{ "cells": [ { "cell_type": "markdown", "id": "d3a94c28-9844-452d-8d11-29be44fa7910", "metadata": {}, "source": [ "\n", "Numerical optimization\n", "======================\n", "\n", "Silent substitution can be approached as a [constrained numerical optimization](https://en.wikipedia.org/wiki/Constrained_optimization) problem of the form:\n", "\n", "\\begin{equation}\n", "\\begin{array}{rrclcl}\n", "& \\underset{x \\in \\mathbb{R}^{n}}{\\text{minimize}}\n", "& f(x) \\\\\n", "& \\text{subject to}\n", "& g^{L} \\le g(x) \\le g^{U} \\\\\n", "& & x^{L} \\le x \\le x^{U} ,\n", "\\end{array}\n", "\\end{equation}\n", "\n", "where $x \\in \\mathbb{R}^{n}$ are the optimization variables (i.e., the primary input weights) whose lower and upper bounds, $x^{L}$ and $x^{U}$, are between 0 and 1 to ensure that the solution is within the gamut of the device, $f(x)$ is the objective function that aims to maximise contrast of the target photoreceptor(s), and $g(x)$ is a constraint function that calculates contrast for the silenced photoreceptor(s), where $g^{L}$ and $g^{U}$ should be zero. In all cases, $x$ is a vector containing the primary input weights. \n", "\n", "`pysilsub.problems.SilentSubstitutionProblem` has an `.optim_solve()` method that uses `SciPy`'s optimisation algorithms to solve a defined problem. By default, it performs a local optimisation with `scipy.optimize.minimize` using the `SLSQP` [sequential quadratic least squares programming](https://docs.scipy.org/doc/scipy-1.8.0/html-scipyorg/reference/optimize.minimize-slsqp.html) solver. \n", "\n", "The objective function, $f(x)$, and the contrast constraint function, $g(x)$, are built into the problem class and are conditioned by the values given to the properties. \n" ] }, { "cell_type": "markdown", "id": "d2dffa3a-6a2d-4922-8a26-370efc4d6058", "metadata": {}, "source": [ "Basic example\n", "-------------" ] }, { "cell_type": "code", "execution_count": 1, "id": "fa5d5f68-9bda-43a4-b0f2-c80a3aa63a5f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "************************************************************\n", "*************** Silent Substitution Problem ****************\n", "************************************************************\n", "Device: STLAB_1 (binocular, left eye)\n", "Observer: ColorimetricObserver(age=32, field_size=10)\n", "Ignoring: ['rh']\n", "Silencing: ['sc', 'mc', 'lc']\n", "Targeting: ['mel']\n", "Target contrast: [ 0.5]\n", "Background: None\n", "\n", "\n", "~~~~~~~~~~~~~~~~~~~~~~~ optim_solve ~~~~~~~~~~~~~~~~~~~~~~~~\n", "> No background specified, will optimise background.\n", "> Performing local optimization with SLSQP.\n", " Background settings: [4085, 1346, 5, 0, 69, 2877, 4094, 3496, 1294, 222]\n", " Modulation settings: [2102, 452, 999, 4036, 4011, 1267, 2098, 3777, 4094, 4069]\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from pysilsub.problems import SilentSubstitutionProblem as SSP\n", "\n", "# Instantiate the problem class\n", "ssp = SSP.from_package_data('STLAB_1_York')\n", "\n", "# Define problem\n", "ssp.ignore = ['rh']\n", "ssp.target = ['mel']\n", "ssp.silence = ['sc', 'mc', 'lc']\n", "ssp.target_contrast = .5\n", "ssp.print_problem()\n", "\n", "# Find solution\n", "solution = ssp.optim_solve(**{'options':{'disp':False}})\n", "\n", "# Plot solution\n", "fig = ssp.plot_solution(solution.x)\n", "\n", "# Show device settings\n", "print(f' Background settings: {ssp.w2s(solution.x[0:ssp.nprimaries])}')\n", "print(f' Modulation settings: {ssp.w2s(solution.x[ssp.nprimaries:])}')" ] }, { "cell_type": "code", "execution_count": 2, "id": "608e7c18-3625-451c-a400-9284c25cf2dc", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "sc -0.000051\n", "mc 0.000338\n", "lc -0.000136\n", "rh 0.281317\n", "mel 0.496757\n", "dtype: float64\n" ] } ], "source": [ "# Look at the actual contrast values\n", "ssp.print_photoreceptor_contrasts(solution.x)" ] }, { "cell_type": "markdown", "id": "0b0aead4-7b78-495c-9783-d7ed733e7d27", "metadata": { "tags": [] }, "source": [ "\n", "Maximising contrast\n", "-------------------\n", "\n", "If you want `.optim_solve(...)` to maximise contrast rather than aim for a target value, you can set the `target_contrast` property to `'max'` or `'min'`." ] }, { "cell_type": "code", "execution_count": 3, "id": "c94214c2-fbc5-4a5e-907e-544d8cb56a64", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "************************************************************\n", "*************** Silent Substitution Problem ****************\n", "************************************************************\n", "Device: STLAB_1 (binocular, left eye)\n", "Observer: ColorimetricObserver(age=32, field_size=10)\n", "Ignoring: ['rh']\n", "Silencing: ['sc', 'mc', 'lc']\n", "Targeting: ['mel']\n", "Target contrast: [inf]\n", "Background: None\n", "\n", "\n", "~~~~~~~~~~~~~~~~~~~~~~~ optim_solve ~~~~~~~~~~~~~~~~~~~~~~~~\n", "> No background specified, will optimise background.\n", "> Aiming to maximise contrast.\n", "> Performing local optimization with SLSQP.\n", " Background settings: [2585, 0, 2729, 0, 0, 260, 1951, 3720, 0, 0]\n", " Modulation settings: [0, 0, 3069, 4027, 3058, 0, 0, 3451, 3983, 3969]\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ssp.target_contrast = 'max'\n", "ssp.print_problem()\n", "\n", "# Find solution\n", "solution = ssp.optim_solve(**{'options':{'disp':False}})\n", "\n", "# Plot solution\n", "_ = ssp.plot_solution(solution.x)\n", "\n", "# Show device settings\n", "print(f' Background settings: {ssp.w2s(solution.x[0:ssp.nprimaries])}')\n", "print(f' Modulation settings: {ssp.w2s(solution.x[ssp.nprimaries:])}')" ] }, { "cell_type": "code", "execution_count": 4, "id": "b5e05118-8c55-4e5b-acfe-bb2ccbb74f5e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "sc 0.000023\n", "mc 0.000024\n", "lc -0.000017\n", "rh 0.536400\n", "mel 0.859438\n", "dtype: float64\n" ] } ], "source": [ "ssp.print_photoreceptor_contrasts(solution.x)" ] }, { "cell_type": "markdown", "id": "527a6913-1f50-4a55-bbcd-eb424ed7648e", "metadata": {}, "source": [ "\n", "### Specifying a background spectrum\n", "\n", "Note that in the above examples, both the background and modulation spectra were optimised. However, It often makes sense to stick with a specific background spectrum, particularly if you plan on targeting different photoreceptors in the same experiment. If you specify a background spectrum, `.optim_solve()` will only optimize the modulation spectrum. " ] }, { "cell_type": "code", "execution_count": 5, "id": "25fb7a1a-60ad-411f-b42e-12578b32a742", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "************************************************************\n", "*************** Silent Substitution Problem ****************\n", "************************************************************\n", "Device: STLAB_1 (binocular, left eye)\n", "Observer: ColorimetricObserver(age=32, field_size=10)\n", "Ignoring: ['rh']\n", "Silencing: ['sc', 'mc', 'lc']\n", "Targeting: ['mel']\n", "Target contrast: [inf]\n", "Background: [0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5]\n", "\n", "\n", "~~~~~~~~~~~~~~~~~~~~~~~ optim_solve ~~~~~~~~~~~~~~~~~~~~~~~~\n", "> Aiming to maximise contrast.\n", "> Performing local optimization with SLSQP.\n", " Background settings: [2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047]\n", " Modulation settings: [2207, 452, 4094, 4030, 3583, 0, 2468, 1403, 4094, 3966]\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ssp.background = [.5] * ssp.nprimaries # All primaries, half-max\n", "ssp.target_contrast = 'max'\n", "ssp.print_problem()\n", "solution = ssp.optim_solve(**{'options':{'disp':False}})\n", "\n", "# Plot solution\n", "_ = ssp.plot_solution(solution.x)\n", "\n", "# Show device settings\n", "print(f' Background settings: {ssp.w2s(ssp.background)}')\n", "print(f' Modulation settings: {ssp.w2s(solution.x)}')\n" ] }, { "cell_type": "code", "execution_count": 6, "id": "2e33386b-b0e3-405b-935f-1ea61715c349", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "sc -0.000002\n", "mc 0.000001\n", "lc -0.000001\n", "rh 0.101365\n", "mel 0.154778\n", "dtype: float64\n" ] } ], "source": [ "ssp.print_photoreceptor_contrasts(solution.x)" ] }, { "cell_type": "markdown", "id": "c9986d69-203d-4192-9411-eb9145ec6030", "metadata": {}, "source": [ "Note that pinning a background spectrum is a big constraint on the optimisation and is why in this case we only got about 15% contrast on melanopsin." ] }, { "cell_type": "markdown", "id": "cbdc7a79-34f6-441e-9393-456a40968b87", "metadata": {}, "source": [ "\n", "Local vs. global optimisation\n", "-----------------------------\n", "\n", "By default, `.optim_solve()` uses *Scipy's* `minimize` function, which is a *local* minimizer. It starts with an initial random guess (unless told otherwise) for the primary inputs and works from that point to minimize the objective function (which in this case was to maximize contrast). \n", "\n", "Due to the random nature of the starting point in the function landscape, the minimum it finds is unlikely to be the global minimum. \n", "\n", "If you have enough time, you can tell `.optim_solve()` to search for the global minimum, in which case it will use *Scipy's* `basinhopping` algorithm to perform a series of local optimisations in conjunction with a global stepping algorithm and return the best solution.\n" ] }, { "cell_type": "code", "execution_count": 7, "id": "584f276d-6bf1-40e4-92e9-94fbc0fd2a16", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "************************************************************\n", "*************** Silent Substitution Problem ****************\n", "************************************************************\n", "Device: STLAB_1 (binocular, left eye)\n", "Observer: ColorimetricObserver(age=32, field_size=10)\n", "Ignoring: ['rh']\n", "Silencing: ['sc', 'mc', 'lc']\n", "Targeting: ['mel']\n", "Target contrast: [inf]\n", "Background: None\n", "\n", "\n", "~~~~~~~~~~~~~~~~~~~~~~~ optim_solve ~~~~~~~~~~~~~~~~~~~~~~~~\n", "> No background specified, will optimise background.\n", "> Aiming to maximise contrast.\n", "> Performing global optimization with basinhopping and SLSQP\n", "basinhopping step 0: f -0.572419\n", "basinhopping step 1: f -1.19937 trial_f -1.19937 accepted 1 lowest_f -1.19937\n", "found new global minimum on step 1 with function value -1.19937\n", "basinhopping step 2: f -1.19937 trial_f -0.739083 accepted 0 lowest_f -1.19937\n", "warning: basinhopping: local minimization failure\n", "basinhopping step 3: f -2.11003 trial_f -2.11003 accepted 1 lowest_f -2.11003\n", "found new global minimum on step 3 with function value -2.11003\n", "warning: basinhopping: local minimization failure\n", "basinhopping step 4: f -2.11003 trial_f -1.26673 accepted 0 lowest_f -2.11003\n", "warning: basinhopping: local minimization failure\n", "basinhopping step 5: f -2.11003 trial_f -0.762291 accepted 0 lowest_f -2.11003\n", "basinhopping step 6: f -1.39862 trial_f -1.39862 accepted 1 lowest_f -2.11003\n", "basinhopping step 7: f -1.69061 trial_f -1.69061 accepted 1 lowest_f -2.11003\n", "warning: basinhopping: local minimization failure\n", "basinhopping step 8: f -1.69061 trial_f -1.02817 accepted 0 lowest_f -2.11003\n", "basinhopping step 9: f -1.72187 trial_f -1.72187 accepted 1 lowest_f -2.11003\n", "basinhopping step 10: f -1.72187 trial_f -0.888427 accepted 0 lowest_f -2.11003\n", " Background settings: [2145, 0, 0, 0, 0, 0, 0, 3212, 0, 0]\n", " Modulation settings: [65, 36, 801, 2730, 468, 0, 0, 1976, 3262, 4010]\n" ] }, { "data": { "image/png": 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AygagbKBoOOrYCYyyT2CUfQKj7BOYlmifsHcACiE6AnPqGHMu8AJwH/AXIBZ4q+nVKRQKhUKhUCgUCoVCoVAoFOFNWKcACyEWATc4XgYqZvgP4FUp5TuO7aYD24QQaVLKsC50m56eHmoJQaEXnaAfrXrRCUprU6AXnaAvrYrwQR03ygagbADKBqBsoGg46tgJjLJPYJR9AqPsE5iWaJ+wdgACjwEvApcAN/kaIIQQwJ+BRc5lUsodQoh84BxgcdPLbDglJSXExcWFWkad6EUn6EerXnSCPrRWVVVRUlJCRUUFVVVVoZZTJ3rRCeGhVUqJEIK4uDgiIiJCqkURHP7mjYkTJ7Jz50600zdMnTqVM888k+nTp3Pw4EFiY2O57777uPTSS7Hb7Tz44IMsX74co9HIzTffzLRp05r7ozQYPcydTU042MB5fnDOI81NOMyhoaYpbaDODy2bcJhDwhlln8CcKvZp6HlOnZ8CEy72kVJiNptJSEg46X2FtQNQSrkP2CeEGBBgWDyQCOzzWn4QaOtvo5KSEgyGmgxoi8WCxWJpuNgGUlhYSIcOHZr9feuLXnSCfrTqRSeEv9aqqiqKi4tJSkqisrKSqKioUEuqk/Lycl3ohPDRarfbOX78OPHx8eoiTwf4mze2bt3Kzz//jMlU8xNkzJgxjBs3jltuuYV9+/YxatQozjjjDL7++ms2bdrExo0bqaioYMSIEQwbNowhQ4Y050dpMOE+dzYHobaB+/nB/XdfcxIuc2goaWobqPNDyyXUc0i4o+wTmFPBPidznlPnp8CEk32Ki4spKysjOjr6pPYT1g7AIIl1/C33Wl7qtq4Wffv2payszPV6ypQpTJ8+nZSUFHbv3g1Au3btkFJy5MgRALp160Zubi7l5eVERkaSnp7Ozp07AWjbti0Gg4HDhw8DkJmZyeHDhzlx4gQWi4XOnTuzfft2ANq0aUNERAQHDx6kpKSE8vJy8vPzKS0txWw207VrV7Zu3QpAUlISUVFRHDigZUB37tyZ48ePU1xcjNFopEePHmzduhUpJa1atSIuLo6cnBwAOnbsSHFxMYWFhQgh6NWrF9u3b8dmsxEfH09iYiL79ml+07S0NMrKyjh+/DgAvXv3ZseOHVitVuLi4rDb7WRlZQHQoUMHKisrOXbsGAA9e/Zkz549VFVVERMTQ7t27dizZw8AKSkpWK1W8vPzAejevTv79++noqKCqKgoUlNT2bVrl8veAHl5eQB07dqVAwcOuOzdsWNHduzYAUBycjImk4lDhw4BkJGRQV5eHidOnODEiRPY7Xa2bdsGQOvWrbFYLBw8eBCALl26cPToUUpKSjCZTHTv3t312ZKSkoiOjiY3V8sc79SpEwUFBX7tHR8f7yoOmp6eTklJiV97JyUlkZ2dDUBqaiqVlZWu9+3Vqxe7du2iurqa2NhYkpOT2bt3r8veVVVVHD16FIAePXqQnZ1NZWUlMTExtG/f3nXMtm/fHrvd7nHM5uTkuOydlpbmccwKIVz2zszM5NChQ5SVlWGxWOjUqZPL3lVVVRQUFHjY+8iRI5SWlhIREUFGRoaHvSMjI30es972TkxMJDY21uOYLSoqoqioCIPBQM+ePdm2bRt2u52EhAQSEhI87F1aWkpBQQFRUVF06tSJqqoqbDYbVVVVGI1G1x0bs9mMlBKr1QpAZGQklZWVSCkxGAyYzWYqKytPeqzFYqG6uhq73V5rrMlkQghBdXU1TiorK7Hb7QghsFgsVFRU+Bzrvt+6xkZERGCz2bDZbAghiIyMpLxcmx6dXf+cdnEfCxAVFUVFRQVSSo+xzjF2u931Wb3HmkymRrFhZGQkVVVVPm1oNpuJj493zQvec0RqaiqK8MHXHeiqqiqEEB7OP9Buyl177bWANu926NCBXbt2sXLlSm644QbXTbpx48axatUq3TgAQxFtFm6E2gYlJSUhdf4pmgeDwUBSUhIFBQW0bt061HIUjUio55BwR9knMKeCfdR57tQgLi6OY8eOnbQDUEgpG0lS0yGEmAw8LqVM87EuDigGBkgpN7stXw+8JaX8t/v4NWvWxANFGRkZYREBqFAoTp6jR4/Spo0uGn8rGgF/37fNZmPz5s0ACSNHjixudmFhgvM8179/f4xGY6jleLBz504uu+wyOnbsyPHjxxkyZAiPPfYYSUlJrjEffvghDzzwAD///DOjRo3ixRdfdDn8Xn/9df73v/+xcOHCUH0Ehc5Q54dTC1/ftzo31BDO5weFQtEw1Hnu1KExroF07yaWUpYAJwDv0I9UwG/f5ri4OOLj412PUDn/nFGB4Y5edIJ+tOpFJ4S/Vve7e87IuHBHLzoh/LSeCndzWwK+5g0hBBMnTmTZsmX88MMPtGrVihkzZgCwf/9+rrvuOp588kmWLl1KfHw8QgjMZrNre4PBUCt6MJwJ97mzOQi1DcJhvgi3OTQUNJcNwuH7VjQuoZ5Dwh1ln8CcCvY5mXlPnZ8CE272aYxznO4dgA7WACOcL4QQPdHq/60NlaBgcabehTt60Qn60aoXnaAvrXqIagb96AR9aVWED77mjZSUFGbMmEF8fDwmk4mJEyeyefNm1q5dy/nnn8+gQYP47rvvGDBgAKCl+jtLVQDk5uZiMBh45513ePXVVzlx4kRzfZwGoae5s6lQNlBzKCgbKBqOmkMCo+wTGGWfwKi5OTAt0T66dAAKIUxCiK5CCGdFxleAW4UQ44UQZwHvAm9KKYtCpzI44uPjQy0hKPSiE/SjVS86IbRabRWV9Rqvl5QWvegEfWlVhA++5o133nmHCRMmuOpQvv/++/zpT39i2rRpLFy4kDvuuMMjIn/cuHG89dZbWK1Wjhw5wscff4zZbOaNN95g6dKlFBWF92leT/N8U6FsoOZQUDZQNBw1hwRG2Scwyj6BUXNzYFqiffSTR+NJGrATLepvrZRylRDiXuA5tMYfy4HpIVNXD9zrHoUzetEJ+tGqF50QOq3bZy9g70vv0HHy5fT+151BbaOXibp9+/Yer81mM6eddhpPP/00AwcOPKl9L1myhHfffZdPPvnkpPbjpDlt+v333zNt2jRnHQuFjvE1b0yZMoVt27YxaNAgoqOj6d+/P9OmTeO9997jrrvu8hg7f/58rr76ajZv3sygQYMwGAzMnDmTI0eO8NtvvwG4GsSEK3qa55sKZYOGzaHZ2dnMnj2btWvXUlJSQqdOnbj22muZNm2aq4b1tGnT2L9/v2uuD2TrNWvWBDy3rFy5kgULFvD555/XS+fcuXP5z3/+Q2VlJZdeeilz5szx2THRaYM1a9Ywa9YsduzYQVJSEjfccAN33hnc+V1xaqLmkMAo+wTmVLXPqEWbmvX9vryxftcu3t9LuF4HNfd1ZXNcB+kiAlBK+YZ7AxApZbaUUkgp17ot+7eUsoOUMl5KOUlKWeZzZ2GGsytsuKMXnaAfrXrRCaHRenjl1+z999tgt7P/jY+oLi4NajtnZJEemD9/Phs2bGDDhg2sXLkSk8nEtdde69EpOBzQk00V4YOvecNsNvPMM8+wZcsWfv75Z/7zn/8wYMAAjh07xi+//OLxGDZsGAaDgTlz5vDbb7/x66+/8re//c0jQjDcHYB6muebCmWD+s+hu3bt4vzzz6ewsJBXX32VNWvWcMstt/Dss8/yyCOPBNzW/bzi/ujdu7ffbbZv387cuXNrLT/99NNJSUmp9Tj99NMBLaJ34cKFvPDCC7z//vts3ryZBx980Od7VFVVkZ2dzd/+9jdGjBjBmjVruPvuu5kzZw4fffRR8MZRnHKoOSQwyj6BUfYJX/RwHdQSr4H0GgGoUChaOLnvut21sdsp/Pk3ks87M3SCmoD27duTkZEBQEZGBo888ggXXnghWVlZ9O/fP8TqoLq62qMBg0IRDujJAahQNIS77rqLXr16sXTpUlf0QZ8+fUhOTmbSpEncdNNNpKWl+dzW/bwSDJdddhnffvstAMOGDfNYt2zZMo8LMbvdzvXXX8/48eMBWLBgAf/4xz+44IILAHjooYeYPHkys2fP9tlc7+OPP6ZTp04uJ2bv3r1Zt24db7/9NpdffnnQmhUKRcugOaLU7i9Zz/5zb2zS9xh9eF2T7r+loofroJaILiIAWzKpqd7Ni8MTvegE/WjVi04IjdbS7Xs9Xh9fF9yPBD07rJzanRdO+fn5XHfddXTu3JnOnTtz+eWXs3PnTtf4n376iXPOOYeUlBTOOOMMVq1a5XO/9957LwMHDuTQoUMAvPjii/To0YMuXbrw2GOPMXbsWJYsWQLA2LFjeeyxxxg/fjznnXceAPv27WPcuHF06NCBgQMHMm/ePFdR5SVLltCnTx+P9xszZgxz5swBtBS1GTNmcPfdd9OpUye6d+/OokWLXGOzs7MZO3YsKSkpnHnmmfzyyy8nbUdFeNBU84b7//Ft27aFdYFvPc3zTYWyQf3OSzk5OXz77bdMnz69VurRmDFjePHFFxtV27x58/jmm2+YPHlyrXVdunShe/fursfq1atJSkrijjvuoLCwkK1btzJihKsHH8OGDaOsrIxNm2qfr81mM0VFRfz5z3/2WJ6cnMyRI0ca9TMpWhZqDgmMsk9gqlasDbUERZCE43WQ2Wxm586dLeo6SEUAhpjy8nISEhJCLaNO9KIT9KNVLzqh+bVaS05QcdDzgqBg/W9BbSulZNrybRSUWZtCWkASo028dFnPBm1bUFDAc889x4ABA+jRowcADzzwAEVFRXz00UfYbDYefPBB7r77bpYvX86xY8cYP348U6dOZf78+Xz++ef8/e9/Z/369R77ffLJJ1mxYgWfffYZKSkprFq1iqeeeornn3+ezp07M2/ePH766SeuueYa1zYLFy7k/vvvZ8yYMVRVVfHXv/6VgQMH8sknn1BQUMCdd96JzWbjnnvuCeqzLV26lBtvvJFVq1axdOlS7rvvPi6//HKSkpKYPHkyrVu3ZuXKleTm5nL33XcTExPTIBsqwoummDe+++47li1bRnFxMdXV1SxYsIDly5dz6623ctZZZ1FdXc33339PmzZtSEtLIzExsVHfv77oaZ5vKsLRBi+99BLz588H4OWXX/ZwSu3bt48LL7wQgIsvvpgnn3zSY9sJEya4avP88ccfHuuWLFnC7NmzAZgzZw5jx44F6tdF8Pfffwdg0KBBtdYZDAaPuboxyMzMBKBt27Zs3brV77icnBzmzp3LqlWrEEKQm5uLlJL09HTXmJiYGOLi4sjPz6+1vZSyVvpycXExn3zyCX/6058a58MoWiThOIeEE8o+gTF0SMa+LTvUMhR1EK7XQZWVlYwfP54BAwa0mOsg5QAMMcePH6/VDCAc0YtO0I9WveiE5tdaunNfrWXeDkF/WK1WCsqsHC0L/7Dtq6++2lXMvbKyEiEEr7zyCkIIQKu/9Je//IXu3bsD2l2p//znPwC89tprZGZmcv/99wNaKtW2bdvYu7cmcnLRokUsXLiQTz/9lC5dugBavY2bbrqJcePGuV737dvXQ9eIESOYNm0aoKWAlZSUsHDhQtcduYcffpiZM2cGfeLLyMjgscceA+Cee+5h/vz57NixA7vdzo4dO9iyZQtJSUkMHTqUnJwcXn311XpaUhGONPa88d133zFr1iyys7M5duwYAN27d+fo0aPMmjWLhx56iC5dunDFFVcAcM4559SqLWa1WjGZmu+nj57m+aYiHG1QUlLiigTwTiO32WyudYWFhbW2PXr0qGu9N2VlZa515eXlruVWqzXoKMATJ04ANPiC3v284mTYsGEsX768QftzMnv2bEaNGuVKyyot1eryRkZGeoyLiYlxfQZ3vG3wxx9/cOONN1JcXBz0uURxahKOc0g4oewTGNPQPli/Xl/3QEWzo4froLfffrvFXQcpB6BCoQg7SnfsrbWsMu8o0m5HGOquXJAYHZqprb7v+8wzzzB06FBAu1j87LPPmDp1KjExMYwePZoJEybw3nvvMX/+fHJycti4cSPx8fEAbN26tVa9JudJccmSJfzxxx/8+OOPtG3blk6dOrnG7Nixg1tvvdX1Oj4+3hUB4qRnz5ooxqysLAYOHOhRz+m0006juLjYZ5SHL3r16uXxfgAVFRXs3LmTjIwMj05gJ9v5S9FyOHDgAL/88guXXHIJNpvNFbHl7nCw2+2u588//zw33XST67X3cQ1w/fXXc/DgQS688EJuvPFG1/GoOLWIi4sjJSUFoFatOqPR6FrXqlWrWtu2adPGtd6b6Oho1zpfnXCDwXlMHj161OdFfWFhIRaLxe/+3c8r7rpOhuzsbD766CO++eabWjorKiqIiIhwLa+srKRVq1YsXbqU6dOnu5bv378f0P7Pzps3j7lz59K9e3c+//xzn/9XFQqFQtGy0cN10LZt2xg8eHCLug5SDsAQ435AhDN60Qn60aoXndD8Wk/s3u96LoxGpM2GtNqoOlaIJTkpwJaac6ChabjNTWpqquuuFkD//v35+eefWbp0KSNHjmTMmDHExsYyfvx4xo8fT1ZWFv/+978BLdIkUCRTeXk5b7zxBvfddx9z5851pV4VFxfX2dLeeecNtIs57wiPiooKwP8FrndEjb/3q66u9ngvIKzruSnqR0PnDSklzz77LPPmzUNKyaBBg/jjjz84evQoALGxsbRr146IiAiPY7OoqIg33niD9PR0YmJiMBqN7Nq1i8zMTIQQVFRU8PXXX1NWVsbu3bu55ZZbGuVzBkJP83xTEY42mDZtmuvuvjedOnWqldrrjrNOkC8mTJjAhAkTai33nkMD4awl9Pvvv9dyAJaVldGzZ08WLVrExRdf7HN77/NKY/Dmm28yePBgj++yXbt2ABw8eNDjgub48eOkpaVx5plneqQxR0ZGIqVk8uTJrF69mhkzZjBz5kwP56FC4YtwnEPCCWWfwFQ8/WaoJSj8oIfrIKvVWus8pffrINUEJMTs2rUr1BKCQi86QT9a9aITml9rZd4x1/OEQb1rlh+u+05LS+gKKoRg69at/P7777z55ptcd911nHnmmeTl5bnGdOvWjS1btrhe2+12Tj/9dNasWQPAkCFDuPjii3nwwQdZuHAhu3fvBiAtLY2srCzXdgUFBQHrPmVmZrJp0yaPE9KPP/5Ix44diY2NJSIiwnUiBO3EtWfPnqA+Z7du3di9e7dHmt2GDRuC2lYR/jR03rDZbPzvf/+jvLyciooKbrzxRubOnetaHxsbS1paGm3btq0VvZVfkk/btm1J65XGL7/8wi233MKDDz7Iyy+/zP/+9z9XCsj48eNr/XDLzs5u9B9eeprnmwplg/qdl9LS0hg2bJgr4tWdt99+m6ioKP7yl780prw6+fDDD7nssss8lrVu3Zo+ffrw/fffu5Z9//33ruXx8fEeDUQqKyt59913+fzzz1myZAn33Xefcv4pgkLNIYFR9gmM5aYrQi1BUU/C6TqoU6dOLe46SDkAQ4xe2kvrRSfoR6tedELza63KP+56Ht+35s5QxeGjdW5bn2Lroebw4cPs2bOHPXv28Ntvv/Gvf/2Lb7/9lgkTJpCcnIzJZGLJkiVkZWXxyiuvsHjxYsrLyzlw4ABTpkzhp59+4oUXXuD333/nvvvuo7i4mNNPP93jPa666ir69u3rqpFx5ZVXMn/+fD777DM2btzITTfdFNBm48ePp7y8nDvuuINNmzaxcuVKnnrqKVf0VK9evSgoKGDt2rXYbDbmzp3rqg1VF+eeey7p6elMnTqV9evX89FHH/H666830JqKcKOh84bJZGLBggV06dKFdu3aUVlZiaFdcD9XSnqUUJVcRU5cjmvZrrJdfPDBBzz++OOMHTuWZ555xiNVGLQfbFdccQVnn302//3vfxttHtHTPN9UKBvU/7w0d+5cfvnlF66//np+/PFHV9TDo48+yuOPPx4wdd39vOL+8FWXLxi2bt1Kbm4uZ511Vq111113HU8//TRr1qzh66+/5s477+Tvf/97rYgG0GywcuVKRowYQUZGhoe2gwcPNkib4tRAzSGBUfYJjEiIDbUEhR/0cB10+eWXt7jrIJUCHGJiY/UxKelFJ+hHq150QvNrrTqqOQCF0UhszwzX8sq8uh2A3sXPwxn3GhRms5nMzEwWLFjA+eefD2i1Mf71r38xb948Lr74Yj766COuvPJKnn32WebOncuiRYt4+OGHefLJJznttNNYsmQJcXFxHu8hhODxxx/nwgsv5IsvvuCuu+6iurqaO++8k4qKCm644QZycnL8pqglJCSwePFiHnroIUaPHk2bNm244YYbXA6UPn36cO+993L99ddjNBq54oorGDVqVFCf32g0snjxYqZPn87YsWPp06cPjz32GI8++mhDzKkIMxo6bxw9epSHHnqIv5z7F7b8qt3dLW5TTOSJSIylRgQ+nAtIqttVs+OVHWCEiAMRJKxLIOGbBKxZVkyYwAzf/PANVWVVLF++nCuuuIIxY8bQpk0bVqxY4Soc/dRTT3Heeec1/IO7oad5vqlQNqj/ealPnz6sXr2axx9/nKuvvhqr1UqfPn145ZVX/Kb+OnE/r7jz9ttvc9FFF9VLB8Avv/xCbGysR00kJ9dffz15eXmuC6hrrrmGO++80+d+DAYD+/btY/v27QwZMsRj3fDhw/nkk0/qrU1xaqDmkMAo+wTGtmt/3YNaIF/eGFwtucrKylrZFM2FHq6DEhMTXZ17W8p1kNBTtExjsGbNmnigqH///nXmfzcH5eXlDS4U3ZzoRSfoR6tedELza/2/AZdQefgolnZt6PP0P9k46W4Aut51A13vuqHW+GPHjtG6dWtACwHXgxMwVDqzsrKIi4sjPT0d0O4cZ2Zm8sEHH9S6a+Yk3Gzq/n27Y7PZ2Lx5M0DCyJEji5tdWJgQLue5+swb27Zto3v37hw7dozbb7/dVe+vrGsZBRcUkDcxj4TvEsj4p3ZDwN0JKNF+x+x5ag+F5xZ67liCschI0n+TiP0llqSvtBqi8d3iKd5ZjNls5uKLL6ZLly7MmzePjRs3smrVKv70pz+d5KfX0NM831SE2gb+5ovmJNzm0FDQXDbw9X2rc0MN4XJ+qA+hnkPCHT3bZ9SiTU3+HjP//SAy73jdA0+C0YfXNen+6+JkznOn2vmpvtdB4WafxrgGCp9Pc4ri3qo6nNGLTtCPVr3ohObVKu12qo4WABCRnIilfRvXuooWVAMwVDoXL17M5Zdfzg8//MDPP//MLbfcQnJyMoMHD/a7jV5sqggvgp039u/fz6hRo7jkkku46aabSOyYCEBlh0r2PraXw1MOIyMkhSML2fPUHqrbeqY7Vber9u38AxBga2Uj/6p89s7Zy9a3t3J07FEOGQ9p21ZXs3XPVp577jlGjx7NW2+9Vcv5l5+fz9dff11/A6Cveb6pUDZQcygoG5wsQoi2Qoj3hBBFQohSIcQKIUTtNtEtEDWHBEbZJzCWyZeEWkJYc6rNzfW9DmqJ9lEpwAqFIqyoLixBWrVCq5bkJI+uv07HoKLh3H///RQUFDBp0iQqKysZOnQoS5cu1U0kgKLlMWvWLEpLS1m3bh3JycmUlpZSeGYh+x7ZhzXJ6jG28NxCCs8uJHZTLOajZqrbVFM6sBSCPHzLepWx7+F9mI6ZaLu0La1XtOaPPX9gtBv54osvyMvLY//+/UycOJGEhAQAHnroIZYtW8a4ceOYM2cOycnJjW0ChUKhqIvFQCIwBjADLwGvA2OEEC8B3ukRj0gp5zSvRIVCoQhv1HWQcgCGnA4dOoRaQlDoRSfoR6tedELzanVvABLRJglzq5pi59WFdWfumM3mJtHV2IRKZ2xsLAsWLKjXNnqxqR4RQqQAi4CzgcPAw1LKd/yMnQrMBNoCPwC3SCn3NZfW+hLsvHHOOeewZs0aysrKSE1NpaJTBdmPZWNL8NOR1wilQ4IrsOwPa2srB6cd5PDfDtNuWTvavtMWe4KdXzf/yq+//srq1au5/vrrSUlJYdmyZQB89dVXHp3egkFP83xToWyg5lBQNjgZhBAdgPOB06WU6x3LZgBfCiHSgF7AXcBXbpvVnTKhE9QcEhhln8BUf/Z93YNOYU61ubm+10Et0T7KARhiqqqqQi0hKPSiE/SjVS86oXm1Vro5AC3JSRijLBiiLNjLK6kuqNsBqJe6pnrRCfrSqkOWAieAs4C+wCIhxG4p5U/ug4QQFwFPA9cDe4HHgBVCiEFSSnszaw6KYOeNpKQkMjIyqIisoCqtil3P7vJ0/knw0ffDcz11jPGzH3u8nUM3HuLI1Udo82EbOizqgKHSQGSnSF566SXatWvH9OnTWbJkCbNmzXLVjAkWPc3zTYWygZpDQdngJEkBDgC/uS3Lc/xtB3QD1kgptzW3sOZAzSGBUfYJjGgVV/egUxg1NwemJdpH1QAMMc5C5+GOXnSCfrTqRSc0r1ZnB2DQagACRCRqqXjBOACtVmudY8IBvegEfWnVE0KIQcCZwBQp5SYp5dvAx9RO5QK4FnhXSvm+lHIDcAvQH+jRbILrSTDzxpEjR3j55ZcxGAxEV0WTe0cuValuFzN1Of9wrG+Ig9BtuS3eRt6UPLYs30L+ZfkcLj4MQF5eHqWlpYwePZphw4Z5bG632/n1118DStPTPN9UKBuoORSUDU4GKeUvUso0KaV7MarrgXJgB9ABeFAIcUAIsU0IcacQIuA1XklJCcXFxa5HONe5UnNIYJR9AmM6s3+oJYQ1am4OTEu0j4oAVCgUYUXVsSLX84jWmgPQ3CqeioNHqCosRkqJEHV5BBQKXXAW8LuUMs9t2Xdoab7eJFIT8QHgzEW1NJG2ZuGTTz5BGLX/z0cvKaZ4eDWap87rjqsvR2AwzkECjHF/G8eY6uRq9v+//UTuiiT9mXSitkXx267foAxuueUWrrvuOi699FJiYmJYsGABDz30ENOnT+eBBx5okWkiCoUivBBCxADzgJuBe4DOaAEd+4CLgcHAM2iVUZ/2t5++fftSVlbmej1lyhSmT59OSkoKu3fvBqBdu3ZIKTly5AgA3bp1Izc3l/LyciIjI0lPT2fnzp0AtG3bFoPBwOHD2s2TzMxMDh8+zIkTJ7BYLHTu3Jnt27cD0KZNGyIiIjh48CAAXbp0IT8/n9LSUsxmM127dmXr1q2AFiFeXV1NVlYWAJ07d+b48eMUFxdjNBrp0aMHW7duRUpJq1atiIuLIycnB4COHTtSXFxMYWEhQgh69erF9u3bsdlsxMfHk5iYyL59WhWNtLQ0ysrKOH5cuwndu3dvduzYgdVqJS4ujjZt2riabXTo0IHKykqOHTsGQM+ePdmzZw9VVVXExMTQrl079uzZA0BKSgpWq5X8fC0ju3v37uzfv5+KigqioqJITU1l165dLnuDduMJoGvXrhw4cMBl744dO7Jjxw4AkpOTMZlMHDp0iJKSEioqKsjLy+PEiRNERESQkZHBtm1aQGjr1q2xWCwe9j569CglJSWYTCa6d+/usm9SUhLR0dHk5uYC0KlTJwoKCvzaOz4+nv379wOQnp5OSUmJX3snJSWRnZ0NQGpqKuXl5Vydqv2Uee+AhYvaVxFjlBysMLCl2MSottrNwJ8LzMSaJL3jNEfMhwctnN+2iniTJK/SwC+FJi5sp43dWGjCZIB+8drYFYcsGNLbEfnPydgP5lO1/P+IvHU8ANVrN4DVhvk87eZe5SsfYR5zJob09tjzC6hasprIO64BwPr9r8jSE5hHD9fGvrYC09mDMWamIQuKsdvtHvaOjIzkwIEDtY5Zb3snJiYSGxvrccwWFRVRVFSEwWCgZ8+ebNu2DbvdTkJCAgkJCR72Li0tpaCggJiYGFq3bk1FRQVSSoxGI0aj0RUdajabkVK6nFmRkZFUVlYipcRut2O32103AQKNNRgMmM1mv2MtFgvV1dWuzrnuY00mE0IIqqura40VQmCxWFxlVk5mbEREBDabDZvNhhCCyMhIysvLAWrZxX0sQFRUVC0b2mw2ysvLiYiIwG63uz6r91iTydQoNoyMjKSqqsqnDc1mM1VVVa7jx32OsFiCvxwQLTGsMRBr1qyJB4r69+8fFsUebTZbWOioC73oBP1o1YtOaF6tu555nV1P/QeAQW89TdtRw/n58ts4vm4jAOftXoMpJspjG/eW6HpxEOpFJ4SfVvfv2x2bzcbmzZsBEkaOHFl3uGiIEUI8C3SWUo5zW3Yp8LaUMt5r7F1oF3ujgO3Ai8B5QKaU0uP2pPM8l5GRgcFQEwRisVjq9QPhZAk0bxQXFzN//ny+/PJLTPFmiruXs/uZI9jiqgDnw0YtR2BzIiH+h3g6Pt0RywELkR0jqcypJDExkcsuu4w777zT9aPsk08+Yfjw4bV2oad5vqkItQ38zRfNSbjNoaGguWzg6/vW27nBH0KIPwNvoaX9zpRSLhRCRAKtpZQH3MbdA9wqpezsvY9wOT/Uh1DPIeGOnu0zatGmJn+PO2f9A6qqm/Q9Rh9e16T7r4uTOc+p81Ngws0+jXENpCIAQ0x2djaZmZmhllEnetEJ+tGqF53QvFqri2rmLLOjboc50bMRiLcD0J3KykoiIyObTmAjoRedoC+tOiMWLYXLnVIgxsfYfwPXAJuoiX37q7fzz51QR3i4pyV5R3h89913PPXUU0RERHDmmWdivjCRq7ZeDUje6vUeQ/L60Pt4d8pNJ3hm0DPct/4+DNLApuRN7EjcwdU7rgbg3e7v0qugFwPyB2A1WHlyyJPM3DiTSGskf7T+g03Jm7h227UAfNj1QzqVdGJI3hAAZp8+m9t/vZ24qji2J27nh5QfuD7regBWZKwguTyZMyPORNwneOOPN/hb0d9Isidx+PBhNv26ibFjx7J8+XImT57scUffPcKjsrKSPn36nHSEB0BGRoYuIzxycnKIiYmhV69e7Nq1i+rqamJjY0lOTvaIqKmqqnIdMz169CA7O5vKykpiYmJo376965ht3749drvd45jNyclxRdSkpaV5HLPV1dWuu/+hijhwRhd4jwUtiuBkohOCifAIJuKgqSM87HY70dHRTW7viooKSkpKPCJqCgsL0TtCiCuBJWgNoM6TUu4BkFJWoNUHdGcLmpPQL3FxcbpxGunp93IoUPYJTMSki6hatDzUMsIW9Rs/MC3RPsoBGGLCueaGO3rRCfrRqhed0LxarYUlrufmBB8OwIIiolL9/67VS1SzXnSCvrTqjGKgjdeySKDQx9jX0NJ9xwDHgBuBN4QQG6SUu33tfMuWLX4jPHr37u0xtk2bGhldunTxWOc9NikpyfW8U6dOfscePXrU43XHjh1dz6+77jpAK16eIw+ye6yVH03b0aL+rOTEfcXHfIYWCWjgiSFPeKTyzj59tuv5nlZ7WNVllev1vEHztCcON6n72G1J2/ii0xeu1y8MeMFD/+zTZ3ukFv9f+v9pT86AeQfnkf50OrEbYzGbzMgiSd++fTnrrLNISkoiOTnZtZ8uXboghCArK4uIiIhaNnS/e1uXvRMTE13PA9kboFWrVq7n3g1LvMe6v46J8fQ59+rVy+/YuLg4j66TPXr08Ds2ISGB48ePu5Z169YtoKa2bdu6nntf0AY6ZjMyMvyOPXbsGFFRNTeNvKOc3NeB5mxyYrfbWb58OR9//LHLWVJVVUX37t25/vrrPT6PtzPFfb/l5eUerwON9X7tPdb7QsR7W/dU9KYaWx8bOseWl5cjhAhqbDD79WfDyMhI4uLiPI6BqKgol8NYjwghEoD/AMuA69wbPwkh7gPOkVJe4LbJYGBr86psOvT0ezkUKPsExtC6VaglhDXqN35gWqJ9lAMwxHj/6A5X9KIT9KNVLzqhebVWF9U4AE3OCMBWnhGAgXB3eIQzqampGAwGtm3b5nEhC/DQQw/x4osvMnPmTB544IF673v//v0MGDDAVcsmEHPmzOGbb77h888/9zvGn0379+/PzJkzmTRpUr01KgA4hFYH0J1UYL/7AiFEPFr03wgp5TeOxeuFECOBS9HqPdUi1BEegeaNfv36YTXYyDtyhIK7IsDk9Lq5PwxoZawMICoIKh3YvaZfQzM2/GxX1aGK3c/sJuG7BDrO6UgEEcSlxTF//ny++uorZs6cSceOHfn+++959NFHef311xtt7pw4cSI7d+50paFMnTqVKVOmAFr0xznnnMNnn31G7969sdvtPPjggyxfvhyj0cjNN9/MtGnTGkVHQ9DTuc6db7/9lrlz5zJ+/HjeeOMNoqOjXes2b97Miy++CMDTTz9NREREwH3V97zk7mQHzfl22mmn8fTTTzNw4MB67cubJUuW8O677/LJJ5+c1H7qS2Ocm7///numTZvmTHM6lTgfLTL8WSDDKx1tDfCoEOJx4COgH1q5iFubW2RTodc5pLlQ9gmMfd/BUEsICavbn9ms71ffNOikpCRdXAcFOnfp9TpIOQBDTPv27UMtISj0ohP0o1UvOqF5tVb7iAB0dgGGujsB660Q/xdffMHEiRM9lq1evTqsUnOcNp09ezY//fST68Lx008/JSEhIdCmisCsAWYLIZKklM5fKecCX3mNs+Lb+1VN7RTisMHfvHHkyBH27t1LQlQ8UUPj+H1UJZqjz3lR6/7X3RlYiWaKADTU6VePhiJFfynij0F/kPpiKnEb44iyRpGVlcW8efPo168fc+fOJS8vjxEjRrB8+fIGCvJk69at/Pzzzx4RUADV1dVMmzYNu90VEMSyZcvYtGkTGzdupKKighEjRjBs2DCGDBnSKFrqi57OdU6++eYbXn31VZYuXerh+HPSv39/nn/+eVavXs3NN9/MokWLAs7ZDTkvzZ8/n9NPPx2A/Px8Hn74Ya699lp+/fVX3Z3nQH/n5jCjC2AGfvGz7krgMeAutBtLjzi6yrcI9DiHNCfKPoGp/vJ/oZagCEC4Xwe5n7taynWQPkJlWjDOmjbhjl50gn606kUnNK9WZ4SfITICY6SWDuSeAlxVhwNQT6kQQ4cOrXXHaefOneTm5tKvX78QqaqNP5ump6cTHx/vc52ibqSUm4DNwOtCiIFCiH8ClwEvCyGihBBdhRAmKWUZ8CnwbyHE+UKI/kKIp4EOwMqQfYA68DdvfP755y6H1dHL7BDhjPQzot2XdP41oV3zRqBlP0c6njdBMeZ67tIeayfn3hz23b+Pio4V2KJt7M7bzRtvvOGqu9inTx+P2m8NpaqqCiFELecfwKOPPspll13mkSa8cuVKbrjhBiwWCwkJCYwbN45Vq1bV2ra50NO5DqCkpIRnnnmGl19+2afzz53Ro0czcuRIXn755YDjGnJeat++PRkZGWRkZDBs2DAeeeQRDh065KrlGGqc9fiCRU/n5nBDSvm0lFL4eWRLKVdKKftLKSOllF2klPNCrbkx0dsc0two+wTG8vdxdQ9ShAQ9XAcFOnfp9TpIOQAVCkVY4UwBNifUTKgeKcAFRc2uqakYM2YMa9eudRUvB805ctZZZ9W68Hz++efp27cvHTt2ZNy4cR4XgceOHePaa68lNTWVgQMHsnr1ate677//nqSkJFcBdyBgSuCyZcsYNmwYKSkpDBw4kOeffx7QQuTnzZvHDz/8QP/+/QEtCuatt94CwGq18tBDD9G9e3e6dOnCpEmTXE0GQAv1X7p0KRdccAEpKSmcffbZrmYHpzhXoKV2rQOmAJdLKXcBw4CdQJpj3HXAt8AbwPfAGcAo986PesBms7l+7EkjHL3M3fnn/jBR2wkYSY0TMDx+vpwYcIKsJVkcnnSYiuMVREZGMmDIAFJTU/nrX//aKHew9+3bR0VFBWPGjGHYsGFMmzaN48eP8+WXX7J3717+/ve/e4zfu3evR63AtLQ0VyMRRd188MEHTJo0qVb9OX9cc801/Pe///WIwmwKnFEIzjp5+fn5XHfddXTu3JnOnTtz+eWXu5qfAPz000+cc845pKSkcMYZZ/h1At97770MHDjQdYy8+OKL9OjRgy5duvDYY48xduxYlixZAsDYsWN57LHHGD9+POeddx6gXayNGzeODh06MHDgQObNm+dyfC9ZsoQ+ffp4vN+YMWOYM2cOANOmTWPGjBncfffddOrUie7du7No0SLX2OzsbMaOHUtKSgpnnnkmv/ziKwBOoVAoFHpED9dBL730EtCyroNUCnCI0UvYtl50gn606kUnNK9WZxMQZ/ovgMntubWoNOD2ZrOZdaOupzL/WNMIDIAluTVnfvla0OP79etHq1at+Oabbxg9ejSghb1fddVVfPTRR65xb775Js888wzz5s2jV69eLF68mEsvvZSff/6ZxMREZsyYQW5uLu+99x7l5eXcfffdDdK/c+dO7rjjDubNm8fAgQP53//+x8yZMxk8eDA333wzx44dY9OmTbz++uu1tp0zZw4ffvghL7zwAh06dOCFF17giiuu4LvvvnPVx5o1axZPPvkkHTp04Pbbb2fWrFksXry4QVpbClLKHOA8H8vX4haXJqUsBG5zPHSBr3lj9erVREVFYetkoqSTleq2Tkeed/0/m49l7unABrQGIScfYddgHGnDMlJy+IbDlA4updMjnaiIqqB9cXteffVV/vrXv5KWlkZCQgJHjhyhvLy8ViMPX2zfvt3VXEMIwcSJE7ntttuIjo7m4YcfZvLkyRw/fpwVK1bU2lYI4ZGyYjAYfEYPNhd6OtcBfPLJJyxdujTo8UajkbPPPpuvv/7a5RTz5mTTXwsKCnjuuecYMGCA67h44IEHKCoq4qOPPsJms/Hggw9y9913s3z5co4dO8b48eOZOnUq8+fP5/PPP+fvf/8769ev99jvk08+yYoVK/jss89ISUlh1apVPPXUUzz//PN07tyZefPm8dNPP3HNNde4tlm4cCH3338/Y8aMoaqqivHjxzNgwAA++eQTCgoKuPPOO7HZbNxzzz1B2WDp0qXceOONrFq1iqVLl3Lfffdx+eWXk5SUxOTJk2ndujUrV64kNzeXu+++W9U7OwXR2xzS3Cj7BKb6vz+FWoLCD3q5Dho+fHiLug4Kj1vopzBNfce4sdCLTtCPVr3ohObTaq+qxlZeAdQ0AAEwx9f84K8uCewAlFJSmX+MykP5zf9ogNNx9OjRfPbZZ4B2B2vDhg1ccMEFHmOef/557r77bq688kr69OnDE088QVJSEu+++y45OTmsWrWKhQsXMnz4cM477zwefvjheusA7XuePXs2EydOpHfv3kyePJn4+Hiys7NJTEykVatWREVF1eouWlFRwcKFC3niiScYPXo0/fr146WXXiIvL48vv/zSNe6WW25h7NixDB48mEmTJrFt27YG6VToA1/zxoIFC1ixYgW/LV9PXmopHo0+PB5ukYDSVzpwFFo0YJjcxxRQOqCUrCVZlJzmqGNqgv25+7n55ptZv349kydP5txzz+X//u//Au5qzZo13Hbbbbz44otYrVZSUlKYMWMG8fHxmEwmJk6cyP79+yksLOTCCy9k2LBhHDp0iIkTJ/Lpp5+Snp7Ovn37XPvLzc2lc+fOTfjhA6Onc53VaiU6OrrOph7enHHGGfz+++9+1zeki+DVV19NSkoKKSkpZGZm8tlnnzFt2jRXI5jTTz+dp556ikGDBjF06FDGjh1LdnY2AK+99hqZmZncf//99O7dm5kzZ3LRRRexd+9e1/4XLVrEwoUL+eCDD1ydqOfPn89NN93EuHHjGDhwIPPnz68VCTlixAimTZtGRkYGH3/8MSUlJSxcuJDBgwe7zj/z588P2gYZGRk89thj9O3bl3vuuQebzcaOHTtYt24dO3bs4D//+Q9Dhw5l3Lhx3H777fW2o0L/6GkOCQXKPnVgUfVHwxl1HdT8hMkv51OXI0eO1Op8E47oRSfoR6tedELzaXXvAOwRARgf63puLQ7sALRarViSWze+uCBoyPuOHj3aVcT/yy+/pG/fvnTo0MG1/sSJE2RnZ3PmmZ7dvPr27cuePXvIysoiJiaGnj17utY1tEtkjx49OHHiBI8//jh79uxhx44dlJaWeoTN+yI7O5uysjIPjRaLhW7durFnzx7Xst69e7uex8XFeYT8K1oe3vOGzWbjjz/+ALQfWaVXxqI5+ZwXL34i/kSAda7mIFVN/4G88a4bKEDGSPY/sJ+i4UUkf5BMx7SOrPt+HX//+9/Zv19r7nzHHXewfv16VyqnO7t27eLZZ58FYMWKFfTv35+tW7fy+eefs2zZMiIiInj//fcZPny4Ky0FtDSUd955h969e1NSUsJbb73FhRdeyPHjx/n4449dKZyhQE/nusrKSp/fS11ERUUFnM+sVmu9owCfeeYZhg4dCkB5eTmfffYZU6dOJSYmhtGjRzNhwgTee+895s+fT05ODhs3bnTVItq6dSvDhg3z2N9//vMfQEvL/eOPP/jxxx9p27atR0Tqjh07uPXWmuax8fHxZGZmeuzH/VyTlZXF4MGDPWx22mmnUVxcTH5+flA26NWrl8f7gXYxtXPnTjIyMjw6Ip9sB2SFPtHTHBIKlH0CY/7LYGw/+r9BowgtergOqusmnt6ug5QDUKFQhA3OBiDg5QCMc3cAnqhzP/VJww01Z511FuXl5axfv57PP/+81l2vqirNseEdkVJRUUFUVBTV1dWuiBAndTUeqKioIDY2ttbyjz/+mOnTp3PLLbcwbtw4+vfvz5gxY+r8DM4Cuf40OgmXjl4KjYkTJ7Jz507X8TN16lSmTJkCwCOPPEJqaqqrvpzdbufBBx9k+fLlGI3GgPVT/JGVlUWrVq0wGAyUx1qp6BRFTXNjQY0j0Pna+fB+7e9R7bUPHwTT7TfYjsABKDqniLI+ZVhXaM7z9OHpFBUVUVJSwrPPPuvTyVRUVMQjjzzi+v80evRo/vznP3PGGWewbds2Bg0aRHR0NP379+epp57y+95XX301mzdvZtCgQRgMBmbOnEn37t1P7gOdIkRHR1NcHLjRlC+OHDni0YilMUhNTfX43vr378/PP//M0qVLGTlyJGPGjCE2Npbx48czfvx4srKy+Pe//w1AWVlZwLTv8vJy3njjDe677z7mzp3LI488AkBxcXGd87T7+aaystLnvA/4raHoXVDd3/s15NymUCgUCn0R7tdBztTkQOjtOkg5AENMt27dQi0hKPSiE/SjVS86ofm0ekQAtnJ3ANakAFtLAzsAGxK9EUosFgsjRoxgxYoVrF27lrvuustjfWJiIklJSWzYsIG+ffsC2oltw4YNXHzxxXTt2pWSkhKPmmEbNmxwbe+MuCgvLycuTrPpzp07fd4d++CDD7jmmmt44IEHAO2uW0FBQZ2RK126dMFoNLJhwwbOPfdcAI4fP86OHTs87nYpwoutW7fy888/ezgK1q5dy+LFi1m5ciWzZ892LV+2bBmbNm1i48aNVFRUMGLECIYNG8aQIUP87t973vj1119p06YNbdq0Ye+sSCowUOMAdHcEujkDXc64QM5A99TharS6gH7u1gbj2GukJsPVydXMvnY2UbFRpD+bTmZmJmVlZfz3v/8lPj6eoUOHYrPZ2LJlC/n5+Xz44Yfk5eUBWpTV9OnTXfX8nnnmmYDvtXnzZtdzg8HAnDlzXI0WQo2eznVCCBITE8nNzSUtLa3uDRx8/PHH/POf//S7vjHPS0IItm7dyu+//86OHTtckT/uqeXdunXzSEm22+2cccYZPPHEEwAMGTKEiy++mLKyMm6//Xb+9re/kZmZSVpaGllZWa4LnoKCArZu3epXS2ZmJp9++ik2m811YfPjjz/SsWNHYmNjiYiIcDkELRYLNpvNIxoiEN26dWP37t0UFhbSqlUrwPPcpjh10NMcEgqUfQJT8dKyUEtQBCDcr4MKCwvr/Ax6uw5SNQBDTE5OTqglBIVedIJ+tOpFJzSfVmcDEPBs/GEwmzBGRWpj6kgBrq6ubhpxTciYMWN47bXXiI+P99n2/qabbuKJJ55g5cqVbNy4kenTp2MymRg3bhw9e/bknHPOYdq0aaxbt46vvvqKefPmubbt1q0bJpOJ5cuXY7fbWbx4sd+uUykpKfzwww/88ssvfP/990yaNAmTyUR2djZVVVVERESQl5dX6wIuPj6eq6++mnvuuYc1a9bw888/c/PNN9O7d2+GDx/euMZSNApVVVUIIWpFCbVv355x48bxpz/9yWP5ypUrueGGG7BYLCQkJDBu3Di/XUWdOOcNm83G5s2b+eyzz7AkRlPa10jRmSZq1/3zUQNQ+OoO7N4l2Kw9pLMuoIWQ3dv04XMcv3s8+X/NZ/sr26luX41huIFffvmFBx54gFmzZjFhwgQmTZrEo48+yq5duwCIiYnh4YcfrncdunBFT+c6gMmTJ/Pmm28GPf7o0aOcOHEiYHOXhpyXDh8+zJ49e9izZw+//fYb//rXv/j222+ZMGECycnJmEwmlixZQlZWFq+88gqLFy+mvLycAwcOMGXKFH766SdeeOEFfv/9d+677z6Ki4s5/fTTPd7jqquuom/fvtx///0AXHnllcyfP5/PPvuMjRs3ctNNNwVMfRo/fjzl5eXccccdbNq0iZUrV/LUU09xyy23AFp6b0FBAWvXrqWiooK5c+dSWhr4HO7k3HPPJT09nalTp7J+/Xo++ugjn4XXFS0fvc0hzY2yT2AirhgZagmKOgjn6yCj0cj+/ftb1HWQigAMMc47o+GOXnSCfrTqRSc0n1Z/EYCg1QG0lVdgLQkcAajHYsijRo3CZrP5DTOfMWMGxcXF3HnnnZSVlTFo0CCWLVtGZKTmFF2wYAHTp0/niiuuoFOnTjz++ONcffXVgNZ2/umnn2b27Nk89NBDnH/++UycONFnXb9//vOfTJ06lUsuuYROnTpx//33M2TIEP79738zefJkLrjgAl599VUmTpzIjz/+6LHtE088wb333sv111+P3W5n+PDhvPXWW41sKUVjsW/fPioqKhgzZgzHjx9nyJAhPPbYY/Ts2ZOePXu6CjI72bt3r4eDIy0tjf/973+u13/88QdSSnr06OG621pRUcF3333H/PnzOXr0qGtsdAnEbbRTeK6Z2hGAXn8lILwj/qBWNKDHGGdTEc9Uw3rjHpQYaIy3JDdSTqSAhBP9T5D1ThadHutEFFFIKfnuu+84duwYOTk5GI1GMjMziYuL48SJE2zdupWzzjrr5PSHCXo61wH86U9/Yv78+WzcuJFBgwYFHGuz2bj77ru57bbAzbkbcl5yr8VnNpvJzMxkwYIFnH/++YBWI/Bf//oX8+bN4+KLL+ajjz7iyiuv5Nlnn2Xu3LksWrSIhx9+mCeffJLTTjuNJUuWuKIfnAghePzxx7nwwgv54osvuOuuu6iurubOO++koqKCG264gZycHNe5xpuEhARX597Ro0fTpk0bbrjhBm666SYA+vTp4zovGAwGrrzySkaNGhXU5zcajSxevJjp06czduxY+vTpw2OPPcajjz5ab1sq9I3e5pDmRtknMIb2p2Z9xNGH1wU1rry83G/JhuYinK+DBgwYwAsvvMDf/va3FnMdJBrSmUzPrFmzJh4o6t+/f1jkYe/du9fVfS2c0YtO0I9WveiE5tO679UP2PqAlup22gsPkjq+pv7cd2ddw4md+zDGRnP+rq88tjt27BitW2sNOBpaxL250YtOCD+t7t+3O85IMyBh5MiR9S/k1UII5jy3a9cu3nvvPW677Taio6N5+OGHyc3NdUU+TZs2jQEDBrhqAP7pT39i4cKF9O/fH4A333yT9evX8+KLLwJw3333sWHDBiwWC3369KF///60atXK1dACtCYAJpPJ5Vfb81SMwwloR/OkOf86n9u9nvt62LSHtIGwAVbHowqoBFkFooluCgRRK3By1mTe6P1GzQI7tHujHR1e7oCwaqmcziLQaWlptGvXDoDk5GTefvvtsPidcrKE+lznb74IRFFRETfccAO33nqrK53Hm+LiYmbMmMHYsWO57LLLAu4v3OZQf2RlZREXF+fqcFhdXU1mZiYffPBBrejB+tJcNvD1fatzQw3hdh0UDKGeQ8IdPdtn1KJNTf4e927/jKq3A2csnCzBOtuaioac55zo5fwUKsLNPo1xDaQiAENMfWrMhBK96AT9aNWLTmg+rQEjAB2NQGylZUibDeHnh2t9Oy2GCr3oBH1pVQRHSkoKM2bMcN31nThxIhMmTPA7Pj09nX379rkcgLm5uXTu3BnQHHtbtmwBtB9KGzduZOPGjR53lJ0/TMxmM0lJSaSmpZE+r5zCs81g9K4F6KsxiL/GH451taIEHbUBhbM5SIC6gE3Ih5kfei4wwIl+JzDYDCC0jnN79uwhIiKCtm3buobl5+ezZcsWl731jJ7OdU4SEhJ48803efLJJ5k/fz7jxo1j6NChWCwWDh06xLJly8jLy2P69Om10uV9oZc5dPHixfz3v//lueeew2w288orr5CcnMzgwYNPet96sYEi/NDjHNKcKPsEpmr5/9U96BRGzc2BaYn2UTUAQ8zOnTtDLSEo9KIT9KNVLzqh+bRWF/nuAgxgindvBFLmdx/eHQbDFb3oBH1pVQTHO++8w4QJE1zd1d5///2AdUrGjRvHW2+9hdVq5ciRI3z88cdccsklgJbeOG3aNM477zySk5Nd21x66aWu52Vl2v/Z6upqbDYbAojIsxO7yU7gWoDOeoBetQH91gR01gWMQKsHGE1NXcAgu3sE6yf03p2P7W7ffHutMeajNT8mjUYjXbt2pWPHjrW62B07dixIIeGNns517sTExDBr1izefvttDAYD77zzDgsWLOC7775j6tSpLFmyJCjnH+hnDnWWfZg0aRKXX345x44dY+nSpY0SKaYXGyjCD73OIc2Fsk9gIm8dH2oJYY2amwPTEu2jIgAVCkXY4N4ExNwq3mOdOa6mXbu1uLSWg1ChUATPlClT2LZtG4MGDSI6Opr+/fvz1FNP+R1/9dVXs3nzZgYNGoTBYGDmzJl0794dgIiICEaPHs3o0aORUnLw4EGWLavddS82NpaysjKio6Ndy8xHJZpjz+kIdI8AdNYBlG6dgN3SeT1ScP1FCLrXBawkqLqADe0CHGSH4eo2ng0hvB1/oNV0eumllxgyZAjx8fG11iuaj6ioKK655ppQy2gWYmNjWbBgQahlKBQKhUKhaCKUAzDEuKf8hDN60Qn60aoXndB8Wt1TgE21moC4RQAGaATi3dU0XNGLTtCXVkVwmM1mnnnmGb/rX3rpJY/XBoOBOXPmMGfOnID7FUKQmprKyJEjWbRokWt5XFwcPXr0QErp0VW0uo0zMs/d+efuDMTHX1+NP7wbhPh4SAMIA8hKz7qAQdTyayhfp39da1npwFKq2lZhPmJG+Hjj6upqdu7cyR9//MHYsWN57733XLUB9YieznVNhZpDlQ0UDUfNIYFR9glM9doNoZYQ1qi5OTAt0T4qBTjE+LrzH47oRSfoR6tedELzaa12jwD0TgF2iwCsLi71WOfuUNCLXfWiE8JP66nWvEqP9O3bl9jY2FrLhRAYDAYkUNXOQOmACOpMARZ1pQcHmRIsLEAkiEg87n824eFtFW5d5pyHrRFy7spxLPI8liWSqqoq1zF+4sSJkHfnO1nCbf4IBcoGygaKhqOOncAo+9SB1RZqBU3OyfwuVsdPYMLNPo1xDaQcgCEmLy8v1BKCQi86QT9a9aITmk+rMwLQEBmBMdKz45Ip3j0F2DMCUAiB3a5F9FRXe6bXhSt60QnhpdVut4fdyVhRG6PRyIUXXuhznfOnS87MVmByr+/n1rzDbx1A73qA/sa4OwSdTkAzWj3AKCBSey2b9lgatX9UzQu3tyo8t5A9T+2huq3n/63qNtXYh9vp3r07sbGxxMbG8s033+ja6a2nc11TEU5zaKhQNlA0FDWHBEbZJzDm84aFWkKT434dVF/U3ByYcLJPY/0WbHkxjQqFQrdYHQ5Ac0LtmlemuJq6YdYSzwjAuLg4jh8/TlJSUtMKVIQUu93O8ePHVU00ndC6dWseeughZs+ejc1Wcwe+up2RnJmJFJ4bhUdNP480YO9UYO+0YAHSXlMbUAq3tF7htsxW89pnl+BKtC7BXj+cg00LDjTO3+80xzaF5xZS+JdCYn+NxXzUTHWbakoHliKqBZ0f7UyP//Ygvkc8//73v9m+fTt33HEHJpNJOcAVCoVCoVC4cL8OMhhUfFdLpaSkxKOOdkNRDsAQk5mZGWoJQaEXnaAfrXrRCc2n1ZkC7KvBh8mrCYg7ERERxMfHU1BQgM1mc3UcDWf0ohPCQ6uUEiEE8fHxREREhFSLIjgyMzPJyMggNTWVr777P4zxEVTc2YWKqalacB7OBiDSx8NfUxC35+6NQQQOh5+bg8/13JcT0BE1KI1ABeBVF9CXj83boSf8jHNbv6Cfj4YK7tuYoHSIV0kDo2Tvv/ZS1qOMlNdSMEojX3zxBWVlZWRnZ/OXv/yFyZMnB3jj8EJP5zonW7ZsoW/fvo023mKx+F13qqBsoGgoepxDmhNln8BUvvJRqCU0Oe7XQc7fy8ESDr/xw5lwsY+UErPZrByALYFDhw7RuXPnUMuoE73oBP1o1YtOaB6t9mortrJyoHYDEACzWwpwtY8mIBEREbRu3Zrs7GyfWg+tWMPR//uJrnffSFRq6Avq+9MZjuhJqyJ8OHToEFJKNm3aRMnRQjgKVKSA0QhIR3dfb6efA2moWefqAuzmAPRYBprDzz2Kz9s756dBiHB3CFYCbjX7vAn0e9pXJKCEi/ZexNu93g6wof/3ypucR1VqFZ0f6YyIEHz40Yfk7M9h+fLlFBcXc/vtt9d/vyFAT+c6gDfffJMZM2bw0EMP8Y9//KPO8c899xyzZs3i2Wef5brrrvM5prq6+pR3gCkbKBqK3uaQ5kbZJzDmMWdStWR1qGU0Oc7roPqifuMHpiXaR8WIhphw8CgHg150gn606kUnNI/W6sJi13OfEYDuXYC9IgDd8aW1dNc+Nk99iANLV7F56kNhUU9Lff+Klk5ZWRm5ublUVVXVLOwah/8uvn4afwgfdQH9NgZx1v7z1STE5Pbc7HgdgVYXMNLxiKBBXUF8bSKgY0nH+u/LjYLzC9j+8nZKMkqoqtTsKITQVWMQPc0fW7ZsYcaMGQDMmjWL5557LuB4p/MPYMaMGWzZssXnuPrWZkpKSqJNmzYcPXq01rqHHnqIpKQkZs+eXa99Otm/f3/Q5TLmzJnDmDFjGvQ+/fv356233nK9bmh9KoVCT3NIKFD2CYwhvX2oJYQ16vgJTEu0j3IAhhi93A3Vi07Qj1a96ITm0epsAALBpADXjgB04ktr9oIlWsQQULj+dwp++vUklDYO6vtXtHQsFgsHDhygffv29O/fn7h//xnObkudXX89GoJ4O/98NQnx1yDE38PpCHQ6Ad2bg0ShOQGD+HkUxH2E/Kj8ugfVQVnfMvY9to/Wf2lNamoqg/48iI8//phvvvnmpPfdHOhp/ujbty8PPfSQ63UgJ6C78w80x5y/NOCG1m384osvai1bvXo1RqOxQftrSmbPns3YsWNdrz/99FMuu+wy12tVu1LRUPQ0h4QCZZ/A2PMLQi0hrFHHT2Baon2UAzDEdOrUKdQSgkIvOkE/WvWiE5pHq9XdAegjBdijC3Cpfwegt1YpJYdXfu2xLG/V2gaqbDzU969o6XTq1IkDBw4ghMBkMmE7ty20isR/Uw5/Tr9Azr8AHYOlmyNQejv/3P86nYARICOBaDSHoJuTpYFBw3Wm/wa536oOVWxftB3jVCOUaemUjz/+OJ988glSyrCIavaH3uaPf/zjH3U6AX05/wKlCzfkAmLo0KF8/vnnHst27txJbm4u/fr1q/f+mpv09HSPhk0t8SJK0TzobQ5pbpR9AnMqpP+eDOr4CUxLtI9yAIaYHTt2hFpCUOhFJ+hHq150QvNorS6oSQE2+YgANMcFlwLsrbU85zBWr5qBZXtzGyqz0VDfv6Kls2PHDg4cOOB6XdHRQt1OvkDRgMGOd6YJu0UECqdD0OEUlEaQTuefmxNQOKMBo9GiAc2aeIFnjxL3ZQG4c+OdtRe6b1OPoChbvI399+7n6FgtLTSuaxzz589nxowZXH755RQXF9exh9Cgx/kjkBOwvs4/gIqKinprGDNmDGvXrqW8vNy17PPPP+ess86qVQT8+eefp2/fvnTs2JFx48aRlZXlWnfs2DGuvfZaUlNTGThwIKtX11wMf//99yQlJWG11tS+vPnmm5k2bZpPTcuWLWPYsGGkpKQwcOBAnn/+eUBLFZ43bx4//PAD/fv3BzxTgK1WKw888ADdu3enS5cuTJo0idzcmvNwUlISS5cu5YILLiAlJYWzzz5bl8eNomlQx0JglH0CE3nHNaGWENao4ycwLdE+ygGoUCjCgur6RAD6aALij9Jtu2stO5F9wMdIhULR2MTFxdFqQBrFg6Oxx5rxn+Z7ktGA0t3B56cuoDB6PhfuUYHukYCOaEAi0ZyAjsgld0lOGpLVeDKZkCbY99A+cm/LpfBQIYWFhSxevJhvvvmGiy++mMLCwpPYucIdX07ALl261Nv511D69etHq1atPFK9V69ezejRoz3GvfnmmzzzzDM88sgjfP755/Ts2ZNLL72UggIt7W3GjBnk5uby3nvv8fTTT7NggY/O1EGwc+dO7rjjDm6//XbWrFnD7bffzqOPPsqPP/7IzTffzA033MCgQYP49NNPa207Z84cli9fzgsvvMCKFSuIiIjgiiuu8KgPOmvWLG677TY+/fRTrFarh50VCoVCoVA0DsoBGGKSk5NDLSEo9KIT9KNVLzqhebRWF7rXAIyvtd4QYcYQGaGNDRAB6K21ZGttB2D5/oPYrQG6fTYD6vtXtHRat27Nd999x/YvfqFsWz7sLSU45159owEdr4W308+7LqCv2oDeqcDeTkBngxALDfnJ9F3qd/Xexi9ukYd5k/PImZmj+TINmkexpKTE/7YhRM/zh7cTsKioyPW8Ps4/k8nUoPcfPXo0n332GaBF8m3YsIELLrjAY8zzzz/P3XffzZVXXkmfPn144oknSEpK4t133yUnJ4dVq1axcOFChg8fznnnncfDDz/cIC12u53Zs2czceJEevfuzeTJk4mPjyc7O5vExERatWpFVFQU6enpHttVVFSwcOFCZs+ezejRo+nXrx8vvfQSeXl5fPnll65xt9xyC2PHjmXw4MFMmjSJbdu2NUinouWh5zmkOVD2CYz1+19DLSGsUcdPYFqifZQDMMQ09Edhc6MXnaAfrXrRCc2jta4IQKhpBBIoBdhba0nWLtfzmK5aR05ZbaXiwJEGa20M1PevaOlUVFRQXl5Obm4uB77dBs9vpXbknpszUDY0GtDb+RcgCtBv8xBfTkB3B2CM47mJ+oTwFZuDSMv1TiP2l1bs9bbHLjnGoUWHSL8knaSkJJKSkrjrrrvIy8sLWl9zoPf54x//+AcJCQkeyxISEuoV+dfQBhijR4/miy++wG638+WXX9K3b186dOjgWn/ixAmys7M588wzPbbr27cve/bsISsri5iYGHr27OlaN3DgwAZp6dGjBwMHDuTxxx/n+uuv56yzzqK0tLTO+pPZ2dmUlZXxpz/9ybXMYrHQrVs39uzZ41rWu3dv1/O4uDiP1GfFqY3e55CmRtknMDJA3XCFOn7qoiXaRzkAQ8yhQ4dCLSEo9KIT9KNVLzqhebRWF9VcKPvqAgw1acCBUoC9tZ7YtR8AYTLSZmTNBUjZvtCmAavvX9HSycvL80jxo0MstVJ/hZtTz6NOn9dDGnyk+dYzitC9KUgt5593VKCbI1BGgHTWBYx0LPeBdPvreH5R9kV1GyqQb8i77qAXxX8q5sjjR0gbnIbBYCAiIYJ//OMfZGdn1/2+zYTe54/nnnvOI/IPtEhAf92BfVFdXd2g9z7rrLMoLy9n/fr1fP7557Wi/5z/vyIiIjyWV1RUEBUVRXV1dS3no81mC/ie/uoVfvzxx1xyySUIIRg3bhxLliyhXbt2dX6GyspKoLYT1KnRSTh2NlaEB3qfQ5oaZZ/AmEcPD7WEsEYdP4FpifZRDkCFQhEWWN1SgH01AYGaRiDWkhNIuz2o/ZbnaBN3ZGo7YrvWdHIqD7EDUKFo6VRVVRETE0OnTp2Iu6wHjEjxivLzUQtQ+Ij4kw7noPBeX0ddwIBRgt7dgQOkBAtnSrAFrSagW11Ad4Tb37qceoHwrjHofPjZrqxXGdte20bB2QXs/G0nR48eZfr06VxwwQX89NNPdbyZIhDeDT/cIwHdG4M0FRaLhREjRrBixQrWrl3LmDFjPNYnJiaSlJTEhg0bXMtsNhsbNmygd+/edO3alZKSErZv3+5a7z7WbNaa3LhH2+3cudOnlg8++IBrrrmGBx54gLFjx9K6dWtXncFAdOnSBaPRyKZNm1zLjh8/zo4dOzyi/hQKhUKhUDQ9Ye0AFEKkCCFWCSFKhRC7hBATA4ydKoTYKYQoEkJ8JoTQRc/mjIyMUEsICr3oBP1o1YtOaB6tQaUAOxuBSInthO/0IHet1UUlrnTh6I4diEhOcq2rOl5Ua9vmRH3/ipZOUVERFouFNm3aEHFdbxja1jPiz1d6b60IQHenn3c0Xz2cfz7rAfqrC+gjElD4ag4SRV0/o/7T9z+1Fza0CUiA7arSqtj/wH5O9DqB3W5nS9YW1q9fz7hx4zyaSIQCvc4fvrr97t2712934EBYLD4cxkEyZswYXnvtNeLj4+nXr1+t9TfddBNPPPEEK1euZOPGjUyfPh2TycS4cePo2bMn55xzDtOmTWPdunV89dVXzJs3z7Vtt27dMJlMLF++HLvdzuLFi/12PExJSeGHH37gl19+4fvvv2fSpEmYTCb2799PVVUVERER5OXleaT1AsTHx3P11VfzwAMPsGbNGn7++WduvvlmevfuzfDhKjJHUTd6nUOaC2WfwFS+tiLUEsIadfwEpiXaJ6wdgMBStJ+8ZwGPAouEEGd4DxJCXAQ8DdwPjHRss0IIEe6fjyNHQluHLFj0ohP0o1UvOqF5tNbVBATA5IgABP+NQNy1OqP/AKLSU4hIrIneqA6xA1B9/4qWjtFopGNmZypTIqhubabGSecviq8eNf/qTAMOtK13+m9dDsG6OgT7rws4IndEA61Xf6xJVnYs3EHBWQXYTFqap9Vq9evQaS70OH/4cv45a/756g5clxOwoSnAAKNGjcJms9Xq/utkxowZXHXVVdx5551cfPHF7N+/n2XLlhEZGQnAggULSEpK4oorruD//b//x+OPP+7aNikpiaeffprZs2eTmZnJt99+y8SJvu+1//Of/yQlJYVLLrmEe+65hylTpnDLLbfwwgsvkJ+fzwUXXEBxcbHP7Z944gmGDh3K9ddfzxVXXIHRaOStt95qsE0UpxZ6nEOaE2WfwJjOHhxqCWGNOn4C0xLtE7ZVDYUQg4AzgTQpZR6wSQgxBrgB8M5puRZ4V0r5vmPbW4C9QA9ga/Oprj+lpf6bGYQTetEJ+tGqF53QPFqdEYCGyAiMUb6jJVwRgDgagaTWrj/krtXTAdges5sDsKogiOL8TYj6/hUtHavVyv7d2VgAa2tHF11nwwDh/Mcrr1U4l9VR/M7lbzP4GG/3Wo6P546/Lh0+HtIZfWjzsd7dyVgBVALWWnq7Fnb1a5+ASPz5FAOut8fY2Td3H50iOhHxWgRt27Zl69atvP/++1x11VUN03KS6G3+COT8c+J87Rzn/OuvMYg9yJIVTo4fP+56npSURH5+vsf6Tz75xPXcbDbz+OOPezj23GnXrh3vvfee3/1fd911XHfddT63vffee7n33nsBrRPihx9+6LH+4osv5r777gMgNTXVo3Pv5s2bXc/j4uJ49tlnWbhwoc/3cdcDMGHCBCZMmOBzrOLUQ29zSHOj7BMYY2YaDb8F0/JRx09gWqJ9wtYBiBb197vD+efkO2Cmj7GJgPs4ZwVjvzkXJSUlGAw1AYIWi+WkUjQainfh5nBFLzpBP1r1ohOaR6vV4QD0F/0HYIqviQD01wjEXWt5zmHX86j0FMyJNfuuLghtBKD6/hUtnfLycqqrqzEajVjjHVFy7o4/Kd2cWO6OP2+8nIJSgvB2+jkdf+ByNAo/DkDX+3o7BJ3v5V2PEDdnoD9HoBHtp0eVx/4KLHXXSPOJ0y7Sx+s6agxKsyT7yWzSk9Ox77Lz+8bf+f333ykuLub6669vcEfahqKn+WPLli11Ov+c+HICnnfeefTt27fW2Oa2eTiibKBoKHqaQ0KBsk9gZIhv+Ic76vgJTEu0Tzg7ADsD+7yWHQTa+hj7FXCPEOINYDswG9gPbPG38759+1JWVuZ6PWXKFKZPn05KSgq7d+8GtLumUkpX6Ge3bt3Izc2lvLycyMhI0tPTXcWS27Zti8Fg4PBhzeGQmZnJ4cOHOXHiBBaLhc6dO7uKMLdp04aIiAgOHjyIlJLy8nLy8/MpLS3FbDbTtWtXtm7VAheTkpKIioriwAGtYUHnzp05fvw4xcXFGI1GevTowdatW5FS0qpVK+Li4sjJyQGgY8eOFBcXU1hYiBCCXr16sX37dmw2G/Hx8SQmJrJvn2bitLQ0ysrKXHdhe/fuzY4dO7BarcTFxZGSkkJWVhYAHTp0oLKykmPHjgHQs2dP9uzZ4yr43q5dO1cNmJSUFKxWq+vudffu3dm/f7+r+1tqaiq7du1y2Ru0zpEAXbt25cCBAy57d+zY0ZXKlJycjMlkcnXmycjIIC8vjxMnTmA2m7Hb7a470a1bt8ZisXDw4EFAK0h99OhRSkpKMJlMdO/e3fXZkpKSiI6OJjc3F4BOnTpRUFDg197x8fHs378fgPT0dEpKSvzaOykpydWZMTU1lZiYGNf79urVi127dlFdXU1sbCzJycns3bvXZe+qqiqOHj0KQI8ePcjOzqayspKYmBjat2/vOmbbt2+P3W73OGZzcnJc9k5LS/M4ZoUQLntnZmZy6NAhysrKsFgsdOrUyWVvZ7Fvd3sfOXKE0tJSIiIiyMjI8LB3ZGSkz2PW296JiYnExsaSk5NDpTMlNyaSrKwsDAYDPXv2ZNu2bdjtdhISEpCWmkm4OC+fikOHXEXIncdsdXU1ubm5JCUlceDXP1zjy2Ms7Dpc0/ij5FAeWVlZxMbG0rZt24DH7L59+6isrCQ6OrrR5oguXbqwb9++OucI59hQzhFSSoqLiwPOEW3atPE4ZkMxR6SmpqIIHzZt2sQff/yhdR29aD9sHk/tqD8fjj8pfDj4vDbxiVvUn3B3CnpFAwqnF83u9df5HDydfHg6AwOmKhvRogFtIOHl016uLbOu6L5AnzXY7QyQc3cO7Re1J26jVlP122+/5euvv2b48OHceuutQe7o5NFT/Zy+ffvy7LPPMmPGjIDOPyfuTsBnn33Wp/MPTq4GYEtB2UDRUPQ0h4QCZZ/AVL66PNQSwhp1/ASmJdpHSCnrHhUChBD/AWKklBPclo0EvpRSGr3GWoB1wCBqflr/VUq5zHu/a9asiQeKMjIywiICMCsrSxdd0PSiE/SjVS86oem12qutfJn+FwBand6PM1b6ThPKfmUZ2x56HoB+Cx6hw7hRAbVuuv4+8j7TCuCfveEjotLa81X3UViLS4nO7MhffljaFB8nKNT33/jYbDZn2lnCyJEjT9lbvs7zXP/+/TEajXWObyreeecdpk+frr04ox38eCWekXx4OfrwXF/LAehvnb+HvY5l9gB/Az1sbn+tbn+r0SIAK7WHtPLA+geYffrskzPkSZL8fjLt3mhH6d5SsrdmA1pq5z333NMs7x/q+ePYsWO0bt26Xtts2bLFrzOvIePLy8uJioqql4aWRnPZwNf3rc4NNYTL+aE+hHoOCXf0bJ9RizbVPegkub9kPRVPvtGk7zH68Lom3X9ToufjpznQi33qc54L5wjAYqCN17JIoNDH2NfQ0n3HAMeAG4E3hBAbpJS7fe08Li5ONyc+haKlU11YM0+ZE3x3AAbPJiDWYt8pwO5UHHQUbhUCSzttOjEnxmMtLg15CrBC0dIpLy8nISGBammjbEAynuFr/iIB8bFMetUODBbv+oD+agP6+Os35df5sLlp9BUJKNAcgaFPe8y/Kp/qhGoip0S6lq1bt045pQJQH+dfQ8YrFAqFQqFQhIJw7pJ7CPDO50pFS+11IYSIB64BpkkpV0sp10spbwYOAJc2i9KToL53pUOFXnSCfrTqRSc0vVZnAxCowwHo3QTEB+5aKw5raaWWtq0xmLX7Hc5OwNWFJch6FmZvTNT3r2jp7Nu3j65du5JxTj9YcC616uYJb4eZLyea13Lp1q3X/bm/ZdJ9X3V1FHbrDiz8dQT27g5sROsM7N4l2AJEg4jmp/brqfVTqzESL+q5j8JRhZQtK6NDxw6069uO0tJS7r333mYpbh3q+SMcMl1MpnC+3948NJcNwuH7VjQuoZ5Dwh1ln8BYf/ZbEUyBOn7qoiXaJ5wdgGuA/kKIJLdl56LV+3Ondts9jWqgvIm0NRqRkZF1DwoD9KIT9KNVLzqh6bVa3R2Arfw7AM3uDsBS3xGATq12q5XKI1q9Okv7mmBiVydgu53qotB1dlLfv6KlY7FYiO6bwolecdRy/kn3BhqBHH8OJ54waA5D96g84cOJ571M+HEe1qrb58uZaNS2ke7j/DkBHQ5AaQYiHI8oDscUAZHavpz4Cwqsj9+iAYGFxX8upvCTQlKSUhBCkJWVxZNPPumqo9pUhHr+MJvNFBcXh9QxpBpgNL0NnLVqzWZzk76PovkJ9RwS7ij7BMZ++FioJYQ16vgJTEu0T9jekpRSbhJCbAZeF0I8AowCLgP6CiGi0KIBs6WUZUKIT4F/CyFmAkeAa4EOwMqQiK8HBw4cICEhIdQy6kQvOkE/WvWiE5pea3VhjQPQdJIpwE6tVUeOgyPCL7JDTe8gc5JnJ+AIt87AzYn6/hUtGavVSkpKCmXffIPZFE+NQ8+ZyltXCrBb+q/PTsHeXYTx01wjmMYg7q+p+SscdQprNQhx1+OVFizclxu4bPdF/NF6p8MxWYl2b9IHdTUGqU/jkACU9Stj+8vb6Ta9G6YoI1v+2MLUqVPp0KEDTz/9dJNEaYV6/khISKCsrMzVlCgUzrjS0lJiY2PrHtiCaUobOJ270dHRREdHN8l7KEJHqOeQcEfZJzARl5xNxda9oZYRtqjjJzAt0T5h6wB0cAXwOlqDj33A5VLKXUKIc4D/A7oA2cB1wOPAG0A88CswSkp5wHuHCoUi/KgOMgLQIwW4JHD0XsWhI67nke2TXc+dKcCAow5gen2kKhSKIKisrHQ9lxZnhJ2/CKx6OAO9N/NwFAbbGMS7NiA+njscfsJfZ2Dvh7/1BrSUYPfIxmo/nyUAjeizKu9ZzvZXttPt/3XheLaV7du3U1VVxaFDh3j77bdbZARVqB1DeXl5dOrUKWTvHw4oGygUCoVCEXrC2gEopcwBzvOxfC1uP4ellIXAbY6HrujcuXOoJQSFXnSCfrTqRSc0vVb3CEBzgv+IPPcIwGo/EYBOrRWH8l3LLCk1DkD3CMNQpgCr71/RkqmsrOSNN94gJycH+4lo2JIKfZ11VNwcfFI4HHfuy/29xnO5lG7bBok0+HAUUsdz53vW5Qi01Vr2Rq9VaOnATgegEShDq17SDDVI/UQOVnap5OjcPcRckUJ1tRaV+MMPP7BlyxYGDhzYqBLU/KFsAMoGioajjp3AKPsEpvLtVaGWENao4ycwLdE+4VwD8JTg+PHjoZYQFHrRCfrRqhed0PRarUVuXYADRQB6pAD7dt45tTobgABEujsA3fdRUncn4aZCff+KlkxlZSUREREUFxdTuu0wFDo74rpHwtVVD9BXfUCDY7zj4azRF0xDEF81AqWoPcZ9+1r7MHo9dzykd11A7TEsrx8ezUFkJBAL0uIY68CXH7MxStb5iRw0AoaUKiJXHqDrVW2JiooiMzOTxx57jO3btzfCG9eg5g9lA1A2UDQcdewERtknMKbT+4RaQlijjp/AtET7KAdgiCkuLq57UBigF52gH6160QlNr9UzAtC/A9AYaUFEaOlp/px3Tq2VB/04AGNr0sBsJ8oaJrgRUN+/oiVTWVnpmUraKhKfzj/hbOZRl/PPR/MP98Ygwoez0FeTEO9GI4HGCOc+3LoD+2sc4hrn6QTsdbwLHh2CRQQQCSIGiHIsp3Ytw4bW/AvCaSiAaLS4RFMbK61fOUrfyztiNpsxRRuZPXs2v//+ewPe3Ddr167l9NNPZ9iwYQwbNozXX3+dgoICJkyYwGmnncbQoUNZtUqL0LDb7TzwwAP06dOHfv368dJLLzWajlCi5lBlA0XDUcdOYJR9AmPs0TnUEsIadfwEpiXaJ6xTgE8FmqLgdlOgF52gH6160QlNr9W9BmCgJiAA5rgYqo4V+o0AdGr1jACsaQJiig2PCED1/StaMpWVlYwZM4bKykryzm/D4W5J+PRo1XJ0udf/85UC7Ez/dd/OqzlIUKFz3nUAfdUHxMdz5/sFVxfwhLkC7aeWdySj9+uqmv2fTL2/ILYVaFUJzThclQk2YhbupPyRzhRvqaYgz8y9997LgAEDuO+++066cUNeXh7r1q3zmEduvPFGTjvtNJYsWcJvv/3GpZdeyqhRo/jggw/YtGkTGzdupKKighEjRjBs2DCGDBlyUhpCjZpDlQ0UDUcdO4FR9gmMDOHNfj2gjp/AtET7qAjAENO9e/dQSwgKvegE/WjVi05oeq3VhcGlAENNIxB/TUCcWisO1jQBsbQPvxRg9f0rWjI2m41ff/0VMhMRmYlgicB3RF8wzwM5zrzHBUjpDfhoyHY+0oG9UoGfG7gS95RgMIE0o8XfWdCiAKOoaRQSgMZICXZ80giHGpfaWDuJj+8lonsZUkp27drFggULGD169End/a6qqmLJkiUeP6DLysr4+uuvmTFjBgD9+vVj+fLlAKxcuZIbbrgBi8VCQkIC48aNc0UH6hk1hyobKBqOOnYCo+wTmMoX3wu1hLBGHT+BaYn2UQ7AEJOVlRVqCUGhF52gH6160QlNrzXYJiAApjinA1C7UPXGqbXSEQFoio/FFBNVs71bCrC1NHR3BdX3r2jJWK1Whg8fjmlfCYYqZ7ieDyefCNb5J/xsF4xD0GuM9DWuvk4/979ujkDh7gA0cv/Pf3U4Bd0cgMKZEuzuBIxxPHerC+jNyUQGumFwU+P+KUyRkpS5uzEPzqeg6Big/d9/9dVXG/xe+/btY8qUKYwZM4Zhw4Yxbdo0Nm3aRJs2bZg1axZnnnkm5513HkeOHMFsNrN3716PTrFpaWkcOnToJD5teKDmUGUDRcNRx05glH0CE3nPpFBLCGvU8ROYlmgf5QBUKBQhx5kCbLBEYIyyBBxritci+KTNhq2s3OcYKaWrC7B7/T/wigAsDV0EoELRkrHb7QiheaxkLWedL8dcMM4/N8ed9LGsTmees+5fgHGuxh/1jQj0cgQ6HsLDKegjElCaQTrqAhKLVp2v6dJNjI53MuPpAHQ9IiRdX8ph4LXtMJlMdO7cmZ9++omvvvoq6Pf4+uuv2bdvHwBCCNLT01m2bBk//PADrVq1Yu7cuezatYszzjiDdevWMXfuXP7+979z+PBhhBAetSMNBkOLTL9RKBQKRTMhlLtDoXBH/aoKMYmJiaGWEBR60Qn60aoXndD0Wq0OB2CgBiBO3MdUF5Zgion2WJ+YmEh1QTH2yioALF4OQGNMeEQAqu9f0ZKx2+18+eWXFBQUULEjBuiB7/p+fpA4HHV+xrvW+aoXKD0X+6wR6BwnQbi9Fr5qAfqrB+isBei/JuAvbfeiudlq6gLWdkT6cohWOh6NlPfrwOUAlGAUPtuZYDJDv1cOkZCSRsmP8UhLJU8++STl5eWMHTs24P6/+uornnrqKRISEnjqqadISUkhIiKC+HgtsnvixIn8+c9/JiEhgUsuuQSAAQMGkJmZye7du0lPT2ffvn30798fgNzcXDp37tyoNggFag5VNlA0HHXsBEbZJzDWTdtCLSGsUcdPYFqifZRLPMScbHHt5kIvOkE/WvWiE5peqzMFuK4GIADmxJoUYffagU5iY2Nd6b8Ake39RwDaQlgDUH3/ipaM3W7n22+/Zc+ePRQt2UC9o/+En+V+awF67dfVwTdQSrA/J1xDagj6rgm4Jz4f95Tgmrg792hAZzqwW0qwjEJz1QVICW4ABsc7mIS/mEWHeiN0n5VL+8uPUnBImydfeOEFnnvuOfLy8nzu+5tvvuHpp59GSklhYSHffPMN77zzDk888QRVVdoNmffff5+//vWvtGvXjv/+978A7Nixg4MHD9K7d2/GjRvHW2+9hdVq5ciRI3z88ccuR6GeUXOosoGi4ahjJzDKPoGx7z0QaglhjTp+AtMS7aMcgCEmJycn1BKCQi86QT9a9aITmlarvdrqSuWtqwGINsbNAVhQ2wGYk5Pj0QDEvQMwhE8NQPX9K1oy7inARLh1wZW+0nwDpQHXszZgvVKCg300JB1Ye37VrjPwdAB6OwN9OQItIKLQ0oHrqAtYF14BhAZquv/6cwC6rGaALrcepOOkwwDEtIXHH3+cc845h9zcXDZv3szXX3/N5s2b+e677/jXv/6F3a5FQo4dO5brrruOKVOmcO655zJo0CBOP/10cnNzmT17Nu+88w7z589nyJAh3HTTTSxcuJDExESuvvpqunbtyqBBgxg1ahR33HFHiyjAreZQZYPGQAjRVgjxnhCiSAhRKoRYIYRo71jXUwjxrRCiTAjxuxBiVKj1Nhbq2AmMsk9gIi4fGWoJYY06fgLTEu2jUoAVCkVI8ewAHLgBiPcYXxGAABVuEYDeKcCGCDMGSwT2yqqQOgAVipaM3W7nwgsv5H//+x8l56ZS7Eyp9Whk4SsNWDjScr3Xe4/1tc7HeleKLzVZu1J4pv36fTjTehuSDhzIUSkAm49l/qIRjUC5to30tmEdCM+nRmrq/wXlzhTQbfoBIltVsXxqCXa7nby8PEaNGkVqaqrPtxwzZgy33Xabq55fnz592LJli8eYxMREPv7441rbGgwG5syZw5w5c+rxIRWKU4bFQCIwBu2/8kvA60KIS4BPge+A24CRwMdCiD5SyuwQaVUoFApFGKIiAENMx44dQy0hKPSiE/SjVS86oWm1OhuAQJA1AN1TgN22ddKxY0cqDrqlAHs5AKEmCtAawhRg9f0rWjImk4n27duTeE5PIkd1pyYC0D2izo+DTNQVBVhXVKDBx77cUoLrbEpSn8hBf0m02mNJj/V+xgSKBjRTEw0YiRYJGKu9dkZVBsJP2cAIalqM+Iz+k7Ut6HQCZk7K54JZsURERBAXF0dKSorP9+jXrx//+Mc/MBhqfl6q+UPZAJQNThYhRAfgfOBWKeU6KeU3wAxgNHAN0Aq4WUr5m5TyWWAzMDFUehsTdewERtknMFXLvgi1hLBGHT+BaYn2UQ7AEFNUVBRqCUGhF52gH6160QlNq9Xq7gBshBTgoqIizxqAvhyAjjqAoewCrL5/RUvGmQpq2VaIsdwZIefPyRYoUi7YFOBAqb8NcewFmw7sa39G19/TjqU5nJ7+0oAD1QV0Phx1AYlx/K0jJdiPj9DpUnR3AHo4AoVvazs/1cAZR+kzsCtdu2Z6OPjcOXToEFJ6eiDV/KFsAMoGjUAKcAD4zW2ZsyDnFOBbKWWV27rvgBHNpK1JUcdOYJR9AmPskxlqCWGNOn4C0xLtoxyAIUYvB5VedIJ+tOpFJzStVmcDEAiyCYhHF2DfDsCKQ241ANvXdgAanRGAIUwBVt+/oiVjNBrp0qWL9sLmdAAGir6ryxFYX8egv2UNdQgGM7Z2pN9pR1NB1G4OErwTMMLt4YwGjKIhFVyMjr0Eav7hy7Xp/OTHNsVisEZhMHg6IG02GxUVFQDk5+fXSvdV84eyASgbnCxSyl+klGlSykq3xdej1QcoBPZ5bXIQaIsfSkpKKC4udj0qKyv9DQ056tgJjLJPYIx9u4ZaQlijjp/AtET7qBqAIcbfXfRwQy86QT9a9aITmlZrdX0jAOvoAmwwGKg4pEUAiggz5tatao0xxWoRgLKqGntlFQZLRH1lnzTq+1e0ZIxGI9XV1QAIlwPQicCtIJ/nhq76fHitr89zX6991Q/0sc5bqmuZwcc23vUAa9cErDLa8XSjOesKejkhpXC8bx1OT+mWykwZWi1BPzm/Xp/Y6VJ01v/zdgJ6u069l1UdNdfar91uZ/fu3ZSXl9O9e3eioqI4duyYxxg1fygbgLJBYyKEiAHmATcD9wCj0ByB7pSi1Q7wSd++fSkrq7kJOmXKFKZPn05KSgq7d+8GoF27dkgpOXJEu6narVs3cnNzKS8vJzIykvT0dHbu3AlA27ZtMRgMHD6sNQ3KzMzk8OHDnDhxAovFQufOndm+fTsAbdq0ISIigoMHDwLQpUsX8vPzKS0txWw207VrV7Zu3QpAUlISNpuNrKwsADp37szx48cpLi7GaDTSo0cPtm7dipSSVq1aERcX5yra37FjR4qLiyksLEQIQa9evdi+fTs2m434+HgSExPZt0/zm6alpVFWVsbx48cB6N27Nzt27MBqtRIXF0ebNm3Yu3cvAB06dKCystI11/Xs2ZM9e/ZQVVVFTEwM7dq1Y8+ePQCkpKRgtVrJz9d+l3bv3p39+/dTUVFBVFQUqamp7Nq1y2VvwNVpvWvXrhw4cMBl744dO7Jjxw4AkpOTMZlMHDp0iNLSUioqKsjLy+PEiRNERESQkZHBtm3bAGjdujUWi8XD3kePHqWkpASTyUT37t1d9k1KSiI6Oprc3FwAOnXqREFBgV97x8fHs3//fgDS09MpKSnxa++kpCSys7MBSE1Npby8nKtTtZtH7x2wcFH7KmKMkoMVBrYUmxjVVgto/bnATKxJ0jvOCsCHBy2c37aKeJMkr9LAL4UmLmynjd1YaMJkgH7x2tgVhyyIDslE/nMy9oP5VC3/PyJvHQ9A9doNYLVhPm8YAJWvfIR5zJkY0ttjzy+gaslqIu+4BgDr978iS09gHj1cG/vaCkxnD8aYmYYsKMZut3vYOzIykgMHDtQ6Zr3tnZiYSGxsrMcxW1RURFFREQaDgZ49e7Jt2zbsdjsJCQkkJCR42Lu0tJSCgoJax6wve1dUVPg8ZisqKqioqAh4zO7bt4/Kykqio6PDco6Iioryae/GmCNKS0vJysoK+znCYrEQLMI7VaOls2bNmnigqH///hiNJ9FZT6FQNAr7XvuQrffPA+C0Fx4kdfyYgOPLD+TxzeBxALS76BwGvvqvWmPW9LyA6sISojp24OyfP6i1/pdr7yL/q3UAnPvHZ0T4cBIq9IfNZmPz5s0ACSNHjqztHT5FCIfz3Lp167j44osRQmDp04GK329xrJG+/7o36/DbaMPHc+l4LtyXB3LMuTcG8TWuPg97HcvsAf7a/by2eT13f1gdj2rHoxI44Xge4LechAgBSUAbNI9AFFo8ocXxiMAz6dj5MAEmqf0t+CWWb6f28Nh1Tk6O64e/xWKhT58+zJs3j/79+/vXo1A0My3p3CCE+DPwFtAOmCmlXCiE+BDYL6Wc4TZuGnC9lHKw+/bO80NGRoaHU9ZisdTrAlKhaAxGLdrU5O9x5/+b1uTvMfrwuiZ/D4UiEPU5z6nbcSHGebcg3NGLTtCPVr3ohKbVai2qmaPqXQPQRwRg1q+bXWnFkR1qp/9CTQowhC4NWH3/ipaM88JSSgk2RxScDJDeW6vxR12pvoaa7USgWoBur6WfdGDp/X4NqAUofY+7+5cRuNcErJ0KXLtuYHDNQSxoLrw46qwLKGocfa53lY5HgE/uWi60R/LAUqLaVuHubExJSSE6OhqDwUCXLl2IjIykZ8+eHm+v5g9lA1A2aAyEEFcCX6Ol+54mpVzoWHUI8G7LnQrs97evuLg44uPjXY9wdv6pYycwyj6BscxoEb1wmgx1/ASmJdpHOQBDjLNQerijF52gH6160QlNq9W9BmAwXYCN0ZGICHOtbV37O3Lc9dzio/4fgCk6yvXcVuadNdM8qO9fASCESBFCrBJClAohdgkh/P5SFUKMFkL87hi7XghxenNqrQ8mk4nU1FSioqIwJcVS4+Tzdub5cPpJH8vqcgT6rQXonmLrcG3V0uHL7VXXw2s74dsJGGEz+XgPX84+f86/YJyA0Y5H7RRdp6/OWUXQlf7rcOr5dW/K2hYxGmHIXTkeOzaZTHTr1o3u3bsTExNDZWUlL774oiv9G9T8AcoGoGxwsgghEoD/AMuAkVLKPW6r1wB/FkK4l3Y6F/iqGSU2GerYCYyyT2Cc1wwK36jjJzAt0T7KARhiEhISQi0hKPSiE/SjVS86oWm1utcADKYJiBCCCEcUYHVB7cKskaUVNc9TfNe/NkTV3Om2lYem8LX6/hUOlqL5V84CHgUWCSHO8B4khOgNfAgscozdAqwQQkR5jw0HkpKSmDp1Kj3/ei7x15xOcA41f8vq6/zzEQXoM0rQLYqwXtF/QUYFYuD3NnleywJFA9a3Q7DTCRjleEQ7lomaL8Lx1IRn919vBbVcp8L3t9Tx3ELOeWoP0W1rHHwmk4nWqREYTHYSUwTrflzHrFmzOHr0KKDmD1A2AGWDRuB8tFbgzwIZQoiuzgfwX7T6AC8JIQYKIeYBXYEloZPbeKhjJzDKPoGxbdkVaglhjTp+AtMS7aOagIQYvRxUetEJ+tGqF53QxA5AtzTeYFKAAcxJCVQeOUbVsUKklAhRc8FrLCh1PY/umOJze2MYRACq718hhBgEnAmkSSnzgE1CiDHADcBPXsNnAB9KKZ93bDsV2AX09zE25JhMJn788UcMeXmYO0ZS40Ly0/wD5yqhhZ/5HOO+TDhq+fl4XmuMvyYh3svqahRSVz1Ag9cywe+tj1DjXrO7vYe7JsfdZenmjHR/jkCrAViXE9Xp0juB5gvQ9mugpp6fd8yhx0PWRAUKH8ucyzuPKCTj7ELyN8VScdRMXJtq0geWcmBDLF8+1pniIsmqVat49dVXWbFiBb169eJUR82hygaNQBe0/8q/+Fl3MVqE4DogC7hQSlnQfPKaDnXsBEbZJzC2P3aHWkJYo46fwLRE+6gIwBDj7OQT7uhFJ+hHq150QtNq9XQAxgcYWYMlOQkAe2UV1pITHuuOZO1wPY9K9+0ANEVHup7byip8jmlq1PevQIvk+93h/HPyHTDCx9iRgKujjZSyUkqZLqUMO+cfaAXlR4zQPoah0p/zyivCTwivenx1RQZ6bRtweYAIQF/Rf+46/NYIdB/jjDL0XD9he//a+64Vg2cEaXTb3ggimEhAX9GA0UA8WmqwAQNayFCE2x78xjB6Of+EdPhjvT+90NKB04aU0mN0AelDSjEZIWNYKRc/kk1p+XGys7OpqKhg7Nix/PjjjwGOlFMDNYcqG5wsUsqnpZTCzyNbSvmblHKYlDJKSjlYSvlzqDU3FurYCYyyT2Airr4g1BLCGnX8BKYl2kc5ABUKRUipLtAcgMaoSIyRwRWhjmib5HpeeeSYxzpr3lHX86iOHXxub4hycwCWh8YBqFAAndGKubtzEPDIXRdCRKJFeKQ4av8dF0L8nxBiMAEoKSmhuLjY9aisbL50d/eC8oaKANFr3s61oJqBOB7eab3S19haya0+XvtY5u7M83Dsuev2N8b9gZ/lBh/bB6oH6K8xiNMJGOH2iERz+8UgMBNJ7QjA2q5K327ZQON8WbTzkFJueCWPNu21ObZVq1YUFBRQXh6aSGuFQqFQKBQKRQ0qBTjEpKenh1pCUOhFJ+hHq150QtNqdToAzUnBh1hb2tQ4AKvyj0PXTq7X7inAUWntfW4fDinA6vtXALGA9wFYiua9caeV4+8jwN3ATuBW4AshRG8p5RFfO+/bty9lZTVdrqdMmcL06dNJSUlh924tJaZdu3ZIKTlyRNtFt27dyM3Npby8nMjISNLT09m5cycAbdu2xWAwcPjwYQAyMzM5fPgwJ06cwGKx0LlzZ7Zv3659sNhYXn/9dWJiYuiyx8qJExb+ciCWboWRFFmszO+Xx33rNQf9z+1LyI2p5PLdbQDJW72OMCQvlt7Hoyk32XhmYC73beiIQcKm5BJ2JJ7g6h3a/+13ux+kV0EsA/LjsBrsPDlkDzM3diHSauCPpBI2tS3k2m1pAHzY9QCdSqIZkpcIwOzTs7j9167EVZnZnljMDyn5XJ+VAcCKjP0kl1s485Dmi31q8G/c+Ed3kios7Eko5r/pOdy8pTcAn3fOJrraxNkHUgHJswN/YcL2nrQri6bMVE2ryiimbdZ8tV+la3Y/LycDkLzU/0cu3d2LtNIE8qKLWdJjAzM2jQAk36TuoMxcwZjsvgC83HcN5+f0IaOoLccji1nU50vu+WUcIFmXsoX8qONcumc4IHmt9wcMP9SPXgWdsUYU8cmA57j65/sxArntNlAat4/+u67AAGzvuZj2+QNpc6wPdlMFuwfNo/uGf2KwmziR/CuViVtpu+MaBFDSfRmRBd2Jyh8Iwk750CeI2ngnwhoFSVmIdhvoaZ7E3JdtPPfopwweOAy73c7q1asZNWoUBw8epLq6mtjYWJKTk9m7dy8AHTp0oKqqylU3sEePHmRnZ1NZWUlMTAzt27d3HbPt27fHbrd7HLM5OTlUVFQQFRVFWlqaxzErhCAvL891zB46dIiysjIsFgudOnVixw4tajw5ORmTycShQ4cAyMjI4MiRI5SWlhIREUFGRoarG2Dr1q2JjIzkwIEDAHTu3Jnjx49TXFyMyWSie/fuZGVlAZCYmEhSUpLrdceOHSkqKqKoqAiDwUDPnj3Ztm0bdrudhIQEEhISXBEH6enplJaWUlCgZXL27t2bHTt2YLVaiY+PJykpiezsbABSU1OpqKjg2DHtpljPnj3Zs2cPVVVVxMbG0rZtW/bs0fpGpKSkYLVayc/PB6B79+7s27ePyspKoqOjm2SOEEJgs9lcc0SbNm2IiIjg4MGDAHTp0oX8/HxKS0sxm8107dqVrVu3AlpN0aioKJ/2NhqN9OjRg61btyKlpFWrVsTFxZGTk+Oyd2FhIQr9on6DBEbZJzBVH60JtYSwRh0/gWmJ9hFS+qjD04JZs2ZNPFDUv39/jEZjqOVw6NAhUlJ8pymGE3rRCfrRqhed0HRapZR82ekcZFU1cX26MXzNm0Ftt/eld9j+2EsA9H/5MVIuHela99VpF2PNP05Em0TO3bLK5/YHP1jNb7fNAqDX7DvpdMOVJ/lJ6o/6/hsfm83G5s2bARJGjhxZXNf4UOMo1J4hpRzntuwi4C0pZWu3ZR2AA8AMKeVzjmURjmX3SClfd9+v8zyXkZGBwVAT6G+xWDwi85oSm81GcrLWhTuyTTwV+Y9Qu/5doL9uzyVudfxk3eOdzz3q//ka4+u1v2XBrHOvB6g9H53dmdWd99Ra7vk60N9AD5vbX/eH1fGoxkIVHagkgTJiqCIKO5FoycIWtHhBs9tfZ6Sg86/3wzsZ2TtB2f1xcEs0S+/rQv8+w1n71S/07t2b2bNnExsby6mGXubQpiSUNtDbuaEpCbfroGBQ/38Co2f7jFq0qcnf455v38b6ZdNWSxl9eF2T7r8p0fPx0xzoxT71Oc+pFOAQ47yrG+7oRSfoR6tedELTabWVlSOrtG6S5sTg6v8BRCR7RQA6sFdWYXW89lf/D8IjBVh9/wrgEJDqtSwV8C44chzN07PduUBKWQXsBnyHuQJxcXHEx8e7Hs3l/AMwGo2YTFqSgbTa8Zv2W6vmn49EVOFjnfROPg2yLqBHmnA96wL6TYL1pV17DD7S3s9+6qgJ6LGuPh2CHe47acZABCYiMROFkViMRGLEEHQKcB3fSqAEagxAp75lTHpqD6ntuwLw66+/MnToUNauXcuphppDlQ0UDUcdO4FR9gmMaWDPUEsIa9TxE5iWaB/lAFQoFCHDmf4LwTcAAbC41wDMr6kBWH6gppdClJ8OwADGMGgColAAa4D+Qogkt2XnAl+5D5JSVgC/oXX8BUAIYQG6AtuaQWeDuOOOO+jduzcdh/XF1SjDo3afw7knvd1KQbiehNe6uur/SfftvJ2CQdYF9H7Iumv7aTGDAbaptQ/vGoANdAIKM2YiiCECExZMDieggVgM0uTpBJS1nYGBXJ/+vi1fVkvvVU7n/iWYo8rZu28HeXl5jB8//pR0AioUCoUiBEh7qBUoFGGFcgCGmN69e4daQlDoRSfoR6tedELTafXoANzgCMCaOzPlOYdczwNFAJrCoAag+v4VUspNwGbgdSHEQCHEP4HLgJeFEFFCiK5CCGet3meAe4UQ1wohBgEvo0UGfhIK7cFQUlJCm56dMLaOI2DEnK8IP7+RfoEcgv7cVAb+P3vnHR9Hda7/75nd1arLlqtsuRt3bDA1dAIkcHNDMJd7SSCBy4Uk/ELoPSTkhuSCIfWmEEi5JKRBSEJJSIcQerUxBvcmWy5yk9Xb7ry/P6bszOzsaiWttFrtPP4cz5lzzpx5dfbs7OrR875vymzA4rx/JqpA55y9E4B3H/uWu811jSfzb1p1YDoi0J8EDBEmSoQwRYQkikYxIUrRVDkaxWhoxk+jksk/BUYWYJ8Vtevis2qeaxQw7vQvc/UDm4hEIgBomsbDDz9MU1NTip0z8hA8Q4M1CNB/BHsnPYL1SY/O+x7OtQnDGsH+SY+RuD4BAZhjWMGnhzvyxU7IH1vzxU4YPFudCsCi0X1IAjLeDo/mygLcsX2XXR/uLsDB6x/AxL9hJP14GbgMOF9ENgHHYST7qAUQkZ8BnwPuMcdOAT4sIrFcGJ0J5s2bR1vdXorrmvEn+jIoXqVfSqVgbxo1P2LPSRym6PfVw/nd279ct/IIjz2ZFD+X4N7UgF4SMIJGhCLChIkQUhFCRE3ir9QsxWiEfMk/DTcx6P0JFMbSJVGjKvmnaV95HbMWdvPgP3uomVzN/AVziBaHueWWWwqGBAyeoYW3Bkqp9ymlblJKLVdKTVNKneL4g06APqDQ9k5fEaxPekQ/+x+5NmFYI9g/6TES1yf4IMoxYrFh+7ubC/liJ+SPrfliJwyerf11AS6qrkKFQ0gsTueefXZ7x449dj0dATgcXICD1z8AgIjsAM70aX8Og1Nxtt0P3D80lg0cpaWlAIQ6YxATCFt0kfTj6Ae/MenaUtUzPfe2iSfRiAcCZT0REtRZquusdkUiAQieNky1ouXKlIo0jQMKRZwwigiKMBohFJpdNFP9FzKPHSjiaSlOP9o1HWWqxCAIFSA9ZSiBmQu7+PGL8MhXO3nvNSP7780338y9997L6NGj/ddwhCB4hhbOGiilioHHgH9xND8F3AuIUuocESkM5jtLKJS9018E65Meqqw01yYMawT7Jz1G4voECsAco7Iyc9Ijl8gXOyF/bM0XO2HwbO0+1D8CUIVCFE+aAEDH9oTbr8sFOE0MwOHgAhy8/gFGOjZv3kxLSwuHDh1Ca+yiz+o/X7rJdNv1xu0TZ5913psK0LrWQV/ZLse9uQJ7XHr94gEqjbXVTcntfVIB+qkC06kBDSWgEfkvRNh0BdaIEMJIDKJJERpRNErQKDOLlqxTTBEbMEkp6PNKOZWAkeq19phJ07v4xC07GD2uG4BYrItzzz2XP/zhD6k30ghA8AwtqDW4AzgZuAioIfGHnE8BM4Gv5MiuvEUB7Z1+IVif9Iiv35ZrE4Y1gv2THiNxfQICMMeorq7OtQkZIV/shPyxNV/shMGztacx8UfwSHXfHrAWwRdrbqWnqQXwEICTUyZH9bgAd/XpvtlC8PoHGOl44okn2LBhA5s3bya0o4mMyL20R7Moszj7rMQiyqy7kos4xolP3TmX0vqWKVgc11l9DjLwtQn7PNdpyeN7JQHNo/IjAf2JwCJCFJv0X8hLAqoICosELEaTMjSqUESx4gIqEgq+3l6lVBSpVYonvGa7C2vApGldfP4HG5i3tIk33nyN9957j//8z//k978ftuEsB4zgGVpQa3AJcJeIPAq0WY0ishr4GrAsV4blKwpo7/QLwfqkR+z193JtwrBGsH/SYySuT0AA5hjbtm3LtQkZIV/shPyxNV/shMGztb8uwOB28bVi/7Vv2wkYMQJDJdGU14ZdLsC5UQAGr3+AkY5x48bZda2hhdRUklfJ51OkNwrKZ24vSegkCm0SzqMAtMf40Vs+dJdytPuQgf+5do57vK+mLp3yLwUZmJYINIi/IlsB6CQBDSLQKoooShWjKEWjHEWJOcaf1EtF/vm9ClZpXfufSf01U7r45Ofq6OkxQjDous7PfvYz9u/fn7SPRgKCZ2hBrcF4YGuKvk3A2CG0ZUSggPZOvxCsT3pEP/GhXJswrBHsn/QYiesTEIABAgTIGVwKwD4SgKUOF9/27bvpPnCI7v1GRuCy2dPSXquKIqhQCMhdDMAAAUY6li5dyoQJE5g0aRKhUIQ+EX5eqiltApFMCMFM6KtMiT8/miuV/i3duL6oANMRgslEYJgQEZP6C5lRADWbAHSSgEVmSSQHUZRgRA/0/8m91vemAiTFTz9leg+/e6WDCRMrOe6EyTQ2NnLTTTeNWBIwQMFgDXB2ir4jgW1DZ0qAAAECBAjgRkAA5hiTJ0/OtQkZIV/shPyxNV/shMGztccRA7CoOvMswAAlUyfZ9Y4du2ldn/iDe/m8mWmvVUqhmQrBXGUBDl7/ACMdS5Ysoba2lomTaohErGQYnqI8tJLy0kcOeimVCtAiEb1x//xcgP3IP+XX7kfSpSICk5V/Vnli1o7UP0+fi192YAcJKMbRoPpCdtEyJAENF+BSjJiApeYYlZpCldSr4SwVs55I+dNPndHDH9/sYMyY0QDs3LmTu+++m337EsmdRgKCZ2hBrcHdwBVKqe8Bp2Jk8zlMKXUNcBPwv7k0Lh9RQHunXwjWJz26n/pnrk0Y1gj2T3qMxPUJCMAco7MzP9RH+WIn5I+t+WInDJ6tPYda7PqAXIC37aR1/Rb7vHzujF6vtxKB5MoFOHj9A4x0VFZWUlpaihIIt3TTu1ovRbGIvVQqQIvAU575nS7A3sQhvcUH9B2TTr3nT+xNbCv1GetTXElEUiUASUcCahgxAkOUEaLYJP+sfwnyL0ECKgcRqEwiUEkUJSVolGPEBYykVgCqdD95osTbJqZcLSVQM7mHe3+wnomTuxg/IcaO+jquuOIKfv3rX/e2xfIGwTO0cNZARH4LXAF8FPg9xlZ/CCML8H0i8v0cmpeXKJS9018E65Me2sQxuTZhWCPYP+kxEtcnIABzjAMHDuTahIyQL3ZC/tiaL3bC4NnafbAJgFBZKVpRpE/Xlh023a4fWrnGpQCs6EUBCBAy4wDmSgEYvP4BRjqKi4tpb28HIHwoRRZgpwuwJFFM+KoEvYRe0nVerZk5hyvZhw+t5bqP35h05/7tx+8Z6+73yxZs3TtVX8rikxREjNh/RT4EYMhLAopBAiqbBCxCUwk1oBEPsBKNMhShtDrKpJWXRL1zz/FJffZPoYy2CRN7+NqD6xk7vpNdO/fw8ssv8//+3//jkUce6X2j5QGCZ2hhrYGIPATUAmcBHwf+FZgsIl/KqWF5ikLaO/1BsD7pET52Ua5NGNYI9k96jMT1CefagAABAhQuLBfgyKiKPl9bNLqS8rkzaF2/lZZ3N6J3JrL5ls3pXQFoZQLOFQEYIMBIRzic+IoRauzEoHqcUAYbhAIkudsP1nDn2KTrlGOg8+jXRx/rmZx727VEm/KOEZ8+3X2Nba/urou1Zo57KZ0iU7cXQqGZxVk3ShxNedsUCmW2G/+sHoM07ETRnUT+eelWi9iz6uChLlMoBydO7OGL927hzOPLicfjANx5552cdtppTJyYOqt7gADDESLSATybazsCBAgQIEAAJwIFYI4xb968XJuQEfLFTsgfW/PFThgcW0XETgISGd03918Lo487wpgrHrcVgGVzZ1CUwXyWAlDv6EJ0vV/3HwgK/fUPMPLR3t7Ou+++y8qVK2l98O+Uv7kL4kJ6998UKsB0asB06kFJN3equuaZLxMFoL8icPnRG1L2Daz4uwKHCBGxdX5eF2Bn8boDW/EAwyZ9aCoCHXEBjUzBUYMk9KymrwrQLBOOXp7ylfZeN2F8D8++1MK8+eWUl5dTW1vLzTffzJ49e9LstOGP4BlaWGuglLpWKfWmUmqMeX66Uup3SqmTc21bPqKQ9k5/EKxPenR+7eFcmzCsEeyf9BiJ6xMQgDnGli1beh80DJAvdkL+2JovdsLg2Bpva0dihsqjaHTfEoBYGP2+JUltkSMze1BbMQAhNyrAQn/9A4x8HDhwgK6uLnRdR9vdxNwrn+TwD/+MUc9uwUUDeWPv9YccTBkfUPPE//Mh/MRL+Cn6lhjE6d7rHv/p1TNITY/5uf2mIwo9sQGVu10jRDEaEdv9V0tB/oVQDhJQuY4R3MlBoiTcgctQlGO4CKv0CkBHObj6077tqa6rqYnxl2c6Of30KYRCITo727jnnnvYvXt3JttuWCJ4hhbOGiilrgO+CTQAVpDhBmAm8IxSKlWG4AApUCh7p78I1ic9opefl2sThjWC/ZMeI3F9AgIwx+ju7s61CRkhX+yE/LE1X+yEwbG1p7HZrvc1AYiF8WedmKQejCzNjAC0XIAB4u1DTwAW+usfIHe4+OKLOfbYYznuuOM47rjjeOihh6irq+Pss89m4cKFnHbaaaxevRoAXde54447WLhwIYsXL+Z73/teRvd44YUXaGxsJBQKEY1GzSzAENnbxsxb/syoZ7eSIOkcVFC6TL9W6StB6Ir/5zNW+RB+qRSAouHONuzoU8n01uiuIlz0lnjG+NrVVxWgUQ+hUUaIIjQ7/p+G5b7rQwKKRfolirJLxC6JLMHFaJSiqMJQBaoki/1elVjX6F4VgF7qdHJNjB//eCOLF7dQUtzImjVruP766/njH/+Y0f4bbgieoQW1Bp8Gvi0iHxKRdgARWQMcCTwJ3JlL4/IRBbR3+oVgfdJD9dPLqFAQ7J/0GInrExCAOUZ5eXmuTcgI+WIn5I+t+WInDI6t3U4CsJ8fzuHyMmZ85mL7vPrEpYw96eiMrrVcgCE3BGChv/4Bcoe1a9fy8ssv89prr/Haa69x2WWXcfXVV3PBBRfw3nvvcdttt3HFFVcA8Oijj7Jy5UpWrFjBCy+8wI9//GPefPPNlHOLCK2trXz3u99l7969HHHEESxatIipU6cCBsEDMOXrL5juwH6knJ+SzyoO1V5vqsCMFYTeNosw9FEA2jakUge6qa1No9qT2gZWHKSfuM81DIddp/rPdgAWHxJQORWBbpdgzZMhWNlqwGI0SlCUo6gw+5OJQGcpGbXJ3Sbufj9CUAmMHRPj3ru3UFzcg67rvPbaa1xyySX8/Oc/T7n/hiuCZ2hBrcE04B/eRhER4BEgyEjQRxTQ3ukXgvVJj/jm+lybMKwR7J/0GInrEyQByTHGjx+faxMyQr7YCflja77YCYNjq5UABPpPAALM+MxFqHCIUGkJtR/7V7r1eEbXuVyA2zvSjBwcFPrrHyA36O7uRinlStBx4MAB3n77bX7zm98AcPbZZ3PDDTewYcMGnnrqKS6//HKi0SjRaJRly5bx9NNPc/TRR6PrOnfffTdNTU00NzfT3NxMU1MTPT09AKxatcrXBgUUNbRSvnI3rUfXmi2SyG9hj0qVyMM5rjekmsc5X7o2v36/xB/OeuL8H7WNGJSWeY3yjutPAXfSEONcoShCJ4yYTr46dhoP5ajjk/jDPCrinnPnOM1x1Ei4Eneg0Y1C91X4VdX+w03uqV6UgOaPpnQYNzrGA/+7gTP/ZQxNTU0A3HDDDRx99NF5FZcneIYW1BrsBhZjqP28OAxoH1pz8h8FtHf6hWB90iP2z7dybcKwRrB/0mMkrk+gAMwx8sWvPF/shPyxNV/shMGxtedgk13vrwswgAqFmPH/LmLqpcvQiiIZ26qVRO16vKMrzcjBQaG//gFyg7q6Ojo7OznnnHM47rjjuOqqq9i6dSs1NTUUFRXZ4yZPnszu3bvZunUr06ZNs9tra2vtWGyapvH666/z9ttvs2XLFvbv32+TfwDnnHNOWlsi+ztIUvmlUwH2qvbr69FPSeijBvTtT+Ei7Dn/5LtT8NBbnnEpSlJswFSuv8a5hhW5L2Rr+ayScAN2knYhVz3R5owH6HQLjphqP8sdOIpGCZqUmWrAYvP65J9077ufTEv4eccrTG7TTHo8ZlSMvzy+j6lTKlFKMXPmTL7xjW9QX58/qo7gGVpQa/AgcIdS6g6l1GFKqWKlVI1S6krg88Cvcmxf3qGA9k6/EKxPekT/6yO5NmFYI9g/6TES1ycgAAMECJATdB84ZNeLxowe8vuHcqwADBAgF1BKcfHFF/Poo4/y0ksvMWrUKL7yla/YMfoshEIhIpEISilXn6ZpLvVgVZWRwCcSiVBdXc2MGTOYNWtWRrb0jC3DIOEyddntAylox+pztCfFD/Rx9fUjBH3jAaYj/py0FqSmuwbiCuwmCSOEKMXK42tG/xNnDEDHUQzCT+GJCeiTIdiZGES5jgYJaCUH0ahAUYwzQ7Dl6psp6Wddo5xiR5MEHD9G581n2jjrjBlMmVxKZ0czN998c16RgAEKAyJyH3A/8CVgHdAG1APfAx4HbsuddQECBAgQoNARuADnGDU1Nbk2ISPki52QP7bmi50wOLZ272+060Vjs0cAZmprOMcxAAv99Q+QG9TU1HD99ddTUmIQ4BdffDEXXXQRTU1NRrZezSCt6uvrmTZtGlOmTKGuro4lS5bY7dOnT7fn++Y3v0lpaSklJSUoZfjlxuNxPv7xj/P666/T2trKoUOH6O7uZsKECZSVlSFAz4RyWo+sxSDhBDc87r5gkHcqhQuvy3XYMYUXyjl3iqPfPZTnfr51fxfhp6cfdBjj5/6bot1iwcRz7ryX0u3zMEIxijA6IcsFWOkeV2Dz6HEHVp564p81zu0W7HIDVs7rNZM0bEURt119q6c/nZa+9RKCNvGnO+oC46rjPHL/dr7w1em8uiIEwE033cTtt99u78/hiuAZWlhrICI3KKW+BZwJTMDIAvyaiLyXU8PyFIW0d/qDYH3So+fPL+XahGGNYP+kx0hcnwErAJVSo5VS31NKva2U2qyU2uIpm7Nh6EhFLBbLtQkZIV/shPyxNV/shMGxtfvA4BCAmdrqygLcMfQEYKG//gFyg1/84hdcdNFFdlazxx57jBNPPJHDDz+cxx57DIAnnniC2tpaJk+ezLJly3j44YeJxWLs3buXxx9/nHPPPdeeb+zYsZSWltrkHxjqwc985jOUlpbS3t5OQ0MDjY2NdHR02JTXjhvfD6EQ/mo+n7akbLnOvgG4AvupAvusAEyl6lNU9oTT9GfgFqzM4ntdwhU4hJbI/iuW1i+FAtAnO7BXDag51IDK4QqsudyBrQzBUVP9V4JGORqVaJSY9wC9pzKlAjCJ/NNNXtNJ/jnOR1fG+PIN25g9zQij1t3VwhlnnMHPfvYzhjOCZ2hhrYFSSgMqgQ3AS8AmYIxS6hSl1Ck5NS4PUUh7pz8I1ic9VHlZrk0Y1gj2T3qMxPXJhgLwJ8AHgT8DLVmYr6Cwb98+xo0bl2szekW+2An5Y2u+2AmDY6tTARjNIgGYqa25dgEu9Nc/QG5w2WWXsW7dOpYuXUppaSlLlizhvvvuo7GxkSuvvJK7776bCRMm8MADDwBw4YUXsmrVKpYuXYqmadx4443MmTOn1/ucfPLJALzxxht2W09PDz0TKthx4+kcev8cMku44US6vlRjelP8+VzjVRumVACmV/+BcPLOUTw/ucXRl0b155tMpPeEIMpUAEbMY0gZqr8QYijzREdThgJQOZWA9nly0g+VdB73VQ1aNc3xf8K9WEOji6adJzN+8vNpiT9lvRQOxV+SCtAiAStiPHDXBq69azwP/9qIR3ndddcxbtw4zj777BT7IrcInqGFswYmwfdrwO+Htd7goSE1Ks9RKHunvwjWJz3CJx1B7KW3c23GsEWwf9JjJK5PNgjAM4FbROTbWZgrQIAABYIupwvwmFFDfv9cuwAHCJALRCIRvvGNbyS1jx49mr/+9a9J7ZqmsXz5cpYvX97ne40ZM4abb76Ze+65h6KiIpouOIrVd5wNYa9LrFkXiwXC05YJGZiCFPS6Bye5C/uQfn0i/Hx+DmuMOH9OT581h/i59+Kwp7diuP0WmQRgSISQEhIuv2KQfw4S0E3+uUnABLmnmWPjjv44XsIwQfxZ1yRyBBtEoEHxpXIBVphx/yAl4efXNqoizjdubeD5V6vYtr2JmpoJPPnkkyxcuJApU6Yk74N+4OKLL2bjxo22uvXKK69k6dKl3HjjjRw6dIji4mLuvvtuTjnlFHRd5wtf+AJPPPEEoVCIT3/601x11VVZsSNA3uE7GDv2SmArqf9aESBAgAABAgw5skEAtgJ7szBPQSITJcVwQL7YCflja77YCYNjq6UADFeWo0WLehmdOTK1NdcuwIX++gcY+ZgzZw7xeJyKigoApLIEwpbwxYc8s4m5dG0pyEAXUeg4emP6+cYRTNXud99Uqj+fuhK+sXQPhs4thcJPec7t9szVgCUoStBN9Z+YMQAdJKCIi/xToqOUMsjBFCSg1ZdQDMZRYsQPdBN/CbrPqQdM/Asxc+mPHXOmcAFOp/xzHh39Y0bpvPnbFi64djwlpePZtGkTN910E1/96leZOnUqA8XatWt5/fXXXUlvTj/9dG688Ub+9V//lRdeeIFPfepTrF27lkcffZSVK1eyYsUKOjs7Of300znuuOM4+uijgeAZCgW1BnOBT4vIT3NtyEhBAe2dfiFYn/To/N8g8XY6BPsnPUbi+gw4BiDwMHCdUmpUFuZyQSlVo5R6WinVqpTapJS6OM3Ys5VSq82xbyiljs22PYOBurq6XJuQEfLFTsgfW/PFThgcWy0CMJvx/yBzW0M5VgAW+usfYOSjrq6O0aMT7+/wgTaSY+75xd/LtM3Rp1L1DeSYqi/dOHf9E2vH4aa6lM+5wpnRN1H3jvUvRiS+kBmhzxvhzzpzxP5TIbueiP2XcN11lkSMwDCastoS8QC9mYKN7MBWiaJRwq61H0OjGo1irLiAfrH/Urr9+vWZ52MqdR7/1gFGVfQAcPDgQX7wgx+wdetW3z2ZKbq7u1FKucg/MOJbtrQY0W7a2tqorKwE4KmnnuLyyy8nGo1SVVXFsmXLePrpp+3rgmdoQa1BPcZODZAlFNDe6ReC9UmPoouGZ2iI4YJg/6THSFyfbBCAy4EZwHal1GtKqWc95ZkBzP0IxnfDk4EvAT9SSh3vHaSUWgD8FviROfZd4EmlVIl37HBDV1dXrk3ICPliJ+SPrfliJ2TfVr2rm1hzK5B9AjBTW8M5jgFYyK9/gMJAV1cX1dXVzJo1i1DNaEKHOn2IukyIPz8CztMn6ebo77EvxKB/fVxHxNOegthTjjblHWv2iZZ8nUnDRTATgKA5KD0rU6+HBBQPIei6IrluEYFKLMIv5DpaJKCySUB3cpDujnEoylFUoFFqXmP+dH7Kv3TEn7dPYFR5nPtv3cCcKe0cOaeDl156idNOO42f/OQnvW3RlKirq6Ozs5NzzjmH4447jquuuoqDBw9yxx13cO211zJnzhwuuugibrnlFgC2bt3KtGnT7Otra2vZvXu3fR48QwtqDb4F3KiUqsq1ISMFBbR3+oVgfdJDG5fd3zNGGoL9kx4jcX2y4QL8IDAWWAt0A5EszIlSailwAlArIg3ASqXUOcDlwKue4dcDvxWR/zWvvRIj49YSn7HDCqWlpbk2ISPki52QP7bmi52QfVu7Dxyy69lMAAKZ25prF+BCfv0DFAZKS0spLS2lrq6OQ42NdOzcBS1dUGG991K48/rG1vP2Z+Km64dUY/syr4+7r+94YXtFDwkXYFJcK720Wdcmt1vJPyJYrr+Wq60Z/88uCmW3WW6/zna366/RLiS7Biv7+uRr3XEBLdfg0op9tvrPiguo6EDRYyT/SKX2S+UW7HEFRodRpXHuv3EDn1w+iw0bttLR0cGNN96IpmlccsklKfZCAlu3buWf//wnl156KUoplFJcfPHFfPazn6W0tJQvfvGLXHfddbzxxhs8/vjjnHjiibz66qt87GMf46STTkIpRSSS+PqraZpLPRg8QwtqDWYBk4FNSqkXMEIlOSEicunQm5W/KKC90y8E65Me+o49uTZhWCPYP+kxEtcnGwTgB4EvichdWZjLiZOB1Sb5Z+EF4EafsWcA11knItIFZCcK9CCjpqYm1yZkhHyxE/LH1nyxE7JvqysBSJYJwExtzbULcCG//gEKA9a+aWhoYNu2bUbje/Vw3GGm36cTJvElZl2lIwZ92pS3LcVR8Lm3H/pDECaPe3pGi6HccyX06CcJ6IkXqBBKEKImERgyyb6QK+afmwTU0NGUReyJi8hTrqMzYYh5rsyjKDOGoDcxSCINiDMn8KQZb5Fw/7VUiCE0WkFioEvv5J9ghHn0UQA6lYAP3rSJo9+pYOuODiKRCL/+9a859dRTXeo8L7Zu3crNN99MU1MTbW1tfOYzn6Gmpobrr7+ekhJDKX7xxRdz0kkncdhhh3HiiScCcPzxxzNz5kw2btzIlClTqKurY8mSJQDU19czffp0+x7BM7Sg1uA8EqTfkTm0Y8SggPZOvxCsT3r0/OnlXJswrBHsn/QYieuTDRfgRmBDFubxYjrgdbreBYx3NiilijFckGvM2H8HlVL/UEodlW7ylpYWmpub7ZIreefmzZtzct++Il/shPyxNV/shOzb2u3KAJxdAjBTW3PtAlzIr3+AwoC1b8aPT3xsqzX1potrCldf20U4U1fgFO7BksJ9V6VoTzU+Zb/fmOS2//fOGLd7b8o5nDEAfdp8xio0StCIkoj9F0JDU874fy5nYBKx/RLnye7Abvdf5XUFVs5zpwtwIi6gZroEKyJseedcLJdggwgsRaMCZBToRaldfD3tSjdIQD8FoFWqK3TefKiFxXNHc9hhh9HV1cUdd9yRMobP1q1bueWWW2hqagJg3bp1dHZ28otf/IKLLrqI7u5uAB577DE+9KEPceDAAVauXAnAxo0b2bNnDwsWLGDZsmU8/PDDxGIx9u7dy+OPP865555r3yd4hhbOGojIjN5Krm3MNxTK3ukvgvVJj+inzs+1CcMawf5Jj5G4PtlQAH4DIwnIEyKSTRlNOeD9rbwVKPO0jTKP/w3cDGwEPgP8RSm1QER8MxQvWrSI9vZ2+/yyyy7j6quvpqamxn6hJ0yYgIiwd68xxWGHHUZ9fT0dHR0UFxczZcoUNm7cCBi/4Giaxp49hsx41qxZ7Nmzh7a2NqLRKNOnT2f9+vUAjB07lqKiInbt2kVLSwsdHR3s27eP1tZWIpEIs2fPZu3atQBUV1dTUlLCzp07AZg+fToHDx6kubmZUCjE3LlzWbt2LSLCqFGjqKioYMeOHQBMnTqV5uZmDh06hFKK+fPns379euLxOJWVlYwePdr+UlxbW0t7ezsHDx4EYMGCBWzYsIFYLEZFRQXxeJw1a9YAMGnSJLq6ujhw4AAA8+bNY8uWLXR3d1NWVsaECRPYsmULYLDmsViMffv2AUYmne3bt9PZ2UlJSQmTJ09m06ZN9nqDoRYBmD17Njt37rTXe+rUqWzYYHDN48aNIxwO2zF2Zs6cSUNDA21tbbS1taHrOuvWrQNgzJgxRKNRdu3aBcCMGTPYv38/LS0thMNh5syZY/9s1dXVlJaWUl9fD8C0adNobGxMud6VlZVs374dgClTptDS0pJyvaurq20VzOTJk+nq6rLvO3/+fDZt2kRPTw/l5eWMGzfODmI+adIkuru72b9/PwBz585l27ZtdHV1UVZWxsSJE+09O3HiRHRdd+3ZHTt22OtdW1vr2rNKKXu9Z82axe7du2lvbycajTJt2jR7vbu6umhsbHSt9969e2ltbaWoqIiZM2e61ru4uNh3z1rrvfWdd+33nlSU2OswdepUmpqaaGpqQtM05s2bx7p169B1naqqKqqqqlzr3draSmNjo2vPtrS0UF9fn7TenZ2drj1bt2eXbUNPW7ttg9+erauro6uri9LS0qw9I3Rdp66urtdnhLVnc/mMsP5gku4ZMXbsWNeezcUzYvLkyQQYfrCeWdFolIap4+m2iboUbroKT39vrsLeNqeCMAOX31QZhDM6+s3hHaf5XJNGCWjb7ucKnBirEIpM99+wQwVoKQE1xJMB2EcNaLv5Wmo/sY/O9lSuwO72uO84UBjxAU2VoBg1dA2lK9DbQDpBj/fq+ptKASgOV+Lqcp1/freZz353Apt361SUhbn55pv56le/Sm1tLe+++y4HDhygp6eHH/7whzb5N2/ePJYvX05JSQmXXXYZ69atY+nSpZSWlrJkyRK+/e1vs3r1am666SaampooLS3lO9/5DtXV1Vx44YWsWrWKpUuXomkaN95444jMHBhgYFBKfQC4R0TSihQCBAgQIECAwYISSfEFPNMJlHoI+AgQA14Gmj1D+hXrQin1dWCmiCxztH0IeFhExjjaJgE7getF5FtmW5HZdouIPOSc95lnnqkEmmbOnImmJQSQ0WiUaDTaVzMHjAMHDjBmzJjeB+YY+WIn5I+t+WInZN/Wrff/kvV3fReAJQ9+mZqPnJG1uTO1Ve/q5q/TTgNg9PFHcNwT92fNhkxQyK//YCEej7Nq1SqAqjPOOMP7WVQwsD7nlixZQigUypkd1r556KGH+OUvfwnAxm9fTPMJs80Rzu8ffan3tS2TvoEcU7cdsyfKGxM7fcb5kXy9nbvbQwjTEEYjVCCUmi7BxaZbcNQkCK1ixArU7ZiBYfPcIg/DvnWdMDohsx4y20N2u9UWt+sh4o7zOI17pjJh4kZCxAkRIyQ9aHoPxLtB74J4B8TbId4Jeg/ETZfgOO6jt3jbParAppYQd/96Ks+sqgaM/VheXu77XW/u3LksX76c8vLypL5sIF+eoYOJXK7BUH42KKUqMeKjH0ey0KIKaBeRnPmUDZfPh74geP+kRz6vzwd+tHLQ73Hz498l/tbaQb3H2Xvy1804n/fPUCBf1qcvn3PZUACeBjSZ9SU+/f1lGHdjxAF0YjKw3dN2EOPr3nr7hiLdSqnNwMRUk1dUVAyLD76BErBDhXyxE/LH1nyxE7Jva/cgxgDM1FZVFEGFQkg8npMYgIX8+gcoDFj7ZuzYsXZbZG8LiSB8zrh8qRR/aZR+rusySd7h0yeWWrCfCkD7en91YNiVnbgX5V9G52L+FG71X8hZRAgp8Sj+xKXuc6v/ErEA3XXdEe8vkRAkkTzEVPnZY3Q04o4+Uz0oVmZgzRgrpou2KNAV6BroIZAQ6O0GCajrbiWgh9zziwHo7asqjXPHBdvZdSDKM683uRTso0e7P3c+8pGPDBr5B8EzFApqDZZjCCN+A5wC7APWYSQ23AdckDvT8hMFtHf6hWB9ekE497/vD2cE+yc9RuL6DDgGYAaxLmb2c+pngCVKqWpH2/uBv3vu3wm8g4N8VEpFgdkYH7jDGpbr4HBHvtgJ+WNrvtgJ2bfVmQQk21mAM7VVKYVWYihBcpEFuJBf/wCFAWvfOAnAor0tpI775xPbzyKK/PrTxgvMMG5gqpiAfTmKf/w/0Hj/jtKktl5jALqKX7/hUFtpRtZzxf/DiAHY2z9nHEB37D93HEAr3p8zLqCzKEJoPjEBNUdMwD075psEoBkXUCKgR8z4f1GjSAno5aBXgBSZxCC+bsBJhJ+PSFLMvsqSOP972QZiPYlnvBXXz4mHHnqIeDye1J4tBM/QglqDD2EkR7wE+G9gu4h8AjgcI5TR7DTXBvBBAe2dfiFYn/SInHZ0rk0Y1gj2T3qMxPXJhgJwUCAiK5VSq4CHlFL/DXwAI7PWIqVUCYYacJuIxDDiEH5HKVUPrAGuwVAG/j4XtgcIECA9BlMB2BeESoqJt7ajd+YmCVCAAIWA8ePHs3jxYt7uaUR27oeeOERCCYFbOqSNB5iJ+i/Ttn4efRWITvUe2DEAxWxLUgz2pgrEcy5oQHEKBaCf8k/51i1ln26r+iwFoLKVfs4YgIm4gKliArqLMQ6USQqa6j9bqeetW6pADaTNiA3YW3KQFMpA5ejb0lDKlKkz0EWjpKTEjiXqxL59+3j33XftLL4BAgwA4zF+FwHYAiwCEJF2pdQDwK0Y6sAAAQIECBBgyJEVAlAppQELMBJyJKkKReT5fk79b8BDGLEF64DzRWSTUuo04B8Y2X+3icjPlFIVwD3AOOAl4MMmOTiscdhhh+XahIyQL3ZC/tiaL3ZC9m21CUBNIzK6Mqtz98XWUEkxkBsFYCG//gEKA9a+GTduHH/605/Yu3cvuq7DBcfC4TNITtSBw6XW0z6cScCUR+HbS1qxlYd9Iv7SuwKHgCL8E38k6iSRgMqRDCQVEeh1C1ZOl2Cb3BO7bozXTMJPx+kKrKE4fMkrhvrPRfg5iu0K7HQJNpWVeifoMYM8zVD95+3b3xRBKcW0adNQKjXjbCUtGgwEz9CCWoM9gJUBZiswXSkVFZEuoAHj96UAfUAB7Z1+IVif9Oi8/9e5NmFYI9g/6TES12fALsBKqVOAXcAq4J8YxJxVnjOP/YKI7BCRM0WkRETmicgfzfbnRESJyDbH2PtFZIqIFIvIGSKyPuXEwwhWttnhjnyxE/LH1nyxE7Jva/cBgwAsGjMKpQ34MeRCX2wN2S7AQ68ALOTXP0BhwNo3FRUVFBUVGeQfwPqdpHTLVSnaM6pnoy2bR41/2+znAjywopnOtF7334SzrlHzOvkmu/Gm6kucK0e7SnH0WuF1Bd66aTFKwiAhlB4Gu0RAIo666RIsUdBLTXfgUvNcy1j95+oTGFvRA+BL/nV0dHDo0CGAQQ3yHTxDC2oNHgO+oJS6VkR2YBCC9yqljgCuJjmWeYBeUEB7p18I1ic9is47PdcmDGsE+yc9RuL6ZEMB+B2Mr1pXYvyla+RFShxEdHR05NqEjJAvdkL+2JovdkJ2bRURWwE4GO6/fbHVqQAUkbTqkGyjUF//AIUDa98opZg0aRINDQ1ES0porigl4R7ro8gTyCwpyABVfyIeF+NejqLM8U63XOvof93k1hC2C3AKlaB/IhFvPXGfMGK6/2Jn7XWrAEnpCuxW/1luvomkIF5FoG9iEB81YDqX4Pa2KpSEUH5knVcFKLhdgXUN0cNm4pAuEN2X8BPL7deHIDxyaivjK7vZ2xxx7Dtjf27YsIFYLMbhhx/OokWLGCwEz9CCWoMvAGXAWcD/Yrj8/gyD/IsBF+XOtPxEAe2dfiFYn/TQJo3LtQnDGsH+SY+RuD7ZIADnAp8WkZ9mYa6CQ3Fxca5NyAj5Yifkj635Yidk19ZYSxt6lxGEPdsJQKBvtmomAYiuI909qGhR1u1JhUJ9/QMUDpz75sgjj6Snx1BirTpqHjEHEdM3gi+Tei9t4iX2SI7l55cd2Cb/UhGFVn+ibXeZVU89xn0fZ7+znhgTRSgVIazwif1HWuLPVcQkA5Uz/p8VAzA5JqA7a7DfuVW0hCuw6JSVthlZfnVAl/Rx/Wwy0DyKQllZgnUN0dsSXKljDuUg/kTc5yEFN52zg1senelYR8PlNxYzIsXs2rWLrVu3Mnv24ORnCJ6hhbMGpqvvVY7zR5RSbwGLgZUisiVnxuUpCmXv9BfB+qSHvmd/rk0Y1gj2T3qMxPXJhu9dPcbXrAD9wJQpU3JtQkbIFzshf2zNFzshu7Z2OT6IoxPGphnZP/TFVksBCEMfB7BQX/8AhQPnvnEmXojuPoRvxl4r26/qrwtwJm6+ZuZfZR5Fc9xPM23wyQ7sm+U3teuvVX59WHeaMX5uwb31G461RcrKq+ufvzejfyqRMdit2XO7ArvPQ+42cWQM9skSrBHisNkbQELuolslbJ6HQbyuwUVGETNLsJSj9ErQQ3aWXxc/ahKCyusiLPD++Ye479+3MN50BwaYPHky48ZUM7qyhNraWm699VY2b96cflP3E8EztLDXQEQ2ishvA/KvfyjkvZMJgvVJj+7fPpNrE4Y1gv2THiNxfbJBAH4LuFEpVZWFuQoOGzduzLUJGSFf7IT8sTVf7ITs2tq5Z59dj07MPgHYF1utGIAw9HEAC/X1D1A4cO4bJwFYtPsQviSdUmRO8PWXBPT0K0+bSkHWeQnBDI/Xvl1CMonXG/GXvoTQKEJLouXcFF3q+H/JMfwyjwmYNF552xzxACWEkhCrVh2NMhV8CeLPQ/7pvZCAehT0EpAygwiUqEHK9hL/z0UCzjvE7z+7mgcuXs9Xzt3CgxdtYN19jfzLCbWEw2Gam5v50Y9+xKZNm3rZ2X1H8Awd2WuglHpYKbXIUU9XAo+pPmIk751sIFif9Ci+6sJcmzCsEeyf9BiJ65MNF+BZwGRgk1LqBaDV0y8icmkW7hMgQIARgK7dCQKweGJu43LkUgEYIEAhwZ8AhNTuvOn6+uoOjKPeF3dhv2v7erTm7d1d2L/NXTeSfwgRhLBASDldgFO5/2bqFqw8525XYIUzFmAqN2B3dmAjdh8O8g9PDECnS7DD9TeJ1FOeLMEh0DtAukHibpdij3uwkwQMKTh6Squr7YH/2MzVvzsMTYV48803Wbt2LZdccgnnn38+AQJkiJOBH5r1U3A/yLxI1xcgQIAAAQIMKrJBAC4jQfod6dMffNClwfjx43NtQkbIFzshf2zNFzshu7Z2NjhcgGuyTwD2xdZQae4IwEJ9/QMUDpz7ZuLEiVRVVbFi60Za73gQZoyFUxabvWlIQDsWX7pxAyUE+9KWaox5FPOojONztToJZwsvoZcpGZiolwIlGIk/nDEANYQQfsk/3OSf8vR7z9197riAFrlnEYH+xJ95FJP806G2Zncy+aeLWUJuxV5SghAH8SdWMV2yxSQB9XbQdRfxJzqJWIGO+exkIY5SXqTznfM2cu0ThyEirF69mk9+8pPs3buXK6+8kmwgeIaO7DUQkRmO+vQcmjIiMZL3TjYQrE969Dz/Vq5NGNYI9k96jMT16RcBqJTaAvwO+F3wQTcwaFo2vLAHH/liJ+SPrfliJ2TXVrcCMPsuwH2xVXO5AA8tAVior3+AwoFz30ycOJFNmzZxaPsOo+HtzXDykgSHlkTWQYJIywbxl6o+EFUgyX2exCFdIcu114/cs47iITpTk4FRIIqhALQIv/QKwHTqP6NPiaApL/mnk54M9GYHTlYAWkRfSOmmak8SRbyEIP4koFMNaBcnKWgSgdIKety+Tok/Cah097l1LI/ofPvcjXzwO+NobGwE4POf/zxHHnkkxx13HANF8Awd2WuglDqlD8NFRF4YNGNGIEby3skGgvXpBV09vY8pYAT7Jz1G4vr09ye6E5gO/FUptVsp9aBS6oNKqUj2TCsM7NmzJ9cmZIR8sRPyx9Z8sROya6s7BmD2FYB9sdXpAqwPcQzAQn398x1KqRNybUO+wLlvqqqqGD16tHGiFBxsNuPtpYrT5zmXVOM8MfRcyTpS1b3z+PX3pS318YN1oQzGaY610Bw/R/LPEDFLush9vaYEESv+XyIZiMKdDMQvmYdvbEDxiz5oxPszsvdq1NVPNQlAsziTgIjnaNfDjnMzNqBEPCUKejHopaBXgBS5CEPlJPp8SD/vsSys8/Sn9zJ3SiVKKWbOnMnPf/5zNmzYkMl2T4vgGTri1+A54B/m0ao7z71t/YZS6iilVP1A5sg3jPC9M2AE65MekbOOz7UJwxrB/kmPkbg+/SIAReTnInIBMBa4EigCfgHsU0r9Uin170qpsizaGSBAgBECOwuwUkTHj8mpLUEMwAD9wItKqY1KqS8opabn2ph8gVKK2bNns2DBAo44ail8/j9JTej5kIDKb5zPdb7jMiH8Bkr+pSq99aeY10sImtRaBOXK/ttbGg/nPzvph0rV31veYO+dQklJQJSEULZ7rlnAk/xD8y9eEtBOCGIRgs4SMROFRM1SCnqZQQiKj1txhiRgZbHwxs0tfOTEKSyZFmV73VZuvfVW1q9fn+FOD1CgmAHMNI/nAW3A/wCLgRrgKODbQD2wqL83UUpNBZb7tP9BKdXpKR/r730CBAgQIMDIxYA0jSLSKSJPishlwATgfGA/8HUMMvD3SqnLsmDniMWsWbNybUJGyBc7IX9szRc7Ibu2WgrAorGj0SLZCEPqRl9sdRGA7UNLABbq6z8CcAmwDrgD2KyUel4pdblSqiLHdg07ePdNbW0tJSUlhASKGppJqfZLRe5l1Nefem9qQZ+2lEpD9/GBwyVtf6YEoUKjGI0omosA9Or8EvSclw5MRw/6UYkOUs9VT0MGmmpA9JCt/kPXOHzWJgfJp3nqTvWfs99DBIqz7lAB6hGMDMHFGBmCLRIwnFAD+pCA4jxaXtimi3BFVPj5v9dTU9ZFe0cXra2tfOtb3+Lll1/ObOP7IHiGjuw1EJE6qwA3Aw+IyJ0i8q6INIjIShG5HiN80n39uYdS6kdAHXCmT/cC4GPAEY7ydH/uMxwxkvdONhCsT3p0/fDxXJswrBHsn/QYieszIALQCRGJi8izInKNiEwFTgVWAzdl6x4jEfkiK80XOyF/bM0XOyF7tko8TvfegwAUD0ICEOirC3DuYgAW4us/EmAq4D8MTAQ+CXQCDwC7lVI/VUqdmFMDhxG8+2bSpEl2PVq/nyS1n3jOUxJ3vZF6PuSceNrTEngZKP9cCr3UZN7ZdZrjfn0tiflCaFSYBKBX/edH8HnpPj91n/LMkNk/P82h2yVYOWP06Rp1uyYlk39eNaBobtIvaZxT/RdC9DCie8nAKEgJSLnpFpxaCaicR098QNGhLKJz7/u3sHRCC1Mqulnz3mrOPfdcvvvd7/a+8X0QPEMLag2OAl5L0fcScFo/5/0yRrLFLzoblVJFwBTgryKyzlGa+3mfYYcC2jv9QrA+6RH5wMDjuI5kBPsnPUbi+mSNAPRCRN4Qkc+JyMLBusdIQFtbW65NyAj5Yifkj635Yidkz9au/Y1IPA5AdEL2E4BA32x1uwAPbQzAQnz9RxJE5JCI/J+IfADD7esF4BPA80qptwP3q+R9U1NTY9ej9QdIIt0s913JUBmYFBfQea2nT2XqKuycJwM1oHOceK9VTG/GvF8mar/URKKlAEzn/puKDPQ/T0X8pVcDpo4HaLj/WqRfoiia28o95J+DDHQQf+JU/9mKPw3xcQ1WZsEiAnUHCaibLsFSDnqRTepl4gJsxw4UKA3pfOuMTZTRyLvvrUXXdb74xS/yyCOPZLT/nQieoQW1BgeBk1L0HYvhHtxnmArDt4Htnq6Z5pw/V0o1KKXeUUp9orf5WlpaaG5utktX19B+B+oLCmjv9AvB+qSHNm1S74MKGMH+SY+RuD599r9TSo0BaoF3RSRuts0DNlrnATJHNBrtfdAwQL7YCflja77YCdmz1ZUBeJAUgH2xVXMlARlaBWAhvv4jCUqpMPBB4ELgXKASeBl4BDge+IlS6iQRuSp3VuYW3n0zadIkYrEYTU1NdD7wWwjpcN6pGIQXYGW8VZ5zbz/KqCtPn1jXpsr6a82RQd13Hu9Ycduqktv2l1guwE77vVmFU2QIFutnFBRQlJT9F/yz/aaqi0kv9iVTcKqi3Oeim2o6SSolkW6SsgDrJNWVLgkyThcji6+eUOa5MgTbmYKVSdiZikNR5jiTiBUN9A6UdCK6uBODpDo66qVhnQfP2clbmytYt6OZsWOr+eUvf8mSJUuYP38+mSJ4hhbUGvwUuFUp1Qw8DOzCUIxfDFwPfDXL9zsMKMP4I9RdwBnA/ymlOkXksVQXLVq0iPb2dvv8sssu4+qrr6ampobNmzcDMGHCBESEvXv3Gjc67DDq6+vp6OiguLiYKVOmsHHjRgDGjx+Ppmm2WmbWrFns2bOHtrY2otEo06dPt2Npjh07lqKiInbt2gXAjBkz2LdvH62trUQiEWbPns3atWsBqK6uRinFmjVrAJg+fToHDx6kubmZUCjE3LlzWbt2LSLCqFGjqKioYMcOI9v81KlTaW5u5tChQyilmD9/PuvXrycej1NZWcno0aOpq6sDjBAV7e3tHDxoeKksWLCADRs2EIvFqKioYOzYsWzduhUwPsu6uro4cOAAAPPmzWPLli10d3dTVlbGhAkT2LJlC2D84SsWi7Fvn/H9d86cOWzfvp3Ozk5KSkqYPHkymzZtstcboKGhAYDZs2ezc+dOe72nTp1qJyUaN24c4XCY3bt309bWRmdnJw0NDbS1tVFUVMTMmTNZt24dAGPGjCEajbrWe//+/bS0tBAOh5kzZ469vtXV1ZSWllJfb+SZmTZtGo2NjSnXu7Kyku3bDU56ypQptLS0pFzv6upqtm3bBsDkyZPp6OjgwsnGd+9f74zyoYndlIWEXZ0a7zaH+cD4bgBeb4xQHhYWVMQA+O2uKGeN76YyLDR0abx1KMy/TDDGrjgUJqzB4kpj7JO7o6hxoyi+9T/Rd+2j+4l/UPyZ/wCg57k3IRYncqahEOz6we+InHMC2pSJ6Psa6f7lnym+1vhbbuzFt5HWNiJnG04eXf/3JOFTjyI0qxZpbEbXddd6FxcXs3PnzqQ9613v0aNHU15e7tqzTU1NNDU1oWka8+bNY926dei6TlVVFVVVVa71bm1ttTPXO/es33p3dnb67tnu7m46OzvT7tm6ujq6urooLS0dls+IkpIS3/XOxjOira2NNWvWDPtnRF8+Y5WI9D7KGqzUMuDnQDvQClwoIq8rpY4E/i4iuY3onwGeeeaZSqBpyZIlhEKhXJtDPB4fFnb0hnyxE/LH1nyxE7Jn696/vMCKS28FYPYtn2T2DZcNeE4v+mLrvmdf5a2LbjDsuelyZt90edbtSYVCfP0HG/F4nFWrVgFUnXHGGYPi/qSUOgf4D+AjwCiMmEw/Ax4WkU2OcZ8BviIi1YNhRzoMl885777ZvXs3l19+Oa+++qrRcOmH4Cd3eq7yficRN/fm15/u2kzq9vx9GdPbdcaxKKbTHfYSmH07aghlwFSEUQgVQBlCCVCMEEWIAlGEIoQiEmRhxKyHzXrErgthx7m74DoPefpDSe06mq6j4jrE44kSi4MeJ9YthOkBq1+PG3XdHKfriaNu9qdq0+MgcUebo0jMrMdAeoyj3g3SCXoHSLc5TjIi/5z19i74yCNjORiailKKuXPn8pnPfIYFCxaQCfLlGTqYyOUaDMVngwWlVAi4F7gKI0mi3YVBDn5SRGIDmP8/MT5bas3zcqBMRBocY+4HFojIad7rrc+HmTNnomkJR7BoNDpsSdrg/ZMe+bw+H/jRykG/xw13XQfdPYN6j7P39D9GbK6Rz/tnKJAv69OXz7m+ugBfAMwQkXHAh4BblFJLRWQlxtekAH1EvmSWyxc7IX9szRc7IXu2djoVgBMHxwW4L7bmMgZgIb7+IwRPA/8GPAGcLiIzzGDvmzzjNpA6DlRBwLtvxo8fj647viqs2oh/bL80br++5z59kqbPW09yz81gjKS7LtF28wrd3SbJY3orYTRKURTRV/ffVPXEuUpqyzwmYAgNTTTD9Vc0R9w/5XLzXbFpjsv9V3wzADvPrYQg5rzirDuzCTvdgs04gWIWyyVYoqBbcQFLTDdhZScBSUn+6e56aRh+f+EBjpvQwszKLrbXbeX2229n9erVvb8RCJ6hUDhrYMZEvwnDNffjwOeAq4FFInLZQMi/FPdrdZJ/Jt7FSM6YEhUVFVRWVtpluJJ/UDh7p78I1ic9iq+/ONcmDGsE+yc9RuL69NUF+G8ishdARNYopf4dQ+beTfKf3gMECBDABSsDMEB04uC4APcFuYwBGCBvcQnwOxFpTzdIRP4O/H1oTMoPhEIhamtr2bNnD+HSYrY8+Q0SBB24v0Y4XGKV59zb7+cibCvzUrgPJ13XXxfhVGMdR9HMwHIkjq4xfnMljhGEUlPBZyn03K67xnEgbsHJLr4ZuAWLcVSiG+67ScUkAiHhAiyaw9VXEmo8q8157jp6ijiKRTqaWX9FB+VyCXYSkiGQDpTelUT+iRX/z0oGIob7sZUpOKoJ3zhhE597bSZbmqPEYu1ccMEFXHXVVVxzzTUECOCEiOwGfuVsU0p9AFguIkuzdR+l1PeBiIhc4Wg+ClibrXsECBAgQICRg74SgKKUOgvjL1mXicgBYLlJBBanvzSAH8aOHRwVVLaRL3ZC/tiaL3ZC9mzt2rPfrg+WArAvtroJwKFVABbi6z8SICI/z7UN+QK/fVNbW2vHXCoKF9Gd8O3Fn6yDRCy8TGIDes97I/vS9WVST9//0qQIiQQkaUjClISgEW8varnmihBSiRiAfqRfyEMKZk4EpiP+UhOC6EBcTBddlRTvb1JVo6dNcx8tMtCXCCSJ8BNzvPL22XWF6GZsQBc5mCADRTSU3uG6VjlJQLNNxN1eHBLuPmYLV78wk8df38mB5k7++7//G03T+OxnP0sqBM/QwlkDpVQl8CBwHMm/Z1VhhFHKJv4E/EYp9R7wHEaW4U9gxAIcESiUvdNfBOuTHrGXV+XahGGNYP+kx0hcnz65AIvIT4Fm4DGT/LPaHwM+nGXbCgJFRUW9DxoGyBc7IX9szRc7IXu2DoUCsC+2asW5cwEuxNc/QGHBb99MnjzZrke37yXZpdfruqtMV9u+ugX7ueem6EuVOdh3jtTuvn71g1E/V9/M3X8xXW0t99+wSp2L1999ty8uwf7ZfUOesc4zpSuU0+1XT3YFjobiJvmWxu3X26c73X/dfcrV73EFNusqySU4jFhZgqUYpZdiZAoOu1x9lYcQVE5y0KwXa8K33reZmipjf4fDYVatWsW7777bp/dCoaGA1mA5RozYFzF2VwPwT6AH2Aeck82bichTwP8zy6vAp4D/EpEXsnmfXKKA9k6/EKxPesihllybMKwR7J/0GInr0ycCEEBEXhORn/m0/zM7JhUWrOw2wx35Yifkj635Yidkz9bOnUaYGq24iMjoyqzM6UVfbA2V5i4LcCG+/gEKC377ZsqUKXa9eFsDmZN6fSX++kAEKr9xmZB/qUqi/8NbYxmNSxf/L4pGhOT4f6koP386MB0RmO5cc5CAjiIhlE3MKZLi/znIwK37xzvGaQmXXN1zFPd1SXECHaSfstx5nbECXfEAnccwRuw/My6gHgWx4gIWgxSZ84A39p+LHHSoDctC8NolzRw5fRTnHjOFbdu28bnPfS4lCRg8QwtqDT4EfElELgH+G9guIp8ADsdIoDh7IJOLyE+sBCCOth+LyBwRiYrI/JGmVC+gvdMvBOuTHpF/OSnXJgxrBPsnPUbi+vSZAAwQIECA/kBE6Kw3CMCS2okopXq5YvDhTgISxAAMEGCwUVtr/N4aj8dRz78Fv3sWm5RLStyhHCowq99nTKZEoPQ21jEuaWx/SEHrGeedPz3p5yylaJS7CMBQki4vddoOv9QgbrLP3e6vAHSPTrQpK/FH3EvUeYhAwZH4Q5n1FKSfU/XnKeIYK3oIEQ2RkJsc1EMoi/TTE+o/qy52cpAikwgsw5kcJNmd2KdunpeG4OWPNVFTYWQH7Ozs4KGHHkqrBAxQEBgPrDHrW4BFAGbc2AeAW3NkV4AAAQIECNDnGIBJUEqNBr4CnAhUkPjGa0FEZNZA7zNSMWPGjFybkBHyxU7IH1vzxU7Ijq09B5tsN9vi2okDni8V+mJrLl2AC+31D1B48Ns3lgvwe++9R8/bb8Mvfw/LzjTi5FkJMsT8GqHEEQ7PImc88QDFkRjE/qNCipiAzn7nPbxjrXv5xiJ0zpmi7pj7xwvLMMg8R4w/a35XQhCv7YkEIFGwE4BYcf8MelDQBDTlbE9ODpI49tbWe4IQ6x5KMOP+edV/TvLP6F84fo+ZlENLxO5zJf/QEnU77l9y3Rnzz07WYSf9gCT1noe8M+6rzDbliAvoVA+2+16bnHjE+BGimvD1Izdzy8qZHIoV8c4773DppZfy8Y9/nOuvvx4LwTO0oNZgDzDHrG8FpiuloiLSheEOvCBnluUpCmjv9AvB+qRH10+eyrUJwxrB/kmPkbg+AyYAgZ8AHwT+DARO9n3Evn37mDp1aq7N6BX5Yifkj635Yidkx9aO+j12vWQQCcC+2KqFw6iiCNLdM+QEYKG9/vkMpdQvgXtEZLWjbRKwV0RijrbjgG+KyAl9mLsG+BFwKsYvjl8UkV/0cs1s4B3gXDPb8LCE374ZNWoU5eXllFVWcOjAQWhqga07YeYUbBIsiZQDg8FxtjlIPZs/60NyEHu85x4uG7z39yH8nKSgVbfmFsUpOzv59Zywj91OexwkpqctjFCE8WUtZCYCcSUAUW5CL+Q5+pF7A80UrHTdQcxZiT+8xJ/Y5zubRjFndJeD7PMmAjHXzkUEaiSRgTb55iAHRVyZe7ESf7iOVr9KtDmJQEdyEENt2AF6vFc1oHXfqBLuPXwLt7wzi4aGBurr6/nyl78MYJOAhf4MhYJag8eALyilYiLyv0qpPcC9SqmfYCRR3J5T6/IQ+bx3PvCjlYN+j1tX/pae3z47qPc4e8/Lgzr/YCJ80hGDvj75jHx+fw0FRuL6ZIMAPBO4RUS+nYW5Cg6tra25NiEj5IudkD+25oudkB1bXQTg5AkDni8V+mprqKSYWHfPkLsAF9rrn+f4KMYfu1YDKKXKgB3AyYDzW/EojMyPfcEjQJs51yLgR0qpzSLyqt9gZfjO/wgo6eN9hhx++0YpxezZs9m6dSthpXHgi59GRlXhJtv8yLLeSL1MxvTlPAUxaNWTSEccxKXZruCwQ1YMQOdcfnMm94eBIqDIrFsKQC/B56cITK0C7F0NGDKVfkkZhsXoVwLKUv/FnYSfk/hLkIGHOkqhykkOah4y0OojQQTaajvHuZMcdCrxelMA2nUHIehSAFp9VhsgXaDHzPs75vAQgWIqC4s14b6Fm3hhXQX15iv405/+lLPOOotFixYFz1AK6nPkC0AZcBbwvxguvz/DIP9iwEW5My0/UUB7p18IzZ5KT66NGMYI1ic9gvdXeozE9clGDMBWYG8W5ilIRCKRXJuQEfLFTsgfW/PFTsiOrZ0OAnAwXYD7aqsVB3Cok4AU2us/AuENd9H3CZRaCpwAXCYiK80EW48Dl6e57NPZuPdQINW+mTBhAuPGjWPatGmUvP9EGD2azJJ++LVpZJ4l2C9WX1/OzboVw08USQlExH1NUzTd3OlLCRrFpEsAYsXwc0cDTI4O6J8UxNvqzvcbcs1nxf9Tojmy/qYriTh/dhZgvyQgYsX0M/olVRzBVNmDzXPRjYIZE1C8SUJcSUFCiJ05OEwiOYgzLmApSFFClegk/lIkBolq8NKyFhZNrqSmpobTjzuSO+64g9WrV2ftGfrss89y/PHHs2TJEs477zz27NlDXV0dZ599NgsXLuS0005j9WpDqKzrOnfccQcLFy5k8eLFfO9738uKDf1FoXyOiEiXiFwlIv9qnj+C4fb7H8B8EfltTg3MQxTK3ukvpGnkERTZRLA+6RG8v9JjJK5PNgjAh4HrlFKjsjBXwWH27AElAxsy5IudkD+25oudkB1bh8oFuK+2hkqMTMBD7QJcaK9/AF+cDKwWkQZH2wvA6X6DlVK1wJeATw2BbQNGqn0zbdo0u168dZfpQush68SnLS2plwnxNxBy0FFXmunqm6LPSlyBxv2LR3nmzLyUmgSgk/xLJuo8dJ3S0KS3pCDJ6UPcpKFPXYyji9yLpyL+NFfb4jF7HMSfmxy02pVJ4KlUGYAtdZ6T/DPXWelGQhI7K7GdGMRRFzcZqCSMeBOFuEjAEkQvM+uam/jzKABdiUE0eOO8Zq46MsJ7W3bQ3t7Ol7/8ZTo6Onp/w/SCAwcO8NnPfpYf/ehHrFq1ivnz5/O1r32Nq6++mgsuuID33nuP2267jSuuuAKARx99lJUrV7JixQpeeOEFfvzjH/Pmm28O2I7+ohA+R5RSEaXUJUqpyc52EdkoIr8VkS25si2fUQh7ZyDo+kHAKadDsD7pEby/0mMkrk82CMDlwAxgu1LqNaXUs57yTBbuMWKxdu3aXJuQEfLFTsgfW/PFTsiOrZ07ExzHYBKAfbU1VwRgob3+AXwxHajztO3CyCLph+8D3xGR9ZlM3tLSQnNzs126uobWzT3VvnHGUinetgtfpZ/S3O2SisBLQ+qJT1tKoi/dPL1d7+lTmm3/7W8cSjM2fSkySxhvBuDU+r4QIYMETEX2SbJK0F8xmFxPZP3tTfXnPn+jodZU+Dn6RXONE1FGohCL5PNmf06nAvSthxJ18VcCKpcq0EECSgT0KEqKHWrAUK8KQCtJSbEGN07fwfuqminV4lQWh/jLX/7Ct7/97V7fM+nwhz/8gTPPPJNFixYBcPvtt3PBBRfw9ttvc8kllwBw9tln09LSwoYNG3jqqae4/PLLiUajVFVVsWzZMp5++ukB2TAQFMLniIj0AN8ETsm1LSMJhbB3BoLimy/NtQnDGsH6pEfw/kqPkbg+2YgB+CAwFlgLdGMkqwsQIEAAFywFoAqFiNaMy7E1CWiWC3BnN6LrKC0bfxcJECAjlANeaVArRvwoF5RSF2EQhudnOvmiRYtob2+3zy+77DKuvvpqampq2Lx5M2C444oIe/cakTwOO+ww6uvr6ejooLi4mClTprBx40YAxo8fj6Zp7NljvJdnzZrFnj17aGtrIxqNMn36dNavN7jJsWPH0tPTw5o1awAji9q+fftobW2luLgYpRQXXngh3SVV/OnFNeydPJZ/39cNwMPzxnP03hYWHOygI6zxjaWTuP3NejSBleNK2TC6mAs3HADgV3PGMr+xnSP2tRPTFPcePYkbV+ymOKbz3pgSVo4r5ePrjLG/nT2KaS3dHN3QBsD/HDuJa1Y2UNETZ/3oYl6qKeO/1hhjn5xZxbiOGCfsNsbed9Q4rnjvINWdMbZUFfG3KRV8+l1j7J+mV1Dao3PqTmPsN48cw0Xrm5jQ3sOUlh5GdQlXrToIwN+nGC/tmTuMsd9bMoqPbG6ltrWHhtIwv5xbzvUrDwGwbnIx0YjGcdvaCAOrFlUyZ0c7o5tixIo1di4sZ9ZbLSigo6YIVaJRuaUDBfQsKCWyu5tQYwyKFNoRpXS+3ooGFE+IQIXi0KZuFML4eUU074vTfiBOOAxzl0bZ8GYXogtjx2mMGa2xeb0RD2/ODEVjo8a+A0UodI45rIMVm8qIxaC6tJsJZR2sbRgFArOqDtHWGaKxq5g39tVyzKgdvNNUS1c8xKhQG5PDB3ivoxYQZmi76dLD7NLHgghLWc1amUsHUSpVM9P0OlaHFwLCtO6txEWjPjoFgCNaXmFj6ULaQuWU9zQxq2UVq6pPAoEprWtRepztFfMBWNzwN7ZWLaGlaAwlPU3Mb3iWFVM+AgiTG98h0tPKtrHHAcKiuseoH3M0h8qmEO0+yOFbHuDNeTeCwMT9r1LWsYfNteeBwPxNP6Fh7HEcrJpPpKeNI1d/i4s++h8c01HG0y+/w/e//32amppoa2vj6quvpqmpiaamJjRNY968eaxbtw5d16mqqqKqqort27cDMGXKFFpbW2lsbKSsrAxN03jwwQcRETo6OjjmmGO444472LRpE5MnT6azs5Mbb7yRhoYG6urqmDRpEmvWrKG8vJzp06cTiURYs2YNNTU1xGIx9u3bB8CcOXOoq6ujq6uL0tLSQXlGtLW1EY/HXc+IoqIidu3alfSMiEQizJ492/7Fq7q6mpKSEnbu3AnA9OnTOXjwIM3NzYRCIebOncvatWsREUaNGkVFRQU7duwAjD84HDp0KPkBOXj4NnCNUupJEWnvdXSAAAECBAgwhFAi0vuodBMo1QJ8VUTuyo5Jg4tnnnmmEmhasmQJoVAo1+awZ88eJk4cPDVUtpAvdkL+2JovdkJ2bH1mwTn0HGyiePIETnvr8SxZloy+2vr6BVdz8MW3ADhz8zOEy4Ymt0Khvf5DgXg8zqpVqwCqzjjjjOZszauU0oGzReSv5nkZRtb7k0TkZce4DwJ/FJGMPlyUUl8HZorIMkfbh4CHRWSMo20M8B5wnpUcRCklwFl+WYCtz7mZM2eiOQjtaDRKNBrtw08+MKTaN7quc+6557J7926219cT7+mBX3wTLvpwiplSfU/xa89m28DPz9rewt+mVvQy1l3XgCgwHWEsUAmUI5QAJQjFQDEQNTMEFyFEMf76WoS4jhH7aCQRSXV0193HkAiarqNiMYjFIR5PHOMxiOlm3Sx6HOJmm66zvbmUqcVNRruuG31W3e/cr4hPv/RSF3Ne0Y0/7khiLjH7ldlvzB93HyWGkQgkBtINehdIh9mu+yYF8da74oqT/zaKN+oaASgrK+PJJ59k6dKl9Iauri4ee+wxLrzwQiKRCNdccw2vvfYaTzzxBBMmTOCuu+7ivffeY/fu3bz44ov2dWeffTZ33nknN954Iw888ABLliwBjKQkb7zxBt/97nd7vfdgIJefI4P12eAHpdS3gE9gJPx4ESPJkxMiIjmTJA2334MyQb58B/HDUGQBvuXZnxB79o1BvcdgZQEO1if3yOf311AgX9anL59z2VAANgIbsjBPQaKkZNgncgTyx07IH1vzxU4YuK2xtg56DjYZcw2i+y/03VbLBRgwEoEMEQFYSK//CMElSqmTzHoE41f8TyqlznaMmdnHOXdjxAF0YjKw3dN2ODABeM5IAmzjj0qpJ0TkP/wmr6ioyOkveKn2jaZpTJkyhb179xrkH8Cbq+Gij+CbXTcpI2+69jRtrrkzuda11olxvjb6n9eXRTFcenshAB1zhjBIv2KblLMy82IWK3Nvoj2RGdiTFdh1dI5Lk0nYm1VYdJQru6+j2FmAva6/ibayUMxw8XW1O+p2bD/cc4mjWFmC0yTk8M0AbLnqCq5swcpvnJkN2LBVmW3KY6NmkoA9JlnoscdDCkYRnj+tkZNeruW9Hfs56dij+NrXvsatt95qE3N+6Orq4s4772TFihWsX7+eL3zhC4wdO5YzzjiDmpoaAC688EI+9rGP0dTUhK7rNtlfX1/PtGnTmDJlCnV1dfZ96uvrmT59esp7DjYK6HPkI4D1y5cf0zsw5UUBooD2Tr+g79qXaxOGNYL1SY/g/ZUeI3F9suHr9g2MJCDFvY4MkATLnWG4I1/shPyxNV/shIHb6s4APGGg5qRFX211EoBDGQewkF7/EYKLgM+b5VYMuuZSR9vnzTF9wTPAEqVUtaPt/YBX1fc6MB84wlHAyAh8fR/vOWRIt2+mTZtGWVkZoUgE7bT3wZELMeLnpUvg0dd2T1y9lHP7xPFL16ZSxRE0Y9A5zs/f3OQzl0+xYx4a8fbK0IgQciQAccb/c8cC9IsEaLdJmj5XNEB3TMBE5l8z629cIVbsv5QxAP1jAm5uGeXIHKzhTgaSiAUooozsvVbJMAOwVRexMgH7xAO0E4xY7Vb8v0RsQDHbrNiAVpIQkQjoZoIQKQYpB73EjBlIEvkonvNiDb5zw6Vce+w4etqa2LdvH8uXL+ftt9/2fW84yT+Ad955h507d3L22Wfzj3/8g8ZGQ034+9//nuOPP57DDz+cxx57DIAnnniC2tpaJk+ezLJly3j44YeJxWLs3buXxx9/nHPPPTfle3KwUQifI0qpCPDfwMkiMiNF6esfigoehbB3BoKij5yWaxOGNYL1SY/g/ZUeI3F9sqEAXALMwUgC8jKJv3pZyKnUPUCAALnHUGUA7g9CJQmXyHjH0CZJCJAfEJFBCQwpIiuVUquAh5RS/w18ADgPWKSUKsFQA24z40itc15rKgF3iEhefjM57LDD+Ofzz7Pk8MPZeutVNJ7tFUL2VQHo7MukPd1YnzZRjuZUY/CMsebPQAHogGa69BaRcMV1Kv+cyj23es+t+gsBIZXcprnm8oz3qAaVHrcJOuUl/1JmAfYoAvEZJwqx5jSvUY7+RJ9HDZjmXOmJNtHNpCJ2m+avDjRVf1hJPBzqPSspib8a0Jqz03QPBhFDWagcdTHPQwrumlLPLTuKWNVRTlTFueOOO/jYxz7Gxz72Md59910OHDhARUUFv/nNb2zyr6SkhLvvvpsZM2YwY8YMrr32Ws455xzi8TgLFy7k61//Ok1NTVx55ZXcfffdTJgwgQceeAAwFIKrVq1i6dKlaJrGjTfeyJw5cwgweBCRHqXUN4DPAr/KtT0BAgQIECCAF9kgAE8Dmsy6nz9DIHVPg1y6Y/QF+WIn5I+tw83OfW3dPLPpIF0x4ejaChZOKLf7BmprxxBlAIa+25orBeBwe/3TIZ9szUP8G/AQ8DJGRuDzRWSTUuo04B/ADGBbrowbCNLtm0mTJhHr6UEpRcnm7TQmEWp9Jf3S9WVI8qUbq/zG9j7m4fnj6J0ATJwrDNLPIP/83X+tupfQs+qaT93rNuxH/rkIRBE0EYPMi+vJZF/GKkDF/JJDJlnmdv9VTgLP6eJrF0lyAXa68VpFnOSd2ebr4pvqmNSmXMSgqz3JNVmZisVO13wWCWhdO/+dhylCuK9mC/c0TOWpvSF27NjONddcw/e//31KS0vxoqSkhHvuuYeFCxfabR/96Ef56Ec/6ho3ZswY/vrXvyZdr2kay5cvZ/ny5Ul9uUABfY58myAJSFZRQHunX+j6xR9zbcKwRrA+6RG8v9JjJK7PgAlAEZmRDUMKFQcPHvT94jfckC92Qv7YOlzs3H6ok1+9vYfnNjcSN38n/cXKPVSXhlk8sZyPLplIUcfAbG3fWm/XS6bUDNTktOjrumo5IgCHy+ufCfLJ1sGAUuqUvowXkef7MHYHcKZP+3Mks1HO/pR9wwXp9s2MGYmvDiWbtpMckSQdsefsV+4mlaIv1TXuCzNoT0ceJrcd3dDOjooSnzH+5xGglEQSD6f6z0n8+SkB+9bupyAUx72MoHlKxyTo6BPpl1ACajR0l1BR1O3fLymuN92BlU306Q41n0Mp6CTheokDmBkZqPzrLuUfSQSgofjrMewUSSIYGyYeTUXjDoqUcPu47byxu50V+/YDsG7dOhYtWkRRUZFrR3z0ox91kX/5jgL6HBmN4Rm1VSk17JKA5CMKaO/0C+Gl8+mp35trM4YtgvVJj+D9lR4jcX2yoQBEKXUtRsarD4rIAaXU6cDVwDdF5IVs3GOkornZ6zE9PJEvdkL+2JprO3UR/rL+APe/Uk9XPPkX2IPtMZ7bcogXth7i/ZNDXD1xEsXh/nlCtm3ebtfLZk/rt82ZoK/rmisFYK5f/74gn2wdJDxHZmp2ZY7Lj9SKg4x0+2bChAmUlpbS3t5OyaY6QEFnJxRb78deSDaXS67Zb59nSvxZfQMh/8z2pC7jngsOdvC4rwIQnzZD+VdOwv03hFsFaBF5Tndgb58f+eclAf1cgW0VoAhKBOJikH4DUP+hKw72FEO42VYBul1/MQkzt7JOpSAF3deZSjsd4z8/d18PwWcpCMV2800e41L/+RKDjn7zfspWAXZhZBAWl0vxwbELQH8cBIpEeGz+PmYcHEvDvv3MmDEjifwD+MMf/sCFF16YN5lae0MBfY58hCAJSFZRQHunXwjNn0HPU//MtRnDFsH6pEfw/kqPkbg+AyYAlVLXYSQC+TPQYTY3YGRDfEYpda6I/Hmg9xmpGIwvds2dMV7d3sTSyRWMLUv+Utkf5NMX0HyxNZd2igj/++IO/rT+gN1WEQ3xL/PGMrokzItbD7HlYAftPTpxgb/Vx1n927XcffYsaqv6nu/HIgC1kijFk8Zn7efwQ1/X1RkDUB/CGID5sk8hv2wdJFyWawPyEen2jVKK6dOns2bNGva9sQIWng6HmqF+hZmsA9KqAFUv/a7r+9OX7hqfsUnDjbEdYYtW87s+eb4wQjEJ91+LBEzO8OuN/QchETTldgn2EoT+5J8nG7AIOGL/uUi/uPK46aYh/0yFXFjprvZkcs/p/ivJfU43XEsN6FACKlGIrjlcgx39kiALnYSf8hB+4iAUe3cLNhWKVpxBlytwCPREXEBrrnBPh2u+97rKmTxlKqPHjKWsrMxnX8G+fft4991302YLzicUyudI4BmVfRTK3ukvZAj/eJ2PCNYnPYL3V3qMxPXJhgLw08C3ReQ6q0FE1iiljgR+DdyJQQ4G8MHcuXOzPufXnq/j1e3NzB5Twv3L5mVlzsGwc7CQL7bm0s6/bTzoIv8+OKeaz7yvlpKI8ZA7f9F4umM6j6xq4JFVDcR0YU9LN9c8uYGrTqjljNnVGd9L7+6hY5uRp6Bs5lSUNij5FGz0dV1zpQDMl30K+WXrYEBEfpprG/IRve2bGTNmsGbNGjo6OmCNGSd02w6YYamEeyPhVHKzkxhMUgkmDcysTzBlY475ktyN/du/sXSapzPVPQ2EgWga99+0ij/ljeeXOlmIl/yzSUYRlOiouA5xHISfctf9EnWkKEujhxyqQWcsQL/iiQUoevIYZxZhi9BLSfrpJlmnJan9JInk89RTuAVbKkLl6ncoGK3MwtJpEJoCS1/4hmv+/bEISilf8i8WixEOG1/PDxw4kNSfryj0z5EA/Uewd9Kj69uP5NqEYY1gfdIjeH+lx0hcn2z8Jj4NI1C5CyIiwCPAoizcY8Ri7dq1WZ2vO6bz6nZDqrrpQAf72rqzMm+27RxM5IutubKzrTvOj17fZZ/feMpUbjxlmk3+WSgKa1xyVA0PnD+PSaXGb72t3XHufa6On761G+Mt3jva63Yi8TgAZbOnZumnSI2+rmuoNDcEYL7sU8gvWwcbSqkaz3mtUmpUjswZ1uht31iBlcvKykDTYOli2H8IXLo25Slmu2jucUqZykHHGOU3j5aipOlTKnk+lWqs+/z2N7Y5zkM+1yTaitCIolFEiDAaYTRCaIQImUfN/Ge1Wmch+8w5MuQ5Tx7pviaE4cqaROrZ5B2uNhVXBknYCwH4Rkd1GhIvjXrQb4xoJkmoufutdtE8ZKJRrJ9JXG2m6655nXL0JeaySsgsGsqqSxh0q0TMUgR6FPRis4RAhzdOvd1FbI5VPb7viZaWFlavXm0Tf2PGjEn7HsonjOTPEaXUw0qpRY56uhL8QamPGMl7JxsovvkTuTZhWCNYn/QI3l/pMRLXJxsKwN3AYuBJn77DgCADVhpkSqJkio373cu9pqGNU2cO3A0423YOJvLF1lzY2dET57//toVDnTEATpkxig/OSf8LxtRRxXx2UYS/Hyjj2c2NgJEkpKUrxpXH1xLW/JQ0Cbji/80a3Ph/0Pd11RwuwENJAObLPoX8snWwoJRaCvwMI1Pvvzi6LgSWK6UeAa4WkUM5MG9Yord9M2PGDEKhEGOOWIz+gVNpuPZTJKvk0j1fenMBdo7pbZ5M7+O9JNXPaLRrAu6/taYeX4yRACSh/hOHCtAvGYhX4Zc6I7B/AhGHElCMPqXHE8q/JPWflxBMce4pkkTkaaRMAJKK+LPVft5kIH7tjjbHuaHcs8YlVIKWks/OMOx09bVj/eFQBlptTmWg1W/9zBa5qEC6ERVKEIACR4ZaGa91s1ePWBuJzs5ONm3ahK7rbNu2jVGjRrFo0cj5G/oI/xw5GfihWT+F1G90eukL4IMRvncGDm3kuShmFcH6pEXw/kqPkbg+2SAAHwTuUkrpGC6/OzAyYH0E+DyJD8QAPhg1alRW53uvwZ1szCAARw943mzbOZjIF1uH2s64Lnzxb1tYtbsVgNKIxuXHTMro2kljR3Pb4knMGVfKA68a7rxPrdlPS1ecW0+bhmbH7EpG2yYHATgECsC+rqvbBXjoYgDmyz6F/LJ1MKCUmomhdD8E/NLT/SRQC3wSWKqUOk5EWofWwuGJ3vbNzJkzUUoR3bufqnfX06BM0iUlHF/ClP1fL2OzMcanXzn7U1+7clwV/s4WydcVAyWW+69AWPm7/Hrddr1tfu6/XjLQzw1Yie5Q/5Eg91IRgd6xKco41e1L6rli6Dnj6vm5BJvEnX2NTf45XITtTMA6IspQ9AmISQQqh8swTiLQz+1XFzOzr9VmEXveNtykpSM2oHE03IHH7XjH/NmMeTWBG8t2cGvLTHuPRaNRxowZw759+6iqqqK2tpYVK1ZwzDHHpNlj+YOR/DnijPsnItNzaMqIxEjeO9lAfNX6XJswrBGsT3oE76/0GInrM2AXYBG5D7gf+BKwDiPdfT3wPeBx4LaB3mMko6KiIqvzbfAoAF/Z3kRcHzhznW07BxP5YutQ2/n3TQd5e5fBS5QVhbjnnNnUVEZ7ucqAZev5i8Zz/clTiZiqv39sbuQvGw6mvbZtU51dH+wMwND3dXURgO0daUZmF/myTyG/bB0kfB5oBI4SkZ87O0Rkk4hcDxwL1AA35cC+YYne9k1FRQXV1UY80dKNWwwyRTnde5WnpHLf9Rvv4yacictv2mv6WkJsGF2Rss/bFkEjarn/KsuF1+2im3ACTvT6tSVchxNuv95+7wib7LMLyWRgKqIvniD1nEd0xWhivoo+v/iBya66bkVgIguwljSfW3GYcBFWpnuvrUT0uAuLrhkxAl3uvwZhaNmRGJNwBTbarbrVHkbpYUQPoyyX4HgJo/buQMWLDRIwbqgOzwgf4r7SLYw33YGVUkyZMoVZU6dw4sxJ7N/bwBe/+EXeeuutTN5uwx7B50iA/iLYO+kR37gj1yYMawTrkx7B+ys9RuL6DJgABBCRGzCy/n4S4xelTwKLReQTIjJ0kpo8xI4d2X0o7W9zx5XZ09LNM5vSEzSZINt2DibyxdahtDOuCw+/tds+v/OMGcwf75950A9OW8+ZO4bb3z/dPv/pm7to746nvNbtAjwl43v2F31d11wlAcmXfQr5Zesg4QzguyKyP9UAEVkDfAu4YKiMGu7IZN/MmjULgFBbO0W7GjAy6mZK+PmQfs7iG6evl7mT4gb2TvKlIw8v3LDL3SbeaxPXR+wSIuwi7rQkQk/zafeLAOiM/6fhpQPNuituHm5Fn0UC9uLmmyDocBF56IoN8bIU490knjja7es9ykFx2moRfc54gCbZp3zuoZKIQ82+l00suuL+aTYJ6IoX6CD8lFWPh0iQgCGUKzZgERuPXAZ6MSpeYo431vn00CF+X7KaB6Lr+UpkCw9GNvDehB0coXXQE9eZVzOOL3zhC7zyyiu9v+GGOYLPkQD9RbB30qPogjNzbcKwRrA+6RG8v9JjJK5PvwhApdQWpdTXlFInWG0isl1E/k9E7jGP72XPzACZorEjObC0lRQkQOHi9R3N7DPJ4aNrKzhy8sD+mnHS9FGcOK0KgIMdMX79TkPKsRYBGK0ZR7isdED3HQyEykrserxt6BSAAfIKE4GNGYxbCczodVQAGxYB2N3djfrcl+GsZfD179E72dcXkjAD4m9AxSTxUhKOobRjFCFKCVFMiCISyT/CXo2eJKsCnSSfO/WHH9XnTQESQpOQoZCzk3o41H8W6edKAoLZh4fMS3MOvmSePyHoJfgcxS9BiWucHznoRzY672MRiJ5zR39SchBXcRN/NhEYNwlA6ygaRnKQEogXm33GOmoCR9PK2TRytLQSFfiSbONjegOrt++iIhLmE5/4BF/5ylf6/0YLECBAgAABAgSg/zEA7wTOA/6qlGoBnsJw931GRPxTmwXwxdSp2Y2J1thhJHeYVFnE7uZuBLKSCTjbdg4m8sXWobTzj+sSwqXzFo7r8/V+tl5x7GRe29FMTBd+s3ovH5w7hpoKt0tx94FD9BxsAqB8CNx/U9maDqFSBwHYPnQKwHzZp5Bftg4SWoBRGYyrxPi1PgCZ7RuLABQRun72K6MxHIYbrkkMUkmVzCCYAdvMa3vL9ZF8cd/uhyRd9qs50/D/W2siNIfC2DglJBKAWElAXDH+lFc76E3w4Z/sw60z9CYSETQdsJN/4Cb8vHVXMhB8YvYlqwXn6O29kH6ADspK5OEh/8RS74m7f9XO/SyZMBZE0dYZ55HV63m9fjdt3T1URYv411lT+OCMyYbCUXRW7WlkybjRWMlBRNeSkoKI6I7YgVbSEM0dH9ATM1DMRCLiSBCirDUzx8x57S8QL3LEMNRA70TpMSPAuG7ez1yLsA7XxutpVorvrD9IY2sb3/jGN1BKcccdd/RxXw4PBJ8jAfqLYO+kR/ev/5ZrE4Y1gvVJj+D9lR4jcX36pQAUkZ+LyAXAWOBKoAj4ObBPKfVLpdS/K6Uy9y8sYDQ3Z0+d19ETpzOmAzCurIgxpREA9rYOnADMpp2DjXyxdajs3NnUxes7jHuNK4tw1OTKPs/hZ+vkqqhNJnbHhe+/Up80pnX9Vrs+FPH/oO/rGnYpAIcuaXm+7FPIL1sHCW8C/57BuI8A7wyyLXmDTPaNRQAWFRURKjUVwtvrMVyBUyjueo3tZxblUfylmq9P8/eiBFTu2H7zG1tSjzWLQqMEjaip+rMUgF7lntMl2FbxidsR2Bv/L5WjsKX+03TNQ/pZZB8e1Z8/gaecSsAUYxqlqBflXypFn3kPn7YfvvYOR3znYf7n2de47S8vcsGjTxNWGl846Vi++4FTueGYJaxqOMhZv/oT/7dqA8tfWc0RP/s9P1y1Eafrr7/aL1EXx7kdDzBu1uPmPI6j0jWU0x3YVAA2TpgNcTMuYNyIC0i8DOJR4/o4xlrGEiUcg8937mBm1MhgGQqFWL16NS+//HKv76vhiOBzJEB/Eeyd9AjNG5rv1/mKYH3SI3h/pcdIXJ9+EYAWRKRTRJ4UkcuACcD5wH7g6xhk4O+VUpdlwc4Ri0OHDmVtLkv9BzCqJMy48ojd3h3XBzR3Nu0cbOSLrUNl55Nr9tlakw8vGEtI66uqJbWtFx850SaaX93ezMt17nHNaxJekxULZvX5vv1BX9c1VOpMAjJ0CsB82aeQX7YOEh4A/kUp9Tm/TqWUppS6Efg34AdDatkwRib7ZuLEiZSWlqKUYtriw2HbOlj9VhKRlkTkiYfsE+vYD+LOe02mRKHfteIg9yTEEfsOZTBPiCghigjZ8f/CHvrO6dzrJPs05XTsTbgB9/ZPwxP7z1b/kez6m2H8P6fbrzMJyD4VSans6438S6jzEuerdu3jU4//BYDPP/sSO5vb+NPHzufSwxdQW17JqGgxs6pGcduxR/HXCz7EL9du5vYX3wTgU8+8wqq9jeb9nfNqjmOi3Rk3UNnEoYbTBViSXIBNcjCeaNs3dS5iuQTHI2aJGkRgrARiYYP4M0lAMUnASAxeKW3mhDFVvH/6VFqbDvHtb387qyTgs88+y/HHH8+SJUs477zz2LNnD+vXr+cDH/gAixYt4vjjj+fJJ58EQNd17rjjDhYuXMjixYv53ve+l/F9CulzRCl1rVLqTaXUGPP8dKXU75RSJ+fatnxEIe2d/iC0eE6uTRjWCNYnPYL3V3qMxPXpFwGolPq4UqrG2SYicRF5VkSuEZGpwKnAaoKMiGmhVN/JmFRwxv+rLokwvqzIPvcmB+krsmnnYCNfbB0KO9u64/x1wwEAoiHFv8wd2695UtlaVhTi08dNts8ffHWni2xueW+TXa9YODQfwH1dV2cSkNgQZgHOl30K+WXrYEBEnsDIbP8VpdR7Sql7lVKfVkr9P6XUV4G1wH3AL0Xk4VzaOpyQyb5RSnHMMccw8fBFhBcsIFQxCjQH+acc5F4m6r6+kHdpiT2v46wP0edHNip3Paa51X4WMWiN0Sz1nxgJQBLqP82RCCRFRD9xRwBM1gn6UX+JyILKUvD5xfOLO49OJSCkTBTiuF456pp4+y1yzTNPrzECjbJkwkTuOfM0ew/9/J21LH/xDRdxZyUG+err7/DM9l322HvedxRLqsekVAC6CUE/UtCt+sNU/RmEn9VmkH6ih2wiUOuJG8rAeIIEFIsEjBWbJQI9QA+obqAb6IJwF/wz3sRJolPS0Umku5vly5fz0ksv9fr+6g0HDhzgs5/9LD/60Y9YtWoV8+fP52tf+xrXXXcdy5Yt49133+XRRx/llltuoaGhgUcffZSVK1eyYsUKXnjhBX784x/z5ptvZnSvQvkcUUpdB3wTaACsLxUNGMkSn1FKnZ0j0/IWhbJ3+o1YrPcxhYxgfdIieH+lx0hcn/4qAB8G6pVSa5RS31FKnaeUqnIOEJE3RORzIrJw4GaOXMyfPz9rczW2exWACQJw3wDdgLNp52AjX2wdCjv/suEA7T0GIXfGYdVUFvcv7Gc6W0+dOYojJpUDsLulmyfe22f3tbxnKgA1jYp5M/t1776ir+uqQiG0EiN24VAmAcmXfQr5ZetgQUSuBv4Tg8W5Gfg+Bil4I0akr8+IyCdyZuAwRKb7prq6mj2r36Vi1TuUbthIUpKPbJF66RSFfm1ONZ8fGah6t+3eo49McT9jzjAhyk0FoFP9F8ZL+jlVgJrnLHXKD82nhCzXX1/1Hx7yD5Li/9l1MiLsju7yxgDEcy0Zk3/WuAsXLmDpxAn2Hrr9Hy+y/KU3XGOXv7qC2198zR4zs7KCm5cs9hB96RSAFqmnHOSeY4y3L4kITJCBRz/+qF0nFkZiYYPwi0UgVmQQgD3F0BOBHmWTf3QCbRDugDu2MnusfQAA8OhJREFU1fHBgwc50NREbWkp11xzDXfddVdG77FU+MMf/sCZZ57JokWLjHW8/XY+9alP0dLSwsc//nEApk2bxqRJk9i0aRNPPfUUl19+OdFolKqqKpYtW8bTTz+d0b0K6HPk08C3ReRDItIOdpb4I4EnMeKoB+gDCmjv9AudX/95rk0Y1gjWJz2C91d6jMT16S8BeAXwkHn9VcDvgP1KqdeVUvcopc5UShWnnSEAAOvXr8/aXE4F4OiSCOPKIvb53gEmAsmmnYONfLF1sO2M68KTDjKuP8k/LKSzVSnFp4+bbMe9/+XKPTR29KD3xOwYgGWzprhcbQcT/VnXsJkIZChdgPNln0J+2TqYEJGHRWQeMBV4H3AsMFlE5onIg7m1bvgh031z2GGH2fWytevJ2N3Wrz2dC7BkMCYtMeggA5VH1eej7gONG1e8k/YeYTTK0ShSCQWgUwUYQjOVfj7/VDLZ55/316kaNI7oVtZfHJl/UygAU7kAx51uvLiO4qiviJSmJ/vM81QuwaInitX+4Bsr+d45H+Tu00+1987t/3yR5a8YSsDlr77F7S++avfdc/xxfGrBfP5ct8ueQ5KUf5qD5HQTgqIrJCUJ6CD+HPEBlaNtxYf/A2Iho9hEYMh0/Y1ATxH0lEB3GXRFoFODdqDNLF0Q0uGG+nou3LuXV9atY+vWrXzrW9/iS1/6UkbvMz+sX78eTdNYtmwZxx57LNdddx2VlZW8+OKLVFRUAPDb3/6W3bt3c/jhh7N161amTUvE06qtrWX37t0Z36tAMA34h7dRRAR4BFg05BblOQpo7/QL0Ws/lmsThjWC9UmP4P2VHiNxffpFAIrI/4nIFeYvQuMxMgJ/C8N54Xrgr0CjUurZVDGTAhiIx7OXMNIZA7C61K0A3Ns6MBfgbNo52MgXWwfbztd3NLO7xSB+l06uYProkl6uSI3ebJ01ppSz544BoL1H52cr9tC2qQ69y7h/xYLZ/b53X9GfdbUyAQ9lEpB82aeQX7YOBUSkXkReE5E3RSSz334LEJnumzlzEuEBil57Ax78IXz0YnjbQ555CTnxaU+nyHO6CWdCJvZbTZggBItjOr5EoVk0QpRgxP+zlX+STNildANOo/xL9U+J5lb86Y7iVPd53X9dxenGmyADJe5oN+sxvCRhMvnndht2F+UoFln3TsNejqup5fbjT+CeUx0k4AsvMfq73+f2lxIx8u45/nhuO3IpH505m99v224Te8ok+px2i5MQdCj8lGO8kQjEowp0KP9U3EgUklAAasQiUePcJAFVTwgVC0NPGOkJI90RpCsCXVHoKEeai5GWMHQZOlgr+bAGXL1zJzMOHLB/vsceeyxjd+D9+/dz77330tbWBkBrayuvvPIK999/P6+++ipTp07lhhtuAGD79u1ceuml3HvvvTzyyCNUVlailCISSfxxWdM0wuHMPAsK6HNkN7A4Rd9hGNRugD6ggPZOv6CKo7k2YVgjWJ/0CN5f6TES16e/CkAbIrJfRJ4SkZtF5ESgCvg4UAecBny5v3MrpWqUUk8rpVqVUpuUUhdncM1spVS7UurM/t53KFFZ2feMrKmwz6HyG1MaYbzTBXiACsBs2jnYyBdbB9vOP67bb9cHov6DzGy99KgaSiKafe8tb6yx+yoWHpbqsqyjP+saKht6BWC+7FPIL1sDDB9kum9qa2spLjYUwj0vvQxX/j949FH4y19TkE9mkTR9vZVU1w5kTp/yXnV16v44hOJQFIewWUJxQ+mlxc2iG0XFMyt46qTs9yj87EKi3UsKelWCljuwWVcpSLwxsbib/EuhKPRVAKYoIaUZRKauuO3Y93HPyQkS8FBXl12/5/j3cesRRyO6YmxRKYe6upNsMMhFgwhULoWfcRR7vNFmk3sWIRh3EILxhPpP4iGIGaRf9ZbtCQVgj0kEdhtFdYVQnWFUexiaI9BahIqVoChGML7HKbOAQR3/va2NU8vKmDh+PKctWsQ3vvENnn/++bTvs/3793PTTTfx97//nc997nO0tbUxduxYzjjjDGpqatA0jQsvvJA1a9bw3HPPcdZZZ7F06VJeeOEFjjjiCACmTJlCXV2dPWd9fT3Tp09Pe18LBfQ58iBwh1LqDqXUYUqpYvP3mSuBzwO/yrF9eYcC2jv9QnzNllybMKwRrE96BO+v9BiJ6zNgAhDA/HD7oFLqG8AK4GcYwW5fAL4wgKkfwfjOczLwJeBHSqnj09ihgB8B/Zc6DTFGjx6dtbn2OuL8jS8vcrsADzAGYDbtHGzki62Daee+tm7eqG8GYGxZhGNqB/bwysTW6tIIH11ixGTSBV7/xyq7r3IICcD+rKutAOzoRPSBZczOFPmyTyG/bA0wfJDpvgmFQsyaZWQJrxbH++/lVwyFWG+lD8TRkBQHWbayepwPyWaUIl1RqhvHsK4I6QrNpyjH0UjckSjWXMpz9La7CL6kI24lYG/uv14SMKm428d1xzNaN5VyPp/iSCwiuuK2Y97HqKhb5TGqKMptRxxjk3xt3TFKQ2Hwuv6aZJ4y1YAuN19rDV1KP+s80aasekyzi4qZY2Ia49dvM4i/Hg16LPJPg64QtIehzTx2m1mCpQgoRlEMRLHoPycJ+ExbG7eHQtQ3NDBKKR566CGee+453/fY/v37ufnmm9m5cycAjY2NtLe3c/bZZ/OPf/yDxsZGAH7/+99z/PHHc9VVV/HAAw9w7bXXEnWs67Jly3j44YeJxWLs3buXxx9/nHPPPTej93mhfI6IyH3A/Ri/t6zDcOKux4gZ+zhwW+6sy08Uyt7pL+KrNuTahGGNYH3SI3h/pcdIXJ9+E4BKqYVKqRuUUn8BDgJ/As4FngPOB8aIyKkicnc/518KnABcJiIrReRnGB+cl6e57NMkvh/lBZx/SR0oGkw339KIRnlRiFHFYSIhYzn2DTALcDbtHGzki62DaedfNxxEF6N+9pwxhLSBvS0ytfX8ReMZX24Qz/ENib+4VSwcOhfg/qxruCzxN4N4x9CoAPNln0J+2Rpg+KAv+8aKAxiNRolefQ289Bo88hsyUtqJp7j6JbM5+lriQnLyDJJcaj++YX3KOYp1KNch4lT/xRPqP0u1p3lUfMoxh1fZ57TDeS5mSbZVOX4mi9yjF/dfT78rIQhJJOG64qgPeZjiPMMyuriEusYm+3z5a6+6lH8Ah7q7WL7iTdN1V/HMzp0cO2aCTRq67h33scdej2TyT7kUf856gvQjliAE1511GvRoSI9mEH+dGtIRMom/EHSGoCcMEgasUoRB/pWYdfdX9hDw2d27WbZ/P/GGBlr27eOXv/wlX/7yl4nH46xatYpnn32W559/nptuuon6+noAJk6cyNe+9jXGjRvHsccey7XXXss555zDMcccw5o1a7jiiivYs2cPN910E0cddZRdXnvtNS688EJmz57N0qVL+cAHPsC1117rcuFPh0L6HBGRG4BZwKcwVH+fBBaLyCdEpCvtxQGSUEh7pz8o+liQWDodgvVJj+D9lR4jcX36lRJUKVUP1AAtGITfTcBfRGRz9kzjZGC1iDQ42l7AyLjoZ1Mtxl/bTsH4i1tatLS0oGmJL1PRaNT1V858gy5iZ/odV15kp6weV1bEruauAWcBDpA/0EX483ojPpACPjhnzJDdOxrWuOzoSdz77FYm7N4BQKR6FNEJY4fMhv7AmaAk3tZBuKw0h9YECFB4sAhAKSmh8ujj2HfUsUaHLvTt73qe8ZLFvwlKP6/RHXUHIhjUTgTjy1hSnmExjqqXAqA8c/v+1OI4utR/KnGekfuv0S9xZbv8im4p5TxjdNOSFGSf5farzGQfSheP0s9JLiaUf59efDQ/eHsF/3Pi6dz72ivc/vJz9o85qijKoW6DY7n99ZchDrcdfjQ/37SBR07+gKHqEw10HdE1lOimGlC329E1MNtF1w3XYF0H0VB6YrxxxKjHHW32WkqCaO3WUDGMDL/dCtWtjEy/Pq+asYutV9jaER3mxYl4RBpwzc6d9CjFm+3tPPnWW3R1dfHHP/6R8vLypC0wceJEvv71rzN+/Hi77aMf/Sgf/ehHXeMOOGIMerF8+XKWL1+esj+AARGpA36cazsCBAgQIEAAJ/pFAAKTzOMG4C3gzSyTfwDTMeIIOrELI+mIH74PfEdE1lvkVzosWrSI9vZEHN7LLruMq6++mpqaGjZvNn6UCRMmICLs3bsXMH5Bqa+vp6Ojg+LiYqZMmcLGjRsBGD9+PJqmsWfPHgBmzZrFnj17aGtrIxqNMn36dDuLzNixYykqKmLXrl309PTQ0dHBvn37aG1tJRKJMHv2bNauXQtAdXU1JSUlttvG9OnTOXjwIM3NzYRCIebOncvatWs51KXTY0q+yqSbNWvWMHXqVKoiwi6MxAxt3XHqt24iHo9TWVnJ6NGjbVa7traW9vZ2Dh48CMCCBQvYsGEDsViMiooKxo0bx5o1Rky3SZMm0dXVZX9BnDdvHlu2bKG7u5uysjImTJjAli2G+qumpoZYLMa+fUY22jlz5rB9+3Y6OzspKSlh8uTJbNq0yV5vgIYGg/OdPXs2O3futNd76tSpbNhgyLjHjRtHOBy2s8/NnDmThoYGO7C1ruusW2fwwGPGjCEajbJr1y4AZsyYwf79+2lpaSEcDjNnzhz7Z6uurqa0tNT+S/m0adNobGxMWm8RYdSoUVRWVrJ9+3bAiI3T0tLCoUOHUEoxf/581q9fb693dXU127ZtA2Dy5MmUlpba950/fz6bNm2ip6eH8vJyxo0bx9atW+317u7uZv9+I6bf3Llz2bZtG11dXZSVlTFx4kR7z06cOJH1+ztoMAnfIyeV07avnjU7jPWura117VmllL3es2bNYvfu3bS3txONRpk2bZq93mVlZTQ2NrrWe+/evbS2tlJUVMTMmTPt9V5QXc28joOUtBuvhSyYw86dO2lubk5a79GjR1NeXs6OHQZZOHXqVJqammhqakLTNObNm8e6devQdZ2qqiqqqqpc693a2mq7Lll7tqenh/r6+qT17uzs9N2z5eXl4AgQfHB3A2Glu/ZsXV0dXV1dlJaWZu0ZMX78eOrq6np9Rlh7dqDPCGvPVlRUuNa7ubk55Z61nhE9PT00NzenfUaMHTvWtWdz8YyYPHkyAYYPamtrMx47d+5campq2L17NxXvvM2+f7/I7LE+zzMlAn3G9Ie46/X6dLaIeY3it1NnO/kax4TK1niFJUH+OUnAJLJPUpB/jmmNdp+1Ek/djEGYpAZMcv8lWfnnUPc5s/2KFQPQFRdQMbs1llLppxxEn3IQhzZBKF7XYEAU75s4lS+//E9uff4Z7nvLkfDjuFO5bclxLF/5Kre/YcTEu/2tl9lwqJE5FaOpCEVNkg7znubPIIbt9s8gJEhBPZkUTBB9PiSg2SZxUHEdYhqz/vQ60qmhuoEOBT06Ik7HXuerphzkn7eEMBlE+2fWgBvr6zmnspIuUwW5bds2FixY4PpDN8CFF17oIv+GEn15HuQblFIPA/eJyLtmPR1ERC4dCrtGCkby3skGup9ISjodwIFgfdIjeH+lx0hcH2Vkpe/jRUpNBT5oljOASgw34L9juAL/VUT2DMgwpX4IlInIRY62M8y5Q56xFwG3A0tFpEcpJcBZIvJ377zPPPNMJdA0c+bMYaEA3LNnDxMnThzwPGv3tnHtUwZZ86/zx3LNiVMA+Oo/6/jbRuMX9gfPn8eM6v6FR8yWnUOBfLF1sOx86I1d/GqVQZBcf/JUzpk7cAVgX2195pu/oufe7wCw9vz/4LrvXUsmxHw20J91ffem5dT//CkATnjmp0MSszBf9inkj62W2xtQdcYZZzTn2p5cwfqcW7JkCaFQqNfxg4W+7Jt4PM6yZcvo6Oige/wEVv/m6eRBAyHyxHuS4fOoL/f0GfvBXXX8ZdK0pHEhjL+kTgFGAxVAGVAKlAgUgx39zSqWQ2iRGKrBIrNESJxHJHFulbCrXQgLEOuBnhjEYhA3j3Y9bhzj8TRFB92s67p9FF1HWW1mqYsqprV2u9oSRRLXSXK7obrznhv1W57/C19dkch+e8+xp3HbEe+zr1++6hVuf+sFu/+uxcfzhQXHgOiIOZ/SxTG/uOZHF1P9Jx6bxF2Pm2PjukH4xa26QEyHHp26ExYx9Y+rjHvGzXuiI+gov+wwSceYeewhQQB2uTZdNzBj7FgOtLQwZ84ciooSieAsjBs3jp/97Gc5eS7k8nNksD8blFJbgUtE5AWl1DbSPzlERGZm24ZMMVw+H/qCfPkO4ocP/GjloN/jluceJvb31wb1Hmfvebn3Qf1AsD65Rz6/v4YC+bI+ffmc65cCUES2Az8EfqiUCgHHY5CBHwD+DyMfx2rgL8CfRaQ/1Hsz4PUbLAYOORuUUmOAbwDniUjGge4qKiqGxQffwYMHs7KpnEk+Jjiy/zozAe9t7e43AZgtO4cC+WLrYNn5yvYmwPj19vgplVmZs6+2jt2ykd1m/e2xU3izvoVjsmRLb+jPuoacMQCHKBNwvuxTyC9bAwwf9GXfhEIh5syZw6pVqyja20D1ww/RfmA/nfX18JX7wPsHuv664wJZJ//SjDv6QAN/mTgtaUwJxheaCBASH/df00rNo/qzYCkC8falskUSBxGMGIFOvsnpDpzk+uvsS1bpuRR9cUxXXrMtDg3FIaY1+ysArRiNTiWg7/yC697L33jBRf6dPmkaF8863LDRdBs+a+J0fjdmA28cMP4gduc7rxIRjdvmLjXu6XT31XXHPRJHl/rPeXTGTzRVf0YiECBm1nt06NSgBxoOn8nUJ1YnvUipd2KSvtPTZv0BuwdLYvpOeTkTp05lXDxOOOz/9X7fvn28++67LFmyJOWdBwsj+XNERGY46tNzaMqIxEjeO9lA+Kj5g05w5TOC9UmPdb96irfv/cmg3iOfCdKR+PzprwuwDRGJAy+Z5U6l1GiMZCC3Y8QGvAnju21fsRsjDqATk4HtnrbDgQnAcx6F0R+VUk+IyH/04955h4PtCe5zTGnEt+4cE2BkYndLF9saDQJr7rhSRjte/6HEodffASAWjrB30hQeXrGbo2srhkwF2FeESx0EYFt7mpEBAgQYLJSVldl19fmb6TRdyMunTqf1qutTXzhAlV6/x/U2xkpKkuQCDKViqP2sdA9O91/L1dcmAfF3AYbk2H8p7XKSnyIeYg+HCzA+rr8OUi7uOHde4yDOlLffJNbEQegpDxEourhIQNe5hwBc1bCb21/+m/2j3X3M+zlxwhRuf/0fNHV3gkBcdOZVVPPz9/0rv92xns+tehGA21e/zDnjprGkcoyL6EvEGvQSfo4xcUfcQMv1N64n1ixGIvFHt24m+zBcgNEVCs3cEjoqKQef19U3Vbtf6QZ09kciKKWSyD8Roa2tzY4JmC6+X4DsQClVBPw7cBzGW70BeFFE/pRTwwIECBAgQMFjwAQggFJqPHCioxyJ4Y3SCjzfz2mfAf5HKVUtIgfNtvdjuBk78Tow39O2FiMj8F/7ee8hw4IFC7IyT0tX4jeMyuIE3zq6JPESH+qM9Xv+bNk5FMgXWwfDzlfrmuz6+6ZVZW3evtjauWcfHXVG7LpD02cQD0dYv6+dN+qbOXZK9mxKhf6sa6h06BWA+bJPIb9sDTB80Jd988ILL/Dyy4m/EFdUVNhERfl3vkp40RIOnfx+s9diszx/UOjVzddsy5jcS3GfpHul7vufuccY5JEtwVOAEEUZ8f+AEEJIVLIC0Cfmn9XmsspPJei1zxsDMG4k8SDuSN7hUrWp5GIn+yBR1z3XWIRePKHqO7YhlpL4c7aLmQBEmUlB3OSj2OrAJWMm8YNTz+NT/3yCu489k9sXn4TowsnjptquuU7X3tvnHo+Kw+3vvsiDR5zB4orxpttuIv4f9s/i+HnMn8NJBipbIWmRf+YxZir+ejSkS0d1akiPbr6SOsf+z9MIykH8WX3pNpSXDHS2WdSwRR13MrYn+Y+8IkJ9fT179+5l2rRpjB07ljFjhi4xmBOF8jmilKoB/gYsANoxPJrGAbcppV4HPuT4vSZABiiUvdNfdA6yeivfEaxPegTrkx4j8fnj/RNkRlBKLVRKfVIp9ROl1EYMtd5vgc8CncBXgJOAahH51/7cQ0RWAquAh5RSRyqlbgXOAx5USpUopWYrpcIi0i4i65zFnGKHiOzsz72HElaShYHCSQBWRBOk3ygnAdjRfwIwW3YOBfLF1sGw89XtCZf/46dmj2zri62HXl9t12tOPNKu/2zFHvoTc7Sv6M+6hhxZf2NDpADMl30K+WVrgMHDd7/7Xd7/foOEe+655zjllFM48sgjOeuss+ykNLquc8cdd7Bw4UK++tWv8r3vfa/XeePxOPfff7+rzUo+NXv2bCZMmMCU+78OPfFkRZqziHhUa55+3zafEif9feJgua6628VxrVGu2bTKTaiZ80Z0KIpDOA6huELTSZQ4KNNFV+lm3dGG2YazzaHkU3H3eapizelS9vkqAM2Qdfb9lVlPEIPOxCB2n1lWjgkbNvuqCpOJQHu+uGecg4j85Lxjefv8q7j98FMT15pkpvKOjytum3M8b5/+CT41dbFB4jnIT6NoporPWTSjL2aWHrOtR0GPgm6zdGpIh4I2DVrMY49B9imT9Hv7mjNN8s9J3GVaQj7F0o5GMJzJSzmyNcb47m7Tx9tAU1OTnaSqrq6OUCjEokWL/N+IfcBdd93FcccdZ5ejjz6a+fPnU1dXx9lnn83ChQs57bTTWL3a+D6g6zqPPPIICxcuZPHixRk9F/IY38Eg/M4BKkVkEobX/6XAIuDeHNqWlwi+g6RH9DP/nmsThjWC9UmPYH3SYyQ+f/qrAFxNwrllBXAfhmLvRRHJpnzm34CHgJcxMgKfLyKblFKnAf8AZgDbsni/IUcs1n9SzomWrsQ8ldGEAnBUcXYUgNmycyiQL7Zm28627jir97QCRhzI6aOLszZ3X2w9+PIKu374B45lZlMJWw52DJkKsD/rGnbGAGwdGgIwX/Yp5JetAQYHK1as4Pvf/z4TJkygubmZT33qU/zmN79h8eLF/O53v+OKK67gpZde4tFHH2XlypWsWLGCdevWcdlll9kEgRe6rrNz507++te/2lnOLRQVFTF16tREw74GylevpHXJ0Q51np86ykQm7rkD6vNTHyYrBSt6ul0uwAojyUcUS/1nUjzizvyrkRz/L0kRmEbl59cnznFOotIi/bwkoJMo8yPm/FyAk+IEQo+mPO3KQaCa53YWYPGMwycuoKEGXDJ6kj1eudx4HUdHXL8l5eMNktZS99mxB/FcZ2XyJaF4NN1/iRnKSRXDVv1JF6jOhCJQiY6gmck9DAVgd0UxJKn/dJ82L7wqQOVpT5QQGjftaOCWmbUGCagUVVVVjB8/3lYATpgwgX/+8582kd9f3Hnnndx55532+Q033MC8efO4+uqrueCCC7jiiiv485//zBVXXMFrr73Go48+SkdHBytWrKCzs5PTTz895XNhBOBs4GYR+YvVICIx4OdKqcnADcAnc2VcPiL4DpIeqqKs90EFjGB90iNYn/TY9fRzbDnlPwf1HkMdI7FfCkDgu8D5wBgROVZEbheRv2eZ/ENEdojImSJSIiLzROSPZvtzIqJEZFuK65RfBuDhiIqKiqzMk1oBmIgBNxAFYLbsHArki63ZtvPN+mZiuvEr3vFTq7Iaby9TW0WEfc+8AoCKhKk+bjEfX5oInPrb1XuzZlMq9Gddw44Pv9gQEYD5sk8hv2wNkH00Nzdz00032b/wb968mTFjxrB48WIAzj77bNauXcu2bdt46qmnuPzyy4lGo1RXV7Ns2TKefjqR0fe1117j//7v/7j11ls5//zz+a//+i8eeeSRjOyIHNhvEkJmSafi662/PyXe9/b1paNdbVocynWI6hDRIRQ3SkYKQI/6D2efU8nnrfsWN8HnvjaF6tFM8OFNlOEl/8Qk1yzCcHS7l9RLJgmTbHH2+7V7XJMzavMp4m2LeUqPhvQoo3QbhS4NOhW0KWjVoF1BlzleLPrWfRy9fq+jLSnVS4oSIr0K0FICJvJAv/9QD/dt2cl40x1YKUVtbS1HHHYYS8rKGNXVxR/+8AeeeeYZv7dYv/C3v/2NDRs28G//9m+8/fbbXHLJJYDxXGhpaWHDhg089dRT1NTUEI1GqaqqSnoujDA0Y8T888NGshR+qZAQfAdJj/iGulybMKwRrE96BOuTHiNxffqbBfia3sYopa4F/uJwyQ3gg7FjvYmO+4dmUwGogLKihAKwNKIR0RQ9utDU2f8kINmycyiQL7Zm285Xzey/AMdPrczq3Jna2rZhGx07jPy/1e87knB5GSeUCZMqo+xq7mLlrla2HuzodzbqbNrqhJsAbMumOSmRL/sU8svWANnHtddey3XXXUd1dTUAM2fOZP/+/axZs4YFCxbw2GOPAdDQ0MDWrVuZNm0aYOyb2tpaXnstkX3v5z//OevW9e9rQc+osQYJBKRW+1nKwAzi/aWKGdhLJt2+tL1UVZMgJDGonDIgKgknzpCpF9M8KkAlYjqR4sr4C+5YgDj7vLH+fOoiHrdhpwuwSxGYrNwzsvw6Y+F5lX/W3AkysKZZT0MAOhWBvSn/HKo9W9knZixCSVL8eY+JmIVGm/Ko/RJqRuvnt8hWZSb4MOP8dYOYCT5UDPMVsl5d3dxJToWfTs1LW8DTlvgbvPXieFWA6Tav8hytuuL9h2KcemgrK8tD7I+EGNvTzRGtrfzfxIm8HovRGYvxzW9+kzfeeIPbbrstzT16Rzwe53Of+xwPPPAA27Zto6amhqKiIrt/8uTJ7N69m61bt7piD3qfCyMMPwQ+qZR60kyU6MQngEdzYFNeI/gOkh6xV1b3PqiAEaxPegTrkx4jcX36qwB0QSn1faXU55RSpyilombz94H5SqlPZOMeIxVbt27NyjyWArA8GiKkJb4QKqWoMuMADkQBmC07hwL5Yms27Yzrwus7jPh/pRGNxTXlWZsbMrd1799esuvjzjoBAE0pli0cZ7f/7t3BVQH2Z11dMQBbhkYBmC/7FPLL1gDZxU9+8hOqqqo499xz7baqqip+8IMfcO2113LiiSeyevVqxo8fT0WFkek7EjGU51u3bkXTNFdW0jlz5tj16upqTjjhBC699FKqqvxDA4gILa2t1De30jrviAzUfh7yxxUX0Fm87T6qN+eYVCo/73g7PqBx7X/tXOO6VukQjZvqP1vxp9BMFaAyFYCaGUfPqf5zqgHdij2x4w964wF6i6RVBOIb/89FFOoqLfnnjAdoEW5rxmv2XGLb4CYYLdWgS2Foq/QS7a4Mw04FX1K783rj6Iz951T7SVwhVj2mjPh+ZhErzl+Xgg4FrQoOKlSrERfQqfQTs65wt4PGmv86Iakt+diXeIDOehh3TMAIIYo5uhXObmzl6NY2wsAn9+xh0v79/Pof/+Dll1/mvvvu47zzzvN933nR1NTEvffeS3Nzs6v9qaeeYtasWRx11FGu976FUChExMxOHI8nuDDvc2GEoRs4GlinlPpfpdStSqn/UUqtBD4ItCql7jLLl3Jran4g+A6SHtFL+xVuv2AQrE96BOuTHiNxfbL16fsacAFwE1CqlHoLeAnYCkzL0j0CpIEVA7DCEf/PwqjiMPvbejjUGUMXQcuia2iA4YH3GtpsEvjo2koioaxw+33Gvr8nYhiMO/NEu/6BOdX85K3dtHXHeXZzI/91zCRGl0T8psgJwhUOAnCIXIADBMgH/O1vf2PdunUcd9xxtLe3c+DAAY499li+/vWv87e//Q2A3bt38+ijjzJr1iymTJlCXV0dS5YsAaC+vp7p06fb833wgx/kiCOOYN68eYwdO9YOVTBt2jTuuuuupPtv3rKFpkOHjJNN62HuQjPJQYrPsSTRVCpVn9XuM1dSnD8zA23aeznHeNSJeuJUCY7svxASMakdhRInlaRQYh7NebzqP2XXE2OS7ErV5lL/qYSqz9c9WNnEnp3d14/8cxGBDiWgJPqUSfZ5YwAmkoZYSr5EXTnIRdElMVYw5wMv8Wu1K0sx6FX42XVxEZq2e3XMUv2BdCtUJ9AFxDQE3Xwt3Io/Zb/QlsLPsxc8SsH0Rzx163rdc+7dl0ZbYucoDD6qG0WMLxw8yFcco59//nnuu+8+brnlFlKhqamJm2++ma1bt7Jt2zbuvfdeKisNL4P777+fG2+8ETBUfTt37kTXdTTNsLu+vp5p06YxZcoUOjo67Dm9z4URhi+bxzHA1T79NznqAnxx0C0KECBAgAABTGSFJRCRn5jZfscAxwC/AGYC12FI4QOkwKRJkwY8hy5Cq0n+OOP/WbAyAeuCPa6vyIadQ4V8sTWbdrrdf7OfZCMTW3sONXPoDUMmXTprKmUzau2+kkiIc+Ya7j89ceEPa/f7zpEN9Gddw+UJF+D4ELkA58s+hfyyNUB28Ytf/IK33nqL1157je9///vMmzeP559/nosvvpg1a9YgItx7772cd955RKNRli1bxsMPP0wsFqO0tJTHH3/cpR6cM2cOJ598MuPGjXPFKT355JO58847k1y9SscnYojyj79gu4amivHnahef9kyUf96SQhWXwZgnR8+0zyNxqNChSLey/0JIV2i6WwGoTCJK8yoAe4n1Z2cG1t3nrhJznlskn2PeNPH/LGItkfzDIvPwVwGabTP3ut17nRmC3evnJhvdxbiH81qvsk88Mf1sQjOWUPj5xvlzqv4stZ+p+FOtCtWqGeq/HtN+B8nmJtr8ikHpznzyXRJqv96UgH1RBPrHB1SE2YnG0whGypkoECEC/NTx/po0Zgz79u3j2WefxQ9O8g+gsbGR1lYj2di+fftYu3Ytp59+OgDjx4/n8MMPt0MCPPHEE9TW1jJ58mSWLVvGU089RSwWY+/evUnPhZEEEdH6UJL/ah8gCcF3kPTo+cPzuTZhWCNYn/QI1ic9RuL6ZFV/LyKCkSF4NXC/UurDwARgczbvM5LQ1dU14DnauuP2H/dTKQAtHOqMUVnc95c9G3YOFfLF1mzaaRGAmoJjp1RmbV4Lmdi6968vIaaLz7gz35fUf97Ccfzu3b3oAk+t2c+FiydQFM6+UrE/65oLBWC+7FPIL1sDDD6Ki4v53ve+x6WXXkp7eztHHXUU3/3udwG48MILWbVqFUuXLuX444/n2muvdbn9psPJJ5/MCSecwJe+9CVeecVIJtR87X/Dnx+HUz4Ap53jFkBBP+L1KXqN95dJW8pzd+zBcT0dNgEZASqAiDgyAIuDynHUE+o+elH/kV7xl+roTPxhu9vicQd2nDtVf04SUDez4up4iMAEudcRdtzHj+xLigHoqIt45nP2J+L/iaNdvESl7X5s2hkXt4LRIkUt1V83JhEI9JjFfAWMV1c5dpBT7Ze63jGuAtiTYkymikC/jelVARr16znI/TQTRbGNsVTbpCJ8ghgXI/xnRQWlVVVou3fbBOCpp57Ku+++y4EDB4hGo/zkJz9h27ZtAIwZM4avfe1rNhnzwgsvsHjxYqLRqH33b33rW1x55ZXcfffdTJgwgQceeAAwngv79+9n6dKlaJrGjTfemPFzIR+hjL9unAecCJQDOzHior+eS7vyFcF3kPRQY0fl2oRhjWB90iNYn/QYieuTFQJQKVUtIge97SLye6XUdcDQ5jbOIxw4cIAJEyYMaI7mzoSqz08BWOUg/Jo6+xcHMBt2DhXyxdZs2Vnf1El9k/HlaMGEsn4RvL0hE1t3P/5Xuz7xX9+f1D++vIhTZoziuS2HaOqM8czmRlsVONS2ehEqLQFl/LIZaxkaBWC+7FPIL1sDDB5OOukkmyj48Ic/zIc//OGkMZqmsXz5cpYvX24nCekLQqEQJ598Mq+88grxsgrK4jHavuPIEqyDi8CzTv1gu+T+f/bOO86N6vrbz1Xf3pvXa697WxfcARuD6QbTY9NCCb8ESEKAkEASElJJSMibkNBCAsT0FlqA0Hs3YOPudW9rb+9F0kq67x8jjUZaSavVFknrefgMmnJn5uzRtcpXp/gGCI0IqB0XfF6oa0XYDjgmAraPaj3Eu2llgCL4pXiFQCX9FwyaBiBaYS9YBPSt97y3EoOmNgLpIfgpvpK+faoASJDAR4DwJ30RdNrGINoxvlTbHqnAXlFQPSY4lC0YWaON/gtM//XXCwwjAvYQ/PxpvyLoUelULDV2+wRA6Y8I9ImDLvwCoAtvBCCK8Gf37tc+r/jkYxEwgwK3tUf8Yt+ho8ope3dHj/2hxD7prSbYU7WNPiXYji/xV3InDn5JKn55uRMDLla1tfFQaipfb92KFILnnnuOv/3tb3R29vwRzCf+jRzpj+w/55xzOOeccwLGjR07ljfeeCP4dAwGA8cffzzXXBMqI3Z4IYRIAV4DFqM8FR1ALvArIcRzwMVSypgVLSHEHOBFKeVIzb6jgLuAyShBGN+VUn4V+1+RWOifQSJjWjgD1/tr4m1GwqL7JzK6fyIzHP0zUOE3a4QQe4UQjwghviOEmCaEsAkhxgEFvZ6t0y989f8AMkNEAGoFIe1YneHBZ3tb1PUjByH9NxrsNfU0fPAlACllJWTPrQg57tzpher6cxtrUYKG448wGDCmKZ2Jh6oLsI6OTmgqKiooLi7G2NFG5vrPVQHHn8rrj+pS94VKCZYySEgKMSaaJTjdN2A7KKXYHbSNf93o9qb/+lKAPajpv8LjawgS2PBDEa6kJg1Y+h/d/rp9QmtXwGNwNF9QIxDtcU0KsND+rb4mHEHiX+g6gPjTb9UoPuFNa/Zdw5euGzhe9qhBqF0XAem+vr/dl/KrTfEVapovavqv8DX18KX5app7SIdA+hp8NAno8J6vNvbwp/sq8X8BvZqDUoADj4VO+w23btBcL3RKsFRFPP+yi248AWnDRn5CPjkY+AnZfJdM/A1CLCh9qG0YMHJpTQ2z29po3L6dysrKkOIfwPnnnx8g/ulE5DdABbAcSJNSFgBZwJXAifSj5p8QYhRwW9C+XOBlFNFxAfA+8IoQYuDTQXR0dHR0kp6BEgArUN7YDgCXA2tRfvHaBhQLIWYN0H2GHZMnT+73Ndo0df1CRQBq92mjBfvCQNg5VCSLrQNl56f7/F35BqP+H/Ru64FHXlTTf0vOPSmgtpeWSQVpTCtS6u3tbbKzoXrgxbZY/WrKUOwaqhTgZJmnkFy26iQOsc6b4uJiNeUrrXI9uDyBAl5YwS94X7DwJ8PXDuzzIkOLg9r7ueFP+XPAo9T/s3m83X/d/g7ARm/tP4PHX+vPEFD3T6jprMLbgENohTufUBhQ80+GrP/XswOwiLDuF+rw3TNAMAwWAdHUBAwUHedsDf28CK2oGCAQEnh/zb4eHYS9Ip96Toj6fkLT1Vdo6/zZBXQKRItANCvragOSIHEvmjp/kZY5f3o/xNhwImD4uoBCM6YSOxeym/Fs5nXa0dYDHI2Vg4zjDxRQgJXALsEWwIYiApq5qK6OPVarN1o0NE8//XRAF99YOIzeR1YCv5NSvuItjYSUsl1KeT9Kg5DzY7moEOJ+YC9wQtChy4ADUsqfSSk3AD9B+ZfRM0Q7STmM5k5M2P/yaLxNSGh0/0RG909khqN/BqoJSLuU8jUp5U+llEcCOcCpKL9STQQ+E0LUCyH+ORD3G07s2rWr39fQRvWFqgGojQqMNQJwIOwcKpLF1oGws9XuYlONUpC7NNNKWbat39cMRSRb3XYH+x95UdkwGCi7+MyI1zpjqr/I/0tb6gbEPi2x+tXXCGSoUoCTZZ5CctmqkzjEOm+EEEybNg0AU2c7tv27FMFt5zb4z0MRBL8Q+wK2RRRjol2E5jGEGOhd/7+GTeAGqwdSvUKgKYT4pzYBCYoA1D5qRbWAfcGPPWr4+RdVBNReL9x5Hu19NcJeSBFQBIiR2vTeTeW+a/vFPKG9ZoAvRcBYdVxQBKAq7vn2q4IfPRt7dKNp8IEq/NGGEvXna/DhDi/g9d7sI5IgaGDT/82LYmzfmoRswsETNCKB31ATFB1oxKYmm/uEwWAR0ArY+Do9B7vFAmF+uAOl4cfGjRvDHo+Gw+h9pBDYE+bYTiDWjha/BY6gZwThYuAt34aU0gN8DBwX430SjsNo7sSE9bJho/UOCrp/IqP7JzLD0T8DXywMkFJ2AG94F189jKOA8YNxv2TG6XT2+xp9iQBsi7EL8EDYOVQki60DYefag214vD/aLxw1eNkekWw98PjLOGqUrr5Fpx5DysjisGMBji7PJstWRYvdxUe7m2ns7CY31TwktkbClK40AnG3dyI9HoRh4BuUaEmWeQrJZatO4tCfeVNRUcFHH30EQPqWr7H/6afw+n+Ug/OOhdLRBDfciNjco8/bUV5LW1MwRF3AXLcdPF6pRYIJ6a3/J/xJnVKEr/0X5jG45p+29p963Ff4T2rs05aT00b8hYqa1Ih00rstgkVAX/0+7braMERZ7Bb8wp52TI9agJp0bXfoGoBKlKH0RhD6mnkENvWQbiVFWhU0VWEQvwjoFQKlx/fs+WslKtvavQRV/dM851Fu23PTNPu0NQCDt8PXB3QjMKrXkJxFHhWkUE03Z5KDGwOmsAUxfcKiH4ng84xU/lKWHeacQBoaGqIaF47D6H1kN3AM8HyIYwuB2lguKqXcC+wNkVVVDrwXtO8gMC7S9dra2jBoPudYrdaAhi6JxGE0d2JC5Man/E+yoPsnMrp/IjMc/TMoAmAwUsou4G3voqMhLS2t39foLQJQu681xgjAgbBzqEgWWwfCzjVVber6nJGDJwCGs9XjcLLrzofV7XHXXdrrtSxGA6dOyuPJdTW4JbyytZ5vzi4ZdFt7w5cCDODu7FIjAgeLZJmnkFy26iQO/Zk3vghAgPTKtdRPnuUXAN99GS78HmjEEH/apm+XpvEH/mEh17Uimbor+LxgsTHC9TTru4xZ4FE+bFklmBAYpVTjsoRX/FObgAQ1/Qgl9ikin0R4bQzY36MJiMbmAAHQL5hp02uFVhRUa/4RlHYc+OhvwKHpBqyJSsxsVSIPfcfUa4Vr+OH2r/sFRY3NPdKgA0U/NWrQBbikNxoQcEol2s/h3e+V9RSXiCCJrH+CX7DIl7WrKWhM9CLgpzTyW3YzmVT+wjj1uAEjzzCJMiykIfCHs2pt0i4KLgTv5Fh5qDiFyj78+JaX17+mXYfR+8g/gL8KIZzAv1HSdgtRUn9/CPx5gO+XDnQF7Wv37g9LRUVFQM3Hyy+/nGuuuYaSkhJ27twJQFFREVJKamsVzXLChAkcOHCArq4ubDYbZWVlbN++HYDCwkIMBgPV1dUAjBs3jurqajo6OrBarZSXl1NZWQlAfn4+FouFgwcPAjBmzBjq6upob2/HbDYzfvx4tmzZAkBubi4mk4nNmzcDUF5eTmNjI62trRiNRiZNmsSWLVuQUpKdnU1GRgb79+8HYNSoUbS2ttLc3IwQgilTplBZWYnb7SYzM5OcnBz27t0LwMiRI+ns7KSxsRGAqVOnsm3bNlwuFxkZGeTn57N7924ARowYgcPhUEXxyZMns2vXLpxOJ2lpaRQVFalRi+PSXFgNMD1T+f71wiErS/Kd5Jgl9U4DnzWaOb1YKXnxdYvytXxWljL25WorC3O7ybd4aOoWvF9v4awSZeyGVhMOD8zNdmFoLUDkZ2NeOg/DmFJkYwuOVS9h++HFALg+W4+sb8Z8+jEAOB56GdOR0zFOHI1s68BxzzPYbrpMGfvVFjz7q7GcpQSQOp94DePMiWzevDmkvzMzM9m3bx8AZWVltLW1hfV3bm6u2lW8tLSUrq4uVpbaAXi6ysppxU7SjJKDdgMbW02cVKgIv6ubzKSbJFMzFL88e9DKiYVOMk2SGoeBr5pNLCtSxq5pNmEywAyvv188ZEVkpmG76TI8B+twvvAutu+uAKD7vS/B5cZ8wgLFL/98DvOpR2EoK8ZT14Tz8dewXXuB4pePvka2d2A+5Whl7IMvYloyB+O4kcimVjweD1u3bgWU10qbzUZVVVWPOWsymZg4caI6n3NyckhPTw+Ysy0tLbS0tGAwGJg8eTJbt27F4/GQlZVFVlZWgL/b29tpamrqMWdD+dtut4ecs6RYEQU5WL+lZHB1v/YxIj0N06JZANj/9gSWC0/BUJCDZ3813a9+gvU7SgOo7rc+B5MR87FzlbH3PI3lrOMwjCjAU12P89m3sX1vJZs3bx7U14iUlJSQ/h6I1wjDiAJsN12G84V3MZQVY5ozRflb/7gK63e/gchIw71tL65PN2C99HTFLy9/gMjPxrRwhjL2L49ivWw5IjcLz+4qut/5AusVZyljX/+Euro66uqUrLiJEyeyb98+7HY7KSkplJaWsmOH0kTM1wyppqYGgPHjx1NVVUVXV1effsARiVKEf6h4++23M4GWmTNnYjT2FMuGGrvdjs3Wv7TNez49wAublElzx/KJTC0K/JBV2+7k4ic3AbB4TDa/OH5MXOwcKpLF1oGw85KnNlHd5sRsEDx7yQxspsGJWgtn694H/sOWm/8CQOEpi5m96o9RXa+mzcmlT2/CI5UU9UfOn0aKeWD+Pcbq17Xf+ik1/3sfgGPXvoitZHD7FyXLPIXksdXtdrNu3TqArOOPP761t/HDlUR5n+vPvHG5XJx11lk4HA4cecVsvPr3cOs1sOR0OPEcKBsXGKUHgUKduk3Q8eBtn7AX4VrhogF7W5eQ7+6k3phCqRSUIslGkC4hFaUjsA0lMtCKIhBa8C7Sm6jpfTRLiRmB2bttkmCW3oRO76NJc8yk2ddzXWLwSITbBS43uF3gdnsX7bob6XEj3B5l2+MGt0d9lB43eDzKce+6clyzuD10WtykdkolslqzXxH+tOOl5nzNMbcMOi6Rbo83AtB73K2sS7dEuDxIl0S4JHR7vMKfBLv3uJT4xbLg9Wi2Q4+R3lYh0rtPaMZ05qeQWt8R8doy6Bzw0ISTUt6jCw8pGNjDURRiCjo31GPP3Ha78PBSvoFHiyxUWQM/KxgMBjweD+EoKCjgkUce6dfrSTzfR4b6vUEIcTtwPYGqrwCeQekC3N2Pa1+GUmNwpHf7K+BhKeXfgu4/Vkp5bvD5vveHsWPHJk0EYLJ8BgnFSfevHfR73HDHzcj65kG9xynVnwzKdXX/xJ/XK5bp/olAsvinL+9zg5vjptMrA10DMNPWSwSgXa8BmCj0185DrQ6q25RfvKYWpQ2a+Aehbe06UM322+5Tt8ff8K2or1eUYeHYsTkAtDrcvFbZv9QiLbH61aiJ+BuKOoDJMk8huWzVSRz6M29MJhOLFi2idNpMXGmZmHMKYNX7cNmPoHSsV9/Qpq7Se22/4G01/TTEtbTH+tJBOKgL8JVtG0l1C28DEIHRLZUGIL76f24QHuldCFn7T9v8I6Dhh8f/GNgExL8v5OLyrYugR9+6QG3ooYkCDG78IYKPaesEauzYOMmjiS4UBEQXave5CDym6ezrW/d1+xWaGn/SV+fPKRAOwCEQdgGdQKtQli7lekKN7AyOjlMWGWZ/z0i6nvu1DUOC6wVuvHJumOsbgs4PrAOYg4UrKQOgAAs7sRO6LmBw8xD/0mo08ECxiasmWvnjKFuA+DdhwgR+/vOf87Of/YxIXH311f3+MeFweh+RUv4YGAt8G/gFcC1whJRyZX/EvzAcAkqD9pUC+yKdlJGRQWZmprokqvgHh9fciQVfJJFOaHT/REb3T2SGo3+GJAVYZ3DprQagzWTAbBB0e2TMNQB1Eo81B/3pv7NLM4b03s76Jr5YeZ0qlI34xqlkTp/Up2usnFnEOzuVsPVnNtRy+pR8zMb4/SZhykhV113tQ9MIREdHJzwjRozg7bffJg3I2LqGxqNOUw70SNfVboig7aDj0R7rY6Rf2H0S0jyQghJ9Z0RgkBp5Riq9XQ1Shq3159sOWfcvaF9Amm+odekNaJREFgq1oqI2VTg4HTegOQh+wVTb4ENqt2XgeSHSfnuuex99dQHdmm238Kf5uvA2+0CJ+PMJg66g6M6A9eBjvW0Hn9+XfQLRI/VX2S+RvE4tT3KAB5ml+XXewI8ZQwXpfJMSLKpN2vqAUrPuOw41ZjePFxl4Pl/QaVRsmTBqNNv37WX27NmsXLmSI444AuFt/mEwGLjnnnuor69X715QUMDVV1/N4sWLQ/x9OpGQUu4DHhyCW70NXOjbEEKYUGoQXjkE99bR0dHRSTJ0ATDOlJT0v/aZNgIw3dLzF1ohBBlWI41drphrAA6EnUNFstjaXzvXVg2dAKi1VXo8rP/B7+jcqfy4nDJqBFN+e22frzkmN4WFozL5bF8r9R3dvLOziZMn9q/GULCtfcGc6S+X42pt77cdvZEs8xSSy1adxKG/82bGjBnqesbWNTQuPI3AVNwwqbkQWANwwEU/6RUhZeD1Q6QKv2oux+pR0noVARC/ACj9tfwEInLDD3WfcmFF/BOadY19vQiA6hIqClCNZCSwU2+YGoCqQBgg+hFwrdG7vd16tV1+tQ1A1G2BdPube8iAWn+Bop+S6quIfsIlkL4afw6BcILs0LbtCCfo+deVNUnvzT76ss8v9pW/ulMzJnisgatYwz+9jWPPoJhz8DfTGkEqV1BGz9ThYPFPedxtc/NQkYfXcsFl8N/PYDAw9YhZXP+Tm5gwYUIPaxcvXsxRRx3Fxo0baWhoIC8vj4qKigErI3A4vo94myBuAs6TUq4ZpNs8AfxaCPEr4CWU1ON24PVBut+QczjOnb7Q/XryplcOBbp/IqP7JzLD0T+6ABhnXK7YBDktvqi+NIsRoyHUh1DIsJlo7HLFHAE4EHYOFclia3/s9EjJ194IwHSLkfF5qb2c0T+0tu75x5PUv/MpAJb8HOY/eyfm7MyYrnv+zGI+26eUKXhqXQ0njM8NO4djsbUvmDQCYHfL4AuAyTJPIbls1Ukc+jtvpkyZgtlspru7m/TKNX7to7kBPn8DTlgJBo2YE9C4I0KUYG/iXsS6fzL8NWTP8amebiwepU6f0v1XBkYBersBqx2AQ4mA2ihAr1AYKjIwrOAXvO0VD6UvnVgV7ERQiq5GzNOu90gHDhb9fEKecsxlCBYXtWKgDBABVaHQLb3NPyTatGDhTRX2PdKtRPoJh0S2C4Rd+WOFRuTzb4WPBBRB236nRbMv1LmB+7tTzYQXAOEsSlUB8GkOcg4jCIwU7L1pyLo0yUPFTj7IDowwtFgsnHzyyZx33nmMGDEijJ0KRqORmTNnRhwTK4fp+4gBpUvvoBWwk1JWCyHOBO4EbgJWA8ullMPG4Yfp3IkakZoSbxMSGt0/kdH9E5nh6B+9BmCc8XV86Q8+US9UB2AfvmMOlwenK3yh53AMhJ1DRbLY2h87dzd20ep93meUpPdbNOsNn637H3mByt/ere6fcfcvSSmL/ZfZqUVpzChWhLcDLQ4+2dvSP0OJ3a/mLH8Upatt8AXAZJmnkFy26iQO/Z03VquVSZOU0gK22v2YG2rh7z+FEwrhpxfC5q8C0059wVBqvT+pOR5pCTVOhKjv59sv/GPc4a8r3HBcdxVmN5g8YHSDwSMwuH1NOFBq/7nRbAfW9xMBAp2/zp/w1RsMStcVbhlYCzBokZp1f01BEbC/5yI054oe+4NrByqdeP2RhVVlnoA6fmodQrW+H5qaf6i1/mQ3/vp+vtRep/fRLpS6fh0CmgS0CITDL7DJHrX6tOuxbEdawo31769aMhoQuJE8yT720hkw9hRKuIRR/IcFPM48735D0PV6bnuAD7NcXDu+iysm2wPEv/T0dC688EIeffRRfvCDH/Qq/g02+vvIwCClXOVrAKLZ966UskJKmSKlXCKl3B4v+wYDfe5ExrT4iHibkNDo/omM7p/IDEf/6BGASY5HSjUFOLIA6H+q2xxu8gaxYYTO4LP+kF+gmlmSHmHkwLHrzkfYduu96vbYay8hf8n8fl/3/FlFrH9N+XueXFfNovIstSbRUKKNAHQNQQSgjo5O78yYMYONGzcCkF65hqYRY8HXrfTDl2HKvAgpviLKyL8QkYMhI/wi7AtxzCiVtF+rR/mwZVRTgEVQ/T+8acDB0X4Epf/6131RfPjOUaP9lL9Z3Y6YAiw0YqA22g+/qKdp6iECUoCV8f5IPwJrCqoCqVSCM11e0dJ7rpLeK4MaiASm+SpCovQKhcqj7JaIbgEOFBHQgRIF6AmMrhOayL+e0X3BUXyhovpCvQfFFv3n42uaOJ8PqKSV7zCe+5inGWngIRbgV699T1yoyD+JCzev5Tp5uLiLXSlujiAdJesT8vPzOffcc1m2bBmpqYObHaCjo6Ojo6OTXOgCYJyZOHFiv87vdLrxeD8nZoZoAOIjU9sJ2OEiL83cp/v0186hJFls7Y+dXwcIgINb/8/V3oHrn8+z7clX1H3lV1/IhJ8MTH3pOaUZjM9LYUdDF9vru9hY08H04thFzVj9qo0A7G5tizByYEiWeQrJZatO4jAQ82bmzJl8+umnbDdnkbqvkqbF34DyyXD06XD0cr82ElbcC5fK28t6rAKg5tEAPGY8gkyPxCRFiPp/4VJ9pb8mYFjxLygFOITQFzI9OEAAxB+N58Yrymkj+QiRAqwV+7RjFLFQvYamJuARH5n9op5HBomIgYKfb90v/Al/cw9vp19pB+GQSjSgWyvKade11fzCjQm13Zd9kfYTsP+Iv35JG+kcpAuAf7OLXzOd4h6ZoaGu5RcBOw0eXsjv5LGiTmosfmFwW5pkfMl4zjrrLJYuXYrZ3LfPeEPB4fQ+IoQwSindKL2ojwM2xtmkpOZwmjuxYL/zyXibkNDo/omM7p/IDEf/6GFgcWbfvn39Oj+wA3C0EYB9r6XRXzuHkmSxNVY7PVKysVoRADOtRspzB6e0jPR4qH3jIz5acjEHNeLfxJuvYtIt3xuwKD0hBOdUFKrbz2+s7df1YvXrUEcAJss8heSyVSdxGIh5M3XqVA4cOIBp29fkfP0O5I2AJ7bA92+HyXODUn5DrYvex/SaDhx0zK0dF368wQNnuCoxe8CoWQy+xa08qqm/6rrwp/P2SPvtud7r4hP4QuxTU3LdIFyESQUWIR+lL3LQHXiNwOtD5XS3Zr+S3quk+iopvto0X6kR+nACDgF2oFNAO4g2gWgB2aWkLXt7J3t1zlApueHWw6XuRrevZ4px4OLATSUt6nblhVPJxcb3mcwSiniV4ygiJcS5wWm+ytJslNxX0sby6XX8paw9QPybOnUqN954I3fffTcnn3xyQop/cNi9j1wihPgd8E3gEyllK4AQ4jIhxML4mpZ8HGZzp89YVpwYbxMSGt0/kdH9E5nh6B89AjDO2O32fp0fKABGiAC0aSMA+94IpL92dre04ahrJG1sGcIwuLpzf20dKmK1c1dDl/q8zyhJxzDA6bJSSho/+oqtv7qTtk3+MjLG1BSm3vYjSlecOqD3A1gyNpv7v6iisdPFJ3tbONTmoCTDGtO1YvWrOUvTBGQIugAnyzyF5LJVJ3EYiHljs9mYMmUK69evx1pfhaXuAM68kYGDYonmCzjuWxGaFOAQkYMBj6LXiEAhoUB2YnILTGij/5QIP4Ma4ScDU4DV6D6hifaTIP2dgpHKdmD0X9C+3pYQtfzUrr5ub3pvj8g/X9SfoGc0oAj52JnmjebzNffwXhuPP9JPaqP+XAJcEtktEN1SSfXt8D56nxfhfb6UP0Xxp/Q6Pnjd/8QMXOSfCLNfIrmbTfyRtdgwsoXzMCHoLEoDBL/hCEwIeqb6avFH/FWZu3msuJUX8ztwGALHLliwgPPPP5+KiooQ10g8Dqf3ESnlvwGEEBOA24UQbwLvAB8A1wCfxdG8pONwmjuxYCjKi7cJCY3un8jo/onMcPSPLgDGmZSU/nWWadVE80UdAWjvewRgf+x01jfxycnfwl5VQ/rkscx59M+kjCyO+Xq90V+fDhWx2rlukNJ/Xe0d7LrzEaqe/B+OmvqAY6lzpjH3nl+ROrp0wO6nxWw0cMaUAlZ9dQiPhBc31XHVwpG9nxiCWP1qytQ0AWkZ/BTgZJmnkFy26iQOAzVvZs+ezfr16wHIqPyShiNHRpnO20v6r7pPI+b5zgmoCxi0L5wQqHk0A2kSGkhXov5QagAG1P1DEfsMIcU/r+CHL5VXBNUF7Jki7BcMIwuB0veoNgHxiX0E1P4Tvig/TR1ArQgoeqQEBz1619ObvBF/GmEwIMXXLZUIQZdAuKS34YcAB0pnX9+5Pn+rThCqEKf9PwQLdL2JfxoBOIC+p/0KDDzPbg7QAcBT7OYixpF+oB0QmDB6HRROQlTYluLk4aJm9tm62ZzmVPcbjUaOO+44VqxYwZgxY8KcnZgcTu8jQohzgZ8B01G+a/0AZeJ0AhfF0bSk5HCaO7HgqaqJtwkJje6fyOj+icxw9I8uAMaZ0tL+CSpRRwAGNQHpK/2xc8efH8Du/cfTvnUXW35xB7P/fVvM1+uN/vp0qIjVznWH/OLUjAFqANJeuZs1l95I556qgP2ZMyYx7rrLyD5+IVZrbBF50bJsch6Pf12N0y15rbKBb84uIc0SXtQOR6x+NWWmqetDEQGYLPMUkstWncRhoObNEUccwapVqwDIrFxNw4KzlAMOB6x5G6YvgtRM/wkhhT16Hg+5L5RgGCkSMPSjTwD8Qo5TG4CojT+860L7qBHytFF/PlHPJ/6pop8Muq/vHK84GDn6z3s8OPIvKJ1X6TosvCKgZnyodV/EX/C6WzBujRlcErVrsa8jsFv6uwG7hNLMo1tAl1RSf50SYRf4Bbdwj5EEv2jEv1DCHyH29xzvxI1FraajnPcL5vAOVZzBaKaRAwjGvbhLc57Q/F97ZclX6V08XNzIJ1md6v6y0pHUNdRz6qmnct5551FYWEgycri8jwghlqNE+f0TOICvOwtkAROklP+Nl23JyuEyd2Kl+6UP421CQqP7JzK6fyIzHP2j1wCMMzt27OjX+W1RRwD6j8VSAzBWOw+9+Db7Vj0XsK/21Q+ofePjmK4XDf316VARi51uj2RDtRJZkGUzUZ7T//p/B599nU+XfVsV/4TZRN6SeUz/28858rUHKFq2hJ07d/b7Pr2RnWLm+PG5AHR2e3hjW0NM14n1+TeYTBjTlI6JQ1EDMFnmKSSXrTqJw0DNm0mTJqndTDO2fwEuD7yyCs4sgJtOg09eoWdNPxn42ON48D7Z83jEJcx4b2dbkxtsHjhdrPPX/vPV/PMoabBq/T9fDUDtukcE1v7T1AL0d9nVbPdl8dbf065LV89x0lsfUPhqBfoi8dTzhX9/hGXdEqda40+J7sO7CEXocwBdAjoEtAFtQqn3Zw8UzMLV4wvcF249mu1w+7RSnbLdgpPfsZqRPEAlzQE1CJdQylbO50VOZRYFgGDd92aGvb4HeCe7jcsm7+OqSQcCxL/MzEyWnX4ajz32GN/97neTVvyDw+p9ZA5wnJTyPinlK1LK973Lf4EGIYTe0aKPHEZzJyasV50XbxMSGt0/kdH9E5nh6B89AjDJ0dbzy7SFfzozrP2rARgLTV9sYP01v1G30yeNob1yNwDrrvwFM+79FUWnHDMktgwXdjZ20eH01//rTyMOT7eLHX++n11/e1jdlzl9IrP+9TtSy2NLv+0vZ1cU8GqlIvy9uLmOM6YWYDTE/jf2FXNWOu6OziHpAqyjoxMdRqORpUuXsn7XPrYfqiOlahtdhaOh0/vv9MPn4bjzg9J2ff8LFQUoQ0T1BW9rIr1CRvppouxCXMcowSJBCDC6pT/tV2rXtem72nVfTUDRM+Iv+JyQEX4ydBSgJ2iMpv6fCBYJPcEpwdo0YV+Un38sbuGvGRi8SK/w55L+xiPaiD+nALtEdgqEQyjiKkKt7Rcq4k+7z9eQo+9pv6Ei/3qP+gP4Jxv4BZ8A8Hu+4CH8RcIFBiaRS2AYqf+oD6fw8L/cJh4urmefzRkwqri4mHPPPZdTTjkFm21wGn3pDBoOKWWoJx/gUeAG4I9DaI+Ojo6Ojo6KHgEYZ4qKivp1frQRgFpxMJYIwFjs3HLzX5HObgBKLzido997lMJTFcHP3WVn/Xd/jau9o8/X7Y3++nSoiMXO9Qf9wtTMfqT/erpdrP3WTwPEvxErljH/hXtCin9D5dPynBRmlyq1+A62Ovl8f0ufr9EfW32dgIciAjBZ5ikkl63JhhCiRAjxihCiXQixQwgRtj6UEOIGIcQeIYRDCLHJm2qWsAzkvCkvL2ff5vVYmw6RWfkZTF8MpRPgxEvgxMsUEUob0Se9IlXI6D0ROYovYEzQ4vae5w51jlTHGD1g9sAWVxlGj8Do9nf/7dH11y3VqEDh7azr6/LrF+Gkek5wpF6weCe0abzBEX9B0X1+EdAv4vmi/KQvys97DV+dPv81vdF/3drjmqUbZDeUfW0MjPizA10onX3bgCagWSDsXr+rgl64yL/AfQJ/U5DQY5VtGbQdLrqv9/2Cq5hFLjaMCEwYAiIAQ12n7K396nabwcPDhXWcN20bvys/GCD+jR07lp/+9KesWrWKs846a1iJf4fR+8i7Qoh7hBA9fpWXUrrQgy/6zGE0d2Ki+50v4m1CQqP7JzK6fyIzHP2jvwklOdHWANQea7UPfgRgy9rNtK7fqtx72gSm/elGhBDMuOsWvvjGtbSs2YS7s4va1z9ixLknD7o9w4XABiCxC4CVv76TujeVNGxhMjLx5qspv+qCfkUUDhTnVBSwpkoROp/fWMdRo7OH7N7mLEV8dHfZ8Ti7MVjMQ3ZvncOWJ4EOYDFQAdwvhNgppQzoEimEuBD4HXAV8DXwbeAZIcREKeW+oTV56Jk3b566nlX5KTVLLoUHt4Lw/o7pgbARf9pYnB5RfL2cEyn6L3i/VCLSUqUgDTBLb90/j7b2nz/6z18LsGdDD389P98+ET6yL2wkIGrUn9r4QxsFGJzyG9AUhMDmHwG1AQP3B0b+oUb5SbdAuLzRfw5vBKBPCLQL6PRGALr8UX/+aDvhdatW3NM8x1HV/AuM3AvddiPcPuWMatr5M58xlTy+xQz1eAYWHuIUppDLOLI0Tg3G//fUmVw8VVjDM4V1dBg9zEwp4mCXUh955syZrFy5krlz5ybE+7BO7EgpPxNCnApsEkLcDfxPSrkDQAixENA7Wujo6OjoxA09AjDO1NT0r7OMtqNvpAhAm8mAxah8qIwlArCvdlb95zV1ffQV52EwKwKkKS2VSb/4rnrs0Itv99mW3uivT4eKvtqp1P9TBMBsm4lR2X2PDJAeDzv/+m/23v8MAMJiZu6Tf2XM1RdG/NIxlD6dOzKTkVlKw5F1h9rZ2dDZyxmB9MdWXwQgQPcgdwJOlnkKyWVrMiGEmA0cBVwupVwrpXwEeB64IsTwS4EHpZQPSSnXoXSVrAUuGTKD+8hAzpsRI0YwYsQIANL3fI2hqwMwBNXzCxO1J0PsUyP2wkUJ9mEJiAYU2DyQ4gaTB6aa9gdE/xm8IpshIAIwMCKQoH3aSL/gJWwkYIiov+C6f8HbIuBaQjNO9Iz46xbeRxDdqOtqSq8ThANwwP6ZLiXqr1Mo9f1aUCL/OpVxingbKtqvt8do18NtR953kHbGcDf/j8/5FR/hxB1w/HTGM87b5CP0dZSx+6wO3jkjjzOnb2BVSQ0dRg8AB9M9HH300fz973/nz3/+M/PmzRvW4t/h9D4ipfwl8Fvgx0ClEKJTCNEI3AP8Na7GJSGH09yJBfPSeb0POozR/RMZ3T+RGY7+0QXAJCfaCEDt8aGoAdj4yVplxWCg6PTjAo7lLJiJtTgfgPp3Pxt0oWW4sLOhi85u5YvDzBjq/3lcLr7+zi/Y/sd/qfum/OZa8hbNHVA7+4tBCM6eVqBuP7exbsjubc7OVNe7m1uH7L46hy2LgQ1SSu23mw+B40KMTQE+9W1IKT1APXDY5Eb5ogCFx03Gji97b+4RVvgLNVZGf45PPAyVBuxWUn8tHjC6FTnI4JGaBiAh0oCD0nrDCX8Ep/aGqt2nFfrUBh4Ein2hHgOEwZ7inwwWAQO693rFQGfQ4vBG+rlRhL9WFPGv1bvfF00ZQtzzpdSKoP3+x76sa7dDiYGh940gk+MpB6COTr6iOsR5oUU/EGxO7eCmsds5d9p6DlmcOA3KX2UymTjllFP44x//yK9+9SumTJmCzvBDSvkoMBpYBFwOnAXMk1I2xNMuHR0dHZ3DG10AjDPjx4/v1/mt3mi+VLMBUy/NErK8dQBb7C7C1ycOTV/sdDa20L5lJwCZFRMxa6KqAITBQPHypQDIbhc1r37QJ1t6o78+HSr6auf6Q36hdEYM6b9bf/l3al5+V9kQggk/vZKyS8+O6tyh9ukJE3JJtygRre/tbKKxszvqc/tjqzlHKwAOrjCdLPMUksvWJKMc2Bu07yDQo9WnlPIY7xdKAIQQc4AZwLpwF29ra6O1tVVdHA7HwFgdJQM9b+bNm4fRaMQ1YgJp+zcFdt7d9iUc3NF7t94AcVBoxvQWCSg1wl+I8Rox0OQVAU0e+KhtJkaPUKP/DJpafgHRfBoxUPQQ/kJv45ahI/+0+3yNNwJEP+/foBXxVJHPL/DJcJ19fd18faJfN96oP2+qr1f4k11AJ8y836pI1U3eY0Bk4c4v/fUu/hFmvW9Rfztp5B5W99h/C8dwAwvZzfc4krKgcwOvKb3C5ecZLVw9YROXTNnA2zmNSAEvvfQSqamprFixgkceeYQbbriBsrIyDicOx/cRKaVHSvmplPIpKeUHUsrB/wV+GHI4zp2+4PjHf+JtQkKj+ycyun8iMxz9o9cAjDNVVVWMGTMm5vN9EYC9Rf+BXwB0eSSd3R7SLOFThoPpi51Nq/3fR3OPnBVyTPGZx7P3X08DUPPSO4w8/7SobemN/vp0qOirnRuq/Q1TpvdRAGz4eA37HlBewITZxBEP/oHCE4+O+vyh9mmK2ciyyXk8vb6Wbo/k5S31XDKnJKpz+2OrRSsANrXEdI1oSZZ5Cslla5KRjtIOQUs7kBbpJCHEecC/gA3AQ+HGVVRU0NnpT6G//PLLueaaaygpKWHnTuVHmqKiIqSU1NbWAjBhwgQOHDhAV1cXNpuNsrIytm/fDkBhYSEGg4Hq6moAxo0bR3V1NR0dHVitVsrLy6msrAQgPz+fhoYG9cemMWPGUFdXR3t7O2azmfHjx7NlyxYAcnNzSUlJoaqqClAafjQ2NtLa2orRaGTSpEls2bKF1NRUFi1axPbt27lwlJtW92pW7eik8Q8X0VV3kDnLz+er/3uCG1iDDRebZB5rKeBisRUEPOsez2jRxlyhBFze6p7PD4xfkyGcVMocPvaU8C3TZgBe7B5LgejiKNMhAP5kn8P/WTeRK+zscmfxprOMK20bAXjVUU4q3SyxVGEEnm2fxakp28g3dJJucPBx8zwWZq7HAFR3lmGWUJK6H4OEQ80zKcjYidXUjqc7la7mSWTkr0VI8LSXYnCbEVl78EiQtRU4s/YjrS0YXTYyq6fRUPoVBiCtpQSrI4WWgl0IYOSBqbRkHaIzrQmzy8LknbNYP3E1AihsKCKrI4NdI7eDlEzeNo663HoacpowdRuYvXo8X87fjkd4KDiYQU51CttmVgOSiV/k0pTfRV1ZB8IN854rYM1pjbgsbnJ3WyjcZGbrye3gkYx72UpHnpvtZ9jJ2Gdg3h/MrP9uN44sSfZ2wYgPJJu9ye5jXgJHroGDRwtAMvt2J1sut9CVL8jc42b0aw42XJUOSEa/bsdthQPHKqUiZv2tme0r0ugoMZJe5WLcs62s+0EOAGXvtCFcHvadlAlIZtxbw+7TsmkbZSGlrpspj9Rw+cwPeOLzV3FLD1MmTSHtvBmApOJf+8k+bh4rxi+hpqmbwvv28OVPFCGi+LMG0qq72HlWKQATV+3gk2NT2Dc9DXennS9e2cjKlSsRQlBVVcWCBQsoKSnBZDJhs9moqqqipaUFg8HA5MmT2bp1Kx6Ph6ysLLKysti3TynrWVZWRnt7O01NTQBMnTqVbdu24XK5yMzMJDc3lz179gBQWlqK3W6noUEJMJs8eTK7du3C6XSSnp5OYWEhu3btAqCkpASXy0VdnRJhP3HiRPbu3YvD4SA1NXVQXiMcDgczZswIeI2wWCwcPHhwwF4jpJRkZ2eTkZHB/v37ARg1ahTNzc3oJC/6Z5DImJcvxvnoq/E2I2HR/RMZ3T+RGY7+0QXAONPVFfzdL3qklGo9v0j1/3xkp/if7uau7j4JgH2xs+nTr9X1nDACYPacCqwlBTgO1dHw0Ve4OrowpQ1MXeT++HQo6YudHinZWKPU/8u0GvtU/8/jcLLpxj+p25N/fW2fxD+Ij0/PmFrAfzbU4pHw8pZ6zp9ZhMXUe9Byf2zVpgA7GwdXAEyWeQrJZWuS0QrkB+2zAc2hBgshsoF/At8AngW+LaUMGx67ceNGDAb/vxmr1YrVqogmU6dODRibn+83I/iLVvDY3NxcdX306NFhx9bX1wdsjxo1KuJ1s7Ky1PXU1NSAY740ySeffJKDBw/y9KMPs+XbJ9JZNBGaFBHjq08/hss9/D8xWznJG+h+q5yvbm8ll9flaHX7755ZAY08bnXPD+jn8K6zTD12b+eMwOu2z9ecK/nYPoJcKSgE3m2rIEPC6dmrcbptrG6cj1WCVYIF6OgswSKVRiENjVMxe9fNQHv1fMwSTN5GIbQXYvQ2+jDXTsKkOZa3Z76y7QGjhMyWfIwe5XhJ+wR1Px6YsWk+Rg/q8by6eQi3G9xuMhtSGecuBZeyPfeDiUi3G+H2gMvN/FfLwe0Gl4fsfTbGrM4ElwdcHmY/nQfdHmVxeJh/RxZ0Ket5LiPVs5zMv9UGSGbeZUEbijn/Vo/XgQKJh5HvKWGUEsH0+7rxh2zC/Fs7A84d8bED35M17cE2tOGd82+tD9gu/qJT3Z7ySD3+J1ky7zPBo957/LvyDR6+NUM9NvGp6qDrbgs4N23zRl7KP8itRfuo2mqHrUr0Yl5eHh9++CErVqzgm9/8Jjt27AiY7+np6ZSWlqrbkydPDpjv2rEZGRmUlPh/AJs4cWLYsVlZWQEdU4Mjp4L/zRUU+MttjBs3LuLY/r5GbN68GaPR2GNsdna2uj4QrxGhzk1JSVEFTJ3kQ/8MEhlD6WFTCSQmdP9ERvdPZIajf3QBMM7YbH1v5OCjs9ujNM4jugjAbJtGALS7KM2KMDiIvtjZ+NnX6nrO/JkhxwghKDxxEfsffh6Pw0nDB6spOnVJ9AZFoD8+HUr6YufeJrsa7VlRnI6hD/X/dt35CJ07lWiCrDnTGHVZdGm/WuLh08J0C4vHZPP+rmaa7S7e3dXEyRPzej2vP7aac/z/KAa7BmCyzFNILluTjEModQC1lAI9uvoKIQqAj4Bc4Hwp5VO9XTwjIwOjMfofegaawZg3CxcuZPXq1QBkVX5A55Ir4YhTweWAI7+hCFhGr+ipEfaifoz2mPSu+Lryogh0Nq/IZ0IR3jq6U5XGH6B2/w1Y8K1Lb6dfAroA+/ar4z2+49I7Rvg1MW16c6g6iJp1qakzKL3pwf5UYtGzNmBw8xBtQxBfzT87yC7U5h++Gn+pNUZQO/cSZl0ErPs79voe0ayH2hdqHc22su9rDjKBPNKwqPu+zXzuYzUXMIPvsyDENYKvA63Gbp4u2MdThftoMgdq8OMnjOeiiy5i4cKF6r8//TVU94FO7OhzJzKeGr2sZCR0/0RG909khqN/dAEwzgT/2tkXtN18M6OIAMzSCoBdfesEHK2drrYOWjdsAyB98lgsueFVxsKTjmb/w88DUP/u5wMmAPbHp0NJX+z0df8FRQCMltZN29l5xyoAhNFIxe03IQx9L/0ZL5+eU1HI+7uaAXh+Yy0nTcjttflJf2w1a+brYKcAJ8s8heSyNcl4G7hVCJErpWz07lsKvBVi7O1ABjBHStlDIExEBmPeLFy4kL///e8AZG37kEOLr4QbnwOD0a/X+ILKBkoADCH29RQElap1FgkmKTFKgQHY0DIJo0di8Ip4BikxIHoKgSEWf6CZ5t5eIU8EbeMVB5VmJkHHQgiAak1DjfAnXSjdf1XRT/j3BTT9ILDjr927dAqEXRHypFfQE0gmPW4llMinjPMLfr7qf5GFvmjFv0Dhr5IabuQl/stG/h9n8ENVdxekYGED12JAaBwFwaIfQI25i8eL9vBc/n66jIHl3ObMmcPKlSuZNWtWj/cp/TVU94FO7OhzJzLOp9+MtwkJje6fyOj+icxw9I/eBCTObNu2LeZzW/vQARgCU4Bb7H0TAKO1s+mLDeBRvn3lHnlExLE5R85CeH8db1q9vk/2RKI/Ph1K+mLnRo0AOCNKAdDT7WLjdbciXco8GfP9i8iYGlsh5Xj5dEphGpMLlDSfXY121h1q7+WM/tka0AW4aXAjAJNlnkJy2ZpMSCnXojTx+LcQ4gghxE0onSLvE0KkCCHGCyFMQggDcDZwH2Dx7vctueHvEF8GY94UFBQwYcIEjCYzIDA3V4Mwhu7+G+4xqmYf0Sw9G4GYPWD2CCXV1g1H5azF4GsC4gHhEd5mHjKwCYhXeBOaxh6+/coCQhuVp9kWAVF6Imjbv8jgCL5u36OyiCBxTzhBOFGi+RxCebSjiH1dQAdKEnsd0OQ95kXbImPt9V0EimlCs6bt9Nt7ww8Z5jqhG3/4j7mQ/BelZuOfeJcuXJpxAoP6cTi4yYey7LK188eRGzm74gMeK9qjin8Gg4Fjjz2We++9l9tuu40jjjgi5I9U+muo7gOd2NHnTmRs15wfbxMSGt0/kdH9E5nh6B9dAExi2jQiXjQ1APsTARgtTdr034WzIo41paWSMW0CAO2Vu+luGdyuq8mKlFJtAJJiNjAuL7paiXv+8YQ/GnPSGMb/8FuDZuNgcnaFvyHqsxsGt4ZPYBOQwRUAdXS8nIvS9OMT4HLgHCnlDmABsB0YCeQBmcCvvPu0yw+G3uT4csIJJ2A0GEir3kJ25ft9EOy84p6MJPKJAEHP3/mXEPtRxTiTBzI9YHErwp/RJ/hJgoQ+ZTG4habzr/QuqGIfYRYRLPgFi309UnWlpntv5EWqHX21i1/483X1pR1oFFAnkC3ec7TZskCggBa8T7sd/Bi8Tyv6hRYLg0VBiaADR4AN0yjhXGZSShY3c4JG8Atlr//669Ia+eG41ayY9j7PFO1jfJ5St89isbB8+XJWrVrFzTffrHcp1dHR0dHR0UkK9BTgOKMtwNxX2rQRgLbBjQCM1k5t/b9wHYC15MyfTuv6rSAlzV9soOCEo/pkVyj649OhJFo7D7U5aehUagxNLUzDaOi9/l/nvkPs+MuDyobBwPQ7bsZgtUQ+aQBsHQwWj8nmX6vN1Hd08/n+Vg602BmZFb4eTH9sNWsEQOcgpwAnyzyF5LI12ZBS7gdOCLH/PcKFTSUJgzVvjjjiCJxOBwDZ296l7oiVfgGqdi/U7oKpxynbASm9EVJ4Q+1T10OcF7RtlIqKq6QAK9sGCfvaSpXov4jpvkG1/zwhxniC7u3xj9U++tN9I4icbgLES59AqAqLanQgmlRflPTeToF0gOhSjokwEXOoyb1Q+r5F3acQnAosQxz3p/FGrgfoPy6RvMMWfsMr2DDxOtcEXPMevkEWNqwYgp5ELRIPko+zDvFQ0Xa+zgis/eMqSOGiZRdx5plnkpOTE+L80OivoboPdGJHnzuRcX24Nt4mJDS6fyKj+ycyw9E/ugAYZ0ym2J+CvtYADG4C0heisdPdaadl7WYAUseNwlrYe8OGnIWz2Hv/MwDUvPbBgAiA/fHpUBKtndr6f9OjTP/d8vO/4ulSviCP/ta5ZB0xtZczIhNPn5oMgrOmFXD/6oMAPLexjh8cXRZ+fD9sNaalIswmZLdr0JuAJMs8heSyVSdxGKx5U15ezogRIzh48CAZ+9dgbG/GbcuE3x4LlR9CTin8ba+SGtxD5PMKR30SAHvfNkqlAYhJghFF8DNKcLvMGNzKtm8JVetP2+wjuLafsi39YqGvEUiI9GYREOko/Ote0U8GC4Cu4EUj/jm963bv0gWyE0S34r/gSnvB+MRBc2ewjh1K6PM99lb7L/hc1LFuPPwfj7AHRbRbzR7mM1q9cyH+7r6BKNsuPLyWu4+HiyvZlRL4+l9QUMC5557LsmXLSEmJLgpfi/4aqvtAJ3b0uRMZ2al3SY6E7p/I6P6JzHD0j54CHGcOHToU87ltfa4BaFbX+5oCHI2d9e99juxWrhtN9B9A/nELMaYqH6arX3oXj8PZJ7tC0R+fDiXR2qmt/ze9pHcBsPHTtdS98REA1qJ8Jtz0ndgM1BBvny6blIfNpLxcvbmtgdYIAnZ/bBVCqHUABzsFON4+7QvJZKtO4jBY80YIwaJFi5R16SF7x/uAgJQsZUBTFWz7LEwknIgcFRdpPcK2wSOxeJRUYKM3DdjghnFZe0KmAPdcRECKb8DibcjhE+xE8KNLelN9JT2bdQjolj1TgJ2Bi3Si1PlTxT4BnSDbBLSgpPw2e8d7oymDo/9k0LaPPac6gvaFq/dHFMfDp/+aMPFTlgEwkSLa1TTg4OuKAAmw0+DimfwdnDn9VX415osA8W/06NH8+Mc/5qGHHuLcc8+NSfwD/TUUdB/oxI4+dyJjPrn/wRPDGd0/kdH9E5nh6B/9J5UkRhsBGE0NwFSzAZNB4PJIWuzdA27PoRf8jSuLTjs2qnNMaSkULTuGg/95HVdLG/Xvf0HhSUcPuG3JjC8C0GwQTMpP7XX8zr/8W12f+LOrMGWkDZptQ0W61cQpk/J4YVMdDrfkla31XDCreFDuZcnNwlnXiLOhCSllr12HdXR0hp5Fixbx2muv0ZZdTnrV1zRMPRMWrIDG/TBvBeSVe7sB9zXaTyqRc9r9PSL/AqMIjVJJ/TVLiRGhpv8avMcNHn90nwiKAvRF8wV0/vV4w+s0nX6VNGD/tl/Y1Ozz+CL+hD8a0C0DxUo3SLWmoD/aT3QLfx1AJ4oI2AmiDU2NP3/LjlCEPhKq7l+4CMDejguvy908z5fcyRu8yA/IIkU9ehlHkUMK53AERvVJ09YT9PcnbjTZebqgkqcLtzHOnkWNpVMdN23aNFauXMmCBQswGPTfynV0dHR0dHSGB7oAGGfGjh0b87mBXYB7FwCFEGTbTNR3dvc5Bbg3Oz3Obure/BgAc242eYvmRn3totOP4+B/Xgeg7q2P+y0A9senQ0k0dtZ3ODnYqkRFTipMxWKK/EWkafV6Gj78EoDUMSMpOfek/htKYvj07GkFvLipDgm8uKmOc6cXYjH29Ed/bbXk50Dlbjx2J+6OTkzpgyOgJoJPoyWZbNVJHAZz3kyaNImUlBRa960nz7CJA0dfj3vhxbDwm8oAnyjmW/c99roeqd6fVxyUgaKiRUKqFJi9KcDadN+NVRUY3EKT/hsoBmrr+/m3fcelut6z5p9G5JOadY8IEcEoejQTkQEpv0qNPxwg7ECHUDr8+gRCGSztaQW13oQ/ScV9qZp90Yh/4dN/BfALnuVWXgTgLt7mZk5XqwFaMHMec1Wp0I/0jhBUWdp4tGgz/83fgcOgfI7anNtKuiWdiooKVq5cSUVFRci/Klb011DdBzqxo8+dyDgeeCHeJiQ0un8io/snMsPRP/rPmnGmpqYm5nMDIwCj03KzvI1AWrpcSBlcByc8vdnZunEb7i47APnHzcdgjl5bzls8T21QUfvmx32yKxT98elQEo2dvu6/EF39P7XxBzD22ksxDFDdlETwaUmmlaPLlRS/xi4Xr1U2hBzXX1stBbnqurO+qV/XikQi+DRakslWncRhMOeNwWDwpwF73GTvfE8Vwvq+BKcJEzrV1x3i+m6l82+KG0ze7r9qB2APjM7Z7+3uC8ItAx6DU357dvrtmfYbsm5fcEffgH2iR7ovDtTOvnShiH1tQCPQJJT1LjTpvtBT5gtO9w2d/guw/0RtKm6o9F6i3KecezlLMHo/vn7Eth73FCHtEFSmNHLzmA84p+IFnimsVMU/o9HIMUuO4a9//Su//e1vB1z8A/01FHQf6MSOPnciY146L94mJDS6fyKj+ycyw9E/egRgnOno6Oh9UBja+hgBCP5GIG4J7U531MJhb3Y2f7FBXc+ZNyOqa/owpaWQe/Qc6t/5FMehOjp27CV9QnmfrqGlPz4dSqKxc2MfGoA0f7WRhvdWA5AyagQjzj25fwZqSBSfnj+rmI/2tADw+NpqTprorw3oo7+2WvNz1HVHXROp5SP7db1wJIpPoyGZbNVJHAZ73ixZsoRnn30WgJztb9IwaXlg+i4yKKIvRHov9Ijoi5j6q17Pv+5LATZKMEqJQfrSgCVZthZF0JMgpNCkA2uafng0kYGa9F7/NppoPxkY/echcD24w692CRYNfam+Xd6l1TsOiCzI+d0SHLNHwLYiwrWM9V00XLRfz1RfkDjp5hHeYxIlLGKyeu44ivkt53EEozkZn1gXygrl/1+lH+Kh4nV8mlUVYL/NZmPZsmWce+65FBYWMpjor6G6D3RiR587kTGMKY23CQmN7p/I6P6JzHD0jy4AxhmLxRLzub5GHqlmA+YQqZChyNJ2Au5yRS0A9mZn0+r16nrO/L4JgMo506l/51MAWtdX9ksA7I9Ph5Jo7PTV/zMImFoYORV1x5/90X/jrru0T1GYvZEoPp2Yn8qi8mw+2tNMY5eL/26qY8XMooAx/bU1IAKwrrFf14p4nwTxaTQkk606icNgz5vJkydTWFhIbW0t1tYqjB3NuG1eAb+zBdY+B7NXgCUVpWZfpPTeEOuR9mlEQ6PEm/6riH++Gn8GKXA4bBjcyn5tyq8I2kbdrxH+tGm/Qam/AdGL2shEN+CWalORQPFPeoU/4Rf/WlEi/twQLplXauQ8qakDGEr889cJ9It9tkYD4cW/0Pt2UcNSfsFe6jiGqbzPrzR3kvyUM9EURAw4BuBG8l72bl7N2cZ7uXsDLMzKyuKss87ijDPOIDMzM+TfPNDor6G6D3RiR587kZGNLfE2IaHR/RMZ3T+RGY7+0QXAONOfuhaNXUojj9xUcy8j/WSn+J/yFruLsijP683Olq+3AGBMTyV90pio7fGROWOy/1rrt/Yrei1ZaoX0Zmer3cWeJiWtenxeKqmW8FGezWs2U//uZwDYRhYz4rxTBs5QEsunl84p5uM9zUjgqfU1nDYlnzSNb/prq1UjADoGMQU4kXzaG8lkq07iMNjzRgjB8uXLefl/r1JzaB85O9+mfup58MF98Mx10G0How3mXKCcoAp6mki+oIYe4QU/NNGD/vNTvYtJSoyayD+f4Ld19zRMHm3NPxFY808j+qlalreRhyoOeiMEtV2M/Q0+vNfzCX0+QTA4XVibDmwH2kB2gXAq42RAew/hldT8Ql/g/31rPTsBB9bdU8ZNuz9Ns194G3FEEgQFoynAhvKl/wM2s5Y9HMHooPFai5Rtp/DwSt5WHilayz6b8qF9XEEZO+v2U1xczHnnncfJJ5+MzWZjKNFfQ3Uf6MSOPnci41j1UrxNSGh0/0RG909khqN/9BqAcWbr1q0xndfpdNPVrVQ4z+uDABgcARgtkex0tXVgr1Lqc2RMGYcwRpeOHGDXjEnqeuu6yj6fryVWnw41vdm5qcaf8lBRHDn6b/fdj6rr4669BIMl+jkRDYnk09E5KRw/QRHp2hxu/rOhNuB4f221aFKABzMCMJF82hvJZKtO4jAU82bu3LnUHDoIQO7ONxSRrHCyIv4BfP5oiJp/Isw6gemzoeoF+moBesdYvYvJjRLp5wajW2Bwg8ENsyZ+pdb0MwTV/AuoA+jSPLqEv+afS9lHt1A79QpNrT/hS+X17XOA0Nb4swNdUqnz14pS568eaJPKMX8lEcCvdYaKBZQh94bDX4PvqxvbArYDOwkLOrDzARs154EREz/nPE5lNp/we45gTMA1gmv8tRucrCpaw/LpD3Pr6PdU8Q+geOIofvrTn7Jq1SrOPPPMIRf/QH8NBd0HOrGjz53I2H54cbxNSGh0/0RG909khqN/9AjAJMUX/Qd9jQD0j+1rJ+BwtG/bra7HEv0HiuhiKy3CXlVD68ZtSI8HYTi89ekNUdb/69xzgJr/vQ+AtSif0hXLBt22ePPN2cW8t7MJl0fy3MZazpyaHzC3+4Mlf2hSgHV0dPrPuHHjKCsrY//+/WRUr8HcWk33mMVQNgfGHAlzvxnYDTiqWn/RHFOiAC3e+n8mKZT6fx5f+i/+VGC1BmBQ1J/3Ec22PwowdI0/NdrP21gkQLBUm4XIwIg/B9CJUufPJw4GINQ/UQQIbMHHfNvhhMBwkYDBdQT90Xt38Cy/5wk6cbCHf5NPhjrmIo7lYo7VOCU4YhDqTR08XrSGZws20GF0Blgza9YsVqxYwdy5cxGiL+Kljo6Ojo6Ojs7wRBcA40xeXl5M5zV0+AXAvkQAZmsjAPsgAEays71yj7oeqwAIkDljEvaqGtztnXTs2k/6+NG9nxSCWH061PRmp1YArIggAO7559PeNDYYdcV5akflgSTRfFqSYeXUSXm8tKWerm4PT62r4cqFSrOO/tqqjQAczBTgRPNpJJLJVp3EYSjmjRCCpUuX8tBDDyGFkaINj9BRMB3nhffSUTQbhDE6AbBXIVCbNox3XWKWArP0NQDxpQB7uwBLSW1NCcKjNO7w1/vzN/zQioBqHcBgwc+bEhzQ4MODJhJReiMFvam/WuGvC7ALpc6f+pYfmG6LZiu0bCdCSH7Bqb+h039BUPKJRSMuBop4OzhIHUq03h28wO+4RLVLBNgYWOdvr7WJpwrW8HzBBroN/jBGIQSLFi1ixYoVTJ7sLy0Sb/TXUN0HOrGjz53IuD5b3/ugwxjdP5HR/ROZ4eifhA6xEkKUCCFeEUK0CyF2CCEuijD2BiHEHiGEQwixSQixfChtjRWr1RrTebFHAGpqAGqu0RuR7Gyv3KWup0+KvU5HQBrw+tjTgGP16VATyc6ubjfb6zsBGJ1tC0jd1uJsaqXqiZcBMKbYKPvmWQNuJySmTy+cVYzFqHwh/O+Weuo6lOiP/tqqrQHorB+8CMBE9Gk4kslWncRhqObNcccdx6hRoxDSTdHWpxj74c+Z/NbVTH9+Odl73wmfyhs2xTfUsRCpwh6ByaOk/xq9Kb4GTaqvwS1wdKUgXCIo/Vcoab0h038JTP110TP1txuEU/pFPodAOIQ33VdAh1QEvwagGmgmSPwLlOr8klxgRb+ekXvREhglmFJnQCBoog0ZIOQJbmIlNixcwLFcwHFB9+p5/42pB/nx2Bc5b9qDbM9qUMU/s9nMsmXLePDBB7nlllsSSvwD/TUUdB/oxI4+dyIj65vjbUJCo/snMrp/IjMc/ZPQAiDwJMqnvsXAr4H7hRALgwcJIS4Efgf8EpgPvAs8I4QYNYS2xsTBgwdjOq+h0x+9l5cafSCnVgBs7EMNwEh2BqQATyyP+prBaBuB9EcAjNWnQ00kOzfXdODxfiuLlP67/5EXcHcpta5KLzgdS87gdDRMRJ/mpZk5c2oBAN1uyaNrqoH+22pMsWLKVHzuqK7vn5ERSESfhiOZbNVJHIZq3uzatYt9+/b12G/urGXshzeSve+d0KJewD4ZWggMsxjckOUGmxtMnp4CoE/wG1W2yy/8uUC4ZYDg52/WIQOEP+Ft3OET/VTxz4nSuMMpvOKfRHShpPj66vzVAHVAOz3D+oLEudD1/npL8Q1HqOOCr06o5qfcyyjO5RU+C7hHGUXs5zEe56dMYzQ9xT+lIcknmTu5cuLjXDblEd7N2YYUsLOwhezsbFasWMEjjzzC9ddfz8iRIyPYFz/011DdBzqxo8+dyJhPPybeJiQ0un8io/snMsPRPwmbAiyEmA0cBYyUUtYAa4UQpwJXgPoJ0selwINSyoe85/4AOAO4BEUYHHY0dmoiAPtQ+0ybLqxNI+4P7ZWKAGjKysBalB/zdTI1EYAt6w7vgr/rA9J/QzcA8Ti72ffAf5QNISj/zoqhMC2hWDmziFe21tPZ7eH1bQ2cN71wQK5rKy6gvbUde3UdUkq9fpSOToLidru55557Qh4TgEdKst/+Cc2zboKKcyPU+RPhj4VYDB5I89b/86X9GjX1/9TUXm0NQA8BqcDaFGDh7eYrNKKkb12owqP01vgTfrGwW4BTKqm+nZooQF/acwj8emCobrqhvBhqX7QpwJINVVu4DaVR1W9YxWksVCMMJZJ8suiZ6itxIXkrZyMPF3/CttSagCvn5uZy9tlnc9ppp5GRkRH+j9XR0dHR0dHR0VFJ5AjAxcAGr/jn40NQc0S0pACf+jaklB6UPndFg2rhADBmTGw18xo6Y0sBthgNah1AX8pkNISzs7u1HftBpQtr+qQx/RJKrAW52EYWA9Dy9WY8ztgEylh9OtREsnPdQb8AOLMk9JebQ8+/iaNGiVArWraE1PLBi3xIVJ9m2kysmKH8M/dIeOirQwNiq3WEElnosTvpbmrt9/VCkag+DUUy2aqTOATPm7vuuoulS5cCsG7dOk444QTmzp3LokWL+OCDDwDweDzcfPPNTJs2jRkzZnD33XdHvMenn35KfX3oSF23283GDRvYs+kLxH+/D93u0Gm/UUT8BS/C4+v+K3ukAAvN+q6NUwPSfNFE/gWk/mo7+2q2lWg/CU6J8EX92YEuEJ3eVN9moSwtKFGAPcQ/GWKt51FFrwyffhs9gZGAV354AjOZgAUzc5mMHSe+yL7gVGOJwC6cPF2wmnMr7uTnY58PEP9KS0u5/vrreeSRRzj//POTRvzTX0N1H+jEjj53IuN46OV4m5DQ6P6JjO6fyAxH/ySyAFgO7A3adxDoEeIjpTxGSvmob1sIMQeYAawLd/G2tjZaW1vVxeHo0RZvSAj3xaU3mmKsAQiQn6aMb+jsxu0J9XWgJ+Hs7Ni+R13vTwMQHzkLZgDg6XLQuiG2NOBYfTrUhLOzq9tNZV0HACOzrOSl9Xx+pZTs/scT6nb5VRcMjpFeEtmnZ1cUkONNbf9gdzNf7jzU72vaigvUdUd1Xb+vF4pE9mkwyWSrTuKgnTdr1qzh3nvvVbevu+46rrvuOr788kv+8Ic/cOWVVwLw1FNPsXbtWtasWcOHH37IAw88wJdffhlwXYfDwXvvvcfPf/5zfvOb34S9v9FoJCUlBQDZVg073o5Q4y+KJSgF2OwBs1v0SP3V1vsrKD7Uo8ZfQK2/UMKfU7Pfm+4rVOFPILpAdACtApokNEpok0oasfLXRv8k4WvOESqBN1gEjCwE7uUQV3MrP+IvAedVL3Lyb37GLp7hHm4gBWsI8U/QYuzkgeJ3uX784/xp1P+osjarV5k0aRK33HILDzzwAMuWLcNiGfhmV4OJ/hqq+0AndvS5ExnTkdPjbUJCo/snMrp/IjMc/ZOwKcBAOkpSi5Z2IHQ+pBchxHnAv4ANwEPhxlVUVNDZ2aluX3755VxzzTWUlJSwc+dOAIqKipBSUlurRLhNmDCBAwcO0NXVhc1mo6ysjO3btwNQWFiIwWCgulqpQzZu3Diqq6vp6OjAarVSXl5OZaUiaOXn52OxWDh48CBtbW3k5+dTV1dHe3s7ZrOZ8ePHs2XLFkBJc0lJSaGqqgqA8vJyGhsbqW5SBCKrUbB3h3Ld7OxsMjIy2L9/PwCjRo2itbWV5uZmhBBMmTKFyspKrB5F7PRIWL1+M1kWwciRI+ns7KSxUWl6MHXqVLZt24bL5SIjI4Pm5mba2toAGDFiBA6Hg4aGBtrf/Vj1YUdWCnv37qWoqIhdu5TGICUlJbhcLurqFBFl4sSJ7Nu3D7vdTkpKCqWlpezYsUP1t6ViAjz7BgB1H6+hKTdN9feoUaPYtm0bAAUFBZhMJg4dUsSesWPHUlNTQ0dHBx0dHZSWlrJ1q5JGnJeXh9VqVWuIjBkzhvr6etra2jCZTEycOJHNmzer/k5NTeXAgQMAjB49mqamJlpbWzEajUyaNIktW7YgpSQ7O5vMzEy19lRZWRltbW09/O12u8nMzCQ3N5c9e/YAShSDzwaAKVOmsGPHDrq7u9nrsOD2fn8rs3XT3NyM0+lUPwBNmjSJTU+/RPsWZZ5mHjGVQ2lGDm3eTHFxMR6PJ2DO7t+/X/X3yJEjA+asEIKamhp1zh46dIjOzk6sViujR49W/e1wOEhPTw/wd21tLe3t7VgsFsaOHRvgb5vN1mPOtra29vB3Tk4O6enpAXO2paWFlpYWDAYDkydPZuvWrXg8HrKyssjKygrwd3t7O01NTSwthme9pSgf29BEedZ+8vLyAvxtt9tpaGgAYPLkyezatQun00l6ejqFhYUBc9aT5X+Z6ThQTa1V4HA4SE1NHbDXCI/Hg8fj6fU1wjdn+/oaEW7ORvMa4ZuzOTk57N27l7a2NrKysiK+RuTn57N7t/IkaF8jgv2dlpbWr9cIQJ2z48ePp6qqSvV3aWkpOomD7/WttbWVH/3oR9xyyy3cd999gCLO+Y53dHSQmanUL/3vf//LFVdcgdVqxWq1cvbZZ/PKK68wd+5cNm7cyOuvv84HH3wQ8P4diYKCAoQQOBb9AvvopWq33f4sJg+k+tJ/Pb4OwEpasC/91/eYmdNErTso5TfU4h3jawyiRgr6Hn2NQJwon4w68Nb4C073DVXVL7iLbjhCRf8FXzl0+m8XDmZxHs20YcXCDVxMCXmApGlSN/OZjE9JlQg1/k8iqTG38FjRB7yQ/wVdRiUzYURBMQfrqpk7dy4rV65k5syZSV2KwTfXD2d0H+jEij53ImOcOJqBKeo0PNH9ExndP5EZjv5JZAGwFQguKGdD6WfXAyFENvBP4BvAs8C3pZRhn6+NGzdiMPgDIH1fNkD5YqslP99vRnAYevDY3Fx/B9HRo0dHHJudnc22bdtISUlh1KhREcdmZWWp66mpqXR4GgE3OanmHmO12+np6YwYMULdnjRpEmPq97OpSRGTckvLmVSgiB2ZmZkUFxerYydOnKiud3V1BWyD8mV8yxNv4OuTOn7JUeR5/+ZgmwoK/BFVY8cGdgrWjrUefzR7f62kfDV//BXzfnBJ2LGgCEg+fP7etm0bBoMhpL99lJWVRbyudjstLVBznjJlStixGRkZPfwd6bpan06YMAGAz744iJLXBcdOLVPtLiz0B786X/pQXR/73QspjjBnI/kbFMHOR3l5ecix27ZtIycnJ8DffZ2zkcYGz1mtkBPczTHY3yUlJUyY5OGT+i0canOyq8PA7u50ylJTA8ZmZWWpAhIo4lG467aNK8cXR9hd28C4kxZFtD+W14ht27ZF9Rrhoz/+jjRnQ71GBI/dtm0bmZmZEV8jQtkUrb8h+tcICJyzWn+73W50EgeTSfmIce2113LdddcFvD/efPPNrFy5kl/+8pfU19fzr3/9C4Ddu3cH/LsYOXIkn3/+OQCvv/46r732WsA98vPz6ejooKsr+PdChazsbFKLJ7FhznWAMUoBUCrCmm/bE7jfJwCaNAKgwSsACt+jVwR02S1KZJ9G7MMjA2r++YS/HuKfL1LQqSzCjiL6OfA3D+lB+Fp+fYsL7Hm9SDJiCjb+j3P5M6swY2INWzmNowGwtGmTTfzi307bIR4ufpfXctfiFn4V02AwsHDxUZx44ok9XjeSFd+/hcMZ3Qc6saLPncjIto54m5DQ6P6JjO6fyAxH/yTyK+ohlDqAWkqBHq3+hBAFwEdALnC+lPKp3i6ekZGB0WgcCDv7RfAX6Ghwuj20OZRP/n1pAOIjX5MyXNfRzaSCCIO9hLOzZe1mdT2jou9/SzBpE0ZjG1mM/UA1jR+vobulDXNW32r8xOLTeBDOzvWH/PX/ZoSo/9e57xD17yp9cFLKSihatmRwDNSQ6D41Gw18e0Epv3lLiUC757MDzBmZSZoltn/j2hRg+6HBSQFOdJ9qSSZbdRKHiRMnsmrVKrKysjjjjDP46KOPACUi8Lvf/S7PP/88Rx99NJ999hkXXHABixYtQgiB2ex/jzIYDOqXvxNOOIHXXnuN1NRUFi9ezPHHH8/MmTP5+OOPQ6YC+wSv/VNvAI8xuNhd6MVDoPjXY7/EKAU2j18ADCX++Rp97PxkFmZV+NOIgL40ZI3wpzT48D76Ov96I/5Ep7KPLgKEP20c3sASPv13E9t4kKf5Ez/GqNn/Iy4jFSvXciG5ZOCTC2f9Pcv7xyoS4tdpu3mo+C0+zN6MFovFwimnnMJ5551HSUnJgP9F8UR/DdV9oBM7+tyJjOOeZ+JtQkKj+ycyun8iMxz9k8gC4NvArUKIXCmlL8hsKfBWiLG3AxnAHCllD4Ewkdm8eXOP6JbeaO5yqeu+2md9IV9TU64+yk7Aoez0OLtp3aCkiKaOLcOSk9lnW4IRQlB06jHs/dfTSJeburc+YcS5J/fpGrH4NB6EsrNH/b8Q9R2rnnhZiUQBRl60HDEEQnYy+PTo0VksKMvk8/2tNHa6WPXlIb53VGyNUWwjNDUAB0kATAaf+kgmW3USh82bN/Pmm2+ydetWFixYQGdnJw0NDYwdO5Zx48Zx9NFKhNjChQsZO3Ys27dvp6ysjL179zJz5kwADhw4oEYmT58+nVtuuYV58+Zhs9nU+yxevJhbbrmFe+65J6BWlBQmds/6Pc2FMab+Bp/jFQENHiX9N1gANAStCw9MPnY1u96aH5TqK1TBTwSLf966gMKJUvPP4a33p/kBOpzo11chMDCaL3L6r+/Yb/kbv/TW+FvADFZwqnrnIvL5Nd8LchysvrmJubdm8mHWBh4reoc1GTsCrpqRkcEZZ5zBmWeeGRBlPpzQX0N1HwxHTrp/7ZDc52dtX2D/46pBvccp1Z8M6vUHE9tNlw26f5IZ3T+R0f0TmeHon4RtAiKlXIvSxOPfQogjhBA3AWcB9wkhUoQQ44UQJiGEATgbuA+wePf7ltzwd0hetA1AcvrYAASgMN1fPLu2PfpOwMG0bdmJx6Gcn3XElF5GR0/Rqf6Itrp3Po0wcvixqaZDrf83K0T0n8fl4sCTSjciYTRSev5pQ2leQiOE4PtHlWHxvqr9d3Md2+qiqxMWjK3Un+batb//TUV0dA5XHnvsMb766is+//xz7r33XrUeZENDA2vXKl8et2/fTnV1NVOnTuXss8/m4YcfxuVyUVtby/PPP88ZZ5wBKNGAixcvDhD/fCxevJhHH32UP//5z2rquUG6sKeM8jfxqNkEb14P+z8NavAhQ3cCDtMd2OAGsxuMLqX7r9EFBpe3+Udwow/pb+4RcvGm9+KQCLuELqkIfu0g6pXFJ/4NTqRf+JYhMsTdjmS2un4fT4a8lva8buGmxtLE+VNv5Ybx/8SleVsrKCjgqquu4rHHHuOyyy4btuKfjo6Ojo6Ojk6ikMgRgADnAv8GPkHpCHyOlHKHEOJY4F1gDMpH40zgV95Fy69D7EsotDWRoqVJEwGYG0MEYFGGXwCsbouu+3EoO5u/2qSuZx0xcL/qZs+bjjEtFXdHJw0ffImUsk/Fv2PxaTwIZee6g/5CxzNK0nscr3/nMzUireDEowJSVQeTZPFpUYaFsydl8NSWNiRwx0f7uPPMSRgNffvabM7OwJSRhqutg859BwfF1mTxKSSXrTqJQ7h5k5mZyYMPPsiPfvQjWlpaSE1N5c477yQ3N5eVK1eybt06Zs+ejcFg4IYbbog6/ctoNDJz5kzOO+88Hn/8cQ4Zysk5+BqHxn0fdv4PnvX+YNLZAEVHaqL7RPjIv6D1FAnp2vRfTcMP4QmM/hMeaN5dpAh9Hk19P03En7/7r1Ci/bqATu+jT4Skb8Jf4NjQVfu0ol/Po8qeT1lNKUWMxl8j9AQWcxYnsZi5XMn5Pc4T3jTfToOd5/M/4PGiNyk9MIZdKUrzo5qiNspTyvnGN77BcccdF5DuPZzRX0N1H+jEjuurLfE2IaHR/RMZ3T+R0f0TmeHon4QWAKWU+4ETQux/j54FapKS4GL90dDU2c8IwDQLBqEEPVS3RRcBGMrOpk/9of8582b02Y5wGMwmco+cRd1bn+Csa6R96y4ypoyL+vxYfBoPQtm5LqD+X08BcP+j/1XXR150xuAYFoJk8SnA2dMKWF3dze4mOzsaunhpSz1nTeubUCqEIGXUCNo2bcdeVYN0uwc81TqZfJpMtuokDsHzZtGiRbzzzjsAHHPMMbz99ts9zjEYDNx2223cdtttMd/3+OOP54EHHsBmX0thy06qR/0fsvQ4sOaAowl2/w+cdjDalHIKnigEQO+jxSsCmjyaBiCq8NezuYe9LkMRAIOFP3dQFKDdm+rr8Nb+89b563/UXzSdfwPTf3ezh29zDW/zPldwEffzF/WYQPA8/yQwhNJ3DUmjqZWnCt/gmYJ3aDUpEdjmWqWR1rRp01i5ciXz589PiBrMQ4n+Gqr7QCd2PPur421CQqP7JzK6fyKj+ycyw9E/CZsCfLhw4MCBPp/T2M8agEaDoCBNiQKMVgAMtlNKSeNnXyvXS08ls2JCn+2IRN6Seep6/fur+3RuLD6NB8F2djjdbKtXvjCNyraRGyTu2g/VUfeWUqPENqKQgqULh8ZQksenANUHq/jBIn+X54e+OhQgmkdLyiilCL10ubEfrB0w+3wkk0+TyVadxCFe8yYjI4NFi5TO3SZXKzm174AxBeb/DBb/BS7ZAcIWPtU3TOovbjC5weJL/XV7U3+9i5r62+1/LJm9Q03zFU4QDu/ia+zRBjSBaEFJ+7WjEf9i69urnBs7ueTwJcoPfA/xFHvZr7lqqAUOWGr4Y9lDLJ9+Aw+UvKyKfwDLly/nr3/9K3fccQdHHnnkYSf+gf4aCroPdGLHctZx8TYhodH9ExndP5HR/ROZ4egfXQBMQgJqAMbQBRig2JsG3O500+5w9TK6Jx079+GsU3qz5MyfOeDRUfnHzFfXGz74ckCvnaisrWrD4/2+d8SIntF/B554GTxKPljpBacPSfOPZGVaUTonT1TSjTqcbu7/ou9pvD4BEJTOyzo6OsnDaaedRnp6OobCWWTXvKWIarN+BDOvB3N2n0Q/tVOvSxEATdq6f9qlW2DolohuMHgX4fEKf05F3BN2RfgT7UAriGYQTUCHNzoQrawW2KIjvPwWOxLJQQJfH7PI4gdcyTjGcB9/ZgTFYc6GypQ9/GzMnfy6/J88U/g2DoPy+cRoNHLiiSfyr3/9i8mTJ1NRUdFPS3V0dHR0dHR0dPpLQqcAHw6MHj26z+c0dmprAMYuAK7zahrVbU7GWyNPhWA7W9ZsVtdzFgxc+q+PtInlWIvzcVTX0/TpWjwOJwarpfcTic2n8SDYzi8OtKrr88oCOypLj4cDj7+kbAjByAtOH3T7tCSLT8Fv6xXzRvDxnhbanW7e3N7ICeNzOaK0Z2OVcKSW+etede07CEfPjjA6djuTgWSyVSdxiOe8mTZtGiUlJWzf/jU5QErbNrpSJ4bo7CuUNGB1He8YGbjtAbM3BdjsS//1pf26habLr1CagXiXqrcmKxF/3u6+OFC6+zZ7RUHvjz49e/AqtfvCi3z+2n6hK/z1rAQYvP4SL3Erv6GBBirZiBmDet5PuJ5b+DEmDAQUI0QRDb/M2MBDRS/wWdY6AIzCSHZmNnaHndNOO41zzjmHwsJCADo6NC2MD1P011DdBzqx43zitXibkNDo/omM7p/I6P6JzHD0jx4BGGeampr6fk5ABGBsGm5RhlVdPxRFGnCwna3rt6rrWbMGrgOwDyEEeYuVNGB3l52m1eujPjcWn8YDrZ1SSr70CoBmo2B6cWAEYP37q7EfUGoQ5B+3kJSR4SMyBoNk8Sn4bc1OMfOteX4R7y8f7qPT6Y76Oimj/ed27q0aOAO9JKNPdXT6QjznjRCCU045Rd3Or36uZ6Sfy9f9V3gXwC29j95tl398qgtsLm/3X23UnwsM3RKDL9JPk+6bNapOSfftUCL9RK33MaL452+nEeEvRCvrBQuH0XA3d/IlX7Kb3TzOEwHHUknFpP5GrFzPjZu3sj/h0sk3cfXEX6viH0B6ZjoXXHgBjz32GFdddZUq/oH++gG6D0D3gU7sGGdG1wjqcEX3T2R0/0RG909khqN/dAEwzrS2tvY+KAifAJhuMWIxxfYUlmb6BcCqVnuv44PtbFlfqa5nTp8Ukw29UXC8v8Zd7esfRn1eLD6NB1o79zXbqetQntfpxemkmAPTew9omn+UXTx0zT98JItPIdDWZZPzmOltplLT7uxTKnDaWH8dwc6d+yOMjI1k9amOTrTEe94cf/zxTJ48mawRU8mr+x9GR4si5tlbYP3f4JmJULc+KNW3p/Dn69Zrcyn1/0wuf4qvmurbLRBOFBHQ4U317YKMUQ2IVq/o1+rd36v4Fy3Rj5Qh6gn+nFsAmMlMSijRHAm8rkM4eT7/db4x7Xv8ZNyf2Jy2Qz1WXFzM97//fR599FHOOeccMjMDo9ch/vMgEdB9oPtAJ3aMU8fG24SERvdPZHT/REb3T2SGo3/0FOA4E0sxbF8KcKzRfwAjszQCYIuj1/FaO6XbTduGbQCklJVgyc2K2Y5I5C89EmE2Ibtd1Lz6AZN/ex1C9P6FJ1kKjGvt/OJAm7o+d2TgFyhHbYMqgFoL8yg48eihMVBDsvgUAm01CMEPF4/iO89txeHy8PKWehaPyeaIEb2nAqeMGoEwGZEuNx079w2qnYlOMtmqkzjEe96kpaUxefJktr7wAkYgv+4Fagouhe2PwerrlEGb74AFD/bo9hvQ5NaXAuwBs9ub/uv2dv71pvoaXGBwS4RLqJ19hR087SZo8YqCntBCn/Yx+Hhf6v6F2u/CxX94nL9xG4/yLFPxR+wfzSLe432O4ShvwxGP5kxBu6GDF/L+x6PF/6He0hhw3bFjx7Jy5UqWLFnS6/Mc73mQCOg+0H0w2AghbgR+E7T731LKq+Nhz0Ai7b1/Tzmc0f0TmWT2z0n3rx30e/w0if0zFCTz/AmHHgEYZyZN6lv0XFe3G7tL+ZAe3CW2L2gFwANRCIBaO9u378XdpUQNZs6cHLMNvWHOTCfXW3fNXlVDy5pNUZ3XV5/GC62dX2rq/80PEgCrnnoF6VJSV0vPPw2Deeh1+2TxKfS0tSTTyv9pU4E/2EdXd++pwAazidTyUgA6du9Hejy9nNE/OxOZZLJVJ3FIhHlz1llnIYTAlFZEettX4HJB+TfB7P3hyt4ILk9g1J+r5yJcYOpWov+Mvsg/b6qvwdfZ1y4QnRLR7o32a4Z9f5iN6JIB2ppWxAsXAdjbT13RNgB5lH/yPS5lG1v4M7f2OL6YxQR/FKw3NfD30n9y2owLuWPUP8nPzFePzZo1i9///vf84x//YOnSpVGJOokwD+KN7gPdB0PAZOCvwCzN8uv4mTNwOP72RO+DDmN0/0RG909kdP9EZjj6RxcA48yWLVv6NF7bAKQ/EYApZiN5XgExGgFQa2erJv03a+bgfqArOetEdf3gM9EV4eyrT+OFz86ubjcbDrUDUJhupizbL85Kj4cDj72kbo+8cGibf/hIFp9CaFuXT81nRrEmFXh1dKnAaeNGAeDpcmCvqhk4I0l+n+ro9EYizJvS0lKWL1+Oq6OG7PZPyG16HQwZMP9+OHk9HPUCuA090n21i7EbMrvB2h0o/hm84p/BDgZfnb9WgWgA0aikAI++6cuwEXy9RQAq+LqVhNofarwIOPYNLiEPRcCr5hAuujVjA6+x17qP3436E8unn8/DxU/SYewEwFHSzeLFi7nrrru4/fbbmTdvXlTR+D4SYR7EG90Hug+GgAnAB1LKrZqlOt5GDQS2Gy6OtwkJje6fyOj+iYzun8gMR//oAmCckTLUB/vwBDYAiT0CEPxRgC12F20OV8SxWjtb1vk/xGXOGLwIQIDi04/FkKLYeejFt/A4em9Y0lefxgufnRuq2+n2KOtzR2YGfLFq+OALOvcoDSjyjplHavnIoTeU5PEphLbVIAQ/PGYUVm/NzJe21PP1wbYe44JJHTtKXR/oNOBk96mOTm8kyrw59thjvWuC7Nb3lOYfI86D9OkRhT+8nXsNLkjtBnM3GJ1gdCiLKvx1gmgBUed99Kb7IsFg8qgNPYLFv1BiID2Oi4DzA0eAT8Sz08XD3MnzPBIwMo10/sjdvMz7vMTbmDD3uMbG1E38eOxPOW/ahbxQ8DLdBuVzhtlsZtmyZdxyyy3ccsstMUdwJco8iCe6D3QfDAETgP8TQuwRQuwSQtwqhLCEG9zW1kZra6u6OBwJnOZm0itWRUT3T2R0/0RG909khqF/ht9flGRkZ2f3aXyjVgBM7d/TV5plZZ038qyqxcHkwvDX09qpjQAcbAHQlJ5G0alLOPTcG3Q3tVL39qcULVsS8Zy++jRe+Oxcvd+f/htc/2/fQ8+r62WXnj0kdoUiWXwK4W0dkWnlinkjuOfTAwD89cN9/OOcyT0armhJn1CurrdX7ib/2AWDbmcikky26iQOiTJvKioqOPHEE1n95Tpoepesto9oSVkcss6fumg6BhvcYHODya3t/utNAe7wCn5OryBIoLjX/nVBWPEveD3UdjChIv7aaOZ0plLHIYopZTkrSMUfSX4WK9Rfe6X6KPks4zMeKVnFVxlfBVwxNTWV5cuXc/bZZ5OXlxfBmuhIlHkQT3Qf6D4YTIQQGUAR0AycC4wH7gCyge+FOqeiooLOzk51+/LLL+eaa66hpKSEnTt3AlBUVISUktraWgAmTJjAgQMH6OrqwmazYTNIzixRhMP1rSZcHpidrQQU/K/GwpxsF0VWD60uwZu1Fs4doYzd3Gai3SWYn6N8p3mj1kJFposRNg8dbsEr1RZWlCpjK9uNeHbUY7vpMgAcj/0P0+wpGKeMQXbZcfz9SWw//iYYjLjXVeLevh/LeScA4Hz6TYyTR2OcMRFcLuz/71Gs116AsFlxb96Fe902LBco3eJbW1vp7OyksVGpdzp16lS2bduGy+UiIyOD/Px8du/eDcCIESNwOBw0NDQAMHnyZHbt2oXT6SQtLY2ioiJ27doFwLg0F1YDTM9U/PLCIStL8p3kmCX1TgOfNZo5vVj5W79uUb6HzcpSxr5cbWVhbjf5Fg9N3YL36y2c5fX3hlYTDg/MzXYhGnMQ+dmYl87DMKYU2diCY9VL2H6oRC65PluPrG/GfPoxig8fehnTkdMxThyNbOvAcc8zqn9dX23Bs78ay1nHKT584jWMMyeyefNmjEYjkyZNYsuWLUgpyc7OJjMzk337lB/Iy8rKaGtro7m5GSEEU6ZMobKyErfbTWZmJrm5uezZswdQovO7urpYWaqUlHq6ysppxU7SjJKDdgMbW02cVKgEfaxuMpNukkzNUPzy7EErJxY6yTRJahwGvmo2saxIGbum2YTJADO8/n7xkBVSLNhuugzPwTqcL7yL7bsrAOh+70twuTGfoHy2d/zzOcynHoWhrBhPXRPOx1/Ddu0Fil8++hrZ3oH5FKUOu+PBFzEtmYNx3EhkUysej4etW7cCkJeXh81mo6pKCeAoLy+nsbGR1tZWTCYTEycq/gTIyckhPT2d/fuVZoOjRo2ipaWFlpYWDAblnfvcEXZMAvZ0GtnTaeDYfOXfzUcNZoptHsanuZHA01U2zixxYDNI9ncZqGw3cUKB4pdPG83kWDxMTldKID1TZeXUIifpJgnbBKIgB+u3zlT88trHiPQ0TItmAWD/2xNYLjwFQ0EOnv3VdL/6CdbvnKOMfetzMBkxHztXGXvP01jOOg7DiAI81fU4n30b2/dWsnnzZgoLCzEYDFRXK4HJ48aNo7q6mo6ODqxWK+Xl5VRWKhpDfn4+FouFgweVjK0xY8ZQV1dHe3s7ZrOZ8ePHq1Hlubm5pKSkhPR3qDmbkZER4O/W1tawczYnJwdRmIPtpstwvvAuhrJiTHOUWsr2P67C+t1vIDLScG/bi+vTDVgvVTL1ul/+AJGfjWnhDGXsXx7FetlyRG4Wnt1VdL/zBdYrzlLGvv4JdXV11NXVATBx4kT27duH3W4nJSWF0tJSduxQmq8VFRUBUFOjZKWNHz+eqqoqurq6sFr9n/t6Qxxuv8i9/fbbmUDLzJkzE6IgcXt7O+np6VGPf25jLf/4TJngP14yihMnxP7h/D/ra/inNxXyxiWjOWFCbq92erpdvD3xJNxddlJGjWDJ6v/EfP9oqXv3M7664IcAFC1bwhEP/iHi+L76NF60t7eTlpbGxU9uoq6jG5NB8MzF00mzKPPSfrCW9+edi3S7sRbls+TL5+JS/89nazL4FCLb6pGSH72ynY3VHQCcNa2A7x4ZPqqyZe1mPj31/wCl/uL0O24eEjsTjWSx1e12s27dOoCs448//rBtOZko73OJNG8++eQTfvnLXwLQmHIiu3N+D1L4Bb/WzWCbANIcKAC6FPFvtBsyuyVpLkh1CGwOsDrA0qp0BjYDFpRHk+YxfWwz7l3ZGL3bvsWoeQxej2YxBG1/jzN5B6Vb/L95hRNZFjDO9+jBxQc5b/F48cNkuNJZm7lG9VFubi7nnHMOp59+OmlpaQPm+0SaB/FC90F8fTDc3xuEECagVEq5V7NvBfAokCalVKMHfO8PY8eOVQUGAKvV2qcvkDA0DQoAfvTA7/HsrhrUe5xS/cmgXHcofKT7JzK6fyKTzP4ZCt448htJ4Z++vM/pKcBxxverSbTUtPtTYIvSw0b2R0Vplk1dP9BijzjWZ2fbxm1qA5DsuRX9un+05C2ei7VQETpr3/wYZ2NLxPF99Wm82LdvH7sau6jrUD6XzSxJV8U/gP2P/RfpVn6pGXnRGXET/yB5fAqRbTUIwQ2LR2ExKnE0L26qY2N1e9jx6ZPGgjclu23LziGzM9FIJlt1EodEmjcLFy5k8eLF5BSUktv1JoWtD5PT/hoptY/BF8vgk2lQ9Zia9ks34FQW4QCTHYx2MHYIDK346/y5lKg8f+SfDIj4K7xgG6CNCvTV3ZMB+/0Enh8c8ddGM6/xeI/93+MXnMJ5vMLXLGVZwPUA7MLO8wVPcXHFOfxm7M/ZkbqNyvyt2Gw2SktLuf7663nkkUdYuXLlgIp/kFjzIF7oPtB9MJhIKV1a8c/LRpTfIkL+up+RkUFmZqa69FX8G0osK07sfdBhjO6fyOj+iYzun8gMR//oAmCSUdvmFwAL+ykAajsBV0XRCASgafV6dT1n/ox+3T9aDCYTJeecBIDsdlH94ltDct+h4NO9fjHzyNFZ6rqn28WBx5RoDmE0UnbxGUNu23ClNMvGZXOVrsASuP39vbTaQ9fANKba1E7A7dt2q4Ksjo5OcmEwGDj22GNpqqsCBGXtdzK27eeMavstNLyqDNp9C9jtqvCHQ2KzQ3YXmDvA1CwwNIChxZsCDBiQPdJ+Iy146/n5HyFQ9Avd1kMAz3AnZzKan3MRW1gTMHI6c7mLZ5jKjID9rcYWHiu+n4unn86do26n2upvgFQ2poyf/exnPPDAAyxbtgyLpX+fKXR0dOKDEOJiIcQmEdidZw7QJKUc2A5mOjo6OjpJjS4AxpmysrI+ja/tUARAg4D8tP59WC/JtGLwflQ40BpZAPTZ2fT5OnVfzoKZ/bp/Xyhdcaq6vm/VcxGLSffVp/GirKyMT/f5BcCFo/wCYO0bH+Gorgeg4KSjsY0oHHL7tCSLTyE6W8+eVsDUQiXK5VCbk1vf2YPbE3pOZUwZByidgDt2HxhSOxOFZLJVJ3FI3Hnj/7eenp5OZmYmZrOZlJJvQLcJHIAd6BKYOiClFYwNYGjzNv9wg0Fqm3QEN+3wb9c/NTGKzr/+zr2RMGCgAyWr435uDTNKuXKduZp/jfx/XDZ9OQ+X/oMWc7M6Yt68edx+++3ceeedHHnkkYOeJp6482Do0H2g+2CQeQ8YCdwnhJgnhDgHuB34a1ytGiCc/xk+P/wPBrp/IqP7JzK6fyIzHP2jC4Bxpq2t906kWmrblXTRvFQzJkPPSIG+YDIISjKUKMADLQ48EUS1trY2PM5uGj5SioWbszNInzSmX/fvCxlTx5PtjThsr9xN/bufhx3bV5/Gi721zWyv7wJgfF5KQETn/oc1zT8uOWuoTetBsvgUorPVaBD8bGk52TYlrXrtwTb+uTp0fYeMaRPUdW0DnP4y3HyqoxNMIs0bt9vNvffeG/LY6NGjmTatgvF5W8EpFPGvE2gFYwtY2sDUqXQANnh8kX/+JVLEX8rEphg6/0Ijh7ATWJ5gOVdQwmjO4v+4jj+FvMZ+204eHPn/uHL6mbxY9AR2o/IeYzAYWLp0Kf/4xz/4/e9/z6xZswgMFho8EmkexAvdB7oPBhMp5QFgGVABfADcCawCfh9HswYM4wRdPI6E7p/I6P6JjO6fyAxH/+gCYJxpbm6OemxXt5sWb6pif9N/fZTnKHUAHS4Pe5vC1wFsbm6m8dO1uFqVLyQFJxyFMAzt9Blz1QXq+p5/PBF2XF98Gk8+2dusrmvTfzt27afh/S8ASC0vJX/J/KE2rQfJ4lOI3tbCdAu3nDBGFdKf31jHG9saeozLOmKqut7y9ZYBsRGGp091dLQk0rzZuHEj9fX1IY9ZLBaMRgMWUUO6cy20Aa0gmsDU6q3/h7+ZhkFN2dWm7sqAbR9pRyhd3XrrAuxL/W2imn/wAy5jLP/l7oCxVmw8zVZ+wb8oY1zA37A17Wv+OO56rp+2kpeKnqA0U/nAarVaOfPMM1m1ahU//elPGTcu8LyhIJHmQbzQfaD7YLCRUn4spTxKSpkipSyVUv5ESjks6pYYZ06KtwkJje6fyOj+iYzun8gMR//Er6uADkCffoH3NYuAgRMAK4rT+dhbh279oXbG5KaEHCeEoPa1D/33P+WYAbl/Xyg8eRGp5aV07qmi4YMvaFlfSdaMnv8ohyqqob9savSo60dq0n/3P/yCul72zbOGXGgNRbL4FPpma0VxOt8/aiR3fKS0g//bR/sZmWVjapG/CH7WzMnq+kAKgMPVpzo6PhJp3jQ09BT3Q2G210MNICU2BDaUKvrB4p+yLnqsBwuDeEQPwc9f86+nf9pp5iXuQiJ5hv/HOVxDGqkBIqDvOh7crMv6iFeKH2J7+vqA6+SMzeKY6Rdz5plnkp2dHdXfPlgk0jyIF7oPdB/o9APPsNAxBw/dP5HR/RMZ3T+RGYb+ib+ycJgzZcqUqMce0tTpK84YGAFwRkm6ur4+QjfUKVOmqOm/wmQk/7gFA3L/viCMRsqvPF/d3nrLHSFrAfbFp/Giw+lmR6tie0GamXF5ivDq7nJQ9dQrAAiLmdLzT4ubjVqSwac++mrrssn5nDE1H4Buj+TXb+2iVtNt25KXTcoopWlI64ZKPN2hG4YMtp3xJJls1Ukc+jNv7rrrLpYuXcpXX33FggULApbJkyfz4osv4vF4uPnmm5k2bRozZszg7rvvDnmtqqoqXn755aju62xNA/lb4CYsgA2t+KcIfVqxzxCia6/Q/HfoD/NC1P3zS4ISd8C5o5jMMazESioncSku/D/8+c53iW4+ynuJX0y9gDvG3xAg/hUUFHD11Vfz29/+lksvvTTu4h/orx+g+wB0H+jEjv32R+JtQkKj+ycyun8io/snMsPRP7oAGGcqK6OvKValEQBLM60RRkbP2NwU0ixKAfB1B9vCNkLY/NkXdGzfA0DmzMmY0lIH5P59ZeSFy0kd621I8tk6Dr3wZo8xffFpvPh0bwvdXl8fOTpL/WX84HOv092kFHkvXn4clrzseJkYQDL41Ecstl61cCQzvWJ4U5eLn7++kw6n/xef7DnTAKURSOv6rXGzM14kk606iUOs82bNmjVqvb45c+bw+eefq8vf/vY3xo4dy6mnnspTTz3F2rVrWbNmDR9++CEPPPAAX375pXqdlpYW7r77bq644go2bNgQ8Z5SgsNRSEfrFcAtwF8wsA0Lwem/wfX/gpuABC7FP1wD9Kz7d4it/INL+CM9f+S5gtt5hD1cye1k4I8Otxs6ebfgSW6uOIt/l/+agym71GPl5eXceOONPPzww5xzzjmkpISO5o8H+uuH7gPQfaATO9YfnN/7oMMY3T+R0f0TGd0/kRmO/tEFwDjjdkcfVlrVohEAswZGADQaBEeMUISPVoebbfWdIcd1fu0XPXIXzhqQe8eCwWphym+uVbcrf30XrraOgDF98Wm8eH9Xk7q+ZGwOAFJK9t73lLp/9BUrhtyucCSDT33EYqvJIPjF8WNUYX1Pk53fvb0bl1ekzT16tjrWFwkbDzvjRTLZqpM4xDJvWltb+dGPfsQtt9zS41hnZyfXXHMNf//737FYLPz3v//liiuuwGq1kpWVxdlnn80rrygR1G+++SaXXnopL7zwgmpHWlpaj2tqOXDgOuBiv/18gBmlVooBvwgYSfALXgwprh77QHIHZ/IRj7CO16nkk4DjBYwkmwLVjnZTIy+PuIdfTD+dNblv02SpUY9VVFTw29/+lvvuu48TTzwRkynxKrvorx+6D0D3gU7siBRbvE1IaHT/REb3T2R0/0RmOPpHFwDjTGZmZtRjD7QMfAQgwPwyf4TB5/taQo7xbNihrufEUQAEpQFJwQlHAeCormfb7/8RcLwvPo0HbQ4XX1Up3fDyU81M89abq3/vc9q37QYgZ8FMsmdPDXuNoSbRfaolVlszbSZ+d/JYMqxKROxXVW3c/cl+pJTkLZqjjmv8eE1c7YwHyWSrTuIQy7y59tprue666ygtLe1x7K677mLJkiWMHz8egN27dzN69Gj1+MiRIzl06JB6744O5cchm83GxRdfzOOPP84tt9xCfn5+wHUNBiNSWrBaq4BrMZnOICvzH+Slz8KEO0D889UBjCwEKg1BAOybc0OmAJ/OTQCkk0sD+wPs8V2nwXKAZ8tu4zfTl/NGyYN0mlqpL92DyWTiyCOP5I477uCvf/0rCxcuxJAAtWLDob9+6D4A3Qc6sePesjveJiQ0un8io/snMrp/IjMc/ZN4PxUfZuTm5kY99qA3BTjdYiTLNnBP3bwy/4eyNVVtXDY38Lj0eGj/SBE9DDYLuUfNJt5MufWHNHz8FZ4uB/v+/Sw5C2ZQctaJQN98Gg8+3tOiRpYdMzYbgzf9V9vZePR3VsbFtnAkuk+19MfW0iwbvzpxLD/53w66PZJXtjYwItPKedNLsZUWYa+qoenzdbjaOzClR44mGkw7h5pkslUncejrvFm1ahVZWVmcccYZfPTRRwHHOjs7WbVqFe+88466TwiB2WxWtw0GgxoBN3/+fObMmUNBQQGXXnqpKvotXryYo446io0bN9LQ0IDdbud///sfe/Y0kJ//AkVFj2I2twDeH5achXj2/whD89KgGn8+IVBoRL9AqU8AWz6p4m1+zoXcSwY56tij+SbddHAcl5FOBiDV8w6mbOXD4ofYkPM2UvibRZlMJuYvmMeKFSsChM9ER3/90H0Aug90Yse1ZuAasA1HdP9ERvdPZHT/RGY4+idxfzI+TNizZ09U45wuj9qYoDTLOqDd1PJSzZR5U4q313did3kCjreu24qzRumgmLd4Hqa0+NcWSh09gsm3fF/d3nD979UOrdH6NF68u9Of/nusN/23Ze1mGt7/AoCU0SMoOmVxXGwLR6L7VEt/bZ1enM4Nx4xSt/+1+iAf7Wmh8MSjAfA4nNS/+3m/7gGHl091Dk/6Om/efPNNPvzwQxYsWMDVV1/N1q1bWbBAaTj11FNPMXfuXIqLi9XxZWVl7N27V90+cOAA5eXlgCIO3nrrrdxwww09Iv6MRiMzZ85k6dKlLFu2jMWLF1NcnIbNVoXJFBQFb67FPvZGnNlv91L/TwR0/xXAR/yd22uOZQ1P8S5/V9N/QWDGzClcQyoZ6v7dGat5aML3uHvqxazPfVMV/1JSUjj33HN5+OGH+fGPf5xU4h/orx+g+wB0H+jEjvWiZfE2IaHR/RMZ3T+R0f0TmeHoH10ATBIOtTnwtecYMYDpvz4qipU6gG4JlbWBNfVqXv9QXS9MIGGq7LJzKL3gdEBpzvDFyutoWbs5zlZF5mCrg7UHlfTfPCtMKlCaqez8+8PqmDHfuxhhNMbFPh2FpeNzuWS2X2j443t7sB85X92uee2DeJilozOseeyxx/jqq6/4/PPPuffee5k8eTKff66I7a+99hrLlgV+CDv77LN5+OGHcblc1NbW8vzzz3PGGWeox41Rvo6effbZVFdXAxD825pEUltby4GcnyGCOvaG7v7r357GcgxCseFrngU86hgfHtxsyX6L58b8nIcnfpedmf4fF7Kzs7nssst47LHHuOqqqygoKEBHR0dHR0dHR0cnVvQU4DgTqs5RKAar/p+PiuI0Xq1Uovw21HQwc0SGeqz2Na8AKASFJy0a8HvHihCCqX+4gc7dB2j67GtcLW18seJaxv+/G2Fq4tTP0/K/rfXq+ikTcxFC0LZlJ7WvKoKStTifkSsT75eGaOdpIjBQtl50RDEHWx28taMJp1vyx6YMrshIw9PWQd2bn+DpdmEwx/4Sejj6VOfwYqDmjcvl4tNPP+W2224L2L9y5UrWrVvH7NmzMRgM3HDDDUycOLHP19+yZQsOh6PHfrfbzZ49e2hubsZoPEhxyjOUdZ3fo/4fSPbwNimkU85CdX8eYzg591qyGiZyNJchMIA3VdgtHGzMe5kvix6lyabUAMzPLKS+tZaSkhK+8Y1vcNJJJ2G1Dvz7/VCjv37oPgDdBzqx43zxvXibkNDo/omM7p/I6P6JzHD0jx4BGGe6urqiGlfV6v9yMnKAOgBrqShKV9c3Vber6517DtC+dRcA2XOmYS1IrBouRpuVOY/9Wa1L6GrrYOt3fsn67/8aR11jnK0LxOn28Po2xSaTQXBksSIe7fjzA+qYMd+9CIPVEhf7IhHtPE0EBspWIQTXLR7FDG90bJMLto1XhGVXazuNn67t1/UPR5/qHF70Z94sWrRIrfdnMpnYt28fY8aMCRhjMBi47bbbWL9+PV9//TXf/OY3Y7pXQ0NDyP0GgwEpldh7t9tNl3FngPjnoIkv+AN/wcITnMib3ADeNGC8Y74x+1oWcyVmrAjAaWzni+J/c//0M3hz9B9U8Q+gYvZUbr75Zv7973+zfPnyYSH+gf76AboPQPeBTuwYRujRz5HQ/RMZ3T+R0f0TmeHoHz0CMM40NjYG1DQKR5U2AnAQBMDiDAu5qSYaO11sru3A7ZEYDYKa1zTpvycnTvqvFlNaKnMe/TPrv/9rav73PgAH//M6tW9+wsSfXUXZN89EJECHxI92N9NidwGweEw2ro4Wmtc0U/PKewBYCnIZedEZEa4QP6Kdp4nAQNpqMRr45Ylj+NlrO6ms62TrxOmMX6vUaqx+8S3yj5mXEHYONslkq07ikCzzJlxzAiEEY8aMYdu2bRQUFFDScLIq/tXyKW9xEa34u8Pt5xP28iETOEYdlzq/Gvubo+g017Gp8HE2FTxHtzGwzMasWbNYuXIlc+bMGdD6volCssyDwUT3ge4DndgxzZuG650v4m1GwqL7JzK6fyKTzP456f7+BWNEw8+S2D/hiL8qohMVB1sHNwVYCMF0bxRgV7eHXY3KL7W1ryVm/b9gjKk2Zt1/K9P+fBOGDKWunquljc033c5np32H1g2VcbYQXt7iT/89bXI+Ukoqf3uPum/8Dd9KiAYrOoFkWE3cdup4KorS2D1xGk6L8u/vwLNv0N3cGmfrdHR0+oPb7Q7oLByM0Whk0sRJ5GdOIq39CG/3X9jEvbSym+O4gzN4nAKm8Q2epBylWZBPxus2dvLRqFt5ouIMvi5+RBX/hBAsXryYu+66i9tvv525c+cOS/FPR0dHR0dHR0cncdAFwDgzZcqUqMbtb7EDkGUzkW4dnMDNacX+NOB1B9tw1DbQtHo9AKnjykifUD4o9x0ohMFA2cVnsuSTpxmxwl9Hr2XtZj5d9m0OPvt63Gzb3djFxhrli9/obBvTi9MoONRCkzeNNHXMyISN/oPo52kiMBi2plmM3HrKOKaNyWfT7IXKTruD//3lSTVFsK8c7j7VGf4k+rxxOp3ceuutvPrqqxHHGQwGrPaROC0HvB+a3JTYZgGw2bCKcZzCVaxnOisxYEQADakbeX/sj/nbKzfSkrkDj6EbALPZzGmnncaDDz7ILbfcwqRJkwbzT0wIEn0eDAW6D3Qf6MSO/faH4m1CQqP7JzK6fyKj+ycyw9E/ugAYZ3bs2NHrmKbObho7ldTR8hzboNkyu9Tf+OOTvS1UPf0qeDwAWI6aNWj3HWj2NTcw4+8/Z/7zd5M+UakZJbtdrP/er9l04+24u3oWex9sXtE0/zhtSj54PGz81d/VfRN+cmW/GkoMNtHM00RhsGxNMRv57Unj4JzT1H1dz7zE7e/uxuHy9Pl6uk91hjuDOW/uuusuli5dCkBTUxMXXngh06dPZ968ebzyyisAeDwebr75ZqZNm8aMGTO4++671fM7Ozu5+eab+fBDJcrdaDRyzjnnkJ+fH3Afs9lM2cgx2FKs1I24m5qiB1k/fTktUx5l9OjRjJgp+Hz6RdRkv4fEQ03mx7w78Tu8MeUy9ue8y+nLT8MwpoG0tDTOP/98Hn30Ua677jpGjhw5aL5JNPTXD90HoPtAJ3as3zk33iYkNLp/IqP7JzK6fyIzHP2TuIrDYUJ3d3evY3Y0+Asnj88bvBTRUdk2RmXb2NdsZ1N1O/see0k9lnLSkYN234HG59PcI4/gqLdWsfnmv3DgkRcB2P/w8zR9/jWz7r91yCIau7rdvLVdaf5hNRk4cUIue+9/BueOfQBkzpxM8fLjhsSWWIlmniYKg2mr1WTgpm8ezUtPzMS6dh3ZTQ189OI7/KhtMb88YQz5adE3cNF9qgMghCgB7geWANXAL6WUj4UZ+3PgGsAKPAP8QEqZsJX1B2verFmzhnvvvZeioiIAfvzjHzN9+nQef/xx1q9fz5lnnslJJ53Ef/7zH9auXcuaNWuw2+0cd9xxLFiwgClTpnDjjTeybds2AGw2G7fccgvz5s3jO9/5Dhs3bqShoYG8vDwKCgp45JFHaCxoZcfXVVRLJV3YIAyqWOgw1/LV2BvZ7Cyhy3oowNbs7GxOO+00li1bRnp6Oocj+uuH7gPQfaATOyLr8HztjBbdP5HR/RMZ3T+RGY7+0SMA40w0Xwh2NHSq6+PzUwfTHI4uzwKgZO9O7LuV7oS5R80mZ9LYQb3vQKL1qcFiZtqfbmTa//sJhhSldlt75W4+O/1KGj8Z/MKhAK9sbaCzW4kQO25sDuJQNdtv+6dyUAim/Pa6hGhSEolk+uI62LYahOCoGy9Vt49+6yW2V7fx/Rcq2VTTHuHMQHSf6nh5EqVk3GLg18D9QoiFwYOEEJcD1wFXAKcAc4D/N3Rm9p3BmDetra386Ec/4pZbbgGUSL533nmH66+/HoAZM2bwwgsvAPDf//6XK664AqvVSlZWFmeffTavvPIKKSkpjB49GoCMjAz++Mc/Mm+e0tDHaDQyc+ZMli5dysyZMxkxYgTf+973GDmqmE7TTn8LYC3efVrxr6ysjB/+8IcsXryYFStWHNb/hg7nv92H7gPdBzqx4/b+YK4TGt0/kdH9ExndP5EZjv5JbNXhMKCgoPfW0toIwAl5gysALh2XA0DFV5+q+0ZeeHpUdiYKwbYKISi76AyOev3fpE8ZBygNQr5YeS2773k85hpu0eBweXhmfY26fXZFPpt+9EfcXUpNx1GXn0vO/BmDdv+BIpmf/8Eg/9gF5B41G4CchjoqvvyYxi4XP35lB69q0r0joftURwgxGzgKuFxKuVZK+QjwPIrIF8z1wB+klC9LKT8DfgJ8Uwgx8F2hBojBmDfXXnst1113HaWlpQDs2rWL/Px8fvOb33DUUUdxwgknUFtbi9lsZvfu3arQBzBy5EgOHTqEwWDghz/8IcuWLeMvf/kLU6dOjXjP9PR0jjzySFwuV6/2lZWV8ctf/pL777+fU089Ve96iv76AboPQPeBTuy4Pvo63iYkNLp/IqP7JzK6fyIzHP2jC4BxZvfu3RGPSynVqKIUs4HSrMH9rjc6J4WpaYJJG9cAYMhIo+i043q1M5EIZ2v6xHIWvvQP8o9Tgmtkt4vK39zF+u/9Grd9cOoC/m9rPU1dypfGxWOyMb3yBg0ffgmAsTCXiT+7clDuO9AMh+d/IBFCMPHn31W3j3nvf6R0tOHySP760X5+89YudjVEzszUfaqDEvW3QUpZo9n3IRBQE0AIkQNUAG9qdn8MpALzBtvIWBnoebNq1SqysrI44wx/w6T29nZ27NjBwoUL+eSTT/jzn//Mt7/9baqrqxFCYDab1bEGgwGTSal8YjKZuP766ykvL4/q3q2t0XX8vuiii1i0aBEGb1S3/m9H9wHoPgDdBzqxY70scZvkJQK6fyKj+ycyun8iMxz9owuACU5Vq0NtAFJRlI7REJx7NPAcv28j5m4nAC2LjsaYkrABJn3GlJ7G7Ef+xJjvXQRC8eWh595g9bnfx1HXOKD36up285Qm+u8cQyNbfn6Hup37w0swpacN6D11ho7s2VMpPuN4ACxtbVzy7nPgjSb9aE8L331hK3d/coAOpzueZuokNuXA3qB9B4HCoH2jUBJN1bFSyg6gNcRYlba2NlpbW9XF4Rj6BkgDyZtvvsmHH37IggULuPrqq9m6dSvLli0LEAVnzZrFuHHj2LlzJ2VlZezd63fvgQMHohb8gsnLy4tqXHATER0dHR0dHR0dHZ1EQW8CEmdGjBgR8fi6Q/6aYjNKhqZ+Ss477+K767uT5nKOR/ZqZyLRm60Gk4lJv/ge2XMrWP/dX+PustPy1SY+PeUK5jxyOxlTxw+IHU9+XaOKt8dmeqi9/td4HIqwOuqycxhx1kkDcp+hYDg9/wPJlFuvp+Gjr+hubCbts9XcuGQh9xVMo8XuwiPhxc11fLi7iUvmlHDSxDxMGgFf96kOkA4Eh4q2A8G/DPhe/EONDfvGUFFRQWenv4bs5ZdfzjXXXENJSQk7d+4EoKioCCkltbW1AEyYMIEDBw7Q1dWFzWajrKyM7du3A1BYWIjBYKC6uhqAcePGUV1dTUdHB1arlfLyciorKwFFCMvMzGTz5s0AjBkzhrq6Otrb2zGbzYwfP54tW7YAkJubS0pKClVVVQCUl5fT2NhIa2srRqORSZMmsWXLFm6++Ways7PJyMhg3bp1bN26lZUrV/KrX/2K999/n8LCQoxGo9pw45JLLuGll15i3LhxOJ1O1q5dyy9+8QvVpqlTp7Jt2zZcLhcZGRnk5+erUUojRozA4XDQ0NCgjj333HMxm81UV1ezZs0ali1bBsAXX3yBzWZjzpw5mEwmXC4X+/btw263YzAYcDqdagdUX+OSmhrlx6Hx48dTVVWl+nvUqFFqc5KCggJMJhOHDim1BceOHUtNTQ0dHR1YLBbGjh3L1q1bAUWgtFqtHDx4UPV3fX09bW1tmEwmJk6cqP7dubm5pKamcuDAAQBGjx5NU1NTD39LKcnOziYzM5N9+5QaOGVlZbS1tdHc3IwQgilTplBZWYnb7SYzM5Pc3Fz27NkDQGlpKV1dXXR3d7N582amTJnCjh076O7uJj09nYKCggB/O51O6uuVEgqTJk1iz549OBwO0tLSKC4uVudscXExHo8nYM7u378fu91OSkoKI0eODJizQgjV3+PGjePQoUN0dnZitVoZPXp0RH/X1tbS3t4e0t82my3knA32d05ODtnZ2er2qFGjaGlpoaWlBYPBwOTJk9m6dSsej4esrCyysrL+f3t3Hh9Vdf5x/PNM9h0CCQlhCTsiSBWrCFJQXGvrWm1dsGrtZmt/1Vq7aKm2tdW6tVJrXap1X1q1i3sFUYsLisiibCEQIAQSCNnJJJM5vz/OTZiEZEhiJvfO8Lxfr/tK5t47M89858wkc+bcc9vlXVdXx549e/Zrs53l3djY2NZmJ06cSHFxMU1NTaSnp5Obm0txcTEA+fn5BAIBKioqABg/fjwlJSX4/X5SU1Mj8h4B0NLS0u49IjExsV2b/azvEa1tNiMjg61bt7blXVVVhYpezS/9z+0SPE3zCU/zCU/zCS8W85FIzn/mRQsXLswEqqdOnUpcXJzb5VBeXk5ubpcDOPjdG5t5Y6P9x++Pp4/nkNzIjhirXbORJcfNs7XlFfDY937Gb04ZQ2GSP2ydXnKgTEPVrF7PRxdfS+N2+49tXFoqU+66nrzT5nymGspq/Fz+7BqaWwypzX5++MyfaVxjPwAOnD6Vzz9zF7uq9sRkpm7r71p3vPAGH19+nb3g83HIgvm8O/YwHl++E38g2Lbf0Mwkvj4tj9mjB+IT0UwjoKWlhRUrVgBkzZ07t3vHbLpIRG4HRhtjzgpZdxrwiDFmUMi6KcBKYIAxpjpkfQVwmTHmPyE32/Z3bvTo0W2HogIkJSWRlNR/I7oj2W7+97//MX/+fBYtWsTGjRu55ppr2Lp1K+np6dx4443Mnj2bYDDIz3/+c1566SV8Ph8/+tGPmDdvXq/v8+233+ZXv/pVl9vnz5/PrFmz2q2LltdOJGkGmgG4m0G0/W2IpL78HHTSA/1zMr1rX32AwNuRva9TdrwTkdvtj4w0n/A0n/A0n/CiJZ+e/J3TQ4Bd1vptd2eMMawoqwXs/H/jInwGYICS+59p+331tBkgwqvrK8PW6TU9qTVz8nimv/wAWYfbSeBb6hv4+Bs/Z8UVN9Bc1fv/Ee97v5TmFkN8UxOX/Pvhts6/lOH5fO7+m/AlJsRspm7r71rzvnQcI77xFXshGGTtD37NMR+8zf1nT2TmyKy2/bbX+PndGyVc8fxa3impaht5EQ2i6fmPMmVAQYd1BUDHU46VhWwDQESSgUGd7NsmIyODzMzMtqU/O/8gsu3m2GOPZdGiRYAdZfT888/z4YcfsnjxYmbPng3YOf9uvvlmVq5cyccff/yZOv8AZs2axfz58/f70JyTk9Np5x/oawc0A9AMQDNQvRc/Y6rbJXia5hOe5hOe5hNeLOajHYAeFjr/36FD0todPhgJ9cVbKX3mJQDiM9MpnT4DgCWbq9i5NxjuqlEtechgjnrubvLP3ndIbtlzr7Hk+IupWPRej2/vw201LCmpZmDFTi584A6Sl68AID4rg2mP305STnaf1a684ZBf/5BhF34ZANPSwprr72TrN6/lxxNS+MOXxzM15PD94spGbvjvJu5Y2cw7JVUED7JR2KqdhcBUEQl9UzgeeD10J2PMLuwIwNCTg8wBWterfnLkkUfS0mLn9czLy+O2227j0Ucf7bTzTymllFJKKS/RDkCXTZgwoctty0tr236fmp8R0TqCgQArr/wVJmA/2Iy8/Dy+fNRIu83AW5WRH33YV8Jl2pW4lCQOu/uXTL7j5yQMsFk3bi9n2QVX8+H5V1G7ZmO3bqeyoZlb39jEocve4aI/38yg7XYOmrj0VI74282kjy/8THW6RWsNT3w+Dr31J4y64sK2dbvf/IAlcy4i7YWXueWU0dx86hgm5Ox7HW2tN9zw3018+7m1vLp+Nw0ePllIND3/0cQYsxxYATwkIoeLyE+AM4F7RSRFRMaKSOtcvfcB80XkZBE5CbgXWGA8PI9HLLab1rnOAKZNm8aBDqOLxQx6SjPQDEAzUL3XeOfjbpfgaZpPeJpPeJpPeLGYj3YAuqx18ubOvLWpqu33Iwoi2wG45cFnqV72CQCphQWMuuJ8zpiUw4Bk+9lzSUk1y7ZFx7Qp4TINR0QYdsGXmLnoUbJnHtG2ftcb77PkuHl88LUfsv2512ja03kO/uo6Hp3/V8645QZOfv7xtjMpp40byfT/3Ev2MYf3SZ1u0FoPTHw+Jsz/HtOeuIPkAjvRf0vDXtZcdwcfnP19xu/dw12nj+fGE0czZlBK2/VK9jRy+1tb+Orjq/jtok18uK3Gc6MCo+n5j0LnYE/68Q5wKXC2MaYIOBrYAAxz9rsHuB94AngKeBb4bb9X2wNeajfGGG666SaOPPJIDj/8cM4991x27NjBypUrOemkkzjiiCOYNWsWS5YsabvOXXfdxaGHHsrkyZP55S9/iTGm7YQRYE+ccCBeysAtmoFmAJqB6r3Ei09zuwRP03zC03zC03zCi8V89CzALvP7/Z2ur6hvYqVzBuBhWUmMDekw6Gt7S3ey4eb72i5PuesXxKenEQ9cftRQbnvLTjF197vbuPfsiSTEebvfuKtMuyt5aC6f//tdlP3zddbfdA+NpfbsgbsXL2X34qXg85E1dSLJQ3NJyMog2NREw5Yy9iz7hAkt7UdxDbvodCbe+H/Ep+3//H3WOvuT1tp9OcdP59jFj7Hu13ez9ZF/ArDn/RUsOW4eBV/9IlOvvJg/nzmBfyxZzZLKJD4tt2dH9LcYFhdXsbi4iiHpiZwyYRAnjssmNz3RxUdjuZ1pLDPGbAVO6GT9YkBCLgeB650lKnip3bz44ossWrSIN998k9TUVK699lruuOMOXn/9dW655RZOPPFEli5dyrx581ixYgXLli3j0UcfZcmSJaSmpvLlL3+Z559/vscdgF7KwC2agWYAmoHqPd+gAW6X4GmaT3iaT3iaT3ixmI92ALosLa3zs/q+8OkuWscAHTdmICKRmf/PGMOn1/6eloa9AAy/+CwGHnVY2/YTxmXz0trdfFpez7ZqPw99WMa3ju44Z723dJVpT4jPx9CzT2LIqbPZ8rdn2fLQc+zdst1uDAapXv4p1cs/bX+dkN8TjzyMKVd9nZy5x0S0zv6itfZMfEYah/7+WvLOOIFPfvQ7GjaXYpoDbHvs35Q++SK5p36BSXOP4pxzT2NdpZ/XN1SyuHgPtX7bgbyzromHl5Xx8LIyJuSkMrMwi2MLBzAsK9mVx+OFTFX08VK7GTt2LLfffjtpaWk0NzfT0NBAamoq5eXlnHjiiQAcddRRGGNYunQpL774IhdccAEDBgwA4Pzzz+fFF19kzpw5jBs3jtLSUgoLCw94v17KwC2agWYAmoHqvWDJdrdL8DTNJzzNJzzNJ7xYzEc7AF2Wl5e337qGphb+s8aeLS3eJ3xxwuCI3LcJBln/u3upWPguAIk52Yy/7jvt9vGJcOXMYVz5r3UEgvCPVeUkxAmXTMuPWKfkZ9VZpr0Vl5LEqO9eQOG3v0blO8upeP0dKha+Q/2Gkv323TMoh83jJjHm4tM57+yuO/4iUWekaa29M2jmEcxc9CjFCx6l5IFnCNTWY1pa2PnCG/DCG5T//kEKzjuVy756Gt+ZPpn3ttTw8rpdLNtW2/YFwLqKBtZVNPDgB2UMy0ri6OGZHD0ii0OHpPXbaFwvZaqih5fazcSJEwF4+OGHuf7660lMTOSll17ilVdeYfHixcyZM4dFixaxe/duysvL2bRpE0cffXTb9YcNG0ZZWRnz5s1j3rx5BAIB4uMP/C+UlzJwi2agGYBmoHqv+bX33S7B0zSf8DSf8DSf8GIxH28fy3kQ2Lhx/5NLvLJ+N3XOCQHmjh3IoLSEPr/fQG09K749n00LHm1bN+UP15GQtf9cg2MGpXLGyH0fdJ78eCe3vrWF5hZvnhm4s0w/K/H5GHTsNCbecCWz3n6SE4sXMeejf5Lw8J945Ie/4O7rbuWhq24g7ZorOPes6a7VGSlaa+/FpSYz7iffZPaHzzH2x5eTOHhg2zZ/WQXFf3yEt2d8lQ9O/QZDnnqKazJrefBLo7j4iDxGZ7c/dHxbtZ9nV1dw7UtFnP3oKn76chEPLytjYVEl1Y2BiD0Gr2WqooMX283Xv/51Nm/ezA9+8AO++c1v8thjj3HHHXdwzDHH8MQTTzBp0iTS09MRERIS9v3tjYuLa3e5O51/4M0M+ptmoBmAZqB6L+mbZ7ldgqdpPuFpPuFpPuHFYj46AtBjav0B/rGyvO3yV6bk9untm2CQitff5dOf3dY2tx0iTPz1/4U9XHVWfhy5Q4bwl/dKMcDrGyrZsKuBbx9dwJHDMvu0xqiQnMTTZS08sVUwg+232seNGcj3Zgzz7MhI5a6ErAzG/ugyRv/gYnYtepc19z1J43urMM68kTUr11Gzch3Ff3wERCgcV8hhh02gZUguJfFprMgYwvuJ2QR89oyj/kCQj0pr+cg5W7hPYNKQNKaPyOLQ3DRGD0ohJaHrs5MqdTC58847GTNmDKeffjpxcXF87Wtf4/bbb2fXrl3885//xOfz0dTUxNixY5kyZQrDhw+npGTfSO9t27YxcuRIFx+BUkoppZRSn412ALos9JAIYwy3v7WFXQ3NAEwfkcnIgb07+Ycxhr0lpTRsKSNQXUv9xi3UF21hz9KV++ayA+LSU5n65xvJPWnmAeuclJ1NTloiNy/eTFOLoWRPIz9/ZSNHDsvgm0cVMCo7cicq6YlIH2ayrbqR297c0nbyBoDTJg7i+zOGE+frfudfNB0Oo7X2HV9CPLknzyL+84eSFjBs/8erlD3/GjWr9p1cAGOoW7+JuvWbAEjGnhL2mJRkzMSx7Bwxmk8H5rMpawh1mVk0JyUTNLB6Rz2rd9h2KTgnEBqcyrhBKYwdnMrYQSmkJ/X8bd/rmSpv8lK7GTBgAH/5y1848cQTSUlJ4amnnuLYY4/lxz/+cdtJQO666y6OOOIICgoKOOuss/jpT3/KpZdeijGGhx9+mOuuu67H9+ulDNyiGWgGoBmo3mv+73tul+Bpmk94mk94mk94sZiPdgC6LBi0h9EaY/jbsjLeKakGICMpju/PGN6j26pZtY7db33Ing9XUfXBKpp27Qm7f/aMI5j8h+tIHZHf7TqPHTWAO9LHs+CdrayraADgw221fFS6lrljs/nKlFzXOwJba+1r9U0tPLe6nKdX7KSpxc7Q5hO49MihnHdYbo9H/kWqzkjQWvteMBgkKXcwo664gFFXXIC/fDe7Fi9lz9IV1KxcR+2nRZhA+7NKB/c2wvLV5C5fTS4wp3V9chIN6ZlUZgykvGA424ePpmpQDtta8tha7eeNjfveC/IzEhk7OJVR2SkUDkhm5MBkhmYmhe28jpZMlbd4qd1cdNFFrF27lunTp5OYmMikSZO48847KS4u5pprruGqq65izJgx3HPPPQDMnDmTs846i5kzZ9LS0sIll1zCcccd1+P79VIGbtEMNAPQDNRnkNT3UyHFFM0nPM0nPM0nvBjMRzsAXVZeXk5a1kBuf2sLb22qalv/49kjyU1PPOD1A3X1VCx8jy0PPcue9z4+8B36fAyaNY3h885kyBdnI77uTQNZXl7O4MH2ZCTjc1L54+njebN4D3/9YDvldc0EDfx3QyX/3VDJtIIMzjg0hyl56aQl9v8hiKG19oXKhmZeXreb51aXt52lFWBoZiLXzi5k0pDendmur+uMJK2173WsMyl3EAXnnUrBeacC0NLop37DZhp37KJh8zaqln1C1Yerady2Y7/b8jX6SW+sIH1XBSM2rQcWAtCckEDVoFzq0zOpT8+kMTWNoM9HS3wCy7MG8nrOECpz8ghkZJCbnkBOWiIDU+LJTU8kNz2RQakJZKcmUFm6k6yB2f120hEVG7z0WkxISOCWW27hlltuabd+yJAhLFmypNPrXH311Vx99dWf6X69lIFbNAPNADQD1XsJX5hGy7ur3C7DszSf8DSf8DSf8GIxH093AIpIPvAAMBvYAfzSGPN4F/teD1wJJAF/B35gjNnbX7X21pbaIHf9Zz3FlY2APWzvW0cXMH1E1n77GmPw79xFfVEJtWuL2bXwPXYvWYZpat5v3/isDAZMm0zGpDHEp6eSNnoEaWNHkDpqOHEpSZ+5bp8Ix43JZsbIATz/STnPrChvO3HJstJalpXWIsCIAclMzE1lYm4aE3NSKRyY0qPDZN3QFAiytqKelWV1rNxRx8qyOoJm33afwBmTcrjkyHydY01FTFxyEplTJpA5ZYJd8U37o3FHBdUffUrNJxuo37iFpopK/OWV+HfuIlBT1+42EpqbydlRSg6lYe+rITWdytw8qgcOwp+cQmliEpsTEmlOTCSQkERzQgJPxr1LclICyRmppGalkzYoi8whA8kakE5yciJxCXEkxvuI9/lIT4pjUGoCeRmJJGqnoVJKKaWUUkq5ztMdgMBTQD0wC5gMPCAiG40x7Q7GFpFLgR8ClwC7gD8DtwNX9HVBLXv9lPz179SuKaKpopKUkQWkTxhF+vhRpI0ZgWlupqmyhubKKvzllVS+t5yGsl34crKJK8jH5Axi9/CRrK8NUrSnkdqSMjKq93BkXQ2Ze+s4emg6Q8vSKFk6hJaGBpp2V9O0aw/1xVup37CZQG19l7WljR3BiEu/QvbMI0gfX9jt0X3dMW7cuE7XJ8X7+NrUPM6YlMMr63bz/CcV7KhtAsAAJVWNlFQ18ur6SgCS430UDkwmLyORASkJZCTFkZkUb38m25/J8T4S43wkxvtIihMS430k+KTbh9h2VStA0Bj2Ngep87dQ1xSg1t9CTWOA0ho/pdV+tlY3UrR7L80tZr/r+gTmjs3mwsPzGJr52TtRw9XpNVpr3+ttncl5OSR/cTZDvjh7v23+ikqqPlhF7ZqN1G3YTM3Ha9hbuhPTHP4MwakNdaRuLmLY5qJe1QQQFKHeF0dTUjIl6ekE4+JpSk6BlBQQQQREwBj7OiQpiWBmBsnNfjJbmskINpM5Mp/P33WdnkgnRkTLazGSNAPNADQD0AxU7zXe/bTbJXia5hOe5hOe5hNeLObj2Q5AETkCmAEMM8bsBJaLyKnAN4COszFeBfzOGPOCc92fAs+KyFXGGH9f1uVLjOfTWx4gvrnJWfNhr25nnLN05Ac29eB2kguGkHvSseSeMotBs47s006/UFu3bmX06NFdbk9JiOOsybmcPimHd7dUs7y0ljXl9Wyq3EtoX1pjIMjaigbWOvMHdpdAuw7BxLiQzsE4QRAM9o4a9zaSnJwM2E7IppbWDr8W6pta2o3m644h6YkcP3Ygp4wfRH4fdPy1OlCmXqK19r1I1JmUk82QDp2DxhgC1bX4yytprq7FBAK0NDTSULKd+g2bqduwmfoNJfh37vpM9y3GEN8SIL6hjtSGugNfoYMAULS5jCOxr3cV/aLltRhJmoFmAJoBaAaq9xLPmUvTwy+4XYZnaT7haT7haT7hxWI+nu0AxI76W+V0/rV6G/hR6E4iMhA7OvC/IauXAKnA54H/dXbjtbW1+EI6y5KSkkhKOnDnjsTFsSdvKDlbN3fvUfSh5GF5dqThuBGkjyska+pEMiaP75fRMo2Njd3aL84nHFs4gGMLBwDgDwQp2tXAmooG1pXXs7aigfK6JnrYB4dxbssfAPwtB9odqrseKXkg+RmJTMlL57B8u+Rl9F2nX6juZuoFWmvf6686RYSEAZkkDMgMu1/TnhqaKioJ1NbR0tBIS8NeWvY20tLQSGnxJnIH52ACLQTqG9hbXU/97ioad1XR3NCICQQwzQFMczPU1UNVDQQC+Fq68VoNkdLsx6ej/2JGtLwWI0kz0AxAMwDNQPWeL0/njgxH8wlP8wlP8wkvFvPxcgdgIVDSYd12ILfDuhHYASNt+xpj6kWkppN920yePJmGhn2j0C699FKuvPJK8vPz2bhxI2AnBzfGUF5eDtjDF7Zt28bqs79CTVwiiUNykdJSfFu3k12+gwGVFQTiE9iblk5jShr+tDT8w4Yio4aT3+zHt30bWdu2MqC+loE+Q5y/HgZmUDD1UBqT4mlOSSAhJYW8AQPZ9NFKfOmpDBg+lLQhg9lNC76UJAoLC6msrKSmpoaGOMgUYc2aNRhjGDBgABkZGWzdutUGM2IENTU1VFVVISIccsghrFu3jpaWFjIzMxk4cCAlJTa2YcOG0dDQQGWlPVR30qRJrF+/nkAgQEZGBgkJCXz66acADB06FL/fz+7duwGYOHEixcXFNDU1kZaWxpAhQyguLgYgPz+f3LgAEreLSfkwfvYENm4qYUfNXgJxSSRnZlO0ZTv1AYMvKY265iBVdQ00ByEpJY2a+r34Ay0EjA/i4qlv9NMchIARmlqguRvD+QRIS/SRJEFS44XsjBTiTYBEAqQlxDEifzCB6gpyU4Tx+dlkZ6azbds2CNST4Utm27YKampqiIuLY8KECe3yzszMZMuWLQAMHz6c2traLvPOzs5m8+bNABQUFBAMBtsyPeSQQygqKqK5uZn09HRycnLYtGlTW95NTU3s2mVHaE2YMIHNmzfj9/tJS0sjLy+vrc3m5eURDAbbtdmtW7fS2NhISkoKw4YNY8OGDQDk5tozF+/cafvYx4wZQ1lZGQ0NDSQlJTFy5EjWr1/f+ppiz549lJWVATB69GjKy8upq6sjMTGR0aNHs3btWgAGDRpEcnIypaV23rnQNhsfH8/48ePbHvfAgQNJT09v12arq6uprq7G5/MxceJE1q5dSzAYJCsri6ysrHZ519XVsWfPnnZttqGhgW3btu2Xd2NjY6dtNj09ndzc3HZtNhAIUFFRAcD48eMpKSnB7/eTmprarfeIvXv3kpyczPDhw9vl7fP52LHDnsQjMTGRkpIS6uvrSUqyr+1169YBMHjwYBITE9m+fTsAo0aNoqKigrq6OhISEhg7dixr1qwBIDs7m5SUlE7z7qzNdus9IsVH5qi8tveIuPH5DBo/vu09IgGY0eE9YvDgwe3arN/vp2J7GaahkXHjx1GyuYSm5mZSU1Nt+171CS31e0nNK2BdA2yoaSItM4lAIMCWLVva2mxBQQFFRUVteQNtbXbs2LGUlpa25V1QUNDV24ByQUqKu2eE9wLNQDMAzQA0A9V7we0VbpfgaZpPeJpPeJpPeLGYjxjT07FY/UNE7gfSjDEXhKybC7xmjIkLWTcTO8ovyRjTFLJ+K3CdMeaR0NtduHBhJlA9evToXo0A7ExTIEh9UwvNQUNL0JCWaOexi/PJAU940dzcTEKC908v7dU6jTEEOnQCNjc3k5i47wzKPsGTo4q8mmlntNa+Fy11QvTU2tLSwooVKwCy5s6dW+N2PW5p/Ts3depU4uLcO1FRtLSbSNIMNAPQDMDdDPRvwz59+ffhpAeW901RB3D1LT+G2p5NHdRTp+x4JyK32x8ZaT7haT7haT7hRUs+Pfk75+XTM9YAHb8uTAaqOtmPLvbd09WNZ2RkkJmZ2bb0tvMP7Nx0A1MTyE1PJD8ziczkeBKdDsADaR0d5HVerVNESIjztVs2F28k3idtixc7/8C7mXZGa+170VInRFetyju03WgGoBmAZgCageq95CvOc7sET9N8wtN8wtN8wovFfLzcAVgGdDyeqwDY0sl+hO4rIsnAoE72VUoppZRSSimllFLqoOLlDsCFwFQRyQ5ZdzzweuhOxphdwErguJDVc4DW9Z6Wm9vlNIWeEi11QvTUGi11gtYaCdFSJ0RXrco7tN1oBqAZgGYAmoHqvebFH7pdgqdpPuFpPuFpPuHFYj6ePQmIMWa5iKwAHhKRG4CTgDOBySKSgh3xt9kYEwDuA+aLSBH2hLH3AguMVyc4DNEfZ/DtC9FSJ0RPrdFSJ2itkRAtdUJ01aq8Q9uNZgCaAWgGoBmozyDQ4nYF3qb5hKf5hKf5hBeD+Xh5BCDAOUAa8A5wKXC2MaYIOBrYAAxz9rsHuB94AngKeBb4bb9X2wutZ7P0umipE6Kn1mipE7TWSIiWOiG6alXeoe1GMwDNADQD0AxU7yWccLTbJXia5hOe5hOe5hNeLObj2RGAAMaYrcAJnaxfDEjI5SBwvbMopZRSSimllFJKKaUcXh8BGPPGjBnjdgndEi11QvTUGi11gtYaCdFSJ0RXrco7tN1oBqAZgGYAmoHqPf99z7ldgqdpPuFpPuFpPuHFYj7aAeiysrKyA+/kAdFSJ0RPrdFSJ2itkRAtdUJ01aq8Q9uNZgCaAWgGoBmo3ks4dYbbJXia5hOe5hOe5hNeLOajHYAu8vv9LFiwAL/f73YpYUVLnRA9tUZLnaC1RkK01AnRVyvA22+/nehyKQe9aGo3kaIZaAagGYBm0B9EJF9EXhSROhEpEpEL3a6pLwQDTTxTvIpmE3S7FE/SfMLTfMLTfMKL1Xy0A9BFfr+fhx56yPP/EEVLnRA9tUZLnaC1RkK01AnRVWtTUxMAJSUlSS6XctCLpnYTKZqBZgCaAWgG/eQp7Pzos4AbgQdEZLq7JX12JtDMM28tpBnjdimepPmEp/mEp/mEF6v5ePokIEoppZRSSimlOiciRwAzgGHGmJ3AchE5FfgG8J6rxSmllPIUHQGolFJKKaWUUtFpFrDK6fxr9TZwnEv1KKWU8qiDdgRgS0uL2yUQDAZJTU0lGAx6op6uREudED21RkudoLVGQrTUCdFXK0BcXJzLlXiDm89XNLWbSNEMNAPQDMD9DA6C3AuBkg7rtgO5XV2huroan2/fOJDExESSkno2e0aSL/KHxbXEQWpqKpKQjBC5v+2RaiORzkjzCU/zCU/zCS+a8unJbYgxsXVM84EsXLiwANjmdh1KKaUio6ioaNS3v/3tzW7X4Rb9O6eUUp0aNnfu3FK3i+hrInI/kGaMuSBk3VzgNWNMu0+t+vdBKaVi2gH/zh2MIwC3A8OAWrcLUUop1ecyxo4du93tIlymf+eUUqq9DOx7YyyqAQZ3WJcMVHWy7/aioqJRH330UXPribMARo4c6Z81a1ZTJ/srpZSKDt36O3fQjQBUSimllFJKqVggItcA5xljjgpZ9y3gu8aYw92rTCmllNfoSUCUUkoppZRSKjotBKaKSHbIuuOB112qRymllEfpCECllFJKKaWUilIishQoA24ATgJuBCYbY4rcrEsppZS36AjACBOR60RkW8jlGSLykYg0iMj7IjKtw/7Xi8hOEakSkftFJMWtWrux/+UiskVE6kTkWRHpOP9Iv/Fyrj3R35mKSJyI/N7JpkJEHhGRdGfb6SKyTkTqRWShiIwKuV68iCwQkUrnejeLSERPvRqu1m5c1xPPf6y0U3ClrQ4QkUdFZJeIbBWRX7e2uVjKNZqISL6IvOi0gSIRuTDMvjH5HPQwgx+JyGYR8YvIJyLy5f6sNVJ6kkHIdcY6r9cT+qPGSOthOzhFRFY5+34gIkd1tW806WEG3xGRDSJSLSIvicjI/qw1Rp0DpAHvAJcCZ2vnn1JKqf0YY3SJ0AIcAjQC25zL2UAl8FtgCvB7YAeQ6Wy/FNgFfAmYDnwE/NmNWp11LzjrQpfznW3HAw3AhcARwKvASxGu8dpO6rnHa7l2VadHM/0VsMG57+OBYuAPwESnth8AhwGPAqsAn3O9G4GNwGzgOGAzcK0btTrbVnWS64z+fv6B6zupo3X5gsfa6YFq9Vpb/TvwFvB54Ewnq6vx2Ov/YFqAN4GXgMOBecBeYHon+8Xsc9CDDC5wtn0dmAr8yXlNjXD7MfRXBiH7C7AYMMAJbtffz+1gElAP/J+z70PYUVspbj+GfszgNOwJis4FjgReBj7G+f9CF1100UUXXXSJ3OJ6AbG6YEdXLnH+IWrtALwaWNlhn23Ahc7llcCPQraf5PyTlNTftTrri4GzsJ1BrUvrh+p/AwtC9h0PBIFhEazzQeB3HerJ81quXdXptUyBFKAaOD5k3VeBD4C7gP+ErE8HmoCZQBy2w+WckO3fAjZE8LkPV2ucU9tRHXJN6e/nH3sWvokdlt9iOzyu81g7DVdrigfbagtOp66z7gbgfa+9/g+WBdvx2wwMCVn3BHB/J/vG5HPQwwxeBe4OuewDtgDXu/04+iuDkO3fwf6/ERMdgD1sB/cDj4RcTgK2EqbDNBqWHmbwJHBfyOVCpy0c4vbj0MWdBcjHfslrgMeAnzrLTcB64Fdu16i5eHvRrDQbzaQHj9/tAmJ1wY6cWgRcwr4OwOeBOzrs9zTwADAQ+wH6sJBtadgPvce6UGui889cWif7C7YD6PQO63cCF0WwzreBUztZ76lcw9TpqUyxo7x20cm37sBy4Acd1r2PHTU21XnDzArZdoizLlIdQOFqHQPs7OJ6rr2unPsaC+x28vFUOz1ArV5rq3lO+/pcyLqfYkeNeDrXWF2wI5g+6rDuu0BRh3Ux+xx0NwNn/VsdXx/YzvYFkarPaxk424Y57xUTiJ0OwJ60g+KO752xsPQwg1dwRu87l/d7f9fl4FuAyc7fisEd1h8KXOF2fZqL9xfNSrPRTLq36ByAEeDMZfIL4NsdNhUCJR3WbQdygRHYD9Zt240x9UCNs72/ax2NPUzlMWfeppUiMs/Zlon9UNfVY4mUccDlzhxKxSJyk4gk4r1cu6rTa5lOwo6U+okzp9o2EfmTiGQQPtNCoMoYU91hGy7VOg5oEJH/OnMDLhWRk53rufK6CvFH4DFjzBq81047Cq3VU23VGLMDWA1cLyKZIjIOO4roJbyfa6wqpHttIJafg0K6+TowxnzBGPNY62VnnsrDgBWRLLAfFNKz94J7sJ2e6yJZVD8rpBsZiEgyMArId+b+qxSRNzrOWRqlCul+O3gduEBEPufMBXoTdjTs6ohWqLxuLrDaGLML2j6fgP3Csdvzk8cgzaX7NKuuaTb7O2gz0Q7AyLgPOyJlQ4f16dg5UULVOetbT2bQ1fZI6arWcdhRGm8DpwCPAA+KyLlu1Op09AwBqrATHf8MuAy4Ew/leoA6PZUpMAA72utE4HzsYbxfBP7MgTPtbBsu1ToOyAEex+a6EHhRRKbj3usKEZmLHbn4G2eVZ9ppR53U6rW2CvZLijOwr6312EPnfo+Hc41xXeWe1sl+dLFvtD8H3c2gHRH5CrYTZBXwcGRK6zfdzkBELsB2FN0S+bL6VXczGOD8vAH7hcup2I6vV0Uk2jvDe/JaWIA97Hk59oumy7BzCAciWqHyuhOANwBEJAG42Fm/EzuFwsFKc+k+zaprms3+DtpM4t0uINaIyMXYwxlu7WRzDXYuq1DJwB5nG872pk6297kD1PoG9nDOnc7l5SIyGvge9vCN1lpDRaxW7D+WhcaY1m+Yl4lI63H7q8LU0t+5hqvzp3grUx/2PeBcY8xuABG5Bnv4ZFdttTzMNlyq9Wrgidb12MynYkeI3e6s67fXVYjrsCd/qXAue+r130HHWj31+heRfOBfwF+dJQfb+fcM3s41ltVg55EMlYztoO24H8Tmc9DdDAB7Jmvsl27nAs8C3zTGNEewvv7QrQxEZBBwB3BmDDzmjrrbDlq/dL+ldTSoiCwHSrEnxngogjVGWk9eCw9iv8A5FTvtxOXA30TkQ2PMxkgWqbxJROKxJ5XbIyLXYV8PTwEYY4KA38XyXKO5dJ9m1bXeZCMiJwCJxpiX+rPW/nKwtxftAOx7x2OPHa8TEbAnKIgXkUYgATs6KVQB9hvgspDL1dB2uMggZ3t/13quMeY/HfZfDRxnjKkVkXqn1tDDl1ofS59zvhnueHjJamym5c59h3Il1wPUmRrSoRK6zZVMsXPq7QrpOAP4FPu+UEXnmf4Pm2mWiKQbY+pCtgWJ3JDpcLXGG2PKOuy/GntGWDdeV4jIROzZkb8VsroMj7TTA9XqPK91HXZ1s61+BXvSiO8aZ4IOEanFzqv2Mh7M9SBQBszqsK6zNhDLz0F3M0BEcrDvn9nA14wxT0e+vH7R3QymYEfHL3b+32j1koj80xhzXuRKjLjuZlCJ/TvZdvizMaZJRDZiv4yNZt3KQEQysaP4jzPGvOms/sAZhX4GtpNYHXyOwn5J9H1jTI2IrAQ2gj0sL+RL9YON5tJ9YbPCjjq+C/jAGBPtI+97qjftqAL4OnaqnVjU568tEfERJW1MDwHuez/DTir5OWeZjx1K+jnsYR/Hte7o9D5/AXjdOf58Zeh2YA6242OlC7WeLSIPdNh/GrDG+X0h7R/LROxcL4sjUaiIXCQin0j7Tw7TsCNIXsMjuR6gzhu8lCn2pB45IjI0ZN1k7If0FzrUMgA4HHvY2sfYDzKzQ653PHYC8EiN6AlX6wMiMr/D/tOANS69rsB+wFlujCkKWdfx+XX79d9lrSJyj8faamcjhpqwH6aX4M1cY91CYKqIZIesOx77HtEmxp+DbmXguBXIAKbFUOcfdD+DpdhpHD4XsoA9tP+qiFYYed19LTRi2/zU1nUikoQ9AdPafqgzkrrbDgLYE3501Mz+hxCrg8cJwHvGmNYR428ZYz4VkTjgyy7W5TbNpfvCZuWM6koA/utahe7pTTs6lv0HLcWSPn9tRVUbc+PMIwfTQvsz6+ZhD5O4Afth+jHsP33xzvbvYTvgTgZOwo4k+4VLtZ6O/YB9Fbbj5yrn8ixn+2nYuVvOw37ruxz4awRrG4bt7LkP+DxwNrADewITz+R6gDo9lalznwuxo6hmYOfX2wj8EvsBxY89i9/R2E7WhSHXuxU7iuFY7FyHe4B5LtV6pfP8X+rkepNT+xi3XlfAB8BtHdZ5pp12o1ZPtVXsvGE1wN3AEdgOpKXAP7ya68GwOM/Bv5w28hOgEduZkeL8jPnnoDsZYL9srXber8Z2WLLdfgz91Q46uV5MnAW4JxkA87Aj7C9y3sv+hp3TtNOMomnpQQb/wnaEnoj9X+NW5/VR4PZj0MW1tvMmcH0n638FjHJ+/7Lz9+Pnzvvqhdj/Rf4CJLv9GNzIBfv/16+BrwIzgT9h522+GDjD2Tfmc+pBG/p3yPqDIpdutqM52CmT5mNP1DUI+KfTruYBX3L7MbiQSXdfWydjRxG2Xv/fka69Tx6/2wXE+kJIp5pz+TjsoXR7ncY3LmSbDzsJ/27sCKs7gDgXa/2G84+pHzvy56IO+1+JPctbDfYkAakRrm8m8I6TXSlwc2s+Xsr1AHV6LdOBwBPYzpxdzh+A1n/Sz8N2stUD/wFyQq6XBNzr1LkD+Ek/tM9Oa8WeYfRn2E6FRuAj4GQXn/8kbGfZeZ1s80w77UatXmur07GdwNXO/d4LZHkx14NlAYZjR/jsxXa6ftFZPwfbuVMY689BdzLAzllpulhucPsx9Fc76OR6sdQB2O0MgCuwh6M1Ou9pE9yuvz8zwJ4M5U/Y/49qsSebOtrt+nVxpc0cg+0ADmC/vLse+4X5bdgpRh4P2fc+7P/ThwBnAr90u363cwFGYE8kNQQ7jdNrzvoTsV+Kx3ROPcxqCnCT83vM59LDbDKddjTIuRwPvBLaltx+LC5kcqDX1mXO9WYAR3ZsY15fxClYKaWUUkoppZTyDBFpPdIkCFyL/XL6IWPMR85h9MYY0xTuNmKRM93QP40xZ4jIdOBEY8yvRWQBcCf26I2DPicAEbkWeA8owg4a0Fwcoe3IuTwDO0/rTSFtqdq0n4c9pnXjtfVD4D5jzGpnXusW7OvtPaDIGLPdrdq7Q08CopRSSimllFLKi7az70Q59zuXjxKRXCAVe1j5wWgCdo5ssCObXnB+rwaOxI5w0pysIDAaO8pLc2kvtB2BPeKm9eQfe7DTVTzX30W57ECvrYeAOSIyDDvNxb9o38Y8TUcAKqWUUkoppZRSSikVw/QswEoppZRSSimllFJKxTDtAFRKKaWUUkoppZRSKoZpB6BSSimllFJKKaWUUjFMOwCVUkoppZRSSimllIph2gGolFJKKaWUUkoppVQM0w5ApZRSSimllFJKKaVimHYAKtVDIrJARIyITOmwfqSzfnsn17nM2XZxP9Y5x7nPE/rrPju5/xtExOdcLnTqudyNepRSSvWMiJwpIq+KyG4RaRKRLSLykIiM6bDfJc77+5yQdeYAy1P9/XiUUkoppQ5m8W4XoFQUWgh8H5gBrApZf7LzM19EphhjQrfNDLnuwWIO8EvgN0DQ3VKUUkr1hIgswP6texm4BqgCxjnrzhGR440xHx7gZp4EHuliW1kflaqUUkoppbpBOwCV6rnF2A6tmcC9IetPBpYB453fQzsAjwXWGWNK+6lGpZRSqlec0erfB+YbY37dYdvfgA+BR0VkkjHGhLmpYmPMK5GrVCmllFJKdZceAqxUDxljqoCP2DeqDxGJB+YC/wHeYN9oQEQkB9spuNC5PFJEnhSRnSLSICKfisi1IiLO9tdEZI+IJITer4g8KCJVIpLsXC4UkWecfWtE5N8iMilc7Qe6TshhwyeKyCPO/dWKyNMikhX6eEXkd85jqBGRf4jI+c51C50PiL90dm8WkUtCykgTkXudQ8rqnRryupe+UkqpfnAdsBY7grsdY0y5s70EGNrXdywinxORZhF5IWRdiogUOX8vk/r6PpVSSimlDgbaAahU7ywERod0XB0NZAGvAq8Bs0Qk1dk2I+Q6AC8B04CfARcCbwO3AN9xtj8ODMAeQguA0xl4JvB3Y0yjiOQD7wITgB8C3wVygXdEZFxnBffwOk8CTcA3sKMczwNuCNn+F+AqYAFwGdAA3Bey/XbncQCcBvw3ZNuvgDzgCuf3k4C7OqtZKaVU/xKR4dgvrV7oanSfMeZRY8wp3RjVniAi6V0s0sVtfwz8DjhNRM51Vt8IFAKXGGP8vXlcSimllFIHO+0AVKp3WjvzWkcBngxUAkuxnYBJwGxn27HYQ4bfEJHBQBxwmTHmQWPM88aYbwPbsJ2IAM8Be4GzQu5vLjAQeNS5fAP29fsFY8zDxpjHgROBAHBtFzX35Dr/McZcbox51hhzDbbjcDaA01n4DeA6Y8xvjDH/MMZcHJIJzvyHRc7F1zp8SPzQGHOGMeZpY8wtwBPO41NKKeW+AudncR/c1rVAbRdLQZjr/QY7jcYfReQ47BdOtxpjlvZBTUoppZRSByWdA1Cp3vkfdoTcTOBZbAfg68aYIFAkIsXOupedfZYbY/Y4150oInEiMhEYCUzGjoiLBzDG1IrIv4EzReR7zgiMrwCbsaMFAb4ILAJaRCTdWWew8xO2HZrcQU+u868OlzcBxzi/z3F+Ptdhn38AZ3Rx36Fe7nC5DNu5qZRSyn0tzs+++JL4EeD+LraVd3UlY0yTiFwKvIcdVb+O9qPQlVJKKaVUD2kHoFK9YIzZKyLvAjNFJBs4EntYbKtXgZOd+fqmAX8AcA55+i328Nd4YCPwAVDT4S4eA74KTBeRD7CH/94TcjhWHvA1Z+mooouye3Kdug6XDfs+DOY6P3d02KfLD3MdVHVy250eCqaUUqrftY7YHt3VDs5I8DOAZ4wxW8Lc1lZjzP96U4QxZpmIvI/9guoBPfRXKaWUUuqz0Q5ApXpvIfAL4HRs59irIdtew86xdw6QyL7DYy8DfgpcBDzpjBhERE6mvVeBXdjDgDOAQew7/BdsJ9pi4I+d1BXoot7eXKcze52fA0N+h/CHcymllIoCxpjtIrIeOF1EfmKM6ezvwxXAD4AHI1WHM//fTOyXSz8XkceNMV19waWUUkoppQ5A5wBUqvcWAQnYk3msMsZs77AtAMzHHircOgLicKDWGPN4SOffJCA/9IaNMc3AM9gOwK8AS40x60N2eRMYCywxxvzPGWHxDvA9bKdjZ3pznc4sd36e1mH9vB7chlJKKe+6E/v34ocdNzh/s74FPG2MqYzEnTvz5d6N/dJqLvbEWHdH4r6UUkoppQ4WOgJQqd5bij1UdjxwW+gGY0yNc4jwLOBNY0xDyHW+JyL3YEf5HYr9IFUOjBeRw40xrR1sj2NHWQwDrulw3zdg50b6l4g8iX0tX4o94/BsOteb63TmTWAZcKeIDMAexnw+cETrw3d+th7W/A0RebEHt6+UUspd92JPYHWriByNnRe2Bvgc9oQcW4Hvd+N2RovIKV1sqzLGvNfFtruBLOC7xpi1InIz8AsROccY82wPHodSSimllHLoCECleskZpfeWc/GVTnZpPSR4Yci6R4GbsCP7HsN2EJ6FHSk4Cbgk5PbfwZ6FMQ54usN9r3aumwL8lX0jI+YaY97vot4eX6eL2wliT3DyLHA9dpL3OPZN0F7l/HwWWAMswHYyKqWUigLOfLPzsF8SFWDnuH0aO4fsn4Cjujn673zsiZ86W/7Q2RVE5GzgPOD3xpi1zuqbsH9P/uyMDlRKKaWUUj0k+84poJRSByYiGdh5mVYYY8pC1v8BOMcYM9yt2pRSSimllFJKKbU/PQRYKdVTzdjRi6UichtQDRyDPVz5ejcLU0oppZRSSiml1P50BKBSqsdEZCr2kKxjgDTsPID3AguMvqkopZRSSimllFKeoh2ASimllFJKKaWUUkrFMD0JiFJKKaWUUkoppZRSMUw7AJVSSimllFJKKaWUimHaAaiUUkoppZRSSimlVAzTDkCllFJKKaWUUkoppWKYdgAqpZRSSimllFJKKRXDtANQKaWUUkoppZRSSqkYph2ASimllFJKKaWUUkrFMO0AVEoppZRSSimllFIqhv0/QSOosqF4xa0AAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ssp.background = None\n", "ssp.print_problem()\n", "solution = ssp.optim_solve(global_search=True, niter=10)\n", "\n", "# Plot solution\n", "_ = ssp.plot_solution(solution.x)\n", "\n", "# Show device settings\n", "print(f' Background settings: {ssp.w2s(solution.x[0:ssp.nprimaries])}')\n", "print(f' Modulation settings: {ssp.w2s(solution.x[ssp.nprimaries:])}')" ] }, { "cell_type": "code", "execution_count": 8, "id": "57f5e963-dcb3-492a-96ca-a4616fe3a00e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "sc -0.000035\n", "mc 0.000030\n", "lc -0.000041\n", "rh 1.120994\n", "mel 2.110031\n", "dtype: float64\n" ] } ], "source": [ "ssp.print_photoreceptor_contrasts(solution.x)" ] }, { "cell_type": "markdown", "id": "c7732eaf-246c-49a6-bce4-ce90bc10c8d3", "metadata": {}, "source": [ "211% melanopic contrast!" ] } ], "metadata": { "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": "3.10.9" }, "vscode": { "interpreter": { "hash": "2d237805792a0ad056ae24c6ca9c691c2e9ba92de03fdf37663cd7a46ff0b0e5" } } }, "nbformat": 4, "nbformat_minor": 5 }