{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Shape analysis of curves with the Square Root Velocity metric" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Lead author: Alice Le Brigant.\n", "\n", "In this notebook, we demonstrate how to compute distances between shapes of curves in $\\mathbb R^2$ and $\\mathbb R^3$ using the [`discrete_curves.py`](https://github.com/geomstats/geomstats/blob/master/geomstats/geometry/discrete_curves.py) module. This is achieved by using a reparametrization-invariant metric - here, we use the Square Root Velocity metric (see [SKJJ2011](#References)) - and by quotienting out several shape-preserving actions. Translation and scaling can be removed by respectively translating the curve to start at the origin and rescaling it to have length one, while rotation and reparametrization are quotiented out by alignment procedures. In particular, we will focus on quotienting out the action of reparametrization using an optimal matching algorithm (see [LAB2017](#References)). " ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "\n", "import geomstats.backend as gs\n", "from geomstats.geometry.discrete_curves import (\n", " DiscreteCurvesStartingAtOrigin,\n", " SRVMetric,\n", " insert_zeros,\n", ")" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "def plot_curve(curve, fmt=\"o-k\", ax=None, add_origin=True):\n", " if ax is None:\n", " fig, ax = plt.subplots(figsize=(7, 7))\n", "\n", " if add_origin:\n", " curve = insert_zeros(curve, axis=-2)\n", " ax.plot(curve[:, 0], curve[:, 1], fmt)\n", "\n", " return ax\n", "\n", "\n", "def plot_geodesic(geod, translation=None, ax=None):\n", " if ax is None:\n", " fig, ax = plt.subplots(figsize=(7, 7))\n", "\n", " geod = insert_zeros(geod, axis=-2)\n", "\n", " if translation is not None:\n", " geod = geod + gs.expand_dims(translation, axis=-2)\n", "\n", " ax.plot(geod[0, :, 0], geod[0, :, 1], \"o-b\")\n", " ax.plot(geod[-1, :, 0], geod[-1, :, 1], \"o-r\")\n", "\n", " for i in range(1, n_times - 1):\n", " ax.plot(geod[i, :, 0], geod[i, :, 1], \"k\")\n", "\n", " for j in range(k_sampling_points):\n", " ax.plot(geod[:, j, 0], geod[:, j, 1], \"--k\")\n", "\n", " return ax" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. A first example in 2D\n", "\n", "We start by showing the basic steps to compare shapes of 2D curves. More details on the operations shown below will be given in Section 2." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "k_sampling_points = 50\n", "\n", "xx = gs.linspace(0.0, 1.0, k_sampling_points)\n", "curve_a = gs.vstack((xx, gs.sin(2 * gs.pi * xx) / 2)).T\n", "curve_b = gs.vstack((-gs.sin(2 * gs.pi * xx**2) / 2, xx)).T - gs.array([0.0, 0.5])\n", "\n", "ax = plot_curve(curve_a, \"o-b\", add_origin=False)\n", "plot_curve(curve_b, \"o-r\", ax=ax, add_origin=False)\n", "plt.axis(\"equal\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We first remove translation by translating both curves to the origin, which can be seen as a projection from the space of discrete curves to the space of discrete curves starting at the origin `curves_r2`. Notice that we remove $(0., 0.)$ from the representation as we know all the curves start at the origin, so that projected curves have shape `(k_sampling_points - 1, 2)`. Then we remove scaling by normalizing the curves, i.e. rescaling them to have unit length." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "curves_r2 = DiscreteCurvesStartingAtOrigin(\n", " ambient_dim=2, k_sampling_points=k_sampling_points, equip=False\n", ")\n", "\n", "curve_a = curves_r2.projection(curve_a)\n", "curve_b = curves_r2.projection(curve_b)\n", "\n", "curve_a = curves_r2.normalize(curve_a)\n", "curve_b = curves_r2.normalize(curve_b)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We then equip the space of curves `curves_r2` with a reparametrization invariant metric - here, the Square Root Velocity metric (see [SKJJ2011](#References)) - and we quotient out rotations and reparametrizations. The alignment procedure is then accessible through `curves_r2.fiber_bundle.align`. During alignment, the first curve stays fixed while the second curve is alternatively rotated and reparametrized to best \"fit\" the first curve. \n", "\n", "The quotient metric induced on the shape space (space of curves modulo rotations and reparametrizations) can be called using `curves_r2.quotient.metric`. For example, we can compute the geodesic between the shapes of the two curves for this quotient metric. It corresponds to a horizontal geodesic in the space of curves, see Section 2." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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OnTqFP//8Ez4+PvHeF0g4brl48SJSp05tkt3ztiQmXK1atQpt2rTB+PHj1WMvX75MMM55E97e3nB0dMSVK1fiPffqY35+fiCJLFmy4LPPPkv0mnHn49VM70uXLqnn3yUG9PPzw86dO1GqVKm3im+LFy+O4sWLY8SIEViyZAlatGiBZcuWoWPHjvHO9fLygpubG86dO/fG6wpCUkI8fAQhCRIeHo41a9agVq1aaNSoUbyjR48eCAkJwfr169/6mpUqVYKtrS2mT59u8viUKVP+9TirVasGNzc3jBw5MsEaar2Fu6+vLwoWLIj58+ebpCHv2LEDFy5ceOP7VK1aFa6urhg1alS8jmJxvyXz8/PD4cOHTVprbty4McE2oq8jV65cyJcvH5YvX47ly5fD19cXZcuWVc/b2NigYcOGWL16dYKBQ9zW9U+ePDF5zt7eHrlz5wbJt647FwRBEARBo0aNGgCAiRMnmjyul1/VrFnzX1137ty5mDlzJqZOnYqiRYvGez5uLBNXdDl37hy2b9+uxvWuuLi4JCji2NjYxMsEmjx58jt7OOrXqly5MtatW4d79+6px69cuYItW7aYnNugQQPY2NjA398/3vuTVHHNF198AW9vb8yYMQMRERHqnC1btiAgIECtw7vEgI0bN4bBYMCwYcPi3UN0dLSap2fPnsUbW8GCBQHAZCxxsba2Rr169bBhwwYcO3Ys3vNvk3UlCJaIZPgIQhJk/fr1CAkJQZ06dRJ8vnjx4vDy8sLixYuVkfCb8PHxwddff43x48ejTp06qF69Ok6fPo0tW7YgderU/8qszs3NDdOnT0erVq3w+eefo2nTpvDy8sKtW7ewadMmlCpVSglKo0aNQs2aNVG6dGm0b98eT58+xeTJk5EnTx6Ehoa+8X1++eUXdOzYEUWKFEHz5s3h6emJ06dPIywsDPPnzwegtWldtWoVqlevjsaNG+Pq1atYtGiRyhB6F5o0aYIff/wRjo6O6NChA6ytTfXz0aNHY8+ePShWrBg6deqE3Llz4+nTpzhx4gR27tyJp0+fAtDEqjRp0qBUqVLw8fFBQEAApkyZgpo1a8LV1fWdxyUIgiAInzIFChRAmzZtMGvWLAQFBaFcuXL4+++/MX/+fNSrV081ungXAgMD0a1bN+TOnRsODg5YtGiRyfP169eHi4sLxo0bhy+//BIlSpRAhw4dVFt2d3d3DB069F/dT+HChbFz505MmDABadOmRZYsWVCsWDHUqlULCxcuhLu7O3Lnzo1Dhw5h586dSJUq1b96n6FDh2L79u0oVaoUunbtCoPBgClTpiBv3rw4deqUOs/Pzw/Dhw/HwIEDcePGDdSrVw+urq64fv061q5di86dO6Nv376ws7PDmDFj0K5dO5QrVw7NmjVTbdkzZ86Mb775Rl3zbWPAcuXKoUuXLhg1ahROnTqFqlWrws7ODpcvX8bKlSsxadIkNGrUCPPnz8e0adNQv359+Pn5ISQkBLNnz4abm9trhbeRI0di+/btKFeuHDp37oxcuXLh/v37WLlyJfbv36/MoAUhSWGO1mCCIPw3ateuTUdHR7548SLRc9q2bUs7OzvVFhxvaMtOktHR0fzhhx+YJk0aOjk5sWLFigwICGCqVKn4v//9L95rX21bmVjrzz179rBatWp0d3eno6Mj/fz82LZtWx47dszkvNWrVzNXrlx0cHBg7ty5uWbNGrZp0+aNbdl11q9fz5IlS9LJyYlubm4sWrQoly5danLO+PHjmS5dOjo4OLBUqVI8duxYom3ZV65cmeh7Xb58WbWD3b9/f4LnPHz4kN27d2eGDBloZ2fHNGnSsFKlSpw1a5Y6Z+bMmSxbtixTpUpFBwcH+vn58bvvvmNwcPBb3bMgCIIgJGcSizl0ypUrZ9KWnSSjoqLo7+/PLFmy0M7OjhkyZODAgQP58uVLk/MyZcrEmjVrJnjduG3Zr1+//tq28HFjqZ07d7JUqVIqFqlduzYvXLhgcm29Lfvjx48TvNe417t48SLLli1LJycnAlBjevbsGdu1a8fUqVMzRYoUrFatGi9evBivnfzbtmUnyV27drFQoUK0t7enn58ff/vtN3777bd0dHSMd+7q1atZunRpuri40MXFhTlz5mT37t156dIlk/OWL1/OQoUK0cHBgSlTpmSLFi14586dBK/3tjHgrFmzWLhwYTo5OdHV1ZX58uVjv379eO/ePZLkiRMn2KxZM2bMmJEODg709vZmrVq14sWdr8bGJHnz5k22bt2aXl5edHBwYNasWdm9e3dGRES8cf4EwRKxIiU/TRCExAkKCoKnpyeGDx+O77//3tzDEQRBEARBED4S9erVw/nz5xP02BEEwfIRDx9BEBTh4eHxHtNr4MuXL/9xByMIgiAIgiB8NF6NAy9fvozNmzdLDCgISRjJ8BEEQTFv3jzMmzcPNWrUQIoUKbB//34sXboUVatWxbZt28w9PEEQBEEQBOED4evri7Zt2yJr1qy4efMmpk+fjoiICJw8eRLZs2c39/AEQfgXiGmzIAiK/Pnzw9bWFmPHjsXz58+VkfPw4cPNPTRBEARBEAThA1K9enUsXboUDx48gIODA0qUKIGRI0eK2CMISRjJ8BEEQRAEQRAEQRAEQUhmiIePIAiCIAiCIAiCIAhCMkMEH0EQBEEQBEEQBEEQhGRGsvPwMRqNuHfvHlxdXWFlZWXu4QiCIAiC8BpIIiQkBGnTpoW1tXwPZS4kfhIEQRCEpMG7xE7JTvC5d+8eMmTIYO5hCIIgCILwDty+fRvp06c39zA+WSR+EgRBEISkxdvETslO8HF1dQWg3bybm5uZRyMIgiAIwut4/vw5MmTIoPZvwTxI/CQIgiAISYN3iZ2SneCjpyG7ublJwCIIgiAISQQpIzIvEj8JgiAIQtLibWInKZYXBEEQBEEQBEEQBEFIZojgIwiCIAiCIAiCIAiCkMwQwUcQBEEQBEEQBEEQBCGZIYKPIAiCIAiCIAiCIAhCMkMEH0EQBEEQBEEQBEEQhGSGCD6CIAiCIAiCIAiCIAjJDBF8BEEQBEEQBEEQBEEQkhki+AiCIAiCIAiCIAiCICQzRPARBEEQBEEQBEEQBEFIZojgIwiCIAiCIAiCIAiCkMwQwUcQBEEQBEEQBEEQBCGZIYKPIAiCIAiCIAiCIAhCMkMEH0EQBEEQBEEQBEEQhGSGCD6CIAiCIAiCIAiCIAjJDBF8BEEQBEEQBEEQBEEQkhki+AiCIAiCIAiCIAiCICQzRPARBEEQBEEQBEEQBEFIZtiaewCC8CExGIC//gLu3wd8fYEyZQAbG3OPShAEQRAEwTKR2EkQBCH5IIKPkGxZswb4+mvgzp3Yx9KnByZNAho0iH1MAhtBEARBEIS3j50AiZ8EQRCSAlLSJSRL1qwBGjUyDVgA4O5d7fE1a2LPy5wZqFABaN5c+2/mzLHPC4IgCIIgfAq8beyknyvxkyAIguVjRZLmHsT75Pnz53B3d0dwcDDc3NzMPRzhA/G6b5UMBi3oeDVg0bGy0r6tmjABaNwYePX/ACsr7b+rVsX/NksQBEF4v8i+bRnIOnwaJBY/JRw7PQPgBMBRxU7XrwN//KEJQBI/CYIgmId32bOlpEtIcrwp3XjnzsTFHkALUG7fBlq2jB+s6M9bWQG9ewN16yaj9GTJvRYEQRCET5bXxU8pUyYUO40EMA1AXpBZcPt2aeTLVwQ3bmQA6QPABsALAASQQuInQRAEC0QyfIQkhZ5unNC3SiRQqhRw7BgQEfF+3m/PHqB8+fdzLbMihkaCIFgosm9bBrIOyZs3xU+ZMgE3b+qPvgSwFcD/ADx8zVVdAdgDeAogDYDiAPoDKII9e6wlfpL4SRCED8S77Nki+AhJhjeVan0IliwBmjVL4vv466I8IDb3+l2cGgVBEN4Tsm9bBrIOyZeE46cnADygZekAQDg0kWclgA0AQuOcawsg+p3e08EhBSpXLodvvukLg6EEnjxxkPhJEAThPfEue/ZHMW2eOnUqMmfODEdHRxQrVgx///13oufOnj0bZcqUgaenJzw9PVG5cuXXni98Ovz119uJPVOmaPusvh+/ipUV4OX1du/5+HESNyY0GLQgJLHaNUDLvV616u2dGgVBEIQPjsROwvsi4fipI7SsnCoASgBIDaABgKXQxB4nxDo/6GKP/Vu/Z0REKDZt2oTKlSugWjVHNG9uhwoVnGBnlwoZM+ZF48aNMXPmTFy7dg0vX7789zf3oZD4SRCEZMIHz/BZvnw5WrdujRkzZqBYsWKYOHEiVq5ciUuXLsHb2zve+S1atECpUqVQsmRJODo6YsyYMVi7di3Onz+PdOnSvfH95Buq5MvSpZrg8iaWLAEcHLR9FjDdq3URaPlyoE8fbT/+N/8HWKQxYUJpSH/9pSlUbyJVKuDJk4Sfi+vUmGS+lhMEIakg+3Z8PnbsBMg6JGfix09GABkB3H3lTP2bsriBkQOAyFceswMQ9crr3s+fE1ZWVnBycoKVlRVcXFwQGhoKknBwcECKFClgZWUFknB1dUW6dOmQJ08ehIaGImvWrDh9+jTu3LmDyMhIeHp6IkWKFHj+/DlCQ0ORPn16tGrVCs+ePcOFCxdw8eJFAICNjQ0ePngAQ1AQXG1s4OzmBqZMiUx2dvBZtw7pAOwHEALgG2hFaybflkv8JAiCGbCokq5ixYqhSJEimDJlCgDAaDQiQ4YM6NmzJwYMGPDG1xsMBnh6emLKlClo3br1G8+XgCX5smsXULnym8/TfXcSyrDNkAGYODE2A/d1olClSpoBdGJY1D6eWDpxo0baDb8Pko2hkSAIloTs2/H52LETIOuQnNm0CahVK+4j9wA0BnAg5nd3AMFxnreFJuAY1CPW1jYwGg1xzrExeV7j/Qk/looVtDwnewDtAXwPwAvAMAAuAPok9CKJnwRBeM9YTJeuyMhIHD9+HAMHDlSPWVtbo3Llyjh06NBbXSMsLAxRUVFImTJlgs9HREQgIo5D7/Pnz//boAWzk1CiyqNHgL//61+nCzBlymi/N2igdYlIzHunQQMtQychnWTiRK1jxesEH73b119/mXkfT6zG/M6d9yf2ANokJmkzI0EQBMvnY8ROgMRPyZGEtujz57XKo1j2AGgGzYw5RczP8wEAPj4+cHZ2xvXr1wEAadPmREjII4SEPH1F7AFixZ64Ig+R3EUfAoiIOSYBmAPNpvoSAM/EXiTxkyAIZuSDCj6BgYEwGAzw8fExedzHx0elUr6J/v37I23atKicSGrHqFGj4P8mJUBIMiSUqOLlBURGAsHBgKMj8PJlbFcJHT0rZ+JE0/3Txub1YszrRKGlS99uzPfvv+3dfQBeV2P+NlhZAalTa2ZFb+Kff+K7PoopoSAIwnvlY8ROgMRPyY2E4idPTyA0FIiKAlKmNOLp0zEABkMr6coDwA/AbABAvnyVYTDcw4ULF2BjY4PGjRtj3bp1CA8Ph6urKxwcHBAYGJjAOxPOzp4IC3umfk/qZIRWtHY15nfnmMcuIfbucgCwsbbGBaMRgwGkAtAVmttRvD+uLl+W+EkQBLPxUUyb/y2jR4/GsmXLsHbtWjg6OiZ4zsCBAxEcHKyO27dvf+RRCu8LPVHlVd+7x481sSdjRuD0aWD1auBVS4L06f+9n44uCjVrpv1XF4x8fd/u9W973gfhbZ2sgfgu1vrvU6e+3uVaZ+hQMSUUBEGwcN4mdgIkfkpOJBY/PXumiT158z5F4cJ1AAyCJvbUi/nvegA2KFeuNW7cOIILFy7A29sbtWvXxtKlSxEeHo6SJUsiffr0CAwMhK2tLRo3bgw7OzsAgLe3N/Lnz6/EntKlS8PmtVkrH/R75v9MbmhlWbegiT35AaQFEAbgIoAsAErGnHsJwBVra9R0cEAmaD3PhgPIC2AtXpG9hgyR+EkQBLPxQQWf1KlTa2ZoDx+aPP7w4UOkSZPmta/9+eefMXr0aGzfvh358+dP9DwHBwe4ubmZHELS420SVYxGwM9PE3Vu3NBKopcs0f57/fr7/5KkTJk36yA+PrElZGbhbdOLevdOXCX76ivtWyYgcVEoMeJ2qjC8mu4tCIIgvCsfI3YCJH5KLiQcPz1CrORwDAEBhbFjxyY4ODigS5f/wclpJ4AAeHr6oHHjr7Bv3wKEhISgaNGiSJ8+PdatWwcA+Oqrr3Du3DkEBATAx8cH1apVw4oVKxAVFYUKFSrA1dUVZ86cgb29PVq2bIkjR47AYDAgZ86csLevFmc8lQBkgpb/YoePIfxYvSl+iUOKmP9eAPASWu6TDYAz0NyOCtjawh3ANQAHAeSxsUHBLFkQGR2NTREReAKgDDQnpEvQep3lATAeQFCc9zHJj5L4SRCEj8QHFXzs7e1RuHBh7Nq1Sz1mNBqxa9culChRItHXjR07FsOGDcPWrVvxxRdffMghChbC2ySq3LmjnQcknpXzPrGxSVwH0QkJAY4de//v/daEhr7deXXrvl4l0w2NEhKF3pTyH9fMSBAEQfhPSOwkvAsJx0/loBUhlQVQAgbDDfj6ZkHDhg0xc+YMhIeHonjx4siRIwtWrFgGAGjUqBGuXbuGEydOwN3dHY0aNcLKlSvx/PlzFClSBD4+Pti0aROsra3RtGlT/P3337h69SoyZMiAatWqYdGiRYiKikK1atVgZWWFyMht0MSd/wE4CuAmAF8AnaFlF2m8KsxYW7/+TxM9u+hN6D1pHBwc3nhuaMxIC0NzJjoPUzvq09HRJpbW5w0GnLp+HW3atIG3tzdCAfwFU9vrAAB9AYyK89g/8Qcp8ZMgCB8efmCWLVtGBwcHzps3jxcuXGDnzp3p4eHBBw8ekCRbtWrFAQMGqPNHjx5Ne3t7rlq1ivfv31dHSEjIW71fcHAwATA4OPiD3I/wYViyhNR2vtcfS5Z8/LGtXk2mT286jnTpyJw5tZ9dXcn9+8noaHLPHm2Me/Zov783Err4ypWko+PrJ8zKisyQ4e0Hk9D7WPLiCIKQ5JF9Oz4fO3YiZR2SKvG36IcEnAgtxUcdDg7O6udmzZoxTZo0BMAUKVKwefPmtLa2JgDmyZOHJUqUUOc2aNCAqVKlIgCmTJmSDRs2VM+VLFmSBQoUIABaW1uzbdu2dHd3JwD6+PiwYsUOccZQgkDdOL9XJ2D7yjit4o1bPxwdHeM9po9ZP5yc4t83ANra2CR6XZPzAA4B6PPKe1hZxY7LwcGBdevG3keVKlXo6empxuJga0u/tGnp4eGhzpkYszhnJX4SBOE98S579gcXfEhy8uTJzJgxI+3t7Vm0aFEePnxYPVeuXDm2adNG/Z4pU6YE/xEeMmTIW72XBCxJkz173k5T2LPHPONLSAcJCSHLldPG5eBAenmZjjV9ek0s+s8kpDi5ucX+XLCgJuxYWcUXe6ys/vsgLH1xBEFI0si+nTAfM3YiZR2SKglv0dsJ6CJHSpPPRKFChWgTI4B89tlnzJAhg3quatWqTJcuHQHQ2dmZTZs2VWJH/vz5Wbx4cXVukyZNTISg1q1bq+eKFi3KKlWqxLluK2bIkE8TVWxt2a3bANraJvyZTUj8sbe3j/e8/t4A6OLiQgAmwoyVlRWL+Pmp370AZoj5ORPAH+NcqxPAJrrAA3A2wKpxBJ5169axUaNGBEAbGxsuW7aMY8aMUa/v06cPz5w5Qx8fHwJgrly5eOfOHX7XpIk6Z4TET4IgvEcsTvD5mEjAkjSJjiY9Pd9fosrH4sULMn/+xMf8n/WW1avjCzlxj1q1yKiohEWhDBnej+IUHa1d+3Xj8PS0vMURBCFJIPu2ZSDrkDSJjiZTpIi7JV8hoIshjQl0VcJF9erV6eDgQABs1KiRiYAT93BwcKCXl5f6vXbt2iojyNnZmS1atFAZLQUKFGDlypXVuU2bNmX27NnVdfr27UtPT0/qWT9DhgxRmTg2Nn4EvnmD8GN66BlEcQ8rKyuTbJ/ChQsn+NqmALPF/JzOxYXDhw9XIlEbgG316wGc1rmzyuSxs7PjypUr2bJlS+pZP3PnzuXkyZPVtbt27cqAgACmT5+eAOjn58frV65wqJubOud7gMZX4ycvL4mfBEF4Z0TwkYAlybFrF2lt/QGFkw9EdLRW3vVBhCpdaHndt0JxL/4ha8p04el1os+ECR+4rk0QhOSI7NuWgaxD0mTy5Lhb8TMCuWIEhiIExitBZN68eSqbp3Llyvz222+pZ6zkzZvXJDtGP2xsbDh48OBES6VcXFyUgGRra8vevXszRYoUBEBXV1cWL15cXTdTpkwsX768em3VqtXo7Nw9zvVeLe9KWIh69bG4pVPOzs7qfuOeUxNa5g4ANgSYK+ZnHx8fjho1SmU8NS1Rgl1q11avmzhxIhs3bqzmYvHixezUqZN6ftq0aZw9e7Z6v7Zt2/Ly5cvMkiULATBjxoy8PGUKx8YZS+9XRR9bW3LTJomfBEF4J0TwkYAlSXHpEunhoe17pUt/uESVD8EHrXaytFKqxLKI6tdPuNQM77OuTRCE5Irs25aBrEPSY+vW2C/LmjePooND1RhhIT2BJQS0rJfhw4ezWLFiBMAcOXJwypQpSoCYOXMm/WJKn0qWLMmePXsq0WTcuHEqY6VQoUJKUEnoaNmypfLZKViw4GuFm7Jly7JOna5vFHjiZvC87bkJef0AYDuANjE/1waYD7GlYePGjaOtrSY41atXj19//bV63ahRo1S5mpWVFX///Xf26tVLPT9hwgQuWrRIiUZNmjThtWvX+NlnnxEAfX19eX7iRE6JI0x1AWhIl44sUkRbPBsbMlUqiZ8EQXhrRPCRgCXJEBhIZsum7W0lSpDh4UnrS44P6mdsiWbJCS2O0Ug2bZr00rMEQbAIZN+2DGQdkhbnz8d+x9K2LdmtW/cYwcOZvXuvoouLVkrUpk0btmjRggDo6enJpUuXKk+cgQMHsmLFigTAzJkzc8GCBUpcmTRpkjJvzpEjB9esWaPKpoYMGcKaNWsSAN3c3DhixAjlX1OjRg0uWrTIpORLF5sAzRQ6NkvGisBYAlneWtBJ7LCzs4v9OY5Js1Occ9oAtIv5+UuAhWMycTw8PPjzzz+realRowYHDBigXjdkyBB27txZ/T516lT2799f/T58+HCuWrVKjaFu3bq8efMm8+bNSwBMnTo1Tx47xt+/+07Nb6uWLRkVFkaWKiXxkyAI74wIPhKwWCxx9YLt22NNjzNlImOajyQpPqkMn8R4U+mZpRowCYJgEci+bRnIOlg2ceOntWvJzJm1LbZsWXLixCkqA2X+/PnMmjUrAbB06dL09/cnoJVcLV68WHnzNGzYkF27alk2KVKk4KpVq1Q51v/+9z+2bdtWiSHbtm1TPjxt27blqFGj1DV37NjBUqVKKWHo3Llz9Pb2JgB+9dVXPHr0qMq6GTRoEA8ePBjHhHkYgfMEUsT83p3AjHcSel7t1KUfReP8XCPOz60AOsT8XOnzz5WPkaurK8ePH6/K1ypXrswff/xRva5///4mmT3jx49XcwuA3333nYmYVqlSJd66dUv5CaVIkYKTJk1i37591Zi/KFyYkz08eFriJ0EQ3hERfCRgsUgSqggCtM7iZ8+ae3T/jrfxM/5PHj6vpvhaYiCQVIQpQRAsEtm3LQNZB8slsfjJx4dcsWKbKicaPnw4y5UrRwDMkiUL58yZowSJX375hfnyaZ2yChUqxAkTJiiRaOHChcycOTMBsEKFChw3bpwSU9asWcNcuTRfoBIlSnDt2rUqS2Xq1KkqW8fd3Z2nTp1SAkeBAgV47do15RtUo0YN3rp1i76+vgTA+vUb0Nf3CYHsMWMsT+AlgVqvFXR0f5y3OSrGvU6cn12gGTMDWvcxfc4cHBzo6+ur7s/JycmkG1j9+vVNMn9s3tDuvXbt2nz27Blz58792vMmSPwkCMI7IoKPBCwWx5uaTSXljNU3+Rn/9tu/vHBAgKaGJSb2WEqqryWWngmCkGSQfdsykHWwTF4fP12gs7NWutW6dWu2b9+eerbKypUrledOjx49VMcpHx8fLlmyJEGRKGvWrFyxYoUSWSZMmKBKt9KnT899+/bRLabrVJcuXTh16lQlGm3atEmVjqVOnZqXLl1imTJlCGjt3x8+fKiyafLkycNnz57x889rxIgeGQk8IqBn1DgQ+DKe8POqebSHh0eCLdurFiqkhJ2iSFxoiZu9U7Vq1TeeB4Dr16/n0KFDX3uOnZ2d8gSaMGECd+/erbKcXFxcWKpUKebPn1+dP0DiJ0EQ3hERfCRgsSg+hYqfhL59s7PT/lu1KmkwvOMFnz8nc+bULpA7d/xWYJbkZC0ZPoIg/Adk37YMZB0sj4Tjp8MEwgk8JqCXbpXhmDFjlDCyaNEiZbZctWpV9uvXj3oGy4oVK1R5VosWLVSGjqurKzdu3Kjanrdv3169ztHRkbt372a2bNkIgGXKlOH27duVqDFmzBiVFWRjY8M9e/awW7duBDSPnwsXLrBDhw5KpLl8+TK///57AqC9vSO9vY8TWKcEECur+QSu0srKVo1bH6N+jl6aFtdIWhdt0gIsGfPY5zY2LBbzc16AtWKEFy8vL3733XdKsNqwYYPKHipZsiR/+ukndd0JEyawSZMmBDST59u3b7NevXoEwAwZMvD69euqZbuvry8fPXqkxDA7Ozv+/fffvHHjhuoo1rdvX5Jk35hregC8IfGTIAjvgAg+ErBYFJ+KHvCqn/GZM6STk3Zv48e/w4WMRrJBA+2F6dJp5kaW7GT9QevaBEFI7si+bRnIOlge8eOnYAJ2BJwJ6KVG6fn994tVGdKYMWNMOnJNnz5dCRczZ85kjhw5CIDFihUzKetatmyZ6ixVqlQpzp07V71u4cKFSkzJmDEjjx49ytSpUxMAmzdvzi1btqisoMmTJ3P27NkmQsq0adOUGLV161auWrVKXXvRokU8dy6Azs6amFO/fk+uWBFFoII651VhR89U0u9ZN0v28famX0zGT1V3d6ZMmZIA2Ll2bXq6uBAAe/XowezZtTKyunXrKiHK19eXO3fuVNeaMmUKe/ToQT1j6dq1aywUkzlUrlw5BgYGqjK4xo0bMyQkhDlz5iSgla9FR0ezYcOGBLQytKCgIK5Zs0aNf/PmzYwIC2OxmPEWBxgp8ZMgCG+JCD4SsFgUn3LFz4wZsdk+J04kctKrYs7IkbEvOnToI472P/CmurauXc09QkEQLBTZty0DWQfLI378dJxAOhPhQxdWALBmzZps1qwZAa0j14oVK1TJU//+/VmtWjUCWnnW8uXLVVnXyJEjlaCTIUMGbt26VWXVDBw4kH369FGiy8GDB1U50ueff86zZ8+qzJUOHTpw//79SjQZNmwY9+3bpzKBxo4dy7Nnz9IlRnzp06cPg4KClAhVrlw5RkZGqvcDUtDZ+et496t3BNMPe1tbZo3xBioL0D7m8bidteIaME+ePFmNccKECcqjqEaNGvzll1+0a9rb8/DhwyxQoAABsGLFigwICFDG1v7+/jx06JC6t1mzZvH06dNq3n7++Wc+e/aMmTJlUqKQ0Wg0EZHu3LnD69On0z1mXP0Sip9GjDD3x1AQBAtEBB8JWCyKTyXDJyGMRrJePe3+cuQgg4NfSdRZmYgTI6CpRUmJhOra3N21/zo5JV1nbkEQPiiyb1sGsg6WR8Lx00VqWT4gkINaa3NNMGjUqBEBrXvWzz//rDxvypQpw//9738ENCPitWvXKpGmVatW7N27txJ0tm/fzrRp0xLQTIfjZvosX75cvYePjw/Pnz9vYuh89epVpkmThoDWBezmzZuq9Kpp06Z88uQJ/fz8CGhdrCIiIli7dm0lQj18+JBLlixR75c+/WoCwbSx0QQiGxvtvh0cYr18fGL+myOO0NOwbNmY8xzYtGlTAqC3t7fqPObt7a06bDk4OHDlypVKqBk/fjxr1dKMo3PkyMETJ04ogWr48OFcuHAh9Wylffv2qVI6R0dHnj17VmVU2dra8siRIyai0MyZMxkeHm6SKRQdHc3VMaVlALhZX2hnZ+2/GTOST56Y+6MoCIKFIYKPBCwWRXR0fAuauEdy8PB5HYGBZNq02r26uMTed32spgFWNCY2MatWmXvo786r2UqRkWS1atr95MpFhoaae4SCIFgYsm9bBrIOlkd0NJkmTdzQwMjYUqdqBKYrsaFt27ZK4Pn111+VEPPqkTVrVmW8XLx4cc6YEdsGfcGCBaocLHfu3Ny1a5cSQn744QcOGzaMegnVn3/+yTp16hAA06ZNy2vXrrFIkSIEwHz58vHRo0eqY1fBggX5/PlzlWGUOXNmPn78WJkfOzg48OjRozx16pS6h0GDBvHUKSOtrZvFjE8XtrxM7scRoGfMz+URm/GjG0bnzJmTefLkUSKT3qmscuXKrFGjhjpHL2+zs7Pjzp07lejVrl07zps3L0ZwsuFff/3FNm3aEADTpUvHhw8fqvvKnTs3Q0NDlSiml3KNHTtWrdOZM2f4zz//qEyhIUOGkCS7x3gepXZ15Z0VK8hnz8hs2bSFr1NH+wZREAQhBhF8JGCxOGrVSlzssZRmUx+SoUNN79sa0byF9DR8CirYw4ekr692X23aWK4XkSAIZkH2bctA1sHyMBrJvHnjhgfzYoQOJwJHCLgT0Fqu65kypUuX5qJFi5RAUaJEiXitzfWSor179ybY5cra2pp58+ZVYk+FChW4du1a9XybNm2UqGFnZ8dZs2aprBgPDw9euXJFmRh7enoyICBAGUA7OTnx1KlT/OOPP9T15s2bx8DAQGWaXL16dUZHRysRBrAlMCLeODPpIlacx/SuXNmyZVOlX40bN1ZCUt++fdXPP/74o2oT3759e9avX1+9dvPmzWreFi1apO4nQ4YMvHnzpipDq1WrFh88eKAymzp27Mhnz56Z+PtER0fzyy+1rmO5cuViaGgoFy9eTEArx9u9ezfDw8NZsGBBxs384YkTpL29tvgTJkj8JAiCQgQfCVgsimPHSGtrbb9KnTq+F11yF3sS6rJRDns+rTq3PXsS9vdJnz75fwAEQXgtsm9bBrIOlsf8+dpWaW9Pens/ZqxR82g6O2ulSoULF1YmyHZ2djx48KASOoYNG6ZMiXPmzGlSnrVq1SqTLJiERCH9WLp0qTJALhtTLpXYMXz4cM6cOVOJGa8+b2VlpfxzALBnz540Go2qzMnGxoZp0qRRptDakZLAGgJ544tTMf8tFPPfVIgt86pZs6YaQ5cuXQhopVaDBg1SP0+dOlWd89tvvzFDhgwEtFI33ffH1dWVJ0+eVF3K6tevzxMnTihBbOLEidy5c6e6ztKlS3n48GGTUq5Hjx6ZiEsk2b59ewKaYfTDhw956dKleJk/nDIl4fhQ4idB+KQRwUcCFoshKoosVEjbm5o1s+xmUx+KhGrwm+ITc7JevfrTTvESBCFRZN+2DGQdLIvHj8lUqbStcvRoslWr1gTAjBnzc+TIDdQzcfbt28d06TQj5++//14JG7ly5eLOnTuVMLJnzx5lQNy6dWvOmTOHgObbc+nSJdWhq3HjxsqXxsrKit98841qSZ4/f34uW7ZMedp4eXmZiEXOzs5cvXq1au2ud6lK7MiZMycjIyNVtsvrjx/feI6e6fN5HLFJb5/u7u7OmjVraudlzaoez5o1K/v27UtAayG/fPlydT9z5sxRotgXX3zBw4cPK7Fq6tSpnDJlCnWh7dixY6rVvKurK69cuRKvlGv37t1qXIsWLWJoaKgqvatevToNBoNJ5s+uXbu08n6JnwRBeAURfCRgsRjGj9f2JQ8Prbv4p0hCXco+qQyfhFKcXg1akkv5miAI74zs25aBrINl0aaNtkXmz09u3bpTiQB79+5V5UJ9+vRhr169CIB+fn7cvXu3Ej927typxISOHTvy559/JgCmTJmSAQEBTJVKyxYaO3as8ubx8fHhvXv3VGnVt99+yz///FNd8+DBgxw5ciQBzfj42bNnKoMob968jIyMZKtWrTTR5fPPGRERoQyhM2TIwOvXr/O3336jnl1z4sQJBgUFqXKonj178syZM/z6668JgC4uHgR2ETjI12X3pI75rwdAp5ifK8SUR7m7u6tSqeLFi5t0zdJ/btKkCUuWLElAa1evewu5uLhw79699PT0VPMxceJEAprv0MmTJ5VwlC1bNj59+pSlSpVSAlF4eHi8Ui49ayhFihT8559/ePbsWTo6OhIAf/rpJ96/f59fffWVWqtlKVNyFcADEj8JghAHEXwkYLEIbtyIbTIwe7a5R2M+Esrw0T18EjVsTk6b+Kfcpk0QhDci+7ZlIOtgOezcGRsK7N0bpkqJunfvrrxwMmbMyL1796qMkc2bNzNvXk0U6dChA0eM0DxvvLy8eOrUKTo7O1MvW2rXrh0BzVz5woULqjRpyZIlKkslffr0fPLkiTI87ty5M69du6bEiYULF3L//v1KfNm/fz/37NmjhKm///6bZ8+eVWVNGzZsYGhoqCqZ+v7770lSCVafffYZX758yVu3bqmx9u8/LyZEmBzzPu4E6tMN8UvF9CO/LgZZWyuhJlOmTGrcderUURk8P/zwg2pNP2bMGJWZ1K9fP5YrV46AZji9bNkydf3169ezYsWK6rpr165VnchKly7NP/74Q71vt27d2K1bN3U/mTNnZpUqVZRpto+PDyMjIzlr1qxE70c/mkj8JAhCHETwkYDF7BiNZM2a2j5UtixpMJh7ROZDT3B51cKmA2YlLPgktzTdhFKcEjqSS/maIAjvhOzbloGsg2UQFhbbnKlHDyoBJm3atDxw4IASKNatW6cyV1q0aMFRo0Zp2S6pU/Po0aNK4FiwYIGJobMuygDggQMHWLVqVQJa16rz58+rkqW1a9dy9OjRSjQKDAxUJVEVKlRgRESE6njVvn17RkREqIyirl270mg0qnKoevXqkST79++vhI8XL17w5MmTSnzZsWMHSbJBgwZqrFFRRvr6PqBuTq11JSMHYAizx9yDb8x/bRGb8VMmkQ5lrx4uLi78Lk5L9MSOwoULs2fPntSzbl53bpUqVbhu3bq3en9A8/8xGo3qvgGtJEwXkQAwD8AfJH4SBCEOIvhIwGIW4vrz/PhjrNFgQIC5R2Z+Vq+O1XH0/XkpmpAAX8LedONObk7WkuEjCMJrkH3bMpB1MB9x46eWLbUtMV068vDhcypDZsWKFaplesOGDTl+/HgCWhesI0eOKIFn/vz5SsSpVKkSV69erQkitrY8efKkEmU6d+6sMlccHBx46dIlldVSu3ZtXrt2TXWzmj9/PtesWUNA86sJCAgwKRF7/PixEpy8vb359OlT1crc2dmZN27c4Pnz59W9rF+/ngaDgcWLFyeglVSR5JYtWwhoxs1nzpwhSZYr1ypG+PiCQDRtEckzyMutcYSelDE/l4/JVPrss8+Uz5DuTWRra6sya2xsbJgxY0b13l988cVrRRkrKyuePn1aZTvZ2trS1dVVPe/n56cMmT09PRkeHs7WrTXPpTRp0vDHH39U95ohQwauXLlSla25u7vz0aNHvHPnjsoEWrhwIUmyd0wntJwAIyV+EgQhDiL4SMDy0Vm9OmGblsaNzT0yyyHuHFWElq8dDWt2/PxY8nayTizF6VWRK7ndtyAIb4Xs25aBrIN5SCx++u47g/KVqVOnjjIIdnV15ZEjR5Q4MGvWLFarVo0AWLFiRS5ZskSJOMePH1eGzgMHDlRlXt7e3rx+/bryzvH39+f8+fOVQHP9+nXVZr1cuXJ8/vw506dPT0Arxbp165YSVH777Tdev35diUMLFizgkydPVIbK6NGjaTQalZhUp04dklRePilSpOCdO3cYHh5OPz8/Apo3EUnu27dPCS7e3n8TIHtjAgnwMVIxo49WWlUwxovHw8NDlVPp3jpp06ZVpW7t2rVT4xwzZowqh5s3b576ef78+aq06+eff2aVKlUIaB2/dBNsGxsbnjt3TrWmr1ChAkNCQtRcjxgxgvfu3VMdt+bPn8/Hjx/Tw8ODADht2jRGR0erzmSdOnUiSSWa+fr68vnz53wWGEivmAyoCQnFTsmp/F8QhHdCBB8JWD4qevZKYntRckpW+a9ER5N7t0cw2DcHCXASehIgjx4198g+MAmlOMU9li839wgFQTATsm9bBrIOH5/XxU/ADOplR3///bfKTpk8ebISY8qUKWMi8Bw9elS1ZPf391eGyVmyZDExB160aBG7d++uMmDu3bun2qCPGTOGa9eupZ7Nc+HCBX777bfqOmFhYar8qGTJkjQYDKxTp44Sh4xGI//3v/8RAHPnzs2IiAguXLiQAOjk5MTr16/z8ePHqjRqwoQJJEl/f38l0Dx//pyRkZEqo6ZLly6MjiYPrLzLSCdXEmAHzGaKFOdUSZhuNF2+fHkCWmmbnsWjZ9vY2Nio+86cOTPbtm1LACxatKjqblawYEH+8ssv6hpHjx5VmUlbtmxRQlKVKlV47do15X+0Zs0a1WHLxcWFd+7cUSVxuoDz66+/Us+KevLkCf/66y8laB0/fpwvX75UoteAAQNIkr917UoAdAP4IKEPigTZgvBJIoKPBCwfDWnA9C8YNUqbHB8fdmnyjABZpozme5SsSehrTGtr7b8//2zu0QmCYCZk37YMZB0+Lq+Pn+5T960ZP/4XlUlSrFgxrly5Uokxhw4dMhF4dKElR44cPHTokBJDNm/erLKAKlWqxCNHjqiMll27drFTp04EwDx58vDp06cqm2fQoEE8ffq08g3atGkTN23apMST06dP848//qBe5nT+/HmTa+/du5fPnj2jt7c3AXDkyJEkyY4dOxLQTKOjoqJ45coVJZwsW7aMJFXJWOrUqfnkyRNt0po1IwEaixZjoQIGAmTevNo9Z8+eXY0ja9as1LOJ9KwlPVOnWrVqKhNn0KBBKgtn6tSpKrNnxowZqvStT58+7NOnDwGtjXxAQADt7e0JaKVpgwcPNhHD9Kysli1bxhNwoqKilIjVo0ePmFtqRgAsVaoUjUYj169fTwC0t7fnP//8Q4PBwC9irtEuoQ/Ltm1m+fwKgmBeRPCRgOWjIfYs78jNm7GtyxYs4K1bpJPTJ/QlTVyjgj17yN9+027e1ZW8d8/coxMEwQzIvm0ZyDp8XOLHTyEE6hCYRaAuARAozOHD1ymBZf/+/UybNi0BcPDgwSYCT9yOXTt37lS+NE2aNOHy5cuViHD+/HlVStSyZUseOHAg5r3Av/76yySbJyQkRAkYDRs25IsXL0xatoeGhqrW5v3792d0dDQ///xzAmCrVq1IUmXU5MyZkxERETx06JDJ+xmNRtaoUYOAZhxtNBp5584dJcT8/vvv2oTt2hX7RdHx43F+fUgXF81PJ3/+/ASg/HLs7OzUPNStW1dl6uidzlKkSMFBgwYRANOlS6cycry9vU28j44ePaoyoCZNmqTMp7Nly8YnT54oAWnUqFE8evSoWoeDBw8qQcze3p6XL182KQs7e/Ysb9++rcrzFi9eTKPRyOrVqxMAa9WqRZI8ePCgmrMjP/2kfXh69tQmIGdOMiLCPB9iQRDMhgg+ErB8NKQB0zvSoIE2IXFSen74QXvIz+8T3LMNBrJoUW0C2rQx92gEQTADsm9bBrIOH5f48dNK9Ud97NGG7u5adsx3332nOkVly5bNpNvWzp07VcesNm3acPJkrY25m5sbL168qLx6hg4dyokTJxLQ/G7u3LmjXtehQ4d42TyzZ89Wwsjt27dNWraHhIRwwIABBLT25KGhoep93d3d+eDBAx47dswkkygqKkp1Fmvbti1JmpSPXbx4kSTZuHFjAmCJEiVoMBi04ChnTm2iundXc1injq55xAo1+vh1oadChQpqnvRsmty5c7NIkSJqvjJnzkxA8yfSTZ779++vhKhatWpxxgytxM7T09PE/2jcuHFctGgR9VKuu3fvsn379gTAIkWKMDo6Wplo161blyRZv359AprnktFo5PDhw5XoFBoayosXLypxavPmzSSpytKKFi2qzcmzZ6SXlzYB48d/1M+uIAjmRwQfCVg+GpLh8wbiZrSMGaNNho0NGdN9giRDQsg0abSnYkrZPy2OHIn9oBw8aO7RCILwkZF92zKQdfi4xI+fbhAYTsA5nvBjZWVlYjK8adMmJdS0a9eOY8eOJQCmSpWKZ8+eVR2kpk6dauLVc/XqVZU5M3PmTI4bN0697tGjRyxRogT1bJ64Pjvjx49nQECAatm+evVqk65bf/zxB+/fv698hqZOncro6GglqjRv3pwklYeNp6cnHz16xNDQUOWzM2jQIJLkjh07CIDW1tY8OXu2Fj917qxNkpcX+fSpmsOLF0lbWxIIZ5o0mZXIomcU6SVtuuBSrFgxpkqVigDYt29fNbf6/Dk6OnLOnDkqI2f79u0mwoueQdS9e3fOnTuXgGaiff/+fTV3bdq04f3799UazJ07lxcuXFBC1Pbt2+N5/4SHh6vMqe+//54kVabVZ599xoiICN67d8/kmiRNs6Tv3/+YH19BEMyMCD4SsHw0xMPnNSTWeqN27Xin/v679pSHBxkYaIaxmpv27bUJKFxYy/oRBOGTQfZty0DW4eOScPy0LkbkcYoRf2yU6KOXSrVs2ZI1a9ZUokSHDh2UEDN9+nR+9dVXKhPk0KFDJhk2DRs2VJkz169fV6VEc+fO5axZs0yyedq1a0cALFCgACMjI1WmTI0aNWgwGExauJNkixYtVGZNdHS0yohxc3PjvXv3eO/ePSUITZ8+nSQ5cOBA6hlCL1684MuXL1WGTc8UKeLHTzG+N3Hp1Ut7KmNGrWzNyclJvY8+xnz58qnuXHr2TerUqdV8lC1blmXLlqWeBaT7/TRo0EAZX+fOnVuJUXrbeD2LqGPHjvz777/VWh05ckSJSD4+PgwODlZt2HPlysXIyEiVLZUlSxaGh4erTCcHBwdevXqVwcHByp9p3LhxJKkEOh8fHwYFBWnx0hdfaBMQkzElCMKngQg+ErB8VJYtS1zs+WS7dL1j67LoaDJ/fu3pXr3MNGZz8uAB6eamTcDMmcm7Tb0gCCbIvm0ZyDp8fGbMiBseGAgUiBENBhLoowSUmTNnqgyUuJk2iR3W1tY8evSo8uqpUKGCyq6xtrbm6dOnWbduXSV2PHz4ULUznzBhAv/88091rYMHD6qSJUdHR169epULFixQ4sr169e5e/dulS1z9OhRk+v9+uuvJGMFIb3MKe59rFu3jiRV23gfgEFvGT8FBmpflgFG+vmVUHMGaCVeelaM3l0rU6ZMzJkzJwGtHbreuWzcuHFKHFu0aJHKDlq/fr3KCpoyZYrqUFalShXu379f3feJEyfYpk0b6plEYWFhzJYtGwGtPOzZs2cmPkChoaHK+2f48OE0Go2sXLmyGitJlUWUIkUK3rt3jxEREUoQ+/bbb7UJOHw4dn6mTpXYSRA+EUTwkYDlozJlSqyPXtx9OUOGT1Ts+ZdpTzt2xFZ8zZ//Ce7Zv/yS8AcpffpP9IMkCJ8Gsm9bBrIOHx+9UsnBgQRWxYgsrvTxOUd7e02I2Lx5sypT+uabbzhkyBAlXHz33XdKmNE7TAFaB6jffvuNABIUh3QRRBd0dKEiS5YsHD58OH19fQloJsqrV6+mh4cHAa0T2NOnT1XXraFDhzIsLEwJKN26dSNJ1e68UKFCjIqKiicIGY1GVqxYkQBYs2ZNGo1GXr9+XWXhLHzH+Gn8eO1pT89YQ+jUqbVOY/r7pEmTRt2Xnr1kZ2fHbt26EQCzZs2q5qFo0aLsGtMOvUCBAsqbKGXKlDx+/Ljq0vXHH38oX6AyZcrw7t27qmRu4cKFJh23Ll++rIQ7Dw8PPnr0SLVxd3Z25u3bt3n+/HmT0i+DwcCiRYsS0ErFSHLLli0ENDPpgIAAbQIqVIg/VxI7CUKyRgQfCVg+GmFhZNq02t4yebIkZpD8T8ZGhQt/wnv28uWSKiYInyCyb1sGsg4fl6tXdf8ZcvduAzNn1tp1t279I3v27EW99EoXDZydnRkQEKDKlVasWKGydJo0acJVq1ap8+7du6e6Z1WuXJkZMmSIJ/rox+HDh5UYo3eHSuy4ffu2Mo7WRaC4h5ubm8njhw8fZmRkpBKIvLy8WLx4cebIkYN6tlGZMmV469YtlYGTC2ATgM0B/vCW8dPLl6SPj/50s5j3zxMj6jiq+9ffw9XVVZWo1apVSwlBgwcPVoLNtGnT1L1Mnz6defPmJQD26tVLmVVny5aNly9fVkLV8uXLOWrUKAJg2rRp+fz5c1arVo2A1iI+OjpamVZ36dKFRqORpUqVIhDrc/Rq6Ze+Pvp8kmTt2rUJaN5ExlWrEs4ol9hJEJI1IvhIwPLR0JMyMmTQNlyB/7p1WWJVYJ/Eni1mUILwySL7tmUg6/BxaddO296qViWXLl1KPUvn3LlzKoNkx44dqiyrX79+yvclf/78yjPG2tqa58+fZ548msDxww8/cPr06QRAX19fPn36VJUOTZo0ST3n4uLChQsXsk6dOgQ075opU6aoEqecOXOycOHCqswpVapUDAgIUGPThYzEjmbNmpGkyjR63aHfv421NTvEebzIO8RPsU/fIOAQc43cMeJJGQJaSZpuvNyoUSOVTaO3WXd1dTVp0z5mzBglVK1bp/kr2djY8OjRoyZduoYOHUoAzJgxI58+fcqsWbMS0AyY4xo2b9u2jfv27VMC28mTJ3nixAk1x/v37zcp/Zo4cSLJ2IypIkWK0GAw8PLlyypza4aHB/8GuBXgdomdBOGTQQQfCVg+CqGhpLe3tqfMmmXu0VgQ/yLD55PXO6TdmyB8ssi+bRnIOnw8/vlHK98GyAMHolXGy08//aRKicqWLcvVq1cT0DxcLl68qLJP1q5dq4ybW7ZsyWXLlinB6N69e0yfXitnmjx5svLu0Vup6x4ww4cP59GjR5VoFBAQwAkTJijhIiIiQnX4Kl26NI1GIzt37kxA8wSKjIxUpsvZsmXjlStXlOeMnZ0dr127xoiICJVp1LlzZ27cuFFd083Njb///jvnz5+vDJM71qzJAwAnAZwAcNG/jp86xQg+sZlN+fMXMBGqrK2t2aRJEyWgFS5cmIBm6qy3aR88eLBam++++06JY9WrV1fdvNzc3Hj9+nWVRfTTTz+ZGDBfu3YtXtaO3na+bNmyNBqNykg6V65c3LVrF7t06aJeP2rUKJOuX5999hlTp06tRKK4R26JnQThk0EEHwlYPgrjxmn7SJYsZGSkuUdjQfwL9eaT1zv+ZVaUIAhJH9m3LQNZh49Hy5ballazJrlw4UICmj/M2bNnVebG7t27Vev177//nv369SOgdes6ePAg9WyTgIAA5aHj7+9vIvA8ffpUZaLMmDFDmS2nTJmSz58/55dffkkAbNWqFUNDQ1Xp1ezZs3nz5k2VzbN7925evXpVtSj/66+/+PTpU1Vetnz5chqNRtWavFdM9wk9myhNmjQMCwtjRESEasM+YcIEkuSePXuUSHTj6tX3FD/ljiOEuBMAU6dOpx7TzZHLlCmjyrb0LB9ra2v+/PPPBDRT6rgi1o4dO9T6bNiwQYlEnTp1UllKzs7OvHXrlnqucOHCHDZsmCr7KlSoEDt06KB+X7FihVqjhI6UKVOSjO3QlZAnU0qABQF+JbGTIHwyiOAjAcsH5/lzMnVqbR+ZO9fco7FAVq1KPFhJoD7rk9c7PnnFSxA+XWTftgxkHT4OFy7E9iY4ciRKdXIaNWoUO3bsSACsVKkSV6xYQT2DJCAgQLVQ37hxI6tWrUpAMx/WBSNPT08+ePBAiQfTp0/n+PHjCWgGz6GhofTz8yMAjh492kQ0unz5sipfypo1KyMjI1U2T/ny5UlSGR1XrVqVJFV5Wb58+WgwGLh582Ylkty/f5/h4eEq00jv1DVt2jQCWqlZWFgYjUYjy5TRyq26du2qTdDixf8xfooi8FmiAgqgmTLrYpY+X/b29upnb29vVVbVrFkzlRWULl06lcnj4ODAtGnTqmvmz5+fpUuXJgC2bt1aiWcJHTly5FDm27lz52bevHlVxo6dnR1LlCjB4sWLE9DMme/fv8+wsDA1Pn9/f967d4+jY9YoK8AoiZ0E4ZNCBB8JWD44I0dqe0i2bGRUlLlHY4Fs3ZrwpptI67JPXu/Qs6Je18o+Wde0CcKni+zbloGsw8ehSRNtW6tXj6osyMvLi6dPn1ZeL3/++Sdz5cpFQOuE9c033yihQm+Zbmtry3/++UcJRiNHjjQReJ4+fUovLy8C4G+//cbff/9dvVdoaCirVKlCvYTp+fPnqvX4vHnzeO3aNZXN8+eff/Kff/5RYzt8+DAfP36sysvWrFlDo9GoWqHr7cLjZhqFh4czPDxceQlNnjyZJLljxw4lnty+fVuboDFjtAnSa97+dfz0gEDqGJEloxKj9HbrzZs3p57R8zpxCNC6cen3n9jh6uqqfJVsbGxYqVIlNf9p06Zlt27dVDZRmzZtGBQUpDqrLVy4kM+fP1ci08KFC2k0GpXo07dvX5JUJXdZsmRhZGQkQ4OD6RUz/vkSOwnCJ4UIPhKwfFCCg0lPT20vWbjQ3KOxQIxGskgRbYJ6936r1mWidzDWtTox5+pk7VotCJ8usm9bBrIOH54zZ2K3uGPHIpVXzM8//6xaglevXl216/b09GRAQIAyUt66davqLtW5c2clGKVOnZoPHjwwEXhGjx5NAPTz82NoaKjy0hk/fryJaHT9+nUOHz6cgOYPExUVpbJ5qlSpQpJs2bIlAa2FOklVXlaoUCEajUbVSczFxYWPHj0yyUaZPn06SXLSpElKAHr58mWCJWB8/pxMlUqboDlz3kP89EuMAJNZZfTUqlVL3Zs+r/Xr16eeTaVnHOXIkUO1RG/ZsqWag6JFi7JVq1YENK+jlStXKtHnwoULqtNZ586defnyZSUoHT9+nLNnz6ae4RQeHs4ffviBAFiwYEEajUaOHDmSgGaYHR0dzU2bNhHQysQePXrEFy9eqMyhefPmkSTHxIwlOxLJ8pHYSRCSJSL4SMDyQfH31/aQnDmTuQDxb9mwQZsgZ2fy4cO3ftnr9I5PZs9evTrh+v2ffzb3yARB+EDIvm0ZyDp8eBo21La0r74iZ86cSb2k6NSpU0oYOHDggDJWHjFihGqDXqpUKe7atYt6+dGVK1eUYDRu3DgTgScwMJApU6bUMj/mz+eMGTPUe7148YLly5cnoLUGDwoKUpknixcvNsnmOXToEC9cuKDGduzYMT548ECVl23YsIEGg0G1Gh8wYABJmmQaRURE8MWLFyZeQiRVCZijoyPv3bunTdDw4doEffbZO6WPJx4/hRDQ5qFSpUoEwHLlyqnyqWbNtBbu5cuXV95Cw4YNU/c/f/58lbGzZcsWAlp3rb///lvN2apVq1S791atWvGvv/6iXpp1+/ZttmjRggDYoEEDRkREqDK3qVOnMjAwUGVKrV+/nsHBwfT09CQQ64ukewENHDiQJFXpXfbs2RkdHc2QkBCmijF0jmdy7eREPn36fj/EgiBYBCL4SMDy3omO1r5gmT2bdHHR9pFly8w9KgvEaCQLFdImqH//d355YnrHF198gLFaKvqHbckSsmJFbQIaNDD3qARB+EDIvm0ZyDp8GPQtTS+FB8gTJ14qL5hJkyYpUaBWrVqcN28eAa0N+oULF1Rmys6dO5VHTPfu3Tlr1iwCoI+PD+/fv28i8OgZOzly5GBISIiJl87u3buVaHTr1i0TL5no6GiVvVKjRg2SVJ2s6tatS5KqvKxIkSI0Go2qk5irqysDAwMZGhpqkmlExgpAmTNnZkRERIIlYHz2jPTw0CZo8eJ3nufE4qdcuX5U96cLV7oHUt26dVXpWt++famXS8UVafRz//e//6lMoNatW6vsnEKFCpmUcl29epXlypWjnrl07tw5lQF07tw5Tp48WWUHRUREqGypokWL0mg0qhbvujeS3g7e1dWVT5480QSemPK7xTHzNGLECC0zKGNGRi9aRO7aRebJo03A0KH/9SMsCIIFIoKPBCzvlYQ2UVtbcuVKc4/MAlmzRpugFCnIx4//1SXi6h3z58fO+fnz73eoSYLz52O/sjt92tyjEQThAyD7tmUg6/D+SSh+cnIiO3WaSkDzdjlx4oTKODly5AizZs1KABwzZgz/97//qayUbdu2EdD8bq5evaoEo4kTJ5qUZD1+/FhlnyxZskQJDOnSpWNYWBhLlSpFAOzRowefPHmiOm2tWLGCAQEBJtk8Z86cUWM7deoU7969q8qgtmzZQoPBwLx58xIAf/jhB5I0yTSKjIxkSEiIEoB+//13kuQff/xBvQTsoZ4JPWSINkG5c//r9PG48dPQodrl3N0fq45YuhCjl13Z2NiwQYMGSmzTx6ln0cTN8rG3t1dZPjY2Njxx4gRdXFwIgJs3b1bGzl26dOH27dsJaJ5BDx48UO/RokULk3K333//nQ8fPlTj27ZtG58+fapasK9du5ZGo5H58+cnAP74448kYwWeXLlyMTo62iQzaJn+bezy5doEeHiQQUH/5WMsCIIFIoKPBCzvDT1N9tVvTCC2KvExGMi8ebXJGTz4vV22QQPtkm3avLdLJi0aN9YmoFEjc49EEIQPgOzbloGsw/sl8fgpnIDW3Wnq1Kls3LgxAc1HRvd48fb25vnz51UL7r1797JYsWIEwK+//ppTp8YKRvfu3TMReOJm7ISEhNDX15cAOG3aNCUaOTo68u7du6rTVv78+WkwGNi0aVOTbJ6GDRsSABvF7L96eVnJkiVpNBq5bNkyAqC7uzufPn3K4OBgk0wjMr4AZDAYWKBAAcYtAeOTJ6SbmzZBK1a8l/mPjiazZ9cuWaZML5WVBGhGzbpXj57BpM8tAObJk0eVabVu3VqJZH379lUZP127dmWfPn0IaOV2+/btU8LQ7du3lf9P//79efz4cfW+ly9fVm3f/fz8GBUVxd69exMAS5cuTaPRyEGDBhEAP//8cxqNRuUT5O7uzqCgIAYHB6s1X758OUnyp59+UmM3GAxaTJo7tzYBP/30XuZUEATLQQQfCVjeC7oRXkJijy74JHsj4XdB/zbF3f291kwfORKbVXXr1nu7bNLh7NnYD93Zs+YejSAI7xnZty0DWYf3x+vjp4kxWSIZeeTIMSU2HD9+XPnITJgwgR06dCAAVq5cWZn3Ojk58fr166od+JQpU0wEnkePHqmMnZUrV6quThkzZuTLly+VCPHNN9+YdNpau3Ytz549a5LNc/LkSQKaZ825c+d469Ytk/Ky6Oho5syZkwD4U4ygMGzYMJVpFBUVZSIALViwgCTjlYCRJAcN0iYnf35NqHhPzJ6tXdbH54Yq3dI7X9WtW5d6xtSXX35JAGzatKmaP12UsbGxUebYLi4uyqDawcGBJ06cUHOyb98+JSL17t1bZTGlSJGCT548YY0aNQiAHTp0MCnLWrRoEe/evauus3fvXj5+/FhlD23atIkGg4G5c+cmoHkMkaS/vz8BMG/evDQYDHz27Jnq+rVST8HXe9Z7emodVwRBSDaI4CMBy3vhk28V/i5ER5O5cmkT4u//3i9foYJ26d693/ulkwaNGmkT0KSJuUciCMJ7RvZty0DW4f0RP366QKAegd8JeMWIPLNYpozmCdO4cWNOnz6dgNbB6dy5c8o4+MCBA8q4t2/fvpw4UROMMmTIwHv37pkIPHpmSP78+fn8+XPV0Wn27NncuHEjAa3j04MHD+J12no1m6dOnToENGNjkiblZUajkQsXLiQApkyZksHBwXz27JlJphEZKwDlyJGD0dHRCZaA8fHjWHPItWvf6zq8fEn6+mqXLlmyNQEoUcbBwUHNa+vW2nO2trbs2rUrAbBYsWKsXLkyAbBbt24qK2nIkCEsWbKkWg99XqpWrcqtW7cqYe7BgweqFGvo0KE8ePCgeo+bN2+alGUZDAb1vpUqVSJJ5SlUvHhxGo1GLlmyRM338+fP+ezZM7X2q2PS7X/88Ue1/gaDQYtNc+bUJmDEiPc6t4IgmBcRfCRgeS/oXwy86YjZ1z9tFi2K/RblA9RKb9sW2/hL/0Lsk+L06di0sk/SzEgQki+yb1sGsg7vj/jxk7/K5NEORwLfqN9PnDjBdOnSEQAnT56sBIgvv/xSmfa6uLjwxo0b9PHxIQDOnDnTROB5+PChygpZt26d8qHJmjUrIyIi+PnnnxMA+/XrF6/T1qvZPLoJsbW1NS9evMjr16+r8rJ9+/YxKiqK2bJlIwCOGjWKZKzYoJs/xxWAli5dSpLxSsBIkt99p03S559rjS/eM2PHapfPkiXWPFkXYnSRy83NjWXLliUAtm/fXvkU6WbTjo6Oqquap6enKrFycXHhiRMnlDh35MgRZUY9aNAgLl++XL3m+fPnrFixIgHNdDsoKMgkI+fGjdgspIMHD/L+/ftqHDt27GB0dLTq3jZ69GiSVMbRBQoUoNFojOf/QzI2Pk2ZUmt7LwhCskAEHwlY3guS4fOWREXFFop/oG9Q4jb/+gAJREmD+vW1CWjaNNaVcc8eqSkUhCSO7NuWgazD+yPhDJ9BBGxfEX60jBv9D/f06dPzzJkzyjj58OHDKrNk4MCBHDduHAGt29Xdu3eVwLN27Vp+9913BDTfl+DgYFUyNG/ePK5du5Z6edHjx49Vpy29M9Sr2Tx6iVPr1q1J0qS8jKQqcfLy8mJISAifPHmihAa9nEgXgHRPmbglYP56IPPggeZiDZAbN36QtQgO1irtAbJIkToqi0YvK9PHpN+jo6Mj27dvr+5XLwHr168fs2fPTgAcN26cakU/ZMgQ1dmsXr16aq7d3NwYGBjIHDlyENCMoPUOaQ4ODrx37148wUYfg94hrVcvzXuobNmyJKkMpL28vBgaGsonT56osrw//viDJJUvk565xehorc09oLWKk/hJEJIFIvhIwPJeEA+f1xC3FUT//tqEpE79Qb89WbZMe5tUqcjQ0A/2NpbLyZMJfxDTpxf3cEFIwsi+bRnIOrw/Eo6fVsaIPJ4EvlOCj5OTk/LkmTFjhhIg/Pz8lJlvihQpeOPGDaZOnZoAOGfOHBOB5/79+6rT08aNG026dkVERKiMlkGDBpl02tq6dSuPHj1qks2jlx7Z2Njw8uXLvHz5skl5WWRkJDNnzkxA87khaZJpZDAYTASgVatWkaQqAfP09GTwxo1a/NSwoTY5xYp9kOwenYEDtbfJnTu2rEoXb3TTbC8vL5UF1a1bN3XPupePq6ur6njm6+vLRYsWqfs5evSo8j86ffo08+TJQwAcPnw4582bR0Az4n7x4oUqB/v2228ZGBioBJsNGzbw8uXLJl3S7ty5Y+LtExUVpbq4TZgwgSQ5YMAAAuAXX3xBo9HIwMBAJQSuX79emwC95au1tcRPgpBMEMFHApb3xurViYs9n2yXroT6rAJkq1Yf9G2josisWbW3+vXXD/pWlol8GAUhWSL7tmUg6/B+Wbz41e2qVIzI8wOBrwmA1apVU14uadKk4cWLF5UQFPewtrZWfjzZsmXjnTt3lMCzevVqlbFTrFgxk1KqxYsXq/IjNzc3PnnyhD169CCgdZYyGo3xsnl035oOHTqQpCovq169Okmq0iYfHx++ePGCjx49Msk0IsmBAweqzBWDwWBSAjZS78YV99D9fD4QDx6QDg7aWxUoUFbNvS7E6GbZnTp1IqCVnDVr1oyA1j1N9x3y9/dn+vTpCWhdz/QSq3HjxqnysBYtWnDx4sUEwFSpUvHp06dKIPv111+5efNm6pldjx8/Vl5KxYoVo9FoZMuWLalnC5Gx3km6t89vv/2mPi9hYWF89OiRKs/bvHkzSbJ///4mIhBXrJD4SRCSGSL4SMDy3jh0KOE9IkOGT3R/MHOf+unTtbfKmJGMjPygb2VZSLqZICRbZN+2DGQd3i8zZmjbk40NCejduOyYJs0lOjlp2S9bt25VrcKHDRvGb7/9lgCYM2dO1qpVK0HxZ8GCBcrQV/9DXz8KFy6sSsB8fHwYERGhujv16tWLf//9t/Li2bVrV7xsHr21uJ2dHa9fv86LFy+qjJO///6bL1++ZIYMGQiAEydOJEmTTCOj0WgiAK1bt45kbAlYaoAhZoqfunbV3qpw4VjBRfdN0luzZ86cWWVY6SKalZWVKqVLnTq1+jlLliycPXu2El8OHTqkxLmLFy/Sz8+PgOYDpBtyp0+fni9fvlSZRN9//z0fPnyoxLvt27fzwoULKlvozJkz8bx9IiIilEA1efJkkrEGz7poZCICbdgg8ZMgJENE8JGA5b3RtGls8sonX/ZrAaJDWBjp7a293cCBn9B6iKGUICRbZN+2DGQd3h9GI5k7t7Yt/fwzWaWK5vFSpUpLjh//CwGtO9P+/fsJaJ4u165dU12XNm3apDJvevTowbFjxyrB4cmTJ+o8PesnoSNdunRcsWIFAdDDw4O5cuUyed7Dw0OVdmXMmJEkWa5cOZUZ0rVrV+U/kyNHDo4dO5aNGjUiAKZNm5bh4eG8f/++KjkaOXIkDxw4oDJUcufOzStXrpiUgI0A+AJgJEDjR46frl7VK5qMTJ8+f4xAUkMJPV5eWve0zp07K8Gsdu3a1LOf9FKqcePGqdK6uXPnKvFl2rRpas06deqkMnF8fX357Nkz+vr6EtA6pq1Zs4Z61tWzZ8/49ddaxpfu1fPVV18pIYqk8hT68ssvSVIJSOnSpePLly/54MEDtZbbt28nSfbp04cAmCdzZq4COBngAIAzJX4ShGSBCD4SsLwX7twhbW21feDECXOPxgKwENGhefNP0MZGWsYJQrJF9m3LQNbh/bFjh7YlpUhBXrx4T2XVHD58mFmyZCGgddnS/7Dv0KEDf/31VwKa7865c+dUdsnly5eZL18+AuDYsWNVW/YcOXIwODhYdXoaMmQIW7RoQb0kyd/fn0WLFlXPvSr4xD38/Px44MABAqC9vb0SehI7pk6dSpIqIymxw8PDQ2XB+AAsF+e5tWaIn0qV0t9qScw4UtHaWjO31r18cufOrbKY9HIrW1tbjhw5kgCYIUMG/vTTT+pcfd0yZcrEPXv2UM+Qunr1qrrO9OnTOWHCBDXXERERJj4/cb169u3bx9OnT6v1DwgIMPH2OXr0KENCQlS3tg4dOvD3339Xfk+lSpVixYoV1fmvHpUkfhKEZIEIPhKwvBcGDdL2gDJlzD0SC8ECRIfEKsqSfRm2hYhtgiC8f2TftgxkHd4ftWppW1KPHrHdqkqWLKlarKdMmZIBAQHqj/KTJ0+qEqCpU6eyS5cuBMC6detyx44dBLQW4IGBgUowmjFjBqdOnUpA8/WJiIhQWShTp07lX3/9RT176OHDhxw6dCgBrXvTnTt3WLNmTU0AqFSJ+/btY4MGDZSAMGvWLNVePHPmzOzcuTNLldI8iJycnPjy5Us+e/ZMGQ5nyZKFuXLloqenpxJIUqZMyaxZsyqfm/EAy8QRHjaaNX6KIpAlZiw1YoScvMpoWvfyyZIli2ql3rVrV5WlM2XKFJVltWzZMpVpNX/+fNXe/euvv1ZiUObMmfns2TOVGbRo0SIuWaKJTqlSpWJISIjy6qlSpQrv3LnD8uXLU88uIqkEOwcHB1XypR+enp68e/euEo30zmL658sDYEOAvQD+JvGTICQLRPCRgOU/ExamdYMCyJgGC4KZRQcLqCgzH/rNv84/KdnevCAkb2TftgxkHd4Ply/HblVnzoQrMWD58uXqj/gBAwYo75tKlSrxjz/+oJ4Rc/PmTeXpsnfvXpPSrtWrVyvBKCQkRBkhT5kyxeS50NBQ1qtXT4kXYWFhqmRp6dKlvHnzpupCdeLECV6+fFmJCOfPn+ejR49UidCePXtoNBpVltGoUaNIkqNHjyagtV03Go0MDQ1lypQpCcS2ZtdLlzxdXRkCMAKah8/TmJ/NGz9NixFM0hPQPIcaNtRK1ooVK6bEGb0LlpOTkxLNPvvsM2WMXKRIEY4aNYqA5r20ZcsWdf7NmzdNxKC4mUGRkZEqS6dAgQIsXLiwiYiji082Nja8efMmy5QpY/K8vb29EnTKli3L6Ohotm3bVgmF9+/fNzEB/+eTDB4FIfkigo8ELP+Z33/X9oGMGbXuUALNLjp88kku+tdziaU4Jdv0JkFI3si+bRnIOrwfevXStqUaNci5c+dSLwPS25/b2Njw4sWLqpPWhg0blBDUr18/VTpUqFAhnj9/nnppz+XLl1WWzffff69EIk9PT4aGhqrnBg0axH/++UcJOBcuXOCsWbMIaF49UVFRqhSrYsWKJMlu3boRAGvWrEmSStgoXLgwjUYjt27dSj3L6OnTp3z58qXKdpk7dy5Jqpblfn5+jI6OptFoZLFixbTxDhxogfHTeAJOMYJIoZixF1BZMh06dFCCll4a9+2336osphkzZtDBwYGAZk6tr2e/fv2UGXSePHmUKGdtbU03NzdVgrd27VrV/evVw8rKihkzZlSeSgMGDOCuXbuU2XOnTp1oMBhUN7QKFSqQJI8fP049w+ru3bskyRo1tAymXvo8S/wkCMkCEXwkYPlPGI1k/vzaPjB2rLlHY2GYsTW4BVSUmZ/Vq+N/TWdnJ2logpCEkX3bMpB1+O8EB5OurtrWtHWrkQULFiQAjh49mu3atSOgGfHGLcXS/0i3sbHhlStXmDZtWgJaN664pV1HjhwhoPnD3Lt3z0QMOHz4sHru7t277N69OwGwRo0aNBgMqvPUhAkTGBQUpLJHNm3axMePH6uMoj179jAsLExltyxbtowkWalSJQJg7969ScZ23UqbNi0jIiIYFRWljJmnTZtGkvzzzz+plyA9ePDAAuOn8gmKLfpRpUoVVbKml1NZWVkpP6a4R8WKFfnDDz8QgBJ0Ejv07l+VKlXilClT1Nz36dOH8+bNU4LN/fv3uXbtWgJa2VdYWJjKHnJzc2NISAhv3bqlMrXOnDlDkixdujQB8IeYVvfbtm0jALo6OTE4bVrTSXB2FrFHEJIoIvhIwPKf0L8JcXYmnz4192gsEF0Ni3t8hD71n3yGj050tHaTs2eTjo7aTe/aZe5RCYLwL5F92zKQdfjvTJyobUm5cpF792otzp2cnHjx4kWVOXLgwAHlazN58mS2adNGCUGLFi0ioLX5vnv3rklpV9OmTQloni7Hjh1TwsCdO3eU4XCbNm345MkT1ZJ7165d3LBhgxIJgoODVVvx3Llz02AwqDIjPZtH7wCVKVMmRkVF8cSJE0qQunHjBg0Gg2r1PmbMGJLksmXLCGhdxMLCwkhStZXv0qWLNjkREWTKlBYUPy0l0IuAbm6sZ/vEHh07dlSCy+tEHADcv3+/WuOaNWsq4adDhw7KH6lKlSq8fv26KsW6cOECBw8eTCC2Q1fJkiUJgP7+/oyOjmamTJkIgHPmzKHBYGD27NkJxBpn653TOnXqRJKqM5uXlxdfvnxJo9GoBKtJv/yiTcbw4dok2NiQMZlAgiAkLUTwkYDlP1GvnrYP/O9/5h6JBXLihDY51tbk0qUftS+62NgkQLdu2s3XqWPukQiC8C+RfdsykHX4b0RHk35+2pY0fTpZv359Alqbb39/fwKaN8ymTZtUJsiVK1eUSHDo0CHl4zJs2DAOHz6cgFbadePGDZXJcfLkSdWNq2XLliYCwqlTpzhixAgCYMGCBWk0GlW5WN++fRkZGcn06dMTAH/77TeGh4ebePtER0crQWHixIkkyebNmxMAmzdvTpLcuHGjljHi6sqgoCAajUZVauTv70+SJl3G/vnnH22C5s3TJsfHh9y2zYLiJ01wc3DQSp/s7e2V8XKnTp1UaZyebZU9e3YlsDVr1ox169YloHks6S3p27Rpo4S1ggUL8tKlS2o+rl69qvyVunfvzjt37qi1PX36tDJz9vX1ZUREBMeMGaM+B0ajURlB58yZk0ajUWVSOTk5MTAwkFFRUWqN582bRzK2jXu2bNloMBi0SSldWpuAwYM/+PwLgvD+EcFHApZ/zbVrsRvihQvmHo0F0qyZNjnNmpnl7cXG5hUuXoy9+StXzD0aQRD+BbJvWwayDv+NDRu07cjDgzx//rpJB640adIQAJcsWcIqVaoQ0Pxg9A5exYsXV3+4Ozo68u7du8ojZ+HChcrguUKFCrx9+zZtbW0JgMePH1clQpUrV+bLly/Vey1cuNDE0+XWrVsqg8jHx4fh4eHxvH30EiIPDw+GhISYCE0nTpwgSSWG9O3blyS5a9cuJTg8fvyYJJV5cIMGDbTJMRjIPHm0CRo92izrk3j8pJfDOShjar38LlWqVKxWrZoSdFxcNHNnfd7s7e25fPlyJYDpc+Hg4MB//vlHGV8fOHCA1atXV/O2c+dOAmCKFCkYHBzMr776SomDERERag2XLl3KwMBAdZ39+/czODhYlZpt376dRmNs6aCecaWbSOsiUWhoqIlnFEly5UptAry8yPBws6yJIAj/HhF8JGD51/Tpo/37X7WquUdigVy7pmX2AOTJk2YbRkI2Np/0lzTVq2sT8PXX5h6JIAj/Atm3LQNZh/9G5craVvTdd1SmyFWqVOGCBQsIaH43J0+eJKAZ+F68eFFl1yxfvlxlBHXq1Em9xtfXl4GBgao8aMOGDezXrx8BsHz58iZ+PJs3b1Ym0bq3TtzsHKPRyEKFCqkMIoPBwBw5chDQvH3I2HKigQMHkiR79+5NQPObIal8hGxtbXn79m2SNBFESPLOnTvK5+bw4cPa5GzcqE2OqysZFPSRVyaWhOMnIzNk0AQTXXjJli0bM2TIQCDWcydlypRs3749Aa38TjdyHjFihMqKmj59usp2Gjt2rBKOmjdvrkrrdJNt3Vdp8uTJ3LdPK/9zdnbm06dPOWTIEAJgqVKlSFIZSDdp0oQk2bNnTwJgrVq1SMZ6KunC3ePHj01EIpLs27ev+kyS1DqyZMyoTcKcOR9/MQRB+E+I4CMBy78iJIR0d9f+7d+0ydyjsUB69LAYNUy3sVmyhGzYUBtW3brmHpWZ2LIlNpCU/+8FIckh+7ZlIOvw7zl3Lrba+/z5EBOBRhcARo4cyU6dOhEAGzZsyN9//52A1sHr0qVLqnTo3LlzSpgZMWIEJ02aREBrBR4cHKyuvX79eo4fP55ArB+PnqEyevRoE0Pf48ePm2TiBAYGcv369QS00rLnz5/zwIEDKmvl3r17fPr0qcpo2bp1K8lYv5jWrVuTJE+fPq0ErGvXrpGkykbSPWlIkmXLxqphZiZu/FSwoDasGjVmKKFHF9B0b6WSJUsyY8aMBKD8juzs7NS6ZMqUiT///DMBMF++fJw9ezYBMEuWLCZG23fv3mWWLFkIgL///junTJlCAMyRIwcNBgPz589PABw/fjzv3bunsrhOnDjBU6dOKaHt7t27JiViV65cYXh4uDLaXrNmDclYkahx48YkaVL6d/78eW0yxozRJqBAAa1jiyAISQYRfCRgeSf0za9tW+3f/ezZtexbIQ6PH5NOTtoE7dxp7tGYcOFCbKAZ84Xbp4XBQObIoU3CpEnmHo0gCO+I7NuWgazDuxFXOKhVS9uCGjak+kM+e/bsKnPD0dGRly5dUlkXf/75pxJnxo4dqzJpqlWrxj179ihh5uHDh8yaNSsBrfuV7t+SPXt2RkREKCFi9uzZ3L59O4HY1ul6lpHesltvz929e3eSsaVZ/fr1I0llLNy+fXuSsWVB+fLlo9Fo5JUrV5RgoHeE0j1r9MyTuBlHGzdu1Cbq0KHYjpp37nzEFXozy5frtkLPVZmU7slTo0YNJbr06NGDgFZ6V6JECQLgkCFDmDJlSuqlV7rB9o4dO1Tr9o0bN6rW9MOGDePYsWOpl1oFBwerudqxY4cqE8uaNSsNBgObNWtGQCsvI8kyZcoQiO2+pZeIffPNNyTJQYMGqcwvMlaMs7Gx4a1bt0jG+kopI+0nT2Jj2717P/LsC4LwXxDBRwKWtyah9FYPj0/QC+ZNDB2qTU7hwhb5LUi5ctrwhgwx90jMxNSp2gRkyyZqpSAkMWTftgxkHd6exEqr/f0NJh24GjZsSL1MSzdhLly4MHfs2KFKeG7cuKH+8N+yZQvr1Kmj/ihfs2YN9XKi4OBgE/FH74zl5eXF8PBwVVrVq1cvBgcH083NTYkO58+fVxkhly9fNinNunPnDv/55x+TDKO4XkDz588nSXbr1o0AWL16dZLkzZs3lSBy7NgxklQGw3ny5Ik1B65fX5ucGCHJkoiIIL29teFVq/Y/AmDVqlWVUFKzZk2V7aOXqQ0bNkxlZvXp04cA+OWXX6qMmmbNmqnHa9Soocrz0qdPzwcPHijR7+DBg0pIqlu3ronPzsaNG1XGlYODAwMDA1X3LW9vb758+dLE/DskJIS3b982MX8mqQy79RK9vXv3KjHxqd6Gt0sXbQLq1zfXMgiC8C8QwUcClrdCN7B7NWDRTe1E9IkhNJRMlUqbnOXLzT2aBFm6VBteunRaWfYnR9x6RN2QUBCEJIHs25aBrMPbkVjspB3aH+Fubm48e/asiXFzXBNmvWV5t27dOGHCBAJgrly5TISXgIAAli5dWv3BHlf8CQkJYZEiRQiAQ4cO5dmzZ6mXVl29elWVeuXMmZMGg0GJEbqJst5lSi/N6tq1qxIoyFhPmHTp0jEiIoKPHz9WGSy7du0iSeVto2cQvXz5Ut2j3h2KFy9afCeQgQO14ZUoEVs2pfvz6ObTKVKkUBlQ7dq1U23aZ8yYoYS0devWUS/fOnTokHr8woULyqtp9erVJr4+AQEBat1u3LihhKLq1aubdD8bPXo0IyMjmS5dOvUZMhgMzJYtmxIAydh17dixI0mqz0yqVKkYFhZGo9HIAgUKUM8sI0mePx+bJh5TlicIguUjgo8ELG9Eb1GZcMDyibb4TozJk7VJyZrVYtWUly/J1Km1Ya5bZ+7RmIlvv9UmoHJlc49EEIR3QPZty0DW4c28KXYCtOyQr7/+RpnkVq5cWXXH8vX1VeIMAF64cIGZM2cmAM6cOVNlfNSoUYN///23EhDu3r2rxJ9Bgwbxr7/+UtkfDx8+VGbCDRs2ZFRUlCr1mjVrFu/fv69avx84cIDXrl1TQtTp06f56NEjlXWyZ88eGgwG5s6dmwA4btw4kuTQoUOpZycZjUY+ffpUlUBt2bKFJJUnkS4SkSQ7ddImpk4dcy3ZG4nbnbZgweIEoISTdOnSKWNrXeBydnbm119/TUArwdNLq7777jsWL669fvjw4Srjqm/fvhw4cCABsGLFiqpzmp2dHR88eMBKlSoRAAcMGMArV64owe+ff/5RJty6GbOeJVa0aFGS5MSJE5VYaDQa1efC0dGRgYGBjI6OZqZMmQhovkFk7Drp1yRJVqmiTUCfPuZaBkEQ3hERfCRgeSN79rwuYIk99uwx90jNTFQUmTmzNhlTp5p7NK+lXz9tmDHZ1p8e16/HdlE7d87coxEE4S2RfdsykHV4MwnHTgcJ/EDgjxghx5pz5pw1MW7+4osvlBDQvXt3AmDNmjW5atUqlYFx9+5dOjs7E9A8XXQPl1atWsUz/43b0SuuoHPw4EEuXbqUcUu9Bg8eTAAsUaIESbJXr17US5fI+GLOxo0bqWcpBQcH88WLF8oQeNmyZSTJkSNHEoj19zEYDKrr1M8//6xN1r17pL29NkkxnaIsFb3ZZ40a85UYomfx6NlR+fLlU0LYkCFDlDAzc+ZM6plXv/32G/VyL73FfcqUKXnp0iUlsl24cEEJQ8OGDVPnpUqViuHh4aqMrHfv3gwLC1PjWLt2LR8+fKjW+vDhwwwKClLC244dO0w6sY0ePZokOW7cOAJg/vz5aTQaTQyeV61apU2A3kXN3V3LmBYEweIRwUcCljeyZMnbCT5Llph7pGZGnygvLzIszNyjeS1XrsRmZ129au7RmAndK6BmTW3t9uyRNDVBsHBk37YMZB3eTMKxU0eVsaMdn7FmTS27J3v27Pzzzz9V1sU///yjRJ2dO3eyVKlSBMDvv/9e+d/ky5fPxB/nxIkTbNq0KfUSrMuXLyux4cKFCyaCjtFoZOHChamXeoWGhipj4VWrVvHJkyeq89b27dsZFham/vhfunQpSbJcuXIqM4Ukp06dSgDMnDkzo6KiGB4ervx9FixYQJL84w9N7HJ3d4/9/AwYoE1QTGtxS2bdOm2oqVOHKcNl3X+pUqVKqpxNz/LJnTs3v/zySwJgnz59TMyz44openbN3LlzlRl0jx49VMZXunTpGB4erl4/b948btmyRQluISEhHDBgAPXsIJJs3bo1AbBFixYkqQTEOjFZVHpWUIYMGRgVFcWnT5+qz9zeGGPm77//nkCcTmoGg9axBSB79ZL4SRCSACL4SMDyRiTD5y0wGmN7dv70k7lH81ZUraoNd8AAc4/ETAwbFv9DnD69GFIJggUj+7ZlIOvwZhKOndYQ+PIV0Qcqa0bPxunYsaPq0pQvXz6TrJ2bN28yffr0BMA5c+awX79+BLSOSzdv3lRmvCdPnjQp+3rx4oXKAFm1apUy5XV0dOSjR4+UWJM1a1ZGR0erzBw920P3oMmUKROjoqJUGZmtrS1v377N6Oho+vn5EQB//fVXklRtx9OnT8/IyEiSVMLVAD34CA6O9dX74w/zLNY7EBWleSBqWT7fKIEF0Hx49Hb0jRs3VuKJPpcpU6akv78/AbBYsWLs378/AbBKlSqq09kXX3yhuqi5urry8ePHytdn1apV6rzChQszOjqa2bNnJwBOnz6dN27cUNlB586d47Fjx9Tn5v79+8oHyMrKilevXk0wg6dLly4EYj2c7ty5owTFkydPapPQoYPET4KQhBDBRwKWNyIePm/B9u3aZDg7k4GB5h7NW7FmjTZkb2+t+8QnhbiQC0KSRPZty0DW4c3osVP8rWZOjMjjQ3v78krwyZQpk4lxs945q1+/fvzqq6+ol2zpZVje3t58/PixKgdbv3698gKqWLEinzx5YpIhNG3aNAJglixZGB0dzdq1axPQOnzFFWsmT55s0nlrwYIFJsLCxIkTScY3c165cqUSNUJDQ2kwGJSnzfjx40lSdZOyt7fnvXv3tIn6+WdtYnLmTDKdM/VmrEWKXCSgGSnrrev1rBp7e3u2atWKAPjVV1+pDJ7JkyerLl5//PGHysA6dOiQKsE6dOiQ6uA2bdo01Ua9QoUKfPToER0cHKiXaunePHny5KHRaFSiYdeuXUlStYb39/cnSdVZ7NtvvyUZm8FTrlw5kuS5c+fUPV2/fp0kVdZY27ZtJX4ShCSICD4SsLwVq1cnLvZ80v++R0drX+PlzatNSI8e5h7RWxMZSaZNqw3bQhuKfRhEwRSEJIvs25aBrMPbkfDfxqViRJ6RLFu2BQGwdu3ayoenfPnyqq32q0e5cuVUd6uhQ4dy8uTJBLRysKCgIJP26nomSIECBUwEm0mTJvHixYvqmhcvXuTq1asJgJ6engwNDY3XeUv3jvHw8GBISAivXr1qYuZsNBpVt6rBgweTpOpE5e7uzufPn5Mk69WrRwDs0L69FjstWBDbRSLGKDgpcOcOaWOjDbtYsQpK1AE0fx3dG6d3794qw0YXbYoVK8bmzZtr89Chg4kPjy4QtWnTxkTIuXnzpknmTps2bQiALVu2ZFBQkCq92717N3fv3k0AdHFxYVBQEJcsWUJAMwGPiIjghg0b1FqGhobyzp07Kivs1KlTJMnKlSsT0MylSapOYvb29nzo68snAA8DXC7xkyAkCUTwkYDlrbh3L9bjNu6RIcMnLPasXh1fOPD1TVIT8sMP2rBjOqV+GkiNoiAkWWTftgxkHd4ePRtEOwJihBZrTpx4XnW8OnjwoPJmWbx4sfqD+7PPPlMZPHEPa2tr3r9/X2XlZMmShfny5SMApk6dmnPmzFHlW9OmTVO+Obpgo5ft1K5dmyRZsmRJApo/kNFoVIbDejtuvQxr4MCBJMmePXsS0DpPkeS+ffsIaJ3AHjx4YPIavXQrICAgto28j4/pfmttTcaYPCcV6tbVy7qWEwDTpEnDtGnTEtAMsgHQz89PmS4PHDhQZfbo3a+cnJy4fPlyJYzt2bNHzeOVK1dUhtaePXtU5k63bt149OhRJcA8ePCAXbt2pV6GZTQamSdPHgLgL7/8woiICJWttXTpUhoMBvW5mTFjBkmySZMmSoAiyfXr15uIQqNGjVKfJ6dXPovBEj8JgsUjgo8ELG/FmDHav+ElSmj/jn/yHm3JJKX15s1YIS8gwNyj+UiIC7kgJFlk37YMZB3enhYttC2lTh2ydm3Nb6dGjZqcMmUKAc2jRzff9fT05MWLF5UwcvHiRWbIkIGA1mK9WLFiKktk69atBDSfl4SygfSjYcOGylz5u+++Y7FixVS2SIMGDdi2bVsCoI2NDVevXs3Nmzer6x4+fFhl/9jZ2fH27dsMDAw0KRUjyVq1ahHQysPIhEu3OnbUDKvrJrbnJqHYiSS3bNGG7e4eQW9vHwKxLdpLliyphDq9zC5jxoyqNKpDhw7Mnz8/Aa3cLWvWrATAWbNm8fPPPycAjhkzhp07dyYANmrUiLt27SIApkiRgsHBweqzMHz4cJMyrJs3b3L69OkEwGzZstFgMKjuaiVLliRJTpgwgYBmKH379m1OmjRJfQbKlSvHevXqqTHNnDlTZYfFPdICLAfwlsRPgmDxiOAjAcsbMRrJHDm0f8N/+83co7EAkllJUO3a2rC/+cbcI/lISIaPICRZZN+2DGQd3o5nz0hHR21LOXQokj4+mjCwZs0aVfYzadIk1eWpZ8+e/PHHHwlofi2bNm0ioPni3L9/X3WA2r9/vyqP6tq1qzICtre3Z9OmTZXY4OTkpErFbGxseObMmdeKQ02bNmWlSpWolxgldI5e/uPp6Umj0cjz58+r54oUKcIqVaqo+/Tz82O7du3o7++v/GkOABwLcDTA80k4djIYyMyZtaHXqqWVa5UpU0bNj162Vbt2bdX9bPTo0WpddNEle/bsyqC7YMGCql175syZeeLECTXnt2/fZq5cuQhoPkALFy4koJXdRUVFsUIFrbRs4MCBDAkJUZ+BzZs38/bt28p4+fjx43z27JkaZ0KHp6enGlORIkU4YcIE/vTTT3SJyUhbJ/GTICQpRPCRgOWNHDig/fvt7EzGlGF/2iQzwWDTJm24Hh7k1q2fQPZW4k6aSTLoFIRPCdm3LQNZh7dj+nRtW8mXj1y7VvO08fb2Vl237O3tGRAQYPLHuN6Ba8mSJao99zfffMNff/2VgObpcvv2bfUH+/nz51W5T48ePXjq1CkCWves+/fvq/KtRo0a8fnz50p8aNy4MXv27KmyiSpUqMDvvvuOeqbIuXPnVNvxhI6iRYuSpMpCed2hZ4uUjNlnnWMeX5qEYyeSHDVKG7Kf33U1j5UrVzERfKytrdUcVa9enXnz5iWglcvp2VmrV69WRsx79uxR875x40aWKVOGAPjjjz+qrLCcOXMyPDzcpHuXnonl4eHB+fPnqwygFClS0N7eXl2/ffv2JKkyx6ysrPjZZ5+xQIECBLTStL/++osPHjxQn8vTp0+TJHvFlPI1SizulfhJECySd9mzrSF8ksyZo/23cWPA1dW8Y7EI7t9/v+eZmWrVAC8vICgIqF4daN4cqFAByJwZWLPG3KP7ANjYAJMmaT9bWSV8zsSJ2nmCIAiC8C/R46f27YE5c34HALRu3Rrz5s0DADRo0AAbNmxAdHQ0ihYtinv37uHOnTtIlSoVihYtio0bNwIAOnbsiFmzZgEAunTpgjlz5sBgMKBMmTJwd3fH+vXrAQD/+9//MH36dHVtZ2dnLFq0CADQrVs37Ny5E0+fPkXq1Kkxf/58eHp6giTKli2L3bt3IzQ0FABQp04d5MmTB507dwYAVKxYEaGhoZgxYwYAwMvLC0uWLMGTJ0+wYMECAMDIkSOxYsUKVKlSBQCQO3duTJgwAf7+/nj48CEAoG/MvLSNOfwSmrQkEjsBgLe39t+rVzOD/BIAsH+/OwBg48aNKF26NIxGI+zt7QEA27ZtQ+PGjQEAv//+O1q3bg0AWLRoEZo2baoeb9++PQBg6tSp6N69OwBg1qxZaNKkCVKkSIGLFy9i5syZKFmyJABgypQpqFOnDhwcHBAUFIQ2bdrgyJEjAIDQ0FBERkaqMS9fvhyhoaEYO3YsAMDOzg6HDh3Cn3/+CWdnZzx48ABWVlbw8fFB3bp11ZgAoEPHjgCAPwA8SmxSJH4ShKTNh9efPi7yDdWbCQkhU6TQhPs//zT3aCyEZJbh88l2YEvIdBsgv//e3CMTBCERZN+2DGQd3syZM9qWYmdHnj17T2XkHD9+XJXbbN++XbXfnj17NuvUqaMyeoYNG0ZAKxPSPXGcnJz4+PFjlQW0ePFiDhkyRJ0XHBysOjbt3btXZYTkypWLRqNRlWv179+fERERqvRq+fLlJt2edu3axRcvXqhsoHXr1pGkyhr56aefSFJ1AitYsCCNRiOfPXumrrF9+3aS5IwZMwiAWXx9GZ3MYifTROH1MRlNKQloGU16Zo+vry+rVNEyf3r37s0UKVIQiDVvtra2Vt2z7O3tefjwYZV9M3fuXHV+9uzZVaaOfuh+TBcvXlTr4+bmxg4dOihz5t69ezM6Olp91n7//XcajUaV1fPrr7+SpPJzateuHUkqb6mUKVMyPDycJFU3tp/d3eOv3cyZ5loOQRBeg5R0ScDyWubO1f4Nz5ZN8/IRqKWqpkuXLDx8kpkd0bsTHR3rQt6ggXbTDRqYe1SCICSC7NuWgazDm/nmG21LadiQyrulRIkSXLBgAQHNo2Xv3r0EtBbaly5dUqLQ2bNnmSlTJgLgwoUL2bp1awJg27ZtVcet1KlTMzQ0VHWGWrJkiRJ4cufOTYPBYOL5EhAQoESE69evm7TrjoyMVG3Ac+fOTaPRyNmzZ6txRkdHKxHC3t6eDx8+ZGRkpBKe5s2bR5IcP348Aa3szGg00mAwMGfOnATAX8aPTzbl1AnHTg8JpI0RYrSuV4UKFaK3tzcBsF+/fmrdWrRoQUAzUdZFmM8//5xubm4EwCFDhrB69eoEoESZhI7y5cuzYsWKBLRuaJcvX1bPXblyRfn8ZM6cmQaDQX0OS5UqRZLKrLlAgQI0Go3866+/1Ofx+fPnjI6OVqVfS5cuJUnOmjWLgFZWZty9W4ufChTQJsHf34yrIghCYojgIwHLaylTRvs3fORIc4/EwujdO1mkxSSzZKX/hv51rK0tGdNWVhAEy0L2bctA1uH1RESQqVNrW8rGjUb1R/1vv/2mOmb99NNPbNWqFQGta9Pw4cMJgKVLlzbp2nX37l3Vvv3QoUP88ssvCWgdt9asWUMA9PLyYnh4uGrH/euvv6oW3y4uLgwKClKt1F9txe7v70+DwcBs2bIR0Nq4G41G1UVq3LhxJKk8adq0aUOSqp24t7c3X758yaioKCVSzZ49myRNOn4FBwcnm5TihGOnbxMUZXQRr2TJkkog0+c+sSNjxoxcu3YtAa1de6NGjdRzW7ZsUZ28JkyYwFWrVhEA06ZNy+joaFarVo0AOHjwYL548UKJSLt27eK9e7GZZhcvXmRgYKAy0z5+/DiNRiNz5Mhhsoa6iXilSpVIks+fP1dZXPv379cmZNEibRIyZkwSgp0gfGqI4CMBS6JcuqT9+21tTd65Y+7RWBBGI/n559rkuLmZ7vgZMiSZgIWUDuXxKFZMu+ExY8w9EkEQEkD2bctA1uH16LqGry+5Z8+fSng5fvw49TKcs2fPKiHn4MGDzJw5MwFw/vz5yoT566+/Vpk3+fPn57Vr15Q58OXLl1m1alUCWonWvn37CIDOzs4MCgriV199RUBrlR4SEqL+8N+6dasah52dHe/fv6+EGXd3d4aEhKjMI2dnZz59+pR37941MZYmyRIlShDQzIS1e9ZMg1OlSsWwsDCSVGVM3+htQENCtA4grwYZySJ26knA+rVCjt75LG5pVq5cudTP3bp1Uz/v27dPmTJv3LhRZfL4+/tz2rRpBMB8+fLx5cuXTJUqFQGtI9eyZcsIgBkyZGB0dLQy7W7RogVJsnbt2tQzjkiySZMm6r1JcsyYMQTA4sWLkySvX481pL527RpJsn379tQzzkiS4eGkp6c2EVu3fuTVEAThTYjgIwFLogwcqP3bXaOGuUdiYezbp02Mo6OWCaKXBCXB1laS4fMKs2drN5w9u9QwCoIFIvu2ZSDr8Hpq1tS2kgEDyDZt2hDQuiP179+fAFijRg1VfpU3b15u3bpVCS5XrlwxKe3Sy7KmTp3KQYO09t+VK1dW5TtWVla8evUqmzZtSgDs1KmTiUBz+vRpTp8+nQCYLVs2GgwG9Qd7s2bNSFJlDfXu3ZskVZv4zp07kyR/+OEH6tlHJPn333+bCEYkVTep72N88M6ePavErevXr2sTM3lyrE/Arl3JMHYyEqgUI/DUV2uqe+v07dtXrdnIkSOVaNO9e3cCYNOmTdXnpVOnTkogatSokSoFzJIlCwMDA5UwdPz4cfbq1YsA+NVXXzE8PFx1+dq2bZvqCOfo6Mhnz56pzCEfHx9GRkZy+/btapxhYWG8f/++SQc4Mla4Gzx4MEny4MGDJuIiSbJnT20SGjUy06oIgpAYIvhIwJIgUVFk2rTav92rVpl7NBZGvXraxMQEQkkZ6VD+CnFdyvftM/doBEF4Bdm3LQNZh8S5e1fLjAbI48eD6ezsTEAzUU6TJg0BrY227s0yadIkVbLTvXt3jhgxgoDms/Lnn3+qP6wfP36sTJZXrVqlWqhXr16dDx48oJ2dHQHw5MmTHDp0qBJojEajagU+YcIEBgYGqsyiAwcOmPi+/PPPP7x586YyAj579ixfvnypMk1WrFhBksqDplWrViTJY8eOEdBawd+9e5ck2aFDBwJgw4YNtYmJjtaEHoCcOtUsa/O+eH3stIgAaGOTlb6+vgTAHj16EABz5Mhh0mZdF20WLVqkRJn16zXzZzc3NxPfpJs3b6o27vv27VOZOT169ODJkyfVeYGBgSYCktFoVKV+M2bMYGRkpPIVWr9+PQ0GAzNmzEhAMwEnybp16xIA+/TpQzK2fC9dunSMjo6m0Whk7ty51TVJkqdPaxNgZ0c+fGiupREEIQFE8JGAJUE2bdL+3U6dWqtFF2K4fDl2h79wwdyjeS/onSZeDVySWEn9+6NjR20CWrY090gEQXgF2bctA1mHxBk1SttCSpeONbjNkSOHyqzw9vbmoUOHCIAODg68ePGiEmtOnDhhUtqlCyvt27fnypUrCYBp0qTh8+fPVRnPH3/8oUSi4sWLMzIy0sTIWS/1cnJy4tOnTzl27FgCmqGw0WhUWSRffvklSaospIoVK5Ik582bRwBMnz49o6KieO/ePTXeY8eOkaTyItLLhh4+fKjEDOXzsm6dNjGenmRo6MdfmPdMYrETEEoghcqgAsBatWrRyclJZUDppVx62V2vXr1MRBndC2nJkiUsWLAgAXDKlClKRGvbtq3KCkuZMiVfvnypzvv1119VyZ6DgwOfPn2qzLSLFi1KkirTqG7duiSpOr3pa653DEudOjUjIiJMysY2bdpEkpwwYQIB8IsvvoidlKJFtUmI8X0SBMEyEMFHApYEadhQ+zc7JrtX0OnRI1nWuSXUodzT8xMUe0jy8OHYkr2nT809GkEQ4iD7tmUg65AwRqNWEQyQc+bEtjEfO3as8k7p27ev8lVp3ry5EmCKFi2q/oj38PDg7du3lWhy5MgR1VL9+++/Vxkh6dOn58uXL1WGxvz585WJr7e3NyMiIti4cWMCYMeOHRkdHa0Epd9//93E22fz5s0MCwtTrdjXrl1Lo9HIQoUKEQBHjRpFMra8S+/0FFcAOnr0KEnS39+fAFikSBEa9fLosmW1iRk40Cxr8yFIKHYCyM8/18qy9MwtOzs79XPHjh1VhtUvv/xCQDPd1lvclyxZUs1x1apVlYfTF198wf379xOINeLWTaBXrlzJX3/91UTI0023p06dyocPH6oSv7Nnz/L8+fMxWUg2vH//Pm/cuKF8eq5evcqoqCiVnbQqJs1fFwYbxHQyffz4sUlWGUly1ixtAnLkkLJ4QbAgRPCRgCUejx5pGZmA1rhIiOHp01izwZ07zT2a947eobxZM+0WS5Y094jMhNFI5sunTcKUKeYejSAIcZB92zKQdUiYv/7Stg4XF/Lvv8+pP6pPnjypyqSOHz+uSnN27drF7NmzE9C6IjVo0EBlfOgZFAULFuTFixcJaN4vN27cYKlSpQhonb70EqCUKVMyPDycFSpUUMLQvXv31B/6J0+eNDk3LCwsnrfPb7/9RgDMlCkTo6OjlcDg6OjIwMBAhoeHxyvvGjx4sIkA9PLlS1V6tkTv+HD0aGy5T0zJV3JBj52WLCErV9Zus06dXUq400v39LKulClTmhgl63M1b9489RnZuXMnAc3/6PTp02oNz5w5o7qpzZs3T3k61ahRw6Tj1qlTp5RQVLhwYZJURuB6mVbx4sUJxHZhe9WnZ+DAgQS0kkEy1pPJ1taWD2I6mepiYo8ePbTJeP5c+/AD5J9/fsRVEAThdYjgIwFLPH75Rfu3Om6WpkBy9GhtYvLnT9bfXNy5E5uifPWquUdjJiZN0iagQIFkvdaCkNSQfdsykHVImHbttK2jfXvym2++UWUzeslV6dKlOWfOHAKgn58fd+3ShIEUKVLw8uXLJn/Y6+2xp0+fzm+/1Vp+16xZk2fOnFFC0r1795Thct++fXnhwgUlFNy8eVN5+ZSM+QZHb9n93XffmXi7/PLLLzQajUqcGDt2LEmqkqOOHTuSpBp7hgwZGBUVxbCwMKZOnVplmZCmJWCRkZHaxDRv/kmUSm/bpmdIG1T2jW7CXKxYMZU1o2fwpEqVil9//TUBzeuoevXqSnTRvX5GjRrFevXqqTUePnw4AbBcuXK8dOmSWu+7d++qLKKvv/7aJAPn9OnTqkzLy8uLERERnD17NgEwZ86cNBqNXLp0qVq36OhoE1PwW7dukYzNWNNFom3btilhS+/Mxg4dtElo3dpcyyAIwiuI4CMBiyI6mty9WzPpBbRmCkIMkZFkunTaxMyda+7RfHD0b6n8/c09EjPx5Anp4KBNQkyKuiAI5kf2bctA1iEWPcNjzhytEhgg9+yJUELIunXr6OfnRwCcO3cuS5Ysqf6Qb968OQGtG5betalkyZKqLbqLiwsfPnyo/FM2bNjAbt26KYHg6tWrqhTnypUr7NmzpxKZIiMjlcCwZMkSJQ5YWVnx2rVrSmzSy4Piev08efKEt27dUt2azpw5YyIIjRkzhiRNMoKioqJMzhk9erQ2Qbdvk7a2uou1+RbqIxAdTfr6arfaoIHmhVStWjWVuaN78NStW1etjV7WZW9vr+YzY8aMyv8pZ86cJp21rl27ZlJ+pWd7jR49mps2bSIQ672jd1vr3bs3o6KilGn4mjVrGBwcayh+8OBBk+5eW7ZsIUmWK1dOZZKRpp5URqORBoNB+Q0tWrRImwS9LN7JiXz2zEwrIQhCXETwkYCFZMJ1yGnTfqIeLgmxeLE2KT4+5MuX5h7NB2fBgtjOqZ9sgov+jWSXLuYeiSAIMci+bRnIOmgkFDvZ2pJ9+2o+Or6+vtyxYwcB0NXVlUePHlXZOefOnTPx6MmSJYsq1dHNfjt16qT8ejJkyMCgoCBVDrZz507269dPiQpx/Xi2b9/OFStWKJEgIiJCZZLUrl2bJFXWSNeuXUlSZYfordgHDBhAAKxQoQJJKhFKF4Tidv/6+eefSZK7d+8moHUVe6p74PXvr01M+fIfeXXMw7ffardbpYpW0mdra6v8lzp37kxA8/TRO2nVr19fiWQTJ06ku7s7Aa2Dlm70vH//flVKt3HjRlV+NWTIECUS5cyZ00TkW716NTdu3GgiAOmG3LVq1SJJlX2kZ3DpgmGjmNbqeiv4zJkz02Aw8Pnz53RxcVFjImP9msrr62s0knnzJotubIKQXBDBRwIW1WkgbsCCT7lL06sYjeTnn2uTMmyYuUfzUQgJibUrOnTI3KMxE7t3axOQIgW5ebNWoL9nzyfUo14QLA/Zty0DWYfEYyft0MqsBgwYYJLFo5d51atXT2V2FCxYUJXGuLu78+bNm8qL5dixYyxdurTKspg5cyYBMHv27Hzx4oVJFtGMGTPUcwaDQWVnDB482EQM2rZtG2/cuKGyTs6fP8+bN2+aZPO8at5MxgpEXWK+BNF9ZlxcXPgsJpNDN6bu1q2bNkkhIaSHhzYp69ebYZU+PqdOabdrb08WKPA5Aa2rlp4JpZtg6/47dnZ2HDZsGAHNuFsXhVq3bs2WLVsSAP/3v/8p0+RGjRpxyZIl6npBQUEqU+fQoUNK1KlZs6aJ+fLq1auVF5ReAvbnn38S0EoKQ0JCeOrUKTWmx48f88WLF+pzszPGu7J9+/bqnkjy1q1bKuPon3/+0SZh4kRtEvz8tC9MJXYSBLMigs8nHrBERyfcYSCu6JMhwyf+7/S+fbFdmx4/NvdoPhotW2q3rcdtnxxGI5kmTfz/KdKnFxVUEMyE7NuWwae+Dq+PnW4TsI75A/xvk/bkcUuzcufOTQCcNm2ayq7p0aMHx40bR0Az2z13Ltb4+c6dO6r19vjx47lw4UKV+RMZGam6Mk2YMEEZ7P6fvbMOj+Ls+vCdjRJiBAgQCA7BHYq7u5fi7gWK1aHeQr1AqSNFiia4OwR3SnELmoQYxLN7vj9m9yFB3u8VIJB97uvaK7O7s5tnn5ndOXPm/H7H0dFRQkNDlTmzLRn0cOv1h6t5bP4uBQsWlNTU1HQyor///ltERFq3bq3GLCJy7tw5tc7Zs2eNiZo2zZiUYsVEzObnv6EyCFvfh65dDePkqlWrqsSJrYqmWrVqKvnz2WefqYSbLZmTNWtWZbLt4+Mj+/fvF5v0KzQ0VL3f1q1bpVevXiqpmDapc/PmzUeqetJKwCwWizKBnmW1K6hUyUhSffvttyIiMnToUAGjxbyIyJ49e8RWxWX7/tt8pN566y1jAmbP1rGTRvMCoRM+dhywiBhJ9ycle9Letm3L6JFmIO3bG5NgLXO2F2zmg76+IklJGT2aDGDZsidnQXXpm0aTIejj9ouBvW+Hx8dOcwXeFDC6MUEdGTVqmgBSrlw5ZYqbN29e5Zfj7u4u586dU2bNx48fV127fvnlF5Uc6NChg+zbt08AcXV1lYiICOUF9PHHH6tuWlmyZJHIyEgZNmyYgNFCO60583ffffdI9U58fLxKRC1fvlwsFouULVtW0kq1xo4dK2C0CRcxkjvGZ3xQ1WGTKLVq1cqYpNRUQxeO/Ul7pk41Pna1andUIseW1Ovevbt6zNYJq2rVqiqB9uabb6p94I8//pCAgAABZNGiRSrhN3369HSVQDYpnZeXl8TFxal9Y8qUKY8kgH7//XcBpHjx4mKxWJR3VJ06dUREZMaMGQJImTJlxGKxKBmiq6urREZGisVikZIlSwogP//8s4iILFu2TADJnTu3JC9apGUDGs0Lhk742HHAImKoVP6dhI+ts6bdcf78gwPX6dMZPZrnSlrzweDgjB7Nc0aXvmk0LyT6uP1iYO/b4fGxU1WVBDFurSV3buPE/fvvv5fGjRsLGB2abBKfvn37yhdffCGAVK9eXRkpe3p6yu3bt5Wfy4YNG5TfSu/evZX0xsnJSW7duqVkYwMGDJCYmBjx8PAQMNq+b9u2TVWMREVFqRP+/PnzS2pqqrpvM162rW/z4YmNjVXjWLNmjYiIajFuqxqJjIxUsiKb9EeCg42JyZZN5P79jNpUGULabqf167cUQFXheHp6qoqY0aNHq2SfTeKXL18++eijjwQMX5y0rddtrdarVKkie/fuVdspOjpaChYsKIDMnz//kQ5caRNAD/vwXL9+Xcn7zp49K1FRUeLm5iZgeEtZLBZVPTbN2s3lq6++UokqEZGkpCTx8/MTQIKzZ0/3xbDo2EmjyXB0wseOAxYRXeHz/zJypDEBLVtm9EgyBJv5YKdOGT2S54z+Ymg0LyT6uP1iYO/b4dFDhEVgiUDdh5I+xu3VV18VMDpkHT9+XJnx7tq1S3Xw+uOPP6Rr164ChmeLLRFTuHBhCQ8PVyfhe/fulSFDhgggXbt2ldu3b6v224cPH5Zp04yqopIlS4rFYlGdmoYOHSoWi0VVidgkPbb7ts5bD5s5296vePHiYjabJSoqSiUMbMmdKVOmiK2SyWLr9FC3rjE5b7+dEZsow7F1O+3S5S+VYLN1tLIZaAcEBKjKnvHjx6suWfPnz1fyOFsS0GQyycmTJ1WC6MSJExIYGCiA/P777/LBBx8III0bN5aYmBi1j+3du1cZO9u6a/Xr108A6d+/v4iItGrVStJKsnr06CHwwK/phx9+EEDKly8vFotF7ty5k67lu4jI+PHjBZDKIO+BtALJCzJPx04aTYajEz52HLCI6EKGf0lk5APnYtsVKzsjrfmgreGGXaBL3zSaFxJ93H4xsPftYIudHlWuDLcmeWqJo2MxlfApUaKE2CRR06dPF5v8xXYi7eXlJZcuXVIn0UePHpVq1aqpRMw333yjTrijo6NVwmXbtm3y6aefCiCvvPJKOrnNtGnT0rVWP3nypJJ+ubm5SUREhDLttXXeunTpUjozZ7PZrORFtuoOm8eQTfKTnJws+fLlU0krERE5eNCYEGdnkRs3MnBLZRxz5hhTUKRIvPLb6d27t4DRVc1WNTV58mSxVfbY/HJ69uwpDRs2FDDMum0VOlOnTlUJufHjx6vqsDp16silS5dUUvHq1avpfH1iY2PTtWDftWuXwAOzZpskK0+ePJKSkqKSTDaJ2N27d5UX1aFDh8RsNkuHDh0EkFGjRsnOnTvVZ3z4Nk7HThpNhqMTPnYcsNjQViUPkZpqXH3o1s2YiLJl7bg3+QPzQatU2z7QFT4azQuJPm6/GOjt8LguXckCOawnumvExyeXAPLJJ5+oTkkLFy5Ufjppb9myZVOymZIlS8rhw4cFjG5Jt2/fluLFiwsgP/30k0oYlSxZUlJSUpTHy5w5c9SJuoeHh8TExMi7774rNmmQiKhKI1tlh81XZtCgQSIiMm7cOAGkSZMmIiKyZs0aAaN72L179yQlJUXy588vgPz2228iIsqbyM/PTxLu3zeOizVrGpPSvfvz3zAvCGm7nbZpM0AA6dKli4Bhpm3rwNWrVy/x8fERQCUA3d3dVde1IkWKqOXSpUtLUFCQAJIrV6503dbOnz8vDRo0UEmih3190rZgt1gsKpE3a9YsSUpKUm3fV61aJWazWQoVKiSAzJ49W65cuaLMnv39/cXb21slr3x9fZWnk60qqRrINJDdILE6dtJoMhyd8LHzgEXE0Bo/7vc4IMAOkz3Llj1a8pQtmx1OxANs5oO1a2f0SJ4jT758q0vfNJoMRB+3Xwz0djB47720h4a1Ykhvcso77xiJkuzZs6sTb09PTzl06JA6Mba1TX/41rJlS2XI26ZNG1Wx4+zsLJ9//rmqpnnvvfdk0aJF6v8kJCRIx44dxSbHSkxMVCfxS5culRs3big50JEjR9JV/5w4cULu3bunqk5Wr14tIiJNmzYVQMaOHSsiIkuWLBFAcuTIIQkJCWKxWFQl0gevvvpo/OTnZ9fxk63babt221XyxTZfNkNuDw8PGTDASAj17NlTJfd+/PFHVcm1du3adJI+23ZdvXq1NG/eXO0Pc+fOFTBkgKmpqcrXZ968ebJ9+3a1H96/f18+//xzsVUHiTww5u7QoYOIiOruZas6e/jWoUMHlcgMDg6Wo0ePyrTvvxdAKjzpIpmOnTSaDEEnfHTAIl9/bfwO16plJN0XLDD+2t3v8aOX6+y81MkgrfngpUsZPZrniG1/eHifsPP9QaPJSPRx+8VAbweDPn1sJ/QitWoZvicjRoxU1RvDhw+XQYMGCSD9+vWTiRMnCiDt2rVT3ZBKlSolU6dOFTBMmOfPny+enp4CKHPcJ91s/j8TJ05U8ixA2rdvrxIB3t7eMnPmTJVEqlWrliQkJKj7NWvWlLi4ODWeokWLitlslr///tuawDLJJevB31bl8f7774vIgxbdrs7OcudJJ/h2fLy0dTvNls2s/Hv69+8vYMjzbNvPJutyd3eXSZMmCSD16tVLV5Xz2muvCSAjR46UMWPGCBidv2xJv4CAAImNjVX7zo4dO+TDDz8UQBo2bCgWi0X9vzlz5siNGzdURc7kyZOlbdu2ah+8c+eOkojZHqtUqZKShX399deSnJysKsK6dOkiIiIRERHibE0qnnzS/mCn+4JGk5HohI8OWKRKFeN32M66ZqZHmxn9S2zmgx99lNEjec48ruLL11cHLBpNBqGP2y8GejuIJCSIeHkZh4WNG++raoytW7em89ixVc1s2rRJ/P39BYz251WrGl29vv3223QmurNnz1bJnNOnT6uqnB49eig5laenp/ofDg4OcvHiRSWxedLNtv5ff/2lOjw97pYlSxb59NNPlTF006ZNpUaNGlKlShX1/9q2bSu9e/dWsp/+Vu1SDMhiHT8p0nY77dLFkNc1adJEVc0MH254PjVu3FhJrL7++muViFmwYIHYKoNWrFghYEioDhw4IIC4uLjI9evXlSRs06ZNqlqob9++cuXKFfVely9flo8//lglh+rWrasqvNJuezCkZSKi5IcffPCBiIhMmDBBAOnYsaOIiBw9etRI+Lm6SnR0tIg8MP1+09Pz0Vj6yy8zZkNoNHbOf3LMNqHJdJw/D4cOgaMjdOmS0aPJQHbtguvXn/y8CISGGuvZIb16GX///NOYCruhY0e4cgW2bXvwBalQwXhco9FoNHbL2rUQGwsBARAWtpK4uDgKFSrEzZs3iYuLo3DhwoSFhRETE0NAQACpqancvHkTX19fChYsyMGDB3FycqJdu3YsXrwYgH79+vH7778D0L9/fzZs2EBqaiqVK1fmhx9+4M6dOwBs3ryZ119/HYCmTZsSEBDA+vXrARg4cKB6zmQy0bFjRypWrEhcXBx58uShY8eOrF279omfKyEhgXv37jF37lwAXn31Vfbu3cuhQ4cAEBFWrlzJ3LlzuXz5MgBj4uMBuAssePgN7Th+cnSE7t2N5ZgYI5DaunUrTZo0ASAlJQWALVu20KFDBwBWr15Nw4YNATh37hwFChQgNjaWe/fu4e/vT2RkJNeuXaNChQokJycTHBxMd+s/mT17Nv369QNg8eLFXLp0idKlSwMwZ84c+vTpA0BoaCg7d+7EbDYD4Obmxvvvv6+enz9/PgBjx45V7yUi9OjRQ40xOjqa8uXLU7p0aZKSkli2bBkAPXv2NN7D2xvLli2wYAHUq2dMws2bT29yNRrNM0EnfDIhf/1l/G3cGHLmzNixZCi3bj3d9TIZHTuCu7uRIJw5ExYuhO3bwRorZG4cHaF+fZgyxbi/bRvcuJGhQ9JoNBpNxrJwofG3Wzf46y8jzdG9e3d1styzZ0/mzZv3yPJrr73GQuuLW7Vqxfbt24mLi6NYsWLkzJmTXbt2YTKZ6N27N7/99htgJHHmzZtHUlIS5cuXp3z58vzxxx8ADBkyhFWrVhEWFoafnx8zZswgMTERgK5du7Js2TLc3d3Vuk5OTqxZswaAzz//nNTUVJo3bw5Anz59OHPmDE5OTiQkJFC+fHk6duzIb7/9hslknAa88847fP/999SpUweASoUKUdY6J+5AsydNmJ3GT7YLZtu2BVK8eDXMZjMiuQEjcVK7dm1ERM3vtm3baNWqFQDz5s2jl/UN5s6dq5bnzJlD3759ASPJY0vULF68mHnz5uHm5kZ8fDwNGzbk/PnzAPz555/ky5ePQoUKAdCpUyeOHDmCh4cHiYmJNGvWjMmTJ2Mymdi/fz8XLlygU6dOuLq6cvr0aY4fP065cuUoU6YMycnJLF26FAcHB5Xgse3frVq1wtvbm+vXr7PTZILXXoNx44xJWLgQUlOf1VRrNJqnwbMuN3re2HtJssUiUrKkUWU5e3ZGjyaD0V2Z/l/q1n10OvLlszN1U+3axgefOjWjR6LR2CX2ftx+UbD37RATI+LmZhwOtm6NULKrXbt2KZnM3r171eMHDhxQcpk9e/ZI7ty5BZCgoCCpU6eOAPLpp5/KW2+9JWAYN4eEhCiZTVRUlJQpU0YAmT59uixevFjAaKOdnJwsjRs3FkDefvttiYqKUl4rO3fuVLIbJycnuXnzpnpfV1dXCQ8Pl/PnzyvZz9mzZ9O1WZ81a5aIiBpX3bp1RUQkOjpaecWsmzJFx0//D/nz26ZhmlU+VVFMJl8BlB9PqVKlVJetSZMmiYeHh5LggeGltG3bNrV88uRJtX81a9bssfI8Z2dnad68udr39u/fL7/99psAUqZMGRER5RM0fPhwEXlg1P2RVcPfqVMnAaMNvIgos2db57erV68qqd+1a9dERJRvla0bnCQliWTPbkzC+vXPc+o1Go1oDx+7DliOHTN+e11djeDFrtEePv+SZcuePC125cH388/GBy9bNqNHotHYJfZ+3H5RsPftMHeucSgIDBT58ceZAkiFChVUW+2qVavKtGnGyX3lypXljz/+EEBKlCghq1evFjA6XaU1Rr58+bLqerRs2TJl7tunT59Hkj+NGjUSMDozpW2JffnyZfne2impTJkyYrFYZODAgQJI165dRUSU+W+/fv1ERFTCoUWLFiIiygQ4Z86ckpCQIPfv35ds2bKpBJWIKDPpUqVKiSUlRcdP/4L08VO4gJM1IdNNAKlZs6u4uroKPDBvLl68uPTt21cAadu2rRQtWlTA6L5lSyhOmjRJ2rVrJ2AYcdsez5cvn3zzzTdqn7h165ba5mPGjJHIyEhxcXERMLqzbdiwQe2PycnJMmfOHAEkMDBQLBaLLF++XADJmzevpKamqgQPoBI8to5zU6ZMERGRHTt2CBjeQ/Hx8cZEjBhhTEKPHhm1KTQau0UnfOw4YHnzTeO31+q9pvn9d53VeAw6F5aGyEgRFxfjgx87ltGj0WjsDns/br8o2Pt2aNHCOAx88IGoCp2pU6eqltvff/+9Wv7uu+/UCfFnn30mXbp0EUBGjx4t775rGPk2b95cVq5cqRIt4eHhqkpn165dytS5b9++cv78eXUyf+XKFRk/frzYqoIsFosEBgYKGG29IyMjVXXHjh075ObNm6oq5PDhwxIbGyteXl4CyHpr5UXNmjVVQkFE5Mcff1TJhtTUVElOTpaAgAAB5LfffjMm5JNPdPz0GB4fP7WxJky6Wv+6SvXqNdT2tW331q1bq8TK426BgYGq0it//vxy5swZtV/cvHlTXnnlFbUvrlq1SgDJnTu3pKamKmPlt956S1JSUiRXrlwCyJo1ayQmJka1gD906JAkJiYqU+gtW7aIiEjdunXTJXh+/fVXAaSs9WKY2WxWBuOLFy82JmPfPmMC3N1F7t3LkO2h0dgrOuFjpwGLxSJSoIDx27tkSUaP5gXh/feNCbGd0NtuAQF2G6yIaLXbI3TqZHxga3mzRqN5ftjzcftFwp63Q3i4iJOT7bj3QM5ia4vu6Ogou3fvVssHDx5U65w4cUJVVxw6dEjy5s0rgCxatEhVa4wdO1Z++eUXdVIfFRWVTg5m65TUokULSUhIkOzZswsgq1atki1btgggHh4eEhsbqyo9ypYtKxaLRVWQ1KxZU0REVSEFBgaK2WxW3Z+cnZ3l1q1bYjabpXjx4ipxICKycOFCAcTPz08SEhKMSWnXzpiQrFl1/JSGR+On7/9lEsfb21u6d+8uYLRStz1epkwZMZlMAsivv/6qJHgnT55U0q+9e/dKjRo1VJLRVulVvXp1SUpKUlVaW7ZsUYmiAgUKiNlsllGjRgkYneBERLp2NZJRb7zxhog8KtGy7Z+2BE9UVJTar48fPy4iIu+8844A0qZNG2MyLBaRYsWMiZg79/luCI3GztFduuyUvXvh6lXw9ASrN5x9Ex8PM2YYy3PnGsa8CxYYfy9ftuuuTNrP+iGsBoUsWGAnrtUajUajsbF0qeE7W6kS7N9vmC/XrVuXLVu2AEbXLFvHrGbNmrFu3ToAGjZsyO7du0lOTqZ8+fJERERw48YNfH19eeWVV1i9ejUAAwYMSGfWvHDhQhISEihdujSVKlVi1qxZgGHAvHTpUu7evUv+/Plp0aIFM2fOBKBXr15kzZqVH3/8EYARI0aQkpLCzz//DMDrr7+OxWJh2rRp6r7JZOL7778HoFu3buTOnZt169Zx7tw5vLy86NevHyLC119/rd7Tzc0Nzp6FlSuNyTlwQMdPaXg0LnJ+6L4TAFmyeOHs7ExMTAylSpUC4NSpUwwfPhyA0qVLKyPnq1ev0rhxYwBWrlxJu3btAFi4cCGvvfaaWu7atSsmk4l9+/Zx48YNulg7jS5YsIDWrVvj4eHB1atX2bt3r+ryFRwcTFxcnOrG9ddff2E2m9X9pUuXkpiYSOfOnXFxceHkyZOcOHECHx8f2rRpAzwwb7a9Zt26dURERICDw4P46c8//+s51Wg0z5hnn396vtjzFaqRI40ke69eGT2SF4QZM4wJKVTITrRJ/z66wuchkpJEfH2ND71xY0aPRqOxK+z5uP0iYc/bwdbA4MsvRcqVKyeA/Pzzz1KkSBEBZO7cuVKgQAEBZMGCBcp/Ze7cuUrm9e2338qrr74qgIwcOVKmTp2qqjGOHz+uqmxu374tFSpUUFUbtuqavHnzSkpKipJfffLJJ3Ljxg3l43LixAlZt26dgOGjcu/ePVmwYIGAYfSclJSU7vnY2Fi5ceOGknsdOnRIRER5BY0bN05ERFUxubm5SVhYmDEhQ4YYE9K2bUZtkheWR+OneIG7Aq9Zq3d6WivBnJR5cv/+/VU1zk8//SSAuLu7y++//y6AFCtWTBkvly1bNp1c68aNG6oS6NKlS2r7ffbZZ8rw2dvbWxITE6V3794ChlmzxWJR+++CBQvSVQRt3rxZzGazkvEtXbpUREQ6dOgggEycOFFERIKCgtS+mWqNoytVqiSAzJgxw5iQixeNiTCZRG7cyIhNotHYJbrCxw5JTYXFi41l68UA+8Zshm++MZbHjjXacGsUdepAvnzGxZnH4eAAAQHGenaBiwu8+qqxrK9SaTQajd1w/Trs2mUsV6hwihMnTuDs7EyBAgW4ePEiWbNmxc/Pj6tXr+Ll5UXu3Lm5cOECWbNmpWTJkhw4cAAnJydatGhBUFAQAH379uX3338HjOoe23K7du0IDQ3l2LFjuLq60qtXL1WhM2DAAE6fPk1ISAhOTk7079+fX3/9FbPZTJ06dShbtiwzrFXLffv2xcPDQ1XzDBkyBBcXF3744QcA+vfvj6enJz/++COpqanUrl2bypUrc+LECbZs2YLJZOL1118HUNU9vXv3JmfOnBAWBnPmGBMyfvwznv2Xj0fjpyyAL9DDen8Lzs7lMJtTyZEjB2BU2diqdo4ePUrhwoWJj4/HZDLh5ubG+fPnKVKkCM7Ozpw8eZJ8+fKRLVs2bt++zZkzZ2jYsCFgVOfYKn4WLFhAnTp1yJs3LzExMaxfv15V9SxevJjU1FR1f8GCBbi4uKiKoPnz52MymdR7zZ8/H3hQwbNgwQIsFgstWrTAx8eHGzdusGPHDgDVRv5PW6xUuDDUqgUWi1EFptFoXjyeQwLquWKvV6g2bjQS7NmziyQnZ/RoXgBsLRSyZRO5fz+jR/NCsmzZA+/FtFer7NaPMSTkgV+B3mc0mueGvR63XzTsdTt89ZXx01+njsjbb78tYHRRGjFihADSs2dP1RWrf//+MmTIEAGkd+/eMnHiRLX+9OnTBZDy5cvLrl27VBXHnTt3VGXF+vXrlXdKjx49lCmvyWSSa9euybBhwwSQzp07S3Jysvj7+wsgCxculEuXLimflzNnzsihQ4dU1dCtW7fk7NmzAoav0Pnz5yU+Pl5y5MiRroLDZhTdpUsXERE5d+6ces9//vnHmJDJk40JqVbN8GjRPMLj46ckAW8BpFEjY39p0qSJ+Pn5qYotMAy833zzTQGkQ4cO0rlzZwFkwoQJ0qaNYf78/vvvq31u0KBB6ap/IiMjxdnZWfn9jBs3TsDo2JaSkiI5c+YUQNauXSv//POPAOLk5CTh4eHpOm0lJCSoyjMXFxeJjIyUhIQE8fY2PsM2a4n34MGD03n93Lp1S1UcnT9/3piQn34yJqF8+YzZIBqNHaJNm+0wYOnXz/itHTo0o0fyglCjhjEh776b0SN5oVm27NFuE9mz22GyR8QIbIsUMSZh3ryMHo1GYzfY63H7RcNet0PlysbP/owZFiXbmj9/vkqWrFy5Up0Eb9iwQXU32rhxo2q5vnz5cqlcubKSadnar/ft21fmz58vYHRdioqKkqxZswoYHbbGjh0rYHRvio2NVWa9W7ZskaVLlwoYRspJSUkqudSkSRMREdXiu3v37iIi8vrrr6v3EhGVJMifP7+kpKTI7du3lQlvSEiIiIgMHz5cAGnVqpUxGXFxIjlyGBNi68SkeSyPi5+yZOmrkoRgGHzb9oU+ffqofcom63J1dZW5c+eq7TRv3jwl8dq8ebMAki1bNrl9+7ZK8pw6dUqZgb/zzjsq8ZclSxaJjY2VkSNHqjGIPJBgzZw587EyrjJlyggYxtEiohJNAwYMEJEHkr+07dibNWsmgHzwwQfGZNy9+6A5yokTz3lLaDT2iZZ02RlJSbB8ubGs5VxASIjhYO3iAiNHZvRoXmg6doQrVwwfxvbtjcfq1LFTP0ZtPqjRaDR2xfnzcPiwofouUGAvV69excPDAzc3NyIiIvDz8yMuLo6YmBjy589PVFQU0dHRBAQEkJyczK1bt8iePTv58+fn8OHDODs7065dOxYtWgSkN2vu378/S5YsIS4ujsDAQKpWrcrs2bMBQ5K1cOFC7t+/T/HixWnQoIEyZx44cCBms1m9z4gRIwgPD2fhQsNceuTIkcTGxirj51GjRiEiyqz59ddfx8nJiR9//JHk5GReeeUVatSoQWRkpHrNuHHjjAmZOxciIqBQIejQ4dlvgJeYtPFTxYrGY+3bdwVg8+bNVKxYEbPZTLZs2QBYsWIF7a2B1oEDByhRogRJSUkkJyfj4eHBtWvXyJ07N1myZOH8+fN4enqSO3duoqKiOHToEC1atAAeNXKuWLEixYsXJyEhgRUrVqQza46Pj08n6zKZTOr+wzKuh+/bzJxr1apFgQIFiI2NVSbkaWVdIgK+vg+6xej4SaN58Xjm6afnjD1eoQoKMpLq+fKJmM0ZPZoXgA4djAmxXp3Q/HscP25Mm6urSGxsRo8mgzh//oH54M2bGT0ajcYusMfj9ouIPW6HDz80fvKbN39Q7dKrVy/p1q2bADJ69Ggls3n77belVatWqrLC1uZ61KhRMmbMGAGkU6dOqrKmePHicu7cOSWzunr1qlSpUkUA+eqrr1Q1R0BAgKSkpCgj52+++UZJcUwmk1y5ckVmzZqlqkBSU1Pl888/F0AqV64sFotFtesuWbKkWCwW1co9a9asSqpjk/r89ddfIiLy6aefCiAVKlQQi8ViNLewtdj+4YcM3jIvF3PnGtNWokSSqgCzSfcaNWqkKsFsc54tWzZ57733VHVVjx491L5k26/Gjx+vWqv37NlTmXsXKVJE7t+/ryrF9u7dK5MnTxZAWrRoIRaLRQoWLCiALFq0SK5fv65ke1euXHlExnXlyhUBo1X8tWvXxGw2S758+dJVAdnasbe1mng//P9FRGT5cmMS/P11oxSN5jmgJV12FrB07Wr8xlobLtg35849EFX//XdGj+alwmIRKV7cmLoFCzJ6NBmITQ44fLgxEdu26eBFo3mG2ONx+0XE3raDxSJSooTxc//778lKbrN8+XLJkiWLkm3Zulzt3LlTdczav3+/kkft379fvXb16tVSo0YNAeSLL75QnkDNmzeXI0eOCBieO2FhYVKnTh0B5MMPP5R9+/Ypic/du3dl9OjR6U6wbYmizz//XFJSUpQsZ/bs2WI2m1XXsJkzZ4qISNu2bQWMbk0iD+RdtuRSYmKi5M6dW8DoNCYiD64eZssmcu9eRmySl5bo6AeKpvbtDZ8kWxLHZDKl822yzfvMmTMFDH8dW7e13LlzKylfQECA7N69WwDx8PCQsLAwcXd3F0AOHDgg3bt3V0kimxeUo6OjhIWFqQRNu3btRESkQYMGap8UeVTGVbduXQFkypQpIiJKPtihQwcREfn777/VWMPDw0VElGxtxIgRxiQkJhr7DhjGWDp+0mieKVrSZQeYzbB9O8yaBcHBxmNazgV8+60hpW7VCkqVyujRvFQ4OEBXoxpZdXyzS8qUMf7++CN07w4NGkDBgg90kxqNRqN5abHFT198AWfOgKsreHtvVhKu6OhoEhISCAwM5MyZM6SmplK5cmUOHTqE2WzmlVde4fDhwyQnJ1OuXDlCQ0OJiIggT5485M+fn7179+Lo6EiPHj2UZGrgwIH8+uuvAHTs2JHw8HB27dqFo6MjAwYMYObMmQC8+uqruLq6KqnX8OHDOXDgAIcOHcLFxYUBAwawcuVKQkNDyZEjB6+++irr1q3jwoULeHt706tXLy5cuMCqVauAB/Kub7/9Fngg7/rrr7+4ffs2/v7+vGrrUPnVV8bfoUPBw+P5bIxMgrc3NGtmLLu7P5B1ValSBYvFgre3NwArV65Usq69e/dSrlw5UlNTiY2NxcfHh9u3b+Pp6YmnpyehoaGICAUKFOD+/fvs2LGDtm3bAullXYsXL6Zo0aJUqlQJs9nM0qVLlWxr7dq1REVFpZN1QfpuXGnv22RdPa3y9jVr1hAVFUWpUqWoVKkSqampLFmyBHgg6/rrr79ITk42vkhVqhiTMH68jp80mheJZ55+es7YwxWqxxnFOTmJWCsv7ZfwcBE3N2NCrN0FNP8Zdi/rsrXeSPvlwp5bl2k0zx57OG6/DNjDdni80a5I3bpGNcbrr78uTZo0EUA++ugjqVq1qgDy/fffK8nVjBkzpFq1akp+1bp1awHkzTfflPHjx6vKnBUrVggYXZkiIyPFy8tLwDBktlXwtGvXTu7evStubm5KHvPrr78q6Y7ZbJZevXopqZnIg2qNt99+W0REmjZtKoCMs5Z522RALVq0EBGRjRs3KnlXVFSUWCwWKVeunKoYEpEHXSqdnbWc+b/kzz9tsq5k1ZXN1tGtfv36SiZlk3V5eXnJhx9+KGAYcdvMnYcMGSK9e/cWQEaOHKk6enXs2FHtU/7+/hIfHy++vr4CyObNm+Wrr74SQOrUqSMiorbxr7/+KpGRkaoi7eTJk0rG5eDgINevX5e7d++m6/wlIlK2bFkB5JdffhERkW+++UYAqVmzpoiIpKSkqGqllStXPuiOq+Mnjea58MJJuqZPny4FChQQV1dXqVatmuzfv/+J6546dUo6duyoOiV8++23/9H/yuwBy5POR22/qXb9e/rRR8ZEVK6sW4n+l1gsIoGBxjTOn5/Ro3nOpKY+eibw8BcsIECXJ2s0T5nMftz+b3mesZNI5t8OT46f7gsYfiSrVq1SLac3bdqkZDJbt25Vcqw9e/YoecvJkyeVzOvkyZOqBfeKFSuU98+ECRPkjz/+UEmc+/fvK5+XtWvXyrfffitgtHM3m81SsWJFAeTLL7+UsLCwdNKxkydPqjFdu3ZNTp8+rU7cL126JDExMeLp6SlgdBQTEWnRooVKHoiI+lzu7u4SGRlpTE6nTsZk9OuXUZvnpSetrKtjxwFKwoVV1mVL/nTr1k3y5s0rpJF1mUwmWbx4sQCSPXt2WblypYDRoe3gwYMChtwvLCxM7Tvbtm1TLdMHDBggoaGhyqvn6tWr8sUXXwggDRo0EBGR9u3bp0sU1q5dW+1nIqI6f7311lsiIjJlyhQBpG7duiIicvPmTfXduHjxooiI6jLXtUsXHT9pNM+ZF0rStWjRIsaOHcvkyZM5cuQI5cuXp1mzZoSFhT12/fj4eAoXLswXX3xB7ty5n/XwXirMZhg92vj1fBJjxhjr2R2JiTBtmrE8fryhT9L8x9i1rGvXLrh+/cnPi0BoqLGeRqPRPEN07PR0+dfx0yogDkfHwpw5cw6LxULNmjXZvn07AM2bN2fNmjUAtGnThhUrVgDQsmVL1q1bh9lspkaNGpw/f56wsDBy5cpFuXLl1GsGDBig5FyDBg1i2bJlREdHU6BAAZo0acJPP/0EwLBhwzh48CBHjx7F1dWVfv368fvvv5OcnEyVKlWoVq0a06dPB6B9+/YEBASo+23btqVQoUL88ccf3Lt3j5IlS9KkSRP++ecf1q1bh4ODA6NHjwbgm2++AYyuYdmyZYOLFx9IbmzdujT/Md7e0Ly5sezmZgRSmzZtomrVqlgsFjw9PQFYtWoVHawd0Hbu3KlkX3fu3CFnzpzcvXsXk8mEr68vYWFhREdHq45e69ato1OnTkB6WdfSpUvJmTMndevWBYzfj27dugGwfft2bty4kU7WJSJPlHUtWLAAi8XCa6+9hoODAzt37uTatWvkyZOHxo0bA49Kv1YEB3P++nWWAaOBCQ9Pjo6fNJqM5Vlnn6pVq/bA0EtEzGaz+Pv7Pygj/RcUKFBAV/ikYdu2JyfP097sUs30yy/Gh8+fXyQlJaNH81Jz4sQDWVcm/Bo9mQUL/r0vmF07Wms0T5/MfNz+b3nesZNI5t4Oj4+fdgqcFTAkWfCeFCtWSQBVXQXI/PnzJVeuXAKGobOt49LSpUulRIkSSjZjk3ZNnDhRPvnkE8Eqr7FV5Tg5Ocnt27elZs2aAsgnn3yiKoc8PDwkNjZWSXn69OkjqampagyzZs2SyMhIZdq7bds2iYqKUp2StmzZIqmpqVK4cGEB5KeffhIRUVUlNvNnm/mug4ODXLhwwZicESOMCbFKwDT/PfPmGVMZGJgs2bNnF0CGDh2q9gXb9vzss88EDJmdTeJVr1491Smub9++qnpn4MCB8sEHHwgYMr3NmzcLIL6+vpKQkCD+/v4CSHBwsPz8888CRuc1kQdVPF9//bXEx8er6q/du3dLRESEMiQ/ffp0uud37twpIiL169cXeCD9mzt3roDRgS4lJUXmzZunKo7S3rKDmHX8pNE8U16YCp/k5GQOHz6sMsIAJpOJxo0bs3fv3qfyP5KSkoiNjU13y6zcuvV018s0WCzw9dfG8htvgJNTxo7nJadMGShRApKSwOr7aB/kyfN019NoNJr/gucRO4GOn2A4EAistt7Pz/nzR3ByciIgIICrV6/i5eWFu7s7d+7cIUeOHDg6OnLr1i2yZ8+On58fZ86cIUuWLNSpU4e1a9cC0LdvX37//XcgvVlzu3btCA8PJyQkBCcnJ/r376/Mmnv27ElSUhKLFi0yRjZ8OGvWrOHq1av4+vry6quvMnv2bOLj4ylTpgz16tVj1qxZxMXFUaZMGRo0aMDq1au5dOkS2bJlo1evXty9e5e5c+cC8MYbbwAo8+b27dtTpEgRuHsX/vjD+Pjjxz/VObdH2rQxvIvPnnWmfv2OAOp7tXv3blq2bAnAkSNHKFiwIHFxcUaVFUa1T6NGjQAICgqiY0fj9cuWLVPLmzZtokyZMuTKlYvIyEi2bt2qTLcXLlxIp06dcHJy4tixY/zzzz/pqnqyZMmi3mfBggVkz56dFi1aAEbFTpYsWVT10Lx584AHVT/z5s3j9u3b5M6dG3d3d86dO8fhw4eZOHEi0dHR6vOXBUYAMwDL4yZIx08aTYbwTBM+ERERmM1mcuXKle7xXLlycfv27afyPz7//HO8vb3VLSAg4Km874uIPh99AmvWwNmzRj3tgAEZPZqXHgcH6NLFWLY2Y7AP6tSBfPmeLAd0cICAAGM9jUajeUY8j9gJ7D1+ug8EkD4MHgxAwYIF+e233wDo3Lkzf/31FwDdu3dXUpbu3burk+LOnTuzfPlyLBYLtWvX5ubNm1y+fBkvLy9atWqlki6DBg3il19+AQwJloODA0FBQQAMHTqUWbNmkZSURKVKlahataqSaw0cOBBXV1dmzJgBGJ22LBaLen7UqFE4ODjw/fffG59i8GDc3d35+eefSUhIoEKFCtSrV487d+7w559/AjDOJt2aORMSEqBiRaOjkuZ/wsvrUVnXxo0bqV69OiJC1qxZAaP7la1b19atW6lZsyYiwtWrV/H39ycmJob4+Hhy585NVFQU165do2LFiqSmphIcHExXq/Z+4cKFKqmzcuVKXF1daW4dwMKFC+nSpQtOTk4cPnyYs2fPqnUXL15MSkrKIzIvm0RryZIlREREkDVrVkwmE3///Td58uShR48eqlPYokWLGDhwIAOscbcDsBmYDrwKpLv0quMnjSZjeZalRjdu3BBAQkJC0j0+YcIEqVat2v/7+n+nLDkxMVFiYmLULTQ0NNOWJNs8Zf+VabPdeKKlpho12gsWiJQrZ0zAm29m9KgyDSdP2qmsy+bq+aROXXbtiq7RPBsys5Tov+F5xE4iOn4ybnWtMpTC6SQpto5Fq1atUqbJQUFB4urqqiQxNvnL1q1bpWjRogLIH3/8Id26dRNAhg0bJn/++acAUqBAAbl37554e3sLGIbKNilPjRo1xGw2S6FChQSQ3377Tc6ePaukV5cuXZLVq1cLID4+PnL//n1l6pstWzaJi4uTY8eOCTwwc05KSlLSszlz5oiIyOTJkwWQalWrimXrVpHZs0V8fOy0S8OzwybrKl48RXLkyKH2BTA6XBUpUkTJpADJkiWLTJ06VQCpXr26vPHGGwLIa6+9pjqu9ezZU61Tr149CQkJUVLA+/fvq/1v3rx5Mn/+fAHDINxisUjLli0FkMmTJ0tKSoqSJ65Zs0bi4uLEw8ND/d6kpqaqfdRm0Jz2VqFCBZkzZ44Aki9fPjGbzSIiUqVKFQHkR1us9HDspOMnjeap88JIumzlr3fu3En3+J07d56aqaCrqyteXl7pbpkVR0ewXsB5BFtRwnffGetlapYvh4IFjatR3bvDiRPG40WKZOiwMhOlS9uprKtjR1i6FPLmTf941qzG49ZyaI1Go3lWPI/YCXT8BBHAHuvylwC4uLhQu3ZtUlJSCAgI4ObNmyQnJwPQoUMHkpKS8PT0ZMqUKdy7dw9/f38SExO5cOECHh4eNGzYkOVWA+SBAweqip6BAweydOlSYmJiKFy4MA0aNODnn38GDLPmDRs2cPnyZby9vXnttdf48ccfAWjVqhWFChVS1Tz9+/cna9asqppn0KBBuLu7q/udOnUiICCAxYsXc+vWLXLnzk23bt1ISEhQFULjLl7EoWFD6NsXoqONydFS+KeGTdZ17pwTDRoYEqmYmBgAQkJCVAXO/v37KVq0KAkJCWTNmhUHBwf27dunjJdXrFhBu3btAAgODlbLO3fuJCAggIIFC3L//n3Wrl2rzJsXLlxI27ZtcXd35+LFixw6dChdFY+jo6OSgC1YsIDw8HBKly4NGLIuR0dHihcvDoDFYqFo0aI0adIEgAIFCnDkyBFeffVVvLy8uH79upKY2t5zUenSj8ZP3t46ftJoMphnmvBxcXGhcuXKbNmyRT1msVjYsmULNWrUeJb/OtPSsSPMmfPo4/ny2cnv6fLl0Lnz47spDRnyoNOE5n/Crrt1dewIV67Atm3w7rvGYy4uRhSn0Wg0zxgdOz0bOnaEzz9P+0gwYMbZuQJt24YARlLHllTr1q0bCxcuBCBnzpzqVffu3WOV9UrIzZs3+eCDD9T6P/30E8nJyeTLl49du3axa9cuTCYTXbp0Ud24Bg0axMaNG7l27Rq+vr507txZefn069cPi8XC7NmzARg5ciTnzp1j/fr1ODg4MGLECP7++2+2bNmCyWRi+PDhhIWFqU5LY8aMQUSUV8+IESNwcXFh3rx5REREkB/oGBmZfmLMZujWTcdPTwkvL7Ba4+DiYgRSGzZsoFatWgBkyZIFgHXr1ilZ18aNG6lXrx4A586do2DBgsTHxxMeHk6BAgW4f/8+J0+epFatWogIS5YsUV24/vrrL5Xw2bBhA0lJSUp2tWDBAtq1a0eWLFk4f/48e/fuNbybrM8VLFiQ/fv3A4aMKzU1lTFjxqhxnjhxgqCgINzd3bl69SqHDx/G1dVVjXuxNUC0Scx2nj7NzZAQI37q1cuYhFKl7ODkRKN5wXnW5UZ//fWXuLq6yuzZs+X06dMyePBg8fHxkdu3b4uISK9eveStt95S6yclJcnRo0fl6NGjkidPHhk/frwcPXpUzp8//2/9P3soDbeViwYEGIqmbdvsSMaVL9+TuyfZlabt2WOTdbm4iERHZ/RoMojUVJFcuYyJWLs2o0ej0WRK7OG4/Z/yvGMnEfvYDhMnGj/n9euLlC3bVAD58MOPJSAgQEli3NzcBJC1a9cqKcv27duVxGrcuHHqcV9fXyX52rNnj+TNm/cRGUzam8lkktu3b0urVq0EkFKlSkmfPn3U85MmTZK+ffsqGZjZbFaynoYNG8qtW7fU8x06dBARkY8++kgAqVq1qlgsFtmxY4cA4ubmJuHh4WI2m1U3sa91/PRcmD/fmNZixVLEz89PANWBq3r16hIYGJhO1uXi4iLffPONAFKpUiV56623BJCOHTvKxIkTBZDOnTvLtGnTDFletWpKxufq6irR0dFSvnx5AeTnn39Wkr/cuXNLamqqNG1q7Ou2rly2m4ODg9SoUUPJurZs2SIWi0V1E1tmlWF17dpVAJkwYYKIiJIY5smTR1Kt+0yNGjUEkO+//96YhOvXH8i7rl3LkO2g0WRm/pNj9jNP+IiITJs2TfLnzy8uLi5SrVo12bdvn3quXr160qdPH3X/8uXLjz1I1qtX79/6X/YQsHTsaPx+vvtuRo/kOaP70j9XLBaRkiWNKf3zz4weTQYycqQxCb17Z/RINJpMiT0ct/8bnmfsJJL5t4PFIlKkiPFz/ttvEeLo6CiA/PXXXwKIp6en/PbbbwJIYGCgfPHFFwJI3bp15f333xdAmjdvLh9//LFKwPzyyy8CSMmSJZWviqOjo7Ru3VqdXNt8fwCpVauWXLp0SRwcHP5lYgiQ7t27S2xsrHh5eT1xHRcXF/Ve860+PHXq1BFAcubMKbVr11aJACeQdiBrdfz0zImNNTwQQaRLF6Mt+2uvvaa2lS2J17p1aylZsqQAMm3aNLVP2hI2rq6usnPnTpXAO3/+vPLWOX/+vHrt7NmzZcqUKQJG+/cNGzYoj6nNmzfLjBkz1D6TJ08eKVu2rADSpk0bEREZMGCAgNFCXkRk/PjxAsirr74qIiJLly5VSUiLxSJJSUmqHfv27dtFROS7774TMHyKFHXqGJPw9dfPdwNoNHbAC5fweZ5k9oDl/n2RLFmM388jRzJ6NM+ZBQv+vYTPggUZPdJMw+TJxpRaYwL7ZNcuYxK8vEQSEjJ6NBpNpiOzH7dfFjL7djh+3Pgpd3MTmT7dSOyUL18+nTFu8+bNBZAPPvhAypUrJ4D89NNPUrBgQbFVANlMd+fMmSPVq1cXQL788kt10ty7d29lnBsQECBRUVGSNWtWAcMo98033xQwzJo//vhjVVFUv359lawxmUyyYsUKdRLt7+8v7u7uT0wU+fj4SFJSkvzzzz//byJpuo6fngvt2xtT2qPHVgHDYLtuXcMk3JZQcXZ2VtU8LVu2VJU4H3/8saoCmjNnjhQvXlwA+fPPP6Vx48YCyKeffqqqu+rXry9ffvlluu1sMwEfPHiwJCQkpDMcP3z4sIBhGH3//n3ZsGGDAOLn5ycpKSly4MABAcTd3V3i4uIkLi5O7cP79+8XEZF+/foJGJVLIobZvG3/vGar6Jkxw5iEqlUzajNoNJmWF8a0WfP0Wb/e6KBZqBBUqJDRo3nO6L70zx1be/YNG8DqOWh/1KxpmBDGxhoTodFoNJqXjmXLjL/NmsGqVUsAw+R4yRJjuXnz5mzatAmASpUqceLECVxcXAgICODKlSt4eHiQK1cuLl68iIeHB6VLl2bfvn04OjrSvn171b79YbPmRYsWERcXR2BgIA0aNFAt3998801l+lygQAE2b95MtmzZAKNNe6tWrZQZ86RJk4iMjMTPzw+An3/+mVu3blG0aFEAxo4di4uLC19+aZhPV69enVWrVvHxxx8D4OjoyBSMltl1/9Uk6fjpqWHzQTxwoC5+fn5ERUVRtmxZwDBeLl26NCkpKcosfePGjbRu3RowWp7bPHoWL178WL+eBQsWEBYWBsD27duZMGGC+t8eHh6UK1cOgKCgIJycnOjcuTMAS5cupWLFihQuXJiEhATWrFlDgwYN8PX1JSwsjJ07d1KlShXlI7R27Vrc3d1pY/UxfNi3Z+nSpaSmpuLv708da9t12zp06gQmExw8CJcuPc3p1Wg0/wE64fOSYQtYOnV60JnLbqhTx3CnftIHd3CAgABjPc1ToXRpw28vORmmTIGFC2H7dsPj0W4wmcDagQJrQK/RaDSal4sHCZ9IZYhdqFAhbt26hY+PD5GRkZjNZipXrsyePUb3rpYtWxIcHAxA586dWbRoEQBdunRRy61atWL79u3ExcVRvHhxcubMyY4dOzCZTPTr108ZMg8dOpQlS5Zw9+5dAgICaNmyJdOmTQNg+PDhXLlyRZlBjxo1ihUrVnD58mV8fX3p1asXCxYs4M6dO+TNm5d+/fpx4MABLly4gJeXF6NHj+b69ev8+eefAHzzzTe0bt2a3bt3AzCgf38m5svHCKDs4yZHx09Pndatwc0Nzp93pFQpI9ly+vRdTCYTBw4cUN2vdu3aRbly5UhNTUVEcHZ25tSpU1SuXBkwjJhtnb3WrVtH/fr1cXZ25u+//2bHjh3q/xUsWJBmzZoBUKFCBZYsWYKvry/h4eHs2rWLLtYreEuXLkVE1P0lS5bg7OxMhw4d1H0HBweV0LElRG33Fy9ejIjQqFGjdEkiSNOty/rdIFcuo6Ou8cKnOb0ajeY/4VmXGz1vMnNJcmKiiKenUR0ZEpLRo8kgli17suGgg4PxvOap0rXro9OdL5+dTfX+/cYHz5pVJC4uo0ej0WQqMvNx+2UiM2+HM2eMn3AnJ5Fp0/4QQMqVKyfDhg0TQPr166fkVFOnTlUmzgsWLBBvb28Bw8Q5rS9Krly5BJDg4GB55ZVX1GvHjh0rgLRt21b27t2r/Ffu3r0r1apVU3KcXbt2qeciIiJk9OjRAkiLFi1ERKRWrVoCyLvvvisWi0VKlSql5GNpn3/zzTdFROSNN94QeODbdOjQISUPu3jxoo6fMoBq1WzTvN0qtfIRV9f6AijzbycnJ3n33XcFkCZNmkjr1q0FDINkm5Qwd+7cSqr1/fffq3W6du0qXbp0EUCaNm0qV69eFTDMmG/evKlkhsOHD5eEhARlzrx37161fzws68qZM6ekpKTIwYMHlazr/v37j7xeRGTgwIFKNiYicvv2beUxdPHiRWMSfvnFmITy5TNoK2g0mRPt4ZNJA5bVq43fTH9/EbM5o0eTQURHi7i7PxqwBAToYOUZsGzZgyYLdh0fWiwihQoZH37x4owejUaTqcjMx+2Xicy8HT791Pj5btZMpEWLFgLI5MmTJWfOnMobxXaivHjxYgHE29tb5s2bp7x45s6dq7xRgoKClOeJzQ/FyclJrly5ItmzZxdAVq9eLb179xZA+vbtq06gXVxc5M6dO6rz0YABAyQmJkYlk9avXy/79+9XHi83b95UHcM8PT0lOjpadu/erd7rxo0bEhERoTxW1q9fLyIiHTt2FEB69OhhTMKxY49P+Oj46ZmQPr+WKmBL2owUQIoUqax8oj777DMBw/Dbts88fLP549SuXVtmzZolgJQtW1bOnTun9r+7d++q5OOMGTNk3bp1AkiuXLkkNTVVXnvtNQFk7NixYrFYlM/P4sWLJTk5WXx9fQUedOtK+7yISI8ePQSQN954Q0RENm3aJIBkz55dUlJSRESkYcOGAsgXX3xhTEREhJFpBSPzqtFongrawyeTYitH7tjRUJnYJdOmQXw8lCwJW7bAggWwbRtcvmxMjOapYTbD6NFGqPIwtsfGjLETeZeDwwNBvpZ1aTQazUvF8uXG3+bNo9i8eTMA+fPnJzw8nOzZs3P9+nUA6tSpo3x8OnXqpHx5evbsqeRSffr0Yfbs2QD07t2buXPnAtC2bVtCQkK4e/cu+fLlo2rVqkraMnToUH788UfAkIOlpKSwzBrUvf7668yePZt79+5RokQJmjZtyrfffgvAa6+9Rp48efjqq68AGDRoEN7e3sqrp1evXvj7+zN9+nTi4uKoWLEiTZs25fTp0yy3fui3337b+PCffIJ1AEbcpOOnZ4YtfnqAI9DZuhwGOHDx4mGyZs0KwKpVq6hcuTJms5mEhAT1qnz58gFgMplYv349APv376devXo4OTlx8uRJACUJW7lyZTqvnoYNG+Lj48OdO3fYs2dPOlkX8Iisq6N1P3hY1vWwb8/ixYuxWCzUr1+fnDlzcvfuXbZu3Qo8RtaVPTtY5WvYHtNoNM+X55CAeq5k1itUyckivr523jUzNvbBJOhOEs+cbdv+vaZodrM/Hj36oMVLbGxGj0ajyTRk1uP2y0Zm3Q6XLxs/3SaTyPffG5URZcqUSSdHqVixogDyww8/qHbTy5YtU63Vt2zZoios9u/fr9pnHzlyRFVFrF27VurVqydgdPn6+uuvBZCKFStKeHi46sYVEhIi7733noDRQjs1NVV1/po5c6ZcvXpVvf/Ro0dVBZGjo6NcvXpVdeJycHCQM2fOyL1799QYFi1aJCIiPXv2FEA6dOhgTMLffz8o1z1xIuM2hp3waPy0W6DKYyt3bNty0qRJAkjdunWlUqVKaj+ytVCfPXu2kvX9+eefqqPX559/rrp1tWrVSi5duiRgSPnu3Lkjffr0EUBef/11iY+PT9dtK61sKy4u7hFZ18PdvBISEsTLy0vA6PYlIjJ06FBVqSYiEh4ervbfc+fOGRMye7YxESVLGhXTGo3mf0ZX+GRCdu6EyEjIkQNq187o0WQQM2cak1C8+INqC80z49atp7veS0/58sa+l5gIK1dm9Gg0Go1G829gq+6pUwc2bDAMaDt27KgqYGrWrMnRo0dxcnLCy8uL6Oho8ubNS2hoKKmpqVSpUoV9+/YhItSrV4+dO3diNpupXr06Z8+eJTIyknz58lGgQIF0Zs0//fQTYFT3zJ49m8TERCpUqEDFihVVF6/XX3+dtWvXcvHiRXx8fOjVqxfTp0/HbDbToEEDKlSowNdffw0YlRP58+dX1T3t2rUjMDCQX3/9lcjISIoWLUqnTp24dOkSCxcuBODdd981Pvynnxp5hw4doOxjbZs1T5FH46IE4FCa+44AeHhkJ0+ePIgI7u7uAISEhNC/f38Ali9frqpu0i4vW7aMTp06AUa1jm1506ZN+Pr6UrlyZSwWC8HBwaqKZ9myZbi6uqpOYEuWLKFy5crpunHZunWFh4ezc+fOR7p5ubm50a5dO+DRqp/ly5eTnJxMjhw5aNy4MZCmyqd9e3BxgX/+gVOn/rfJ1Wg0/zE64fOSYJNztW8PTk4ZOpSMIT4erCXNvPMOODpm7HjsgH+3O6vddHF1cNDdujQajeYlwxY/tWgRreRa/v7+REZGqjbrAE2bNlVdsl577TXmzZsHGLKpOXPmAIaca9asWQD069dPtVjv378/f/zxB2B07Tp//jznz5/H09OTbt26qU5dI0aMYMmSJYSFhZE3b17at2+vWq8PGjQIEVHJoLFjxxIaGqpOmseNG8fNmzeVtGzixIkkJyerhNDEiRON9utTpmA2m2nWrJnR6encuQfHrPfee9rTq3kMj8ZFFYA/gDbW+90AB+7fv6taroeEhFCmTBlSU1MxmUw4Ojpy4sQJqlatCqTv1rV+/XqaNGmCyWTi8OHDuLu7U7JkSZKTk1m9enU6WVfjxo3x8vLi5s2b7N2799+WdS1evPhfyrqWLFmCxWKhbt265MqVi6ioKNX97hFZl7c3tGiB9cH/ZWo1Gs1/w7MuN3reZMaSZLNZJHduoxpy3bqMHk0G8c03xgQUKmTo2zTPnNRUoxvX40ybbcbNAQHGenbD338bH97ZWSQyMqNHo9FkCjLjcftlJDNuh5s3Hxyzvv12tgBSunRpJXMZPny4FC9eXAD56aefxNXVVQBZvny5MsJds2aNkr1s2bJFSVyOHTuWTlplM2tetWqVdOrUSb2/zXDZx8dH4uLipGrVqgLIJ598IidOnEgn1/rhhx8EkOLFi4vZbFadnBo2bCgiIhMnTlTGvSIiv//+uwCSJ08eSUxMlOvXr4uLi4sAsnPnTmMS+vQxJqB16wzaCvbHk+OnDVYZVy5xcakpgLz11lsCRrc223KHDh2kUaNGAsiUKVOkaNGiAshff/0lhQsXVkbKNgnh119/rWSCHTp0UEbOjo6OEhERoSR+Y8aMkbi4OHF3dxdADh48KAcOHPiXsq4jR46o8d27d08SExNV5zrbPjZixAgBpE+fPiIiEhkZKc7OzgLI33//bUzKggXGJBQtqmVdGs1TQEu6MhkhIXD7tpEgb9gwo0eTASQmgrWEmXfeAWfnjB2PneDoCNYLjzg4pH/Odv+77+ys2KpUKShTBlJSIDg4o0ej0Wg0mn9BUJDxt3p12LzZkHN16NCBYOvvd8WKFTl37hxubm6kpqaSlJRE6dKlOXDgAAAtWrRgxYoVAHTu3FlVLHTu3JklS4z3a9KkCUeOHFFmzeXLl1fvP3ToUGbMmAEYFUEnT57k4MGDuLi4MGjQIH744Qc1prx58/Ldd98BMGbMGO7du6eqfcaPH09MTIySiU2cOBGz2czUqVMBoxrI1dWVr7/+muTkZOrUqUOdOnXg0iWwVirx/vtPe3o1T+DJ8VN9wBu4Q6NGFQHDhLlw4cIkJibi6+sLGBU8rVq1AiAoKEhJtpYvX66Wly1bpip50i6vW7eOPHnyUL58ecxmMytXrkxX1ePm5qbee8mSJVSpUkXJutatW0eDBg3Inj27knVVqFCBokWLkpiYyOrVq3F1daVDhw7Ag6ofW0VPcHAwSUlJZMuWjWbNmgFpqnzatIEsWeDCBThy5OlMtEaj+bfQCZ+XAJv+vG1bQwJrd/z+uyGIzp8fevfO6NHYFR07wtKlkDdv+sezZzcet8vGHlrWpdFoNC8FNjlXy5YxbNy4EYBcuXIRExND3rx5+eeffwBo06aN6prVvXt35s+fDxgnsrYT1m7duilvnLTSrkGDBqnEzMCBA5k9ezZms5latWrh4eHB2rVrARg2bBjTpk1T72UymZRsbPTo0axatYpLly7h6+tL7969+fXXX7l37x6lSpWiefPm/Pzzz8TGxlKqVClatWpFcHAwZ8+excfHhyFDhhAREcHPP/8MwDvvvGN88C++MFpGNW0K1ao9m0nWPJbHx08uZMliJFvy5k0CYOfOnbSwyp2OHj1KoUKFSEhIwMvLCwcHB/bt20dtq3nnmjVrlAfPmjVr1OtCQkLIkSMHRYoUITExkbVr16bz+GnatCkeHh5cv36dgwcPPiLrsiWLbLKutAkdBweHdLIveCDrWrp0qdrX/f39iYl58D2zrbNo0SJEBDw8wDp2LevSaJ4vOuHzgiPyIOFjlyfXyckwZYqx/Oabdprxylg6doQrV4zurVYfPtq3t9P9ER4kfDZvhp9/hu3b7aQ3vUaj0bw8RETAjh3Gsrv7SlJSUihVqhR79+4FjJNcW4VC06ZN2b59OwCFChUiNDQUb29vzGYzMTExFChQgLCwMO7du0fhwoWJi4vj5s2b5MiRgxIlSrB9+3ZMJhN9+vRRyZ9hw4Yxc+ZMRISmTZvi6emp/t/rr7/Or7/+SmJiIpUqVaJWrVp88803AAwZMgRnZ2dV7TN+/HiSk5PV/QkTJuDg4MAXX3wBwMiRI/H09OS7774jPj6eypUrG9UV166BtX28ru7JGNLGT8WLG49162YkU7Zt20a5cuUwm834+PgARhLHZoq8bds2atSoAcCVK1fIly8fcXFxyiT8/v37nD59Wq0THBz82IqfTZs2kZiYSJs2hn/QkiVLaNmyJVmyZOHSpUscPXpUJXRWr15NQkKCur98+XJSU1NV8mbt2rXcu3ePRo0akS1bNm7fvs3u3bsxmUzqNbYEabt27XB1deXs2bOcOHHC+PC2+GnuXFiwQMdPGs1zQid8XnAOH4arVyFrVrBWR9oXc+ZAaKjhgGftWqB5/jg6Qv36MGGCcX/VKjs+Rp88acgKLRYYOhQaNICCBR9kZjUajUaT4axYYRynKlSAHTuMyoT27duz0tplMTAwkOvXr+Pt7U14eDgiQp06dZSxc9euXVmwYAEAvXv3ZrY1edKvXz9l0NynTx/1eKtWrThx4gTXr18ne/bstGzZkt9//x0wzJp/+eUXUlJSqF69OuXLl1dSrzFjxnD48GF27dqFs7MzI0eOZPHixdy4cYPcuXOriqNbt27h7+9P9+7d2bJlC4cOHSJLliyMGjWKmJgYpk+fDhjVPQ4ODjB1qiE/btDAjtu7Zjy2+GnQIOP+pUvNcXV15eLFi9SsWROAkydPkjt3bmJjYwkICACM5Evbtm2B9B26goODVQXOw926bEmeNWvWULBgQUqVKkVKSgqrVq1KZ+Ts7u5Oy5YtASMBVLVqVQoUKEBcXNwjsq4dO3ZQvnx5ihUrpmRdLi4uagy2BI8tKbRixQpVoWSrQFKyruRkQ+N25w706KHjJ43mefGsDYWeN5nNdPCttwyPsy5dMnokGUBysmHSbLgtZvRoNCKSlCTi7W1skj17Mno0GcCyZY93sXZwMG7LlmX0CDWal47Mdtx+Wcls26FlS+Pn+d13o5WR8TfffCOAFChQQIYMGSKA9OvXT8qXLy+ATJs2TTw8PJRxs8lkEkC2bt2qDJoPHjwojo6OAsixY8fSmTU3b95cAJkwYYLMnj1b/a/4+HjJkyePADJ//nxZuHChAJIrVy5JTEyU7t27CyA9e/YUi8WixvPpp5+K2WyWEiVKCCBffvmliIgy9H399ddFROTTTz8VQEqVKiVms1nkxg0RV1djArZuzcjNoLFy/ryxORwdRZo3byOADBs2TBkiDxgwQAAZNGiQ5M6dWwCZNWuWAGIymWTFihUCSLZs2WTz5s1q+ezZs2qdO3fuSIECBQSQoKAgmTRpkgDStm1biY+Pl6xZsyqz5r/++ksAKVq0qFgsFmUQ3q1bNxERGThwoAAyZMgQERF59913BZD27duLiMj69esFED8/P0lJSRGz2SwBAQHquyMiaj8vXLiwWJYu1fGTRvMU0abNmQSRB/pzawLfvpg/Hy5fBj8/GDw4o0ejwVDUWb3+lBmm3WA2w+jRxhfzYWyPjRljx6VPGo1G82IQEwPWQh08PVeRnJxMiRIllJyrU6dOyr+kevXqHD9+HGdnZ1xdXbl//z6FChXi7NmzWCwWateuzbZt2wDDoHnTpk3Kt+Sff/5RZs3Fixdnw4YNAAwePFhV8AwdOpQVK1Zw69YtcufOTefOnVUr9mHDhhEeHq6kXm+88QZbtmzh+PHjuLu7M3ToUFavXs2ZM2fw9vZm8ODBHDx4kC1btuDk5MS4ceOIi4vj22+/BeDtt9/GZDIZjS6SkqBWLaO8RJPhFC1q9HwwmyFfPqM6JiQkhEKFCpGYmIi/vz9gVMjYZF179+6lQoUKWCwWwsLC8PPzIyoqipSUFLV85coVKlWqhMViYcWKFY+t+NmwYQMpKSnKrHnp0qW0atUKNzc3Lly4wPHjx5Uka9WqVY+Vddnur1u3jnv37tGwYUN8fX0JCwtj586d6WRdtv25devWSjp2ePhwFSvFAiqS0vGTRvPM0QmfF5i//4bz58HVFayVl/aD2QyffWYsjx8P7u4ZOx6NwlrFS1DQ43MfmZZdu+D69Sc/L2LID3ften5j0mg0Gs0jrF5tqJlKlICQEEPO1a5dO1avXg1A/vz5uXv3Ln5+fly8eBGAli1bstwqLenZsydz5swB0su5+vbtq2RaAwcOVCbJAwYM4I8//lB+PVFRUaob14ABA5RZ85AhQzh69Cj79u3DxcWFoUOHMn36dFJTU6lXrx6VKlXiq6++Uu/p6+vLFKuP4bBhw/Dy8lLePd27d6dAgQL8+uuvREREULhwYbp16wZhYYa/HBjePQ+32dRkGLb46dat1phMJo4fP05Da/vdCxcu4OPjQ1hYGIGBgYAh32rfvv2/XH64W5ct4bNq1SqKFStG8eLFSUpKYs2aNenMmbNmzaokV0uWLKFatWrkz5+fuLg41q9f/4isq1y5cuq9Vq1ahbOzs5KZPdyta9WqVcTHx+Ph4aFMpn8MC+MroAGQHTibdmJ0/KTRPFN0wucFxGw2fMw++MC436QJeHpm5IgygEWLjGxX9uwwbFhGj0aThubNjSTkxYtw+nRGj+Y5cuvW011Po9FoNE8VW/xk9TemZctYVXXj6+tLQkICRYoU4dChQwB06dKFv6wdF1u1aqU6DJUrV44zZ86QJUsWcuTIQWhoKNmyZcPX15eLFy/i6elJhQoVlFlzz549la/P0KFD+fHHHwHD1yQ0NJSQkBCcnZ0ZMmSIqu557bXXyJo1q0oajR07llOnTrFhwwZMJhNjxoxhz549hISE4OLiwqhRozhz5gxB1vLaiRMnkpSUxJdffgnAm2++iZOTE3z9NSQkQNWqRncuzQuDNUfDtm05qVWrDgDu1guaa9euVRU4V65cUcmfwoULA4b5sq3V+ZOSP1u2bCEwMBB/f39iY2PZsmVLumRQWrPmY8eOPdJ960ndupYsWYKDg4Py6Xk4wbNs2TJSU1OpWrUqBQsWJC4ujlWrVrF9+3YSEhIAmAVMALYDqcDOx02Qjp80mmeCTvi8YCxfbviXNWjwQM61Z4+d+ZlZLPDpp8byG28YrRw1LwweHkYSEuxM1pUnz9NdT6PRaDRPjbTxkzWfw2+/rSIpKYnAwMB0cq7g4GAASpcuzbVr1/Dy8iIyMhKLxUKNGjXYunUrAB07dlSGsz169GDu3LlA+tbtLVu25ODBg4SHh+Pv70/NmjVVEmnEiBGquqdLly5YLBZ1cj169GjmzJlDdHQ0RYsWpXXr1nz99ddqjIULF2bq1KmAUWWUJ08epk6diojQrl07Spcuzdy5c7l58yb+/v706dMH7t4Fq5SMSZN0dc8LRsWKkD8/xMdDYKCRTDl27Bi5cuUiJiaGIkWKALBy5Upl2HzkyBECAwNJTk4mPj4eb29v7ty5g5ubm0oKhYeHU6ZMGVJTU1mzZo2qvElb/bN27VoAZda8dOlSWrdujaurK+fPn+fkyZOPyLpsCR5bQsd2f/369cTGxlK/fn1y5MhBREQE27dvR0TSJYXat2+vquoAXgG+By4AjzVq0PGTRvNseNaGQs+bl9l0UPvBWlmyxPjgPj4i0dEZPRrNY/jtN2MTVa6c0SN5jqSmiuTL9/gvqe2LGhBgrKfRaP5tXubjdmbiZd4OT4qfoJ0A0q7dBHF1dRVAvvrqKwGkYMGCMmjQIGXcXKFCBQHk+++/Fx8fHwFk2bJlyvB527Zt6j327NkjOXLkEEBWrlwpdevWFUAmT54sU6dOFUAqVaokd+7cUa/Zu3evMr6tW7eupKamStGiRQWQ6dOny40bN8TZ2VkA2bdvn5w+fVoZRZ85c0auXbsmTk5O6r1SUlKkcOHCyoxaRETee8/44BUrilgsGbtRNI9l1ChbM5Yrymy5V69eAsiAAQMkS5YsAsjXX3+tTL/feustAaRLly5q3TFjxkjv3r0FkFGjRsnkyZMFkDZt2sj27duVqXNSUpLaT5YsWaKMlIsVKyYWi0XatTO+I++9955YLBZlvBwUFCQpKSnKlHzz5s1isViUgfi8efNERKRv375qnGXLlpWDBw8KIFmyZJHBgwdLnz59pEaNGgLIxMfFTjp+0mj+K7Rp80uI9oO1YrHAxx8by6NGgbd3xo5H81jatgWTCQ4fhmvXMno0zwlHR7CW4j/xqul33xnraTQajea58Pj4KQa4B6wHYNs2b5KSkihZsiR79uwBjIobm3FzzZo1OXbsGM7Oznh6ehIdHU1AQADXr18nOTmZChUqcPLkSZKSkihfvjxXr14lIiKCfPnykT9/fnbu3ImjoyP9+/dn5syZAAwfPpzff/+dpKQkqlSpQrly5fjpp58Ao7pn9erVXLhwgWzZstG3b1+mTZtGSkoKderU4ZVXXlFePu3btycwMJBvvvmG1NRU6tevT/Xq1Vm0aBGXLl0iR44cDB48GKKj4YcfjI//3nu6uucFxebjs3VrASpUqIjFYiF79uyAUYVjk22Fh4fj7u7O1atXKV26tHreJvtK26p9+fLlSn61ceNGypcvr0ydt2/fnq4le6tWrR5b1fM4WZeTk9Mjsi7b+l999RWtWrVi3rx5AFy9epWTJ0/i5uZGwYIFSUhIoFmzZsyePZvRo0cDsIw0Zs0Po+MnjeaZoRM+LwjaD9bKqlVw4oRhWmQ9QGhePHLmNJp/AKxYkbFjea507AhLl0LevI8+N2uW8bxGo9FonhuPxk8CVAQqAElAIWJjDTlX27ZtlbQlb968REVF4e/vz5kzZwCjq5AtCdSrVy9l3Ny3b19+/fVXwDBrti0PGDBAmTi3adOGU6dOcfnyZbJly0aXLl1U8uf1119n4cKF3L17lwIFCtCuXTvVWWvw4MFYLBaVDBo/fjw3btzgzz//BAyvnoiICH755RcA3nrrLSwWC59ZG1uMGTOGrFmzGsme2FijFZTNLEbzwlG7Nvj6Guq7SpWMZMq5c+fw8vLi1q1blC1bFoDVq1crU+V//vmHgIAA4uLicHBwwN3dnWvXrpEjRw48PDy4fv06CQkJylR5/fr1KlGT1sh59erVODk5qfe1ybpcXFw4e/Ysf//9dzpZV2Ji4iOyrqSkJMCQoq1du5bU1FQcrYman3/+mdKlS6eTlIEhI3N1deUicMLPL/2EODrCkiU6ftJoniE64fOCoP1gMbJatuqekSONI6LmhcUWT9qVjw8YQcmVK7BtGyxYAFbNfeYvv9NoNJoXj0fjojPANeCS9f5lwEjyREVFkZSURKlSpdi9ezdgGM8uXLgQMBI+69cbVUHVqlXjyJEjuLi4UKpUKVW98Morr7Bt2zZMJhPdunVTSaFhw4apVuz9+vVj06ZNhIaGkjNnTrp27arMmkeOHMnx48fZsWMHTk5OjBw5kj/++IPo6GiKFy9O69at+f7771W1T/Xq1Zk+fTrx8fFUrFiRpk2bsmLFCk6fPo2XlxcjRowwEj02p+r33jNKcDUvJE5O0KaNsZyUZCRltmzZQlOrwXZ0dDROTk6cOnWKmjVrAhAUFKSSKGvWrFE+PKtXr05X8WNL7KRN8gQFBVGpUiWVMNqwYUO6ih9vb29VVbRkyRJeeeUV8uXLx71791i5ciXh4eH4+PgQERHBjh07VFcxMKqBTp8+Td++fQE4ceIEDg4O6RJMSUlJeHp6qv+xbNAgI36aNcvoAGI2G+ZbGo3mmaGPCC8Idu0Ha2ur8dZbhkYoSxbDrFnzQmNL+OzcaVypsiscHaF+fXjtNejTx3jM5rKu0Wg0mufGo3FRSQxbWOc0jxlCEluVTIcOHVi1apX19Xm4efMmvr6+hIWFYbFYqFmzpjJubteunar66dy5s+pQ1KJFC3bv3k1sbCxFihShcOHCrFu3DjCSPzaz5sGDBxMSEsLJkyfJmjUrAwYMUNU9r776Krlz51b3x40bx71791S1z8SJE7l//z4/WKVab7/9NgCfWhtbjBw+HJ9jx2DwYIiKguLFwXoyr3lxscm6du0qTdGiRUlKSiIgIAAwZFsNGjQA4N69ezg7O/PPP/9QuXJlwDB0bteuHWAkdtJW09iW165dS7Vq1fD19SU8PJzdu3enS/LYqnr++ecfTp8+ne45s9ms/lePHj3o0aOHGtuyZcto1KiRISG0UrJkSZXgWb58ORaLherVq5MnTx7VKQweSMWWBQUZ8VPfvg8yXzp+0mieLc/BU+i58rKaDtqtH+yyZcYHT/thPTzsyKH65aZcOWOTzZ6d0SPJQE6fNibB2VmbjGs0/wUv63E7s/GybofHx0/LBRAoKNBQAAkMLGF9DPnss88EUAa1tmVfX18BZMSIEeLt7S2ALF++XDw8PASQjRs3pjNrrly5sgAydepUGT9+vADSvHlzOX78uADi6OgooaGh0rZtWwFk+PDhcv36dWW+fOjQIfnrr78EkJw5c0p8fLxMmTJFAClVqpSYzWb55ptvlMluamqqrF+/XgBxd3WVsDx50sdPvr46fnoJiIsTyZLF2GS9e08QQDp37qwMvt977z0B5JVXXpHmzZsLIJ988on4+fkpQ2Wbmfj+/fvFzc1NADl69KgULFhQ7bf9+/dX+/OePXsEEE9PT0lMTJTWrVsLIB988IFERkaKo6OjAOo7YLulNTfPkyePmM1mOXTokLEPurtLfHy8JCYmipeXlwASEhIiIiLDhw8XQPr37y8iIlFRUcqU/J9//jEmYuFCYxKKFdMm4xrNf4g2bX4JSesH+zA2371M52e2fLlxJeph86K4OONxu+pF/3Jiu0pl7XBrn5QsadxSUgwPKo1Go9E8N2zxU3rTZlv80BIwzA9ffdXwIqlSpQqbN28GoFSpUuoVoaGhREZGAjBjxgxiYmLw9fUlMjKS+/fv4+/vz6effkpERAReXl7s27ePw4cP4+TkRKlSpZSXz/Dhw5k+fTpgtHVPSkpS1USjRo1ixowZpKamUrduXSpVqqTMmUeMGIHJZOI7qzRr4sSJpKSkqFbtEydOxNHRUXn3DE5KIufDeraoKB0/vQS4u0Pz5sayo2N7wDBbbty4MQCJiYk4ODiwf/9+Ve0THBxMe2tp9YYNG5QEbP369UouldbIeenSpekqb6pVq4a/vz/37t1j06ZNyqtn6dKleHp6Kh+eyMhIcubMibu7O2B8F6ZNm6Y8hvbv30+lSpXInz8/8fHxbNy4EVdXV1q3bg088O2x/e8VK1aQmpqKj48PjRo1SrcOrVoZsq7z5+HUqac4wxqNJi064fMC0bEjjBv36OP58hk+sZnKz0y3JcsU2GRdGzZAfHyGDiVjsQY2uixZo9Fonj8dO4L1/BVIBlYD4OnpDaRQtmxZtm3bBhgGsrZl2wl2QEAA9erVA8Df398wQcbokGWTgVWoUIEdO3YAEBsbqxIvqamptG7dmqioKAoUKED16tWZPXs2YJyMly9fHhEha9asdO3alalTpwLwxhtvsHPnTg4dOoTJZOL48ePUr1+fW7du4e7uTkhICK1ateLGjRv4+/vTq1cv/vzzT3bu3IkJcAWmAuls9HT89NJgi58OHqxO7ty5iY2NJTAwEIDNmzdTo0YNACwWCw4ODhw6dIjatWsDhi+PLfmT1q9n2bJlSjq1evVqateujbe3t0rU2Nb7/PPPWbZsmfIKunjxIk2aNAGgcOHC3Lx5kz5WuXpwcDCurq7pvIIcHBzSdQgD0iWXRIS6deuSPXt27t69y86dO9OtoxI+np5gTVZhlU1qNJqnj074vGCEhRl/u3Qx/GC3bYPLlzNZsgd0W7JMQvnyhtdeQgJs3JjRo8lAbJ4J69fD/fsZOxaNRqOxQ86dM/527bodiCZbtlzUqnUMgKZNm7LLGk+YzWZEhNq1a7NmzRrA6LZ17Jix7hdffEFcXBxgdPU6cOAAzs7OqoLBwcGBVq1a4WAtvy5YsCBOTk6AUd3z008/kZKSAhgeLLb3iouL48SJE5jNZvLkyUObNm345JNPAOOkPigoiH379gEQHx/PL7/8ovxP3njjDVxcXPjiiy+M9YEpwJvA7IcnQsdPLwWtWxvVaadOmWjQwPDkiYiIwGQycezYMZWA3Lx5M3Xq1AEgLCwMb29v7ty5Q+7cuXF0dOTEiROULl0aZ2dnTp8+jbe3N/7+/sTGxrJr1y7aWH1yvv76a06fPg1ASEgIK1eupEKFCoCRQJo1axYmk4lLly4RGhqqunytWLECs9msEjxBQUGIiLq/cuVKUlJSaNasGVmyZOHy5cscP34cJyendF5DYPhhmUwmjh49yqVLVlN1fcFMo3nm6ITPC0RqKqw2LkoxcqThB1u/fiaTcdnQbckyBQ4OdtytKy3lyhnduhITwdryV6PRaDTPhytX4PhxozlVlixGxUG7di3YssWQbtnkKnXq1FFJnhYtWrB9+3YcHBzw8fEhJiaGAgUK8M8//wBGksi2bqdOnTh+/LharlatGiJC1apVmTlzJqmpqXh4eNCrVy9lsPz9998zfPhwAIoVK8batWvJli0bYLRe37t3L5s3b8bR0ZGPPvqIV199FYCsWbMyadIk1Ykpe/bsDBs2jLVr13L69GlMJhOvAf2B3kCDJ02Kjp9eaHx9wZrTwcPDSK5s3LiRunXrAqiE4vbt25V8a9WqVSqBs2XLFurXrw8YSSGbXCptR685c+YQby2/DgoKUglEMJKcNllXcHAwOXPmVIml4OBg6tevj4+PD2FhYezdu5fmzZvj5ubGxYsXOXnyJDVr1sTPz4/o6Gi2b99O1qxZaW7VqT0s6woKCsJisZAzZ06VyLJVBtGmDTg7w99/w5kzT2VuNRpNenTC5wUiJAQiI42DgLUTY+bFrtuSZS5sPj6rVhlJS7vEweFBlY++SqXRaDTPFZt9Wq1aZtavDwaMRElKSgplypRRHbfq1avHsWPHcHZ25r61GrNBgwasXLkSgN69eys5Vvfu3Zk/fz4APXv25M8//wRgyJAhzJw5E4AxY8bwzTffAMYJdFBQEBERERQsWJBevXqxYMECAD777DMuXLigZF8jR45k8uTJ6nUTJkxgz549gNGBa8KECRw6dAiAjz76CFdXVyZOnAjAuC5dWAD8DswBxjxpUnT89MJji5/+/rsBXl5e3L59W1Xd7Nq1i3LlymE2m3Fzc1OP2RI7af160rZkT+vds379+geJFaBLly6q6sbNzY3evXsrr6AbN26oqp6goCCcnZ1Vcmn58uV4eHioxNPy5ctxdHRUsrLHyboAGjVqpLx/9u7dm24dJevKlg2sn0nHTxrNs0EnfF4gVqww/rZuDdbq4MxLnTrg7//k5x0cICDAWE/zQlOzJuTIYXhFWmXa9omtLHnNGkPjptFoNJrngi1+KlduH3fu3MHb21vJVxo2bMihQ4dwdHQkNjYWMKp7bK3WW7ZsydatW3FwcCBfvnzcunULPz8/oqKiiI+Pp3Tp0pw9e5b4+HjKli3LzZs3uX37Nv7+/gQGBrJp0yZMJhMjRoxQBsvjxo3jt99+Izo6msDAQFq2bMmUKVMAeOutt9i7dy9bt27F2dmZd999l59++onr16+TL18+hgwZwnfffUdYWBhFihRh0KBBzJkzh9OnT5MtWzbenj4dcuV68mTo+OmlwZp7Ye9eFxo1MjxyEqzxw+7du5UZ886dO6lcuTIWi4W4uDjc3d25evUqRYoUUQkb27597Ngx8uXLR86cObl37x6tW7emevXqAAQGBjJo0CDAqOLx8/NTz61YsUIlcPbs2UNYWFi6BFBaGVeQtaQ77X2z2UyrVq2UtOzMmTPpzJxtSSDbe+7bt4/rNmsHfcFMo3mm6ITPC4LIg4DFdgDI1Dg6gvUg8wiZti1Z5sTJyajIBTvv1lWlCuTPb3SZ27Aho0ej0Wg0dkF0NFi9lImPN04qmzVrpjpx2WjYsCHB1oNU1apVOX/+PFmzZiUiIgIwqhFWWAOxPn368OuvvwIwePBgfvzxR8DopPW9taXq8OHDmTZtGgCdO3fmyJEjXLp0iRw5ctC9e3eV/Hn77beZO3cuN27cIG/evPTr109V9wwcOBBfX19lAD1p0iTu37+vjJ0/+eQTkpOTef/99wF4//33yZYjB+TN+/jJ0PHTS0VAAFSubJwD+PkZiZAtW7ZQuXJlRER1ytq4caNKnKxZs4YWLVoA8Oeff+Ln5wcYSUYbQUFBqjqncOHCjBgxAjCSPI0aNcLDw4MbN25w+PBhlYAJDg6mQIECVKpUCYvFwqpVq5Qvz5UrVzh+/Dht2rRRvkEXL16kQYMGylNo37596TpxPVz1s2zZMkQEf39/alplDLbEEe3aGfvr0aNg8/bRaDRPDZ3weUH45x+4eNHoTmitmMzcXL1qVEIAZM+e/rlM2ZYsc2MrS/7rL8NsfPt2O2wQ4uDwoMpHd5vQaDSa58K6dYacuEQJYds24yQzV65cpKSkULp0aSXnqly5MteuXcPT05MrV64ARrWBTbbVtm1b1q1bBxgduU6fPo27uzv+/v5cvHgRb29vChcuzJEjR3Bzc6Nt27ZKsjV27FhVwfP666+zaNEi7ty5Q/78+encuTOff/45YFT3hISEsGPHDlxcXHjnnXf44YcfCA8Pp0iRIvTt25fPP/+ce/fuUbFiRbp27cq3337LrVu3KFiwoOEJtGkTHDliGBblzp1+MnT89NJhi58OH26Bs7MrFy5coEaNWgDs37+fIkWKkJiY12NxywABAABJREFUiK+vL0C6ROb8+fO5c+cOAK6urjRs2BAwkkK2ap3g4GBatmyJo6Mjp06d4saNGyphlLbV+7Zt24iKikpX1ePu7p6u5buvr6/yDQoKCsLFxSWd7AselXU1b95cVSQdOXIk3TpK1pUjxwNDI13lo9E8dXTC5wXBVt3TqBF4eGTsWJ4L77wDSUmGK/Xt20Y7skzdlixzc/++ke8ID4cePaBBA6N7VxrpuH1gS/isWmXs3xqNRqN5pljtd6he/RhXrlwhS5YsXLhwAYC6dety6tQpXFxcuGU1MW7fvr060SxbtiyhoaH4+Phw+/ZtRIQGDRqw2tpBo3v37syaNQuA/v37qxbtPXv2ZOHChaSkpFC7dm3u3bvH0aNHcXd3Z/DgwSr5M3HiRBYuXMi1a9fIkycPAwYMUNU9gwcPxsPDgy+//BKADz/8kFu3bjF9+nTAaJ0dERGh3uuzzz7D1ckJbJUcr79udDvV8dNLTdasxt9DhzxISTFao8+aJQBs3bpVJVz27NlDiRIlSElJUbIvQCVvUlJSlJ/Url27qFChAu7u7ly7do2rV6+qRE1a6VZQUBDFihWjdOnSpKamsnbtWpXw2bRpE/fu3XuijMuW0El7X0Ro27YtJpOJw4cPc+XKFdzd3dUYH37Nrl27CLO1J7bJuvQFM43m6SOZjJiYGAEkJiYmo4fyH1G9ugiI/PRTRo/kObBvn/FhHRxEDh/O6NFo/keWLTM2pVGU/ODm4GDcli3L6BE+R8xmkTx5jAlYsyajR6PRvBS8rMftzMbLuB2SkkS8vIyf3H793hdAWrduLS4uLgLI4MGD1WPZsmUTQN577z0BJCAgQF599VUBZNiwYZIvXz4BZObMmeLs7CyABAcHi4ODgwCyfft2MZlMAsi+ffvU+wUFBUnjxo0FkFGjRsmcOXMEED8/P4mJiZFChQoJIN98841s2rRJAHF1dZUbN26osZQqVUpSU1Olb9++Akj9+vXFYrHI8OHDBZAqVaqI2WwW+fVX48NmyyZy925GT7/mf+TR+Ok3AQRKCvgJoPblLFmyyMSJEwWQVq1aSYUKFQSQqVOnSunSpQWQefPmSbly5QSQ2bNnS4cOHQSQyZMny7Rp0wSQOnXqSFRUlDg5OQkgZ86cUfthp06dxGKxSLFixQSQRYsWSWRkpFr33Llzcv36desYkRs3bkhcXJxkyZJFADly5IiIiNSrV0/t8yIi8+fPF0ACAwPFYrGIiEjlypUFkJ9//tmYjFu3HkzGtWsZsj00mpeJ/+SYrSt8XgBu34b9+41lmxdKpkUExo41lvv0gUqVMnY8mv8JsxlGjzY268PYHhszxo7kXSbTg6ur+iqVRqPRPFN27oTYWMPD+MABo3ogb968JCcnU7JkSdWGunjx4kRFReHv78/hw4cBw3fH5ukTGBjI9evXyZ49O+Hh4aSkpFCtWjV27NiBiNCiRQtWr16NxWKhUaNGHDx4kKioKIoWLYq/v79qrz569Ggl3xo7dixBQUFcvnwZPz8/Bg8erKp7hgwZgrOzM9999x0AH3/8MWfOnGHu3LkAfPHFF5w7d46ff/4ZgKlTp2KKi4P33jM++KRJRktXzUvLo/HTP8DyNMtG5UtycjImk4mEhATyWr2bdu3aRd++fQFYuXKl6ryVtnpnxYoV6vHg4GC1vGfPHpKTk5X8K+1r1q1bR2JiYjpZV7Zs2dLJuPLmzZvO6PlxFTwPy7pat26Ni4sLZ8+eVWbqj8i6cueG2rWxvvC/mFGNRvNEnn3+6fnyMl6h+uUXI6FdtWpGj+Q5sHix8WHd3UWuX8/o0Wj+R7Zte7Sy53G3bdsyeqTPka1bjQ/t6yuSnJzRo9FoXnhexuN2ZuRl3A4jRxo/t507nxFAnJycpHnz5gLIwIEDBRB3d3dp3769ADJ06FBxdHQUQN5/36gIKl++vLRr104AGT16tBQsWFAA+emnn8Tb21sAWbZsmfj4+Kiqn8KFCwsgM2bMUFVCPXr0kGXLlgkg3t7eEhkZqSolpk6dKhs2bBBA3Nzc5ObNmzJ27FgBpHLlymKxWNQYOnToICIiHTt2VNUcIiLy7rvGhy1a1Cht0rzUPBo/XVKVM8YtwLq/eEi/fv0EkJEjR0quXLlUNQ8gJpNJ1q9fL4B4eHjI3r171X4fGhqqqtIuX76sqmp+//13+fHHHwWQ6tWri8Vikfz58wsgK1euVO/h6ekpiYmJ6dYVEZk6daoA0rhxYxERNZZSpUqJiMi1a9cEEAcHB7l165aIiLRq1UoA+eijj0RE5OzZs+o7GxkZaUzKd98Zk1G79vPdGBrNS4iu8HnJsOnPM313rsREePNNY3nixCd3mdC8NFgtEZ7aepmCOnUgZ06IjDTcqzUajUbz1Enb3dTdPQiAOnXqKJPmlJQUwOjYZTNjdnd3x2w2U716ddZYG0d06tRJefaUKFGCK1eu4OPjQ0pKCjExMRQpUoRbt24RHR1N0aJFSUlJ4dKlS/j6+lK3bl2WLFkCwIQJE1S3rddff51169Zx/vx5smfPztChQ5k0aRIAw4YNw2KxMGPGDMDoxLVv3z5WrFiByWTi008/JSQkhOXLl2MymQwPn2vXwNr1iy+/BBeXZzm1mufAo3FRQeA7YLj1fiDgR2LifQoXLgzAqlWrVLeuffv2UbFiRSwWC9evXydPnjzcv3+fqKgoAgICiI+P5+jRo9StWxdIX8kTHBxM27Zt1fvcvn07na9PtWrVyJMnD/fu3WPr1q2qOmjfvn3cvHlTVQBt27aNyMjIdO3Yz549S0BAANWqVUNEVBWdzbfHVtFTvHhxypYtS2pqKittJ0K2Cuk9e+wscNRoni064ZPBxMWBzXDf+tubeZk2zTAU9PeH8eMzejSap0CePE93vUyBkxNYAyemTYOFC+20bZlGo9E8O44fh9BQcHeH06eNhE/BggVJTk4mMDBQybn8/f1JSkqiVKlSqsNRw4YNOXLkCC4uLiQmJmI2m6lduzZr164FjLbsNoPmYcOGqfbro0aNUsa4w4YNY+bMmVgsFpo3b86dO3c4fPgw7u7ujBw5kk8++QQwpF27d+9m//79ZMmShTfffJNPPvmEpKQkateuTdOmTXnrrbcA6NevHyVKlGC8NUbq378/pUuXNhpdJCYanYwy/dVB++DRuMgBGA2Mst7fARhte2/dukWWLFm4evUq5cqVAwwply1ps3r1arX8sMTrcbKujRs34u3tzSuvvKJeY0v4rFy5EovFki4B5O/vn07GVbRoUcqWLYvZbGb16tXp2rHbzJ0flnW1a9cOR0dHjh8/zsWLF9Oto2RdAQHwyitGNnfKFB0/aTRPi2dfcPR8edlKkoOCjOrFQoVErD5mmZOwsAfOirNnZ/RoNE+J1FSRfPkeb9psM24OCDDWsyvef//RyciXz84crDWaf4+X7bidWXnZtsMHHxg/rU2bPpCPNGvWTADp06ePAOLl5aUMZEeMGKFMcG1mzp07d1YSrm+++UbJX/78808li1m0aJF6L5vpsouLi5w8eVLc3NwEkG3btqn/88Ybb6jX+Pj4SHR0tFStWlUAGTdunFy8eFGZ4O7YsUPWrl0rWI2cr127pmRh7u7ucuPGDZH9+3Wji0zIv46filslVRMEkEKFCknbtm0FkEmTJimT5IULF6p9JSgoSADx9/dX8kE/Pz85f/68AOLo6Cjh4eFKjrhs2TL5/PPPBZBmzZpJSkqK+Pr6ChgG5WnfIzU19REZ1+TJkwWQdu3aiYjIL7/8IoBUtfpTnDt3Tkm27loNxhs1aiSATJkyRURETp48qfb92NhYY2J699bxk0bzb6AlXS8RtnLkdu2MttaZlg8+MJwVK1WCXr0yejSap4SjI3z/vbH8pP33u++M9eyG5cvBemU3HTduGG1HtRmhRqPR/M/YVCA5cgQDUK1aNbZbZbSJiYmAIefauXMngGpl3apVK5ZaTfUrVKigJFy3b9/GYrHQsGFDVliDs549e/L7778DMGDAAH766ScAevTowaJFi0hMTKRq1ao4OTmxY8cOnJ2deeONN1R1zxtvvMHu3bs5ePAg7u7uTJw4kQ8//JDU1FSaNm1K7dq1efvttwFDBpY7d25V7TNu3Dj88+R50Oiid2/d6CIT8a/jJ6ODS/nyobi6unL58mUqV64MGMbKTZsalT9nz54lf/78xMfHIyJ4eHhw8+ZNPD098fb2JiwsjDt37lC+fHnMZjNr165NJ+uyLW/dupW4uDjaWDvHBAUFUb9+ffUee/fuVTKu7du3ExUVpe5v2LCBuLg42rVrh4ODAwcPHuTatWsUK1ZMSbZWrVoFPNrSvXTp0hQvXpykpCRDYrl8Ofz556OTpeMnjeZ/49nnn54vL9MVqtRUkRw5jOT11q0ZPZpnyN9/izg62qF7r/2wbJlxASbtBRl3dzu8IGO7ZPck92q7LXnSaJ7My3Tczsy8TNvh2rUHP6m1atVXpsmAFC9eXHLmzCmkMW6uWbOm+PkZba5tra3z5s0rnTp1EjDastvMcH/66Sdl7GyrmjCZTOnasu/fv1+1ZV+6dKm0bNlSABk0aJAsX75cVQRFRkYqo9yJEyfK6dOn1XscOHBAmd16eXlJRESETJ8+XQDJmTOnUfGwZInxQbNk0Y0uMimPi5+yZt0ugGTPnl3tW2+//bY4ODioajQwDL9Hjhyp9vXOnTsLIO+++650795dAJkwYYJMmjRJAOnYsaPs3LlTAMmWLZskJydLiRIlVLVQcHCwAFKgQAGxWCzqOzV27FgRESlTpowAMnfuXLFYLKpaaOnSpSIiUrduXQHk+++/FxGRDz74QABp27atiIjcvHlTfYbQ0FAREXn77beNartOndREXNfxk0bz/6IrfF4S9u6FiAjIlu1BJ8JMyfjxhv62fXuwtnbUZC46doQrV2DbNrB2ncXFxQ58qR5m1y64fv3Jz4sYphO7dj2/MWk0Gk0mw1owQNWq4ezda1TwhIeHA1ClShXCw8PJkSMHBw4cAIxKnrCwMHLmzMmxY8cAoy27rZKnUKFC3Llzh9y5c3P16lXMZjP16tVj/fr1ALRt25Zly5ZhsVho1qwZISEhREVFUaxYMQoWLMjatWsxmUxMmDCBjz76CDD8fnbt2sXhw4fJmjUrEyZMYPLkycofpXz58rz//vsAvPnmmzg7O/Phhx8C8MEHH+Dp4mI0uADd6CITkzZ+6tfPeKxcuVpky5aNu3fvUqpUKcAwSLZ57pjNZhwcHDh8+DA1atQADENnW4XOk7x71q9fT8WKFcmRIwdRUVHs2rUrXcVP06ZNcXd35+rVqxw7dixde3YRUfeXL1+Og4PDIxU7T7q/YcMG7t27R548eahZs2a6dWw+PqtXr+aj69cpi2FXHffwROn4SaP5r9EJnwzEJudq2RKcnTN2LM+MDRtg3TrjA06dmtGj0TxDHB2NfN7770P27BAdbTRasCt02zKNRqN55tjipwIFVmGxWChXrhw7duwAID4+HjCMmU+cOIGzszPXrYn4tm3bsmnTJgBcXFxITU3llVdeUV28+vbtqyRcffr0Ye7cuYAh5/rjjz8AGD16tDJuHj9+PFOtsc2rr77KmTNnOHbsGB4eHowePZrJ1isgr7/+OqGhoSxZsgQHBwc++ugjfvnlFy5fvkzu3LkZPXo0X375JeHh4RQvXpxBgwalb3QxYcIznU9NxmKLnz74wLi/f78TDRu2BCAuLs762H4aNmwIGLIqW6Ln7t27eHl5cefOHXLlyoWjoyOnTp0iMDAQZ2dnzp8/j5ubm5J+bdu2TRk8p5V12ZKWzZo1A4wkT/PmzXFzc+Py5cucOHEiXQInPj5eJYBWr15NcnKyur9r1y7CwsIoU6YMRYsWJSkpSX3H0po5x8TEcOTIEVxdXUlMSmIycApIAQ4/abJ0/KTR/MfohE8GkunbsaemwrhxxvLIkVCsWMaOR/NccHQ0kpjwYB+3G3TbMo1Go3mmxMQY1RAAYWFGlYDNB6Ro0aJssz7p5OQEQOPGjVWljqurKyJC3bp1VTeh1q1bs23bNkwmE3ny5CEsLIy8efNy69YtEhISqFChAidPniQuLo5y5coRHh5OaGgouXLlokaNGqot+5tvvsnHH38MwIgRI9i1a5dK/owfP15V83Tr1o1ChQqpdSdNmkRMTAxfW9uuf/HFFzhHR4P1eT77DLJmfYYzqnlRyJ8fypcHiwVy5TKSMlu3bqVKlSqICG5ubgBs3ryZFi1aAEaipqU16Nq+fbtqw75161bVOevhzl1pq3qqVKmSrgW7LWkTHBxM1qxZlV9QcHAw5cuXp2DBgiQkJLBhwwaqV69O7ty5iY2NZevWreTPn58qVapgsVhYuXIlDg4Oj3Tisr3/zp07yZ07N4MHDyYpKQmA3MBvwG2g7pMmScdPGs1/jE74ZBBnzsC5c0bhizWZnvn44w/4+2/w9TXKPjR2g7WqWJXd2w116kC+fE92sHZwMNqO1qnzfMel0Wg0mYQNGyAlBYoWjWXvXqNaJyoqCoCKFSsSExNDnjx52L17NwB58+YlOTmZsmXLqsRPzZo1uXDhAp6entyyVgy0bt2aBQsWADBo0CBmzpwJGMmb6dOnA0aL9S+//BIwKn2+++47RIQ2bdpw69YtZc48ZswYPrCWa4wePZpz586xZs0aHB0d+fDDD/n2228JCwujSJEiDBw4kEmTJpGQkEDNmjWNk/EPP9SNLuwUW/x0/XoznJycOHv2LLVq1QLg0KFDFC5cmKSkJHx8fAAjsdOkSRMgvZTr4eW0bdcbNGiAu7s7oaGhHD9+PF0CqHXr1jg6OnLy5EkuXryYTtbl4OCQ7r7JZFKv/f9kXatWreLw4cMULFiQypUrIyIkJiZSqlQphgwZAkCigwO9gWyPmxgdP2k0/zU64ZNB2CofGjYEL6+MHcszITb2QZJn8mTDqEhjNzRrZiQzz5+Hs2czejTPkX/VdsN23+7almk0Gs3TwybnKllyLcnJyRQtWpQ9Vv3wvXv3AKhduzbXrl3D09OTEydOAFCrVi0uXbqEp6cnFy9eBKBLly4qydOwYUP279+Ps7MzefLk4fr16/j5+eHg4MDNmzfx9/fHx8eHU6dO4enpSevWrZXk6+2331bePcOGDWPPnj2cOHECLy8vxo4dy7vvvgsYkjEfHx+VNPrkk084e/Yss2bNAuDLL7/E4cwZsHYD4+uvwaRDdXvClvDZutWbOnXqAeBojRk2bdqkqnkOHz5MsWLFSE5OxtHREScnJ/755x/KlSsHGLKq2laD0H379lG0aFF8fHwIDw/n2LFjNG/eHEgv61qxYgVeXl7Ut/ptBgUF0aZNGxwdHTl+/DiXL19Ol8BJSUlR91esWIHZbFb3N2/ezO3btzlz5gwuLi4kJCQwbNgw4EGVT926dTl16hQzZswgZ86cRIuwE3T8pNE8ZfRR5DljNsP27fDbb8b91q0zdDjPji++gLAwKF4crD/wGvvBy+uBP7fdVfl07AhLlz5qsOnlZTxuDYY0Go1G8+9jNsPmzRAcbNy/f9+QZJUqVYrExESKFCmiWrCnpKQA0KRJEw4cOICjoyMREREAtG/fXpk1582bl+joaAoVKsSRI0cA6Nq1K7NnzwZgyJAh/PDDD4Dhw2Pz7hkyZAi//fYbqampNGzYkPj4ePbu3Yubmxtjx45V1T1jxozh6NGjbNu2DRcXFyZNmsTnn3/OvXv3qFixIl27duWtt97CYrHQqVMnw9B2wgTd6MKOqVIFcueG+/ehRAlD1nXo0CECAgJISEggj1XStGbNGmXSvGXLFurVM5JDR44coVy5clgsFo4cOUK1atUAw7C5tfWk42FZl60F+507d9i/f386WVf27NmVTCwoKIgaNWrg5+dHdHQ027dvp379+vj4+BAWFkZISAiBgYEUKVKElJQUihYtSp8+fUhOTgbg9u3bmM1m9f779u3j/v37ODo6Kl+hoObNH42fsmfX8ZNG8z+gEz7PkeXLoWBBaNDAqHwAQ5ptrXrMPFy9CtagiC+/zMSO1Jp/hd3KuiB9240BA4zHihXTwYpGo9H8F9jipyZNwPBkTmT79jUAxMbGAlC2bFni4+MpWLAg27dvB1CeJw0bNmTNGmP9bNmykZycTKVKlZTEq0ePHixatEitu3fvXpydnSldujQnTpwga9asVKpUiZ07d+Ls7EzPnj359ddfAXjnnXdUdc/gwYPZvXs3p06dwtvbmzFjxqjqniFDhiAizJgxA4DPP/+cHTt2sGbNGpycnPjss89g0yZYswacnHSjCzvFZIJWrYzluDgjkNqzZ4/y0rl8+bKq1ClSpAhgJH9syZyH/Xqe5N3TsmVLJd0KDQ2llfWfpu3qFRISwp07d9LJuBwdHdXzQUFBODs7q8TT8uXLGTJkiKqgi4uLI3/+/PTp0weAhIQEAEqWLKmqk2zfQZVkOnkSuXzZiJ+sUjXatNHxk0bzP6ATPs+J5cuhc+dHOzbfvm08nqmSPm+/DUlJRmbLdtavsTtsm37PHoiMzNixZAi2thuffGKUIx869K9btms0Go3mER4fP21CJA7wZ8+efQDExMQAULlyZaKjo8mTJw+7rC2cCxQoQEJCAiVKlGDjxo0ANG3alIMHD+Li4gJAUlISVapUYcuWLQC89tprSmrVv39/frLKrHr27MmiRYtISEigWrVqODo6snPnTlxcXBg3bpxqrf7GG2+we/du9u/fT5YsWXjnnXf44IMPSE5OpkGDBjRu3JgJ1u5bQ4YMoXiRIrrRhQZ4ED/t2FGIMmXKYDabyZ49O2Akd2yGzVeuXCF79uxERkaqyp/du3erap8NGzYo6dbmzZupWbMmrq6uXLhwgTt37qj10iaDgoKCyJs3L1WrVkVEWLlypXpuz5496RJAwcHBXLt2TcnMgoKCqFChgpKgubq6cvr0aX799VeyZctGREQEISEhODg4pEs+ATRq1AgPDw9u3LjBoaNHjfhp4kRjIlavNqreNBrNf4VO+DwHzGYYPRpEHn3O9tiYMZnkt2zfPli40DjB/frrJ5vXajI9BQtCmTLGfm3txmmf5M4N1vapynxCo9FoNP8vj4+f9gFLrctlSUlJpFChQsrHx5b4qV27NqGhoXh7e3P8+HHAOKk8c+YM7u7u3LhxAzBMZefMmQMYlT6LFy8GoFWrVmzYsAGTyUTbtm3ViemQIUNUlc4777zDJ598AsDAgQMJCQnh9OnT+Pj4MGrUKN577z0ARo0axd27d5Xnz+eff87ixYs5fPgwnp6eTJo0CWbNgpMnDc9D3ejCrmncGNzcjIL5V14xsj+XLl3Cw8ODW7duUaZMGcBoh26r7Dlw4ADly5fHYrEQGhpKvnz5iIuL4+bNmxQtWpTk5GT27NlD48aNgfTePcHBwTRv3hwXFxcuXLjA6dOn01X1BAQEqE5haU2fb926ReHChQkPDydLlixcvXqVChUqcPnyZfLly0dSUhLbt2/H2dlZjdP2PbL97zVr1pCcnIybm5tKZNnWoV494/sQHg4hIc9yyjWaTI1O+DwHdu361xf2RSA01FjvpcRmTLRgwQP5St++ULFiRo5K8wJg17KutFgDJ6xtgDUajUbz//No/HQLqAn8ab1vPJkrVymSk5MJDAxUVT02+UiTJk04ePAgTk5OhIWFAYZ8ZOlSI2lUtmxZQkNDyZ49O7dv3yY1NZU6deqkk5osWrQIEaFt27Zs2bKF2NhYSpcuja+vL1u2bMHZ2Znx48er6p5x48axceNGZdw8ceJE3n33XSwWCx07dqRChQq88847ALzZtSt+q1c/qGaYPNnobqqxW7JmBWtHdZycjEBq06ZNStYVHR2tTJqrVKkCGFU6Nh+cVatWqeV/1ZLd9viePXtISEh4bDLItr/bEkDTpk2jRo0axBvaSsxmMydPnlRj27BhAwEBAen+J5Du/4oIr7zyCrly5SImJkZJMNNWGQGGJYTN7FTHTxrNf41O+DwHrB0/n9p6LxRpjYl69IDTp42qnpo1M3pkmhcAW8Jn/Xqjja7dYkv4bN9up/o2jUaj+c95NC46B/gAtpKfvwE4ftxI8vj7+5OUlESJEiXYtm0bAM5WH8GmTZuyynr1wc/Pj4SEBEqXLq0kXH379uU3a0eNPn36MH/+fLVsq8wZPXo03377LWB05vr000/Va0NCQjhz5gy+vr4MHz6cyZMnA0by58yZM6xYsQKTycSnn37KjBkzuHLlCv4mE2/8/rtxsSwqyvDusUpzNPaNLX46dqwafn5+xMTEUMwq89u4caPqpHXv3j1cXV25ePGi6tC1YcMGVS2zatUq5bGzZs0amjdvjoODAwcPHsTR0ZFKlSphsVhYvXp1uqqekiVLEhgYSHJyMmvXruWW9ct48uRJjh07pqSQBQsW5JdffknX6QseJG9WrlyJxWKhWbNmuLm5cenSJU6dOpXOqNlW0dOqVSucnZ35559/OGtr8Zr2gtnjpBIajeb/RSd8ngP/7rH7pTvGP8mYSAQGD85kxkSa/4Zq1SBnToiJeYkr2J4GRYpA2bJGNdzq1Rk9Go1Go3kpeDQuqgd0sy77q0cTEgzj5tDQUADKlClDXFwcXl5erFy5EjASP4mJiZQqVUpV77Rv356tW7diMpnw8/Pj7t27FChQgIsXL5KcnEyNGjXYs2cPycnJ1KpVi1OnThEREUGhQoUoVKgQGzZswNHRkQkTJijj5nHjxrFy5UrOnj1L9uzZGT16NG+99X/snXlYVOf5/j8zw74ji8giiIgLKrjhSkRco6ZJbdomado0TfemTZpvurdJmzZdfm3SpFu6t0napG0SE9kFRBRX3BVRcUNUFFzY11nO7493zsvMAGYRZXs/18XFzDlnhjOHgXnOfZ77fr4NwMMPP8zo0aP5iV0M+rHNho/jy7NY4L77VP2kkI0tZWUmMjJEoHJ9fT1Go5FDhw7JkesbN25kqb0d6OTJk9LKZbFY8Pf35/Lly7i5uREaGkp9fT2VlZXMt9vMHfN53nnnHe666y4MBgP79u3j/PnzTuvOnj0r9+2BBx7gxIkTuLu7U1VVxYkTJ1i7di1Go5GDBw9y7tw5Fi9e7DT5y9fXV3YQ6aKQLjBt2LABm81GYGAgS5YskT8TgBUrhL+tqgoOH+7346xQjASU4HMbSEuD6Oi+42wMBoiJEdsNGW4UTKQzbIKJFB8Uk6l72sSIt3XZCyfVlqxQKBTvjZ71kw3ItN+OBcDDYyEAQUFBnDp1CoPBQHV1NSAmeLW2tgLdJ5kVFRUcO3YMLy8vLl++DMCcOXNkt05YWJgcvz5q1CjZ0fPEE0/wy1/+EoCUlBQ++9nPAjBjxgyeeuopKisr8fHxYcWKFdLa9dBDD/H1r3+d0tJSTCYToaGh3P2hD1Hf0kI4MKevF67qpxFPVBTMnCnK7NBQ0QlTWFjIwoXi/W6w/1Fs27aNjIwMQAg4etdMXl6e7PJxHOHuOrlLv11YWIifn58Ug1avXs0Ce7d+bm4u3/nOd+RzGAwG4uLipDizYcMGQkND5b5lZmbi7u7uNPkL6BHUnJGRgZ+fHzU1NezduxfAKRAaEP62lSvFbVU/KRQfCCX43AZMJnjxxd7X6UXMCy+I7YYMwz6YSNFf2GsPMjNHeDeu3pa8caM+V1ihUCgUN0Cvn7o/O/YCFwFfYD8Ao0c3ADB37lwA5s2bR1lZGUajkchI0QUUGhra47mXLFkibVsBAQFyvPvevXvp7OwEugNlY2NjOXfuHBcuXCAgIIC3336bY8eOye3/85//ANDW1saLL75IVVUVERERxMXFyUlfVquVX/ziF5Ru2wZAHVDR24tW9ZPCjm7rqqpajqenJ2fPniU1NRUQuTvTp0/HarVKe9Xu3btJs189zszMfFeRp7i4mLFjxzJu3Dg6Ojp46qmnpFhaXl7O1q1biYiIoLm5mdbWVr71rW8B4u/CbDb3yOnp674u3rh2EHl6esoJX/o2umC1a9cuampqxAFQOYgKxU2hBJ/bxLp1okvXlehoePNNsX5IMayDiRT9yfLl4OEBZ86AvT4emaSkQGwstLeDfSywQqFQKG7MunWOsYC61Wkq0El4+DjOnz+K0WikvLwcEOINwOLFi6mpqcFkMpGUlATAffZCzGAwEBISQkdHB/PmzePMmTMApKWl4enpCUB6erocL/25z31OZvI89NBD8mckJiaSmJgIgJ+fH6tWreL1118H4Fe/+hUbN24EwNfXl49+9KP4+fkBojfpM8C4G71wVT+NeHTBp7jYl/R00cWj2dXPzZs3s9Le+VJaWirHqDc0NEgrV0REBG5ublRUVBAfHy8nabW3tzN58mTMZjMbNmwgLi4OgOeff54L9ou5BoOBBx54QIpGmZmZzJs3j7CwMBoaGigtLZXizM6dO6mtrZUCT0lJCfX19XLyV2VlJcePHyc8PFx2AfUW5gwih2vevHnyZwLC32YyCUuX/W9VoVC8d5TgcxvR7a9PPCEGWm3eLJYNObEHhnEwkaK/8fMDe7fxyLZ1GQzqKpVCoVC8T8xmEFqORni4EHwmTBBTACZOjAZg9uzZXLx4kcDAQHbt2gUgux6WLVvGli1bMBqNNDc3A6LzQJ/Sdccdd3D69GmCgoKYMmUKnZ2dJCcnEx4ejtVqJT09nePHj9Pc3MycOXMIDg6mqamJiIgInn/+eSorKwF44403uHjxIlarlXXr1uHl5UVOTg4Gg4Hs7GxMJhMtLS2MHT2aA8DfgNQbvXBVP414Zs6EyEjRFJyQ0C2uJCYmYjabCQ4OBiA/P192yuTm5kor1+bNm1m8eDEggp71SVqOXT5f+cpXZMC5wWDgqaeeYsKECWiaRmVlpdwuMzMTo9Eox6tnZmYSHR3NrFmz0DSN7OxsEhISSEpKwmq1kpubS0BAgLSb9WXrWr16dY+g5h7TukJC4I47sD+wX46tQjGSUILPbaKuDnbvFrefeALuvx/S04eYjcuRtDQICup7/ZAMJlLcKtR4dju64JOVNcLHlikUCsV7Y9s2aGqC4OAK6upO2oNijwDIzhyjUZSzM2fOpLGxkdjYWDnqWc86WblyJbm5uYDoxuno6GDu3LlS+PnsZz/L3//+dwA+9alP8b///Q+j0cgnP/lJ/vWvf2EwGPjGN77Bz3/+cwB++ctf8vjjjwOiA2jr1q0cOXKEsLAwnn76aT7/+c8D8K1vfYszZ87wn//8B5PJxOtvvEGwr2/fL1jVTwo7BkN3eHNTk7ixa9cuGX5cUVHBmDFjaG5uJiIiAhBZPKtWrQL6tnI5jmc3m83Exsbi4+ODpmksXbqUdfYr0ZmZmWRkZODj48P58+c5ePCg03Nomvauti7X6V36+i1btlBfX+8U1Owa5lxcXExDQwP2heK7umCmULxvlOBzm8jLE7bsGTNEENuQZ/9+sF8p68GQDSZS3Cr0gmXnTrh6dWD3ZUBZuBBCQ8X43a1bB3pvFAqFYtCjDzaMixMnepMmTcJsNhMfH8/Fixfx8/Nj/36R51NXVwfA5MmT6ezsZNq0aRQVFQHg5uaGpmksX75cijypqamcOXOG0aNHc+bMGcxmM8uXL5fZPp/5zGdkaPPnPvc5fv/739PV1cXq1as5ePAgp06dIioqio997GP84he/AOAPf/gDTz75JNevX2fmzJncd999PProowD8+Mc/ZsG5c2APku6Bqp8ULugXzEpKopk5cyaapklLYW5urgxGPnLkCHFxcXR0dODp6YnJZOLo0aMkJycDItxZ75g5cOAA4eHhRERE0NXVxZ/+9Cc+8pGPAGKMu27Vys3Nxc3NTXYGZWZmsmzZMry8vKiqqqK8vNwp9Lm1tVXez8vLo7OzU1rCdu3axaVLl0hISGDq1KlYLBYpwDqOgwdhlZw8ebLTNnLwxfbtUFvbvwdZoRjmKMHnNpGTI77rJ75DmuvX4aMfFRMkUlNFEJEjQzaYSHGrGDsWkpPBZgP9s3tEYjJ1p1irtmSFQqF4V/T6qbFRnAzabDZATNACSEpKoquri8TERI4ePYqbmxuH7eObY2JisFgspKamkpeXJx/X0dFBamqqFH4efPBB1q9fj8FgYOHChezfv5+AgADGjh1LeXk5o0aNYtq0aWzZsgUfHx8+//nPSyHohRde4Ctf+Qo2m40HH3yQCxcuUFhYiLe3N3/729/45Cc/SXt7O8uWLeNba9fCF74gXtBHP6rqJ8W7snQpeHuLHO85c4R4cuzYMUaNGsX169dJSEgAhFCjiyubNm2SVq7XX38df39/NE0jy6HN2lEsys3NdcrqmTt3LmFhYTQ2NlJaWupk6/L19WX58uWA6MiZNm2aFJoKCwuZPXs2Y8aMoaWlheLiYiIjI2Wguv7zXcOcHYOaL9mzq3pM64qJgdmzxdVzPdtHoVC8J5Tgcxvo6hKDeWAYCD42Gzz0EJw7B/Hx4oVVVYlAoiEfTKS4lShblx29Lfmdd0b42DKFQqG4MSdPwokT4OZWxZkz+zEYDBw/fhxAZudcu3YN6J7ENXfuXGpqaggNDWX79u0AjB49GovFwoIFC6RtZPr06Vy6dImxY8fK3J/777+fl156CYDHH39cjmH/3ve+J0Obf/CDH/D9738fm83GAw88wPbt26msrCQyMpIvfvGLfPvb3wbgueee489//jNHjhwhPDycV//4R4wf/7gIZFm2DF5/XdVPinfF21u8XQAMBlFIFRUVSdvWpUuXpOVq6tSpgBBmdIvXH//4R5ldFRUVxVe/+lXAuZMnMzOTFStW4O7uTmVlJadOnXLK6lmzZg0Gg4H9+/dz4cIF+bgNGzZgMBicbFxGo/Fdp3XpNq+8vDw6OjqcRCE9qNl1G0DZuhSKD4gSfG4Duv88PFyI00OaX/5S9Fd7eoqrUEFBomshPX0YBBMpbiW64JOTA6++CiUloklsxLFsmUiyvnAB9u4d6L1RKBSKQYve3RMf/w4ACQkJWK1Wxo0bR1NTE2FhYZw6dQp3d3cOHToEIE9u9Tyf8ePHS1tXREQEHR0dzJkzh/XrRQD0Pffcw/bt2/Hy8iIoKIja2lomTJjAqVOnaG5uJjU1lYMHD3L9+nWSk5NpbW2lvLycsLAwPvaxj/HCCy8Awsr1xS9+kc7OTtauXUtYWJgUj155+WUinnpKjKqMjIR//1vUSqp+UrwHuqd1zSQ4OJLW1lZiYmIBIYjolis9uPzq1asUFxfLx+vdMo2NjTzyyCOACHSeO3eutGedP39eZulkZmY6iUGhoaEssI/K08e9GwwG9u7dy8WLF6Wgk52djdVqdeoIstlsUrzZtGkTzc3NzJo1i6ioKFpbW9m0aRPQM8x59uzZREVF0dLSIreRtq5Nm8SJlUKheE8owec2oPvP16wB41A+4lu2wPe+J27/5jcikEiheI9UV4v3f3s7fOpTsGQJxMXB+vXv+tDhhZcX2CdoqKtUwxyrVSibr78+ghVOheKDo9dPFovzB4W3tzcA0XZL1LRp02htbWXcuHEcPnxY5peAyANpb28nOTlZ5oFMmDCB69evM2nSJDk6/dOf/jR//etfAXj44Yd57bXXMBgMfPrTn+bVV1/tEdr8//7f/3MKbS4pKaG8vJzw8HCefvppPvvZzwLwzW9+k5VVVaKLx2SC//5XXAFUKN4j+rlDZaWB+nqh/vz2t3W4uYmOnHD7+ykrK0tO65o9ezajR48G4CMf+QiRkZG0tLRw6dIlxo8fT1dXF9u3b5cB0I4iT1ZWFsuXL8fT05OzZ89y9OhRJwFo9OjRcnR6VlYWixYtIjg4mKtXr7Jjxw6WLFmCv78/ly5dYu/evUyaNIkJEybQ1dVFfn4+BoOhh8DjKAo1NTX1ug2TJ0NiorBO2C2aimGIqp36naEsPwwZ9IJlSNu5Ll+G++4Tf3Sf/CR87nMDvUeKIcT69fCxjwlHoCMXL8K9945A0UdvS/7Xv9QH2nBl/XqhaC5ZAg88MIIVToXig9HUJK4zQR1nz24D4PTp0wCcPHkSgFOnTgFQX18PIE98U1NTuXjxIiEhIdLWNXbsWDo6Opg9e7a0mqSlpXHixAlCQ0O5cOECXV1dLF26lNdeew1wDm3+4he/yAsvvIDFYuHuu+9mx44dVFVVERcXx5o1a2Snz1/+8he+9rWv0djYyNy5c/nJhz8Mjz0mXtTPfw6LFt26g6YYdqxf71pyC+GlrS0XiyUegD//+c+ACGNeuHAhAFVVVTz88MMA5OTkSItWdna2zOtxzP3JysqS22zfvl3mToEQefSuneLiYpqampwEIHd3dyk0ZWZm4unpKS1n77zzjpN44zq9KzMzE6vVyqRJk5g4cSJms1nmbemdSRs2bMBqtYpQc71++tOfVP00HFG1061BG2Y0NjZqgNbY2DjQu6JpmqadOKFpoGnu7prW1DTQe/MBsVg0bckS8UKSkjStpWWg90gxhLBYNC06Wrx9evsyGDQtJkZsN2J45ZWeByI6WtPeemug90zRH7z1lnhj9/ZmNxjU79mFwfa5PVIZbL+HN94QfzYREX/RAC0mJkYDtLi4OA3Qxo4dqwFaeHi4BmheXl6ap6enBmgTJ07UAG3p0qUaoE2YMEHz8vLSAG3dunUaoKWkpMjHPvrooxqgmUwm7Vvf+pYGaCEhIdr//d//aYAWGRmpPfPMMxqgBQYGav/61780QAO0d955R4uMjNQA7ctf/rL2ne98RwO0gIAA7cyBA5oWFydeyD33aJrNNtCHVTGE6Fk/tWrwTw1M8v0HaEajUQsLC9MA7de//rVmMon1b775pgZoQUFB2vr16+XfzaZNmzRACwsL06qrqzVAMxgM2uXLl7Xk5GQN0F5++WXtT3/6kwZoc+fO1TRN0xITEzVA+9///qdVVFRogObh4aE1NTVp//vf/+Tfms1mk38jU6ZM0TRN07Zt2yb3paurS+vq6tICAwM1QNu+fbumaZr27W9/WwO0++67T9M0Tevq6tKCg4M1QCstLRUH5Wc/U/XTcEXVTu+L9/OZrTp8bjF6d096Ovj7D+iufHCeflqECfr6whtviO8KxXuktFTE1fSFponpE6Wlt2+fBpT160XwuSsjtt1pmGG1iqv5vQVy68sef1xdkVQo3gW9fvL2Fv8TjS6eeE9PTwBpW5kyZQqdnZ0kJiZy4sQJPD09Za5PfHw8HR0dzJw5kxx7MFBSUhJ1dXWMHz+eLaKViE9+8pP84Q9/AOBrX/sav/nNbwD49re/zU9/+lNAjFb/5je/Kbd55ZVXqKmpYdKkSaxatUpavv76l78w7umnRTBzfDz84x/dY9cVivdAz/rpCvBpQP/8EO99TRO2QhDZPHqXz8WLFwkNDaWhoQEfHx+8vLyorq4mMDCQwMBArly5woULF5g9ezaappGTk+Nk69I7fnbv3s3ly5edunocbVobN25k1apVeHh4cPLkSY4fP87q1atxc3OjoqKCU6dOMW/ePMLDw2loaGDr1q24u7vLKWGutq6cnBw6Oztxd3eX+/D222+L+ui73+15oFT9NPRRtdMtRQk+t5ghb+fKy4NnnxW3//IX4Z9VKN4H9gmb/bbdkEZ9oA1/lMKpUNw0ViuIuJ1GLlwQga3V1dWAsKoYDAZp5zpx4gQA58+fB8DHxweAOXPmcPXqVaKjo6WgEx4eTmdnJ/PmzRMnkMDSpUs5cuQIwcHBtLa20tzczJw5cygqKsJsNrNmzRreeOMNOjo6WL58OWVlZdTU1JCYmMikSZNYv3497u7u/Pa3v+Vzn/scmqbxhS98gY+eOyfGR3t6iotlQUG36egphgs966JY4BPAGvv9OCAJTbPhb7+q7DjBKzc3V1qtCgsLpUUrPz+fO+1ZgnoIMzhbvPLz8wkJCWHOnDmAsILptq6cnBysVquTAOTv709GRgYgLFjBwcFyNPyGDRswmUzyuV0FnrfffhtN05gzZw5jxoyhubmZzZs3O23zzjvvoH3ta6p+Gq70UjtdA2r0O6p2uimU4HMLaWjofl+uWXPDTQcn1dXw4IPi9pe/LKZIKBTvkzFj+ne7IY0SA4Y/SuFUKG6aPXvgyhXw8cnFbO4iLCwMTdOIiYkBYNy4cWiaRkJCAl1dXcTFxXHlyhVGjRrFwYMHge68n8TERDo6OkhJSaGwsBCAsLAw2tranKZ1Pfjgg7zxxhsYDAZWrlxJaWkpPj4+zJs3j9LSUnx9fVm3bh3/+te/MBqN/OQnP+Eb3/gGAM888wy//OUvqa2tZerUqfz6Ix+B73xHvJgXX4SZM2/j0VMMF3qvi/4F/Nl+uwwQk7WOHDlCdHQ0bW1thISEAKLbZ/ny5YCzmOOa46MLNwUFBSQlJTFmzBhaWlooKSlxEnXmz59PSEgI9fX1bNu2zUkA0rOt4N3HsW/YsAFN02RX0KlTpzh27JjTSHf9MStXrsTLy4szZ85w+OJFDvV1sFT9NLRxqYl+iehf++m7bKd4byjB5xZSUAAWi2iKGT9+oPfmfdLVJVJ2r18Xs+Sff36g90gxRElLg+jovjvZDQaIiRHbDXuUGDD8UQqnQnHT6N3RISGiC8fd3R2Ajo4OAJrsI5lbWloAMNnHmcfGilHVM2fO5NKlS4SGhrJjxw4AgoKCsFqtLF68WNq64uPjuXr1KpMmTZJjrD/5yU/y+9//HoCvf/3r/OIXvwDgu9/9Lk899RQATz75JM899xytra2yi6GgoABvb2/+87vf4f3QQ6LT4BOfgM9//lYcIsUIoO/6KRKYCWj4+wcAoiNH7+Y5ePCgnMRlNBpxdxfTvCbbu/R3797N7Nmz5TS7gIAAYmJiaGtro6SkpFcxqLCwkM7OTmmxchSArl+/zrZt2+S2rhawHTt2cOXKFZYuXYqPjw/nz5/nwIED+Pv7y64j1zDnDRs2YLPZ8PX1lZ1DdwIpwP4bHTRVPw1NXGqiyQjj4gbAdoPtFO8NJfjcQoa0nesb34Ddu0UL8v/+J1qSFYoPgMkkLnBC36LPCy+I7YY9SgwY/iiFU6G4aUT91E5dnRijXlMjGvuvXLmCp6cnV69exdfXl8uXL+Pj48Pp06edRrFfvXoVgEmTJtHR0cH06dMpKSkBwGazYbPZWLZsGW+99RYAd9xxB0ePHiUkJIT29nbq6+tJTk5mz549tLS0sGDBAvbu3cuVK1eYNm0abm5u7N69m8DAQB5//HF+8IMfAPCbF14g6ZlnxEnnlCnwxz+q3B7FB+bG9ZOwDiQlHSc4OJjr168z3n51OScnR+bjbNq0SYqSe/bsYdasWWiaxvbt21lknxiXnZ3tJOQ4dvVMnTqV2NhYOjo6KCoqkh04mZmZmEwmp8dFRkYyZ84cNE0jKyuL2NhYZsyYgc1mIzs7G29vb6fpXUCP0etLliwhICCAy5cvk5mZybe//W1pybwEeELfXT6g6qehikvttBQhUlwAngdVO90kSvC5RXT7z4eg4PPGG2APKuSVV2DcuIHdH8WQZ906ePNNiIpyXu7jI5avWzcw+3XbUWLA8MexQndF/72PGIVToXj/nD8Phw6BwVBEZ2crgYGBAETZP0AiIiKcvus2r0mTJtHV1cWECROorq4mICCAvXv3AuDl5QWIk8nS0lLc3NywWq1YLBYyMjJ4/fXXAdHdo9u67r77bgoKCvD09OTDH/4wb7/9Nm5ubjzxxBMymPm5557j61//OhaLhY9//OM8cv48FBeL4RZvvgl+frfpqCmGK33VT76+4uSioqKIlStXAlBbW4u3tzfV1dVMnToVcBZ/bjSS3TGsecmSJXh7e3P+/HkOHz7sJAAtX74cT09PTp8+TUVFhZONS9O0Pm1dfd2/6667MBgMlJWVcfHiRTw8PFi6dKn9ta/jF7/4Ba2trfJ17wIe7u1AqfppaOOibnoD+n/PXfo2qnb64Ny6YWEDw2AZK7p9u5gkFxSkaWbzgO7K++PECU3z9xc7/61vDfTeKIYZFoumbd6saU89Jd5iwcEjbBy7pnWPnexr9KQaOzk8eOstTfPwcP79xsSo328vDJbP7ZHOYPk9vPSS+HMJD3/Yaey6n5+fBmju7u5yhLrj/YCAAA3Qxo0bJ0dJA1pSUpIcXT116lQN0O666y4N0Nzc3LQPfehDGqDNnj1bGz9+vAZon/nMZ+Q46O9+97taUFCQBmjf//735fN/4hOf0D760Y/Kn9nw5pvd/9f//e8BPYaK4YdePz30kHiLLVxolX8b3/ve9zRAmzp1qrZ27VoN0J555hnN399fA+RIdjc3N23z5s0aoPn6+mpHjhyRf0O1tbWar6+vBmh79+7V7r77bg3QfvSjH2mFhYXyb9FqtWqrV6/WAO2nP/2p1tzcrHl6emqAVl5eLp/T09NTa25u1g4cOKABmre3t9ba2qpdvXpV/u2eOXNG0zRNW7BggQZof/jDHzRN0+RId0DLyMjQ3nnnHW3RokUaoP1Gr5XU2O7hyVtvaVp0tKaBFmp/D/wjOFjr/M9/BnrPBh1qLPsgQLdzrVoFbm4Duy/vmbY2MdawuRnuuAN+8pOB3iPFMMNkgvR0+MEPIDgY6uth1653fdjwQrU7jQzWrYOkJHH7m9+EzZvh7Fn1+1Uo3gVRP1loackEoK6uDqPRSEtLC/7+/pjNZkaPHo3VaiUmJgaz2UxsbCxNTU1ERERw9uxZvL295Uh2fZz74sWLKS8vx8/PT072uueee8jMzMRgMDB9+nROnz5NVFQUV65cob6+npkzZ7J//34aGhqYPXs21dXVnD17ltjYWObMmcMbb7yBm5sb/3nxRQK/8AVx+vnFL8IDDwzEoVMMY/T66emnxf1du4wsXSoye65fv47JZKK8vJz58+cDItNH7/w5cOAAkydPxmKxcOnSJSIjI2ltbeXChQtMnDgRs9nMli1b5PauHT933HEHAQEB1NXVUVZW5mTr8vPzc8rhSUpKIj4+ns7OTgoKCkhOTiY2Npb29nYKCwsJCQkhzd6Fs2HDBtra2ggLCwOQAep33XWXzOX6wx/+wN13392d7TNtWs/6KSBA1U/DhXXrRK1kNNJuX/RwfT2/r6m54cMUN0YJPreIIZnf8+ijcOQIhIfDf/4zhJQqxVDDzU2IoQD27MyRxbp1UFUlRIAf/lAsc3MbYv8wFO+K3oa+dq2o1FUrskJxQ9raYNMmgFLa2q7h7e0NIE8I9ftdXV0ANDc3A9DeLk4NfH19AZg8eTIdHR1MnjyZI0eO4OHhwcmTJwEh/FRWVjJq1CiZ+XPvvffy6quvAnD//feTlZWFm5sba9euJT8/H09PTx544AFeeeUVjEYjzzzzDN/+9rcB+NmPf0zqT38K166JaVy//vUtPkqKkcy4cSIeymqF0aO7c3oWLFgAiIwqgJ07d5Keng44W7lycnJk7o6rrcvx9po1azAYDDK7ynGMu/5413DmDRs2SDtkX/ehO7fnxRdfJDY2Vi7fvHkzjY2NBAQESFtXZqYQfvXn2HLsGA0HD4r66WG7uWvSJCX2DCcsFsw2G60Oi/TJc4oPhhJ8bgHnzgndxGjsPqkd9PzjH+LLaITXX1ehZ4pbjt1SLsXREYd+ue7734fRo6GpCezBhIphgv1kFH//gd0PhWKIUFwMHR3g7y+u9OvZO9euXQNEt4/JZKK+vh5fX18aGhoIDAykrq4Of39/Tp8+jbu7uxRyzGYzAPPmzePChQtERETIqV0ZGRkcO3aMUaNGUV1djdlsZtWqVbzyyisAfOlLX+J5+4TSb3zjG/z4xz8GxISuX/ziF3R0dLBq1SqeuHxZtKoGBYkuA/s+KxS3Cr1+qqlZjpubG5WVlcybNw+A7du3k5KSgqZpABgMBg4cOCDX5+bmymlejmHNubm5rFixAoPBwP79+zGbzcydO1du55jj4xjO7CgmlZWVcenSJSnOZGdnO41rz87OpqamhmPHjgFQVVXF1atXiYuLk117GzduBHpm/SQkJDBlyhQsFgu5GzeK+sn+N0lZGVy+3M9HWTFgNDfT6LLoJz/5CW+//faA7M5wQAk+twC9Y2HBAhgSguThw/DlL4vbzzwD9vGHCsWtZNUqoS8eOQLV1QO9NwOIyQT2Ygl7YaMYJijBR6F4X4gLABqa9g4A9fX1GI1GLBYLwcHBAISHhwMQECDGUfvb/7705RMnTqSzs5OJEydy6tQpfH19pb1rypQp1NfXM3HiRHliuWbNGnbv3o2vry8+Pj7U1dUxefJkDh06REtLCwsXLmTHjh3U19czZ84crl27RkVFBREREbz80Y9i1INGX35ZDblQ3BZ0wWfTpkDS0u4Auq2LmzdvZsWKFQBs3bpVCj2XLl1i1KhRUizVw539/f0JDg7m2rVrnD59WlrCHEWerKws7rzzTjkJ7/Tp004C0JgxY6Q4lJWVxcKFCxk1ahTXr19nx44dpKWlERQUxJUrVxg3bhx/+tOf5Gv50pe+xMmTJ3nooYeAboHHcaR7XV0dgJOVDBDWrjlzhJUyK6s/D7FiIGlupsF+02AfdnHy5EkeeeSRAduloY4SfPoRqxVKSuDPfxb37QL64KapSeT2dHTAnXfCd74z0HukGCGEhIC9DpET7UYs9iKGzExRuCiGPjYbtLSI22pSj0JxQ6xW4dD43/8A9tLScgF3d3cAgoKCAOjo6ADEJCIQJ7Amk4kLFy7g5ubG6dOnMRgM0rrV1tYGwLRp02hsbCQhIUGOd46JiaG5uZkZM2aQZT9RfOCBB1i/fj1Go5FVq1axdetWfHx8SEtLo7i4GB8fHx544AH+9re/YTAY+NfPf074178uXsA3vgH2E1SF4lazYAEEBgoX4dSpQv3Zu3cv48aNo7Ozk9DQUEDk+OjdPHl5efJ2QUGBzN1xXO5o63Icz15UVISHhwd33HGH3E4XXwoLC2lra3MSgNzc3ORksDfffBN3d3d5PywsjLlz5/Lxj38cEF17bm5u8vG5ubmYzWaio6OZOXOm7CKCbsEnLy9P2jpl/aQumA0fHAQfR+rr69m+ffvt3pthgRJ8+on16yEuDpYsEeNEQUyXs+ePDU40DR55BE6eFKMMX31VtFwoFLcJ/SrViMzxcWTpUhHafP48HDgw0Huj6A/sJ5uA6vBRKG6AXj9lZIggfxCFk5ubsEZdv34dEDk9/v7+2Gw2OZI9MjIS6B7NnpiYSGdnJwkJCZw/f57AwED2798PiI4gq9XKokWLKCoqwmAwEB4eTkNDA8nJyeTl5QHwqU99ipdeegmAxx9/XNq6vve97/G0PTH3u9/4Bkuff15cNFu0CJ599tYeJIXCAXd3sOcr09UlLFlbt25l+fLlAFRWVhIWFkZTUxNj7BENRUVFcv2Nsnt04aW4uJixY8fKAObCwkInUWfq1KnExcXR0dFBYWGhFGOKiopoaWlh0aJFAPz+97/n6tWrcr2Xlxc7d+7kySefBIQo1dHRwbx58wgLC6OhoYFt27YBPTt65syZw5gxY2hqaqKkpAT7Rth/cPdFFsXQpqVFCj6ay0XQz33uc1xW9r33jTq77wfWrxdNMhcuOC+vqxPLB5Xoo7chvf46fO1rwm/u7i4uqw0J/5liOKFnFG/aBO3tN952WOPt3R34pa5SDQ90O5fRKH6/CoWiBz3rJw1d8Glvb8ZoFEHnup1LL/6vXr0KwAX7A6uqqpy+62HO48aNo6uri+TkZPbv34+7u7u0h9x5551s3LgRo9FIQkICFy5cID4+noqKCjo6OsjIyGDDhg10dXVx19q1bHj1VZqamlg4dSo/rK0VdvjwcPjvf0UdpVDcRvT6adeuRBISEjCbzdLWmJubKztqjh49ytixY+no6MDDwwM3NzeOHz/OlClTAJG7M3PmTLnc3d1dijxFRUVOHT/67a1bt9LQ0OAkAE2ZMkU+7v777+drX/saIEKkf/e737Fy5Urc3d05ffo0lZWVzJw5U04LKykpwWQyyTwh3dalCz4FBQW0tbVhNBrlPujbkJQE48dDZyfYbZqKIY5Lh49u6wI4duwYv/nNb277Lg11lOBzk1it8Nhjvbsw9GWPPy62G3Ac25AeeAB+9zux/JOf7PbWKBS3kWnTIDpaiD36xZoRi36V6p13BnQ3FP2EY36PQ7GiUCgEvddPx4BK9PJU03wAaGhoAKClpQVfX18sFgvh4eFomkZ0dDSapkk7y7hx46itrSU0NJSDBw8CwgoAkJaW1mNC14c//GHeeustAJYuXUpZWRkBAQHExsZy9OhRIoKCiN28mbLjxwkCXisvx+3ll8XuvvYa2LuMFIrbyapV4qPl0CFYvFgIJefOncPX15eamhqSkpIA56lcJSUlciT6nj17mDVrFpqmUVpayuLFiwHniV6OHT/Z2dnExcWRlJSE1WolLy9PCjJZWVlcv35dTlLKzs6ms7NTCrVeXl4EBASwZMkSQAhEjuKN6ySuzMxMNE1j+vTpcqR7UVERgJPIpGmaOAjK1jW8cBF8dHuvh4cHAH/729+kqK94byjB5yYpLe3Z2eOIpgmXRmnp7dunXumrDQnEdK5B1YakGCkYDGpal2TNGhHgfPgwnD070HujuFlUfo9CcUN61k+dwLftt4WdS9NEl4+mafLkUb/aq4tAly5dAuDixYtAt7gzatQoAGbOnEl1dTWhoaHs2bMHgLlz53Lu3DkiIyOl5evee+/ln//8JyBsA//4xz8AeLShgd+1igHBfwfGOu5yo+ssGYXi9hAWBvacZPz9RSHlmM1TX1+Pu7s7lZWVzJgxA3CeyuUq7PQl8ixYsIDAwECuXLlCWVmZk+CSlpYm1yUkJMi/Lzc3N/Ly8njWbnXUBR3Hx7re1zSNZcuW4eXlxdmzZykvL8dgMPR4zNKlS/H19eXChQvyb1cKPtnZYLH0zwFWDBwOli4Ak0l0euq5TXV1ddx33320trb2fKyiV5Tgc5PY64x+2+6WcKM2JJ1B04akGGk45viM6LzikBCRBQEivFkxtFETuhSKG9KzLioC9Ek7bYAQdkwmcXVXF3JaWlrw8/Ojq6uL8PBwrFYr0dHRdHV1MXbsWBoaGhg9ejSVlZV4eHjIEOeEhASam5uZOnUqhYWFgMgEOXv2LFFRUVRWVmI2m1m+fDmvvvoqAPd5e/O8fY8eAJY67q7BoGonxYCi10+nTt2Bn58ftbW1TJ06FRBZOnrXzvXr1/Hx8eHixYuMHz8egC1btpCeng6I4GV9sldpaSnTpk2TQs6BAwdkqLNjkHNubi6apsl1sbGxJCUlyQ48f39/KSLt2rWLuro6eX/Hjh1cuXKFjIwMfH19uXjxIvv378fX11fmDLl2/WRlZWG1WvHy8mKlPcBI2rr0scj19YPgCrvipnHp8HHM8dGn0eXm5uLm5nZ792sIowSfm8SehdZv290ShkwbkmIkkpEBnp5w7hxUVAz03gww99wjvqu25KGPEnwUihvSsy6qdbkvinyzuUMu0Sd2mc1moDvLp6amxum7foIwceJEmpub8fb2ZteuXQCcOnUKi8WCp6enPGGcNGkShw8fxsfHh8LCQpnz85/2dq7bf/ZrgNNASVU7KQYYXfApLvZg6VIh2LTbAxH37NkjBZ+NGzdKIeXw4cNMnDgRi8XC5cuXiYqKorW1lXPnzjFlyhQsFgubNm3izjvvBJyze7KyspgzZw6BgYE0Nzfz8ssvSwGos7OTQ4cOOdmyHCdt5eTkMHbsWFJSUrDZbOTm5jqJN65dP/rf5h133EFgYCB1dXXs3r0b6BaBpODj5gb2fVT10zDARfCxOHRt6bbB0aNH4+npeXv3awijBJ+bJC1NZJD0FdFgMIgBWHbL7MBgDzF8Vwa0DUkxUvH1FaIPqGldsi1561a4fv3G2yoGN8rSpVDckJ71k16DmBy2ci6uGhoaMJlMdHZ2AiIQ1vG7fmJQV1eHl5cXR44cAbpPgqF7vLv+HD4+PmzatAnoFpJc8QGCXPZMomonxQCRkiIipNraID6+e1qXns2jZ55s3bqVpUtFf5qjlcsx3+dGk7tWrVqFm5sbR48eZf78+TTarYy/+tWv5Lrjx49TVVUlBZusLNGt52rJcnze3tavXbsWg8HAnj17qKmpwd3dXXYR6QLPmjVrMJlMHD58mLO6Bd4xx2dEt4sPA1wsXY6CT2BgIABRUVFMnjyZ6dOny//pir5Rgs9NYjKJ8eu9oRcxL7wgtrvtaJr4x/ftb7/7tjDAbUiKkYwaz25n3DiRZG21qoMx1FEdPgrFDdHrp+5zs//Yv1sBvVVfky38evu+Lu5Ad56Pvo3+3WAw9DgJ0HMgHG0ARqORtrY2eWJsNpvlbYAHgTqgFagHPtrbC1G1k2KAcMxBbGgQHTl79+6VnT1lZWVMmjRJdrTpyxYsWAAIW4wupmRlZUnxJzc3l2XLlmEymTh69Cjl5eWys2LPnj3yb6Sjo4PAwEAZBO0oDh07doxTp05JQaegoICOjg55Xx/Hvnr1aoxGIwcPHqS6upqIiAjm2sOJdFHIdTx7SEiIHPuuL2P5cvDyEhe57UKvYoji0uED3f/bvbxEvpu/vz/Hjx/nyJEj/O1vf7u9+zcEUYJPP7BuHTz6aM/l0dFi6vm6dbd/nzh1SnwK3HMP1NbeWHEaFG1IipGMXrBs3y4s2CMaNW1ieKAEH4XiXVm3DsT5X7n9S+/oscgC37F7x93dHU3TpNCjW7dsNhsGg0F+11yu8BuNRqxWK+7u7lgsFin+2Gw23Nzc6Orqkj+vq6uLWHd38oFXgbC+dl7VTopBgF4/lZREMGfOHAB8fX0BIbLo1qzt27cze/ZsQFghg4KCuHbtGn5+fnh7e3P+/Hl8fHwIDQ2loaGBiooKKeRkZGRQWysslxERERw+fBhPT0+qq6s5evSoU9dOYGCgFJyysrJISUkhOjqatrY2iouLe4xjDwsLkwJUX10/q1atwt3dnePHj1NZWQn0Yuvy9RWij1jYn4dYcbtpbsY1Dl9/T+uCfUBAgFz3+OOPyy5NRe8owaefsNu9+cQnxJTOzZvFoJ3bLva0tcFTT0FSEuTlgbs7fOc78Morojhx9Z4NeBuSQgFxcTBlimhs2bhxoPdmgNFzfPLzQbWpDl2U4KNQvCdEpvJ/7fe6hRpdvHHEbDZjMpmcRB8dXeRxFXv05zIajZjNZtzc3LBarfLxFosFNzc3sY3BwNeBcrOZlUFB8LnPqdpJMahZuhQ8PMQ5R2qqUH+OHDnC6NGjaW5uJjo6GhBdO2vs6lBeXp4Ughwnezlu42jrslgszJs3DxBiUUREhLSIOW63detWGhsbncatGwwGp/vvNo7d8f6mTZtoaWkhMDBQBkzrAo++zdatW7muW+D1+umdd27iiCoGnF46fPSuMqs9JF8X7aOiorBYLCxbtkyG8St6ogSffsBi6T5J/fKX4f77IT39NtcAun1ryhT48Y+hqwtWrBBtjT/9KTzwgGg3iopyftyAtiEpFN0oW5edmTPF32VrKxQXD/TeKD4oKsNHoXhXzp6FY8c0uu1czvQm7FitVoxGY6/Czo1w7BRyFY0sFgvTjUZ2aRrPA36f+QxUVsKf/6xqJ8Wgxs9PnHMAuLkJS1ZRURGrVq0CoKqqiqCgIK5evUpcXBwgRB59vWtez9ixY3ssNxqN5OfnS3vYxo0bnR6TkJAg1+Xn58t1paWl1NfXO+X6aJrWYxy7fn/z5s00NjYyefJkxo8fT2dnJwUFBUBPUSg+Pp6pU6ditVrJzbXHqa9dK8TY/ftFoLpiaOKS4QPdli49j03P9dHfxwBf+cpXZJC/whkl+PQDO3dCQwOMGgV22+nt5fRp8U/unnvEqKOYGFGI5OfDxInd261bJ7ytmzcPcBuSQtETu3WcvLwRPuXWYNA9DqoteSijOnwUindFnKcdAE71WOdo23IUfRytW309xvW7K3qHj6ZpeBoM/BTYa7MxZ8YM2LED/vY3CLObuVTtpBjk6PXTgQMziIiIoKWlhdjYWEB07ejdPJWVldJO5ePjg8lkoqKigmnTpgEi3+fHP/4xACdPnkTTNCZOnIjNZqOgoMBJ5NHzfvSR646iTnx8PElJSVitVvLz80lPT8fX15eamhr2799PRkaGHBN/4MABEhMTmThxImazmY0bN2IwGHoIPPrz6yPdoRdbV3i4GNEuHtj/B1pxe+ilw0fv7Gm211Yt9otqeoiz0Wjk5MmTzJ49W05zU3SjBJ9+QO9IWLXqNnf1tLfD008L+1Zubrd969gx+MhHeh8dZjKJSwED0oakUPTNggUQFATXrkFZ2UDvzQCj5/hkZoJDQKliCKEEH4XiXRH1U9/dPX3d7i2nR1/W23d9vevzLwYOaxrfCQrC/fe/hz17YP78njujaifFIKY7B9HI8uXizpUrV/Dw8OD06dPMnDkTEFO5dMvWli1bZPDxt771Lfn3YTKZZJdPdna2FHYcp3vl5uYSERHBjBkz0DSN3Nxcp3UWi8XJtuU6fv1G49hd72dnZ2OxWIiJiWHGjBnYbDays7OBbsEnPz9fTt1TOYhDH0tTEy0uy/Tf77Vr15y+650/KSkpeHh4cO7cOd56663btq9DBSX49AN6J6H+D/eWo2niRHDKFHjmGejsFEFlun3LHmylUAwl3NzA/vmP/bN85JKeLoSCy5fhJz+BkpIR3vY0BFGWLoXihrS1QXGxje78nvdOb3Yu1wyfvr4DBAJ/BoqBxIcfhhMnhCdfCTmKIUh8PEyaJMqE8HBxMlJQUCDDkzs6OjAajRw+fFhm8WRlZeFn/3zaunWr/PtYsmQJTz75JOAs+OTm5pKamkpwcDDXr19n165dTh0/8+fPJyQkhPr6erZv3y4Fm7y8PMxm87uOa9fv5+TkYDabWbhwIaNGjeLatWvs3LkT6NnRM2vWLCIjI2lpaaFYt8Drgs+mTfDXv6r6aQjS2NTUY1lbWxsgrFwGg4Gamhqg2+I1bdo0EhISAEhNTX3flt/hjhJ8bpLqaqGzGI3dJ6u3lNOn4a67xD+0qirhI3/jDREi5GjfUiiGICrHx052tggHA9HFt2SJSLZev35Ad0vxPlAdPgrFDSkuhs7OXUD1bf25HwGOAZ9LScG4Ywf8/e/CCqJQDGH0+qmmZhnu7u6cPn1aTu0qLi5m4cKFgLDEeHl5ce7cOXIciq3nn38egJ07d8oQ59LSUpKSkmQG0L59+5zGuOuCT0FBARaLxWldamoqYWFhNDY2UlpayurVqzEYDBw4cIDz58+zZs0ap/vz58+XE8K2b9+Om5ub7EZyDWouKCigvb0do9EohSJp6yovF1cQbTYRuq7qpyFHg14/OaBpmuzmiYiIkB0+9fbRvvHx8VIEio+PJyQkhMTERC5evHib9npwowSfm0Tv7pk3D0JCbuEPcrRv5eQI+9a3vw3Hj8O99/Zu31Iohhh69tqhQ/C7343QCzPr14u/aftVC8nFi2K5KlqGBkrwUShuiKif3n93zwclEngbeDMwkDG/+x3s3du7fUuhGILogk9urj8TJ6YDYLUKS3hpaamcqlVQUEBGRgYgbDDhdrEzJiaGMWPG0Nrayvnz55kyZQoWi4Xi4uI+A55nzpwpM4NKSkqc1plMJqeJX67j113vm0wm2U2kizeOYo6maSQnJzN27Fja29spKioCukWgrKwsbG++Keok/YKZjqqfhhQNra3yti7yAAQFBQEQZs9XCwoK4sKFCwCEh4fT0NCAwWDAYDBQX1/PyZMn+chHPiLFoZGMEnxuEl0cv6V2rqwsIfTo9q1ly0Rb0c9+puxbimFFaakYLwrw1a+OwAszVis89piwbbqiL3v88RGogg0xrFaorRW3T51Svy+FwgVNg+xsK7dL8PkiUAHc8/DDYvrWV76i7FuKYcWVK+Lab2MjlJeLk5IXXthNdPRkLBYLr732GiAmeC1fvhwAPz8/7r//fsB5JHtf2T3Z2dmsXLkSNzc3jh07xtmzZ+V2WVlZrFy5End3dyorK6msrOxzGte72bp0gWflypV4eHhw6tQpjh8/jsFg6NHRs2TJEvz8/KipqWHfV74ia6UOx4Oj6qehQ1sbDQ6CnWP2mq/9nNfffiEtLi6OU6dE4L8uDI0dO5YzZ84AIo9q9+7dJCUlsX7EnEj0jhJ8boKODmERhVsk+Jw5I+xbH/qQmAih27cKCpR9SzHs0Btburqcl4+oCzOlpWC/WtErmiZGjZaW3r59Urw/1q8XKqU+Evbxx0eYaqlQvDtHj8L581uB2lv6cyYCW4GXUlII3L5d2bcUw5L16+G++xyvFQkRprNzKxcuCOmjsrISgK6uLgICAgAx8eqOO+4AhOCjW7Kys7Ol+JObm8vy5csxmUyUl5fT0NBAWlqa3M6xq8ff31/mBmVlZbF8+XI8PDw4c+YMx44dk9sWFxfT3Nws72/evJnm5maWL1+Op6cnZ8+epaKiAn9/f9mNpItCTh09Nhuenp6yA2lDXZ08Jm5Ao+NBUvXT4Gf9epgwwWlCl9VBoPOwXxHWv8fExPTI8pk4cSIVFRUArF27llGjRlFbW8t9993Hrl27bv1rGKQowecmKCkRrouoKJg+vR+fuL0dfvhDEcqcnS3sW9/6lpi+pexbimGIamyxc+lS/26nuL3oqqWraDeiVEuF4t250XSu/sAN+D5wMCCAtN/+Vkzf0sc1KxTDiN7rp0uAL2AFzgLg6enJgw8+CIjx69OmTcNms9HS0oKfnx+1tbWMGjVKCi5BQUEyoLmyslJmALmKPMuWLcPLy4vq6mrKy8udunb8/PyklSwzM5NJkyaRkJBAV1cXBQUFPe67bg/0GM++ePFiAgMDqaurk+O3daHq14DZfgTcAI/eDpiqnwYnev1UU9NjJLsrNvv02uDgYEBYu/SsnsTERCn4LFiwQHawmc1m0tPT+fvf/35Ldn+wowSfm0C3c61e3Y8aTHa2sG/96Efd9q3Dh+HnP1fTXhTDFtXYYmfMmP7dTnH7UKqlQvGeyc42c6vsXHOB/cCPP/1pvCor4dFHRYirQjEM6Vk/1QJLAD0HZRzgR2dnp9N4dl0kyc/PlyPSi4uLWbJkCQAbN2506vhxtG7pgs+WLVswm81SpHFct337dq5fv+4kDjlaslzv9yXw6D93586d1NbW4u7uzp133gnAW2+9xe9//3u+973vAdAGvOhwJLx7O2Cqfhp8uNRPDS6rdeGuyz6avaNDdK3pnT7jx4+XHWwTJ07k2LFjAEyZMoVz584BMH36dDo7O3nkkUfk+2ckoQSfD4im9XN+z5kzwrp1113CvhUVBf/7n7BvTZrUDz9AoRi8qMYWO2lpwrrZl4JsMEBMjNhOMbhQqqVC8Z6or4cdOzbhYri4aXwQJ3vbp09n2rZt8I9/wOjR/fozFIrBRs+6aDTwCKCfnLQCwvJUW1uLt7c3Fy5cYJL93CI/P19aonJycpyye3oTeUpKShg9ejQTJ07EYrFQUFDgJOrExcUxdepUrFYreXl5ct3OnTu5cuWKUx6Q1Wp1GsdusVjkz9y9ezeXL18mOjqaWbNmoWmanCqmC1Evvvgijz76KJcuXcLTfvJv6+tAqfpp8OJSPzW4rHa3f29pFJ8ZDQ1iC93u5Sj4jB8/nuPHjwNC8Dly5Agg3ivz5s0DRPbPSEMJPh+QEyeELuPhAXZh+4PR3i66eaZMEeHMbm7wzW+K6Vsf/aiybylGBKqxxY7JBC/ar0/19bf/wgsqbHQwolRLheI9UVAANttr/fqcdwIV/v587be/xbRvH9jtJwrFcKf3uuglYD3gD9QBUwAxoUsfuX7hwgVGjRpFfX29nHq0b98+Zs+eDYgOndTUVEwmE0ePHsXDw4Px48fT1dVFUVGRk8jjKNLU1dU5rYuOjmbGjBlSsFm4cCHBwcFcu3aNnTt39rgfGRnJnDlz0DSN7OxsoLvrZ8OGDVy5coXvfve7AFgsFiIiIvj973/PT559FoA8UPXTUMOlLmpwWa3/NhtbWgAhXAK02qd5jRs3ToY3+/j40NnZibe3N8HBwbLDJzk5WYY9z5gxg+PHj7N8+XIeeuih/n89gxAl+HxA9O6exYtvwmmVkwNTp4q8ns5OoRwdPgy/+IWybylGFKqxxYF16+DNN0WXnyMGA/z732K9YvChVEuF4j2RmdkBvNkvzxUMvAbkfOpTxJ48qexbihFH7/WTAWGEWQGAn18bBoOBAwcOyCyevLw8aW3ZuXMnqampABw5ckR26OzevZtFixYBIrzZUcjRb+fm5hIREcHMmTOlqKOvy8/Px2w2Oz3O3d1dduhkZWXh5uYmA6Jdp3W53i8sLMTX15eJEyfi6ekJwOOPP86Xv/xl1tlro1Kjkeuun7Pu7qKuUvXT4MTl99Xgslqf2WXTNNzc3GSHz5UrVwCR4WM2m/Hy8qK+vh5wtnZFRUURFBTEgQMHACH47Ny5k6KiIl555RUefPBB+bjhihJ8PiA3Zec6e1bYt9auFVauqCj473+hsBAmT+7X/VQohgKqscWFdeugqgo2bxYiT3i4sATZr04oBiFKtVQo3hWbDbKy8oH2m36uTwKVU6Zwf2kphpdfVvYtxYjkxvWTOEkZPbpECjr6mOudO3fKCV2O9q2+bF2u28ybN0925uzatctJ1ElNTSUsLIzGxkZKS0ulYLNx40Y6Ojr6FHRc7xcUFJCZmcljjz1GdHQ07e3tFBUV8c9//pNn7R09ubm5AMTHxwuhymYj7+c/F/XTn/4kDorZDLNm3dRxVtxCXOqnBpfVHQ639W604OBgqqurge739IQJE3q1c02bNo2amhquXr2K0Whk6tSp7NmzRz723//+N3FxcXz3u9+VXUPDDSX4fACamrpjGN6X4NPRAc8807t962MfU/YtxYimr8YWT88RemHGZIL0dHjgAfH/AWDDhgHdJcUNcKy6XdH/t48o1VKh6MmePdDc/I+beo4oYKOPD6/85jeEHjoE9g4EhWKk0lf95OMjOnhOn94rxZ2dO3cyffp0NE3DZrNJy5Ye6FxYWMjy5csB0QWk5/ts3ryZGTNmEBAQQF1dHQcOHJAdQo4dPwUFBZjNZikOZWZmMnPmTCIjI2ltbaWkpISVK1fi5ubG8ePHOXnyJCtXrsTd3Z3KykpOnDjBtGnTGDNmDJ2dndx9991s2bJFnujrNrF7770XgG3btnH16lXAwfqVlSXqp89/vvv/Q1ZWvx5zRT/iUj8d7GUTXdQJCgoCIDY2Vtq12traADGhyzGw+fDhw4AQfA4eFM86adIkvL29ZbfPj370IxISEmhqauJnP/sZn/jEJ7g0DK33SvD5ABQWgsUCiYmQkPAeH5STI6ZvPf20EH4yMpR9S6FwwbGx5fnnxTKrVQyrG9HYr3aRlSUukSsGJ3rVHRLivDw6eoSqlgqFM2+/3QrkfqDHGoCvAyfuv58VZ87AV7+q7FsKhR3H+umxx8Sy6OgIZtk7W3x8fAAh6OgizpYtW1iwYAEAVVVVUpTp6OiQ+T7Xr1+Xo9O3bNkiJ3q5jmd3FXUc1wHyfmZmJoGBgaSnp8v1AQEBcjrYK6+8wkMPPSRPuo1GI48//ricxJWVlYXNZiM2Npbk5GRsNpvs8tE7g/Lz8+m0T3SS9ZO6YDa40eungIBeg7f1/B1vbzF7LTw8HIvFgpeXl8z0mThxohzJ7trh42jnMpvNUgD6+Mc/zvP6CQciJyoxMZFf/vKXXL9+/Va80gFBCT4fAMdx7O/K2bNw993d9q3ISPjPf6CoSNm3FIpe0Btbvv51mDBBiKtFRQO9VwPM4sUQEAC1tVBWNtB7o7gR69bBc8+J29Oni+r77Fkl9igUwH/+k0l3IsN7JxEoS0jg+dJSfF97Tdm3FIpe0OunH/1IaKGVlTB/vrAiHDlyhDFjxtDa2soYe2ZKfn6+zNPJycmRWTquy/ua3LVy5UpMJhMVFRWcPXvWad3y5cvx8PDgzJkzHDt2zEkA0jStTxvXz3/+c1599VX5moKDg3nuuee46667CAgIoLa2VtpxXJ9j9uzZjBkzhubmZkpKSsQT2Lt+KCkBe/aLYpCybh088kivnxBeXl6AEAAB/OzNEvHx8XJC14QJE2SHz+TJk6XgM336dCnwpKSkUFFRQUdHBwEBASQkJMhOoJUrV0rr4ze/+U2eeeaZW/IyBwIl+LxPbDawC8k3tnN1dMCPfyzsW5mZ4j/vN74h7Fsf/7iybykU7wFdVM39YBeEhw8eHt0HQ12lGvzYJ0kwcaKovpWNS6Hg0iU4d+637+sxJuDHHh6UP/88s48dU/YtheI9EBjY/afi4SFOVhw7e86cOUNISAgNDQ1S/CkuLpYTvLKzs6X445rds2rVKgwGA4cOHaKlpYU0ey6da8ePr68vGRkZ8n5GRoYcCX/w4EG57bZt27h+/bq8b7PZmDdvHjt27CAwMJBr165RVlaGh4eHtJC5ikT5+fl0dHRgNBqdOokAceVw8mRx9TA/v1+Ps+IW0NJCUy+LTfY6ymw2O913HMkeGBhIa2sr7u7ueHl50dDQgMlkYtKkSVLwmTFjBvv27QNg1qxZGI1Gdu/eDcCqVavYsWMHsbGxACxYsACr1cqHPvQhMjMzsQ3hDnsl+LxPDhwQF9n9/G6QvZmbK6ZvPfWUEH6WLIFDh+D//T8VuqpQvA90UTU3V2QWj2j0tmS9iFEMXprs5Yr6f69QSN56qxHY+Z63TwGO3X033z93Dvevf13ZtxSK94FeP5WXzyY8PJzm5mbi4uIA52yeo0ePEhcXR2dnJwaDAU9PT86ePUtcXJzs3omKisLf35/a2lrOnTvH/PnzgZ4iz9KlS/H29ub8+fMcPnzYaZ23tzcrVqyQ9+Pi4hg/fjxWq5W8vDzGjh1LUlISAF/84heZP3++3Me+wp1nzZrlZCNz3UbTC0dl6xoydNTXO4U061itVgCam5sB6OrqAmDs2LFcvHgR6BaDHLN8Jk6cSEdHB6dPnwbEePa9e/cC4v2jaZoUfFJTU2lvb5fBzwsWLOCf//wnWVlZ3H333XzoQx+S49+HGkrweZ/odq5ly0SYrBNVVXDPPeK/7OnT3fatTZtEp49CoXhf3HEH+PqKK8N2cX7kcued4oSnogKG6AfOiEEXfAICBnY/FIpBxF/+8sp72s4d+N2YMezfsoUJ77wDERG3dL8UiuGILvhs2WJk+XLRGXP16lXc3d05deqUzPbJzc2V3TybNm2SWTpbt26V3TuFhYW9Zvc4dv9s2bIFs9nM0qVLASHq6Ot27tzJlStX5OPefvttvvCFL8iT8A12IUYfra7n/rgKPHfeeScmk4ny8nLOnDmDwWCQ2+jPsXTpUnx8fLhw4YLMbZG2rrw8sAsFisFJ/bVrvS5vbxeTHa/Z1zc2NgLd1q7Q0FAuXLgA9Mzv0S1b0dHRhIaGyg6f2bNnc+7cOerq6nBzc2PGjBns2bMHq9VKTEwM0dHRhDhkMubk5DBp0iTmzZtHbm5ut6A4BFCCz/uk13HsHR3wk5+IlsENG8RJ2ZNPKvuWQnGTeHp2Bzbrf3sjlqAgkeUDqstnsKMEH4XCia4uOHz4V++63UKTiepnnuEr1dUY7FOFFArF+2fSJIiLg85OiIoSlvDCwkIW2+uItrY2OaFrzpw5gHOOj+Nt1+we/famTZuIiooiMTERs9lMQUGBU1fP2LFjnYKV9VyggwcP8uc//1nua35+Pl1dXfKxGzdupLOzUwo8R48e5cyZMwQHB8tpY72JQpqm4eXlJcUpaetKTYXwcGhshK1b+/MwK/qZ633kLOmdPbrQowc169wosNnRztXV1cWhQ4cAIfjo3T3Jycl4e3uzfft2AKcwc/3+6tWrsVqt7N69mzVr1nD//ffT0dFbP9Lg47YIPr///e+Ji4vDy8uLuXPnUvYuoaNvvPEGkyZNwsvLi2nTpsn09YHE2mWl9MclxJe9zmJKWLlMtJaRlyfsWz/4gbN965e/VO38CkU/oEfXjHjBB7qvUqm25MHNMBN8rFaRd/n66+K7vbNacYsZDrUTiPrp5c+/A1T3uY0H8K+FC9l24QIRP/iBsm8pFDeJwdB9cbqubgUmk4njx48zb948QIxZ109q6+vrZVdMfHw8ANu3b2eRPQiopKSEO+64A4PBwIEDBwgKCpI2sE2bNjmJPLoYVFZWxuXLl6Ug8+qrr8oOHoCoqChKSkoYPXo0zc3NbN26lVmzZjFmzBhaWlooKSl5V4EHYMmSJfj6+lJTU8P+/fudttG7fjCZwL6P6oLZ4KbeLujomBwyEN3snwujRo2SQoze+ZOYmPiugk9KSgpHjx6ls7OToKAg4uPjpeAzd+5cAHbs2AHAwoULASgtLQXEeyonJ4cvfelLcn9qampoaGjgkUce4b///W+vHT+DpX665YLPf//7X5544gmefvpp9u/fT3JyMitXrqSurq7X7Xfs2MH999/PI488woEDB7jnnnu45557KC8vv9W72ie7vrmeWp840p5awus8QAlL8BgfzfUJc8XZ6OnTMGaM+G0q+5ZC0a/ogs/u3XD16sDuy4Cj+9C3bVMHYzAzjASf9evFVeIlS+CBB8T3uDixXHHrGA61E3TXTztf/nCf2yz28eFKbi6f2LZN2bcUin5Er5+KioKkeGOwuw62bt0qQ5oLCgrk7QMHDpCUlITVauXMmTOMHz+erq4uDh48KMWi3NzcXid35ebmMnr0aCe7mC4Gbdq0iV27duHh4QGIyUmLFy926hzqLXTZVeDR12/ZsoX6+vpeO3rWrFmD0Wjk4MGDVFfbhWbHHJ8hZMUZadTbO3l09KlcgLRXRUVF0d7ejslkkp+JjoJPQkKCzPBxHMmekpLiFNhsMBicBB+bzcbOnSJnbsGCBWiaJgUf3d545swZAJ588kmef/55Nm3axN///neeffZZpk2bxvPPP89Ve30+qOon7RaTmpqqfeUrX5H3rVarFhkZqf3sZz/rdfuPfexj2po1a5yWzZ07V/vCF77wnn5eY2OjBmiNjY0ffKcd2PmNtzQrBs0q/j3IL5v9u9Vo1LQnn9S0pqZ++XkKhaInycniT+/VVwd6TwYB+sF4+eWB3hNFX6Sni9/Rf/4z0HtyU7z1lqYZDE4ffRqIZQaDWN8f9Pfn9nDgdtdOmnZr6yd6+TKB9vbDD2taV1e//DyFQuFMW5umeXuL/9tf//r/0wBt1apV2oQJEzRA+/Wvf60BmpeXl/bb3/5WA7T58+dr3/rWtzRA+8QnPqE99thjGqB95jOf0Z599lkN0O666y5t48aNGqCNGTNG6+jo0IKCgjRA2759u/bDH/5QA7R77rlHs1qt2ujRozVAS0tL0woLC+XPbG1t1d555x0N0OLi4jSbzaZlZWVpgBYTE6PZbDbt1KlT4v+FyaRdv35d0zRNS0pK0gDttdde0zRN015++WUN0JKTk+VrX7RokQZov/3tb8WC1tbug3HgwG3+TSjeKy/7+PT6eQFoCQkJGqDdcccdGqCNGzdOmz17tgZof/3rXzVAMxqN2oEDBzRA8/Pz09rb2zUPDw8N0M6cOaN94Qtf0ADtW9/6ltbV1aV5eXlpgHb8+HHt6NGjGqD5+PhoXV1d2rFjx+R7tbOzU+vq6tJ8fX01QDt06JCmaZr26U9/WgO0xYsXO+1rePg4DTZrYL1l9dP7+cy+pR0+XV1d7Nu3T6rGIJS6ZcuWSQXNlZ07dzptD7By5co+t7+VWLusjH3+MUDr0QplQPxGrxKO9dmfK/uWQnELUePZHVC2rsHPMOjwsVrhscd6vxCqL3v8cWXvuhUM9doJnOunv/ayfiZwigju+uNfwN39Nu+dQjEy8PYG+2R0NE34uzZv3iynZR0+fJjY2Fg6Ojrwt5/H7Nq1S9pZ8vLy5Cj0nJwcmcFTVFREamoqfn5+XLp0ifLycrldVlaW7CbauHGjUzZPcnIyS5culT+zqKiIZcuW4eXlRVVVFUePHnWa9HXo0CHGjx/PlClTsFqt5NvHqrt2/axevRqj0cihQ4c4d+4cAHfbayWZ4+PjA/bXrWxdgxRNo95u0XJE70qzWCwAeHt7A6KT58SJE07bJCQkyClbU6dOpbKykq6uLgIDA4mLi3Oa0HX48GE6OjoICgpiwoQJ0s6VmpqKu7s7W+15T/PmzcPDw4M9e/bQ2tpKSEgIU6dORdM0ioqKAHjiiSf405/+RFRUFAB1dWeBJcB44IfAdf0lAre/frqlgs/Vq1exWq2MHj3aafno0aO5fPlyr4+5fPny+9q+s7OTpqYmp6/+4sgfSom0XujzIBmAcNtljvyhtN9+pkKh6InuQ8/PB/v/+5GL3pa8caPIDVMMPoaB4FNaCvaBF72iaXD+vNhO0b/cjtoJbl/99AWXdf8G9gFxqPpJobjV6BfM9u6dTGxsLJ2dnfJ/hWOQ8s6dO0lJSUHTNK5du0ZwcDDXr1/Hw8MDPz8/amtr6erqIiYmhvb2dnbs2OE0Zl23Zr366qt8/OMfB0S+yubNm50yfgCn+76+vnKyV2ZmptP49r5sXfr93Nxcurq6CA0NlSKVa9ZPSUmJDPpV49kHOe3t1PdylUnP8dGDmjX7NmPGjKG5uRmj0UiDPezZNb/H0c7V1dUlJ3Y5BjanpqZiNBp7BDbrdi49R2rz5s0ApKenYzQaqays5MKFC3h6erJ8+XI+//nPywB0mA34A1XAzxGqAfb9v/3105Cf0vWzn/2MwMBA+RUTE9Nvz912+lK/bqdQKD4Yc+dCcDDU14ssnxHNzJkQFQWtrVBcPNB7o+iNYSD4XHqPH2vvdTvF4GMg6qcu4IH3sJ1CoegfdMFn504Dy5aJq2fnz5+XIs7EiRMB56lcjp09BQUFMiMnJyen12ld2dnZTJ8+HYCLFy9y7do1Ro0aJbfTu3jOnTtHeXm5FGOysrKw2WxO94EeApG+Pi8vD7PZTGpqKuHh4TQ1NckuDFdRKDExkYkTJ2I2m2VnEGvXijTr/ftvfEVDMTA0NVHfy2IfHx+gO6BZ/64vj4uL4+TJk8CNA5vLy8sxm82MGjWKuLi4dw1s1t9ben5PSUkJIAQfQHb3LFy4EG9vb8xmM5s2bbLv9UvAZeBfwNNAcI/XdTvrp1sq+ISGhmIymXqMTqutrSWij2C+iIiI97X9d77zHRobG+XX+fPn+2fnAZ/xY/p1O4VC8cFwc4NVq8TtET+ty2BQV6kGO8NA8BnzHj/W3ut2ivfO7aid4PbVTxrwCFALuJq3VP2kUNxa4uLELBmrFUJChKCTn5/P8uXLAbhy5Qre3t5cuHCBSZMmAcKKtcpedDmGMmdnZ0sxJjs7W4pC+/btk10RIEKT//73v8vtvL29ZRdPVlYWixcvxt/fn9raWvbu3Suff/fu3dTW1rJ27VoMBgN79+7l4sWLUuBpbGyktLS013Bn3cLl2NHTw9YVHg7z52Nf2C/HV9GPNDXZjU/OOAY3AzIUWbdxOY5knzx5shR8pk+f7iT4uAY265Mv586dy9WrV6msrASEhevcuXNUV1fj5ubG/Pnz6ezslB1AS5YsAboFH/1vadeuXTQ3NxMYGIowLvsAnwC+0+vLvZ310y0VfDw8PJg1a5aD2gU2m41NmzYxX/+Dc2H+/PlO2wMUFhb2ub2npycBAQFOX/3FtC+nUWOKxubQhuWIDQMXTTFM+3Jav/1MhULROyrHxwE9xycrC2y2gd0XhTNmc7fVbggLPmlpEB0t9MXeMBggJkZsp+hfbkftBLe3fvorEO6wXtVPCsXtQ7fFnz+/RObjJCcnA6KDRxdjqqqqCAsLo7GxkcDAQEwmE+Xl5UydOhWDwcD+/ftJTEyUI9xra2sZYz9rbW5uZuzYsYDIIVuxYoVTFo+jQOPh4SG7hrKysoiMjGTWrFlomkZOTg6jR4+WXRfZ2dmYTCYpCvVm89I0jQkTJjBp0iSnjh5H65fZbBYHQa+flOAz+Ghu7rXDp8MlvkCflNXa2go4T+iKjY2VI9unTp0qBZ8ZM2bI/J7Zs2fT0NAgs35SU1Nl3t3kyZMZNWqUtHPNnDkTX19fysrKaG9vJzw8nClTpmCxWKTFS8/P0993q1evIDraOKjqp1tu6XriiSf4y1/+wssvv8yxY8f40pe+RGtrKw8//DAAn/rUp/jOd7qVr8cee4z8/Hyee+45jh8/zg9/+EP27t3Lo48+eqt3tQcmDxPVT7wI0EP00e+ff+IFTB6m275vCsVIY9Uq8U/y0CHViUt6Ovj5iX7QZ5+FkhKVnjtYcBwpOoTD/E0mePHF3tfpRcwLL4jtFP3PUK6dQNVPCsVgQhd8Cgu9WbJEpDh3dnYCsGfPHmlZcbRylZaWyq6dsrIyUlNTASguLpYnuNnZ2Xz0ox8FxIlyXl4eILpszGaz7HxwtH+VlZVRW1vbp23Ldfx6b+s1TXOyiekdHa7PMW/ePMLCwmhoaJAn8FLwKSqCv/9d1U+DiT46fFwFH/29q49kj4yM5OrVqxgMBhnsHBkZSXNzMw0NDbi7uzN58mSnwOY9e/YAEB8fT1hYmLRzvZf8HoPBwL59+2hsbCQ4OJgZM2YAojMOYNWqlbz4Yu9DLwaqfrrlgs/HP/5xfvWrX/HUU0+RkpLCwYMHyc/Pl4Fh1dXVXHIwsS1YsIDXXnuNP//5zyQnJ/Pmm2/yzjvvMHXq1Fu9q70y7/+to+wbb3LZFOW0/JIpmrJvvMm8/7duQPZLoRhphIaKLB9QXT7k5HQXKE89BUuWiL7t9esHdLcUdNu5fHyEF3EIs24dfO1rPZdHR8Obb4r1ilvDUK+dQNVPCsVgYcECCAyEq1dhyhTRLl1aWsrMmTOB7lDcXbt2sXjxYqCnlUu//eabbxISEgIIMeYzn/kMILqDxo0bx4QJEzCbzRQUFDiJNlFRUU5dPK6TtfRtCwsLaW9vl+JNUVERra2tLFu2DE9PT86ePcvRo0fx8fGRglJvYc5ms7nXziCOHhWfzVYrPPKIqp8GE01NXOtjlZ7Xo0+T8/f3l50+7vZJj45ZPo75PUlJSdhsNsrLywHnwGa9k8w1sNk1v0cXfFztXBkZGZhMJurq6qRlbMWKFaxbB/fc0/N1DFj9dPNT4AcX72cm/fvB0mnRDvx6s7b90de0A7/erFk6Lf36/AqF4t358Y81DTTt7rsHek8GkLfe0jSDQRwIxy+DQXy99dZA7+HI5tAh8fuIiBjoPekX7r9fvJwHHtC0117TtM2bNc3Szx9/t+pzW/H+UPWTQjF8+ehHxf/yr361SgM0o9GoPfnkkxqg3Xvvvdq0adM0QPvzn/+subm5aYCWl5enAZqnp6e2fft2DRHJpRmNRg3QDAaDdunSJS0mJkYDtOzsbO2JJ57QAO2hhx7Sampq5GNqamq0H/7whxqg3XPPPZqmadqiRYs0QPvd736n2Ww2LTo6Wj6PzWbTxo0bpwHaO++8o2mapq1Zs0YDtGeffVbTNE37y1/+ogHanDlzNE3TNIvFooWFhWmAVlxcrGmapr399tsaoMXFxWm2N99U9dNg5pVXtFD7+0V/f+m3IyIiNECbOXOmBmgLFy6U79Of/vSnGqCtWbNGe/TRRzVAe/LJJ7WnnnpKA7SHH35YKysr0wAtNDRUs9ls2tq1azVAe+GFF7TOzk7Ny8tLA7Tjx49rtbW18udeu3ZNa29v1zw9PTVAO3bsmKZpmpaenq4B2ksvvaRpmqb961//0gAtJSVFvpykJPH2+sEPbk399H4+s4f8lK7bhcnDRMrj6Sz47f2kPJ6u2pAVigFAb0suKgJ7R+fIwmqFxx7rvU9UX/b446o9eSAZBoHNOhYL6MNNvvQluP9+4SZUNi7F+0HVTwrFwKPnIO7YESs7HgIDAwGR46NbuYqLi2VXw4kTJxg3bhydnZ08+eST8rnGjRvHlClT0DSN/Pz8XjuBcnJyCA8PZ/bs2fK+3sVTUFBAR0eHUweQwWDo875rB49u89J/1p49e6ipqXHq6NlgH2qxfPlyvLy8qKqqovwrX1H10yBGa2ykqY91np6eQHenz+jRo7FYLHh7e1NTUwM4Bza7TuhytHMBTh0+Bw8epKOjg1GjRpGYmMi2bdsAkQE0atQodu3aRWdnJxEREUycOJHW1lbZEaTbG7vtXCLs/Nw50UxmNIq31UDXT0rwUSgUQ4aUFJFq39oK9m7LkUVp6Y0DjDQNzp8X2ykGBl3wGcL5PTq7dkF9PQQHw7x5A703CoVCofig2PUc9u2DxYvF1bPjx48TFhZGU1MT0dHRgAie1cWf3NxcOblr586dclrSsmXLZHZPVlaW0+SuhQsXEhgYyNWrV9m9e7eTiDNjxgyioqJoa2tj8+bNUsDZvHkzzc3NToKOpmnyfnZ2NjabzWma1+XLl4mIiHAKd4aeWT++vr7ypHyDfZJhMbAAuOh4gFT9NOC0X7tGl8N9zUGc02/r4du68GM0GmUeT1+Cz4wZM6Tdavbs2VRVVXHlyhXc3d1JSUlxyu8xGAx95vcsWbJErjebzcTGxjJ+/HhsNpsUfPQwcn2i8IIFMGpU/xyfm0EJPgqFYshgMHRfpRqR49kdMjv6ZTtF/zOMOnz0rKxVq4Z8HJFCoVCMaEaPBnuzDX5+3ePZ9Y6Es2fPMmrUKBoaGuTkraKiIhnE7ObmxnPPPQcIIWiNveW6oKCABQsWyMldFRUVUjByFIOKioro6OiQok1WVhYTJ04kISGBrq4uCgoKSE9Px9fXl5qaGvbv309aWhoBAQHU1dVRVlZGZGQkc+bMkTlA0DOoefny5U5ZP+Awnt1+LI4AO4Gf9nagVP00YNRfudJjmZ7Powc3NzU59wC1trbK7p2wsDCuX7+OyWQiPDyc6upqQIxnd5zQpXf3JCcn4+Xl1SOw+b3m9yxbtgyDwcChQ4eoq6vDz89PPodeP+nOhIFGCT4KhWJIMaLHs9uLsH7bTtH/DCPBRxdV9b85hUKhUAxd9JPPkyfnExgYyLVr10hMTATEhC5d/Dly5IjsXDAYDLi7u2OxWEhNTcXLy4vz58/j7u7OmDFjaGlpoaysrNeJXNnZ2aSkpBAdHS27ehy7gcB5GpeXl5fskNDHt+vikev0Lleblx7u7NjRo2+TkpICwB6gBvgi8EPgmd4OkqqfBoz6q1d7LNMFn/p6MbD98uXLALS0tAAQGBiI1W7Da7ZPSZ0wYQInTpwAxBQuDw8PKf7NmjXLyc6laZpTYHNTU5PsDEpLS6OtrU1un56eDjgLPtBt58rIyMDDw4P2diguFvuvBB+FQqH4ACxbBu7ucPIk/Otf8PrrI2iqZlqaiPg3GHpfbzBATIzYTnH7sVrhwAFxu61tSL8pz5+Hw4fFW8p+DqBQKBSKIYx+8pmf787EiUJYqa9vxGQycfz4caZMmQKIvB1dtPnwhz8su3k2bdokT3Idu3wcRZ6srCzuvPNOTCYT5eXlnDt3zmldRkYG3t7enD9/nkOHDkkBJycnB6vV2uc4dtf7hYWFtLW1kZSUJHOGCgsLge6Onrfffpvvf//7pKWl4eXlJZ4H8ASeBkIcD46qnwYWq5X6U6d6LHa0chmNRin86FMqH3zwQbntT37yE6Cnnevw4cNYLBbCw8OJjo52Enyqq6upqanBzc2NOXPmsGPHDmw2G/Hx8URFRbFz5066urqIiooiISGBuro6Dh06BAiBB0SnHHTbuTZvhvZ2Ua4P4KBMJ5Tgo1AohhQBATBxorj9yU/CAw+MoKmaJhO8+KK43Zfo88ILKlV3IFi/XrwJ//hHcb+wcEi/KfUOunnzIDR0YPdFoVAoFDfPuXMiRLa9HcrKhFjz299uYuLEhQD8/Oc/B+Do0aMybHnHjh2strd5uo5qd+zW0bfZs2cPXV1dLFwontM148fLy4sVK1bIdYsWLSIoKEhm/qxevRqDwcCBAwc4f/68k3h05swZpk+fztixY2lvb2fTpk0YDIYeti59X/bu3cuzzz5LR0eHtKltAFU/DTbs9VO9PWfHEd3KBRAeHg5AREQEp+zi0Ch7QI7RaOTYsWOAGMN+wH7xzTGwefbs2ZjNZvbv3w8IwUe3c82YMQMfH593ze8ptrfuJCcnEx4eTnNzs+wQ0jvk9O7oNWv6fqvdbpTgo1AohhTr10N5ec/lFy/CvfcO2fPr9866dfDmmxAV5bzcYIDXXhPrFbeX9evFm881UHsIvykHm/9coVAoFB+c9evhYx8Dm01fcidgwGw+QEVFt01GD8O9du0afn5+XL58mbFjxwJQVlZGamoqALt27WL69OkyL6e+vr7XiVzZ2dlkZGTIjJ+DBw862bLc3d2dbFvh4eHMnz9fPjY4OFhmqejTu/rq+snOzmbnzp18+MMflq87PDyct99+W267yc2NZlfblru7qKtU/XT7caif6ntZrWkaBrtqEhwcDEBsbCzXrl0DkN/19wBARUWF04QuPbB51qxZHDlyhM7OToKDg5kwYcJN5feAmGpnsVhISEggPj4eTRuc9ZMSfBQKxZBBn0reGyNqqua6dVBVJfpG//1v0YKhacMiN2bIob8ph9Go144OsNc0Kr9HoVAohji9f0wFAzH225WA6JL4v//7P0DkkuidOLt27ZJizsGDB0lJSUHTNLZs2SJtLa4dP3onUElJCWaz2SnjR7eC7d27l5qamh42rvdq68rKysJms5GWlkZgYCBXrlxhwYIF7NmzR47xnjVrFvfccw9TpkwRAdEWCxt//WtRP730knj5ZjPYhSzFbcTljdmb4AMQYK9tdVteSIgw48XGxlJZKd67q1evxmTvzvrqV78qu31mzJjRa2BzamoqBoPBSfDp6OigrKwMEB0+ej4VCMFH0zRpG3TN79HtXMeOifLc0xPsfxqDAiX4KBSKIYOaSu6AyQTp6cLTZh+PyoYNA7pLI5Jh+KbcskVEEEVGgj3rUqFQKBRDlJ4fU83ATKDafn8UEIXNZiMsLAwQnQu6SONq5erL1qUvLygoIDY21mkCl6OIExERITuFcnJyWLVqFW5ublRUVHD69Gkp6GzatImWlhb52C1bttDQ0MDixYvx9/fn8uXL7N27F3d3d2njGjduHA899JCcLlZcXExLSwsGg0Fm+2zIyhL10xe/KOZmA2TqM7wUtw2XN+b1PjbzNAq5Qs/z0cW8SZMmUW5v+ffz88NqteLn54eHhwdWq5XQ0FB8fX1lYLOj4DN37lxaWlpkHs+CBQsoKyujq6uLiIgIxo8fz44dO7BYLIwdO5a4uDhOnz5NdXU1Hh4epKWloWmazO9xtXOlp4Ovb/8cpv5ACT4KhWLIoKaS94G9iCEz07FfW3E7GIZvSr0defXqweM/VygUCsUHo+fHjz8wGQi03+8AhMhy+PBh4uLi6OzslPauvXv3Mm/ePECIOXo3w8aNG6UotGPHDsaOHUtkZCRtbW1s2bLFSeRxzNVx7epxtW1NnjyZ+Ph4urq6KCwsJCEhgcmTJ2OxWMjPz8fDw0OeYD/wwANcv35dikQeHh7885//JD09nfj4eKcwZ32bnJwcLBaLeOl6/aQumN1+XN6YfUpu9g5pfTKX/ruLjY2VU7va2toAMYJdF3HCwsKYP38+NpuNiIgIIiMjnQSfsrIyrFYrY8eOJTo6Wub3pKWlYTAYeuT36HauBQsW4Ovry6lTpzh79izu7u5ygtdgtHOBEnwUCsUQQk0l74P0dPD3h8uXYc+egd6bkcUwe1NqmhrHrlAoFMOJ3j9+fgucAsYAbej2rtzcXCnObN++XXbiVFdXyzHsra2tMrD23LlzJCcnY7PZyM/Pd5rIpYs6ubm5hIeHM2fOHMA546eoqIj29nYnAai3IGZHG1dra6s8+T99+jRPP/00d955J+7u7pw4cYLKykrnjh67mLNgwQJCQkKor69n27Zt4jDogs/mzdDY+MEPsuL94/LGPNPHZh12geeqfWx7Q0MDILp6AMaOHcvJkycBEaasBzZXV1dz/PhxABITE6mvr5fj2lNTU/vM7+ktsBn6HseelpaGn58fjY2gv62U4KNQKBQfEDWVvA88PcEeeqiuUt1mhtmbsrISTp8WGZb2mkahUCgUQ5jeP6bCgVBAnJn6+l7Ax8eHmpoaJk+eDAiblp634ziG3fG2o5XLdSLXwoULZbZOWVmZk6gzffp0YmJi5LQtfd3WrVtpbGzsc1z7hg0bmDp1qrRsgRjNHRgYKLssXEWi7OxsLBYLbm5ucl91EYiJE8WX2Qx2e47iNvEu9ZO+tLm9HegWei5evAiAzd7RnpSUxOHDhwHR4aNP4Xr22Wfx9/cHYOfOnfzqV78CYPz48YSGhjoJPhaLRd5PS0ujublZZv+kp6djtVrlhC5d8HEdx15QABYLTJoE8fE3c2D6HyX4KBSKIcONppLr90fsVE19QoHyod9ehtmbUu/uWbxYNI0pFAqFYmhzo48pXfDx9++2Z9XV1UnxZ8KECQAUFhZKG5Vj8LLj7fz8fNLS0vDy8pLdFY6Pcezq6ejocBKAXG1bjkHMu3fvJjExEU9PT1pbW6mqqmLs2LFMmzYNEKHS0C3w6GLOokWLGDVqFNeuXWPnzp0ATl0/eiaMrJ/UBbPbi8sb03X0hZv9u6ZpMrcnIiKCqqoqABrtHVlJSUnSxjVlyhR5e/Xq1URERABgNpv56U9/CsCcOXOw2WzyPbFgwQIOHTpES0sLQUFBTJ06ldLSUqxWK+PGjSM2Npb9+/dTX19PYGAgs2bNorOzU3YA6YKP4zj2wYYSfBQKxZCir6nk0dEjfKrm6tXiw/PoUdGiobh9DKM35WD1nysUCoXig9PXx5SPzzLc3Dy4fPm0nMRVUFAguxhOnTpFZGQkra2tuLu7yzHssbGxeHh4cPr0aQIDAwkLC6OpqYn9+/fLxzqKPFlZWSQnJ8uunuLiYqduIE3T+hzXnpWVxTPPPENnZycgJi8dPXqUhx9+WG4P3YLPjh07uHLlCm5ublKM0kWgFStW4OXlxdmzZ2Xgr7R15eaKTh/F7UN/Y4aH45pAqRm7ZQp9MldkZCQ2m42AgADOnj0LCEtXTU0NICZ5dXR04O/vT3h4OKdOnQLg0Ucflc9VVlZGeXk5DQ0N+Pj4MH36dGnnWrhwISaTiZKSEqCnnWvJkiW4ubmxfft22traiIiIYPr06dhsoDedDUY7vBJ8FArFkEOfSv6//3UvKysbUufV/U9wsGjLAHWVaiBYtw4qKrrv5+bC2bND6k3Z3Az2mmdQFiwKhUKh+ODotdPmzfDNb4plwcF+ZGSkA9DV1QWIE2I9xyQnJ0faoIqKiuQY9s2bNzsE1eY6dfw4CjmrVq3CaDRSXl7OuXPnnOxfS5Yswc/Pj5qaGvbv3y8fl5eXh8VicRKAfvSjH8mOnoaGBnx9faXAs2XLFurr6xk7diwpKSnYbDZy7O0Wjl0/mqbh6+srBSldKGLePAgLExk+W7b009FWvGfsoo/FZbHFYQiJr33kVVBQEAATJ06kwl5zubmJXqD4+HiZ0ZOSksKBAwfQNI2xY8fym9/8Rmb+rFy50im82d3dXQY2v9f8Hkc7l8FgYN8+qKsTndGLFvXDMelnlOCjUCiGJCaTmEaenCzu24cwjGzUtImBpblZfDeZYNWqIWPj0iksFBc3ExIgMXGg90ahUCgU/Y3JJOY8/PCH4O0NFy9CSooQa7Zt28bMmTPRNA2T/fOrrKyMhQsXAs6ZPjcaz65vs3v3bqxWq9PjHbfz8PBgxYoVgBCA5s+fL0OVf/WrX1FYWIjRaKSiooL6+np27twpO4wqKioYP348SUlJWK1WmemjW7Z0MWflypV4eHhw6tQpjh07BvS0fmEygX2/VP00MFgbGujqZbmHhwcARnu3j/6+HDduHHV1dQA0NTUBzvk9M2fOZI99iMmcOXM4ffo0LS0teHh48Nxzz8m8noSEBC5evOg0oauxsVE+z5IlS2hra5Mh366Bza7j2FesAPsuDyqU4KNQKIY09npD/rMd0eiCz7ZtYJ9moLiN2AMFCQoakvPMB7P/XKFQKBT9h7d3dzC/xSL+6ZeWlrJ06VJATOjSxZ+Ojg4ptEycOFGuX2RvZdi2bRuzZ8/G3d2dkydP0tLSIh+bm5vrZOtasmQJvr6+XLx4kQMHDjh18ZhMJikAfec73+Gf//ynDJDOzMx06s7RxRrXSVz6/Y0bN9Le3o6/v798TboIdNddd2EwGNizZ4+0AjldMNNc02QUt5p6exCzK97e3gB0dHQASFtfQEAAIIQfvavHcULXjBkzpOAze/ZsmfM0a9YsvL29pYCzceNGJk+ezNWrV/Hy8mLWrFls3boVm83GhAkTiIqKYvv27XR1dREdHU1iYiI1NTUcPnwYg8Egc68Ge/2kBB+FQjGk0f+55ucr6zWxsaLlyWZTCthA4Cj4DDE0TeX3KBQKxUhC/1+/c+d4Jk2ahMViITg4GBAnwnr3QmFhobRy7d+/n2nTpmG1Wjl27JjssNm+fbu0ePU1uaukpASz2SxPkrOysli9ejUGg4EDBw6QmZkpJyEBfP3rX+ehhx4Ceub0uN7Py8ujq6uLlJQUYmJiaGtrY9OmTU7b6KJQREQEc+fOdXoeli0TKtj583Dw4E0fW8X749qlSzdcX19fD3SPZjfYL6o5TuiaOnWqFHxmzpwpp2zNmTNHCj7z5s2jtrZWZvuEhobSbO/O9vT0pKKiQub36O9nRzuXwWCgoKAAEEJSSEgItbVg/1FyYO5gQwk+CoViSJOaCqGhwnpt79Ac2Shb18AxhAWfAwfg8mXw9QW7hV2hUCgUwxg9q23XLsjIEOrP8ePHCQ8Pp7m5mSh7wrOj+ONq5erL1qXfLigoIC4ujvHjx9PV1UVhYaFTx094eLgUXz784Q9TW1sr9+/zn/88H/nIRwDRfXT9+nX52N27d3Pp0iXmzJlDREQEzc3NlJSUYDAY+hSFdu/ezeXLl4GenUH4+Ag/jlh4k0dW8X655vB7d0Tv6NFtW9XV1U73J0+eLMO3g4ODaWpqwtPTk9DQUBnqPGvWLCfBZ/v27YAQiMrKypgxYwYgpn7NmjWLV155Beg7v8fVzqWHNc+aBfahYIMOJfgoFIohjR6XAqqpBegWfDZuhPb2gd2XkcYQFnz0v51ly8A+/VShUCgUw5iYGJg+XXR4BgYKwScvL09Oxzp58qQUf8LCwgBh5dKDbfPy8hxOertvl5aWMm7cOCIiImhpaWHr1q1OIs9qu9K0b98+ampqaGtrA8Bms/GJT3xCdhNlZmYSHx/P1KlTsVqt5ObmMmbMGFJTUwEhLBmNRidbGHQLPFlZWdhsNiIjI5kzZw6appGdnQ10Cz7FxcWyw0PWT3rXj+K2ce3KlV6X61YugLCwMFpaWjAajVy0W8BCQkLo7OzE19dXdv9Mnz5djmZPTEzEw8ND3ncUfBYtWoTRaJRZQOnp6dhsNvk8CQkJXL16VXYNLV26FKvVKjt8hsI4dh0l+CgUiiGP/k9WCT7AjBmiimtrA3s7s+I2MQQFH6sVSkrAfkFr0LYjKxQKhaL/0eun06cXERAQwJUrV2ROT25urhRn9uzZw7Rp07DZbFy7do2QkBAaGhqw2WyMGjWK+vp6Ll++LC1ehYWFvXb/5OTkEBYW5iTaPPHEE4CYtvTHP/6Re++9F+jbxuUazOx4X9M00tPTCQgI4PLlyzLHxbWjZ9KkSUyYMIGuri7ZscHatWA0ipZXeyeJ4vZw7dq1PtfpE7oi7O0z8fHxMoBbs+ctTZs2jYN2K55rYPO+ffuwWCxERkYSExMjBZ+FCxdy5swZLl68iLu7O7m5uTzzzDOAyA6aPXs2mzdvRtM0pk6dSkREBPv27eP69esEBgYye/Zcioq6zz30i8+DESX4KBSKIc/KlaLTp6JCTMIe0RgMYC+OVFvybWaICT7r10NcHCxZAnY7Oz/6kViuUCgUiuGPPviioMCdFStEx0JDQwNubm5UVlYya9YswNm+5SgE5efny46grKysXu1eWVlZLFy4UApKpaWlpKSkyHWf+tSniIuLw2KxOFm+duzYQV1dnRRr8vPz6ezslAJQUVERra2tZGRk4OPjw/nz5zl48CAeHh5yn3SBx/UxjtYvaesKC4MFC8Rt1eVzW7ly/Xqf6wIDAwHkWPVx48Zx7do1DAaDFIqmT5/ea2Cza35Pe3s7+/btA0SHz5YtWwBITU3F29tbdvvcd999GAwGCu0jgC9dusRLL71EVlYWAJMnLyMhwY3ly7ub6T/2scFbPynBR6FQDHmCg8E+9VN1+UB3W3JWlghwVtwedMHHXpwMZtavh3vvhQsXnJdfviyWD9aiRaFQKBT9x9y5EBIiPr4mTBDtPoWFhdK21dLSIqdvTZ8+HXC2fblm9ziKQunp6Xh6elJVVcWpU6ek5eu+++7j1VdfBYQA097ezj333AOILp3o6Gg55SsnJ4fZs2c75fQkJSUxbtw4Ojo6KCwsxNvbW9prXAUe/f7UqVOdHgPdXT85OTmY9akfKgdxQLjc2NjnOnd3d6f7erC4Y6eP40j2Gwk+e/bskd0+sbGxUvBZvHgxgAwNX7t2LZqmyffKtWvX+PKXv8wvfvELAHbtSutRP128OHjrJyX4KBSKYYGydTmweDH4+0NtLfzkJ8KzY7UO9F4Nf4ZIh4/VCo891vvkWX3Z44+rt4xCoVAMdxxzEJua7pQTs9LS0gAhyOjiz8WLFwkJCaG+vp7AwEDc3Nw4duwYiYmJmEwmjh07Rnh4uLR4HT58WObx6AHNALW1tfj6+jJ69Gg6OjooKiqS4kt2djZWq9XJxuWa02MwGHpYtFxtX6tXr8bNzY2KigpOnTrV62MWLFhAaGgo9fX1cky37JAuLoa//lXVT7eJi3qOUi/oYlxraysAJpMJcJ7QNWbMGK5cuYLJZGLUqFFcvnwZk8lEcnIyO3fuBITgo/+eFy1ahMFgYOvWrYAQfC5fvkxFRQUGg4HFixdz+vRpqqqqcHNz41e/+hWRkZHdwiDfA74KnJT7OZjrJyX4KBSKYYEu+GzeDPbPhJFLdjZYLOL2008Lz05c3OC87DCcGCKCT2lpz84eRzRNTKYtLb19+6RQKBSKgUGvn0pKwmW2jpubGwBbt26V04lyc3NlZ8+WLVukKFRaWipv5+fnS7uX40j23/zmN/zud7+TPzMrK4uPfexjgBBpFi5cSHBwMFevXmXXrl1SwCkoKKC9vb1HTo++XheI1qxZg9Fo5MCBA1RXVxMUFCS7NlyzgPTHmEwm2ZEkbV3l5eDmJrqjP/c5VT/dJmpvMGREn8il26104Sc+Pp7z588D0NXVBcCUKVM4cuQIIASh69evc+nSJUwmE7NmzXLK76murqaqqgqTycSCBQvYvHkzACkpKYSEhMhw5kWLFvF///d//PKXv7TvkSfQCvwOSAaa5L4O1vpJCT4KhWJYMGUKxMZCZ6e4MDNi0b06rh+eg7nXdLigtyQPcsHn0qX+3U6hUCgUQ5eVK0VW8dGjsHChUH/27t3LhAkTMJvNMjtl69atsmPnvY5n1zOALtk/UGJiYgARAu04TctkMkmhKDMzk5SUFGJiYmhra6O4uFjm9Fy4cIEDBw6waNEiJ4EoLCyMBfb8HT1nxdXWlZaWJh+jd304CUlvvSXqJP2CmY6qn245V+yCTW+0tLQAcPnyZUB0iEF3mHNcXBwnTpwAegY263au5ORkvLy82LFjB+Cc3zNr1iz8/PyknUt/j+t2ruXLlwPd49nhK0AhsBZ4AAjosc+DrX5Sgo9CoRgWGAzd4YMj1talvDoDyxDp8Bkzpn+3UygUCsXQZdSo7hxEDw9RSBUVFclcnP3795OYmIjFYsFoNGIymaioqCA5ORmAkpISlixZIm/PmzdP2r3+9a9/yZ/z2GOP8dhjjwFCYLnjjjsICAigrq6OsrIyJ1uWa6iyt7c3K1askOvd3d2lQKQLOn3ZvLZt28a1a9dwc3Njjb2dSd9m+fLleHl5cfbsWcq/8hVZKzlJPqp+uuXU93JcDQaDvB0SEiK/V1ZWAt1WL9fA5r179wJC8HG0cx09epTGxkZ8fX2ZPn16n/k9GRkZWCwWeX/58uVomkZ+fr59b+4ElgFZwJ96fT2DrX5Sgo9CoRg2OOb49KZ5DHuUV2dgGSKCT1oaREcLkbQ3DAaIiRHbKRQKhWL4o9dPhw6lEBkZSWtrK1FRUYAINdaFks2bN0v71rFjx2QXUFVVlby9Z88euU1cXJzs8rlw4YIUYUpKSmhvb5cWsczMTFauXIm7uzvHjx+nsrLSqQPIZrP1GMfumtvj+NyNjY3ExcUxffp0bDYbOfYrgY6ikKZp+Pr6SsvahtpabMA/gHjgtOMBUvXTraOjw8EU1Y2maVL0CQ0NBYSNq76+HqPRKC1eroHNjoKPY2Cznt+jC5KO+T1VVVWcOXMGk8lEWloaZWVlNDU1MWrUKGbOnMmhQ4e4dOkSvr6+REWlOdRPJqd9Hqz1kxJ8FArFsCE9Hby9heZhz3EbWSivzsAyRAQfkwlefLH3dXoR88ILYjuFQqFQDH+6cxANrFghOmfOnz+Pv78/dXV1TJgwARA5Prr405et6yc/+YkUcnJzc/njH/8IiHyfmJgYJk2ahMViIT8/30m0CQwMJD09Xd5fvHgx/v7+XL58mb1797JmzRoZKl1dXc2qVatwd3fnxIkTnDhxgsTERCZNmoTZbJbdGK4i0cqVK/Hw8ODkyZMcP37caZs3gDuAzwDngV/3dqBU/dTvaPX1tPWxTh/Jrk/q0jt9xo8fz9GjRwExpl3P8vH396e+vh5PT08SExOlEDR//nyZ37No0SIuXbrEyZMnMRgMLFy4UOb3pKam4u/vL+1cS5cuxWQyyfdTRkYGv/mNZ68XlQdz/aQEH4VCMWzw9oalS8XtEWnrUl6dgUPThozgA7BuHXzmMz2XR0fDm2+K9QqFQqEYGSQlwdix0NEBUVFCuMnLy5M2qosXLxIQEMCVK1cYO3YsILp9ltqLrpycHGnxOnjwoAzO3bJlC/Hx8bJrqKSkxEnkufPOOzGZTBw9epTTp087rfP09JSj3DMzM3vk9AQEBEgrWV9dP7qYk5+fT0dHB/7+/jKjRd/mrrvuwmAwcBi4APgCv6QPwUfVT/1OS00Ntj7W6UKPbuPy8PAARDhzeXk50G39mjBhghTxUlJSqKiooLOzk5CQEMaPHy87fBYuXCjtXCkpKQQFBfXI79EDm/X8nry8PABWrVrFunXd5xqODOb6SQk+CoViWDGix7Mrr87A0dEBeujgEBB8QHSnA3zxi/Daa2LC3dmzg7NYUSgUCsWtw2Dorp8uX16Kh4cHZ8+eZcaMGYAQTPRMn8OHD5OQkEBXVxdtbW0yh+erX/2qfL6FCxcyefJkLBYLBQUFTmPVdVEmNzcXPz8/OfbdcarX9u3buXr1ao9cHteOnb7u5+bmYjabmTlzJlFRUbS2tsqTesfn3LJlC6GhocybOxeAjwPHgScBd9cDpOqnW8K16uo+19lsQgrSp3C12weSREZG0t7ejre3twxzdgxsnj17tpOdq6amhnPnzmE0Gpk3b55Tfo+maU6CT2NjI7t37waE4NPY2Ci7g1atWoXNBhUVYv9++cuhUT8pwUehUAwr9IJl1y64dm1g9+W24+jV6Uv0GYy9psMBvbvHaAT7RJPBTHMzlJSI248/DvffLyyR6q2hUCgUIxN98EVBgZ+0Vukn2vv27WPRokWAc6ZPfn6+7Phpbm6Wlptz5845ZfA43p47dy6hoaE0NDSwbds2p66c2NhYkpOTsdlscgy8yWSivLycM2fOyG03b95MY2OjFIh27NjBlStXmDt3LmFhYTQ0NFBaWuoU/uzY0QOwc+dO0tPT+cMf/sA9H/4wAAeBaFU/3VauXbzYY5netaOPYNe5YM+p1Dt9pk2bxqFDhwCR39PbhK558+ZJwSY5ORl/f3+n/J7Kykpqamrw9PRk/vz5lJSUYLVamTBhAnFxcWzatAmr1UpiYiLx8fEcOCCcfX5+8NWvDo36SQk+CoViWBETA9Ong80GMlB/JLFunegptYctOvHqq4P38sNQx9HO1VexOIgoKhINSQkJkJg40HujUCgUioFmyRJhjT9/HmbOFOrP1q1bmTNnDiC6LQwGAwcPHmTevHkA/Pvf/5bWmlGjRvHcc88BPTt50tLS5Fj1I0eOSMEoMzNTCjBbt26lvr7eSaAZNWqUDIDOyspi4sSJJCYmYjab2bhxIzExMcyYMUMGM5tMJvl8vXUFWa1WSkpKMNnPzg0GA1evXuXDdsGn2GSiwdW25eY2eL06w4CrNTU9lulWro6ODqflurVL7/RxDGxOTk6Wt10ndOl2rkWLFnHlyhUq7C06ixYtkt09CxYswNvbW9q5dDujbufSc6mys7GvB0/Pm3rptw0l+CgUimGH3uWj/1MecaxbB1VVosf03//uFn/sV0QUtwC9nczNTbTODPLRrfrfxtq1Q0KfUigUCsUtxtsb7BEmWCyikCotLZVTrLZs2cJcu/Xp+vXr+Pj40NnZiZubGwaDgevXrzNz5kyZyRMWFia7bfbu3es0Vt1x5Hp8fDxJSUlYrVby8vLkOj13p69pXK42Ltdx7JmZmWiaRnp6Ov7+/ly6dIklS5bw4IMPYrV/Ri9atIgf/ehHTJgwgSlTpmCxWsn9xS9E/fTXv4q2DYsFpky5FYdcYbVSaxdpHNGtXACjR48GhDhntVoxGAxctHcFJSYmcvLkSQB8fHxoa2vDz8+PwMBAqqqqMBgMzJkzR3b4LFy4UHb3TJ06ldDQ0B75PXpgsz6OvS/BR++IGwoowUehUAw7dMEnP198To9ITCbRY/rAA+IL4J13BnKPhi/r14P96iB1deIyaVycWD4Isdm6M670vxWFQqFQKPTPhJ0745k0aRJWq5WAgABAnAjrIcr5+fnyBPiTn/yktHtt3bpVduQ4TvRyFHkyMzNZsWKFzAmqqKhwWjdr1qxeQ563bNlCfX29FHhycnIwm81yfUFBAe3t7SxfvhwvLy+qqqo4cuQInp6eTJ8+HRAClru7u8wbKisro7m5GYB77rkHgHcyM0X99Mgj3em8djFJ0Y+sXw9xcVRv3NhjlcWheNcndY0fP14u27dvHwBeXl4AxMTEcOrUKQBmzZolR7NPmTIFo9HIwYMHAefA5sWLF2Oz2eSEroyMDKqqqjh58iQmk4n09HSOHj3KxYsX8fLy4o477uDSJbA/NatX99eBuPUowUehUAw75s2DUaOEy8be0Tmy0cWInJzuYGFF/7B+Pdx7L1y96rz84kWxfBCKPvv2QW2t8J/bszIVCoVCoXAQfGDpUtHCUFFRwZgxY2htbZUZKUVFRVL8OXDggLRROeb1OIo8WVlZrF69GoPBwP79+2loaJATvhwfk5eX5yTibNiwgfHjxzNlyhTZATR//nxCQkJkBlBKSgoxMTG0tbVRXFyMj4+PnK6kdwHp4pSXlxf79+/nxRdfJCEhgc7OTjbaBQdd8MnLy+u2Eun1k7pg1r/otdOFC1zoYxNfX18Aab+Li4sDcApqbmlpAURgsy7yOOb3zJ8/n927d2Oz2YiNjSU6Otopv+fIkSNcu3YNX19f5syZI7t75s2bR2BgoOzuWbJkCd7e3uTmin1LTQV749GQQAk+CoVi2GEygf2znZdegtdfHxIum1vH3Lnik6mxsTupV3HzWK3w2GNiJLsr+rLHHx90bzy9HXnlSuXyUygUCkU3Y8fC1KmiE/TiRaH+5OXlOY1fNxqNtLe34+PjI7sn9JyfzZs3y1Hpev6Pp6cnp0+f5tq1a8yfPx/oKQylpqYyevRompqa2Lp1aw9blmMOj8lkYq3dT5OZmekUzOya26Pf//KXv4zJZKKjowNPT08MBkN3R49dzJk9ezZRUVG0tLRImw/252XXLugla0bxAXCpnS71sZmnPSCnra0N6A4QX2fPUoqJiZFj2G8U2OyY31NfX8/hw4cBSEtLk7/nO+64A3d3dyc7F/Sd3zOU7FygBB+FQjFMCQsT319/XTiaBrnL5tZiNIK9+FFXqfqR0lK40Ne1KUQxc/682G4QMVQLFoVCoVDcWtavh3PnxO133lkIBHL16lXeflt8cBgMBhYvXgwIQWfBggWA6AKaMGECXV1dnD59Wo5k37Ztm8xGce340UWbXbt2ceXKFafR7UuWLMHX15eamhr279/v1AHU1dXlJOhomub0vK2trfIkf+/evVy8eJHg4GApROkikB7UnJ2djdlsdhKB3n77bXEQIiPFRTOxY/10lEc4LrVTXR+bWexdVrW1tU7fdRtXcnKyDGbua1qX44SuhQsXUlpaiqZpTJw4kYiICKf8HqvVyqZNmwAh+DQ3N8v30apVq+joALseNOTqJyX4KBSKYcf69d3TyR0ZxC6bW4+9iGHDBnHpTnHzXOrrutQH3O42cPEi7N8vgpr1LjiFQqFQKHSXjT3SBnAD4gFobW0AQNM0Pv7xjwPOok1fVq6+bm/atImgoCBmzZqFpmnk5OQ4befp6cnKlSvl/dTUVMLDw2UH0PLly/H09OTs2bMcPXpUBjNfvnyZadOm8c9//lO+Ll3gce3omTt3LqNHj6axsZESe/ezvo0+0cu+EPsDP+CRVTjhUhOd7mOzFvskro6ODtzc3Dhz5gwADfapqDabTQY2e3h4YDabCQkJoaWlhdbWVgICApgwYYIUhVzzeywWi7yfkZHB/v37uX79OgEBAaSmplJcXIzZbGb8+PFMmDCBLVugtVVogCkp/Xg8bgNK8FEoFMOKIeqyufVkZIC/v2hJ1hPnFDeH6+jWm93uNjBU/ecKhUKhuHX0rJ26gHuBA/b7AXh6imlddXV1svtGD9ItLi52sn2ttifa5uXlSeFm165djBo1ivHjx9PV1UVBQYGTyLN06VK8vb05d+4cR44ccVpnNBqdxq37+fnJn5eZmYm7uzsJCQkAnD17loiICD772c8C3QKP3hW0Y8cOamtrMZlM8mfo2yxevJigoCDq6uqkLUgKPsXFwhqvuDlcaqJ6l9X64FCbpklbV2xsLGazGT8/PxnObDR2yxj//ve/AWHL2717NwCpqamUl5fT2tpKYGAgSUlJMr/njjvuYN++fTQ3NxMcHExycrK0c2VkZODm5nZDO9dQm26qBB+FQjGsGKIum1uPp2f3SAG9VVlxc6SlQXR035/8BgPExIjtBgnKzqVQKBQKV3rWTh6AP+COOAVvorMzHRATunQR58iRIyQkJNDV1UVLSwvBwcFcu3YNTdMIDQ2loaGBqqoq2cmTm5vba8dPQUEBBoPBKWx59erVMiOourq6z1yf9evXc++993LggBCn/Pz8OHz4MN/85jcBkSvU0NBAdHQ0c+bMQdM0Geasd/Rs2LABm82Gu7u77FrSRSAmTRJfZnP3VRPFB8eldnK9/uooToSEhAAQGhoKQFJSEkePHgWEuKPzn//8B+g7v2f+/Pm0tray3z4CfvHixdLOlZ6ejslk6jGOPT8/HxB2Lk0b2vWTEnwUCsWwYgi6bG4fqi25fzGZevcOQrcI9MILYrtBQHs7FBWJ20OxYFEoFArFraH3muj3wC5gof2+aP/ZuXOnzPHJysqSnTeOnT25ublOdi/HfB5duMnJyWHq1KnExMTQ3t7Opk2bnESdsLAwmRGUlZXFsmXL8Pb2prq6msOHD8vn37dvH+vXr8fd3R2j0UhLSwv19fVMmDCBpKQkLBYLuXahxtXWlZGRgZ+fHxcvXpSjvh1zfDS95UnVT/2HY+1kMODakO8oAOkdPu7u7gBERUVhNpsJCgqiqqoKQAaGAzQ2NjoJPnp+z6JFi9i+fTs2m434+Hiio6Od8ntaWlrktitWrOD48eOcO3cOT09PlixZQkUFVFWBlxfYG8uGFErwUSgUw4oh6LK5fdx5J7i7w/Hj4ktx86xbB2++CW5uzsujo8Vy+zSJwUBJCbS1QVQUJCcP9N4oFAqFYrDQe03kC8wE7rLf38aECTOkCGIwGDhw4ICcvJWTk+M0PctR5NFvFxQUMGvWLIKDg7l69Sq7d+92EnnWrl2LwWBgz5491NTUOK1zHbceGRkpT/bT0tLYsWMHy5YJ25lrbo8ewqzfLyoqoqmpCS8vLylS6dusXLlSThbTu0mk4JObC52d7+/gKnpir51aIyJ6Xa0LPWazGeie1OXt7Q1ASkqKFOgef/xx+bjf/va3nDhxAhCWLr3DxzW/p7OzU67LyMhg69atmM1m4uLiGD9+vLRzLV68GB8fH9ndk5EBPj79cgRuK0rwUSgUw4oh6LK5fQQGik8rEOHNiv5h3ToIDha3f/Yz2LwZzp4dVGIPDG3/uUKhUChuHTeunXTBZzMf/vAKALZs2SKFntraWoKCgrh69SrBwcG4ublx/Phx4uPj8fDw4PTp03h6ehIdHU1bWxulpaVSZHEUg7KysggLC2OufSpWdna2FHw2b95MY2OjvP/SSy/R1tYmBRw/Pz9mz57dp8CTl5dHR0cHkydPJjExka6uLmnZce368fPzk8KStHXNmSNUsZYWkeWjuHnWreNKHxEDHh4eAFy7dg2AS/YWtHZ7kLOjtcvNfsHN399fPn7ChAm0trZSU1ODm5sbqampUvC544472LVrFx0dHYwePZrJkyc72bkMBoMUfFatWgUMbTsXKMFHoVAMM1w6RZ0YhC6b2499DKlqS+5HNA3q7bGDDz4I6emD7g021P3nCoVCobh13Kh2gknAeKCLkJBRAGzcuFGeDOfm5koBZ/PmzaSnpwPOQc7Z2dm92royMzNJT0/Hz8+Py5cvs3fvXqd1EydOJDExEbPZzMaNG0lKSgKEAPDII49IsWbTpk00NTXJx+7atYtLly4xa9YsoqOjaW1tZdOmTU6j13UxZ/Xq1bi7u3Ps2DHZHaKPbJeCj9GobF23gEune5/RpXf2tLe3YzKZpOCjfw8ODsZmszFmzBhO259j1apVcoKco51r5syZaJrGXvvAEsf8noyMDAwGAwUFBYCwc7W2tspw5zvvvJNr12DHDrFfa9b068u/bSjBR6FQDDt0l01UlPPy8PBB57K5/diLIXbtEhO7FDdPUxNYLOK2PWBwsHH0KFRXC/+53uSlUCgUCoVOX7UTGFi5UtQOFRUVREZG0traSnh4OCCEHUerlaNg05vIk5WVxfLly2Un0Llz56R45DjevaioiNbWVhnO/NJLL8mJSQARERE9OnaioqJITU1F0zSysrKcBB7Xrp+cnBy6uroIDAxkyZIlQLcV7K677sJoNLJv3z6qq6uxPxD7RiNw1Out4fSxY70u7+jokLej7G/IqKgo2dWjC0KzZ892yuy5cuUKICxcJSUl/5+99w6P4jzbt8/dVe8FFYSERBG99w6ig2gWxhXbceISJ07s2E5/3/yS10mcxF/iEjdsAwbTEUJIiC5E7x1ELwIhQAgJSQi1Lc/3x+w82lXBDZBAz3kcOnZ3Znb20cjJ3lxz3dcNQJcuXdi5cycWi4WoqChiYmKcBJ+cnByOHz+OwWBg+PDhZGRkUFlZSUxMDG3btmXNGrDZoEsXaN787l+D+4ESfBQKxUNJQoIWsJaRAXZ3MD/+cSMXe0CzJPfrpz23T6lQ/EDslmM8PbWfBoju7hkx4sHsP1coFArFvcexdlqwQGuBB+jTpyqYOd5uczh8+DAtW7akoqICFxcXXFxcOHHiBF26dAFg27ZtDBo0CNCCnjt16oSPjw9Xrlzh3Llz0gnkKPKkpKTQoUMHed7169dL0WjTpk0UFhbS3P6v7szMzFoFHd2dU13gSUlJwWq10rdvX8LDwykuLiYjI8PpPbqjJyQkhIEDtbBqXQRi2DDw84PcXLCP/lb8MM6ePl3nPj8/PwCCgjRXWatWrSguLsbd3Z3L9pFyPXv2lGPYHZ8PGDCApKQkQJvgNXPmTEBr5yotLZUi0YgRI2Q7V69evQgKCnJq5zIYDLJ+elDdPaAEH4VC8RBjMmnfzz//ufY6La1el9NwULbku4su+DRQdw+odi6FQqFQfDv02unJJ8HeIcO5c4Pw9/fnxo0bxMbGAlqblh7SvHHjRoYMGQLAwYMH6dy5M1arlSNHjsiWmg0bNjB6tJYBVF3k0UewHzlyhIsXL8p9SUlJfPrpp3Jt8fHxpNmLOX3cuqNjp6Kiokab15AhQwgMDCQvL4+dO3diNBqla0gXePTP27lzp2wbqt76hZtb1b/6Vf10V8iyCze14e3tDYDJ3iIfaM9K7NSpkxyvHh0dTW5uLi4uLri6unL79m38/PwIDw+noKAAgJKSEjm2feDAgWzbtg2LxUJMTAwtWrSQgs/o0aMRQkjBZ9y4cZjNYI96eqDrJyX4KBSKh57x47X26yNH4OLF+l5NA0DP8dmwAWbO1MY3KXvy96eBCz43bsDOndrzB/kOlUKhUCjuL3ZzDWvWuDJ2rNZOlZubi6enJ9nZ2TJTZ+XKldL5Uz2Iua7sHn274+hs/T2Oo9vXrVuHwR4s1KpVKzp16kSHDh2wWCykpaVJx86tW7fYtGkT7dq1o23btpjNZlavXo2rq6sUpqq7flasWIHNZiMiIkKGRafY3c/6MZs3b5bigayf5s/XLFCqfvpB5Fy/Xuc+fRpcSUmJ0+tOnTpx0j5ptrKyEoCuXbvKqV39+/dnhz10p23btrz00kvynJ988glLly4FtHYum83Ghg0bAC2w+cyZM1y4cAFXV1fi4uLYsQMKC7XyTu8WeBBRgo9CoXjoCQ6GAQO057rToVFz7Jg2RtxqhRdegLg4iIkBu/1V8R1p4IKP3n/etWuVPV+hUCgUim9iwABtCGVBAbRpowk0a9askZk9V65cwd/fn7y8PKLsXzBbtmyR7VqrV6+WuTvr1q1j+PDhGI1GDh06hNFopEuXLlitVlavXu0kBg0aNIiAgAAKCgr4y1/+wttvvw1obhshhJP7pjbHTl1tXfr74+Li8PX15erVq+zZs6fGMQAtW7aU61upF492gYErV+Dpp1X99AO5qg+8cEB39BQVFQGQk5MDIEW3wMBAhBBERUVJ4adv375S5Bk4cKAMXR42bJgMcjYYDBw7doxZs2YBmuBz5MgRrl+/jre3N/3795funsGDB+Pr6yv/zTB+fIObxfGdUIKPQqFoFOhZxamp9buOeicpCR59tCpkWCcnR9uuipbvTgMXfFQ7l0KhUCi+Dy4uVc7QwsJxmEwmMjMz5Uj2VatWycDlgwcP0qFDB6xWK9evXycsLIzi4mJu3bpFs2bNuH37NseOHWOA/Q5c9bYu/fnGjRtJSUmRjqGsrCzeeOMNvLy8uHTpEgcPHqwxbr26Y0d/vWrVKioqKhgzZgweHh6cP3+eY8eO4e7uLieL6QJP9VYwx23JyclaffTMMzUvkqqfvjc3bt+usc3V1RXQJnQZDAZKSkpwcXGR07gs9vq1V69eMrPHcSqXo+AzZMgQmdM0ZcoUhg8fLp1CcXFxsp1r2LBhuLm5scbev6WLlA9L/aQEH4VC0SjQbckZGXDrVv2upd6wWuG117QZ3dXRt73+urInf1caqOBjtWpde3o2t8NwE4VCoVAovhV6/bR+fSCDBw8GqqYk7d27V25zFG3S0tJkG5VjW1f15/rxa9asoXnz5oSGhmKz2XjmmWdki9Xy5cvx8PCQwlJycjK9evWSIlJ6enoNx07v3r1p2rQpt27dIiMjA29vb+lKqi7w6K/btWtHu3btMJvNrFq1yumYNWvWUPqLX8haKc/xAqn66Xtzy/7fkSN6mxZok9hAa+W7evUqBoOBa9euAdCtWzeZ5dO8eXOys7MxmUy0b99ebh88eLCcyBUfH88rr7wCQPv27YmIiJCCz6BBgygrK5OTvUaNGsv8+XDypBYJMWLEPfjl7yNK8FEoFI2Ctm2hdWvNjbtuXX2vpp7YuhXuEJCHEJCdrR2n+PY0QMEnKUlzmY8aBWVl2rYnnlA3IBUKhULx3RgzRnP6nDwJ/ftrYs3mzZvp06cPoIk/uvOnZ8+egOas0V0S1XN89OcbN24kNjZW5u888cQTXLdnukRERDB9+nTc3d05d+4cmZmZTtO4qk/ncnd3l44gvc3rm6Z3jR8/HldXV06dOiVbg6qLQN26dSM6OpqysjI2XLlCIfAjoDOQ73iRVP30vSivRSCz2WyyrSsgIACApk2bAtCmTRuOHDkCaK1d5eXlBAYGyqDtrl27cvToUWw2Gy1atCAwMFC27MXFxTnl9ZSVlUn3z7vvvsuvf/1rysvLCQ6OJD6+I9On6+uBbt0e7PpJCT4KhaJRYDBU3aVqtG1d9i/Eu3acQqOBCT561151bU+5zhUKhULxXfH3h6FD9VdVgo/umNm4caMMXL58+TIhISEUFRXh6emJh4cHFy5cICwsDG9vb3JycigtLSU2Nhaz2cyGDRukMJTsMPkqNzcXLy8vJ1dOfHw8JpOJY8eOcfbsWSng6OPWHQUex5wfvc1rwoQJGI1GDh48yMWLF/Hz82OE3bpRPetHbwVzFJb+C3QC5gDXgVrvHar66VtjtVqx1bHP19cXQIZ1u7u7A9CxY0dO20e5l5aWAs75PQMGDJDtXIMHD2b79u1YLBaio6Np0aKFk+CzefNmLBYLLi4uFBQU8PHHHwOQn98ee2yQ5EGvn5Tgo1AoGg264JOW1khdt/Y7JHftOIVGAxJ8VNeeQqFQKO42ev20a1csbdu2xWKx4OfnB+Ak2jhO61q/fr0UVNauXStHsq9cuVK6fJYuXcquXbvk5yxYsIDw8HBKSkrYtGmTk+MmKChIhkGvWLGCIUOGEBAQIMetjxs3Djc3N06fPs3JkycZNmwYfn5+5Obmsnv3bkJCQqQwtWLFCqCmo6d6K5jjMRuAHCAW2AY8WduFUvXTtyYvL6/OfdWDm3VxJ9heZ8XExJCZmQnUHdjsmN8TFxdHVlYW586dw8XFhaFDh8q8nueee44PPvgAo1GXRdYDvYHVgFY4Pej1kxJ8FApFo2HQIO1O1Y0bYM95a1wMHgyRkZrdqTYMBm2Mk70fX/EtaUCCj+raUygUCsXdRhd8tmyB0aO13J0jR44QFRVFWVkZgYGBgOb8GT58OFB3Xo9j1k9qaionTpyQn9OmTRs5cWv58uVMmjQJo9HI/v37uXTpkpOLp/q4dUfHTnJyMm5ubk5tXlCzrWvSpEkYDAb27NlDTk5OrRO/Bg0ahJeXFwAJwCFgQPULpOqn78zpU6fq3KcLPHpez2V7YaMHLvfq1UsKhV26dOHQoUMA9OzZUwY5DxkyROb3OLZz9evXD19fXyn4jB8/njFjxmCz2dCkEW9gP/AaUKXuPMj1kxJ8FApFo8HVtSq4tlG2dZlM8MEH2vO6RJ/333+wZ0/WBw1I8FFdewqFQqG427RsCR06aO6GwEBNxFm9erUUXPbt20e7du2wWCzYbDbc3Nw4d+4cbdu2BWD37t306tULg8HAgQMHiI6OJjAwkLKyMuLj451atxxbsYKDgxk4cKB8rYsxO3bsIDc3Vwo4tY1rB2eBRwgh379lyxby8/Np2rQp/fr1k+d3fE9SUhI2mw0XFxemTZsGQFPAS9VPd4WTBw/Wua/MHj5otVrx9/fnwoULADLjqUOHDpw5cwYAo9GI1WolMjKSq1evUllZSXh4OCEhIezfvx9wnsg1cuRILly4wKlTpzCZTIwYMYK0tDT7Jw8HLgBvAn8DXGqs7UGsn5Tgo1AoGhWNPscnIQESE6FZM+ftRiMsWaLtV3w3GpDgo7r2FAqFQnEv0OunU6f6ExQUREFBAa1atQK0Ni1d/Fm/fr10+ehCjxCCPXv2OI1z149v06YNzz77LKAJNfrErWvXrrFnzx4nEScqKkqeLzU1tca49eqOnbFjx+Lm5saZM2c4ceIELVq0oGvXrthsNlbaZ25XF4liYmIwmUzk5eXJqU264JMUGIgtIsL5wri7a3WVqp++E+ccnF21ERISAkB0dDSgBXkfO3YMAA8PDwBiY2PlturtXNu2bcNms9G6dWsiIiJIT08HtPyetWvXAlrmj7+/v4PgEw+EAP8fMK3WdT2I9ZMSfBQKRaNi3DjtBkxmJthvGDQ+EhIgK0ubUT9nDnh5aWMIqhcxim+mshJKSrTnDUDwUV17CoVCobgX6ILP2rUujB07HtBabXx8fLh69Spt2rQBNDFHb6VybN9KSUkhNjYWgH/84x9OrVPjx4/HxcWFY8eOkZ2dLd+/fPlyKchs3ryZ/Px8p7au6uPWw8PDnRw7vr6+jBw5Uu4Hakzv0l9nZGTw1Vdf0adPH6z2oJaZM2cCmivEz8+PqzdvsnvRIq1++ve/tQtisUBc3A+8uo2Pc2fP3nG/Htzs7+8PQKdOnTh//jxQle3Tt29ftm/fDtw5v+fQoUMUFBTg6+tL7969ZTvX2LFjKS4ulu8LC4uvcz0Pcv2kBB+FQtGoCAzUsnygEbt8QFO9hg2DZ58Fu32ZZcvqdUkPJLq7x2gE+/jQ+kTv2qsttFkXgZTrXKFQKBTflX79oEkTKCyE1q2r2rrGjBkDwMWLFwkODubmzZuEhYUBsHPnTtmStXr1aubNmwdoQlGvXr3kFK/Lly/LQGbHtq7ly5fTokULunTpgtVqJS0trSpEecMGbt26VSOXx7HNy/F19f3r1q2jtLSUNm3ayCDq559/nqKiIile7dixAyEE7u7u0pG0LDlZq5/eeAM6ddL63FJS7tZlbjRkXbp0x/16Xo8uvumBza1bt+bw4cOAJvjs3LkTgD59+sjw5ur5PXo7V1xcHEII6fYZO3Ys69atw2KxEBsbyyefxNa6lge9flKCj0KhaHTYbzap72edqVO1x2XLalcKFHWjCz5BQZro0wBISIC+fWtuj4xUrnOFQqFQfD9MJrAbb8jPH4OrqyunTp2id+/eAKSlpTF+vOb82b17N927d0cIwcWLFwkICKCyshKr1Yqvry9CCHbv3i0ndzk6eZKTk+XErTNnznDy5EmnfR06dCA2NpbKykrWrFlTY9y6o2Pn5s2bTJw4EYPBwL59+8jOzqZLly7ExMRQVlbGunXrOHPmDDdv3pS/5x/+8Ad2796Np6cnWVlZHLRnzUy110rLli2TYoRT/aT4TlwvKLjj/nx7faU/6iPae/XqxZ49ewCt7auoqAgvLy+sViu3b98mMDCQpk2bSlFo2LBhTuPYd+zYQUlJCaGhoXTr1k22c02YMIFHHgG7VunEg14/NYzqVKFQKO4jui1582awu0IbN2PGaG1dFy/CHUL0FNWwWsFeRODp2WBmdZaXg72lnc8+gwULNPf5hQsPbrGiUCgUivpHr5/WrfNn6NChAFRUVGAwGDh06JDM6HGc0PWvf/2LwsJCQGvLeeWVVwBnJ09ycrJTIHNZWZmcuLV8+XLpylmzZg1lZWVODqDq49ZjY2Pp0KEDFouFVatWERYWxoAB2lytlJQUDAaD0+e+8cYbMgzY3d2dP/7xjwQEBEjxapldzBk7dixeXl5OIpD8Ul23Dm7d+uEXuLFgtVKkt8NXQx+PXlxcDCDbuHThJzo6moKCAtzd3eU2x9HsgwcPZuvWrQghaN++PQEBAWzbtg3QWvP0di5dbFy1ahUA8fHxnDgBubnakJe0tIenflKCj0KhaHTExkLbtlrbtT23rXHj5VU1vkzdpfp2JCVBTAz86lfa6+xs7XVSUn2uCoCNG+H2bS2X+6WX4MknNff5g2hDVigUCkXDYfRocHODM2egTx9N0MnIyJBCT1lZGa6urpw+fZrOnTsDcPLkSfn+3NxcmemTlpbGmDFjMBqNHDp0CLPZTO/evRFCkJKS4iTKdO3alejoaMrKyli/fr3cl5aWRmVl5Te2dVXP7dH3p6am8sknn5CQkECzZs2oqKiQgkB1R4+Xlxfj7LWSLgLRuTO0bg0VFWAXDhTfgL1+KqusrHW3Nh5do2nTppjNZvz8/Dh+/DgAJnsx4ziC3TG/Z/DgwU75Pdu2baOiooLIyEjatm3rlN+zf/9+rl+/jq+vL4MHD8Y+qI2RI2H8+IenflKCj0KhaJQ0+mld1VFtXd+epCR49FG4fNl5e06Otr2eRR+9YJk0qe7wZoVCoVAoviu+vto/gAGE0AqprVu3yuDk9evXyyye8+fPExQUBMDLL79MQEAAeXl52Gw2mjZtSnFxMUePHmWwPQV3xYoVTkKNPnFr79695OTkOAlA/fr1IywsjOLiYjZt2lRj3Lp+7OrVqykvL5evN23axOnTpzlx4gRNmjShoKCA06dPs2zZMh5//HGgSsyJj4/Hzc2NU6dOSbEhwW7zkG1dBoNq6/ouONRPlmq7HDUV/b8bPQuqY8eOZGdnYzAYyMvLA5wDm/v378/WrVuBuvN7Ro4cybVr1zh8+DAGg4HRo0fLSW2jRo3Czc1NRj3o0Q8PC0rwUSgUjRJd8Fm1SnP6NHri47XbdqdOwTeMymzUWK3w2mu1i2L6ttdfr7f2LputSsS0178KhUKhUNw19Ppp+/YWdOzYEavVipeXFwAbN26UIc4rV66UIorNZpOhxykpKVKgqZ7d4xjI7OXlJZ1DjmJQamoqNpvN6RzVx6337NmTyMhIbt++zYYNG2jdujWdOnXCarUyYMAAfvrTn0oHki7w6I6elStXUlFRgZ+fn2z70Y+ZMGGCFIFO6LWS3uuzahWUld2lq/wQ4lA/2YDqVZRj1eTn5weAm5sbAKGhoQC0bdtWttO1bduWc+fOYTAY8PPzo7CwEG9vb5o1a0ZmZiag5ffogs+oUaNYt24doLmDQkJCnPJ7rl0Du2FICT4KhULxMDBggDaxq6AA7AH/jRs/P7DfoVN3qe7A1q01nT2OCKG1d9nvNN1v9u2Dq1ed78IqFAqFQnG3qBJ8YNQo7V/GBw4coGXLllRWVrJw4UL7/u0MHz4c0AQbvZVr+fLlUqxx3L5161aCg4Np06aNDGR2FIMGDhxIcHAw+fn5bNu2Te5bsWIFNpvNyR1UPacHoFWrVoCWBdOmTRueeOIJuR6r1Uq/fv2IiIiguLhYhvw6tnWBJkTobibZ1tW7tzav+/ZtLctHUTsO9dPFOg5xtz9WVFQAUGAPdrbY78x2796dQ4cOOb2nY8eOMqB5wIAB0vXTpUsXhBDy+BEjRji1c129epX9+/cDMG7cOFau1Eq43r0hIuKH/rINCyX4KBSKRomLi9afC/Dxx7BwIWza1GByd+sHZUv+Zq5evbvH3WV0O/LYseDufudjFQqFQqH4rkRHa9E1VisUFGjqz8qVaxg6NA6A/fv34+npic1m4+bNm/j7+3P9+nUCAgJwd3fn3LlzhIWF4efnx7Vr17h+/TrdunXDZrORlpbmJNw4tmLdunVLBkEvX76c4cOH4+vry9WrV9m7d688du3atZSWljoJQr/73e9YYe93NhqNZGRk8KMf/Qh/f3+uXbvGjh07MBqN8rN1MWfSpEm4uLhw5MgRzp49C9QUgTAYqlw+qn6qG4e66Fgdh7jaH/W2LT2wee/evYDm9LFYLISFhXHmzBnAOb9nyJAhTvk9+vj1Ll260KRJE+nwGTt2LKtXrwa0qV/h4eFO7fAPG0rwUSgUjRZ99OLixfDUUxAX12Byd+uHSZO0ZLrDh+HcufpeTcOkadO7e9xdRi9YVDuXQqFQKO4VsbHa49y5fYAQbt8u4quvkgFtfPYzzzwDaO1R8fZZ7uvWrZMtUo7bHadwOYo8aWlpREdH07FjRywWSw0xyM3NTU7SWr58eY1x60OGDMHf358bN27wz3/+EwB/f39sNhs7d+7Ezc1NOo2qt3UlJydjNpsJCgoiLi7O6ZhJkyZhMpk4fPgw5/RaSb9hlpoKdYQRN3oc6qJDdRxSan+0WCz4+fnJAGd9ipr+2nEqV//+/Z0EH8f8Hsdx7Pv27aOgoAB/f3/69u0r83vi4+O5fbtq6OrDWD8pwUehUDRKkpLgvfdqbm8gubv1Q3BwVR9Qo7wA34LBgyEysu40ZINBs3bbQyjvJ+fPa+PYTaaqoWsKhUKhUNxNkpIcSwQT0A8AIfIBI0II+vXTtq1bt05OtnJs5XIUdhy3r1u3jo4dO8pQ54yMDCeRZ9SoUXh5eXHp0iUOHTrk1LZlMBicjnV1daVbt27aKk0m5s2bx4svvghAYmIi4OzWsdlsDB48mJCQEG7evMmmTZtqHAMQHBxcQwRiwAAIDYXCQm2Ot6ImDvVTZh2H2AB3uz25WbNmgDapS+f06dOAlsGjt2NFRkZy7do13NzciIyM5PTp0xgMBgYPHuwU2Ky3c40aNQqr1Sr3TZgwgfXrobxcu+nbqdNd/r0bAErwUSgUjY4Gnrtbv6i2rjtjMsEHH2jPq4s++uv336+XGZ56O9eQIWAfcKFQKBQKxV1Dr5+qWAOstz93A7TWpkOHjtCiRQvKy8sxGAyylSs2Nhaj0ciBAwfo2LEjbm5unDlzBhcXF3n8+vXraxWG9BYcPRR6+fLljB8/HldXV06dOsXJkyflsampqVgsFl6zL7ZJkyY89dRTPProo4DmMCovL2f06NH4+Phw+fJl9u7di4uLizyHLuZMmTJFTgu7dOkS4DytC9C+8+1ik6qf6sChfjp5h8MCAgIA8PDwAJCiHSDdOwEBAVRWVhIaGsqFCxcAzfWz0x7K2aNHD27cuMGlS5dwc3NjyJAhTvk9W7dupaSkhLCwMHr06OHkjn4Yp5sqwUehUDQ6Gnjubv0yZYr2bbd7950vUmMmIQESE8F+90kSGalt13v57zMPc/+5QqFQKOof5/pJAG8D5Wj/pKwEBgCwZEmyU6aOHnS8efNmBg0aBEB6ejojR44EnKdwOU7uWrFiBd26dSMqKorS0lI2bNjg5OLx8/NjxIgR8n0DBw7Ez8+PgoICtmzZwtixY/H29iY3N5d9+/bRu3dvIiMjKSkpYd26dXh4eMjpYdXbuvQw57CwMDk6PslubXrkkUcwGAzs2bOH7Oxs7G/EvrBGesfwW2Cvn+4UGmCwKy4lJSWAlrkEmgBkNpsBuHnzJqDl9ziOY3fM79HbuQYOHEhZWRl79uwBNMFQn841fvx4hDBi7+56KNu5QAk+CoWiEdLAc3frl6ZNNWsywL/+pdKs6yIhoWp+J2jN3xcu1JvYU1BQJVAqwUehUCgU9wLnusgALAd+A8Tbt+UDHly7liXHnqempsqwZUfHTl3PV65cyaBBg/Dz86sRyJycnEx8fDwmk4mjR49y7tw5p31ff/01t27dAmDJkiV4enrKrKBly5ZhNBprtGg5vhZCEBcXR0BAANevX5cTn6q/Jzw8nIEDBwKaMARoLfGBgZCXB//9r6qf6iIhgTJjTQnC1VWLbNbFHF1I0/N79NZAT09PKd5UD2x2zO9xbOfasGEDNpuNjh07EhkZKQWf+Ph4du6EGzcgIADsWuRDhxJ8FApFo6OB5+7WP3oa43//q9Ks78SNG9pjaCiMGFEvbVw6q1ZpNWWnTtCyZb0tQ6FQKBQPMTXrolDgn+itXJAGaC1XWVlZhISEUFhYSFBQkGzl6t27NwBbtmxh0KBBsl2qefPm8vhdu3ZJocZRDEpJScHPz4+hQ4fKfXr71549e3j++ecR9t58fVy73saVmJiIEEKKNytWrKCyspJx48bh6enJ+fPnOXToEG5ubnJUvC7w6C1c27dv59q1a0At07pcXaFrV+35r36l6qc7YLWHLzuiO3kqKipwd3envLwcHx8fjh3TZnr5+/sD8OSTT8qpXS1btiQrKwuj0UizZs24cOECJpOJ/v37S7fPqFGjnNq5Tp8+zZkzZ3B1dWXUqFGyHT4+XvsTPowowUehUDQ6GnDubv2TlARz5tTc3qjTrOvAXvTJcW/1iF6wPKx2ZIVCoVDUP3XXTxPQ/ll5CH9/zSaxYsUKKZxs2rRJOmIOHDhA165dsVqt7NmzhwF2V/HKlSvl8Y5tXcuXL2fQoEEEBgZy48YNduzY4dTWFRoaSnh4uFzJW2+9JUe+79y5k3HjxuHh4cG5c+c4fPgwAwYMIDw8nKKiIjZu3Ii3t7d0j+jijS4SJSUlYbPZiIyMpG/fvgghpKNHF4G2bt1Kbm6uVh/Zg56dUPXTt6KiokI+j4iIAKBt27aUlZXh5+fHiRMn5La8vDzc3d3JzNTin3v06CFFoN69e3Pq1CmKiooIDAyke/fuToKP7u4ZMmQIfn5+jWK6qRJ8FApFo6MB5+7WLyrN+ruhCz4OhWZ9UFEB9izLh7pgUSgUCkX9Unf91AQYAsD48eUYjUYOHz4sp3U5OnGqT+iq7XlycjJjxozBzc2N06dPc+7cOae2MP1c27ZtY9q0adJ1Exsby7vvvus0bt3Hx8dJ0DGZTFIwqj6tS3cBjRo1SoY56+1D1R09zZs3p3fv3gghSE5Kqp5mXYWqn5zQs3lqw9fXF9DatgACAwMBTcQ5cOAAoI1sB62t7n//93+BuvN7hg8fTmZmJteuXcPLy4tBgwY5tXOdOgWnT2vOHnsW+EOJEnwUCkWjpK7c3eDges3drV9UmvV3IzdXe6xnh09GBpSUaFb7nj3rdSkKhUKheMipq37y85sCwJUrGxgyRBN/CgoK8Pb2Jicnh1atWgFaK5c+1nzdunVy6tamTZvo2bOnPP7MmTMy1Lm6SBQZGUlP+xdeUlISLi4uAJw7d468vLwaAo7u2Fm6dKnT6+TkZCwWCxMmTMDNzY1Tp05x/PjxO4Y5b9q0ifz8fKdty2bNgsuXsQF/BzZXv2iqfpLoLVq1oY9kv337NoAMaW7WrBlms5nw8HCOHz8OQHBwsHxfWVlZrfk9ju1ccXFxVFZWysyf+Ph46e4ZPhz8/O7Wb9jwUIKPQqFotCQkQFaW9g/msWO1bePGNVKxB1Sa9XelgTh89HauSZOglhxEhUKhUCjuKo71U4cO2rZXX50CaC1OulCTlpYm3TV79+6lS5cuWK1WLly4QExMDGVlZZw9e5ZOnTphtVpJT0+Xx1d3/4wePRoPDw+ysrI4cuSIdOl4eXmxYsUKevTogc1mIzk5WY5bz87OZu/evTUEnSFDhhAcHEx+fj6bN2/Gz8+P0aNHA3WHObds2ZJu3bphtVpZYVcK9LaujIMHOYGWXvRH4CmguLYLp+on6cSpjdLSUgBycnKAquBmfXKXY0jzW2+9Jd/36aefcvnyZVxcXOjatasczz5y5Eindq7169djNpuJjY2lTZs2TvXTw4wqDRUKRaPGZNIGK/zud9rrtDSwu0UbHyrN+rvRABw+QtBoChaFQqFQNBz0+umnP9Veb90aTffu3bHZbLi5uQFay5U+Nt3RpeM4hj05OdlpJLvj9kmTJslQ55s3b0o3UHJyshRbKisrGTBggFM4s6enp3ToJCYm1hB0XFxc5FqqCzx6m5ce5nzhwgUOHTrkdIz+ntjYWDp37ozFaqUfsAHwRBtW71vbRVP1E/v376+xzWTPUCgtLcVoNGKxWAgICOD8+fMAXLULZe3btyc7OxsXFxfKysoACHOowZo0acKuXbswm820aNGC0NBQOWnNMb8nPj6e69dhxw7tfQ97/aQEH4VCoQAGDoQmTZzHWzc6VJr1d6MBOHwOHNDyIL29NUuyQqFQKBT3Ez07bts2GDVqiv35Nin+WCwWXFxcOH78OD169ABg7dq1jLVbq1NTU6U4s2bNGuLi4uTxRUVFMtQ5JSVFikdz5syhffv2dOjQAYvFQmpqqhRj0tPTyc/PrzGdy/E1OAczW61WJk2ahIuLC0ePHuXMmTO1hjnrn7F+/XqKioqwWq0EBQUBmqOnE7Af+DHa0HqJqp8kp0+fvuN+XcBpaR852rp1a/bt2wdUTfLq1asXO+xqzTPPPEO3bt0AuHbtGr/4xS8Azd2TkZGB2WymVatWtGzZklWrVgGa4LNypXbTrGdPrfR9mFGCj0KhUAAuLmDPA8Q+gKHxodKsvxsNwOGj95+PGQMeHvW2DIVCoVA0Upo31/7RLAR4eWnunHXr1smx6uvWrZOZPSdPniQ6OpqysjJu3bpFkyZNuHnzJrdu3aJ58+aUlpayd+9eebyjK2jx4sV89tlnAFy4cIHjx48zbdo0QBNx2rRpI1vGUlJSGDduHF5eXly4cIGDBw86CTqnT59m+PDh+Pv7k5uby44dOwgKCmK4/c5Jba4fIQTt27enffv2mM1mVq5cyfz589m8WUvsMRoMrAPaq/rpjlyxt2s5YrVapcvH29vb6bFdu3YUFBTg6enJpUuXABg6dKjM7BkyZIjc7unpKUOdq49jP3DgALm5ufj4+DBkyJBG5Y5Wgo9CoVDYsbuISU6ufVBVo6CuNMaAgEacZl0HDcDh0xjGiSoUCoWiYWPXZNizpxMtW7akvLxcOl/WrVvH+PHjAef2rZSUFDmGfcWKFU4TuhzbuvTtW7Zs4fjx47JdLDU1Vbp01q5dS3FxsZOLx8vLSzp0EhMTCQwMlA6hZcuW4ebmJqd51TatC6iR/eN4zLJly5g+fToJCQk0a9YMmxCs/fnPa9ZPISGqfnLg1q1btW738fEBqnJ89Gle+uSuvn37stVuwW/Tpg0XLlzAZDLh5+dHQUEBvr6+bNy4kStXrmAwGIiLiyM1NRXQBJ+VK1cCMHr0aCwWN9at0z63MdRPSvBRKBQKOyNHgpeXNkjBPv2xceKYxvjUU9q2Ll1UseKI2Qz2KR314fCxWmHRIjhyRLt5qIeOKxQKhUJxv9FvmKWnG4iP117s37+fli1bUlFRgZeXFwC7du1isL2tKTU1tdZR6ykpKVIg2rlzJ2VlZXJ6U2BgIH/4wx8ATZTp2LEjbdu2paKigrS0NCn4rF+/nsLCwm9s69LFm6SkJGw2G1OmTMFoNLJ//36ysrLw8/Nj1KhRQJXrx9/fH4DVq1dTWlpKYmIiL7/8MgCLz52rqp8GDtQuymOPqfrJgUr75K3q6M6ca/abaXp+jy4QdenShXPnzmE0GqUo1KdPH9naFRcXR2ZmJqCJQxcuXODy5csYDAY6duwo83tatYrnT3+CsjLNndalyz36RRsQSvBRKBQKO56eVf9wTk6u16XUP3oa49//rr3eskVNl3AkL0+zgZlM4DAa9H6QlAQxMfDkk9prvQc9Kem+LkOhUCgUCkCb1NW6NVRUQEjIFECb0KWLOFu2bKFv376AFsAbHBzMzZs38fDwwNvbm+zsbLy9vQkKCiI/P5+srCz69OkDaO6MiooKAHr06MErr7yC0Whk3759XLx40Wnkup7rYzabSU1NJT4+Hnd3d86cOcOxY8eYPHkyRqORAwcOcP78eTnN6/Lly+zZs4fQ0FA5Uj7J/qWqi0JLly7l5z//Ob/+9a/x9fWlvLyc1NRUDAYDjz/+OAAbNmwgv7DQeRrIsmXaXRoF1jtcB30Uu81mo0mTJhQVFeHh4cGJEycA8LD3rXfr1o3du3cDMHz4cDmCffTo0axevRrQ/puZMWMGAEIIevXqJXOA3n13PP/+t/aZBQWNI8ZBCT4KhULhgH6XqjF8AXwroqOhXz9NVbDfEVNQ1c4VEnJfe/KTkuDRR+HyZeftOTnadiX6KBQKheJ+YzBU1U/Hj/cnNDSUwsJCmjdvDsDKlSulmyc1NVW2cq1atcopvNnR8aO3dV25coWQkBBAC4P28PBg6NChgObU0QWf1atXU1JS4uTi8fX1ledPTEwkJCSEYcOGAZqg4+HhIQOj65rWNXnyZEwmE8eOHeOTTz7BYDDI8OnFixcDWotRt27dsFgsUihi1Cjw99dulm3bdheu8oOPLt44YnDIPNLbAJvZ2+I6d+7MuXPnMBgM5OXlAVpmj57f079/f7bZr+2wYcOk+DNu3DguXLgAQEREBAUFBfZPCACqRvGWlDSO2kkJPgqFQuFAfLwW4JyZCWfO1PdqGgj2O1csWVK/62hI6IHN9zG/x2qF116rPV9K3/b66+pGokKhUCjuP3qOz+rVJiZM0ASd06dPExoaSlFREU3tI8k3btwo26QcW7kc83qWL18utxuNRlJSUmpt3UpMTKRr1660atWK8vJyVq1a5ZTrc+vWrTqnc9X2WgghhaadO3eSk5NDTk4Orq6uALi7u7NixQo++ugj+++6msLCQgDp8tFFINzdq1QwVT8BSGeOI8KhqNFzfPScpnB7jdWxY0d27doFaFO7rly5gru7O2azGbPZTPPmzcnPz6e4uJjg4GBat27Nli1bAFizZj0mUxv7JxQC7YH3gKrPfdhrJyX4KBQKhQOBgZoTF6oCcRs99ikYbNtW01rSWNEdPvcxv2fr1jtffiG0/Cl7pqFCoVAoFPeNfv20r8SiIoiJmQJoeTy6a2f//v20a9cOs9lMZWUlXl5eZGdnExkZiYuLC5mZmbRs2RIPDw8uXrxIRUUFHTt2xGazcerUKafWrYSEBAwGA7t37yY7O9tJtOnUqRNt2rSR4tCECRNwdXXl+PHjHD9+nEceecTpvWPHjsXT05OsrCwOHjxIs2bN5Cj4t99+mwEDBlBeXg5ATEwMEydOpFOnTnTo0IHKykpW2IvFxx57DICMjAxy9ZtC+g2zxESwVDlLGivbt2+vdbsu8OjZPLojRxeDevToId1B+jEDBgyQoo7jRK4xY8aQnp6OxWKhbdu25OTEYLVm2z+pK1AC7AcM9s94+GsnJfgoFApFNfS7VKqty06zZjBokPZ86dL6XUtDwGqFnTudX98Hvm2EkopaUigUCsX9xmismniUnT0CHx8fcnJy6NSpE6BN4tJdO46tXBs3bpRtVitXrpQuj8TERKex6/rz1atX4+PjI8Ofly1bJgWftLQ0ysrKnASggIAAp+Dl8PBwBtlrmqSkJLy9vWVIdPUw51mzZlFSUsKgQYMwmUycOnWKkydPAvDEE08AsGjRIgBatmxJ7969sdls8jyMGAFBQXD9OtjHtzdmDuzfX+t23UF148YNANmOlWMf4a4HZXfq1Ik9e/YANfN7dMFn3LhxciLXhAkT7MeUAdFoQs9M4P+rsYaHuXZSgo9CoVBUQy9Ydu6sMnI0elRbl4aemPzFF9rrtWu11/ehAdzuhr9rxykUCoVCcTfRb5itXOnB2LHaSPSrV69K8adt27aAJvjEx8cDzq1c7777rvxH/8KFC6XIs27dOqKjo2ndujXl5eU12rp69uxJTEwMpaWlrFmzRu5btWoVt2/f/sa2LsfcHiGEfG2xWHj22WfZuHEjY8aMAapathyDmvU112jrcnWtmtCl6idyjh6tdZce2AwQGhqKzWYjPDyco/bji4uLAS2/JyMjA9DyfY4dO4bBYKBTp04cPHgQgBEjRrBq1SpAE3yOH9ft+pMBE/BjoGY7/sNcOynBR6FQKKoRGQm9e2s2z5SU+l5NA+HRR7VUxl274OLF+l5N/VDPicmDB2v/bdaFwQBRUdpxCoVCoVDcb4YPB19fzS3RpYuWX5Oamsq4cZr4c/r0aSIiIigpKcHb21uGIXfo0AGAwsJCPDw8cHFx4fz58wghaN++PZWVlaSmpjo5fhLsQsqOHTu4cuWKk4jTrVs3WrZsSVlZGatXr2by5Mm4uLhw5MgRzpw5I9+7fft2rl696jTNKzExkejoaPr27YsQgt69e+Pq6urk6BFC1BrUrLd1bdu2TbpT5A2zZcugjpHkDz32+qm4thBCO97e3oAm+ADExsZisVgIDw+XYk50dDT5+fl4e3uTn58PaO1euuunV69eZGVlcePGDfz9/enXrx/79qXaP2FyrZ/bGGonJfgoFApFLeg5e41+PLtOeDjYp2I0yrtUDSAx2WSCDz6ofZ8+5OL99+/r0DCFQqFQKCTu7mDvjqKgYDyurq6cOHFCjmR3dPNs2LBBtnL99re/led44YUXnCZrOYo8jq1bAQEBDBw4ENBas/R9qampVFRUOAlAQUFBxMXFAVpbV2RkJP369UMIwfLly/Hz85OTv5555hkyMzNrtGxNnjwZd3d3Tp48yZEjR4Cqti7d0RMVFcWAAQMQQrBUb4EfNkyb6JmfD/bpUo0Kh/qpstoug8NzX19foCq3RxeA+vTpI50+epbS4MGDpdPHMb9n7Nixsp1r7Nix7N27lxs3buDtHQDUVHQaS+2kBB+FQqGoBd2WnJ4OdiepojG3dTWQxOT4ePD0rLk9MlLLhNSd4wqFQqFQ1AdV07r8pchSUlKCq6srJ0+elCPNU1JS5Hj2vXv3yvHcmZmZTgHNjlO3WrVqRYsWLaRzx/G4Pn36EBUVRUlJCevWrZP7Vq5cWSPXB5zbui5duiRFBbPZzM2bN5k2bRoGg4Ht27dz6dIl/Pz8ZNaPLvDojp5NmzZxzZ4BUKOty8UF7C1ijbl+qu12mKBKjCgvKQGQ17GoqAiAkJAQ6ajat28fAHFxcWzYsAHQsnzWrVsH1Mzv0QO1H3lkAv/9r2uNz28stZMSfBQKhaIW2reHtm2hshJWr67v1TQQpk7VUhn37YNz5+p7NfeXBpKYnJ4OZWVar3l6OixYABkZcOHCw1+wKBQKhaLhM368Fl1z6hT066fZpdesWcPw4cMB7R/0/v7+XL9+XYo8AH/84x8B2Lx5MwMGDMDV1ZXMzExMJpPTSHbd8aNP6wKtheratWtOWTy9evWiefPm3L59m7Vr1zJlyhSMRiP79+/nwoUL8r2bNm2if//+XLV/f9tsNvz8/GjWrBlDhgwBYIldqKne1tWiRQv69u3rFNT86KOPYjAY2LVrFxf1Fnj9hllSklZYNibs1/V4Hbvd7Y+FdsEnPz8fk8kkp3I5uno224Ovo6OjuXbtGp6enri5uXHz5k0CAgIIDw/nyJEjGI1GxowZQ7Ldpj958mTsp6d378ZXOynBR6FQKOpAv0ul2rrshIRoDfrQ+O5SNZDE5GXLtMeEBO1P8eSTmlv8YbYiKxQKheLBwc9PG04FUFmpOXh27dol3T6pqalMmDABgIsXL9KuXTsAwsLC6NWrFzabjfT0dKfJWo4ij2NbV5MmTWTWzvLly+W+FStWUFlZ6eTiCQ0NlW1by5Yto0WLFrRr1w4hBFeuXKFdu3aMHj0a0AKjoeYkrvj4eLy9vblw4QJ79+4Fajp6IiIiaghFDB6stcYXFoJ9slSjwV4X1eV/LnN4HhISAmj5PYWFhXh5ecmpaFFRURQXFxMQEMClS5cAGDp0KOnp6YA2qWvt2rUA9O/fn+vXr3Pu3Dnc3NwYM2aMrJ9efLHx1U5K8FEoFIo60HN80tKgoqJ+19Jg0O9SzZwJCxfCpk33bSx5vaInJhsMte+/D6l/FgvY3cmN4o6UQqFQKB5M9PopPT2Cfv36Oe3bvXs3/fv3B2D58uW88MILgCbmOAo7tYk8q1evpm3btkRHR3P79m3WrFnjdFz//v1p2rQpxcXFbNiwQb4vJSWlRq7PoUOH5PhvPz8/tm7dyk9+8hOgysEzdepUTCYT+/fv58yZM3h7e8s2NF0E0j9/27ZtZGdnA7W0dZlM2nAHgA8/bJT105Y7HKILElb79QgLCwOgZ8+eHDp0CICyMk0aGjZsmBR5Ro0axWq7Db+udq6RI0dSUODLvn2aSX1y7dnNDzVK8FEoFIo66N1buzFx65Zm/VSg+bRBa+l66imIi7tvY8nrlQaQmLx5s5b5GBwM9puHCoVCoVA0OCZN0r4a9+6FuLgpAGRkZEjx509/+hPu7u6cP39eOny2bt0qnTF6m5WLiwtHjx7F3d2d2NhYKioqWLVqlZNwo7dxbdmyhby8PKe2rr59+9KsWTNu3brF+vXreeSRRzAYDOzevRtvb2+ZJ3Tr1i0sFgsTJkzA29ubrKws9uzZQ0hICCNHjgSqBB5dzFmyZAk2m43IyEgG22/26EHNU6dOle1jZ8+e1S5KuH0U+Lp1jbJ+2n+HQ3y9vAC4efMmABaLBYBmzZphtVqJiYnhwIEDgNbatWWLJh/16NFD5voMHjxYCkETJkxwaufSL/HgwWAfAtaoUIKPQqFQ1IHjnYCPP25cN2RqJSkJnn++5vb7NJa83klI0NL9AgKct9+n1D/djjxlipYBqVAoFApFQyQ8HOwmHi5f1uw+6ekbad06FoCCggKioqIAzRmjt2Xt37+fHj16YLPZ2LRpkxRbli1b5iTy6K6a1NRUwsPDZStYcnKy3JecnIzFYnESgJo2bSone6WlpbFu3Tr69Okjp2p5eXkx2V746W1dTz75pHwthGDs2LH4+/uTk5PD9u3bgZqOntDQUJlZtGTJEq0++t//rXmhGlH9lOPmVmOzLkRU2GxA1YQu3Smlvx40aBDbtm0DICAggLKyMsLDw+Vx3bp14/jx41RUVBAdHU1gYKBsuZs4caKsn/Ts7MaGEnwUCoXiDtjbiVm5snHdkKlBAxhL3iBISAC7/ZwxY+5b6p/NBsuXa88ba8GiUCgUigeHVq20x6+/bgO0x2IxM2/eYrn/rbfeApxbtu7U1qU/X7VqFR07dpQTudauXes0un3gwIGEhYVRWFhIRkaGU67P0qVL5bjvxYsX4+Pjw1NPPQXUzO1ZsmQJVquVKVOm4ObmxokTJzh27Bju7u48Yu9Z010/jz76KEajkT179nD+/Hmgmgik6ifKzeYa21zdtcjm8vJyXBzuZF26dAmDwUBWVhagOX3KysoIDQ3l9OnTgNbOpWf2OI5jnzBhAqmpqQB2R1lTduzQzqu3GjY2lOCjUCgUdZCUBH/9a83tjeWGjBMNZCx5g0C/DqNG3bfUv5074do1LQxTz81WKBQKhaIhkpQE8+Y5btFzfCoBX0Br2/Hw8ODcuXO0b98e0Nqyhg0bBmhtXYMGDcLFxYXDhw/j7e1Ny5Yt5Uh2R+eO/jwjI4ObN2/KCVyJiYkMGDCA8PBwCgsLefLJJ1m7dq2conXhwgUee+wxjEYjO3fuJCsrizFjxhAQEMDVq1fZsmUL/v7+chy7LvDootDSpUuxWCyEhYXJUGo9qDkhIQEXFxeOHDnCycuXMQO/By5Wv1iNpH4StQheFQ4BmbrjS6dDhw6yjUvP74mLi2O9PfR6xIgRdQo+ju1cycnaJe7bVzNkN0aU4KNQKBS1oAwt1WggY8kbBPbpEERH37eP1O3IEyeCu/udj1UoFAqFor6oWT8dA/Q7ZEbgFwCsWJEihZRt27bJ1qoDBw7QvXt3rFYrmzdvlq1Rjq1cjo6flJQUIiMj5XuSk5Olq2f58uUIIejWrZt9bVaeeuopOa1r0aJFNG3aVIpMixYtws3NTQpI1QUePcx5+PDhBAcHk5eXR4Y95FF39OjvCQoKkpPGZgIjgX8ACUCtpeNDXD/l5+fXuc/f3x9AOnz0wOaWLVtiNpuJiIjg4MGDAPTp00c+DwkJ4caNG/j5+eHp6cmVK1fw8vKiR48ebNy4EYApU6Y0+nYuUIKPQqFQ1IoytFSjgYwlbxDogk/z5vfl44SocpM15oJFoVAoFA2fmvXTb4AiwA2wAVp4cXp6OuPGjQO+XVuXo+CTlpZGly5daNasGcXFxaxfv94p42fIkCE0adKE/Px8/vnPf7JhwwYAXF1d+eKLL3j66acBWLBgAeCc0+P4OjExkcrKSiZMmICXlxfnz59n3759uLq6ys/Tc3t0R8/hw4c5deoUUCUCvQ9sQfM2/T+gVl/wQ1w/6SLYnbh27RqgZfSA9rcCGDhwILt27QLAZDIhhKBTp04yrHnkyJGsW7cO0Nq8Nm3ahNlspk2bNoSEtGPTJu38jbl+UoKPQqFQ1IIytFSjAYwlbxCYzXDlivb8Pgk+Bw7AxYvg5aXFBikUCoVC0VCpWRctAF4AXra/3gZ0xWazUlFRIdu6OnToAGhtXXp71MaNGxk8eDAmk4mDBw/i7+9PTEwMpaWlrF27VjpxHAWj9PR0iouLZc7O//t//0+2j5nNZjZs2MDUqVNxdXXl2LFjHDt2jISEBFxdXTly5AjHjx9n2LBhhIWFUVBQwIYNG2odx667fpYtW0ZlZSXBwcHS0aOLQAZ7zWQBooE9wKTql6cR1E9paWk1tunXpqioCNAmpXl6esqMHl0ACgkJwWw2ExUVxZEjR4A7j2N3bOdKSdEcZ926QcuW9+zXa/AowUehUChqQRlaquE4lrwu0ecejyVvEOTkaAnKbm73bbanbkceP14TfRQKhUKhaKjUrIsCgC+AZ+2vVwJTAK0dS2/r2r59O71798Zms3Hw4EG6deuG1Wpl69atUgCq3tblGMgcExNDly5dsFgsrFixQraC6cHLL730EqC5egIDA6W7aOHChQQFBTHGfkdl0aJFmEwmHnvsMfkaqgSexYsXY7PZGDx4sMwG0h0m+jELFy7k7bff5rnnnpNXYSLQrpHWTzk5OTW2GY1VMkSIfUJK69atEUIQGxvL7t27AWR71vDhw2V+T79+/dizZw8APXv2lM9HjRrFqlWrANXO5YgSfBQKhaIWlKGlFvSx5M2aOW83GGD+/Hs+qapBoLdzRUWB8d5/hQpRJfg0hsurUCgUigebuuunnkAMUEpAQBCguXHGjh0L1Gzrqq3FKzExUW5fuXIl3bt3Jzw8nKKiIjZs2ODU1jV16lQ5kevFF1/kmWeeATSRqaSkRLZt6bk81cev6+LN8uXLKSsrqzGOvTZRaPLkybi5uXHy5EnZLjZx4kRtTQEBWCIinC+Jq6tWVz3kX/AXL9aIqsZqtWKyi1w+Pj4AeNnvarVt2xarPSTz5MmTALRv357s7Gzc3NwoKyvDZrPRqVMnDh8+jBCCnj17cubMGYqKiggNDaV9+77Y9aGH/fJ+I0rwUSgUilq4k6FFf/2Q35CpnYQEyMrSxpHPmwdhYZoqUZcy9rBxn/N7MjPh9GnNUBQff18+UqFQKBSK703d9ZMB0ASSDh2207VrV6xWK5WVlXh4eHD27Fk6duwI4BTWnJ6eztChQzGZTOzfv5/g4GCaN2/O7du3Wb9+vdO0Ll0YWr9+Pbdv3+bZZzVX0dKlS+nZsyetW7emrKyMlJQUJk6cKHN59uzZw6RJk/D09OTs2bPs37+ffv360bx5c0pKSli1alWt49h1UWjFihWUlZXh7+8vnUMjRoxg9uzZJCYmEhQUxLXCQtI//1yrn2bM0G4amc3Qrt09+Ts0JG7dulXrdl2QKywsBODGjRsAUgjq3LmzPFYXfgYOHChdP3VN55o4cSKrV5uorNQur71bsNGiBB+FQqGog7oMLb6+jeKGTN2YTNo48qefhhdf1LY5z199eLnPgo/u7hk9WhvJrlAoFApFQ6eu+snfXxNkDh1ayZQpUwDNcaOLJNu3b6dXr17YbDYOHz5Mly5dsFqtbN++XU7SWrZsmZOTR3+enJyMu7s7vr6+mM1mkpOTeeqpp+R7ysvL5esFCxbg7e3N5MmTAc3V4+Pj45TTYzQanVq0oOY49n79+hEdHU1JSQmzZ89m1qxZMhA6JSWFZ599Fjc3N/m+rxcs0Oqnl16quovzkNdPVqsVm81W6z593PrNmzdxcXHh3LlzAGRlZQHIaWoA8+zXaeTIkXIcu+Pz+Ph4VqxYAah2ruoowUehUCjugKOh5dVXtW0hIWC/yaOYPl17XLMGrl+v37XcD+6z4KOmcykUCoXiQcSxfrLrKAwf3lOGLgcFVbV1fZtpXbVtT01NpXfv3oSGhnLz5k2GDRsm3SQLFy5kwIABNG/enFu3brFq1SrZtrV27Vry8/Pl68WLF2O1Wmvk9Oiv09LSKC4uZvjw4TRp0oS8vDw2btyIwWCQbV1vvPEGP/nJT7BYLPj7+5Odnc3mzZsBZDvZ8uXLKSkp0S6GXj/Nn69lAz6k6CHMjuiBzWazGQ8PDwBatGgBQJs2bWQ4c0FBAQBNmzbFYrEA4OHhQW5uLt7e3litVkpKSggP1ya/Xb58GS8vL/r3H4E901nVTyjBR6FQKL4R3dDyzjvg4QHnzsHhw/W9qgZC27bQu7c2BuFbjN184NEFn+joe/5RZ8/CkSPaf3/2CACFQqFQKB4Y9Prpz3/WXq9ebWDKFE0g2bZtW61tXZ06dQJg06ZNsq1rw4YNxMXFYTQa2bdvH2FhYURFRXHr1i3S09NlTs6lS5cICwuT78nLy5OizoIFC2jXrh3du3fHYrGQmJjImDFjCAwM5Nq1a2zevJlx48bh7+/P5cuX2bZtG926daNt27aUl5ezYsUKXF1dpdikt3XFxMQAUFFRQefOnRk6dKgcxz537lwA+vbtS2xsLKWlpSTpd3ImTtSsu5cuwZYt9+YP0ABITEy84/7g4GCgKsenRYsWCCHo0KEDW7duBbQMJh09zHnEiBEyLDs+Pp7U1FQAxowZw+bNnpSVQUyMNqGrsaMEH4VCofiW+Phok5IAliyp37U0KOx3rh52WzJwXx0+uh05Lg7s9ZBCoVAoFA8c3bpBq1ZQXg4hIZpgkpaWJluqUlNTpctnx44d9OzZE5vNxtGjR+ncuTMWi4UdO3bIFp9ly5bJ7J7FixfLfBeDwcDq1avp27cvNpuNJUuWSMEnLS2NoqIip3BmNzc36RxauHAh7u7uJNj79RcuXIjBYJAun+q5PUlJScyfP5/XX39d/p4vv/wyERERMjsoMTGR27dvYzAYpMtHF4Hw9AS7ePQw10963o4jQgjc3NwAKC8vByA/Px9Atn/16NGD7Oxs3N3dZcbP0KFDuXLlCqDl9+giz4QJE+ps52osEZN3Qgk+CoVC8R2wO3dZulTLKlYATzyh3cbbuxdOnarv1dw7LBbN3gVw9armarqHqP5zhUKhUDwMGAxV9dO+fT1p0aKFU1vXhg0b6pzW5djWVdfz7du3A5qQcPnyZaesni5dutChQwcqKipYvny5FGy2bNnC5cuXpQCUmJhIRUWFfL106VLMZrM8ft26deTn5zNo0CAiIiIoKirimWeewWw2S1fS0qVLARgwYAAtW7akpKREBglPt7dwbdy4kcuXL2sXQ79htnQp2PNsHjYyMzNr3a4HM+tCzyX7DbUzZ84A4O7uDmgij+7kmT59Ojt27ADA39+f8+fP4+bmRuvWrTly5Agmk4mRI+Ox5zir+snOPRN8CgoKePrpp/Hz8yMgIICf/OQnVT2LdfD5558zbNgw/Pz8MBgMUs1TKBSKhkJ8vNbWdfYsHDpU36tpIISEgL1Q4+uv63ct94qkJK2Ny34niuee07zCujX7LmK1wuLFmn4Gqp2rsaHqJ4VC8TCiCz6rVxuYPFkTa7Zvr5rWZTabcXd358yZM3I6U0ZGRo22LoPBwJ49e2jatCn+/v6YzWYMBgPj7Rbs+fPn89hjj2E0Gtm1axcXLlxwEoCioqIYPHgwQggWL17MkCFDaNq0KYWFhaxdu5a4uDhCQ0PJz88nPT2ddu3a0a1bNywWC8uWLcNoNDJkyBBAE5h++tOfkpqaisFgYPPmzVy4cKFWR0+LFi3k5+oj2xk8WHMMFxeD3a3yUJGUREFeXq27ysrKZJZPVFQUoOX3ZGVlYTKZuHDhAgC9e/fm5MmTmEwmzGYzNpuNDh06SGdV586d2bBhAwCdOg3i/feDKS6Gpk2hb997/Ps9INwzwefpp58mMzOT9evXs3LlSrZs2cJLL710x/eUlpYyduxY/vCHP9yrZSkUCsUPwsenarCCautyQL9L9TCGDyYlwaOPgt1GLMnJ0bbfRdEnKUnTkew3FAHo1++e6EqKBoqqnxQKxcNI167QurXe1qWpP3dq6+rRowc2m43MzEw6duyI2Wxm9+7dUmxZvny5nPTVrVs3/vKXvwDadCxvb29GjBgBaCKP7tpJT0/n2rVrTrk+JpNJZu4sXLgQFxcX6R7Sp3Ppx+ttXW+++SaguVTeeecdYmJipDD1tf3Gly74bNiwgZycHKdtc+fORQihjWa3T/V66Nq6kpIQU6dyJy+07vDys48hjYyMBKBPnz7StaW3eA0aNEgKOxMmTKCyshKAAwcO8M9/fgzA4cNTePdd7dzFxWA3VynEPeD48eMCEHv37pXbVq9eLQwGg8jJyfnG92dkZAhA3Lx58zt/dlFRkQBEUVHRd36vQqFQfBsWLRIChGjVSgibrb5X00AoLRXC11e7MFu21Pdq7h4WixCRkdrvVduPwSBEVJR23A9k2TLtdLV9hMGg7X8YUd/bVaj6SaFQPMz84Q/a99qUKTbRokULAYj3339fAMJkMokZM2YIQMTGxoq///3vAhAjR44Uf/7znwUg4uPjxUcffSQA0a9fP7F7924BCE9PT1FcXCxiY2MFIL7++msxe/ZsAYh27doJm80m+vXrJwDxwQcfiLy8POHi4iIAcfLkSXkeLy8vUVJSIrZt2yYA4evrK0pLS0VWVpYABCBycnKEzWYT7du3F4D44osvhBBCzJkzRwCiVatWwmYvDgcOHCgA8a9//UsIIcTNmzeFu7u7AMSBAwe0i5KZqV0UFxchrl+vl7/LXcdeO522X7O6fpo0aSIAERERIQAxYMAAAYjp06cLQERFRYnRo0cLQPztb38T3t7eAhBr1qyp45yZNeonVTsJcU8cPjt37iQgIIBevXrJbSNHjsRoNMpk7btFRUUFxcXFTj8KhUJxL4mP17L2zp2DgwfrezUNBE9Pze0C8M9/wsKFsGnTPc+5ueds3Qp6r31tCAHZ2dpxPwCrFV57rfZcKH3b668/+JdTcWdU/aRQKB5m9IziNWuqpnV9m7aukSNHAlqOTvv27QHYtWsXYWFhtG7dmrKyMlJSUmTr1vz583nkkUdwd3fn5MmTHD58WO5buHAhTZo0YdSoUfJ17969adWqFaWlpaSkpNC/f3+nce7NmzenadOmAMybNw+DwcCPfvQjAL766isAEhIS8Pb25ty5czJnRg9vnjNnDkIIAgICmGSfUa87gejQAXr00HIC//rXh6N+stdOq+rY7W5/1PN7rly5gsFg4MSJE4D2/QTaJK5NmzYBmhvo9u3bNGvWjPPnzwPQu3cfPD0fczjz48BJp89StdM9aum6du0aoaGhTttcXFwICgri2rVrd/Wz3nnnHfz9/eWP3gOoUCgU9wrHti57Pp8CqkaVp6XBU09p46XuUc7NfePq1bt7XB3cJ11J0cBR9ZNCoXiY6doVYmO1tq7gYE39WblyZa1tXbt27aJ79+5YrVaOHz9Ohw4dMJvNUmgBrcXKUeTRn69fv56KigomTJgAaK1bjrk+58+fdxKAAKfpXUajUYY1L1iwgNdff52r9u/5GTNmAFqAsNFoZPv27Zw9exYfHx85OUzP7Zk2bRru7u5kZmZyyB78qLd1LViwAIvFUnVhAD788OGon+zXqq5UIrP9UQghv/NiY2O5efMmPj4+HD58GIDQ0FAqKyuJiYnhwIEDAEyaNInly5cD0L37VMrK9JsVPsAx4Dfyc1TtpPGdBJ/f/e53GAyGO/7oY/HuF7///e8pKiqSP9nZ2ff18xUKReNEv0u1ZIma1gVoRYm9f96Je5Bzc1+x39G7a8fVwX3SlRT1hKqfFAqFovq0rh60bNmSsrIymeWSnp5e57QuXUzJzs6WmS/z58/naXsGzrp166RD0mq1smTJErlv4cKFhISEyFyfhQsXMnnyZDw8PDh9+jQHDhyQgs+aNWsoKCiQgs+KFSv48MMPAS2z5/z58xw+fJiIiAjpEtIFnueeew7QRsWXlZURGBhYw9EzduxYmjRpQm5uLuvXr9fqI7tLyIkHuX6y10RH69htAzztzwMCAgCk8NOnTx9Onz6NyWSSNzrGjx/PSvvorbi4ODIyMgCIiooDNtjPtBrN4TOjxuc19trpOwk+b775JidOnLjjT8uWLQkPD+f69etO77VYLBQUFBAeHn5XfwF3d3f8/PycfhQKheJeo7d1nT8P9psOjZeHuR9p8GCIjNSq1NowGCAqSjvuB3CfdCVFPaHqJ4VCodDQb5g5Tuvatm0bXbt2xWKxYLFYcHd35/Tp03Tp0gXQRpnrbTygtVG5ublx9OhRysvLpcizdOlSKfIsWLCAcePG4e/vz+XLl9m2bZuTG8jHx0eKMQsXLqRDhw506dIFs9lMUlISXbt2JTAwEKu9dvniiy9kSPScOXMApNto7ty52Gw2hg0bRlRUFEVFRaTap27pbV3z58/HYrHg6uoqxaWv5859OOsne+1UcIdDPI2aDFFUVATArVu3AAgODgagf//+pKenA5r75+rVq/j6+lJcXIzFYqFz584UFx8FLEAXYBCwCKhZKDX22uk7CT4hISG0a9fujj9ubm7079+fwsJC9u/fL9+7ceNGbDYbfdV8NIVC8RDg7a3auiQPcz+SyQQffFD7Pl0Eev997bgfgK4r1cVd0pUU9YSqnxQKhUKjSxdo0wYqKqrauqpP69JdPo5tXfPnz5fnyMvLI95ehDm6fObPn8/jjz+O0Whk586dXLlyRTqDFixYIHN9Tpw4wZEjR5ymb9lsNqe2rv/7v//j5s2bALRr144XXnhBCjzz5s3DbDYzefJk/P39uXjxIlu2bMFoNMqWLV0UGjNmDCEhIVy/fp1169YBVW1dycuXU/ww1k8mE+L997Hc4ZAi+2Nubq6Ty1XP9enSpQs5OTl4eXlJp8/YsWOlkJaQkMDhw/q4XMccnypU7aRxTzJ82rdvz9ixY3nxxRfZs2cP27dv59VXX+WJJ54gIiICgJycHNq1a8eePXvk+65du8ahQ4c4e/YsAEePHuXQoUMUFNxJH1QoFIr6QbclN/q2roe9HykhAf7975rbIyMhMVHb/wO5T7qSooGj6ieFQvGw49jWtXdvVVtXYGAgoLV16Tk+S5cupU+fPvK9+uhzR5Fn4cKFTJs2TYo8ZWVl8riFCxdKV8/SpUvx9PSUuT4LFy6UDqCcnBy2bt0q27g2btzIBw5fyqdOneLixYuMGTOGsLAw8vLyWLNmDZ6enjxm/2V0gUd39Kxdu5Zr167h6uoq16C3fvXq1Yt27dpRVlHBMmAPUCXz18IDWD+d03OJ6sBqs0lnaevWramoqKBp06byu03YC+sRI0aQlpYGwOjRo1m7di2g/bewcWO6/WzTapxf1U5V3BPBB7T/IbZr144RI0Ywfvx4Bg0axOeffy73m81mTp06RWlpqdz22Wef0b17d1588UUAhgwZQvfu3UlJSblXy1QoFIrvzfjx4OUFFy408rauxtCPpNtv2reHBQsgI0P7w98FsUfH7lyv9aPvkq6keABQ9ZNCoXjYcZzWNWmS9kKf1lW9revGjRvyff/4xz8wGAxs2bKFTp064e/vT3Z2NmfPnpUiz4IFC5xat4YOHUp4eDgFBQWsXbvWKazZ1dXVyQEUExND//79AXjxxRd5//33GT58OEII5s6di6urK9OnTweqpnPpuT1Lly6lpKSEtm3b0rdvX6xWKwsWLACqRKDk5GQKCwsxGAzS5fMfYBgQD1ys64I9gPXTsmXLvvEYPbtJF/s6d+5MSUkJTZo04aB9DG6fPn04duwYJpMJk8lEeXk5rVq14vTp01gsFrp27cpvftOmxrlV7TVjgjUAAIkBSURBVOTAPR4Rf9/5LjPpFQqF4ocybZoQIMRvflPfK6lHLBYhIiOFMBi0i1H9x2AQIipKO+5B5e23td/luefu+UeMHClERoYQCxZojw/yZfs2qO/thoH6OygUivuFzSZE27bad95f/7pfAMLT01P86U9/EoAYM2aMmDx5sgDEH//4R9GqVSsBiPfee08MGzZMAOKdd94RP/7xjwUgXnzxRTF79mwBiHbt2ombN28Kd3d3AYiDBw+K119/XQDiiSeeEGVlZcLPz08AYuvWrWLDhg0CEEFBQaKgoEB89NFHAhDdunUTQggxd+5cAYiWLVsKm80mjhw5IgDh6uoq8vLyhM1mE61btxaAmDNnjhBCiE8++UQAomvXrvbf1yY6duwoAPHFF18IIYTIysoSgPwZD6L4Iaqf+vfv7/T7Of4YDAYBiODgYAGI2NhYAYgJEyYIQEydOlUeo/83ERcXJ5588kkBiF//+tdi9OjRAhB/+9vfZC3+2GOqdqqNe+bwUSgUisaAauvCuR+prnDjB91Tq09QatfunpxeCLBPhuWpp2DYMHjySe3xQb5sCoVCoVBUx7Gta8+e7jXaujZs2MDo0aMBbeLV66+/Dji3cs2bN8+pXSs+Ph4PDw9OnjzJ+fPnnUay68etWLECi8VCgt32sWDBAoYNGyYdQC1btiQ6Oho3NzcOHTrEoUOHSEhIwNfXl/Pnz7N161Y6d+5Mjx49MJvNLFy4EIPBIB08elvX448/jpubG4cPH+bw4cNOx8ydOxchhJNzsxewAvCt7WI9oPXT0aN1zeiqatfKz8/HaDRy5swZALKysgBo0qQJQgi6dOnCli1bAOdJXSNGjJCBzuPGTcMe68Nvf6tqp9pQgo9CoVD8APS2rqws2H/HBuyHnIQEzTvbrFnNfbNnP/ie2nss+Bw9CsePg5sbPPLIPfkIhUKhUCgaDHpb19q1BiZP1tQffVqX1Wrlk08+wdPTk7Nnz9K6dWtcXFzYt28fXbp0wc3NjczMTAIDA2nWrBmFhYVs376diRMnApqQ45jx06NHD1q3bk1ZWRkrVqyQAtCSJUuw2WzExcUBUFhYyKJFi2SA9OzZs/H29pY5PXoblx7erL/WxZyMjAwuXbpEUFCQXIsuAj311FMYDAaZFfT3v/9dXotrwcEYqtdPLi7aVJAHtH4qKSmpsc3V1VU+N9qndLVs2RKANm3acOzYMQAZ0jx8+HC22gOrAwMDuXXrFhEREVy8eBGr1Uq3bt3IzIylvFwLAu/e/Z7+Sg8sSvBRKBSKH4CXF9hvIrFkyZ2PfehJSNCUr4wMmD8fWrXSthcV3fFtDR4h7rngo7t7xo+HgIB78hEKhUKhUDQYOnXSvlIrKiAoSFN/Vq1aRfv27QHIzMykW7dugDbFa8yYMYA2xcsxeFmfrFU9yHn06NFOI9kdx7XHxcURFhZGfn4+8+fPl9OzjEYj//nPf3j++eflOSsrK+XrJUuWUFJSwpNPPomrqysHDhzg6NGjREdHExcXhxCCr7/+Gqg5jj0yMpIRI0bI8xiNRj755BOCg4O5nJ/P6o8/1uqnmTPBwwMsFmjS5B5d/XuLzWardbvZbMZgd4J7enoC4OPjA0BMTAwA3bp1Y/PmzQD4+vpitVrp1KkTO3fuBOCRRx6R+UDTpk2T9dOTT9ZtMm/sKMFHoVAofiC6LXnuXC3Pd9MmsFrrdUn1h8mkeWmfegreeEPb9vnnD3a/W04O3L6t3W3TRay7iBCwaJH23F63KhQKhULxUGMwVLl8Vq3qTlhYK8rKyli+fLk85tVXXwW0sen6BK158+Y5CTv69tTUVPr3709AQABXrlxh9+7dPProo4AmuujC0Nq1a7l58yaPP/44AK+//jr5+fm4u7tjs9lITk5m9OjRREREkJ+fT2pqKgMGDKB169bcvn2bZcuW0aRJkxoOHj28ec6cOQghGDduHE2aNOH69etyspQuArm7u7N06VJeeeUV6Raa8eWXWv304x+D/Tgc2r4eJHbv3l3nPn9/fwDc3NwAbSw7QEVFBQAdO3aksLCQoKAgTpw4AcDEiRNZsWIF4NzONXLkNOxanaqf7oASfBQKheIHUlmpFS65ufD00xAXBzExkJRU3yurZ55+Gjw9ITMTdu2q79V8f06d0h5btQIHO/LdYtcuzRjl41PlFlMoFAqF4mHHPqSJnTsN5OZqX4AVFRV4emppNlevXiU0NJQbN27g6emJj48PWVlZBAYGEhAQQE5ODkVFRXTo0IGKigpWrlzJNLuKNH/+fNm6lZiYSExMDD179sRqtZKYmCincxUVFREREcGvf/1rAGbNmoXJZJLizOzZszEYDDXauHSBZ968eZjNZqZOnYq3tzdnzpxh165dTuPYZ8+eDcDUqVMJCAigoqICLy8vADldcdWqVWRnZ2PfiH3hkJ9/9y74fUIXwWrj1q1bANy8eROTycTVq1cxmUwy80d3B40ePZo1a9YA0Lx5c27cuEFwcDDXr1+X7VwHD8ZisWitXG3b3uNf6gFGCT4KhULxA0hK0nSN6gaWnBx49NFGLvr4+4P9DtqDepcKqGrnukfVhG5HnjxZaxFUKBQKheJhJympyggMZmC73FdW9iagtV/pzhxHkWbp0qVOwo7u+HF8npiYSN++fYmIiODmzZusWbNGCjALFixg+/aqz/vZz37Gq6++islkYvfu3Rw/fly2ca1evZqrV6/y7LPPYjAY2LRpExcuXGDcuHGEhISQm5vL2rVr8fHxkeur7vpJSkrif//3f/Hy8pJC0owZMwBo27Ytw4YNw2az8eWXX2oL6tlTUzEqKzX7+APG+vXra2wz2VOUrVYrAfbe9Wb23KJOnTpRUFCAr68vhw8fBiA6OpqSkhKaNm1KZmYmAJMnT5btXI899phTO5eibpTgo1AoFN8TqxVee632biV92+uvN+L2LoCXXtIeFy+GwsJ6Xcr35h7m91gsVdlPqmBRKBQKRWOgZv30FrCPqn+a+gMuHDhwgAEDBgCQnJzMI/apBosXL5ZByo5CUEZGBi1btiQqKori4mLWrFkjW74WLFjA448/jsFgYNu2bSQkJNDdnvK7YcMGwsLCZDbQ7NmzadOmDQMGDMBms/H1118TFRXFyJEjAU3QcXV1Zfr06UBN18+iRYsoKysjKioKd3d3hBC8//773Lhxg5dffhnQWtAuX74MILfNnDkTi8Wi2cb1+ukBbIu/ePFijW1Wq1WKPnpuz6VLlwCtxQ2gf//+HD9+HKPRyPXr1wGtnUtv8xsxYgQbN24EYPDgadgHeMl7i4raUYKPQqFQfE+2bgX7d3WtCAHZ2dpxjZZ+/bRkxrIyLcj5QcNqhR07nF/fRTZt0loBg4Jg1Ki7emqFQqFQKBokNeunHwHRwHT76xXAOAAOHjxI27ZtKS8vp6CggKZNm1JQUEBJSYkUdo4ePcrAgQMRQrBkyZJag5xTUlLw9fVl2LBhACxfvpyUlBTp2jl37px09cydOxez2Sxfz549GyGEbOuaM2cONptNvk5NTSU/P59hw4bRvHlzioqKmDdvHiNGjJDZNBEREQQHB9OhQweGDBmC1Wpl5syZgBZE3KRJE3Jycli1apV2CZ56SrP9njwJ27bdvYt/j7HZbFjrqJX0oGY9t0cXgHQHT5C9x2/AgAEySLt9+/bk5OTg6+tLYWEhVquV7t27s2dPa4SAQYOgefN7+is98CjBR6FQKL4nV6/e3eMeShzvUs2Y8WDdpUpK0sKYDhzQXv/rX3c9nEm3Iz/6qDaSXaFQKBSKh52adVF34CTwtv31JmAs4Dxi3bHFa8GCBbJFa/78+dJt45jdk5aWRosWLaRg9OGHH0p3yezZs2nWrJmc/jV79mzGjx9PaGgo169fZ/Xq1Tz22GN4enpy8uRJdu/ezSOPPIKfnx9ZWVls2bKFLl260L17dyorK1m0aBFGo1G2bL355pscPXqUsLAw3NzcOH36tJw09dOf/hSAL774AovFgru7uxSX9FYv/PyqrL9ffPEDr/j9Y+c//lHnPn1Uu9lsJjg4WApDt2/fBqrGsXfr1o2cnBy8vb1lrlF8fDzJycmAauf6rijBR6FQKL4nTZve3eMeWqZP10aMHj0Kn36qqRwNfZRZUpKmwlS3cN3FcKaKCrC3oquCRaFQKBSNhtrrIg+gOTDM/voG3t5+XLp0idjYWADS09OdxrNPnjwZ0ISdkSNH4uLiwsGDB3FxcaFjx45UVlaSlJQkBaO///3vpKam4urqyunTp9m+fTs//vGPAa0ty2g08swzzwBaeLOfn5+c9DV79mw8PT1li5gexKy3celtXZMmTQK0cOLQ0FA2b94sBajPPvsMgISEBOnoSUtLA6rCm1evXl3VEuXYFp+S0vDrp6QkPv/jH2tsdhQcQkJCAGhq/49AH8duNBqlIFZZWQnA2LFjSUlJAWDkyJGynat372ns26cNhrX/eRR3QAk+CoVC8T0ZPBgiIzUTS20YDBAVpR3XqAkMhL59tec//7lmU27Io8zuUzjTmjVQVAQREeq/EYVCoVA0Hu5cP2mCi4vLIqZN07J50tPTZcvWkSNH6NChA+Xl5Zw8eZIuXbpgNpvZuHEj48ZpbWCOrqD58+fLgOeysjJiYmLk61mzZjFp0iSCgoLIyclh/fr10mmTlpZGbm6ufL1o0SJKS0tlG1diYiK3bt3iqaeewsXFhX379nHs2DFO6ZM9gccff5y2bdvyyiuvALBkyRI5Al4XmnRHT2xsLMOHD0cIURXe3Ls3REdr4c2TJzfs+sleO22oZZcNcJGHabVTQUEBoLW6gdYKVlFRQWRkJLvsk127d+/O2bNncXd3p7S0FKvVSo8ePdixoxUAI0ZAaOi9/KUeDpTgo1AoFN8Tkwk++EB7Xpfo8/772nGNmqQk2Ly55vaGOsrsPoUz6Xbkxx9X/40oFAqFovFw5/ppKuCBxXKC/v37AdpUrsftybyOuTzz5s1zauWqrfVr06ZNvPfee/LsCQkJ/OxnPwM0AaayslKeY9asWXTs2JG+fftisViYN28eQ4cOJSYmhuLiYpYvX06/fv1o27YtpaWlJCYmEhISIsOe58yZw/Tp06VbJykpCYvFQu/evenevTsVFRXSGaQfs2bNGi5cuAA4hzebzWZYvhxqCUBukPWTvXa6VsduvcwpKCjAZDJx5coVXFxcOHbsGKA5fABat27NkSNHMJlMFBcXAzBmzBjp9Hn00Wmqnes7ogQfhUKh+AEkJEBiItgnSzrx1Vfa/kaN7papjYY6yuw+hDOVlGjubFAFi0KhUCgaH3XVTy4u/gwYoLVFHT9+nMjISIqKivDx8cHV1ZVDhw7Rs2dPQJvKNWzYMAwGA1u2bKFr1674+PiQlZVFTk4OgwYNQgjB559/Ls+flpZG//79adu2Lbdv32bx4sXSbZOcnMyNGzekq2fWrFkYDAbp6pk9e3aN14CTAGWxWPjvf/9LaGgoOTk5pKamYjAYpMvns88+w2az0bp1a0aNGoUQgi/sGT1TpkwhNDSUq1evkpaa+mDVT1evUobm5qmNCsDV/ry5PWW5c+fOFBcXExYWhpeXFwBt2rQBYNCgQaxZswbQ2rkyMjLs75nGiRPg7g72oW2Kb0AJPgqFQvEDSUiArCzIyIAFC6BFC217WVm9Lqth8CCOMrsP4UwpKdp/H61aQa9e3/s0CoVCoVA8sDjWT7Nmaf+It1jgkUe0tq5FixZJp86KFSsYP348oAk9gwcPRgjBpk2bGDp0KKAJNgn2O23z58+XE7lAC1H29vbm1KlT7NixQ4o8M2fOpGvXrvTs2ROz2cyCBQt44okn8PDw4Pjx4+zdu1fm9GzcuJGLFy/yzDPPYDQa2bp1K6dPn2bp0qW4uLhw7do1UlJScHd35yc/+QkAn3zyCQBPPfUUfn5+nDt3jvT0dKAqvHnmzJlUVlbi5uZWFd78z38+WPVT06Ys/YZDAuyPBrutSxd5+vTpQ0lJCf7+/pw5cwbQJnXpTh+LxSLbubZt09q5xo8Hf/978Hs8hCjBR6FQKO4CJhMMG6a5New3cfj663pdUsPgQRxldh/CmRztyHV9jEKhUCgUDzt6/fT882CP1uHs2TE0adKE3NxcWrXS/oG/atUqGdLsOInLcULXvHnz5PYlS5YQHR0tP+fxxx/nscceAzSB5dlnn8VkMrFr1y6OHz/uJAD5+fkxdaqWHzRr1ixiYmJkvs7cuXNp1qwZo0ePBmD69OksWbIEm03ztnz88ceA1p5lMBjYsGEDp06dwtvbW07w+vTTTwGYOHEiTZs25fr163ICld7qtXbvXrKAb7x32FDqp8GDmVPHuFHd2VNkf9RDqc+ePQtUCUBjxoxhy5YtAHIse1xcnBxVP23aYyxapJ1DuaO/PUrwUSgUirvMU09p/4jfvh3On6/v1dQzD+IoM8dwgero6sz3CGeyWrXhGl98AatXa9tUwaJQKBQKhYZ9QBZLl7oybZo2DWvLli1069YNs9nMrVu38Pf35/Lly0RERODq6srhw4dp164dbm5uZGZm0qRJE8LCwsjPzyc8PFwKM1999RUvvPACoIlBXl5eMntn1qxZPPnkk7i7u3PkyBEOHDggBaCFCxc6hTV/9dVX2Gw2+Xrv3r0YDAbef/99jEYjGzdu5MSJE0RHR8vz69O5dEdPSkoKOTk5uLq6yjXpx7Rq1YqRI0cihOAloCvUmYsDNJz6yWRiXx11kd7mVQkEBARgtVqJiYkhNzcXHx8f9u3bByBHtfv5+bF//35AE3z06VxXr07j4kXw9gb7pVV8C5Tgo1AoFHeZZs20yQEA8+bV71rqnQd1lFlCQtU4VEciI7XQge8YzpSUpA3ViIvTTmu1gqsrnDx5d5arUCgUCsWDzogRmn5RUAAtWmjqz/Lly6UzZ/HixXLCVkpKCvHx8YA2on3ixImA1gamBzx//fXX/PrXvwY0J1DXrl1p164dpaWlTtk9c+fOxdvbW7aDzZo1i2HDhjmFNU+dOhVfX1/Onz/P1q1buXXrllz3yy+/zC9+8Qu5Bt3Bo4dDf/XVV5SWltKxY0cGDx6M1WqVuT0vvPACRqORjIwMOeHrJXv9sR44A8yv7WI1wPqpuI4sAyvg5e4OQFBQEADh4eGA1s515coVfH19ZYBzgkONNWPGIrt7qicfftgS0LrZ9Btnim9GCT4KhUJxD9DvUn39de3TvRsND/IoM7NZe3z6aS2cKSMDLlz4XmLPo4/WbMU3mxvekA2FQqFQKOoLk0lzSQPs2tWbNm3aUFZWhpeXF0ajkR07dhAXFwdok7t0IchxKtecOXNke1RycjJdunQhJiaGoqIikpKSZLbOl19+yfjx4wkPDycvL4+VK1dKAWjBggVUVFQ4hTN7eXlJIenvf/+7DGEGyM7OBuDnP/+5XENJSQmjR4+mZcuWFBYWssjei6S/74svvsBisdC8eXMpXH3++ecIIThw4IA891TgjbouWAOqn/RJY3XhYhd8cnNzAbhqb0Xz8PAAYMSIEWzbtg2AUPusdYPBwKVLR+1neFSeq7RU1U/fBSX4KBQKxT0gIQG8vODsWdi9u75XU8/caZTZ55833FFmu3Zpj489pvVeDRv2vdq4XnvtzqJfQxqyoVAoFApFfaLfMFu50sDUqdPtz1cywm6dPn36NFFRURQXFyOEwN/fn+zsbPz8/PD39ycvL49Lly4REBBAZWUl8+fPdxJ5nn32WVxcXNizZw8nT56UgcyzZs1i+PDhNG/enMLCQpKTk+W+9PR0srKyZKDy+vXrsVgsUqhZtWoV586dY8SIEcTGxlJcXMy8efMwGo2yjevjjz9GCEFCQgIhISFcuXKF1NRUoGoc++zZs3nrrbf4xz/+Ia/HmejomvWTyQSLFzeo+slxEpojLi4uABQXF2M0Grl9+zb+/v5cvHgRFxcXjh7VBJ2goCCEEPTv319m9nh6Pudwpi1oTWFVqPrp26EEH4VCobgH+PhUjYtU4c3UHGXWqZO2/dy5el1WnRQXw4kT2vO+fb/3aR7EIWUKhUKhUNQXXbtC585QWQne3prgk56eLsUVx8DmJUuWyBavxYsXy3YhHx8f/ud//gfQRJ7nnnsOo9HIli1bKCwsZNIkbez7zJkzpatn9erVXL161Wkke0xMjBSa5syZI8e5CyEYMGAAy5YtY9y4cQgh+PTTTzEajbKN65NPPkEIwfPPP4+7uzsHDhxg7969ThO89NavsWPHEhUVxc2bN/nPf/4DaC4ib29vjly8yPovvtDqp6++0kZTWa0NTulYsmRJrdstFot83tSeN9TCPs62Z8+eZGdn4+XlRWZmJgCDBw/m2LFjuLq6UVra0v5OA7Aa+Kk8l6qfvj1K8FEoFIp7hH6XatEirXBp9DiOMvvrX7Vtn30GDn3wDYa9e7VqIjoawsK+92kexCFlCoVCoVDUJ3r9tHp1CwYNGoQQglu3buHl5cXZs2fp2rUroDlr9GDkBQsWyLYis9nMo48+ipeXF8ePHyc7O5tx48YBmsijCy5z584lOjqaQYMGYbPZmDNnDj/60Y8wGAw1XD2zZ8/WgpTt+Tq3bt3Czc1NtnHNmjVLhjt7enpy9OhRtm3bRpMmTWTrmT6iXZ/gtX79es6cOYPJZOIZ/ZdGcwP9/ve/lxO7/vXvf2v103PPwRv2Bq93321QmQFZWVl17vP19QW0vwvA7du3AfC3z1UfNmwYu3fvxmAwyGykbt0mALqI9EsgGvh1jXOr+umbUYKPQqFQ3CNGjIDwcC18UIXLVWPiRGjTBgoLYdas+l5NTfQ+vB/g7oEHc0iZQqFQKBT1ieO007FjNSFk6dKlPGK3Tm/fvl1O7srJySEsLIwye2BwWFgYFRUVpKWlSaHlyy+/lNOw5syZw/Dhw2nWrBkFBQWsWLFCCkCzZs2iefPmjBgxAiEEX331FQkJCfj5+XHx4kXeeecdfvzjH+Pl5cXRo0fZsmULY8eOpWXLlty8eZOFCxcSEBDA008/DVSNaNddP4sWLSI/P5+YmBgpQOmtUK+99hru9pybDh06APCrX/0Kk8lEenq6nFrFz34Gnp5w4ABs3nyP/gLfDbPZLMfS14b+t7l+/Tomk4kzZ84AWnseVAU5DxkyhJUrVwLQq9cA4BjgDvw/4DTQvsa5Vf30zSjBR6FQKO4RLi5V4YOqrasaRiO8+ab2/L33wMHy2yC4S4LPgzqkTKFQKBSK+sJx2mlJyTTc3Nw4cuQIAwcOBDThRA9p/vrrr7Ha25tCQkL47W9/C2ihyLqQs3jxYgYPHkxYWBi5ubmsWbNGOndmzpzJtGnT8PX15dy5c2zdulW2ec2ePRt3d3cpwPzpT3+ipKREunE++ugjTCaTFHQ++ugjhBDS9bNs2TKuXbtG37596d69OxUVFXz11VdA1Yj2L7/8kvLyckJDQ+Xn/vOf/wSgefPmPPGENp7+3Xff1S5IkyZgXzv/3/93V673DyXpG9KTLRaLdPm0atUKgE6dOpGVlYWHh4ds5+rRowfZ2dn4+/tjMGTZ3z0JCATcnM6p6qdvjxJ8FAqF4h7y7LPaY2oq3LxZv2tpcDzzDISEwMWL8H//BwsXwqZN9duXbrVqffKbNmmve/X6QadzHFJWHV0EakBDNhQKhUKhaBDo9VNiYqBs2zp79ixhYWHk5+cTFhaGwWBg165dxMbGAnDjxg1GjhyJu7s7hw4dwt3dnfbt21NaWkpiYqIMYf7yyy+dAphv3LghhZWZM2cyZcoUAgICuHTpEu+++y579uyR6zKZTFLQWb58OdnZ2Tz//PN4eHhw6NAhdu7cSbdu3RgwYAAWi4UvvvgCg8EgRaFPP/0Um83G+PHjCQgIoLCwkF/96lcAvPXWWxiNRtasWcPhw4cB5Fj5pUuXVk3C+tWvtCIiLU3L9ann+umjjz6qc5/RqMkNPj4+Tq9DQkIAGDRoEAcPHsRoNHLjxg0AHnnkERIT9Xau56iOqp++G0rwUSgUinuIY/jg0qX1vZoGhqcnDB+uPX/7bc0OFRcHMTH1M2szKUn77OHDtdBm0Nb0A9eSkFBlZnIkMlIbXtaAhmwoFAqFQtEgeOSRqmmnffpojppFixbJ0eirVq2SgcpjxoyhX79+CCFISkpi6tSpgHMrl6PjZ/Xq1bi5ucnWrdmzZ0t3TWJiIpWVlTIY+k9/+hM2m43Q0FBsNhszZsygc+fODBs2DKvVyowZMwgKCpJtXLr4oQs8M2bMwGKx8OSTT+Lv78+5c+dYv349c+fOpbCwENAcMjabjZYtW8o2NN3l07VrV8aMGYPNZpOBzrRuDX36aM+ff77e66f9DoJYdfQpXdevXwfgnH1Yx8WLFwEIDAwEtBwfvZ0rNjaW69evExoaSkLC6BrnVPXTd0Q8ZBQVFQlAFBUV1fdSFAqFQgghxL/+JQQIMWhQfa+kgbFsmRAGg3ZxHH8MBu1n2bKHZi3jxmmne/ppIRYsECIjQwiL5e4s/UFHfW83DNTfQaFQNDSmT9e+O19+uUIEBQUJQHz88ccCEO7u7uLTTz8VgIiOjhZff/21AERUVJTYsGGDAISPj4+4cOGCcHV1FYA4cOCAGDJkiADE22+/LRYsWCAA0bx5c2E2m0WHDh0EID777DOxbds2AQhAdO/eXcydO1cAIiwsTFRUVIhly5YJQISEhIiysjJx4MABAQgXFxdx5coVUV5eLkJCQgQgltlriF/+8pcCEL179xZGo1EAcm0pKSlCCCHPYzQaxfnz54UQQqSnpwtAeHp6iry8PK0mqV6v1FP9ZEtMlNfJ8cfo+Nz+uzZt2lQAIiYmRv7unTp1EoD4+c9/LgAREREhHn30UQGI1177lYiK0n61//1fVT858l2+s5XDR6FQKO4xevjgtm2gu3EbPVYrvPZa7RMm9G2vv35/7Mn3eC2XL8PatdrzP/9ZG1I2bJiyISsUCoVCcSf0wVVLl7oxdarmfNm1axft2rWjoqKCWbNm4e/vz8WLF/H39ycoKIjs7GzKy8uJjY2lpKSE9PR0Gfbs6PiZOXMmkydPJjAwkEuXLpGeni4dQDNnzmTmzJlyHWPHjuWJJ54gIiKC3Nxcli5dyqRJk4iKiiIvL48lS5bQvXt3pzYud3d3OWVLD29+5ZVXANi7dy82m40f//jHvP766wC88847CCHo3r07o0ePxmaz8e9//xuAuLg4evToQVlZGR//979azVIb9VA/LbJfzxpLcXjeJDgYAD8/PwAiIyMB6N+/P8eOHcPFxYXLly8DWjtXamoqAG3bPkt2NgQGwh/+oOqn74sSfBQKheIe4xg+OG9e/a6lwbB1q6aE1IUQkJ2tHfeAr2XuXLDZYMgQzYWtUCgUCoXimxkxQpvCVFAArVpp6k9SUhLNmjUDYP/+/UycOBGAr776imftwT/VW7l04WX+/PmMGzcOf39/srKy2LlzJ9OnTwc0kWf69Om4uLiwd+9eiouLMdjDYubPn4/BYJCCzYcffoiLi4t8rbdxvfrqq4DWxmU2m3n55ZcxGo1s3LiREydOYDabMdnVilatWjFjxgzeeOMN3N3d2blzJ1vtdcbvfvc7uabr169jMBj4zW9+A8B/33+f0gZUP/3F3pZWYxmAr/35LXubfHZ2NgBX7bPU9Xau4cOHs9Z+ZywgIICKigo6d+7Mpk1dAXj6afDwuDe/QmNACT4KhUJxH9DvUs2YAQsW1H82cb1j/7K/a8f9EO7hWoSomjpvjwdQKBQKhULxLTCZqqadpqX1JzS0Jbdv3yYjIwMAm83GtGnTAEhJSWHKlCkApKamMmbMGFxcXNi9ezchISG0aNGCoqIiVq9eLfN2vvzyS+nqSU5Oxmg0MmnSJACaNWvG3r17adKkCZcuXWLFihW89NJLuLm5sWfPHnbv3s0LL7yAu7s7e/fuZffu3UydOpWwsDCuXLlCcnIyzZs3l4LUp59+yoIFC+REsStXrlBUVER4eLgMkH7nnXcALc+md+/elJeX89///heAqVOn0qJFC/KLi/nq21y8+1Q/nbnD7tv2x7KKCry9vSktLaVJkyacO3cOFxcXTpw4AWjTyMrLy2nXrh0bN24EYNq050hO1gQ3VT/9MJTgo1AoFPcBk0lr68rJ0e5U1Gc2cYOgadO7e9wP4R6uZetWOHcOfHzg0Ue/89sVCoVCoWjURERoj1u3Grh+XRN3bDYbgYHad/KmTZtkK9X27dsZOHAgVquVlStXMnnyZEBzyujCzhdffCHdP0lJSURGRtKzZ0/MZjOzZs2Sx82ZM4c2bdrw8ssvA5qrJzQ0VE7z+u9//0tISIh8/dFHH+Hm5sZLL70kXwNyotecOXP4wx/+wAcffEDnzp0pKyvjww8/BJyncx08eBCDwSDHy3/88ceUlJTg4uLCm/YJEO8CvwBu3OnC3Yf6qcTfH1st23WBwXFfsL2tq2XLlgD07t2b06dP4+bmxtmzZwGtdW7nzp0YjUaMxqeorIRu3aB793v2KzQO7n2k0P1FhQ4qFIqGRkPKJm4wWCxCREbWfmH0ixMVdX+S+e7hWp57TjvFCy/c/WU/LKjv7YaB+jsoFIqGRs366RGHYOD/CkAEBQWJL774QoYBz549Wz5ftWqVAERAQIA4c+aMDA8+efKk6NGjhwDE+++/L8OfAwICxOjRo0XLli0FIP773/+Ky5cvCxcXFwGIgwcPin379snA4atXrzq9vnbtmrh8+bIwmUwCEEeOHBEVFRUiNjZWnk8IIZYuXSo/T///3CeffFIA4rHHHhNCCGGxWOT7/vOf/wghhLh9+7YMrwbEQBC2eqyf3v7LX2oNbAaEp/3R1f7o5uYmAPk7jRs3TgBi7Nix8u/yi1/8Qm7r3l37dT788J7/Gg8kKrRZoVAoGggNKZu4QWEywQcfaM/tPfJOCAHvv39/kvkc11IdfW3fYy3FxbB0qfZc2ZEVCoVCofj21Kyf5gHLHY64hskURUFBAUajUebyBAcHExAQQFZWFgaDgejoaAoLC9m1axfx8fGAc8bPl19+yRNPPIGrqyuFhYVs2LBBtnV9+OGHNG3alEftFt0PPviAnj170r9/f8xmMzNmzKBnz57069cPs9nM559/TrNmzUiwzwv/+OOPefPNN/H09ATg3XffpbKykkceeYS2bdtSWFjIZ599BlTl9iQmJnLmzBlMJpPM7fn3v/9NZWUlLi4u0iljBP4K1FJB3bf6acYXX9S5r9L+aNZfV1bi7e3NmTNnMBqNHD9+HICQkBBsNhv9+vWTYc1Dhz7HwYPg5lbV0qf4AdwHAeq+ou5QKRSKhkRGRu2mkeo/GRn1vdJ6YtkyzV1T/YKEhAhRXn5/1/LaazXXERX1vS1YX3yhnaJdOyFstru71IcJ9b3dMFB/B4VC0ZCoWT+lC2gq4FG7iyRCwP8TgBg8eLB49dVXBSCmTp0qnz/66KPi//7v/wQghgwZIlasWCFAG6Wem5srPD09BWhj0/Xx6F26dBG3bt0S/v7+AhBpaWli586d0qWSm5srFi5cKAARHh4uKioqxPz58wX2keKVlZVi06ZN0vWD3eESGBgoADFz5kwhhJBOpLCwMFFaWiqEECI+Pl4A4sUXXxRCCFFeXi5Hmc+cOVM89thjTi6aGQEBNeuWbt3u29/IcS36j+M49kBvbyd3j/679OrVS3MBeXqK7t27C0C89tprAhB+fn7ilVdKBQhhNzspakE5fBQKhaKB0JCyiRskCQmQlQUZGVqa9erVWt95Xh7Yx5jeN3JytMfp07W1ZGTAhQvaGr8HjmHNtZmYFAqFQqFQ1E7Numg4cASYA4QCV4AoDAYjW7duZeTIkQCsWLFCOmySk5OZMGECRqORLVu20LJlS5o2bUpeXh5btmyRzp1XXnkFs1nzohw/fpzi4mKZ5fP+++/Tt29fevfuTWVlJZ9//jlTp04lIiKCa9eukZiYyKOPPirDmpcvX86QIUOIiYmR53znnXf44x//KJ9brVaefvppmjdvTm5uLrNnzwbg97//PaDl/Vy5cgV3d3c5tv2NN95gyZIluLq6ylyh/3Vz41ZamlazzJsHLi5w6BBs2HA3/xS1snv37lq32wA3V1cArHaXkZubGwC5ubkA+Pv7AzB06FAOHjyIyWQiLy8PgISEaSxapDmilDv67qAEH4VCobiHNKRs4gaLyQTDhsGTT8LYsfD229r2t9+G1FRYuPDejjWzWmHtWu2zAH7xC20tw4Z9b0v0iROwc6f2dn1Cm0KhUCgUim9H7XVRE8ALeN7+ein9+08AtPDmfv36YbFY2L17N3379sVisbBu3TrGjx8PaKPb9YlYjm1d169fx8/Pj169emGxWPjkk0949dVXMRqNrF+/nuPHj/Paa68B8MknnwDw05/+FNDavtzc3KQI89FHH5GVlSUFDC8vL15//XVefvllgoODOXv2rBRu9Jatf/3rX5jNZgYOHMjgwYOprKzkP//5j/wcd3d3ioqKMBqNLFy4kA8//JDWrVtz/fp1/rljh1azPP00/Oxn2mV56y3YuPGe1k9/+tOf6txntWlxzcXFxXh5eVFSUoLRaMRm365P5/L11Qa3jxgxQrZzxcQ8x82bEBkJdg1P8UO5D46j+4qyJCsUioZEQ8omfmCwWLSLUv1iRUbe/YTr2lrK7sLn/OY32qkmTrxL63yIUd/bDQP1d1AoFA2JO9dP5+xtQwbxxRczZcvUjBkzBCBatmwpg5xbt24tli9fLgDRpEkTkZmZKQBhMBjkdkD86Ec/EsuWLROACA4OFqWlpeKRR7SQ6JdeeklUVFSI8PBwAYgFCxaIa9euyVal3bt3i5ycHBnu3KZNG6eWrs8++0wIIcRf//pXAYiOHTsKq9UqSktLRVhYmADEV199JYQQIi0tTQDC29tb5OfnCyGE+NnPfibbvyoqKoQQQiQlJQlAeHh4iEuXLmkXLS9PCE/P+1I/udqDqR1/DA7P9Za41q1bO12TLl26CED4+PjIcGz992vRooUYM8YqQIg//vGuLvehQ7V0KRQKRQPhm7KJ4f5lEz8wrFgB2dk1t+fkaLPN79Ys+6Qk7XyXL9/VzzGbYc4c7bmyIysUCoVC8d25c/3UEhgNCM6ePU3z5s25efMmJpMJf39/zp8/T2hoKL6+vpw9exZvb28iIiK4ceMGx44dY8SIEQghSEtLIyQkBIDt27czceJEYmJiyM/PZ/78+bKd6uuvv6akpIRXXnkF0Fw9YWFhPP7444A2oj0iIkK2iJ0+fZrQ0FDZxvWPf/wDs9nMq6++ir+/P5mZmaxYsQJPT0/eeOMNoKrVa9y4cXTt2pXbt2/L0e7/+Mc/CA0NJTc3l4/t7e5Tpkxh8ODBlJeX84c//EG7LFu2QFlZzYt5l+unW/PmYa7FNSQAF/tzvZ3typUrAFRUVADI6z1o0CDOnz+Pl5cXp0+fBmDSpGdYt06TJ370o7uyVAUoh49CoVDcD+rKJn7jjfpeWQNDv6VXmx3qblqi7uHnpKRopwgNFaKy8octszGgvrcbBurvoFAoGiJ11U/PP79Mul7+/Oc/C0AMGjRI/PznPxfYA5t/+tOfCkA88cQT4o9//KMAxMiRI2XocmRkpLhy5Yp0o6SkpIh///vfTi6cbt26CUD84x//qOHq2bNnj3TyXL16VWzbtk06XJKSkpwcPLNmzRJCCLmOHj16CJvNJoqKikRAQIAARGJiohBCyPX5+vqKkpISIYQQX375pQBtlHteXp4QQoi9e/fKz9u7a9d9q59+aw9jru3HMbTZ19dX/o2wu5H050OGDBGAmDJlihzL/qtfnRUgxNChP2yJjQHl8FEoFIoGRvVs4mef1bYfOFCvy2p4bN1a03HjiBCa+2fr1gb7OXpY8zPPgD23UKFQKBQKxfegev00cKC23ctrIuHh4eTm5hIeHo7JZGLbtm3ExcUBWmDz1KlTAUhKSuKRRx4BYMOGDXTs2JHg4GAuX77Mzp07Zf7Oe++9x09+8hN8fHzIzMwkPT1dunw++ugjgoKCeOKJJwDN5dO7d285ov3zzz9nwIABDLQvcMuWLXh6evLWW28B8Pe//x2LxcLrr7+Ol5cXBw4cYO3atfj5+fHLX/4SgL/97W8IIWjTpg0Gg4Fbt27JfT/60Y/o1q0bhYWF/PnPfwagV69eTJ8+HYA3X3oJcZ/qp49v365ztw3wtT8PCgoCICIiAoC+ffuSm5uL0Whk27Zt8hibzcbAgQNZsaIVoNzRd517rz/dX9QdKoVC8SBw6ZIQRqN20+XEifpeTQNiwYJvN8d+wYIG9TkWizZC9tNPq/6ux479sCU2FtT3dsNA/R0UCsWDwJo12nesv78Qv/3t/whAjBgxQkyZMkUA4pe//KXo27evdOX07NlTAOLf//63GDVqlAAty2fEiBECEAMHDhSXLl0SJnsmzcGDB8Uvf/lLAYhx48aJ8vJyERoaKgCxePFisW/fPunquXLliliwYIEALfenoqJCrFu3TrpZrl69Km7duiWaNGkiAPH1118LIYR48803BSAGDBggbDabuHHjhvC2u2bmz58voqKipEvG09NTZGdnCyGE2LhxowCEyWQSmZmZQgghLl26JDw8PAQglt+H+slmH0Ff24/u7nG3P+rX1M/PTwCiX79+AhBeXl7ace7uomPHjgIQ8fEzBAjh4yOE3dSkuAPK4aNQKBQNnKgomKANlmDGjPpdS4Pifo01u4ufk5QEMTEQFwevvAI2G7i5walTP2yJCoVCoVAonBk1Clq0gKIiCA5+AYPBQHp6OhMnTgRg7ty5/MgeAPPFF1/ISVyff/65fH7jxg1OnjyJi4sL27dv58qVKzz22GOA5vL55S9/icFgYPXq1Vy4cEFm97z//vv07NmTgQMHYjab+fTTT0lISMDd3Z38/HzeeustRo4cSf/+/SkvL+fdd9/Fx8dH5vT87W9/w2q18uabb+Lu7s6OHTvYvHkzwcHB0mX08ssvk52dTdu2benXrx9lZWX87ne/AyAuLo4pU6bIcwBERUXJ8/8aeAXYd6cL+APrp6+PHv3GYyqAAB8frFYrLVq0oLi4mKZNm7Jnzx4A2rVrpx1XUUFmZibgTlqadv2F0AanKu4i90GAuq+oO1QKheJBYdUq7WZLQIAQpaX1vZoGwjeNNYMf3oNusQixYYMQQUE/uNd92bI7T2C720PFHkbU93bDQP0dFArFg8I//qF9z/bpI8T48eMFIN58800RHR0tAPH5559LV0lKSop0z+j5PID44x//KJ577jkBiMcff9wpj+fKlSti8uTJAhCvvPKKuHr1qpy4tXv3brFkyRIBiJCQEKdzNm/eXFgsFrFmzRrpzsnNzRVFRUUiMDBQuoSEEDJraMSIEUIIIbKzs4XBYBCgTbg6e/as2L9/v9y2fft2IYQQZ86ckWtZtWqVEEKI4uJiERISItcRBKLwHtVP4fa8obp+vO2PTZs2FYBo3769AMSwYcMEIHr37i2dP1U/41T99B35Lt/ZSvBRKBSKesJiESI6WvtymzOnvlfTgNBVlLqUlHff1fqnFizQHr9L8VJX+mP1SuNbVBv3K1/6YUd9bzcM1N9BoVA8KOTmCuHqqn3XvvfeCgFam5Ye3jxgwAA56nvatGnihRdeEFAVIqwLDwcPHpStR1lZWWLgwIECEP/zP/8jMjIyZPtRfn6+ePbZZwUgnnrqKVFZWSkiIyMFIEex621KX3/9tbDZbKJPnz4CEL/+9a+FEEKurVOnTsJqtYqLFy/K9+7YsUP85S9/kWtr1aqVMJvNQgghfvKTnwhA9OrVS1itViFEVUtY+/btRaV9OsSkSZPk+/9TV2Eya9YPqp8szZrdUewBhIvDc6PRKAUrvU1NH3Xv6tpPgIv92EgBhap++g4owUcVLAqF4gHhb3/Tvtz696/vlTQwahNmPDy0RxcX5+2Rkd/uVtCd7DjV74B9i/NlZHy7GKCMjB98NR5q1Pd2w0D9HRQKxYPE449r37EvvmiW4svHH38sRZTExEQpyKxatUqKEGFhYXLS1pYtW2SWzxtvvCHfExwcLG7fvu00oWv//v3yfDk5OU4CzaRJk8Tf/vY3AYg2bdoIs9ks0tLSpBB0/fp1UVBQIF1HSUlJQgghfvzjHwtAjB8/XrqNdOHo448/FkIIce3aNSlUffXVV0IIIW7evClzgT766CPx1VdfOYku3V1dRZljIaLXTXod9T3rpz/fQegxODzX3Uxt2rQRgMzp8fX1lX8r+In9UXf7/FTVT98BJfiogkWhUDwgXL1a9T186FB9r6aBoSch63eivvzy+ztyvsmOA1qL14YN3/qW0v3Kl37YUd/bDQP1d1AoFA8S+k0XHx8hfv97zT0zdOhQkZCQIADxi1/8QrpsXn31VSlGPPvss+LFF18UgJg8ebIUZnx9fUVBQYFo0aKFAMSMGTOkkBIZGSkqKyvFoEGDhO4A0p03gFiwYIEoLi4WwcHBwtHl06tXLwGI3/72t0KIqpHs3bt3FzabTZw+fVqOJN+/f79IT08XH3/8sRRNbty4IYQQ4t133xWACA8PF8XFxUIIIT755BO5bl3k+tnPfiaFoFcmTaqqn/71r7tSP3ncQfABhJenp5PgExERIQAZoj127FgBCB+fIAHd7O/7pYBJAvJV/fQdUIKPKlgUCsUDxLRp2hfbK6/U90oaMD+kf8piEeK99+66HUc5fO4O6nu7YaD+DgqF4kHCZhOibVvte/bvf8+Wwsnnn38uQMvB0UWRkJAQmRvTtGlTcfjwYc2VYjCIEydOyJyZ//znP+K9994TertUaWmpCAsLE4BYuHChdAD5+/s7CR09e/YUNptNvPPOO8LR5ZOSkiIA4e3tLfLy8kReXp7ME0pNTRWlpaXiySefFKBl+dhsNmE2m0WXLl000cZeGFZUVIjY2FgBiN/97ndCCCHMZrNo1aqVXMNTTz0lrFarzA8CxKJFi+5a/XT1G8QevYVLf65PDvPw8BDu7u4CEIMHDxaAGD78CftxHgJuqPrpe6CmdCkUCsUDxE9/qj3OmwclJfW7lgbL1q1w+XLd+4WA7Gz4859h0yawWrXt+gitX/3q233O1avfekmDB0NkJBgMte83GLRpbIMHf+tTKhQKhUKh+BYYDFX10+LFkUywjz7NzMykRYsWFBUVYTQa8fX1JS8vj48++oiwsDCuXr3KgQMHiI+PRwjBBx98wK/sNcIHH3zAs88+i6+vLydOnGDTpk387Gc/A7QJXZMnT6Z58+YUFRUxadIkXn75Zby9vdm/fz+pqan8/Oc/Jzg4mNOnT7Nw4UImTJhAjx49uH37Nu+99x5NmjSR5/u///s/pk+fTl5eHm5ubqSnp///7d13eJPl18Dxb7qBtpRpS1soUNnTMkRBQKbIhioCggVRZKmgP1BRQVAQQVAQQRwMmWWIgrKHrBfKEmSvIpRZZhelTc77R5qHFsqGtknP57qeqyV5ktzJXa/neHLf5zBv3jxcXFz49ttvAZg4cSI7d+7Ezc2Nr7/+GoCvv/6aI0eO4OLiwqhRo4zPo0WLFjg5OdGoUSM+/PBDALp168ahmTMfSfzU/g5zYUsoWCwW8uXLB1i7hwGUK1eOxMRESpcuzfr16wHImTMu5RHtgHzpzq3GT4/Q488/ZSz9hkopZW8sFpESJazfZvzwQ2aPJou61/1TtsPf/8YG//s57vPrpHnzHnyVtLLS63bWoPOglLI3Fy7cKEvz9dfWOj158uQx6uvUqFHDKN7cpEkT+fLLLwWsNWVWrVplrED577//jK1Qc+bMkb59+wogDRo0kLNnzxo1fzZt2mRsr7Kt4vnggw8EkIoVK4rZbDZW+Tz55JOSlJQkv/32m4B169WFCxfkzJkzkiNl6xNYu4LZtocFBgZKbGysiIi8/PLLxqoYi8UiFotFGjZsKIC0bNnS+AzeffddAcTb21sOHTokItbVP88995wAUqlIEUkAmQJy9SHiJ+5yuKd0DrO9N09PTwGkWLFiAkijRo0ErAW1bZ8nRGj89IB0S5cGLEopOzNypPVCV7myNQGkbnKv+6ce9HiIlhDlyt36dPdY91mJXrezCp0HpZQ96tTJet3t1CnZaMv+7bffGlu4Ro8ebXSK2rhxo5GI+PPPP+Wpp54SQD777DP55JNPBKz1Zo4ePWpsT9q9e7eEhYUZSYvo6GijVs/kyZMlOjraKKo8b948iYmJMe6fOnWqWCwWqVixooC19o+IyEsvvWQkSr799luJj4+XoKAgAeTDDz8UEZH//vvPKOA8I6WYzZ49e4xxLV++XERErl+/bnQXq1ixosTHx4uISFRUlNGq/bmU16oEaYs53+PxyR0SPS7p3Gbb8mbbDufu7i6+vr4CGImsatWqi4+Pxk8PShM+GrAopezM+fMi7u7Wi92WLZk9mizItgf9XrpsPUiy5wG/TvrnH+tTODmJzJ79YJ1Oszu9bmcNOg9KKXu0caP1OuzhIfLRR0ONVSS2gsmurq7StGlTASQsLMxYEVOvXj2ZPn26AFKwYEGJjIw0as1s2LBB2rZtK4B07drVqPkDSJkyZYxVPUWLFpXr16/LwIEDBZDy5cuL2WyW4cOHS+pVPvPmzRPbKpyjR4+m6lSF/PTTTyIismDBAgHEzc1NDh48KCIiQ4da34+/v7/ExMSIiBiFo728vOTSpUsiInLy5EkpWLCgANKlSxfjs1m6dGmaRMwnDxAjxdwh2XO7RI8teVW5cmWxrVICay0l23t/882pAiJ+fiLLl2v8dL804aMBi1LKDnXsaL2+vvCCXvjSZWur/qiTPg/xdVLXrtanCA19xO81G9Hrdtag86CUskcWi0iFCtZr8WuvnRJnZ2vHKttKHhcXF/nrr7+M5M/mzZuN1T+bN282EhA//vijsbWqTZs2snHjRmN1ytmzZ43VKnnz5pWLFy8a/544cWKalutz5sy5ZZWP2WyW8uXLC2AUiM6bN68Akj9/frlw4YJYLBaji1Xjxo3FYrFIQkKC0TXsww8/lFWrVhljB6RZs2ZiNptFRGTFihXG6h9bEungwYNG8WRA3gRJTBX/JINcvkN8tALE9R4SPbYx2V7ftqLKVqC6atWqAkirVq2M9/zUUwkCIkOGZOZfj/3ShI8GLEopO/T557debwMCdGlrGvPm3b29+v0co0c/cFbt/PkbtQPWr3+0bzM70et21qDzoJSyV926pb60tzESEW5u1noygwYNMrY99e/f3+iM1aFDB6MmT5kyZWT37t1G4uLIkSNGO/EOHToYz+nq6ionTpyQMWPGCFjr7ly7dk0+/fRT43mSk5ONVT7BwcGSlJQk4eHhxnO4uLjIxo0bpWzZsgJI9+7dRUTkwIED4ppSC2fhwoUiIkYNIFdXV6PdedOmTY3VSENSZUxsK4I8PDxk3bp1UqpUKQGkcOHCxms/i7XjloD8D+RJkD0p/7aAdAaZBHIRJPddEj22dvCpD9tKo+Dg4Fteu0aNGgJIx44DBKwr28+dy5Q/GbunCR8NWJRSdsa2eOXmfIQWr0tHcrJ1+dPAgQ+3jesBa/bY2BJ0ISFad+lh6HU7a9B5UErZo1vjpy9SJSA+FkDy5csns2fPFtu2o7Vr1xorU/7991+jBs+ff/5pFBd+++23ZdasWWlWrvj7+4t1O9KbkpCQYPx77NixcunSJfHx8RGwtnCPiYkxCkFPmTJFzGazsVqnZs2aIiKyZs0aY0XMlpT9/LbtYkFBQRIfHy8Wi0Xq169vvKfKlStLfHy8/PLLL8ZjlyxZIiIiZrNZXnjhBQGM+j8BAQFy+vRpWbx4sbHlyt/LS4amStLMTvnwxtsSOSDV7pLssR2pC1DbVu+kTvjYikfbEm5OTk7StGmkgEhYWKb92dg9TfhowKKUsiO28jSPMTfhmB6mrs9DZtGuX7c2sgCRqVMf4XvKhvS6nTXoPCil7M2t8VOcQNFUCYgvxNnZ+u9vv/1WSpYsKYCMGjVK6tatK4D069cvTV0fW90bT09POX/+vJEMypcvnyxbtsxY2XLkyBEZP368AOLn5yfx8fEyZMgQAaRUqVKSnJxsdAWzrfJZsWKFkaTZtm2biIixeqhKlSqSnJwssbGxxjazQYMGpTkHkAEDBhjv/8033xSwbg87duyYiIhER0eLn5+f8TqLFi0yzj9w4ICxpcx2NAX5D2QHiHvKbcXvIdFjS4Kl3mJmO2zbyJycnIytbbZEVMOGLcTZ2TpfO3dm3N+Ko9GEjwYsSik7cq8NqO6zY3j28CB1fR7BPrmZM61P9cQTIteuPaL3kk3pdTtr0HlQStmbW+OnsSlJh7wpP/0ErFuvihYtKt9//73YtmEtXLhQwFr8eNeuXUbiYvv27cZWq7ffftuoR5M/f365du2aUWenU6dOkpiYaHQGGzVqlFy5csWozfPrr7/esspHRIztZFWrVpXk5GQ5ffq0Uf9nwoQJIiLGaiQPD480tXlsSZRly5aJiMi1a9eM+jhPPfWUJCQkiIjI1q1bje1f+fLlMzp6iYicOHHCqK2TZnvWPSR5bj5sn42tG5jtsCWVbF3QfH19jcRZu3bLBERq187QPxWHcz/XbCeUUkplqtOnH+152Urr1jB3Lvj739v5gwdDZKT1cQ/hm2+sP996C9zdH+qplFJKKfUAbo2LegDjgV+AAOA04IqnZz6OHTtGrly5eOKJJzhx4gSXL1+mTJkyxMTEsHTpUkJDQwH4+uuv6du3LwCzZs3imWeeIUeOHERHRzNx4kSGDBkCwK+//sqRI0f4+OOPARg+fDhOTk689957AAwePBgPDw/atWsHQN++fYmPj+frr7/G29ubiIgIfvjhB3x9fY3n/OCDDzh//jyhoaE8//zzXLt2jbFjx7Jy5UqGDRtG165dsVgstGvXjmPHjuHu7s7cuXPJnz8/27dvp0ePHogIISEh7Nixg5CQEC5cuECjRo348ssvsVgs9OvXj7i4OAoUKECvF16gqqsrJiA55RMsBNxrWOPh4QHAlStXAHByckqZF+vEJCUlAVC5cmViYmJ48skSLFtWD4C3377HF1EP7/HnnzKWfkOllLI3usLnEbDV9ZkxQ2Tw4Fv3yD1EJ66bbd5sfUo3N5EzZx7JU2Zret3OGnQelFL25s7x06iUFSclpXNna0HlkJAQY9tVhQoV5McffxSw1uaxdeVycXGRw4cPG124pk2bJmPHWlcOFSxYUGJiYoxuU6GhoXL9+nUpXry4APLFF1/I1atXjVU9kyZNSrOF6sMPPxQRMZ4vd+7ccubMGUlKSpKKFSsK3GirvmfPHqMo8q+//ioiIgkJCVKtWjUBpGLFihIXFyci1g5dttU2r732mvH5JCQkSFhYmPH6tjbpLi4usmnTJhEROXLwoLikrG5qe9N2r9sdqVcc2Wr4FCpUSADjc7Ot+nFycpInn3xSAHn55TECIkFBWqbgYemWLg1YlFJ25G6laLSGzwNInQB6xP3tO3SwzkunTo/sKbM1vW5nDToPSil7c+f46aqAtYjyzz9PNhITCxYsMLY0/fHHH2kSO7YCw++//77R8erJJ5+UuLg4owjx0KFDZffu3UaCZfv27TJt2jQBJE+ePHL58mWjdo9tW5Vty5arq6vs2bNHkpOTJSQkRADp2LGjiIhs2LDBSKJs3LhRJk2aJD169DC2dm3dulVErFuybJ2w2rdvL5aUrhG2DliAhIWFGdu7LBaLTJgwwej+ZTKZJCgoSPr37y+LFi2SdevWSbt27Yw29vd62LqE2d6bLcFTpkwZgRut2J9++mkBa4v20qUvCYiMHJk5fy+ORBM+GrAopezMnUrRaJeurOPUKRFXV+u8pNRbVA9Jr9tZg86DUsoe3bmU34cCSPXq1aVnz54CSKNGjaRPnz4CSIMGDeTzzz83VszYWqC7ublJ165djYLDEydOlBkzZhirci5cuCDt27cXsLZIT05ONlbyDBo0SGJjY42OXYDMmTNHmjVrJmDt0GU2myUiIsJIGq1atUpExFiNExwcLE5OTpIrVy6juHRAQICcSVlWvHbtWmP1z6hRo4x6RKmPkJAQo5CziMj//d//GSttHtVhG7+tPo8t+WNL8MCN7lxNm74pIJIrl8ilS5nwh+JgNOGjAYtSyg7Nm5d+t65mzTJ7ZMrm44+tc5LSUVU9Anrdzhp0HpRS9up28VOXLmeMlSizZs0ytiItXrzYKNK8Zs0aIzmxdOlSKVy4sJG0sCWGChUqJLGxsVK+fHkBa6esgwcPGs+xadMmo9Cyt7e3nD171ui05ebmJtHR0XL8+HHjdX788UcREWMFT6lSpSQxMVHOnTuXJlHUuXNnuXz5stFd7Nlnn5XExEQRubEtzGQyGQmXvn37yl9//WUUjs6TJ48sWrRI/vnnHxGxrvY5fPiw/PLLL9K4cWMpXLiw5MmTR1q1apVmm9a9JnpsrxMYGGgkzVKf5+fnZ3xGdersEhDp0SPT/kwciiZ8NGBRStmp1DuRvvxSjG9DLlzI7JFlX7Y5mTxZJHdu65yEh2f2qByHXrezBp0HpZQ9Sx0/detmvVaXLi3y5pvdBZAmTZrIyy+/LIB06NBB2rVrZ/xuS+w0bNhQiha1tnH38PCQ6OhoIwE0YsQI+f333wWsdWtOnz4tXbt2FUCef/55MZvNUqFCBQGkfv36Ajdq3YSFhYmIyMiRI41Eyblz5+TSpUvGlrLPP/9cRESeeeYZI2Fi6661f/9+Y/VMt27dxGKxiMVikU6dOhnnPvnkk3ItpW3o8ePHjVo/tqNly5ZGsujixYvi6+srLi4uMmDAAGOL2L0ettVFcKMtu6ura5ptY4DxeRQrVstIwu3fn/F/G45IEz4asCilHIDFIlKxovUCOWRIZo8me0rvW0NnZ5E5czJ7ZI5Dr9tZg86DUspRXL4s4u1tvWZPmHDISLzMmjXLSFIsWrTI+H3dunVpVrjYEhZDhw6VX375xUjSXLp0yahJ06tXL4mMjDSSHCtXrpQFCxYYyQ9nZ2fp379/mm1bqYszd0opBPjrr78aCSbba9mOggULyvHjx0VEZPHixcZzjR8/XkRERowYkWbMgwcPluSUmoWJiYnSrVu3NM+XM2dOqVu3rjEG2/M9yGGr+WNb3WNrZV+uXLlU59kSQ7MFRNzdtUTBo6Jt2ZVSygGYTNC/v/X3b76B+PjMHU92M38+tG0LJ0+mvd1shpdftt6vlFJKqawld27o0cP6+5QpwbRp0waAxYsXU69ePcxmM8uXL+f555/HbDYzf/58WrRoYTz+5ZdfBmDEiBE0adKE0qVLc/HiRUaNGsUXX3wBwMSJExER3nzzTQAGDhxI8+bNCQkJISkpiTZt2vDFF1/w1ltvAfDmm2+SnJzMDz/8gMlkYurUqaxatYr27dsbLdht5/bo0YOKFSty7tw5WrRoQVxcHE2aNGHYsGEA9OnTh7Vr13Lu3DkAatSogYjw6aef0rBhQ86cOYObmxvXrl0DIFeuXHh7exMfH8/q1av5559/ABAR/Pz8cHZ2vufP1tXVFYCEhAQAoqKiADh+/DhAqudyxtrs3QdoBUBiojWu0vgpgz3u7FNG02+olFKOJClJpGhR67dU48Zl9miyD1vnD0j/0M5pj45et7MGnQellCM5fdq6ogREJk3aamxFsnXUypUrl8yZM8dYrdKxY0djZcr27duNFuZ9+/aV+fPnG485c+aMsWXrtddek1OnThkdwBYvXixr1qwxnmft2rVy+fJl8fPzE0AGDhwoIjdq95QoUUISEhJk3759xgqjggULSlxcnERGRhqdr9q0aSNms1ksFouxFS1//vxy7NgxiYiIEIvFIlOmTJGcOXMKWFuj27qMOTk5yaZNm8RsNsvOnTvF399fwFpv548//pBixYrd04oe29Yt2+doex3A6GBm2w4HzgL5U373EojR+OkR0xU+SinlIFxc4L33rL9/9RUkJWXueLKLdetuXdmTmgicOGE9TymllFJZi68vvPaa9fcFC0KoV68eycnJREREULFiReLi4jhw4ADly5cnNjaW3377zXjskCFDjNU048aN46mnnqJatWrExcXx+eef8/nnnwMwdepULl++TK9evQDo2LEjXl5edOvWDYBu3brh7u7OuHHjABg+fDh79uzhiy++wNfXl4MHDzJ8+HBKlSrFwIEDAbh48SLbt2+nSJEiLFiwAFdXV+bNm8fgwYMxmUz89NNPVK5cmejoaJ5++mkuXbqEyWSiU6dObN26lXLlynH27Fnj+erUqYPJZCIpKYk1a9YQFRVFrly5yJ07Ny1atODo0aM4Od09JWA2mzGZTMCNVT5Xrlwxxgzg4+OTcvZzQDRgAmKAz43n0fgpE2RAAipD6TdUSilHEx8vUqCA9ZuRX3/N7NFkDzNm3H51T+pjxozMHqn90+t21qDzoJRyNIcOiTg52Wr5LDPq2Hz//ffGappJkyYJIAUKFJB33nnHqGuzfv16qVOnjrGSZ8WKFUZ9nqNHj0rLli0FkLZt20p0dLS4ubkZK2/OnTsnvr6+xqoei8UiLVq0EECeeeYZMZvNRlcvNzc32b9/v5jNZmnTpo3xHEeOHBERSVPXZ9asWbJ//355/vnnjRbrJpNJBgwYINevXxcRkbi4OClVqtQtK3RcXV3T7cSVugDz7Y7Uq3tsh60zWKFChYzP0jYeKJ1yXqjAywInNX56xHSFj1JKOZAcOeCdd6y/f/ml9VKpHi8/v0d7nlJKKaUyVnCwtWYMwN9/16dy5crEx8dz5swZChcuzLlz50hMTCQgIIDz589TuHBhunTpAsCAAQOMVT5Tp07F19eX+vXrk5SUxKBBgxgyZAgmk4m5c+eyZcsWJCU4u379Os7Oznz33XeAdVXPv//+y9ixY/H09GTjxo388MMPhIaG8sILL3D9+nWjDtDUqVMJCQkhOjqaZs2aceXKFV577TX69esHQOfOnWnXrh2rVq2idOnSdO/eHRFh+PDhPPfccxw7doycOXMyZMgQ8ufPT1hYGC+++CL58uUjKSkJi8UCQIUKFcifPz8AycnJuLm53fFzNJvNxu85cuQAMFb72O7z9/cHoGzZZ4B9QC7ge2AW4H/Lc2r8lIEee/opg+k3VEopR3Txooinp/VbkcWLM3s0js9Ww8dk0ho+j5tet7MGnQellCPatu1Gh81vv51prKCxdbgKCAiQH374QQDJkyeP/Pvvv+Lh4SGA/P7779K6dWsBpEWLFrJlyxZjFcvu3buNuj+2VS62Wj6dO3cWEZFWrVoJINWqVZPk5GT59ttvBRBvb2+JiooyVg0B8u6774qISFRUlFFnp1GjRpKUlCTJycnywgsvGOfmyJFDIiMjRURk7ty54uPjYzzv7NmzxWKxSEJCgvEZWCwWOXz4sMyfP182bNgg3bt3N57L3d39jqt7bCuAUnf0st2WO3duY7WP7f4yZcqknNdf46fHSNuya8CilHJA771nvVg+91xmjyR7mDfv9skek0lbiz4qet3OGnQelFKOqkED6/W7R48ko7DwqFGjJFeuXEZCxpao+N///icDBgwwkhf//vuvsRVqw4YNxrarFi1ayOHDh9Nsd/rpp5+MxMeSJUskKipKvL29BZAxY8ZIcnKyVKtWTcBaiLlhw4Zpkis///yziIhs27bNKMDcq1cvERE5ePCgMQ5XV1eZMGGCWCwWERGJjIyUZ555xnieJ554Qpo2bSqDBw+WP//8Uw4fPiw///yzNGrUKM22rvS2aqV33Hxe3rx5jWQZIJUqVRJAqlSpkpJEyilwTuOnx0gTPhqwKKUc0MmTIq6u1ovmhg2ZPRrHt317+gmfwEANVh4lvW5nDToPSilHtXKl9frt4SEyfPh3AkiRIkWMxEW+fPlk4cKFxoqXXbt2SZ48eYwkzuuvvy6A1KpVS/bs2WMkTTZu3Gh0qsqdO7dcu3ZN3nnnHQGkcOHCcvXqVZkwYYKAtcPXsWPH5J9//kmTQHFzc5OePXsaK2dWrlwpIiILFiwwkkfjxo2TTp06GatpbI9t0aKFnD9/XkSsK4Py5ct3z0mc+0n02OoTpT5st7m7u4urq2ua1T0vvPCekeDR+Onx0ISPBixKKQfVtav1otmsmcjq1daid6tX69LYx6F5c+tn3a6dftaPk163swadB6WUo7JYRKpUsV3T48TLK7+RuLAlVcaPHy+1a9cW25askSNHCiD+/v5y8OBBY5vXokWLpEuXLgJI+fLl0yRBBg4cKLGxsRIUFGSszjGbzVKrVi2xbdGyWCzSt29f4zFvv/22WCwWeeWVV4zE0d69e0VEZPjw4QIYCSaTySSbNm2SUaNGGUkWPz8/Wb58uXTr1k0AqVy5sqxbt07GjBkj7du3N8adN29e+eyzz6Rq1arGa9tWEd3Lli5PT880/y5cuHCaz8D2M0eOHFKkyBkBkS++0PjpcdGEjwYsSikHtX9/+qtOAgL0W5NHacsW6+fq5GT9zNXjo9ftrEHnQSnlyGzb4q3Hh0ZC45lnQgWsXaZWrVplJFY2b95sJDW+/PJLef/9943ExtGjR40VLr169TJW3zg7O8v27dtl+fLlxvOsW7dO9u/fb5z/66+/yqeffmq8fuXKlSUmJkYSEhLk2WefFUCCgoLk7NmzYrFY5LXXXjPOrVu3rrGNa8eOHel241q1apXxnhctWmQkYX744Yc0dYBsCZzUR+o6PbbVPbafqe9Lfb4toWRb3dOgwbsC1u6yMTGZNduOTxM+GrAopRyU1pXJGC+8YP1cU+ouqsdIr9tZg86DUspRzZt38/ait1MlLn4UX99gAeTjjz+Wl19+2ViNM2XKFAHEx8dHDh8+bBRHnjZtmrz77rsCSOnSpSUhIUHatm0rgFSsWFGuX78uXbt2FUBKliwpCQkJMnToUAFrYWjbyhpb0qVp06aSlJQk58+fl+LFiwsgTz/9tMTHx0tiYqLUrVvXGG9oaKhcuHBBRKwt2N988800SRhXV1d56qmnpGvXrkaNHdtqoJtX7dztsD0uX758aZI+tpbzpUtb26+XKFFCAPHw8BB//1MCIqNGZfKkOzhN+GjAopRyQLbOUeklfGxJH+188PA2brzR0ePw4cwejePT63bWoPOglHJEt8ZOxwVSd6YKlLx5Z4hti9OGDRuMRMeSJUuMrUrvvfeeDBs2TMBa/ycyMtKo3zNgwAA5c+aMkRj57LPP5NKlS+Ln5yeAfPDBB5KYmGg8V8GCBaV69eqyceNGY4XMW2+9JRaLRfbv32/UDwoNDRWz2SxJSUkydOhQI1FTqFAhWbZsmYiI/PXXX2Lb9mXrmpXeUaRIEXnrrbekWLFixqqf1PenLuZsS+ykXtXj5ORknGNb9WMrem1L/NSt20dAxNdXJC4ukyfewWnCRwMWpZQDWr369sme1Mfq1Zk9UvtWv771c+zaNbNHkj3odTtr0HlQSjmiW2OnjQJFBWoJBKYkND6XsmWtXa66du0qffr0Edt2qz/++EPAWpx4//79RhInX7588uGHHxrJkM2bN8v06dONlTG7d++WBQsWGAmS7du3y+bNm40kytChQ0VEZP78+cZtX375pYiIrFmzxkg69evXz9jGFRERISVLljSSML17906TkLJYLHLs2DEJDw83WsVXqVJFNm7cKGvWrJEiRYoYK5ZuTubcnOCxvb4t+RQYaP2sbAkj20/bc7q5uYmf30kBkW++yazZzj7u55rthFJKKbtw+vSjPU/d6u+/YcUKcHWFgQMzezRKKaWUehi3xkQ1gH3ATGBYym3DeeGFDwH45ZdfaNOmDd7e3uzYsYPLly9Tp04dEhMTGTZsGO+//z4AFy5coFChQrzyyitYLBbCwsJo1aoVzZs3JykpibCwMJo2bcpLL72E2WymS5cuVK5cmeHDhwMwcOBA5syZQ6tWrfj6668B6N+/P7Nnz6Z27doMG2Yd26hRo6hXrx4nT56kSpUqbN++nZ49ewIwduxYdu/ejbu7O6VKleLgwYMEBgbi7+/PqVOncHNz46mnnuKll16iTp06HD9+nPz583P58mVExPhELBYLrq6uaW5LSkrCZDJx6dIlPDw8OHHiBC4uLpxO+UCjo6MByJEjBwDVq3fj9Gl//P3hjTcewcSpR+exp58ymH5DpZRyVLrC5/GyWERq17Z+ht27Z/Zosg+9bmcNOg9KKUd059jJLFBFAGne/C1p06aNAPLCCy/I559/bqxg+fvvv40VMLYW7YC0bdtWoqOj02ztioqKMmr9fPnll3LmzBmj/XutWrUkOjpaevXqZayKWbNmjYiIvP3228Ztf//9t7z66qtpVt/4+PjItGnTjNU+f/31l7HaKPWRK1cuefrpp6VAgQK33d5Fyraw291n2zpmawFfsGDBNFu3bCuBbK/v6uoqBQv+JyAyfnwmTnY2cj/XbJNIqlSeA7h69Sq5c+fmypUreHt7Z/ZwlFLqkTGbISgIoqKsYcrNTCYICIBjx8DZOcOHZ/dWrYJ69cDNDQ4fhsDAzB5R9qDX7axB50Ep5YjuFjvBWqAOzs7O/PHHHzRv3pzk5GQWLVrEG2+8walTpxg1ahSbNm1i7ty5uLi4kJycjJOTExaLhVmzZuHu7k6rVq1wcnJi06ZN7N27l7CwMNzd3dm5cydbtmyhc+fOAISGhjJz5kxCQ0NZsGABuXPnZv369ZQuXdq4zcvLi9jYWESE8PBwRowYQUREBACtW7dmwoQJFChQgIsXLzJ37lx27NjBjh072LVrFwkJCcY7y5UrF82bN8dkMjFjxgzj9ieffJJDhw4Z78HNzY3r16/j6elJbGwsAM7OzpjNZry8vIiJicHb25urV6+m+eRKlizJgQMHqFHjTTZtmkDhwnDwILi7P8oZVOm5r2v2484+ZTT9hkop5chsnSbSdpu4UbRZu3Tdn+Rk67d/06eLlC1r/Rx7987sUWUvet3OGnQelFKO6k6xE4hUrdpCwNotq3fv3kb9nkmTJhl1bCIiIoyVLcWKFZNPPvlEAMmbN6+cPn1a2rdvb6yCiY+Pl8aNGwsgNWrUkMWLFxurZ/LkySP79++X+Ph4ow17QECAnDhxQuLi4qR69erGufXq1RMRkaSkJPnss8+MlTcFChSQn3/++Zb3mZycLHv27JGZM2fKggUL5MiRIzJ27FijMLSzs7NRi8dWo8fWLt62Ksnd3VrQ2vYY2yofW62e4ODgNKt8nJ1dxNs7UkBk0qSMntnsS4s2a8CilHJg8+al362rR4/MHpl9ud3nqAFLxtLrdtag86CUcmS3u+aDSHj4ASOZMn/+fPH29hZAJk+eLGXLlhVAevbsaSRJChQoINHR0VK5cuWU7WDN5fz588bWrv79+8t///1nJEsKFy4sgHF/kSJFJCoqSqKjo6VUqVICSLly5eTSpUtG1y1bUmXAgAFy7do1ERHZtm2bMR6wtnVv2LChvP/++zJt2jRZt26dBAYGSpMmTaR27dppOm/BjfbqtiSP7bC9L1sSx/Zv21Y0Wxv2nDlz3tLdC14XUjqbzp6dyZOcjeiWLl2SrJRycGYzrFtnLUa4bh18/z34+sKhQ+Dpmdmjy/rmz4e2bW+/NW7uXGjdOuPHlR3pdTtr0HlQSjm61LGTnx/89BP8+ivUrAkVK/bmu+/GUblyZV566SU++OADAgMDGTNmDG3atDG2ctm2P3Xp0oV33nmHkJAQkpKSmDJlCt7e3sbWro0bN/LPP//w5ptvAtbixlu3bqVly5YcOnSI8uXL8/fff3P58mVq1KjBmTNnqFOnDh4eHixZsoSiRYty7NgxAMqUKcPkyZOpWrUq8fHxBAYGcvHixXt6z/7+/kRFRRnjL1KkCCdOnMBisRhbulxdXUlKSjIeY9vOZXtMnjx5uHTpEhUrVuSff/4B8gK21z8KFAU0fspI93PN1i5dSillh5ydoU4deOUVGD0aiheHM2dgxIjMHlnWZzbD22/fbi+/1TvvWM9TSimllGNIHTvVqQPDhkGOHLB+PYSEfGp05sqfPz+BgYGcOHGCAwcOUKdOHZKTk6lfvz4jR47EZDLx888/ExkZyeDBgwHo06cPVapUoX379kbXro4dO+Ll5QWAm5sbefPmZenSpfj6+rJ7925atGiBr68vf/31F56enqxZs4atW7fi7OzMsmXLmD9/PgULFmTv3r3UqFGDjz76iEWLFnHx4kV8fHxYsWIFEydOpGfPntSsWRMnJ+v/2hcpUoQRI0Zw+PBh47bk5GRKly7NuXPnsFgsgLU7l5eXF0lJSfj5+Rmfk9lsJn/+/EaC6NKlSxQqVCgl2WMCcqWcaQJypPmMNX7Kgh77eqMMpkuSlVLZ0bx51mXJOXKI/PdfZo8ma9NuZ1mLXrezBp0HpVR29Mkn1mt+sWIin3/+pQDi7+9v1O/x9vaWpUuXGtudfvvtN+nXr5+xRev06dNSrVo1AaRRo0Zptna99NJLabZKVaxYUS5duiQ7duwwto21bt1akpOTZdmyZca2ssqVK8v+/ftFROT8+fPSrl07YwuVbUvVW2+9JWaz2Xgfq1evNrZ5LVmyRHr16pWmU1fZsmWNcdz8XLatZzcfTk5OxphstX+gRspPl5Sfn2n8lAnu55qtK3yUUsoBtGoFtWpBQgJ89FFmjyZrO3360Z6nlFJKKfv0/vvW7V1Hj4KTUx+KFClCVFQUp0+fpnLlyly9epXw8HD69esHQLdu3ejTpw9lypTh7Nmz9O7dm8mTJ+Ph4cHSpUtZsGABEydOBCA8PJzWrVvzxhtv8MQTT/DPP//QvHlzSpYsycKFC3Fzc2P+/Pn06tWL+vXrM2PGDDw9PdmxYwcVK1bkyy+/xMfHh5kzZzJv3jx8fHyMLlzff/89Xl5eVK1albCwMPr27QtYV+00btyYcePGcf78eXx8fChXrhx79uxBRChZsqTx3m3Pdf36dcC6lQswtggFBgaSnJxMiRIlOHHiBLly5QH+SXl0d+Az4PVbPlONn7KYx59/ylj6DZVSKruKiLjx7UpERGaPJuvSFT5Zi163swadB6VUdvXzz9brfu7cIhMnzjBWysyZM8dY7dK/f38pX768UaQ5IiLCWP0yffp0GTVqlPG4Y8eOSYcOHQSQoKAgOXnyZJpVPc2bN5ekpCQJDw83Vt28/PLLcuHCBYmMjJSGDRsarxsSEiK7du0SEZFmzZoZxZdt3bTSO3Lnzi2vvfaa/Pbbb9KmTRvj9tTP6+zsnKaQc9GiRdNd/ePi4iI5c+YUQJ58snLK/c8KmDV+ykS6wkcppbKhKlXg1Vetv/frd+caNdlZrVoQEHD7+00mCAy0nqeUUkopx9apE1SqBFeuwK5dL1O1alViY2NZsmQJbm5ugHW1zi+//IKrqyu///47u3bt4uOPPwagZ8+etG3blpo1axIbG0uXLl0YM2YMxYsXJzIykoYNGxIYGMgff/yBh4cHv//+O926daNNmzaMHTsWgNmzZ+Pn54ezszNLlizhl19+wcfHh23bthESEsKAAQNYuXIlAGvWrCEuLo4DBw4wb948mjdvDoCPjw+///47+/bto2bNmnz22WfMmzcPV1dX6tSpw7Jly4z3bDabyZcvHxcuXMDHx8coEG3jmdIBJDg4mPj4eEqUKMGhQzsAZ+B70isFrPFT1qRdupRSyoGcOAElSsC1axAeDvnz3+hGUauWtWChgo8/hqFDb73dZLL+1C4TGUev21mDzoNSKjtbtQrq1bPGST//vI7OnZ/DWpRYMJlMiAiDBg0iR44c9O/fH09PT7Zu3UrHjh3ZunUrjRo1Yty4cVSsWJH4+HgqVarEoEGD6NGjB6dOnaJq1aqsXLmS1atX07p1a8xmM++99x5fffUV1apVIyIiAoCQkBB+/PFHKlWqxOnTp3nrrbdYuHAhAMWKFSMwMJBWrVpRtmxZypQpg5+fH//++y9jx44lISGB6OhoVqxYQXJyMmAtFl2+fHm2bduGyWQiODiYQ4cOGZ25TCYT3t7eXLlyxejGlSNHDhISEvDx8eHy5cuYTCZ8fX05ffo0Zcq8x969X93y+Wn8lLHu65r9uJcbZTRdkqyUyu4GDrQuqXV2TrvENiDAWtw5u4uNFQkKsn4mnp5pP6PAQP2MMppet7MGnQelVHbXrJk1FvDwEIEWxvamnDm7GNug1q9fL7Vq1RJAatasKbt37za2V33//fcybtw443H169eXPXv2GNum6tatKwkJCfLLL78Y5wwaNEg8PT0FkFy5chmvM2DAAImPjxeLxSKzZs2S/Pnzp7t9y8fHRypXriyurq5pbrcVjrYVZM6ZM6e0atXKuN82Zlsx5tRbumzbufz9/Y0i0oD4+QWKh0eMgEiePBo/ZSbd0qWUUtlYqVLWnze3xYyKgrZtYf78jB9TVjJ4MERGQuHCcPIkrF4NM2ZYfx47pt9MKaWUUtlRgwbWn9euAVQzbo+PDwHaYzab6dy5M+PHj8fT05P169ezePFihg0bBsB7771HpUqVMKUsd7G1WLe1XV+9ejXt2rWjY8eOfPWVdZXMoEGDiI2NpWzZshw8eJC2bdtiNpsZPnw4FSpUYM2aNbRs2ZIDBw4wY8YMPvroI1q1akWJEiVwcnLi8uXL7Nixg6SkJMqXL8+QIUPYt28f/v7+AMTExODn50fVqlVZsGABAH5+fiQmJhIQEJBSjDkX58+fB6Bs2bIkJCQQEBBAVFQUuXPnZvfu3QA88cQ3XLvmSd26cO6cxk/2Qrd0KaWUAzGbISjImshIj8lkrV9z7Fj23N61c6e11pHZDH/8AU2bZvaIlF63swadB6VUdpY2fjIDpYFDKffmBNbg7NwGs/kE3bp1o0aNGnTp0gVXV1c2b97Mu+++y9q1awkICODkyZPkypWLuLg4AgICWLduHZGRkTRu3JjExEReffVVJk+eTP/+/Rk5ciQANWvWZOHCheTNm5fffvuNnj17curUKQAKFSpEUFAQ48ePp2LFisaYExMTGThwIF5eXrRs2RInJyfmzJnDnDlzOHDgAADFixfH3d2dvXv34ubmZtTy8fLyIiYmBoAiRYpw/PhxypYty549e6zvOGdOo3bPwYMHqVy5KTt2/I67u4ldu6zlA1TmuZ9rtiZ8lFLKgaxZA3Xr3v281auhTp3HPZqsxWyGGjUgIsK60ik8PLNHpECv21mFzoNSKjtLGz9FAM8AXkAFYC0QAgzDZGqEiLBgwQImT57MwoULKVeuHHPnziUkJIS4uDgAfvrpJ0aOHMm+ffsoVqwY69atY9u2bbRq1Qqz2Uzv3r15/vnnadWqlTGGggULMnr0aF555RWuXr3KgAEDmDBhgnG/p6cnZcqUoXTp0pQqVQpfX1+6dOmCiBAcHMzhw4fTvCcXFxfy5s3LuXPnKFiwICEhIfz1118ARkKqdOnS7Nu3j/z585OUlMSVK1eMZE/RokU5duwYOXLkIGfOvVy4EMRnn1nrIKrMdT/XbN3SpZRSDuT06Ud7niP57jtrssfbG775JrNHo5RSSqmsIm1cVBU4AswApgN5gW3AKl588T0AunXrxtChQylYsCD//vsvP/74I23btjWewWQysWLFCooVK8bRo0dp0KABNWrUYPLkyQCMHTuWcePG4eLiwiuvvELp0qU5d+4cHTp0oHHjxkRHR/P999/TqVMn4zljY2PZsmULU6ZM4YMPPiAsLAzb2o3Dhw/j5uZG8+bNCQsLA8BisXDu3DnKlClDmTJljGSPs7MzcXFxBAUFsW/fPpycnMiTJw9XrlzB2dmZ+Ph4AC5fvgxA2bIfc+FCEGXKQP/+j/RjVxlAEz5KKeVA/Pwe7XmO4sQJ+Ogj6+/Dh0OhQpk7HqWUUkplHbfGRYWBxoA/8EPKbV9Su3Z9KlasSHR0NP/73/+YNGkSACNHjmTdunXGo19//XXWrVvHypUr8ff3Z+/evTRq1IhmzZoxbtw4AFauXEn37t0ZPnw4O3fuZMiQIbi7u7Ns2TLKlSvHF198wdq1awGYOnUq//77L+Hh4QwZMoT27dsbKztKlSrFtGnTOHHCut3s77//BqwJnzp16pCcnMyaNWtwdXUFrC3Zvb29iYqKAqBSpUocOnSIfPny4eLiAoCvry+XLl2iSJHSbN3aD4CJEyGlS72yI7qlSymlHIhtD3pUlLVvws2yUw0fsxnWrbN+a/fdd7Bhg3VL1/r14KRfd2QZet3OGnQelFLZ2d3iJ3gd+ImAgABmz57N888/T2JiIt999x07duzgxx9/xMfHBz8/P6pUqcK0adNwdnZm3rx5lCxZkueee47z58/z7LPPsnTpUkaPHs3HKXujgoODGT9+PA0aNODgwYO89dZbrFq1ynhld3d3JkyYQPny5SlRogReXl4kJCSQL18+EhISGDduHBEREfz2229cuXLFeFyNGjXYv38/ly5dolChQpQuXZqVK1cCkD9/fqKjo6lQoQK7du3CycmJihUrsmPHjjTvukCBNZw/X5s33rAmfFTWoFu6lFIqm3J2vrFdKaVJRBoiMGaM4yd75s+3Bm5160L79tZkD8BLL2myRymllFJp3S1+gjH4+gZz8uRJxowZw/DhwwHo168f3bt3p1ixYly+fJkCBQowbtw4OnbsiNls5qWXXiIyMpLly5fj4+PDhg0baNGiBS1btmT27Nn4+flx+PBhGjZsyCuvvIKXlxcrVqxgypQpuLu7A9bizGFhYVSpUgVvb2/8/f15+umnSUhIwGQy0atXL6ZMmcKVK1fw8/Ojd+/e/O9//yMiIoJLly4REhJChQoVjGRPjhw5iI6OJiAgwCjSXLNmTXbs2IGLS+olPJ04f742Tk7w7LOP6YNXj52GvUop5WBat4a5cyGlI2caLi5QrFjGjykjzZ9vLcqcXqeyvn21Lb1SSimlbnWn+MnHx5OpU2fg4uJCeHg4uXPnpkGDBly7do033niD6dOn4+3tzd9//03r1q0ZP348bdu25fr167Rq1YqLFy/y119/kStXLlauXEn58uWZO3cu+/fvp0+fPjg5OTFr1ixKlSrFd999R2hoKDly5ACgSZMm1KxZkwIFCgBw6tQpdu3aBYCIGEmev//+m4iICMxmMyNGjCA5OZlmzZpx7do1lixZgnPKt30JCQnkyJGDhIQEzGYz1atXN7aBJSdXTfWurSuQLBZ47TWNn+yVbulSSikHlXpLk68vjB5tbUVeqhRs2wY5c2b2CB89bUtvf/S6nTXoPCillFXq+ClPHnjnHThwAJo3h2rVvmDgwI/w9PRk6dKlNGvWjIsXL9K8eXPeffddmjVrRmxsLI0aNWLOnDl07NiRP/74g1y5crF06VISExNp0KABFouFPHnyMGPGDBo3bsz27dvp3r07ERERAFSuXJkXX3yRw4cP8+uvvxrJmkuXLnHw4EFee+019u/fz+DBg+natSsLFiwgPDzcSNwAxu0XL17E19eX8uXLs3z5cgCjq1dwcDD//fcf169fx929IYmJy1J9EouAFwGNn7IabcuuAYtSSt0iOhoqVLAGMI66F1vb0tsfvW5nDToPSimVvn/+gWrV4Pp1GDvWzJw5dVm3bh3Vq1end+/edOzYEYAePXrQrl07GjduTHx8PC+++CLTp08nNDSU5cuX4+3tzezZs3nxxRexWCzG87du3ZrRo0fj7+/PxIkT+fDDD41aPDlz5iQ4OJgnn3wyzVGgQAGmTp3K2rVr2bRpE6n/l97Z2dmozWM2mwkJCSE4OJjZs2cDN+r35M6dG3d3d86dO0fp0k+zb99mQIDqwH7ga6BLms9C46esQRM+GrAopVS6Vq6EBg2stXzmzbMuX3YkM2daa/bczYwZ8Morj3886u70up016DwopdTtffONdaWPhwcsXHicl16qyJUrV3j55ZeNRIrJZGLatGkUKlSIF198kYSEBFq0aMGUKVNo3rw5f//9t7GVqnr16jz77LN88803mM1mcuTIwccff0y/fv24ePEi77//PrNmzSI5Ofmexle9enVCQ0P5v//7P+bOnWvc3rp1a06cOEFERAROTk60adOG8PBwTCYTJUuWZP/+/RQvXpxTp86TkHAVeA0YDXgBty7l0fgpa9CizUoppdJVrx68/77199dfh+PHratiZs60/jSbM3N0D0/b0iullFLqUevTB154Aa5dg379ijBmzAQAI9lToUIFRIROnTpx+vRpFi5ciLu7OwsXLuT111/nt99+o3r16iQkJABQokQJvvrqK3bs2EGtWrVISEjgww8/pEKFCsybN4+nnnqKvXv3cvDgQRYvXszo0aPp0aMHDRo0ICgoCGdnZ6pXr87IkSM5evQoo0eP5uTJk/z+++/GmHv06MGGDRuIiIggT548fPTRRyxcuBCAp556iv3795M7d27MZnNKsqcGMAHwIb1kD2j8ZI90hY9SSmUz169buy1s3Qru7pCYeOO+gADrt1j2uvInPt663/769fTv1z3oWY9et7MGnQellLqzs2ehYkXrT09PiI1tBfwGQN68y6hceTYrV/6Ek5MT06dPJ3fu3LRs2ZLr16/Trl073nrrLWrXrm08X9WqVRk3bhxVq1Zl+vTpvPfee5w9e9a4PyQkhL59+xIcHEzx4sXJmzcvJpOJpk2b4uXlRZs2bdiwYQNz587l5E3FC0NDQ/ntt99ISkqiXLly1KxZkwkTrEmqSpUqsXPnTpycnKhUqRLbt2+nUKFAzpyJwGJ5It33rvFT1qJbujRgUUqpOxo3Dnr3vvV2WyvSuXPtL+kjAl26wOTJ1n+bTNbbbOz5vTkyvW5nDToPSil1dx9/DEOH2v71PjAy5fdCwAqef34kq1b9jJOTEzNmzCBnzpy0bt2a5ORkypYty549eyhfvjyRkZHExMQA0KVLF4YNG4abmxuffPIJY8eOTfe1fXx8CAoKYufOnbfc5+XlRdOmTZkzZw7mVMu1mzVrRnx8vNGS3cPDg2vXrgHWVuzr169PqRO0gV27KgEaP9kD3dKllFLqtsxm+PLL9O+zXeDfecf+tnd99ZU12ePkBAMH3tpWNSBAgxWllFJKPRiz+caXSpAETE/5PQA4BdRjz55+dO78GhaLhQ4dOnDt2jVmz56Ns7Mze/bsoUaNGgwbNoyDBw/SuXNnAH7++WdKlCjB1KlT6dSpEwCurq68+uqrPPfccxQqVAiAy5cvp0n2eHl50aFDBxYuXMj+/fupUqVKmmRPr1692L17NytXriRHjhx07drVSPZUq1aN9evXAxASMo1duyrh4wNjx2r85Gh0hY9SSmUzjtjJasECaNPGmrAaOxZ69UrbVtXPD2rV0mXIWZFet7MGnQellLqztPFTFNAR2AdsA14AdgO+/PzzctauHcmUKVNwdnZm1qxZWCwWXnnlFSwWCz4+Pnz22Wd0796drVu30qtXL7Zv3w5AwYIFOXfuHI0bN+bPP//ElLK8Jj4+nqNHjzJ8+HCmT59OrVq1mDlzJkuWLCE8PJyVK1caBZ5NJhP9+vXju+++IyEhgaJFixIaGsqoUaMwm82YTCacnJwwm808//wQVq0aiIsLLFlirfWo8VPWdz/XbJcMGpNSSqks4vTpR3teZkgdjMTEWFckiUDPntZkD1iDE3tJWCmllFIqa0sbF/kDq4HLWIscrwTqA7t49936rFu3HBFh6tSptGvXjtmzZ7NmzRp69+7NP//8Q58+fZgwYQLffPMNW7Zs4aeffuLDDz/k3LlzACxZsgQvLy+KFStmHEWLFuXIkSMAnD17lqCgoDRdvIKDgwEQEUaOtG41q1+/Prlz52bEiBHGeSKC2WymRo12rFr1EQDjx1uTPaDxk6PRhI9SSmUz9t7Jav58ePttuKk+IRUrwpgxmTIkpZRSSjm49OMin5SfBbAmfRpw5cpO6tevz/Ll1qTPtGnTCA0NpW3btqxZs4bZs2fz0UcfsXfvXho0aECLFi0YNWoUERERFC9eHNsGnLi4OHbv3s3u3btvedWDBw8C1u5goaGhtGnThujoaD755BPWrFkDQPfu3Vm3bh0rVqzA2dmFHDn6EhtrS/yUY9OmnwATfftCt26P7GNSWYwmfJRSKpupVcu6HzsqKm1RvtSeeMJ6XlYzfz60bZv+uHftgt9/1z3mSimllHr07h4/5cfXdwV+fg3YsWOHkfQ5ffo0K1asIDw8nOjoaMaMGcOhQ4cYPHgw48aNY+HChfz111+0bdsWFxcXihcvzs6dOzl+/DhHjx41jn379vHnn38CMHDgQNq3b8/58+cJDw+nXr16nE5ZguTp6UmvXr34/vvvuXLlCj4+T3D5cjdiY79ONdbPgZwA1KjxWD82lcm0ho9SSmVDtsQJpB+0eHrC2rXw1FMZO647MZshKOjWlT022jLUPul1O2vQeVBKqbu7W/zk7w/Lll3k1VcbsH37dvLnz0+9evWYPXs2Tk5OWCwWnJyceP311xkyZAjR0dG88847LF++HLB24ipevDhly5alaNGiBAUFERQURNGiRYmJiaFjx45cunSJpk2bMn/+fM6cOWO8tre3N82bN8fT09NowV6jRg127ixJQsLklLN8sG5Dmw28pLGTncoyXbouXrxIhw4d8Pb2xsfHh65duxIbG3vH83v37k3JkiXJkSMHhQsXpk+fPly5cuVxDlMppbKd1q2tHRdu7sTg7w9PPgmxsda93Fu2WBMta9bAzJnWn5nVvWvdutsne8AaeJ04YT1PKXulsZNSSmVdt4uf/PwgXz7r6p+WLfMyZcoKQkJCiI6OZs6cOQBMmPADoaGhWCwWfvjhB4KDg1m0aBG///47CxcupHjx4ly+fJlt27YxdepUBg8eTFhYGHXr1iUoKIjKlStz7Ngx/vvvP8aPH8+ZM2fw8fGhc+fOLFq0iJYtWzJz5kwj2RMWFsalS8mpkj0fA52AmkAuQGOn7OCxbunq0KEDp0+fZvny5SQlJREWFsYbb7zBjBkz0j3/1KlTnDp1ipEjR1KmTBmOHz9O9+7dOXXqFHPnzn2cQ1VKqWyndWto0eLWTgxxcdCkCWzYALVrg5cXnD9/43EBAfDNNxm/dcoRik0rdTcaOymlVNZ2u/jpv/+sXbwOHYJ69fIAK4AaiOwH4J13tvHdd+Pp3bs37777Ltu2baN///5MnDiRESNGsGfPHrZv305kZCTHjh1L8/P48eMkJSVx9epV8uTJQ8uWLQkNDaVIkSIsXLiQTz75xOj05eLiQr9+/fjxxx+5cOECkAeYBrx42/eksZPjemxbuvbt20eZMmWIiIigSpUqgLXaeJMmTTh58iSFChW6p+cJDw+nY8eOxMXF4eJy9/yULklWSqmHFxsL1avD3r233pfSIZS5czMu6SMC/frB6NF3P9ee2skrvW6nllmxE+g8KKXUo/Dff1CtGpw9a7ulNzAu1Rm5efXVj5gwoSfh4eF88MEHaWrvPPfcc7Rt25YiRYpQpEgRAgMDcXNzw2KxEBUVxYULF3B1deW3335j7ty57Ny585Yx1KxZkw0bNiAiPPnkUxw6NBcoesdxa+xkX7LElq5Nmzbh4+NjBCxgbQvn5OTE5s2b7/l5bG/iXgMWpZRSDy9HDrjdjhDb1wTvvPPot3elt30sLg46dbp7ssdkgsDArFlsWql7obGTUkrZN39/cDL+D1uAP1N+/xSoBFxh2rT/UbZsWTw8PDhw4AAff/wxzs7OxMbG8ueff9KlSxfq1atHcHAwHh4e+Pv78+yzz1KyZElq1KhBuXLlGDhwIDt37sTZ2ZkGDRowYcIPVKpUF4D169cjInTo0I38+Tdwp2SPxk6O77FFAmfOnKFgwYJpX8zFhbx586YpLnUn0dHRDBkyhDfeeOO25yQmJpKYmGj8++rVqw82YKWUUoZ166z70G8n9Z7vR/WNUHrt1p94Alxdrbc5O0P79vDrrzfGYGNbdTRmjBYdVPYro2In0PhJKaUeB9s2L6s4oBoQC7yPtYbONOAjIiMjadeuHdWrV+frr79m6tSpHD9+nEaNGmGxWPjvv/84fvw4165dM7bu2jg7O1O/fn1CQ0OpXr0633yzlj59pnP9+tqUM1zx9JzIH3+EcfUqeHjAtWvWWEljp+znvlf4DBgwAJPJdMdj//79Dz2wq1ev8uKLL1KmTBkGDRp02/OGDRtG7ty5jSMwMPChX1sppbK7+62X87CFnW1dL24uynz2rPU2Hx9YtQqmTk2/WGJAQMZuMVPqfmS12Ak0flJKqcchbfzkCcwETmEtkuwMvAYcpG3bweTKlYvNmzfz7LPPcvz4cUwmE++/P4Bp06axb98+4uPjOXv2LFu2bGHo0KEA5MuXj507d9KkSROmTJlChQoV+PHHXqmSPQCDiY21JnuKFIFdu2DePI2dsqv7ruFz/vz5lOJPt1esWDF+/fVX+vXrx6VLl4zbk5OT8fDwIDw8nFatWt328TExMTRq1IicOXOyaNEiPDw8bntuet9QBQYG6h50pZR6CGvWWAsP3k2fPvDss9b6OqmTNekVdjabby1w6Ox893brAIUKWffF276But1zKfuTHWrHZLXYCTR+Ukqpx+Fe46dBg8Df/zTvvPMJcXE/Yd3+dYO7uzsBAQEEBgYSGFiYI0cusXHjH+TKlZu4uJv33D8NtAXCgc3YWq6DNR6LjLwRb2ns5BjuJ3Z67EWbt27dSkhICADLli2jcePGdyw8ePXqVRo1aoS7uzt//vknOXPmvK/XzQ6Bo1JKPW62JExUVNrlv/fq5sLO6W3XsiWF8ua9t+BICwo6Jr1u35BZsZPtOXQelFLq4TxY/NQe60qgJ7CuAjrNzQmgm5Us+Qz164fy3XdtANsKzd7ADmAIcCOw0vjJ8WSJos2lS5emcePGdOvWjS1btrBhwwZ69epFu3btjIAlKiqKUqVKsWXLFmPgDRs2JC4ujp9++omrV69y5swZzpw5g/lRVwZVSil1W87O1mQM3Eje2JhM1qNbt9SFCdNKXdh57tz0t2tFRUGbNhAWdm9j0pahytFp7KSUUvbtXuKntm1vvu9Ays9vgCjgGn5+xxg8eC3wK/AFUCLlnGbASQ4c2MCCBe9wI9kDMBZYT+pkD2j8lN09toQPwPTp0ylVqhT16tWjSZMm1KxZkx9++MG4PykpiQMHDhAfHw/A9u3b2bx5M7t37yY4OBg/Pz/jOHHixOMcqlJKqZu0bn3nejnt24PFcvvH2wo7d+iQ/rdcttsiI+9tPH5+93aeUvZMYyellLJvd4ufevZMHRcJUArwB55Juc2N06eD+Pzz54AOwAeAraB/h5RzIVUd5zvS+Cl7e2xbujKLLklWSqlH63Z7vmfOtCZ9HoU8eeDy5fQTQyaTNUg6dkz3mjsivW5nDToPSin1aN1f/CSAKZ1nsXkd2AL8AoQYt+bLBxcvavyU3dzPNfuxtWVXSinlGJyd09/7/Si/Merc2boEWluGKqWUUsoR3F/8dKdkD8CP6d766qsaP6k7e6xbupRSSjmuWrWs3xzdvEfdxmSCAgXu7blatNB260oppZRyfBo/qYykCR+llFIP5G6FCQG+++7uQU1goDX4ad3aWs9n9WqYMcP689gxDVaUUkop5Tg0flIZSbd0KaWUemC2woTptVwfM8Z6v7PzjY4Ud1tufLvlz0oppZRSjkLjJ5VRtGizUkqph3a7woQ28+ffGtQEBt4IalT2pdftrEHnQSmlMp7GT+pB3M81WxM+SimlMsTdghqVPel1O2vQeVBKqaxJ4yd1M+3SpZRSKsvR5cZKKaWUUvdH4yf1MLRos1JKKaWUUkoppZSD0YSPUkoppZRSSimllIPRhI9SSimllFJKKaWUg9GEj1JKKaWUUkoppZSD0YSPUkoppZRSSimllIPRhI9SSimllFJKKaWUg9GEj1JKKaWUUkoppZSD0YSPUkoppZRSSimllIPRhI9SSimllFJKKaWUg9GEj1JKKaWUUkoppZSD0YSPUkoppZRSSimllIPRhI9SSimllFJKKaWUg9GEj1JKKaWUUkoppZSD0YSPUkoppZRSSimllIPRhI9SSimllFJKKaWUg9GEj1JKKaWUUkoppZSDccnsATxqIgLA1atXM3kkSimllLob2/Xadv1WmUPjJ6WUUso+3E/s5HAJn5iYGAACAwMzeSRKKaWUulcxMTHkzp07s4eRbWn8pJRSStmXe4mdTOJgX6lZLBZOnTqFl5cXJpPpkT731atXCQwM5MSJE3h7ez/S51aPh86Z/dE5sz86Z/YnK82ZiBATE0OhQoVwctKd5plF4yeVms6Z/dE5sz86Z/Ynq8zZ/cRODrfCx8nJiYCAgMf6Gt7e3vofpZ3RObM/Omf2R+fM/mSVOdOVPZlP4yeVHp0z+6NzZn90zuxPVpize42d9Ks0pZRSSimllFJKKQejCR+llFJKKaWUUkopB6MJn/vg7u7Op59+iru7e2YPRd0jnTP7o3Nmf3TO7I/OmcpI+vdmf3TO7I/Omf3RObM/9jhnDle0WSmllFJKKaWUUiq70xU+SimllFJKKaWUUg5GEz5KKaWUUkoppZRSDkYTPkoppZRSSimllFIORhM+SimllFJKKaWUUg5GEz43+e677wgKCsLDw4Pq1auzZcuWO54fHh5OqVKl8PDwoHz58vz5558ZNFJlcz9ztmfPHtq0aUNQUBAmk4kxY8Zk3ECV4X7mbNKkSdSqVYs8efKQJ08e6tevf9f/LtWjdz9zNn/+fKpUqYKPjw+5cuWiUqVKTJs2LQNHq+D+r2c2s2bNwmQy0bJly8c7QOVQNH6yPxo/2R+Nn+yPxk/2x9HiJ034pDJ79mz69u3Lp59+yvbt26lYsSKNGjXi3Llz6Z6/ceNGXnnlFbp27cqOHTto2bIlLVu25N9//83gkWdf9ztn8fHxFCtWjOHDh+Pr65vBo1Vw/3O2Zs0aXnnlFVavXs2mTZsIDAykYcOGREVFZfDIs6/7nbO8efPy0UcfsWnTJnbt2kVYWBhhYWEsXbo0g0eefd3vnNlERkby3nvvUatWrQwaqXIEGj/ZH42f7I/GT/ZH4yf745DxkyhDtWrVpGfPnsa/zWazFCpUSIYNG5bu+S+99JK8+OKLaW6rXr26vPnmm491nOqG+52z1IoUKSKjR49+jKNT6XmYORMRSU5OFi8vL5kyZcrjGqK6ycPOmYhI5cqVZeDAgY9jeCodDzJnycnJ8swzz8iPP/4onTt3lhYtWmTASJUj0PjJ/mj8ZH80frI/Gj/ZH0eMn3SFT4rr16+zbds26tevb9zm5ORE/fr12bRpU7qP2bRpU5rzARo1anTb89Wj9SBzpjLXo5iz+Ph4kpKSyJs37+MapkrlYedMRFi5ciUHDhzgueeee5xDVSkedM4+++wzChYsSNeuXTNimMpBaPxkfzR+sj8aP9kfjZ/sj6PGTy6ZPYCsIjo6GrPZzBNPPJHm9ieeeIL9+/en+5gzZ86ke/6ZM2ce2zjVDQ8yZypzPYo569+/P4UKFbrlfxbU4/Ggc3blyhX8/f1JTEzE2dmZ8ePH06BBg8c9XMWDzdn69ev56aef2LlzZwaMUDkSjZ/sj8ZP9kfjJ/uj8ZP9cdT4SRM+Sim7MXz4cGbNmsWaNWvw8PDI7OGoO/Dy8mLnzp3ExsaycuVK+vbtS7FixahTp05mD03dJCYmhldffZVJkyaRP3/+zB6OUkqpR0zjJ/uh8ZP9sJf4SRM+KfLnz4+zszNnz55Nc/vZs2dvW5zO19f3vs5Xj9aDzJnKXA8zZyNHjmT48OGsWLGCChUqPM5hqlQedM6cnJwIDg4GoFKlSuzbt49hw4ZpwJIB7nfOjhw5QmRkJM2aNTNus1gsALi4uHDgwAGKFy/+eAet7JbGT/ZH4yf7o/GT/dH4yf44avykNXxSuLm5ERISwsqVK43bLBYLK1eupEaNGuk+pkaNGmnOB1i+fPltz1eP1oPMmcpcDzpnI0aMYMiQISxZsoQqVapkxFBVikf135nFYiExMfFxDFHd5H7nrFSpUuzevZudO3caR/Pmzalbty47d+4kMDAwI4ev7IzGT/ZH4yf7o/GT/dH4yf44bPyU2VWjs5JZs2aJu7u7TJ48Wfbu3StvvPGG+Pj4yJkzZ0RE5NVXX5UBAwYY52/YsEFcXFxk5MiRsm/fPvn000/F1dVVdu/enVlvIdu53zlLTEyUHTt2yI4dO8TPz0/ee+892bFjhxw6dCiz3kK2c79zNnz4cHFzc5O5c+fK6dOnjSMmJiaz3kK2c79z9sUXX8iyZcvkyJEjsnfvXhk5cqS4uLjIpEmTMustZDv3O2c3y4pdJlTWpfGT/dH4yf5o/GR/NH6yP44YP2nC5yZjx46VwoULi5ubm1SrVk3+7//+z7ivdu3a0rlz5zTnz5kzR0qUKCFubm5StmxZWbx4cQaPWN3PnB07dkyAW47atWtn/MCzsfuZsyJFiqQ7Z59++mnGDzwbu585++ijjyQ4OFg8PDwkT548UqNGDZk1a1YmjDp7u9/rWWpZMWBRWZvGT/ZH4yf7o/GT/dH4yf44WvxkEhHJ2DVFSimllFJKKaWUUupx0ho+SimllFJKKaWUUg5GEz5KKaWUUkoppZRSDkYTPkoppZRSSimllFIORhM+SimllFJKKaWUUg5GEz5KKaWUUkoppZRSDkYTPkoppZRSSimllFIORhM+SimllFJKKaWUUg5GEz5KKaWUUkoppZRSDkYTPkoppZRSSimllFIORhM+SimllFJKKaWUUg5GEz5KKaWUUkoppZRSDkYTPkoppZRSSimllFIO5v8BFTHpcMPqmSsAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "curves_r2.equip_with_metric(SRVMetric)\n", "curves_r2.equip_with_group_action((\"rotations\", \"reparametrizations\"))\n", "curves_r2.equip_with_quotient_structure()\n", "\n", "curve_b_aligned = curves_r2.fiber_bundle.align(curve_b, curve_a)\n", "\n", "hgeod_fun = curves_r2.quotient.metric.geodesic(curve_a, curve_b)\n", "\n", "n_times = 20\n", "times = gs.linspace(0.0, 1.0, n_times)\n", "hgeod = hgeod_fun(times)\n", "\n", "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(14, 7))\n", "plot_curve(curve_a, \"o-b\", ax=ax1)\n", "plot_curve(curve_b_aligned, \"o-r\", ax=ax1)\n", "ax1.set_title(\"Aligned curves\")\n", "\n", "plot_geodesic(hgeod, ax=ax2)\n", "ax2.set_title(\"Horizontal geodesic\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Remarks:\n", "\n", "- In the discrete case, reparametrization corresponds to resampling, and we can see that the second (red) curve has been resampled so that parts of both curves that have similar \"slope\" are matched together.\n", "\n", "- Computing the standard geodesic (i.e., for the metric between discrete curves) between the aligned curves yields the same result as computing the quotient metric geodesic between the initial curves." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "geod = curves_r2.metric.geodesic(curve_a, curve_b_aligned)(times)\n", "\n", "assert gs.all(gs.abs(geod - hgeod) < 1e-3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- It is possible to obtain the optimal rotation that aligns the second curve to the first. This can be useful to make sure that the points of the aligned curve indeed belong to the rotated initial curve." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "curve_b_rotated = curves_r2.fiber_bundle.align(curve_b, curve_a)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- Notice that it is also possible to align only with respect to rotations, and only with respect to reparametrizations. If we do the first alignment followed by the second, we get a different result than when we perform both alignments simultaneously as above. This is because, when performed simultaneously, both alignements are alternatively made until convergence is reached." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "curves_r2.equip_with_group_action(\"rotations\")\n", "curves_r2.equip_with_quotient_structure()\n", "\n", "curve_b_rotated = curves_r2.fiber_bundle.align(curve_b, curve_a)\n", "\n", "curves_r2.equip_with_group_action(\"reparametrizations\")\n", "curves_r2.equip_with_quotient_structure()\n", "\n", "curve_b_aligned = curves_r2.fiber_bundle.align(curve_b_rotated, curve_a)\n", "\n", "hgeod_fun = curves_r2.metric.geodesic(curve_a, curve_b_aligned)\n", "hgeod = hgeod_fun(times)\n", "\n", "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(14, 7))\n", "plot_curve(curve_a, \"o-b\", ax=ax1)\n", "plot_curve(curve_b_aligned, \"o-r\", ax=ax1)\n", "ax1.set_title(\"Aligned curves\")\n", "\n", "plot_geodesic(hgeod, ax=ax2)\n", "ax2.set_title(\"Horizontal geodesic\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Focus on quotienting out reparametrizations\n", "\n", "We now examine another basic example of 2D curves and focus on quotienting out the action of reparametrizations. We consider the following parametrized curves." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "parametrized_curve_a = lambda x: gs.transpose(\n", " gs.array([1 + 2 * gs.sin(gs.pi * x), 3 + 2 * gs.cos(gs.pi * x)])\n", ")\n", "parametrized_curve_b = lambda x: gs.transpose(\n", " gs.array([5 * gs.ones(len(x)), 4 * (1 - x) + 1])\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In practice, we work with discrete curves, i.e. sample points from the parametrized curves. " ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "k_sampling_points = 20\n", "sampling_points = gs.linspace(0.0, 1.0, k_sampling_points)\n", "\n", "curve_a = parametrized_curve_a(sampling_points)\n", "curve_b = parametrized_curve_b(sampling_points)\n", "\n", "ax = plot_curve(curve_a, \"o-b\", add_origin=False)\n", "plot_curve(curve_b, \"o-r\", ax=ax, add_origin=False)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We also remove translation." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "curves_r2 = DiscreteCurvesStartingAtOrigin(\n", " ambient_dim=2, k_sampling_points=k_sampling_points, equip=False\n", ")\n", "\n", "curve_a0 = curves_r2.projection(curve_a)\n", "curve_b0 = curves_r2.projection(curve_b)\n", "\n", "ax = plot_curve(curve_a0, \"o-b\")\n", "plot_curve(curve_b0, \"o-r\", ax=ax)\n", "plt.axis(\"equal\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.1. Comparing parametrized curves" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we use again the so-called Square Root Velocity metric to compare parametrized curves. This metric computes an $L^2$ distance between the velocities of the curves, suitably renormalized to get reparametrization invariance. See [SKJJ2011](#References) for more details." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "1.972134949925512" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "curves_r2.equip_with_metric(SRVMetric)\n", "\n", "curves_r2.metric.dist(point_a=curve_a0, point_b=curve_b0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The distance, as any Riemannian distance, is computed as the length of the geodesic. Although this is a geodesic between curves starting at the origin, we can visualize it as a geodesic between the initial curves `curve_a` and `curve_b` by adding a translation. " ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "geod_fun = curves_r2.metric.geodesic(curve_a0, curve_b0)\n", "\n", "n_times = 20\n", "times = gs.linspace(0.0, 1.0, n_times)\n", "geod = geod_fun(times)\n", "translation = gs.linspace(curve_a[0], curve_b[0], n_times)\n", "\n", "plot_geodesic(geod, translation)\n", "plt.title(\"Geodesic for the Square Root Velocity metric\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The Square Root Velocity metric is reparametrization invariant in the sense that, if the two curves are reparametrized *in the same way*, the distance does not change. The (small) difference we see in the distances is due to discretization, and will go to zero as the number of sampling points increases." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "1.9694017211949013" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "curve_a_resampled = parametrized_curve_a(sampling_points**2)\n", "curve_b_resampled = parametrized_curve_b(sampling_points**2)\n", "\n", "curve_a0_resampled = curves_r2.projection(curve_a_resampled)\n", "curve_b0_resampled = curves_r2.projection(curve_b_resampled)\n", "\n", "curves_r2.metric.dist(curve_a0_resampled, curve_b0_resampled)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The geodesic keeps the same \"shape\"." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "geod_fun_1 = curves_r2.metric.geodesic(curve_a0_resampled, curve_b0_resampled)\n", "geod_1 = geod_fun_1(times)\n", "\n", "plot_geodesic(geod_1, translation=translation)\n", "plt.title(\"Geodesic when both curves are reparametrized in the same way\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "However, if the curves are reparametrized in *different* ways, the distance changes, and so does the shape of the geodesic." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "2.0180332363264095" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "curves_r2.metric.dist(curve_a0, curve_b0_resampled)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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kN6bnz5+DJCZOnIiJEyema/fjx4/ImzcvXr16le6UYbFixQCo8wNKliyJV69ewdvbO81NoEiRIrL/P3v2DADQo0ePDL/Tly9fkDNnTsyaNQs9evSAh4cHypcvjyZNmqB79+4oWLBghusGBwcjT548MidCW3x9fcVU2IULF+Dm5oZy5cqhdOnSuHDhAho0aICLFy+iQ4cOadbNly+f7P+SUyXlCeiyz7W1mR6Sk5V6vwPq3+z48eNpkmQz+xw7O7t0P8fBwQHNmzfHtm3bMG3aNADqab28efOKG5u+uLu7pzmOcubMKZPwePbsGR49egRnZ+d0bXz8+DHLz8mbN2+aKjNt7b569QqmpqZppuDS2+/pERwcjCJFisDc3HiXT3Nzc5HvoknHjh2xYMECHDx4EF26dEFMTAyOHj0qpqGB7+dlRr9dRsdBRhQoUAAjR47EvHnzsHXrVvj6+qJFixbo2rVrltN6gGG/jUShQoXSjClcuDBiY2MRHh4OV1dXxMXFYcaMGVi/fj3evn0ry0lKL5erQIECaV7T1Ubq803aH6lzWO3t7WXn+rNnz/DlyxfZtJom2hzzmX2PzJgwYQLOnDmDI0eOyI55bbdJui6l/k2cnZ1lD6D/yyiO1N+Ivb093NzcEBQUlOY9yQFKnfQoRXxGjx4NPz+/dO2mnhs3FtJnz549O8PSdym61qFDB/j6+mLfvn04ceIEZs+ejZkzZ2Lv3r0iV8aY1KhRA0lJSbhy5QouXLggokq+vr64cOECHj9+jPDwcPG6Jhk93UkXVX32eVY2jYW+n9O9e3fs2rULly9fho+PDw4ePIjBgwcbXB2qzfaoVCr4+Phg3rx56Y5NfVNKD81IgjHtGouMIlOayeGaWFlZpbvvq1SpAk9PTwQEBKBLly44dOgQ4uLi0LFjRzFGOj43b94MV1fXNDb0cfjmzp2Lnj174sCBAzhx4gT8/f0xY8YMXL16NV2HT5N/128zdOhQrF+/HsOHD0fVqlVhb28PExMTdOrUKV1ZlfS2S1cbGR3f6b2e+ph3cXGRRYE1ycjBTI/0vkdG7N+/HzNnzsS0adPQqFEj2XvG3Kb/dRRH6m+madOmWLNmDa5fvy4StTNDiuhYWFigfv36mY7Nnz8/njx5kub1x48fi/elf4OCgkBSdgNIva70NGNnZ5flZwOAm5sbBg8ejMGDB+Pjx48oV64cpk+fnqEj5eXlhePHj+Pz5886R6UqVaoES0tLXLhwARcuXMBPP/0EQK2Rs3r1apw+fVr8X1d02eeGIP0eGf1muXLlMlrJdqNGjeDs7IytW7eicuXKiI2NRbdu3bJcz5CpKwkvLy8EBgaiXr16RrGnq938+fNDpVKJyJJEevs9o8+5du0akpKSMpTwkJ7UNStJAWQ6tZsRHTp0wMKFC/H161fs3LkTnp6eqFKlimx7AMDFxcWox6ePjw98fHwwYcIEXL58GdWrV8eKFSvw22+/6WxL199cirJp8vTpU9jY2Igb/O7du9GjRw/MnTtXjImPj0+zzzPDGDa0wcvLC6dOnUL16tWzdISMdU48ffoUPXr0QKtWrUTlpD7bJF2Xnj17JptRCA8PzzTC/r+EkiP1NzNmzBjY2Nigd+/e+PDhQ5r3U0cWXFxcULt2baxcuRLv379PM16zxL5Jkya4fv26yBEC1Lojq1atgqenJ4oXLy7GvXv3Drt37xbjYmNjsWrVKpnt8uXLw8vLC3PmzEl3OlL67JSUlDRhcRcXF+TJkyfT8va2bduCJKZOnZrlfkiNtbU1KlasiO3btyM0NFQWkYqLi8OiRYvg5eWVrsREVuiyzw3Bzc0NZcqUwcaNG2UX8qCgIJw4cQJNmjQxyucA6ihF586dERAQgA0bNsDHxwelSpXKcj3JkTPkRtOhQwe8ffsWq1evTvNeXFxchpVIxrIrOfKLFi2SjVmwYIFWn9O2bVt8+vQJS5YsSfOedJzmz58fZmZmaUr2ly1bptVnaNKxY0ckJCRg48aN+PPPP9NMT/v5+cHOzg6///47kpKS0qyv6/H59etXJCcny17z8fGBqampVvIU6aHrb37lyhVZjtLr169x4MABNGzYUER/zMzM0lwXFi9enGHULz2MYUMbOnTogJSUFDGVrklycrLsfLK1tTXYkYuJiUHr1q2RN29ebNy4MV3nTNttql+/PiwsLLB48WLZvtL2fPlfQIlI/c0UKlQI27ZtQ+fOnVGkSBGhbE4SISEh2LZtG0xNTWXh9KVLl6JGjRrw8fFBv379ULBgQXz48AFXrlzBmzdvEBgYCAAYN24ctm/fjsaNG8Pf3x+Ojo7YuHEjQkJCsGfPHjGV0K9fPyxZsgTdu3fHrVu34Obmhs2bN6cp/TU1NcWaNWvQuHFjlChRAr169ULevHnx9u1bnD17FnZ2djh06BCio6Ph7u6Odu3aoXTp0siePTtOnTqFGzduyJ78UlOnTh1069YNixYtwrNnz9CoUSOoVCpcuHABderUwZAhQzLdl76+vvjjjz9gb28PHx8fAGonqEiRInjy5IlBPaG03eeGMnv2bDRu3BhVq1ZFnz59hPyBvb290XvAde/eHYsWLcLZs2czlEtIjZeXFxwcHLBixQrkyJEDtra2qFy5sk55G926dUNAQAAGDhyIs2fPonr16khJScHjx48REBCA48ePZyh1YQy7ZcqUQefOnbFs2TJ8+fIF1apVw+nTp/H8+XOtPqd79+7YtGkTRo4cievXr8PX1xffvn3DqVOnMHjwYLRs2RL29vZo3749Fi9eDBMTE3h5eeHw4cM65cJIlCtXDt7e3hg/fjwSEhJk03qAOkK8fPlydOvWDeXKlUOnTp3g7OyM0NBQHDlyBNWrV0/X6cuIM2fOYMiQIWjfvj0KFy6M5ORkbN68GWZmZmjbtq3O2w/o/puXLFkSfn5+MvkDALKHrGbNmmHz5s2wt7dH8eLFceXKFZw6dQpOTk5ab5cxbGhDrVq1MGDAAMyYMQN3795Fw4YNYWFhgWfPnmHXrl1YuHChKPYpX748li9fjt9++w3e3t5wcXHROXdx6tSpePjwISZMmIADBw7I3vPy8kLVqlW13iZnZ2eMHj0aM2bMQLNmzdCkSRPcuXMHx44dQ65cuYy2j/7R/HuLBBUy4vnz5xw0aBC9vb1pbW3NbNmysWjRohw4cCDv3r2bZnxwcDC7d+9OV1dXWlhYMG/evGzWrBl3796dZly7du3o4OBAa2trVqpUiYcPH05j79WrV2zRogVtbGyYK1cuDhs2TJTBpi7hvnPnDtu0aUMnJydaWVkxf/787NChA0+fPk1SXfL+008/sXTp0syRIwdtbW1ZunRpLlu2TGYntfwBqS4dnj17NosWLUpLS0s6OzuzcePGvHXrVpb78MiRIwTAxo0by17v27cvAXDt2rWy16VS9NmzZ6exhXTK4LXZ51IZ8o0bN2TrZlQOnx6nTp1i9erVmS1bNtrZ2bF58+Z8+PChbIwkfxAeHi57Pb0y6NTyB5qUKFGCpqamfPPmTZbbJXHgwAEWL16c5ubmslL+WrVqsUSJEmnGp/c7JyYmcubMmSxRogStrKyYM2dOli9fnlOnTuWXL18y/fyMPkcXu3FxcfT396eTkxNtbW3ZvHlzvn79Wiv5A1JdNj9+/HgWKFCAFhYWdHV1Zbt27RgcHCzGhIeHs23btrSxsWHOnDk5YMAABgUFpSt/YGtrm+nnjR8/ngDo7e2d4ZizZ8/Sz8+P9vb2tLa2ppeXF3v27CmTEchoPc1j88WLF+zduze9vLxobW1NR0dH1qlTh6dOncpyvxjjtwHAH3/8kVu2bGGhQoVoZWXFsmXLpjl3IiMj2atXL+bKlYvZs2enn58fHz9+nOZ4z+icNIaNjM7DjH7TVatWsXz58syWLRtz5MhBHx8fjhkzhu/evRNjwsLC2LRpU+bIkYMAhBRCZt8j9XkvSWqkt6S+FmizTSkpKZw6dSrd3NyYLVs21q5dm0FBQZleW/6XMCGNnP2qoKDwj6Fs2bJwdHQUOWQKCn83JiYm+PHHH3WKoiko/J0oOVIKCv+j3Lx5E3fv3pWpLysoKCgo6IaSI6Wg8D9GUFAQbt26hblz58LNzS1Nzo2CgoKCgvYoESkFhf8xdu/ejV69eiEpKQnbt2+HtbX1371JCgoKCv9YlBwpBQUFBQUFBQU9USJSCgoKCgoKCgp6ojhSCgoKCgoKCgp68o9INlepVHj37h1y5Mhh1JYSCgoKCgoKCgqpIYno6GjkyZMnyx6k/whH6t27d//WhqMKCgoKCgoKCq9fv86yUfc/wpHKkSMHAPUXsrOz+5u3RkFBQUFBQeG/ma9fv8LDw0P4H5nxj3CkpOk8Ozs7xZFSUFBQUFBQ+LegTTqRkmyuoKCgoKCgoKAniiOloKCgoKCgoKAniiOloKCgoKCgoKAniiOloKCgoKCgoKAniiOloKCgoKCgoKAniiOloKCgoKCgoKAniiOloKCgoKCgoKAniiOloKCgoKCgoKAniiOloKCgoKCgoKAniiOloKCgoKCgoKAniiOloKCgoKCgoKAniiOloKCgoKCgoKAniiOloKCgoKCgoKAniiOloKCgoKCgoKAniiOloKCgoKCgoKAniiOloKCgoKCgoKAniiOloKCgoKCgoKAnOjlSU6ZMgYmJiWwpWrRopuvs2rULRYsWhbW1NXx8fHD06FGDNtjYpKQA584B27er/01J+bu3SEFBQUFBQSFD/sNu3DpHpEqUKIH379+L5eLFixmOvXz5Mjp37ow+ffrgzp07aNWqFVq1aoWgoCCDNtpY7N0LeHoCdeoAXbqo//X0VL+uoKCgoKCg8B/G3r1A/vzyG3f+/H/rjduEJLUdPGXKFOzfvx93797VanzHjh3x7ds3HD58WLxWpUoVlClTBitWrNB6I79+/Qp7e3t8+fIFdnZ2Wq+XGXv3Au3aAam/vYmJ+t/du4E2bYzyUQoKCgoKCgqGsncv0LZtxu/v2WO0G7cufoe5rsafPXuGPHnywNraGlWrVsWMGTOQL1++dMdeuXIFI0eOlL3m5+eH/fv36/qxRiUlBRg2LLUT9Q3A99f8/YH69QEzM8DMzAzW1tbfR377lqFtU1NTZMuWLd2xt27dQnR0NHLnzo3cuXPDyckJNjY24v3Y2Fik59empACXL5sgMtIGbm6Ary+QkJD+WAC4fv06ACBv3rzImzcvTE1NoVKpMtxmW1tb8XdcXJzWY0+dOoXk5GR4eHggT548sLS0zHBsfHw8UjIJv9rY2MDk/73YhIQEJCcni/f++usvmJmZoUCBAnB1dUX27NkzHJuabNmywdRUHXhNTExEUlJShmMvXboEW1tbFC5cGHZ2dpnatba2hpmZmVZ2NccmJSXhyJEjsLe3R9GiRdOcoFZWVjA3NxdjExMTM7SrOTY5ORkJCQmy948dO4bcuXOjePHisLOzg4WFRYZjNbG0tBRjU1JSEB8fn+FYCwsLHDlyBJ6enihevHim+8zCwkIcIyqVCnFxcTqN3bt3LwoXLozixYuL3xQAzM3NYWVlBQAgidjY2AztajM2ICAAZcqUQdGiRTM8l1OjzzVi8+bN8PX1hbOzc5ZjJTK6RgCAiYlJuteTzZs3o169esiTJ0+GY3U57zMau379ejRp0gQFCxYUr2V13utzjVixYgWaN28OBweHLMcC+l8jVq1ahbZt28LJySnLsemhzTWCJNauXYuOHTvC1dUVgG7nvbZjSWLTpk2oUKECPD090x2red7re42Ij4/HhQsXkDt3bpQqVQqA/FzW5nqS4TUiJQXo1+/7WACWqdZH//5Ay5bqG/e/E+rA0aNHGRAQwMDAQP7555+sWrUq8+XLx69fv6Y73sLCgtu2bZO9tnTpUrq4uGT6OfHx8fzy5YtYXr9+TQD88uWLLpubIWfPkmqXSXNBhkvu3E3Yty/588/k/PmklZVNhmNr1aol+6xcuXJlONbExITu7u6sUKECmzVrxuzZs2eyHcXFtrq7k+7uxTMca21tLfu/qalphmMdHBz4+vVrJiUlkSRr1aqV4VgbGxvZd8uZM2em+23hwoXct28fb926xebNm2c6NiYmRtjt0aNHpmO9vLzYqFEjDh48mNWqVct0bEhIiLA7evToTMfmz59f/G1lZZXp2OvXrwu7s2bNynTs2bNnxdglS5ZkOnbOnDniOF+/fn2mYwMCAoTdgICATMfmyZOHXbt25Zw5c/jbb79lOnbJkiUa58rZTMf+8ccftLGx0WqfTZ48WdgNCgrKdOzo0aPF2JCQkEzHDho0SIz9+PFjpmN79OghxsbExGQ61sbGhoMHD+ahQ4eyHNukSRPZuSHtk/SWWrVqiWsaAJqbm2c4tkKFCjK7msdo6qV48eKyscWLZ3yNyJ8/v2xshQoVMhybK1cu2djMrhEAOGTIEL58+ZIk2aRJk0zHatKuXbtMx8bExPD48eMEQEtLy0zHfvz4UdgdPHhwpmN1uUYEBQWJsZMnT850rC7XCG9vb0ZGRpLM+hpx+PBhYVfba8SYMWMyHQeA69evF3YPHz6c6VhdrhGzZs0SY69fv57pWJ2uEUhzE1cvp07RGHz58oWAdn6HThGpxo0bi79LlSqFypUrI3/+/AgICECfPn10MZUpM2bMwNSpU41mLzXv3+s2/sMHYM0a7cbevg00bw44OwMuLkAmD90giTdv3uDNmzdaWH4EoCCA3HjzxhVAxl/C3NwchQsXxtu3b/Ht27dMnzSjoqLg4eEBExMT5M6dGzExMZluBUnxpJctWzZERkZmOHbYsGGZ2tLk2bNnKFKkiOzpOyOCg4MRHBysld2tW7eiUqVKKFCgQKZPuwDg4eEBkggNDc30aQwABgwYgPLly6Nw4cJ48OCBVtsCIMttGD16NEaPHg13d/dMn7h15d27d9iyZQu2bNliNJuAOupRvXp1XLt2DV+/fs10bEhICKKjo5EjRw6jbsPatWvx5s0b1KpVC6VLlzaa3djYWCxbtgzLli0TUSxj8fnzZ9SpUwfnz5/PNFryryIqKgovX77MMDqRmuTkZKhUKqhUqiyP4SVLlmD58uVo3bo1Pn36lOnYoKAgJCQkQKVSISIiItOxly5dQlBQEDw9PfHy5ctMx544cQKJiYlQqVR4+PBhpmMPHjyI2NhYqFQqXLlyJdOxu3fvxtq1a7UaGxAQgEWLFmm1Dc+fP0eBAgVQoUKFLO8He/fuxW+//QaVSoXw8PBMxx48eBCTJk3KNAokcfz4cUyaNAkAMo0WA8D58+fFPTqziBgA3LhxQ0T1sjrWg4KCRIQ2q+MsQ86dA+rV029dPdEpRyo9KlasiPr162PGjBlp3suXLx9GjhyJ4cOHi9cmT56M/fv3IzAwMEObCQkJshvZ169f4eHhYbQcqXPn1PlpctKG4v/4A8ibF/j82QxRUdYIDwfCw4GwsG/49En9d0RE6oIBUwCazkD6IX5r6wQ4OkbA3j4KNjZhsLT8ADIUKtUHJCV9RGzsBzx79gEq1YcMbWREjhw54OrqCldXVzg5OcHKygoWFhYwNTVFUlISEhISEB0djc+fPyMsLAwfPnzQ+mJubW2NPHnyIE+ePOIz3NzcxHRbcnIyYmNjERYWhrCwMISGhiI0NBRhYWFa2Xd2doa7uzvc3d3h4eEh+9vNzQ2JiYn4+PEjQkJCEBISgmfPniEkJAQvX77M8qJtYmKCvHnzokCBAsifP7/sX09PT+TPnx9mZmaIi4vD48eP8ejRIzx//hzPnj1DcHAwnj9/numFy8TEBPny5YO3tzcKFSoELy8vFCpUCCVKlECBAgVgZmYm9j9JfP78GU+ePMGTJ0/w+PFjPH78GA8fPsx0X7m5uaF48eIoVqwYihQpgsKFC6Nw4cLIli0b4uPjQVIsTk5OMDMzw/v373Hz5k3cvn0bDx48QFBQEF6/fp2ufTs7OxQvXhyFChVCsWLFUKhQIeTLl09mt0CBAsIZioyMxLt375CSkoLg4GDcu3cPjx49wqNHj/DixYt0p6Hy58+PIkWKoGDBgihdujScnZ2hUqlQtmxZuLm5AQA+fPiA27dvg6SYZiCJpKQkhISEIDY2Fg8fPsSVK1fSTKNZWVmhQIEC8Pb2Rrly5dCkSROULFkSAPD+/Xvs27dPOAXSTZwkVCoV6tSpg6pVqyImJgYHDhzAihUrEBwcnMZJzJ49O2rUqIF58+YhX758+PDhA/744w9hS7qJS4ufnx86duwIAPj06ROGDx8OlUqF+Ph4vHnzBmFhYfj8+bPsM8qVK4exY8di8eLFMicmtV3p5hcfH4/q1auLbdAcm5iYiFy5ciEsLEzmsFhaWsLKykpmU6VSoX79+ti1a5cY5+LikuGUafXq1XH8+HGQxPnz59G6desMp7zKlSuHv/76S/y/RIkSePXqVbpjixQpglu3bon/V6pUKUOHxNnZGSEhIeL/derUwY0bN9Id6+TkJPvMZs2a4dy5c+mONTMzEzf0w4cPY+nSpTh27Fi6YwEgOjpaPGj27NkTu3fvznBsWFgYsmfPjvv376NmzZqZThMGBwcjd+7cANQPW5nlGN+/fx8FChQAoL7fzp07N8Ox169fR/HixQEAf/zxB3777bcMx547dw4VKlQAACxevBg///xzhmMB4OHDh8iXLx/Wrl2b6UP17t270ahRIwDAjh070Ldv3wzHbgQgZUilO7UHABMmANOmZbpt2qBLjpRBjlRMTAzy5cuHKVOmwN/fP837HTt2RGxsLA4dOiReq1atGkqVKvW3JpunpKir896+RZpkc0CdcO7uDoSEZD3VSgJRURBOluby8WP6r2fhwKfDNwChAKoCUP3/QgAqmJur/29tbY3k5GStnjw0cXR0RFxcHMzNzWFubg5TU1OkpKSIJUeOHMidOzfevn2b5ROjJjlz5hSRMCmvQNOuvb09GjRoIBytJ0+eZBo5k7CwsICVlRVICgcRgLjJ29raYsGCBQgJCcGLFy8QEBCAT58+afV0Y2ZmBhMTE1hYWMDCwkI4AdK/X758wdevX/Hs2TOMGDEC165dEzdgQ55HwsLCxEVyyJAhWLp0qd62NLl37x58fHwAAFOnTsWUKVMyHFu4cGGEhIRkejGXOH36NOrWrQsAWL58OQYPHpzh2D/++APm5ua4du0aTp8+ncZZ0GTHjh3C2di9ezfat2+f4di1a9eid+/eSE5OxpIlSzBixIgMxzZu3BgBAQHInj07/vrrL9SqVSvT7R07diwA4ObNm6hYsWKGYwF1Ls7kyZPRqFGjTKNhI0eOFDe00NBQ5M+fP8OxefLkQVhYmFbnQ7du3bBp0yYA6iiCZt5Tatq0aYNt27bhwIEDWL16NU6dOpXh2EaNGskchhw5cmQYra5RowYuXLgg/u/u7o6PHz8KRw5QXwOsra1RpkwZnDlzRoytVq0a3rx5A1NTU5iamsLMzEz8XbBgQRw5ckSM7dixI168eCHel5z3z58/w8LCAoGBgShWrBgAYMSIEXj27JkYq7nY2dlhjcYUw6xZs/DkyZN0x1pYWCA6Ohpr1qxBvnz5MG7cOISGhsLExCTNWBMTE4wfP17kUB08eDDdbZDW7d27t8gHGjlyJObPn4+cOXNi7ty5sLS0FONMTEzQsmVLkYMXGBiIly9fyt7X/NvX11ccB8HBwXjz5g1MTEzw5s0b/PDDDzAzMxN5mqVKlRJj3717h3fv3gGAsKn5d6FChUROW3h4OD58+JBmjImJCZo3b47nz5/j6NGjaNy4MSIjI/Hhwwexv1NfK93d3cWDWVRUFN6+fZv+2KtX4dGvH+zTPQo1OHXKKBGpf1my+ejRo9G8eXPkz58f7969w+TJk2FmZobOnTsDALp37468efOK6NSwYcNQq1YtzJ07F02bNsWOHTtw8+ZNrFq1Ss+vZhzMzICFC9VVeyYmcmdKqtpbsEC7fDUTEyBnTvVSuHDW40kgOjp9B0tzefxY7cipsQVQAMCXNPakQFLt2g1x8OBufP36FWFhYShWrFiGN3crKyukpKQgOTk50xsboH6ClC6S8fHx8PDwyDDyY2VlBVNTU8TFxcmm/L58SbvdLi4usuPAx8cnQ1kMS0tLuLi44N27d0hKShI3+/QSelNSUtCyZUvx/6CgIJw9ezZdu2ZmZvD19cWLFy/w5s0b4WwlJydnGNp2cHBAxYoVkTdv3kyjeMOHD8erV6/w9OlTPHr0KNOboi5O2M6dO/Hlyxc8ePAABw4cyHSKQ9Ouubk5LCws0ujAScvmzZtRpkwZPH78GLNnz8auXbvEMSJhamoKGxsbREdHi9fs7OyQP3/+dC/oJiYmqFixonC6Dh06hLFjxyIuLg6xsbH49u2b7DdcsWIFSpYsiRIlSsDZ2Rm+vr4ye5r/SonT5ubm8PX1RfPmzcUN7OvXr4iIiMDr168RGRmJY8eOwdvbG1OmTEGNGjXQo0cP2Y1Q8+8yZcqI7cmdOzdGjBiRZmxycjJev36Nhw8fIigoCGPHjsXatWvRt29fFChQIN0bZ7ly5YRdR0dHrFixIsObceHChVGgQAFMnjxZPHB6eHhg5MiR8PLyko3XTCC3srLC+fPn03UITE1N4eDgACsrK3To0AEdOnTApk2bMHz4cERGRsLJyQnLli1DlSpVYGpqKkucByCcB01HR3PRRJqaIolRo0Zh/vz5iIuLw5QpUzBmzBjZ2MuXL2d4/KZm586daV6Lj49HvXr1cPnyZTRt2hRXr16Fi4sL5s+fr7Xd1NuUmpiYGJw+fRohISG4ffs2Vq9erZXdFi1aaL0NM2bMwK5du/DmzRt8+/YNvXr1ynBs6dKltZ7C9vLygpeXl/j/H3/8gfv37+P9+/fw8/OTjZVmGrTB2dk5wyKJsmXL4vnz53j48CEaN26MnDlzImfOnFrZdXBwyDiloXBhYMAAILMHDFNTdTXWvxmdIlKdOnXCX3/9hYiICDg7O6NGjRqYPn26+KFq164NT09PbNiwQayza9cuTJgwAS9fvkShQoUwa9YsNGnSRKeN/FfIHwDqSsphwwDNKWkPD7UT9XdLH6SdflQBePL/f2v+ZNLfOVCmTD7Urg3Urg3kynUfdnbym6n0d/bs2VGgQAFERkbizZs32LFjB65cuYKbN2+mcU7y5cuHpk2bokGDBqhTpw5CQ0MzdCCyZcuGokWL4suXLwgNDcW2bdvw119/4ebNm7JIh4WFBSpVqoROnTqJKp/Hjx9nGE2zsLBAiRIlkJycjLdv32LPnj34888/cfHiRZnDY2tri1q1aqFHjx5o3LgxcuTIgZcvX4opCenpSfrbxMQERYoUAaCe5z9//jwOHjyIo0eP4sWLF2KspaUl6tSpg969e6Np06awtbVFeHg4YmNj0zyRSX+7ubmJG0xERASuX7+OXbt2Yd++fYiKihK2fXx80LNnT3Tt2hUuLi6Ii4tDYmJius4OoJ5alexKT/xBQUFYu3YtNm/eLKagzM3N0apVKwwYMAB169ZNc7PTlsjISKxZswaLFy8W04GWlpb44YcfMGLECBHx0pfr169j2rRpMomUtm3bYsKECTKnRh9IYteuXfjll19ETl3hwoXxxx9/oFWrVrLjQV/7mzZtwujRo8XDRY8ePTB79uxMK/F04ciRI+jTpw8+fPgACwsL/Pbbbxg1apSoBjOUly9folWrVggMDIS5uTkWL16MgQMHGsU2oN5HkydPxrT/n2qZOHEipk6davC+1yQ8PBxVq1ZFcHAwKleujLNnz2qVa6ktJHHmzBnUr18fALBt2zbUrl0bjo6OIncuIiICb9++RXJyMpKSkmT/Jicno0KFCsiVKxcAdT7olStXxHvS2L/++gt79+6Fi4sLXr16BWtra9y9exc7duwQkXxpeldaevfujcqVKwNQ5yLNmTNH9r7mMmzYMNy+fRuTJ09GtWrVkJKSIiL5UlRd+nvUqFHo1q0bAODu3bvo3LmzbJzm+JEjR2Lo0KEA1NN5lStXRkxMDLJlywZ7e3vZ9WvIkCFiSvDVq1ciOpz6+gmozyVp2jo8PBw1ypcHXr+GdOR0B/BLej/Y2bPqm6CB6OR36JzK/jegS/a8riQnq6v4tm1T/5ucbPSP0IvkZHV1nolJ+oUJJiakkxM5cCBZrFj675ctS44cSR48SP5/QUimJCUl8dKlS5wyZQqrV69OMzMzWZWEqakpq1SpwokTJ/Kvv/5iYmKiVt8lJiaGhw4d4qBBg5gvX7401RdFihThiBEjePLkScbHx2u9j+Li4njkyBH269ePLi4uMpuWlpZs0qQJV61axffv32ttkyRVKhXv3bvH8ePH09vbW2bXxsaGHTt25J49exgbG6uTXZJMSEjgvn372Lp1a1pYWAi7ZmZmbNasGQMCAhgXF6ezXZL89u0b169fzypVqqSpCJo5cyY/fPigl12STExM5I4dO1i5cmWZ7Xr16vHw4cNMSUnR2zZJ3r59m23atJHZbt68uazySV8SEhK4aNEiWQVttWrVePHiRYNtk2RERAT79+8vbOfMmZMrV640eJ9IfPz4kS1bthT2a9asKarijEFMTAw7duwo7Pfv358JCQlGs0+SM2bMEPZ//PFHfvjwgW/evOGLFy/45MkT3r9/X1QOk+SDBw949OhR7t+/n7t27eLWrVu5fv16rly5kkuWLGF0dLQYK10DpKrRAgUKsGfPnuzatSs7dOjAt2/firFr1qxhjRo1WLlyZZYrV44+Pj4sWrQovby86OHhwfv374uxM2fOzLSi8sKFC2LsggULMq0w+/PPP8XY1atXZzoWANetW0eS3LZtW6bjNm3aJOweOHAg07HLli0TlXCa1570ljlz5gi7ly9fznTsr7/+KsYGBgZmOnbcuHFi7LNnzzIdO3ToUDH23bt3ad4flt6NEVDfzI2ALn6Hwcnm/w7+VRGp/3Qk0VAA6U4/aoqGfvigjmJJy+PHclumpkDZsmpHvU4doEYNwN4+88//+vUrzp07hxMnTuDkyZN4+vSp7P3s2bOjdu3aaNCgARo0aICiRYtm+aRJEg8fPsTRo0dx9OhRXLx4URbhyp49O+rXr48mTZqgcePGcHd3z3wj/5+UlBRcu3YN+/fvx759+/D8+XPxnomJCapWrSqU9QsVKqSVTWl77969i507dyIgIECW0Jo9e3a0bNkSHTp0gJ+fn86VXREREdi5cyc2bdqEa9euidft7e3RsWNHdO/eHdWqVdPr6f3evXtYuXIltmzZIqJUFhYWaN26NQYMGIA6deroHRW4cuUK5s+fjz179ogpyyJFimDYsGHo3r27TBtIV4KCgjB9+nTs3LlTRFD9/PwwceJEVK9eXW+7gPp4nj17NubNmyeilK1atcKMGTOybHWlDVevXsXAgQNFIU2VKlWwfPlygyNrgPo4XLduHYYNG4Zv377Bzs4OS5YsQdeuXQGoj/+EhAQkJiYiISEBKSkpyJs3r1j/wYMHiIiIQGJiohgj/U0S3bp1w8yZM/HLL7+AJNzd3dGqVSuYm5uLcZIW0rZt24TdiRMn4vTp0+naTUxMxOvXr8U0YaVKlTJMAAfUUQcpajNo0KBM82hfvnwp8sxGjx6daUJ1UFAQSpQoAUAtKp1ZRfi1a9dQqVIlAMDs2bMznPYzMTHBmTNnUPv/Ix/r1q3DL7/8AgsLC5FvKk2nm5ubY9GiRahRowYAdXXc/Pnz04wxNzfHgwcPcOfOHdSrVw+nTp3CnTt3sGnTJpiZmaW7tGzZUug1hYSE4PDhwxmOrVSpEry9vZE7d26Eh4djxowZKFGiRLq5VoULFxYVnV+/fsWdO3cyzMlyd3cXx1pcXBx27tyJXr16IU+ePDhy5Igs1zR37txibHx8PO7fvy8iW9IY6V9XV1eRNJ+YmIjrK1eC/v7Ck8oLwDu9H+dviEgpjtR/OPpOP75/D5w/rz6mzp0DUvlAMDUFypeHmAr09QWyqkoPDQ3FyZMncfLkSZw+fTpNrpS7uzvq16+Phg0bol69enBxccny+3358gUnT57E0aNHcezYsTQVa6VKlUKTJk3QtGlTVKlSRQjRZQZJPHr0CPv378f+/fvTXLyLFy8unKry5ctrPe1FEjdv3kRAQAACAgIQGhoq3rO3t0erVq3QoUMH1K9fP404aVY8fvwYmzdvxubNm2UVdV5eXujevTu6du0qEzrUlm/fvmHnzp1YuXKlEGoFgEKFCqF///7o2bOnuHnpyqtXr7B48WKsXr1aOGs5c+bEgAEDMGTIENmNXFeePHmCGTNmYMuWLSJ3rU6dOpg4cSJq165t0NTQu3fvMGXKFFHGbmZmhj59+mDKlCmiajA1KpVKdpy8fftWTMNqOhBxcXE4evQo1q1bh+joaJiamsLPzw8NGjQAgDTjHR0dMW7cOGF3xIgRePHihcwhkf7OlSsXVq1ahW7duonSezMzs3SLHZycnGTnZ506dTKsTLO2thZT5EePHkXLli0zzf9LTk4WU4udOnVKN3dJIioqCvb//8TWt29frF27VrxnZmYGKysrWFpawtLSEvfu3RNFFzNnzkRAQIB4TxKAlP5etGiRELA8ePAgzp07B0tLS1y/fh1nz55F9uzZMW7cONjZ2aFz587iGH/w4AEePXokbEmFJdJSrFgxZM+eHYD6vhMdHS17f+PGjeLYfvHihc7neVaEhISgYMGCMDExwevXrw06hzKiTZs22Ldvn6ywwpi8efMGHh4eMDc3R3x8vNGmoY1aJaYFiiP1X0ZKCnDhgto5kpTNdT1O3r5VO1bnzqmdK42ADQC1vfLl1dGq2rWB6tUzd6xUKhXu3r2L48dPYvfuk7h//yKSkuTaS2XKlBHRqho1amSZtyDZlKJVV69eld0gHBwc4OfnhyZNmqBRo0ZaOWrq7/4WBw8exP79+3HmzBnZTSJv3rxo2bIlWrVqhVq1aml9YVSpVLh27RoCAgKwa9cuWaVJzpw50bp1a3Ts2BF169bVyvnTtHv+/Hls2rQJu3fvllVK+fr6onv37mjfvr24OenC3bt3sXLlSmzdulUkjFtaWqJNmzYYMGAAatWqpZeDEh0djfXr12PhwoUit8zc3BwdOnTAiBEjRMl0RvD/JQ7Si2g8f/4cGzduxJ49e0SeXbFixdC+fXsUL148zTqenp5o1aqVsD1y5EjEx8fLojXSv+7u7ggPD8eBAwcAqJPpHR0dYW1tnWZs1apVZX1F3dzcMpSpKF26NI4cOYKRI0ciICAg0+/u7e2NZ8+eif+XKVMmQ2kYV1dXvH//HsnJyZg5cyYmTJiQod1cuXLJpDp69OiBa9euCUdE04GxtrYW+wBQR21mzJiBxMRElChRAm3btpWNHzx4sDimr127hvfv36exKS1FixYVN9Jv376BJPz9/bF+/XrkzZsXgYGBMuVwQ0lISICPjw+ePXuGUaNGYc6cOUazLdkvUKAA3r9/jzVr1hhVP1GiRo0auHTpEubMmYNRo0YZ3f78+fMxcuRING3aVJabaCxSUlJEQdPr16+1nlXQiv/QFjH/8zlS/6u8fk1u3kz26UN6eaWdZjYzI6tUIceNI48fJzVSEgR79qjzuNTrxBI4zuzZR9PTs3Sa+WwrKyvWr1+fM2fO5O3bt7XKHwkPD+eWLVvYpUsXOjo6yuyZmJiwUqVKnDJlCq9fv651PkpkZCS3bt3K9u3bp1GSt7e3Z5cuXRgQEJChWn96pKSk8MKFCxwyZAhdXV1lNnPlysX+/fvz9OnTTNYxAS8mJoabN29mgwYNaGJiImxaW1uzY8eOPHLkiCyvJDUqlYoJCQmMjo5mREQE379/z1evXjE0NJSrV69Oo2bt7u7O3r17c+PGjdy2bRs3bNggy1GKiIjgr7/+yvHjx/Onn37isGHDOGjQIPbp04fdunXjunXruG/fPtasWVNmN3v27PT29mahQoWYP39+urm5cdiwYcKudH5ntHTs2JGvXr3ijz/+mKWidbNmzWT7IDO19Tp16pAkL1y4kCavLPVSsWJFmd1ChQoxR44cdHJyYp48eejp6cnChQvTx8eH7dq1E+OOHTsmtsHe3p4dOnTggAEDOHToUI4ePVqm+kyqFepXrVrFjRs3cvv27dy7dy8PHz7MEydO8NKlS7KxmgrYgwcPZnR0NJOSkqhSqbQ7wDLh1KlTIkdyxowZBtvTJCYmhoULFyYAtmnTxijbq8mxY8cIqBXjHzx4YFTbJDl37lwC6txDXc9pbVi2bBkBsGzZska3TZI3btwgoO5qYaw8vtRICvypj1mD2bMn/bwoadmzx2gfpYvfoThSCiTJV6/ITZvIXr3IAgXSHp/m5mTVquQvv5AnTqjz+dJLhDcxUS9r14Zx69at7NmzJ/PmzZvmxuTs7MxOnTpx7dq1DA0NzXL7kpOTefnyZY4fP55ly5ZNY8/FxYU9evTgzp07+fnzZ62+sy7J6vHx8YyOjubnz58ZFhbG169fMzg4mI8fP2ZUVJSw+f79e86dO5dNmjShnZ2dzGaOHDnYuXNn3r59m6Q62XLq1KkcP348x4wZw+HDh/PHH39kv3792KNHD548eVLYPXHiBL29vdO0HjEzM6OTk5OsZcONGzcyTZLVbMOwa9euTB0IXVq1DBw4UIw9depUpmO7du0q+x1SO8nW1ta0s7Njrly52Lt3bzH27du3st/Kzs6O9erVY9u2bdmlSxfOnj1b9htPmTKFkydP5u+//845c+Zw8eLFXLlyJdevX88TJ06IcSqVStZKpHLlyrx+/TpDQkL47t070b5DH4KCgpgnTx4C6kTo58+f620rNWvXrhXbPGnSJKPZJb/f0AFw7969RrV98+ZNkfC8evVqo9omKZLz69ata3RHLTo6WjzY7dixw6i2SfUDpHT+/iscwaSkJPEQGRgYqLcdlUrFlJQUJiYmMi4ujjExMfzy5QuTkpLEw9SGDRsYHh4uWz59+iQWzaKG+Ph4fv78WSyRkZGMjIxkVFQUo6KimBAbK57cEwHGpXfz8fAwWsWY4kgpGMzLl+SGDWSPHmS+fJk/BHxfUgjEE4hh3ryRDAsLF1GQwMBALly4kM2aNUu3D5m7uzubN2/OiRMn8tOnT2I77t69y9WrV3PZsmVcuHAh586dyz/++IM//fQTW7RowcaNGzNHjhxpbsQuLi6sWLEiW7duLcbduXNH2N29ezdLly7N4sWLs1ChQvT09KSzszNtbGwy7U2Y3rJ9+3Zhd8+ePVqt07VrV27atCnTMQsWLBB2L1y4kOlYFxcXnjt3jiR5586ddMeYmJjQyspK5kiFhISwUKFCLFasGD08PGQRnNy5c8sck8jISBFNGTVqFH/++WeZk6Lp+CUkJDAgIIBr1qyROb6VKlXi8ePH+fr1azFWpVIxMjKS37590zqicuzYMTo5OVGK9BjrRn/gwAHa2toSAAsXLswnT54Yxe6LFy/o5eVFAHR1deW9e/eMYpckFy1aJPbvzJkzjWaXJIcMGUJAXa0qPQAYi5kzZwrbjx8/NqrtFy9eiJ6jmj0pjcWUKVMIgKVLl9bZUUt9jH/48IEPHz7k7du3efnyZZ45c4aVKlUiALZq1UpWxXv27FlxDfz11185ceJEjhs3jiNHjuTQoUNl184tW7awTZs2bNasGf38/FinTh3WqFGDlSpVEtfMpUuXkiQXL15MT09P5suXj3nz5qWrqytdXFzo5OREBwcHWWR63rx5mV4jT506xa5du4rtz+y6deDAAWF38+bNmY7dNmGCuNnsQSZVexq9TQ1BcaQUjE5ICLluHdm9O+nsnN7xOyzTk0DzhjR27NhMx7q5uXHhwoWMiYnh9OnTMx174cIFJiQk8MyZM6xTp06mY3UpQZ4/fz6nT5/OihUrpvu+paUlbW1t6eDgwJ07dwq7Z86cYYkSJVimTBlWrFiR1atXZ+3atdmgQQNWqlRJNu1lYWHBMmXKsF+/fhw5ciTHjRvHiRMnctq0aZw5cyZv3Lgh7H78+JFbt27lrl27uH//fh49epTHjh3jyJEjZZGvzp0788WLF3zz5g0/fvzIqKgoxsbGaj0FERsby19++UU8Edvb23P16tUGPdWrVCouWbKE2bJlI6CWBzDGk3xoaCirVq0qvvvIkSO1luTIjMDAQCHT4eDgwFNGaoL6/v17lipVSti9fPmyUeyScnkBzeikoSQlJbFhw4YE1A87ukqJZEZKSgrr1q1LACxfvrzRJRckZ8fd3V0ml6BJXFwcIyIi+Pr1az59+pSBgYG8cuUKz5w5w2PHjsnG7tu3j9OnT+eECRM4ePBgcY7UrFmTrVq1kk2TjR07lsWKFWPBggWZJ08eOjo60tbWVkyXat7Levfunem1SFO+wd/fP9OxT58+FWN//vnnTMcC35t4Z9XIXFMqZN68eZmOPXHihLjGZ3VN1smRGjJEO0dKkT9In//1ZPP/NLZtA374IfWrowGkX4JsYWGBu3fvip5Oc+bMwcKFC0XJr5mZGeLj4/Ht2zdERUWJZHBHR0fUqVMHMTExsLW1FZUzUsmwhYUFhg8fLuQMrl+/jj///BMxMTF49OgR/vrrL1FNZmdnh2HDhmHs2LGwtbXF69ev8eDBgwyrdzTbFty6dQuTJ08W7SrMzMzQr18/TJgwQa+qmlu3bmH06NGiiipXrlyYMmUK+vfvL1re6EJERAQmTpyIFStWiDY5kyZNwvDhw/WuKgoMDETfvn1x8+ZNAGqx3VWrVukkHZGax48fo1u3bsJmly5dsGTJEq1Vj9MjKSkJ48aNw7x58wAAVatWxc6dO+Hh4aG3TUDd669169a4cuUKzMzMsGTJEqMIVUZGRqJZs2a4fPkybGxssG/fPjRs2NBgu4BaikDqlbZu3bpM1bF1ISoqClWqVMGTJ09QuXJlnDt3Lo3yub68ffsWpUqVwufPnzFmzBjMnDkz3XGSSr2khq+5mJqaypK+//jjD9y7dw9fv37F6dOnER8fDxcXFzg4OAiJAYmGDRvi5MmT6X6m1BtTKsCQqt0yIjY2VhTUdO/eHZs3b85w7MePH4Vo68iRI7Fx40ZYW1vD2tpaJO1LRQdXr14VopubN2/Gn3/+Kbtuaf47bNgwYffatWu4c+dOmmucpaUlbty4gWnTpqFs2bK4ffs23rx5g7dv3wrlekkyQfo7X7584rvFxMSIilRNeQXp/1ZWVli0aBFGjBiBDh06YMeOHQCQRuIAgJBRACBriJ3eWPOLF2H2/6KoKf+/pHt1UwQ500eJSP1ncfZseg8C0QQ+EYgiEEMggS4uKZwzRzsxUInY2FguX75cJoRpbW3NgQMH8tmzZzptZ1xcHJctWyYTAXV2duaMGTN0SiaXuH79ung6l7Zr5MiR/Pjxo862VCoVDx48yCJFigh7hQsX5v79+/WO/ty6dUsWoSlcuDCPHz+uly1SHY2YO3eumIq1trbmjBkzDIr6JCYmctKkSeLJPG/evLIpQX3Zu3cv7e3tCYBOTk48evSowTbj4uLEFAWgFgjMLLlfW2JiYujn5yeiksaaelKpVBw+fDgBtXiuMfN3nj59ypw5cxIAu3TpkuExGhISwrt37/LixYv8888/uXv3bm7YsIFLlizh2rVrZWNHjhzJZs2asWTJkmIfu7i40NHRkUWKFJGNTV0Yobk4OjrKxkpRrvQWCwsL2dgWLVoQUCem29nZMXfu3PT09GTx4sVZvnx52e+9ZMkS9unTh0OGDOFPP/3EH3/8kYB6ynz27NmyiNr9+/d59uxZXr58mbdv3+bDhw8ZHBzMt2/fMiIiQqskb19fXwLg8uXLsxyrK8HBwcT/R9aNcUynRhISrV27tvGMaqNSreRIZYziSP1nkdXxDJCmpt//trUlf/yR1CXdJDk5mbt375ZNrZmYmLBdu3Y6q10nJCRwzZo1LFiwoLCVM2dOTp06Va8k4vPnz7NGjRrCVvbs2TlhwgS9bCUmJnLZsmV0dnYW9mrWrKm3ondKSgo3bNggS8hu06aNQUrYL168YIMGDYS9MmXK8ObNm3rbI8mrV6+yUKFCwuawYcP0UorXJDg4mOXKlRM2x48fb/BNQqVS8ffffxc2GzZsaFDiuURCQgI7dOggnB5jJVyrVCqhsm5ubi6bOtEkJiaG796945MnT3jz5k2ePXuWBw8e5NatW9OsM3r0aHbq1ElW2ZgrVy66ubmxevXqsrGav2nqpWDBgrKxmr9V6sXZ2Vk2tnHjxnRxcWGBAgVYsmRJVq5cmXXr1mXz5s3ZvXt32dgdO3Zw3rx5XLlyJTdv3iwepAYNGiSbLifVzrIhx4jk4C1evFhvGxnx66+/ivPX2KSkpIiE839FQvvp06cJgEWLFjWu4T17vlc0pXaiTEyUqr3MUByp/zyyOp63bSNXryZLlpS/36SJuupP26CLSqXiuXPn2KRJE9mFtnbt2jx69KhO0ZukpCRu2rRJFgWys7Pj+PHjGR4ertP3V6lUPHbsGMuXLy9zzn7//XfGxMToZItUH+O//PKLSJAF1PlOISEhOtsiyaioKA4fPlxEfqytrfnrr7/q3X5GpVJx48aNolrJ1NSUo0eP5rdv3/SyR6pv5oMGDRLft1ixYrx165be9kj1jVHTZu3atfnu3TuDbJLqiJcUmStatKjO0dH0SE5OlrWWySxRXKVSyZyfGzdupKm4mjVrFseNG8fBgwezQIEC4uGjSJEiaZwNzXY5qZfUZfeaDyCpF29vb9nYGjVq0NXVld7e3ixTpgxr1KjBRo0asV27dvT395eN3bVrF9esWcMdO3Zw69atIoduzpw5fPXqlT67NF2kykYPDw+jR1/mz59PAKxSpYpR7ZLklStXCKjz6f4VMgtS9HqbkXKKNHnw4IG4JhqdPXvIPHnkNxZ3d6M6UaTiSCn8m5DrSKkXDw/58axSkadOkc2by52u4sXJlStJXe7D9+7dY/fu3WWl/SVLluTGjRt1SlRNTk7mjh07ZFMKtra2/OmnnxgWFqbDHlDf4Pbs2cPixYsLWy4uLlywYIFeTktoaCi7d+8udKMsLS35008/6R0FuX//PmvVqiWLChw8eFAvW6S6wqhz587CXoECBQyemjt69KjQ3zI3N+f06dMNvuFt3bpVVN/lzp2bZ86cMcgeqe4H6O7uTmk66awW1UGSlpdESkoKT5w4wV27dnHt2rWcO3cuq1evLvZn3bp1Zet7eXnRwcEh3SopSQdLQqpiTG8pVaqUbGyBAgVoampKOzs75s2bl0WLFmXFihVZt25dDho0SDZ21apVXLBgAdeuXcudO3eKh4fKlSvzxYsXOu7FjJGSwwsVKmSUogGJuLg4EaE1tlzB+/fvxW9jTFkLUv3gJ01XX7t2zai2SXLgwIEE5P3vjMWnT5/EsWfsIgLFkdITxZH6z0WXps9Pn5JDh5LZs38//h0d1aKfGtXwWRIaGspRo0bJBDXd3d05d+5cnYU09+7dKyvPt7a2pr+/P9+8eaP9BlHtnG3ZskWUuEvbtGrVKr1uCrdu3ZLlejg6OnLhwoV6XZRUKhV37Ngh0/Nq2rSpQVGVw4cP08PDQ9jr2bOnrPRaV8LDw9m2bVthr1q1agbfmB49esQSJUqICNpvv/2mkwBhUlISP336xBcvXvDOnTs8d+4c169fLyI05ubmXLNmDRMTE9mpUyc2adKENWrUoI+PD/Pnzy8coNatWwubKpUqTTPw1MvGjRvF+PSEaO3t7enu7s727dvLtlcSSZ04cSJnz57NxYsXC/2qevXqyaK3cXFxeufiPX/+XMhkaEp/GMrXr19FpGzVqlVGs0uSkydPFs6fsZGmvTWb9xqL1q1bEwB/++03o9uWdMKaNGlidNspKSnigfe1Lhf3rJCmQgBlak9XFEfqv4uoKHLePLnwp5kZ2bEjeeWK9nYiIyM5Y8YM5s6dW9xo7O3t+fPPP+tUpq1SqXj48GFWrlxZ2LG0tOTAgQN1zi1KTEzkqlWrROQCAL28vLhlyxadw/MqlYpHjhyRRbu8vb25e/duvW6C0dHRHDt2rBBCtLS05Pjx4/WaiiTVN76hQ4eK6JmLiwu3b9+u9w1apVJx06ZNQs7B1taWq1at0stecnIyP3/+zDdv3rBHjx5i//n4+HDGjBmcNm0aR48ezX79+rFDhw708/Pj9OnTxfrR0dGZOjuav++OHTsydY7q1asn2zZfX1/6+vqyadOm7Ny5MwcOHMgxY8YIx9na2pp3794lqdZRe/ToEd++fcvo6Gid94WmOOuWLVt03o8ZMXXqVAJqTSxNQVpDkUrr8+bNa3DOnCZhYWFCFd+YshMkuXHjRgLq4g5ji39Kzk6tWrWMapckL168KI7lfwWSE29oPqVASs5N7URpOlNKsnnGKI7UfyfJyeS+fWStWvLzoXJldYRL20BOXFwcV69eLdpOSE5Cv379dBL6U6lUPHHihKiWkaIOvXv31qticMGCBbKk7xIlSnDv3r16CfitXLlS5jBWq1aNV3TxOjV4/PixrPrQw8ODu3bt0vsmcPnyZZmz16xZM63U6jMiJCRElsxfvXp1btu2jTt27OCKFStk03SfP39m06ZNWb16dZYsWZLu7u4ygVZJFX3t2rWZtosB5Em9mpEjGxsburm5sWjRoqxUqRIbNGjAKVOmCLFKKysrjh49muvWrePu3bt58uRJXrt2jY8fP+a7d++0ziNLSUlh48aNhfNtjKR2kpw2bZp4yDBW7lF8fLxILE+d+2QIcXFxItI5Z84co9klv+s1abbwMQZfv34V+V2pk9kN5dmzZwTU1YYZaWHpS1RUlDj2IyIixOuaraWkTg6ahISE8ObNm7x8+TLPnz/PkydP8siRI9y/fz8DAgLEA6NUTDBw4EAuWrSICxYs4Pz58zl37lzOmTOHs2bNkp0bx44d47Rp0zh16lROmTKFkyZN4sSJEzlhwgT+8ssv/HzwoLhJHAJ4ICOHShHkTB/Fkfrv584dsmdP0tLy+/mQNy85fTqpbR54SkoK9+3bJ5MAMDExYevWrXV2Os6dO8d69eoJO6ampuzatSsfPXqkk53o6Gj+/vvvdHBwELbKly/PY8eO6ey4fP36lRMnThQXbQDs0KEDg4ODdbJDqi+We/fuFT2xALB+/fp8+PChzrZI9Y116tSpItpla2vLuXPniqm0r1+/cuvWrVy6dCmnT5/On376if3792eHDh3YsGFDLly4UNgKDQ3N1OHRbBnz9evXTMd26tRJjL1z546ISri4uHDYsGGcNm0aFy1axI0bN6bpCxYREZHptGxycjKbN29OQF1lps/vkJqIiAjxm7Ro0cIovdCSkpJExV2dOnWM1l/txIkT4twwpur5mjVrCKhlLIx5zb93757YXn2LODKiY8eOBMDhw4cb1a5KpaKnpycB8MiRI3zx4gVv377NS5cu8dSpUzx48CB37tzJDRs2yKaESbXi/cCBA9mjRw926NCBzZo1Y7169VitWjXWqFGDJIXtmjVrMlu2bBm2ltK8VmlOwae3SM6R9FCQ2fLhwwdhV7NFU3pLyMKF4ubwE/6zBDkVR0rhP4qwMHLqVDJ37u/nhbU12bcvef++9nYuXrwoNGKkxdfXlwcPHtTpRnL58mXZBcHExIQdOnTQucVHZGQkJ06cKMvr8vX15fnz53WyQ5Jv3rxhr169xJSahYUFR44cKXuq1JZv375x0qRJIlpjbm7O0aNH89OnT/zw4QOfPHnCa9eu8fjx49yxY4esqu7Nmzfs2LEj/fz8WKlSJRYuXJhOTk6yBstNmjTht2/fsnSO+vTpI+xKzpGJiQnt7OzExV1qfK1Zaq5Sqbh27Vru3r2bp06d4o0bN/js2TN+/Pgx3XyywMBA4dQ2aNCA8fHxOu8zTaKjo0WOXdGiRbXu85gZN2/eFL/H77//brA9Uh3ZkKoO582bZxSb5HcHonLlykZz0JKSkkRlrbH7B9avX5+AWgXfmBw8eJCAeqozKSmJYWFhfPLkCW/dusVz587x8OHD3L59O1evXs1NmzbJ1h0zZgxbtmzJevXqsVKlSqJdk4ODA729vdmvXz8C4IgRI0TrmPSW1BVy2uhpNWvWjACE4n5Gi+YDxcCBA+nu7s6CBQuySJEi9PHxYfny5VmlShXWrFlTRM4kDbZSpUqxY8eO7NSpE7t06cIffviB3bp1Y/fu3WXTwlu3bmX//v05YMAADho0iIMHD+aPP/7IoUOH0t/fn5/27xc3hSMA92fkSCkRqfRRHKn/PeLj1U2Uy5WTnyP16pGHDpHaXrMfPnzI3r17i0gJoC6zX7dunU430Rs3bqTpG9WqVSud5/8/fvzIUaNGyWQOGjZsqJdu1N27d8WNQbqQzps3L833io6O5rlz57h//36uX7+e8+fP56RJk+jv789u3bpx586dDA4OTuN4preMGjVK2H316lWmY6WpsWrVqvHVq1esW7cu27Rpw969e3PkyJH89ddfuWjRIm7atEn2/VUqFb98+SJuzO/evWOxYsUIgHny5DG4/93ly5eFU9G2bVuDKwTfvn0rcqbq1q1rlColqYWRqamp0VrUrFixQjikQUFBRrH59u1bMZW6YsUKo9gkyYCAAAJqjTZ9BG8z4ujRowTUsiep7yeSxMTbt2/58OHDNPpKS5Ys4c8//8zBgwezS5cubNq0KWvUqMGSJUuyUaNGojDgxIkTmeppFShQQGZXU0Il9eLk5MQtW7YQUEssNG/enG5ubvTy8mLJkiVZsWJF1qxZk40aNZJFX0ly/fr1nDx5MmfOnMlFixZx9erV3Lp1K/fu3Ssi4pKA64ABA0RrqQ8fPujc+zI9pHY2P//8s17rp0ER5DQMxZH630WlIi9cINu2lYt8enuTixaRGRXppa4mDA19yzFjxsj60uXJk4ezZs3SKVk2MDCQHTp0SBN10TWB9c2bNxw0aJAslN6qVSve1wi7paSkMDIykiEhIbx9+7askjA0NJTjxo3jgAEDWLNmTVmky9TUlEOGDJFts7bO0fr162Xv2djYMH/+/CxdujRr1aoliwZJeWAbN27kgQMHeP78eQYGBjI0NJRfv37lxYsXRfSnRIkSOldCahIWFiYq8FxdXXWeYk3NiRMnxDRfz549DY6m3L17V/wGvXr1MkrSsZTT4+zsbJTKJ5VKJfTYypQpY7Sy9IULFwpHXnOqxhBSUlKEg6HrdNmXL1/EOXPq1CkGBARwxYoV/P3337l8+XIWLVqUgLqfZr169ViwYEE6OTmlmdZKrael2W0h9VKwYEH27duXgFpctkKFCkJaokiRIqxQoQLr1KnD5s2bc+DAgTK7O3fu5MqVK7l161YePHiQZ86c4Y0bN/jo0SO+efOGT548IaAuQjCmLASpblYsXXuMjSRnMWDAAOMZVQQ59UdxpBRI8uVLcvRo0sHh+/ljZ0eOGEFqytmkp28lyYxERUVx1qxZoqJEejodM2aMrDloVjx8+JA//PCDTN+nXr16PHfunGycFF2RLuynT5/m7t27uWrVKs6cOZN79uxhjx49ZHZy5MjBnDlzptEOmjZtmrB79+7dLKNBmzdvJql22goXLszKlSvTz8+PnTp14sCBA/nzzz9z1qxZsunFpKQk3r17VzQbNTEx4Zw5c/R2DO7fvy/2db58+XRK/k/Nx48f6ePjQ0CtDWVoVGXv3r1iHw8bNsxg5+fIkSPCnjGm5GJjY8W0YZUqVYzi+Lx//17oTRkrUpCUlMQyZcoQ+N4E1xgcP36cgLpwZNOmTdyyZQsXLVrEqVOnctiwYezWrRubNm2aJtk9tWSE5lKuXDkuX76cgFqDTlOuRPPccXR0TFMpN3nyZPr7+3PixImcO3cu16xZw127dvHkyZO8ffs2d+3aRSnibczqvZSUFKEndefOHaPZJdUJ3tK+MDaLFi0igDQyHQazZ486gVbzAp9awNAIKI6Uwn810dHk0qVkkSLyljStW5O//qqdzEhCQgLXr18vqzazsLBgr1690m2ZoBmxCA8P5759+7hu3TqOGzeOpUuXlkWoihcvLqafzp07l6nDI+nDPHz4UNaGRXOxtramm5ubTPk6PDycQ4cO5aRJkzh//nxu3LiRBw8e5NGjR2VVhyNGjNBr6iopKUmmED5gwAC9n4ZfvnwpKipz5cplUGVTeHi4uGk7OzvrnKuWmg0bNojvOGXKFINskerpH8meMcQfg4ODRVTvxx9/NNgeSe7Zs0dELi9cuGAUm1evXhXnQHp5f9++fUujM7Z48WJOnDiRgwYNYrt27Vi7dm2WLFmSrq6ubNy4MVUqFWvXri3OgcycI028vb1pZWXFPHnysESJEvT19WXLli3Zq1cvTp8+nZ8/fxZT/Vu2bOGlS5f44MEDvnnzRi+JCYmIiAixD4yqncTv+U7GaiUk8fTpUwJgtmzZjC7dIE1Jppb/MApfvny/uB89arTpPPlHKI6Uwv8AKSnqc8jPL2NpEfmSzDx5Ivj48TNev36d7969Y0pKCg8dOpQmT8HR0ZGFChWim5sbraysuHTpUvG5WTlHgLpqbe3atSJyZGVlRVdXVxYvXpzVq1dns2bN2K1bN+7bt0/YjY6O5syZM4UoYbZs2fS6cCYnJ3P8+PFiW+rWratzCxxSHU2bP3++uDk0bNhQb82gjx8/ir5k2bNnN0gNPSIiQpRWOzk5Cc0lfZGmpqTpHkOR8k6srKyMoll0+PBhsX3G0oKStLUKFCigVwPv6OhoBgcHy2RBpHY39vb2bNCgAcuWLUsPDw9RZVq/fn2ZjcwiR2XKlCFJnjlzRkSJateuzfbt23PAgAEimrpmzRr++eefMrva5D5KU5xTp07V+btnhtQbdP369Ua1O3bsWAJg//79jWo3ISFBRFF1ichrg5SPlnqK1CjExHy/sOupg5cViiOl8D/Hw4fqNjRyx+kSgQoEChJwIGAiu1jr4hxpTqs9fvyYVapUYePGjdmlSxcOGTKEEydOFBopmpU17dq10/kC9fHjR5nOU58+ffQSJ9y9e7dok5I/f369pwUOHDggkrNLlCihd+n4169fhaSEhYUFd+7cqZcdUq0fJd20HB0dDe7RJzWIBcB169YZZCs5OVkk7htLFmHixIkE1Dlr93UpX82AqKgoIbPQp08fJiUl8f379wwMDJTZV6lU7Nu3L5s1a8ZKlSrR09NTHAupow2aEZn0lvLly8u2YdiwYRw8eDAnTZrERYsWcdu2bTxx4oQsH1ClUonEbWNGY6RcQGNPaUkPMF26dDGqXWnaMHX0zRhIfRn/+usvo9q9evWquPYYHcWR0h3FkVLQhm3bUjtS6TtH1tbZ6eHhwZUrV4p1X79+zTFjxvCPP/7glClTZOKe9evX1+lmmJyczD/++EMkr3p4eOgsc5CcnMxff/1VPC2WKlVKr2q1+/fvizyQbNmy6d2g9NatWyLXycXFhVevXtXLTnx8PNu3b09AnX+1bNkyveyQamdA0kdycHAwaMpQpVJx5MiRlKa89hiYbxEdHS2iZsaQRUhOThbOdaFChbSKDKpUKn769IlBQUGyfDKVSsVu3bqJ7ZN+C80IpiYZNTi2trZmw4YNZWObNm1KQK1MfvjwYV67do3BwcH88uWL3lNHs2bNIgBWqlRJr/XTQ3N6T1/ttPSQHshcXFyMJgdBqqfHAbU8ib6NxzNCqvw19AEiNdK0YY4cOYxql6QytacPiiOloA1nz6Z2pCIIHCJwkcBDAmEEErSSGZGcIamyy8nJiQEBATptz/Xr10Wlj4mJCcePH69zntHp06eFonn27Nn1yrv5/Pkz/fz8xA1w9OjReuVNvX79mqVLlxY30V27dulsg1TvW838qylTpuh9k/3y5QurVasmppT0dfBItYPRp08fETE7fvy43rZI48sihIeHM1++fATUGliaifsqlYr9+/dns2bNWKFCBbq7u8skP1I7R87OzmkcIxMTEzo7O6ep4Fq+fDlXrVrF/fv38/Lly3z+/Dm/fv2a7m8WFRUl5BCOHDli0PeV+PDhg/guhk7javKvmN5LSEgQUWBjJoarVCrxmxm7gbHUvHj8+PFGtavZuNio1YbpJZsrTYuzRnGkFLQhK5kRgDQ3J3VJW7l3755IbgbUStm6CF9GR0ezV69eYv3KlSvr3Iz33bt3rFWrlrAxePBgnYUkk5OTOW7cOGGjQYMGegl4fv36VUQdAPCPP/7QywlSqVSikaz0nXTtRai5TVKCfY4cOdIolOtCcnKyiJjZ2NgYZIvUTRYhPj5elpCtUqn4888/s1u3bqxfvz6LFy8ua39TuHBh2fqa7Yg0FycnJ7Zo0UI2dt26ddy8eTP37dsnbEpVnoYyatQoAmDt2rWNYo+k+E2MlXBPfi80KFGihNFskt8dtFmzZhnVriQMvGTJEqPanT17tri2GZPk5GRxDBpLFkNpWmwAiiOloC0ZyYxoLqam5MiRpJYt0JiQkMCJEycKgUlXV1edn7Z37twpSpizZ8/OTZs26eSAJCUlyRLIy5cvr1fuzc6dO0WOS4ECBRgYGKizjeTkZCG2J+XY6BttWbJkiZhW6tChg95K4zExMaLCK3v27AZVoyUkJLBRo0YiymVoFOTw4cMyWYRly5bxl19+Yc+ePdmwYUP6+PgISYI6derI1tXsr5h6MTc3lzleUuTo4MGDvH79OkNDQ7X6XaZPn05A3RDbUHFSUq1xJk1rG6v3nNSOxt7eXuvehVkRGRkpIl3pVerqy4IFC8TDijGZNGkSAeNKTJBqGRAArFChglHtkhTXvPRkT1QqFRMTE/nt2zdGRkby48ePfPPmjWzqMjw8nNevX+elS5d49tQpnsiVi4cB7gMYmJ4zpQhyZoziSCnoQno6Uh4e5IYNZLdu318rWJA8fVp7u9euXRNifgDYt29fnY7JV69eyaQJOnfurHMV3LFjx8RN197eXlb1py2BgYEiwdTGxkbvpO9FixYJB6Fu3bp65wHt2LFD3NDq16+vd3PWb9++iWR2W1vbNJpeutqSGie7uLhkmZ924cIFbtu2jbNmzaK/vz/btm3LypUrM2/evKxfv75MFiGzarXUyc+zZs3izJkzuXnzZp46dYoPHz5kRESE0NPSFF7Vl+joaJEHtWbNGoPtkWS3bt2Ec2wMUlJSxDG7YcMGo9gkv+d0GUP6QuLBgweUpr+Nmc8ktaExdgRN6kHo4OAge7j78OED79y5w4sXL/LEiRPct28ft27dytWrV3PBggUyxflDhw6xW7dubNOmDRs1akRfX1+WL19enNdr164VYxcvXiybdk69nDhxQoxduXJlhuOGZ/SkrLSISR/FkVLQldTK5poPKUePqh0r6bzr25eMjNTObmxsLEeOHCmiKPnz5+eZM2d02K5kTps2TUS3PD09dZ4+Cg0NFXlBgLpvmK45CJ8+fZLpVo0dO1avqbXDhw+LqauiRYvqXaF24sQJkVtSsWJFveQaSPXvIyVlZ8uWjad18ZRT8f79e9GaxtHRkaNGjeLAgQPZrFkz9uvXTzbW1dU1wwt+oUKFSFL0THNwcODAgQP5+++/c8OGDTxx4gTv37/PiIgIraOUmrIAxmj3MnfuXAJq0VRD+w+S39X0TU1NjVK1SH6PnFWrVs0o9khy48aNBNTab8ZCpVKJwgxDZD5S8+7dO7FPUz9sqFQqfv36la9fv2ZQUBAvXbrEo0ePcvv27bII3s6dO9m1a1c2a9aMvr6+LFWqlMi7AyDLMZwwYUKGx3TqaOPMmTMzHfvHH3+IsZKaenqLmZkZjx07Jsbu2LGD+fLlo5eXF4vmycNSAMsDrAJwXkaOlNK0OH0UR0rB2Hz5Qg4e/P3cy5OHPHBA+/XPnTsnOqcDamVsXaYcrly5Ip6wTU1NOXnyZJ2mVRITEzl69Gjx+VWqVOGrV6+0/wJUTxdq2vDz89MrqnT37l2RVJ0rVy6984quX78uom1FihTR+ftIxMXFiak5a2tr2ROuRFJSEkNDQ3np0iXu2LGDs2bN4qJFi2RjtHGOJFq3bs1atWrxhx9+4JgxY7ho0SLu3buX165dE/IXUVFRdHNzI2CcxN7WrVtTmkIyVEwxNjZW3PyNlYMjFTgYI2pGqh0J6QHEWL0CNaf3jGWT/K7T9dNPP+m1fmhoKM+fP8+9e/dy1apVnDFjBkeNGiWm5TVTC0aNGpWmC4Lmoqn19fPPP2fq8GhW9c6bN49ubm709vZmqVKlWKVKFdarV4/Nmzdnp06dZNN1169f55w5c7hs2TJu2LCBu3bt4pEjR0RximZFoOTwhYWF8fPnz4yOjmZ8fHzWVY5pq4mUiJQuKI6Uwr+K8+fJQoW+n4MdO5La5kV+/fpViBAC6uTfK1euaP3ZX758EVMg0pO2rhpN+/fvF8rXjo6OelVKbdu2TYgmenl56aVT9PbtW1FOb2Vlxe3bt+tsgyQfPXoknpDz5s2rd+7Khw8fxDSqlZWVEG1s1aoVPTw8xA1Zc/H29pbZqFixIm1tbenl5SVyfmrVqsVVq1al65xpg6Qqbm5ubrAeVHBwsKgqPXjwoEG2SHLZsmUE1DmAxshDOnXqFAH19HFqVXN9kRqHDxs2zCj2SLJZs2YEwMmTJxvN5tatWwmApUuXFq9dvnyZy5Yt47Rp0zhs2DB27dqVjRo1YsWKFVmwYEHZQ4xUSZfRMmHCBDFW0zkyMzOjk5MTCxYsyLJly7J27dqy4pa//vqLc+bM4erVqxkQEMDjx4/z6tWrIvK6f/9+o+0DkmzevDkBcNWqVYYbU5oWG4biSCn8K4mNJceNI83M1OejoyO5ebO6YbI2HDt2TDzNm5qa8pdfftFpemTLli2icsrOzk5nracXL14I1XAAHDdunM5Jw3fu3BECjba2tty9e7dO65PqhO+WLVuK7Zg2bZpekZLXr1+L1j05c+bMUh181apV9Pf3Z4sWLVi6dGnhWEo3cUCdgP706VMh4ik5M/nz56evry+7dOnCSZMmyex++/ZNbP+2bdvEOobqVUn7qGrVqgZrDUmK14UKFTJYXiEhIUEcA7NnzzbIFqn+rlKvwF9//dVge+R3teycOXMaLf9Imt4rVqxYlmMTEhJkx/Tp06f5+++/09/fnx07dmTt2rVZtGhR2TEo5RJpSn6ktzx9+lTYnTFjBgsVKsSqVauyWbNm7NGjB0eNGiWqd3v37i3Gfvr0iW/fvmVMTIzekUkpV0xTW88YdOnShQA4d+5c4xhUmhbrj+JIKfw7uHmTLF36+7nZpAkZGqrdup8/f+YPP/wgLoqlSpXSqdrrxYsXrFq1qli/e/fuOrXuiI+P59ChQ8X6NWvW1FlRPTw8XPT0kqafdM2bSk5OFsKW0vfQJ+fm6dOnLFmyJAG1plOTJk3YqFEjFitWTLQPkdB0jjQXR0dHVq5cmTVr1iSgbjty5swZXrlyhW/fvtXpu6lUKnbo0EHccPVRmpcIDQ0VeWWGCJKS6qioNAU5Z84cg2yRalkEQC2ZoE/rmNRIDqizs7NB+0wiOTlZRCyN1S4nIiJCNr0nOUfDhg0TzlGxYsWYM2dOApBFjrJyjgDw8OHDJMm1a9eyVatW7Nu3L8eOHcvZs2dz3bp1PHDgAC9duqTV/pEU2Y3dv06KrBszKkd+j6wZ1a7StFg/FEdK4d9FYiI5fTppaak+P3PkIJctU/f104bdu3eLCigLCwv+9ttvWkeHkpKSOHnyZJHvULBgQZ0FJgMCAkR0y9nZWedk16SkJI4YMULcBJo0acJIbTPxNVi+fLmYPqtZs2aaqZ3o6Gjeu3ePBw4c4IIFC2QteEjKImypF0tLS1kkZ/78+RwzZgyXLl3Kw4cPMygoSOYEvH37VvwmhugQffr0STgtI0aM0NsOqa54lCKQUjsUfZGcHzs7O4P1epKSkoSqf+rfRF97UpRrxYoVBtsjyalTp4rjSlvu37/PrVu3yqoqq1SpQg8PD5qbm4sChSlTpnDw4MGZOkaaSuhbt25lz549OXbsWM6bN4/btm3j6dOnGRQUJBxvY1YEXr58mQDo7u5uNJvk933at29fo9r96aefCKgLYoyKomyuO4ojpfDv5tEjslq17+eqry+pbYeWsLAw2RRXpUqV+OjRI60/+8KFC+LmY2Zmxt9++02n6MnTp09FkqeJiQknT56sc2Rp8+bNtLa2FtNGuuYqJScnc+vWrcKpK1SoEAcNGsRKlSqlq6qd2jnq0KED8+TJw2rVqokE7Vy5cnHPnj18+vSpzlMYx44dE5+lz7SlxJEjR4QdXao1U5OcnCx6MrZp00ZvO6RaGkBqum2Mprbbt28noJbXMLS1DfldV8nb21tv0VVNXr9+LR429u7dy0OHDnHFihWcMGECe/XqxYYNG7JEiRKybc/KOZLEYX19fblt27YMnaNPnz5pPR0rOcvNmjUz+DtLREREiG3WVyYkPVavXi0enIzJtGnT/iUOmtJrTw8UR0rh7yAlhVy0iLS1VZ+v1tbkzJmkNgEmlUrFjRs3CkE6a2trLliwQOuLcGRkJDt16iSbqgvVdp6R6iosqdxemgoICwvTen1S3V/Pw8ODgDrHKD3NqufPn/PgwYOcP38+hwwZwsaNG7Nw4cK0tLSktbU1AwMDxVSMJG8gLTlz5mS5cuXYtm1bjh49Wja1obmfIiIiRIVjo0aN9L4ZS/lE9vb2fPHihV42yO/TIPny5TPomhQYGCiS2A1N8r1w4YJwnA1tTZKSkiJ0qn755ReDbJHq6KM0LaZtD8OEhAQGBwfzzJkz3LBhA6dOnco+ffqI/S0liGe2aCbzr1y5krVr1xZVlQsXLuTu3bt55coVhoaG8tGjR8KhN8YUJEleunSJAOjm5mYUexLSg4ihjbo1kXLPNJPjjYHkRHfs2NGodhVHSg8UR0rh7yQkhGzY8Pt5W64cqW36U2hoqEyvqXbt2lpX5knOmJRP4+DgoHO/v02bNomEazc3N52bJ7948UJEOwB193lNJ6dNmzYZ3sgsLCwYFhbGd+/eCamI4sWL89q1azoLkd69e1dUFup7c09MTBR5aJUqVdI7OTs6OpoFCxYkoG77YghS2568efMafH3r2LEjAXVloaFyCPv37xfOrzHae/zyyy8E1DIdKpWKUVFRDAwM5KFDh2SOy6xZs5gnTx5ZE2XN5d69eyTJXbt2iYhtuXLl2Lx5cw4cOJDTpk3junXrePz4cZ1yvFQqlYh8GhJp1OTbt28icqZrvmJmSEKx+jYgT4+7d++KqK8xkaadGzdubFS7iiOlB4ojpfB3o1KpldFz5vzes2/8eFKbwiGVSsVly5bJKshWr16t9c3u2bNnYhoIUFfs6BLWf/DggShvNjU15e+//y5zhuLi4mTbsnTpUtaqVUvcWFIvY8eOFWOnTJnCMmXKsG3bthw7dixXrVrF06dP8+XLl7LI0f3798U0X48ePfS60UuJy7pENlLz8uVLER0ZNWqUXjZIdQRIutkbEk2KjY0VTtnQoUP1tkOqlfOl6VhDpi9J9TEr5akZmg92+vRp9uvXT+yv1JFJyTki1dVq0uvW1tYsXLgw69evzz59+nDq1Kl8/fo1SfU9QYrmaeokGULnzp3FNJ+xkAomjCFPISE11jbmdoaHh4v9bgxBVgnJ4a1Ro4bRbJJUHCl9UBwphf8U3r8n27b9fg4XLUpqqz/5/Plz8TQp5SNo+6SamJjI8ePHi5tRoUKFdCrD//Lli9DgAUAPDw/WrFmTHh4eNDExkUUdpKaz0uLk5MQqVarIEsD1aSVy7NgxWc85fZAqArNnz663xpQUbQHAQ4cO6WWDJMeMGUNAndRvSNRG6iNnYmKic3FBaqR+bJ6engbLA/z5558E1DpcqRPiVSoV379/z0uXLnHz5s2cOnUqe/ToQV9f3zT6X5rOkebi6OjIsmXLyo7j0NBQXr9+nWFhYVk621KF6YIFCwz6nhIrVqwQET1j0bNnTwJII61hCLNmzTL6dJlKpRKaZLpq2WXG8ePHCairmI2KkmyuO4ojpfCfxu7dZO7c3yVM/P1JbYJEycnJnDNnDq2srCjlCW3btk3rCM25c+eEiri5uTlnzpwpiy5FRUXx2rVr3LRpk2xqY/jw4Znmk1y8eFGMvXHjBrds2cJr166lSTaWxP9MTU31espeunSp+Mxdu3bpvH5SUhLr1KkjnEldpwglhg0bJm7mUpRDV+Lj40XEoXXr1gZNp0nCrKVKldK53Y8mMTExzJs3r0HOqkRCQoKY1q1evbrM6c/IOZIWzWPj4sWLHDVqlNjndnZ2jIiIMGjbyO9tberXr2+wLZJ8/PixcByNpVEl9Vg0ZhL3gQMHCCCNDIihSNPvmtcCQ5GqDAsUKGA0m+nKH7i7K/IHWaE4Ugr/iXz+TPbq9f1czp+fPH5cPiajnn9BQUFCCRwA27VrJ2sCmhkRERFs166dWFeqbkvd0kRTZX3ZsmW0srJiyZIlWbduXeHIVaxYkaGhoVo7ASqVSrS/yJYtW5Zimenh7+8vpm6uX7+u8/ofP34USfDNmjXTS9QyPj5eOAk1atTQWcBU4s6dO0KDaOPGjXrZINXfSWqPo9mXTB+2bNkiptB0yc25fv06hw0bxsaNG9Pb2zuN+vumTZvE2O3bt9PU1JT58+dnnTp12KdPH06fPp3bt2/ntWvX0p16Tk5OFseoPgr8qZEcHwsLC6NoXqlUKrF9hjS81uTKlSsEwNy5cxuctybx5MkTAmqxWUMFXTWpXr06Aeich5kZQUFBIqptFCRBTk0nSnqaVQQ5M0dxpBT+kzl+XO1ESed0z55qJ2vPHvWDUkYPTomJiZwyZYrI9XBxceEBjYZ/KSkpfPHiBQ8fPsxZs2axZ8+eQsNGpVLJqvo0Fzc3N9auXVvm5MTHx8tylq5cuSJyVVq2bKlTFCQxMZFNmjQRER1dpB1I9Q1VWt/V1VWvnno3b94UzqC+Oj3Pnz8XeVuG9L77/fffRaRF3/6A5HeFbWtra1lbD11RqVSsUqUKNfPR3r59y3PnznHVqlX86aef2LJlSxYvXlymMya1NdFcsmXLJnL7NDW44uPj9UrWHzJkiNguQ1GpVPT29iaglkEwBlLC/tSpU41iLzY2Vjik+kY+U5OYmCiuGbpU8mZF+/btCYDz5883ms1Xr14RUFdD6kJKSgqjo6MZFhbG4OBgBgYG8vKFCzyRKxf3AXyZ2pGSnCmlRUzGKI6Uwn860dHq6T3pYcnBIeN2UKkfnG7evClaogBqIc7SpUuLKjXNZfPmzWK9y5cvs0GDBqKqr2DBggwODtZ6m0+fPi2ckS5duugkKxATEyMS4PPly6dzVdLXr19FiX2pUqX0iihs2LBB7JcDunSc1mDnzp2U8pP07Z+XlJQkqgHr1q2rd5RApVKxXr16YrpK1whGfHw879+/zw8fPvDatWsyZyijKbiFCxeK9Z88ecLRo0dz5cqVPHPmDF+/fs2UlBSuXLmSgLri0tCoyl9//UVALUFhjKRmabqwT58+Btsi1UKyAFinTh2j2CMpNN2M2ceuSJEiBKD3MZse0vS/vo2WU1JS+PnzZz5//pw3btzg8ePH+fTpU3GsXb58mSNHjmT//v35ww8/sGXLlqxfvz6rVKlCHx8f0Q+TJHfs2JHp1PG69C6u0qI0LU4fxZFS+Kdw6RJZpEhmzck/EDhNB4eF7NOnL6tUqcKDBw8yLi5OqABrLpaWlixVqhQ7duzIqVOnyiqcJJ48eSJ6/ZUsWVLrKUKSPHz4sHi67devn043yvDwcKGC7ePjo7MC+qtXr5g7d24CYNOmTfXSh5IiHHZ2drJu9LowYMAAERF8//69XjaePn0qIjeazomuPHv2TFTeaU6laRIbG8urV69y/fr1HDt2LFu0aMFChQqJyMfSpUtJkl27dhXHkampKb28vNioUSMOHTqUixcv5p9//qlVknxUVJRwxq5du6b3dyPVN1vpWDVGJZuUqO/m5maUaa6HDx+KqKCxqtd69+5NQN5o2FBatGhBAFy8eLHRbM6ePZuAOon91atXvHPnDs+cOcPdu3dz9erVnDVrFseNG8cnGsrEO3fuZMGCBZkzZ850JSukJt0AhEOe0aI5NX748GHxuq2tLV1cXFjQxYU+AKsC3JeZI2UkWQjFkVJQ+Bs5fjz1uR1IoC4Bl3QvIJplzLt27RLVM2XKlGF4eLhWn/nkyRMhV6CrM7Vz505RTTdy5EidnKkXL16IvJJatWrpnKR77do14TgMHz5cp3VJ9TSHVAlZrFgxvSJbsbGxIjpWt25dvQU/ly1bJm7Cuk53aiJNFTo6OnLfvn1cunQpL2mUhkrim+ktdnZ2ouHwvXv3hBOlS6QyPSSnbODAgQbZIb9Hkbp27Wqwrfj4eDFFffPmTYPtqVQqurioz9O//vrLYHvk9+OiUaNGRrFHfq8YHTJkiFbjo6OjRR/Bbdu2cf78+Rw7dix79uzJxo0b8+7du2JqV5ouzWjRFObVlCTRdHzc3d1ZqlQpHjlyRES9jx8/zjFjxvDXX3/l3LlzuXLlSm7ZsoX79u3jyZMnZQ8xiYmJjImJkTvHZ89m9oSqRKSyQnGkFP5JbNuW+tx+onGhMSHgRaAVW7WawJ07d/Lly5ey9a9duya6x5ctW1YvZ8rHx0cnZ0oSzkvt2GnDnTt3RK5Ru3btdHZEAgICxGcvX75cp3VJ8v379yLK0bp1a70iE48ePRIRJX17zKlUKvr5+REAK1SooFPeWWRkJFeuXMkhQ4awVq1aaRK9NXuVhYeH09XVlXXq1OHgwYO5ePFinjp1im/fvk3jBNeqVcso0ZDTp09TmpIzVPlbquTKkSOHUarjJFkPY+U1ST3yfv31V6PYk6ZZnZ2djZZwvnbtWgJqgdMTJ05w8+bNnDNnDn/66Sd2796dfn5+vH37thi/ePHiTJ2jPXv2iN84T548tLS0ZO7cuVmsWDFWq1aNTZs2Zbdu3ejv7y+z+/HjR166dIkPHz5kWFhYunlz0rVM34ixIDlZnWSaXrI5lBypLFEcKYV/EmkfnJIJrCVwnUCMVg9Od+/eFa0gSpQowXfv3mn12YY4U1JvMACcM2eO1uuR6hutVL02ZMgQnW8Yv/32GwG1UvXx1KWPWnDlyhURyZs+fbrO65Pfk71NTU11VoCXePPmjbhxpL6xJyQkMDAwkFu3buW4ceNk+W5v377N8CZXv359rlu3Tq/tkQQRXVxcDJqqSklJEeXxW7du1duOZEuqukyv7ZCuSH3iKlWqZLAt8rtER7169YxiLy4uTkyfa1OMoFKp+OHDB966dYsHDhzgkiVLOG7cOP7www+i7c3FixczdYwAuSjrrl276OjoyGLFirF27drs2LEj/f39OX36dK5Zs4YhISFC3dyYDh9J8ZCj6YDpjVS1l9qZUqr2skZxpBT+SWT14IT/r97L6sHp0aNH4iLk7e2tdUXY48eP9Xampk+fLi7EK1as0Ho9Up4gqquGkUqlYvfu3SlNT+kjtrlq1SoC6sTxY8eO6bw+SSHtkCdPHp32mybSdIeZmRkHDhzIjh07snjx4uJmKi3NmzcX66hUKrZp04ajRo3ihg0beOvWLVarVo2A/sm/pHqKRNKV2rJli952SLWKvbEcDEn0tVOnTgbbkpzQ1MKy+vLgwQMC6iR9fdsIpaZs2bLCufnw4QNv3rzJ/fv3c8mSJTIBzPXr14upsPQWSZrg/fv34rUSJUqwbt267Ny5M4cPH84ZM2Zw3bp1aSLdWfH69WsCan06YzpSXl5eBIyoT5WejpSHh6IjlRWKI6XwTyOjBydpKV+e/PYtazvBwcEiEpAvXz6t22Gkdqa0nR5UqVSiua+JiYksaqINUpNSAFy/fr1O68bHx9PX15eAWsBPH0dGaijs4OCgl4RAdHQ0ixYtSkDdHyyracLExETeu3ePmzZt4ogRIzh9+nSqVCoxPSTlnkmLvb09a9SowUGDBmUZ2ZESbnPkyKG38ChJTps2TUwDGUJISIg4LgxVv5amu2xtbflNmxMhCyRNtg0bNhhsS6VSiWiwrjd/lUrFjx8/MkajbcnJkyfFA1HqKVtN54gk9+7dK153dXVlhQoV2KpVKw4dOpQzZ84U8icpKSnCMTeWrEJsbKz4bEOOt9RI+YeaUhsGoyib647iSCn8E0lPRypXLtLCQv13jRpqvamseP36taiOc3V1ZVBQkFaf//jxY5EIrqsz9eOPP4oLv64aPVIirJmZmc7Ci+Hh4eIJtlq1ajrn0MTHxwsNJR8fH9kNTVsCAwNFAryUuK3J8uXL2adPH5YvXz5N9KBYsWIk1bkjkixF9+7deezYMb5+/VqnJ/2UlBSWKFGCgGEinWFhYWLaVZe2QukhyTPoq90loVKpxAOCPgr3qZk4cSIBdY6eMZAEb3/77bd03//48SMPHTrERYsWcfjw4WzRogV9fHxE4rvmd9q3b5/sGDExMaGrqysrVqzI1q1by5okf/36lSEhIVpFwvLnz09ALrxrKFJ1pqHFCZpUrlyZgP4SJemi9NrTHcWRUvinkp6y+V9/kfb26muAjw+pjQRTWFiYaEfi5OSkdb7Bo0ePhDNVqlQprZ2plJQUMc1laWmpU95SSkqKaHliY2Ojc/+4R48eiTyjLl266DzN8ObNGyGr0LFjR72mKebNmyciSt26dZO9J/0O0pIjRw76+vrS399fFhGR2umUKVNG76kSKW/L1dXVoBynH374gQDYs2dPvW2Q31XTPT09DZYbkBzu9u3bG2SHJK9evSqmhQ1psUOqnTxpirt48eKcOHEif/jhB57VSGrUjBylt2jKErx7946jR48mAHp5eRltulCa+jWGIyohTQPr03EgI2rXrk0A3LFjh9Fs/lc5UlK/pWHDhmU4Zv369WkOMisrK50+R3GkFP7bCAwkXV3V1wFPT/Lp06zX+fTpk2gcbG9vr3V7Fn2dqaSkJLZt21bki+hSDp6YmCgq2JycnGTaM9pw6tQpMXWhTzXWhQsXxPrpRZVSc/XqVc6ZM4cdO3YUETHNCIKmEzNv3jxOmDCBu3fvZnBwcIYOxadPn0Q1o77K2wkJCaK3oj6NoiWkViVWVlZa//7pERsbS3t7ewLg6dOn9bZDqoVopWMrvZYyupCSkiKm4zQjPJkRExMjk8u4evUqK1SoQDs7u3SdI83j6P79+yxTpozIa1u6dCmPHj3Kx48fpxtFlaZFLS0t9ZbXSI00fWxMJfJSpUoRgEwc01CkLgb6Fkyky3+LI3X9+nV6enqyVKlSWTpSdnZ2fP/+vVjCwsJ0+izFkVL4b+TFC9LbW30tcHYmb93Kep2oqCihm2Rrayt7Ss6MR48eiShN6dKltb6ZJiQksHHjxiLyosvUUHR0tHD8PD09ta48lJCSxwFw+/btOq1Lfm8Ya2pqKvIzYmNjefnyZS5fvlwWJZJK6DWXggULiikxXRPvJcaPHy/2ub4RHCk6VqRIEYNU06Xegob28pMETA3VgVKpVMJpNUa0QipWGDVqlHgtOTmZz54945EjRzhv3jwOHDiQdevWFZGXuXPnirF37tyROc+SwGTHjh05c+ZM3tLmBM2A5ORkUVWqaxJ4RowcOTLN9zUUqSG4oZWZmkjTpEuWLDGazf8KRyo6OpqFChXiyZMnWatWrSwdKXt7e30+RqA4Ugr/rYSFkWXLqq8HOXKQ2jzkx8TEsH79+gTU4o9Hjx7V6rNSO1OfPn3Sar3Y2FihR+To6ChKsLXhw4cPQuCvdOnSOiexStVdVlZWOjdITk5OFg6SlZUVixUrJkv21ayCXLZsGdu0acPff/+dJ0+e5Of/T16T1J7d3d310k+KiIgQUak9elYVff36VUx1GiIXIM0O5MuXz6CoiJQobm1tbXBSsjT92aZNG4PsREdHCyHTfPnyiddv3LiR6RScpghsXFwc9+zZw6CgIMbFxbFixYoEjNfEVypiOHXqlFHsSQ52x44djWKP/O70LFq0yGg2pWl+bSLDWvPf4Eh1795dHIDaOFJmZmbMly8f3d3d2aJFiyyTZePj4/nlyxexSGWZiiOl8N/Ily9knTrqa4KlJakh/5IhcXFxbN68OQHQwsJC65v0w4cP9XKmvn79Knrrubq68qk2c5H/T3BwsFCLrlu3rk65PsnJyaIdhrOzc6bVYpGRkbL8EykHJ/Xi4uLCpk2bigqozIiLixOaR7NmzdJ6uzWZMGECAXXyu74RpV9++YWAuvJO33yr2NhYOjk5ETCs75tKpRK9IVeuXKm3HZJCu8ja2lprVfro6Ghu3ryZY8eOZbNmzUTSuuYiOclfvnyhtbU1fXx82LZtW/7yyy/cuHEjr1y5woiIiEw/R2rtMnHiRIO+o0SzZs0I6Cc6mx6SkG2NGjWMYo/8Hm3UVZRXG5vGEkwl+c93pLZv386SJUuKeeCsHKnLly9z48aNvHPnDs+dO8dmzZrRzs4u05LNyZMnp3sBVBwphf9W4uLINm3U1wVTU1Kb+1NiYqLoVm9mZqa1VIG+zlRERITIociXL5/WulYkeevWLVHF1qFDB50ciujoaJYpU4aAWjMnKiqKKSkpfPDgAdesWcM+ffqwePHiNDExkeXH7Ny5kzY2NqxYsaKYptm4caPOjojUHNnBwUFEqnQhIiJC5N3s1sZLToewsDBRIWhI6xJJ2sJQLag5c+YQACtXrmyQHZVKJSpSNaeTEhISeO/ePW7fvp3jx4+XSWl8+vQp3ftD7ty5xTGmmYCtr/M6f/58AmCrVq30/n6ajBgxgoBcpd4QJIV4T09Po9gjvzvs2rae0Qbpe48dO9ZoNv/R8gehoaF0cXFhYGCgeC0rRyo1iYmJ9PLyyrRlgRKRUvhfJDmZ7Nfv+/Xht9/IrO75ycnJ7Nmzp8jr0DZC8ODBA+FMlSlTRmtnKiwsTNz4ChUqpFOT3xMnToicI39/f50cmtevXwstnly5comprtSL5pREQkKCqOCS8kmKFCmic1VXcnKy0MLRVxxTKs8vWbKk3jd26cm+adOmeq1Pki9fvhTaVtpE5DIiLCxMTJMaYof8vm+KFCnC9u3bs1ixYmnES/38/GTrtGzZkoMHD+bSpUt57tw5kfMn6YiNGTPGoG0i1QUPgFoM1xhIiuktWrQwir3Q0FARkTZGw2aSnDt3LgGwc+fORrFHfnfO/P39jWMwPUFOd/d/jiCnpIdhZmYmFukCbmZmpvW8e7t27XRStFVypBT+V1CpyPHjv18f/P3JrK6RKSkpQvcJ0L6K58GDB2LKTRdnKjQ0VGjY+Pj4ZDlFoonUGBUAZ86cmeG4r1+/8vjx4xw/fryoILp586ZMtylbtmysWbMmx44dy/3792daxBIZGSmquvSpcjpy5AilXKvQ0FCd1//8+bOISulbrv7s2TMRWdMlTy01Ut7Yjz/+qLcNUu3M6OJcJiYmMjAwkBs2bODw4cPF9NH9+/fTdYrt7OxYtWpV9uvXT2txV6ldTJ06dfT8Vt/58OGDuL/po0eWmhMnThD4rjVmKImJicIp1rWAKyOk6GvDhg2NYo/83v6pb9++hhuTlI41nSj8w1rEfP36lffv35ctFSpUYNeuXbU+sZOTk1mkSBGOGDFC689VHCmF/zUWLPh+jejcmcxKekalUvGnn34SN6GMhARTo+lMlS1bVmun6NmzZ0JSoWLFijqdm9JTrzTVRqqnvw4cOMBRo0axYsWKsqTw3r17i3WlfoC2trY6TS2S36sA7e3tdVZNV6lUIuFeXy2mSZMmGRyVkpKBu3fvrtf65PdIS/bs2Q26pu7fv19MqWUU5Vu5ciV79+7NcuXKiao1aSlYsCBJ9b6VqugGDhyol3ipRGBgoHDCjBGlkc4NY+gqvXjxgoBxJRCk7gU3b940ir1Dhw4RUDfdNhbS+f7DDz8YZkjqvZXaidJ0pv6pTYtTT+1169aN48aNE/+fOnUqjx8/zuDgYN66dYudOnWitbW1Tr20FEdK4X+RLVtIc3P1NcLPL+ucSpVKxalTp4ob1c8//6zVzUhfZyooKEgkL9esWVOnVh9S3oS5uTl37dolIi2ai6enJ7t37y7LK0pOThaSCrpOPyQnJ4tcq4EDB+q0Lvm9Ws3ExIT37t3Tef3IyEihwaRvJdj169fFftMnMkaqjxOpgkxTOFJXEhMTxXEzadIkTp8+PU3+j/RbSYu9vb24Z2jmq3Xq1ImA4QnJSUlJQp370aNHBtkivyu5r1271mBbycnJYmrbWBIIUmWhIcUDmkh5VwUKFDCKPVLdCQAAW7durdN6klTJoUOHuH79es4ZNIjjAPYD2Brg+owcKi0lYbLib3WkatWqxR49eoj/Dx8+nPny5aOlpSVz587NJk2a6NwFWnGkFP5XOXaMtLFRXx8qVya1mX2TEoGlvARtnsyDgoL0cqZu3rwppqwaNWqUYUVeXFwcT506xZ9//pkVK1akn5+fUNt2dnZmkSJFWKxYMQ4YMIBbtmzJNNp08+ZNMaWha/+u8+fPE1BrS929e1endcnvESF985SkQpoSJUroHTGRtH50ieqnRtLYKlKkiM6RnytXrnDGjBls3bq1SO6WFnNzc9kxsGTJEk6cOJF79uzhixcvMvwsKX+ofv36en8nierVqxMAN23aZLCt4cOHE5DLJBhCkSJFCBhPAqF169YEjKfR9OTJExHRMxaS7Iafnx8jIiK4bt06zp49m2PHjmXfvn3ZqlUr+vr6slixYpwzZ45Y7+HDh+lO+UrLkIwcqW3bjLLdSosYBYX/Iq5cIR0d1deIYsVIbQIR0lMgAPbp00erqYSgoCCRR6SLM3XhwgURBWjTpg2TkpJIkrdv3+aMGTNYv3590btOWqytrfnlyxfRS07X6NLQoUMJqBPede3HJylC165dW2cn4smTJ2La8dy5czqtS8qjUjt37tR5fZL8888/xfSmPlWEpDpNQ9K3ysgZjY+P5/Xr17ls2TKZ0ydVimoupqam7NSpE2fNmqWXSvm9e/fEd5KOH32RnJ+hQ4caZIck16xZQ8DwKkcJY0sgSOeB5iyQIWhWRGpblBEVFcU9e/Zw8eLFHDduHLt378769euzWLFitLe3F+ebr68vHz9+nLlzpFEtGB4eTk9PT5YvX55+fn7sUq8e/QFOBbgU4OX/pojUvwPFkVL4X+fBg+/pAe7upDaFUhs3bhSRmy5dumh1YdR0psqVK6e1M6VZkde9e3eqVCrRIkZa3Nzc2K1bN27cuFHIn1y9elVsoy4NjqOiokSOlq7TQS9fvhSOnT5yBIMGDSKgLv3XJ49nypQpBNR93PTJlVGpVCxdujQB7XPh0mPIkCEEwJYtWzIlJYWPHj3ixo0b+eOPP7JixYqynCbNFj/r1q1j+/btOXv2bJ49e5aOjo4EwIsXL+q9LSkpKcyZMyeNkY8kFTRUqVLFIDvk9+lcFxcXg22R3508Y0kgzJw5kwDS9IPUl+TkZDHNfvLkSR4+fJirVq3i5MmT2a9fPzZt2pRlypThvHnzxDqPHj3K1Dlq1KgRAbBSpUr8/PkzGzVqxK5du3L48OGcNm0aly9fzoCAAJ45cybzKU8pRyq9ZHP8w3Ok/h0ojpSCAvnqFVmkiPqa4ehIatMLeNeuXaKUvFWrVlqJYWrrTCUmJvLcuXMcM2aMaOQrOUXLli3jsmXL2KJFCy5atIgPHz7M0OmQpAk8PDx0Osd37NhBQF1J9+zZM63XI78nfnt6euqsWP7+/Xva2Njo7YhFRkYK+QZ9W6NIzoKLi4teiuuRkZEiMdvU1JT+/v7p3gSdnJzYuHFjmeRNaqSIw5QpU/T6LhJStEazbYs+PH36VBwXhjYwjomJEY7Fhw8fDLJFGl8CQToOdKlSVKlU/PTpE2/cuMGAgADOnDmTAwcOFMei5NBmtvTv31/Y+/LlC6tWrcq2bdvS39+ff/zxBzdt2sTTp0/z0aNHotq/TJkyhn9hqWovtTP1T6ra+7tQHCkFBTXh4WTFiuprh60tefx41uscPnxYyAb4+flplRR+//59mTMlTSF9/PiR69evZ/v27cUUleb0jqQGbWNjo7VzExMTw4IFCxIABw0apNU6pPqG0KBBAwLqcm1dokMxMTGiGbA+UR1J+6hw4cJ63aylooBixYrpFZVKSkoSEhRZ9QFUqVQMCQnhli1bOGjQIPr4+NDExIR//vmnSKbu2rUrs2XLxho1anDkyJHcsWMHg4ODtdqnkuRA9erVdf4emkjRFUMFMFUqlXBUDemPJyH1AzRGXtPx48fF724MpJy/QoUKyV6Pjo7m/fv3ZedgaGgoS5UqJaZ0Uy+SPIF0Ljo6OrJcuXJs1qwZ+/fvzylTpnD16tU8cuQInz9/rvU2njlzRkRgjUJ6OlIeHv8cHam/C8WRUlD4TnQ02aCB+vphYUFq08/31KlTIopSs2ZNrdpx3L9/n7ly5ZI5U1u2bJFdfHPlysWuXbty27Zt/PTpE1NSUli7dm0CYLVq1bR2Ek6fPi1snj9/Xqt1SHX0QXISdc052rZtm3D63rx5o9O6X758EY6mPvkuUVFR4mavT0Nm8rsUhLe3d7r7+f79++zQoYOQFki9zJ49W+TSValSRe/cpJCQEAJqfUFDrtFSxViuXLn0boMjIfWi1LfZtCaS7pY++mOpMbYEgpRbZm5uzg4dOrBixYriuATAfv36ibHR0dGy39/V1ZVVq1Zlly5dOH78eB47dowkRfcCXQs5MuLixYviODUa/2Rl878LxZFSUJCTkEB27Pg9qq1NFfvFixdFhZ2Ur5AeycnJPHfuHIcNG0Y3NzfhgDVv3pwfP35kxYoVOWnSJF69ejXdm8HLly/FU+8ff/yh9Xfq16+feLrWZbpKyjlyc3PT6RqhUqlEhVfXrl21Xk9CcmRy586tV4L1tGnTCIBFixbV66YaExMj5CcmTJjASZMm8dChQ+J96SYr3WgrVarEESNGcPfu3UKRXlLHNjExEerg+iA1pj548KDeNhISEkTRgqFq6VIz5D59+hhkh/wefdTUM9MXXSUQ4uPjGRQUxD179vD3339njx49ZFOfkmhoekvOnDnTyHwcP36cDx8+zPT8qlatGgHDGmRrIjWO1mwmbTD/9F57fweKI6WgkJaUFHLIkO/Xk0mTsm4pc/PmTZEcXLp0aZH3ER8fzyNHjrBPnz6yJ1pALc4nJR4vXbpUq21bu3atePLWVnMpKipKtIHRpcVHXFycuJHr0q6KVO8PKQfm8uXLOq2bkJAgpkGmTZum07qk+rom5aNs06FkOyYmhsePH+e4cePSRJs0RQ9TUlI4Y8YMnj17NtPpXClx3RC5gIEDBxIwvFJOimYa2gx57969BMBSpUoZZIf83hy4YsWKBtsi00ogqFQqmXJ6QkICmzRpQi8vL5FzqLmkloiQciB//vln7t27l3fu3GFUVJTe29ewYUMC0Lp3Z1ZIuXiurq5GsUdScaT0QXGkFBTSR6Uif/31+zVl4EB1lDs5WV0FvG2b+l/NgMf9+/dFn72iRYvy5cuX4v/S4ujoyB49evDAgQOMjY0VDVytra0ZFBSkxXapRPJw6dKlmZCVNPv/c/DgQUr5Vjdu3NB6P0jtN0xNTXXWqZPyuipWrKizttP27dsJgDly5NBZLZ383j4js6iU5jRXdHR0GikJaWnZsqVe04Tjx48noG4mrS979uyhMXJ/pOiPPhFCTaT+rGZmZjoJxaaHVJVmY2NjkFp6SkoKX7x4IURKK1WqxIoVK9LOzo6NGjWSjdV8mMmRIwcrVqzIrl27ctq0aTx69KhsbL58+QgYR32dJNu0aaP3lHV6SPvP0dHRKPZIKo6UPiiOlIJC5ixb9r2QpWrVjHt6JiUl8c8//+SPP/5IDw8P4ei0aNGCefLk4Y8//shTp06lSaBOSUkRZcw+Pj5aaTe9f/9eTD398ssvWn8XSeW6VKlSWjtgmutVqlRJp6my9+/fi6nIDRs2aL0eqd4v5cuXJ6BfU9YvX76ICOHWrVtJqqshL126xGnTprFu3bpp+p6VLVuWHh4e7N69Ozds2CCmYmbNmqXz55NqgU1ALcKob5Xb58+fRfREkrbQB8khzp8/v942SLXzKcljGCLLQKrPGSkPT9sCisjISNn0pGYbnPQWLy8v2fr79u3j2bNn+e7duyzzxaSIotST0lC6d+9OKYfOGAQHBxNQtyQyGoojpTuKI6WgkDUBAaSZWXoSKyoCVwgMpb29i7h4nzp1Sjz59urVK8un7bCwMKF+rq3TsGvXLhEpunLlilbrfPz4UThgukyZvXv3TuSA6fo0PWvWLDH9oE0iviZS7zoLCwsGBwfrtC5JTp8+nYA6ydrPz4+2traym6yFhYUsqhIZGSm7uUol9ZUrV9b5s0l13o50HJw5c0YvGyRZqVIlAtC6wXB6REdHC8FTfVvgSDRv3pyAcZLEy5YtSwDcu3ev7PXExETev3+fW7du5bhx49ikSRPxgFK4cGHZ2GrVqtHS0lJMX5cpU4Z79uxhUFCQVrIkGSEp3esyPZwZgwcPJgDRVNpQpOigpaWlUeyRVBwpfVAcKQWFrElOJnPl0nSgQghMJOAluzHnypWLgwcP5osXL3j8+HGRI6TNhfjIkSPCzuHDh7Xari5duogbi7bTLJI+jqWlpU59OaUEcAcHB4aFhWm9Xnx8vMiz0kclWsor0VahXVOb68uXLyIBWVqcnJzYrl07Ll26NFMNLlLtQEq/ob7RoB49ehAwTChSmiI0tDmtNPUlRej0RUrm79Kli0F2SHUPWSBtwnnqXoKaS4ECBWQRvrCwMCYmJnLjxo0EwAYNGhi8XSTZtm1bAtrnL2bFmDFjCICjRo0yij3NhHhDqzEFiiOlO4ojpaCQNWfPpo5E7dG4sNsS+IHAUZ48KZ++mTBhggi9aypYZ8SwYcMIqHvkSdVfmfH582fxFK5tMrJKpWLTpk0JqEvztZ2qS05OFlNtuubZSPlZlpaWOunkkOSdO3fEvr5582aa95OSknj58mVOnDiRFStWpImJCUNCQsT7jRs3FtOZgYGBOufi1KhRgwC4cOFCndaTkCKHqaMounD27FkC6ipGQ26YUkNrfRpLayK10kmtsaQN79+/56FDhzh58mQ2bdpU9BQ0NTWVOUfdu3ennZ0dq1evzoEDB3LZsmW8cOECIyMjs9wuHx8ffb5WGvr27atz9DYzJI2zAQMGGMVeZGSkODd0marPFMWR0h3FkVJQyJpt21I7UnEE2hPYRiBGvJ468JScnCyqpUqXLp2l9EBcXJzQmmnYsKFWN33p5iFNKWrD69evRe7SggULtFqHVJdbSxEaXaaqVCqViCzpIwopNWGWqqo+fvzIdevWsUOHDumqRWsmht+9e5f4P/bOO7ypsg3jv3QP9h5l7z3K3lO2ILJRhggioIIyBBUFRIYoMhQBQUQFZNaPvfcUypK9V6EFCi2lu3m/P8J5SdrsBij4/q4rlzY55+QkLTl3nud+7wdDGrczK660xQD16tVzeF8hTKti9ohpc8TGxsqoDGtJ6LbQVtyVKVPG6WMIYTo3zpqwCQ0NNRF+2uIDczcfHx+TzLGoqCiHRaMmul01dkarIKVmiLUx3333nUsqixqPHz+W758zMSFmUULKcZSQUihsk7IiZf9Mz5CQEOl/Mh7/YIlTp07J1WPGc7esoS2Rz5cvn91i4eeffxZgWDHliP9I83mULFnSoW/Bp06dkh4dRwMJL1y4IMXIpk2bxPLly00uwpkyZRKdOnUS8+fPF7du3TLZV6/Xi9KlSwtAzJ8/36HnFUKIa9euCTDkQdlTJTSHFmJp7+/THNqChNSMeQkLC5Pv2b1795w+jhBPU7q13+Xdu3fFhg0bxPjx48Ubb7wh/UzGmU7jx48Xbm5uokyZMqJnz55ixowZ4tdff5XVttRy+/ZtWd1yRSjnxIkTBSB69eqV6mMJIcTs2bMFGFaBuoKEhAT5+7R3dqdNlJByHCWkFArb2JrpCdZnem7atElWcuzxp2ip2J6ennZFDjx69Ehe2Hr27GnXazJOSm/cuLHd3/4fPHggIx3Gjx9v1z4a2ty5MmXK2Ez7jo6OFv/73//EO++8I7Jnzy5q1qwpwDD77MGDB6JGjRpi9OjRYt++fTaPpZnOk+cE2UvVqlUFOL9s/YcffhCAaNSokVP7C/G0mpF8Ob+jlCxZUgDi77//TtVxOnfuLADRoUMHUbBgQbNVJp1OZxIp8ODBA5NcJyFMxV1qjOFCGISF9u/MER+fJTTh4+r5fY0bN3bJ8YQQckWnsyI/BUpIOY4SUgqFfVia6andfvnF+v5ajk+6dOnE2bNnrW6r1+tF27ZtZeXHHiP57t275UXE3uTkCxcuyOrXL7ZegBHaBcHHx8ehalZ4eLhcNThz5swUj9+9e1csWLBAtGvXTraytFuNGjXk67t8+bLdzynE0/Ehbm5uIiQkxKF9hXg6q85ZIXbx4kUBhhR0ZwMdtTR1X1/fVAkOLeV+6NChdu9z69YtsWzZMjFkyBBRrVo1sWvXLjFlyhQBhhWN2u+oWLFiomvXruK7774TO3bssOu6otfrZQSCo79Xc2irJFPTAtXQ/G116tRJ9bGEEOLvv/+W75mr0P79Xrt2zTUHVCNiHEcJKYXCflasMFSmjAWUh4fhv3XrCmEtKsjYL1W+fHmbfqm7d++K3LlzC0fMqZqnI3v27DJZ3RbffvutAETGjBlTtMUsodfr5VDeli1bOuRl+emnnwQYxmwYt5cSEhJS+J3y5csnPvjgA5m/pbXInFk+rlW0HPGEaWhCyN3d3emWmFYJWrp0qVP76/V6WQncbq6HbCcLFy60eTG/ffu2mDlzpujWrZsc4Gx8Gz9+vFi9erUAg7F769atVr1SttCGFzsyC9ISZcuWlS3g1KLNqXTVUGDteKn1qBmjxZLYm8NlFXNDi7WgPBeihJRC8R8nebL56dNCpE9v+MwZPNj6vsZ+KeOhp5bYsmWLrMIkz9kxR2xsrLyQvPHGG3YJnISEBNm6atu2rd2i6OzZs3K8zQoHPmgTEhJEsWLFBCAKFixo8nydO3cWFSpUEKNHjxbBwcEpzkWrhBUoUMDh1XczZswQ4Pw4Ei2c0RmflRBCDB06VACiR48eTu0vxFPTvSMhrMnRBiF7eHiIqKgo8eDBA7F+/Xpx5MgRuY02w027ubm5iYoVK4oBAwaIP//8U9y8eVP8+++/QvOnpZb69evb3fa2hSbwUzOWRyM4OFiAYdakKzh48KD8+3UV2vBzR6JMzKKV3JOX2rUyvAvFlBJSCoUiBatWPf3csTVJxFgc/fHHHzaPrVWZsmTJYleWUXBwsJwRZu/F5MSJE9LM/ddff9m1jxBP25V58+a1GbZ58eJFMX78eFGuXDmTi/SOHTvkNrbM69HR0SJjxowCEFu3brX7PIUwrCDTzO7nz593aF8hhBg7dqyswDnDjh07BBiyxpw1QmvG7GrVqjm1vxBC3Lx5Uya+FyxYUP4tvvvuu3Kb+Ph40bp1azFmzBixefNms79b4xVjloZ028tbb70lwLFB3JbQxKYr0sOvXr0qwLDi0xU5TadOnRJgyDJzFVr8ydGjR50/SGKiiMyTR/wLYj2Ik+bElDUTqIMoIaVQKMwycqThM8fPT4iTJ61v++WXXwpA+Pv7izNnzljdNi4uTuY3NWzY0K6LsDZnLmPGjHanWGvnlD17drvbV9HR0dLkbilwcv369SnCFT09PUWmTJkEIEaPHm3Xc2m89957ApybGaetfBszZozD+2oXQU9PT6d8TvHx8fI1OzrEWePmzZuyQuSoeImKipJDfZPfihYtKj777DOHz0cbFWMu38sRPv30UwGIQYMGpeo4Qgjx8ccfO+wBs0RkZKR8j1I7V1CIpytAvb29U30sDc3of+DAAYvbxMTEiPPnz4utW7eKBQsWiHHjxol+/fo9ze3avl10N/p7+CS5kNJuqWgpG6OElEKhMEtiohBNmhg+b4oVE8LatTYxMVGOnyhbtqzND+lz587J8SYTJkyweS4JCQnSBNykSRO72mCxsbGiTJkyDouU9evXS//Q8ePHxe3bt01WEGmPu7m5iaZNm4p58+aJ8PBwWV0pWLCgQ226AwcOCM107aig0fxBJUqUcKrCUKpUKbsriebQZhampjWnncPy5cvNPn7v3j2xYsUKMWjQIPH++++bPFayZEmh0+lkFaNBgwapWt2mzSJ01veloY3icUUsgLYw4O233071sfR6vaxiGmdcOcv9+/elWHF29mJytDb5jz/+KJYsWWJy3M8++8xkSHPym4ymWLRIfAoiE4jyICZaElIuGpWjhJRCobDI3btC5M9v+Mxp21YIa/rg9u3b0jxs3FaxxPz586W35eDBgza3P3v2rPD19RVgfoWcOQ4cOCCXU69du9aufYQQol27drIC5ubmJoYPHy4fi4+PF7NmzUphfn/8+LGs0Kxfv97u59Lr9VJMzJkzx+79hDBUGLRVTs5UUbSk+jfeeMPhfYUQ4o8//hBgWGzgLB988IGAp+nkDx48EH///bcYPHiwqFChgmzVgSEjzLhdevz4cREeHi6WLl0qwLASMjVobbRJkyal6jjaarbAwMBUHUcIIRYsWCCAFAOpnUUTIidOnEj1seLi4uTvxllz/saNG8WQIUNEmzZtpDA2FkfGqf4jR440+VsoUaKEaNKkiXjnnXfEl19++VREb98uEi2JJ1WRso0SUgqFa/nnHyG8vAyfO7ZilrZu3So/CH///Xer2+r1etGpUycBhon29gwAnjZtmqze2OsL0loj+fLls/q5oNfrxa5du0SvXr1SRBW8+eabdj2XlivlaNq5VnWoWbOmQ/sJIeR76MzsOy0528fHx6kk6Xv37kmh6uxy9RUrVsi/ASGeziI0vpUuXVoMHDhQLF++3Kzv7Pjx4wIMKydT4/3RPHKpHXmimbpdkUiuVUBTI1aN0dqhxl6+1KB5EZP7HRMTE8WVK1fE5s2bxU8//SQ+/vhjKZaMq2HG4sj4ljNnTlG3bl2TaJWrV6+Ko0ePivv371v/PdsKylMeKesoIaVQuJ65c59+/mzcaH3br776Sn5jPH36tNVtw8PDRf78+QXYF7yZlJQkGjVqJEWHreBKIQyVIs33lLw1pKHX603yg7SLMiBq1apl8zk0NN+Ru7u7Q62TkJAQ2XKx5TFLTlBQkABEnjx5HDZ96/V6+d44287SZvf99NNPdj/nuXPnxA8//CCaN28u/Pz8pBi7fv26mDBhgihevLh47733xJIlS+xq1UVHR8vfW1hYmFOvQ4in5vfUDgl2ZSinJnZdkZQuhBA1atQQYH82mzX0er1cLGFcEZ08ebJcAWvuZjyOafPmzWLIkCHip59+Eps2bZKrdB2pIJvFUlCeWrVnGyWkFIpnw7vvGj6HsmYVwmhKRgoSExOl2LHHL7Vr1y55IV1sa4mgMBhctayZb775xq5z37Ztm/wQ37lzp4iNjRV///23ybfagQMHinTp0ol33nlH7N69W1y5ckWelyNLsevWrSvAcQO4Nnh5xIgRDu0XFxcnRZ8j8wI1hg0bJgDRuXNnh/cV4unYEWur/x49eiT+/vtv8f7774tChQqluLAGBATIi6ejMRAamiDfs2ePU/sL8XQlYtGiRZ0+hhAGgaG1XB0JeDVHSEiIANeNiWnZsqUAxLx58xza78GDB2L79u1ixowZ4r333hO1a9eWIgoQP//8s9x2zpw5AgxDvUuWLCnatGljIpaseQGrVasmAPG///3P6dcoMZcjlS+fypGyhRJSCsWzISZGiCpVDJ9FgYGGny1h7Jd65513bB579OjRQvMkGXsiLKFVDjw9PcWxY8fsOn8tATtTpkxyufyuXbvk42FhYSnaW+3btxfG/h170LKhAgIC7KqYaWjz9nLnzu3QfkI8fW19+vRxaD8hnprd06VLJ2Ks/VItoOUveXt7y3Eper3epAWnmeK1m5eXl2jcuLGYMmWK+Pfff2V7cvLkyQ4/v0bTpk2dEgjGXL9+XYDBt5da0VK0aFEp3FOD8ZgYe0NpraFFM1iKU4iIiBD79u0Tc+bMMfm3qBnoLd2MZyaGh4eLK1euOPUeakGzrqiYCSFUsrkzKCGlUDw7rl41VKRACFvX7G3btsmKzm+//WZ124SEBPkBWrt2bZtCQq/Xi9dff116R6y1TxITE8XKlStlpUi75c2b12bwplah8PPzs3t5fmxsrBwb48j8t7i4OLmf8Tw3e9i+fbsUoo62kvR6vRzI68y8Or1eL5esf/rpp+Ldd98VAQEBJqLozp07omjRomLgwIFi9erVKQSrlmmVmnDPQYMGCcBkYYCjJCYmypbUVWtlVzvQUv+dXRFpjBZS6QqDuGbuHzlypLh9+7ZYuHChGD58uGjZsqWs6mm3X3/9Ve63a9cuUahQIdGmTRsxcuRIsWjRInHixAm5UMKZaqg5tFaxpVWcDqNm7TmOElIKxbNl0yYh3NwMn0tz51rfdsyYMXb7pS5fvixbdl999ZXN87hz5468wIwcOdLsNlevXjUZCaJ9s8+aNavNkTZCGERC+fLlBSCmTJlic3sNLfXb0bBLzazesWNHh/ZLTEwUefPmdfqb/EcffSTA8SX2169fFzNnzpRCzPjWrFkzu4+zcuVKAalb5TZ9+nQBqY8cKF68uEuEwdtvvy3ANaGcWozH5s2bndr/4cOHYtu2beLbb78Vffr0kVXWjRs3mq0u5cmTR7z22mt2CeuKFSsKQGzYsMGpc0uOlgrvSJCuVZSQchwlpBSKZ8833xg+l7y8hDh0yPJ2iYmJcp5cmTJlZOvHElpbzM3NzS6vi7biy83NTezdu1cIYZjpp5GUlCSKFSsmsmbNKj799FNx/vx5Oe/P3pT0X375RYAhH8reVsX58+elcLOnVamhGYu9vLzE/fv37d5PCCE++eQTp0SYEIZqg1bRspXGrhETEyPjKLSbt7e3GDx4sNi4caNdQlXj3LlzAgyrMZ31SGmioFSpUk7tr9GsWbNUtwiFeLoabeDAgak6jhBPx8TYWgkrhMF4r4mmLl26yFwm7ab9e+zatasICQkR9erVEwMGDBA//fST2LVrl8N/dy71NAkh/ZWLXJTxpISUEyghpVA8e5KSDLlSmnfT2kKpO3fuyMTo3r172zy29k2+QIECdmXTaJ6PXLlyiVq1aons2bObeH1OnTplclGfMGGCbAnas1Q+OjpaeqqCgoJsbq+hXfwcTdjWvuHPmDHDof2OHDkiwBBl4OjnX2JiovS0Jc/ASkpKEnv37hXDhg1LEevQtm1bUbt2bfHZZ58JzbNmrxBL/vze3t4CEBcvXnR4fyGejj/x9PR02GNmzPvvv+/U7y052jBrV4RyduvWzWxV9OHDh2L79u3ikNG3GU3EJ78VKFBAtG/fXlaknM0OS46rW3Ga180e0WgXaUxIuaFQKBSAmxv89hsUKwY3bkDXrpCUZH7bnDlzsmjRItzc3Pj111/57bffrB575syZFC5cmGvXrtG/f3+EEBa3jYuLo0qVKri7u3Pnzh327dvHgwcPOHDggNymdOnS+Pr6yp/fe+89/P39OXHiBFu2bLH5Wn19fenXrx8A06dPt7m9Rv/+/QGYN28eCQkJdu/Xu3dvAH799Ve79wGoVKkSJUuWJDY2llWrVjm0r7u7O2+88QYAK1asIC4ujnXr1tGvXz/y5MlD7dq1+fbbbwkKCuLKlStyv+XLl7Nnzx7GjRtH5syZSUhI4NSpUw49t/b8pUqVAuDff/91eH+AfPny4ePjQ0JCAlevXnXqGACFCxcG4PLly04fAyAgIACAGzdupOo4YPg3BPDPP/8wZcoUunbtSvHixcmUKRMNGzZkypQpctsiRYpQrlw52rdvz/jx49m4cSN3797l6tWrrFixgjp16gAQExOT6vMC8PLyAnDob9wa7u7uACRZ+kB52XkmUs7FqIqUQvH8OHnSMIsPhPj0U+vbaoZiX19f8e+//1rd9sCBAzJXacGCBSkef/z4sZg2bZpcNq/dvLy8bB5biKeeIHvzgq5duybP56StwYNPiI+Pl1UeR76t3717V4YcHj9+3O79hHj6HjuTgr1lyxYBhnmJ6dKlM3lfM2bMKLp37y6WLVtmMc5Ca8nMnz/f4ecW4mll8euvv3ZqfyGEHCCdmgwibfVkalPStTatM6Gcer3eZHHDuHHjzFaZAJE/f37xwQcf2H3sJUuWCDCM03EFWivU1oISe9FiQFLbWpWoipRCoUjLlC0L8+YZ/n/iRLBWCBk1ahRNmzYlJiaGTp068fjxY4vbVq9enbFjxwIwaNAgLl68aPL4hQsX+Oijj7h58yZ58uThu+++o0yZMsTHx7Ny5Uqb5z148GDc3NzYvHkzx48ft7l9/vz5ZcVmxowZNrcH8PT0pE+fPgD8/PPPdu0DkC1bNl5//XXA8apU165dAdiyZQuhoaE2t4+Pj2ft2rVcu3aN+vXrkyVLFh4/fkxUVBR58uRhwIABbNq0ibCwMP744w86dOiAn5+f2WNVrFgRgGPHjjl0zhplypQBcKqipVGiRAkAzp075/QxXF2RCgsLIy4uzuq2cXFx7Nu3jylTpvDGG2+QK1cumjVrJh/XKlK+vr6y0rRhwwbu3r3LtWvXHKqU+vj4AK6vSMXHx7vkeFpFSq/Xu+R4aY5nIuVcjKpIKRTPn8GDDV/40qcXwmiiQwpCQ0Ol2dtWknliYqJcwVOxYkWxbNkyk8cHDBggfv75Z7ncf9GiRQIQWbJksWvcSefOnR1aqaYZsn19fe025F65ckWuFLxw4YJd+wghxJo1awQgsmXL5rDnSDP/Tp8+3ezjiYmJYtu2baJfv37S+/Xll18KIYRo06aNAMSQIUMcNn1rWVH16tVzaD+N1atXC0CUK1fOqf2FENKrlZoRLw8fPpTVHmfG5mjYE8o5ceJEUatWLbMp4P7+/vJ3ry3CaNSokdPno6GZ8itUqJDqYwkhxJtvvinA/mR7W2hzLo0DPlOFqkgpFIqXgcmToW5dePQI2reHqCjz2+XIkYPFixfj5ubGb7/9xoIFCywe093dnVmzZuHj48OxY8fo3Lmzid/kxx9/5L333sPb2xuAjh07UqRIEcLDw5k7d67Ncx46dCgAixcv5ubNmza3r1OnDhUrViQmJoZ5WhnOBgULFqR58+YAzJkzx659AJo1a0bu3Lm5d+8ea9eutXs/gG7dugHw559/yvuEEPzzzz8MGTKE/Pnz06hRI+bMmUN4eDg5c+aUVaaqVasChiqKm5tjH/nGFSlnqglaRercuXNO+22KFy8uj+EsGTNmJHPmzAAmfjBH0el0siq1c+dO5syZw/vvv2/i+QsODmbfvn3Ex8eTPXt22rVrx+TJk9m7dy/37t2T1R5/f38Aq1Vce3lZKlLKI/UCURUpheLFcPu2ELlzG774deokhLUFcV9//bVVv1R8fLyYNWuW9BjxJOJgy5YtVs9BG02RJ08eu4IptdDEYcOG2dxWCCHmz58vfSn2rgz7+++/ZXXJkbDM4cOHC0C0adPG7n2EMKTKa0Go2gq42NhYmdEFhnT3Pn36iC1btphEOqxbt04Aonjx4g49pxCG35m28s6ZsShJSUnC399fADYzxyyhpbTnyZPHqf01AgMDBTgXUJqUlCROnDghfvjhB5lzZnwzHsK7detWsWDBAnHhwgWrK0g3b94swDByKbUcOnRI/g27gh49eghIXSq9MVrKvaWKqsOoipRCoXhZyJULli0DDw9YuhR++MHytiNHjpR+qY4dOxL1pIQlhCAoKIhy5crx/vvvExoaStGiRSlcuDB6vZ7NmzdbPYcePXqQN29eQkJCbK4OhKdVqdmzZxMZGWlz+65du5ItWzauX7/O6tWrbW4P0LJlS/Lmzcu9e/fs8m9paKv31q1bx507d+zez8PDg6JFiwJPq1Le3t68/fbbdOnShb///ps7d+7wyy+/0LhxY1kBgKcVqfPnzxMREWH3c4LBE1a2bFnAOZ+Um5sbpUuXBpz3SWkVqZCQEB49euTUMcAxn5QQwqQCN3r0aMqXL8/gwYO5d+8eYKjaNGrUiM8//9zEY9aoUSN69uxJ0aJF0el0Fp/jWVSkYmNjU30sUBUpR1FCSqFQWKV2bfj+e8P/DxsGO3ea387NzY0//viD3Llzc+bMGQYMGIAQgnv37tG9e3fOnTtHtmzZmDFjBqdOnWLatGmAIRrh7t27Fp/f29tbiqNJkyaRmJho9XxbtGhBqVKliIyMtKsd6OPj43AUgoeHB3379gUcM52XLFmSGjVqkJSUxB9//GF126SkJDZs2EDHjh3JkycP58+fBwxRBhozZ85k8eLFvP7667Idmpxs2bJRsGBBAI4cOWL3uWqk1nCuCTFnIxAyZ85M9uzZAeR74Ay2hNSNGzf47bff6NmzJ/nz52fr1q3ysVq1auHn50fz5s2pUaMGACNGjGDr1q2MGzeOfPnyOXw+rhRSWhSIij94MSghpVAobDJoEHTvbsiV6tQJbt0yv53ml9LpdPz+++8sWLCA7Nmz88UXXzBq1CguXrzIoEGD8PLyolWrVgQGBvL48WO+++47q8/ft29fsmbNyuXLl1m6dKnVbd3c3Pjkk08A+OGHH+y6GLz//vu4u7uzY8cOTpw4YXN7gD59+uDm5sauXbs4c+aMXfuAaaaUMJOndfPmTUaPHk2hQoVo0aIFy5cvJyEhQfqNzp4963ClQKtK/fPPPw7tB0+F1NGjRx3eF54KKVes3EuNkCpUqBDw1CMVGRnJX3/9xXvvvUexYsXInz8/vXr1YuHChdy8eZNt27bJfZs2bcqDBw9Yv349devWBVIvgNKlS+eS48B/sCJlfJxduywH3j0nlJBSKBQ20elg9mwoVw7CwqBjR4iJgR07YPFiw3+TkgwflMePH5cfxEOHDiUyMpJPP/2U8ePHkzFjRqNj6vjqq68A21Upf39/Bg8eDMCECRNsGp+7d+9Ozpw5uXnzpk3hBYZl7e3btwfsj0IICAigTZs2gKGNaC+dO3fG19eX06dPmxU2p06dYty4cdy4cYPMmTPzwQcfcOzYMU6ePEnWrFmJj493uDrkCiGV2ggEZytS4JoIhNy5cwNPK1LXrl2jS5cuzJkzh4sXL+Lm5kb16tUZNWoUW7ZsYfTo0XJfT09P+TedIUMGALvaxtbQKlLR0dFWA2rtQatIJSQkuESseHp6AmlUSK1cCU/axQC0bAkFCxruf1E8E5eWi1Fmc4UibXDhghAZMxo8nv7+T/2eIESOHMdFsWLVpAFXM0Jry/DNodfrpQl4xIgRVp87PDxcpE+f3m7D8Pjx42XMgj1jY3bv3i14Mo7l3r17NrcXQoj169dLo7cjc+i6d+8uANGhQwcxaNAgk8DKxMRE0bVrV7F48WKTsThCPA02nDp1qt3PJYQQ27dvd9qMHBkZKX+nxjMP7eXmzZsCEO7u7g4Z842ZNGmSAESXLl3s3kev14tz586JqVOniqZNm8pAVF9fXyGEwUDesGFDMWTIELF69Wrx8OFDu447bdo0AYjOnTs79Vo0Hj16JN9XS4Go9hIVFSWPZWv2pT1okROOhIJao2/fvgIQ48aNS92BVqwQQqcz/eABw306neFxF6Fm7SkUimfGyJHJP8eiBXwqwEMAws8vg5g1a5b466+/BCDSpUtn9QKsZQ35+/uLMGsD/oQQn376qQBEtWrVbIqj+/fvCz8/PwHYXBkohOHCW6lSJQGIiRMn2txeCMPFuGDBggLMp7WbIzY2VowYMcJk1VfOnDlFfHy8zX01cdipUye7nksjIiJCZl+FhoY6tK8QQhQtWtTu9zE5er1eZMyYUYDjqe4aQUFBAhCVKlWyue369evFBx98IIoUKZJidZ12Sy5QHUFb5dmiRQunjyGE4W9HOx9bf/e2SExMTJXYTc6YMWMEIPr375/qYwkhRP/+/QUgvvrqK+cPkpgoRECAiAFxEsRVc2IqXz7Ddi5ArdpTKBTPhKQk+P1343t2AOWAiUAi0J5Mmc7Qt29/OnToQKVKlYiKimLixIkWj+mIV2rw4MH4+Phw6NAhEw+LObJkySJTyL/99lubr02n0/Hhhx8ChjwrW6Z2MPixNKO6LdP5nTt3+OqrryhQoACTJk2S9zdo0ICFCxearLSzRM2aNQHYv3+/zW2NyZAhg2yPHT582KF9IXU+KZ1Ol2qflLFHSiRrgyVPe//000+ZMWMGly5dwtPTkyZNmvD9999z+vRpuYru4cOHTp0HuK615+bmJltyqfVJubu7y3acK3xSrvZIafll9maRJf8dz5kzh5a1a1Pk5k38MHzizEq5k2FI6O7dqT5fR1FCSqFQ2M3u3WCac3kTuATkBVYBKwgJycPu3YYPz/HjxwMGYXLLgkPdEa9Uzpw5effddwH45ptvbJ6vNjZm48aNdpnIu3TpQrZs2bhx4wb/+9//bG4PBvO4h4cHBw4csDqaZty4cYwZM4bQ0FDy5MlDuXLlAMNy+ddee82usMyqVavi5ubGjRs3LL6f1vaFl9MnVbhwYdzd3Xn8+DFXrlxhy5YtfPzxx5QqVYoCBQoQHR0tt+3Rowf9+vUjKCiI+/fvs3nzZoYMGUKpUqXIlCkT4BohlZooBg3NJxVlKe3WAVy5cu95eaRiYmI4ceIEy5Yt4+uvv+att96iatWqZMqUySSq4+TJk6w/eJDLGMpuGQCLbqvbt11yzo6ghJRCobCblJ9R3YEZwGmgXYrtmjdvTp06dYiNjeXrr7+2eFzjqpTx1HtzDBs2DA8PD7Zt28aBAwesblu4cGHefPNNAL7XMhys4OPjw3vvvQfYH4WQK1cuObNPM50nJCSwZMkSE/E2aNAgatWqxZIlS7h69ap8nl27dtn1PGBY6VW+fHnA8apUaoRUpUqVgNRHIDhbkXr06BFZs2YFDKKsadOmTJ06lbNnz5KYmGhSKfv444+ZPXs2bdu2JX369CbHcaWQSm1FCtJulpSr4w+0uYTG5zZq1Cj8/f2pUKECnTp14osvvuDPP//k8OHDREZGmiws6Ny5M7M//pgdwG3gIWCxxvxkUcFzxSXNxGeM8kgpFGmD7dtT+jzN3bZvf7qPNs/Ow8NDpnKbQ/NK+fn52fSM9O7dWwDi9ddft3nOWuqzp6enuHnzps3tb968Kdzd3QUgjh07ZnN7IYTYsmWL9HmNHj1a5MmTRwCiW7duFvc5ceKE3Mcef5TGgAEDBBhm5znC/v37BSBy5Mhhl/nemFu3bknDuCOmeo2tW7cKQBQpUsThfYUQ4ttvvzXxOOXKlUv07t1bLFu2TDx48MDu42geuHXr1jl1HkIIcerUKQGG+Y+ppXTp0gIQW7duTfWxChQoIABx8ODBVB/r559/FoB44403HNovISFBnDp1SixatEiMGDFCNG/eXM7hBESPHj3ktlOnThWAyJw5s6hRo4bo2bOnmDBhgli5cqU4depUyn8TTzxSZs3mL9gjpYSUQqGwG2c/y5o3by4A8dZbb1k8tl6vF1WqVBGAGD58uNXzOHv2rDRPnzhxwuZ516tXz66VgRra8OM+ffrYtf2lS5ekodr4Yv/NN99Y3CcpKUlkzpzZ4Yvf77//LgBRo0YNu/cRQojo6Gjh4WFYEHDt2jWH9tXr9SJ79uwCEIcOHXJoXyEMg60BodPprK5Qu3z5spgyZYqoVauW+P333+X9ly5dku/VoEGDHB6+rNGwYUMBiEWLFjm1vxBC3LhxQwpzRwVpcqpWrSoA8b///S9VxxFCiBIlSghA7Ny5M9XH0gz1rVq1srhNeHi42LFjh8kK14kTJ1o0+JNspWN4eLgICwtz7D3UVu0l/wB6wav2VGtPoVDYjbs7PAkkx9L0ix9+MGxnjNbW+/PPPy36ZBzxSpUoUYIOHToAhlwpW2jJ6D///LNd3hbNdP7nn3/KkSCWGD58OMWLF5eejkyZMvHHH39w7do1Ro4caXE/Nzc36tSpA8BuBwyymuE8ODhYtkzswdfXV7bYHG3v6XS6VPmkcuTIQbZs2RBCpAgvPX36NF9//TWVK1emcOHCDB06lH379rFs2TK5TeHChenVq5d8HY4OX9bQBhe7orWXkJDg0PtvjrSabm7skdLr9Vy4cIHly5fzxRdf8Prrr1OgQAGyZMlCgwYNTBZ9lC9fHn9/f2rWrEn//v2ZNWsW+/bt46OPPgIwSYDXEuutjdFJQfv2sHw55Mljen9AgOH+J1lwzxslpBQKhUNon2V586Z8rFkz859lgYGBvPnmmwgh+OKLLyweu2XLllSpUoXo6GibXilNpPz1119cvHjR6ratWrWiRIkSRERE8Msvv1jdFgxiJTAwkNjYWJvb58iRg6SkJKpXrw4YVhx16dJF+kysoaVkO+KTKly4MNmzZyc+Pp7g4GC794OnPilnVu65yielCenY2FjKlClDmTJl+OKLLzh69Chubm40bNiQmTNn8tNPP5nsr3mk7t+/79Tzg2s8UloiOaTeJ5XW0s31ej2nT5+W5veEhARWrVpF8eLF6dixI19//TWrV6/m+vXrABQoUMBETDZt2pTIyEj27dvHrFmz6N+/PzVr1rTr34LdtG8Pp08//XndOrhy5YWJKFBCSqFQOEH79nD1KmzfDosWPZ3Ft2ULXLhgfp+xY8fi5uZGUFAQhw4dMruNI1WpSpUq0bJlS/R6PZMnT7Z6vo6OjbEUhfDPP//Qrl07li9fLrft378/Bw4cYM+ePWTMmJGIiAi7xUa9evUA2LNnj91Lw3U6HbVq1QJg3759du2j8aJGxQgh5Lw8zXDu4+ND5syZ5bigefPmERoayrZt2xg4cCB5kyn1LFmyABAeHu7w82u4Qki5ublJAZTalXvPoiLliJAKDQ3lf//7H5999hlNmjQhc+bMlClThr179wKGilT58uXx8fGhSpUq9OnTh+nTp7Nz504ePHjA1atXeeutt+TxPDw8nK4WOoRxybtevZQl8OeNyxqKzxDlkVIo0j4tWxrsCh06WN6mZ8+eAhBNmza1uI0jXqk9e/bYbSSPiYkROXLksNsjExsbK7cfO3aseO2116TXo1KlSma9HW3atBGAmDx5ss3jCyFEfHy8DA09efKkXfsI8dSL8uabb9q9jxBCHD16VAAiY8aMDvuMTp8+Lc3xiXYaei9duiTGjh0r/TuAaNasmXz87NmzdieKawGvdevWdei8jRk7dqwARL9+/Zw+hhBCLiYIDg5O1XHeeecdAVj10tlLixYtBCB+/fVXs48b/71eunRJmtOT3/z8/ESHDh0EIGrVqiX0er1ISEhI1bkNGzZMAGLo0KGpOo4kKuqpP8oFSe7meG4eqYkTJ6LT6eQMLEssW7aMkiVL4uPjQ7ly5Vi3bl1qnlahUKRBJk40+KaWL4eDB81v8+WXX+Lp6cnmzZvZvn272W0cqUrVrl2bevXqkZCQYLMV6OPjwwcffADAlClTbM438/b2pnXr1gCMHj2aTZs24e7uTs+ePVm0aJFZb0ejRo0AbIaFanh6ekrPkyPtPeNgTluvw5gyZcrg4+NDRESEzXZocooXL46vry+PHz/m0qVLFre7d+8eP/30E7Vq1aJIkSKMHj2ac+fOyfaOcYBmiRIlTOYvWkNr7bmiIvXgwQOnjwHIWAVXzdtzdUVKr9dz5swZfvvtNwYMGEBgYCCDBg2S2wYEBHDnzh10Oh1lypThnXfeYfbs2Rw7doyIiAi6d+8ut9XpdHh4eKT6/F5lnBZS//zzD7Nnz5aZJpbYt28fXbt2pU+fPhw9epR27drRrl27VA2wVCgUaY9y5aBnT8P/Dxtm+LqYnEKFCskk8M8++8yiCHDEKzVq1CjAkH5sTXQBvP/++/j6+hIcHMyOHTusbjty5Ejmz58vf+7RowcXLlxgwYIFlCxZ0uw+mpDavXu33Rk8WnvPEcN5lSpV8PDwICQkhBs3bti9n6enp2zROdrec3d3l5/31lqXS5cuZeDAgezfvx83NzeaNm3Kb7/9xurVqwHnxYfW2nvRHilwXSinK4WUJlSnTp1KlixZKF26NL169WLWrFkEBwezZ88ek213797Nw4cP+ffff5k3bx79+vWjQoUKSjQ5gVNCKioqiu7duzN37ly5CsIS06ZNo3nz5gwbNoxSpUoxbtw4KleuzMyZM506YYVCkXYZOxZ8fAwJ6GvWmN/ms88+w9fXl/3797N27Vqz2ySvSoWFhVl8ztdee43AwECio6NthmhmzZqVd955B8CmQKtTpw46nU5WQl577TUKFSpkdZ+yZcuSNWtWHj9+bLdQMTac21td8vPzk4LIWZ9UakfFJCYmsmnTJnr27Mlvv/0mt+nUqRPVqlXj+++/5+bNm2zatIkePXpQoEABAJti1xLGZnNHqnDGuGLVHrgulNPZZPOIiAjWrl3LvHnz5H1+fn6AYYxOREQEvr6+1K1bl6FDh7J06VIpZDWqVq0qX4cidTglpAYOHEirVq1o0qSJzW3379+fYrtmzZpZTeWNi4sjMjLS5KZQKNI++fLBk5XOjBgB5sbV5c6dWxq5P/vsM4sm65YtW1K1alWbVSmdTierUjNmzLD5eTFkyBB0Oh3r1q2TxufHjx8zfvx4fvzxR5PnP3/+PH379gVg06ZNVo8LyFVnYH97r3r16nh6ehISEsKVK1fs2gecn7vnCsP54sWLyZcvH82aNWPhwoXMnTtXbpMtWzYOHjzIkCFDyG2UMq2ZzR89euRUbIBWkUpISHC6guPqitTzau2Fh4cTFBTExx9/TGBgIFmyZKF169YMGTJELoTQTN5t27bl6NGjREZGsmvXLr799ls6duxI/vz5U3WuCss4LKSWLFlCcHCwXdktYBjUmTNnTpP7cubMyZ07dyzuM2HCBDJmzChvxtkTCoUibfPpp5AlC5w5AwsWmN9m+PDhZMiQgRMnTrB06VKz2xhXpX788UerVal27dpRsmRJIiIiUiybT06RIkVo/2Sp9Lfffssvv/xCsWLF+Pzzz/nss8+kB0en01G0aFFee+01wCCk7KmEOOqT8vPzo0qVKoDzPilH0IRUcHCwXYOZNebOncsPP/wAwLVr17hz5w5Zs2bl/ffft7lqEgwiRpu55kxVyt/fX7avnG3vuUpIPU+PVN++fcmaNStvvPEGU6dOJTg4GL1eT7FixejcuXOKala1atWoWLGiatE9RxwSUjdu3OCjjz7izz//lJkVz4KRI0cSEREhb454ABQKxYslUyb4/HPD/48eDeauEVmyZJEhmaNHj7Z4QW/RooVdVSk3NzeZK/X999+bDLE1x7BhwwD47bff6Nu3L7dv36ZQoULMmjVLXmw1atWqhZ+fH3fu3LHL26lVpPbt22f3UnRnfFJaBMLRo0cdCmEsXrw4GTJkICYmhtPGeTw2WLFihcn8s1WrVhESEiKN5bZwc3MjW7ZsgHNCSqfTpToCwdhs7mx7EFzvkQoPD2fx4sX079+f0qVLm3xp0AoJpUqVon///ixevJhbt25x/vx55s6dm+LvVfH8cUhIHTlyhLCwMCpXroyHhwceHh7s3LmT6dOn4+HhkWKyMxgGehqv0gDDqo1cuXJZfB5vb28yZMhgclMoFC8PAwZAwYKG4cVPihgpGDx4MNmyZePChQsmHhtjHKlKde3alYIFC3L37l0Tk3hyQkNDmabFs2OoCE2dOpUzZ87QtWvXFDk43t7e1K9fH7CvvVeiRAly585NXFyc3dUiZ4I58+fPT+7cuUlMTOTIkSN27+fm5kZgYCBgvr338OFDfvzxRwIDA7l586a8f+jQoUyZMkWuVqxevbrDQYtae88VPiln0ERHYmKiTbFtjdS29qKioli9ejWLFi0CDDli3bp1Y/bs2Zw5c8ZEUL///vuEhoZy+vRpZs2aRZcuXciTPNlb8UJxSEg1btyYkydPcuzYMXmrUqUK3bt359ixY7Jsa0zNmjXZunWryX2bN2+WZWmFQvHq4e0N48cb/n/SJDB33UyfPr30No0ZM8Zi9cbeqpSnpyfDhw8HYPLkycTHx5vd7s6dOyxdulQKgsqVKzN48GC8vb0tHltr723evNniNho6nc7h9l7t2rXR6XRcvHiR27dv27WPTqeTn6OOGs61VqImpIQQ7N+/n969e5MnTx4GDRpEcHAwv/76q9ynSZMmfPLJJ+TIkQPAqj3DEpqQsjV2xxKpFVL+/v6y5ZWa9p6jrT0hhMnf419//cXrr79uEgVUuXJlhgwZwqpVq2jcuLG8P3v27PI9V6RNHBJS6dOnp2zZsiY3f39/smbNKuP/e/ToYTJf6qOPPmLDhg189913nD17lq+++orDhw+bZFooFIpXjy5doHJlePQIxo0zv837779PQEAAN27cYPbs2Wa3caQq1bt3b3LmzMmNGzfkt30wrYBUqFCB6dOns2rVKgAOHDhg84KoCamdO3fa1a7T2nuWsrKSkylTJhkt4MzcPWd9UgcPHmT69OmUK1eOWrVqsWDBAmJiYihTpgzTpk1j4MCBKfbVPK/JOw32kNqKVGpbezqdziU+KXtae3fv3uXPP/+kR48e5M6dm1mzZsnHmjVrRqFChWjVqhUA5cqV48iRI3z//fe0a9dOteteMlye5X79+nWTb1S1atVi0aJFzJkzhwoVKrB8+XKCgoKk8FIoFK8mbm6geZBnzQJz+Y8+Pj6MHj0agPHjx1tcBm5vVcrHx0eOgpkwYQKRkZGMGDGC/Pnzc/LkSbndgAEDaNu2LcWKFSMxMTFF1Tw5pUqVIk+ePMTGxprk8VhCq0gdPHjQ7qXtqfFJORrMqQmpf//9l5EjR3Lq1Cl8fX3p1asXe/fu5eTJk3z44YdSuBij2TJehJBKK/P2zLX2EhMT2bVrF5999hlVqlQhR44cvPXWW/z++++EhoaaiOqAgAAuX74sA2KVMfzlJtVCaseOHXIlh/bzgmRLdTp27Mi5c+eIi4vj33//pWXLlql9WoVC8RLQuLFhkHFiInz2mfltevXqRZEiRbh7966Jd8kYR6pS/fv3J3PmzJw/f56iRYsyefJkYmNjTebjaWifRbamLeh0OpPVe7YoVKgQBQsWJDEx0S7hBc75pCpXroynpyehoaFcvXrV6rZ6vZ7Vq1fz0UcfUaBAATJlykRiYiJ9+vRh5syZhISE8Ouvv1KrVi2zqe0aL3NFClwjpLTWnvF5xMXF0bRpU7755hvpWatYsSIjRoxg27ZtFlenKl5+1NBihULxTJk0yTA6ZulSMDer2NPTk7FjxwKGOAJL4zvsrUq5u7tTuHBhwHDBzp8/P//73/8YM2ZMim01IbV+/XqbFR1HhBQ8rUrZ297ThNTJkyftHmHi4+ND5cqVAcs+qcePH/PTTz9RqlQpXn/9daZPn87BgwflUODXX3+dgQMH2t1OepFCypUVKWfGxCQlJbF3717ZNtZyyMDgv2rfvj3du3dn4cKF3L59m6NHjzJx4kQaNmzosDFf8fKghJRCoXimVKgAb79t+P/hw82PjunSpQvlypUjIiKCb7/91uxx7KlKHT9+nMDAQJNVbFu2bKFNmzZmj1mvXj38/Py4deuWSevPHFqw8PHjx+0SEY4Gc+bKlYvixYsjhGDv3r127QOWfVK3bt1i5MiR5MuXj4EDB3L+/HkyZszIsGHD5Io/gJCQELufC54KqdSYzV+kkHI03TwmJobVq1fz7rvvkjt3burUqSOrS7GxsSaCbPHixfzxxx+8/fbbVlemK14tlJBSKBTPnHHjDCv5du4Ec100Nzc3vv76a8AwVsrSRbpFixZUq1aN6Ohos4Jrw4YNnD17lty5c1OiRAnAekXIx8dHVo5stfeyZ89OpUqVAIM4s4UmpIKDg+2ufjjT3jP2SWkcPHiQggULMnHiRB48eECRIkWYPn06N2/eZPLkyeTJk0cuobd3laDGf621169fP15//XXmzZvH3bt3yZQpE82bNwegQIECNsekKZ4BxlFLu3aZ/vwCUEJKoVA8c/LnhydTYRgxwvznXps2bahevTrR0dF88803Zo9jqyo1bNgwvvzyS06cOMHbT8pgyWeMJcdenxQ41t7LmzcvJUqUQK/X2y2MnDGcaxWpY8eOyYTswMBAAgICqF+/PkFBQZw7d44PPviAdOnSyf2crUi9qmbzq1evMm3aNBo2bGgSVNqyZUvy5cvHBx98wJYtWwgLC5N/g8kzxxTPgZUroXTppz+3bGkIrVu58oWdkvorUCgUz4WRIyFzZjh1Cszlb+p0Oimgfv75Z65du2b2OM2bN6datWrExMQwYMAAGjVqJMMV3dzc+Oqrr8iWLZts523ZssVq+GKLFi0Ag8fIVpXC0XExjsYgaBWpw4cP2zVPLjExke3bt+Ph4YFer5dVKQ8PD44cOcKOHTto27at2Yy/F1mRCg8Pd2g8jYYrK1IPHjzg6NGjfPnll1SsWJFChQoxePBgduzYQVBQkNy+Y8eOXLt2jenTp9O4cWM8PT2dfm5FKlm5Ejp0gFu3TO+/dctw/wsSU0pIKRSK50LmzE9X7o0eDea0TaNGjWjcuDEJCQlmzeFgEFxffPEFYBhbsn37dr777rsU25UrV44CBQoQGxtrtRVXsGBBSpUqRVJSks3Azdq1a+Pr62v3uBhHgzkLFixIQEAAiYmJHDx40OJ2iYmJLFiwgFKlStGjRw8pSoxXCJqLLjBGq0g5K6Tu3bvnsBjKmjWrXBHoTFVJq0iFh4dbHHZtC01ILV68mMqVKzN27FiOHz+Om5sbDRo0YOrUqXTv3l1u7+HhYXUVo+I5kZQEH32EXggWAYeNH9O+1Awe/ELafEpIKRSK58bAgVCggOELpIWkA8Y/iUT/7bffOHv2bIrHHz9+zC+//CJ/rlevnpzbZ4xOp+P1118H4H//+5/V87K3vWc8LsaelPMGDRoAhpV49rSzdDqdVZ9UQkIC8+fPp0SJEvTu3ZuLFy+SNWtWmQvlSKtJq0g52trLli0bbm5uCCEcbtG5u7tLgedMe0/bV6/XO5QqfvToUdmO1TKg4uPj8fX15Y033mDBggUy62nw4MEUKFDA4XNTuJaoqCj27dvHTz/9xIwZM2D3brh5Ex0wBPgz+Q5CwI0bhu2eM0pIKRSK54aPDzzxlDNxIpibFFK9enVef/119Hq9DOvUuHXrFnXr1uXvv/+WIYYeHh74+vqafT6tvbdmzRqrFQytvbd+/XqblQ5HfFLZs2enXLlygCFjzx6s+aSOHz9Onz59uHz5MtmzZ2fy5MlcvXqV1q1bA5jMxrOFcUXKkTBPd3d32aJ73j4pHx8f/Pz8ANsVrXPnzvHVV19RqlQpKleuzKBBgxBCyDZn5cqVuX//PitXrqRnz55yoLLixbBlyxa++eYbOnXqJAdr165dm4EDBzJp0iTD4E5AB7wFFLJ0IAcrrK5ACSmFQvFc6dYNKlaEyMinoio548aNQ6fTsWzZMo4ePQoYRES1atU4evQo2bNnl1k+O3futHhRrV+/PunTpyc0NNTsgF6NOnXqkC5dOkJDQ+XzWcLRcTGOtve0itT+/ft59OiRSRRClSpV6NmzJ1OmTOHKlSsMGzaMdOnSyUwoZ4RUTEwMERERdu8HaTdL6vr160yePJlKlSpRsmRJxowZw7lz5/Dx8aFChQomKfMZMmSwKMAVzwa9Xs/p06dZtGiRQRwZ8dVXX/HZZ5+xbNkyLly4gBCCPHny0LJlS3r27EmS0bzB74APLT3Jk7/r54kSUgqF4rliPDrmp5/g8uWU25QvX56uXbsC8PnnnwOQMWNGEhMTKV26NAcPHqRjx46UL1+epKQk1qxZY/a5vLy85FJ1a+09b29vmRO1fv16q+dfunRpp8bF2CukSpUqRZYsWYiJiaFo0aI0adLExMe0YMECPvnkE/z9/eV9AQEBgKFiZy++vr7SL+SsT+pFZElZM5yPGTOGESNGcOzYMTw8PGjZsqUc0bJs2TKZSK54Ply7do0///xTehSnT59OmTJl6N69OyNHjjRZUNGqVSu6devG5MmT2bRpE6Ghody6dYu1a9cyfvx43Bs0gIAAQ7qvOXQ6yJcPnnwReZ4oIaVQKJ47TZsabgkJlkfHjBkzBnd3d9atW8eePXsoWLAgmzdvZt++fRQqZCjsv/HGGwCstLJaR/NJuSoGQafT0bRpU8A+n1S9evVwc3Pj/PnzNoWOEIJly5bJSldYWBhZsmThorlBhUZoQsqRihQ4H4GQFipSK1eu5LXXXjMJX+3WrRsNGjRg9uzZ3L59m7Vr1/LWW29JX5Ti2REZGcnWrVtJMjJ7f/7557z11luyypuYmIi/vz81a9akf//+JqtpR44cyZ9//smwYcNo2rQpOYwqUAC4uz81ViYXU9rPP/xg2O45o4SUQqF4IWijY5YsgcOHUz5epEgRKlSoADw1oJcvX56MGTPKbdq3bw8Y/EqW4gJatGiBm5sbJ0+etDqPTvNJHThwwKb/xhGfVKZMmeQYF2sxCHv27KFmzZp06dJFXmDq1q3LpUuXZLvPElprLzw8nJiYGJvnpPEyhXImJSWxfv16zp07B8DcuXPZvHmzbPECNG7cmO3bt9OvXz/leXqGaC26+fPn069fP8qVK0emTJlo0qSJyQKRevXqUaNGDRlk27dvXyIiIqSJXPtbsJv27WH5cnjydysJCDDc/+Tz4HmjhJRCoXghVKoE2irzYcNg+3ZYvBh27DCsYB4zZgzBwcGAQbDcM+NML1euHIULFyY2NpYNGzaYfZ6sWbNSp04dwHpVKiAggHLlyiGEsCmQtDbgsWPH7BITttp79+7do2nTphw8eBB/f39ZRcuQIQM+Pj42j58xY0bZ6nOkvfcyhHJGRUXx+eefU6BAAVq2bClfX86cORk/fjwDBw50+BwUzvPbb7+ROXNmypQpQ58+fZg7dy7//vsvQggKFixo8jfRt29f9u/fL78IZM+e3WymmUO0bw9GgamsWwdXrrwwEQVKSCkUihfI11+Dh4dBPDVqZDCiN2wIWbKMlzlSefLkQa/X8/fff6fYX6fTyfbeqlWrLD6PtnrPVTEIOXLkcGpcjLGQMq6gZcuWjY8//pi+ffty8eJF3n//fQBu3Lhh89hgeB+cMZyntiL1rDxSxqsIvb29+eWXX7h16xZZsmShVKlSAAwePJhRo0bJAdUK1yCEkH93Fy5coHjx4ib/bnLmzElkZCR+fn7Ur1+fESNGEBQUxO3bt7ly5Yr80mCMthI21SJKw/g49eq9kHaeMUpIKRSKF8aRI5Ay03EykZEGg/nbb09iwIABACxbtszsMbT23po1a4iPjze7jVbh2blzp9UValp7b8OGDSZeD3NoPil72nt16tTBw8ODa9eucfbsWaZMmUJAQAAHDhyQ23z99dfMmTOHXLlykT9/fsCwCs1enDGcpyWPlBCCQ4cO8d5778lFBACenp5MmDCBv/76i5CQEGrUqOHwcyqsc+/ePX7++We6dOlC7ty5+fDJPKe7d+9y4cIFk7/TunXrcvToUSIiItixYwcTJ06kbdu2Voc0a7/LV3Wkzqv5qhQKRZrnSVBxMqYCI578/9fs2DGc9u07ArB161azK7Vq1KhBrly5iIiIsOhBKl68OCVKlCAhIYGNGzdaPKdatWqRIUMG7t27x2Fzxi0jNJ/U5s2bbeYwpUuXjmrVqgGGC9GwYcN4+PChSbCocXp2vnz5AMM8OHuDJ50xnKcFj9Tdu3eZOnUq5cqVo3r16syZM4d///3X5HfZu3dvOnXqhLe3t8PPpzBFCMH58+dN5gnevXuX999/n7/++ovQ0FA5BqdAgQKsW7eOYcOGyW39/f2pWLGizHGzB01IuawilcZQQkqhULwQngQVG7Ee+PjJ/38JfMaNGxAaWpzy5cuTmJhoMgNNw83NjbZt2wL2tfes+aQ8PT2lQLIVg6CNi7l9+zanTp2yuu358+dl1efevXvkyZOHX3/9ldmzZ5vdPn369DKawN72XmqypJz1SDkzJkYTUvfu3ePNN98kb968fPzxx5w6dQofHx+6d+/Otm3bzLaIFI4jhODChQvMnTuXbt26yWHaxiOYSpYsyRtvvMHYsWPZtWsXc+bMAaBYsWK0aNGCzJkzp+octNaeqkgpFAqFC0lZBGkKdANGYhBST7fr2NFQlbLU3tN8UkFBQRZbclp7b+3atVYv/vb6pHx8fOS4GGvtvR9++IHy5cvLFYN58+bl/Pnz9OrVy+o3dK29Z6+Qcqa1Z1yRciTdPDVjYrTVdHq9npUrV5KQkECVKlX46aefuH37Nn/88QcNGzZ8ZS+6zwshBD179iRfvnwUL16cfv36sXjxYm7fvo23t7fJ71un07Fy5Uq++OILkxWirhrQrCpSCoVC8QxIGUDsAfwOjMcwCOLpdpqQ2rJli9n2XsOGDcmYMSOhoaEmfg5jatasSZYsWXjw4IFJWnhytADPf/75h7CwMKuvwR6fVPr06YmLi5PeHi1LxxaO+qRSU5GKjo62u4UIhguiJojsae8FBwfTu3dvPvnkE7y8vOQFetiwYRw/fpx//vmH999/X1bhFI4RGhrKhQsXTO7T6XScOXOGW7du4eXlRb169fjyyy/Zvn07Dx8+ZOnSpRaPl5CQACghZS9KSCkUihdC3brmgord0ESUcVBxiRIlKFu2LImJiWZX73l5ecl5c5baex4eHrRq1Qqw3t7LnTu3XJFnzU8F5sfFPHjwQMY2gMHfs379evmcoaGhdmU9OSqknPFI+fn5yVwuV/ukEhIS+Ouvv6hTpw6BgYEsWLCA2bNnExkZKf1gH374IeXLl3foeRUGMb53714+//xzqlSpQq5cudi5cyeAyYKLr7/+mm3btvHw4UN27tzJV199RYMGDWxGamhCysvLyyXnq1p7CoVC8QywFlSsYRxUbG97b9WqVRbbVK6OQShTpgy5c+eW42IWL15MyZIladu2LY8ePQIMF4/mzZuTNWtW0qVLB9gnjjTDuaOtvTt37sgLoT0YDy92BEtCKjQ0lHHjxlGwYEG6dOnC3r178fDwoEuXLmzevFmNaUkl3377LdmzZ6dOnTqMHz9eJrtro3OMTeCvvfYaDRs2dHimoCbGVEXKPpSQUigULwwtqPhJV0ri7Z0yqNi4vffgwYMUx2revDk+Pj5cvnyZEydOmH2+Zs2a4enpyYULF2RCtjm0GISNGzda9VMZj4vp168f3bp1IywsjHTp0qUwcOt0OgoUKABgNWFdw9GKVPbs2fH09EQI4VC+U2oN58mfa8aMGYwePZqQkBBy5szJ6NGjuXbtGosXL6ZmzZomqxMVlklMTGT37t189tlnJmLa39+fhw8fkjlzZjp37syCBQu4ffu2zCrTBFVqUK09x1BCSqFQvFDat4erVw3J5lOnGu6Lj4datUy3K1WqFGXKlCEhIcFse8/f359mzZoBltt7GTJkoEGDBoD1qlT16tXJnDkzDx484ODBgxa3E0LIi82VK1fw8vJi7NixHDt2jBIlSqTYvmDBgsCzEVJubm7SPP48IxB27NjBvn375P39+/enVq1a/PHHH1y7do0xY8bI51BY59atW8ybN4+OHTuSLVs26tWrxzfffMPatWvlNh06dGDfvn2EhYWxZMkSevbsSa5cuYiLiwOwKwnfFq4WUqq1p1AoFM8Yd3do0AAGD4bq1UEIMNfBc6S9Zwl7hhh7eHhIUWYpBiE2NpYOHTowb948wFBxOn78OF988YXFvCNNSF27ds3ic2sYt/a0C5EtnlcoZ2RkpMwhWr9+PV9//bXJOezdu5fu3bur3Cc7iYmJoUKFCgQEBPDuu++yfPlyIiIiyJo1K127djUR5Tly5KBmzZopcpw0j15aFFKqIqVQKBTPkS5dDP9dsiTlY5qQ2rx5Mw8fPkzxeJs2bXB3d+fEiRNcunTJ7PE1n9TevXvNzu/T0Np7lnxS3t7euLm54enpiU6nQwhBhgwZLB4PHKtI5cmTBzc3NxISEmyuHtR41mNiwsLC+Oyzz8ifP78UmD4+PtSqVcuh+IT/MrGxsaxZs4b169fL98zT05NTp06h0+moXr06X375JQcOHCA0NJRFixbJtp2t4wIuEa+uNpurZHOFQqF4jnTqZDCf79sHyQs3pUuXpnTp0iQkJJhtzWXJkkW27ixVpQoUKED58uXR6/VWzeRaDMLRo0dltSYhIUGayHU6HXPmzOHAgQPS+3T58mWrr80RIeXp6SlFjqMr955FRWry5MkULFiQb775hoiICLlf48aN+fzzz5X3yQqPHj3ir7/+onPnzmTPnp02bdrw1VdfyXZcunTpWLduHWFhYRw4cICvvvqK6tWrO1TBcWVFytVmc5fP2ktjKCGlUCjSFHnywJOcS/76K+Xjz6u9lyNHDqpWrQoYZu9dvHiR2rVr884778hKQubMmalcubIcnGtLSDliNofnkyVlb0Uqa9asxMTEULVqVVatWsVXX30FvLpVBlewaNEiWrduTbZs2ejSpQtLly4lKiqKvHnzUr16dSnK/fz8eO2112Q2lzOo1t6LQ/0LUCgUaY6uXQ3/tdbe27Rpk9kBxO3atQNg//79FsWB1t7bsGGDrAqYQ4tBmDVrFpUqVeKff/5hy5YtKTxO9goprSJ1+/Ztq8+r4WwEQmrHxBw+fJg333yTuXPnyvvefvtttm7dysGDB2nXrp0SUGZIXtVbtWoVa9euJT4+nuLFi/Ppp59y8OBBrl+/zvTp06X48fPzS/Vzp2WzuWrtKRQKxXPmzTfBwwOOHoXkKQVlypShVKlSxMfHm23vad/2hRBmV/cBMsQwKipKBhmaQ/OmHD58mKioKOrVq8eJEyekINLQhNSVK1esvq5s2bLJi6Y9VSZnQzmdae09fvyYNWvW0LRpU6pWrcrKlSuZPHmybMt4eXnRqFEj1cJLxpkzZ/jmm2+oWrUqefPmNYnV6Nu3L+PGjePUqVOcPXuWCRMmUK1aNSkooqOjAdcIqWfhkVKtPftQQkqhUKQ5smaFJ6HhVqtSzrb33NzcZBK6pRiEkJAQhg4dKn/+8MMP2bZtm6wSGVOoUCHAdkVKp9M90wgErbV369Ytu1f6+fv7y8DGNm3asGXLFtzd3Xn77bcJCgp6ZasIqUH7Pd+8eZPSpUvz2WefcfjwYXQ6nUlcxmuvvcbnn39O6dKlzQpQTUjZMzLIFs/CI6XM5vbxar4qhULx0qOt3lu82BCHYIwmpDZu3Gi2vacJKW08hjmMfVLJV5wJIWjTpg2HDx+W36IbNWpk8Ru1va09eLZZUrlz50an0xEfH291RaIxQ4YMkSNrvLy8GDhwIBcvXmThwoWUKVPGrmP8l9iwYQPdunUDDJUbT09PWrRowdy5c7lz5w49evSw+1iPHz8GXFuRSoutPZdXpIwHk+/aZfrzC0AJKYVCkSZp2xZ8fAytvePHTR8rU6YMJUuWJD4+3qxhvHjx4pQpU4bExETWrFlj9viNGzfGx8eH69evp0hC1+l0zJw5k0qVKsnVe5biFOCpkAoJCbE5R08znDuaJWUPXl5e5MiRA7De3jMWjp06dZLVkiVLljBz5swUrcv/KuHh4cyePZuFCxfK+xo0aCDnE+bLl4+7d++ybt063n33Xfne24srW3svg0fKJUJq5UooXfrpzy1bQsGChvtfEEpIKRSKNEmGDPBkxjCLF5s+ptPpUt3e8/Pzk+NdVq9ejV6vlyGTADVr1uTw4cNUrFgRgIsXL1o816xZs8oZcrYEkjMVqdDQUFlxsIU1w/mFCxfo0qULo0aNkvfVqlWLYsWKAa4ZL/KyEx0dzV9//cXrr79Orly56N+/P19//bUUnz4+PsyePRsw/H40UeXsc0HqW3t6vV6249KykEp1a2/lSujQAZJ/Sbh1y3D/CxJTSkgpFIo0i3E4p7X2XmRkZIp9NSG1YcMGi1UibfXeqlWr6Ny5M9WqVeO4UfnLzc2NIkWKANaFlE6nc3jlnj1CKkuWLLJaYe9KPHNC6ubNm/Tr149SpUrx119/MX36dJOW6KtqAnaE7du306NHD3LmzEmXLl1YvXo1CQkJVKhQgb59+5rMXNRErTaE2llcVZEyXgH6yprNk5Lgo4/kB4HJx4H24TB48Atp8ykhpVAo0iytWkG6dHD9Ouzfb/pY2bJlKV68OHFxcWbbe5UqVaJAgQJER0ezadMms8fXDOfBwcEsX76c+Ph4zp49a7JN0aJFAeutPbDfcO6IkNLpdLIqZW97z9hwfv/+fYYOHUrRokWZO3cuSUlJtGrVin379qWqkvIqIIQwaXEuXLiQ33//naioKAoWLMioUaP4999/OXbsGMOGDTMRFVFRUQCyCuksrvJIGVcr07LZPFVCavduuHmTA0BZYGryx4WAGzcM2z1nlJBSKBRpFl9feBILlWL1nq32nk6nk1WplRZK/rGxsfJikT59erZt20bnzp1NttGE1NWrV+UFxhyOhnKGhIRYPZ6G5pNyNALhwIEDFCpUiO+++464uDjq1q3Lnj17WLNmDRUqVLDrWK8ioaGhgCFnLDg4WN7/zjvvMGDAAPbu3cvly5cZP368RbO9FqSZWiHlqoqUJqTc3NxSzOBzhhfZ2hNCcOnSJRYvXsyQIUOoXbs2M2bMgCeZcNmAU8ABSwdwcPi2K1BCSqFQpGm0cM6lS1NW7TUhtWHDBqvtPa1NY8zFixepX7++FDPdu3enTp06KY6RK1cu/Pz80Ov1Vv1P9mZJ5ciRAx8fH4QQdlWZnM2Sio2NJSEhgYoVK7Ju3Tp27txJ7dq17TrGq0ZcXBx//fUXTZs2ZciQIYBhUPBiI/Nd3bp1+fHHH6lVq5bNrCxXC6nUeqSMjeauyPl63q29iIgIvvzyS1q0aEG2bNkoWrQo3bp144cffmDfvn3s3r0bnuSdFQFWAzMsPdmT7Z4nqZeuCoVC8Qxp0gSyZIHQUNixAxo3fvpY+fLlKVasGBcuXGDNmjVyWbpG7dq1yZ49O3fv3mXXrl00frLz1atXqV+/PiEhIeTIkYOwsDDu3r1r9vl1Oh1FihTh5MmTXLx4URqzk2NvRUrLkjp79ixXr16VHixL2CukDh48yIYNGwgMDAQM7ZmDBw9StmzZVza/xxYRERGMGTOGhQsXcv/+fQA5YLpKlSqMGTPGqeNqQiqteKRcGcYJz64iFRcXx65duzh06BCZMmXi3XffBQznPWHCBPm83t7eVKpUiWrVqlGtWjVq1qwJBQpAQAC6W7dobW5Atk4HAQFQt65LztkR/pv/uhQKxUuDl5dhQQ5Yb+8tX748xb7u7u60bdsWMG3v5c6dm4oVK1KmTBm+//57AM6fP2/xHOzxSRl7pJLnUiXHEZ+UrQiE0NBQ3nnnHWrUqMFXX33Fv//+Kx8rX778f05EGb/3fn5+LFq0iPv375M3b16++OILhg0bBhg8ds5WgtKqR8oV/ihwnZC6ceMGixYtkgsf2rVrR/369Rk2bBizZs2S2/n4+DBy5Eh+/PFH/vnnHyIjI9m/fz/Tpk2je/fuhi8p7u4wbZphh+RVN+3nH34wbPec+W/9C1MoFC8l2uq9FSsgua1IE1Lr16+XFzhjtPZeUFCQbDF4e3uzYsUKduzYQfXq1QFDq89SGrgmpKyt3NPEUVRUlM0wTG1be7KkLFWkEhIS+OGHHyhevDi//vorAL169ZKtvf8SQggOHz5M//79KVeunKyAeHp6MmXKFNasWcPVq1cZO3asFJaZMmVy+vnSqkfKVULKGbO5EEL6zzRq165N9+7dZSiuXq8nICCA9u3bp6gejxkzhgEDBlClShXLz9u+PSxfbphsbkxAgOH+9u3tPl9XooSUQqFI89SrZ7A+PHgAyRfgVahQgaJFixIbG2s2fLNx48akT5+ekJAQ+vTpY5IHlC1bNgoWLIiHhwcxMTEWQyztiUDw8fGRK+Zs+aQ0w7mj6ebauW/bto1KlSoxZMgQIiMjCQwMZP/+/fz6669kzpzZ5jFfFR4+fMiPP/5I5cqVqVq1KrNnz+bUqVNs375dbvPWW2/RqlUracLWYh9Ss2rR1a09V3qkXIE9FSm9Xs+pU6eYNWsWXbt2JSAggNKlS5t8GWnYsCFVqlQhQ4YMAPz999/cuHGDFStW8Mknnzh3cu3bg1HeG+vWwZUrL0xEgRJSCoXiJcDdHTp1Mvy/o+Gc3t7e0mS9YMECZs6cafK4h4eH9DdZau/ZG4HwLLKktArT48ePefjwIXFxcfTo0YNTp06RLVs25syZw8GDB6lRo4bNY71KLF26lNy5czNo0CCOHTuGt7c33bt3Z/v27TRq1Mjiflp1xBVCKq1VpJ6HR2r58uW88cYb5MiRg7JlyzJgwACWLFlCSEgIUVFRJl8iFixYwD///COFVJ7klSRnMW7f1av3Qtp5xighpVAoXgq01Xt//w1Prj8STUitW7cuRXvvzp07HDp0CDBc+MzNQitevDhgSP42hyakLl++LNtG5ngWWVK+vr5ky5YNMFSlvL29+e677xg0aBDnz5+nb9++/6lATa0qd/ToUWJjYylXrhzTp08nJCSEP/74gwYNGlj1hbmiIuUKj5QQIs17pE6fPs2ECRNM5lUePXqUoKAg7t+/j5+fH02aNGHs2LHs2LGDhw8fmiye0FYQutq8ntZQq/YUCsVLQbVqUKiQoYq/Zs3TChVAxYoVKVKkCJcuXWLt2rUyCyomJoa2bdsSHh4OGD7IzV1AtZV4lipSAQEBeHp6Eh8fz82bN2VrLjmOVqRu3bolB99aYv/+/bICcv36dSpUqEDnzp1T5F29qty4cYOffvoJDw8Pxo0bJ8VHs2bNGDt2LFWrVnVoyb8rW3upEVJxcXFSFKYFISWE4MSJE2zcuFF6nbRVdeXKlZPhte3btydjxozUq1ePwMBAu8TRqy6kVEVKoVC8FOh0piNjTB9L2d7T6/X07NmTQ4cOSd9QeHi4XAZvjK2KlLu7uxRJ1nxS9mZJ5cyZEx8fH/R6vcXRLzExMQwdOpTatWtLD0x08lLcK4oQgr1799KpUycKFSrExIkTmTp1Kg8fPuTBgweAwftUrVo1h3OT0opHyvh3+aKF1ObNm+VK1hEjRkizeZYsWXjzzTdNjPmBgYEMHz6cGjVq2C2MlJBSKBSKNIImpNatA6NRcYBpe+/x48d8+eWXLFu2DE9PT4KCgqTX6Ny5cymOa6siBfb5pBzJktJM5Obae3v37qVixYp89913CCHImTOn3O9VJi4ujt9//52qVatSp04dli1bRlJSEg0bNuTPP/8kffr0srrorKk+rVSkNCHl5eWV6jRyTWjb8kjFxcWxbds2Pv30U4KCguT9BQsWJDQ0FD8/P1q1aiVbxdroJHNBtY6ghJRCoVCkEcqVg9KlIS4OjK4DgGG2XuHChYmJiWHt2rUUKVIET09P5syZQ7169ShZsiRgXkhpFanLly+bDKc1xp6Ve5qQun79eook9eSY80lFR0fz8ccfU7duXc6fP0+ePHlYs2YNpUqVsnqsV4VJkybRo0cPjhw5gre3N++88w7Hjx9n27ZttG3bFnd3d1mRypIli1PPkVohlZCQIIVLaoSUq/xRYLkiJYTg7NmzTJ8+nVatWpElSxYaN27MpEmT+P333+V2RYsWZdeuXYSHh/P3339LH2BqVxNqKCGlUCgUaQRH2nu9evXi/Pnz9OrVC4ASJUoA5oVU3rx58fX1JTEx0aIB3J4sqVy5csmWna0kcnNZUsHBwUydOhUhBL169eLUqVO0atXK6nFeZk6ePMmxY8fkz++88w4FChTg66+/5saNG8ybN4/y5cub7JOaipRer5fVJGdzpIwXM7iitfeshFR8fDxFixalVKlSfPTRR6xbt47o6Ghy5cpFjx496N69u9xWp9NRt25dvL29iYmJkfe74tyEECa5Xq8iSkgpFIqXCk1Ibd4Myae6NG3aFIC1a9cSFxcnxQogK1Jnz55NcUw3NzcplGxFIFgTUjqdzuGVe8Z+qjp16jBmzBjWrl3Lr7/+mqrQyLSKXq+XWUMtW7Zk5MiR8rGAgAAuX77MZ599Rvbs2VPsm5SUJCtKzlSkHj16JA3ezlakNCHm5eXlUGBlclyVIaUN+QXk6lTt/HLmzIm3tzdNmjRh8uTJHD9+nJCQEH777TfaW8hdMvZuuWIVoHFlVgkphUKhSAMUKwaBgYYBxitWPL1fCMHMmTNxc3MjJiYmhSCyVpEC+yMQLl26ZHUEjL2Gc01IrVixwsR3NXr0aFq2bGl135eRxMREfv/9d8qWLSvbpx4eHmTNmtWknWotusB4Gb4zFSltf29vb6czl1w1HiY1Fam4uDg2bNjA+++/T0BAAHPmzAEMXxK01ifA77//Tnh4OJs3b2bYsGGUL1/eps9OOy9fX1+XjBdSQioZs2bNonz58mTIkIEMGTJQs2ZN1q9fb3H7BQsWoNPpTG6uyrlQKBT/XbSqlHE4559//klQUJAUOWfOnDHZR6tIXbx40ax/SRNSlipSBQoUwM3NjejoaO7cuWPx3OwxnCclJbFlyxbA4JX5/PPPLW77KrBs2TKKFy9Ojx49TH4vZ8+e5Y8//rDbbK2JhHTp0jl1UU4rRnNw3iM1efJksmfPTosWLfj5558JCQmR71+rVq1M3pciRYo4fHxXthxBCakUBAQEMHHiRI4cOcLhw4dp1KgRbdu25dSpUxb3yZAhA7dv35Y3e2ZLKRQKhTW0CKVdu2DmTFi27BYffPABYDCdgyFM0Ji8efPi5+dHYmKi2WqRtnLPUkXKy8tL5kdZa+/Zau2FhobSrFkz5s+fDxjaJz///LPF470KPHz4kCtXrpA9e3aGDh0KGCoexuGN9pCWVuy5ajyMNcFy7do1ZsyYYRKRkSVLFh49ekSuXLno168f69atk97A+vXrP5fzcoT/gpByaM1lmzZtTH4eP348s2bN4sCBA5QpU8bsPjqdjly5cjl/hgqFQpGMf/4BLy/DAOMPPhBAX+AhRYpUoVOnDgQHB6eoSLm5uVG8eHGOHTvG2bNnZQVKw1ZFCgztvStXrnDp0iXq1q1rdhtrFamdO3fSpUsX7ty5g4+PD7GxsWTKlClVF/a0xsOHD5k5cyZFihSh65M4+h49epCUlCRH20yZMkWmtTvCi16xB64fD2PskRJCcOzYMYKCgvj77785fvy4vP/DDz8EDIGY5cqVo2rVqrL1NmvWLCB1ryv5eblaSLm5ubmkVZgWcfpVJSUlsWTJEh4/fkzNmjUtbhcVFUWBAgXIly+fzeqVQqFQ2GLlSujQwSCiDMwD1gPeXLr0G5GRZYGUrT3AagSCVpG6fv26XAWVHEciEJJXvTZt2kSjRo24c+cOpUuXZtGiRRaP8TISFhbGyJEjyZ8/P1988QVffPGF9D55e3vTv39//Pz8ZCCqM0IqLVSknoVHKjQ0lA8++ICCBQtSuXJlxo4dy/Hjx3Fzc6NevXpyGDYYRGT16tVNRIkrXpe583IFr3r0ATgxIubkyZPUrFmT2NhY0qVLx6pVqyhdurTZbUuUKMH8+fMpX748ERERTJkyhVq1anHq1CkZjmeOuLg4mdMBEBkZ6ehpKhSKV5CkJPjoI3jq9b4KDHny/1+j05Xm1199AUNlKTEx0cR/Y81wnj17djJmzEhERASXLl0yW2W3Z+We1toLDw/n4cOHcuVd/fr1qVSpEmXLluXHH3+0OQD5ZSEmJoYPP/yQuXPnSgFatmxZRo0aZdbYfO/ePQCyZs3q8HO9KhWp2NhYGY/h5+eHn58fc+bMIT4+Hj8/P5o1a0bbtm1p1aqVXYJTCakXi8NCqkSJEhw7doyIiAiWL19Oz5492blzp1kxVbNmTZNqVa1atShVqhSzZ89m3LhxFp9jwoQJjBkzxtFTUygUrzi7d4PpRBU/oAlwFxiCEHD7dgG8vX2Ji4vhypUrstIE1iMQdDodxYsX559//uH8+fNOC6l06dKRI0cOwsLCWL9+PR07dsTDwwNvb2+2b9+e6kpGWmPr1q3SOF+tWjU+++wzWrdubbGNowmpF1mRSk2shLMeqYSEBDZv3sySJUsICgqSLT1/f3/Sp0/P5MmTKVKkCI0bN8bX19ehY2uvK0OGDA7tZw4lpBzH4dael5cXRYsWJTAwkAkTJlChQgWmTZtm176enp5UqlTJ6ocQwMiRI4mIiJC3GzduOHqaCoXiFeT27eT35ABWAusA9yf3uZErl6HylLy9ZysCwZbh3Li1Zy0CQYs2eOutt0y+FL5KIkpr2wkhaNCgAZs3b+bAgQO8/vrrVr0wqRFSL1tFKikpiW3bttGvXz9y5cpFq1at+P3333n06JFsEWqVuY8++ojWrVs7LKJAVaReNKl2fun1epM2nDWSkpI4efIkuXPntrqdt7e3jFjQbgqFQmH+o0MHmH5GFCliGKmSXEhphvJ79+5ZHV5syXCu+Z8iIiJkdSQ5MTExMh5Br9dz9epVq6LrZSEyMpKvvvqKb775BngqiNq1a8f27dtp0qSJXbMA00JF6nl5pPr27Uvjxo2ZO3cu4eHh5MiRg0GDBrFnzx5ee+01wLn3wRghhLS/uEJIacnmSkjZj0NCauTIkezatYurV69y8uRJRo4cyY4dO2TUfI8ePUxSaseOHcumTZu4fPkywcHBvPXWW1y7do13333Xta9CoVD8J6hbFwICDKNizKHTQb58UL++wWqQXEj5+/uTL18+wLnhxX5+ftL4a66yfu/ePZo0aSL9L61atWLhwoUv9bDh2NhYpk6dSuHChRkzZgzjx48nNDSUsLAwAIfnAL7IipQWyOnq+AMhBMHBwQwfPtykmtmqVSsyZ87Mu+++y5YtW7h16xYzZsygdu3aUhSmVkhFR0fLESyqIvVicMgjFRYWRo8ePbh9+zYZM2akfPnybNy4UY5luH79uklJ98GDB/Tt25c7d+6QOXNmAgMD2bdvn0VzukKhUFjD3R2mTTOs2tPpjE3nT8XVDz+AEIaLe/IsKTD4pG7cuMHZs2epVauWyWO20s3B0N67desWly5donr16vL+Cxcu0LJlSy5evIiXlxfx8fFUrVr1pRVRSUlJ/P7773z55ZdSGJYoUYLx48dLDxhAjhw5HDruy75qz7i1d/r0aZYsWcKSJUvk30y6dOkYPXo0AK+//jpt2rQxO0omNaZ7Y7TX5O7u7pIhw0pIOY5DQmrevHlWH9+xY4fJz1OnTmXq1KkOn5RCoVBYon17WL7csHrP2HieNSvMnm14/PRpg5A6e/YsQggTMVOiRAk2b95stSJ1584dIiMjzdoKihYtyq5du0wqUjExMTRo0ICQkBAKFixIjRo1WJJ8qvJLxOHDh+nZs6cUonnz5mXMmDH07NlTroJ0Vki97Kv2NDE3efJkme0EhoDR1q1bm4hza+IhNZU5Y4yN5q4Q7UpIOc6rmY6lUCheadq3h6tXYft20BYGDxliuB8MYsfd3Z1Hjx5x69Ytk301w7m5lXsZM2aUwsDSohhzK/d8fX357rvvqF69OgcOHHC6YpJWyJEjBxcvXiRLlixMmTKFCxcu0KdPH5MoCU1I5cyZ06Fjv4weKWOPmzba5ebNm3h6evL666+zaNEiwsLCWLp0KU2aNLHreM9CSLkC41l7ruCZCKknrUzAMN7A+OcXgBJSCoXipcTdHRo0gFatDD8b26G8vLxkdcnSzD1bw4st+aQ0IXXhwgVCQ0Pl/V26dGHv3r0OC4u0QPIA0vz587Nq1SouX77MJ598Yvaiqr12RypSqRUQz7MiJYRg//799OvXj5o1a0oxpbUmR4wYQWhoKH///Tddu3Z1KA7h0aNHctWjq1p7rkrHT/MVqZUrwdge1LIlFCxouP8FoYSUQqF4qdHinpIPTdBM0Ml9UlpF6tKlS04NL9YiEI4dO0aVKlUICQmRj7m7u5vdJ61y//593n//fZnCblyla9mypcWLc2JiohQUjgipyMhIpwVEbGysXFH2LHOkbt++zaRJkyhdujS1atVi7ty5HDx4kMOHD8vHAfr06eP0eWhi0s/PL9WVn/+UkNLGGiSrMnPrluH+FySmlJBSKBQvNZqQOnPGtMKvCankFam8efPi7+9PYmKi2Xl4trKktFV7sbGxhISEsGvXrtS+hOdOUlISs2bNonjx4iYDk7V4B1vcv39fes8cEUSagPD393dYQGjVKDc3N6faWElJSdIobk50HDx4kNatW5MvXz4+/fRTzp49i5+fHz169GD79u0EBgYSFRUl4w9SM0PWVW09+A8JqZRjDZ6i3Td48Atp8ykhpVAoXmoKFwYfH4iNBePxdpaElDa8GMy396xVpGJjY+nVq5f8edasWXTp0iW1L+G5snfvXqpUqcKAAQMIDw+nbNmy8rHAwEC7jqH5o7JmzWrim7JFalbsaUIqU6ZMTg2/1UQUPBUdxhXJiIgI1q5dS1JSErVr1+aXX37hzp07/PbbbzRo0AA3NzeZD6alkTtLat6H5PxXhJR+505O3bzJfKAfsCL5BkLAjRuG8QfPGSWkFArFS427OzyxPZm097SYFWvDi80Zzo2zpIxNxnFxcbz55pts2LBB3mePsTgtxAGYmgABAABJREFUERsbS4cOHTh27BiZMmVi+vTp/P3334DBV2Zvq+pFrNjTjOapzZDy9vZm9uzZVK5cmVGjRsnHGzduzLhx4zh79ix79uyhT58+KcSS1tZLTTUKXBd9ALg0jBPSppAaPHgwmVu3pizQB5gLrLG0ccrxB88cJaQUCsVLjzmflOaFunv3rrxwJX/MXEVKM5M/fPhQVg7i4+Pp2LEj69atw9fXFx8fH1e/hGdGfHy8FIQ+Pj5MnjyZd999l/Pnz/PBBx/I9yZXrlx2L59PrZBKTUXKGV+SEELOA4yLi+PDDz/k6NGjLF26VL437u7ufP755/JvwxxaRcrWdA5bqNaeKXFxcRw8eJBp06bRrVs3ihUrJluoYJiDGRkTgz9QHxgBvGXpYKn83TiDElIKheKlx5yQ8vf3p0CBAoDlmXvmKlK+vr7kz58feNree/ToEVeuXMHHx4fVq1e/NKbyjRs3Uq5cORYvXizve/vtt5k7dy7Zs2cHnKuyvAgh5WxFasGCBZQtW5a+ffvK+ypVqsT06dMJDg52KHvJ1RUpVwopV8cfPGshtX//fj766CNq1KhBhgwZqFGjBoMHD2bx4sVcvHhRmvsBBg0axLEjR3iYNy87dDomAo2TP5E21qBuXZectyM4FMipUCgUaRFrK/euXbvGmTNnqGv0AWsrAqFYsWJcv36dCxcuUKtWLbJmzcq2bds4c+YM9erVeyavwdVcuHCB5s2bA/Dtt9/StWtXs6JBq7KkdSHlbEXqyJEjnD59Gm9vb+Li4qhRowb79+93+PnBdRUprdLpitZeWq9IaZWlCxcucOXKFQoVKgQYfi/Tp0+X22XLlo0aNWpQvXp1atSoQZUqVeRj2kpZpk+3PdbgBXzJURUphULx0qMJqbNn7Vu5p/mg7t+/n6LtB08N5xs3bpT3Zc+ePc2LqKSkJFasMNhwHz58iLu7O4MHD2bHjh0WKy/OiIMXGcZpqSKVmJjIypUrady4MXv27JH3f/DBB0ybNo2hQ4cCpGpEWVquSKUVIRUVFcWmTZsYNWoUtWvXlvN3T548ybZt2+R2jRo14sMPP+TPP//k0qVLhIWFsXr1aj7//HOaNGliPpdLG2uQJ4/p/QEBhvu1RN7njKpIKRSKl55ChcDXF2Ji4NIleKKD5EUzeZaUv78/+fPn5/r165w7dy7FBU2LAVi8eDGNGjV6KQatnz59mt69e3Po0CHAsLptz549lNFUpgWeZ2svNZUYSxWp0NBQ5s6dy+zZs7n5ZGZQ9uzZqVOnDmAQxcWLF6dfv34Asm3rDMojZZ2dO3fSpEkTmRVmTOHChWWrHQz/NqdNm+b4CbZvD02agPZ6162D1157IZUoDVWRUigULz1ubvCk+GTS3rNUkQLrhnMtG0qn06W6+vC8uH37NocOHZJG+FatWtkUUfDytPaMK1JCCPbt20f37t3Jly8fX3zxBTdv3iRbtmyMHDmSSZMmpdj/xo0bAOTLl8/h59bQROerKqQSEhKkCLIkpCIjI1m3bh0jRoygevXqjB07Vj5Wvnx5kpKSyJ8/Pz179mT+/Pl88MEHADRv3tx1q1yNRVO9ei9URIGqSCkUileEMmUgONggpN54w3CfJqRu3LhBVFSUSbugZMmSbN68OYXhfO7cuaxevRqAAgUK0Lp16+fzApzAeLBy48aNmTVrFocPH2bevHkEBATYdYzUtPZelEdKCEGPHj24dOkSANWrV2fQoEF07NgRb29vs/u7UkilVly70iPlyvgDrRoFT4VUYmIiGzduZMeOHezYsYPg4GD0er3cztvbm9GjRwOG382NGzdkaC08/aJi6ffyKqCElEKheCUwZzjPkiULOXLkICwsjLNnz5oYWM1VpHbs2MGAAQPkz9ZGibxI4uPjGT9+PDNmzCA4OJiCBQsC0L9/fzp27AhAnuQ+Egs4Iw6cmbMHzgupkJAQTpw4ARh+p25ubgwZMoQjR44wcOBAu4JEr1+/Djjf2ktMTOTu3btA6ipSrhxYDK5dtacJKZ1Oh5eXF2AIsH377belkAWD+bt+/fo0aNCA+vXrmxzDWESBIdoAlJBSKBSKNI+llXulS5cmLCyM06dPmwip5KGcly5d4s033yQxMZEGDRqwY8eO53HaDnPkyBF69+7NyZMnAfjjjz/4/PPP5eO3nswhS35BM4cQwuHW3uPHj3n8+DHg+MBiRxO9z5w5w5QpU/j999/lMnpt34EDB9r93BERETLZ3NmKVFhYGEII3NzcUiWAUjNvMDmxsbHEx8cDzlek9Ho9wcHBbNiwgaCgIHm/tjjBzc2N7t27ExsbK4WTvdVOUEJKoVAoXho0IXXuHCQmgja5pFSpUuzYscNiltTly5dJSEhg+fLlhIeHU7VqVT7++OM0KaQWL17M6tWrSUpKIlu2bMycOZNOnTqZbKMNUbanIvXw4UN5IbZXSGlVGW9vb4fGpERERJD0ZEmlLQGxd+9eJk+ezP/+978Uj2nL5x1Ba+tlyZLF6dVomuDMmTNnqnLENDHpyoHFgMMja9asWcOSJUvYuHFjipWrbm5uPHz4UFZkZ8yY4fQ5xsbGAq+2kFJmc4VC8UpQoAD4+UF8PFy8+PR+e4cXjxgxgnnz5hEUFJTmPvQ1H0xQUBBJSUl07tyZ06dP07lzZ5NYA71eL4WUPRUpra2XOXNmu1+zsT/KkTBL7WKdLl06i8/1+PFjateuTZ06dfjf//6HTqfjjTfeYOnSpYAhmd0Zf1Jq23qQtqMP0qdPb1XcJSQksGvXLimawRDt8eeff3Lv3j0yZMjAG2+8wSeffAIYWneuamv/FypSSkgpFIpXAjc30CKC7Fm5p9PpUiScv/POO3Z7i54nWjUkY8aMrFy5kiVLlshkcmPu378vW2D2XPBTs2LPVRlSxsZlf39/fHx88PLy4t133+XMmTOsXLlSXtQLFy7s1MBiVxjNX7bog+vXrzNnzhzat29P1qxZqV+/vkkQaefOnRk1ahS7du3i3r17rFy5kgYNGgCuS0mH/4aQUq09hULxylCmDBw+DKdPw5tvGu7TsqQuXrxIXFycyQe6ZqgNDg6mbdu2z/187UU7zz///JNWrVpZ3E7zR+XIkUPuYw1nlvO7asVeREQEs2fPZvbs2ezbt08Ksx9//JGMGTOanNPly5eBp/lejqJVpF716IOLFy/y008/sWHDhhRfHLJmzSpfA0CdOnVk1paGVvlUQsoxVEVKoVC8MpgznOfOnZsMGTKg1+u5cOGCvP/69esEBwcDT3Oj0gq7d++mS5cuJCYmmrTrypYta3U/R9p68GIypNKlS8fw4cPJly8fI0aM4PLly8ydO1duV7JkyRRiJbVCSqtIpYXWniujD7S/Z01IPXz4kKlTp3LmzBnc3NyoXbs248aN49ChQ4SGhtKlSxerx3NllILGf0FIqYqUQqF4ZTAnpHQ6HaVKleLgwYOcOXOGsmXLotfr6dOnj/SM2LN8/nmQlJTExIkTGT16NHq9nqpVq/LWW28RHx+PTqez2XbUKlL2tiefZ4aUViHZtWuXNPKXLl2a4cOH07VrV6v7ukpIveytPSEEJ0+eZNWqVQQFBXHs2DHgaQWpcuXKDBo0iPr169O4cWOH5xKqipRzKCGlUCheGYxX7iUkgDZw3lhIAfz8889s2bIFDw8PEhMTnfLduJo7d+7w9ttvs2XLFgDefvtt3nvvPenfypUrF57aC7KAI9EH8PzGw0RERPD9998DBk9U3bp1GT58OC1btrTrvU9Lrb3nbTYXQrBnzx6CgoIICgqS7wUYviQIIaRfzs3NLVUr7JSQco4X/+mhUCgULiJ/fkiXziCijFfuGc/cu3jxIsOGDQNIM0OIt2zZQoUKFdiyZQt+fn4sWLCAhQsXki5dOjk/zh4R4Ej0ATzb1p4WkwCGVpF2/h9//DG7du2idevWdgvY1AgpvV4v38O0MGfPntZektHkbZ1OR79+/fj++++5fPkyPj4+tG3bll9//ZX+/fsDmF144AyuDPfUUEJKoVAoXiJ0Ousr906fPk2vXr2Ijo6mYcOGVKpU6QWcpSnR0dG89tprhIWFUbZsWQ4fPkzPnj3l4460pRytSD2L1t7NmzcZMGAAAQEBHDlyRN6vmd+bN29u93OBYcbew4cPAecypMLCwuxujVpCCPHMK1IPHjzgjz/+oEOHDuTNm5eYmBj5WK9evejRowcrV67k3r17BAUF0atXLxmM6iohpSpSzqFaewqF4pWiTBk4dMggpDp0MNynCalz584REBBA+vTpmT9/Pj/++OMLPFMDXl5e+Pr68tZbb/HDDz+kCGnUhJQ9adKOms1d2dq7ffs2EyZMYPbs2dJ7FhQURGBgoMzqgqdBqPai7ZcrVy6nwjS19y937tw2W6OWiIyMlMGSrvRI3bx5k7///pugoCB27NghE8/BMK6oRYsWAIwYMcLssbSqnxJSLxYlpBQKxSuFOcN5wYIF8fb2Ji4ujlWrVhEZGSnn070IHj16JKsJ/v7+HD58mAIFCpjd1pmKlD2Vl7i4OMLDwwH7hZRer08hpEJDQ5k0aRKzZs2SYqNevXqMHTtWzmG7cuUKCQkJ+Pr6OjReBNLWir2MGTOmOo1cE1J79uyhSZMmJo+VKVOGdu3a8cYbb1C5cmWbx9KElKPGf0uoVXvOoYSUQqF4pTAnpNzd3SlRogQnTpzg5s2btGzZ8sWcHLB27Vp69uwpZ8Xlz5/foogC7PZIxcfHywurPRUpTRB5enqSJUsWu879wYMH0r+TPXt2hBDUrVtXLsOvVasW48aNo2HDhiap59pg6OLFizts7H8VjOY3btxgyZIlVKxYUXqk6tevj06no2bNmrRr14527dpRrFgxh46r/Q5VRerFooSUQqF4pdCE1PnzhnExXl6wefNmOdne2HvyPBFC8MMPPzB06FD0ej2rVq0CbFdK7K1IaRd7Ly8vuzKKjMWBvaNetAt3pkyZpOfpo48+YuHChYwbN46mTZuaPZYmpBxt68FTIVWkSBGH94UXF31w9+5dli1bxuLFi9mzZw8ArVq1IjExEZ1OR+3atblz506qqkkvU2vPx8fHZcdMayghpVAoXikCAiBDBoiMhAsXoGTJJIYMGcJF42V8z5mEhAQGDRrEnDlzAOjbty9ubm6cPHnSajUqKSlJtutstcSM23r2CCNHV+zFxsbyww8/AJi0t/r378+AAQOsPuf58+cBQ0XKUdJSa8/WeyWEYOHChSxevJgtW7bI6p1Op6NevXoEBgaydu1aGWWRGhH1+PFj+aXA1a09VZFyDLVqT6FQvFIkX7n3559/curUKTw8Xsz3xgcPHtC8eXPmzJmDTqfj+++/Z/bs2bJlZ01IhYaGypwrW9UQZ6MPbB1XCMGSJUsoWbKkFILGpmh3d3ebws0VFakX2dqz9l4Zvxc6nY6ZM2eyceNGkpKSqFKlCt999x03btxgx44d0vfkqE/MHFo1ytvbm3Tp0qX6eOD6+AO9Xi8XHrzKQkpVpBQKxStHqVJw4AAsWhTHgQOjAcPF6+rVq8/1PB4/fkyNGjU4f/486dKlY/HixbRu3RqAa9euAdaFlCa28uTJY1MIPoswzv379/Pxxx9z4MABwDDeJSoqymYSeXKcFVIJCQlSCL3IVPPk71VCQgJbt25l8eLFrF+/nvPnz8vByoMHD+bSpUt07do1hefJFeeiYeyPsrc1a42EhARZ4XKVkNJEFCghpVAoFC8NK1cabgB//z0buIabWx68vfMAV5/rufj5+REYGEhsbCyrV6+mfPnygKHKY4+QcuTC6+o5e6NHj2bcuHGAYWXhiBEj2LlzJ1u3bqVcuXJ2PQcY2kXaczkqpK5fv05SUhI+Pj5OGb3j4+OlCHJFGGdkZCQDBgxg2bJlcvUdGBYQdO/eHUD+1xyaMHZlRcpV/qhHjx7J/3eVkNLaeqCElEKhULwUrFxpyI4SAuAR8DUAev2XnDv3x3M7D2E4AXQ6HfPnzyciIoKcOXPKxyMiIuSFy9oF3pEMKVfP2WvQoAHjx4+nd+/ejBs3jty5c/Pzzz8DtocnG6NVo3LlyuXwBVpr6xUqVMipMT4hISEIIfDy8kqV4ND8dePHj5f3Zc+enU6dOtG1a1dq1qxp13FcWZF6VtEHvr6+TudtJcdYSGmLE15FlJBSKBSvBElJ8NFHmogC+B64CxQDegMGIaXXP9vzmD17Nhs2bAAMFyUfH58UK5a0alT27Nmthkw6Mx7GmdZeYmIic+bMITExkQ8//BCARo0aceHCBdlSe/DggXwObeSOPbxIf5SxEHVEiEVFRREWFkbhwoURQsjIgnTp0tGhQwe6du1Ko0aNHPbdpeWK1LM0mnt6eqaJeZbPCiWkFArFK8Hu3fDkOvWEFsBOoD/w9Bv26dPP7hymTZvG4MGD5c+WRppoQspV0QfgfEXq8uXLlC9fnjNnzuDv70/Hjh1llcpYwJx6EsyVP39+hy622oq9F2k0t6etJ4Rg//79zJ8/n7/++ouaNWuyadMmwsPDZfXw+vXrZM6c2alzgWfnkXIFL9WKPaNZhOzaBa+9Bu7urn0OB1BCSqFQvBI8KbAYUQ3YmmK7J2PbXM7EiRMZOXIkYPAUPX782KaQsuaPAvsvvEIIh8zmQghZXfrkk08Aw8iSMWPGpJgBp6EJqTJaUJedGIdxOoqrKlLW3r87d+7w+++/M3/+fM6ePSvvv379OjExMbKtlzdv3lSJKL1eb3eUhT24uiL10gwsXrkSnlRNAWjZ0pB5Mm0atG/vuudxgFe31qZQKP5TmLf66J7cnvJkcZXLEELw5ZdfShE1atQoOf7F0hgaR4WUrQuv8cgZWxWpqKgoBg4cSEJCAmDwrgwbNowLFy4wYMAAi/6Yf//9F3DMHwUvNozTVkXqiy++ICAggOHDh3P27Fn8/Pzo1asXu3bt4syZM/j6+nLp0qVUnYPGvXv3Uj082Zj/5HgYzQT5RJBKbt0y3K+tMnnOKCGlUCheCerWNXwxtbUS3AF7j02EEIwYMYKxY8cChqrU22+/DRj8NJYSxu0RUomJidLHZKsipVU6MmbMiL+/v9Vtb968ydy5cwGDh+vs2bNMnjxZLt+3hDMVKb1e/0Jbe8krUmfOnOHBgwfy8cKFC5OUlETNmjX55ZdfuHPnDr/++it169aVkQJaRapo0aJOnUPyc9HCOFPLy+SRcomQSmmCfIp23+DBpm2/54QSUgqF4pXA3d1Q3YeUYsr4Z1d6Xi9dusS0J086bdo0RowYwZUrVwCDP8pSvo89QurOnTskJSXh4eFhsuLPHLaM5tpFEqBkyZK0bdsWgKZNm1psPybHmYrUzZs3iYmJwdPT0+7n0Xjw4AEPn/RhHd1XQxMvp0+fplatWpQuXZqFCxfKxzt16sTp06fZt28fffr0IX369CmO4Soh5UqjOfz3PFLRmzdLE6QA/k6+gRBw44bBLPmcUR4phULxytC+PSxfbvjiamw8DwiAdOngzBnXPl/RokVZsWIFISEh9OvXD8BESFnCkQypPHny4G7DSGvJaJ6YmMj06dMZM2YMW7dupUqVKsDTi2WlSpWsHlcjLCyMu3fvotPpKFWqlF37wNO2XpEiRRxe4aa11HLlymV1ZaMljh49ypknv/Dp06cDhhR2rd0HBi+brdfjqtaeK43m8Oxae2lBSIWHh3PkyBEOHz7M4cOHOXLkCN7x8Zx78rgOuG9p55RmyWeOElIKheKVon17aNsWsmUzGMvnz4cePaBhQ9ccX6/Xy5woQCaVa9gSUjExMbKa4KowTnNG80OHDvHee+9x7NgxAObNmyeFlHZfxYoVbR4bnrb1Chcu7JCoeRHRB4mJiTRu3Jhdu3bJ+4oWLUrfvn15++23HRo8DGmzIhUdHS2HcL9KFalPP/2UpUuXyn9Dxri5ufEI0GqGrSwdxMHfrytQQkqhULxyuLuDlv9XtaprV0YPGzZMXsTMTbS3JaQ0geTv7291FZgzGVJ58uQhIiKCUaNGMWvWLIQQZM6cmW+//ZbevXsDhrRvTRg5KqQcXbH3vIYVh4eHkyVLFgA8PDzIkSMH7u7uJCUlkS1bNs6fP+/UGJVHjx5J0ZuWKlJaNcrLy8tsO9IZnseqvcjISIKDg2WV6cSJExw7dkx6xu7evSv//RQtWpTAwECqVKlClSpVqFS+POkrVDAYy4UgRbNbpzOUnuvWddn524sSUgqFQmEn06ZN4/vvvwcMIYPmxpbYElLGbT1rF3dnKlL37t2jZMmSMiPq7bffZsqUKSbtnzNnzhAfH0/GjBltrhrUeJEr9iwJKSEEe/fuZebMmaxatYp///1XzrabNGkS1apVY/jw4VSuXNnpWXRaWy9btmypXs3myoqUq+fswbNdtXfhwgVKliwp/x6MOXXqlBT0gwYNolu3blSuXNn8l4xp0wyr83Q6U9O59h788MMLyZNSQkqhUCjsYNmyZQwZMkT+XKxYMbNpzY4IKWs4Mh5Gq0i5ublx584dihcvzs8//0xDM/1M47aevRfh1GZIuVJIRUdHs2jRImbOnMnx48fl/WvXrpVhqIULF5bi0tFzNsZVbT1I2+NhIPWtvYiICA4cOMCePXsYOHAguXLlIjY2FjAsnNDEff78+WWVKTAw0GSws03PnmaC/PBD0wiEgACDiHpBOVJKSCkUCoUNdu7cyVtvvYUQgnr16rFr1y6zrZ6IiAi5vD61Qsqe1p4Qgjt37siLdK9evahcuTI9e/a06EvRhJS9RnMhhFMVqZiYGGnsdoWQevDgAd988w3z5s2T77Gvry/du3dn4MCBKdqUzoo/Y1xlNE/rYZzguJC6fv06e/fuZc+ePezdu5cTJ05I72C5cuXo1KmTFFJlypRhypQpBAYGpv6c27eHJk1Aq5ytW6eSzRUKhSIt8++//9K2bVvi4+Np164dBQsWtCiktGpUtmzZSJcundnjuSrV/Pbt27z77rv8+++/hISEoNPpKF26NDVq1LB6XEeN5iEhITx8+BB3d3eHBNGFCxekR8tSWrolEhISpAjT3mdvb28pogoVKsTAgQPp3bu39EYlxxVCylUVqWcVxvm8hFRSUhLx8fH4+voCsGLFCjp06JBiu8KFC1OnTh0pFmNiYgCoXLkyzZs3d9m5moimevVeqIgCJaQUCoXCKsOHDyciIoJatWqxaNEiunbtCpivUrgq+iAhIcFqGOfy5cvp378/9+/fl0bdEiVK2KwmCCGcXrFXrFgxh5axG7f1HPXxnD17lqSkJNzc3GSGlp+fH9999x3Zs2enRYsWViMhHjx4IN8/RwYsJ0cTUq4ymrsqjFPzSD2r1t7jx485dOiQrDjt37+fUaNGMWLECACqVq2Ku7s7lSpVonbt2tSpU4fatWunWBGpCSlNgL2qKCGlUCgUVli0aBFDhw5l0qRJNkeGuEpIhYSEIITA09PTpOrw8OFDPvjgA/744w/A0J6rWbMmP/30E1WrVrX5Wq5du8bDhw/x9PS0Ow/KWaO5M4nmYWFhzJgxgx9++AEwtMS2b99OkyZNAOTKQ1to4i8gICBVq9C033Vaij6AZ1OR0sJPe/bsyenTp0lMTDR5/J9//pH/nz9/fiIiImym6GtCytzq1lcJJaQUCoXCCpkyZeKXX34BDBUdzbtj7uJqS0glJibKi6ql+W9geuHVDO3btm2jV69e3LhxAzc3N0aOHMno0aNp/8Rga4+Q0qpRZcqUwUvLh7DB8xhWfOnSJb777jt+/fVX6asBCAwMtNmqNMfp06eB1LX1YmNj5e/BVeNhXB3G6ayQiouLY//+/URHR9OyZUsSExOl6Dlx4gRgyCSrU6eOvJUrV87kGLZEFKiKlEKhUPxn+fnnnwFStI/u3LlDdHQ0bm5uZitKtoTU7du35dgXa8GQ5i68M2bM4MaNGxQtWpSFCxdSs2ZNhBCyUuCIkLK3rQfPPvrg6NGjVKlSBb1eD0C1atVwd3dn//79dOrUyaLXzBqu8EdduXIFIQTp06d32OOVnBddkdLr9Rw/fpwtW7awZcsWdu/eTUxMDGXKlKFly5ayGgXw22+/Ub9+ffLnz5/qaAVNFL/qQsqhqVOzZs2ifPnyZMiQgQwZMlCzZk3Wr19vdZ9ly5ZRsmRJfHx8KFeuHOvWrUvVCSsUCsWzZNWqVaxatQpImamjtXry589vtqJjb/RBvnz5rHp8zEUfzJ49m48//pijR49Ss2ZNuV1YWBgeHh5UqFDB5mtzdMWeXq93qrojhLAopIQQXL16Vf5csWJFypYtS/Pmzdm+fTsHDhyQHqDKlSvb/ZzGuNponlpB4eqKlCMeqY8++ogcOXJQuXJlhg8fzqZNm4iJiSFXrlxUqlSJhIQEwsPDAcPfe48ePWxmnNmLqkiZISAggIkTJ1KsWDGEEPz222+0bduWo0ePmv2D3bdvH127dmXChAm0bt2aRYsW0a5dO4KDgx3+dqNQKBTPmitXrpj4cKpXr27yuDV/lLFASG30gbad1mYBw0Xzu+++M9lOq0aVLVvWrouVoxWp69evExUVhZeXl0PtrbCwMCIiItDpdHK/xMREVqxYwaRJk7h27RrXr1/H398fnU7Hvn37ZKvo4cOH8n22V/AlJy2t2IPnU5G6e/cu27ZtY/fu3UybNk0K9cjISO7fv0/69OmpX78+TZo0oUmTJpQuXVqKJU1IWUvadwYlpMzQpk0bk5/Hjx/PrFmzOHDggNk/2GnTptG8eXOGDRsGwLhx49i8eTMzZ86UpXOFQqFIC8THx9O5c2ciIiLImDEjERERJmGBYF1IhYWFER0djU6ns+h/stdovmTJEsDQVtu7dy+1a9c2u+3hw4cB+9p6Dx48kM9vT/UKngqSEiVKOLTaTKtGFSxYECEEP/30E9999530l/n6+vLPP//QoEEDwNRvo4m9AgUKkDVrVrufUyM8PFyGP6ZmxZ6rMqTAtRWpmJgYHj9+DMDx48f5+eef2bJli0k4ae/evQkMDARgyJAh9O3bl6pVq1r8HWpCylKURGrOFZSQskhSUhLLli3j8ePHssycnP379/Pxxx+b3NesWTOCgoKcfVqFQqF4JowYMYJ//vmHzJkz4+/v77CQ0tp6efPmtRgTYEtI7dixg86dO3P/vmG2/ciRI6lVq5bFc3bGH1WoUCG7x4CkdsWeh4cHBQoUkBWUrFmz8sEHHzBw4ECLvqPg4GDA+bae1orMly9fqubQuaoi9azCOIEUWU7ly5encePGJr/f8uXL2zymElKpw2EhdfLkSWrWrElsbCzp0qVj1apVFlX/nTt3ZAaIRs6cOeW3BUvExcXJGT3wNN9CoVAongUXLlyQX/B++eUXeYFyRkg5E30ghGDKlCmMHDmSpKQkAHQ6HaNGjbLoVdHr9bIiVaVKFauvD5wzmqd2xd6FCxcAQ2Xqk08+oXfv3jZXe6VWSLmirQeuq0ilJowzPj6eXbt2sWbNGtq3b0+9evVMrp/58+enadOmNG7cmEaNGqW43tqLlhT/rISUij9IRokSJTh27BgREREsX76cnj17snPnzlSVUJMzYcIExowZ47LjKRQKhTUiIyNxd3fno48+omTJknK1VnIzr6uEVPLWX79+/WTEQv369dm5cycVKlSwumLt4sWLRERE4OPjY1fFyFGjOThWkQoPD2fHjh20b9+eo0ePAoYORI8ePejUqRMeHvZdbtKCkEpISJB+N1dFH9gbxhkWFsa6detYs2YNmzZt4tGjR/Kc6tWrJ6tbFSpU4OjRoy4xhT+ripRatWcBzXQYGBjIhAkTqFChAtOmTTO7ba5cuQgNDTW5LzQ01OzEdGNGjhxJRESEvGl/iAqFQvEsCAwMZP/+/UyYMEFWUYoVK2ZykYqMjOTevXuAc0JKCGGxItWxY0d8fX2ZPXu2FBCWLBMaWjWqYsWKdl2gHa1IJSUlcebMGcC6KHn48CFfffUVhQoVolOnTpw7d46DBw8CMHnyZLp162a3iHr8+DFnz54FXqyQun79OomJifj4+KR6pIu9RvOHDx9So0YNcuXKRe/evVmxYgWPHj0iZ86cvPPOO7Rr1w5ACqkiRYq4RESBMpunllTnSOn1epM2nDE1a9Zk69atciI3wObNm21+QHh7ezs0ikChUCicQcsugqc+I2MhZYxWjcqePbtZ740tIXX//n15YcmXLx+3bt0ib968ALz22mtcuXKFnDlzys9Ha94ocMwfFRcXJ71D9gqpy5cvExsbi6+vr9nX9OjRI6ZPn86UKVNkDlG5cuU4fPgwUVFRpE+f3mExc/z4cYQQ5MmTx+YXbku4clhx4cKFZSCqs5gzmsfExLBt2zY5LxEM0QNhYWEIIahcuTKtW7emdevWBAYGmpyDJqS0vx1XoDxSqcMhITVy5EhatGhB/vz5efToEYsWLWLHjh1s3LgRgB49epA3b14mTJgAGPIr6tevz3fffUerVq1YsmQJhw8fZs6cOa5/JQqFQuEAZ86cYeHChQAm3hJNSCVP5LblmbE3QypnzpwMGTKExYsXc+TIEXm8nDlzEhcXJ1tbtr5wOiKktJEfWbJksdvwrLX1SpUqZZJ5FR0dzcyZM5k8ebI0xZcqVYoxY8bw5ptvys/36tWrW83KMkdq23r379+XXRB7R+CY41lEH2TMmJHZs2ezZs0atm7dSkxMDBkzZqRnz554enqi0+n4448/KFCggFWRpIRU2sMhIRUWFkaPHj24ffs2GTNmpHz58mzcuJGmTZsChnKosXLWhnx+/vnnjBo1imLFihEUFKQypBQKxQtFCMGAAQNkq844NNJWRcqckEpKSuL69euAbSEVFRXFzz//jE6nY/v27SbHCw4OJj4+nuzZs1O4cGGL55+YmChFhz1Gc82zVLFiRbvbQVplJ/nndVxcHN988w0REREUL16cL7/8ks6dO0vRtH//fsC2EDSHq1bs5c+fP1Ur9lwZfbB9+3YAfv31V3799Vd5f/78+WndujVRUVGypWarCgnPRkg9a7O5ElJGzJs3z+rjO3bsSHFfx44d6dixo0MnpVAoFM8SrZqukVohdfPmTRITE/H09LToqdmyZQtg8AFlyZKFRYsW0axZM5Nt9u3bBxguqNYEz+nTp4mJiSF9+vR2DQVOjdG8RIkSLFmyhM6dO6PT6cicOTOTJk3Cx8eH7t27p/A/aULKHlGQnLRgNAfnK1JCCP7991+KFi0qxcPt27cBwyrMmjVrypZd2bJlnfI4qYpU2kPN2lMoFP8pHj9+LEOCATw9PWUVKTo6WrZinIk+KFCggNl21sKFC2UIce7cudm/f7/ZLCl7qzma0Ty5f8YSzkQfnDx5EoCpU6dy7949MmfOLIXfe++9Z3afu3fvSiGaPBXeFrGxsVIIvUxCSgjBiRMnWLZsGcuXL+fcuXOsWLFCDpOOjo4GYNOmTTRp0iRV5wXPVki50myelJREQkICoOIPFAqF4pVi0aJFhIWFkS9fPm7cuEGRIkVkVUUTS5kzZ06Rqu1s9MGqVavo2bOn/Pmnn34yK6KEECYVKWs44o/S6/UOCSkhBIsXL5Ztsnv37pE3b14pCKxx4MABwOBPcvSifPLkSRITE8mWLZvTwZWuEFJ6vV4msFtq7QkhOHr0KMuXL2fZsmVSeIFhZbu2/6NHj6SPzJ7flS0iIyOJiooCSPVqQg0hxDOpSGnRB6AqUgqFQvFKsWnTJgDatWvHjBkz7GrrxcfHy9VXjgqpFi1aUL16dRkJ0LBhQ7Pndf36dW7fvo2Hh4dN35MmpOzxR129epVHjx7h7e1tsw24f/9+PvnkE1kZ0+l0TJ06lffee8+uqoKr2nrOLut3hZAKCQkhNjZWprKb4+rVq3IECxhWmrdo0YKOHTvSunVrMmTIAJiu9LQ3Td4aWjUqQ4YMVjPGHOHRo0cyBNaVQkpr64ESUgqFQvFKIYSge/fuCCEA+/xRV69eRa/X4+/vbzY9OrmQioqKws/PDzc3N3x8fPjggw84ePAglSpVsnhB1URIxYoVrV544uLi5DBje6ocmtG8bNmyVvOmkpKS6NWrF+fPn8fT05OEhATatGnDRx99ZPM5NLSK2oswmt+7d4+wsDDANSv2tDbtoUOHWL58OTExMcyYMQMw/J5r165Nrly56NixIy1btjRrbtf+nlyx+g+ebVvPx8fHpYJHE1Kenp4Or9582VBCSqFQ/Kfo168fY8aMoUePHoBjRvPChQubrZYYC6mbN2/SqlUrmjdvzqRJk4CnIqlevXoWz8vett7x48dJSEgga9asFCxY0Oq2YN1oHhERga+vL15eXri7uzN58mT+97//ceHCBXbv3i1XZNtDQkKCrJS9yBV7BQoUSFW1RhNSiYmJFCxYUK7G9Pb25ptvvpGCaffu3TYrZ66MUQC1Yi+tkrqkMYVCoXhJePz4MQCtW7cmV65cMkHbWEhpw3YdMZrDUyGVmJhIjRo1OHHiBAsXLpTxCrt27QKgbt26Fs/PUaN51apV7WqBmfNHJSQk8OOPP1K0aFFpggdo27Yts2bN4siRIwA0aNDA5vE1Tpw4QXR0NJkyZaJkyZJ276edj1Zle5FG819++YWhQ4cChriK69ev4+/vT5cuXfjzzz/x8vKS29rz3r8MQkqlmqceJaQUCsUrz4kTJ6RwKlasGI8fP5aeJ+OLvjPRB7GxsYSEhADQv39/bt26RalSpThw4ADZsmUjPDxcroCzJKSio6Ol4HFlECeYCikhBGvXrqV8+fIMGjSIe/fusXTpUtnm1I4fHR1N9uzZHRIlmhCsUaOGw2ngp0+fJj4+nowZM1rNz7KGM0IqPDzcxET/6NEjIiIiAMOKyFWrVnH37l0WL17Mm2++6fDEDUt/T87yMkUf/Ffm7IESUgqF4hUnISGeFi1aEB0djbu7O0WKFJEXuKxZs8rVeY8ePeLOnTuAY0JKC9oEgzeqQYMG7N27VxqV9+zZAxgEW/IhyBqHDx8mMTGRPHnypBhonBxHjOb37t2TcQ46nY6mTZvSunVrzp49S7Zs2fjxxx/Zvn27SXVFC5Bs0KCBQ6ZvVwRxVqpU6ZkbzePi4li1ahXt27cnV65cLF26VD7WrVs3smXLBsD3339Pu3btUiUEXqaK1LNq7b3q0QegPFIKheIVZ82aP2TFqGjRonh6enLu3DnAtK2nXfSyZctGpkyZTI6hPWZOSE2ZMkX+f7du3Zg/f75J5UJr61nzRxmLEGtCIioqSg4Stqcidfz4ccDwmurUqYMQAi8vLwYPHsyoUaPMGt+NhZQj2OvxMocmpIxXwjmK5pEyJ6SEEBw4cIDff/+dv/76S4oHMLz3vXr1AgwXfa0dW65cOafPBQytZC2M878spP4LFSklpBQKxStHUhLExwMk8eOPE+X92kXWnJCy1IaxlSukVbHKlCnDH3/8kUII2SOk7F3tFhwcjF6vJ2/evOTOndvqtvB0xV6lSpXYtm0bHTp0YMKECRbH2MTFxclzsRTTYI47d+5w9epVdDod1apVs3s/jWe5Yi8mJoZKlSrJ3zkYQlHfeust3n77bRPBpLVgAwICUu0Z0sR31qxZXeY/UmbztIlq7SkUileKlSuhYEF4+BBgGaGhFwBDhUi7yFoTUsmHFYeEhBAXF4e7u7vZtpt2AR86dGgKEfXo0SMpEiwJKSGE3flLxkZza+zZs4dp06ZJEde4cWMuXLjAkiVLLIoogIMHDxIbG0vOnDkdMoxr51+2bFmZoWQvSUlJ0seVWqN5wYIFSUhIYO3atfIxX19f8ubNi5+fH2+//TabNm3ixo0bTJ48OUXVSRNS5cuXd+o8jHF1Wy8xMVEOZP7Pm82f5F4BsGuX6c8vAFWRUigUrwwrV0KHDmDwTuuBb548khO4zuPHpQHHKlKaP6pAgQIyh2nevHm0bNkSPz8/KW4aN26c4nz2799PUlISBQsWJF++fGbP+dKlS9y9excvLy+bQsKW0fzevXuMGDGC+fPn4+7uLleZNWvWzKqA0nDWH5Watt758+eJjo7G39/faVO2tuIvLi6OXLlykZCQwM2bN2XVbs6cOeTMmdNmLIJ2nLQopO7cuYNer8fd3d2i184ZXrrW3sqV8OGHT39u2RICAmDaNHgylud5oypSCoXilSApCT76SBNRAGuAk0B64BEAixeXIjFROCWktLbet99+y7vvvkujRo3YuHEjer2eYsWKmRVKjvijAgMDba4Ks2Q0F0KwYMECSpYsyfz58wFo3rw5MTEx5MqViwoVKlg9roY2yNmRth64xmhesWJFh4Mbr169yueff86nn34KGAYEx8XFUbp0adkGA8Pvzp5sKVcKqWe1Yi937twuDbh8qVbtad+UjH63gOHnDh0Mj78AlJBSKBSvBLt3w5MFak/Y++S/vYAHgI7Q0BIEBd0mKipKruDTsEdITZo0ieHDhwPQpUsXWYlp1KiR2XNy1GhujfDwcHkuxkLq9OnTNGjQgN69e3P//n3KlSvHnj17KF3aUH1r1qyZXdWl2NhYeS6OCKn4+HhZlXueQZxBQUEULlyY8ePHywiDli1bcvToUU6cOGHXqkZj9Hp9mm7tPQt/FLxEFSmjb0oi+WPat6fBg19Im08JKYVC8UrwZIGUEZOAYKDJk58LAH4cO2aoRhUqVEi2viIiIrh79y6Q8sKniZdr167JyseYMWP48ssv2bZtG2C+rRcbG8uhQ4cA1xjNNbFSpEgRedGLjo6mXr167Nq1Cz8/PyZPnsyRI0eoXbs2GzZsAAyVKXvYv38/cXFx5M6d26EqytGjR4mLiyNr1qxOVV/sFVLXr1+XQaFgaD/6+vrSsGFDWaH58ccfqVixolMRCteuXePRo0d4enqm8Mk5gxJSqYs/EEIQFhbGjh07+OmnnxjUoQONbt4kF4Z/1WZ2gBs3DN+onjPKI6VQKF4JzC9iqwQcevL/BqN5dLTltl6uXLlSzEzThNT69esBGDt2LF988QVhYWGygmEuKuCff/6Rnh1LF9NHjx7JYzhjNPfz82P06NFs3bqV6dOny+yqW7ducfLkSZkdZQ/GbT1n86McFTB6vd6qkEpMTGTdunXMnj2b9evXU6VKFSlOM2XK9H/2zjq8qeuN49/UaKkhbfEWd3e34u5uQ8fwwRhjuAwZDBkMNhju7u5QdHgLLdAWCnWoe5L7/v4I5zRpkjZJb/qD7X6e5z40yb3nnHsTct+88n3x7t07vH79Gg0bNoSbm5veJsOGwMJ6FStWzLQnoSEkJSVxw+dLFuME0qv2/l/J5kSE0NBQODo68v97e/fuxYQJE/Dp0yedx7wEoFcoQ/sXldmRDCkJCYl/BU2aqHJOg4PV86QA1dcuAFRAsWKAUml4axggXZ8IABYtWoSff/4ZQHpidtWqVeHq6qp1nHpbGH0Gxv379yEIAtzd3VG4cOFMz4/lR/n4+ODChQto06YNAGDChAmYqJ58C+D8+fMAgLp163LB0azIrn6UKWG9wMBAxMXFIVeuXBqyBe/fv8fff/+NzZs3a+Q6OTg4ICEhgec7ubi4YOfOnQBUiuqminkC4lbsMeM7b968onl6zGFIpaSk8LCouUN7giDg/fv3ePHiBd9evnyJFy9eIDY2Fvv27UPfvn0BqIzkT58+QSaToUSJEqhYsSIqOjig4r59qAigYmYTGyALIjaSISUhIfGvwNJSVbjTq1fGV9INqdWrgU2bVB4pQ1rDhIaG8hvN3LlzuREFINOwHiBufpQgCNzQef78OSZNmgQfHx9YWFjoNB6MDeslJSXh7t27AExPNM+OEGfVqlW5F2jBggWYP38+BEEAoDKWhg0bhlGjRukMud27dw8AUK9ePaPnV+dLrtgDzKshZWFhYbRsRWaEh4fzHyfMkDp58iS6deumc39LS0suXgoAjRs3xuPHj1GuXLl0j5ZSCdy6peuXkgqZTPVLKpN+luZCMqQkJCT+NfToARw6BAwcCHwuGgIzpBYvroAePYBp0wyv2Ltw4QIAVUXZvHnzNF67fPkyAN2J5gqFAl5eqmR3QwypzIyQwMBA9OvXj/eAq1u3LjZt2qS3n51CocDFixcBGJcfJZfLUbRoUb2NmXXx/v17fPjwAZaWlgb3/lOHGVLq3qiqVatCEAQ0b94co0ePRo8ePTKtZmQGYP369Y2eXx1zGFJihfUA8zcsNrY/IqAKy3348AGPHj3S2FgnASDdkKpQoQKsra1Rrlw5VKhQQeVl+ryVKVNG4z12dHTUaLINQPOXkkymaUyxHxOrV6v2y2EkQ0pCQuJfRY8eqh+mb94A06YlYMUKVXPib7+tgJSUFLx9+xZA5obUs2fPEBQUxENkHTp00Jjj3bt38Pf3h6WlpU5D6fHjx0hMTESePHlQuXJlnesUBCFTjxQRYfPmzfj++++RkJDA13fnzp1Mb3r3799HTEwM8ubNa7Bxk93+elWrVoW9vb3BxxERbt26xaUa1Fu2sF6A6u+PPsLCwvDu3TvIZDKjq/TUSUpK4p+B7LaGAdI/T2J5pIjo/94ehoi0FP6fPXumbfBA1dfRwcEB8fHxyJ07NwDVtUhMTMxe/hn7pTRxoqYEQtGiKiPq/6QjJRlSEhIS/ypSUoDP3/fw9PTFihWAm5sb8uXLB29vbxARnJ2dNUQN1Q2p4OBgdOzYESEhIdw4aNu2rcYcLKxXp04dnSER9fwofUbPq1evEB0dDVtbW506T5cvX8bo0aMBAM7OzoiNjcXYsWOz9BywsF6bNm0M1htihpS5w3ppaWk4ePAgVq1apVGBp1Ao+N9WVlYGGVFAelivUqVK2QpNvXjxAoIgwMXFBQULFjR5HIbYob24uDgkJiYCyJn2MEqlEn5+ftzD9PjxYzx+/BixsbEYMWIENm/eDEDlZbK3t0epUqVQs2ZNvlWrVg19+/bFmTNnuCFlYWFhktdLix49gFatANYn8swZoE2b/4sniiEZUhISEv8qfH0BQQDy5QMiIlRhPV2tYZjn5dOnT/yGUqBAAbRt2xYfPnxAiRIlEBgYCEdHRy2PkRj5USxJu06dOlyGQR1PT08MHDgQ5cqV42HFrl27Znn+xuZHJSYm8ko4cwpx/vbbb1i5ciUP++TKlQupqalwdHTEqVOnjJqXYY78qOwkrDPMJX3g7OxslOcvK5hHSr2yLjk5Ga6urtxwU4e9ZwwbGxtERUXp/Pyy48VcL0fdaGra9P9qRAGSjpSEhMS/jM9t11CpEuDrq9+QYjBvVOHChTFs2DA8ffoUbm5u6NmzJwBVDpR6OIKIMs2PEgQBNz9r2RiTaP7p0yd8++23vORbJpNh586dKF68OARBQJUqVVCyZMlMzz0yMpLLJGT0ounDy8sLCoUC7u7uKF68uEHHAKqKL5bjZIgh5ePjg5CQEBQqVAiLFi3iwqaenp4mK3WLlR8lZsVecnIy3r9XhZO/ROmD0NBQHDlyBNOmTeMGunplqp2dHQoXLgx7e3s0btwYEydOxNatW/H06VPEx8fzKkmGLiMKAC/SYB6pfzOSR0pCQuJfhbohxW4QhhhSRIRz584hd+7cOHXqFKZNmwZA2yDx8/NDaGgocuXKpdOA8PHxQXR0NOzt7VGjRg2961QPi50+fRojR45EWFgY4uPjsXv3bgAqY+r48eMADPNGXbx4EUSEatWq8T5zWaEe1jPGG/Pw4UPI5XIUKFBAo48fEeHixYtYvXo1Fi9ezK/BDz/8gObNm6Nv376wsbHh19VYLxhDqVRySYgvqWKP5RE5OzsbLD2RFWIYUuPHj8eZM2cQGBio9VpycjKIiL//N27cgJubW7ZCcZIhJSEhIfGVom5IXbliuEcqNDQUMpkMe/fuRbly5XjoTV9+VKNGjXSKDbKwXsOGDfUm1sbExMDn80IPHDiAPXv28HVOmTKF75eSksJDdfpKx9UxNqwHiNNfTyaTITk5Gbt378bq1av5ubm6umL79u0AVHITTHIiLS0Nt27dAqC/vU5WvHjxgmtKsXY4pkBEePr0KQBxEs3Vw3pihAkBww2p6Oho3L17F7dv38abN2+wd+9e/lpgYCACAwMhk8lQpUoVNGzYEC9fvsT169cxbdo0jbWKkSdm1tDeF4ZkSElISPyrYIZU2bJpXBixQoUKINLdrJjp3QDAmjVr0KVLFxw/fhwKhQKlS5fWCqdlFtYDYFBYj+X2WFlZYc+ePZDJZJgyZQoWLVqkYZxdvnwZiYmJKFq0aJYtVARB4FWGhhpS8fHx3KtjqhBn5cqVMWfOHGzYsAEfP34EoBLOHD58uJZQKOP+/ftISkqCq6srKlWqZNS8DHYN69Spk60mvmFhYfj06RMsLCyyZZAxxG5WDOg3pAICAnDt2jXcvn0bd+7c0QjRAcCKFSv4MTNmzMDkyZNRr149npjPjHP1wguxkDxSEhISEl8hSUnpFXu2tq+hVCrh6OiIIkWKIDIyEjExMZDJZBpJwI8fPwYALF68GBMmTACQrgye0RulLoypK9GciAxKNP/zzz8BqKrVihcvjm3btqFZs2Za+7GwXpcuXbL0bjx58gQRERFwcHAwuIru1q1bUCqVKFGihFHtVYiIe6S2bNnCE8jd3d0xceJEjBw5Es6sqkoHpsotqCO2flSZMmVEuembU4wzMTERKSkpvH/dqlWrsG7dOo19y5Qpg4YNG6Jhw4Ya59NEh1Al6y/p4uIi2loZkiElISEh8RXi66vS6XNxSa/YK1++PGQyGXx9Va1hPDw8YGdnh7S0NAQGBuLVq1ewtrbG+PHj+TjMkGJtWBhPnjxBdHQ0HB0ddeoW+fv7IzQ0FDY2Nqhbt67edTKvRZMmTXD69Gmt/n6Aymg7ceIEAOPCep6ennoTgDNiSljvwYMHyJs3L8LCwmBlZYUxY8bg/PnzmDJlCrp16wYrq6xvK8yQMjWsB4hXsSdmojkgniGVlJSE27dv48qVK9wLunr1avTs2RONGzcGoDJEnz59yg2nBg0a6GxXpA9mSBlzjCEQkWRISUhISHyNqOdHvXypOz+K5elMnjyZ39CbNGnCwx1v3rxBQEAArKystAwMlh/VrFkznQYD80bVrVtXq+u9t7c3KlWqhNevX8Pb2xsWFhY4evSoTiMKUBkK4eHhcHJy0umtyogp+VGG9tcjIly7dg2LFi3ClStXMGLECACq/Kiff/4Zc+bMMXjOlJQUHhY0NdE8Li6O52F9SYnmQPZDe7du3cKsWbNw584dpKWlabzm5ubGw6cA0LNnT15dagrmMqRSU1N5ix8pR0pCQkLiK8IQQ6pcuXI4fPgwNmzYwI/r1KkT/5t5oxo1aqRl5GSVH6UrrCcIAhYvXox58+Zhw4YNCA8PBwC0bt0606ouFtbr0KFDlh6m2NhYvcnxmR3DRDH1GTREhLNnz2LRokU8lGdlZcXPs1OnTkbnJ925cwepqakoVKiQzt55hvDPP/+AiODh4ZHtxGhmSImRaJ6SksKlD7LySCmVSjx+/BhXrlxBvXr1uLFsbW2N69evA1DlRDVv3pxXcfr6+iJv3rzZXicAyOVyxMTEABDfkGLeKAA6CzL+bUiGlISExL8GdUNq0yaVIcUSiJkhlT9/fu5RsbCwgCAI6NixIx9DX35UWloaTyQ31JCKjIzE4MGD+ZhPnz7l+7BO9/o4duwYAMPCepcvX4ZSqUS5cuU0pAgy49atWxAEAaVLl0bRokU1XiMiHDlyBIsXL+Y5ZLly5cLIkSMxfvx43hZE/boZinpY7/+dHyWXy3mCthgeqcDAQBARHB0dtYwTIsKLFy9w5coVXLlyBdeuXeOGzKhRo7ghVatWLfz5559o0aIFSpcuDT8/P+zevRtOTk7IkydPttfIUNcrM6RFjDEwQ8ra2jp7LWG+EiRDSkJC4l8DM6QqVBC44ZTRI7V3717ExsaiXLly8PPzQ+nSpblnJC0tjd/oMxpSDx48QGJiIlxcXHR6L96/f4/AwEBYWFigYcOGuH37Nvr06YPg4GDY2dlhw4YNqFOnDv744w9YW1tnaiD5+fnBz88P1tbWaN++fZbnbY6w3vLly/H48WPY29tj7Nix+P7771GoUCGcOHECqampKF68uElVbiw8ampYD0g3pLIb1vPz84NcLoejo6NRyfb6UG9WrG4kxsXFoWzZstwbyXByckLz5s01EsGtrKx4ayAAvDdk8eLFRZNTANLDevnz589W1aMumCH1XwjrAZIhJSEh8S8hMRFgWoNOTu+QnJwMGxsblChRAmlpaVwo8eXLl8iTJw+qVq0KPz8/jbDenTt3kJCQAFdXV61mrCys16JFC51ChcxbVaNGDWzatAk//vgjFAoFypUrh4MHD6JKlSqYO3cuAJWRllmIhoX1WrRokWUPOSYkCphmSLVo0QJpaWnYtWsXevTogTx58kAmk2H+/Pnw8vLCpEmTNKq6Tp8+DUDljTL2xp6YmMiTxE1NNCciPoZYFXtVqlQRpQ8cC5VGRUVhxIgR+PvvvwGAe5Pi4uLQuHFjtGzZEp6enqhRo0aWyfnqhpSYmCs/CkjXkPovJJoDkiElISHxL+FzShTc3IDwcNWDsmXLwsrKCr6+vlAqlXzfTZs28So9XWG9Nm3aaN1YDe2vV6FCBUybNg1EhL59+2LTpk1wdHQEEWH//v0AgD59+mR6LsaE9V6+fIn379/D1tbWoKR0QCUIykJ2gYGBKF26NN6/f4/Q0FD8/PPPAFRGWUbDjIi4IaVugBrKrVu3oFAo4OHhYXAIMiNv375FREQErK2tM1WON4TsVuwJgoB//vkHp0+fxpkzZ3h7nrdv32L//v3YsGEDz287deoUihUrhly5chk1BzOkxPCYqWNOQ+q/VLEHSIaUhITEvwRDEs1z5cqFESNGoHjx4ggPD4eDg4NGYri+/KikpCSebJ1VflSvXr1QqVIlODo64rvvvuNem+fPn8PPzw+5cuXKtN1LeHg4D1116dIly/Nm3qhmzZoZnNh74cIFEBEsLS0xa9YsAEChQoWyFGZ8+vQpgoODkTt3bqMFPAFNL5ipMG9U9erVtSojjSW7FXvdu3fnEhXqdOrUCRMmTNAwxk2VQ/gaPVL/NUNKalosISHxryAzQ4qpd3ft2hUrV67kXpXWrVtzj0FERARvwptRP8rLywtpaWkoVqyYzhvipk2b+JyNGzfGjBkzMG7cOI3QF/NGtW/fPtNw3cmTJ0FEqF27tkG91YwN623YsAHffPMNAFXlmIeHBzZs2ICAgACMGjUq02PZdfP09DTJiBFDP0qs/CjAsIo9IsKzZ8+wdOlSNG3alBsggKqy08nJCb169cKWLVt4uHbBggVo06aNQZpaWfE1G1JSjpSEhITEV4S6IbVzZ7ohpVQqec5R586dYWtri1OnTgHQDE9dvHgRgMrTUaBAAY2xWVgvY6UZEWHx4sWYPXs2AKB27do6JQ3Uw3piVuslJibyUnlDZQ9u3brFb3QTJ07EihUrDK6s0nXdDCU2NpaHvsTwSGU3PyoqKgofPnwAoG1IJSQk4PLlyzxkx5TFAZXXctCgQQCAcePGYcqUKbC2tkZYWBiGDx8OCwsLrlUmBl+jISXlSElISEh8hTBDqmJF4iXtJUqUQOXKleHr6wsLCwt07NgRYWFh/IbeoUMHfry+sB6gWz8qNTUVo0ePxo4dO/hzw4YN07m2x48fw9/fH3Z2dpkaIQkJCbh06RIAZBr+Y1y/fh1paWlwd3fXefNmOU0VK1bkPQO7du2KPXv2wNHREcuXLzfYiIqMjORGjPp1M5SbN2/qlVswlNTUVO41FEvR3MPDQ6Odzblz59C1a1cNMUw7Ozt4enqiQ4cOGp8BdY8LEwgtVaqUaNpJycnJvNLvazKkpNCehISExFdGQgLw7p3qb1fXcN5T7/jx47w1TJMmTZA3b16cPXsWgEqvh4k5CoKACxcuANA2pGJiYng1FruJfvr0CW3atMGOHTt46bi1tTX69++vc33MG9WxY0c4ODjoPY/z588jNTUVJUuWNKiZr3pYL2MF3a1bt9CkSRN07tyZe8wAVZgSUHm8jEl8Pnv2LIgI1atXN8kQEiOs9/TpU6SlpSF//vwoVaqUyeMA6RV2FhYW2LlzJ3++evXqSEtLQ8mSJTFhwgScPXsWUVFROHnyJMaOHYvChQvrHI8ZUqY2YdbFu88fakdHR9GEOBlSaE88JI+UhITEVw9rel+wIBAWpgrrFSlSBCtXruT7sFYausJTz549Q3h4OHLnzq3V8Pf69esQBAFly5ZF0aJF8erVK3Ts2BFv3ryBk5MT2rRpg0OHDqFz5846hQ2JCAcOHACQdViPhSC7detmkLSArvyop0+f4ueff+b5TLa2tnB3dwcRgYhw8OBBAFlXDmZEXfbAFMTWjzJFUykpKQnnzp3D4cOH+XUIDAzE9u3bMXjwYABAwYIFERgYCA8PD6Pm8Pb2BiCuIWUuDSlAalgsJpIhJSEh8dWjK9E8JSVFIzzDwjUsF0qX7EGLFi20vDQZZQ/Gjx+PN2/ewMPDA8ePH+dGzJAhQ3Su7f79+3j79i3s7e0zDYkpFApu5BkS1vP398fr169hZWWFli1bwt/fH3PmzMHevXt5Rd7IkSMxe/ZsnrR+69YthIaGwtnZGa1bt85yDoZcLudGmyn5UZ8+fcLTp08BZN3XLzNMzY8iIgwaNAjHjh3TaF8CAK1atcKkSZM0njMljMY8UpUrVzb6WH2YKz8KkHKkxEQK7UlISHz16DKkPn78yKumatasCXd3d9y8eRPx8fEoUKAAatWqxY/XF9YDtPOjtm3bhp49e+LevXsIDQ1FWFgY8ufPr1eBnHmjOnfunOmN5ebNm4iOjkb+/Pm1vGK6YMZfw4YN4ezsjD179mDPnj0gIvTr1w8vX77Exo0bNSr/mBema9euRoX1vLy8EBcXBxcXF9SpU8fg4xjXr18HEaFixYrZ6o1naMXep0+feNI+oGqDEh0djaSkJBQvXhwTJkzgHp6tW7eaZByqQ0RmCe2Zy5ASBIG3iJFypLKPZEhJSEh89agbUiyJGADPo2EeHubx6dChA9f4SUxMxK1btwBoG1Lh4eH8BslCUoULF8ahQ4dQoEABnmg+YMAAnY2FBUEwOqzXuXNng8rmT548CSA9rDdlyhT069cPjx49wt69e1GmTBmN/ZVKJQ4dOgTA9LBe+/btTWonIoZ+VGRkJFenr1u3rtbrYWFh2LBhA1q1aoUCBQqge/fuCAoK4q8vWLAADx8+REBAAHr27AkiQpEiRUxOfFcnODgYsbGxsLS0NLkRsy7MZUhFRUVBEAQA5g3tSTlSEhISEl8JugypIkWK8BsRkxLQledz7do1pKWloXjx4lrGB/P6ACqvlXoyeVxcHI4ePQpAf1jvzp07+PDhAxwdHTPVeSIibkhlFdZTKBRYv349D7Ux48/BwQF79+7Ve5yXl5dJYT0ge7IHgDiJ5iysV758ed68NyQkBAcOHMDhw4fh5eUFIuL7V6tWDaGhoXB3dwegkqbIOJYYWlRAelivbNmyRiuXZ4a5pQ+cnZ11/gDILv+10J5kSElISHzVxMUB79+r/nZxCUdUVBQAYOTIkZg/fz5KlCiBKlWq4NWrV3j9+jWsra01DAl12QP1hN74+HhMnz4dgKqySy6Xa8x76NAhpKSkoEKFChphQnVYtV7Xrl0zFbB89uwZ3r59C1tb20yNnGvXrmHSpElcSNLKykpL80ofLKzXrVs3o26e/v7+8PX1haWlpZZQqSEwr55MJjO4hY0umPGj7o26ceMGpkyZwh/XrVsXPXv2RI8ePTJVEjeXISVmWA/4OjWkgP9eaE8ypCQkJL5qWMVeoULA1asqD1GdOnU0vFEymYx7o5o2baqhLK5LPyomJgatW7fmGj6rVq3S8jqxsN6QIUN0VlSph9IMDeu1adNGZzjk3bt3+OGHH7gxZGVlBYVCgenTpxukfi5GWK9JkybcE2QM165dA6Bqw6JLrNQQAgICsGfPHgCq94bBdJ26du2K7t27o1ixYgaN9zUYUl+rhhQghfYkJCQkvipYWK9UqWBs27YNgKoH2ooVKwCkh8p0hfXevn2LV69ewdLSkoedPn78iDZt2vCmviw5WZ3AwEBcv34dMpkMAwcO1LkuViGXJ0+eLD05mYX1nj59ivr16yMlJQUWFhYYNGgQ1z1irV6y4tatWwgLC0OePHnQqlUrg45hZFf2wNSw3qdPn3DgwAHs2rULt2/f5s/7+/vzv52cnHgxgKEEBwcjODgYFhYWej2JxmIO6QOW32UODamPHz8CkDxSYiEZUhISEl81zJD6+HEmfH1VngZ3d3dERUUhf/78aNSoEeLi4nhTYV2yBw0aNICzszMSEhLQvHlz+Pj4cK+PeoUXY9euXQBUxoE+LwgL63Xv3j3TUFpQUBAePXoEmUymMwepSpUqqFq1Kuzs7LBmzRoujNmkSRODG+GaGtZLSEjgHiVT86OM1Y8iIvTv3x+HDx+GQqEAoAqtCoIAe3t7vh5TYd6oypUrZyqOaihE6Ur65pI+MJeGlLkMqf9ajpRUtSchIfFVozKk3uPVq90AgDJlyvAmxawC7uLFi5DL5ShTpoxGVVXGsJ6DgwO6du0KV1dXKBQK2NjYaIX0iIiH9YYOHapzTQqFAocPHwaQdSjtxIkTAFQNcN3c3PDs2TP069cPCQkJAFRGxNmzZ3H16lVUrVqVe930taPJSHbCepcuXeIq3+XKlTPqWAD48OEDXr9+DQsLCzRt2lTv+tQ9TjKZDDKZDAqFAjVq1MDKlSvx/fffA1BVDWa3ykzssF5QUBASEhJgbW1tsGFrCMyQ8vDwEG1MhpQjJS6SISUhIfFVolQC164BKptpOQRBCUBlYKgrhAO6w1NyuZyHhdTzoxYtWsQ1oXr27Kl147579y7evHkDe3t7dO/eXefarl+/joiICOTPn58LeeqDrbVVq1YYN24catSogf3792PZsmV8n3z58kEmk+HevXvw8/ND7ty50bt370zHZdy8eRPh4eHImzdvlmvJiPp1M8UrwsJ6tWrV0uhnR0R4+vQpfvjhB7i7u6NRo0Y8zwgA5syZAx8fHzx69Ajff/897t+/DwBGr18XhmpRGQoL65UrV87gvoWG8LWKcQI5kCOlVKb/feOG5uP/A5IhJSEh8dVx5AhQvDjQogUQHR0KYBN/rXLlynj79i3s7OzQunVrCIKAM2fOANA0pO7du4e4uDjkyZMHq1at4l/+iYmJOHLkCABg1KhRWnMzb1TPnj31hoZYWK9Hjx6Z3lxjYmK4sbF69Wr88ccfEAQBvXv3xsiRI7X237p1K5/b0dFR77jqMB2rrEKMGWENj4Hsyx6wsF5QUBCWLl2KqlWronr16lixYgVCQkKQN29evHr1ih9XoUIFVKxYEYDq/bhz5w6A7BtSCoWCN6w2Vh1dH+ZQNAf+HYaUWTxSR44Anz8bAIAOHVRfBp//z/5fICP45ZdfqHbt2uTg4ECurq7UtWtX8vX1zfSYrVu3EgCNLVeuXMZMS7GxsQSAYmNjjTpOQkLi38fhw0QyGRHAtu/Vvl+qUN++8wgAde3alYiI7t+/TwDIwcGBUlNT+TizZ88mAGRra0sA6LvvviMios2bNxMAKl26NAmCoDF3cnIy5cmThwDQpUuXdK4vLS2N8uXLl+k+jDlz5mh8N1apUoWuXr2qc9+kpCRycnIiAHT58mWDrpVCoSA3NzcCQGfPnjXoGMbDhw8JANnb21NKSopRxzKKFy9OAOjcuXN0/fp1rftAz5496ejRo5mOf+7cOQJA7u7uWu+HsTx58oQAkKOjIykUimyNxRgyZAgBoIULF4oyHqN+/foEgA4dOiTquERE1apVM+kzYSj29vYEgPz9/cUdWPs/v2qTyVTb4cOiTWWM3WFUsvn169cxbtw41KlTBwqFAjNnzkSbNm3w4sWLTF14Tk5O8PPz44/FTpyTkJD4b6BUApMmqb49VUQC2Ki2R2/uTcoY1mvTpo2GR4btl5KSgmrVqmHevHkAgL/++gsAMHr0aK3vqlOnTiEmJgZFixbV2zPuypUriIqKgqura5a6SX/++ScAwM7ODitWrMDo0aP1qpofO3YMcXFx8PDwMLhf3Y0bNxAREWFSWI+JcLZu3dpokUmlUont27fj7du3sLKyQqNGjWBjY4P8+fOjSpUqGDRoEHr27GmQnMKlS5cAqLxR2b13sPyoOnXqmKTQrgtzVOwBOeORMoeqORGZJ7Sn/Z9ffVJAJgMmTwa6dgVEem8NxShDiinpMrZt2wY3Nzc8fPhQbyIhoDKcstNfSUJCQgIAbt4EPnxQf+YFADsAyVA5OhpALp8DCwsLHo7SlR919epVHpKpXr06rly5grx58+Lp06e4f/8+rK2tdSaSs7De4MGD9d6IWVivV69eOo0iuVwOa2tr+Pv7c52g69evZ9nDjiWZDx06lLe3yQoW1ssqxKgLU2QPgoKCsGXLFmzZsgXvP6uk1q1bl4dAAwICNDS8DIHlsRkr26ALsRPNBUHgvR3FDO0lJycjLCwMgPiGFBGZNbSXmprKFeazE9pLTExESEgIQkJCEBwcjJCbNxHy4QPiAGzWdQCRSpn35k0gG42xTSI7rq/Xr18TAHr+/LnefbZu3UqWlpbk7u5ORYsWpS5dupC3t3em46akpFBsbCzf3r9/L4X2JCQkaM8eba8+sOlzuKgiAWsIAJUv35SIiEJCQngoKTQ0lIiIAgICyNHRkYf71L9Xxo0bRwCod+/eWnOHh4eTlZUVAaAXL17oXF9qaioP/V27dk3jtbCwMOrTpw8NHDiQiIimTp1KAKhdu3ZZnvf79+9JJpMRAHrz5o1B10oul/Ow3rlz5ww6Rn2tbL7g4OBM901LS6OjR49Shw4d+DEAyNraOtshr8jISD4me/+yQ6VKlQgAHTt2LNtjERG9efOGh4fFChUSEfn6+vLPZ3bDmRmJiYnh71FiYqKoYxMRffr0iY8vl8u1Xk9NTaW3b9/S7du36dChQ7RmzRqaN2+exj5dunTRSglS31K0vwTStz17RDkPY0J7JhtSSqWSOnbsSI0aNcp0v9u3b9P27dvp8ePHdO3aNerUqRM5OTnR+/fv9R4zd+5cnRdPMqQkJP7bXL2q67uTfenOIaDF53yn34iI6O+//yYAVLt2bSIiEgSBatasyb9TNmzYwMdOTEwkZ2dnAkAXL17UmnvNGpWRVqdOHb3rO3nyJAGgggUL8hurIAi0detWyps3LwEgS0tLevLkCX988uTJLM/7l19+IQDUtGlTg6/V5cuXCQDly5eP0tLSDD6OKD23tWbNmlnuO378eI3v6ebNm9OmTZu40enn52fU3OocOHCAAFClSpVMHoMRGxsrqlFGRHT8+HECQNWrVxdlPAbLC6tcubKo4xKlO0By584t+tjJycl05coV/jlXZ8yYMeTq6qrfOFLLk2N5Zw4ODlSuXDlq0aIFDWzVin4AaBVASZkZUnpyDI0lRwypb7/9ljw8PDI1iHSRlpZGpUqVolmzZundR/JISUhI6EKhICpaVD3fNJaAXJ+/jG8SYEkA6NUrVZJrjx49CADNnTuXj7F06VICQPnz59f48t62bRsBoBIlSpBSqdSamxlgv//+u971DR48mADQhAkTiIjI39+fWrVqxW8WNWrUoIcPH9KWLVsIABUvXjxLT4YgCFSmTBkCQFu2bDH4Wo0ZM4YA0MiRIw0+htGrVy8CQLNnz9Z4PjU1lfbv308vX77kz926dYvc3Nxo+vTp9OrVKyIi2rt3LwGgChUqGD23rnOYNGlStsYhSjcs3d3dsz0WY/HixQSABg0aJNqYREQbN24kANSpUydRxyVSOTcAkIeHh9HHZvSO7dixg4YNG0ZNmzalIkWKZGocDR06VMNb6eHhQQ0bNqRevXrRxIkTKS4uju8bGRmp8ZiIdP3n1044L1ZMtZ8ImN2QGjduHBUtWpQCAgJMOZx69epF/fr1M3h/qWpPQkKCoVm4s+fzl3NZArZ/vlFWISLVDzIHBwcCQPfv3+fHN23alABo/Zhr2LAhAaBffvlFa87nz5/zG0BkZKTOdSUnJ/OQ4bVr12jlypWUO3duHvpZtmwZyeVyEgSBatWqRQBo2bJlWZ6vl5cX9yBo3Vz0IJfL+a//8+fPG3QMIzU1lZ/HvXv3iEgVapo6dSq5uLgQABo7dizfXxAEjWpIIqK+ffsSAPrpp5+MmjsjpUuXJgB04sSJbI1DlO7V0xW2NZUBAwYQAFqyZIloYxIRzZgxgwDQ+PHjRR2XKN2Lxry0GUlLS6PXr1/T+fPn6Y8//qBp06ZRjx49qFq1auTs7KxhHA0bNkzLeFL/zH/69Inv6+fnR0+fPqXIyEjTw5XsP39GY+r/XLVnlCElCAKNGzeOChcuzH95GItCoaBy5crRlClTDD5GMqQkJCTUmTuXfYf2+PwF/jPZ2fXQ8KJcvHiRAJCbmxt9++23dPfuXV7+bmVlRR8+fODjeXt783BESEiI1nzTp08nANStWze9azp69CgBoKJFi1JUVBQVKlSIh7rUvy/v3r1LgKr8X59Rps6oUaMIAA0ZMsTg63Pp0iXudTM2rMc8N66urrR9+3ZueLKtcOHCtHTpUr3Hp6SkaBlipvD27Vv+nojx3c/yblauXJntsRhMRkAMQ0+dfv36EQBasWKFqOMSpct7NGzYkA4cOEBLly7VMIRZWE3fph6qPXHiBC1cuJB2795Nd+/epYiICLp27RoBoHLlyom+diJSGUtFimgaUsWKiWpEEZnRkBo7diw5OzvTtWvXKDQ0lG9JSUl8n8GDB9OMGTP44/nz59P58+fJ39+fHj58SP369SNbW1vy8fExywlJSEj8+xk5kgiIJwsLlQbU+vV3+C/hhw8fEhHR5MmTeXgJAOXJk4cGDRpEAKhPnz4a402aNIkAUPfu3bXmUigUVLhwYQJAR44c0bum3r17EwD+I/HUqVO0adMmrV/fLPxniGGUmJjItaP06UvpYvTo0QSARo0aZfAxjClTpvDrxW6eFhYW1KlTJzp+/LjOBGJ1zpw5ww0uXSFSQ2H5bQ0aNDB5DIYgCFSgQAECQLdu3cr2eEQqr5+NjQ0BMDk6ow+xNaQuXrxIEydOpFatWnEjV31TN/TnzZtHtra2VLFiRercuTNNmjSJ1qxZQ6dOnaIXL15kaZiz99+Q/DqTiY1NN6LOnBEtnKc5hZkMKX0W6tatW/k+zZo1o6FDh/LHkydPJnd3d7KxsaECBQpQhw4d6NGjR8ZMKxlSEhISnNRUorx5iYD9BIBKlSrFwxXFihXjhgsLC7Htzz//5OKbN2/e5OMlJSXxxG9dAoUXLlwgQJW0rU848ubNmzyR+e7du3rXHhERwW++hnhrdu/eTSyXylCjRC6X8xDchQsXDDpGqVTS+fPnSaFQUKlSpbhR6eHhQQsWLDAqF5YZcerhP1NgYbPM8mkNhXm3rKysNH74ZwdWWZc7d+5sGYy6KFiwIAGgf/75x6D9o6Ki6ObNm/Tnn3/SxIkTydPTU+M9Y+KzGUNwDRo0oIEDB9Lr16/5vikpKdk6H1YgYExhhNEkJKQbUgkJZpkiR5LNcxLJkJKQkGCcPKn6/rS1VXmAfvzxRxo+fLhGTomfn5/GTWPNmjW0bNkyAlQJ3+peop07d5Iqt8pdZ+I382Ix5XN1FAoFLVmyhCwsLAgA2djYZJo8vmTJkkzzUzLSunVrAjST5bOChTTz58+fpfcoLi6O1q5dy5PZf/31V36TDQ8PN7qkX6lUcs+PsblZ6qh7kIzxxOlj//79ontJDh8+bNR7aSjJycn8c/vx40eN19Q/tydOnCBPT09udGXczpw5w/e9fv06TZ06lf7++29q06YNf6/NAav4bN++vVnGJ6IvzpAySpBTQkJC4v/Nvn0AkASFQiUY2b17d3Tu3BlAupr58uXL+f4//fQTxo0bh1KlSgEAJkyYoKGQvWmTqk/fyJEjtUQ24+PjuQL6kCFDNF4LCgrCkCFDcP36df7c4sWL9Qp1KpVKbNyoUmEfN25clucZFBTEVb0zzp0ZTISzZ8+eelXSAwICsG7dOvz999+Ii4sDADg7O3M18549e8LNzc3gORn37t1DeHg4nJycDFZf14WPjw/Cw8NhZ2eHBg0amDyO+roA8YQ4gXRFc7F77AUFBQFQqd0fPHgQL1++hI+PD168eIFdu3ahZcuWAIDo6GguVgoA7u7uqFixIipVqoRKlSqhatWq/LWmTZty0ezdu3cDgNlEshMTEwFAbx/KfyVmMeVERvJISUhIEBElJhLZ2xMBKm+Ah4cH3bhxg+f0pKWl0cuXL7mHqH79+iQIAk8Ez58/v0Zo5+XLlzwHSD35nMF+XZctW1bDG7Bv3z6uOZUrl0p+wcXFJdOw0YkTJ3iI0JDw0qJFiwgANWvWzODrk5aWRvnz5ydAtxZWXFwcdevWTUM4s2zZsrR+/Xr6+PEj7xFoaEgwIywpv3///iYdz1i9ejUBoDZt2mRrHEajRo0IAG3btk2U8YiI+vTpI4pnR/1zdfbsWb0eJkBTeuPdu3e0ZcsWunv3rsHVnETpoqSmvsdZweRFhg0bZpbxiUjySElISEiYyunTQGIiYG9/CImJqjYsx48fBwB06tQJ1tbWePbsGQRBgKWlJU6ePAmZTIbff/8dADBq1CjY2dnx8TZvVjWb6NixI4oUKaI1H2sJM3ToUO7F8vb2Rr9+/QCoPBzx8fF48eIFJkyYoDF2RtavXw8AGD58eKb7AQAR8ZYww4YNy+qycK5du4ZPnz7BxcWFe4QEQeAtZRwcHPD27VsQEdq2bYtJkyahbdu2sLCwwNGjRxEVFYXChQtzr4cxEBGOHj0KIN0zaCrMEydGWxi5XI6HDx8CENcjxVoMGdNjLzIyEg8fPuTbo0ePMGfOHAwfPhwAkCdPHt4axtbWFs2bN0elSpU0PE0Md3d3fPPNN0avm7UlMrdHStQ+e186ZjHlREbySElISBARde9OBCSTjY1KH+r27ds8OfrgwYNERNS8eXMC0kUxmbSBhYUFvXv3jo+VkpLCvTe61MVZgjIAjeOIVJ6X2bNncwXq3Llza+WzqPPq1SsCQDKZjPz9/bM8z1u3bhEAsre3p/j4eIOuDRHRyJEjCQCNGTOGgoODadasWVSqVCmN787bt2/rbHHTvXt3AkDTpk0zeD51Xrx4wfPEsvNdLZfLeWUZq8DMDg8fPiQA5OzsLFpSeGpqKlduDwoKynRff39/6tq1KxUrVkynl0k99y45OZmLoRojEWQoaWlpfN7w8HDRxydKr/r88ccfzTI+EUkeKQkJCQlTiI0FzpwBgAtIS0tAsWLF4OjoCH9/f+TKlQsFChTAgwcPcO3aNVhZWeGHH34AAKxbtw6Aykvi7u7Oxzt69Cg+ffqEokWLol27dlrzsVySZs2aYceOHRgwYABKliwJAFi2bBkAoG3btgCAESNGIH/+/HrXvmHDBgBA+/bt+RiZwbxRvXv3NjjXRC6X83yuN2/ewMPDAwqFAgCwd+9ejBkzBgB05hxFRUXx/Chj8rHUOXbsGADA09PT6MbE6jx48ADx8fHIly8fqlevbvI4DPX8KEObPWfF69evoVAo4OTkhKJFiyI0NFTD09S0aVNMmzYNAODo6Mi9pjKZDGXLlkXNmjVRq1Yt1KpVCzVq1ODj2traIi0tDQBQunRpUdaqDmtWbGlpmennNTv8Fz1SkiElISHxVXDsGJCaCjg7H0JsrCohmt2gatSogRYtWqBw4cIAgP79+6NYsWKIjo7m4bkJEyZojMeSzIcPH66VlE1E2L59OwDgw4cPmD17Ns6cOYObN2/yZPInT57gwoULsLCwwJQpU/SuOykpCVu3bgVgWJJ5UlIS9u/fD8DwsJ4gCFi8eDGioqIAgCchN27cGJMnT0bXrl0zPf7AgQOQy+WoVq0aqlSpYtCcGWGGlFhhvZYtW4pi+Jgj0fzRo0cAAAsLCxQuXJiH4xipqanckHJ1dcXGjRtRoUIFVK9ePUsj882bNwDMY0ixdbq6uuotisguCQkJAP5byeaSISUhIfFVoKrWS0Vq6gkAqvyoyZMnA1DlqyiVSrx//x4A+E1s69atSEpKQpUqVdCsWTM+1uvXr3HlyhXIZDKMGDFCa6579+7h1atXAAB/f384OTlh/PjxGjefFStWAAD69OmDEiVK6F333r17ERMTg5IlS+r0fGXk6NGjiI+PR4kSJdCkSZMs9weAt2/fYsGCBQBUN/dBgwZh0qRJqFmzpkHH79y5EwAwePBgg/bPSHBwMO7fvw+ZTIYuXbqYNAaDGYGenp7ZGodx9+5dAKYZUkSEoKAgeHl5QS6XY+jQoQAAPz8/AEBMTAwA1TUvX748atWqhZo1a2p5/Zg3MCsEQYC/vz8A8xhSLD+qQIECoo/N+C96pKQcKQkJiS+eiAgiS0si4BQBoEKFCtG7d+80ck2YCCWr9FIoFFSyZEkCQH/99ZfGeKy6rEOHDlpzJSYmcl0lANSkSRN6+/atxj5v374lS0vLLPN4BEGgGjVqGFXd5enpSQBo3rx5evdJTk7WqLoKDQ3llYrGVmO9fv2a55Dpao9jCH/88QcB2VchT0hIIGtrawJgchsydaKiovj7GBERkeX+crmcHjx4QKtXr6Y+ffpoNOItUaIE369jx44EgHr16kW3bt2iBJHydIKCgghQCYdmpQFmCqwKtW3btqKPzWBNunft2mW2OaQcKQkJCQkjOXwYUCqBfPkOISpKFdZjOT2AqtqJhRRYbtTZs2cREBCAvHnzYuDAgXzftLQ0noM0atQojXmCg4PRunVrvH79GoAq9+nPP//UCoOsWrUKSqUSrVq1ytTrc/fuXTx+/Bi2trYGVVi9e/cOV65cAaA7VykhIQF//vknVq5cifDwcPj6+qJMmTLYtGkTBEFAgwYN0Lp16yznUWfXrl0AgNatW6NQoUJGHctgYb3u3bubdDzj1q1bkMvlcHd3F8Uj8+DBAwBAyZIl4erqqvV6UlIScufOzR83btyYhwIZVlZWqFmzJho1agSFQgErKys8fvwYADBlyhQ0bNgw2+tksLBeiRIl9GqAZQcW2jOnR0oK7UlISEh8gezdCwBpSE4+BkAV1mP5RiyctGPHDlSvXp2HhJjkwYgRIzRulidOnEBERAQKFSqEjh07asyTL18+fPz4EQBQpUoVbNq0SUO8E1AlZjPZBGa06YNJHvTr18+g5N6dO3eCiNCiRQuNcGFUVBR+//13rF27ludBFS1aFO/evUOJEiXw559/AjAsB0sdIuKGlKlhvZiYGG78ZTc/Sj2sl/G6m4J6fhQR4e3bt7h9+za8vLzg5eWF169fIzo6Grly5QIA1KxZE76+vmjYsCEaNWqERo0aoW7duhqfn/DwcISEhEAmk2mIXoqBOfOjAPNLHwBSaO+LRQrtSUj8d3n/nkgmIwJUUgNubm707NkzjfJx1k6EhRNYHzSZTKbVUJa1yPj555+JSNXWhJXFv3//noeWLl++rHM9TCizWrVqWg2J1QkPD+d99R48eJDleQqCwKUctm/fTkRE0dHR9MMPP5CDgwM/39KlS9PmzZspNTWViIgOHTpEAMjV1VVvL0B9eHl5cZkFU8NTe/bsIQBUsWJFk45Xh4VBxQoLsRBc9erVeePpjNv9+/f5/nFxcVlKJJw9e5YAUPny5UVZozo//PCDhnSH2PTr148A0MqVK80yPhFRiRIlCADduXPHbHN8aaE9cWpBJSQkJMzEgQOqb8wCBQ4BAHr06MEr6goUKICqVasiPDwcxYoVQ58+fQCkSx507txZw7MTGBiICxcuAFB5qmJjY9G9e3csXLgQALBkyRLI5XI0bdoULVq00FpLcnIy1q5dCwCYPn16pl6TzZs3Iy0tDXXr1kXt2rWzPE8vLy/4+/vDwcEBPXv2BKAqU9+8eTMSEhJQtWpV7Nu3D76+vhgxYgRsbGwApHu9Ro0axT0rhsIqGnv27GmyB0Gsar1Pnz7hyZMnAExLNCcivHnzBhs3bkRERASIiHuknjx5gpCQEFhZWaFu3br4/vvvcfjwYYSGhqJOnTp8DEdHxywrBVlYT122QCyYR6pMmTKijw1IyeZmwyymnMhIHikJif8udeoQAXKyt1eJZx46dIhy585NAOjUqVNUrlw5jV/ZsbGx3IOTsU3KzJkzeUK6t7c3Tyq3tbWl+/fvcw/SlStXdK5l48aNBKgaHKelpelds0Kh4AKMzLuUFSNGjCAAVLVqVQ1P19atW+nUqVM6vV8+Pj46xUYNISUlhfLmzUsA6NKlS0Ydqz4Gu9bqnh1TOHjwIAGgSpUqGXxMWFgY7d69m4YPH07u7u7cy7Rz505+bXLlykULFiyga9euUWJiYrbWSETUu7eqWfby5cuzPVZGqlSpQoBmw2ExqVixYrbeb0Ng/zcNEZ41mS/MIyUZUhISEl8sb96ovitlsksEgPLmzUtjxowhAFSrVi06duwYV61m/cbWrFlDAKhChQoaxkdaWhoVKlSIAND3339P9vb2BICKFStGDx48oLFjxxKgv7edQqHghtfq1aszXTdbl4uLCyUnJ2d5nvfv3+dK2QDo7NmzBl2fcePGEQDq2rWrQfurc/iwql9hkSJFSKFQGH08EdGZM2f4GNlVDWfv66RJk7Lc9+HDh1S5cmWtMJ21tTU1bdqUjh8/TuvXrycA5Onpma11ZYSFX8U2RgRBIDs7O9EqFnXBeik+f/7cLOMrlUqzK6cTkWRImYJkSElI/DdZtEj1XVm06Lc8D4h9UR89epQaN25MQHo7CqVSyY2dP/74Q2Ms1riY/WIGQC1btqSIiAh69+4dz426du2azrUwwyNv3rxZtm1p3bq1xrr04e/vT4MHD9ZoItytWzeDbnRxcXG8lYopDWi7detGAGj69OlGH8sYPXo0z1PLLqVLlyYAdOLECf5cSkoKXbt2jWbPnk27d+/mz4eFhfEcuBo1atC0adPo3LlzGnlerKnwggULsr02RkxMDH+fPn36JNq4RETBwcEEgCwtLXn+m5ikpqbytUdGRoo+PpFKvoLNIZYkhJ6JJEPKWCRDSkLiv0nlykSAgpyc3DQ8D2XLluWJ0tbW1hQcHExE6YnAzs7OWsZOu3btNMb44YcfuFYP84a0aNFC5zoEQaC6desSAJo1a1ama/bz89Ob6M6Ij4+nsWPHanihoJYAbwhMu6ls2bJGe4M+fvzIDUdTvRMKhYIn+ZtiyKnD+hpaWFjQjRs3aPny5dS2bVsNo7dVq1Yax5w5c0avQSAIArm5qT4z169fz9ba1Ll+/ToP7YoNG7tkyZKij02kKqRghppYPQczom7gmmsOIpIMKVOQDCkJif8ez5+rvictLa9qhXD27t1LPXv2JAA0bNgwfkyHDh0IAE2ePFljrLdv33KvT+7cuenAgQMarzGj4saNGzrXwm5yuXLlorCwsEzXPWnSJAJAnTp10ruPQqHgoSmWF+Pm5kZJSUmGXBoSBIEqVapkUJhRFyzsVaNGDaOPZTBD1tnZOdselL///psA8Bw19c3NzY369+9PO3fuNHi8ly9fEst9MyS0aiirVq3iXkOxYdeACcqKzT///EOASszWXPj7+xOgqgI1K1+YISXpSElISHyRqFrCAEWLHsS7d+nPlylTBjVq1MCAAQMApLeDefPmDc6ePQuZTKahpySXyzF//nwQEVq1aoXt27fznnwAsHjxYsjlcnh6euptyfLrr78CUPW+y6ziKTExkYt9qq8hPj4eGzduxPjx42FnZwdLS0usX78eSqWS7zdlyhTY2dkZdG1u3LgBHx8f5M6dm7ctMYbstoQB0qv1OnbsyCsIDYGI8OTJE5w6dQp+fn7YtWsXzp8/DwAoVqwYwsPD0axZM7Rq1Qqenp6oXLmy0ZpS169fBwDUr18ftra2Rh2bGTlRsfc1a0gxMc7/VMUeAMkjJSEh8cUhCEQlSxIBSrKzc9TwUGzbto2+++47AkDt27fnx0yePJkAzbYvO3fu5Lo2AOju3bsa8wQEBPDw2s2bN3Wuxdvbm4crskoC/uuvvwhQaT0plUpKTk6mVatW8dyuFStWaOzP8racnJwoJibG4OvDKsdGjx5t8DGMV69e8TBaaGio0ccTqTxiLKdJ3bunj8TERDpx4gSNHj1ao+0KAHr9+jXP9Tp9+nSm1ZCGwvSSMmuzYwrMi6iexyUW7D397bffRB+bKN3j1a5dO7OMT0R0+/Zts4YnOV+YR0oypCQkJL447t9XfUfa2OzXuOkWL16cQkJCeHUTkymIj48nJycnAlQVb4Ig0C+//KJxbJ8+fbTmGTlypM78G3WGDRtGAKhHjx6ZrlkQBKpWrRoBqtL4TZs2UdGiRfn8ZcqUoWPHjmnsz/KufvrpJ4OvTXBwMDf+nj59avBxjDlz5mT7hsqkBWxsbHi1pD5WrlxJtra2Gu+Fvb09devWjTZv3syNyYIFC4qSVyMIAq/OvHr1arbHYyQlJfH+ih8+fBBtXAYTIzWHkUZE/P+DeihcbC5cuMDD1WZFMqSMRzKkJCT+W0yZovqOLFKkO/eeAKCNGzfSvHnzCFDJHzB5A5bzU6ZMGUpNTaVvv/1W48ZtZWVFb9680ZhD3Rvl5eWlcx0fPnzg+VMZvVkZuXXrFk9+ZyXyAKho0aK0efNmrSa0ly9f5nk8xpSKz507lwBQ48aNDT6GIQgC99CpV8EZy+LFi7W8fwqFgm7fvk0zZ84kb29v/vyBAwcIAHl4eND48ePp3LlzGnlLTMJh1KhRJq9HHZbsb2NjY3DOmSHcv3+fAFXlaGaK9qYgCAL3yr148ULUsRksdy+rStLswIzi7DavzpIvzJCScqQkJCS+KAQB2L8fAJ4hOPjo5+cEFClSBH379uWqz9OmTYNMJgMRcSXz0aNHo1evXjh58iRkMhkKFy6M4OBgfPfddyhVqpTGPIsWLYJCoUCbNm30Np5ds2YNVzqvV69eputmCuOFCxeGv78/XF1dMXPmTHz77bc683SWLFkCQKWw7ubmZtC1kcvl+OuvvwAY31cPUKmnBwYGwsHBIVtK5Cw/qk2bNjh48CBOnTqFM2fO8D6Ftra2qFSpEgCgffv2eP78OSpVqqSV60REOHHiBACgS5cuJq9HHfX8KENzzgzh0aNHAFT5UWL0AVQnMjIS8fHxkMlkGkr8YpITDYv/k6rmgJQjJSEh8WVx7RoRIJClZRceBgJAa9asoQ0bNvAQH/PwXLx4ke9Xq1Yt7uVhv8CdnJwoIiJCY443b97wMI2+nmAxMTHcS3Dq1Cm9633x4gXdu3ePe64OHjxICxcuzDTkxbwblpaWFBgYaPC12b9fFeosUKCASZVyTPcpO+EdVkaPz54+9jc+V/D17dvXYEHRx48fEwCys7MTzXs0cOBAAkCzZ88WZTwGk8iYMWOGqOMSpVdAmkNWgdG8eXMCQHv27DHbHEz53xSBWKOQPFISEhIS+lFV6/0KpVLlqUhMTISbmxu++eYb1KxZE4Cqws3KSvX19fvvvwMA+vXrhxs3biBfvnw4ePAgvvnmGwDAjBkz4OrqqjHHokWLoFQq0a5dO9SvX1/nOv7880/Ex8ejYsWKaN++vdbrUVFRmD9/PtavX48SJUpALpejVatW6NWrV5bnyLxRAwYMQPHixbPcn6HeV8+YSjkASElJwYEDBwAYX6339u1bBAUFoWnTpjhy5AgAVR9AhUKB8uXLo1OnTujUqRMaNmwIa2trg8dl3qg2bdqI4j0iIly7dg0A0Lx582yPp87XXLEH5KxHysHBwWxzfJGYxZQTGckjJSHx3yAtjShfvjQCcvM8FwC0bNkyOnLkCAGayuIBAQFcH8rX15f8/f3p5cuX9Ouvv/L8pIyejtevX3NvlL68p5SUFJ6wvHXrVo3X5HI5rV+/nrfbUN8ePHiQ5Tm+ePGC7+/j42PwtXn+/Dn3Yr1//97g4xiHDh3i18SQpO6AgABatmwZ1a5dm1diCYLAH48ZM4Zev35t9DrUqVmzJgGgLVu2ZGscxps3b3iemhh99RhyuZwnzJujfcvs2bNNrsI0FNZX0ZjPnLHMnz/f7OdBRJJHSkJCQiIjSiVw8yZw7hwQFfUjgCQAQFpaGvLly4exY8eibdu2AICxY8fyX7xTp04FEaFNmzYoV64cAJWnaPHixQCAhQsXank6Fi5cCKVSifbt2+vNe9qzZw9CQ0NRuHBhrlcFAJcuXcKUKVPg7e0NAKhcuTIcHBxw9+5d9O7dG7Vr187yXJctWwYA6NatGypWrGjoJcIff/wBAOjatSuKFi1q8HGMHTt2AAAGDRoECwsLnfsEBgbi4MGDOHjwIP755x/+vIWFBTw8PHD37l38888/sLKywsKFC7U8fcbw4cMHPHr0CDKZDB07djR5HHWYN6pu3brInTu3KGMCgK+vL1JSUuDo6KiVaycG5vZIpaamIjo6GoDkkTILZjHlREbySElI/Hs5fJioaFH2AzOGAFWuUa5cKomDBQsW8Io4Gxsbrn20adMm7tlZvnw5H2/q1Km8BDtjM95Xr17xCsB79+7pXI9SqaQKFSpojbt582Y+X758+Wj9+vV07do17iXy9fXN8lzfvXvH84r0za+L2NhYcnBwIAB0+fJlg49jREZG8nkz80iMGjWKn6OFhQW1bNmSNmzYwNXcZ8yYQQCoS5cuRq8hI6zFTcOGDbM9FmPw4MEEGNdqxxB27NhBAKhJkyaijsuoU6cOAaAjR46YZfygoCDuqTNn6xam7yZ2fpoWX5hHSjKkJCQk/m8cPkwkk6V/JwIDNUJluXM7UXR0NG+wO2LECCJSldSzkJ6LiwtPvA4MDOThQF0Jz+xG27FjR71rOnHiBE9SVxfJjIqKooIFC9LEiRPp06dPJAgCb5o8cuRIg853woQJBKiaJRvD77//TgCoQoUKJpXer1u3jgBQzZo1iUgV3vzll1+oRo0adPv2bb7f5cuXydPTkzZu3KglyaBQKLgu1qFDh4xeQ0ZY78OlS5dmeywilYSAu7s7Adnv/ZcRJvY6ceJEUcdlsLDbs2fPzDL+gwcPCAAVKVLELOMzhg4dKup7qhfJkDIeyZCSkPj3oVCoe6KIgPcEWHw2opwJADk6zqQXL/y40fTixQvav38/z3HK6NlhFVuenp5aBoevry/3RmWWy8SMo3bt2lHfvn01xlHvaH/69OnPnrNcBuUsRUREcCHRixcvGnydBEHgHrLff//d4OPUqVevHgEq3ScmGsq2KVOmGDTGpUuXCADlyZOHUlJSTFoHIy4ujhu8L1++zNZYjICAAF5JmCDyzbVZs2YEqFT1xebTp0/8vRB73YyTJ09qGNLmolevXgSA1q1bZ9Z5JEPKBCRDSkLi38fVq+pGFBEw4PMNRfb539wERFCnTqqS/c6dO9O+ffs0jCh1TxBrygqAHj58qDUfM7IyaybMWlyob7qUppVKJVWtWpUA0LRp0ww6359//pkAUO3atY3yKjHhTgcHB5O+A1n4UX2ztLSk1q1b019//aUlDaGPIUOGEAD69ttvjV5DRg4ePEiASkBVLHHLrVu3EiC+GKRSqeSq+aYoyWfFvXv3CAAVLlxY9LEZLCytLqBqDpiXMWOBhujExqZ/cZw5o/pVJvoUhtsdujMOJSQkJMxMaKj6IwLw4vPf+T//+y0Awvnz2wGoBBsHDBgApVIJAMiTJw+XESAi/PDDDwBUydRMJoHh6+uLvXv3AgDmzZuncz0RERHo06cPf+zk5ISVK1fyJHd19u3bh2fPnsHJyQkzZszI8lzj4uK4aOjMmTONEnRkkgeDBw+Gk5NTlvsnJyfjyZMn/PHRo0cBADKZDG3atMGmTZsQFhaGCxcuYNSoUQYljCckJODw4cMAgCFDhhi8dn2oi3CKJW5pLtmDwMBAxMXFIVeuXKhQoYKoYwM5I33AGhabM9EcyKFk8yNHAPUijQ4dgOLFVc//vxDdjDMDkkdKQuLfh6ZH6vBnbwnryZaLgBACVGXhdevWJaVSSWPGjOEhofXr1/Oxzpw5Q/icjP727Vutufr37683SVoQBPr777+5+CYA6t27t962LampqVSyZEkCQIsWLTLoXJcuXcpznIxJ9n3//j33wKm3XdF1Djdu3KCRI0eSk5MTFSxYkORyOcXFxXFvyr59+wyeNyMs2bp06dLZ9iDJ5XIuHXH9+vVsjaVO8eLFCQCdO3dOtDGJ0r1ntWvXFnVcBmt5NHz4cLOMT5Sem2dMT0dTYP0Cz5w5Y54JtJMqVZtMptoOHxZtKim0JyEh8cWTniOlIKDSZyOm+Od/xxGQQBYWqhvugQMHiCi9yXD16tV5RZ5CoaDKlSvrDbP5+PjwHKtHjx5pvZ6SkkLly5fnRlTPnj0zXTfr61egQAGuZ5UZSUlJVKBAAZNybGbNmkUAqFmzZjpf9/f3p7lz53LDjm3u7u70+vVrnqRetmzZbFVrtWrVigBVBWV2YaHG/Pnza/UfNJW3b9/ykGVWTZSN5aeffiJAvF6AGRk0aBABoCVLlphlfCKiPn36EABavXq12eYgIipbtqzoBjJHO6lS25gqVky0MJ+kIyUhIfHFY2kJrF4N9Oq1H4APAAcAbwFYAZgOYBsEIQq5c+dGx44d8c8//+Dvv/8GAKxbtw6WlpYAVPpI3t7eyJs3L2bOnKk1z8KFC0FE6NatG1ellsvlkMlksLKyQq5cudCmTRv4+voiX758vJedLhITE7Fw4UIAwOzZsw0KYWzbtg3h4eFwd3fX0KTKirS0NGzatAkA8N1332m9vnr1akyZMoU/dnBwQO/evTFkyBA0bdoUQLrq+8SJE/VqR2XFhw8fcPnyZQCqsGl2YWG9jh07cnX67ML669WuXRuOjo6ijMkwp6I58HWrmguCgMTERMTFxSEuLg6xsbEAVJ/FqKgoXL9+HXK5HHK5HGlpaRp/N2jQgHcVCAkJwerVqzX2Ud+3a9euGFikCPDhA94D6A+gN4BJ6oshAt6/VwnSiRzezQrJkJKQkPi/IZcrAMz9/KgwgFcAhqJo0SKIi5uPuDggKSkJW7duxc6dO0FEGDx4MBo1agRA9dqsWbMAAD///DPy5s2rMb6Pjw/2qzogY+5c1Tx3797FqFGjMGTIEPzwww+IiIjA9u2qPKxffvkF+fLl07vetWvXIiwsDCVKlMCoUaOyPD+FQoFff/0VgKrJsjHtU44cOYLw8HAUKlQInTt3xtmzZ1GkSBFUrVoVANC0aVNYWFigVatWGDJkCLp3764hQnn27Fm8evUKTk5OGDp0qMHzZmT37t0gIjRt2jTbDXWJCMePHwcgXpNiIN2QatasmWhjAqr1smbFGfPuxCInc6QKFiwIQHVeLDctOjoa3t7e3BhiW3x8POLi4tCzZ080adIEgOr/zvDhw/lr8fHxICI+D2vObW9vj1evXqFHjx561zRv3jxuSEVFRfH/J7ooXrw4Bn7+IaAA4AVA77uhmXyZI0iGlISExP+FtDRg4sQdAN7A1jYPUlJeQSazwM6dP+Hu3e+xbl0kAOCbb76Bra0t7t27B0dHR64MDqi8MiEhIfDw8MC4ceO05liwYAGICN27d0fJkiUxfvx4/PHHHyAirFu3DpMmTcJPP/2E2NhY1KxZEyNHjtS73qioKD73woULDep1t3//fgQGBsLV1RUjRoww6vqwJPPixYujZMmSCAsLw7Bhw7B161YAKg9JcHAwvzlmZM2aNQCAESNGmJz8S0RcEV2MJPOXL1/C398fNjY2aNOmTbbHY5gr0Tw0NBQRERGwsLBAlSpVRB0bAGJiYvDx40cAMFkxXalUIioqCnZ2dvx9fvHiBXbt2oWIiAiEh4dzY61Xr15ITEzEH3/8wXtR3r17Fx06dNA7fvHixbkhJQgCXr58qbWPpaUlnJycEBMTA0DlkSIi3ntRfbOxsYG1tTUqV67Mj3dzc8PUqVP5axn3r1mzpuoLA0ABAIcB6DU7CxUy/OKJhSjBRDMj5UhJSPz7WLUqlQAPAkAVK6pynAYNGkSnTp3iuT61atWiT58+kaurKwGgFStW8OMjIiJ4gvju3bu1xn/+/DnPjVq9ejUVKVKEjzts2DD6+PEjLz0HQF5eXpmud/r06QSAqlatalC+kVKp5LlbhialE6m+72bOnKklWeDi4mJwsvDLly8JAMlkMvL39zd47owwSQlbW1sNcVJTWbJkCQGg9u3bZ3ssxvv37wlQKbGLfY9gn8WKFSuKOi6DXd8CBQpoPJ+cnEzv3r3TuObPnj2jKVOm0IABA6hVq1ZUpUoVKlCgANdG2759O9+XaZzp29Rzpe7fv09lypShWrVqUYsWLahr1640ePBgGjduHP3000908+ZNvm9sbCxduXKF/vnnH3r16hWFhYVRUlISCYJAycnJfHyz3KtZjpSuZPP/c46UZEhJSEjkOLGxRPb2qhYhDg4u/KZ//PhxXpXn4OBACQkJNHHiRF7xlpaWxsdglUg1a9bUadgwccDChQvzL/hSpUrRpUuXiEhl6LDWHEOGDMl0vR8+fOBNa0+dOmXQOTKFdEdHR4qOjjb42jDjixkHPXv2pOPHj3P1dkNgrTq6du1q8DG6YNe+X79+2RqH0aBBAwJAGzZsEGU8IqJdu3aZrapu4cKF3MAXA4VCofEZZoZlvnz5qFGjRlS6dGleZYkMxQmsMlXftmbNGr7vmzdvaMKECbRw4UL65ZdfCFC1h3n69Cm9fftW1IbOjMjISL6WjK2ZRINV7WU0pqSqvayRDCkJiX8XP/6YREDhz4ZQLV4tx1p8AKDz58/Ts2fPePm/uhr469evee84Xb3nnj59ysexsrIiS0tLmjFjBiUlJfF9mEiho6Mj79+nj9GjVaKgjRs3Nqj8XxAEql+/PgGgH3/8Ue9+SUlJtGPHDg0jadKkSXzt165dy3KujERHR5O9vb3ea2MoaWlp5OKiMnLFKGcPCwvjHkJDlOANhVVyGiqMagzdu3cnALRy5UqDj4mKiqKLFy/S5s2bafbs2TRkyBBq1qwZFS9enKysrGjHjh18X9aySNdmY2OjIfEREBBA06dPpxUrVtDOnTvp/Pnz9OTJEwoJCcm0+tHLy4sAUPHixU27CAYSGBhIAMjOzs6s89Dhw0RFimgaUsWKiWpEEUmGlISExBdMcDCRtfVvBIDy5i3EQxN3796lYsWKEQAaPHgwCYLAW3NklCTo3bu33hBRfHw8de7cmQCVHtSWLVu0FKmjo6N5uDCrm6Sfnx835tTDHJlx9epVAlTtY3QZab6+vjRlyhTeY23//v38NeZJ69Gjh0FzZWTFihUEgCpXrpwtzSfmUStQoIAoMgXMcK1Vq1a2x1KnTJkyBIBOnjwp6rhE6dpUV65cISLVvejZs2d08uRJWrduHf3www/Up08fjb6OWXmOFi5cyPdlhlrnzp3p0KFDdOPGDfLz86Po6GjRFN8PHTpEgLjNoXXx7NkzAkCurq5mnYeIvjhlc8mQkpCQyFGGDYsnwJV/ubMbCdNMKlCgAEVHR9PevXv5L1x1kc07d+7wUKB6k1dBEGjHjh08b8rKyop8fHx0rkFfuFAXTIMns9YyGWnTpg0BoLFjx/Ln0tLS6MCBA9SyZUuNG2vx4sVp7969RETk7e3NvTamtCNRKBT85r9p0yajj1eHGXTff/99tsZhdOnShQBxtKgYwcHBPARqTPhUH4IgUHBwMF2+fJkePnzI36MzZ85Qnjx5DDKOfH19qUKFCtSuXTsaM2YMLV68mHbt2kU3b96koKAgjbAXCy0fFtmbos7atWt1/hgRG9ZeqUSJEmadh4ikXnumIBlSEhL/Dl68IJLJVDkbBQt6cG/UwoULeaju0KFDFB8fz5PD1W9SgiDwpsLffPMNf/7Tp0/cS8W22bNn61yDvnChLlgysEwmM9iwYcdYWlpSQEAAERF9/PiRChYsyNdmYWFBXbp0oTNnzmjcWJnRZupN7+jRozznJjt5MFFRUTxX7cmTJyaPw0hMTOQNm8UYj7Fnz57P4WHjm/FGR0fTgQMHaMGCBTRw4ECqVauWhrr98OHDuWHg4+PDn8+XLx/VqFGDunXrRpMmTaLffvuN/vnnH6PnFwSBz5eZan12YYKi48ePN9scREQXLlwgQFWMYXYkQ8p4JENKQuLfQfv2MQSowlnqnhlm2HTr1o0EQaAZM2YQACpZsiQlJyfz448dO8a9VCzP5sKFCzyhnHlzKlSoQCkpKVrzZxYu1AXzLBmTbMw8ORnDjo0aNaJChQrR7Nmz6d27d1rHqVcZmtoct3nz5gSAZsyYYdLxjI0bN4p6Uzx+/DgBKsV1sUJWRERjxowhADRlyhSt1wRBoA8fPtClS5do/fr1NHHiRDp48CB//fnz5zq9S5aWllSmTBnq0KEDAaC+fftSamoqeXt7i6qaHhISwo1qXZ9VsRg2bBgBoMWLF5ttDiKiI0eO5EgIkYgkQ8oUJENKQuLr58YNImAuASAPj9LceGKbk5MTffjwgfz8/Mja2poA0IkTJ/jxcrmcypUrRwBo5syZlJSUxEN0ALgHy8LCgu7evatzDfv27dMZLtTF5cuXCVBVOxkqIcDCG4AqWfjjx4/8taCgoEzDiMyj1qtXL4PmyghLsLe0tKSgoCCTxmCwkKu63ER2GDFihFm8IuzzcPz4cSIiCg8PpwEDBlCtWrXIwcFBy0hS72eXnJxMDRo0oGHDhtGSJUvo6NGj9OLFC57437VrVwKMSzQ3BpZHV7JkSbOMz2jbti0BoK1bt5p1HtaPsU2bNmadh4gkQ8oUJENKQuLrRhCIatX6SIAqlFGrVi1+c2NG04YNG0gQBGrXrh0BoA4dOmh4L5iXxMXFhWJiYmjr1q18jJEjR1KhQoUIAE2dOlXnGtTDhfPnz89ivQLVrVvX4Jv/y5cvafTo0RrGYd68eenq1asGXR9174h63pcxMGOld+/eJh3PeP36NTdIQ0JCsjUWkUpmws3NzaBQamYIgkDv3r2j48eP0/z586l9+/b8mkVFRRERUUJCgpZ3qXTp0tSpUyeaOnWqhmGe1VwsFGtogYGxsM9zhw4dzDI+o0qVKgSI38w5I6wHpalFEkYhGVLGIxlSEhJfN4cOEQE/fg7vpDfYZeX1jRs3JqVSyUNANjY29OrVK358XFwcb/y7du1aIlLdoAcPHkxnzpyhUaNGEQAqXbq03twglitSokQJDRkEXbAwRe7cuSksLEzvfq9fv6ZOnTppeT4WLFiQ5RzqsHCgqUZQZGQk17m6deuWSWMw5syZQwCoXbt22RqHwYoDnJycDNbCUjegk5OTqUWLFrzCMeNmb2+vcezatWvpyJEjGt4lY2Ein5aWlmbRXCIimjJlit6wpJiw/2OmhosNZdmyZQRkrckmCpIhZTySISUh8fWSlkZUokQYAbm5kcSMFPb45cuXlJSURCVKlCAAWgrec+eqQoIODg706dMnjdcuXbrEb6r6us6/evWKz3vs2LFM1yuXy6lChQoEgH7++edM9w0NDSUbGxuSyWS8qks9fGQIrGxcJpPR8+fPjTqWwUQXa9Wqla0cJKVSyav+9uzZY/I46rB8t759++p8PSoqiq5evUqrV6+mYcOGUfXq1alz584a+7AcOCsrK6pWrRoNHTqUezUnTJggyjrVOXz4MAGg6tWriz42g3nUNm7caLY5UlNT+f+NiIgIs81DRDR79mwCQOPGjTPrPEQkGVKmIBlSEhJfL+vXEwGTCQAVKpSeFM48DKwcfv78+QSAihYtSglqX47BwcHcCMoYaktISODGl7rUQEZY4nDbtm2zNDS2bNlCgKo6S71FR0xMDP366680dOhQjf137NhBS5cuJUAl7pmZB0sXzBvVp08fo45jpKWl8ZClepsQU7hx4wY/D7E8MRUrViRAu43PkCFDyMPDQ6eXKWPLlAsXLtDjx495UrYgCNxDmR3RUX2wdkCjR48WfWxGyZIqz6yh4V9TCAoK4uFzQ9oaZQfmYctMgFY0JEPKeCRDSkLi6yQujih//vcE5OIeBfUcqUqVKlFqaioFBgby0JS6OGV8fDy/4QCgRo0aaSR+MxVwd3d3vRVVJ0+e5DcTX1/fTNebnJzMRUF//fVXIiJ69+4dff/99xql8eol/HFxcTw/a/ny5UZdH5Ygnh1vFEugL1CgQLarv5hKuLFetYwIgkCBgYH022+/8WtWrVo1jX1Y9SSg0tLq2rUrzZ07l44ePUqBgYGZGrxPnjzhXk1zVLyx6sfNmzeLPjYRUUpKCpf+ECMPTR93794lAFSsWDGzzcFg4XV1uRKzIRlSxiMZUhISXydz5hAB3/JcFgC835pMJqPbt28TEVGPHj0IALVo0YLfQF++fMmNGuYdUNdc8vLy4nIB+hJpk5OTqVSpUgSApk+fnuV6V61aRYCqAvDmzZvUr18/jQTyihUr0ubNmzUkGVjuValSpYy+qffs2TNb3iii9Aq7uXPnmjwGkapdDevzZkprGiKibdu2Ubdu3TQ0s9Q39e/wa9eu0bVr13iiuDEsX76czJWorVAoeMWfqcZtVnh7e/O8MTHlIDLCdMXq1q1rtjkY/fr1IwC0atUqs8/1VRtSv/zyC9WuXZscHBzI1dWVunbtmuUvPCKiAwcOULly5ShXrlxUuXJlOn36tDHTSoaUhMRXSEgIkZ1dAAHphki+fPl4OIfltpw/f54n9rIb16VLl7jhBYAGDhyoMXZycjIvfR82bJjeNSxatOhzSLFQlhpAsbGxPDGXNURmm6enJ505c0YrPBIQEEC5cuUyKPcqI+reKFMFGR88eMC9bVn1C8wK5tny8PDINAwkCAK9efOGdu3aRRMmTNCQdGCVg8z7yPLghg4dSk+ePBGtma2npycBmo16xYJVUNrb25ut+S5r21KnTh2zjM/44w9VY/Bu3bqZdR4i4kUX2VXUN4iv2ZBq27Ytbd26lby9venJkyfUoUMHcnd318hnyIiXlxdZWlrS8uXL6cWLFzRr1iyytrY2ytKXDCkJia+PMWOIgKEaBgnLVSpWrBjFxcVRamoqN4gmT57Mjw0KCuKyCNWqVdOqvmJeoIIFC+r1aAQFBfEbecb8nIykpqbSuHHjCACVLVuWEhISyN3dnQYNGkSPHz/WexzzKHl6ehrtWWBeOH1J2IYwaNAgAowTDNUHe29mzZql8Xx8fDxduXKFFi9eTJ07d+Y9Ctmmrup96dIlWrFiBd26dUtD10rMROfExESeM/fy5UvRxmX8/fffBICaNWsm+tiMxYsXi/a+ZQZLAM8sf1AsWDh03759Zp/rqzakMhIREUGA/koZIlXLg44dO2o8V69ePRozZozB80iGlITE14WvL5GFha/GDbdx48Y8L4Q1mGUhGjc3N65UTpRehZY7d24NGQQioocPH/Jw25EjR/SugbVbadKkiV4jJyUlhTZs2ECFCxfmYcIDBw4QEWmE73TBBBUtLCyMDgGxHB+ZTKa3H2BWhISEcGPz/v37Jo3BCA0N5df03LlzGt+17KavvtnY2FD9+vVpypQpWu8PY8GCBQSoEvzF5OzZszwvzhxhMaaW/sMPP4g+NmPIkCE5kk/Ect7E7G+oj9q1axMAOnXqlNnn+lcZUky4LbMvkWLFimnFTOfMmZNp64GUlBSKjY3lG9P0kAwpCYmvg+7diYD0FjB58uShqlWranhggoODeS7Kjz/+SAUKFKCDBw/S3bt3+U09oxpzWloaVatWLcu8IqZKbmFhobO3W3JyMq1bt46KFi2qYSA0aNDAoJuzQqHg6/juu++MuzhE1L17dwJA/fr1M/pYBpOEaNCggcljyOVyunfvHnXs2JGH4wDNhP8rV65QsWLFqE+fPvTbb7/RnTt3sswFEwSBS0iIrag9ebKqAnTkyJGijsuoUaMGAaqej+aiXr16BECjZY05YF7GnAi3lS9fPlv5dUbxbzGklEoldezYkRo1apTpftbW1lp6JOvXryc3Nze9x7AviMwSFSUkJL5Mbt0iAi5p/N9lFT158+bl8gADBw7kngVmONWrV4/LGfTr10/LqFm4cCEBoPz581N4eLjO+dPS0qhSpUoEaGvaJCUl0dq1a7kuEQBydnbm3q/AwECDzvHPP//kBmJkZKRR1+fx48fcG/XixQujjmWkpKRwtXBTQik+Pj7UqVMnnlyuvtna2tLq1av5vqZ4fZg2lo2NDUVHRxt9fGYwOQVzGCGJiYn8s5jdNjv6EASBf+ZMVbE3FGYUGpuXbApMgsOUBs5G828xpL799lvy8PDQcMfrwhRDSvJISUh8nQgCUf36cgLy8Btz//79ubTBli1biIjo+vXrWjfwwYMH04ABA4glPGe8AXt7e/NQVmY5T6tXr+bGVkbxTvV5ixYtSgsWLOBJ7b///rtB5xgdHc3zhNQNDkNh3qj+/fsbfSxj+/btBKiqCzPr3ycIAnl7e9Pvv//Ow6lERG/fvuXXgXkFbWxs6MqVKyargaszc+ZMAkBdu3bN9ljqMF0kCwsLk6r9suLWrVvEcu/MVU0XFhbGDWlj1O9NgVVPPnr0yKzzEBE3Dg0pQMs2/wZDaty4cVS0aFEKCAjIcl9TQnsZkXKkJCS+Do4cIQLm85t0kSJFeBJqy5YtSRAEksvlVKZMGY18mw0bNtCuXbv4TTJjmxOFQsHDIZ06ddJ7kwsLC+Nelr/++osSExO1eqUNHDiQNmzYQMnJydSmTRuev2WoYOH3339PAKh8+fKZGjG6EMMbJQgC1+FavHix1muvXr2ijRs3Ut++fbloJQAttfA//viDHj58yJPev/32W5PWo2t9TPtr7969oozJYIng9evXF3VcBtO9EtsAVIcZ88WLFzfbHESqsC3LScxuRWdWCILAPXnBwcFmnYuIvm5DShAEGjduHBUuXFhvgmFG+vTpQ506ddJ4rkGDBlKyuYTEv4y0NKKiRW8QIOM371mzZvFw0Zs3b4goXcGceYXu3btHAQEB3ACaN2+e1tgrV64kQKW78+HDB71r+OabbwhQtfZYunQpubm5kb29vc7wG2t6bGtrS35+fgado5+fH88jOnv2rIFXJp1u3boRABowYIDRxzKY18TW1lbjvBQKBdfMyhiqa9WqlU6pgPfv3/MboFiaSffv3+eh0swquk2BFRDMmTNH1HEZTAspo4EqJn/99RcB4vUy1EdwcDD/YWIuGQdGcnJyzqbgfM2G1NixY8nZ2ZmuXbtGoaGhfFN3Tw4ePJhmzJjBH3t5eZGVlRWtWLGCXr58SXPnzpXkDyQk/oUsXx5JQLoHZNKkSbwNzLJly4iI6NGjRzzMV6FCBYqMjCS5XM5FOhs1akRyuVxj3NevX/NjMkuaZSrOLHeJ/V2iRAmtqraQkBC+D1ubITCtHFOEIB89esRvbNkp2+/cuTMBKpmGLl26aLzWtGlTsrGxoaZNm9K8efPo+vXrmSaGs/L4pk2bmryejDCPXXZkHXShUCgoX758BIC8vLxEHZvB8vMuXrxolvGJiKZOncr/f5iTf/75hwBQ4cKFzToPkappNvv/Zm6jjYi+bkMq4y8dtqlXZTRr1kyrF9WBAweobNmyZGNjQ5UqVZIEOSUk/mXExQlkaVmLfydUrVqVew9q1KhBiYmJ5O/vzxvitmvXjofF2M3c2dmZ3r59qzGuUqnkrUQy02qKi4vjya5sK1WqFG3dulUr/CYIAvcM1apVS8tw08e5c+cIUFW2mZIH0rVrVwK0xUWzQqFQ0O3bt2nWrFk8iV59+/jxI983MDDQ4B55qampPPSnXqWXHZRKJX8fjh49KsqYjHv37vHPiaHvmTEwOR8AoifIq8MqJP/44w+zzUGU3hqpVq1aZp2HSCVMC4Ds7OzMPhcRfd2G1P8LyZCSkPiy8fRcwm9CFhYWtG7dOv731atXqUWLFtwDVKpUKZ4ofP36dZ7Hoav6jCkz586dO9OczGnTpvH5S5YsSdu3b9d7s92/fz8BKjVwQ6um0tLSeDn/lClTDDpGHXVvlLFGGAtXqm+Ojo40bdo0On36dJZ6V/rYu3cvASrVd2NzvfTBmh47OTmZvC59sIrNHj16iDou4/Tp0zz3zZyULl2aAPM0W1aHhRAzptaYA1al6erqava5iEgypExBMqQkJL48FAqiq1eJZs58pJEXNWfOHN4jb+TIkdwAAUC5cuWip0+fEhFRVFQU3++bb77RGv/du3e8oixjfo8gCPTgwQMiSu+ewObLLLQQGRnJK+6M6U23du1aAkAuLi4meSu6dOlCgH4la0EQ6MmTJ7R48WJq1KiRhkjn9u3bydnZmTp27MjP88aNG0avISONGzc2+jpkxXfffUcAtKISYsDW++eff4o+NpGqCAoADRkyxCzjE6m8gDmVlD1v3jwCVNIj5ub27dv8R0yOIBlSxiMZUhISXxaHDxMVLUoExBFQiBtKHh7VaPz48dzTkbGdCJMtEASBevXqRQCoTJkyFB8frzG+IAjUrl07njelXlHn5eXFG/VevXqV3N3diSVwZ1WyzuQVKleubHCZ/8ePH3mu14YNG4y8UiolduaNUk9qj4+Pp6NHj9KoUaO0wpLLly/n+6WkpJBcLueK256enkavISOsfYuVlZVoN3S5XM7fb1MS8TMjNjaWGyCGan0ZC/u8rVu3zizjExG9ePGCAJXkhDmbFROlK7SLaSjr48KFCzyknyNIhpTxSIaUhMSXw+HDRDIZ+x7rp2YAWBFwkLdaYf3QWOhOvZceK2O3srLiniV1tm3bxj1YLBT28uVLntvE8jFq1qxJAKh06dJZNiU+ceIEX48xLVWYYVilShWTcnOYN2rw4MH8uXv37vHrw7bcuXNT586dacOGDVqVie/eveMaWmJ4o0aPHk0AqHfv3tkei8Fupvnz5xctVMg4evQoAaoEe3MgCAJPZNf1eRSLI0eO5FjeEvvcbdy40exzsfNq2LCh2eciIsmQMgXJkJKQ+DJQKJgnigjYniF3ZxUBmsnQLDTXtGlTfnP19fXlzYR1VcyFhoZyD9DSpUspJCSERo8ezT0SFhYWNHLkSJ4zY2NjQw8fPsx03dHR0VzN3Jgeat7e3nxeU3Ja7ty5w6/FTz/9xJ9PSkoiOzs7KlmyJE2YMIHOnTuXaU7Rt99+S4BKiyu7REdH8+svZjuP4cOHEwCjpG0MZezYsQSAxo8fL/rYRERv3rzhnyUxBEn1sWTJEu49NTd16tQhAHT8+HGzz8UEYtu0aWP2uYhIMqRMQTKkJCS+DK5eZd9ffgTYqRlNdQlY8PnvvOTgkIdrGhUuXJgLAqampnIvUsuWLbVEMAVB4MrftWrVopSUFF6SDoC6dOlCPj4+9OjRI+7R0aWPlBHWvLVMmTIGq0kLgkCtW7cmANS9e3eDr1FycjIdP36cBg8ezDWnAFClSpU09vvw4YNB4R11b1RmDeINhSm/V6pUSbTwUkpKCi8muHr1qihjqsMEPtXV2cVk9+7dBKhaFJmTYcOGEQCaP3++WechSm/Zkt2G1oawfv16MmchgBaSIWU8kiElIfFlsGcPEZBCQHU1I8qJgKsEsFDVHuraVdUixNramm7fvs2P/+GHH3j4R5ew5oEDBwgAWVpa8mbD69ato/r16/OQVlxcHFdG79KlS5bGwMWLF/lajQmLsVCgjY0N+fv7G3TMuHHjuBdOfevVqxcdPnzYJMOFeaNatGhh9LEZUSqVVLZsWQLELb9n16pQoUKi6wgxb5G1tbVWLp1YTJo0iQDQhAkTzDI+g+mliSU3oQ+lUsmN+MwEbMVi2bJlBJinyEAnkiFlPJIhJSHxZaDySE3MYCisJ8D+89/tCbjE86LUb9YshwYAHTt2TGvsiIgIrm7es2dP/rxCodAwQAYPHkyAShVdXUNJF/Hx8Vy7ypiwUGpqKi9T//HHH/WOfeTIEY21MamCIkWK8N5j06dPN3jejAQFBXFvlBhhOPYeODo6ZplTZgwsid8cIpPM29G8eXPRx2YwA2fXrl1mm0MQBB6yZj8SzEV4eDgBqlZE5tDcygjTgsvYJNxsSIaU8UiGlITEl8GRI8czGFFdPnukQIAFAdfJwsKFANCwYcO4kREREcEbqI4dO1Zr3EePHlH+/Pn5uPqSVlkSuqWlpVYPPV1MmDCBAFUTZGO8Gb/++isBqua16gZHbGws7d69m7p3787V1tVDJz4+PnT37l365ZdfuIcmOwYLyw0Sy4hgoqBi5holJibyxs937twRbVwGW/Mvv/wi+thEKo2wXLlyEQCDW5+Zgrrgp6Giqaby5MkTAkBubm5mnYcxZcqUTH90iI5kSBmPZEhJSPz/CQoKoty586kZUW4E5FF7vJkAVYJrzZo1eS6SIAi8tUrFihU1cpSioqLou+++45V+gEr3RpfR8/LlS54kvWjRoizXe+vWLT7u+fPnDT7P8PBw7hnbsmULxcTE0Pbt26lz585alXYlS5bU6tTw4cMHbljs3LnT4HkzEhQUxOcTI+/o3bt33FNoasNkXbBwrIeHh+gl/WlpaeTo6EgAsiwoMBXWSiVPnjxmlSS4efMmASB3d3ezzcE4c+YMAaqekzkBy0FcuHBhjswnGVImIBlSEhL/X+RyOVWr1kTDiJDJnNQeryB7e9WXab58+TS0fpjKuboYJxHR4cOHycXFRWPMX3/9Vef8SUlJVLVqVQJUOkpZ5eEkJSXxXKDhw4cbda6jRo0iluyuVCrpypUrGmssW7Ys/fzzz/T48WOdN96BAwdyr1p2bsxM3FIsb9RPP/1EgDiVf+r06NHDbN4IppTu6uqqVZggFkw939wVZ5s3b86ReYjS5UXat29v9rmI0ps9r1q1Kkfm+9IMKStISEhIZMGPPy7E06c3AcgAEGxtbZGSEgcAaNduMipVcsLKlZshk8mwd+9eFC9eHADg7e2NqVOnAgB+/fVXVK1alY/p4OCAjx8/QiaTgYgwZcoUTJs2Tef8U6dOxbNnz+Dm5oZdu3bB0tIy0/XOnz8fr169QqFChbBy5UqDzjE+Ph6rVq3Cpk2bAACrV6+GhYUFmjZtimbNmqF58+bo1asXKlWqBJlMpnMMLy8v7N69GzKZDL///rve/bLiw4cP2Lx5MwBg7ty5Jo2hTmpqKh9v3Lhx2R6PERcXh9OnTwMA+vXrJ9q4jPPnzwMAWrduDQsLC9HHB4D79+8DAOrVq2eW8Rl+fn4AgHLlypl1HgAIDQ0FABQqVMjscwFAQkICAMDR0TFH5vviMIspJzKSR0pC4v/HhQtXSL0FDAtbAapy57t37/IQlHoeS1JSElWuXJkAUIcOHSgyMpIuXLjAXw8NDeV5Ue3atdObFHvo0CE+nyEhugcPHnDtJ11J7eooFAo6f/48DRw4kIcNAZXYp7EeEIVCQTVq1CAANHr0aKOOzci4ceMIADVr1ixb4zB27tzJE/TFTD7esWMHAaBy5cqZJSzGtJC2bdsm+tgM1sLIXNIKjM6dOxNgXuV0Bvv8/Pzzz2afi4ioefPmBOjul2kWvjCPlGRISUhI6CUiIoLs7QtrhLbc3NwIANWvX5+CgoKoaNGiBKi0ltRvpkwR3M3NjZYvX0758uUjBwcHCg4OpuTkZKpfvz4BqiaxMTExOucPCAjg1W8zZszIcr2pqalUpUoVAkD9+vXLdN8lS5ZwkU71zc7Ojry8vIy7UES0ceNGnmsTERFh9PGM9+/fi5obRUT8Woudw9KhQwcCzNOGJDIykue4hYSEiD4+EVFMTAyfIzw83CxzMFio+eLFi2adh4i4Ftv69evNPhcRUe3atQkAnTp1Kkfm+9IMKSm0JyEhoRMiQtu23yAxMQSABQABBQsWRFhYGMqWLYvjx4+jX79++PDhA8qVK4dt27bxUNapU6ewbt06AICzszOmT58OAKhSpQo+ffqEGTNm4O7du8ibNy9OnDgBZ2dnrfnlcjn69++P2NhYNGjQAAsWLMhyzUuXLsXz58/h4uKCtWvXarwWHh4OV1dXHiIKDw9HSEgI8uXLh5YtW+LIkSMQBAHbt29Hw4YNjbpWUVFR+PnnnwEACxYsgKurq1HHZzyHtLQ0NG3aFM2bNzd5HMajR49w9+5dWFtbY9SoUdkej/Hp0ydcuHABANC3b1/RxmVcvnwZRIQqVaqYLUT18OFDEBGKFy+OvHnzIj4+HqmpqRpbSkoKFAoF6tSpw4+7efMm3r17p7Vvamoq0tLSsGjRIv5/4ffff8eNGzfw+vVrAMCKFSvwxx9/wMLCAhYWFti6dSvs7e0BAFu2bMGNGzf4azKZjP9tYWGBxYsXI0+ePACA48ePw8vLS2sfCwsLPHjwAEB6aM/Hxwf+/v6wt7eHvb09HBwc+N/29vbInTu3yWFoQBUWB1Th+hxBqUz/+8YNoE0bIItwv1kxiyknMpJHSkIi5/nxx1WfvTSqX+xMzyh//vz0+vVrmjZtGgGqNjA+Pj78uJCQEN63jG1OTk60Zs0aksvlXLzP0tKSLl26pHd+Jt6ZJ08eevv2bZbrff78OV/j3r17iUgVXty7dy+1b9+eLC0tNdq8+Pn50dGjRykmJobKlStHAKh///4mXSvmfatUqVK2QmcfPnzg3qgrV66YPI46rHWLqeemj7/++osAULVq1UQdl8E0uaZNm5blvikpKRQWFkYBAQEazx84cICWLFlCP/74I40ZM4b69u1Lbdu2pXr16lGjRo14y5Y+ffpQy5YttbyTbLOxsdEYl4Xp9G3qvQb79++f6b7q9zX2Xunb1D1zTNojs43JUbBCA32bekXkhg0bqHLlylSvXj1q2bIlde7cmfr160cjR46kSZMmaVxjHx8f2rNnD///fuDAAQoPDxddlFWDw4eJihRJ90gBqr5Vhw+LOo3kkZKQkMgW168/xLJl0z8/IgAqD5G1tTWOHTuGR48eYcWKFQCArVu3omLFigAAQRAwYMAAREVF8bGGDh2KZcuWoUCBAjh58iRmzJgBAFi7di08PT11zn/27Fn8+uuvAIC///4bHh4ema5XoVBg+PDhkMvl6Ny5MwoVKoSRI0fi4MGDiIuL4/vdvHkTLVu2BACULVsWZcuWxeTJk+Hn54dChQpxL5oxPH/+HH/88QcAlffBysr0r1WxvVFRUVHYs2cPAHGTzAFg3759AMRNMk9JSUFoaChCQkJw/PhxAIBS3fsA1Xk8fvwYMTExfEtOTgYAFCxYkCdaA6r34+bNmzrnsrW1Rf78+QEAdevWxaVLl/hrVlZWyJUrF99sbW1BRNxrU6NGDSQnJ2vso74RER9r8ODByJ07N/8cz5w5E4IggIggCAJsbW35vr1790b58uUhCILOTd3j4+npiVy5cvHX2HhKpRIbN26EIAgoXLgwAKBw4cKoW7cuEhMT+ZaQkMCvG/OIAapCB29vb73v0cCBA1GiRAkA0Pj/DAB9+vQBAMhkMuTLlw9Hjx5FkyZNAKgKMU6fPg1XV1e4uLjAxcWF/+3q6mqYV+zIEaBXL5X5pE5wsOr5Q4eAHj0yH8MciGrCmQnJIyUhkXNER8eSvX0pnb9c9+zZQ97e3jzhXF21WxAELsxnZWVFFSpU0Mg1ev78OW+fokuUkxEcHMxlEQxVSmYCmo6OjlSsWDGNNXt4eNCsWbPIz89P6zh1aYMzZ84YcZXSz7lZs2YEgHr37m308eqoe6NMaZCsixUrVnCvkZjJ4CEhITy3SF3qQh/x8fH06tUrun79Ou3bt09LX6tTp05c9TvjVrBgQY19mzRponM/mUymte+iRYto6NChNHnyZJo3bx6tXr2atm3bRseOHaOrV6/yYoc7d+5QQkICJSUlmcWbsmjRIgJAgwcPFn3sjKgLf6p7xnShVCopPj5e45wDAwPp4sWLdOzYMdq9ezf99ddftGrVKlq0aBHNmDFDwyu2a9cuatGiBZ+P9Vtk2z///MP3ZZ5ofZt6Icm5c+dowIABNGnSJFq4cCFt3LiRDh04QNddXckHoCR1bxTbZDKiYsVUndVFQEo2l5CQMAlBEKhatQE6v+gWLlxIMTExvM+dp6cnyeVyksvltGTJEt6vDFAJWap/OUdERPBWLS1atND7Ba9QKPgXc/Xq1Sk5OTnT9SYmJtKBAwe4yvjmzZupTJky5OjoSMOHD6dr167prb6LjY0lDw8PAkyvstu/fz8BqgR1Q8KPmcFCNU2aNBHF6FEqlbxx9F9//ZXt8dRZu3YtAaDatWvTixcv6PLly1pVb0OHDqWyZctyQU31rUCBAhr7MmMUUOmNMaPKzc2NRo4cqbHvxYsX6ejRo3T16lV6/PgxBQYGUnR0tNFVlq9eveLzpaSkmHYhDIRpi5lLnV2dnFY1T0pK0ghTyuVyCg8PJ29vbw3x3YsXL9LEiROpf//+1Lp1a6pevToVLVqUq8qrhxeXLl2audGly5Bim0gFGpIhJSEhYRLTpm3V+cU1dOhQUigU1KVLFwJAxYoVo4iICHry5AnVrFlTY9+MonypqanUtGlTAkClSpXKtD/eggULCFBJLOjyIDF8fHxo4sSJ5OzszKUOWrduTYIgkI+Pj0EtOFg+SokSJUxq45KQkMC9X/Pnzzf6eHWCg4P5DUUsbxRTt3Z2dqYEEyubMhoY8+bNo/bt25OdnZ3WZyTjjZuVxLPN3t6eypQpQ02bNqUBAwZoGIvPnz8nb29v+vTpEwmCQI0bNyZA3MbKGWHthho1amS2ORhMFiMrOQ4xOH36NAGgGjVqmH0uovS+fgBMEk0VBIHi4+M1cgsfPHhAK1asoBkzZtCIESOoa9eu1LBsWSoLUD6AHmdmSO3ZI8p5SYaUhISE0Vy69JIAW60bZPPmzSk1NZWHJ3LlykW3b9+mOXPm8A7zbJs5c6bGmIIg8PYRTk5OmbYmuX79Om9hsmPHDq3XU1JSaPfu3TpDO/nz5zeqRP7EiRM8HHTjxg3DL5IarFGrh4eHxi9vU5g4UdUIunHjxqKF4Dp27EgAaPLkyZnuFxoaSjdu3KBt27bRnDlzaODAgdSgQQMqUKAAFSpUSGNfXQnZefLkoQoVKlCrVq001u7l5UVXr14lPz8/owzVjx8/8s9BUFCQcSdtBKNHjyYA9MMPP5htDiKVZ5AZnpn9OBCLTZs2EQDq2LGj2eciInrz5g03lM2KqmN61pvkkdKNZEhJSJiX6OhksrWtyG+OrPqtXLlyFBUVRWfPnuU5MT///DMX2mTGCAD69ttvtYyANWvWEACysLDINAcpMjKSihQpwr1fGTl58qRGOxlLS0u+BktLS7p165bB5xoZGUkFChQgADR16lSDj1PH39+fe5AOZ7NaSN0blVkVozEEBATw9+Xp06fk7e1NJ06coNWrV2sZu+o5Lro2de/e4cOHuYHWtGnTbBuQumDioeaqBmSwz8/Ro0fNOk9AQAABqso/McVQ9TFv3jwCVD0rcwIWSswYrhUdhUJVnSeT6TagpBypzJEMKQkJ81KmTHrZtY2Nyivl4uJCb968oYCAAJ6z0qlTJ+4tyJMnD0+O7tu3r1aS7vnz5/m+K1eu1Du3elPjcuXKUXx8PKWlpWkIJPr5+RGgUuaeP38+7du3j49trOhgnz59CFA1UM4qB0sf3bp1IwBaXhhTMIc3inntmIGWcVM3gMaMGUMlS5akVq1a0ZgxY2jZsmV08OBBevToEUVHR2uMq1AoeDjTXCrWffv25Qa7uYiOjuaGZlhYmNnmIUoPtVWuXNms8zCYp23evHk5Mh9rxly6dGnzT3b4sMpgymhMsedElECQDCkJCQmDGTFit5qnx5rfgL28vCgxMZGqV69OAKhu3bqUkJBAderUoQ4dOnDF8Xbt2lFqaqrGmL6+vvz1b775JlMD4bfffuNznjt3jmbPnk2FChWinj17aux38+ZNksvl9O7dO+6dGjp0qFHGx969ewlQVRWqVxQZw/nz57knTF0/yxRCQkJ4oryhitcRERF09epV+v333+nbb7+lxo0bk5ubG89niouL4wYu25ydnalmzZrUq1cvmj59uoaSvDHX7+LFi9yINtUIzYy0tDT+uWEaSObg3LlzxHL2zA2rKO3Tp4/Z5yJKD+mKXWCgj7Nnz1JO5mTp1JEqVuz/qiMlGVISEv9hDh9+Rep99Ni2b98+EgSBd3V3cXGh9+/fExHRs2fPqFChQgSAGjRooJXIHBUVxSv7GjVqlGlF1IMHD3ieVZUqVbiXiXmfMt6sk5OTeTuKGjVqGBVaCg4O5p41U3+tp6WlUfny5Q3KPTIEVunYqFEjLYMmYyXaokWLeHseXduzZ8+IKF3yoFChQnTv3j2ewC0GrPosM/mK7HD16lUCQK6urmYVdZwzZw4BOSNHwIoazNFGRxcssf306dM5Mt+BAwcIUFWb5hixselG1JkzooXzNKeQDCkJCYksCA5OJSC9+oqFOliJtrpy8sCBA4lIlZjMSuorV65Mnz590hhTLpdTq1atCAC5u7tn2r8sNjZWI++JbS1atKADBw5oebkEQeA3pfz58xukX6R+bPv27QkA1apVK0t9HX2sXLmS3+gzhr2MRd0b9fvvv9OWLVvo+++/p7Zt2/J8sVevXvH9Fy9ezK9RyZIlqXPnzvTTTz/Rrl276MmTJ5Samkqpqan82M2bN2drfRmJiYnh6713756oYzOmTp3KPY3mhH1GN2zYYNZ5iIgaNGhAAGj//v1mn4uIeP7f48ePc2S+v//+mwBVY/Ic4wvrtScZUhIS/0HkcoFy5SrCb8zMKzR8+HBKTk7mzWgBUN68eenChQsUHR1NVatWJUAlGaCrSo4ZX/b29vTkyRO986emplKbNm34HHny5KEpU6bQy5cv9R7DmgJbWFjQhQsXjDpf1s4kV65cJofjQkNDuSaSqUZKdHQ099Cp627p29SbwL57947u379P8fHxesffunUr90aJrY3ErmHFihVFFfdUh7XqOXjwoFnGJ1LleTFh2KdPn5ptHiKVAc9ClcxjaE7S0tL4D6LsNM42BlZQ0rdv3xyZj4gkQ8oUJENKQkJc3NxqqBlRqrwoT09Pev78Obm7u/PXypcvT7GxsZSYmEiNGjUiQKU0/ebNG60xmaEDaFdCCYJAly9fpo4dO9L27dt5/7HcuXPT3LlzswzR3blzh1cSLl261KhzDQgI4DfOFStWGHWsOqz3W+3atQ3Sy0lISKCbN2/Sb7/9Rv3796fSpUsToFJwfvPmjUYeU4ECBcjT05MmTpxIf/31F3l5eWnkMRmCUqmkChUqEABatmyZqaepl4YNGxIAWr58uehjE6ULZFpbW5v1u55VmTk6Opq3JxypvI7M+De36CcRUVBQEL+Gpmg6mQKTRRkxYkSOzEdEkiFlCpIhJSEhHnXqdOE3cJZcXqFCBdqzZ4/Gzb1t27akVCopLS2Ne6icnZ11/oq/evUq92otXryYP5+amko7duzgCesAeJ6PlZUVnTt3Lsv1hoWFUeHChQkA9ezZ0yhviFKp5GKgTZo0MfnGee/ePb7+rJKgb9y4oZXvpb6tWbOGevXqRQCoZcuWonkOjh8/ToBKr8tYIywrfH19P39eLI3S6zIGVnTQqlUrs4zP+OOPPwhQCbiam0uXLhEAKlOmjNnnIlL94GBh9Zzixx9/JLFyBg3mCzOkpKbFEhL/ITp06IsHD04AACwtbaFUpsDV1RWnT5/G9u3bkZaWBgAYMWIENm3aBCLCsGHDcObMGdjZ2eH06dOoWrWqxpgBAQHo2bMnFAoF+vfvj59++gnR0dH466+/sHbtWoSEhAAA7OzsUK1aNdy9excAsG3bNrRt2zbT9crlcvTp0wchISEoX748tm7dmnVjUzVWr16NGzduwN7eHtu2bYOlpaXBxzIEQcD48eMBqBow16lTB97e3njw4AHfxowZg5EjRwIAnJyc8Pz5cwCqZrF16tThW+3atfHixQtMmjQJFhYWWL16NVxdXY1eky6WLVsGABg7diycnZ1FGZOxfft2AEC7du1QqFAhUcdmnDp1CgDQqVMns4zPuH37NgCgYcOGZp0HAF6+fAkAqFChgtnnAsD/rxUpUiRH5gOAhIQEAICjo2OOzfnFYRZTTmQkj5SERPbp23cg94pYWxfkOUN37tzhJdoAaNq0aSQIAgmCQOPHj+feI12CmrGxsVSxokrIs06dOjxEp55jVbBgQVq8eDHvzwZot5HRB8sjcnR0JF9fX6PO18fHh+so/fnnn0Ydq86WLVt4uKRevXq8YbP6NmzYML5/WloaHTt2jIKDg7XGUiqVVKdOHQJM7++ni1u3bhGgEn0U22OkUCh4Aru5cpdiYmK4R1NX2FhMSpYsyUOs5mbs2LEEgGbMmGH2uYjSeyBmlA4xJ0OGDDFbOFkvX5hHSjKkJCT+Awwb9g2/6VtYFFUL7VnS0KFD+ePZs2fz0NncuXMJUFXz7dHRv0qhUHDNGhcXF41k2pMnT1LVqlVp27ZtlJKSQidOnOA98X788UeD1rxr1y69OVdZkZaWRrVq1SIA1L59e4PDgYIg0MuXL+nPP/+kAwcOUGRkJLm6uvLrwNZjb29PTZs2palTp9K+ffsMbljMzsnBwUFUIcjOnTsTAK0Gv2LANJfy5ctntjwfVkJfvnx5s4zPCA0N5e+l2OFPXbB+g9u3bzf7XEREM2bMIAA0ceLEHJmPiKh79+4EmLcvohaSIWU8kiElIWE6o0aN0pmrk3FbuHAhP4ZV4gD6lcNZqTozMNR1cphHi0jlLWFl88OGDTPIqHny5AnvT2aKwjVrk5E3b16dniGGUqmkJ0+e0Nq1a6lnz57caAJUSuNMBb1SpUo0e/Zs2rZtG/n4+JiUa5WYmEhFi6qMWCYxIQbe3t78fTBHLzemJTZ+/HjRx2Ywr8a0adPMNgcR0ZEjRwjIOZVxlg/44MGDHJmPXUdjCzKyQ+vWrQkA7dy5M8fmlAwpE5AMKQkJ41AoVL07W7X6VsNYksnSE6DVE8t//fVXfizrdQaAFixYoDV2cnIyDRgwQGNcGxsbmj59uta+3t7elCdPHgJU7WUM6TX26dMnKlGiBAGqhHdjjZZ//vmHh4kyetIyGnFMOFR9y5UrFzVr1oy3KrG0tDRZBV0dVt3k7u4uao865lHs0aOHaGMyoqOjeXhUjGugC4VCwfXErl27ZpY5GD/88IPoYVV9fPz4kX+mMpOsEBNPT08CdDf9Nhf169c3yWucLSRDyngkQ0pCwnBUHRQEAsZlMBLSjaiCBQvyv9euXcuPPXXqFA/BTZw4Ucvw+P3337kuDqCSL5gzZ47OMNW7d+94bk2DBg00mt/qQ6FQULt27QhQaVVlFPzMiuTkZJ6z1bt3b0pKSqIbN27QokWLqE2bNlShQgWNc+rWrRvZ29tTmzZtaPHixXTz5k1KSUmhsLAwyp8/Pw93ZpfQ0FCeW6UrTGoqQUFB3Gi8e/euaOMymKRF5cqVzaYd5eXlRYBKS8xUoVRDYRIe27ZtM+s8ROk96HKygo7JX1y+fDnH5mTNn8VquG0QkiFlPJIhJSFhGIcPEwECARMyGFGW/O9q1arxv9WTsG/cuMFDcIMGDdKpQ8NUmlnoK2N7GEZkZCRvpVKxYkWDDaJZs2YRALKzs8tU0FMfLNxob29PDRs21Nm0NyAggO8fERGh5SUTBIHnfVSrVk1LYd0URo4cSQCoXr16ohok33//PQGgZs2aiTamOvXq1SMg86bT2eWnn34iANS/f3+zzUFElJKSwj8P6orx5oIJmLZt29bsczGcnJwIQKbCtmLj4eFBgPnU7nUiGVLGIxlSEhJZo1AwT9TEDMYDS5J2IBub5jyfZsuWLfzYx48f8y/hzp07U1paGsXExNCiRYt4Evny5cv5mLq8VYyEhAR+Ay5WrBjv0ZcVx44d4+Mbmm8hCAI9fvyYUlNT6dKlSxoJ4WwrUKAA9e7dm9atW0fPnj3LUqhw925VE2crKyuTjLmMPHnyhK/Ly8sr2+MxoqKiuNCororK7PLixQse2hQzMT4jVapUIQC0e/dus81BlK6x5OLiYjbvmjpTpkwhADRlyhSzz0VEFB8fzz/zcXFxOTInEVG+fPkIQLYbeBuFZEgZj2RISUhkzZUrGY0odUHIygSovCwWFpYaN61Xr17xpNgmTZpQcHAwzZ07l+c29enThydvA6rkb303orS0NN7TLl++fPTixQuD1u7r68vbr2RVcRQZGUl79uyhIUOG8BDl3r17eSiuXbt2NGjQINq0aRP5+fkZddMMCQnhjY115YcZiyAIvK9bnz59sj2eOiznqkqVKmYxDJjQYufOnUUfm/H27dvPn0kLo8O4xsL6JHbp0sWs8zDatm1LAOivv/7Kkfn8/PwIUFWE5iQs1zIoKCjnJpUMKeORDCkJicwRBIHatp2gx4hqQUC3z39b0aRJ6VpAHz58oOLFi/M8mKlTp3KDBlApnrPSegC0aNEivWtQKpU0aNAgHprLSgGcERcXx/OamjRpojNP5u3btzRr1iyqU6eOltfJ3t6eihUrRoCqIbGpidyCIFCnTp34OGLk65w+fZoAVTK+ekgxuyQlJfEKQ3NUS8nlcipUqBABoCNHjog+PmP9+vX8fTc3PXv2JCDnKtpYq6Vbt27lyHxXr14lAFS2bNkcmY9I1bmA/T/MbhNvo5AMKeORDCkJCf2oC2dqbw0JYIaQDQHH6epV1XGfPn2iSpUqEQDKnz8/5c6dmx9XpUoV2rt3L40bl56w/ttvv2W6jmnTpvFQ0OnTpw1eO2uXUrhwYQoNDSUiVaK6ujDjP//8o3Fe1apVo+nTp9Ply5d5eb6rq2u2fhVv27aNGz3Pnz83eRxGWloazxPTVdGYHVibE3d3d7MkaJ85c4Z/LsTIEdMH816aW8xREATuvbxx44ZZ5yLSDLOZ29PGYCHpFi1a5Mh8RJqViYZU5IqGZEgZj2RISUjoJnMjajgB7T//nYuAs1SsmCqXKj4+nucxFSlShAv51ahRg44cOUJyuVxDf2rDhg2ZrkNdGd0Y8cFly5YRy0datWoVTZkyhVceqauFK5VKGjFiBG3btk1DuZv1Z7O0tMxW6fz79+95NeKSJUtMHkcd5m1xcXERVfxRoVBwde41a9aINq46TD/LnMKOCQkJPPnb3Pk1gYGB/HMmpvSEPh48eEAsPy+nYDmMAwcOzLE5WWjW1tY2x+YkIsmQMgXJkJKQ0EapVPIWFNrbcgJaff7bjoBLJJOpqvr8/f15KCxfvnzk4+ND8fHxdPLkSRIEgeRyOQ0ePJjnrmRVKr59+3Y+r7oeVVZcuHCBh+msra011m9hYUHdu3fP9PjLly9zqYbsGBSqsKgqn6VevXqi/LKOjo7m2khiKz7v37+fv3f6qiazw6dPn3jey+PHj0Ufn8GKC0qUKGH25G/mralbt65Z52Gw/xPNmzfPkfmIiCZPnmwW72dmPH/+nHuDcxTJkDIeyZCSkNBEqVTSmDFjtAwoKytrmjr1INnYNP38nAMB16lYMaKdO2Np8uTJZGFhwY2VjHlMqampPNRmaWlJ+/bty3Qdp0+f5sbM1KlTM91XEASeJ/Ts2TOe1M22IkWK0IgRI+jgwYMUFRWV6Vhv377lhsqQIUOydSPetGkTASohTrHKxpnwY4UKFUQNeQiCQDVr1iQANGfOHNHGVYd50qpVq2aW8RlMEmLChAlmnYeIeIh68uTJZp+LKL1Vy3fffZcj8xER9e7dmwDQ6tWrc2zO27dvc2M4R5EMKeORDCkJiXSUSiW/CalvTk556caNG1zryd7eiebNu03nz6fQihW/8So89VCaugGSnJzME8ttbGzo2LFjma7jzp07vI3L4MGDdcoKyOVyunLlCk2cOJHc3d0pd+7c9OzZMypQoAABoJIlS9KSJUvI29vbYGMoMTGRatSoQdlNLidSGWQsuX7FihUmj6OOv78/9+gYmitmKBcvXiRAlcwfGRkp6tgM1lTZ0MbSpqBUKnky+4ULF8w2D4N9Xg4cOGD2uYiIunTpQgDo999/z5H5iNLFRnPqHIlUXmUAVLVq1Rybk4gkQ8oUJENKQkKFUqmk4cOHaxlR5ctXpmfPnlHt2rUJUPWYe/DgAZ04cYJXD6l7fl6/fq0xbmJiIu+ZZWtrS2fPns10HS9evOD6Me3bt9dIeE5KSqLjx4/TsGHDuCQB2+zs7LgRVa1aNaMrfQRBoIEDB/Jwwrt374w6PuNYrKVGo0aNTOqfpwvmGWjdurXoISv2Hpmr7x3r22dlZUURERFmmYMovXjAwcHBbI2QGfHx8dwLa6imWXZhrYdyUu2bVd+KqVWWFYcPHyYA1LBhwxybk4gkQ8oUJENKQkKVZMyMCPWtSZOW9ObNG6pevTpPbma5LeoilwDI09NTy3iJi4ujpk2bfvZi2dOVK1cyXUdQUBDPsapXr55Wng5LIGdb/vz56ZtvvqEdO3ZQqVKlCACVK1eOwsPDjb4Gq1at4mHHq6z80ERY5ZudnZ1oSte3bt3iYVMmZCoWDx8+5OceGBgo6tgMVnnZrVs3s4zPYLpk5ugPmJHLly8TkHOtWpKTk7nhpl4YYU4EQeBeUHN9NnTBcsFyUr2diCRDyhQkQ0riv45CoaAePXpoGVH9+g2ioKAgLmOQN29eHqJKTU3V8F59++23WqXy0dHRvHrPyckpy1+znz594ppPpUqVouXLl1Pr1q01cqn8/PyoWLFiNHHiRLp69SrJ5XKKioqiqlWrEgDy8PAwSabgypUroiSXE6nCb6z3nViVb0qlkurWrUsAaNSoUaKMqQ5romyuVipyuZx7C7MK62YX5jlVV9c3FwsXLvz8f6Wf2eciUuX/ASBnZ+ccUVAn0pQhMLeHT51169YRAOrVq1eOzUlEkiFlCpIhJfFfRi6XU4sWLbSMqJ9+mkXv37+ncuXK8ZAcM6YCAgKoefPm3DuyZs0arS/1yMhInjuSL18++ueffzJdh3puUsYqu549e2rsqz5XXFwcN9YKFiyoFVY0BDGTy5VKJTVr1owAVY+6rFrGGAqrDHNwcOB6WGLx5s0b7uUwVyXdyZMnecjUnM2Dg4OD+efGnK1nGEyrSr05tznZt28fAapG3TnF06dPuTc6J1myZAkBmlIlOcIXZkhZQUJC4otFLpejVq1aeP78udqzFvjzzz/Rrl0bNG7cGO/evQMApKSkwMLCAq1atUKrVq0QEBAAR0dH7Nu3Dx06dNAYNywsDK1atYKPjw/c3Nxw8eJFVK1aVe86wsPDUaZMGcTHx/N1AUD9+vXRvXt3dOvWTWN/mUzG19S1a1fcu3cP+fLlw8WLF1G6dGmjrkFycjJ69OiBjx8/olatWti4cSMf3xTWrVuH69evw97eHlu2bIGFhYXJY6mvccaMGQCAn376CQULFsz2mOqsXLkSgiDA09MTRYsWRVBQEJKSkpCUlITk5GTkypULtWvX5vtv2bIFHz9+5PuobwULFsTq1av5vq1bt4avry8iIiIAADExMciXLx8AwN3dHT4+PnzfFi1a4NGjRzrX6OLiAn9/f/64c+fOuHXrFn/M3rPU1FQAQN26dVGgQAEAwMyZM/HgwQPY29sjd+7cfGOPf/rpJ1hZqW5XDx48QGRkpMbr6vvb29vzuQRBwJ07dwAADRs2NOHKG8/Lly8BABUqVMiR+QAgJCQEAFC4cOEcmxMAEhISAACOjo45Ou+XhmRISUh8ocTHx6Nq1ap4+/Ytf87Kyg4nTx6Bm5sbqlSpgri4OP5ajx490LlzZ3z//feIjo6Gh4cHTp48iSpVqmiM+/79e3h6euL169coXLgwLl++jPLly2vs8/HjR9y/fx8dOnRAZGQkOnfuzI2oOnXq4JtvvkHXrl0z/eKWy+Xo06cPrl69CgcHB5w7dw6VK1c26hoQEUaPHo1Hjx7BxcUFR44cgZ2dnVFjqPP69Wtu8KxYsQIlS5Y0eSx1Vq1ahffv36NYsWKYMmWKwcd5e3vj48ePOrfixYtj0aJFCA8Px9atWwEAly9fhqurq9Y4tWvXxoMHD/jjhQsXanxu1ClXrpzG4/DwcHz48IE/lsvl3FBOTEzU2DchIUHjM6eOjY2NxuP4+HjExMToPnEAnTp14n8/evQIly5d0rmfTCbDrFmz+ONly5bh8OHDesdNSEiAvb09AGD48OGIiYmBhYUF5syZA1dXV7i4uMDFxQWurq7o378/cufODUBl9NvY2GTbsGaGVMWKFbM1jjEEBwcDAIoUKZJjcwLg3wmSISUhIfHF4e/vj9q1a2vciBwdXXD9+gV8/PgRrVq14je0+vXrY9WqVfD29saoUaOgUChQv359HDt2jP/iZwQGBqJly5Z4+/Yt3N3dceXKFZQqVQqA6gZ0/Phx7NmzBxcuXIBMJsPdu3fRr18/vH79Gs7Ozjhw4ADatGmT5fqVSiWGDh2KkydPwtbWFqdOnUKdOnWMvg5r167Frl27YGlpiYMHD8Ld3d3oMdTX9M033yA5ORmtWrXCmDFjTB5LnbCwMCxZsgQAsHTpUpw/fx4fP35EZGSklnFUqVIlbNmyhR/bqFEjvYZJ7dq1sWjRIvz666/8Jp+WlgYAsLW1hZ2dHffEFCtWTOPY7t27IyoqSsNbw7aMhtiOHTuwefNmrF+/HtWrV9cwUiwtLTX2PXLkCPcoASpDl5HRANmxYweSk5M1nktMTET9+vUhl8vRvXt3/vzMmTMxePBgJCYmanjPEhMTIZfLNTyQJUuWRK1atfjr6vsD0DC0mTdNEAScOXNG6xr36tWL/z1p0iRs3rwZ+fPn58aWutH1448/wsnJCYDKcElLS4Orq6uGBwwAXrx4AeC/4ZFihpSDg0OOzvvFYWzc8Pr169SpUyeuAXL06NFM92eNFDNuxuQQSDlSEv8lzp07R1ZWVhr/X4oVq0hXrlyhmTNncjXwggUL0q5du0gul9PUqVP5vv3796fk5GStcf38/KhIkSI8Ufzdu3eUmppKJ06coH79+nFNKLaVL1+eSxx4eHiQr6+vQesXBIG3l7GysjJZS0k9uVwMkcEVK1YQAHJ0dDRKNkEQBHr58iWdP3+eNm3aRLNnz6Zhw4ZRy5YtqXTp0rzsvG7duqRUKnmrGV1brVq1NMauU6cOlS9fnho3bkzdunWjkSNH0owZM2jFihV0+PBhCg0N5e/Lvn37KCEhQTSZBoZSqaQSJUoQANq6dauoY2fk0KFD/PMndiK2IAiUmJio8VzXrl0JAPXu3Zs2b95MS5YsoalTp9LQoUOpc+fOGmvQVcyhvqnff9TbJ+XKlYuKFClC1apVI09PT57LxqrnQkNDKTw83KyJ50yc11wirfpgUh85qZdFRF9/jlRiYiKqVauG4cOHo0ePHgYf5+fnx615AHBzczN2agmJfzVEhKVLl2LmzJkaz1eoUA+FCzvA09OTewDGjBmDVatWQalUokePHjh58iQAYP78+Zg9+3/tnXdYVNfWxt8ZqqgogoAIGhUURURRg9hbrLHXRBO/2KLG2DWWJGpiEo25UXNj7zHGXMUuNjT2ioiKDcECqBRFeodZ3x+Ts2VgKAMzQ3H9nuc8MHP22WX2lPesvdba3+TyIbp79y66du2KyMhINGzYEKdOnYKdnR3WrFmDL774QpRzdHTEiBEj8N5772HKlClISEiAm5sbjh49Wqi7XSLC7NmzsXHjRsjlcvz111+5/LMKQ2hoKIYOHYqsrCyMHDkSU6ZM0biO7Dx8+BALFiwAoFyGkyxbCoUCERERCA0NRWhoKMLCwhAaGgpra2tRHlD680h333mxYsUK4aOWlpaWy6phZWWVa+nl+vXr+dY5Y8YMpKSkwMPDA0OHDi2Wb1henDp1Ck+fPkWVKlUwdOhQrdefnQMHDgAA+vfvr/WxyGQysUwncefOHQDAmDFj0L1793yv37VrF6Kjo4X1MLtFMTo6WmX5SqFQwMTEBGlpaUhLS8OLFy/E8hqgtBhK77GFCxdiw4YNMDU1hYODA2rVqoXatWujVq1aqFWrFoYNG5ar35pS0hapd31pr1hRe9DAIqVp4r3ssEWKKe8kJCSovSOuV89F5IfBv5F5//vf/4iIKCQkhNzc3MRd8a5du9TW7efnJyxL1atXpw0bNohzERER5ODgQNOnTydfX19SKBS0a9cuEZXXsWNHjTbc/e6770RfN2/eXKTXIjk5WWyD4u7uXqzM5VlZWRQUFCQiG3v27CksA25ubrmiD6UjZ6ZmT09Paty4MfXq1YsmTJhAP/74I23btk1Yo8aMGVPkPubFy5cvRSRmQQlSi4P0vtP1Vi3p6ekiu/7Fixd12hYR0fPnz0XUqi5+OxQKBSUmJtKzZ8/I19eXjh07RlOnTs1lefz444+FFVndER8fL8rOnTuXWrZsSYMGDaLp06fTihUraO/eveTr65uvVat58+YEgA4dOqT1ceaHlE3dy8tLr+2WNouU3oRU7dq1ydbWlrp27arxh4iFFFOeCQoKovr16+f6gq1YsbLK40aNGtHjx4+JiOjatWsi54+NjU2uPfMkvLy8yMTERKWenBupZv9yXrlypSg3ZMgQjXLSSMkyUYylOIVCITZMtrKyomfPnml0/Z49e2jhwoU0bNgwcnNzU1mulMvl9Pz5c1FWyr1lYGBAtWrVorZt29LHH39Mc+fOLdQSlxT6bWVlRa9fv9Z0qAUibULbqlUrnS0LvXz5UiyfBgQE6KQNCWl7G2tra60vT6pDSkPQrFkznbclsWTJEgKUWyZlJy0tjR4/fkxnzpyh7du30/fff0/jxo3LtTF3jx49Cr28+Mcff9CiRYtoy5YtYt/K69ev62WcEtKN3IkTJ/Ta7jsnpB4+fEjr1q2jGzdu0KVLl+izzz4jQ0ND8vPzy/Oa1NRUiouLE0dYWBgLKaZccuTIETIzM8v3yxNQbraalpZGRET/+9//hKXC1dVVrdjYuXMnOTs7q9RhYmJCgwcPVvuZzcrKojlz5oiyX375pUb5lTZt2iSu/e6774r8eqxatUqIm5wZ1hUKBb148YJOnz5Nq1evpi+//JK++OILlTJSslB1R868Pvfu3aPQ0NAibSr85MkTIdK2b9+u+UALILs1Spc/UtIPvz62+JA2Dh47dqzO2yIimjx5sl4sbdn56KOPCAAtXbq0SNffv3+fDhw4QL/99hvNmjWLhg4dSq1atSI7OzuqVq2aSlkpP1b2w9TUlJo0aUJDhw5V8ZPUVq60nNStW5cA0OXLl3VSf568a0JKHe3bt6eRI0fmeX7hwoUFqnGGKctkZWXRN998k+s9LpMZU7t2HcVjCwsLYa5XKBQqS2e9e/dWWRaQSE5OJjs7O1HO0tKS1q9fn+cSXXp6urACAaCffvpJIwvI//73P7F0MWvWrCJbT86cOSOsI9k3zJ0zZw61aNFCbC6c/ahUqZJKe19//TWNHTuWfvnlF9q2bZtY0hw/fnyR+qQOhUIhfsQ6deqkE2vRlClThPjTlTUqMzOTateurTMxmB2FQiECHY4cOaLTtiSkLZP0uYmvlL3/8OHDWq87p+Bfv349jRs3TiSXzX5YWFiovG/69u1LtWvXpu7du9PUqVNp3bp1dPbsWYqIiCjW+8va2poAaH07pAJhIaXcz6lVq1Z5nmeLFFOeiY2NFVnHsx+GhlWpX78B4nHbtm3FViopKSkq++xNnz6dMjMz6c2bN/Tf//6XWrRoQS9fvlTZc0+yZOW3jJKQkEDdu3cXViBNo7a8vb1FhOH48eM1+lJWKBT09OlT2rt3L02ePFn4gpmYmKjcQX/44YdiPAYGBuTk5ER9+vSh2bNn0+bNm9ValNLT06lt27YEgJo2bao2irGo7N69mwCQsbFxoSMZNeH58+diOfbkyZNar1/i2LFj4ke3OH5oheH69etC+GpzLvIiNjZWRM+9ePFC5+0RKYWONG/SErw+uHr1KgEge3t7Cg4OpiNHjtCff/6pUsbR0TFPS22tWrVUPrfXr1+nwMDAQllqJausPvf3IyIWUkREXbt2zbU2nB/sI8WUFwICAsRdnKolyoicnOr/+7+MFixYIL7IIiMjydPT81+xZUhr164lHx8fGj58uIr/08iRI8nc3JwApd9OQT/CkZGRYs8zMzMzOnr0qEZjOXPmjFh++uijj/IVbDnPzZw5U/h1qDuybx1y+vRp2rdvH92/f18sbxaEtExpbm5OwcHBGo0rP2JjY0XqF12FmktLUm3atNFpyHz//v0JAE2dOlVnbUjMnz+fAKXfnT6QRGLdunX10h6RMr0IoNwEW1dLaerYu3cvAcoNxPMiKiqKLly4QBs3bqSZM2dS7969qV69eiSXy6lFixYqZRs2bEiAchuohg0b0oABA2jevHm0fft2lW2kMjIyxOdVFz6C+VLWhVRCQgL5+/uTv78/AaBff/2V/P39RV6WuXPnqjjarVixgg4cOEBBQUEUEBBAU6dOJblcTqdOndLJgBimtLJp0yaxdKUqogxE9JiNjQ35+PiIawICAkRkmLm5OY0aNUo8lo4mTZqo7MXXunVrCgsLy7cvjx8/FneplpaWdPXqVY3Gcu3aNapUqRIBoD59+qjszZaSkkK+vr60YcMGmjhxInl4eJCZmZlK5O6MGTPEl7V0V2thYUG7d++m8PDwYgmIgwcPitdi7969Ra5HHZKfj5OTk04sK2FhYcIyp8l3pKa8ePFCvBfv3buns3YkJN+1nTt36rwtIqIFCxYQoNyXUV/s27ePAGWkqT757bffCAANHDhQ42tTUlJUAjAUCoX4vKq7wXFzcxNlY2NjxfPnz5/XuVVThbIupPJKsDlq1CgiIho1ahR16NBBlF+2bBnVq1ePTE1NqVq1atSxY8dcTqQFwUKKKatkZhKdOpVBrVoNVfu5MTV9m7yxa9euKolqjx49KvyCHB0d6fr168ICVKVKFZo4cSIdPXqUWrduLeqYOXNmgRvO+vn5iYi/9957jwIDAzUa0507d4Q1qXPnzkJQbN26lZo0aZIrmah0nDlzRtQRHBxMV65cEctv1tbW9OjRI436oY6nT5+KEPtp06YVu77sXLt2TfiCZRe72kQSau3atdOpNUrytWvbtq3O2pCQLDWGhobFSoOjCZLf0MaNG/XSHlHeEXu65quvviJAu071WVlZFBISQidOnKBVq1bRxIkTqVOnTirBHc+ePVP5fBsYGJCrqyuNGjWKVq1aRb6+vlrrTy7KupAqCVhIMWWRvXuJbG1fEFBLrbCoWLGa+AL64YcfxHKAQqGgefPmiXIdOnQQpvOlS5fSjh07KCkpiXx8fKh69erCWlUY64uPj4+wJLm5udHLly8LPZ7ExET6448/xPWmpqZ04cIFcX7NmjWiz5aWltS1a1eaPXs2/fXXX/Tw4UOV5b2MjAzq06eP6PvNmzcL3Y+8SE1NFUuVrVq1KvQyYGHIyMgQvmcjRozQWr3ZCQ0NFdYoTW82NSEzM5McHBwIAO3YsUNn7Uj8/PPPBIA++OADnbdFpHwfSDccDx480EubRMWP2CsqI0eOLJF2/fz8hFVZnbtC//79RVmFQkGrVq2if/75RztimoWU5rCQYsoae/cSAV4EqLPOGJBMpnze3t5eiJG0tDRav349WVlZqZTPmSokKyuLFi9eLKwjTZs2paCgoAL79Ndff4klxM6dOxcq0eadO3do8uTJ5O7urnZZMvsdf0hICB04cIBCQkLytaZkZWXRp59+KsTYuXPnCuxHYZB8i6pVq6bRFjCF4ddffxXLj5GRkVqtW2LixIlCOOuSI0eOiNdJH47fkn/fmjVrdN4WEdHly5eFmNelVS8nUsSevpNiSsv6+hDF2bl27RoBb53Vnz9/TocOHaJFixZRnz59VLaNCQkJUfneqFevHg0ZMoR++uknOnnyJEVHR2vWeFzcWyF19KjS9K9lWEgxTAmSkaEgM7P/U2uFAt46h3/4YR96/fo1vXz5kr799ttce7S5uLjQ4cOHVaJnXr16JaLsAGVOnsL4JkhCAAANHTo0V6LN9PR0unbtGq1YsYKuXbsmnj9x4kSuMVSpUoUWLFhAJ0+e1PjuUqFQiESTBgYGWvvRkZIvAtDYab4gQkNDqWLFigRAJSu8NgkJCREi9+zZszppQ0KyBE6fPl2n7RAp82FJgj+7L44ukSxg/fr100t7RCUXsUdEImu/Lq2Y6jh9+rT4niqIwMBAGjBggEi3kfOYNWuWKBsfH0/e3t4qAScq7N1LVLPmWyEFENnbK5/XIiykGKaEePnyJVlbq/+yeGudMiJgBf3zj/Juee3atSrlrK2t1YqBy5cvk729PQHKyKBt27YV2J+srCyaNWuWqHvKlCmUlZVFr1+/pkOHDtHcuXOpffv2KhnAZ8+eLa6Pi4ujDz74QISSd+nSRaMtY3Ii+ZEAoD/++KPI9WQnMDBQLDfOnz9fK3VmR4pua9Omjc6isaRNZzt16qST+iXCwsLEXOpj2Wv9+vUEKDd01hd9+/YlAPTLL7/orc2SitgjIvHe19TXsbgcOHBALKNrwuvXr8nHx4eWLl1KQ4cOJUdHR5XtrSSBBoDs7Ozoww8/pIULF9LBgwcpbMMGUmQXUNIhkykPLYopFlIMUwLs2bNHzfKXJQHjCJD22nqPgPkEbKU//8yiNWvWiC9CAwMDWrRoUS5ncYVCQStXrhRO3PXr1y9UAry0tDThPwGAli1bJnI3qRN61apVow8//FAsESgUCvrhhx/E+Y8//rhYfkfZfaiKuoVMTpKSksjV1VUsiRUlS3l+SBGAhoaGOttC5dmzZ8Iadf78eZ20IbFo0SK9LB9KSIlLf/zxR720l5WVJZKwahqJWhz2799PgP4j9qTfRgCUqCNfobzYsWMHAdrxfcu+BHvkyBFq2LBhnvsTblInpCQx5eCgtWU+FlIMo0fS0tKE1UL1+JSA7Htn1SdAWr6zJVfXtuKcp6cn3b9/P1fdcXFxNGjQIJVluYI+B+np6eTj46OShK9ly5bivEKhIGtra3J2dqYxY8bQ5s2b6cGDByp30pmZmTRp0iQVK1Vx7rR37dolvhi/+eabIteTk9GjRxOgTBuhieN8YUhISBBO2V999ZVW687O+PHjhbVPl2RkZAiLpj7SEMTFxQnneXXvbV1w7949YRnSZrBBQZRUxN79+/dJWm7XN9KNkSY5ITUhISGBLl68SL/99huNGjWKXOvWJQOAruclpKQjW3RwcWAhxTB64sGDByKVwNujBgFb//0LAuQ5zlcjQGm5qlixIv32229qk1nevn2bnJycCFBGxvz222/5Os+uXLmSevXqpTYHjKOjo0rZpKSkPOtJTk4WwlAmk9GqVauK/gKRMjmiZE2bNGmS1hyAt27dSoByM2Jd+IfMnDmTAGWKiPxer+Lw9OlT8dpkj4DUBYcOHSJA6YStyWbURUXyW2vQoIHO25KQlhJzbsyta0oqYk/aCLphw4Z6bZforS+a3nJ1/fUXJQOUWZCQ+usvrTTHQophdIxCoaDp06ersULNIZlskRrxBALaEFBPPO7WrVueWyts2bJFhHA7ODioLFMoFAp6+PAh7dmzR+Wa999/X6U9MzMzmjlzJvn6+haYW0ri9evXIi+ViYlJrjY05dKlS0LYDR8+XGv+I3fu3BF+Xd9//71W6szOrVu3xDKtt7e31uuXGDt2LAHKHGK6pnfv3gQoc43pg+HDh+vcmpcTaSlbm1bPwuDm5kaA/iP2tm3bprf3T06kvUJzbhyuM86cyV9AsUUqf1hIMaUJPz8/NRvoOhOwg8zMWonnWrToQzJZVQKmEDBBWKEqVbKgbdu2qbXMJCcni+UqANSjRw96/fo1hYaG0rZt2+iTTz4Rm78aGhqKTYsjIiKocePG4rrBgwdrHFH39OlTEQFUtWrVYqcluHPnjkiO2aNHD60ttcTHx4t+du/eXevOvZmZmeTh4SFeR13x5MkTYY26dOmSztohUkYFSk7m+nBKTk1NFZ+RK1eu6Lw9CSnr/4kTJ/TWZmZmZolF7Ek+jFJCbH0iRd/OnTtXPw1mZiqj82Qy9pEqCiykmNJAXFwc9evXL4eAkhMwkYC3kXoVK1YUDtsnTpwiB4cG4tygQYNVspdn59GjRyIXjVwupyVLltC6devUbjhqYmJCnTp1ouDgYDpx4oRIiFehQgXasGGDxstn/v7+ZGtrS4Ayt9Xdu3eL9Vo9fvxY7EnXunVrrTnCKhQKYemwt7enV69eaaXe7Ei+H5UrV9bphreSYO7WrZvO2pCQrAe6jgqUkPa6s7W11VsUm7S5vVwu1+tvRUlG7EmZ8HURrVoQY8aMIQC0ZMkS/TW6d+/bCL2cIoqj9vKHhRRTkmRmZtLatWtFZJWqr5OtynM1atSgwMBAio+PF19y0g/Kvn378mzjjz/+EEtVlpaWYp+11atXix8HDw8Pmj9/Pp06dYqSk5MpLS2NZs+eLdpo3LhxkfZN8/HxEdYDV1fXAvfpK4jw8HCqV6+eqO/NmzfFqi870uthaGioEytOeHi4yOf122+/ab1+ieDgYLF0qGuLTUZGBtnZ2REA+vvvv3XaloSUzuHzzz/XS3tEb32y9B05V1IRe0RvU3OsXr1a720PGzaMABTbh1Jj1OWRcnDgPFIFwUKKKSlOnz4tRIHqoerQbWlpKfI6HT16VER7AaAxY8bkEhMKhYL8/f1pwYIFuZzVszusStmCc+Zuevz4MbVs2VJcM2nSpCJtGrpjxw6xvNSxY8di5YgiIoqJiRFWtTp16mg1ks7X11dEgf3nP//RWr2ZmZmUlJREcXFxwtrVokULSkpKovT0dJ1kx/7ss8/EkqeukfL9WFlZ6cXJPCsrS1g3jx8/rvP2JKQblylTpuitTaKSi9gjIvEdcODAAb233atXLwJAW7Zs0XvbpS2zuSEYhslFUFAQZs+ejYMHD+Y4U/3fv68AAObm5vjpp58wYcIExMTE4NNPP8WOHTsAAHXq1MGGDRvQtWtXlRr8/PzQt29fvHz5UuX5qlWrYvDgwWjXrp14rmbNmqhZs6ZKuV27duHzzz9HQkICLCwssHnzZgwYMECj8RERfv75Z8ydOxcAMGzYMGzfvh0mJiYa1ZOd5ORkfPjhh7hz5w5sbW3h4+ODGjVqFKmu58+fIzo6GjExMYiJiUFYWBgWLVqE9PR0uLm5Yfr06aLs/Pnz8fz5c6SnpyMtLU3lr62tLXbv3i3KduvWDbdv31Ypp1AoAABWVlZ4/fo15HI51q9fj549e+L8+fMAAENDQxgaGsLIyAhGRkaoUqUKnjx5IuqdNGkSrly5AiMjI5Vy0nHw4EHIZDIAwOLFi7Ft2zYAyvfI2rVrUbVqVVStWhUWFhZo0aIFDA2199W8fv16AMBnn31WrPktLNevX0dERATMzc3RqVMnnbcncfHiRQBA27Zt9dYmANy7dw8A0KhRI722CwAvXrwAgFzfEfogISEBAFC5cmW9tw0Dg7f/t2+v+rgEYCHFMNmIjY3FkiVLsGrVKmRmZuY4WxeA8sezQoUKWLBgAWbMmAFTU1N4eXlh8uTJiIqKgkwmw7Rp0/Ddd98hNDQUv/zyC2xtbTFy5EgAwKtXr1RElL29PVasWIHBgwfn27ekpCR8+eWX2Lp1KwDlD8bOnTtRq1YtjcaYlZWFadOm4ffffwcAzJgxA8uXL4dcLteonuxkZGRgyJAhuHTpEqpUqYLDhw/D0tJSpcyuXbsQFRWFN2/eCIEk/V+3bl38+eefomzLli0RERGhtq20tDQhSgBg3759CAwMVFu2du3aKo/fvHmDqKioPOs1MzPDuHHj4O7ujoyMDHEuMzMTmZmZSE1NBaB8DbMTFBSEW7duqa3X0NBQpb9btmwBEQEA1q5dm6t8cnKyEFKff/45Dh8+DAsLCyG0sv+dN28ezMzMRB8SExPFeXNzc4SGhuL48eMAgPHjx6vtn7Y5cOAAAKBXr14wNjbWS5txcXG4c+cOAP0Lqfv37wMAXFxc9NpuZmam+IyUpJCqVKmS3tsubbCQYhgov5Q2bdqEr7/+GtHR0XmUegIjIyNMnjwZCxYsgKWlJV6+fIlJkyYJy5WzszNGjx6NJ0+ewMXFBaGhoQAADw8PdOnSBXPmzBGCoWrVqvjxxx8xfvx4GBRwR3Xr1i0MHz4cgYGBkMvl+Prrr/HNN99obLlISUnByJEjsW/fPgDAr7/+qmLdyQ+FQoGkpCSVO9Bvv/0WISEhOHnyJCIiIiCTyZCWloaWLVuiXbt2wqIDADNnzkR4eLjauuPj41Ue29jYQKFQwMLCAtWqVYOxsTECAgLQrl07NGvWTKXszJkzERcXB2NjY5iYmKj8NTc3Vym7c+dOZGRkqJTJ/n9ERAQsLCwAAKdOnUJaWhoyMjJyHZIVS2LZsmV49eoVMjIykJmZmW/ZefPmYevWrXB0dISpqSliY2MRExOD2NhYJCUloUKFCqJseHi4ONQxf/588f+SJUvwxx9/iMcymQwmJiYgIlStWhVVqlQR5x48eIDExETY29vD2tq6wPdfYSEi7N+/HwDQv39/rdRZGC5fvgwiQr169YpsBS0KWVlZePjwIQD9C6nIyEgoFAoYGBjA2tpar20DQGJiIoASskiVMlhIMe88p06dwvTp03H37t18y3300UdYsmQJ6tatCyLCpk2bMGvWLMTFxcHIyAhOTk4IDg7GnDlzxDUmJibo2LEjzMzMUL9+fSQmJkImk2Hs2LH48ccfYWVllW+bRITff/8ds2bNQnp6OmrWrImdO3eiQ4cOGo/zzZs36NevHy5evAhjY2P88ccfGDZsWK5yXl5eCA0NxYsXL/D8+XPx9+XLl2jTpg3OnDkjym7atEnlR56IhNUmJiZGpd4PP/wQ8fHxQhxl/2tra6tSVp11h4hULDsS48aNK/Rr0KBBg3zPZ7fumZmZCWtPQbi7uxe6DxMmTMCECRMKVXbdunVYvHixEFrZ/8bHx6uIrkqVKsHW1haxsbFITU1VmYvY2FiVH7yff/5ZLC8aGhrCzs4O9vb24li4cKEQoQkJCahQoUKhRPvDhw/x6NEjGBsbo2fPnoV9SYpNSS3rPXnyBGlpaahQoQLee+89vbYtLevVqFFDa0JYE0p0aa+UwUKKeWd59OgRZs2ahcOHD+dbrk2bDlixYjlatmwJQOkTMWLECNy+fRuAchlq8+bN+P7773H//n2899576N27N3r27AmZTIZZs2bhwYMHAID3338fv//+u6grP6KjozF69GgcOnQIANCnTx9s2bKlQPGljosXL2LEiBEIDQ2FiYkJevTogb/++gvLly9H7dq1sXfvXlF2ypQpeVpApC9viWnTpiErKwsZGRlIT0/HgAEDYGFhAQsLCxULCABs2LBB435nR52IKu/Y2dnBzs6uUGVXr16N1atXAwBSU1MRGxuLyMhI7Nu3D40aNYKpqakoW6lSJdSsWRPh4eHIzMxEaGiosJ4CwA8//CD+//LLL7Fjxw7Y2tqqiC3pGDhwoPC9kpb1unTpkssaqEtK2j+qYcOGxVoaLwrSZ7Gw7w9tw0IqG1p3ddcBHLXHaJM3b97Q9OnTRYLCvI7atRvRkSNHSKFQ0OvXr2nFihW5IvjmzJkjtncJCAigBw8ekEKhoNDQUBo6dKgoZ2VlRZs2bSp0npkzZ86IxJvGxsYFbg+TkZFBwcHBdOzYMfrvf/+rEg4dGhqa71jr1aunUte4ceNo+PDhNHPmTFqxYgXt2bOHLl++TKGhoYXOkM6UDTIyMigsLIyuXr1KXl5etHLlylxZwT/44IN8PycpKSmirBSB2qpVK1qyZAl5eXlRQECAShltk5qaKnYBePDggc7aUUdJRuz9/vvvBOhur7v8yMzMFPMfFRWl9/YpMfFt1J6ONmvmqD2GUUNmZiY2bNiAefPm5fLJyU7FijXw88/fY/z4UTh37hw8PT1x/fp14SAMKJfsBgwYgLFjxwqzeuPGjZGWloalS5diyZIlSE5Ohlwux6RJk/Ddd98J35uC+vjdd99hyZIlICI0aNAAf//9N5o2bQqFQqFilfn2229x48YNBAcH4+nTpyrO8XXr1sWkSZMAKB1RraysEBsbCw8PD9SrVw/29vaoWbMm7O3tczmrF9dyxJQdDA0NhWXJw8NDbZnjx48jKioKz58/z3UkJCQIS1dUVBQiIyMBAFevXsXVq1dFHXK5HHXq1MG9e/eE9SooKEgsRxbH2ujn54fU1FRYWVkVuHSrbSRH83ctYk/yjwLYIgXw0h7zjnDy5EmMGTMGz58/z6eUGQYO/AxLlnyBhg0b4t69e1iyZAmuXbsmStSqVQtz5szBxIkTc5nyjx8/jilTpiAoKAgA0KZNG/z+++9o2rRpofoYGhqKjz76CJcvXwYAtGrVCk2bNsX8+fMRFBQEIyMj8cUNAD4+Pio/VqampnB0dISjoyOcnZ2FT5FcLkdISAhSU1NRtWrVQvWFYSTkcjlsbW1ha2uLFi1a5FnO2toap06dgre3N6ysrBAYGIiHDx8iMDAQcXFxSElJUUm/MGHCBPzzzz8wNzdHgwYN4OzsrPLXxcWlUAIr+7Kevpd/paU9fTuaA6VDSBkaGuolpUZph4UUU665f/8+hg8fjoCAgHxKyWBj0wQmJrHYt281KldORFxcnPD3AID27dtjyZIlKjmeJJ4+fYrp06eLyD0bGxssX74cI0eOzPOLPSMjA48ePUJoaCh69uyJ/fv3Y8yYMSoO2jnv6g0MDJCRkQEjIyMASl+mzz77DE5OTnB0dETNmjXz9NMwNTVV8ZFhGF3QpUsXdOnSReU5IkJkZKSwVkmkp6dDLpcjPj4evr6+8PX1FeeqV6+ukqZi3bp1kMlkQmjZ2NiIz1ZJ+Udlj9h71yxS2VMfvIu+izlhIcWUS54/D0ffviPh7/9PvuVkMhMQpSEyUuk4LpfLsX379n/PyTBw4EDMmzcPzZs3z3VtSkoKli1bhmXLliE1NRUGBgaYOnWqSsQToLQ03bp1C3fv3kVAQADu3r2LwMBAEYaflJSE+/fvIyYmBtWqVUNSUhKcnJzE4ejoKP5mj5z66KOPtPFSMYxOkclkwqKVnQsXLiA1NRXBwcEIDAxUsWBVr15dpezSpUsREhIiHpubm8PZ2Rn169fH6dOnAUDtTY4uyR6xV6dOHb22DZQOIcXLekpYSDHlilevXqFjx6G4f/9sASUNAGSBKA0VK1aEmZkZXr16JfKyjBgxAnPnzkXDhg1zXUlEOHToEKZNm4Znz54BADp27Ihvv/0WGRkZ2LJlC6ZMmSKsQzNnzoSXl1eueipXrozGjRsjOjoac+fOhZWVFYYMGYKqVavqPQKIYUoCU1NTNG7cGI0bN86zDBFhyJAhuH//PgIDA/H06VPEx8fj+vXruH79OgBlglwpv9jEiRNhaWmJ5s2bw93dHbVq1dKJ1aQkI/YAFlKlCRZSTLkgLCwMo0aNUslxpEQOQAZAykRtgFq15qFnz0w8e+aP4OBgPH78GElJSTAxMcHo0aMxe/bsPO8wg4KCMHXqVBw7dgwAULFiRdSqVQt37txB586dRbn+/fuLvDItWrRAcHCw+MFo3LgxXF1d4eDgoPIF//nnn2vnxWCYcoRMJsPy5cvF47S0NAQHB+Phw4e4ePEifH194eTkBCMjIyQnJ2PDhg0qSVAtLS3h7u6O5s2bo1OnTujWrZtW+lWSjuYJCQlCzJSkjxQLKSUspJgyzZ07dzBhwgRcuXIljxLZs0o7oHLlM/j224tYvvwnsa1IxYoVMWHCBMycOVMlKzIRISwsDDdv3sSNGzeQnJyM1atXC98OKdO3lCNKLpfDyckJjRs3Rnp6uqjnq6++wldffaXtoTPMO4mJiQlcXFzg4uKCQYMGqZxTKBT473//i5s3b8LPzw93795FdHQ0fHx84OPjg7CwMCGksrKysGDBAjRt2hTNmzdHvXr1NLIslaSjubTFlLm5eYls0cLbw6jCQoopcxARvLy8MHv2bBW/ifwZDaAZEhK6YOxY5TVVq1bFlClTMGXKFFhaWiIiIgJ79uzBzZs3xfH69WtRQ6tWrZCeno7u3bujf//+OHz4MFxdXYWVydnZmR26GaYEqVSpkkj7ASitVwEBAUJYdezYUZx79OgRli1bJh6bm5ujWbNmYkmwbdu2ufZqzE5piNjjZJylAxZSTJkhJSUFX3/9NTZv3oy4uLh8SsoBNAfwKYD/AugI4CCALQAAc3NrjB//KRo2bIjOnTuLzXUPHz6ca2NXQ0NDuLi4wN3dHf369QMRoV+/fpDJZIXe5oNhmJLBxMQELVq0UJu2wcjICBMnToSfnx9u376N+Ph4nDt3DufOnQMALFy4EIsWLQKg3GXA29sbzZs3R4MGDSCTyd7ZiD2AhVROWEgxpR5fX1989dVXavyfctIJQG8AEwGkQCmiIgFICSYrA7BGRkYkfvnlFwDA2rVrhSBq2bIlmjdvLu5I3d3d4erqylYmhimHODo6Ys2aNQCU6UgePHggLFc3b95Eq1atRNnLly9j1KhRAJSO7c7OzkhLS4ORkVGJ7HNX0kKKfaRUYSHFlEpiYmKwceNGrFy5Ms993wDA0LAaMjOnABgFwB4GBueQlTUVwC4ASTlKJwBIQEqK8svQzc1NJU1B06ZNcePGDe0PhmGYUo2RkRGaNGmCJk2a4P/+7//Unm/bti38/f2RlJQEf39/AEoBVqdOHfz5558YMWKEeM7Q0FCn+ZVKWkixj5QqLKSYUoNCocA///yDlStX4vjx48jKylJbTiaTo0KFXkhO/gSZmTIAvrCyGoXERD+kpmYXT24Apv57NAXgji+/bI7PP3dHgwYNCrWbPcMwTI8ePdCjRw9kZWUhKCgI+/fvh5eXF169eoWXL1/i/fffF2XXrl2LH374Ae3atUP79u3Rvn17uLq6atVyVVqEFFuklPAvCVPiPHv2DEuXLsWOHTuQnJycZzlTUysoFIuRnt4TycltARwR5ySfcGNjY1SsaAm5fCOio3tBmfpgFBwc5Fi5Ehg4UJcjYRimPGNgYABnZ2fMmzcP8+bNA6AUFdktM5cvX0ZUVBT27t2LvXv3AlA6srdt2xbt27fHhAkTUKVKlWL1g4VU6YKFFFMixMTE4Mcff8TWrVsRHR2db1m53BQKRVukpvoAAOrXJ4SHZyI52QCurq54//334eHhAQ8PDzg6OsLY2BgKhQwXLgDh4UCNGnK0aweUgCsDwzDlnJxiYvv27fjyyy9x/vx5XLhwARcvXkR8fDyOHj2KkydPYvLkyaLs8ePHYWhoCE9PT1SsWLHQbZa0kGIfKVVYSDF6IyQkBOvWrcOuXbs0SFsAKBSpAO6he3dg6lSge3cZHj48g9q1a+f55WNgAGSLdGYYhtELJiYmaNOmDdq0aYN58+YhKysLt2/fxoULFxAeHq7ynfXNN9/gxo0bMDQ0hLu7u1gKbNOmDapVq6a2/qysLERERAAoeYsU+0gpYSHF6IzMzExcvnwZXl5e2LVrl0pOpoKpDKAlDA090KWLB+bPfx/t2789WxIhxwzDMJpiYGAgooCzQ0RwcXFBZGQkwsLCxJY3UkTxBx98gJMnT+aqLyoqCllZWZDL5bCxsdHLGHLCS3uqsJBitEpUVBSOHTsGb29vHDlyBCkpKYW8Ug6gH4AeANqiZk1nTJkix9ixQB43ZgzDMGUWmUyGbdu2AVBa6y9cuCCWAx8+fKhikSIitGrVCo0aNYKDgwMAwMbGpkRSLwAspHLCQoopFgqFAn5+fjh69CgOHz4MPz8/DWswAjAGwHIAldC6tXL5bsAAwMhI+/1lGIYpbdSuXRu1a9fGyJEjAShvSCU/JAB4+PChyibNgDJJ6MSJE9GjRw906dJFr8ts7COlioyIqKQ7URDx8fGoUqUK4uLiVPL+MCVDbGwsTp48ib179+LEiRMFZBnPC0MAkwB8DUPD6hg2TCmgWrbUcmcZhmHKOMnJyTh37hwuXLiAPXv2IDg4WOX8jBkz8J///AeA8uZWJpPpNI9VpUqVkJSUhODgYNSrV09n7eRJUhIgCcfEREADR/3CoonuYCHFFAgR4d69e/D29sbRo0dx8eJFld3V88PAwACdO3eGp2d/hIT0w59/TkBWVkUAP8DKqh4mTAAmTgRKaMsohmGYMod0M3vhwgUcO3YM69atQ9euXQEAPj4++Oyzz9CjRw/07NkTXbt2LXa6hewoFAqxpBgZGQlra2ut1V1oWEhpDgsp/fPy5Uts3LgRBw4cwL1795CRkVHoaytWrIju3bujQgUznDhxFm5uvjh92vbfs+lwdTXG1KnAxx8DFSropv8MwzDvCkQkLFCzZs0S1ilAeTPbunVr9OzZEz169EDTpk2LZa2Sfo8BpaWsQkl8ibOQ0hwWUronNjYWBw8exOHDh3H16lWRp6TwWAHoj2rV+mLIkGh4eS1GdPSzf899C5lsMfr0US7fdeoE6NDqzDAM886SkpKC8+fP49ixYzh+/DgCAwNVzt+5cweurq4AlNYluVyuUf0vXryAvb09DAwMkJGRodMlxDxhIaU5LKS0S2ZmJm7fvo2IiAjExcXh+vXrOHv2LG7fvq22vLGxMdLT09WcqQNgIIABAFoBOAtgDoCb/563g4nJdxg/fhSmTDGEo6P2x8IwDMPkzZMnT3D8+HEcP34cjx49woMHD4T4+fTTTxEcHCyWAZs3b16gsAoMDISzszOqVKmC2NhYPYxADSykNIeFVPFISEjAyZMnsW/fPly9ehUhISF57mNnZGQEMzMzGBoaolKlSrkSZzZp0gSDBg3BmjX9ERnpAuUWLASlmDr4b6nKkMnm4scfp2HiRDNocXmeYRiGKSLZLVAKhQI2NjYq+f2srKzQvXt39OjRA927d0f16tVz1XHjxg20bNkS9vb2CAsL01vfVShlQorTH5RDUlNT4e/vj6tXr+KHH37IcwsWuVyOli1bon79+nj27Bn8/f2RmJgoovCio6NhYGCADh06oH///ujXrx8qVKiFNWuAyMjsNckA1IXy7TQRwDcgqo5WrcAiimEYppSQ3dokl8tx8+ZNYa3y8fHB69evsXPnTuzcuRPu7u4q6WwkPyzOIZUbFlJlnIyMDHh7e2P//v24cuUKXr16hcTERGRmZuYqW7lyZTRq1AidO3dG9+7d4e3tje3bt+PatWsq5QwMDODp6YkxY8agTZu+CAiohjNngN69gbt38+rJ11CmM3i7fhcerrVhMgzDMFrGwcEB48aNw7hx45CRkYErV64I36qePXuKcomJiXByckKHDh1ga6sMHGIh9RZe2iuDXL16FadPn8bWrVvx+PFjtWWsra3h4eEBW1tb1K1bF7a2tnj+/DmCgoLw5MkT+Pn5qWQdNzIygqenJ0aNmgwzs964csUMZ88Cd+7krrtOHeDp04L7eeYM73fHMAxTFsm+DHj48GH07dtX5by5uTm+/vprDBo0CHXr1tVv50rZ0h4LqVJOZGQkrl69ir59+woHwSFDhsDLy0ulXOXKlWFnZ4eaNWuiWrVqiIyMxOPHj/Hy5cs867a3t4e9fR20bz8Vqan9cO6cIe7cAXK+Ixo3Vgqijh2BDh0ACwvgvfeAFy9ylwWUEXn29kqxVUI7GDAMwzBaIjMzE9evX8exY8ewY8eOXL6zmzdvxujRo/XXIRZSmvOuCCkiQmBgIC5duoSLFy/i4sWLIoNtQEAAZDIZgoKCsGvXLty4cQMKhQJxcXGIiYkpdBv16jlhwIDvEBnZGAEBLrh9W5ZLDDVqpBRNnToB7dsD6vKt7dsHDB4s9fvt81IkrJcXMHCgBoNnGIZhSj0ZGRl49OgRvL29ceLECZw7dw6PHj0SVilvb2/cuHEDgwYNgouLi27SI7CQ0px3QUht27YNs2fPVomgkDAyMiowIaaFhQWcnJzg6OiIgIAAPHz4UFwjlxugTp3eIPo/PHnSG4CxyrXOzkrRJFmcCruh+L59yrxQz5+/fc7BAVi5kkUUwzDMu0BMTAwsLCzE4379+uHQoUMAgAYNGmDQoEEYPHhwsROBqsBCSnPKi5CKiYnBuXPncPToUVy+fBnt27cHAAQFBeH27dt49epVATVUAeCEChWc8OGHTujTxxFOTk6oVKkSGjduDACIjwc6deqBmzdPoEKFxkhN/QxEIwC8VUcNGry1OHXoANjaqm2sUGRlARcuKB3La9QA2rXj5TyGYZh3lV27dmHXrl04ceKESv7BOnXqYMiQIVi6dGnxBRULKc0pq0IqJiYG33//PU6ePIlnz54hKSmpwGsqVaqE+vXrw8nJCZmZjti71wmAdFgBkEEmA4jiMXHibvj7b8P161fw+ech8POzh58fkJV1A8qUBO4AZHByUhVOvK8dwzAMo0vi4+Ph7e0NLy8vHDt2DCkpKWjTpg0uXrwoygQEBMDFxUXj7OospIpAWRBS6enpuHnzJipUqAA3NzcAyjdJkyZNcpU1NDSEra0tXF1d0bRpUzg5OYnD2toaMpkMWVlKh+7sy2aAAsrs4VsB7AUgRd3JAfwJ4CMAgKPjW+fwjh2BmjV1MGCGYRiGKQRJSUk4duwYKlasKNIqREdHw8bGBtbW1hgwYAAGDx6Mdu3awdCwEFmZyrqQOn/+PJYvXw4/Pz+Eh4dj//796N+/f77XnD17FjNmzMC9e/fg4OCAr7/+Gv/3f/9X6DZ1KaSKujQVHR2Ny5cv49KlS7h8+TJ8fX2RmpqKkSNHYseOHQCU4aPNmzeHkZERWrZsiW7duuH999+Hra2tWtOmQgG8eQO8egWcPAlMm5b97E0ot2PJHi3hDOAz1Ko1El272gmLk4NDkV8OhmEYhtE558+fR9++fUUCaECZWX3AgAEYNGgQOnfuDCMjI/UXx8e/zfZ89CjQrZvWfUp0mtk8KSkJbm5uGD16NAYWwqP46dOn6N27NyZMmICdO3fi9OnTGDt2LGrUqIHu3btr2rxWUecsbW8PrFqVt7N0RkYGmjZtivv37+c6Z2lpiUqSSgagUMhx7Jg/Xr2COPbuhcrj7Ed0tFJMqccRQBSUflLDAXwG4H389psMX35ZpOEzDMMwTInQvn17REVF4fTp0/Dy8sKBAwfw+vVrbNy4ERs3bsSGDRswbty43Bfu2wdMmfL2ca9eBf9w65hiLe3JZLICLVJfffUVvL29cTdbSuzhw4cjNjYWx48fL1Q7urBISeH7OUev9D9Kwfff34Ch4SVcunQJcrkcBw8eRHq6UvB06uSGoKA7sLNzRq1abWBp2RoVK7ZBenp9vH4tE8LozZui9c3CQmmpVF3WA4ArAJoCqCCe4aSXDMMwTFknIyMD586dw969e3Hw4EH4+/vD5t8Q8q1bt8LHxweD7e3RY/lymOW8WAd5d/TmI1UYIdW+fXu4u7tj5cqV4rmtW7di2rRpKia9/NC2kFLvf3QMwCkAl6BcRnubbkAmM0GlSnFISP5S2QsAAAwGSURBVDD595kAAHYALAtsSyYDLC2B6tXzPqyt3/5vaQkYGb3tIye9ZBiGYd4lpH39JDp16oSzZ88CAMwA9AIwAkD/7Bdp+UexVG1aHBERIVSlhI2NDeLj45GSkoIKFSrkuiYtLQ1paWnicXx8vFb7dOGCOmvPegAHsz22BdAGQBsQtUZCgvKlMjAArKxc8xVG2cVRtWpFm1MDA6WlcvBgyUr29pz0/lq5kkUUwzAMU77I6UO8dOlS7Pn1V3jt3o0QAF5Qipf+2QsRAWFhyh94PS/TlMpNi3/66ScsXrxYZ/Wr30x3EIAakMQT8B7GjJGhVy9VcVS1KqBppGZRGThQaalU58fFSS8ZhmGYdwEPDw949O+P5bt34yaUQqpTXoXV/8DrFJ0LKVtbW0RGRqo8FxkZCXNzc7XWKACYN28eZsyYIR7Hx8fDQYuhaDVqqHv2k3+Pt4wcWfL+RwMHAv36cdJLhmEY5h2mRg3IADT/98ivnL7RuZDy9PTE0aNHVZ7z8fGBp6dnnteYmJjAxMQkz/PFpV07pVWnIP+jdu101gWNMDAoeUHHMAzDMCVGKf7h1niRKjExEbdu3cKtW7cAKNMb3Lp1C6GhoQCU1qRPP/1UlJ8wYQKePHmCOXPm4OHDh1izZg12796N6dOna2cERUDyPwLe+htJsP8RwzAMw5QySvEPt8ZC6saNG2jWrBmaNWsGAJgxYwaaNWuGb7/9FgAQHh4uRBWg3F/H29sbPj4+cHNzw3/+8x9s2rSpxHNISf5HObN+29trNYKSYRiGYRhtUEp/uN/5LWJ4012GYRiGKUPo4Ye7VKU/KO2w/xHDMAzDlCFK2Q+3ngL5GYZhGIZhyh8spBiGYRiGYYoICymGYRiGYZgiwkKKYRiGYRimiLCQYhiGYRiGKSIspBiGYRiGYYoICymGYRiGYZgiwkKKYRiGYRimiLCQYhiGYRiGKSIspBiGYRiGYYoICymGYRiGYZgiwkKKYRiGYRimiLCQYhiGYRiGKSIspBiGYRiGYYoICymGYRiGYZgiwkKKYRiGYRimiBiWdAcKAxEBAOLj40u4JwzDMAzDlHckvSHpj/woE0IqISEBAODg4FDCPWEYhmEY5l0hISEBVapUybeMjAojt0oYhUKBly9fonLlypDJZFqvPz4+Hg4ODggLC4O5ubnW6y+t8LjfnXG/i2MGeNzv0rjfxTEDPG5djZuIkJCQADs7O8jl+XtBlQmLlFwuh729vc7bMTc3f6feiBI87neHd3HMAI/7XeJdHDPA49YFBVmiJNjZnGEYhmEYpoiwkGIYhmEYhikiLKQAmJiYYOHChTAxMSnprugVHve7M+53ccwAj/tdGve7OGaAx10axl0mnM0ZhmEYhmFKI2yRYhiGYRiGKSIspBiGYRiGYYoICymGYRiGYZgiwkKKYRiGYRimiLwTQur8+fPo06cP7OzsIJPJcODAgQKvOXv2LNzd3WFiYgJHR0ds27ZN5/3UNpqO++zZs5DJZLmOiIgI/XRYC/z0009o2bIlKleuDGtra/Tv3x+BgYEFXrdnzx44OzvD1NQUrq6uOHr0qB56qx2KMuZt27blmmdTU1M99Vg7rF27Fk2aNBEJ+Tw9PXHs2LF8rynL8yyh6bjLw1znZOnSpZDJZJg2bVq+5crDfGenMOMuD/O9aNGiXGNwdnbO95qSnOt3QkglJSXBzc0Nq1evLlT5p0+fonfv3ujUqRNu3bqFadOmYezYsThx4oSOe6pdNB23RGBgIMLDw8VhbW2tox5qn3PnzuGLL77A1atX4ePjg4yMDHTr1g1JSUl5XnP58mV89NFHGDNmDPz9/dG/f3/0798fd+/e1WPPi05RxgwoMwJnn+eQkBA99Vg72NvbY+nSpfDz88ONGzfQuXNn9OvXD/fu3VNbvqzPs4Sm4wbK/lxnx9fXF+vXr0eTJk3yLVde5luisOMGysd8u7i4qIzh4sWLeZYt8bmmdwwAtH///nzLzJkzh1xcXFSeGzZsGHXv3l2HPdMthRn3mTNnCADFxMTopU/6ICoqigDQuXPn8iwzdOhQ6t27t8pzHh4e9Pnnn+u6ezqhMGPeunUrValSRX+d0hMWFha0adMmtefK2zxnJ79xl6e5TkhIICcnJ/Lx8aEOHTrQ1KlT8yxbnuZbk3GXh/leuHAhubm5Fbp8Sc/1O2GR0pQrV66ga9euKs91794dV65cKaEe6ZemTZuiRo0a+OCDD3Dp0qWS7k6xiIuLAwBUq1YtzzLlbb4LM2YASExMRO3ateHg4FCgRaO0k5WVhb///htJSUnw9PRUW6a8zTNQuHED5Weuv/jiC/Tu3TvXPKqjPM23JuMGysd8BwUFwc7ODnXr1sWIESMQGhqaZ9mSnusysWmxvomIiICNjY3KczY2NoiPj0dKSgoqVKhQQj3TLTVq1MC6devQokULpKWlYdOmTejYsSOuXbsGd3f3ku6exigUCkybNg1t2rRB48aN8yyX13yXJd8wicKOuUGDBtiyZQuaNGmCuLg4/PLLL2jdujXu3bunlw3CtUVAQAA8PT2RmpqKSpUqYf/+/WjUqJHasuVpnjUZd3mZ67///hs3b96Er69vocqXl/nWdNzlYb49PDywbds2NGjQAOHh4Vi8eDHatWuHu3fvonLlyrnKl/Rcs5BiBA0aNECDBg3E49atW+Px48dYsWIFduzYUYI9KxpffPEF7t69m+/aenmjsGP29PRUsWC0bt0aDRs2xPr16/H999/ruptao0GDBrh16xbi4uLg5eWFUaNG4dy5c3mKivKCJuMuD3MdFhaGqVOnwsfHp8w5TheHooy7PMx3z549xf9NmjSBh4cHateujd27d2PMmDEl2DP1sJBSg62tLSIjI1Wei4yMhLm5ebm1RuXF+++/XyaFyOTJk3HkyBGcP3++wLuwvObb1tZWl13UOpqMOSdGRkZo1qwZgoODddQ73WBsbAxHR0cAQPPmzeHr64tVq1Zh/fr1ucqWl3kGNBt3TsriXPv5+SEqKkrFMp6VlYXz58/j999/R1paGgwMDFSuKQ/zXZRx56QszndOqlativr16+c5hpKea/aRUoOnpydOnz6t8pyPj0++PgjllVu3bqFGjRol3Y1CQ0SYPHky9u/fj3/++Qd16tQp8JqyPt9FGXNOsrKyEBAQUKbmWh0KhQJpaWlqz5X1ec6P/Madk7I41126dEFAQABu3boljhYtWmDEiBG4deuWWjFRHua7KOPOSVmc75wkJibi8ePHeY6hxOdaLy7tJUxCQgL5+/uTv78/AaBff/2V/P39KSQkhIiI5s6dS5988oko/+TJEzIzM6PZs2fTgwcPaPXq1WRgYEDHjx8vqSEUCU3HvWLFCjpw4AAFBQVRQEAATZ06leRyOZ06daqkhqAxEydOpCpVqtDZs2cpPDxcHMnJyaLMJ598QnPnzhWPL126RIaGhvTLL7/QgwcPaOHChWRkZEQBAQElMQSNKcqYFy9eTCdOnKDHjx+Tn58fDR8+nExNTenevXslMYQiMXfuXDp37hw9ffqU7ty5Q3PnziWZTEYnT54kovI3zxKajrs8zLU6ckavldf5zklB4y4P8z1z5kw6e/YsPX36lC5dukRdu3YlKysrioqKIqLSN9fvhJCSwvpzHqNGjSIiolGjRlGHDh1yXdO0aVMyNjamunXr0tatW/Xe7+Ki6biXLVtG9erVI1NTU6pWrRp17NiR/vnnn5LpfBFRN14AKvPXoUMH8RpI7N69m+rXr0/Gxsbk4uJC3t7e+u14MSjKmKdNm0a1atUiY2NjsrGxoV69etHNmzf13/liMHr0aKpduzYZGxtT9erVqUuXLkJMEJW/eZbQdNzlYa7VkVNQlNf5zklB4y4P8z1s2DCqUaMGGRsbU82aNWnYsGEUHBwszpe2uZYREenH9sUwDMMwDFO+YB8phmEYhmGYIsJCimEYhmEYpoiwkGIYhmEYhikiLKQYhmEYhmGKCAsphmEYhmGYIsJCimEYhmEYpoiwkGIYhmEYhikiLKQYhmEYhmGKCAsphmEYhmGYIsJCimEYhmEYpoiwkGIYhmEYhikiLKQYhmEYhmGKyP8DeqVeKfaMngIAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "geod_fun_2 = curves_r2.metric.geodesic(curve_a0, curve_b0_resampled)\n", "geod_2 = geod_fun_2(times)\n", "\n", "plot_geodesic(geod_2, translation=translation)\n", "plt.title(\"Geodesic when only the red curve is reparametrized\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.2. Comparing unparametrized curves\n", "\n", "In order to completely quotient out parametrization, distances are computed in the base space of a fiber bundle where the fibers represent equivalent classes of curves with the same shape (i.e. equal modulo reparametrization). Any infinitesimal deformation of a curve can be split into the sum of vertical deformation (tangent to the fiber) that simply reparametrizes the curve without changing its shape, and a horizontal deformation (orthogonal to the fiber) that changes the shape. The distance between two unparametrized curves is then computed as the length of a horizontal geodesic linking their two fibers. \n", "\n", "In practice, to compute the horizontal geodesic linking the fibers of two discrete parametrized curves `curve_a0` and `curve_b0`, we can fix the parametrization of `curve_a0`, and search for a reparametrization of `curve_b0` (i.e. another discrete curve with same shape as `curve_b0`) that best \"matches\" `curve_a0`. \n", "\n", "In order to completely quotient out parametrization, distances are computed in the base space of a fiber bundle where the fibers represent equivalent classes of curves with the same shape (i.e. equal modulo reparametrization). Any infinitesimal deformation of a curve can be split into the sum of vertical deformation (tangent to the fiber) that simply reparametrizes the curve without changing its shape, and a horizontal deformation (orthogonal to the fiber) that changes the shape. The distance between two unparametrized curves is then computed as the length of a horizontal geodesic linking their two fibers. \n", "\n", "In practice, to compute the horizontal geodesic linking the fibers of two discrete parametrized curves `curve_a0` and `curve_b0`, we can fix the parametrization of `curve_a0`, and search for a reparametrization of `curve_b0` (i.e. another discrete curve with same shape as `curve_b0`) that best \"matches\" `curve_a0`. " ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "curves_r2.equip_with_group_action(\"reparametrizations\")\n", "curves_r2.equip_with_quotient_structure()\n", "\n", "geod_velocity = (n_times - 1) * (geod[1:] - geod[:-1])\n", "\n", "bundle = curves_r2.fiber_bundle\n", "geod_velocity_hor = bundle.horizontal_projection(geod_velocity, geod[:-1])\n", "geod_velocity_ver = bundle.vertical_projection(geod_velocity, geod[:-1])\n", "\n", "shooted_geod_fun = curves_r2.metric.geodesic(\n", " initial_point=curve_a0, initial_tangent_vec=geod_velocity_hor[0]\n", ")\n", "shooted_geod = shooted_geod_fun(times)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The problem with this idea is that, while it yields a horizontal geodesic starting at `curve_a0`, its end point does not belong to the fiber of `curve_b0`: as we can see below, the end curve of the horizontal geodesic is not a reparametrization of the initial red curve, it does not have the same shape." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_geodesic(shooted_geod, translation=translation)\n", "plt.title(\"Shooting with horizontal part of initial geodesic velocity vector\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To obtain a horizontal geodesic starting at `curve_a0` and ending at a curve with same shape as `curve_b0`, we use an iterative optimal matching algorithm [LAB2017](#References). This algorithm moves along the fiber of `curve_b0` to find the best representative with respect to `curve_a0` by iterating the following steps:\n", "\n", "- step 1: compute the geodesic between `curve_a0` and the current representative of `curve_b0` (initially, `curve_b`)\n", "- step 2: compute the path whose velocity is a reparametrization of the horizontal part of the geodesic velocity at all time, and set the new representative of `curve_b0` to be the end point of this path.\n", "\n", "Note that the first step yields a geodesic that is not horizontal, while the second step yields a horizontal path that is not geodesic. By iterating these two steps, the algorithm converges to a horizontal geodesic." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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QUDARxZBSUFBQUFBQUDARxZBSUFBQUFBQUDARxZBSUFBQUFBQUDARxZBSUFBQUFBQUDARxZBSUFBQUFBQUDARxZBSUFBQUFBQUDARxZBSUFBQUFBQUDARxZBSUFBQUFBQUDARxZBSUFBQUFBQUDARowypqVOnQqVSyZYCBQroXWfv3r0oUKAAHBwcULRoURw/ftysDbY0ajVw/jywc6f2X7X6794iBQUFBQUFhWSJiQGWLAEGD9b+GxPzt26O0R6pwoULIyAgQCyXL19OVvbq1ato3749evbsiXv37qFZs2Zo1qwZHj9+bNZGW4oDB4CcOYHq1YEOHbT/5sypfV1BQUFBQUHh/xljxgCpUgHDhwMrVmj/TZVK+/rfhIokDRWeOnUqDh06hPv37xsk37ZtW/z48QNHjx4Vr/3yyy8oUaIEVq1aZfBGhoWFwdnZGaGhoUibNq3B6+njwAGgVSsg4d6rVNp/9+0DWrSwyEcpKCgoKCgomMuYMcD8+cm/P3o0MG+eRT7KGLvDxljlvr6+8PDwgIODAypUqIA5c+Yge/bsScpeu3YNI0aMkL1Wt25dHDp0yNiPtShqNTB0aEIj6geA+NeGDAFq1QKsrQFra2s4ODjES/74kaxuKysrODo6Jil7584dhIeHw93dHe7u7kifPj2cnJzE+z9//kRSdq1aDVy9qsK3b6mQOTNQuTIQHZ20LADcunULJJE5c2ZkzpwZtra2ycoCkG1DZGQkNBqNQbJnz55FbGwsPDw84OHhIdvvhLJRUVFQ64mbpkqVCqr/WLHR0dGIi4sT7128eBHW1tbImjUrPDw84OzsnKxsQhwdHWFlpXW8xsTEIDY2NlnZK1euIFWqVMiZMyfSp0+vd3sdHBxgbW1tkF5d2djYWBw/fhypU6dGrly5kCFDBrEvAGBvbw8bGxshG6PHZa0rGxcXh+joaNn7J0+ehJubG/LmzQt3d3fY2tomK6uLnZ2dkFWr1YiKikpW1tbWFidOnECWLFmQL18+sZ/JydrZ2QEANBoNIiMjjZI9dOgQPD09UbBgQfEeANjY2MDe3h4AQBI/f/5MVq8hsvv27UPBggVRuHBh2W9Y33lvyjVi+/btKFu2LDw8PGS/gaRkJZK7RgCASqVCqlSpEslu374dlSpVQo4cOZKVNea8T0qWJDZv3oy6desiT5484vWUzntjrxEAsGbNGjRs2BDp0qXTK2vONYIk1qxZgzZt2sg+x5jriSHXCJJYuXIlevbsCVdXVwDGnfeGypLEihUr0KxZM/E5CdE97029RqjVahw7dgz58uUTaT+657Ih15NkrxExMcDChfGyAOwSrI9Fi4CZMwG7RO/8tdAIjh8/zj179vDBgwc8efIkK1SowOzZszMsLCxJeVtbW+7YsUP2mpeXF93d3fV+TlRUFENDQ8Xy/v17AmBoaKgxm5ssPj6k1mTSXZDskjFjA/bqRY4bRy5eTNrbp0pWtmrVqrLPSp8+vV7dmTNnZvHixVmnTh06OTnpkS0ktjVrVjJr1kLJyjo4OMj+r1KpkpVNmzYt7969y4CAAMbFxbFq1arJyqZKlUq2by4uLnr3beLEiVy5ciUPHz7MmjVr6pWNiIgQert27ZrC95GR5cuXZ+vWrVm8eHG9sn5+fkLvqFGj9Mpmz55d/G1lZaVX9vr160LvvHnz9Mr6+PgI2RUrVuiVHTRoEM+ePUt/f3+uX79er+yePXuE3j179uiVTZMmDatUqcLevXuzR48eemVXrFihc6746JX9/fffE/3eklumTJki9D5+/Fiv7KhRo4Ssn5+fXtnmzZszPDycJBkcHKxXtmvXrkJvRESEXlkbGxvWqFGD48eP5+HDh/XKNmjQQHZupEql/xrx8eNHg35rZcqUkenNkSNHsrKFChWSyRYqlPw1IkeOHDLZMmXKJCubPn16may+awQAVqtWjatWreKXL1/YoEEDvbK6tGrVSq9sREQEL168mOIxA8CPHz8yMjKSP378YO/evfXK3r59m+/evePbt2/Zq1cvvbLHjx/nnTt3eOvWrRRlt23bxpMnT/L48ePs3r27XllXV1dOmzaNW7duZefOnfXKzpkzh8uWLeOSJUvYrl07vbITJ07k1KlTWblyZb1yADhixAgOHz6cw4YNY5MmTfTKDhgwgL169WLPnj1Zv359vbK9e/dmp06d2KlTJ9arV0+vbNeuXdmuXTu2a9cuRdlRSHQT1y6LF9MShIaGEjDM7jDKI1W/fn3xd7FixVC+fHnkyJEDe/bsQc+ePY1RpZc5c+Zg2rRpFtOXkIAA4+SDgoB16wyTvXsXaNwYyJABcHcH9Dx0/2dbtLlmKfMUQHoAGfHhQ0YAH5KVtLa2Rv78+REQEICwsDC93qiwsDCUKlUKgPbpV3rSSQqNRgM/Pz9kzpwZDg4OSJUqFb5//56s/MyZM1PYp3h27dqF3LlzI0uWLHqfHgEgKCgIQUFBuHHjRop6R4wYgYIFCyJ79ux48+aNXtls2bLB2toa79690/tkDACVK1eGp6cncubMidDQ0BS3Q0LfUz8ArFixAitWrAAAvd4dYwkPD8fFixdx8eLFFGX9/Pzw9evXZJ9cdYmMjESFChXw+PFjfP78Wa/snj17oFKpUKRIEZlHyVwOHjyINGnSIHfu3MifP79eWbVaDX9/f2g0GkREROiVjYuLw7lz53Du3LkUtyEuLg6nTp2CRqOBRqPR+xtWq9XYvHkzChQogFevXqUou3jxYpCERqPR+1sjifHjxwvZoKCgZGX9/f2RK1cuFCtWDK6urvDz89O7f+3atROeqEePHumVPX/+PM6fP49+/frpvZ4AQLVq1fDhw4cUt1eSffr0KaysrFI8jxo0aIAHDx7olZEYOHCgQdcSQHtvunTpkkGyGzZsMOi3AwBfv37FlClTDJK9fPkyjh07ZpDsgwcPcOTIEYNkX79+jT///NMg2Y8fPxos+/nzZ4OjUN+/fzdYb7K8fm3e+iZgVI5UUpQtWxa1atXCnDlzEr2XPXt2jBgxAsOGDROvTZkyBYcOHdL7I4+Ojpa5FcPCwpAtWzaL5UidP69NLJeT2BX/++9AlizA16/W+P7dAZ8/A58/A4GBP/Dli/bvkJCElX5WAHRDXEm7+B0cYuDqGgJn5zCkTh0MO7sgAO9BBiM2NhiRkcF49uwz1OpgAJ+hNcINJ23atMiYMaMIHzo6OoqLmlqtRnR0NCIiIhAaGorg4GAEBwcbrT9DhgzIkCED0qdPDxcXFzg4OCBNmjTQaDSIiYlBaGioMHoCAgIQEhJisP7UqVMjffr0SJ8+PTJkyIAiRYogU6ZMSJMmDb5//47IyEgEBwcjICBAbP+XL1/w9etXg/Q7ODjAzc0NBQsWRNasWZEtWzbExMQgU6ZMcHZ2xufPnxEYGIiQkBB8+fIFISEhsLW1hb+/Pz58+KDXOAW0ru8cOXIge/bssLa2FsZtmjRpEBcXJ262X79+RfXq1fHp0yf4+fnhxo0bePv2LUJDQ/V+hkqlgpubG2xtbeHi4oIcOXIgXbp04kau0Wgwa9YsZM2aFWFhYVi/fj0OHTqE8PBwhIeHIyIiAj9+/NB7Q7KxsUGqVKng5uYGV1dXqFQqkMTixYuF8X3o0CH8/vvv4juPiopCVFQUoqOjERMTA2tra72hNltbW9jb28Pa2horV65EkyZNAADHjh1Dly5dZPujezz69OkDFxcXPHjwADdv3sS3b9+S/YyRI0eKB7OrV6+iTp06ycrOmDEDw4cPh1qtxsGDB9GtW7dkZQFtqsL06dNha2srjklSDB06FLNmzQIAfPjwIcVqZwlPT0+9Rk7Hjh2xevVqAFqjNkOGDMnKlilTBvny5cOZM2dSNHpr166NgwcPiv9nzJgx2XBlxYoVcerUKQDAu3fvULZs2WRlS5YsKTNEihQpgrdv3yYpmz9/fty5c0f8v3z58njy5EmSsg4ODvjw4YMIr1avXh23bt1KUtbV1RXv3r0T/2/WrBkuXboEKysr2SKFBkkiNDQUnTt3BkmcP38eKpVKyOjK37lzR4T+pkyZgnPnzsmq3HVl//zzT/EwWr58eXz8+BGZMmVC8eLFQVImu3r1ari4uAAAtm/fjrNnz4rPSSg7Y8YM8Ts4fvw4zp07BysrKzx69AiXLl1CunTp0L59e6hUKgwfPhyZMmUCAFy6dAk+Pj5iv9VqtWzbe/TogSxZsgAA7t69iwsXLsDKygokhSxJzJw5E7Gxsbh16xYKFiyIp0+fiu9co9GIh1Tpcxo2bIicOXMCAF69eoULFy6I/YqJiYkPe1+4gNpHj0IKHCcZ2gO04b8EKUWmYEyOlFmGVEREBLJnz46pU6diyJAhid5v27Ytfv78KbOIf/31VxQrVuxvTTZXq7XVeR8/IlGyOaBNOM+aFfDz0+ZI6YMEvn+HMLJ0l+DgpF83vlJTDa0HqhgAjWyxttYAIJydnZEqVSoEBQXpjdsnhXQCJEXmzJnxyy+/CM+Zv7+/RfR6eHjgt99+w8ePH/Hx40ccPHhQb16Jobi6uuLu3bt4//493r17h0mTJqXoiTIUtVoNKysrxMbGonnz5gY/FaZEYGAgMmbMCAAYNGgQvLy8kpXNnz8/3r9/r9c4kXj48CGKFi0KAJg+fbreJ97hw4cjJiYGz58/x+3bt/V6Ps6ePYsaNWoAAFauXIkBAwYkK/vnn3+iVKlSePz4MTZv3oxdu3YlKztgwAAsXrwYdnZ22LdvH1q3bp2s7Pr169GjRw8AwIkTJ9CgQYNkZQGgefPmmDhxIiIjI1G7du1EN0FpmTRpkriWPXz4EI0aNRJygDbXJTo6GlFRUcJDY2VlhZYtW+LZs2ews7NL8obcrl07DBo0CAAQHByMzp07J/n5Go0GefLkgbOzM1auXCm8NJ6enihdujScnJxk8hUqVED37t0BaPNlRo0alUintBQuXBgdOnSARqPBnTt30LNnT+FdypEjBzp06ID06dPDysoKOXPmRLNmzcTx27hxo/j9J1zc3d1Rq1YtIXv8+HHExsbCz88Pv//+O4KCguDg4IDx48ejbt26KFeunJC9ffs2YmNjk9Tr4OAg8zD6+/sjLi5OJnPt2jV07doVUVFRqFOnDg4dOgRHR0eEh4fLDIyE34cx3t7Tp0+jfv360Gg0WLFiBQYOHGjQemq1GnFxcYiNjYWDg4N4kJUeXmNjY8Xy6NEj8Xs+dOgQmjZtCgB48+YNbt++jbi4uCSXhg0bInfu3AC03qd9+/bJ3pe2IS4uDm3btkWTJk3w8+dPrF69GqdPn4ZarRbGje6/w4YNQ8OGDQEAN27cwJAhQ8T7CWXHjRuHrl27AtDm51aqVAkxMTFImzYtHBwcQFLcB8aPH4/hw4cDAB49eoQqVarI3tf9e9SoUeKa9erVKxQtXBiMiREuhcEAFiT9hQG1axv25erhL0s2HzVqFBo3bowcOXLg06dPmDJlCqytrdG+fXsAQJcuXZAlSxbhnRo6dCiqVq2KhQsXomHDhti1axdu376NNWvWmLhrlsHaGli6VFu1p1LJjSnJ+F2yJGUjSpJPl0675MuXsjwJhIcnbWDpLs+faw25/2wxAHcAYYn0Sd6wX3+thiNH9oMkvn//Djc3t2SNGGdnZ7i6uiIoKEhv8iqgvYAf0OkHkSlTJpkLXnpaUKlUSJcuHYoVK4aAgAB8/PgR4eHhMl1WVlawtbWFra0tPDw8MHjwYPFejRo18Pz5c6FP8kKo1WqkSpUKjRo1EkbXvXv3ZJ4UKysrpEmTBs7OzsiaNSty5MghEmsvX76MO3fuyJ4gSSI2NhYajQYDBw7E+/fv8f79e5w6dQofPshDpmnSpEHmzJnh4eEhbpq2traoVasWUqVKJbshS/+SxG+//YagoCC8ffsWf/75J27fvo1Pnz7JdGfJkgX58+eXJVTWrl0bTk5OiZ5epX+HDBmCdOnSITAwEHv37sWlS5fw+vVrPHr0SBYiyp8/P65evYrcuXMjVapUaNiwITJlypTsk3S9evXEU+yLFy9w8+ZNBAUF4fHjxzhz5oxs20ePHo3BgwejTZs2aNy4MfLnz59Ir/RvgQIFkC5dOmTNmhXlypXD2LFjxXf85s0b7NmzB4cOHUJUVBT++OMPHDhwAIMGDULnzp3x7t27JI+DlZUVUqdOLTtmP378SCTz6NEjzJkzB3v37sXBgwdx8OBBNGzYED4+Pihfvnyyv3mJYsWKyTwXCXn58iXGjx+P/fv3Y+/evXBwcMDw4cMxduxYODs7J7ueu7u78ODoY+jQoZgwYQJWrlwJPz8/fPv2DXPmzEGfPn2EYaeLra0tli5dmqJeKysrlC1bFg8ePMCOHTswYMAA+Pv7Y8WKFVi+fDm6dOmSKPldMtYMQdeo7dSpE1q3bo3z589jypQpsLOzQ9myZYX+MmXKpKhPo9EgNjYWrq6uiImJQUxMDDJmzAgrKytky5YNGo0G3bp1w+nTp1GpUiVMnDgRKpVKJHg3b95ceKp8fHxw8+ZNkaQtLdL/p0+fLh5qtm7dil27diEmJgY5c+bEmzdvMGjQICxZsgS2trbYv38/ChYsCABYvHgxpk+fLjOOdK+rly9fRsWKFQFoQ34Ji7B0GT16tDCkzp49iz59+iQrmy1bNmFIPXnyRG86RZUqVdCmTRts2rQJR44ckVXTJ6RVq1bi77CwMNy8eTNZWd1IQ1xcnEh+DwsLQ1iY/J6l+wCoVqv1poboRqVIIiqBByLZgPiXL8nq/KswyiPVrl07XLx4ESEhIciQIQMqVaqEWbNmiS+yWrVqyJkzJzZt2iTW2bt3LyZOnIi3b98ib968mDdvXopPjwn5K9ofANoWCEOHArr3zmzZtEbU3936IHH4UQPgJQBVMosTSpTIiGrVgGrVgNy5PyBdOnnzVOkmY2dnJy70oaGhOHnyJC5cuIDz58/j2bNnsu2ws7ND5cqVUatWLdSuXRvFihWDjY1NslVGYms1Gjx48AAnTpzAyZMncfXqVVnekaOjI6pVq4Z69eqhXr16yJs3b4o6JcLDw3HmzBkcOXIEx44dk4UprK2tUalSJTRu3BiNGzdGPkOsWx2CgoLw559/4sCBAzh79qzMOMmTJw9atGiBFi1aoGzZsknezPQRGBiIffv2YefOnbh69ap43cbGBnXq1EH79u3RtGlTpEmTxii9gPYc2bdvHzZv3izLg0qbNi3atGmDbt264ddffzX4GOtCEhcuXMCqVatw4MAB4fF0cXFB165d0bdvX3FDMYWvX79izZo1WL58uTDYHBwc0LVrVwwbNszgMFhyPHv2DLNmzcLOnTuFAV6nTh1MmjQJlSpVMks3oK1OHjNmjOip5+bmhkmTJqF///4WyQW7desW+vXrh7t37wIAypUrh1WrVqFkyZJm6wa0OXFdu3YV4ZfGjRtjypQpcHJyEiFa6V+NRiPzPp08eRJv3ryRyUj/xsbGYvHixYiNjcWQIUNEFMLDwwMFChSQGTIxMTG4e/euqKjs27cvtm3bhpiYmCRzyEJCQkQOX79+/UR4Myn8/f1FZfnIkSOxaNGiZGWfPn0qfsuTJ0/GjBkzkpW9deuWMATnzp2L3377LVnZ8+fPo2rVqgCA1atXY8yYMbC1tYWNjY14uLSyssLr/+T3+Pr6Ik+ePDh+/Djmz58PGxubJJdhw4aJh4I7d+5g06ZNyco2adIEDx8+RKdOnVC8eHH06dMH1tbWsLKyEukH0t9ly5ZF3rx5AWhznK5du5ZIRlpy5colQn4/fvzAb7/9hhUrVqBJkyYinC3df6R0EEBbpSlFOBLepwAgXbp0skrGT/v3A+3bizteGgAuSR1sHx/tTdBM/muhvf8Wf5UhBWg9OpcuaRPQpdYCFszxNWu7Ugo/uroCrVsDFy4ACewfqFRAiRJaY6xaNe1+/SfErpeAgACcO3cO3t7eOHPmDD5+/Ch739XVFTVq1ECtWrVQq1Yt5MqVy6Cbc2hoKLy9vXHy5EmcOHEikd5cuXIJo6pGjRqysmh9qNVq3Lx5E4cPH8aRI0cS5VDky5dPGFUVK1ZMMflVl2/fvuHo0aPYv38/Tp06JSvbzZo1K5o3b44WLVqgcuXKRieG+/v7Y/fu3di5c6esL5uDgwMaNWqEdu3aoUGDBolaShjCmzdvsGXLFmzevFmWf5InTx507doVXbp0SbZlSUoEBQVh48aNWL16tUx31apV0bdvX7Ro0ULcDI0lJiYGe/fuxaJFi4TRAGg9HCNGjECNGjVMMgQlfH19MWfOHGzZskUY9dWqVcPkyZNRrVo1s3STxJEjRzB27Fg8f/4cgPY3PWvWLLRp00aWzyLlgEpP3O7u7kLP3bt3ERYWJpOJjo5GZGQkrl69iv379yM8PBxWVlaoWLEiSpcuLUrVdZd06dJhw4YNQm/79u1x7949YehIS0xMDFxcXPDp0yfMmzcPkydPTrFVgK5XoWHDhnqnVUjhQAAoXbq07HtNSFhYmHiI6NGjBzZu3JiknLW1NT58+CByeyZPnoxt27YhLi4O79+/BwAUL14czs7OsLOzw5YtW5A5c2YAwO7du3Hy5EnY2dmJEn7dv/v27Su+j7t37+LBgwfi/bCwMPTp0wcajQZr165FmzZtxP1IN49SWnSNJAcHB4MevOrUqYMzZ85g9uzZGDduXIryxvLmzRvkzp1b7I+p56o+tm7dii5duqBmzZrw9va2nGJL5uQYgFF2h8m1gf9FjClD/Cexfz+pUmkX3epO6bX9++NlAwPJXbvIfv3IAgUSV4RaWZGlS5MjR5JHj5Lfv6f8+RqNhs+ePePy5cvZtGlTpk2bNlEJas6cOdmrVy/u3r2bnz9/Nmi/NBoNHz16xPnz57NGjRq0tbWV6bSzs2PNmjW5YMECPn78mBqNxuBj9ubNGy5dupS1atVKpDddunTs0KEDd+7cyW/fvhmskyTDw8O5d+9etmvXjqlTp5bpzZAhA3v16sUTJ04wOjraKL0k+ezZM06ZMoX58uWT6U2TJg07d+7M48ePMyYmxmi9arWa58+fZ7du3WStNVQqFWvUqMEtW7bI2k4Yq/vEiRNs1qyZrBQ9ffr0HDNmDF+9emWSXlL7+7hw4QKbNm0qa91RrFgxbty4kVFRUUbpiomJYXh4OD9//swPHz7w/PnzbN26NW1sbITuihUrctq0adyzZw+3bt3KtWvXcsWKFVy4cCFnz57Nbdu2yfQOGDCAHTt2ZKtWrdioUSPWrl2bVapUYbly5VixYkVmypRJ6HZ0dKSTk1Oi3yMAlixZUqY3V65cyZZ7582blx8/fmTbtm31loUDoIeHh0xvhQoVkpVNmzatkLt9+7ZoZ2FjY8NMmTIxe/bszJs3LwsXLsyyZcvK9M6aNYstWrRgu3bt2LVrV/bu3ZuDBg3iiBEjOG7cOMbGxgrZ06dPi3J9Ozs7rlixgkeOHOGpU6fo4+Mj+40HBgbyzZs3/PDhA4ODg/n9+3dGRkYyLi5O7/fdunVrAmCdOnUM+4EYSfv27QmAXbp0+Uv0r1mzJsnfhaXQaDTMkCEDAfDatWt/yWecO3eOAJg/f37LK5duikm1PUh4UzQTY+yOf71H6v87poYfAwK0niofH22Y8OVL+ftWVkDp0hChwMqVgZQiSnFxcbh16xa8vb3h7e2Na9euJUpsL1mypPBWVapUSdb0LzkiIiLg4+ODEydO4MSJE4mqeLJlyya8VbVq1TL4NxAWFoZTp07hyJEjOH78uCyWb2NjgypVqghvlRSeNoSoqCh4e3vjwIED+PPPP2WVgs7OzmjcuDFatGiBunXrGrT/EiRx//597Nq1C7t27ZLl57i5uaFVq1Zo166dSR6wiIgIHDhwAJs2bYKPj494PXXq1GjdujW6deuGSpUqGR2uBLRVaOvXr8fatWtlnsaaNWuiW7duqFq1KjQajajmi4qKQvr06ZErVy4A2mqzgwcPyt6X/g0MDMTbt29x6dIl4Qmxt7dHnjx5kDlzZiErydevXx9LliwBoA0H2NvbJ5sDWKtWLeTPnx/r1q3T23wQ0ObwnT17Vvzf1dU12UrBcuXK4dy5c1i8eDHmzp2rt81C8eLFZR7JunXr4t27d7C3t0+0ZM2aVYTHDh06hJYtW0Kj0aBs2bJo3LgxHBwcYG9vL0L3Uu4qoA1D/fz5U7yfULeuV+zRo0f45Zdf8PPnT4wbNw6zZ8/We2yMQQoN+vj4oHLlyjh//rxJv7nkePPmDQoWLIiYmBicOHEC9erVs5huQJscX7ZsWdja2uLt27fw8PCwqP4vX74gU6ZMUKvVePXqlVHXJUNp0qQJjhw5gkWLFonEb0vi6+uLfPnywcnJCeHh4WZ5epNkzBhtZZ5uxbG1tbZSz0JdzQHFI/WPIy5O20R0xw7tvyk8lCXJhw/k9u1k795knjyJjXlra7JcOXLsWPLECTKZHqsywsPDeeTIcbZuPYLZshVN9KRrZ2fHGjVqcPbs2bx582aKT5Ok9onpxYsXXLJkCevVq5eo2aONjQ2rVKnC2bNn8969ewZ7q+Li4njp0iWOHj2aBQoUSLStBQsW5JgxY3jp0iWDtlMiJiaG3t7e7N+/v8wLAWgbmLZs2ZLbt283+rerVqt5+fJlDho0iO7u7om8DcOGDeONGzeS3P+4uDiGhoYyKCiI/v7+fPnyJR8+fMibN2/y0qVLvHz5MqdPn87cuXPL9Lq6urJmzZocM2YMx4wZw6FDh/Lo0aNC79u3b1m/fn3WqFGDv/76K0uXLs3ChQszT548zJo1K6dMmcJDhw6l2EgP0Db0k0ipiWbnzp359etXzp07l5kzZ9Yr26JFC6FXo9EkakZrbW1NJycnurq6sl27diTJjx8/csCAAUImU6ZMbNCgAVu1asWOHTuyR48eXLBggewYL126lAsXLuSKFSu4du1abtmyhXv27OGff/7JK1euCLmnT58KD0CePHn46NEjhoaGMioqyihPa1Ls2LFDbPPMmTPN0pWQnTt3Ct37LfiUT2obrEpe3cUWap6oy8iRIwloG5TqesQsRaVKlQiA48ePt7hukqxVqxYBbePNv4LZs2cTANu0afOX6P/x44f47Xz9+tWyypPzSCUVpjETY+wOxZD6l/L+Pbl1K9mzJ5k7d9KG1S+/kL/9Rp46Rf6ncbSM/fu1Xdbj1wugq+t21qjRnVmzZk10k3NxcWGLFi34xx9/0NfX16Abyc+fP3nixAkOHTo0UehLuul169aNu3btYkhIiMH77+vry0WLFrF69eq0traW6XRzc2Pnzp25Z88eo35zUiht4MCBifbfxsaGv/zyCxctWiQmAbx9+5Zr1qzhsmXLOG/ePM6YMYMTJkzgyJEjOXDgQF66dIkkGRsbSy8vL3p4eCTaVhsbG7q4uHDVqlViOy5cuKDX2Jg9ezZJraGxbt06vbK6N4sXL17olR0yZIiQvXbtWqL3HR0dmTFjRubIkYPjxo0TshEREaxZsyYbNmzIFi1asEOHDuzevTv79+/P4cOHy6YjREVFsVWrViKcmDVrVq5atYqnT5/mhQsX+Pz5c9l38unTJ4aEhPDHjx8pGsgbNmwQ4b4qVaoY9XvSx8uXL8XvIW/evHz//r1F9JJag046vmvXrrWYXpIcMWIEATB16tR88uSJRXWvWrWKgHYKQ8LvzFy+fv1KV1dXApCdF5biwIED4sHD1NC4PlavXk0ALFWqlMV1k/Ght+zZs/8l+kmK4//w4UPLKY2LS3jDSWxMZctmmqchCZTQnoLRvHsnDwUm7AFoYwOULRufvP7lC9CxI5Id+rx3L1G0qK9IWvfx8UnUmyhHjhwiDFijRg1ZeCE53rx5g1OnTuHEiRM4d+6crPeUSqVC2bJlUa1aNVSqVAn58+eXNYksWrSoqFZ89uwZrly5gqioKHz//h2PHj3CkydP8OrVK1mYx9bWFkWKFAGgbYUg6dJtPLlu3To0atQIALBjxw507NhR7z64u7tj5syZyJAhA5o3b56s3B9//IH+/fsD0JZtS72bkiJ//vw4duwYcufOjZs3b4pKHnt7exHycXBwgIODA4YOHSp6P/n7+2PgwIGwtbUV7Q6kthVFixbFlClT0LJlSwDaasn9+/cnqdPe3h6ZMmUS1TsajQY/fvxAREQE+vfvL7oV16lTB5s2bRLJv6Zy5coVtG7dGgEBAUibNi22bNkiSsbNwdvbGy1btkRYWBgKFCiA48ePw9PT02y9fn5+qF69Ovz9/eHp6Ylz586JJoTmMmHCBMyePRtWVlbYv3+/rP+TOcTFxaF27do4f/488uXLh5s3b+pt62AMJFGvXj2cPn0av/zyCy5fvmzRTv7Lli3D0KFD4e7uDl9fX4veN9RqNfLly4c3b97IzlFLQBKfPn1C9uzZodFocOXKFVSoUEGEx96+fYugoKBEbRukv3WLPby9vXH37t1Ecj9//hQh4o8fP8LDwwNbt27F4cOHRe8paZH+v2nTJtFSZtWqVVi9erVMVvfvo0ePokuXLnj48CH69u2LvXv3in3T/RcAjhw5Iipn165di5EjRyYru3/yZNQdOxYAsA3AQwBJBvL+hqo9xSOlkCRv35KbNpFdu5LZsyf/EBC/aAhEEwglEMTMmf359OkLPnjwgNevX2d4eDivX7/OmTNnsnTp0ok8KwDo7u7O0qVL8+rVq2I7duzYIQsnlSpVioUKFWKuXLno4eHBVatWcdSoUSxSpIhebwkgn3nn5eWlV7Zp06bMmzdvijoByDwm+/fvF687ODjQxcWFmTJlYpYsWZg+fXpmzJhRvJ8nTx5WqFCBbdq0YefOndm7d28OHjyYo0aN4sSJE2Xz/AIDA7l161bu3buXhw8f5unTp3ny5El2795deFHs7e05depURkREmBw6+vHjB4cPHy5CYpkzZ+aff/5p0m9IQqPRcPXq1XR0dCSgTUg/cuSIWTpJrbdJCrMA2rlixoRlk+Phw4fCg+Tu7s4bN26YrZMk/f39RTg1e/bsZiXk66LRaNizZ0/xG7hw4YJF9JJkUFCQOBZNmzalWq22mO53796JApa5c+daTC9JRkdHi/PX2BCcRqPhz58/ExWkPH78mOfOneOxY8fEvEp3d3cuXbqUS5culcl6eXmxV69e7NSpE1u3bs3GjRuLgoRffvlFdm726NGDLi4udHBwSHIu6o8fP4Rsly5d9F6LgoKChKxuuDq55fDhwyRTnkP66NEjoXfq1Kl6Za9fv866desSgEj+N+SanNIc0mOjR4sbzkaAQ5O7GSWY72sqSmhPweL4+ZEbNpBdupAZMiT1+x2i9yR4+fKl0DVu3Di9siqVim3atOHt27c5a9YsvbIXL14UepM7waXqI92T9sSJE2zUqBFbtWrFTp06sVevXhw0aJAwYp4+fUqSfP78ucxYAcDy5ctz48aNvHnzJh8+fMjvOiWQsbGxjI6OTtaIiY6O5pIlS5guXTqhr1GjRnz27JnJ382LFy9EXgUA5s6dmydOnDBZH0leuXKF+fPnFzrbt29vcFVmcjx9+lQ2ZHrQoEH8+fOnWTpjYmI4ZEj8b69u3boWCcl9/PiRJUqUIKANSR46dMhsnST54cMHcVw9PDwsFtaKjY1l06ZNCYDOzs588OCBRfSS5M2bN2lvb0/A8rlYGzZsIKDNp3z8+LFeWY1Gw6ioKIaEhPD9+/d8/vw579y5wzt37sjkdu/ezUWLFrFDhw4EtHlx7du3Z6dOndivXz+ZbPv27ZknTx5myZKFrq6uspxMNzc3mWy1atWSvQ7Z2dnJZFMa+qtboShVAiZ3LdQ16EaPHk1PT0/my5ePRYoUYalSpVi+fHlWrlyZNWvWlJ2jW7ZsEZWUAwcO5PDhwzlmzBhOnDiRhQsXJgCR+3flyhWuWLGCq1at4tq1a7lhwwZu3ryZ27dv565du2Tb4Ovry1OnTtHb25s+Pj68dOkSr169yhs3bvDOnTuMiIgQx37atGl89uyZWJ4/f87nz5/zxYsXfPHihcxI/PbtG319fcXy6tUrvnr1iq9fv+br16/548QJccMJB/glOUNK5zpvDoohpfCXsn17Ur/f0QkuAg5MlUrrjcmZMydfvHgh1t+8eTPr1q3Lpk2bsm3btuzatSu7dOnCevXqJSr/Llu2LEeOHMkdO3bw4MGDPHHiBH18fHjt2jXevXuX4TrJW9HR0fz58yfVajW/ffvG6dOnywyWvHnzctOmTSYloL579469evUSnjSVSsX27dvT19fXpGMYEhLCoUOHCgPNxsaGgwcP5pcvX0zSp9FouHv3bnp4eIj9bdmyJd+9e2eSPpKMjIzk2LFjRT6Su7s79+7da7I+UpvjNHz4cLGNRYoUkT3tmsrWrVuFx8vT05N37941W2dYWJiYbK9SqRJ5HUwlMDBQ3MgyZsxokf0ntfmEkocuU6ZMfPPmjUX0kuT69evFcTh+/LheWanY4ePHj3zx4gXv3LnDCxcuJCq3X7ZsGcePH09PT08C2vYkjRo1Yo0aNRK1FyhRokSSXmwAzJUrl0y2ZMmSyRom7u7uMtkqVaokK+vo6CiT7d69OwsWLMhSpUqxUqVKzJIli7iudOnSRfbwtGvXLs6cOZMLFiwQBQm6HmVdz+m7d+/4/Plz+vn5MSAggN++fRN5jq6urmYXJSTFxIkTCYB9+/a1uG6SHDx4MAHIciHNRsqR0tf+4G/KkVIMKQWj8fFJ6nccTuA7gShqw3xkxozkggWkkS2b+ODBA3bq1El24SxRogR37NhhtBEUGhrK2bNn083NTXbhXbdunUm9mV68eCHr42NjY8O+ffvyw4cPRusitR4v3adXFxcXLlq0yKR+VKT25j9ixAhx7JycnDh//nyT9lXi5s2b4sYvGWiBgYEm6yPJkydPijCnvb09ly9fbvYN4/79+8IQd3Bw4ObNm83SR2o9PX379hX7PmzYMIuED4ODg4V3Ln369Lx//77ZOkltorUU5s6bN68s1JMUGo2GERERDAgI4MuXL3nnzp1EnqFly5Zx6tSpLFasGAHQ1taWtWrVYs2aNWXVlySTLDKRltKlS8tkJQMqqSVfvnwyWemzpcXW1pbOzs708PDgr7/+KpP97bff2KFDB/bq1YuNGzcW58HcuXMTJeTfuXOHly5d4p07d/j06VP6+fkxMDCQoaGhKZ4zBw8eFNcTSxs70dHRwguo6823FJs3byYAVq9e3eK6SXLKlCl/jaFmTHNFM1EMKYW/lJQeDPCfBqDS305O5MCBpI5TyiDevn3LoUOHMlWqVOICmjNnTi5fvtzoapmwsDDOnTtXlKIDYI4cObh69WqjGjxK3L17V3grpBv3qFGjTPYoeXt7y8JeefLk4cGDB02+QD948IAVK1YU+goXLmxW7kxUVBQnTZokPGiurq7ctm2bWTeQoKAgNmjQQGxjw4YNU7zxp8TXr19l38vAgQNNNkolNBoNf//9d6GzefPmspCEqYSEhLBMmTLCG3Pr1i2D1ouLi+P3799lpeVqtZr79u3jhg0bOG3aNDo7OwsjrU2bNqJSUyJHjhxMkyZNkjk5NWrUkMlKFVhJLWXKlJHJ5syZU7xnZWVFZ2dnZsmShfny5WPz5s1lshMnTuTgwYM5btw41qxZk4A2d2zbtm08deqUTPbdu3f8+PEjv3//btRDQUxMjDjnpXwgSxEeHk47OzsCMCs0nxy//vorAVjkgSAhV69eJaCtev0rWLZsGQGwVatWlle+fz+ZJYv8hpMtm0WNKFIxpBT+C6T0YLBjB7l2LVmkiPz9Bg3I06dJY+6/X7584fTp05k+fXpxkXZzc+OUKVOMztuJiIjgwoULZUnf2bJlo5eXFyMjI408CuTFixdlBkvatGk5ffp00eLAGOLi4rhu3TrZtlWrVs3kMJVarebGjRtlx61Lly5meZPu3bsncocAsHHjxvz48aPJ+jQaDZctWyaevjNmzMiTJ0+arI/U7vfkyZPFNv76669mbaPEzp07xY2zfPnyJhl9arWafn5+vH//Pi9evMhdu3YxT548wjOna/BERUWxZs2aLFu2LPPnz8/MmTPLuuq3bNlSyGo0GlmH+YRLzZo1Zdvh4uIie1+lUjFNmjT08PBIdPMbPHgw+/btK9pySMbX9OnTefbsWZnshw8f+PnzZ0ZGRhplZH/+/FmEZs+fP2/MIU2RYcOGJTpelkJKqp4/f77FdUv9sPr3729x3V++fBHfvSUeChKyffv2JI1yixEaGn9TOX7cYuE8+UcohpTCf4HEfaQSPxhoNKS3N9m4sdzoKlSIXL2aNOYc/vHjB728vGQhAUdHRw4aNIh+fn5GbfvPnz+5dOlSWU6Rh4cHly5danQCtEaj4bFjx2QepQwZMnDx4sUmGWdhYWGcMGGCSHxVqVTs1q2bycZASEgI+/btK26Azs7O9PLyMjlEFRMTwxkzZoiRJ87OztywYYNZ3qmHDx/KwofDhw83yVOoy+HDh4VnJmPGjLLCBGOQqrgCAgK4bds2UWmWK1cuPn/+nOHh4Zw8eTKHDRvG7t27s2XLlqxVqxbLlSvH/Pnzc+TIkUJXWFhYssaOZExJDwdJNRTVXerWrSvbznr16rFBgwZs27Yte/fuzRYtWojfT8L8rocPH/Lly5cMCAhgeHi4UdV4Xbt2TdI4M5d+/foJ49yS3L9/n4A2IdxSvcEkJM9L1apVLaqXJPfu3UtAm9bwVyDlj1qyMEHixIkTBMDixYtbXDdJMiIi/mbyF/TyIhVDSuG/iDFd11++JAcPJlOnjj8HXF21TT+N6VEYGxvLXbt2sVSpUuKmIlXm3Lt3z6jtj4yMpJeXlyy3I2PGjFy4cKHR4UO1Ws2dO3cKD4Pk7Vq/fr1JCe7+/v6i+gXQdkqfNm2ayU+Q169flyXili5dmjdv3jRJF0k+evSIZcuWld3Y/f39Tdb38+dPDhw4UOgrXry4qJ40FV9fX5EzZG1tzVGjRtHb25sHDhzgxo0buXjxYk6dOpXDhw/n7t27xXqBgYHMkycPM2TIILxQukuaNGlEaOTNmzd6jSNdD49araaTkxMzZcrEfPnysWzZsqxZsyabNGkijL7WrVsLo3T37t08cuQIL1y4wLt37/LVq1cMDg422OMjGVOVKlWyWB6Pn5+fMKK9vb0topPU5h9KhqOlm3RKDzleXl4W1fv69Wvx2zJ2fmdKfPjwgVKI9K9o/Fm+fHkC4L59+yyu++bNm+L695egGFLGoxhS/yy+fycXLSI9PeWd1Nu2JY2Zo6nRaOjt7c3atWvLblx16tTh2bNnjbpxREVFcfXq1cyRI4fMqzR37lxZZaAhxMTEcM2aNaKqB9AO8NyzZ49JfXiuX78uGzqbNWtWbt261SRdcXFxXLFihbhpq1Qq9uvXz+RRDrGxsZw7d64IzaVJk4arVq0y66Z9+PBhEY50dHTkH3/8wZCQEL5584Z37tyReR8/f/7MyZMnc/DgwezcuTMbN27MypUrs2jRosyWLRsnTZrEiIgIMSxX39KrVy+h9/v374neV6lUdHZ2Zvbs2dmvXz/Rab927drs168ff/vtN86ePZteXl7ctm0bDx8+zAsXLhhc2Xn79m2Rg7bDQr1w3r17J3IMN23aZBGdZHxVVrly5SyaaC0VXlg6SXnRokViey1NoUKFCIC7du2yuG7pAc/S4U6S7NSpEwEkyp+zBK9evRIPf38JiiFlPIoh9c8kLo48eJCsWlUeHixfXuvhMqbQ7O7du2zXrp0sT6R06dLcs2ePUSGs6Ohorlu3ThY+dHNz4+zZs43+/f38+ZMLFiyQVQyWKlWKJ06cMPrmo9FouGvXLpmhV7ZsWTFGxlgCAgLEhVQyGjdu3GjyTfHZs2cyY69GjRqy8vu4uDgGBATw6dOnvHr1Ko8dO8Zt27Zx+fLlnD59usyz8erVKxYqVCjRnEVpGTVqlJD19/fXaxz17t1bHL8ZM2aI1/PkycN69eqxXbt27Nu3L8eMGcMDBw4IvWq1mpcuXeLDhw/p7+/P79+/JzJcHz58KPJ6pk6datJxS4jUC83FxcXkStCESInyGTJksNjss8DAQDo5ORGA7LiZi1T27+DgwODgYIvpDQwMFJWslk4MHz1a2/qlU6dOFtVLkq1atSLw18zdmz59OgGwe/fuFtf97ds3ca6Zkt6QIoohZTyKIfXP5949sls30s4u/vzIkoWcNYs0Jp/8zZs3HDhwoLjBAdoGlX/88YdRuU8xMTHctGmTLEyXLl06Tp8+3WgXfmhoKKdMmSJLFK5SpYpsuK2hREZGcs6cOSK0JIWOXr9+bbQukvTx8RFP1FIIKLn5WDExMbKL4pcvX7h161YuW7aM06ZN45AhQ1imTBlhzNrZ2Ylw2b179/QaPLrG0du3b5OUsbGxoYeHBydNmiRkIyIiOGDAAI4fP57z5s3jmjVruGfPHp4+fZo3b95MlFc2duxYAtryeVNzpnTZsmWL8FYlrDQzhZiYGFHJV69ePYt4e6Kjo1mwYEEC2ipGSzFhwgQC2uHAlmgJQWoNXmn/p02bZhGdEo0aNSIA/vbbbxbVKxl/bm5uFjsOEgsXLiSg7SpvaaTB1JUqVbK4bo1GIwxXSxR6JEJJNjcexZD69xAYSE6bpu1BJZ0nDg5kr16kMX0Lg4ODOXnyZFnpdoYMGThjxgyjEk5jY2O5bds2WZdvZ2dnTp482ejE1eDgYA4fPlyEwQBtV3NTeggFBgayT58+MqNl9OjRsi7rSaHRaBgeHk5/f3/eu3ePZ8+e5bNnzzh37lwRAlKpVMyXLx+rVq3KYsWKMVu2bMIInDVrltCVknEEaPM7tm7dyrdv31KlUjFdunT09PRkqVKlWKNGDbZs2ZK9evXinj17hN7o6GiePHmS169f54sXL2SjI8z1/KjVapE35ObmZnJDVV369Okj9JnTAFXi6dOn4jdiqaG70qBaKyurRJ3ATeXbt28iYdmSJfo7duwgoG2eaUlvhpS8nSVLFosaPLGxsaIK0pSHI31cuXJFHAtL96q6ffu20P1XIIXnLdVwVpBU+4OsWZX2BymhGFL/PqKiyC1byFKl5OdLzZrkkSOkoelBERERXLZsmSwk5uTkxGHDhhmVGB0XF8edO3fKvDdp0qThhAkTjO4dZYku6ZJBdOrUKZYrV062b02bNuXly5eF7J07d1ioUCFmzJhRJAnrLpJx5O/vzxo1ahjsOfr06RNr1qzJ1q1bs0+fPhw7diznzp3LNWvWcPfu3SIsoVKpuHHjRrPmtEnVUQDM7jD+48cP4fXInz+/2eGuyMhIkcRfoUIFs/tWkfE5PU5OThabySeNIilfvrzFZubNnTuXgLa/myX2m9R65bJly0YAiRpomkNUVJQw/E6fPm0xvSRFDp5FO3lT+9uSzllLdqon4++rAFJ8ADMF6eHTovldUt8d3ZsClIacBqEYUv9eNBry0iWyZUt5k888echly8jk2jUlrCaMjIzh9u3bZR2SbWxs2Llz52RDWUmhVqu5d+9emR4nJyeOHTvW6L5CCbukW1tbs3Hjxly3bh3Xrl3LuXPncsyYMezZsyebN28uGx7s4+Oj1+ApUaKEaB8glX/rLra2tsyUKRMLFSrE5cuXC70hISFs27atMPKKFi3Kc+fO0dfXl1++fDHqSV6tVouSdpVKxfXr1xt1fBIybdo0sf1btmwxS9enT59EIm+NGjXM6vxOaqu3pAT+YcOGmaWL1B67qlWrEgArVqxoEQ/Kp0+fREh4zZo1ZusjtUZp5syZCUD2OzKXBQsWEAALFixo0UHJ0iDfjh07WkwnSW7bto0AWKxYMYvqJSkelCxVgKCL1LPO0GawxiDlTFosh07qBJ3QiNI1pv6mETEqksT/c8LCwuDs7IzQ0FCkTZv2794chb8Jf39gxQpg3Trg+3fta2nTAj17AoMHA56e2tcOHACGDgU+fIhfN2tWYOlSoHlz4vTp05g7dy58fHzE+w0aNMCYMWNQpUoVqFSqFLdFo9Hg8OHDmD59Ou7duwcASJUqFXr37o1hw4YhZ86cAIAPHz7g8OHDCAkJQUhICL58+SL7e/LkyShevDgmTJiAEydO6P3MWbNmYfz48QCAhw8fonjx4rCzs4Obmxvc3NyQLl06fPv2DU+ePAFJVKxYEQcPHkSqVKlw8+ZNuLq6iiVVqlR699PHxwdNmzZFeHg4ihcvjhMnTiBz5swpHpeEkMTgwYPh5eUFAFi9ejX69OljtB5J1/Dhw7F06VJYW1tj//79aNq0qUm6AODBgweoWLEifvz4gd69e2P16tUGfffJcfjwYbE9e/fuRatWrUzWBQBv375FsWLFEB4ejrlz52LMmDFm6QOAJUuWYPjw4XB1dcWLFy+QPn16s3WuXLkSAwYMQMaMGfH69Ws4OTmZrTM0NBTZsmVDeHg4jh07hgYNGpitEwBu3ryJ8uXLw9HREYGBgRa7n4SEhMDd3R0ajQb+/v7Inj27RfQCwLBhw7B06VIMHjwYixYtQmRkJGJiYhAdHY2YmBixREdHw9PTE66urgC0156bN2/K3teVb9CgAQYOHIhLly5h3rx5+PTpE9RqtWzRaDRQq9Xo0qULatSoAQB4/PgxJk+enKxs37590a5dOzRu3BhHjx6Fp6cn3N3doVKpEi3du3dHjx49AAD+/v7o0aOH7H0rKyvxd8vChdFzwQIAQDCAwwB6JXXAfHyAatXMPu5G2R0WMd3+YhSPlIIu4eGklxeZP798JE3z5uT06YZ7fm/evMlWrVrJmh6WL1+e+/fvZ1xcHGNiYhgQEMBHjx7JKoiePXvGoUOHsmPHjqxbty7z5Mkj6zVka2vL9evXU6PRiNyU5JaZM2cKvVu2bJHlT5UoUYLDhg3jjBkz+Mcff8h6ZMXFxTEiIiLJvInTp08L74inpyefPHli0nG+e/eueGL19PQ0OZ9Io9Fw6NChYr/++OMPk/SQWk+N1BDS3t6e586dM1kXqW21IH3/CxYsMEsXSY4ZM0aEfV8YOxMpCaRhwXZ2dkZ5TpMjNjZWeFN12z2YQ3R0tJhxqJtDZy4jRowQHkNLodFoWKBAAQIw20NKan+PYWFh/PTpk/DA/PHHH3zz5g0PHz7M3bt3c9OmTVy5ciUXLVrEWbNmceLEibIw3fHjx9mkSRPWrl2blSpVYunSpVmoUCHmzJmTGTNmFEn9ZcqU4YYNG/ReT3RzDXfv3q1XduPGjezevbvw0OmTXbFihdCbkjf8999/J0l27txZrxwATpkyReh9/PixXtlRDRuKC7ofwKHJeaYs5LlTPFIK/wo0GuDUKa2n6dSplKQJ4AcyZ/6M/fs/49u3LyhUqBBy5syJV69eYezYsTh06BA0Gg0AwMrKSvwNAH/88Qf69+8PALhw4QKqGfDE06FDB4wePRrTp0+Hm5sb0qdPL7xH0t+5c+dGxowZxTpRUVEYPHgw1q1bBwBo2rQpNm/eDGdnZ2MODZ49e4ZGjRrhzZs3SJs2Lfbs2YO6desapQMAXr9+jbp16+L169fIkCEDTp48iVKlShmthyRGjRqFRYsWAQCWL1+OQYMGGa0HAOLi4tCqVSv8+eefSJ06NXx8fFCmTBmTdAHA4sWLMWLECKhUKhw8eNAsL1dcXBxq1qyJixcvomjRorh+/TpSpUplsj6SaNKkCY4ePYrixYvj5s2bsLOzM1kfAFy5cgWVKlUCAFy7dg2//PKLWfoAYPv27ejUqROcnZ3h5+eHdOnSma3z3bt3yJUrF9RqNe7du4cSJUqYpS8uLg7h4eFYuXIlJkyYgCpVqmDNmjV48uQJIiIi8OPHD0RERMj+njRpErJkyQIAWLt2LZYtWyaTi4yMFPr79++PlStXolGjRqhWrRpGjRqV7LacOXMGtWrVAgCsWbMGffv2TVbWy8sLAwcOhIODA9asWYMuXboAAKytrWFnZwd7e3vY2dnBzs4Oy5cvR7NmzQBor1MTJkxIJCMt3bt3x9mzZzF9+nS0a9cOOXPmhLW1daLFysoKtWrVEuf9p0+fcPjw4STlrK2tUbx4cRQoUACDBg2Cl5cX2rZtiw4dOoDaVCKQhEajAUkUKlQIhQoVAqD1Qh4/flwmpytbOCoKZf9zDQ4D8ARAhaQOmOKRShrFI6WQEk+fasfQyB9OLhEoRSAbgcQ9iXS7HJ8/fz7ZJyE3NzfZE9n79+/522+/ccGCBdy0aROPHj3K69ev89WrV/z69StnzZolcoxy585tUv7B2rVrhZcrb968JlW+fP78mZUrVyagzb/S3QdjCAwMFMnUqVOnNrmbtUajER4bAFy8eLFJekhtEm716tXF92NOB3SNRsO+ffsS0DYQNHW2ocSnT5+EJ69Lly5mV1sFBASIXmQTJkwwS5dEt27dCIAlS5a0SP6VWq1m0aJFCVi2vYCUxN22bVu+fv2a9+7d44ULF3jkyBFu376dK1eu5Ny5c2X3hrVr17JGjRosU6YM8+XLx0yZMskGn1+4cEF4IaXGosktup3/582bl6ycSqXiypUrxe9x586dLFu2LKtUqcK6deuyWbNm7NChA3v27MlBgwbJvMRPnz7l6tWruWXLFu7du5fHjh3juXPneO3aNd6/f58hISHiWvDy5UtGRkZarOpw9erVBCw/lockf/vtNwKWyRkkGZ8jlVTIAX9vjpRiSCn8Y9ixI+G5dSGJi54D3dyysWTJkty6datYNzg4mKtXr+aBAwd4/PhxNm7cWKxTsmRJPn782KhtuXLlCrNnz05AG+pbtGiR0TfUmzdviuolJycn2QgTQ4mKihKhMAAcNGiQSeNqQkNDheFiZ2cnCyEYg0aj4fjx48X2mBNOCwsLEyNqsmTJYvS8RV1iYmJEh/wsWbKY3QzTx8dHtKawROWZVLpvZWXFa8a0/0+GoKAgUbJvqSTxw4cPE9B2o//06ZN4PS4ujiEhIXz9+rUscdzHx4cLFizgxIkTOWjQIHbq1ImNGjVipUqVWLhwYX758kWMGtE3c1AyMCSkUFhyy61bt1ipUiUCYLdu3fjrr7+yTp06bNGiBbt06cL+/ftz9OjRnDZtmqydxZs3b3jmzBleu3aNDx8+5Js3bxgcHMyfP39So9EwKipKVNiZ2tctOaQ5lCdOnLCo3iNHjhDQNi+2NLNmzSIA9ujRw3JKpaq9hMaUUrWXMoohpWAIPj4JDamvBI4RuEngDYFwAhr6+Bimb+/evcITYG9vzwULFhhVQfT161c2b95cXMAbNmwoBtIaSnBwMGvWrCl0jBgxwmhDSKPRcM6cOUJH3bp1TSp3joyMlLU0MHVumUaj4aRJk8T2SDkVpvD582fRkiJPnjwMDAw0Wde3b99E48pSpUqZPd9MOub29vZme7lIijyWfPnymTxvUZc//viDgLYvWkrHTaPR8MePH3z//j3v37/Pc+fOcd++fVyzZo34PWo0GtFmxM3NjdmzZxcDnqVFN9dQd66iPuNImglnZ2fHzJkzM3/+/GJGYfPmzdm1a1eZwXPv3j1u375dzCi8d+8eX79+zc+fP4tK1ilTpghPlyWRDHtLj4tp2bKl2V7cpLhz5w4BMFOmTBbVS8a3LGndurVlFSfVRypbNqWPVEoohpSCIaTk+QVIGxvy6lXDdX769IkNGjQQF/eqVasa5fnQaDT08vISSeQeHh5G91WJjY0VHbmlbTDFYNi/f7/o+F6oUCGT+tLExcWxf//+YlsmT55scuhKt52BOUnKHz58EDfw4sWLmzU89vXr16KRYLNmzcwqvVer1aKbdq5cucweavv161cxv3Hw4MFm6QoJCeHDhw9Fr5/y5ctzzpw5HD16NHv27Ckz1vv37y8rgki46BpHTZs2TVbOyclJ5qnZunUrO3XqxEGDBnHixIlcsGAB161bx3379tHb21sYslJIrVatWmbtsy6XLl0ioG3S+1e0VxgxYoTFdJLxXjZLzyAMDAwUD0ameKr1sXHjRgLaDv0WR+lsbjyKIaVgKMl5fnUXKytyxAjS0Id6jUbDNWvWiNliadKk4YYNG4wyIO7fvy9uWlZWVpwyZYrRF659+/aJDuNZsmQxKcRz+/Ztenh4EADTp08va9xpKBqNRsyEky7upuZszJw5U+gxZySIr6+vyEuqWLGiWR6by5cvi5yUMWPGmKyH1BosOXPmJKAd82FuvtSpU6fE8UqYq/bkyRMePnyYGzZs4Lx58zhmzBj26NGDjRs3ZoUKFWS/N6k5pyHGka7nyMbGhhkzZmTBggVZsWJFNm7cmAEBAUL2+vXroq/UpEmT+PLlSwYHB5vVrNPX15eANs/P2GkCyREdHS3O5wcPHlhEJ0lu2rSJAFi5cmWL6SS1RicAVqtWzaJ61Wq1GJRtqdmOEvv27RPno8VRZu0Zj2JIKRjD/v2J+7Zly0Zu2kR27hz/Wq5c5Nmzhut99eoVK1asKG4qTZs2NaoJZ0REhCg3BrTz9t6/f2/Uvj19+lSUb9va2nLlypVG35w/fPjAUqVKiXCJbq6YMaxcuVLkrrRo0cLkcR66YcdJkyaZbGzcv39ftH2oX7++WTdvqcEiAK5bt85kPSR569YtYZjNnz9fr2zCfb9y5QrXrFnDmTNncsiQIWzXrp3wSllZWcm6sqdkHOn+VocMGUJXV1fmy5dPhK/z5s3LESNGcNasWbLQ76dPn/j27VuGhYUZ9N3Mnj1beE4tRZEiRQhYdhRN/fr1CYALFy60mM4nT54Q0BYtWNLDc+vWrb8sBCflYd64ccOiek+fPk3gr2lSqhhSJqAYUgrGkrCzua7D5PhxrWElnYe9epGGRl3i4uL4+++/i6TSDBky8NChQ0Zt27Zt24RnydXVlYcPHzZq/bCwMJEzAWgTZo0ZyExqjTrd/K2JEyeaFOLYu3evMBKqVatm8qiJ+fPni20ZP368ycbU5cuXRfiybdu2ZlU3SXlcNjY2ZvWriouLExVd1tbWXLBgAefPn8/Ro0eza9eurF+/PkuXLs3s2bPT0dFR1mU9JeNo8uTJQnbatGksU6YM69evz86dO3P48OGcNWsWV69ezf3798u8dLrHV5rnZm9vb3QOX1K8f/9eGNiWGmsyefJkEW61FNJA4AYNGlhMZ1xcnOgeb4m+XxJhYWHiOzc3RJwQKQft4MGDFtV77do1AtoedBZHMaSMRzGkFCxNaCg5YED8uejhQepMYEmRBw8eiHJvyZgx5vfp6+srvEIAOHToUJEIawgajYZz584VlWGlSpUyumpNrVaLEmVAmxRqSkjs3Llz4uZRokQJWajHGKT5clJIzVRj6uTJk8LQ7du3r8l6NBqNGOGTLl06WYPNhDrPnTvHRYsWccyYMezSpQvr1KnD4sWLM2PGjLSxsWF0dDQ7deokvBX6jCPd47d48WI2btyYPXv25Lhx47h48WJu376do0aNIqAdOGusEZ3UfpYuXZoAOHv2bLN0SUgVkOYOmZaQBmQ7ODiYXQQgIY1OcnJyMntEkC7VqlWziCczIZIn8vr16xbVKw3xNrU9SnJIDTbd3NwsqpekYkiZgmJIKfxVXLhA5s0bf062bUsaGq2Liori2LFjxdN3jhw56GNoSeB/1h8+fLi4gZYqVUpWxm0I3t7eIjna1dWVp06dMmp9UpsUKhkeZcuWlZWuG4puF/RcuXKZPGhXdzjxyJEjTTaCdu/eLb4XUwfJXrlyhUuXLhU3sFSpUrFEiRLMmjUr7e3tZTfflDpDf/z4kRERESKMUrJkSQ4fPpxz5szh+vXreeTIEd64cYN+fn4GedFiYmJEgv2yZctM2j9dNm/eTADMmjWrRUJSUmjU09PTIsncGo1G5Jrtt1B1llqtFufOpUuXLKKTjO9ub+nEcKl6d9OmTRbVO2jQIOEJtiT+/v4ifcDiKIaU8SiGlMJfyc+f5G+/kdbW2vPS1ZXculU7MNkQLl26RE9PTwLa6pcRI0YYlS905MgRkaeSOnVqo3OW/P39WaZMGfH5s2bNMvrmdeHCBbq6uoqbqe44GkN59eqVGBXi7u5ucsm/l5eXzFNnqjElNRsEwHnz5pHUjvf5888/uXLlSk6aNIm9evVigwYNWLJkSWbKlEmWV5WScaSbnLty5Uq2b9+ew4YN4++//85NmzbxxIkTvHfvHgMCAsT3IVUypUuXTpbfZApSuDBr1qxGeTOTIioqiu7u7gTAvXv3mqWL1A4zlryUFy5cMFsfGT8yplOnThbRR1J4HC3lOSPjk6xLlixpMZ1kfNK/JRuekvE5bV27drWo3q9fv4pzxZx8xSRRDCnjUQwphf8Gt2+TxYvHn58NGpA67Wn0EhYWxt69e4sLR6FChXjnzh2DP/vDhw+sWrWqWL9r164MDw83eP3IyEj26tVLrN+0aVOj85VevXolEtmdnJz4pzGxzv8QEBDAEiVKENBWN5qaW6RrBA0cOFCvMRUREcHnz5/T29ubmzdv5qxZszhgwAA2bdqUWbNmFXp27dolwmvJLbr9iJYvX84mTZqwX79+siKBTZs28d27dyblX8XFxYmQ8OjRo006NhJRUVGiAnPNmjVm6SLjc8IsVXHWs2dPApZryCi1LHBxcbHYjXnNmjUW3Wcy3hNjbW1tdthVF8lba8k8MTLeG1m7dm2L6o2NjRXnzJcvXyyqWzGkTEAxpBT+W8TEkLNmkXZ22nM0TRryjz9IQx08R48eFSEuGxsbzpgxw+BQSVxcHKdOnSrynvLnz8/79+8btf26o2Xy5ctndEf2b9++sVatWsK7NX/+fKM9Qt+/fxd5InZ2diZ7ONauXSsuxPXq1aOXlxcnTJjAbt26yW6kKRlHkoGbLl06jhs3jmXLlhUG0rRp07h27VoePXqUd+/e1XuDljxU5cqVMytcdezYMQLa5G5/f3+T9ZDkkiVLRAjN3Dyfjx8/ilJ4UzySCZEMn9SpU1skrykuLk54zUwJYSfF69evxblqzIOLPjQajbgGXDWmaV0KSFVwBQoUsJhOkjxz5gwBsHDhwhbVS1IUfpgzdSBJFEPKeBRDSuG/zbNn5K+/xp+rlSuTOrnGevn8+bOsqu6XX34xKvfp/PnzIi/H3t6eK1asMMqYMXe0TExMDPv16ye2v2fPnkZ7ACIjI8UxkOaQJSQsLIxPnjzhyZMnuXbtWpkhMHLkSHERTmp5+/atkB07dizTpk3LggULsnbt2uzWrRsnTJjAlStX8vDhw/z69auYFdiiRQuTQ4WfPn0S4Spzxr5oNBphaJobTvnx4wczZMhAwDKtAaTZdpbwImk0GubOnZsATG6xkRDJKO7Xr59F9JEUYfnjx49bTKfUiHXJkiUW0/nu3Tth9FkyOf7p06fC02dpJMPXkr26SCqGlCkohpTC34FaTS5bRjo5ac9XBwdy7lzSEAeTRqPh1q1bRV+jVKlS0cvLy+Cb+OfPn8XFWHLnG9OMMDg4mDVq1BDrGztaRqPRcOnSpcI7Vq1aNaM+Py4ujn5+fuzTp49sHxo0aMCiRYuK45KccaRbTSgZL5IhNGvWLFnDSENCbPfv3xfeFlNmFkpIlYVubm5mhSt0Z8iZe5P5/fffhQfT3GG2V69eFQa8JVohTJ8+nQBYs2ZNs3WR5IkTJwiAmTNntlhHcikkPnLkSIvoI+P3u2PHjhbTqVarRRPRF4Y+1RnA9+/fxfllidFDukiGtCmNf/WiGFLGoxhSCn8nfn5knTrx522pUqShEbd3797JZuXVqVPH4A7CGo2GS5YsERV12bNnN+qCFBsbKyqIJGPImAaipDYMJRkyefPmTXQBf/jwIdetW8dJkyaxS5curFq1KnPmzCmMFj8/PzHXLKnFxcWFRYsWZYMGDWSVfh8/fqSvry8jIyOp0WhEP6WcOXOa3KtK6kWUPn16mSFmDDExMaI5pLlVWW3atCGgbR5qDmFhYUyXLh2lPDBz0Gg0onDBEq0Q/Pz8hMFobhiT1HYkl+b3WSpstnPnTgLa8UKWQjL48ubNazGdJEXLFFPyF5NDo9GIlhy+vr4W00tS5EtaetiyYkiZgGJIKfzdaDTazujp0sXP7JswgTSkOE+tVnPp0qV0cHAQuTo7d+40+LNv377NPHnyUEpgnTVrllGeB1NGy8TExPDVq1c8c+YMJ0+eLG5e1tbWsgaiup6jhIutra3oeSMZUzY2NvTy8uKTJ08YFhZm8D58//5dlL+b+pQfHR0tEr3NGVZ74cIFYRzcunXLZD2+vr7C4DSn4ScZP7ewSJEiZntqLN0KQQpjzpw502xdZHyT0lGjRllEX1BQkPjNmmpgJ+TLly9Cp7nVmbp06NCBADh37lyL6STJvHnzErBchaVE5cqVCYB79uyxqF7FkDIBxZBS+P9CQADZsmX8OVygAHnlimHrPnv2TDztSzdzQ8NlYWFhsnL8mjVrGtXvKeFoGS8vL75//56XLl3ili1bZBf72bNni5Becl4kKXl0z549rFevHvv27cvZs2dz+/btvHz5Mt+/fy8z9tRqtRj+7OnpadLN5erVq7S2tjYr5+b27dtCx4EDB0zSQcYnuJctW9Ysw0Xq4VOmTBmz9Hz9+lV4Do3ttJ8QS7dCkObP5c2b1+xZg6S2mz4A5s6d2yL6SLJYsWJmh30TIrUCOX36tMV0SiHD7t27W0wnSVExvGPHDovqlc759evXW1SvYkiZgGJIKfx/Y98+MmNG7XmsUpFDhpCGFP3ExMRw6tSp4maeOXNmg93eGo2GmzZtEm74DBkyGLzu5cuX2b9/f2bKlClJ4+jixYtCdtWqVQS0XaQLFCjA+vXrc8CAAZw1a5ZIzC1SpIjR5+PXr1/F+g0aNDDJcJBuJGnSpDG56ee4ceMIgBkzZjR5CG5AQIDw0pnTeiAoKEh4C80Ny0n7VaZMGbMNDEu2QggPDxe5PVcMfepIQZ+9vT0By41hkRrj9u7d2yL6yPjE/VmzZllM5549ewiAFSpUsJhOMt7TtWDBAovqlY6BJZPuSWpHU0iG1PHj8hlgFvsIxZBSUPjL+fqV7N49/nzOkYNMWJWd3My/W7duCQ8RoK1CMrRE/NmzZyxevLhYt0uXLty5cyd///139u7dmzVq1GCOHDlkOSRS88aES7p06Vi9enXZDe7bt2/89OlTkobO+/fvmTlzZgJgw4YNjU5uvnv3rghxTp8+3ah1SW1iuRQuKF++vEnVS5GRkSxYsCABsHPnzkavLyG1HnB1dTUr8VwKy+XOndus/kjBwcHCyDY3J0W3FYKpjVV16dq1KwGwT58+ZusiycaNGxMAp02bZhF9UkuKXLlyWUQfGV+Y0LRpU4vpfPjwoThvLeWNIylGDo0YMcJiOsn4KktTzvVk2b+fzJJFPpU+a1bt6xZEMaQUFP6LnDqlNaKkc7pbN62RtX+/9vxO7nz/+fMnhwwZIoyaPHnyJJlAGxkZySdPnvDgwYMiUT0yMpLVq1dPNvwGyMvh79+/z1GjRnHlypU8ffo0J06cKOSMdbvfunVLtCYYPny40cdL6u6tUqlMuuH7+/uLqr8JEyYYvT5JXr9+XYQvjx49apKO2NhYkXNljoEQHh4u+g4tX77cZD1kfPfvX3/91ewbrZSLZIkw0rlz5wiAzs7OFmlSuWHDBgKWSxAPDw8XhqOlBi1LfbQ8PDwsoo/UnvfS6CNjC0f0sXjxYpFuYEmk36O5zWcF+/drQwC6F1UpLKBSWdSYUgwpBYX/MuHh2vCedI67uCQ+15M73729vUUHbpVKxVq1arFfv36sXbs2c+TIIS6cCXODTp48KTOcsmbNygkTJnDz5s28cuVKitVtY8eOJaBNID9y5IhR+yvlqZga2urbt6/w5pjSrG/37t3ieJ0/f97o9cn4p3APDw9++/bNJB0XL14U23Hz5k2TdJDxHsMMGTKYdZ37+PGjCHsZM/cxKSzZCkGtVovZgMYUWiTH58+fRXjcUoZPxYoVCZjXI0yXiIgIsY2GVuoagpR7lTAxPDo6ml++fGFAQADfvXvH169f89mzZ3z48CHv3Lkj85oGBgby6NGjPHjwIPfs2cPBgwdTymNbv349nz59KmQ/fPjA1atXc9WqVVy5ciX/+OMPenl50cvLiytWrJB5LAMCArhkyRIuXryYixcvZp06dQiAFStWpJeXl+wcCQ0N5e7du7l//37++eefPH78OE+fPs1z587x4sWLsutCTEwMnz56xJcZM/INwHcAvyd1cc2WzWJhPsWQUlD4m7hyhcyfP2kjSrv8IHCPbm47OWnSFLZt25anTp3it2/f2Llz52S9S2nTpmWZMmVkyb+RkZH8+vUrvb29xc2zbdu2BofbNBqNCLk4OjoaXU4+Y8YMAtpKvLNnzxq1blRUFMuWLUsALF26tFGzCSV69OghDEhTcp1+/vwpqpXMaUApfW9lypQxuY9TTEwM8+XLRwCcNGmSydtCkgMGDCAA1qhRwyw9lm6FIOVd1atXz2xdJIVHduHChRbRJ1WWtmvXzmQdGo2GERERDAwM5KtXr8Tva9u2bULm8ePHXLlyJRctWsRZs2Zx4sSJHDlyJAcOHMgePXrw0aNHQvbw4cMsV64cixYtyjx58jBLliyiHYqVlZVsgPOOHTsM9lAfPnxYr6yXl5eQPXv2rF7Z+fPnC9nr16/rldWdafj48WO9srpVmW/evEn0/pDkLrJmPkBIKIaUgsLfyKlTCc/tRwTqEsiR5AVDN89jxYoVwgNVvHhxnj17lkFBQSmGaY4dOyYusF26dDE4kTsmJkZU1ri6usqeRFNCo9GISkIXFxejmwT6+/uLYc29evUyal1SG46RblSmdiy/dOmSON4nT540en1Snni+evVqk3SQ5P79+wlom7caU5GZEH9/fxGmMje5e8uWLcJYNbebtq+vrzAAPn78aJYuMn72XMWKFc3SExkZycDAQG7btk14BdVqNe/cuUMvLy/+/vvvnDhxIocNG8aePXuybdu2bNiwoez3vmzZMqZJk0bmPdZdOnToIGR1h3Intei2F5FaUSS36Hr3JC+xSqWinZ0dnZyc6OLiwgwZMjBLliyyYoYrV66wTJkyrFChAqtUqcIKFSqIh6KGDRvKwt0PHz5ks2bN2KxZMzZv3pwtWrRgy5Yt2apVK7Zq1UrW08rX15ft2rVj+/bt2b59e/GwlDVrVrZs2VLWBuHVq1esVq0aK1asyPLly7N06dIsXrw4CxcuzPz588sMtNevX9MtdWqmBZgKoB3AkckZUhaqPFQMKQWFv5EdOxKe288TXABdCVRktWo9OX/+fN6+fVu2/qlTp0RCdp06dQzOKTlw4IAIJfTt29dgwyIiIoLly5cnAGbLlo3v3783eF8jIyPFRThv3rxGe4bOnDkjcpXWrVtn1Lqktp2BZECaWj0n5ally5bN5GvM0qVLhTFqahhMo9GIY2lus09pYHCDBg3M0qPbCsESvYAqVapEwDJ9kKSRKQB4584dPnz4kBcvXuSRI0e4detWrlixgjNnzpT9JteuXcty5coxX758zJgxo/DkSot03j169IizZs3Sa8TohtaWL1+e6P3UqVMLA1u3+vHUqVNs3rw5O3TowB49enDgwIEcNWoUJ02axNmzZ8sMtHfv3vHw4cM8ffo0L126xNu3b4uQdPPmzWXXBrVabbJH9PPnz2K7LdE7TEJqfWERL6SPjz5Xv+KRSgnFkFL4XyLx+R5DYC2BSwQ+G3S+nz17VlRgVa9e3eCKvp07dwrDZOjQoUaNpMmfPz8B7fBSY/o8BQYGivyXGjVqGO25kG5Y9vb2iYxKQ5g3bx4BbXjy2bNnRq8fEREh8k5MneEWGxsrehGZU0IvJShbW1vz+fPnJuvx9fUVv4M7d+6YrIeM7whviVYI0iDqggUL6v1tPn36lPv27ePq1as5e/Zsjhw5kt27d2eTJk1YsWJF4bGTPB76Ft0RPDNnzkxSRqVS0dnZWcxk3LRpEw8dOsSWLVuya9euHDhwIH/77TfOnDmTS5Ys4fr162Vew5CQEL58+ZIBAQEMDw8XHmEpj9GSA4GlTuxVqlSxmM64uLi/JIldymWsWrWq+cri4rTVOkklm0PJkUoRxZBS+F8ipfMd/6neS+l8v3TpkmiyWKlSJYN//9JTIACOHTvWYGPq7du3orVBpUqVjKquevjwoeiH1KdPH6PCbGq1mk2aNCEA5siRw+hWAmq1mrVq1SIAlihRglFRUUatT5I+Pj7imBmb7yUhGUEqlYo3btwwSQdJcSyaN29usg6SIuxqrh5TWiGo1Wp++fJFFmL29vbm2LFjhde0dOnSLFasGLNmzUpHR0e+e/dOyI4cOVKvcXT/PzOapk6dSilc6O7uzrx587Js2bKsVasWW7VqxV69evH169dC7/Pnz3n48GFeuHCBDx48oL+/P79//y62c9iwYQTAYcOGmXXMJKTcHnt7e7PnIEpcvnyZgGVbNZAUY4aMCe+nhJSLVbZsWcsolKr2El5claq9lFEMKYX/NZI736WldGnSkPmg169fF6X+5cuXN7i6TLdvlG6CZ0o8ePBAfF6zZs2McvMfPXpUeEEWLVpk8HqktneVNOC0bt26Rt90Pn36xPTp0xMwvRdO//79CWg7r4cb0l01Cbp06ULAvMTzJ0+eiONoTo7TkydPhJdBN4HZFKTGii1atJD9Jg4fPswhQ4awXbt2rFmzJosWLcqMGTMKY0k3TJyScXTv3j0hu3btWlasWJFNmjRht27dOHLkSM6ePZurVq3i3r17hcf0zJkzwgC3BNJDSLVq1SyiLy4uToQPLVVd+PbtWwKgnZ2dxQY3kxRjqC5dumQxnd7e3gS0DXwtRlJ9pLJlU/pIpYRiSCn8L5JUH6n06UlbW+3flSpp+02lxO3bt+nq6koALFWqlMEeG6k3jLE5KefPnxcXf2O9S1ITQpVKZXR/pgcPHoj+VJMnTzZqXVJeiWRK4nhYWBizZ89OABw8eLDR65PaMKeUF7Nq1SqTdJBkr169CGgTqc3pB9WqVSsCYPv27ZN8Py4ujoGBgTKj7/Dhwxw0aBBbtWrFihUrMleuXLJcIt1QmZSvY4hxdPDgQfbr14/NmjUjoB1AffLkSd66dYtv3rwxKZk9LCxMGJ2WSGC/f/8+AW3xhKUaXhYuXNjk32RSxMTE/CVhOClP0twRQ7pcuXLlL/GeKZ3NTUAxpBT+V0mqs/nFi6Szs/YaULQoacj1/8GDB8yQIQMBsFixYgZfQGfPni1uakuXLjV4u/fv3y9uUFOmTDF4PY1GI7oZp06d2ugRHlu3bhXba0qjzIEDBxLQjn8x5SZz6tQp8fm6Y3OMQaomS5cuncmJ5x8+fBBGpSk3NrVaTY1Gw3v37gnDtn///uzVqxcbNmzIUqVKMXPmzMJz5O/vL9YdPXq0XuNId+TJiRMnOG7cOC5evJjbtm3j6dOnef/+fX769ClZwyggIEBsk7n9qUiyRIkSBCwzFzA6OloUL5jS3ywpmjdvbvT5lxJSCN6UnMLk+Cvm4km/v8yZM1tMJ8l/1qy9OXPmENAmtSaH1MVYd7G3tzfqcxRDSuGfxoMHZKZM2utAzpzky5cpr/PkyRMxK69QoUIGl8hL/XsA48rzdcODK1euNHi9mJgY1qhRQ4RcjDVoJGPIxcVFlt9iCD9//hQegAYNGpjkVZAq3vLkycMfhsRfExAbGytG+JjS1kFCmp1XoECBJEOsL1684J49e7ho0SKOGDGCbdu2ZcWKFZkjRw7a2tqKnKNGjRrpNYxUKpXshnzy5EmOGzeOy5Yt4549e3jp0iW+evVKNHBt2bKlyfskIXWEt8SQYKlvlild9pNCSjg/ePCgRfRJx23gwIEW0UeS5cqVs+g2kvH90ObNm2cxnc+fPxfnskX5pxhSN2/eZM6cOVmsWLEUDam0adMyICBALIGBgUZ9lmJIKfwTefOGzJNHey3IkIE0pLjqxYsXzJIlCwFtuwFDWhVoNBoRglGpVNyyZYvB2yhVbFlZWfHAgQMGrxcSEiJ6PFWoUMGohpvR0dH85ZdfCGiTx40dKfLw4UMRilq2bJlR65Lk9+/fxTEeOXKk0euT8QnBAHj9+nWD11Or1fz06ROvXbvGjRs3isrN4sWLs0yZMrIO2WPGjNFrIF27do1kfOWYg4MDp0yZwrVr1/Lo0aO8ffs2P378aHAe3K1btwiATk5OJjVQ1cWSQ4Kl/k/ly5c3WxdJdu/e3WhPrD6kcTa1a9e2iD6SbNGiBQHzRwrpIiXajx071mI6/f39KeVzWZR/giElNcI7c+YMq1atmqIh5ezsbMrHCBRDSuGfSmAgWbKk9nqQJg1pSMHY69evRbuBXLly8e3btymuo9FoOGjQIGEUGeoJ0Gg07NOnj/AkJxxLoY8XL16ISqAOHToY5R16//69CGV27drVaM+S1NfH3t5eltNjKNIQWysrK2GQGIvUNb506dIiBykqKoq+vr709vbm+vXrOXnyZFl4KyXjSLf7/ObNm1mpUiW2a9eOI0eO5OLFi7l3715evXqV7969EwZSbGysOJbmDDPWaDT08PAgAB4/ftxkPWT88c2ZM6fZuUhSZZytra1F5vhJPcEsNWxYMqqzZ89uEX0kOXToUALgmDFjLKZz+vTpZntRE6Lbn8pSVYsk/xmGVJcuXUR5qCGGlLW1NbNnz86sWbOySZMmfPz4sV79UVFRDA0NFcv79+8VQ0rhH0toKFm9uvaaYGdH7tuX8jpv374VVW7Zs2fnq1evUlxHrVaLJGYbGxuDc29iY2PZtGlTAtqhs8bkPZ09e1aUzs+YMcPg9aR1pTwtYxO3NRoNGzZsKMKgpoTopAq8AgUKGOyBiY2N5Zs3b0S3bKkCMmfOnCIsm3DRrcxbvny5uF5WqlSJbdu2pZ2dnchNMmUUDhkf/uratatJ60v069ePgOn9tiTCw8NFLpIhv119aDQacWxNzWvT5cKFCxY1fIKDg8V3bQlDjyQXLFggHlAshdRx3dx2GbpERESIfTe0F56Biv+3DamdO3eySJEi4sKSkiF19epVbt68mffu3eP58+fZqFEjpk2bVm9IQpp5lHBRDCmFfyqRkWSLFtrrgpUVaUgq04cPH0QTTQ8PD4MaOMbFxbFTp07C3W6oh+Lnz5+iK7WHh4dBXjCJ1atXi3PY2O7Yc+fOFdtqbG+m4OBgcYPt37+/UeuS2vCktP5vv/0me+/t27fctWsXZ8+ezd69e7NmzZr09PQUyduS50hKPNddHB0dWaBAAdatW5e9e/eWPVhGRkYmCrVJHsFOnToZvQ8SUo+rtGnTmhWWO3HihPgNmFt6X6VKFZOM5KRo2bIlAfD33383W9f379/Fd2Wq4aqLRqMRnlljiy+SY9euXQQs0yQ1oU5LNvpUq9XiWAYHB1tM7/+0IfXu3Tu6u7vLXOUpGVIJiYmJYe7cuTlx4sRkZRSPlMK/kbg4snfv+OvDzJlkSlGPgIAAFipUiIC2Ui0lby+p9Zq0bt1a5M0Y2oDy69evIpE7f/78RlVcSTkxjo6OvHXrlsHraTQaUfWULVs2o6u8Tp8+LS7khnrg1Go1379/z3PnzoneUoB8rllSBpK0ODg4iPljUVFRYp7gnDlz+PnzZ6NDWTdu3BB6De0jltQ+Zc2alQBkg26NJSoqSjReNeZ7TAoplNSqVSuz9JDkwoULCYBNmjQxWxdJenp6EgDPnTtnEX1SawFLVBaS8W0FPD09LaKPjO/JZcku7CRFvqJuZajZ/C8bUgcPHiSgHV8gLYA2gdXa2trgGGirVq2MmrCt5Egp/FvQaMgJE+KvEUOGkCk9+AcHB4sqsfTp04uuz/qIiYlh48aNCWiH5F6+fNmg7Xv//j2zZctGKbnXUHd9XFycCLVlzpzZqHl+379/Z758+QiAtWrVMjrXQkq0d3V1FcnaGo2Gnz59kjXePHLkCIsWLSraDiRcdJsKnj17lpUqVWKXLl04depUbtmyhZcvX+bHjx8TeWqkhH1Th+tqNBpR5ebl5WWSDjL+OJhruEi9qfQ9DBvC1atXCWjbRJibP3Pt2jXx+7dE/ycpmdvYxrLJIVXE6baOMAcpidvW1tZiTTnv3r1LAMyUKZNF9Em4uLgQgEnjm5Llf9mQCgsL46NHj2RLmTJl2KlTJ4M758bFxTF//vxGlaoqhpTCv40lS+KvE+3bk9HR+uVDQkJYpkwZcWMyxFsQGRnJOnXqEADTpEnDmzdvGrRtT58+FaGKBg0aGNxIMTQ0lEWKFCEAlixZ0qicicePH4sKtvHjxxu83s+fP3njxg3mzJmTAOju7s6SJUsKr8quXbuE7JEjR4TRZG1tzTx58rBevXrs2rWraIBoSt+eT58+iTwxU/v+LFmyRBw3U7lz547wbJlzLZV6fRUtWtRkHaTWMyo1LzXXuxUVFSU8Hy8N6SWSApK3rEuXLmbrIuNn/JmboyYRExMj8gcDAgIsolPXOLNUM1KSokDB0PFCBvG/bEglRcLQXufOnWX5BNOmTeOpU6f4+vVr3rlzh+3ataODgwOfPHli8GcohpTCv5Ft20gbG+21om7dlK8X379/F20D0qZNa1C12Y8fP1itWjVhgBnizSK1oQXJc2NMVZ2fn5+oIGvWrJlRT9M7duwQho4UOiO1HpugoCCeP3+eq1atkqUeHDhwINkQnJWVlaxJ4pcvX3js2DG+fPkykXEoeRRM7aHUoUMHs26kX758EUnnpg4h1mg0wrNnTAuMhISEhIhohLljT6Qihjlz5pilhyQrVqxIANy4caPZuqQu+eYaixJ79uwhAP7yyy8W0UfGGyjmGqESuonhpo5ISgqpKMaccUeJ+KcbUlWrVpVdLIYNG8bs2bPTzs6OGTNmZIMGDYy2TBVDSuHfyokTZKpU2utF+fJkStNhwsLCWLlyZQLazuKGVDGFh4ezQoUKIjRi6EPO4cOHxQ01YTK2Pq5cuSKMAmPWI8khQ4YQ0LY1aNWqFX/99VfhHZOW2bNnC/lnz54xQ4YMrFy5MkuXLk0AzJIlCx89emTUcOPHjx+LNAZTQhTXr18noE2aN3WsR9u2bQmAAwYMMGl9Mr6Qp379+ibrICmM7yVLlpilR2pTUaNGDbP0kPGtIyzRm+rdu3cEtNWt5vbMIuNHz7i6upqtS0LKuzKmv5s+NBqN8OoZU0ySEpIX+syZMxbT+Y8zpP4bKIaUwr+Za9dIV1ftNaNgQfI/DauTJSIiQnQWT5UqFb29vVP8jO/fvwtDI1OmTAaHR9atWycMGGNGYEhNFAFw06ZNid7//PkzfXx8uHz5cvbt21f0vYqOjhYjQXQXlUpFT09P1q9fnzt27BB6dD1loaGhYmbh5s2bDd5WiSZNmhAAu3fvbvS6ZPyNz9g2EBJS4ryzs7PJZfRSp2kbGxuzxrNIMxXNNYCePXsmDExTWlTocujQIVoqWVqj0YjfiqkeQF10vT2GzspMCalS0ZSms8khebkssc8SUhf2w4cPW0ynYkiZgGJIKfzbefIkfgBy1qzk06f65X/+/Ml69eqJnBhDBqZ++fJFJDVnzZrV4LCNlP+hUqlkOUcpMXHiRJGTcfjwYQ4bNoy1atVixowZExlKPXr0EOu9fPlS5IeMGjWK9+/fN9iwkNopeHp6Gj0kV0potrGxEeNXjGH79u0EtMn2pgzoVavVohHrtm3bjF5fQhqBYszYn4S8evVK5JJ9NWTydjJoNBpRTXj69GmT9ZBkUFCQ+L2YWt2oS82aNQlYbvacVKRhqRCX1Il89OjRFtFHxo/uMfe70KVq1aoELDMOSPD/zJCygoKCwv97ChUCrlwB8ucHPnwAKlUCbtxIXt7R0RGHDh1CkyZNEBUVhSZNmuDIkSN6P8PNzQ3e3t4oUKAAPnz4gJo1a+LDhw8pbtv48eMxcOBAkETnzp1x9uzZJOU+f/6MM2fOYP78+ejYsSOcnJzQqlUrxMbGomfPnliyZAm8vb0RFBQEAPD09ETjxo0xbtw4tG3bVujJmzcvxo4dCwA4fPgwChUqBEdHxxS3EwAGDhyIjBkzws/PDxs3bjRoHYlffvkF1apVQ1xcHBYuXGjUugDQqlUrZMqUCQEBAdi/f7/R61tZWaFHjx4AgHXr1hm9vkT79u0BADt37jRZR+7cuVG4cGGo1WqcOHHCZD0qlQq1atUCAJw5c8ZkPQDg7u6OPHnyAACuX79uli4AKFGiBADg/v37ZusCgHz58gEAXr58aRF92bJlAwCDzlFDcXNzAwCEhIRYTKd0bv78+dNiOv/f8ZeYchZG8UgpKGj5/JksW1b7IObkRJ46pV8+OjpahABsbGy4z4C26R8/fhQJovny5TOoKiguLk6UxadJk4Z3795lbGwsJ0yYwIYNG4rZdbpL5cqV+ePHDxYoUIAAWK5cOa5fv543btxIMdk1NDSU7u7uJoU2pBEgWbNmNTr/5dSpUyJkakpobNq0aQS08wdN4d27d6KC0NfX1yQdUnWWSqUyqg1FQsaPH08AbNOmjck6yPgwrzkViRJSN3pzWzOQ8dWJlSpVMlsXSdGTbNy4cRbRt3v3botuHxkfLlyxYoXFdEqtJP744w+L6fz/5pFSDCkFhf8xwsPJ2rW11xBbW1KnT2SSxMbGiqoxa2trWQ5Rcvj7+4swUuHChZM1GjQaDd++fcu9e/dyxIgRzJ49OwFtc9CgoCBmzpxZZjzlzZuXrVu35qxZs0Tyqbe3NwFtFZ0xhSgrV64kALq5uRkVyomMjBThJGPyuqT9LVWqFAFw8uTJRq1LkoGBgWI0iqHtJhIihWzNuSFLXeoXLlxosg4pgT5NmjRGJe4nJDAwUPw+zMnbIuO76Fsief3Ro0di/yzRq0lqYdGiRQuzdZHxfbhy5MhhEX1kfBf9adOmWUxnx44dCYALFiywmE7FkDIBxZBSUJATHU22bau9jqhUZEpD4OPi4titWzfhiUgqwTshr169EsmnJUqUELkwp06d4uTJk1m/fn3RykBaMmbMKDqtt2vXjkuWLOGKFSt45coVhoWFJftZUkVahQoVDL5pxcbGis8aNWqUQetIrFq1SmyvsUnOe/fuJaBtF6Fvn5JDaqVg6siXffv2iVyrhONkDEWaq1amTBmT1ie1OVvSCJ1TKblGU0DKzTE3j0YyfpycnEw+NhIxMTGiis3ceYAkefz4cQLyxq7moFtZaKmmnOPGjSMADhkyxCL6SLJ3795mFVkkiWJIGY9iSCkoJEatJgcNir+eTJ6sf6SMWq0WT5wqlYpr1qzRqz8qKoo7d+5kmjRpROhNd+aetNjY2LBkyZLs06cP165dy+vXr4tkcEMrdT58+EAnJycC4IYNGww+BseOHSOgrfoypqdRdHS0GAMyb948g9cjtUap1I/JlKfsmzdviiR7U5opRkdHCwPW1Eqo4OBg0brCnAaW0k3SnJYMZPwIoV69epmlR61WiyaflmgAKTW5NSQknhJSgr69vb1FDJ/Y2Fhxnn369MlsfWT8MOSOHTtaRB8Z37LEmEa6KaIYUsajGFIKCkmj0ZDTp8dfU/r1087si4sjfXzIHTu0/0oTODQaDQcPHiyMoOU6rqzAwEAePHiQo0ePZsWKFcXTuJWVlejVNHz4cM6fP59dunTh8uXLef369STzjEaPHk1A27Pp+/fvBu3L/PnzCWh7WRlaCabRaFirVi2TcnU2bdokQoPGXlvWr19PQDu815SwltS3a+rUqUavS5IjRowgADZt2tSk9Umybt26BMDp06ebrOPo0aMi38ycbtiSQZwjRw6zu2pL+2WJPJ9evXoRACdMmGC2rtjYWBHW9fPzM1sfSZF7aGqYOCEbNmwgANarV88i+khy7NixBMBhw4ZZTKdiSJmAYkgpKOjnjz+0IT6ArFCBzJIl/jqD/7RMkGbVajQajhw5UhhTCxcuFB6BhEv69OnZpEkTcYEFDBvk+uPHD5Gw3q9fP4P2ISYmRoTqjPFw3L9/XyRgX7161eD1YmNjmT9/fpOMiejoaHETS8mzlxQ7d+4UocXolOb/JMGTJ09EzpupI0IkQ7JgwYImGy+RkZFidI85vYfCw8OFkWFuGE1K6G/fvr1ZekhyxYoVBMCGDRuarYskCxYsaJFQqIQ0ycCcQdS6/PnnnwTAsmXLWkQfGf999O3b12I6FUPKBBRDSkEhZfbsIa2t5QZU/KIh8Jx9+65iu3btmClTJvbt21cYRwMGDKBKpWLRokXZp08fbtq0iS9fvpTdYKUwTrZs2QzyMp07d07oP3/+vEH74OPjI0KPxsyl6969u8ixMsYo2LVrFwHtSJ2QkBCD1yPjm1LmyZPH6KG7MTExIv/M1J5Qklfr999/N2n979+/C6+joaOBkqJ58+YEwClTppisgySrVKlCwLz+VmR88YIlkrAvX74sPKuWQBqJszylpEYDkSpljS2aSA5pf3PlymURfSQ5b948ApabW0hSMaRMQTGkFBRSJi6OTJ9e13j6RGAlgbYEEje59PLy4qBBgyglTj9NoctneHg4c+XKZdRFUTK+8ubNa3DTTKnCsHz58gbnknz8+FF4Rvbs2WPQOqQ2p0ZKdDY2hyM8PFx0vzamEanEjBkzKOWemYIUXsybN6/JHiXJCBo7dqxJ65Pxnq0SJUqYrIOMHxRs6jxDibCwMJE79OHDB7N1SedLcHCwWbrI+JD3oEGDzNZFxueWGVtskRxSp3lnZ2eL6CPjvXqtWrWymE6GhsZf6I4fj89dsCCKIaWg8C/ExyehF+p4AuPJnkB1dus2jRcuXGBkZCSjoqJEp+uqVaum6Fm5fPmyuEkZEk749u2b8LwYerP++PGjSHBft26dQeuQ8XPkPD09jcpbkkaLODk5GX2znDp1KgGwePHiRhszQUFBYubg9evXjVqX1BpyqVOnJgBeuHDB6PXJ+GG65uQmff78WfwmzJnRJnWOT5cundEevoRIY4T27t1rlh6SzJMnDwHLzIqTRirVqVPHbF0kuXDhQgJg27ZtLaIvODhYXC/MrXqUkAx+S4VHuX+//twFC6EYUgoK/0J27EhoSIUSqEFgGoELBCIJaOV0efnypbghG5L8LJVIu7m5GZSfIxkq1tbWBufRSGEzNzc3g2eTRUREiL5VxlTTaTQaUZ01cuRIg9cjyZCQEFFteOLECaPWJcmuXbsSADt06GD0umR8MrSpYZOfP3+K796c0SXSoGxzQlaxsbGi4u7WrVsm6yHJAQMGENAWR5hL69atCRhf3ZkUFy9eJADmzJnTbF1kvCFcsWJFi+iLjY0VhpSpw7UTsmPHDgJg9erVzVe2f398MqjuolJpFwsaU8bYHSqSxP9zwsLC4OzsjNDQUKRNm/bv3hwFhf+XnD8PVK+espyPD1Ctmvy17du3o1OnTrCyssK5c+dQtWrVZNePiYlB+fLlcf/+fTRs2BBHjhyBSqXS+5lt27bFnj17UKJECdy8eRO2trZ65WNjY1GqVCk8fvwYffv2xapVq1LeMQAbNmxAz5494eLiglevXomRFylx8uRJ1K9fHw4ODnj9+jU8PDwMWg8ARo4ciUWLFqFKlSq4cOGCwesBwN27d1G6dGnY2NjA39/fqM8FtKNQKlSoAEdHRwQEBMDZ2dmo9QGgc+fO2LZtGwYNGoTly5cbvT4ALFiwAKNHj0atWrXMGvXSrFkz/Pnnn5g9ezbGjRtnsp4dO3agY8eOKFeuHG7om6VkALNnz8aECRPQoUMHbN++3eD14uLi8OPHD/z8+RM/fvzAjx8/EBsbi7Jly0KlUiEkJASnTp1CdHQ0YmJixL/S30WLFkWLFi0AAFFRUejfv79MJiYmBp8/f8bdu3eRNm1ahIaGis8uVaoU1Go1NBpNoqVy5crYsGGDkM2XLx8iIiLE+1++fAFJuLm5oWLFivjzzz+FbOXKlRESEgIbGxtYW1vLloIFC2L9+vVCtmfPnggODkZwcDBu3rwJNzc3NG3aFI6OjsiSJYvs+92/fz8iIiLg4OAAR0dH2ZI6dWrkz58fUKuBnDkR++EDbAAkuuKoVEDWrICfH2BtbfD3lBxG2R0WM9/+QhSPlIJCysTFaT3cST2wSUu2bMmnE0gJ2x4eHimGuB49eiTCUoZUrQUGBooWCnPmzDFofy5cuED8J/Hc0PLuuLg4FitWjIBxTQU1Gg0rVqxIABw4cKDB65HaHlhSxZkpXh2pL5cpndI1Gg0LFy5MmJGkLbUecHd3Nzmc8/LlSwLanmKGtrtIiuXLlxMwvzO5n5+f2B5DcvNiYmL45csXvn79mnfv3pUNpZY8KunTp+fQoUPZu3dvdujQgc2aNWPt2rVlo0/8/f3p4uIizo2ES79+/ejs7EwAvHTpUpIy0qLbsDUyMlKvrEqlkoVmpSrWpJa6devK9l3ySCa1VKlSRSabsAGv7lK6dGmZbM6cOZOVLVCggExW+g0ntWTNmlUr9J/chfIAVQCHJneR8/FJ8fs2BMUjpaDwL+XAAaBVK+3fSZ3Z69YBPXsmve6PHz9QpkwZPH/+HA0aNMCRI0dgZZX8XPOFCxdi1KhRcHJywoMHD5A7d26927ZlyxZ07doV9vb2ePDggfYpMwUkb0mZMmVw/fp1WBvwpOnt7Y3atWvDxsYGT548EcNiU+L8+fOoXr06bG1t4evrixw5chi0HgD07t0b69atQ6NGjVIcDp2QvXv3ok2bNnB3d8e7d+9gb29v1PqLFy/GiBEjULp0ady+fduodQGt9y9z5swICQnBmTNnxBBhYylYsCCeP3+OnTt3ol27dibpePHiBQoUKAA7Ozt8+/YNqVKlMnjdqKgovHnzBiEhIQgJCUG3bt0QGhqKbt26wdnZGXXr1kX9+vUBAM+ePUOzZs0QGhqKsLAwREZGynSNHz8es2bNAgBcvnwZlStXTvZzdT15QUFByJQpk+x9lUoFJycnODk5oVOnTjhz5gwePnyIgwcPYvny5bCzs4OdnR3s7e1l/5YvXx7dunUDAGg0GsyfPz+RLEkho3t/PH36NKysrGSLSqWClZUV0qVLh0KFContk4YyS3ItW7bEy5cvsWrVKtSsWVMMggaAa9euITo6Gmq1GnFxcVCr1WJxdnZGdR2X+N69exEWFoanT59i0aJFcHd3x9ChQxEVFQVXV1cMGzZMyA4YMAB+fn6IjIxEZGQkoqKixN8eHh5ar+LOnUCHDigO4CGAkQAWJPWF7NgB/GcwtzkoHikFhX8x+/drPVO6D2k2Ntp/K1cmY2KSX/fBgweiJD6lOWxqtZpVq1YVORopJQhrNBrWqVOHgHZgsSEVeQEBASJvZvXq1SnKSzRo0IAA2KxZM4PXIcmaNWsSAHv27GnUei9evBBegIcPHxq1bkxMjJj9t3nzZqPWJbXJ3pJHzNQ2BlIrjB49epi0PhnfeNGc/k1qtVr05zp16hSDgoK4ceNGLly4kBMmTGC/fv3Ypk0b1qpViyVLluTatWvFulLH+OQW3apMyYOWcEmVKhUzZcokmzX39etX0QW+b9++nDFjBhctWsRVq1Zx69atsjYdcXFxfPbsGd+9e8cvX74wMjIyURK/NCvRmEIKfUjVqq9fv7aIPskza4lu7mT8TECzWyr8xyMVBjAA4Nf/Rx4pxZBSUPgHkrCz+dOnZJo02utMSg2GpWHAtra2KYbU3r59KyrsDAnZ+fn5ieRsQ6fBS8NeXV1dDR5q++TJE3HzM7SHFRl/0be2tqavr6/B65HxScmmJI7Pnj1bhEdMqZ6TPnvw4MFGr0uS58+fJ6Atezd1APGVK1eEjhgdaz0qKkoWXnv//j3nzp3LkSNHslOnTqxTpw5LlChBDw8P2tjYsGzZsgTAMWPG8MaNG3qNI93Bza9fv6arqyvz5s3L8uXLM2/evCKMNG7cOFkTzMjISF64cIH37t3jmzdvGBISItvmhEihp5MnT5p0bHTp2bMnAfM6yusiDQq/ceOGRfTVr1+fALhx40aL6Lt9+7Y8RGcqKeUuqFT6cxeMRDGkFBQUEnHwYPw1Z+fO5OU0Go1o9Ofp6ZlizsvGjRuF4XXv3r0Ut2Pp0qUEwDRp0shyUZIjNjZW5D317t07RXmJfv36CePEmNlmkjfL2KHCd+/eJaAdqWOsd+Dz58/CE2hKntXJkycJaFsHJDWyJyV0PUGHDh1KUV6j0cjyqd69e8cZM2bQ0dGRAFi4cGHmzZtXeBN1qyhT8hxJHpsaNWrw/fv3rFevHjt06MBBgwZxypQpXLp0Kbdu3crjx4/rPc67d+8moG3Sai6NGzcmYH6zUJKcNGmS8G5ZAql9ybFjxyyir02bNgTAZcuWWUSfNEg6Q4YM5iuTqvYSGlN/c9WeYkgpKPyLGDdOe91JlYp89Ch5uW/fvolk0TZt2uj1kmg0GjZr1oyAdrJ9SjfyuLg40ZW7YcOGBnlgpMRclUplcM+loKAg4S3bunWrQeuQ8U/QKpWKT548MXg9Mn7Om6FjcXTp0aMHAdN6AsXFxQnPxI6E/S0MRJrfJ33+58+fuW3bNs6bN4/Dhg1jmzZtWKlSJebKlYsODg6y0O+tW7f0GkdjxowRsgEBAezSpQtHjRrFefPmcfPmzTxx4gTv3LnD9+/fi35Sbm5uZs3de/jwIQHQxcXF7Pl90uDd0aNHm6WHJFetWkUAbNSokdm6SLJ27doEwC1btlhEn+QxmzVrlkX0SWHUtGnTWkRfkn2ksmVT+kilhGJIKShYhrg4slYt7bUnb15Sn7Pp+vXrtLGxIZByZV5wcDDd3d0JGNZl+cmTJ6KyydAbv9RzqXTp0gY3bJw1axYB7VgbQzurk2SLFi0IGN+NWQqR2dvbGz0D7969eyKs+P79e6PWJeMbkuqreIuLi6O/vz8vXbrE7du3c86cOezfvz8bNmwoGk86OjoyIiJCGJTJLbo9t4KDg9m9e3c2bNhQeKQuXrzI58+f8+vXr0YZMpGRkSIsa8px0NUj5a0FBgaarIckFy9ebNLvISmOHDlCACxVqpTZukiyffv2BMBFixZZRN+wYcMImNftXpe3b98SAB0cHCyij6TS2dwUFENKQcFyfP5MZs+uvQY1bUrqi3pJc7IcHBz4SJ8Li+Thw4eFJ8eQvCRpJEj69OkNyn0KDAwUpeOG5lf9/PmT2bJlIwDOnj3boHVIbThCugnfvXvX4PU0Go3wtplyI5LmzU2YMMHodaUblpTI7OXlxbFjx/L48eNCJqWwmuTBkxK9q1evzo4dO3L06NFcvHgx9+zZw8uXL/PNmzdJeh6lME7q1KnN6k4u5SQdPXrUZB0kxUgjHzMTkKVhvglL/E3hzp07BLQDqy3B4MGDCRg/4ig5pNCjMYPD9REQECCuC+Z6BgXKrD3jUQwpBQXLcusWaWenvQ7p8+Cr1WqRs1KoUCH++PFDr14pLJAjR44Uz9fo6Ggx565jx44GbbfUZ8jFxcXgcS5bt24VRoIx3ZqlmX/GhmAkgzJNmjT89u2bUevu27dPGJdJGSpqtZrv37/np0+fxGu+vr785ZdfhEcw4aLb3TswMJA2Njb09PRktWrV2KVLF06cOJFr1qzhyZMnhSfOFEOO1Hq8pL5ExlYv6iId+5kzZ5qsg6TwkJmb2ySFCdOlS2eWHlL7HUiGhb4Ed0OZNm0aAbBPnz5m6yLjH546d+5sEX0hISHit2ipsTOKIWUCiiGloGB51q6Nz9PUKWhKRFBQkBi90qtXL706w8LC6OnpSQDs3r17ittw8+ZNMafNEO9DbGysmKNmaKm+Wq0WI2CMyV168eKFCDEZMwtPrVazSJEiJuWZxMbGCg/a4MGDuWjRIg4aNIj169dn/vz5RTh0xIgRYp2goKBExlOqVKnYtGlTDh48mH/++aeQ1Wg0ej1Fa9euJaBtT2Eq1apVE14xU5Fu5q1btzZZB0mOHDmSgHHNWZMiPDxcHFtjjeOEqNVqETI3pNgiJby8vAiALVq0MFsXGV+1a2zrkOSIiIgQxy7CUkaPYkgZj2JIKSj8NfTqpb0WubmR+ubNnj17VoS6duor+aN2npgke/DgwRS3QbrZZcuWzaBzXCqzB8CrV6+mKE/Gd0m3srIyKoFcSgCvXbu2weuQ5LZt2whoK5WS8uKp1Wq+ffuWp0+f5vLlyzl48GBu2LCBJPn777/rDb/Z2NjIKr40Gg3379/Pu3fv8unTp8LbERISYtQ2k1rjUcrxMqX6j4zvJ2VMhWVCTp06RQDMly+fyTpIyw4Jlrp6GxPqTQ7JWL527ZrZunbt2kUgcRdyU9m+fTsBsGbNmhbRFxMTI367X79+tYhOxZAyAcWQUlD4a4iMJMuU0V6PSpfW/j85pNyJNGnSpNhjacyYMSJElVKi748fP0Qui6F5GdI4mxIlShiciyNVFjZo0MAgeVLb90pqdmlMP6rY2FhR9SgN8g0PD2fLli1ZtGhROjg4JDKQmjdvTlLuYWrcuDHHjRvHtWvX8uzZs/Tz80sxPFKoUCEC4J49ewzeXgmNRsOMGTMSAC9evGj0+iS5f/9+AmDx4sVNWp+Uh7/M8WJcvnyZAJg9e3aTdUiUL1+eALjfAtVhv/zyi8V0eXt7E9Am+FsCKTRdrlw5i+jTaDTiwcrYAoxkUQwp41EMKQWFv463b7UeKYDU19A7NjaWlStXFkm3+ho3RkVFid5PjRs3TjHJ9OzZs8J4MOQGHhQURBcXFwLgihUrUpTn/7F33uFRlWkfvs9MJj2kk4QkJHTpVRQERJoCCkpxFRTbqutiw7bqZ8decd21rVh2FVQQQWkCSlN6E4TQCQQCCel9ksy83x/DOcwk02cgIb73dZ0rU95z5swQcn7zlN8jLNEWNaWyfPlyt/YRQoh77rlHS3c5eh9FRUXit99+Ex9//LF44IEHxLBhw7TC+LS0NGEymYTJZNJcqMHiu9WxY0dx7bXXiscee0zMmzdPO556of3www/dPk+VBx54wKeIkGru6W190vHjx7Xony8iKDEx0eeoTV5envZ5l5aWen0cIYS44YYbBCDeeOMNn44jxNmuUH94Ne3YsUOA/4rXV65cKQDRsWNHvxxPCKF5pB09etQ/B5RCynOkkJJIzi3Llgmh01n+LllN3ahHVlaWiImJEXWLmO3x+++/azU97tTLqIXq7du3dyutpNaGREZGul1ErvoBdevWze1I1vHjx7ULwfz588Xhw4e150wmk2jTpo3DNJxa//Xrr78KIYT473//KxYvXiwOHjzoNLKk2jaMHj3arXO0Rh1CnJ6e7lWX1D//+U+f02EtWrQQgFi9erXXx1A9uXwtFFdTclu3bvXpOE8++aRHUVNnqJ12jz/+uM/HUoWrXq/3S1ecanuRnJzs87FUVGPW/fv3++eAjUxIOZ5IKpFI/jQMHw4vvmi5PXUqbN5sf11KSgqff/45YBmWu3DhQofH7NatG9OnTwfgwQcf5PDhw07P4c033yQpKYn9+/dr+znj7rvvplevXhQXF/OPf/zD5XqAZ555hqioKHbu3MkXX3zhcJ0QgqysLH744QdmzpxJamoqANdeey0T1KnQWAa9hoSEAJCcnMyIESOYNm0an3zyCevXr9fWzp07F7AMYR45ciRt2rQhICDA4etfffXVAPz8889UVFS49d5ULr/8cgwGA5mZmRw6dMijfQEGDRoEwLp166itrfV4f4BLLrkEgE2bNnm1P0CPHj0A+P33370+BsBFF10EWAYV+0KrVq0AXP4eu0NycjIAJ06c8PlYsbGxAJhMJoqLi30+XkREBAClpaU+H0tFHcRtNBr9dsxGxTmRcn5GRqQkknOPyWTxleKMUbAzdwHVtC8mJsapaWJtba2WDhwwYIDLKNC8efO0b9fujJvZsGGDFv1Roz6uePPNNwUgkpKSRGlpqaiurraJMgkhRO/evR1GmVJSUmy++e/bt89hJ9f8+fO1fTwZU2M2mzWn8h9++MHt/VTUYdLu+m1ZU1tbq6VNN2/e7PH+QpwtmPfFwHLWrFkCEJdeeqnXxxBCiLvuuksA4qmnnvLpOGotUocOHXw6jhCWyCQ4N0/1BHV+pafzIe2RnZ2tRVP95fukjh/yNSqoISNSEomkMaLTwRdfQLt2kJUFN94IJpP9ta+++iq9evWioKCASZMmOYxc6PV6vvjiC8LDw/n111956623nJ7Dddddx4QJEzCZTNxxxx0uIyKXXHIJf/3rXwH4+9//7nJ9TU0NAwcOJDY2lpMnT9K+fXsiIiLo1asXQghtXVpaGgEBAXTr1o0pU6bw9ttvM2DAAAAmTZqEoija2vbt2xMVFWX39UaMGEF4eDjHjx9ns6Mwnx0UReGaa64BcBr1c8Tw4cMBWL58ucf76vV67b2uWbPG4/0B+vbtC/gnIrVr1y5Mjn4R3UCNSO3du9frYwC0bt0agCNHjmA2m306lhqRys7O9uk4KnFxcQDk5eX5fCw1ImU2mz2OhjpCRqQaATIiJZGcP3btssziAyGclXAcOHBAc8J+5plnnB5z5syZAhCBgYHi999/d7r25MmTIjo6WgDitddec3m+p0+f1ta/++672uN1v03ff//92lDdultERIRNd2FOTk69Ynq1G83T6JJapOzO6BxrlixZIgDRokULjyMDGzdu1OrHvDFBVH2cxo4d6/G+Qlj8xHzt1KqpqdG6G/ft2+fVMYQ4+zn62tVWU1Oj+YodP37cp2NlZGRov3f+QI2g+uoEL8S56bK76KKLBHjW+eoUGZGSSCSNmS5dYOZMy+1XX4Xvv7e/rm3btnz00UcATJ8+nZUrVzo85m233caYMWOorq7mpptucvrNNDExkbfffhuAZ599lgMHDjg937i4OF555RUAHn/8cR566CFGjhxJfHw8BQUF2rrQ0FAqKyuJjIxkyJAhNGvWDIC3336boqIiEhIStLXNmzfXvkWrjBo1iqioKI4fP+5RpMa6TkpYRb1cMXjwYMLCwsjOzmb79u1u7wfQu3dvoqOjKS4uZsuWLR7tC2frpNauXetV9CUiIoJOnToBsHHjRo/3BwgICKBr166Ab3VSakTqwIEDXtd8qefTsmVLwPc6KTUiVVpa6pdaJH9GpBRF8XudVFOPSEkhJZFI6nHDDfDgg5bbt9wC+/bZX3fjjTdy++23I4Rg8uTJ5Obm2l2nKAr/+c9/iI+PZ9euXTzzzDNOX/+WW25h+PDhVFVVceeddzq8mK9bt46//e1vvPfeewBUVlbyzjvvsHTpUvLz823Saffccw979+6loKCAn3/+mWnTpgGW1JlO5/pPYXBwsCaKvvzyS5frVUaOHEloaCiZmZls27bN7f2Cg4O1FN2PP/7o9n5gSc8NGTIE8C6916tXL0JDQykoKPC6SNsfBefdu3cHYMeOHV4fo2XLloSEhFBdXc2RI0e8Pg6cLTj39TgRERGaWPFHes+fQgr8X3AeGBgIQHV1tV+O19iQQkoikdjl9ddh4EAoLYVx46CszP66f/7zn3Ts2JGTJ09y6623OhQ9zZs35z//+Q8Ab7zxBmvXrnX42oqi8NFHHxEaGsrq1av5+OOP2blzJ++//75NNGD37t189NFH7N69W3tMr9fzxhtvsHnzZq644grt8ZYtW9KhQwdNNN12220oisIvv/zidnfbTTfdBFiiS1VVVW7tExoayqhRo7T9PKGh6qQMBgP9+vUDvK+TUoWUtxEp8E/nnk6no0OHDoD/6qT80bnXokULwD+de+dKSJWUlPjleDIiJZFI/pQYDPDtt5CUBHv2wB13WIoS6hIWFsa3335LcHAwS5Ys0dJy9hg7diy33XYbQghuueUWh994hRBUVFQwYsQIwBJN6t69O1OnTmXJkiXauiFDhvDQQw/x/fffk5OTQ+fOnTGZTBgMBvr06aN9E7ZHWlqaJjY+++wzdz4SBg4cSGpqKsXFxSxatMitfcD79J4qwLZs2eJx5EJ9b+vXr/cqsqCm93wtON+8ebPXxdlqRKqxWSD4GpEC/xacqxYIMiLVMEghJZFIHJKYCHPmQECARVTNmGF/XZcuXXj33XcBeOKJJ5xGIWbMmEF6ejpHjhzR0mvW/P7777Ro0YIuXbowf/587fHAwEBGjBhBUlKS9libNm146623uPbaa2nevDl///vfAXj//ffdunjfcccdAHz++edu1c/odDomTZoEeJbeGzVqFMHBwRw8eJCdO3e6vV9iYqImSBYvXuz2fmCJnrRu3Zra2lpWrVrl0b5gK6Q8EX8qXbp0ISQkhJKSEvY5yg27oFu3bgAcP36c/Px8r44B0LFjR8C/nXu+ciFEpGSNlHtIISWRSJxy2WWgBpkefRRWr7a/7s4772TixInU1tZyww03UFRUZHdds2bNNDPMmTNnMmrUKE2EgUUc5eXlERISwogRI7jlllsACAkJ4bvvvmPcuHEOz/Xmm28mIiKC/fv38/PPP7t8b2PHjiU2NpYTJ07w008/uVwPZ9N7ixcvtilmd0ZERARXXXUV4Hl6TzXn9LROCtAiet6k9y655BIMBgPZ2dlepbICAgLo3bs34H2dVLNmzTTx4o+Cc1+F1Lkw5fwz1EipQkpGpCQSyZ+We++FyZMtvlLXXw/2vkSrBeWtWrUiMzOTu+66q14k4+jRo/zrX//i5ZdfRq/XA7BkyRL+97//aWvCw8PZuHEjhYWF/PTTT3z66ae0b9+e4uJiPv30U6fnGRERoQmvf//73y7fV1BQEDfffDNgEXXu0KVLF7p160Z1dbVHokhN782ZM8ejCI9aJ7VixQoqKyvd3g98q5MKCQnh4osvBnBaz+YMf9RJ+aPg3Dq15010TUUVddnZ2W7XyDnCn+7mqpDyJWpnzblK7cmIlEQi+dOiKPDRR9C1K+TmwsSJUFkJq1bB7NmWnyYTREZG8vXXXxMQEMCcOXP4+OOPtWMMHjyY9PR07rvvPn766SdMJpMmptQLrkqvXr20b7E6nU5LAb7zzjsuU3Bqeu/HH3/k2LFjLt+bmt778ccfycnJcevzUKNSnqT3rr76agIDA9m3bx979uxxe7/u3buTkpJCRUWFU4sJewwZMgSdTsfevXs5fvy4R/uC73VSjaXgvH379iiKQlFRkcPOUneIi4sjLCwMIQRHjx71+jggU3tNCSmkJBKJW4SFwbx5EBkJ69dDfDxccQVMmmT5mZ5ueb5Xr17cfvvtADzwwANagW9ycjI6nY6BAwfy+uuvs2fPHt58800Ali5d6lQgTZkyhdjYWDIzM/nekbHVGTp27MiQIUMwm818+OGHLt9Xly5d6Nu3L7W1tfz3v/9167O48cYbURSFtWvXun1BjYyM1FJtnkSyFEXxOr0XFRWlRZW8iUr5q+B8586dHkfTVPwRkQoODtbScr4UnCuK4reC83NRbJ6fn++z6zqgeazJYnP3kEJKIpG4Tdu2cCbgQ3m59TNmjh9fw/jxU4mLS9YiUUajkSeffBKAl19+mdOnT7NmzRoeffRROnbsyF133UV8fDyHDx/m66+/dvi6oaGhWqTprbfecpmemTp1KgD/+c9/3ErBqGNmZs6c6VbqJyUlhcGDBwMwa9Ysl+tV6g4xdhdVSC1cuNDj1JQv6b3+/fuj0+k4dOiQVxf8li1bkpCQQG1trcemoipqRCojI8OnC7G/C879ZcqZnZ3ts/hRhZTZbHZYm+gJ0v7AM6SQkkgkbmMygVU5E7AfeBBIBS4H3qe4OJfY2Fiuv/56FEVh/vz5bN26lbS0NGJiYmyOFxoaqqXtXnnlFacXlKlTpxIUFMTGjRtZt26d0/McM2YMKSkp5OXlMWfOHJfv6y9/+QuhoaHs27fP5bFVrNN77oqbMWPGEBAQwB9//OHRBX3IkCGEhIRw/Phxj1NcqpBasWKFxxfsyMhITch4UyelKIrPc/datmxJVFQUNTU1HqVE6+LvgnNfI1KJiYkoikJtbS2nT5/26VhBQUGa+PHnvD0ZkXIPKaQkEonbrF0LtqU2R4B3gWwgErgVWMrXX5/km2++0cSGMyfzv//970RGRrJnzx4bu4O6JCQkaMdzNfw4ICCAu+++G3Cv6LxZs2Zcf/31AHzyyScu1wOMHz+eoKAg9uzZ47a4iY6OZtiwYQB89913bu0DlsJvVRB5as556aWXEhYWxunTpz2yXlBp6DopRVH84ielRqR89ZLyV0TKYDDQvHlzoPF17skaKc+QQkoikbjNyZN1HxkC/BX4AcgBPgOu5PRpA2ARUHq9nsWLF7N+/Xq7x4yMjOS+++4D4KWXXnIa3XnooYcAmD9/PgcPHnR6rnfeeScGg4GNGzeydetWl+9NTe99++23bqU0IiMjtY46T4rOfU3veVonFRgYqKUhvUnvDRw4EPC9TsofnXuNyQKhsXpJ+aNzT0akPEMKKYlE4jZWXphnMAD/Aa4Bguqta9u2LbfddhsATz/9tMPjPvDAA4SGhrJt2zanfk6dOnVi5MiRCCGY4cgd9AwJCQlMnDgRcC8q1b9/fzp06EBFRQXffPONy/VwNr03e/ZsTCaTW/uMHTsWvV7Pjh07XIpBa0aPHg1YUmTudheqqNGsZcuWebQfnBVSf/zxh1cXabXY/ciRI16nsNT0oj8sEI4dO0aZo3lHbuDPMTGN1UtKRqQ8QwopiUTiNgMHQkqKxQ7BHooCqamWdSpPPfUUBoOBn3/+mdUO3Dzj4uL429/+BliiUs54+OGHActYF1eGmGrR+ezZs12KAEVRNCsEd9N7I0eOJDo6muzsbLfdw+Pi4rQZgJ6k91q0aKEZXHoyngbOGnOuXbvW4+65+Ph4LS3266+/erQvWDoHVRHjbZ2UdUTKWx+o2NhY4uPjAdi/f79XxwBIT08HoLi4mMLCQq+PA/71kvLnmBhpyOkZUkhJJBK30etBNSF3JKZmzLCsU0lLS+POO+8ELFEpRxfChx9+mMDAQH799VenaaQhQ4bQvXt3KioqXNob9OvXjx49elBVVeXWPL0pU6YQEBDApk2b+OOPP1yuDwwM1Gqrzkd6z9shxhdddBHJyckYjUavxJBaJ+WtMaevBeedOnUiICCAgoICr/ywVPyR3gsLCyMhIQHwPSrVWL2kzpX9gYxISSQSCTBuHMydC2e+TNtw5ZWW5+vy5JNPEhQUxNq1a1mxYoXd47Zo0ULzn3IWlVIURYtKvffee07/OCuKokWl3n//fZfpt4SEBE2suOt0PnnyZMASXXI32nPttdei0+nYsmULmZmZbu0DZ+ukli1b5pGztqIoPtkgNHTBeXBwsCaCGkPBeWP0kjoXqT1/2x/IiJREIpGcYdw4yMyElSth1qyzs/hWrIADB+qvT05O5p577gEsqT5HUanHHnsMvV7PsmXL2Lx5s8PX/8tf/kKLFi04deoUs2fPdnqukyZNIioqiiNHjrB06VKX701N7/33v/916xv0ZZddRlpaGqWlpW4XgickJGjixJP0Xq9evWjRogXl5eUO06SO8EVIqXVS27Zt8ypKYR2R8jY1589RMY1leHFjjUipQspoNFJTU+Pz8WRESiKRSOyg18PgwXDjjTBtGowaBbW1cMZ/sx6PP/44oaGhbNq0yWGNT6tWrbQIz8svv+zwtQMDA7n//vsBePvtt51enENDQ7WCd3eKzq+88kqSk5MpKChgwYIFLtfrdDrtnL/66iuX61W8Se8piqIVnXvavafaLuzYscPjMSmpqamkp6djMpkcdl86o1u3bgQFBVFYWOhRgb01/hgVYz1zzxf8Nbz4XESk/Nm1B/5J7/m92Nw6srxmje39BsAnIfXqq6+iKAoPPvig03Vz5szhoosuIjg4mK5du7J48WJfXlYikTRCXn3VUjc1dy7Yy+AkJCRoNgfPPPOMQ/HzxBNPaEaeu3btcvh6d911F2FhYezatctllEV1RV+6dCmHDh1yujYgIIBbb70V8Dy9t3jxYrcjAtdddx2KorBhwwaysrLc2gds66Q8ie40b95ci+r8/PPPbu+n4kudVGBgIL169QK8T+/5IyKlpvYOHDjgcmajM/yd2svLy6OysrJe6tloNFJeXk5ZWRmlpaUUFxdTVFREQUFBPcGkipVTp05x+vRpCgsLKSkpoaKiAqPR6NHvisFg0I7nDyHlV/uDefOgU6ez90eNOjufqqEQXrJp0yaRnp4uunXrJh544AGH63777Teh1+vF66+/Lvbs2SOeeuopYTAYxK5du9x+reLiYgGI4uJib09XIpGcB269VQgQYuBAIczm+s/n5eWJiIgIAYjvvvvO4XEmTJggAHHjjTc6fb37779fAGLEiBEuz+2qq64SgHj44Yddrj106JAAhKIoIjMz0+V6IYTo2bOnAMT777/v1nohhBgwYIAAxIwZM9zep7y8XAQHBwtA7Ny50+39hBDikUceEYC47bbbPNpPCCE++eQTAYhBgwZ5vK8QQjzwwAMCEPfdd59X++fk5Gj/JqWlpV4dw2QyiZCQEAGI/fv3a49XV1fXO+aWLVvE8uXLxfz588WsWbPEf/7zH/Huu++Kl19+Wdx7770CEO3atRNCCPF///d/4oYbbhDjxo0TV199tRgxYoQYPHiw6N+/vxg5cqTNcceMGSPi4+NFZGSkdi7qFh4ebrN2xIgRNs9bbzqdzmbt0KFDHa4FRHl5ubb2jjvuEKGhoaJZs2YiJiZGxMfHi6SkJJGamirS09NFXl6eiIuLE4B45JFHxOWXXy6uuuoqcd1114lJkyaJO+64Q9x7773i0UcfFfn5+dpxN23aJP773/+KOXPmiEWLFolffvlFrF+/Xrz77rsCEH369PHq303ju++EUBTLHxnrTVEsm5O/KZ7iie7wSkiVlpaKdu3aieXLl4vLL7/cqZC6/vrrxejRo20eu+SSS8Tdd9/t9utJISWRXBgcOyZEcLDlb9sPP9hf8/TTTwtAdO7cWdTW1tpds23bNu1iceDAAYevd/jwYaHT6dwSFT/++KMARHR0tM1FxRFDhgwRgHj22WddrhVCiDfffFMA4rLLLnNrvRBCzJgxQwBiwIABbu8jhBCjR48WgHj55Zc92u+nn34SgEhJSRFme0rXCfv37xeACAoKEpWVlR7tK4QQs2bNEoDo27evx/uqJCUlCUCsW7dOeyw7O1vs2bNHrF+/XixdulR888034uOPPxZvvvmmmDlzps3+EyZM0MRLTEyMiIyMFAEBAQIQXbt2tVnboUMHh6IkJSVFACIwMFCYzWbRu3dvh2vj4uJsjnv55Zc7XBsWFmaz9sorr3S4VlEUm7Xq74SjraqqSls7adIkp2sLCgpEenq6AMQ111zjdG1WVpZ23AcffNDp2g4dOmhr33rrLdG2bVvRu3dvMXToUDFu3Dhx2223iWnTponnnntOZGdna2uzsrLE1k2bxKHERJEHoqaukFLFVGqqEA7+pniKJ7pDEcLzyr9bbrmFmJgY3nnnHQYPHkyPHj0cmuO1bNmShx56yCb99+yzzzJ//nyHuW6j0WiTSy0pKSE1NZXi4mKtLVMikTROHn8cXnsNOnaEnTshIMD2+aKiIlq1akVRURGzZs3ixhtvtHuc0aNHs3jxYu644w6nvk4TJ05k7ty53HrrrU4tDkwmE23btiUzM5OZM2dqHYKOmDVrFpMnT6Zly5YcPnwYvbWngx2ys7NJSUlBCMGhQ4e0gmRnZGVl0bJlSxRF4fjx41rxsSs+/PBD7rnnHvr16+f2bECAyspKoqOjMRqN7NmzR0t1uYMQQivwX7NmjVaA7i6HDh2ibdu2BAYGUlJSoqWOhBDU1NRo6R+wuMvn5uaSn59PXl4e+fn55Ofns2HDBkpKSnj//fe15oWEhASHNV/du3e3SQW2b9+eA/a6IYA2bdrY1G+NHTuWI0eOEBoaSlhYmM3P2NhY3nzzTcDy+7xw4ULy8vIIDAzUtqCgIAIDAwkNDdV8vMCSVjQajdq6UaNGkZGRwTfffMOwYcNs5lFWVlZiNptRFAVFUdDpdNptRVEIsPrPVVxcTFRUFADl5eUYDAZqa2sxmUzU1tYSGRmJcsaz5PTp05SWlmrP1f3Zu3dvunXrRkZGBh999BFRUVFUVlZSWVlJRUWFdruyspLnn3+e8PBwAD744AO+//57m+crKio0z6327duzb98+wGJ38rbapWKHP/74g86dOwPwwgsv8Oyzz9o8PxX4l70dV660FG/6SElJCZGRke7pDk9V2uzZs0WXLl20bySuIlIGg0HMmjXL5rF///vfonnz5g73efbZZ+2qWRmRkkgaP4WFQsTEWL4k/uc/9te8+OKLAhDt27cXNTU1dtf89ttvAhAGg0EcO3bM4eutX79eW2f9LdYer732mgBEz549XUZkKioqRFRUlADE0qVLna5VGTZsmADE9OnT3VovhBCXXnqpAMS//vUvt/fJysrSohK5ublu7yfE2RTQu+++69F+QggxceJEAYgXX3zR6brKykqRl5dn89j06dO1lGSvXr1E165dRVJSkggMDBRXXHGFzVo1reRou//++7W1F110kYiOjhbp6emie/fuYtCgQeKaa64RkydPFs8884zNcZcsWSLGjBkjAHHLLbeIvXv3iqysLFFQUGATsXGHsLAwATiNmLqDGqGaPXu2T8epra3VPh9PfyfsoaaqlyxZ4vOx1qxZUy8idezYMbFmzRrx448/ii+//FL861//Ei+99JJ47LHHxF133SVOnz6trX311VdFi+hoEWr1O/CovagUCFFHb3jLOUvtHTt2TDRv3lz8/vvv2mPnQkhVVVWJ4uJibVP/aEghJZFcGLz9tuVvWlKSEGVl9Z8vKSkRsbGxAhCff/65w+MMHjxYgOu6mv79+wtAPPnkk07XnT59WgQFBdVLDzlCrYWZOHGiy7VCCPHZZ58JQFx00UVup87UlODgwYPdWq+iXuicfX72UMXk1Vdf7dF+ZrNZO9crr7xSCCHEK6+8Iu677z4xceJEMWjQING+fXsRGRkpADFkyBCb/ePj4x0Ko27dutmsnTJlihg/fry46667xJNPPineeust8fnnn4u7775bAOK6666zOS9v3v/NN9/s0X51UVNf7vweOePaa68V4FltnSPUtOXhw4d9Pla/fv0EIL7//nufj7Vu3ToBiDZt2nh/kJUrhQBRDSIPRKEjIbVypc/nK8Q5FFLff/+9AIRer9c29VuRXq+3W++Qmpoq3nnnHZvHnnnmmXr/cZwha6QkkguLqioh0tMtf9ccBS9ef/11AYhWrVqJ6upqu2uWL18uABEcHCxOnTrl8PW+++47AZb6pzJ7ys2KW2+9VQBi8uTJLt/H9u3btWiX9TdkRxQXF2tRly1btrhcL4QQR44cEWCpB3P2Huui1ppNmDDB7X2EOFt/Fh4ebvdznz9/vnjvvffEY489JiZNmiQGDRokWrduLYKCgsQll1yi7WsymZyKox49etgc99lnnxUXX3yxVnezbNkysXXrVpGZmel28fgPP/wgANG7d2+P3rM1//vf/wQghg4d6vUxhBDae5k/f75Px7ntttsEIF566SWfjiOEEM2bNxeATbDDW9QawbqBEG/YtGmTAERaWpr3B6mtFSIlxX6xeQPXSHlkfzB06FB27drFjh07tK1Pnz5MnjyZHTt22K0h6NevX71W2+XLl9OvXz9PXloikVxABAWBak7+2mtgb1bt1KlTSUhI4MiRIw5rm4YOHUrfvn2pqqrinXfecfh6Y8eOpU2bNhQWFvL55587PTfV6XzOnDku/ZR69OhBr169qKmp4X//+5/TtWAZrTF27FjA/ZEx6enp9OnTB7PZzPz5893aB87aIPz0008u28qrq6s5cOAAy5cvZ+PGjYSEhFBWVkafPn24+eabbdbedddd3Hfffbz++uvMmjWLNWvWcPjwYYxGI0VFRQQGBlJWVsaxY8e4++67efzxx5kxYwZff/01K1euJCMjg8LCQrZt22Zz3Oeee06ziQgMDGT48OH06tWLtLQ0rcbGFS1btgQsg4e9JenMRO2TJ096fQxAm9vn7SBmlejoaMBSa+Ur6ufoy1BmleDgYACPHPQdodZy+WTu6Ww+lXq/7nyq84Wvqq1uau/mm28Wjz/+uHb/t99+EwEBAeLNN98UGRkZ4tlnn5X2BxLJnwCTSYhevSxfFh1l5tSutdTUVIc1KgsWLBCAiIiIEAUFBQ5f77333tPSB466AVX69u3rdhTg/fffF2DpMnQnjaRGTRITEx3Wf9VFTTcNGzbMrfVCWFr5ExMTtTqWY8eOidWrV4vPP/9c/Pe//7VZq0Yq7G3WdStCWNJq48aNE/fff794/fXXxezZs8XatWvFkSNHhNFoFJ07d/aobswatXOybrTKXQoKCrTzrqio8OoYe/bsEYCIioryan8VNbLpaedkXV544QUBiL/+9a8+HUcIIbp37+71v01dxo0b57eU486dOwXgtKTHbb77TojkZNtoVGqqX60PhDgP9gfW1BVSl19+ubjlllts1nz77beiffv2IjAwUHTu3FksWrTIo9eQQkoiuTBZscLydy4gQAh7NbmVlZUiOTlZAOK9996zewyTySS6du0qAPH88887fK2ysjIRHR0tADFv3jyn5/XFF19oAs6V2CksLNTSdRs2bHC6VgghjEajVv/1008/uVwvhBAHDx7UyibcSSEKYfEuUtvwVQsIdVP9jVT69OkjQkJCRKdOncTo0aO1+pfLLrtMbNy40a3XU1EvsN4Uq+/evVsAolmzZh7XNglhqYcKDw8XgNi3b5/H+wth+ff0VYwJIcSjjz4qADFt2jSvjyHE2S8A48eP9+k4Qghx2WWXCUDMmTPH52NNnjxZAOKtt97y+VgZGRkCLJYTfqG4+KyIWrzYb+k825c4R6k9e6xatcrG+mDVqlX1QusTJ05k3759GI1G/vjjD0aNGuXry0okkguAoUMtg4xra+H//q/+88HBwTz11FOAZSSMvaG/Op2OJ8/MnXn33Xcdpi3CwsK0lni1Nd0R119/PXFxcWRlZbFw4UKna6OiorRxLs5sGFQCAwO5/vrrAfdHxrRp04aePXtiMpn46quvWL9+PV988QX/93//x8SJE+nevTsXX3yxzT5Lly7l+PHjAJjNZgICAmjTpg3Dhg2zabcHi5N5eXk5u3fvZuHChdrnWVJSos3Bc5cOHToA3s2rUx3BS0pKvBploiiKz+m9yMhIQkJCAN/Se2pqz9NxO3VRU3uFhYU+HQfOjnZprKk9X9zkbbBO3w0a1DDpPCvkrD2JRHJOee01SwnDt9/Cpk31n7/99ttJT0/n5MmTfPDBB3aPMXHiRNq1a0dBQQEffvihw9e69957CQwMZN26dWzYsMHhuuDgYG04sTvz9/76178C8PXXX7t1kbrpppsAmDdvHuXl5XbXFBQU2NQRqWLtwQcfpH///tx66628/PLLzJ07l507d7Jz506bESLTpk3jpTOFaAaDgdLSUg4ePMjy5cv5179sHXaaNWumeQgBdOnSBbCIIU/rVlQhpfoBeUJISIg2FsXbOXWqkDp69KhX+yuKovl1+TLjzt81Uv4UUv4Y69KohVQjQwopiURyTuneHdR65sces8TjrQkMDOTpp58G4JVXXrErVPR6PU888QQAb731lt3IFVgKiSdNmqStc8bf/vY3dDodK1ascBldGTRoEG3btqWsrIw5c+Y4XQuWJptWrVpRVlbG119/zYYNG5g5cybTpk1j+PDhtGjRgtjYWAYMGIDZbAbOFo+DZUjw0KFDueeee3jnnXdYtGgRu3fvRqc7+yd78uTJPPHEE0RGRlJTU8P+/ftdnpdKy5YtCQ8Pp6amxqFBpSN8EVKAZlTqauahI/xZcO6LkGrevDnQuISUP4vN1aido/9rniCFlEQikfjI9OmWTr7Vq8HezPIpU6bQtm1b8vLyeO+99+we46abbqJly5acOnWKTz/91OFrPfTQQ4AlGuRsqGx6ejpXX301AO+//77T81cURXNCd5beO3nyJD/99BNwdpDx//3f/9GvXz/++te/MmPGDFasWKGllJo3b66lhjp16kRoaChgGX68YsUK3n//fR588EFGjRpF27ZtbaJK6nn16NEDgO3btzt9D9bodDrNNfqPP/5wez84K6ROnDjh1QW7TZs2QMMKKTUi5Y/UXmMSUjIi1TBIISWRSM45LVvC/fdbbv/jH1BnyD0BAQE899xzALzxxhsUFxfXO4bBYOCxxx4D4PXXX3eYkuratSsjRozAbDY7HF2lolohfPHFFy5FwS233IJer2fdunXs2bOHzMxM5s2bx9NPP83o0aNJSkqiRYsWXHXVVZw8eVKrk8rPzycpKYnhw4fz4IMP8sknn2ijTjIzM0lMTAQsUbc+ffoAsHnzZqfnYo0qpKxHobiDmt7bvXu3R/tFR0dr0RhPomAqakTK29ReWloa4B8h5a/UnvB80pqGKqSKi4ttUrfe0NjtD8xmsxaBbUpIISWRSM4LTzwB0dGwezd88UX952+44QY6depEYWGhQwF0++23k5CQwLFjx5z6ND388MMAzJw50+k3/WHDhtGuXTtKSkqcHi8/P5+4uDitUebWW2+lVatWjB8/nhdffJHFixdz6tQpdDodnTp1Iicnh86dOxMVFUVtbS0//PADy5Yt45133uGOO+7gkksu0aIH1qiF354IqZ49ewKeRaQAryNS4FvBeWOISPnDS0oVUkaj0acIkDofDyxF+L7gz4jUuUjtQdOMSkkhJZFIzgvR0Wc79555BioqbJ/X6/VaVOrtt9+moKCg3jFCQkI0kfTKK684/AY/fPhwunbtSnl5OR9//LHDc9LpdPz9738HLEXnQghMJhO///47H374IbfeeisdOnQgLi6OTZs2cdtttwGWQmeDwUDPnj254447+Pe//826desoKSlh9+7d9OzZE51OpxkPuztYWO3M22SvKt8B1hEpTyIjakTKFyHlTZ2UKqR8LTbPysryOrrhj4iUOsAYfEvvBQUFaaLF1/ReY0/tgRRSEolE4hNTp0JaGpw4cdak2Jrx48fTrVs3SkpKHFoY/O1vfyM6OpoDBw4wd+5cu2sURdFqpf75z386df6+9dZbCQ0N5Y8//qBPnz5ERUXRo0cP7rnnHr744gstfbV7926GDBmCTqcjNzeXffv2sW3bNj755BP+/ve/069fP8LCwmyOfdlllwGeC6mdO3diNBrd2qdjx44EBgZSXFxMZmamW/vAWSF18OBBj6MOvggpNbV34sQJry7SycnJKIqC0Wj0WsD4o9gcGl+dVGNN7RkMBu22FFISiUTiA8HB8OKLltuvvgp5ebbP63Q6XnjhBcAigOxdoCIiInjggQcAi/eUoyjMjTfeSGJiItnZ2XzzzTfa41VVVaxcuZJnnnmGn3/+maioKK0wfNu2bZSVlREREcHQoUN56qmnWLRoEXl5edx9991ERkZqESBn9goq/fv3B9wXUunp6cTFxVFTU8Pvv//u1j6BgYFams6TOqnExERiYmIwm80ep+h8EVJxcXFEREQghHDaDOAIg8GgRZS8Te/5o9gcGp+Qkqm9hkEKKYlEcl6ZNAl69ICSkrOiypoxY8bQp08fysvLee211+we47777iM8PJydO3c6NNQMCgrivvvuA+D555/n+eef54orriAqKoohQ4Ywffp0vv32W+Csh1N0dDS///47hYWFrFixgunTpzNq1ChiY2O1415++eUArF692uV7vfjii9Hr9WRlZZGVleVyvaIoWlTqXNdJKYridXrvoosuAizF5p6m1xRF8bng3Nc6KVVIFRUVUVE3x+wBjU1INdaIlLVthxRSEolE4iM6Hbz+uuX2++9D3WupoihMnz4dsNQt2YsaxMTEaLVNL730ksOo1MSJEwFLYfNzzz3HqlWrMBqNmt+U6gA+YMAAAgMDKSwsJCQkxO4AdhVPhFR4eDjdu3cHYP369S7Xg+91Up7gbedeq1atMBgMVFRUaO7qntDQBefNmjXzi7u52r3YWNzNG2uNlKIoTdoCQQopiURy3hk+3LLV1NgfHXPllVfSv39/qqqqePnll+0e46GHHiI4OJiNGzeyYsUKNm7cyDPPPMOjjz6qrWnXrh2RkZEAtG/fng8++IC9e/dy4sQJvvrqK8aPHw9AaGioVs+0YsUKp+c+cOBAFEVh79695OTkuHyvanrvt99+c7kWOG8RKfC+c08dRwMNW3DurZCydjdvSl5SjdWQE5q2l5QUUhKJpEFQR8d8/TVs2WL7nHVU6uOPP7Z7wYyJiWH48OEAjB49mksvvZTp06fz/vvv2xRqv/rqq4ClK/Bvf/sbHTp0qGdsCRYrBHAtpGJiYujatSsAa9ascfk+Pa2TUoXU3r173W6H79atGwDHjx8nr27hmRMaqnPPX+7m3o6JAf97SfmCKqSKiop8Ok5jjUjBWSHl6UiiCwEppCQSSYPQsyecqfHm0Udh5UqYPRtWrbIYdg4ZMoTBgwdTXV2tzZRTefXVV0lMTOTHH38ELH+cw8PDmThxIv/+979t6nb+8pe/oNPpyMjIcHrhHTp0KAC//PKLS2NET9J7qpDavn27w7l71iQkJNCyZUuEEGzdutXlerCkqtq2bQt4lt5TI1JHjx712MPIHxYI3gopf5hy+qNzr7FFpFQhVVVV5XPk51wJKRmRkkgkEj/y4osQEGART0OGWArRr7gC0tNh3jy0qNQnn3zCzp07tf10Oh0FBQUkJCRokYUXXniBb7/9lltvvVVLS4DlIqX6OS1ZssThufTu3ZvIyEiKiopshgnbwxMh1bJlS1q0aIHJZGJL3dCbA7xJ73kzKiY2NlYTFHv27HF7PzhbcO5LROrIkSNeeUE1ljEx/qqRUk05/ZXaA9/Te/5O7akWCFJISSQSiR/ZuhXs/V09cQLGjz/Fhx+uJSQkBLPZzLRp07Tnb775Zn755RdOnDih+UUtWrTI4euMHDkScC6kAgICuOKKKwDX6b1BgwYBlpSYq1Saoigep/d8cTj3tuDc25l73ribt2zZEr1eT1VVlVdCRhVSp0+f9vpC3xQjUkFBQZpg8TW9JyNS7iOFlEQiaRBMJjhjB2WFGfgJIcYDqXz11ZPahXLjxo3aH+GkpCSuuOIK9Ho9Y8aMASzRIUc1JqqQ+vnnn50aXbpbJxUfH0+nTp0AWLt2rdO14H2d1LmOSIH3nXuqkMrKynIrZWmNwWDQ0nPepPeioqK06Is7thL28HexuT/m7fljcLG/Cs6thZQv701FCimJRCLxM2vXgm3nfCnQBrgKmAfUAv157LGZxMTEUF5eble0tGvXjo4dO1JbW8vSpUvtvlaPHj1ISEigvLycX3/91eE5qULq119/dekv5El6z9rh3J2LUu/evVEUhaNHj7qdNlIjUvv27fPIG8nbzr3Y2FjNX+vAgQMe7Qu+DS9WFMVvXlL+iEhVVVV5LCat8aeQ8lfBuXV63F2XfWdIISWRSCR+pn4gIAJIB6KA+4FdwG/06HE71113HYDDkTBqVOqHH36w+7xOp+Oqq64CnKf32rdvT0pKCtXV1S7tCjwRUj169CA4OJiCggJt5IwzmjVrpkV83I1KJSYm0rx5c8xmM7t27XJrH2j4mXsN5SXlj9ReWFiYJjh8Se815ogU+HfenhRSEolE4ifOXMfq8BlwAngX6KKtU/2evv/+e7vFyaqQWrx4scP2anfqpBRFcTu9pwop1QndGYGBgVq67lzVSSmK4lWdlJqiPHXqlEfWCeBbwXlDe0mpEani4mKv3c0VRdGiUr4UnFvbH3g7iFnFXxEpg8GgOZJLIeUcKaQkEkmDMHAgpKRYvKTOkg6EApbHU1Mt64YOHUpkZCQnT5606xB+ySWXEB8fT3FxscOapeHDh6PT6dizZ4/Ti68qpH7++Wen55+YmEj79u0RQjhNF6p4a8zpjcO5J3VSERERpKenA97XSXlTcO4vLylf3M1DQy2/aw1tyqkKKbPZ7HMkSRVSvh5HURQtKuXPeXvSR0oikUj8hF4P775ruW3HHxOAGTMs6wIDA7nmmmsA+O677+wcS8/VV18NOE7vxcTEcOmllwLOo1Kqn9S2bdvIz893+h688ZPypuDc3WLfhurcuxBTe4qiNJrOvZCQEIKCggD/WSA0NlNOGZGSSCSSc8C4cTB3LiQn2z4eFGR5fNy4s4+p6b3vvvvOrrCwrpNyJDzcSe8lJibSpUsXhBCsXLnS6fl7IqRUL6uMjAwKCgpcru/evTsGg4G8vDy3HbzViNTOnTtdmopa42vn3v79+z3u7FIjUnl5eR6bgYJ/TDkb05gYf3lJ+dPdXK3/8oeQkj5SEolEco4YNw4yMy3O5u+8Y3msuhrOBHA0rrzySsLCwjh27JhdY8vhw4cTFBTEkSNHHAoCaxuE6upqh+fkaZ3Utm3bXIqB+Ph42rVrB8CGDRucrgVLNEAd/eJunVTbtm0JCwujsrLSraJ2FW8791q3bo1er6esrMzjqE6zZs2Ii4sDvKuTso5Iedue74/OvcY2uNif8/bORWpPCimJRCI5B+j1MHgwPPggXHIJCAFz5tiuCQkJYfTo0YD99F5YWJgmgByl93r27Enz5s0pKytzywbBlZBKSUmhdevWmM1mt2qfvE3vuVsnpdfrNfHlSZ2UdWrPE1ESGBjYYMOLk5OTURQFo9HotYhpLKk98P+YGJnaO39IISWRSBoVN9xg+fn11/Wfcze9t2DBArvHdtcGYdCgQQQEBHDo0CGOHDni9HzPV52Uu3hTJ3XRRReh0+koLCz0OM3VUAXnBoNBiyj52rnXGFJ7/hZS/ohI+TO1J4WURCKRnCeuv95SfL5uHdQtDRo1ahTBwcEcPHjQrleSWnC+adMmhxdHd+qkIiIitMJ0V9173hhzWru0O0O1QNi6davbNU/edO4FBwdracc/U8F5U4xInYtic5nac44UUhKJpFHRogWc0SZ8843tc+Hh4Vx55ZWAfXPOFi1aaFGchQsX2j3+iBEj0Ol07N692+l4EU/rpLZs2eLS3bpjx45ERkZSUVFhM4TZ2fqwsDDKysrcjvioEant27d7lKZriM49X9zNwX9eUv4YXOwvIeVozJG7+DMiJVN77iGFlEQiaXTceKPlp7303oQJEwD7dVLg2uU8JiaGSy65BHAelbL2k3Jmkpienk7Lli2pra11mbLT6XRa95476T29Xk+vXr0A99N7Xbp0Qa/Xk5+fz4kTJ9zaR90PvO/cuxAjUv4cE9PYis0bW9ee9JGSSCSS88j48RAQANu3Q93r89VXX43BYGDPnj12ozRjx44FLJEkRxEid9J7ffv2JTw8nLy8PJfRIzUqtWrVKqfrwHNjTk8dzoODg+nYsSPgfcG5J6ju5kePHvU4BaQKqaNHj3oVqfBXas8Xd3NVSFVWVjaKeXvnothcpvacI4WURCJpdMTGwogRltt1o1JRUVFatMheVKpLly6kp6dTVVXlMC2nCqkVK1Y4tEEwGAwMHjxYW+eMxlZwrtZJeVJwrlog7N6926MxJXFxcURHRyOE8Hh4cVJSEkFBQZhMJq/EUGNwNw8PD9fMNH1J7/nLR+pc2B9IHynnSCElkUgaJWr33uzZFjsEa9TuPXt1UoqiuEzv9erVS7NBcBYZ8rROatOmTS4jG3379kWn03Hs2DGOHz/udC2cFVI7duzAaDS6XA+2dVLu0rZtWwIDAykvL3fbABQsn7e36T2dTudT554/3M19Te8piuKXOqnGGJGSXXvuIYWURCJplIwdC8HBltTe77/XfW4ser2eHTt22C1UVoXUjz/+aLfbTafTaUXr7oyLWbNmjVMR06ZNG1q0aEFNTY1Ls82IiAjN68ne3MC6tGrVitjYWGpqatwqUAfvIlIGg0FL010oBeequ3lubq7X6afG0rnXGO0PZGrPPaSQkkgkjZJmzeCM/yazZ9s+FxcXp6Xd7KX3Bg0aRGRkJKdPn3ZoZulOnVTnzp1JSEigsrLSqehRFOWcpfcURfE4vacKqSNHjnjUBXahzdyLiorSUlnuRPfs4U8vKV8Kzs+Fs7m3ju8qsmvPPaSQkkgkjRZrc05H6T17QspgMGhCyVF6T7VB+OOPPxzaICiK4nF671zWSbnrcB4TE6OlvX6vG85zgq+de96Ycvribq4oSpPxkrIWUr4IIDUiJYTwuoBeRab23COgoU9AIpFIHDF6NISHw7FjsH697fy96667jqlTp7Jx40aysrJITU212XfMmDF8/fXX/PDDD7zyyiv1jh0bG0vfvn3ZsGEDS5cu5c4777R7DsOGDeOrr75ixYoVvPjiiw7PVRVSGzZsoKqqSvs2bw/VmHPbtm1UVlZqFyxHeOtwfuzYMbZv366dmyt87dzbt28fQggURXF7X29rpIQQmM1mWrZsyZ49ezh06BCxsbFUVVXZbJWVlVRVVdGuXTsGDBgAWKI106dPp6qqio0bNwIwZ84cMjMzMZlMDBw4kAcffBAAo9HIlVdeiclkora2ltraWu22yWRi6NChNjVS7dq1w2QyoShKvW3AgAHMnDlTew+XXnopZWVlKIqiiafa2louvfRSevXqxQcffKCtveeeeygpKSEwMLDelpKSwtSpUwG04nmA//3vfyQnJxMWFkZ4eDhhYWE0a9as3v8VRzTa1J51un7NGktnil7v+3G9RAopiUTSaAkJgWuvhS+/tESlrIVUYmIil112Gb/++ivz5s3jgQcesNn3qquuIiAggD179nDw4EHatm1b7/gjR45kw4YNLFmyxKGQUuukNm/eTFFRkdZdVZcOHTqQkJBATk4OmzZtYtCgQQ7fV1paGklJSZw8eZItW7YwcOBAp5+DKqQyMjIoLS3Vog7O6NGjBwsWLPCqcy8jI4Pa2lrt4ueKNm3aoNPpKC0t5dSpU1qUxx5ms5mSkhIKCgooLCwkJydHe8133nmH3r17a5/d8ePHue+++ygtLaW0tJSysjKbnw8++KAWkcrIyODuu+92+Lp33nmnJqRqamp4/fXXbZ7PzMwkMzMTwEYEK4riNMrYrl077d+nsLCQw4cPO+x6VGu6VPbs2WO3KHzTpk1aJ6DK999/r31WdenZs6cmpFTRJoTgnnvuqbe2bdu2Nt2Vl112GQcOHCAsLKzeVlBQAJyNSC1YsIDy8nKio6NttqioKAIDA+2em4rffKTmzYP77z97f9QoSEmBd9+1TEBvAKSQkkgkjZobb7QIqW+/hXfesf3iOWHCBH799Ve+++67ekIqOjqaQYMG8csvv/Djjz8ybdq0esceOXIkzz77rGaDYO9ikJqaSocOHdi3bx+rVq3i2muvtXueiqIwaNAg5syZw+rVq50KKUVR6N+/P9999x3r1q1zKaQSExNJTU0lKyuLbdu2uRVh8qZzLz09ndDQUCoqKjh48KAWaXJFRUUF8fHx5OTk8NxzzxEdHU1hYaG2TZ48mVtvvRWAnTt3audmjdFo5KGHHuLRRx/VPrva2lrmz5/v8HVLS0u1aFBJSQlJSUkEBwcTHBxMSEiIdjs4OFiLtoFlwPXDDz9McHAwR44cYdasWaSlpfHII48QEBCgjcsBiwD45ptvCAgIQK/XExAQYHM7Pj6eZcuWaZ/DunXrEELY3eqK8B9//JHa2lrt+WuuuQaj0chHH32kpUtVpk+fTmlpKTU1NVRXV2tbTU1NPeEaFBREVVWVJvDKy8u1LS4uzmbt6dOnta0u6lpVSL3wwgts27bN7r9FSkqKTYr82WefJTMzUxNbaqPEgQMH+P333+nevbvd4zhl3jyYMKF+nv/ECcvjc+c2iJiSQkoikTRqhg2DmBjIyYFVq+BMgAiAcePG8eCDD/Lrr79y6tQpEhMTbfYdM2YMv/zyCz/88INdIdW7d2/i4+M5ffo069at0wrY65/DMPbt28eKFSscCimwpPdUIfX00087fV+qkHLXmPPiiy8mKyuLTZs2uSWk1ILzPXv2YDQa60U47KHT6ejcuTObN2/mt99+Y/369eTm5pKbm8vp06e127m5uTz88MPaZ5qZmalFSz7++ON6x7UWTmotUEhIiHaR3bt3LyaTiauvvtrmAtu8eXM++OADIiIiiIiIIDw83OZndHS0lv6qqalxu84pMDCQN998E7A418+aNYvw8HDuvfdeu5/J9ddf7/R46r9hRUWF5prvDnX/HcPDwzEajQwYMIBOnTrZPOcoYmqP2NhYTpw4wUcffWRXtFqzfPlySkpKbMSWum3YsIGZM2dq6bh+/foRFRVlI5KLi4sB6n0JWbRoEVu3bq33enPnzmX58uU2TRBTp07lwIEDJCQkkJiYWO9n165dLem8Bx6oL6LA8piiwIMPWtp9z3OaTwopiUTSqAkMtHzZ/PhjS3rPWkilpqbSt29fNm3axPz58/nb3/5ms++YMWN48MEHWbt2LQUFBcTExNg8r9ogfPnllyxZssSpkPr3v//tdsH5unXrHEa4VKwLzt2pK+rbty/z5s1zu06qZcuWWmRo9+7d9OrVi5KSEtavX8+JEyfIzs62+XnixAkeeeQRunTpwubNm9m8eTMfffSRw+Nbj59JSkrSBGnPnj25/PLLbVI/Xbt21dampqZSVVVlI+zS09M5evQoTz31lI0QCQ0NrfdvWpfIyEgA7YLuKf6wC1DrknxxNgf/dcmpv3eOzGatqZtutMZgMNgIqX/961/11phMJrvO8I8++iiZmZkUFRVRWFjImjVryMjIIDY2tl60bd26dQ5T0KpwY+1aOH6ce4GDwLWAzW+GEJCVZVnn4P/xuUIKKYlE0ui54QaLkPruO/j3vy3iSmX8+PFs2rSJuXPn1rvotmrViq5du7Jr1y4WL17MTTfdVO/YI0eO1ITUa6+9Zvf1Bw8ejE6nY9++fXYL21U6depEbGws+fn5bNmyRRNL9ujZsydBQUHk5+dz4MAB2rdv7/QzcFZwbjKZyM7O1up8rOt9wJLe69WrF4cOHeKqq65y+BrHjx/XLqzl5eWMHDmS5s2bEx8fT/PmzbUtPj7e5gKcmJjIbbfdxuuvv87gwYN5++23Hb6GTqerFx2Ljo7m6NGjXrX+N2vWDPBeSPljNp0qpHztkmsIIeUMdwrE9Xo9MTEx9b6k/OUvf7G5//TTT/Piiy8yadIk/vnPf9o8N2PGDI4ePUpOTg6nTp2y+anVA56xp/gV+B2wjddZ4YONhbdIISWRSBo9gwZBUpLlb+SyZXD11WefGz9+PP/4xz9YtWoV+fn5xMbG2uw7ZswYdu3axQ8//GBXSI0YMQJFUdi1axfHjx8nJSWl3pqoqCguvvhiNm7cyM8//6zV+9RFp9MxaNAgvv/+e1avXu1USAUFBdGnTx9+++031q1b51RICSE04ZKZmcmSJUs0e4ddu3bRq1cvpxc7tbg4OTmZrl270qJFC5KTk7VNvZ+ens4333wDWCI0ixcvdnjMuqife35+vtv7qPjioaRGpEpKSjzeF/wTkQoLCwP+nELKXXQ6i9uSvUJ8t7pKz9SBvQMcBRxW7zlpdDhXSB8piUTS6NHrQS1TqWvO2aZNG3r06IHJZGLBggX19lVdzpcuXWrXnTwuLk4bDLx06VKH53A+/aTy8/N54YUXuOmmm+jbty/R0dE2XYfWKbcWLVpQW1uLwWCgTZs2DB06lNtvv50XXniBiRMnAmj1S82bN2fnzp0sXbqUmTNn8sILL3D33XdzzTXX0KtXL2JiYrz2RGooIeWviJRavO0NjTW15+5IIUecLyHlFgMHQkoKVygKtwKX1n1eUSA11bLuPCOFlEQiuSC48UbLzwULoO4Xf2fmnH369CExMZHS0lKH4sYdl3NrIeXMMFEVUr/99pvDC1Bubi6//PKL1l7+1Vdf8cILL2jPCyF49tln+eqrr9i8ebMmElS/KWvfqZiYGI4dO0ZlZSUHDx5kxYoVzJw5k6efflpL4zlqm7eHty7dvggpXwb2+hqRUoUUeB+V8ldqT/139dW36UKLSLmFXm+xOACLaLJGvT9jRoP4SUkhJZFILgj69oVWraC8HBYutH1OFVJ1u4HA8gf8mmuuARy7nKtCasWKFQ59bvr160dISAg5OTlOnb+7du1KVFQUZWVlNk7kJSUlDBkyhObNm5OQkMDQoUM1c8aKigrNGBIsouSee+7hlVde4bvvvmPXrl1UVFRw8803A9jYEiiKQmpqKno7FxC1i/HUqVMOz7cu3g7g9UdEypNxNirWxebeOIIbDAatZstbISVTe67xWUiBxdpg7lw4M9ZHIyWlwawPQAopiURygaAotiNjrOnYsSMdO3akpqaGhXVVFmfTez/88IPdi22fPn2Ii4ujpKTE4diWoKAgzd/IXnovNzeXJUuW8PLLL2sXZmuDyIiICLZu3crp06dRFIW2bdty7bXXagLIuvVeURTef/99Hn/8ccaNG0eXLl0ICQnxeC5cQkIC4JmQUiNSRUVFHpknqkIqLy/P7X1U/JHaq6mp8VqAqHVS3hacN9bUXpMTUmARS3v2nL2/eDEcOdJgIgqkkJJIJBcQqpBavBjqlsQ4S+8NHTqUkJAQsrKy7M6eU20QwP30HlhScDfccAMtW7YkISGBUaNG8cwzz2iptKNHj2r7KorCrFmz2LJlC2VlZRw4cIDvv/+e9PR04GxUwxmezoVTI1K5ubluX8BiYmK0i54nokgVUkVFRZisR3i4gS9CKjw8XLOO8DW952tqz2g0evzerZFCyk2so6+DBjXoeBiQQkoikVxAdO0KnTqB0Qh1Da8nTJgAWArG614QQ0JCGDFiBOA6vVdXSJnNZvbs2cPHH3/MqlWrAFi1ahU1NTUoisLBgwfJyspCURQuuugiJk+erKXgunXrZnOs0aNH07t3b5t5aKqVwvHjx12+fzUi5a6QUtN0JpPJ7ZSbTqfTHK09qZNS29+FEB4LIl+ElE6n0yJKvnpJ+RqRAt/qm/wlpNSIaJMVUo0MKaQkEskFg7P0Xrdu3WjTpg1VVVV22/at03v2uPLKK1EUhZ07d7JkyRJef/11xowZQ3x8PJ07d+buu+9m0aJFgCWFc+TIEQBeffVVVq9eTXFxMRkZGXz55Zean5W1aaUjVLuFcyGkDAaDFinypuDckzopg8Ggpdk8rZPypdgcfDfl9DUiZV3870t6z19Dgpt8RKqRIYWURCK5oFCF1PLlYH2dVxTFaXpv9OjRKIrC1q1bbUSLEII9e/YQFxenmV4+/fTT/OMf/+DHH3+koKCAkJAQrrjiCp5++mnNz0kVUsOGDWPQoEE2g4TVQbrHjx93merxRkjl5OS4fXHzpuD8fFsg+BKRAv917nkbkVIUxS+de6ogk6m9CwsppCQSyQVFu3bQu7dl9FZdvaQKqUWLFtX7Vp+QkMCll1rcZ2bPns2sWbO49dZbSU5OpnPnzhw8eFAbERMZGcl1113HW2+9xcaNGykuLuaXX37hhRde0MadqELKHklJSQQEBFBbW+uyMFwVUtYDXx0RHx+PXq/HbDa7nXbzpuBcTQmeLwsEX7r2wHcvKX+OifFFSMkaqQsTj4TUBx98QLdu3WjWrBnNmjWjX79+TgszP//8cxRFsdnUXxSJRCLxFjUqVdec8+KLLyY1NZXy8nKWLVtm81xWVpZ2wX3ssceYPHkyX3zxBSdPniQkJIQ9e/Zo7uKBgYHMmzePhx56iL59+2IwGLTjtGrVCnAupPR6vVb7ZF1wbg9PaqT0er0WYfK04Pxcp/bAdyFVXFzsVbG2v1J7voyJUZsF/JHaa8qGnL4U4zdWPBJSKSkpvPrqq2zdupUtW7YwZMgQxo4d69RTpVmzZpw8eVLbXP1RkUgkEleoY7zWrIF//QtWrbJEqOqm96zb9zdt2sRPP/2k3e/evTuPPvooK1asoKCggDFjxtCmTRsADh065PC13RFScDa9d+zYMafrPEntged1UhdSag+8E0OqQG7IMTFNOSLliQ2GI5pyRMqjWXuqqZ3KSy+9xAcffMCGDRvo3Lmz3X0URdH+I0skEok/2LzZMri4uhruu8/yWEqKxfh44MCBzJgxg6+++oq0tDSmT58OWLryRo4cqUXRV6xYoXWnqahjWI4cOUJtba12IbHGXSGl1lK5+vKoCqmcnByqq6u1i6AjPBVSamqvMUekDAYDYWFhlJeXU1hYWG8ArisaQ0TKn0JKFptfWHhdI2Uymfj6668pLy+nX79+DteVlZWRlpZGamqqy+iVRCKRuGLePJgwwSKizlLL8eMLGD/+aiZMsMyXM5vNfPvtt9qK0NBQFi9erEWK9u/fX+/YLVq0ICgoiNraWoc1S61btwb8J6Ti4+MJDAxECOGWODofEanzXSMFDTsmxp+Di31J7cli8wsTj4XUrl27CA8PJygoiL/97W98//33dOrUye7aDh068Omnn7JgwQK+/PJLzGYz/fv3dxnCNhqNlJSU2GwSiURiMsEDD4CtOfmLQEvgWmARQpi1i/J9arjKCrUOyp6Q0ul0mlA6ePCg3XNQI1L5+flOIxjupvYURTmnFggXQkQKfCs499fgYpnas0UKKffwWEh16NCBHTt2sHHjRu655x5uueUW9ljbtVvRr18/pkyZQo8ePbj88suZN28e8fHxNpPL7fHKK68QGRmpbWoxpkQi+XOzdi3U1xoHgJNAPPAIsJcrrrgJsC9inAkpOJvec1QnFRERoQkGZ1EpdyNS4FmdlOpu7u6YmAuhRgp8s0DwNbXnqyEnNC4hJQ05zy8eC6nAwEDatm1L7969eeWVV+jevTvvqhOZXWAwGOjZs6fDb3oqTzzxBMXFxdrmTluwRCJp+tjXDg8Dc4DjwBtAB6KiOgKQkZFRb7UrIaUWnDv7O+VOnZS1kHI1TPdcRqRUIXX69Gm3L4hqaq+wsNCjQmO15ux8Cylfi839GZFqTF17vgoptVu1trbWq4HQ1kgh5QSz2ex2i6XJZGLXrl3aNypHBAUFaRYL6iaRSCT2/3R0AyYAZ4u0u3S5CIC9e/fWW+1rRArcE1JqJL2srMxlukpd686XRk+FVFxcHDqdDiGE27PzfJ2392eMSKk1Uk2x2Bx8F0BSSJ3hiSeeYM2aNWRmZrJr1y6eeOIJVq1axeTJkwGYMmUKTzzxhLb+hRdeYNmyZRw+fJht27Zx0003cfToUf7617/6911IJJI/BQMHWrrzzsyorYeiQGoqXH+9JSJ1+PDhel/0VCF14MABu3/U/RWRCgkJ0SI77nbueRKRys3NdStapNfrtVSdu+k9nU6niSJP0nvWQsrTCEZDCqnGUiPVWIvNwff0nhRSZ8jNzWXKlCl06NCBoUOHsnnzZn766SeGDx8OWOoRrPP2hYWF3HnnnXTs2JFRo0ZRUlLCunXrHBanSyQSiTP0eovFAdQXU+r9GTMgOTmRZs2aYTabOXDggM26tLQ0DAYDVVVVdoWLdUTKkRjw1EvKn0IqNjZWS7m4K4y8KThXRaA3QspoNHosKHzp2vOXj5Q/aqSaUmpPCin38EhIzZw5k8zMTIxGI7m5uaxYsUITUWCZiP75559r99955x2OHj2K0Wjk1KlTLFq0iJ49e/rt5CUSyZ+PceNg7lxITrZ9PDbW8vi4cZZOuI4dLVGpuum9gIAALepUV2SBRWjp9XoqKysdFnR76iXlT1NOnU6nlUecD1NOTywQwsLCtIv4+RwT0xgiUv5M7TU2Z3OQQsoZctaeRCK54Bg3DjIzYeVKUG3spk2zPK5y0UWWOilPC84NBoMmgBzVSVkLKWcpLHc799QaqZMnT7qVrmus7uaKojTI4GJVSJWVlXk1gsRaSHlbVN2YuvZkROr8IoWURCK5INHrYfBgGD3acr+uXlKFlDcF567qpNLS0lAUhfLycqdCw10vqfj4eAwGA0IIt2wNmqKXlD+69sC79Jya2hNCeC2EmqKzuU6nQzmTM5dCyjFSSEkkkgsadTpV3aEJamrPFwsERxGpoKAgTcz4w0tKp9ORfCZXeS4tEBqzu7kvQiooKEjzTvImvRcaGqoJBm/rpPztbO6L3YC/fKTAf15SUkhJJBJJI0UVUhkZFudzFTUitW/fvnp/vN21QPCnl5Qr/uzu5r4IKfCt4FxRFJ/rpPwZkQLfRJC/IlIghZQ7SCElkUguaFq3huBgqKoCa03TunVrDAYDFRUV9fyZVCF15MgRuxcbVxEpcE9Iqam9nJwcl3Uvap2UJ+7mja1GCrwXUmrXXlFRkVcX24YuOPe3kPKlTkoKqfOLFFISieSCRq+HM8Enm/SewWDQIkt166QSExMJDw/HZDLZFUL+ikjFxMRoKR9XZptqRMoTU85zOSbGG/sD8D0iZTabvRIzDW3K6Q/7A1UAgRRSFxJSSEkkkgseV3VSdYWUoii0a9cOsJ/eUwcXFxUVUVBQYPc13RFSiqKcEy8pb1N7BQUFbl9cvbE/AO+FVEhIiFbbcyGOifGH/YGiKH4pOJdC6vwihZREIrngcSSkvLVACA0N1cSKOxYIzjgXXlLqueXn57vlFRQTE6NdEN0VRqqQ8nTe3p91TIw/UnvgHwsEKaTOL1JISSSSCx5PI1LguwWCKqSOHTvm1LvIUy8pd4RUdHS0Fr1xJ72n0+m0VJ27BefW8/Y8EUUNJaTUiFRD10j5ktoD/4yJ8ZchJ0gh5Q5SSEkkkgseVUjt3Wu/c88bCwRXw4uTk5MxGAzU1NRw4sQJh+fmrpeUGpHKzs52edFSFOWcWyDo9XpNFHmS3lP38WTYsYo/IlINNSZGTe3V1NR4FMGri4xIXXhIISWRSC54WrWCkBAwGsFa96hCKjc3t16tk68RKb1er4kkf1ggNG/enICAAMxms1tip7G6m/sSkbLu3POUxtK1B77VN/lTSNXW1vosXKSQco0UUhKJ5IJHp4MzWTyb9F54eLgW6amb3lOLzbOzs+1ePF1FpMC/XlJ6vV4TRxeyl5QqpIqLiz2++DaG1J63EamgoCDN1NMfg4t9EWNq2hfwKToGUki5gxRSEomkSeCq4LyukIqOjtaEgr3hxa4iUuCZl1RWVpbLi4gndVLn093cEyGliiHAYcejq30bMrXnbURKUZRGM7jY2kbBX/P2pJByjBRSEomkSeDvgnNVSJ06dcphhMEdIdWiRQv0ej01NTUuRUxjdTf3pEYqICBAS9E1xLy9hopIgX869/xRbG4wGLTbUkide6SQkkgkTQJ/WyBER0cTExMD+GaBEBAQoM3Rc9dLyhNTzsZWIwUNMyamoSNS4J/OPX9EpPR6PXq9HvCfkPI1RSiFlEQikTRyVCG1bx9Yf3n2hwXC+fKS8mZMjKfu5p5EpBrK3bwhfKR8LTYH/46J8UVIgf8692REyjVSSEkkkiZBWhqEhkJ1NViXNakRqcOHD9e7OKlCyl6NFLgeFaMKqezsbKeePe4WnJ+P1J43Eanz5W7uS9eer6k9X+0PwD/u5v4oNgcppM4nUkhJJJImgU4HnTpZblun9xITE4mMjMRsNtcTRKqQ2rdvH0KIesd0FZGKj48nNDQUIYRTkXQux8QUFRW5deFWI1LFxcVuRzsu1NSevX9LV/gzItXQqT3wnymnWm8lhZRjpJCSSCRNBjW9t2fP2ccURXFYJ9WmTRsURaGoqMjuRd9VREpRFI8sENw15Txx4oRTt3SwRGDUC7c76b3IyEjt4upueu9CSu2pEamamhqvRIg/IlKNpdgcZETqfCKFlEQiaTJ42rkXEhKiRYucde6dLy+pxMRE9Ho9JpPJpdjx1N1cURSPC87ViFRBQYFHF9K4uDjANyHlaVQpIiJC83HyJr3nj4hUY7E/ACmkzicBDX0CEolE4i+87dw7evQo+/fvp3///jbPqRGpY8eOUV1dbePPo+KJl5SriJRqypmVlcXx48c1oeSIFi1acPDgQY86944dO+bRvD1FURBCkJeXpwmxupjNZsrLyykrK6OsrEwTEqqQ2rBhA4cOHaKqqgqj0UhVVZXN7eeff57g4GBNSNXU1DBmzBgATCYTJpOJ2tpaTCYT3377rRYpe/vtt/nf//6nPaee66WXXkpgYCCLFy/W/g3/9a9/8eGHH6Iois0GFpH5xhtvAJaI1OzZs/n4448JDAzEYDBom3r/H//4h/Y7tWHDBhYuXIjBYNAE9/LlywkNDSU0NJRBgwZpjQFFRUXk5uZqz4WEhBAcHKydB/hPSKmmnFJInXukkJJIJE0G6869mhpQ7XRcde4tX77cbkQqISGBsLAwysvLyczM1GqqrPFESBUXF1NcXKzV89gjJSVFE1J9+/Z1uA58Lzg3m83aBQ5g69atHD16lMLCQoqKiigsLCQoKIiqqiqmTJnCsmXLtLV33XUXCxYssBFOdVGF1L///W++/PJLh+f16KOPEhwcrEV0ABYuXGh3rXURdnZ2Njt27Ki3Ro38Wbfs5+TksLuuwraD0Wjk8OHDrFq1yuGa22+/XRNSmzZt4qWXXrJ5fsGCBSxYsACAxYsXa0Lq+++/5/bbb7dZqygKISEhhIaG8umnn2pC6siRI4wZM4ZmzZoRGRlJZGSkdrtZs2YMGDBAi3RWVVVRWVlJRESEJnxkROr8IYWURCJpMrRsCeHhUFZm6dxTx8aoF719+/bVEw/qqBh7QkpRFNq0acPOnTs5ePCg10IqLCyM2NhY8vPzOXr0KN26dXO41lsvKbPZTFFREUVFRbRu3Vpb8/nnn7Njxw5Onz7Ntm3bAPjHP/7BY489Rm1trU0q65lnnmHx4sV2X2v58uXU1NRoxcfl5eX1uvl0Oh3h4eHo9XoKCws1IdO1a1eGDx9OUFAQwcHB9X6qF31FUdDpdJjNZl577TViYmLQ6/UEBARo3khq2hDgr3/9K8OHD9eenzBhAvn5+Xz66ae0bdtWExoAt912G1dccQVCCJsNQAihpXEBrrvuOtq2bUtNTQ3V1dXaIGL1tvpvDtCtWzfuu+8+ampqWL16NRkZGXTs2JFWrVpRUVGhiVeVyMhIKioqtM9GCEFFRQUVFRUoiqJ9FgUFBaxbt87BvzzMmjVLe39Llixh3LhxgKVOKzIyUqsze/LJJxFCMHz4cMAiotetW0dcXBxxcXHExsYSGxurCaa6SCHlGimkJBJJk0FRLJ17mzZZ0nuqkGrdujUGg4GKigqysrJsLrDueEnt3LnTL15S+fn5HDt2zKmQquslZTKZKCgo0OqVAD788EM2b97Mb7/9BljSVu+88w4mk4mwsDAbcTRnzpx64sjaXsA6Zdm1a1eKi4uJiooiKiqK6Ohovv76a/Ly8pg2bZrNMaZPn84TTzxBWFgY4eHhhIeHa2mqBQsWcO2112prH3vsMR577DGnn4+Kmua6+eabtUiOIy666CJNJMPZKEzPnj3p0aOHzdrWrVvbCMy65OXlabc7duxIJ7UF1AWDBw9m8ODBAEydOpWMjAwmTpzI888/X2/tbbfdxm233QZYhEllZaUmoioqKkhNTdXSz82bN+fjjz+muLiYkpKSej/V3xOwretSj6WyefNmm/e2ceNGxo8fX+/coqKiiIuL4+WXX2bixImAxTJk3759APz+++9s27aNFi1aEB8frxl+uosUUhKJRHKB0LnzWSE1YYLlsYCAANq1a8eePXvYu3evXSF14MCBetEqcD1zTxVS+fn5lJaWat1fdUlLS2Pbtm0OC85XrVrFzp072bJlCwCffvops2fP5tSpU4SEhNh0ky1cuJBFixZp963rafR6PUajUauRGT9+PN26dSM+Pp6VK1eycOFCbrjhBp577jmioqJsxom8+uqr9c7rl19+IS8vjzFjxtisdSZKJK4JCAggIiLC4e9Ls2bNuPPOO9061s0338xf/vIXSktLNaE1efJk9uzZw7333sull16qrQ0NDaV///7k5eWRl5enzUNUo5nW3aI7d+7k999/B+CTTz7hk08+ASy/YwkJCbz++utMnjwZsAj/JUuWkJSURIsWLeoJLr8KKeuO1jVrYMQI8FDY+RMppCQSSZPCWcH5nj17yMjI4Morr9QeT0tLw2AwUFVVxfHjx7V6JhW1WNlRRKpZs2bExMRQUFDAkSNH6kWbzGYzx44d09JIn3/+OT///DN5eXmsWbNGW/fmm2/aiCPrgb8VFRWUlZVpnWWTJk3i0ksvJTMzk5kzZ3LZZZfxzTffEBcXpwkoFeuanNOnT7Nw4UKSkpLo0KGD3fcjuTAJDAzU0nRw1ldr2LBhNqnI4cOHa2k+sETGCgsLyc/PJy8vzyZ93aJFC9q2bcvBgwdJTk7GbDaTk5ODyWQiOzvbJh24ZcsW7rrrLptzUgVXixYtuOOOO4CzEdaMjAxatWpFYmJivS8vTpk3D+6//+z9UaMgJQXefRfOpDfPN1JISSSSJoWnFggBAQG0adOGvXv3sn///npCyl0LhIKCApYvX24jpO6++27++9//2kSMtmzZokWdioqKNDfvyy+/nJCQEKqqqli4cCFdunThs88+o0WLFiQkJNikUiZNmgTAF198wcyZM2nWrJk2z08i8YSAgADi4+NtUscqffv25bLLLuPgwYM88MADPProo9TW1pKbm8vJkydJT0/X1kZFRXH11VeTnZ3NyZMnbQRXdnY2U6ZMASxfLNasWcN1110HWLoL09LSSE9PJz09nVatWjF27Fjt/6sN8+ZZwsx1rTFOnLA8Pndug4gpKaQkEkmTQhVS+/dbxsWojgWuLBBUITVs2DCb59SI1OHDhzGZTAgh2L9/v5b22LlzJ3vOOIA+8sgj3HnnnZo5ZGBgIFVVVRgMBmJjYzl16hTt27fn3nvvJT093SZ69OijjwLwzTffsHDhQuLj4+nTp4//PhiJxA8EBARoqTtrrGvFABvBlZ2dbSPUampqSE9PJysrC6PRyP79+21qFNu0aaMJqcWLF/PII4+QnpZGq7VrSReCVkBXQIupCmEpkHzwQRg79ryn+aSQkkgkTYqUFGjWDEpK4MCBs8LKm+HFNTU1nD59moCAAKqrqzlx4gQvvfQSH3/8sd3XjoiIIDs7WxNSjzzyCA8++CBpaWl89NFH3HvvvXTv3p377rvPX29XImmUWAuu3r17c/jwYe25iRMnMnHiRGprazl+/DiZmZkcOXJE+9mlSxdt7f79+8nIyKj3BegO4BPrB4SArCxYuxasBN35QAopiUTSpFA79zZssKT3VCGl1gTl5uZSUFBATEyMto8qpHbu3Ml3333Hhg0b2LBhA1u3bqWyspKUlBSOHz/O0aNH6dKlC2FhYXTr1o1u3brRvXt3fvrpJxYsWMDDDz9s00VmXdQukUhsCQgI0FJ6gx2In0mTJtGlSxcyv/2WI//5D5lAJtDd0UHdGJfkb6SQkkgkTY6OHS1C6ptvoHlzGDjQMgIkNTWVrKws9u7da+Nirhparly5kpUrV9ocS61hAkuh7F133cXUqVNtCmR37tx5bt+QRPInpXnz5pZ0e0AA/Oc/rndwYZlxLpCz9iQSSZNi3jzLpt6+4gpIT7fcVs03n3vuOX799VdtH+vIUY8ePbj77rv57LPPyMjIID8/36ZFPSgoyLMuI4lE4jsDB1ry9lbjdGxQFEhNtaw7z8iIlEQiaTLYb+op5/jxJYwfPxe9fi1gcenu2rUrAwYMAKB3796Axcpg+/bt5/msJRKJS/R6i8XBhAkW0WT9n1wVVzNmNIiflPxaJZFImgQmEzzwgPXf1yJgPBAPTAS+wWSyjOXo1KmTjZeUOt9McfRtVyKRNDzjxlksDuoO805JaTDrA5ARKYlE0kRYuxbOTFU5QySwGagEWgETgHzgU4YMGcKIESPO/0lKJBLfGDcOhg0DdfD34sXS2VwikUj8Qf1mHQX4AGgB9Dhz/5nze1ISicT/WIumQYMaVESBFFISiaSJYL9ZZ/T5Pg2JRPInQ9ZISSSSJoE7TT1nfDIlEonEb0ghJZFImgRqUw/UF1PqfVkWJZFI/I0UUhKJpMmgNvXUnd+rNvXYm4MqkUgkviCFlEQiaVKMGweZmaAakn/6KRw50mCd0RKJpIkjhZREImly6PUQGGi5ffHFDd7UI5FImjBSSEkkEolEIpF4iRRSEolEIpFIJF4ihZREIpFIJBKJl0ghJZFIJBKJROIlUkhJJBKJRCKReIkUUhKJRCKRSCReIoWURCKRSCQSiZdIISWRSCQSiUTiJR4JqQ8++IBu3brRrFkzmjVrRr9+/ViyZInTfebMmcNFF11EcHAwXbt2ZfHixT6dsEQikUgkEkljwSMhlZKSwquvvsrWrVvZsmULQ4YMYezYsezevdvu+nXr1nHjjTdyxx13sH37dq699lquvfZa/vjjD7+cvEQikUgkEklD4pGQuuaaaxg1ahTt2rWjffv2vPTSS4SHh7Nhwwa76999912uuuoqHn30UTp27Mj06dPp1asX//rXv/xy8hKJRCKRSCQNidc1UiaTia+//pry8nL69etnd8369esZNmyYzWNXXnkl69ev9/ZlJRKJRCKRSBoNAZ7usGvXLvr160dVVRXh4eF8//33dOrUye7aU6dOkZCQYPNYQkICp06dcvoaRqMRo9Go3S8pKfH0NCUSiUQikUjOOR5HpDp06MCOHTvYuHEj99xzD7fccgt79uzx60m98sorREZGaltqaqpfjy+RSCQSiUTiDzwWUoGBgbRt25bevXvzyiuv0L17d9599127axMTE8nJybF5LCcnh8TERKev8cQTT1BcXKxtWVlZnp6mRCKRSCQSyTnHZx8ps9lsk4azpl+/fvz88882jy1fvtxhTZVKUFCQZrGgbhKJRCKRSCSNDY9qpJ544glGjhxJy5YtKS0tZdasWaxatYqffvoJgClTppCcnMwrr7wCwAMPPMDll1/OW2+9xejRo/n666/ZsmULH3/8sf/fiUQikUgkEsl5xiMhlZuby5QpUzh58iSRkZF069aNn376ieHDhwNw7NgxdLqzQa7+/fsza9YsnnrqKZ588knatWvH/Pnz6dKli3/fhUQikUgkEkkD4JGQmjlzptPnV61aVe+xiRMnMnHiRI9OSiKRSCQSieRCQM7ak0gkEolEIvESKaQkEolEIpFIvEQKKYlEIpFIJBIvkUJKIpFIJBKJxEukkJJIJBKJRCLxEimkJBKJRCKRSLzE46HFEolEIjm/CCEwm83o9XrAMth9y5Yt7Ny5E4ATJ07w8ccfU1VVRWVlJV26dGH06NEAlJWVMXXqVKqqqti2bRsAc+fOZcuWLdTU1DBs2DCmT58OQE1NDR07dqS2tpaamhpqa2vJy8sDYPTo0Vx99dV888032nnFxsZSVVWlnaP1udalQ4cOFBcXo9frtS0gIAC9Xk+PHj34+uuvbdZPmDCBiIgIgoKCbLa0tDSefvppbd3MmTMpLi4mKCiIiooKAFauXMnp06eJjo6mT58+2try8nKCgoIICJCXPon/kL9NEolEch4wmUwAFBcXs2bNGgoLC0lPT6d79+4AnDx5kocfflgbAr9x40ZtikRpaSn33nsvM2bMACA/P58BAwZox965cyd33323dv+2227ThJQQgv/+978255KVlaXNMG3ZsqX2uF6v59ChQ3bPv6KigsrKSpvHysrKqK6udvieg4KCtNs5OTkUFxfbXRcTEwNYPiP1c1q3bp3dtd26dbMRUq+99hoHDhywWfPQQw8B0KpVKw4fPqw9PmjQILZt20ZgYCChoaGEhYVpW3x8vM0xPvzwQ3JycoiMjLTZmjVrRlRUFO3atXP4viV/LqSQkkgkEi8xm82cPn2a3NxcALZs2cK6devo378/AAcPHuSaa64hJyeHwsJCAJYtW8ayZcsAmDZtGm+//TZgERGzZ8/Wjl1RUaFFWABKS0u12xEREbRt25aKigqys7NJSkqib9++BAcHExISwmWXXaatDQ0N5fXXXyc4OJgvv/ySTZs2cdNNN3HttdcSEBBASkqKtlan0/Hbb79hMBgICAjAYDBw8cUXU1VVxYoVK+jYsaPN+9+7dy8AiqLY/Pziiy949tlniY2N1dauX7+empoaTSyZTCZqa2sxmUyEh4cD2AitL7/8EpPJhNFoxGg0UlVVhdFoJC4uzuYcrr32Wk6cOIHRaGT+/PmYTCZ69uyJyWSyeW/qZwpQXV1NdXU1RUVF2nN1186cOZMtW7Zgj6ioKO3fE+D6669n27ZtlJSUADBnzhxOnTpFbGwscXFxTJs2TftsTp06hcFgICoqSoswSi5spJCSSCRNDpMJ1EDJ5s3QsSN4c82qrq4mMzOTmpoa7bEjR45w6623kpWVxYkTJ2wiMgsXLqRdu3aakAoNDdXEhkpwcDAtW7YkOjra5uIdHx/P22+/zdq1a/n+++8ZNWoUzz//PBEREURERBAZGamtjYiI4MCBA0ybNo0ZM2Zw880389prr9l9D3q9nkcffRSABQsWAHDVVVcxfvx4u+vVcweL8FBTdxdffHG9AfKtWrWyeww1zWctpOqKMHuo4iQsLIzJkye7XA/w+uuvAxYhqqbsli5dSvPmzeut3b59O+Xl5VRUVFBeXq5tFRUVnDp1ittuu43w8HAUReEvf/kLvXv3pri4mOLiYkpKSrTbUVFRNsfNzMy0ieRlZGSQkZEBQGRkpBYhA7jllltYtmwZiqIQHR1NbGystsXFxdGpUydt7Y4dO6ipqSExuXVZLAAA7K1JREFUMZGEhAQCAwPd+kwk5xcppCQSSZNi3jx44AFQgw233w7PPAPvvut4HzVSYTQa+fvf/87Bgwc5ePAgR48exWw2axdORVEIDQ1lzZo12r6KohAYGIjRaKRbt242F8LmzZvzyy+/kJCQwIsvvsjs2bP5v//7P5566ql65xAUFMS0adM04dW3b1+b+h57ZGdnA9CiRQtXHwtgiYYAJCQkuLX+9OnT2rlFRES4tQ9YUo9gK6TcQRVS0dHRHu0HaNEgwEZ0WhMcHExwcLDd89qxYweA9j4feeQRt1/7yy+/5PTp0zzzzDP88ssvjB07lp49e5Kfn28zfxawqSkrKCigoKBAS01GRkba/P784x//0KKXYPlcVFGVmJjIV199pR1/586d1NbWkpiYWC9NKTm3SCElkUiaDPPmwYQJcCYgonHihOXxsWMt0aOdO3fyww8/MGbMGODsBbyqqooPPvjAZt/Q0FAtrZacnEx8fDyzZ88mNTWV1NRUkpKS6NmzJ7t37+aNN95gxIgR2r4BAQFcccUVAFr6Ly0tzel7OH78OFA/1WQPb4VUYmKiW+tVIRUfH6+lptyhIYWUWpTuKWVlZQBamtET2rdvT/v27TXBPWLECP7+97/bXbt69WpqamooKCggLy+P/Px8bautrdU+8+DgYOLi4khJSSEnJ4eamhoKCwspLCwkIyOD6OhoG5H2yCOPsHz5cu2+Gp174YUXWLRoER988IGWSszJySE8PJywsDCP36ukPlJISSSSJoHJZIlEnRVRAjgIrEeIDcB65s//HYA1a9YQExOjCSk1StCsWTPuvfde2rZtq21ms5mUlBT0ej1paWnodDpuuOEG7XWFEBw5cgRwnOoCOHr0KNBwQqqmpkYTOO5GpFTx52mEQ32duvVMrvBFSKn1VXXTj+6iimVPIm91USOboaGhTtcZDAYSEhLs/js8+eSTgEVIffTRR4Dld6ywsJBTp05x6tQpcnJyMBqNNvtFR0eTlJREbm6uVn8GsG3bNjIzM/n444+1tVOmTGHZsmVaejk1NdXm5y233OKRcP6zI4WURCJpEqxdC2c0yBlqgG5AVb21HTp0YNCgQdp9NbUydOhQXnrpJZu1ahovLS0Ng8FQ71inT5+moqICRVFsOuCsMZvNHDt2DMDhGhW1m86VkBJCeCSkVFGk1+vdjhRZR6Q8oSEjUo7Seq7wJSKl4q6QcoYq6oODg7XHFEUhJiaGmJgYm9SfNaothclkIj8/n0GDBrFv3z6mTZtWr8NQ/ZzVCNeuXbu052JiYrj11lu1+6tXrwYsDQSnTp2iTZs2tG7dmtatW5OWluZV9K+pIYWURCJpEpw8WfeRQOAyoALod2Z7Efidl19+mXHjxmkr9+/fD1hSNHVRi4jbtGlj93XVaFRycrLDi0pubi7V1dXodDqSk5Mdvofy8nLtIpeamupwHUBRUZF20U1KSnK6FizpHLDUbdWt23GEKqTsFW47w1shpXbR1S3mdgc1IuWtkPJnRMqXlJk9IeUJer2e5s2ba2m8a665Rksvq2zatImSkhKysrI4fvy4zc+6XxbU38fdu3eze/dum+diYmK0f2uAb7/9FiGEJrRiYmL+FJEtKaQkEkmTwL6WWA6of8gFcDsAF110kc0qZ0Lq4MGDALRt29bu63qS1ktOTrYb1VI5ceIEYLmYu0pRqdGomJgYty66ntZHge+pvfMZkfI1teePiFR5eTngn4hUSEiI18cAtG5SR+K+WbNmdO7cmc6dOzs9zoABA1i0aBHjx4+nZcuWHD58mMOHD3Po0CHS09Nt1j733HNatyJYRK0qqlx9MfCIM15jAKxZAyNGeNeW6yekkJJIJE2CgQMhJcVSWH62Tsr623A2UIper68nivwRkXImpNxN6zWmQnPwLrVXU1OjpdkupNTe+ayRcoavESkVVUj5apmgvpcrrriCqVOnao8LIWy8zcBieBobG8vhw4fJzs6muLiY7du3s3379nopycsvv5zq6mo6duyobZ06dSItLc25v9a8eXD//Wfvjxpl+Y//7rtgFWU+n0ghJZFImgR6veVv6YQJ9Z9TFBDC8k25TZs2NheXqqoqLWJ0riNSrgrN3a2PgrNCyp20HpxN7blbaA7epfYKCgoAS12Ppyk6f0SkGkONVEOm9lT8JaTUovW6Y3UURakX/fvwww+12xUVFWRmZmrRq4qKCp588kl0Oh0mk4mNGzdiNBrZsGGDzTGCg4MZPXo0c+fO1R47dOgQKSkpBC1a5Lwtd+7cBhFTUkhJJJImw7hxlr+lkydDlVWNeUoKjBixl5kz6xtDHjp0CCEEkZGR9SIvQghNSPkSkVKFlLsRKXfSICfPFIWdy4iUN6k9Na0XHR3tsXO3PyJSvnbtNXRqTx3D09iFlCtCQ0Pp1KmTFonav3+/JqQURWHz5s2acam67du3TxOSKmazme7du1NVVUVrRaGjEHQCrgA0oxEhLN+WHnwQxo4972k+KaQkEkmTYtw4i3A6eBCefBKGD7ek/e6/3xKRclYfVbcwtqCgQIt0tG7d2u7reZLaa0gPKV8iUt4IKU/TetCwxeZqRMrb1J4Qokmm9rwVUnVRB1nrdDp0Oh1du3ala9euNmtMJhOZmZnavEWw/A7q9XpMJhMHgAPAD0AhVkIKLGIqK8vSvjt4sE/n6ilSSEkkkiZFVRWoc2rvuw/UAIzqGF43IuVOfVSLFi3sXhxNJpMmkhqzhxScvxopX4TUhVxsbh1J8Udqz1/F5o1RSDlCr9fXi/wmJCRQVFTEyQ8+IGPqVDKADGCoo4PUb98950ghJZFImhR794LZDDExYB18UbuJPOnYU4WUo/qoEydOUFNTg8FgcCpo3E3teVMjda6ElDqPDjyrkWooIdXQxebqZwW+iSB/RKSEEBekkHKEoii06NSJFjgRUCpu1gz6E8/fkUQikTRiVKubzp0tZRNgiVaoNUXeWB+4qo9y1mlUUlKipawupNSeGo0KDAw8L3P2zGaz9jldiMXmalovMDDQJ9HhDyFlPWS7KQgp4GxbriNfKkWB1FTLuvOMFFISiaRJYS2kVNS0XlJSUr0Lrepq7o31weEzOUR36qNiYmKcXqQrKys1EeKq2NxTV/OqqipNpDTWOXulpaXaxbYhi829jUj5o2MP/FNsrkajoAkJKbUtF+qLKfX+jBkN4iclhZREImlSOBNSdaNRxcXFWqSm7hgN8I/1gbseUqoZZ1hYmMuoSn5+vhZ1cEcYqd13gYGBbhdyn29XczWtFxwc7JWIaCwRKV8KzcE/ESlrIeXrCJdGI6TgbFtu3S8PKSkNZn0AskZKIpE0MZwJqbqF5mo0KikpyW4kwh9mnN54SLmKAKnRqPj4eLciDmp9VEJCgtvRpfPtau5Lxx40/IgYf1gfgH+KzVUhpdPpPLagqEujElJgEUvDhoH677x4cYM7m8uIlEQiaTJUVJzt2LMWUt4UmpeVlWkC5Hx6SJ3L+qhz3bEHkJeXB5xfV3MhhM+pPX9FpHxN7fkzIuVrWg8aoZACW9E0aFCDiiiQQkoikTQh9u612MnExYF1RsqV9YG9tJ5a/xQTE+Pw4n4uPKTcMeP0tmPvXHtIQcPM2auqqtJSnd5EpGprazUB05CpPSEERqMRkELqQqLpvSOJRPKnxV5ar7q6Wqt18uew4qqqKk3QnO/xMGoHorvjYXxxNT/fNVK+FJoriuKVEFKjUdCwqT1rLyoppC4cmt47kkgkf1rsCalDhw5hMpkIDw8nOTnZZr0vw4pVgRQWFkZcXJzDc2pMqb1zHZESQmiz9s6nkFLroyIiIry6UKv1UQaDwWvx4c85eyCF1IVE03tHEonkT4s9IWVdH2VdaC2E8CkiZZ3Wc1TAXVNTo4meP4OreUlJiXbh9VZIXYjjYcA/qT1VSOl0OgwGg9fHUdODUkidH5reO5JIJH9aPOnYy8nJobS0FJ1OZ3eOnj869o4fP44QgqCgIJcpsnNZI+VNRMqb1J6a1gsJCfG468wXM86mMrDYutDcE++uusiI1Pml6b0jiUTyp6S8HM5oG4869tLT0+167bgaD+Oph5SzC2NVVZUWAbqQI1INPWevMUSk/JHaaywDi8H/QspXO4bGiBRSEomkSXBGL9G8uaVrT8WRGaeztF51dbUmgs6Hh5RqxhkSEuJSSJjNZq3Y/FwJqcrKSi3C8mcSUr5EpPyR2vOHqzn4V0ip3ZAyIuWYpveOJBLJnxJ7aT0hhEvrA3tCKjMzE7PZTFhYmMN0mD+FlHV9lKuUzunTpzGZTCiK4laqrry8XBMKns7ZMxgMHqXLGnpgcUONhwH/1kj5S0j56moOMrXnDk3vHUkkkj8l9oTUiRMnKCsrQ6/X14ssuTus2JGw8ed4GG8KzRMSEty6uKn1USEhIW4LBev6qPMxZw8u/IiUGsHzR2rPF1dzaNypPSmkJBKJpJHirNC8bdu29S4q7lgfOKqPKikp0dr8/ekhda4Lzd0VRefbjBN869pTI1INNR4GGmdEyp9CypcuQpBCSiKRSBo9rqwPrDGZTJpYchWRsocajYqNjXV68W0MHlLnq9AczgopZ75a9hBC+NS1p0akGmo8DDRNISWEkBEpN2h670gikfzpKCuDM5rFLeuDY8eOUV1dTVBQkN0okD869oQQHo+H8cTV/FwKqfPtal5RUaEVNTdEas+f9gdNqWtPFT8ghZQzmt47kkgkfzr27LH8TEyEmJizj7uyPmjXrp3dP+zuRqScCanTp09TVVWFoiguBZI3ESl3x8OcL1dz8H08TEBAgFdCxNfUXmMx5PRX156/DDnVaBRIIeWMpveOJBLJnw57aT1wPazYXlrPZDJpQskfHlJJSUkuL2jnskaqIVJ7voyH8caI0tfUnj8iUv5M7TWWYnMppNyj6b0jiUTyp8OekCouLtbSYB06dLBZ70xInThxgurqagwGg8MIkT+tD4xGo5ZKayxz9tTzaQgh5Q2NISLVFFN7Uki5R9N7RxKJ5E+Hs469pKSkehdYd6wPWrVq5dCF2Z9CShVGQUFBbgmQ8xmROl81Ur507EHTi0hJIXVh0fTekUQi+dPhrGOvbloPfLM+EEKcMw8pV2mt2tpaLcLU2FJ71dXVWmTHUyHlS8ceNK4RMY1JSPlqyKkKKUVRfBZAUkhJJBJJI6WkBM6UGNGp09nHHY2Gqaqq0qJF7dq1q3c8V4Xmp0+fpqKiAkVRnEabzoWHVG5uLmazGb1e75bIEUKct2JzNRql0+k8FjS+pPZMJpMmhBqqa89sNmuF4o2h2NzfESlfo1EghZREIpE0WtSOvaQksL4OO4pIHTp0CCEEkZGRdoWCu9YHLVq0cPqN/1x6SCUmJro1/LW0tFS7OLsrpCorKzVh4klqTxVSMTExHl8sfRFSqggC332kvI1IqZ8xNC1ncymk3KPpvSOJRPKnwlXHnrNhxfZSaf6wPgDOiYeUt4Xm4eHhbl/gL9Q5e0FBQV6nsnw15FTTeuCbCGqsNVJSSDmn6b0jiUTyp8KekKqurtYiS55YHwgh/GLGWV5ergmLhhRSvtZHne85e94Um/taHyWE8HlEjCqkgoODfRIKUkhdmDS9dySRSP5U2BNSBw8exGQyERERUU90OBNSubm5lJWVoSgK6enpdl/Pk469yMhIl1EdtUaqsbmaN8ScvYYYD1NVVaVd5L2NSPnD+kA9F2h8hpxSSDnH909HIpFIGgCTCdauhc2bLfetM3jWab26URV3OvZatmzpME3kSceeq2gUnI1IeWLGeT5czc+X9QH41rXnr4HF4L0Q8kfHHpyttZI1UhcWUkhJJJILjnnz4IEH4IwGAeCGG+C992DcOMejYcA9D6k2bdpQWlpKUVERpaWllJWVadvOnTsBWzHz448/snr1aqqqqqiqqmLXrl2AJbpzzTXX8OGHH5KcnAzARx99xOeff47JZKKmpkaLGk2aNImAgAC+/fZbOp1pP/zPf/7DjBkztNdRBdpHH33EvHnzmDlzJr169TrzmczjvffeQ6/XExAQgF6v58CBAwD8/vvvbN++nZ49ewKwZcsW5s6dS2BgIEFBQTY/V65cCZyNSOXn53PkyBFCQ0MJDQ0lJCREu21d8N7QESlfrQ/CwsK8vsj7S0jJ1N6FiUefziuvvMK8efPYu3cvISEh9O/fn9dee62ea7A1n3/+ObfddpvNY0FBQdovjEQikXjCvHkwYQIIYfv4yZOWx+fOPRuRqvu3acmSJVrq6pNPPqGsrIyCggIKCwspKCjg2muvBSz1UdOmTWPmzJkOz8P6wr1y5UreeeedemtOnTrFwoULbaIex48fZ8OGDfXW7tu3D8Dmb2NeXh571LZEK06cOMGJEydsipyPHTvGqlWr7J7rwYMHtUgTwI4dO3jttdccvjc4K6SWL1/OjTfeaHdNYGAgn332GZMmTSIvLw+AOXPmsGvXLiIiIuptI0eOpHv37oAlCrVv3z4iIiK0fb0RQ2pEqiHNOBtbak8KqfOLR5/O6tWrmTp1KhdffDG1tbU8+eSTjBgxgj179jj9BWrWrJn2RwLwapaSRCKRmEyWSJStiMoC9iHEUSCTm28+ik43H4AXXniBhx56SEuVvPfee9peH3zwQb3jr1mzBoAuXbpw+PBhAgMDCQ8PJzw8nIiICMxmMxkZGQQFBdmk7a644goCAgIIDg4mKCiI999/n+zsbO644w769etnk1q78cYb6d27NwaDgZ9++on33nuPnj178uabbwK23laTJk2iX79+gEUwjB07FoDvvvuOsLAwOlsVho0aNYqkpCRMJhMmk4na2lqeeuopsrOzufPOO22ic126dGHatGlUV1djNBptfv7222/k5uZq52EwGEhNTaWiooKKigqbVn91lA5YxB1YBJ0aOatLfHy8JqQ2bNjAyJEjbZ7v27cvkZGRREdH89xzz3HzzTcDcPjwYd5//32ioqKIiooiOjpau61eWy50M05ovIacUkg5x6NPZ+nSpTb3P//8c5o3b87WrVsZNGiQw/0URfGo2FEikUjssXatbTrPwlPAf7V7VkEaqqurycnJ0QrH1T/mbdu2ZeLEiURHRxMTE0N0dDTBwcGaULnyyitp27ZtvSjTk08+SUZGBtdff71Nau+aa67hmmuuASxpqqeffhqA6dOn16tn6tSpk5a6+/bbbwG4+uqrGTJkSL33m5aWpgm2ZcuWaec+bty4emvbt29vk66srKzkzjvvBOCZZ56xKWa/9NJLufTSS+sdA87WfnXp0gWA8ePHM378eO15IQRVVVWasIqJiQHORtReeuklUlJSKC0trbdZd1DqdDrS0tIoKSnRUntms5nCwkIKCwupqanR1h44cIC33nrL7vmqqBGpXbt2cdtttxEbG0tcXJzNFhsbS69evWw6MhvLeBiQEakLFZ8+HTU3rf5HckRZWRlpaWmYzWZ69erFyy+/bPNNqi5Go1HrOoCzoVuJRPLn5kzTWh0uOrOln9nygTm0atWK5cuX2wgINVIyffp0brjhBpujLFiwgNraWlq3bk27du3sRs5XrFgBwLBhwxye46+//ooQgnbt2rksCl+3bh0A/fv3d7oOYNOmTQBcfPHFLtcC7N69G5PJRGxsrFaf5YqysjIyMzMBHP6NVhSFkJAQQkJCtHqoiooK7bO96667iIuLc/laI0aMIDMzk02bNnHJJZeQlJTEtm3bKCwspKioyKaYPzU1lUcffZSioiLteXXLysrCaDRqxfHZ2dls3brV4eu+8cYbPPLII4ClVkxN5x48eJBrrrmGxMREEhISSEhIYNCgQVoETZwJg9r7vVCFlK+pPVlsfmHi9adjNpt58MEHueyyy7RvLvbo0KEDn376Kd26daO4uJg333yT/v37s3v3boftvq+88grPP/+8t6cmkUiaKPZ1yRNnNpUxAEyZMsXGVPPAgQNkZGQQEBBQL6UElvopgJEjR9q9WBYWFrJlyxYAhg4d6vAcV69eDcDll1/u9L3k5uZqxe2OokPWbD7TnuiukNq+fTsAPXv2dLucQq3HSkxMdEsMqahF7TExMR7tB5a0HVgK/BMTE+1mLzp16sTrr79ud//hw4ezYsUKLXLXq1cvFi5cSF5eHvn5+eTl5dncto5G5eXlaV/ay8rKWLhwoc2x33jjDU1Ibd26lQEDBtgILfX27jMeHE0tIqVGBaWQco7Xn87UqVP5448/+PXXX52u69evn5bjB8s3r44dO/LRRx8xffp0u/s88cQTPPTQQ9r9kpISt1qDJRJJ02bgQEhJgRMn6hebWygFLCkw63QUWDrrAAYPHlyvnkYIYSOk7LFy5UqEEHTs2NFphMddIbV+/XrAEvlxZUQphNAiUn379nW6VmXHjh0A9OjRw631AH/88QeA0y/H9lDTes4ajxyhWk44cpJ3Rd3h0PHx8YwePdqtfQcPHsx9993He++9x4gRIxg/fjynTp0iJyeHnJwcunbtqq3NycnBaDRy9OhRzSesLqqQ2r59OyNHjiQ5OZnk5GRSUlK028nJyXTp0sVutLKxCSkZkXIPrz6de++9l4ULF7JmzRq3TOSsMRgM9OzZU/smZg9frP4lEknTRa+Hd9+1dOfVRVFAiEWAkXbt2tUTAz/88AMAY8aMqbdvRkYGx44dIygoiCuuuMLua7uT1ispKWHbtm2AayH122+/Ae6l9U6cOMGpU6fQ6/WahYErrCNS7qIKKWelF/ZQhZQ9uwlX+CKkhBD1hJQnBAcHaxGp/v37c9dddzlcO3z4cI4cOWIjtNTby5Yt4+DBg1qZS1ZWlrZG/X2w5s033+Thhx8GLCnY+++/n+TkZK1ea926dZhMJtLS0ryq3ZKGnOcXjz4dIQT33Xcf33//PatWrXI5a8oeJpOJXbt2MWrUKI/3lUgkknHj4JlnoG72PyUFUlK+Y/16SzTKOp2Vn5+vRc/VonBr1GjU5Zdf7jA9446Q+u233zCbzbRq1cplFN2T+ig1rde5c2e30kcmk0nzuzofESlHdhPuoKb2Wrdu7fG+p0+fpqqqCkVR3K4Dq4u7JqeBgYGkp6fbdbyfPHkyBw8e1Cwjhg4dyvbt2zl+/LhmVXHixAntvrVoPHToEL/88ovN8e644w7t9owZM3jggQcAi3XGvHnzSEtLIz09nbS0NLvRTBmROr949OlMnTqVWbNmsWDBAiIiIjQjucjISK04bsqUKSQnJ/PKK68AlvbjSy+9lLZt21JUVMQbb7zB0aNH+etf/+rntyKRSP4snOm05+qrYdIkS+1U794VJCYuBmBCnZDV4sWLMZlMdOvWze6F0FVa79ixYxw4cAC9Xu800uRuWs9oNGr1Vp4IKXfTegcPHqS8vJyQkBCPxM2FltpTo1FJSUleiwZPx+7Yo64bfFhYGD169HBLxPbq1Yv//e9/HDp0iOeeew6A7t27c/ToUYqKimzOa8uWLZqoUomMjNSE1f3338/QoUM1IaX+9BYppNzDo09H9V0ZPHiwzeOfffYZt956K2D5xbb+oAoLC7nzzjs5deoU0dHR9O7dm3Xr1mntvxKJROIJ1dXw3XeW2w89BGombt68pVRUVJCenq65fas4S+uVlZWxdu1awLGQ+vnnn4GzPkeOcFdIbd++HaPRSFxcnI1vlCM8LTRX66O6du1q4z7ujIKCAk1UePL3WQjhtZCqqqrS/Ke8iUj5ktZT8XTsjj2sBz17SkpKCjfddBOZmZk899xzBAcHa/9+xcXFNgIxNjaW8ePHk5mZydGjR8nLy6O4uJidO3eyc+dOJk+eDJwVUJdddhnx8fG0a9eOtm3balu7du3o2LGjyy5DVUipXmG+IIXUGYT96k4b6jrrvvPOO3YdfyUSicQbli2DwkJLFMravu67M+pq3LhxNmk9o9GoeeDZE1K//PIL1dXVtGrVyu7YGHAvrVdeXq5FmVwJKeu0nquOOrPZ7FPHnruonWdpaWkeuYSfPHmSsrIy9Hq9x1GlzMxMhBCEh4d7JUJ8FVImk0mbR+hLRMrbQc/WqF5a1qm6uqJ94MCBDBw4ULtfXl6uFb8fPXqUSy65RHtc5fTp05w+fVr7nVOZPXu2ZgGyY8cOFixYYCO4YmJiZETKTeSsPYlEckHx9deWn9dfbyk+B4tYUlvX63brrVq1irKyMpKSkujdu3e947myPRBCuCWk1q1bR21tLampqXbTh3XXgntpvYMHD1JcXExwcLDbKbeG6Nhr3bq1x+k167SeNxMvfBVSubm5mM1mdDqdx0OaVYQQPkWkVLyZNxgWFmZj8AqWaJQakcrMzKSgoICDBw9y4MABDh48qN22toFYvXq1llZUUd3jwVaYeYsUUhKJRNIIqKiA+fMtt639NFesWEFJSQktWrSo58mkpvWuueaaen/E3bE9+OOPP8jNzSU0NNSp35N1Ws+ZKBBCeNSxp0ajevbs6VaKRQhxXjv2GqrQHHwXUmpaLyEhwe0UaF1KSko0v6XzLaTsoY68AUuULS0tzeXvQadOnbjjjjs0sZWdna05zIOtCeknn3zCO++8owm4Tp060bFjR9q3b+/UtkEKKYlEImkELFoE5eWQng5nshiAbVrP+g+1EMJpfdTevXs5evQogYGBLm0PLr/8cqcRF3fro44ePcqpU6cICAigT58+TteC547mp06dIjc3F51OZ+OD5IoLrdAcfBdS/iw0Dw8P98mR3F9CSrVQCAoKcru2afjw4QwfPly7X15ezqFDh3jnnXf4/PPPbQTi77//zp49e+oN09bpdLRp04b58+drEbKCggKCg4MJDQ2VQkoikUgaA7NnW37ecIPFNwos7svzz4Sp6qb1duzYwfHjxwkNDbU7y87a9sBR4a07ab3KykpN8LhbH9WrVy+3Lrze1kd16NDBbadtIUSDCCl/RaSsB0h7ghqRauj6KPB/RMqXIcxhYWF069ZNqxm0PtaTTz7J1VdfrYkpdSsqKuLAgQM2A7pffvll3n77bdLS0rSI3/79+9m9ezcdOnTwvvbKZDp7e80aGDHibJ6/AZBCSiKRXBAUF8Nii7sBN9549vFVq1ZRWFhIfHy8TSEunE3rjRgxwq5ocZXWq66u1iJNzoTUhg0bqK6uJikpyab2xB6epPVqamo0YeSpo7knab1Tp05RUFCATqfz2FSzoSJSVVVVWqG4r6m9hurYs6aoqAjwX0TKlyHMKqrTuvX/naSkJJKSkrjyyiu1x4QQ5OTksHfvXm3+IliMSYUQ2vxGsAzf7tKlC8HBwRw5ckQbCZSdnU1kZKTreYXz5sH995+9P2qUxUTu3XctJnMNQNOLsUkkkibJ/PlgNELHjmCdsVLTetdee229OhdXtgdr1qwBHAupjRs3Ul5eTvPmzZ1GatytjwLPCs13795NVVUVkZGRLgWaiiq8PCk0Vzv22rZt61F6qqqqSrtIeirAzGazzZw9T8nKygIs0RNvxYc/U3uNJSKlCilfIlIq6hBlVyNrFEUhMTGxnjXSN998Q25uLqtXr9a+iCQnJ2tpUOvo1dSpU4mIiOCiiy7ixhtv5LXXXmPZsmVaxA+wiKgJE84ayamcOGF5fN4879+sD0ghJZFILgjUbr0bbzyb1jOZTHz//fdAfRPO48ePs23bNhRFsTt7beXKlVRXV5Oenu4wmqKm9YYOHeq0tsPd+qjS0lLNcdx6Bqkj1HRhnz593K4t8SYi5W1a78CBAwghiIqK8lhInDp1iqqqKvR6vVcRJev6KG86/sA/qb26Zpze4u/Unj8jUr7M/ouPj2fQoEHa79aUKVMoLi7mjz/+sPl3y87O1jzJvv76ax5//HGuvPJKEhISaNu2LaK2Fh54AIQgDzBbv4hqzfTgg7Zpv/OETO1JJJJGz+nTsHy55fZf/nL28d9++43c3Fyio6PrFYur0aj+/fvbvci5sj0A9+qjjEYjGzZsAFwLqU2bNmE2m2nZsqVbc0o9dTQvKSnR5ph6Y33g7Yy9Dh06eCxm1LRey5YtvTJ8bCxmnP6ukXI1wNoV/oxI2UvteYu1J5VOp6snXjdu3MipU6fYsWOHtm3fvp0DBw4QGxuL8uuvcPw4AFcAnYGvrQ8gBGRlwdq1UCcydq6RQkoikTR6vvvO8kWzVy+w9sycO3cuYEnd1b0YO0vruWN7UFJSwsaNGwFLRMoRmzZtoqqqiubNm7tMb6lpvcsuu8zpOhVPC83VaFdKSgpxcXFu7QMN07HX0NYH0DRTe/4oNldxN7XnDu6YeyYmJnLVVVdx1VVXaY+VlZVZxOqZ/4s1QCYw0dFBzvybnk+kkJJIJI0etVvPusjcbDYz70xNRN1uvZKSEm0QrD0htW/fPjIzMwkMDLTbzQeWdJ3JZKJt27ZOu8LUtN6gQYP8Wh9VUVGhCRxPO/Y8iUaZzWatRurPZH1g7WreGIrN/V0j1VhSeyreuqSHh4db3suZf28DUAAYHe3gw7+lt8gaKYlE0qg5ftwSrQeLm7nKpk2bOHHiBBERETYeOGDpDKqpqaFdu3Z2L/JqNGrQoEE+2R6A+/VRZrOZ9evXA+4Jqe3bt2MymUhMTCQ5OdnlevCuPurYsWOUlZVhMBjcmvtnjSqkPC00h4YXUv5wNYfGJ6T8GZE6V6k9rxg40NKdpygYgHoyUVEgNdWy7jwjhZREImnUfPutpfxhwACwvmaq3XpXX311vW/M1mk9e1EiV2k9cE9I1dTUaFEmV0IqIyOD4uJiQkND6datm9O1YFsf5W79kS8dexdddJFHtUpCiCbhap6YmOi1qzmcrZHyRYwJIRplROp8p/acotdbLA7gbLeJinp/xowG8ZOSQkoikTRq1G4965EwQghNSNVN69XW1rJo0SLAflqvvLxciyI5ElLZ2dns2bMHRVEcOp4DbNmyhYqKCmJiYlwWaquC65JLLnHrYuJpfVR1dbUmis5Hx15OTg4lJSXodDq3rRms8SUiJYTwm5DyJa3nrzl75eXlmM50mzUm+wN/pvbUMTo+DUAeNw7mzoW6NW0pKZbHG8hHStZISSSSRsuhQ7B5M+h0MNGqunT79u0cOXKEkJAQm8JUsAiWgoICYmJi7KbQVNuDtLQ0hympn3/+GYDevXsTExPj8Pys66Nc2RN4YsQJno+GycjIoLq6msjISJdDk63xtWMvPT2doKAgj/YtLS3VBIg3Eam8vDyqqqpQFMXttGdd/FFoXlpaqg0I9secPYPB4LYbvSP8aX+gRqQaRWpPZdw4GDYMIiMt9xcvbnBncxmRkkgkjRY1GjV0KFhnTtRo1KhRo+rVOKlpvdGjR9v9o+0v2wNwvz4KPCs0Lyws1GwM3BVSan1Ujx49PLIiaMiOvdjYWCLVC6IHHD16FLCk5TwVcSr+9JAKDQ31SQBZWx9464ml0lgjUqqQ8sbqoh7WomnQoAYVUSCFlEQiacRYm3CqOEvrCSFYsGAB4L3tgRDCLSFVW1vLr7/+CrgWUqdPn+bAgQMAXHrppU7XgiVlCJa0l7OImDVqfZQnab3a2loyMjIA74VUQxaaeztjD/zrIdVYzDjh3BSbN4oaqUaMFFISiaRR8scfls1ggOuuO/v4nj172LdvH4GBgfUcy/ft28fBgwcJDAy0mQWmsn//fo4cOeLU9mDfvn1kZ2cTHBzs1O9p+/btlJWVERkZ6bJ4XO3W69ixo1vCyNO0HthGpNzl0KFDGI1GQkJCaNWqldv7ARd0oTk0TQ8pODfF5o0qtdcIkUJKIpE0StRo1MiRYG32rEajRowYQbNmzWz2UdN6V1xxhd1v5Go0auDAgQ4vNGo0asCAAU6/iatpvYEDB7rs+jrXRpxCCK+sD9Ti9M6dO7s9gkblQvaQAv+m9hqTkJIRqfOPFFISiaTRIYR9E04462ZeN60HOE3rgf9sD+Dc1UeB56NhMjMzKS4uJjAwkI4dO7q1D3hfH2U0Gjly5Ahw4QopNSLVlMw4oekZcl4ISCElkUgaHVu2wOHDEBoK11xz9vEDBw6wa9cuAgIC6oml3NxcLYV2jfVOZ6ioqHBpe1BbW8vKlSsB50LKZDKx9oxLqCshVV1drQkjd4TUiRMnyM7ORqfTuR1dUuujunTp4lExr7cde4cOHcJsNhMREUFiYqJH+0LDp/Zqa2s1V/PGEJEqKioC/CukfI1ICSFkas9NpJCSSCSNDjUaNWYMWDflqWm9IUOG1Ks1WrRoEUIIevbsSWpqar1jrly5EqPRSMuWLR1GbbZs2UJJSQkxMTFOa4127txJcXExERERLsXOjh07qKqqIiYmhvbWgwIdoIquzp07O3Rdt/ca4Fl9FPjesXfRRRd53GVWW1urdd01BldzX0RQYys2N5lMVFRUAL5HpFRbB2hEPlKNFCmkJBJJo8Jshm++sdy2NuEEHHbrwdn6qLFjx9o9rie2B0OGDHFa96RGti677DKXFwbrtJ47osPTtB5417FnNBrZv38/4LmQ8qXQPCsri9raWoKCgryKBlVVVWnRJG+FlJrW89XVvLGl9srLy7Xbvkak1LQeyNSeK6SQkkgkjYq1ayE72+K3Z+21mZmZyZYtW9DpdFx77bU2+1RWVrJs2TLAe9sDODf1UZ4acXpaaA7eRaT27duHyWQiMjLSY1NLfxSat2rVyuMCd4Djx48DFu8md60h6uKPQnPwv5CKsu6q8AK10Fyn0/ksftS0nqIoBAYG+nQs8LOPVCNDCimJRNKoULv1xo0Da6/FefPmARYX8bqplF9++YWKigpSUlLsiokDBw5w+PBhDAaDQ9uD8vJyLXrkTEiZzWbWrFkDuBZSQgiPCs2FEB4Lqby8PE1cdO/e3a194GzHXpcuXTxOzzVkx56aFmzZsqXX5pX+8JCCxheRsq6P8tXY07rQ3NdjgYxISSQSyXmhpgbmzLHcrtut505az9WQ4oEDBzpMeaxdu5aamhrS09OdFkHv3r2bgoICQkND6dOnj9P3c+zYMbKzs9Hr9W4Jo4MHD1JUVERQUBBdu3Z1uR7ORqPatm3rUTrH20JzIYRfXM0vdA8pIYRWI9UYhZSv+LNjD5q2kGp670gikVxwmEyWlN7SpZCfD3FxYD0rODs7W4vsXGftzoklQvTjjz8C/rM9cPYNXE3r9e/f32WaQj3nnj17ujVCRI1G9ezZ0+0UiDf1UeB9oXleXh6FhYUoikK7du082hcah/WBP1J7ZWVlGI1GoPEUmzfWOXvQtIWUjEhJJJIGZd48SE+3CKfXXrM8VlkJZ4JMAHz//fcA9OvXr149z9atWzl58iTh4eEMHjy43vErKipYtWoV0HD+UefKiBPOf8eeWmielpbm1UXWXxEpX8bD+NNDKiQkxO3uSnsIIWRE6gJHCimJRNJgzJsHEybAmRIfjfJyy+NnyqI0E84JEybUO4aa1rvqqqvsDrBdtWoVRqOR1NRUOnXqZPc8cnNz+f333wEc1lCB5aLnbn0UeG7E6c1oGG8iUuXl5ZqgOZ/DioUQTSYi5a/6qKqqKs1qoDFFpPwtpJqy/UHTe0cSieSCwGSCBx6wuJjXx4wQxdx7bxEREUe0KNC4ceO0FZ9++ilHjhzhww8/BCwXtilTplBdXU1ISAifffYZcDatZzQaueSSSzCbzTabwWDg0UcfBSxRnRdeeIGVK1ei0+lQFMXmp9FoJDc3l+DgYPr27curr77K6tWrCQgIwGAw2GzWY1v69+/P4sWL2bVrF8HBwXa3yy67TBNF7du35+TJk4SFhREWFuawRb+iokITNp4IqT179gCWlJSnQsAXIZWfn09JSQmAx7P9VPwppPwxsNhf9VE6nc7nSJI/I1Iytec+Te8dSSSSC4K1a+tHomAosBUoAQQnT8KIEZZnDAYD6enp2sqPP/6YjRs3avdVsQWWNvLPPvuMyspKvj7TBpibm6td/KwJDAzkf//7HwBXXnklu3fv1jraHDFgwACCgoLYvn07S5cudbo2NTWVlJQUnnnmGU3c2WPp0qVUVlbSrFkzvvrqK9577z3tuaCgIE1UhYWFsWTJEtLT09m1axdms5ng4GBeeeUVmjVrRkREBM2aNdO2QYMGaTMJq6qqUBTFpmPPU6zNOD1FjYK1aNHCqwu0EMIvrubq74E/IlL+qo+KioryuTuuMUekmrL9gRRSEomkQThTplKHcqDY6n4IimJECHO9VND48eM5ffo0hw8fpmvXrtxwww0EBQURGBioFXb/97//JS8vj4SEBD744AMMBgM6nc5my8nJ4eabbwbgjjvuoLKykmnTpiGEwGw2az9NJhN33HGHzfqpU6cycuRIamtrqampsdm++uor/vjjD63LcMCAAQghqKqqwmg0UlVVZbP98ssvAAwePBiz2YyiKIgz4Tqj0YjRaKSgoABAi1CpHlVVVVX885//tPs57969W0tpvvrqqzz//PPa/lu3bqVv375ERUURHR3NSy+9RNu2bQFLDVVGRob2XHR0NFFRUT6Zcfqa1svLy9PEoKfeVyqqq7ler/cpmtTYrA9A1kg1FE3vHUkkkgsC+1mVzwEFiDqzvY8QD9GyZUstTaYyatQoHnvsMQBmz55dr43fbDbz9ttvA/D444/X6/ZTefTRRxFCcOWVVzrtQvv555/JycmhWbNmWq3WoEGDGDRoUL21JSUlPP/88wBMnjwZgNtvv53bb7/d4fHV8584cSI33XQT7733HlVVVZSXl9fbEhISAFi4cCEAV199Nd26daOkpMRmKy0ttblAq2k1k8kEQHFxsVbgDvDMM89ot7/77juee+45h+erjiIBS6H+4sWLiYuLIzY2lri4uHq3A/6fvauOb+p8vyf1ltJCsQIFinvpcJfhNhjussEGY8CwwWDYcB0wbNiAMdzdYbi7W4GWtpS6S5Lz+yO7b5M2SWP7fdl2z+dzP22T933y3vTKuY+cx8HBZonm3t7eevPhTIEU1suXL9+/StUckEN7/yv8+/ZIhgwZ/wjUqwf4+GQM72mHi+JhZzcbajUwceLETDfOWbNmAdDIIejTQjp06BCePXsGT09PfPnll3rXkJiYiLVr1wIAvv32W6Prlcb16NEjSymDPXv2IDk5GaVLl0aVKlWMjgU0OUuPHj2Co6OjaLisUCjg6uoKV1dX5M6dO9Oc6Oho0Th50aJFJnl55s2bh+HDh6No0aIgiV27dsHR0RHR0dGIioqCj4+PGFuwYEHUq1dPvBcVFaXTgkQ7x+nixYv4+eefDX7uuXPnUK9ePeGRunLlCgYOHIh8+fIhb968yJcvn/i9WLFiBr0g2mKclsIWGlKA7XOkbEGk/gmhPZlIyZAhQ4aNYG8PLFqkqc7LCIUCIJdCrQ5D8eLF0bdvX533X758iS1/dTaeMGGCXvsLFiwAAHz11VcGn9C3bt2KqKgo+Pr6GpVGiIyMFMrqhkiZNjZt2gQA6NWrl0l5L5LYaLNmzeDp6ZnleAA4duwYlEolypYta3KozN7eHjdv3gRJlClTRid5PyMGDBiAAQMG6Lw2e/Zs/PDDD2jUqJGO965OnToYM2YMIiIiEB4ejvDwcPF7ZGSkIIJSbtbTp09FrlVGSKQLAHbs2IG1a9cKoiXNcXZ2xuPHj1G0aFGzb/Qfa3uYj80jJRMp0/Hv2yMZMmT8Y6BWa35qiFP66wUKxCImZh7i44HJkydnSlCdM2cO1Go1mjdvrtfjc+PGDVFNN2zYML2fTRLLli0DAAwePNhomOePP/5ASkoK/Pz8svQwBQcHi3ynHj16GB0rwZi8gyFIIqSSB8tUnDhxAgDQtGlTs+YBwOXLlwEArVu31um/1qRJE4P6WyqVCgqFAikpKSI8O336dKjVarx//x7v379HWFiY+F07efvBgwc4duxYJpvnzp1DuXLldEjXvn37sHXrVhQoUEDvJmk92bo9zMcixgl8vIKcUq4hIBMpGTJkyLAZUlOBH37Q/D5xokaQMyREkzt19uwiTJ0aiTJlymQiI0FBQVi/fj0A4Mcff9RrW/JGde3aVSdcpY2rV6/i1q1bcHZ2Npq7RFKE9QYMGJClh2nr1q1Qq9WoXbu2SblAz549w7179+Dg4GBQmT0jlEqlkHVo06aNSXMkWEqk1Gq1CCXqywszBImg3r17F6mpqcidOzfGjx9vkqeuc+fOKFq0qCBZmzdvxvv375E/f34kJSXpkKEbN26ICk19uHDhAurUqSNCe48ePcLKlStRqFAhFCpUCIULF4anp6fJlXO28khFR0cD+Hd7pCQNKUAmUjJkyJBhM6xaBbx8CeTLB4wZA0gP0VFRUWjfXpMkPmXKlEyeovnz5yMtLQ3169dH3bp1M9l9+/YtdvzVsG/UqFEGP1/yRnXr1k1vDpKEW7du4e7du3B2dhaJ48YghfVMGQukh/UaN24MLy8vk+ZcvnwZkZGR8PLyQq1atUyaAwABAQF4+fIlHBwc9KrAG8PDhw8RFRWFbNmymd2OBoCQqqhevbrJZKVChQpCooEkNm7cCEDjjcvoGWzbti28vLwQHByss7179w4JCQmCdEkJ6+fPnxfEUIK7uzsKFSqErVu3ws/PD4AmDBkUFITChQvDx8cHrq6uH2WfPeDjzZGSwnqATKRkyJAhwyaIjQX+KmrDlCnpJArQeJNiYmJQsWJFdO7cWWdeWFgYVq1aBcBwbtTixYuhUqnQqFEjgzf8sLAwbN++HYBGwsAY1qxZA0CT1J4V0Xn06BFu374NBwcHdOnSxehYCZaE9aRqvZYtW5p1Y5K8UTVr1jTbayEputepU8eim6E2kbIE7969Q0REBOzt7fUWF1SvXt2g7bi4OFEgIMk3fP7551CpVHj79i0CAwMRERGB+Ph4PH78WOe7+f333zFjxgzxd548eVCwYEFBNCRVckDjtbOzM69hiLaOlLX4WKv2tImUrCMlQ4YMGTbAvHlAeDhQqhSgnbv94cMHLFq0CADw008/ZbopLVq0CElJSahatare0FRMTAxWr14NABg9erTBz1+zZg1SU1NRrVo1o+1YEhMTsXnzZgDIlHitD3/88QcADcEx5uWS8OrVK9y6dQv29vZo3759luMlWJofdfz4cQCW5UdJRErKSTIXUvubGjVqWDRfauFTpkwZs70kErFITEwUlX+rVq3S+R8lJiYiMDAQgYGBOuFgDw8PlClTBoGBgUhISMCHDx9EWA/QJQaTJ0/GypUrUbRoUZ2tWLFiKFq0KHx9fTOR0P9Csvm/3SMF/gMQExNDAIyJiflfL0WGDBlW4t070s2NBMhdu3TfGz16NAGwSpUqVKvVOu9FRUXRw8ODALhnzx69tufPn08ALFu2LFUqld4xaWlpLFSoEAFww4YNRte6ceNGAmDRokUN2pOgUqlYpEgRAuDWrVuNjpUwd+5cAmDjxo1NGk+SL168IAA6ODgwKirK5HlKpZI5c+YkAF66dMnkeSSpVquZP39+AuCff/5p1lySjIiIIAACYEREhNnzSXL69OkEwB49elg0nyRv3bpFAMyVK5fZc9VqNSMiInjnzh3+9NNPBEAvLy+mpqaKMT179hT7qW978eKFGLtnzx5OnTqVBQsWJADu2LEj0zFvLjw9PQmAT548scoOSfbo0YMAuHDhQqtthYaGEgAVCoXVtkiS8fGaCwig+f1vgDm8419IDWXIkPExY8oUIDERqFUL0NbIDA0NFXlLP/30U6Y8mqVLlyI2Nhbly5fXm5SdlpaGxYsXAwBGjhxpMMRy8OBBBAYGInfu3FmG36SwXv/+/bMM2Vy6dAlv3rxB9uzZTfYUWRPWq1evnlnhoJs3byIqKgqenp5mNUUGNHITISEhcHJysig0J4l+lihRwuQ8sIyQPFL+/v4WzQfSw3ply5Y1e65CoYCXlxe8vLxEmLJmzZo6Hqnly5dj9OjRCAgIyLS9fftWR/9q165dIp8O0CTWe3p6omTJkihZsiSWLl0qviulUpmlJ4fkRx/a+1d6oyCH9mTIkPH/iMePgb8K4DBvnkb2QMKsWbOQlJSEmjVrZtJ0io+PFyG/8ePH6yU1O3fuRGBgIPLmzYtevXoZXINE1r788kujYYvnz5/j3LlzsLOzQ79+/bLcN+mm2LFjxywFOwGNuOS1a9egUCgMqq7rgxTWs7Ra79NPPzX7hiaF9WrUqGFRqEciHpaG9QAI6YRKlSpZbEMiUpb0CdSGIYV2Dw8P+Pv76yV7JHUeDpo1awYnJyesW7cOgIaoxcTE4MaNG7h165aoTAU0YeVDhw4JklWqVCnxe8mSJeHu7o7k5GSo/9IT+ViTzWUiJUOGDBlWYtw4jXZU+/ZAnTrprwcGBmLlypUAgGnTpmXyRq1atQoREREoXry4Xi8SSSF5MGTIEIMX/6dPn+LkyZNQKBQYNGiQ0bVKN7jmzZujUKFCRsempqaK5HVTq/Ukgc/69euLli9ZITY2VjRn/v/Uj7I2P8raRPP4+Hi8ePECgHVE6vHjxwAs80hpIyAgAICuuntWyHhM9+7dG02bNsW6desEiXrz5g2eP3+O0NBQHZ2u58+fC6FTSctL225iYqLwRgHA2bNnUbFiRRQpUsTs5HcJMpEyHf/OvZIhQ8ZHh/Pngf37NYrmf3V3EZgxYwZSU1PRoEEDNG7cWOe95ORkzJ8/H4CmZ56+i/G5c+dw8+ZNuLi4YPDgwQbXsHz5cgAab46vr6/BcUqlUngETFEyP3LkCKKiopA/f340atQoy/GAZWE9Sc1c8kiYivj4eFy6dAmAdUTKHP0oCSStTjS/f/8+SMLb29tk0qkPf7dHyly8e/cOgKbvX/bs2XXkHrRx7NgxvHjxAs+fP8ezZ8/w/Plz8Xu2bNng4uKCoL96LdnZ2aFdu3YAADc3N5QpUwblypUT22effWaS/IQtQ3uSjpRMpGTIkCHDQpDAX/2FMWAAoH0fCwgIEIKX+rxR69evR0hICHx8fNCnTx+99iVvVN++fQ3q+sTHxwtylJXkweHDhxEaGoo8efKY5PmRwno9evQwqRHuu3fvBLEx1qYlI6T8KHO9UefOnUNaWhp8fX1NbicjISgoCAEBAbCzs0Pt2rXNmgto/r/h4eFwdHS02Jtki/wolUqFZ8+eAbCeSFnikdIHSWW9YMGCRse5u7sbDBlKzaMjIiIAaMhT0aJF8fTpUyQmJuLWrVu4deuW+ByJZAGaBxi1Wi1IVokSJUTOl+yRMh3/zr2SIUPGR4Xdu4ErVwA3N2DyZN33pk2bBqVSiaZNm2YKHaWlpWHOnDkAgDFjxuiEOyQ8ffpU5A2NGDHC4Bo2bdqE2NhYlChRIkuvjETs+vTpo/cztRETEyM+39ywXp06dUzu+aZSqXD48GEA1qmZmyqGKUESraxcubJFScySN8rf39/im7JEpKwJ671+/RopKSlwcXFBkSJFLLYTGxsrSIu1RErySGVFpIxByseT1lSqVCncvHkTSqUSr169wuPHj0VTbA8PD525y5cvF2QO0BCdkiVLoly5cmJttiRS/0YNKUAmUjJkyPibkZaW3gpm9GhNCxgJz58/F2rV06ZNyzR3y5YteP36NfLkyWNQx+nnn38GoPHSlC5dWu8YavXVGzJkiNG8kZCQEBw6dAiAaWG9Xbt2ISUlBeXKlTPZY2JJWO/q1asIDw9Hjhw5UEc7wcwE2CI/ypKwHvDxJZqXKlXKJK+hIUjeqFy5cmUiJuZCIivWNlAGgPDwcAAQ2lgODg4oVaoUSpUqpeOFkqBWq/Hdd98JkvXo0SMhSPr48WM4OzsDSCdSnTp1gpeXF/z9/VGpUiX4+fmZTKxlj5QMGTJkWIHVq4Hnz4G8eTVEShtTp06FSqVCmzZtMt1o1Wo1Zv2VTDVy5Ei9lXAfPnzAhg0bABhvB3P+/Hk8ePAAbm5uWVbgbdiwASqVCrVr1zYpKVkS4ezZs6dJ3p7Q0FDh5TEnrCd5vVq0aGHWk31wcDAePnwIhUKBTz/91OR5EmwlxGlporlKpcL9+/cBWBfa+18mmhuCqaE9UyARqVy5cpk03s7ODmPGjBF/k0RQUJAgVRMnTkRKSgqyZ8+OuLg40cpIG8WLF0elSpXQqlUrow8dMpGSIUOGDAsRF5feCmbSJED7Afbhw4dCNfynn37KNHf37t148uQJcuTIgW+++Uav/RUrViA5ORlVqlQx6jGRvFE9e/Y0qr1ErQbFpnijgoKCcObMGQDI1FzZEPbs2QOSqFGjho6uUFawND9K8kZVqVLF5JushA8fPuDRo0cAoLevYVZIS0sT+TmWeqRevnyJhIQEuLi4mJVgnxEfW6I5YJvQnoSMHilzoVAoRAPn5s2bY+zYsQA0mlT29vbYunUr7t69i7t37+LOnTsIDg7Gy5cv8fLlS3h6eorzJTU1Fa1atUKFChWE90rK45KJlAwZMmSYifnzgbAwoGRJ4KuvdN+bMmUKSKJDhw6ZeuKRxMyZMwEAw4YN0xtCSU5OFgRp1KhRBr1BISEhIicpqyTzc+fO4cWLF3B3dzepV96WLVtAEvXq1TNaBagNqaGyOWG9169f48GDB7C3t0eLFi1MngdYF9a7cOECAKB8+fIW3aDv3buH5ORk5MiRAyVKlDB7PpCeH1WxYkWrbsSSR+pjSTQH0j1Sf0dozxqkpKSISrvs2bPDzc0NXbt2RdeuXXU+TyJVFStWFK8/fvwYp06dwqlTp8RrUij1/fv3OHr0qNnHcCaoVOm/nzsHNGumKQf+H8EsgYlZs2ahWrVqyJ49O/LmzYv27dvj6dOnWc7bsWOH6I9UsWJFkTApQ4aMfy9CQoC/iukwcyagHY26c+cOdu7cCYVCgamSy0oLR44cwe3bt5EtWzYMGzZMr/1NmzYhLCwMhQoVMkpKVq1aBaVSiTp16mSZYyN5o7p162aSqKF2WM8UhIWFCR2ojh07mjQHSA/r1alTxyxlcJI4efIkAI0ApLmQQpCW5kdph/Us1TOyRX4USZuF9v6tHiltaGtSGToPcufOjcaNG2PUqFE6x5aPjw/Wr1+P7777Do0aNULOnDmh+ov4xMTECA8loNn/YcOGYdOmTXj27JkQFDWK3buBcuXS/27VCvD11bz+v4I5vWeaN2/O3377jQ8ePOCdO3fYqlUrFi5cmPFGet1cvHiR9vb2nDt3Lh89esQff/yRjo6OvH//vsmfK/fakyHjn4evv9a0wqpRg8zYQuyzzz4jAHbr1i3TPLVazdq1axMAR48erde2SqVi2bJlCYDz5883uIbU1FTRI27z5s1G1xsVFUVXV1cC4OXLl7Pcv/v37xMAHR0dTe4f9+uvv4peguagWbNmBMB58+aZNe/u3bsEQDc3NyYnJ5s1lySrVKli0ndnCH379iUATpw40aL5JNm6dWsC4NKlSy228f79e9HrLTEx0WI7JMVxd/z4cavsJCYmWt1/UBv169cnAG7bts1qW69evSIAurq6Wm1LrVZz3bp1BMACBQrw5s2b4r0dO3bo9CLMkSMHmzZtyvHjx3Pv3r2Zv5ddu0iFIr3PnrQpFJotY/NOK2AO77CqaXFYWFiWTSy7dOnC1q1b67xWo0YNfv311yZ/jkykZMj4Z+HJE9LeXnONO3dO971r164RAO3s7PQ2Vz1z5gwB0NnZmcHBwXrtHzp0iACYPXt2RkdHG1zHtm3bCID58uVjSkqK0TUvX76cAFiuXDmTmseOGzeOANi+ffssx0po2rQpAXDWrFkmz4mNjaWTkxMB8PHjxybPI9ObOLds2dKseaTmumtnZ0cADAwMNHs+mU46Dhw4YNF8kqKp7/nz5y228eeff4rm09ZArVbTxcUlUwNiS/Dy5UsCoIuLi9XNikmyXLlyBMBTp05ZbUsi4Hnz5rXaFknu2rWLAFi3bl2d12/dusXvvvuOtWvXFt+r9qbd/DvgxQuezp2bMRlJlDaZKlSIVCptsub/t6bFMTExAGDU1Xz58mWMHDlS57XmzZtj7969BuekpKQgJSVF/B0bG2vNMmXIkPH/jB9+0KQxfPYZkLHYa+LEiQA0LTL0yRXMmDEDgCbZO7+2VoIWJAHOgQMHwtPT0+A6pByqr776Kks9KCmsN2DAgCyr79RqtdlhvYiICJw+fRqAeWG9EydOIDU1FSVKlDAo72BsLmBZftSlS5egVqtRrFgx+Pj4mD0/JiZGJHhbWrEXEREhwl9+fn4W2QBsl2geGhqK5ORk2NnZmVUooA/aYT1ztb30wdyqPWOwZfNjAOJ+nvEc/OSTT0R+ZFpaGh48eIBr167h2rVruH79us5xs23uXIwLD4cCQFkAvQGM0zZGAoGBmhYKDRvaZN2mwmIiJWlQ1KlTR6+kvYTQ0NBMkv758uVDaGiowTmzZs3SmzchQ4aMjx8XLwJ79gB2dplbwVy8eBHHjh2Dg4MDJk2alGnu1atXcfLkSTg4OOB7SQo9A+7cuYPTp0/D3t4ew4cPN7iO+/fv49y5c7C3t8fXX39tdM137tzBzZs34ejoiN69e2e5j+fPn0dgYCA8PDxMFsfct28fVCoVKlWqZFb1mXaTYnNuuMnJyUK64H+hH3X9+nWQhK+vL/LmzWuRDSnRvFixYlZpNtkq0VzKjypUqJDV4pK21JBSq9VCkNOWOVLW6mRJSE1NBQChTaUPjo6OgljpO18dEhJQBMAbAI8AfDBkKCTE2uWaDcuy/6Cpfnnw4AG2bt1qy/UAAH744QfExMSILTAw0OafIUOGDNtDuxXMF1/o5oQC6d6o/v37603WlbxRvXr1Mqg+LXmjOnfubNQrIPXVa9++fZbJvJI3ql27dibdiCRvVOfOnU1WfrZEhFOtVgtxUHNlDy5duoSkpCTkz58f5cuXN2suYD2Rsra/HpCeaG6NfhSQ7pH6t2pIxcTEiIRuW3ikpCjQ3+2RMgejBgzAawChAA4A6GtooAEv9t8JizxS3377LQ4ePIhz585l6fL19vbG+/fvdV57//49vL29Dc5xdnY2ylxlyJDxcWLvXuDSJcDVNV0/SsKZM2dw5swZODk54ccff8w09969ezhw4AAUCgXGjRuX6X1Ao9skPbwZE+CMiYnB77//DiBryYPk5GRBjAypp2ccv337dgCmh/WioqJE9Zw5ROratWv48OEDPDw8zNZxksJ6TZo0MTt0lJSUhOvXrwOwXIjTFormtmgNA9he+sCWFXu28EhJ3ih3d3ebtHT5u0J7Vt3X69UDfHyQ7907tCEzv69QAD4+mXMJ/h9glkeKJL799lvs2bMHp0+fNomV16pVS0dPAtCc4LVq1TJvpTJkyPiokZYGSPxn5EhA+/5AUnijvvrqK72eJEk3qnPnzgZzgX755RcolUrUr18fVatWNbiWDRs2ICEhAeXKlUPDLPIl9uzZg6ioKBQqVAhNmjQxOhbQNDSOiYmBj48PGjRokOV4QBOeS0tLQ/ny5c26mUsinC1atDD7af748eMALAvrXbt2DampqcifP7/ZTY4Bzf9bIlKW5kcBtpE+SExMxJs3bwDYTvrgY/NI2VL6ALA9kZJCe9Z4pGBvDyxerPk944OB9PeiRf8TPSmziNSQIUOwadMmbN68GdmzZ0doaChCQ0ORlJQkxvTp0wc/SI21AAwfPhxHjx7FggUL8OTJE0yZMgU3btzAt99+a7u9kCFDxv8ca9cCz54BuXOnh/ckHDt2DBcvXoSLiwvGjx+fae6zZ8+El0ff+4Dm4v7rr78CMO6NIinCet98802W3pg1a9YA0IQbTenBJnmvunfvbrI2kiVhPUA3P8ochIeH4/bt2wBgEjnMCO2wniWJ0IGBgXj//j3s7e1RuXJls+cDmpuv5EmyJrT37NkzAJqQl7VE4+/wSP0XiJRNPFIA0KEDsHOn7lMaoPFE7dypef9/ALOI1IoVKxATE4OGDRsif/78Ytu2bZsY8/btW4RoJXvVrl0bmzdvxqpVq1CpUiXs3LkTe/fuNZqgLkOGjH8W4uOBKVM0v0+aBGjnqGp7o7755hu9lXizZ88GSbRp08ag92HdunWIiYlBqVKljBKLU6dO4enTp3B3d88ycfzVq1c4ffo0FAoF+vfvb3wnoQnRSV6iXr16ZTke0OSbHDt2DIB5ROrt27e4d+8e7Ozs0LJlS5PnAZrvgCQqVqxosPLRGGyVH+Xn5wdXV1eLbDx69AhpaWnIkSOHVRVythLiBGzrkfo7GhbbIj8K+Eg9UhI6dAD+alsEADh8GAgI+J+RKMDMHCnqi0tmwNmzZzO91rlzZ3Tu3Nmcj5IhQ8Y/CAsXAu/fA8WLAxkLbg4cOIAbN24gW7Zson+XNt68eSPymSZMmKDXvlKpxKJFiwBoGhgb8wRJkgd9+/bNsurot99+A6Dx2pjS4mXXrl1ITU1FxYoVTS7HP3jwIFJTU1G6dGmzkr4lwlarVi2zPQ3WyB6kpaXh0qVLAD6e/Chr5AFsJX2QmpqKoKAgANZ7pEj+p0J7NvNISdD2HNev/z9tDwPIvfZkyJBhIVQqjWTLkyfpMgczZwLaD51qtVrIHAwbNkxvGfy8efOgVCrRuHFj1KxZU+9n7dmzB69fv0bu3LnRp08fg2t6+/Yt9u/fDwAGGx2nr18liJQpDYoBTVsawPQkc0A3rGcOIZDCeuZW65G0ikjdvn0biYmJyJkzp0XVfgA+mvwowHaJ5m/evAFJuLm5WSznICEqKgrJyckAYJHHMCP+LiJla/kDm3ikPkLIREqGDBlmY/duYPhw4K8HdACaXnoZHwx3796Nu3fvwsPDA6NHj85kJzQ0VOQoGfJGkRSSB998843RUNGvv/4KtVqNRo0aoVxG7YUMOHbsGN69ewcvLy+0b9/e6FhAQ9KkPnk9evTIcjwAxMfH48iRIwDMC+vFx8cL8U5z86OeP3+Ot2/fwsnJyaLQnBTWq1evnkX98ZRKJW7evAnANh6pj036wNfX12oBTckb5eXlZXHoUxu21JAC/gEeqY8MFutIyZAh47+J3buBTp10SRSgqdrr3Dm9d6hKpRLeqBEjRujtgLBw4UKkpKSgVq1aOtV1JJGSkoKEhAScOHECV69ehZOTE3r16oXo6GgkJiaKsWq1GjExMQgLCxPJ6AMHDkRaWprRdARJO6p3794mXeC3bNkCAGjYsCEKFSqU5XhAU+GXnJyM4sWLm+VZOXnyJFJTU1G0aNEsCWFGSN6oOnXqwM3Nzay5gPX5UQ8fPkRiYiKyZ89usReIpE08UiqVSiSb20qM82NLNAds75GytY6UKYKc/2TIHikZMmSYDJVK44lK5yfRAM4BiAMQBzIO/fvH4s8/43D37h08fvwYOXPmxIgRI/Dq1St069YNycnJSEpKQmJiongyv337NsaPH49Zf8UI37x5kymhNzU1FaVKlQIAfP3111i5cqVmBdHRmZJse/ToIbxGPXv2FCG51NRUeHt7w87OTjzF7927F6dOnYKzszMaN26MOXPmCDu9evWCnZ0dXFxcsGvXLgCam8vcuXNRsmRJfP7552Ls+fPn4ejoCDc3N7Ft3rwZgPlhPSk/ylw1c8C6/Ci1Wo3z588DsD7RvFq1ahZ5tACNXlhUVBQcHBzMJpLaeP36NVJSUuDi4mJQ4NVU2FKM05aJ5sA/J0dKDu3JkCHjP4/z5zN6ol4CaKczJjYWWLIk/e/Ro0fD09MTYWFhQuQxI5KTk0XOCAA4ONju0qQtaaBUKhEVFaXzvqQxBOjeJEkKqQNtHDhwAAcOHECLFi10iFSrVq0QHx+vdw0nTpzA7Nmzxd8dO3ZEcnIyPDw8kD17drF5eHigUKFCgki1bdsWr1+/hqurK3LkyJHlE71SqcSZM2cAWEakHjx4gOjoaGTLlk30QDMXtkw0L1OmjFUCk1JYr1SpUiZJWxiDLT1Stkw0Bz7+qr1/e2hPJlIyZMgwGZnbWOUCUA2AB4DsYsuV6yAiIt6iRIkSoml5wYIFceDAAbi6uuLkyZOYPXs2HBwcsHv3bpQvXx45cuQQVgsUKICAgABUr14dHz58wIQJEzB58mTxvraXJmfOnBg6dCh++eUXFC9eHNevX4e9vT2USiVUKpVOTzQXFxccOHAAn332GUhi5cqVKFeunGiUrp1ETBKLFy9GcnIyli1bhrdv36JSpUqoXbs2EhMTUbFiRZ1vonjx4oiLi0NCQgISExMRHx8vQot58uTRGXvy5EmDzdjLly+P9+/fw93dHfXr10fJkiVFmyyJUEmbn5+f8MwBwOTJkxEbGwt3d3fExcXh4cOHyJ07N7y8vEzqDSeF9WrXrm0xmf03JpoDskfKGsjJ5jJkyJDxFzIXGPkCuJbhtZ8QEfEW2bJlw6FDh4RHwc3NDW3atEFAQACWLl0KQNNbT19Vmp2dHaZMmYIPHz6gbNmymDhxokEicP/+fSHAuWzZMuTMmdPg+u3s7LBixQqQRPv27Y02M7azs8OwYcNw7NgxvH37Fi4uLjh8+LDBm5908wc0T+BFixZFSEgIFi9ejO7du+uMlTSxYmNjERcXh7i4OPG75I3p3LmzeIJXKBQgiaSkJCQlJQmtvow5YNL3Gh8fj08//VTnvcqVK4skcAD48ccfER8fL4Qqc+XKJSoMLRXRlMgb8O9KNAc+XjFOtVqNyMhIAB8vkZI9UjJkyJDxF+rWBdzcAK1c7ww4B0DTZG/FihUip0mCSqVC3759ER8fj3r16hlUKD9+/Dg2bNgAhUKBtWvXGrwAk8SQIUOgUqnQsWNHNG/e3Oj6T548icOHD8PBwUEnF8oQSIq+gN98843JHoSNGzciJCQEBQsWxKBBgzI9iXfs2FHvvKCgIKFnNWzYMACaakG1Wo3Y2FhER0cjOjoaUVFRIgQnQalUQqlUAgBKliwJQFPNFRUVBZKZ1rBx40aDDeH/+OMPnVDkoEGDEBMTg7x58yJfvnzImzev+N3b21vkH928eRMkUahQIavK+j82j1RMTIwgKx9be5jo6Gio1WoAtgntqdVqEaKW5Q9Mg0ykZMiQYTJWrjRGosIB9ACgRt++ffWqii9cuBDnz5+Hu7s7NmzYoDdvJT4+Hl999RUAYOjQoUb7cm7atAkXLlyAm5sbFi5caHTtKpVKELfBgwdnInn6sH//fqNiooY+Z+7cuQA0rWzMuXmsXLkSKpUK9evX1/HG2NnZiXCeIRw7dgyJiYnInTs37t+/L8inSqVCdHS0Tg4aoMldCw4ORkREBCIiIvDy5Uvcu3cPCoUiU2L2wYMHhRclI0qWLCkq46REc5VKhW+//Rb58+dHgQIFUKBAAfF7Vl6TuLg4vHz5EoB1RIqkzVTNJW9Unjx54O7ubpUt4O9RNffw8LAJUUlISBC/yx4p0yATKRkyZJiES5eAESM0v/ftC5w6pZ14Tri49Edy8juULl1ahJi0ce/ePeHdWbRokcEn+x9//BFv3rxBkSJFMGPGDIPriY6OFtpUEydOzLKNyMaNG3Hv3j14enoKWQZjUKvVorXN8OHDTRZh3LlzJ168eAEvLy8MHDjQpDmAJuFekm+QvFHmQNLjyijnYG9vr9dTkfEzBg0ahHv37qF///7CloSFCxciODgY79+/R1hYmPgZFhamQ7qkBvXBwcFCYV4b2qQLAMaMGYOkpCQdovX+/XuQhLe3t1XCl+Hh4YiKioJCoTCJNBuDLVvDKJVKvH//HsDHqWou5e7Z29tbleivDdkjJUOGjP88QkM12lFKJdClC/Dbb4BaraniCwkBLl5cjGXLDsLZ2Rnbtm3L9NSekpKC3r17IzU1FW3btsUXX3yh93MuX76MJX+V/K1atcro0/+kSZMQFhaG0qVLi4R2Q0hISBCCnz/++KNJN50dO3bg/v378PT01Csmqg8khYTDsGHDzPJebN26FeHh4ShUqBDatWuX9QQthIaGiko/U1XatZGWlibyo7p3755JcqFLly5Z2oiNjRUVg5MmTYJKpUJISAiCg4MRHBwsQp3a+OOPP3R6s2ojYwXk8uXLYWdnh0KFCoktR44cBuUhJG+Ur6+v1aKXtsyPCg0NBUnY29tbrZAO/L2J5tYKj0qQPVIyZMj4TyMtDejaVUOYypUD1q4FFAqNinnDhsCNGzfQt+/3ADSeC33hmMmTJ+PevXvIkycPVq9erfcCnZKSggEDBoAk+vbti2bNmhlc0507d4THY+nSpVk+6c6fPx8hISEoWrQohg4dmuU+K5VKUSU4atQoowns2jh27Bju3r2LbNmymfQ5EkgKAjlkyBCzK+Y2btwIpVKJmjVrWtTW5cSJE4iIiEC+fPnQqFEjs+cDwNGjR5GWloZSpUph6tSpesdIuTwSJk2ahKCgIB3C9fTpU6SkpGTyok2bNg2hoaE6r2XLlg2FChVCrVq1sG7dOvH6lStXBKmzRcXe39GsOH/+/BbrbGnjY5c+AGRBThkyZPzHMXYscO4ckD27RrVc28kSGxuLbt26IS0tDR07dsTgwYMzzT9//rzIGVq1ahXy5cun93NmzpyJR48eIW/evEbzndRqNYYMGQK1Wo0uXbqgSZMmRtcfHBwsPn/27NkmXcz/+OMPPH36FF5eXhg+fHiW4yVI3qivv/5ar5K7IVy8eBG3b9+Gi4sLBgwYYPI8QEPCJJV2c+dKkFTbu3TpYrHektTj0Jg3LSNxGDRokM7farUa+fLlQ0pKik54mCQ6deqEN2/eIDAwEIGBgYiIiEBCQgKePHkCb29vHTuff/65IF1nzpxBtWrV4OvrC19fX/j7+5vVKxGwrUfK1hpSH3t7GODfL8gJ/gMQExNDAIyJiflfL0WGjP8Utm4lNTrm5O7duu+p1Wp269aNAFikSBFGRkZmmh8bG8uiRYsSAPv162fwc+7du0dHR0cC4LZt24yu6bfffiMAZsuWjYGBgVnuwxdffEEArFWrFtVqdZbjU1NTxZrnzJmT5XgJFy9eJAA6OjoyKCjI5Hkk2blzZwLggAEDzJpHkufOnRPfR2xsrNnzExIS6O7uTgC8ePGi2fNJzXeWI0cOAuD58+ctskGSt27dIgC6u7szNTXV6NiEhAQ+ffqUJ0+e5Llz58TrSqWSfn5+tLe3J4BMW8OGDXXsVKpUiTVq1GDXrl05btw4rly5kkePHuXTp0+ZlJREkixdujQB8OTJkxbvm4RffvmFAPj5559bbYskv//+ewLgiBEjbGJv7969BMAaNWrYxB5J+vj4EABv3LhhG4Px8ekXpvh429jMAHN4h+yRkiFDhl48fAhI6TbjxgFaIt4ANFpIW7duhb29PbZs2aI3/DVixAgEBASgSJEiWLx4sd7PUalUGDBgANLS0tCuXTt07tzZ4JqioqLw/feaMOLkyZPh4+NjdB/u3r2L3377DQCwYMECk3I+fvvtNwQEBCBfvnwYMmRIluMlSN6ovn37muVtCAwMxO6/GhRakmQueaO6du1qkRfh0KFDiI+PR5EiRYxWSBrDhQsXEB0djTx58lhsA9DIUwBAgwYNshQQdXNzQ6lSpTIlktvb2+PatWvw9PSESqXC/v37QRIBAQF4/fq1jlcpKSlJaFZJQqLaaNiwIU6dOoXXr18DAE6fPo3379+jRIkSKFmypMkhX2187H32/s7Q3r/VIyUTKRkyZGRCTIyGOCUkAI0bA9Om6b7/8OFDkQM0Y8YMvTfP/fv3Y+3atVAoFNiwYYNBTZolS5bg2rVr8PDwwLJly4ySnYkTJwqRzqxCbiQxevRokESXLl1MusEnJydj2l87O378eB2dJmO4f/8+Dh48CIVCgTFjxpg0R8KKFSugUqnQqFGjTGrpWSEmJgY7duwAYH1Yr1u3bhYnF+/btw+ApjegNa1YJCJlSXsbbdy+fRspKSnInTu30X6Fjo6OuHXrliBZ0k/pd19fXwQGBiIlJQX29vaYNWuWjgiql5eXIFWNGzdG//79s1zb39UextZEylYaUsC/P9lcDu3JkCFDByoV2a6dxmteqBAZFqb7fkJCAsuXL08AbNasGVUqVSYbYWFhzJs3LwFw1KhRBj/r5cuXdHV1JQCuWrXK6Lpu3rxJOzs7AuCpU6ey3I9Dhw4RAJ2cnPjq1assx5Pk4sWLCYA+Pj4irGMKevToQQDs3LmzyXNIMjExkbly5SIA7tmzx6y5JLly5UoCYNmyZU0KW2ZEdHQ0nZ2dCYB37twxez6pCfH6+vpavA8SkpKS6OLiQgB88OCBxXZIcsGCBQTAzz77zGIbarWaSUlJItRVvnx5fvHFF6xfvz4LFCiQKWTYt29fMTclJYW5cuVi1apV2a1bN/74449cv349L168yHr16hEAN2zYYNU+SqhduzYBcNeuXTaxN2fOnEz7Yy2kczwgIMA2Bj+y0J5MpGTIkKGDmTM11ycnJ/Latczvf/XVVwRAb29vhoaGZnpfrVazffv2BMAKFSoYJCRqtZqNGzcWeSvGiIBKpWLNmjUJgN26dctyH9LS0liuXDkC4OjRo7McT5Lx8fHMly8fAfDXX381aQ6pIYMSwbt165bJ80hyzZo1IsdMqVSaNZckq1WrRgBcsGCB2XPJ9HwzS4kYqclvA0AXFxfGW3FTO3XqFAEwf/78Fq9FQseOHQmAs2fPtsoOSU6ZMkUvsYiPj+fdu3e5a9cuzpkzhwcPHhTvPXnyRG9+lvYm5VulpaVx7969fPLkSZZ5YfpQqlQpAuDZs2et2k8JEyZMIAB+++23NrFHUpwfwcHBtjH4kREpObQnQ4YMgRMngL80M7F0KVCtmu7727dvx6pVq6BQKLBp0ya9FXgbNmzA3r174ejoiN9//92gqN9vv/2GU6dOwcXFxaAkgoT169fjypUrcHd3x/z587Pcj7Vr1+LRo0fw8vIS+lFZYdmyZXj//j2KFStmUohGwrx586BWq9G8eXN88sknJs+jluTBt99+a3ZI7N69e7h+/TocHR31qsibAimsp087ylRIYb0mTZqYHArVByms16RJE6v0i0ji4sWLADTNl63F7du3ASDT/zZbtmzw8/ODn59fpjnFihXDgwcP8OLFCzx//hwvXrwQ25s3bwBACMi+fv0a7du3B6AJNZYoUQJlypRB2bJlUaZMGdSqVQslSpQwuL6PvWpPpVIJ2Yt/a46U7JGSIUMGSfL1azJXLs1D3hdfkBmdAi9fvqSHhwcBcMKECXptBAQEMHv27ATAmTNnGvys4OBgUeU1d+5co+uKiIhg7ty5CYDz58/Pcj9iYmJEWHHx4sVZjpfmSCG29evXmzSHJENCQkRozFyPwNmzZwmAbm5ueises8KwYcMIgJ06dTJ7Lkm+f/9eVLY9f/7cIhtkulds9erVFtvQtmNtyOvVq1eiejIxMdEqWyRZpEgRm3l83rx5QwC0t7cX3qdbt26xcuXKdHNz0+u5mjhxopgfHBzMb7/9lsuWLeOpU6cYGBgoxunzDluC/v37Z3n+moOEhASxxri4OJvY/Ng8UjKRkiFDBpOSyKpVNdelKlU0f2sjJSWFVatWJQDWqVOHaWlpmWyoVCo2aNCAAFi7dm2joaoOHToQAKtUqaLXljYGDRokclRMCX2MHz+eAFiyZEmmpKRkOZ4kf/rpJwJg6dKls1yPNsaOHWuWtII2pO/g66+/NmseqcknypkzJwHwyJEjZs8nyaVLlxIAq1atatF8knz37h0BUKFQMCQkxGI7ERERVCgUBGC2dERGbNq0yWbl+5GRkYIEREVFWW3vxIkT4jjLCJVKxTdv3vDYsWNctGgRBw0axAYNGnDv3r1izJEjRwyGCgcMGMALFy5YvcZOnToRAH/55RerbZFkVFSUWKOp52OWkImU+ZCJlAwZfy8GDNBck7y8NJ6pjBg1ahQBMGfOnHzz5o1eG/Pnzyeg0TN68eKFwc/auXMnAdDBwSHLBOfr16+LG6wpHoG3b9+KhGVTE58jIiKEp23r1q0mzSE1NwjJ+7Z//36T55Hk69evRd6IJYnVW7ZsIQAWKlTIotwqkqxTp45V+VVkerJ7zZo1LbZBph8TZcuWtcoOSX7zzTcEbKOrdObMGQKgr6+v1bZIctmyZQTAtm3bWjT/wYMHHDNmDNu0acMSJUqIY0jatL2pV65cYfPmzTl69Ghu2LCBt2/fZnJycpaf0bx5c7M9s8YQGhoq1mdt7puATKTMh0ykZMj4+7B6teZ6pFCQx45lfv/gwYPiQrhv3z69Nu7fv08nJ6csE7UjIyPp7e1tNDwoQaVSiXBPz549TdqXXr16EQDr169v8kVb8mBVrFhRbwWiIcyYMUMk1Jszj0wXUWzcuLFZ8yRISfqTJk2yaL4UYlIoFFZ5gFq2bEkAnDVrlsU2yHSv47Bhw6yyQ5L+/v4EwB07dlht6+effyZgO/FMKRxrrJLVHOzbt48AWLhwYY4fP57Pnj0T70nCn9qbvb09y5Ytyy5duvDmzZt6bUpVgLszKvBaCOlYc3Z2tok9kjKRsgQykZIh4+/B9euks7PmejRjRub3g4KCRO6QoZtcSkoKK1WqRABs3bq1UQIjqYyXLl06S3mBVatWEQCzZ89uUrXP9evXxQ3j+vXrWY4nNXlC2bJlIwCdEEpWSEhIYJ48eQiAmzZtMnmeNFcKyxkipsYg5QApFAqLy8nnzp1LAGzQoIFF80kyLi5OkOeHDx9abIckixcvbpFnLyNiY2OFl+bdu3dW2SLJPn36EACnTp1qtS2SbNGiBYGspT5MhXSOtG7dOtN7z54948qVKzlkyBDWr19fHHPSph0G/OOPP1izZk0OHDiQ+fPnN/t8MIbnz5+L89hmkImU+ZCJlAwZtseHD2Thwppr0WefafSjtKFUKkXO0yeffGIwLPDDDz8QAHPlymU0T0bKD1EoFFnmcoSHh9PLy4sA+PPPP2e5L2q1mvXr1ycA9urVK8vxEkaOHCnyhMwJO0hP+76+vmblVJHpN7+iRYtaFJabOHEiAbBp06Zmz5XwySefEABXrlxpsQ0pHFeiRAmrQjYSMbS3t7f6Gi8dY7YKxfn5+VlMePWhWLFiJoepTcGkSZNMzrNTq9UMCgrikSNHOHfuXJ3vevjw4XrzrkqVKsXu3btbpf/04MEDAmDu3LkttpEJMpEyHzKRkiHDtlAqySZNNNehEiXI6OjMYyT9HHd3d52QgTYuXrwoPAA7d+40+Hnx8fGif92QIUOyXJ+kVVWxYkWTiMqePXsIaLSM3r59m+V4UpMoLeVTmZOwnZqaysKFCxMAly1bZvI8UnMzq1ChgsW5SUqlUvQtMyefSxuSxpGDgwM/fPhgkQ0y3VszcuRIi22Q5OrVqwloihisxdSpUwmAPXr0sNpWcnIyHRwcCMBgXqC59mytpyRV2E2fPt0qO69eveLWrVs5YcIEsc/am3ZF4OLFi9m5c2fOnj2bx48fZ3h4uFHbUv/EAgUKWLVGHchEynzIREqGDNvihx801yA3N/L+/czvnz17Vlz0DYWu4uLixBN27969jX7eiBEjRHJ0Vo11r169KhLMtZvRGkJKSgpLlixJABw/fnyW4yUMGTJE3MDN8ahs2LCBAJg3b16zy+tPnz5NKSHfkiqww4cPEwC9vLxMShzWh8mTJxMAW7ZsadF8UiMiKXkM//zzT4vtkGTXrl0JgJMnT7bKDpmeKL106VKrbUkEIGfOnDZJkn748KEIcdkq6bpp06a0ZWJ4amqqIE9Pnjzh0aNHuXDhQp0xUnhSe/P19WWHDh04Y8aMTCH7y5cvCw+szSATKfMhEykZMmyHPXvSr0GbN2d+PywsTLTA6N+/v0E7kteoUKFCjNbn0voLV65cEcTo8OHDRtemVCqFzEJW5EzCkiVLBLHJiqRJeP36NR0dHQmAZ86cMWkOqUmAL1u2LC1NsJYU37/55huz55LpkgnDhw+3aL5arRZK2Bs3brTIBpmugeXl5WV2aFMbKpVKaISdP3/eYjuSLan60lyFeX1Yt24dAfDTTz+12haZ7jWtUqWKTeyRZJkyZQiY1jLJFEgVdgqFwmDY+fz585wzZw67dOnCEiVK6BCq7Nmz6xReLFiwQORFFi9e3CZrJCkTKUsgEykZMmyDp09JDw/N9UffvVitVrNVq1YEwDJlyhhs+aFdyWfsIp6SkiL68pmSu7RixQoCoIeHh0m6RFFRUSIZ3px8ny+//JKA+VVzUt81Dw8Po+RRH169eiW8fI8ePTJrLqlJjJfCLvfu3TN7PqnpVyiFQE0lnfog5Zb16dPHYhtkutfH3d3dovYo2pBa1WTLls0qcidBqrCzNnQpQeph1717d5vYU6vVolDi6dOnNrEpec28vLxMnhMVFcXTp09z/vz5mZLyJU+xtJUoUYK9e/fm8uXLeffuXcsXGhOTTqQOH9bkKtgYMpGSIUNGJsTFkeXLa649deuS+u5bUrNXZ2dngxe6Dx8+iJ503333ndHPlPKscufOnWU+TlhYmKgsWrJkiUn7NHr0aAJguXLlTL55Pnv2TCh6X7p0yaQ5pObGVaNGDQLgDz/8YPK8jGtt1qyZ2XNJct68eQTA6tWrWzRfew2WqqGTmu9BqrKztlGuVD3Ypk0bq+yQ6ZpWlkpKZITUXNgaz502JM/MlClTbGJPW+gyISHBJjbPnTtHQCNmay3UajUXLVrEhg0bZgoFSvmP2jh//rxpOXu7dpEFC6YTKYD08dG8bkPIREqGDBk6UKvJrl011xxvb1Jfruu1a9dEuGvFihUG7KhFeKls2bJGc4QePHgg7G3ZsiXLNUpeokqVKplEil69eiXK7w8dOpTleAk9e/YkoL9k3Bik/CYXFxe+f//erLnx8fGiJY52c1tToVarRRjHnIbK2lCpVCJR3RoCJHktnJ2drW75IeX4LFq0yCo7ZHryu3ZLFUuhUqmE2Kql3r+MqFu3LgFws754ugWQPHC5cuWyiT0yPfxorcCqNrZu3SpyEY8cOcJJkyaxadOmOs3EU1JSRKulkiVLsm/fvly5ciXv3r2rG2LctUsjeKdNovCXCJ5CYVMyJRMpGTJk6ODnnzXXGwcHUp/yQHR0tKiq69Spk8FkWCnR2sHBwaCgH6nJdZK8N23atMkyuVZKSAVgcpuLLl26EACbNGlicvLugwcPRL6WsfXrg3TTN6XqMCOkkGXx4sXNFu8kyQsXLhDQ9OWz9DooeRs8PDyy1PAyhpkzZxIAW7VqZbENUtPmRqqatETdPSOkfB1LW+Zo4+XLl4IsWhtylCD1f7xx44ZN7EmFB5UqVbKJPZJcs2aNRQ8ZxvDbb78xq+KGV69esXTp0no9V9mzZ9cIzyqVGs9TRhKlTaYKFbJZmM8c3uEAGTJk/OugUgHnzwMhIUBYGDBqlOb1hQuBOnV0x5LEV199hYCAAPj6+mL16tVQKBSZbL59+xZDhw4FAEyePBmVK1c2+PlLly7F1atXkT17dqxYsUKvvfS1qvDNN98AAPr164c6GReoB5cvX8b27duhUCgwf/58o/a1MWXKFJBEhw4djK4/I27evIkTJ07A3t4eo0ePNnkeoPl+lyxZAgAYOnQo7OzszJoPAGvXrgUAdOnSBR4eHmbPB4AtW7YAAD7//HO4uLhYZAMA9u/fDwD47LPPLLYBAJcuXUJycjLy58+PcuXKWWUrLCwML168AADUrFnTKlsAcOfOHQBAhQoV4OjoaLW96OhohIWFAQBKlSpltT0ACAwMBAAUKlTIJvYAICIiAgCQK1cum9lMTEwEALi6uhocU7RoUTx58gQRERG4evUqLl++jEuXLuHatWuIi4uDm5ub5oIWFIQ3AFoA6APgB20jJBAYqBnXsKHN1m8KZCIlQ8a/DLt3A8OHA0FBuq/Xqwd8+23m8WvWrMH27dvh4OCArVu3IkeOHJnGqNVq9OvXD7GxsahZsybGjRtn8PMDAgIwfvx4AMDcuXPh4+Oj8z5JKJVKKJVK2NnZYe3atbh9+zY8PDzw/fffIzw8XIzThrOzMzw8PEASI0aMAAD07NkTxYsXR3JyMhwcHGBvb2+QVN2+fRs7d+6EQqHA1KlTDa5fH2bNmgUA6N69O3x9fc2ae+rUKTx+/Bju7u7o16+fWXMBIDY2Ftu2bQMADBgwwOz5AJCWloYdO3YA0OyDpQgNDcXVq1cBAG3btrXYDgCcOHECANCkSROTibAhXLp0CQBQvnx5vcevuZCIlL+/v9W2AODZs2cAgPz58yN79uw2sRn01wme8fyyBhKR8vLyspnNpKQkANCQoSyQK1cutGrVCq1atQKgech68OABcufODZw7BwC4BOAJgA+GjISEWL9oMyETKRky/kXYvRvo1EnzcJYRFy4Ae/YAHTqkv/bgwQMMGzYMADB69Gi4urri4sWLiIuL09levnyJM2fOwM3NDXPnzsUXX3yB5ORkJCcnIykpSfxMSkpCSkoKEhMTUb9+fTRv3hw5cuSAUqlEWloalEol1Gq1+PxevXrh4MGDAIDx48cb9Uz07t0bGzduxIYNG8TNfNOmTdi0aZPOODs7O3To0EEQBwDw9vZGVFQUACBbtmzo2rUrnJ2d4ezsjNq1a2PBggVi7KBBg6BSqcT78fHx2LVrFwCgSpUqOp917do12Nvbw83NDdmyZUO2bNng5uYGFxcXQQ4kb1S/fv3g6elpcP8MYdu2bUhMTETp0qVRu3Zts+cDGjIXHh6OPHnyoHHjxhbZAICDBw+CJKpVq4YCBQpYbAcATp48CUBDpKyFRKRM8Waagtu3bwOwPZGylTcK+Od4pCQiZcwjZQj29vaoVKmS5o/8+QEALQEcAFDE0KS/xv1/QiZSMmT8S6BSaTxR6STqPYCDACIBRIKMQK9ekahRIxKRkRHo27cvVq1aheTkZNSsWROzZ8/G7Nmz9dqWSMH8+fORN29e/P7770bX4urqitWrV8PBwQExMTEGxx08eBDR0dGoXr06+vfvb9TTBQD37t0TYUBD0CZqgMaz9f79e/F3fHw8Hj16JP7O+PS9ceNGcfHPiD179uC7774Tf7dt21aEbLRhZ2eHmjVrYsOGDYIovn79Gm3atIGnpyc8PDzg4eEhfi9QoAA6aDHcwMBAODk5wcPDA2vWrAGg8UZZ6rmRwnqdO3eGg4Pll/19+/YBANq1a2exDQCIjIzEzZs3AdiWSFlKNDPC1h6pp0+fAgBKly5tE3tAukfqYydSpoT2TEK9eoCPD3K8e4c2+p4UFQrAx0cz7v8ZMpGSIeNfgr9SCLTwBoBuKCgpCTh7VvP7zJkzERERgYIFC2LBggVo3LgxPDw8kD17drElJyfjxo0bIIl+/fph0KBBiImJwdy5c+Hq6goXFxfxc9u2bdixYwfs7Oywbds2lCpVCmlpaXj69CkcHBzg4OAAR0dHcSPv1q0bTp8+jYIFC2LPnj3IkydPJhKkjejoaFSrVg1JSUlo3rw5Dhw4oBMmVKlU4qd2Xsvjx4/h7OyMlJQUfPfdd+jcuTNSUlLEljt3bp3PmT59uvCs3bp1C4cOHYKdnR1at26NatWq6YwtWLAgnJyckJCQgISEBKSmpgLQkDmFQoHRo0eDJFq1aoUbN24gNDRU775VrFhRh0g1bdpU3Hwl/Prrr9i1axdKly6N9evXi9d37NiBlJQUeHl5IWfOnPDy8oKXlxdy5MgBR0dHJCcnY8+ePQCsC+slJCQIL5K1ROrMmTMgiXLlylnt2UpJScGNGzcA2IZIhYeHC5IivCFW4u/0SP0dob2/wyNlSmjPKOztgcWLNS53hULX7S49YCxapBn3/wyZSMmQ8S9B5tSA/ABaA/ACkEv87NePOH58JoKDg1GoUCGcPn0aJUqUyOSFOXHiBNq2bQuS6NatG9asWQOFQoEcOXJgzJgxOmOXLFkiQmmrVq0S+TOOjo56bx5Dhw7F6dOn4ebmhv3792d5M1Wr1ejbty9evnwJX19fbN68WZAlJycng/NSUlLQo0cPpKSkoGnTpliwYEGWyd4jR44EoMkHkkKN06ZNE3lf2rh165bO30qlEomJiUhISMCJEyfQt29fODg4YP78+Xjy5AkiIyMRGxuL2NhYxMTEiN8zehX0EcoXL17gxYsXSEhI0Hl90qRJePLkid59KVOmDGbMmIG4uDj4+Pjg1KlT2LVrF/LkyYM8efIgb968Or8bCz2eOHECycnJKFq0KMqXL29wnCnQzo+yFrdv30ZKSgry5MmDEiVKWG3v7t27AIASJUrYLJ/J1kSK5D/GI2VNaC8TOnQAdu4Ehg0D3r1Lf93HR0OitPMW/h8hEykZMv4lyHztKwRNaE8bATh69FOEhgajaNGiOH36tN7k6T///BPt2rVDSkoKPv/8c2zcuBH2Bp70tm3bJsJd06dPx5dffml0ncuXL8fSpUsBAL///rtJ1XOzZ8/GgQMH4OzsjF27dpmcDPvDDz/g7t27yJ07NzZs2GByxRxJfPPNN4iKikLlypUzEUdDcHBwgIeHB5ycnERC+4gRI1C2bFmULVvWJBuA5sZ77tw5NGjQAHZ2dtizZw88PT0RGRmZiTjWr18fPj4+iIyMRGRkJKKiokQ41cnJCYsWLQIA9OjRA1u2bMnk6ZJQoEABvNO6OY0YMQJhYWGCaB06dAgAUL16dQQFBVl1A5c8W02bNrXYhoSLFy8C0HijrE1aB2wf1iMpiJStQnvR0dGCUBcsWNAmNgFNyBX4e0J7VnukJHToADRpAkik//BhoFmz/4knSsAmggt/M2QdKRkyjCMmhmzUyLDEimZ7Rnv7QkL07u3bt3ptXbp0ie7u7kL7xVhz3JMnTwrRzSFDhmSp53T8+HGhKm5qr7rjx48L7ae1a9eaNIckjxw5IrRoDhw4YPI8Ml1E0NHR0aJWFlOnTiUAFixY0KJWLGq1mjVr1iQAfv3112bPT0tL44cPH7hjxw4CoJOTE4OCgrhs2TJ+//337N+/P9u0acPq1auzaNGidHd3z6RHJPXk07flz59fZ+zIkSPZp08ffv/99/z555+5detW/vnnn3z69Gmm/X/16hUB0N7e3qo2NRIkgdg5c+ZYbYtMF2ydPn26TewFBgaK/bWVJtXdu3eJvzoG2ApqtVqcy4auDZagU6dOBGzTSFpA7rVnPmQiJUOGYbx/T1aurLmmuLika9PpkqhHBPIT0PTQC9YnbU5NLzZPT08CmmatxpTLb926JdSfO3XqZLDJqYTHjx8L23369DFJRPPNmzeil96AAQOyHC8hNDRUCCB+++23Js8jNa1qpEa6lrTzePnypRCa3LZtm9nzSXLXrl1CgNPQ/8oUNGnShAA4aNCgLMdmvMlv27aN8+fP59ixY0W7FCcnJxYqVCiT8nXG5rXaW8GCBXXGtmnThgDo6+vLLVu28MKFC3zz5o1FJEOtVtPb25uA9U2PJUi9IS1RoNeHU6dOiYcXW+HQoUMEQH9/f5vZjI2NFf8zW7WcISl6d5rzEJQlZCJlPmQiJUOGfrx6RZYoobme5MlD3rih6ZKgKwB8j3Z2GlJRsWJFg+1N7t27Ry8vLwJg3bp1DTYsJjVkQeq317BhwyyVsj98+CD6s9WtW9eol0tCcnIyq1WrRgCsUqWKyWrcKpWKLVq0IABWqFDBKBnUB0kx3c/PjykpKWbNJcm2bdsS0PR8M1VxXRupqanCG2RNuxNJLd7BwYEBAQEW21Gr1fzkk090vD4Z92vLli2cPXs2hw8fzi5durBevXosUaIE3d3dWbVqVZ2xbm5uegmXnZ0dK1eurDN269at3LZtGy9evMi3b99mah0kebccHR3N/j/rQ2JiovCYvnv3zmp7ZLqqvS36CUqQ+gq2bdvWZjYDAgIIaFog2RKNGjUiYFqbKJMhEynzIRMpGTIy4949Mn9+zbWkSBFSuwG8UkmeOUPOnHmLHh4aj84nn3zC8PBwvbYeP34sPDjVq1c3eq69f/9eeCAqVarE6Ohoo+tMSUlh/fr1CYBFixZlWFiYSfv39ddfE9B0on/9+rVJc0hy0aJF4oZw//59k+eR6Z4ge3t7s1vIkOSBAwcEeXn06JHZ88n0G2+ePHmsCn1Jnp/+/ftbbINMb0/j4uJi8PgxBm3SHBoaKsK0rVu3Zr169Vi0aFERUsrYkFki39pkq2DBgqxRowYHDRrETZs2EQBr1KjB58+fMzIy0qp9vX79uvjuLSHB+vDdd98RAEeOHGkTeyT5448/EgC/+eYbm9m8ceOGXg+itZBC1Hv37rWd0Y+MSMnJ5jJk/ANx4QLQti0QHQ1UqAAcOwZoF77Z2wNubtcwd25zxMZqdJqOHj2KnDlzZrL18uVLNG7cGGFhYfD398fRo0cNtiGJi4tDq1at8OLFC/j6+uLIkSNGK71IYtCgQTh37hw8PDxw4MAB5MmTJ8v9++233/Drr79CoVBgy5YtKFKkSJZzAE3F1ffffw8AWLBgASpUqGDSPEBTsTR48GAAwNixY81qIQNoqpMkcdORI0ealVwuIT4+HlOmTAGgqcaztGrs9u3bOHjwIOzs7LLU5soKkqBor169LEpCdnZ2Fr9v3rwZJFG9enWhrwVoqhQ/fPiA+Ph4nbn16tVD/vz5ERQUhHfv3iEtLQ3v3r3Du3fvhPQFoEk0b9GiBV6+fAlPT0/4+vqiaNGi8PX1ha+vL8qWLYtmzZpluVbtRHNbJK4D/23pA8CGOlIfM/4WKmdjyB4pGTLSsX9/ei5UnTqkvofwCxcuiPylOnXqGDx33rx5w8KFCxMAy5cvzw8fPhj83JSUFNG4N3fu3Hyq7QIzgLlz5wpPgqnNZG/duiVyjKZNm2bSHJJMSEhg2bJlRcjDXI+ClGRcrlw5k0KPGTFlyhTxRB8XF2f2fDI9Sb148eIWhRUldOzYkQDYvXt3i22QmkRpKdRlSdJ9Rvj5+REAly9fbvZclUrFkJAQXrt2jbt37+a+ffuEF/XYsWP08fExmKeV0dPVvn17duzYkaNGjeLSpUt58OBBPnjwgAMHDiQAjhkzxup9lSB5b8+cOWMzm40bNyYA/v777zazuXnzZgJgo0aNbGaTJEuWLGnTHDaSH51HSiZSMmT8g7B+PWlvr7l+tG5N6ssJPXPmDLNlyybylwzd1N+9eydCJ6VKlWJISIjBz1WpVOzRowcBMFu2bLx27VqWa923b58I4yxZssSk/YuIiGDRokVFTolKpTJpHkkOGjSIgKaizBgh1If9+/cLwnf16lWz5pKanDFnZ2cC4Pbt282eT2pCplK1pKVJ6iT54MEDQSAePHhgsR2SnDBhgjiOrMXt27dFwnpERITV9s6fP08AzJEjh0hUT0hI4MOHD3no0CEuXbqUo0ePZqdOnfjDDz+IeSqVSoQSDW1//PGHGH/o0CHevHnTovtPSkqKzXOuyPSKSluSs19++YWApnDElihYsCAB8MaNG7YzKhMp8yETKRkyyHnz0q8dffqQ+oqcjh8/TldXVwJg06ZNDVbfvH//nmXKlBF5S4GBgUY/e+TIkSL35+jRo1mu9fbt24LMDR482CTvkEqlEhU+xYoVMyvfZc+ePeImeOLECZPnkWRUVBQLFChglSdCykeyNMGcJIcMGUIArFq1qlkEMiMkz1qHDh0stkGSSUlJonpx165dVtki03OFOnfubLUtkhwxYgQBsFevXmbNS0tL4/79+7l48WKOGDGC7du3p7+/v6goBSC8rUqlkk5OTuL1vHnzsnbt2uzbty+nTZvGY8eOGf2sx48fEwDd3d1tlnOlVqtFwv6LFy9sYpNM96haIrdhDFIBi6U5g3ohEynzIRMpGf9lqNXkmDHp141Ro0h999lDhw4Jr0jr1q0NVrmFh4ezYsWKBEAfH58sK7rmzZsnbiSmhBKCg4NZqJBGr6pJkyYml7VLYS0XFxfevn3bpDkkGRQUJC7WlhCh/v37C6+cJZVfkjfL0dGRjx8/Nns+ST579owODg4EwNOnT1tkgySfP39OOzs7ArAoWV4bv/32GwGwcOHCmarlzEVqairz5MlDwDayAmq1mr6+vgTA3bt3W22P1DyESB5NifRERkayTp06IoSYcdP23qhUKjZq1Ih9+/bl9OnTuXXrVi5cuJAAMlUjWoOIiAjx+aZWspqCoUOHEoCO984WkB7srKkczQSZSJkPmUjJ+K8iLY3s1y/9mjF3rv5xe/bsEeGK9u3bG8yviYqKYpUqVQiA3t7efPbsmdHP37hxo7hoz5s3L8v1JiYmsnr16gQ0elVRUVFZziE14plSGHDDhg0mzSE1HgOpvLpy5cpm5xVJop0KhYIXLlwway6p2V8pFDl27Fiz50uQJBdatmxpsQ2S/OKLLwiArVq1ssqOPskDa7Bv3z4CYL58+awmZWR6mNDV1dVmmkdjx44lAPbt21fv+zExMbx58ya3bt3K6dOns2/fvvz111/F+5Lwpr7N1dWVP/74oxirVqsZEhJikZdKEuPMkyeP2XONQQrdz58/32Y21Wq1+A5CQ0NtZlcmUhZAJlIy/otITCTbttVcK+zsyHXr9I/btm2b8GZ06dLFoAcoNjaWtWrVIqBJFn/48KHRzz9y5Iiwa0rptlqtZteuXQloJAueP3+e5RxSowWUM2dOAqYJR2pj9uzZBDTClaYkv2sjJiZGJCgPHz7crLkSJk+eLDx7liaYX7t2TZA5axK6X79+Lf5fly5dstgOmZ5/5OrqapN8ps8//5wAOGrUKKttkeTEiRPFQ4OtULVqVZO9rvoQGxurQ7Jq164tiiYyEu2QkBCR31WrVi1+8cUXnDdvHg8ePMiXL18aFbc9ePCgzb1cJNm8eXMC4G+//WYzm4mJiWL/baFiL/BPJ1J//vkn27Rpw/z5NSrJe/bsMTr+zJkzehm6scTWjJCJlIz/GqKiyLp109XK9+3TP+73338XoZzevXsbfNpPSEhggwYNxMU7q9DZ1atXRR5Gz549TcrZkUiFo6Mjz549m+V4UpOHU7lyZQKayipzquWuXr0qiIMlqslfffWVyMcyJj5qCC9evBCh1B07dpg9n9SQz4YNGxr1hJiKb775RuRpWQvJQ2aOmrwhfPjwQXhL7927Z7U9kqxQoQIBcOPGjTaxFxERITyitkwKlyr2Fi1apPNgcenSJXHe6tu0CWdsbCy3b9/O+/fvMzk5WeiMffbZZzZbJ5lOJPfv328zm9phSFt4IgX+6UTq8OHDnDBhAnfv3m0WkXr69ClDQkLEZk4ypUykZPyXEBxM+vlprhGenuSff+oft3btWnHx/+KLLww+xSYlJbFZs2YEwOzZs2dZcff06VORZNysWTOTwmVbtmwRF0xzSM2XX34pPGTm9PeKjY0VFYedO3c2O0Ry8uRJsV5LKp/UarVIjG/SpInFicRSqw9nZ2e+efPGIhukpgJTInXWVnLZWvJgyZIlNvWgPH/+nICm8MFaAU4JkhBr2bJlbWKP1CUR+rx6SUlJvHv3Lrdu3crJkyezS5curFixIp2cnLhq1SoxTvIOAhqhWCkfsGrVqty+fbvNiJ8Uor548aJN7JHp4U4HBweb2ST5zydSOpPNIFKm5krog0ykZPxX8Pw5WbSo5vrg7U3euaN/3PLly8XFdfDgwQYfTFJSUkTLEjc3tyy1XIKDg0USb5UqVUxyx1+5ckXcxEePHp3leAmrV68moJEcOHnypMnzSLJv374ENInQ5t5M4+LixD5aqgwt5fxYk2CuVCqFZ8Va3SKpgq1OnTpWV4eNHz+egG0kD0iKnDxTJTCygqRN1qRJE5vYI9O9eUOHDrWZzWPHjhHQaIKZA6VSqeOZPXv2LGvUqEEPDw+93qtffvlFjA0ICODixYt55swZs1XoJftPnjwxa54xPHv2jADo4eFhM5sk/7tEqkiRIvT29maTJk3MTuqUiZSM/wJu3SLz5tVcG4oXJ1++1D9OaoECgN99953BG2daWprovO7i4sJTp04Z/fzo6GhWqlSJAFiiRAmDPfm08ebNG9Fz77PPPsuycbGE69evi7LymTNnmjRHgiQcaGdnx3Pnzpk1lyS//fZbcU2yJK8pMTFRELFx48aZPV+CVBWXM2dOqzwrYWFhojLKFGkKY0hMTBRNom1RDXf//n1BOM3V9jIEqeXIsmXLbGKPTNdlsmUbk+nTpxOwXhRVglqtZlBQkBC4bNKkCatVq6ZzP12/fr0OySpYsCBbtmzJsWPH8o8//jCY8J2amirm2Or/RJJ37twhoCkysCn+a0TqyZMnXLlyJW/cuMGLFy+yf//+dHBwMFqam5yczJiYGLFJ7kGZSMn4t+LMGTJ7ds11wd+fNJRCOGfOHHHBGzt2rEESpVQq2atXLwIaAcSsVMWTkpJErk6+fPn40hCL00JsbKxQqq5UqZLJpOTDhw9CTb1du3ZmhfkDAgLEk/OkSZNMnifhzz//FN+fuXpTEiZNmkQALFSokEW5VaSGsEiJ7qZUQxrDDz/8IEI91nqj1q1bJzx9tshpGT16NAHw888/t9oWqQlhSv8/W4W0pPuLnZ2dVZGTjPjss88IgAsXLrSZTbVaLURb9XlCjxw5wnbt2okwXcZN+zpw9epVzps3j8eOHROEV6FQmPwwZAqkxtlFixa1mU2S/z0ipQ/169c3KqImJa1m3GQiJePfiF27SCcnzTWhQQPSUA/gn376SZwLkydPNnjTVKlUHDBggMhNyOopW6lUCs9V9uzZeevWrSzXrFQqRcgwX758Juf3KJVKka9VokSJLBseayMtLY21a9cmANaqVcvsG31CQoLIq7I0ifr58+cijLlz506LbJDphLhw4cJWaQFFRkaKVkDWelNsLXmQlpZGb29vm3p6pJB2zZo1bWKPTPfi1KhRw2Y21Wq12HdLZDUMISgoSJzXWemzxcTE8OLFi1yxYgUHDx7MOnXq6JBPqfGx9ubg4MAffviBu3btssn99vTp0wQ0bZdsCplIaZ5SjJ0IskdKxn8Fq1ZppA0Asn17Ut89Va1Wi1YdADhjxgyD9tRqtQhd2dnZZdlqRK1WC0VtR0fHLMN/EiRPg7OzM69cuWLSHDK9bN3V1dXsCi7pAcvDw4OvXr0yay6Znkfk4+NjFoGToFar2bJlSwIa1XhLvT8RERHMkSMHAfM0s/RBUqOuWLGiVWropO0lD6RE+jx58pgsypoVmjRpYjOiJ0Hy3I4fP95mNqV7lr29vc10rsj0IonSpUtbbWv79u3s3LkzS5curbeCUFtO5MKFC9yzZw8DAwPNOu4lqYYqVapYvV4dyERKczKY4+qVc6Rk/NugVpMzZqRfCwYM0IhvZh6nFqQFMC6Wpz1WoVCYdJOW8jgUCgW3bt1q0trXrFkj1rNlyxaT5pDkgQMHxLxNmzaZPI/U3OSli/3mzZvNmkuSFy9eFBWOhw8fNns+Se7du1cQTmsSckeNGkUA9PPzsyqMEhMTI/S3rOnNJ6Fz584EwIEDB1pti0yXULBUoysjIiMjhdxFVkKypkKtVgspH1MfIkyBVAVYqVIlm9kkyaVLl4qQuC0h5euVKlWKAwYMYJ06dXSIebdu3cS5mzdvXrZq1YqTJk3ivn37jIZYd+zYQQCsV6+eTdf7jydScXFxvH37tlCWXbhwIW/fvi1c++PGjWPv3r3F+J9//pl79+7l8+fPef/+fQ4fPtzsKh2ZSMn4N0GlIocPT78OjB+vIVYZoVarRdsGQLc6Rx8kbw8AHcVlQ9AmRIsXLzZp7WfPnhU3sylTppg0h9RoLkm9zL7++mvGxMQwMjKSYWFhDAkJYWBgoE6Sq0ql4r1793j79m2eOXNGJLS3atWK169fzyT2eefOHd6+fZt37tzhnTt3ePfuXd67d4/37t3j48ePWbp0aQIaraZ3794xJCSE4eHhjI6OZkJCAlNTU40+aSckJLBIkSIErGuh8fr1a5Fkn1XeWlaQxEhLly5tdV7L27dvheSBLbSeIiMjxX6aEio2BZLKfoUKFWxijyQfPXpEQFOMYct2K+PGjbMpKZUgeZutUdHXB6kNVM+ePfW+P2HCBPr5+YljJGM4UPu7u3//vkhq37BhAwGNjIpN8U8nUoYENiUxub59+7JBgwZi/Jw5c1i8eHG6uLjQy8uLDRs2NLuXlEykZPxToVRqEsk3b9b8TEwke/RIvwb8/LP+eSqVSghGKhSKLInRzJkzzSJF+/fvFx6e7777TufciouL4/79+7l582auXr2aP//8M6dNm8aBAweK/KBu3bpRrVYzLCyMzZo1Y/369Vm9enVWqlSJpUuXFlW6I0eOZHBwMMuXL6/3uqG99ejRQ6whOTnZ6NiMYoQSudO3SQ2J8+fPz8jISOHF0bfVrl1bx27lypXp4+MjSKCjoyOrVavGhg0b8quvvtIZO2PGDI4ZM4YTJ07kzJkz+fPPP3PFihVcv349Dxw4QJLs3bs3AU2Oz6tXrxgeHm52WxtSQ+yk3nXWhgfJ9IR1W0keSKKRfn5+NmvWK6mjT5w40Sb2yHSNK1tKKZDkp59+SgA6elC2gBTatKX6OJke9s5KhiMxMZGXL1/mL7/8wn79+rFChQqZwnaSsGfBggVFFXCtWrVkZfP/NWQiJeOfiF27SB+f9PMdIJ2dNT8dHEhD0S2lUil0kuzs7Lh+/XqDn5Gamiqa/QJgv379uGnTJi5dupSXL18W454/f85PP/2UlStXFkmw2pu2l0USPDS05cuXTzT3DQ0NNTq2Q4cOooLIUONXhUJBBwcHnQIUpVLJPHnyCK+GQqGgt7c3CxcuzEKFCvHLL7/U+R4KFy7M/Pnz09vbm/ny5WO+fPmYN29eoc5uZ2fHQ4cOkSRz5colwnwZtzp16ujYlTxh+rZPPvlEZ2yxYsUMji1ZsiTPnDkjPlcqt5c2Jycn5sqVi76+vpnIzOzZszl06FCOHz+es2bN4i+//MLu3bsT0PRLtLa6ztaSB2S6RMGCBQtsYi8hIUFIPNjKw0WS7dq1IwDOmjXLZjZVKpWoLL1jSAjOQkiVntrnti0ghWF/NvRkZwTa3lCVSkV/f3+955ednZ3VPSAFPjIi5QAZMmTYHLt3A506ac50baSkaH6OHQv07Jl5XnJyMrp164Z9+/bBzs4OgwYNQmRkJMaPH48PHz7gs88+Q9u2bQEAly5dQp06dXTmr1+/HuvXrwcATJgwATVr1gQAkMTp06cNrjcpKUn87unpiWrVqsHd3R3u7u4ICwvDtWvXQBIFChTA3Llz4erqCgDIkSMHfv/9dzg7O8PFxQUuLi7i94CAAAwZMgQREREoVqwYjh07hjx58sDe3h4ODg6wt7eHvb097Ozs9K6nfPnyOHv2LNzd3XHkyBHUrVvX4PrfvHmT6bU5c+Zg3LhxAIBVq1ahVatWAIDw8HAAgEqlglKpRFpamtgyrmXBggXo378/0tLS0KVLFwwYMABJSUlISkpC9uzZdcYOGjQI79+/R1JSEpKTk8W45ORk5MiRA926dQNJfPHFF7h//z6cnZ2R8tcBkZqaioiICERERGRaw7Zt23D79m29+x0XFwcHh/TLePPmzXHz5k3kzJkz05YnTx789NNPYuyDBw+QlpaGkydPIiIiAoULFxbHljV4+vQprly5Ant7e/TUd5BbgGPHjiEpKQm+vr7w9/e3iU2lUomzZ88CAJo0aWITmwDw7NkzxMbGwtXVFeXLl7eZ3bi4OAQFBQEASpcubTO7ABAcHAwAKFiwoNlz7e3txe92dna4ffs24uLicOfOHcycORNHjx6Fu7s74uPj4e7uLsaShL+/P0qVKoXatWujTp068Pf3h5OTU9YfqlKl/37uHNCsGaC1jv93/C1UzsaQPVIy/klQKjN7ogAlgXcErhPYx5w5V3DChIn88ssvRW+rt2/fChVoQ5tUWRQQEEB/f3/xuouLC4sVK8bKlSvz008/ZceOHXUSut++fcuKFSuK8T179uSrV68YFRVlsKJKpVLx+++/F3O6desmPFFZ4dSpU6Is39/f36zO77GxsaxXrx4BjRyDJQ14V65cKdZtqU5TQECACJ+ZIzaaEWlpaaxfvz4BTXWddhVXamoqIyMj+ebNGz548ICXL1/OtL+rVq3ihAkTOGzYMPbr148FCxYkoKmua9q0qc5Y7WMi45YrVy6dsY0aNdJ538HBgQULFqS/vz9btGihE5I7deoU9+zZwwsXLvDp06eMjIw0GLKTwoRt2rSx6PvSBykkOmLECJvZvHLlCgFN70lbaidJuVwZvZvW4saNG8IjbGtI3lRbSjWQ6dW9o0aNYlBQkE5u49OnTzMdoy4uLqxXrx7Hjh1reC27dpEFC+peYH18NK/bEHJoT4aM/yHOnMlIoq4RMNygdNy4cdy0aZPIwwE0atd+fn5s3Lgxu3XrxqFDh/Knn37i2bNnuXPnTjE2e/bsWVbb3bx5Uyhxu7q6mlQxFx8fz/bt24v1GNOtyogdO3aIkFyjRo3MOm9jYmKEVpSHh4dZ0goStm7dKkILlpa0R0dHi7wuf39/ixTQJYwdO1b8r7RLyi3Bpk2bBOnRF+IKCQnh/fv3ee7cOe7bt4/r16/nzz//zEmTJnHq1Kk6Yzt27Giw7Uju3Ll1xko5P9qbo6Mj8+fPz08++UQcG0qlUvSC++GHH3jz5k2GhIRYRVRSU1OFXIQlSvaGMGPGDAK2EwuVICWEf/fddza1K/3v69evb1O7arVa5D4GBATY1PbXX39NQH9hSnJyMv/880/OmjWLbdu2FeFladNOqI+JieHq1av5aPFiqnQvrppNodBsNiRTMpGSIeN/iM2bM57nAX9dHOwJFCRQjUA7NmkymOPGjWODBg3ExaN69eoGe7clJiZy0KBBYmzNmjWzvPCtX7+eLi4uBDQ9v0xpQhsYGCiEGZ2dnfnHH3+YvO/Lly8XJKZjx45mVUJFR0eL3JocOXJk2VxZH44cOSISzwcNGmRRonNaWhqbN29OQJOgHhgYaLYNCVJPPgDcsWOHxXZIzf9FItDTpk2zyhapyW+T7C1YsIABAQG8du0aDx06lClXaujQoaxRowaLFSsmPI3SlidPHjFu586deomZnZ0d8+fPz2rVqumU1Z88eZL79+/n9evXGRQUpDff6/jx4+JzbOk5ksihLVvNkGSNGjUIWCbTYQySgGbGIgdrod1cWbvHny3Qo0cPcXxlBbVazSdPnnDdunUcMGCATvPto0ePpj9kAmwFcJ0+MlWokCYkYAPIREqGjP8hpk3TF9YL+etn+uszZx4Uid8ODg6cNm2awcThhw8figa3khfLmMhhSkoKBw8eLMa3bt3apH5u169fF7o6efPmNTmsplardToSDBo0yKybXlRUFKtVqya8ccZaSBnChQsXREJyt27dLLrpqtVq0cDW1dWVN27cMNuGhJcvXwqiYq13Qq1Ws2nTpoJs26J9S58+fQiAlStXNvu7SkpKYmBgIG/evCkaYaelpbFMmTIENKr1UmGDtthjxrCU1JZI2hQKBfPly8dPPvmEbdu2pVqtFsdxhw4d+ODBA5vcBxITE4UXxpZNelNSUoQ3NqNEh7WQdL5s2XKGJO/du6fXC2kLSN0PrK1ePHHiBBv6+9NV61gZrM8zBWhCAjaATKRkyPgfIDSU7NxZ/7mtu8UxW7avxAWhbNmyBm/YarWaa9euFQQhb968PHbsmNF1BAUFCc+OQqHg1KlTTVK93rFjh/icChUqmOzmVyqVOp6yKVOmmOUJioiIELlhuXLl4u3bt02eK+H27duCtLRs2dIiSQGSXLx4sfjerKlgS0pKEl69WrVqWbweCcuWLaOUQ2KLG/+5c+fEfloSPtUHSdTRy8tLRzk+LS2N7969440bN3j27FmdOd988w2rVq3KAgUKZNIo8vb2ZlJSkshTk/o6AqCnpycrVqzI1q1bc/DgwZw9e7bOMZfV8XfixAkCmhJ9W8kzkOl5TDlz5rSpXZIix9FSQVlDkLw9fn5+NrVLphNlc4R7DWLzZqYCvA5wMcBzhi6wNvIEykRKhoz/R6jV5IYNZM6cmvPY3p7s0CE9bK97nl8gUEzcxEaOHGkwgTsmJkaUuQMarZsQQ92M/8LZs2eFzECOHDlEyb/x9atFvohEREw915KSktixY0exP8uXLzdpnoTw8HBBOPLkyWORGOSzZ8/EPtetW9filhwHDx4U3hNrW5BIGmC5c+fm27dvrbL17NkzIeNgqnCqMaSmpgrvpq0EI5OTk0Uj6rlz51pkQ6lUMiQkhLdu3eKhQ4e4a9cuIRrr4+PD1q1bi/yrjFv+/Pl1bDVp0oQ+Pj6sXbs2u3XrxjFjxvCXX37hvn37eOfOHSGYKekf2gpSL0BbC1AqlUrhQbOkPZIxrF27lgDYokULm9olKR6QDh48aL2xzMmnskfKHMhESsbHitevyRYt0s9hf39Sikrp6kglExhHKem8cOHCOjkAGXH9+nVRSWNvb89Zs2YZ9Sqp1WouXLhQPNX7+fnxxYsXWa4/OTlZVEQBmnYepoaNoqOjxROnk5OT2TlAYWFhwsuQN29ePnjwwKz5pCZvSFIc9/f3Z1RUlNk2SPLu3bt0d3cnAH7xxRdWeRMkNWeFQpGl9zArKJVK1qpVi4Amcd/afnokuWDBAuH9Cw8Pt9oeme7JK1CggMmVnVlBrVazXLlyBHQrL+Pi4vjo0SMePXqUq1at4o8//pgpmVlqTq1v8/b2Fjf4jRs3csqUKRw9ejSXL1/OY8eO8fnz5xb3BuzXrx8B8Mcff7Rq3zPi5cuXwiNpyzwxkpw2bRoBZNJmswUkvTSbFAlI5dCZn07lHClTIBMpGR8bVCpy6VLS3T1daHPmTDLj9VepJNesucvChdPDEv369TPYNFelUnHBggV0dHQkABYpUiTLPKW4uDh27dpV2O/Vq5dJXpmwsDDWrVtXkLUVK1aYvP8hISGi1D579uxm9yl7//698Ip4e3vz0aNHZs0nyQ8fPrBs2bIENIKX5kgsaCMkJISFChUSZMWaMNy9e/dEeNScFjqGMGvWLAKaCkapDZc1CAoKEoRxzZo1VtsjNcefFH5buXKlTWyS5OHDh8XxZW6T6ZCQEF69epU7duzgggULOHz4cH7++eesUqWKkKKws7NjSEiIEIzV3uzt7Vm0aFF26dJFx+7z58+NrkWq9Ny3b59F+2wIUgPovyP8JuWg2VIxXoKUA2pJuF4vdu3S7+qXq/ayhkykZHxMePKErFs3/RyuU4fUV2inVCo5Z84ckXyaO3duo3k3YWFhbNWqlbiYd+zYMcsE8WfPnomLt4ODA3/55ReTvCkPHz4UNxBPT08eP348yzkSXrx4IbxlefPmNVtpOjQ0VHga8ufPb1HOT0xMjGhF4ePjw9evX5ttg9QkHVevXp2ARm08IiLCIjukRv9KegJv1qyZ1Z6Du3fvCkJtq5YgEuGuVauWTbxbZLpHo0SJEhZ7cvShcePGBGyrHUWm96SUQlnLli3j8OHD2aZNG5YrV05UuQKaylhtSJ4uLy8vVqtWjV27duX48eO5Zs0anjhxQlSsBgcH23TNkhcxI7GzBT777DObk2AJ2bJlIwCTvOMmQ5+OVKFCso5UVpCJlIyPAamp5KxZ6W1esmUjf/lF453KiJcvXwpvDwC2bdvWqMfk9OnTolrO2dmZK1asyJIQ7d+/X+gAeXt7myymd/ToUTGvWLFiZnmDbt26JfKRihUrZnZlUnBwsKjsKliwIJ89e2bWfFKTlyWFFHPnzm1QLiIrqFQqUQnl5eVl0VokqNVqYcvHx0enAbMlSE5OFmHPdu3a2SRx+eTJk8ITYysPQUREhDiWbFnuf/v2beEZspQk64NKpRKhYEMJ0CqViu/eveO5c+f4559/6rwuiaHq26Tj2sfHhyQ5cuRITp48mZs3b+atW7cYb0Urk4EDBxIAJ02aZLENQ5AeSCRhYFtBpVKJ7+b9+/c2tc2YmHQSdfiwzcJ5uh8hEykZMmyKW7fITz5JP3ebN9fkR2WEWq3m6tWrRfgke/bsXLduncEbYVpaGidOnCieZMuUKZOl1pNSqRSaMlKCtalPwMuWLRN5VPXq1TPrhn/69GkdtfKsEt8zIigoSHhsChUqZNFTalpamniCzp49u1XyBBMmTCCgEZbMWE1mLqQcIQcHB5v0QZPUwXPnzm2Tm1BycjJLly5NABw6dKjV9iRIyvd+fn4283CR6UrmXbt2tZlNkjxz5ozwwlqayxUbG8u7d+9y9+7dnDdvHgcPHsxmzZoJz2a3bt2YlpYmvInaW6FChdikSZNMxQxZEWVJ6d8cTTdTIT3AWXMu6YN03wZgs7w5gY+s155MpGTIMIKkJPKHHzSVeICmMm/DBk2lXkaEhISwTZs24uJRv359oxICb9++FRdIKck5q6fWiIgIIRYJgMOGDTMpnJKWlsahQ4eKeX379jVLfE9brbxhw4Zm56wEBgayRIkSIu/LksojlUolbrDOzs5Gk/WzgpQQbouw2aVLl4QIqC2q6i5evCiqB23VRHjmzJkENDpO5v7vDOHdu3ciDHbgwAGb2CQ1hFv6Pi0RZTUGqRm4raoVtSHJE2zatImJiYmcN28ev/zyS9atW5e5c+fWIVTaBFGlUjF37tysXLkyu3fvzqlTp3Lbtm28c+eOICBSDpol+mrGkJaWJo41cx+MskJQUJB4uLC1FIRMpCyATKRk/C9w/jxZunT6+dq5s0YrSh927twpWhw4OTlx/vz5Rp/Q9+3bJ0q5s2fPblJY5NatW2a3eiE11XUtWrQQF/FZs2aZdWFbsWKF8Jh16NDBLLVyknzz5o3IqSpatKhFbSjUarUggvb29laFIc6dOye8BePGjbPYDqlJePfx8SEAdu7c2eobRnx8vCCcvXv3tsqWhNevX4sE+N9//90mNkkK7bDatWvb9EYpSRPUq1fPZjZJTVK8lLNj655yb968EWFTQ5WQ4eHhvHjxItetW6eTkxgQEKBDsrQ3hUIhhFMBMDY2ljdu3LBY4iMjJLJjb29v82rAx48fE9BoatkcMpEyHzKRkvH/idhYcsiQ9PPU25s05BiIiorSkQ/w9/fn/fv3DdpOTk7msGHDxPgqVaqYlGe0YcMG8fRfrFgxk1q9kOSrV69EMrqrqyt3mZGQqVarOWXKFLHWr7/+2uyLbUBAgCB/xYsXt7jyTHsd1pCB58+fC8LbsWNHq8JRSqWSzZo1I6BJVLfF9UlSVffx8bFYyiEjpJ6JDRo0sBnhefHihfAaaecRWYu4uDjRV2/v3r02s0umeyFLlChhcw+JpB9lSaPitLQ0Pn78mHv37uXs2bPZv39/1qpVizlz5iSgqcIFNJIpEvFRKBQsWbIkO3TowMmTJ3Pnzp18+vSp2efntWvXdPK6bImrV6+KddscMpEyHzKRkvH/haNHycKF08/RL78kDRXOnTx5UpTN29nZcfz48UZL558+fSrEJwFw5MiRWZbap6SkiJsrALZq1cqkVi+kJkQkhQQKFChgVg6EUqnUaTFjTtNiCS9fvhQijSVLljS5Z51SqWRkZCRDQkL4+vVrkcsEaBqZaocgEhISeP78ef755588ffo0T548yWPHjvHw4cM8ePCgTiL927dvRT5IsWLF+Mcff3D37t3cu3cv9+/fryMGmpqayuPHj/PkyZM8ffo0z5w5wz///JPnz5/nhQsX+OzZM06dOpWARttn//79DAgI4Lt37/jhwwfGxsYyOTnZLKJ27NgxsZ/mVFEag1Q27+DgYJFOlyH07NmTgO1FHJcsWSKOF1vmXJHpvfV++uknm9olKaptZ82aZTObarWaYWFhIh+yU6dOvHr1qjin9W2jR48W8+Pi4nj8+HGGhIQYPHf37t1LQNN2yNaQihvKly9vc9sykbIAMpGS8XcjPJzs0yf93PT1JU+c0D82MTGRw4cPFxev4sWL8+LFi0btb9y4UYQVcuXKZZLSb1BQkBBjVCgUnDJlisk3l02bNomcpsqVKzMoKMikeaTGa9apUyexfwsWLGBISAhfvHih4yV59+4dN23axF9//ZULFy7kTz/9xLFjx/Lbb79lu3btxAW/VKlSPHr0KOvUqcOqVauyYsWKLFWqFIsUKUJvb2/mzJmTS5YsEXYvX75s8EYhkToJDx48MDpWurE8fvzYqEgjoOkPKOHDhw9Gx1avXl2EO1evXm10bKdOnXS+X19fXxYvXpxly5alv78/q1evzho1agjl6iFDhoixU6ZM4dSpUzl//nyuWLGCGzdu5K5du3jkyJFMlXdRUVFMSkoSN83ExEQRUtW+wVqLe/fuiX03V/rCGJRKpVivuQr5WeHNmzdizZaElo0hISFBeIuNeaMtRbt27QiA8+fPF6+FhobyxIkTXLhwIfv378+qVavS1dVVJ9/v7Nmz4hjMnTs3GzVqxGHDhnH16tW8cuUK4+PjReuhzz//3Obr3rNnD4HMEhI2wUdGpBwgQ8Z/GCSwaxcwZAgQFgYoFMDw4cD06UC2bJnH37hxA71798aTJ08AAIMHD8bcuXPh7u6u1358fDyGDBmCjRs3AgAaNGiAP/74AwULFjS6rnPnzqFLly54//49cuTIgT/++AOtWrXKcn/UajUmT56M6dOnAwA+//xzLFmyBO/evcPDhw8RExODmJgYREdHi9/79u2LKlWqAAB+/fVXDB8+HCkpKcLmqFGjMGrUKADAunXr0L9/fwDA3bt30atXL6PrKVu2LE6dOoUXL17g4sWLBsfFxcWJ352dnTO97+LiAnd3d9jb28PNzU3n9RIlSsDe3h52dnawt7cXm52dHXx8fLBnzx707dsXcXFxcHJygp+fH9zc3KBWq0ESarUaarUaRYsWFXbt7Ozg5+en8770e1hYGK5duwYAGD58OLp27YrRo0cjNTUVqampUKlUOmu3t7cXv6tUKrx+/drg95AtWzbMmTNH/D1r1iyd/4U2GjRogLNnz4q/S5UqhQ8fPsDOzg7ZsmWDWq1GQkICHB0dER4erjN36dKlUKlU8PT0RI4cOXR+5syZEzlz5jS4xgkTJoAkunTpgk8++cTgOHOxd+9evHr1Cl5eXujbt6/N7ALA77//DpJo1KgRfH19bWr79OnTSE5ORuHChVG+fHmb2iaJK1euAABq1aolXs+XLx/y5cuHJk2aiNdUKpXOsZeYmIiSJUvixYsXCA8Px5kzZ3DmzBnx/vLlyxEcHAwA8PT0xOHDh1GlShXky5fPJmuXzuns2bPbxN7HDJlIyfjPIiREQ6D27NH8Xa4csGYNoHW9EkhLS8PMmTMxbdo0qFQq5M+fH+vWrUOLFi0M2r9z5w66du2KZ8+ewc7ODpMnT8aECRN0bqwZQRKLFy/G6NGjoVKp4Ofnh+3btyNnzpxISkqCq6srAODhw4c4cOAAIiIiEBERgfDwcLx79w5Pnz5FQkICAGDs2LGYOXMmtm7dip49exr8zMqVK6NMmTKYPn065s2bl4kIAIBCoRA3Zwn58+dH48aNkS1bNri7uyMxMRHnz59HREQEAKBhw4bYvn078uTJAycnJ+zatQvOzs5ic3JyEr9LF2+SuHXrFtzc3JCYmIicOXNi9erV6Nixo961Fy9eHM+fP9f7nkqlwo8//ojvvvsOAFC/fn1s377dpBuFl5cX7t69q/NaUlISevXqhd27dwMAZs6ciXHjxkGhUCA6Olrnc9PS0pCamoqUlBQ4OKRfZhUKBa5fvy5I17t37zBmzBiEhITAy8sLP//8M7L9xeBJYsiQIUhISBBbYmKi+L1UqVI665P+72q1WoeYpqWl4dWrVzpjp0+fjvfv3+vddz8/P519/+yzzxAZGQlPT0+kpaXhxIkTUCgUKFWqFPbt24d27drpfJajo2OW368+LFiwAIDm4USbLFsLktiwYQMA2JygAcDBgwcBAG3atIFCobCp7Tdv3uD9+/dwdHRE5cqVjY6VHiAktGzZEi1btkRiYiIePXqEBw8e4P79+2Lz8/PD5cuXAQCxsbFo3bo1AKBgwYKoUqWKzubt7W322qVj0MPDw+y5/zj8LT4xG0MO7cmwJdRqcu1aMkcOjWfYwYGcOJE0pAbw+PFjVqtWTbjJu3TpYrRHmVqt5i+//CJCawULFswk7Pfhwwc+ePBApxR9586dQiwQAN3d3enp6Sn+1m47sWnTJqPhJO2+WcePH2eRIkXo5+fHevXqsU2bNuzZsyeHDBnCH374gfPnzxe5TIBGl+ro0aMMCAjghw8fmJiYaDQ/KikpiWPHjhVl1Hny5OH27dvNzqmKjIxkly5dxDoaNmxoccPfDx8+sGnTpsLWiBEjrFLdDgsLY82aNQloqjJtoecTEBAg1OV9fX2tbkablpbG6OhorlmzRoSx+vTpw4MHD2aSihg2bBi7devGFi1asFatWixbtiwLFChANze3TNVyUpsPfVvFihV1xpYtW5bu7u709fVltWrV2LJlS/bu3ZsjR47k0qVLdca+ffuWERERVKlUvHTpkvhubV2Gf/HiRQJgtmzZGBcXZ1PbarVaVG0ePnzYprZJcvPmzX9bDpNarRbH9JAhQ1i2bFlx3GTcTmjlOYSEhJikWzd79mwCmpZYNsdHFtqTiZSMfyWUSk0T8M2bNT+lYpZXr8gmTdLPwapVSUMFcCqVikuWLBH5Dzly5DAqUxAfH8+rV6+ydevW4gJUp04d9ujRg61atWLlypVZoEABUe0kkaMPHz5w1KhROq9n3BQKhU612s2bN9m7d282atRIlLZLF9w9e/aYdK68evVKR/eqSJEiZvcIu3TpklB0BsDu3bszLCzMLBukRpJAStx3cHDgzJkzLS7HvnnzpiCkbm5uVituP336VORX5cyZ0yZVas+fPxf7a001Y0acPXtW5FoNGDDAouq0jN/72bNnuWPHDqG07uHhwf79+7Nz586Z2rcYS4TOSLqk48be3l6suUCBAuzTpw9nzJihMzY0NNRs2Q0JX331lSCVtsadO3cIaCpibS46SYoK32HDhtncNkkhwXLnzh2SmgT18+fPc9GiRezVqxfLli1LOzs7nXNaEostUKAA27ZtyylTpvDAgQOZyNX48eMJ2FYAVkAmUuZDJlIyzMGuXZom4dJ5Bmj+7t+fdHPT/O3iQs6bR6al6bfx9u1bNmnSRNwEmjZtKhK27969y8mTJ3PAgAFs0aIFK1SooOM5kp6sFy9eLJ4o9W05c+Zk586dhVq45JmYMGEC9+7dywsXLvDx48f88OGDzs1NrVbzwIEDQqka0FTGHD161KTvJzk5mdOmTRME0dHRkePHjzdLmyYhIYEjRowQT7De3t4WlatLyu6SN6t48eK8evWq2XYk/Pbbb+KmXKJECZ1KPEtw4cIFcbMpWrSoxe1otPH48WMWKFCAAFi6dGm+e/fOapuk5qYutWtp37490wwd3BZAqlB0dnY2Wv0ZFRXF58+f89KlS9y/fz/Xrl3LOXPmcPTo0Zw9e7bOWH3Ngg2RLqk3Y86cOVm+fHk2adKEffr04dixYzM1X9b2PCYmJopz09zG2qZgxowZBDQtoP4OSJ5wW7bfkRARESG+b2NCwBnfGzhwoDhfM2758+cXHkVJ9238+PE2X7tMpCyATKRkmAqpObg2icq4NWhAZpRuCg8P54kTJ7h8+XK2bNlSCDYqFAo6OTnpkIQtW7YYvAEAGk0WSYH46dOnnDFjBtesWcODBw/yxo0bfP78OefOnaujdvzJJ5/wyJEjWXoQ7t69q0Pw8uTJwxUrVph80zx+/DhLliwp5n/66admk4M///xTiEYCGpV0S5r9vnr1SlQlSnZiY2PNtkNqZCK05RratGljtQ7Ttm3bBCmrXr260V6JpuL+/fvMly8fAbBChQo2sUlqpCakEFy9evVs6h05ePCgIMy2ap4sITg4WJwHnTt35oYNGzhr1iwuW7ZMZ5wkW6Fvq1Spks7YMmXKMEeOHCxXrhwrVKggvGgrV660Sg1fH6Tj99dff7WpXVJDAiUvta0rDUnyypUrBDSpB+YiPj6eFy5c4OLFi9mnTx+WL1+ednZ29PT0FNewfv36UfLkd+/enb/88gtv3rxpG4IvEynzIRMpGaZAqczsidJsSQSeEjhON7dVHDt2PHv06KEjWbBmzRqj5Ej7wv7gwQP27t2b9erVEzdaACxbtiy3bdtmUKIgLS2Nq1evFjkVgEYaYPv27VnKGoSEhOg8CTo5OfH77783ud1HUFCQTv6Rt7c3t2zZYlboJy4ujt9++60OYTx06JDJ87WxadMm4Ynz9PQ02EDWFAQFBYlcD4VCwalTp1qlQaRWqzlnzhyxn+3atbOJkvTt27cFafD397e6sbGE9+/fC2JbsWJFmwl5kuSzZ8+ER+ebb76xmV0J3bp1IwCWK1fOaOhOrVYzKiqKDx8+5IkTJ7hx40bOnj2bw4cPzxQGlLxypni6unXrxk6dOnHUqFFcvHgx9+7dy9u3bzMyMjLLcyMsLEwQTFM10syBlNuVL18+27dYoUaSBdDkItoC8fHxOvIPkhBsxs3NzY2NGjWySJtOQG5abD5kIiXDFJw5k5FAHSNg+El26dKlDAoK4pgxY+jm5iZez5YtG9u0acMNGzbw7NmzfP78ubjIh4aGcvTo0Trj/f39uXv3boM3b5VKxW3btomGvRIJWbNmTZZPZ4mJiZw5c6Zogiw9uZuamJyamsoFCxaI+XZ2dhw+fLjZ/dZOnDghFMoBTa8yS3q2xcTECKVmQJND9lpf92cTcfbsWebNm1c8+VpK7CSkpaWJ1ieAJjfFFq0zrl+/LpSqq1atapEHTx9iY2NZpUoVApqwsK3ChKSGOEsendq1a2cpHmsuduzYQUCTI2XLnnqRkZF8+PChaKjs7OzMfv36sVWrVvz222/FOLVarXNeZdwy6h+tXr2aW7Zs4aVLl/ju3TuuX79enP9/B+bPn09AE6b9OzBx4kQC4FdfffW32Jf6iE6cOJE//fQTmzdvrkNyq1SpojN++vTpXLduHZ88eWKcYO3aRRYsmDl3w4yuDaZAJlIy/pP49deMROqS1oUxG4HyBFqxadNvOGrUKLZr106nQ3v58uW5YcMGvTeM4OBgfvfddzqJ3VWqVOG+ffsMnvRqtZqHDx/WUTPPnTs3Fy5cmGXirFqt5pYtW3Sq+KpWrcrz58+b/H2cP39eNFIFwFq1amUSccwK0dHRHDhwoLBRpEgRnQoec3Dp0iWRF2NnZ8epU6da7OZXq9VcuHAh7e3tCYB+fn588eKFRbYkxMXFCYVqhULBRYsWWWVPwqVLl8QNpFatWjZrGpycnMzGjRuL4+rp06c2sUtqvl/Jg+nt7W1TgkZqvGiSd27ChAk2tU1qcvgKFixIAJwzZ47eMSqVinv37uXixYs5cuRIduzYkVWrVhUJ823atBFj9ZEu7by+mTNn6ti2BfmWRHEz5pbZCl27diUAzps372+xL+W1nTx5UrymUql4//59/vrrrzrFM4mJiTrX4ly5crFNmzacOXMmz549m+4RNpS7oVBoNhuSKZlIyfhP4f59csAA0tEx4/kVT+A6gQ8E1H+9dpG1a3+mc0GsV68eDx48qNejFBgYyKFDh+qE8GrUqMFDhw4ZfWq6cOGCeCIDNI2Jp06dalIO0OXLl0WoSvJe/f777yaHq8LCwkR+AgB6eXlxzZo1Zoe7Dh8+rBOGHDJkiEU5TEqlkj/99JMgPUWKFLGqaWx8fLwICQFgz5499YbekpOTGR0dzQ8fPjA4OJhv3rzhixcv+PjxY967d0+HMJ87d05U5jk5OXHy5Mk8duwYjx49yqNHj+rs9/Pnz3n48GEeOnSIhw4d4sGDB3nw4EEeOHCABw4c0Gnhs2nTJpHUX7FiRR46dIjnz5/nlStXeOPGDZ1rWmxsLN++fcvg4GB++PCBUVFRjIuLY3JyMpVKpc7xplQqBdFxd3fn9evXLf4+9WHevHkENBWUtm7wq1ar2aFDB0GAbe3pIsmffvpJeOksqfZLTEzUqVRLTk5mz549Wa9ePRYuXFgcy9KWkXTlzp2bJUqUYIsWLTh06FAuWbKEhw8f5vPnz02W4ZCI4NmzZ81evymoXLkyAZhdqWsqpJw9Ux7eIiMjOXbsWNarV0+cL9pbp06dRO6GGmBQRiIlkalChWwW5pOJlIx/PVQq8sABsnFj3XMpM5kiARWB/QTqiBNToVCwffv2vHTpkl77b9684eDBg4UWlBTeOHbsmFECdfv2beHVkMIKo0aNMikf5vXr1+zevbuY6+bmxp9++snk/BylUsmVK1eKEBKgKYE3NxcnMjKSffv2FTaKFy9u0cU8JSWFd+7c0dHgatq0Kffv368z7siRI1y4cCFnzJjBH3/8kaNGjeLgwYPZr18/du3aVdx4UlNT2a5dO53/iYeHB3PlykUPDw+6urrq7Kt2iE7f9vr1a4aEhHD06NFGpScA3dYf2g2U9W1Xr15lYGAgv/jiC4O6PNKm/bS+YsUKo2OlG15oaChr1KghXi9QoAArVqzIGjVqsGHDhmzZsqWORMO9e/c4btw4Tp06lXPnzuXSpUu5du1abt68mXv37tXR6oqPj+emTZvEujNqP9kCUiWrg4OD2R5SUxAcHCzaMW3dutXm9kmK/nflypXj6tWreeDAAfFeWFiY0f9j69atdWwtX76chw4d4rNnz8SxHhgYSEAT9jRWUWcp1Gq1yFHU7kdpS/uSh8lcaY+UlBRevXqVP//8Mzt37swCBQpw4cKFInfjufQApY9MAZpxNoBMpGT8axEbSy5ZQpYokX7e2NmRnTqRFy6QO3eme3mBFAK/ESgnLmIODk4cMGCAwUq1V69eceDAgTpu5vr16/PUqVNGCdSzZ890vCT29vb86quvTEpCjY2N5fjx48WTmEKhYP/+/c0Kp9y4cUOHsPj7+xskicawY8cOkXMEaIQsJSK3b98+zp8/n5MnT+bIkSM5YMAAdu3alS1btmTTpk117Gh74/Rt2qEP7SR4Q4Rn9uzZ4gnd2Kb9nUnl19J36uzsTHd3d+bMmZO5c+dmv379dJ5+XV1dWaZMGfr5+bFSpUqsVKkS/f396e/vz+daZZ6//vorq1SpwipVqrBq1aqsWrUqq1WrxmrVqrFKlSocMGCAjl0vLy9WqlSJFStWZJkyZViiRAn6+vrSx8dH53+0YsUKOjk5GSwtP3jwIFesWMEcOXJk+T3s3LlT2M2qylS7Ek/S/pE2FxcX5s2blyVLlmSVKlW4Y8cOMfbVq1ecOHEi582bx1WrVnHr1q08cuQIL168mElsVkJwcLAg+n9H82CS/PLLLwlocpz+jiTtxMREEZbU/j4kqNVqBgYG8syZM1y1ahW///57fv7556xQoQJdXFx0NKG0JQik60bx4sXp7+9PQNNc++9ASEgIAU14MtmQErEViIuLE/tkLRFUq9WaFIDNm0mA+wDaA5xqiEjZSCpCJlIy/nV49YocMYL08Eg/X3LkIMeMITPmKv/+eww9PecRSL/xKhQebN9+rEFy8vz5c/bv31/HZf/pp59m6YkJDAzkwIEDdeZ1796dz549y3KflEolV69eLcrhAU0FjTmNYKOiojhkyBDhQfDw8OCCBQsYGBjIR48e8eLFizxw4AA3btzIxYsX8+eff9aZP3DgQJYpU4aenp6ZvCdubm46Y5s1a2b0hhwTE8PVq1eL5GdtEpM9e3bmz5+fxYoVY/ny5XXK85csWcLu3bvzyy+/5LfffssxY8Zw0qRJHDVqFOvWrauTl5Y7d25+8cUXPHLkCK9fv847d+7w4cOHfPbsGQMCAnRyrpKTk5mUlKRD2vR5Gk0J1WaFlJQULlq0iLly5RJ269aty8uXL1tkT6VSMTU1lQkJCYyJieGZM2dYtWpVYbtSpUrctm0bb968yfPnz/P48ePct28ft27dynXr1ukk8N+4cYPfffcdv/76a/bu3ZudOnVi69at2ahRI9asWVOELvv3758lQVu7dq2we/jwYaNjFy5cKMZeu3aNPj4+Is8oR44c/PLLLzl+/HguXLhQ55hPS0tjXFycRf+Pu3fviuM4q0bilmLVqlUENGFDc3P8VCqVzrEfGBjIDh06sGLFijrHubRVqFBBjI2Li2OjRo04ZMgQLl++nH/++afFlZ/nzp0joNFG+zvw+vVrApowuc3IrFY1URzASENESvZI6YdMpP6bUKvJs2fJ9u01XifpPCldmly+PLN8SEhICMeNG6cjjpkjR35+/fVcRkToT/B9+vQp+/Tpo0OEmjVrlmVSt6RGrp071bp1a6EQnBVOnjwplKIBjXjknj17DF507t27x8OHD3PDhg2cP38+Bw8ezGrVqukQgh49ejA4OJjVq1c3eHPz8PAgqSFxx48fN6jPky1bNhYoUEBnPbNnz2bPnj05ePBgfv/995w2bRoXLVokKnK0k3EdHR3ZqVMnnjlzxqwLqVqt5tmzZ9muXTsdYufn58f169db/PT88uVLDhgwQMfTWK9ePR4/ftyqC71KpeLWrVtZrFgxYbdMmTJGixDMQWxsLL/77jvhpcqePTuXLFlik2RmCZcuXRLrVygU/OGHH5iQkMDIyEgGBATw7t27PHfuHA8cOKATprl79y6HDBnCXr16sW3btmzQoAH9/f1ZtGhR5sqVS8fT9ccffxglXQsWLBBjr169SkATFi9YsCD9/f3ZpEkTduvWjUOHDtUR1kxISOC9e/cYHBzMlJQU0Raoc+fONvt+tKFSqVi2bFkCyPRQYgvbQUFBPHnypAi7TZ06Vbx/7do1vd9d3rx52ahRI522RVkde5LcS7NmzWy6DxJu3rxJQCPQaTNI+jaGhALlHCnjkInUfwtJSeRvv5H+/rrnSfPmGsmQjDnTT58+5cCBA3VIRZkyZbh27VqDN96HDx+yR48eOmGUVq1aZelBiI2N5dSpU3XUyOvXr29yQu6TJ0902rK4urqydevWHD58OHv37s0WLVqwSpUqrFu3rs48bW9Exs3Ozk7n5tKsWTMqFArmzJmTxYoVY5UqVdi0aVN26dKF3bp147hx4zKFyYoVK8Zx48bx8ePHJt2kExMTuXHjRtauXVvHTokSJThv3jyzn5RTUlL4+++/iwRYbXKaVVjVGJ4+fcq+ffua7Wk0BRm9RN7e3ly1alWWXgq1Wk2VSkWVSkWlUsm0tDSmpaUxNTVVzFWr1dyxY4cO0e3atatNq+fS0tI4efJk8d0ULlzYJu1vMuLatWsi8Th79uycNGkSly9fzqlTp3Lo0KHs3r07jx8/LsYfOnTIZNIliUpm3GrXrs3evXvryGEkJyfz9evXViW3S144Dw+Pv+1+dObMGQIaFXftxPSwsDCuX7+eY8aMYevWrXXkSDJ6AO/evSsI1rfffis8WFKP0LFjxxKAjhyELXHixIlMHjWbQKray0im/sdVe+ltyWXI+B8jNBRYsQJYuRIIC9O85uoK9O0LDBsGlC2rO/7q1auYO3cu9uzZA5IAgFq1amHs2LFo27Yt7OzsMn3G/fv3MX36dOzYsUPM+eyzzzBx4kRUrVrV4NqSk5OxYsUKzJw5E+Hh4QCATz75BDNnzkTz5s1F1/ezZ8/i5cuXCA0NRUhICEJDQ/HmzRsEBAQgOTkZSUlJUKvVsLe3R65cuRAWFoZDhw5l+jx3d3cAQHR0NHbv3o13795lGuPr64vatWujTZs2+PTTT8Xre/bsgYuLi9j/6OhobNu2DevXr8eVK1fEuJw5c6JHjx7o27cvqlatalLn+qdPn2LVqlVYv349IiMjAQAODg5o164dBg0ahE8//VTv924IkZGR+PXXX7F06VIEBwcDAFxdXdG3b18MHz4cZcqUAQCoVCokJSUhKSkJzs7OoqN8fHw8rly5gsTERCQlJSEhIQGBgYF4+fIl7ty5gwcPHoj/86effgpPT0/kypUL69atw6+//oq0tDSxtWrVCkOGDAEAREREoEmTJuK91NRU8RkpKSnIli0boqKiAADZsmVDcnIyIiIiMGTIEHzzzTfiM0miU6dO2LZtm9hnY9+Pn58fqlWrJo4jCY6Ojjhw4ACOHDkCR0dHODg4oFatWtizZ48Y8+mnnyIqKkq8L22Ojo4oXbo0lixZIvatd+/euH79ujiWK1SogM8//xw3b95EUFAQevToIezevHkTSqUSrq6ucHNzg5ubm/jdycnJ6HGzefNmfPHFF0hJSUG5cuWwf/9+FC9e3Ogx0bJlS8THx+PDhw8IDw9HeHi4zu+1atUSY5OSkpAnTx6Eh4eL7xwALl26hEuXLuGTTz5Bq1atAAB3795FjRo1AAB58uRBgQIFdLZWrVqhZs2aADTHGwDY29vrrG3hwoUAgIEDB4pj0NbYsWMHAKB9+/ZwdHQUr+fJkwd9+/bVGRsfH48nT57g4cOHYu0A8PDhQ4SFhSEsLAxnzpzRmZM3b14ULlwYAFCyZEmkpqYCAJycnGy2DxEREQAALy8vm9kEAHToAOzcqbkhaF8TfXyARYs07/8vYDP69jdC9kj9u3HzJtm7t27FnY8POWcOmVG3UK1W89ChQ2zQoIHO01jbtm2NhuNu377Njh076sz5/PPPs8xHSkpK4vjx43VyXzw8PEQycsau7MbCatLWpk0bPn78mCNGjGCrVq3Yt29fjh49mnPmzOG6deu4Y8cO/vTTT2zbtq2Olw0Aq1WrxoULF4q+f4aQlpbGw4cPs2vXrjrhR3t7e7Zp04Y7duwwOUyWkpLC7du389NPP9VZS+HChTl9+nTRrFStVjMpKYnv37/nixcvdEQng4ODuWrVKk6bNo39+vVj48aNWapUKR1Pkbe3N2fMmMFz586xWLFizJ8/Pz09PTN9B5MmTSKpqeLbtWtXlt9327Ztee3aNb5588bouK+//lqs9+HDh1natbe359dff8379+8bHdeiRQu+fPmSz54945MnT7K0K21OTk6Zyuy1t7p16zIhIYFJSUlMSUnROUYzbuXLl+f06dNZu3Ztg8ns0la2bFmd/3/58uUNji1cuLDO2K5du7Jy5cr08/PT8XoWLVqUEydO1Bl7584d0TLpw4cPJssCZMT27dvFPrVt25YnTpzg77//zjlz5uic30eOHMl0LGlv2qG6K1eu0N7engULFmS1atXYvn17obukUCj+Fs8dqQm5SzmThw8ftthOQkICr127JjxYrVq10vFgSf+bI0eOcM+ePXRycmLlypX55ZdfctmyZbx06ZJVSeLLly8X19i/BR+ZsrmC1KLxHyliY2Ph6emJmJiYv+0pQMb/L5RKYN8+YPFi4Pz59Ndr1waGDwc+/xzQehhDWloatm7dirlz5+LBgwcANE/pPXv2xJgxY1CuXDm9n3Pz5k1MmzYN+/btAwAoFAp06tQJI0eOhJeXF4KCgjJtqamp6Ny5Mw4cOIATJ04gMTHR4H64uroiISEBgOYpcODAgXj48CHi4uJ0xlWsWBFt27bFgAEDULRo0Ux2UlJScOzYMWzZsgX79+/X+czy5cuje/fu6NatW5ZP848ePcKGDRvw+++/IyQkRLxeoUIF9O/fHz169IC3t7fB+TExMXj06BGePXuGJ0+e4Pbt27h48SLi4+PFmDZt2mDQoEHw9PTE4MGDERsbi7i4OMTFxUGpVIpx3333HSpWrIgHDx7gwoULuH79usHP7dChAzZv3gxHR0dcv35d5+k6I4oUKQKFQoGgoCCdz9OGs7MzXF1dUbJkSZQuXRqpqalISEhA6dKl4eXlBScnJ1y9ehVXr16FSqUSHgiVSoXIyEiYe1nctWsXqlevDoVCgTVr1mDKlCkGx27duhVubm747LPPsrS7bt06tGzZEkqlEnv27MGwYcMMjv3hhx/QoEEDKJVKXL58GbNnzxb7lBE5c+aEn58fKleujOjoaJw6dUq8ly1bNtSpUwfOzs5wdnbGuXPnEB4ejsTERCQkJCAxMVF8P97e3li9ejWcnJwQHByMUaNGCU9lRuTPn194HQGgbt26uHjxos4YV1dXeHp6In/+/Lh165Z4/ZdffkFgYCA8PT2RI0cO8fPGjRuYNm0a1Go1+vTpg3Xr1mXyImmDJCIiIhAcHIzg4GC8e/dO/N6zZ0/UrVsXgMar28GId2PhwoUYMWIEAM15P2rUKPj6+qJo0aJi8/X1Re7cuU3y9Er4888/0bBhQ+TIkQPv37+3qZcI0Hiwrl69iiZNmgAAPnz4gBUrVmDSpEmZxtrZ2aF06dJYs2YNateuDUDz/ZmyP9OnT8fEiRPx5ZdfYs2aNTbdBwBAQgLwl9ce8fFAtmw2/wizeIfNadzfANkj9e9BVBQ5fz5ZpEj6A4WDw/+1d+9hVVV5A8e/B+R+vwiCIJdABFQEL4hWmqJ4iTLL1NfSnux5ulhpOKnVpK81U41TOU1pU28XbWoexzF1xtQUnMTEu4IoijdQUe6YgBeQy3r/OJ0dRy7CEUTx93me/Qj7rH3OWmfJOb+99m+trdSUKUo1dJeI8vJytXjxYuXr66udTdnb26vZs2c3urRAWVmZ+vbbb+uNDk2ePFkdPnxYKdW8kSPDZmdnpwICAtT48ePVSy+9pN555x311VdfqQ0bNqhvv/1WzZ071+hGwPw6WhEbG6uWLl2qjdhcr6qqSm3evFk9/fTT9aa0BwYGqtdff91o/aLGlJSUqE8++aTebDk3Nzf18ssvq++//14tXLhQvfLKK+qpp55S48aNU0OGDFE9e/ZUnp6easaMGerNN99UEyZMqJd3cf22YMECVVFRoQoLC9U///nPZr+HdTfDEgR2dnbK2dlZubi4KCcnJ6NZSxs3blSpqakqMzPTaG2thrYBAwaomTNnqmXLlqmpU6c2WTYjI0N73+bPn99k2XvuuUdNnz5d/d///Z+aNWtWk2XrjlB8/PHHyszMTFlYWCgrKytlY2Oj7O3tlaOjo3J2dlaJiYnq8uXLytbWVgUGBiobGxvl4OCgnJyclKOjo7K3t1c2NjbKysrK6GbZN0rYrrtS9Nq1a5ss+/nnn2tlN23a1GTZurk327dvb1YfW1lZqYiICO1ne3t75ebmpvr27auGDh2q4uPjVd++fY1m8tXdnJ2d1datW9X+/fvVsWPHjNbNamibNm2alts3a9Ys9cADD6iJEyeql156Sb399tvqb3/7m1q9erXavn17s/Ltqqqq1Pnz59XevXvVmjVrtFxAS0tLFR0dbZTTZbjVTWOfHXWT7vPy8tTq1atVampqg8tDzJgxQwHqqaeeumEdTbVx40YFqODgYKWUfiQ5KytLrVq1Sr3xxhtqzJgxRrl5mZmZ2rF//vOflZ+fn3rkkUfUW2+9pdatW6fOnz9f7z01/L3MmTOnbRpxm920WHKkxC1x/Dj89a+wbJn+ZALA3R2eew6efx68vY3LFxYW8vHHH7NkyRItF8XT05OXX36ZyZMnc/HiRY4cOYKPjw+gH0l56KGH2L17N5WVlfVe39LSku+++047m/L29sbGxgYrKysqKiqoqKgwKt+3b18eeugh4uPj6dOnj3ZcTU0NO3bs4Pvvv2fBggXk5OQYvcbIkSN59NFHiY+Px83NrV49amtr2blzJytWrGDlypUUGpLB0J+xT5w4kcmTJ9OrVy9KSkooLi4mKSmJwsJCLZ/h1KlTbNmyhU2bNlFWVsbVq1frvc5LL73E+++/j7m5OcuWLWPBggWN9s2SJUsa3G9ra6u128zMjOrqav74xz+ycOFCrcy//vUvJkyY0Ohz15WUlET//v1xdHTkmWee4csvv2y0bK9evejatSsA3bt3Jzg4mLNnz2JtbY2joyPOzs64u7vj5OTEp59+qo2yubi44O7ujqWlJVZWVlhaWhr97Onpqb3GE088weDBg+uVOXLkCD169KBHjx5YWVkB+jP51157DTMzM8zMzDA3Nzf6ue7IwYsvvsiLL754w/ejuLgYGxubZr13gDYqWVNTQ21trbYZfq/7XHFxcZw/f56amhp27dpF6K8JhpWVlVRWVhIYGKiVDQ8PZ9myZdpjlZWVVFRUaD/3799fK+vs7MwjjzxSr8yVK1c4evQoERERvPbaa4wdO5b09HQGDRqklbl06ZKWOwOwYMECbeQuPT2diIgI7bGLFy8ydOhQ7ffhw4eTkJDA4cOH2bZtm9Hfq6WlJba2tixcuBA3NzeSkpK0UevrWVlZGf29PPPMM+zfvx8PDw9t69y5s/bzmDFj2LdvHzt27ECn0/Hvf/+bUaNGGT1n//79+fLLL8nOzub06dNkZ2eTnZ1Nbm4uly9fxsnJSSubkpLCY489ZvR+Gkaw/Pz8WLFiBUCz/6ZMsXPnTgBt1Fen02l1ePTRR7Vy+fn5pKamEhQUpO07cOAAZ86c4cyZM0b5eR4eHkRFRfHll1/i7e2tjUq2eo7UbUou7YmbUlOjvzSXlwdeXnDffWAYWVcKEhP1l+82bPjtmF699Jfv/ud/9MnkdZ08eZIPP/yQr7/+WvuwdHJyolu3btTW1nLmzBntMpOlpSXz589n06ZN7Nixo94lDMPli5CQELp27cr06dNJTExk3bp1bNq0SbskB/pLCrGxscTHxzN27Fi860R2VVVV/PTTT6xevZq1a9dSUFCgPWZnZ8eYMWMYP348Y8aMafD/Z01NDcnJyXz33Xf88MMPRsGTk5MTkyZNYtKkSVy8eJGXXnqJkpKSBoOj5urUqRNeXl7k5+dTVVXVomN1Oh2ZmZkEBgbSqVMnJkyYwKpVqxosa2dnR15eHjExMbi5uXHt2jVKS0txd3fH09MTFxcXLTnZ1taWhIQEbG1tAUhLSyMvLw9bW1vs7OyMyhn2teSSiGh/V69eNQrmqqurKS4u5tKlS9ql37pbVFQUffv2BSA7O5s333yzXhnDsQkJCSxYsIADBw5oxzRmwoQJjBs3jsLCQrKysvj444/R6XSYm5tjYWFBZGQkbm5uuLm5kZKSwokTJxp8Hmtra5599lmWLFlCdXU1/fr1o6amBl9fX3x9ffHx8TH6NyAgwOj/bEVFBWfPnqVLly7a58K6det4++23OX36NEVFRQ2+rpOTE4WFhWzZsoV58+YREhKiBfYhISGEhIRok1FMERcXx+bNm1myZAkvvPBCi469ePEiaWlpHDhwgNTUVFJTUzl69Kg2gebSpUtYW1vz4IMPsn79esLCwnjssceIiYkhOjoaFxcXk+tt5Da7tCeBlDDZ6tX6gOjcud/2+fjAokVQXq4PoI4c0e/X6SA+Xl8+OvoK2dlZZGVlcfz4cXbt2kV6ejrnzp0zCiD69++PmZkZu3fvrvfaZmZm1NbWGu3z9/fn3nvv5ZFHHmH06NFYW1uTkZHBunXrWLduHbt27TLKffH29ubBBx8kPj6eYcOGaV/yoP9S2Lx5M6tXr+Y///kPFy9e1B5zdnYmPj6e2NhYQkNDuXjxIidOnODYsWNkZ2cTEBBAZWUlp0+fJj093ShX6XqhoaEopSgqKmpRbo6lpSXjx48nKCiIPn36sHjx4nr5JnWFhYURGhpKSEgIKSkpZGdn4+rqiouLCw4ODjg6Omr/vv3229psof3793PhwgWjxx0cHLC3t28yF0WItrJ69Wo6d+5MeXk5JSUl9bb4+HieeOIJQJ+/1LNnz0afa8qUKUyZMoXCwkJOnDjBH//4xwbLeXl5YWlpyZkzZxp83DDSZQikFi1aRE5OjlGg5evri7e3tzZ6eenSJU6fPs3p06c5duwYCxcupLy8nDfeeIM//OEPLFq0iLlz5zb4ej4+PnzzzTc88MADAFoOm4+PT5OzQmtra3F1daW0tJQDBw4QGRnZaNnmunLlCocOHSIrK4vJkycD+s/uffv21SsbGhpKTEwMMTExPP300y2a4WukrAwMI30bNsDIkb+dwbcSCaREm1u9Gh57TD/qVJ8CCoBTWFllERl5mm+++T3BwTqUUowcOZKkpKRGn3vYsGHMnz+fwYMH884775CUlMS5c+c4ffq0UaBhZ2fH8OHDGT16NHFxcQQEBHDt2jWSk5O14On06dNGzx0ZGUl8fDwPPfQQkZGRRn/IpaWlrFy5klWrVtW7fODs7MzQoUMJCwvj5MmTRssnNJeFhQVKqUYTpEE/3drX15fg4GAyMzONLh3qdDqcnJxwcXHB1dWVvXv3ah/c33zzDWfPnsXFxQVnZ2dcXFw4d+4cfn5+hISEaAnaQtxtKioquHDhQoNBV79+/RgxYgQAWVlZjBkzhpKSEi5cuFDvRG3q1KlMmDCBc+fOcfToUW05CdD/3YaHh2tLKSQnJxstX2Gg0+nw8/MjKytL+3tcu3Yty5cvZ+3atXTt2pVjx45po70HDhwgMzOTY8eOkZmZSWZmpjaSlZqaSp8+fQBYvHgxCQkJ2NjYaKNWhhGsHj16EBYWhpWVFUeOHCE8PBxbW1tKS0vp1KltsnsMI+Jz587l/Pnz7Ny50+j96Natm1FQ+u233+Lu7t68UavVqxte/uCjj1p1+QMJpESbqqkBf3/jkSj4ClgLZP26GV+a+vjjj9m7dy9JSUlGM3dAP4QeFhbG/fffz5AhQygtLWXTpk1s3rzZKKcC9Lkzo0aNYvTo0Vp+S0lJCRs2bOA///kPmzZtMpoxZ2VlxbBhwxg+fDgBAQEUFBRw7NgxsrKy8PDw4PLly9oZoSEXqzXZ2dmRmJhIREQEtra2PPjgg2zatAlzc3Ps7Oy0XB8vLy/8/Pz48MMPtZGejIwMqqqqcHZ2xtnZGUdHR9PP4IQQzVZbW8vGjRvx8/MjPz+f3NxcQkJCtHWoMjMzGT16NLm5udo6THWNGjWKyMhIcnJyOHnypNH6bVZWVsTGxuLt7U2XLl1YunSp0eeck5MTQUFBBAcHExoaWm9G3YULFzh27BhRUVFaDt/8+fN59913Gz1J27NnD/379+err75i+vTpBAcH8/e//51evXoZjcS3hmvXrmFtbY1SioKCAjw8PAB93uuuXbvYuXMntra2vPnmmwAopXB3d9fyquqOWsXExBAaGvrb515jZ/CGk8RVq1otmJJASrSZoiJYuhTqz+5OABbX+d0MW1s7dLpao1wk0F+Wuv/++4mNjWXo0KFUVFSQmJjIxo0bjaY8g/5DZcSIEYwaNYq4uDh8fHxQSpGZmcm6detYu3ZtvUt2Dg4O+Pr6UlNTw5kzZ6isrGzx6FFTLCwseP755wkNDSU4OJivv/6a3NxcOnfujLu7u5Z/4ebmhru7e73kVCFEx6CU4sKFC9oSCoYtOjpaW2IgPT2dqKioBpehqMvOzq7eZ6Wrqyt//etfCQwMJDAwkClTplBSUqIFWkFBQdrm7u6unRQaRrEMP586dQpHR8d6OY86nY7g4GAiIiK0bfjw4S2aBHG9M2fO4O/vj6WlJVevXr3hyV95eTkvvPBCvVErgzFjxugXLf71DL783DkcGnoinU4/MpWd3SqX+SSQEq2muBi2bYOffoKtW6HhyTBVwBfAeuA0kAn89qGh0+mIiooiNjaW2NhY/P39SU5O5scffyQxMZHS0lKjZ4uKimLkyJFa/tDVq1c5fvw4R48e5fjx45w9e7bJy2OmcHV1pUePHtTU1BAYGEhBQQE6nQ4fHx8CAgIICgqiS5cuWqBkmC0ohBA3UltbS1FRkRZo5eXlkZuby6lTp9i8eTN/+tOfmDp1qraOVGOsra3rzTA2CA0N5YghKRX497//rY1ueXt7U1RUhI+PD9XV1QwcOJCsrCyjiS8GRUVFuLu7A/rk+OLiYiIiIggPD9dGwJqSkpLCvffeS0BAAFlZWTcsX5dh1MowcrVnzx5mzpzJO++8A1u3cuGBB+gM9ACmAg1mkP30EzTxHjZXS+IOWf5AGLlwAZKT9UHT1q2Qnl6/jL+/4vTpo0ASkAhsBS5dVyqQBx+MZdq0EQwePJjMzEw2btzIK6+8Um9qsoWFBQ4ODuh0OiorK0lNTa03MtVS5ubmODs78+yzzxIWFkafPn34+eefKSsrqzfVuXPnzq0+vC2EEAZmZmZ4enri6elZL8G7qqpKm9zRr18/duzYQXZ2NllZWdqWnZ1NTk4Os2fPZuDAgZw8eZLt27fz/fffa89z9OhRvLy8CAwMJCAggB9++EE7STXcVqm6uhpvb29ef/114uPjyc/P5+DBg9qWn5+vBVEAn3zyCZs3bwb0s4F79OhhNHoVGxtbb8Tp3K85H6acbHp4ePDQQw9pi9VWV1f/NgEpL480oBY4gj4Lt0FNTO5pKxJI3eV++UU/4rR1qz6QT0+vf/m5Z0/o1y8Xe/skCguT+PnnJOD6/6xuwFCgF2CLnd1ZysoOMWPGWoqLi+slbtZVVVXV6GrIdel0OiwsLAgMDKR3796EhYVpZwshISH4+/trAZK9vX295Orw8PAbvyFCCHEL1b2fnp2dnZYbdL3Kykpqamq0kz7DyFVWVhanTp2irKyM/Px88vPz2bFjB6GhoXh4eJCdnU1lZaWWpJ6bm8vLL7/MtWvXCA8PZ/jw4axfv55evXoxefJkzpw5Q7du3dDpdAwePJhr165x8OBBfvnlFw4fPszhw4f57rvvcHZ2Nvrc/uabbzA3Nyc1NRUwLZC6XqdOnXBw+PVCnpcXw9AHULsBv8YO8vK66ddtKbm0d5e5eFG/7pPhUl1aWv3AKSwMBg0qw80tmZKSJFJSEjl69KhRGTMzc2przdBfwjMsgttyFhYW2Nvb4+/vj4+PD4GBgVRUVODp6Un//v0JCAjA1tYWX1/fNpthIoQQdzKlFL/88ovRSNaoUaOIiIigurqaiRMnsnr16gaPtbS0rJcwb2trS+/evenVqxdxcXGMHz+ec+fOcfDgQdLT0zl48CDW1tYsX75cO+aee+4xupTn5eXF448/zsCBAxk4cCD+/v4310jDLKfz5xueLi45Uk272wOppha9vJHSUv2xhhGn1NS6/wcVUMI991ymZ88cbGy2kZr6D3Jyspu8v1xzmZubY29vT9euXbGzs8PV1ZXQ0FD69u3LwIED8fPzMzobE0II0fqqq6tZvnw5rq6unDx5koyMDDIyMjhy5AhXrlxh6tSpVFdXc+jQIY4cOWKUGB8YGMhTTz1FeHg4QUFBJCQk0KtXL3r16kXPnj0JDw/HxsaGmTNnkpqayq5du+ol1vfp00cbqQLYvXs3PXr0MFr1vVmaWndHp5NZe025mwOpxha9bGzJjLIy+PlnxebNZWzZkseRI3kotQ44DuQCheh0pcBVlGp6FklTOnXqpK0UbGPjgrOzLwMGDGH27El0734Pdm2w0qwQQojWU1tby9mzZ+ncubP2mb106VJ+97vftejuCj4+PkRGRjJ16lSeffZZLly4wFtvvUVRURG7du0iJiaGjz76CNBfonR0dKSqqorQ0FCio6OJjo5m4MCBhIeH3/jKw5w58MEHUDddxNwcEhL0q0G3EgmkOoimlsxQ6jBz557CxeU027cf58iRbPLyznP1agFQAtzcrDYLCwucnZ259957mT59OuHh4Xh4eHDixAn8/Pxwdna+qecXQghxezIEWHVHrgz/vv766xQVFXH48GF27dpltGSDu7s7xcXFmJmZ8dVXX7F8+XJiYmIYMGAAAwYMwMvLi1OnTjFixAiys7Prva6trS2zZ8/mrbfearhiso6U6e6WQKqqqorc3FxOnDhBRsZR3njjBJcvn0Y/knQFfTJ3AZAP7Afq35y3OczNzfHw8KBLly74+vpSVlbG4MGDGTRoEAEBAXTr1k1GlIQQQhipra1Fp9NpE3k+//xzPv30UzIzMxtdlqEud3d3Bg0aRExMDEOHDqWoqIjdu3eze/du9uzZQ1lZGYsWLeLVV18F9In0999/v37EasAAoj/4gL5FRTT47XQn5Uht27aNP//5z+zfv5+8vDzWrFnDuHHjmjxm69atJCQkkJGRga+vL7///e956qmnmv2abRlI3Uz+UUtUVFSQkpJCeno6J0+e5OzZs1y4cIHQ0FAKCwspKCjg4MGDVFaaFhyZmVng5tYVHx9PunRxZfPmzbi5ueHt7Y2fnx/du3cnLCyMiIgIgoKCfpsJIYQQQtwEwwjWtm3bWLZsGbW1teTk5JCQkEBqaip79uzh0KFDRscMHz6cxx9/nP79+6OUIiUlhc6dOxslpv/jH/9gypQpRseZAz2BJ4DfNVSZO2EdqcuXLxMREcHTTz/N+GYMoWVnZzN27Fiee+45vvvuO7Zs2cIzzzyDl5cXcXFxLX35VtXS/KPGVFdXk5eXR05ODkVFRTz88MO/7oepU6fz44/r+OWXhu/0vWPHjkae1QywARzRLy3QGfjpujKe+PsHcv/9wQwbNoxp06Zpjyil5N5qQggh2pyZmRn+/v74+/szderUBsu88MILrFixQrsV15YtW9iyZQugTyWpqqrSfg4PDycmJoaIiAiWL19OXl4ee77/nt1793IeOAg80Fhl2mEdqZu6tKfT6W44IjV37lzWr19vtAjjpEmTuHjxIj/++GOzXqctRqSae6lVKUVJSQnu7u5cu6a/RcqSJUvZsSOZ3NwciopyKC3NRSlD4ps53btXUlxsjn6JjUnAP399rBOgA+wAJ8AdGAN0BTx/3eeLs7MX9vZ2193LDvT3s/MCAtGvomHdWsG3EEII0aaUUuTk5LB371727dun/WtjY0NUVBR79uyhuLi43nGLFi3iMS8v/J98kl3AIaA/EFmvJJCUBMOH33Rdb6uVzXfu3Kndc8ggLi6OWbNmtfVLN6qmRj8SZRxE7QIOolQOcJYJE3Kwts7h6tVzKFWNg0Ml5eWGa37bgJXXPasF4AP4cvx4OeD86/4FODvPw8OjG56eLnh46OjcGaPNw+O3n93cwMKisSUzntZezXA5+L77WvOdEUIIIdqGTqejW7dudOvWjUcffRT47fY5np6eKKXIzs4mKirK6NZhc+bMYQ76oQdHIAv4H+C7hl7kBvc0bAttHkjl5+fj6elptM/T05OysjKuXr3a4M0RKysrjXKFysrKWrVOP/9MA6M9HwErtN9qa+G3pZR0lJcXAl6Ym4ODwxSsraNxc+tGly6++Pr60q2bJ56eZvWCI1fXUJNyrszN9ZcYH3vMMEvvt8cMo2Z/+Uvb5HMJIYQQt4Lh9jmgD7QCAwMpLi7myJEj7N27Vxu1Sk9Npbi2lk7o86RCGnvCn3+GkSNvUe31bsulot99910WLlzYZs/f8CXUGPT3i+sG+AK+jBnjS3x8N7p398bb2xIPD3B2BjOz+DarW13jx+svMTaUx/WXv7TaLE8hhBDittGpUyd69+5N7969mT59OgAVr71G+nvvAfpk82tNHH+rtXkg1aVLFwoKjG8vWFBQgKOjY4OjUQCvvfYaCQkJ2u9lZWX4+vq2Wp0avhXPy79uv3n11fbPPxo/Hh5++NbMLBRCCCFuR9axsQz4NZACaPQ28+3wpd3mgVRMTAwbNmww2peYmNjgTRkNrKyssLKyarM63XefflTnRrfsuV3yj8zN2z+gE0IIIdrN0KH6JOKSksbLuLm1y5elWUsPuHTpEmlpaaSlpQH65Q3S0tI4e/YsoB9Nqjv98bnnniMrK4s5c+aQmZnJ0qVLWblyJa+88krrtMAEhvwj+C3fyEDyj4QQQojbjLk5fP5502U+/7xdvrhbHEjt27ePyMhIIiP1Ew8TEhKIjIxk/vz5AOTl5WlBFUBAQADr168nMTGRiIgIPvjgA7744ot2X0PKkH/Utavxfh+fVl1lXgghhBCtYfx4+P57/Rd1XT4++v3t9MV9198i5latbC6EEEKIVnALvrhvq3WkbneSfySEEELcQW6zL+4WX9oTQgghhBB6EkgJIYQQQphIAikhhBBCCBNJICWEEEIIYSIJpIQQQgghTCSBlBBCCCGEiSSQEkIIIYQwkQRSQgghhBAmkkBKCCGEEMJEEkgJIYQQQphIAikhhBBCCBNJICWEEEIIYSIJpIQQQgghTCSBlBBCCCGEiSSQEkIIIYQwkQRSQgghhBAm6tTeFWgOpRQAZWVl7VwTIYQQQnR0hnjDEH805Y4IpMrLywHw9fVt55oIIYQQ4m5RXl6Ok5NTk2V0qjnhVjurra0lNzcXBwcHdDpdqz9/WVkZvr6+5OTk4Ojo2OrPf7uSdt897b4b2wzS7rup3Xdjm0Ha3VbtVkpRXl6Ot7c3ZmZNZ0HdESNSZmZm+Pj4tPnrODo63lX/EQ2k3XePu7HNIO2+m9yNbQZpd1u40UiUgSSbCyGEEEKYSAIpIYQQQggTSSAFWFlZsWDBAqysrNq7KreUtPvuaffd2GaQdt9N7b4b2wzS7tuh3XdEsrkQQgghxO1IRqSEEEIIIUwkgZQQQgghhIkkkBJCCCGEMJEEUkIIIYQQJrorAqlt27YRHx+Pt7c3Op2OtWvX3vCYrVu3EhUVhZWVFUFBQSxbtqzN69naWtrurVu3otPp6m35+fm3psKt4N1336V///44ODjg4eHBuHHjOHbs2A2P+9e//kWPHj2wtramV69ebNiw4RbUtnWY0uZly5bV62dra+tbVOPW8emnn9K7d29tQb6YmBg2btzY5DF3cj8btLTdHaGvr/fee++h0+mYNWtWk+U6Qn/X1Zx2d4T+/t///d96bejRo0eTx7RnX98VgdTly5eJiIhgyZIlzSqfnZ3N2LFjeeCBB0hLS2PWrFk888wzbNq0qY1r2rpa2m6DY8eOkZeXp20eHh5tVMPWl5yczIwZM9i1axeJiYlUVVUxcuRILl++3OgxO3bsYPLkyUyfPp3U1FTGjRvHuHHjOHz48C2suelMaTPoVwSu289nzpy5RTVuHT4+Prz33nvs37+fffv2MWzYMB5++GEyMjIaLH+n97NBS9sNd35f17V3714+++wzevfu3WS5jtLfBs1tN3SM/g4PDzdqw/bt2xst2+59re4ygFqzZk2TZebMmaPCw8ON9k2cOFHFxcW1Yc3aVnPa/dNPPylA/fLLL7ekTrdCYWGhAlRycnKjZR5//HE1duxYo33R0dHq2WefbevqtYnmtPnrr79WTk5Ot65St4iLi4v64osvGnyso/VzXU21uyP1dXl5uQoODlaJiYlqyJAhaubMmY2W7Uj93ZJ2d4T+XrBggYqIiGh2+fbu67tiRKqldu7cSWxsrNG+uLg4du7c2U41urX69OmDl5cXI0aMICUlpb2rc1NKS0sBcHV1bbRMR+vv5rQZ4NKlS/j5+eHr63vDEY3bXU1NDStWrODy5cvExMQ0WKaj9TM0r93Qcfp6xowZjB07tl4/NqQj9XdL2g0do79PnDiBt7c3gYGBTJkyhbNnzzZatr37+o64afGtlp+fj6enp9E+T09PysrKuHr1KjY2Nu1Us7bl5eXF3/72N/r160dlZSVffPEFQ4cOZffu3URFRbV39VqstraWWbNmMXjwYHr27Nloucb6+07KDTNobptDQkL46quv6N27N6Wlpbz//vsMGjSIjIyMW3KD8NZy6NAhYmJiqKiowN7enjVr1hAWFtZg2Y7Uzy1pd0fp6xUrVnDgwAH27t3brPIdpb9b2u6O0N/R0dEsW7aMkJAQ8vLyWLhwIffddx+HDx/GwcGhXvn27msJpIQmJCSEkJAQ7fdBgwZx6tQpFi9ezN///vd2rJlpZsyYweHDh5u8tt7RNLfNMTExRiMYgwYNIjQ0lM8++4y33367ravZakJCQkhLS6O0tJRVq1Yxbdo0kpOTGw0qOoqWtLsj9HVOTg4zZ84kMTHxjkucvhmmtLsj9Pfo0aO1n3v37k10dDR+fn6sXLmS6dOnt2PNGiaBVAO6dOlCQUGB0b6CggIcHR077GhUYwYMGHBHBiIvvvgiP/zwA9u2bbvhWVhj/d2lS5e2rGKra0mbr2dhYUFkZCQnT55so9q1DUtLS4KCggDo27cve/fu5aOPPuKzzz6rV7aj9DO0rN3XuxP7ev/+/RQWFhqNjNfU1LBt2zY++eQTKisrMTc3NzqmI/S3Ke2+3p3Y39dzdname/fujbahvftacqQaEBMTw5YtW4z2JSYmNpmD0FGlpaXh5eXV3tVoNqUUL774ImvWrOG///0vAQEBNzzmTu9vU9p8vZqaGg4dOnRH9XVDamtrqaysbPCxO72fm9JUu693J/b18OHDOXToEGlpadrWr18/pkyZQlpaWoPBREfob1Pafb07sb+vd+nSJU6dOtVoG9q9r29JSns7Ky8vV6mpqSo1NVUB6sMPP1SpqanqzJkzSiml5s2bp5588kmtfFZWlrK1tVWvvvqqOnr0qFqyZIkyNzdXP/74Y3s1wSQtbffixYvV2rVr1YkTJ9ShQ4fUzJkzlZmZmUpKSmqvJrTY888/r5ycnNTWrVtVXl6etl25ckUr8+STT6p58+Zpv6ekpKhOnTqp999/Xx09elQtWLBAWVhYqEOHDrVHE1rMlDYvXLhQbdq0SZ06dUrt379fTZo0SVlbW6uMjIz2aIJJ5s2bp5KTk1V2drZKT09X8+bNUzqdTm3evFkp1fH62aCl7e4Ifd2Q62evddT+vt6N2t0R+nv27Nlq69atKjs7W6WkpKjY2Fjl7u6uCgsLlVK3X1/fFYGUYVr/9du0adOUUkpNmzZNDRkypN4xffr0UZaWliowMFB9/fXXt7zeN6ul7f7Tn/6k7rnnHmVtba1cXV3V0KFD1X//+9/2qbyJGmovYNR/Q4YM0d4Dg5UrV6ru3bsrS0tLFR4ertavX39rK34TTGnzrFmzVLdu3ZSlpaXy9PRUY8aMUQcOHLj1lb8JTz/9tPLz81OWlpaqc+fOavjw4VowoVTH62eDlra7I/R1Q64PKDpqf1/vRu3uCP09ceJE5eXlpSwtLVXXrl3VxIkT1cmTJ7XHb7e+1iml1K0Z+xJCCCGE6FgkR0oIIYQQwkQSSAkhhBBCmEgCKSGEEEIIE0kgJYQQQghhIgmkhBBCCCFMJIGUEEIIIYSJJJASQgghhDCRBFJCCCGEECaSQEoIIYQQwkQSSAkhhBBCmEgCKSGEEEIIE0kgJYQQQghhov8HQRL3VKJVXiMAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "hgeod_fun = curves_r2.quotient.metric.geodesic(curve_a0, curve_b0)\n", "hgeod = hgeod_fun(times)\n", "\n", "plot_geodesic(hgeod, translation=translation)\n", "plt.title(\"Horizontal geodesic\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can check the horizontality of this geodesic by computing the norm of the vertical part of its velocity for all times." ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "geod_vertical_norm = curves_r2.metric.norm(geod_velocity_ver, geod[:-1])\n", "\n", "hgeod_velocity = (n_times - 1) * (hgeod[1:] - hgeod[:-1])\n", "hgeod_velocity_ver = curves_r2.fiber_bundle.vertical_projection(\n", " hgeod_velocity, hgeod[:-1]\n", ")\n", "hgeod_vertical_norm = curves_r2.metric.norm(hgeod_velocity_ver, hgeod[:-1])\n", "\n", "plt.figure()\n", "plt.plot(times[:-1], geod_vertical_norm, label=\"initial geodesic\")\n", "plt.plot(times[:-1], hgeod_vertical_norm, label=\"horizontal geodesic\")\n", "plt.legend()\n", "plt.title(\"Norm of the vertical part of the geodesic velocity\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also check that this horizontal geodesic does not change if we resample the end curve." ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "hgeod_fun = curves_r2.quotient.metric.geodesic(curve_a0, curve_b0_resampled)\n", "hgeod = hgeod_fun(times)\n", "\n", "plot_geodesic(hgeod, translation=translation)\n", "plt.title(\"Horizontal geodesic when the red curve is reparametrized\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we can check that the quotient distance remains approximately constant for any parametrizations of the curves." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1.786340528543206\n", "1.7856982561916606\n", "1.7856982561916606\n", "1.786292893925995\n" ] } ], "source": [ "print(curves_r2.quotient.metric.dist(curve_a0, curve_b0))\n", "print(curves_r2.quotient.metric.dist(curve_a0_resampled, curve_b0))\n", "print(curves_r2.quotient.metric.dist(curve_a0_resampled, curve_b0))\n", "print(curves_r2.quotient.metric.dist(curve_a0, curve_b0_resampled))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Example in 3D\n", "\n", "Finally, we show an example for curves in $\\mathbb R^3$. We will use the following functions to plot our results." ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "def plot_curve_3d(curve, fmt=\"k\", ax=None, add_origin=True):\n", " if ax is None:\n", " fig = plt.figure(figsize=(10, 10))\n", " ax = fig.add_subplot(111, projection=\"3d\")\n", "\n", " if add_origin:\n", " curve = insert_zeros(curve, axis=-2)\n", "\n", " ax.plot(*[curve[:, k] for k in range(3)], fmt)\n", " ax.scatter(*[curve[0, k] for k in range(3)], fmt)\n", " return ax\n", "\n", "\n", "def plot_geodesic_3d(geod_points, ax=None, add_origin=True):\n", " n_times = geod_points.shape[0]\n", " k_sampling_points = geod_points.shape[-2] + 1\n", "\n", " if ax is None:\n", " fig = plt.figure(figsize=(10, 10))\n", " ax = fig.add_subplot(111, projection=\"3d\")\n", "\n", " if add_origin:\n", " geod_points = insert_zeros(geod_points, axis=-2)\n", "\n", " ax.plot(*[geod_points[0, :, k] for k in range(3)], \"-\", c=\"b\", linewidth=2)\n", " ax.plot(*[geod_points[-1, :, k] for k in range(3)], \"-\", c=\"r\", linewidth=2)\n", "\n", " for i in range(1, n_times - 1):\n", " ax.plot(*[geod_points[i, :, k] for k in range(3)], \"-\", c=\"k\")\n", "\n", " for j in range(k_sampling_points - 1):\n", " ax.plot(*[geod_points[:, j, k] for k in range(3)], \"--\", c=\"k\")\n", "\n", " return ax" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [], "source": [ "k_sampling_points = 50\n", "\n", "curves_r3 = DiscreteCurvesStartingAtOrigin(\n", " ambient_dim=3,\n", " k_sampling_points=k_sampling_points,\n", ")" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "image/png": 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YNmcjNaNBQoMgiL0ECQuCIFQyZ1PkE/QUGkSLooi+vj4Eg0GcOXMGtbW1Oa9HGQttSf1dl5SUYN++fdi3bx8AIJFIqEJjfHwc0Wh0y1Rwh8O8R4rVgvPthIYoikgmk0gmk7h27RpaW1u3lE4RBEHwCgkLgiAAQA16RFEEsLXUYzcKERarq6vw+/1wu924ePFiXjX9Vgsks8HDHnOltLQUdXV1qKurAwDE43HV2nZ4eBjxeHyL0GDD6YitQmNjYwNTU1NoampCMplMy2iw0ikSGgRB8AYJC4Ig0mZTpAY/+ZBPKZSiKJicnMTY2BgOHjyIjo6OvIPwYsqMjAz4ecpY5ENZWRkaGhrQ0NAAYDNQZhmNwcFBJBKJtKnglZWVugXJPB9jluXJzGgA2aeCk9AgCMLKkLAgiBuY3WZT5EOupUmJRAK9vb1YX1/H+fPnUV1dXfB6xQSURs2x4DHoLWTPLpcLLpcLjY2NUBQFGxsbakZjdnYWkiSpQsPn86GiouKGDpIzXcm2K51KJpNIJBLq10loEARhZUhYEMQNSi6zKfIhlyA6GAwiEAigqqoKFy9eLKr5l9eg/UZAEAS43W643W40NzdDURREIhGEQiGsrKxgenoaiqKkzdCoqKgo+vzjjd1c1jKFBssssoxGptBgrlMEQRBmQcKCIG5Acp1NkQ87BfqKomB8fBwTExM4evQo9u/fr8nkbKsLCx72aASCIKCiogIVFRXYv38/FEVRp4KHQiFMTExAEIS0qeBut3tPB8n5nhes/yL13zOhkS2jkeo6RRAEYRQkLAjiBiLf2RT5wHosMks8YrEYAoEAEokELly4gMrKSk3Wo6CdXwRBgMfjgcfjQWtrK2RZxvr6OkKhEJaWljA2NgaHw5GW0XC5XNueqzyeB8UOaMxFaNhsti3N4CQ0CILQExIWBHGDoHXpUybsZ6UGTEtLS+jp6UFdXR3OnTunqR0pD8KChz2mYlbQabPZ4PV64fV60d7eDlmWsba2hlAohCtXrmBkZASlpaVpGQ2n02nKXrVC68nvuQqNzB4NEhoEQWgJCQuCuAFgWQotS58ySRUWsixjZGQEMzMzOHnyJJqamnRZj6egncgdm82GqqoqVFVVoaOjA5IkYXV1FaFQCHNzcxgaGkJZWZkqMrQO0o1Czz2nCg12nbASyNSp4CQ0CILQEhIWBLGHyZxNoZeoAK4HSZFIBP39/ZBlGV1dXSgvL9dtPasLCx72yAN2ux0+n0+dDC6Koio0ZmZmoCgK/H4/ampq1KngpaWlJu96Z4w8L9i1SUKDIAi9IWFBEHsUSZIQj8cBXHeY0fsNKQC88MILaG5uxrFjx3S1wuQhaOc1KLP6cXU4HKipqUFNTQ0A4Ic//CFaW1sRjUYxMTGBSCSCiooKVWRUVVUV5UCmF2adHzsJjXg8jkQiASD7HA1ez2mCIIyBhAVB7DFYKVIsFsOTTz6JO++8M6+J1oUgSRIGBwcBAMePH0dLS4uu6wF8CAvA+kH6XkAQBPh8PvW8SyQS6rC+8fFxRKPRtKngVVVVpk8Ft9J5kSo07Ha7asKgKAri8XhaRoM1gjscDl0zoARB8AkJC4LYQ6Q2aKf2POjJ+vo6AoGA2phdW1ur63oMHoQFBV3GkXqsS0tLUVdXh7q6OgBAPB5XrW2Hh4cRj8dRWVmZNhXcaKFh5b6Q1OxmptCIxWLo6enB8ePH4XQ6UVJSomY0SGgQBEHCgiD2CMwBRpIk2Gw2tQwpl2nYhaAoCmZnZzE0NIS2tjYcOnQITzzxhGHBPg/CArDWm+kblbKyMjQ0NKChoQEA0qaCz8/PQxTFLULDiInWvAThqULDZrNhdXVVvf5isZj6PSyTQUKDIG5cSFgQBOew2RSiKG5xfWKzJbRGFEX09fUhGAzizJkzapbCyGC/2LWM2CsFVcaQ7+/R5XLB5XKhqakJiqKkCY3Z2VlIkrRlKrjWQoNXwcn2zcqmUjMarAQTIKFBEDcqJCwIgmN2m02hR/C8uroKv98Pt9uNixcvpvVv2Gw23TIkmVDGQntuxKBPEAS43W643W40NzdDURREIhFVaExNTUFRFLU3gwmNYo+VlUuhdoKdz5n3mWylU6wZPBaLqVlUEhoEsbchYUEQnJLLbAotA31FUTA1NYXR0VEcPHgQHR0dW9bkKWNhBBQ0GYdWx1oQBFRUVKCiogL79++HoigIh8Oq0JiYmFDnbLCMhtvtznv9vSQsMsl0oGNCQ5Ik1a0um70tCQ2C4B8SFgTBGamzKRRF2fFhrFXwnUgk0Nvbi/X1dZw/fx7V1dW6rpcLPAgLgK+MBYPHPeuFIAjweDzweDxobW2FLMtYX19HKBTC0tISxsbG4HA40jIaLpdrzwbIuQiLTJjQYOVkqUJDFEX165mlU3pbZBMEoT0kLAiCI2RZhiiK25Y+ZaJFxiIYDCIQCKCqqgoXL17ccR6AXj0d2eBBWPCwR94x+vjabDZ4vV54vV60t7dDlmV1WN/i4iJGRkZQWlqqZjOqq6vhdDqz7pvHoLkQYZHJdkJDFEUkk0kSGgTBMSQsCIIDWL1yMplUA5JcHrCCIBQsLBRFwfj4OCYmJnD06FHs379/1zWLWS9fKGgnUjEr4LTZbKqAADZLFJnQmJubw9DQEJxOZ9oMDdaXxGOQrIWwyCQfocHmaLDSKYIgrAUJC4KwOJkN2vm8tSs0g8C86uPxOC5cuIDKysqc/h2VQqXDwx5T4THQtRp2ux0+nw8+nw/ApoMaG9Y3NTWF/v5+lJeXo6SkBMlkEslk0pJTwbdDD2GRyW5CA8g+FZyEBkGYDwkLgrAwmbMp8n2YF5JBWFpaQk9PD/bt24ezZ8+qg+9yXc/IQJqnoJ3QB6ufAw6HA7W1taolczKZxMrKCmZmZhCLxfDss8+ioqIiLaORzzVnNGaUcG0nNJLJJBKJBAASGgRhFax79yKIG5idZlPkQz4ZC1mWMTIygpmZGZw4cQLNzc15r2dkKZTNZlOzOFaFt4wFoT8lJSXYt28fEokE7HY7jh8/rjpOjY6OIhaLwePxqI3gVVVVhk8F3wkr9IZkExrsJQzLaAiCQEKDIEyAhAVBWIzdZlPkQ66BbTQaRSAQgCzL6OrqQnl5eUHrGdm8DRT/ttoKQZIV4VEM8fZ7ZMe4tLQU9fX1qK+vB7BZhhgKhbCysoKhoSEkEoktU8HNFBpWvGZY/wUjF6HhcDgs9zkIYi9AwoIgLIQsy0gkEkVlKVLJxRVqYWEB/f39aGpqwtGjR4sKWox8Q2+0iCkEylgQ27FdgO50OtHY2IjGxkYoiqIKjVAohPn5eYiiCK/Xi6qqKvh8Png8HkPfxFtRWGSyndC4evUqpqamcMstt8Bms21pBrf65yIIHiBhQRAWgJU+MdcnrQZF7VSaJEkSBgcHceXKFZw+fVp9Y1rsejxlLPSGAhX9sfo5sBO5uKy5XC64XC40NTVBURREo1FVaMzOzkKWZXi9XjWj4fF4dD3vZFnm7rxmQoPdD+12u5rRSCQSWYf1kdAgiMIgYUEQJpPvbIp82O6tfjgcht/vh8PhQFdXF1wulybrUcZiKzzskTCeQs4LQRBQXl6O8vJytLS0QFEURCIRVWhMTU0BQNpU8PLyck0DZB4yFtvBRFFqRoP9Hli2eLup4CQ0CCI3SFgQhEkUOpsiHzIzFoqiYG5uDoODg2hra8OhQ4c0LaMwsnkbsH7QToEIsR1aBOiCIKCiogIVFRXYv38/FEVRp4IvLy/j8uXLsNlsaULD7XYXtS7PwoJlg1Nhn4WEBkFoAwkLgjAB5skuiiKA/GZT5EPqW31RFNHX14dgMIgzZ86o9pd6rac3vPQv8LDHVHgNlnjctx4vEiorK1FZWYm2tjbIsqwKjaWlJYyNjcHhcGyZCp7PPngWFrmUce0kNOLx+I72trweF4LQEhIWBGEwLEvB3uzr2XjJMgirq6sIBAJwuVy4ePGiOvlXj/VIWFyHAg39sfo5sB1G7Ntms8Hr9cLr9aK9vR2SJGFtbQ2hUAgLCwsYHh5GWVlZWkbD6XTuum9ebVsL2Xuq0LDb7eoMDUVRtggN1gjucDg0LWklCJ4gYUEQBqHVbIp8EAQBwWAQ4+PjOHjwIDo6OnSfmMuDsDDygc9j4MvjnnnDjDf/drtdFRDApoHDysoKVlZWMDc3h6GhITidzrSMRmlpqen71gotGs9Ts8uZQiMWi6nfw4QGy2iQ0CBuFEhYEIQBsNrnhYUFtLa2GvKQSSQSCIVCEEUR58+fV4MJPcnF3lYrihUxRjzkKZAgdsLs88Nut6OmpgY1NTUANsslV1ZW1Ebw/v5+lJeXp00F51lY6JFtIaFBEOmQsCAInWGlT5FIBJcvX0Z7e7vuawaDQQQCAdhsNjQ3NxsiKgB+MhZGwsMe9wK8BWlWPC8cDgdqa2vV/qtkMqk6Tl2+fBmRSAROpxOSJOHatWuoqqqCw8FPGGGEVW6uQoOVTJHQIPYa/NwRCIIzMmdTsIeM3muOj49jYmICR48exfr6uqEPKxIW6VCgoD9WPwe2g4c3/yUlJairq0NdXR0AIB6PY2pqCleuXMHo6ChisRg8Ho+a0fB6vaZOBd8NM/pDthMarBk8FovBZrNtaQYnoUHwCgkLgtABRVGQTCbTZlOwoUx6EYvF0NPTg1gshgsXLqCyshJDQ0OGBl48CYuVlRUoigKv16vrA5zXwJfQH94Cx7KyMni9Xqyvr+PcuXNpU8EHBweRSCRQWVmZJjSs1OhtheF+mQ6ATGhIkgRJkra1tyWhQfACCQuC0BiWpchs0Naz/2BpaQk9PT3Yt28fzp49q5YnCIKgihsj4KHHQpZlDA0NYW5uTv05qc2qxfr8a7FHM6HgxRh4Oy8YqZkWp9OJxsZGNDY2QlEUbGxsqD0a8/PzEEVxy1RwM4WGFR2tmNBg+9pOaLDSKfa/elmUE0SxkLAgCI3InE2R+YaJzXjQsgRClmWMjIxgZmYGJ06cQHNzc9rXjZ5ObfWMRTQahd/vBwBcuHABDocD0WgUwWBQ9fkvKSlRAyGfz6ebNS+hLbwFWTyUQmVju30LggC32w23242mpiYoioJoNKpmNGZmZiDLsmptW1VVBY/HY+gxsELGYje2ExqxWAz/+Z//idtuuy3N1paJDRIahFUgYUEQGpA5myLbTZ79XauAIhqNIhAIQJZldHV1oby8fMv3GJlBAKwtLK5cuYLe3l40NTXh2LFj6htBNlCM+fyvrq4iFAphdnYWg4ODcLvdqsioqqpCSUmJbnsk8ofn48tjIJjr/UsQBJSXl6O8vBwtLS1QFAXhcFjNaExMTEAQhLQZGuXl5bqXJVotY7EbqUJDFEU1WyGKIpLJpPp1u92uCg5WOkUQZkDCgiCKgDXhZSt9yoTd6Nn3FcPCwgL6+/vR1NSEo0ePbtswaXRga0VhkZrVOXXqFBobGwEga4mY3W6Hz+eDz+fDwYMHkUwm1UBofHwc0WgUHo8HPp8vp2ZVHgNHgO9gnRd4zVgU+tZfEAR4PB54PB7s378fsiwjHA4jFApheXkZ4+PjaXM2qqqqNC1LZHu3cnP5TrAXRCw7kZnRyBQamVPBSWgQRkHCgiAKJFuD9k4PwVRhUSiSJGFwcBBXrlzB6dOnUV9fv+P3m5GxMLLHYjc2NjYQCAQgSdK2WZ2dKCkpwb59+7Bv3z4Am644wWBQbVZNJpO71pBTkE5kg8e354B2gshms6nZwra2NsiyrE4FZ65TDocjrf/J5XIVvXcejzlwXdBly4RnExrJZDJtKjgJDcIoSFgQRAGwLIUkSTm7dRQrLMLhMPx+PxwOB7q6unJ6yBqdsbDZbIY1i+8mYlhDe319PY4fP67Jm8qysrK0ZtXUGvLp6WkAUEs7fD5f0esRucPj238e96xXpsVms6GqqgpVVVXo6OiAJEmq0FhYWMDw8DDKysrShEa+/U889FhsR66Z7t2EBmU0CL0hYUEQecDcOkRR3LX0KRN2Q89XWCiKgrm5OQwODqKtrQ2HDh3K+SFgZAaBrWdkKVQ2ZFnG6Ogopqensza0a7l+Zg35+vo6QqEQrl27ppZ2iKKIhYUFVFdXw+l06rKXGxleM0I879uI4Dy1LArYnArO+p9mZmYwMDCg9j8xMV9aWrrr3nkNoAvdezahwV6MJZNJ9XtShQbr4yCIQiBhQRA5km/pUzbyDbxFUUR/fz+Wl5dx5swZdSJurux1V6hM0RSLxRAIBJBIJNDZ2YmKigpD9sL2k1nasbCwgNHRUczNzWFoaAhOp1Ptz6iurs6rEdwoKKAwBl57LMzat8PhQE1NDWpqagBsTgVnQmNqagr9/f0oLy9P69HIvL5uhIzFbrBGb0aq0GAZDTZ3KdN1iiBygYQFQeTAdrMp8iWfnofV1VUEAgG4XC5cvHixINvTG6nH4tq1a+jp6UFtbS3OnTunzvLI9d9rDasht9lsOH/+PERRxMrKCoLBICYmJtDX15c2tbiqqorbxlLixsEqgqikpAS1tbXqy5ZEIpHVaIFdW1VVVVxnLPQSRfkIjVTXKSucA4Q1IWFBEDuQOpuCPZSKuaHmEugrioKpqSmMjo7i4MGD6OjoKHhNM3osjM5YKIqCsbExTE5O4vjx42hubrbMQy91Hw6HIy0Qisfjan/G0NAQEomE2gju8/lMHybGG1b5neeKVQL0fLHqvktLS1FXV4e6ujoA6dfX6OgoYrGYej25XK5dHd2shlYZi91IFRrsXp5NaGT2aFjxnCDMgYQFQWyDLMsQRbGo0qdMdhMWiUQCvb29WF9fx/nz59X6Yr3W0xoz7GZffPFFbGxs4Pbbb4fH4zFk7XzY7niUlZWhoaEBDQ0N6tTiUCiEYDCI2dlZdZgYK53S2+M/lz1bEZ72mopVA/Td4OWtf+r1BWyWSfr9foiiiMHBwTQhX1VVBa/Xa+nPZZSwSIWdn9mERiKRUKeCk9AgUiFhQRAZpKaC2cNfq5vkTqVCwWAQgUAAVVVVuHjxoib193t5jsX6+jri8Tiqq6tx5syZXUufMjHiwZdPYz+bWtzc3KwOE0v1+NfaepMgCoFXQeR0OuFwONDS0oK6ujpVyLNhmJIk7WodbSZmCItMdhMaO9nb8njOEIVBwoIgUshs0NZSVADZS4UURcH4+DgmJiZw5MgRtLa2arbmXsxYKIqCy5cvq65LN998s6UfWoUcj9RhYq2trZBlWW1UZdabTqczTWjs5oiz17HyOZANXgN0XvcNIK2cNVPIZ1pHK4qSNhW8oqLC1M9tBWGRSTahwf7E4/E0ocH6MxwOhybZf8K6kLAgiJ9TyGyKfMkM9GOxGHp6ehCLxXDhwgVUVlZqup4ZPRZ6CplEIoGenh5EIhGcOnUKg4ODln5AaSkQM603WaMqc8SpqKhQ+zO8Xm/eGRxeoVIoY+GlFCob2x3zbNbRLGMYCoUwMTEBQRDSrG2NLE0ErCksMkl9EWe329OExuLiIubn53Hy5ElVaLCMBgmNvcWN8eQhiB0oZjZFvqQG3myA2759+3D27FldAsG9lLEIhUIIBAKorKxEV1cXYrFY0WsZEZTqsUZmI3gikVD7M4aHhxGPx1FZWan2ZzB3KsJa8BhM8SqIgPyGzGVmDMPhMILBoFqamDpng5Um6nlceBAWmaQKDUVRkEgk1Kx9LBZTv4eExt6ChAVxQ6PFbIp8sNlsEEURQ0NDmJmZ0XWAG7A3eiwURcHk5CRGR0dx5MgRtLW1QRAExOPxotYy4rgY9XAsLS1FfX096uvrAQAbGxsIBoNq/ThrBM+lrIMe6MZAmRbjKdSylVlHs4yyLMvqVPArV65gZGQEpaWlaRkNrXugeBQWqbD9s8+QmdFIFRqZMzRIaPAFCQvihoU1nOmdpchckzXiGjHAjfc5FslkEr29vVhbW8Ntt92GqqqqtLV4CM7M2KPL5UJzc7NaPx6JRFShMTExkVZa5fP5uG8E5zXo4HHfPA+Z06qMy2azqbMxOjo6IEnSlh6osrKytIxGIXOIUuFdWEiStMXed7vSKVmWVaHBxAgJDX4gYUHccLDSp+HhYTQ3N8PpdBpyk1pcXMTa2hqqq6tx7tw5QzzUeZ5jsbq6Cr/fj4qKCnR1dW1pTuZBWKSWAZj1IBQEARUVFaioqFDLOtjb1sXFRYyMjKhBkM/nUx/uvMDTXlPhed+8BnV67d1ut8Pn88Hn8wHY7IFiQmNmZgYDAwNwu91pwzDzNVvgubcFyE0YbSc0JEmCJEnqLBISGtaGhAVxQ5Fa+jQxMYH6+nrdb0iSJGFwcBBXrlxBZWUl6uvrDRvMxGOPhaIomJ6exsjIyI4DAnkSFlYi29vW1EZwSZLQ19eH2tpaNQi6URrBjYTXAJ3XfQPGvfV3OByoqalBTU0NgM3MK7vGJiYmEIlEUF5eniY0drMX5z1jUcj+mdBg/y5TaKTO0Uh1ndLazZHID3paEDcE2WZT2O123YPucDgMv98Ph8OBrq4uDA8PcxfoG7meKIro6+tDKBTCuXPn1DeA260F8BHoWHmPdrs9LQh6+umn0dTUhI2NDXVicWVlpRoEWX2QGC9Y+ZzYCV73DZi395KSEuzbtw/79u0DsGm2wITG+Pg4otEoPB5P2jWWKeZ5LkEDspdC5ctOQkMURfXrmT0aJDSMhYQFsedRFAWiKEIURQDpNye9gnxFUTA3N4fBwUG0tbXh0KFDagrXSGHBSpOMeqAWIyzW1tbg9/vhcrnQ1dW1a00yD8LCqvvaCUEQ4PP51CnmqYPE5ufnIYqi2qDq8/lM9/dneyaMwcrX225YJTgvLS1FXV0d6urqAADxeFy9xlJd3dh15vV6IcuyJkNTzUKPjMt2QkMURSSTyTShwTIarHSK0A8SFsSehmUpWDCfekPRK8gXRRH9/f1YXl7GmTNnVEtQwJwMAmBcMFBI87aiKJidncXQ0BA6Ojpw8ODBnPaa+tmsDg973A6XywWXy4Wmpia1EZwFQZOTk2ppFbO21dt2MxNejy2vATrP+7Zqn0JZWRkaGhrQ0NAA4LqYX1lZweDgIBKJBEpKSuB2u7GyssKlfbQRpVwkNKwBCQtiT5Ja+rSd65MewmJ1dRWBQAAulwsXL17c8tbdjIwFYFx9br7N26ki7OzZs2o5Ti4UKyyMElq8sdOeUxvB9+/fD1mWsb6+jmAwmGa7yUSGFm44exWeA3Re9w2AiyAyU8xvbGygv78foiiit7cXkiSpfVIsa2j1zyVJkuH3gt2EBoAtjeAkNIqHhAWx58h1NoWWQb6iKJiamsLo6OiODcdmNFOz/Rm1Xq5rra+vw+/3o6ysDF1dXXA6nXmvBfDxxpqHPRaCzWaD1+uF1+tNs90MBoOqG05qk2p1dTU1gnMO78KCt70LggC32606t7W0tKRlDaenp6EoSs5zaszCCs3n2wmNZDKJRCKhfp2ERnHQHZ7YU7AshSRJu1rQaRXkJxIJ9Pb2Yn19HefPn0d1dfWOazLBYwSpGQsjyFVYzM3NYWBgAO3t7Th48GBBN27KWFiPTNvNZDKpBkDj4+PY2NhQm1R9Ph8qKys1cUjj8TjzHKDzGGixeyCPxxxAWuY9NWuoKArC4bB6nU1MTEAQhDQx73a7Tf/cVhAWmWQTGiyGYBmNTKHBXKeI7SFhQewJmDMEc33KxddaC2ERDAYRCARQVVWVddZCJloPkNsNo9/q73ZMJUnCwMAArl69iltuuUV1SSkEyljoh1b7LSkpSWtSjcViCIVCCAaDammH1+tVS6c8Hk/eD23eji2DZ2HB674BPkqhsrFdYC4IAjweDzwejzqnZn19HaFQCEtLSxgbG4PD4UjLaBjdBwVo4wqlN6z/gpEqNBKJBMbGxtDR0QGXy7XFdYq4DgkLgntyLX3KpBhhoSgKxsfHMTExgSNHjqC1tTXnNY1u3jZSzOyUsci03i122rMWwkLvBwI9cNJxOp1obGxEY2MjFEVBNBpVhcbU1BQAWO5Nq57w+Nl4FRZ7JWOxG6nlie3t7ZBlGaurq1hZWUnrg0q9zvItQ9Vz/1YiVWjIsoyFhQW0t7enlU7ZbLYtzeC8nmNaQcKC4BqWpdiuQXsnCi1LisVi6OnpQSwWw4ULF1BZWZnXmkZmLABjsyTbCYv5+Xn09/ejtbUVhw8f1vQBw8Mbax72aDSCIKC8vBzl5eVoaWmBLMsIh8MIBoPqm9aSkhI1+PH5fHuqEZzXc4JXYcH2zePegcJL0Gw2m3oNpfZBhUIhzM3NYWhoCE6nMy2jocd1xqOwSIXFCiUlJWqfWGZGgwmNzB4NXs+5QiFhQXBJ5myKfEUF+zf5PtyXlpbQ09ODffv24ezZs3k3opohLIzMkmQKC0mSMDQ0hMXFRdx8881qSYxWaxlt35svN9oDpRhsNhsqKytRWVmJ9vb2LQHQ4OAg3G63KjJSpxXzepx53DevwsIqMywKRavAPLMPShRFrKysYGVlRTVcYNcZmwq+W4lvLvBQCrUT7Lmd+hlSMxrsOSTLMhKJRNpU8BtNaJCwILgjczZFoW+h8gnyZVnGyMgIZmZmcOLECTQ3N+e9Xr5raoWRGYvUgXwbGxvw+/0QBAGdnZ1wu92ar2d1YcHgYY8Mqzz0sjWCZ5tWXF5eDlmWuQtceDonUuFVWPDadM7QSxg5HA7U1taq85ZSr7OJiQlEIhFUVFSkCY1CnN32QsZipxeY7L+T0CBhQXBELrMp8iHXUqhoNIpAIABZltHZ2YmKioqC1zS6eRswPmMBAIuLi+jv70dzczOOHj2q2wPF6sJirz0wzKSkpAT79u1TG/7j8TiCwSCuXr0KWZbx7LPPwuv1qgGQx+OxdCDDc4DO4773QsbCCOGceZ0lEgnVcWpsbEwV9KlCI5d9GbV/vWDCIleyCQ32Jx6PI5FIAMg+R4Pn8xQgYUFwQqEN2juRS/ZgcXERfX19aGpqwtGjR4u+MRrdvA0YG3yzdfr7+3Hq1Cl1kqxeWF1YMHjYI2+UlZWhsbERFRUVWFlZwa233opgMKh6+wNQ68Z9Pp8lG8Gttp9c4DVAp4xFYZSWlqK+vh719fUANgU9ExrDw8OIx+OorKxUhcZ2FtL5BuZWo9iMaGplhd1u3yI0UjMarI+DzdDg7XojYUFYnnxmU+TDTsKC9QYsLCzg9OnT6k1VzzX1wqg1NzY20N3dDQC47bbb8mpqLxSrCwueLHFT4W2/NpsNbrcbbrcbLS0tUBRFtdy8du0axsfH4XA4VJFhlBPOTvB2jBmUsTAHq5QSlZWVoaGhQX1ptLGxoQqN+fl5iKK4RWiwZ5AV9l8oWpda7iQ0YrEYAOBTn/oUbDYbPvOZz2i2rhGQsCAsC5tNIYqiJqVPmdjtdrX5O5VUW9SLFy8WbYuayl7tsbh69Sp6e3tRV1eHtbU1w4I2qwsLgM+30jyR7fcvCILaCN7W1qZabmY64TCRUV1drTaCG7lvHs8NnvfNc2Br1cDc5XLB5XKhqalJtZBmPRqzs7OQJAlVVVWQZRnRaNSSmcNc0LuUK5vQCAaDau8LT5CwICyJHqVPmWQG+YqiqO4zbW1tOHTokOY38r3mCiXLMkZHRzE9PY2TJ0+ioaEBc3NzprlQWRUe9riXSbXcPHDggOqEEwwGMTExgb6+voLqxouB5wCdx33znLFgb7KtKCxSSbWQbm5uhqIoiEQiWF5eRjAYxMDAAARBUEsUq6qqUFFRwcXvxehSLkEQEIlE0NHRYdiaWkHCgrAcxcymyIfUIF8URfT392N5eRlnzpzR7S2BGYGwXhmLWCwGv98PURTVpnb22UhYXIeHh+aNRqYTTmrd+NDQEBKJhNoI7vP5dGsE5/Hc4FVY8BCYbwe7f/O2f0EQUFFRgbKyMoyPj6OrqwsbGxuqqL98+TJsNlvaDA2rZjTMcJ1jGR7eIGFBWIbU2RTsIaDnDYYJi9XVVQQCAbhcLly8eFHXIVx7JWPB5nnU1dXhxIkT6g3XjJ4CqwsLgI898kyx94nUunFmlcyExuzsLGRZRlVVlVo6VV5eXvSavJ4TvAoLnjMWvAoLRuoMCFai2NraClmW1V4oNhST9UKxjIbL5bLE780MYREOh4tyoTQLEhaEJZBlGaIo6lr6lAlLNf7nf/4nDhw4gAMHDui+Ju89FoqiYGxsDJOTkzh+/DhaWlp0XW83zHDZyhcrPBTzgbf9av37FwRBbQRn5RzhcBihUAjLy8tpjeDsT6F9WLwda4DfN/+87hu4fo7zun9JklTHo1RsNhu8Xi+8Xi/a29vTeqEWFhYwPDyM0tLStGvNLNMFM4RFJBKBx+MxdE0tIGFBmArrpdjY2EBpaWnBw+7yJZFIYGZmBhsbG7j11ltRXV2t+5oA3xmLeDyOQCCAeDyO22+/fdsbntHBvtWFBcDHHonsCIIAj8cDj8ejvmXNDH6cTmda8JPLpGJezwnKWBgPe+HG6/5zbTxP7YUCNj93NtOFfK81LTBjDgeVQhFEnjBRcfXqVQwMDOC//Jf/YsiNMxgMIhAIoKysTJ0oahRmDcgrds3l5WUEAgHU1NTg7NmzO05eNbLvgTIWhNFkBj+sETwUCmFqagr9/f3qfcXn88Hr9Wa9XngN0HneN69v/I0oDdaTQh2t7HY7fD4ffD4fgOzXWnl5eVqPhl7ubkY3b7PGd8pYEESOpM6mcDgchrxNUhQF4+PjmJiYwJEjR1BWVobLly/rumYmvA3ISz1mx44dQ0tLy66/J6Mbqq0uLAA+9pgKb/s1M+DKbARnk4qDwWDaADHWn8F8/c3edyGw84K3fQN8ZyysajWbK1qVEWVea8lkUhUazN2NiXrWo7HTS7B8kCRJ1/7LbEQiEeqxIIjdyDabwm636/4WPxaLoaenB7FYDBcuXEBlZSWWlpZMyx4Y+dav0CxJIpFAIBDAxsaGesxywUjxRBkLwmq//8xJxawRPBgMpjWCS5KEaDSqSSO4UfAsLHjOWPAsigD9hFFJSQn27duHffv2Abgu6kOhEEZHRxGLxVQb6aqqqqJspM1yhSJhQRA7sN1sCr37DpaWltDb24va2tq0Mh6z+h0AY8sJCgm+Q6EQ/H4/qqqq0NnZmVd62ehyL6sFltngYY+EPmQOEItEIggGg1heXsbAwADsdrv6htXn82k6kFNreBYWPAfnvGcsjNp/pqiPxWJbbKQzp4LnKhaM7rFIffHAGyQsCEOQZRmJRCLrbAqbzQZJkjQPtmVZxsjICGZmZnDixAk0Nzenfd1MYWHkgyKfQF9RFExMTGB8fBxHjhxBa2tr3r8TI0uh2FqSBDz3nIDFRQENDQruuEOBkS+XJAl4/nm7un5Xl6Suz2swQ2gP8/WvqKjA5cuXcf78eYiiiFAohCtXrmBkZARlZWVpQsOo5tRc4FlY8J6x4HXvgDlv+wHA6XSisbERjY2NUBQlTWjMz89DFEV1Xk11dfWO82qM7rGIRCIAQD0WBJEJK31KJpPbNqCxG46WwiIajSIQCECWZXV4WyZM0BgJ+3xGCppcMxaJRAK9vb1YX1/HbbfdBq/XW9B6RguL73/fhU99qhRzc9fPneZmBZ/7nIh779X/OH/vew58+MNlmJ+//tBpapLxyCNx3HOPCICvjAVvQSPvzcSsRKOjowOSJKk149PT0xgYGEB5ebnan6FlzXihewb4O0cAyliYiRX2LwjCluxhNBpVhcbMzAxkWd4iNNg5Y7Q4YsKCSqEIIoXtSp8y0fot/uLiIvr6+tDU1ISjR49uezMwuxTKyDV3+5wrKyvw+/3weDy4ePFiUc4aRpZCPftsLf7oj+qQeTjn54H77nPgm9/UV1x873sOXLrk3LL+woKAS5ecePTRGGpqjAlmdsqa5AtPQohXsgkiu92Ompoa1NTUANgU+2xKMasZTy3l8Hq9hjvVAHwKC8pYmIcV9y8IAsrLy1FeXo6Wlha1TJEJjampKQBQHaeSyaShnyEajaK0tNRSGctcIWFBaI6iKKrrE3t47vQgYoE/c4gqFEmSMDQ0hIWFBZw6dQoNDQ07fr8RTeOZmJGx2CmDoCgKpqamMDIygsOHD6O9vV2DicI2PP98KWIxm65lSZIE/OVfHvp5UJ++Z0URIAgKfv/3HXjzmxOarK8ogChuritJQCIBfOhDZTuu/5GPlOF//k/9A/VcsiaE9djtWistLUVdXR3q6uoAIG0iOCvlYIGPz+dDRUWFrkE/z8KCMhbmYVYpVD6klinu378fiqKoU8GXl5exsbGBwcFBLC4uqsLe7Xbrdk6Fw2Fdf76ekLAgNEVRFIiiCFHcDGZyGXinRbAdDofh9/vhcDhw8eLFnBogWYmQ0Q5NRmdKtiv5SiaT6Ovrw+rqqmZDAh97zIb//t+7sLR0fTqqlmVJiQRw9Spw5YqAH/7QhqWl7W9hiiJgdhY4d64E5eWbYiBVGGz+vSzt75t/BMjy1u9VlPzOEUURMDcn4H3vuwMdHXbU1jrg9SqorAS8XuXn/3/zf6uqoP5/r1dBeTmQ6ymZS9aExIW1KFRoZmsEZ0JjcnISgiCoIoNNBNe6bw3gU1goimL54HY7eBcWPO5fEARUVlaisrISbW1tePbZZ3Hw4EHE43EsLS1hbGwMDocjbViflsYL4XCYy8ZtgIQFoSEsS8EePrneSFiwXUi/g6IomJubw+DgINra2nDo0KGc100twTLygWO0sMiWsVhdXYXf70d5eTm6uro0Sbc+9pgN993ngKKk31Z2K0tKFQtXrwq4cgUZ/3v9/4dC+Qc0Q0PmPtBmZiowM5Pfv7HbrwuQqiolRXSkCxCPR8FDD+2eNbn7btHQZnYj4bHHQos3/5lvWGVZxvr6OoLBoNoIXlpaqoqM6urqon34eTzWDMpYmIcZU6u1RpZlVFZWqj0PkiRhbW0NoVAICwsLGB4eVo0XWBbR6XTu8lO3h82w4PGcJWFBFE1q6VM216dcKKQsSRRF9Pf3Y3l5GWfOnFGH5uSKWcLCaDvW1PUURcHMzAyGh4dx4MABHDhwQJMblyQBDz7o2DbABRT85m868PTTEq5dE34uIjbFRL5iweFQUFcHuN0KxsZ2f9h+4hMibr5Zgd2uwGYD7HbA4QBsNgWynPz53wX1v9vtm1+z25H23zL/+wsv2PHWt7p3Xf/++0dx003VEMUKrK4KWFsTsLqKlP8vYGVFwNra5n8TRQGSJCAUQkFCKhWWNfn4x8tw110i2ttl7N+vQKfhtESeaBk02Gw2eL1eeL1etRF8dXUVwWAQMzMzaiN46hvWfEtPeRYWvO+dZ2FhtKOS1jATmtQ4IdUmGkCa8QJ72elyudKut3xe4EWjUbjduz9frAgJC6Iocm3Q3o183+Kvrq4iEAjA5XLh4sWLBb2JSxUWRmL0UDe2niiK6OvrQygUwtmzZ9UG0WKQZWBqCvi//9ee5sq0lc3A+ctfzn7LYWKhvl5BXd31/19fj5//XUFDw+b/r64GbLZNMdPRASwtlWYtUxIEBc3NwIc+lL2JedMCWcqpXC8br3qVhKYmGQsLwrbrNzUpeNe7JnH8eCl8vt3PUUUBolGogoMJEPYnVZSsrgoYHrahr293UfzXf12Kv/7rzYea3a5g/34F7e0yOjpktLen/n9trgUtG8n3IkZc/3a7HT6fDz6fD8Bm6SMrmxofH8fGxoY6PMzn8+Xk6c9zgMvzW3+e9w5s7r8YQxCzYdfrTtdHpvGCKIqq0JiamkJ/f3+asK+qqtrxmITDYS4doQASFkQRsCwFextRzNugXEuhWLPx6Oho0W/czWikBowvhbLZbIhG4/jylwcRDntx662nUFWV/6W/tgb09Qno6xPQ22tDb6+A/n4B6+u5H/+775bwqlcp24qFfLDbgd/7vUl87GNHIAhKWnAvCJsPgs9+Vr8SILsdeOSROC5dcm67/sMPx2G35x5ICgJQXg6UlytobNz93zz7rB133737W61bb5Wwvg5MTtoQiwmYnBQwOWnDj3+89XsrKl6NAwdkHDpkQ3v7pvBgoqO5WcFuL7nNaCTn7U20GU3QJSUlaY3gqZ7+/f39aZ7+Pp8vzWozdd+8HWsG76KI1+MO8C+MWGyST2WDw+FAbW2tWknBHN6YsGdTtVOFRmoGMRKJaNpj8cwzz+Azn/kMXnrpJSwsLOBf/uVfcO+99wLYfOnw8Y9/HP/+7/+Oy5cvw+v14rWvfS0+/elPo6mpKe+1SFgQeZPLbIp8yaUUKnXOwvnz54tuNjajkRowVlgoioLHHrPhs589h+Xl641lOzVUSxJw+bKA3t7NP0xITE5m/x2Xlm6+AR8f3/3B8cADEl75Su3e1t555wq++MU5PPJIM+bmrv/35uZNUaH3HIt77hHx6KOxnwfS149PU5OChx/eDKRfeEG/gKCrK7esyRNPRGG3b2aYrlzZFBWXL2/+7+SkDRMTm7/fq1dtCIdL0NMD9PRsXc/hUNDaej3DkZrxaG+X8eMfG99IzrM1rpnBYubwMObpHwwGMT09DQBpZRxut5t7YcHr3vdCYM5zj0VqRUahZDq8xeNxhEIhrKysYHR0FMFgEH/2Z3+GCxcu4M4770QoFNI0YxGJRHDzzTfjV3/1V/G2t70t7WvRaBQvv/wyHnroIdx8880IhUL43d/9Xdxzzz148cUX816LhAWRF1qVPmWyW8YiGAwiEAjA6/Vq1mzM1jXDctaINUVRxF//9QL+4A8Ob/kaa6j+u78T0dqqbMlCbGxk/502Nys4fVrGqVMKTp/e/HP48GbvwpEjpZifz+6exMqS7rhD2yBQEAS89rVr+PVf32fa5O177hFx993ijqU/egW/+WRNgM2sUGOjgsZGCZ2dW39eJAJ897u9sNkO4dq1yjTRMTVlQyIh4PJlAZcvZ3/A2mzKDd1InitWE0OZnv6yLCMcDiMYDKoOOCUlJSgvL4csy4jH40U3ghsNz2/9eRcWvO9fi6qMTMrKytDQ0KDa4i8vL+M973kPnn76aXzwgx/E8vIyamtr8YlPfAJ33nknbr/99qKuuTe+8Y144xvfmPVrXq8X//Ef/5H23770pS/htttuw/T0NFpbW/Nai4QFkTMsS1Fog/ZObBfgK4qC8fFxTExM4MiRI2htbTVkXT0xosciHA7jpZf8+Oxn7/j5f8neUP3rv569xtPlUnDypKIKiFOnNsXETm0Zn/uciPvucwBQ0tbTsyyJnQt2O36eCcntuCqKgunpaUxMTMDj8ai16IXac9rtwCtekV0Y6x3M5JI1yZXycqCjI4yjRzfg86VbJ8oyMD/Pshyb4uJ6xkPA8rINsrz9Z2WN5F/6UgkuXUri56X/NyRWnwdhs9lUq8329na1EXxhYQGSJOEnP/kJ3G63Wja1W724FeA5uOXdVYnnYw8Yc/xramrwvve9D+973/sgyzLe+973qu5uf/u3f4vV1VVcvHgRr371q3HnnXfi/Pnzul5zq6urEAQBVVVVef9bEhbErmTOptBaVADZS6FisRh6enoQi8Vw4cIFVFZWaromYJ6w0HPN+fl59Pf3Y2bmBJaWdnrDsfk7rK9XcOut6VmIgwfzf+N/770yvvlNEQ88IOPq1evr6lmWVEj2h7mJBYNBHDx4EBsbG7h69SpGR0dRVlamiozq6mrNbtx6C8lcsibFYrMBLS0KWlok3HHH1q9//esOvP/9u/u4P/SQEw895MSBAzLOnZPUPzfdJKNQG3irBui7wcu+WSO4IAhYW1vD+fPnt9SLM4HOJoJbLRDmvRTK6sJtJ/ZCKZTRlvRlZWW47bbb8PDDD0NRFAwNDeGHP/whfvSjH+Fzn/scbrrpJvzoRz/SZf1YLIaPfOQjuO+++wqKu0hYEDuSOZuiUAed3cgshVpaWkJvby9qa2tx9uzZoiZy77buXhEWkiThqafG8f3v2zA8/Bo8+2xuHtqPPCLine/UZj/33iujtTWAkZF6CEKT7mVJ+Z6LbJBiaWkpOjs71X/P7DlXVlYQDAYxMTGBvr6+tGyG1+st6K2bUcHMTlkTI+joyE08NTbKWFiw4fLlzT/f/vZmwORwKDh5clNsnD27+b/Hjsm7njtWKyvKBR73DFwPzktKSrBv3z7s27cPwGa9eDAYRCgUwuDgIJLJpNoIXl1dDY/HY/oba96bt3ndO8D//s2wy2XN3cDmM+T48eM4fvw4fud3fgeyLOPatWu6rJtMJvGOd7wDiqLgy1/+ckE/g4QFkRUtZlPkAwu2ZVnG6OgopqenceLECTQ3N+u2Jlu3kMF8xa6plbBIJIDnnxfwr/8q4V//VcH09Om8f0ZDg7ZBjsMh4NZbIzh4UH/Blk/GYnFxEb29vWhtbcXhw4chCAISiYT69Uy7QNZcFwwGVdecqqoqVWiUl5fnfE3wFEgWep3n2kje1xfB6irQ3W3HSy+xPzZcvWpDIGBHIGDHV7+6+W/KyxXccst1oXHunITWViXnqeRWtb21einUdmz31r+srCytEXxjY0MVGtPT01AURRUZPp8Pbrfb8M9OPRbmwfv+zci47OQKZbPZ1CZwLWGiYmpqCj/84Q8LrhIhYUFsQa8G7Z2w2+2Ix+N44YUXIMsyOjs7DfFwtlLztiQhpwbkhQXg8cdtePxxG5580pZm92q3K+jsVPCGN8i46y4Zb3tbieEN1UYe01zOS1mWMTIygtnZWdx0002or68HsHuwn9pcpygKIpGIKjQmJibUAUlMaGzXWMdrMJMv+TSS+3zAa14j4TWv2bzHKAowNyfgpZfsePllG156yY7ubjvW1wX85CcO/OQn19eprZXThEZ7e/aAxQzb23zh7dzIpZxIEAS43W643W60tLRAURSsr68jFArh2rVrGB8fh8PhUK+dYicU57N3XoNbCszNxYz9Gz3HgomK0dFR/OhHPypqzhUJCyINLWdT5EMsFsPi4iJaWlpw9OhRwy5iqzRvP/aYDQ8+6EgbMscsYd/8Zhk/+5mAH/zAhh/8wAa/P/0BU1UVx2tfm8S995bhNa+RkerCa1ZDtVFv6HfLWMRiMQQCASSTSXR2dhbsCy4IAioqKlBRUYH9+/dDlmV1qjGbssqGH7Fm1tTyPZ4yFsVQaCO5ILD+DRFvecvmf5MkYHTUhpdesqmZjb4+G65ds+GJJ2x44gl2fNvQ0FCHri4Hzp+XcO6cjJkZAb/xG8ba3uYDr+dDIX0KgiCojeBtbW3qtcMmFA8NDcHpdKoiQ8veplQoY2Eee2H/RgsL1rekFeFwGGNjY+rfJyYm4Pf74fP50NjYiLe//e14+eWX8f/9f/8fJEnC4uIiAMDn8+XtwknCggCw+cCIx+O4evUqamtrDRMVkiRhaGgIKysrqKmpwYkTJ3RfM5Vc5mdoTaaYeewxG+67z7ElCJqbA971LgcqKoBwOF0UnDkj4fTpGVy4sIx3vOMgKircALZ+jnvvlfE//2cQH/tYOa5du/5WUO+GaiOFxXZrMYvimpoanD9/XtMHg81mU4Mg4PpU42AwiNHRUcRiMbXGXJIkw8+xYinm96dVI7ndDhw7JuPYMRnvfvemCIjHgd7e60Lj5ZdtGBmxY3HRhe98B/jOd1hAyvZvTdtbXhuJtdh36rVz4MABdUJxZm9T6uAwLa5dnjMWPO8d4F9YmNFjEYlE4HbvPvw0V1588UXceeed6t8/+MEPAgDuv/9+fOITn8D3vvc9AMAtt9yS9u9+9KMf4VWvelVea5GwINTSp0gkgu7ubrzuda8z5KHHGmkdDgeamppMufGY3bwtScCDDzJRkXnMN/8eDgNer4LXvU7G618v48yZK1hYCKCpqQnHjp3c9bi96U0JtLS8BLv9VYbMeTA7Y6EoCiYnJzE2NoajR49i//79up/PmVONWY15MBhENBrF8PAwrl27pmY0CrW15QW9GsnLyoDz52WcPy8DSAIALl++hieeCCESOYmXX7bh+eftWF7e/ppgtrfPP283tdmdx9+/Hm/9MycUs96mUCiEoaEhJBKJLRPBC3lW8Bzc8rx3NlCXSqFyh5XeapmxeNWrXrXjc1nLZzYJixuc1NkUejkvZaIoilo+whppx8fHEYvFDFk/FbOFxXPPCWnlT9vxzW8m8apXSRgZGcHMzAxOnTqFxsbGnNbbnDCu5DXnoRiMGgDI1kq9IYqiiN7eXqyuruLWW28tyINbC1wuF5qbm9Hc3IyXXnoJ1dXVsNlsutva3oh4PArOng3htts2G/G//W0Hfu3Xdvet/eM/LsWv/VoSd90loa7O2NKkG6kUKl8ye5s2NjZUoTE7OwtZllUTherq6pxNFHjNEgF8l3Gxc51XYQSY17xtZI+FlpCwuEFJnU3B0qxMWOiZ9mMzBJaXl3HmzBn1LZUZJUmAec3boijjBz+w4WMfy+1mNTeXxAsv/AyyLKOrqyuvXgGjP6ORTlupwiIcDqO7uxtOp1PT6ezFIggCXC4XGhsb1WFj29nastIPnh/CZpAadOXqcvbiiw68+OLmPe/sWQmvf72I179exC23yND78PMa5Bq979RG8ObmZiiKgnA4jFAohOXlZYyPj6szNljplGubYSg8B+c8ZyzYs4fX/QPm9ViQsCC4QZZliKK4xfWJXfiSJOnyBnV1dRWBQAAulwsXL15Mc9ExI8A3Y91oFPjOd2rxjW/sw8RE7sf42rVenDnjwfHjx/O+wRlZmmT0emythYUF9PX1ob29HYcOHbJUAJF5PHaytR0YGCjK1lar/fJE5rmWi+1tba2CX/7lJJ580oHubjtefnnzz1/8RRnq6mTcddem0LjzThFerz775u04A+bX+guCAI/HA4/Hg9bWVsiyjLW1NQSDQSwsLGB4eFjNBjKhwV4wmL33YuBZWLA4g/dSKKMqOoDNF7CxWKxgsxGzIWFxA5E6m4K9eUp9uDGBoXWgrSgKpqamMDo6igMHDuDAgQNbHqpmzJNg6xohLObngb/9Wzv+/u/tCAb3AwAqKxXcf7+Eb3/bjitXtreEramJ4Rd+oQ6trYXN9DBaPBktZFZWVnDlyhXcfPPNunh7641WtrbEJrnY3n7hC5sOVQ89lMDiooD/+A87Hn/cgR/9yIGrV234xjds+MY3SuBwbDaeb2YzJBw+LOc8Q2MnqBRKG2w2G6qqqtSSR9YIHgqFMDU1hf7+flRUVKC6ulqdk8QjPAuL1OG6vGJ0KVQ4HAYATXssjISExQ1C5myK7SZoax3gJxIJ9Pb2Yn19HefPn1dddDLhtRRqt9kT3d0C/vIv7finf7Ihmdw83i0tCbzjHYv46EfrUVkJXLyo4L77HFuCIECBomy6NxUqKgBjex6MXC8Wi2F2dhaiKKKrq6sgBw0jRFA+axRra0tsko/tbUODgkuXRFy6JCKRAH76002R8fjjdoyO2vHMMw4884wDf/iHQHu7jNe9brNk6hWvkJDL+IVsQ/qsFqDnitX3ndkInkgkVJEOAD/72c9QWVmpZjQqKyu5CNh5FxZGWtfrgdHCIhKJAACVQhHWJZ/ZFFoG+MFgED09PaisrNy15t3MjEWh6243e+IznxFRUgL85V/a8eyz1x8GXV0yHnhAwsmT44hG11FZuTmo7d57ZXzzm+LPf9b1n19fn8DnP6/gF36huF6BbHMz9MSI9ZaXlxEIBOB0OuH1ejW15dOaYh6o29nahkKhLba2xTjmZMLbG/Vsx7gQ29vSUuCVr5TwyldK+PM/B8bHBTzxhAOPP+7Ac8/ZMTlpw1e+UoqvfKUUbreCV75yM5vxuteJaGnZesy2G9L3iU8k0NLCX6BldWGRSWlpKerr61FbW4uFhQWcO3cO4XAYwWAwrRGcXWMVFRWW/Hw8CwveHaEA4z9DNBpFWVkZty+N+Nw1kRPM5k0UxZzfGtjt9qIDfEVRcPnyZVy+fBlHjhxBa2trTuualbFIJpN5/7udZk/8t//mALOKdTgUvO1tm4Li/PnNb56Y2PoG+957ZbzpTXF861sLGBgI4ZZb6nHvvTVwOIp/yLFjb1RQoGcWQFEUTExMYHx8HMeOHYMkSQiFQrqspSVaHY+dbG1nZmYAQA2SbgRbW2DnY1us7e3Bgwre974k3ve+JMJh4OmnNzMZTzzhwPy8Dd//vgPf//7mY/TkyeslU7feKuHf/92BS5eyD+l773t9+NjH6nHHHQVvzRR4ExYMdo643W5UVlaiqalJLTsMBoMIhUKYmJhIE/Ls+rECPAsLnvfOMLp5OxwOG95bpyUkLPYomaVPuaYii80cxGIx9PT0IBaL4cKFC6isrMzp3/HUvJ3L7AlBUPB7vyfht39bQkvL7mvG43H09PSgpWUDb37zGU1rK9lN3aibo17CIplMqmV1t912G7xeL6ampiz/dl3Ph0Oqra2iKFhfX0cwGCRbWx2oqADuvnszC6IocfT22vD44w488YQDP/uZDf39dvT32/H5z2/OnUkkkPUewYb0feUrx/H7v2/ekL5C4FVYZKvzTy07TG0ED4VCuHLlCkZGRlBWVpYmNMxwmuPdVckMRyWtMXpAHhMWvELCYg8iyzISiURBtY3FZCyWlpbQ29uL2tpanD17Nq80Hk/N27nMnlAUAa9/vbxFVGRbk02Irq6uxpkzZzRPf6ZmLIxAD2Gxvr6O7u5uuN1udHZ2qg94oxvFC8WIPQqCgMrKSlRWVpKtrc4IAnDTTTJuuimBD30ogeVlAU8+udmb8eSTDqys7H5/WFpy4fnno6YO6csXXoVFLrMUUhvBOzo61OsnFAphenoaAwMDKC8vT7t+jChV4X0OhBlTq7XGjFIoq5bl5QIJiz0EK31irk+FNEwVUpIkyzJGR0cxPT2NEydOoLk5/0ZjM0uh8hU0i4u5HdPN79saUDJhkVoypueE6NSMhRFonX2am5vDwMAAOjo6cPDgwS1vHa0uLMx6OFjd1lYrrBDs1tQoeOc7RbzznSJEEXjkkVJ8+tO7u3flei+xClY41oVQiDNR5vWTSCRUoc76myorK9WMhtfr1SWA3gsZC173zjCjedvKfYO7QcJij1Bo6VMm+Qba0WgUgUAAsiyjs7OzYBcDnkqhBgdzO67bDeraHJAn4qWXXkIkElHLevSCnQdmTcMuFFmWMTg4iMXFRdxyyy3Yt2+fbmvpjRX2mKutrSiKBfUdEZs4HJt9HZ/+9O7f+8Mf2nH77RL27zf//MgFXoWFFjMsSktLt/Q3MSOF+fl5Vaizsimt3jjzbte6F4SFGT0WvDpCASQsuGe32RT5kk8p1OLiIvr6+tDU1ISjR48WdeHxUAq1vAx84AMOfPvb7HMq2Npjsdlf0dwM3HFH9mBhY2MD6+vrqKurQ1dXl+517zyWQm1sbMDv90NRFHR1dW3bRMmDsLBiQLCdrW0oFMLS0hIGBwcxPT1NtrYFstuQPnbv+MY3SvGP/1iCV79awnvek8R//a8irDymhFdhocfUbZfLBZfLldYIzoTG5OQkBEFQrx82EbyQPbC98xqc8+4KxSpBjDz+kUiEeiwIc1AUBaIoQhQ3PdmLFRVAbiVJkiRhaGgICwsLOHXqFBoaGopak62rKIrhD65cS7Aef9yG3/otBxYWBNjtCt76Vhn//M82bM6a2DqA67Of3dqUqSgKJicnMTY2htLSUtxyyy2GuTQZOcui2LWuXbuGQCCAhoYGHD9+fMcbOg/CArBGxmInUt1wrl27htbWVthstjRbW+b/r6Wt7V4llyF9b3nLFJaXm/Hssw489dTmH59PxrveJeI970nixAnrDXPjVVjoPXU7m1BfX19PawQvLS1NExq5DrrUQxQZCe8ZC/YsM6PHgldIWHAKy1JoXX+5W+YgHA7D7/fDbrcXPJRsu3UB41OOLGOx3aC7cBj4yEcc+F//a3NPR4/K+OpXRZw7p+Dtb7dtmT3R3LwpKu69Nz0oYI5Ga2trOHr0KGZmZgx9WBg5y6LQtVJ7TnLt1dFCWOgdLPEiflKx2+3Yt28fF7a2Vg12dxrS94d/uITDh0dx4YIP4+MCvvGNEnzjGyVYWLDhb/6mFH/zN6U4d24zi/ELv5BEjuZ6usOrw4/RwbnNZoPX64XX61WNFNigy5mZGbURnF1D1dXV22YE90JgzvP+WTxkdI8FZSwIw0gtfdJjouV2b/AVRVEn/7a2tuLw4cOa3izYzzI6bWqz2fD00zV4z3tKtwy6+43fEPG1rzkwMbH53x94QMQnPymBVeXce6+MN785sePkbQBYXV2F3+9HRUUFurq6EA6HDe8nMVJYFBJIJ5NJ9PT0IBKJ5GVTzGPQziNka1sY2w3pC4WiuHx5875y8KCCP/qjBD72sQSefNKORx8twfe/78BLL9nx0kt2/MEflOGtb93MYtx+uwQzNZRVRdxu6J2x2A273a5eH0D6oMvx8XFsbGzA4/GoQr2yslJ9Du6FwJxHMcowo3me7GYJw9CqQXsnsvVYiKKI/v5+LC8v48yZM6itrdV0TbYuYFyDMeMHP3DjT/7kpi3/fW4O+MQnNgfd7d+v4O/+LolXvWprAGu3A698pYJs7k+KomB6ehojIyM4ePAgOjo6DC9LYhhdCpVPsL+2tobu7m5UVFSgs7Mzr6CUB2HBwx7zgWxt8yPbkL5s54PDAbzhDRLe8AYJV68K+OY3Hfj610swOmpXMxqHD0u4dEnEffclUV9v/DnFq7CwWjlR5qDLWCymCo3+/n6Iogiv16tmMqy093zZK8LIyN9BNBotyF3TKpCw4ASWpWBNRHqd5DabDYlEQv376uoqAoEAXC4XLl68mHNdaL6YEXBLEvDQQ+zNePZBd263ghdeSODnL5pyJplMor+/H6FQCOfPn0d1dbX6NSOzBwyr9ljMzs5icHAQBw4cwIEDB/I+r/da0M4jN4qtrdbsdAzq6hT87u8m8cADSbzwgh1f/3oJ/uVfHBgdteOP/siOT36yFG94w2YW4667JBjVV8+rsDA7Y7EbTqcTjY2NaGxshKIoiEaj6jUUDAYhyzJ6e3vVsim3283N74HX8jmGGXM4qBSK0BUtZlPkA8tYKIqCqakpjI6OFhz05YvRzlDPPSdgYWHnG140KqC3V/h5ViI31tbW4Pf74XK50NXVtUWMmWGta7UeC0mSMDg4iKtXr+Ls2bNqUJovPAgLHvaYSrHXeaatbTQaVQOkVFtbJjSKfVnBY7Cb654FAbj9dgm33y7h4YeB73ynBF//egl+9jM7/u3fSvBv/1aChgYZ/+2/JfFLv5TEoUPp55kkYUsZVjExHo/HGrBexmInBEFAeXk5ysvL0dLSgqtXr2J8fBwejwdLS0sYGxtDSUlJWo+TXi/8tECSJFMmlmuFGaVckUgEHo/H0DW1hISFhTGi9CkTm80GURTx8ssvY319fcvbdj0xekhesYPuMlEUBbOzsxgaGso6zI1hhrCwUilUNBqF3++HIAjo6uqC0+ksaj2egvYbjdQgKdPWlvVsud1uVWTcKLa2hZyzHg9w//1J3H9/EoODNjz6aAm++U0HFhdt+Pzny/D5z5fh4sXNLMZb3iLiyScdP28cv/62talJxiOPxHHPPWLB+7bym//t4HXfjJKSErS3t6c1gmdeQ6nW0FbqceK9FMqMjAtlLAhdYFkKPRq0dyIWiyEYDKK2thZdXV2GvmkwOmOx3QC7Qr4vtQ9ltzfwez1jsZOwWFpaQk9PDxobG3Hs2LGiHzhmlJXlC28ZCz1JtbU9cOBAWhPrjWRrW+yb/+PHZfz5n8fxiU/E8f3vb/ZiPPWUHT/5iQM/+YkDH/iAgo2Nrf9uYUHApUtOPPporCBxQRkL48ksxcnWCL6ysqI2gkej0bQeJ6/Xa2opEu/CwoyMBfsd8goJC4uhKAri8ThEUYTdbjdMVDCrz6mpKTidTpw5c8bwG7HRAfcddyhoaJB/npHIf9AdY319HX6/H2VlZTn1oaQOrDPqGBt5bLMF0oqiYGxsDJOTkzh58iSampo0W6/QoN2oY89jQGOUEMpsYmW2tqFQyHK2tlaktBR4y1tEvOUtImZnN21rH320BNPT2QM5RREgCAo+8pEy3H331lk7u8GrsOA5Y7HbMS8pKcG+ffuwb98+AOk9ToODg0gmk6pYr66uNlys8+4KZUaPRTgc1szK3wxIWFgI1qDd29sLp9OJw4cPG3ITj8Vi6OnpQSwWw5EjR7CwsGDKw8PoUihRBMrLFQCbg+5SxcVOg+5SmZubw8DAANrb23Hw4MGcbkBmzOww8q15pohJJBIIBALY2NjA7bffrumbmGIzFkad55SxyI1cbG1T+zNKSkq4DHb12HNLi4KPfCSB22+X8OY3bx+UKIqAuTkBzz9v3+JWtRs8HmuA74xFvs+JzB6nVLE+PT0NRVHSxLrejeCUscgPNsWdMhZEUWTOpmBTqI24ES4tLaG3txe1tbU4e/YsQqGQoeVIqRhZCqUowPvf78D4uB1OZxJerx1XrqTOscg+6I4hSRIGBgZw9epV3HLLLerbolwwQ1iYlbFYXV1Fd3c3vF4vurq6dKmft3rQzmtAYzY72dpOTk6iv78fHo8HJSUlaWWjPKDn/f3q1dx+7sxM/uvzKix4zlgUI4oEQYDb7Ybb7UZLS4sq1kOhEJaXlzE+Pg6Hw5EmNIrtecu2f16PPWBOj0U0GqUeC6JwsjVoOxwO3QNsWZYxOjqK6enptCnH2eZYGIWRGYu/+is7Hn3UDrtdwR/8wc/w/vefxIsvunYcdMdg08cdDgcuXryY9404VVgYhZEZC9YoPj09jeHhYRw6dAjt7e26BCQ89FgA1hc/PLCdre3s7CzC4TCeeeYZsrVF7r1jH/tYGdbXBdx/fxK53sJ4FhY87hvQNjBPFettbW1pZgrz8/MYHh6G0+lUy6a0GHa5F0qhyBUqP0hYmMh2synsdjvi8bhu60ajUQQCAciyjM7OTlRUVKhfM7ocKRU9MxaSBHVC9twc8Id/uHmjeOQRCQcPLkEQ5G0H3aUyPz+P/v7+oqaPs9+z0cLCqPVkWVZ7Ks6dO6c2GeqF1YN23gIaXvbLSj4kSYLD4cDhw4fTbG1tNpsqMqxmyalnoNvVJaGpScbCggBFybbG5kuTYNCGD33IiS98oRQf/GAC73nP7gKD1wCd57fmeu4900xBFMWswy7Z91RVVeUdZPN87AHjeywSiQQSiURaXMYbJCxMgM2mEEUxq+uTnsH94uIi+vr60NTUhKNHj265SRjtzJS5th6f+7HHbHjwQQfm5tIfiHfeKeG3f1vCk0/ufrwlScLQ0BAWFxdx8803q82mhcCGARoZEBv1Zj8SicDv9wMAOjs74XK5dF2PeiwIFuzyZGurZ4ButwOPPBLHpUtOCIKSJi5Y79jf/30MoZCAz32uFHNzNvz+7zvx+c/vLjB4FhY87hswNjB3OByora1FbW0tgOtZwVAohOHhYcTjcXUieK6ubXthQJ6R+49EIgBAwoLInVxmU+hRjsQC44WFBZw6dQoNDQ1Zv8/MjIUeaz/2mA333efA1rhOwY9/bMN3v2uDx7OzoEmdu9DZ2amJW4PRDlhGrHf16lX09PSgoaEBkUjEsDfEVg/ayW7WeHiwtdUz0L3nHhGPPhr7+RyL6+s0NSl4+OHrcywuXUri0UdLchYYvAbovAoiwNw3/tkawdl1NDs7C1mW1fLD6urqrOWHZrgqaYnRA/6YsKAeCyIncp1NobWwYD0BdrsdXV1dOwbGrHHcjJuZ1tkSSQIefJCJisxjvTn07vd/34G//dvtg26W4WlubsbRo0c1OyZGCws9g1tZljE2NoapqSmcPn0aPp8Ps7OzhgTTxX4uowJ+3oQFb/vdDavZ2hpxfO+5R8Tdd4s7Tt4uKwN+/deTuHQpia9/fVNgzM9vLzB4DdB5b962wsC71EZw5toWDofTGsHZjA12LblcLu5LoYzOuEQiEbhcLq6zPCQsDEBRFIiiCFEU1RvcTjdnrYSFoihqGUCuPQHs62a8ZdA6Y/Hcc8KW8qdUFEXA7CwwMFCDs2fT15VlGcPDw5ibm9sxw1MoeyVjEY/HEQgEEI/H1X6dZDIJwJjgiYdsAI+BGG/ke4wLsbU1e8+FYLcjJ0vZsjLgN34jife8J7vAePDBTYHBq7DgObi16t4FQYDH44HH40FraytkWcba2hqCwSAWFhYwPDyMsrIyKIqCUCgEh8Nh6Jt/rTA6FgqHw9wbT5Cw0BlZliGK4o6lT5loISxSJ0HnY4fKVLIZ5VBaB7+bg+92JxRypq27sbEBv98PRVF2zfAUipHN1Gw9rQPwlZUVdHd3o7q6GmfPnlVr1o10veJBWAB7LwNgJYo9tjvZ2k5NTam2tuxNbFVVVdGBhlXPh+0ExoMPbgqMt761Ge9/P38BD+8ZCx72brPZUFVVhaqqKgCbMUgwGERfXx9mZ2cxPDyMiooKVbB7vV5T+5xyxYweC57LoAASFrqROpuCveXJVYEWKyxWV1cRCATgcrnQ1dWVlx0q26cZDdw2mw2JREKzn5er7WJtbVINgq9evYre3l40NDTg2LFjut1QjLZJ1VK0KYqC6elpjIyM4PDhw2hra0s7t1Mni+uNGVPM84UX8UNssp2tbTAYxMDAAERRLNrW1srnK3BdYLASqc9/frMH40tfOo5//mcRv//7It7zniQsZLS1Izw3EPMqihwOhyoyzp8/D0mStjSCV1ZWqkKjsrLSkp/TLGFh5fvDbpCw0IHMBu18RAVQuLBQFAVTU1MYHR3FgQMHcODAgbxPTkEQTHOG0roU6o47FDQ3K5ibA7b2WGw6pDQ3AzffvAZJ8mF4eBjT09M4efIkmpqaNNtHNnjtsWCZsGAwiPPnz6O6ujrrWgAJC2JvkNnAGo1Gi7a15eV8dTqB3/zN6xmMT38aWFhw4sEHHWqJ1KVL6QJDkrBjX4cZ8BqcA/xkLLLBnnE2mw12ux319fWor68HALURPBgMYm5uTm0EZ/0ZFRUVlrhGzOixoIwFkcZ2synyoRBhkUgk0NfXh7W1tW0DvnzW3wulUHY78LnPiXjXu7ae5sx28bOfFWG3A6Ojo7DZbFvmeuiFGcKi2PWYCUBpaSm6urq2DaDMEBZWhreMBQ/HNBOj9rybre3Q0BBcLpdlbG21ggmMw4d/ip6eW/E3f+PF3JwNH/ygE5/73HWB8fjjjp87UV0PhJuaZDzyyHUnKjPg1c0K4HvvO8VBLpcLLpcLTU1NUBQFkUhENVRggj3TUMEMzOix4NlqFiBhoRm7zabIB5YxyPWtVjAYRE9PDyorK9HV1VV0g5RZGQs91r33XhmHDysYHU0/js3Nm6Li4sUrePnlNXi9Xtx6662GvZkwo3m7mGPL3LH279+fkwmAUT0kqcMGixlWSKTDkxAyc6/ZbG1Zf8ZOtra8ZCwyKSmR8Cu/EsV73+vA1752vUTqgx904s/+rBTB4NbPtLAg4NIlJx59NGaauKCMhTnkundBEFBRUYGKigq1EZwZKly5cgUjIyOqoQITGkY1ghtdChWNRiljQeQ2myIf2Buu3VJwiqLg8uXLuHz5Mo4cOYLW1lZNHlZ6zNHIdV2tg9HVVWB8fPOY/MM/JCBJm+n5ixdlTEyMwe+fREVFBZqamgy9eZgxII+5NeWDLMsYGRnB7OwsTp8+raaxc1mPMhab8JaxIAqnpKQE+/btU80ystnaVlVVqfd23gQG26/TCbz3vUncf38SX/vaZpP34mL2AFJRBAiCgo98pAx33y2aUhbF81v/G0FYZGKz2eD1euH1etHR0aEaKoRCIUxPT2NgYADl5eVphgp6ZQapeTt/SFgUiSzLSCQSRWcpUmEn8U4ndCwWQ09PD2KxGG677TZ4vd6i101dfy+UQkkS8OUv2yHLAlpaZLz1rQrsdgWxWAwvv9yDeDyO22+/HWNjY4Z/Xh56LOLxOPx+P5LJJDo7O/O62RkVTKdmLAjCamxnazs/P49YLIaf/vSnutvaakmmEGIC49AhGW996/bueYqyaf39/PP2nOxvtYYyFuagVVCeaajABl6mZgZTndu8Xq8mx4yZ8BgtLKgU6gaFlT4x1yetRAWQPksiG0tLS+jt7UVtbW2azadWmJWx0LIU6rHHbHjwQYc6x2J21oYjR0rxiU+E0Nz8AmpqatRjZ0bpl9XnWASDQQQCAfh8Ppw7dy7vc8xoYWHWv891DcpY6AsPb6NTbW0lSUI8Hkd9fb2utrZas12GJVsJVDZytQDXGspYmINee88ceBmLxdTM4Pz8vOrcxkR7oY3g7JlppLCgHosbFK1LnzIRBCFrcC/LMkZHRzE9PY0TJ06gqalJl5sl765Qjz1mw333sYnb15mfB37jN6rxpS/dgjvvrFaPndFBvhlr5hrcpjqLHT16FPv37y/oHDO6FMrKGQteAxpe4FW0Zb6FTSQSqttUpq2tVVxythMWuVp719eb87uijIU5GLV3p9OJpqamtEZwZm07OTkJQRBUkcEmgudyLaXGeEYRjUZznjtmVUhY5EExsynyJTO4j0ajCAQCkGVZd+cinkuhJAl48EEmKtJ/N6zW99OfbsCv/EpCrfU1Q1gYPSAvl88oiiL6+vqwsrKCW2+9VfUgLwSjm7etDq/BL6EP2c6H0tJSzW1t9dh3tmuuq0tCU5OMhQUBirL9NfnlL5fg8GEZjY3GXg+UsTAHo/sTgPRGcObctr6+jlAopDaCl5aWpgmN7a4lM4QF9VjcQCiKAlEUIYqbrhZ6igogvRyJOfI0NjbqOrSNwbMr1HPPCWr5UzYURcDs7Ob3vfKVirquGRkLI4PN3TIW4XAY3d3dcDqdmjiL8dRjofc+eQtoeNsvj+zWtG1FW1tFUbbdt90OPPJIHJcuOSEISpq42Pw7YLMB//ZvJXjuOQf+9E/juP/+JIw61ShjYQ5W2HtqI3h7ezskScLq6iqCwSBmZmbURnDmOFVdXa1eS0wYGXlPjEQi8Hg8hq2nByQscoBlKVKHveiN3W5HMplEf38/FhYWcOrUKTQ0NOi+Llub11KoXGt4N7/vurBggtEorNRjsbCwgL6+PrS1teHw4cOa3ESN7CsoZr9G7ZG3jAVP++XNWYmRz54LtbXVEnZObLfve+4R8eijsZ/Psbj+PU1NCh5+OI6DB2X8zu848fLLdjzwgBP/9E8O/I//EcPBg/qfazxnLEgUaYvdblevE+B6I3goFML4+Dg2Njbg8XjUTIbR+ye72T1OaumTlq5PuTI4OIiysjJ0dXXB7d7ecUNreC6FyrXWN/X7bpQei8z1ZFnG8PAw5ubmcPPNN6uNcFpg5OczuqwsX3gNaAj9KFYM5WprywKoXGvKd9szsPP5fM89Iu6+W9x28vZTT0Xx5S+X4E//tAzPPONAZ2c5Pv7xOH77t5PQM+HCa3DOYhAe9w6YUwqVL9kawZnQmJ+fRzKZRHd3t1o65fF4dL2nh8NhyljsVfRu0N5p3bm5OUQiEezbtw9nzpwx/KZidilUMQ/dU6dCqK314tq1MmT2WACbafnmZuCOO64LCzOElBkZi9S30LFYDH6/H5Ik6SJceclYGAVPGQBCf7QOdLeztV1aWsLo6Kg6XKwYW9tchAWwWRa1naWs3Q68//1J3H23iN/9XSd+/GMHPv5xJ/75n0vwpS/FcPq0PvdEXjMW7JjzKix4FEVOpxONjY1obGzE0tISxsbGsG/fPgSDQUxPTwNAWtmU2+3W7NxijedGvkjWAxIWWZBlGYuLiygpKdFdnaYiiiL6+/uxvLyMyspK7Nu3z5SLkpVhmbEuUNjbPOZmNDIygoceOoMPfKAZwNZaX2Bz4nbqSxSzmreNFG+pgf7y8jICgQD27duHEydO6PJGyWhhYeXAnceAhtAfvc6LVFtbVlPOyqZSbW2Z0PB6vTndA3IVFrnQ0aHgu9/dwDe+4cDHPuZEd7cdr3ylGx/4QAIf/nACTmfRS6TBa8aCPZd4vYfwKCxSkWUZJSUlaGlpQUtLyxbRPjY2hpKSkrSJ4MWaKlCPxR4jdTbFxMQE9u3bh8rKSkPWXl1dRSAQgMvlQldXFwYHB03JGgDmlkIBm+nTfG5GyWQSfX19WF1dxa233orXva4a9fXiz+dYXP++5uZNUXHvvemf7UZo3mbZoMuXL2N8fBzHjh1DS0uLrsENCYvrWH1/PMNjj4WR54NWtrZaCovNnwP80i+JeO1rI/jQh8rw3e+W4LOfLcN3v+vAl74UR2ends8/XjMWRvZ16gEPpVA7kTkcL5toTzVVGBwchNvtVkVGVVVV3tlB6rHYQ2SWPjkcDkMC+9S5AQcOHMCBAwe2nWNhFGbOsQDyc/hZXV2F3+9HeXl5mpvRvffKePObE3juOUGt9b3jDgXZ7nE3Qo+FLMvY2NjA9PS05pPas2Fk30MxwiIWiyEajcLr9e4JkUXwgZliqFBbW62FBaOhQcGjj8bwve+JePDBMoyO2vH617vx67+ewCc+EYcW7/Z4z1jwuHfg+ht/XtlNGGVrBF9ZWVEbwaPRaF7ZQVYKRQPy9gAsS5HaoG2EsEgkEujr68Pa2hrOnz+P6upq9WtmCguz1s7HOlRRFMzMzGB4eDhNkKVit+PnlrI7B3V7XVisr69jcHAQiqJoYiWbC0ZmZAoN3K9evYqenh41yEsNppxa12JwBI9vdnnECsc5m63t2toagsHgFltbFuzote977hHxileIeOihMnz966X4+78vxQ9+4MAXvhDD619f3POI54yF3tb2esJ7KVS+1ROZpgrxeByhUAjBYBCDg4NIJpOqe1t1dfUW97ZEIgFRFKkUimcyZ1OkNmjb7XZdLUhDoRACgQAqKyuzBntmCwszSqEEQcgpW8IGuYVCIZw7d059W1Aoe1lYzM/Po7+/Hw0NDbh27ZohogKwdimUoigYGxvD5OQkTpw4gerqakQiEQSDQSwsLGB4eBhutzttRkAx6XweMxa87Zc3rHp8bTYbqqqqUFVVtcXWdnJyEgDw8ssv62ZrW10NfOlLcbz97SIeeMCJyUkbfvEX3XjHO5J4+OE4amoKO248Zyx43DeD91KoYvdfVlaWlh1MdW+bnp6Goih47rnnYLPZ8PrXvx4tLS0AoFnG4plnnsFnPvMZvPTSS1hYWMC//Mu/4N5771W/rigK/viP/xh/93d/h5WVFVy8eBFf/vKXcfjw4aLWvWGFReZsisy3Ag6HA/F4XPN1FUXB5cuXcfnyZRw5cgStra3bDBwyp4EaMK8UCthd1Kyvr6O7u1vtRdFi+qxZzdt6BheyLGNwcBCLi4u45ZZbUFJSgmvXrum2XiZWFRbJZBI9PT2IRCK4/fbb4Xa7kUgk1AFKHR0dqq95MBjE8PCw+vWamhr4fD6Ul5dz+wZxL8JrjwUPe059AxuNRvHCCy+goaFBV1tbAHjVqyT8v/8Xwac+VYa//usSfOtbJXjqKTsefjiOX/xFEYIASBK2tbVNZafBflaHd2GxF/avlTASBAFutxtutzutETwQCOC73/0uPve5z8HlcgEAvvWtb+F1r3sdWltbi1ozEong5ptvxq/+6q/ibW9725avP/LII/jLv/xLfO1rX0NHRwceeughvP71r8fAwEBRWfsbTljkOptCj4xBLBZDb28vNjY2dq1zvxEzFsD2oobZ8A4ODqK9vR2HDh3S7EGx1zIWGxsb8Pv9UBQFnZ2dcLvdWF1dNXxuhtWEBROl5eXl6OzsRElJSdZjkuprzt4yLS8vqzXoqXW1Pp9v1ywQjxkLQn94C3TZW3+9bW0ZbjfwqU/F8ba3JfH+9zvR32/Hr/+6C9/+toj/+l+TePjhMszPXw9am5pkPPJIHPfck15pwLNlK6+ZFgbvwkKSJN0m2rNG8AceeAAPPPAANjY28Oijj+KjH/0ovvrVr+K3fuu30NHRgde+9rV4zWtegzvvvFM1YMiVN77xjXjjG9+Y9WuKouCLX/wiPv7xj+Mtb3kLAODrX/866uvr8dhjj+Fd73pXwZ/thhIW+cym0DqwX1paQm9vL2pqanDmzJldT1azhYWZjeOZwZ4oihgYGMC1a9dw5swZ1NbWar6m0Z9XL2Fx7do1BAIB1NfX4/jx4+rbFjNcqKzUvL24uIje3t68RWnqWyZWg766uqp6mg8MDMDj8aiBlNfr5fpBShgDj0Iz862/Xra2mZw7J+Ppp6P44hdL8cgjpXj8cQcef3zrz1lYEHDpkhOPPhpLExc8W7bmW+NvNfZCKZRR5cMulwu33HILfD4ffvKTn2B9fR3PPPMMnnrqKXzyk5/EO9/5Ttx888144oknNImBJiYmsLi4iNe+9rXqf/N6vbhw4QJ++tOfkrDIBZalYBfq7kN+tOmxkGUZo6OjmJ6exvHjx9Hc3JzTDc7MrIHZoib1c4fDYfj9fpSUlKCrq0uXplqjg262ppa/39QSu+PHj6u1mgyj35pbJWOhKApGRkYwMzODm266CfX19Vn/fa7YbDbVs/zgwYNp1p39/f2QJCntjS0rDeExkCT0g8fSnN32rJWtbTZKS4EPfziBN71JxH/5L24kEtnscAUIgoKPfKQMd999fVYRZSzMYy9kLIwURqlWs5WVlXjTm96EN73pTQCAK1eu4Omnn847a7Edi4uLALDlmVhfX69+rVD2vLBgsylEUdyx9CkTLVyhotEoAoEAJElCZ2dnXg05ejeP74SZPRapa7PG47a2Nhw6dEi3GxTvpVCsbyAcDuPChQtZZ68Y/RmtICwSiQQCgQBisRhuv/12XSz8Mq07w+HwltIQl8uFZDIJURR1S6vfyPAYpAP8vUHP9zgXamu7E8vLQlZRcX2PAubmBDz/vF2d/q2XTa4R8B6Y74X9GykswuHwtj189fX1eMc73mHYXophTz/l8il9yqTYt/aLi4vo6+tDY2Mjjh07lvfJaXbGwsy1mevTlStXcMstt6jWbXphhpDSKvBeW1tDd3c3Kioq0NXVtW1NM1vPqCDMbGHBjovH40FnZ6chAb0gCPB4PPB4PGhra1NLQ2ZnZxGPx/Hss8+qVoM+nw+VlZVcBjtE8fCYwSrm3pGPrS1zYst2zS4u5rZ+6vfxXArFq00uYy+UQhm5/0gkYthwvIaGBgCbmZDGxkb1v7O4qxj2rLDINpsiHwrNGEiShKGhISwsLODUqVPqLy9fzO5zYE3uRr9tYFagZWVl6OrqUl0S9IS9zTfyzacWGYTZ2VkMDg5uO8cjcz3AuLe7ZvZYsExXLsdFT1hpiCzLSCQSOH36tPrGljnqWHF2Bs+BDC/wmGXRMsjdydZ2dHQUsVgsTYQzW9uGhtwEWer38TwLYi+88ed5/0b3uLCMhRF0dHSgoaEBTz31lCok1tbW8MILL+B973tfUT97zwmL1NkUrD6xkBtKIYF9OBxGIBCAzWZDV1cX3G533usWs75WpE7ANvKiWlhYwOrqKqqrq3H+/HnD1jY66GZrFhp4S5KEwcFBXLlyJedm9tThg0YcVzMyFrIsY3h4GHNzc4ZkuvJBURQ4nU40NTWhqakJiqKob2zZ7AyXy6Va2hY7O0OL/fIEj0Ejb3vW8/6YOVhsY2NDtXyenZ2FoiioqqpCa6sPjY1HsLhog6Jk30tZmYITJ64/O3nuU+A9MOd9/2b0WGhZshsOhzE2Nqb+fWJiAn6/Hz6fD62trfjABz6AP/uzP8Phw4dVu9mmpqa0WReFsOeERaGlT5nk02ORaoXa2tqKw4cPF30xWUFY6Gm1loosyxgaGsL8/Dy8Xi/27dtn6M3IDCFVqLCIRqPw+/0QBCGvjE6qeDICo4VFMpnEiy++iEQigc7OTsPe+uRCtnuQIAhbZmesrKxgeXkZw8PDiMfjafMB8ml0vdHgTQQB/O7ZqHPQ5XLB5XKpIpzZ2gaDS7j//jA+/enzABQAqfvZPKbxuIA3vMGNb31rAx0d/M6wAPgOzNnLHiqFyh2tS6FefPFF3HnnnerfP/jBDwIA7r//fvzv//2/8eEPfxiRSAS/+Zu/iZWVFdxxxx34wQ9+UHT2fM8JC2DrsLtCYH0Gu92URFFEf38/lpeXNX1LyoSFGTdFtp4RwoYFygDQ1dWFsbExUxqpARi6biHCYmlpCT09PWrfTj4PHKM/oyAIhq0lSRJGR0dRU1ODs2fPWrJBerdAMvWNbeqEVjbxON/ZGYS14THYNWvPmba2N90koa1tCX/8x1W4evX6dVBfn8Sv/VoY//t/V2F42I4773Tjm9+M4eRJfoNznoUFu//zun/AnOZtLTMWr3rVq3Z89giCgD/5kz/Bn/zJn2i2JrAHhYVW1qG5vLVfW1uD3++H0+nU3ArVbrebNjFUEARDMiZXrlxBb28vmpqa1EDZrJkSgLHCIp83+qzvZHJyEidPnkRTU1NB67GfZQRG/R5nZ2extraGhoYG3HzzzZYM1vLdU+aE1tTZGTMzMxgYGEBFRYVaNkWzM/jEiufqTlhFDNntdrz73S68611xPP+8iNlZCW73Kg4cmMPaWgiHD9vw6U93YnjYgze/2YWHH97AsWPm77sQSFiYi9E9FtFoFB6Px7D19GLPCQutbnxMWGSziFQUBVNTUxgdHdWtQTRV2JhxYerpDCXLMkZGRjA7O4uTJ0+mORKY4UjFMlxWzFgkEgn09PQgGo3i9ttvL/imY/Rn1LsUipXPLSwsoLKyEjU1NZYIerajmGORy+wMVjZVU1Ojzs4oFCsfx+3gbc9UClU8djtUS1nAC8Cr2tqePj2LBx/ch6efrsXv/V4N3vGOA2hrm0dtrXVMEnKBZ2HBXizxWgplRilXJBJJi4d4Zc8JC63Y7u15IpFAX18f1tbWcP78eVRXV+uyfqqw2M5CVE/0euO8sbEBv98PWZaz1sKbNUPD6DkPLLO208N6dXUV3d3d8Hq96OzsLPo8MNsCVitisVjaOTQ4OGjpQE3rYCxzPkAkEkEwGMS1a9cwPj6O0tJStWSqurralPuHkVj5d78dVgvSc4GHPTNb2yNHyvHd7wKf/GQMX/iCE9/61hFcvXoFv/3bL6CqqmxXW1urwLOw4NmNCzBHGEUikaJMf6yCda8oC5BZDhQKhRAIBFBZWYmuri5d65wFQTB1UJ0epVCsR6C+vh7Hjx/PesHabDYkEglN180FM4QFkL2GU1EUzM7OYmhoCIcOHUJ7e7smN+e9kLEIhULw+/2oqanByZMnYbfbuZhsrdf+BEFARUUFKioq0Nraqs7OYEPI+vv7aXYGoQm8uSvZbMAnP5lEY+M6PvaxGvz4x/VYW3sD/uZv5qAoSzva2loF3o55KjyLIuB6KZfRwkKPQa5Gs+eEhZYPTTbLQlEUXL58GZcvX8bhw4fR1tZmyMPZbGcorYJQWZYxOjqK6enpXXsEzBrOZ5awyAw4JUlCf38/rl27hrNnz6KmpkbTNY3MWGh5PBVFwczMDIaHh3HkyBG0traq16DVhYWR+2OzM9h5E4vFtszOqK6uVsumtisLsfLx3Avw8PY/Ex73DAC/8AvrcDhm8Kd/egYvv+zA29++H9/6Vi06O+VtbW2Z0Ci2rLBYjHJm1IO9MBzP6IyL1nazZsHnGWsQDocDsVgML774IjY2NnDbbbfB6/Uatr7ZQ/K0WDsWiyEQCCCZTKKzs3PXi8boAD91XSOPdepcCUY0GkV3dzfsdrvmZgCAscdWSxEjSRIGBgawtLSEc+fOwefzpX3d6sLCTDJnZ6yvr2N5eRmLi4sYGRlJm3ZcXV3NbSDAW8DLY5DO456BzXvsLbes4qmnInjHO9wYG7Phda9z46tf3cAb3pDd1nZpaTOjkVlWaLQbG6/HHOA/Y8H6W408/kZO3tYTEhY7IMsyBgYGsG/fPpw5c8bwNwe8ZyyuXbuGnp4e1NbW4ty5czkdvxupxwK4LiyuXr2Knp4eNDc34+jRo7rckHnssWA9OQB2FFtWFhZWET6ptp0dHR0QRVF9WzsyMqLOzojH44jFYtwENbzsMxPe9szrcWYB7qFDCp56KoL3vMeFp5924F3vcuHP/zyO970vCUHYamvLygpDoRCmpqbQ398Pj8ejZvy8Xq/uQpznORA87x0wPuPC+uUoY7FHYaU70WgUzc3NOHXqlCk3VLOFRaFrp9qjHj9+HM3NzTkfPzNLoYwM/liKVZIkjIyMYGpqCqdOndLVEcJI8aRFMB0MBuH3+1FXV4cTJ05sK7aM/t3li1WDMYfDkTbtOBqNqr0ZMzMzWFxcRHV1tWprS7MztMPK5+t28CosUvddXQ185zsb+OAHy/C1r5Xiox91YnTUhkceiSPT4yCzrDDVjW1wcBDJZFItm6qurtZliCVrgOYRsxwttcKMUq5IJEJ2s1ak2IswGo0iEAhAkiTTmx15LIWKx+Po6enBxsZGQfaoZmYsjF5XEAT09PRAFMWcysS0WI+HjEWqnfOxY8ewf//+nP6NlbH6/gCoszOWl5fVad+ZszNS3XR4DhrMhscgncc9A1sboEtKgL/8yziOHJHx8Y+X4X/9r1JcvmzD1762gaoqQJKA55+3Y3FRQEODgq4uCXb7Vjc2JsSZGLfZbKrI8Pm0sbXluZyI570D5mRcKGOxB1lcXERfX5862bivr8+0wB4wL8gGChM1wWAQgUAA1dXVBZeO3SjN2ysrK5BlGQ6HA7feeqshZXZG91gUspYkSejr60MwGMzZzpkyFtrCsmmZszNCoRCWl5cxMDAAURTVAMrn88Htdpv6OXk7xgB/e+ZVWGR76y8IwH//70kcOKDg137NiR/9yIG77nLjN38zgc99rgzz89cD4qYmGY88Esc994gp/37T1ra8vBz79++HLMtYW1tDMBjE/Pw8hoeH0/qXCrW15Tk453nvgPEZF1YKRT0WewRJktRhW6dOnUJDQwMAczMGwGapAg89FqmuWUePHsX+/fsLfgCZ2bxtxLqKomB6ehojIyOw2+04fPiwYb07Vs9YsOZ1h8OBrq4ulJWV5fxvrSwsAOvvbzdKS0tRX1+P+vr6tNkZy8vLGB8fR0lJiVoyZfTsDB6PLY975rUsZyfL1rvvFvH441G8850uDA/b8eCDW7MMCwsCLl1y4tFHY2niIhWbzYaqqipUVVXhwIEDaf1Lxdja8hyc7wVXKCP3v7GxAVmWqRTKiuR74wuHwwgEArDZbOjq6kobTsLsZs3CzIxFrmuzydCRSEQT1yyzPrMRmRJRFNHf36++jQ8EAob3dVi1x+LatWsIBAJqtjCfhyllLIwll9kZHo9HtbS12mwAq8DbebGXMhap3HyzjCefjOLmm8uRTG79PkURIAgKPvKRMtx9t4hcYs3M/qVCbW15FhY87x0wXlhEo1EAoFIonlEUBXNzcxgcHERraysOHz685SJwOByIx+Mm7dD85u3dRBUbGOj1etHV1aXJW8q9WgoViUTQ3d2NkpIS9W28WdO+jVorl8+mKAomJiYwPj6O48ePo6WlpaD1rCwsAOvvL5N89pvZ5BqPx7G8vIxgMIi5uTkoipJWNuVyufTaNjfwdj4A/AqLXIbMTUzYsoqK6z9DwNycgOeft+MVr8j/mexybbW1DYVCWFpawtjYGEpKSrLa2vIcnPO8d8D4HotwOAybzbYn7o97Uljs9rZUFEUMDAzg2rVruOWWW9S3CpmYXQpltrDYbm1FUTA5OYnR0VEcOXJE04GBe7EUivXu7N+/P03AmiEsrJSxEEURfX19WFlZKSrbZRU71+3gMRgrhrKysi2zM4LBIK5cubJldkahteeZ8HaMeQzSedwzkFsJ1+Jibp8r1+/biVRb27a2th1tbZPJZNHrmcVeKIUyUhix/goer7FM9qSw2Im1tTX4/X44nc5dh5CZXQplt9uRSCRMWXu7kqRkMone3l6sra3htttuQ1VVlSHr6o0eQTezLZ6ZmUnr3Uld0+hSKKv0WLAMTmlpKbq6uoqyMi22xMuIG7mVhY+eZM4GyFZ77vV61bKpQiw7eTy2PAbpPO4ZyC1j0dCQ2zmU6/flw062tslkEj09PWrGTy9bWz3gPWNhtDAKh8MkLHgjtWn2wIEDOHDgwK6/wBs9Y5EZrK2ursLv96OioqLoYHCndRVFMfwhprWwiMfj8Pv96sTxbE4PRvY8ANbJWLBhgC0tLThy5EjRDx8tBJOe59teeFBoxXazM4LBIKamplTLTvYnnwZ+3uDtvOBVWOSSsejqktDUJGNhQYCiZPteBc3Nm9azepNqa3vt2jUcO3YM8XgcoVBIN1tbPZBl2VATB62RJMnQ/Uej0T3hCAXsUWGRGWgkEgn09fVhbW0tZwtLwFxXJsB8YcHWThVlBw8eREdHh24PGBZkSpJk6KRzLYPuUCgEv98Pn8+348Rxo0uhjM5YZH42RVEwPj6OiYkJnDx5Ek1NTZqtVcznMiJg4umtupHBI5ud0dLSkmbZOTs7i8HBwbTZGUZMOjYKns4HRi5v/q2Ioii7njd2O/DII3FcuuSEIChZxcWDD8ZzatzWEkVRUF5ejrq6Ol1tbfVAkiTLip5cMLrHIhKJmG7brRXWOAN1hDUYV1ZW5v2W/UbOWLCSpGQyqdbB5yPKilkXgOF9Fjabreh61tTBbkeOHEFra+uON4m93GORWebFSujW19dx4cIFVFZWarYW9VjsDTItO9nsjNRJx9lmZ/D4Jp32bBy52uTec4+IRx+N4cMfLsP8/PXvLylRkEwK+Nu/LcUv/IIInR+BaWTuXS9bW732zqMQZZhRCrUXHKGAPSwsUmcrHD58uKAGYyv0WJiZsUgmk/jpT38Kl8uFixcv6lL6lG1dwBxhUcyaqY3It956a069J3s9Y8HWCofD6O7uhtPpRGdnp+bnkdWFBcDnG2qzyWV2hs/nw8bGhmXe0uYDb0E6r8Iin0zLPfeIuPtuMW3ydkeHjLvucmNkxI5f+iUXvvOdDRhRocdKgnfa+262trIsb3FkM+p3uBeEhdHN2yQsLAyrb9/Y2CjKbeZGLYVSFAXLy8vY2NjA4cOHc+pH0Qo29dfoz11M03hq4JxPVuxG6LG4cuUKenp60NbWhsOHD+tyHlldWPAajFmJbLMzVldXsby8jHA4jJWVFayurqoBVGVlpaWDGqsd31zgVVjkO9jPbscWS9l/+qcNvO51bjz7rAPvf78TX/lKDHofCnavzuc8zrS1DYfDCAaDu9ra6sFecIUyuhSKeiwszMjICEpLS3HmzJmi3mTdiKVQbIjbtWvX4HA4cPDgQUPXB8yZZVGoQ9PCwgL6+voKCpzNcIUy8rgyR5PTp09vccTSkmKEhVGBEo+BpJWx2+1qgCSKIux2OzweD4LBIHp7eyHLcloTuBW94XkL0nkVFlr0hpw8KePRRzfw9re78H//bwna2mR8/OP6OjYWIixSEQQBHo8HHo9nV1tbPXqYeM9YmNFjQcLCwpw8eVKTmyALcM26QIwWFuvr6/D7/SgrK8Mtt9yC7u5uw9ZOxYxZFvmuKcsyhoeHMTc3h5tvvhl1dXW6r1ksRgmZZDKJ4eFhyLKMO+64Q/f0Li8ZC14DM6ujKApKSkrQ2NiIxsbGrLMznE4nampqLNPgyuO5wOOegfwzFtvx6ldL+OIX43j/+5145JEytLfL+KVf0q9UulhhkclOtrash4lZP/t8vqJtbXkXFmZkLKgUysI4HA5NeiPYw8foWjuGkW/u5+bmMDAwgPb2dhw8eBCxWMz0xnGrrhmLxeD3+yFJErq6uuB2uwtec6/1WKyvr6tlYTabzZAbZbFBg97BEo/BGM9km52xsrKC5eXlLbMzWIOr0b8jKwvh7eBVWGjpZvWe9yQxOSngs58twwMPONHcvIE779TnWcWeDXod81RbW0VRVOvnUCiEycnJom1t90IplNE9Fnqb4xjFnhQWWsEuCqP9jFPX17t5XJIkDAwM4OrVq2lTyNnbbTPeOphVCpXLmsvLywgEAqitrcXJkyeLunGakbHQc5IrKwvr6OhAQ0MDnn/+ed3WSsXoEq9C4SUw42GP+eBwOFBbW4va2loAmw2uVpidwdtx5uX8zUSrjAXjoYcSmJqy4dvfLsGlSy488UQUJ05of/9hz14jjrkgCCgvL0d5eblmtraUsciPaDSK/fv3G7aenpCw2AFBEEybBA1cHxan1wUaDofh9/vhcDhw8eLFtDcSqe5MRt8crFgKpSgKJicnMTY2hmPHjqGlpUWTN+V7IWMhyzJGRkYwOzurloVFo1FDHaisjNX3d6PhcrnQ3NyM5ubmtABqbm4Og4ODKC8vV8um9JqdQRkL49B6/oYgAH/zNzHMzQl4/nkH3v52F556KorGRm1/p2bODdHC1pZ3YWF0j0U4HC64+sFq7ElhoeXNz0zLWT2D+/n5efT396O1tRWHDx/e8vNTszVG1yObIeZ2ypKwWR6rq6tFuYxlYvTn1EOwJRIJBAIBxOPxtAnjLONlRDDCU8aC0J5izrHMACqZTG6pO6+qqoLP50NNTY1mA6x4DNJ53DOgfcYCAMrKgH/8xw3cdZcbo6N2vPOdLvz7v0ehZeWnlQLzQmxteS6FYi90jc5YUI/FDYKZlrN6BPeSJGFoaAiLi4s7Nh2zG7EZn91KpVCsZ8Dtduc9YDGXNfUsTcpE6wB8dXUV3d3d8Hq9WxzYjGxYtnqwY/X9ZeNGFUElJSVpszNY3fny8jIuX76cZtfp8/kKKpFlx5a380KPAN0I9Hrz7/Nt2tC+5jVu+P12/MqvuPDNb25Aq/dwVhIWmeRiayvLMoLBIEpKSgyZgaUlLO6hORaFQcJiF8yefq3lTIdoNAq/3w9BENDV1bWjBaMgCKYE+IB5zduZn5Vlddrb23Ho0CHNH6o8u0KxZv+DBw+io6Njy7FJFRZ6QxkLQg8y687Z7AzWm9Hf359WDpLv7AzegnTKWGylo0PB//k/G3jTm9x4/HEHPvzhMnzuc3FNZlxYWVikks3WNhQKoaenB/Pz8xgdHUVFRYV6nehVXqglLP4gu9nC2JPCQutSqL0wy2JxcRF9fX1obm7G0aNHc7phmfXZzc5YyLKMoaEhLCwspDW067mmEWgRgKcemzNnzqgNsdnWAowTFlbG6vsjciN1dgawOYiVlU2x2RmsHKSmpmbbFze8CkxehYXevQq33Sbj7/4uhve8x4m///tSHDgg4/3vLz4TzWuGyG63q+XC586dUzMXetna6oEkSWqPrREoioJIJAKPx2PIenqzJ4WFlmhlXVsoxQb3qfMWTp06ldegMrMa181s3t7Y2IDf74eiKOjs7NS1mcro+QvFZizYRHtRFHc9NuyGbMTvkTIWNzZmBbxlZWVpszPC4TCWl5dx9epVjI6Owul0pk05zixntVowtRtmNhMXgxEB+lveIuJTn4rjYx9z4g//sAz79yt405tEPP+8HYuLAhoaFHR1ScjnBTgvGYtspM7gcDgcutra6oHR/RUA9VjcUPCcsYhGowgEAlAUpaB5CzdaKZQkSXj++edRX1+P48eP635j4WmOxcrKCrq7u+Hz+XDq1Kldjw1lLK5j9f0RxZNaDpI6OyMYDGJ8fBwbGxvqW9qqqir13/AEZSx25nd+J4nJSRu+8pVS/OqvOuH1Krh27fq6TU0yHnkkjnvuye1FJe/CItsbfz1sbfXAjNll1GNxA8GrsLh69Sp6e3vR0NCAY8eOFRQk3yilUIqiYGZmBoqi4OjRo2hpaTFkXTN6LApZb2ZmBkNDQzh8+DDa2tpyCi6MFhY8ZAN42CPAX8BrRXabnQEAQ0NDqK2tNXR2RjHwKiyMKikSBODhh+P42c/s6O6249q19K8vLAi4dMmJRx+N5SQueBYWuQbmO9najo2NYWNjY1dbW732b2TGQpZl6rGwOnvFbpatn09wL8syRkdHMT09jZMnT6KpqangtW+EUqhkMomenh6sr68DQFHHK1+s3mMhyzIGBgZw5coVnD17FjU1NXmtBZCwAPgM1K18PLNh9WOcOjsjmUzi2WefhcvlSpudkfqW1orNrbwKC6NLuBYXBQAKgPRjpSgCBEHBRz5ShrvvFncti+JZWBS690JsbfU4J80YjqcoCvVYWB2tgg2eMhaxWCytBr7YtJqZpVCJREL3ddbW1tDd3Y2KigrcdttteOaZZwy9mRvdG5BPj0UsFkN3d7daRreTg9h2GPX5ir3WjRImvAXrvMDrcW1vb4fD4UAymUQoFMLy8jKGhobSZmf4fD6Ul5dbIqDnWVgYte/nn7djYWH754eiCD8frGfHK16x83P9RhQWmeRia5vax6SVra0ZwgIAlULdKDgcDsTjcdPWz1VYLC0toaenB3V1dThx4oQmF8VeLoWanZ3F4OAgDhw4gAMHDqQ5QhmFlvavuZBroB8KhdDd3Y19+/YVdS4Z9fkoY0HwROYci5KSEtTV1aGuri6tuTUYDG6ZnaFl8FTIvnk7l9mgM6P2vZmt0Ob7eBYWegTm2WxtV1ZWEAqFVPtnrWxtjT72kUgEdrudi5LIXCBhsQtml0LtVo4kyzLGxsYwNTWFEydOoLm52bC19ULPEiFJkjA4OIgrV66k2aWymwjvk7B3W2+nAFxRFExPT2NkZARHjx7F/v37i3ogGxXwW11YMHjYI2Ec2a6tbM2trAmcBU8ej0e1tM13dkYx8CosAOMGnTU05HaN5/J9PAsLI/Zut9tRU1OjlugmEgnVbapYW1ujMxbhcBjl5eXc/r4z2bPCYq+UQu00+TsWi6GnpwfxeBy333675vV5e80VaqcBgYIgmFKaZJUeC0mS0N/fj+XlZZw/fx7V1dWarEfCwth+kxsVngLefM4DZsWZy+wMn8+nqz02CYvd6eqS0NQkY2FBgKJkE44Kmpo2rWd3g1d7X8AcUVRaWqqZra3RwmIvOUIBe1hYaMVOgb0RbCdslpeXEQgEUFNTg7Nnz+piybaXSqFYqVhjYyOOHTuW9abHi0tTMetlC2o2NjbQ3d0Nm82Gzs5OzXzEqRTqOrwFZIR+ZJZC5UO22RnBYFCdnVFWVoaampptZ2cUu2/ezuNijnUh2O3AI4/EcemSE4KgZIiLzb08/HA8p3kWPGcsjA7MM8nH1ra6unrLtWKGsNgrjlAACYtdMTtjYbPZ0kqxFEXB+Pg4JiYmcOzYMbS0tOh209wLpVCpx2s3lyye5kpotd7y8jL8fj8aGhpw/PhxTR9kvDRvGwUPewT4E0G8HFeGVsFuZs15ttkZzKqzpqYGHo+nqDV5FBbs/mPkvu+5R8Sjj8bw4Q+XYX4+dV0BFy+Kec2xsKI7WC5YTRTtZGubea34fD5ThIXb7ebu+toOEha7YLawSG0eTyQSCAQC2NjYwIULF1BZWanr2mb1l2glaBKJBHp6ehCNRnMqFTO69MvMDImiKJicnMTY2BiOHz+uy+wOKoW6Dm8PDKsfT97R43zYaXbGzMwMBEFIK5vKNzPJo7AwuhSKcc89Iu6++/rk7dVV4IMfdOG55xx44QUbLlzY/b4vyzJKSkoM2K32WE1YZJJpaxuLxdRrZXZ2FqIowul0qlkNvWxtGeFwmEqheECrk8DhcFiieTsYDCIQCKC6uhpnzpwxZBqlWRkLLQL81dVVdHd3o7KyEp2dnTndoPd6KRTLIIiiiL6+PoRCIdx6663qJGA91rO6sJBlGQsLC3A6nfB6vbo+DClY1w+eAl6jzoPU2RmyLGN9fR3Ly8tqKYjb7c5rdgaPwoI5Qpmxb7sdaZay3d0JPPpoKT78YSd++MPonp5jYXYpVL44nU40NTWptraBQAAAdLe1ZUSjUSqFupEwO2Nhs9mwvr6Ol156CUeOHEFra6uB9aLmNW8Xuq6iKJidncXQ0BAOHjyIjo6OnI/XXhcWbL3/9//+H0pKStDV1aWrvZ1Rn69QYZFMJuH3+xGJRCBJEhRFQXV1tVqjrlWvCdsjQTCMPh9sNhu8Xi+8Xi8OHDigzs4IBoPq7Ayv16ue+9lmZxhp26oVVhJDf/zHCXz3uyXo7rbjH/6hBPffn9zx+3kWFjzvXRAE2Gw2VFdXY//+/ZAkCaurq2nObFrZ2jIoY3GDYaawSCQSmJ2dRSwWw4ULF+D1eg1d36zPXmimRJIkDAwMYGlpKe9J0WxdM5qpjXr4hUIhKIqCmpoaHD16VPcbv5UzFuFwGC+//DLKy8tx2223QRAERCIRBINBLCwsqG90WaBVVVVV9PGijIU+8HZcrbDf3WZnOBwONXDy+XwoLS21VJCeK1YSQ3V1Cj760Tg+9jEnPvGJUrzlLUnslCzmOTjnee9Aen+L3W5Pc2bT0taWQc3bnKDVzYS9tTf6QllZWYHf70dpaSnKy8sNFxUAX65Q0WgU3d3dsNvt6OrqKuhtsxmlSYD+b9UURcHly5cxPj4OADh27JghD1urCourV6+ip6cHbW1tOHjwIERRhCzLqKysRGVlJdrb29OmIbOHB8tm1NTU5D2J3CrBDWE+VgvQsznorK6uYnl5GdPT0xgYGFD709bX11FWVsZN0Gg1y9b3vjeJr32tBMPDdvzFX5Th4Ye3H77Lc3AuSRK3/SHA5v63O/a52Nrm28sUjUYpY3EjwXoZdjrRtERRFExNTWFkZASHDx9GeXk5hoeHdV83G2a6QuWzLgsUm5ubi3oTb0bGAtD3ASKKInp7e7G6uopz587hZz/7mWFuI1YTFkxgXb58GadPn1YfDNnIfKPLshlLS0sYHR2F0+lMs/XM5Xha4U31XsVKgXouWHm/LDBis2wSiQSuXbuGoaEhDA8PY3BwMC1w0ruxtRislLEAgJKSTbvZe+914ytfKcEv/3ISx49nf+bwLCx43juQe4/ITra2LPO9k60tIxwOq6YLewESFrvATi4jFHgymURfXx9WV1dx6623orq6GsFg0LRSLLN6LNi6u73ZUxQFo6OjmJqawqlTp9DY2FjUumYKCz0Ih8Po7u6G0+lEV1eX4YParGQ3yxrWV1ZW8nZUEwQBFRUVqKioQGtrq2rruby8jJGRESQSCVRVVam2ntlsA60U3BDmwpvALC0tRX19PYaGhnDhwgV1SB8T2WVlZeq5r/XsjGKxWsYCAF79aglvfnMS//qvJfjwh8vwve9tINvtgefgnGerXKDw5vNUW1sA29raOp1OLCws4BWveAXKysoQiUTQ3t6u7Yf4OZIk4ROf+AT+4R/+AYuLi2hqasIv//Iv4+Mf/7huzyXr3AE0RqsDxhp59HaGWl1dhd/vR3l5Obq6ulTXATN7PMzMWAA7lwww691YLIbOzk5N0ohGf149hQXL4uzfvx+HDx9OO4eNEk9GDsgDtj9fWJkca1gv1tEj1dZTURRsbGxgeXlZrU8vLS3NGmjxElDyJoJ4Oa4Mq5VC5UKqbWvq7AxJknacB1BZWWnqZ7VqcP6pT8XxxBMOPP20A9/7ngNvecvW+MKKoihXjKrw0AuthNF2trY/+clP8Hu/93tIJpM4d+4crl69ivb2dl3uDQ8//DC+/OUv42tf+xpOnjyJF198Eb/yK78Cr9eLBx54QNO1GHtWWGiJntO3FUXBzMwMhoeHceDAARw4cCDtxDJTWJjpCgVsf3Ni/SderxednZ2avSEzKhBmsN+zlsdYURSMjY1hcnJySxYnVbAZgZGlUED2gI0NANxp4nqxa7vdbrjdbtVBJHNImdfrhSzLiEajRQ8pMwregnXe4OEcSGW7oX52uz1tdgYLnJaXlzEzMwMAaU3gWjqt5bpvKx7r9nYFv/u7CTzySBk+9rEy3HWXCLc7/XusKopygee9A/rZ5TJb21/8xV/E2972Nrzwwgv4wQ9+gK9+9av4whe+gP/zf/4P7rrrLtx11114zWteowqSYnj++efxlre8BXfffTcAoL29Hd/85jfxn//5n0X/7O0gYZEDegX3qfMEzp07p7oOZK6dS1mQHpjZvA1sDbhTRdjhw4fR1tam6TExuhSKralVEJdMJtHT04NIJJJ1IKAeQmYnzBAWjNRz5dixY9i/f7/u+wA2z13W4H348GF1SNnq6iqGhoYwNjamZjN8Ph/XDY5WworB43bwKNpynRaeOQ8gW715qtOa3uUyVuuxSOWDH0zgH/+xBDMzNvyP/1GKP/iDRNrXrbz33dgLwkLv/TOjma6uLvzkJz/Bb/3Wb2H//v34j//4Dzz88MN497vfjZtvvhl33XUXfumXfgmnT58uaJ2uri585StfwcjICI4cOYJAIIDnnnsOn//85zX+RNfZs8JCywtSjwB7fX0d3d3dcLlcO84TSO3xMLp21SxhwX53qWuLooiBgQEsLy9vK8KKxYzSL63EDDufysvLtx0IyAZF7eWMBbD5UBsYGMDVq1dx/vx5tQl1p3+rF2xI2eTkJE6cOAFgM4syNTWluu0wIcJLNsNq8BaoW/Ut+k7kKixSEQRBnZ3R0dGRNjtjeHgYiURCtemsqanJOjtDi31bNcB1uzdLou6/34UvfKEU7353Eq2t189lnvsUeBuQlwp7kWvk/iORCKqrq9VsBbBZzvzUU0/hySefVA1HCuGjH/0o1tbWcOzYMTWm+9SnPoV3v/vdWn6ENPassNASu92uWY+FoiiYm5vD4OAgOjo6cPDgwR1vpmYKC/Y23ei3D4IgpJVhRSKRtBp5vYa6mZWxKHbNxcVF9Pb2or29HYcOHdrxfDLyMxo5IA/YvLbi8Ti6u7shyzI6OztzsoU1KsgTBAFVVVWq0InH42pvxszMDARBUEtGampqNJ/uSliHG0FYZJLptMayecvLy5icnEybF8BmZxSL1d/633uviFe8QsSzzzrw8Y+X4etfj6lfs/red4LnjAV7ZhklLJhlbWaFQV1dHe677z7cd999Rf38b33rW/jGN76Bf/zHf8TJkyfh9/vxgQ98AE1NTbj//vuL+tnbQcIiB7TqsWBv3a9du4YzZ87kZC+W2m9gNKklSUbfJFhQeuXKFfT29qKlpQVHjhzRdR+8CQtFUTAyMoKZmRncdNNNqK+v3/Xf7OWMxerqKvr6+lBdXY1Tp05Z6o1ZtmNRVlamlo3Isoz19XUsLy9jdnYWg4OD8Hg8qsiorKzk9kFNpMNbhgXQPsuS2pvU0tKizs5gIptl81KnGxdy/ls5YwEAggA88kgcd9xhx2OPleCv/kpCQ4OChgYFySTfwTmve2exlpH7j0Qius2x+NCHPoSPfvSjeNe73gUAOH36NKampvAXf/EXJCzyxWqlUOFwGH6/X33rnmsTG3t7b6awMCNbIggCJiYmsLS0hFOnTqGhoUH3NY1w/8qkUEvWVFes22+/PeebkpHiyWhh0d3djUOHDqG9vZ27N302m00tGzlw4IA63TUYDKK3txeKoqgD+sxogrU6PP2+eS2F0nPPqbMzDh48mHb+9/f3Q5KkNEvnXGdn8PDW/+RJGa9+tYj/+I8S/OEfXr+ua2pei898JoG3v93EzRUIz6VQkiSpbqBGoaewiEajWz6L3sY8e1ZYaEmxpVDz8/Po7+9HW1sbDh06lPcJa5Y7U7ZeByOIx+PqrIB8guZiMeM4F9K8vba2hu7ubng8nrxdsfZaxoJlbQDgxIkTaG5u1nW9Qsn3WGROd11fX09rgnW73WlNsFo+BK0eiGXCYwaAx2Ns5J4zz/9IJILl5WVcu3YNY2Nj6uwMNnhsOxMEq2csAOB733PgyScdABQA14/x8rITv/ZrTpSWxnDPPca+8CoW3jMWRooi5hhYXl6uy89/85vfjE996lNobW3FyZMn0d3djc9//vP41V/9VV3WA/a4sNAqsCk0YyBJEgYHB3HlyhXccsstBVuHadnjkQ+ZvQ5GEAqF4Pf7YbPZcPToUUPH3PNQCsVEajZrYj3WKwa910omkwgEAtjY2ACAghv6jQiYillDEARUVlaisrIS7e3tahPs8vIyBgcHIYqiOgmZvc0tFh6DdV7g8dia+eY/dUAlm53BLJ0vX7684+wMq2csJAn48IfLsHlKZO5TAKDgIx8pw913i+ApAcCzsDC6aT4SiQDAlh4Lrfirv/orPPTQQ/jt3/5tXL16FU1NTXjve9+LP/qjP9JlPWCPCwutKKTHIhKJwO/3q5ZixTzszcpYAMY5JSmKgqmpKYyOjuLIkSOYnZ3Vfc1MrCwsZFnG8PAw5ubmihKpeyVjEQ6H8fLLL6O8vBy33347fvjDH1o+YNNqf5lNsOxtLpuE7HQ6VacpIyw9ifygUqjiyLR0ZrMzWH8GALVsMJFIWDrAff55O+bnt9+fogiYmxPw/PN2vOIV5syzyhczXJW0xOiMBRMWemUsPB4PvvjFL+KLX/yiLj8/GyQscsButyMej+f8/QsLC+jv79es4XivD8lLnefB7EEXFxctG+QbvWY8Hoff70cymURnZ2dRN6C90GPBpoq3trbi8OHDRdvoGtkHosfPTX2by0oIl5eXVUvP1Np0t9ttmQBRS3j7TLzt10rCIpPM2RnMBGFhYQGrq6uw2+0YGRlRy6asFPAuLuZ2THP9PivAni9WFnQ7YfTU8EgkgpKSEt3cLs1gTwsLLUuhcilFkmUZQ0NDmJ+fx+nTp3Ny6cl1fTOFhZ5rh8NhdHd3o6ysLM1K1qpBvtbsdo6urq6iu7sbVVVVOHfuXNFN9EZnLLSeKn758mVcvnx5y1RxIz9XoRixP4fDoU5CZpaezNL28uXLKC0tVUVGdXW14aYMemD133smvO0XsLawSCW1bLCjowNjY2NYX19Xe7Hi8bgqtH0+HyoqKkz9XA0NuZ0LuX6fFdgLwsJI8RkOh3WZ4WIm/D9VDCCXUqhoNAq/3w9gc9Kh2+3WbP29KiwWFhbQ19eHtrY29c0zg+dhdVqtyWxHtXQ6MrrHQqvfoSRJ6O3txcryMu4QRZQ/8wyUhgYod9wBVnyse8AmSbA//zyExUUoDQ2QurqQa+GzGQ+NVEvP/fv3p9Wmj4+PY2NjA16vV20CZ0HWXnrAWRFegvRUeNwzw+124+jRo2mzM4LBoG6zM/Khq0tCU5OMhQUBirL1+AqCgqYmBV1dfJRBAebYtWqJGaVQepVBmQUJixzYLbhmsxaamppw7NgxzS8oM4WFHgF+ar/AdvMXzHJossKasixjcHAQi4uLOc87yRUeeyw2NjbQ3d2Nup/8BLd++cuwzc+rX1OamyF+7nOweTy6fi7H976Hsg9/OG1tuakJ8UcegXjPPTn9DLPfVGfWpmcbUFZTU4NYLLbnHnRWg7cgnQd3pWyk7juX2RkVFRWqyNDabS0bdvvmHItLl5wQBCVDXGzeLx5+OM5l4zZv5zjDjOZtszNnWrOnhYVWv6jtAntZljEyMoLZ2VldZy2YnbHQMtiOxWLw+/2QJGnHfgGrBPlGr8mOD5scrWXmK9t6eqKFsAgGg/D7/Tja34+OP/ojIPPnzc/Dcd99qP+DP4By/nxRa22H43vfg/PSpS1rCwsLcF66hNijj+4qLjR7aBSRNcnE5XKhubkZzc3NapDFmsBDoRDW1tZUIeLxeCz94LPy3jIxW2AWAq8Zi52CxJ1mZwwMDKS5rfl8Pt36k+65R8Sjj/7/7H15fBvlufWZGUmWvMiS932JHSexsyd2YhOg7G0DIeXSlpSbUtrSS+F2pYS29CtdKG0C9NKPUmjpnnLpV2gJtHSBtkAIYY3XeN/3VfImW+vM+/0hz1iSJVnLaKRxfH4//xJbI73vjGZ5zvs8zzkWHDsWh5ER18+n8PDD5nWpWYkRjR4LsZ/z0caaJhZiwVuPhdlsdgsAI7nCt1YyFnyQmJaWhoqKCr+rAhdKKZRrHwIvtZuamrrq8QlnPFEDG5YFdeaMEOi6liaFO9bAwADa29uxqbQUxbfdBhCyUpCREBCKQvmTT2LuzjvD2BEfYFnEHTvmd+y4e+6B4+DBVQP8cI+7GFkTX3ANsliWBSEEWq1WWM2lKEoIsFJTUyUvGfEHuQXqcgzS5ThnILhMizfvDKPRiKmpKXR3d0OpVAplg/68M0LBoUMOHDzowNmzDMbGKDz8MIOWFhXMZvkdczmb4wHRKYWSUlZfCqwTiwDg2WMxOTmJxsZGZGZmYsuWLRE/CeWesSCEoK+vD11dXdi0aRPy8/NXfUhdaKVQfBBdVlaGgoKCiD3ExdxH+tQpKO66C9TwsPA3vjSJO3w45OZtvhRsqr8fVTk50L/0ktsYnqAIgWZyEsyhQ2DS0kBxnFMg3vXH9W8erytZFnA4lv/u8jpltYJakgP0NTY1PAzNBz8IsmEDSHIyiFbr/ElOBpZ+1w4PQ0kIKJoG0WqBIANzMbImQY2nUAhKOxzHCUo7fN9PUlKSQDK0Wq2sVyijAbkF6XIlFqH6WLiqrRUUFLj1J/X29qK5udntGkhKShJB/RGCpOzQ0CLuuy8Vp04p8bnP2cP6XKmxFjIW6z0W4WGdWAQAPrDnOA6dnZ0YGBhARUUFcnJyJBvfZrNJMpa3scMhNQ6HA01NTZidnUVVVRWSk5MDel+0MhZSj0lRFCYmJmC1WrFnz56QTd6CGU8MYkGfOgXFkSM+S5McTz8NescO99VklgWmpkBNTgITE6AmJ0FNTAj/x+QkyPg4uOFh7JieBmOxBDUn1blzYe9XqFC8+Sbw5ps+X/cs0iJqtUBCwBMRnc79d/71pCTEffGLomRNQgFN00hOTkZycjI2bNgglIwYDAY0NTWBECL4BqSkpECtVos+h9Ugp6BXbhkWQL7EQqx5u/YnAXDzzuA9l1zLpsI1qbzqKhO+9a0UvPsug+FhCrm58jln1gKxkFL6dZ1YyAxi9ljY7Xa8++67gpeAlKkruZZCzc/Po66uDhqNBjU1NUGVT9A0LTmZkjpjYTabMTExAcCpJCZFQEbTdPiBDctCcdddvgNdAIpPfxo5F1+M7IkJKM1mJ3GYmgIVwNiuNyWiVgNarZOArALT7bcjbtcuZ3Dt+UPTwv+Jx+8sIWABUArFivfRtbXQ3H77qmPb7rgDJD0dmJsDNTcHanbW+TM3B8zNwT41BdXiIuil7AdlsYCyWIDx8VU/ezXwWRPVgw/C8YEPgCsqAgIk8KFAxTDI7exE3tgYuMxMzGzbBuPsLEZHR9He3o74+HiBZEjRACs3yDFIl+OcgcgFub68M8bGxtDR0QGNRuPWBB6srHN6uh0VFbM4f16HF15Q4LOflU/WQu6lUFITI5PJtF4KdSFibm4OgPNmIoaXQLCQYynUyMgImpubUVRUhNLS0qAfSmu9FIrvN1GpVNDr9ZEhFV76H8LKWBgMoJqbQT//vP/SJAAwmaD9299WvEYoCkhLcwbh6ekgGRkg6emY12gwaLVCv2kTMrZuBTIygMxMICEB4DioysqAkRGvxIRQFCxpaZj92teQFoJ3DGFZsHa714cJt3EjuO98B9ToqM+xSU4OrN/7nt9swblz55Cbm4ssT/KxRDxciYjn3+jeXtC9vavuR9wDDyDugQec89LpwBUVgSssBCksBFdY6Py9qAgkPx8I8Xzz1uehyclByokTKDp0CHa7HdPT0zAYDGhtbXVrgE1NTQ17Jdcb5JgBkBvkSiykULPy9M5wOByYnp6G0WgUvDOSk5OFayAQBSCO43DppVOyJBZrIWMhJTFaXFxcz1hcSCCEoKurC319fQCALVu2RMVQKtrEIhjXcd4kcHR0FDt37kR6enpI40aj34FhGBBCIvoQJYSgv78fnZ2d2Lx5M8xmc0QyM776H1I+/3lYDx70/+b5eVCtraCam0G1tIBe+pcaGwtqDnOHD2Ns504UVVUBSwQCaWluAThvXDU4OIgdO3Z4P18YBo6HH4biyBEQinIL8MnS99Tx2c8iNRIPM4aB9cQJqI8e9Tm29fjxVUuQhEZ2hgH0ehC9HoGGw8zrryN+te8MAFtWBspoBD01BWpmBkx9PZglbx1PcNnZTtKxRD64oiKBgFAc53V/AunzwKFDyMjIQEZGhtAAyytNdXZ2Ciu5qamp0Ol0sl7ZDBVyDNLlOGcgOvNWKBRIT08X7mWLi4tC2VR/fz9omnbzzvBWdsNxHN73vhk89hhw9iyDiQkKGRnyINBSy7WKjWj0WIhlphwrWNPEIpwbitVqRWNjI8xmM/bt24ezZ89KHujykEsplMViQV1dHQghYUulRqvHAojcjZFlWZw/fx5GoxF79+6FXq9HV1eX6Cuu/vofSu65B4MqFVBaClitoNrbnQTClUT09/v8bFJcDC4zE8xbb606j/kbb8REYSEKKyu9vm6329HY2IiFhQXs37/fbzqYO3wYjqefdpZguWZLcnPheOghTKWlISVCK9eOQ4dgOXkScceOgXL10MjJgfX4cVGbpr2BrakBl5OzatZk8e23nYTAZAI9MACqv9+Z7ejvd/5/6YcymUCPjoIeHQW8fI+7FArYsrOhKC1dJhz5+Yj76leD6vNwbYAtLCx0W8ltb2+HzWaDTqcTyqbCkfOUU9AbE0F6kLLFoTZBRxuxsHruyzuDF0Lw5p1BCEF2th27d7OorWXw5z8r8KlPySNrIbVcq9hYV4UKH2uaWIQKo9GIhoYG6PV67Nq1CwqFwqvkrFSIdsYiEEJlMBhQX18vmlJWtEqhgMgQi8XFRdTV1UGhUKCmpkZYpRI9MxNA/0PeV78KPPEEqK4uUD7OK5KdDVJeDq6iAqS8HKSiAmTLFiAxEWBZ0KuUJiE3F9aqKhAfWQ6TyST031RXVwck3cgdPgzbddd5lbel3nhj1ff7w2rkznHoEBwHD4blvB0ygQw2a5KYCK68HCgvx4pvlxBQBgOovr5losH/v68P1OAgaIcD6sFBYHAw4CnyfR7M2bNgL77Y6zauK7m8C7LBYIDBYEB3dzdUKpWQzdDr9VHJDkuFaAbpocgWxwQZCgGxRoi8eWfwZNvVO4MvWb3+ejtqaxm88IJ8iEUskLlwIHXGZb0Uao2DEIKenh709PSskEWVS9ZAbKy2367HbMuWLcjLyxNl3GhnLMTE1NQUGhoakJ2dvcKZXWxiQZ05s2r/A2W1Au3tAJy1+KSiAqSiYplElJcDS+onXhFAaZLjoYdAKRReg+nJyUk0NDQgPz8fZWVlwT34GQbk0ktXlBGF0zsScMDPMD6D5khDtKwJRYGkpYGkpYHzZijIsuh94w2oh4eRz7KgedJx7hyYrq5VP151331gr7sO7K5dYHfsAPR6H9NYdkHOz893k/Ps7u6G2WxGcnKykM3wV5cutx6LaM43VNliuRKLWHcMV6lUyMzMRGZmppt3xvDwMMxmM/Ly3gZwKU6fZjA+7kBmZuyHbHInFlJnXNabt2WGYG6ENptNKMvwJosaTWLh6aMhJfwF+Hwpi8lkwr59+6DVakUbNxoZC/58EWtcQgh6e3vR3d3tk3SJQiwIAdXRAfqll0D/9rcBvcXxla+A/exngZwcIISAYbXSJO7wYdBjY2775no8xJZrjvWgRwxjwnCzJgGBYWDPyoIjOxuOjRuX/xxgn4fivfegeO894XduwwawO3eC3b0bHE82vNwnXOU8N27cCLPZLEja9vX1Ca/zJSNimpNJjagF6WGYPcqZWMhl3q6lgw6HAxaLBTt2ZGLTpkW0t8fjRz/qww03zAjXQKz6x8hdFSoapVBJSUmSjScF1jSxCBTT09NoaGhAcnIyampqvD60olkKFe2MhbfAd25uDnV1dUhMTPR5zMJBtFywxRrX4XDg/PnzmJmZ8evfQVEUiMMB6rXXvLpX+8TMDOhXXgH98sugX34ZVBBlKwDAXXUVkJsb1HtWfIaf0iTAPZjm+0ump6eD8jMJFGL5c0QKogU3UcqaBNTnkZoK+513gm5sBFNX58x29PSA7umB8k9/ErblSkudGY1du8Dt3g12+3ZniZ0LNBoNcnNzkZubK9SlGwwG9Pf3o6WlBUlJSUjV6ZDd1YWMujpotm0DPvCBiPh4RALRCHaZs2fdyp884a+cTU4BuivkunrOl+Okpqbiwx9mcP/9QGtrBXJz+2AwGDA8PCz4x4jlnSEW1pu3g8PCwkJY/aixiAuaWPCO0J2dnSgrK0NhYaHPm2e0+xxYlo3Kzd3bfg8PD6OlpQUbNmzAhg0bIjKnaJEpMYjFwsIC6urqoFKpVvXvSHz5ZeTfdx9Uk5PC31zdqwWwLKjaWieReOklUO++69YfQeLiQC66CNwVV4D50Y+AyUmfAaAtIwM4cCCsfRTgozQJWCYWZrMZdXV1oGka1dXVETEfkkPQI7eSHTcE0ufxyCPuZTQGg6BMRdfVOcnG4CDori7QXV1QPvOM8H6urMyZ0di1y5nd2LYNWHrYutalA05hDevTTyPt/vsRNzEBXkfMnpUFyw9+ANxwQ+SPRxiI1nkQqKqbt+3kSizkOm9XQnT4sAP33x+H06eV0GiysXVrtuCdYTQaMT4+jo6ODqjVajf/mGj1KHEcJ+uMopTEiBCCxcXF9YyFnODvhmK329HU1IS5uTlUVVVBp9P5/axoliPxJ3k0VgJcA3yWZdHa2orx8XHs2rULaWlpERs3GqVQQPjEYmJiAo2NjcjLy0NZWZnf1TL61Clk3nmnb/fqxx5zmrT985+g//UvUEaj22ZcWRm4q68GueoqcBdfLARipKTEb//DwJe+hAIJziOKouBwOPDmm28iIyMD5eXlEVs9vGAyFhLA11yD7vNITQV7xRVgr7hi+bOnppZJBv/vyAiY9nYw7e1Q/v73zs+kaXCbNy+TjV27wG3dCmg0SPjHP5D6hS+suG4UY2NI/MQncL6vD+z11yM1NTUmy0WiEexSw8NQ/u53AW1LsrJW/k3GAbpc580H52VlHDZvZtHWxuCRR1SoqOCQlUVQU+P0zigqKnJTXOvs7ITFYgnaO0MsyLkUiuM4EELWVaHCxJomFr4wOzuL+vp6oYwnEEfoaKtCAdG5YPkAn191pigKNTU1EU+7yi1jQQhBd3c3ent7A+sfCEC9SXnHHe5jaLXgLr8c3JVXOkuZCgu9frS//ofhu++Gcd8+FAS9h8FjamoKZrMZ5eXlbkIIkYAcggdZZyyWEG6fB0lLA3vVVWCvukr4GzU+LpAMnnDQ4+NgWlrAtLRA+dRTzvcyDLgtW0D39Hi/buAkz5t/+lOcu/JKNI2MCOUi/EquFO72gUCy89VkguqRR6B69FFQZjMAgAArjh2wLFvM1tSsfE2mxCLWm7d9wbOEa/NmDm1tDH74w+Vsb04OhxMnrDh0yLHCO4NXXAvGOyNSc5cT+JhDyvkvLCysq0LJDa513oQQDAwMoKOjAyUlJSguLg74ZhntUigAURmfYRjY7XacPXsWWVlZ2LJliyQXnZwyFnz2a35+PuAm9kDUm4ClrMQNN4C76iqQqiogwBSzr/6HhcFBkOnpgD4jVPAmiSMjI1CpVCgoiDyNCSdjIUXAJMegzCdE7vMgmZlg3/9+sO9/v/A3anTUSTZqa52lVLW1oKemwJw/7/ezKEKgHB3F9tlZOA4cwPz8PAwGA0ZHR9He3o74+Hi3cpFoBECSEEyWhfKpp6D67ndBj48DABw1NXBccw3ivvUtJ7kIwuxxrQTocoHrvF94QYFTp1aGaqOjFI4eVePkSQsOHXJf9NRoNMjLyxO8M+bm5gS1KU/vjOTkZFEXLOV6zIHlGEuqBVyWZWGxWNYzFnKF3W4Xmml5c7JgEM1SKL6pWOrxCSEYHBwEx3GoqKhAbpjNvsGANwmSeqUs2OPs6ccQSPYLAKje3oC2Y++9F9xHPxrwfNzgpf8h0k3xNpsNdXV1cDgc2Lp1K9ra2iI2livkELjLKWMR7bmS7Gyw2dlgP/hBfkKghoeheuwxqB57bNX3K55/Hmx5ObRL5VDFxcWw2+2Ynp6GwWBAS0sLWJYVml9TU1Mla36N9D2NeeUVxN17r0DCuOJiWL/7XTiuu84pN1xSErRssZwzFnKcNx+csyxw7Jj37AIhFCiK4J574nDwoMNn0pCmaeh0Ouh0OmzYsAF2u11wAm9tbYXdbodOpxOug3CMKgH5l0LRNC3ZOWMymQBgvcdCjpibm0N9fT00Gg0uuuiigIM/V0QzYxGN8V3ldwGIKg0aCPgVD5ZlJW1CCybwHh8fR2NjIwoLC7Fx48aAbkZUezuYxx8H/etfBzSGt3rncBDJXoS5uTnU1tZCp9Nhz549MJlMkgWo6z0WaxwUBZKXB8cHPxgQsVD97GdQPvkkuD174LjiCjiuvBLKvXuRkZGBjIwMwTPAYDBgcnISnZ2d0Gg0QnCl0+lkFxzRbW2I+8Y3oHjpJQBOjxrrsWOwf+YzgMszL5RyNjkH6HKcN58hOnuWwciI79V/QigMD1M4e5bBxRcHFh8olUo374zFxUWhbKqnpwdKpdKtbCrYRmy5Zyyk7q8AsJ6xkBP4FffW1tawFYwYhoHVahV5hsGNLxWxmJ2dRV1dHbRaLSorK3H69GnJA3zXhnUpEQixIISgs7MT/f392LZtG7JWC/5ZFvTf/gbmJz8B/e9/L3+OQgE4HD7rnZGb65RvFRF8JkhsjI2Noampye06E8O7IVCEEzxIFXhEOwuwFrCq7C3gdB4vKHD2aLz3Hpj33kPc8eMgOh0cl18Ox5VXgr3iCiRmZyMxMRGFhYVuza/t7e2w2WzQ6XRC2VS4q7hucxQ5SKempqB64AEof/UrUCwLolDAftttsB475tvoMshyNrmWQsl13rxJ29hYYOdJoNt5gqIoJCQkICEhAQUFBWBZFrOzszAajejr60NzczO0Wm1Q3hlyJxZS91fExcVFTcErUlhbe+MF8/Pz2L17N1L9OQkHAIVCIbDLaEAqYjE4OIi2tjahB4UPsqOROQBij1jY7XY0NDRgcXER1dXVSNRofHtQGI1gfvMbMD/9Kai+PgBLajcHD4L97GdBzc5C8bGPOQMNlzFc3avF1uUXe2WfJ1kDAwPYsWMHMjIyhNek9CKRksSEglifn2wQgOyt5Ykn4Dh0CNTICJh//QuKf/4TildeATUzA+Wf/iR4arBbtzpJxpVXAvv3C82vvESywWCAwWBAd3c3VCqVQDL0en1Y90LRiIXFAtUTT0D10EOg5uYAAPZrr4X1298GcTE3FANyzFjwpbRyDHL5eWdlBXbPCHS71cAwjEAiSktLYbVahbKppqYmcBznJobgrXxQzqVQ0chYJCQkyO7aWg1rmlhQFIWKigpRgpu1XgrFsixaWlowOTnpRsSiFeDzK95SH3N/TePz8/Oora1FYmKi04/hxRehuOsutyZskpsLx+c/D7qtDfTvf7+sxKLXg731VrCf+QxQVOT8G4D5X/4Syq98BRqDYXkgF/dqsSFmxsLhcKChoQELCwvYv3//inSu1BmLcMZaazf2cBDrJChQ2VuSkwPH0aNwHD0KOBygz52D4uWXofjXv0DX1oI5f97Zh/DIIyAJCWAvuQSOK6+E48orEV9cjPj4eOTn54NlWczMzAgkw2w2Izk5WTDo08zOAkGqY4V1vhECxZ/+hLj77gM9MAAAYHfuhPWBB8CKnOHkIceSIv4cltu8geVV/5oaFjk5HEZHKRCycj8oiiAnh6CmJjLPybi4OGRnZyM727d3Bk9EeMIt54yF1JL+JpNpzSlCAWucWADi3VRigVhEKrhfXFxEfX390o2sxk2SkaKoqO17NJShfK2yj46O4vz58yguLkZJSQmY55+H4siRlR4Uw8NQ3nOP8Cu3fTvYz37W2YDtxV3TcegQXtPpcE18fHDO2yFCrCzCwsICamtrhaZ1b3W4ciIWkUasz09ucO0T6Hr9dWTs2IGE97/f93WjUIDbtw+2fftg+8Y3QBkMYP79byj++U8w//wn6MlJKP72Nyj+9jcAAFdSIpAMXHwxUlNThcUWs9kM2+9/j/T770eci7FloAZ94ZwH9NtvQ/31r4N5913nPHNyYP3mN+G46SYggsGcHDMW/H1ObvMGlokcwwAnTlhx9KgaFEXcyAVFOc+j48etkhjOUxQFrdbdO4Mn3F1dXYJ3hsPhgNlshlarld2xj0bGQkqPEamw5omFWIimj0Ukx+cN3XJzc7Fp0yavKw1y85QIB56lQhzHoaOjA0NDQ8ulPv48KLBU563RwH7qFMgllwB+bho0TYOjKHCXXCKZ7Gm4Ae7k5CQaGhqQn5+PsrIyn/NeJxbriCiW+gTGFAokb9qEhCACApKaCseHPwzHhz8McBzopiaBZDBvvw26uxuq7m6ofvpTkLg4sDU1cFx1Fdgrr0RSezvUX/yiT4O+5v5+cIcPIzU1FUlJSV6vj2CvdaqvD3Hf+pZQxkUSEmD74hdh+9znvC5YiA05Egv+fiDH1XPXVf9Dhxw4edKCY8fiMDKy/B3k5BAcP25dITUrFRQKBdLS0gSjXLPZDKPRiJmZGbS3t6Ozs1My7wyxEI0ei3gJrl+psU4sAkQ05WYB8TMmhBB0dXWhr68PW7duRXZ2tt+xo+UpEc1SKJvNhoaGBlitVlRXVwspy4A8KJZKoPyRCmD5oSfVgzucHgtCCPr6+tDV1RWQCaCUksGxTixifX6ekNNcgTBXpWka3I4dsO3YAdx1FzA3B8Xp02D++U8oXn4Z9OAgFK+8AsUrrwBf/zoITfs16Nv0+ON47/LLMTg4CIqiBKWplJQUqFSq4Or+Z2cR99BDUD7+OCibDYSiYD96FLZvfEN0xTh/kCOxkHvGwvUcOXTIgYMHHaioSMDICI3jxy34zGfskmQqAoVGo0FOTg7a29tRVVUl9Gfw3hkJCQnCtSC2d4ZYiFbGYq1hzROL9VKoleADZovFgv3796+qoXwhlkLxyljJycnYtWuXW7Mm1d8f0GdRY2NYLTxz7WGRYqUk1B4LlmXR3NwMg8GAqqoqJCcnr/oe/tpbJxbriCRE/961WjiuvRaOa6+FlRDQnZ1gXn7ZmdE4fRqU3e7zrRQhUI6NYcfcHOwuBn2Dg4NoaWkR7rXx8fH+r3m7Hcpf/Qqq738f9FL/leOyy2C9/35w27aJu78BQI7EYi30WLiCYYC8PIKREee/MRiXC89rhmFWeGfwHjKe3hkpKSkx08AcrebttYY1TyzEQiwQCzFKoWZmZlBfX4/k5GRUV1cHpG4SjZKkaI1L0zTm5ubQ39/v1Z2dOnMGivvuC+izAllRdA2+pUAoGQuLxYLa2lqhByfQlLaU+xbrxCLW57cOH6AocGVl4MrKYL/zTiieegqaz3529bcND4OmaSQnJyM5ORkbNmyAzWaD0WhEb28vJicnYTAY3BR21Go1QAiYf/wDcd/4BpiODgAAW1YG6/e+B/bqq1fNgEYKciQWfJ+C3OYN+F5oSklx3kOMxtjcJ1/O1Uql0s1DZnFxUVCbEsM7QyxI3by9TiwucCgUiqj3WIQTZPOeHu3t7SgtLUVRUVHAN9xokSqpS6E4jsP09DRMJhN2794t1I4CABYXwXzzm2AeewwUISAMA7Bs2B4UUqtuBZuxmJ6eRl1dHTIyMlBeXh5UVmWdWCxDjsHNOlaCFBQEtF3c3XeDqa+H/cgRcNu3AxQFlUqFrKwszMzMQKFQICMjAwaDAaOjo2hvb0fG6CgqfvlLxL/zDgCAS02F7etfh/0TnwCiFGjxkCOxkKvULLA6sTAYYvO74J9j/o67q3cGr7rGe2f09/ejubkZSUlJQtlUIN4ZYiEaPRbrpVAyhJilUISQqEmphWPQ51rGsmfPHqSkpAQ99lovhbJarag/dw7x77yDfJsN6XFxgjoT9cYbUHzmM6C7uwEA7Cc+Ae6SS6D41KdAAK9a+oF6UPDnp5TEItCxhoaG0NrairKyMhQUFAR9LUlJmmKdWADy61uQE6QKegMy6KNp0LOzUP3kJ1D95CdgKypg/9jH4PiP/wDd3Q39uXNAdja0N94IrVaLDRoNlD//OVT/+7+gCAGnUKDn+usxddttSC4oQKrDAc06sQgacpTIBfz7b6SmxnbGgo+Pgjnurt4ZAHx6Z/DbRLLZmWVZSZvM1zMWFzj49JjUjNZ1/FCC+4WFBdTV1UGpVKK6utpNSjZQRFMVSopxZ2ZmMPLjH2Pfz36GuIkJ4e8kJwfcrl2g//pXZ5YiNxf2xx8HufpqAIAjPt6pDuXayB2kBwVFUTFnJMdxHNra2jA6OhqWuaTUGYtolOsFCjkFOHKaKyAxYQvEoO+XvwTRaKD8/e+hePFFMM3NYO69F+Tee0EBKF3anvvmN8FWV0Pxj3+AWjJftd9wAyz33YeE9HRYDAZMTEygs7MTGo1GWMHV6XSSN77KcfVfjnMG/K/6y6EUKtxj7umdYTKZYHC5Frx5Z4iFaPRY5ObmSjaeVFgnFgGCP9kcDkdU6v9CIRbj4+NoampCXl4eysrKQr7go6UKJcW4g4ODmPnlL7HnBz9Y6UkxMgJmyYCL/fjH4ThxAtDphJe5w4dhu+46p0pUGB4UUhKL1cay2Wyor6+HzWZDdXV1WKtD66VQ7oj1+a0jMARq0Md+4APA9LRTJvZXv1pRNkmPjoLmXcArK2F54AFw+/YBABIBJCYmorCwEA6HA9PT0zAajWhvb4fNZoNOpxN6M+Lj4yNOBtczFtLBn0yuHEqhxCRzFEUhKSkJSUlJbt4ZRqNRMKvUarUC6fYl7xzM/Nd7LMLHOrEIENE0igOCIxYcx6GzsxMDAwPYtm0bssKUJVyLPhYcx6GlpQUTo6O4+te/9u9JkZYGx+OPeycMDANy6aWrqj/5QzT8HrwFCryzuFarxe7du8NeCVonFsuQY4AjJ0h9fF0N+vhFBa/O21otFP/4x+qfd/nlPsUeFAoF0tPTkZ6e7tb4yjuBq1QqgWSIvYLLQ47EYi1mLORSChUp+PLOMBqNgrwzXzaVmpoadFmT1BUpi4uLq6pyyhFrnliIeTOUA7GwWq1oaGgQVpzFaAxaa83bFosFdXV1IITgYgDM6KjPbSkAmJoCdeYMyKWXij4XQNqMhS8J2LGxMTQ1NQnO4mJdN1KVKMU6sQDklbGQ01yjhiWDPr+bnD0L2iWr4Qtxx48j7vhxOA4ccPZjXH894CXg8Nb4yrsf8yu4ycnJglO4WDKeciQWcs1Y+PPfWC6FknRKAUPqUiKNRoPc3Fzk5uaC4zhB3nlkZARtbW2Cd0ZKSkpAJYRSz99kMq1nLC50RNN9O5Dgfnp6GvX19dDr9aKsOLuOvVZKoYxGI+rr65Geno7y8nIon302oPcF4kkRKqQuhQKWA0dXo8Tt27cjMzNT9PFiPWPBy4DqdLqIrPYC8iA+ckWsHldqYgLKJ54IaFt2yxbQbW1QnDkDxZkzIHfdBcd118H+sY+BvfRS79lSloXq7Flkjo0hYyljYl46lw0GA/r6+sAwjEAy9Hp9yGW8ciQWcs5Y+GqAjvUei2iJ2wBYIe/s6p3R1tYGu90ukG5f3hlSE4vFxcV1VagLHbGasSCEoL+/H52dnSEr+Kw2dqiKVOFAzICbEIKBgQF0dHRg06ZNyM/PdwZ7AZaJRdLlNhrEguM4EELQ2NgIk8kUkFFiKJAqoA51nPn5eZw7dw4sy8LhcECn0yEtLQ2pqanQaDSiXkexGgCvQ1zQLS1QPvYYlP/v/4Gy2QJ6j/Whh8AVFUH5hz9A8b//C6azE8o//AHKP/wBXE4O7B/9KBwf+xi4TZsAAIoXXkDcsWNu2RAuJweKEyegOXRIWMGdnZ2FwWBAb28vmpubQ65HlyOxkHPGwte8+VKo6WkKHAfEGm+KJrHwxGreGQqFws07Q6VSrRvkiYQ1TyzEvLEoFIqYIxYOhwPnz5/H9PQ09u7dC71eL/rY0eyxsAX4YPYHV7ldz2NEDhwASUtzljt5eW8wnhShQkpFI/56WFhYwPnz5xEXF4f9+/dDpVJFbLxYJRYTExNoaGhAUVER8vLyYLVaYTAY3GrXeZIRrhKPHAMcOSHqx5cQMP/8J1Q//jEUr7wi/JnduxdUdzeomRnv8rQUBZKTI/Rn2O66C7Yvfxn0e+9B+fTTUD77LOiREcT9z/8g7n/+B+zu3WC3boXy5MkVYhPU6CjUR4/CcvIkHIcOgaZp6PV66PV6lJaWCue3az06TzL4wMr37smPWMg9Y+ENej1Z2obCzAwQpHJ8xCF1YB4oPEsIOY4TmsAHBgbQ0tKCpKQk2Gw2LC4uIjk5OeLnDiEECwsL6z0WFzpiLWNhMplQX18PlUoVlCNyKGPLtRTKbDajrq4ONE17l9sdGQFsNqFR2/XRGawnRaiQqlyIHwsA3nvvPeTm5mLTpk0RvYHGYikUIQS9vb3o7u7Gtm3bkJGRAZvNhvj4eMTHxwu163wanVfi4V2S+WxGsJBLxkJuAWRUYTZD+f/+H5Q/+QmYtjYAAKFpOK6/HrY77gC3bx8UL7zgV57Wevy4+/2FosBVVsJaWQnr978Pxd//DsXTT0Px0ktgamvB1NauuFcBTj8dQlGIu+ceOA4eXHHPiouLQ05ODnJycsBxHObm5gSSwQdWPMnwNCWTI7GQc8bC1z1ZpQKSkgjm5ykYjZRQGhUriKWMhT/QNO3VO6OtrQ3d3d3o6upy884QO3vNYz1jIWOItWoaSz0WfLNtQUEBNm7cGPHgUI6qUAaDAfX19cjKysKWLVucx4hll+VhU1Kg+Na3QM3NgSssBGW3O4kGjyA9KUKFVKVQfMkcAJSUlKC4uDjiY8Za8zbHcTh//jwMBgOqqqqQnJzsdX4MwwjqI3wa3WAwYHJyUvAV4EmGTqdb9fqTW4/F+lz9g5qYgPLJJ6H8+c9BGwzOeSQlwf7xj8N2++0ghYXCtoHK03pFXBwc118Px/XXg5qchOoHP4DqySe9ZlcBJ7mghofBnD3rt7GcpmnodDrodDps2LBB6DMyGAxoamoCIcSNSMsxSF+LGQvA2WcxP0/hmWcUOHCAQ00NG8l1r6AgF2Lhibi4OGRlZaG1tRV79+4Fy7IwGo3C/T4uLi4iymvrztvriHopFCEEDocDXV1dGBoaikizra+x5aQKRQhBX18furq6sGXLFuTl5Tk/79QpKO66C5SroR0AkpgI+9//DhQUYOHvf8fgO+9gy+WXh+RJEQqkIBau5WAURSEjIyOi4/GIpVIoq9UqqIEFYxbpmkYvKCgQfAUMBgNaW1vhcDjcgrBQTCjXIQ/Qzc1QPfYYFH/4g9A/wRUUwHb77bB//OOAVuv1fa7ytAPvvIP4DRugP3QoqPsLSU8Hu38/8OSTq25LjY0F/LkAoFKpkJWVhaysLBBCBHWd0dFRtLe3AwCGh4dBCAmISMcC5EiGAP/B+QsvKDAy4tyn73/feZ/JyeFw4oQVhw5FZ9HTFbFaChUI+GewQqFAfHw8kpKSUFhYKGSvxfbOsNvtsNls66VQFzqiXQoFAO+++y44jkN1dbVkKTQ5lUK59pxUVlZCt2RoR586BcWRIyvqkgkAmEygGxrAFReDvfhiDKvV2BwhaVlviDSx4OV1AaC6uhqvv/665L4Z0R6Hb9LW6XTYtm1bWA8/T1+BhYUFGAwGjI+Po6OjA/Hx8QLJ4Gt15ZaxkBsiGkBynLN/4rHH3PsnKith++//huO664BAVjCX5Gknk5KQnp4OfQjnYKAiEsw//gH2ssuc/WNBgqIoaLVaaLVaFBcXw26348033wTLsmhpaQHLsm5eAaGUBUqBtZaxeOEFBY4eVa/wcR0dpXD0qBonT1qiTi7kmrEAlomF57PBNXsNrPTOAODWBB7owpLJZAKA9YyFXCFmKVS0iMXMzAwAQK1WY/v27ZKuCsglY7G4uIja2loolUr3nhOWheKuu3yb4FEUFF/5CmzXXSepQpMwhwgGnTMzM6irq0NaWhrKy8vBMExMOX2LBX/HcHx8HI2NjdiwYQM2bNggahBKURQSExMFl2Re4nBqagrNzc1gWRYpKSmyrFG/4MH3Tzz2GJilVXvP/olQEM65wNbUgMvJATU66r0ZHM57muoPf4Dyz3+G/ZZbYPv850GWsrahQKlUgqIoFBcXIykpSSDSExMTQlkgTzLCFTkQE2spY8GywLFjcUukwn2fCKFAUQT33BOHgwcdUS2LkjOx4GON1ebvzTvDaDRiZGQE7e3tiI+PD8g7Y2FhAQDWeywudDAMA4vFIumYrmU9ALBx40bJb9zRCLaB4DIWk5OTaGxsRE5OzoqGZOrMmRXlT66gCAGGhkCdOQO6slLyfY3U8R0aGkJrays2btyIwsJC4SEbDafvaIxDCEFPTw96enpEcaAPBJ4ShyaTCVNTUxgZGYHVasU777wjZDM8G2TXERrEPr+C6Z8IBWGRTIaB9cQJ/83gX/gCFK+9BqauDqonnoDyF7+A/aabYPviF0E2bgxrzp5Emi8LNBqNgsiBTqcT6tHj4+OjFtzLNWPhbd5nzzIYGfG9L4RQGB6mcPYsg4svjs7iJ+AMziMlIhNp8K7bwZyvrt4ZfHbP83pITk4WiLerd8bCwgI0Gk1E47nh4WHcc889+Nvf/obFxUWUlpbiV7/6Ffbu3RuxMYF1YhEUpO6xcDgcaGpqwuzsLCorK3Hu3LmoBfix2rztGjxWVFQgJydnxTaB1htTY2OCipGUK8xiEwuO49De3o6RkRHs2rVLSOFGajx/iBax4HtKjEYj9u3bB62P2nfX90diTklJSUIN7vz8PNLT090aZPkHTmpqasQkf9cRGELtn5AagTSD2wgB8+qrUD38MBSnT0N18iSUv/sdHIcPw/blL4PbsSOoMX0F6Z5lgbxXgKtkcySaXgPBWspYjI0Fth+BbhcpyD1jEW6Q7887o7e3F4899hgYhsEVV1yBvLw8ryZ9YmF6ehoXXXQRLrvsMvztb39Deno6Ojs7I2JJ4IkLgliI9cVJGWDPz8+jrq4OGo0GNTU1UKlUUVNnitVSKFfi5S94DMYEz9VATqrMkJiBvs1mQ0NDA6xWK6qrqxEfH79im7WesbBaraitrQUA7N+/P+Ca10iSSX6117VBdm5uDgaDQcgs8XKfaWlpITcEXqgI+ViJ1T8RBMQ4z1ybwamxMZAl522hDoaiwF52GcyXXQb6nXeg+uEPofzrX6F87jkon3sOjquugu2uu5zvEWnOnl4BLMtiZmZGIBlms1lwPvZcvY0E5Jqx8BacZ2UFdg8NdLtIQc7EQuxnvjfvDJvNhr/85S94/PHH0d3dDYVCga9//eu45pprhDhPLBw/fhz5+fn41a9+JfxNCiVI4AIhFmJBKrnZkZERNDc3o6ioCKWlpcLNN1YD/EjBXymUyWRCXV0d1Gr1qhckOXAAJDcXGBnxaVLFm+DRS69LqW4hFrGYn59HbW0ttFotdu3a5XN1UOqMhZQ9FnNzc6itrYVer8fWrVsD/g4jnaHy/GyKooQUOi/3yZvz1dfXg6IoIQBLSUmBUqmM2NxWm6tswbK+A+8I9U8EClGO8VIz+Grgqqpg+f3vYWtuhuqHP4Tij3+E4uWXoXj5ZTiqq50E46qrAD9zCuX6YBhGOIcBZ9Mrb9DX19fn9rperxf9HJdzxsJz3jU1LHJyOIyOUiBk5T5RFEFODkFNTfTKoAB5q0JFeu40TePqq6/G1VdfDQA4efIkvve972F4eBg33XQTTCYTLrvsMlxzzTW45ppr3GK/UPDCCy/gmmuuwYc//GG89tpryM3NxR133IHbbrtNrF3yiXViEQQiHdhzHIe2tjaMjIxgx44dKyRBo0UseKlbqRtQfQXAExMTaGxsRH5+fmAeHgwDx8MPQ3HkyKomePTSeFKWnImxqs83KHuS0UiNFyikNMiz2Wx4++23I9KkLQb8HQeVSoXs7GxkZ2cL5mUGgwH9/f1oaWmBVqsVgrDExMSI75ucFKy8zVXxwguIO3YMtEupEJeTA+vXvw56YADKX/zCvX/illtg+6//Crt/ItD5RuPc5CoqYPnFL0Ddey9U//f/Qvm730Hx5ptQ3Hgj2O3bYbvrLqenhpfgSow5azQa5OXlIS8vz835uLe3F83NzaJIeHrOWY6r595W/RkGOHHCiqNHV2ZfKcp5/h8/bo26n4WcMxZ8j4VU4JvAf/vb34LjODQ1NeEf//gHTp06hbvuugt79uzB2bNnQ/78np4ePP744/jyl7+Mr3/963j33Xfx+c9/HiqVCrfccouIe7ISFwSxEOsmHskeC4vFgvr6enAch5qaGq8lLNHMWADOC0/KGlnPTAkhBF1dXejr68PWrVuRnZ0d8Gdxhw/D8dRTUHz844Br1snDBI8/V6QkFuFkEAgh6O7uRm9vb8ANymutx4IQgrGxMZjNZuzatUsSb5dgEWxDIG9eVlJSAqvVKmQz+vv73VZ6U1JSJL0m5QDe6dpTl5MaGYH6v/9bWFiIVv9EtEkb2bAB1kcege2ee6B67DEof/ELMI2N0NxyC7jSUli/9CU4PvpRp82zy3zFJEOuzselpaXCOc5LeFIUJZCMlJSUkEpE5KrE5is4P3TIgfvus+Jb33InFzk5BMePx4aPhZQlxGJD6myLyWQSpGZpmsaOHTuwY8cOHDt2DAsLC+ju7g7r8zmOw969e/HAAw8AAHbt2oXz58/jiSeeWCcWsYRIBfYGgwENDQ1IT08XJEGlHH818PORunGcL4XijQEbGxuxsLCA/fv3B20qQ586BcXdd4NyIRUkLQ2OEyfcnLUpipJcBYumadjt9qDfx/eYzM3NBXVM1lKPBcuyOH/+PKampqDRaGKSVPAI9TjExcUhJycHOTk54DgOs7OzMBgMwkqvlHXrsQphn1kWcceO+ZSWBgCiUsHy05/Ccf31ovdPBIpY+I5Idjas998P65e+BNXPfgbV44+D7uqC5s47wT3wAGyf+xzst9wCsuRTQVGU//KyMOB5js/NzQkko6WlReg/SklJCVhNTc6lUL72Lz3deQ/ZuZPF5z5nQ1YWiSnnbalX/cWE1KRoYWHBp9RsQkICtm/fHtbnZ2dno7y83O1vW7ZswR//+MewPjcQrBOLICB2jwUhBL29veju7nZziPY3frQzFtEYd35+HvX19UhISEB1dXXQtbi+zPFgMEBx881wPP20G7mQ2hAwFCLDe3aoVCpUV1cHtaK3VjIWvPEfRVHYsmVLyCs8UgQfYo1B0zT0ej30ej1KS0sFsyaeaCiVSre69Qstm8GcOeNW/uQNlM0GkpERNVIR7YzFCqSmwva1r8H23/8N5a9/DdWjj4IeHob6q1+F6sEHYb39dii2bIHqL39Bwte/vrK87MQJZwmVSHDN2PH9R/w57qqmxmc0fMmbyrUsx1+A29zs/HtNDYsPfzj6GQpPyPWYA9JnLPwRCzFw0UUXoX2pf4xHR0cHCiUo97wgnjqxWAplt9vR1NSE+fl5VFVVITk5edX3RItYUBQVlbH5i/ztt98OqHfAK/yZ4xHiZo7HL/tInbEItsGZb/D15tkRifHCQaSO5ezsLGpra5GamoqKigrMzMzEXsDmgUjMz9WsiWVZIZvBq/DwngKpqalR9RSIJAjHQdHQgLi//hWK3/0uoPcEKkEdCcRsiU5SEuyf+xzsn/kMlP/7v1D9z/+A7uuD5nvfwzUqFZglCV5XUKOjUB89CsvJk6KSC1eoVCo3NbX5+XkYDAaMjo4KhmSeTveAvHssfC2etbY696eiIrpN2r4g91IoKc+XxcXFiLpuf+lLX0JNTQ0eeOABfOQjH8E777yDn/3sZ/jZz34WsTF5XBDEQizwTczhsnJeSpZfgQ90tTmazt9SB9t8PwWAgLI5vhCMOR659FLn3yQMvIHAG5wJIRgYGEBHR0dYx0SqhmogMhmLsbExNDU1oaSkBMXFxUKQFs44kQ70pAgkGYYRVnI3btyIxcVFoTejp6dH8BTgsxlyDQB40O3tUDzzDC773e+QuEqWwhOBSlBHCjFJLHjExcF+662wHz0KxXPPQfngg1C0tXndlF+cibvnHjgOHhSlLMofKIqCVquFVqt1MyQzGAyC071er0dKSgocDkdsH2cf8BdfNDc7/75li/R+VoFAzqVQ0eyxiAQqKyvx3HPP4Wtf+xq+853voLi4GI888ghuvvnmiI3JY51YBAH+pHM4HCHrDQ8PD6OlpQXFxcUoKSkJ6sYXTWIh5di8FwPvcp6SkhLyZwVjjseHpbFYCsVxHJqbmzE1NYW9e/eGZXIj1x4L10Z1T9U0KfcpVEg9v/j4eMTHxwueAnwA1tHRAZvNBr1e7+aQzCOWgzGqrw/KP/0JimefBXP+PAAgDgBRq+H4wAfguOEGxN1zD6jRUZ/S0iQnJ2D/hkgg1s9TAQoFHB/+MGwpKUj+0Id8bkYRAmp4GMzZswHJ34oJT0OyhYUFGAwGTExMYGZmBvPz8zCbzUhNTYVOp5MFmfaVaZmaojAx4fz75s2xSSzkXAoVjR4LXoo5Urj22mtx7bXXRnQMb7ggiIWYBnlAaL0GHMehtbUVY2NjXt2QAx3f5iUdLQWk8rKYm5tDXV0dkpKSUF1djVdeeSWsID8Yczwe0Wje9jce30sAANXV1QEbvoU6npgQK+BnWRZNTU2YmZnx2qgezjiEELAsC0IIGIaJyIMx2sSHYRikpaUhLS1NcIQ1GAyYnJxEZ2cnNBqNkM3gpaVjBdTYmHPl/Nlnwbz7rvB3olCAvfJKNJaXI++OO6DhiSZFQX30KAhFuZELXlraevx4xFfW/SFmS6F8gJqYCGy7KJaXAc5rLDExEYmJiSgsLERtbS0SEhJACEF7eztsNptQGsiT6Vj8HnwF5y0tzr8VFXGI4EJ3yBCjmiOakFr1MtKlUNHEBUEsxEKovQZms1loMq2pqYFmSWUjWEi9ki712LwxoKsPQbhBcDDmeDxiiVjMzMygrq5O6CUQY0VFah+LcI+lxWJBbW0taJpGdXW112bNUAME/mHIgxdn4M89/t+1BFdH2IKCAjgcDiGb0draCpvNBqVSieHhYaSkpIR8vwoLRiOUL7wAxR//COb110EtfUeEosBecgkcN94I+3XXASkpGHrlFeS6PKAdhw7BcvIk4o4dA+VSIkVycmA9fjxivQDBIBYDWl9g09MD29BHE3U0odVqkZ2dLZBpvgm8u7tbKA1MSUmJKaGD1YhFeXns9lcAkEVWyBui0bwdrLqlXBAbV5KMECyxmJycRGNjI7KysrBly5awgpS1WgrFcRza29sxPDyMnTt3It3lQRZ2psTVHM9zBRMACAH7oQ85eywOHHCa5EWhedtboM+XzW3cuBGFhYWiKgvJJWPBN2mnpaWhoqLC5/UTbF8MvyrPcRw4joNKpXL7neM4t/OOpmnhJxREO2PhDwqFAunp6UhPTwchBJ2dnZiZmcH4+Dg6Ojp8NseKjvl5KP76V2dm4l//cpOGZisrYb/xRjg+9KGAspCOQ4fgOHgwItKo4SJWzwNfsO3bB3NqKtRGo/fFGTilfNWf/Syso6Owf/rTMXOc+XPVlUzzpYEzMzNuQgexItvsSyaXb9wuL4/dMigAsl2IWWuqUNHEOrEIEoFKzrrWg5eXlyM3N1eysSOBSBELq9WK+vp62O12r8aAYmRKuMOH4Xj6aac6lEcjNwVA8eijwKOPguTmwvHww6Bzc6OaseA4Dh0dHRgeHg65bM4fpGxODyegHh0dxfnz51FaWoqioqJV3cQDhSuBACBkJlyzE7x/Cl8ixXup8GOt5WyGSqVCQkICKioqvDbH8jKf/qQ+A4bFAsVLL0Hxxz9C8fe/gzKbhZfYbdvg+I//gP2GG0CKilad9wowjOQ1/4FAbqVQhKZx/rbbsPf4ce/lZYSALS4G09sL9d13Q/m738Hywx+Cq6yM4qz9+1i4mkwCzqoC3qCvr6/P7XW9Xh+0xHm48/Z2X+GlZteJRWSw1pq3o4kLgliIeRMPRHLWZrOhsbERi4uL2LdvH7QiubpGsxQqEqvcs7OzqKurg06nw549e7ymosUalzt8GLbrrgN15gzov/wFzKOPrpCfxcgIFEeOIO3++8F9+MNhjxkoXPfRbrejvr4eFosF+/fvj8iKhtSqUMF+f64O655N2uGO40oWAN8PQf7vruaQ/PtCyWbEcsbCHzybY00mk5vUZ0JCghCABWpcBrsdzKuvQvnss1D85S+g5ueFl7iSEmdm4sYbwW3aFLkdizJkRSwIwcSBA7Bs3eq7vOzgQSh//WvEffvbYBoaEH/llbB/4hOw3ncfEIb4RrjzDjTI1Wg0yMvLQ15eHjiOw8zMDIxGo2BCqdVqBUKdlJQU0e/PG7EgxFVqNjaJBcuysl5skbJ5my/NW89YyBxiPdhXW7mfnZ1FfX290Hws5krHWiqFGhoaQmtr66qr0aI2jTMMyIEDYD75Sa8v89KJxT/6EfpcDPMiDZ5YmEwm1NbWIjExEdXV1RGr+ZXaxyKY749v0p6dnQ3aTXw18KSCf3AHExy4EgfXbIZr6RS/nWf2Y62AoigkJSUhKSkJRUVFsNvtzlXeyUkM//3vmDIaoSoshPLyy5GakeGunMdxYN58E4pnn4Xi1CnQBsPyS7m5zszEjTeC27EDCDJokxthk+N8KYpatbzM/qlPwXHoEOK++U0on3oKql/9CooXXoD1u9+F42MfAyS+HkJ13qZpWpBtLi0thcViEXozBgcHQVGUQDJSUlJCVoj0N2/Pe8fgIIX5eQpKJUFpaWwSCzk3bgPSS+Wu91isQ4C/AJsPlj319aUYO9IQK8APVh1L7CxNIL4WcRMTiHvnHaCkRLRx/YGmadjtdrz11lsoLCwMzQgwyPFiUW6Wb9JmGCZoN/HVyJJrpiJYUuEJX9kMnnDw83AtmZJTxiLQY6NUKpH3zjsoOXbMzY3Zkp6Opk99CvNXXom8sTFkv/YaEl580d2xOS0Njg99CI4bbwS7b5/kQWc0IbtSKNf5rlJeRtLTYXn8cdg//nHEfelLYFpaoLnjDrC/+Q0s//M/4LZulWjW4hnkqdVq5OTkICcnBxzHYW5uTiAZLS0tSEpKErJ2SUlJYY/pLUDnG7fLyjhIWJUVFNYCsVjvsRAH68QiSCgUihV9DizLoqWlBZOTk9i9e3fEtInlnrGwWCyor68Hx3Gorq5e0U/hDWKXYAUqicgEKLEYLgghGBkZgc1mw86dO5ElgXFXLPZY8OpX6enpKC8vD8lN3Bs8m7TDJRXe4C+bwV8zrmVUcnj4BvKdKV54AeqjR511Gi6Im5zE3h/8AI6f/xzKqSnh747ERCxccw2oI0dAXX45IGJGTk6BOiCv+YZChNjqaiy+/jqUP/0p4h54AMzbbyP+4othv/12WL/2NUCk8mB/CDVj4Q80TUOn00Gn06GkpAQ2m03IZjQ2NoIQImQ7Qu1B8k4snAFvrBrjAdIH5mIjGsRivcdC5ohUKdTi4iLq6+sFKdlwPQaCGVtKhJs5mJ6eRn19fdCyqWL7ZwTqa2GLsHEN4JQ25b0ZFAqFJKQCWM6QSIFArjteZjgc9St+HNcgyFeTdiThLZthMpkwMDAArVa7dhrAWRZxx44BhKzoVeJ/V05NgajVsH/wg5j94Acxsm0bpubnnSUAS/eCtLQ0JCYmyirQDhdyyVzxCDnDolTC/t//DceHPoS4r38dyueeg+qxx6D44x9h/f734bjhhqDL3oKBWBkLf1CpVMjKykJWVhYIIZifn1/Rg8STjEAV1fxlLGK1cRuQf8ZCyh4Lm80Gh8OxXgq1Didcg/uJiQk0NTUhOzsbmzdvjvhFFe1SqFDM+QghGBwcRHt7O8rKylBQUBC027iYq+ur+loAYJOTMb9zp2hjesPi4iLq6uqgVCqxY8cO1NbWRnQ8V0idsfA1Ft+k3d/fv0JmOJRxPD87kCbtSGNubg719fXIzs5GaWmpG9kRU85WUhACxTPPuJU2+YL5d78De/XVUAPYsPRjtVphMBhgMBgwMDAQlgKP3IJ0QOalUKG8PzcXlt/8BvaPfxzqu+4C3dMDza23wvHb38Ly0EMgGzeKONtlRCJj4Q8URUGr1UKr1aK4uBh2ux1GoxFGo1FQVHN1u/flD+NKiFgWOHuWwdmzfMYiNj0sAHkTC/55IdX8TSYTAKxnLNbhBMMwsNvt6OzsRF9fHyoqKpCTkyPZ2HyphdQPplACfNcSsT179iAlBHUQ0dWoVvG1oAAoZmeR+4MfAL/4hdP0iWWdvRlLDYu830WoMBgMQrC5efNmmM1myeVtpTTI8zYWn62Zm5vD/v37w77BumYpAES09ClQjI6OoqWlBWVlZcjPz3d7zbUfg/9/LGczqKEhMK+9BsXp02BOnwbtp0/J7X2zsyv+FhcX51azPjs7C4PBICjwhOInIKdAHZDXfMV63rBXXIGFt96C6kc/gurhh6F45RUk7N8P2xe+ANtXvgIEUBobDKTIWPiDUqlEZmYmMjMzQQjBwsICDAaD4A+j0WiEbIZOp3PLctI0jRdeUODYsTiMjCzvwxe/qAbLWnHoUHRk5/1BzqVQUpv78cQikHJwOWKdWISAiYkJMAwTlGqNGOBPeqmt5/mxg8mWmM1m1NfXA0BYJWJil0IBfnwt8vLAVlWBfu45pD/7LLjeXrC33ALF8eNuDd+83wUXpHIUIQQDAwPo6OjA5s2bhWBTygyC1ON5K4XinehDadL2Nw6w/ICIJqngPWwGBwexY8cOrwIFYsvZig2F0eh0vT59GorXXgPd0+P2OlEo3AzsfGG10kOapqHX66HX6wUFHj6b0dvbC6VS6ZbNiBV35HAgtyyLqAtZajVs99wD+0c+AvXdd0Px0kuIe+ghKJ95BpYTJ8B+4APO7Vg2bHNDqTMW/kBRFBITE5GYmIjCwkLB7d5oNKK9vR02mw06nQ4pKSkghODFF+PwqU+pPduXMDFB4ehRNU6etMQcuZBzxoK/30pFLHipWbker9Ug/7t0gBDjBjMzM4OhoSEwDIOampqoBPdAdIhFMAG+0WhEfX09MjIyQmrEdUWkvDtcfS08MxFjv/41co8dg+LcOVDnzq1885LfhePppwMmFxzHoaWlBRMTE9i7dy/0er3wGn98pMpERVMVamZmBrW1taKcG57jAM5MCB+ERyOoYFkWzc3NmJ2dRWVlZcCZGF8N4IGY+YmCmRko3ngDzGuvofRf/4K6s9PtZULT4HbvhuPSS8FecgnYvXuRUFkJanTUe0khRYHk5DgDwiCgVquRm5uL3CWTSk93ZJ1OJxCN+Ph42QXpwIVXCuX1M4uLYX7mGShefBFxx46B7u9H/Ec/CvvBg3BceSXiHnzQXUUsJwfWEyfgOHQo4DlHO2PhD55u94uLizAajZiamgLLAseOxS2RCs8STwoURXDPPXE4eNARCwbnAtYCsZCyFCqa7u6RxgVDLMKBa59AWlpaVAJ7AEJAEY0+i0ACfEII+vv70dnZ6bYiHw4ikbEQwDAgl14Kz9DE8r73ofGXv8SuI0dAeWly5v0uFF/5CmzXXbfqSprVakVdXZ2ghuVZW+saUEqxYhKtjIUYTdrewAc+NE3j3LlzSEtLQ3p6OrRaraQ3bqvVioaGBgDAvn37Qs7ErJbN8CZnG/QDcWEBzJtvLmckGhpAeZwT7LZtYC+5BI5LLnEShORkt9etJ05AffSodzdmANbjx8MqGXT1E9i4caMQfBkMBvT09EClUgnlldHqPQsVcgooIkaEKAqOa6+F47LLoDpxAqpHH4XyxRehePHFlZuOjkJ99CgsJ08GRC74e44cjjNFUUhISEBCQgKysrLwk5+0YGrKd4afEArDwxTOnmVw8cWxc97LvRSKYRjJzpe1LDULrBOLVcGvQBoMBuzZswdmsxlDQ0NRmQtFUVFr4F5tXJZlcf78eRiNxhUr8uGOG0rTeDigaRqq0VGvpIIHRQgwNATqzBmQSy/1uR3vLq7X67F161avN16piYXUPRYsy6KjowMDAwNhN2l7wnVl/6KLLhJW/Wpra0HTNFJTU5Geno6UlBRRzSo9YTKZBBf58vJyUb9Ht2yG3Q76jTdARkbAZmTAvn+/ELz7zWZYLGDefRfMa6+Bef11MO++u6KUid24Eewll2C8ogJjmzdj84EDfuflOHQIlpMnfbsxB7i6HCji4+MRHx+PvLw8sCyLmZkZTC3J2b799ttCYyyfzYhVyC3LEvEMS0ICbN/+Nhwf+QjiL70UlJf7Pb+YE3fPPXAcPLgqYY22aEOo4DgO09OBlQ13dMxj/35lRO9rwUDuGQsp524ymRAfHy8L4hsKLhhiEcoXuLCwICj3VFdXQ61WY3x8PKqrY9EiFv4yB7zCkUKhQE1NTUja3f7GlbL/gB9T4aK/7w/U2NiKjAcPfoU+EHdxAJLtp5THlOM4zM/Pw2KxiNKk7QpPfwpPIys+8Ozu7kZTUxN0Oh3S0tKQlpYmahp6amoKTU1NKCgowIYNGyL2sGCefx7qu+92a5zmcnNh/v73Ybv2WndzPpaFsqEBytdfh+L118G89RYoi8Xt87iCguXSpksuAcnOBgDMDQzA7qXp2htWc2OOFHglKb1ej+HhYezatQtzc3OYmppCV1cX1Gq1QDJcG2OjDTmtpPOQqleBMhq9kgrhdUJADQ+DOXvWr0kfALesnpzAcRz0esvqGwJg2SGcOTMMrVYrNIEnJSVFbZ+llGsVG1JnWxYXF9esIhRwARGLYDE+Po6mpibk5eWhrKzMrTzhQiQWvkqhpqam0NDQEDHJ3YiWQvkZ0xpgxoX+xS+c/RmXXCJoshNC0NHRgcHBwYBW6D0VjSINqVygzWYzenp6QAjB/v37RWnS5uFqQuetn8K1jKasrAxmsxlTU1MC0VCpVEhPT0daWhr0en3ID5XBwUF0dHSgvLwc2UuBeSTAPP88VDffvMKMjhoZQfwtt0Bx8iTY4mLQr70G5tVXoTh7FtSS8ggPLjPTSSIuvRSOSy4BKSoSaXL+3ZgjCf48jo+Ph06nQ0FBgdAYazAY0NbWBrvd7mZa5kvmU0rIKeCVqickUPPSQLaTc8Zi69Zp5ORwGB2lQMjK405RBDk5BJ/6VBns9gKhPHBwcBAURQnneUpKiqj33NUg9aq/mJCaWPA9FmsV68TCAxzHobOzEwMDA9i2bdsK0zKGYVY4b0uJWCmFIoSgt7cX3d3dKC8vR25ubsTGjUbGYnrr1lX9LigAzJL8JrdpE7jbboPlIx9Bw8AAzGYzqqurnTePVeRq+fKVWPCWEAvT09Ooq6tDUlIS7Ha7qA84PksRjPKTRqNBfn4+8vPzwbKsUDLV2toKm82GlJQUoTcjEAUzjuPQ0dGBsbEx7NmzBzqdToQ98wGWhfLuu72b0RECAkB19OiK85To9XAcOAD7xRfDduAA2I0bAZdSKUrGpQv+4NkYy8t8TkxMoLOzE/Hx8UI2I1DTMrEgtzIoQDpiEah5aSDbyTljoVTSOHHCiv/8z5X3IYpynj/Hj1vBMADDuGdp5+bmBJLR0tKCpKQk4VxPSkqK6LnunHtslGUFC6mzLWvZdRu4gIhFIDcYvvnSarWiurra6xevUCiimrGIxgq+57gOhwPnz5/HzMwMqqqqkOzR1Cn2uNEgFhxF+fa7WDqX7N//PuiuLtBPPw26vR30V74Czb33ovTKK5F0991gEhJAnzoFxV13rSpXK+V+RrrHYnh4WPBviIuLQ4+HVGmo4JVeXBU8QgkcGIZZEXhOTk5ibGxMcMvlS6a8BZ4OhwONjY2wWCzYt29fxFfA6ddf9+sbQQEAISBqNbhLLwW79EO2bRMIrILjQLsQsmjL2YoNX+eBN5lPfoWXNy3jV3hTU1NFLeP0BjmWQkmlrsTW1IDLyfGpNAY4773U6Oiqn8WTITkdZ2C5T+HQIQf27WPx9tvuIVpODsHx4959LGiahk6ng06nQ0lJCWw2m3CuNzY2ghDilrkT+1xf77EIHLzc7FrFBUMsVsP09DTq6+uh1+uxe/dun6pP/Mp9tCQDo0Vs+MwB33eiUqlQU1MT8VRrNDI0fJDv0+8iNxeOhx4Cd/gwOAB44AEsPPkkFE8+CW1fHzJffBF48UVwxcWgentXDuBFrlZKYhGpjIVrCdiuXbuQlpaGiYkJUUiMp5O2WEGDa+DJu+UaDAahxI8QIpCM1NRUsCyL+vp6xMXFobKyUtwVOkKA8XHQzc3CD9XSArqpKaC32378Y7BHjnh9zZucrS9zPp7ArUUoFApkZGQgIyMDhBCYTCYYDAaMjo4KpJInGVqtNmLBhpwCXsmedQzjX2mMEFCEQPPpT8NWVwfrd74D+Lj+YsnDIhjwwfnwMIX33nMuCjz6qBnx8UBWFkFNDRtw+5JKpUJWVhaysrJACMH8/DwMBgNGRkaEc50nGWJk7uSsChWNUqj1jMUahqtpWSAymAzDCA/eaNy4opWx4InFm2++uaLvJJKIVsaCP8b+/C4A5/nTMzmJnu3bsfXf/4a6rw/Mk0+CfvZZ0N5IBbzL1co9Y+FwONDQ0ICFhQW3Jm0x+jk8m7Qjed0plUq3h/Hs7CympqbQ39+P8+fPg6IoJCUloaSkJDzJ6fl50K2toFxIBN3SAipA0QBvIAGWI/qTs2VZFvPz8wAAm80W89mMcM4t/rtMSkpCUVER7Ha7sMLb1NQkrPDyREOMRRQ5EjYpn3V+lca+/33QDQ2Ie/hhqB57DHR9PSy/+Q1IRobXOcfqOesP/D3uF79QgmUpHDjgwC23hF96TVEUtFottFqtsIBiNBphNBqFzB2vqpaSkhJSFlbuGQupS6GkNFeWGhcMsfB2Y3Q4HGhubg5KIpU/+RwOh6SNUa7jS00seH8KANi8eTPy8vIkGztazdtuAYAPvwvXkrB9+/ZBq9WC5OTAUVMD6kMfguojH/E5hiBX+/zzIDfcEHwAvkrfxmr7JyaJWVxcRG1tLeLi4lBdXe22ih9udmS1Ju1IgqIo6JKSkNLYiKz2dnQtLIC+9FJwFIVz585BoVAI2YyUlBTvRMNuB9XZuZyB4EnE0vXkCULTICUl4MrLQSoqwFVUgNu8GXHXXeffjC43F9xFF4W0nzxxYFkWbW1tmJubw7Zt24TvLuLmfDECpVKJzMxMZGZmuq3wDg8Po7W11a1ePVSPFLmWQkk5X79KY4cPg9u9G+rbb4fijTcQf/HFMJ88Ca6qyu0z5JqxcGYPFfjVr5z30Ntv9y15Hg48z3WTyQSj0Yjx8XF0dHRAo9EIJCNQVTU5E4to9Fh49u+uJVwwxMITJpMJ9fX1QklPoPWGru7X0YDUxMJut6OpqUlYxczwsjoUSUSreXu1Y2w2m1FbWwuFQoHq6uoV5w9lNgc0lupjHwPJy8OOkhJo3vc+UJdfDrJzJ+DnfAy0b8MXxFSF4pu0s7KyvKqChZMdCaVJW0wwzz8P5ZK8qxpABpzyrvYHH4T9uuswPT2NqakpdHR0wGI2I9tuR9bkJFJGRhDX0eEkEh0dPv1QuKysZfJQXg5u61aQzZsBL6uF9ocegurmm333+5w4EZbEq81mQ0NDAziOQ1VVlXA+89kM1/IpIExzvghA7HPDc4XXtV69oaHBTX0nNTU16JI4OQW9UcnO+1Eac1x3HRY3bYL6Yx8D09GB+A98ANbjx2H/1KfclPli4bwMFhzH4dVXs2Aw0MjP5/DBD0ZeKMY1c8f3IXmqqrk63ms0Gq/nw3opVOBY77FYgxgbGxN05zdu3BjUDSiaJnWAtMTCZDKhtrYW8fHx2L9/P1555ZWo9TvE0phGo1EIprds2eL1/AlY4YSiQA0NIWtoCHjtNeDb3wZRqUB27QK3bx9IVRW4ffuAvDyAopyk4siRFbKj3vo2Qt2/QDE0NITW1lZs2rQJBQUFXrcJhcSI1aQdDvzJu6puvhnUvfciU69HVkvLciZiiXx7giQlOYlDRYWTSCz9H6mpAc+Hvf562J56Csq7715BKO0nToC9/vrQdhTLPjSJiYkrTBy99WbwRMNbAzj//7UG13p13ptlamoKg4ODK7IZ/rwE1kuhxAFXVobFV16B+o47oHz+eai//GUw587B8sMfAhqNbDMWLMvhueecFQG33WZHONWWocJTVc3V8Z6X6uazGXq9XsjUyjljEY1SqPUeizUAPq3f0dGBoaEhbN++HZmZmSF9VrSJhRRytzz5KiwsxMaNG4WVyWgQi2iRGW8P1IGBAbS3t/sNpgGAHDjgX66WooDcXNjeew9UXR2Gnn0W2X19UDc0gJqaAvX226Dffnt5+5wccFVVoF95xbfsqEffhi8EFex7KbkiNI329nYMDw9j9+7dSPUTIAdLLPhVcdZmg+LNN52a9dnZzjIfqW78JhOUX/qSz+MMAKr771/xNqJQgJSVgS0vx3xREaayszGSkgJTaipSl0qm0tLSQlZjYa+/Huy114J+4w3h+wj3uMzMzKC+vh7Z2dkoKyvzG4z56s3w1gAuVTYjGoE6TdNITk5GcnIySkpKYLVaYTAYYDAYMDAwAIZh3LwEvGUz5BT0xiKxAAAkJcHy29+C/b//F3H33QflU0+Bbm6G+eRJkAhLq0YK770Xh87OJGg0BB//uG+zQKlAURQSEhKQkJAgSHXPzMwIJMNsNkOn0yElJQUOhyM2z5MAwLKspKXt68RijcBut+Pdd9+F3W5f9hcIEQqFImpeFgzDwGq1RuzzCSHo7OxEf3//Ch+PaJQlRasUCnB/oHIch9bWVoyPj2PPnj1ISUnx/yEMs6pcreOhhwCdDuSyyzCgVoMuKkJ2VhbQ0wN6iVhQ77wDqrER1MgImFOn/A4p9G386U8ghw75LKcKtO/BW8kVl5uLjjvuwGRVFfbv37/qdRQMseBXw+lTp5Bwzz0rHKbtDz4Y+sq83Q5qchIYHwfF/0xMLP/f9fe5uYA+kt23D9zFFztLmSoqQDZuBJYeTmoAeQByl2r1p6amBBnepKQkwZwv6Fp9hgF3ySXB778XjI+Po7m5GRs3bkR+fn7Q7/fMZrj+rDU5W3+Ii4tz8xKYnZ2FwWBAX18fWlpaoNVqkZqairS0NGF1V04BWMwSCwCgKNi/8AVwO3ZAfeutYOrrkXDJJTA98gionJxozy5o/Pa3OgDARz9qx2qPmGiAd7znF5PMZjMMBgOMRiMsFgtaW1sFBT29Xi8bXwupeyzWS6HWCBQKBTIzM5Gfnx/2CRTtjEWkxrbb7WhoaMDi4qJXH49oSb9KrcLlGizRNA2r1Yr6+nqwLIvq6uqAFTMCkat1HZMQ4qwRLikBV1IC7mMfc764sADq3DkwTz4J5plnVh1XdfQoAKdBGsnMBDIzQTIzneVZmZlQ6/VIm5gAlZ3tfD0tDfDsjfBRckUND2PTvfei8He/Ax3AjTHQsitXUqE+etRnCZLtqaeWyQXLAgbD6kRhYgKUwbDqHIKF4/bbwfpp0Afca/U3bNgAm80mOIAPDAyApmmkpqYiPT1dWN1mWeCNN2iMjVHIyiK46CJO1GQNL8bQ09ODbdu2reoMHwiCkbONRDYjVgJfmqah1+uh1+tRWloKi8UiZDP6+/uFZ8/k5KTvhv8YQ0wTiyWw73sfFk+fhuY//xNMXR0yP/EJLHzyk0BVldB3EesYGqLwz386n7n/9V+RadoWGxqNBnl5ecjLy8Pp06dRXFwMi8WC3t5eNDc3Q6vVCtk7fyWC0YaUpVC8d9J6xmINgKIoFBcXi5I6X4vEYn5+HrW1tUhMTFyh7MMjWmVJgPPCl+oh7FrqMTs7i7q6Ouh0Omzbti3om89qcrU8/AbgCQkgl1wClpCAiAVhGFAsC2p6GtT0NNDW5va6AkA1AHzrW8L2yMhwko/MTCA9HfSpU95LgeB0HVffdRfsRUXOhzYhAMd5/Ve5sICU5mZQDLP82tIPtfQ7YVkQlgVtt0P9+c/7d5i+9VaQsjJQExPA1BSoIM5HolCApKcvE63MTBCX/Z6gafzhtTjUPaPE72YOr/55Iah6qFQqt9XtmZkZTE1Nobu7G01NTWhsLMGPf1yG8fHl6y83l8ODD9px/fXhX3scx6GtrQ2Tk5PYu3cvtFpt2J/pCW8lUxdqNkOtViM3Nxe5ubngOA4TExNoaWlBT08Pmpub3Zpi4+PjYzLwkgOxAACSn4/Ff/wDcXffDdVvfoOSX/wC9vFxWJ54AojAeS42eInZPXtmUVEhv+uBEAKdTofExESBVPO9GfwiimuJYDRUNX1BaoM8k8m0Lje7DndI1efga2yxg/vR0VGcP38excXFKCkp8fkQiVYpFABJx+VvMKOjo+jo6EBJSQmKi4tDf7j6kKv1HHO1fQy4b6OtDZibAzU+DoyNCSv4GB93kpvRUSz09EC7uAhqctIZnI+OBuRoCyw5PY+PQ3XgwKrbqrBEYkQABQBWKygXwzhCUUBqqlei4Pk7UlJWZGaA5fK/Z55h8f2f7wZFWHwfecjFMGgv31q48q48+AdtSkoKysrK8MwzLL75zUQvffkUbr5ZhaeesoVFLnjHcKvViqqqqog7hvPw1QDOZyLDyWbIqRma782gKAr79+8XykgMBgN6enqEpli+jCRWFHZk1QitVsP66KOYLi1F+ne+A+Vf/gLmfe+D+X//F9zmzc5tWNa7lG0UYTZDkJj96EfHAWRHdT7Bgr+mXc9ZtVrttogyNzcHg8GAwcFBoSTUVfAgmosL0WjeXi+FWiMQS2YzWu7XgLjEwrWZfceOHatKyUarFAqQlljw6OjowM6dO0UpFVkNAZUMBdq3oVAAKSkgKSnAli0rQmO73Y5X//UvXHnllVAQAkxOgloiIBgbA/3Pf4L54x9XnTPR64GEBGfWgqKcQTtFgSz9i6XyrgWLBYlJScLrwnYe76OMRtDd3auOa/vSl8DeeKOQcXs2AQABAABJREFUXQlHOoVlWTQ1NWF2dgG//OXlzmQKFPgCfoRncSM4UG7kgoACCNB464OYelvptkv8/ymKeP27v/9zHPDVryYskQr3II4QZ57oi18EduwYRFZWOtRqdVD7abFYUFdXB5VKhb179/qtfY5kKZY/c74LIZvh+vxxLSNxbYrt6OiAzWZbkc2I5pzl9h3MfPjDGElPx47vfhd0VxfiL7sMlscfB2gacceOgXYx3+NycmA9cQKOQ4eiNt9nn1XAaKSRnW3FJZfMQY7EAvCtCEfTNHQ6HXQ6HUpKSmCz2YTejMbGRsGMks9ohCpwESqk7LHglbbWS6HW4YZol0KJEWTbbDbU19fDZrMF3MwejVIo3pBLqnHtdjsaGxsBADt27JCEVACBk95g+jb8jQUsPQyUSiAnByQnRwifyYYNAREL++9/D3LppX63sVgsePXVV3HNNde4jcsHk8Dyw4g+fRrqD3xg1XFfT3g/qnfuXGVcwGCgMDXl/Jf/MRr5v1OYnCQYHmYxO7sHMzMq2O3LAf1zuAE34ln8CF9APoaEvw8iD1/EI3juuzesOk9xQWFiIg63356CgoJxpKcDBQVqlJQkoqgoHpmZFBITvZeTz8/Po66uDqmpqT7lkXk8/zyDu+9WYnh4eRsxS7E84U/ONhhzPrmsqPsqK3Jtit24caNbNqOrqwtqtVp4PVDDskjPOZZBCMFCRQUWT5+G+tZboTh9GpqPf9xr1pgaHYX66FFYTp6MCrkgBHjiCWdZ0Ec+MgmlUl4kDoDbdRoIVCoVsrOzkZ2d7WZGOTIygvb2diQkJAgkIzk5OeLEVspSKIvFApZl10uh1uGOaJdChTs23zeQnJyM3bt3B9y7EI1SKCnHNZlMqKurg0ajgUKhCHpVOBwE4y0RaN+Gv7EA31mghd27waWlIW5qakWvA7BcckUCKIVyJRM8efLlpM1ddBG4HGepl7cSJA4UhpCHmx67HF9P4TA9DUxNrSQNBgOFhYVAAyHfK/fP4QY8j+txMV5HNkYximx0Z1+EBC2DMsKB49xbSla2mVBubSX+trXbAZZdfc6vv54OwDvZVas5pKcDGRkEGRlAejpBYuICbLYpbNy4FeXlqeA45+upqSsTPc8/z+Dmm1URK8VaDavJ2Xoz55MjVps3RVGIj49HfHy8IPHpaVim1+vdDMsiCbkSC4qiQNLTYT51CnH33QfVo496vZ/xUt1x99wDx8GDkpdFvfEGg6YmBvHxBIcOTcouOwQsGwaHQng9zSjtdrvQm9Hc3AyWZYXzPSUlJSLnu5SlUAsLCwCwnrFYKxDr5ijnjAUveRlK30C09lsKk7zJyUk0NDQgPz8fZWVlePXVVyXv6whqvAD6NnzBLWPhAYPBgPr6emz56ldRdPfdIIDvkqsAbsSuY/kjFQAwaWRQe8UPcf3Jm1aUIHFLIcEX8QimphX48pdX30+FgiAlBUhNJUhLI0hNdf6o1QuwWodRWqpDWVkq0tKA7m4Kt966Mv3OgcFreJ/w+99+acEll4iv2HL6NI0PfGB1IvvRjzqg0QATE8DkJIXJSQoTE8DiIg2LhcbgIDA46PqO5KUfd1CUk1ykpxPh5+9/Z3yWYlEUwbFjSlx7LStZ3BWIOZ/NZhNel0NAFkopLsMwggdKWVkZFhYWYDQaMTExgc7OTmg0GrdshtjHQY7Ewq0vRKGA4/3vh+rRR31uTxECangYzNmzPh2/xQbLAmfPMvg//4fPVtiRmGgHTUu3oCUWXEl/uFAqlcjMzERmZiYIITCZTDAajRgfH0dHR4dwvqekpIiWvZOSWJhMJlAUJVmPWzRwQRELsaBQKGA2m6MydqjBPa8GMzo6il27diEtLS3oz4hGKVSkxyWEoLe3F93d3aioqEDOkva51PsqpcM4X1LiOd7g4CDa2tqwefNm5FxxBRx5eStKrixpuXj7podh0x/GAZasGmTyDxrXOvr5eRptbQxaWyk0N9NoaXH+TE5SAD6CD0GxogRpiC9BgrMEafduFtu3L5OFZfIA4Xet1r00yFVmdevWrcjI0ANwHoOdO4FvfIPDyAi11NPguR8EubnOfoNI4KKLOOTmrj7+k0/avB7zhQUn0RgasqG724TOzllMTADz8xpYLFqYTPGYmVFhYoKGweAkC1NTzoxPa+vq8yOEwtAQhW9+U4HDhzls3sxByky+t2yG3W5Hf38/1Gq1QDikNOcLFeEEXxRFITExEYmJiSgoKIDD4RBWd1taWtxWd1NTU0XJusqVWLh+/9TYWEDvC3S7cPHCCwocOxaHkZHlOf71rwps2pSMgwejb4wXLPgeBbHPE4qikJSUhKSkJBQWFsLhcHjN3vFlUxqNJug58M8lqYgF318ht2sqGKwTixAQ7YwFH6QFemLyPgwOhwPV1dUhNwKutVIolmVx/vx5TE9Po6qqCsnJyyu7Ugb60RjPlVhwHIf29naMjIy4mf+5llyd+8s4fvh0Hv40eQm4RxngUSA3l+Dhhx04fNj7vBcXgeZmBv/+dz5efplBZ6cKLS00hoZ8B3xZWRyeG1tZgvQ6LgaH5Rv/975nxyWXBH68XGVW9+zZ4/ZdA87ky4MP2nHzzSpQFHEL7inKucp84oQ9Yqv14Y6fkAAkJBDk59PQagdRUjKHHTt2LPlmDGBychIWiwUpKSnQ69NA0+mYn48Xsh4vvcTg6adXfxw88ogKjzzi/H9+PoctWwi2bOGwZQuH8nKCzZs5iCV24q+JnOM4NDc3w2q1Cs3ocpCzFTtIVygUyMjIQEZGhrC6azAYMDY2ho6ODlFq1eXYvO15nAOVhg5FQjpYvPCCAkePqleUHE5OUvja18qg0Qzhk5+M+DREhVQ9CgqFAunp6UhPTxeaoPlepO7ubkFZzXmf0wdU5s0/B6XMWCQkJKwTi3W4I9rEAghcxWBmZgZ1dXVISUnB1q1bw7p4opmxEDvoNpvNqKurA8MwqK6uXqFCIRjWSYRA3bDFAr9/vCmixWLxTjoZBs9NX4YjP1asKJMZGQGOHFHg5EkHNm8maGmh0NxMLf1Lo7eXVzTavWL8nBxnIOoMSDlUVBBs2sRBowG2bFFjZITGa+R9K94XSuaAb8i32+3Yt2+fz1Xc669n8dRTtqXm5eX9zM0lOHEiMs3LYo7PCzIAQFVVlaATn5qaik2bNmFhYWHJnG8S09POkoKcnDTs2JGOzMzUgIjFzp0sxsYojI3RGBx0ll699JL7PaWwcJlwlJc7ScemTQTBrGfwTeTji4tQ6BfhmE5AZrwGDz5ox/vfv4i6ujoolUpUVla6BQ/RMOcLBpG8p7iu7hYVFbnVqp8/f15Q3uEDr0CVd+SYsfAkQ2xNDbicHFCjoz6luklOjlN6NoJgWeDYsTi/6m8/+EEWbrnFEm0F3KAQjVJEiqKQkJCAhIQEFBQUuCmrdXV1wWKxQKfTCee8r2Cej2mkmv9al5oFLjBiIdbNUaFQRLV5GwisJpAvbdm4cSMKCwvD3n+GYYSaZikhNqGZnp5GXV0dMjIyUF5e7vWGEo1SKLtdOrdViqKwuLiI+vp6xMfHY//+/V5Xd1gWuOuulaQCWH4Q/ud/Kla8xiM11UkgyspsyMubQXr6BPT6EWRkKJGWlob09PQVK6liZg4WF51BaHx8PPbu3bvqCtb117O49lo2os7XkRh/YWEBdXV10Gq1qKio8Hpv4B/CfEmBwWDA1NQUmpqaYLOxyMi4CpOTKr+lWKdPW8EwwPQ00NpKL/1QbuVs/f00+vuBv/+dcXt/cTGf3VjOcmzaRODJ855/nsHRTwGp176L3A1Twt/NPWn4z0/uwte/0ofrrkv0eu3KQc5WqiDds1adV94ZHh5GW1sbEhMThZIprVbrc15yJBYrAl2GgfXECaiPHl0h1Q0AIATWr3414o3bZ88ybuVPK0FhbEyJs2ftuPji6CxehgIpS4l8wVVZDXDe+41GI4xGI3p7e6FUKgWSodfrBcntaBCLWDXDFAsXFLEQC9HMWLg6UfsCx3FoaWnBxMQEdu/eLVxo4WItlELxZGvTpk3Iz8/3eXGv9VIoAGhsbER+fj42bdrk8zi89hrltnq+Es7X4uMJtm8nKC8nKC/nsHmzA+XlHDIyXAMpZyOxw1EsBLUNDQ0ghAjNqampqbj+epUomYPp6Wk0NDQgOzsbZWVlAd/IGQZBlVmJjWDH5/czNzcXpaWlAe2nQqFYEXR+7Wvj+NKX8uH0VvdP6PR6oKaGQ02N+zynptwJB///qSkKPT0UenpovPji8vY0TbBhwzLh2LyZw1e/qkTqte9CXWRw+2x1kQFp19XhySd34e677aDp1ffTnzmfq5ytVNmMaBn6eSrv2Gw2IZvR0NAAAEJQ5umKLEdi4W3OjkOHYDl5EnHHjoFy8bEgDAOKZaH68Y/BHjwIEkL/YaAYGwvsOAa6XaxAaufqQMArq+Xl5YHjOMzMzAgko7m5GVqtVujLkFJlbmFhYU0rQgHrxCIkRJNYUBTld3zeCIsQgurqalGVB6KpChXuuK7N6659BP7GXKvEYmBgAHa7HcXFxdi0aZOX14GXXqLx8ss0/vGPwB4WP/mJAzfdtOw94Ev5CVgZ1M7NzWFychL9/f1obm5GcnIytm9Pw7vvpqO+Pgnj43TQmYORkRG0trZi06ZNyMvLC+xNMsTo6ChaWlrC2k8+6PzMZ4DMTBu+8hUlRkaWv7fUVAu+8pUh7N+vgN2e4tdcLy0NuPhiDhdf7H4uT0w4CUdLizvhmJ6m0NVFoauLxp//7NxWoTe5ZSqEedIEmg1TGP6nHWfPMkGTv0CzGa5+GWtVYUmlUiErKwtZWVnCNejqiswHXampqfJy3l6CrxV0x6FDcBw86Oa8zeXmIv7gQTDt7dB86ENY/POfAZ0uIvPKygqMWAa6Xawg1lXZaJoWDPhKS0thsVgEYt3f3y/0bHkj1mLDZDKtE4u1BDHlZqNVCsWP7y3QNhqNqK+vR3p6OsrLy0VPTUZjVR0IP2Nhs9lQV1cHh8OBmpqagMhWNJupIwVXchUXFycog1kswJkzFF5+mcZLLzkDvmCRnb0sBQog4BUgiqKQnJyM5ORk4YY/NTWFyclJ9PT0QKVSYfv29KW56gH4P6cJIeju7sbg4CB27twpWrYu1kAIQV9fH3p7e7Fjx46QVN68wbMUKzOTQ3m5AdPTC+judpZN6XQ6IcMUaBNiRgaQkcHh0kuXz3FCgLEx1wwHjddfpzHELfr9LIV+AWNjKyV0g4VY5nzBIFaIhStcr8ENGzbAarUKQdfg4KBwTBiGQUqKf2IZK/DbcM4wKyRlF194AfHvfz+YhgbE33gjFk+dAiIQ/NXUsEhIIH58dgiys1nU1MinDAqIfWLhCbVajZycHOTk5MBoNKKlpQVqtVog1klJSQKxTkpKEnXf+FKotYwLiliIBYVCEbWMBbCSWBBCMDAwgI6OjlVLfMQcVyqEE+TPzc2htrYWOp0Oe/bsiVkzQDGaxVnWSRD42vwDB5blYO12O+rr62G1WlFdXY0XXmjBL3+pwdmzCrz2Go3FxeXzhaYJqqoIrr6aw5VXcjhyRImREfipvQf277eD49ydtEOBWq1GXl4e8vLywLIsjEYjpqam0NraCpvNhtTUVCGo9WzC5lW+5ufnUVlZuWZXhTiOQ2trKwwGAyorK0V3cF1ZipWC9PQUlJWVwWw2C8Svu7tbIKhpaWnQ6/VBLWZQFJCdDWRnc7j8cud4p0/TuO5j/h+6jukE0Vd0QzHnk1MgFQzi4uIEV2SO4/Dee+9BoVCgv79/RTYjVmUzg82ykI0bYX7+ecR/8INg3nkHmiNHYH7mGaxoAAoTr7zCuJCKlSWHhAD33WcEw8jL40BKHwixwXEclEolSkpKUFJSApvNBoPBAKPRiMbGRkH0gO/PCFT0wBd4udm1jHViEQJCkXyNxPiA84Jubm6GwWDA3r17odfrJRlXSoRaCjU6Oorz589jw4YN2LBhQ1DfldxKoU6donHXXYoVPQkPP+zAVVfN48yZOnR05KCrqxSf+YwCPT0Xub0/J4fgqqs4XH21M8hzPY0eftiBI0cUfpqpbaAoDhQlbp0qwzBu0oImkwlTU1MYGRkRmk/T053ZjLi4ODQ0NICmaTdFpLUGXuHKZrOhqqpKUnd4ANBoNMjPzxccoT2JX0pKitCUH8rcLrqIQ2Z8PMw9aVAXGUDRLuaMHAVLXyqyEjS46CKLmLu1AoGY87luFyjJiMWMhT/QNA2GYZCVlYXMzExYLBZB3rO/v9+tYTYlJSXghZtIIxSJXG7rViz+6U+IP3QIitdeg+bjH4f5qacAkTI0BgOFz37WeU1cdZUdzc2MW8lhTg7Brbc24IMfTAMgL2Iht4yFKzxJkUqlEoi1q+jByMgI2tvbw5ZwXi+FWmMQsxSKdxKOJrHgJVNpmkZ1dXXEg4xoyc0Gmz0ghKCzsxMDAwPYsWMHMjIygh5TTsTi1CkaR47wyk3LGBkBbrpJgaIiBsPDl8FuX74BKhQcKittuPZaBa6+msPWrQS+TuXDhzk8/bRjibgs/z03Fzh+3Iprr7VHvPnNVUqTbz51SqdOob+/HyzLQqPRoLS0VLYPuNVgNptRX1+PuLi4FTKr0YAn8VtYWMDk5CTGxsaEBzCfzQj0AcwwwPe/b8YnbtuFtEN10Lj0Wlj6UjH151343S8j5yfiDa7ZDP4adc1mBCtnKydiAbiv/qvVauTm5iI3N1doiDUYDOjp6RH6o3gRhmgq34TaF8Lt3QvzH/4AzQ03QPH3v0N9222w/OIXYatFEQJ84QtxGB+nsWkTi5MnLYiLc6pE8RnmmhoWb745BpoO/nkVbawlYuEKT9EDVwnn5uZmN0PKlJSUgMqsFxYWIroAHAu4oIiFWOAf6A6HIyorowzDYHZ2Fs3NzcjKysKWLVskuaijpQoVTNDtcDjQ0NCAhYUF7N+/P+SVAbkQi9XlYIG+Pmc9ekEBwTXXOLMSCQlvY8uWPGRnZwc0zuHDHK67ziaUWmVmcqiudoCifDdpRxIqlQo5OTlQKpWYnJxETk4OFAoFuru7cf78eWHlPC0tbU3Us87NzaGurg7p6enYvHlzzD3EXR2h+QewP+UvX/dNs9mM7Ow6fPebeXjssUoM/9MMhX7BWf6UoMHvfhl5PxF/4I+7azbD9We1bIbcMhaA7zm7NsRu3LgRZrNZyGb09PRAqVQK33ewZXJizDnUa4Q9cADmp56C5qaboPzTnwCNBpbHHgPCuOaeekqBF15QQqkkePJJi+Dp4ikpK9cAXe6lUIHO3VPC2WQywWg0Ynx8HB0dTm8gnmTodDqvn2s2m9e0oAiwTixCQiCSr5ECIQRWqxV9fX2oqKiQ9ASNVikUwzCwWq2rbrewsIDa2lpoNBpUV1eH1WQYDWIRSo/FmTOrycE68fOf23HzzZyQlXj7bS7o8fjae74sBIDo5U+BghCCwcFBdHV1oaKiAllLjrmuRnCTk5Po6OhAfHy8T88MOWBychJNTU3YsGGDKH40UkCpVLqpDs3OzgrZJV7qkS9j4+v05+fnUVtbi4yMDHz+83n43OcseOMNBmNjyUuqYLFnGuatZMqfOV80FmbCRaBkSKPRuPVH8dmMzs5OWCwWYWWXl/iM5HkcrpIVe9VVsPzqV1DfcguUTz0FkpAA64MPwmda1w96eigcO+asJvjGN2zYudP3OSBXYiHXeQOhS+W6ZtF5b6Dp6WkYDAa0tbXBbrdDr9cjMTERi4uLqKioAE3TgvO2FPjBD36Ar33ta/jCF76ARx55RJIxgQuMWIh1I1tN8jVScDgcOH/+PMxmM/Lz8yVnvdF6MAYy7uTkJBoaGpCfnx+UZ4G/MaU2rAv22La0UPjBDwK7hJVK92diKN+lqwcA/xnRAMdxaG9vF3xadB7SkL6M4IJZOY8VDA4OoqOjw408yQ0URUGn00Gn07kpf01NTaG3txcKhQJJSUkwGo0oKipy64eKpp9IsAhEzpY3GHU4HFEx5wsFoWRZvJmV8dkMvumff93Xym64cw732DoOHYLl8ceh/q//gupnPwNJSoLtvvuC+wwH8JnPaGAyUbjoIgc+/3nfBrP8eSKHhQNPxIJBXqgQK9uiUCjcSkP5c/7s2bO44447kJaWhosuugjd3d143/veF/7EV8G7776Ln/70p9i+fXvEx/LEBUUsxITU7tuLi4uora2FUqlERkZG1EqwYq15m5fd5Feuc3JyRBszFkuhWBb4619pPPYYg1dfDfzB6amiEyyRcV2JjUbpEw+73Y6mpiZYLBZUVVWtWtMaiGcGn80IVDpVChBC0NHRIfiueJInOcNV+YvjOHR1daG/vx8qlQq9vb2YnZ1dE2VsntmMmZkZdHd3C/0JkZCzjQTEKN/izcr4pn9+Zbe9vR02m21FNiNciBWgO266CdbFRai/+EXEPfwwkJAA21e+EvD7H35YhXfeYaDVEvz0p/4zbtFesAkHLMvG/CKNL0SijIuiKGGBq6CgAB/84Afx0ksv4R//+Ae6urpw7NgxvPjii3j/+9+P97///di6dauozx6TyYSbb74ZTz75JO6//37RPjdQXHDEgqIoUdxPpQyyJycn0djYiJycHGzatAltbW1RbaKWuk7YV2+HqyJWVVUVkpPD17bnIXWj+mrEYnoa+PWvGTzxBIP+fmrpPQTXXcfhjTdoGAz+5WAPHHA/54MpvXJVxIkmqeDFCtRqNaqqqoJuXg7EM4Mvz5G6JtwVvGyuyWRCVVWVrINrf+AXBYaHh7F7926kpqauKGPTaDQC8dPpdLIMugAI0pWlpaUoKCiQlZyt2Pd7hmEE4ui6sjs5OYnOzk6hTp3PZoRyHMTIWPCwf/KTwMIC1Pfei7jvfAckIQH2z3521fe99x6NH/zAGWw//LAFBQX+77euRFNukHMpFMdxERfC0Gq1uPHGG3HjjTeipaUFn/nMZ0BRFP7+97/jW9/6FvR6vUAyrr76ami12rDGu/POO3Hw4EFceeWV68RCTpCCWBBC0NPTg56eHrfV+GhmDgDp057egm6LxYLa2lrQNI2ampqwtaW9jSkGAfUHV9+JpKQ4KJUriUVzM4Wf/ITB//4vDbPZ+XBPSSH45CdZ3HYbi4ICgiefNODzn8/xKQf70EOOFStlgWYsAnHSlgIzMzNoaGhAZmYmysrKRHmIheOZESlYrVbU19eDpmlUVlbKdhVwNfBmjVNTU9i7d6/gxeGrjK2pqQksy7p9J2Jf85EC7wLvWs4WrJwt//9oQMwg3ROeK7t8nTp/HTocDrdsRqDXodglRfbPfQ7U/DzifvADqO+5ByQxEY6PfczNwZutqRHUoxYWgNtu04BlKfzHf9jxkY+sXt2wTiyiAymzLbx6XllZGa6++mrceeedsFgsOHPmjEAyUlJScPnll4c8xu9//3vU1tbi3XffFXHmwWGdWISISLtvOxwONDU1YXZ2Fvv27XNjsDRNC7W6UoInE1IrQHhmD6anp1FXV4eMjAyUl5dH5IYW6VKolb4TeqSlvQ8//jGNa6/l8OKLznKn06eX923bNg533MHipps4aDTOm3lzcwtKSyfw85/H4777dCvkYB96yIHDh1fux2rEiZdT5o97NEnF2NgYWlpahNXeSCAYzwytVhuRY2EymVBXV4fk5GRUVFTItmZ5NbAsi8bGRpjNZr9eHJ5lbPPz85icnMTQ0JBg1MaTjEh9J+GAEIL+/n709PT4dYFfzZwvWDlbsSFlhtqzTp3PYI2NjQlCDDzJ8CfEEAkyZPva10AtLED16KNQ33knyDe+AXp6Wnidy8mB9cQJOA4dwr33xqG7m0ZuLocf/tASUM+3nImFnFWhpJ77wsKCm1qlWq3GlVdeiSuvvBIPPfRQWAuag4OD+MIXvoCXX35Zco8jV1xwxEIOpVB8gKFWq1FTU7OCTUfL+TtaaliupVBDQ0NobW1FWVkZCgoKIvbAi2QplC/fiakpNW66CUhNdZopAQDDEBw65CQUBw4se03YbDbU19fDbrejuroaGo0GR47YfDpve8JfxsKzSZuv/5YafMZuYGAA27ZtQ3p6uiTj+vPMGBgYAE3TQnmOWKZgRqNREB8oKSmJuSBZLNhsNtTV1YFhGFRWVgas3OaqJ8+743p+J6mpqcJ3Eo4inBjge2TGxsawd+/eoEobPLMZwcjZRgLRksh1lTAuKiry6iHAG5V5OiJHpAmaomC9/35Qzc1Q/vvfzvpU15dHR6E+ehRnv/QUfvnLIwCAJ56wIFDLAn7Ocrz25Z6xkJpY+FOFCuf7P3funCBqwoNlWZw+fRo//vGPYbVaJdnXC45YiIVIBfcTExNobGz0q24ULaM6fqVM6rH5MVtaWjA6OirUY0d6zEhkLPz5TvC/GwzOcqdPfYrFZz7DIj/ffSuTyYTa2lokJSVh9+7dQmDLMMCllxIAqxNnXxmLWOmn4L/vmZkZt1KZaID3zMjJyRGacKemptDZ2Qmz2Qy9Xi9kM0Lph+BLZTZv3ozc3NwI7EFsYGFhAXV1ddBqtdi6dWtYgYiv76S7uxtNTU3Q6XRCNkPqpnxnJrEZs7OzqKysDKtHJlg520hkM2LFe8PTQ8CbIzJfKhexQJfjwLS1gcDL3ZsQEIpC4SP3gMZHcOfnWFx6aeDPSjkH53Kfu1TEgs/CRcp5+4orrkBTU5Pb32699VZs3rwZ99xzj2T7uU4sQoTYGQtCCLq6utDX14etW7f6NS6LVo8FP7bUkrO8y7jRaER1dbUkzayRIhaB+k785jd2XHXVysCfl9UtKCjAxo0bQ37ge9u/WCEVfDYGAKqqqmKqlt7VFKysrCwszwzXjIy/Upm1gNnZWdTV1SEnJyes89YbPL8Ts9ksfCe8tClPMiLdlM8bdNrtdlRWVop67normZIimxErxMIVno7INptNyGY0NjbCbrejt7cX2dnZSElJEa2Gnjl7FvTIiO95EYI8MoiPF72Kb36zKqjPjmQvS6SxXgoVGBYXF0EIidhCWVJSErZu3er2N55we/49krjgiIVYN0gxeyzsdjsaGxsFt+jVTrpoEwspx56fn0draysAYP/+/RFXb+ARKWIxNhbY+Wc0UnDNPPD12p2dnaLI6nqWBMZKk7bJZEJ9fT20Wq0s+gxW88zgy3M8PTM4jkNLSwump6ejnpGJNCYmJnD+/PmI9si4QqPRID8/X5A29WzKT0lJETJMYtYhW61W1NXVQalUYu/evRG/V/lqAOf7o8TKZsQisfCESqVyM2Q8ffo0NBoNBgcH0draiqSkJKFkKikpKeT9ocbGAtru67cOIC4uOGIh91V/uc49VIO8ULCwsAAAEctYxAouOGIhFsQqhZqfn0ddXR0SEhICdouOJrGQ0t9hbGwMTU1NyMnJwejoqGSkAohcZsbPYpcbXH0n+CB0cnISlZWVonga8D0WsdSkza82yrXPIFDPDJ1Oh66uLrAsi8rKyqg22UUag4ODAhnOzMyUfHxfTfmjo6Noa2tDQkKCkM0Ix5Wd9xniG++lDrICMedz3TaYbIYciIUr+Lnm5eUhMTERNptNMOcbHBwERVECyQi2H4cEaFKZuzcTwT6h5WqOB6wb5AWKhYUFMAwjaRb+1VdflWwsHuvEIkQwDBO2MhMfOBcVFaG0tDTgm8paz1i4loVt374dCQkJGHaVO5IAYhMooxG45x4FTp7kb2DeqnRX+k7wza4sy2L//v2imEcBzv1zOBxuRl3RbBzkHaa3bNkimslhNOHLM2N8fBxdXV2gaRrZ2dkwmUxQKpWyfSj7An8N8x4VsWDw59mUb7fb3TJMAIQa/WBc2efm5lBXV4esrCyffXFSw5+cbTDmfPzCQyzsUzBwLStSqVTIzs5GdnY2OI7D3NwcDAYD+vv7BXUxnmgkJib63Ve2pgZcTg6okVFQXnrZOFBAbo5TejZIyD04l2vGQsrjzjduy/VYBYoLjliIWQoVaoDNK4YMDg5i+/btQa/kRTtjEcmxHQ4HGhsbYTKZhLIws9ksuTGfWMSCEOCPf6Tx5S8rMDFBgaIIrr6aw0sv0QDcfSf40ifed2J+fh61tbXQarXYtm2bqBkbPmPBsmxUzbhcHaZ3794NfaASKjKDWq1GUlKS4LyclpYGg8EQVc+MSMG1zKuystKvAko0oVQq3cpnZmdnMTU1JWSYtFqtUDLlK+Dks2zFxcUoLCyMyQB8NTlbf+Z8rspwcoKvZwVN09DpdNDpdCgpKYHFYhF6M/r7+8EwjFs2Y8U9l2Fw5sMP4cCPbgYBBdqDXFAgeP2G49gVQqAq94yFXINlKUmRyWRa82VQwAVILMRCqD0WNpsNDQ0NsFgs2L9/f0gn2VrNWPCqMXFxcdi/f7+wYuj6kJMTsRgeBr7wBQX+8hfnQ2bzZg6PP+5AdTVx8bFY3j4tzYyHH+Zw+LBSUAcrLCwMKpsVCAghUCqV6O3thdVqFUpFpA5oea8W3s9grTpMA8t9BiUlJYJMckZGRtQ8MyIFvl/MbrfHXOO9P1AUJQScrhmmqakp9Pb2QqFQCMQvNTUVDMNgbGwMzc3NssuyBWPOJ0diwWdZAgkW1Wq1m7rY7OwsDAYDent7hfJFnmgkJCSA4ygceeaj2AcVfoQvIh9DwmdxS0Tj378dx/bvCF55AUOuwTl/vOWYbeGJtZQZi7X8nOOxTixCRCg9FnzKPCkpCdXV1SGvQPPBfTRS1JHqPeDLEXJycrBp0ya3G6yrMZ9UN95wiAXHAb/4BY1771Vgbo6CUklw990s7rmHBR9nHT7M4brr3H0nzOZ/46KL9qO3dwhdXV2rqoOFAj6IyM7Ohl6vF8yn2tvbkZiYKCgaRTqgtVgsqKurg0qlCsrPQI4YGBhAV1eX1z6DaHhmRAr8dxoXFydJ83Ik4erKznGc4Abd0dEBq9UKtVoNs9ksO1LhidWyGWazGYDz3hvt7GagcM3ABAOapqHX66HX61FaWgqz2QyDwQCj0Yje3l4olUr09RVhZGQznsN/4HkcxsV4HdkYxSiyUYZ2/Ay3457Ze/H2M1diz03FQc871o+tN7j258kN/NylVIWSWv46GpDvnT/KCHblfmRkBM3NzdiwYQM2bNgQ1onFXwTRIBZil0K5qh2Vl5d71fF3XV2TCjyx8HeMWRYrDOl6eih89rMKnDnjnHNVlTNLUVGxsh7X03fin/+k0NnZidnZWVRVVSE5OVm0/eFXlfj6aoZhVphP8RKdtbW1bgEtv0IrFmZnZ1FfX4/09HRs3rxZlg+kQEAIQXt7O8bGxrBnz56Avs9Ie2ZECry3SmpqKrZs2bKmvlPefC81NRVlZWVobW3F6OgokpKS0Nraiv7+fkH9S6fTyXrfXbMZJpMJ58+fR1ZW1ornnVTmfKGAz7KEOzeNRiOQS5ZlMTMzg3Pnlp9BHBi8hvcJv7+GS/FhPIur8E9sOXE78OG/BpW2kCuxkLNjOD93qYjFeinUGoXUcrMcx6G9vR3Dw8PYuXOnKO7B/EXgcDhE0+cOZmyxAnyWZdHc3AyDweBX7Yj/zqQs/1qt/Gq5lGn5Na2WYHERcDgoxMcTfPvbLO64gw3o2WKz2cCyLBYWFlBdXS1qWZIroQC8Kz8plUq3BseZmRnBm8FqtQoBbbglU+Pj4wLBjtWadDHAsiyampqwsLAQcpmXmJ4ZkQTvGl5QUBD2okksg+M4tLa2wmg0Yv/+/UhISHCTGG5qagLLsm79MnIpBfME39/FN6R7LkxIZc4XCkLNWPgD33uxa5e/mzmFT+PnaMI2ZHa9CcsTT8B+550Bj7FOLKQHn4WT6p61muv2WsEFRyzEQiClUFarFfX19bDb7aipqRFthdE1bS01xOqx4MsmAKwaSFMUJbkxn2uWxPOGeeoUjSNHePfsZczNOW9O27dz+MMf7CgqCmys+fl5nDt3DhRFYcuWLaKTCr5sDgjs5u8Z0C4uLmJycjKskilCCPr6+tDb24utW7ciIyMj7H2LVfB+BgqFAlVVVaKVeYXqmRFJ8H0Ga901nGVZNDY2wmKxuEkEe0oMz8/PY3JyEkNDQ4LiEE8y5NIvMz09jfr6ehQVFaGoqMgt8IqEnK3YECtj4Q0ZGRxomoDjvH+PAyjAtxIfwA9Nn4Pq29/GwvveB1VFRUCfLVdiwZcoy+Hc9oTUc18nFuvwi9UCbN5pVqfTYc+ePaIr+vByoVJDjFKomZkZ1NXVIS0tDeXl5QGlIaX0z+DHA1aSN5YF7rqLJxXebkYERiOF/PzAxpmYmEBDQwOKi4sxPDwsepN2uE7aFEUJAW2oJVP8Sq/BYMDevXuh1WrF2L2YhMlkQl1dHfR6PcrLyyMWKATqmZGenh6Rml6+hLGnpwc7duxAWlqaqJ8fS+Cd4CmKwt69e30SRVc36JKSEp/9MmlpaUH7J0iFyclJNDU1oaysDHl5eT63k8qcLxREImMBAJ2dFA4dil8iFQQUBTdVP4pyEpqK//kYTL94ColvvQV86lN464c/ROrS/dFfqZxciYVc5w1I7xi+sLCwXgq1FiG23Ky3UpmhoSG0traitLRUWPERG1Kv4LuOa7fbQ34/f2w2btwYVClMpGVuvY0HrCy/OnOGcit/WgkKQ0PO7Zz9E97Br+B3dXVh27ZtyMrKwtjYmGjfqeuDXswVmWBLpmw2GxobG+FwOFBVVSV7KVV/4KVHpS4J8uWZMTk5iZ6eHqhUKqEvQ6/Xh/0g5XtHxsfH1zxRNJvNqK2tRWJiIrZu3RrUsfPVL9Pd3Y2mpibodDqBaMRCQ+fo6ChaWlqwdevWoCTQI2nOFwoCVYQKBp2dFA4ejMfYGI0tW1h87nM23H9/HEZGlr+znByC48etOHRICVT/HGT/fqS2tGDXmTPoPXQIra2tcDgc0Ov1Qs+O6/1QrgG6XOcNrBOLSOGCIxZiQaFQrJAq41dmx8bGsHv3bqSmpkZs/GhJzjIMA4vFEvT7+F6TkZER7Nq1K+gVTqmJFJ/+9xxzbCywh79zO+/EguM4nD9/HgaDwa1Jm6IoIY0fKjxroSOZ5l2tZCo+Ph5WqxWJiYmyVwlaDSMjI2htbY0JlSBXRSOWZWE0GjE1NSWKZwbLsjh//jxMJhOqqqpEM2yMRczPz6Ourk4QGQjnOvK8Vsxms0D+uru7ERcXJ3wnYpC/YMErl+3cuTPs55ZY5nyhQmw/CFdSUV7O4i9/MSMtjeDIEQfOnmUE8Y6amuV+OlJQAOv990P9xS8i9eGHob7hBnA1NVhYWIDBYMD4+LjQJ8WTDLkG6FIH52JCalNCk8m0prO7PNbukz7CcJVA5YPt+vp6cByHmpqaiD9wQ/XRCBehZA547w6r1Yrq6uqQG1mlztB4GzMzM7DAPyvL+3Z8/T0hZEVvSbj7GEiTdqTgWTI1MTGBpqYmaDQamEwmvPHGGxFTmYomCCHo7u7G4OCgKEGZ2GAYRsggheuZwZcEAUBlZaXkwhFSgu8zKCwsRHFxsejXkUajQX5+PvLz872Sv5SUFOF7iWSWjz9/h4aGAlYuCwbhmPOFCjEzFh0dNA4e1GB8nEZFBYs//9lJKgCn4NPFF/t+FtpvvRWK55+H4pVXoL7zTpj/9jdBia+wsBB2ux3T09MwGAxobm6G3W6HWq3GyMgIUlNTZdP4L1dCBEjvGL64uLiesViLEOsB4Voqwz+EUlNTUVFRIUnQFM1SqGDGdXWP3rVrV8ir1lKXQvFjuu4rIcBzz/HfLYG3HguKIsjNBQ4cWEks+CZtnU6Hbdu2rThPwiEWoTRpRwrDw8Noa2sTGnojqTIVTXAch+bmZszMzKCysjLmHxjheGaEUxIkN/Bmhqv1GYgFX+RvdHQUbW1tSEhIcFP/EusZRghBW1sbJicnsXfvXknO32DM+UItmRJLhr293UkqJiZobN3qJBWpqUFklCkKlkcfRcL+/VC8+SaUTzwB+x13CC8rlUpkZGQIRplNTU2w2+0YGRlBe3s7EhIShGyGVquN2eBd7sRCynsZ72Ox1nHBEQuxwK+sDA4Oor+/H2VlZYKjrhSIZilUoOOOj4+jsbERxcXFKCkpCdu7I5oZC0KAe+9l8NOfMuBLnCiKeG3ee+ghxwqJWf5Y+PMxCZVYSFX6FMg8urq6MDQ0hF27diElJQVAZFSmog273S5kKOXkMO2KQD0z1Go1WltbkZmZiU2bNsni+wkVQ0ND6OjoiJpymSf548USDAaDkC3iS9nCUf/iyzHn5+dRWVkZlZK21bIZoTaAi1EK1dZG49prnaRi2zYWL7wQJKlYgmtJVNy3vw3HNdeAlJSs2I6iKCgUCrfv3WAwwGAwoKmpCYQQpKSkCEQjlrKFci6Fknru6z4Waxhi1LLzwfXg4CD27NkjBFFSIZaJBZ9e7+3tFRqTw0U0SqFcycz3vsfghz90Xi4//rEDaWlY8rFY3j4310kqDh92zXIQ9Pb2oru7e9VjEco+iqH8JAb42vv5+XlUVVX5XJURQ2Uq2lhcXERdXR0SEhK8Zp7kCF+eGcPDwzCZTFCpVKBpGjMzM1H1zIgUCCHo6enBwMAAdu3aBb1eH+0pAXAXSyCEYHZ2FlNTU4L6l1arFUqmEhMTA7r+WZZFQ0MDbDZbTJW0eWYzXH+CyWaEu4Le2uokFZOTNLZvZ/H884sIp8LRfuutUJw6BcWrrzpLov76V8DL/FznrVQqkZWVhaysLEH1zWAwCOInSUlJAsFMSkqKKtlfz1gEjvWMxTp8wmw2C6tH5eXlkpMKIHrEYrXg1+FwoKmpCXNzc9i/fz+SkpJEGTca+8vv68MPM7j/fuel8uCDDnz60879v+462wrnbdd7FG8AaDQasW/fvlXVc4IlvK4P3miSCr6/iGEYVFVVBRWoSGXMJxZmZmZQX1+P7OxslJWVrdnV+4SEBMzMzGBxcRHl5eVQKBRR98yIFAghaG1txdTUVEyXtFEUBZ1OB51O56b+NTU1hd7eXigUCqEB3Bcpt9vtqKurA03TMS2o4K1kKlBzvnB6LFpanKRiaorGjh0sTp0Kj1QsTdJZElVdDcXZs1A+/ji47dtBjY2BZGWBrakBlhaxvM3bVfVtw4YNsNlsQjaDl0FOTU0VMhpSyxjLmVhIPfd1Vah1eIXBYEBDQwMyMjKimgKMxYzF4uIiamtroVKpUF1dLWrAIVXGgmUhkAWDIQWvvx6Pb3/beZl85zsOfO5zy/vOMFiSlF1JBqxWK2prawEA+/fvDygoDnQfeeUn/nuIJqnglXNSUlLC9m1YrWQqISFBIBnRKJniXcNLS0tRUFAg6dhSwnP1nl84iZZnRiTBO6QvLi5GrSQoVLiqf3Ech+np6RWknCca8fHxgimpRqORVaYtWDlb3k05WLiSip07naRCrDVDUlgI63e/C/WXvoS4r33NrTuPy8mB9cQJcAUFAd0/VSqV22IMn80YGBhAa2srtFqtUDIVaBYrHKyXQgUGQggWFhZEW2yNZVyQxCKUUijeEKqzsxObN29Gfn4+3nrrragoMwHRzVh4G5dfPcnJycGmTZtEXwWQonn71Cl6qbyJvxHvEl776lcdOHYssPHn5uZQW1sLvV4fVKNrIMQilpq0eTOt4uJi0f1aYqlkytUMbq27hvOS2Uaj0evqvdSeGZEE3ydDCEFlZWVMGtYFCpqmhWCSEILFxUXhe+no6BA8ZXQ6neyb71eTs+Xl0B0OR8Byts3NTlJhMIhPKniQ1FSvkh/U6CjUR48i5dvfBv3Rjwb1mTRNC1mskpISWK1WIZvR398PhmGE88JTkEEsyDljwbKspNf9esZiHQL4+nGj0Yi9e/cK9bcKhSIqwT0Q3YyFu1LSMuHasmVLxFRUIt28feoUjSNHeEdtTxDs2BEYER0bG0NTU5PfJm1fWI1YxFKT9sDAALq7u1FRURGUmVaoiFbJFO+/MjExERE5zliCw+FAY2MjrFYrKisrAzqOkfTMiCT41Xu1Wo3t27fLOtD2hCspLywsFFQL1Wo15ufn8frrryMlJUX4XuQoPMDDM5sxMTGBnp4ebNy4MWA52/PnnaTCaKSxa5eTVIjeYsOyiPvqV72+RBECQlEoefRRDH3kI2ENExcX5ybIMDs7C4PBgN7eXiG7yBMNsbKLUntBiAmWZSW9L633WKwDwHKjpkKhQE1NjdtNOFrBPT+21WqNyrj8PvNym1NTU26EKxKIZCkUyzobsZ2kwpuELHD33QocOmRbofbEgy8f6enpwfbt20MKtv3tY6w0aXMcJ0hURivQdi2Z2rRpExYWFiJSMsX3C5nN5jVvBsf7qyiVSlRWVoa0simmZ0YksbCwgNraWqSkpGDLli2yXW0NBDypKCoqQlFREQBn+eLk5CSGhobQ0tICrVYrkAy5qLJ5w9jYGJqbmwXn8EDkbJuaaFx//TKpeP75Reh04s+NOXsW9MiIz9cpQqCenET8uXOASAabNE1Dr9dDr9ejtLQUZrMZRqNRIBpKpVIgGXq9PuRshpxLoaQkRRzHrWcs1jICvXHyzYrZ2dnYvHnzigdQtIlFNJu3+RU/ACuM3iI1bqTKzs6coVzKn1aCEApDQ87tnD0V7uAzWtPT0wE1afuCrxK9WGnSttvtaGxshM1mi6lAOxIlU3xDOh9oy7lMZjXwgbZerw+7T4ZHOJ4ZkQTffJ+Xlxe2BHasgy9V9PTj0Gq10Gq1KCkp8fm9pKWlISUlRTbnPS8TvGPHDsHZeDU527o6ghtuSMD0NI3dux34058WoNNFhmRSY2MBbaecmorI+IDTlDE3Nxe5ublgWVbIZnR3d8NsNkOn0wlEIz4+PuBrg+M42ZwnnpDSIG9hYQEA1nssLlS4SoSWl5cjNzfX63YKheKC67Hgb9Jvvvmm5IaANpstIp89NhbYDdS5nXvgzxMsiqJQXV0dVlmBZx9JLDVpLy4uor6+HhqNJuQVbSkgRskU35Cempq65le0pQq0A/XM4BuNIwE+0F7rzfcAMDIygtbWVmH13hd8fS/d3d1oamqCTqcTCGAwwaaU4Puf/MkEsyzwxhsKjI0pkZVFEB/P4YYb1AKpePbZOSQmEths4Znz+QIJUHKdk6CsFHA+T/ms78aNG7G4uChkM/heKddshr9nvNx7LKTKWPDEYr0U6gIEX/4wOzuLqqoqv6UeF2LGYnx8HACQn58v6YpfJJu3s7IC65/w3G52dlZQRBKDYNE0DbvdDmBlkzbfhBgNyFViNZSSKYPBgMbGRhQWFqK4uFg2+xoKeJWrjRs3Ij8/X7JxfXlm8AQwPj7ezWlajKCFd4OvqKgQxVcnljEwMICuri7s3LkTqUFopXp+L2azWfheuru7ERcXJ2QzYqExny8/HRwcxO7du30+q59/nsHddysxPLx8HvHmppWVLJ57zoLkZJUo5ny+wNbUgMvJATU6CspLVppQFCxpabDv3x/yGOEgPj4e8fHxQq/U9PQ0DAYDOjo6hKZ/12yGK+RcCiXl3BcXF6FUKmXd0xQoLkhi4StYWFhYQF1dHVQqFWpqalaVS43kKvpqkJpYcByHjo4ODA0NAQByc3MlDboi2WNx4ABBbi5ZMrvz1mNBkJvr3I4H36RdUlIiWgDK72OsNGkDwOjoKFpaWlBWViZp8BkJrFYypdFoMDc3hy1btvjMUq4V8MFnLKhcuTYaOxwOGAwG0TwzCCHo6+tDX1+fm3TuWgRvTDo0NCRK/5NGo0F+fj7y8/O9NuanpKQIWSapG/MJIejo6MDY2Bj27t3rs279+ecZ3HyzaoUoByHO7PN//ZcDer2TMIhhzucTDAPriRNQHz0KQlFu5IL/X8tttyE7BkqKGIYRCCSvMMZfk11dXdBoNALJ0Ol0ss5YSNljYTKZZCfHHSouSGLhDRMTE2hsbEReXh7KysoCulAYhrkgSqFsNhsaGhpgsVhQXV2NN954I6ou2OJ/NnDvvQ7cccfKy4GinLf9hx5ygGHcXcV37NghalBGUZRbHXC0lZ+6u7sxODjoVre8VuBaMsUbGU5MTEClUqGtrQ3j4+MxZcwnFggh6OzsxMjISEyqXCkUCmRmZorimUEIQXt7O8bHx7F37941XdtMCBFEFfwF2qHCV2P+6Ogo2trakJCQ4JZliuR9ixCClpYWQRLZV+kcywJ33630K8rxrW8p8ZGPsG6iHL7kbPnS1FCzGY5Dh2A5eRJxx46Bcm3kpihYnnwSo5mZyImxoNNVYaygoAAOh0PIZrS2tsJut4OmaahUKqSkpMRM312gkDJjwROLCwEXPLFwDRS3bt2K7OzsgN97IcjN8vXmiYmJqK6uhkKhiJoLdiTH7O6mAFBQqQhstuWbe0aGHT/6EYXDhznBTGtmZkZUV3EeFEVhcXERJpNJEmMjX+AD7dnZ2Zh2IhYD/L7Ozc2huroaCQkJEVOZijY4jsP58+cxNzeHqqqqiPUyiIVwPDM891VuAU8w4Pd1fn5eEpM/z8Z8Pvs3NTWF+vp6AHCTGRazsZffV5PJtKok8htv0G7lT55winJQeOMNGpdc4n3RKlhzvtWyGY5Dh+A4eBDM2bOgxsYQ941vgB4dBWU2y2LlX6FQuBHMhYUF1NfXY25uDm+99Rbi4+OFbIZYZYyRhJTN27zUrFyfH8HggiQW/Bdrt9vR1NSE+fn5kALFaPZYSGEYNz4+jsbGRhQVFaG0tFQ4blKM7YlIZixmZ4Enn3Q+OJ56ygGtlmBsjILDMYitW6exY8dWWCwWoWQm3CZtT/ArYTqdDpOTk3j77bcRHx8v3MAjvQLoCqvVioaGBgDAvn37RHVPjzXwmThCCKqqqoR9jRVjPjFht9vR0NAAlmXd9lVOCNQzQ6/Xo62tDQ6HQ7b7GihYlkVDQwNsNhsqKyujsq+u2T9CCGZnZzE1NbUiy5SWlhbWggnLsoLPyt69e1fd1+BEOQLDauZ8/DOKz2R4zWYwDNiLLwYAUCMjUP+f/wPlr34F8s1vxnwg7gqKopCYmAilUomSkhLodDqhAby5uRksyyIlJUUgGrHYWyB18/Z6xmKNw2Qyoba2FvHx8aiurg7phhxNYhHJbImrJ8O2bdtWNDtG2qzOGyLZY/HznzOYm6OwZQuHgwc5OO/tBF1dZiwuOk2GamtrkZqaiq1bt4qrFuLST5GYmIjdu3eDZVkYDAZMTk4KK4A8yYhkMGsymVBXVwedTofy8nLZBM2hgO+nSkpK8utE7EtlqrOzE01NTREz5hMTZrMZdXV10Gg02LVr15r4Xn2V5gwPD6O1tRUMwyA/Px9msxlKpXJNrhLa7XbU1dWBpmns3bs3JpTaKIoSnKBds0xTU1Po7e2FQqEQSEYw9zKHwyG4pO/ZsyegLIjRGNh3Hqh4hydWk7MNxJzPcfPNIN/5DpjaWiT39IA+cCCkuUQTfKZFoVAgIyMDGRkZwjVpMBgwOjoqZH55kqHVaqNOovjvScpSqLWc/XdF9O9EUYDRaMRbb72FwsJCbNy4MeSHTjTlZiOVNeBVsebm5nx6MqyFUiiWdfpSDA1RePhh543ly19m4XqvYxgGCwsLeOedd1BaWoqioiJRAxTX1S7Xh45rnTnvnuoazEaiaXJqagpNTU0oKCgI2jFcbuBVrnJycoK6/qUy5hMTfCljWlqaVy+etQC+NIdhGAwPDyMjIwNpaWkwGAwrskxSemZEEnwGNT4+Htu2bYtZsuiaZeI4DtPT0yvkn3mi4as0z2azCeaNO3bsWHVfOQ744Q8V+Pa3efJB4FuUg+Cii8RZsPKXzfBWMgUAdFoaHNddB+Wf/oTCl14C/YlPiDIXKeFt1d+1XI7P/PLZjKamJhBC3LIZ0ci0uWaXpMB6xmKNQ6vVYufOnUhPTw/rc6ItN8uvioh1YfAu40ql0m8WJ5LZA18QM0ty6hSNu+5SuJni0TSBa2kyIQRTU1OYm5vDrl27RFfOCdRJ29U9lZfmnJycFJomk5KSkJaWhoyMjJDLDAYHB9HR0YHy8vKgeozkCN6dVwyVq1gvmeKlc3nX5VggOpECL/3sShZzc3Oj5pkRScjVOZymaSGQ5NWGvMkMp6WlQafTgaZpWK1WNwK12r6OjwOf/nQc/v1v5/VWXc3irbdoAGRJCcoJXpTjxAk7InFprpbNcG0Ap265Bco//Ql5r72GxcVFIESD1WghkBhEqVS6iTLMz88LGca2tjYkJia6ZTOkuFfxsdt6KZT4uCCJhVKpDJtUANEvhQLEaz4yGAyCV8FqK5vRyliIQSxOnaJx5IhihfwgxwFHjyqgUDhw3XV2IWuTnJwcNVLhDa7BLO+ay6vmKJVKt5XZ1c4LXkJ4bGwMe/bsgU6nC3PPYhe87Ghvby+2b98uyvXvilgrmeIN0rZs2YKcnJyIjxdNGAwGNDQ0YMOGDSgqKnJ7LRqeGZHE3Nwc6urqkJ2dHVa2PdpwVRvylBluamoCx3FITk7G3Nwc9Hp9QKTi3/+m8alPxWFigoJGQ/DwwzZ8/OMsXniB97FYPla5uQQnTthx/fXSPMc8sxmuP9aaGsQVFUHZ1wfFs8/C8YlPxPx56IpgFzcpihLc3zds2ACbzQaDwQCDwYChoSFQFOWWzYiUqzfLsmH7kwSDhYWF9VKodawOXm6WECL5DZ6/GFiWDevCI4RgYGAAHR0d2Lx5c0CruHIthWJZ4K67eFLh+X05dc3vuotBauoZqFQMSktLBUNAMSC2k7ana67RaMTk5KQgA8jr/6elpa3IPjkcDjQ2NsJisWDfvn1rXjXHVYrTW3mfmPBVMjU+Ph7xkilX34ZgDdLkCN5nJdBsWyQ9MyKN6elp1NfXo6ioCMXFxdGejqjwlBmemJhAc3MzGIbBxMQE3n33XSGb4XnNOBzAd7+rxMMPK0AIhfJyDr/9rRVbtjhXj66/nsW117J44w0aY2MUsrKc5U/Rqh7zJBlWqxV9V12FjU8+ibjf/AaW//xPAOKZ80USfNVEOKv+KpXKbVGGz2YMDPx/9r47vK3ybP8+km157xWvxHG84imvJIS9AoEkUAqUj1KgpT+6yy6Ur4OWFkpoSwv9Cv2gjH6Usgk0jAAJCSEBalnyHvHe1vDUls45vz+c90RSJFvjSDqyfV8XF2DL0pGOznve+3me+76H0dnZibi4OM6YgU+3xEBmWABrHYs1uAnSNQj0FxQ4tSn1ZbPNMAw6OjqgVCpRV1eHpKQkt187FF2hjh6l7KpWjmDZxd/39WXhG9/Iw9TUFG/jV7YibYD/JG0yekNCjbRaLZRKJYaHh9HR0YGEhARuMysSiaBQKBAREYH6+nq/VYSEAEKgTCYTtmzZEhSBdaBGphiGQXd3N0egVnJuAwAMDQ2hr6/P65wVPjMz/A2VSoXW1lYUFRUhJycnaMcRCGi1WnR2diI3NxebNm2ys7MdHh62W+v0+lTccks0Pv988br51rcs+N3vLHCsk4jFcGkpG0wQAX7ilVeCfe45hMnlkHR0wFpRwV84nx/Bt05BJBJxFtMFBQUwmUxcN2N4eBhisRjJycmc+5sv965AWs0Ci6PmfHfKhYpVSSz4ukGQTUCwIu196RyYTCbI5XIwDINt27Z5VLEOliuUr5oSd20FIyPzIRKxvI1f2QYsAf4Xi9kK5woKCuz8/3t7e8GyLGJjY7FhwwbBij75gNFohFwu5wiUEES77o5MpaamenRNEitOg8EQkCyDYMIfIX++ZGb4G2Ssrby8HBkZGQF73WBgdnYWcrncrivj2JklmpkXXpjH3r3Z0OnEiI2l8dhjWnzta2EhMx5mNBrR2NiIxMRElJaVgd6zB2GvvQbJCy9A9Kc/8RrO5y/4WwAtkUjszv3c3Bw0Gg0GBgY48k9Gpjwl/4Het2m1WmzcuDFgrxdMBP9OGyRQFMVt9LwFuZisVmtQ2ubeEgtin5qcnLyk1Sbfr+sLbFvH3i5i7toKkokKPoiFL3oKvkCcWcLDwzE9Pc3ZB7e2tgKAXcVcCJtvPhAKbkh8jUwR1xyRSLTiO1CkyzozM4P6+nq/jRa4m5nBpzObM5CuzGoYayNamcLCQpcjuSKRCNHRyXjqqQw8+eTi97yy0oD7729DVNQkPvtMwp2XQBNAT6DX6yGTyZCSkoLS0lJQFAXrzTcj7LXXEPbyy7D85jcQnZzH5yuczx8IpADa1siEkH/SzRgcHERYWBhHMpKSkpa9lwWaWJCAvNWAlbGLCBIoigq6M5Snrz0+Po729naf7FODNQoFwKeN/plnLtoLjo/DziGEYNF+cPFxgO/EQgikghzHwMAABgcH7YTLJMxKpVKhr6/vNCvbUK16q9VqtLS0ID8/P6TckLwZmdLr9WhqakJ8fDzvGStCg+1YW0NDQ8ACt1xlZoyPj3OONuSa4Uszw7Is+vr6MDo6yltXRshQKpVobW1d1mzgxAkK3/iGBC0ti9/zH//Ygl/+kkVERBlouiRoBNAT6HQ6yGQyZGRkoKioiPu+MOecA6agAKK+Pohfew20g/UsL+F8PINYpQerYJadnW3n/qbRaNDX1weDwYDExESOaERHR592jMHoWKyJt9fgFvwZVLccPBlJYlkW3d3dGB0d9dlqVywWw2KxeP333sB2QfUWYjHw+99bcd11YaAo5/aDjz5q5UR93hIo0rYmi30wSQWp8E5PT6O+vt5u7t42zKqwsBB6vd6uYu6PDZO/Qaxzy8rKTgt2DCW4MzIVGxuLsbExZGdnh7RDkDsgXRmxWIy6urqgdWVsxwzz8/M5ZzbH+X9fMjNYlrUzG1jpmxEiwK+oqFjSge+f/xTjttsioNNRSE1l8be/mbBjx6n7gSsCSKy5Y2Ji7BzAgnG9aLVayGQyZGVlYdOmTfbHcLJrEfHf/42wZ54Bu3EjqMlJsJmZYLZvh63anI9wPj7Ap929L7Dt/hYWFsJgMHDdDDLKaNvNIHunQGssVvq1TLBqiQUfo1BA8LMs3Anos1gsaG5uhsFgwLZt23xux4nFYhiNRp+ew1OQqoivn/UVVzB4+uk5/OQnEqjVpyry2dmLpOKKK07dqLzpWDiKtINJKsxmM5qbm8EwDLZs2bJshTc6Ohrr16/H+vXr7SrmRDRnu2ES2oiB7dx9TU2N20YEoQBnI1ODg4MYGhoCsDhCIhKJBBXMxycMBgOampq4lHQhbGQIXM3/e5uZwTAM2trasLCwsOK1MsBiIeDEiRNLjnpptcAdd0TgxRcXtytnn03j7383Y9061/dvRwJoKwBXKBQAYNfNCARRnZ+fR1NTE3Jzc12GkFq//nWE/+IXEDc1QXzppdzPmexsWPbuBb1nj9Pn9jScj69rKFj60uUQFRVlN8pIuhk9PT0wm81ITEwM+HGvuUKtwW0Em1gst/HVarVoampCTEwMtm7dyssCGoxRKIAf0fj4+DjS09tx+HAhysuLwLIUXnrJjN272dPsBz0lFoEWaS8FnU4HuVzObcY8XUQdK+YkMberq4sbMSDVwWDbctI0bbcZW+mL98zMDKamplBZWYnk5GSXI1MrIWV6YWEBTU1NyMjIQHFxsaBJk6+ZGWTUy2w2o76+PujXlb9BcmVqampcZui0tFC48UYJenpEEIlY3H+/BXffbT1trV4OtusZGQFVq9UYHBy0cwDj29KUgOgayXimK4iPHVv0RXcANT6OiOuvh/nFF12SCwJPwvl87WYIpWOxFMRiMdetsO1mjI6OwmAw4Pjx49zv/UU4WJaFTqdb8U59BKF91xEAwsLC3Ooa+APLdSyUSiVaWlqQl5fH66hEMFyhAN80D6SiPTw8fNoo2LZtp5MKT19PKHoK4FTick5Ozuntdi9gm5hbXFzMjRiMjY2hs7MT8fHxHMkItC2n2WzmKpANDQ0rejNmO3dvuxlzNTJlNBq9dpkSAqanp9Hc3ByyyeGeZGYAgEKhgEgkQl1dXcgTwqXgqB+JiYnHkSP2GRMiEfC3v4XhvvvCYTJRyMpi8OyzZpx5pu/3HdsRUFsHMLVajYGBAYSFhfHanSX5IwUFBcjLy3P9QJpG+N13Oz9mlgVLUQi/5x7Ql18OT5jVUuF8vnYzgmG17wsoikJ0dDSio6NhNpthMpmQlpYGjUaDrq4uWCwWJCUlcfc7PtfMtYC8NbgNIXYsWJZFf38/+vv7UV5e7lZwlKevG6yOhTevSyqBWq0WW7dudfviJha3ywUg2nYqgk0qRkdH0d3djZKSEmRnZ/P+/I4jBiaTCSqVCmq1Gv39/ZBIJBzJSExM9Gs1i3Rl4uPjUVZWFlI3OE/hjhtSMIP5+MbU1BTa2tr89j0ONJbKzGhra4NIJEJUVNSK/x4TrZ9SqUR9fT0++ij+ZCr2qXVi3ToG2dksGhsXP4dLL6Xx1FMm+MsUy9YBzLY7293dDZPJhKSkJK6b4c44my2I05U7+SOizz6DaGzM5e8plgU1OgrRZ5+BOftsj46Dew0nI1OEZHjTzQh0FgSfYBgG4eHhdrocnU4HjUYDpVKJEydOIDo6mksB9/V+tuYKtQrAZ/VeSK5QVqsVbW1tmJ2dxZYtW/ySMhysUShvOhZkPjs8PBxbt27lKto0DRCJzfHjlNNRKNtWsqubvW31J9jOT0RjIJVKkZycHJDXlUgkp9lykjAvhmHsnIz4nGOemZlBc3MzsrOzeenKCBlWqxXNzc2wWCweuSE5c5lSq9WCH5kic/e2DmYrCbaZGevWrYNMJkNkZCTCw8PR2NgY1MwMf4KQ49nZWdTX1+PAgVhcf30EHKWOExMUJiZEEItZPPSQBd/7nhWBurxtu7Msy0Kv1zsdZ0tNTV12o0nWwZKSkiWdrgioyUm3jtHdxy0HVyNTntjZhsIolCvQNG13T6IoCrGxsYiNjeW6jNPT09BoNOjo6ABN0xzJSElJ8ciVjqZpGAyGtY7FGtyDuwJqf7227cVPNtFhYWHYtm2b3+wYgzkK5QmhmZmZgVwuR0ZGBkpLS7kF8K23RLjzzjAAi3er666LQHY2i9///nTxNuCcWAhJpE3TNFpbW6HT6YKqMXB0ZSFV2YGBAbS1tXFjOWlpaT61mImLTHFx8YpPISYhfxKJxKcRmaVcpoQyMkVGZEZGRpacu18pIGLerKwsblQ1mJkZ/gTDMNwatejqFYm77w4/SSoc100KAIuUFBbf+U7gSIUjKIpyOc5GCifEnttxo0nscz1xp2N5fpyncCUAd3Wvoygq5InFUtdTWFgY0tPTkZ6ezrmMaTQaTExMcB1gQjLi4+OX/By0Wi0ArGks1uAegm03S2xfp6enIZfLkZmZabeJ9tfrCl28PTY2ho6ODhQVFSEvL4/b9L/1lgjXXRd2WpVsfBy47rowvPTSKXLhyuJWSCJto9EIhUKBsLAwNDQ0CCYczTHJ2GAwQKVScZU/b8ZybPM4qqqqkJqaGoB3EjxotVrI5XIkJyfzek0LcWSKYRh0dXVBrVajvr5+xVf2yNy9o5g3GJkZ/gZN01zHra6uDhEREThyRGQ3/nQ6KCiVFD77TISzzw58EcsZnI2zqdVqjIyMoL29HfHx8UhNTQVFUejv70dlZeWS9rmOYLZvB5OdDWp8HJQTx0qWosBmZy9az/oZy3UzyD3RbDZzkwShRjA8cbSyHQEmHWDSzWhtbQXLsnbdDEetn16vB4AVv64RrFpisVJGoYxGI4aHh9Hd3Y3i4uKlxWE8gY9Ean+9Lsuy6OnpwcjICKRSqd3mk6aBO+8Mc1olY1kKFMXirrvCsGuXGWLxqe+I7WsKJZ8CWKx4KhQKLr1VyAt7VFQU8vLykJeXB4vFAo1Gs2z4my0YhkFnZyc0Gs1peRwrEUS4nJeX59Kaki8Ee2SKdNz0ej0aGhpCtirvLpRKJdra2paduw9EZoa/YbFYOHOF2tpa7hgnJ937Prv7uEDDtnBSUFAAk8kEjUaDkZERzM/PIywsDCqVihPpu3VuxGJY9u5FxPXXg6UoO3LBnrz+LY884pFwmy8462YYDAZMTk4iOTmZm9oIZDifr/DFKjc8PNyOZC4sLECj0XCGJnFxcRgYGEBaWhrOOuss6HQ6SCQSv1yjDz30EN544w10dXUhKioKZ5xxBn73u9+huLiY99dyF8JbiUIMYrEYJpMpKK8tEokwMzMDtVqN2tragM3VC1W8TWbRdTqdU5H20aMUxsaWEmFTGB1dfNw557Dc4kiIhZCcn8jmZOPGjVi/fn1IVC4JwsPDkZmZiczMTLuxnJ6eHphMJm68IC0tDRKJBBaLhbPhXA0bz8nJSbS3twdFuBzokSnbjWd9fb1gOm7+wvj4ODo7O1FeXo6MjAyP/pbvzAx/w2w2o6mpCREREaiqquI2cRYL8J//uLfpzMz0PWsqEJBIJKBpGjqdDjU1NaAoCmq1Gn19fWhtbUViYiJHAp2lQBPQe/bA/OKLCL/7blA2Qm42OxuWRx5Z1mo2EBCJRDCZTGhpaUF8fDwKCwu5glsgw/l8BV9dFoqiEB8fj/j4eK4AMD09jZdeegn/+te/IBKJsHnzZojFYmg0Gt51Y4cPH8b3v/991NfXw2q14qc//SkuvvhidHR0BG0smmL5SIkLQdA0zYs2YmBgALOzs5BKpTwclfswmUz44osvYDKZcOaZZwZ0Llqr1eLYsWO4+OKLA/aaACCXy5GUlOTUB1yv16OpqQkSiQRVVVVObUdfflmEG29cfuPy/PMWXHvt4uL40UcfYcuWLYiJiRFEp4JlWQwNDaG/vx9lZWUeb06EDOLKQVym5ubmEBMTA5PJhOjoaEil0hW98WRZFsPDw+jr60NlZaXgRr1sz83s7KzPI1NGoxFNTU2Ijo5GRUXFihEpu8LQ0BD6+vpQXV3NexGIZGao1WrMzMwsm5nhb5BzGxsby4Uasizw/vsi3H9/BLq7yfGwOF1jAVAUi+xsFh0dxmAU6D0GWZOlUulp2iAyBkrOjUQi4TQzLsX5NA3Jtm0Qt7fD/JOfwHr//UHpVDiDyWSCTCZDXFwcysrK7L5bjuF8tttLvsP5fMWXX36J/Px8vxpEWK1WHD58GM888ww++OADMAyD+vp67Ny5Ezt37oRUKuX981CpVEhPT8fhw4dxtpfuYb5i1XYs+NoYBkNjMTc3xwk6IyIiAi62JFqH5WxY+YarUSgi0s7MzERJSYnLC9Xd6pft40QiEaxWK3eOg0kqyBy6SqVCbW0tEhISgnIc/oKtK0d+fj5n1RgeHg6tVovPP/+c28gmJSUJ5gbFB8gI3+TkpGDPLZ8jUyS4MzU1dclrdiXAMbfBH+fWk8wMf2e9kCJPUlISNm/eDIqi0NxM4b77InD48OLmODWVxa5dVjz3XBgAFix7ak2lqMX195FHLELZSy8Jovuqqalxem5tx0BtnfM6OjpgsVici/PFYrBSKdDeDkgkgiEVRqMRMpkMCQkJKCsrO+1eaKvNIPdqf4Xz+YpApIaHhYXhggsugNVqRW9vLw4ePIj3338f7777Lh599FFERkbi0ksvxZVXXok9PHWj5ubmACBgEyzOsGqJBV8I9FjQ+Pg42tvbUVBQgOjoaPT39wfstQncsWH11+s6ftajo6Po7Ox0S19y5pmLVbDxcdjdyAgWq2SLjwPAEafp6WlERUUFtVpOxoEsFgu2bNmy4seBiFUjGfWy9Zdvb28HTdPcZik1NTWkOxkkOVyr1aK+vl4QYyzLwZeRqdnZWcjlcuTm5qKgoCCkxvg8Bcuy6Ozs5ETpgRhNWCozwzZl2h+BloQwpqeno7i4GBMTIjzwQDhefFEMlqUgkbD4/vetuOsuCxISgIsuYk7mWJw6huxsFo88YsGePcHRLroLW8JYV1fnlu7LlTh/YmICXV1dXBcwNTUVqQUFAABRb6+/34pbIKQiMTGRI4xLgRAGf4Xz+YpAEAsCnU6HmJgYrFu3DjfffDNuvvlmWCwWHD9+HO+++y4++eQTXogFwzC47bbbsH37dpSXl/Nw5N5hjVj4iEDZzdqKkklytFqtDprWAQjshQngNL1Dd3c3xsbGUFNTw6XXLgWxGPj976247rowUBTrQC4WycSjj1ohFp8Saefk5GB0dBR9fX3cRjYtLS2gCc96vR5yuRzR0dErPpUXAIaHh9Hb22s36iUWi7mqXklJCRYWFuw2S4mJidy5CYWNOYHZbOaqyvX19SGZHO6Jy5TJZEJbWxsKCwuRm5sb7EP3KxiGQVtbGxYWFlBfXx8UG19HdzaSMq1SqdDf389rZgaxz83JyUFGRgF+85sI/OlPYdDrF9fZq6+24oEHLFi//lRHeM8eGpdfTuOzz+yTtwVSoHcJkhs0MTGBuro6r9x+HMX5tl1AhUKBTJMJNQCsnZ2wWCxBLZ4YjUY0NjbadaE8Bd/hfL4ikIVRrVZ72nckPDwcZ599Nq/jSt///vfR1taGo0eP8vac3mBl71CWQCiNQpFqtaMoOVgialc2rIF4XaKNaW5uhl6vx9atWz2qAl5xBYOXXrLizjvDYB9ySuHaa2lccYX9jGh+fj7y8/Oh0+mgVCq5DklCQgK3WfJnFZIEwa1btw5FRUUrvrrb09ODiYmJJXMMbMVyBQUFMBqNnJUtSUsl5yYhIUGwnxnJnSFz6CtFY+BqZKqxsREMwyApKQkSiQRWq3XFkmSyRlmtVkERRtuUaT4zM4h9bl5ePo4eLcCvfhWOycnF+8TWrTQeftiC+nrn9wuxGIKxlHUHpKilUqlQV1fH2/pv2wVkWRa6sDDg4Ych6u/H4cOHuU5TamoqYmNjA7auGQwGyGQyzvaaj9flI5zPVwQyNTwQqds/+MEP8O9//xtHjhwJer7TylzVAwh/b+6Jl31UVBS2bdtmV7UIFrEglYRAvzax1/38888hkUiwdetWr6o4V1zBYNcuM44epTA5SaG9ncIjj4Th4EERdDoGEsnpIm0y+79x40au6qdUKtHb2+u3jSxxkFkNQXC2IX8NDQ0edR0iIyORm5uL3Nxcbr5cpVJxbkOkIuu27WMAMD8/z4U3FhcXC5b8+AriAGYwGEBRFIqKimA0GgUVzMc3zGYzFAoFxGKxncWq0MBXZoZarUZLSwvU6mrce28W2toWN2v5+Qx+/WsLrriCDlrIHd8go23T09Ooq6vz23eWoijEVlUBACLm5nBWRQVUJ0k66TSRDnpycrLfihIGgwGNjY1cp9hf65SrcD7b0SnyOD7sbMlrBHoUyh9gWRY//OEP8eabb+KTTz5Bfn6+X17HEwhzxQsh+HMUSqVSobm5Gbm5uU6r1cHO0Aj0a5tMJiiVSuTk5Pgs+BSLgXPOYQGwsFiAl14SY2SEwgsvULjlFnZJkbZt1c9xI0tRFFJTU5Genu71gm+bQFxdXe3WmFcow2QyQaFQQCQS+VzddZwvJ7P/vb29p6V/B0unQjZioWgV7ClIdXdqasouf0QowXx8g7ghxcTEhFQXytvMjKmpKbz77iBee+08fPLJ4sYpMZHFT35iwa23WmETRh3yYBgGHR0dmJubQ11dnf/Xj7g4sBkZoKamEDU2hpyaGq7TRNa17u5umEwmJCUlceeHL7JDSEVaWlpAix+uuhl82tmSvUswR6H4wve//33885//xL59+xAXF4fJyUkAQEJCQtCKNWvEwkeQDTafDkkkYbivrw9lZWXIyspy+drBcGcCAh+SNzo6irGxMcTGxmLz5s28PndYGIsf/ciMu++W4LHHIrBpEwu1WuTWvK/tRtZWxEoWfE91GTRNo729HfPz86sigZh05IggkM+FnqIoJCUlISkpCUVFRdxGdnJyEt3d3VxFNi0tDXFxcQG5hsbGxtDV1YXNmzdj3bp1fn+9YIJhGLS2tkKr1aKhoeG0m1ywg/n4hk6nQ1NTE+9J6cGAO5kZWm00/vznFHz44bmgaQphYSz+3/+z4t57LVhptRDyXdbpdKirq4MkQIyJKSiAeGoKVG8vUFMDYPG+TxKeWZaFXq/ndDM9PT2c1XBqaioSExO9+h7q9XrIZDKkp6cHfQR3qW6Gs5Ep8t9LgexdVkLH4q9//SsA4Nxzz7X7+bPPPoubbrrJL6+5HIS/WvsJfGosAP6EQMQhZmZmBg0NDUtaE9qKqAN94w1Ux8JWpJ2Xlwe9Xs/789M0jRtuYPDAAxEYGhJh165TG6DsbAZ797rnUGIrYrXdyLqry7Ct3Dc0NAhmLttfIOnSgXIHst3Ims1mrtM0NDSEsLAw7twkJyfzvilkWRb9/f0YHh6GVCoNqhVgIGCxWNDc3Ayapt3qQjlzmSIb2VAYmSLC5ezsbGzatCkkuy2u4LiuqdU6/Pa3erzwQhYMhsVR1PPPn8Uvf2mEVBob0oTKGWiaRktLC0wmE+rq6gK6LrMFBcCxY6BcuD9SFOXSari1tRUMw3CBoykpKW4RIp1OB5lMhoyMjKCTCkcs181wVwBO9BWBem96vd5vhSQhRtGtWmIBLH75fD0pfDokGQwGyOVyiMVibNu2bdlFYKUTC7I5MRgM2Lp1K2ZmZqDVanl7ftvKx8cfh8PZU4+PU7j++gi8+KLZI/tDx0wGWzeWvr4+REZGIj09ndNlaLVaKBQKznVjpd2cHUH0I8FIlwYWK7K2G1liZdt50oHF1srW140EwzDo7OyERqNZFV0ok8nEhVVKpVKP10VXBF2oI1OEIOfn5zsN71wpYBjg1VdFuP/+BExMLIaKVVfTuPdeJTZuHIVKpcLhw4HNzPA3aJrmRPi1tbUBd2ZiPLScdWY1rFarMTIygvb2dsTHx3PdDGfXDiEVmZmZKCwsDPq1tRwcuxnu2tkGUrgNLH6uK33dt8WqJhZ8gHw5rVarT4soCXlLT093e2NJREzBcoby5ygUacVGRUVxIu25uTne3qvtAsSyItxzj/Nzx7IUKIrFPfeE4/LLaa9tEJfSZRCCk5GRsSrCwkjlXij6EZFIxI0WFBcXQ6vVQqVSYWRkBB0dHXadpujoaI9utlarlat2NjQ0rPj8ETIOxCdBFvLIlFKpRFtbG4qLi4NCkPkETcOl7euxYyLce284ZLLFH2Rl0fjVr6y49loaIlECgISAZ2b4G1arlVufa2pqgjKOx54kFlRfn8d/a2s1XFBQAJPJxHUzbHUzxNjCZDKhsbERWVlZIdl188TO1mKxBFT/tEYs1uARKIry2XJ2ZGQEXV1dKC4uRm5urtsXdLDcmQD/diw0Gg0UCgWysrJQXFzsNM3TW7Asy23kgcXF6NNPxRgbc70BYlkKo6MUPvtMxIstIqkqpaenc5kNycnJmJubw+HDh4OWl+FvEPHjzMyM24FSgYatiNXWAcy200Q6GcvNL5tMJsjlcoSHh6Ouri6kQ/zcwdzcHORyuV/HgYQ0MkW6bhUVFUhPT/fra/kb+/aJTwbVnfo+Z2czuPNOCw4fFmPfvsWtQlSUFbffbsIdd1Bw/HgDmZnhb1gsFm56wJuuG1/gOhY8BOFKJBKnupm+vj60trYCAJKSklaE9svZyJTtPwsLCxCLxTCbzQEJ5/OneFuIWNXEgo9RKMD7TTYZkZicnERtba1Xc9eByNFwBn8RC0KySkpKTgvQ8rVLYlvBAE51fCYn3dsAufs4d8AwDLq7u6FUKlFbW4vExMRF73IPdRmhAjLWRnz9Q6Vy7+j7TzpNZH6ZnBtHK1udTge5XI6EhASUlZWt6C4UcMrpqqCgAOvXrw/IawZzZGpoaAj9/f0rQi+zb58Y118fAcdb4dgYhTvuiABAQSRiccklY3j00WisX+/eteuvzAx/w2w2c6N8lZWVQSVAXMdCrYb4uefAbtwIZvt2+JogaHvtZGVlobGxEfHx8QCAL774AhKJhDs3QieB7sCWOExOTmJgYIDrqAYinE+v168RizV4Bm822WazGXK5HFarFWeccYbX1bVghuTxOQpFNtrj4+MuSZYv3RlbPYXjopGZ6R65dPdxy8FisaC1tRVGo9HOLcdTXUaotKqJdigqKgrV1dUh4fDjDGKxGOnp6UhPTwfLspibm+POTWtrK1ctl0gk6OzsXJFCXmeYmJhAR0dH0J2uAjEyxbIsent7MTY2hpqamiXNNUIBNA3cfXf4SVLh+D1d/P+ICAaPP/4lrr662Gs3JL4yM/wNs9kMmUyG6OhoVFRUBL0gIP74Y7AiESiGgeT73wcAMNnZsOzdC3rPHp+ff2FhATKZjDPQAMCRQJVKhY6ODk5zJkQS6CmUSiXa29vtuoyBCOfzpyuUEBGad3iBISwszKMsC+IgkpiY6HOA0koYhSLVbKPRiG3btrkMR/N2FMqWVDhzgti+nUF2NoPxcQos6+yGxiIra3Hm2FeQTXZkZCQaGhqWPPfu5GWQarlQK0pzc3NQKBQrLgiOoigkJiYiMTERhYWFnOXj2NgYtFotJBIJKIrC/Py8IATG/sLg4CD6+/sFo5ch8MfIFAlHIyL8lbBR+Owz0ZJjoABgNouQlVUOiYSfTba3mRn+BskgiYuLE0SXUbxvHyKuvx6OrSRqfBwR118P84sv+kQuCKnIy8vDxo0bT72uCxI4MTGBrq4urhOYmpoaUgUu0ml2HF30dzgfmUQQ4uivv7CqiQVfF4Qnm+yJiQm0tbVh48aN2Lhxo8/HEMyOBR+vS8Se0dHR2Lp165I3EW+6JMuRCmCxq7x3rwXXXx8BimIdyAULgEJsLAO9HvBlbZidnUVzczNn4+fJ4uQqL6Onp8ervIxAgAhbCwoKkJeXFzI3IG9AyLDBYEBZWRkoirKrltta2QqVBHoClmXR09ODiYkJ1NXVcWMUQoS7I1NLbZRscwxCaZRvOTQ2urcGqdXhAPxzn3EnM4OcH1dFJ19hMBggk8k404Ggr1U0jfC77wZY9vQ+EsuCpSiE33MP6Msv92osihQ3169fv2RSsyMJtO0EKhQKALDrZghVR6ZSqdDS0oLy8vIl9VD+CufT6/V+++4KEauaWPAFdzb3LMvixIkTGB4eRlVVFW9iv2ARCz5el4i0s7Oz3apme0JmiEibVByW86zes4fGiy+aTwoYTz0uPZ2FVgv09Ijxla9I8OabJngzKjk5OYmOjg5s2rQJeXl5nj+BDZbLy4iPj+dGpoJVVR0aGkJfX9+yC/lKgON4TGJiIgDYVcudhSampqYGLGiLTzAMg/b2dszNzaGhoSHkbpiuRqbkcrnTarnVauX0QYHOMfAHrFZg/34xnnwyDEeOuLcp5WsMdDk4W9uchb+RcVA+ugrEgTA1NRUlJSXBJxUARJ99BtHYmMvfUywLanQUos8+A3P22R499/z8PGQymVf2yLadQDIOqlarMTg4aOcClpqaitjYWEF8liTTo6ysDBkZGR79rafhfK6+j2sdizV4DLFYvOQolMViQUtLC3Q6HbZu3cqriCeYxMJisXj998PDw+ju7kZpaSlycnLcfk13ksYdRdruBuHs2UPj8svp0ywXFQoRdu2S4NgxMa66SoI33jDB3f26rb1qRUUF0tLS3PtDN+GoyzCZTFCpVEHTZZBAw6mpKdTW1ob8DPpysN1kOxuPcUUCx8bGOBJoK84Xwo14KRD7XLPZjPr6+pAkRrZYbmQqISEBBoMBEonE57HVYEOtBp59NgxPPx2G0VGSUMwiIgIwGoHTNRYARbHIzuZnDNQbuAp/a25uBsv6npkh1DA4anKS18cRzM3NoampCRs3bvTZZMF2HNTWBUytVnMuYOT8BKtTq9Fo0NLSgs2bNyMzM9On5/I2nM9iscBkMq0q8TbFCjG2L0CwWq28bMpbWloQHR2NTZs2nfY7MuoTFRWFqqoq3luFCoUC8fHxdjOSgUBfXx90Oh0qKys9+juGYdDV1YWJiQmPHVVMJhMOHTqEiy++2GVlgFQUyNearznZxsZFcjE/T+Hss2m89poJkZGufd+BRRFcR0cHZmdnUV1dHfCKha0uQ61WA4CdixHfCz1JqDUYDJBKpYJMSOYTtunSUqnU442NyWTiqrEajQYSicTOjjPYM96OIIYTYWFhqKqqCulNtjuYnp5Ga2srt2kI1dlyuZzCk0+G49VXxTCZFo85NZXFzTdbccstVshkIlx//eJ313YMlKIW11BPw0EDAdvMDLVaDa1W63FmxsLCApeWXlBQIKjzKTpyBJGXXrrs44zvved2x4JPUrEcaJrGzMwMRzRMJhOSkpK48xOIe4NGo0FzczNKS0v9birhaGdru62en5/Hxo0bMTMzw3WzVzpW9p1hGfC1kLiyfFWpVGhubkZubq7fqiGh5AplsVigUChgMpmWFGm7gm3SuLNNlzt6Cm9RV8fg7bdN2LVLgiNHxDj3XAlmZymMj9v7vu/da8GePTTMZjMXrtTQ0BCUyq6jLmNubg5KpdIvugyS2RAWFob6+nrBztryBaPRyInwvfW5l0gkyM7ORnZ2tp0TS1tbGxiGsRuZCvbnqdfr0dTUhPj4eJSXlwuO9PANnU6H9vZ2pKWlobS0FFarddmRKSHBbAbeemtx3OmLL059N6VSGt/5jhVf/SoNIhPJyaHxzDPzuOeeCKjVpzZ82dksHnnEIjhSAfiemUE0Bo7CZaGA2b4dTHY2qPFxUE5qvyxFgc3OXrSedQOzs7OQy+Wc3s3fEIvF3EgUy7KcuYXjSJs7eUDeYHp6Gs3NzSgpKQmIU91S4XwffvghAARlnxYsrOqOBU3THrk5uUJ3dzdomsbmzZsBLG5wBwcH0dvbi7KyMmRlZfn8Gq7Q0dEBkUiEkpISv72GMwwPD0OlUqG2ttatx5OWc0xMjNfVToZhcODAAZx33nmnbdRtOxXEucEf+OILEXbulMBopECE3QSkwvfMM/PIzv4C8fHxKCsrE5xY1zYvQ6VScc5F3uoytFot5HI5r2nLQsbCwgLkcjk3k833+7WtxqpUKuh0OiQmJtqlfwcSpLKbmZkpqHERf4FsOl3ZBduOTKlUKhgMBiQnJwcsmG8pTEwAf/97OJ55JgxTU4vHHR7O4soraXz3u1bU1zNwPH2ngg3zMD5egKkpkdMObKjANjNDrVaflplBigLeaAwCCVtXKDs7kZMn0F1XKEIqNm3adFo2VDBgO9KmVqvBMAx3/aSkpPhchJuenoZCoUBJSYlf917u4PDhw/jqV7+K//7v/8Z9990X1GMJJNaIBQ/Eore3F3q9HpWVlaBpGm1tbZieng6Iz7kjqQkURkdHMT4+joaGhmUfS2Zic3JyfNqYsCyLDz74AGeffTa3ufJUpO0raBrYuDEKi5NFzmeSU1KMOHDgBIqKhNVedwVbXcb09DSXLp2enr7syAeZYSWVv1B4v76AVMKIm0og3q/BYOBGPqanpxEdHc2RDH+P5JD3u2HDBmzYsGHVnF9PNp22AuPZ2dmAj0yx7GLB48knw/Dmm2JYrYuvl5nJ4JZbrLj5ZitcjZeT9xuoSnagYWuXqlKpMDc3B2DRyaigoEDwVtDiffsQccMNoGyq3UxODiyPPOIWqZiZmYFcLkdRUZHbWsZAghRRCMkgRS5CAj09P+T9FhcXIzs7249HvjyOHj2Kq666Cn/84x/xrW99S9DfM74hrP5tgMH3KBTxwRaJRDjjjDMCMv4iFothMpn8/jrOXtedUShvRNquQFGU3et6K9L2BZ99JoJavZRwnIJaHYWpqSIUFwdH8OgpJBKJy7wMwLUuY2xsDF1dXSgtLQ16ZSgQIEFwgX6/UVFRyMvLQ15eXkDzTCYnJ9He3r5qzq9SqURraytKSko82pTYCozdcZniC0Yj8OqrYjz5ZDgUilNds23bFseddu+msdSEI/H1F8ImzF+wtUuNj4+HQqFAZmYmaJrmNTjRX6Avv5zLsTD/4Q9gSkvdTt4mlXuhkgrAfqStoKAAJpOJW99sM01SU1ORkpKy5PkhnZmioqKgf5+/+OILXH311Xj44YdXHakAVjmx4AtisRhGoxHHjh1Denp6QMdBvA2N4+N1l5oZZBgGnZ2dmJqaQl1dHZKSknh5XaLt8JdIezlMTrq3QLj7OKHBHV1GamoqdDodxsfHPRbghyLIaOPAwEDQg+CcnR+VSoUTJ06gtbXVbiTHl6yF4eFh9Pb2orKykncnMyFibGwM3d3dp4VneYqlXKb4GpkaGaHwv/8bhueeC4NGs7jOREayuOYaGrfeakF19fJDCIQ0lpWV+eyWEwogJMo2HT5YmRmegJqaAsUwYMViWG+5xe3MCkIqQo00SiQSp5kmfX19aG1t5QTg5PyQDTshFYWFhUEnUTKZDF/5ylfwwAMP4Hvf+96qIxXAGrHgBbOzs5ibm0NpaWnAg8CEGJBnNpvR3NwMs9mMbdu28TpzTKx9AzX65Ah3/dwD5fvuT4hEIiQlJSEpKYmzSlUqlejt7YXFYkFcXBzm5+chkUhWRAqxM7Asi66uLiiVStTX1wvKi9zZ+VGpVFxCblxcHNdtctdTnmVZ9PX1YXR01C6TYyXDljTySZJdZTI4C+aLjU3AsWNilw5zLAscObI47vTvf4vBMIvnMjeXwbe/bcVNN1nhLt8lJGq1kMapqSm0tbWhvLzcLsfA8fy4EhjzmZnhKaiREQAAm5XlNqkgbkhC0Bj4AlfnR61Wo7e3FxKJhCPofX19KCwsDLqGpLm5GXv27MF9992HH//4x6uSVACrnFj4etKJderk5CSioqL8buHmDMHMsXDWKdFqtWhqakJsbCy2bNnCe2tZJBJxNsGBJhUAsH07g+xsBuPjlENCty1YHDggRl0dAwEUvXgBRVGQSCTQaDSIiopCbW0tVy0neRlkE5uYmLgiFlSaptHa2gq9Xo+GhgbB2+faBr+ZzWZukzQ4OIjw8HDu/LiysiVdxunpaaeZHCsNtsGGtbW1fk8PdzUy9Ze/TOBvf0uCWn2qw0Qc5i68kMZLL4XhySfD0Nl56pydc86iGHvnTtojgfXQ0BD6+/t5J1FCBRlfdIdERUdHnzZyyGdmhjegRkcBAKybG+ZAWqwGGrbnhwj0x8bGMDIyAoqioNFouNFQX7q13qK9vR27du3CHXfcgbvvvntF3AO9xaomFr6A2ImazWaUlZWht7c3KMchpORttVoNhULhN3tdhmEQERGB9vZ2pKenIz093S9WdUtBLAb27rWc9H0/3RVqcTKLwh//GI7XXxfj97+3YOfO0LeZ0+v1kMvliImJQUVFBcRiMeLi4jhdxvT0NJRKJZqbmwH4Ny8jECDXN0VRIWmfGxERwY0UEE95lUqF9vZ2WK1WOyvbiIgILoPEaDSivr4+KDfmQIJlWXR2dkKj0QSFRJGRqS+/zMFDD0XA0UJlbIzCf/1XBKKiWBgMi+tbTAyL//ovK2691YrSUs86oiSoc2RkJCCmIkIA6cx4M75oO3Jo69I2NDRklzDt72BLrmPhxjiTWq1GS0vLiiQVjhCLxZBIJJiZmUFhYSFSUlKgVqu5bm2gDRS6urpw+eWX47vf/S7uv//+VU0qgDVi4RXm5+chl8sRHx+PmpoaaLXaoHkUC2EUimVZDA8Po6enB5s3b+Z9ppM4P9E0jerqaszOznIzsyzLcgt8ampqQDaxW7eO4957Nfj736swNXVqw0l838Vi4K67wjE8LMLVV0tw2WVWPPqoBXl5oTkeNTs7C4VCgXXr1jkljGFhYRzRc6bLSE5ORnp6OlJTU0MiqZmQqLi4OEHaBXsKW0/5kpISLCwscOLIjo4OxMfHw2QyITw8HHV1dSFHojwFwzBobW2FTqcLKomiaeDuu8O5YoQ9Fv/fYKCQlaXH178+g5tuEiEvz3MXI5Zl0dPTg8nJSdTV1a2KBOCRkRGcOHGCl86Mr5kZPr026VgsoxtQqVRoaWlZNZqZ+fl5yGQyO/e2uLg45Ofnw2w2c90mYkBiazfM9/p24sQJXH755bjxxhvxwAMPrHpSAaxyu1kAHjsqTU5OorW1Ffn5+Vxa58LCAj7//HNcdNFFfjpK1yDpsOecc05AX9dgMODw4cO46KKL0NXVhampKUilUt5E2gRLibRZluXGcZRKJYxGI7eJ5SP0zdmxkHns8vJypKSku0ze1umAhx8Ox5//HAarlUJUFIt777XgRz+yLunUIjRMTU2hvb0dmzZt8tiO0lVeBrGyFeKoDfH0d0WiVhpmZ2e5LpPVal2RI222sFqtaG5uhtVq9SotnU8cOSLCpZcuT2r+8Y8xFBaOQq1We+SSA9h3ZmprawUhSPY3yLiXVCr1u0bIthvoLDPDV9Iacd11CHv7bZj/8AdYb73V6WMIqXDUkKxULCwsQCaTcRbYS4HsEQgR1Ol0XLdpUdvknvbMFQYGBnDJJZfgqquuwh/+8IcVn+HkLtaIhZvEgszjDg4OorKy0u4CJpvsHTt2BPxGPDc3B5lMhvPPPz+gr2s2m3Hw4EEkJSXBarWipqaG9xl0Yifrrp6CiIvJJjYhIYHbxPp6QyXz5xqNBtXV1W7PY3d0ULj99ggcPbrIOEpLGfzxj2acddaiPoWm4ZKcBBMsy3I36PLycp+ccghc5WUIZRNLumAFBQVB0UsFGkQPlZqaitLSUrv0b5VKBQB2VrZCs+L0FGazmUuH9zakkw+YTMAnn4jwpz+F4fDh5Y/h2WdNuOYa2uNgPoZh0NbWhoWFBdTW1q748TYA6O/vx/DwMGpqavyumXGEY2bG/Pw8YmNjufPjTWaG5MwzIZbLYXrlFdCXXXba74lF8mojFSRHyFOQbpNarYZGo0FERAQ3FpqcnOxRt2l4eBg7duzAZZddhieeeGKNVNhg1RMLs9mM5T4Cq9WKlpYWaLVaSKXS05xhyCb7oosuCvjYhFarxfHjxwPeLZmbm8Px48eRlpbml5s06VR46/xEFhClUsmFipFOhqcLvNlsRktLC6xWK6qrqz2+QbMs8M9/ivHTn0ZwGRjXXWfF2WfTePDBcIyNnVqQiGhzz57g6TIYhkF3dzeUSiWqq6v9Mo9N0zQ0Gg2USiXUi2mDQdVljI6OoqenB2VlZaviBj0zMwOFQuEy2NC2G6hSqaDX67lNbFpaWshtUknGENEIBXoTMD8PHDggxjvviPHBB2IsLLi//rz3nhFnn326UcZSwXyxsbFobW2FyWRCTU1NUDszgYCtm1ltba0g3NvISI5KpYJGo/EqMyNqwwZQKhUMx46Braqy+x1xu/LVIjlUoNVq0djYyK1ZvoJ0mwjRMJlMnJ1tWlrakoXS8fFx7NixA+effz6eeuqpNVLhgDVisQyx0Ol0kMvlkEgkqKqqcrpA0zSNDz/8EOeff37AF/BgdEtUKhU3TnDOOefw3qkgVrJ82clarVaOZGg0GojFYq6T4cohh0Cn00GhUNiJlr3FzAzwy1+G45lnwk46SpHvnb0AHABefNEcFHJhtVrR2toKg8EAqVQaECck2zwGpVIZUF0G2ZCMjIygurqa91E+IUKpVKKtrc2j4CzHTSypxKalpSEuLi7o3aaloNPp0NTUhJSUFJSWlgbsWKemgHffFePtt8PwyScimM2nXjczk8Fll9F4660wTE/DqcMcRbHIzmbR0WFctotpsVi4TaxarQZN0wgLC0NRURHS09NDvtu0FGw1JLW1tYLUkDjrNi2bmWE0Ivqk6Fw/PAxbP2FCKlaLZbBWq4VMJkNOTg4KCgp4f36WZaHX67nrZ3Z2lrMbnpqaQkNDA3cfmpycxKWXXoqtW7fi73//e8hr8PyBNWKxBLEgVnNZWVkoLi52uQFlWRYHDhzAWWedFfAZ1kB2S8h4zIkTJ1BWVoa2tjZs376dt1l5W5E2sCia84ez1MzMDDcyRdO0nfjb9gY8PT2N5uZm5OTkYNOmTbwdy+efi3DJJRJYLM6fz5MNBZ8wGo1QKBQIDw9HZWVlUES8S+ky+HZgYRgGHR0dmJmZgVQqFeSGhG+Qzowv423EKpVUYok43JtxAn9jfn4eTU1NyM7O5vUadoX+fgpvvy3Gv/8txuefi+wIQ2Ehg127aOzeTaO2loFIBOzbJz7pMGdPLrwtMFgsFshkMgBAYmIiNBoNb8F8QgTJmVGr1SGlIbHNzJiZmXGamUH19SGqshJsVBQMKhVw8rtLwg1XC6nQ6XRobGzkruFAgNgNT05OYvfu3TAYDNiyZQu2b9+Ol156CXV1dfjHP/6xogm7L1j1xMJisZyWx2C7gXbX5eijjz7Cli1bAt6CDVS3hGzCVCoVJ4r7+OOP0dDQwMt7dhRp+4NUOHtNYiOoVCq5cY/09HRYrVb09fWhuLiY9yRPd0WbrkYg/IGFhQXI5XKuqiuU1q6/dBlExGuxWCCVSkPCrcoXELvR4eFhXjszhKiTc2SxWDjxqj8MFDwBKQzYOsfwDZYFmpspvPNOGN5+W4yODvvrpraWxq5di/+UlDi/1e7bJ8bdd9uPRObkMHjkEc9GIk0mE5qamhAVFWXXXV1qZCoQVpz+AsuyXGGgtrY2ZAmTbWaGSqXiMjNye3uRfcMNYIqKYJTLASzmcnR2dqKyshKpqalBPnL/w5ZUELOcQIOmaRw9ehSvvvoq/vnPf8JsNqOurg6XX345LrvsMkilUsHcL4WCNbrlAJqm0d7ezvmbu+sqEUzbVwB+fW0ieqRpGlu3buUW8KXStz0BEWkHOknb0UaQVMr7+/thMpkQExMDi8UCnU7Hq4PR5KR776+pSRQQYqFWq9Ha2soJ4oS00ZBIJMjJyUFOTo6dLsOXvAzSmYmIiEBdXd2KrzqRqq5KpUJ9fT2vnRmRSISUlBSkpKSguLgYWq0WKpUKo6Oj6Ozs9Fu3aTkQUWtJSQnv9tdWK3DsmAjvvLPYmRgePrWpEItZnHUWg927aVx2GY2cnOXrdnv20Lj8ctonEweDwQCZTIbExERs3rzZbqPjGMxHRqbkcrnHLlNCAcMwaG9vx8LCAurq6kJO82MLp5kZk5Ow7N8PANABGO7tBcRiLtzQ01yOUIROp4NMJkNWVlbQSAWwuLerrKzE/fffj4svvhh/+ctf8PHHH2P//v34/e9/j+joaOzcuRM7d+7ERRddFHDTACFirWNh07EwGo2Qn6wMSKVSjxarI0eOYPPmzUGpInz44YfYtm2bX0Y5FhYW0NTUhPj4eFRUVNjdeI4cOYKysjKfFjlfRdp8gqZpzkWlrKyMIxqkUk7E375W+dztWADAtm00brrJiq98hfZLivfo6Ci6u7uxefPmkApVYlmWyzOx1WWQTayrDoRWq4VcLkdycrKgOjP+AvlO63S6gGlmCBy7TRKJxK7b5K/PngSjLTfu5Ykjm8EAHDwoxttvi/Hee2JoNKeu/6goFhddtNiVuOQSGoEOtCYaEpJT4u7a5KnLlFBAckj0ej1qampWXLdRvG8fwu++G6KxMe5nxrQ0tHzzm9Cccw4yMjL8kpkhJOj1ejQ2NiIzMxOFhYVB3RfMz89j9+7dSElJwVtvvWX3fbNYLDh69Cj279+P/fv34+abb8Y999wTtGMVClY9sbBaraBpGrOzs5DL5UhNTcXmzZs9vmCPHTuGgoKCoDjKHDx4ELW1tby79yiVSrS0tGD9+vVO55OPHj3KiQO9Ad8ibV9Aqthisfg0kT5pVZNNkkgk4sTfycnJHm+QaBooLY3E+DjlVLQJsIiMBMxmgGEWf5+QwOLaa6246SYrqqp8v2SJffLo6Ciqqqp8DpEKJtzVZSznhLTSYLFY0NzcDIZhUF1dHdSxJEcrW4Zh7Kxs+dLzkJyZ5b7TzsaPHB3ZZmaA999fdHL68EMx9PpT35fkZBY7dy6SifPP9w/pdwek8JOVleWzhiQURqZIQvxKdbsS79uHiOuvB1jWLjJxMUORgvqvf8VwXZ1fMjOEAr1eD5lMhvT09KBnCWm1WlxxxRWIjo7GO++8syzZpml6xZI9T7BGLKxWDA0NobOzE4WFhVi/fr1XX+QvvvgCubm5yMrK8sNRLo3Dhw+joqKCt80hCYLr7e1FeXm5y0r28ePHkZ+f73HSZyBE2p6A6AuSk5NPGyNwBKnyEfG3xWKxE3+7u0FyR7TZ0MDgH/8Q4/nnwzA4eOqYampo3HyzFVdfTcMbeQsZ95ufn4dUKhVkUJ0vcKbLiI6OxvT0NIqKipCbmxvsQ/Q7SPc1MjISlZWVgrrZ2WqbSGgVcchZzuZxqefs7e3F2NjYshkG5NpzTLwm195NN1kxOCjCp5+KYLWe+n1uLoPLL18UX59xBoNgTw2RYtiGDRu88vRfCo4uU0IYmaJpGgqFAjRNQyqVrryEeJpGZGkpqLGx03LYAYClKLDZ2TB2dIAViXjPzBACDAYDGhsbBUEqdDodrrrqKlAUhXfffXfF3Sf9iVVPLDo7O7kKly9jTORi8DSdmA8cPXoUxcXFvDhEkNlVtVqNmpqaJbsgX375JbKzsz2aYQ6GSHspkFA0IvD05FhYlsXCwgI3jkM2SGRkarkKkruiTYYBDh0S4bnnwvDOO2LOTSomhsVXv7pIMurqGNgeuqsxD7PZjObmZrAsG/QqdiBA0zS6urowMTEBkUjEdZuClZcRCJDRmFAZ9zIYDBzJmJmZ4Srl7mbO2KZL19TULLkBIN3CsTEKcLp9s8fmzcxJ8bUV1dUshLJX02g0aG5uRmFhod+JshBGpqxWq92YcqhoQTyB6MgRRF566bKPM773Hpizz7b7GR+ZGcEGIRVpaWkoLi4O6r7AYDDgmmuugdFoxPvvvy+IXJRQwqonFuQi9NWmTi6XIzExkffKkTvwtnPgCFuRdk1NzbIbY0/JlK2egqKooG54WJbF8PAw+vr6eAtFMxgMXCdjdnYWcXFx3MiUK+Gqp8nbKhXw4otheP75MPT0nPr8ysoY3HyzFV/7mhVHjjgf8/j1rxeQnf0F4uLiUF5eviI31bYg/vYTExOQSqWIj4/ndBkqlQpGo9EtXUYoYW5uDnK5PGD2qnzDWaWcnB9nVra2GhJ31qzDh0XYuXP5kZFvfcuCH//YioIC4d0eSQ5JSUlJUDrkgR6ZslgskMvlEIvFqK6uXrHrlviVVyC5+eZlH2d69lnQ11zj8vdeZWYEGUajEY2NjUhJSfFIJ+QPmEwmXHfddZiZmcGBAwf8EhC70rHqiQVN07BarT4/T2trK6KiogLms2yLL774Ajk5OT65n5BZ3YSEBLeD4ORyOZKSktyychSSSJthGM4lx1/J0maz2S6UTyKRcJ0MX2xSCVh2kZA8+2wY3npLDKNx8fnCw1lYLORR9mMeLAs8+uggvvOd9JDbcHoKsuHUarWQSqWn3UwDmZcRKKjVarS0tGDTpk1B6ZzyDbJBIufIUaAvFou5oE6pVOq0+zY9DfznPyL85z9ifPmlCMeOiWAwLH9en33WhGuuCbzL33KYmJhAR0cHysvLBZEQ70gEKYriNrB8jEyZzWY0NTVBIpEIbqSPb/jSsVgK7mRmBBOEVJAOazDXXbPZjBtuuAFjY2P46KOPQlp7GEysEQueiEVHRwfEYjGKi4t5OCrPIJPJkJaW5vVmgth35ufne2Tr1tLSgpiYmGWTMIVEKiwWC1paWmA2m1FdXR2QNj6xSSUbJAB24m9fb5YzM8DLL4fh738PQ3u765tEsIL3Ag2LxQKFQuHRuJe/8jIChfHxcXR2dqKsrMznzqUQ4UgE5+bmIBKJIJFIUF5ejoSEBNA0hfZ2iiMRX34pwokT3m2aApkh4y5IuKFQMwxcjUyRTaynay3J5YiOjkZFRUXQN8B+B00jvLAQYVNTy2osvF3AXWVmkNHQQI/GGo1GyGQyJCUlBZ1UWCwW3Hzzzejt7cXBgwcFeY2FCtaIBU/Eoru7G1arFWVlZTwclWfwdgzLVqRdUVHh8Yakra0NEokEhYWFLp9fSCJtvV4PhULBBUgFY+6UYRjMzc1xI1Mmk8lO/O3Lwu7umMdf/2rC179OYyXepw0GA+RyObcZ8Ya0uSKCQtRlkDBPd5yQVgrIZmR+PhonTqSgsVGMnp4UnDiRAKPx9HNTWMigvp5BQwOD2loa114rwcSEc0c2oZJv4nbFZ7ihv+HLyBQ5x/Hx8SgrK1v5pAKL59jw4ouo+e1vTyMW7MnPyvzii6D37OHl9WxNFNRqNbRaLRISErj7kb+7tiaTCY2NjVz2SjD3BlarFd/+9rfR2tqKTz75xGunyzUsYtUTC4ZhYDk1O+I1+vr6oNPpUFlZycNReYaWlhZER0d7NIbFMAza2to4waM340CdnZ2gKAolJSWn/c429A4IPqmYnZ2FQqHAunXrgu42QcCyLBcoplQqodVqkZiYyI1MeVrhe+UVMW6+2T2dQEoKizPPpHHmmQzOOotGWRkb8kRjfn4ecrkc6enpvM3p2uZlCE2XQTQkk5OTnIZEqPBUS+QIkwloaRHh6FErPvxwASdOJGN8/PTPPjraguLiWUilJmzfLsZ558UgI8O+gOCOI5snidf+BMuy6Ovrw+jo6LJuV0KGJyNTJOwvKSkp6BvOQIEQx9raWqR95SsQHz9u93smJweWRx7hjVQ4g9Fo5Ijg9PQ0IiIiuHPEd2aGyWSyI47Bzq/63ve+hy+//BKffPJJSOU5CRVrxIInYjE4OIiZmRlIpVIejsozeDqGZTKZIJfLwbKsx0GAtujp6YHFYjmtS+Po/BTsahOZSxa61aijOw6xD0xPT0dsbOyyi6+7wXsSCQuTyf65kpNZbN9+imhUVLhPNHzdNPIB4pKzceNGry2jl4OQdBnEvW1ubg41NTWCFGQSuJMZYQuWBUZHKW6c6T//EUGhEJ32naUoFps3s2hoYFBfT6OhgUFREQOdboE7R4Ssk3NEPid3HdmCCZZl0d3dDaVSiZqaGr8EoAYDS41MxcbGor293eOwv1DGwMAAhoaGFomj1YqoTZtAmUww/fnPQFwc2MxMMNu3ez3+5A1omsbMzAxHBPnMzDCbzWhsbBQEqWAYBj/60Y9w5MgRHDp0SND7g1DCGrHgiViMjIxgcnIS9fX1PByVZ+jq6gLDMNi8efOyj11YWIBMJkNiYqLXoyIEvb290Ov1dl0aIekpSLVvZGQEFRUVITUzabFY7MTf4eHhduJvZ2SNpoGSEgnGx0VwZqVJxjyam41obl706f/0UzGOHxdBp7N/fGKiPdGorGSd3tc83TT6A0RfEOj0cJPJxJ0jkizNp0DfFaxWK5qbm2GxWAQfErZcZsSLL5px0UU05HIRvvhikUR8+aUIk5Onf7/j402oqTHjnHMkqK9nUFvLYLkCvsFgsKvCRkdHcyQjNjYBx46Jg0qIXYFhGHR2dmJmZga1tbWCTcHmA2RkanJyEvPz8wgPD0d2djYnLl7J5KK/vx/Dw8Oora1FXFwcwp56ChF33AGmogLG48chBH9j0lnnIzODkAriTBhsUnHXXXfhgw8+wKFDh9wyoVmDe1j1xIJlWZjNZp+fZ3x8HMPDw9i6dSsPR+UZTpw4AaPRiIqKiiUfNzU1hZaWFo9F2q4wMDCAubk5VFdXAxAWqSAhcHNzc5BKpSFd7XNMLWZZFqmpqUhPT7eb+Z+fn8df/jKBBx+sBkW5P+ZhsQAKhT3RWFiwP3cJCSy2bVskGWedxaCqisH+/ctvGv1JLliW5ap9wdYXONNlODtHvoJ0G8PDw1FVVSVof/rlMyNYhIcvPo4kzBOEhbGoqFjURRQXzyA6uhXnn78e2dne26sS4SqpwgKntDNC8vpnGAatra1uW+iuBJCC17p16xAfHw+1Wu0XlykhgRS9CKkAgMgzzoCouRnmvXth/d73gnyEzuFtZobZbIZMJkNMTAzKy8uDOsnAMAzuu+8+vPXWW/jkk0+WNaBZg2dYIxY8EQulUokTJ05g+/btPByVZ+jv78f8/Dy3wXcE2YD19fV5JdJ2heHhYahUKtTU1NhpKoJNKkwmE5qbmwFgxYXAsSxrJ/42Go1ISUlBZGQkxsbGsHHjRjQ3F+CeeyK8HvOwWmHX0Th2TIT5efvzGRu7aGtrMgFLdUf8JYIllsFqtRpSqVRQAUb+0mXo9XrOElrIglaWXXQqe/PNMPzoR+5de5mZDLZsWRRZb9nCoLqaQXQ0MDY2hu7ubpSXl/MqqHR2jmzTv4O1madpGs3NzTCbzYLvRvEFkr2yfv16OwMSYnRBzpGvLlNCAcuy6O/vx8jICOrq6riiF6VQIGr7drARETD09gIpKUE+0uXhbmYGIRVCcPhiGAa//OUv8c9//hOHDh0KipPnSscaseCJWGg0GrS3t+NsD/yl+cLQ0BDUajVqa2tP+x2p3E9PT/Mu/hsdHcX4+Dhqa2sFI9LWarWcS9bmzZsF5eDDN8jMf29vL1clJ+Lv5OQ0yOWxvIx50DTQ0kLh00/F+PRTEY4dE2N21r1z/PrrRlxyCb+2nTRNo6WlBUajEZWVUshk0YIcZyHQ6XQcEfRWl0GE6ZmZmcuaDwRC82IyAcPDFAYGKAwNiTAwQGFwkMLAgAiDg9RpRHQp/P73Ztx6q/W0qQ8iaA1EN8rRypaMeqSlpSEuLi4ga5ptunR1dTXCw8P9/prBxuzsLORyOaeNWgqBDubzB8h47tjYGGpra+066eF33YXwv/4V1quugvmFF4J4lN7DWWZGcnIy1Go1YmNjUVlZGfRg3N/+9rd4+umncejQIbfGx9fgOVY9sQAWK9y+giyQ5513Hg9H5BnIBr+hocHu58QHHIBPIm1XGB8fx+DgIKcrCXYFVa1Wo7W1FXl5edi4cWNI3Gh8AcuyOHHiBMbHx1FVVYWoqCi7LAZy401PT+d1c0TTwB/+EIZf/tK9ampqKov8fAb5+ezJfxhs3Lj435mZnrlRmUwmKBQKiMViDA3V4r77ooKq7/AUznQZ5By5CqvSaDTcCONyc8B8aV5YFpiawmmkYWhokUyMjTm3a7VFUhKDmZnlT65jZgTLsujt7cXY2FhQnJBIuCUZ9QgLC7MbmfLHOkeC4CIiIlBVVbWiCyIE09PTUCgUKCws9Fg06+9gPn+AfK/Hx8dRV1eHmJiYU780GhdF2zMzML71FpiLLgregfIEq9UKpVKJ7u5u0DQNsVgc1MwMlmXx6KOP4vHHH8fBgweD4uC5WrBGLMAPsdBqtTh+/DguCsKCMDExgcHBQWzbto372fz8PJqampCUlITy8nLeb1RkJOfLL79EZGQk0tPTkZ6e7pGQi0+MjIygp6cn4ALeYIEkSy8sLEAqldrfpHDqxqtUKqFWqxEWFsYJi5OSknzeHLnrQLUcIiMXCcaGDbaEg+F+Zjs1pNPpIJfLkZCQgN7eStxwQ2TQ9B2O8KZL4I4uY3JyEu3t7SgtLUVW1tL6AneE0rafiV4PDA5SGBw8RR5sCYRev/R1HB196rwt/pvFhg2L/71+/eK5Ky2NxPi4+5kRRLRMOqyO3+tAg2EYzh1HpVLBYrFwmyNfc2cIjEYjmpqaEBMTE/QxkUCBuLgVFxcjOzvbp+cKhZEpUgSanJxEbW3tad9r8WuvQXLjjWCys2Hs7AyoA5S/YLFYOLJcWVnJWasHIzODZVn8+c9/xt69e/Hhhx86ne5YA39YIxZYrBb5+jEYDAYcPnwYO3bsCPjGWqlUoqenB2eeeSYAYHJyEq2trdi4caNfKve2drIMw9htjsRiMVeB5WMDuxwYhuG8/Kurq5GYmOjX1xMCzGYzFAoFAPc0JAzDcOJvpVIJhmHsNrDeVPeIMHe5TePnnxsxPLy4ee3vX6x2DwwsbmSHhynQtOvvJkWxyMpisXEji+xsI8LDR1FWFomGhnRcf/1iyFkw9B2O4KNL4GzmPyoqCnq9HmVlZcuSZXeE0nFxwCWX0CdHmERQKpdeFyiKRU7OImFYv/50ApGWtrxpjSeZEYQsC1W0bJs7o1KpsLCwgISEBLuxNk9hm9lQWlq6KkiFSqVCa2srSktL/VIEcjYyRTawwRiZInkzU1NTTkkFAEh274b4449h+clPYPn5zwN6fP6A1WpFU1MTZzLh+L0OZGYGy7L461//igcffBAffPABtmzZwttzr8E51ogF+CEWZrMZBw8exEUXXRTwNjbRd5x11lno7+9Hf38/KisrkZGRwftrEYG2M5E2qe4plUpuA0tuuqmpqbx/LlarFa2trTAYDJBKpYKoTPkbpGpPPMA9/UxJ2iqZ+dfr9VwF1lNhsa9BYxYLMDJyimz09y9WzPv7F4mHVuvbBuC228yormYREwNERbGIjl78d0wMuP+OjgZ8KTp72iVYClYroNMBWi3Q3NyHkZEZsGwMZmctAOIQFpYIioqHxSKBTkedfOziv4eHKTQ1eX59JSS47jrk5bE+fTYE7mRGEAtdmqZDxnDBcXMUGRnJXUeuxtpsodVq0dTUhPT0dBQXF6/40U1g0Zmwra0N5eXlfrk/OSLYI1OEVCiVStTW1jrNm6FGRhBZWgqKZWFoawNrI2APRRBSERYW5tZYnz8zM1iWxTPPPIOf/exnePfdd3k31zly5Aj27t0LmUyGiYkJvPnmm7jiiiuW/JtPPvkEd9xxB9rb25Gbm4v//u//xk033WT3mL/85S/Yu3cvJicnUVVVhccff/y0UXchY41YgB9iwTAMDhw4gPPOOy/gabyzs7NoampCSkoKZmZm/DKX7GmStu0GVqlUcu5F6enpvIwQGAwGKBQKrs26GoSOMzMzUCgUyMnJwaZNm3jZiBDRqlKp5ITFZGTKnQqsv4LGWBZQq4HPP1fhP/+ZBsNsgFIZh4EBCh0dFGZn+avshoUR0rE43hMVBcTEsCf/f/Fn5N+2P4uMBH7zm3DMzgKuugTx8cBNN1lhMJwiAQsL9qRAp6Og1QJGo/83ll/9qhV79tAckUhK8vtLAlh6VMxsNkMul3MbESHOxy8HV2NtZJ7c8T2RUdWcnBxerL9DARMTE+js7ERFRQXS0tIC/vqBHpkiAYcqlcolqQCAsIceQsSDD4I++2yY3nuP12MINIgBgVgs9korxGdmBsuy+Mc//oG7774b77zzDs4991wv3tHSeO+99/DZZ5+htrYWX/nKV5YlFgMDAygvL8d3vvMd3HLLLfj4449x2223Yf/+/dixYwcA4OWXX8Y3vvENPPnkk9iyZQsee+wxvPrqq+ju7ubVGc+fWCMWWKxqkA2zt2BZFgcOHMBZZ50V8BRcjUaD//znP0hMTIRUKuWd2PiapE3ciwjJIGm4RJfhaUVibm4OCoWCq/SthvEBkh5eXFyMnJwcv7yGyWSyE39HRUVxY21LLej+cCGyFfA6jri5q++or6cRFQUYDIubd4MB0Oupk/+PJcewggmRiEFcHBAbu/hPTAx78t9AdDSDsDAjKEoHYAGRkTTS0iKxsJCIJ59MXPa5HYXSwYbBYEBTUxMXmLUSrmWiPyPXkl6vt9vAGo1GKBQKt8T4KwWjo6Po6elBVVUVUgRio+rPkSmWZTk77Lq6OtekhWEQWV4O0dAQTE8/Dfq667x+zWCDkAqRSITq6mpeJhS8zcxgWRYvvfQSbrvtNuzbtw8XXHCBz8eyHCiKWpZY/OQnP8H+/fvR1tbG/exrX/saZmdn8f777wMAtmzZgvr6ejzxxBMAFglxbm4ufvjDH+Lee+/163vgC6FXGhIoKIqCWCwGTQfWjWZubo7LbKirq+O92sdHPgVFUYiNjUVsbCw2btwIo9HIkYyenh7ExsZyJGM5EdfU1BTa29tRUFCAvLy8FV/pcwyB82d6uEQiQU5ODnJycrgwMaVSiaamJohEIo5kODrjiMXgdbPKMAwXblhfX39a52T7dgbZ2cyy+o6PPza5JDgsuziKpdcDBsNi54D8t16/SEAW/33q9+R3hKj09FD4z3+Wv3nu2GFFbS1rQxBO/TsubvHfERFmDAy0IiaGRV1dJSIilurAiQHEg2XjuEyTyckTePXVM6HRRGIp3cn27cIhFTqdDjKZDKmpqSgtLV0x1zJFUUhMTERiYiIKCwuh1+u5rmB3dzcAICUlBUlJSWBZdsW8b1cYGRnBiRMnIJVKkRSoFpkbiImJQUxMDNavX283MiWXy30amWJZljMgWJJUABAdOQLR0BDYhATQy4zQCBk0TUOhUPBKKgAgIiIC69atw7p16+wyM06cOMFlZojFYoSHh6OsrIz7u9dffx233XYbXn311YCQCndx/PhxXHjhhXY/27FjB2677TYAp/I+7rvvPu73IpEIF154IY4fPx7IQ/UJa8SCR4jFYlit1oC9HhFpr1+/Hv39/bxX+/yVpB0ZGYm8vDzk5eVx1o5KpRIDAwOcw5Rj1YhssAcHB4PWSg80iEOORqNBXV1dQEPgwsLCkJGRgYyMDDtnnI6ODlitVq5qlJqayusYmsVi4Wbt6+vrnXbfxGJg714Lrr8+AhTFOtV3PPKIZcmuCUUtaisiIoDERNumrfsN3MXOyfI30Ntusy5JvEjVPj091iMHN9sNbFFREfbuNeNb34o82Vn0/DMJJEgo2moYBYqOjsb69esRFRWF2dlZZGdnc445hLCTCuxKs5klWSQ1NTWCNtYIDw9HZmYmMjMz7Uament70dra6vbIlCOpcNmNp2mIPvsM4b/+NQDAetVVi7OYIQiapu3yV/z1HRaJREhOTkZycjKKioq4zIyXX34ZDz74ILKysnDuueciIyMDTzzxBP71r3/h0ksv9cuxeIvJycnTtEUZGRmYn5+HwWDAzMwMaJp2+piurq5AHqpPWCMWAG83tUB1LEjIjm14VH9/P2ia5o1cLCXS5hMRERHIyspCVlYWaJrmWtNkTpNsXicnJzEzM4P6+npBpSz7CxaLBS0tLbBYLGhoaAiqQ45IJEJKSgpSUlJQXFyMhYUFKJVKDA4Oor293S5V2pfjNBqNkMvliIyMRHV19ZJVwj17aLz4ovmkvuPUdzM7m/VZ3+Eu3O2cLNUlWFhYgFwuR1paGkpKSny6zq69NhyRkad/JikpBnz3uz0oKWExM+M6LyNQIFajBQUFy4airRSMj4+js7MTlZWV3Jw0qcCqVCp0d3fDZDLZWdkGWqvHJ0ghaHh4GLW1tQHPIvEFIpEISUlJSEpKQlFRETcyRTrsrkamWJZFR0cHZmdnlyQV4n37EH733RCNjXE/C3vnHTAXXgh6z56AvEe+QDoVLMuipqYmoMQ4OjoaeXl5uPvuu/Gtb30Lb7/9Np5//nm88MILiImJwUsvvYSFhQVccsklghm/Wy1YIxY8IiwszO/EgqZptLa2YnZ2Flu3bkVcXBynfaBp2ufqMcuyXKcCgF9JhSPEYvFpVfLJyUk0NzeDZVmkp6dDr9cjOjp6xVX2bGEwGLgNtj/G23wBRVGIj49HfHw8Nm3axI15TE5Ooru7G3FxcXbib3e/O2SDnZqaipKSErc2vnv20Lj8ctrvKdOu4GvnhIjx169fj/z8fF6uM2efydatNGZnE6FSqbixyaWExf4EcQVyJ5djpYCMAlVXV9ttcBwrsMRIYWxsDJ2dnV4ltAsBjkFwtunSoQh3RqZSUlKgVCqxsLCA2traJUlFxPXXA47SVrUaEddfD/OLL4YMuaBpGs3NzWAYBlKpNKj35OTkZGRnZ6O9vR3/93//h8LCQvz73//G73//e9x4443YunUrLr/8clx++eUoKysL2rWUmZmJqakpu59NTU0hPj4eUVFREIvFEIvFTh+TmZkZyEP1CWvibSyKjvggBF988QVyc3P9dsMkQUoikeg0kfaBAwewfft2nwKlfBVp8w1irRobG4u8vDxu5p84TJGbbihYU7qLUBamm81mTrCq0WggkUg47cxSYsjp6Wk0NzfzusEOJLxxxiJaoaKiIr+J8Z3BVlhMriXbjpM/q+REwFteXh4y7ia+goxvSqVSj0aBSEK77bVEzlFiYqJg1wV3MhtWCsjIlFKpxNjYGGiaRlJSEldYOW1kiqYXbWXHxpx7yFEU2OxsGDs6BB+QR0iF1WpFTU1N0Itfn3zyCa655hr8z//8D2644Qa7e8jY2Bj279+P/fv346OPPkJHR4dfOqXuirffffddtLa2cj/7r//6L0xPT9uJtxsaGvD4448DWPye5eXl4Qc/+EHIiLfXiAUWLxI+tBGNjY1IT09HXl4eD0dlj7m5Oc5S1pl7yscff4z6+nqvW85EpE3GqYK9uSObTWfWqiSkilSIiMOUUFJWvQUJjtq4cSPWr18f9HPgC4j9Jkn+piiKC+WznSUnblehXsH2xBmLVLCFsMF2tBv2tuO0HMisPRndXOmwdTWrra31aXyTpmku4FKlUnEBl+QfoVht2zohLWWvupLAMAza2tqg1WqxefNmjrQ7c5kSf/opIt2Y+Te+9x6Ys88OwNF7B4Zh0NzcDIvFIghScfToUVx11VX44x//iG9961tLrlkmk4nX4olWq0Vvby8AQCqV4g9/+APOO+88JCcnIy8vD/fddx/GxsbwwgsvADhlN/v9738f3/zmN3Hw4EH86Ec/Os1u9sYbb8RTTz2FhoYGPPbYY3jllVfQ1dUVkOwXPiCcGYsVAH+NQk1MTKCtrQ2bNm3Chg0bnF44vug7/CXS9hajo6Po7u5GSUkJsrOzT/s9cZjKz8/nHKZUKpXHDlNCwvDwMHp7e1FWVhYyi8dSEIvF3HmwnSXv6uqCxWJBSkoKKIqCSqXyu9tVIOCOMxbLsujv78fw8LBgxKxkzGPDhg12Haf+/n5equQsy+LEiROYmJgIuVl7b0E22CqVyqmrmacgWrO0tDQuH0ilUnEap6SkJE6XEazNPNEXzMzMLOuEtFJASIVOp0NdXR0iIiKQmJjocmSquKkJBW48LzU56fdj9xaEVJjNZkGQis8//xxXX301Hn744WVJBQDeO7KNjY0477zzuP+/4447AAA33ngjnnvuOUxMTGB4eJj7fX5+Pvbv34/bb78df/rTn5CTk4Onn36aIxUAcO2110KlUuHnP/85JicnUV1djffffz+k9gVrHQvw17FobW1FVFQUNm3axMNRnap6DQ4Ooqqqasnq5qefforS0lKPN2iBEmm7A7IJGR8fR2VlpceVTVuHKY1G49JhSkggowMTExOn5TWsRLAsi4WFBXR2dmJhYQEAuI1RqHeclgJxi1Gr1aipqRH83LmngW/OQFzNpqenUVNTs6LHYggYhuEEvLW1tX7/PhsMBu4czczMIDo62i79OxBrnm3VvqamJqhGE4ECwzBobW2FXq9HbW3tkuO4ZGTK8N572PTtby/73ELtWDAMg5aWFhiNRtTW1ga9UyaTybBr1y488MAD+NGPfiTI+/tqxRqxwOIFY7FYfH6ejo4OiEQilJSU+PxcRKQ9NzeHmpqaZVvpx44dQ0FBgdus1lGkvVyStr9B3q9Op0N1dbXPmxDbURyVSgWRSMRV0JOSkgQxo2z7nqVS6aoYHSDvWa/XQyqVAoDdxoikrKanpyM2NnZF3Cxs33Mobry80WXQNM1Vc0PxPXsDsvEyGAyoqakJuKsTyZ4h15NtmFhKSopfxLWebLBXCsh7JufZ7fdM04havx7UzIzTXwtZY2H7noVAKpqbm3HZZZfhvvvuw1133bUi7hMrCWvEAvwRi+7ublitVrugFm9ARNpisRhSqdSthcsT4bijSDvYpIIk0YaFhaGqqor3Rcs2h0GpVIKmaW7eP9CuOAQmk8kuUCjYC3UgYDaboVAoQFGU0/dssVi4TZFarUZERATXcRKyYHUpWCwWzo5RKpWuiPNMdBkqlQpzc3On6TKIBSVxi1kJ73k5kPdMxKzBfs+2YWJKpRImk4kjg6mpqbwQPZqm0dLSwo3FBPs9BwI+Ve0nJxFVVQVKq4V90syp9Jymn/4UzBVXeBXM5y8IjTy2tbVh586duO2223D//fevkQoBYo1YgD9i0dfXB51Oh8rKSq+fY3Z2lrPdLCsrc3sz1djYiIyMDOTm5i75OKHpKebn56FQKJCSkoLS0lK/bx7JjDLpZBgMBiQnJ3Mbo0AsmlqtFnK5HImJiR6d41CGXq/nHL7cCYEjglVyngDYkcFQsBu2zeWorKwMiWP2FI5OYBEREaBpGlFRUW4XRUIdFosFcrmcKxIIYTNoC5ZlOVtoWzJIOk7edAYJkaJpetWQR6IvMJlMnpMKloXk6qshfu89MOvXAxYLROPjp547Jwemhx/G9LnncoUVvV7vdjCfv2CrIxECqejs7MTOnTtx66234oEHHgj6/mUNzrFGLMAfsRgcHMTMzAw34uEp3BFpu4JcLkdSUhI2bNjg8jFCIxVKpRJtbW1BdUHS6XRQKpUBc5gible5ubkrPnGYgFjoZmZmoqioyOP3TEZxyHmyDRITqt0wIY/JyckBIcxCgFarhUwmg0gk4kYsg5WXESiYzWY0NTVBIpGEDHkkWjRCBsPDw7lryZ0xUavVygmShUik/AFfuzPif/wDku98B2xEBIyffgq2tBSizz4DNTkJNjMTzPbtp40/2ZJBZy5T/r53MAyD9vZ2aLVaQZCKEydO4JJLLsE3vvENPPTQQ6tiTQ1VrBELLG5czGazz88zMjKCyclJ1NfXe/z6vb29GBoaQlVVFdLS0jx+7ZaWFsTExKCgwLnvhNBE2kNDQ+jv7xeUC5LRaOTGpci8P58OUyR915Xb1UoEsdDlK2WZZVk7i9SFhQUkJCRwZFAIOpXZ2VkoFArk5OSsGvKo1WrR1NTEJYgDCFpeRqBgNBohk8kQFxfn1AI8FEDTNDcmqlKpYLVa7cig42bSYrGgqakJ4eHhqKqqCgki5StsMxu86c5Qo6OIrK8HNT8P8wMPwHrXXR4fg63LlK19t79IO8uyaGtrw8LCAud4FUwMDAzgkksuwVe/+lX8/ve/D8lrbTVhjViAP2IxMTGBoaEhbN261e2/sVqtaG1txfz8PGpra712i2lvb0d4eDiKiorsfi40kTbDMJwVY3V1NRISEoJ2LEvBcd7f3bA3Z7C1Ga2srLRL313JILbBZWVlfksNJWRQpVJhenoaMTExnPg7Li4u4N91QqQKCwuXHUtcKZibm4NcLl+SSDnTZZDzFEq20AR6vR4ymYwb4Qy143cG4thGzpNWq0VCQgJHBsPDw9HU1MSN9q2GzZ3tyJdX9qosC8nu3RAfPAi6oQGmDz8EfCQBxGXKXyNTLMuivb2d25MEuwgwPDyMHTt24PLLL8fjjz++Kr53oY41YgH+iIVSqcSJEyewfft2tx5vMBggl8s9Emm7QmdnJwCgtLSU+xkJvWOYRX/9YJMKi8WClpYWWCwWVFdXh4xTjDOHKbIpSk5OXnKhI/aTZERO6DajfMCWSFVXVyMpKSkgr2uxWLgRD7Va7fGIh68YGxtDV1cXysvLBdOF8zc0Gg2am5s96kg5S2gPhVRpAjLy5e1oX6jAkbQDQFRUFEpLS5GUlLRi3zeBowmBN12BsKefRsSPfww2MhLG48fBOhT++ACfI1Mkj2R2dhZ1dXVBJxXj4+O4+OKLccEFF+Cpp54S/NqwhkWsEYuTMJlMPj+HRqNBe3s7znbDg3p2dhZNTU1IT0/H5s2bfb5gTpw4AZPJhPLycgD2egqKooJ+QRLxbnR0NCoqKkJ2Lpe4rZB5/6UcpiwWi10LPdiLdCBgm10QTCLFMIyd+JukFfvDCYxlWQwODnJ5M6shWRoApqam0NbW5lNquq1IX61Wg2VZQesySHcmNzcXGzduXPGba2CRYDQ2NkIikSAqKgpqtRrAytbP0DQNuVzOubl58/6ogQFEbtkCSqeD+ZFHYP3+9/1wpPbwZWTKllTU1tYGvfA3OTmJSy65BNu2bcPf//73VTF2t1KwRixOwmw2w9ePYm5uDjKZDOeff/6SjxsfH0d7ezsKCwt5Ey339fVBq9WiqqpKcCLtmZkZNDc3Y926dSuqwmebgqtUKu0cpuLi4tDW1oaoqKiQJlKewGq1oqWlBSaTCVKpNOg3JgJXTmB8zPuzLIvu7m5MTU25lTezUjA6Ooqenh5UVFR4pQlzBtu8DJVKxY14pKen82aR6gtmZmagUCg4s4nVAIPBAJlMxpkQUBTl8jyR6ynY58lX2IrTpVKpdxtahoHkkksg/uwz0GedBdO77wIBLu55MjJFAjynp6dRV1cX9HOoVCqxc+dOVFdX44UXXlgV98+VhDVicRJ8EAutVovjx4/joosucvp7kiw9PDzstUjbFQYHB7kqsZBIBREsFxcXIycnJ6jH4m8Qh6mJiQnodDpIJBKsX78e6enpKzZRmsBkMkEul3OiTiHfCGzF3/Pz84iPj7fLYXAXxIpxYWEBNTU1K/4cA/bdGX+PuQlJl6FWq9HS0oKioqIVv44R6HQ6yGQypKeno7i42OXnrdPpuBHE2dlZLuQyLS0tKDonX0BIBbEO9rZKHvb444i4916wMTEwfvkl2CXcGgMFVyNTqampmJiYEAyp0Gg0uOyyy1BUVISXXnppVVgZrzSsEYuT4INYGAwGHD58GDt27DhtMSUibbIJ4XtEhDhSSaVSQZAKlmXR19eHkZGRVSVYJha6eXl5iIiIsEuUJpvXlZIoTUCsVZOSkngZ6wskTCaT3bx/dHQ0t3mNj493eZ6sVqvdmFuwXVMCAVIYmZiYCHh3Jpi6DDLy5U8TAqGB6EiysrKwadMmt9crR51TWFiYnc5JyOMsVquVC6b1hVRQ3d2IPOMMUEYjTI8/Dvqb3+T5SH2H7cjU1NQUWJZFeno6MjMzgzraNjMzg127diE3NxevvvrqqlhXVyLWiMVJ8EEszGYzDh48iAsvvNDuwjQYDJxFX3V1Ne8XC8uymJycRHt7O3Jzc5GRkRHUzStN05yrRHV19aoRLA8PD6Ovrw/l5eVIT0/nfsenw5TQQMZDVkIuh9Vq5UT6arUaYrGY2xTZivRJdyYiIgKVlZWC7s7wBVvtTE1NjUedHb4RSF3G2NgYuru7eR35EjoWFhYgk8l81pEwDGNnZWuxWLj8mdTUVEFtGknIYVhYmG82ulYrJBdcAHFjI+gLL4TprbcAga6JZIxTqVSiqKgI8/PzQQ3mm5ubw549e5CSkoK33nprVWgSVyrWiMVJWCwWzj3JWzAMgwMHDuC8887jLoqZmRnI5XJkZGT4JSjLVk8xNTVlt3nNyMhYtvLKN0wmExQKBUQiEaqqqgR18/AXbOfsl7PQtXWYIuI6dx2mhIapqSm0t7evyPEQ200REemnpKQgISEBw8PDIdmd8RY0TaO1tRV6vR41NTVBH5WwhT91GcPDw+jt7UV1dfWqEeTPzc2hqakJGzZsQH5+Pm/Py7IstFotd54WFhYQHx/PEfdgWg7zmc0RtncvIn75S7AJCTD+5z9gBZpXxLIsenp6oFQqUVdXZ0ceghHMt7CwgCuvvBLR0dF45513VsVY6UrGGrE4CT6IBcuyOHDgAM466yxER0djbGwMHR0dKCoqQl5eHu8XpCuRtqM9qlgs5irk/hwbWFhYgEKhWFWbLjLiZjAYIJVKPVoQbR2mHMOpUlNTBV0JHxoaQl9f36qo5BJ//5GREYyPjwOAXfK3kDbafMNqtdpZbgp93tmVLsOTEUSWZTEwMIDh4WFIpVLBZu3wjdnZWcjl8oCI021HEKenp4NmOUxIRUREBKqqqjx/XZrmErSh1yPixz8GZbXC9Le/gb7+ev8ctI8gI42Tk5Ooq6tbMlQ0EMF8Op0OV111FUQiEfbv3++Xbuhf/vIX7N27F5OTk6iqqsLjjz+OhoYGp48999xzcfjw4dN+vnPnTuzfvx8AcNNNN+H555+3+/2OHTvw/vvv837soYg1YnESfBALAPjoo4/Q0NCAiYkJjIyMoLq6GqmpqTwcoT0IqWBZdsl8ClJ5Jd0MlmXtKuR8zbySYDBS6QrlkRh3QUZiSPvcl03XUg5TaWlpgun8kErXxMTEqtp02eY1pKWlcWSQbF5txd8r5btvNpvtNl1Cno93Bm90GcHUkQQT09PTUCgUQek+kkIY2bwSa2iyefUXmbVYLJDJZF4H/on37UP43XdDNDZm93O6thamw4cFOQLFsix6e3sxMTGxLKlwhD+C+QwGA66++mqYzWa89957frneXn75ZXzjG9/Ak08+iS1btuCxxx7Dq6++iu7ubruRZYLp6Wm7XDONRoOqqio8/fTTuOmmmwAsEoupqSk8++yz3OMkEknAMpuEjjVicRJWq5VLp/YFBw8eRHR0NMxms19E2iRJmwTfeSLSZlnWLoPBYrFw3v6+VMjJyMDmzZtXlbjRn4Jl4jClUqkwPz+PhIQErusUrDaxrXampqbGo5tSKGNiYgIdHR3YvHkz1q1bZ/c7x81rZGQkR9xDWT9DdGFxcXEoLy8P+e6joy6DYRiOZJDKK7Hc1Gg0QdeRBBLE8aqkpMTrPBK+YFtgUalU0Ol0SEpK4s4VX2sfIc3EDtwbUhFx/fUAy8L2CmcBgKJgfvFF0Hv28HKsfIGQivHxcdTV1fn8/SYjU2q1GjMzMx6PTJlMJlx33XWYnZ3FBx984Lci1ZYtW1BfX48nnngCwCJBys3NxQ9/+EPce++9y/79Y489hp///OeYmJjgPrObbroJs7OzeOutt/xyzKGONWJxEnwQC71ej08//RSxsbGor6/3i0ibryRtMt5BSIY3FXKGYdDT04OpqSlUVVUhMTHRq2MRNGxa3WxmJpjt26GZnUVLSwvy8vICEpJFEnCVSiXnMEU2r4ES6VssFigUCrAs6xcDAqGCjHxVVVUt62zmSj9DxN+hUvHXarVoampCWloaSkpKQpYcuYIrXYbFYoHZbEZ9ff2KHm+zhVKpRGtrq2AdrwwGA3eeyOaVXFPeagfNZjNkMhkX1urN+FNkaSmosTE4e3WWosBmZ8PY0QEI5JonLo1jY2O8kApHeDoyZTabccMNN2B8fBwfffSR3yr9ZrMZ0dHReO2113DFFVdwP7/xxhsxOzuLffv2LfscFRUV2LZtG/72t79xP7vpppvw1ltvISIiAklJSTj//PPx4IMPrhr3y+WwRixOwldiQUTaLMv6ZZG2HX0C4LcKuVKpxMLCApKSkjiS4ewma7FY0NraCqPR6LG2IFTAtboNE0CyCJhmYIlIh+Kmm5D0rW8FpbpH7BzJ5jUQDlMGg8EuNT1UNsi+gIzEjI+PezXyRfQzhBASRxzSHRSqVoEkS+fk5IS8y5e7WFhYQEtLC4xGIxiGsRMVrzRraFsQJ8GKigqnIyFCg+PmVSQSeUzcCamIiYnxuhMnOnIEkZdeuuzjjO+9B+bssz1+fn+gr68Po6OjqK2t9btLo+PIVEdHB/7v//4PF198Ma666ips3LgRN910E/r7+/Hxxx/7ZVScYHx8HNnZ2Th27Bi2bdvG/fyee+7B4cOH8cUXXyz5919++SW2bNmCL774wk6T8a9//QvR0dHIz89HX18ffvrTnyI2NhbHjx9fFffH5SBcdWiA4cvNY3R0lAuBm5iY4GWkyhbejj55gpiYGOTn5yM/P5+rEk1NTaG7u5sLEEtPT0d0dDS30YyMjERDQ4OgRcbeQrxvHyK+dT3wlUhg06mFOKx3DnV/+h3MlZVBaXWHh4dj3bp1WLdund1sskKh8IvD1MLCApqampCenr4iq9fOwDAMOjo6MDs7i/r6eq+qeyKRCMnJyUhOTkZRURG0Wi2USiWGhobQ3t7OjXekp6cLpjpOdCSbNm1CXl5esA8nILBarejp6UF4eDgaGhrAsixH3AcGBoImKvY3xsfH0dXVhaqqKr9u7PhEeHg4MjMzkZmZaUfcu7u7YTKZkJKSwlXJnVmVmkwmyGQyxMbG+jTeR01O8vo4f6O/vx8jIyOoq6sLiPW7SCRCUlISkpKSUFRUhOzsbExMTOC9997Dww8/jKioKEgkEjz//POC1yQ888wzqKioOE3o/bWvfY3774qKClRWVqKgoACffPIJLrjggkAfpuCw1rE4CZqmYbVaPfobYjM6NjaG6upqpKSkQCaTIS0tjbcbsyvnp0DBbDZznYzp6WlERkbCZDIhLS0NZWVlK5Odk1b3udOgNoYBIpvPnGHB9tNgDycLqtXt6DDFh35Go9GgpaUFGzZswIYNG1YFqbBarWhpaYHZbIZUKvWLlzoh7kqlkksqDnZ4IgmBc6YjWakg2QVisdhpWjzRZZBRHGe6jFDE6Ogoenp6VoyNLsuydm5g8/PzXNcpNTUVsbGxXKciLi4OZWVlPhHEUOpYDAwMYGhoKGCkYinQNI2bb74ZR48exfbt23Ho0CGEhYVh586d2LVrFy6++GLexdu+jELpdDpkZWXhV7/6FX784x8v+1ppaWl48MEHceutt/Jx6CGNNWJxEp4SC5K8q9PpUFtby1U1FQoFEhISePEAJ10KISRpA4thUZ2dnYiJiYFer19RQW+2EB05gsjrLwN+uMRC/LgWxhf3B/3G4QyO+hm9Xs/Zo6anp7uljxgfH0dnZ+eq2miazWY7l69AbBzNZrNdUjGpkBNr6EBcU2SjuRqsgwlMJpOdeHe5AokrXUaoWQ6TEM/q6mrBV4u9haOhQnh4OGiaRnx8vE+J2gTU4CAiKytBuZhMEIrGgpCK2traoLubMQyDH/7wh/j0009x6NAh5Obmwmq14vjx43jnnXfwzjvvoK+vD+eeey5+85vfoL6+nrfX3rJlCxoaGvD4449zx5KXl4cf/OAHS4q3n3vuOXznO9/B2NjYstqJ0dFR5OXl4a233sLu3bt5O/ZQxRqxOAmGYWCxWNx6rF6vR1NTEyQSCaqrq+3mpVtbWxEZGYnCwkKvj4U4P5GRKl9E2nyAZVn09/djeHgY5eXlSEtLOy0rQyQScSQjKSkppEcGxK+8Aslvvg1cv4Tr0Yt6mO7/X9DXXBO4A/MSpJqnVCqXdZgiHv5DQ0OorKxcNWI0Ibgg2ToXqVQqALCrkPPdHWRZFoODgxgcHFzRG01HkHMdHx/vdfWaj7yMQGNgYACDg4OoqalZNTbROp0OMpkMYrEYNE1zQZekm+Gp1okaGoLk0kshGhriHKAomy0Ue/K8B9sVilzXQiEVd955Jw4cOIBDhw5hw4YNTh/X29uLd955B5dddhmKiop4e/2XX34ZN954I5566ik0NDTgsccewyuvvIKuri5kZGTgG9/4BrKzs/HQQw/Z/d1ZZ52F7Oxs/Otf/7L7uVarxQMPPICrrroKmZmZ6Ovrwz333IOFhQW0trauJYZjTWPhMaanpyGXy7Fu3TqUlJScdlMiC5i38LdI21PQNM3Nm9fV1XGLlG3oHsnKUCqVaGtr81tWRqDAZmYC08tkmkwzi48LAcTExCAmJgYbNmzgHKZUKhVOnDiBmJgYO/1Md3c31Gq13ble6SA6koyMDBQXFwdtUygWi7nNKbGGVqlU6Onp4WbIyWibr65ctnkNq+lc63Q6NDU1ITU11SfNkO01RbpOQtVlkMLQyMgIamtrER8fH9TjCRSMRiPkcjlSUlKwefNmAMD8/DzUajWndUpMTOTO1XL22dTAwCKpGBkBU1AAy223Ifzhh0HZ5Fiw2dmwPPJIUEnF0NAQBgYGBEMq7rvvPrz77rv45JNPXJIKANi0aRNuv/123o/h2muvhUqlws9//nNMTk6iuroa77//PjIyMgAsdvEcr9Hu7m4cPXoUBw4cOO35xGIxWlpa8Pzzz2N2dhZZWVm4+OKL8etf/3qNVJzEWsfiJNzpWNiKtF1pKHp6emCxWFBWVubxMRCRNk3Tghh9MpvNaG5uBsMwqK6uduuiISMDZAzHbDbzkpURSEyNjyNz61ZEXmIAtVHsRGNhBXs4Jeitbl/h6DAFLBLZzZs3Iz09Pejfv0Bgenoazc3NgtaRkBly0slYWFjgNkTe5JowDIPOzk5MT0+jtrZ21eSREAKZlZWFTZs2+eVcO9NlkPUvGLoM2+yCQDgCCQUGgwEymQzJyckoLS11eq4NBgM3hjg9PY3o6GiOZDiO9lJ9fYukYmwMTGEhTO++CzYry6kdeTDvCWTUTQgEkmEY/OIXv8BLL72ETz75hNcuxBqEjTVicRIsy9qlLTr+zlGk7Qp9fX3Q6XSorKz0+PWDKdJ2hFarhUKh4MYFvOk6sCwLrVbLpX7rdDqu6iqkNGkClmUxNDSE/v5+NIyNIe327wJfiQK1yWYz0GsB+7oBlrv+G9b77gvewfIIEhbFMAzi4uKg0WjsMhhSUlKCXnX1B4hguaSkBNnZ2cE+HLfhmGtCuk5paWmIi4tbcu2gaRqtra0wGAyQSqUhow3wFXNzc2hqagoogQy2LoPct5RKpZ0OcKXDYDCgsbHRo66U1Wq1s7IFTo0hpk5PI/ryyyGamABTXAzj/v2AAHVnhFQIYdSNZVn85je/wTPPPINDhw5xHaM1rA6sEYuTcEUsLBYLmpubYTAY3EpjHRwcxMzMDKRSqduvLTSRNnEDys3N5dXL3jErIzExkRvDCfYGh2EY7iYslUoRHx/vNMeCNUaC0uvBZmTAcPw4cLKdGqrQ6XSQy+WIj4/ntAXOMhhCreu0HEZGRnDixImQFyyTrhPZEIWHh9uJv20JIVnLGIaBVCoVbJYG35ienoZCoQi6jW4gdRm2KeJ1dXUrMmfIGQipSEtL83qs0TaHQSeTofaeexA5PQ3Tpk3Qv/MOJAK0Yh4ZGUFvb69gSMXevXvxxBNP4ODBgx4XWdcQ+lgjFifhjFjo9XrIZDJERUWhqqrKrRvx6OgoJiYm3HI1EJpIG1hcoHp6elBaWurXADij0ciRjNnZWcTFxXEkI9CVNWIx6jTsz7HVXV2NyPPPh6izE/R558G0b1/IjkPNzs5CoVAgKysLhYWFTr97zhymbBPaQ22mlCTQjo6Oorq6ekWlxTMMYyf+trVHjY+PR3NzMyIiIlBVVRVyuidvoVKp0NraipKSkqAEWrqCoxtYREQEd035qssgOSxzc3Oora0NetEmUCD3a19IhS2ozk5E7twJSqmEsagITb/7HdQiEWJjYznyLgShPnF1q6mpCfp6xrIs/vznP2Pv3r348MMPUVtbG9TjWUNwsEYsTsKRWGg0Gm7TVVxc7PZCPzExgaGhIWzdunXZ17MVaQebVLAsi56eHkxMTKCqqiqgDjHEHlCpVEKj0dgJiv29cBOBX0REBCorK90ij1RnJyLPPhuUXg/zz38O609+4rfj8xeI0N7TKq4zhylykxX6rD7DMOjq6oJGo4FUKl3R8+a2YzhTU1MwGAyIiIhAQUGB25bDoQ6SLF1eXs4JNYUIPnUZDMOgra0NWq0WtbW1IUf8vYVer0djYyMyMjJQVFTkO6lob18kFWo1mIoKGP/9byA11Y4QEitbEsrHVyipJyCkQiqVBt3VjWVZ/PWvf8VvfvMbfPDBB6eFyq1h9WCNWNjAZDIBWKzad3V1oaSkBLm5uR49h1KpxIkTJ7B9+3aXjxGansJqtXJz19XV1UHdIFqtVjtBMank+SMrY2FhgXMNKS0t9eimIP6//4Pk1lvBikQw7RdmnoUrkDGg8vJypKene/08JpOJq45PT08HlBB6CqIt0Ov1qKmpWTVVXK1Wi6amJiQmJiIuLo4LECOEMC0tbUXO3pMNV2VlZcgkSwO+6TIYhuE6rzU1NauCPAKnLGUzMzNddl49AdXSgshduxZJRVUVjO+8AzjRVZIOISEaFovFzsrW35//2NgYuru7BUMqnnnmGfzsZz/Du+++u+T+Zw0rH2vEwgZGoxFdXV0YHx+HVCr1KpVUo9Ggra0N55xzjtPfC41UeFOxDxRIVgapkPOZlaFWq7lU6fz8fK/OQ8SttyLs//4vZPQWxCGGmBDw2Ta3dZjSaDSIiIgIeNDbUscml8tBUdRpuTMrGXNzc5DL5cjNzcXGjRu5c2AymbhrirjhkDGc+Pj4oK9JvmJwcBADAwMrIpvDXV0GTdNobm6GxWJBTU3NqvmO63Q6NDY28ub0RSkUi6Riehp0TQ1Mb78NuPEdIkYlpCC2sLDgV/I+Pj6Orq4uQaSnsyyLF154AT/5yU/w9ttv49xzzw3q8awh+FgjFidB0zQ+//xzrtrjbdV+bm4OMpkM559//mm/E5pIe25uDgqFAmlpaU4zOYQE26wMpVLJzY+TcQFPZsZHR0fR3d3te6q0TofIc84JCb0FmbuemZlxy4TAFzgGvQXTYcpoNKKpqQnR0dFuJSyvFGg0GjQ3Ny876kY6hGTWn2RphGLQpW1eQ01NTdDtNvmGM10GuaYGBwcBAFKpdEWYK7gDrVYLmUyG7OxsXkxGRE1NkOzaBWp2FnRd3eJ67mXxxWg02lnZRkZG2lnZ+nJdTUxMoLOzUzCk4qWXXsJtt92Gffv24YILLgjq8axBGFgjFidBAqOys7N9Wpi1Wi2OHz+Oiy66yO65hSbSnpqaQnt7OzZu3Ij169cH/Xg8gWNWhslk4maS09LSXJ4/UrEnwl0+qpmhoLewWCxoaWmBxWKBVCoN6Nx1MB2myBgQsZ0MpU2yLyA2up4SZ1vyrlKpQNM0Nz8udDcwohGbnJxcFXkNhLxPTU1hcnISAJCeno6MjIyg5GUEGoRU5OTk2HXjvIWosRGS3btBzc2B3rIFpjffBHhyV7LtvKtUKgDgritPzxUhFVVVVUva3gcKr732Gr73ve/h1VdfxaWXXhrsw1mDQLBGLGxgsVjAMMskLi8Dg8GAw4cPY8eOHaAoSpAibTIq4OuMvRBg24JWKpVcVgapupI5V5qm0d7ejvn5eUilUl4r9kLWW5BRN4lEgsrKyqBuOGwdpkiuib8cpmZnZyGXy5GXl8fLxiNUQLQFvtrosiyL+fl5jhAK2Q2MZVm7bpzQTQT4gsViQVNTE8LCwpCfn89tXgOdlxFoLCwsQCaTcXboHsPB6Q9hYZBcdRWo+XnQZ5wB0xtvAH5KrF5KQ5OamrqkLfDk5CQ6OjoEQyr27duHW265BS+99BJ2794d7MNZg4CwRixswAexMJvNOHjwIC688EKIxWJOT0FRVNArpiRxV6PRoLq6esWNCgCnuxYlJiYiOTmZ02hUV1f7RVRnp7c4ehSi3t6gp7GSir034vRAQK/Xc4SQT4cp4nhVWFjosflCqIIUDAYHB/2iLSDnisz6x8fHc+cqmOJvWxek1STKN5vNnBV6ZWWl3bWt1+u5NXBubg6xsbEcIRSaqYKnIKSCFAw8BZdNNDbG/YylKFAsC/rMM2F6/XUggN0ucq5UKhVmZ2cRGxvLdTNs9U6kC1lVVSUIM4L9+/fjpptuwgsvvICrrroq2IezBoFhjVjYgA9iwTAMDhw4gHPPPRdhYWGC0VOYzWa0tLTAarWiurp6VdyAjUYjRkdHMTQ0xKVKZ2Rk+GczZKO3YCUSUCcdxgCAyc6GZe9e0Hv28PuaS2B6ehrNzc0hU7F3FBR76zBFnFLKysoEbTHKJ2zHgGpqahDnp2orga09NJkfJxtXvp3blgIRLJvN5lXlgmQymSCTyRAbG8uFWrqCM3tUVwGKQsf8/Dyampqwfv165Ofne/z34n37EHH99QDLwvEbygIw//3voK+9lpdj9Qa2YZcajQZisRipqakIDw/H0NAQqqqqBBHmeeDAAXz961/H008/ja997WvBPpw1CBBrxMIGfBALAPjggw+wbds2REZGCoJU6HQ6KBQKxMTErCoB68zMDJqbm5GVlYX169fbuRYRJ5z09HTExcXxco7Ef/kLIu655/Sb1snnNr/4YkDIBfHvLykpQXZ2tt9fj284S5Mm58qVwxTLshgYGOBuwMEWNQYKRJQ/OzsblDEgq9VqNz8uEom4EZzk5GS/rTVWqxVyuRwAVpXTl9FoRGNjIxITE1FWVubRuuUqLyMUNDTz8/OQyWTIz8/Hhg0bPH8CmkZkaSmosbHT1mdgcY1ms7Nh7OgQhAEH0TsNDw9DrVZDJBLZWdkGaxTx0KFDuPbaa/E///M/uOGGG4K+t1mDMLFGLGxgtVo5gbU3ICLto0ePgqIoZGRkICMjAzExMUG7AKenp9HS0oLs7Gxe7PhCBWRzXVRUdNo4jGNWBtm4ZmRkeF9xFcCNi2VZDA0Nob+/P+T8+13B0WEKAFdxJRtXlmXR3d2NqampgFTshQKSzWEwGFBTUxN03QMR6pNzRYT6ZDPE1+bfbDZDLpcjPDx8VaWIGwwGNDY2cqONvqzlRENDzpWQdRlzc3NoamrynlQAEB05gkg3xMXG994TjEZOpVKhpaUF5eXliImJ4Qjh/Pw8N4pIrGwDcV//9NNP8dWvfhWPPfYYvvnNb66avcQaPMcasbCBL8SCZVnOStbRwjEyMpIbweGrOu4OxsbG0NXVheLiYuTk5ATkNYMNW3G6OwJWV9aoGRkZHtltBvvGZbu5lkqlK1I/w7Ist3ElDlMpKSkwGo2wWCyora1dUvy4kmCxWNDc3AyGYSCVSgVXsSdCfTIypdPpkJSUxI1MebtxJWNApPsaSqM8voCEwPGVLO0IoeoyCKkg7oXeQvzKK5DcfPOyjzM9+yzoa67x+nX4gi2pcBzpNJlMdiNTEomEIxn+Gm/7/PPPceWVV+Khhx7Cd7/7Xd6/D3/5y1+wd+9eTE5OoqqqCo8//rjL5O7nnnsONzucS4lEAqPRyP0/y7L4xS9+gf/93//F7Owstm/fjr/+9a8oLCzk9bjX4BzC7X2GEBydnyIiIpCVlYWsrCzQNA21Wo2pqSk0NjYiPDycIxn+mke2tVX1NugvFMEwDLq6uqBWq1FXV+fW5pr49qelpdlVXNvb20HTtNtZGdRJy8fl4O7jPAFN05yAtaGhYcVurimKQlJSEpKSklBUVISZmRm0t7fDbDaDZVl0dnYK0rWIb5jNZjQ1NSEiIgJSqVSQFXuKohAfH4/4+HgUFBTAYDBAqVRiamoK3d3d3MaV6J3cWQcNBgNkMhkSExOxefPmVUMqiLUqXyFwzhAdHY3169dj/fr1drqMwcHBoOkyiLNbQUHBklks7oDq6XHrcWxmpk+vwwdIeKszUgEsbqKzs7ORnZ1tN97W2tpqN96WkpLCS8GhsbERX/nKV/CrX/3KL6Ti5Zdfxh133IEnn3wSW7ZswWOPPYYdO3agu7vbpWtlfHw8uru7uf93PKZHHnkEf/7zn/H8888jPz8fP/vZz7Bjxw50dHQIqhu3UrHWsbABTdOwWq0e/Y0nSdq23uMqlQpisdhudpyPBZtsMhcWFni3VRUyrFYrWlpaYDKZIJVKfV48bEcFpqam7LIynI11BKtjYTaboVAoQFEUqqqqVpWAtampCRKJBFVVVTCZTKe5FpFrayXZjxoMBjQ1NSE+Ph5lZWUhubkmG1eidyIV16U0NKRin56ejuLi4lUzhkEEy47p6YFCsHQZhFRs2rTJN2e3uTlE3Hknwl56CcCiSFvIGgtCKjZv3oxMD0mOrUU0sfNOSkrizpU366BCocBll12Gn/70p7jrrrv88v3bsmUL6uvr8cQTTwBYLBDm5ubihz/8Ie69997THv/cc8/htttuw+zsrNPnY1kWWVlZuPPOO3HXXXcBWOx8ZWRk4LnnnlsTnAcAa8TCBp4SC09IhSOIOIuQDJZluY1QcnKyVxsGo9EIhUIBsVi8qjaZ/s5qcJaVQTz9uawMorEYHwfl4pJiY2NhGBkBeDovZJNJ3GGEWLn2B3Q6HZqampCUlOS0cu3MYYpsXAM5isg3iH3wStpcOwsPs01pF4vF3OY6JyeHl4TlUAEf2gI+EShdxszMDORyOYqKinwa4RV99hkibrkFouFhsCIR6N27Id63DwDs1uhAm2u4gkajQXNzM0pLSz0KtnQFg8HAXVczMzPcOpiamurWtERbWxt27tyJ22+/HT/96U/9ct2ZzWZER0fjtddewxVXXMH9/MYbb8Ts7Cz2nTxftnjuuedwyy23IDs7GwzDoKamBr/97W9RVlYGAOjv70dBQQHkcjmqq6u5vzvnnHNQXV2NP/3pT7y/jzXYY41Y2MBdYkFE2kRT4avzE8uyXOKtUqn0aASHYGFhAXK5HMnJyatqTGB+fh5yuRxpaWkBS1d2lr+QkZGB7C++QOzJ2U+7GxdOVcmsO3fC/OyzPnulk/edkZGxYjaZ7mBubg5yudxtMwJXQv20tDQkJSWFzOc2OzsLhUIRtMp1IGCroVGpVDCZTIiPj8f8/DzWr1+PTZs2BfsQA4aZmRkoFApexoD8BWe6DHLf8laXMT09DYVC4RupMJsR/uCDCPvDH0CxLJgNG2B++mkw27Y5zbFgcnJgeeSRoJIK8r75IhWOsFgsHIEnLlO2I1OOe4zOzk5ceuml+M53voMHHnjAb+vN+Pg4srOzcezYMWzbto37+T333IPDhw/jiy++OO1vjh8/jhMnTqCyshJzc3N49NFHceTIEbS3tyMnJwfHjh3D9u3bMT4+bvdZXnPNNaAoCi+//LJf3ssaTmGNWNiAYRhYLJYlH2NLKAD+k7RJVWhqagpKpRJms9luBMdZNZ7MV5LK1krcdDiDEN630Wjkbq4zMzPIl8tR8te/InxqinsMk5MD+itfQdhTT4EymcBUV8P02mtgvbyBkHY52XSslvNN3vemTZu82mzZjnUolUoApztMCRGkkunt+w5FsCzLmU9IJBKYTCYkJiZypHCl6oiAU+fb14p9IOEqL4MQeHcKPmRzXVxc7LVNNtXVBck3vwlRczMAwHrDDTA/8ghgq7dzSN4OVoApAXnfJSUlyMrK8vvrES0h6WY8++yzGB4exqWXXoqrrroKJpMJl156KW688Ub89re/9Wuxzhti4QiLxYLS0lJcd911+PWvf71GLASANfG2B3AUafvjgqMoCgkJCUhISEBhYSG0Wi2mpqbQ39+P9vZ2pKSkcDfXsLAwDA8Po6+vb1UFggHAyMgITpw44dUsKp+IjIxEbm4ucnNzF2+umzfjP+efD3z6KeK0WkQXFCDmkksQl5gI+oorILnmGogUCkjOOQem118HW1Hh0euRzVZZWVlQ33egMT4+js7OTp/et61Qv7S0lKuOd3V1cQ5TrjQ0wQKxTd68ebNfKplChUql4oIO161bZzfW0dPT43WAotBBiiWB2mTyBUfDEkLg29ra3NJlEDLl9ftmWYQ99RTC778flNEINjkZ5ieecN6FEIsFYylLOlPFxcUBO98ikQjJyclITk5GUVEREhIS8Morr+Dll1/GL37xC4hEItTX1+NrX/ua36+r1NRUiMViTNkU4oDFpHF31/nw8HBIpVL09vYCAPd3U1NTdmvm1NSU3WjUGvyHtY6FDZbqWPiip+ALtnP+Wq0WERERsFqtKyazwB2wLIsTJ05gfHwc1dXVSExMDPYhOQUJDpuamrIbwVlnMCD95psh6ukBGxsL0z/+Aebii5d9PpZl0d/fj+Hh4VUVAAeAsw+urKxESkoK78+/lIYmmA5ThDy7Y5u8kjAxMYGOjg5UVFQ4dYUhAYpE/B3KadK2UCqVaG1tXVFFA1tBsVKpdKrL8JlUTExA8t3vQvzhhwAA+oILYH7qKa87woEC0ZL40qHhE0NDQ7joootQWFiIxMREfPjhh0hNTcXu3buxa9cunHPOOX7RbW7ZsgUNDQ14/PHHASzuw/Ly8vCDH/zAqXjbETRNo6ysDDt37sQf/vAHTrx911134c477wSwODqcnp6+Jt4OENaIhQ1YloXZbHb6c9Kp4Hv0yRtYLBbI5XIYDAZIJBJotVokJiYiIyNDcOFGfCJUHa8cszLCtVps2bsX8Y2NYMViWP7wB1hvucXl3zMMg87OTkxPT0MqlSLWR31GqIBlWfT09GBycjKg2RyOs+OBdpiyTRGXSqWCJc/+ACFTVVVVbpFIR9cilmXtquNCHW9zBOlMuSJTKwXk2lKpVJidnUVkZCSMRiM2btyI/Px8j++t4n37EPHDH4LSaMBGRsLy4IOw3norIHByOTs7i6amJsGMu42NjWHHjh248MIL8eSTT0IkEsFoNOLQoUN4++238fbbb0Or1eKSSy7Bk08+iaSkJN5e++WXX8aNN96Ip556Cg0NDXjsscfwyiuvoKurCxkZGfjGN76B7OxsPPTQQwCAX/3qV9i6dSs2bdqE2dlZ7N27F2+99RZkMhk2b94MAPjd736Hhx9+2M5utqWlZc1uNkBYIxY2cEYsiJ4imJ0KW+j1eigUCkRFRaGiogJhYWEwGo2cLSrZCJGsjJUyi7xSbFW5+daxMaT97GfIOVllm7vlFogefRRihxEcvm10QwUMw6C9vR1zc3OoqakJmmVsoB2mbMnUakoRB4CBgQEMDg56TaZYlsXc3Bx3voxGo13nSahrxvj4OLq6ulZV5xlY7Ey1t7cjLi4OOp3OM13GwgIi7r4bYf/4BwCAqayE6e9/B1taGqCj9x68WenyhMnJSVxyySU444wz8Mwzzzgl4yzLoqmpCR988AHuvfde3ruCTzzxBBeQV11djT//+c/YsmULAODcc8/Fhg0b8NxzzwEAbr/9drzxxhuYnJxEUlISamtr8eCDD0Iqldod7y9+8Qv87W9/w+zsLM4880z8z//8D4qKing97jU4xxqxsIEtsfC3SNsbEGeYdevWuUxfJRuhqakpzMzMIDY2liMZoVLhd4ROp4NcLue8+0OlCrkcWIYB8+tfI+6RRwAAE1u3Yvi3v0VqXh5SU1PBMAzkcjnCw8NRVVXlN894oYGQKbPZDKlUKpiwu6UcpvgYwWEYBh0dHZidnQ0qmQo0SKDn2NgYampqeOlMsSwLnU7HVceJexshhUL5bEmHprq6elWNNzomS3uSlyH6/PNFG9mBAbAUBevtt8Pys5/xZuPtTxALYaGQCqVSiUsvvRQ1NTV4/vnnV809Zg3+xRqxcIDJZAqISNtTkLnjoqIitxcki8XCkQyNRoPo6GiOZISK4HF6ehrNzc3IycnxW+pssCF++WVEfOc7oMxm6MvL0fSLX2A6IgIURSE2NhaVlZUrpvO0HMxmM+RyOcLCwgRNphiG4ewb+XCYomkaLS0tMBqNqKmpEQyZ8jdYlkV3dzeUSiVqa2v9Vvwg7m0qlQrT09OIjo7mSGF8fHxQ1pWhoSH09/evunE3oiVxlSztUpeRmIi8555D5B//CIphwOTmLtrInnlmEN6F5yCkQigWwhqNBpdddhmKi4vxz3/+UzCGFWsIfawRCwcYjUYwDAOapgUx+mQr2q2oqPC6VU6qrURMLJFIOJIRrBvrciBkqri4WBBzqP6E6NgxSL72NVAaDazZ2fjsvvsgKitDnEIBenQU4pwcSC68EOnr1q1YkqHX67lU6fLyckEQenfgmL9gNps9cpiyWCxQKBQAgOrq6lVzg7ft0NTW1gbse23bedJoNJxbWHp6utvWqL6CjH3V1NQgISHB768nFExNTaGtrW1pLYmDHaxWKsVcUxPSb78dcd3dAICZyy+H5Q9/QExWliDvXY6Yn5+HTCbDxo0bsX79+mAfDmZmZrBr1y7k5ubi1VdfFeyY4BpCE2vEwgZtbW1QKBS44IILBLHZpmmamzPnU7RL0m4JyQgLC+PEqYmJiUF/37biVV/IVKiB6u1F2J49CB8cBB0ZCVFMDCiNhvu9KS0NLd/6FhYuusjOanMlgAT+ZWZmuhzzCwW4cpgiG1fHToTJZIJcLkdERASqqqpWzJjfcmAYBq2trdDpdKitrQ1ah4ZhGC6cVKVSgabpZa1RfQEpFI2MjKC2tnZVaWgIqaisrHTpcuYswI5NTAT0elBmM5iEBCgfeAADDQ1e52UEGgsLC5DJZNiwYYMgEtTn5uawe/dupKWl4c0331w13dE1BA5rxMIG//73v3H77bdjbGwMF110Efbs2YNLL700KBUlk8mE5pMhP9XV1X6rKJCRDnJjpSiK27QGY6EmDkgajQZSqXRV3XiHh4cx1NSE837xC0T09toldgMAe3KzPfn44xiQSqHRaBAZGcmdLyGQYW9Axt3y8/Oxfv36kHwPruDKYSotLQ0ikQgymQwJCQkoKysT5KbIH6BpGs3NzbBYLJBKpYKplroaweHLdphYZU9MTKC2tnbFFAXcAXG9Wo5URFx/PcCycLYC0GVlML/5JtiT1qw0TduRQltdRkpKiiA6f4RUrF+/Hvn5+cE+HCwsLODKK69ETEwM3n777RXb/V5DcLFGLBzAMAxaWlrw2muv4c0330RfXx/OP/987NmzB5dddhmSkpL8vvHRarWQy+VITEzE5s2bA1bFtK3eKZVKsCzLVVpTUlL8vvGxWCxoaWmBxWJBdXX1qnFAss3mkFZWImPLFlDj405vrixFgc3OhrGjA1aW5UihEDtP7oBsOEpLS0MqEMwbmM1mbhOkOdmJiouLQ0lJSciSQk9hO/YllUoFq6EBYCf+JqSQrIeeakGIlkSlUqGmpiZkjTS8wcTEBDo7O5d2vaJpRJaWghobc77uAYvrXmen05RsW1KoUqmg0+mQlJTEkcJg3Eu0Wi0aGxsFQyp0Oh2uuuoqiEQi7N+/f1V9B9cQWKwRiyXAsiw6Ozvx2muv4Y033kBHRwfOOeccXHHFFbj88suRmprK+2ZArVajtbUVeXl52LhxY9A2G7Zz40qlElarFampqcjIyEBKSgrvZMdgMEAul9vZ6K4GMAyDtrY2zM/Po6amBrGNjYi89NJl/8743nt26bEMw3BZGURMTEhGcnKyIKvhw8PD6O3tXXU2m8TDPiUlBRRFcQ5TKyHkbSmYzWY0NTVBIpGgsrIypMa+iNseEX+TTmFaWhoSEhKWXKfJfWR6ejqgWhIhwC1SAUB05IhX654rOOZlxMbGctdXIIxLCKkg9/Fgw2Aw4Oqrr4bZbMZ77723qiYB1hB4rBELN0EsEQnJUCgU2L59O/bs2YPdu3cjMzPT58VqZGQEPT092Lx5s10UfbBBqkEkK8NkMnEkg4855Lm5OSgUCqSnp6O4uHhFbqqcwWKxoLm5GTRNcyMh4ldegeTmm5f9W9Ozz4K+5hqnv2NZ1m5EgJBCIiYO9obO1l5UKpWuKvGqWq1GS0sLNm3axDnD2JJCEvJG5sb9QeKDAaPRiKamJsTGxoaUMN8ZrFYr5wimUqkgEonsHMFs3xsRqM/NzaG2tnbVdGGBU/kc7oQdhj34ICJOBqAthaXWPVcwm81Qq9Vcp9DfugytVguZTIacnBwUFBTw+tzewGg04rrrrsPc3Bw++OCDVbXeriE4WCMWXoBlWQwODuL111/HG2+8gS+//BJbt27F7t27sWfPHuTk5HhEMkibnITDCNl60FacOjU1BYPBgOTkZC7129O5VqVSiba2Ns4tYzWMgwD2HRrb6q27lTvLN78Jy+9/v6x3uy0pJKFhxLHIm/PlK2xTxFfbSAgZ+1qqcEBC3sj58tRhSoggbl9JSUnYvHnzirrGSeAlIYUWi4Wb809OTkZ3dze0Wm1QBerBwNjYGLq7u5fN5xB98QXCf/1riA8dcut53e1YuIK/dRk6nQ6NjY3Izs5GQUFB0L/rZrMZX//61zExMYGPPvqI18TsNazBFdaIhY9gWRajo6N444038MYbb+Czzz5DbW0t9uzZgz179mDDhg1LLi5WqxWtra0wGAyQSqUh1ybX6XQcydBqtUhKSuJIxnI3UjIKU1ZW5tTPfKViYWEBcrkcaWlpp3doyKzx+DgoJ5emraCbKSqCee9eMBde6NbrktAwsmkl54uMTPl742Ob1bCaUsSBU0Fonox92ZJ4lUpld76CNTfuKUj1NtTdvtwBy7JYWFjgxN9arRZisRj5+flYt25dSJwvPjA6Ooqenp4lSYVIJkP4gw9CfOAAAIANCwMkkkX3J2frno22zJnGwhsspctITU31+F5MSEVWVpYgMpcsFgtuvPFGDAwM4ODBg8t2jdawBr6wRix4BMuymJycxJtvvok33ngDhw8fRkVFBUcyCgsL7RabEydO4P/9v/+Hn/70pzj33HNDshppC4PBwJEMknRLsjJsb6osy6KnpwcTExOC79DwDY1Gg5aWFs560NnNh3NHAexussQVyvrtbyPszTdBqVSL/79rFywPPwzWQytDcr6IY1FCQgJHMvgmuGazGQqFAhRFraqsBlvrZF+D0BzPly9i4kBgfn4eTU1NyM3NDapeLNAgrldmsxnp6emYnp7G7Ows4uLi7M7XSvw8CKmQSqVOq+OUQoHw3/wGYe++CwBgxWLQX/86LD/5CUQKxZLrnvnFF0Hv2eO3Y3ely0hLS0NcXNyS50uv16OxsRHr1q0TBKmwWq245ZZb0N7ejkOHDrnODFnDGvyANWLhJ7AnHXv27duH1157DQcPHkRRURH27NmDK664AlNTU7jhhhtw/vnn43//939XXJucJN1OTU1hdnaWs9lMTU1Fb28vdDodpFIpoqOjg32oAcP4+Dg6OzvdckBy5ufO5OTA8sgjizfX2VmE//a3CHvySVA0DTYyEtY77oDljjsAL0gBEacqlUpMT08jNjaWIxm+boLI2FdMTAzKy8tXhGbAHRACPTk5iZqaGl4Fk2az2e58RUVFBT1J2hYzMzNQKBTIz88XhHd/oGC1WqFQKMCyrJ3rFZnzJ6F8EomEO1+h4uC2HEZGRtDb2+uUQFNtbYvr1b59AABWJAJ93XWw3HsvWBtx87LrXoBgsVg4krGcLoOQiszMzNOKh8EATdP47ne/i8bGRnzyySfIzMwM6vGsYfVhjVgEAMRh6e2338brr7+O999/H1arFdu2bcMjjzyCqqqqkBYzLgdiszk5OYmZmRmIxWLk5uZi3bp1q8LLnWhyBgcHUVlZ6X5L2iGBltm+/bQxAKq9HRF33QXxkSMAACYvD5bf/Q70rl2Alzc425uqWq32KStDq9WiqakJaWlpKCkpCfpNN1CwTZWuqanxK4EmYmJb2+FgOkwRgXpRURFycnIC+trBhMVigVwuh1gsRnV1tUsCTQJKyTUGwE78HYrEe3h4GH19faeRCqqra5FQvP46gMXuA3311bDcdx/YoiLnT+bGuhdIONNlEN1TTEwMZzwihFE/hmHwwx/+EJ9++ik++eSTVXX9rUE4WCMWAQTLsnjooYfw8MMP49vf/jYGBwfx/vvvIzMzE7t378aVV16JmpqaFUkySDZHfHw8UlNTuUoQqbRmZGQExAYw0GAYhvOv91vgH8tC/MYbCL/vPq7SR59/PsyPPgq2uNinp6Zpmqu0qtVqiMViu6yMpb6rpGpNfNxX2rl1BVstSU1NTUC7kc4cpogjWCAcpki6cllZ2aqqlHprpUvE34RkEMc9Uh0PhZFBZ6SCOnEC4Q89BPErr3BjTdavfAWWn/4UbGlpEI/WN9jqMqampqDX6yGRSLBhwwakpaUFVSPJMAzuvPNOHDhwAIcOHVpVncI1CAtrxCJAMJlMuPXWW/Hxxx/jnXfeQXV1NYDFDfd7772H119/He+++y6SkpKwe/duXHHFFWhoaAjJ6pUjSLJybm6unVOG1Wq127RGRERwJEMI4xy+gmwwAybM1+kQ/uijCHvsMVBmM9iwMFi//31Y7r0XiI/3+eld2aI6C1Akbl+rsWpNAuCCrSVxdJgim1Z/OUwRe9GKigqX6corEWazGTKZDNHR0aioqPC6METE+rbi78TERG5kSojGHkNDQ+jv70dNTc1insfAAMIffhjif/4TFMMAAKy7dy8SioqKIB8tfzAYDGhsbERSUhLi4uK80mXwCYZhcN9992Hfvn04dOiQIGxu17B6sUYsAgCNRoMrr7wSBoMBb7/9tkurSYPBgA8++ABvvPEG3nnnHURHR2PXrl244oorcMYZZ4RkaBzRFZSUlCA7O9vl48h4ANm02lbGA5F2zjfMZjM3FlFVVRXQDSbV14eIn/wE4vfeAwCwGRkw/+Y3oL/2NfvxKB9GDhwDFC0WC0cyTCYTent78f/bu/O4qOr9f+CvYZd9GwbBBXDDBVkF18QkERdmaNNu5XLN0q72vamV3ltaWRpa96empZWpZaUCAyoqLgiaZhqbioKmqCjCsG/DNsv5/UHnxCA7M8MA7+fj4UM9nJn5HIblvM75fN7vUaNG9apFg7W1tUhJSYGJiYnONYDTdIUptsJba+VFexpN9ueorq7m7mSUlJRovclba+7fv4979+7Bx8cH1mVlMAwPh/7+/eDJ5QAARUgI6v77XzDe3l06TnWrqalBUlIS7OzsVKZ3ymQylXU0mu6XwVIqlVi7di0OHDiAxMREDG1uilkn7NixA5s3b0ZeXh48PT3x5Zdfwt/fv8l9v/32W/zwww9IT08HAPj6+mLDhg0q+y9YsAD79u1TeVxwcDDi4uLUPnaifRQstGDRokUoLS3Fjz/+2Oa51jU1NYiPj4dYLMbhw4ehr6+PWbNmISwsDJMmTdL5W+QMwyArKwvZ2dntW1eAJ7tI83g88Pl8CAQCjf6AVhe2br+lpWWXNgPTi4uD0bvvQu/uXQCAYty4+ulRXl5NL5J0doZs8+Z2L5Jky2xKJBLk5ORAJpPB2toazs7O3WY6R2dVV1cjOTkZVlZWGDlypM5/jbIVptgrrR2tMNWw6hV71bq3YN9zbfTnaOqkteHib41+vTVxAeJedjYePHgAP0dH2OzcCYO9e8GTyep3f+YZyN5/H0o/P82NqYuwocLW1hbDhw9v9j1nf4exwVChUMDOzg58Pl+tdwsZhsEnn3yC77//HgkJCRgxYoRanrehgwcPYt68edi5cycCAgKwZcsWRERE4NatW01eOHr55ZcxYcIEjB8/HiYmJggPD0d0dDRu3LjBXVxcsGABJBIJ9uzZwz3O2NiY+mz0EBQstKCyshKmpqYd/uEvk8lw7tw5REZGIiYmBjKZDLNmzYJQKMSUKVN0rqIUu3C1pKQE3t7enVqg3bABVX5+PhQKBXcnQxcXOpaVlSE1NRVOTk46USEEtbUw2LYNhps2gVdVVV+N5emnoR8fDzAMGo6uM2UdGYZBZmYmCgoK4O7uDqlUqtLbRFu9MroC26tBIBBg2LBhXf+et1NHK0wxDIM///wTubm5aq96peuqqqqQnJwMe3t7rRclUCgUKietmlxH09QFiDqBAJlz5mCwVIo+P/4IXl1d/bgCA+sDxbhxant9XVJTU4Pk5GRYW1u3K0g21y+DvZvR0SluDMNg06ZN+Oqrr3D27Fl4aGiqWUBAAMaMGYPt27cDqP+d3L9/fyxfvhyrV69u9fEKhQI2NjbYvn075s2bB6A+WJSWliImJkYjYyZdi4JFNyOXy3HhwgUuZFRWVmLGjBkQCoUICgrq8nm4MpkMV69ehVwuh7e3t1pPJBvOGZdIJFyXW4FAAHt7+y4PGQUFBbh+/ToGDx6MAQMGdOlYGuM9egTD//4XBpGRAFQb7TXUkUZUCoUC6enpXAnhhl+DTfVeYENGTyg1XFpaitTU1B6zQL1xhanmFuszDIOMjAwUFRX1ug7qUqmUC5JdXQmoqXU07JVxPp8PIyOjDj8310+n8QWIv/5mtykmTqwPFJMmdfi1dF1tbS2SkpLaHSqa0pl+GSyGYbB161Z8/vnnOHPmDHx8fDo8npbU1dXB1NQUkZGREIlE3Pb58+ejtLQUh/8qH9ySiooKODg4ICIiArNmzQJQHyxiYmJgZGQEGxsbPP300/jkk0+oiV8PQcGiG1MoFPj999+5kFFYWIjg4GCIRCIEBwdr/Zc926+gT58+Gp9jzk6/YUNGTU2NRhemtoZtDKXrXcQNtm+H0XvvtbpfzYkTUD71VKv7sYuVGYaBl5dXiycyjXtlmJmZcYv1u2PDMLas6pAhQ9C/f/+uHo7aNVdhis/nQyKRoKKiAj4+Pl1+MUObKioqkJKSAmdnZ5VCFLqAYRhIpVLue6yiooJresnn89sX5BUKmAwfDl5OTpMXIACAMTJCbUQElFOndri0dXdQW1uL5ORkWFpaYuTIkWp9zzuyLoNhGHz11VfYsGEDTp482exaB3V4/PgxnJ2d8dtvv2FcgztR7777Ls6dO4fLly+3+hxvvvkmTp48iRs3bnBruQ4cOABTU1O4urri7t27+M9//gNzc3NcunSpyy8Qks6jYNFDKJVKJCUlITIyEtHR0Xj8+DGCgoIgEokQEhICSzVUBWpJWVkZ0tLSumQ6CPsLVSKRID8/H1KplKsz3tmrdm157bt37+LRo0fdoou4/qFDMF64sNX9avfsgeLFF1vcp6amBqmpqR1arNzwF2pne2V0hby8PNy4cQMjRoxothhDT8JeGWfX0bBzxh0dHXvNOhq2k/iAAQPg1qCpm65im5QWFBRwQZ5dR9PalXG98+dhEhLS+mu08QJEd1VXV4ekpCRYWFhg1KhRGv251NS6jIqKCuTl5SEsLAx8Ph8Mw+C7777D2rVrceLECYwfP15j4wE6Hyw+++wzbNq0CYmJiRg9enSz+2VlZWHQoEE4c+YMpk6dqrbxk65BwaIHUiqVuHr1KqKioiAWi5GVlYWpU6dCKBRi5syZau/0KpFIcOPGDZ2ZAlRVVcWFjIqKCo3N8W+4lqS7TAdp6wlD3YYNkL/1VrNXIqVSKVJSUrhFjJ1ZPNpSRbCuaPDWmocPH+LPP//E6NGjYW9v39XD0Rq5XM5Ncxw6dCjXNEzdFaZ0ETvlrbt2EpfJZE80UWTfr8ZXxnk3b8Jw3ToYHD/e6vO25QJEd8WWETYzM9N6EQ52XcaRI0cQHh6Ohw8fwsvLC46OjkhISMCxY8cwefJkjY+jM1OhPv/8c3zyySc4c+YM/NqwkJ/P5+OTTz7BG2+8oY6hky5EwaKHYxgGN2/eRGRkJMRiMTIyMhAYGAiRSIRZs2bBzs6uwyGDYRiuOZKulhZtPMefnRrg4ODQqSkc7EmWTCZT+1oSjWKnODx+zDWuao5yyBDI//lPyF95BWhQQpRdoN6vXz+1TwdRKpUoKSmBRCJ5oldGVy/Wb1gBqXGH4Z6uYVdpT09PldLXbFnU/Px8lJaWwsLCgvse6w5huzUlJSVITU3tMVPeGl4Zz8/Ph1KpRF8eDwN/+w3WR49C/9q1Nj9XT71j0ZWhoikZGRn48MMPcfz4cfB4PHh4eEAoFEIoFMLLy0ujd1ICAgLg7++PL7/8EkD918+AAQOwbNmyZhdvb9q0CZ9++ilOnjyJsWPHtvoajx49woABAxATE4PQ0FC1jp9oHwWLXoSt4sKGjKtXr2LixIkQCoUIDQ2FQCBo8w8opVKJ27dvQyKRwMvLq1uUmaytreVCRklJCXcCJBAI2jX/mJ0CxHbZ7W79RbhFmYBKuGB4PIBhoHjmGej//jt4FRX1201MoHjuOcgXL4Zk4EBcT0/Xyt2ppnplNFxHo83PO8MwuHXrFiQSSa+rgNSe/hxNVZhig2F3mOLWWFFREa5evYphw4a12IenW6qqgt7Ro8CPP8L4/HnwFAoAgNLAAFVPPQXj5GQYlJWprchDdyGTyZCcnIw+ffp0quGhOkVEROBf//oXIiMj4e/vj+PHj+PIkSM4ceIE11RXKBRi8uTJap/6e/DgQcyfPx+7du2Cv78/tmzZgkOHDiEzMxMCgQDz5s2Ds7MzNm7cCAAIDw/H2rVr8fPPP2PChAnc85ibm8Pc3ByVlZX46KOP8Nxzz8HR0RF3797Fu+++i4qKCly/fr37XKQjzaJg0UuxV1+joqIQHR2NK1euYNy4cdwPKGdn52ZPAiorK3H79m3U1NRop6O0BjQ8ASoqKmrzQuLKykqkpqaqZQpQV2qyj0W/fpBt2lRfaraiAvoRETD89lvoNbiCWebmhrp//hNmixcDnSgj3F4NF+vn5+ejuroatra2XEUwTa6jYae8lZaWwsfHp0dUs2qr6upqridLe/tzNFdhStMNw9SloKAA165d61nraJRK6J0/D4NffoF+TAx4lZXchxRjxqDq2WeRM3Ei7lVUwO7cOYwJDwd4vCcvQKBjZal1nS6GipiYGLz++uv45ZdfMHv2bJWP1dbWIiEhAYcPH8aRI0ewdetWPP/882ofw/bt27kGeV5eXti2bRsCAgIAAIGBgXBxccHevXsBAC4uLnjw4METz7Fu3Tp8+OGHqK6uhkgkQmpqKkpLS+Hk5IRp06Zh/fr1Ol34hLQdBQsChmHw8OFDiMViREdH4+LFi/D19YVIJIJQKMTAgQO5E+179+5BJBJhzpw5eOedd3rEos3mFhILBAKVRY7FxcW4evUqt3izu119fUJbOm8zDHhXrqB2yxZYnDgB/b+aYDGWlpC/9BLkr70GRgNNmVojlUq5kNFwHY265/grFApcu3YNNTU18PHx6VVX09h1NHZ2di02A2sLdoob+54plUruToa6ey+og0QiQXp6OkaNGtUjTnZ4N2/Wh4mDB1UvJri4QDF3LuRz54IZMoS7M1dQUFDfF0Esht3HH8O4oIB7jMLJCbLNm6FsMOe+J2BDBXtnThdCRWxsLBYuXIgff/wRzz77bIv7MgwDpVKpc99LpPehYEFUMAyD3NxcREdHQywW4/z58/Dw8IBIJIKbmxtWrFgBf39//PDDDz1ykaZCoeBCRkFBAdfh1sDAAPfu3cPw4cN73pSIFjAMg9u3byMvLw8+AwfC5vBhGOzezXXzBgDFhAmQL1oEhUgEdMGJd+M5/urqlcGW0gUALy+vHhGi24otq9q3b1+1N3pkK0yx71lNTY1KFbeu/jzn5uYiIyMDHh4e4PP5XTqWTsnLg0FEBAx++QV6V69ymxlra8iffRaKl16qb2b313vLNrksLCyEn5/f33eiFQow589DeucOCg0Nca9fP+j9VRaVXfukCyfhnSGTyZCSkgIjIyN4enrqxPGcPHkSr776Knbv3o05c+Z09XAIaTMKFqRZDMOgsLAQMTEx2LVrF5KTk2FnZ4clS5ZAJBJ1+iqmrmOrFd27dw/l5eUwNDSEo6OjzlYrUjelUon09HSUl5erTgFSKqGXmAiD776DfmwsNzebsbeHfN48yBctAtO4ck5b7o6oQV1dHXdVvGGvDAcHB5ibm7f567U96wp6mrKyMqSkpGil6R9bKpp9z9gKU+xJq7YvXuTk5ODWrVvw9PTsns26qqqgf/RofZiIjwdPqQQAMIaGUAQHQ/HSS1BMnw40+ryyDQ+Li4vh6+vb4vRW9u4TGwzlcjnX36Qregh1llwuR0pKCgwNDXUmVCQkJGDOnDn4+uuv8corr/To37Ok56FgQVq1e/duvPXWW/jiiy9gYmKCqKgonD59Gq6urhAKhRCJRDpROUPdGl6t9/T0hEKhUKlWxJ6w9oQrdo01LC3q7e3d7BoG3uPH0N+7FwZ79kDv8WMA9XOwlc88A/lrr0ExfTr0Y2OfXM/h7AzZ5s0anaPdeIqbsbEx955ZWVk1+8u6uroaycnJXJfdnvbetqS4uBhpaWldVjq6uQpTfD4f5hpe08OWEfby8oJtgypoXa61UK5Q/L1u4vBh1XUT/v5QvPQS5M89BzQTlBqGCj8/v3aFuYZrnwoKCiCVSmFra8s1edP1u9psqDAwMICnp6dOXED49ddf8fzzz2PLli345z//SaGCdDsULEizlEolPvjgA3z99dcQi8UIDAzkPlZWVobY2FiIxWLExcWhb9++CA0NRVhYGLy9vbv9yZhCoUB6ejoqKyuf6C7MVitie2UoFAqdni/eXrW1tUhNTYWRkVHbq17J5dA/cQIG334L/fh4brPSzg68oiIAUKkuo+0FoG3tlcFOAXJ0dMTQoUN71S/1goICXL9+XWcqINXV1al0JdZkE8UHDx4gKytL58oIN1lk4a9Qrhw8+O91E3+FeuCvdRMvvVS/bmLw4Bafny1HXlpaCl9f304HgaqqKi4YlpWVqQTDlopidAW5XI7U1FTo6enBy8tLJ35uX7p0CWFhYQgPD8eSJUt06vNFSFtRsCBNqq2txcKFC/H777/j2LFjGD58eLP7VlZW4vjx4xCLxTh+/DhsbW0xe/ZshIWFYcyYMTrxA7s96urqcPXqVTAMAy8vrxYrDrGNjNiQUVdX12UlUdWhqqoKKSkpsLKyancVIBbv7l0Y7N4Ngx9/BK+4uNn9uqpkZeOFxGyvDDMzM2RlZcHFxUXjU4B0DdtJXFcXKzdVYYoN852tMJWVlYXs7Gz4+PjA0tJSjaPuHK4sNMOohvK//lbZZm0N+XPPQTF3rsq6iZYwDIMbN26grKxMLaGiMbbyXkFBAYqKitp8x1AbFAoFUlJSdCpUJCUlITQ0FB9//DGWL1/eq37+kJ6FggVp0q+//orVq1cjOjq6XY3vqqqqcPLkSYjFYsTGxsLU1BShoaEQiUQYN26czp9os+U1zc3NMWrUqHb9wmEYBpWVlVzIqK6u1qlFqa0pLy9Hamqq2hbs6p05A5M23I2oOX4cSi10kW0Ku5D4wYMHyM/Ph56eHnfC2h2DYUc8evQIt2/f7jadxJurMMXO8W/r9yzDMLh79y4ePXoEX19f3epNwjayzMlpso8EUB8wFDNnQvGPf0AREtKuwglKpRI3btxARUUFfH19NV7trOEdw8LCQvB4PO4903bjS4VCgdTUVACAt7e3ToSKtLQ0zJw5E//973+xcuVKChWkW6NgQZqlVCo7dSWwpqYGZ86cgVgsxuHDh2FgYMDdyZg4caLOnWizJ9YCgQDDhg3r9A/3yspKlUWptra23BU7TfZd6IiioiJcu3YNrq6ucGm88LqD9A8dgvHCha3up7SygnLGDCimToViyhTA0VEtr99Wubm5uHnzJkaMGAFzc3MuGFZVVakEQ117z9SBnQLk5eUFGxubrh5Ou7F3DNnvs4YVplrqb9Jw/ZSvr6/G12+0GcOAd/cu9L//HkZbt7a6e0c6X7NFGSorK7USKpp6/dLSUm7KlEwmg52dHRc0NPl7QaFQIC0tDQzD6EyoSE9PR0hICFauXIk1a9ZQqCDdHgULohUymQyJiYmIjIxETEwMFAoFZs6cCZFIhMDAwC7vD1BYWIhr167Bzc1NpW+HulRVVXEnP+Xl5bC2tuZCRlcvcGSnwai7EZje+fMwCQlp9+OUo0bVh4ynn65fqKrBBozsgt2mrtY37pWhS+9ZZzEMg6ysLDx8+BDe3t6wsrLq6iF1WlMVppp6zxqWVfX19e3ahodKJXiZmdC/cAF6Fy9C78IF6OXltfnhtXv2QPHii+14ub9DhZ+fX5eHZfYuL7v2qWFVMD6fr9bmq2yoUCqV8Pb21om7kRkZGQgJCcHSpUvx4YcfUqggPQIFC6J1crkcFy5cQEREBGJiYiCVSjFz5kwIhUJMnTpV6528c3JykJmZqbUOuzU1NdzJT8O+CwKBQOvH/uDBA9y9e1cz02DY6RyPH6t07mUxPB4YJyfUffUV9M+dg358vEq9fQBgjI2hHD+eCxqMhweghsIA7Il1dnZ2mxbsNvWesVOmzMzMOj0ebdLZq/Vq1vg9s7CwAJ/PR3l5OSoqKlR7NWiLQgHe9etckNC/eJErbsBijI2hHDIE+unprT5de+5YKJVKXL9+HVVVVfD19e3yUNEUtipYQUEBSkpKYG5uzn2ftadcdGMKhQJXr16FQqHQmVBx+/ZthISEYP78+di4cSOFCtJjULBoh08//RTHjh1DWloajIyMUFpa2upjGIbBunXr8O2336K0tBQTJkzA119/jSFDhnD7FBcXY/ny5Th69Cj09PTw3HPPYevWrT32F35DCoUCly5dQlRUFKKjo1FcXIzg4GCIRCJMmzZNoydtDU8uPT09u6TEZOO+C+bm5hAIBBo/YWUYBnfu3EFOTo5Gr1hzC1ABlXDRbFWoggLoJyRA/+xZ6MXHq1S7AQCGz4diyhQopk6FcupUMG0Jgo3KdSrGj8etO3cgkUg6dGLNLkplqxV1tFdGV2BLixYVFXX91XotYr/PsrKyUFtbiz59+nDfZ+quMKVCJoNeWhr0fv0V+hcvQu/SJfDKylR2YUxNoQwIgGLSJCgnTIDSzw8wNGw9lLej8AEbKqqrq+Hj46OToaIxmUzGhQy2XDR7J6M9fYSUSiXS0tIgl8vh4+OjE6EiKysL06dPx4svvojPP/+821dRJKQhChbtsG7dOlhbW+PRo0fYvXt3m4JFeHg4Nm7ciH379sHV1RUffPABrl+/jps3b3K35kNCQpCbm4tdu3ZBJpNh4cKFGDNmDH7++WcNH5FuUSqV+OOPP7iQ8fjxYzzzzDMQiUSYPn26Wiu2KJVK7gTLx8dHJ0Ic+4tUIpGguLhY5eRHnSesSqUSN2/eRElJCXx8fDR+xb3Jkpn9+kG2aVPLpWYZBrxbt6AfH18fNH79FTypVGUX5fDhUDz9dH3QmDgRaHQsTb12rYMDMt54A/3/7/86fcVaLper9MowMjLSmco3jTWcBuPj49Ptp3O1R8Or9Z6enqioqOBOWputMNWRpo61tdBLSoLehQv1dyUuX37ia5axtIRy3DgoJk6EcuJEKL29gSbWFbQ7lLdw7NeuXUNNTQ18fX11bm1bWygUChQXF3NTpgBwIaOlEt9KpRJXr15FXV0dfHx8dOLYHzx4gOnTp2P27NnYtm0bhQrS41Cw6IC9e/fi3//+d6vBgmEYODk5YeXKlVi1ahWA+v4PAoEAe/fuxdy5c5GRkYERI0bgjz/+gJ+fHwAgLi4OM2bMwKNHj+Dk5KTpw9FJ7C+EyMhIiMVi3Lt3D0FBQRAKhZg5c2anTtrkcjmuXbuG2tpaeHt76+QJFnvCKpFIuKt16rjCyk4JqK2thY+Pj/bWtqij83ZdHfQuX66fMnX2LPRSUlRPuIyMoBw7tn7a1NSp0Lt/H0avvtp0uU4eT+09NBr3ytDT0+NCRmdLoqpjbOzXfHe5Yq0uLR17wwpTBQUFXE+agcnJ4H/yiWp/iKaaOkql0Lty5e81EleugFdbq/L6jK0tFBMmQDlhAhQTJ4IZPbrNX/sdDuUNjo/9fu+uoaIxtpIbe6e3tra2yQX7uhgqcnJyEBwcjGeeeQZff/01hQrSI1Gw6IC2BousrCwMGjQIqamp8PLy4rZPnjwZXl5e2Lp1K77//nusXLkSJSUl3MflcjlMTEwQERGBsLAwDR1F98HWW2dDRmZmJqZMmQKRSISZM2fCzs6uzSfabPM3Q0NDjB49Wid+2bSGPWFlQ4aBgYFKc7e2HntdXR3S0tKgp6cHT0/PbnHsLSoqql+bwU6bys5W+TCjp1e/OLaJh2q6h0ZzJVG7oomiXC7nKuF4eXl1//e9HdgFu+zc+paOna0wVfvLLxi4ciWApps6yt55Bzy5vD5IJCeDJ5erPo+DAzetSTFxIpjhwzu3LqiDoZwNVLp0Yq1uDRfsFxQUoKKiAlZWVuDz+SgqKoJMJtOZQJWXl4fg4GBMnDgR3333nU5UpCJEE7p+smEPlvdXdY/GDacEAgH3sby8vCf6RBgYGMDW1pbbp7fj8XgYNWoURo0ahXXr1uH27duIiorC7t278dZbb2HSpEkQCoUIDQ2Fg4NDsyfaeXl5uHPnTqeav3WFhl2ilUold1X86tWr4PF4bboq3rA/h4eHR7c59hbZ2UHx7LNQPPvs32U6/7qboR8fD151dbMP5TEMeI8eQe/UKSg7ULmqNXp6erCzs4OdnR3c3d25K6y3b99GXV2dShlbTc75rqurQ2pqKgwMDHSmvKa2sJ2VAbRpbj2Px4OVuTlM/ve/+v83/jjDgI/9Ec8AAF9OSURBVAFgtGmTynZlv35QTpzITW1iBg9uU4O6NtPXb3dJWfbOJLuuQBdOrDWBx+PB3Nwc5ubmcHNz4xbsZ2VlQSaTwczMDA8ePICDgwMsLCy6bGpifn4+Zs6cCX9/f3z77be96vuQ9D69PlisXr0a4eHhLe6TkZEBd3d3LY2ItITH42HYsGH4z3/+gzVr1iArKwtRUVE4cOAAVq5cifHjxyM0NBRCoRBOTk7cL5LTp09j3rx52L17NyZMmKBTc9/bg23gxufzuXrwEokE6enpXAdp9qo4Gx4qKiqQkpKitv4cOonHAzN4MOSDBwNvvAH9X36B8Wuvtfowk+efh7JvXzBDh0I5bFj930OHgnF3B+PkpJYTRB6PB2tra1hbW2PIkCFcec379+/jxo0bGuuVUVtbi5SUFJiamvacMNlGMpkMqamp0NfXb7mzMsMABQXQy8qqD6YJCSrTjhpjvxoKx4xBjVAIk2nT0Gf4cPB06HPb8C6NrixW1ha2qIqxsTH8/f1RVlaGgoICJCUlwdDQkPvZqc2piYWFhZg9ezZGjRqFvXv39qr3g/ROvf4rfOXKlViwYEGL+7i5uXXouR3/avQlkUhUyphKJBJuapSjoyPy8/NVHieXy1FcXMw9njSNx+Nh0KBBePfdd/HOO+/g4cOHEIvFEIvFWL16Nfz8/CAUCqFUKvHJJ5/g3XffxYwZM7p62Gqjp6cHW1tb2NraclfFJRIJMjMzIZfLYW9vD1NTUzx48IBrfNcjQ0UTGGfnNu+rl5sL5OZC/9w51ecwN4dyyJD6sOHu/nfoGDSoXV2OOQoF9C9ehHVeHqwcHTFowgRIa2pQUFCAnJwcZGRkqK1XRnV1NZKTk2FtbY0RI0Z0j1ChjnU4qL9Lk5KSAmNjY4wePRr6PF59B+u7d8HLyqoPEVlZ0Pvr/7zKyna/hvyll5AdEICivDyYlJZywbCrF+w37NXQ20IFW5xAKpVy5XRNTU3Rt29fKJVKbvF3enq6Srd2Ozs7jX2eSkpKIBQKMWjQIPz0008auXO0Y8cObN68GXl5efD09MSXX34Jf3//ZvePiIjABx98gPv372PIkCEIDw9X+b3YlkqWhLSE1lh0QHsXb69atQor/5qzW15eDgcHhycWbyclJcHX1xcAcOrUKUyfPr1XL97uDIZhkJubi+joaGzduhV//vknBg4ciEWLFnE/5HvyCTY7V/zevXsoKCgAj8fj7mRoeuqNrigtKoKNjw9MiopaLtd56VL9ieatW9C7ffvvv+/efWLuPPdYPT0wrq6qdziGDYNy2DCgme7VTS7CbbQYmJ3Gwdbwt7Cw4EJGeyp3SaVSJCcng8/nw93dvfmvdTWdyKtDWz4/LZLLwXv4EPLMTOScOwfLggI4lJdD79498O7dA6+mptmHMjwemP79wbi6gjE1hcGJE62+HNs/QpcW7CsUCqSmpnJdpXvD9zmLYRikp6dz/UlauvPHLv5mq4JVV1fD1taWCxrqKmhRVlaG2bNnQyAQQCwWa6RQxsGDBzFv3jzs3LkTAQEB2LJlCyIiInDr1q0nplgDwG+//YannnoKGzduxKxZs/Dzzz8jPDwcKSkpGDVqFIC2VbIkpCUULNohOzsbxcXFOHLkCDZv3oxff/0VADB48GCuXKm7uzs2btzILboODw/HZ599pvJNeu3atSfKzUokEuzcuZMrN+vn59frys2qk1KpxOrVq7Fnzx788MMPePjwIaKiopCQkAB3d3eIRCIIhcKWT7y6Mbaj9KhRo9CnTx9uEXFVVRVsbW0hEAjA5/N75NzrgoICXL9+Hd737sHp//4PQAfKdcpk4N27Vx8yMjPr/759G3q3boFXXt7sazN8PpTDhtWHjb+mV/Gys2H0738/WZ2qhXE07pVhamrKnbC2NFe8oqICycnJcHZ2xuDBg5vdr9Mn8mrElVVt7fNTWwve/ft/3224d+/vuw4PHjQbBAGAMTAAM3AgGDc3KAcNqv/bzQ2MmxsYF5e/70C1paljM4v+2QX77PumUChgb2/PVSvS5Lx6dj0Jj8frdWtp2OIe5eXl8PX1bfcJfMPF3+Xl5VzDUj6f3+FS3BUVFRCJRLCwsMCRI0c0dkIeEBCAMWPGYPv27QDqvwb79++P5cuXY/Xq1U/sP2fOHEilUsTGxnLbxo4dCy8vL+zcubNNlSwJaQ0Fi3ZYsGAB9u3b98T2hIQEBAYGAqifnrNnzx5uehV7W/Gbb75BaWkpJk6ciK+++gpDhw7lHl9cXIxly5apNMjbtm2bTvRW6I5qa2uxYMEC/PHHHzhx4gR3C5dhGJSUlODw4cOIiorCmTNn4ObmBqFQCJFI1K0WdDentY7S7C9RiUSCyspK2NjYcCFDa6VnNSg3Nxc3b97EyJEj4ejo2OlynU9gGEAigV7jOxy3bkHv0aPmH4YnFwOz22Fnh9offgBjbQ1YWoKxtAQsLYG/rro27pVhaGjIdWpvOPWmtLQUqampcHFxgaura7NjafOJvDawJ/I5Oc1/foyNwfD59fu08OtKYWiIun79YDhiRH1gGDQISldXMIMGgenfH2jjFXx19I9g7xqygb6mpga2trYaWUvDhgo9Pb2W15P0QJ0NFY3V1tZywbC4uBimpqbc3d62lvmWSqV47rnnoK+vj9jYWI31Caqrq4OpqSkiIyMhEom47fPnz0dpaSkOHz78xGMGDBiAFStW4N///je3bd26dYiJicHVq1fbVMmSkNZQsCA9SmlpKUQiEaqqqhAbG9vk7WBWWVkZjh49CrFYjLi4ODg7O3Mhw8vLq9uFDKVSiczMTBQWFrap6V91dTUXMsrLy2FlZcX1yuiOt7zZuzSjR4+Gvb393x/Q1pSfykrw/vwTerdv/x02UlKg9+BBh56OMTYGLCzqg8ZffzPm5qgxNkaVvj4q9PQgNzVFH4EAetbWeFxZCcehQ8EfPLh+fwuL+oBiYvL3IvTWTuSbuyLPMEBtLSCV1lfbkkqBqirwqqrqt1VVqfyf+3dVVX2DuOrq+r8b/ruqCrzSUvDa0GiUG4a5+RN3HWqcnZFaUQGLYcPgPmKEWu5AqjuQsoE+Pz8fFRUV3FoaPp/fqSaNcrkcKSkprS9S74EYhsHNmzdRWloKPz8/tV8Ykcvl3DS3wsJCrpEin8+Hra1tk78fqqur8cILL6Curg4nTpyAhYWFWsfU0OPHj+Hs7IzffvsN48aN47a/++67OHfuHC5fvvzEY4yMjLBv3z689NJL3LavvvoKH330ESQSCX777TdMmDABjx8/VlkX+uKLL4LH4+HgwYMaOx7Sc/SeSZikVzh69CgsLCxw7NixVq8UWVlZ4ZVXXsErr7yCiooKHD9+HGKxGCEhIbC3t8fs2bMRFhaGMWPG6HzIUCgUXGdhf3//NgWDPn36YODAgRg4cCBq/lpELJFIcPv2bW46gIODA0xNTbVwBB3X8C6Nj4/PE3dpOlKus0PMzcF4e0Ph7Q0F+9KHDsF44cJWH6r865c4r6KCW0zMq62tn/5TWKj6Mn/9aRyZ+zXz3IyhYf2dEAsLgMdruerRX2V4TUaPBng8LgCgqgo8pbLV49CUuv/+F/LXXgP4fJVKXZWVlUhOTkbfUaMwZMgQtU1rVAiFUMyapbZAamZmBldXV7i6unLfa2z5YXNzc5W1NG09BrbylYGBATw9PXtdqMjIyEBpaala7lQ0xcDAAAKBAAKBQGWa282bN6FQKJCcnAwrKyuEhYXB3t4eNTU1+Mc//oGqqiqcPHlSo6GCEF1GwYL0KK+++ipefvnldgcBCwsLzJkzB3PmzOF+MURFRSEsLAzm5uYIDQ2FSCTCuHHjdO4XuEwmQ1paGgBgzJgxHVo3YWJigv79+6N///7c/H6JRII7d+6onPjo2vQ8hmFw69Yt5OfnY8yYMbo3vjZWdqv7/vu/w49CUX/3o6ICKC+vX9NRXl7//4oK8Nh/l5ejWiJB5ePHsNbTg4FUCmVpKVBeDv2qKhhUV9cHBZkMKCoCr6iozePWu3+/+WMyMgJMTcGYmgJmZkCfPmDMzOq3Nfp/w/3Yj8HMrH6bqSl4GRkw/te/Wh2PcuJEoNHdR3Y9Sb9+/TRTkEFDgbTh95pMJuMWEd+7dw/Gxsbc91pLFaZkMhlSUlJgaGjYa0NFcXEx/Pz8tHJ3tWFfmmHDhqG8vBwXL17Enj17sGrVKnh7e6OiogKGhoY4d+4crKysND4mdt2ORCJR2S6RSJqtKOno6Nji/m2pZElIa2gqFCEtqKmpwZkzZxAVFYUjR47A0NAQs2fPhkgkwsSJE7t88XNNTY1KrwJ1n2DIZDIUFhZCIpGgqKgIffr0adMiYm1QKpW4ceMGysrK4Ovr26kpJRrTicXArWGnfnl6esLOzu7v52SY+l4ZeXkoys5GXWEh7AwNwTcyAj8zE33WrWv1ues2bIAyIODv8MAGBFNTQJ1f8x38/JSXlyMlJQUDBw5scT1Jd9JchanGU2/YUGFkZARPT0+dv5uqTgzDIDMzE0VFRVoLFa1JS0vDggULkJOTg9raWq7MuUgk0nhxkICAAPj7++PLL78EUP8zccCAAVi2bFmzi7erqqpw9OhRbtv48eMxevRolcXbLVWyJKQ1FCwIaSOZTIaEhARERkbi8OHDUCgUmDVrFkQiEQIDA9W6ILMtKisrkZqaynV31vQJBjvnWCKRoLCwEEZGRm26uqoJbGfhuro6eHt76/TCc3UsBm7s/v37uHfvXpML9Burqqri5veXl5Rg2htvwLiwUO1Bp6Pa+/lhF6m7ublh4MCBWhmjtjVXYcrW1hbZ2dkwMTHplaHi1q1bKCgogJ+fn05cSJDL5Vi0aBEyMjJw9uxZAEBsbCwOHz6MU6dOYcCAARCJRBCJRAgICFD7+3Xw4EHMnz8fu3btgr+/P7Zs2YJDhw4hMzMTAoEA8+bNg7OzMzZu3Aigvtzs5MmT8dlnn2HmzJk4cOAANmzY8ES52dYqWRLSEgoWvUBxcTGWL1+uUnVq69atzU4buX//frNXAQ8dOoQXXngBAJo8kfzll196xVUNuVyOX3/9FZGRkYiJiUFVVRVmzJgBoVCIoKAgjf8ALi0tRVpamuamgbSi8dVVfX19lfr9mhxPw6lfXl5eXX7XqC3UtRiYYRjcvXsXjx49go+PDywtLds1jpqaGlT/9BOc3noLALq+KtRf2vr5KS4uRlpaGoYMGYL+/ftrdYxdha0wlZubi5ycHCiVSq6MrborTOkqhmFw+/Zt5Ofn60yoUCgUWLJkCVJSUpCQkPDE9COpVIpTp07h8OHDiI2NxdWrV+HcjsadbbV9+3auQZ6Xlxe2bduGgIAAAEBgYCBcXFywd+9ebv+IiAi8//77XIO8TZs2Ndkgr6VKloS0hIJFLxASEoLc3Fzs2rWL65MxZsyYZvtkKBQKFBQUqGz75ptvsHnzZuTm5nKBhC2tO336dG4/a2vrXndVQ6FQ4LfffkNUVBSio6NRWlqK4OBgiEQiTJs2Te2Ln9k+DbpyctWwq21+fj7XkE8gEKi9SVhtbS1SUlJgYmJS31W5O80t72R1qobrSdpS9asl+ocPw3DVKug9fsxtq+Hzkbd6NUz+8Y+umebWyuenqKgIV69exbBhwzRygqbL6urqkJycDFNTU7i5uXHlh9VZYUpX6WqoeOutt3DhwgUkJia2+vWoUCi6188qQjqBgkUPx3b2/uOPP+Dn5wcAiIuLw4wZM9rV2dvb2xs+Pj7YvXs3t43H4yE6OlqlhnZvp1QqceXKFS5k5OXl4ZlnnoFIJML06dM7XSkkJycHmZmZGDVqFAQCgZpGrT5srxA2ZCgUCi5k2NraduqXa1VVFVJSUmBtbY0RI0b0qmkgSqWSK62ptvUkDU7k5Xw+8ocNg6SwUKVXhoODA6ytrbu8iSQbpocPH66yqLQ3YEOFmZkZRo0apfJ137DCVElJSYcrTOkqhmHw559/Ii8vD35+fjpRoU6pVGLFihU4c+YMEhISeux0PEI6ioJFD/f9999j5cqVKCkp4bbJ5XKYmJggIiKC6xDekuTkZPj5+eHixYsYP348t53H48HJyQm1tbVwc3PDkiVLsHDhwm7/y0xdlEol0tLSEBkZCbFYjAcPHiAoKAhCoRAzZsxo17oEhmFw//593L9/H56enrC1tdXw6DuPYRiUlZVxvTJkMhns7e0hEAja3Ym4oqICKSkpcHR0xNChQ3vV15hSqcT169chlUrh4+Oj8TuCCoWCuwNVUFDA3YFycHBotn6/JkkkEqSnp+tsmNak2tpaJCcnw9zc/IlQ0VjDClOFhYVtrjClqxiGwZ07d5Cbm6tToWL16tU4cuQIEhMT4ebm1tVDIkTnULDo4TZs2IB9+/bh1q1bKtsdHBzw0UcfYenSpa0+x5tvvonExETcvHlTZfv69evx9NNPw9TUFKdOncK6deuwadMmvPXX/G3yN4ZhkJ6ejsjISERHR+PWrVuYMmUKhEIhZs2aBVtb22Z/8SsUCm7Roo+PT7esj84wDCoqKriQUVNTw80Tt7e3b3GdRMOO0i4uLt3uBKkzGi5S9/Hx0fp8eqVSidLS0ifuQDk4OMDOzk7j0ztyc3ORkZEBDw8P8Pl8jb6WrmFDhYWFBUaOHNmuQNdwDVRhYWGXh8P2YtcS5eTkwM/PT2Pdq9tDqVRi7dq1OHjwIBISEmjNASHNoGDRTa1evRrh4eEt7pORkQGxWNypYFFdXY2+ffvigw8+4MrPNWft2rXYs2cPHj582LaD6KXYufJRUVEQi8W4du0aJk2aBJFIhNmzZ8PBwYE7ea6ursaLL76IgQMHYvPmzToxv1gdKisruZAhlUphZ2fX5GJUdgrM0KFD0a9fcy3geqaGi9S9vb1hYNC1bYfYRcTs+1ZbW9vmcNgRjx49wu3bt58op9sb1NTUcA3YRo4c2akw3VQ4ZN83Ozu7Lv+6agpboEBXQgXDMPjkk0+wZ88eJCQkYPjw4V09JEJ0FgWLbqqgoABFrTS8cnNzw/79+zs1FerHH3/EokWLkJOT0+oVw2PHjmHWrFmoqanR6fKfuoTtGs2GjKSkJIwfPx5CoRCTJk3CkiVLUF1djaNHj7Z5PUx3w5ZDlUgkqKiogI2NDRwcHLj51SNHjmy24VNPVVdXp9KrQNcWfjIMA6lUColEgoKCAlRWVsLW1pYLh539/md7dHh7e8PGxkZNo+4e2FDBriVS5x06Nhyy6zKqq6tV3jddqDDFhgpfX1+daHjJMAw2bdqEr776CmfPnoWHh0dXD4kQnUbBoodjF28nJSXB19cXAHDq1ClMnz69TYu3AwMDYW9vj8jIyFZf69NPP8UXX3yB4uJitYy9t2EYBtnZ2RCLxThw4ACuXLkCc3NzrFy5EnPmzMGAAQN6/DSgmpoa5OfnIzs7G9XV1TAzM4OzszMcHBx6zN2a1rBND83MzODh4aHz01aARr0yysthZWXFze9v7/vWnh4dPU1NTQ2SkpJgY2Oj9lDRFKlUyq2l6ez7pg5ZWVnIzs6Gn5+fzoSKLVu24IsvvkB8fDy8vb27ekiE6DwKFr1ASEgIJBIJdu7cyZWb9fPz48rN5uTkYOrUqfjhhx/g7+/PPe7OnTsYOnQojh8/rlJSFgCOHj0KiUSCsWPHwsTEBKdPn8aqVauwatUqfPTRR1o9vp7mzz//RHBwMHx8fDBp0iTExMTgwoUL8PT0hEgkglAohJubW48MGewdnIcPH2LkyJFc0CgpKYGFhYVKxZueiK18ZWNjg+HDh3eLUNFYbW0tFzIaVypq6WSRYRjcu3cP2dnZHerR0d1VV1cjOTkZtra2GD58uNa/v5uqMMWuyzA3N9f4eO7du4cHDx7A19dXJ9aRMQyDHTt2YOPGjTh58qTK70ZCSPMoWPQCxcXFWLZsmUqDvG3btnG/5NmGeAkJCQgMDOQe95///Af79+/H/fv3nzjBiYuLw5o1a3Dnzh0wDIPBgwdj6dKlWLx4cbc8GdIVSUlJmDFjBhYsWIDPPvsMenp6YBgG+fn5iImJQVRUFBITEzF8+HAuZAwbNqxHhIyW+jTU1dVxJz1FRUUwMzODg4MDBAJBjyirCdSvO0lJSYGDg0OPeU/ZSkXs+9anTx8uZDTslcFWAHr8+LHOTIHRpurqaiQlJcHe3h7u7u5d/t7LZDKuV4Y2KkyxFe90KVR8++23WLduHU6cOKFSDZEQ0jIKFoToiFOnTuH555/Hhx9+iBUrVjS5D8MwKC4uxuHDhyEWi3HmzBkMGjQIoaGhCAsL67b9HZRKJW7cuIHy8nL4+Pi0OA1DLpdzJ6uFhYUwMTHhQkaXNHZTg/LycqSkpHRZJ3VtkMvlKt3a2V4ZfD6fu8Ph6+vbY+9GNYcNFXw+XycDJVthii1lq+4KUw8ePMC9e/d0KlTs27cPq1evRmxsLJ566qmuHhIh3QoFC0J0QElJCYYOHYotW7bg5ZdfbvPjSktLcfToUYjFYpw8eRLOzs4QiUQQiUTw9PTsFiGjYUlVb2/vdi38VSgU3JXVhierAoGg29TuLykpQVpaGlxdXeHi4tLVw9EKtlu7RCJBXl4elEolBAIBnJycukU5VHWpqqpCcnKyzoaKxhpWmCooKIBcLucqutnb27e7wtSDBw+QlZUFX19fnZj6xjAMfv75Z6xYsQKHDx/G008/3dVDIqTboWBBiI4oLi7uVOO7iooKHD9+HFFRUThx4gTs7e25Oxl+fn46ebImk8mQmpoKHo8HLy+vTpUsVSqVKlfE9fT0VLpH6+LxFxYW4tq1a72ynC7DMLh58yaKi4sxZMgQ7oS1YTnU9jZS7E6qqqqQlJQEgUDQLZs+NuxNk5+fj6qqKtjZ2XF3M1qrMJWdnY27d+/Cx8cHVlZWWhp18xiGQUREBJYtW4bIyMgn1hUSQtqGggUhPVBVVRXi4uIQFRWFY8eOwcLCAqGhoRCJRBg7dqxOnKzV1tYiJSUFffr0gYeHh1rHpFQqUVJSwp30MAwDPp8PgUCgM1fE2Y7SI0aMQN++fbt6OFqlVCqRnp6OyspKlW7iDXtl5Ofno6amRqXHibp7ZXQVqVSK5ORkODo6YsiQId0uVDRFKpVyUxRbqzD18OFD3LlzR2dCBQDExMTg9ddfx4EDBzBr1qyuHg4h3RYFC0J6uJqaGpw+fRpRUVE4cuQIjI2NMXv2bIhEIkyYMKFLTtbY6kdsrX5NnugzDKPSIEwul2u1e3RTHj9+jMzMzF7ZUVqpVOL69euoqqqCr69vs1e22V4Z7PvG9spg37vu2itHKpUiKSkJTk5OGDx4cI8IFY01rjDFFltwcHBASUkJ7t69q1PlhGNjY7Fw4ULs37+/1d5OhJCWUbAgpBepq6tDQkICIiMjcfjwYTAMg5kzZyIsLAyTJ0/WSoOsiooKpKSkwNHRUetTQBp3j66rq1OZdqONLsTZ2dm4c+cOvLy8OjX1rTtSKBS4du0a6urq4OPj065QW11dzYWMsrKyLu+50BGVlZVITk6Gs7Nzj12k31jDClMFBQVgGAYCgQD9+/eHtbV1l38OTp48iVdffRW7d+/GnDlzunQshPQEFCyITiouLsby5ctVSuRu3bq1xTKUgYGBOHfunMq2N954Azt37uT+n52djaVLlyIhIQHm5uaYP38+Nm7cqJUTSl0jl8tx/vx5REZGIiYmBtXV1Zg5cyZEIhGefvppbnqKOrELlV1cXODi4tKlJxUMw6CyshISiYTrQqzJaTcMw3BlNXXpaq22KBQKpKWlQaFQwNvbu1Of39raWu6KeHFxsUqvDF0tP9wbQ0VDOTk5yMzMhJubG6qqqjRSYaq9EhISMGfOHOzcuRMvv/xyr3tPCNEEChZEJ4WEhCA3Nxe7du3imvqNGTOGa+rXlMDAQAwdOhQff/wxt83U1JSrNqJQKODl5QVHR0ds3rwZubm5mDdvHhYvXowNGzZo/Jh0mUKhwMWLFxEVFYXo6GiUlZVh+vTpEIlEeOaZZ2Bqatrp1ygoKMD169d1dqGyVCrlQgY77YY9We3snZyGfRp8fHx0oqymNsnlcpVF+uoM8o17ZbDlhx0cHGBpaakTJ4sVFRVITk5G//79MWjQoK4ejtaxU/+8vb1hY2MD4MkKUzKZTKt3D3/99Vc8//zz2Lp1KxYuXKiVr5P2XjArLi7GunXrcOrUKWRnZ4PP50MkEmH9+vUqa1OaGvsvv/yCuXPnauxYCGkOBQuiczIyMjBixAj88ccf8PPzA1DfkG/GjBl49OgRnJycmnxcYGAgvLy8sGXLliY/fuLECcyaNQuPHz+GQCAAAOzcuRPvvfceCgoKtDINqDtQKpW4cuUKIiMjER0dDYlEgmnTpkEkEiE4OLhDJ8W5ubm4efMmRo0axX3udVlVVRU37aa8vBzW1tbcyWp77+QwDIPMzEwUFhbCx8en1/VpkMlkSElJgaGhITw9PTW6pqVh+eHCwkIYGBhwV8RtbGy6JGSwoWLAgAFwc3PT+ut3NTZUtDT1r7MVptrr0qVLCAsLQ3h4OJYsWaK1r4v2XjBLT0/HunXrsGDBAowYMQIPHjzAkiVLMHr0aERGRnL78Xg87NmzR6WSlbW1tUbuOhPSGgoWROd8//33WLlyJUpKSrhtcrkcJiYmiIiIaHZxXWBgIG7cuAGGYeDo6IjZs2fjgw8+4K62r127FkeOHEFaWhr3mHv37sHNzQ0pKSnw9vbW6HF1R0qlEqmpqYiMjIRYLEZ2djaCgoIgEokwY8aMNl0RZtcUeHp6ws7OTksjV5+amhruhKe0tBSWlpZcr4zW5vazjf/Kysrg6+vbbdYCqEtdXR1SUlJgYmKC0aNHa3WqC9srg33vAHDhUFvTbtjGhwMHDoSrq6vGX0/X5ObmIiMjo93f++2pMNVef/zxB4RCIT7++GMsX75ca6GioxfMGouIiMArr7wCqVTK3dXh8XiIjo6GSCTS1PAJabPeN7Gc6Ly8vDw4ODiobDMwMICtrS3y8vKafdw//vEPDBw4EE5OTrh27Rree+893Lp1C2KxmHvexlfL2f+39Ly9mZ6eHnx9feHr64sNGzYgPT0dERER2LJlC9588008/fTTEAqFmDlzJmxtbVV+SSuVSqxZswaDBg3CnDlzdKasZHuZmJhgwIABGDBgAOrq6rgT1Tt37sDc3BwCgYCb29+QQqHA9evXUV1djTFjxnTbKkYdVVtbi+TkZJibm2PUqFFanz+vp6cHe3t72NvbY/jw4dy0m4yMDMhkMpXKYJqYdlNeXo7k5ORe1fiwoY6GCgAwMzODmZkZXFxcUFtby02X+vPPP1UqTJmbm7crGKSmpkIkEuH999/XaqgA6u+SWFtbc6ECAIKCgqCnp4fLly+3uRpVWVkZLC0tn/ia/de//oXXXnsNbm5uWLJkidamdxHSGAULojWrV69GeHh4i/tkZGR0+Plff/117t8eHh7o27cvpk6dirt37/bKec3qxuPx4OHhAQ8PD3z00UfIzMxEZGQkvvnmG7z11luYNGkSRCIRZs+eDVtbW7z22ms4e/YsYmJium2oaMzIyAj9+vVDv379VOb2Z2VloU+fPip3Mq5evQqFQgE/P78e03+hrWpqapCcnAwrKyuNlxNuCx6PBxsbG9jY2GDo0KHctJs7d+4gPT1d7Yv2y8rKkJKS0mtDRV5eHjIyMjB69OhO36U0NjZG//790b9/f5UKUw8ePICRkREXEFurMHX9+nWEhobinXfewcqVK7V+0t3RC2YNFRYWYv369Sq/6wDg448/xtNPPw1TU1OcOnUKb775JiorK/HWW2+pbfyEtBUFC6I1K1euxIIFC1rcx83NDY6OjtzUBZZcLkdxcTEcHR3b/HoBAQEAgDt37mDQoEFwdHTElStXVPaRSCQA0K7nJfUnasOHD8cHH3yA999/H3fv3kVUVBT279+Pt99+G1ZWVlAqlTh48GCPnWJmaGgIJycnODk5QS6Xcyc87NeYoaEhRo0a1esqjlVXVyM5ORm2trYYPny4zl015fF4sLS0hKWlJQYPHozKykrk5+cjOzsbN2/ehI2NDXdFvCN3mdhQ4ebmhoEDB2rgCHSbRCLBjRs34OnpCXt7e7U+t6GhIfr27Yu+fftCoVBwU92uXr3KVZgyNjaGk5OTypSpmzdvYvbs2Vi+fDnWrFmj1q9JTV8wY5WXl2PmzJkYMWIEPvzwQ5WPffDBB9y/vb29IZVKsXnzZgoWpEvQGguic9i5qElJSfD19QUAnDp1CtOnT2/XXNSLFy9i4sSJuHr1KkaPHs0t3s7NzeWuHH3zzTd45513kJ+f3+umqmhCZWUlZs6cibt376Jv375ITU2Fv78/hEIhhEIh+vfvr3MnmupUV1eHpKQk6OnpwdTUFEVFRTAwMOBOVHWhbr8msR2lHRwcMGzYsG53rI17ZbDraRwcHNpUGa20tBSpqakYNGgQBgwYoIUR65b8/Hxcv34do0eP1mrjR7bCVEFBAbZt24aDBw9i/PjxmD17Nry8vDB37lwsWLAAGzZsUPvXZEFBAYqKilrcx83NDfv37+/Q2kGgvgBAcHAwTE1NERsb2+qi7GPHjmHWrFmoqamh32tE6yhYEJ0UEhICiUSCnTt3ctUz/Pz8uOoZOTk5mDp1Kn744Qf4+/vj7t27+PnnnzFjxgzY2dnh2rVrePvtt9GvXz+utwVbbtbJyQmbNm1CXl4eXn31Vbz22mu9vtysOhQXF2PWrFkwNjbG4cOHYWFhgcePH0MsFkMsFuPChQvw8vKCSCSCUCiEq6trtzvxbAk7/cfCwoJbU8AuIJZIJFzdfvZE1cbGpsunCKkT26ehb9++GDJkSLd/bxv3ymDn9gsEgiZ7ZbChYvDgwejfv38XjbrrsKHCw8PjiSk/2qRUKvHbb78hKioKx48fx6NHj+Di4oLVq1dDJBJ1WVW6jl4wKy8vR3BwMIyNjXH8+PE2BdxPP/0UX3zxBYqLi9V6DIS0BQULopOKi4uxbNkylXrf27Zt4+p9379/H66urkhISEBgYCAePnyIV155Benp6ZBKpejfvz/CwsLw/vvvc30sAODBgwdYunQpEhMTYWZmhvnz5+Ozzz7rddNV1O3x48cIDg7GoEGDcODAgSeuqDEMA4lEgpiYGIjFYiQmJmLEiBEQCoUQiURa78CtblVVVUhOToadnV2z03/Yq6psrwyGYVQWEHfnkNGwT4Obm1u3fi+b0nBuf2Fh4RO9MthQMWTIkF4ZKgoKCnDt2rUuDxUN3b9/HyEhIZg0aRJGjx6NmJgYXLlyBWPHjkVYWBjCwsK0Xv63vRfMysvLMW3aNFRVVSE6OlqlQASfz4e+vj6OHj0KiUSCsWPHwsTEBKdPn8aqVauwatUqfPTRR1o9PkIAChaEkE7Kzc3FhAkTMHnyZHz77bethjSGYVBcXIzDhw8jKioKZ86cwZAhQxAaGoqwsDAMHz68W51kd+RKPcMwKCsr40KGXC5XaQ6myV4P6sauKXBxcekVJVUVCgWKioq4SkU8Hg9yuRz9+/fHkCFDutXXrjqwoUKXetTk5ORg2rRpmDZtGr7++mvuPcnNzcWRI0cQHR2Ns2fPwt3dHf/73/8QFBSklXG194JZYmIipkyZ0uRz3bt3Dy4uLoiLi8OaNWtw584dMAyDwYMHY+nSpVi8eHGv+1okuoGCBSGkUxQKBX766Se88sor7f5Fxp5gHzlyBGKxGKdOnUK/fv0gFAoRFham9d4H7VVWVobU1FQMGDCgw1O7GIZBeXk5N7e/pqaGCxl8Pl+n76axV+p760LlwsJCXL16FVZWVpBKpT3qLlRbsMevS6EiLy8PwcHBmDhxIr777rtmQ3pZWRmOHz8Ob29vuLu7a3mUhPRcFCwIITqjoqICx44dQ1RUFE6cOAE+n89Nl/Lz89OpE7Xi4mKkpaVh0KBBajupZhgGUqmUu5MhlUq5UqgODg46VbaWPf6hQ4eiX79+XT0crSsqKsLVq1fh7u4OJycnMAzD9crIz8+HTCaDvb09BAKBxnpldCX2+EeMGKEzVfXy8/MREhICHx8f/PDDD93qzh8hPQUFC0KITpJKpYiLi0NUVBSOHTsGKysrhIaGQigUYuzYsV160lBQUIDr169j2LBhcHZ21tjrSKVS7kS1oqKi06VQ1aWwsBDXrl3jTqp7m8ahojGGYbheGfn5+aiuroatrS0EAgHs7e1hZGTUBaNWH/b4hw8fjr59+3b1cADUf03OnDkTw4cPx88//9zjghwh3QUFC0KIzquursbp06chFotx5MgRGBsbIzQ0FCKRCBMmTNDqSUReXh5u3LiBkSNHavVKbeNSqFZWVlzX79bKT6oTW/1H28evK9hQ1Z6T6uYCIp/P1+p7pw7snSpdChUlJSWYNWsWBg4ciEOHDnX74EZId0bBghA1Ky4uxvLly1UW6G3dupVboNfU/uvWrcOpU6eQnZ0NPp8PkUiE9evXq3Ssbmr+/i+//IK5c+dq7Fh0UV1dHc6ePYuoqCjExMSAx+Nh5syZCAsLw1NPPaXRk4qcnBzcunULHh4eWq3T31htbS13olpSUgILCwsuZLSlHGVHsaFKl6r/aBN7p6oz03+qq6tRUFAAiUTSoV4ZXYkNFbp0p6qsrAyzZ8+GQCCAWCymvg2EdDEKFoSoWUhICHJzc7Fr1y6upOCYMWO4koKNpaenY926dViwYAFGjBiBBw8eYMmSJRg9ejQiIyO5/Xg8Hvbs2YPp06dz26ytrbvdFU91ksvlOH/+PCIiIhATE4Pa2lrMnDkTIpEIU6ZMUevn5sGDB8jKyoKnpydsbW3V9rydVVdXx52osv0W2JDRXJjtiMePHyMzM7PLQ1VX0UT1o7q6Oi4gNuyVwb53ulS2t6SkBKmpqRqf/tceFRUVEAqFsLS0xJEjR3r1z0JCdAUFC0LUiG2C9Mcff8DPzw8AEBcXhxkzZrSra3hERAReeeUVSKVSbpoPj8dDdHQ0RCKRpobfrSkUCly8eBGRkZGIjo5GeXk5QkJCIBKJEBQU1OGrwQzDICsrCw8fPoS3t7fKXSRdw/ZbkEgkKCoqQp8+fbgTVQsLiw6fqD569Ai3b9+Gp6cn7Ozs1Dxq3cdO/9Jk9aPGvTKMjY0hEAjA5/NhZWXVpSGjtLQUKSkpOrVQXyqV4tlnn4WBgQFiY2NVejwQQroOBQtC1Oj777/HypUrUVJSwm2Ty+UwMTFBREQEwsLC2vQ83333HdasWYOCggJuG4/Hg5OTE2pra+Hm5oYlS5Zg4cKFOnVVU1colUpcvnyZCxn5+fkIDg6GUCjE9OnT23wln2EY3L59G3l5efD19VXrHQBNk8vlKCoqgkQiQWFhIYyMjLiQ0Z4T1ezsbNy9exdeXl6wsbHR8Kh1j0QiQXp6ulanfzXulaGvr8+9d9bW1lqtjtaw+Z+uhIrq6mo8//zzkMvlOHHiRLf6viSkp6OyCYSoUV5e3hMnHwYGBrC1tUVeXl6bnqOwsBDr16/H66+/rrL9448/xtNPPw1TU1OcOnUKb775JiorK/HWW2+pbfw9hZ6eHsaNG4dx48Zh8+bNSElJQWRkJD755BMsWbIEQUFBEAqFmDFjBiwtLZs8yZbL5UhMTISxsTHGjBmj8/PfGzMwMIBAIIBAIIBCoUBxcTEkEglSU1NVTlRtbGyaDRn379/HvXv34OPjo9N3ajSlK0IFAJX3R6lUoqSkhLtr0rBXhq2trUaro7F9WgYPHqwzoaKmpgYvvfQSampqEBcXR6GCEB1DdywIaYPVq1cjPDy8xX0yMjIgFouxb98+3Lp1S+VjDg4O+Oijj7B06dIWn6O8vBzPPPMMbG1tceTIkRb7FqxduxZ79uzBw4cP234gvZxSqUR6ejoiIyMhFovx559/4umnn4ZQKMSsWbO4k+za2lrMmTMHEokEZ8+eRZ8+fbp66GrDnqiyvTIAcCextra20NPTU5n+5ePjA0tLyy4etfaxC9VHjx6tM2tKGndsZ3tlsB3b1Vkdje2oPmjQIAwYMEBtz9sZtbW1eOWVVyCRSHD69OleeQeNEF1HwYKQNigoKEBRUVGL+7i5uWH//v0dngpVUVGB4OBgmJqaIjY2ttWFiMeOHcOsWbNQU1NDlVA6gGEYZGZmciHjxo0beOqppxASEoJDhw6hqKgIJ06c0JmFqprAMAx3NTw/Px8KhQJ8Ph8KhQIlJSXw8/PrlVeEc3NzkZGRgdGjR8Pe3r6rh9MkhmFQWVnJhQy2VwZbxrYz1dHKy8uRnJysU6FCJpNh3rx5ePDgAeLj43vlWh9CugMKFoSoEbt4OykpCb6+vgCAU6dOYfr06S0u3i4vL0dwcDCMjY1x/PjxNk27+fTTT/HFF1+guLhYrcfQGzEMg7t37+Knn37CF198gYqKCowbNw4vvPACQkND4ejo2OPXsrBXwzMzM1FRUQE9PT3w+fwe2zm6Od0hVDSlqV4Z7JSp9lRLYkOFm5ub2jrKd5ZcLseiRYuQkZGBs2fP9spSx4R0FxQsCFGzkJAQSCQS7Ny5kys36+fnx5WbzcnJwdSpU/HDDz/A398f5eXlmDZtGqqqqhAdHa1S3YTP50NfXx9Hjx6FRCLB2LFjYWJigtOnT2PVqlVYtWoVPvroo6461B6luLiYW3OxZcsWnDhxAmKxGJcvX0ZAQACEQiGEQiH69evXI0MGwzDIyMhAUVERfH19IZfLVTpH29nZcZ2jW5qi152xJXW7e/Wrmpoa7r0rLS1tc6+MiooKJCcnw8XFBS4uLtobcAsUCgWWLFmClJQUJCQk9MqmjIR0JxQsCFGz4uJiLFu2TKVB3rZt27gpJffv34erqysSEhIQGBiIxMRETJkypcnnunfvHlxcXBAXF4c1a9bgzp07YBgGgwcPxtKlS7F48WKtVojpqSQSCaZNmwY3NzccOHCAm1rGMAxycnIgFoshFotx8eJFeHt7cyHD1dW1R4QMpVKJmzdvoqysDL6+vk9c4a6srER+fj4kEgmkUilsbW25Uqg9pcsx2/zQy8tLp/qUdBbb5yQ/Px9FRUXN9spgQ8XAgQPh6uraxaOup1AosHz5cly8eBGJiYk9eloiIT0FBQtCSK+WnZ2NoKAgBAQEYM+ePc1O+WEYBhKJBNHR0RCLxUhMTMSoUaO4kDF06NBuGTLYBe2VlZXw9fVtdb1OVVUVFzLYKTfsiWp3XevD9unoaaGiMblcrtIrgy1BbGFhgczMTAwcOBBubm5dPUwA9V+Xb7/9NuLj45GQkKAz07IIIS2jYEEI6dWWLl0KHo+H7du3t/nuD8MwKCoqwuHDhxEVFYX4+HgMGTIEQqEQYWFhGD58eLcIGUqlEteuXUN1dTV8fX3bffeBnXIjkUhQVlYGKysrLmR0l0pabKjw9vbuVVWG2F4Zjx8/5npl9O3blytB3JV3QpVKJd577z0cPXoUiYmJOhN2CCGto2BBCOnV6urqYGho2OEgwC56PnLkCKKionDq1CkMGDCACxkeHh46OV1NoVDg6tWrkMlk8PHx6fS6idraWhQUFEAikaCkpATm5uYQCARwcHDQ2a7IDx8+xJ9//tnrQgVLKpUiKSkJzs7OsLGx4dZlKJVKbuG3nZ2dRntlNKZUKvHBBx/g0KFDSExMxJAhQ7T22oSQzqNgQQghalReXo5jx44hKioKcXFxcHBwgFAohEgkgq+vr06EDLlcjrS0NDAMA29vb7VXfJLJZFzIaGlef1diO4p7e3vD2tq6q4ejdQ1DxaBBg7j3hA3KbMioq6vTWK+MxhiGwfr167F3714kJCRg+PDhGnutxoqLi7F8+XKVtXFbt25tsdxyYGAgzp07p7LtjTfewM6dO7n/Z2dnY+nSpUhISIC5uTnmz5+PjRs39poqa6T3oWBBCCEaIpVKuepSx44dg7W1NUJDQyEUChEQEKDVK8EsmUyGtLQ08Hg8eHl5afwERy6Xc4uHCwsLYWJiwoWM5rqeaxqFivpQ4eTkhMGDBzf7HrC9MtiQIZVKYWdnp5ZeGU29Vnh4OL7++mucPXsWHh4eanvutggJCUFubi527drFVfMbM2YMV82vKYGBgRg6dCg+/vhjbpupqSnXUFKhUMDLywuOjo7YvHkzcnNzMW/ePCxevBgbNmzQ+DER0hUoWBDSi+3YsQObN29GXl4ePD098eWXX8Lf37/Z/SMiIvDBBx/g/v37GDJkCMLDwzFjxgzu4wzDYN26dfj2229RWlqKCRMm4Ouvv6bpDACqq6tx6tQpiMViHD16FCYmJpg9ezbCwsIwfvx4rVzBlMlkSElJgaGhITw9PbUebBQKBbd4uKCgAIaGhnBwcIBAIICVlZVWQsaDBw+QlZUFHx8fWFlZafz1dE1VVRWSkpLg6OiIIUOGtOtzLpVKuZBYXl4Oa2trLiS2p1dGYwzDYMuWLfjf//6H+Ph4eHl5dfi5OoLtP/THH3/Az88PABAXF4cZM2a02H8oMDAQXl5e2LJlS5MfP3HiBGbNmoXHjx9DIBAAAHbu3In33nsPBQUFPaaiGiENdf09eUJIlzh48CBWrFiBdevWISUlBZ6enggODkZ+fn6T+//222946aWXsGjRIqSmpkIkEkEkEiE9PZ3bZ9OmTdi2bRt27tyJy5cvw8zMDMHBwaipqdHWYemsPn36QCgUYt++fcjLy8N3330HhUKBV199FYMHD8ayZcsQHx+Puro6jbx+XV0dkpKSYGxsDC8vry65W6Kvrw+BQAAPDw8EBgbC3d2dm5Z1/vx5ZGRkoLi4GEqlUiOvf//+fQoVSUkQCATtDhUAYGZmBhcXF/j7+2PixIlwcHBAfn4+Lly4gMuXL+PevXuQSqXtek6GYbBjxw58/vnniIuL03qoAIBLly7B2tqaCxUAEBQUBD09PVy+fLnFx/7000+wt7fHqFGjsGbNGlRVVak8r4eHBxcqACA4OBjl5eW4ceOG+g+EEB1AdywI6aUCAgIwZswYbN++HUD9osn+/ftj+fLlWL169RP7z5kzB1KpFLGxsdy2sWPHwsvLCzt37gTDMHBycsLKlSuxatUqAEBZWRkEAgH27t2LuXPnaufAuhmZTIbz588jIiIChw8fRm1tLWbNmgWRSIQpU6aopYRrbW0tkpOTYW5ujlGjRunEOo+GlEolSkpKuCk3DMNwXb9tbW3VMt579+7hwYMH8PHx4aaq9CbV1dVISkqCg4OD2ksjN+6VYWpqyt2JamlNDcMw+Pbbb7Fu3TqcOHEC48ePV9uY2mPDhg3Yt28fbt26pbLdwcEBH330EZYuXdrk47755hsMHDgQTk5OuHbtGt577z34+/tDLBYDAF5//XU8ePAAJ0+e5B5TVVUFMzMzHD9+HCEhIZo7KEK6CK0eIqQXqqurQ3JyMtasWcNt09PTQ1BQEC5dutTkYy5duoQVK1aobAsODkZMTAyA+hO3vLw8BAUFcR+3srJCQEAALl26RMGiGYaGhpg6dSqmTp2KHTt24MKFC4iMjMT//d//oaKiAiEhIRCJRAgKCupQCdeamhokJyfDysoKI0eO1ImF043p6enBzs4OdnZ2cHd3R2lpKfLz85GRkQG5XN7pCkVZWVnIzs6Gr68vLCwsNHAEuo0NFXw+XyP9VoyMjODs7AxnZ2eVXhl//PEH1ytDJpPB3d2de/8YhsG+ffuwdu1axMbGaiRUrF69GuHh4S3uk5GR0eHnf/3117l/e3h4oG/fvpg6dSru3r2LQYMGdfh5CenOKFgQ0gsVFhZCoVCo3KIHAIFAgMzMzCYfk5eX1+T+eXl53MfZbc3tQ1qmr6+PyZMnY/Lkydi6dSt+//13REZGYs2aNXjttdcQHBwMoVCI4ODgFqvVsNgTSjs7u27TW4PH48HGxgY2NjYYOnQoysvLkZ+fj9u3b3eoQtHdu3fx8OHDXh0qkpOTYW9vj2HDhmn8a8DAwACOjo5wdHSEQqFAcXEx8vPzMW/ePEgkEjz99NMQiUQoLy/He++9hyNHjuCpp57SyFhWrlyJBQsWtLiPm5sbHB0dn5gCKpfLUVxcDEdHxza/XkBAAADgzp07GDRoEBwdHXHlyhWVfSQSCQC063kJ6U4oWBBCiA7S09PD+PHjMX78eHz++edITk5GVFQU1q9fjzfeeAPPPPMMhEIhQkJCmlwvcO3aNURGRuLll1/utl3BeTwerKysYGVlhcGDB3MVirKysnDjxg3Y2tpCIBCAz+c/0YeDYRhkZWXh4cOH8PPza1MQ62nYu1W2trZwd3fX+teAvr4++Hw++Hw+Ll26hJMnTyIqKgpLly5FZWUlpk6dirKyMlRVVcHU1FTtr8++dmvGjRuH0tJSJCcnw9fXFwBw9uxZKJVKLiy0RVpaGgCgb9++3PN++umnyM/Ph4ODAwDg9OnTsLS0xIgRI9p5NIR0D7o10ZYQohX29vbQ19fnrp6xJBJJs1fSHB0dW9yf/bs9z0naRk9PD2PGjMFnn32GzMxMXLp0CaNHj8YXX3wBV1dXPP/88/jxxx9RXFwMhmGQlJSEGTNmoKSkpNuGisZ4PB4sLCwwaNAgjB8/HmPHjoW1tTWys7Nx7tw5pKSk4NGjR6irqwPDMLh79y4ePXrUq0NFUlISbG1tdeJulZGREWbPng2hUAiFQoHNmzfD19cXq1atAp/Px/PPP4+ff/4ZZWVlWh/b8OHDMX36dCxevBhXrlzBxYsXsWzZMsydO5erCJWTkwN3d3fuDsTdu3exfv16JCcn4/79+zhy5AjmzZuHp556CqNHjwYATJs2DSNGjMCrr76Kq1ev4uTJk3j//ffxr3/9Sy1rpwjRRRQsCOmFjIyM4Ovri/j4eG6bUqlEfHw8xo0b1+Rjxo0bp7I/UH/1jd3f1dUVjo6OKvuUl5fj8uXLzT4naT89PT14enpi/fr1SE9PR0pKCsaOHYuvv/4abm5umDJlCoKDgyESibBly5YuP6HUFDMzM7i6umLs2LGYMGECbG1t8fjxY5w/fx6//vorsrOz4eHh0StDBbtY38bGRidCBSs2Nhavv/46fvrpJ6xatQrh4eH4888/8fvvv8PDwwPh4eHg8/kICQnBw4cPtTq2n376Ce7u7pg6dSpmzJiBiRMn4ptvvuE+LpPJcOvWLa7qk5GREc6cOYNp06bB3d0dK1euxHPPPYejR49yj9HX10dsbCz09fUxbtw4vPLKK5g3b55K3wtCehqqCkVIL3Xw4EHMnz8fu3btgr+/P7Zs2YJDhw4hMzMTAoEA8+bNg7OzMzZu3Aigvtzs5MmT8dlnn2HmzJk4cOAANmzYgJSUFIwaNQoAEB4ejs8++wz79u2Dq6srPvjgA1y7dg03b97sVJ170jqGYRAVFYVXX30Vtra2yM/Px4QJEyASiRAaGgqBQKAzJ5iawjAMMjIykJeXBzMzM1RUVMDS0pKrUNSRxe/dTW1tLZKSknRusX5cXBxeffVV7NmzBy+++GKz+929excxMTH417/+RT8zCOmGKFgQ0ott376da5Dn5eWFbdu2cXOKAwMD4eLigr1793L7R0RE4P333+ca5G3atKnJBnnffPMNSktLMXHiRHz11VcYOnSotg+t17lw4QJmzpyJ9evXY/ny5bh//z6ioqIQHR2Ny5cvY+zYsRAKhRAKhXB2dtaZE051YRgGt2/fhkQiga+vL8zMzFBXV8eVsC0uLoa5uTkXMszMzLp6yGrH3qmwtLTUqVBx9uxZzJ07Fzt37sTLL7+sM+MihKgfBQtCCOnm4uPjIRKJ8MUXX6iUwATqT7hzcnIgFosRFRWF3377DT4+PlzIcHFx6fYneg1DhZ+fX5MLgWUymUqvhT59+rSp10J3wTZAtLCwwKhRo3TmeM6fP48XXngB27Ztw4IFC3RmXIQQzaBgQQgh3djx48fxwgsv4Ouvv8a8efNa3JdhGOTl5SEmJgZRUVE4d+4cPDw8uJDRkW7MXY1hGNy6dQsFBQXw9fVtU3Whhr0WCgsLYWRkBIFAAAcHB1haWna7zwHbl8bMzEynGiBeunQJYWFh2LRpE954441u93klhLQfBQtCCOnGvvrqK9jZ2WHOnDntehzDMCgqKsLhw4cRGRmJs2fPYujQoRAKhRCJRDq16Lc5DMMgMzMThYWF8PPz69AaCoVCgaKiIuTn56OgoAD6+vrcnQxra2ud/xzoaqj4448/IBQKsX79eixbtkznP4+EEPWgYEEIIb0cwzAoLS3FkSNHEBUVhdOnT2PgwIFcyPDw8NCZE1YWu1C7uLgYvr6+almYrVQquYZu+fn54PF44PP5EAgEsLGx0bnPgUwmQ3JyMvr06aNT71FqaipmzZqF999/HytWrKBQQUgvQsGCEEKIivLycsTGxiIqKgpxcXFwdHTkQoaPj0+Xn8BqIlQ0plQqUVpaivz8fEgkEjAMAz6fDwcHB9jZ2XX554ANFSYmJhg9enSXj4d1/fp1zJgxA6tWrcLq1aspVBDSy1CwIIQQ0qzKykqcOHECYrEYx44dg42NDUJDQyESieDv7w99fX2tjodhGNy8eRMlJSXw8/PTSklShmFQVlYGiUSC/Px8yGQyLmSwzSa1SSaTISUlBcbGxjoVKm7evImQkBD861//wrp16yhUENIL6cZPI0IIaacdO3bAxcUFJiYmCAgI4DriNuXbb7/FpEmTYGNjAxsbGwQFBT2xP1uxpuGf6dOna/owdJ65uTleeOEF/PLLL5BIJNi2bRvKysrwwgsvwN3dHStWrMD58+chl8s1PhaGYXDjxg2UlpZqLVQA9V2/ra2tMWzYMEycOJF77Tt37iAxMRFXr15Fbm6uVj4HbKgwMjLSqVBx69YtzJo1C4sXL6ZQQUgvRncsCCHdzsGDBzFv3jzs3LkTAQEB2LJlCyIiInDr1i04ODg8sf/LL7+MCRMmYPz48TAxMUF4eDiio6Nx48YNODs7A6gPFhKJBHv27OEeZ2xsDBsbG60dV3dSW1uL+Ph4REVF4fDhw9DX18esWbMQFhaGSZMmwdDQUK2vx4aK8vJy+Pr6wtjYWK3P39ExSaVS7k6GVCqFnZ0dHBwcwOfzYWRkpNbXk8vlSElJgYGBAby8vHQmVNy9exfTp0/H3LlzsXnzZp0ZFyFE+yhYEEK6nYCAAIwZMwbbt28HUD8fvn///li+fDlWr17d6uMVCgVsbGywfft2rkTrggULUFpaipiYGE0OvUeSyWQ4d+4cIiMjERMTA5lMhlmzZkEoFGLKlCmdDgFKpRI3btxARUWFzoSKpkilUm7hd0VFBWxsbODg4AAHB4dOj7lhqPD09NT69Kvm3L9/HyEhIQgNDcXWrVspVBDSy9FPAEJIt8KW1wwKCuK26enpISgoCJcuXWrTc1RVVUEmk8HW1lZle2JiIhwcHDBs2DAsXboURUVFah17T2VoaIigoCDs3LkTOTk5iIqKgoWFBd566y24urritddew9GjR1FdXd3u51YqlUhPT0dFRQX8/Px0NlQAgJmZGVxdXREQEIAJEybA3t4eeXl5+PXXX/HHH38gOzsbNTU17X5euVyO1NRU6Ovr61SoePToEWbOnImQkBAKFYQQAHTHghDSzTx+/BjOzs747bffMG7cOG77u+++i3PnzuHy5cutPsebb76JkydP4saNG9w8/QMHDsDU1BSurq64e/cu/vOf/8Dc3ByXLl3SmRO57kahUOD3339HVFQUoqOjUVhYiOnTp0MoFCI4OBhmZmYtPl6pVOL69euoqqqCr6+v2qcWaUttbS13J6OkpAQWFhZcQ77WGvopFAqkpKRAT08PXl5eOvO1mJubi+nTp2PSpEn49ttvdWZchJCuRcGCENKtdDZYfPbZZ9i0aRMSExMxevToZvfLysrCoEGDcObMGUydOlVt4++tlEolkpKSuJCRk5ODZ555BkKhECEhIbC0tFTZv6amBgsXLoRQKMSzzz7bbUNFY3V1dSgoKEB+fj6KiopgZmbGhQxzc3OVfRUKBVJTUwEA3t7eOnPyLpFIEBISAj8/P+zbt09nxkUI6Xp035IQ0q2w5T0lEonKdolEAkdHxxYf+/nnn+Ozzz7DqVOnWgwVAODm5gZ7e3vcuXOn02Mm9dPV/P39ER4ejszMTFy8eBGjRo3C5s2b4eLighdeeAH79+9HSUkJqqurIRKJcPPmTUyZMqXHhAoAMDIygrOzM7y9vTF58mS4uLigoqICly9fxm+//YY7d+6gvLwccrkcaWlpYBhGp0JFYWEhZs+eDU9PT+zdu1dnxkUI0Q10x4IQ0u0EBATA398fX375JYD6q+EDBgzAsmXLml28vWnTJnz66ac4efIkxo4d2+prPHr0CAMGDEBMTAxCQ0PVOn7yN7YvRWRkJFepy8LCAkZGRjhx4gSGDh3aK0qXKhQKFBYWQiKRoLCwEAzDwNDQECNHjoStra1OfA6Ki4sxa9YsuLq64tChQ2qv/EUI6f4oWBBCup2DBw9i/vz52LVrF/z9/bFlyxYcOnQImZmZEAgEmDdvHpydnbFx40YAQHh4ONauXYuff/4ZEyZM4J7H3Nwc5ubmqKysxEcffYTnnnsOjo6OuHv3Lt59911UVFTg+vXrOr1guCeprq7GjBkz8Oeff8Le3h43btzAxIkTIRQKERoaCoFAoBMn2JqkUCiQlpaGmpoaWFpaorCwEPr6+lx1KRsbmy75HJSVlWH27NkQCAQQi8X0PUEIaRJNhSKEdDtz5szB559/jrVr18LLywtpaWmIi4uDQCAAAGRnZyM3N5fb/+uvv0ZdXR2ef/559O3bl/vz+eefAwD09fVx7do1hIaGYujQoVi0aBF8fX3x66+/0gmUltTU1ODZZ59FdXU1bty4gdTUVNy+fRszZ87EoUOHMHToUEyfPh07duzAo0eP0BOviSmVSly7dg0KhQIBAQHw8PDA5MmTMXLkSG4h+7lz53Dz5k0UFhZCqVRqZVwVFRUICwuDra0toqKitPY9UVxcjJdffhmWlpawtrbGokWLUFlZ2ez+9+/ff6LJJfsnIiKC26+pjx84cEAbh0RIj0d3LAghhHQpdk1FRUUF4uLinljIzTAMHj16BLFYDLFYjIsXL8LPzw9CoRBCoRADBw7s9ncylEolrl69irq6Ovj4+DQ5zYhhGJSUlHAVphQKBfh8PhwcHGBnZ6eR9Q5SqRTPPvssDA0NERsb22oVK3UKCQlBbm4udu3aBZlMhoULF2LMmDH4+eefm9xfoVCgoKBAZds333yDzZs3Izc3l1scz+PxsGfPHkyfPp3bz9raWmud3AnpyShYEEII6TJVVVUQCoWorq7GiRMnYGFh0eL+DMMgLy8P0dHRiIqKwvnz5zF69GguZAwePLjbhQz2TkVtbW2zoaIxhmFQXl7Odf2uq6uDvb09BAIB7OzsYGBg0OlxVVVV4YUXXoBCocDx48efqFqlSRkZGRgxYgT++OMP+Pn5AQDi4uIwY8YMPHr0CE5OTm16Hm9vb/j4+GD37t3cNh6Ph+joaIhEIk0MnZBejYIFIYSQLlNbW4v169fjvffeazVUNMYwDAoLC3H48GFERkYiISEBw4YN40LG8OHDdT5ksFOcqqur4evr26EF0QzDoLKykgsZ1dXVsLOzg0AggL29fYees6amBnPmzEFlZSVOnjz5xF0kTfv++++xcuVKlJSUcNvkcjlMTEwQERGBsLCwVp8jOTkZfn5+uHjxIsaPH89t5/F4cHJyQm1tLdzc3LBkyRIsXLhQ579WCOkOOn9JgxBCCOkgY2NjfPLJJx16LI/HA5/Px2uvvYZFixahpKQER44cgVgsxueffw4XFxcIhUKIRCKMGjVK5zpDqyNUAPWfBwsLC1hYWGDw4MGorKxEfn4+Hjx4gBs3bsDW1hYCgQB8Pr9NpXtra2vxyiuvoLS0FKdOndJ6qACAvLw8ODg4qGwzMDCAra0t8vLy2vQcu3fvxvDhw1VCBQB8/PHHePrpp2FqaopTp07hzTffRGVlJd566y21jZ+Q3oqCBSGEkG6Px+PB1tYWCxYswIIFC1BWVobY2FiIxWJMnToVffv2RWhoKMLCwuDt7d3lIUOpVCI9PZ3rKq7O0q1stTM3NzdUVVUhPz8fOTk5yMjIgLW1NRcymlpTIJPJsGDBAjx+/Bjx8fGwsbFR27gAYPXq1QgPD29xn4yMjE6/TnV1NX7++Wd88MEHT3ys4TZvb29IpVJs3ryZggUhakBToQghhPRolZWVOHHiBKKionD8+HHY2tpi9uzZCAsLw5gxY7Te5I0NFVKpFL6+vlprAFhTU4P8/HxIJBKUlZUhMTERhoaGeOmllzB06FDI5XL885//RGZmJhISEsDn89U+hoKCAhQVFbW4j5ubG/bv39+pqVA//vgjFi1ahJycnFaP49ixY5g1axZqamqoChwhnaRb94UJIaSX2LFjB1xcXGBiYoKAgABcuXKl2X337t37RHnMxlebGYbB2rVr0bdvX/Tp0wdBQUH4888/NX0Y3YK5uTleeOEFHDhwAHl5ediyZQtKS0vx3HPPwd3dHStXrsSvv/4KuVyu8bEwDIMbN26gsrJSq6ECAExMTDBgwACMGTMGkyZNwsCBA3H27Fn4+fnBy8sL48aNQ2pqKs6cOaORUAEAfD4f7u7uLf4xMjLCuHHjUFpaiuTkZO6xZ8+ehVKpREBAQKuvs3v3boSGhrbpONLS0mBjY0OhghA1oGBBCCFadvDgQaxYsQLr1q1DSkoKPD09ERwcjPz8/GYfY2lpidzcXO7PgwcPVD6+adMmbNu2DTt37sTly5dhZmaG4OBg1NTUaPpwuhVTU1OIRCL8+OOPyM3NxTfffIPa2lq8/PLLGDJkCN566y0kJCRAJpOp/bXZUFFRUaH1UNGYsbExFi9ejHPnzuHWrVuwtrbG/fv38ejRIzzzzDP48MMPcf369S7rFzJ8+HBMnz4dixcvxpUrV3Dx4kUsW7YMc+fO5SpC5eTkwN3d/YlQfufOHZw/fx6vvfbaE8979OhRfPfdd0hPT8edO3fw9ddfY8OGDVi+fLlWjouQno6mQhFCiJYFBARgzJgx2L59O4D6qTH9+/fH8uXLsXr16if237t3L/7973+jtLS0yedjGAZOTk5YuXIlVq1aBaC+U7JAIMDevXsxd+5cjR1LTyGTyZCYmIjIyEgcPnwYcrkcs2bNglAoRGBgYKevZjMMg5s3b6KsrAy+vr46c3VcqVTi7bffRnx8PBITE2FtbY3jx49z08acnZ3x3HPP4dlnn4Wfn59WKycVFxdj2bJlOHr0KPT09PDcc89h27ZtXNnb+/fvw9XVFQkJCQgMDOQe95///Af79+/H/fv3n1hLExcXhzVr1uDOnTtgGAaDBw/G0qVLsXjx4i5fd0NIT0DBghBCtKiurg6mpqaIjIxUqaM/f/58lJaW4vDhw088Zu/evXjttdfg7OwMpVIJHx8fbNiwASNHjgQAZGVlYdCgQUhNTYWXlxf3uMmTJ8PLywtbt27V9GH1KHK5HBcuXEBkZCRiYmJQWVmJmTNnQigUYurUqejTp0+7no8NFaWlpfDz89OpUPHee+/h6NGjSExMhJubm8rHq6qqcPLkSURFReHo0aPYsWMHXnnllS4aLSGkO6B4TgghWlRYWAiFQgGBQKCyXSAQNFtGc9iwYfj+++9x+PBh7N+/H0qlEuPHj8ejR48AgHtce56TNM/AwACBgYHYvn07Hjx4gNjYWDg4OODdd9+Fq6sr5s+fj+joaEil0lafi2EYZGRkoKSkROfuVLz//vuIiYlBfHz8E6ECqJ82FhYWhv379yM/Px/PP/98F4yUENKdULAghBAdN27cOMybNw9eXl6YPHkyxGIx+Hw+du3a1dVD6/H09fUxceJE/L//9/+QlZWFM2fOwNXVFR9++CFcXFzwj3/8A4cOHUJ5efkTj1UoFFiyZAkuXboEPz+/Jsu7dgWGYbB+/XocOHAA8fHxGDJkSKuPMTY21pnxE0J0FwULQgjRInt7e+jr60Mikahsl0gkcHR0bNNzGBoawtvbG3fu3AEA7nGdeU7SOj09Pfj7+2PTpk24desWLly4gJEjR2LTpk1wcXHBiy++iJ9++gmlpaVQKBT45z//iTNnziAwMFBnTsoZhsFnn32G77//HmfOnIG7u3tXD4kQ0oNQsCCEEC0yMjKCr68v4uPjuW1KpRLx8fEYN25cm55DoVDg+vXr6Nu3LwDA1dUVjo6OKs9ZXl6Oy5cvt/k5Sfvo6enB29sbn376KW7cuIGkpCT4+flh+/btGDhwINzd3XHq1Cn8/PPPTU4z6goMw+D//b//h6+++gqnT5/GqFGjunpIhJAehhZvE0KIlh08eBDz58/Hrl274O/vjy1btuDQoUPIzMyEQCDAvHnz4OzsjI0bNwIAPv74Y4wdOxaDBw9GaWkpNm/ejJiYGCQnJ2PEiBEAgPDwcHz22WfYt28fXF1d8cEHH+DatWu4efOmzlwt7w2USiUWLlyIw4cPw9nZGbdv38akSZMgFAoRGhoKBwcHrVZWYjEMg+3btyM8PBwnT57EmDFjtD4GQkjPZ9DVAyCEkN5mzpw5KCgowNq1a5GXlwcvLy/ExcVxi6+zs7NVSl+WlJRg8eLFyMvLg42NDXx9ffHbb79xoQIA3n33XUilUrz++usoLS3FxIkTERcXR6FCixiGwTvvvIOEhASkpKTA1dUV9+7dQ1RUFA4cOICVK1di/PjxCA0NhVAohJOTk1ZCBsMw+Oabb7Bx40acOHGCQgUhRGPojgUhhBDSSQzD4L333sPPP/+Mc+fOYdCgQU98/OHDhxCLxRCLxbh06RJ8fX0hFAohEokwYMAAjYQMhmGwd+9erFmzBrGxsXjqqafU/hqEEMKiYEEIIYR0AsMw+M9//oMffvgBiYmJrVZZYhgGubm5iI6Ohlgsxvnz5zF69GiIRCIIhUIMGjRILSGDYRjs378fq1atwpEjRzBlypROPychhLSEggUhhBDSCQqFAitWrMCbb76JYcOGteuxDMOgsLCQCxlnz56Fu7s7FzLc3d07FDIYhkFERASWLVuGqKgoBAcHt/s5CCGkvShYEEIIITqAYRiUlJTg8OHDEIvFOH36NNzc3LjpUiNHjlRZe9OS6OhovPHGGzhw4ABmzZql4ZETQkg9ChaEEEKIDiorK8PRo0chFotx8uRJODk5cSHDy8ur2ZARGxuLhQsXYv/+/QgLC9PyqAkhvRkFC0IIIUTHVVZW4vjx44iKisLx48dhb2+P2bNnIywsDGPGjOFCRlxcHObNm4fvv/8eL774YhePmhDS21CDPEIIIR2yY8cOuLi4wMTEBAEBAbhy5Uqz+wYGBoLH4z3xZ+bMmdw+CxYseOLj06dP18ah6Dxzc3O8+OKLOHjwICQSCf73v/+huLgYzz77LNzd3bFq1Sp8+eWXmDdvHnbt2oUXXnihq4dMCOmF6I4FIYSQdjt48CDmzZuHnTt3IiAgAFu2bEFERARu3boFBweHJ/YvLi5GXV0d9/+ioiJ4enriu+++w4IFCwDUBwuJRII9e/Zw+xkbG8PGxkbjx9Nd1dTU4MyZM4iMjMSPP/6INWvWYP369V3ShI8QQihYEEIIabeAgACMGTMG27dvB1Dfcbp///5Yvnw5Vq9e3erjt2zZgrVr1yI3NxdmZmYA6oNFaWkpYmJiNDn0HqusrAzm5ubQ19fv6qEQQnopmgpFCCGkXerq6pCcnIygoCBum56eHoKCgnDp0qU2Pcfu3bsxd+5cLlSwEhMT4eDggGHDhmHp0qUoKipS69h7MisrKwoVhJAuRcGCEEJIuxQWFkKhUEAgEKhsFwgEyMvLa/XxV65cQXp6Ol577TWV7dOnT8cPP/yA+Ph4hIeH49y5cwgJCYFCoVDr+AkhhGgGBQtCCCFatXv3bnh4eMDf319l+9y5cxEaGgoPDw+IRCLExsbijz/+QGJiYtcMlDTp008/xfjx42Fqagpra+s2PYZhGKxduxZ9+/ZFnz59EBQUhD///FNln+LiYrz88suwtLSEtbU1Fi1ahMrKSg0cASFEUyhYEEIIaRd7e3vo6+tDIpGobJdIJHB0dGzxsVKpFAcOHMCiRYtafR03NzfY29vjzp07nRovUa+6ujq88MILWLp0aZsfs2nTJmzbtg07d+7E5cuXYWZmhuDgYNTU1HD7vPzyy7hx4wZOnz6N2NhYnD9/Hq+//romDoEQoiEULAghhLSLkZERfH19ER8fz21TKpWIj4/HuHHjWnxsREQEamtr8corr7T6Oo8ePUJRURH69u3b6TET9fnoo4/w9ttvw8PDo037MwyDLVu24P3334dQKMTo0aPxww8/4PHjx9xC/YyMDMTFxeG7775DQEAAJk6ciC+//BIHDhzA48ePNXg0hBB1omBBCCGk3VasWIFvv/0W+/btQ0ZGBpYuXQqpVIqFCxcCAObNm4c1a9Y88bjdu3dDJBLBzs5OZXtlZSXeeecd/P7777h//z7i4+MhFAoxePBgBAcHa+WYiGbcu3cPeXl5Kov9raysEBAQwC32v3TpEqytreHn58ftExQUBD09PVy+fFnrYyaEdIxBVw+AEEJI9zNnzhwUFBRg7dq1yMvLg5eXF+Li4rgF3dnZ2Vw3aNatW7dw4cIFnDp16onn09fXx7Vr17Bv3z6UlpbCyckJ06ZNw/r162FsbKyVYyKawS7ob2mxf15e3hP9TwwMDGBra9umggCEEN1AwYIQQkiHLFu2DMuWLWvyY00tuB42bBiaa53Up08fnDx5Up3DI+2wevVqhIeHt7hPRkYG3N3dtTQiQkh3RMGCEEII6eVWrlzJdUBvjpubW4eem13QL5FIVNbLSCQSeHl5cfvk5+erPE4ul6O4uLjVggCEEN1BwYIQQgjp5fh8Pvh8vkae29XVFY6OjoiPj+eCRHl5OS5fvsxVlho3bhxKS0uRnJwMX19fAMDZs2ehVCoREBCgkXERQtSPFm8TQgghpM2ys7ORlpaG7OxsKBQKpKWlIS0tTaXnhLu7O6KjowEAPB4P//73v/HJJ5/gyJEjuH79OubNmwcnJyeIRCIAwPDhwzF9+nQsXrwYV65cwcWLF7Fs2TLMnTsXTk5OXXGYhJAOoDsWhBBCCGmztWvXYt++fdz/vb29AQAJCQkIDAwEUL9Qv6ysjNvn3XffhVQqxeuvv47S0lJMnDgRcXFxMDEx4fb56aefsGzZMkydOhV6enp47rnnsG3bNu0cFCFELXhMcyvpCCGEEEIIIaSNaCoUIYSQXun8+fOYPXs2nJycwOPxuGZtLUlMTISPjw+MjY0xePBg7N2794l9duzYARcXF5iYmCAgIABXrlxR/+AJIUQHUbAghBDSK0mlUnh6emLHjh1t2v/evXuYOXMmpkyZgrS0NPz73//Ga6+9plIm9+DBg1ixYgXWrVuHlJQUeHp6Ijg4+ImKR4QQ0hPRVChCCCG9Ho/HQ3R0NLeYuCnvvfcejh07hvT0dG7b3LlzUVpairi4OABAQEAAxowZg+3btwMAlEol+vfvj+XLl2P16tUaPQZCCOlqdMeCEEIIaYNLly4hKChIZVtwcDAuXboEAKirq0NycrLKPnp6eggKCuL2IYSQnoyCBSGEENIGeXl5EAgEKtsEAgHKy8tRXV2NwsJCKBSKJvfJy8vT5lAJIaRLULAghBBCCCGEdBr1sSCEEELawNHRERKJRGWbRCKBpaUl+vTpA319fejr6ze5j6OjozaHSgghXYLuWBBCCCFtMG7cOMTHx6tsO336NMaNGwcAMDIygq+vr8o+SqUS8fHx3D6EENKTUbAghBDSK1VWViItLQ1paWkA6svJpqWlITs7GwCwZs0azJs3j9t/yZIlyMrKwrvvvovMzEx89dVXOHToEN5++21unxUrVuDbb7/Fvn37kJGRgaVLl0IqlWLhwoVaPTZCCOkKNBWKEEJIr5SUlIQpU6Zw/1+xYgUAYP78+di7dy9yc3O5kAEArq6uOHbsGN5++21s3boV/fr1w3fffYfg4GBunzlz5qCgoABr165FXl4evLy8EBcX98SCbkII6YmojwUhhBBCCCGk02gqFCGEEEIIIaTTKFgQQgghhBBCOo2CBSGEEEIIIaTTKFgQQgghhBBCOo2CBSGEEEIIIaTTKFgQQgghhBBCOo2CBSGEEEIIIaTTKFgQQgghhBBCOo2CBSGEEEIIIaTTKFgQQgghhBBCOo2CBSGEEEIIIaTTKFgQQgghhBBCOo2CBSGEEEIIIaTTKFgQQgghhBBCOo2CBSGEEEIIIaTTKFgQQgghhBBCOo2CBSGEEEIIIaTTKFgQQgghhBBCOo2CBSGEEEIIIaTTKFgQQgghhBBCOo2CBSGEEEIIIaTTKFgQQgghhBBCOo2CBSGEEEIIIaTTKFgQQgghhBBCOo2CBSGEEEIIIaTTKFgQQgghhBBCOo2CBSGEEEIIIaTTKFgQQgghhBBCOo2CBSGEEEIIIaTTKFgQQgghhBBCOo2CBSGEEEIIIaTTKFgQQgghhBBCOo2CBSGEEEIIIaTT/j+Ip5a+FdC+lAAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "parametrized_curve_a = lambda x: gs.transpose(\n", " gs.stack((gs.cos(2 + 8 * x), gs.sin(2 + 8 * x), 2 + 10 * x))\n", ")\n", "parametrized_curve_b = lambda x: gs.transpose(\n", " gs.stack((gs.cos(4 + 8 * x), gs.sin(4 + 8 * x), 2 + 10 * x**2))\n", ")\n", "\n", "sampling_points = gs.linspace(0.0, 1.0, k_sampling_points)\n", "curve_a = parametrized_curve_a(sampling_points)\n", "curve_b = parametrized_curve_b(sampling_points)\n", "\n", "\n", "ax = plot_curve_3d(curve_a, \"o-b\", add_origin=False)\n", "plot_curve_3d(curve_b, \"o-r\", ax=ax, add_origin=False)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "curve_a0 = curves_r3.projection(curve_a)\n", "curve_b0 = curves_r3.projection(curve_b)\n", "\n", "curve_a0 = curves_r3.normalize(curve_a0)\n", "curve_b0 = curves_r3.normalize(curve_b0)" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "tags": [ "nbsphinx-thumbnail" ] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "curves_r3.equip_with_group_action((\"rotations\", \"reparametrizations\"))\n", "curves_r3.equip_with_quotient_structure()\n", "\n", "curve_b0_aligned = curves_r3.fiber_bundle.align(curve_b0, curve_a0)\n", "\n", "ax = plot_curve_3d(curve_a0, \"o-b\")\n", "plot_curve_3d(curve_b0_aligned, \"o-r\", ax=ax)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## References\n", "\n", ".. [SKJJ2011] A. Srivastava, E. Klassen, S. H. Joshi and I. H. Jermyn,\n", " \"Shape Analysis of Elastic Curves in Euclidean Spaces,\"\n", " in IEEE Transactions on Pattern Analysis and Machine Intelligence,\n", " vol. 33, no. 7, pp. 1415-1428, July 2011.\n", "\n", ".. [L2017] A. Le Brigant,\n", " \"A discrete framework to find the optimal matching between manifold-valued curves,\"\n", " in Journal of Mathematical Imaging and Vision, 61,\n", " pp. 40-70, 2019." ] } ], "metadata": { "backends": [ "numpy", "autograd", "pytorch" ], "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.5" } }, "nbformat": 4, "nbformat_minor": 2 }