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Gaia-Gala-pyastro18.ipynb
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{
"cells": [
{
"metadata": {},
"cell_type": "markdown",
"source": "```pip install astro-gala pyia```"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "import warnings\n\n# Third-party\nimport astropy.coordinates as coord\nimport astropy.units as u\nimport matplotlib.pyplot as plt\nimport numpy as np\n%matplotlib inline\n\n# Custom\nimport gala.coordinates as gc\nimport gala.dynamics as gd\nimport gala.integrate as gi\nimport gala.potential as gp\nfrom gala.units import galactic\n\nfrom pyia import GaiaData",
"execution_count": 2,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "c = coord.SkyCoord.from_name('HD 155358')",
"execution_count": 3,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "c",
"execution_count": 4,
"outputs": [
{
"output_type": "execute_result",
"execution_count": 4,
"data": {
"text/plain": "<SkyCoord (ICRS): (ra, dec) in deg\n (257.39424042, 33.35585722)>"
},
"metadata": {}
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "q = '''SELECT * \nFROM gaiadr2.gaia_source as gaia\nWHERE CONTAINS(POINT('ICRS', gaia.ra, gaia.dec),\n CIRCLE('ICRS', {0.ra.degree}, {0.dec.degree}, {1.degree}))=1'''\n\nwith warnings.catch_warnings():\n warnings.simplefilter('ignore')\n g = GaiaData.from_query(q.format(c, coord.Angle(5*u.arcsec)))",
"execution_count": 5,
"outputs": [
{
"output_type": "stream",
"text": "Created TAP+ (v1.0.1) - Connection:\n\tHost: gea.esac.esa.int\n\tUse HTTPS: False\n\tPort: 80\n\tSSL Port: 443\nLaunched query: 'SELECT * \nFROM gaiadr2.gaia_source as gaia\nWHERE CONTAINS(POINT('ICRS', gaia.ra, gaia.dec),\n CIRCLE('ICRS', 257.39424042, 33.35585722, 0.001388888888888889))=1'\nRetrieving async. results...\nQuery finished.\n",
"name": "stdout"
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "g",
"execution_count": 6,
"outputs": [
{
"output_type": "execute_result",
"execution_count": 6,
"data": {
"text/plain": "<GaiaData: 1 rows>"
},
"metadata": {}
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "g.parallax",
"execution_count": 7,
"outputs": [
{
"output_type": "execute_result",
"execution_count": 7,
"data": {
"text/plain": "<Quantity [22.8964934] mas>",
"text/latex": "$[22.896493] \\; \\mathrm{mas}$"
},
"metadata": {}
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "g.phot_g_mean_mag",
"execution_count": 8,
"outputs": [
{
"output_type": "execute_result",
"execution_count": 8,
"data": {
"text/plain": "<Quantity [7.120737] mag>",
"text/latex": "$[7.1207371] \\; \\mathrm{mag}$"
},
"metadata": {}
}
]
},
{
"metadata": {},
"cell_type": "markdown",
"source": "---"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "sc = g.skycoord\nsc",
"execution_count": 9,
"outputs": [
{
"output_type": "execute_result",
"execution_count": 9,
"data": {
"text/plain": "<SkyCoord (ICRS): (ra, dec, distance) in (deg, deg, pc)\n [(257.39309468, 33.35492774, 43.67481005)]\n (pm_ra_cosdec, pm_dec, radial_velocity) in (mas / yr, mas / yr, km / s)\n [(-222.45866365, -215.90825145, -9.07461042)]>"
},
"metadata": {}
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "w0 = gd.PhaseSpacePosition(sc.transform_to(coord.Galactocentric).cartesian)",
"execution_count": 10,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "mw = gp.MilkyWayPotential()",
"execution_count": 11,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "orbit = mw.integrate_orbit(w0, dt=-0.1*u.Myr, n_steps=10000)",
"execution_count": 12,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "fig = orbit.plot(subplots_kwargs=dict(sharex=True, sharey=True))\nfig.axes[0].set_xlim(-10, 10)\nfig.axes[0].set_ylim(-10, 10)",
"execution_count": 13,
"outputs": [
{
"output_type": "execute_result",
"execution_count": 13,
"data": {
"text/plain": "(-10, 10)"
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": "<matplotlib.figure.Figure at 0x1c115edcc0>",
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WM3ariWCrCbvVjMVsxGgAA2AwGPgqHmrzeGlzeXC6vDhdHpxuDy1tHmpb2qlrdR1XPQ1O\nN5sL69hcWHfYeGyolZEpEYxMiSA7JYKxA6M0tZ+IiIiIiIiIiEgPoiBKRI6Lx+vjt/+3kxfXHPCP\nJYbbePLG8YxKjQxgZQIdIWFxbStr8qpZl1/D1uI6ciqa8J5A6BRtt5IaFcyAqBBSo4JJiQomPiyI\naHsQMaFWYu1BhAebO7UDyeP10dDqoqalne3F9dz/+pYTun9VUztf7K3ki72V/rGMODuT02OYnB7N\n5IxokiKCO61eEREREREREREROTEKokTkOzldHu57dTOf7DroHxs9IJKnbhhPfLgtgJX1b8W1LazM\nqWJtXg1r8qoprXd+532MBkiLsZMZH8rghDCyEkLJjA8lLcaOPaj7/yWYjAai7Fai7FYccaHMzk7k\nZ29t470tpf5jMuND+fOckbS5veRUNJFb2cSe8kZ2ltTT3O454px5lc3kVTbz6rpCANJiQpg1JJ4z\nhsYzOT0am0XTR4qIiIiIiIiIiHQXBVEickx1Le3cvmADGw7U+scuGZ3MX68Y1Skf6Pt8PlpdHlra\nPbS5vfh8Pv9UbT4f+PBhNBiwWUzYLEZsFhMWk/GUr9sbtbk9rM+vZeneCpbuqySnoumYxxsNkBUf\nxqjUCEYNiGR0agSDE8J6dBBjs5h49KoxpMfaeXTJfgByKpq488WNPHPzRG6aluY/1uv1kV/dzPbi\neraX1LO1qI5txfW0e7yHnbOguoXnVxXw/KoCbBYj0x2xnDksnvNGJBIbqmn8REREREREREREupKC\nKBE5qpK6Vm56dt1hgccdMzP4+eyhGI3fPj2b1+ujorGNotoWSmpbqWxso7q5neqmQ7fN7dQ2t9PS\n7qalvSOAOlEmowGb2Yg9yEy03UpkiIWoECuRIVaiQizEhgaRHGkjOTKYpIhgYuzWo9bb09W3uPh0\n90E+3lnOypyqYz5fdquJ8WnRTE6PZmJaNNkp4YRYe9+feYPBwP1nDyYtxs5P39xGu8dLdXM71z61\nhn/fMJ7TsuIAMBoNOOJCccSFctnYjjXKnC4PmwvrWJdfw7qCajYeqMXp+jqYcrq8fLangs/2VPCr\nd3cwJSOGC0clKZQSERERERERERHpIr3vE0oR6RYHqpu59qm1lNS1+sd+ddFwbpuRDkBVUxv7DjaS\nU9HEvoONFFS1UFzbQkldKy7PCSxMdBI8Xh/N7R6a2z1UNLZ95/FWk5HECBsDooPJiA3FEWcnIy4U\nR3woSeG2HhdSVTe18cmug3y4o5xVOVW4j7LQU5DZyOSMGKY7YpicEUN2cjjmPtQtdtnYFFKjgvn+\nCxuobXHR0u7h1ufX879Xj+WCkUnfeh+bxcRURwxTHTFAFk6Xh/UFNXyxp5KleyvIq2r2H+v1warc\nalblVvOrd3cwPTOWK8anct6IxB7dNSYiIiIiIiIiItKbKIgSkSPkVjZx7VNrONjwdchz3ogEyutb\nuerfq9lf0URNc3unXS/oUHdTkNmIgY6OGACDoePL6+3odHG6PDjdXjxHCWaOpt3jpbCmhcKaFlbm\nVB+2z2Yx4ogLZURyOCOSI8hOCWdYUvd3EjW3ufl4ZznvbC5hZU4VR3uIg2JCmDU4jllD45mSHkOw\ntW8HJhPSonnjrmnc8MxayuqduDw+7n5lE/992UiunTzwO+9vs5g4LSuO07Li+PXFwzlQ3czneyr4\ncHs56w/U+KeB9Ppg+f4qlu+vItxm5pIxyVw5fgCjUiP8r0cRERERERERERE5cQqiROQwO0vruXD+\niiPGP9558LjPEW23khoVTGpUMPFhNmJDrcSEBhFttxIbaiUqxEpokJlgq4kQqxnTCXYkuTxeWl0e\nmpxuaprbqWtxUdvSTl1LOzXNLioanZTWtVJW33Hb4HQf9VxOl5edpQ3sLG0AioGO8Csj1s7o1EjG\nDYpiQloUg+PDOr1zyuP1sSq3irc3lfDxzvKjTrs3OjWC2dlJnDcigYy40E6toTfIjA/lzR90hFF5\nlc34fPCLd7bT6HRx5+mOEzrXoBg7t0xP55bp6RxscPLh9jI++I9QqsHp5qU1hby0ppDhSeHcPD2N\nS0Ynq0tKRERERERERETkJCiIEunnvF4f20vqWZFTxXMrC6hq+u6p7gBCrCYy40PJig9jcELHOj0D\nY0JIiQzGHtS1f1osJiMWk5Fwm4XkyODvPL6pzU1ZXSsF1S3kVTaRW9lEXmUzuZVN1La4jjje54Pc\nymZyK5t5e3MJAGE2M+MGRjFhUBRTHTGMHhCJ5SSnwSuta+W19UUsXF9EeYPziP0GA0wYFMXs7CRm\nZyeSchyPsa9LiQzmjTuncsvz69lWXA/Anz7cgw+46wTDqK8khNu4eXo6N09Pp7Sulbc2FvPGxmIK\na1r8x+wqa+Cnb27jzx/u4dpJA7l+yiASI2yd8ZBERERERERERET6BQVRIv1Qo9PFiv1VfLangqV7\nK6hqOvY0e+E2M6NSIxk9IIJRqZEMTwonJTK4x62tdDShQWayEsLISggDEg7bV9Pczt7yRnaW1rOz\ntIEdJfXkVjYdMTVeo9PNl/sq+XJfJXzacc4pGdHMyIxlRlYsjrjQY07h5vH6WLavkpfXHuDzPRXf\nOvVeVnwoc8alcumY5OMK2PqbmNAgXvn+FG57fj1r82sA+POHe4CTD6O+khwZzL1nZXH3GZmsK6hh\n4YYiFm8ro83tBTpeJ499kcMTX+ZyyZhk5s3KJDO+/3WniYiIiIiIiIiInCgFUSL9RF1LOx/tKGfx\n9jLW5FXj8hx7naUhCWHcMTODcYOiGBQd0mtCpxMVbbcy1RHDVEeMf6y13cOusgY2Hahlw4EaNh6o\nPSKsa2pzs2R3BUt2VwCQFGHjzKHxnD08gWmOGILMHdO41be4eHV9IS+uPkBJXesR148NtXLJ6BTm\njEthRHK41iP6DqFBZp67ZSK3Pr+eNXmdG0YBGI0GpmTEMCUjhl9dOJzXNxQd9rNze328vamEdzaX\ncH52IvNmZZKdEnHK1xUREREREREREemrFESJ9GENThef7jzIom2lrNhfhfvb2nC+xdvzpjFuYFQX\nV9dzBVtNjB8UxfhBUXyfDHw+HweqW9h4oJa1+dWs2F9Faf3hU+qV1Tt5eW0hL68txG41kRZrp7i2\nlfrWI6f+A5ieGcN1kwdxzvCEk57ir78KsZp59uYjwyiz0cDtp2V02nWi7FbuOt3B7TPSWbK7gmdX\n5rPuUCeWzwcfbC/ng+3lnDk0nh+fO4ThyeGddm0REREREREREZG+QkGUSB/j9fpYk1/NwvVFfLij\n3D+12H8akRzO2IGRvLSm0D9mNRt5/uaJ/TqE+jYGg4G0WDtpsXa+Nz4Vn89HflUzK3OqWL6/itW5\n1TS2uf3HN7d72FnacMR5rCYjN09P45pJA0mPtXfnQ+hzvi2M+sPi3YQHW5g7YUCnXstsMjI7O5HZ\n2YlsPFDL41/k8NmeCv/+z/dU8MXeCi4ZncyD5wxmUIx+tiIiIiIiIiIiIl9RECXSRxxscPLmxmIW\nbijiQHXLtx4zZkAkF41K4oKRSUTbrVz71Br/PrPRwBPXj2NaZmx3ldxrGQwGMuJCyYgL5Yapabg9\nXh77IodHl+w/5v3aPV6KalrYXdZAUoQNm8XUTRX3TV+FUTc/t97fqfTzt7YRbrMwOzuxS645flAU\nz9w8kV2lDTy+NIfF28vw+To6pN7bUsribWVcM2kgPzw7i9jQoC6pQUREREREREREpDdRECXSy20p\nquPZFfl8sL3sW6feG5YUziWjk7loVBIDokMA8Hh93P3yJjYV1gFgMMCjV4/hzKEJ3Vp7b+fz+ViZ\nU838z/azrqDmuO7z4Y5yPtxRTpjNzKVjkrlqwkCyU7Q21MkKsZp5+qYJXPPkGnaWNuD1wX2vbub5\nWycyzdF1oerw5HAeu3Yc95Y38j8f72XJ7oNAxxpSL645wLtbSnjwnMHcMGUQZk29KCIiIiIiIiIi\n/ZiCKJFeyOXx8tGOcp5bme8Pk74pzGbm8rEpzJ0wgOyUiCP2/2HxLj7aWe7f/tWFw7loVHKX1tyX\n+Hw+lu+v4pEl+9j8H8+/yWjgsjEp3DEzgyGJYRTVtLBoWymLtpaxu+zr6foanW5eWlPIS2sKGZYU\nzlUTUrlsbAqRIdbufji9XrjNwoJbJ3HlE6vJr2qm3ePl+ws28NodUxmZeuTrvzMNSQzj6ZsmsPFA\nDX/5cK8/kGx0uvndol28uq6Q3148Qp2GIiIiIiIiIiLSbymIEulF2twe3thQzL+W5lJS13rE/klp\n0Vw7eSCzsxOPOu3bMyvyeW5lgX/7thnp3DojvatK7nO2Fdfxl4/2sDKn+rBxs9HAlRNS+cHpmQyM\nCfGPD4gOYd6sTObNyiSnopH/21rGu5tLKKz5evrE3WUN/HbRLv74wR4uHJXEzdPSGD0gstseU18Q\nGxrEC7dO4oonVnGwoY3mdg+3LljPu3dPJyUyuMuvP35QNK/fOYXP91Tw0Pu7KDg0Pea+g01c+/Ra\nLh6dzG8uHq7p+kREREREREREpN9RECXSCzhdHl5dV8i/v8yjvMF52D6rycglY5K5ZXoaI5KP3f3x\nxd4K/rB4l3/7/OxE/uuCYV1Sc1+TX9XM3z7Zy+JtZYeNW01G5k5M5a7THaRGhRzl3h0y48N48Jww\n7j8ri7X5NbyxoYgPdpThdHmBjjWk3tlcwjubSxgzIJKbp6VxwcgkrGZN7XY8BkSH8OJtk7nyidXU\nt7qobGzjtufX88ZdUwmzWbr8+gaDgbOGJTAjK5ZnVxTwj8/309LuAWDR1lKW76/k1xcN5/KxKZqK\nUURERERERERE+g0FUSI9WLvbyytrD/DYF7lUNbUdti/abuXGqYO4bvIg4sK+u8sir7KJ+17djO/Q\nMlLjB0XxyFVjMBr1gfixVDe18ciSfby2ruiwNbhMRgNzJ6Ry31lZJEWcWMeN0WhgqiOGqY4Yfnvp\nCBZtLWXh+iK2Ftf7j9lSVMf9r2/hD4t3c+3kgdw4dZC6aY7D4IQwnrh+PDc+uxaXx8ee8kbufXUz\nT984odvWagoym/jBLAdzxqXwpw928+6WUgDqWlw8uHAr724p5Y+XZ39ncCkiIiIiIiIiItIXKIgS\n6YG8Xh+LtpXyt0/2UlRz+BR8cWFB3Dkzg2snDyTEeny/wo1OF3e8uJFGpxuApAgbT1w//qjT90nH\nOlwvrTnAI5/uo+HQ8/aV87MT+fF5Q3DEhZ7ydcJtFq6b3BEobiuu4/lVBby/tYx2T0eXVFVTG/M/\n28+/v8zlqokD+P5pGQyIVoBxLFMdMfxpzih+/MZWAJbureT37+/id5eM6NZOpIRwG49ePZbLx6Xy\ni7e3+6fTXLavktmPLud3l4xgzjh1R4mIiIiIiIiISN+mIEqkh1mZU8WfPtzNjpKGw8aTImzcdbqD\nqyYOOKEAyev18cDrW8ipaAIgyGzkyRsmHFcXVX+1Yn8Vv1u0k/2HnrOvTMmI5mezhzJ2YFSXXHdU\naiQPzx3DLy4YxmvrCnlpTaF/KsY2t5cXVh/g5bWFXDI6mbtOdzAkMaxL6ugLrhifSkFVM499kQPA\nC6sPkJUQxg1TBnV7LacPjuOTB2byt0/28vyqAnw+aGpz86M3tvL53gr+eNlIIkK6fupAERERERER\nERGRQFAQJdJDlNS18tCiXXy0s/yw8cgQC/eckcn1UwadVAfTY1/ksGR3hX/7L98bxcjUY68l1V8V\n1bTwh8W7+HjnwcPG02Pt/PLCYZw5NL5buldiQ4O458ws7jzdwcc7y3niy1x/MOnx+vzrSJ09LJ77\nzx5Mdop+nt/mwXMGU1DdzPuH1vX6/aKdDE8KZ/ygrgkSj8UeZOY3F4/golHJ/PiNreRXNQOweFsZ\nmw7U8vDcMUx1xHR7XSIiIiIiIiIiIl1NQZRIgDldHp5ensdjX+TgdHn94zaLkVunp3PXLAfhtpPr\nlliTV82jS/b5t++YmcFlY1NOuea+xu3x8tzKAh7+dB+tLo9/3G41ce9ZWdwyPY0gc/dPY2gxGblo\nVDIXjkxiRU4V/1qay6rcav/+JbsrWLK7gvOzE3ngnMEMTlCH1DcZjQb+duVoCqqb2VHSgMvjY97L\nG1l07wziw2wBqWn8oCjev3cGf1i8i1fXFQFQVu/kuqfX8KNzh/CD0x1at01ERERERERERPoUBVEi\nAbQyp4r/emc7BdUth43PGZdV/ExhAAAgAElEQVTCT88bSmLEyX9YXtXUxn2vbsbr69ienB7NT88b\ncirl9knbi+v5+dvb2Fl6+FSI3xuXys9mDyE+PDCBxTcZDAZOy4rjtKw4NhfW8sSXuYd1bX24o5yP\ndpZzyehkfnhWFhmdsHZVX2GzmPjXdeO5+LEV1LW4ONjQxj2vbObl2ydjMRkDUpM9yMyf5ozi9MHx\n/L+3t1Hb4sLrg//5eC+bC2v5+5VjNFWfiIiIiIiIiIj0GYH5FE6kn2twuvj5W9u47um1h4VQw5PC\nefOuqTw8d8wphVBfrQtV0dgGQIzdyvxrxmIO0AfvPVFzm5uH3t/Fpf9ccVgINTQxjLd+MI2/zx3d\nI0Ko/zR2YBT/vmECH98/k/OzE/3jPh+8t6WUcx5Zxs/e3EbFobWlBAZEhzD/6rF8Naviuvwa/vTB\nnsAWBczOTuSj+2cyKT3aP7ZkdwUXP7aCnaX1AaxMRERERERERESk8+hTaZFu9tnug5z78DJeW1/k\nHwu3mXno0hEsuncGE9Kij3Hv4/PEslyW76/ybz981RgSemCoEiirc6s579FlPLMi398xFmQ28tPZ\nQ1h074yArCF0ooYkhvGv68fz/r0zOHNovH/c4/Xx+oYiZv1tKf+7ZD8t7e4AVtlzzBwcx4/P/boj\n8NmV+Xz8H+uxBUJCuI2Xb5/MHTMz/GOFNS1871+r+GhHWQArExERERERERER6RwKokS6SVObmx+/\nsZXbFmyg/BvdKrNHJLLkR6dzw9Q0TJ2wNsz24noe/uTrdaHmzXJw+uC4Uz5vX+B0efjdop1c89Qa\nimtb/eMzMmP55IGZzJuVGbDp2k5WdkoEz948kbfnTWNGZqx/vKXdwyNL9nHG35by5sZivF8lbv3Y\nvFkOzh2e4N/+2VvbKKtvPcY9uofFZOQXFwzjX9eNIzSoY8Zcp8vLXS9t4vGlOfh8+tmJiIiIiIiI\niEjv1bs+cRXppbYU1XHh/OW8ubHYPxZjt/L4deN44obxxId1TreS0+XhgYVbcB8KHcYPiuLBcwZ3\nyrl7uy1FdVwwfznPrSzwj0UEW/j7laN58bZJDIqxB664TjBuYBQv3T6ZF26dxNDEMP/4wYY2fvzG\nVi76xwrW5dcEsMLAMxgM/PWKUSQfmvayrsXF/a9twdNDQrrzRybx3j3TSYsJ8Y/99aO9/OTNbbS7\nvQGsTERERERERERE5OQpiBLpQh6vj8eX5nDFv1Zx4BtrQV08OplPHzydC0Ymder1/vbxXnIqmgAI\nsZp4eO7ofr8ulMvj5eFP9vK9f60ir7LZPz5rSByfPDCT741PxWA49U60nmLm4DgW33caf54zkriw\nIP/4rrIG5v57NT9auJWqprYAVhhYkSFWHr16LF81H67Nr+HxL3ICW9Q3OOJCeWfedCZ/Y92oNzcW\nc9Oz62h0ugJYmYiIiIiIiIiIyMnp359Qi3ShmuZ2bnp2HX/9aK+/Qyk0yMwjV43mH9eMJdpu7dTr\nrcmr5pmV+f7t/7pwWK/v8jlVRTUtXPnEauZ/nuPverFbTfxpzkieu3lin103y2Q0cPWkgSz98Szu\nOzMTm+XrP/VvbSrmzL8t5cU1B3pMJ1B3m5QezX1nZfm3H/1sPxsKek63WJTdyou3TebK8an+sdV5\n1Vz71Fqq+3GIKCIiIiIiIiIivZOCKJEusLWojov/sYIVOVX+sbEDI/ngvtO4fGzqMe55cpoPrT/1\n1VIypw+O49pJAzv9Or3Jh9vLuGD+crYU1fnHJqVH89H9M7lm0sA+1QV1NPYgMw+eO4TPfzSL87MT\n/eMNTje/encHlz++km3Fdcc4Q991zxmZTErr6DryeH386I2ttLS7A1zV16xmI3+9YhQ/OW+If2x7\nST1XPrGakrrAr2slIiIiIiIiIiJyvBREiXSy19YVHvFh8d1nOFh451QGfmPtl8708Kf7KK7tuF5E\nsIW/fG9Uvwhavo3T5eGX727nBy9votHZESyYjQZ+fv5QXvv+FAZEd83PoCdLjgzmX9eP5/lbJjLo\nG6/BbcX1XPbPlfz34l20tnsCWGH3M5uMPHr1GMJsZgAOVLfw14/2BriqwxkMBu4+I5M/zRnpn0ow\nr6qZ7z2+itzKpsAWJyIiIiIiIiIicpwURIl0EpfHyy/f3c7P395Ou8cLQJjNzDM3TeAn5w3F0kVr\nNW0vrue5b0zJ9+uLhpMY0TennPsuuZVNXPbPlby0ptA/lhoVzMK7pnLX6Q6Mxv4Zzn1l1pB4Pr5/\nJvefnYXV3PF69PrgqeX5nP+/y1iX33Omp+sOyZHB/Pqi4f7t51cVsCavOoAVfbtrJg3kn9eOw3ro\nb0h5g5NrnlxDnsIoERERERERERHpBRREiXSCBqeLW59ff1gAMjQxjEX3zOCsYQlddl23x8vP397G\nV0v9TM+MYc64lC67Xk/2yc5yLn1sJXvKG/1j52cnsvi+0xg3MCqAlfUsNouJ+88ezKcPzGRGZqx/\nvKC6hbn/Xs1v3ttBc1vPmaKuq10xPpUzh8b7t3/65rYeNUXfV84fmcTzt0wkxGoCoKKxjasVRomI\niIiIiIiISC+gIErkFBXVtHDFv1axfP/X60FdPDqZd+ZNJy3W3qXXfn5VATtLGwAIMhv578tG9rsp\n+bxeHw9/spc7XtxI06EAxWo28tBl2Tx+3Tgigi0BrrBnGhRj58XbJvHnOSMJCzL7xxesPsB5jy5j\nVW7VMe7ddxgMBv54+Uj/FH2FNS385cM9Aa7q203LjOW5mycSbPk6jLrmKYVRIiIiIiIiIiLSsymI\nEjkF24vrufzxlew7+PUHwT88K4v5V48h+FDnQlcpqWvl75/s82/fd1ZWlwdfPU19q4vbX9jA/M9z\n/GOpUcG8/YNp3DBlUL8L5U6UwWDg6kkD+eTBmZwxJM4/XlzbynVPr+VPH+ymzd33145KjLDx24tH\n+LcXrD7ApsLaAFZ0dJMzYnjulq/DqIMNbVz/9FpKv7EmnYiIiIiIiIiISE+iIErkJK3OrebqJ1dT\n1dQOgNVk5JGrRvPAOYO7JQD584d7aHV1hARDEsK4Y2ZGl1+zJ9l3sJFLH1vB53sq/GMzMmNZdM8M\nslMiAlhZ75MUEcyzN0/k4bmj/R1kPh/8e1kel/9zFTkVjd9xht5vzriUw6bo+693duA+tNZbTzMl\nI4Znv9EZVVrv5MZn11Hb3B7gykRERERERERERI6kIErkJCzZdZCbnltHc3tHEBQRbOGl2ydz+djU\nbrn++oIaFm0t9W///tIRWEz959d56d4K5jy+ioLqFv/YXac7WHDrJKLs1gBW1nsZDAbmjEvl0wdm\nclrW12tH7Spr4ML5K3hxdQE+ny9wBXYxg8HA7y4Zgc3S8Xu0u6yBBasPBLiqo5vqiOHJG8djMXWE\n3jkVTdzy/Pp+tb6XiIiIiIiIiIj0Dv3nk2uRTvLO5mLufGkj7e6Obon4sCAW3jmVSenR3XJ9r9fH\n7xft8m9fOCqJyRkx3XLtnuDFNQe49fn1/vWggi0mHrt2LD8/fygmo6biO1Xx4TYW3DKJX180HKu5\n419Em9vLr97byfdf2EBdS9/tuhkQHcJ9Z2X5tx/+ZC/l9c4AVnRsp2XF8fDcMXzVgLmlqI4fvLwJ\nVw/t5BIRERERERERkf5JQZTICXhzYzEPLtyKx9vRGTIwOoS3fjCNIYlh3VfDpmK2l9QDEGQ28v/O\nH9pt1w4kj9fHQ+/v4lfv7uDQ009yhI23503jolHJgS2ujzEaDdw6I53/u2c6QxK+fm0v2V3BhfNX\nsLWoLoDVda3bZ2SQFR8KQHO7h9+/vzPAFR3bxaOT+f0lX69vtWxfJb/9v519untNRERERERERER6\nFwVRIsfpnc3F/OTNrXz1+e6QhDDevGsqA6JDuq2GpjY3f/1or3/7zpkZpEZ13/UDpbnNzZ0vbuSZ\nFfn+sVGpEbx793SGJYUHsLK+bWhiOO/dM51bpqf5x0rqWrnyidW8sLpvTtVnNRt56LJs//YH28tZ\nsb8qgBV9txumph3WyfXy2kKeX1UQuIJERERERERERES+QUGUyHF4b0sJP1r4dQg1LCmc1+6YQny4\nrVvreHZFPlVNbQAkhtu4a5ajW68fCFVNbVz95BqW7D7oHztvRAKv3zG125///shmMfGbi0fwxPXj\nCQsyA9Du8fLr93Zy76ub/VMk9iVTMmKYMy7Fv/2Hxbv8XZA91QNnZ3HJ6K87Ax96fxdf7K0IYEUi\nIiIiIiIiIiIdFESJfIcPt5fxwOtb/NPBDU0M4+XbJxNlt3ZrHbXN7Ty1LM+//eC5gwmxmru1hu5W\nVNPClU+s9k9FCB1dYP+6bjzBVlMAK+t/Zmcn8v59MxiR/HUH2vvbyrjsnyvJr2oOYGVd42ezhxJy\n6DW2p7yRNzYUBbiiYzMYDPz1ilGMGRAJgNcH976ymZyKpgBXJiIiIiIiIiIi/V3f/hS7F3M4HAOB\nUbm5ue9/x3EpQHZubu7H3VNZ/7I6t5ofvvZ1CJUVH8pLt08muptDKIAnvsyl8VD3iSPOzpyxKd9x\nj95tb3kjNz67loMNHR1gRgM8dFk2100eFODKeiafz0dDq5vq5jZqmtupbm6ntrmdpjY3TW1uWto9\nNH/jttXlweP14fH68Pp8/u89Ph8mgwGLyYjZ1HFrMRkxGw3YLCaGJoazs7TBf92ciibO+NtS7jsz\nk8vHpRIbaiU0yIzBYAjgs3HqEsJt3DnTwSNL9gHwt0/2cdHoZEKDeu6/TZvFxJM3jueyx1ZSWu+k\nqc3NvJc38u7d0/t8aC0iIiIiIiIiIj2XPpnquU4HXnA4HJuB54ClQB7QDsQD44HLgauBnwEKojrZ\nrtIG7nhhA+0eLwAZsXZe+f4UYkODur2W8nrnYWu+/PjcIZhNfbehceOBGm59fgP1rS4ArCYj868Z\nw+zspABXFhg+n4/KpjZKalsprXNSVt9KSV0rpXUd2+UNTmqb23EHcPq4+Z/nMP/zHACCzEZiQ4OI\nDbWSFBFMSlQwKZHBpEZ1fJ8aFUJEsCVgtR6v789M59V1hZQ3OKlqauOJpbn8+LwhgS7rmOLDbDx1\n0wTmPL6KNreXfQeb+MXb23nkqjG9PhwUEREREREREZHeSUFUz/XVvGNjD30dzfzc3Nz53VBPv1JU\n08JNz63zdyDFhwWx4NZJxIV1fwgF8I/P99Pm7gjERqZEMDs7MSB1dIdl+yq548UNOF0djzc0yMyT\nN45nmiM2wJV1PafLQ15lM3lVTR23lU3kVTWTX9nsfy32Bm1uLyV1HWHZ1uL6bz0mMsRCZlwojrhQ\nHPF2HHGhZMaHkhoVgsnYMwKTEKuZn5w3hB+9sRWAp5bncc3kgaREBge4smMbkRzBQ5dl89M3twHw\n7pZSxqdFc8MUdROKiIiIiIiIiEj3UxDVezUDD+Tm5j4V6EL6mvpWFzc9t47Kxo4p4cJsZhbcOokB\n0SEBqae0rpWF31if5sfnDemznQ1f7Kngzhc3+rvQYuxWFtw6ieyUiE45v9vjpbndQ0u7mzaXF/eh\naencnkO3h6anMxsNR0xLZzEZsZqNhAaZsZpPvRuttrmdXWUN7CptYGdpPbvKGsitbMZzCl1NoUFm\nou1Wou1WYuxWouxWIoIt2K0mQoLMHbdWM/YgE0EWExajEaMRTIaOx2s0GDAZDXi8Hc+Fy+PF5fHh\n9nhxebw4XV6a2tw0Ot00tblocrrJq2pm+f6qE661rsXFhgO1bDhQe9h4sMXEsKQwRiRHkJ0Szojk\nCLISQgkyB2ZNsMvHpvDcqnx2lDTQ5vbyj8/28+fvjQpILSdi7oQBbCyo5fVDfzseWrSLsQMiO+13\nSURERERERERE5HgpiOrZDgBr6OiIiqVjWr59wEfAs7m5uQcDWFuf5PZ4ueeVTeRVNgNgNRt56sYJ\nDEsKD1hNTy7Lw+XpCCcmpkUxM6tvdgZ9uusg817e6H+sKZHBvHjbJDLiQr/1eI/XR2VjGyV1rVQ0\nOKlubu9YG6mpzf99TXM7ze1umts61kX6qqvsVAWZjYTZzITZLIQGmQmzmYkIthAXFkRcaBCx37wN\nCyIqxMKe8kY2HahlU2EtWwrrKK13ntA1Q4PMDIwOITkymJRIG8mRwf6vpAgb0XYrNktgwpo2t4df\nv7vTH3p85X+uGIXVbKS4tqM7qqS2leLaFkrqWv0db/+p1eVhU2Edmwrr/GMWk4HBCWGMHRjJxLRo\nxg+KIiUyuFsCWaPRwC/OH8a1T68F4I2Nxdx1uoO0WHuXX/tU/e7SEWwv6Qg52z1efvjaZt6/9zSC\nrYF5nYiIiIiIiIiISP+kIKpnK8jNzb060EX0J//9we7Dujv+fuVopmTEBKyeqqY2Xltf6N+++4zM\nPtkN9dGOMu55ZbN/jaMB0cG8cvsUwoMtbC6sJb+qmfyqZn+gUVrXSnm9M2BrIrW5vbQ1tVPV1N6p\n5zUYYGB0CI64UDJi7WTEhZIRZycjzk5caFCP/dkHmU38+XsjGZwYxh8W78J36Mfyxw928/RNE7h0\nTMphx3u9PsobnORUNJFbeeiropn9FU1UNbUdcX6Xx8fO0gZ2ljbw0pqO34fEcBvj06KYMCiKyekx\nDEsK67LnZ1pmLFMzYlidV43H62P+Z/t5+KoxXXKtzmSzmPjndeO4cP5yWto95FY28+cPd/O7S7MD\nXZqIiIiIiIiIiPQjCqJEDnltXSHPrSzwb993VhYXj04OXEHAcyvz/Z0jI5LDOX1wXEDr6Qrvbyvl\nnlc2Hzbm88Hlj6/skqDHbjUTYjVhs5gwGzumovvml9FgwOvz0e7umLrPfWh6OpfHS5u7Y2q6U5k+\n72isJiMXjU5izIBIsuLDGJwQSkxoYNYkOxkGg4HbZqSTEhnMD1/bTJvbS22Li2ueWssjc8dw4agk\n/7FGo8HfzTXzP17TFY3OjtCppJ6dpQ3sKK2nqKb1iOuVNzhZvK2MxdvKAIgNDWJGZgwzsuI4LSuW\nhHBbpz6+H507mCueWA3AO1tK+MEsB1kJYZ16ja6QHmvn1xcN5+dvbwdgweoDnDE0nllD4gNcmYiI\niIiIiIiI9BcKokSALUV1/Oq9Hf7t87MTuf+srABWBA1OFy+sOuDf7ivdUDXN7WwpqmVrUT3/+9n+\nbz2muPbI4OHbRNutJEfaSAy3EWMPIjq0Y22kmFAr0fYgokOshNnM2IM61kUKtphO+Tn0+Xw4XV62\nFdfx7pYS3t9aRmOb+5TOCdDu8fL2phLe3lTiH0uOsJGdEsGo1AiyUyIYmRLR48Op2dmJvHbHFG5f\nsIHq5nba3V7ufmUTlY3DuXl6+nfePz7MRvwQG2d8Iyipb3WxrbiODQW1bDxQy+bCWprbPYfdr6qp\njXe3lPLullIABieEMjMrjrOHJzBhUBRm06mt6zUhLZpZQ+JYurcSnw8eWbKPx68bf0rn7C5XTRzA\nZ3sq+HRXx2yuP3lzG58+MJPIEGuAKxMRERERERERkf5AQZT0e3Ut7dz98ib/2kTDk8L5+9zRGI2B\nDX1eWnPAH3BkxNk5b0RiQOs5GR6vjz3lDWwqrGNzYS2bC+vIr2o+7vtbzUbSY+z+6ekGRdtJ+mp9\npIjgbl3rxu3xsuFALZ/tPshnuyvIO8bjMBhgVEoEUxwxjB8YxYiUCNpcHopqWymqaaGotoXimlYK\nqpvJrWw66npJpfVOSuudfLLr6+XgUiKDmZAWxcS0aCamRZMVHxrw1+p/GjswirfnTeOW59b7n6ff\nLtpFfaub+8468UA1ItjCaVlxnJbV0T3l9njZU97IxgO1rCuoYVVOFbUtrsPus+9gE/sONvH0inyi\nQiycMTSec4cnMnNwLCHWk/vX96NzhrB0byUAH2wvZ//Bxl7RFWUwGPjznJFsLqyjqqmNysY2/nvx\nbv7nytGBLk1ERERERERERPoBBVHSr3m9Pn60cCsldR0dOGE2M/++YfxJf1DdWdweLy+u/rob6q7T\nHZh6WNjwbbxeH3vKG1mVW8WavGrW5tfQ6Dy+bqG4sCBmZsUxLCmMrIQwMmLtJEcGB/Rxt7k9LNtX\nxQfby/h8TwX1ra6jHpsRZ2e6I5bph9YTigixfMsxoUeMeb0+Supa2V/RyP5D4cn+ikb2ljfS5j4y\noCqpa6VkSyvvHer8CbeZmXAolJqRGcuI5PAeEUwNirHz1g+mceuC9WwurAM6uojqW1388sJhp1Sj\n2WQkO6WjS+ymaWl4vR1rSC3PqWTF/io2FNTS7vn6uattcfm7zYLMRk7LiuXi0cmcPSwBe9Dx/66P\nTI3g7GEJLNndEQw+8WUef5/bO8KcmNAg/jRnJN9/YQMAb2ws5tIxKczIig1wZSIiIiIiIiIi0tcp\niOrhHA5HCHA7cDkQC1gBE7AEeDg3N3dfAMvr9f69LI/P9lT4t/9+5WgGRIcEsKIOn+w6SFm9E4DY\nUCuXjgnsWlXHUlbfyud7KlixvyN8+s/OlOPx5U9mMSjG3gXVnTiXx8uKnCre31rGJ7vKjxqkBVtM\nnJYVy1nD4pk5OI6kiOCTup7RaGBAdAgDokM4c2iCf9zt8ZJT2cS24np2lNSzrbie3WUNR4RTDU43\nn++p4PM9FfwFiAqxMC0zltMyY5mRFUtqVOBez1F2Ky/fPpk7X9zI8v1VADy7Mp8Gp4s/zxl5ytPl\nfcVoNDAyNYKRqRHMm5VJa7uHtfnVLNl9kCW7KihvcPqPbXN7WbK7giW7Kwi2mDh7eAKXjE7m9MFx\nWM3fXc+8Mxz+IOq9LSU8eO5gUiJP7mff3c4ZnsCFI5NYvL1jXa1fvLOdj++f2a2dhSIiIiIiIiIi\n0v8oiOrZUoGPgJeAObm5ubUADodjMLAQ2O5wOO7Nzc198nhPuGPHDhwOx0kXlJube9L37Wm2FtXx\nt0/2+re/f1o65/aQ6e+eX1ng//7aSQMJMvecD4o9Xh9bimoPhR+V7C5rOObx8WFBTEiLYtzAKOxB\nZn63aKd/Krq4sCDeuHNqwEMon8/HpsJa3txYwoc7yqg7SpiWEB7EWcMSOGdYAlMdMdgsXfdzMZuM\nDE0MZ2hiOHMnDAA6QrLdZQ2sL6hlQ0EN6wtqqWpqO+x+tS0uFm8rY/G2jrAhI87OWUPjOWd4IuMH\nRXV7h1mI1czTN03g/te28OGOcgDe3FhMo9PFP64Zd1zhz4kKtpqYNSSeWUPieehSH9tL6vlk50E+\n3XWQvQcb/ce1ujws2lrKoq2lRARbuGBkInMnDGDMgMijTh84bmAUk9OjWZtfg9vr46llefz2khGd\n/hi6ym8uGc7y/ZU0ON0U1rTw6JJ9/L8LhgW6LOmj9J5DREREuoved4iIiPRsCqJ6rlagHpibm5tb\n/s0dubm5+xwOx0XAHuDfDoejLTc3d0EgiuytWts9PLBwCx5vx7pQ4wZG8tPZQwNcVYcdJfWsK6gB\nwGw0cN2UQQGuCJwuD8v3V/Hh9jK+2FtxzK6nGLuVKY4YpjlimJoRQ3qsHYPBQGldK3MeX+UPoaJC\nLLx8+2TSYgMXQpXVt/L2phLe2lh81DWfBkQHc9GoZC7ITiI7JfyE1zfqTBaTkVGpkYxKjeS2Gen4\nfD4OVLewrqCG1bnVLN9fdUQwlVfZTF5lPk8t71gr6cyhCZwzPJ7TsuJOaFq6UxFkNvGPa8byi3e2\ns3BDMQAf7zzIvJc38fh1XRNGfcVgMPifsx+fN4QD1c28v62MdzeXsL+iyX9cfauLV9cV8eq6IoYk\nhHHVxAFcPjaFKLv1iHPOOyOTtfnrAHhtfSH3nplJTGhQlz2GzhQfZuOXFw7np29tA+CZFfnMnTgA\nx7dMGykiIiIiIiIiItIZFET1ULm5ua87HI6Fubm5vqPsL3Y4HC8DdwCPOxyOz3Nzc4u+67zZ2dm8\n9NJLnV1ur/OXj/aQV9kRPNitJh69aiyWTpom7FQtWFXg//78/8/efYdHUa5tAL9ns+m990JCIIQA\nofcmgqBgARVBFCwcsSt6ju0czznq8bMLil0UsSCIqBSRovQeIKGEEpJAQnrvybb5/thkdpeE1K3h\n/l2Xl/POzsw+geww1/vs87z9ghHo4WSROJqST5tO5GL7mUJUN7Tcos7eTsDwHr6YGBeAMT390CvQ\nrVmypqJOiQVfH5ZapLk5yrHy/uHoFehu8p/jSgqVBltT87Em6TL2phVB08InLMTTCTf1D8b0/iHo\nH+Zp0eRTawRBQJSfK6L8XHHnkHCIonaNrr1pxdidVoTDmaUGrfzKapX4+dhl/HzsMhzlMlwXF4AZ\nA0JwXVyASau7AG2F15uz+sPT2R5f7MkEAGw/Y55klL5IX1c8OrEnHpkQg7P5VVifkov1ybnSOnEA\ncK6gCq9sTMUbm8/ihoQgzBkWjpHRvtLvwbhY7Vpcp3MrUa/U4JsDl7B4ci+zxG8MdwwJw9qjl3H4\noraq69WNqVhx3zBLh0XdEJ85iIiIyFz43EFERGTdmIiyYldLQunZCW0iygXAMwCeMnVM3cGetCKs\n0Ev2vDwjHhG+ll8XCgAqapVYn5IrjReMijLr+6s1IvZeKMavx3OwLbXgqsknf3dHXNc7QJt8ivWD\nWyuVNfVKNf62MgnnC7TVJ3KZgE/nDUa/ME+T/AxXk1dRh1WHsrDqSDaKqhqave7mKMf0/sGYNTgM\ngyO8ITNzCztjEAQBfYI90CfYAwvHRaNeqcaB9BJsTS3An2cKUKj3czeoNNh8Kh+bT+XD1cEOk+MD\nMWNACMbGtm+tpM7G9+KNfWAnk+HTXdrWF5ZIRjXF0vRn9fcpvXE0qwxrjmRj44k81CnVAACFWiO1\n7osLcseCUVG4dWAonOztsGh8DB5fdRwA8MOhS3h0YoxVtdBsjSAIeHlGPGYs2wtRBHaeK8JfZwsM\n1igjIiIiIiIiIiIyFiaibJt+E+NbwERUm2oaVHhu7QlpfH2fAGn9HWvwW0qOVMHSN8QDgyK8zPK+\nFwqrsPZoDn45fhkFlWixjTcAACAASURBVM2TNAAQ6euCG/sFY1pCEBJCPNuVqNFoRDyzJgWHMkul\nfe/cMQBjYv2MFntrRFHE/vQSfHvgEradKZBaMeobFeOLO4aEYWrfYDg72EYiob2c7O0wMU6bMNRo\nEnAipwLbUwuwNTVfSgwCQI1CjV+Tc/Frci68XOxxa2Io7hgShr4hxk8WCoKA56b2BgCLJ6OayGQC\nhkb5YGiUD16eEY8NKXlYfSQLKZcrpGPO5lfh+XUn8eYfZzFnWATmDItAsKcT8irqUVytwKYTeZg5\nKMzssXdWQqgn7hoagVWHswAAr248g9E9/WwmmUZERERERERERLaDiSgrFBMT8wWAuwD8DmBOenq6\n5iqHVuhtR8XExLimp6e3vNANAQDe3XoeuRXa9nDeLvb4v5n9rart2pokXXfF2UPDTRpbZb0S65Nz\nsfboZSRnl7d4TFPy6aZ+wegb0vH1kd744yw2ncyTxi9Mi8OtA0O7FHd7NKjUWJ+ciy/2ZBgkXJoE\nuDvirmERuHNIGMK8raMaztRkMgGJ4V5IDNeulZRWUIUNJ/KwMSXXYH2s8lolVuy/iBX7LyI+2AN3\nDgnDLYktr5XUWVdLRj2+6hg+mjsIcgu2yXR3ssfc4RGYOzwCqbmV+OHwJfx8NEeqkiqrVeLjnen4\nfHcGVHqJzRX7L+K2gaFWdT9py7NTemHjiVxU1auQWVyDVYeysGB0D0uHRURERERERERE3QwTUVYm\nJiYmAcCDjcM7AXwN4I+rHK68YuwBgImoq0jJLseK/ZnS+OUZ8fB3d7RgRIZO51bgVE4lAMBBLsMt\nA0yTsEnNrcS3By/h1+O6yXV9fm4OuDUxFLcODO1U8qnJmqRsfL47QxovGBWFv42L7nTc7VFRp8QP\nh7Lw9b5MgzZ0TUZE++CeEVGY0jfQatYEs5TYQHcsnuyOp6+PxencSmw4kYuNKXkGayWl5lXiPxtS\n8frvZzGlbyDmj4rCkEhvoyRbWkpGbTldgOfXncRbs/pbRWvE+BAPvHZrP/z9hjisOZKNbw5cxOUy\n7Z+P6orquhOXK3A8uxyDIrwtEGnn+Lo54slJsXht0xkAwLIdF3DHkHC4ttJqk4iIiIiIiIiIqKM4\n22R9nDt5rAigxMixdBtKtQbPrzuJprnjsbF+uDXR9JU5HfFT0mVpe1pCEDxd7I12bYVKg82n8vDt\ngUtIulTW7HV7OwGT4gJx++AwjO/t3+UkzeHMUrz0y0lpPDk+EP+aHm+yapH8inp8sScDPx7OQo3C\nMLnm4mCH2weH4Z4RkYgNdDfJ+9syQRCQEOqJhFBPPHdDHA5mlGBNUjY2n8qX2kQq1BpsPJGHjSfy\n0CfYA/NHRuKWxNAutzJsSkapNRp8sUebJF579DLcneR42YS/Lx3l6WyPheOicf+YHtiWWoCv92Ua\ntJtsMvPj/Vi1cARGxvhaIMrOmTciEl/tzURuY4vBr/dl4rHrYi0dFhERERERERERdSNMRFmfTGiT\nSvUAtgDY1sqxIXrbyenp6QpTBmbLVh64hDN52mojJ3sZ/ndrP6uZ5Aa0reR+Tc6RxrONtG5VaY0C\nKw9cxHcHL6G4uvmvR69AN8wZFoFbEkPhY6TWa9mltVj03VEo1dqsX1yQO5bMToSdCSpccsvr8Omu\ndPx4OBsKtWEHywB3RywYHYW7h0UaNanXnclkAkb19MOonn74b50SG1Jy8VNStsFaSWfyKvH8upN4\n/fczmD00HPeOjEK4T+fbGwqCgBdv7IPKOhVWN7am/HrfRXg62+Op63t1+WcyJjuZgKkJQZiaEITj\nWWX4eGc6tqUWGBwz54uDGN3TF89O6Y2BNlAd5WRvhyevj8VzP2sTx5/tzsC8EZHwcjFeK0YiIiIi\nIiIiIrq2MRFlZdLT04tjYmKOAHgyPT39YBuH99Pb/s6EYdm00hoFlm4/L42fmBSLCF/rWhdo9/li\nlNdqOy2GeTtjRHTXKiqySmrx5d4MrEnKRr3SMEEjb5xMv2dEJIb18DFqQq6qXokHvjmC0hpt0svP\nzQFfzh9i9FZfOeV1+HjHBfyUdLlZAio2wA0Lx0XjlsQQOMq7VrFzLfN0tse8EZGYNyKysZ3jRfxy\nPEf6faqsV+GLPZlYvjcTN/UPwUPjopEQ6tmp9xIEAa/P7IfqBpW0ptiS7WnwcLLH/WOsc82igRHe\n+OLeITibX4mpS/YYvLbvQgn2XdiPyfGBeGZKL8QFeVgoyvaZNSgMn+3OQEZRDarqVfh8dwb+MTXO\n0mEREREREREREVE3wUSUdXoLwD9jYmJmpKeni60cd3vj/88B+Mj0Ydmm97adQ2W9CgAQ5euCB8eY\ndp2iztiQkitt3zwgpNPr45y8XIHPdqfj95N5uGIJGwR5OGHu8AjcNSwcAe5OXQm3RRqNiMVrUnC+\noBoA4GAnw2f3DEaYt/GSfoWV9Vj6ZxrWJGVLFVdNEsO98MSknpjYO8Cqqt26g/gQD/zfzP54fmof\n/HQ0G98evIRLJbUAAI2o/f3dkJKLsbF+eGhcDEb39O3w34GdTMD7sxNR1aDC7vNFAIBXNqbC390R\nMwaEtHG25cQFeeCNmf3w/LqTzV7bllqA7WcKcPOAEDw7pXeXKsdMSW4nw+LJvfDYD8cBAN8euIRF\nE2Lg4cRKQiIiIiIiIiIi6jomoqxQenr6zzExMbMBvAbgpZaOiYmJeRjASAAFAKanp6c3mDFEm3E2\nvxI/HMqSxi/dFA8HedfWPzK2WoXKoL1XZybdU7LLsWT7eew4V9TstfhgDzw0Pho39gvu8tpPrfl0\nt2Gbsjdm9cPgSB+jXLuyXonPdqVj+d7MZhVegyO98eSkWIyN9WMCysQ8Xezx4Nho3D+6B3adL8Ly\nvZnYe6FYen1PWjH2pBUjIdQDj02MxQ19Azv0d+Igl+HTeYNw7/LD0lpmz6xJQZCnE4ZGGed3yRSm\nDwjBKxtTUdu4Plm4jzOyS+sAAKII/Jaci82n8vHgmB54ZGJPuBm5QtAYbkwIRoz/eaQX1aCqQYVv\nD1zCoxN7WjosIiIiIiIiIiLqBqxrRp703Qugf0xMzA8xMTHSyvExMTFeMTExrwJYBmAfgKHp6ekX\nLBWktfvfpjNSZdCYnn64vk+AZQNqwV9nC1Gn1E5g9wxwQ1yQe7vPPXG5HPevOIJbPtrXLAk1NtYP\n3z4wDJueGINbEkNNmoTad6EY72w5J43vH90DMweFdfm6DSo1vtyTgfFv7cBHO9INklBDo7zx3QPD\nsXbRSIzr5c8klBnJZAImxgXguweHY+PjYzBjQAj0i/hO5VRi0XdHcdMHe7H1dD5EsbXCTkMuDnIs\nnz8UMf6uAACFWoOFK5OQXlRt7B/DaNwc5ZjeP1gaj+nph01PjMGkON39RqHS4OOd6Zjw9k6sPpIF\n9ZUlixYmkwlYND5GGn+1NxN1jYk1IiIiIiIiIiKirmAiykqlp6fXp6enzwCwAcAnMTExJ2NiYs4A\nOAqgN4CZ6enpY9LT07MtGqgVO5Begj1p2moNmQD8a3q8VSYr9Nvyzegf0q4YT+VU4MFvjuDmZfvw\n19lCab8gaCuqNj4+Bt8+MBxjY02foMmrqMMTq45LCb+hUd544caurS8jiiLWp+Tiund24bVNZ1DW\nuH4WoK3w+ub+YVjz0EiMYRWUxSWEeuLDOQOx89mJuHdkJBz1Kg5T8yrxt2+PYsayvdieWtDuhJSn\niz1W3DcMfm4OAIDyWiXu+/oIiqutt/Bz9tBwaXt9ci56+Lli+YKhWLtoJAaE6dbOKq5uwHM/n8SM\nD/fiyMVSS4R6VbckhiLEU9u2s6RGgTVJ/OeFiIiIiIiIiIi6zvr6A5GB9PT0VQBWWToOWyOKIt7Z\nqqvQuX1wGHp3oNLIXGoVKoNKphkDgls5GsgurcU7W8/ht+Rcg/2CoE1iPTGpJ3oGmO/nVKg0eOT7\nYyipUQAA/Nwc8dHcQV2qvjqVU4FXNqTi8BWT9OE+znh2Sm/M6N/5NbTIdCJ8XfDKLQl4YlIsPt+d\ngZUHLkoVbKdyKvHgyiQMCPPE89P6YGSMb5vXC/dxwfL5Q3HX5wdRp1Qjq7QWD36ThFULR8DZwc7E\nP03HDYrwRoy/K9KLalCjUGP7mULcPCAEQ6J88Msjo/FbSg7e3HwO+ZX1ALRJujs+PYDZQ8Lx/LQ4\neLs6WPgn0LZG/Nu4aPxnQyoA4Kt9mbhnRCQ/b0RERERERERE1CWsiKJuaef5IhxtXGPG3k7AE5Ni\n2zjDMvakFUOh0k7W9w50R7S/W4vHVdQq8frvZzDp3V0GSShBAKb3D8bWp8bhgzkDzZqEAoD/23wG\nx7PKAQB2MgEfzR2IAA+nTl2rpLoBL6w7iRnL9hokoXxcHfDvGfH4c/EE3JIYyklxK+fn5ogXb+yD\nPf+4Dg+O6WFQIZVyuQJzvjiIB1YcwfmCqjavNSDcCx/MGSi1/UvOLsc/fj7RoVZ/5iIIAm5NDJXG\n6/U+pzKZgNsGhuGvZ8fjyUmxcLLX/ZmsTsrGpPd24aekbKv4uWYPjYCHk/Y7KpdKarErrfm6c0RE\nRERERERERB3BRBR1O6Io4l29aqg5wyIQ5u1iwYiubntqgbQ9OT6w2esKlQZf7snAuLd34PPdGVCo\ndWskTYkPxJanxmHZ3EGIDTR/tddfZwvw9b6L0vj5qXEYHt12pcuV1BoRK/ZlYsI7O7HqcBaa5uLl\nMgELx/bAzr9PwH2je8BBztuVLfF3d8Q/p8djz3MTcf8Vf39/ni3E1CW78fzPJ1DQWCF0NZPjA/Hv\nGX2l8YaUXHy2O8NkcXfFjAEh0vau84Wo0GspCWjXv3p6ci/8+cwETNH7vJfWKPD3tScw+/ODyLDw\nWljODnYGbQa/2X/RcsEQEREREREREVG3wJld6nZ2nivCqZxKAICTvQyPTexp4YhaptaIBus7XX9F\nImr3+SJMXbIbr206g4o63YR2YrgX1jw0Ep/fOwS9LJCAAoDCyno8+9MJaXx9nwA8OLZHh69zOrcC\nMz/eh/9sSEVVvUraP76XP/54ahxeuikeHk72RomZLCPA3Qkvz4jHjmcnYNagMDQt6aURgR+PZGP8\n2zvwwZ9pqFeqr3qN+aOiMG9EhDR+84+z2KH32bEWUX6u6N+4HpRSLeKP03ktHhfq5YzP7x2CL+4d\nIq3JBACHM0sxbekefLknA2qN5aqj5o2IlP6edp4rwsXiGovFQkREREREREREto+JKOp2PtmZLm3P\nHRbZ6VZxppacXSatreTv7oj+odoJ7JzyOiz69iju/eowMvQmgCN9XfDR3EH45ZFRGNbDxyIxA4BG\nI2LxmhSUNsYe6OGIt24fAEFof8u8WoUKr/9+Bjcv24eUyxXS/khfFyyfPwQr7huKngEttykk2xTq\n5Yx37xyATY+Pxbhe/tL+eqUG7207jynv78a21IKrtqd7eXpfDIvS/t6LIvDEj8eRbuHqoZbcrFcV\ndeVableaHB+IbYvH46Fx0bBr7D/YoNLgtU1nMPuzAxarjor0dcXE3gHS+NuDlywSBxERERERERER\ndQ9MRFG3cvRSmbS+kFwmdKpKx1y2peoqOibFBUCp0WDZX2mY9O5O/HE6X3rN3VGOf97UB9ueHo+b\n+gd3KOFjCl/sycDeC8UAtGtUvX9nInxcHdp9/o5zhZj83m58vltX9eFgJ8Piyb2w9elxmNQn0OI/\nI5lOfIgHVt4/DN8+MAx9gj2k/VmltVi4Mgn3rTiCzBYqcBzkMnw8b5BUQVRVr8LClUmorFc2O9aS\npvcPkaqJDmSUoKiqodXjXR3leOHGPtjw2BjE6/15JF0qw7Sle7B8byY0FqiOumdkpLT96/EcKPXa\nghIREREREREREXUEE1HUrXy6S1cNdUtiKEK8nC0YTet2ny+Str1cHHDTB3vxztbzqFfqJnxnDgrF\nn8+Ox4Njo61ijaSTlyvw9hbd+lsPj4/BqJ5+7Tq3sl6JZ39KwX1fH0FOeZ20f0S0D/54aiyemBQL\nR7md0WMm6zQ21h8bHx+D125NgJeLrv3iznNFmPL+Lry95Wyzdn1+bo74/N4hcLLXfhYyimrwzJqU\nq1ZRWUKQpxOG6lVu/XmmoI0ztOJDPPDro6Px5KRYyPWqo17dmIr5Xx9GYRtraRnbuFh/BDVWk5bU\nKLDzXFEbZxAREREREREREbXM8jPbREaSXlSNbam6Sd9F46MtGE3rSqobkJpXKY0/3ZWOC4W6Nlx9\ngj2wdtFIvHdnIgLcraO1YL1SjcVrkqFqrM5IDPfC05N7tevc3eeLcMP7u7H26GVpn5eLPd6+vT9W\nLRyBaH+24bsW2ckEzBsRiR3PTMDdwyOkSiKlWsRHO9IxbekeHEgvMTgnIdQTb90+QBpvSy3A8r2Z\n5gy7TVP01nvTvye1xUEuw9OTe+G3x0YjLki3/tuetGJMW7rHrOti2ckEzBwUKo3XHs0223sTERER\nEREREVH3wkQUdRvf6a1jMikuALGB7q0cbVn7r5hcb+LqYIf/zIjHhsdGY0iU5daBasmS7WlIa0yW\nuTjYYeldibC3a/0WUtOgwku/nMS9Xx1GXoWuouPmASH4c/F43DEknG34CN6uDvjfbf2w4bExGBTh\nJe3PLK7BnC8O4vmfT6CiVteC7+YBIbhvdJQ0fmPzWRzLKjNnyK2arJeI2nOhGDUNqg6d3zfEE+sf\nG4OHJ8RIybmSGgXuW3EEr2xIRYNK3foFjGTW4DBp+6+zhdK6cERERERERERERB3BRBR1C7UKlUG1\nzQK9SWprU1WvxOOrjjfbP6G3P7YuHo8Fo3tA3kaCx9yOZ5Xh8926tocvTItDpK9rq+ccvVSKqUt3\n4/tDWdI+H1cHfHL3IHwwZyB83RxNFi/ZpoRQT6xdNAqv39YP7k5yaf+PR7Ix6b1d+P1knrTvhWl9\nMCBcm7RSaUQ89v0xlFlJoiTS1xW9GxPhCpUGe9I63tbOQS7Dc1Pj8P0DwxHgrvusfLUvE7d9tB+X\nSpqvo2VsMf5uGNiYGFSqRWw8kWvy9yQiIiIiIiIiou7Huma7iTppfXIuquq1VQc9/FwxOqZ96xaZ\n2+HMUkxbuqfZ/iWzE/H1gqEItcI1reqVajz7UwoaO/JhVIwv7h4eedXj1RoRy/5Kw52fHUR2qW4t\nqBv6BmLr0+MwrV+wqUMmGyaTCZg7PALbF4/H1L5B0v7i6gY88v0xPLHqOMprFXCQy7BszkB4NCas\ncivq8cxPKdBorGO9KP2qqK0daM93pVE9/fDHU+MwKS5A2peaV4kZH+41S6u+mQN17fn0E4FERERE\nRERERETtxUQU2TxRFLHygK4t393DIyCTWVe7N4VKgzf/OIvZnx/A5bI6g9cOvTgJtw4MtdoWde9t\nO4/0Im31hauDHd6c1f+qf775FfW4+8uDeGfreagbEwIeTnIsmZ2IT+cNhh+roKidAj2c8Ok9g/Hp\nvMEGFUHrU3Jxw5Ld2HW+COE+Lnj3zkTptb/OFuLLvRmWCLcZ/UTUX2cLpc9DZ/i4OuDL+UPw35v7\nwqGxWrKyXoX7vzmCJdvPmzT5dkNCkNQe8HBmKYqrG0z2XkRERERERERE1D0xEUU271ROJVLzKgEA\nTvYy3DE43MIRGUovqsZtH+/DJzvTIV4xXzy+lz8CPZwsE1g7JGeX44s9uon9l26KR7iPS4vHbkst\nwNSlu3Ewo1TaNzTKG5ufGmfViTayblMTgrBt8XjcobdeUUFlA+Z/dRgv/XISo3v6YuHYHtJrb285\nh9O5FZYI1UC/UE/4NybQymuVOJXTtZgEQcD8UVFYs2gkQjy19wxR1K7d9uDKJIM1tIwpwN0JQyO1\n69VpRGDr6c5XdxERERERERER0bWJiSiyeT8f060NNS0hGJ4u9haMxtBvyTmY8eFenM6tbPH1IZHe\nZo6o/VRqDV5cd1JKno3p6Yc5w5on+VRqDf63KRULVyahvHEyXCYAT06KxaqFI6yy3SDZFk9ne7x9\nxwB8fs9g+Lo6SPu/P5SFG5fuwdSEYAwI8wSgXcvo6dXJqFeqLRUuAG2LwTE9dS1C914oNsp1E8O9\nsOHxMRgV4yvt++tsIW75aC/Si6qN8h5Xmpqga5G4+RTb8xERERERERERUccwEUU2TanWYENKrjSe\nNSislaPNp16pxgvrTuLJH5NRq9BOiDvIZfjnTX3QK9BNOm6wFSeiVuy/KFWaOcpleP22fs2qmgqr\n6nH3l4fwxZ5MaV+wpxN+WDgCT0/uBbkdbzFkPFP6BmHL0+NwQ19d27uLJbW46/MDSAj1hJO99vft\nfEE13t5yzlJhSsbG6hJRe9KKjHZdXzdHrLx/GB4aHy3tu1hSi9s+2of96cZJeOnTT0QdSC9BZb1p\nqq+IiIiIiIiIiKh74iwx2bTd54tQUqMAAAR5OGGkXpWApWQW1+C2j/dj1eEsaV8PP1f8+sho3Dk0\nHGmF2qoFO5mAAeFelgqzVbnldXhv23lp/MSkWET4GrbkS7pYiukf7MWhTF0rvklxAfj9ibEYEW35\nvwfqnvzcHPHpvMF4944BcHOUA9BWQX1/KAv1So103PK9mdhnpCqkztKviDp6qQw1DSqjXVtuJ8ML\n0/rg47sHwdneDoB23ah7lx/GmqRso70PAIR4OaNfqLbiTKURsf9CiVGvT0RERERERERE3RsTUWTT\n1h3PkbZvGRgCO5ll1yHallqAGR/uxZk8XSu+GQNCsOHxMYgP8UByVrnU6q5PsDtcGyfSrc1/1p+W\nKrl6Bbph4Vhd5YUoilixLxN3fX4QhVUNAABBAJ6d0gtf3DsE3nqt04hMQRAEzBochk1PjEH/xpZ8\nLXlmTYrJ1k5qjwAPJ8QFuQPQJssO6yVtjeXGfsFY89BIBDSuR6XSiPjH2hN484+z0GjENs5uv3G9\ndEm1XeeNV91FRERERERERETdHxNRZLPqFGr8daZQGs8caLm2fKIo4sM/07BwZRKqG6seHOxkeO3W\nBHxwV6JUuXEsq0w6Z3CEdbbl25ZagK2pBdL49dv6wUGuvVUoVBr8Y+0J/GdDKlSNk9xeLvb45r5h\neOy6WMgsnAika0ukryvWLhqFB8f0aPH1/Mp6/HfjaTNHZUi/KmpPmmkqtPqFeeLXR0ejT7CHtO+T\nnel4cnUyFCpNK2e23/heAdL27vNFEEXjJbmIiIiIiIiIiKh7YyKKbNbutCLUKbVVOzH+rujdWHlg\nbjUNKjzy/TG8q9fKLszbGeseGYV5IyIN1lU6laOrlOofZn1t+eqVavx3g27i/q6h4RgS5QMAKK1R\nYN6Xh/DT0cvS6/3DPLHx8TEY18vf7LESAY1rr02Px1cLhsDbxb7Z6+uO5Vi0gme0XiLqyEXjV0Q1\nCfFyxk+LRuK6OF3CaENKLhauTEKtoustAQdGeMG9MaGeU16H9KLqLl+TiIiIiIiIiIiuDUxEkc3a\ncjpf2p6aEGSRGLJLazHrk/3YfEoXy8hoX6x/bAwSQpu3DNNv2dc31KPZ65a2fG8mLpfVAQC8Xezx\n/LQ4AEBaQRVu+WgvDutNpM8cFIo1D41EmLdLi9ciMqfr4gKx+clxGBzZvNJw/leHpUpFcxsU6Y2m\nXHRqXqVR14m6kpujHF/cOwTzRkRI+3adL8K8Lw+hvFbRpWvb28kMkmqmqu4iIiIiIiIiIqLuh4ko\nsklKtQbb9drHTe0bbPYYUrLLcdvH+3A2v0rat2BUFFY+MAw+LayTVFajQE65NsnjIJchxt/NbLG2\nR2FlPT7ecUEaL57cC14uDth5rhAzP96P7FJt7IIAPD8tDu/eMQBO9naWCpeomSBPJ6xaOAL3joxs\n9trUJbstEBHg6WyP3oHaak21RkRydrlJ389OJuDVWxLwxKRYad+xrHLM/uwgCirru3TtkTG+0nbS\nxbJWjiQiIiIiIiIiItJhIops0uHMUlTWaysLQr2ckWDm6qJtqQWY/fkBFFdrqwwc7GR4a1Z//Ofm\nvrC3a/ljlapXDdU70P2qx1nK21vOoUahbXXYK9ANc4ZF4MfDWbh/xRFUNVZxuDjY4dN5g7FofIxB\ny0Eia+Egl+GVWxLwzh0DDPZfLqvDom+PWmRtoyFRuiotU7bnayIIAhZP7oX/zIiX9p0rqMLtn+6X\nkuGdMbSxTSeg/Tm4ThQREREREREREbWHdc2EE7XTbr01X67vE2DWpMjKAxfx0LdJqFdqAABeLvb4\nfuFw3Dk0vNXzUnP12vKFWFdbvpOXK7D2mG7tp39Nj8eyHRfw/LqT0DTONYd4OmHtolG4oa9l2iAS\ndcTtg8Ow4bExBvv+OJ2PZ35KgVKtMWss+gkcc1YSLRjdA0tmJ0Iu094fs0vrcNfnBzqdjOod5C6t\nE1VY1YCs0lqjxUpERERERERERN0XE1Fkk3brrU8yrpe/Wd5TFEX83+9n8PJvp6XkTISPC9Y9PMpg\novlq9CuirCkRJYoiXtl4Gk3FDRN6++P3k3lYsj1NOiYh1AO/PjYa8VYUN1Fb+oV5YuPjhsmodcdy\nMP+rw6ioVZotDv11q45nlUFlxkTYrQND8dk9g+HQWIHZlWSUnUzAYIPqLrbnIyIiIiIiIiKitjER\nRTansKoeZxqTOvZ2AkZE+7ZxRtepNSKe//kkPtudIe1LDPfCukdGIbqdaz2lF1VL27GNa8ZYg+1n\nCg0mlLNLa7HqcLY0Hhvrhx//NhIB7k6WCI+oSxJCPfHCtDiDffvTS3DbJ/twsbjGLDGEejkjyEP7\n+alRqJFeZJ73bTKpTyA+vWeQUZJR+kn3o5eYiCIiIiIiIiIiorYxEUU2Z98FXTXUoAhvuDa2ijIV\nhUqDJ348jtVJuuTM5PhArFo4An5uju26hiiKyNCbfI72dzV6nJ2h1oh4Z8s5g336k+S3JoZg+fyh\ncDPxnzGRKT0wpgfiggyTvxlFNbjt4304nmX6ZIogCEgI9ZTGp3IqTP6eV7ouLrDFyqj8ivoOXWdA\nmJe0nZpr/p+D6sTHQQAAIABJREFUiIiIiIiIiIhsDxNRZHP26LXlGxvrZ9L3qlOo8bdvk7DpRJ60\n7/bBYfjk7kFwdrBr93WKqhpQ3aACALg7yuHfzgSWqa1PycG5gqoWX3toXDTeuzMRDnLeJsi2ye1k\nePXWhGb7y2qVmPvFIew8V2jyGBJCdW0tT1kogTMxLqBZMurerw6hvFbR7mvotxU9k19l9vW2iIiI\niIiIiIjI9nCGmWxOkl4buZExpktEVdUrMf/rw9h5rkjat2BUFN6a1R9yu459dNKvqIYSBMFocXaW\nQqXBe9vOt/jaSzf2wQs39oFMZvk4iYxhaJQPZg4Mbba/TqnGg98k4dfjOSZ9/4QQXUXU6ZzKVo40\nrYlxAfj0nkGQN362zxdUY8HXR1DTmChvi7erA0I8tW0GFSqNQctRIiIiIiIiIiKiljARRTalsKoe\nWaW1AAAHucygysCYahpUWPD1ERzOLJX2PX5dT/x7RnynkjMZxbrJ2vauKWVqq49kIbvUcI0YQQD+\nd1sCFo6LtlBURKbz/I1xcG+hzaRKI+Kp1clYvjfTZO+t35rvdG4FNBrRZO/VluviAvHunQPQlA9P\nzi7Hou+OokGlbtf5fUOtI6lGRERERERERES2gYkosinHLpVL2/1DPeEob397vPaqVahw34ojOHpJ\nV3n1wrQ4PDOld6crmTL1K6L8LL8+VJ1CjX/9dtpgn0wA3r1jAO4eHmmhqIhMK8DdCU9N7mWwL9BD\n1ybz1Y2peOuPsxBF4yeJAj0c4efmAACoUahxsaSmjTNM65bEULxyc19pvCetGItXp7QrQabfni81\nj4koIiIiIiIiIiJqHRNRZFOOXtJVKA2O8jb69esU2jZd+pVQL0+Px0PjY7p03ZxyXeVRhK9Ll65l\nDEv+bN6Sb9ncQZg5KMwC0RCZzz0jIhGl9xkcG+uPIZG6e8nHO9Px3w2pRk9GCYKAvnrt+awhgXPP\nyCg8fb0uMbfpZB7e3HK2zfN6BbpL2xlszUdERERERERERG1gIopsyrEsXUXU4AjjJqLqlWr87dsk\n7E8vkfa9dGMf3D+mR5evnauXiAr1cu7y9boip7wOn+3KMNi3fP4Q3Ngv2EIREZmPg1yG56bGSePf\nknPwv9v64fo+AdK+Ffsv4l+/nTJ6+7xegbq2nBcKrSOB88SknlgwKkoaf7YrA6sOZ7V6Tg+9qs7M\nYstWdhERERERERERkfVjIopshkYj4oxeFcGAcC+jXVul1uCxH45hT1qxtO8fU3sbba2knPJ6aTvY\ngomo4uoGjH7jL4N9y+YOxKQ+gRaKiMj8piYEYXBjFZRSLeKDv9LwybzBuEkvGfvdwSy8+MtJoyaj\negZYXyJKEAT8a3q8QSLun7+ewl69e+GV9BNR2WV1UKg0Jo2RiIiIiIiIiIhsGxNRZDOySmtRq1AD\nAHxdHRDg7tjGGe0jiiJe/OUktp8plPYtntwLj0zoaZTrN6jUKK5uAKBdhynQSHF3VFmNAnM+P2iw\nb2CEF6b3D7FIPESWIggCXrqpjzTedCIPp3IqsPSuRNySqPs8/HgkG39fewJqIyWj9BNR6UXWU0lk\nJxOw9K6B0tpPao2Ih78/irSCqhaPd7K3kyo71RoRWaW1ZouViIiIiIiIiIhsDxNRZDP0q6H6BHtA\nEASjXPedreewJumyNF40PgZPTIo1yrUBIL9CVw0V6OEEuZ35P3a1ChXu/+YI0q6owvj2geFmj4XI\nGgyK8DaogHpv23nI7WR4785EzNJbK+3nY5fxzJpkoySjYvx1iaiMomqjJbiMwdVRjuXzhyLIwwkA\nUFWvwsKVSaioU7Z4PNvzERERERERERFRezERRTYj1SAR5W6Ua67Yl4mPdqRL4zsGh+G5qb2Ncu0m\nOXrrQ4VYoC2fUq3BI98fw3G99bUA4Onre8HNUW72eIisxeIpvSBrzGfvSSvG4cxS2MkEvH17f9w1\nNFw67tfkXLz0y0mIYtcSR14uDvBzcwAANKg0BmvHWYMgTycsXzAELg52AICLJbVYvDq5xfaE4T4u\n0ra1/RxERERERERERGRdmIgim3E2X9cmqk+wR5evt+lEHv67MVUaT4oLwP/N7Ge0SqsmRVUN0nag\nh3nb8mk0Iv6x9gR2nisy2O/mKMeCUVFmjYXI2sT4u+G2gbrqp/e2nQMAyGQCXr+tH+YOj5Be+/FI\nNl7deKbLySj9qihrWSdKX98QT7x9+wBp/OfZQnz414VmxzVVTgFAfmV9s9eJiIiIiIiIiIiaMBFF\nNkO//VNsQNcqopKzy7F4TTKa5pQHRXhh2dxBJmmbV1ajkLZ9XB2Mfv2rEUUR//v9DH45ntPstTnD\nwuHpYm+2WIis1ZOTYiFvLIs6mFGK/ReKAWiTUa/dkoCZA0OlY7/al4n3t53v0vtF++ta2lnr2ko3\n9Q/G38ZFS+Mlf57HjrOFBscEe+oloiqYiCIiIiIiIiIioqtjIopsglojIqtEN2kb6efSytGtyy2v\nw8KVSWhQaQBoJ4aXzx8K58Z2VMZWWqtbY8XHxXyJqE93ZWD53sxm+2UCMJ/VUEQAgAhfF9wxRFcV\n9e6281LVk0wm4K3b+2NaQpD0+gd/XcCnu9KbXae9wrx1964cK25p948bemNktC8AQBSBJ388jmy9\nxFkgE1FERERERERERNROTESRTcivrIdCrU0c+bo6wMOpc9U8tQoVHvwmSWqX5+Vij6/mD4W3CSuV\n9CuiTPk++jaeyMWbf5xt8bVpCcEGk+FE17rHrouFQ2M15NFLZdifXiK9JreTYeldAzGht7+0743N\nZ7HqcFan3itUb524y2XWWREFaH/uZXMHIqQx4VRZr8KTPx6HqvE+bFARxdZ8RERERERERETUCiai\nyCZc0mvLF+nbuSSKRiPi6dXJSM2rBADIZQI+uXswovxc2ziza0przdua73hWGZ5ZkyKNYwPcDF6/\nf0wPk8dAZEtCvZxx51BdVdSVFU8Ochk+nTcYI6J9pH0v/XISf54p6Ph7eesSUTll1lsRBQC+bo5Y\ndvcg2DW2LjyWVY4P/kwDAPi76da7K65uaPF8IiIiIiIiIiIigIkoshEX9dryRfl2LnG09M80bDmt\nmzh+7dYEjIzx7XJsbTHnGlGXy2qbtR0c10tXyTEg3AuDIrxMGgORLXpoXIyUcNmTVoyTlysMXney\nt8OX84eiX6gnAEAjAo/+cAzHs8o69D76FVHW3JqvyaAIbyye3Esaf7jjAg6kl8DDWVeVWlWvgloj\nWiI8IiIiIiIiIiKyAfKunCwIwlIA7kaKxVyeFkWxou3DyJrkV+gmbPUrCtpr57lCfPBXmjR+YEwP\n3DUswiixtaVcb40oL2fTJaKq6pV4YEUSiqu1iS8vF3t8ce8QzPvykHTM/aOjIAiCyWIgslXhPi6Y\n3j8YvyXnAgA+2XUBH9892OAYN0c5vlowFDM/2Yfs0jrUKzV44Jsk/PzwKPRoZ2VloIcT5DIBKo2I\n4moF6hRqk61PZyyLxsdg34Vi7E8vgSgCT69OxuYnx8LdUY6qBhUA7f3Hy4xr4HUXfI4iIiIic+Fz\nBxEREVlSlxJRAOYC8GnzKOvyTwB8kLExhVW61k8BHk6tHNnc5bJaPLU6GWLjF/ZHxfjihWlxxgyv\nVXVKtbTt6miaCWe1RsTjq47jXEEVAMDeTsBn8wYjs6gGeRXa9Vt8XR0wLSHYJO9P1B0sGh8jJaI2\nn8pHRlE1ov0NW1v6uzvim/uGYdYn+1FWq0RpjQLzvzqMnx8eBX93x5Yua8BOJiDI0wmXG9vy5VbU\nIeaK97A2djIB789OxNQlu1FWq0R+ZT3+vf40PJztpURURR0TUZ3E5ygiIiIyFz53EBERkcUYozWf\nYEP/kY0ySES1Y7K3SYNKjUe/PyZVJQV6OOKDOQMhtzNfV8pahUraNlXlw9tbzmHnuSJp/MbM/hge\n7YtVh7OkfbcPCYODnN04ia6mT7AHJvbWtrIUReDz3RktHhft74Yv5w+FY+PnKau0Fg+uTEK9XtK5\nNfr3sJJqRStHWo9ADye8dfsAabw+JdegtWBFnbKl06h9LP1sxOcoIiKia4elnyX43EFERHSN6mpF\nFAAsBtCxRTIsQwCw1NJBUOcUVNZL24EdqIj636YzSGlc60UuE/DR3EHwc2t/IssYahW6yWkXe2N8\n5AxtPpmHT3elS+NHJsRg1uAw5JbXYce5Qmn/nKHmaUVIZMsentATOxqTuuuO5+AfU+NaXNttcKQ3\nPpwzEIu+OwqNCKRkl+O5n09gyezENttf6t+DiqsbWjnSukyOD8SsQWH4+djlZq9V1ataOIPaic9R\nREREZC587iAiIiKLMMas+BpRFHONcB2TEwThbUvHQJ2jXxEV6NG+RNKW0/lYeeCSNH5+WhyGRJm/\nE0GdXiLK2BVRFwqr8OxPKdJ4Ym9/PDulNwBg9ZFsaBrbEY7p6Yeodq5hQ3QtGxrljf5hnjhxuQIK\nlQarDmfh0Yk9Wzx2St8g/Gt6PP67IRUA8FtyLnoHueORCS0f38TXTb8iynYSUQDw8vR47L1QhIJK\nw7gVKo2FIuoW+BxFRERE5sLnDiIiIrKIrvbpEo0ShfnYWrwEQBRFlNfq2ld5t2MdksLKejz/8wlp\nPLVvEB4Y08Mk8bVGodJA1ZgNspMJsLczXoeBqnol/vbtUdQ0JroifFywZPZAyGQCNBoRa5KypWPn\nDGM1FFF7CIKABaOipPF3By9Bpb56kmXBqCiDz9fbW85h6+n8Vt/Dz013Dyu2kdZ8TTxd7PF/M/s1\n269o5c+IWmVrzyW2Fi8RERHp2Nq/47YWLxEREbWiq4koW+vba2vxEoAGlQZKtfYZ1MFOBif71quK\nNBoRz/yUgrLGdaGCPJzwxqx+bbbLMoU6pX5bPjujxSCKIp79KQUZRTUAACd7GT67ZzA8XewBAAcz\nSpBXoW1n6OPqgMnxgUZ5X6JrwU39g6VkUV5FPbamFlz1WEEQ8N+b+2J4D221pSgCT61Oxpm8yque\n46vX6q+kxrYqogDgurhAzBwUarCvopZrRHWSrT2X2Fq8REREpGNr/47bWrxERETUiq4moqJtpay7\nka3FSwAq63UTnO5ObXeTXLH/IvakFQMABAF4b/YAeLWjisoU9Csp5EashvpyTya2nNZNjr85qz/6\nBHtI43XHc6TtmweEwEHe1Y860bXDUW6HuXpVTiv2XWz1eAe5DJ/MG4xwH2cA2nXhFq5MMqjk1GfY\nms+2KqKavDw93mD87rZzForE5tnac4mtxUtEREQ6tvbvuK3FS0RERK3o0uy0KIpVxgqkPQRBGCYI\nQqf7q5k7XjKOqnqVtN1WIup8QRXe+OOsNP7buGiMivEzWWxt0e8lYKxqqJTscry1Rfcz3jc6Crck\n6qoT6hRqbD6ZJ41vG2hYuUBEbbt7RCTkMu1n9vDFUqTmXr3CCdBWHn5571C4Nq4Dd7msDk+vToZG\n07yjiKezvbStf3+zJV4uDpDp3dIKKhuQVsB/YjvK1p5LbC1eIiIi0rG1f8dtLV4iIiJqnUXLJARB\nWCAIwk5BEFIEQXi2Hac8CuCCIAgbBUFofTV46jYME1H2Vz1OrRHxj7UnoFBpq5D6hnjgmcm9TR5f\na0S9OWiZEfJQVfVKPL7quNSqcEC4F168sY/BMVtT86V1o6L9XNE/zLPrb0x0jQn0cMK0fsHSePWR\nrDbP6R3kjvdmJ0rjHeeK8PHOC82Oc3XUJdSrGmwzEQUAMweFGYz/+espiCJb+Vuzrn6hh4iIiKi9\n+NxBRERE+iyWiBIE4V8AlgMYC6AfgDcFQZja2jmiKM4HMAmAHYCjgiBcZ/JAyeLqFLp1lpwdrr4+\n1Nf7MpGcXQ4AsLcT8P7sRIu3pDOclO1aJkoURbz0yylkldYCANwd5fjwroGwtzP8GX/Ra8t328BQ\ni6yNRdQdzBkaLm3/cjwH9Xprvl3NDX2D8NC4aGn87rbz2NvYKrSJfmVnjQ0nojRXJJ0OZZZiw4m8\nqxxNpsAv9BAREZG58LmDiIiIusIis/SCIIQC+CeAplLrptms6JbP0BFFcacoitMALAHwiyAIbZ5D\ntk2l0a2zZH+VdZYuldTgna26NUoevy4WvQLdTR5bW/SnabtaEfXT0ctYn6Jrkf36zH6I8HUxOKa0\nRiGtjwUAt7ItH1GnjYj2RYSP9jNWWa/CltP57Trv7zf0xrAePgC0VZFP/HgceRV10utuehVR1Tba\nmg/QVqFe6c3NZ9uVsKOu4xd6iIiIyFz43EFERERdZalykXsAJAF4rHEsAMgH8HN7LyCK4r8BrII2\nIUXdmEpvstNO1vxXVhRFPP/zSdQrtQmruCB3LBofY7b4WqNfMdCVwqSMomr8+7fT0nj2kHDMGBDS\n7LhtqfnS5PCgCC+E+7g0O4aI2kcmE3DnEF37udVHstt1ntxOhmVzBsLPzRGANkH86PfHoFRr71Fu\nehVR1TZcEaVqIRGVU16HlQcumj2Waw2/0ENERETmwucOIiIiMgZLJaKmAPhFFMXvAAwAMAtAX1EU\nCzp4nf8AuEEQhLC2DiTbpVbrJjvlLZQV/XT0Mg5klADQVh29dXt/i7fkayLotePr7NIpKrUGz/yU\ngrrGKoOeAW74983xLR67+ZSuYuNGvfVtiKhzbh8cLlUz7k8vwaWSmnadF+DhhI/mDoRd48nHssrx\n4Z9pAABXB73WfAoVNC0kdGyB/r15eGMFGAB8+NcFlNUoLBHStYRf6CEiIiJz4XMHERERdZmlZuvj\nAZwGAFEUT4mi+IsoiuUdvYgoivkAzkFbHk7dlH5rvisTURW1Sry5+aw0Xjg2Gv3DvMwWW1v0E2IK\ntaaVI6/u8z0ZOJ6lW/tq6V2JcNGbyG5SUafEvgu6tnw39A3q1PsRkU6QpxMm9g6QxmuPXm73ucOj\nfbF4ci9pvGzHBRzOLIWdTIBD49puoggoNZ27N1ia/j1twago9PBzBQBU1auwtDHpRibDL/QQERGR\nufC5g4iIiLrMUokoXwClRrpWCQA+yHRj+sUCV7a3e3/7eZQ0fvM+xNMJT14fa8bI2uaol4hqUHZ8\nsvlsfiXe33ZeGj85KRZ9QzxbPPbPMwVQNlYo9A/zZFs+IiO5Q6893/qUXIgdKG9cND4GI6K11UIa\nEXjqx+OoqFVCrrfenUptmxVR+utbebs64PlpcdL4+0OXkFte19JpZBz8Qg8RERGZC587iIiIqMss\nlYhSA3Ay0rVY9tHN6VdBqfWyUqm5lQZrkfxrenyLlUKWZJCIUqk7NIGtUGmweHWKlFwaEObZ6tpX\n+m35pibwY0FkLBN6B8DdUXtvuVRSi5TLFe0+104m4P3ZifB0tgcA5FbU48VfTxrc15SdrJa0tMp6\npbTt5ijHlPhADI70BgAo1SI+2nHBUqFdC/iFHiIiIjIXPncQERFRl1kqEXUZwLCuXkQQhBgAvQHk\ndDkislr2Bu3ttEkZURTx7/WnpGqpMT39rDL5IreTSRPOGhFQdWAtmGV/pSE1rxKANqH17p2JkNu1\n/JGtV6qx+3yRNJ6WwPWhiIzFyd7O4P6yPjm3Q+cHezrjzVn9pPGmE3mo1KsmUtpqRVSD7mdwd5JD\nEAQ8fb2uFeGapGxcLqu1RGjXAn6hh4iIiMyFzx1ERETUZZZKRO0H8IQgCB5dvM57AMTG61E35aiX\nfFGqtJUDm07m4cjFMgDaiqn/3BwP4cq+fVbCsCqqfZUPZ/Iq8dHOdGn89xt6o2eA21WPP5BRIl27\nZ4CbtFYLERnHzYkh0vaGE7kG1ZntMTUhGHOGhbf4mspG14gyTERpK75G9/TFEIOqqPQWz6Uu4xd6\niIiIyFz43EFERERdZqlE1EoAoQC2CIIQ0dGTBUFwFgRhDYDpAA6KonjRyPGRFdGviFKqNVCoNHh7\nyzlp332jo9AzwN0SobWLo72dtF2vVLd5vFoj4oV1J6WJ7qFR3rh/dI9Wz9l5tlDantjbv5OREtHV\njIz2hZ+bIwCgqKoBBzNKOnyNf02PbzFJbItrRImiaLBGlKuj9j4nCAKenqyrivqJVVGmwi/0EBER\nkbnwuYOIiIi6zCKJKFEUtwPYCWA4gJOCILwgCEKbfYIFQXAQBOEBAMkAbm/c/bLJAiWrYG9nWFH0\n45EsXCrRTmx6OtvjsYmxlgqtXZz1ElE1ehUEV/P9oUtIztau/epgJ8P/zewHmezq1V6iKGLHOV1b\nvom9A7oQLRG1RG4nw/T+upaXG090rD0fALg4yPH27f1xZfGmpgNrx1mL8lql1GrUzVEOR7nuPjcq\nxhfDonwAaNuRfrX3oiVC7O74hR4iIiIyFz53EBERUZdZqiIKAOZCW+LtDuA1ABcFQTgiCMIXgiA8\nKwjCA4IgzBUE4VFBEF4VBGELgCIAnwOIhfabNG+IovinxX4CMgs3R7m0nV9Zj6Xb06TxoxNj4Oli\nb4mw2s3TWRdfRZ2y1WPzK+rx1h+6aq+HJ8S0We2VUVyDrFJtYs7VwQ5DGieAici49BNR21ILOtye\nDwCGRPk0q3AsrGrocmzmVlStiznA3dHgNUEQ8MjEGGn845EsVNS2fu+jjuEXeoiIiMhc+NxBRERE\nxiBv+xDTEEUxXxCEm6B9oPEGIAAY1Pjf1eh/j3y1KIovmS5CshYezrpf0yK9CdsQTyfcOzLKAhF1\nTEcSUf9ef0padyXa39VgMvdqdupVQ43u6QcHuSXzy0Td18AIb/i5OaC4WoHiagWSs8swOLLjid9n\np/TG8r2Z0vjFdSex9elxVrvOXUsKK3X3Yv8rElEAML6XP3oHuuNcQRVqFWr8cDgLD09o+35GHTIX\nwGEAYdB+oedVQRCOQzvZcw5AGYA6aJ+xgqBd22EEADdon6f4hR4iIiJqLz53EBERUZdYLBEFAKIo\nnhQEoR+ArwBMge4BBTBMOul/7bwBwAuiKC4xT5RkafqJHH2Lp/SGk17bO2ulH39l3dVb821PLcCW\n0wXS+PXb+hm0u7qa3ed1iagJbMtHZDJ2MgHX9wnEj0eyAQBbTxd0KhHl7GD4uU4rrMa6YzmYNbjN\nL5ZajcKqemk7wMOp2euCIODBsT3w97UnAABf78vEA2N6MFFuRPxCDxEREZkLnzuIiIioqyw+IySK\nYq4oilOh/YbNIWgfVq78WrgAoB7AdwASmYS6tjjK7eBkb/irGhvghtsGhloooo5pT0VUvVKNVzam\nSuPZQ8IxItq3zWsr1RocuVgqjcfG+nUhUiJqy5S+gdL2ltP5EDu5vpPXFS1F//f7GZTVKLoUmznp\ntxP0d2teEQUANyeGSG37CqsasCGl4+tqUetEUTwJoB+ArY279J+fBLT8TNUAYLEoinNNHyERERF1\nF3zuICIioq6weCKqiSiKP4qiOBLaUu/bATwL4F8AngAwGYC/KIr3iqJ4rpXLUDclXPE8+/ikWNjJ\nbKONlf4aVldLRC3fmymt8+TpbI/npsW169oncypQq1ADAEK9nBHu49LFaImoNaNi/ODaWNF0saQW\naYXVnbrOletLldYo8Mbms12Oz1zyK3QVUYEeLSeiHOV2mD8qShp/d+iSqcO6JvELPURERGQufO4g\nIiKizrJoa76WiKKYC2CdpeMg61KnVBuMb+oXbKFIOs7bxUHaLqluaPZ6fkU9PtpxQRovntwLPq4O\nzY5ryYH0Eml7ZEzbFVRE1DVO9naY0DsAm07mAQC2nylAr0D3Dl9HqdY027c6KRuzBodhWI+Ot/sz\nt0slNdJ2RCsJ8LuGhmPJ9vNQqkUczypHam4l4kM8zBHiNUcUxR8B/CgIQgi0azJEAXAGUAHgDIAD\noijWWi5CIiIi6i743EFEREQdZTUVUURXU91guK7STf2CbaYaCjCsFiioap6IevOPs1JVU+9Ad9w9\nPKLd1z6YoUtEtaeVHxF13cQ43Vps+mu0tZdaI6JeqUtEXd9H1+7vpV9OQqFqnqSyNpdKdfMKEb5X\nT0T5ujliWoLuiwM/HGZVlKk1flN5nSiK74mi+D9RFJeJovgnJ4OIiIjI2PjcQURERO3FRBRZvR8P\nZxmMh0Z5WyiSzgn0cJK2CyrrDV47eqkMvxzPkcb/vjkecrv2fSwVKg2SLpZJ4xHR1l9FQdQdjNNb\ni+3opTLUXJEsb0utQne8i4MdXrmlL1wa2/2lFVbjq32ZxgnURNQaEZdL66RxpK9rq8fP1Uuu/3o8\nt8N/XkREREREREREZNusKhElCIKXIAiPCIKwXhCEDEEQygVBKBAE4YAgCG8JgtDf0jGSeak1Ilbs\nv2iwr7haYZlgOinAXVcRVaRXESWKIl7blCqNpyUEYVSMH9rrVG6F1LIw3McZYd5cH4rIHAI8nBAX\npG3Hp1SLBpWJ7dFUAQkAro5yhHg5Y/HkXtK+ZX9dMLhXWJu8ijooGlsL+ro6wM2x9S6/w3v4IMZf\nm6yqblBh44lck8d4reJzFBEREZkLnzuIiIioI6wmESUIwjMAsgB8COAmaHsMewDwBzAMwDMAjguC\n8JMgCCz9uEZsPZ2Py2V1Bvvyr6gqsnYBV1REiaIIANhyugDHs8oBAA52Mrx4Y58OXbfpXAAYEsmP\nBJE5je/lL213tD2ffkWQa2Ml1PxRUegZ4AZAm6x5Z8s5I0RpGlkluk4rka205WsiCALmDNNVRelX\ngZLx8DmKiIiIzIXPHURERNRRFk9ECYLgIwjCDgBvAXAD0LT4j6j3n3Q4gJkAjgqCMNSsgZJFLN/b\nvEVVbnldC0daLw8nOZzstR+1WoUa1Q0qqNQavLXlrHTMvSMjEe7TsYqm5GxdImpghJdxgiWidhkb\nq0tE7Ukr7tC5NQ2GFVEAYG8nwz9v0iWj1xzNxqmcii5GaRrnC6qk7R5+bu065+bEEDQt7Xcos9Tm\n7uPWjM9RREREZC587iAiIqLOsmgiShAEBwC/ARh35UsAVADyAZTr7WsSCWCrIAjRJg+SLObE5XIk\nXSprtv84x8DHAAAgAElEQVRSiW2teyoIAoL0qqJyyuvw09HLyCiqAQC4O8rx6MSeHb7u8Szdn01i\nOBNRROY0JMpbSjBnFNcgpwOJlWqDiihdW7sJvQNwXVwAAEAUgf9uOC1VUFqTc3qJqD7B7u06J8Dd\nCaN7aluPiiKwPoXt+YyBz1FERERkLnzuICIioq6wdEXURwBGQ/eQshnAAwCiRVF0FEUxVBRFXwBe\nAK4H8DGAysZjPQGsEwTBCdQtfXvgkrQ9vX+w9G36nPI61CvVVznLOulXO53Lr8L7285L40UTYuDt\n6tCh6xVXN0gtCx3kMsQFeRgnUCJqFyd7O4OWmEcyS9t9bnmtbp07Txd7g9deuqkP5I03uyMXy7Dp\nZF4XIzW+M3m6RFRH7j23JoZK27+yPZ+x8DmKiIiIzIXPHURERNRpFktECYKQCOD+xuFuAHGiKN4k\niuLXoihe1D9WFMUqURT/EkXxMWh7Dy+FtuS7H4CnzBc1mUtVvRIbT+gmYB8Y08MgmXOxpMYSYXVa\nhF7sr25MRWFVAwAgwN0R942O6vD1kvXWh0oI8YCD3NI5ZaJrz7AeukTUoQ4kokpqdIko3yuS0DH+\nbpg/Kkoav7PlHJRqTeeDNDKNRjRozdc7qH0VUQBwQ0KQVEV2Nr8KaXrXoY7jcxQRERGZC587iIiI\nqKssOXu9ENpv0nwA4DpRFNPac5IoihWiKD4NYA60DzOPmS5EspTfknNR11j1FBfkjsRwL0T5ukqv\nXyy2rURUpK8uEVVcrZuEfur6XnDRa83VXimXdYmoxHDvrgVHRJ0yNEqvIupiBxJRevcAX7fm1ZBP\nXBcLDyftfeFiSS3WJGV3IUrjyi6rRa1Ce2/2c3OAv7tju891c5RjUlygNN6aWmD0+K4xfI4iIiIi\nc+FzBxEREXWJJRNREwHsFUXxKVEUO/x1b1EU1wB4HUAwF77sflYf0U28zh4aDkEQ0MNPl4hKL7Kt\nRJR+RVSTcB9n3DEkrFPXO5NXKW33D/PsdFxE1HkDI7xgb6ftTHKhsBol1Q3tOq+0Rnecj2vzRI6n\niz0enqBbN27p9jTUKayjHWlqru7e05FqqCZT+uolok7nGyWmaxifo4iIiMhc+NxBREREXWLJRFQP\n/D977x3mxmGde7+D3rGLur1hl1u47EWiKKpSsixZ1VEsx0VO5O+6XsfXvvF1EpfrOPF1ipNrJ3bi\nXMslli1btqrVGyWRIsVedpfbe0PvHVO+P2YwALjYXQCLLSTn9zwgBtgBMCCAmTPnPec9wI9X+Bz/\nBCAOYNvKN0dgo9A7G0DPbAAAO//o/h3sXJFWi4ZfZ9B+eVk6NRjUC+77/M2tkIpL+wnmzGipLj4Z\nLCAgsHIUUjG21lXwt09O+Ap63FLWfGk+cV0TLFy3kTOUwM+PTpS+oWXk7HSmG3NLbcUSa+bnpnYL\nPwPr/EwA84FY2bbtKkSIowQEBAQEBATWCiHuEBAQEBAQEFgR6ylEEQDGVvIEDMMEAQwBMJVliwQ2\nBE+dyQyxv7O7ChUqNlHbVaPj77+Y1RF0OdBgzO2IqtYr8MDO0rqhgvEUZv1s8lYqJtBi0izzCAEB\ngdWiFHu+5az5AEApE+MLt7bxt//9rREEoqkSt7J8nJnMiG07G4oXovRKKa5tMfK3Xxfs+VaCEEcJ\nCAgICAgIrBVC3CEgICAgICCwItZTiLIDsC671vKQAMJleB6BDQBFM3j+whx/O1us6ajSgmAL6THm\nCm8Yq6pC4BoAeO7cUl1yN1R2N1irRQuZZD1/xgICVze7GjMz2npmAgU9xhmK88vGPNZ8aT60p56f\nLxeMk/jxO6MlbmV5SJI0360KADsaSptPl23P98aAc8XbdRUjxFECAgICAgICa4UQdwgICAgICAis\niPXMYL8HYNdKnoAgCCmAdgADS6yjIwjihpW8jsDacWLcC2eInZ9i0shwnS1TOa+SSdDCzYmiGWDA\nfvl0Rf36+FTO7S21pc91yp4P1VnCjBYBAYHykT2jrXcuAIpmllyfYRjM+TNCVG2lctF1pWIRvnx7\nO3/7F0cn4I8mF11/temfDyJBsiMB6g1KmLWLi2hLcXO7hV8+PuZFkix6zIAAixBHCQgICAgICKwV\nQtwhICAgICAgsCLWU4j6PYBHuGCkVB4BEAPw5hLr7AVwaAWvIbCGPHc+0w1155ZqSC7pGuqqySR9\nLxd7vhRF42fvTuTcN+6OlPx8A3ZhPpSAwEbBqlPws5yiSQqjrqULPP3RFGIptptTI5dAp5Asuf4H\ntlSjjZuPF0lSC/Yla8nZqYwt34760rqhAKDeoEKDge30iqWonOcVKAohjhIQEBAQEBBYK4S4Q0BA\nQEBAQGBFrKcQ9SQAB4B/LuXBBEF0AvhbAF9lGGapcuqaUp5fYO1JUTRe6p3nb9+9beFHtzlrTtSF\n6cJssNabF3vm+ZlOaYadoUXWXp6xrER3m0UQogQE1putdZlZSReWsefL3hfUVChAEMQSawMiEYHP\n39LK3/7Zu+MIxddnVtSJrBlYO0qYD5XN/tbMaIB3R9wreq6rGCGOEhAQEBAQEFgrhLhDQEBAQEBA\nYEWsmxDFMAwD4GEAHycI4lvEctm4LLhW7VcB/I5hmJ8ts/rdK9hMgTXk+JgX/iibYK3RK7Arz/yR\nHfWZ5OepSe+Cv280GIbBf76zcKbrkKN0W+zsbqpmzqpQQEBg/ci25+uZ8S+5bq4QtbgtXzZ3balG\nU9asqF++N1nCVq4MmmZwbNTD396XZZtaCtdnCVFHBCGqJIQ4SkBAQEBAQGCtEOIOAQEBAQEBgZWy\ntCfQKkIQxE/ACmGTAL4G4IMEQRQytVwKYB8ABkAHQRBLtXVbAXRy6wpscF7vd/DLt2+ugki0MLbd\nWlcBiYgASTMYdUXgiyRRqZat5WYWxbFRD/rmFloIjrsjiKcoKKTiop4vmiThCLIztCQiAnVLzJcR\nEBBYG7KFqAuzS3dEzWUJUbUFClESsQifvbkVX/n9BQDATw6P4xPXNUElW7tD+MX5IHxcoYBJI0O7\ndWXdmNfZjCAIgGGA8zMBRJPkmr6fKwEhjiqOJEnDH01Cp5QWfewVuPpgGAY0A9AMA4pmwKSXGQYM\nDVAMAwJs16pYREBMEBCJAIlIBBGBZbtdBQQ2IiRFg6QZpCgaJMUgRdNIUQxIir0GABEBiAj2e09k\nLcslIihlYsjEIuH7f4UixB2lwzAMEiQNimagkomF34hA2aC4fTZFMyApBiTN7scZ7hdEEAABAARA\ngOBvEwTBxjEEAYmYgFQsglRMCN9NgRXBMAxSFIMESSFB0kiQNGhuhjbDAAyyl1kkXAwh4y5yiRji\nPLlggSuH9cz6PAAgnb0jwAYcnQU+lgD7vRWGWF4hMAyDNwYyQtStnZa86yllYmyu1eP8NNt1cHrS\nh4Nd1jXZxlL4z8OZbqiPXduId0fcGHNHQNEM+ueD2JGn62spJtxRfrneoFowQ0tAQGDt6cqyDB2y\nh8AwzKJB/Iyv+I4oALh/Ry2+//owZv0xeCNJPH5iGo9c31z6RhdJtn3edTbTik9SKtUytFk0GHKE\nQdEMLswEcG3LyrqsrkKEOKpAxlxhfPQnxzEXiPP37W6sRKtFg01WLTqqtNhUpYVJI1/HrRSgaAbh\nOIlALIVgPIVAjL0EudvRJIV4ikY8RSGeouCLJjEfiMMeiMMdToDeQGlLEQGIRQSb4BER/Im1XCqC\n4pJruUQEuVQMuUQEhVQMtUwMjVwKjUICrVwCtVwCjUICjVwCLXetlrPXwom6AMD+doLc78Wfvo4m\nEYyl4I+m+N9UJEkhmiARTVKIJilEkiRiSQoR7j6yDD8isYiASiqGUiaGWi5BhUoKo1oGg1oGo0YO\no1qGukol6g0q1BtU0ClWMm5IYI0R4o4S6J0N4FO/PM27IsglIlh1Clh1clTplWg2qtBi1sBm1qDZ\nrIZGLhRmXWnEUxSC8RSCMZK7TiEYJ/n4JhwnEUtRiCWpnOt4it1Xx1IU4kkKcZJGimSFpksFp3Ih\n4wQpqUTELbPigFRMQC7h9u0yMVQyCVTcfj59rZSKoZazf9PIJdApJdArpdAppdArpZBLhEKwjQjD\nMIgkKfgiSfiiSXgjSYQTJEJxEuE4iVCCu46nEE6Qmb8lSMRTnOCUyghP5SBd4KJVSKBTSHO+R3ql\nFBadHNV6Baw6Bar1SlTpFFDKFv9+pSga3kgyExNxv71Lf4sx7jwjQdI57y1FZd5XOg8iIgCVTMJ/\n57VyCcw6OaxaBar1CrRaNGg2qYWcbR7W8yjnBVCBjBBa7JmUcOZ1BTHsDGPaywZnGrkE1zQvnpDc\n3ViZEaKmNq4QNeoK461BFwC2EuWR65sRiqcwxlnrXZgJFC1ECbZ8AgIbD7NGjkqVFL4om+SZ9cdQ\nV6nKu272jLcmY+G/YalYhE/fZMPXn+kFAPz0yDge3te4ZoHNu1m2fPtbyyMY7Wyo5G1Kz0z5BCGq\neIQ4qkDeHHDmiFAAcGrSh1OTvpz7TBoZNlm16KzWobtWh+4aPVrMGiHZv0IomoE9GMe0NwpHMA5X\nKAFnKMFds7ddoQTfdXklQDMATTEAGCQARJIUgPK/P61cggq1FJUqGSpUMlSq0su51wa1DGYtKwII\nJ8QbH4ZhEE6QcIeT8IQTcIcTcGUtu0NJeCIJ/u/BOLnem8xD0QxCCTZxhVBi2fUrVFK0W7XYXKNH\nV40Ouxor0WRUCVX5GxMh7iiBf31zOMeaO0HSmPJGMeWNAvAtWN+qk8Nm1qDFrEarWYOuGj06q7XQ\nCqLthiFBUnAGE/BEsvbL4SQ8YXbf7Akn4Q6zfw/EUkiWKTm/FiQpGkkKYP8pLwqpiBcSMhcZjBoZ\njFyxgkkjg0kjh0kjh0Etg0wixCylEE2ScAYTcIUT7HUoDm8kCW80CV8kBS8nOvm420lqY31HKZrh\ni2bSjlDFopSKYdHJueKc9TnHkElE2Fqrx80dFtyzrQb1hvw5oquN9RSi0kfdeQC/A7D0YI3SMAB4\nBIDgX7bBee1iphvqhk2mJQ84uxsr8eiRcQDAyfGNOyfqsaw5Lgc7rWgyqbGlrgLPnJsDwApRxTLh\nyQhRxSSxBQQEVg+CINBm1eIEtz8acoQWF6KyxGSbpbjf8IO76vAvrw3BG0li1h/DK30O3LW1uvQN\nL5AESeXsa6+zmZZYu3B2NlTiNyenAQBnJlcjBLjiEeKoArlnWw1+cngc9mB8yfXc4STcYQ+OZgmv\nSqkYndVadNfqsblGh801emyyaoUT40ugaQbTvigG7SGMuiKY9kUx7WUvs/4Yb+slUF7SCf90Mddy\nEARgULGiVM5Fk1m26hSo0SuXrCwtBobJWBuSNMN334S56yRJg85Zh7WBS1E0eyE5iziS5rveGO55\n2efPb/Ui5uyGJCICYpEoa5m1IBKL2NsSMVv1rZCy1nJKqRgK/iIqu9UcSdFwhROwc9189mDmej4Q\nh4O7Xa6q4mIgCLbwRcr9v0jFBCQiEaQSAlKRCOAsdSma4T8zimYtK+NcFX+xXVX+aArHx704nhVn\n1FYosb/ViLu21mC/zSiIpxsHIe4oga11FXilz7H8ihyOYAKOYCInFgGAJqMKXVwc0lWjw+ZqHSw6\nRbk3tyCmvVG80e8ASTP4k2sarih77RRFwx6IY84fgz0Yx5w/DnsghrlAHPOBGNeFnVzvzeQhCEAq\n4o5p4sxxTURkjons4ZLJus3w96ctiJNcp9Vqwna1J4oSFvRKKYycOGXWylGtU6BKz3XB6NnOE4tW\nftUcJ+Ipiv9+OkJxOINscZczlIAzq9grnFi/ApW01Z5cytr1Zhf0UVnfsXRoRXLfP5phY78ESZel\n0y+WojDpiS6/4iqSJGm++PF7rw7iQ3vq8bW7uqC+yjtf17sjigHwJwzDvLNaL0IQRAzAX6zW8682\nNpvNAOBTAN4HwAIgCWAKwDMA/mt0dHTjlMCtgMPDLn751o6lO5z2NBv45XPTfoQT5IZrYY8mSfz+\n9Ax/++P7GgEA27JmyfTMFh+7Z9t6NRiumPhcQOCypz1HiArjljz7sXiKwrSXDYYIongxWSEV4yPX\nNOBf3xwBADx6ZGxNhKj3xryIpdiquEajqmyVPDsaKvjls1O+JS0NBfIixFEFYtEp8PqXb8QLF+bw\n9NlZvDdWeBFLLEXhzJQfZ6Yyx2ypmEB7lRbdNZw4VatHV7Xuqpk9FU6QePbcLJ44OY3zJRTVrAVa\nhQQ1WUkKq04BrUICuUTEihLphI1YxIsT6WuCIJAiacRJNrEe52w54qm0VQ7NL4fjGYuSUDzFXZMb\nrrI0DcOAreCOJDFgD6335lwWiAj2+JsWqNRyMbQKKbQKCbQKKWs/pJDwtwHwtpLRJIlIgq3oZcWn\nGFyhjWUjCbBJI5VMzAns7AwRFSfKqXiLPRksvFgpR7NJA5tZvaBLI0nSiCUpRFPse/dHk3CHWasf\nb4RNkE1z3SDTvljeToFZfwxPnJrBE6dmYNLI8fC+Rjy8v0mw8Vt/hLijBD5zow0KqRj//tYo3OHS\nKvsBYMITxYQnihd77Px9Jo2cE6fYS1e1Dk1Gdd5Z2+WCphl85CfHuY4u4G9f6AcAfOrGFjy4qw42\ns2ZV43mKZuCNJBGIJeGNpDDmCmPYGcaoKwxnMAFfNMntf8vf0VMOqnQK1FayVmI6pRQ6JWvppZSx\n1nZKmYg/3qiy7ksXSEjFmRhGKhKV9bOmabbwI0lmCkKSJI0kVxiSSNFclwqJSJJCjD/GZSxfg/EU\nXKEEL5ZEVvg5pI+nY67I8isvQo1eAa1Cytq9cdbI6cITuTTz/63kbGXTdnA6Za4tnE4hhUK6enMQ\naZqBO5zArD+Gee7/b9Yfw1zW7dUSQZVSMQzqTCe9Tpm2hGbjHKVMzB7fUxRbgMJdEiQNZzCOQUcI\nzlACSZJGvUEFuUTEWWnTvA3wehTYLEaDQYUdDRX856xXSqFVSKGSifNaabPz05AjkJF81xb7OwjG\nUnCG2MKiGV8Mg/YQ5rMcOWgGePzENMbdEfz6k9eu6n56o7PeQhQAHF3l1zm+ys+/athstlsAPAFg\nEGwwdgyAHMDdAP4BwKdtNtsHR0dHp9dvK1dOPEXlVMMfaFu62t6kkaOrWoeL80GQNIP3Rj0bzp7v\nuXNzCHE2Gc0mNfZzHQRdNTqICHYnNOIMI5Igi1LD5wMZIaq6iPkyAgICq8smq4ZfHlokuTfpifLJ\np7pKZUlJ649d24j/eHsUKYrBmSk/zk75irb4LJbXszpWD3aWb19rM2ugVUgQipPwcF1ei3WSCeRF\niKOKQCOX4EN7GvChPQ1whRJ4vd+Bd4ZcODLsZi2kiiBFMeidDaJ3NsjfJxYRaDVr0F2rx5ZaHbbU\n6dFZrbssqoRTFA03b93B2niwPupsMqdvLoi+ueDyT7SBCMVJDMZDGHRk9scqbqZBZn6BGHqlLMci\npkKVWa7WK/nbFUppUdW2CZLiRalwnIQ/loQvmuL9932RJLzc7bQ9iieSvKzse64WaAZ8gm0tUUhF\nMKhkXLcRK36mu4/KPROEpJmS7f2qdArsaKjAniYDrm8z8R2jeiwvGtE0g7lADP3zIfTNBXBhJoAT\n496cSm53OIHvvTaEnx2dwN/e1407t6x+AY7AoghxRwmIRAQeub4ZH7mmAa9edOD3p2dwZNi1qCAt\nk4jQaFChwaCCRiHBoD2EYWc4p5MgjTucwDtDLrwzlCnqVcvE6KzW8QJVV7Uem6o0ZZvPQxDIe6z6\n8dtj+PHb7Hzse7bV4P4dtdhnMy56vpMgKYy7Izg/7UfvbBCD9hDG3OEN1W20GtiDbKJaLCKgkWfm\nP2YXN2gV7GxIvVIKA2e9a1Bz9rtqGdSy4mKSQov9RCICchGbiGcYBv5oCqF4Cr4oa23mi7KxIXub\ntXTzx5L834Ixki9e3EjMBeJAYGlXhEKRignolVLePtCsZe0E2Wv2YtHJUVuhXFCowTAMfNEUb805\n7Y1iysMus+JT+RwEZGIR3+lu0bLbZFSzdoeV6oyVs14pRYKk4YsmMeeP8XZ+7lAC84E4LswEeJvJ\nQmOP7HEiaw0775dZdj8y5Y2ixazG525uxSardtW2xx1O4PCwC787NcN3ub435sU7wy7c1G5Ztdfd\n6Kzn2fEogEGGYVa7o2cebAfRZYXNZtsJ4HkAPQBuGh0dTZtaxgH8zmazvQXgFIC3bDbb/tHRUXv+\nZ9r4nJ708ZWjNrO6oBbzA5tMuDjPJkUOD7s2lBDFMAz+61jGlu8j1zTwardKJkGbRYtBRwg0ww4v\nvaaIuSj2rANojV4QogQENgptWQFMduIzm+z5UDazJu86y2HRKXD3tho8dWYWAPDokXH825+snhDF\nMAxe718dIUokItBVrePteAbti1saCuRFiKNKxKyV48N7G/DhvQ1IUTTOTvnx9pATbw+5csSlYqBo\nBoMOVvh48gx7n4hgf+tbavXYXKvHllrWTmctu7hJiuYr82Z9Mcz4YpjxRTEfiOeITlcDaTHBHV5+\n3XxUqKQwqjOzC9iZBnLOMoadbWBUy2DSyqGVS/j1APb74QmzdjTOUByetADFdSd5uetZX2xFFfMC\nVw7xFL1gtt1GxB6M46VeO17qZU9F2ywaPLCzDh+5tmHZDiaRiEBdpQp1lSrcxp3LkRSN8zN+vNRj\nx7Pn5+Di5kx5I0l89ldn8JU72vHZm1pX900JLIYQd6wAhVSMe7bV4J5tNXAE43ilz46Xeuw4Pu7J\nEaWSJI1hJ9vlo1VIcEObGR/b14iaCiUcgTguzrPFIf3zwbwCeSRJLZiDKRERaLVoeGu/zTU6dFbr\noFcW32VIEAQe++Q1+PyvzyzaWfvc+Tk8d36u6Oe+mqBohu/2KQWVTMx3peSz1CMIdigbQRD40Ud2\n4n2bqwAAkQTJz+l0hbgZhKFMIVL6Pnc4Idgq5yFFMZyVdxLA2neWi0UEqnRctz9nS2jRKnixKb1c\noZKCIAgE4ylMe6OY87MdVXP+GE5N+vhlRzC+4bq0V4I3ksDuRgM+ecCCe7fXQEwQODXpw5sDTrw5\n4Mw553lr0IXDw2587uZWfPHWtlXpUDJp5Lh/Rx3u31GHD/77UZzm9stpl5yrlXUTohiG+RqAr63B\n67wHoHm1X6ec2Gw2EYCfgfVG/p9ZIhTP6Oioy2az/TWAXwL4VwAPru1Wlo+jo25+udDZIze0mfmK\nm8PD7mXWXlvOTPl5kUwhFeHBXfU5f9/RUMEnqk9N+ooSouayBp1W6dfHE1pAQGAhrZaMsDTpieat\nPBvNEqJaTKUJUQDwZ/ubeSHqpV475vwx1KxSh2TfXJBvKdcrpdjdVF7Rq6NKywtRA/YQbi2j0HWl\nI8RR5UEqFmFvswF7mw34i/d1wBViK9feHnLh6KiHT4KWAs2ATyY9dZb9zRIE2ym9hROm0rOnVjKE\nPN1VMOqKYNQZxpg7jFEnO6dpPhDPW0V9taBTSJCkaMRTK+808nMVwaMrsIcREFhtlFIxttTp0VGl\nRaWKtdmpUEmhlklYm6csiyelVAyJeGHihaZZW9K03VIkQcIbSXIzKBKYD8Qw6gpj3B1ZkKgcdobx\n9y8P4EeHRvCl2zfh4X1NRSV3JGIRdjUasKvRgK++vwPPnpvDP706yMci//DyILpr9Lhhk3ll/1EC\nRSPEHeXDqlPg4/ua8PF9TfCE2S7tl3rtODrqyek2CsVJvNAzjxd65gEAW+v0uL7VhC/fvgk7Gyox\n54+hby7Ii1MX5wJ5OwFImsGAPYQBe4g/hwCAeoMSXdUZcaqrRocqnWLZ7plWiwYv/fkBjDjD+Pqz\nvUVZHguUh+W6dPmZiQyDT/3y9JpsE8DGuWoZ2+mlUUiglrPWgxo5t6yQ8FZv6TlCcgl7XJJLRNyF\ntURL3xYRBERE2j6ZFWPS94kIgGIYOIMJtujKH8O0N4oJTwSTnui6dueUSme1DrUVStRWKFBdoURN\nelmvXDAPi2EYuMIJTHmimPREcXLci0kvuzzljW7oYjODWoa6SiXqK1Woq1SitlLJF3EZ1FIwDBCM\nk/BwHVmecALucBJT3igm3BFMeaMLRFiaAU5MeHFiwot/fGUQt3ZY8JmbbPinB7eBohkcHXXjl8cm\n8Xq/AzQ35/IHbwxj3B3B9z+0fdXs8p48PcOLUADQVaNfYu0rn43vF7IEBEE0APgEwzB/s97bUmbu\nA7AVwOzo6OjhJdZ7EsBPAPyRzWbbMTo6enZNtq7MHMsaxHmdrTBRZldjJeQSERIkjTF3BNPeaNnm\nlqyU353KOCXevbUGelVucmlPkwG/Ocmuc3zci8/dXNjzRhIkb5shE4tgVMvKs8ECAgIrxqiWQS0T\nI8INYPdGkjBylfBp+rOqBrOFq2LprtXjmmYDjo97QdEMfnNyGl+6bVPJz7cU2d1QN7ebIS3zINiO\nah2/LMwrWXuu4DiqZMxaOR7YWYcHdtaBYRiMusI4OurBsVEPjo154I+WVrmahmGAMVcEY64Inj2X\nqRZuNqnRXatHd42O76DKV6nsDifQPx/ERS7xNOQIY9wdLovQUgwyiQidVVp01ejQbtWi1aKFzaIu\nKIGVD5pm4I4kMOePY573xGcHg8/5Y5j2xUo6mY6lKLSYNLBZ1KirVKFGr0BdpQoWnRyRBMVVIyf5\nquRAjBWbArEUgtxtezC+5v+/AgKlEktRODHuxflpP5pNajQZ1Wg2q9FsVKNCJUODQQ2TRlaWGRck\nxXZunJzw4tioB28NunhbplCCxLf+cBHvjXnwgw/vKMkWTCIW4YO76nDbZis+9V+ncWyMPWf8tzdH\nBCHqMkWIOxZi1Mh56+BoksTREQ8ODTpxaMC5oCvywgxrYfmjt0ahkIqwt9mIA60m3LOtBl95XzsA\nwBVKZIlTAfTNBTHpyV99P+2NYdobwyt9mXjfoJZx4hQrTHVV6yCTiDDmimDYGcIIV2Az4ggXbW1c\nCD3deWgAACAASURBVDKxqKxzFqv1CjQaVWg0qNFoYi0PzRo54iSNMDffMczlWcJxEsE4a5s77Yti\nxBm+orpFSoUggK5qHTZZ2QKHSpUUFWoZKpRSvuChUi2DTiGBWiZZl9k3Fq0C3bX5k/sUzcARjOfM\nJ5z2siLVqCvMj9TYKMwHYqhQSiEWiWDSyGEzq2HVKTDpieLIsBujrjAvtE15oxt2HppERKDBoEKj\nUYUmkxqNBnbWdF2lCrWVyhU7RJAUjSlvFD2zAZyfDuD0pBcXZgO8hSBFM3j1ogOvXnTgvu01+Na9\n3TjQZsaBNjMG7EF889k+viD2D+fn0FWtw2dusq30beeQICn882tDfBMFANy4yYydWbOyr0bWRYgi\n2Mj36wAeZRhmdrn1l2AzgG8CuNICmU9w1+8ttdLo6GjMZrP1ANgN4GEAl50QFU9RuJA16LrQ7iCF\nVIxrWoy8H/KhQSc+vq9pNTaxKGJJCs9fmOdvP7S3YcE6e5sN/PKZSR9Iii7I4zd70J1VL7+qh9sJ\nCGw0CIJAg1GNfq4bctIbXShEZc1Y2Vyjw0r4+L4mPnB64uQ0vnBLa1Fe4YWSfWK6Ghao7VUZS8OB\n+ctrBs16IsRRawNBEGi1sCLLx/c1gaYZ9NuDODbqwdFRD46PeYoewnzpoNs04+4Ixt0R/CHLykar\nkIDkhkUTBLs9pcwQMmnkqKtU8tWGzmACT58t/mvz325o4YehN5vUZd3niEQEZyeiwPb6/CdngVgK\nkx72/2nSw1ZDjnMn4ouJVCkqY5mYjUIqQrtVi85qHTqqtNhco4dKJoYnnMS4O4IxdwQTVASOYOKy\nE6FqOLsWq1YBq04Oi04BuUSESIJCkqKQohgEoin0zQdKtqIsFK1CgkqVDJEECV80WVJCTywi0GxS\n859VVzVrKVWpliIUJ+GPpjBoD+H0pA8nJjyr/p4uFxIkzXdAXIpGLkGzSY02qwbtVi02VWnRbtWi\nWl+ckCwRi9DJfR4f39eEaJLE8xfm8R9vjWKMq0J/pc+Bbz9/EX9735aS34tOIcX/fWg7rvnOGwCA\ns9O+gmeeCJQHIe5YG1QyCQ52WXGwywqGYTDkCOPNAVaUOj3ly+lwjqfonPlQJo0M+1tN2N9qwoE2\nE27uyMwfCcVT/Cy2i9zcx2FnKK/1mjeSxJERN46MrK3rjM2sxk3tFrzca8dslgtMoWjlEmyu1fHd\n5u1VWjSb1GWZjZUgKfijKXjCaSvdBBzBOOyBBEZcYZyd8m04MaOcMAy470wY9ZVK1HMzzBoMKsgk\nIhg17KyhtbSeLgaxiEAN11l0ab6RpGicnfbjlV47Xu6zY8ZX/HdvMbbW6WHRyiEWEXwXVyxJYdwT\nwZRnYTdPGn80hWNjHr74YiXIJCLUVypRW6lCbYUC8RSNtwad8K2wsG4x6iqV+PZ93bCZNKipUKxK\nfiKNRCxCi1mDFrMG926vBcAW7B0acOKpM7M5/3/PnJvDmSk/fvnIXjQa1eio0uHX/9+1+MazvfjV\ncdYJ9keHRvDwdY1lm+97YtyLv366B8POjCvOJqsG339o+1Ufv6zXnkIENgA5D2Algcye8mzOxsFm\ns0kB3MbdHC/gIVNghaj3rdpGrSJ9cwF+B9xiVsNQRJfPwU4LH3i90mffEELUK312fsBui0mdV+mu\nq1SiWq/AfCCOcIJE/3wIW+qWb83MtgeqKmCOloCAwNrSaFDxQtSUJ4qdDRkbu0iCxLiHTcqIRUSO\nAFMKt3VZYVTL4IkkYQ/G8dZg+WfljThD/PuRSUS4cRWqj9uzZmuNuyMFC/MCQhy1HohEBGdfo8cn\nD7QgRdHomQ2w3VKjHpyc8CKxjFAkFYtYSxKpGCoZmxwZd0fynowuTGosnsU3qmWwmTVoMav560aj\nGnWVShAE233+Ys98TkXeYsjEIpA0zYsG79tsxY8/tnvZx602eqUUW+sqsLVuYWwViKYw4gphyBHG\nsCOMYWcIw44w7MH8M3biKRrnZwI4n1UMdTnTbFJjd2MlzFo5GHAdZuEkemYDGDs/t+JOvlIJxUlQ\nNIM2qxYHO63YVKVFi0kNuVQEXySFEWcYI64wRp1hjLrCeX8/FM2w6znD+MP5dXgT68zWOj3+2w0t\nuKndkpPkiyUpzPrZmW9pO6L0DLilxFkACCdI9MwG0DOb+/3XyiWsOFWlxSarlhdrKws8P1PJJPjj\n3fW4d3sNvvvSAH727gQA4LH3pvDJ61vQZFIX/x/AkZ2yIQgCDMMK+wJrhhB3rDEEwZ4vtFdp8Zmb\nbAhEUzg2xgpER4bdmLiky8kdTuLZc3N8t3WTUYVrmo241mbANc1G3oY4TZJkhaxfHJso+6iDg50W\n3L65CjsbKqGQivByrx1PnZnlxxfkY9QVwairkPQXIJeIsK2+AtvqWNFpS60eTUb1qhXqyiViWHVi\nWBfJwdA0gxlfDEOOEE5OeHF42L3ke10tZGIRqvQKVOkVqNErUKVXoqZCAbVMAomYFUMomoErlIA9\nEMd8II65QAzz/jicoeVnBSVJmvuc8tvdGdSyLJGKtVxrMKjQbC69Y75cpCgak54IFyNyF0cIY+5I\nSUVehXBhJoBqPdup1V2lw5Y6PXbUV0KrkGDSG8WhASdevWgvi7WlSibGze0WNBhVaDKqoFdKkaIY\nTHoieOy9KT5vWgoEwc6nX0wgJgjgA1tr8Fd3dqB6nefYmzRyPLi7Hg/urseIM4TvvTrEz7Cc8kbx\n8Z+ewHOfvx56pRRiEYFv3bMZh4fdmPJGEUqQODftL3hczGIM2IP4x5cH8caAM+f+A20m/PAjO5ed\nn3k1sJ6SNQHgOgDPlvRggugA8Odl3aKNwTYA6SNcIRJ4ep12m81mGB0dvawMes9NZ06AtudJLCzF\n7V1V+MazfQCA98a88EeTqFCtr13d70/P8Msf3FWX92BLEAT2Nhv4IPHEhLcgIcoXzZxQVq7z+xQQ\nEFhIozFjDzp1yQDK/vkg3wXRatZAIV1ZdZ5MIsIf7a7jk8qPn5gquxD1XJZt2K0dlhXNsFkMtVwC\ns1YOVygBkmYwH4hvGJvVywAhjlpnpGIRdjZUYmdDJT53cysSJIXe2QCOj3txctyLUxO+BbY1SZKG\nlyyvX7tKJsauxkq+Cri7Vo8KlRRHht34tzeH8dpFx7KdW9e2GPDwviZc22JEpVqGNwcc+LOfnwLA\nWgnSNLOhO7H1Kik/VwZgxf9hZxinJrx4sWceZ6b867yFq0u6o65UjJxPfx3n019XqUSdQYW6CiWq\n9Ap+/88wDJyhBC8csQkpVki61EIqTTRJ4fy0H+encz8Dk0aGTZzQcXO7GV01OsglYpyc8OL5C/Mr\nSppk02JSo8WsgS1LpG0xa/jit2A8xSamHCEMO8MY4LoeN4od04WZAD7/67OQS0Q42GXF/dtrccMm\nM5QyMVotmkWtfgPRFMY9EYy7wxh3sxZEE9z3JLyInVYoQeLMlH/B76W2QonuWh26azL7GLNWnvc5\nADZp+40PdGHEGeYT3O8Mu1YkRP3fN4b55e11FRt6f3QFI8Qd64heJcUd3dW4o7saADvs/t0RNw6P\nuHF0xL2gw2HCE8WEJ4rfcmMDaiuU0CulvCCRFiLKTW2FEgCBWV8MeqUUXdU6PHJ9Mz55oAVz/hhe\n6rXjlV47TkwUn7a6ptmAL9zahj1NBsgk61O4FktSGHSEuM6yAC7OBzEwH+JtSdeTJEUjmiTRWaXF\n9W1mtFo0qK9UFlTkl6JoOIKcOOWPYT6QtkrO2CQv10XjjbAdY5ce7wF2fmGTSY0WkxrN6YuZvV3O\nHF6CpDDuzghOI1xh0mJFX0uhlolZa1uTBs0mNWxmdruNGjnm/DEM2EMYtAfRP88Wb+azyJvnfmev\nXXTkeYXyEU1S/Cy5lbClVo9WiwYtJjVsFg2MahlOTnjx+InpBesSBHDnlmp84Za2FRfZrgatFi3+\n/aO78FLPPL7423NIkDQmPVH86NAI/vLOTgDprio1n7sptbORYRicnPDh/x0ew+v9jhz3C5VMjK++\nvwMfvaZRiF041rt38sMEQXyNYZiiyvQIgvgAgJ8DqMRS5aGXJx1Zy+FF11q4DgFgE5ax89tonMs6\nSG0v0iezSq/AtvoKnJ/2g6IZvNHvxAd31ZV7Ewtm1h/Du6PsyRZBAA/srF103T1NGSHq+JgHj1y/\n/DzW7MrGYjrHBAQE1oaGLCHqUi/2vjLa8qX58J4GXog6NOjEnD+GmoryVCExDINnsyzC7t1eU5bn\nzUejQcV3fE5toHl/lwlCHFUiP393HAc2mWEzlz6v7VLkEnFGDLmJ7eQYsAdxYtyLkxNeHBl287Me\ny0k0SfEe6MWwo6EC//LH2/Mmh/c0GaCSiRFNUhh2hvHY8ckN0Xl+KQzDYNob4+dg9M8HMegIldVa\nZTUwaeRoNqnQZFSjiZvj08TdVsslCCdIjLnCOD7mxTvDrrJXq6fprtXhhjYzumv1aDGz27FUoQRB\nELDqFLDqFLiuNbdiNJwgMewIYdDOWiEO2tmLZ5HOHHc4CXeYtblcTRIkDYVUBLVcgmiSxIA9hJd6\n7RhysLNOik3ESkQEjBoZCBCLdtyVglwigkwiWjQJkiBpvHBhHi9cmEeFSor7ttfiY/saF92H6VVS\nbFdVLLC6ZBi2W46d88J+RsMOVoBbbP80y81ty7brterk6K5h59ltq9NjR0NlzvkJQRDorNbx393A\nCrryHj0yjl9z1jkA8Kf7m0p+LoEVI8QdG4R6gwoP7W3AQ3sbQNMMLs4HcXjYjSMjLpya8C3oME3/\njpejWq/A5ho9Lz47Qwl87ZmegsX59Otkz5nVKiTorNaBABvrlyqAHR/34uGfnsCOhgpcZ2NtCLfX\nV6yaKOUJJ3CRm8uZnrs15lrduVHpmcOl4g4n8Ytjk/jFscmc+y1aOe7cUo3t9RV8UYY6q8tWKhZx\nxSiLn4eF4ilMe2PsnCVu3lJ6ecYXW3K2VyxFoX8+yLttZFOpknLiFLtdaaGqyaiGUpY/JoklKYy6\nwvyxbNjBLk94IkV/PladHG0WLV/ckRZizFr5ol1ctRVK7Glii5+iSRLDjjBe6bPjmbOzixbmFEra\nMjq9LbUVSjhCcTxzdjZnvuxK2dtswF1bqtFm0cBm0cDCvV+aZnB01IPfnprGK332BR1jUjGBu7ZU\n4zM3tW5IAepS3r+lGnGSwv/4LdtW/+SZGXz1/R0gCAK+SBInxzOieJOxuIKZeIrCK312/PTdiQUC\nLEEA922vxZdv37Tk7+pqZL2FqFoAXwDwvUJWJghCA+BfAPzZam7UOlOftVzIHiw7mmjEZSdE+fjl\nJ0/PwKCW4QNbC094vm+zlf/Bv9JnX1ch6ukzM7zyfX2racm21GtbMm3xx8Y8BdlR+bM7ogQhSkBg\nw5EdYMwHck/0+uYy3Z9dZRKimkxq7G814t0RtnL7tyen8T9u21SW574wE+DFNK1cgpvaLcs8onQa\nDCqcmmSPBZOeKPa3rtpLXYkIcVSR0DSDv3uxH48eGUdthRJPffa6Ra1WVopYRKCuQoUhFTujhSox\nc6GUirGlTo+ttXqo5BKICNYDvWeWPaEv1lJEp5Dg/zywFTsbKxa1+tUqpPjEdU340VujAIBv/eEi\nqvVK3LYKs+IKJUXRGHaE+Qrkvrkg+ueCqzIsvZwcaDOho0rLJjmsbFJBp5CCpGjM+GL8sOx3R90Y\nc4Ux5orAmWXHvJr0zgZzZiql7VfSFo/NJjXfQVStUyxZyamRS7CjoRI7smxpEySF0xM+vNAzjxd7\n5ssyk0CvlOKurdXQKiSIJihEEiRmfDH0zgXyViNnkq/FVQrLuCrZNqsWmywaaBUSRJIUXKEEzk37\nc47r5SBB0stae6bxR1P4+dEJ/PzoBA60mfCJ65pwS4elINsjgiBg1sph1sqxz5aZlZHudhu0hzDk\nYC/pGVP59jGOYAKOoDPHeqbZpMaOhgrsaKjEtjo9Xu2z839rLKEbKknS+PuXB/DokYxd151bqnBH\nd1XRzyVQNoS4YwMiEhHo5joZ2iwaVOuVOU4thbK5Rofbu6qwq7ESW+v1+OGhkQWWvtvq9PjiwU3Y\n02zAoJ0TaDihZtAeyitGhOIkToyXx7iHpNnOg5MTPnz/jWEopWLsaTZgv82I/a0mdFbrIC6h6yCe\nonBxPoizU36cm/bj7JRv1YpaDGoZL7RkCy+NRtWi82lIisaF2QBe6bPj5V77gqLH5XCGEvj50YkF\n91frFbi104J2qxY2c64gcSlahRRdNdK857KRBIkjI268ftGB1/sdRR3vfdEUfHm6cQH2mE/TDEia\nAUUzoBgGNMPknbe6HLUVSv430mbVcHNgNdArC3P98EeTvFXwMHc94gyXNNNsKRab71gOvv/Qdry/\nuzqveDvji+KpM7N44tR03u++QS3DR65pwEevbVy1c6fV4t5ttfjrp3sRTVJwh5PwR1PQKaX4X09e\n4IXfVosGm6zLFygyDIOe2QCeODWNZ8/N5S0gurXDgv/5vnZ0Vpcn73Olsd5CFAB8iyCIVxmG6Vlq\nJYIgbgXwKFihhsCVW0mTPYSjEO+W7G99+Qd4rCKBGFtRkeb8TABPn5ktUoiqwj+8PAiAtXyIJMic\nyo61gmEYPJNVnfBHywhiNrOGnxMVipM4P+Pn7WQWwxvJHMwNgjWfgMCGIzuhe2mVdM9sdkfU8lac\nhfLhvQ14d4StJn/q7Ay+eLCtLP7bz2V1Q92+uWrFVoJL0bCEpaFAQQhxVIEwDIOvPHmBT87M+mP4\n/hvD+M79W8r6OrEkhTcGHHj23BzeGnTmHQYOsFYNDQYVVDIxlFz3Ud/cQmEplqJwYtybk8QxaWTQ\nyCUl+doH4yQ+9+sz/PN01+p5y62uah3qKpUQiQh84dY2HBp0oX8+CIpm8OnHTuMbH+jCx/c1rrrP\nfzRJon+eFUnSwtOQPbxkte1G5fCwG4eH3RCLCCgkIiikYsgkIrjDiUW/G0uhV0pZcYirHE5bzzUa\nVfy+Oi0qTLgjmPREMeGJYNIbxQRnz7ZYtTXDZISbS7uwFFIRmozZ9naZ6mWGAUbSdn3c9YgzjClv\ntOyV44FYCo+fmIJVq4CM6yKSS0Ros2hWPPPLopXjob0NuLXDgnCCxIWZAM5N+/Cr41MFdT8Z1TLs\naqzE7qZK7Go0oLuWtRvktz2awuMnp/DDQyNlG2yf/n4BwPce3IYHdtaW9PvM7na7IWsmZIqiMeIM\no2c2gL7ZAHq5pHM+G6q0ReRTZxaOECLAVtMXavPbOxvAXz3dgwtZn+mepkr8wx9tu+qHfG8AhLhj\nA+EOJ/DmgBOvXXTg8LAL8VTpx8k+TlBajB98eAfu3lrN/wazLXEBdn8x6grj9KQPf//SwKp0gV9K\nLEXhnSEXb+eqV0qxr8WI/a1G7G02os2iWVBEwTAMprzRHNHp4nywpGPyYqRt3ZqMnB1d2uLNqIZe\nVbzduSTLDvov39/J3x9OkBi0B/H2oAvP98xjbJH5TYsxH4jjsfemFtxfo1fgmhYjWi0Za9tGrltk\n3B3BoCOEIa4DesgRwpQ3uqQ4dHO7GZ+/pY07TrBWeWOuCCY8kSW/s4FY8QUsDQYV2iwatFo1aLNo\n+Y4fTQF5QoZhMBeI58Qy6fjGHS7eWru2QgkbJ361WjSw6uTonw/htYuOHHeoteLPf3MO31D24Y7N\nVfjAtmq0WjR4udeO5y/M4/SkL+9jttbp8Sd7G3DfjtpVzQmsJpEkmXPOxAD40hPnctwkvnpHx5Lx\nxbAjhBd77HihZw5DjoXmZTKJCA/sqMUj1zejzbrxO8XWk40gRKkAPE0QxLUMwyzwnSAIQgXgnwB8\nKn0Xd90DoAnAlfYJZ7fRFHIkzD4LWNaTqbe3FzabreiNSjM6OlryYy9l2LFQ5e+uLS5BazOzqvWQ\nI4x4isarF+24f8fad0UNca3AAFu5fHvX0pV6BEHghjYz79n89pB7WSHKJ3RECQhsaKy6zLwEZzBT\nzZ4+QQAAEYGCZsIVysFOK7QKCUJxEtPeGM5M+ZbdlyxHiqJz2v5X05YPAOqzOsnKXVF2lbBh46iN\nFHMAwE8Oj+dUCN+xuQrf+EBXWZ6bYRgcH/fiiVPTeKXXvmiiv8Ggwm1dVtzaacHuxoUzDhIkhYtz\nQZyZYhMjZ6f8eX8XrK3ZymdNucNJvDXowluDmXk8SqkYm6wabLJqcaDNxNuoUDSDbz7Xh8PDbnzn\n/m5YylQNGYyn0McJTr1convUFS6p2nW10cgl6KjSosmkhpggwICt0h20h5ZM3gHs/18kSRVkuSMV\nE2gwqNDCiT42k4afpWBQy5ZNxGeLCte0GHP+xs954rqvxlwRjHFJoeklhKN4ii5rla5BLUOrWQOb\nRc1XYVeqZPBFk+ifD6JvNojeuUDeqm+GWVjwUQ6coQR+8MYwfpA1j2gpWi0a7G6s5MQnA5qMqiU/\nG71Kik/faMOnb7QhlqRwaNCJ5y/M4fV+Z1mGpX/5d+fx5d+dh04hwcPXNaGzWoeOKi0ajeqSOgQA\n1q6ps1rHVvXuZo07KJrBmCuM3rkALswEcHaK7RBbKon73x8/CxHBFuPsbTbgmmYD9jYbFswGmfPH\n8G+HRvD4iamcfcDBTgu+/9COdSk4FFiAEHesM+5wAi/2zOMP5+dwatK36PFSJRPjmmYD9reacKDN\njE1WDQiCQIqi0TsbwIlxL05P+nBmyldQTPHVJy/gl8cm0F2rx9Y6PbbU6tFs0vD7l0lPFL89OY0n\nT8+siQiVj0AshZf77HiZ68jUK6XYZNVAKhZBKhaBohn0zQXK0qELsM4RrODBxk2t3HW1XrEmorlG\nLuEFwS/d3g6APc7PB+IYtIdwkpuVOVFkB9VcII6nzy4sKigWmVgEm0WD7lo9djVWos2qwYhTjWFH\nCDV6Jcxaednth2MpCpEkiVCchD+ahDeaRGU4CaVUzH9XEySFSU8Uo1lC0wgXF+Xrrl4KsYhAo1GF\nVjMrNrVZNWzHEMMKfSNckc5bg05MeqJFz6pajq5qHfbZjLi2xYi9TQboVVKEEySODLvwer8Thwac\nOTbJgVgKvz01zeci86FXSnH/jlr88e76srm5rCf/7/A4//8uE4vwsUeP58Ttj1zfvGDedtry9NU+\nO17stfP53ktpMKjw4K46PLS3Ycn5mQIZ1juSGwJwBMCDAF4iCOImhmF4CZ8giBsA/BRAMzIBzCiA\nTzIM8zZBEB8B8Ms13ubVJjsaL2QPlb3OZdUfOZhHiNpaQoL2vh21fFfU02fn1kWIeuFCJml7S6dl\nUS/bbG7YlBGi3hly4UvLWGplV4NUFNg+LCAgsHbolVLIJSIkSBrhBIlwgoRGLsHZKR+f2Ouo0hVU\njVUoCqkYd22pxm9OsvuSZ87OrViIeqPfAXeYFdKsOjmusxmXecTKyA7Y3GtkR3UFIcRRBeIKJfDP\nrw3xt/9oVx3+/oNbS07OpglEU3jyzAx+dXwSo4tUoW6t0+OO7irc1mlFq0WzZGJCLhFn2Zux8yMd\nwTjOTvnw+9MzeL3fuehjl+LDe+shE4uQohmkuGG9fXOBvKJILEXh/Exg0e6S1/tZ25UbN5nxnQe2\ncIPJC8MbSXKCU5ATnfILDRuBeoMSnVU6PgnfWa2FVCziqnjDGHNnRJzZMtr31OgVuH1zFbbU6tFV\no4PNrCnr/IucOU+23DlPCZLCqDOCQ4NOvHrRkXfg+Epot2pxsMuCg51WbKnV59hSp2dMuYIJeMNJ\nhBMkUmUQZwCg0ajCXVuq0V6lhS+SxBsDzpITXzV6BT51ow33bKtZUWGYUibGnVuqceeWavijSTxz\ndha/OTm9qNC3o6ECW2v1GHNHMGgPLWnfGIyT+Nc3RzKvJRWjvUqLzmotJ07p0FGtha7A7qRLEYsI\ntFm1aLNq+fOueIrCsTEP/vRnJxd9HM0APbMB9MwG8OiRcRAE+524tsUIs1aOCzN+vDmQ20UqFRP4\nyvs68MkDzUIn1MZAiDvWiXCCxKt9djx7bg5HRtyL2v3azGrc1lWFm9vN2NFQmff4IRWLcqxU0/MW\nT0958fjxaZyYyG+jF01SvC1eGqVUnLdDMo2IAK5vM+O+7TW4fXMVfx4UiqcwYA+hn5vBdHE+uKgV\n6EoIxFI521sqWoUEm6xaztZNy9u7VenWRnAqBoIgUFOhRE2FEjd3WPCVO9gx9EmS7VgbtIfQMxvA\nqxftOQ5F5UIjl+A6m5EXZCbcUZyb9mPf/3mj5PlgxeAKJeAKJfDeWHnsINPIJSLYzJk5UulOdAJs\nMeWoK4yzU378/vTMmlksA2zBui+aRCCWQjRFQg8pNHIJ7uiuxh3d1aBoBo+fmMLXnukt6Pn+5t7N\n+OPd9Zdt99OlvNQzjx8eysRESYrOEaE+em0D/vpOtsvQG0ni8LALbw+58M6Qm8+JXIpSysZwD+6u\nw94mw5LW1QILWS8higHwNoC/YBjmFEEQ/wjgdQDPEARxJwAxgO8C+DzYACbdyv0jAP+LYZj0Gesf\nANy81hu/ymSXZhRy1pm9d1i2jKW7uxuPPfZY0Ru1GgzlOdHaUmRHFADcuz0jRB0ZdsEZjJetSrcQ\nGIbBCz0Z3/kPbKku6HH7W40QEexJ2YUZP/zR5IKqwGwiWTMQVPIr46AgIHAlkU7upe3lHME4NGYN\nTmWd/OxqrFzs4SVz345aXoh6/sIcvnF3F6TLzJxbisdPZKqj/nh3/bLz61ZKjhC1SLAnsIDLIo7a\nSDHH8xfm+ERJR5UW37l/y4pEqClPFP95eBS/OzWTd65Li0mNe7fX4p7tNWguYTZKNgqpGO+OeHAo\nq2vpUpYbbp39uwZYq5C9zQbIJWJEUxRiSRKxFIU5fxzeSGGdVm8PubD/u28CYN/vjoZKbrYQaxWn\nlIox7AzxolPfXHBDdj0qpCK0V+nQxSXpa/RK3jpv3B3BiCuM1y46MOEpvkq2FOYC8Zw5DlIxbQwy\nugAAIABJREFUgTaLFl01OnRliWJLxYyFEIqnMOqKZCqBnWzF7qQ3WvI8s+UYdLA2Pj88tLZdB5Oe\nKD/vbKXMBeL45nN9+NFbI9jVWMlVoldic42u5GNvhUqGT+xvxsPXNeHCTAD/dWwSz52fzRFkzk75\n4Ysk8cWDm3D3thr4o0k+ifvOsJu3pcpHLEXh3LR/gQ1QXaUSHVnf/Y5qHRoNqqITKgzD4JU+O779\nfH/O/U1GFT5/SxsuzgVxfNyDi/PBnM4Nhll6Fsa+FiP+7v5utJiXn9kgsOoIccc6wDAMzkyx9qAv\n9szntTATEez5xW1dVhzstJb0eyEIAg1GFRqMKhwZ9uQIUV882IaemQAuzAbgypNcX0qEAoCH9jbg\nQKsJ7VVaKLMS21qFFHuaDNjTlCmgIykaQ44w7vzB4aLfQznZUsvaFae7nNqsi89NupwIJ0j4oykE\nYinEUhSsWgX80VTZrGKzX+fVi44c27PlkIgINJvUOV1lbVYNmozqvGJqIJbCmCuMUVcE7415FnT9\nlIPuWh32NhlRoZJCJmG76aa9UUx6ojg96cNcILbq3fsSEQGNQoIUSYNmAJKmF3QfzwfieOrMLG+L\n22xSo6tGBwIAzTA4N+XHXBEC4N8+34/j4158ZG8D9tmMl+33nmEY/PTdCXz7+Yt5/y4Ti/Dfb2lF\nR7UO3315AO+NedAzG1j0M1VKxbi5w4z3d1fj5g5LWYuLrzbW5X+OYRgaWQEIwzBDBEG8H8A7AJ4F\nYAPQikwVzSSAP2MY5tAlzxMEGxBdSWSfoReiNmSvs/rlBWXkUl9Ni1ZekoBUW6HENc0GHB/3gmbY\n2SafPNBSrs1clkFHiK+CVkrFuKndUtDjKlQybK2rwLlpP2iG9Xi/e9viFljZQd5iQywFBATWF6tO\nniNE2cwanJnKCFG7m8ovRO1tMqBGr8BcIA5fNIV3hly4tdO6/APzMOOL4p1hNplFEKwQtdpkC1Eu\nQYgqCCGOKp6LWZVvH9pTX3KHyaA9hB8eGsHzF+YWWJipZWLcv7MWH9rdgO5aXVlO3F7ps+Prz/Qu\nqKy8a2s1PndTK2+XQdMMxtwRfPO5Xn5u3FKk5wBdikkjR6tFA4pmkKJo7ppBNEkuKcKMuSMYcxc3\nl2A9qNIp0FWjQ7NJDZVMDIVUDJpmMOmNYsgRxit9joKFuGwIgo1HW8watJgyYlyzSY0qnWJBYj+e\nojDiDPNV4Bfng+ifCyKUWJgMSlEMv042Zq0crWa2IpudPcAmbYxZ1n1pG77sGQfpa0ew+P2tXill\nK4E5S71WC5skIggCE54Ixl0RThhxlfT8S6GRS3BLhwU3d5ixpVaPRqMaEhEBVziBYUcYfXMBvNhj\nX/HMhXbOklIsJhCMkTg/7ceAPbjg9+4IJvBijx0v9rD2TwqpCNvqKvgZUTsbKosWCwmCwLb6Cnyv\nvgJfuaMdvzg6gcfem+QtriY8UXzxt+fw43fG8Df3bsb+VhP2t5r4854pTxR/+vMTi3ZnXsqML4YZ\nXwyv92eShSoZ2z2VET1Ze798lngMw+CNfif+5fWhBdaUH7u2EV//QBe7r93F3heIsTHKd18aKEiU\nPjvtw//+w0UcaDXh+jYTOqq0l21C7HJHiDvWlmA8hafPzOLXx6fyusgA7My0e7bX4v3dVTBpymcH\n9fZQpvP66c9ex3dNAey5zflpP77zYn/BVm+/Pj6FXx9nZxDJJSI0m1g71maTmps3yC7rlVJIxCJ0\n1ejQ/zd34LO/Or1kAc5q0jMbQDxFQUQAGoUEBrUMlSoZZJLLY/8TTpAYumSG06A9vGEL/hqNKty4\nyczNoVKhyahGbaWSL+6IJknM+mKY8ce441YUU54oJjxRTK5ikRBbSLW07XK5MWlk7CywRjaO2Fqn\nz+lMYhgGQ44w3h1x4+ioB8fHPAtix/S8xsUQiwjsaarEwU4rzFo53h504cXejNCdpGi8cGEeL1yY\nR7tVi0/sb8J922sLcn3aKIw4Qzj4z+8suU6SovG9LLeMfFSqpLhhkxnv767CjZsKc74SWJ4Nk81m\nGKaPIIh7ALwK1mIuvZf/CYAvMQyT35DxyiP77KmQiCJbuVl5z/EaMurK/UhLseVL88DOWhznhng/\nfXZ2TYWoFy9kuqFuLdCWL80Nm8z8CfObA84lhaicjihhByggsCHJEVVCCVA0g7NTmd36zobyC1Ei\nEYF7ttfiP95mq72fPjtbshD1xKkZvgro+lYT6g2qpR9QBipVMr471B9NIUnSZbWhuloQ4qilyf5O\nlTIXwB6I459fG8TvT88sSEh3Vevw0Wsbcc/2mrJVx6UoGn/3Qn9OZwzAdgj81Z2dC2bNiUQEWi0a\nXN9q5oWoP93fhE/dYMOAnbW7GeS6J0Zd4UVnubjDibyJComIgEwiKrtlzmqRnrGkUUihlomhkokh\nl4rZLpL5IN4cKM3iUK+Usokzk4a7ZpNoaXuWQlFIxejmKq7TMAyDGV8MfXNB1qqIsytaLGGftp45\nNra88Fgs6eHavODEzXAyqmUIxFKY8cUw549h0hPF0REP5gIxzPpYcbMcs8vyEU6QeO78HJ47P7f8\nyisg3bUFsNWy7VVa3LmlGiTFIJaiEIqnMOQII3xJ4ieeonF83MufjwCZGVI7Gyuxu7ESzSZ1wUKK\nVafAV+7owOdubsXPj07gx2+P8oJU/3wQD/7HMXxwZx2+cXcX9Jxld4NRhTe+fBMOD7vwld9fyLFA\nMqhl+OSBZow4wui3hzDiDOXdD0STFM5O+XNiF4IAmoxq1tqvSod6gwr980G83u9YIHpZdXJ8657N\nuKObdYggKRoXZgM4OuLGuyMenJ7yFbwfiadovDPk4ru9zFo5DrSZcGuHFQc2mUq2FhQoD0LcUX4c\nwTgePTKOX703mbfLuaNKi3u31+LubdWoqyx/jE5SdM4+fGtdRc7fR11h/ODN4UVFqO31FQjGUpjw\nRPLOG0yQi88aNGlkrDhl0qCmQomOat26CVEAMOwMY9gZxq84ES3N+zZbsafJwHcpr7Q7uVRomoE9\nGOctgsdcEX72Y7Hd51q5BDqlFAqpCAqpmLuIEIqTmPREc0ZErAaTnij+69jkqr4GQWDDzR6VS9gZ\njFu4+Vk7GypRb1AuGScQBIH2Ki0qVFJU6RWoq1TiF8cminpvTUYVdjey3+GdDZW4d3st/ve9m/H8\n+Xk8cWo6p6Bn0BHCXz7Vg+++NICH9tbjT69rRpV+Y06EiSRI/P70DL75XF/JzyEigB0Nlbhxkxk3\nbjKju1a/Yht3gYVsGCEKABiGeZcgiA8DeBJsd88HGYZ5dbH1CYK4CcAbDMNcSVn57D1wIdFFtjH/\n4tPmNhjxFLWgurezuvQheHd0V+Prz/YhSbJ+n72zgZyT+9XkxV47v3xXgbZ8aW7rtPIDkd/odyBF\n0YvaesSyglHlFeLXKiBwpZF9MhKMpTBgD/LJKqtOjrrKwmepFMN9O2p4IeqNfifiKapoX2eSovG7\nrKGlD+1pKOs2LoZYRKBSJePtFPyxJCzajRngbnSEOGpx9jYb+GTCTw6P4WCnZUGCJR8UzeDnRyfw\nT68MLrCfOdBmwmdutJXdtiJBUvj0L3MrgU0aOb5972bc0V215GvVGzL7mBd75vHJAy24qd2S062d\nomiMuSIYsAcx7AhjzB3GqDOCcU9k0QQxSTPIm1XaYIgIQC2XQCYWFdwVcinpiu3sS4tZjSajGoas\nbqNyQxAE6g0q1BtUuKO7CkBmbsehQSfeGHAuab9WKte2sNZITUa2Il0tlyCcIOEMxeEIJtA7G8Br\nFx2Y5cSnpSwgC6Far0CjUcVX8KeTJ/OBGM5MlXcmVRqbWY2DXVbc0m5Bi1mDWJJC3xxrF9nLzSzL\nJ8AmKZqfaZRNbYUSFSopIgkS/z979x0eR3X1D/x7t1eteq+WZMu929jGBgMmYHoLhJ4ACQl5gSTv\nm9BCC4SQ8guphIAhofeOaaa6994tyVaxurSStrf7+2N2Z3fUpa2Szud59Ozc8ezslUC7ozn3nGN1\neuHy9v17E8hEC5TPTdULK53nFadgblEKpueZBv2s1qsVuG15Ga49pQir1lbh32urxFXLb+2ow6aq\nNvzlqlmYF1Leaml5BlbfvhT/9+YeMdup3eoSeuVdOUv43vy9Qg41duFggxCkPtjQ1WcgkfPgCutA\nBlhflpan497zJqO23Y4/fnoYu+vM2FVj7jPTL2BChh6XzcnHFXPzoVHJsbGyDeuOtmLdsdZeK7pb\nup1i+SGFjGFBSSrOqBB6jhWHWQKVjAxdd0RGvdmOv31xFG/vqO/1fqJVynHRrFxcvbBwSNct4VDI\nZUjRKcUFO9uOt2PhhDR0Odx45MMDeH1bneT4ZJ0S319cghsWF0n+BnK4vTjaJLy/HPZn5QzW267V\n4kKrxRV2P6fvTM3CrIIUKGQMMhlDp82FykBPxxZLn+WUh+PT/U34dH/vknNFaTpcPicfp5YLZQgj\nVcHG4vSg2h9sqvR/D1UtwvvxYGURByOXMWj8/Y1HWjo5O0mDCRnC9YPHx+Hzcfg4h9XlxeHG7qgH\nsYYqUYJQSjnD2VOFvrFLytKRbhj8utLi9OCA/x7nrloztp/oCKvUdWWLFX//6hj+/tUxqBUyzC1K\nwaIJaVhcloY3bl2EqhYrXtp8Am9urxOzzTrtbjz1TRWeW3ccV84vwK2nlw6rR2w0dDnc2FVjxls7\n6vDerpEtUlLIGKbmmbCgOAULStKwoDgVJh0tcom2hApEAQDn/H3G2K0AngZQDmGFTX/C68iemEIL\nmA8lkhL6M4htwfUw9PXGWZY58vrfJq0S507LFt+AXt5Sg99eMn3E5xuqmjYbjjULi73UCtmQy/IF\nTMtLEktqdTk82FzVjlPL0/s81iYpzUfX7oQkosCqZEC4YNtYGVypPq8oNWo3MCuykzAhQ4+qFuGP\nkrVHW7FiyvCyoj4/0CSunk7Tq4b9/HDo1QoxEGV1egFjzF56zKHrqL6tnJ6Dv3xxFFUtQgmP7z61\nEXefOxnXnlLU70q35i4Hbnt5R6+bIqdPysAvVkzqlZUUKQ++f0AShDpnajYev2zGkP4wWj4pE+kG\nFVotLjR1ObHyL2tx2/JSXDmvUHy+0p/lMSk7+Itmd3lxtLkbn+1vwvu7T4olRkcbH8eQeh3IZQwF\nKVp/oMmAEn92U3+l9KLB4/Wh3SYEBxo7HWjodKCh046GTgca/V8NnY6wbzQNZlNVe0QbestlDPkp\nWhSmCuV1cpO10Kvl0PpXWXfYXKg323HS7EB9hw0nzQ40dTuiepOossWKym+q8NQ3VQCEDMkck8b/\npcVlc/LAIWQjNHc50dQtPPbMegoY6Q2gdqsLaw42icEhlVyGaXlJkl5ToZnVoUxaJX5+9iR8d34B\nHvnwID7Z3yjO5eqnN+Ov35stBjABIEWvwlPXzcWD7+/HC5uEdY7PrT+O82fkYG5RKlT+ldiTc5Jw\nyezg6zR3O8TA1NqjLUMq9Rmw9mgrznli8N4uFdlGnDstB+dOz0Z5pkFybfSdqdn4zlTh+6htt2Hd\nsVasO9qK9ZWtMIdks3p8HBsq27Chsg2PfHQQEzL0ONMflJpXnEormGOIrjtGzur04MmvK/H02qpe\nAZLyTAOuX1SEi2bnxTT776zJWXhjuxBw+sUbu/HgBVPxwPv7Je97aoUMNy8twY9OK+1zbhqlHNPz\nTZiebxJLxFa2WLCzxow1B5skGZeR9un+JhxttuDMikwUpupQkZOExWXpSNOrkKxTweH2orpVCOjU\ntNtxos2Kdcdaww5QnWiz4U+fH+m31Fd+ihaXzM7DkrJ0lKQLC1sCC5C7HW6caLMJ/Yf8PYiOtwrB\np0iXuQ3l9fEhLS7RKuXC9VKGHul6FUw6FUxaJZI0Cjg8PrRbXGizOtFmcaHN4X+0uhImCJVI3F4u\nlr0DhN+lbJMGWUkaZCdpoFLI0GZxos3qQpvFhRaLc8hZxOWZBrFk78IJqUjSKGFxerC1ul0s5dez\nzLPT4xM/S//0uXCfcV5xKhZNSMNT183FwYYuvLipRvy7wOX14YVNJ/Dq1hpcMa8APztrYr/XLZHi\n8fqws9aMLw8149N9jWGVAk/TqzA934SZ+clYUJKK2YXJ1PYkDhLyJ845X8UYywLwBGOsnnP+bj+H\nzovlvGJkOwAXABWAviMSUhn+x8bKysqaAY9MILV93OAoDbMR7TULi8RA1Hs763HPyslRbyD35aHg\napglZenDrhnKmLAiIlB657MDjf0GoiQZURSIIiQhJYcEosw2N461BG9gLykbylv6yJ0zNVtsxv7J\nvsZhB5KeXV8tbl+9sDCm5fFCe09YB1g5TYZmnF9H9Ukpl+Ff187F5U9uQJfDA4fbhwfe34/nNx7H\nD5dNwIUzpbXPq1osuOaZzZLSVhXZRvz6/ClR/V0+1tyNV7YEL+d+cnop/u87k4YcxNarFfjTd2fh\n5v9uhdvL0Wl347erD+H3nxzGwglC1oterYDXJ5QZq223YWNlm5DxNA4wBswtTMH0fBMyjGqk6FRI\n0Slh0qqQoldCLmNweX3QyIZ/neXy+NDlEJqAd9rd6LC6/KUOg49t/tKHbRYX2m2uhFmhO1K5Jg1y\nkrVC6UOFHGqFDIwJAZfGTgf21ndKggcjpZLLUOjvG5GfooVaKYOcMShkDB6fUNKwtkO4iTeU0oAu\njw8n2oSbffHk8vqwo8aMHTVmPL1W+AzONKpR4e/LVOEPGJdlGqBWCP9P5qfo8K/r5uKTfQ341Vt7\n0Wl3w+X14fZXd2L17aeiLDMYYJbLGB66cCoaOu1Yc1AoR/ny5lrMLeo7FtDS7cSuGjM2VrXhvV0n\nR9QvbTAXzMzFsvJ0VGQnoSBFN0iGpw7fW1CI7y0ohNfHsa++E18easYXh5p69e0Qsh2q8fTaamQa\n1Vg5PQcrp+dgXlFKTALL4x1ddwzf5qo2/Oy1XTjZKW3zPacwGT85vQxnVGTG5f/d288sx4d7GmB3\ne1HXYcfNz2+T/Pt503Nw3/mTkWOSZkPYXB5/mTghyFPdasWBk1042hz7Co2B94P+JOuUSNWrkKZX\nIVWvwiWz82BQK+D0+NBhc6HD5kJDp1D2LlLqOuz425fH8Lcvj0XsnNGmUcqQrFVBpZDhZKe9z36J\n45VSzlCQooNaKYdWKYNerYBWKZSBbu12os4sLLTxDvIDc4Z5PaJXyXH21Gx/ZrBOCBBqlTD4gysG\ntQLLKzKxvEJYMN9udWFTVRvWH2vFxsq2XkEdm8srK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NOAidlGTMw0YGKWEeVZxgGvLcno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\nqiG1VQbVqbjYq1g8NpzrJkYQ6vX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},
"metadata": {
"image/png": {
"width": 849,
"height": 272
}
}
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "fig = orbit.cylindrical.plot(['rho', 'z'])\nfig.axes[0].set_xlim(4, 10)\nfig.axes[0].set_ylim(-3, 3)",
"execution_count": 14,
"outputs": [
{
"output_type": "execute_result",
"execution_count": 14,
"data": {
"text/plain": "(-3, 3)"
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": "<matplotlib.figure.Figure at 0x1c15802d30>",
"image/png": 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Wu3JOcM2b69uC0H9/ewlXD+7p8Pcpzo6LPYhkAo9qmvbtGT7OFuBjTdP+d1YG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\n"
},
"metadata": {
"image/png": {
"width": 273,
"height": 272
}
}
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "orbit.pericenter()",
"execution_count": 15,
"outputs": [
{
"output_type": "execute_result",
"execution_count": 15,
"data": {
"text/plain": "<Quantity 5.03860445 kpc>",
"text/latex": "$5.0386044 \\; \\mathrm{kpc}$"
},
"metadata": {}
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "orbit.apocenter()",
"execution_count": 16,
"outputs": [
{
"output_type": "execute_result",
"execution_count": 16,
"data": {
"text/plain": "<Quantity 8.58625063 kpc>",
"text/latex": "$8.5862506 \\; \\mathrm{kpc}$"
},
"metadata": {}
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "orbit.eccentricity()",
"execution_count": 17,
"outputs": [
{
"output_type": "execute_result",
"execution_count": 17,
"data": {
"text/plain": "<Quantity 0.26038047>",
"text/latex": "$0.26038047 \\; \\mathrm{}$"
},
"metadata": {}
}
]
},
{
"metadata": {},
"cell_type": "markdown",
"source": "---"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "orbit_c = orbit.to_coord_frame(coord.Galactic)",
"execution_count": 18,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "fig, ax = plt.subplots(1, 1, figsize=(8, 6))\nax.plot(orbit_c.l.wrap_at(180*u.deg).degree, \n orbit_c.b.degree, marker='.', linestyle='')\n\nax.set_xlabel('$l$ [deg]')\nax.set_ylabel('$b$ [deg]')",
"execution_count": 19,
"outputs": [
{
"output_type": "execute_result",
"execution_count": 19,
"data": {
"text/plain": "Text(0,0.5,'$b$ [deg]')"
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": "<matplotlib.figure.Figure at 0x1c160fef60>",
"image/png": 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NZ4BBkvBDiCRJnWZw44YFzyU1nwEGScIPIZIkdZqRoQG2bupl1YrA1k29jAwNFL0lqePZ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\ntI8bqVHNjdq5J//wvxBhNPyUCl9S9T2mTd9e0lHQGPwIOk6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4rmXZnNRJuvvaCwY7rmdq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\nATxyUcUl28FKAAAAAElFTkSuQmCC\n"
},
"metadata": {
"image/png": {
"width": 524,
"height": 388
}
}
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "",
"execution_count": null,
"outputs": []
}
],
"metadata": {
"kernelspec": {
"name": "python3",
"display_name": "Python [default]",
"language": "python"
},
"language_info": {
"name": "python",
"version": "3.6.4",
"mimetype": "text/x-python",
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"pygments_lexer": "ipython3",
"nbconvert_exporter": "python",
"file_extension": ".py"
},
"gist": {
"id": "",
"data": {
"description": "Gaia-Gala-pyastro18.ipynb",
"public": true
}
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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