From 3fea0db2a7c03e35235053a93c81727d5f3195fb Mon Sep 17 00:00:00 2001 From: mahdiolfat Date: Fri, 2 Feb 2024 18:43:55 -0500 Subject: [PATCH] building a nice set of random process examples and their significance --- examples/process_arma.ipynb | 169 +++++++++++++++++------------------- 1 file changed, 82 insertions(+), 87 deletions(-) diff --git a/examples/process_arma.ipynb b/examples/process_arma.ipynb index 13c17bd..20d4a0e 100644 --- a/examples/process_arma.ipynb +++ b/examples/process_arma.ipynb @@ -1,8 +1,15 @@ { "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Random Processes" + ] + }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -14,7 +21,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -27,108 +34,84 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Autoregressive Moving Average (Random) Processes\n", + "# Autoregressive Moving Average (ARMA) Process\n", "\n", "$$\n", "\n", "H(z) = \\frac{B_q(z)}{A_p(z)} =\n", - "\\frac{\n", - "\t\\sum_{k = 0}^{q}b_q(k)z^{-k}}\n", + "\\frac\n", + "{\n", + "\t\\displaystyle\\sum_{k = 0}^{q}b_q(k)z^{-k}\n", + "}\n", + "{\n", + "\t1 + \\displaystyle\\sum_{k = 1}^{p}a_p(k)z^{-k}\n", + "}\n", + "\n", + "$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## AR Process\n", + "\n", + "$$\n", + "\n", + "H(z) = \n", + "\t\\frac\n", "\t{\n", - "\t1 + \\sum_{k = 1}^{p}a_p(k)z^{-k}\n", + "\t\tb(0)\n", + "\t}\n", + "\t{\n", + "\t\t1 + \\displaystyle \\sum_{k = 1}^{p}a_p(k)z^{-k}\n", + "\t}\n", + "\n", + "$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# MA Process\n", + "\n", + "$$\n", + "\n", + "H(z) = {\n", + "\t\\displaystyle\\sum_{k = 0}^{q} {\n", + "\t\tb_q(k)z^{-k}\n", + "\t}\n", "}\n", "\n", "$$" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Example 3.6.1 An ARMA(2, 2) Random Process" + ] + }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[-2.04380698e-01 -4.26774563e-01 -1.44143792e-01 2.31819648e-01\n", - " 4.42113178e-01 -6.14413481e-02 -4.78007766e-01 -2.02972447e-01\n", - " 2.34607891e-01 8.69156429e-01 7.78621431e-02 -4.68635812e-01\n", - " -6.19705177e-01 2.90456440e-01 9.03305906e-01 2.35543402e-01\n", - " -1.27878034e-01 -5.59660971e-01 -7.53363579e-02 3.67181210e-01\n", - " 3.07131751e-02 -4.20946931e-02 -2.47896855e-02 6.02732652e-01\n", - " 7.58166561e-01 5.14826662e-01 -8.23860908e-02 -5.61938075e-01\n", - " -6.17768679e-02 4.39293541e-01 4.59026653e-01 1.91853741e-02\n", - " -2.46415413e-01 -9.08287422e-02 4.26927158e-01 6.07640742e-01\n", - " 3.47514669e-01 7.98077551e-02 9.54602964e-02 2.19256022e-01\n", - " 5.00273522e-01 3.90094943e-01 -2.14655517e-01 -2.87823469e-02\n", - " -4.62998135e-01 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2.02115797e-01\n", - " 6.22756130e-01 7.17135771e-01 4.72079831e-01 1.85752645e-01\n", - " 1.47701510e-02 2.56285603e-02 1.75860389e-01 2.98561078e-01\n", - " 1.20128302e-01 1.14276969e-02 -3.08086218e-01 1.02278255e-01\n", - " -1.33779955e-01 -2.33260566e-02 -3.77469515e-01 -3.95287961e-01\n", - " 2.22527531e-01 2.05358232e-01 1.57594269e-01 -2.39442577e-01\n", - " -5.62109812e-03 2.59791436e-01 5.55559212e-01 2.91709787e-01\n", - " -4.42848139e-01 -5.04857183e-01 -3.25040876e-01 3.81740051e-01\n", - " 3.33389578e-01 1.88055308e-01 -3.19822748e-01 -5.96707410e-01\n", - " -1.24393129e-01 4.52694668e-01 7.87961073e-01 2.21798697e-01\n", - " 1.39406601e-01 5.22009916e-02 3.70535841e-01 7.40841056e-01\n", - " 3.99860311e-01 1.49900097e-01 -4.29168640e-01 -7.74869990e-02\n", - " 6.55831738e-02 4.89422573e-01 2.03494372e-01 3.04375111e-01\n", - " -3.48975717e-01 -3.04845222e-01 -1.85683709e-01 1.42339488e-01\n", - " -1.47936566e-01 -2.20207213e-02 -3.64715059e-01 8.88065611e-02\n", - " 3.11292561e-01 1.81333765e-01 -2.28258156e-01 -3.19471393e-02\n", - " 2.33884730e-01 5.15210402e-01 5.42000646e-01 -3.83745184e-01\n", - " -2.06874512e-01 1.02915031e-01 1.36036926e-01 4.66303735e-02\n", - " -3.04193238e-01 -6.18622363e-01 -3.19779418e-01 1.83823568e-01\n", - " 1.20323147e-01 2.01755680e-01 2.57897108e-01 4.61714575e-01\n", - " 6.19921049e-01 4.46037044e-01 3.98136912e-01 -2.30327621e-02\n", - " -2.14083098e-04 -3.47698495e-02 -2.34532430e-01 -1.66139861e-03\n", - " -2.73909493e-01 2.27108657e-01 3.73435533e-01 2.29467663e-01\n", - " 1.24470696e-01 -4.83562788e-01 -5.99365226e-02 4.00276314e-01\n", - " 3.52953830e-01 4.06094131e-01 -1.41646683e-01 1.35259995e-01]\n" - ] - }, { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 8, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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UlNv0QO08tIrBabZNB7XScLDDBThdgM/86EkUyhX8x93PdPpQehJEuc+nULMbMddCRoDOpTM2ax86V0WVMMCpUoCzeBkcqqBaPpjFUI4CnBYzOA1e+8E+1ys7Di7A6QIcminEb+RgBQ0Ui7WMlcDTSa1icFyA0z7w+3U+fYtCPjgxrRoWM4Ozv1ZBddiSHHIZ/zy0SpdWLDXHti6pBVwOdrgQsAtg5ngd6gMNvIu93JIHI81OmEGAs/gmtfmCVkU1j/duUg0Obdbq1EwvYWrOT3svyWUUo9Uqs79CmfRyjZ3XwZybvuPgGJwugAtwmgNNFItxhcmhBThOg9P1yHfKB6fOFFVuETM4lP7uy6QUg9O6KipicBp7/1BfwOC4AhUZLsDpArgApznQgG2Wvy42cLalVRocF+C0D93STTzOB6e/RVVUo+NzPafjIXYlm/ZUNVnLqqiUyLhBBodpcGZctaMIF+B0AQ64AKcpFFSKqrcGz1ZjrtQ6BqfiNDhth15F1clmm/J2lRZqcJ7aP41X/P0t+Msbf9HwPjoBCkKy6ZQSW7esiqpJkXEuG0zfU4u8gtQGF+B0AXptVdNtcCkqH60UGXdjFdWDz43j2h88vmAG804xOOZzYk9R+f+2oorqyf3TqFSBJ/ZNN7yPToBY4Wy69SmqZsvEOfE2OedMTiU4lVKH0azjrENQjVBc5OeSByOtMvrrFpHxf937LP7yxnsBACuX9OFNLzuiswfUAui9qObvPNfbqoEYnGacjNUiZB6/ZytAx92XTsGr/a1VZeKqOKLBZ5Vfx4m5hRH0txouwOkwxmaDyDuT8iK2dLBBDZ6LnAnjehnbpJUUVFnTDU7GdzxxQAU3wMJJ6XaqF1W9Rn9URdUMg9MqA8r5Bl2jbNpDOtXaMnE6n40+q/x9Uy7AEeECnA5j7+Sc+n/KcwFOIyg0uRJaKMizgbcZPVK1Wu2qKqp7d41pv3dD0NUK5LtEg2ObYFupwelVKwdKUWW6kMHh7P+kC3BEOA1Oh7FvMmjkNp809UJCUEW1uM9fq0TG/L3doMExNQ8LUYNTrc5fujqpBkf1omqBBidwG++tZzRgcFLqPORbxODQfd3otedvcRocGS7A6TB4gFOpxvsZTOVL+PFj+xd9xRCHExn70ETGTaSo+Hu7I8DRj2Em3/ljagVCgcY8eZmEq6iijf76M80zOKWeZXBIg+Op8zDXYgYHaOza8/fMB4NTqVRx7md+hrfecFfPFMa4AKfD2MsCHCB+5X31936FN3/2Dnz7/t3tPKyeQaVSVRRvrw2erUarfHB0BqfzAxmtmKmaZ7qw8BgcYP70KUl9cMwUVTOtUKgAoNcWIYU2MjjNVtFpKap5YDVHJ+bwk8cP4H8e3oOP7Hik7Z/XCrgAp8PYZwQ4cfnY3eOztX/nIrdbLOBVGYu+F1VCJ+NSuYLH9kxa2UJ+D3aDBoeo/OWDfQAWjqmZGeDMlw6H0kR96VTk55Zb2Gyz1KTnS6dAFZrZNjoZAw0GOBqD0/4UFb/+n/3xk/j+I3va/pnNYl4CnGuvvRYbN25Ef38/Nm3ahDvvvNO67ec//3l4nqf99Pf3a9tUq1VcdtllWLduHQYGBrB582Y89thj7f4abYEZ4MTd6PRw9QpF2G7wQcIxOLyKyp7uvPrmX+F3/+E2fPdBeYCqdF2A4x8DBTgLRYNjOm/PVz8qek7ImVfSf1SrVeWzMtAKBkeViffWM6qcjFNeYPQX80w8fWAav9h5KHbfhSZbdfDLMR8pKjOw+/xPn277ZzaLtgc4X/7yl7F9+3ZcfvnluOeee/CSl7wEW7Zswd69e63vGR4exu7du9XP00/rJ/KjH/0orrnmGlx33XW44447MDQ0hC1btmBurvdYDV5FBcTnYgsuwNFQ7JCXSDfC1KrYguWnD8wAAHYelE3X+GBbKFU67tVE9/qKIWJwFkaAY04Y83X/0n1BKRfpPuF/ak0VVa+XiSdncP74X36GP/jnn+LOJw8m2jfQqMh4fsvEzTlnpgcWGm0PcK6++mpcdNFFuOCCC3DiiSfiuuuuw+DgIK6//nrrezzPw9q1a9XPmjVr1GvVahWf+MQn8P73vx9veMMb8OIXvxhf+MIX8Nxzz+Eb3/hGu79OyxFicGJWcXST9Vouu13QU1S9NXi2Gmb5tG1VmFf3ULTBG6FVospGkTcDnAUiMjYZkfnW4FCKSroN+LG0JkUVBDi91BiyoKWoqFVD9P33XE0+cO0PHo/crtlmq1qKKj8PKapysvGlm9DWAKdQKODuu+/G5s2bgw9MpbB582bcfvvt1vdNTU3hyCOPxIYNG/CGN7wBDz74oHrtySefxOjoqLbPkZERbNq0ybrPfD6PiYkJ7adbYIqM424aerhalQfudegpqsV9TkxBsE08SsGxbcIKBTgdFhqbAc6CSVF1WINDXcIl9oDfO0E38caPj7NTvdQUVyoTT/o8/PBX+yKDIY3BaaSKqg4fnDufPIiP7HikqSDVFFf3AhvX1gBn//79KJfLGgMDAGvWrMHo6Kj4nuOOOw7XX389/uu//gv/9m//hkqlgle84hV45plnAEC9r559XnXVVRgZGVE/GzZsaPartQTFciV0YybW4CzyyZzAJ4nFzmqZehnbhBlXVm/eg53W4ZganAUjMu4Qg0MsccDgRAc4VB7dzOTIv2svTIwEqUy8HqO/Wx62SzH4OWmMwQn+HxfgfHTHI/jUrb/Gjx7bV/fnEPLlzgTkzaDrqqhOP/10nHfeeTj55JPx27/92/ja176GVatW4f/9v//X8D4vvfRSjI+Pq59du3a18Igbh/SgJ9XgLPa2BAStI3MPrQzbAdOzxpbXj3NQNf/eaedgWjmuWOIHONOFUk+lOWzoVBUVCX37MnYNjpiiasoHJ9hfL/Wj4k7GuQTdxE0W+at32ecaPoY3IjCvx8mYWgLtmchHbheF0P3aAwvKtgY4K1euRDqdxp49erXGnj17sHbt2kT7yGazeOlLX4rHH/fzmfS+evaZy+UwPDys/XQD+IBGbajibnTH4Ojg56GXBs52YC7hhBknVA+nqDrN4FCZeBaA7/za6bRZK5DUUbjVUCLjiCoq/igN9LWgF1W5ucm8UxBFxhH3npl+u/tpezWVxmo1ELDXUyZOi5QDU40HOPQcZtP+ZNULTFxbA5y+vj6ccsopuOWWW9TfKpUKbrnlFpx++umJ9lEul3H//fdj3bp1AICjjjoKa9eu1fY5MTGBO+64I/E+uwX8BqHVVFwlRSEmvbDYoK0MS93/wLUTc4VkDE4hprVF9wU4/ucvG+hTf1sIOpyOGf1R2iVTX4qqmTGn0LMMTjCpE5MVJbpPyspVq1XDB6f+c8KvW75UiQxAKc3cTKNa2j/ZBrgUFYDt27fj05/+NG644QY8/PDDuOSSSzA9PY0LLrgAAHDeeefh0ksvVdtfccUV+N73vocnnngC99xzD9785jfj6aefxlvf+lYAfoXVO97xDvzd3/0dvvnNb+L+++/Heeedh/Xr1+Oss85q99dpKfgEpPLhcRqc2o3qysR9aCmqHho4G0GlUsVXfr4LTx+Qy7vNgbdRDY55HjvNltDKcaAvhcEam7AQSsU7VSZeMlJUUiBc1kTGrTP68//f/RMjIdDgJGNwTGbdyqKG2Lv6j828blFBPz0v+5tgcOj6D+X8Ht29wOC0vZv4m970Juzbtw+XXXYZRkdHcfLJJ2PHjh1KJLxz506kUkGcdejQIVx00UUYHR3F8uXLccopp+CnP/0pTjzxRLXNe97zHkxPT+Piiy/G2NgYXvnKV2LHjh0hQ8BuR0lkcGI0OLUnwVVR+eADxUIP+v7fbU/gIzsewRErBnHbe14Tet3UytgGoCDAkV8359lOi4zpuuYyaQzlMpgplDG9AErFO10mnoticGrbpDzd8bhSqSJF+fQGPhPojYmRQMyTn6KKLxM3r6ldB6f/vZHg1tz15FxRVRqax0CLlANTjTM49L0pZdkLC8q2BzgAsG3bNmzbtk187dZbb9V+/4d/+Af8wz/8Q+T+PM/DFVdcgSuuuKJVh9gREA2cTnlIp+LzmtVqlXmYdP/NNR/QysQTDJwkTvW8+gfpTuMzP3oCALDz4Iz4uplKst1LhRgdlzlwdTrAyasAJ4WhvjT2YWEwOOYzPF+Uf1kxOOna7+Ft6FDSKQ/ZTLAALVYqyKXSdX8m/669NHYR85RJe8rwMIrRTFr634r0pBmY2oTG/Pk9MN0CBqfPDxt6gYnruiqqxQS6qdOeh0wqPkVVqgT26QudrUgKzck45oErV6o4+1M/xVs+9/OerMKJy58nFRkrBqdXRMa1z89l0hisDa4LSYOTZHHTKlSr1SDAqTEzkgdLmS0EaDug8XFH65zdQwyOnqIKGBzb+CEFbxKL0wqBuXkMtgCH2yo0w+AoDU5f72hw5oXBcZBBN3UqFQxyUTcNH1xcFZUPPlAUyhVUq1UrO7NnYg737Byrva+KvkzvsDijrLnqkYcNhl4vV6rq/vA8v9LIZh4W54bddQEOMTjZFJbU8v8LwQuHrsNgNo3JfGleVsR8fCFtjfS5Fbb44gFOoyZ9WjFAD6z8CXSsvNlmpeqfR6om4sgzIS4xJ6VKFX1GWq8lDE7FDHDkSiqeuj44U0C5UlXzTT2g70Y6uF4IVB2D00HQDZJJpZBJsIrjupvFXjFEMJv3RZ2/sZlgAOiF/DHHz544oP5PVQwcXBcQRyHToG3tIt1FAU6pXNFaCwzm/O8+3eMMTqVSVd+rfx4nDK1yM4LB4enzVMpT41PDDA773F569uj7cidjwP5M0KKBWA5APr+t0F+Z6xMrg1MM/l6tAmMzjbE4dMxqfOmB6+gCnA6CaOCUByXci7rRHYMThplmiVodjs0GD3avBYg8wJECE75KG8rRSjO6gsM2WYWN/jp3r/H7PJdNqcG11wMc/r0G51G0WTTOJxBt9EdkaLYWDDWqn9GqqHpg5U/gZeI5pkWyFXmYpdSA/H1bweCEU1Qyg2OynY2Wihccg+NQDxQNzFZI0QxOcKM6DY4Pc8CN8tgYZwxOrwWIt/MARzh20t/0ZVJKzyUNrOVKoMGwpqiMgbOTImNektuXDsrEp3s8RcXvP5oM55vBoZRLlA8OpTL6lP6keQ1OL4hTCfQMZdMpX48Ucx5ogdXP2B7purZCYB7opPzfbc+EWV3ZaKm4maLqhUDVBTgdRFmooopaxTkGJ4zQQBExeB7q0RTVoekCnj4QVE5JAwtR5v2ZFDIRTqN6NYslRWX8vZMpKrrPMykPmXRKeXD0ehUVZx775zHA0awpaveJ3GzT/zddmz2bZXD0asfeefaKLEUFBKX1tmeCOm7zFJV0XUMMThPNNsmI0Tb2hRicBoXGtMAerD2D1Wr3szguwOkg6IZMzuAsHs+XpCgYD3XUANyrKapQE01hIKNV2kBfWk1K8QFOshRVJwMcYnBoYhlSGpyFweBk015ik89WgO6dTE1bY/vcIEXlb0Pnv9Fxhwc1vcTg8OsEBMGozeyvUBtXiB0D5IAupMFp4JxQTESpRtvzbC4GGm3XwEXxhG4PVl2A00EoGtiLHmwImsjYMTgAhBRVxHnp1RSVeU9IDA6trvqz6ciy4yQsYDd1E6fvlasNqoMLRYNDKcV0KlEFZatAE1I65QWBsFQmrtLn/u80wTeuwelRBoeViQOINfsrsO1p0Sp93XYwOLZrY6aomtXgxLFT3QQX4HQQQZl4Mgan4BicEEw9SpTI+BCrHuilQda8J6S+NZzpiApwilq5bjINTkcZHGbyB2DBlIkr8WrM9Wo16DOyLLCSUlR0C1AQ1Nckg1PoQQ1OuVJVqTozRWXV4JSC65qKkB2Y41Qj154WyP2KwUmWotrfcIqqVkWVC9xlul2H4wKcDiIoE/eS+eAYlQg2G/DFBDNFJQlwCbxMvJdSVOY9IU0QJXUvpSL1XFqKynIOzABqtoO9qGilTBNsIDLubQYn3yEGp8jS4inF4IS340Z/QDDBN8p86gxObzx7/FnJGCmquDLxehmcRs4JBTi5OAanaGpwmkxRcQany4NVF+B0EDqDE5+Hzxs3ai+lWdqFcIoqqkx84aaoVLCcDtjAOP8NG4tlBlDdpcFZYCmqDPfAav89KS2qxGabrMKTjhNoQoPTg60a+HGGRcYWDY7q1B5dOGKeg0YWqypFlVCDs2Y4B6CJFFWZnsU0yCew24NVF+B0EGWmwamXwZF+X4wI++Ak0+BEMT3dhnCAEz72EpuQFDUuBHtJ0pwV5s8EdEuKijQ4C0NkTIF4pzQ4mXS07q9qlIkHVVSNHSNnWrtdt0Hg35W+f1wVHzcGTEctNFrC4Pj/0rNhmw8oRXXECt8BvVEGR+nhNCuK7h5HXYDTRpQrVUxYzJeAgLpMx6ymCKZyfzHocCbmivj3O3fikGXVEfaTsJ8TrsHpJbt4vuoGbAwOK6eOGFiTlInT/mkwN0WK8wm7BmcBMTgRZf2tRlBFlUokMiaPFVVFVW7sXujFKip6Vvj4TPefrReaJDIWjf5awOCoFFWMBoee3w3LKcBpTmTMdX7dfi1dgNNGXPyFu3Dah/4H+ybliFmraGiAwekVqrcZ/OvtT+PSr92Pz/3kSfF1U4NTsOhKqtWqlqLqpXNH9wnl/6vV8ICoMTie/V5KUiZOkxsN5nOWipEk+NStv8bXf/FMw+8PqqhIg1NLUfW4yJgChb5MCmlaDc9jLyp/zPH/JqaoGLsMMAanQe1aL2pwAjYm6Nu0tN+//2xtEej8ZDOpQOOUwAenJRocy4KXGJzDawzOZL7UECsrp1W7+1q6ZpttxF1PH8JcsYKnD0xj1dJc6HXuFpokD28+FM0wOH6FQFUNXN2KvRN+k0lu0sdhpppsDM5csaKdr14KcIKBLAVil4uVCnKpcLlmJpVCFVXtbxw8ACShOqUqzH0FDE5j52rngRl8ZMcjAIDXvmidCtDqgZmiGlogvajoOmS5GHUeOtxzrVZUIKyqqEiDUxsn8g0b/cVrv7oNysU4FYyRS3JZAPYARwWu6eggINRNvKEycf/feB8c/5hWszloplCu+3nMswAnnZ6/tGoz6O7ZrYeRL5UxXmMM7H4j/r+phBoc03uhmUn6Tz79M7z6Y7d2vFN0HGilbhsUkzoZc5M//33d/WBy0HfivXBCuhypOiYBNS61tjAZHFPcnhT8fn1490SD+5BFxjOFck9XEfJUxrxqcJgzdJRGxDT6y2aIwWk+wOmVZ4+X8hOW9FOKSl5wKW0VKxNP5GTcwFhO939/jAZnttZsc0kuo1KOjTAvBbbY6BUGxwU4bQLPc1ot8YUUVVIfHKDxvjAAcM/OQ3h2bBaP751qeB/zAVqp21JP5rm1PeSHpvUBqZcYHLonchEN/LhOJ3LlmKA5ackIcBo1+uOVJvc/O97QPii4oioearbZzHF1AzpF9wcpqmj/naCNjP97XxNl4hXmJ+N/Xm88e1KKapgCHBuDw8r/62FwmkpRxTA4SV3O46Dfs05kvKjBdTe2VQ/dj0kDHDOgaTRFVa1W1cQ2Oj7X0D7mCyTmsz1I5oCbnMHp7geTgyabPpZONL+nrq2oY2AVzkOQogqa6jVyvrh2575nGgxwDAanP5tizQV7N00VdKmeX8FmYPQXfZ+oRsDK6K/mZNzAmGOyhD3H4KR5iipag1Ng70lFMHNmqq+R9CSNC4GTsbwPSlEN9qURVboeBzrmPicyduABju1m4kK+KMU9wQxoGh0o+Pt2T3R3gEMMju1BStqqYXzGZHC6+8HkUFqAjMf8JwyKm5X/qokrxgdH+t3fVy3AYWxJI2whT3/e98xY3e/nn0saHM/z1HH1cqm4MoTLJNPfEUrlCq741kO4+aE9TX0ub9UgTa40DFGKqhkGx3x2uz2tQeCl/ARKUU1aNGCBkzGrZhSZVHmBUg/ossX54BDTOdiXjjQfjP6sqlZFlXEanMWNfcxrwKz0IVS0VXcCo78WMTj8QRgdn21oH4DPrpx3/Z348s93NryPONAkZnt4kwY4vIIqartuRIWlFTKWipukqYckQTLti6hvoDHHUm5r8PjeqYaEwQWDwQECL5xeLhWn8x630gd8of2tj+5FtVrFvbvGcP1PnsTHv/toQ5/LU5lJmm2aPjiNBDhJWMNuhNIraVVUvsjYmqLStFWUxpEWGnpw3ozRn/LBiamiGshmIttHRIFf9755bi/SDFyA0yYkSVHxtEISBicU4DToScEHnN1NpKjufvoQbvvVPnzuJ081vI84UBrCHuAkWwlxD5yo/XUj1H3iwTqw6A619mDZPF/SvUmDrZYSa4DS5imqShV48Ln6hcZmmTj/fzMatHowWyjjx4/tb6mome6/TCpeg/O+r92P8z/3c9yzc0ylbBtNz2ktPSJaNVSMMvFmnIxD91yXT4qEQlSKyioy5mkc/28Sk9oKBsd0MrbtY7YQZnDqDUz4ddc9frp7HHUBTpuwnzE4tslUZ3Dijf7CZeKNDRQFjcFpPMCh47Hlo1sBlaKynJcgTx7d7biXU1S8BNxGDdPvKc8DLTiTaHCk86UmwXRKpcQaWamZdvaNpKnMFBX/v2l82S5cffOjePNn78AX73i6ZfssKsGmF7nSB4A9tTTy3ok59cw1yt6WE445FOCQ3ilwMm4gRRVKp/bGs8dZNsLSOkTGaqEhOYqbZeINpaiIwbFfm2q1qphOX4NTO6Y6NT98MZFj3k3dfi1dgNMmaAyO5Sagm6zRMvFGWzVoGpwmAhzSDNhcPVuBpCkqMoCzBS5joQCnu1ceHHxSUisnywDJGZw4oz/ApsEJSokzMZNvFEwLgkYqqcxeVPz/5vPQLtz66D4AwC2P7G3ZPos8aI1ZVVM6Ml+qqImm0fuX30v1pKiaYXDMdGqvPHu8cSZBBTj5kgowOAosKFILjQgtXDOpHiUyztqN/vKlitJTDfSlFatUrziYB26e56kFpdPgLFIkq6KiQQQNGf017EnB3rd7fFZ8UJOAbu5py8PeLAqlihoIrCLjGotFugzb4EkpKjrPvTLIAkaAk5YDDuWDk44uEzfTOlJAqPyZElb32WAGOHsn6u+BY3YTB3iA0/5rOD5TxGM1K4WfP3mwZfoRsYoqxuspXyq3jMHJxIqMjQCniV5UrWArOoHAByfQ4FCKqliuivdfgd2vUQ2U6foN1IKTRs4JvYUCHEnrydusDPZlEjV1lsBLxIHgvnBVVIsU+xKkqHjqYT6bbfLjmStWlCFhvaCbu1SRH/ZmwUWkcQzOQC3AsU1AJDJeuSRXe193P5gcolYrVJkSsC5RK/MkKSqpr1UjKzW6J2jV21BpalSKah4CnHt2HlL/ny6UG9IRSSixyTMISOVt6TnnAX+jz77elBW1zxUCnNruvRZocMIMTm88e3ScGeZkPNQXmOVJqXldPO7/Leo57G8mwFEiY3uKaob5SCVtCSQhbwQ49VT+dRIuwGkTNAYnJsDhK+X5aLZpDo6Npqn4Q9KONBXfp21QpO8SMDjydqTBWbm0r7Zddz+YHBW+6ras9qUgqFkNTjrlKUv2RgYyMukbrlWe2KoJI/chVFGRyLhQqqBUruCm+55TOpVW466nD2q//+yJAy3Zr5oIU6nYc6ylqIpl9f5GWFPNXDSq2aYSGfu/L8YqKskHJ5XysKTP3nBTL/9PwOD0NZ4CDqWohPM6y/Q3QBCY1Ou7Y1Yzzqf7djNwAU4bMJ0vqdI8wD7pVtggUg+DMxBxQyeBuaJqVGjMByqb6K4ZcJ8T2+qfvkugwZG3Iy+IZQO9F+CUWCBMg210FVVUgBO/mq7U6c9kw1xtUCRav5GJrSBVUTENzq2P7sO2L/0CV9z0UN37ToK7nvIZnBesWQKgdQEOr9CJO8dBiqqiBRgNedIkFRm3UIMT6rvU5ZMigQcrHMoLZy7MfAdalXQiJrWpFFUSBkeViPufk7IwwHHgzWEBNJzqmm+4AKcN4BVUgH0y5d4lScr3SI9AD1ijFL15PL3M4BQNBsc2SdC5i2N6uhE8ZUQTjnn8ZXYvRRr9JdBx6XqexjtdkwaH7teQwLlUifXGiaui2jPp37vPHJyp+/jiUCxX8Mta5dfbX3MsAODnTx1qCQPBPVbiKlJ4gMNZ3EaCDdEHJ4HRX1yVYhTMZ7JnysRLQRDKEVVJFQSu0UxqSIPTABtHu81lgzHNZPVmWJsGAInmGQl035EWy2lwFjF4egqIT1GlU4gtFQWCh4IesNalqBoz+yu3OcCZzsdrcMwUle2c0N9tk203g6cybQNUKSGDE2q2GeFkHLevOFCAs7Q/XOFWrlRx5j/8EJuv/qEmhDQRXUVVUaXoBw2fozhUq1X86+1P4a6nDlq3efC5CcwVK1g2mMXrT1qHpf0ZTOVLeGR0MtFn7JmYw3v/4z48JOh2uEtuPINDKaqyzuA0EeCkuQ+OJDQ3fHByLWVweuPZk8rEAe6FIwQ4TKsS1a2d0rVKg9NAoFAxysT5MRO4Bw6AyMVPFKhNAzGp2XTj48J8wgU4bUA4wLGkqATdRBIfnKW55iZp83gaZXD458etxHcdnMH1P34ycjIzwUXGca0aBrLRQtaCkS7ppQCHBy+BD45M+8f2ogqZRQoBDrMvaMaSPRAZ+xocfs4n54p46sAMdo/P4Tv3747YRy1FxQbxPpaioiDKbKYah0dGJ/GB/3oQf/31+63b/GqPH8i8aP0IMukU1o30AwAmEoryL/7CXfjyXbvw1ht+HnqN+zep6xVzj+eLFY21bYSFLGmLqggGx0hRNeWD06Mi4xK7RhxLavezLDIOpx5lJlVnVhphcEyjP/75BNWHqjY+BmNDfdeRl4nz/Zh9xroNLsBpA/YlTFHxiSTOrh0IJowlTTI45iTXqAanHgbnH295DFfc9BC+dd9zsft9bM8kfr1vClMJNDhFpcGhKipbioqYnkzkdt0IPXiJbtXAy3+TiYzD2yRlg+KgUlRCUMnv3a//4lnrPszqDUCvoiLR7VS+VJcvDk1Oh2bswQodIzUdpXRdUu3LL2sNRp8Tni/lZBzD4FSrVfX3QrminbemGZyI6i3T6K+vidL8hSQyBniKyq7ByWWYeFz4vvTcxWlwJueKuP7HT4pjdMDgBOnbcIDj3+cDBoPTsA+O0+A47K8zRZWJSD1wmCxEs2XiNHg912CKqh4NDq16d49FB1P5Uhl/8M8/xdmf+inGWNpBGswrlao6X4M58oKQUy50rCq910WD7P88tAc3/PQp6+s8XZC1TIaqOiamS3SiFJXS4DRnyU7pIylFxSfKn/x6P54dk+9BUYNDrRqKFSVkBsJmjlGg7zMXwSjyIAQAspnG9EirlubCn89SVKmIVbV2zooVLYhrpFWLlH6UKmpsvagaYXCStlPpNhQsKSpi0OUqquA9Ua0wTA2O7Zz8593P4IqbHsJ1P/x16DV6S18mpcZy8/nmjTaBxquozOfQaXAWMYjBkQZ2DqlMPGoiUQxOLkz51wN6CJYP+hVFjbZa4Dd3XBUVfVezJ5SJ6XwZU/kSxmaKeOrAdPBZEhvBzhVRsNIDx4OjoRhDwE7gPf95Hy7/5oPWSZ4CDt4p3FYmrpeSS+fCTBfYU1RpL1kTWBsiGRz2/2rVH8glEENjq6LiZoJx9xYHfZ+5CNaHByH+v8mFtjw4P2bVUOj1ggqeoivV+HXOl8paYNgIm6I5GUcwfdZeVC1o1dDtkyLBxuAoDY4kMlbdxHnhiBS41gKc2nhkkybsrS2WJwS2SM0fnscC0GiRcZQu6Kt37cLV33tUdmi2+uB097V0AU4bQOXNFEDYBoWyUI6bhMFZ2nQVlZ7Wadz2PbkGp5QwwOHH8uR+FuAIgyJ/mKO+ixbg5LorRVWtVtU5sQWJmseNRdwnpR6kQTNJikpiFlth9GdLUQHAfz8wGrmPnCVFxQOcg9PJAxy6/sVyNVbAThqMelJUD+8OhMgkJOWQnIxlzVTwt0JJT1E1p8GJ60Xl/0vsEgV5rTD66/ZJkRC0atA1OKQpM0XG1WpV6yaeikgBhhkc+bwSS2SeMx6EpFOeuj5m+m/GEBnbxg8AuOKmh3DN9x/H4zXnbv149TJx54PDcO2112Ljxo3o7+/Hpk2bcOedd1q3/fSnP43f+q3fwvLly7F8+XJs3rw5tP35558Pz/O0n61bt7b7ayQG3byDMe66XMgX5ZkA6A8PtwtvBPTgDjWpR+HlnlJFAQetCOMmIT7ZPLEvCHCKlUpoZcG1RAMR5d/5GpXvecF23ZKiypcqoK9lmzx0X5oEGpyIwYd3O+a/S/vSBMtNlIkHImN9suZ4fO9k6G/8ntfLxMNVVEB9QmN+bsyWEmobxZzVn6J6eHdQOSVtX2KpjEhDOHZ9eC8qoFENTo05ijP6U+yA/3swMdb9keG0aJcLUwlF4/oTAh8cfczj9xSvjpMYnILB4NjOKy16winp4PeUZy/jn1MpKhIZy/daqVxR3+fpA2HLBXOhkbEEVN2Gtgc4X/7yl7F9+3ZcfvnluOeee/CSl7wEW7Zswd69cuO6W2+9FX/8x3+MH/zgB7j99tuxYcMGnHnmmXj2WV2IuHXrVuzevVv9/Pu//3u7v0piFBMGIqIFv9XHJbiRApFxY80GTXq00cmePySxDE45GYPDJwNe3VWthh9K+h4pL9rsins49DWhJWgH+HmzaSokv6RQFVU5fC+JAysJZykgtGibgPj0SRyClGqmdjxVtW96beNhgxjuz6BYroZWjr6vh/9/LUWlNDh6iqqeUnF+bsyu58HnB/eN/2/yFBUPcKTnS6yiSpCial5k7P8b36pB1+AEwvXGGRzVoLFL2NM4WEXGOVlkzK9HX8bO4PDAPWjVIJ9XWjiaCwwelHIDUFsKOqOuo/9383nmpqq7DoUDHNPJuJlxYT7R9gDn6quvxkUXXYQLLrgAJ554Iq677joMDg7i+uuvF7f/4he/iLe97W04+eSTcfzxx+Mzn/kMKpUKbrnlFm27XC6HtWvXqp/ly5e3+6skBt28QzElyRVppWy5YfggqUTGjfrgGAxTsRxmR5KAf684kTE9kHGr7CgNkvkwcTdYYiSk9wcsQEoNBN0yyHLHa1vKUQs4LGXbYuWT8BXD3dclBocCx+j78ieP78dNEVVxc6pVQyb4/Nq+gwEzjRPWDQMAHmJBAaB3C7elqGa5BqeeFFUCBsecHIhpSRTgjHIGRwpwOIMTwbgZKSp+ThoJ0iXTSLnZpv8vaTaaSUnQ/dQfI6jtNvAglIN3FJe2p/fYFhrlShC4B0Z/8jHYGBx+ydKaBkf/rFCgamFwuMZnp2CaWTCC/WaqK+cTbQ1wCoUC7r77bmzevDn4wFQKmzdvxu23355oHzMzMygWi1ixYoX291tvvRWrV6/Gcccdh0suuQQHDtgt1PP5PCYmJrSfdsIsL7UFIprfSIzRH3cwpf02nqIiDY7/oErsSBLoZeLRbFJSkbG5AuEIl5sGItBg8okSyKWbqgZpB3iAY7tPVKsGz97fRusxFEmN++9T92acBsfiuwMA537mDmz70i/wwLPj4nGbTsZAcM2IrcplUyrAeTgU4LAVcZoHOIHImD8X9Whw+PmbtQY4tSAko6eo4p67UrmCX+0J2Chp+6BCi/f7ik9R8XukEQ0eZwOj7AT42AQEwV2UT5cNIb1Jlzx7cTDTuQRbioq+Z8rzUzgpSwqQX9MgRSWfk+lCSXxdT1F51pRz+DrK15x/l10Hw8UOtmab3R6stjXA2b9/P8rlMtasWaP9fc2aNRgdlUWFJt773vdi/fr1WpC0detWfOELX8Att9yCj3zkI/jhD3+I1772tShbKP6rrroKIyMj6mfDhg2Nf6kEKBirZNtNIJZsxjA4fZmUWsHWw+D8YuchbL76h7j10b2BBifH/RMaFywCsicEB33XmULZumL292n/TuE+SrUVVialJmIxRcXoVVqNdYsGZ1rrmJ78PrGV3mZiUh7FBOyi5LsTFQDf9tg+8e9miop/HjcOOzEmwPHLYINVtKbBKTVWRcXPXxyDQ0Fx0nYFT+6fNsTA9hRVnJMxfx4KpganIQaHrm0gIK5UEWJwzZU/pbMaY3D89wSTeXdPigRabCWtoioY94vtunJWLgj65HNCDI75ckVLUcE6rvGUJP83HOAE4/czkSmqWpl4E0145xNdXUX193//97jxxhvx9a9/Hf39/erv55xzDn7/938fJ510Es466yzcdNNN+PnPf45bb71V3M+ll16K8fFx9bNr1662Hncg4o2uUpLLxC0BDt1g6SDNkq9jgPvBo/vw+N4pfPfBPaE0BdBg+Sd7z3RCBgeInoiiAi1z5cerXPoiUk88f5zpshTVbAIGhwccGcvAIlrwi2XidG8mC3BsgzSfEO9/JszgVKtVrUzc9OngwQtncPh+VYm4sYKm3jv5YriKqlqtJnLL5ufPtj0FF+Q9lE2YojKN/eQAhwLSVCTjxidDk8FpVasGIEhJBb9bGJwGUtn03KomwZZJ8cBUHh/4xgNWRnC+UWLpPA4SzZspKrOUOjD6088ZL3qgbW3nVWlwjHPGf40qE6+q6+j/bptn+HfZeXAmFPA6BkfAypUrkU6nsWfPHu3ve/bswdq1ayPf+/GPfxx///d/j+9973t48YtfHLnt0UcfjZUrV+Lxxx8XX8/lchgeHtZ+2okgRRWtleHRdVyZeJ51VVZ0ZB0DHD0g+WKZMUwBg9MIbVyP0R/fNiqVEHUcZpM+NUmkohkcPvD0tsg4uE+sDE5cqwbj2ieuojL2xX+9TwhwiuWq1gwwa1R/8Wvy/DVLkE55ODRTxJ6JwCRTMvnzf+c+OMHxj80Use3ff4FT/+7m2P5q/H60pajUCl6lqORzb4I8cHJKF2a/Dtl0dHq6aIiM8zHMUBykZpv87+p3Y2JshsGh89Ufw1Z854FR/OvPnsZnfvRE3Z/RDthSVFyDwwMB3l8MgLVKjW8Xt7BVGpwIkXHa89TCzZwT+CIagFUXxNmomUI5NEbnjTLxZprwzifaGuD09fXhlFNO0QTCJBg+/fTTre/76Ec/iiuvvBI7duzAqaeeGvs5zzzzDA4cOIB169a15LibRVHpHGJExpqhWjIGh1cC1cO60H7zpYpaFfYxM6qGUlTc6C+uTJx9ryjH2XoYHD4ARWlr+MMZTFLdEeDwydUeCAf6GhrI7D44ycrEhyIq/IJJ0J4+4amTZ8dmQywITx31Z1Oh9A4XLfZn08oM76HdQbBkVm4Q9DLx4HP2Tebx7ft2Y7pQxq2Pymkz8zsC8VVUdA6S6rdI7Lx62HcwFju2V8KTXFzvMNMHpyFPGuE+kT7bTFHRhFat1q/DofNFPZNsYxy5Ssfp+eYLRUuKigKccqUqPr9miso8t3wsj+pBWCoHIvrwAoOnqDxrhZ/ZNNXWnmPSkBjsOqQvEFwVlQXbt2/Hpz/9adxwww14+OGHcckll2B6ehoXXHABAOC8887DpZdeqrb/yEc+gg984AO4/vrrsXHjRoyOjmJ0dBRTU75ob2pqCu9+97vxs5/9DE899RRuueUWvOENb8Cxxx6LLVu2tPvrJELIB8dyE0grc9vgwSnCvgYmaQpG5oplTVvQjOjW7EUVVYnFJ8QoBifKIyNkUqcGFC8oQY1Iy+Qy0WLkToCn9uKYvijjPYnBkWhvUwAflaJKpdiAGMrt6/u+30grUODhebWB3LjPVOl+bcAM0lSBQZ5KERlVLDajv9GJIDW0ckm4PQJHKYEGhz6fjjHps3KwFsCvXuqn1U3mEQjuXZ6iijOzzBtVVM2lqDwt9WKyDKqKytBuSNvGQWlwYkTG9OzX01OsnTA1NYSBbFqlXKc0Bla/X2zeZnxhFrUYmdZ68ckBKF2WrGXRG66isjA4xgLVrKSypt+6XIOTid+kObzpTW/Cvn37cNlll2F0dBQnn3wyduzYoYTHO3fuRCoV3ECf+tSnUCgU8Id/+Ifafi6//HL87d/+LdLpNO677z7ccMMNGBsbw/r163HmmWfiyiuvRC4XPajNFygYUTqHmPJfbvQX1w07l0mjL12/yJhb03OHzmzaw2yxMQ0OH+jLlSrmihUlJDTBn88oDY40yGfTXs1x1hgoKsEKSwUuwjnhA0+3pah4x3SpogmQK6TMSULeRghwEpSJJ2Nw9N9/sfMQTjsqqHSkACZXEwibGgHTwO+IFYMAgD0sSKFt+eQKGD44tsqzmOubpIqKUlR0bwUsVLIU1epaDyoxbaqlqOwBqZ6iqoCfieZExkGrBv5383dTu0GvCebMVpi+W9YFn5G+7DRsZeKe5yGbSqFQrmjnzdw+jsGJc7GezAesii2FGO4VZm7n/xtX7m8KpncZAU6esU78u3U7g9P2AAcAtm3bhm3btomvmcLgp556KnJfAwMD+O53v9uiI2sPzDSAfeIK8qNxGhxNR0J9YeoYCEpKg1MR/WOaZXAAfzVjC3CSMjjSxDQy0If9U/nQhF1kA4V6wIXzF0y26a5LUdVTJp5mhl5hJ9JwUCJOmEabDqksX09jWFJixrX4xc4x7XdahZPuwqTQzRWhNEBzt18Oosnn2L1sIm7y54FDHINDE1biFFWNwaEmm6KTMQvOI1OK7J6wpUTqgcT0AWHm2OxFlUnZg6HYz0yoweFp9G6A7f4DaoFCWf8u3I4CsDM4BYHBkc4pZ4dsGjiqLozzwaHLZ8sUUIoqk/JQqlRDlVRqgZ2lZpvx1ZXdgK6uoupVqBRVRBoAkAcbu5Mx05E0UOqsMzjBg6sejAj/GRuilPihz2cDQZQGx/xOfelUMBnbNDjpsMaDI69tF0yk9ZgbPr53Ej/99f7E2ycFLxOPa9UQVSYurcwle3fartkqKvP3B54zU1Q13UWGeuDoA3Aopy9Q3qqKxZKi4vfDkBFYx02S/H60++A0lqIyGRwpbVBmAU7U4iaUmmC/NsbgBEwfJ8bCKapg8QVAY3vqXbUrBiem7xItbrolwLE5GQMyg2H2ropncLzIisfpqACHnlHVDFUe/yoG05OKYXCOXb0EgJCiMoz+eoXBcQFOG2D2ekoiMo7qRwPoXi4NMTi1AT1frKiBRPOPacSC3XhPVLsGPoBGMzj69x/KpQOzOUuZeCYdMBvS6pDKjfsyKVXN4x9/soezWq3ivM/eiXM/c4eWQmkFtDJxWxVVOZhssqlwIOD/zoISi3Ecvw+T+OBkUnYTOvP3GVNkXCQGR07vmHoFs8qK/z+dMhicbHjYWrdsQPs97tnQnIwtZeK8So9/h7jKEbq/AwbHCMzZteOtGmTHY/v3aFZk7HlBkGOu6OljTYM4ads40HkciHEyDhicbtPgeKHXJA2KyUrajP6CwDkY2yRdE08bmWOtGbhYU1TWKipjcVr7rBPX+1o40+zPtiDpdtNGF+C0GJVKVT2oQbPN+BRVnPW1JjJmgrKkLIRdg1N/yTnB/F5mHlf6fCBGg2M8yEO5TDD5hSZstgqOKhMvBw8npahs20rYO5nHc+NzqFb9Sp1WggsJkxn9yeciSVpJYzwi2MUkPdLM62SmeeZYWhAIsx8FM6evAm0W4Bg+NASzqqovncLKJX36d41jcHiAY9nW1FTYhJwmxgyRcaWqfx6/zrHNNiO+R7MiY/5viMExtuMl5fWu2uk6Uvra5pzOF2HdgGgGJ/wcJjX6C+59xrYKz35Uiop+J2LNmqIKVVHJ9xqN3ces8hkcW5m4WUXlUlSLDGLPKEsgEkTh8b09tDLxTFCymfQGU6ujYkVpgrJa88nmU1SRDA7bNrKKyjiOJbmMNXhJWg3GV1Z8sEqaluM9kuKaitaL2WJ8ikpr6WFhEbQgyEJ7a93XyXRNuO58dWirujD3baYVAg2OnN6xGoex68fdmTn6jAknl01h+aAR4MQEIZoPjpXBMSasxBocncEx38OvQzadUmyA7GRsv0eb88ExWAaLBoenphqd1EwNDiCnqehv3eIyrvxqMlKAE34OzTLxdO1fk/Hiqc+o4HZKY3Dk6xNicGJ8cOjRMfdHvagOX+4zoVP5kvYshqqoYloLdQtcgNNi8IdzMMcfaPuKJZ2KN3wan/VvwJGBrPbAJR0MFINTLMvi3AYGlXo0OHzbaB8c/zheesQyLO3P4DePXWmlX0tqoAiYKHO1DOiTKafak6blHmGlyzMRbSYaAWdwbNqDMpvo4xiVKHO+IOXiKbGgyOCUg30l1eCUK1VtQFQMTpYYHD1FFTIOixAZZ4wUlcd67wD+xHnEYYPaNrEpKnasNg2OKTLtS5CiypfKKl1HPjiAEeDUrpXnxZt8tjpFZWNwzEfBNPrj29ZbJm52zgaiS+LzLX7GGoXpg8QhjddmQJS2aOHybPyNOqd8PA2LwP1/KQC1++BAOxYbg0OftZ6lejkjb5puOgZnkYJH0LwVgqh10DQ40TcMsR4rhvoaYiH4yllnPuoXLKvjr+h52UiRcUIGhwa+I1cM4hcf+F184H+dyLQPpgYnnKICwueal9j7Jcv1VVI9wjpDJ2kDUA9mEoiMpUDYxqhE9aLSjRHt50BKiZlVU7QNd8PmAVqgwYlOUYUpbxYIMI2ViZwW4KTw9tcci38+9zfwx6dt0PZvQ5Ju4qYGI0mKioL3dMrDCsYq8Qm9aAROfLI0md6o71FPqxZ1HGaAY9GJmCkq/n/zXoj9TENk7P8tvA/ltt4LImNBg8OLHgB7EMADocgy8QgGJyjjN+9NfTvVqqH2FTKWgIo+a/lgVgn2eYfxWUNTF2VF0U1wAU6LwQdFPgiLqQA1iMSnqA6xACeT8lTuNW8Rppqg/eZLFe0Yo8S5caD3LBuUe7NInw/4D4s1LVAJBpWMGijkEvBghZXS0hbWnLdZDWMEh6PjcyH/B0BvAmmKaZuFViZumbCkQNg8F2KrBks/GZ25EyYarcu9hcExys35/oHAybjfOOdSqwbtdfY5PNAywds39GfSGO7P4nUnrVN9guIC9nKCAEcxSHWkqCh4XzaQRSadUs8pf0/JMhEC4Z5QkSmqJhgc+kxbKbPJEACNMzhBs03+jErMYTBG1VPh2C40mqKKM/pL6oMTXSYezB0A73RvSVGZTsbsuKvVqvqspf1ZDA/4z9DEbPD55oLFMTiLFNzeW0uHRDE4qegbHQAO1AbO5UN9PkVPEXvCQU7qG9WqFNWyAX+lmlSDA9iFxuak4v9fZnCKakDRXVnN7WwCOZ6iqlarOOvan+B1//gjjVXJl8r49b5p9ftsoXENTrFcwd98/X588Y6n1QDOAxzbhKVXSEUzKlq609Z9nV136f5JwgbR77xEnwcKthQVBR5m2WlQ/s5TOXKKCjAZnCDYSfpc6AxOtMiY9pkkRUX39fIh/5mQ/JlMZoqzJObEHxXENGv0x/81PZMiU1R1VlzStcjEpOL5Oeq0DodbKkSJjMvCMccZ/UlOxnVrcGqnx2RwbAGOeb3NXmy03dL+DIZriwRicPzGuXqaUQX7Xe5k7AKcFoNKffuUg2t8KiCd4op7+YahgfOw2sBZrziYP0BERzaboqJAYqTG4ERWUVX11ZDps0CQ3ENt7sN8wuaThPldzHSIZG5YqfpW/5P5Ep5lfVge3zulnbvpJhice3eN4Yt37MTffP0BvPc/70OhVDGcjGM0OJomxpKiStmdcen75mJSVPVUUaXTntY6gZA3GBybD07A4ISDh5IRCHDwUvF+9n/aX6wPDu8mHuODk0lHTyIclKJaXnsmqAJM7ymlT5w8gDMff8m4MthP+Di+ds8zuOupg9b3hBgcm8hYSFE16n3CTQ2j9iGVXHcK/BqLZeLC96iXweG9qOplcMqGCDwrLBAAu2EjP9c0bqdTHgayaQwP+NKKiZrukz9LVAnnGJxFCnPwijLS4/RhsJKSfSYOTOkrw3q9cPiESCsDLs5thsGhajHbpFKpVEFz7aaanf+PH5NN80zvEYCVEBvBHNfgcFbLXGGHPFeEa8K/Py8F572RgOZSVDwt95W7nsG/3PZrzCTqRRVmcKLKxG1Gfzx4tAWN/FplUilrzxlejUMBBvcvMVd85rUJa3CaSFFxBifhc8HvEXsVlRGIWHQOHLQQWVbT31DqgD9/Zvk7J6hCDE4dIuOdB2aw/Su/xF/eeK/1PbT/OF8U0+gPiE+jWz+T3XdStRzB7LuVBF+9axe+ds8zdR1PEvD7MEqDUxI0OLHNNhkzmDRFZfPBoXsnq+57mWk1e4rxW5hcjJfkMvA8TzE4VNjCmVlasDgNziKFSb1nI6g83TE2uBRSjjvE4NQZ4JgaGDo2lbttIp8/pAIcm+V98NmvOW41AOC2x+Ruz4EJIVs5qsmxIm9reqmYKaqiMZkK5ob8GPdNBQHOI0x/AzSXojKv1b27xhM5GUuMii1llEkFpeRmoJxEg8PvvXSUBocdk2JwWKonbzX6M1JUpnGYNmGE05UEnqLiwU5SrxotRWW5b8M+OPbJmUBaOWJw6LkuCMF01gjugOjSftvxEfZN+SaUeybmrBoWM2i0pyD9fzUNToTrbhT4dZSq5Qj8vCYJcGYKJbz3P+/Du//jvpbbNxB7kUl5IVsCQJ7gTW8nm9Gf0uBkuIN9+PvqVVT6a6aTsTVFVfvokAaH7XBijvQ3/jiuNDi1wIfmiwxbYDkGZ5GiHnt3HuCkGQ1q3jRzxaD0lBiceh2IJUq4WR8c1dcoG938k6dKXnO8H+Dc/+y4WE2l6Gw26NuO0bRGt03adgYnOF6uaeEMzlMH/FQa2e43w+CY98CugzOaqNRWFVNhk5KkValWq9q9ZGdwAkYiTpQI+Oknay8qdkw5IS0UEiUagYfqJp7Wq6ykFJWUIuABDu9/FgT+0ddJExlbrmm4TDye7TykUlSUSo4I3FSaiH2mJZCUYAYBlGooVarWVKrZpJEeM1urhjQPcCyu1nFQAV0qSNnHtaVIUio+OVdSthCtdhinzvSrl+Y0FouQFZ4Lc+y3LQ6CcSutMfdmUDoV6WTs/0vHZisTrxpiZCkwo88hJn64n1JU/t+JjeVVcFGBWTfBBTgthhnFq5WrlKJigwgfSMyHnwKBbNrD0tpNGNfaAfBvbpocpe24BqcRsRitAsjvx7bq4g/4upF+HL92KapV4EcCi8PbLxAkUbC/rb7CzwqTCRCeTKWAie97LwtwyIiPPE2aCXDou9EA8uSBae1122qdpxWkCYL/X2u2aWEDosrE9X0lY3BoQBdFxrYqKtIDGWWnWrWRoAMh5LK8ioqxOYlFxtEanGq1GnKmjao8I5giY6nyykxleBE2ERITpYI44zW+4qf0gomykQKmccfWbFNLUUUwON+5fzd++ricdlaLFiaqlf2X6ktRcdZmtMUBzt7a/taM9Iuvixoc47qmLc+hxuBEjPsag1PV92MrE4+ropL0eRQYU2pqxGRwamMef+Zs7WC6DS7AaTHUTZ7RbzxpoOJCPr2SQg5wlg/2qe6xUpkiR7Vaxdmf+in+4FM/9dtHCNv1cco4oZ/OA8+O419vf0rbJ/XcitOQAP53/e0XrAIA3Par8IBopp0AnqKSV0JxeidiRiJTVBYGhyZqWpHPtCBFRaZ05vlKIjImRkUzxAuxLnErx4C5oxWwtC+uDQtXbVXUMdHAJ4qM47qJh4JTfiz0GXVUUVkmfxN6mbidXeXHFtUOhBASGQv6MXOlD8gTJiCnw2iRY94/fMU/ZqtSNIJGmxA2mBiDv9nSWQenC3j7l+7B2750j/iZ3DAvamHGg85kKaogMG05gzPu72/tsBzgSClVSkP2mToVy3OYYy7WgORNowep/HWTYYvrRaWut8Du0ueEUlSkwak9y7zMXxqHuhEuwGkxrAN3RJl4KqWXOdsYnBVDgXFYnOBvYq6Ee3aO4Ze7xjCZL4lUYjZjF5vacNl/PYAP/NeD+MWuQ0HPLcXgWGhxPgF7Hl5VC3Ck7txBWiA4H7ZzaGokbGk7uw8OZwuC//MAh74TnfvmUlT+d1s7PCAKZ+NaNdgaaZqsi+3e4MG3ZhbJzmtiBqccHFO/SlHZy8RDKapQqwYpRRW+Fwim0R8hqTaND8yzxXIoPWD2iwKSpaiUD86gUSauMTh6ior/3wwkpQlkSb/cKJVXMVoZHGPCsxr9Gaks/xjl4GRspoBq1Q/uJO0PT/VJgYHaTqhIigJncPZMtLZH3Ghtf2ssAY6U6rGJjEMMDtvONu5zbxrpdbo+qheVJeUcqqISxo/AA4dSVMTgUIqKKiIZg+M0OIsTZj+SSEM1NtClUoF5X5IAR5rMH3h2HP/fv96Fx/dOaUxDqVyxanDqdfWlFerYTFEdZ1wVFQ1mnucHc0evGgIA7J8KD0qS94nNpTOkd0qFAxf/uPS2ANI14QPV3slgNWgyOM04GZMuJJdNKU2P/rolwGHBhBRwaAwOFyLbxI1p3fm5IAQ4dK1suXZeRaUYHMaExBv9ma0a7FoVs5s4EFFFlTBFZWvnQeDnJFwmbh/UiTlZbgQ4URMhYNc0SEzUEguDM8lTVJZ2KKYGx9aqwfRZAQK2xxxLOAMmHW9RmNBlkTFPUcU/Z7xtCjEurQIxQrYAR/TBsZSJh64pY3r4+TW9acwhW6owpOtnbdWgnme63uHjpkBmiWJw/H/NKqp+IUXlelEtMtQlMja8DGxRsRjgCBb6N/58J7774B58/RfPaD2OSpWqGGlrhm8JAxyaCAqligquBmNSVPR80yqCVgLFcvi4gj5ZbOVoZXCClSH/1+ZkrHxw1HbxDA493DRhNeODo5xR0ymsZbl9GuNs10DvFB4+FyZDxtMOfEXNP5+LuDWxtVGdYcu161VUNQ2OxuCYrRqMFJVRbSgxOJQGExkczQcnnKKKS3HEdUPn55fOVZIU1SEjRUXv4dfWFC/728nsiOl6DNgDHC1FFavB0VMWZjBsjk38Pea2/LpLYwD3E4pKUfHzmqSjOLdYaFuKaiS8EAFkATHpgIIKuhgm1WBwONMzJXiK6QyP/6/ZbDPcqkHfTuqPFaSo/ONWDI4KcPzj5SJjyU+nG+ECnBbDlqKSJi/6Uzg/qm8rBzjhG5W8cibnShqDUyxXrBqcels10MrKp/X9v1HvkjgGh74nn5BCEwvpLtiAnhU8UgA9t++/R56AzJWVmnS0FFWw70MzRfUafacVQ/5D31SZOJuseIBDoj6byJho5kwquF66bsZ/X8oLpzv5KeMrab6drufRr1VaCDz452dYSxKNwbGIjItlP+gK+eAI1y6pkzH/fyMaHCAsNC4a7CoQn6KqVKpKmDmiNDjh82c63gJReg3/9yHWuHepSlHp207lg6DGlqIyNThSTyX6Lv52wd9U4Gx8Ln+GpQCHV0ZGBYn8miQSGRd4iqrFDM5kNINjVpRVq1U8vncKAPD81UsBsPNlpj/ZeGTTXlLaiIJZ/ln8/56pwTG7iVuqqCTjV1uZOF1fvqhw3cQXKWwMTlRzOTVB2xicGbsGhwdDFAhN5Uu6SZTAlPjHFlTAJE1R0STGtShUphvH4ND34xOSGeCYrAxgD1zsbJmcfqC0RlyKCgAOTOe141veAg0Or57gA+ey2oBiKxMvsclGmgjLRiCQ0gZNnvIJVtKAzC6a18p2T4o+OJrI2P+/1GyzVKmqwEtdE2HAjHQybtbozwxwCuZ9GP7sqI71gB+40Fw2YGGuAAuDYznP9D5KHwDQ+m1xho4/82O2FJVFdGreepU6GJx8TIoqaL/iWZkqwCgTT5KiaqMGZ0+cyNioBntufA5T+RIyKQ9HrRzStjEDQr7Q8TxPCbkrQoAz3J9RDC9/loMKXP/3equoNA0OBTi1YGrE6EVFwb/M4LgAZ1HBFE9GBRBWl0kzwJkKBzjSSp5KVKfzJY2+LVXCGhzP0/Ua9aaoOEMUb/RXYxhY5QYFOebKuSSkJWwPbzHkGi2nsmwpKqkkmbC3NmDS4E3nvikNDvO/4AMnCVILliaDgQaHWd0LE2baCEoAXVsRTukJk69xrewanCA4l5yM8xEpKh58hDU4nE3S0ykcmg+OoMGJC9jNgNaspJJ0MlEd6wH9GYpKUUdpcN755XvxoW8/FNqWKhUBfVXPPzORyLiqn1OrcWTt1yRGf3yRYlYwmuX2URocfo4SiYzZs7h3ck50gG8Ek3NFte+1MWXidC4e2+M7nm9cORRocCzpP3NhJi1aaCE10JcWr1HVCED7MvIi0Gy5Ic0xpGUa6NNFxrPFMgqlSsiVXDtmV0W1uBCyd48IIOgeC/QO8uomksFhN9jBaX9Qm86XNfrW17ron0/tDZIIJ9XxVoLBijMZgzEMjmS5Tw9LaGIphdMSUp8iIOw7oVxjzQDHNOASV9X6e/ZN5lFm31eViQsVN0lRZAwOHzipG7t/TEKAo3UTDzMdtv5C/nbh70jnMwi+7ftqlMGZCzkZB0xmZIAjBG6ik7FFg5NrlMEJBdphlsVWeUbgTEZIW8Q+L6rf2mN7p/DpHz2pzjddGx7UcDaHf0/dBydcJm4aQvJ/k/SisqXRNA1OWT+PZrl9VM+9elNUM8YYd9BSGl8vKN21tD+j9IUmTMbxsT1+euoFa5aobWz6Ne4oDsjXIAiC0uJYT7cfLUTinMlNJ2OJKaX7kd9fk3PF0LPMv5sz+ltksJYkRzA4UR4FANPgDEoaHH+/lUpVMThT+ZIuMi5XQ/tUGqE6WjXwwIEHOLS6tA1KZuUGEDwsoRSV0uBwarx2jKFJVn8wVd8fww2XzrOkB1GfawwM+6by2uRBwWW5Uk3cJ8cE96FZK6SoAAvFT/dJ2otkOkgXYGVwjFSW1FGcd7j3/5XvSb2KKnwt5ywpqkK5or4jF03TMVWqweRaMlK4HHqKStDg1NFs0zx2/n6JSQTkQNRMPfjHI2iLhMDt/7zyKLzmuFWhz6fJZygnMzj8OKZiGBzTENI/Bnmikoz+bC1A+CLFfDb4fZNh1XuyyLi+FBUf44DWVVKNjkeXiANhDc6vagwO6W8AO+MVdjwOL2y5S7v0eriJpry4U4FQRLNNPi4B/nNJ6arx2SDA0VNU4ee1G+ECnBbDvFmkSZdgBjixVVRLwmXiNIBMzpXU+6bzhsi4EhYZ0/tt5YUS+AqV9p/yAg2OVWRspFCAYOIzBzLalleN2IIwYnvUuRZWh0nTBuY53zuR1yY9zrI0mqayiYyXscBVCjR5qwYpRWXrLwTIDA5d+yjDQzr9tqoXfk2jWjVIImJTiM9f58fDtRsmmjX6C5c6WzQ4jEn022DU3i+lqIzFDX+/ZPTHA6Y3v/xIfPq8U0PHUxAYnP5skLawMTiSBkczcVSiU/n6SkZ/tgVYlMiYv5bLpMTzERwfC5SSVFEZgn9u79AMiMGx6W8AhJ7DX+0lBocFOJbFgRk8q3uKbcebNgcNMsMBDl1HW4qqaiwuZbYoHHAHQuOSWCbOxxipd2K3wAU4LYaZDonSBNg8Kcz0A3lr6AyOPjBxenZaYHDMASzk05MgCufBCGl8MqnAFbdcqYoDv9TXhlYDswVZ+6CJOy20drCtwUjwlaCQNpC0OqY54L6pOUW9Z9N+Goau6UyxwQCHBq1MSlsdLu3PqGtvTszVasC+pTx5NWdWPnHhIh98zLRLVqiQMgXL8QyOFwSrwkpe6iZu6tT4sfDjkfqSEaxGf4ydi1pZ0vHT9rYUFT9GINqZXApwpGC6xFbnHBmmUaFzpETGLMDJZVIiU9UIg5MWJldAfmZtxnWaD04owAnuTe67JZUXlzUGJ0mAYzI4rREaj8Z44AD6c1GtVvF4jcHRUlTEcsQxOEq8LgfB0sLX2qqhgSoqKWW6VPWjKqpno18QGZv76ja4AKfFMKPzKA1OSOEu0Lfjs0Wl1VkuaHAo+uaNK6cMBsc3+tM/X2kELA+GBD7okMYnnfI0PURcioWQUxqc+JWzrQOxWW4r6Th4OiQqEDIZrn2TedaF3D9W0ho1WirOGZz+bFqxQoN9GatBHR87MqmgKWtRGOxMtoG/BtjL6jU2yAi66/HBoQC4yNKC/RkhRSUxHezeoH0X2bUzwd/L01X871EsDl1v0huEqqiEFBVgb/wKhC0i+Pv1ezK8Yib0G8+FlKLq4wFOTfNSqVQxVYg2+tM6xRs2AOFeVP6/PEVlN/rjGhyZwSHDR3Pc4ihamFcbKMChc9GqflSKwbF44AB6kcdz43OYLpSRSXnYWKugAgJ2xcbgmF3HRTPITCo47+x1dX0StmqI1uDoCx9ALxWPEhlL36+b4AKcFoNXygA8vWIMINpqyk4fUuCytD9jKSv1P++QEeBwurpQroRcMbONpKg4g1MbXDJpTxvQJe2DNAHTgDdnpqjUyplrH6IZnLBrdHhFqU86UorKYHAm84Ebby2Ao67pZu4/KQKRsb8/osAH+wJ2yFy5aiZ+aU+xWVL/KFEQKgRxNLFK2iZb2tRaRZUOi4y1tEQ2nKKi+yiXCd/P/nFWtGNppEwciAlwKhQ41AIKM/0p3LP8WMQUVTnsFyIF01KKimCm+wKRsS6kDvRT/uszzJcK8F2NzWPkDIkpIg8xOMbEyLcN6ZcijP7mjJ5kQV85YSGkMa9JNDj+GLex1tttb4sCnLg+VIAeKJD+5qiVQ8YYHWZmgOCaml3HRVfktNyI1RSB8wUEL4Iwt5NYJel+5KXiQZl49PPajXABTovBK2UA2TXX/53nw2sBjmD0R5MFsQcEU4PDU1SVamD65+8jfANGBQU2zGkaHEpR+cwIPUAStSzl821VVGoSFlo1mEGiOVBIjQ3zJWnSEVJUhvbnwHSBmdX5x0pao0a9cLhwEAA2Huav9lYuyYmCX8AIcDy9zxQNZGZQQtsCFtpbDYq188UND0Ml57WVqrEyFJ2Ma/cqv6Yh92hWRcWDEc8LNwmVVpZqv1oVVThFBUQLjYM2I/5APmdjcOpIUeWFYFquDpPZIf+76AyO5IOTywRpYToOSk/xe2DCcMMVxxwLQ2emNvi+Q1VBCVJUKsCxBFQ8FQvUl6I6eqWfFmo1g7M6gQanXKniyX3TAIBjVy/RtrExONYqKkuKSrJqMH2K+D2npbKM7aRjkgo7gn5UxZDlAz9m6ft1E1yA02KYFvQ2J+OKSBfbc63mStJ0mOUMDqAL7qSKBDPAMS2+JfBBJ2Bw9AksKYMzEJei0qqowmJYvq0qExdMFaVJR0xR1fZNDrTT+XKoPJLSBLPFJlNUtUnzr193Aq4860XYfOJqFQiYgSYf1HiazX9NDwTiSnqVhYFpQikMnCarmKSKymRwcpmgmkgTGZfD14R/Jp2DoqEt4rCJjD3Pi7wXCfR9lqprKt+HWeOzo2wVpMBN0uAVogK3EIMjp6jMcnhyMV7an1F6HVOHI9k1WBkcwejPWiaeIEWlmDyLA25cbzAJlCantBBvsdIMqN3GSlbUYSLN7lW6dygoINB3rVZlxsT0wSlX5HtEaZ+qUuDi/55ljHdRSmWZCxYpRcXGZ+pHNTErp6g8T2aWCL/YeQhXf+9R3P7rA6HX5hMuwGkxbAIyk30wV+b+tkKAY6jlCebAdDAU4LCO2BKDE3Jari9FRToU5U4smL2p70AMTpIycYEutblBm5oScTJJLPz0903U7HS+FHJApqCsUQbHbMR6xGGD+NOXH6kJmEOBMPuVV1EBwXkVJy4SLgpi5HBrC3u6K4kGp99IUZkCY/6duQYnZ2FHzO8ldxMP9s3LV4FkpeLESBEzErYrkIMQm5kkEDb5BCznOCpFZVQXSj44uUw6dA+Tyd+SXEbdw2OGL4xk1xCUMsv3nRTgmCkXHozYqqgCLVb0/RTsM4mTcc2Mb9jXypjdt5PgK3ftwg9/tU/7m9mbSQK/VwsGa0/gAm3Ozphp8yBQCN4rMjg8cLGkqAB9DFHbGRockS1ix0/B2rhFZMz3JTE4tz66D9d8/3H8x93PhF6bT7gAp8UI96KyrcwlBiccXdsYHLOHTFSAY+pc/OOrBQWW8kIJusi4rB17kKaIYnB4gCMzOHIjQvkYbblszvTkhclUmqToegz3Byt6CuKUBodSVA1qcGzMBf+bOUGYDA6fnOh8mFVUgFzSa55bicEpG/tKUkWlgluVogobg0lGf2aFkilALQrpSoKNweH7jdLg0D2yxMbgNJCiSqr3kqpWCOZzJDkZayJjxeCEA5wQg1MOP4dpYXL1f7cHQ/UxOBTs6mxF1HjIv1cUiMGhVNJ0nQHO6Pgc3vMf9+GdX75X/a1arYZ6M0ngz4VNU8WLKmQTP397qet40K/K5oPj/2v62/D9A+EFsrreggdYRmNwgntIep75Z5rpawC4/9lxAMBJzxsOvTafsF9Bh4Zg0s99FoFsRQpwaveo5FJr0vQZI6o/ZKzW+ABhBhH8+KJ8KUzwfVIfGPU9IyYVSQRrdTIWzN1svjVlY5UtsWXBZBpmE6RV9Qgz3SNnaDpWcjU1/TeSgldGmLCxDly/xJ2n+WtRqQexisqo8JN6csV5M+k+OLqTdb4UXvFlpRRVKHjQnxXl2yOkqAKHZC/0bCRJUSkNjoXBUSaSTaaoJPZR6rdGkCrSAD1FxcvEKYCfYpMyPdNmgGO24QDCCyWC2IvKavRnFxmb94KNjTUZsbgUVbVaVZVvq5c2xuAQU3NwuoBSuYJMOoW5YtDWJorB4c+F5HoNGAxObZuKsH1Qfh+812yMC8jzAr1GqdlCuaLeW61Wg27iRiAkOWvzwHzZQJjBMZlSFawa9061Wg0CnMNH0Ek4BqfFKJT00kWz2oHAKUIab6RIXQU4nj7Qmt1cTQaHI4nIOElZpqbBKZoMTtgLJfQd2MAqud8CMoMTTHzhh5K/LgWTUZNOQWBwhnIZdT0O1hpu0qSjGJwGfXBMY0IOaxUV6yQO6EJtpcGJqKKSqq0o1y5pluwaHDPwCoIPm8i43xJUSroo/h3peIIqqvD5WrW0H7lMCkesGAy9ZjuXHHQuFINjpB1tOpmoFBXdTxJbKDE4UnUYD/zLlaApKWcT+gSR8SRjcMh+IIkGx8bQmUZyQJTRnz1FlTf0G3Fd08332VAoB4HI6qX96jjqqeiR+nhR0ON5QdWkBM5ESa7XfBsg+L6S8aj0jNH912fxwQl8ioLPC4oGqqHtQzpP7o8lGGqSqezB6ULoGhJsrYX2TOSxbzKPlAecuK6zAY5jcFoMU2eREdgHgJdhBi3voyYlc5Vq5rJJGEdRPIdJv/PjqytFxfZDz4epf4ny++HfQRn9afsMVjdSqwbJJ4J/F8kvJ3GKik1oQ7kMJudKOFALGgMGh3xwmkxRCQyONBHy46KJhsR9pUpVvRY4HQf7jcq1B93Ew5/JTQX5Pu0anAiRsZCi8svE6ZrIlYGmyFgKBEYGsvjuO16lMRuEOA1OpRKsbFUftdB5lz87quow0slYCM7jGBz+GUOmBsdw91YanP4shmrfyXQzNttw8OOzORlLRn+hZpuJysTpGZUDxLDIOPoZ42niVUsDv5rpQhkjA8nW7fxYJ+aKWD7UpwWKqVT4viPwc2FNUbH3V4QAh56/SPO9TEoMCiWGLZtJAYWy+gz+7NvmmGq1Kj5nZCp7aLogaur4OTDZOGJvnr96qao87RQcg9Ni0OQalMdG55x1QzshUrcEOGbUTwzO85YPhI5JSlFRYGNzwJQgrYjpmE0dBgdvFkmQUlQ8MJE0OAUhIOHbij445E0iiozDgWQm5Sm9w0EjwKFuu4364JjBL0efkeYhSBoss39QUgbH5vwstazIGIOvVYOTjhAZZywpKosGxxQZB5YB8kSzceWQNrkRooJt87vQtTbPu0Tb82OUqg4LQuAmtRkJUhTRDI4e4OheP7Yy8SW5jKoEDKWohPNpY2XM6hvA3tZBY3AsVVRKZGypojLHx7gUFelvcpkUBvrS6lyaOpxKpYqP7ngE331wNLQP/vxPzBKD4/9rVkSZUOxnRIAjsa38PuC9nwCbu7DNybj2GRGpfK4Flyp1qfkqbcfvdeq9d2C6YE1R2QJeCnBe9LzOsjeAC3BaDnuzTXmC4BSw6DKZQINTKlfUYHa4GODEp6iStWoI74cGPakfEaEsrBAkoz9O0UqdlnXfmpqewOOVBOHVYeBGHJOiYpP/YG0yCQIcPUXVdJl4lMjYXNkKlS/2VE5MikrR3jo7I2u+dH2AWeqq+eAYFXRRDE49ImNpEZAEcQwOv8/oWpv3rU0nE230F76+Yn+0iECXMzg8iDdbNUSViQdVVHKKSruXLFVNktEfHW7YByeqF1Xt+VOLhHTteO0ePdJ+TFAlIzFb9K8Z4Dy0ewL/fOuv8eHvPBzaBw+qJmqpqaCCKjq5wZ8vqX8eoJdSE+PC3dcVqyI05eSeWdKzLLXSMKtIxUpdzipV9fOeEQKcfKmizrUpMk6nw/c2ANz/zBgA4MUd1t8A8xTgXHvttdi4cSP6+/uxadMm3HnnnZHbf/WrX8Xxxx+P/v5+nHTSSfjOd76jvV6tVnHZZZdh3bp1GBgYwObNm/HYY4+18yskRhJ3XUC+QaWSTSlvDugriLHZIG8sBTgSqyIdH3fAlCD66VCKysJAALJPS9C/KNgnDwKlVg18wC8IqyZJNCulhURdRASDY7ZqaNrozygn9T9DnpSjJqVIDY40aBoBQ1Q1GcVKvBJECoQyTGRcrPU8k3wz4lo10L78z6loxyUxHVGID3DCDI6p+bDpZKJ6y4k9tgTGJypFJTE4Kc9fPZ+wbhhHHjaIZQPZwF8rooqKJm3ze8cxfYDMutoZnOB5MANFswJnXa3J7HNjs/rnGZNkLINT+770TNJ1NAOnIHAJL0r4YmJiVt9uiZD65OBi3YLlXgHC7S2KrIkmQUonczNA0ehPWCCbKV5N55nSj4f2J6XMAN1dndBvms0K94MvMJ4AsEgYnC9/+cvYvn07Lr/8ctxzzz14yUtegi1btmDv3r3i9j/96U/xx3/8x7jwwgvxi1/8AmeddRbOOussPPDAA2qbj370o7jmmmtw3XXX4Y477sDQ0BC2bNmCubnWOFk2A3OQs5U4i2WYCdTyBE4P0kS8bCArKv+JJeG7CAKcYIUe1zRNEv6ZZeLSwCQFc/2CBkcSDgNy+bfpPAywdIDkg8O2o2oorqXhLBMNmuQGnVMMDlVRRQc4j4xOiDqdYsTKvU84dkAODk1quCxUnskMjj4QSx4tNgYntC/O4LCBMF/iBonhFBUAzNQYMFv6RzXbFL57EqhgsSxfJ17WSoxCPmRBIF+rqBRV3igwAGTGJypFxRkcHsR7nodvbvtNfO+dr0ImzXtRGRqcXMaqFTMF5Pz/IQZHEBnTqQiJjLkPjrVM3D+m5y3zF2DPGgFOSGQcp8EhBqf2TC7JyeljGrOkND1PF1EgNJWgRBxgYzWrWpKea7NBKd2T/B6RU1RBICQawEpGjGpRA+0z+Wvm86yl+tnF9jxPa+4M6Clnftz82u2ZyGP/FAmMh9FptD3Aufrqq3HRRRfhggsuwIknnojrrrsOg4ODuP7668Xt//Ef/xFbt27Fu9/9bpxwwgm48sor8Ru/8Rv4p3/6JwB+hPiJT3wC73//+/GGN7wBL37xi/GFL3wBzz33HL7xjW+I+8zn85iYmNB+2gXT48K24otamUeZsxG4ip8CnOVDfZpfBoEGGc0NVQlNg1sgrlRcCl5CZeLCwJS0TJxrBDxOvarJX1gFCx2pJct3roug0mC+quOfTYOlSlGFmm3aB98fPLoXWz/xI5x3/R2h15KIjM1zLE1KppdI4ioqI+0SpKjsjKFeCcK3C+5LLcApVlRALaUFgWD1bRr9mYsBW/ltHOLKxPn9MSAwiQA/VyZzGpGiSupkHJWiUlq2iuhbRPex1QenP4OBrGxnEO14bdx3pPGok8ExtXxKZFw77vW1AGf32Jw+ztVZRaUYnFqKkTRKJoNDC6jZYjnEUOsMjv++iQQmfwD3kKqKiy2C6R1UiGBwtCIK5sMklXYrjRS7PqnQwocxOJ70PFfVfZzywovoFay5c8oTngVhjHli/xQAvw1NpwXGQJsDnEKhgLvvvhubN28OPjCVwubNm3H77beL77n99tu17QFgy5Ytavsnn3wSo6Oj2jYjIyPYtGmTdZ9XXXUVRkZG1M+GDRua/WpWmKWiVg2O5CoqTNAVYTtAL9Ejx9IVg31azxoCDUA8+DGFpvzYbZBWVYkYHDHASWnHBtjTAvxBokFKKs3MChVhUtqAAhg+GCqzq3QKg7XX1bWsHSs9sNMRPjjX//hJAMDPnzqk/b1arSLK/8SWVjGrmoAwNSwJkcVWDUawLPXuCjfbTIVeA/hkmUKGCSHzpQorKw0zGUCwyg4FOMaAWYqooopCXIpKT6/J2icpBQpEp6gktlCq7IvSFgWC7XJosaQfh179pZgHxuCYTGOUeZ+9F5XA9rBAoVqtJusmXrsX1o70I+X52+2fCsxIzYVcXIqKAheVorJocGgxUq2Gj03W4NTH4GhVVELqOej15W8j6bSk86prcMKBpTSmmv3n9BRV+HmusPSaNCbxAGcgm9YWnUC42AEInoFuCG6ANgc4+/fvR7lcxpo1a7S/r1mzBqOjYVU7AIyOjkZuT//Ws89LL70U4+Pj6mfXrl0NfZ8kMNMQUtoE4AZu/AbVXwPsND2P6okFGehLa12HCXyQMa29+eAZVyouVlEZAY6owYlkcMIBTtYY+DMCyyRWoaXC51paVdPgNZUvsYaV9NmeKrNVx1oHg7N7XE6TSv4XHOaERZAExKEqqgRpLL6d6iYuTNbmtZIqQbTjCgW45dCqHdCvKQWWYQ1O7XhqgWyxwRRVnA8OD6RVawSrBkdOUSU3+gsH3ZFaLMbgFCzHAASTqcTgBGJ42bxQmxQVI2VJUQmtGkwXXB4b2Xxw+IKPunQ/w9JU3IcK8J8D01CQg4LkQTNFZSw+eBHDXMG4xsybLKTBiQlw+PgblaIy00amizEgs6088IjywYnqFaZM/rSqueDYuNWEdOzLWYBjloj7+w0HXuYY02l0x1G0GblcDsPDw9pPu2CmIUiEawtw9NRDBIMTMvoLqHL+MEi+IBQA+X2Daiml2sDmu+PKg5wJiTZWZeJGqTCHtHIUU1TCZO5/r3CaRBooIruJs+3oHHFBbFEdY0oNmuaxJhEZ7za0BQR+TFFGf1aRseBHEqqi4gOZmNfXGQHJVbZi7MvWVM8MhHLsekrGYKlUsJ9pW4DD0j98bjMD3jjElYlzxsvGPJoVZ+YxSoG8bPQXPsdRWiz1XLAqKul+yRnBKdfg2LreR2pwDFaGfuUToiSGNdvAWHtRsXuBrCyePRQ8K0FLimC7KEaZ0m9DBoMTSlGxcxA6Vo3BKdXe7wc6cWXivEFmVEsRMwUosXxxZeJSx3ez2SbfDz3D0tjheZ7MPgks4YrB4BxIAY6UOisJY1En0dYAZ+XKlUin09izZ4/29z179mDt2rXie9auXRu5Pf1bzz7nC1IaImBwDApYEA8nmUjMbUvGTSoHOLXO36mUmoikZpY8CKtUqjj/c3fisv8KxN1SiooeatNiXvquktGfyOBYVs1AsOoqSikqoZxcWlUPZtOgZ54GRC7ANVmwwMk4vlXDtCX44dqEukTGwqrbTFFJ94hMe+sDsVTCXBLuyyjxexDgMgbH1rvG8CqJEhnz89DqFBU/XzbtmI26l/p3qfeIppLh62pWs3Go81isRE4+JvNE9/HS/owoogdsGpzwKlxywAXkdJYp3g2lqIS2HZLQmI5tkI1fUWkqxeDkTJGx/mzyfZjnQ0tRzdaXouJWDVGMXBB0+L+r+yoTfr4kkXFfJiX2AJNSVDYNjnmb6QGOnXFZMRR4TJnPsu24bZrRTqGtAU5fXx9OOeUU3HLLLepvlUoFt9xyC04//XTxPaeffrq2PQDcfPPNavujjjoKa9eu1baZmJjAHXfcYd3nfEFKQwStGgwRn6TBiTD6C+lSmAaHrwil8kYahDiDw8W5dDPy4392bBa3ProP//qzp9XkH2X0FzWpSFG9pMGx0aVaIzkjl60bAoaDSSloSqU8LDHKSnlly2BOZnAGBNYpKeh406lw7yQgYApC90ntV0kYWlQDWVirwleYBBp8aCCWzpdUkSU11TMDL1X2X6oEPjhG1QVdAwoC+0wnYxZIaf4cLfbBkTQ4NgbHHPglwTtBdDImVlGrAIxIUWUCBidq8jGrECnoHuzjGpySJqwVTSMjBKyAHOjy8clkdcNl4sTmBZ8pMTi0zwG2+IiqpDIZHFsVVSSDI1RRJQ5wmFVDlGg8GYMTZu650WRGeJZpU0+SONSuuZTG8rcLrqMaE8QAJxmDo6W4I1JenUDbWzVs374db3nLW3DqqafitNNOwyc+8QlMT0/jggsuAACcd955eN7znoerrroKAPCXf/mX+O3f/m383//7f/H6178eN954I+666y78y7/8CwD/gr7jHe/A3/3d3+H5z38+jjrqKHzgAx/A+vXrcdZZZ7X760RCSkOYDQQJZWHiiqL8zJuUpym4il+soiqFNQf8BpTYAxqoqlW/mmj1cL/F6M9cwYe3kUXGNJD7/jue51lFxlJ7AkmwG9V6wFwFL+nPYDJfUuJMLpodMLbtN0TGUusLQHeO5QI9QBZFc9hFxmEGJ2jTUdG+o3QvSY00o3xwpPtSqrSxanCKQSsGc9VHz0RsiqpS0YKp1jM4wTnlqVW6DwFd5KkdIy0GIlJUYhVVyX4dOPqZBidK28GDmEIpSJMM9WXg1TavVP3vRc9aSVjRp4TgtcLFqZIGJ4rBsaSochqD4/cP4wyOpovKpLRUp4RpFtAB9hQVP75oBkfvRbU0F+NkLBQ+RJaJV2ncEhZmRmoJ0CvtohhU/pFJUlT88zj7Lz1jyw2RsYl6Wgt1Cm0PcN70pjdh3759uOyyyzA6OoqTTz4ZO3bsUCLhnTt3IsWeuFe84hX40pe+hPe///3467/+azz/+c/HN77xDbzoRS9S27znPe/B9PQ0Lr74YoyNjeGVr3wlduzYgf7+/nZ/nUjwhztspKev+NQgy8v86jD645MOZzPiGByzhYR2jGwQ5g//vqm8H+BIhoG1a5eEwdECnNrEQjRpX8ZjKZTww5FJe9oDKVnp89JN9dkscOGg8zRZy7mr7tFpz6rB0Y+5EhrQnjk0o/5vVghFuRjzv5t+LJENEkManDCbJfXvCnUT1wZOISXG2EIC70XFvy9PUeWMQTGUorKJjMtVjfGol+4mfUqcBifL/GToc4PebDJ7EpWiogmZBOP++8PBYZCmkFJUnMGRgyxA14PxiXugL63pMmYLZXX/JmVwJAdcQA50TTbTqsFhbJ3E4PBGsLlM2g9wIlJU1IuKysMprTxlGPrxxUjoWHmrhrn6RMb8XNC4LQU4KeNZlVg+qV0GT08qt2l2vFVBm6nmD8Xg6Megjp1lCqLG3BUxImN5vI1eyM035qXZ5rZt27Bt2zbxtVtvvTX0tze+8Y144xvfaN2f53m44oorcMUVV7TqEFuCopCGsPV6klIPwaog2M5m9JfVbtIgr8t71vRn/ZVQoMGRGZygXUOYRgeAfZN+OafI4CQQGUtCaW7jP1cqoy+TYkFGeKDIplOau6u08pDSgbYAUa34QgyOfg797+bvt78vOK7ZYlkIcPiKVA9oJVE0R1wvKrFVQ4QGR2IOTV+ZjHBvRnnqRFdRBek7ycmYfy6lqGw+OKVyRbseZnlqHOIYHF6dZZoUmmxmqExc9ZYKp6jywjWW7smoSSCnMTj2FBU3nSTjxAzTFFHT3ZliGctr74kyF+WsjcbgsI+Wxqco4S5gSVEt8xeiz47NKtaMFxhEVWQSbAxOqIqKBTUm2yRqcPL1a3A8yCyxv50edEgLM5Pl8ber7ZM12+R6Ovq/F8Gw2SxGeIoqiiWMC3BE7VCXMTjdkShbIJDyq8pS3VyZS2V+RuoBsKvS03y1a6miWjbg36B0/2VSqUCDI6V2uCNpKVmAo7qJR6SozNU+4E9u9NVp4InK35qrBSlFZVr98/+bFCwNYDQg8hWkKdSmh7svHT5mjl0HAwbHtJ6XLNo5bCLjJK0apCCOsyEAVGM9vl2fsAIrR1XaiMxYLcBh/aiCMnE5RUX7CTXbZIFbM2LFejQ4/Fnl965N4EvHMz5bxF/e+AutiaNYJm4Eo+VKUFYtVYfxhUKUyJhbFlC11CCrQFLpVDbhy/dJOHjlt65sJJcsaPC/R1hkTGZ/U/mSSg2V2OKwj7GBNpjfOUmKKnSs7HpPF8oolSsqRRXfbDM4b4WIcStlCLNFBsdgebTt0imxJUJUKjkkMrZV4FbCZpIc3MlYEhmL7F+EtUEn0B1HsUBQEAYkbgymC/7CE6882MgRMZ90uAYnx5wvqSeNek/aw6kblyOXSeHE9cPq71IajQdk+6YowGmuiop/V89jXahrq6yoni6moE1aeUgluTYGZ4nJ4LBjDKeoUuqYldC4EJ48OYNjltxLFu0cZm8htZ8oRqV2DqTqGLN6R+vzpRgc/ZwCAQ3Og9F6GBxfZOzvz5aiIiw1AknuydKMWJHeY6b7CFyDk2JBjs6yyJ9Pv3//kb34r3ufw6du/bV6jSqx9PYh8n3rv2bX4MwVy5GMJjednDE8Yfz/h0vFoyrktLQ4G6ckewJ+a3MLCsDebJMHOIN9GcUOkA6Hn28aS37+1EF885fPhb47/14hH5woDU5MxdfBmYI63ngGJxkLYjYzlYIhSUTM9ymlsKoRZeJmgGMeVqD5kecsQrwPDqXOBJa4SxiceUlRLRYE0XlwM9AgX6n6N1NO6Tj81+VeIvGiLc5W8HSN5/ml4uOzxVCAk055ePeW4/Hnv/N8sRGibkYWHMP+Sd8puVkfHHMl0Z9NYbZYVgOPGuSEla0ZhEmVKBJbVhQmbIBrcMIryHCKiqf90pgplEPUPKBrcMLdkaMnbBstH3iX2LVGUuWTKSCW+nxJOp2SMChKA7Apfg5SK+Vg1W4yNMZ3P2bVEv11vrIUtEBJkZTB4QL5QlnXfFjLxA3nY97Q0nS+BnQmzbeRiNYWaQxOxD2jMzh640kAoheOXCEXvgf0FFV0MEQBxHB/BodmimGjP8Xg6N/hecsGcHC6gGfHZnHi+mGNqaZz8OHvPALA72l07Gr9XqFAZiinMzihKqoIDY7JNnFNkGS3wcEXGXTsUa0aohgcKQXFAw+p47skXTCdjG1VVCn+nEWkQbPpFJb2ZzA5VxJFxtKC3DbedgrdcRQLBJIPBh90+KpfzocLKQNBGAjoKwNzBUGT97DJ4NQ+K6yNCAcGWopqKnmKSppUbCyK6WasVqxC+aw5YUulmXUxOP2yBicrVKLxCYsedMnNeNdBLprUz0OsyNjSMoCOK6pcV0oBmo00taZ6JICPSulJDI50Xg0fnLmSbPTnbxvsc8VQn7ZC5K8Xy0GZeCNixaS9qMw+apx9tKU2zZUpZwykFDX/P+9bxD+fQ53HYjlydT3ENTjEZuQ4SxK+T+UxR38NYJ2qjY+V7gMaE2isMfVv9H3NRo2HLfGvPbWZ4ec7ZwRDvDqREGZw5F5UkQyOoaN6bsx3IR/IpmOZQ542UmNHhA9OkFoPj1tiWxVu9Cecd9o0LaYQoY4NsFfg8jJx23NGTJvsgyPNV9H7m2+4AKeFkHLm2XRK/U5iQEAW3kqN/CStDmBocIyVHgU4ywbDDI4EmcHhGhz/wZdWY2Gr/ggGxxrg6GkUqXzW9GyRWjVI38OqwTFy9lzzYdPgAEGwY+bzq9VqJIPDm+dJUK0aLCJjUTdR+55iOwejkaZUlST6BpXC+hhJAxCuogrSjZJ7rf8dg+M71mBv+PFzkXG9Hjj82K0BjqkfErZX58GSoiJwxkBa4PBr4qfe/G1Snvw8cj8hW7sIQLcsUILbLEtRZYMASH2+WJFXu7aCgNXGGnOGJ2Bw/LGGpwX5M2LeCzxAA/Rn3xSfS41NlQ9OiMHRvX9mE4qMAeDZMf/5jUtPAUE6tVgJ+jlFORmrbuLSPaJSPWEmpI9JDiQhuJgBMKqoQiJjFlBFefgAQYAjMThZgVkKhPEuwFlwkOhHIHi4pcFGrHyJWCkTpBwwDcZ/fNoG/MYRy3D60YcZ74lmD6SSYiAsMuaddmmATNJNPI7BiRJVhjQ46lwLAWKlynpMyZ9tihJ1DY7ciwpgDI4xWD66Z1JzMa5WzQefrpH84NsYHLHpoZGiku4l05BO6tQuaXAkpimJBqefi4wtTsZ8ED1mdTjA4YJcXpFYL3Lqu9tSVHqqJseCCoLZmFQdo/FsTzMzPbkXVfD/QrliTX2pY2fnzOb4DOjM8IEpnwUZEFNUYZFxnHu6Ki82UxuCFoSuNQUFhVKgNeQBhRm0DDINkf/5wUJkfFZnYSRTRQosh4wqqlKlql3HfJTI2JKiShLgEJPHg2IxRWVlcORxC/CvBbcyiPKhkphdCqasjZprz1mlUhUXihwkNDb1dNp3EwxAG1mYtAPdcRQLBLbBS6KLJfEwbzZIsNKMmopff2jO/82j8LW3/SZWLNFTAHEMDp9c+SCxf6qAajWI9ofZABC26pcYHHmyMt2MSxErIRWEGb2otBQVe59ZbRXS4BgpKnMFScfqefpgJPXQAoCPf/dXAIBXHruSHYMQODQqMk7Qi0raJrKsXtBfRLnxRvai4iJjZfRnT1GZmgq+r1Klwgb4BlJUlmDRduxSSiuwXjCCNOMerlaDhYvUuV7ro1YOSr9tqUoeTJM+TNLq8O0O1FLIQ1KKqhjH4Ajpj5gxhxvSqRQVW/TQd5xj58NkbykgIYE092N5ePeEti0J9AnlSjXcTZyllXnacDYiwDGfNRI8L4mpoALksVRKUalgohZsSPdI2mRb2X3LGRy52WbwWdZWDcZhpVjQFeWqDQDHrV0KANh42JDw3ejzOGMuLyg7BRfgtBA2Bkf1hmEPmBSBy86y8g0jiYzDg3FKfI8JyXKb/398tqgGW0BncMwqGlmD4/8bCnAy+iDMvR/sx1hbLUtOxuwhpeOPraLKGyvIGsNBA2d/Jq15TUgtJu566iD+5+E9SHnA+157vPq7FDjElYmHUlTEZERU24lOxoYeiZfBE5Q9gGRCVyeDQwHuTKGkXjNX7VqKSmJwGIMZ5QETB1u6L3TsFJwz9omQNEUF+BMqXw3z9/BmpcVyVU2+/X3hFbG/fy/ok1YLvqXnIZUK7tF9xOCwFJUkMg4WVUJ6RLi25vMaxeAMDwSfTfdQYPJnZ6CUTQO73pe8+hhtW/M68nGUxtZ0Kqhw5GnDJFVU9DWfrWlwhhMwONIiLInRn7wwk7fxt/PEMnKx1Y+nv2YNVDX2P5rBeefvvgDfe+er8LqTwn0epWpF1018AUPyZgFY3xgu+JP8RgRNhG2wUbqIcrjBZ7A/OfdqQjUE1TQIMn0L6BQuHXOUD45UvQHotvQAExlHVJeE01lhrYj/uqHVsfjgBM029QeTAiAzzSI1Cb3m+48DAN70sg14wZql6u9agBMjMl65xG9sd2C6oO2bdqHfJ/rKSbIc6FMMX+3cCgyOVEUlMjjSSs1IIVGQwAWhJoPDA8VjVgkrQk1kLN8zSZBcg1O7d9P6fQhEiIyFyXoqXxL70BF4KpC8kg6vufma4PYJUxEpKiAIEvbXGByetooqE5e6znO2UWIH/PeFtVhBiipY9NB5t2mxgDCDU2bP/l+e8Xz8z/ZXqRQ7dxz2v5N/XjxPfz4lL5wkVVSqZP1Q/RocDtGB3aiQkhlSfdzXhOgpC4NT+yp6Kw09dW3TUvEiBWlc4MimU3jBmqWi2SY985KJpWNwFiCISrXlm2eEioaUlHoQKL8ooZhNuxIyKbOxBzE+OEDg8eJ50NpBhEXGgg+OJacf9KMyaGrhYSPBNDmOSpoW/n0DBkdOjy2p9ZpRKSpjQqNrZjaMzAkanF/vnQIA/OEpG7QHm1/HOJHx6qU5rBjqQ7lSxa/2TKq/q+MXHEtNfY3E4FClSOAxFGZwSgJzJ5WxRlX30aR8cLqgtjGfg9HxOfX/9SPhCZ7f/7bANAmigm3aPxAE0mqgFqoIQ2XiwsA9nS9rnxUyMGTi9521AGfD8kHr8dPxTEekqICApaEUlV5FRR3FwxocyT2da+JVgBMxMRIoaBjqS7P7sqK9JgU4JoNTZOxSfzaNY1cvtQaqM0x/wydeqqSifVarVS2oMRkcen4Oq3XNnqBGmzF9qABBm5WWHbdNoz+5xYw+7hdZkJBKeXK1kiQyru0ycDJGaBt/OyFF1QDjIlmDNPPctgMuwGkhbL4VgTBVGmyC7eQyZ3mC5j1ubINxqLTcqsEJpypMYR+tbnKZlDj58UoUXsXAv4N505tsSFTVCAU4YzMU4ISpUJ4OKBmTv3kuhoyy0rLazqu9HsfghAfOJbkMUilPrXz5gBTH4HiehxPXDQOApkGQ0nt0nX+1Z1J0KOb/DxgcSlHxbcKar6DUObydqMGpbUdlvxQI+07V+vV+6sC0+r85eWrHzIz+GqqiEjRlHFb9UDE8UJtpXiuDEyE25b5Fu2rP0RErIgKc2mdQ6snsbk+gSqkDtaCSV1ENJCxskAWstdcsE6PE4OSy6ZCWKW8RmwPhKiqpfYVUFQnwNg1GZZbB4JgBrtlLj/Z7mKFVTMLghAMc+T412RdJi2emnM3x3GSBAJ5uDD4rJDKOWRxrKapmFhL8uWnCoLMd6I6jWCDIWyaxwDY9TANLFvyas6xFv8L7EZm+Hub+CLFl4qXwREcIJq60uPqgSaJSDZdIKy8XY8BUbEhBn4SlIGCk1nZizGBwbN+ZXrcxYLRKo8GwWNEnVKXBMVafNFjz1SClHmlSMauc/OOJFpcCUO7SDz3HA5xwcPi7J6yB5wH//cAorvrvR0QfHDNYDjyGBA2OVEUlMTiCISANvmuH/f5Cz9WEmtKqfdJohGgiOG+VpqjuxK0aat9fpai4Bkfp2uInsmmWouoTAjsuIN9Z80rasEJOUQHBuaN01uqlOXE7Ymz2T9pTVFphg9iGI0h1m9tZGRxeJs4E5SZzNie0aTCPfVqoYiTYzC8pKDLtHIYMN2NTVBz2wfH3a55f059Jgjme2CZ0MyiUDD/T6ln1j8csGgkcg8PXiN9rZrNNmz0HD5iiXJjjILH2RcuCvFNwTsYtxO8cvxrPO/9UrBjSH5hBoWRT6nJtNlEE7PoV+r1aDW6wOEGkncEJr5RsKaowg6NrcAB/4OCfLQ2sABPsUooqQndBrswBg2NLy+lNOW3VOFRFNVMoG2WZNQantsI0yyMpiKHVYLUaVHRQIJtJeShAT/2oVZmlWgEATljn63ceYgyOstdnA9krjl2Jv//fJ+G9/3k//uW2J9SKU3cy1lkMqWtwlAZHtpKvqu9spjvW1VJOdOua6SkAOOdlG3Djz3fhLacfKX5/LjJuhuqOa9ZoPnuByNjf3ncctiwapBRVIWBwcsJEwZ/rZyhFlYDBoXTfmlrwaCJI8+j3H39NY3CEVGZU+tH8qlKgyy0BzMBStewQ7oUwgyMF6eEAHAgCGJPBMds1mAFNuJu4//vWF61DvlTBVL6ENcP9OPs3Dg8drwnP8xsqly2LS4J5fiUm1yYypvMp9nyq/VdKXRNzU7ZoqbgjtW1xnARSispW1NEpuACnhXjesgE8b1l4ZSYJUwOjv2A7sYrKlkdlb6RBIm4wloRx/HN/+Kt9ePC5cVz1v18cEhk/UzPBymVTYhks/1u+VAGP8WwsSsgHpxROOxEoRTU+6w/6tu7cZhsDm+U/L6mdypdCviu0GjQH535Dg8Mfbh7g8GMA7BYCHCeuGwEAPLx7EpVKFamUpwYr81q+6WVH4Ju/fA4/efyAYkbEhpzEZElVZ3X64BQretDIj2v1sB7US6v2y3/vhXjtSetC/kzBvoKUWVQfpjjElYnbKsDoWvLrZqaopDJ/nqKSXg+o/LJaKERpcMxzZ2NweNUUoN/TAxRAaJWb4QWElHaSTEj5+ySjv37G7IaqqBJocKQCA5uWSjE4fTKDM1XT6Jhu4+bvdN+vHs7hU28+JXSMcdADHHlsNYMOSYunRMZqG/1ZlZqcVoUMgMngqBSVTYNTtus3k0CyBnEpqkUIuS9MmD6Uq6hk/QofpOZUgBNNm8YxOPc/O44fPLoPn/7RE+rGJ+bkWZai4sJbeljSKc/q5WKrBDP1LDTISWZ4ywwGx9bbyTwGm5Yjlwko9el8KfRg0mQRTlHpQRkfNKkcVmJGihETIOHoVUPoy6QwlS+piVBqkEhYs1Rf2Yu9qGjQFO4jMxgEkvng8O3pmvZn06oaxf89/D0H+tL47Ressp4DHpQVBbYhKXjXcj5xE0ym0JxI9YaY9meKPmc6XwpY1AiLg2fHZlEoV5BJeVg3IrMyQDiojmNwCDzgCVJUjDUW7qVIBsc491KZOG/LYTJnAYMTX0UllRdbNTjE4ORMBkdPe5mMjdk/zmYFkBTZVPhZMpGIwTHb0BiLIZHBqVCKKvxZqlWDJdXIA9VA0NwAg8P6zxGaMehsB1yAMw+QBH9SmbjYG8gy0PMbktgEUwAZ1uDIlztc1p5SD9mRh/krzUO1wMJMUfHjl7QMgD3AMT1lorxPRkhkbGhwwqk7k8GxT5TcC8fUZVAViunhYRr90bnvS6eCLt3CdYwTGQNUkun7wzy0exxANOW7yljZi6aRZXugx1NPtCKUe+XoAZvO4ATb8YlYWrXHgV87Ww+2JDDTpSaUoNzQjxVUgCN/P//34BwftdIvdZ/KlyMZHDqXT+zzRdbrlw1E+oTwc+d5wMolsibEbAorNduUvLckMXpFY3D8f21Gf5rImLVvUWnRUJl4+LuGGZzwsdm0VKbJHyE2RWVhcBplGyQX+tA2RgNMyVjPHLNMVkVi2eS+Yvpn0eYmg8MD1WBh1wiDY09RuV5Uiwj0IGr+JhGlvaKhk4UuBliKKjQYJ2NwQr4dqZRiSF64fkR7LZfRe8Xwz5As74HkKaooT4ZlJDKuBVqK7QmlqPTVUNQDpzqKz5VC4rghKhO3aHBo8JwVBnGzkguQy0MlUCXVQ7snteOXglMzwJHYGbP7um4RH+xTGShG9cqJYHAAaKyE2VwxCfReVI1T53EBTsjJ2BBLSp3XpX2TWeE0T1EJ15f28cR+304gqoIK0M/9YUM5azAUlaIalBZVwr0kMTg2i/+oKiouMia7jCiRsWJwCmWty7ru5WRjcPRGmwTy4iEvJmIW6GvMGfdCoDdrbDKW2CYT6bQ+FgT3SZgFp3s+CIIo5R0wkoSqEISaGilbFRUPVJOkzm2QUlRmsUan0R1HscAxYAjqANnHQFUAJfDBSaUCx9O8yuuadLo8QJkwA5K5Ulk9ZMesGtJWSmYVVVoYkMxJxaYjCTsZUx4+WoNTrYYbjBJMca1NgwMEAc7EbFENGPTZz6sZsZmpBJN1mhUEnlIVlUqpRaSoAOD4tX6A8+johLYPafwJMzh22luioiXfIElca06CkgYH0BkcsyN0EvC0WjMpqgx/NgybfyDs4WOmVqS+XYSBvrRq30FmhdP5UlBBmYDBiaqg8o8nuJds+hsgLkVFPjgxDI7AylhFxp4U4FCKyi4yjmJwyhW/d1TAoLIUoLWKqtZo0/j+VP10qNahnMYVSrPPFsp4fO8kPvE/v8LkXDG2fUocpN5vJkJGf2I5vJFONjy+RAYnotlmJaaKijOyzTgPS1VUNklFp+BExvMAKUUlRddSbyBbeoe2L2irTTNFJbMbJnieHvDz6moln03j+WuW4pe7xmq/GyJjjcGRU1RSGTMQ2LvTiqsYwbZQgFMsVzFTKFtXHqEWBRF+KlRJNTYbmNNRwPYHLz0cq5bm8LKNK7T3mIJx+pd32zW7fQPJRMaAn74AgL210t8oBofcj83PBcJ6LkVFW9i30AozwsmYgkbP0wfPtTzAaYTBSQXHHFedEgXP89CXTiFfqiRicEyqPSp1Mdyfxd//75Mw0JdRBntcZCxVDNFgTwHO4RECY0APDtcMRwQ4CVJUkg+OpsFR6YrgPEmdqgF5oqX993MfnNq9lGcC5NCxM/ZlplAWq/yyxv4IisExysSpMeShaX88oQBr+WAfDs0UMVcq4x9ufgzfvn831o30N2VyB5ieUvLYGhj9GQsNXqVoPKumvjApyxbqRWV1pA5rcGxNgKOgGHumdYpr/TDfcAHOPICnqB7fO4VP3fprRd/KPjjJApx0ygNYLGE+qKEqKstN99bfOhq/2jOFfKmMnz1xEHnG4PSlPRy3ZkkQ4FiM/vjnm4xQ8DDqn3tYbYKmctiS8PATBmoDaKFcwdhs0ar+71Pn0DccjNLgLK0NkJT2AoKArS+Twu8cvyb0HpsGh9Pw0qo4icgYCFgZ6uAuabXMbQl6sKxPXFKVisbgVPzzFemDYzA45jFpKaoGGBweGEZZBiRBXyYiwDHSISH/FtJVWa7Vm152BADgK3ftAmCkqCIYHDq38SkqzuDYxciDRupnUGq2GcPgBLoNvzLH8zzVBiBJimoq7z87w/1ZgcGxp6jSKQ/9Wd/SYTpfEltz1M/g+IuggwaDQ4ujahX49T4/Tbh/qqA0Kg1rcISUsIlgceD/Lnl9ZdU2coAtt2oIBy/phFVUXIPTTM83xXxqvai6i8HpjjBrgWOA+eB88Y6n8Z/3PINv37cbgH7zmZbdQHSAE+emmbSKas1wP274P6fhd45fDaDG4LCH7Lha2gQIp6g0Y66sHOBIHhdA0APm4FRB205icDzPC4TGM4UIo79gNcQLaEQNTo3BOcQCnLgH0ywTl1JU9D01h+CEK6XVLMCpVquiVouwKoLBUf3FjP42/PuZzs9aD5wIHxyb8H3NSJMiY1b9VBKOtx5Igy/BFLQGKSr/WlLAvSLG8C0QtXKRsb0kmhDlgQPowWEkg2NoUPjv9JkFpmeSWzUEnxVe+RvaDSNoLpYrKtBf2p+pK0XFj5e8qADTxsCiwSnIGhy6Xodq148CrOWDwXWkVhm8Z1pc2tgGfu5swXA6FLyE72uTdTabJ4uVbkKFFJ065WRMOh1LFVW50lzPN5WiihGydxKOwZkHBMLUCvZPFbTXpMFGSlGJjdxiek+la1oE0pfE6Rl4byi+Ij1+bdBAMqqKytZRvGxZSaysmeVM1spsVb8kC9O0bCCLfZN5jM8UY43Y/H5GwXFI352EjuMzwTWJezBDGhwhRZVN64MaYPftMUFpp3ypgsl8KZKBGhnIIpv2RL2K2SHexo5l0p7qScODAU1kbGiKbBVOTTM4TINWsnxGUtj0YEA47WeKJQ8kDHB4a4CoKrk/++1jUK4AzxyawYYVg3jR+uHQNhycwVllKREH9KAa0O9BHmDOFMsYTqfESiXOQpQqVWTS3MlY/zyT7ZliztRDOR7gkEeUncEB/CDs4LRfSSWVF9t7UdUYHCNFp1JUMwVUKlXWCDSjPGsopTbGnvlGRcZS+xTbNorBUf5OYRaNWEuzXYrU7FZqtmlLUYV8cBjDnHRckiAVlTTDCLUDLsCZB3BPCv5gAaYPjj4pAXb9ivQ3aSXCdTpxk3cQkVc0huQ4HuBk7VVUthSVravt8EAGmZQ/wR6cLog6EY5AaByRolLMRUWjdKWJklJUxOCkBVGpiQGjIi5Kg6M1L7X0C5P2vzSXwWS+hH2TeasLNODfOyuX5LC71sRSFxAbWiRaIZusXyqFOfgBBTd3jGRwLEHXmiY1OFlN/Ngc1R3VrsGc6M2eOkkDHN7ckVaxkgbnpUcsx2fecmriY9cYnAiRMZ/g+7Mp7XrkMimkPD8YmS2UMdyfVRNkSgiEAdak0bIgSRvbUpsTKhHPGak45YNjCXCUm3G+LLK3fcJ4CASl5QMGg7OsFuBUqsDEXFFLkQ1k01qXcZ6WblSDI/lOmTAZHEkTyB28gXCKKqkZozVFZaYapRRVIz44bGFA6U0pFd5JdEeYtcDRz0TGh4wARxLVyWKy8H7NSU96UDPCSiHuOP0qqiBXvHJJTnlxcIM8c/+2ScX0mCF4nqcqHw5MFWIfDt6PypqiYsEFDzAiGZwaXZ2EViXBpNLgkMiSV1EJZZ31lGNyHY7UqoGDC41FJ+MQNR5mcACf4SmwVbRo52/44Jjna7g/w3p4NcHg8FYNTWhwABuDo7MFinmsfX9Kmdr8Zwi891GzFTkcmgYnisERqqYInudpKSBA9prh95XJ0Nl6UQH+JEoO2lSeHUpREYNjOSeDLECUGDubI/WscjLWA6e+TEotWg5OFzR9nMkikZ+WrQt4EkhpJhNmekkqh+fieiAQVSsNTlSlG/tYMxCSzAD17SrWhWIS8GA+qFq1M86dgAtw5gGDzHSLFP4ErUyc3aBkvGbTrwDhgEFMYwmTng2cwTFFky9Ys1RtY0tR2XLm5YhJ+jAKcKYLsfQm7yiuAjBLq4YwgxP+bLouE3PJAxzTQG22FugMCCJjfh7qoYJXsgCnYgkOCVxoLPngFEKVQcY9w1bdNi8XWxWVFLBSJVVDPjg8vdgk1a1YGUmDY7AFZrnrwWlf4B2boupjKaoIH5x6wSeOaA0Oq5oSWBKu/QMsDX4lBoe0GzEMzmTtuaGgwm70F8PgFAKRsSTcNYNUmwYH0EvF55jLshlwj89QgNP49UoL7HVoG6N0W+r9ZKa0zcWb5CAtVbqZAY7Nz4gLn5tprcADcdXmpMtSVN1xFAsc3JOCi9sA2egPCKJ5m9EfoA9OnmcpJRccaW3IaQyO/pBRufTzlg+I+gzA3uQwSkd0WG2VfHA6L65uOFS7htlC0NPFIqz2GzbWKHlPbnUQYnASPJQ0cVP+WtLgSJRyPRMgCY33TuYjfXwAXWgsWg4oYbDlfDF2RvLo8PebTIMDBGmqpkTG7No1SnVHaXDMtG/OmqKyBxdAIDKeKwb3QSP+Pybo3PkuxskCHFOPwl8nxkNKj3A/rdDEmDBFRWJ9M6jkAUbU8U/zFJUQNJgMjk2DAwQBzsHpovZsmgEgWUM0E+AkSlGx9FOlUhXHwpDIWC0uSYMTZoTpv1FOxjbto8TgNJIK9tkv///07KjUsmNwFg/o4SqxQYFgs/sOynvtlJ8pcpOoVp0KrYPBMSa7t73mGHztba/AOS87QnPhTFLWGTVJ0yRyYIpVRlkCMTLsGp8pWnVFnD2Js/tXDE49Kaq+YF+zxXKgwWGTjal/8Y9HZpwk8BSVbZAytzWPP2Pm9S3ngvROpUrFWglk60UlXc+Tj1gGIHD5rQcqvVjhvaiaY3CiRMaqiiqrT6RURXVYQpExEOi4WsngHDbUFzkBcx8YU48ChP23bBWZpsZKSn8A+j2oBTg5PcBJ0qoB4G7GLEXFGRymp+OIYnBW1FjeQ9MF7fPNIOtQSxicMNtkghv9cQNXzQfHEBnbNDgygxN8VuC5E11FxffXTLsKz/NC7Kd0HTsJJzKeB5jVDhy2ks2ioXeIY2dsA6vUe8gGWxUV4NORv3HEcu1v5nGpRpehFFV4WwJPUT035otlbbS8nqKSUz68RYGtnJlAFHnA4MQ/lH3plKpMmyuWAw2OwOBITSzr1eBEXX9A14mInko1fxtb6wNds6RXb9i+TxQj91dnHodzNx0Ra2YngQeGzTqi9lkq+oBwwE0BO61Ck5aJ92VSypuJSpNbocGhe2lVhAcOoPvgmJ44QBDAmxocyd+myFizOKM/2legwakFOEaKmtIWyRic8IIlZ2HhlA9OFIMzU9AWHyaDE2XMmBRZIZ1mggcdfMEjWW2UDA0ObUOv835hUtrfrNiK7QpfqbKUWeNM6VyxEqSohBRcJ9EdR7HAkU171glK8sEBwr2U4hkcef9676HkDE6Uy2f9ImM7g0MBzq9GJzGVL8Hz7D4hI4NEP9tNuniLgjihKq0g66kk8DwvcDMuyCkqyc/Ilv6RQGmnfVP52BURnwSlirZqldJp8n54UGEzq0vqg0N/ayS44ftrtgkgYE9vAHYGh1ahSauogGCSPdDCAOdlG5fj+LVL8cZTDo/cbiA2RVVLjRd1DU7IADS08pevr+cF41iFBThLchaRcYSTsX/MAYMj6e9MLyfaN/0uMziBF45KkWXS1tRhM00hpdYoJjTPGd7EVRAZl2rayyQ+OFKFVNJWDSm2P1uqPylMN+Nu6ybuGJx5gOd5GMymMWmkpwD95qMBpMwi60gfnCQUaR0aHN780hZAAGYjRj6p6tUohKggjdyM79l5CACwfmTAuuIjDc7+mkW+f3zyhO2nqKJZAHNSSMoW9GfTmCmUMVcqswAnfJ6lZptJVoycwVleY61sVVQ8RWXTc5U0Qy8jeGFMT6p2e5qTtI3BafUgxq9l4PTd4MAbkaIyJ1O+bbVaVWzMYTFVVIA/SR+aKSrWpxUBzurhfux4x6tit+Ol4GKKymRwLIFp+Pr6f5fuubTnoYxqLd1eExnXGBzznMelqIKO4mVxnJN0VDOsrYxpoAhwDU5Bq3CURNhAKzU4FpExC3C0FJVlccq9aSKdjAUheMgHR7E88nH7x5R8cSfBTFEpw8YuadXQHUexCGBLU4U0JLXf6aGOdDIWXD+j9p9Yg1MKV1Fx2BgcavZZrENkrNxHaznxo1YOWY+PUlTUxgCQysRrAU6lGhKTmjBXgEmFccq4sVDGnOBkbLZJAJpPUdkGID4J2651sVyxMiLqfJUq1lL2pFVUzYLfz7T6bpjBqUODw1s1TMwGepAkDA7pT1SKah6pec/zVJo1KkU1a2hwwro1/5gDB1x5YgT0CXvKTFEZZd3KB8fG4CgfnJJ4T5ktLoBAf9OXTonP0gpeRVUK2FXboqndGpw0EwjbmriaixEzVRxUUQXnQWy2WdsNXT97V3h+TLqguV6YJpnNOpC3Gi7AmSfYAhyTPjS9cJKLjG0pKlkvI4EGgXzEZMe3A/RI3TT6IkR5uZir5I0r7emNZTUfHM6ERaaohAZ+HCaDk3SwyzE3Y6kXlUQp11MmTgHOwem85k0jYSWr9El58oBbZBVStgaspYo9RWUyUlENQJsBv060+m/ayVhs1aCfU5qAS5Uq9tXYwSW5TCKzQkqzUP+jZjQdjYDGFbPxJqDr0YDge0eJTgG7QRz/W1lLUekaHGLClA+OjcHJBQyOlCaWglRqDCx9XyBoy6AxONmUlcFphnHLCul5E/S48cAlyt6jWK6Emm1KPjhkI6L74MjPqa3lhpa6bpjBMRrVNtlDrtVwKap5gu0BCwnA2AQN2KNwIGmKqn4Gh0NakS7JZXDBb25EyvPE6iFz1axy/0IQZlaqbDzMzuBQLypCygufF01kHJNKGTK6ESdNuSgNTknW4PCyz2q1iv9+YNTaWkLCYUM5lXrYO5GPPLaRwSzeufkFmCuVtfOTTnlqH1HBXmAyVkG1mhKP0eZk3OpBjH/urApwmmNwTFdtwM7gAMDu8VkAydgbILiHqB1KK1JU9YBYGildkw2NJf7fbaxxXC8qQA+GJm1l4rUFEp2TWCfjQon1ogqnqHgVFXUSHxJScoDOCFMQMMB8cHjrGv4ZjSCJBocvWAM3cfn5Aky7BrsGR6quDDkZV6G9n6BpcJp0DFf6tWIZlUpVndtu8cFxAc48gQ9AuVqnYyBqwiFBp30Fn4Qi5Q9TUgaHwzZgX/57L7Rua2NwpFLnwwyvkagAZ2kuo6pWAPk762Xi0WkOk9ZP+lD2sxTVrFCyyrtif/g7D+PTP3oSgF86zRv/2ZBOeVgxlMP+qTz2TFAbBvu1+8vNzxf/nkmnfFEm0+CEqs4yQTBWqcrtBuZLg8N3R+e1na0aAgaHBzj++U4a4CwxmIRGWlQ0A9LeSIJbnq4F7HYNIQbHMjH6+/Rq2/AUlR9Y89U8paeABBqcfFkUp0rXkNo0SAEdAKygjuLTBbXo6M+mldP4yiW5WrPeWrDRYGoGMFPClvGXgrSS3XOGf+dipRIIfzOkwfH/rVZ9di1V02kCcc025edUZ3CS+3NJ4CkqvQy+OxictoZZBw8exLnnnovh4WEsW7YMF154IaampiK3//M//3Mcd9xxGBgYwBFHHIG/+Iu/wPj4uLad53mhnxtvvLGdX6VpcKbj6FWBR0g4RaXnW6P0K5obpiUQkdT6NmRqq37peJJAGpB4VC8NmNSPirAxQoOTSnnYfOLq4POEh5KLjOPKxDNps69Wsu/az6puglLUsC6pVKniZ08cBAC8+eVH4FvbXpk4KKA0VUkYyJIiywItGxXN9UJWJ2OLD06rGRzP89T9phYATToZiwGOaYXP7vvdNauCOA8cgskkzDeDMxTB4Jh9kMqWe8DcjiZIicFRq/9yFZN53cmYnoG5Yln15vI8++Qp+eBo1hfKo6mqjmmmxuAM5uS1OS0gxmeLrFdWWlVyrRnOacFgyzQ4luvOxyOb5wy/7/Wgwwt9DrEzNKZqImODwYlr1VAoVwJWr+EAJwhqtSqxLklRtfVpPPfcc/Hggw/i5ptvxk033YTbbrsNF198sXX75557Ds899xw+/vGP44EHHsDnP/957NixAxdeeGFo28997nPYvXu3+jnrrLPa+E2aB+8bw03QzPuK9+MBktHFQNi7JNhfcgbHN25Ks9/rW6VLrRrKVX7Th283z/PUajnlAUdYSsQJb950pPq/ZMPPG9cl6UjN01SNiIwlDU7QciDQtbzuResi/ZBMrDKaLDYyYHCjNFvzSn6/mT1wCGkWBAHRZf/Ngq7VXLMpKqXBKYdeMxkcz/PUZEopqiQVVIB+/4wMZHHS80YaOt5GQekhM90K6M8CwINlfTvTP8VWXgzIDA4dA2c2eYm2rdcTZ3CkhRxfXBFrSwyO2YeKMDKQVRM6bwZKz97qpf3ae1tVRWUbf0m8W9CE/gLzzPQzJkMttdOQOoXzEn6+rc3JmJ4x/7MaTFGxKiqeQmtU09NqtC1F9fDDD2PHjh34+c9/jlNP9TvpfvKTn8TrXvc6fPzjH8f69etD73nRi16E//zP/1S/H3PMMfjQhz6EN7/5zSiVSshkgsNdtmwZ1q5d267Dbzn45HYsZ3CMmy/oqGwwOMINmESDk7UMGDb0Z1Nq0u6zuCPbIK2auTDOds+vGOrD3sk8nrd8IHYFfPoxh6n/S6tzFWRV4jU4gC80PjitvzcOOVZOTyW4Ng0OlU/Wa+F/1GGDuI393kgwwdOdNkOvDAtK6VIl9cFpxyotk/aAYus0OMVSNfRaWRBC5jJpzBUrLEUV3aaB8FvPX4n/vOcZvP6kdXj3luOU7cF84f/85lEY6svgjONXh14Lrq0+4YWsAowANjCIC38e74tEAQRVUXHn5DiBMRAEZdQLzjw2fh8WyhVlzwDIKTnA/84jA1nVLXzDigGsGxnAyRuWoS+dwiuPXYmdB2fEz6gXUsWXCa5LjKo+DAw3w0yPabAIsEo39rGqTDy2ikpnSaOOPw7cB6fEFpwLnsG5/fbbsWzZMhXcAMDmzZuRSqVwxx13JN7P+Pg4hoeHteAGAN7+9rdj5cqVOO2003D99dcrQZmEfD6PiYkJ7We+wfUez18TBDjmYfP0BmCPwv1tucgtPkWVZJLkDE69edmcoMEpJ4jqqd9OlP6G4Hke/vi0DdbX1aBeitfgAHqKoV6R8WyxIrdqYBMGDSL1ajPe9ppjrR43ScFX8Cr/b0tRle227bZeVK2uovKPT19dNjzwWvRggFyZmDMZnIQpqjNOWIP7Lj8Tf3/2i+c9uAGAV71gFa499zfEzzbtCsoJyoYBu5MxoKcrzSoqCjrmWAuTqJ5kxODQfvj+/eMPrj3pUqbz0RocIDD7A4AP/v4LkU55ePnRh+H+D56J//PKozQGpxmRcSYVP/7qKSr7woCP+2ZbFy1FRT0KBa+iwLDR/912Henz84zBaTQg4RqcoFq2sZR6O9A2Bmd0dBSrV+urikwmgxUrVmB0dDTRPvbv348rr7wylNa64oor8Du/8zsYHBzE9773PbztbW/D1NQU/uIv/kLcz1VXXYUPfvCDjX2RFoFPgEceFqRhxmrlpQT+QFQq1USCP/998SmqJLQhX3HZ8so2BIK6IKgpJWRwgGQBDgD8zetPxMHpAl5+9GGh1/igHqfBAfSBMilNS+doKh90NdebbQYBQRDg1Hcu1wz341Pn/gb+8LrbAQSTSD3gJn5BFZeFwWHnK5bBaZMGhx8PpTgaTYPZKvoAmRVVKaqx+kTGAOpiOecTocDUWklnLqr8v0uTFE9v0L29tOZkHAT+5dhGm4BcCcWvSSrla1O4zQExOJJzM2HFUB+e2D+NLS9cg985fo36Oy0ydA1O49cuiU2HYhLL1egUFWN9TeEvX9xGBashzVUlfJz891mmk2r0OZNSVN1SQQU0EOC8733vw0c+8pHIbR5++OGGD4gwMTGB17/+9TjxxBPxt3/7t9prH/jAB9T/X/rSl2J6ehof+9jHrAHOpZdeiu3bt2v73rDBzgK0AzzA4YMnGdwR+I3O9SuNV1GxByDBw9wMg0Pbc21MJQGDs+noFbjpvufwW89fmehzluQy+H9/eqr4WmAO1ogGJ9n3pYGcXztNg8PKc2mV1Eh1zakbV+BLb92Eh3ZP4Pi1S+t+P6/gKNkYHKFVg62KKtQfrQ2VEmb38GarqKQy8SDwDb4nfWcqfV6RUIPTzTAtJ2wpW5XaKOsMjsQa09/G2L1PwQaNcbPMHyoqsJe8bKT7s1guq0VTXIoKAC561dFY9Ytn8cHfD1d68uOl/TeKJBIBXupejEhRSWJ/2mcqFVg+mOknfonSxkKkwhgVjiBIrX1Oqj4pAkeO9XxT/e66hL0BGghw3vWud+H888+P3Oboo4/G2rVrsXfvXu3vpVIJBw8ejNXOTE5OYuvWrVi6dCm+/vWvI5vNRm6/adMmXHnllcjn88jlwlRtLpcT/z6f4CkqXipMHbIJ/Ebn6R252WbyHDCQbMWtMzj13aiSBkdjcCy7O3fTkfjfLz28LhGuDXxQT6TB4SmqOlo1AAH75nlm+4pgRUwTbKO5/lccuxKvODZZ4Gciy1bwQVmsOYEE5ytIUclBRuBk3H4GJzi+xs5bEqM/TSRqBKBJU1TdDFNkHNtNvGpMjMKpp/dSg9rBvrS6ZvT8VqvARO31KAanL51CJuWp+0liEvoyKcwUykosPhNTJg4AW164FlteaJ9jWlVFVY8Gh1d1SgsprpeSnsNMyrfHKFd8by1VmSqJjGuvqQIVy/UO0sCNP8dBH7dk4+18o+4AZ9WqVVi1alXsdqeffjrGxsZw991345RTTgEAfP/730elUsGmTZus75uYmMCWLVuQy+XwzW9+E/390R11AeDee+/F8uXLOx7ERIEe/v5sCv3ZNK4//1Tc/NAe/MmmI7TteFVLnH4lCYNTTxUVoDMN9T78YhUVu+mjVgmtCG6AYGJL2pGaryKTrjxo0Kb+QwPZtGi9zh/6+Xa49Y8jEC7SpB5iSJhXii0YMx1x21pFFeERUg+CYDtcRSWlqPj1WZrL4BhWCNCrMH1waMILNds0Vv5JKjfHZv17n6dOeZqWgv8okbHneXjh+mH88plxAGEDPICnGv1jmhVao9QLzuA081ymE2lw/PNVKNkXEABbFDGtDl+MpFMeUCa/Kuh/r4F3LgeYI7VxHWk7VanYRJCnpajqMDOdL7RNg3PCCSdg69atuOiii3DdddehWCxi27ZtOOecc1QF1bPPPoszzjgDX/jCF3DaaadhYmICZ555JmZmZvBv//ZvmiB41apVSKfT+Na3voU9e/bg5S9/Ofr7+3HzzTfjwx/+MP7qr/6qXV+lJaAHktoN/M7xen6YEDhfVrQUlbSa0isO5IlAXwUkCHDYgFR3ikqqoopwYm4HMmzlnqTaRxcZJ/u+AYPjr1JNl2r6vBnWUqLeKqpWgKc7gx4xMoNTLNl9OszAta0MjrHPRpv2JTH60xmc4HP+9PQjxbLrXgNn3qrVaiyDY7ZqiGrwO16796lEnPbbl/HNJSl9G8XgAMCWF61VAY40RphMnOQcXi9axuBo949t/JWYGYnBCa6BZL7Hg1C+8PUEBidUSm5J+8412UkcYD44RbuRYSfR1qf4i1/8IrZt24YzzjgDqVQKZ599Nq655hr1erFYxKOPPoqZGb9s75577lEVVscee6y2ryeffBIbN25ENpvFtddei3e+852oVqs49thjcfXVV+Oiiy5q51dpGkSpLhuMTrcF5YJVlRP3/y48FEkYnDqcjAFDg1Pn6kbq4EzfQcrntwPBQMEp02Q6gKRULQ2u1NXcHMTpGKgxIDC/TRiDzwwYHFv+nw+stl5UvIQVYNe0LVVUxmc362QspKik479355j6/wW/eVRDn9lt4DYBUeluU5wa9dxQuoOCe3IxJgxk0yiUKord7I/Rnm194Vp8dMejAILghSMQ6frHNteCAKdVPjj8PNr0e/w+tC0y+Pv5cyj1ESxVqkp/Yx4DjbFBs03/7yYTR9c1+JwmUlRM6xbXGLgTaGuAs2LFCnzpS1+yvr5x40atvPvVr351ZLk3AGzduhVbt25t2THOF46sVQi9YE20WNQmMpZik3SiHHD8Q8jR3wSDE2X0N1++CErUV6omYho4g5N0Mj18+QAAYP9ULUXVZ2FwanqBTMrrSGWB1lmd6OOQB0pwzQrCyhFgjrKGYVw7rmm423mD4seIKirp+I9eNYRHRidx4rrhkMlir0LSowERrRpMv5yIVAqlqJYaTNdANo3x2WKiFBXgu7qb/aE4+ozrOCvYMtQL7oLcqlYNcRqccoUZ+EXoKUtl3ug4zL6XjQCH74oe7VCKyrzelv6HjaBPq6JaZAyOQ4CXbliG//7L39JKxCXwVg1x+pW6m23WWUVV7+pGNvqTOxi3C4ptqFRQTkCZNlJFdZxR0RROUfn7ocaAndDfAPoEZ6OPefBi63hO55QG3nb1ovKPz2Rw2pGiCp+Lj/7hi/G1e57FOyx9vXoRGcuq32b0Z9oARFVuEoNj2hcQU500RQUAZxy/Bv/z8B7xtWxGv/eCDuGtYXCa8sHR2krESwRmIvqrySLj+BRVShQZ64GqeRltGrtGoPWiaqMBaKNwAc48wfM8nLBuOHY7yX3Wlt7Rjabit0mSJmrGB0dF85rImI5jfm56rT1BIgYn3GIhDquX5jAykFWVJKEAh1JUNQ2OrZtyu8FLwK0+OCwgtPWi4vsB5leD06yTsRng7JmYU+dikLVPefHhy/Diw5c19FndCk2DlSRFZUyMYpm4UUW1tF+fQvqVhUJB+z0Kf/bbR+N/Ht4jLv5MBieJv04cuAanKSfjJGXibP+zxOgK2/J2KKbRH/+scsUuMg75GVmqqDasGNB+b1TnBuhOxt2YouqeI3EAoK+6bRSj2jYRRepvk/KSsSjN+OBkmeaDUo22DsbtQtDqoppQg8NTVMm+r+d5eAFzo+4PpaiIwfEHtE7obwBWwVG2++DwSdDWi8pMPaoqqjZQ0X/w0uepINvzwhNoUtg0ON/65XMAgFOPXI6RGD1cr0OznIhohEj3hBKnRjI4/rYU4Cwxrs9Anx7gJBHXn7pxBb7+tlfg3y96efg7GPdeSzQ4LfLBSeZDFvydGJyoFBUPFPg+U+xaViwMTtIqqrXD/brBaRNpOl5FtehExg71g3uXxK2Uk2hwaAJLGlVrGpw6b/xcOvDBKFWqyKa9tqYzJEhl9q1mcABfS/Xzpw4BAAaMQZy+6wyZnXWgggrgwUtFlQpbfXAqFVVSHaawg5VhtZpM29QozjntCPzeS9bjtl/tw0BfGssGG/OjUaaTBoPzzVqA8/snh3vhLTTwtIfuKB6twYm6vjTkKJGxJUU1Nl1LUSU0uHzpEcvFv5tMXLdWUdkm9VTKU14/QYrKLjKmZqKAPhZzBsemzTSbbVYsDI7neThm1RLc/+y49tmNQGvVECGi7hRcgNNl4N4lUV19AZPBid4maYDRlA8OC4gKpQqy6dS8BziisVZSDU4dKw+uwzEHW7oWNA51SoMTrOCrVpfRjKqoiKiiYvcBDxzbUUUF+NfktSeta2ofUorqyf3TuO+ZcaRTHl7X5P57AbyJZlSwHyovjmDo6JpToGEyOJQ6mlTp2ebukT6DwQlExo3vt5H2LBI0DU7EWJlNp1CqlFXRgfSZ9LcpZi3Bg0Opisrz9DJxxeBQqlEwAyQcs2pIBTjNVVHVUlSlZJKA+Ub3hFoOAHS9QxwDYeu8K+0v6U3XTBVVnzYRtl+QKoGXqktdo00MNbia49VwZkWH+V0badPQCnDDQVrAh0W8Qu7frKJiv/Py+24ayEzwFBWlSyk99ZvHrlQNXhcygnR3tAcLnzz5v2KDX+Oam13XzWA/KYNjgxmoJmniGQfO4DSz+EgiEfBfqzG6lKKKYHCm5oK0Nl/Y0uuVSlU12jSvT8DgQG0LyB5q3MiyKZGxcjJmVVRdNC64AKfLwEWfpZgKpCRW4bRNUr0Ef+DrFRln0ilFmdKANO8BTu2BmyuVVVomqQ9OPcfIAxxzsDWvRccYnNpxzPGuwcZ9wO387QxO8J5iqcp8ZLpnIDNhpksB4Ke/3g8AeN2LolvFLBRo3ioJXHTN6pu4/ncAsNLo2WW2UGgmEAGYk3G5ikql2hKR8XxqcIDgeVIpKsmV3mBwTOZLYnBsqUZTLC45Uh+zOghwWuJkXKx0pZNx9xyJAwBd9FmJqUCqR+SWnMFproQyy1gDAIl0MK0EsSXValBSGpmi4j44dRzjiqE+xQLYnIzVMXVIg2OuHIFwxQRP6cWViQMUePcOgwMEwTadhzXD8e1fFgK4t4qtUzwQ4YOTKMDRGRwz8IjzwYkDZ3C4nqrbNDhRaR76jMgUVUoPcGzmobxM3Lw8XGRcrVYjXeQ1BqeJ51hKUXXTwscFOF0GbVAiBsdS3p1NUiZODE5SDY4mMq7/9jCdR0sRq4h2gA+oVMUUmaLKNSYyBoDj1vqDhK1MnNCpKipaKfIAJ+RkzFb5eYt1u+d5WoVcO3tRtQpSgDOXoMP1QgLvAh/ZJkBpcAzWNSKdRVhtmCKa6dpWMTjFckVzOu4mBidj8SkzPyNqwUULW2UtYdyjNH5yBseWogJ8F2NbFRUAbFwZlOSPzRZDryeF3ouqeWfkVmNxPOk9BO4+SzeyjYGop9lm4iqqTHMCvJxRnluO+Q6tRl86BXqeA0rY/tmDffWXiRPOPHEtsmkPJx+xTPu7ea47pcGh66elqIxzITmoSgEZ14b1AoOTTnnq+SioEmP/3075Es03RBdd4doGJcgJqqjY3zzPZzI5BlvM4HBNHQU4fZlUU8F1fyatxoh6K0U56FzGBUlJUlSmyDjE4LAg1N6CIfi9HJHKAvQx6ekDM5HHHwXeTbzYhQyOq6LqMmQEWtnqg5OkVQOtMpJqcLjRXxMpKqXBmedeVJ7nIZdJYa5YUYNFlAYnnfLQn/W3rzege8srNuKc0zaEApiQyLhjKSp95ZhNh1eaQXNS7mRs12kUWHWftMLvJvSlU5itlAWBancfd6ugCcgj+g6ZTsaRRn/sbysG+0KLghCD02Rwz5nDVnjgAP6EP5hNY7pQRl+68X3Rcx43bgQpquA5NGGKjM17lGtwbNW1OoNTVVVUcew59dRrBFwSMBdRBt8pdM+ROADQRZ9lCxVJSORkXLvZkkbV/U002+TvKRoMznxG9fTQUYATF9yRDqeRsmeJnekWkTF9b1r5iivHVBBQB07G4e/EWzr0AoMD8D45Fe3fTjFq8w3uil6MEICmDaO/yFYN7FmSKtHMAKdZtoxfw6BNQ/PP05oRX4e1YkljPktAcP/HjZN95nMYkfqj8nozMOQanLmi7FfF54lypcqMYuXjOqzGvjUzNvOxjcbbZjQ9rYZjcLoMPEUVV4HE/27TedCDkXQyyjVRJs7fExYZz98k359NYXw2mQYH8H1XDkwXWpY77pYy8Xpy/6WKvRcVwCfLyrxXxjUKe4nx4ljXcWYm+trqKSqaGKOabQLAyqXh4CBUJt7kueYanFYxOABw3ZtPwXNjs3jesoH4jS0IGJzo70iv03gkbU9jz7QlRcWDUGJczACTD7HlajWyigoA/u2tm/DXX78ff3XmcZHHHwUe4JCIul3+WI3ABThdBl1kXEerBssqYs1Sf6WStENyM0Z//D1FwxV1Pu95+g7T6oGLnoiptLVVQZgZKHWMwUnpK8eogbXAmuWJVR6ZIFXQMwyOSr/5XjgUdDcrfO0VcNNQ0uAkMfqLaq/CJ8tVEoMTCnBa54Mz2wIPHMIL1izVrB4aAbFVcQGXWVkqpqhUECQH4SoILVexb9IPcMwxnTM4FS5GtjynJ6wbxtff9puRxx4Hz/PQl0mhUKpgOiIF1ym4AKfLkGErlkrMRJJEg3Pi+mF88a2btLLAKPS3qIqKVs2VDjE4QDBYxE3Eq5bm8MjoJEYGWtObqNs0OJNzfpWEFGgplocJkaXrnmXpDqqW6HYGhwtUeYnxYglwsgI7l8ToL6pMXGNwEqSomg5wNAanIn5Gp/DC9SO48JVH4WUbl0duZy4+o1LFygfHYH2pa/vYbEE1MDYDTJvIuN36xxwFOAklAfMJF+B0GZTRn9YsMl6DEzWJ/+axKxN/frMMjhnglCyCuHbC1ODEiWEv/70TcceTB/Hyo1e05PPN89aMkLG54/DPOa34pL5OZudz/31RVVSBVqfby601D5ViEOB0+3G3CjxFZTNxBDiDE2/twMciiRUOOxk3d665I3Ur+lC1EumUhw/8rxNjt+szJvyoVDHBXBStq2mGRscDQbB5/j3Pg+f5gl8tRdXmsTeXSWMSJSYJ6J7nywU4XYZg1RXfTVzT4LRo0NarqOp/MMzeMXEsVDtADA4N6nGit2NXL8Wxq5ujqzm6hcFRtHeNOl4udM+mwYgzHJL2igblQjlgQ1p1z7ULweRYxlytkWg65XWV02o7wSeaqDRlEAih9q9dg5OeZwYnqMqsqiqdXmPgzHMujavmmGF+x7UU4EzMKo2L6SIN+GxNqRbc2MrJWw1aMCRlzOcTLsDpMvBu2HEMTjZBiqpecAankZWulcGZpzJxQBLoze8DZ7oFd7pVA2G5wOCYg2027YkrPq6tKvRINZLS4JQCgWqzjEIvgQcosxH6CJPBiWqmmolhcFrdqoHrqLqNwUmKsDO4XQtHMKuoiMHZPT6nxhPp/KdTniolD65j48eeBCrAKVCKqnueMRfgdBmUs2yCahXd6K81k3h/kz44qopKNduc/wZsZkAx3zlhs+9Xp43+CMsEBsccfK1+SpIhYJcHC7zEWJWI99jk2AzkACe+iipKg5OKYXB4QJNNe00vLrJqwVRuqch4PpGEwTGDHlNkvHbEr/YaHZ9TQaQtwAH8hptxVVStAj1nUwmrVucT3T1CLUKoiUSLwC0l4LybeIuiZu4E3FAVFfngmM025zHIMCex+S5bDPWi6lgVlf65puss4FfZLc0F65y4rvQFzS+nu4cPziYuSgaHXf8Z8k6RRMbM8RiI9sHxkLxMvFmTP4CnvAP/l4G+3rqG5jiahMExF0Vra/3T9k7msXfC1+GYbTKAQFBcrsZXUbUKQ7XxY3zGL2boJpFxb90piwAZ9kAHjqK2bVufoiInYKDBKio2EQJssJzHFJUZUMy38VS3NNs0BxpJZJxK6a0m4lp+lMrV3tHgsHuxFV2oew3plKcWK1EMTtqTGRxpYhxnfYsOG5JSVEGw3Aq2jFy1eZl4z6WozDSw5EVkXBeTwVm1NId0ykO5UlVmgKuWhJvGplS6kbVqaPPYu6xWfXpopgDAdRN3iAB3lg1cgG0MTrwPTiOg1UNjVVTBgASgpeZcSdFpDU63GP2Zq3VJZAwAL92wzPqe4O+Bp0q+JDupdhskBmcxpaiAQA+mApyINhyVBAEOTWK21/niohWGilSBWCxXFo7IOKbHFyCPYZyx6UunMDwQVpioFFW1qkTjbQ9wagsnEjV3k31Ed49QixDcWTbOUK0dGhwAWNrvPzi8625SmFVUwcp5/m61TmtwePdtoHOBgPm9JZExALz0yMDHw5ZO4w7bvVYmXmSVX91+zK0G3QMzEe066vHBOThdCP2NI1Xr7Qa05lxzI8qe1eCExqMEImNhvKRKKsCvoJI6mFMwo/ngtDngMLV93aTBcSLjLgN3H40rE9d6UbVQZ/KB/3UiHnxuAsc14PRpVlGpQWkezblsNufziXTKU87A3aLBkUTGgM7gTDE/HA6ureoVkXFO0uAskjYNBBo7ZmsVLmKrBtbnCIh2Mh6biQ5wAD9NNVcstCQQ4T44yuiv1wIcU4OTSGQc/o7rRvrxi9r/bc709FHzWUVlMsMuReVgRVZVUSUoE6/RzemUXNrbKLa8cC22/+4LxBVCHExb8kDcOX+DUojB6cCKggecnSsTT8bgcG3O3km5szDR6rPFMmoLQ+Q6ZGCYFGKZeI9Njs3CdKqOKhMvGWXiEttz6etOAAD8f799tPUzKQBpxbnOsmuoNDhd4mScFCENTgMiYwBYMxwwOLYAh64Zb7bZ7hTViDGudFOKyjE4XYZMOhhsyhErKcBX1r/upLVYN9J4w7hWw+wm3olByRxYOxHg8KqxTjfbJNgCHMBPS07OyewNIDsedzuDo8rEyxXMLdYUlWJw4kXG4Sqq8P5efvRheOCDW1TrAAnEkrWCLcux8aQTer5WIOSDk4DBkQoT1o3EBzi0m3K1yjSc7R3/wgyOC3AcLMhqVVT+32w3qOd5+OdzT5mvQ0sEWwfn+RyUOq3BAfQBqxuqqNIpT2mrJLzuRevw5bt2WV83OyIDvRPg+K0aFjeDMxMV4Fg0OLbUblRwAwSVVC0pE+fNNgu9mWZM5GQcY/QHBF44gNzoFAiC1cq8VlHpCyfXqsHBCm6ophiceSyxbhZmmXgnRMbdoMHhrFE3OBkvG8hGpjEv+70TkUp5+L2XrIvcF7V9yKSaN3FrN6gChzfbnM9UaTcgzVKLQHQbDrOKqlHms5UpqqX9PjswXSirEvVeC1IT+eDEGP0BSRkcJjKu6H9rF0IiY8fgONigfHAqjMHpohsmDqEUVQdKO83BoRMpqkw3VFGx720TGBOGchlc9b9Psr6eNVJU3c7eABajvx5b/TcLug+jWzUElZv830YDWEpHt4K5XD6YRX82hbliBU8fmPH332MBjhlUyj440WXiQGD2B8gu0oBu9Feep27i4Sqq7nnGuudIHAAYPjgdaHPQLLiwE4BqcjifAY6peelMiqq7NDhR+pskMBt39lSAU3Y+OIEPjjC5slU//7fhAKeFDI7neVi/zE/NECvcayJj03tI8sEJl4k3JjIWWzW0vYrKSFF10YK8+0epRQaaSCpVoFCe/0aVzcKsoqKBdX6N/rqBwemGKiqWomoywDE1ON3epgEwNDgqRdX9x91KmD44kgYnxZyMq9Vq8wFOLQBpVTrwecv0IopeY3DCZeJSkGmIjIX7tC+TwnFrlqIvk8JRK4fEz6JrWaT8FNrP4Az2pbUArZsW5C5F1WXg0S85xnbTDRMHM0U114EqKpMxWawaHH4v2VyMk4JWnT2VomImcYuVwTHZGbHRI/PBITda/t56oQKcFqUDzQCn5zU4EaX6BNt3/PeLX46J2SIOs6WoavuhXoDSvlsNz/OwbLAP+2oWE93UTbx7jsQBgC42o1Vnt4s5OcJVVPMv7uwOBsf/zL5MqiE/oVaA30vLhUabde3L6BjcC+XWkklcLxx3K2FONlFVVOVKVXnh8L/Xi989cQ02HjaI1xy/uqH3m1jf4wFOSIMj+uDEi4wBv2HuRgt7A4Qr4gDMy/hD/aiA+e/9FwXH4HQZeHRPq86eCnCMKqrZDnQA7gYNDrFGnZxQee6/aQ1O7R6cURqc7p9kqIoqv4iN/szgXgpwOMtTZhNjo2LR1xy3Gq95d2uCG0BIUfWYBieRD06CMvEkUAxOef4YHEAfX7ppvmrr6Hvw4EGce+65GB4exrJly3DhhRdiamoq8j2vfvWr4Xme9vNnf/Zn2jY7d+7E61//egwODmL16tV497vfjVLJblLWS+ADUi8zOMWSP1Cq1EAHGZxOnD9axXRKYAzoE1SzKao+g8HphRQVBZd5rsFZZAGOGdBI2inuZMxX/t1SDBNicHrg3uMIl4kLImN2svvSqYZLu0lvUyjNnwYHAEbY+NJNKaq2Mjjnnnsudu/ejZtvvhnFYhEXXHABLr74YnzpS1+KfN9FF12EK664Qv0+ODio/l8ul/H6178ea9euxU9/+lPs3r0b5513HrLZLD784Q+37bvMFzzPQybloVSpKnOyXgxwCrVeWjSxdFKD04myxbQKcDrI4LBVYbMiYzqHqtFmFw1iNiypGRtOzhXVpLjYysTNsSMuRVUuN8/gtBqcwelLp7pqAk0C/hxm056YMuIMTjPl9XTJiuX5DVT5AqqbnIzb9tUffvhh7NixA5/5zGewadMmvPKVr8QnP/lJ3HjjjXjuueci3zs4OIi1a9eqn+HhYfXa9773PTz00EP4t3/7N5x88sl47WtfiyuvvBLXXnstCoX4RnC9ALrZSTfQSyJj3juGSsSBeXYy7gYGJ935FJXnBWZ8TYuMjUGrFxgcos3HZoqsVcNiY3DMAEdqExDoNsg7BQC6ZdhZO9IPigk65QreDHhQaQsatQCniXtUTFHNhwZnsaWobr/9dixbtgynnnqq+tvmzZuRSqVwxx13RL73i1/8IlauXIkXvehFuPTSSzEzM6Pt96STTsKaNWvU37Zs2YKJiQk8+OCD4v7y+TwmJia0n24G0ZVURdVuJ8pWgmtwKEADOuuD04kVBT3knQ4E6Ls3LTI2Vs29INZdPuQHdWMzBdVNe7ExOOaEKvngpFmDRu5i3ClxvIm+TAqra74vvVYiDuhjgE0PyK9TM/eoKhNnAc582Iws0xic7nnG2paiGh0dxerVutAsk8lgxYoVGB0dtb7vT/7kT3DkkUdi/fr1uO+++/De974Xjz76KL72ta+p/fLgBoD63bbfq666Ch/84Aeb+Trzil5mcPoyQQ6Y28PPZ1TfFRqc2jXsdFny605ah1/vm7b6ZiRFSMvRAwEO9cipVKFKWBebBsd0QRdbNWhVVPPToLFePG/ZAPZM5HtOYAzoz45t8ueBTzP3KF23Ag9w5uFa8n5U3XTv1B3gvO9978NHPvKRyG0efvjhhg/o4osvVv8/6aSTsG7dOpxxxhn49a9/jWOOOaahfV566aXYvn27+n1iYgIbNmxo+BjbDcoxKwanS1ZSSUCVK0XNPXZ+J8O+dAqeBxDb3gktQaYLqqgA4Oo/Orkl+zFXnr0Q4PRlUliSy2AqX8KhmVofo8WWoqpDg1NiGpxumqQAX2h8z86xnmRwkpjgZVvE4ND+qchjvq6jpsHpEu0W0ECA8653vQvnn39+5DZHH3001q5di71792p/L5VKOHjwINauXZv48zZt2gQAePzxx3HMMcdg7dq1uPPOO7Vt9uzZAwDW/eZyOeRysjFSN4IGpd5kcAINTidcjAFfe5LLpNT568Tpo5VzpwOcVsFc+feCkzHgU+dTrAN6L2o4moEpyI0ymSszDU63BTgkNO5FBq6vXganiSDcTFHNV6NmvYqqe+6dugOcVatWYdWqVbHbnX766RgbG8Pdd9+NU045BQDw/e9/H5VKRQUtSXDvvfcCANatW6f2+6EPfQh79+5VKbCbb74Zw8PDOPHEE+v8Nt0Jk8FJ98hkArBu6JUq88CZ/0GpP5vGXLFirVpoN7JdUEXVSvQigwP4xmjPHJpVvy86BidBikoz+it356LqecspwOmN+44jmQanNVVUpsh4vsgU7oPTTfdO277+CSecgK1bt+Kiiy7CnXfeiZ/85CfYtm0bzjnnHKxfvx4A8Oyzz+L4449XjMyvf/1rXHnllbj77rvx1FNP4Zvf/CbOO+88vOpVr8KLX/xiAMCZZ56JE088EX/6p3+KX/7yl/jud7+L97///Xj729/eUyxNFEwNznxF4a0Af5gnZjuXFqDAolMr0cDob2FMqGGRcW98L7M8vhcnyGaQpEycT0ik3ehEe5Mo/NbzV2HNcA6bT1gTv3GXQa+ikscjXvHYFINjaHDma+5Ythh9cL74xS9i27ZtOOOMM5BKpXD22WfjmmuuUa8Xi0U8+uijqkqqr68P//M//4NPfOITmJ6exoYNG3D22Wfj/e9/v3pPOp3GTTfdhEsuuQSnn346hoaG8Ja3vEXzzel1UA6TNCzdFBHHQQtw5moBTocYHKBzXh7ZBZai6sUycSBcHt8rgVmrEKqiiumDRL5V3TbmHLVyCHf89eZOH0ZDSCIyBvxzXq5UmxMZU+PUeW7UvHywD5mUhyq6axHR1gBnxYoVkaZ+GzduRJX5LmzYsAE//OEPY/d75JFH4jvf+U5LjrEbQQwODTa9VCbOBWbjStg5/zd85xkcqqLqnoe9GfRiFRUQblGxUK5HUoR8cITrxoOgfLH33NO7HbrRn/3+y6ZTyJcqLU5Rzc917M+m8X//6CUolCoY7OueDlDdcyQOCiFhYA8NNqmUh75MCoVSRVWudEqDA3TOVTMw+lsYjIHJBPQKM8Wpc8/rneNuFcyxJEqDAzDdXw+NOd0Oz/OQTXsolquRAlx6rRkGJ2W0apjP6/iGk583b5+VFIvrae8RmKWdvcTgAEFn2dHxOQCdMefqNINDq7Be9O2Q0JcxUlRdlGePwgpmcJjrYGf3TiFJs02+COjFtHgvgM57VAk1LSKa0eDQ5SUNTi9ZjLQDjsHpQphRfq8NNiuG+rB3Mo/nxv3qlU6UdnZag/PGUzZg32Qebzzl8I58fqsRYnB6JNXDRcYLhU2rB/y6pTw54OcMw2wP9r/rBfgBTjmawWlBWpvE4apMvDce07bBBThdCHOV1WuDDa2anx3rXIDTaQbn2NVLWmay1w0wtRu9wuBwkXE3iR/nC5mE+o++dArFchkzBRfgtAN07qMqjFSKqgUMTnGeRcbdisX3xPcAVi7Ry917qUwcCPoe7R7zU1SdmFioRUI3mU71Msy0aS+KjHvRJK5ZJBa41q7nrAtw2gJacJnPEQddn2bGy7Rh9OcCHIeuw5GHDWq/m/1kuh2H1QIcZfTXiRRVhlJUvXXuuhU9W0VlaHAWG7ifTZTgnhg5p8FpD+jcJ0lRNSUyNqqoFnuguvie+B6A2Rix5xgcozS3IyLjLKWo3C3eCoScjHsyReUYHPt2NQbHaXDaAiUyjkxRtZLB6c6WG/ON3hilFhmOPEwPcHptNcUrV4AOiYwdg9NShJyMeyRYGMimFdu02No0ALrIOGpyJXaLNDidEucvVCQKcFR7l+a7iQcpqoZ3tSDg7uIuxFFGgNNrZeKhAKcDpdLE4DgNTmsQSlH1CIPjeZ5icXql8quV4Pd/VFoxa6SoXHzTWpDGKWrBRUz3UK7x2h/VqqHkNDiAC3C6EiODWb23R68HOB3QPjgGp7VIpzxtNdgrGhwgSJkuzjJxnqKKELjWfI5mHYPTFvQpDY79vG77nWPxJ5uOwCuPXdnw55gi48WeonJl4l2KIw8bwtjMGIDeu0lDGpwOMji9du66GZl0Sq0Me0mwS/fj4iwTT5ai6nManLYiSFHZz+urXrAKr3rBqqY+J0hRuTJxwDE4XYujWCVVrw02hy3pvMi4X1HC7hZvFXhaqqcYnCGfDV2UIuNUvSLj7my22etQPjhtHo9MDU6vzR2tRu+MUosMXGjcazfpMqODc0eM/mqf2WvnrpvB9Ry9xOAsUymq3jnmVoHf/1G6qT7lg1MKvc+heSRhcFqBTjXb7FYsvie+R8BLxXttsMll0ljChHKdCHBOP/owHLVyCK990dp5/+yFimyPMjgk2l830t/hI5l/8GsWJbh3Kar2Qhn9tVmcH2q2ucgvo9PgdCm42V8v0sUrhvowlfdXg53QPmxcOYQf/NWr5/1zFzKyCdmAbsOfnn4kjlk9hNOPbly82atI3KrBORm3FUmM/loBusT5EqUae+c5bQcW97fvYnAGh27WXgJ3kO2EBseh9eD9qHqJwenPpvE7x69ZMJ3d60FSH5ygTNxpcNoBYrHbXclHDA7NGUv7FzeHsbi/fReDd0FeNzLQwSNpDIfxAGcRTiwLEXzS66UAZzFD98GJSFEpoz/S4Ljr20qcc9oRGJ8t4vUnrWvr55jMmwtwHLoWd/71GZjMl0K+Mr0ArcnhIvQfWYjQNDg9lKJazMjUXUXlelG1AydvWIZPvfmUtn+Oed2W9mctWy4OuACni7F6uB+rO30QDWLFUPBgOQZnYYAmwb5MCt4i99foFWQT+uCQCJZSVIu9+qZXYV63xc7guGWYQ1uwYiin/r8Yy3MXIkgomXPsTc8gqcjYLF92DE5vwmzMPDywuBkcN1I5tAUrlLmaW+0vFGQYg+PQG9B0U1GtGozgx1VR9SYcg6PDjVQObQFpcFwF1cIB6W4cI9c7SFpFZQatjsHpTZgMzmLX4LiRyqEtWLnUT1E10xnXobtA6Q7H4PQOeIoqqtGjY3AWBlwVlY7F/e0d2oaXHL4Mbzn9SPzGkcs7fSgOLULWpah6Dnrlmz1oMVk5F+D0JswU1bALcBwcWo90ysMH3/CiTh+GQwuRdQxOzyFdZ5k4waWoehMuRaXDjVQODg6JoBgcV0XVM8hyDU5EYGoGrc7orzdhMm/DLsBxcHBwiAcJVtttN+/QOiQvEzcYnMXepbFH4TQ4OlyA4+DgkAhk9e9SVL0DrVVDVDdx45qmnLVDT4LHqemUh8FFbrLqRioHB4dEIAbHBTi9g8Rl4s7ob0GAB6ZLcplF70HmRioHB4dEcFVUvYd0ygPNcfX44Lgqqt4Ev26LPT0FuADHwcEhIVyrht4ECY2jRMZOg7MwwKuoFrvAGHABjoODQ0LQJJjLumGjl0Cr+mwEK2NWxjkGpzeRcgyOBjdSOTg4JMKLnjcMzwNe9LyRTh+KQx0gNiayispMUS1y7UavQk9ROQbHhXgODg6JsPVF63Df5We6gbPHQIFNpA+OY3AWBPh1W+wuxoBjcBwcHOqAC256D1QRla2jTNxpcHoTnHlzKao2BzgHDx7Eueeei+HhYSxbtgwXXnghpqamrNs/9dRT8DxP/PnqV7+qtpNev/HGG9v5VRwcHBx6EhTgRDlQh5tturVvL8KlqHS09S4+99xz8eCDD+Lmm2/GTTfdhNtuuw0XX3yxdfsNGzZg9+7d2s8HP/hBLFmyBK997Wu1bT/3uc9p25111lnt/CoODg4OPYmXHbUCywezOGbVEus2IQbHpah6EtwHZ3jAMThtOwMPP/wwduzYgZ///Oc49dRTAQCf/OQn8brXvQ4f//jHsX79+tB70uk01q5dq/3t61//Ov7oj/4IS5boD+eyZctC29qQz+eRz+fV7xMTE/V+HQcHB4eexCfedDKK5Wqkf5GZvnJOxr0Jx+DoaBuDc/vtt2PZsmUquAGAzZs3I5VK4Y477ki0j7vvvhv33nsvLrzwwtBrb3/727Fy5UqcdtppuP7661GtVq37ueqqqzAyMqJ+NmzYUP8XcnBwcOhBeJ4Xa86YS+uW/o7B6U3wTKPT4LQxwBkdHcXq1au1v2UyGaxYsQKjo6OJ9vHZz34WJ5xwAl7xildof7/iiivwla98BTfffDPOPvtsvO1tb8MnP/lJ634uvfRSjI+Pq59du3bV/4UcHBwcFiiyGT2gSTuRcU8i5TkGh6PuEO9973sfPvKRj0Ru8/DDDzd8QITZ2Vl86Utfwgc+8IHQa/xvL33pSzE9PY2Pfexj+Iu/+AtxX7lcDrlcruljcnBwcFiIMAXIjsHpTfDeY47BaSDAede73oXzzz8/cpujjz4aa9euxd69e7W/l0olHDx4MJF25j/+4z8wMzOD8847L3bbTZs24corr0Q+n3eBjIODg0OdoJ5VlOl3Pji9CV785lo1NBDgrFq1CqtWrYrd7vTTT8fY2BjuvvtunHLKKQCA73//+6hUKti0aVPs+z/72c/i93//9xN91r333ovly5e74MbBwcGhAXieh750CvlSBYBzMu5VOKM/HW07AyeccAK2bt2Kiy66CNdddx2KxSK2bduGc845R1VQPfvsszjjjDPwhS98Aaeddpp67+OPP47bbrsN3/nOd0L7/da3voU9e/bg5S9/Ofr7+3HzzTfjwx/+MP7qr/6qXV/FwcHBYcGDBzjO6K83kXYaHA1tDfG++MUvYtu2bTjjjDOQSqVw9tln45prrlGvF4tFPProo5iZmdHed/311+Pwww/HmWeeGdpnNpvFtddei3e+852oVqs49thjcfXVV+Oiiy5q51dxcHBwWNDIZlJAzU3DGf31JkYGszhsqA9L+zPod01x4VWj6qsXKCYmJjAyMoLx8XEMDw93+nAcHBwcOo6Xf/gWjE7MAQBu+vNXuqaqPYrxmSIyaQ9DuYWZoqpn/l6YZ8DBwcHBoS7wUnFn9Ne7GBl0qSmC47AcHBwcHLRScafBcVgIcAGOg4ODg4PWcNOViTssBLgAx8HBwcEBOdbOwRn9OSwEuADHwcHBwcExOA4LDi7AcXBwcHDQGnK6AMdhIcAFOA4ODg4OjsFxWHBwAY6Dg4ODg8bgZJzRn8MCgLuLHRwcHBy0MnHH4DgsBLgAx8HBwcEBWeZ946qoHBYCXIDj4ODg4OBExg4LDi7AcXBwcHBwImOHBQcX4Dg4ODg46AyO60XlsADgAhwHBwcHByUyTnlAyjE4DgsALsBxcHBwcFAMjisRd1gocHeyg4ODg4PS4Lj4xmGhwN3KDg4ODg6OwXFYcHB3soODg4ODYnBcBZXDQoELcBwcHBwcGIPjAhyHhQEX4Dg4ODg4oK/mZOwqqBwWClyA4+Dg4OCgUlSOwXFYKHABjoODg4ODSlE5DY7DQoELcBwcHBwcHIPjsODgAhwHBwcHB8fgOCw4uADHwcHBwQHLB/sAAMMD2Q4fiYNDa5Dp9AE4ODg4OHQeLzl8BB89+8U46fCRTh+Kg0NL4AIcBwcHBwd4noc/etmGTh+Gg0PL4FJUDg4ODg4ODgsOLsBxcHBwcHBwWHBwAY6Dg4ODg4PDgoMLcBwcHBwcHBwWHFyA4+Dg4ODg4LDg4AIcBwcHBwcHhwUHF+A4ODg4ODg4LDi0LcD50Ic+hFe84hUYHBzEsmXLEr2nWq3isssuw7p16zAwMIDNmzfjscce07Y5ePAgzj33XAwPD2PZsmW48MILMTU11YZv4ODg4ODg4NCraFuAUygU8MY3vhGXXHJJ4vd89KMfxTXXXIPrrrsOd9xxB4aGhrBlyxbMzc2pbc4991w8+OCDuPnmm3HTTTfhtttuw8UXX9yOr+Dg4ODg4ODQo/Cq1Wq1nR/w+c9/Hu94xzswNjYWuV21WsX69evxrne9C3/1V38FABgfH8eaNWvw+c9/Hueccw4efvhhnHjiifj5z3+OU089FQCwY8cOvO51r8MzzzyD9evXJzqmiYkJjIyMYHx8HMPDw019PwcHBwcHB4f5QT3zd9docJ588kmMjo5i8+bN6m8jIyPYtGkTbr/9dgDA7bffjmXLlqngBgA2b96MVCqFO+64w7rvfD6PiYkJ7cfBwcHBwcFh4aJrApzR0VEAwJo1a7S/r1mzRr02OjqK1atXa69nMhmsWLFCbSPhqquuwsjIiPrZsMH1W3FwcHBwcFjIqCvAed/73gfP8yJ/HnnkkXYda8O49NJLMT4+rn527drV6UNycHBwcHBwaCPq6ib+rne9C+eff37kNkcffXRDB7J27VoAwJ49e7Bu3Tr19z179uDkk09W2+zdu1d7X6lUwsGDB9X7JeRyOeRyOfU7yY5cqsrBwcHBwaF3QPN2EvlwXQHOqlWrsGrVqsaOKgZHHXUU1q5di1tuuUUFNBMTE7jjjjtUJdbpp5+OsbEx3H333TjllFMAAN///vdRqVSwadOmxJ81OTkJAC5V5eDg4ODg0IOYnJzEyMhI5DZ1BTj1YOfOnTh48CB27tyJcrmMe++9FwBw7LHHYsmSJQCA448/HldddRX+4A/+AJ7n4R3veAf+7u/+Ds9//vNx1FFH4QMf+ADWr1+Ps846CwBwwgknYOvWrbjoootw3XXXoVgsYtu2bTjnnHMSV1ABwPr167Fr1y4sXboUnue19HtPTExgw4YN2LVrl6vQagPc+W0v3PltP9w5bi/c+W0/OnmOq9UqJicnE835bQtwLrvsMtxwww3q95e+9KUAgB/84Ad49atfDQB49NFHMT4+rrZ5z3veg+npaVx88cUYGxvDK1/5SuzYsQP9/f1qmy9+8YvYtm0bzjjjDKRSKZx99tm45ppr6jq2VCqFww8/vIlvF4/h4WH3cLUR7vy2F+78th/uHLcX7vy2H506x3HMDaHtPjiLDc5jp71w57e9cOe3/XDnuL1w57f96JVz3DVl4g4ODg4ODg4OrYILcFqMXC6Hyy+/XKvacmgd3PltL9z5bT/cOW4v3PltP3rlHLsUlYODg4ODg8OCg2NwHBwcHBwcHBYcXIDj4ODg4ODgsODgAhwHBwcHBweHBQcX4Dg4ODg4ODgsOLgAx8HBwcHBwWHBwQU4LcS1116LjRs3or+/H5s2bcKdd97Z6UPqSfzt3/5tqEv98ccfr16fm5vD29/+dhx22GFYsmQJzj77bOzZs6eDR9z9uO222/B7v/d7WL9+PTzPwze+8Q3t9Wq1issuuwzr1q3DwMAANm/ejMcee0zb5uDBgzj33HMxPDyMZcuW4cILL8TU1NQ8fovuRdz5Pf/880P39NatW7Vt3Pm146qrrsLLXvYyLF26FKtXr8ZZZ52FRx99VNsmybiwc+dOvP71r8fg4CBWr16Nd7/73SiVSvP5VboWSc7xq1/96tB9/Gd/9mfaNt10jl2A0yJ8+ctfxvbt23H55ZfjnnvuwUte8hJs2bIl1P3cIRle+MIXYvfu3ernxz/+sXrtne98J771rW/hq1/96v/f3v2FNP31cQB/p7lhhS6ZbrNQppkR/qEMx4jswuEfupC8KfNCulAyhQKLMKiom8KgiyLqLrsIoyARpAJTZ1RzpCimljRZSeWSjKX5J//s/Vz88Ps8K00Lf27u+bxgsH3P2ZfPeXs4HOeRoaWlBZ8+fUJ+fr4Pq/V/Y2NjSE1NxfXr1+dtr6qqwtWrV3Hz5k3Y7XasX78e2dnZmJycVPoUFhaip6cHDQ0NqK+vx9OnT1FSUrJSQ/Bri+ULADk5OV5zuqamxqtd8l1YS0sLysrK0NraioaGBkxPTyMrKwtjY2NKn8XWhdnZWezbtw9TU1N48eIFbt++jerqapw9e9YXQ/I7S8kYAIqLi73mcVVVldLmdxlTLIv09HSWlZUpr2dnZxkdHc2LFy/6sKrV6dy5c0xNTZ23ze12MyQkhPfv31euvX79mgBos9lWqMLVDQBra2uV1x6Ph3q9npcvX1auud1uqtVq1tTUkCR7e3sJgC9fvlT6PHr0iGvWrOHHjx9XrPbV4Od8SbKoqIh5eXkLvkfy/TNDQ0MEwJaWFpJLWxcePnzIoKAgulwupc+NGzcYFhbGHz9+rOwAVoGfMybJvXv38tixYwu+x98ylk9wlsHU1BTa29thsViUa0FBQbBYLLDZbD6sbPV6+/YtoqOjERcXh8LCQgwMDAAA2tvbMT097ZX1tm3bEBMTI1n/JafTCZfL5ZVpeHg4TCaTkqnNZoNGo8GuXbuUPhaLBUFBQbDb7Ste82pktVoRFRWFxMRElJaWYnh4WGmTfP/M3Jc0R0REAFjaumCz2ZCcnAydTqf0yc7OxsjICHp6elaw+tXh54zn3LlzB1qtFklJSaisrMT4+LjS5m8Z/2vfJv7/5MuXL5idnfX6oQKATqfDmzdvfFTV6mUymVBdXY3ExEQMDg7i/Pnz2LNnD7q7u+FyuaBSqaDRaLzeo9Pp4HK5fFPwKjeX23zzd67N5XIhKirKq33t2rWIiIiQ3JcgJycH+fn5MBqN6O/vx+nTp5GbmwubzYbg4GDJ9w94PB4cP34cu3fvRlJSEgAsaV1wuVzzzvG5NvFf82UMAIcOHUJsbCyio6PR1dWFU6dOoa+vDw8ePADgfxnLBkf4ndzcXOV5SkoKTCYTYmNjce/ePYSGhvqwMiH+zsGDB5XnycnJSElJQXx8PKxWKzIzM31Y2epTVlaG7u5ur3N5YnktlPH/nglLTk6GwWBAZmYm+vv7ER8fv9JlLkr+RLUMtFotgoODfzmx//nzZ+j1eh9VFTg0Gg22bt0Kh8MBvV6PqakpuN1urz6S9d+by+1381ev1/9yYH5mZgZfv36V3P9CXFwctFotHA4HAMl3qcrLy1FfX4/m5mZs3rxZub6UdUGv1887x+faxD8Wyng+JpMJALzmsT9lLBucZaBSqZCWlobGxkblmsfjQWNjI8xmsw8rCwzfv39Hf38/DAYD0tLSEBIS4pV1X18fBgYGJOu/ZDQaodfrvTIdGRmB3W5XMjWbzXC73Whvb1f6NDU1wePxKIucWLoPHz5geHgYBoMBgOS7GJIoLy9HbW0tmpqaYDQavdqXsi6YzWa8evXKayPZ0NCAsLAwbN++fWUG4scWy3g+nZ2dAOA1j/0q4xU/1hyg7t69S7Vazerqavb29rKkpIQajcbrNLlYmoqKClqtVjqdTj5//pwWi4VarZZDQ0MkySNHjjAmJoZNTU1sa2uj2Wym2Wz2cdX+bXR0lB0dHezo6CAAXrlyhR0dHXz//j1J8tKlS9RoNKyrq2NXVxfz8vJoNBo5MTGh3CMnJ4c7duyg3W7ns2fPmJCQwIKCAl8Nya/8Lt/R0VGeOHGCNpuNTqeTT5484c6dO5mQkMDJyUnlHpLvwkpLSxkeHk6r1crBwUHlMT4+rvRZbF2YmZlhUlISs7Ky2NnZycePHzMyMpKVlZW+GJLfWSxjh8PBCxcusK2tjU6nk3V1dYyLi2NGRoZyD3/LWDY4y+jatWuMiYmhSqVieno6W1tbfV3SqnTgwAEaDAaqVCpu2rSJBw4coMPhUNonJiZ49OhRbty4kevWreP+/fs5ODjow4r9X3NzMwH88igqKiL5z7+Knzlzhjqdjmq1mpmZmezr6/O6x/DwMAsKCrhhwwaGhYXx8OHDHB0d9cFo/M/v8h0fH2dWVhYjIyMZEhLC2NhYFhcX//LLj+S7sPmyBcBbt24pfZayLrx79465ubkMDQ2lVqtlRUUFp6enV3g0/mmxjAcGBpiRkcGIiAiq1Wpu2bKFJ0+e5Ldv37zu408ZryHJlfu8SAghhBDi3ydncIQQQggRcGSDI4QQQoiAIxscIYQQQgQc2eAIIYQQIuDIBkcIIYQQAUc2OEIIIYQIOLLBEUIIIUTAkQ2OEEIIIQKObHCEEEIIEXBkgyOEEEKIgCMbHCGEEEIEnP8AQG1z5hRPRfMAAAAASUVORK5CYII=", "text/plain": [ "
" ] @@ -145,28 +128,40 @@ " 0.9 * np.exp(-1j * 2 * np.pi / 5)]\n", "\n", "rproc = ARMA(poles, zeros, 256)\n", - "print(rproc)\n", "plt.plot(rproc)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "$$\n", + "\n", + "H(z) = \\frac\n", + "{1 + 0.9025z^{-2}}\n", + "{1 - 0.5562z^{-1} + 0.81z^{-2}}\n", + "\n", + "$$" + ] + }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 9, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" ] @@ -177,7 +172,7 @@ ], "source": [ "fspec = np.fft.rfft(rproc, 1024)\n", - "plt.plot(10 * np.log10(np.abs(fspec**2)))" + "plt.plot(10 * np.log10(np.abs(fspec)))" ] } ], @@ -197,7 +192,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.0" + "version": "3.12.1" } }, "nbformat": 4,