From 6663f5f0dfd36610353af3817a46154f69d9a83e Mon Sep 17 00:00:00 2001 From: Nima Sarajpoor Date: Sat, 12 Aug 2023 07:13:15 -0400 Subject: [PATCH] Fixed #890 Corrected the number of contiguous windows in snippet (#894) * fix n windows in naive snippet * fix n windows in performant snippet and minor bugs * improve reproducability and update notebook * set k=10 and add some explanation * minor changes * Avoid numpy divide-by-zero warning to avoid unnecessary context --- docs/Tutorial_Time_Series_Snippets.ipynb | 134 +++++++++++------------ stumpy/snippets.py | 11 +- tests/naive.py | 11 +- 3 files changed, 74 insertions(+), 82 deletions(-) diff --git a/docs/Tutorial_Time_Series_Snippets.ipynb b/docs/Tutorial_Time_Series_Snippets.ipynb index f961849f2..f98c4deb6 100644 --- a/docs/Tutorial_Time_Series_Snippets.ipynb +++ b/docs/Tutorial_Time_Series_Snippets.ipynb @@ -78,7 +78,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 1, "id": "6cbb4ae0", "metadata": {}, "outputs": [], @@ -106,7 +106,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 2, "id": "43ab8d55", "metadata": {}, "outputs": [ @@ -168,7 +168,7 @@ "4 0.380056" ] }, - "execution_count": 16, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -188,20 +188,18 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 3, "id": "2a31fb9f", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -220,29 +218,33 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 4, "id": "9e11d692", "metadata": {}, "outputs": [], "source": [ - "def warp_add_noise(T):\n", + "def warp_add_noise(T, seed=None):\n", + " if seed is not None:\n", + " np.random.seed(seed)\n", + " \n", " T = np.asarray(T).flatten()\n", " idx = np.arange(T.shape[0])\n", " np.random.shuffle(idx)\n", " idx = np.sort(idx[:-np.floor(T.shape[0] * 0.1).astype(int)])\n", " warped_T = resample_poly(T[idx], T.shape[0], idx.shape[0])\n", " noise = np.random.normal(0, 0.05, warped_T.shape)\n", + " \n", " return warped_T + noise" ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 5, "id": "f2181460", "metadata": {}, "outputs": [], "source": [ - "T = warp_add_noise(df)" + "T = warp_add_noise(df, seed=0)" ] }, { @@ -255,20 +257,18 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 6, "id": "94a138b0", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -295,12 +295,12 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 7, "id": "bd9f9b8c", "metadata": {}, "outputs": [], "source": [ - "T = warp_add_noise(df) \n", + "T = warp_add_noise(df, seed=0) \n", "m = 200 \n", "k = 2 \n", "s = 70 \n", @@ -320,7 +320,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 8, "id": "d71a52f1", "metadata": {}, "outputs": [ @@ -328,20 +328,18 @@ "name": "stdout", "output_type": "stream", "text": [ - "the starting index of the snippet #0 with length m=200 is: 200\n", - "the starting index of the snippet #1 with length m=200 is: 1000\n" + "the starting index of the snippet #0 with length m=200 is: 800\n", + "the starting index of the snippet #1 with length m=200 is: 1200\n" ] }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAABkAAAAH5CAYAAADZbvKUAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8o6BhiAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOydd5wkZb31T3WYnjyzu7MJdhdYcs6LSHBBDKgIYg4IKq8JA3qVew2vKFyEVxEFRRBRMBEERAUkLuwucQPLBpbNaTZPjj2d6/2j+6mu7umqru5+KnTP+X4+fJjpNLVdXdXdv/OccxRVVVUQQgghhBBCCCGEEEIIIYTUED63N4AQQgghhBBCCCGEEEIIIUQ2FEAIIYQQQgghhBBCCCGEEFJzUAAhhBBCCCGEEEIIIYQQQkjNQQGEEEIIIYQQQgghhBBCCCE1BwUQQgghhBBCCCGEEEIIIYTUHBRACCGEEEIIIYQQQgghhBBSc1AAIYQQQgghhBBCCCGEEEJIzRFwewPMSKVS2LNnD1paWqAoitubQwghhBBCCCGEEEIIIYQQF1FVFcPDwzjggAPg85l7PDwtgOzZswezZ892ezMIIYQQQgghhBBCCCGEEOIhdu7ciVmzZpnextMCSEtLC4D0P6S1tdXlrSGEEEIIIYQQQgghhBBCiJsMDQ1h9uzZmn5ghq0CyB133IE77rgD27dvBwAce+yx+NGPfoQLL7zQ0v1F7FVraysFEEIIIYQQQgghhBBCCCGEAICl2gxbS9BnzZqFm266CcuXL8fy5ctx/vnn4+KLL8batWvt/LOEEEIIIYQQQgghhBBCCJngKKqqqk7+wcmTJ+PnP/85vvCFLxS97dDQENra2jA4OEgHCCGEEEIIIYQQQgghhBAywSlFN3CsAySZTOKhhx7C6OgozjzzzIK3iUajiEaj2u9DQ0NObR4hhBBCCCGEEEIIIYQQQmoIWyOwAGDNmjVobm5GKBTCl7/8ZTz66KM45phjCt72xhtvRFtbm/bf7Nmz7d48QgghhBBCCCGEEEIIIYTUILZHYMViMXR2dmJgYACPPPII7r77bixatKigCFLIATJ79mxGYBFCCCGEEEIIIYQQQgghpKQILMc7QC644AIceuih+N3vflf0tuwAIYQQQgghhBBCCCGEEEKIoBTdwPYIrHxUVc1xeRBCCCGEEEIIIYQQQgghhMjG1hL073//+7jwwgsxe/ZsDA8P44EHHsDChQvx1FNP2flnCSGEEEIIIYQQQgghZEITj8eRTCbd3gxCiuL3+xEMBm15bFsFkP379+Oyyy7D3r170dbWhhNOOAFPPfUU3vWud9n5ZwkhhBBCCCGEEEIIIWRCMjQ0hJ6eHqbwkKoiFAqho6NDehWGrQLIH/7wBzsfnhBCCCGEEEIIIYQQQkiGoaEh7N69G83Nzejo6EAwGISiKG5vFiGGqKqKeDyOwcFB7N69GwCkiiC2CiCEEEIIIYQQQgghhBBCnKGnpwfNzc2YNWsWhQ9SNTQ0NKClpQW7du1CT0+PVAHE8RJ0QgghhBBCCCGEEEIIIXKJx+OIRqNoa2uj+EGqDkVR0NbWhmg0ing8Lu1xKYAQQgghhBBCCCGEEEJIlSMKz+0qkybEbsRrV7yWZUABhBBCCCGEEEIIIYQQQmoEuj9ItWLHa5cCCCGEEEIIIYQQQgghhBBCag4KIIQQQgghhBBCCCGEEEIIqTkogBBCCCGEEEIIIYQQQgghpOagAEIIIYQQQkxZs2sQV/1tBXb0jrq9KYQQQgghhBDiKRRFwcEHH+z2ZkjjJz/5CRRFwdq1a7XLjjvuOJx22mmm91u3bh0++tGPYurUqWhoaMDxxx+PX/7yl0ilUnZvsikUQAghhBBCiCkX/eYlPLFmL7523xtubwohhBBCCCGEEB3z58+HoijYvn27lMdbvnw5WlpacPTRRwMAhoeHsW7dOpx++umG93nttddw2mmn4eGHH8bcuXPxwQ9+ED09Pfj2t7+Nj33sY1BVVcq2lQMFEEIIIYQ4wnWPvYUv/WU5Uin3PviQyqADhBBCCCGEEEJyWbduHRYsWOD2Zkhj2bJlOP300+Hz+bTfU6kU5s2bV/D2iUQCn/nMZxAOh3HLLbdgyZIlePDBB7Fp0yaceeaZeOSRR3Dvvfc6+C/IhQIIIYQQQmxnR+8o/vjyNjy9dj9W7hpwe3NImdQH/W5vAinE4C7grX8DO14Bkgm3t4YQQgghhJAJxVFHHYVDDz3U7c2Qws6dO7F//36cccYZ2mVLliwBAEMHyKOPPootW7bgxBNPxLe+9S3t8ubmZtx+++0AgFtuucXGrTaHAgghZMKhqipGoxwQEeIUL2zowjt+vlD7fTjC469aaaijAOIpVBV49bfAr04A/n4ZcM+FwPVTgBsOABbfTDGEEEIIIYQQpB0al112GQ499FDU19dj6tSpOOmkk3D11Vdj79692u0WLlwIRVFwxRVXoK+vD1/5ylcwc+ZMhEIhHHfccfjjH/9Y8PELdYDoH2vv3r244oorMH36dDQ0NOCUU07Bn//8Z9PHisViuPbaa7Vtnjt3Ln70ox8hEolot92+fTsURcGiRYsAAIcccggURdH+K4dly5YBwDgBpLm5Gcccc0zB+zz++OMAgI985CPjrjv55JMxd+5cvPnmm9Iiukol4MpfJYQQF/nZ0xtw1+Kt+MdX3o4TZ7e7vTmE1Dx3Ldqa83vPcNSlLSGVUh+gAOIplv8RePp74y+PjwLPXw/0bQMuud357SKEEEIIId7ipwcCyZjbW1E+/jrg+7vLuuuKFStw9tlnIxKJYN68eZg3bx6Gh4exdetW3Hrrrbjkkkswc+bMnPsMDAzgzDPPxODgIObNm4eRkREsXrwYX/jCF5BKpXDllVda/vt9fX1429vehmg0ivnz56O/vx8vvPACLr/8cmzbtg3XXnvtuPuoqoqPfOQjeO655/DOd74TJ510EhYsWIDrr78er7zyCp5++mn4/X40Nzfj8ssvx1NPPYX9+/fjwx/+MJqbm0t6frZv345DDjlk3OWXXHLJuMv8/uz3QX2nx6pVqwAAp5xySsG/ccopp2Dr1q1YtWqVK2XxFEAIqZAnVu/FSDSOj58+x+1NIRa5Y+EWAMDFt7+MX378RHzo5FkubxEhtU0omGs43TcUMbgl8Tr1QZqHPcNoD/DM/zW/zcq/AvP/B2if7cw2EUIIIYQQb5KMVbcAUgG33XYbxsbG8Mgjj+DSSy/NuW7dunVob28fd59//etf+PCHP4w//elPaGpq0i675JJLcP3115ckgDz22GN417vehUcffVR7rGXLluH888/Hddddh4svvhgnnXRSzn06OzuRSqXw5ptvYu7cuQCA7u5unH/++ViwYAFuv/12fOMb30BHRwfuvfdezJ8/H/v378fNN99cssDQ0tKCL3zhC9rvDz74IBobG3HRRRcBAPbv34/HH38cZ511Fo466qiCj9HZ2QkAmDWr8HxNXC5u5zT8FktIBTz71n5cdd8K/Pcja7B7YMztzSFl8K0HV7m9CYTUPKFA7seN/RRAqpYQO0C8w7ZFaadHMXa8bP+2EEIIIYQQ4lG6uroAAOeff/64644++uhx7g8AaG1txV133aUJFgBw8cUX4/jjj0dnZ2dJUU6KouDXv/51zmOdfvrpuOqqq5BKpXDHHXcUvN+PfvQjTfwAgKlTp+LnP/85AGi9GjKYMmUK7r77btx99924+eabEQ6Hcckll2iXve997wMA3HTTTdpld999d85jjIyMAAAaGxsL/g3xbxe3cxoKIISUyd7BMXz77yu13zd3uXMQEzKReHLNXvxnzd7iNySeoi4vNokCSPXCEnQPMbzP2u2G9ti7HYQQQgghhHiYU089FQDw2c9+FkuXLkUqlSp6n9NOOw2TJ08ed/kRRxwBADm9IcU4+eSTceSRR467/JOf/CQA4KWXXip4v0984hPjLnvve9+LSZMmYePGjeju7ra8DVZZtGgRUqkUzjvvPO2yhQsXoqGhAfPmzSt6f6PeEX1clhtQACGkTBas68op8t3WTQGkGih00o0ni7/5EffpGorgK39bga/+bQXW7hl0e3NICSTyjrF9gxRAqoloIqn9XB/gR0fPEB22druxfnu3gxBCCCGEEA/z3e9+F/Pnz8djjz2GM844A5MnT8Z73vMe/PrXv8bwcOHP1EZRTqJfIxq13mt50EEHFbxcRFXt2TN+wdKkSZPQ0tJi+niF7lcpL7zwAgBg/vz52mWLFy/GGWecgbq6OsP7iedldLSwQz0cDufczmn4LZaQMunOK/Hd1mMhhoK4zpBOtBLk70viLTp7w/jFMxsw76cLtMt+v3iryT2I1xiKxHN+39w1glTK3RUgpDhr9wxi3g3P5ZTY0wHiIawKIOFee7eDEEIIIYQQD9Pa2ornn38eL774Iq655hoceeSRWLBgAb7xjW/gyCOPxJYtW8bdx8jJ4AVkuikWLlwIRVG0/2699VYAwMyZM7XL9u3bl3O7Qh0jc+ake5F37dpV8O+Iy8XtnIYl6ISUSc9Iemg+s60eewcj2EoBpCoYCI8v/do/FMEB7Q0ubA2xwqfufg27+nM7dt7YOeDOxpCyGBrLFR5HY0ns7A/joClNBvcgXuDXCzajaziKXzy7Ubss5bJ1meiIDlm73ah8azwhhBBCCKky/Mar96uCCrdfURScffbZOPvsswGkC8W/+c1v4v7778f3v/99PPjggzK2siA7duwwvfyAAw4Yd11/fz+Gh4cLukBEkXih7pJSmTFjBi6//HIAaZfGQw89hOOOO06LDVuzZg1WrFiBiy++WCuL7+joGPc4J554IlatWoUVK1ZonSF6VqxYAQA44YQTKt7mcqAAQkgZPLisE39bkj7hnDirHXsH92EvI12qgv5wfNxl+4foAPEy+eIHAHT2hTEWS6KhjqvRq4F8BwgAvLVniAKIx2lvDI67LEnnjnew6gAZ7bF3OwghhBBCiPf5/m63t8BTTJ06FT/+8Y9x//33Y82aNbb+rZUrV2Ljxo1af4jg/vvvBwCcddZZBe/34IMP4sorr8y57Omnn0Z/fz8OP/xwTJs2TbtcxFMlEuNTT8w46qijcO+992qP/dBDD+Gaa67BZZddBgC47LLLsHbtWjzwwAOor683fJz3v//9+POf/4yHH34YP/zhD3Oue+ONN7B161Ycc8wxOOSQQ0raPlkwAouQMvjvR7Inx0OnpQd4Q2PjB3zEe/RnHCDHHtCK9x47AwCwZ2D8gJ14G1VNxyiR6kD0JV19weG49JQDAQDr9lpcvU5co62AAJKgAOIdKIAQQgghhBBSlDvvvBPbtm0bd/mTTz4JwP5YplQqhW984xtaDwYAvP7667j99tvh8/nwpS99qeD9rrvuOmzfvl37vaenB9dccw0A4Ktf/WrObYWLZMOGDWVv5+LFiwEA5557bs5lp59+uqn4AQAf+tCHcMghh2DVqlX45S9/qV0+OjqKq666CgDw7W9/u+xtqxQ6QAgpkeG8lcxzO9IFPoVWOBNvkUyp+O+HVwMAJjXW4cgZLXhq7T78bvEWfOqMOcy29ygBn4JESsVV5x2Kr513OK64ZymWbOvDxv3DOH5Wm9ubR4qgqqomEH/89Nn45xvporadBZw9xFuMxZLjLqMDxENELIqIYQoghBBCCCFk4nLnnXfiK1/5Co455hgcffTRCAQC2LBhA1auXImGhgZce+21tv79D3zgA1i9ejUOPfRQnHvuuRgcHMTzzz+PeDyOH/7wh1rclJ45c+bghBNOwLHHHot3vvOdCAaDeP755zEwMIDzzjsPX/va13Ju/8EPfhB/+tOf8KlPfQrvfve70daWnpXcfffdlrdz8eLFmDNnjlay3tnZic7OTnzmM58pet9gMIi//vWvuOCCC/Dtb38bDz74IA466CC8+OKL2Lt3Ly655BJ87nOfs7wtsqEDhJAS2bg/d8Xl3KlpB0gknkI0MX5YRLzDv1buRlem8HzOlEZ88dy5mNQYxP6hKNbvs7iSljiKqqraivPPnXUIGur8OHpmKwDgzT2Dbm4aschYPKntw9b6IGZPTvft7OwLm92NeIDRaPo97ZzDsxmvdIB4CKsOkHgYiNIxRwghhBBCJibXX389Pv/5z0NRFCxYsACPPfYYwuEwvvjFL2L16tU488wzbf37U6ZMwauvvooLLrgAL7zwAhYuXIhjjjkG99xzD66//vqC91EUBQ8//DCuvvpqrFmzBo8//jja2trwgx/8AE888QQCgVxPw6WXXopf/vKXmDVrFh577DH84Q9/wB/+8AfL2xiJRLBs2bIc98eiRYsA5DpCzHj729+OZcuW4cMf/jA2b96Mf/3rX5g0aRJuvvlmPPzww/D53JMh6AAhpETyB+WHdDRBUdKRPMORBELNdBF4lT+/mi6YOnlOO77z7iPRFApgems9+sPxcc4e4g2iiZT2s3DonDg7vZJhFYvQq4J9mX6k+qAPjXV+zJrUCKBwtwvxFuFYOrrs3cfOwEdOnYVvPrASiWSqyL2IY1gVQABgaA8w9YjityOEEEIIIaTGuOiii3DRRRdZuu38+fOhqsaLvu69916tM0OP2X2AdETVX/7yF0vbIAiFQrjhhhtwww03WLr91VdfjauvvrqkvyGor69HJJLbbXzZZZdpXSBWOfbYY/Hwww+XtQ12QgcIISWyfm924NDRHEJbQxDNobSWOMgeEE8j+j9++P6jMbkpXRDVUp/ed6KjgHiLSDzrqgoF0m9ZJ82eBAB4c88QYgkOY73Mqp0DOP8X6VUjh01rhqIomD0p7QDZPxyha87jjETT58WmOj8CmdU6dIB4iJIEkF32bQchhBBCCCGEeBgKIISUgKqqWJlZdf7D9x+NBd9+BxRFQWt9uiiWRejeJhpPD8tDgaxLpyWz7+gA8SaRzD7z+xQE/em3rIOnNKI5FEAskUJn36ibm0eK8ItnN2o/HzGtBQAwuakODUE/VBXYMxAxuivxAOFMB0hjXQABvwKAHSCeQVWBqMUOEAAYpABCCCGEEEIImZhQACGkBK64ZxnW7E73Drz90A60NaaH560NGQGELgJPE0sKASR76qMDxNsIh0C9bp8pioIpzWkHz0CYwpWXaa3PJm1ObQkBSO+/mW31AID9QxRAvMyocICE/Aj40gIIHSAeITIIoIR9Mbjbtk0hhBBCCCGEEC/DDhBCSmDRxm7t50OnNWk/iyEfHSDeJpqJU8p1gGT2HQUQTyIcIKL/Q9CWER0ZO+dtOppD2s9nHZYt0m7KxAaOxRiB5WX0DpBkKn2sJVOMnfME6x8v7faMwCKEEEIIIcRRivWJGFHOfYg5dIAQYhF97McJs9pyhuhZBwiHsV5GFGqHgtlTXysjsDyN6AAxEkDoAPE2wnV14ux2nHvEVO3yxrr0/hyNUXj0MqIEPe0AyXSAJPlh3BNsera02+9ZZc92EEIIIYQQQojHoQBCiEVGdA6Bv3/pzJzrxDB2aIzDPK+SSKa06JY6vz4Ci/vOy0Q0107u21V7YyYCiw4QTyN6dy48bkbO5cIBEo7SAeJlRjP7p6kuAD8jsLxF94bSbr9/DbB/rT3bQgghhBBCCCEehgIIIRYZjqYHraGAz2Q1eszx7SLWECvRgVwHSLYDhIN0LxLRXDv5x1x6vw3ymPM04rjTi44AHSDVQDKlYiwuIrD8CLIE3VvERku/z45X5G8HIYQQQgghhHgcCiCEWESUZLfUj6/OEeW+3SNRR7eJWEesRAfyHSAsQfcyUS0CK88B0pB2gLADxNtovTt5+6+pLuMAYQeIZwnrxKmmkN4Bwg4QTxAvQwAZ7ZG/HYQQQgghhBDicSiAEGKRrAASHHfd1EzRb/cwBRCvIvo/Aj4FAX+BDpAoB+leRDhA6gO5DpD2xozrigKIpzF0gIQyDpAohUevIsQpn5J2PooOkCQ7QLxBOQ6QckQTQgghhBBCCKlyKIAQYhERkWTqAKEA4lmiicJdEmJ/skzbm0QMHCAsQa8OhPMqP8KMDhDvMxYT8VcBKIqiOUDijMByn1QSSERKv198TP62EEIIIYQQQojHoQBCiEUsRWBRAPEsMYMuiYOmNCHoV7CrfwwLN3S5sWnEgNFoAtc8vBoAEAoU7t1hBJa3oQOkehnTxMf0vgqwA8Q7lOP+AIBYWO52EEIIIYQQQkgVQAGEEItoDpBQgQisjADSF44hnmQ+uhcREVj5DpCpLSF8ct4cAMB/1ux1fLuIMf9YsUv7eVwHSCM7QKoBzXnFDpCqQwggDXXpfRcQHSB8j3OfcgWQOAUQQgghhBBCyMSDAgghFhnKOECaCzhAJjXWwe9ToKpA32jM6U0jFjCKwAKAYw9oBQD0jHDfeQpF0X7Mj93ROkDC3GdeRnNe5TtA6jIOkBgdIF4lkhGnGoQDRHSA0AHiPuUKGYzAIoQQQgghhExAKIAQYhGzCCy/T8GUpvSK9D0DHDB4Ea2LIC9KCQCmNKUdPD0jjDDzEn6dANLZmzvwa9dFYKU4kPUsmvMq3wESyjhAonSAeJVIIjcCy5+JwErweHOf2Ijxdf6Q8XV0gBBCCCGEEGILiqLg4IMPdnszpPGTn/wEiqJg7dq12mXHHXccTjvttIK3TyaT+Pvf/47vfOc7OOecc9DU1ARFUfDlL3/ZqU02hQIIIRYZiYoS9PERWABwwqx2AMBz6/Y7tUmkBMQgtq6AA2RKc1q86qUDxFPo+yG29+ZGvrRmBJCUCozQReBZhPBY588VHoUDJBznvvMqY7H0vtM6QHwUQDyDWZdH01Tj6yiAEEIIIYQQUpPMnz8fiqJg+/btUh5v+fLlaGlpwdFHHw0AGB4exrp163D66acXvP3w8DA+/vGP4xe/+AVeeuklhMPe+u5BAYQQi4xmVio3h8Y7CADg4pMOAAD8Z80+x7aJWMcsAqujOVNiPxKFqnK45xVGdALId959ZM519UG/1gsyGGYPiFcRJeh0gFQfWgeIcID4siXoPE+6jFkHSFOHyf289SWEEEIIIYSQWmHdunVYsGCB25shjWXLluH000+HLxOFvGzZMqRSKcybN6/g7YPBIC677DLcdtttePXVV3HHHXc4ublFGZ/lQwgpiFiN3lhX+LA5MeMA2TcYcWqTSAkYRfEAWQdILJHCSDRh6PIhziKOufOOnIrPnnnQuOvbG+qwLx7BQDiO2ZOd3jpihWhmiF7HDpCqI5IngAR92X2YTKkI+JWC9yMOEDcTQOgAIYQQQgghxGmOOuootzdBGjt37sT+/fvx+c9/XrtsyZIlAGDoAGlqasKf//xn7ff169fbu5ElQgcIIRYRq2HF4C6fhszlY/EkV8d6ELMOkMa6gLZfGYPlHcRw/OQ5k6Ao44etbboeEOJNjBwgzRkHiOhWIt5DCCDCaeXXCR6MwXIZUwcIBRBCCCGEEELyWbduHS677DIceuihqK+vx9SpU3HSSSfh6quvxt69e7XbLVy4EIqi4IorrkBfXx++8pWvYObMmQiFQjjuuOPwxz/+seDjF+oA0T/W3r17ccUVV2D69OloaGjAKaeckiMYFHqsWCyGa6+9VtvmuXPn4kc/+hEikezC6+3bt0NRFCxatAgAcMghh0BRFO2/cli2bBkA4IwzztAuW7JkCZqbm3HMMceU9ZhuQwcIIRYJx6wJIAAQiadyfifuYxaBBaRjsDr7wugZieLgjiYnN40YMJKJRxJxSfm0NaYFkIExilZeJJVSEU+mB+X5DpD2xrTrKhxLIhJPaj0TxDuMZd7zxHuZ6AABKIC4jpkA0mhih4uPyd8WQgghhBBSFZzxtzMQT1Xv4sGgL4gln15S1n1XrFiBs88+G5FIBPPmzcO8efMwPDyMrVu34tZbb8Ull1yCmTNn5txnYGAAZ555JgYHBzFv3jyMjIxg8eLF+MIXvoBUKoUrr7zS8t/v6+vD2972NkSjUcyfPx/9/f144YUXcPnll2Pbtm249tprx91HVVV85CMfwXPPPYd3vvOdOOmkk7BgwQJcf/31eOWVV/D000/D7/ejubkZl19+OZ566ins378fH/7wh9Hc3FzS87N9+3Yccsgh4y6/5JJLxl3m1/V7VtPibwoghFgkrA2DCh829brB+lg8SQHEY2gRWAYCyKTGIDr7gH72SXgGEYFl1LvTnnGADHCfeRLh/gCAUJ7A0VofgN+nIJlSMRCOY0Ybz5deI5IQDpDcDhAASCar54NuTTLSZXxdqBUINACJAmJHPAyoKlDmSjBCCCGEEFK9xFPxqhZAKuG2227D2NgYHnnkEVx66aU5161btw7t7e3j7vOvf/0LH/7wh/GnP/0JTU1N2mWXXHIJrr/++pIEkMceewzvete78Oijj2qPtWzZMpx//vm47rrrcPHFF+Okk07KuU9nZydSqRTefPNNzJ07FwDQ3d2N888/HwsWLMDtt9+Ob3zjG+jo6MC9996L+fPnY//+/bj55pvHOVGK0dLSgi984Qva7w8++CAaGxtx0UUXAQD279+Pxx9/HGeddVbVRn0xAosQi4zFRAdI4UFdwO/TVjmLuCziDVIpFf/7xDoAhSOw9JfHEqmC1xPnESXoRg6Q9kZGYHkZETsHjHeAKIqCSZn91x+mg8eLjMXS+090gOQ6QHiedJWtC42vq2sEgg2Fr1NTQCJqyyYRQgghhBDiVbq60guIzj///HHXHX300ePcHwDQ2tqKu+66SxMsAODiiy/G8ccfj87OTmzfvt3y31cUBb/+9a9zHuv000/HVVddhVQqZVgY/qMf/UgTPwBg6tSp+PnPfw4AuP322y3//WJMmTIFd999N+6++27cfPPNCIfDuOSSS7TL3ve+9wEAbrrpJu2yu+++W9rfdwIKIIRYpFgEFqDrAYlRAPESr3f2az/3jBQe/tRlnCHxJAd7XiHrADESQNIxSn2jHKB7kWgyfR5UFCBYoDB7Umb/9XP/eZKxvBJ0RVE0F0iSEVjuMTYA7F5ufP2kg4E6kxhH9oAQQgghhJAJxqmnngoA+OxnP4ulS5ciZWFB12mnnYbJk8fHyx5xxBEAkNMbUoyTTz4ZRx555LjLP/nJTwIAXnrppYL3+8QnPjHusve+972YNGkSNm7ciO7ubsvbYJVFixYhlUrhvPPO0y5buHAhGhoaMG/ePOl/zykogBBikawAYpwcJwZFFEC8hRikA8DsyY0FbyMGtHSAeIdiAojYl1u6RxzbJmId4QAJBXwFy9eEANJHB4gnyZagZ0V/IYCwA8RFutalnRyFUHzAwWcbO0AACiCEEEIIIWTC8d3vfhfz58/HY489hjPOOAOTJ0/Ge97zHvz617/G8PBwwfvMmjWr4OWiXyMate6sPuiggwpeLqKq9uzZM+66SZMmoaWlxfTxCt2vUl544QUAwPz587XLFi9ejDPOOAN1dXXS/55TUAAhxAKqqiJcJAIL0DlAGIHlKfSixpffcWjB2wgHSIwOEM9QrAT9mJnpDwPr9g45tk3EOuJYyo+/EkxqEhFYjDDzIpoAonvPEzFYCXaAuEfMRPCdNQ9omAQECwv96ftTACGEEEIIIROL1tZWPP/883jxxRdxzTXX4Mgjj8SCBQvwjW98A0ceeSS2bNky7j6FFvF5BZnl4wsXLoSiKNp/t956KwBg5syZ2mX79u3LuV2pHSNegCXohFggmkhBLHg1KzfXHCAUQDyFKEB/29zJmNFWX/A2dewA8RzFHCBHzmgFAOwfiqJvNIbJTdW7GqEW0RwgwcLnTLG/GIHlTfIjsAC9A4TnSdeIFl6hBgCYclj6/6HCK8UAAJEBqZtDCCGEEEKqg6Av6PYmVESl268oCs4++2ycffbZANKF4t/85jdx//334/vf/z4efPBBGZtZkB07dphefsABB4y7rr+/H8PDwwVdIJ2dnQBQsLukVGbMmIHLL78cABAOh/HQQw/huOOO02LD1qxZgxUrVuDiiy/WyuI7Ojoq/rtOQwGEEAvoI60aDYZ5ADtAvIoQQIwK0IFsBBY7QLxBNJHUBrAt9YXfqppDAcye3ICdfWPYtH8YZ8yd4uQmkiII11yDwTmTHS7eZf2+ISzckM6T1e+/ADtA3Cc2anyd6P5ommp8m+F9creHEEIIIYRUBUs+vcTtTfAUU6dOxY9//GPcf//9WLNmja1/a+XKldi4caPWHyK4//77AQBnnXVWwfs9+OCDuPLKK3Mue/rpp9Hf34/DDz8c06ZN0y4X8VSJRAKlcNRRR+Hee+/VHvuhhx7CNddcg8suuwwAcNlll2Ht2rV44IEHUF9feEFxNcAILEIsEM4MYusCPgQM4lwAvQOktBMOsZdYIttFYIS4jg4QbzCQiUXy+xS01huv9JjaHALAGCUvIvbhpMbC+0/su81d7HDxGr99IWsBD+gK7MX7HztAXMQsAiuUziNG83Tj24zsl7s9hBBCCCGEeJw777wT27ZtG3f5k08+CQCYM2eOrX8/lUrhG9/4BsLhbBzt66+/jttvvx0+nw9f+tKXCt7vuuuuw/bt27Xfe3p6cM011wAAvvrVr+bcVrhINmzYUPZ2Ll68GABw7rnn5lx2+umnV7X4AdABQoglxiz0fwDZstixGIfoXiKaSAtYRlE8ABDMDPboAPEGwhUwqTEIn884e7M5I46MRCk6eo2BsbQA0tZYOJrsgqOn47rH38LLW3qwsy+sldoT99HH3U5vzX7QDWaORQrFLmImgAgHSPM049tQACGEEEIIIROMO++8E1/5yldwzDHH4Oijj0YgEMCGDRuwcuVKNDQ04Nprr7X173/gAx/A6tWrceihh+Lcc8/F4OAgnn/+ecTjcfzwhz/U4qb0zJkzByeccAKOPfZYvPOd70QwGMTzzz+PgYEBnHfeefja176Wc/sPfvCD+NOf/oRPfepTePe73422tjYAwN133215OxcvXow5c+ZoJeudnZ3o7OzEZz7zGUv3/+pXv4oVK1YASEeMAcCjjz6KlStXard57bXXLG+PTCiAEGKB0UwZs1n8FZAVSNgB4i2iFhwgoqg5SgHEE/SHhQBi3uvRkukHGYnQAeI1BoUA0lDYATJnSiNOPWgSXt/Rj2Xb+yiAeAh/RgE5fFozTpzVpl3emDnewox5dI+omQCSyQdumWF8GwoghBBCCCFkgnH99dfjn//8J5YsWYIFCxYgFoth1qxZ+OIXv4jvfve7OOyww2z9+1OmTMGrr76K//7v/8bTTz+NoaEhHHPMMbj66qtxxRVXFLyPoih4+OGHcd111+G+++7Dnj17MHPmTFx11VX4wQ9+gEAgd6R/6aWX4pe//CV+//vf47HHHkM0GgVgXQCJRCJYtmwZPvrRj2qXLVq0CECuI8SMt956C0uW5EatdXV1oaury9L97YQCCCEWEMMeswJ0QBeBFeNqdC+hlTGbCCDBzHXxBKNdvED/qIhPMhdAREE6HSDeYzAjYrUbCCAAMLMt7S4YYISZpxjNvId99u0HQ9HZQZoy74GjPN7cw0oHiJkDZJgCCCGEEEIImVhcdNFFuOiiiyzddv78+VBV47nQvffeq3Vm6DG7D5COqPrLX/5iaRsEoVAIN9xwA2644QZLt7/66qtx9dVXl/Q3BPX19YhEIjmXXXbZZVoXiBUWLlxY1t92AnaAEGIB0enRWGeuGTbQAeJJRARWnQUHSCzJfecF+oQDpMl4eA4AzZmC9GEOZD2HiMBqN+gA0V8nbku8gRD9m/JE/6aM4DhKkd89LHWAmDlAWIJOCCGEEEIImVhQACHEAkNj6WFPS71FAYQdIJ4iG4Fl7OCpYwm6p+jPdIBMbrLoAIlwIOs1hKvDKAILANob0vtXuEWINxACSH7vlVgEwAgsF7HUAWJWgt4td3sIIYQQQgghxONQACHEAl3DaRvYtJaQ6e20CCw6QDyFVoJuwQESTzICywtkS9CLdIDUMwLLqxTrAAHoAPEqWQEkV/RvCjECy3WsdIA0TDK+TWRA6uYQQgghhBBCiNdhBwghFtg/lC4PmtZab3q7RuajexLh6ggFTQQQOkA8xUDYmgNEE0DoAPEc2Qgs430oxBF2gHgL0WOV7wDRIrCiFPldw0oHiD+QFkNiw+NvEw8DiRgQMD+3EkIIIYQQQiqjWJ+IEeXch5hDBwghFugazgggRRwgYpg3yNXMnsJKBFZQ6wChAOIFhjKCRmt9kQ6QUPp6doB4DyFimXeApIewdIB4i1EjB0hGEAmzA8Q9rHSAAEBDu/Ht6AIhhBBCCCGETCAogBBiga6hdATWVIsCCId53iIaFwIIHSDVghiwNtQZi1aArgSdDhBPsaKzHzt6w1AU4MD2BsPbCXGEHSDeYsygA0Q4QBg55yKmHSAWBZCxAVlbQwghhBBCCCGehwIIIRYQDpDpRSKwxGrmIQognsJSB0hAdIBQAPECYxnRSvTqGKGVoEd5zHmJR17fBQD40EkH4gAzAYSisedQVRWjRhFYLEF3HysRWABQ3258OzpACCGEEEIIIRMICiCEWEA4QIpFYGmFvlzN7Cm0CCyTYXqdXwFAB4hXMOogyIcdIN5EOHKOPbDN9HZtmXPm0FgcqRRzTr1ANJGCiJxtDOVGYDVmStDpAHGR+JjBFQoQ0C3SoAOEEEIIIWRCwx4JUq3Y8dqlAEJIEcZiSS0PvaOYAKLrAOEwzztkO0DoAKkWxuLpY66+WASWLpKHH/C8g9h/xRw8IjYwpQIj7JXwBHp3R/7+E8cbO0BcQlWNBZBgA6Ao2d/pACGEEEIImZD4/enP8PE4XfakOhGvXfFalgEFEEKKMBRJH3g+BWjJWw2bT6tumMdSZu8gIrDqTAQQUYIepQPEExh1EOQjOkDiSZX7zkNEhABSZ/4xo87vQ8CXHtqGo4xV8gKjmfeu+qAPfp+Sc50oRR/lvnKHZByAgdAbyFugQQcIIYQQQsiEJBgMIhQKYXBwkIsESdWhqioGBwcRCoUQDAalPa75NJcQgsFMNn1rQxCKopjetj7oR33Qh0g8haGxuLa6mbhLzIoDxE8HiJcQAkgxB4HoJADSLpD6IrcnziAEkPqA+f5QFAWNdX4MRRJa7wRxF+Heaawb/xGxKSNIjlLgd4eEUfwVgEBe146ZA2SsX8rmEEIIIYQQb9LR0YHdu3dj165daGtrQzBYfJ5FiJuoqop4PI7BwUGMjIzgwAMPlPr4FEAIKYIoNLcqZrQ31GFfPIKBcByzJ9u5ZcQq2Qgs42FsMCOOxCiAuI6qqghrDgLzAbrfp6Cpzo/RWBIjkQQ6ms1j6ogzWI0wA9KxSkORBB0gHkGIG4XcV02hQM5tiMMkosbXleIAYQQWIYQQQkhN09raCgDo6enB7t27Xd4aQqwTCoVw4IEHaq9hWVAAIaQImgOk3qIA0hjEvqEIBsZYhO4VovESHCAJWkTdRl/CXMwBAgAt9cG0AMKhrGeIZI45K/tPFG3TAeINRLxVUwEHiBAkI4ybcwfDAnSkO0D0mDlAosNSNocQQgghhHiX1tZWtLa2Ih6PI5nkYjPiffx+v9TYKz0UQAgpgugAseoAEbcbCLNwyiuIDpD6oLEAEqIDxDOMmZQwF6K5PgAMZY9V4j5iH1qJJGOskrcwe88T58lonF+gXCERMb4uUJ/7e12T8W1jo3K2hxBCCCGEeJ5gMGjbUJmQaoEl6IQUYWgsPZRrbbCmF7Y3ZgSQMQ5jvYCqqtqK5oYCK5oFQc0BQgHEbUR8Up3fh4C/+NtUc8ZBMBLhAN0raCXoVhwgolg7xqG6FxjSeq/Gny9FjGCU50l3KEUACTYa3zYelrM9hBBCCCGEEFIFUAAhpAiDJXaAiNsNUQDxBMPRhObqmNJUZ3i7OrGymQ4Q1wnHrPV/CFrqMwIIHQSeQStBN3FdCZpC6f0c5v7zBGaxj2J/JlIqEjxXOk/cRAAJ0gFCCCGEEEIIIYWgAEJIEYZK7gBJD9kHwuwA8QI9w+nS2OZQwDSORzhAYokUVJU9IG5SinsA0DlAOED3BKqqai4eOkCqDxGB1VowAiu7P+kCcQFZEVh0gBBCCCGEEEImEBRACCmCthqWHSBVSc9IWojqaDZ2fwDp6DK/TwEAdGVEE+IOwgHSaNEBIgSQYUZgeYJYMoVURkOst7AP6QDxFlrsY32hCKzsx0YKIC4gKwKLDhBCCCGEEELIBIICCCFFMFsNWwh2gHiLnpG0mNHRHDK9XdDvw5zJ6YHRlu4R27eLGDMWt16gDWRK0EEHiFeIxLOD8foAHSDVhtl7ns+noC7jlouwCN154mPG15VUgk4HCCGEEEIIIWTiYKsAcuONN+L0009HS0sLpk2bhksuuQQbNmyw808SIh2xqrzQathCtDeknQaDdIB4gt6MADKliAMEAOZ2pAdGW7u5OtZNxmLpY86qA6SFJeieQgzG/T4FQb9S9PZNmf0cjnH/eYGhIq5H4QKhA8QFEibuxFI6QOJ8jyOEEEIIIYRMHGwVQBYtWoSrrroKr732Gp599lkkEgm8+93vxugov3iR6mE0s6q8qc6aACIisAbpAPEE3VoElrkDBAAOyQgg23p4jnITrT/CagQWHSCeYiyW7f9QlOICSCM7XDzFkCb6GwggQSGA0AHiOAkzB0hD3u/1AAyOPzpACCGEEEIIIRMIaxPdMnnqqadyfr/nnnswbdo0vP766zj33HPH3T4ajSIaza5uGxoasnPzCLGEiGVpDFkbxmYjsFiC7gV6NAdIcQHk4IwAsqOXAoibjMXSK8utRmC1ZAa1QxQdPUEkISLMrK2xaMoIIOEoB+peIOsAKfwRURSh66POiEOYOUACee9xipJ2gcQKRDomxoBUEvBZO8cSQgghhBBCSDXjaAfI4OAgAGDy5MkFr7/xxhvR1tam/Td79mwnN4+QgohiXlG0XAyWoHsL4cSZ1Fi8w0VEvoTZReAqYmV5XcDaWxRdV95COECsClgiAmuUEVieQOsAKeYAYQeI85h1gAQbxl9mGoNFFwghhBBCCCFkYuCYAKKqKr797W/j7LPPxnHHHVfwNt/73vcwODio/bdz506nNo8QQzQHiNUIrMygPZpIsSTWA8QyOfUhC2XMzLb3Bto+81MAqUaEM6DBogDSqHWA8HzpBUSXjpHoL86lPE+6QCJifF2+AwQAgo3Gt2cMFiGEEEIIIWSCYGsElp6vfe1rWL16NV566SXD24RCIYRCxWNqCHESUczbZDECq143aI8mUpZXQRN7EMN0K26CrADCQaybaAKIxQglCiDeQgi/Vs994nYUjN1HVVWtg6fRoIOHQrGLmAogpTpAGPVICCGEEEIImRg4IoB8/etfx7///W8sXrwYs2bNcuJPEiKFaCKJeFIFYN0BEvRnS0cTSQ6I3KY0ASSzspnZ9q4Syxw3dXSAVCVCyAhZjDATTpExCiCuE0umkEq/5SFkIGCJbhcKVi4QNxFAgvXjLzMTQOgAIYQQQgghhEwQbI3AUlUVX/va1/CPf/wDzz//PA455BA7/xwh0tGX8jYZrIbNR1EUBHxpEUSIJ8Q9tD4JC8N04TiI0AHiKqWIVgBj57yGJmBZFUAy59YII7BcR19sbhRhxggsFzF1gBQQQEwjsOgAIYQQQgghhEwMbHWAXHXVVbjvvvvwr3/9Cy0tLdi3bx8AoK2tDQ0NBaz6hHgMUcobCvgQsLgaHQCCfh8SqSTidIC4jhjGWlmNXk8HiCeIliiANNcF4FOAlAoMjcUZO+cyQvgNWjxn0gHiHUSxuU/JdTPqYVSgi5iJFoUEEEZgEUIIIYQQQoi9DpA77rgDg4ODmD9/PmbOnKn99+CDD9r5ZwmRhijlbTIogzVCDI5iFEBcp6QIrCCz7b2AJoD4rQkZPp+CVsZgeYZ4iQ6QegognkHsg4agH4pSWADJdrbwPOk4Q3uMr2ucPP4yMwEkOlL59hBCCCGEEEJIFWCrA0RVGf9DqpvRaNoBYlQGa4RY+ZxgBJbrsAS9+ii1BB1I94AMhOMUQDyAdsxZdYDUZQfqqZQKn6/w4J3YjxA1zFxUPE+6yGCn8XVts8dfFmo1vn10uPLtIYQQQgghhJAqwFYHCCHVzmimA6TJYgG6QAggjMByn1KGsfpsewq47lFqCTrAInQvIc57RhFK+ei7Jui+chfhADEVQIRTjg4QZ0kljR0gig9oPWD85aEW48ejAEIIIYQQQgiZIFAAIcQE0QHSGCrRARJgBJZXKKWQWQz2VJUF9m4SE8X1FiOUAAogXiKmCSClRWABjMFym4gmgBjvOyEUR+gAcZbhvUAqUfi6lgMAf3D85RRACCGEEEIIIYQCCCFmhDMCSHPJHSCMwPIKpRRq64vSGe/iHqWWoAMs0vYS8UT6vGd1//l9inZb7j930TpATGIf6+kAcYeBncbXtc0qfLmpADJY2fYQQgghhBBCSJVAAYQQE0QEVskdID5GYHmFUiKw9LdhFI97aB0gJQggoYwAEuN+c51YMn3etOoAAbLn2LEYBRA3iQoHSMCsAyQbFUgcZHiv8XXtBfo/AKC+zfg+dIAQQgghhBBCJggUQAgxoW80BiAbr2MVRmB5A1VVtX1gZZiuKIqu4Jf7zi3KEkC43zyDiI8rx8EToQPEVaw4QFiC7hKxEePrGqcUvpwRWIQQQgghhBBCAYQQM/YMjAEADmxvLOl+jMDyBomUCtFlbnUYK4Z7HMS6Rym9LQJxWzpA3EfsA6sl6AAjzLxCJC7ER7MIrIwDhBFYzhIbNb6urqnw5RRACCGEEEIIIYQCCCFm7M4IIAe015d0P0ZgeQP9MNxsoKeHwz33Ec99nd969BxXpXsHcd4rZf+J444RWO4inn86QDyImQOkHAEkMlTZ9hBCCCGEEEJIlUABhBATsg6QhpLuJyKwKIC4i14AsewACXK45zaVOEAoXLmP5gAJlOAAqaMDxAtEEqIDxPjYy54jeaw5iqkDpLnw5XSAEEIIIYQQQggFEEKMUFUVewcjAIADShVA/MIBwggsNxGDdL9Pgd9nbRjLgl/3Ka8DJFOCTtHRdbIOEHaAVBsiAsvMASIK0rmvHKasCCyWoBNCCCGEEEIIBRBCDBgciyOciQOZ0VZaBFaAEVieQAzSSxnEskzbfcRzX4oDJEQHiGcQwm+whOOOEVjeQIgaYn8Ugg4QlyhLADFwhgBAlBFYhBBCCCGEkIkBBRBCDOgZiQEAWusDpsOgQtQxAssTVDZI5yDWLWKZGJ5y9hsdIO5TToQZI7C8gSUBJMCeJFcw7QAxEDoCIcAfKnxddBhQ6VIlhBBCCCGE1D4UQAgxQHRAlCp+ANmVzzGukHWVWFkCCCOw3CZahnOnjsXMnkHrAClh/zVmzrNhOkBcRThw6oMmHSCZYy3CY81ZynGAAMY9IGoSiIcr2yZCCCGEEEIIqQIogBBigMhCr0QASaS4utJNYmV0ETDexV1UVdX2W2kdIBM3Aus7D63Cx3/3KpIeOd8I51vQb70EvaU+AAAYisRt2SZijdFYAkBWkCqEeE+ciMeaq5QrgNS3Gl/HHhBCCCGEEELIBCDg9gYQ4lWi8eIrYY0Qg784h+iuIvZhOYN0Fvy6QyKlaqkswo1jhYlagp5KqXj49V0AgNW7BnDynEkub1F5Jegt9UEAwNBYwpZtItbozUQ/Tmk2iE2CvidpApwjUylg3b+BpXcBqSQwex7wjmuMXRV2Uk4EFmC+rdFhoGVG+dtECCGEEEIIIVUABRBCDBAOgFKGsALhAJloHSD7BiNIpFKYNanR7U0BUF4XQWtmEDs4Vtsr0SPxJD71+9cQjiVx46XHe2JwDuTGxpWy3+omqANkJJYVDLziOItlStBL2X/CATI8gRwgqqri3le2421zp+DomSar9B2kdzQjgDTVGd5mQsUEvnIr8NyPs7/vfA3Y9AzwpReBgPFzZAtlR2CZvLYiLEInhBBCCCGE1D6MwCKeZO2eQSzb3ufqNkQqcoBkBBCPDCSdIJVSccntL+Ps//cCNuzzRqxGOR0gYuWzWAldq6zbO4QVnQNYv28Yf3plu9ubo1GuAKKtSp9gouOQTqjzivgTL6MDpLUhLTwORyaOA+SpN/fhJ4+9hQtvfdHtTdHoGy3uABHviZF4Emotl2gP7gJe+On4y7vXAyv+5Pz2yO4AAYAoBRBCCCGEEEJI7UMBhHiOZErF+297CR+981Xs7HOvoDNSQQl6YAJGYA2MxbFvKAIAuOnJdS5vTZpYGWXaYuVz72jUlm3yCl3D2X+fWPXtBcRxF/Ap8Pusd0hkHSATIJZHhz4yyivuiViydAFkInaA7B2MaD/v6DUZbjtEMqWiP5w+F0y24ABJqd5xHdnCmoeApMG5ce2jzm4LYC6ABE1cl8UisAghhBBCCCGkxqEAQjyHfhC0orPfte0Qq6lL6Y8Q1E3ACKzekexAfb1XHCBlRGCJwV+fh0QBO+gayg5fxdDTC4xG0wP9plBpCY1aB8gEEh2BXMHAK+KB1gESKL0EfSI4QAbDcXz/0TW47vG3tMteWN/l4hal6Q/HoKqAogCTGoOGtwvpXJE1HYP1xl+Nr9vxsrkgIZtUyvjvBRsBn8lCDbMILAoghBBCCCGEkAkABRDiOTbuz34hf3DZTtciNkQEVqgMB8hEjMDq0UVG7R2M4KYn1+OpN/e5uEXAWCy9DxvrrO/DKc0ZB0iNR2Dt6h/Tfu7z0L91NJreZ80lCiCaA6SWB7IF0EdgeaVAvKwIrHoRgeUNEcdOHl+zB/ct6cy5bPkO98R+gTjntTcEETDZd3pHXaRWHVepJNC3zfw2O5c4sy0AkBgDYPB5wsz9ATACixBCCCGEEDLhoQBCPMfG/SPaz69s6cUDy3a6sh2RzBCvvowS9IkYgZUfGXXnoi348l9fd2lr0oxk3ASNddaH6VOaMh0gNRyB9Y8Vu/C7xVu13/s86AApRbQCdB0gE+iYA4AhnWPCKw6QckrQhQDiFRHHTnqGxx9vb3QOOL8heQgXn1n/BwD4fErtC47hPkAtIu70bnFmWwAgPmZ8nVn/B8AILEIIIYQQQsiEhwII8RxLt+WWn6/dM+jKdmQdIIzAsoJRZJSbz0E44wApJU5pcnM2AqtWC36v/dfanN8j8ZQmFrnNSNkRWOljLpao0RXpBVBVFQvW7dd+17tB3ETsg3I6QMbiyZo/bxaKnNs9MIb9ulg6NxBC6ORG4/4PQajWO3dGu4vfZmCH/dshiJv0odEBQgghhBBCCCGmUAAhnmLVzgG8tLkHfp+Cz591CID0atmECwOxaAUOEC0CK1mbA/RC9BjEKPWMuOek0PokSonAynSAxJNqzur6WuLgjvErht/20wUY9MAAPStalXbc1fyK9AI889Z+PKmLmfvTqzvw0/+sQ9Ll6D1x3qsrQQBprs8KXrXeA2J0nD20fKer4k8k03vVYOF8KTp3xH1qDisCSL+TAoiJAyTYYH7f+jbj6+gAIYQQQgghhEwAKIAQT7Fq1wAAYP4RU3HqQZMAAE+t3Ydjrn0a331oFVIODvaEA6S+DAdIcAI6QHoNhI6uIRcFkFjpboL6oF/b515ZUS+b1obxz8dINIFfPLPBha0Zvx0A0FRCbBmQHchGE6made7k82CBeMC7Fm/FK1t6XNiaLOK8V4oDJOj3abFntd4DMpDnADmgrR4AcPMzG3GXLprOaUrZb+IcGa1Vx5UlB0hn8dvIwi4HSIQOEEIIIYQQQkjtQwGEeIr+0fTga1prPTqaszEcsUQKD72+C4s2WRhKSEKsbK0vowRd6wCZIAJIIpnC65kS3/cfPzPnuq5hNx0g5bkJxD6v1eGeWIF+2ydPzrl81c4BF7YmF+HaKbcEHZg4zquQQcfG2j3uDTVTKRWJVOkdIEBWqPRKHJtdDOQJq+84cqr28z0vFynetpFYxj1l9LrSU/OdO0vvKn4bRwWQChwg7AAhhBBCCCGETHAogBBPMTCWXhnb3hhER8v4ItZuB90EYvhtZRiUT90Ei8C66cn1WL9vGD4FuPKcQ3Kuu+XZjXhouTtF9qMV9knUaryLKJo+sL0Bl5x0gHZ5r0GPi5OMZiKwGksUrfTHaa0KV/ls7y28KnzdXvcEkIjuuS/13CkcIJFa7ZXIMBjOFUAuPC4rGh9/oElckc1kHSBK0dvqHVc1x9gAsHOJhdv1OScgmDpAigggZtcn3O2dIYQQQgghhBAnoABCPMVAZjDU3hBER/N4AUREGjlBtAIHiIgQidXicCiPnpEo/pBZtXzrJ07GyXMm4f9+4Bjt+nV7h/Ddh1e70uOiRWCVGKdU6w6QoUzEUFtDANdfchx+d9mpAIyL7J2kUtEKqNGhbB6plIptPSMAgBsvPR4/fP/R+MY7DwcAvOWiA2Qk09/hU7KChlUaMsed6IGpVfIdIEfNbMH/XHgUAHdF11gJEViiJ2TMwfdkx3jrn9ZvO+CQuG/qACkSgWV2vZmwQgghhBBCCCE1QmkTJkJsRmSjT2qsQ2v9+Jenk4OxSjpAxH0iNTpA19M1FIWqAh3NIVx0YtpN8IWzD8FoNIFbnt2o3S4cT6K1hE4AGWQjsMobpkdr0AGiqqrWbdJaH0RLfRBnHjoFQPr4isSTZYl+stAisEoUrRRFQX3Qh0g8hbEaH6ADwJ7BMUTiKQT9Cj566iwE/D7s6B3FbQs2YfeAybDUZoYi2QgzRSnuJNCTHarX7v5LpVTtfe66i49FU10A01rqcfi0ZgDOivz5xBNpx2LQgnOnrSEIwLjQvarZudT6bQc6genHFL9dpVQSgWV2vdnjEkIIIYQQQkiNQAcI8RT9GQdIW2Ow4PBs1MFs+KiWh176MFgMkGs9ygXIFhbnC1bvPW5Gzu9uDDU1N0GJK9HFPq9FAWs0lkSmogGtmSFmSyigxd647QLJRmCVrs83ZkSTWncQAMD6venonUOnNiOQERZFb0o4lkQq5U78nujvaKkPlnxf4QAZq+Hz5kgsoR1/HzttNj586iwA2deuk+9x+cSS6ee9zoJQXdsCiIX4K4FTPSCxUePr6AAhhBBCCCGEEFMogBBPIYYpkxrTBei//+xp+Np5h+HL7zgUQBU6QGrQQZDPcEQMPHMH1kdMb8kpRHdjKC3+ZqkOELH/atEBItwfdX6f5nRRFEU75lwXQLQS9NKFRxG5FK7FWJ481u9Lx1wdPbNVu0z/OnfLSTBicD6wQuMEcIB0ZXqsmur8OU4rIV4J15obiM4qK+X1QgAZCNeYADLWD/Rutn77gR32bYseOkAIIYQQQgghpGwogBBP0R/OlqADwLuOmY7vvOdIbZjm5GBTrP4PlREHpDkIangls2A4mh6AFVrx/cuPn6Q5C9wYSmsdICUXatduwa/o/2htyI0omtyUFkDcLkIfKbMDBJgYA3TBun1pB8hRM1q0y0IBHwK+9D4dcclJMJI5HzSXsf/qa9wBko4F3AAAmDu1Oec6cY5yMwJLdFZZKUEX79H5fSZVT/fG4rfR07/dls0Yh5lTo66IAyRgJoCwBJ0QQgghhBBS+1AAIZ4hlVI1B0h7Q+4wXQw2Rx0cbIrV/yELq2HzEVn2E0IAMVnxXRfw4YD29PDF1QisMjtAam3/PfXmXrz3Vy8CyMZfCaY0CwdI1PHt0hMus7geABpEjNAEEEC296QjcQ6fnh2kK4qC5np3o5TE+aC5AgdIrUaY/eaFzfjPmn0AgEOnNuVcl3WAJKCq7sSXxUsoQW+v1Qis7vWl3X794/ZsRz6VlKD7A4C/zuBxGYFFCCGEEEIIqX0ogBDPMBSJQ8x92hpzh7NiGOrkEF04QMophNY6QGrQQZCPmQACZHP9nR5qxhIpLdKlscRhuth/teYA+fJfV2g/54uMk5tCAIDeEXcdICI2rpzjrmkCRWCJ/TS1uT7ncnGuHHEpSmkkmi1BL5WGGu9OeurNfdrP+Q4Q0XmTUt2LThQOEEsRWJn36MFai8Da80bp93nlN/K3I59KIrDMbpOKA8ka24eEEEIIIYQQkgcFEOIZ9gykoxha6gPjiscbRTyIg6uatUFsOSXomQFSLJFyrYzYKUSkklHpsVuruvWvldJL0GvTAaKnozmU87sQRIZcXtFdSffORInAUlUVvRmnzuTm3JXdeieBG1TSAdJQ4yX28w6erP08JW+/NeoEP7disIQDxEoJentDevsHxtwVTKWSTACrHyz9fs/8AEjZLFqZOTWKOUCK3YY9IIQQQgghhJAahwII8QTPvbUf77stHc0zrSU07vomFwZjYhAbKqsEPTvMqjUXQT7FHCDCfTEWd3aoJ4aIoYAPAQsDPT1in9fyvuvIO860UmPXBRARPVe68DhRIrCGownN3TSlKXeQLrokxHHpNJU4QDQBq0aFR13lDi456cCc63w+RRNq3RKvxGvKSgSWcIDUVAn6tkXlR0KVUpxeDnY5QIo9NiGEEEIIIYTUABRAiCf4r4dWaT9Pb60fd31DnfMFsWL4XUkEFlDbLgJAL4AUdoA0uOYASf+9cgax2RL02tl3+b0CU5sLCyBuZ/pHK3CANGkOkNqOwBLxV011/nHnpyaXHSDDUfPzgRkiAqtWHTyxjMPiexceVbCXSMRg9Y2646qITfQOkG2Ly79vdEjedhTC1AFiRQAxc4CwB4QQQgghhBBS21AAIZ6gQTfEM3OAODUYS6VULQ+9vowSdL9PQdCfXu4bqaEheiGGtQiswkKD1svgcCeBEMtEfFopCAeIW1n8djCU5wgwcoC4PdCspHvHLbHNaURR/ZTm8edKLQLLJRFIRGCV1QFS4xFmxTo2xL/7Q799xZXoxJI6QDLni+FIAslaiXkc7Ta+7uiLzO9rt4uikhJ0gA4QQgghhBBCyISGAgjxBJN0MS7TCjhAnO4A0UcflTOIBbLdIbU0RC+EcIC0GpWgu5TrL14rTSUWoAO16QDpHYnm/D41r4Og1QMCSDKlajE85Rx3bvXNOE1PxgEyOS/+CsgKDyNudYBIKEEP16hrLl7EYaHfZ248B9ntU4rcEmjWne/DteK4Gu0xvu7UzwHNM4yvT0Tkb48eM5dGYPxnppJuQwGEEEIIIYQQUuNQACGeQD889ynjhy/6DpD8KB870A++Q2U4QAAgVONxLgJRml20BN3pDpCM46RQ1EwxRPxStIbEq968WJ3JTd5zgOjj4sorQRfniRoZyBogIpI6mscLIOL1PuJSB4g43wk3RymIc0WkRs+ZQtwzclh86R1ztZ/d2H+llKDX+X0I+NLv1aMOu/tsw8wB0jwNmDvf+Hq7RYTosPF1oZbi92cEFiGEEEIIIWQCQwGEeIJIkbJpMUxLpFQtp9zW7ckMvgM+peQCbYEY4NZyBJaqqtg9kB78zGwrvMK00aVYG80BUkEHSLHXZTWR7wBpyosGa8+UGg+6WGqc47wqowR9ojhAxL40c4C41QEixONyhON6l8RSp9AipgzeU7534dFaZKAbDp5YCSXoiqJox5tbcWvSCZs4QJqmAkETF4XdDpDYiPF1dc3F788ILEIIIYQQQsgEhgII8QTDulXnl7/9oHHXN+SUijshgJTfQyAQ963lEvS+0Zg2bD6gvfCAxa1eBuECaCpjJboY3kZraN/pHSAfOvlAHDOzNed64QDpHY1hV787K4LFsVLn98HnKx7Dk49bYpvTiH1ZqANEc4C4tCpfiFihciLMatw1Z6VkXByHbghY8RI6QIDsa83pfifbMIvAapxSxEVhtwPERAAJWRFA6AAhhBBCCCGETFwogBBPMJQp0n7ym+dgZtv4QXrQr0AkY8UcWJWvDfHKjL8CajNGKZ+d/emhz/TWkKFY5NZQc6SiCCzRAVI7+050tVx6yoH45cdPgpIXNScGrwDwuXuWObptAiGAlHvcib6ZmlmRbkBvpgNkSgEHiHD2jLnkoqjk3DnRS9CB7PnKDQHEikCjp6YcILFRYyGgvh3wB817NNx0gASbit+fDhBCCCGEEELIBIYCCPEEQ6JIu6Fwj4SiKFpsiBPF1FIcIIHad4Ds7EsPjGZPMl5d6lYvgwwHSC3tu+GMyNhapKsFADZ1mQzbbES4u8pxDwBAc2b4XzOdBAb0aQ6Q8QJI9rzjjnhXUQRWDQqPeqyUjIty8WE3HCCiAyRgzX0l4tZqonPHzP3R1JH+v1siQippLM7UNQM+C8ea6bbTAUIIIYQQQgipbSiAENeJxJPaylh9GXo+WiyRA8MxbSV6GUXMAi0Cq4Y7QHZlHCCzJhkPV9yKwBqpqAPEudeaUwyNpZ+PFoNjTFEUHDE9G6XihNMqH3GslFOADgCTGtOCQF9e4Xut0aN1gIyPwKp32UUhHG+hMjpcalF41GPFAeJmh4uIwLLuAHE3bk0q4V7j65qmpv/vlgOk0v4PwFwASUSNryOEEEIIIYSQGoACCHEdEX/lU4CmOhMBRKwOdqIDJFH+EE+Q7QCpnSF6Pmv3DAIADp1qPITRehkcHmqGGYGVQzEHCAA88Y1ztJ/dEBEqdV51ZDoxukeiUFVV2nZ5Dc0BUiACS/QlOX28CaIl9kjoyYrGtXPc6dEcFiYCg3gPdCcCK33MWO8AyYjbLmyrdKJDxtfVt6f/75YDJDZqfJ2V/g8ACIwXSzUSjMAihBBCCCGE1DYUQIjrZFemB02Lj8XqYJFTbifReGUr0fX3rdXVzKqqYtn2PgDAaQdPNrydcIA4PdAbYQl6DqIDxMgBAqRXfgsRoXfU+VXBQtws97gT2x5LpDQHUK2hqqppBFZD0N3ovYoisDKCczKlamJBLVFKB4gbropYZt+V6gAZrYXOFisig1sOELMCdKsOkAAdIIQQQgghhJCJCwUQ4jpiZXpzkZX6Tg6lxQrkejpADFm0sRv7h6II+hWcPKfd8HZiRbPTkTxiVXJjORFYNekAyQqNZnRkhuqiaNtJxPC83OOuoc6vCV49Lmy/EwyNJZBIpVfqTy7kAKlLnyfdcICoqqoN+cuJD9Tfp5aOPYFwWJgJDEKgHInGHdkmPXHhALEogNSWA8RMZMiUjLvmABk2vi7UYu0xzBwgLEEnhBBCCCGE1DgUQIjriMG4GKYYURdwbigtpwOkth0gP/znmwCAdxwx1TSySERghR1+HsSqZLNYNSPEvovWUH+LiJozc4AAWVeBGw6QiOYAKV947GhJD/pET0at0ZPZLy2hQMGIPvHcudEBkkipyGgzFXWAALV53hQOC3MHiHDMOf/vz5a0T0QHiAWXRVU7QMy2vTbPlYQQQgghhBAioABCXEeUYzcUGVQ7WUwdleEACdRuCXokntQK0G/40PGmt3WrBF0MgBuLCGuFEMPbWnLvWInAArLF2m44QCISoudEL0ZvjQogZvFXgLsdIPpzczkRWIqi1HQRuhWHRTYCy1lXRSqlas4i6x0g7vWVSGf9E8bXCZEhaCIi2OoAMRFArHaAmJag2yjeEEIIIYQQQogHoABCXGfUYldDVgCxfzAmpwPEudJ2p+keTg+XQwEfprWYRGsgu0o4lkghmXKumDqceV01lOEmcPK15hTDmgPEPAJLExBcLEEvxz0gyBah12YElhB2CsVfAe6ed/TxhOUIIEBtRwfGLDgsWoQAEnFWVNB3awX9xl1cesR7tngPr1p6twBbFhhfr3WAuBSBJcUBYlaCTgGEEEIIIYQQUttQACGuo63ULyaAZAZjMQcjsCqJ4qnlCKyu4fTAZGpLCIpiPizT79ewg4MyMUAt9roqhNjv8aTqqGhjF6mUqq0oby3iAMl2gLgQgVVBf4RAOCP6alUA0RwghQeaQvCLJVNIOFwkHtWVfBc7LxhRqw6QZCp7LjFzWGRjpZwVFfTuHasOENGvFHYhrksqb/3L/HorDpCoSU9HpZh2gMgoQacAQgghhBBCCKltKIAQ17EagSViQ5yMwCp3FTOgy+KvsUEeAHQNpYfjxdwfQPo5FLNQJ3sJxPNeiQMEqA0XyGgsoXUztDaYO0BEBFafiw6QSoRH4R6JJat/vxVCRJNNMXCANOgEv4jDReLaedNih0QhNAdLjZWgxy06LNxy8AiBtC7gs+zAagzWiAPk5V+ZX19nwQGy8zUgaVNxfSxsfJ0MB0icAgghhBBCCCGktqEAQlxHDKobiww9xarwqAOCgjbIq2QQq0W51N4gtmtYCCAmK2IzKIqi7Vsne0CE26ScYXqOAFIDUTyi/yPoV4qKesJB0eOCg0Jzg1Vw3InV66JvodYo1gGi379OF6ELsbASB0+9g+d5J9FHTJk5LLR/v8PC69BYenjfWiQiT0/NiFWRQfPrQxYcIACwdZGc7cnHrKTcrNxcDztACCGEEEIIIRMYCiDEdUSBaoPlDhD7hy1xLau9vBgXAKjXolyqfDhUANEBMq21uAMEyLp7nBJAUim1ogisgN+HgC+976t+uAd9AXqwaDSRFoE16nwEltYHFDJ3g5khjlknovLcoEfrACl87CmKormenBZfhVhYSYeL1gFSA84rPXHd6zHoMxNA3OlA0QSQBuvHnpPvya5S15T+v5kDBAA2P2fP3zcTKMycHVZvRwGEEEIIIYQQUuNQACGuI4biTaFiAohzHSAiq91vMqgqRn1NO0AyHSAGPQT5CBHCqQ4Q/fC0mLBmRC11EWQL0IsPN7UILBccIKNRa+cCM0TBdCJVm0NZ4QDpMHCAANnXvNPxezKiA0M1KhzHdKK6z2csQmr/fqcdIBHREVSGA6QGzpGmiJgpIYQYMbLPnr8vRQChA4QQQgghhBAycaEAQlwnW4JuPpx1crVpIiOABEwGVcXIrmSurUEeAAyE0wP1SQY9BPlkBRBnBmX66J/6Mlejh2ol3gV6B0hxAUREK43Gko5HKAk3WGUOkEwEVqI2I7BEB8hkk2NPOEDcisCyWqJdiGysUm0N1cXrMVikH8WtDpCsA8S6AKLFUtbAOdIUIYDUt5rfLtxrz99PmojRfgkOEHaAEEIIIYQQQmocCiDEdUTsTbGy6qwAYv9gLJkUDpBKBJDazLIHShuoAy4IIFqZts90tbUZ9Q6+3uxmSDhAQsWHmy2hAOoyQ1qnY7C0CKwiYqgZYtv1pdO1hIjAmmIQgQVkB9OuRWBJKLGvPQeINXFIvG847wARHSBlRGDV4HtcDiFd0fg5/2V8u3CfPX9figPEpCuEDhBCCCGEEEJIjUMBhLhO1gHinQ4QGQ4Qt3L4nWAkWqoAkr7dWNyZCCzxmiomqpkRcimL3w5KEawURdHcBSJuySlEBFY5vS0CrQOkBgWQaCKJ3sw+mdFmPNDUHCBVGIFV75J4Yzcxiw4QIQA57wDJRGCV4ACpGZdjsNH8en301du/bnw7uxwgCZPzsFUBxKzA3axknRBCCCGEEEJqAAogxHWEK6BoCXrQyQ6Q9N+ozAFSOwP0fLKdEtaGZWLfjkSddYAUi1Uzw0nHkd1oq7stDjdFDFavwz0goiOmuZIIrEDtOkC6htKDyrqAD5MajfelW+KrcDlU1gFSm+dNIcjVFRNAdA4QVXUuxi3rACkhAqtWHCApE2E+0JCNwAKAUBugGHxWGe0B7Nhnpg4QE2HD6u0SY6VtDyGEEEIIIYRUGRRAiOuEM8OTYrE31eYAcSvKxAmEA8TqoPrgKekVtqt3Dti1STkIUU3sg3IIuZTFbwelRpZNyZTbi7glp9AcIDI6QJK11wGydzA9CJ3ZVg9FMT43uVaCHqcDxAjx7yn23AgBSFWddTFlO0BKicCqgZ6kZNy8Y+PQ8wCfTvDw+YDGyYVvm4oD0WG52wcU6QCx1sMFf9BYuKEDhBBCCCGEEFLjUAAhrhPODNOtR2A50AGSEUD8RVbrmpFdyVxbgzwAGCpxoH7O4VMBAIs3dTuyqlkMfou5iswQr7daELBKdexMcSsCS3OAVB6BVYsOkL2D6ZXaM1rNV33XayXozj4HW3tGAVTWAZItQa+t/WelvB7IFW2dfA7KcYCIbU2kVCSq9XiLjZpff94Pxl/WOMX49nbEYMlwgJjdNhGxx7lCCCGEEEIIIR6BAghxlRWd/djUNQKg+LC6TovbsH/QIlaPV+YAyUa5OBllYjfRRFKLIbNSqg0A8w6ZjKBfwf6hqLaK3U4iolcmKCECq4YcIFYLjoUA0ut4B4gQQyt3gDgRlec0+4eyDhAz3OgAGQzH8ceXtgEALjxuRtmPU6sOEOGmmtpi3tlQ5/dBmHucfA7K6QARIj9QxYKVmQCi+IEZx42/3FQAsaEI3bQDxKIDBGAPCCGEEEIIIWTCQgGEuMrfXuvUfp7Z1mB6WzFscSIWRE4HiDsree1mJJLNS2+2OFCvD/q1lcXDEfuL0LUIrAocILW0Er0aIrBiiZQmPDZJicCq/v2WjxAPZxQ5V7rRAdI9EkUipaK1PoD3Hz+z7MdpzoiqwpFQK3QPWxNAFEVxRXwV7quWEo49fZxX1Z4nzQSQGccXvtwoAgsA9q2ubHsKYbcDBGAPCCGEEEIIIaSmoQBCXEUMuT522izMKLKqWfRNDI7ZPxiT0wGiWx1bAy4CwY6+MIB0ZFkpAlFjSBSh2y+AaCXoFUTxaBFYNbASveQIrGbnI7BGda+LpgqEq7oa7gARq/TbTQrQAXdcFMJxUx/0m/aTFKMt40AQ/9ZaQRNAms0FEEAvvjq3/0YsRlHq8fkU7Xir2vNk3EQAqWsqfPnkucb3Wf94ZdtTiKSJEG21AwQoIoDQAUIIIYQQQgipXSiAEFcRg1nREWHG9EzuvYiBsROtA6QCASTo92n3d7qM2C5iiRQu/e0rALKRZFYRJffhmAMCSExGB0jtOECEaGg131+LwBpxUADJvC5CAR8CFXTv1LIDRPTR1Bc59oTzSRwHTiCceaWeF/LJCiA15gCxGIEFAPWBbHyiU4Sj6ddKqe6rbDdXlR5vZg4QIwHksAuM77Nzqfw+DTNxQpYDJE4HCCGEEEIIIaR2oQBCXEVE81iJUpremh4cdQ9HNYHCLrIOkMoOkfoachEAueLTQLi0AaUYrI066ACpr6iMWQz2qn/f9Wf2VTHngEBEYPU6GIE1WuYANh9Rgu5EVJ7TRC2+rt3oABHbVqkA0trgnNPPSUScXIcFB0jIBQePECBLcYAA2W2t2vNkOQLInLcDQYProkNAUrJwbCqAFH89WbotHSCEEEIIIYSQGoYCCHGVUsqZpzSH4PcpSKn2dxPIcIAAQKiGeiQAoD9c/mAnK4DYPyjTIrAkOECcXIVtB6qqYjAjgExqshaX4kYJunAGNVQgWgFAMFC7DhBxHgkFzd+63RBAhOCkL8YuB80BMkE7QICsA8Sp9w1VVbXepOaSHSBVfp6MDBlfZyRy+APmRejRkcq2KR9ZAkjQpDvIrGeEEEIIIYQQQqocCiDEVUrpJvD7FC0/3e4YLBkdIEC2jyBWIwKIvhPitIMmlXRf0esw6mQEViUdINW+sjlDOJbUhtOTLDpA9AXwquw4FwPEMVepg0DrAEnUXgeIcATUFxEZRPSbkw4C0XMkKwKrlhwg8WQKXRkBpFjXFeB8h0s0kdJE/8ZSBRBxnqxWl+PQbuPrmjqMrzNyhwBATLIAYtoBIssBQgGEEEIIIYQQUrtQACGuoaqq5gBpseAAAbIxWPsG7f2ynkylh3l+f4UCSGYYGEtW6XAoD70A8tvPnFLSfR11gEjoAHF6FbZdCNdOXcBnWRDSD7GdipISjo1KRcea7gCJZ4vGzRDXu9EBEpIkgIRjyZrZh7v7x5BMqagP+jDNggPE6f4hfSxhqaJx1XclDe4yvq5tlvF1pgKISaxWORg6QBTAb03UBgAE6AAhhBBCCCGETEwogBDXiMRT2qpvq7Eb0xwqQk8k5ThAqr4gNg8hgFx04gGY1lJC+SqyDhAnStDDcXkOkGrvbxFdLZMag1AUa69n/RDbKfeSdsxVUIAO1HgHSMaNVExkcKUDxOK2FUPvBqwVF8i23vRA/KDJTZaOQafPPWGdY67U2Een3SrSMXOAmAkgoWbj65wSQAIhwOI5Xbu9EXEKIIQQQgghhJDahQIIcQ0Rf6UoQFOdRQEks3q2Z8TebgJZHSCaA6TGBJApFrsk9IholREnStAlOEBqRbwSDpD2Buv7rM7vvACSlBQ7JxwgQlCpJYQDJGSxBN3JXgbxOqmrUMDy+xS0ZM4VQzUggOzsC+Nz9ywDAMyZ0mjpPvUO7z8RS9gUKv18WfXnSTMHSOuBxtfVmQkgEiOwkglANRCXSun/ANgBQgghhBBCCJmwUAAhrjGUib9qDgXgszj0nJLpAOkddaYEPeCrsI+gxgQQMUyf1Fi6ACJcPmEHIrAiEkrQtR6Mai33zdCfcYC0W+z/AACfT3HcSaFFYEmKnauV+CQ9WgdIkRL07ADdwQgsiwXtVmitoR6QRRu7tZ9bLDodRSSkKE63GxFL2GhxIYKeqo/AKtcB4lQHiKz+D4AdIIQQQgghhJAJCwUQ4hrCCdBqoQBd0NGcHrz32uwASchygIgS9BoZxornfXJzGQ6QjBgx4kQEVuZvFOtKMCO7srlKo10yDJQpWonXrlMCkDjmghWKjpoDJKUilaotF4gYMoeKlqCnnwNnI7DkOECArAAiRPJqRv8KfO9xMyzd5/gD2wAAK3f227BF4xEdIE0lFqADVR6BFQsD4d7C1wUagIZJxvd1qgPEsP8DQKC0GErT21MAIYQQQgghhNQwtgogixcvxkUXXYQDDjgAiqLgn//8p51/jlQZIgLLagE6AExpyjhAHIrAqjSOp9YcIPo+iVIRw7UnVu9Fz4i9K5vHMkP7ijpAAjXiABnN7LOm0vaZ9tqtMgdIUHf/eKq6910+pTpAnCxBtyrOWEFz8dTAeTOS2QenHjQJ7zpmuqX7nDInPXh/Y+cAVNV+EU8Ixk1lOOaq2gEytMf4urZZ5v0aTkVgmQogJS5EMBNA2AFCCCGEEEIIqWFsFUBGR0dx4okn4je/+Y2df4ZUKUNj2Qgsq0zJOA96bI7ASmQGp5U6QKo+Hz2PSKL8aCl9z8tvX9gibZsKMZYZ6FUWgVUbDpC9g2MAgOmtpa0Wdlq8k9W7E9Q5EOI11AOiqqp2HinmbHKnBD3jAKmwBB0AQv7aiTET++DIGS2WCtAB4JgDWlEX8GEgHMeu/jE7Nw+ALgKrDAdIVTvlhkz6P9pM+j+AIgKITAeIiTBBBwghhBBCCCGEWKL0b7slcOGFF+LCCy+080+QKkbku7eXEM3jVASW5gCR1EdQKw4Q4YYoZ5W3frC9cf+wtG0qxJi2Ur5yB4iTRdJ2sHsgPUA9oN2kALcATq/sFqXlwQojlHIEkEQKKDEm36vo90OoiMjQUOdeB4gMASQYcLZ/xk7CGQdIKW60oN+HWZMasLV7FDv7w5g92Vp5erlU4gBxurBdKoMm/R+tJv0fgHkEVlSiAyRq8l5Zcgm6mQDiTN8MIYQQQgghhLiBrQJIqUSjUUSj2S9hQ0NDLm4NsZuBsbSI0dZgPZpnciYCa3AsjngyVfGw1IiErAgsf40JIJlVvsUGsIU445DJ2s+zJpU2jC8VEf1TiQMkVCMOECGAzCpRAHFavBNxVZUec36fAr9PQTKl1oSDQKCPYrPqAIknVcQSKSmiRDEqOTfkE6yh86YQoUqN4zuwPS2A7HbCASJEmrIisKr4PGlagF7MAeJQB0j/duPrmq1FqmmYOkDsf50RQgghhBBCiFt4qgT9xhtvRFtbm/bf7Nmz3d4kYiODYeEAsS6AtDcEIeaj/aP2uUCSSRHHU9kh4nSPgt1UkvM/qakOP3z/0QDsX5kuHCDlDPQE9dWcbZ9BVVXsyQggB5YoOmkl6A4NNmU5QICsiFIrxx2QjZ/z+5Siz1FjXUBbzf+LZzbYvm2AZAeIFoFV/RFmY2WKC0IkFgKmnUQr6EzShOKqdIDsNL6utYgAEmoxvk5mB4iZADLpkNIey1QAoQOEEEIIIYQQUrt4SgD53ve+h8HBQe2/nTtNvpySqkeLwCrBAeLzKZpjZCBzfzuQ5gCpsQ4QTQApUsJsRMiBuJR4MqUNTisqQc/8G52MEZJN32gMkXgKigLMaPN2B0hCUgcIkBVvamGALsjGzxU/9uoCPlx5zlwAwIubemzdLkFMZgl6DXWAhCtwgABwxAGSde9UUoJehefJYiXoZjjmANlmfN1kiQJInA4QQgghhBBCSO3iKQEkFAqhtbU15z9SuwyU4QABsvEvdq44lVXILIZDtRDlAgDReGUxN/WZ+0VsHJbpi58rcYDUQoH93sF0sW1Hc6jk4abT7qVE5u9U2rsDAMFA7QzQBeKYsdpr8+5j0/E4XcPOrOyWWYJeS91J5TpADnTSAVKBsF1fzQ6QcJ/xdS0zzO9rJoCMmTxuqZg6QA4u7bHYAUIIIYQQQgiZoHhKACETC60DpIQSdMCZzPGEpD6CWhrkAZVFYAHZ4a0YCtpBJPPYPiW7krwcNKGtivfdSDRdbtxSX3rdU8glB0iwwtg5AAhmRJRaOe6ArBOp3qLAMK0lPezsHY1q4pKdyI3Aqp0Is7F4+hgstY/owPZ08bkzAkj5wnaomqMCoyY9c/Vt5vdtNhFIejeXtz2FGDBxQkuNwKIDhBBCCCGEEFK72FqCPjIygs2bs18Et23bhpUrV2Ly5MmYM2eOnX+aVAGDY+nBUCkl6ID9g+lUSkVmFluxA0QrQU9WYTxIHolkShtSl+0AERFYNg7LxnSRM4pS/v4T/0ZRpi2jm8Jpyi1gBpwXQOISHSDZc0T1H3eC3pG0YByyuC+nNNVpZfA9I7GSI9BKxY4S9Fpw8Aix16pzRyAcIHsHIkilVPgkRMMZkY1XK/88UZVRgRETASRUxIE86WBA8QNqgX/3wM50pFSwtN6lgsTDxtc1TSntsQIh4+voACGEEEIIIYTUMLZO9JYvX46TTz4ZJ598MgDg29/+Nk4++WT86Ec/svPPkiphMJwe6JXSAQLY7wBJqtnegICkEvSqjAfJQ78au9wOkAYtvsz+CKxK4q+A3GFgVa5uRrZrpdThK+B8BFZSUu8OkH2dhW10GjlJKqXic/cuA2DdEeDzKehoTrvruoYjtm2bQLxOKIDkMlZmwfj0lhD8PgWxZArdI/YOp7POvnIisGrRAaIAdc3m9w3UmXRwqEDvlkq2LEsyZnyd30TQKETARJBhBwghhBBCCCGkhrHVATJ//nyoau2U0BJ59I3GsCfTT1BqB4gWuWGTqCAGsQDgr3A1esjhIbKd6J/vcqOl6h0oFo8nMlFKFTo29MPAaDyJ5pCtp0tb0GKTyhCsxD52SrwTheUBCU4bIX7VigCi78wJlfD8TGupx/6hKLqG7F/dLV4nlcTOCUJah0v1f34Yi5UXgRXw+zCjtR67B8awq38M01vtc/Bo7p0yzhNORFLaQiIKJAyEwfpWwMrihymHG8dd9W4CZhxX/vYJEiYCiJmjo9Tb0wFCCCGEEEIIqWGqL9OF1AQ/eHSN9vOkphI7QETpqk0rThMpvQOEHSACIeIEfErZQ2otAsvGobrYzkoFEJ9P0Ya5dkZ22UklEVjitfv46j2OdEjILEEXw+aqjOUpgP54+emlx1u+37SW9MDTiSJ0zQFSpjtMjzh2a+G8ORYvLwILAA5sd6YIvZJuJ7vfj23DNP6qSP+HYPJc4+tGe0rbHiOMHCCKD/CVuL/MIrmMxCBCCCGEEEIIqQEogBBXWL9vGABwyUkHoLW+vAgsu4abSd2qY2kdINU2HCpANie+kmJxISjYWGCvCSCVD9K11c1VOkgXx4jV3gg9Yhi6atcg7lvaKXW7CiGzBL3WIrDE6vqgX8FFJx5g+X6TM+Jyf9hkFbkktBJ0f2XRc4BOAKly51wknsT+jPumnEg+0QOyu99mAaSCc3t9oErFRtMC9CL9H4K6RuPrUonStseIpIF4WWr8FWDuAGEEFiGEEEIIIaSGoQBCHCeZUrGrP13s+Z33HFny/bUILJtEhXgq+7jSHCBVPsgDgL2D6QFJXQUCiNh3YzYOpkVsjozS8lA159sj61ypL2Nlt34/P7Zqj7RtMiKROe4qFR0BoKEuHVdWKwKI1uVS4n5s1KLAJA1jTRirIG4tn2Ag/RqIV+lxJ/jRv97Ufi41AguAFnvVbbODp5IC++p1gAwYX1dv0QHiM4lFTMZL2pyCpJKAavC8+ktzzgIAgk3G18VHS388QgghhBBCCKkSKIAQx9k3FEE8qSLoVzCzzSSSwQDbS9AzK9H9PgWKIkcAqbrhUB49I1F8/K7XAJQXkyLQF+ba1Q8UlxSBBdjvNrIbITSV1QGiG4b6KjwOrJDQhCsJEVjBKl2VbkC5HQ1OCkGj0bTI0iShK6euRkrQ/758l/ZzOTF0LfXp53IkKmGYboIWgVWBU8ypriBpRAaNrwtZdICYCSApCfvMrAA9UIYAUmcigMTCpT8eIYQQQgghhFQJFECI43T2pr9oz5rUWNZqb23FqU0Dl4ROAKmUWonAWr69T/u5EgeIPgbGLlEoZkMEVrXuPxE1Vs7wVd/7IeNYKIY9Jej2Ox+cIBIvr6NBuA7sdFwJRjICSLMMAaSGStAFjXWlPy9ZAcTe13G2A6SMCCwHYg1t4Yn/Mr7OagSW3yS+Mylhn5kVk5flAGkAYHAuj9EBQgghhBBCCKldKIAQx9nZlxZAZk82yc82we4ILNEBUmn8FZBdUVutA3SBflV3MlX+ULJeN2Cza3V+QmIElijkTlTwb3YTIRKWU8DcM5JdfTzqwABdRGDJOO6yAkiVDWUNyHa5lPaabnToeUimVE2kkeEAEcdutTvnpmZK6K+7+NiyhGMhgAxH7BZA0q+PcraxKh0gyQTQt9X4essOEBMBREYHiFmMVjkCiKIAQYPPXYkxIFVF+5AQQgghhBBCSoACCHGcwbH0l/opTWV8gUd2CGjbAF1iF0Gd3964Lqfw6yKQKlmNHPD7tAF3xKaBmcwILH+mkLtaBZBKIrB6RrKrj7uGItK2yQjxHMsQQGovAqu8DhAhBI3Z/DyM6pw25XRd5BOskQgsEQs2/4hpZd2/OZQesNsugFRQgq6PpLQr1lA6fVvMr5fhAJESgSXZAQKYx2DFGYNFCCGEEEIIqU0ogBDHERFF5Qxb0vez2QEicRArBs9ORNDYiT7eZLTCOJZ6m4fTMiOwxGMkqnQQK/ZbOQ6Qg6ZkVwp3DUcrcv5YQTzHciOwqvu4E1TqALH7/CPOCQGfUvZ5XY847qpZAEmmVO311xQqTxQScWLORWCV0QGSObek1CqKLCs26J95krXH8Zk8XzJK0M06QMoWQEyct4zBIoQQQgghhNQoFECI44hhS7ldEnaXoGc7QCo/PKa11gMAukeiSFWpiwDIjTep1A1hd2a8zAgs4QKqVgeIGJyXI4D817uOxKfPmAMgPcztD5sM4yQgswS9wcHuCyco2wESFCXo9g7Q9QXoiiKve6eaBRC9K6a5vrxYsGwElt0l6BmBrQIHiP5xPE+iyLnssAusPY7dEVhm21lOCToABM0cIBRACCGEEEIIIbUJBRDiOFreeJkD6qwA4n0HyLSWEBQlvTK2d9TeAbKdyHyuxTDeruG0zAisoIjAqpaVzXmMVdABMqmpDjd86HitQN1uMSGuHXcSHCBBZ6KfnCIrZHmzA2Q0mn58GQXoQPbYrebuJCEKBf1KWc4KQFeCbmMElqqqWQdIGVF5uQJIleyvhEmkX8cR5i4JPaYl6F51gJgIIDFGYBFCCCGEEEJqEwogxHFilTpAgvaWrmYdIDIilHyY2pwuwt03aH+Pgl3IXNkrhqRDNg314hIjsLIOkCoZ7OVR7uBcj3NF2iICS0IHSI1FYEVFBFaJg/RGpzpAMsN+Gf0fgE4AqVLhEciKFpWIQuK+o7GkbRF08aQKUd1RjlCjKNnYs6rp3EmYdGtMP9b64/hM9q0XS9ABRmARQgghhBBCJiQUQIjjVCyA2ByBJXMQCwAz29IxWHsHx6Q8nhvIXNk7tSUtCPUMmwyhKiAm0QES0DpAqnMQKwbnDWU4QATCPWJ3jJLoD5DiAKlLDyZrLgKrRCHLqS6UEV0ElgwqKUH/+7KduPvFrVK2oxJkPCf66Cy7ekD076Pl93LZ68qUjpkDJFBv/XFMS9BlCCA2lKAzAosQQgghhBAyAaEAQhwnVkHhavp+YrWpTQ6QpDwHCADMyAgg+4bKc4BE4kn8+N9r8dKmHinbUw56t83pB0+q6LGEANI9Yo8AonVJSChjFjFodheA28VYBR0gAqdcBNkSdAkdIJIisEajCTy5Zq/rQkqkbAeIM0KQEFhkRWDVBcorQR+OxHHNI6vxv0+sw/4yz7eykBELFgr4tYUC9gkg2ee4bAFElitTdeg8a+YACYSsP45ZB4jdEVilbKceRmARQgghhBBCJiAUQIjjVFqCLoa5dpegy+gAAYCZbQ0AgD0D5Q3k7nl5O+59ZTs+84clUranHMRzHfQr+N1lp1X0WJoAYpMDRIvAkrD/AmIletVGYJXnHNDT6FChuDjuZESXZSOwKhsaf+8fa/CVv63Atf9+s+JtqoRyHSD650G1cbg8IjkCq86ffpx4iY6Ct/YMaT+7HTk4Ek0PwCsVhVpC9hah69+Pyy2wF6/LSLnvyd0bgD9fAtw4G7j9bcCrv7VXDJHlADGNwJKwv8xK0M3cJ2YwAosQQgghhBAyAaEAQhxHXgSWPUNpsZpZxOhUSmtDelAxWuYK3i3dI1K2oxLEc/2peXMwuanM6I0MohOlqxoisKrcARKR4ADJRmDZ7QARzqvK95uIHaq0PPrfq/YAAP6+fFfF21QJmgOkxP0oIrBSqr3xROLcJq0EPeMAiZXoAFmze1D7ea/rAkh6n1UaC2Z3EXq2X6b84044k8pygPRtBe5+F7D1BSA2DHSvA57+HrD452VvT1FMBZASnBV+k33r1RJ0RmARQgghhBBCJiAUQIjjiKFWqMwBtTZssU0ASQ+aGipYNa+nzl9enIvAqVQQM8RzXeoAthBZB4g9A0qpEViZ12i1doBky6nLH8I6FoGVkufcaa23vzzaSTQnT4mv6Ubd8Wqng2fUpg6QWInn+LU6B4jbEVgjETkOENEDMmxTBJaMmLyKermW/xGIDo6//LXfmjsgKsE0AqsUB4hZB4iE480OAYQRWIQQQgghhJAJCAUQ4jiVOkDEQNauSBAxKKxkaKxHG+aVKYDoKVdEqRQZq4QF1RSBJR4jUUEE1s6+MFbtHKh4W0olkUxhNPNabmsoMy4FzvVICJEpIMG501Kf/ffatXLeScRguVQBMuD3oS7zfNopYInHbpAWgSVK0EsTr/Sih9sOkFFJvSjNWgSWPa9jGV0lQjwppZdrc9cwvvPQKqiv/a7wDcb6gX1ryt4mU6Q5QMwEEI86QBiBRQghhBBCCJmAUAAhjlOpADKzPb1Cs3s4aosgkI3AkjPMK3c1syCls4AMhO0RfYohBlsyBJBpTgkgEgbpfk0AsTaIvfHJdXjvrxZrnQiqquKcn72Ai29/Gbv6nV1dqx+YCkdEOTgVgSV6VmSUoNcFfNprdUiSUHrbgk1SHqccKjn+GkNy+lDMkNnfAmTfG6KJZEndJfqYwTsXbcG3/74SCZdE4xFJrhgh5tkl5GXdO846QD5z91I8/PpOKCmTIX/v5rK3yRQnHCBeLUFnBBYhhBBCCCFkAkIBZAKhqiriyRS6h6O44Ym38PDr7uTaa6uZyxymdzSFUOf3IaXaU3QrVjM3Soh7ArLDvHLFmsGx7CBlIGxTJIgJy7b34cHlOwFk48cqoa0hvXJ1KJKwJZ4olnAvAut3i7Zi/b5hHHft0zjpumfwkTtf1a57c/eQyT3lI143TXX+ilwVTkVgJYUDRIJzB8h278gSQG55dqNrcVrinFlOTFFTxsEjOinsQGZ/C5B1I6TU0lwFI3kxUf9YsRuvbu2Vsk2lIgSL5gqEBcD+EnRNqKnA8VhOL1fP0AhOVooIHDJcFIWQ5QDxmezblATBykyoKbsEnRFYhBBCCCGEkImHnIwf4nlSKRWX3vEKNu0f1qI5WusD+MipsxzflmiFDhCfT8HM9nrs6A1jz8AYZk82iXQog2wElrtxLgDw4qZuPL++S/t9U9cIZrY3SCsbtsIn73pN+zkkoRdFH8c0HImjvbGyUvV8tC4JiSXoVhwgkTyBYCAcx+s7+rXff/SvN/HIil249RMnSYtXM0MM/lsriL8Csk6oMRsdBAAQTwkBRM4QvaU+gO7haNnRQYWcA1u6R3DE9JZKN61kxipwgIgSbbsG6IDc/hYgfe71+xQkUyqGIvGibrxl2/uwdFtfwX3dO+K8aAzoiuErcF/p758v7shCRoG9EOaiVkXSbYuxPnQFAkoRwWSky/z6cpHlADETIaQ4QEwew1+mA4QRWIQQQgghhJAJCB0gE4Ql2/qwcueAJn4A6RX4+UNbJxBdGHUVDKgPbG8AAOweGJOyTXqyEViSOkAC5ZegX/aHpTm/f/VvK/D5e5ZJ2S6r6If/9RIcIHUBHxoyA7OhMflDvWwEVuXDWBHHZCVGp2vIPNKraziKZ9/aj1c2O7MiXTy3rfUVCiBORWCJ80JAzhBdRAeVK4DonVeCd/9yMdbuKVDYbDP7M063aa0lDGczCAHEzi4UzQEiKQJLURRtu4cK7Id8Pnrnq/j50xvQlYnVO2l2u3bd35bscOV9Tl4Elr0dIDK2s1QHyF51cnHxAwBGu8veJlOSTpSgyxBAzBwgZS4cYAQWIYQQQgghZAJCAWSCoI+7uuDoadrPdvUwmFFpBwgAHJARQPbYIICMxdMDIXkOkMzq2BI7QFIGroOl2/tsWw1cDBkOECDrAik0ZK4ULQJLogPESvTR3kFrr8V9Q86UMwsHSCUF6IBzEVjhqHBeyREeW0sYoOu55dmN+M3zm9BvEDf375V7Kt62UlBVFZ196WiaOWW43ewu0QZ0HSCS3DtAdvA/VMZ2//qTJ+Poma0AgGXb+/HRO1/Fth5nh7sjEpwV6ftXJuQVQ5SgVyaAWH+PiyVSOPf3W5BQLbxWXHGAlFKCbvKcyYjAMnOABMotQWcEFiGEEEIIIWTiQQFkArBq5wAeWZEWQB75ypm4+/LTNQdFz0h1CiDTW+0r0g5LjsASTgSrDpBwLIEv/+V1zP3+fwxvs36vc30SLboIFxkl6IC9AojUCKwS4susCht29NYUQgz+WxsqG8BmI7DsE0DiyZTmDJN13LVqDhBrr7E9A2O48k/LcduCTbj5mY14yKAjaWpLmdEzZdIzEsNYPAlFyTrfSkFzwtgomgoBxC8pAgvI7r9iHS6F3FlTmutw+ZkHab+v2T2I9/xysaMdLjKipQB9BJY9EWajscq7SuozwrgVp83y7X2IqwHsVKda2Di7BBCzDhBZJegyBBCT+LZyHSCMwCKEEEIIIYRMQCiA1Dij0QQuvv1lAMAhHU04Zc4kAEBHc/rLc48L+ehilWglhdoiiilWZrG4GdkILEkCSIkl6Pe8vB1Prd2Xc9mFx83I+X2dgwLIJF1Hh4wSdMBeAURqBJbmACm+7/YaCBvXX3wsfvvpU3DRiQcAcM4BIp7baojA0j+2LAdIqdFB//3Iajy3br/2++8WbQWQFmqP1PV+2B0Flo9wf8xsrS9LNG52ogNE4jEnKLb/NneNIBJPoj+c++/yKenX7KSm3AFxLJkq2Q1UCbIisFpt7gCREoEVtO4AeWFDWtTYrs4ocksAIzZFYJmWi5cgLJh1gMiIwLKjBJ0RWIQQQgghhJAJCAWQGkffkfHjDx4LRUkPqDqa06uY3XSAVOImCJaYOV4KtpWgJ6ytPl61cyDn94+eOgt3fOZU3P9/3oYZmQ6AtxwUQNobs4MWWSuohSvBFgFEagRWZt9Z+Hdv2j8y7rL3HjsDl515MN53/Eyce3gHAGC/wxFYlZagC0HCzgiscGYVetCvVOQM06MN0C0Ojt/cXbjb49KTD8R/vnkO5nakB4dOx8/tzAggs8uIvwIc6gDRHCDyPlJoDpAC54il2/pwwS2LcOWflqN3NPc9rKkuAEVRcOpBk9AcCmDWpKxrxo7zjRHyIrDsjTCT4VTROkAsnCM2d6XPk5YEkGGb4ub6thpfV5IDxOQ582wJOiOwCCGEEEIIIRMPCiA1RDiWwJpdg1DV9DBKVVW8vLkHAHDE9Ga844hs5IQQQPYORhBNOLuiWStBr2DQKUSFmA0CiBjGNgTlrEQX/06rbpXN3bmDdJFlf+ahU/DDDxwNAHhrj3MCiF5IkDVAFEP5YvE25RBLyozAyjhATCKwkikV1z/+lhYzp0fRLYif0ZYerL24qQePr7a/R0JzgEjqABHHhR1orqugHNERyEY/WV31b/Q8HdzRBL9PwcUnHQjAeQFExPyJ10+ptDjRAZI55gISHSBm54hHMvFkL23uQc9wrotROBk6mkN48Zrz8PTV5+KAzHPnpAAiujVkCSB2CVijEhwg9ZnjNhIv/h43kNkHu9SO4g8cGUz/J5PoMNC93vj6UjpAzAQQKR0gNpSgMwKLEEIIIYQQMgGhAFJDXPaHpbjoNy/hqTfT8Ul/XdKJnzz2FoDxufUdLekvz7ct2IQLf/WiY9noyZSq/a26CgbUmqhgiwAiuwPE+rbGkyl09uauwjxqZjZ+55iMGLJ+33DB7Hs70G/3WYdZGFpZwIkOEBnDWBGBFTeJwPrtC5vxh5e2AUhHy33n3UcUvJ1w7wDAXYtNViBLQFVVLNnaB6C84mw9zQ44CMISipjzadCGstYEXqOosIOnpFdMi+fhviWdOPPGBVjR2S9hK4sjHCzlRplpA3QHOkACEjtAzCKwDtS5On7y2Nqc65p0XRaTmurQFApoYsqAQwJIKqVKi8Cyu8NFSgSW5sgsfqwNZiLLOg481NqDD+wse7sKsvFp8+tLcYCYRmDZ3AFSbgk6I7AIIYQQQgghExAKIDXE6zvSA7kHlqUHBv/3n29q101tzhVAZrZlB0hbe0bRNexMLI9+mF6RA6TEXo1SEFE/bpSg7+gd1YaJgqNntGo/HzSlCY11fkQTKWzvdWZYIYZat33y5LJXoedjawdIonKBTeDXOkCMBcLn1qcz7QM+Bbd87CR87fzDC95u7tRm7eeohZXSlbB2zxA2dY0gFPDh3cdOr+ixnBigiyJmWcccoC9mLvxcq2p6SC32rX5wftSMrOh4SCb6qkU3IN47GMFPn1gnbVvNEN0dQoAplRaLZeKVkMg4pAISjjmBWQSWvodlU1euY66Q40LE+DnlAAnrRLeWMvebwH4HiHCqlH/shUqIpBQi1Lve80GosCCYmcVVlcPOpebXl+QAMStBl9EBYkMJeqDOeLsZgUUIIYQQQgipUSiA1CB9ozH8bcmOnMumteYOro85oDXn916HytD1K0QrEUBCJcZKlcKY5BJ0rQOkyLaORBP486vp/XbUjBbM7WjCuUdMzSnz9fsUHJEpZF6/b1jK9hVDiFYHSBI/AKdK0Cs/vYnHSBhEYKVSKjbvT++Hp64+B+fqYuby8fsUPPKVMwHY26cBAFsyMWonzW6vuATd7g4CQN+7I88BIoqZIwar0m96cj2Ou/ZpHPr9/+CmJ9fniLOnHDQJXzvvMHxy3hwcMT0tXOWvkHfGM5cdfJcbpdRsc4k2kBUInXKAmJ03CglFdp5vCiFipfw+paKuKyD7PjQWT2rxljLRIrAqOPZCAWtuK1VVtX3QMnU2lMMuKP7gf7+s7O0qyNBu8+tldYDY7QAptwMEMI7BSsXNRRdCCCGEEEIIqVLkTZuIZ1izexBrHs3Nzc7P1hdRSgKRM2839y/NxllUMiwrJVaqVGQPY63Gdf38qfWaAHLynHbccMnxOR0SgrkdTVi5cwA7ep1ZrSlW9coqpwayw9xRG4ayIq4qKCECSzhAEgYRWLsHxjAaS6LO78NBU7LRIu89dgaeWrsPV55zSM7tJzWmxaz+UXuHTMJhIiNSSggo0UQKsURK6utAYI8DxHwo+ztdDNmdi7bkXHfWoR14/wkzcy7LH6y3VditYhUhXJTrJDATEmQhjjk7BJBCwo1Zr0tLaPx+EfvKah9MpYjnuqnOD6XQSbwE9EJ8NJHSXteykBKBFSzuAFFVFd/7xxpNLGtrCAIf/DVw38eAfavN/8DATqB9dtnbl0OxTpGGSdYfy+cDFB+gFvh3216CXsH5J9hk/DzER8uP1yKEEEIIIYQQj0IHSI2QKtLhkb/iPH+I8sN/vmnLMDqf//dUtny0ksGQXSXoqqpq8SWyCpmDmgPEfB/96dWsa+eYma3w+ZSCz9HBmUieXz+/Cf9YscsWEUiPeHyxylcGLTb2Sog+CRkOHiGiGDlANmbcH3OnNuU4Tm7/9ClY+v134tSDJufcfnLGzTMcTdi638TxLmKgKkEfDWWXi8CODpD6gHkElhFfPHcu3nf8jHGX5zswekecEY3Fc162A8RGsVGgOUAklqA3ZATocKy4A+SvXzgDB7Y3YHprCJ9520Hjbu+0A0TElrVKEMn070P66C9ZjFb4+gKy7w1mAsjaPUNaPCeQ+QzSOhP4P88D53zH/A9sf6nsbSuJxg4gWKLT0ShOKiVDALGhBB0A6kx6QBiDRQghhBBCCKlBKIDUCGYFqXUBHz45b864y+/8zCnaz7sHxvBDXWeIHehLu4+c3mJyy+LUlZA5XgqxZEob5smKwNLcKsmU5QiTI0yeHyGAROIpfPvvq/DYqj2Vb6QJMVscIOmhkeyBeiqloj+cdlcIt0Ul+H2ZCCwDgfH5TP/HCbPa8u6njIudA9JuCrFIfmDMPhdIRBNAKn8NB/w+bQhrVw+BGHLLOuaA4g4QIz5x+uyCwmO+A8Mp19xwhRFYwlVjx/BcIMTdgE/eOaIxs//GCmy3EDLed/wMXH3B4TjrsClY9N35eO1778TZh3eMu3175lxw1+Kt+Owfl+a8F9mB2GctFcbPAelziTj3yo7OS6VUjMYqFx9DWt9O4e3b1jOKD/zaQMTwB4F3XGP+B/ZL/GwSHTK+7qP3lP54Rk6MVAKoNLLMjhJ0wDgCCwBiLEInhBBCCCGE1B4UQGqEwXDh1YZXvP1grPi/79KKfPW897iZ+NI75mq/P/pGkWzsCtmvGxj+55vnVPRYdpWg64dtsuJ49GXcRoP0aCKpxV2ddtAknHKQcQzHwVNyhxcbu+ztAolqDhCJAohNsTzDkQTEUyyKjytBc4AUiMCKJVJ4fPVeAMDFJx1o6fF8PkUXg2XfavQxiQIIoNtfUXu2WRvC2iCAFBJJzdw3RmXj+QJE90jUlk6GfDQHSJkRWMJJUUhIkEXShggsffdFPkIA+fxZh+DqC46AoigI+H2GrkK9E2Pxxm5s7bF3yCsK51srLEAXNJiIQZWgL2uvxAGibZ+BAHL3i0WKzAMh4GSTro99a8rdtPFETd4vO44o/fFMe0Aq3F92lKAD6QgsI+IUQAghhBBCCCG1BwWQGqHQavL3Hz8TP/rAMaaDjXgid4BnZ1HunoExAMCcyY1at0K51NlUgi5WSQf9ipQSbSDXOWE0eN3dPwZVTQ+SHvrymaZ/+9CpzTmr0Xf1j0nZzkKoqqo9x3Z0gMh+vfVl3B9NdX4pkV1aB0iBCKzOvlEMjsXRHArgbXOnWH5MUWrfZ2MPiIh9khXj1hKyL7IMyDpAZJag1xusSo/Ekzjr/z1veL9CHRLA+BXy8aSKAQPhWSbiOS+3zF44KWLJlHTBWCCOj4CkcyaQFUAKOVeEwGC1h+WkWe05v9vdwTM0ltlnknpi7BJARPyVT6ksLk+cz0WUXT5DVs4bZ3/L+Lr9b1buphBETBwgoTKcqWZdHJXGYNlWgs4ILEKcpnOoE3euuhPXLLoGf177ZwzH7F28RAghhBBCcqEAUiMUGsR9Zf6h8BURGg6c1JDz+4Z9JsOBChECyAHtJWZsF8CuDhAxbJM1OAZyy7iNBpDPvLUfADB7ckPRbpSmUACPfe1s/PD9RwNIiyd2oV89L9UBohNAZK6i1+KvmuSUuAZMIrA6+9KDolIFvUkZZ4q9Aoi8DhDA/iJtcdw5UYK+etegaXyV0XPWWh/ASbPbcewBrdrK/p399g8LK+0AaQzZ2yEBZI8PmR0g4rUghv6ReBJdwxE8tmqP9n5nVQA5flYbXv/hBThqRnrALc4TdpF1gMgRQBpN3DCVoC9Ar6STq5igHc67/OKTDhh/o0mHGDsTwr3AyP6yty8HIweI4gOCJtFQRhh1gACVF6GbCiAVvLbMIrDiFEAIkc36vvX41H8+hdtX3o4ntz+Jny//OT731OfQO9br9qYRQgghhEwYKIDUCIXKXfMz6wvxqXlz8KV3zNUG/lu67Ys/2K0JIA1FblkczQEiWQAZ0wax8lai+32KFm+V71iJxJPY2j2CW57ZCACYd8jk/LsX5OCOJs11YKcDRL+9Uh0gmddmMqVK7XERK7tl9H8A2UifggJIb1YAKYXZk9K3X76jr8KtM0YM/WUJeWJ/VVcJuhBAcl9fSYMYOoHRIFhRFPzjK2/H418/W4uoW7a9X8KWGpNKqRVHYNX5fZpAZ1cMlujUkBmB1RjMRHdlXsuf/cNSzLthAf7roVXabdpKiLmb0hzCrIzg32+zc0eUoFt5D7ZCfZGIqXKRUYAOZI/bkWgCqQLHV0/mvHzXZafiyW+eg5995ITxD+LzAdOPMf4j+yT0gCSixsXioRagHBHINAKrwvOlaQdIJQ6QZuPrYiPlPy4hpCA3Lb0Jg9HBnMs29G/Afevvc2mLCCGEEEImHhRAaoSBAitarQw1Gur8+N6FR+Ojp80CAGy1UQARq66nFyiHLhX7HCAiikfeSnRFUbTtjeuilIYicbztxgU4/xeLEEumcPKcdvzgfSYDoDzEMK9nJFpy0bNV9M9vncR4m8agX5s1yXQViMGmNAeI6AAp4Nzp7MtEuk0pTQC5KLP6+Z9v7LYtkkh6B0hIdIDYI4CM2nDcaRFYiWSOy2jQpHx+aov5UNHnU6AoiiY+Ltlq7+pN8bwA5Q+pFUXRYrDCMXv2n+YAkViCXl+XLf5WVRVLt6cFQ3FO+s2nTi455k4Io0+9uQ+/Xbi54LBeBtIjsOrsicDSO0AqQS/0jBZ4jfWOpN/7O1pCOHpmq/F+m36c8R959TcVbSMAIGoy3A+1lfeYfpPnzlYHSCUdIGYl6HSAECKTcDyM1/e/XvC6e968x+GtIYQQQgiZuFAAqRG6RwoIICWsPp2bKUnf2m3f6j+RZV/palNAX4Iud4AlBscNEgexQGHBZnPXSE502Q/ff0xJf7etIagNjPcNRiRtaS7CnVEXMC4YLgefT0FznXxXQdYBImfwKAa6wjWgdw+ICKzZJTpAzj18Khrr/OgPx7XHkE1EugCSfj7FynbZjNkQgRXK/NtVNdfJZNbb8ey3zrX02KcfnHZqvbFzoPwNtIA4NgI+paIIOrM+DRnYE4GVPj+o6vjtbqkP4P3Hzyz5MSdnhNFFG7vxs6c24D9v7q18QwtgWwl6XK6ANSrJeRUK+DT3z2iBHpDezOeTjqYiroUZJgLI1heAt/5V9jYCAPJWYOdQTv8HYC5EjHaV95gCu0rQGYFFiGP0jPUYXhevtCeIEEIIIYRYhgJIjdA1NH4AXsrq2LlT05EI23rsc4CIYZ6MWBBREh5LpqR2SNgxiAWAoCbYZAex+tiyL5x9CE7NxOpYRVEUbaD39+U7bYm3EYJNSKL7Q6DFKkl1gEiOwMoMdOPJFLb3jOKknzyDnz+9HgCwUwggk0qLdPP7FC0Ga9N+e0owxySXoLc2pPeVWNkum1EbS9CBbAzWur1D2NZb+BxX5/eh3eLr5rDM+bJ7OIr/eWQ1ogl7hAV9N0olAqRdHRICOyKw9K/d/Xnvb0dObynr+ch3hu3otWfYO5Q5t8t3gMh1jGUjsCo7TyiKoovJyx3oPbN2n/a6m9Jc5Pgyc4AAwAs/LXsbAQAjJoJEuQJI2yzj63a8Wt5jCuxygDACixDHCJr1BAFIqfY4gQkhhBBCSC4UQGqE/AFRqYhYql4bi5m1uA0JQ059H0V+r0YlaCXoEgexQLYI/dN3L8ELG9JDmMHMSvTDpzVrhealIgSQ3y7cguufeEvCluYiBrshSWXaerKxSvJWwA1KHjyKgW4ypeKWZzdiOJrA7S9swbceXKkN0g+aYlDca4KIL/vyX1fgubcklfvqkO0AEYKSWXxUJYjjrqnCQayeOr9Pi1mLJpJYu2cQF976In63aGvB23cUG87qaGsMai6jB5btxGOr7HESRDPCTajC/SjOZ7Y7QCRGYPl9inae35vncDt5TntZjzk5T+CSGeunZygj6sp3gNgUgSXh/U48xgW3LMa3H1wJIN1h88W/ZKNfijpNJs81v757PTC4q/yNfPMR4+vKFUBmv834uh0vl/eYAkZgEVL1JFTzhSOjcfsWnhFCCCGEkCwUQGqE/UMGxZ4WacsMjAfH4lIdFXpGKyzz1aOPg5HZAxLODJgaJQ2OBWKQ1z0cxefuWYan3tyHqzNDosOnN5e9unuybkXzfUs6K97OfMRza8eg0A4HSESy8yGg627R96w8+sZuxBIp+BTgwPbSHCBAVgABgB/9S0K5bx5aCXqdnP3Wnhn294/aE9egCY9BecKjoihaEXo0nsKzBYSmP31+Hv5w+Wk4bFoz7rzs1JIeX/8aK9TBJANNgKwg/goAmjQHgc0dIBIjsICsc2XPwFjO5V96x6FlPV57XjSeX6JjRc+wFoElyQGSea3J7nqSVYIO5Do7/5HpN9quc1sdNcOCwNA0tfhthioQG3cuNb6ufXZ5j3nQ242v69lY3mMKjAQQXyBdGl8ujMAixDGSKfPz9p6RPQ5tCZHFis5+nH7Dc/jXyt1ubwohhBBCSoACSI3QlSkYn1FmwbgYDCVTKkZtWiU8InHYoh/Iy+wBGbOhjBnIRnYJvvzX7KrYtobyV3LqVzQ3Sd5mILcDRDbidSCzA0QMjOslOVb0DpBkgcLkmW0NZT03+iieKc1FcvHLQHOAlFgSbYSIhhqwywGilTHLfQ1rRejxJHx5IuP/XnIc3nHEVLzz6Ol47tvvwAmz2kt67O6RrOgsezAtEMdfpQKI7R0gNkRgAVkhWh/NuOC/3oGOMo+Z/JJ7OyLBVFXVOpkml+AqMiO7/2R3gMgpQQfGv6/vG4xg9a5s58Yfrji9+INYWQgw1lfqpqVRVWDfauPrj3x/eY87zcS9OdZf3mMC6e1NGCxsqcT9ATACixAHSaTMz9tXPnNlxX8jmUpi5/BO7BzaWfFjkeJ8/b430D0cxTcfWOn2phBCCCGkBCiA1ADxZAq9o+kvyj/7yAkAgE+dMaekx6gP+rVBrl2rmWUVrgLpEm0xbJPqANEisOwpQS9E/qrkUtAP0tskxT7pEavmS+mTsYp4TOHakEF2YCzLAZJ+jSVSKcQLCCAHTSmtAF2gH8TasQpdDHbrJb2O2zOvLbMC8UoY1bou5EbP1Qezr7Ghsdxtr+S4A4BvvesI7eeeEbscIHJez0LQtUPcTqVUiEMjINkpJl6/v124BQBw9mEdOHSqyfC2CHMm5x6voqxcJvuHohiKJOD3KTiko/R4vELY1QEyIvE9Od/ZuXtgDEu3p8WKK95+cFlOuYKMGhcKm5KMA2ZZ+4eeX97j1rcZXzc2UN5jAkAqCcBgcUelAggjsGqCRDKliZjEuyRV8/fdgehARS6Q1d2r8ZHHPoL3/eN9eN+j78Onn/g0hRCbGbXJTUsIKc4tz27E/z7+lm2JJYSQ2oYCSA3QNRyFqqZX3559WAdWXftu3HBJkTLRAuhjsOxAxILIcIAAuiJ0iQKIXSXoZl0MlQgX+ggsWb0XgmRKxV2L030JMmLL8tGvzpeFrBXzAiGyJVKqtspdT7kCyMdOm62V3lfa31MIISrJc4DYK4DYfdxFEknsy3ue8/sgSuWL58zFBUdPA5DrBpFJNC6ng0cIS3ZEYCV0wqBsMa87L9qxrULRanJeCbrM+D3Bhv3DAIBDOpqkCbF2dYBEEiJ6rvLtzBdR3tw9iH+sSPd1nH/UNOsPdMZXzK8f7S5109Ikxoyvazmg/Egpn99YBEmMAfEyz+929X8A9kdgqSow0JkRcYhdfPR3r+LYa5/G0m19SBVYoEG8QbEOEABY1b2qrMceiAzg6heuxuaBzdplq3tW46sLvoqY2TmkBMYSYyxqJwTgwN0DJJIp3LZgE+5+aRvW7xt2e3MIIVUIBZAqZEv3CO5avAWPrUqvGNqwbwhAeuDi8yloawiW1SmhCSA2DDlVNRutJUsAEY6VWFLel2y7StDN/s3tFQgX+t0sK29e0Ksb6t546fFSHxvQ5don5O2/iKSBsaDOn+2QKLRafM7k8lZ4B/0+/PbTpwBIC5iF4rUqISLZyTTJxgisWCKFWEZcklHGrEcIYZF4UoslEpwwu72ixw74ffjgSQcCAHqGbRJAqiACS//aDUruABnOW908qUIBJP99cdgGAWRj5gvZEdPLd6rkI86Vu/rlrs6PSYw4bMl7j/vfJ9YhEk/hqBktOOfwDusPVMyJUa4AYiZEBMuLDtWobze+LjJQ3mMmTc4pgQpjE+2MwFr1AHDL0cCvjgdunA0suB5IcXhqB290DgAAPva7V/H/nlov7XH7R2P4+v1v4IUNXdIecyJTLAILALYPbi/rsf+2/m/oHht/Ttw+tL1sUUWwqX8TPvvkZ3HmfWfiHQ++Az9d8lPEU/YsgqkmtvWM2rYYiLjHkq292LjfeKD++8VbcfL1z2LtnkHD2xD70ceeb+oq/nnlubf244t/Xo6+UXuc+kQem7tGcOtzm/Dlv7wudXEzIflQAKlCXt3Si5/+Zz3+vjxtcRY528fPMolisEC7jQ6QSDylDcpkuQnE0CZqQwSW7JXoZt0GlQypo7r4qKTklSmiV2ZqSwhHTLdQYFsi2up8iUNZ8VqQ5XwQr9WxeBJdQ+MHUvmROqXQ0RyC36cgmVLRI9lBEJHchSJW3kfiKel9F2O6/S87ek48XmdfGLv6syvAG4J+KUJsR6bjwTYHiKwILOEgsEEAieuGm3aVigsmVejayUdm/5BgR1+6r2RuhzwB5O2HTYFPAV7c1INl28vswChAPCM8yhCujJyMpx08qbQFGYe90/z6ciOwzBwggQrjuRomGV9Xbg9I0uRzmL/CxQ5mEVhbFwIr/gIkyzg2Nj4NPPplYDhTVB8fBV68GVj887I2s1oYDMcLOkSd5HcZt64M7nllOx5btQefu2eZtMecyBQrQQcA5J0ik6kklu9bjt+v/j2e2vYUhmJD4+6SUlO4c9Wdhg+5sX9jqZuqsXdkLz7/9OfxRtcbSKpJDEQHcP/6+3Hty9eW/Zi1wnk3L7T18d/cPYgn1+y19W+QXF7f0YeP3/UaPviblwxvc8N/1mEgHMedi+Sda0np6AfjW7pG8J2HVuEvr+0wvP2Vf16OZ97aj1ue3eDE5pEyWbSxGxfcsgi/fG4jnlq7T3OQE2IHFECqkJPntANID0MWbezGmowAcsKBlQkgdkZg6QdNjRLiNoBsr4bMEnQx3JURCaLHLGO9koHye4+bof0se3V3txBAbCjpBrLD6YhEAUtWZJBAL1x1FVjlX24EFpAeFovnNt+dUAnxZEo7JmQJQS2hgDbclr3yLRxPnxuCfkXKSnQ95x4+FQDwg0ff1CKw3nHEVPznm+dIeXyx/+xzgGRezxU+L6KM22x1W7kkdOffYLkxQgZ89z1H5vw+a1LlPRKXnHSA9rMdEVjCVVJpx4yeYw9owzmZ1/K27tEit7ZOTGJk4JmHTil4+eHTShTPfX7gkw8aX+9FB0hDu/F15faAGBWgA/ZGYAHAv78G/PXS0uO7VvwZBXtLlv/BXFCJDAJLfw8svAnY8nw6QqtK2NUfxonXPYMP/fYVR/+unVEs+gGTHaL5RMOKA6R3rFf7OZ6K43svfg+fe/pzuO2N2/Ddxd/FJx//JLYO5g5etwxsMX3MwWj5K9Wf3v40BqID4y5/ctuTFT1uLSJb/PzAr1/CV/62Auv2jhe99Ny/tBP3LemU+rcnKve+kh6gR+KpgudW/VykrUGeU33Rxm7s7GPvVinEdMfb/Us78fDru/B///lm0SSFLV3yPjsT+dz4n3U5v2/rdWd/LdzQVfTcS6ofCiBVyJG61fiX/3EpFqxP29RPnmOyCtECQgAZsFEAaQ4F4JO0SlgMbWTa5ESxnWwHiNlqczHYKoejZ7biZx9OF9/LXpkvBJBprfYIIPUBOztA5Oy/UMBvOpSfU4EAAgAdLelBVu+ovAG6cDrUB33SemEURdEcYv1huTbi0ag9BegA8OV3HIqjZqTPl631Adxzxen40+fnSSunnt6WHpwORRJax5FMhMMrVKEg++5j0kLp4k092nEti0TGAaIokHZuF1x13mH4xOmztd9nV+C4EtzwoePxyXnpx7SjBF0IIC2Se5P0bjRZyIzAOuuwbMzVZ888SPv58GllOGEmHWR8nR0dIJ50gNjZAWJhn2xbBKx+oLTHXf944ctH9gM9BqvR968Fbj0J+M93gIU3An/5EPDgZ6qmP+TJNfsAAGt2OzsUjpUwdF2za1BbKGUFfdTgm4x7qRgrHSB9kayz7+ZlN+PJ7U/mXN853ImfLf1ZzmXFitOVfFtJCdz2xm0FL0+oCTy9/emyH7dSLLlpHGZI4kIK/WJBs37ASDyJ7/1jDb7/6Brpn+kmCpu7RvCLZzZgLJbEQl3cX6FUiZU7B7SfA5IW+qzbO4TL/7gU5/zsBWyyYXFSrRLXvffpFyZu7R4fhxXW9R7KTskg8lBVdVyfS++I+azBjt6zDfuGccU9y3DhrS9Kf2ziLSiAVCEBvw8zWnNXLB49sxUnVBiBJWJu7HCAjGY+1JlFQZWKHSXowkVh5tgoB6PHW/L9d+KA9sqGL8cc0ApA/kq9ruH0h2+7HCBiqCtVAInLjX4Cxmfb66m0d2VKU8ZBUOSNvhTEKv/DpjVLjSQSYors2CDxAbVJsugIpF1G/7zqLNz6iZPw5NXn4rxSypgt0FofxJRMsfaOXvmruGR1gBw2rRlHzWhBMqXijc4yB7IGCAeIbPeHYEZb9r3uoCmVC1dNoQA+elpaALEjAmtEE0DkdjIJV6JMp19Mi8CqfN8F/T787coz8J13H4GrLzhCu/zwcuITm0wWBZQbgWXmZqi0U8NMACm7A8RGAcQsAkvPqowTZ9NzwP2fAu6aD/z768Dw/tL/5uDO8ZelksDDnwfG8mLd1j8OrPhT6X9jAhGJW/vcG00k8cnfv4aLfvMSXt9h7dyvP8e8tUfeSkhVVbFnYGzCFQlbGdo/u+NZfPo/n8bnnvoc7lt/X8HbvLznZXSFs4PanjHzc2EkOf6cp6oqtg5uxeNbH8em/k2G5eZmXR/bBreZ/l07+Nu6v+GSf16CeX+bh88//Xms7l7t+DYY8edXtxteV2q/3w7dqmezz+/673syHeR2E00k8bl7luLuF92NkVJVFRfcsgi/fn4zvv33lTl9cIW64TbruiYGJC0C0wtcDzPuxzJxA/F/dQGRv1PnrmEHiHcp9P3ZTNi9Y+EWnHTdM3hta6/UDtVVuwa0nyfa55SJBgWQKuWmDx+PU+a047gDWzFrUgO+d+FRZRWf6xH56n0Sh7ECsdJWVgE6YFcJevqDj+wugkL/7umtIUxvrTB6A/qCY7nDPLsdIGKgN2bxi7wVZDtAAOPOmmsvOqbix+4QEUoSOyTESqIjSo2eKYIQL2XHBgkHiOxjTlAf9OPikw7EgRUKjUaIGLTtNth1ZUVgAdm+GrNVheUgPnza1f+hj9jKF/7LpTVzTNtRgm7Hex2gP1960wECpF0gXzv/cExuqsNvPnUyfvXxkzC1pYz3j4ZJgGKwTeGe8iKSzBwgwQrPDWYl6HY4QCoVbIKNQKi1+O06XwFWPwT87SPAhieAPW+kY67ueDswkleQXWzIO1hgwLP+CaDboLx707PFt88DVPixu2zEe0MxhiMJTej99fObLN1Hf46ROTR6fPVevP2m5/GzpydWFruVCCwAWN29Gsv3Lze9zfdf/L72czEBJJrM/VwZT8Xx3cXfxcX/vBjfe/F7uPTfl+JbL3xr3O2KYSSa2MU9b96Dm5behC2DWxBLxbBs3zJ88dkvYkOfN15Hv3puE17cNN6ZuKs/jJOvewbXP/6W5dXK23uyg0Dx2bgQEd3xv0/yZzo7+ecbu/HChm787xPrit/YRt7QOTqefHNfznWFFsbov6P1S4oB1ovYQ2PyP4tWI6/v6Md9SzpNh89GAsjyHeP78Tp1g/XO3rDUYTmRx9IC3YZm0XD/76n1GIok8Im7XsM1D8sTw0d1x77M71rlMBiOU4SxEQogVcr8I6fhH189C49//Ry89N/n49wjyo9REtgxjBWIFSoyBv6COhsisMKZD5xNkuN4Cq1ulxX506A5KeR+Kdme+eBglwOk3g4HiMRMe4F+kPm3K8/A7Z86Beuvfy8+d9YhFT+2KNEuZvUshY370yuVylp5bYI4JmSvmh+LC3eY/AgsJzg4E6e1vccOAUSeoCecFLK/LIsvIwEJRdqF0JdryxJZhNg/OBaX+v4B2BeBpXUmyRRAMvuuToIDJJ8PnHAALjn5wPLu7PMDjYU7RZCMAdEyVqWbOkAq7QCpshJ0nw+YO9/abf9xJcb1eoR7gBd/kXtZtEiER3+BVeMLbzK+/ZB5vM9EJ2rx815YN0S16lLUL6aRGRP4+8yq7zsWbrElvsKrJFV55+wl+5Zg70i6ILtUAeT3q38/Lr7q+Z3P4/aVt5e0DTL/PcVQVRV/feuv4y4fjY/i0c2POrYdxbj7xfHnt/uXdmIoksAfXtqGt9/0vKVjSb+QRnw2LoT++97u/uLH9faeUTy0fKfrA+ARE1HHScwip/RxWG/uHkT3cBS9urmIrJhwvYgtewFjtfLhO17B9x9dg1e39hreplBEGQA8vmrvuCSMrbrvZbFkCnsGTBbC6OjsDePU65/FLc9YE1kfeX0X/rVyt6Xbeo2fPbUe5/7sBfxnzV7XtmF5AQFke++ope87j1hwT72+ow/XPfZWjsBRCH3HqZui5JpdgzjxumfwzQdWurYNtQ4FEKIhVmraIYCIXgIZJbYCMbSJSSxBF9Z/2R0g+uGuoqQLnz99xhwpjy0EkFgyJa2Mb8O+YSzamF7RdMZcg0FUhYiYKpkDvYjkEnQgd98d0tGE958wUxNvKmWKJoDIO+aE2DhHQl+CHiEEFfsAUSrimJP1nDrNwZlYpm09NkRgxeWt0Bfi875Bued38YU6YJMD5FNnzMG7jpmOX3z0RGmPObmpDsGMYNMt+f1OCISyBRBxfMiMOhTiT1CiYCyNxg7j68qJwUrUUgm6hEUJb/9GZfdf/WCuE6eYKNW/ffxl3SargPeuNLyqeziK6x57C5u75OemJ1MqvvePNXj4dW9HkhQaAhUaboZ1Q1Sr8VP6CCyZkbgnzmrXfna6M8VNrHSAlIIY/PdGjIeEABDNO4c8s/2Zgrd7eltpnR5OCiAb+jega6yr4HV/W/c3x7ajGIUGq/rvDvuGIgWHfPnoI7BMHSC67017LERgzb95Ib778Gr8fXmBKEIH8cqKZrOvyj957C3c/eJWbNw/jA/8+iW851eLc2KKByVFYOlFbNnfq6odMTMqRNxg5jMcTeDVrbmfDfO7r17b2mvpNfjg8k70jsZw2/ObiwqXvSNR/NdDq/DNB1ZK72J1gvuWdqKzL4yv/m2Fa9uwvcDijJSaGz1XCR++41X88eVt+N2iLaa32zuYfd1ZEax/t2gLrvzTMukL6X63OL2d/17FhUB24cFvvcQthABiR6HarswKlVmT5A1lg1Vagv7M1edizY/fgyvPmSvlsfXRQRFJz8XSbekvVucc3oGjZ1qIyiiDBskOkEQyhURmAFAvMQJLz+SmCrPX88i6ruQ5QOwawIooMNkOkJgNrh0nEcfHsu190r/cyYzAEvFRsiOwxJeRgA0uAiA9RPj9Z0/Dh0+dJe0xFUXBtBb5z4eqqrrjz54OEJm2bOHeCdm07yqiyUwAKaMI3UwA8WQJupkAIuG1Nft0YNLB5d9/rB/o0gkYkSICSKEILLMonXrjTrv/fmQ1/vjyNnzsd68V2cjSeXrtPty/tBPfeWiV9MeWSaEIrGff2jfuMr2YEU2kLEVa6UXWIYkCiN7B1zWBiputRmBZ5a3etwCU5gBRVRVbBgsPf/aM7kHE7PyYh6wIrL0je7Gudx2GY8ZCZrF/o0ysfn4TvYD3fO50PPKVMwEAm7pG8NuFm3MeI7+E3krXln4QaOYK0H9v2m1xVTuQ/pxKChdi67/f/e8T67A4swiwbzSWI3DZ4QCxo4+umjFbEGcUgQUAXUO57yuivF7MYL778Go8t66woKpHLz4+/eb499Wcv6l7L5P5fukUdkQBl0qPweeB/GJ0AHhly/j3BKuO0rVFOs326sTkYvsymkjixifX47l1XVi6jefVasOD33qJW4g4np6RmPRBnq0OEElDf1VVHSlBbwoFpK52DwV8Wg61LBvtaOZ5KCu/3SL1kqO7YroPRTIdIPrXl2yXwhQbYufEB2m7XsOyP6jb0dviJG8/dAqCfgWdfWFskxyDpT03El7PmgPEpg4QuxwgdjE9023UJfH5GIsntedDegRW5jXg5Q4QqZgWoZchgMTNOkAqdICYdYCUW4IeM3GUWS0xL8YHflXZ/VfqVmAXc4DkO2GKfsY0Pp+8vDn9BdiOUtP+Clb3OhkvU+hz05f/umLcZ/d8x9iegeLnO/05xooD5FfPbbRUaqz/jGa1w6QWsFKCXgrlCCCxlPnreihmPVawUkEnkojgu4u+i/c88h587PGP4V0Pvwt/eesvBW/rhGNgTfca/J9n/g/Ouv8sfOY/n8ETW58wvX0qs02HdjRjbkezdvnPntqgOeeB8ceOmaNDoI9SDZu4PfXHfykl6G4vNPKIAaTgwPSoGbmxwXphST+IHRyLS4nwi+Q4QMxfG/FkCpu7RiwfD7LSIJwk57u2yes0XmDmI2LGe3WfCXpHotg9MAZFAT5wwkzt8rsWm7sAgNwoumICo14AseqY3NUfznEbuIn+u5tbDi2jhdfr9+a+L+0bjOBTv18y7nZmbg19wkaxGOUcAaSIA2TVzqy7yJPfoYgp3GNEQ6xGjyVT0rPvsgKIPAdISHOAyPlyEUumtC+wsguZ9R86ZbtLFEXRVgfv7AtLeQMTX5obbIwlkt0BorcTyxymy7Y26pmWEZh29Y9Ji7axzQFiUwRWtTtAmkIBzDtkMgDg5S3mkRSlIrcDJP1a21/Cl2UrxFP2doDYxXTNESNPfBQrqfw+Rfq5U+sAsSMCy5MOEMkCiKkDxIMdIGadGqFm4+tKYdoxld1/+R+z21nMAZIvBMWLRAaaXJ+y8Uu6r4JWc7OVqbIxEhBG884P+e/XVlaLlxKB1TsSxa+e24T/fWJd0dvqB1dWO0xqAdkOkO6xbgxGB9EfMT+3RJLZc95o3HxxxmDUeiSZmVtkc/9m/HvLv/HcjucMy9VvWnoTntr+FNRMt9BofBQ/W/YzPN/5vOVtkMWa7jX4wjNfwGt7X8NwfBirulfhf178Hzy25THD+wj3gKLkdpQBwDcfWInL/7gU4Vhi3PFQbIFaOJbIGaaaCiC647+YaKv/TuilhUZu9gAVEqvzh5iv7yh8fKmq8XB04YYunHL9s7jhibeKfhfXn8OLfa/6+n1v4IJbFuHlzcW/Y6zeNYATfvIM7iwS9+M19N+BzRYbCiF99uTsglqxmFC/KEIcS1Oa6rTv2gByREsj9EJkMYeE3kVuRQCJxJN4769exJk3Pi810lYGRvFidhKJJzFs8Prfm/d9VS9M6ek1WQyzpTt7n2KRxyO6fV1sDrpE11NjZU60etcArvrbipyYQ+IeHvzWS9yiPuhHa2Zo2j0ib0gWS2SLp/RvWJWilaBL+tKpL4tslDy80qvOssUVICtUfPiOV/Hzp62VdpkhVgDKFmv01Ete0Sy+EAT9irSyZEDe66sQR0xvwezJDRiJJqRl89rmANFK0OV+YJMZ8+QWJ2SyzfNXq1RKNC7vuWlrSDv8hqMJqat8sg6Q6tp/djhixBel5lAASgWD1ELU2xCBJfqzPLl6yUwAGSqjrNHMAWKrADJQ3mPGTLKPQy3G15VC8zTAV0GcVjwMbHgy/XOkyAB1bABI6d5Li5WmJ2O5RfDxsbQrRlW1qEs70H90sHKe1B/nzgog6b913IG5EaWdvWF89M5X8PvFaUdG/vnCaICgZ6wEAUT/+BsKxFXoiec4QCaOAGJHZ8bKrpVFRY1YMjsUKkUAiSfN97nRY/125W9x6b8vxQ9e+gG+tfBbeM/D78H2we05t9ncvxmPbHqk4P0f3/r4uMuESGIXD2x4AGOJ8e8N96691/A+4vTj9ynw5X3XGByLY9HGbty3pHNchEq+OJnPjrwcfLOheFR33OmLewuhF1Ksvtev6OzHL5/dKN2ppd+fdn63KoYQ0S8+6QBcd/Gx+NdVZ+XMAABg9S7j9zSjofiijd3oG43h9y9uw0ubzR1aOQ4QE3FsNJrAU2vTMUyPvlG8aPu2BZsRjiVx05Pri95WcM/L23DmjQuwpVtO50I56J8Ds4UIYkg/pSmEI6e3IOhX8J5jpwMA/vDSNnzrwZXY0TuKP7+6HUA6jvZTZxyk3b/YZ+hEMoWdug6SYlFIehe5ld6IrqGo9j1d7xhzC/1T7eRnGIFwfxQ6N+WnYxilZZi5gbfqXtOdBbpG9OiF5eEi+3Jnf/axYsni58kP/uZlPLFmL67999qityX248FvvcRNROTRX17dIe0xt/aMIJFS0RIKaDn0MhARWLIU67Bu2Cg7z16/SqjOhtW2elHltwsrX/XhrANEzhuuWFEoe4WTnVENfp+Cz739EADAT/+zDjv7KivSjiaS2kqEZskCiF0dINp+kxhb5jTCOl9sAFQqUYnuGP15R+YqH/GBufoisOR3gIgPzLKPPcCeDhDhnvSkANIyw/i6zldLfzzTEvRKO0Daja+zwwFSJ0kAURTguA9X9hhr04XMRSOwoObeJmph0BLTDVqX3An8dCbwk0lYXfcFLAl9Fc/XfRvqnecAb8grQ9YPXkod0Dm5elK8b9YH/Pjue47ULv/FMxuwbHs/bvjPupxYV8Fzb+0v+tj6lerFBBC9kLF+n/lrQP/8FPtcFU0k8fX738B9SzpNb1cNyHaAAMBdq+8qKg7onRrhIo4rvQASTpjfdiQ+/thdvm857lh1R8429UZ68c0XvpkjJP7hzT8YPu6WgfHfXUrpJimHf2/5d8HLN/ZvNHTFCOeC2ZD28dV78cSavZnbpS8LF/nsnP/532x1uP5700A4ZuqmKKez4tLfvoJbF2zCoyuKD9xLQa8puymCioU7fp+Cz555ME6c3W4qQgDA6QdP0qLCjb4H6VeQL99u/t6f6wAx3teLdUPyAy3EiIttBKxHGv3ksbewdzCCW57daOn2diQj6N93CnW05P/tuoAP//raWXjlf96Jw6dnPxM9+sZuvOPnC3H/0vSiwpb6AGa01ePnHzkBQPH3tKFIIschVMwBsq9EB4j+Ns8U6O1yk4QLDhAhakxtHh+5ni945Mf9nTynHYC5AJITizYaMxWWc/rPiux3/TFbyvFgJfLcI0mBNY0Hv/USN/nE6XMAAPct7ZSWISmGgkfMaJG6KjYYSD+WrA9R4sOpHa6Hw6e34JvvPBz/e8lx0lcGA8CkRrnl3GLI1lAnf5AnEAO9qKwILJuilK774HEAgK+dd5jUxxVc/vaDcczMVkQTKUPLtVX0b8hNkl/HzSF/5m9IjsDKnGfsEAad4qgZ6VW4G/YNS3NXjEYT2uqgkAQhUj/klrnKx9M9EiZMyXxJlNkjIL7YyI6fA7Iit0zLvKePvQNPNb5u5xLzjoxC2OkACTYCfoP34MhArvPBKk5EYAHA278OhFqL386InUvT/7ci9OhjsIoKJsiNwdLEEBUtyhimKwOY69sHZd/q8ntWCqAfalr5bJnU7Vs3IrBCQR+uOu8wHDwlHS/7emd2P+zqH9MEkHkHp2Mal+/oN8zbFujPMZF4ylSs0EeYrttrvgBA/3wWe24fWLoTj63ag+8/usb0dkB6GLl4Y7eU7yyqqmLr4Fas7l6NeEpOoa0dAsjqntVFb6OPoComagzGssP+Qo4IPYUcIA9seKDgbbcObsXO4ay7+Y2uNwwfd+vg+B4Zoxgtgax9VMpji+GsmelVlC8DwMy29NC6mAMkf+BmNpDXH3cpk0gmAOjXfcax0hOpH+b1VdCJVAj9YNvK0LDUBVeqqlrqYhLb4ded742+29z7udPx2vfeiQe/eGbRKGD9sFz/GihEvgPE6LuDfh9Y+f51QHtWJCnV4Ryy8FlwydZeHHvtU5Z6n0pB//3VTNCL6z631gf9mNoSwpQm4xmI+DzemlmIWkykGMk7Doej5rfXx+gOFnFj5f99mQuw9KiqWtZ3UTdcWeLzSEdLCD++KB3L+vXz0/OW/GgrfSRWXcCHyY3Fv8fln0OMjglVVXM+lxRz/uhju4p9ntGf6w6xEMGWv11EPh781kvc5PNnp1ejx5OqaaZeKQgB5MgZklYtZqjzpwdCslYiiA+njTYN/b/1riPwmbcdVPyGZXDQFHndKoDeAWLfKUJ2pEtEYlyQnvOOmoaVP3oX/uvdR0h9XIHfp2Du1CYA5jmWVhAfjhuCfukuJttL0G10G9nN3KlNCPgUDEcT0jolbnt+k/azjNd00G9PVEu1CiDig3O/RAFEZM0ePKVJ2mMKGiR3JgHZFdme3HfTjjaOwUrGgK51pT3eq78xvq5SB4iiGBehqykgVoYzzIkILACYcRxw5YLy7x/uSbs5Ol8rflu9SGL279NuU0gAKUCd/OMNsHas6V0NRp9FX9nSgx//e61U8TLf8dpSnx7u6ONwVu8axFhm4Dl3ahOOmJ7+4r1m94DpY4fz/t1mAyP9EG9Xv/mQPScCq4jzt5ibRM/X7luBz/5xKW5/oTL3877Rfbj035fi4n9ejE//59N4xwPvwGt7Lbyui2BHBJYV9OJBKRFYxQSQfAeIqqp4evvThrfXCxulOjqKbUs0Uf7nrXLcJenBYvpnMTy/5r1HmtwDmNmWFtiLOUDyI1fMS9Bzr+s3Gbzqj1+zxxToY5A6CqzK1vPjf6/FB3/zkuVzWzyRPV8W+xx61+ItOO7apy251gSfv3cZ3vmLhUUdZimdA0RwzuHjP2+cfVgH5h85DTPa6uHzKUW/B+mH5Wt2m8dC6rdRVY33jX5Vfv5wvhD6eemm/cXfZ/XC8WQTIUHwnYdXIZ5U8b9PlPgZrAh6wc9MxBJDev13GrPtbgml3xtFEkexwXb+vi3WBaFf0T9ooT93YCz7ncNqF9bgWBw//vfaoqIakD6u3n/bS/g/f15u6bH1r6+ExcU6y7b3YXOXnMQDMffoaKrDFWcdgjU/fjeuePvBANKfZ+LJFDbuH8bijd14+PVd2v0e+tKZ2kI2s88e+aKhUQ9mvohRTCjTP26xOeTWnuxxaCbWWdkuIgcPfuslbuL3KZjeminLlaRMi8zhw6ZKXLUIXQeILAdIzD4HiN0c0pE7ALCyAsaMbAeIfQ4Q0QGSSKlSVu6JNwmz8rRyaW+ss8W5IxBviJUOY8XqI9n9H/rHtPIBvBS0AboXV6FbJOj3aV8Ui62utco9L23XfpbxyvP7FC3rVeYqHzEA9GSRtgmTMsfcql2DeHCZnJgV0QEjW+wH5AvGyVR2paQnjz1FAWafYXz98B7rjzVapDi0UgcIIL8HxCwiqk7uZylMPQI49J3l37/rLWDb4uK30z8PViKw9ENbM8FE4vNRypA+//ZGA71P/X4J7n1lO34vccVsfndWa8P49/wHl+/Ezc+kI00a6vw4emba6VPMqSEGcWI4+Mxa4wGk3sFb7It6bgeI+Xksv/zUjIUb0k7JSkp/VVXFF5/9IjYPbNYuG44P46rnrsKu4V2G99s5vBN/Xvtn3L3mbqzsWlnwNl4QQEqJwComDIzmiZF7R807maw6YHzK+PehYg4QfdF7qRQrfk+mxu83/Vcr4Rb76vzDsOradxs+zsx2aw4Q8dlaDHPNS9BzjzWzFdD6knQrQsVbe7LiY7Fj+t5XtmP1rkFL3RTpx7MeG/PT/6Q7LL7019ctPTYAvLChG9t7w3ijc8D0duJUpO9wuea9R+KH7z8av/joiQDSi06+976jcu5XVADRfT/qGzWPJsuPfzZyd+jPmyNWHDy6PoLdA+YCIgDs131nEUK6GYqUbyTj0XewpExWvcc1ASR7vjBLwRAOkDaLDpB851WxLgi9oGKlA0T/960Ot3/21Hrc+8p2XHL7y0Vvu3LnAN7aO4Tn1nUVva2a16mmFyiN2NkXxkfvfBUX3GLhM58FxPxHzPRa6oOY1FinRQf2j8bw7l8uxmf/uFR77u749Ck4cXY7zjhkCgDg6bX7DZ0S+TOL/cOF3zPyReViiz1zBJAi36n13SOWvn/rowIlxcSTXDz4rZe4jchG75K0krl/NH3CmtIsN6YpW4Iu58uFePNttGF4bDcH5a047q/QtizEoHpbS9Czjy1jqBf1cp59EcQwtmIHSGa/2RHB0yKs3xY+gJdCLZSgA0BHS3ofdo/IEY6ntWZX3nW0mK/Cs4KiKNoXBpn5veL8W237T79i7L8fWZNTZFgu6zNux6NnyhdAZEdg6V8Dnj1nth5ofN1wCdnJ24t8UZMigLQbX1dOD4hZRJTMCCzBMR8s/75rHgKsRNHon4diJehAruvDIQeI/supNQeIXgAxHx4Uc0iUQn7kp1jlqkefHd+oE0De2mv82kqmVO3cIGI//2bSw6EvDS0WZ1pKCbo+69vqAplKPkdu7N+IbYPbxl0eS8WwoLOwQ2rxrsX44D8/iJ8v/zluXXErLnvyMtyx6o5xt7MzpskMvTuiqAOkhAis/Ovf7HnT9Pb6gWmppebFxBgzgaTYv+P/s/feYbJkZ3n4W9Vx8sydm/Pu3s1Bu1ppV7vaFcpZyAiBEkEg2WSQZLAtkIkGYfyzEdgW2AYsA7IJxgYbEFgiKKAACqscd7V7d+/uzWFST8f6/VH1nfrq1EnVuXvqfZ773Jnp6p6eOl2nzvne733fy/XLxsc7QfpzxwuzvHjOcx5lHCQFiGXtTAW3vdF6z2R3JM9Nlw17Pq4Kc1GAPMYCoF0tih+5aP58Efi6w7URx7Whj782VwcoX1NhgbVQLeGN91+NVzz5EP7o++7F3/2LZ+Pmg0uJ52WxwALM+yWZBNYRZPzvd2lAS2QtOYzfE4wkGUUINoGfKyMBEo1zia1bDy7P4MBSFcdXZ3HLoaSl57xEgKxtN422QnSOqTHIlgHCretcMkD49eiaMeqi/CDwa9x27bSkx5sOCpCvnXVoXskAegt8PvV9D7vmwnnwrl9I339vORRel8+7eR/KBR9fO7uBRzQB5ykLrCvqe4a8frDttTYyKEA4Ye2y/+ZKnO0B5tDuZIzprjfHKEGLLx1LmhV0Q1g0LBC7AW38XBhrF5Dsv9/ZCcPAymzy3PbahV6LGOdBhqBXir4ITjYFwLmCXmNmAsevXwoQWrgNIoR5UAqQ+oRaKMnY00cFyHazjcejTclbX3QDnnzU0F2eAeTv29cQ9NaEKkCkOfORi70VJ792dkPYtlAmTD8RW2D1Z4PKiw9jO3YL+/SPbbjbYmDLogDpRwHdlKNhKt5rn2OywOr/5wt3fDtwyyu7e66L+gNIZnW42IL1yQLrYw9dwN2/8D786WfsqiG+OXW51rh9hK141M97nKx45QoQVQPEbLmIGyJl2pcMBAjvdn3ujeH197ihi5ifI6sPdoYQdK5Aly25BoE//Mofah/7/z7+/6V+tt3axo++/0dT6oZ3PvBOfPnilxM/UykJCN987TdnfKfuyJQBksECqxUk8woubJvnV04AmdQgqqKkTeGhIkDe/+j78S3/91tw17vvwnP+8Dn43S/8rvK1bQqQVpB+r7yg6Ds0wv/ws08Ihb5tn0OF1L1RE6KJ0JPnJpMFFi/gujRQ1DKouginLtmVBvLr2QqBWa1i+N9mW9PQ56GgGETP83DnsRWlrVKsAFGfxxQBYhhzVwUIL1K7WBDz8+oyfo8zstmF9B+UGUKycK8/jtauPK+kXPTxV//0G/CXb34Gju5KWoKTqoUIkGY70F5bQRDg049dBgAcWA6vQxthwhUgLgQIP951PZ+FmOLXge15cui5y+/hJLbpvLztjz+LN7zrH4wqKCCeU33pg7Vb0zT94y++AUeiMV6slnAwGqdzmnBxumYORUo8nbuNPBY2sjgLAcIfdznH/L300/Y4R4wx3fXmGCX29lkBQjeE5T4TINTh0S87l0GGoA8aTz+xG9fsiYsAvRZht0UeyuDOhed5YqO+YQkZcwF1QPU7EH4YIAVIr4GDFMo1V+n/uC06ds9kxaDC64eNPQv9I0AevrCJTgAsVov4J8+4uufXI1DHVD+7vOrjHKRtwKIk9f/6uS6K1Azv/JuvodkOcP+1u/ueyQTEBEij3emLZWCWbsmRYX6//rEsBIjNJ/7g7e6vpUPJoCKxFBSVGKYFFgD4BeCbf6O75577kttxWRUgvGvdeD7MBMhb/uDTOLNWxw/+d30AMyGhAHHovGs4WGAR+kk01qXMM25d8sKb09dNwfdwYm/4uTl5cUs7h5A65NDyDI7sCgsGV2pNLWHBf27bqDd5Yc5Q+AmCIFFc2LIUjmUyuxtc3L6Y6fhPnv2klij404f+NPG9qeh//a7r8ba735bpd7ui0WkIFYPNAmuDEa42AgRI2nrZjm904nWtSQ0TIB3ca1WASHP7x09/HG/62zfhSxfDOens1ln863/41/jtL/x26rm9KkBUxXOOJx1ewluef71wFbAFWNNnfv8iKUAyZIAYmqf4vLTVtBfQt7sgQEwkKUeW4jy3djYpXAgufxtBV3S1Yd7SCCbbJZkIC3lO1SkNEhZYDg1o/J7k0m1+kRWOR5k3wK+PttECS910NVsuolIspNSQi1GdYbZcENesjqj4w088hne8L8xfpOyeZjvQnpftZjtTcDbQnQJEJipM4NevbU0iKz6y/B5AX3/rdAL87kdP4q++dBZftOR5dYQaK/lz2dqdcO2+pMKeFD66a4M+V9dE65/TGntNeU61NV5kyQDJYv0nv5d+Nb3lSGKyKhY5hgJSgJztswLEJBHuBuU+27kMOgR9kKiWCnjfW74B91+7G0DvRVhaSA4iT4ODblw2iakLqANquQ+b4WGDAplNPr4uoBvyvMIOo1e4dM90gzhEe/KIRw7KADm/0XuoNvmfH16Z7Wv2jCCN+2mBNaEKHl8qXjx0vjcC5HTUVfTKOw8PJC+IK9tk/+9u0GC+u4PMN+oJJgXIeh8JkOqS+XEXFA1B6t0E9ZoIgkFYYAFha+eBJw3mtQFgm22EXTJAEgoQEwFitpzLcl9tOBbpCUkFSLp4wAu6LnPkpc2G2waZGgeiNVqRVQ++8faDqePPrtVxcGkG5aKPZjvA45fV63uy2rj9yDKWZkrinqG7ryU7FbNkgOiPrTXbiXNps90k216g+/y7opdt3f8XX/8L7WPv+vy7Et+bMkAKXgGvuuFVePqhp2f6/a5otMNxs1lgcYVIvwmQZrup/Fp5rESQ2DJA5Mf/6Kt/pCScfucLv5P6uY0AUY2bKgOEIDfxHFgK7wnkKvCRhy7gr76ov29R8Zw+zybLrLR9kv5YTna6WGAlCRD98fxa080nMrIUAiul+Hy62ANvJTrfLV3nAREg1pdNYD5qLlOd70arI+Y1GnMTASLPl7r8iEQI+gAUIPwYJwWI9YgYG/VWIv/ABD5+JtUA/X2lovqdyC4QtL71PE80SD58Xv2efvE9cTPH3oWq+Hzoxkb+ucv4dJMBwokKm6KC789thEZT+v0uDcWcm9ISQ+w6t/VLdgI1Gfm8m9Trf3JbIBDhpRsjagy9NbJG+5svn8VXz6TX1/Jnv2aZf/kcYztvfC2ZnQDJFSCDwGRVLHIMBfujxZfrgsaEVrsjbgh9J0Cigmm/OhZqExyCDoQ3d2HDo5ECuqLWCM/poM8FFepdFg02TLICZNd8fyywNgeoAJlj3TNrtf7ZYOUKkDToc6CS4PeCODepfwSIKpBwEvH187352hKBPjcgAp1fH/3IAaGNz1grd4wKkAwZIG3DvPrcn3Z/HROKhpyeZhcKEKMFVv8zZgTu+PbBvTbPNcmqAOnBAosrnGybT16kz54Bkn5tvj61XWtn1rZxx8+9Fy/8FbulmKwA4UWmpx7flTp+72IFvu/hWGQd8ZBmvvt0RIA86cgSPM8TxL7uvuZaLAXcQ9Dl9YVNAcLzBbtt3Cr4g1vrmhQgRT+8X/zzp/5zLJTS1/Vte27r6XcTQWAjQPjj6w72dNzWy6bSIFKjE3SUtlIcDWmutr22bJH1vkfepzzuzNYZfPXSVxM/W2tYOpMVfvhJC6xkwe63v/uuxPdkocOb6v75H31W+/s2FBZYumKnXDw3NSU12WtktsAykJoJZYLjHi6LYo4XGF060/k8YXttOq82FY8MUwg6V3/si9QDJtUP3RtsqgRe/M5KgLis9esZCZMs+Ce//XE849/8Df7kgVPWYzmpZCKybXuOO44uJ77nBOAzr98DAPjfn3rM+n4WqkXhfHBB0wAg36syEyCuFljM6n3D0hDAP3NWCyzpPLtcZ3xsdO/fhWgl0MvJjVjPuXGfyB7l4PmYAFOAaM49nY8X3nwAd121C/VWB//vC2kiOosFlqw2sStAsl2TuQXW4DHGO98co8LxSHb29R47YoFkOFS/M0DKfbZzmWQFCIGKsOd7zQCJbrCDzAAB4mDtfuRKXBIEyOQqQC5tNazdHSbQjbI6ADWF53lCSuzic+oKUcgpTfbtaE8flXODUjPRhkHu+ukFk6oAkfGYo4e1DjH5OJj7h+d5Yj7uBwHCFSBjiwUDAbL2hPvrmIpopT4FaJf6qAAJgqRaQoZF8dATbn4FsHxsMK/N/6Yr9gJEP0LQgyBpX/HwBfO6NpEB4mBPYesC5JtyW7Ht/V8OQ8sfcrDjkxsHvv1p4Zi94smHUC0VEmu3Vzz5EL7jnvBxspV4WLO+PxVZ2ZBdlm1NmU0BwjNA9MfKnZw2BQjvMM1SeOEo+dnutStV91wuFwLkqqWr8M7nvhNXLV0lHnvm4WfiV5/1q4kQ8az4/PnPA7BngHCLLJsyAkgqNawWWBGpIZMbymM7EgFiyQBJESaG4x+88mDi+8s8k0gBlQIkMFhg3X31Kn7tdU8W3x+MFCD8Hls22E3SXLEvuuaCQD8H0VqfmmRMa4KsChD+WqbrlM93rra4WTqheaG15RDOzBUztkIuvXVZCWyDKQSdnAxmywXR8Gm0wIrGkMZbZ58kK0Bs5zpBNDsUT5OKEZcMkPic2RR3H34wzAf6kd97wPq6/HNntsAyr11fdttBvPVFN4jv+Vt8xR2HAAB/G91rTZivFHFtdB/8wuPq9Zh8r3Jxs1ivcwVI2+na4eTaFUPeT/iemDWTlWTsGL9Xoe7wecmSQ9IWZGTy50szJbz3Ld+QOn51TlKAWJxEqL60OFPELQeXtMfSnEqfK9OcKtsT2ojDzBZY7Ph+Om7kiDHGO98co8LV0QbpsUtbzv6EOlChdL5S7HuHcL/tXLYG2D0/LIgu9B4UIEEQWxwNXAFCN66+KEAiq7UJVIBQBkgn6I1ciINRBzO1L82YpabdQBRix7kT3QGHV8LO2q9rpNVZMCg1U3kAIeiNCVbw/MI33Sq+7p/93OAIdJL292NB3JgEBcjMLqCgUVZsnk1mSpjQMoxtsU/XmEkBkjUD5OwX9CHhpTmgMMAmjblV4Lv/IgxEn98H7Ls1VMn81OXeX5srQC497HA8OwddEiDn1uuJzekjFjuOrCHoCQWIYi3KmztsRblOhmwt2Qf93hO78eF/8Wz80jeHioFbD8W2bv/2W54kGnuowemRi+rzcFmQ7+F1YVMVJ6waLMWcRqIwpz+38hrIZAUEJItw3TZEERHhiuXKsvFxfh5sFliE2/fejj95+Z/gPa94Dz762o/i3z/n32N1ZhWzpe4zpd53MlREbJgUZUgSJC4ESCYLrIgskckNFWRCQ874kGFTiHA8sZEkzW3kiioDxBaCzhsgSAFyS2S9AiSzemRQUY72cYA+B4SuO2r4MhEbfL3n0jyx7VgQ53OlqWCdeA7Pp7AGNHfY1w4KEJ59YCFM4tyB/mWA0PgtVItGooRA9yVS/Oj2fvw8tDuB9b6UXQHSfd6AbW7OAv45NTUC0nG6tavve/ieb7gGr7nrCFbnyvjWpxwWj1F+xLmNurV25Psebj20DAD47KkrymOItKLr0KWZk1+DncC+H6s12qJBF7DXCDiRZrtuuglBd1EMbTmSqEB8r1Tl8exfSmfrycSzqZG20wlidX6lGFvYKa5LQSpHax9T44VMbFotsDIrQPIMkEFjjHe+OUaFPQsVzFeK6ATAo5pNkiuokNdv+ysgLrj1LQQ9miRl/8hJAtkVnF2rd23FU291RMdEdeAWWP1TgNDGfRIVIKWCL7oYeglC3xZqisGMG13Htg6ULKBCyKDe87Bw/b4F+B5wfqPeswpkUGomoQAZiAXWmOZIGPDau4/ig//sWQBCj2nXLkYVNoZAoAsFSD8IEBo3jY/yWMD3gT3X6R8/6xi+bSqSFQ3h5VnQzwyQr+jzBbDv5myv1Q0WDwKv/E3gR78CfN+HgPveHOaD9ApSgASBGwHCj9cUcFteGSjo58kza8lzbyvYNFhBwMV6gHcmqwoZfKOcZa1qm4tUvtkHl2dQjOb4//Ttd+JZ1+/BDz/7RKJjd6/FqpHu7cvRvd5m7Sh7fZuKOa6dxnIntCkMGkgSR9wqJAuyEiA2VcZGM/68mggQ+fd6nofDC4cxx5Rps8XuCZBPnf0UAGC9aba14hZYNmUEkFS1OBMgDgoQOSOk1ja/ti0jhOPURtKGx6TMATQESPRZ87y0ZQuQvP9TBkilWMB7fuR+AOH6UAfq8l6cKYnmMx1hQUUxapIxKkA6yeKbbf237Vi85K/j2oiYRQGSsMByUIAkus4d1SVZFSBEcKmK0NTZv1AtCStUEwFC9xeak/UWWMk5jSsIVHAlmsUxGRUgfCy6Vdyp0GavayLU6P3ammrf/orb8Pc/8VysssyI1bkyygUfQRBaTnIEQZC4X2/WW7jtcNhI8JnHLit/B6ktDi6H13qj3bGeQ7mgbTv+ci05b1627L+5usFugSUrQOz3z20Hizy+zrKto7KosZ57497Uz4hUXlc0ZnISY75SNNpl0VqGGlK3mx0tEZciQCzzTYKUdJgrkyq8XAEyCOQESI4UPM8TMnkXmaAJdEPvt/0VwPzs+6UAGbCH+zBAm9WPPHQBT/359zn5bsrgN6tBW2D1NwR9cjNAgHBhBvTWiS4UIAPqxl/MFSBazJQLorv2i084+NsbcEnqwu0XaM7sp88vvdZYWykZQP7xjVYn0WWVBUEQDFcB0g8LrElQgADAnhv1j539gttrmIpkhSEoQLJmgJz+nP6x61+Y7bX6iWtf0NvzSQGyeS6Z72E7vrUNaIrIzYKBeEJ682jbjCcVINkssFTFBl4As61V+VbbRpYIAkRTNFiZK+O/ftddeMvzr0/8XFhaKQqxrXZHqHGp2YGaanSFW7kAYrINcw1Bl9cXWRQgjXZ3cyNXYrjAlmVxbiveOxktsBzC13tRgFzcvggAWKurLVwIzU5TkA+X6nZlHc8AcbXAshEOQFolYlWAWFQcHCfXTya+t70ftQVW+L+qWxkAqmzPdHA5JtdpnXFxq5Ho6I9fNy6+LlSKQrGl60KWi3Wma0Tu8jYV5YEMGSCMbOwEUP5dMuoZSBMbuSyDF+PlbAMZ7S4VIDQffvyRSyIvicAVIHFWiH4+ihUgZgJEPq+2TKSsIehZVY98/Wn7LHHYSH0+ZmYFiBsBAqTVAr7vCVXBE1eSc8flrWbiXGxst0Qt7PQV9TxDZD2RnfQ8E+Rr1TZG8jmWCZHUe2L3T7sFlpwB0h/CLIsCJG7mUD/+C990K5ZmSvjt774L/+nbn5J6nOpInz11JfX+qXmi6HuoFH1jhg999ldZ9qau2WxDIiHtGSBZLbCyrUNzZMeY73xzjAr3nlgFALzjfV/NdIOTQTf0pZn+F4XKhXCh2T8CJMq9mGAFCJdOA8BP/Z/PZ34NunGVCt7Ag42FdNHS0eKCQeUmDAsrfSBABq0AIQKkrxkgrenIAAGAmw6EVgdfesJcbLBBWGDN9VsBEq4w+6kAiQmsyZw3Z8tFQfRe1AQd2rDdjFVzs4MkQKL32Y8FcZzdMubjttdEgHzR7TVMRbS+KUAMr5NVAWIKCD98l/6xQaNX9QkpOlzUH/x4g/1VvWAuDsubb1vHqmuRXnW8LQPEbgURf73dcOxgzijMiQmN9FzHvcOXHBUgWQgm13MrK0xtChBew2l0qQAxqTSAdPGOZ2CocK7mRoC4hK/3ogC5tH0J7U7bGvgNxCqQK3W13QsH/5tsNlR0rFMGSIZMD/l4lWKDQ7YBs425yQJLVzivsPvp3oX4nrBrtgzPi8Rvig7ute2WWENwBYiO2KBiHdm1mOY1eV6yrd8THd4mCyzpdV3mS55JYbfAYjZyDtmItYZ753tHkztgw91X7RIh238sNRgSATLPrHZ0e9vQmic8nornWgJE+tv7fQ/LGoLOf7/pvchjZhtD1/HuVXV+QBAgSeKW8q8IL7hlv7gOtzXn5QqzwJqLjrU1dMpFdds5l0k0uwKkewusrPZM/bTA0s2pr737KB74yefhGdftUeaokXvGJ09exn/54NcTj1E9ZWmmBM/zjNZ09HctzZaE4Fn3+b60mZEAaZrXiRydTpCZlMyRHZNfccoxEPxo1DW2UW/hbA+B2jT5yKFF/cCgQtAnWgEynzzP3RAYdPNeNHjV9gvzBjY+C4IgwJWoK6LfXfPDgghC74MCZFB5DCIDpNY/39eJ6UR3wKGVcCPTrf0cgRZX/f4sD8QCi+To42ylZAEFiZ7f7G7c+Pw1O0DVXD8tsKi7cuyty0wEyIWvub2GkQDp0zVWMhEgGS3xTIqVcvfF0J5x26t6ez5XgLhgOyrEGvILGn42BYjt2kl0z7pYYHGbFosFVhY7ClsAO9XjbcHqMkyKDirmLFSKwkrLaoEl23loNutBEEgh6AYLLKmAZFOAdPqQAWIrzsuFeK6AUIGHiruEoJswY7LXsyBAgCuNK04ECOWAuChAuAKmnxZYqRB0y9zJH7e9vkxa2cZQRZDEyiv1c07snccPPOsa/NzLb05cm8WCL9b4H/v6hdTz6HpcqBRRLRUYAaJ+jzQ3UeOUaV6T5yXb+r3mUOAE0teak9oggwKkmVCAZCvM2xQj3Vpg+b6HV94ZZkrIeVLCwqxaEl3pOvJ2q9kWc/jhFQsB0pYJEJuNYzZLK36M7fhOJ0icZ1ODrDy+rmMCJEltGfRZ6HafS3ZVj19Ozi0nI8v3q3fP4Q+/9x48/6Z9QtGlO+dko7VvsWq0VyJ0FBkutnXGlvR6NoIliwWWnJXjkrWTyLPQEiAZLLCEraD+WjQ9xlX3//ovkra4j0ekFo25yZqO5r2ZUiHea2nmX7lRNUsGiM2eT36tXAEyGEx+xSnHQFAq+IIlV/nquYIWdST/7SeocNMvOxeasAcd/D1ILM2UEgWtborKa8yHdtDolwVWqxNvrucnlMCiIuyFPihAqoNSgFQHoQCJbLumQAHSr/Mz+BD0QShAJnf8hD1FlwoQWkzPlQuZN9RZUO2jBRZtdIoDfL99weq1+scuPuj2GiNXgGQkQEzvVxcKPwzsvQFYOd798+vrQKcD1M2BzPHxRIAYFCCehQCRLZoydM/quj45+GZVbYHlbn2QDL60+WbbiwYq7I7mustbzdT7pfsOX/sJAsQhBB3QF9Dk4pfJWieVAWIZs36EoNsUHZzQAOz2STybwjUEXYdeLLCA0I5r08FyblAKECImuglBt40LP8+215fHzGZjplKAUL1QZ4EFAD/2ghvw7fccT/2crqsf/O+fSn1OL0RrD1qLzFXMBXQR2BuphF0zQAC7ha1LhzegIkAciu0ZOqFt5LKMhAWW5bW7tcACgOOroS3SwxeS15TaAkv9GSObpILvYZ8tBF0aP5sCJGveQJL0t9yjpDE2vRf582Adb/Z3miywSOXXrUOFTgFCBMith5fw1OO74HmecATR5UHEBEiFZVEYcl/YOaHCva3DX/4M2WpyWQK35evKJWun7jA/1DJZYIX/m+ZUE0zNuqTqOUQEiIMFVrXkxwR0Uz2WF0Rzd2yhbELCAssyJt0o63Jkx+RWLHIMHDSp9NLtTYu63fODU4D0OwR9kgkQ3/cS57rYRXcvbT5JVjhI9EsBwhfsk2qlRATIOCtAFiMru35mgNCCe1ItlDiW+pSRQhYJ/Q5B73duEn+tQX3mhoFe83fiAPTBzpkz0dzWHwUIESBjPm4rxwBdkfDKY272UsYMkD6tTYZFgJiyRoaBu7+vhycHQGPdqOhIwMECa9uqAMlYPOIEiJMCxEyAcAsU27xbY7ZXtmu802UBb2W2LDrTL0iE7+Va2kZUKEa0ChDZAkv9N2bpFqf7J3GzcgesjEQIercESNtCgLSyESBcMWJSGgxaAQIAj6w94nTcZnMTtVbNqugAkqTOIEPQbQQIf81hKkC6KZx/w3V7xNePSMXzuFkwvN6sFljR9bPsYIElk48ywZh67SYviBsssKRr2KnYnkUBkjUEnb1Xdwus7ON4bDUkJB+9uJUgX0WGS7Uo6idEKsvYqMf77FhZrwlBz6gASSrtslpgma8JmZAz7d3l320bk6QCxG6BVeyWANEoQEjRc3RXTDjzHFTVuTy9Fl63exerop5hIij4dUrjbjvn8rVtaxjl59lGHMpj0sioAHHKALGtZbq0oyPIFnF8XpEVIPMGYpneZ7VYEMSXbl69GLkFEHlpJ0DcbeZkhUg/9+s5Ygxl5/vOd74TV111FarVKu6880588IMfHMavzdEj+lHsHKQCpNLvEPRoQhx0EWvQ4Dkg3XRIrDEZ76BBHe5PXM5YIJLAbyiTWoglAuQLPeRHDFoBQosH2wI8C2hDNKnEFcdiHyzCtpttsZEblAWWyyLXFVkCCccVuyKLxm4tsIYRgA70NwOk1UMBYKgolIDlo+rHgo5bnsQwLLBMBEgzqwWWoZA3agJkbndvz99ecydAyDLLcPy2TQGS0QIrYVXgME/yY1TNONsZOp5rCQWIrWuyuwwQ3/diyz9J1bGmIEBoPbnZaCttI+TNvF4B4t4tXqMw0vn4d5uQDEHv7t5mUw+kFCAW9QAvxjcD/R7KhQDpJQMEcCdAtlpbTkoRIEkAuRIgNjIDSI+DjWjij9tILPlxqwJEUXSP7VqMT1Xip152k8iJ++qZcE7bqLfw0LkNXIiuRVJo2SywhAJk1sUCy10BEgRB4rVM++tuOpWzqBM46WELNQeS+xKr3VIPXecHlmZQLvhotgNRYAXiwvdCtYSro/DsB8+pr6dkXoi5ETAVgt5nBQhXfdjuO7LSyPS5k3+3vRjvlgHSFs073a1dD2oUII9eTBMgfC+t+lvPMgusBQcLLDp/1ZIviuz2DJBsCpBmYg1jIxnlMbJ/XhIKMc3nxdVGD+Brme7G8/Yjy4nvSckDxAqQg8vhmM9F2TxGC6xyAbOlcCz1FljhGJCaqG5TdWS4JuW5q19N3jmSGHjF4vd///fxpje9CT/xEz+BT33qU7j//vvxohe9CCdPnhz0r87RI2I5Xy8EyAAVIHkIuhJcudEVARIVbxcHEFwv4/YoTO7LZ9bFBqAb0A25XPQzW0KMC2iz/+EHL+BDXz3f1WsMWgFC/plyKFu3aLU7YjE7qcQVx2J07fVigUUBdwXfE6/XLwwiA4Q+c+UJHr9eLbCEerAy2HvHTB8tsNod6qKbgPly9Rr9YxccbLCGYYHVzwwQ0/GjtMACgNnV3p6//oRR0ZHA9loYdmFSgHjm8ZM33zYCJNk9aZ8n+fFNRQB3M0PHcxYLLGEb0UURiLohP3kymfVA954lZoE1V479sFW5IXIxTldAy1IspfNO78PWcMG7hW3+2jrY1ANykd+qAGm5KUBcLLDmSnPWY0x4eO1hp+O2mlsJSykTEhZYlqByQYBYCAogPQ5ZVB02EqsvCpAeGgc8z8MNBxYAAF87GxIgr/uNj+HZ//b9+PCDYS4I7QNora367AdBIOYHygAxXSMyeWBq0Gm2g0Tx2WyB5W5rFz/HvTjbiwWWqwKkmxp6wfdw7b55AMBHHozzXNYYqXFib/j4Ixc2lXP5BmuaoeYv3f1BHj8bIZw5AyTD8Y22e4C3/FpZFCCBQQFCxFi3zTv7o6L16SuSAuRiuM44thrPtwXfE3sbee3Q6QQiI3c/I0BMCg2eM0F7XhtBIBfrbQoQ3gSQ5RpzOR5wUzPw92xTgNCv7NY+eM9CBX//48/BNXvCcfvy6XXxGBEglLMjyMZGK/UZI1XIbLko9nK6jBtSgNBnyfY3yrZkps93qlkkzwAZCAZesfh3/+7f4Q1veAPe+MY34sYbb8Q73vEOHDlyBL/2a7+WOrZer2NtbS3xL8foQMW3XrqZz4uulv5v2onJ3W6pO9OyIAjiYK9JDkEHeu/EXh+iAmT3fAU37A83BB95KB0M6AqRIzHBRdhnXR/L4z/3uN2DWYXYw3IwhVi65myWFK7YYjf2Qb3nYaIfFliXIsn88kyp72ReOQoq77ZIpEJjGgiQHi2w3v2xsMN20PeOah9D0JuTkgECALuu1j/2tffZn28qohWGoADJTICMsQJk5Vhvz3/wb9wzQIJ2SH4Yjq/BTIDIxScbeciLUC5dx7aCXhbLF/7ebNe4CPHt4h7xijsOAQDe9eGH8ZEHL+Cvv3QGQOxrzbOnPM8TKhCZAAmCAA+eC8eGMqB0xI1cLA0Cvc87HRsTIG4WGuFzuyRAsipALAQIfz1TBoiLAmT3TG+qK1cCZLO56WRTBcR/fyfoWBUgmTJApGNsqpEEAZLRAsumAFFbYIX/d1t8vXZvuN/57KkruLTZwKcfvQwAeM/nTgOI98rU7KCyamm2A/E+SM2lyygIj+8kjjWtT+V5x1QQl9eRLsX2ZttePCW0MoagcwLGNne3e1TAvuiW/QCA//uZxwEADzx6GX/2mScAhE2IexYqWKwW0QnSWSFAMi+kEjVzdgI16U5/O82xNVsIeoYMCCBZYJUJsPRry6SXfsxlMjxLBojpUDqsewVIWAy/sNnAO973FQDhOSZLLK4AAaANxD6/WUe7E8DzQuUWKfZN+4haIy6yCwLEcq8nwov2KVkssGxKKNlazkX1mswIcrDAclaAWH+1FnsXq3j6ifA++fdfv4AgCNBqd9Ih6BEBEgTpdQWRyPOVAiOgdQqQcIxJAWIPQY9fJwjMCif5tXIFyGAw0IpFo9HAJz7xCTz/+c9P/Pz5z38+PvzhD6eOf/vb346lpSXx78iRI4N8ezksWOxDMS/OAOm/BdbqfAUHl6oIAohFZLdotDtiwTTpChDu6d6NVRF1sQwjBB0Abjm0BAB4+LxjV6gCdEOuTHARfXW+gtffexxAHJCXFXSTHZgCpE+ZLQT6O0sFbzoUIBYvXxcQAUKdff1EWVhg9W9BNR0WWOG5vtAFAfLQuQ2874tnASQ7pweBmT4SIHEBYALGbeGA/rGP/yZw8SHz800ExFiGoJve74gJEBMZ5YIH/9rdAgsIbbAMx285hqCL4lEGBYhL0a1lKb4nAmYzWGBZfbN7KBp8852HUfQ9PHRuE6/5Lx/Fd7/r4zizto0nomIBbeoJ1Nm6Jq1LHr1Yw/p2C+WCj1sOhdY+umKHinTX+bzTeRQEiEVx2u4iA0QOuLapE2rtZJHfVpjnChATWeKiANkzu8d6jAmPrT/mdNxGc8OZACFywEUxMsgMkF4IkG4UIHTf7LY5hZQB/+8LZ3DHz7039fhuKQRdNV/xIOVdjKzUzW3U5U0FVNP6VJ53TKqOVH6ApdAZBIHVMpCj5WiJpHo/VgUIzZ9dVl2ffcM+ACHx0Wp38Obff0A8tlANm5eu3ReSXWR3xrHB1CK8eUg1f9J5IFcGFSnGkSCZHFQ58rgZSS/pvJqUilkzQBLjPUAFCLd4fMf7vhqRHzW0OwEqRR97F5JrLJ317Pn1OAi7WPAFeXnO4GaxxSywKkVq4nVTgJDawFaTy3IdyIRHvxQgnCyyqVmDHnKVOO65OlQnf/Shi3jdb3wM9//S3+BMlNFCBMhsuSDsC+XGaaprzJbttnS0V9wfkWnWDJAMZGBaAZITIIPAQHe+58+fR7vdxr59+xI/37dvH06fPp06/q1vfSuuXLki/j366KODfHs5LFgUFljdFTs36y2xIBuEAgQAnnJ8FwDgHx6+ZDnSDD5ZT3IIOpDsiuhGGUOL437b7+gw6+iDaYJQgEx4jgQpLLISDNvNNv72y2fF2A1KTTEbdUVs9ikDJO6C6r/aYRQQc2a9pe3Gs+HygALQAZ4B0kcFCHWnTTCBRRZYF7rIAPnQ12K7uu99psGqqQ8YRAZIaRIssBYPmh//1O+aHx+GomJYGSCjtsACgBe8vfvnnv9KNgKkdtlogbUZuFlgLUXzaSYFiEsGiKXbNosFVjcZIN0UgeYrRdx8cDHxs6+f38TpyM+cNvUE6oaUz91nT4VK1RsOLIiCrW5uEllf7D6hK2pSgWs5IkBs6w3exMrXkZ2gg5f/8cvxoj96EZ7zB8/B/b93P+56912447fvwH3/4z7p/WVUD9gUIOz1eg1B3zu713qMCRe3Lzodt95Yz6wAcQlMFwSIiwKE/f5Wp5UiqnSv7fL68pjZxlD1u3sJQQdiAkSHI1H3ORXgVCHadI15XtLyWNet3IyuM1rnmCxa0woQ/fnPmgFiCiuWEQRBklx2WE/byGiOXseRVHHr2y38yQOP4+usgY/2zhSWzjMJCOtkgVUtJdbOqnNCfzvtL2wkfsOhQM2RynEy3HvkMTfdp1IWWAqLSA4+fqb9U6/qHXmveaXWFGN0ZNdsihQT1rPSeRd5qdF9Sigl1/X7CLp2Z8oFUa+wNTtQIys1Jthqcq0sFliSAsRlzeOSAbKVUIlYrM+C3khlwt0RAfLlM+v48IMX8ERkcVYp+oL89TyPWXknz6NwgakUMW/Ic+l0AjEGRJZlCUG3HS9fJ7bGmRzdYSgVC/lDHQSB8oNeqVSwuLiY+JdjdBBdX112M5P6o1ryB0YqUPjRF57ozjKIQJNTwfcmupMZAO65Jvbo7qZTX76pDxquPpgmCAVIcbLJq24VFj/7p1/A6//rP4jMnUEFiosQ9D5lgMShgZNtO0egDq0giDc4WSEssPocgA4Apehas21EsoAWcpUJnjcpBL2bDBDK6/mxF1yPJx9d6ev7ktHPDBCyWhj7EHTArAABgIf/zvz4MBQVw1CA+CVgHBQ7172g++fWLoXZHq7YOG0mQGAePyrCUDE9S/HIyQKLHaMq6PO5tmGxiOGFBdv7pLpFt0WDO4/tSnx/8sJWbBchKUBmNIHMZH91/b4F0XShW8fReeUKa935bYqOZzcLrHai8Bl/7Xs+Hll7BI9tPIaztbO4XL+MWquGVtBKFcut+RFygLYtA4TlYphUDE4EyExvBIgr1hprTiQFEKsjNh3yfOjcOWWAsN/vEprOX9NG3rSDdoKMMlmT6R7v1a7lyIpZsfbUqKmPiucPKUK0qehYLRbg+561MYLu9avROseFAKG/r9HWW2tlUQ4A2RQj8tyQNY/JVsgVFoJdDiRX+77tjz+XeIzmuMMr4Rg+dilNEnIFSMH3ROOiav6kvDaaD02NjZ1OkjhyCkGXjtnOYHuWSQHSsRTC+b3UoABp90D+E/7lS28SX7/p9x7AZx4La0jHJPsrQG+BFTeLRgRIRDCqsrIIIi+wVHRWgFDm5r7FavS9fvyDIEiQVDZLq14VIHImDGE7AwEi8sx6JEB2zZWFpTrHoeWZxDqJVHbU8EGg62quUogVIAqyif89RCrb1ijy3Gi6LlMWWH20rM4RY6A7qd27d6NQKKTUHmfPnk2pQnKMH3q1wDrH8j8G1d1N1iU2SagNwsd+got4hNfdfRQ//JxrAYTdGS4LR45T0WJtWEVpWgT0EvQ0LQqQhQpJnLMVz//7x04mvq8OiAgiIrNfFlhEEkwLAVIpxl093RLHw1CA9DMEnRbQpUlWgDALLFM4nQoPRZ1/RMYPEv3MAKHN5kRkgNgUII9+1Py4yaalX4qKfoWgB4FeAdIvu65eYRsPIwLgSgZ199rjRgJky1EBQrkWVgUID961FGyA5FyqJEC4AsQy725lsI1o99jB/JTjSbL2ofObomNyv0SAzAriNXnfp3XK0kxJFIm0XejR3z7D1Km6talsgWVbD5kssMqajJ96u56Y623Fdrm4nkkBYii0D8MCyxXrjfXMIehrDTuZmcUCix/jRIBksMACkrkfVgWI4vrvtXBeNOwxj6/OisIbZYV89exGak1CcwOtNen61CmliAyg/bJp/U4d/SsO1lqpEHRLoU5uvDGtQ2UCw6Uznc+/trmWXq7b+bNc9BOWpHy9vjcqVBPZ9diltAJko55s/qJGQFWxsyURwqZ7WFqV4xCCLh2TSQFieH35b7FlD7oqQFoiv677Pccb7rtKkIwf+tp5/Ju//DKAWIHFoVOA8BwXIHY6OW9opKLXqJYLQmWwbqmx0f2PFCAb9XSAN0EmDrOHoPdHAcKvRdtapiMUPdZfbcXTrl5N/eyQRDofjULuT15IXpc0f9ossPjfs3chHhNTrS1NFmewwMoJkIFgoBWLcrmMO++8E+99b9Ln8r3vfS/uvffeQf7qHH0Asdqy768rLkQEyOqA7K8AFhTXoyWPyE6Y8AI6EC6wv59ZsWxlKJa97wtn8OmoE2IYIehAfxQg9SlTgLznc6fxuVPuqqYZyfJq0AqQeis7sabCOuuCmhZQ0cbUZWfCRUUQbb9g2mR1i2kgj6mLp97qWDt5ZJBFxa4BZLbIiDfcvY8fbZRMBZmxwcL+3p7f0hT1vAJQ6NPc0y8FiO69AkBx8J8xJ5RmgLkeirKXHnY/du0Jo2XWho0AaSYtsLJ06rkU3XgxSkWAcPuCLCHoNgusoMdO9KccSxIgn370sjg3ByQLrHidLYeGUqBrQdh36gJ66xkUIHTelx3HzBSCriNAwt8fv9fM+REW9QBXgPRqgbVYHo4bwlp9zUmlAXRHgLgQGlwB4pQZksECC0gqRrpTgIT/99J9fu81ySLdC27eh1sOLeLHXnCD+NnVe+bge+E6Us4UoLmBGiJmKxSYrr72qPOeivQmCx2ag5ZYQd9GahJse7gsnc2yWsBFjcfna9vc3enRRglIZkn87MtvwZ/98H1413c9FYeivAGjAoSav6K9T1nsg1Wh9xIhbKh3yOdYF6yeeE6G4qx8rNkCSyJAbIHclmYC+bFexbDLCpcLUllw6BRWsltGTIDo13BEgMyWCuJ6pKY3Hei6pvfW7gTO12RWC6x+ZYDw8XMNQe9Ho/TTrt6V+tlBaT1DKh/Zmo6cLeaZBZZqriTSr1TwEnOAaV7Nkocjz1025XCO7jDwne9b3vIW/MZv/AZ+67d+C1/84hfx5je/GSdPnsT3fu/3DvpX5+gR+5fCyfzLp9e76hgmFnzPAALQCbN9sgSpT0ERj6NS9EVnbxY1AfezH7SdC4GK9XkGSEyAAMBL//2HnJ8nF18HpQDh708uhnSD2AJrOGTbMHA0Wlx98YkMNi8MA7XAivIe+qkAoWtvkq0DZ8tFMXe8+2OPOD8vCAKxeVkegGJHxoymE7sbTJQCpJKWtafQ1pyTINATEP0MFDcSIBmyZUwd2OOiAAGApSPdPzcLIbR2ykKAuFlgUbHB1o3ICzy2ebLdCRLrFlWRLpERYlnjZLHA6rUTfa9U6PnIQxcAhEWcGcmyljyz5aILfT9TLrJ8ME0GCFtjU9FRV+RSFfxMyjyuAJELgBVf//ngagdb4b8XBQhXHchwIUA8z8NVS1dZj+sV6831zBZYLgQInYusBIXtHANJAsSFvOHH20LQTRkgvdi1/MfXPjmRi/ny2w/hT3/ofrzkttjqsVoqsLXkeuL5VIAjAiT2tDeHoK9E+wRToY7moLlyUWv9Q8hKgKQssDIpQBzUeB0+F7vZLXU7fwJJG6xbDi3h5oNLeOb1sV3d4ajz/NSlWkrRIJq/hAJEbyFI9xXKFjERwiqVhWlcgiC+hxEJY7pHZlH9yK4OLvdT8bXDfN+LAgRQ77F2zaXX8VWNupHGkJpFd0d5EFuNtsjtkEFr95lyQVyP1PSmAxFeu+cr4t6pU3GlVVZm0klek7ioXpMZM+rPSpIAsa1lwv/7Ycd791VpBcg9EuFMyp9HJAIkDkFnFlj19D1lm1kQlgqxxb/JLSeVAZIlBD1XgAwEA69YvOpVr8I73vEO/OzP/ixuv/12fOADH8Cf//mf49ixY4P+1Tl6xO1HVrB7vowrtSY+/OCFzM8nFpx8RweBWc3GLCvkBcCkw/M8UazO0olON+K3veRGcXMeNOKFX/djOC0ZIAtdKiFWJZJxUAqQctEXRfSsNl0qyBLiaQB5q3/ikUtdPX/SQtBpsTbpc+dVu8Nw0t/60MPOz9mot8TmdBCKHRm00epWXcRB4zYRGSAAcPx+8+Pbl9U/v2wgtAzd4ZlhDEG3BwULmMiSfr7fXnHw9uH8nvUnjBZY6x0bARJ+zqnYYSIWeDEIsHcdy0UOlW1HtyHoNkvQfvhm/0hklcrxluddl/qZzgKr1owLBnOUE6JZF4isqFJBzDn6DJAkARIE5k7jRAaIVAAqFfT30YTawJYBkjEEfZuRfKZjXSywAOBZR57ldFwv6MYCa72xbjmyBwssF0KDHePy3vk4mogpQEOAUOG8h9vmylwZr7v7qPieFAMy7roqXEu+9wtJG/F4vxOuueYt1rlEHlCjlKlQV2P2WnTdbzU117RcqLPMWTKpYSrsyYSHUwg6e/2GJeeuVwtBILl2ojBkjgNLVRR8D412J6XikdXvZYMTgmyBZap30GO8scU1b4DWl1nsebJkgNj2HcMKQSeQapFDRYrosvfiDJBwDOdYsPn5dfVcV2vESkjaM5CKXAeyeJ+rFK0qfvkc2xUgstrAfp0lCRD163MiZdBqVo4VKQfkV159O15+e9KylYhlboHVanfE3zJXKYqahMkCqxIRY8Itp6aff+kzS2saVbYIIc8AGQ6GUrH4/u//fjz88MOo1+v4xCc+gWc84xnD+LU5ekTB9/DcG8Oslo8+lJ0AIQus3QuDV4Do2HZXiM3ZhBfxOK7fF94EPvnIZefnEAEiF9QHCWGB1YOtyzQqQADzIpBDLr4Okgii99jrNQfEi4BuiZ9xxJ2RtcjHuyRABqsA6b8FlrAPnPC589de92QAYXaV63VHZFWl6IsusUFiJepOu7jZOwFCC/KJUe48+TvMj29p1ih//1/0z+mnoqJQ1L9efT2s4rrAaIE1uGaSzLjaUpCd6ZOCdO2UhQBxywBZYiHoOjWBvPG0dR3LBRFVQZ+/pq0AxIsV1hB0EQRrPMyIH3nOtfjSz70w8bNXPTWt7HGxwJqtWBQg0d9WKcTq5LamO1V0PLMOa5Pti8kCq2LI+OHFdltxXiZIsmSGmAgQFwUIAHzHTZb5rw8YtAWWEwGSgZTi76Ob420klsoCq90HBQiQ/GzLHvWEl9wWFu7+4nOnE3OWbIE1Z/CrB2LygPYJpgyBOF+kIK57XcFdXkfa5rdsFljZFSB8/rV1svcjd4AXf+W9GxDai1Juw6OabnOXDBCa06jQamo+OxMFOx9YropmNdO9hP++pZnwvZhIjVQGSAYCxDWYHjArQOh1eiVAVDUHlZXtTFRX0GWA0LXseR52RdfYJQ2pQWTiDLPAsipAWDi3rYktswWWvOZxUYAkQtbtFliueWa9zqmEN9x3FQ4tz+B9b3kGXn77oZS11sGIcD7DQtC5VbwtBF3OYFqMrhsdscxD7mk+uGSwPUsp5XICZCCYkJ1vjlHhmj1hV6zKw9IGssDaPcAMkFnLAs0VQp4/4QoCjqef2A0A+Dtma2XDhU3ysx9eoYUW8b3I/KZFASIvok2dWhzyUnGQXd02uX0WTKMFFnWfnLy4lTlQGxisAkR0CvaBvALCxTNtxic9x4WKEO1OoN28yIjHajiEMW3OLm9lD2uX0epTF93QcNu3mh/XESBf+lP9c/qtqCjPax4IjEX8BCaFALnqGYCueFtZBJ78nf35PRtnjRZYa1YFSHifIou6INAXD1IFG6sCJHkPVIagt3hxPjBet9yuwtYQ0g/fbN/3UsStaj7QWc3GBEgxVoBo7i0NprIuCgWIpns0Og9lZi+xZVhvmELQnQkQmwJEIgZs6oFEBkiPIegAsDqzil9/7q87HdstMilAor9/re5ugZU11HwQIegJCyxLBohaARL+3+t9kxe1VjVq+7sjBcj5jUZC9SkX4FwVILROCQI9UUlF3plSwWoxnbJqscxZWYqzcmHWlAmheo7VbqkPRVcX14LDIgg9WUPZEAqQ8L5kygCh+9DuqDHRpAB+4kpEgCzOODlk8HvevIMCJJUXYswAyWaBxR83Hdov+1bV36lay1szQJiDwRKpOjRjtM2aBmIFiFsGyFy5KAgQ3blMX2Pm60Z+3MUeOWnrqX59fr1a83j6oGbl+JanHMHf/Ytn48RetXUukY58vqSvi76HcsEXc+q6UgGSJKBjBYhmzNnnhnJcLhlILxoDnrmao//ICZAcRhwSHpZbliPTOD+EEHS6wZu6+lxQn0IFyL0nQt/Djz9y0fk5Irh+SPZXAA9B776gXhc3pMkeP9kKytQlwMFDsvYopNj9BMmGdVYXWTCNFliknmq0Ol3lpFDxfRAWdBRseakPCgIglmYD6g64SUKp4IsiKZH3NlyukVpnOAQebZhanUC5MM8CKhZMRAYI4ZZX6h+7fFL9c5P9lEu2SBaYXs9QxE/AVIA0FHOHjpll4M7vUj/2nJ8EVk/05/dsXQTq+nO33jHPk7RZXWQku25DKRdzbBt3mUhWFelSNjGOti9yCLAM4Zvdp6KBCXEhTbLA4goQygDREBW0visXfRSjIo6uqEnnrFjwWLaISQGSfi7BZIFFxf5O0LGqAbJaYPFifK8h6IR7D96Lpx96uvPxWbHedCdA6G8auQVW1gwQHoJuyQBRh6D3p1v56j1z4msdiVktFUTTAxW2gaRKA4jX5HoCJHzP89WiuN+va5qr6JoOFSDmAnqWPIjw+AwKkFRh1oEA6STJZhNiK7MeCBAH14IjIghdrQCZz6AAob2dqUHniSvheufActXJIYPnn86U7Htxei9EeG8bjpXPj00h1Ha1wBLqx96uQdXQqxQgVVJA1tUECG/gi4PNNQoQdn2JDBDDeHY6gVAncAss2eqR0G0IOn1WXNQGdfaauiaGtkGVKaPTRwssF9B4bTba4n1ymzHP88R1qVSASK4HpC7WEZPcspA+X6ZrmMaW5vVcATIYTHa1MMfAQVKxU5ezK0BoMlieGVxxiCZtm0ewDbw7bVpA6p0za3WrBBEIfRhpUh6qBVYfQ9CnTQHi2olOn9/n3rgXv/Kq2/v9thKYFQqQPhAgQgY+PQoQHqh90bGQTviV9311oKHaVEDvR4YEAGxEG6tywZ+KuZPUiuc33IpAwwxAB6KiRFT0uNwjiUXFgmJhggiQ2XTAocCH/0P6Z502sHlO/5zbX9v7e+Ko6BQgMBbxE5gUBQgAPPttwI3fGH/vl4Bn/DPgqW8Eqov9+R2dJrBxRvvw5bZ5rULFnPlqURQ8dIWrVMeqhYRwssCSO2YdbV9sBbygj7YR3//MawCE2W8q6JTWmyzQ1VZsU4Wg6xQ2RASVC37ccGEo4iVC0KXz66IAyRq27fIcrgDphwUWEBbKf/VZv4o33PIG5+dkxYVtN7vjLBZYdKyTooMRFIOwwEpkgFjGUKUAEcqBHpc7z79pH972khvxR993r/E46hg+zexayFKlWpQtsMz2c0XfE81GuiB0mp9mSgVnVVf8XPM+M0sIukyOuljz8Ne3WWb1o4h+fHXOesxhQYAkayhEQGXJAKH16Xazo93TE1G2f6nq5JDB1US0fzbVUugc054ti11WljwKYwh6n9TLb33RjQn1BpAMticcjupgD51PruFiC6z4NZZFk5kmA6SZVoBcqTW1zQBhc2/4dWiBFf7NjbbOli6booM+W7Svt9VhgiBIXPe610+Qkc52dMPZi/DsF6pj0BxHc95CpMxS1TnqEgFNFmhaCyymGBGfD0NzK103c0IB0rvbRo40Jr9ikWOgoHC2s+v1zCyk7I84CMww+X4vti7T4mPPsTJbEpO5i4XZ2nZLbLpVXRCDgghB74HAikOpJnv8ZiU7Cls4GoFumK972jHcG1mfDQrzFXNXWBaQZHR+ihQgALAaWchd2HQrpAOh+uqX3/cV8f3yTP+vQSKjXT9XNnBv2mkAWQy4EyCRAmQAY6WD8A3ucQzjTeQEzZlzhrnt7OfTNlOb5wFFEUvg7u/pz/siVAxFfwerGACTRYDMLAPf+tvAD34C+Pb/DfzoV4Bn/0TYWllU+9p3BcO5W7MRIM24WGhTm2b1LE9bYOm7d+P3o79vJhQglvU2Xb/9uHzf8rzr8Kc/dB++6+lXKR/XFdJqqgwQrQIkalIpsQwQLQFC5Kwv1vi615VfRz7fZV//+aCCeVZlAmAvntfZdayzy/LgwfeyDWC5UMab7nwTPvraj+L5x56Psl+GBw+37b4N1yxdk+m1VLhQcyNASB3RdwUIIzGyWmD1OwRdpRAJ+hCeDYRk1hvvv1pkxulAnvGnuQKkERetAQcLLJb3RYVrHQFC1zQnNW0WWFS4tBVP5eKsWQGSzY4QkOcBW95E+L/fQ9H133zLbXjujXvxP7/3Hu0xZIH1KFOABEGgyADRd3vT37UyVxbnWmebdFpYYFWd8hq5msjFjYHOK71v05jLe3rXexpgVoC0pM9dt7jp4CIe+Mnni1Bs3WveengZAPDZx64knEZo/8ob+JYtFlji+mLF8CDQ2yfRNe174XPiHEdHBYgl1JzGz2U8gfR1qHv9bBZYvdt5ZkGlWBCEI12H9D+tY+LGi3ZqnSJnzhKJpgtB5ySjS/C9bIGVK0AGgwna+eYYBXbPl1Ep+giCWFrpilgeOLjipu97YoOkW6S5YBpD0D3Pw5Hoxv6og4UZBXHNV4pDVVL0xQJrShQg8mLc1apIfH6HEGhMC4N+KECGoRIbBUhBZQu345AXzINQVNDia7PR7suiakMQINNBYO1ZCIsN59bHUwECxNZoruowHWgjO1EWWAfv0D8WdIALDyZ/tnFaf/yB2wGDPU5X0GaAoD8WWP0Mbe8XPA/YfQK45tnA7K7456XBv9d6UMRW23zP54V30WzhbIFlniNTBIhiny8XJHTdtZ1OAL7PdreN6P36LRZ83HJoSVtQ0nnJ8xB0a7c4U3XYFCC8Y11YfmjOh1wokwufZUPODxXMsyoHAAcChF3HOqulgt/9enWuNId/+8x/i4++9qP44Ks/iHe/5N148dUv7vr1CK4ECJ0PVwVIEARO5zmzBRY7JqtlVjcWWPQxHFaxTihAGAGyLtknzRmy3YIgiDMTClwBoinQsmYymwUWzaPUNW/bg5OKg6YZ0xpUnhtcQtD5tW+dPzu9E1nHVufwG9/5VDzl+C7tMfsjAuvsWjwfbDXaYq6n8TApQKiDvlTw4iammvpaihUgM6I2YlaAxN3p1ZJdASIXzM0h6HaFJEciA8SgAKGX6cfa1fc93HuNQVmMMNex6Hu4sNlIuKGQVS63DI+bzMzX10w5JDMWomtXt54nG+W5cmjNlDkDxKK+yJo3IV+zutfPYoEl7DyHuBdZkELOt5gFFhCveYB4zAiC0Ci6KkCY7ZlQgNgJEMpbtVnH5egO01PtzTEQeJ4nVCCnMgShdzrpDodBoR9B6GJzNkUECBDLbx+9aCdA4syW4XUzA7AWJVwghwJOMv70h+5jMkm3IqfwcR3C53eubO42ywJBgAyxgDwMkILqQgYLrH7ZUpmwUC2KzaduA5UFcZDjdBAgsQLE7dxQIWKQKkcZRGKZQvRcQN3qExOCDgDXPMf8eO1i8vt1vXUSFg/2/n5kmDJA6vZOaQBmBUi/Q9sHiSGQNZuoot0JtEoCIL5PJRQgzhZYNgWInAGSfl25YKDzTJeLQ7ZNLx0+jOs37gRXZ4DMlIssq0NnzRGvUWIFiNk+o1z0rQUfuVCWUoAYrhkqtnejALEFaHMCRKc0KPm93zdKhRKWKksAgDv2GghiR5yvnXc6jsgDFwIECM+XC0HRiwIkq2WWbQzVBMhw7VpUChA5QHvOoADhpEDJZ+G+OgUID0Gn5kJNkZt+394om8K2J2hK1i6mOU4mPGxd5EDSJstWbO+XlZkNtBfgzVAbUlc/wDNAZFVhICyQSr7PLJbU1wa99tJMKVaAGNRzSQss9wwQWvO6kCWETBkghuFr9Xnt+i9edAPuumoXfvKlNykfr5YKwlL8a2fDRpaNekucayIpAVg7/LeYAgTgxXP1tbMplAnh8SVLQ0DadsyNdHJVG7hmjGRRYwVDzgABYvKYiOBNyQKL11Jk5ZIcgr4gFCAWC6xiQSiETBZYTZbZRN+bFFE5usPkVwtzDBwUhP5YhhyQzUZL3LQXB+zvP0MBVb1YYDWnQ0Egg6SdJy/YCZDHo/HdvzjcLtM8AySJWw4t4RufFBbnsmaADIUAqZgLHVkQK0AmqLDnANr0/Pr7H8QffeIxp+dccQy87wW+74luPV2HUhbQ4nxaCBDayDzueK8Tm5Py8OadFcWGuhvEthgTRID4PnDDS/WPb0ndy4bsCMzv68974hh4BsgYKkB0GMJ73UL4O3RWg+vbTVyIrpPDu2bYWsPNAstErADpphtVka4hBwVrCkayx/04BYfGa+z47221O7FXdbkQW0ZoiqC8SUMoQBTnq8MIraLvGTujgfQYdZMBklU5oPpeBg9YV2VJAEDB6+9945bdt/T8mq4ECJE6LhZYQEg8OCltMmaAJAgQByIriwJENW7DLtbtWww/v2fXGQFST7orzIsQ9PTfw+eVUAFitsDaZgSIuO411zQVgPdG6yYdUUIg2x6XYmsqBN2hANjKogDpk5WZDatMsUtFzHXWOERKIt08x/+OYsGzFti5hZlLbYSPNxV0TXbUTaEAsWeApP4Wgx1TEAQJ0soYgt5nEnJ5tow/+J578N33qS0ggXhPR0QFEZILlWJCAb9kyXjYZgoQwF4835RU9uVova5XgMgWVW6KjnlhgWW7ht3GlI+lax5PP9SsrhBEcHR+ae6kRo6C74nPl0wqyZbrtgymrBZYYkzY5ypXgfQfOQGSwwpSgLgWhYD4Bl8qeAO3lbL5lLqAy/OnRt8HDwAA3K5JREFUCSf2hgWZL522b1Ievxze0Gm8h4W4K7P78ZsmBQgAHFiKSEdH1VVjiATQbMW8KXJFvdUWBSRV8Nwkg8IKHzq/iX/6h592mpu4AoSu20FAeNT2gQCZNgus46shYfzIhU3LkSG2mDx9WMiqUtGBigUTlQECACvH9Y9tSQoQEwGysL8vbycBowKkHxkgE0QUD4EAaRbC6/Urp9Xk0kPnwut493wFi9WSVW1K91HqzrQV0WpSN2dHYduRssDSFBhShQurh/3wigbCAovd87fYei3MCyiKn6uKV0kFSDjnqAimZqJgyxUg6vMhn3P5fJtUFkIBkrEwD9gtsKjQbiqyZwlAd8FMcQaHFw739BquIejtThtBEGDNcV5rdVqZlTZZiSknAiR6zSAI7BkgKgXIkIt1S4oO8Q2p8YTWHypb2oQCpOALv3oiUWRwuxabuwLt83tRgAQaqyOZENapxXTPsc2fwwpepoaVThDb3MbuGPHcFCtA9NknpUKsANFlTFABu1rymS2h3QKrwjJAdPcoIK6VcMsk3RjSnr5sUfEBacWHqflg2CosIE1UnFkL6yX7lpLrnBVLBgi3jQTi61vnABArE8LfLzJANJ9vmfCQr6PU8ZTp4qgASZFaThZYtgyQ8P9RECDCAqtBc2pcQxGB8xYFiC2Dia6nSqlgHW+Az5Pxe+klIzeHGhO2880xCnRjgUULo4VqaeBeqTp/4iyoT0mItoxbD4XS+M89fkW7SAGAT568hH/9F18CABwcOgHSBwssCqWaAgUIAFyzZw4A8KmTl52yGoapAJkX11tvBAgtADxv8DZ5w8ZBaVGs81vm4B0hv/uGu/v+ngi0AOs1QwKYPgXI8d3hdfewg2IOSHdnDQOkUjm7tm050gzeZT1RmDGExtYuJb/fvqI/dtbs+9wVygYCpB8ZIIZu9rHDEDJAglJ4vX75jLrB46Hz4Tm/OrqfVixqAvo5Xc822xUqTtD9S2W7Infz6Tpm5S5JG/kSDLFosItlR9H7J/Kn4HsoF3yxWQ8CdQGN55SZMkD4OS8XfLGm0a2D5EKZXGwxKUBEBkjGcG7AToAA9iJ7vxUgAHB04WjfX1OFVqeFWqtmJRH48S6WVvw8u5zjrBZYgpiy2F8BagXIMK3nADDFRvx3xvtrUoDoC3B8XiklMkAsIeglewi6bIFl24M3mWIMCOcKnVWVPPfaiqjyc6y5A8ICa7DjyEmni5FSUWUdq9sH8/Er+B6z0LEoQEqMlHYNQSeFpEkBQhZYbM9mu5/GVj721yXoMkB4VlZxiM07cs4DKUBkxwzKeLioUaXW2PlWva6MDZFNkbRm0t0P5fOoI0oI8hjZ6jCuFlgJMtJCwhAZOcxeLJpXdSHoQEzcpRQgRGhEYyHmX811xgmTmbKf+JkKNCfOloug5V293bvjRo4kpqvam2MgIAusU5kUIIMPQCfMWsIXXVCfUgXIdfvnUSp4uLzVNKoJ3vR7D4ivDywP2QIruom0OoFT0J0K5E09TCuaQeKaSAFw8uIWXvnrH7YeLz6/QyBAZi1yT1dQJ83STGngm5Bh4xV3HsbNBxfF9+sOapkrtfCY19x1VAQnDgK0QO+H5ZYI6KtMx3V3bFdYKL1SazplbIjurCH+/WSJcWa9NwKENijFSbLAApJB2zJkCywT6WBSa3SLfmSAmI4rz2Z7P6NEcfCNFIVqeJ/8ikbhSgqQa2QCRENCUPcsXc+27kkqNtE6V6loaHcSx+g2vqkMEEshQli4DOHeuThTFOpaCvMV9n+lAjzPSzSfqKx4BAFSKog5R3W+eBGzWPCs3cPyEGXJAKFieNasCcCtON8O2kYFSC8h6DocWzzW99dUoRW0nPM/6HinDBBGRrkQU52gI85xFgssFwJENXadISqvAN55rleA0JpcRUC0WLe853nM+95SrCsX4hB0zXy50SUBwgOGXQu5tr2hbKFkO57mjUFbYAHAaqQIp0xAUt/Ms/qIKGzLBezo/Hhe2KwiFEG19PgFQZAosLvko4rji76Yw002SGRjxms7OsKkIRoKSFFpV3UQdBZYnBgZxtgRFiXruNOkAJEIkN3SWMvYFgqQYuJ1VeMJxKpLutZtmVipDBBHQsM1AyT9+ppxYocFgVnR0xmBBRZ9fmMFSDgunJTUkU3bEoklq0lkbLNrjIhOk3WcaGgt+DEJ00ODcA41pqvam2MgIAWIqx0PEN8kBp3/AcT2A71YYNENfNpC0CvFAq7bFxZlPv+4vhuW25sdXBqyAoSpbrr1OaSbV3VKCBDKbgGAzzxmVu8EQZC4YQ4a832ywCILpmmzvwLCee9/ff+94nvdwoiDQskHHQgvLLD6EIK+LoVxTjpmygXR0fWBr56zHi/7xg4D+xbC93dmzaAUcAAVGidOAWJSbsgWWEYyYQA2c/3IANk2FBUri/rHxg3FwatVSjPh2uaxy2rFFhXraU1jU5vSOpDsJprtwHjv3RIESDj/qYo4VJRbsHhsu3ZWEuh3DaNm4HmeKPRQ4UdYeUTrAd/3hE/6E1fSewX6u8tMAaL6G/kakGeAaBUg0vjIY2siQDIpQNpdKkAMx/UjBF3G0cXhKUAyESCuGSCMaHIhpvhxmQgQS/4HoFOADEc5QFg0KECogE7rftW8RtcY3edtGSCJEHShANFkgJAFVjQ32AmQ8NxxxazuupYJYVuoufy4q4XgMAhkOQj9i0+E6xLKBwH05PwTkdJg70IFnueJeoeqgNpsx+qIaqmQMQQ9mwJkhpNYmnsVzfm0PzDd0+Tx0ylA+D22MMTmncUZtQXW/qXkOmc3IwPlPXIQBIJMpHG0WSIJZUI5ea27ZoDYmjgakurVSoA4WmzJlnVm+7MRZoBQCLoiz1F3rnmoOcAzQCwECM/ZMVjH0e8rMQVsLw4pOdSYrmpvjoHg6j1xN/o1P/7nToHaa0NUgFA3mW2BZALdwKchRFsG2WB99pSeAHnK8dhWhBQ/wwIv2nfrc0jk12xpOsavVPATWSz/7cMPOy14hhqC3iMBEgegT0fxXEZIPoZzp25hxHGlNhxCaNkS0pcFsQXWdFx3AHDXVaHC4O1//iVjECMQqw7nhki8UrHhzJVeFSATmgEyY1CA1GQCxKQAGQQB0g8FiKGoWJ0gAqQ0+HVEEJFYunVD7IceXp9xCLrNAiu+nk2di1sWBQgvDMWhsd1ZOckYthUPESBU+KFQZup4BSBUj6q1ZoOpVKkYq1SAdGjzH3asCx9uzfqnHyHoWQvzAJysn9pBe+gWWIfmD/X9NVVod9rOAehAeP4yZ4BkJUAcxpEIKZfXVhEgcfaO01vrGTS3bDbaaLU7ePt7voivnQ3vawtRYZnmtYaCXKVGB+ocjy2wbBkgftxcqCi2B0GAjYasAHHLAJkpF8T50+9rZAWIG6Ghe37q+CEWXYkAubAZBqH/z088BgB4yW0HxDE6ux1y3qD94IzBloyP00ypIMZPp+AB4nvejFSc1YHbLdN+U3euhb2SUIDoX1ceP919l/98mM07QqkhhaDLFlhz5YJQS57fSDYpNduBeP80joJY0VyPW5LKXpdLEf+OWDEE2C2wZIWqLQQ9ZbHlSGAaCRBSYw1xPIk8pvEUdsZluwKkLmXO2jJA6DqolvxETq3uOhMESNETNclcAdJ/TNjON8cosGehIjY57U6A3/uHk9bnyB6lg0SxoA9UdMUwMxSGjZspB+SUvrDiIbzx3HvNqlCMDAvFQrwh7pblpoXfMDuxB43ffsNd4uuf/r9fwLv+7mHlcXzBUhkGAVI2+126QihAZico2Dcj4i4TBwJkaziE0PJM/0LQR5GBMWj87MtvBhB2OpuC6oBYATLMv5/s0dbrrZ5ISLpflqbJAuvxB5LfD9sCK8qkUKLplitjJEAqS9nezyjhFwFvsPcjygDRFcdFY0u06YwzQGwWWPH1bGqsoeOpa9C06Y8tsFxD0N0ssIbVNSkTIKRA4xYgtx2Omm0eUxAgbI3tkgFC/u42BYgcgp5SgPj69QUV27NaM3WCjrI4nn5vnaFbYC0NaY5oB23nAHQgJEyyZq24HA8wK7MMoelOFliKY4T13NAssOL14GOXavhP739IfC8rQFTzoGx1aVOAbLMO9apBEbDVaIscor2RKrXWbBubRuLOZs/a2Zy1kz1FmFjqAcPMHaAMpYubDTyxto1Tl2soFTy84Ob94hid+oKyVw+thK4AVQMpRYVZ3wvPMRXNtwzrRE54iRB0A2FC57nM7Al1c3NMgMSh9zrIlmXyvC6OY+M6TMWAyOqQQ9AlAsTzPFEvkwkQTloRORVbYJkJyZmSbIGly86RVKwZLbA6gdk+jhfzTe9DrseZCMx4LWN8q30FkbZEZMV2zvHar2TJABEWWIykVs1/CZUVa7LWNe7QOS0XfGtuXY7uMX3V3hwDAZezlSw2O7/w51/E2/74cwCSi7dBoWiQ07uCJpdhFJCHDRGEblCA0IT++nuPD+MtpWArTNhAXRIUMDUNuGbPfCJoTmfJwxefw7DAcpFVu4CKy4tTFoDOMS8Framw3WzjOf/2b/FXXzoLAFiZGywhtDIXvqfLfQhBFzYoU2I9B4QWYaSSObdhtpkaRQbIfKUoFCdn17u3waL75TC7rvoCowXWeeDUJ+PvjRZYgyBADNk9LcexMllgTZICJGtxotRFvkk5IkAslla0vhAWWFrFSNIOAjAX0kRHc7QRlje/vDgQK0A0IegZLCOA4RMg+6PsoX/1Z1/Exc2GsgBEa83PP57+DNO5LRd8QW6ompao2EAFW5vnufwa8hrSyQIrg3JA/tqETtAxKkCKfv/XPguDmNcUaHaaWG+6K0BcLbC6UYDQeDhZYLV7tcAK/x+WBVa5GBfB/uiTjyUeo6IlV7bJtipbLBQbABaoKaduDl2eKReMloG0pvU9YNd8eI0FQbyXVIHmw5LvG0kbID2n2xRxqdB0S8GwPUQii9aTa7UmnogUHfuXqqKACujtGVMKEAMBwu3LPM+LM1wM1mSq4qxRAcLseah5Rq8AiSywqmSBpR/DlAXW2ClAkkqN08ICK73mIwLk3HpyPqLx4daONgssUZuKrvGSRXVDio+4KcN8HcgkFf+ZCsLGLvps6S2w3Bs6hqnGIpDN+MmLYWPSlmIvp88ASZJA/NypGkP5NVYqeILo0c2V/BqrWBpAcnSP6akW5hgoXn/vVeJrW9HlP38g7lBZHXAxD4gLOL0pQCJ/4ikkQMiG58JmQyuzpAm9MiILqYqD9NaEmiBApquYzglE3WKvwbqqhrEpo4WVi62TCdS9PgyV2KiwIMLR9Bv5r5xZx4NRWG+l6OPpJ3YP9D3RgrsfChBawI1q3hgURAeX5V63NYIMEAAsCLP7MaT75cRlgMzvAxYO6B//8nvir00EyCAssEzB3y3HDDWjAmSCCBAAcOiSF7j1ldlf30KAcNslANZuujgDJJ7PTN2Q9HtnRDFAbcdU9D3MWOy35AKebcM7bCueAywb7q+/dJYRILHFFJEhlxTkelYFCBVIrRkgFgssEwFCBfms1kzOBAjMCpCi1//7xmJ5OHNEVgVIK2g5nTeu4hiEBVavCpBhX3dA3H3+7//6a4mf09q5UgjnqyBIX1OyG4Mc/svR6QTi2l2dqxgb03gQO7ceNhXb6dosFe3ZPnFgevjatv19UyaQLYVfMY5DGMhFVuQmQuOAlLWpU188JhQgZIGlV2nEhdkom0CEoOuvOyrKV5jix0kBUvS1HfIEup9Sgdh0L03nZ5mP87zhkZBAUgHSandwbj2tgCToFCA0DjPsehGva1Fk0efDprqRrxsbcSgrQEyvzR+jJhFdTlqKADGGoIf/j4IAefTiVmjnp9jLlTTnmsaRjq2wNY2qLhJnhvjwPE9cn1o1MK0bC/Z5Mkf3mL5qb46B4PufdQ3ujrzRaeOjgjwR7lkYQhBm1E3WSwZIvZXcKE8TZstF0YHCw845hFf2iP5+m6+lCa12RyzApiUDhMAXJTqv/mEGoPP31GsGyGZjNMXjYWLeEo4GJDeMv/LqOxJjPgjEIeh9IEBYZ8s0YQ91cBkUII1WPO/MDfkzPCM2tt2rsFqCAJmwe57nAde9UP/4B34p/tpkgTWIEHRT8HfTMbNlWhQgWfH0N2V+ikcZIFYFiJwBYrbA4vckUwGBHqOChq7rsVTwY391rQVWto5nWmoPS8H1sicdFF9f3mooLbBM9jpcZR1ngKTHrSkpQGyhryoLLL4PccoAyRCeDbjlfwBAp9MxFv0nWQHS6rQyZYC0Oi2n89wKWkJ54WyB1c4egu5CxqgUIPTZGqZyUmdhJIqibN8mz4XrIo+zlPhfdY1eqTXFHLZrriwaW1S5RUSgzFeK8P04nFuVTUGI8318ayGXfk5zsTXTI4PlDhCr9YahAKGGldNr2/ilv/gyAOCgpBwQRVHp3kT1FjredJ5r0np8VtgVmxQgcTe7KLY6kP48oFl3r6LXIdKtnyHow7KgI/AMkPMbDXSCcA7gGViEPQvhHitNgMTqKoLI5LEpQKI1jC13pSldN9ZQ8+h1quWCkxV5fF3Gf4M8/kEQpMbTRH4N046OcDiylFuvt/C5U2tinlQpQOS/T85l8TzPWBfZbiYbBauGeTX8felrrFt3lBx6TNjON8eoUCr4+J5vuBqAmQCRC317Fex4v1GgEHTLgseEBtucTSMORt0mWgJE6hwZNoo9kFiJ4LcpsuIBgFl2M9bxG8POr6H3tGXx+7VhFAHSwwZ5g64bCBDayNxyaBEvvGW/9rh+YWW2fxZYwg92yubN3QskYdcTILyrbnbIIfC0uak1uychqRhRmLQMEAC48WXmxz/zB+H/phD0QRAgpuDvvihAhpvPNTQcuRtYucp+nASvYs4AqQu/cskCy+JZXi3FxQCThQT9XurK1YWgl4s+K3BpFCCdJJliKkLx3zWsrsk9CxW89u6jAMLiKe0D9icIkJjwl5uh+DqFyA3Vek8QIJQBYukyNtloAUCpoLfhFRkgDkoDri7IogAZdgh6pVAx5p70C61OC5vNzUzHuxIadNx22400FgqQPhMgJgWIN8QCrKqATTZHQHLtLxc81xlRAfAQ9PTff2EzXO8sVosJ6y2jAiR6PSqImrIBube9rZArmksq6nwlGfL+v9VRd6YT2kMksogA+eBXz8cKkOXkWiFWXyTPx+Va+JmmxiVTBgjtJei1Zg2B6QSe+aLreOdIjKEtA0QoKikDxGCBJX0OdIofsW4dsnJ5ie2bvno2JH73zFeU72NlVp2zqMrGnbPYlMn27KJZVEeASAoQa3ZOK31Nmsc/qQBR/Q7V0BlD0EdggTVTLogckJf9hw/hociFIRGCLtYeybEhkoM3ysTNjgplFltXAvF+WUdqqDJAcgVI/zFdVYscA4UcgqiC7GO4bwgKEFM3mSumngCJFlunLqvHLmaoR/P3043X1CWgAy3uPG96xw/QL/iGrV6iG30QqBfhrqAA6dkpCtCWIRZFhhB0OoezpeGch36GoMuS+2nBHiFh1xdUqCjBrQCGhdl+KEBE2PAEEiCrJ8yP//1/BjptQFegK88Ppt2sOOAMkEmzwHLF7a8NxyMjKeVXw+P1BZjkukYU9DSdd3wdWHRorBEWWCVzCHqp4IlNrzYDRPLubncCo+2LKBoM8frlxVMKD93LLLDoftfuBKm1ASeDTBkgdA5pPVMSBQD1uaDzwG1F+Oeh4uv3IJQB4kKAcGumLBkgww5BB4ajAmm0G9hqbTkf3+w0nSyqgJhsqjvOmVkssGjsXCywVAoQmg6G3YFOKPge3vvmZ+D9P/bMxM/oPq4jQOjaJcKi0e6k5iJa71BXe9Vg20cECBVCRWOUiwWWQ7G1Ls+tlr2hqsBqUtFRuWCYFlgc1WLy2q9obHGuROt0IlFMGSCkHqFGQCKPTKQUX8Pb1Hb8Mb7uVR0fBIEo8NL7MOWyyPdOXQg6jduw160HFqu4du88mu0AP/9nXwx/tqxe7+mIJ1mNBfDrRj1G8hrGlolFn4tYdWMmDvl92SWLVakAke7N/L5esaiEgNFYYAFhzqoMpQJE+vuEAkRFgCj2+pxkBGBU1vHjuSorD0HvP6a3Wpij76BOr/MbDe2iRSZAhqEAoc2UyWPQBuFlX5yuQh7hUHSj1ltgUSf3qBQg5q4GE0QQM+uImhZwhYVuAfHHnzoFYHiLh7DzLPzatLC2YScoQGgRenGzoQ25o89vdUjnYTkKQa8120avXxfUJX/aacHuSMJuVIDUR/f57QcBEmeATODYmTJAAOCxfwC2r+gfH4T6AzArQJq5AkSL+X3h/xn/vkJECFkzQFIKELMFVqXkC2tVl2JQVVhgJY8lUqPge9oClzi2Q2oSbi3h0jWpPaTvIBuQ02s1XNgMi6XkpQ2E8xK9H7kQwMklkQGiWNPEChDXEPTw/ypr3uHFAlMGSBblQFcKkGD4FlgAMGPKIuoTGp0Gaq6qNgDbLUcLQGRXgHRjZeYyhqpjRmGB9U13HAIA3HF0GX/2w/fh2n0Lqb21ziolRYCUi2L9Ljs2XIgIkNUo1JzmS3XeRLKoRw08W4oOaAK3txOvre2CTnaaW0PQO2ki1CV4eZgWWBz3nlhNfF9VnOtOJxDq8cWZ8DzQ/WFbsfajn9FruYSgC/vrks8Ctu2kf6ngo1TU79tbnUAUtl0ssGQyfNwUIL7v4Q33hSrVL50OFSDX71OvV3QqHcr54IQYX8urFEuyBZa4H2oaAqgxixRDJtKJP560W7KrXjkBIo8/H7uqIDBNZOTw51QAeGpk68/BlS20bqxLf59QgDCyhIgTld21rMzS5f2I45mVHY17rgDpPyZw55tjVNg1Vxbyu7Pr6oXpWk2ywBqGAqTQewj6tHYyE4QC5JJ6wzJqL/9igRQg3VtgTZv9FZD0QVV5SwZBgN/40NcBmIu1/YTneaLzYdOw2bFhJ2WAvOdzp3HXz79PSYLUKFBtSNfeQqUoFpo6UsYVo543BoVD0Xz50YcuaIul5IE/NwIFk7DA6gcBMokWWEUHi5fLJ/WPDSIAHbAoQByKee0W0NR0VZcXgAF1jI8cc3vC/zMSUwVSgFhCWCui884Sgs6KDQWHdWUcgq7OAOEkoy2AXVaAADYCJPx/mJ3oVMj6/OMhSbdrrpzoZuVe2DzUNQgCXIj80MuFAlNtqwgQmpeyhaAXfHVXuYkAIQWIUzZFJ86myKQAMSgNBhGCDgCX6pcG8rocjXYDW7q5SoFMapFIbUPjYz0+IjWyKHm6VoCwEOZh4Re+6Vb80ffdg//1fffihv1qFaDOKmWjnuw6930P82W1DRZZYK3Ohft2Pl/KxVl57TfjELjNve1tOWZyp7ktA4TmT74PNO0n4xB048v2BTIB8n3PvAZPPZ4svqossNbrLZH11JUCpBwXT3UKmhojTVwUIA2mahTHK+Zmfp+br4Tv3dSkmsoA0RzbHlGxHACedGQ58f31+9UEyKyGeIoVIMXUsa1OoFzHiKYMOQRdM0bUmEWfl6bFGSWpALHbb8ZWlvHnRbbA4t+7WHpSM8ew+1efenwl9TOa+wCuPo3fexAEonbBFSBzhgwQGndqILGFoNcYuawjYXL0jpwAyeEMz/Owd4FssOrYrLfwfz79uLi4gXRBbRjFoaKhm8wVXHI2jSCbAlrgcrTaHbH4GFUndzkqNtgWuSqogsWmBfwzvVFvYbPewvN/+f34l3/8OQDAJWZj9LrIn3sYENLqHoLQRQf9kPMThgm+8am3Ovj4wxdTxwgLrCF9fj3PEwvwtR4JEO6ZP014/k37sXehglOXa/i/n34i9fhXzqzj237zYwCAp129mnp80OhHCHpzRJ10Q8Onfkf/2KCUFCYCxCUE3aT+mOYA9KUj4f9ZFSCzywD0dlFpBYiFAGmmbZrMIehJm5YUAcK6xW2bXvFajgHso8gioPvGIxfCYjZXf8THhPc83gn5hx9/DJuNNjwvVNcJBYjKAkuMmZf43xaCXvCBSiE9vk4EiKM1E9lZ9UsBMigLLJdsjgNzFhWdBVktsLKQJVktsEhd4kKY9JoBMgricaZcwJ3HdhmvdV33tlCAsL24znbnvEYBEgTpuYgK9TT30f+6jCMg6W0/50iAEKFqzQDpkItBvIfVFX+5sn4UCpBvfcqR1DF0f+ANN7Q+r5bi4rQ5AySpFuB74i3NfWe7FRNZNrUdf6xUiC2wlIV79vucLLCk19DFt8T31OHXKq7ZM5+w3tIRIJQJJt/rqUF4sZpWgADqhqasGSBUnBcEiGENEQRBktCyWITy31suxDahJgssqqmZLOyGqcbieOrxXdjDmrRXZksJK3EVIVhvdcTfx2sXPP9MhqzCE2Sn5nrYZjWteEzyEPR+YzqrvTkGhv1LcQ7IT/zvz+KH/8en8M//6DPicV5Qe81d6Zv8IOASVmnDtCtASA55aTNd8OQL5lErQGwyZxVqwgJr+pQEfCGxsd3CnzzwOL5yZgO/89FHAMRKrJXZEn7m5bcM7X3FCpDuCZCdoAA5tJK0olBt4kZB4NECfM2QTeKCaSWOZ8oFvO7uYwCAv/z86dTjv/a3D4qv/9Hth4b2vgizDt2WNrQnOQMEAK57kfnxf/gN/WODytIoFAGdrY2LXYzR/mpKCZDlY8ACWWBlVIDsiteYKoVAOgOkkPh56njWbVkq2NeVtF7RZYDEChBOgGgUINSEUogtonSFKN6NPUwCc6GSLOQdW1URINRdHq81/+7B8wCAF996AAeWZphqW+/bn1KAWELQC57HOtbj8TUFglMRnOd7mECB5i5KAyAsoJtC0AelAHHBarU34r7ermciQLLYZXVjgcUVOibQ2HWrABlFYK8LbATIvKLrXCYfLkW2drvmiACJ13WyVVVNmltjBYPdbqlS8uP3oNlD0HwuLLBsVj5s3ig5kqbAcObPxWryOj+wlG6UUN0fqKF0SWGZtN3sJIic8GfJvUS54Iv1nc6aLFZJxufNZIFE57lSNAfZi2zKQkzemIiV1L1Tw4CMMruuXPQT1/1NB9Rrshmyg5PW52ukBJiJPw/cempTRYBIKlZhU6YZI/qdy1Foe7sTpD4nhHYnEERTItTeRIAJBYinJcD4WNLYmwhMeg/DzDMDwmvuo299jvhezlEtk8UbO9d8zuS1C6qJqAiQNUGAJBUgunUoV4BULOufHN1juqoWOQYOygE5fWUbf/zA4wCAP/9sXCCiG/bLbz+It7/itqG8J+oEsHWImDCtVi6E5WgBpbK84QvWUSlAbAtWE6bZAovfkNfrLVzaijsVgyDA2ciGZ98QsnY4hNyzHxkgU6wAObKSLBCpbMqIwJsZ4txDC/C17R4tsCR/2mnC824Ki7If/Oq51Kb+0Yth4ef2I8t4+oneCkndoB8KkJYozk7oMvD407t/7v5b+/c+ZOj899uNOMFTB1MA+rQqQL75N+Ovs5A8xRmU5/eIb1UEiKwAoc5M3X2Ld1uK7kZDU4ZQwGkssKhY4/uedY1DPy+wY222T8BwM0AWpELe8dU57TE8A4TmqXuvCedKkwJElwGiPRcsDL6sOLbkp/33xe/KEJ4dvt/wbzKRGhxBEIwkBP21N7zW+Pg9B+7BbClNXmVBs9McmAUWjYeLNRkQkjGux2ZRgJgssIZdrLNB5xVPGRILiq5zef2wJTUl8f2g3BUu75ltCjf+3srcAsuiiCOliM3KhzrMiwVPrGl0rhC8uD6McSQyl6CqM6gIJBUBwve5MlERF07D1/I8z9osw20fXRQgiQwQQx4Fz3xy2d/L905T0R4YnXL5O+45Bs8D/tU/ukU0lsoQIejSNSNbIcnHq8hAnQWW7lxuSQoQQH/t8KJ6uejHDQSma5itqUoaCyye6WHKiSGIOXUEQ8o/RyXpOlWtJ6jps1ryE8+lmoiaAEkSXyIDRLOm4RkgNgvQHN1jQne+OUYFKrSeWVN35qhu2IOG6CbLLbC0WCEFyFZ6k7AtGH1/ZIt63Y3UBbSwG2YBeVj4RUYinluv49/85ZfF97VmW1yHe4aQtcMRW2D1kAFSn34FCHXhEJQEyJAtsACmAOnBAqvZjqXA0zhv3nhgAQvVIrabHfzLP/4cXvOfPyrIqieuhNfdv3zpTUO1oCGIwNF+ECCTmAECALd+a3fPK5SBu7+nv++Fo9RDDsi0BaA/5yftxxx5avx1lr9x+ajohgSAejt5LQRBEBd3ovlpH7NwVSFRDBJFNLsdiLDAkrpWqdO46MdFOZu3ebHgWQtR/CWGuWZblNb1r1XYbpJlDc8X2JbucaZzsVFP2kXYulJ5saUibGQYAVIwECCR8sNZARIVzU2kBkc7aI8kBP3ph8zk8IuvfnHPBEi9Xc+k6shkgZVRAVJv151VOWIMHRQgqnHmlmvjBOEVnwpBV+UOqAuu263kPtjzPGYbmHxd4ZpAdksOBEid7TWFBZZOmUBhyxlD0Eu+b7UJ4tvMYSl5bju8BCAsnKtQZZ3ydM+h9TkvmFdZs5Fsg6Vq5NSpfQicqIgVHYbcK7JMKpoVA/zeW3JweHBVgHBbyVHgx198I/7hJ56Lb3vaMe0xRFLVZAWIsMBKzvvCUcHBAss2RnQ9JQgQzbGcuCo5KkAa7BouaSywWuyebCMjgfFR1ZWlSV21DttS5H8A8fwqu2LUW21xzlwUIEEQxPaC3AIrJ0D6jjG7hecYd+xfCgut//3v1QGjIyFAyC6gSwssnoFRncJOZiAmQLYabbGQfejcBn7g3Z/E3301tCcYlfoDgLGTxAZhgTWFCpBbDy/h4297rvKx9e0WzkYFdcrmGRb6YYElFCBTTIDIxfGzCgIktsAa3nnohwUW3+hOo3LO8zxBLP7hJx7DRx66gP/5ycfQ7gQ4HRGPB5eHe90RZjUbrCxosY7zicTCPuCOb8v+vCd/J7CcLtz2Db0EoZsUIJNogXXjN2Y7vrrsfuzyEXiep+2QazF7h0ohvF72LcUKZhW4RYtJpUAQIeil2Cufd67yQgC9no4AoQIBL0ToChfcwmWYRQNeRP3FV9yqVJ7OR/eW9XpaAULnKbb4Sv99l7doDxGuWUsGmxUgaYE1NAWIYwZIEAQjscC658A9uO/QfcrHXnD8BXjxVS/GbLE3AqTRbmQiQLIcKzI9HDNAGu3G0BQgnc54FOtkEMmbUoAoMkBmNEXxusIKWpebJDcNViwWf/w1KsWC9j0QhAUWU9fpVAFAcq4VDXUOCpBh5Q781uufir940/3awjk/59SUqKqn+H5MSskECBEmCbLLktfIQ7Bp/tRlagVBwDJAPGVINIHupVwpYMwWkV7D2igwonWr73vYPW9uONQF1a/XSQmgUYAo1vP8mgFgzF0BYnUrb77T2WVR04jnhedTNBA4ZIAUDRkw/J4srERNIehjMqemFCCKuY/O76zkXKFTgND863nxHEx1RhVZLFvS65R9OXpHToDkyIRjkeR9XVE4+8qZdbz/K+cAwHqD6CeK7KbdDbgMbRptlIBwQUTrhStbTbTaHXzLr38Ef/bZJ/DPogyXURYxeyGxNkSY9nQW0mXbCcJarSkUBfsWh60A0cs9XdDpBLHcfootsGSYLbCGdzsWFlg9KED4Qm2U5OkgId/HtuotnFuvo90JUPC9oROPhH5YYLVZx+TE4vBd2Z/zpFf3/31wGIPQLUXAaQtB330tcMNL3Y+vLrkfGwWnVxRFb/l7Kg6ShetGvZXIqCAIv+2iL9aVJgIkDi6P72H8eMq4CDshzYQKrX2KvosCZPgFPCBpo3NUkf8RHpPOAJFJ/qIgg9J/n1z0040vgVtgqTJAgkC/vqAiuGvxnFQDrgRIO2iPxAKrVCjhV571K/jRp/woTiyfAAAcWTiC//ic/4hfesYvoVwo96wAabQbmVQdmdQikV1WFgWIK4nVrxD0URfrZOi6ty9GuR7crmdOU3CV7XYAvbVVvZVUGxARogrnJjQUCpBa0y0DBDDvD1usMF+0WC4lLASHtPzZPV/BDfv19/BE3kp0DnUNpbHCIHmuTZkhOqsx6kIvF/yEolJ17tpSU4HJ2ipWgBREloLRWktSU+rILm4rOa5Qrc8vbzXwd1+7ACC9p581qKHkHDObJST9zoVqSdR89LabcdOFxxsIHFSvZZa1I5MbLUZS2QgbIJ5TR9WMRUrWH3vB9YmfqzJuaIzkxk1Svm5sy6qf8JqcLxfFZ7ZaShMrBH5NV5kqS1bg5egd01kxzDEwPOeGvdi/WBUdsIRao43n//IHxPfDLMiKjWWXFljjkIExaPi+h6WZEi5tNXFpq4nHr2zjwmZywzBKGxtaeHUzhqLDSUMUTDoqxQIOr8zgsUvJDeTadgtPXAl/tndEFljdFmD5JmmaFSAA8K7veipe/1//AUAcWs9Bm9BhWoHFCpDuCRCaNytFfyQ2UMPAHokA8bxQOQeExdRRLdhjj+HuF8VN6tKaVAssAJjbnf05h5/S//fB0YsF1rQpQADg+T8HfOlP1Y/d9qrk91kIkIX9AKJNaj29weabS9rYz1WKWKgWsb7dwpm17URBnz+nUrR7L3c6gdjoc/tNTk7QeiarAsTmm81fY5hTL+8i1wXALigKATVxj0sqQFRk0JUaFWzDsSlZLD+oJlpgdj18zJpN/QmiYrirfVKW4jkQKghGYYEFAOVCGd9583fiO2/+TuXjc8V0fksWbLe2nbNQAGCzuel8LJEl9bajAqTTcD621XYPsldmgIyJXYsMUShj3dub9ZYgQA7virOpdA0UKguliqZYJ2fXZbHAqhTjDBCdja7IAOEESDuArs8tGYJuIZA7oyGQTfD9UM3YaHXw8PlN7J6vCEJDVgzMlAq4jGbqXNPxyzMx2RWHzWuUNm1uVRWfi2a7k2qK5PejUtEz5lHQ5zCpADHlacVZnrVmW2+BNWIFiAvioPr4nL/zbx8UX6czQPSZmrIFli0fjJQ+s+Uw06Xe6oi1vgxShlCTgUsGCLl0hBZY6nFts71F0aLGAuI106guxX/18lvwA886gUPLyfw+Fdm0Ka1lCPOaXFSqT/Fr2JSXVGOEZLHgK9c0OfqD6az25hgYigUfr7krbR/x1186m/h+mKHM8WaquwmCFnLTXMgDYhusy1sNUcTj6CXPoVeUfHuHiA4xATI827Vh4+ByOlh3bbuJB8+Fm8qr9swP9f30aoFFiwTPm878CI5nXr8Xf/VPvwEA8JnHruD/ff403vIHD+ATj1wCwIILh5kBMkMZIL1YYCUX5tOI3fPJkMN2B/iJP/4cAODort46aHuBzdfZhiCIfabHeSNpxfy+bMe7ZFL0Cl0IOtBbBsgkKkAAYNfVwJ4b1Y/JFllZCJAoL0RHVMRhrV6iW/RAZIP1hMIGi/uh67zvxbFsraJTgPAMEJullgj/5hkgOvKFvcQwSVjf9/C+tzwD7/mR+w0BsGk/8ziclzJA9GSQ3MWssrXiSISgKywr6i0DARJlf7gqQLKGoHeCjjFrouCNTv3aqwIkC/kBAOuNdedjBQHiaIFVb9edc1wE6eVwvFIBIqyWnH7d0CCsUti89OilUEmzNFNKFF11mQN03fA1Ob1uOgQ9eWzVwQKrQbZIRd85m4I3SJlsdFoKBZ1urk1YYI3R+of2wa/89Y9gq9HSK0A0FksqwsRkr9TpBKJ4XS74CTWwiqxIZUbQvVd1LLPWKjqoAGQ7Sd2ho84AcQFl9DXbsWXY18/HBPBVu5PkMzUUyoqeRI5ZkZRWlHOVvm5a7Y44fq5ctK4jeJ4LwNSWzgoQNQHGSaqSQ32uM+Ix9X0vRX4A8d6Wnw9h3S0xsbErhpzBlG7QFSHoirmyJlsL5gTIwDBmt/Ack4DV+fTG5wf++ycT3w+TACFGvFsLLFnKO61YijrqLm018VBUOOchlhc33TaBg0DRoUNEhzVFyN+04UW37Bdf3xh1Xl7abODhaFF1Yu9wCZBZTbeDK6gbabZUmGrSkXDNnnl861MOAwD+ye98Av/rk6fwzb/2Ybz1f30WH33oIoBkF/GgQSF8/VCATPO8KVtgffzhi2Ij89YX3zCKtwSAb2q7I0C2mx1RRJ3o7KSlw9mOXz0xmPfBUTSo8Zq9hKBnIAfGDa/8LWBub/Jnd30PcP2Lkz+bWXZ/TQsBwj3IOfYvhRtdFQFSZyHAVYsfNt/087m7zdYwVIDzvdgCS2vtwTzsrRkg3MJlyPfPE3sXxBpEhVgdqsgAEQoQfYGSMkCEAsQxBL3oe8pibcNEgHS6I0BcFSMdjE4BYkOvGSBZkYkAadbQ6rScSZZ6u545A8TFMkuZATKmChBB2LKi+KMXQyLpyK5kcU+XIRareuP5jApx23IIushLSlpgmRQgPG9CNU+ojq2WfNEZbirMiqJrwTNaMwE8cyCd0zdKcELqwbObIqNPVoDQvcnFAmvOQDTx81ku+vCZVaOq4ErHU2aEyY4pSeg7WGBJ5FtHqwCJbSXHFdVyvOaggjYRE297yY1YlfYVqqYBIDk+pM6YMRCN3OZstmK2KAOSTSL8d5gyQOo8A4bUKCkLrPB73+MWWCYFCMTx4wQVwXNpU11vii2wkmsDVX3KlH9Uk9ZKeQj64DC9FcMcA8PqnLrzi2PPEC15aDPVTfEcSHeyTCt2RR17j13awkPnQwXI1bvncHx1Fg9fcPfyHQRcQtJ0IK/pxSkmQL7znuPwPQ93XbULv/zer+CLT6zhs6euoNUJMFsu4ODScLMI5kWwXncFWOqKmJ/iMZPxHfccxx98/LHEz/7H358UXw+zEE0bKlWWkyvibsEJLqBbsFu6j/1VpHR87o37cNvh5RG8oxC9hqDTnOl5E25BN7cXKFQAR/uTzIqRblAyKUAsPvgmC6xJVYAAwL6bgO//KPDgXwNrp4Bj9wKHn5r2POhGAWLJAKlI89OSYe7j3ZaiS0+nAJHCKgm8u5gX5WxKZZ7JkyUDZNzqQNQJSWuDs+vb4lzTvEUe/W3Fmj2lALF0QNJ58xlxVGfnrWaYGrKGoGfNAOl0OiMJQXfB7tku7AN7wFrDMLdJqLVqzpZWQKgUyRpk70JiqRQg9NEatwyCsqJb+dGL4b7uyEqS7NKpL1R7Yb0CJNkA42SBxVTDdLxNAUJWO41Wx7jHp+OLvo+ipSbAyeZxxdcvbNozQFIKkFbqeFOzTMImUlgs+Wh12sp7j1AMRJkRpvsUz5egeTkIIPLzdO+F/jabVeQ4j1254KPge2h3AtQabSxWSyILgnJ0OeIMEDmThxEg0fjMGBQ91FhYjO6FNusxTkjS++Y/V4HUJCVmgSXbW3EFSNEhBL3NCMlxgmrt8bVzVDtLNp3OS+seQlyfKrFjqX6SHsNtSS2bK0AGh+mu+OYYCGT2WoXSEPXBJjm9C+QJZ1rx9BPhhue3P/IIvnY2msT3zOE/vPbJKBU8vPG+q0b23nRhWi7YCRZYvu/hO+89jhsPLIri9SdPXgYQqj+G3cXUawi6alEw7bj54KJSZksYqgVWdN6v9BKCLkl1pxGyAoTw9BOrQ34nSdBcd7nL8aPOwvlKcewKOZng+9lUIPN77cf0CmMIei8KkIXu3s+4YG4VuO1bgPveBBy5S234nIUAKScVIHVp7UDFA1kBYrJUqrOiW9xRrVOAJO2t6M/hBEdcrPGtGSC8Y7ao6awktJln9jh1MANxMWez3kKr3cFdP/9X8WORNYjJDowUILIFljbQmOwzPLWH+VajgyBQ36Oy2CGF77eV+N+GDjojCUF3wQ0rw1UwZiVAtm12gQzdKEBcxtykABmX7AiCqlB2kgiQXTIBoi6KxyHoLANEYwUoyBKyz3EgQETeRNEXewibAiS0ZrLvD/lr2/aT7QkgQB48u2G1wOLnOggCUWQntwfAbIHFPys0z+q6+oG4+E3Hlg0KA7oPlpilo+5Y/vvoHqFTSnJbyXGF53mxTVl0ja0ZGjWJkNyQxoivPeic6+zPgGQ+hY2gArgCJBpPh2J7k5FgNgusAht7lwyQcVWAcPXK186EtbNr90kESFVtC06WWNwya87goFGTiOVcATI4TG/lIsfAsMtBATJMCIa52wyQHWDlAgCvvusIKkUfJy9u4Ss0ie9dwC2HlvCZn3oBfuIlGp/uIcBFJqnDtIegy6C/89OPXgYwmiyCeUXQaRas7bAxA8JF8a++5nbtwv3QiqFzvM9YmYvs8HqwvdtWbJanDYc1Y3LH0ZUhv5Mk9kbKlMtbTW1GgQlTRUAuH3E/VrZhGgSMCpAdGIKeBX3MABFqDomgpe/l41vtjti4V4rMAkvnn83IEkDdiNPOkAGSCEH3zUUDEoCMWxEW4JYrrZTKhkj++Fylz60I8o0Uy9xaR1UU67Bipsqze7PeBgL1PSprCHpmAmSEIeg2XLV0FWZMeUV9RhYLrK3WViYFSKPdyBxk360CJC7WOb+9oUBVKPv841cAANfvS5Lnsxr7KZUCRGcFuC1l11UNhVmCmDMLBW0Qe+rYoi8yClwslJLhzBYCZAznT8KD5zZiQsPBAmu72RHzXkIBUtHb7XAFABHpZcO5jovfyWOVdlmtdKGc/07d8VVSgGgssCZBvQMg9fmmvEXZzgyIi+fyfjomJOPxmREB653U/XBLKrbbLLDSagPzmid8rXiNpCPLYgWI/hiO2JJuvMZ0LjrX59br+NrZDXz/uz+Bv384tKyWbcfJ0m+j0ULAPrvbikZBGh+VCjmeg5NjkitA+o+cAMmRGXIw7Gy5gN3zZfziK27Fd95zDL/zhruG+n6KojukNwss2Sph2jBbLmI/s0paqBZFgW+mPNosBheZpA7rwmNxCop5DliRwkdVAemDBhVO1+vddqDvrDEj3HlsF774cy9ULt73LgzPxmx1LiygX9hwLzLI2AnWgXJYIRAWPuSCwrCxPFsSHWHn1rOP4VSRxkuOBIjnA5UhZCUZFSAWq8lpDEHPguqy+7HRWOoUHbx4wCFsklpy9zO3m2AWWJqCHrcDAaBUeLTZxp5sWXSdrU0W4mtr6mmPacEA4N2N7ZRClIohRQ0Z1Gx3xHOoiEcFo06Q7pAFWAi6x0LQWbF2s97SEiBEUGRVD5iCzeXXNx07Sgusgl/ADbuGpwJxJSiALiyw2nVnUoqUH04EiEK90xK2duO17pHnwXYnwOcfD+8ntx5OEss6BYgqA0SvANFZYBnyAxgpbcsxUxXQTRZY3L6wKAq/5hD0cS6i/+lnnhB5czoLLH7uiDgu+J4o3AJhzmJ4rF4BUmGfZaG4a6XPnWyZZMpnaimK4OHrmgmQmWg/oVNKToJ6B4ivsfMb9YQ6R0WAkCpEvl/Gn+l4fLhTiUxUbEt5trbrhq7h2Qx5Ew2FAkSuvXGSquikAIE4fpzwlOO74HnAF59Yw0t+9YP488+eBhAqb6/ZIxEgUeNHECRJ4LqiwTq2y9IrQGicVbaeOfqD8bqD55gI8K7RNz/3OnzhZ1+Ij7/teXj1XUfxMy+/Bfdfu2eo76doCFR0gVjIFaf/ctjLPO1vPLA4NvYJNpsDE9ZFUNwUFPMc8E13HEp8f2DI+R9AfK6pqyUrpqoAmxGlgp+4DkeB1YjE3my0U0GKrtgJIeiqv+347rmh2pWp4Hke9i6Gn6EzazucAFk57nbc8fsG+jYETETF9hXzc5uGjJDyEMibUSPL32hRgMgKDfE0i2KEnmNTgDSlYhB1E/PCTVwEcleAFAu+KBpoQ9Cp6D+GS9Y55m8tF3RovVkoqItca8zSj4pC1VJMRl3ZShet2wkFSHrMNuotBIF+nmt2moPLALEoQEZpgQUAzzryrJH+fh2yEiCDUoCoLLDaY5pBUJFCyL9+fgNbjTZmSoVUsU6VARIEgTLXraIpisYWWG4h6O1OIK7VcsEXBUNVERCQLK189xBtrgCxEcjjNoYvve2A8ufy3pZIAl5o5XZZfF8/q8kmAGJSi98jSwoVHUG2TDIV2OP7owfPi8PVtXkUggAJP0/6EPTYVnKcQbk7v/a3D6LeitU5KgssWofLioC6ojmXEyAyqRUrrCJVqqWuQtd/VcqbMKnK1cSkxgLL82L7OoNDS4dZeo4T9ixUcGek9ufz367ZcmpvyMeF76llQgPgOWkKBYguBN2grMvRHcZ7BskxlvB9D9/6lMN40pFlvOH+0eVGEAo9WmDthEIegXeZ33RgfDpKRWhdFyTWTsgA4TiyaxZved514vuRECDRuSYlR1YICx5FN8xOwN7F5Ji95q6jQ/3985WiWFhd2OxOBUKLt4kO0e4CNx/MYNMzQBCJdnbN3SudMFWqud3Xuh135+sH+jYEKobPh40AMRVWR2iXMzT4vjuhFREgKtsjgDe2JNd1uuNp01+KAsttxQC52KAiOIQ9EwtBt3W2Fn3P6nlPS91xVIDMssKmLiNMVwyjIt5CpZjosKcOaFVmVYd1c6sKMhsGBQgQESCOCpAsAdrhextfCywA+Obrvnmkv1+HbjJAnBUgGTJAVOqdcbXg2RWpes9vhJ/lr50N1QPX7V9IvVee00NIKOAUIegysRF3m/vR/+YMkIb0+rp5mNDkhEbRTAjz169wCyyFigEY3yL6L7/qdvzH1z459XOXDJB1TcaESWnTUCgMXILNRV4IjYuiSSDOyJLJEnMGCH2OtCHo7D45znhztEf/2NcviPuW76n3S7QOX5f200Rw8OK5z9Ymst2c3PRhymjhzxdqg0wZIJ7WYosTjCaVEKEzxoqsO44up362oogB4OOyJVnTAUkSi0LQVesjeUxs82SO7jFes3+OicEvvfJJ+JMfeLqQco0SPVtgSZ0H04w9rPN8rAiQLi2wtpttcWOYim5mRxxn1jwHlkZggRUtyNdqzYTfpSumqgO9C9x0ILZQ+rmX34x/+dLh5u94nofd0SLuwkZ3OSDr0eJtfsrH8Lk37kt8/533HBvRO0liX0SinemKAJmi62/1hP2YfbcCtwyp2GfKscgJEDuuf4nbcXIIulQMoM+4PD+pbJL491Twiwt/ZgWIsHUqpC2uWqwT0qYAUYWg6xpCxjWIGYjtHbYa7VRBRz5GbqC4rAjxBeIC4JqCABEFBk34sckCCwgL4YPKAGkHbbQCgwLEG+2eY7G8iL2zQ8hFyohBWmBlIbGUChBmVTdOoEaoP/vsE3j7e74o1gUHFtMNUlQUT1i1sKInJ42J4JAVIDWpe9xmgcWJ5DJTuQWB2haQ2y0VHRQg3PJQHG9VgGhfbiQoFXzcdDC9L5drE5STwTvNt0TnuI4A0VtglRUEiKoIzgOwgbjArgxMl4615VE0JPVRJ4BybznO9o8cN0Z7vE4AvOn3HgAQ3vd8xbyhU4BcjhSPK7NqCzSZbKy3kmsSmwVWTVIbuGWAxI0futcXzRyFbBZY4zimqoxVXQ7yrGJcTBkgm4126jOeUuXQvNqlU0MOPXbIjirHNIM6DHQdAzZsN9IT1LRij2SBNS4oW27UOtCCwfOA+R3UiX6EhTOPQgGyxH25663MneRTFcLcBX7qZTfjJbcexLHVWRwZQYg9AKzOV/D4le2eFSDjQIIPEr/8qifhb758Dp94+CKu2TuPpxzfNeq3BCAmQM52lQFCCpApGLtdV9uP+e73DP59EEwWWKaMD8BMgBR2yFz57J8APvof7ccVws8uWU088OjlxMM6ZagIlUwpQJLdsHHhzx7SC8Sbd05w8GKpKiSdgxeM4qKBpoA3ppYRQByw3OoE+O53fVx5DFkwyhlUVzShvyYFCFdwq5TEThZYGRUgrsX2IAiMx5b80V/TxxaP4ezW2VG/jQRqzVqmzJBhhqCPqwKE5zv+p/c/hG972tHUzwmxSivtVe97SGQ2VBRWgNwuq1JKzpfblvnS90KymJ+/VidAmX3f6QQJtYFNPcBfP6EY0RRyeUjzuEG1npatqokQ4QQWFU5nJXvWOYXdGUFFgJhUA3IGiCkwvSU1CJQtKh76PHF72SBI3+MmRQEyUyqg6HtodQJ85KELAIA1Reg1wBUgEgEiGgKk3N1SAZfRTI2pbMtZzBiC7qYACcSxOoutVkIBYm9upetxHNczqv35rlk1ATJTKuCSNC7UYM1JZSJA2p1wHq0qbM1IJUK/68JmA0EQjI1t/TRg/Gb/HDkyIg6M7I4Aqe0gCyzeaXPtvvHxFLfdqHWgQt58Wd1ZMa04sTceu93zw8+TqBR9QVrpFnUmUHbIVBRgu0C1VMB91+4eGfkBxEWo810qQDamSUVgwEK1hG980kH8zMtvwXfcc3zUb0dgtxi/7ATI2jTZBpZmgBkDKfWqdwu7pKEgV4D0hvIc8K2/43z4824KFVp/9aWzaesjpAtKtswQIkB03vfieKnDVUVw8EKAzQKLEzAli6o5GGPLiFmHdfSe+aRdD4EyPpY1ChA1ARJ3DquUxLVGu38WWEF2BYjJaqk0BqTmcmV51G8hha3WlvOYAMB2e3sgFlhqBch4FmDlRqgPfOU8AIisMA6hAGGqgG2mgONFNpoHtzVqEVkxp8uU4yHlQPL8yfbVnJwuFfVhy6rnlAts/rTYKI3j/Cmvp7/76WmbcRUBUmuGYykTICYFSN2gAFESIBqFgapg3ojGKr4/WiywFE4cbYUCpMWUkuMMz/Oc90Z0XEoRuRXOgctSQ4BKAQRwQksOQTdbYHWbAaIjy6jxo+BxCyzzWoaOHzcoFSDzGgJEoayTlXJA0gZNtsGi7ym7Z/dC+LvqrY7WUjRHd8gJkBwTD2GB1WUGCMkMZdn9NOL6/XEhaJwIH5cOHxXWdkgRVsZCtYT3/9gz8eF/8eyRED+e57Eg9Ow5IOv1KepAn1CsCs/o7hQg6ztEATKuMBUFbZgqCyxAb2+1+3rgxpcO971UDAqQbZsCxCBzH3Fg8lBx/YucD73j6ArmygWsb7dw8uKW+LnOE72s2eQLCxXJekAXPsk7IQEoCY4OK7RRwUZLgDCvaLEe0lq4hP+Po2VEseAnPOUJ//nb7xRfU9PGlVozUTyjuWx5JllgMM113DM77jaNz/GWjQDpxgLLYGvFEQSB8bXHQQGyZMosGhFqrZpzMD2QTQHSCTpod9puChDFfBwXz8erfLJHaoSiuXC/0gIrUgU0YwuWupTpQaiKeTC+TjmxQI1QVPyrtzpK6yK52C4rQDj4PjBUgOitllSvb7P+GefMAT53FnwPP/mym1LHqCyQhAWWtK+fregVIDIpBcBYsE7bWtkVIHTfKxXNY1hXESCKeyUnvMcdcoPR219xq/q4aIw26q1Ek6q4H8oWWAoCDOAkYKS6MRBUAFBrhD+flQK3TQoQ3vihu85ainWPVs3K/t5xXM8cWklbjOvs8mcUxBTNqzPl5HVNryEHoW9FqjzaV8+Wi+Lrc12o/XPoMV538Bw5uoCwwOoyA4RY9hWNrG2a8Lyb9uHtr7gV7/mR+0f9VhJQbVxdMFVhvhlxbHUOB5eHn/9BEEHoPRRgd6oF1jhg/1K4YX7icvYMCSBWgEx7Bsi4gmTx3REgUzZvPu37gNndyZ95BeBZPz7895IrQHpHoQT8k7/VP37svvhQ3xOf4y1m6aJTgOiUHXoLLHPHKhUBVBkfCQWIZ27USXjYW0J8qYA3rqpX+Zx/+9OO4fk37xffL82UxPm6uBkXuqkZaVHqeF00ECB15rGtssCqNdsIDARIrV1DALd1ZzcZIONOgIyjAqTWqjkpNAhZMkCAUAXSfQbIeCpAaM6Qsc+QARIEcUFZV1hWdYXzYibt3fjzVHOmbLdUYu9X3rvzHJGKowKEz986a574/Y8vAcLVN7q3R+eaF1rlPAeCMQSdqWYIZYN9mGyxJArshgyQskSW6MaQXoO//46SSIvvk+MO3mD0w8+5Fq+566jmuPA+EATAJlPq0P1QVoDMahQg8vioFAkcpBpKWWAZiMb4d3ja64xngJSie7JOjcV/PI7rmUqxkCI8dO9ythSOd02VAVJMvsYcI704aPy5kovU/jkB0l+M/wySI4cFtIjRBUbacEkQIKPfjAwanufhNXcdHav8D4B3nWS1wJqyTuYJwgIFk3ZhgSUCanP1wMhA0l7eNZ0FugJjjuGAuqJpk5QFtBlemJaxW70G+Md/BTzptcCeG4EbXgp82/8Ebv5Hw38vOQHSHxy4HTh6r/qxa5+X+JZyJ7jNh04dqutypMJKWVhgqYNG5eOpEKOywOLFUlqndiyhv4kwb0uI7xjWCwDEm3uC3FXu+x5W59IWfpdrkeVHBgsstQLE3QJrq+l+/+smA2TcCZAsxMGwUG/XM1lgZVGAAOHf7PL6qgyQ9hjbJz3l2ErqZyoCZEbhOb+tKSzHFljxNcX3aXQequx5Khsseb7kp08ujvJjPWaj45YBop4HOIQCZAw7zjk8Tak1SwZItyHoJgssIjViskSlFomL4Pw5egustIJFpQAhomsyFCDxffBaZlstIyTvw/PEc0B0GSBVnQJEGh9T/gugCkGPyM6mgQBxssCKVXI29RYnucZwSgUAvOPVtye+100bKmsyHbFMGR88hwmIx4rbZFF2b7d21TnUyAmQHBOPksVawIZLwnd4+hUg44qiQ4ePClMV5jthoKJENwoQUTzPx21koPyRR3skQPJrbzTo5fpTdRlNPFaOA9/0a8APfBR49buBa549mvcxqBD0nUaAeB7wwrcD8/uSP7/qG4C7vzfxI1HkYQWBWKGmDkGXu5RjD3w3BYhsH6KywBJEhe8lAndV3uZ15sEf+6XrfLPD/8e1gHfH0eXE96oO1NX5tAVjLyHolVKBdaQmFSAwhKBvNje1j8kgS6RpUoDYLLCecfgZQ3onMRrtRiYLrGanOXwFyBhmELzru+/Cr77mDvF9wfdwWGHh4jMLFiq41XUKEBGCzhUglO/gCcVCkVlVqYLQ5WK753la+2pZjedigdVQWGDpcgfGOQMkAc3biwmQ+HzEFljJuY4KqdvNTqpGIpP+4demEPRkroeJLNHZZenGUGSAcAWI4lAx30+AAoQ7HKiuQwLPC0kQIJoMEJ0FlmwzNyuK7Oq5UZcBYlaAxNafVgssj9d27ATIuF6PL7h5P/7sh2PV8S2H1PdMyj/bSmTz0Pok+XmlJhF5bOIMEK4ACddK59a7c2vIocYO21HlmEYIBUhG9QCBbjK75nICZFTQdRLYsD5NYb4TBvJW78aCh276vMshx3BBCpDHLtXQ7gSZF5+xAiS/9kaBXjJAxPU3LQqQcUJ5AWHlQlF8sSpADBkg3vhv+PuOg7cD3/dh4DN/AFx5FDh6D3DdC4Bi0u+erAe4BRY1R7iGoG9IqkRBlGi6IevSxragKOYlFCCsYNruBJAbWBMh6Dbf7Kho4I0pAfJTL7sZX3xiDV85swEg3eUIxLYOvKvxisbyY97gY09FwJlSQVlQ3Wq0gIqe6M1CgGQNQe+gM/Yh6Hfuu1P72C2rt+D1N78eH3jsA0N8RyFxtN1yL/a0Oq2BECAqBQh9tsaxWDdfKeKFzGpuZbas7ZSfqxRQa7bFNaUrLKssA+XiNqFaLKDZbiXUIgSV3VLB99DqBKnGN56HBLg1yCUtBImM1inoxncMOXTvTmSAJDrN1QoQTihsNVqJvbJJAaIi/kX3vwMx1ZJD0GmPr7OUbMfzOEHZKKDILRlX8HOvypLgWKiWcGmrKdYtgD4DRGeBJdtyWhUgzeQ5t615giBIZIDYLLAKvi+ud921m7DAGtP1DADcfHAJ//cH78MnHrmIl912UHmM6bqU52GdBRYptfjeLFeADAY7cEeVY9ogMkB6VIDsBAuscYXKu9kFZHNBgdw5hodFYYGVrQDb6QSxzDMvwI4MB5ZmUCp4aLQ7OL2WvbNELhjmGC6oSLjZaGcmjqkgOVUKkHGB7+uD0FvbQLOmf66uWOoX9br7acfcbuCe7w/VIDd9Y4r8ANQWWLSxTIWgazpR1+tJxYiwflF0M4c/jzqmi0n/bH4t8sBkrtZQW3ukC3h63+zx7mDeNVfGX74pVg7Iig7+M1XBRz6+qgj9JfACg8pnfrvZMWaAZCJAMoagdzodY2G+OAaqrtt234Y9M3uUj73tnrfh5tWb4Y+AfM0yLq6ERtbjJykDhMCL2fLcx0HFOlKDbokCupyZlL72hL2RdA4qimwKgkxqAHGhVp4Pt6VAdpt9EpAs5sdEqHr+pJcZ1/mToLXaUVpgRXkO0pquUvTF36krmFeUFlj6EHQ510MVmt3sUKHcs76u7r2oQ9CTn41xBu/u3z2XXrdwCAVInStANCHojhkgNgXItmSBZcsA4WNXYoovbQYIC0HXvSYf43Ff4t56eAmvf/pV2qySGUXeznYzTewB8b5ZF4LOm0PJnYYsQnP0B+M/g+TIYYFts2hCq91hLHuuABkVipaORx2mLsx3ghCHoGfzkOby0Lx4PjoUfA/7l0J/6NNXDEVZDfIMkNGCBwVntcGizXI+dgPC3Kr+sUsP6x/TFUvHwCpnnDGrCPsUOVNSEbAirK2SxQOZ0KUik14BQgU9KRCWFYNUGSCAeq0qOlt5mLfONmLMM0CAUJ3yztc9Gc+4bg9+8NknUo+rulNjW0WJAIkKMyorLSqIzZRj4oift61Gq28ZIFQ0z6QAGXMLrIJfwDue9Q4slBbEzzx4+KE7fgg3r96M2dIsrl66eujva6O54XxsO2hnygxptptOIetqBUhMao4rvv+Z18DzgLe/4lbtMXT9URF1i6xXpAK6ygpQLrQSZsp60lhkHEkKEECRAcLsAAFoC62q1y8XfTE2uq7zSVGA6DriTRkgqcBmzxPWPJsZCBAVqRGTTF7ieWoLLLr3uZFYnMCK87JMCpDxvf4IfG9sC/iWLbCCIMDZyPJol0Se0LUrNx/Kih67AiT5mYkzQNTH87ErF3zxe+TrTChACp5VvRVwC6xxZ0AsUF2XdY0CZD5DCLq4zhRZOzm6R777zTHxEN0eXVhgcfsQWXafY3hw6fBRIQ9BHx1IdZNVAUIdD743GV0804yQxKolfGdd0GYqnjzHZTQo+B4WKkWs11u4XGsKT30X0EZ4NidABoPVE8DFh9SPnf8KsPfG9M+DAFAU3ADsvPyPjCDfc261tKGxx1QRFQCwUQ/vY9Q1HVu/mEPQSQFSURQKkxkgZgVIg1l7xBZYZtsIW1Fl1HjxrQfw4lsPKB9TdafqSCthLaEgo0RHcLEgLMF4QTXMADEQIC13AiRrBkgnGH8CBABu23Mb/vwVf44Pnvogaq0anrTnSbh+1/Xi8f1z+/G1y18b6nvaaLgTIACw3XZXsU6zAgQA3vK86/DG+6822joLBUh0/W1p1gSqzKSWVNwmVBVqEUKjlSSMw+frMkCSdlyqbB8ZdZbhNOkKkH90+0H88QOP4weelSaOgXjvdWWrKexra5oQdCCca9frrVS3uciMYKQUFXFVJJYu10M1LlSPke2ydHt8nl9R8Dy0EaiVkpqsmnFElno+rVOoqfPseh3bzQ58Dzi0nLTP2rcYNq6dWasnfi6TjPRZkIvsBFk1ZFeAxD8vFeJcM/n4FpsjywX1NU7gYzzOFlguiK3J4vNd0yiW4gwQKQQ9+p43p+lUyzl6Q76ryjHxoMVRJwg747JsCsn+aqFaFK+TY/joPQR9PDaSOwndhjDz/I9x9TDfKdAtwmzgC+o5g796jsFicaaE9XorUw5Is90RxYi53AJrMFi9Fvjq/1M/dv6r6p+b8j/8fJxMoDmINp6dToANjcqJNqJpAkStAFEV3fnPZQVIolDICgG+78HzQp5LbYHFCnhUWLIUDSa5YKDqTl3bjtfjHPFYqDJA4g5L6him4lunE2C72UGlTyHomTNAJoQAAYDl6jJeds3LlI/tm9035HeTbVwAoGayFpTQ6rTcMkAUczLtUca1eA6E+ylbpqWsmqP/Z1Mh6JGqg1tgkb1RMXkOZgxWdSJwm+2zixqid1sqcsfWdnYFiEsGiMhxGdP581+/8jZ8x73H8aTDy8rHDyzNoFz00Wh18PjlGo7smo0VIIo13Yxm/hQkPhvzqmK8CakQdEPBXJAlfjYLrHLRh+8DaFusIiegee6nXnYz3vDf/gFveu611mNlBcgjF0Ji/tDKTEpptXcxbHY6I1kXyxkgcXaWxgJLkwHSbAfKWhqNs+eF85/eAiu+vmKSxCEDZIznVBfI1nStdkesAatFWQGStCAEQjWMUICwfbUpaydH9xj/GSRHDgts1gIm0IZL5VGcY3igCV4VvGYCLRZMXrc5BgOywMoawkzF9jz/Y/RYEDLcbGNIm6OC701EGOG0opsgdF5wlP2+c/QJu9WdmwCAC5pOalNRNVeAGBH72bej/1sgZwW5mF4upDuagbT6gCtAAqUVR7JLWRWuLlutUGeyurO1LV4nVjWbbSPGtYDnAlkB0ukEzAJLUoAYsgV4sVTuFBddzP3OAJlCAsSEvbN7h/47s1hgAUCt5U6ANDvdW2BNggLEBXTvp/U4XYdyAb2qUICIMGytAsRkn8QVIOoMEHludbLAEmqGglUBQkQpESXjhkqxgCcfXdGSbAXfw/HVWQDAQ+fD+UuX4QLoyXyhBGbP0ZElACOx5BD0Vid1j2zKZImrBVYhzstSWmBJ9mjjjJsOLuIjb30OXvXUo9ZjFyUFyCMXwnE9tmsudex+oQCRCJBUBoi5wU1YYEkKEP5aiddnY+R5nsECK/y/wDJAdOQljfGET6cAYlKZ9ljbbM6U51VVCPp2syMIIZ4BUhIWWDkB0k/kBEiOiYfNWsCEzdzHfiwgyz9dkVtgjQ5xCHo2+yS64c/myoGRY17qOnJFbDuSLyFGCVpU6zx7VaB7XqngpTrLcvQJq4aOv8uPqn+eEyBdY7aUVBPQfFYqeCmvcBVRAaQVIFRg6QTmzI6q1D2ZtMAK/6dCli8smtIb2TqzwBKFBZ0CJCoaTDD/kVKAcNJqUc4Aoa5khS0LD8UtSZY6guztUwZIVwSIodBeKuQEiA6ZFSBZCZAuLbBaE5IfYUNcrEtaYMmKXmHtx9YYNB+WJNcElVqEoMpu0GaASMeKXAqTBRaz2LJlgEyCiseGq3aHhfGHzoVEYU2RHUCYUWRkAXHuCx9zXcA2oFAMFOLnyWNIREdRhKBbLLBIwVMqCCWAMgS9Fc/30wRZAXLyYnhfOhoRXRwiu3FtO0E8pTNAkte4DG4fCSTVWapmVCK16DidBRY1fhQLnjhWb+c5+WpWgkwe8nlQXoeqQtC5GoRn+eQWWIPBdM0gOXYkeBfHx75+IdNzhR1PToCMFMuzcTE9S5bLllj05eM3bJDqJg9gnlzogthskC0KcowGcZd6PmeOFeYNBUNdYS8nQLqGbIHFw7Rlm8WKIBeSHuNyMwW32FAV9OhnLgqQokUB0u4EooAUetib7ULo6ZNcwJsVqp3kmBX9NGlVNSpA4i5W2UqVji8Yrp/NVnYFSDNwW/PkCpDusd5Yz3T8IAgQowJkTNUDrpiVQ9A16wK6Fnk3c0MqbhNUIcCEulIBou4Or4u5tZD4PUYLLNadblLaAXHRdZIVdFftngcAfD1SgMjd/BxU4JbHRaUAqRisH+tSngG3QJOJjZZULC8ZirhBELB8Ec8cgj5BCpAskAmQU5fD+ezwykzqWMoA2W52EkHrMgEiVF6aEPS4iSNW9NAloco+E2NkUWbRWiZUgJiVP9NARhLmRU0kHBOaWytFP7UOnVMRIPWYxOR2YDSeWTNyc5iREyA5Jh48iO0H3v3JTM/dyO14xgI8gD6LnUteiB0dYgVINgJkg2WA5BgtVF0oLthmvus5RoduCJBNRchejj6jlO7aE2hoOs7zDJCuIVtgkZJU9RlP2Dyw64ZC0+cr4X2NF+FV1xdXbPDX5a/JCwH8f7lblj+nUvLtthHTkAFC/uT1pGpnoZrOBqP7TL3VEX87QawBiwVx3iijgAp+JqIhS9h2NwoQ07GTQoBMQgZIljD7ZtuNAAHSKpD4mp7s8okISJYUIDNyBkg0v3GbIxGCXlATlc4WWAU1USEXZsuWIqr8+gVJCSZDnpcnEQeXwyL42SgIu6YZP0CfzUKkV0IBYiCxatK6nyuAZEVlTJIl80JUSoB2JxDqv3LBF/c11XDL9mjTAlp30NqFiugrs+ksn2qpIOxvTzMbrIYgkSIFSDSuW4r9XavdEdcdXeOeFys25PHkPyPiQzem9LoFz0vdk2W0NWqyScTehciabD0cE6plqSz2VRZYOkcT05jk6B6T/4nLsePBFzE6pluH2AIrLzCMEsWCLyb9y5kIkOmUw04C6Ka+UW+lihIm5Bkg44PuFSCTE0Q4zVDZ7tiwabBKyNEnlNO+zQI6yx1TQS5XgBgxK9l2mKwxtQQIrQWj53CPa9X1Ja89eGYIoS0V2qgYJN8v+XPKBV8UGGwe9pMcGsoVINvNNp7/yx8AENuhcvCinjwWvPO5JFnf0Oeh5FW07yNL1gSFoKvCsVVoB21job04Idf1cmV56L9z0BkgjXbD6VhZBTItGSCUI/D1c5GCQGOBxfdWdO0RMVsuyESlKUA73bkvrKq0FljJQntTMx8GQZDIPyhpiBVCZwoIEDn/TWRYKfZVulwP2otxBQiNoYoAkRuf+DUgKzuIfKKxMJFYfPyLjABRKUCmtemR1ipkKU2NhbIdJGF1LiRGLm/F81hTXGNJBchWs61YcySbLsTXhjVPUyJYSr56TDlJbLPAmgYyksCzWYIgwKVobFQklghBZ/ksNObyGsjFAjBHduTVixxTgdfdHYZM7VvUb3RUyLvRxwdkg8Vv6DbIHpY5hgdasAVBtgwJVddRjtGg6wwQ6tDLr7uRQpdnYAJ1XM/mBOTgYFSAdGGBNSFZAaMCbfRPXtxCEATGYlDR90TgZr0dbz5VqhHKODJ72usVIDIBEmeAqIsRZBlR1BQW5Ned5JqBUIA02vjsqSvi56q/iRe7+Fg0WRdrQgESFQqoq71USBcgCINUgARBMBUWWAvlhaH/ziyEBgBst7btB0VodVp9UIBM8MUH4MnHlgEAnzx5CUEQiMaImZQFFiMfo+Kz6O6XVDDGAO2m3gJLJirkBhtxXWvWOYlibjHOANFZCE7DGBIBcrnWxHazLc7BoqLbXGchKPZi5bQCRJUrJ5MPvElAPtfNVrKzn8ZaGa7NfhZaYIVfqwisaVWAyBZYZC29OKNepwurMm5Nx2zggHiPHQTp/Cx+zfDsjzJTfMmQVVxEbsljSmRLscAUIJa1zKQTygCwN6o/kjXZpa1wDKm2xUE1R5UCZFFq3MlD0AeD6ZpBcuxYfNfTrwKg9gg2Ic8AGR8QS35pM4MCJLohqHxPcwwWlWJBdAtlscHayK+5sUG3Flg0z+bKq9FC1XVuw6Zi05ujzyhWAE9zbWgVIHkGSLcgNcHJi1v4w088lsgAkeF5niBMaMMZBAF7TtoPva7yQ5eCeisKj3N5c68r+MW+5snCgj44NPx/kj3shQKk3gL/Kx69lC58F/zYmoN3Jm+x9X61zJUz4fmkQmrZ1xMg6033rAlSfjQ67uoBowXWhBCbM8UZFLzxvl8MIgMESKt9pqVgd8uhJZQLPs5vNPDIha1YASKtC1S5ADQvlaQidNVAgDTa6cI1ERBycVSeW20WWHzOLRftGSAyMT2JWI72y2u1priPeR6woNhXxcqc5PnbVDTDOFlgsTEUYyMVZ5tCAZK0wCJihIPf50q+L+5rygyQVpKEmRbQWiW2wDIrQGZIqcPugTJBMVMqiGtXVvnTtVwu+AklqVkBIuW6aLIpEhkgVjIybv6YdFRLBUF2nFnfFs28KgWI2QIrOeZ5CPpgkFcvckwFRAim4qZtQmyBlRcYRg1a0F1yVIDI3X85hg9anGXJbcmvufFBtxZYtHjOicfRgjokVQVaHbYUwZc5+gzPA0oaG6zWtjrvI88A6Ro3HVgUX3/i4UuiiKCywAKAo7tChc7DLECWamX8OVQ4UhGMdckOREWWyHkBugwQuavVWQEywUUD6oDcarQT1rW6oqXKmuVM5H++WC2iUiyI80YFNdFJXqhq30c3ChBX+6Qw3NdggeVNxhzseR7my/NOxx5dODrgd6NGFgKk0W5kynHhIPunSS/YVYoF3HQwnDc/9/iVOANEWtN5nofZaG4jex5hhSOdA3OAdloBorOqkudWIjR0FlhNqZvdlgEyDQQIt8BaY+pF1T1BR2qoFCAVAwGy3Ux/RnQqgKbIAInyIkwWWNHPfC+8p/kaAisIgnhOnzIFyKKsACE1gELRA/BcrHic6q0k6eR5XkxoSNek3HRBqBhU5ToLLFMGSGyBZQ5Bn3RCmbAvygE5fWVbNPOuzKXHUNV8SKRXKgOkaFbR5OgO0zWD5NixmC2FE0azHWSyA8lD0McHFIR+ecutmM4XaHkWwWiw1EUQ+qYowOZFvVGjawus3HpuLNBVBohQYOVjN1CUZvSPNRXFulwB0jVW5yv4+W+6BQBwfqPOAs3V5+2avWEx98FzYfGbjve9ZN4EXV/Kgh51KUtBvSoFCDlM2EJ/6ffJVk4yaCNcnuDg0FnywG60xPkHgBsZmcWh6i4/dTm8jg4uh9eabLdRF5YgegVIAHdfbcoAcVYPGDJACl4BhQkiNudLbgTI1ctXD/idqJFlHLfb7nZZ+gyQyb32CNftC8f0q2c2jI0RV+0JyfyvnQ3nSyIi5OBik3qgoZizdITwtqyIs1jA0DwZqlU8awZIO4gLtJMKnsF4cTMkZLVqAU0IutiLKRQgpnseV1+IfAJpbFqSWqBc0JNScng3fS5kBUirE4hGhcqU7T12RZkeVyJLM2pKk+2QCCq7ObEuYKSGTpUlr18IZYOqPB4nCkFXF+a5qsO2lmkJu6zJn08BYN9SnANiygDhFqBkGaZXgOhtyXJ0j+n4xOXY8eAdCVlssPIQ9PHBCmWA1Ny66+iG7nnT1w0yKaDulLWaewE9V4CMD7oPQZ9OGfqkoZsMkM2c9B8OyoYcEJUNVk6A9IS9Uefd+c2G6J7UKUCuiQp6D54NFSDr7J7keSo7CL0CRFhgKdQibVkB4lkIkBJZYFE4sK7glyxETCLo3hMEwMXNuvj5f/q2O5XHq4p4j0cEyOGVkACJz1t4fmObDz0BkgVEZjgrQKDPAJmU/A+Caw7IieUTA34nvSOLWkSbATLB1x7hun3hmH717LpSDUC4YX9ISn7p9BqAmIgoZglBF3Nc/PpEIqXnQ5pboxB0TVg6Qe5Mt2WAtKnrfILHkBfGH7sUridsagFeG2m1O2JMEhkgNM8q6ijC+paRD2WNDZJOAdIwWGCJ8RP3yeRx21Pc9LgyWxbEz8MX4py4LGPaUBEgmiYO+RojmBQgDUlhoiO/aNyKnACxqLGmRwES5oCcWTNbYPExonNDymU590VHNOXoDdM1g+TYseC+n1vNDMVYEcicFxhGjaXoJuGqAOESTm+CO3kmGbQIz6QAyTNAxgbdZoDIIZU5RoNuMkBMhY4cfYTOAgtQB6HnBEhPWJ0P1w/n1+uC0J3XEiBh5/PXIgWIrvMutplIbzy3pW7YsqIYIG/uddYs3I+bH6/LAGm2J79rslqM/cnPrIUEyEtuPYCjq2riUFXIOXVJUoAw65QgCGJiyddbYGVBVgusZqeZUhAQJo0AcVWA3LjrxgG/k96RJTBdrwCZ/D3Hib2xAmRTY4EFADfsD4mSLz0R5uXQ/CUr0KoO6oEKe44uIDlFCFsKgHEouzlriUAKEH+C943Fgi/yPv7ic6cB6NUCYlzYOnGLkQlc9SNILMWacltY3yoyQOQQ9HZSKVU0WWCJvJBwPHQWWHLY/TTB9z3sjtYwpLSaLRdSKitC1SEEPTxOPZ5yzg7B1FQlK0x0xGSbFCCF2AIrCNTX4zRlgADAfqEAqeOiIQSdjxFdK3EIevJ4HdGUozdM1wySY0eDLHW2MihA8kDm8cFCxmKs8CPNu9BHhlgBkoUAyS2wxgVUINyotxAoAgd1yBUg44GuLLAiAiTPABkw+qoAya8zG/bMh513FzbrLANEXWQ+EG1SL2yEhXedZRYVB1QdzbICpKwID6XNPRXaCpbCDhX8RLFI0zWpK0BOEnzfE37Z1FluWhNUy+mO18dTFljJokLcJNMnBUiU5+Eagm4iSiYlAJ3gogDxPR/X77p+CO+mN3SrAAmCIBHwO+kQBMjZDVFcU3Wck1LkofORBZZGQaGy5SHIAc2AnqgQVkukALGEoMuFWZ21FmFaSCw6T3/5+TMA9GqBGYVaYCvah5UKXmJM6NhmO0id7zh/w26BJds0ljVkV/jcJKGvC0Gvs8/QNDY97onUA6RM1VmaASwTyxCCHh6nscBSZPIA5j2FPKZ6C6zYYi55T06/5jTk8XDsXYwyQNa2cTbKKFMpQLh6l/JR1jTZdXkI+mAwuavnHDkkUEGnOwusvBg0asxltOOpSUF5OYYPWqBlIkAa+TU3LqAxaLaDTEX0Wp4BMhboxgJrS1hg5WM3UJQMBEhDRYCYQtAnq1g6CpACZLvZEdkQS5qCEK0VKQNuox6FyEobT5MCRM7tUBUOqClWdCYX1IU5uXMzDg5VF/Do+Em2cAGAa6MMgo8/cgmAuRGpWkyHoD9xJSwwEKGVKCp0OkJZUy32RwFSa4efK1OwOUe9Xdc+NikB6AQXAuTg3EEsV5YH/2Z6RBYCpM3mZX7ZTnrxHAAOLM0krplDyzPKoqvIm5BC0GUFmpMFFiu46jNAkgrjosXSqtlKWijFxIqOQE5aE04q5IKormAuiuVsXHSNMHw/zccxDCBXZIDoiuASSWYMQScFiG9WgLSkAvy0gWw8f/l9XwGQtkLimFGoemh8eFOoTpUlLLCk+olpT9GQrMpKTP3DG+g4qcHnSfXYT74dHcf+iAB57xfO4Eun11HwPVy/P33vLPieUMDSdaxTgMQ2c+5NijnsmM5ZJMeOBHWPZbFzyf3QxwdUkHMlQPIu9NEjDkF3v+Zy1dX4YI5tfrLkgIgQ9NwCa6ToxgIrV4AMCWWDBVZTYYFlKqrmFlhWzJaLYg34uVOhooA2ozJk6791iwKkLhX0Wu2O2LjTHKgqHHArCCAuuHWkwo7sYW8PQVeHEE8art0bFgbI9tREypI1j6qIRwUDHkzNSf2ZQqUv75esk3aiAsTFAuvY0jHMmojfMUEmAoRZYHHrumnoWC74nlBPAcAthxaVx9F1SbZJcsA1oaIoyhKEzV9CAaLLAJEIYYsFVrMjz59mArkjCrTKhycGz79pX+J7XeYVFcTrrAi+pVHih5bS4de8aM6JfW6TpupOb3cC8T3tz3mxXIa4/wkFT/Q6ihD08PHJv/ZUIAsswvKMXrkoiI2o4bfdCcS9kY+pivwC9BZYpj0FZf+UJAssIElicoUVX6OorseWZJU26di3mFxrfNe9x3FkV/qe6HmeOH+xBZZZAdLuBFpbvxzZMR2fuBw5EN+UtxTdJzpQSJGuUzDH8ECTPpFSNmxLFhQ5hg/qUMlmgUUZBHlRb9TwfU9kQWQhjkVnbU4+jhQVhe2ODWQRmStABozSjP6xpqIAl2eA9IxVqYCgI0Dos19rttHuBNrMEN31xX23SfmhIkBoc0+WHtTkKHc8i4IiFRaEUkTTwSwRJpOKa/YmSUITKUsNE1vsPrXdTBZxZFuJ2EqnfwRIq9NKBWObjtdh4jJAynYC5PD8YZT8Eip9IpwGhW4tsHjxaVoKdkdW4uLcLQeXlMfMlOnaC9cOTSlzQxynsFoi1FUWWBpbJNnSyq4ASWZI2CywpkUB8vPfdCu4E5Q2MFtBHpPdjkz6e57H8pa4uiD+usrGUKXsaCTuj2SXpFeAxHkhdJ+MLLA098lpUF+pcG49qRi84+iy9lgRVh/dA/nY8uZCrQVWS10/UVl5Ehrt5HVG6h8gOa5CAVLwUfA90HCpLbDUc8mkQl5zPvWqXdpj6TzS/LWmyaIrsTHKg9D7h8me/XPkYJjLaIG13WyL4Lddc/3xCM7RPWj8smaA5EXY0YE6L//Xp07hC4+vOT0nt+AZL1DRbz2Dikcltc4xfFDHZRYLrI2cgBwOTJ3QFx9K/yzPAOkZ3/ikg4nv9y6qC7G8QLDVaAlrl4WKmwUWLyZQAUHVOSl7zes6ntMhvuYO5qZUiJhU3H9iT+L7OUMGCI0Nv0/JNh6e5yWKn3WRE9cfC6zt1rZzADpgVoAUJ4zUXCyr1QEcu6phsWeuZFC/MYzKLmurpbAg1CCpAImvx2npQqfcAQC4++pV5TF0XTbaHTTbnViBJhVPTSHoNMfx/AhdJpKcZWDPANFZYJkzQCacP8aehQpe+eTDie9VIEKDF8kvbIZzk6r2oVIN0NdFP5nroCL+VfdHsrdS2iBJ46e1wJqywGwZ3/KUI4nvn35it/ZYOq80LluRGtLzkqQGjb2sYo3zsdIKIECTASKpRrgCjF/zLXndIzLNVCHo06XqWZ1PXoPX79NbR9L8SZ9rUoDI1md8nZfngPQPEz7958gRYyZjCDrJ7ou+h0WNdDTH8JA1A4S6MPMi7OjAO45+6S+/ZD0+CII8A2TMMJ/xugNyC6xxAW1AMilActvH4cBkgfWXP57+mTEDJB8rF/zT5yUDmHXNEZWiLzbcm/W2mPtk6wFdCDo12VRLvijWiEIQ74QMkpt7XWey3gJLZ/kyHRZYR1dn8evf9mTx/axhTlLdp2Ib1HSwcpMpQGb7RIDU2jU0O+5q1+329ChArl662nrMSnUFgJtdFuCWKzIImJQ5MhIKkDZXgExHwY4XS59ybEV5DLc82mq0U5kNBLoOVfY5qtDlomY+bEjzIVlgtbQEiC4EXX18e0oUIECy4Hq3pts8VgvE43Jxox49P02AqMLsdU1PKnKKLNA4WSLC0k0WWJYQ9PaU3Pd0eNEt+/H7/+RpOLBUxcGlKp56XK8ekMdUrOvLxURAfJzLI2eARGSGtIczZYCk1ym+eH3euCqur+h9xJlm+hD0ackAKfgeDq/E6u+jCvsrgrgmogwjnQKEE01Zmt1ymDGds0iOHQnyPaw13Ap5FzbDBcDKXDlxw8gxGmQtxG438iLsqMEXwy5XUK3ZFkGSpmJHjuFhvpoMuHRBHFKZk4+jRMVQcNAhzgDJx26gsHnhb11Mfp9bYPUM37Eo6Xmx9d9GvYV1ssCqJDeeFYsChN//hBd6IgMkubmn/+VwXrkDlv7XWbhQJ+Y0FA1O7I2L4KY5iYoC6wkCJK0CFueOZYDMlvpngdUvBcikZYDcue9Oq2qFCBBSgtgwKgKk+wyQ8Hr0PPe5ZtzxA886gdsOL+Gdr3uy9m8qF3xBVtQa7VQhlGCywIoVINwCS6OIkxQgNgssWUHH5wAVBDE9Bft+XlS+dq+aeFQRGhdNCpByehzp61RotoLYqCvD0qMxNBTW6X4WK0CSx02bWkCG53m4++pV/L83PwN/8eZnJIhHGbKqR7euV5FfgN4CixQhagusNAGlqtvI42Rq6BA2oVNARhJ+/dvuxGy5gBfcvM94nygz8nC72RbzntyI43lebJeVK0D6hun5xOXY8aCJftNRAXJpM+zk2jWb21+NA4THc6Od8v5UYTvPIRg57j0RS+ZdCA2e7zKbj9tYYL5C86Y7AVLL7efGAnFIczcZIHlRfaCY09sXAAAun0x+nxMgfcF1+9y6z+P1RisOQZc2nlVxfUkKEAUBEnc/pzNA/KjQRv/Le1jZ0opbuKjWQqLjeQo6YQ+xEGZTwCeNzUbCAktVVI27v6nIM2fK48mAZqeZqXheb9e1jxW9ybqmZ0uzuGPvHcZjdlVC4sOVAFkqqzMnBo1eM0CmRf0BAEd2zeL//OB9ePGtB7THeJ7H9tetOLNBmn+EBZaqeKrKACGlhi4DRCKE9RZYkoLAkgHSbk9P1/nrn34c+xer+KfPu07byCksrVhtJLbASpPDKsuseL+dHHMVsaE61pRr1ZKUHXR5ySHo03j9qbBQLQl7aR3oeqS1P63r06H2dE26WWBlUYAA8TqKK0A6cuOHgcAUqp4pGtNbDi3hI299Dt75ujuNx3FiiNagngfMK+yJBVnSykPQ+4XJXz3nyBFhXjERmxArQCarE2tawVlvl2JsngEyelSKBfybV94GwO26iwPQC1PTQTfpmFd4q9sgrEeK+RJilKgobHdsoGswV4AMGFc9w/x4YyP5fZ4B0hf8yqvvwLHVWfy7b32S8ThuubkReS/LGSAVjae9sMAqcwVIOo9HWMWkvOnlgl+yAMSLhE1FwWhaLLCApL2OiQBZkDpNO51AnGu+BuTFlti2pYyC159raK3hlnUGTJcCBABu2HWD8XGhAJlxJEAqoyFAtprdZoBMdwaBCTxjU5dBRIXzdidIkRVERnLSVkdUpDNALJaAqdB0SwZIkCSmJxmHV2bx0R9/Dn7oOddqj5lhxFQQ/e0XNsK5abfKAqucvu+R40LaAis8h3wNqiqux93uJguspFVkIBEgdNxOvP5kyDktMQGizjGrNTQWWHIIurDVVai46Lpk1z3NC0kFSHKc6HiVIqs5pXPq0kzJ+jfFtnAdkf8xXykqayMlsddzV/vnMGOyWlBy5DBgOVJyXNpyk6hfijogVhUdEDmGD/LlbncCbNbbKR9EGdsKmW2O4SML8UiLpNz+anxAti9ZMkBquYpgLCDk6o4KkBbzxc9D0AeMfbeYH6+vJ783ZYBMYLF0VLjxwCLe/2PPsh4Xdy7GGSCyAkQVbA6oFSAVhQJELjLYMkBkv3QgLDrIXZrTZIEFAG953nX40FfP40W36LvQZQUIP89JC6y42BKHpPuoFCqZwq91yESAdAwh6BOmAAGA44vHjY9ntcAaFQGSSQHCCMi4A33yicesoIaJzXorZdlHqJbj72vNtng8CGKysqLI65GJCiqSpxUgGktA6f24ZoBMu5KAQER9SEwFKBc9owWWyjJrTaOSrCgUA7FFLleAmJQFyesqVkqqFSDTVizvBlVpjLaoubBSkI6LMkBkBUgrPUb8e1cFyDxbRxHkDJAiK/TLmLYMkCzgVn3UgKhT/sh5ITl6x867i+eYWqxGN3K6sdtAx+UKkPGA7MttQy0PYh4LxJ209s4E6lLJA9DHBwsKaxEbSKFl8qjNMXjoCrQ6bLENbU5eDRieB9zx7frH67ICxBCunFtg9R1k/ZewwNIoQGQ/7JqiG7bM/OxpU5/ysi/oCn7JzkreJW3qmJ0GCywA+OHnXIs/+N57jPcToVSM1oa8OFdVWGA1Ox3WiRwSIP1AFgLEaIE1gdf0VUtXGR9friwDcCdAFsuLvb6lrtBrBshOLMDO0nzZbMeZG1LRslzwQaIKfn22OoHI/qsUmFpLk3VE82ZJmjftFljJzAFtBkj0+3aKCr3KCHTaN5MDhjIDRARnx2NIHeq6gOYEAULKvCIfa/0Y6izM5PukbJW1kxHbzVEGiFkBks4A0VhgGciKhqS0AmLCZdMhA0QVgj6NGSCuKLNrYk1cX+p1gWlccnSHnfeJyzG1WMlKgGzpPTBzjAZZgtBzC6zxgMoDVIe1mvkmn2P4oAVsVwqQXEUwUtDmRdWtpcKVrfD6Kxf9xCYmx4BQNXQ416VCap4BMlTMMusGnQKEcqrkuVEoQLgFFrue6HqUiwy0ydd1PAsPdN8T3cnKTswdWAiisaFCHJ3bgu8lsghKfjoEvVIsoFzoT9bfmnzdGmCywJpEAsSkACl4BfE3rVZXtcdxEGEybDRNZLOEac8AccVsKcpMqrdFIVOefzzPE0Vvrkq9HK07PC85Z6oyQIIgiAutZAloywBpJd8PKQlanSBlowTsvHEsFTxRjKZ980WDA4awTUoQINShrmsSiI+tKxQgpjFsyRZYEYvWkTNA2juXgJQxI1lb1TQh6FVNTiBvDuAQ46lQlcvrFCBpJUqQM0DKGqIT2HnXIgfPNrIpQGh9mYeg9w87Z/WcY+rRrQJk12yuABkXZCmmxzkEOQEySmSxwCJ7OrKryzF6dGOBtalZbOcYLspCAeK2KH74wiYA4MhKf0KBc1hQNgRypyyw8gyQYYLft2jukzNAqDtWtlWtKZoveCGh3gqLhLS5p+uUGqZ1ChBeyDdteKfNAssFVHjbkBQgcg4V7zYVNh9FH9VitS/vI4sCpNnWF9onkQDZPbMb1yxdo3zsGw5/g/h6dcaNABmVBVYWJBQgO7gAO8sUc6TklounQExw8OL5o5dC67kDi9UEUayyBOSKN9kCqxOocz1kyyxeTFXFgOw0KyXP8xK2Vp1OgCtRM9qKov5hIkBkBYjSAkuhAOF2PzKEBRZrAAAA+dbX2sHFchkxARKOi04BEue5JBUg2y31NVwxKA2akjILUO//YwVIUsGles2dPKZxBkjAFFZmBQjNvTl6R06A5JgarMx2a4GVF2PHBVRwOLeutw4g1HMLrLHAbAbbMtOiO8doIHur29DuxOGyOQEyWtDc11KEjqrw8IWwEHHV7rmBvq8cESoL+sdSIeiGjc0EFkvHHbHyrS3mPlkBQmvDS5vJQrbKAqtY8EF7+Eark9jsxxkg6k7IlmSBBcSbYxW5uROtQARRv91CEASigCMrgEUIeocpQEp+/xQg/coAmcBr2vM8fNct35X6edEr4jU3vkZ8v1JZcXq9SSBAcgVIiFlGbFAjxdFds6njiJDkBddHL4brjiPS8aoMEL6Oka0D5ccJsiVXgR2vygHZiVZmnNTYaLQEMbQ4k96LxWRJfO6oQCsrQMqK+9S2Ym8ehzibLLCSCpC2pACRw7V3MqhZdCsitPQZIEmrLILOQSPOMlOEoCvWKUIB0oj3j6kMEF9PfrXaO6+Zg8CbNdZqRDCq1wVLUc3kdz/6yHDe3A7AQFfPP//zP497770Xs7OzWF5eHuSvypEDq/PUrdcUEjwTTBLQHKMBLahPXrSHVdINPc8hGC2oA6Te6ig9PjmEAkSx6M4xGixksJ0Dkl1hcrdRjuGCn3+XzqCHz4eFi2OrOQEyFJgIkEwKkPw66zfIvu/iZl0UxOTu1l2aphoqHsgEMFdk8Y5YUcjTeJs3pA5Y/hyzZ/rOKRoQOdWKiA2hAJYKOCWuABE2HwWU/eFbYJkyQAreZK5bX37i5fjF+38RJ5ZPoOgVcdvu2/Crz/5VPO3A08QxC2XDvMcwV5qD7403iZfMAIkKsDvouiPMRBZY59brOLMWfq6v3pNWOFbL6eK5lgBRWOPweZOuZU70umRIcIJKpRgha6WdVEgnMqLWaCesUFUW0irVQKwAkS2w0gSIKl+iZMgAEYS+n8wAkes4OzkwWwYRHUEQ1kJ0ChAag1pDJkDU909VpgtBFYKucu2QCUZhgWUY+510LRLKCQusiGDU1EbeeF+Yv/W+L55R2vrlyI6B7qoajQa+5Vu+Bffccw9+8zd/c5C/KkcOLEcMabsTYG27abXZuRh19eUh6OODLAQI3dBzC6zRgocpb9bbWJrVb2jJCzi3wBofqDxcTdiKOn08L1dfjRrloo+i76HVCbDVaGHJQiw+EnVuHs8VIMNBxWSBJStAcgJkmKB57/SVsJjneXHmB4HWhrVmG7VGO2XvkuqeLBaw3eyg3uqgHBUQfC8uyBU04byqwoKpENFopY+fdsyWCmKuO7dej33mUxZYVFQIEhZYo1CAmCywSv7k7jtecvVL8JKrX4J2p42Cwp5v3mT9x1AtVFEpVDKFkg8bbabMixUgO+e6I1DB9XOnrgAAds+XlesN2o/xRhnaz8mKEVUGCHWZ+158LfN5Tm2hpM4ACR9TdJ1LHeo7AVzVQUp83XqRVDy8aL5edw9BV7kzELlBNma84N2UVAC+plGAxn4nXn8yZkoFeF5IgGzUY1s6uSkjXrMk1xEix0yrANGvO8oJCywKQY8/K3IGiMkCayfPqdwCa01DMBLuvjq0lQyCcE4rF3fO3DUoDPQT9zM/8zN485vfjFtvvXWQvyZHDgDh5pO6mS9YbLCCIBDd6LkCZHxwdDWDAoS6+/Ii7EhRLvpiEcxlsCrEBMjkbv6nDfNZCZBooTtbKsDbQRvIcQVteFwUII9f3gYAHM4zQIaDyqL+sUwh6DnJ328QAXJmLbwm5stFUXghzFeKonOV54BQ8KisPi0zP3ReLKB5UmvtoVB0mBQgO9ECy/c93HAgVBZ89tQV4TNfSVlgUa5AJ9GJ3C/CIQsB0gr01/QkWmDJUJEfADBbnHVSdlSKFcwUx/texC2wdnK38oGlcJz+5svnAABX71aTXFT05uoBWnccWk6OtSoDRFVkLfiesBdUK0CSWUtWBcgOVBJwVcfatoUAyaQASYegbwtymilAipyUSo6hTGDRsKRC0HewBZ0Mz/OEinWr3sblaH0ij88cESDS3pzGaKacnKfLhfB4VwWIKkNSnieLhvyXnTyn0jXRbHXENSkTjATe6KEiknJkx1itnuv1OtbW1hL/cuTIgl1kg2UhQNZqLXEzzYux4wOSSD+awQJLJeHNMVzMiS4QcxGdikgruQJkbLCQMQNEdBpVJr+AMw2YZZsgG0i9I4c95xgQMmWAmAiQfI3Sb1Bh4DQRIIrOO8/zlNlyuu7J2A+9zdQH8TEF0dkqF4DShAaRIeZCxM4qGjzp8DIA4NOPXlb6zAPJsF2eAVIq9IkAyWCBZcI0ECA6eJ6HuZJdZVgpVFAt9CecflDgFlg7uQD70tsOJL6X7awIKvukzYa6eE6FUU5SNBRFVn5sUxmCnpwPfd8D9eaoM0BIZbJzxpErc9YsCpAZRQj6miUEXWWBlVCAsHuVXMBtifufRQGyg4vlKlDz02ajhUcuqFVWtD/YlBqkhIOGvIZRjCdBEI0JC6woS207nQFSFBZYcVOCDFoL7SQyksBt4XQEI4Gfc9WaMEd2jBUB8va3vx1LS0vi35EjR0b9lnJMGGizalOAXIwKsXPlQl5AHyNQZ/LptW1rngQpQOQiRI7hw9VGiRQgSznpODbo1gIrD0AfD8xWSAFiHz+ddU+OAcFkBSNngLRzBcgwQfPeufXQAmteQwrumksTINsW+4hGK1Yf8E7moqLjGdBYYFEhwtDxvJMUIADwpCPLAIAHHr0cF9kkC1QqpGw326IQUyn6fVOAbDY3+/I6k5oB4oqFkj0HpFKooFocbwJEpQDZSYVzwpFds7jpQKxo3Luodk6g65ETICKLR6PW4jZVNBfK1nbCL9+xM12XtwQAVIfdSUQWV3VYLbBKKgUIdahLIeiKgrkqYLvEbcla5gYAWwj6TiyWqxDnb7SFa8axVZkAifYH0v5O10BaYSpWGSrrzapCASQTjGRv1TAoQHbStUiga6LVCeIMEI0CxPc9cY5yAqQ/yLx6/umf/ml4nmf89/GPf7yrN/PWt74VV65cEf8effTRrl4nx87F6pybAuTiZrjpJcVIjvEAhY4GAcQiTQfVIivHaDCvCEJT4XKuABk7iLFrtFKhgypsacL2cowGWSywahqf4BwDQpYQ9Na2/thCbtPZb8iEh0oBAsT3qqQFVrT2kC2whKczt19iVi5R4aatyQDhhZ2SQ8Fvp/lm3x4RIJ89dUUUdGQLVCoScEK/nxZYG80N+0EOmGYFCOCWA1IulMeeAOEKkLhremddd4RDzDpzz7z6njTLirIEUWyVSA2h1mKd4bp8o5Khi7zZShPCwl5LWXSNCrQ7qOg6QyHoDgQIzwshaC2wimnLJNW9jxdw5VyW+P5nDkGnsSzssPueDqS+OHlxCxv1FjwPOLwiESDUINVsJ8KzhY1nJgVIWnkaX5fxa8th9UWRfaZQY+3gMS1FOR7v/8o5fPShiwD0ChAgabGao3dkXoH94A/+IF796lcbjzl+/HhXb6ZSqaBSyTd6ObrHypybAuQSBaDnhdixQrHgY2mmhCu1Ji5uNrCqWWQD0Fog5Bg+5hwJkEuUAWIJa84xPNCCKwjCRbKuE5qQK0DGC8ICy4UAEb6/+dgNBSYCpHY5+b2JACmNd5FwEiHPX7p5j4pEa6whQxsgSsWDZgelgsLL3tMpQNLWEpxMkUGFiJ0WhHnNnnnMlQvYbLTxucfDMOaUAiQqpPACbLmPIej9UoBMPQFSshMg1UJ17C2wuAKE9hw7tflj/2I8VnsW1HuzxWg9SZ72QKwAkZvVuAUMIZ7b1BZYjZbeAovPnyXfxzY6qbkWiAu0OykEnc59reGiAInJEgJZHC1UpBB0gwJEVvyUiz5ajXYqA4QIqZIvW2Al3xeNW2kHEVcm0Dz0xSdCW8YDi9XUNUY5IUEQElqyRZ12DdNK7ycaimuT7rec1EpbYNkzQHakAiQ6L3//9YviZ7oMkPj4Nhpt+14vhx2Z7+K7d+/G7t27B/FecuToGasKuwIVyJPUVuzLMXzsmisLAsSEXAEyPohtlPQ35q1GSyyoV3Pl1digUvRR9D20OgE2tlsOBEiuIhgncB9gE5rtjtik5LaBQ0J1GfB8IFB0bG1dCHelVIRp1vSvM+ZBwZOIOWme03XexaG+8RiSukCeA0U3bDsZwE2gTb4c7mqywFKGoO9QC6yC7+GWQ0v42Ncv4mNRx6TcAEPdpjQflgoeCr7XNwVIvV3vy+tMPQHiqAAZ9xB0rgDZ0vjm7xTsX4oJkL06AkQQxvF6RLdXi22t4vmwrlGAiGMV82FDoaATajuVYoTmz+LOmT9nmK0VESCL2nteTJYAoRKD9m6kKCDElkk8BF1HeFEBNzkmRGrReOgtsPIMEA7KMXvXhx8GAFyzNz3n8rX+ZqOFmXIBQRBom6FMKgOl1ZxC3RGPk584RtXMQdfnThzTsmL9tjRjV4Co1Dk5smOgs//JkyfxwAMP4OTJk2i323jggQfwwAMPYGOjPxLiHDlk7HK0wKLusJ3ayTPOWInyIbjlhApikVXcmZuRccK8Qw7BhY1wPCtFPycexwie52XKAdnMCZCxAnV41SwKEO7nvFMLOEOH7wMzu9SPdZpJG6xcATJUyPege65RN3apPK5PXwnHap/kg8+LBw1FBkiBeT5zqCywhAJE5cW9Qy2wAODGKIfgq2fDfaRMZFFxhu5lRED1iwDpF8bt/fQbLgqQol8cewssrgARReAduvY5sOSiAIkIEKYA0an1SwqVm0oNB7BCq5LQ0GeAqBQgDYViZNpRZbZWtBdb1jhgCLIkuufxgmua9FeFoIfPk1U8JQ2JJbI9ojHTWWDt5MBsFejeR4qLH3jWidQxvu+xHJBwXJrtQDxHrp/Q/bLe6iQsswAo1zSxjV1aAUJEVtFBAVLagWOqamAxKUBiEthuVZ3DjoFWoX7yJ38S/+2//Tfx/R133AEA+Ju/+Rs885nPHOSvzrFD4WqBtSUUIDtzITvOiENH9RkgQRDEvrLlnbOIHVdQEdZUQD+/EXZO7p6vwNtB0vNJwHyliCu1phMBUovmzrmcPB4LzDgqQIgg8b10wGiOAWJuN7B1Xv3Y1nmgGgXL5gqQoYIXzherRXzrUw4rj6NrhRouOp0AZ9dDAmT/0ozy2HqrLYo0/ForajNA0kW/uDhosHzZYRZYALBvMVkwP7or6XlORbRNQYCE57FfFlj9wrSHoLc69rUEgLEnQNodngGys+0/uWWSlgCJOpi5ZSAVx1OKAIXKTWSAaIrnagus9PxpygBRFXKnHULV0Wzjy2fCxosTCsUAP3Y7WjPyxja5YK7qSqcCeFkqatP3TWkMZUUjbQ9zBYgZfA9WLvq4+yp1s81suYCtRlvsEbZZM4dcP+HXRLMdJNYYclg9AJbrolCAFCQLLAV52ZbUIjsJKiLPlAFiCqjPkR0D/cS9613vQhAEqX85+ZFjUHC1wBIWBnkn+thBqHgMCpCwOyH8Ou9mHj1cMkDOR11Hu3P7q7EDLbrI59cEIiYX8xyXsQDJ4G0KEJ5bkBOQQ8SswTJ280L8tVEBkhMg/cYca345uDyTsKrikBUgFzYbaLYDeF7aBkalAEmEoGu6kpUKEMNmd6daYAHpc35sVSJACpQBkiRAxk1xMe0WWFutLafjJikDpLbDbXcPLsf3IZ2KW1aAtNpxDofceGHKAKlIc5sgohXZBEIBwoq1RY3aDoBybp52kKrj8lYTD58Pc4xu2K/OKKP93Ho0h9aYgkcOjleFoMsWSAQiteQMg4ak4CHlgGwVSfe9nah8VIHbkS3PlLTrejkncJs1Q8kqKH5NyDkggpxMhKCn1R0dKdeD/ldZYOUZIEmY7InzEPT+YrpXYDl2HIQCZMPs00s3grkd2skzzlhxILHqzI87t8AaPaiYtGnIAKFr0hRsn2M0oM3s+rZedUU4fSXsVD+4PN6Fi52CmTKRj44ESH7PGy5mNRZYQJgDQjApQHILrL6DbzRNmVQVZh0CAGfWQqJqz3wl7VPPumGLBQUBoinsqCxcdHYhAPe833mFoL2LMgEyl/ieijPCAqs0nhZY006A3LX/Lnzo1Ie0jx9dOAoAWKwsZnrdSqHStxwWF6gyQHaqAuTGA4v46ZfdhP1LM9piKzXGXKlRtznbq+kyQFjxVKfOMDVZmbIJVBkgqjDnaQft0T716CV0gtBqWqfiIaXP+nYL7U4gmmtUxVlVaHZMVCQ/IzoVj9wAoLPA2snFchW4AmR5Vn9/ExZYjSShpWqG4oRIgtRqd8R1w63jZWu6IAhSSh2jBVY7zwDhMDWnlTUEYo7uMN0rsBw7DsejzdDjV7ZxYaOuLbZuihDL/BIYN+yatee4UBeQ7+1M78hxg0uGBNnS5QqQ8QNteNYcCJDHr6jtX3KMBkIB0jSrd6h4kxMgQ8acQQHCrbFMCpDcAqvv4BvN1Tk9KR9bYIXXzxNi/kuTUtwPvVRQZYCoFSCxD3Y6BF2tAEl3Yu4U7F2wWWCRAiQcL6EAKeQEyDDxlH1PMT7+1P1PBQCsVlczve7umd04tXGq6/eVFVwBst3UF4J3Cl7/9KuMj1OwNllg8eyxtAIkPcc1NHPbvJEASSsDaK5VWWY1NEHr04zdUS3koXOh+uPafQvaYiu3OtvYbrHsm/ScxW15giCA53lxpkdBTYDIpH5dCk0nlYnM/YvA7B1431OB23guz+j31TF5GI6jScnm+x7KBR+Ndidha8aJTD7/0TVH1yBf2lDDR1kRlE5o72BSK2uWjSkXLkd27JzZP8eOwK65Mq7fF8o6P/b1i9rjhAIkzwAZOxBpdXpNXxDaZjfw3M5l9DBtTgjn1nMFyLhiKeoeurzlogAJr8sDigJgjuFDZIBYFCDbhi6+HAOEyQIroQDJQ9BHBZMCJLbACjedtC7Zv5geE7UFFisWaLqSmwpribLCHiZ8biCKDKUdaAXCLbB2zZUVIejqDJCxU4B4002A3Lz7Ztx36D7lY3tm9uCNt74RALCralDISSj7ZSyWsylGeoVKAZI3EeixKDXT0F6tUvRTezVVQdymANlQrHNUllbCmkmloNuBGSBkLU04aFi/l4u+WCdeqTXF514OsQfi89wJYiJfV9TW3dNIPVItWiywdnCxXIV9TA25lEEBsi0RTjJUzRfcYpdfZyWJ3OA5H0RUFQ15Zjs514X20kCYe/NNdxwyHq/K28nRPXbO7J9jx+Cea8KOor83ECC0OZI3TzlGj6v3hCqeB89taI+p5Z1YYwWXEPRYAZITIOMG6h66XDMTIEEQiEWbqgCYY/iYc7Qvy+fMEWHW0OG8yRUgeQj6sEH1uOfeuE97DBV9qJBH19mSIgOpXIjJEirquATzNhSZHjoFCC8eyUHBOwHc6uNJh5dSjxdlC6xiboE1Cviej19+5i8LooPwmhteg99+0W/j8MJhANkUIPPlecyWZu0H9hFcAZITIHZQBshGvYVOJzAWWylgWZUBIqsz5oXNbnqPIeZaNh/K8zYhCILYAmsHKUBkkl9nf0WgMPsrtaZRAcLPOd2rSA0gZ4DQsWkCJCKwUgqQ5H1yJwdmq3B4JZ4LVxwIkM1o/qpZ5rHYakmtfuM5MEXJxo73dogMEAcFyE5SYxG4EvjzP/MC/LtvfZLx+DwDpL+Y7hVYjh2J41Eo4jlDDkicAZJfAuOGE3vnAQBn1upY226KBTWHrYMhx3DhEoJ+OQq13zU3XoWIHHFRyaYAubjZQKPdgecB+3ICZCxw1e6QMP7iE+vG43Z6gOvIYLTAyhUgo8T7f/RZePD8Bp5+Qj9GVEAnCwjZriNxbIkpQKJNf4V1zVJnq1zYoa5JVbio3MGcIEB2oBWI53lYqBSxXm/hO+45nno8tsCiDJDw+3JhvKw3p50AAYBqsYofefKP4Eee/CPaY1ZnMhAgpXnMDJkMbnfiAvq2KATn91AdqHAeBGGINpETqsDxkikDRCqI0l59s5HeY6gUIJQNKRMg/HftJAWI3HhmI0CWZko4s1YPCRCDepifw3qrg7mKXgFS0igB6tL4iftkKisrV4BwHF6J58IFRZ2EQNdOTShAzM1QwsqTZa3qMgRL0Vg0OwoFiE8WWFEGSEehAGnvXAXIP77/anzp9Bped/cxJzv+smZNmKM7TP8KLMeOwzx1oGzri7EbIgMkX8iOGxarJexdqODseh0Pnt3AHUdXUscIWbVCkptj+JiXPEZVoOK6yas0x2hABMiVmj53B4jtX1bnyjtq8zjOuO3wEnwvHJsnrtRwQJPNstMDXEcG1xD0XAEydBxdncXRVXNHOXUS16M1h1ys4Yg3qG3UW8nNPxBv8lOFHYUnvV4BEj93J1pgAcAfff+9OHW5hmddvzf1mLDAakgZILkCZCyRxQJrvjwCAkRlgZU3EWhRKRZQKfqotzpYqzWNzWoqklfnzjBraLJSWVrR3lC2i+G/SzWHTytWZrMpQJZEmH0zLpgr1o4F30PR99DqBGIchFWVLgNEGhNukxa+ZvhzOQS9rckW2angTWgmVYBskxs3Q6k//6qwbR0JRgqQIAiJL97cQc0IRFipCvciL2YHEiD7l6p49xuf5nx8KVeA9BU7Z/bPsWMw7xDITF6IuQXWeIJUIBTYJkNkgBTzjcg4gLJ0TNfcpUgBYvIqzTEa0GbHpgC5tBk+LvsJ5xgdZstFXL8/9EV/4ORl5TFBEODX3/8ggNy+Y+gwZYBwCyytAsQDirlt4KiQUoC09M0XZdY5Gdt6xMfFGSASAaKwgdAFxpKNRMH3ElYUOwnX7VtQkh9AXJAhjK0F1pRngLhiubrsfOx8aR6zxdFZYMXWMfnYmUD76lqzLYhjVbGVz3FBRAqvRY2LC9XkOY4tsBQZIO00AUJ7w7qkAOHFw51ku1Mu+iKgHgD2zJtVpUssy2XLVTEQ3Rv5PYpDG4Iu5WWRxZWsGMgzQJLg59e096Zxo7oJkYi6eUylANHlwHAyqtnuJMaM3h7dk1UWWDs5AyQrKnkIel+xc2b/HDsGtHAyeaLTIirvhh1PUL7AhU21jRl1FeXFvPGAUIAo5OmEK1FxXe5EyjF6LEdjYiVAIhIrH8Pxwg37FwAAJy9uKR//7KkrgkxutNIy9BwDhIsFVhAATTXZj2I1DqvIMXToFSAKCyzmnV0XVi7xcaKww1QcQRCIghAvJlQ03X5U7MuLQGrI54XO47hZYBX8fO0KhMTUcmXZ6dhRWGDV2/EepJZbYDmBCq6b9Ra2KeBaZZ8kdY8DwLogQJKE5ZyhsbGusM2KM0Ck+bMVF+d3WtGV22DZM0CYAsSiHqbsDhqH2AJLzgBRKwHqkqODLuw5zwBJY3eU7fIN1+3RHkN1EiJArtT0OWYAO/+qDJCUBVY8Fq1OwDJ8PHieZIGlCEFva9RCOdLIM0D6i7yNIcfUQShADBZYuQJkvLFo6Ujftkg4cwwXVEC/Umui2e6kOqua7Q7Wo43LsmbRlWN04HJ3E3ICZDxBm9lz62rC+MJGbG1mysbKMQCYQtCJANk4oz8mz/8YKapScYe6IlX2KbxzsugrFCCKcNd2JwA5YpWVChC1D/pOCvDNAnntQed/7BQguQWWwGJ5EZfrl63HjSIEfasVNxWYshByxCBFeK3Rji2wFIRxqci7xwMUC3HjYloBorfAqisssKpS1ztBlzGyE3BweQYPnQ8bLawESDXeE9DYVTUESLWYDJy3WWDJBVzZVlJuOiDkCpA0/uyH78enH72M5964T3sMXQtE4K4JAkSnACH1lCIDJGWBFY9Fq91RXu90jNICq52TWq6g+W271Ua91Ua54AuSKUd25J+4HFMHoQAxSALJHzgnQMYTIpRZU5DNLbDGC5QJEQTA6StpKxdeWF/MCZCxw7IgHM0ZIGSBtZJbYI0V9kSdfTpyg98L/+nzrhvKe8oRoVgBygvqx+prQKsO/NXPGp6f53+MEhWpuGMK9SVLiVqzLY7jhTZfEe7KiwK8gKfrgiUbidIO8q/PArnoNq4WWOP2fkaJudKc83HDVoBsNWMChBrncuW5GbMisLxttAzkZCXNg+saCywRgi7t64MgYCHo8bjIxHX8e6J5eQfOn2976Y04sXceTzm2ghWLFbHYg281YuWThvgjYoQIQlsIelNSQNIY0ZhVJdtJgs5aaydj32IVz795v9EOMyYDw/NnVYAosnlqDbWSi49xsx0o81mLBgWIsK/bgYRkVtA5+tBXz+P6t/0FXviOD474HU028upvjqnDfDWWygZBkGJIm+2OWDDN5QvZscSypSM9VoDk4zcO8H0Ph5Zn8PXzm3jsUg1HdiW79EjJs1gt5ovXMQRtdmjDqrJ3AbgCJC/ejBOom++8jgCJuiqfe+M+PMMglc8xIMytAo119WNbF4Ev/In+ue1csTNKpBQgItsjPUeSRchWoyUIEpUChPtk6zzpdX7puQWWGXIwvAhBL4zXPStXgMRwJUCWKkvDJ0CYAkRY7+b7DiP4PLjdTJMThGTxNCJA6rRXcLPA4sX0RAi6RFwTyAJ0JxIgN+xfxHvf/AwAsHaOH14J93CPXNjCtXvDc6Uj/mi8iShpaogKOuf8nqYKpdepd9oiKyu/92XBjKQAsREgFYUCR2f/53keir6HVidAq9NRWoSWC7TuSStAGoqstBxq0PVDOUn5OesN+dnLMXVYqISTehDESg+OLRaiNpuH2Y0lKCj7is4CK79pjh0OLYcb01OXa6nHrtTCwvlybp00lliaKYnF1dk1fcGVCJA8BH28YLPAoq7KxWp+vxsJjDZY54HGhuHxC/1/PzmcIbpRUxkg6bVHXPhrK33pCyIEnRWAouM8L1kQpK87gdoCaycF+GZBWgEynhZYBS8vohNcCZDF8uLwLbAiBUgQBKJYq7r2c8QQCpB622hX7HmeKGY3LQoQssDakvb0qgI6EBPUlEEiH79TO849z3Oyzbl6T3hNPnRuM7Y/0hAgosCeUoBIGSAKUp8rdKhoHltJqi2wcrukbIjzcBwzQBQKkG2NBRYQ33NbTAFSTTR+0OulFSAqpWwONQQBEo1f7oDSG/JPXI6pQ7Xki84DVQ4IBTWXCt6O7AKZBCzPRKHMNbUlT+7FO344uBx61Z+6lCZAhHVSrhwYS3ieh4NL4fj9h7/+WqrzinBxMyeyxhF2AkTtq51jSJg1BKGvPTG895EjM0Q3pMgAIQus9NpjjhXpGgqliFCAtNMWWLKfc0FxbPh92u8+R4xiKgMkPP/jFoKeK0BiDEoBUi30np9EChCuNMjt58ygDJCtRkvkjy1r1v5C6dYyh6DPRq8pK0B4kTxLCHo+f5pxze55AMDptW2cj8ZQt9+WMyb0GSDpLAjKmfC8+HGdfZnOWiuHGTOSosY1BJ2rU0XNRUGCkeqy2e4o3TligiStAIntz/Lr0QYalwvRPjxvAO4N+dnLMXXwPC8OQq+nFQTk45qrP8YXQgGis8Bq5RZY44ZDy2Fn3qnLW6nHLmyGhdmlvHA+tjgYKXh+/+OP4jc/9HXlMWRllhNZ4wXKALm01UwFTAL6okKOIWFmRf/Y2mPm5x67r7/vJUcmUJdduxOg2e4YFSBUaNhqtJSdjQXKAFFYYMkFuYIiMB3ILbBsKPmToQDJCZAYWRQgWQiQxcpit29JgBQgvGtdtlnLkQRXwj12KTx/R1bUyp0S6zYPgkDbrDEr5UwQaD4sFbxEDgLN26kMkB0cgp4FS7MlrEZK7y88vgYgbX9EkC2WWpp7lEx2AXFRvlKMGwBkxQIhDszO731ZIBNUVFfR5XFWFNdOzWA7LgiOTsAs71iemSEDpG6wyMuRhDxn5fWv3pDfAXJMJUQQukoBEllg5fkf44slEcqsJkDoppl3DYwPDq3oLbC+fDq0eLlmj9tGN8fwcWApLiz8zZfOKo+5EGVM5CHo44Xl2ZLYcHzmscupx3W2EjmGhIomBB0ArpwyP3f/rf19LzkygXfZXdho4OTFrdTPCUIBUm/HdjnsOEFqKELQZUJFKEAk3+xWboFlREoBkhMgY49MFlhFdwus5cpyl+8oRqwA4Vk9eQHWhDgEvYXHIkX4YQsBQuQyKW3ktQoVSFudAB0VgZxSfmkyQHZwCHpWXLU7vC5Pr20D0BdcZXIqtqpSEyA0BgCUmRFyaDeB7oU5+Z8N6RD0cD9gywDh186WwXWjmLiGVQoQdZ4ZoF//5EiDHBgIOQHSG/JPXI6pxLwmMA2ILbBos5pj/EAh6OvbrVQHJMBC0POugbGByABRWGB9/vErAICbDy4N9T3lcAcnE2njw7FRb+HxK+FG6PhqTmSNEzzPw8tvPwgA+PX3P5R6PO6qHK8i4I6BkQCxKEBufWV/30uOTOAb8xf9ygfEJlRpgRUVgjYbrbizkRXmigWDAkQq4BUFWZL8HU3W8ZwjjXQGyHhaYJW8fC4mDMoCa6ViUN45ghQgVKjzvLwD3YY5VhB/NFKAHF5Rj1uZZYCsResUzwPmJIcGTlhwCyWdgk7ObrIdnyONQ9KY6VwzyBaJznUcVi5lgFAIOlOAUME8kd9CGSBSfktsrZWPXRbQ3q7WaOMfHr6I81Ejm44AmVEQUKYMkBKz64ybU9MWWM1UM0dHfFby69GO2w4vJ76v5uesJ+RnL8dUgqR9lxQKAgpBn80JkLEFvzFf3krngGxbQtlyDB+0wXn88naiQysIAnzhiVBCfdOB3i0JcgwGfAGqykj88ulwDPctVvIQ9DHEP7r9EADgkQubqcfWcgXIaGEiQNYsCpDDT+nve8mRCZ7nieuGrydVG3Zaj3SCWHWVVICkrSDsFljJokFMgOTbNxVke6Kjq7PRz8eLcCj4+dqVMCgLrOXqcpfvKAYRIFx55RIivZMxU47nyzNrYbFVR4BQnkqz3RGZnfOVYsLOCkgSxNyap64jQDQ5EhTEnFtg2UFNbQSdBVZVWD+2EQSBQQGSDLwHeAaEXQGSZ4B0B1qX1Ftt/MKff1H83E6AxARUzVBzoWu41ekwe3K7BRa/NnMLLDued9M+kfcI5AqQXpHfAXJMJQ5Egb6PK+x4hAIkL56PLYoFXyy+PnPqSupxuhlX8hvA2GD/UhW+F3ZnUYcJAJzfaGB9uwXPA07snR/hO8xhwj++/2rxtco68AtPrAMAbsxJrLFEtaze8AO5BdbIYVSAPKp/7LZX9/+95MgMWk9yqCwb/v/27j1Kjvo69P2ufve8ekYzmhmN3hII0MMCibdtEMSAFPOIbV4x4XFidA4EbIidXJvjY4NX4msn8SXLN44d7GDinDiLnLMCvj4LHxw4BoJtsAkvA7aFMOJhJCEQ0mg0j37W/aP7V/2r7qrqmlF3V/Xw/aylxUx3zVBSVVdX7/3be+srZA9UFm4kotV7FK8ZILUJDbch6HlaYHnSK0AGuxNy0ooFIjL7CpBkNNl4oyNAC6yqnri/+8K+ZJ90xdvfAss0TStoS+C8MTUEXS2aScejrotmrLZIBdNqT93jsDgxHjWshTl6ZYB7AqRSReBSAcIg+8bGahIgbgFXfQaI/t7mNgPEaQi6rQJEtWAqlBMqCjNA5sY6Prmi1aFhqCfhWhGedpi3o16bTlVA6jjntQoQPaERc0h8idg/q1AB0lg0Ysglm5dY37MA+MhwxmFe8mrH43UhR3i876ghERH5yc63655TK0MoAQyPeDQiI33lQNFvtcTj+HQ5ENSbjHGTE2Jj/Wn568s2iohzAuTFveUEyLGjJEDCyK1tgAgtsAI31xZYKVoGhoE+H0lxSoBEI0Y18OYQmKvO9dBagBQbVYDUJkAqfdBpgeVIbw12xpqF1r/jbBMavQmP12wTkACp8pPUSEVTkowmZ9cCK3XkLbCKZlFypRyvu1lQn61ffLM8+++4Rb2uVTP6DJCpyuJEpzY7hmFYyaecFjjNOcyQ0L+vrSJgCLp/fitAurQWWPp7W22rqoRW7aNYLbC0igF17EzTniwpulSWwJtKXE3mirJvorw48R/+08mu26vX35SWPKx+hnBKTlaPq9WeXDuecYfXrf59PGpwTH3SX4PEv44M/3qYl9TANaeBzFPWDBCyp2H23qPLCZAnXnmn7rnqmyzHMEzUDfNuWwKk/Hrrcym3RXj0JtXsnfrWga9Whv+ucpgPguCpD41eFSB9VIAEwysBUqpPNlpSJBvDYKzfoQLEdSBs7fDe+hkgJW1Va95lBXOs0spJH5guIqxEbyCmtcDSZ1mlYvXH0Esm0drkIwmQKj8tsPoS5Wthu4egi5TbYOUKVF75VdtdobZ3vU6fAeLVZkekeo20JUBcrocprYpAl3OYOQFntRUgTokpkern8OmcvwqQfFGfAeI0BN253Zkagk6wfHac4iRu7a9EnCtAvKrI1X1NoWharzf9eCYcKn9Eqskv7mX8S2v3l3RAOTKcdZiX1PAurwoQhqCH29LKMXz7sMMMEIe+oQieKnM/qPVKV4MNvW64EA7q5nYiWx+Ufb2SAFmywP8KTLSPVQFSs+LRNE05nFUfXngNBsIrAeKFCpBQGO711wJLpH6VrGMFSLFxAM+9AkQNgiUI5ET/d1m2oBosj0fiEjX83S9GjIh0J1qb6I8ZfP5Q/LTAGkwPisjsElnNGIIuUm6DpYKvBOsaq52vuWGx+/uYvnpcBVzdKg2cFnm4DkFXM0BqK0BcKu5Qb7Sm9aPbcVEB86lc0daysTZRkYg6VYDUt8BKRCNWuzN9DoV6KyQBMjt6Qknp8/gs4DQDZCLrXkWuFh2UK0Aqx9NW0eNcAWIde+I4vunJZeJfR4Z3AMxLVgusg9O2HpL5Ykm+9ejLIsIMkLAb6FLBdIcESOVG2W1FCoKhevdOagH0Q9PlGyevGy6Eg7q5rW2BVSqZVjJ56YD/FZhoH70Flv6eN6WtymMGSEBIgHS0Qqm+qspvAsRWAeKQ1HAL4MVcZ4AwBN2L/u+ydIH9vcpv8DwdS0siMruZIbMVj3I/pCzsWthwm5GuEREpJ6f8tsFqxhB0EZHJ/KT2uiP42kjtwPONS/0kQEyZUp/rXNpTOwVS3RMgbhUgJLL8qq0YTrklQLQZIPp7pVsFiJ6UUkF2/X3SMAxJxeoTWLTAmhunc73H47NASjueilcVubomFkqmVdWR0itAKse2ZNoXfzjNf4G3dMK5Ugqzx78e5iU1tPJwtmDdVImIfPvHu6zVsMwACbf+rvIHxMlcsW7lgLqp5Q0gXNRN1WGHBAgVIOFnVYDUtMB6c2JGcsWSxCKG40BgBE+tjiyZ9hkD6oNLNGK4ruBDiyXn2Mpqrj+Hpjrj6PoAbW3PeaX2vlIPzEWM+hkgOYcVsCLuFSAqIUIAz5neMWxZbQIk6u+9KxVNzXpo+mwYYlABolncs7jhNsNdw9bXfhMgzaoAyRfzVgus2rkGqLdi0F49tXLIvcInrs2FUDMHulwWtlktsJxmSNRcP5MOAfTyz1ZamcUIojdiGIYtieG24FCfAaInKWrnvqQT9UkppxZYItogdC0Ib/1ul3kycOY0f8cridSlVfSIlKvIqy2w/FWA6NUJ+j2QrXqrSDu62dLvL1Mu96Dwh7MO81JXImq9ceurmX+2qzpPIknwPNR6U3GrDHZ82h6QZQZIOKkKEP01p45dX5oP/GGnEiAz+ZKtTP21/eX2V2P9aQIAIZV06Zusklk9yZjrIFK02FwrQLoWNHc/MCenrBqUf95+inzi7KOsx9xWgtfOltMDO04zQHIuFR1OA9P17WmB5UyvchvqsScxwlIBkowmuRbX+MLpX/B8fqR7xPraTwIkZsR8tdbyI1/KU3k1C7XBVa9gq5oBkiuUZDqnFie6tcCqryBwSyDHHdotiVRXoOuzguBO/4ztdu7rFQN5jyoNfVaIknUYmi1SDe7q97JUgLRHOmFvgTWtJbacKkdsM0Acjqe+WENfzKpex7Sj848WWM3DWYd5yTAMa+iyHjwf6at+AHrl7cm27xf8i0YMq2pgfLraBss0TWuOi9uwPARD3RzZWmBVkiFUgIRfj9a7WU9i7RmfEZFqa0GEj/4hI6utmjvkMbwQbTLXBEiaBEhYnL56SJZrK5vdAtjdNRUgeqLEKanRqAVWyWUIOoFYZ2P9afn7q06Ue//o9Lpj5LcCJB1Pt7RFFe2v6m1buc3z+YXpahWWnwRIT6KnaYPm9QRIgsSjL2euKR+v89aNeG6nz/WotsBqVAFSvb9xm+mhvi+UTClp11t17aWVmT9+Vuen9SHoakaVQ5Ii7dBaya0CJOVUAVJ5L4yQPG6pdE2iSn0WjBjOrePVvUihpM0AsS38iFj3PjnH+S/EcfyiBVbz8K+HeUsFXA9p7VwOTFYD6R86YUnb9wmz0185hge0odoHpvJWi6WxDAHZMFEBdKcWWMwACb9YNGKtvjukJY73HionQGqHIiI8IhHDSoI4VYAwAD1AsZTIXIJxXYPN3xfM2ZiPBLCe6E/GIrYgvFp1bJpiBeWyLj3pnQaml79XATw+vrn5wNoROWFZffujZCzp6+fTsXRLW2C1er5IJ2qU1NCf74o3nkPWE++RaKQ5gbV8MS95Xnez8tXLj5fP/u5x8pVLNnpup7c6ajQEXV0jHWeARGsrQKrXXT3oqq6fUSpAfPGzyly15ZnMVmeAOCZArMoChyB4bQVIvH7bEhUgc/a/b3q/721rZ4CoBIhbFbk61vmiNgOk5ng6vXbd2tfBnd4Cixm4R4azDvOWGtakB/LeqSRA/vS8Y+S01QQXwi5jDUKvHsNdlcqdRZkUFSAh45QAURVYmS4CsJ1guLccJHqzkvTQvx7u8xdAQjBqh4S+8vakPPfbcRGhAiRQhiGSWTr7n6MFVqicumqB3HDWarn9UvegXr/2Ple7KlnvXa5WIuddVjC7zQBhGPPc+a4Aiba2BVYrkyudbNPwJtfn1g6utb72UwHSm+htSQUIref86e9KyPYzVjVceKFWf8/kS42HoMfrF3hkXSro9O/1NlgqQM/10x8/wWl9sal6X3NqlZuO21sriXjNcInYnhepVoCQAJm94xb1+Z4bpuIq1QSI9yIqqwKkWLLaWtUmzhIx99cu7ej905PDSRIgR4SzDvNWn0MFyNuTWRER2eSwOgzhoypADk5VK3dU67LaQXsInmMFyAwVIJ1ErXJ+4+C09ZhKgIz2UQESZnqAIF8syYe+/hP5fx54UUSqCwIQkOXvnd32iR4RnyvW0R6GYcifnnesfHiTe/WwvQLE/gE1qgXdVGLDrQWW2wwQVqLP3axmgLSyAoQEiKPzVpzn+PjRA0fLsr5l1vdBJkB43TVXKl4NdFsJELch6A4VrlmXeZBxrcJDX3Wet1o0cRz98DOfQb3nTeWqx9BzBki+KGYlmZF1aJkkUg3u6hUgxSIJkCOxeXk57uVWYaV0Vf7tc4WSFEv6AHTn66k1A6Rkuia0Eg4JLbfqV7izJUConDki/Oth3lIB10PTBTFNU/aMT8v+w+VAeu1wRITTQJdKgFSTWK/sryRAhkiAhI2VAKncMBVLpux887CIiCzsJZjXCVQCZPfBaXlp32E576//XX7w3F4Rsc9QQvhU+2kX5fBMwdY6kBZYAVt91uy2Z/5HR1JVqyL1H1D1tiBqNav7DJDy924zQJxW2MKb7wqQWFrikRbOAGnh7+5kFx11kWwe2Wx7rDveLbecfIvtsa6YvxZYMaMVM0B43TWT3upoOt9oCHo1MKtkXYagRyKGrTWPUqCSZ1b8rDLvTcVEFTe+U1lk6tQCSx3rYsm0jonb8Us5VItYFSDMAJmTv77seLnsxKXyr9ef7rmd3lljOl+0EiBuixjVvUq5BZZLQqumOl2EGSBz0eVSHYfZ418S81Zfunx63/r9F+Tltw7Ldx571XpuQTcJkE6woLscNNdXo7+yf0pERFYONf4QhPZSQ9BVBcjPXt4v+yaykknH5aQVBPQ6wWKrAmRG/vrBF2XHmxPWcyRAwi2plZnrgyb15xCQo35ndtsXc423QejUzgDR6StX1WrWnEtg1b0ChGHMc+W7AiTe2gqQZJTFIE66493yzXO+Kd//zffl2beelbGeMTlvxXmyKrPKtp3fIejNSjSVEyBUXrWC3urI7xB0vQJkxqUCRG1fyBVtQdciQ9BnZSyTkmdf994mEjGkLxWX8em8tcjUKcGkV/ZM54uSiEWsCp7aNkjqvJjRW2BVjh3FO3MzmknJX1z8nobb6fct07mi1gLLOWSsXkvFUsl6rdW+vhIOCZAcLbBmTZ+twnvRkSEBgnlLz1bryQ/DKPcnRfhtWt4v3/6JyGO/2W89Rgus8FIVIHvGZ+RfnnhNnnm9PH9g2/pRX6XUCJ5KgDy8Y5/sGZ+xPTfCDJBQswIEWj9t5eW3JoPYJSjpAZEtt4g8/CV/208faO3+oCX6035ngJQ//LsN8VUraNXA9EjNamY+/M6e3wRIKpqiBVZAEtGEXLzmYrl4zcWu2/htgdXcIeiVwB73sU2lV4BMNRqC7hBEnck7VxCIqGtk0TYEPV9iCPpsfP6CtbL30Ixcc/oKz+36u8oJkLdVAsTh3zceNSQaMaRYMmUmX5RMOm4ls2oTWOr7rD4EnRkgbWEYhqTjUZnOF2VGqwBxS4DoizVyLjPNrCHoRb0ChCHos2UYhnzid46WtyZmZM1IT9C709FIgGDe6k46n95LB7p4A+0Q7109JIYhsuPNCdl3aEYW9iarCRBaYIVOj/aa+/S/Pmd9/b6jh4LYHcyBaoFVm/wQERnLNA48IDj6asqZmgqQE1cw9ypwWz7jPwFy3AWt3Re0hD4EvS9tX4EeiRhiGOWkRqMZIJGIniwxJWElQGiBNVezaYHV0iHoLfzd7wZdcX8tsCJGRCJGREpmqeH2XmwzQPjs2FQpbaX/dIMEiHMbHe8KEJGaIehF5xXqcLYok5Z7/6jx/LL+dFxeFZH9h8stsJxiLCqwfjhbsI61WxA85VEBQvym9dKJcgKk3ALLewi6WqxRLJmu9zOOr92887bw9slz1gS9C/MCZx3mrb2H6gN4IiLrxvravCeYq4HuhKxdVD5e2//7k7L28z+UiWxBDENk2QJaYIVNj8sKkZNX0v6qU2xcmnF8/EMnLLYF5RA+qpfuvomsbaDo585fK9dvWR3krkH5wx/6227shNbuB1pCb4G1cUn9tdQKFpg1LbA85oXoc0BogTV3yZi/CsZWD0GPR5kBciT8VoCISFPmgNACq3WS2kp/1bYzHXc+Zk6DlK0KEKcESLQ+6MoQ9NZQyf53JlUFiPP7kz4IXcR9DkSqZgi6aZqiukEyA6T1VLuyqVxRDjWsACm/lvQKEPch6FoLLCsZyWsR7cdZh3nrxOXOK16Z/9FZNi0rH8dnXz9o3TSNZdKOK34QrHQ8KuesHbE9tmqoW4Z7mR3RKXpTcasNlpKIReTPfm99QHsEv1Qv3VvueU4uveMxERFZOdQtH3vfSoagh8WyU/1tt+5Drd0PtER/unp/uW6sPgFitYsoeleARGsqQBQrgEfQYNbSUX8VjK0egk4FyJHxOwRdRCQWaVYCRLXAIvjaTKqnfbZQlEPT5ZXmPS7dG5xaYHm10VFVHnoFSLHEEPRWUG3F36pUgLj9+6YTlcoOlQBxaWFmVTNXtitq74FUgLSemsMznStaMz1dK0Ci9RUgtUkNleBynsfDvQzaj7MO89aFG8fkq5cfL3f9p5NEXzCwdf1ocDuFWTthWX/dYytpfxVKhmHIt646UR785BnWY1R/dJ5vXXWi7fu/+MgG1w+lCI/aOQIi7gNFEaCVZzZ+PrO4PfuCptJXSarFG7p4xN6WxW0IesxhYLr+cwQNZs9vBUgqxgyQMPM7BF2kSQkQfQYIr7umUoHRw9mCFTwfyTi/Tq0gqpbQUBUCXi2w9O0LDEFviUy6/DpTQ9DdZqykYrUVIM5D0K0ZIJWAeVGrgqQSvfXSVgVOtQWWW4cHfVFH3m0GiEPy0mrnyfFEAIhoYN6KRSNy0fHlIMKj/9dZMjFTkHcmc/Leo5hH0ElOcAgirKWNWagtW1BNUK1eyKCuTrN2rE/+y5mr5I5HXhYRkd4k1QOdYLyyglLn1k8bAeoZ9n7+6HPbsx9oukjEkO9ee4pM5YqybLB+pXoqEZWJbMEKAKlVz7XtJewVIPVBAwJ4szebGSCmmI03nCMSIEcmHffRAiteaYHVtAoQViu3gqoAef2daTHNcjB0qNstAaKqArQEiGcFiHvQlSHozbWgUgHyyz2HRMR9Vo5akDPTsAWWvVJEewukBVYbpLVWZWoIep9LAiSmzSdT18naBR3q+6xtHg/VrAgOCRC8KywZYF5Ep1rhEERgjku4JWIROWftiDz7+kH5yOYlQe8O5mCgqxqkcev9inBxGlxPq8AQ6m6QAOlmkUYn81pk06W1lhAROThVToD0d9mD4oZhSMQQKZn29h+5gnPLEDTmZ3i2SLnFUr5Un0xuFhIgR8ZPC6xmzwCptnYh+NpMqiLgbVX90ZdyXeFvzfTQgqhZjwoQlQDJaxV0KujKMPvmuvD4MfnWo7usxL5bmyprBkiufNxUgqO+BZY9UaIvAqAFVuulEtUZIBMNZ4CUj4c69iIicR8VIKoaiwoQBIGoBoBQMxxWe6jB6Aivb165WUomN6udaqCrWvXhVvqMcNkzPl33GBUgIdSoAqRrsD37gbbTh4uKiByYKrcMGeiqD4rHIhHJFUu29h9uK2bR2IKUv3ac6VhapNh4u7liBsiRaXcLrFwxZwVgqQBprtrWR4sy7lVatVUBItUKkJRDQtgz6MpxbKqjhnvllFUL5OEdb4mIxwwQlyHotQms6myY8vO2ChA+U7Zcl60CRFWpuswAcUiA1FWAWEPQq9sUVAssksoIAO8AAELvI5uqVQTrxvpkFW2VQs8wDG5UO1hGG+bbxwDtjpBJ1x+nNBUg4TN2vPfzvYvashtov7S2srJUMq22dXrCWakdmC7iPjQdjQ0k69upOknFUi1NUlABcmT8VPKoZFfTWmAVaIHVCrWJ3FGPBMhAd/l1s38yZz1mDdF2mgFiVYDoCRCCrq0y1FNtXebWYswtAVJXARK3V4DoiwBogdV6VqsyXxUg5WOnqlpF6hMgSY9kZJx2dAgAyzoBhN4XP7RejlvUK7+7YZGMepRIA2gOfeg5LbA6wzevOlH+7x/8Sv5oy1Gy/R//Q0RogRVKy98rMnaCyO6n65/rXSQyvLb9+4S2sFpg5QtyaCYvqrtVbQsskWoCRG+BlfXoeQ9vC9L+K0Ba2QIrHmFBwZEYTHlXyMWMmPQlylXizUiAFEoFZu+0SO39yWifewJEBdjfnshaj6nrYSruUQHiNHeAz5BNt7C3mgBJuLxOrCqeSrA8a7XAqq0AUQmQyhD0EkPQ2ynlMAOkUQXIVK68XTxq1B0jr2osFkoiCNxBAwi9VDwq175/lYz1p7n5AdpAvynVkyEIr5NWLJB7/+i98v6jqzMISmbrhvlijqJxkcu+W5/oiMRELvh/RVgRN2+l4+Vr6VSuKAcq8z+6E1HHig6rAsRhBggVILPntwIkHUu3tEqDCpAjM5j2ToAMpAas1rnNqgDJFWmB1Qq1idzBHucB6CLVAPtbWgJEBcidWgKqZJXTEPQY77FNt1A7dmP9zm3qVGBdJa6sCpC4c8WAanGm7mMJlreHqtQ5OFW99jWcAVJJajldIx0TICSVESCiGgAAwGb94vIKyuHeJP2SO4y+qlL/wIEQySwW+c+PiDz1nXIlSKJHZNNVIqPrg94ztJA+BF3N/3Cq/hCprqwsMQOkKbriXZKOpWW6UD8rSZeOpWUyP9my/UhG3YO8aKxRBY2e9IgaR/46yRfzWgUI90LNVFsB0pd2D0upBMhEtiAz+aKk4lHPCpC4Ywss1cqMoGuzDWkVIKtd2lQnrVkQJSkUS9bxqE2EWYmSSoKLaoH2SifKx0PNFYxGDOlJOL82VTs51dbMaXFGMlpfjZUvMo8HwSEBAgAAbHpTcXn28+ey0rjD6R84EDKxhMjJ24PeC7SRngA5qAagdzsHdJkB0nyZZKZhAiQVS0k82ro2VVSAtFbRrPaib0a7sXwpz+uuRWoTF17z5nqTMUnGIpItlOStiayM9aetIGrKISGsjlXeqQUWQdem0ytAVi3sdtymWgFSst2b1rXAqq0AUQkQ5n+0RVcl2bFz32EREc/W41GrBVYlAeJRAaISWiIixco8HpJaCALvAAAAoE6mK24Nw0NnyhdpgQWEhTUEPV+UA5NqALp3BYhtBkiRQOyRGEoNNdymK9bV0iHozABprZJZDbI1qwWWarXETK3mqg1896XdXxuGYVhzQN46nLUGZIvUt1ASqQZi7XMHVAssgq7NpifyVzWoAJnJF23B8EYVIEUqQNpK/fu/VEmALB5wbmkmUn0tebXAUq9zVbElQjUWgsUdNAAAwDzUxwB7IDT0CpBDM+UEiFvQL2LNACkHgUzTtIJ5DEGfm0bzI0RE4tF4S9tUUQHSWsVSNcjmNwHitV2+lLfau6R43TVVPGrYkhGN7lf0OSDZgnsFQfl3q7Y71QRytQKEoGuzLV/QLRGj/N60yGWYfVJLbFgtk6KRuuoCldBSSa5ipQ0k+Y/2SNckepe4zHQREYlW5umoChCne5NUwj7UXoR5PAgWZx0AAMA88tXLj5fTVw/KH5+zJuhdAVChWktM5QpWAKjLZVV5bQWI3jKECpC5OWXRKb6260v2tWwfWlld8m5xzbprXJ+7at1V1td+EyA9cecV6yKqAqT8WqUitrkMw7CSGiLeFSAiIoPd5dfOgcmcdUziUcOxMsBp8DJB19ZJJ6Lys//6AfnZf/0d13ZJ1Rkg+gKA+tdoKlZtlSWitcAiA9IWagaI4qsCxGMGiEqoTGtVW+q+hmosBIF3AAAAgHnkouMXyz9vP9VqGQEgeCoQMJUrykzOO6garUmA2Fc88/FtLn535e/62q4r1iUxozXVc8kY1+Qjde7yc12fO2vpWdbXTUmAFPPWa48WWM03rFULeM0AERHpTpaP5+FsoXpMHKo/RJyHoBdpu9NSC3uT0u/S0lFEqwAplGR8yr0CUr3OVJKrOgSd9712SMft183FnhUg9teSUwIkVVPRI8IQdASLsw4AAAAAWkhvgaVWQ9a2m1DUKmWrAkRLgDgNGkVjg+lBWdyzuOF2hmG0rAokFXVuDwP/1g+ttyU6lA+u+qCs7l9tfR81/CUsehO9rs/pFSBuwXbMXW+yGmztbdACSyVAJrNF65g4zf8QcR6Cni8RdA2SPgPk0ExBRJyTXmq7QsmUQrGkzQBp046+y9Uuyli2oMt129oKDqcZIOmahJaIVgFCMhIBoDk0AAAAALSQNQRdS4C4rSqvzgCxV4AkYhExDIIGc7Wib4W8cfiNhtv1J/vlnZl3mv7/b+V8kXcLwzDk9i23yz+88A/y6G8flYgRkS1Lt8iVa6+0bee7AiTh3QKr+lolAttserC1UYVNT1JdP6stBN0q6BKVwKptCHolGRKn7U4gqi2wSjI+Xa4AyThUgOhJrVyxJKXKDJAo73ttUbso45hR9wRxXQWIRwJk2lYBotrRcUzRfiRAAAAAAKCF1AyQ6XzRGhra5RLAq5sBogagswz2iKRi/iowMslMS/7/6Zh7OxH4F4vE5NoN18q1G6713MYPvzNAaIHVfN2zmKuit8CaVtfPuPMxrg5Br86RqFxKmSURkKQ22+PQtHsLLD2InitUK0DcZougufR7kr5UTAY9WunWVnA4tcBKxuuHoBesGSDcz6D9OOsAAAAAoIWslZC5YsPByvUzQLxbvsAfvwmIViVAqABpn3jEe6aE4tkCq5i3AnckQJovnfC/Frc7oVpgFawEcsqtAqRmCLoKuIrQAiso6r0rWyhqFSD1xz8WjYjKdeQK1QoQqgXaY81I9XqoXmduaueyeLXAchqCzjweBIF3AAAAAABooXSi0gO9ULRWMLsFVWM1LbBUII/5H0dmtHvU13aZRIsSIAxBbxu/yS6vCpBcMWd9TQus5rvuzFWSiEbk0hOXNNy2WgFSlKlceYZEl8v1M1Wz6rxQqq4+J+gaDDVDJ5svyaGZSgWIy+D7hNYuq1CkAqSdErGI/MVHNoiIyKe3Huu5bW1SKuk1BD1X3wKLaiwEgRZYAAAAANBCqgXITL7xEPT6CpBKCyxWoR+RC1ZfIH//3N87Pvex9R+zvm5VBQhD0NunK+4+vFfnNfB+ppi1vqYCpPmWD3bLM7ee43od1HXrM0AatBBMadUGIiL5olYBQtudQKgKkBlbBYhLAiQakZl8SXLFkhSZAdJ2l520TLYcMywLPdpfiTjMAHFIgKgq15lCNQGiklpOFSNAq3HWAQAAAEALVYNyJZmurExulABRK5epAGmOVZlVctyC4+oeN8SQc5afY33fn+xvyf/f7wwSHLmumL8ESE+8RyKG8+sqW5wRkfLrkWBda3QlYmL4CG73JKstsBoNQU9pyWaR6gB0EVopBcUagp73ngEiYm9hpop3qBZor5G+VMOqm9rXktcQ9HzRtCo/VGUrxxRB4J0cAAAAAFooqbUAUe0gmAHSfl8966uyKrPK+j5mxOSL7/uirBtaZz1GBUjn85sASUVTrrNZssWsiJi+KhTQWvoQ9KmGFSD2FljWIG2DVkpBsQ9BL7cw86oAESm3SlIVIBEqQELHTwWIXjlnJSQrWS3a0SEItMACAAAAgBbSW4BM5csBoEYzQIrMAGm6RT2L5F8v/FfZeWCnvDX9lmwa3iQ9CfsciFYkQCJGRGIRPnq3S3e829d2yVhSUtGUTBemnTcwCpKKM7slaNUh6NUZSm6JKetaWwm45ivXUQagByflMAS90QyQXKEkxUqwPEawPHRq28kNdCfqttHngszkS9KbqrbAoh0dgsBdGAAAAAC0kFoBa5oiEzPlBIh7C6xyYKB+BggBg2aIRWJy3OBxcpzUt8MS8Z8AiUViUigVfG2biqZ8tfpBc/idAZKKpsrD6bMuGxh567WL4KgZIJO5agVIOuEcyrIqQAr2Flhxqj8Co1eANJwBYkuAlB+jAiR8aitABh0SIIZhSDoelel8sa4ChBZYCAJ30QAAAADQQvpKyINT5QCQewus8n8LNQkQKkDaI5PwlwBZkFzg+3cy/6O9/LbASkaTnq3JjEjeWr2O4NhngJSTjq4tsGL2FlhqCDoVIMFRyXvTFNk/Wc429qWdE1gqAZItlqxFAATLw6e2Kmewpz4BIlKt/pm2ZvIwBB3B4awDAAAAgBZKOvTHdqsAiWk90EW0BIjD70Dz+R2CPpAa8P073eZMoDX8VoAkY0nv5JSRd01Uon3UDJCSKfLOZE5EvGaA2FtgqSA6A9CDo7//qYRUoxkguUJJSpUZIFEqQEKnvgLE+T0ubc3kKYppmtbCDtqaIQjcRQMAAABACxmGUZcEcUuA1K5gVjNAaMXTHn5bYJEACa9ZtcDyODZGJG+9HhEcPdnx9uFyAsQtMaVaYGWtChDmSAQtEY1IbQ6j19cMkMoQdKKWoVObUHStAKm8TqdzRet4Ov080A5cSgAAAACgxWoTIKmE80exdMK+gln91y1hguZKx9ISjzgH53QDSf8JkHQsfSS7hFlqVgssMfJWQB3BUbMERKoVIK4J5MrjuUoLJZUAoeVOcGoXAPQmY65trRKVhKOeAGFgdvj4mQEiUl3QMZ0vWtUfIrSkQzA46wAAAACgxZJawC5iuM/0sCpAKkN8p62hvwRi28EwjIZVIOlYujw82ycqQNprVgkQjxZYzAAJD1UFsuvtSdv3tfTjlS0UrQo6WggGS08k9rm0vxKpvi/mi3oFCNUCYaMnpSKGSH+XcwJE3bfM5ItWMrL88xxTtB/vAgAAAADQYvoK2O5kTAyXvuYqUDRTSXxMkQBpu0aD0PuT/RIx/H+Unk2yBEfObwusdDztnZwyClSAhETtcUgnnIdo6y3LZvIla+aEW8IZ7THSW000eiZAYuX3xVyxJEVrBkhr9w2zp1eADHQlXCt6VKJyihZYCAHeBQAAAACgxfQA3lCPe9C1umKyvFpymhZYbdeoAiSTzMwqAeLZZglN57fl2FB6qEEFSI4ESEjUVnzUthRUIhHDSnbM5IuSK5avn1SABGusX0uApJyTVyI1Q9ArAXO34DqCoycw3Abai4j0JMvHejJbsJKRIhxTBIN3AQAAAABoMT1g59YvW99OtcBiBkj7LUgt8Hw+k8hIZBYfpb2C7Gi+WCTWMOnUl+iTZDTpowKEkEkY1FbAjWXck1zJuJYAUS2wqAAJ1Fh/9Xh5BcxVoipbqFaARFyqJRGcqFaW0510T2ip5yayBSmU1Dwew7UCFmgl3gUAAAAAoMVsCZAe9wSIWnGuZn+o/6ZogdU2KzMrPZ+fbQUIM0Dar1EVz3DXsIh4J6eMSN7WUgnB0RPAH9m0RJYNurc5s9oI5kuSZQZIKOgJEO8WWNUKEGsIOj2wQkevAHGbxyNirwApFKnoQbB4FwAAAACAFtNb6Qx6tcBSwbsCLbCCclT/UZ7PL+tbNqsEiN+h3Giek0ZP8nx+KD0kIg3akxl5Zu+EhB5k3bZ+1HNbVbUzUyhabXfiVIAESm+BpSdDaiWi5eOc04egUy0QOnoSo8ejAkQ9d3imIIXK8YxHeC0iGJx5AAAAANBiegXIkEcLrOrqZXsFiNcqSzTXUQPeCZCTR0+eXQLE51BuNM/1G6/3fL5QKoiId3WOEckzAyQk9ERUj8cMCZHqIHRbCywqQAK1dKB6DfyDU5a5budUAULFQPjEtCRGl48WWIezRSkUy69FKnoQFO93DgAAAADAEUvG/FWApLT+9SJUgARhZd9KiUViVpBcl4wmZdPIJvnJGz/x/fv8DuVG8yzrcw+yioj0J/tFpMF8FiPvOmwb7ZWOV0NXXivORapJ5Gy+JLkCQ9DDYPPyAfnT846RtYv6ZLjP/TWnjlO+WJJSZQZIlAqQ0NFzUj1JjxZYKZUAyVsVIFEqQBAQzjwAAAAAaLFkfHYzQGoTIKxEb594NC5nLT3L8bnzVpwnyWjSaqHkBy2wgnH12qtdnztt7DQR8W6BRQVIeKQT1eun19BlEXsSOVdZdZ6kBVagDMOQG846Ss46dthzu6StAqT8WIQKkNDRh5h3JbxaYJWvn5PZojUDJE4FCALCuwAAAAAAtFhCC8AN97oHXfUBviLVFljMImivG0+4UYbT9mDdou5FcsPxN4iIyHsWvsf376IFVjC2rdrm+twZS84QEZFkzGNAvZGn8iok9GH0jSpA0pWA7ES2QAusDqPeJ8sJkErLJBIgodbtOQS9PPB+IluQfIkWWAgWLbAAAAAAoMVe3HfY+nrj0ozrdmr1sqr8mKEFViBWZVbJP3/wn+V/vfy/ZOeBnXJU/1Fy6TGXSiZZPnbrh9ZLMpqUbDHb8HfRAisY6wbXyaVrLpX/8eL/sD1+/cbrZbS7PEjbqwWWEclRARJCjRIgI73lpNa+QzOSYwh6R1HVAdkiFSCdwqsiq9uqAClY9zJ6O1CgnUiAAAAAAECL9WpBAq8AQG0LrCmGoAdmpHtErt1wreNziWhCVmVWya/e+VXD30MLrOD8t1P/m5w0epI8tucxKZaKcs7yc+TMpWdaz3fHut1/OJKzEpIIVmV8gIhIw2OyqL+ccNw9PiN9qfIKdCpAOkOi8t6YK5SkyAyQjuA1BF0lKyezBZmYKc/U6k0RhkYwWnbmvfLKK/Jnf/Zn8qMf/Uj27t0rY2Nj8gd/8Afy2c9+VhIJ9563AAAAADDffO78tfKVf9shN3/gaM/t0toAX9M0mQESYj2JHl/b0QIrOIZhyNaVW2Xryq2Oz3fH3RMgRiTL6y4k1EBsEfv8ASdjmXJVz56D05IaKh8/EiCdIaHNAClZQ7NJgITZYLd7fFclQA7PFOSwlQCJt2W/gFotS4D8+te/llKpJHfccYccddRR8vzzz8v27dtlcnJSvvKVr7TqfwsAAAAAoXPMaK9866oTG26nAq65Ysmq/hBhBkgYeQXPdbTACi+v5FQ5AULgPAyKeglIA6MqATI+I4sHyq+9BC2wOoLeAlJVgESoAAmlP/7AGvnFbw/KuWtHXLexEiC5ghyayYuIvRoWaKeWnXlbt26VrVurqyxWrVolO3bskG984xskQAAAAADAgR5wPTCVqz7OCubQ8ZsAoQVWeHm3wKICJCyKpv8EyFilBdae8RnJF8o/RwVIZ9BbJjHAPtxualDNKiLSU2l3ZZoi+ybK87JogYWgtPVKMj4+LgsWLHB9PpvNyqFDh2x/AAAAAODdIqXNB3ntnSkRKa9ejrGCOXR64rTA6nSNK0BIgITBljULRaTxAHSRagXI+HRexqfLq86pAOkMKjh+WBuaTRVW50rHo6I6mO0dnxERf69hoBXadiX5zW9+I3/zN38j1113nes2X/rSlySTyVh/li5d2q7dAwAAAIDARSKGteL1i/eVB2wvHySAHka0wOp8nseQBEhonLN2RP77x06WH/3JmQ237U3GRHVNemeyXEVHFUFn6EmW50NMZgvW/Ks0r8GOZRiGdFcSHnvGp0WEGSAIzqzfBW677TYxDMPzz3/8x3/Yfmb37t2ydetWueSSS+Taa691/d233HKLjI+PW39ef/312f+NAAAAAKCD9VVWwb6wu1wR/4nfadxqAu3nuwUWFSChlYwmJWo4B1iNSJbWcyFhGIa8/+iFMtyb8rVtVyVofnCaBEgnUS2TJmYKks2XW2CRhOxsquJDVYDQAgtBmfWZd+ONN8rll1/uuc2KFSusr3fv3i1nnXWWnHbaafLNb37T8+eSyaQkk8nZ7hIAAAAAzBu9qbi8fbg6/+O4RX0B7g3c+EmARI2oJCKJNuwN5qIcLO+SidxE/XORosSipQD2CkcqnYjJZK4oB6dogdVJVLA8WyhZQ7NpgdXZqhUglRZYJEAQkFmfeUNDQzI0NORr2zfeeEPOOuss2bx5s9x1110SiXDhAgAAAAAvfTUBAnpmh5OfGSDpWFoM1Y8HodQVc06AiIiUJCsitDDrNF2JctWAmgESpwKkI3QnqtUeahEAFSCdTU9qidTf3wDt0rIzb/fu3bJlyxZZtmyZfOUrX5G33nrLem50dLRV/1sAAAAA6Gi1PbK7kwSAwshPBYjfNlkIjtcxmi5OyYD0t29n0BQqAaKCrlSAdIZYNCLpeFSm80V5+3BWREiAdLraBRxqzgvQbi1LgPzbv/2bvPTSS/LSSy/JkiVLbM+Zptmq/y0AAAAAdLS+tP1jWneCFZNh5Ce50ZvobcOe4Eh4HcfJ/GQb9wTNkk7Yg+ZJKkA6Rk8qRgJkHqlNgDADBEFp2bvANddcI6ZpOv4BAAAAADjr1VZIdiWiEonQQimM/LTA6kswvyXsvIbUkwDpTF01CRCGoHeO3krAXIUOUxy7jtZdkwAZ6GImFoLBlQQAAAAAQkSvAKkNHiA8/FSA9CQaJ0kQrO6Y+3Gcyk+1cU/QLOm4/boZpwVWx6gdkl1bzYPOold8ZNJxWTLATCUEg3cBAAAAAAgRfQYIA9DDK5PMNNyGFljh51kBUqACpBNRAdK5at/zaIHV2fQZZics66eiFYHhXQAAAAAAQqQvpVeAEPwJq4HUgMQj3gNde+MkQMKOGSDzT10ChAqQjlGXAInxHtjJ9CrWzcsGAtwTvNvxLgAAAAAAIaJXgDAAPbwiRkSGu4Y9t6ECJPy8KkBogdWZatsmDfYwd6BT9KXtSeVUgrBlJ9OTj2esWRjgnuDdjrtpAAAAAAgRPQBEC6xwG+kakTcOv+H6PAmQ8FvWu0w2Ltwo3fFuiUpKfvTLcTFLSTl95ZisHVwb9O5hDvQKkIghMthNAqRTjPQlbd/TAquzTeeK1tcbFjduGwm0CnfTAAAAABAiw73VAFCKAbChRgVI57t4zcVy8ZqLRUTENE1Z+X9+ICIiG9YdJccPHxPkrmGOurTKuaGepMRogdUxRvpStu9pgdXZPnrKMnnw1/vk8pOWMv8DgSIBAgAAAAAhsm6sz/r6N/sOB7gnaGSka8TzeRIgncUwqgG6tWOsVu5Uaa1qYDST8tgSYTPcWz1e0Ygh8ShB80422JOU/++G9wa9GwAJEAAAAAAIk1g0IoYhYprl1csIr5HuBgkQhqB3nAf++Ax55vWDct4672OL8NJbYOkBdYSf3gIrFYvYkpIAMFckQAAAAAAgZP73Te+Xv/k/L8nNHzg66F2Bh40LN3o+P5gebNOeoFmOHumVo0dIXHUyfQh67UwJhJveAivJ/A8ATUIjRAAAAAAImWNH++Rvr9hEIDbkNgxtkC1Ltzg+N9w1LGsG1rR3hwDIsgVd1teLB9IB7glma6E2A2smX/TYEgD8IwECAAAAAMAcGIYhX3zfF+X4hcfbHo9FYvL5Uz9P+xYgACcsG5DvXnuKXHfmarn0xKVB7w5mIR6NyDGVxP+mZQMB7w2A+cIwTdMMeifcHDp0SDKZjIyPj0tfX1/jHwAAAAAAoM3ypbz8zx3/U17Y/4L0JfrkgtUXyNrBtUHvFgB0nOlcUX7x24NyzGiv9Hclgt4dACE1m7wBCRAAAAAAAAAAANARZpM3oAUWAAAAAAAAAACYd0iAAAAAAAAAAACAeYcECAAAAAAAAAAAmHdIgAAAAAAAAAAAgHmHBAgAAAAAAAAAAJh3SIAAAAAAAAAAAIB5hwQIAAAAAAAAAACYd0iAAAAAAAAAAACAeYcECAAAAAAAAAAAmHdIgAAAAAAAAAAAgHmHBAgAAAAAAAAAAJh3SIAAAAAAAAAAAIB5hwQIAAAAAAAAAACYd0iAAAAAAAAAAACAeYcECAAAAAAAAAAAmHdIgAAAAAAAAAAAgHmHBAgAAAAAAAAAAJh3YkHvgBfTNEVE5NChQwHvCQAAAAAAAAAACJrKF6j8gZdQJ0AmJiZERGTp0qUB7wkAAAAAAAAAAAiLiYkJyWQyntsYpp80SUBKpZLs3r1bent7xTCMoHcnVA4dOiRLly6V119/Xfr6+oLeHWBWOH/RyTh/0ck4f9HpOIfRyTh/0ck4f9HJOH/RyTh/nZmmKRMTEzI2NiaRiPeUj1BXgEQiEVmyZEnQuxFqfX19nPzoWJy/6GScv+hknL/odJzD6GScv+hknL/oZJy/6GScv/UaVX4oDEEHAAAAAAAAAADzDgkQAAAAAAAAAAAw75AA6VDJZFJuvfVWSSaTQe8KMGucv+hknL/oZJy/6HScw+hknL/oZJy/6GScv+hknL9HLtRD0AEAAAAAAAAAAOaCChAAAAAAAAAAADDvkAABAAAAAAAAAADzDgkQAAAAAAAAAAAw75AAAQAAAAAAAAAA8w4JEAAAAAAAAAAAMO+QAOlAX//612XlypWSSqVk8+bN8uijjwa9S4B86UtfkpNOOkl6e3tleHhYfu/3fk927Nhh2+aaa64RwzBsf0499VTbNtlsVj7+8Y/L0NCQdHd3y4UXXii//e1v2/lXwbvQbbfdVndujo6OWs+bpim33XabjI2NSTqdli1btsgLL7xg+x2cuwjKihUr6s5fwzDkhhtuEBGuvQiXf//3f5cLLrhAxsbGxDAM+d73vmd7vlnX2wMHDsiVV14pmUxGMpmMXHnllXLw4MEW/+3wbuB1Dufzefn0pz8tGzZskO7ubhkbG5OrrrpKdu/ebfsdW7ZsqbsuX3755bZtOIfRCo2uwc26Z+D8RSs0On+d7ocNw5C/+qu/srbh+oug+ImZcR/cOiRAOsy//Mu/yM033yyf/exn5emnn5b3v//9sm3bNnnttdeC3jW8yz3yyCNyww03yOOPPy4PPPCAFAoFOffcc2VyctK23datW2XPnj3Wnx/84Ae252+++Wa599575e6775Yf//jHcvjwYTn//POlWCy286+Dd6F169bZzs3nnnvOeu4v//Iv5fbbb5evfe1r8sQTT8jo6Kicc845MjExYW3DuYugPPHEE7Zz94EHHhARkUsuucTahmsvwmJyclI2btwoX/va1xyfb9b19qMf/ag888wzcv/998v9998vzzzzjFx55ZUt//th/vM6h6empuSpp56Sz33uc/LUU0/JPffcIy+++KJceOGFddtu377ddl2+4447bM9zDqMVGl2DRZpzz8D5i1ZodP7q5+2ePXvk29/+thiGIR/5yEds23H9RRD8xMy4D24hEx3l5JNPNq+77jrbY8cee6z5mc98JqA9Apzt27fPFBHzkUcesR67+uqrzYsuusj1Zw4ePGjG43Hz7rvvth574403zEgkYt5///2t3F28y916663mxo0bHZ8rlUrm6Oio+eUvf9l6bGZmxsxkMubf/d3fmabJuYtwuemmm8zVq1ebpVLJNE2uvQgvETHvvfde6/tmXW9/+ctfmiJiPv7449Y2jz32mCki5q9//esW/63wblJ7Djv5+c9/boqI+eqrr1qPnXnmmeZNN93k+jOcw2gHp/O3GfcMnL9oBz/X34suusg8++yzbY9x/UVY1MbMuA9uLSpAOkgul5Mnn3xSzj33XNvj5557rvz0pz8NaK8AZ+Pj4yIismDBAtvjDz/8sAwPD8uaNWtk+/btsm/fPuu5J598UvL5vO0cHxsbk/Xr13OOo+V27twpY2NjsnLlSrn88svl5ZdfFhGRXbt2yd69e23nZTKZlDPPPNM6Lzl3ERa5XE7+6Z/+Sf7wD/9QDMOwHufai07QrOvtY489JplMRk455RRrm1NPPVUymQznNNpufHxcDMOQ/v5+2+Pf/e53ZWhoSNatWyd/8id/YlvdyTmMIB3pPQPnL8LgzTfflPvuu08+9rGP1T3H9RdhUBsz4z64tWJB7wD8e/vtt6VYLMrIyIjt8ZGREdm7d29AewXUM01TPvnJT8r73vc+Wb9+vfX4tm3b5JJLLpHly5fLrl275HOf+5ycffbZ8uSTT0oymZS9e/dKIpGQgYEB2+/jHEernXLKKfKP//iPsmbNGnnzzTflz//8z+X000+XF154wTr3nK69r776qogI5y5C43vf+54cPHhQrrnmGusxrr3oFM263u7du1eGh4frfv/w8DDnNNpqZmZGPvOZz8hHP/pR6evrsx6/4oorZOXKlTI6OirPP/+83HLLLfLss89aLQw5hxGUZtwzcP4iDL7zne9Ib2+vfPjDH7Y9zvUXYeAUM+M+uLVIgHQgfUWnSPmFU/sYEKQbb7xRfvGLX8iPf/xj2+OXXXaZ9fX69evlxBNPlOXLl8t9991Xd2Oi4xxHq23bts36esOGDXLaaafJ6tWr5Tvf+Y41+HEu117OXbTbnXfeKdu2bZOxsTHrMa696DTNuN46bc85jXbK5/Ny+eWXS6lUkq9//eu257Zv3259vX79ejn66KPlxBNPlKeeeko2bdokIpzDCEaz7hk4fxG0b3/723LFFVdIKpWyPc71F2HgFjMT4T64VWiB1UGGhoYkGo3WZez27dtXlyEEgvLxj39cvv/978tDDz0kS5Ys8dx20aJFsnz5ctm5c6eIiIyOjkoul5MDBw7YtuMcR7t1d3fLhg0bZOfOnTI6Oioi4nnt5dxFGLz66qvy4IMPyrXXXuu5HddehFWzrrejo6Py5ptv1v3+t956i3MabZHP5+XSSy+VXbt2yQMPPGCr/nCyadMmicfjtusy5zDCYC73DJy/CNqjjz4qO3bsaHhPLML1F+3nFjPjPri1SIB0kEQiIZs3b7ZK85QHHnhATj/99ID2CigzTVNuvPFGueeee+RHP/qRrFy5suHP7N+/X15//XVZtGiRiIhs3rxZ4vG47Rzfs2ePPP/885zjaKtsNiu/+tWvZNGiRVaJtH5e5nI5eeSRR6zzknMXYXDXXXfJ8PCwfPCDH/TcjmsvwqpZ19vTTjtNxsfH5ec//7m1zc9+9jMZHx/nnEbLqeTHzp075cEHH5TBwcGGP/PCCy9IPp+3rsucwwiLudwzcP4iaHfeeads3rxZNm7c2HBbrr9ol0YxM+6DW6zNQ9dxhO6++24zHo+bd955p/nLX/7SvPnmm83u7m7zlVdeCXrX8C53/fXXm5lMxnz44YfNPXv2WH+mpqZM0zTNiYkJ81Of+pT505/+1Ny1a5f50EMPmaeddpq5ePFi89ChQ9bvue6668wlS5aYDz74oPnUU0+ZZ599trlx40azUCgE9VfDu8CnPvUp8+GHHzZffvll8/HHHzfPP/98s7e317q2fvnLXzYzmYx5zz33mM8995z5+7//++aiRYs4dxEaxWLRXLZsmfnpT3/a9jjXXoTNxMSE+fTTT5tPP/20KSLm7bffbj799NPmq6++appm8663W7duNd/znveYjz32mPnYY4+ZGzZsMM8///y2/30x/3idw/l83rzwwgvNJUuWmM8884ztnjibzZqmaZovvfSS+YUvfMF84oknzF27dpn33Xefeeyxx5onnHAC5zBazuv8beY9A+cvWqHRPYRpmub4+LjZ1dVlfuMb36j7ea6/CFKjmJlpch/cSiRAOtDf/u3fmsuXLzcTiYS5adMm85FHHgl6lwBTRBz/3HXXXaZpmubU1JR57rnnmgsXLjTj8bi5bNky8+qrrzZfe+012++Znp42b7zxRnPBggVmOp02zz///LptgGa77LLLzEWLFpnxeNwcGxszP/zhD5svvPCC9XypVDJvvfVWc3R01Ewmk+YZZ5xhPvfcc7bfwbmLIP3whz80RcTcsWOH7XGuvQibhx56yPF+4eqrrzZNs3nX2/3795tXXHGF2dvba/b29ppXXHGFeeDAgTb9LTGfeZ3Du3btcr0nfuihh0zTNM3XXnvNPOOMM8wFCxaYiUTCXL16tfmJT3zC3L9/v+3/wzmMVvA6f5t5z8D5i1ZodA9hmqZ5xx13mOl02jx48GDdz3P9RZAaxcxMk/vgVjJM0zRbVFwCAAAAAAAAAAAQCGaAAAAAAAAAAACAeYcECAAAAAAAAAAAmHdIgAAAAAAAAAAAgHmHBAgAAAAAAAAAAJh3SIAAAAAAAAAAAIB5hwQIAAAAAAAAAACYd0iAAAAAAAAAAACAeYcECAAAAAAAAAAAmHdIgAAAAAAAAAAAgHmHBAgAAAAAAAAAAJh3SIAAAAAAAAAAAIB55/8HexMpl0XGFw0AAAAASUVORK5CYII=\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -366,7 +364,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 9, "id": "4272bd8d", "metadata": {}, "outputs": [ @@ -375,23 +373,21 @@ "output_type": "stream", "text": [ "regimes: \n", - " [[0 0 880]\n", - " [1 880 1801]]\n", + " [[ 0 0 922]\n", + " [ 1 922 1801]]\n", "======================\n", - "indices slice for the regime of the snippets #0 is: [[0 880]]\n", - "indices slice for the regime of the snippets #1 is: [[880 1801]]\n" + "indices slice for the regime of the snippets #0 is: [[ 0 922]]\n", + "indices slice for the regime of the snippets #1 is: [[ 922 1801]]\n" ] }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -436,20 +432,18 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 10, "id": "59400098", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -477,42 +471,39 @@ "source": [ "## Finding optimal k (number of snippets)\n", "\n", - "To find the optimal number of snippets, a large enough k can be selected. Then, the area under the curve corresponding to each MPdist profile can be used to find the optimal number of snippets. \n", - "\n", - "The following two figures replicate Fig. 13 (left) and Fig. 13 (right), respectively." + "To find the optimal number of snippets, a large enough k can be selected. Then, the area under the curve corresponding to each MPdist profile can be used to find the optimal number of snippets. Note that the maximum value one may select for `k` is $\\lfloor{\\frac{n}{m}}\\rfloor$." ] }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 11, "id": "85d9b2fe", "metadata": {}, "outputs": [], "source": [ - "snippets, indices, profiles, fractions, areas, regimes = stumpy.snippets(T, m, k=9, s=s)" + "k = len(T) // m # 10\n", + "snippets, indices, profiles, fractions, areas, regimes = stumpy.snippets(T, m, k=k, s=s)" ] }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 12, "id": "c4cd3c03", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "plt.bar(range(1, 10), areas, tick_label=range(1,10))\n", + "plt.bar(range(1, k+1), areas, tick_label=range(1,k+1))\n", "plt.xlabel(\"k\")\n", "plt.title('Profile Area')\n", "plt.show()" @@ -525,39 +516,46 @@ "source": [ "As illustrated above, changing the number of snippets from k=1 to k=2 can significantly change the area under the curve; however, the change in the area is negligible from k=2 to k=3 and so forth. Therefore, the optimal number of snippets is two.\n", "\n", - "To better observe the changes, we can plot the Change-in-Profile-Area as below:" + "To better observe the changes and find the optimal value , we can plot the Change-in-Profile-Area so that it can be used for our simple knee-finding algorithm." ] }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 13, "id": "c8383c9e", "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "plt.bar(range(2, 10), areas[:-1]/areas[1:] - 1.0, tick_label=range(2,10))\n", + "Change_in_Profile_Area = areas[:-1]/np.where(areas[1:]==0, np.nan, areas[1:]) - 1.0\n", + "plt.bar(range(2, k + 1), Change_in_Profile_Area, tick_label=range(2, k + 1))\n", "plt.xlabel(\"k\")\n", "plt.title('Change in Profile Area')\n", "plt.show()" ] }, + { + "cell_type": "markdown", + "id": "154345ed", + "metadata": {}, + "source": [ + "As `k` gets closer to its maximum value, we can notice a jump in the `Change-in-Profile-Area`. This is because the formula of `Change-in-Profile-Area` has a denominator, which can result in a huge jump if the denominator is close to 0." + ] + }, { "cell_type": "code", "execution_count": null, - "id": "2270f1be", + "id": "ed481c27", "metadata": {}, "outputs": [], "source": [] @@ -565,7 +563,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -579,7 +577,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.5" + "version": "3.10.9" } }, "nbformat": 4, diff --git a/stumpy/snippets.py b/stumpy/snippets.py index 3613e297c..582f33f04 100644 --- a/stumpy/snippets.py +++ b/stumpy/snippets.py @@ -102,6 +102,7 @@ def _get_all_profiles( right_pad = 0 T_subseq_isconstant = core.process_isconstant(T, s, mpdist_T_subseq_isconstant) + n_contiguous_windows = int(T.shape[0] // m) if T.shape[0] % m != 0: right_pad = int(m * np.ceil(T.shape[0] / m) - T.shape[0]) pad_width = (0, right_pad) @@ -111,12 +112,12 @@ def _get_all_profiles( ) n_padded = T.shape[0] - D = np.empty(((n_padded // m) - 1, n_padded - m + 1), dtype=np.float64) + D = np.empty((n_contiguous_windows, n_padded - m + 1), dtype=np.float64) M_T, Σ_T = core.compute_mean_std(T, s) # Iterate over non-overlapping subsequences, see Definition 3 - for i in range((n_padded // m) - 1): + for i in range(n_contiguous_windows): start = i * m stop = (i + 1) * m S_i = T[start:stop] @@ -290,17 +291,13 @@ def snippets( mpdist_T_subseq_isconstant=mpdist_T_subseq_isconstant, ) - pad_width = (0, int(m * np.ceil(T.shape[0] / m) - T.shape[0])) - T_padded = np.pad(T, pad_width, mode="constant", constant_values=np.nan) - n_padded = T_padded.shape[0] - snippets = np.empty((k, m), dtype=np.float64) snippets_indices = np.empty(k, dtype=np.int64) snippets_profiles = np.empty((k, D.shape[-1]), dtype=np.float64) snippets_fractions = np.empty(k, dtype=np.float64) snippets_areas = np.empty(k, dtype=np.float64) Q = np.full(D.shape[-1], np.inf, dtype=np.float64) - indices = np.arange(0, n_padded - m, m, dtype=np.int64) + indices = np.arange(D.shape[0], dtype=np.int64) * m snippets_regimes_list = [] for i in range(k): diff --git a/tests/naive.py b/tests/naive.py index 5a4ceb7a3..dec12af57 100644 --- a/tests/naive.py +++ b/tests/naive.py @@ -1548,6 +1548,7 @@ def get_all_mpdist_profiles( T_subseq_isconstant = rolling_isconstant(T, s, mpdist_T_subseq_isconstant) right_pad = 0 + n_contiguous_windows = int(T.shape[0] // m) if T.shape[0] % m != 0: right_pad = int(m * np.ceil(T.shape[0] / m) - T.shape[0]) pad_width = (0, right_pad) @@ -1557,10 +1558,10 @@ def get_all_mpdist_profiles( ) n_padded = T.shape[0] - D = np.empty(((n_padded // m) - 1, n_padded - m + 1)) + D = np.empty((n_contiguous_windows, n_padded - m + 1)) # Iterate over non-overlapping subsequences, see Definition 3 - for i in range((n_padded // m) - 1): + for i in range(n_contiguous_windows): start = i * m stop = (i + 1) * m S_i = T[start:stop] @@ -1601,17 +1602,13 @@ def mpdist_snippets( mpdist_T_subseq_isconstant=mpdist_T_subseq_isconstant, ) - pad_width = (0, int(m * np.ceil(T.shape[0] / m) - T.shape[0])) - T_padded = np.pad(T, pad_width, mode="constant", constant_values=np.nan) - n_padded = T_padded.shape[0] - snippets = np.empty((k, m)) snippets_indices = np.empty(k, dtype=np.int64) snippets_profiles = np.empty((k, D.shape[-1])) snippets_fractions = np.empty(k) snippets_areas = np.empty(k) Q = np.inf - indices = np.arange(0, n_padded - m, m) + indices = np.arange(0, D.shape[0] * m, m) snippets_regimes_list = [] for snippet_idx in range(k):