{ "cells": [ { "cell_type": "markdown", "id": "a09f404f-c0f2-46fa-8c98-01347f30c9c7", "metadata": {}, "source": [ "Azimuthal integration workflow\n", "==============================\n", "\n", "This is a demonstration of how to create the azimuthally integrated data array using `pyFAI`.\n", "\n", "You need to already have the following:\n", "\n", "1. Detector images\n", "2. pyFAI calibration file\n", "3. Bad pixels mask\n", "\n", "Then you need to manually find some parameters for the integration. Then you will need to make some batch-scipt to perform the integration on all the files and same the output. The last part I will not help you with.\n", "\n", "Let's make sure that we can open the files and that they have data in them:" ] }, { "cell_type": "code", "execution_count": 1, "id": "26e91b9f-5117-4d4c-b3d6-10abc307d761", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import fabio\n", "import matplotlib.pyplot as plt\n", "image_data = fabio.open('data/frame_123163.cbf').data\n", "fig = plt.figure()\n", "plt.imshow(image_data, vmax=300, vmin =100)\n", "plt.title('Example frame')\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "3166af35-8826-4de7-b0bb-bb7e3bfe9b7b", "metadata": {}, "source": [ "Now we set up a `pyFAI.AzimuthalIntegrator`-object and do a full azimuthal integration of the diffraction pattern. (called 1D integration in `pyFAI`)" ] }, { "cell_type": "code", "execution_count": 2, "id": "b562d1b1-9d84-4ef6-95c2-1a26ac5ed84e", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING:silx.opencl.common:Unable to import pyOpenCl. Please install it from: https://pypi.org/project/pyopencl\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import pyFAI\n", "ai = pyFAI.load('data/online_lab6_calibration.poni')\n", "mask = fabio.open('data/hot_pixels.edf').data + fabio.open('data/beamstop.edf').data\n", "integration_args = {'npt':2000,'unit':'2th_deg','mask':mask}\n", "\n", "tt_deg, intens = ai.integrate1d_ng(image_data, **integration_args)\n", "\n", "fig = plt.figure()\n", "plt.plot(tt_deg, intens)\n", "plt.xlabel(r'$2\\theta\\,\\text{(deg)}$')\n", "plt.ylabel(r'Intensity')\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "574c165e-f9c8-43f4-9d3b-07574b767a2b", "metadata": {}, "source": [ "Now we calculate the expected position of the diffraction-peaks with standard x-ray crystallography:" ] }, { "cell_type": "code", "execution_count": 3, "id": "d571957c-01e6-481f-ada6-1f9c5b087f61", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "from odftomo.crystallography import cubic\n", "A, B = cubic(a=3.98)\n", "wavelength_ang = 0.16756\n", "\n", "hkl_list = [(1, 1, 1),\n", " (2, 0, 0),\n", " (2, 2, 0),\n", " (3, 1, 1),\n", " (2, 2, 2),\n", " (4, 0, 0),\n", " (3, 3, 1),\n", " (4, 2, 0),]\n", "\n", "def hkl_to_twotheta(hkl):\n", " return np.rad2deg(2*np.arcsin(np.linalg.norm(B @ hkl)/4/np.pi * wavelength_ang))\n", "\n", "bragg_tt_deg_list = [hkl_to_twotheta(hkl) for hkl in hkl_list]\n", "\n", "fig = plt.figure()\n", "for hkl, bragg_twotheta_deg in zip(hkl_list, bragg_tt_deg_list):\n", " plt.plot([bragg_twotheta_deg]*2, [100, 800], 'k--')\n", " plt.text(bragg_twotheta_deg-0.2, 850, f'{hkl[0]}{hkl[1]}{hkl[2]}', color='k')\n", "plt.plot(tt_deg, intens)\n", "\n", "plt.xlabel(r'$2\\theta\\,\\text{(deg)}$')\n", "plt.ylabel(r'Intensity')\n", "plt.xlim([2.6, 11.5])\n", "plt.ylim(80, 950)\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "1141ae78-772c-4f74-bdf8-55c8a3046db8", "metadata": {}, "source": [ "Next step is to define a set of ranges that cover the peaks. For this data, we have very well-separated peaks, so we can just pick a constant width." ] }, { "cell_type": "code", "execution_count": 4, "id": "18adee7a-161f-4182-a75d-99c088ea49f0", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fixed_width_deg = 0.4\n", "tt_ranges = [(tt_deg-fixed_width_deg/2, tt_deg+fixed_width_deg/2) for tt_deg in bragg_tt_deg_list]\n", "\n", "fig = plt.figure()\n", "\n", "plt.plot(tt_deg, intens)\n", "for tt_range in tt_ranges:\n", " peak_indicies = np.logical_and(tt_deg>=tt_range[0], tt_deg" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "integration_args = {'npt_rad':2000, 'npt_azim':360, 'unit':'2th_deg',\n", " 'mask':mask, 'polarization_factor':0.95}\n", "cake_data, tt_deg, azim_deg = ai.integrate2d(image_data, **integration_args)\n", "tt_stepsize = tt_deg[1] - tt_deg[0]\n", "cake_imshow_extent = (tt_deg[0]-tt_stepsize/2, tt_deg[0-1]+tt_stepsize/2, 180, -180)\n", "\n", "fig = plt.figure()\n", "plt.imshow(cake_data,\n", " extent=cake_imshow_extent,\n", " vmin=100, vmax=500, aspect=0.03)\n", "\n", "plt.title('Azimuthally caked data')\n", "plt.xlabel(r'$2\\theta\\,\\text{(deg)}$')\n", "plt.ylabel(r'$\\eta\\,\\text{(deg)}$')\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "0a9f95a0-2193-4866-bedc-59f8d283a1da", "metadata": {}, "source": [ "This is a nice flatpanel detector without gaps, but if you have gaps you need to mask them out in the texture tomography reconstruction later.\n", "This code snippet tries to do that in an automated manner by finding all bins that have less that half of the pixels expected for a bin at a given radius." ] }, { "cell_type": "code", "execution_count": 6, "id": "41de9e67-7f4a-4142-9da6-7740900b65cd", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_3275806/327119571.py:5: RuntimeWarning: divide by zero encountered in divide\n", " n_pix = 1/variance**2\n" ] }, { "data": { "image/png": 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gwIFJ554xYwbOOecc/POf/8Sbb76Jyy67DLfffjs+/vhj9OrVK+e1M8awzz77YObMmb79vXv3dr1uzb9VPv9dKnR8UEpx+OGH495778WyZcswfPhwfPDBBzjxxBNx6KGHYvbs2ejRowcCgQDmzp2b1mjZ2sjk3/vll1+OE044AS+//DLmzZuHP/7xj7j99tvx7rvvYtSoUc2aP5Pr3nbbbfjjH/+IX//61/jTn/6ETp06gVKKyy+/3KV4Dx06FEuWLMGrr76Kf//733jxxRcxe/ZsXH/99bjppptc80+ePBlPPPEEnn76aZeS21agCIkPrrvuOvz1r3/FHXfckdAnGbTX4JiLUpAOUgGR4Jxj+fLlGDFiBADYvzDKy8sxYcKEvF67T58+WLJkSUL74sWL7f7mwvu+AGDp0qUZVVScMmUKdu3ahdtvvx3Tpk3DPffcgyuuuAKAIJWASPVr7uexzz77YJ999sF1112Hjz76CAcddBDmzJmDW265JeV569evR319vUslWbp0KQDY72vAgAH48ssvceSRR7ZIFVqpEDnn9q5BQSFfMAwDAFBXVwcAePHFFxEOhzFv3jxXqu3cuXNd5/Xp0weMMfzwww8uVcTv+yYV0n0/5gMDBgzAlVdeiSuvvBLLli3DyJEjMWPGDPz1r3/N2zW8eOGFF3D44Yfj0UcfdbXv3LkzQV0vKSnBGWecgTPOOAPRaBSnnHIKbr31VkybNs1VNuGuu+6Cruu45JJLUFZWhjPPPLPF1t8cqJCNDwYMGICzzjoLDz74YII0V15eji5duiRkw8yePbvF1vPkk09i165d9usXXngBGzZswLHHHgsAGD16NAYMGIA///nP9peCE1u2bGn2tY877jgsWLAA8+fPt9vq6+vx0EMPoW/fvll5G7x4+eWXXV6OBQsW4JNPPrHfVzK88MILePbZZzF9+nRce+21+NnPfobrrrvOvul269YNhx12GB588EFfL1Cqz6O2ttb+gpXYZ599QClNSMn1g2EYePDBB+3X0WgUDz74ILp27YrRo0cDAE4//XSsW7cODz/8cML5jY2NOdeFWb9+vSuTqLa2Fk8++SRGjhyJ6urqnOZWUHAiFovhzTffRDAYtMO4mqaBEOJSjVetWoWXX37Zda78//wvf/mLqz3bLSfSfT/mgoaGhoS6PwMGDEBZWVlG3we5QNO0BGXy+eefT/C/bdu2zfU6GAxi2LBh4Jy7soUAofA/9NBDOPXUU3H22WdnVAahNaEUkiT4wx/+gKeeegpLlizB8OHDXX3nn38+pk+fjvPPPx/77bcf/vvf/9o3w5ZAp06dcPDBB+Pcc8/Fpk2bcM8992DgwIF2ui6lFI888giOPfZYDB8+HOeeey569uyJdevW4b333kN5eTleeeWVZl372muvxd///ncce+yxuOyyy9CpUyc88cQTWLlyJV588cWcCmsNHDgQBx98MC6++GJEIhHcc8896Ny5M66++uqk52zevBkXX3wxDj/8cFx66aUAgPvvvx/vvfcezjnnHHz44YeglGLWrFk4+OCDsc8+++CCCy5A//79sWnTJsyfPx9r1671zeUHRIrtpZdeitNOOw177bUXDMPAU089BU3TMHny5LTvaY899sAdd9yBVatWYa+99sKzzz6LRYsW4aGHHkIgEAAA/PKXv8Rzzz2Hiy66CO+99x4OOuggmKaJxYsX47nnnsO8efOw3377NeMTFdhrr71w3nnn4dNPP0X37t3x2GOPYdOmTQm/UBUUssUbb7xhq6ObN2/G3/72NyxbtgzXXnut7UmYNGkSZs6ciWOOOQZnnnkmNm/ejFmzZmHgwIH46quv7LlGjhyJn//855g9ezZqampw4IEH4p133sHy5cuzWlO678dcsHTpUhx55JE4/fTTMWzYMOi6jpdeegmbNm3Cz372s5znT4Xjjz8eN998M84991wceOCB+Prrr/H000/bCrDE0Ucfjerqahx00EHo3r07vv/+e9x///2YNGmSy+wrQSnFX//6V5x88sk4/fTT8frrr9uG+oKjQNk9bQbOtF8vZNqWN6WqoaGBn3feebyiooKXlZXx008/nW/evDlp2u+WLVsS5i0pKUm4njfFWKa1/f3vf+fTpk3j3bp140VFRXzSpEn8xx9/TDj/iy++4Keccgrv3LkzD4VCvE+fPvz000/n77zzTto1pcIPP/zATz31VF5ZWcnD4TAfM2YMf/XVVxPGIcu037vuuovPmDGD9+7dm4dCIX7IIYfwL7/80jXWm/Z7yimn8LKyMr5q1SrXOJmud8cdd7jW/atf/YpXV1fzQCDAe/bsyY8//nj+wgsv2GO86a8rVqzgv/71r/mAAQN4OBzmnTp14ocffjh/++23074v+ff77LPP+Lhx43g4HOZ9+vTh999/f8LYaDTK77jjDj58+HAeCoV4VVUVHz16NL/ppptc6cuZfqYSffr04ZMmTeLz5s3jI0aM4KFQiA8ZMiQhjTlZ2q9f+qA3ZVJh94Nf2m84HOYjR47kDzzwgKvcAOecP/roo3zQoEH2v7+5c+f6pvA3Njbyyy67jHfu3JmXlJTwE044ga9ZsyartN9Mvh+Tpf36pfM6r71161Y+ZcoUPmTIEF5SUsIrKir42LFj+XPPPZf2M8v0e15C/r8r0dTUxK+88kreo0cPXlRUxA866CA+f/58Pn78eD5+/Hh73IMPPsgPPfRQ+3t/wIAB/Pe//73re8Tve7+hoYGPHz+el5aW8o8//jjt+2kNEM6VW02hdbFq1Sr069cPd911V173vSk0DjvsMGzdujWh2qyCgoKCQnooD4mCgoKCgoJCwaEIiYKCgoKCgkLBoQiJgoKCgoKCQsGhPCQKCgoKCgoKBYdSSBQUFBQUFBQKDkVIFBQUFBQUFAoOVRgtRzDGsH79epSVlbVIGXAFhXyAc45du3Zhjz32yKiYXVNTk2uztFwQDAZd5asV8gf1/aPQHpDp948iJDli/fr1CZuhKSi0VaxZsybtBoFNTU3o16cUGzcn3zAyG1RXV2PlypWKlLQA1PePQntCuu8fRUhyhCzNO77iDOgkCDAO6DrATJBwEbhhApSABHTwmAFSUgREokBABygFYgZ4WQlIQyN4URjgHIgZYJXFoLVNYCXiS5xGYohVFUGviYAV6eABDVpdBNEuxdDrxX4F0YogQjsiiJYHwTWK4I4mRLqEQUwOvd5AY7cQAvUmtChDQ7cggjUmCOdo7BJAeIcBMKChu47gLga9gaGhWocW4QjtNNHYVYcRBoo3M5hBgoZuFMFdHKEahqbOFNEygvB2Dr2Ro6EbhVEMhLdxBBo5GqsoIlVAoA4Ib+dgAaChGwEr4gjUEIRqODgBmjoRxCo5CAMCOwkCDQA4ECsBopUcZgkDOKDXUWgNBFpU9IMCZhAwizmMIg5eZIIEGUA5CDg4CAjhYiwAEIAQgGomCOWglEP+uGSMIBbRwRp1kAgFGEHZSopuDy4Qf5t2CgMxfIjXfUtJexGNRrFxs4kfF/ZFeVluUd3aXQx9Rq9CNBpVhKQFIP+eB+M46AgUeDUKLYHaM/bHmzc/Ao20X4dFbR1Dn31Xpf3+UYQkR0iZVCdB6DwAaATQg0AsCkKD4CQGogcAQgFNA0gQAAcPFoEYJhAMgpMACGVgoSKQhghQXATOKIjGwUJFoPURsLIyhEwCogFGSRH0XRGY5eUIgkIzgWjnMIoaDKCoBLQoIIhJ1wrolCBYH0NTdTGKGhko19FUraOk1gT0ACKVGkprTPBgAJEKirJaBk6Bpl4aincxUJOjYU8NwUaO4p0cTd0oOAUqtnOYQaCpL4VezxHexhEtJ2jqShDexUG2A7FygsZuQKCOI7QNMMMEkT4AjQHFDQAaAaMYiOwp2kIRILQDYDpgVACRzhxalIAaQDgCIAKwAMBCHKxEcD/CAGLxBA0AZQAaAN4IgACcAqBcPBOAE/EaAJj1/7dBOEBgPThAAVrKQSo4QDmiRgg6DQEsP4pBQWB9RtnI+qVlBKVluYUBGFQYoSVhf/8gAJ0oQtIRUbIrgFApQzFt/7frdN8/7f8dtkVwJgiI/EWtaYBhCOXEMMVrADBM8JIikKYoeDAAEjMBQsB1CtIQASstAmmMgesUIAS0IQqjIgytLgoW1MA1Aq0uCqMyBL3eANcIzLCG4M4oohVB0BgHYQyRqiCCNQbMkIZYGUV4u4FYqQYQILTTRLSMghpAqIYhWkahRYXyESshoDGCcA1DrJgiVgwEGjjMIEG0lECLcgRrOYwwEKMENAronMMIE1CTg0Y5dE7AAgTc+pemNwBcA0zrxzIxHW0hizAA0CIAjYrzmKOdMIBGxLVYgIt+CnDqUC84AWEAOEBNgJsExCInhHJwSgQ5sf4+hIjXgEVgTACUgJsc0DnMIg4aDIA1tWNC0gyYnMHMURQyOcvPYhQyBtF1aF27wNiwMf1ghTaP0LYm1PEYihEs9FJaHIqQ5BGccxBNB0wGaFTc8CyZTfRRIBoDwiGQmAEEA4DcolvXQJqiYKVhkMYoeFEQxOrjQR2kMQazLAStIQYW1ABKoDUZMEuD0OpjYEU6wACtyYRRokOvN2AW6+AM0BtMGMUaaISBUgqjSIMW4TDDgizoTRxmiICBQI9wmAFBKLQowDSAEQJqCJWB6QC4IBJmQNzFaUwQChawBAaDg+mij5gcIMQ+jxrips8DjtcQ1+GamFeOYUFBOggHaIwADCI8ExJhHxAADCAGQBmxFRGxFg6uc0DzkBUnJFm3VBHnM6HiAQKYZQSkohzwbEPe0cHAwZAbI8n1fIXswQ1DkZEOBH31Znwe6YRjiiOFXkqLo/0GpdoqCBEKiaYBpgmiC3WE6JKoaEI5YRxcoyCGCR4OCpWkKATSFAMCuriRMwA6BWkywIsCoI0xsLAOYopfnSyggUZMsJAOEmXgujBHUJODBTXQGAPXxI2amAALUKEcIH7z5w4iwKlQIgjjYBoRx1yQBQmmxSU3Tq1wCRFEhVj7gLKAuCY1OLhOBFGxiIYZFsSFRq3XQaGMUFOoIgBgFAkyQg1AayIgJoEZ5DDDXBAUJkgQMeLvRZAXsQ5JQIhJQGIEJErFs0FAmJRaIBasCRUEGgfROYjGQLQ4GQEAEjLBe3RpkX8uCgoKCqlgbtuBV3eMLPQyWgWKkOQRhBBBNjzmI865MLCaJqBrIlQTCoBEYyJUE4mBhwJCPQnoAGPgMtbGuSAlMVMoJTETPKAJwkLjY7hGQAzxDIskcEJAOKw2cZMWJMIKW8j1WdfictlWCEOSEenRYJogO5KAUMNSUHRLJSGAGSRWqEgoMOBWn24pKIYIu7CANTeLX4dZeh2xRCOmi/NAAGrK92K1WyRJhmY45WA6B9e4TZQIgyB1RKglPMDBA8wmIPa/fi7GcZOAm1Q8M/EAAKpz7BqQ3gza0cDy9J+CgkLzwWNRvPb5iEIvo1WgCEm+wLitikCjtirCDVOoI7GYCNEYplBAYga44xkxQ5ARwwTXNBDGhEHW5G5yQohQV4i4JqfEUikcZiEC6yYdH2O3W5DkQ5zPhUrCYIc9iMmF6sEE0WA6sUMxnAhFQ4ZoCIftESFcjhE+Dk7lOqy5pdpiZcdwirhqI19zcU2uwQ7LCMIhFRzrHCrWwHUOwgioQeLtQQ4WtMI2BEIZYQBMIh52xo2lhFAIZURjoLpQSajOQCkH1UzsGKy5P+PdACbneXkoKCjkhm7/03cLP5YiJHlCwpZAhFjKCAGYDOEwi6wIYysxTHBdkhjNaqcgjIFTCpgc0CRhIPa8AOLqiPMmaWWSiHYkjrONm0SEcHQiiIfmIA/WDZ/pVptUSGylJT7OJj3yM6CI3+httcVBfmQmiyQjDhVGEhPCBckALC8JEX4QIK6ccD0+p1RvOI2rIwAARuLX0USf6/ORoRtJRHRmh2vsMZyAA+CMomFPA1rnTlBQUFBobXT+dCu+jeWnUGFbhiIkeYKdziQ9IpoGMA5CHdk2gKWkUBGW0TXhB5FjvORCTOx7Pe5tp+52ebPnVIRrpEohXoubOmFWqIc7lAlXKAcu0mETCvg8O48tYsJJnGg4lRFuGVyBeEhIhmNsUkPia5Lrc81BHWM5ifdLwkPihlbCHd4RygGdiYdVm4RzAIyAW6k8hIhsHEI4KOGgGkOgIoLIiL6+f4uOCmlqzfWhoKCQG9jyH/F/q35a6GW0OBQhyReoZWaVYEId4VIdcY0T5IMwt5fDpWZYoQfATT64h4dwEm8TnpF4GIdrjmtwuFQL17N3Hs84+/pJyIgkHl4VRXQ6yY7jHOo532durnG7zzbQwjO3pX7YKo6liMh+MZ7H25wfolRHKLfJiSQzkohQTYRtNJ1h05gQQB1/yw4OBg4zx4ciJAoKuYPHotjw976I8Y5dekARknyD8XimDSAUEmYRFcv/4fZ7xA2nLlAk9yxI4uLjH+GE2OqEeJ14uk0eHGZWOQ/xnutDPuw5PPPL+h7yYZMOJ9mR93MfP4uLjBAxObdCKDahcSgoCXM41+p9TRykQ2bXEC4+ek5ExVad235kzonrz0IIR/3gCPS+qky3goJC66P6zfV4p7G40MtoUShCkk84s2vidzYRkpHEg/owBEISSUWKMUkVE9cN2eMxIZ55vTd0B9Gwb/7yWlKlSEZKPP+KvGqHTWxkCMiP8DjnchIIe+3Ws3NeR2punNRwh7LE3f/CKSwiEv9oCOUijEPi51PCQSiLf3RElJcvqWjCpiN6YHeBCtkoKLQdmGvW4ZLXzyn0MloUipDkG36Ew6mQOJAQrvEhIpwQ/78ScZMRSTaI/FnPktwIfEI+cm1eUuI9j/goEwnH3KfNJyTjp+Bwz9hU3hVZa0T2Ee4lKG6S4VZL4u3SKyI+AkFGrI9DZNg4+ill2La/Ab136s3pOgpUlo2CQtsBNwzsNbcObzZ03C0CFCFpDfhtt5wsHOMN5yRD/Oe7q55GWvXECe4ZR3zOcagjfvPFSQRx3exdJMJxTkpjrIMouAiMRx1xhXicJMY7t8+8tjriqN5KqOOjtpQZJ0kR4pR4XdqtHpsm9k79t1FQUFBoCXy9BL9569xCr6LFoAhJIZDJzcxXLYGrGFriOYjfnC3FxUsA4pvMuQmE37USQkfJCIXj2E8JSVA+Uigo3j6/UI0kFm4FhTvm8lFHpGLiCAW5qrESpxKSSEYo4dAIR0AzsW1cDNqQgf4fXAcCy9NDQUEhP+CGgcGP1OPx2m6FXkqLQBGSlkZzyIdviMZLDpxKCImTDEBk9yTc2P3Gy5u5e3yCupGEeLjUEXiIRwZqSIKXxCIMvucDiXMjfk58XelDNTYRcY6znqVVR4ZqSIJawlHVdRfWHN8VNBxGR0auGTbyoaCgkD/wz7/Dnx8/FTWssdBLyTsUIWlB+G61nIJYAD6qhCfbxlY2nP2u873XS/Ha05eUAHiP/eZJ0peg0PiSkMRrueZwnus0t/id47cWEldHiNVPHORDcDJ3aMb5mgDC6Eo4KAGCuonofnVoPHwfdGSYPD8PBQWFPIJz9Hn8B/xi+SmFXkneoQhJvuDZv8bX3JpwTuoxvtk2Kefznu/uc3ovUhIXp6LiQ0TcJMVHHUFyIuK9lrudpyQsrrmcBMV+zV1z+ZOReOYO4AjV2GpIIjlxkhE5vktFHVYfS6EN6g8FBQWF1oSxcRN23rcnnqurKPRS8gpFSPINkUvq35eOpKQgIC7/iO0N8SgnzrHp0ogd10wI1/gci7FJ+pKoJV7Fxc87Io991RFi+27d6ohnTEbHgE1OiIOcxMkIHGTE8YC7zc7CAdB90Fas+Wk1tKoqdEQoD4mCQttFyT8W4Ia//gJrjbpCLyVvUISkQOBecpIqlJOSqBBPCMc7j/s4WRZOOt+In/LhvXZKFcSHfLjbfdQROU/Sc511Sny8I151BJbqERd/rLbMQjXyWLOISUgzoR+0HduPGwwSCqGjgYHAzPHBEmKGCgoKeQHn6PeXb3HYh5ciwmOFXk1eoAhJPpFKAckm/JKKjKSYJqWi4f1LpyQf/qQlW59IglqCxPa8qiPetXkITzxMA5c6ItvShWpkm7OvU0kDth/fiMhh++xWZeUVFBQKD3NnDfa6vgYnLTm50EvJCxQhaQ2kMbK6iEw2fxHnWM+UqYhEJiEatxLiniNjkpKH9ozVEXu8Qx2xXieoI5b6IdrcIRk5zhmqAeIExK2aiEf/7lux6nSAj907O+LZxsF4fh4KCgotB3P5Spg3dcNl6/cv9FJyhiIkhUaqG1hCBo2/cpJYL8S/L9W4VIpJ/Hw4SApJQRYS211zpSQXVrtrfJbekYS2uPHVTU7iRlbR5g7VAHAZWZ3qiHymEO3DB6zD8rPCoD8Z2mFISa7hGvlQUFBoWdD/fIFFfxqFu7YPKPRScoIiJC0Nb5XWdH6QpPMkCaMkzOG8VpJjpFJGmhGuycOYjDwjyFEdkW1yuKPPqY4427xGVpc6AreCMmLvVVh6Tjno8MEdhpQoKCi0DxT9cwFeuPNozNnZs9BLaTYUISkkMiQnqQiI66buDP04CYHjr5xJ0bNUx80mIElVFJ5AOtzneYqb+cybuj+5OiKOYT/7qSNyPHU8AI9KYislDKNGL8eSCyoFKWnnnhKlkCgotC9UPjkfc6efiFk72+eu5IqQtCTSeUeS9WU4LpmikpQ0pBiXrACa31wZhWu85/qsJylxSdnvqcoKR7uzPwN1JCHFN406Ivv81BH5TAnHmP2WYvGl5aAjBoPous+H0D7AOMnLQ0FBofVQ+eR8PHf1sZizsydM3r4S79stIbn11ltx4IEHori4GJWVlb5jCCEJj2eeecY15v3338e+++6LUCiEgQMH4vHHH8/L+nyrtCYfnFlfsmFOEpFyrsR5ExQTv/HEn1wkvdc45kxGOlz9aRSQBAXF7xzfNk9mDZKrI/K0XNQR2aYThkN+shjLrg6C7T+8w5eYV1BQaFsIv7oA/zh/Ambv7NeuUoLbLSGJRqM47bTTcPHFF6ccN3fuXGzYsMF+nHzyyXbfypUrMWnSJBx++OFYtGgRLr/8cpx//vmYN29e/hecru5ImnbfkvJpkMzQmoxIZBQmSkYe0hAQ/7BMXOFIaWb1uW5C3RH57CEZznO86og4dj87j5OpI35jnOQEADTCMb7/cuy8rgGNR+wDWlaG9gYVslFQaL8gH32Jf08Yius374/NZn2hl5MR2q2efNNNNwFAWkWjsrIS1dXVvn1z5sxBv379MGPGDADA0KFD8eGHH+Luu+/GxIkT87peJxKKoiVDBqQlWxNqXvwj6cIu3vZ0/Snm9fpNEtbnB8c4Z7jG+exHStLVHZHPMrMm3sY8Y+KvR3Vdi23TdmBlr73R/cUlMLfvgO9OzW0QJijMHH+zmHlai4KCQvYwNmzEon0JJrx0Pp4d+SiGBosLvaSUaLcKSaaYMmUKunTpgjFjxuCxxx4Dd9wM5s+fjwkTJrjGT5w4EfPnz086XyQSQW1tresBwE0eMiUc3rEt/NfIuP6Iz7EvCWjm2KTm1BTn+5GhlPO4FA/57JdJ4znNQ07ksfOZJCEn8lhzhHE0wlEd3oVxF3yOpdP2gt6nd7vxlfA8+Ee48pDkFUm/fxQUkoFz9Dj5e/zy1ivxVbSpTftKOjQhufnmm/Hcc8/hrbfewuTJk3HJJZfgvvvus/s3btyI7t27u87p3r07amtr0djov7Xz7bffjoqKCvvRu7fHzey3j01zUkCd0yRL+SX+Y1xEIZu/cAZqh6+RNs156VSUjLNrMhyXrky83Qf3sa9i4hkjQzKZqCMSlDDo1MRPj/gEG+8LIzb+Jx2y1LxCyyPt94+CQhJ0fng+ph08GU/v6oYa5n9/KzTaFCG59tprfY2ozsfixYsznu+Pf/wjDjroIIwaNQrXXHMNrr76atx11105rXHatGmoqamxH2vWrIl3ZkI8WrM+RVI1wZ+8ZDNHxuGbpP2J4Ze02TV2v0/IIyE0k7zPndDkJRiJ7X5hG8CPnLjbNadqAgZKOCb2Woyh07/BmitHQ+vcqXX/PWQJ5SFpe0j5/aOgkAbG2nV4ekgvjPzX77C1DfpK2pR2fOWVV+Kcc85JOaZ//+Zv9z527Fj86U9/QiQSQSgUQnV1NTZt2uQas2nTJpSXl6OoqMh3jlAohFC+ft1mWlE17Xj4HqdDRgXR/NqyCd+k6s/GR5JiXHPCNa4+uMd4zayutjTkREtQSrwKCkfnYB1+/rN38dK4Eai8ux8C//0S3DDQ1mByCjMric1vjjwtRgFAnr9/FHZb7HXJApx915n4/duvYFw4ghAJFHpJANoYIenatSu6du3aYvMvWrQIVVVV9v/Q48aNw+uvv+4a89Zbb2HcuHH5u2iOv4CzCsFnQmqcw7nP/OmIhwPpiIf/RfPQlo6gePq84Rpx7B+m8RIOV1uW4RqbpIC5nmX76X2/QMPdQTz95qEYfO9qGOvWtxvDq4KCQvuGsfJH3D5gBNZdcyAWXnZvmyAlbSpkkw1Wr16NRYsWYfXq1TBNE4sWLcKiRYtQV1cHAHjllVfwyCOP4JtvvsHy5cvxwAMP4LbbbsNvf/tbe46LLroIK1aswNVXX43Fixdj9uzZeO655zB16tRCva0WQVo1pTlhmzSKSFZZNAnjkqf7utflCdPAxyPiE95JRj78vMi5hGv8+jXiJiUVWiMuPe4NVL9Qgy2/OaBN1SxhIGCgOT5UyEZBoS2j5x0f4cReY3DU9ycU3PDaphSSbHD99dfjiSeesF+PGjUKAPDee+/hsMMOQyAQwKxZszB16lRwzjFw4EDMnDkTF1xwgX1Ov3798Nprr2Hq1Km499570atXLzzyyCMtl/Kbi1riih8kac9mjjQkwp9kpLlYOmJij0skCb66gO98PPmYVGnBHv9I6lp06bNrXM9ZhGvEOHe/Bo59y3/E2N+twN9OGQM2uxuK/rUQYIVNms2HB0R5SBQU2gE4Bz1yDU7oPAHnzF+I00trCrIMwrnSiHNBbW0tKioqcGSnc6BrIZFlQ4UBF4QAmiaeKREb7REi6pBYx1bRC3BKBdGgVNz47WMA1DqHEPFaI3b5dk6Ja4w4jpd355rjmMq6HsQ+5hSiz2oTx452VxtJaIM9p/scWwHxzCOOeeK5rjl4wni/YxAuPifHMyEAKLczbAgVplJC4zv7Usriz7CMq5SBEkCjDESm7hIOjTK7+iohHLr1moJDp6Z4bRlXA9S02zXCoRMTAWKKPutZIwwBu10ca+AIEAOUcASJ8JLM+H4Cut1XBP3dhXn5d2rwGN7HP1FTU4Py8vKUY+W/6X99NQAlZbntx1O/y8SJI37I6LoK2UP+rQ7DSdDbgOSu0DGgDR6IGfOezFvdktpdDFV7rUj7PdBuQzYdCs1UTjLegC/hvHTrybAt3ZwZKyZp1uMdl1EYx/9jJV6FJUWfV9lw9zHf117VJOE8n/a4UiKeA8TEH4a9gV8/8DJWPTsC5uH7Jl1zS0KaWnN9KCgotC+YS5bj8r4H4phJv8Bqo67Vrqu+LVoStO18vC1BQnIiHNkSmFRrSRV+SXGaPSYJEfEi3/4RLQlpEecwhEkMd+z7D1z44ItY94/hiBy7f84m6WwgPCS5P7LBunXrcNZZZ6Fz584oKirCPvvsg88++8zu55zj+uuvR48ePVBUVIQJEyZg2bJl+X7rCgoKAPgX3+KCvuNx3FFnYGms5dOE284dUyEzZHFDSvvjtDn3tnwoHLnM52d8lU1eQ2uqaTIwtLYGNC+5gUd5AUMJjeDPI17AFX95Go3/7ovaMw/okIXVduzYgYMOOgiBQABvvPEGvvvuO8yYMQNVVVX2mDvvvBN/+ctfMGfOHHzyyScoKSnBxIkT0dTUVMCVKyh0YDAT5rdLcNnAwzFp/+Pwcn1pi12q3ZpadydkksJro5VurHmvCN5copOKfKTItEl6SpaGVi+yNbT6wU4TdpheKRjKaQw3D/wnojdrePaysVjw4mj0fnI5zE2bM35/2YDlYS8blkIF8uKOO+5A7969MXfuXLutX79+9jHnHPfccw+uu+46nHTSSQCAJ598Et27d8fLL7+Mn/3sZzmtVUFBITl4LApj3Xo8+JMReJAQbPxbb3yx/zN5vYZSSNoqWkqaTzNv2hTelHNn1pY1mcmVmMghLfCResM0zYGXgPiOIdJfYqCcNuGCbv/BfRfNwbHvLsGy+8eCj/tJs6+fDPn0kHj3X4lEIgnX+9e//oX99tsPp512Grp164ZRo0bh4YcftvtXrlyJjRs3uvafqqiowNixY1PuP6WgoJA/sIYGsPp6VJ+5BscNPxxjr70YMZ6fjEBFSFoLOZSVJ+kSoXKMN6RTYHK41zom8btudhfzLRmfwXUShhQoPBMnL+lVknQIEBOdtAaML1mCvx03G7976lnU/7s/tlw0TpSkzwNyr0EiHgDQu3dv1x4st99+e8L1VqxYgQceeACDBg3CvHnzcPHFF+Oyyy6z0/s3btwIAL77T8k+BQWF1gGrr4e5Yweq/r4QJ+83CZPGnYBrNo3MaU4VssknnBvrpS504d/OebxPHmdCNhi3UoEhCnrItFj7eumnSL7WPM3jN7VVKTYlzUgZkknRlQkx8bz2hmEy8aKI83IvJqTBf45Uqok4j6OT1oSuWiMeHPI0tvy+BJ9e2g+zPzgS/V5iCLz9RcHrmQDAmjVrXOl+fuXPGWPYb7/9cNtttwEQtYW++eYbzJkzB2effXarrVVBQSFz8FgUxgbxg+Cb46oxKXwSeDCAg5//Gv/XZUlWcylCki8092d3BudJBSPtfjKp2hPmzGxcurE5hXhaApKQWfCSikxJRiqkIyDekvHZQIZ+/DJw0l23gpqooLUYHPgSRxzzPbYcVYYnNx2IL94cit7Prge+z24tJicwc/xjyvPLy8vT1iHp0aMHhg0b5mobOnQoXnzxRQBAdXU1ALHfVI8ePewxmzZtwsiRI3Nap4KCQu6QxAQA/nfSEBxXJELJi39eAuAPac9XIZt8gXOAs7iikSrM4uxzHrs3WxHPzFEWPdmU1jVd/T5js9sXx2eeLO/l6a4n+32HNfc+6DmPWxeRRIT7LCqBtCSZWioozPJFJHstIQ2hmRCTZObRTOp4eMlLgBD00WPYO7gNO6NFCG8DsGVH2nn81pSPR6Y46KCDsGSJ+xfV0qVL0adPHwDC4FpdXY133nnH7q+trcUnn3yS3/2nFBQUcoax8keY3y0FNmzB6Uf8L6NzlEKSbzDuH2ZxhmPyAY8SkMtYwnl2mTxp4Ltpn2MNvv32OGINsMbL1wAIJ24fifN9OcY1F4wTlzmVZzkn4yRlhI2BIF3dU5MTaEnmYJxCI8xWSuR6TRBo4DbtmbNjNB7773j0fAcoW7oTPTYvQ2R79oSktTF16lQceOCBuO2223D66adjwYIFeOihh/DQQw8BAAghuPzyy3HLLbdg0KBB6NevH/74xz9ijz32wMknn1zYxSsoKNjYeuE4nP7btwEAAVKL07SvcVcG5ylCUmg4iYCfhyQTWB6S5NewnhxEICUpALIjPMkum+QaGa8h24sB9rq9Hx/nJONwTbJRgnDwpK/tdhCXLmCCgiLu4zA5zdh3ks5DIvFDrAq//+ZUkHeq0G1hPYau3wBzwyaYMpulGS54xqmt/jQXLIudKfbff3+89NJLmDZtGm6++Wb069cP99xzD37xi1/YY66++mrU19fjwgsvxM6dO3HwwQfj3//+N8JtaFNCBYXdEU0njMGoGz+HBoYDy57G5NJau692V1FGcyhCUmjkQzlJZ3zNA7lIBhepaMHrtATkrTJbJSRfEIqHP1EwLTXF9BnjPO/pHWPxzAfjsMd/gD2W14Ks/h7mjh0w8rC+bEMu/nNk97kef/zxOP7445P2E0Jw88034+abb85pXQoKCnkA1bD00ZE4bOhS7FP6Nq7otCKn6RQh6QhIp5A40QwC5Kdk+KobftP6kJS8KiP2ddKTCvnW8x09yxVeBcV3jEVCTFA0cQ13rjwWa97fE90/jWHID1vAVq0Fi0VbacUKCgq7M/TevbD9oRC6Ftfj1T73Y3gwMwUk7bx5mUVBAchNIUl1bsq+DNSNLBQQr1oiwzKyXb62n0FAwWHa7YI4ME5BiZk0rOMHGcoRBIUlhHY2GhW4/ftjgP9UocuXEfRbsgrGuvVpqEzzwYCcs2xyT4hWUFBoK2g6YQyMKVtRFW7EWwOfRikNA8gPGQEUIWkXcJlOeZq7fo5m12Z5SzK9ZrbnNpOI2H6RLIiIV2TKhkhkNr8wq5o2UZGKB0kbFFkV7YK7vz4SRR+WottXjQh8lb+wTMo1Owqb5TKHgoJC+8bOX41Dw09rcGDPr/FgL1kVOf++LUVIWhKMAVq6vIrmI112DGEAz/TyuRAN15pSZ9hkNHeq8Sn6/EIx9ml2uEaQFfnszawB4tkrzudEVQSedvioJYKEeMmIH+yxoNAgCMt6owIPfHMowh+VYs/PG6F//qWojpjkY1NQUFDIJ3acMw7bj2rCT4d+jLuqv2jx6ylC0kGQTtnI2bfRHMKSLaHJVLFJSU4SVZFkGTZectJakOm/pk1sRDqvCQoNDFuMMjy69EBgfiV6L2hCYMEisX9Eq61QwLkXTS5zKCgotC/UTx6LdRMZThn9CWb0+LzVrqsISaGQLMU3H47LtHVHMg/LZGpozZQQZaqgZKy0JOvzGetHQLinn8F/ozwma304vCJOj0jcO+JUS+KGVflskxHLH8IcZtUYo3hyzQHYuqA7enxkIPyBUEQK5cNgIGA5pk3ler6CgkLrgR/4E/xwehHG7r8EH/Z7r9WvrwhJayJbsuEiKmieYTQLcpKeVPiEiJqlnHiKn8EhePgSkRRekGxDOEkybbxmVr+U4FyNrclCNyYI/rNtMD7/YgB6fEjQ/63FMHfsKLghVCkkCgq7B/See+CH3/RB8cjt+GG/Jwq3joJdeXdBS+SYMsAu+emqVprmWlmQmlzNrb6KSMZKSCJhkccJ1Vpd432IS6o+C3GviDC2JiMemUCSE/fc/j4SxinWRSvw6pK9Ufa/Ygx9bS2MVauVR0RBQaF1QDVsvWAMduzN8NVP77ayZgoHRUg6KNKWg/e52Sc9TtZvXytNcbRcQjIpDa5+fhG3edU1PImx1X1+nIxka2wF4mEbMw2JiXAd723YCxs/r0b/VxpA5s+HkUVV09ZAfgqjKYVEQaEtgv5kKNYeXYVbL3wcJ5Y0oCWyZrKFIiSFhCOFl3AO7nvs8Dk4FJBs9p9xjs2qfLxrjjS+kUwNrpkSHj8fS6pxrj4fhUV2eciIHzmRJMQbtknnI/EimY9kdWMn/OeHQej0ZhgD/vEN2K5dKT64woFxYhGt3OZQUFBoO6DhMLafPgpbjoxgxVGzC70cFxQhaW2kqyPSDDhJSwJJgOM4Q39IVopHMxQT3/604Z7kJCMVsfFVTDw+kmz8Iql8JOBw+UhEEq94ZhA398939saqhb0w6OmdYF9+UXCfiIKCwu4DbfhgbBjfGU9cPRMjgoVXRLxQhCTf4E6DRxtFMrNspioH/ElFMiKSkmA4IDmFqz8HH0lCgTSfPm89EsYBiuzDNgBsIsKsdTuzberMEOav7wv935UY+HTbVUWcYHkI2ajCaAoKbQCEwDxsFJadTbDi6NloC+EZPyhCki9wntxUmqkq4uQyrmNulxFNqj44S406yYCjOFqycI3vcRLy4a4a6/O20pCWrIyvmYR05GIdbZwDxGZIVpsczgEgedhGLiyTsA0gb7gsZbbNxqZyfLa8L/o/zqG9P7/dqCL52e1XERIFhUJCKy9HwyGDcez093FN52WFXk5KKELSEshms7tsxjYXmagg2YResiEVftfIlHSkmz/DeVxhG2tSv7BNptk2sl5Juqqt4MCKXZ2xfOGeGHr/Whg/rvH5UBQUFBRaBnqvnth43J549/qZqKD523OmpaAISUuApiYYhHHwTEhIMhOr1wybxPtBkEWmTbL2ZIqH3/h06gjSEwxJDvz74yGXZodtkOgrkcpIglqSJGwDgrRF0gCGlbs6Y9tbe2DQ7C9h1Ncn/zu0UZggMHP0O+V6voKCQvOg9+uD7y/vgRWnPYB8boDXklCEpIXAOQdxkgGvEpIqvEOSjHOFaOBfiyQJMsm0SUpuXOtDnDwgex+Jew5ikab0BCS1KpI+bGNFauKnusgITzC3MnAQLtQPLpUPSxkB3D4TkLiPhBFhXv2xpjPMZ7phj6c+AWPts7KICtkoKLRP6H33xOb7Qlix75xCLyUrqG+LlgCTN1GeepxEM+tPEMd5JH439cyd7JhnMCb+7BQjSJJziWO8bCfp5vZcJ9W1/eZPOo9kNxxxbwgn4th6zR198pnJMZ425zMAO2sm3if+VzIYxbLtXRCY0xlVT8wH2ikZUVBQaJ/Q+/RG2dN1+HTf5wq9lKyhFJK2gkz3s8mg8qtX3Wi2sdU7VyahnLSqiFv84B7zaULYJqE/PgnhBNwl1XBXf3PMrb5pv0hUSbwpwCCAwTSsrqlE1b2l0N9ZkPJv1B5gIveQi6JjCgqtB713L4x7ZRmu67K40EtpFhQhaWkwBmgWG0gVjvEgaXE0pCAJSTJtEl7ncJwxQQGa5ytxnuedw8M9EvrhHgsvGbEIij3cMrcCBNzy5RAHCWGc+6YA26m+FimSWFtbgU4zS6C9vxAdASpko6DQfqBXd8dhb3yP33f6odBLaTYUIWlpUM8Xsh8pcRpUnSwiSeqvF5kaW3PykXjIgJzXSyIy8pX4jU9CMPzJSgqVxJm37CQh1ppTqSRAhioJiaf9UgjFZGtDCSr/UoqOQkYAtbmegkJ7gVZejj6v1LRrMgIoD0nLg/lUnUjlGUlRpMLt3fDM4fJSpOpLMs7h1Uh6nGKuZGMyaycJ7cQ5nhOXPySll8Tb5vCSANZbzsJLwqw+6Rfhrj4CBoK6aAihRzsh8HbHISMKCgrtAyQQBP5Zitk9Py70UnKGUkhaA+l8H6lqkSQoKnCEaOAqCusM7TTHR5Iwf4ZhGz+VI5lykiwskypc439ulioJgVWHJK6SCKITj/FIlYQxCkoZGCcgVsYNBXF7RgBohCNmamh6sTs6v9T+vwy84BCEK9c5FBQUWgiEYMmDI7By8COFXkleoAhJPpGOWDi+nFPWIvEJ60jvg7c/YZM9r48Erss65nS0e0It2YZtvPNlEsZJZW61250fm09qb8J7dMxtN1oTcAYQaoXE5OdJRGovrJCNFIxSVW8lPL6RnskotszvgT6Pf2Z5UDoWVMhGQaFtY9t5B2DlMQ8Uehl5g/q2yBc48z9OeU6KEAw8IZqEPuc8Kfqc8/iNS5H+mypskzTF1xuW8ZnD2+57fppziTMcA7jMpS7Jxxsass63PxJOwFk8dON8tsM0jtCNDNWYnGDNms7od/8S8FgUCgoKCq0J+pOh+Mf1dxV6GXmFUkjyjQzSclPBNrb6zZOhsdV3HdwxTiTDJk/zBfzVE6/ikk4V8b72Lj2dSgIZapHjRatUTgggyAT1EC4CwG4n4nOjIqzjqtAqxzhCN4wJH7J4dphYGQXVmG1w3RUJYvCcJphbt/n+PToCnHVWcplDQUEhv6DFxTji6QXYUy8t9FLyCkVIWgqMg1OkrtYKOO62SUiIBwkl5BkRoQireIeLN3A3CXD6SMT5SB22AfHtd1Vid2YGeX0eSE5UvIQl2fmwPhJuz+UYJA9tsmV5SXzmleM5IyCaICOEctcbkoSFMQJNi4dtTCvl12QEGhXWncAbleCfzU/5t2rvMPOw22+u5ysoKCRi8Z/3xhudPir0MvIO9W3RgiDpyIWs6JrS8IrEcE46uwJzDPCEUUS4I97gF7ZxV2VNbLPDHpJkWHJFshBNstfe9+IblvF7H/JZRsYki2KefrvdYjTM8doxToZiAEFGZJs8BgDTzr4BtqypQvdnv4OCgoJCq2PMPvjo+JmFXkWLQCkkLQjOfXIMHCoIp5Yq4jG8ilKg3pBLcmOreG2ZTK1wDDiszBOH+dVjqhVhDMTHOxfrmA/EQT4YIH2K8pgTAmJyMJ3YZMIZ4klZEM3xDAIQRsApt9Uc+1mKGc52KtcZ/wjl+eIzhCN0E18P52IcNC7sPsRSYRi1jKzy4+VgjIAQAo0ymIzCZBT9XjBh7qzx+Yt3LKiQjYJCGwMhINO3o0cHC9VItFuF5NZbb8WBBx6I4uJiVFZW+o5ZvXo1Jk2ahOLiYnTr1g2///3vYRiGa8z777+PfffdF6FQCAMHDsTjjz+etzXaComzFglzxBiccKgaqcyscKgqbiWDw6k2yHEJBleGlCpGfD73WoiPcuIcwwkRc3vmkm32M/d55vCoK27Fg5iIKzAW6ZBjCJNEhTiu6Q2LOeY0433cpFZYRigjzqJopulRSBgF4wSRpeUIfvANdgcw0Lw8FBQU8oOmSfvjhb1eLPQyWgzt9tsiGo3itNNOw8UXX+zbb5omJk2ahGg0io8++ghPPPEEHn/8cVx//fX2mJUrV2LSpEk4/PDDsWjRIlx++eU4//zzMW/evOYvzEEsuMnET29K4ySExv0fhHnYgvXT3OkRSSAnlIg25wZ+DC5Dq595FPAnOnHlwiIeHsKSQDTkfA77hTcM5CUYkjRIgkHNuIIiVQ/nvK6FJQnTEO4gI84NUxyEgziOwSDUEssIwx1kw5kUxRgV/hJLNWGMwjQpOAdMk6LvG03gkQgUFBQUWhVUQ9EV61BKw4VeSYuh3YZsbrrpJgBIqmi8+eab+O677/D222+je/fuGDlyJP70pz/hmmuuwY033ohgMIg5c+agX79+mDFjBgBg6NCh+PDDD3H33Xdj4sSJ2S+KO/etYSC6bhEGq90ZmuEcXKP2sTP8QriVAWKXjUc8hGOFWuKpJpZSYHJw3SIrnCSYT51UJOMiaXItlICYANMd53L3XM4Qih0Zkm+VuOe2Qy/UE3rhANeREBZizjZJbEi83y43Ii/EIMJblMfVEWrFdiQR0bj9wXBGRT/lcb7ICEwu+aQwuEZXlUL/9KtUxXQ7FEwrvTnXORQUFHJH4wmj8c9B9wAoLvRSWgztViFJh/nz52OfffZB9+7d7baJEyeitrYW3377rT1mwoQJrvMmTpyI+fOTZ09EIhHU1ta6HgAEUSAOgqFpQiGR4A5CAYiQi1RQPOApTK6u+h/OuanwhchsG2efU50gMvvHdM/jDKF4TaWEcStU4lA0LGWCE0vxsK5vz2EpLc7r2PP6hW/ksSmvaflBCEBllM26NoG8HrHHyHOJVEEQ77c+VMsgbM3FAG4INQSEg1iLYYzANEV4BlaWjXxUz+dgDQ1J/zYdDdJDkutDIX9I+v2j0OGx45w6VGkdl4wAHZiQbNy40UVGANivN27cmHJMbW0tGhsbfee9/fbbUVFRYT969+7tHmCagmSYpis8Y+n/gOYI38giG95nOEIgSYqnOb0dAOywjavd6yORIRhJIJwF07h3/vg58tnlI3EqJNRJJLgdipGhGUEuPOEZ+Bxzn3aprHC4lRHrepxyEJPYPhNhaCUghiBmXCojHEIdkV4TAtvsyhkRfhLTTeY4J2CmCNk07CxCxSdrsTuBW7v95vLgqlJrXpH2+0ehQ0Lv3Qsz9nm+0MtocbSpb4trr70WhJCUj8WLFxd0jdOmTUNNTY39WLNmjeigBFZ9cnssIda29ppmERQKGKbtKeGUuH0kFikhjFlKh/U6sYSo9dpngU7CQEX2C+BRO5xjveEThxJih1GsNTjb/MgJHNdwZsVIUMMxr+kIy1hkQqouznURkzjMrO5+MQ9xrUO+tq9jkLiXhDg+CJMAMQoYNB7GkWugHJRwEMrs8UUrgzA3bvL5wBUUWg9Jv38UOjQ2H9Ub44s6vjrbpjwkV155Jc4555yUY/r375/RXNXV1ViwYIGrbdOmTXaffJZtzjHl5eUoKirynTcUCiEUCvlflHEgQACTAcEAuGGABAKCjOi6UEh0TZCSgA5iMnBdi3tMTAYErHEUwhdCYRETCpjcToFlkiQgfgP23dfGSi0WKcYQ8zpSgEUIh4AawqtBTQ6mxdN3WQCghjullwXcng5iOjwpDGAaiZMZ6SsBXOQHsMiFFm8HHH0x4SfhmjiZxoQnhAUc4635uWaFoZwqimaREskPpQpESJyYOD4qLpUTbikmhAtuaRGS7t8Y4J4MrY4OEwRmjpvj5Xq+ghspv38UOiYIQePxtQiRQKFX0uJoU4Ska9eu6Nq1a17mGjduHG699VZs3rwZ3bp1AwC89dZbKC8vx7Bhw+wxr7/+uuu8t956C+PGjct9AdJT4lQ3nKZUq0a5TUpMEwgGgJgBHgyAGAw8oAHWMzEYuE4tPweJX0Oz5qYEMDmgEzcxsarDSmHA5gaSRDgEE0kWqFVTBJZ/Q5hKxQ2c6YK8cGqpKoY1j2OsICli80CpvACCyAAilMOSERGpztheFeER4VZ2DDEEKYMkQxAqCCdxYgLqGB+Tb04YW7lmEREK2+hKqNMwA+EnsUgLAWAaFKXfb4czmWd3AOO51xHxJpIpKChkB61TFS4b+l6hl9EqaFMhm2ywevVqLFq0CKtXr4Zpmli0aBEWLVqEuro6AMDRRx+NYcOG4Ze//CW+/PJLzJs3D9dddx2mTJli/8K46KKLsGLFClx99dVYvHgxZs+ejeeeew5Tp07NfkE20eDCJ8JMEI0KY6sM2Wj2Jilub4hUSGKGUE5ihiAfBgN0Gg/ZEEE6mE5BYya4Ti3iIwybQpEgcROq8z7LHOZWRwgEQIKxVYyP90kTq10YzekL0eKhFJkNQ2PWTsYE0KKWT0MXY2gMNmkgpkVoSFxJEcZUB+ExBdERbdxSeCx1xWlSBQQBsVQSEo+2WATHCl0xy9xqWCGbKAWPUvCoBh6j4DEKFtPAYhQsqsGMUZBtQWDD5uz/TSgoKCjkCN6zG44sXlroZbQK2pRCkg2uv/56PPHEE/brUaNGAQDee+89HHbYYdA0Da+++iouvvhijBs3DiUlJTj77LNx88032+f069cPr732GqZOnYp7770XvXr1wiOPPNKslF9uh1Ws8IzpkfcJEaEa3SIeQRHK4aEgiGFav/qFx4QHdJCYCR4KABYp4YSAxEywoAYaNcCCuu0HYVSQFxbSQGPMVgi0GIMR1mwfCQKWwqBbIRUmyI2tfmjEzphxeUng9pXA2wbYIZq410NcR6YMgwjywokgIeBxZUWSG6ZbCguszBprDAtYZAQidGOHagJCLeHWnjSEATCtSrVUtHMKOywk21whG59jb5JTaCuFWVef9b+J9g5pTM11DgUFheajbmAFeum7R5iu3RKSxx9/PG1V1T59+iSEZLw47LDD8MUXX+RxZRDmVmoZWimJe0kMSUSYFWahQg0JBsRzUQiIGSLkomkgUQMsFACJmUBIE36RGAML66AWOQHgIiNcJ2AahRZhMIs0UEPcyM0wBY0wsCAVnpEog1kk1BdqcBhF1CIGHGaQgpiifLsZFjd6agJGWJABLcZhBkQ4hhoQZCbo9nXIeiHu8JF4ssvLA3FvB+JKjHdDQJvQkDj5ACyTLIMgPlJlscgFtwmGpRxZygix24k1jsezoSwFhmscROPC3Eo5QjsBsN0tYAMwELAcPSC5nq+gsLtj+2Btt/CPAO04ZNPm4CwPD0Cm/hJK46nAcpwWV0JE1o1QEmTIBtEYoIs/DWGWhyRiimfOQQ0GFtBAo6ZdXI1GTbAgBbEICAtSaBETLEBFCm6EgYWoHVIxiyholIMYgFFEoUVE5VgjTKFFuSAgRcIvosU4YkUWGYkKMsIC4pgwwAiLm75mFTA1Q4LEaBFJhiDOjXBQAzBDloE2Js4hzFJBNEE+tJiD6ARghXcIaEyk88pwjCQhzsJuot4IsVUXGdqRoSCRImyFbZgjhAPALqLGiU2SOCco2ra7lEJTUFBoa2jssfv8GGq3Ckmbhdwwj1jZNiF3sTQYJhAKAkZUtGvUDuGQxghYURAkCmFmDeogjVGwiiKQmAkSM2EWBaDVR8DDRYDBQCMGzJIA9LoYWEgTRKTJQKw8CMI4tIgJo1iD1shATEEW9EYGYhCYYWq1ExhFFHoDA41xGGECvYlDiwiCghgQaBSkxCgiFnkhiBUT0BgQqAfMIBAtJdBiHIE6DjMEGKVWf50IrcTKLKLSZHlOQkC0TPpOxAMUiJUALGiFaKJiDhnSMYq5IDhWvREaA2gUoM4aIkSM5TrAdGH85RoH1x3hGicsAkIMap/PCbXCPRyhHbtXdo2EqtSqoFB40C67z1YVSiHJFziHvSmKKat2MaGISG8J4E4dZSKGQGIG7KJoJgd0DSQaE6ZVueeNTkGbDGEWBeyQDY0Y4ISABSi0RkOEWwwGGmUwijTQJhPgImSj18XANQIzSBGoM8B0AhYiCOwywHQRngnuMsEpECsiCNQzUJMjWkJAYxyBRg6jSGTaBOsYCAdipSKrJ1jPwXUgViJIR6AeAAWMUqFi6A1CDTHCgFEsQjmBOg4tKhQUo0SEfWgUCNYKrwgLArFSjlgpB9PF+cEagsAuAhIj4DqHUcIRq2SIVDHEyhmMIi5ICAdohEBvIAjUEgR2UgS3awhs1xDYoSOwQ4e+Q4dWq0Orp6AR8b8CDzCgNIZApyYUd61HUVVj3IOzmyHXomj58KAoZIbYkaNAQiHQkhJoVqai3nfPAq9KIR8Ih2PpB3UQqG+LfEGGbESupDuLBkh8DcRLxzt3+rXniYcJiMEEEWHMMo4S0Wal+hJrXxwSE6EhrlErnENsjwgLiCJpxORgQQIaYyCmCL9oMUs9CQrTK43F/SJ6k6j9wQIEgXpBqoxiEfbRGy0lJCTIixYRhMUMAcE6Bq1JvDZKCPQIR7BWeDRi5RxmmCBQxxGsEW7YaAVDrEyQr/B2hsAuIXgYlSZiVQxGsQj3hLdzhLcCgXpBzHiJAdopCtolArNTDEaFCbOI21k8WqMgJKEdBKFtBOFtBKGt4ji0kyBYQ6A1ECt9mYOWGKiobECfrjswqMtW9K7aCRZQ/5sotG1sHR4ECQZBiouByjIAQKxHVYFXpaCQHdQ3bb5ArY+SEmvzO49ULTfBc7ZLVYR62hiPzwcIYmGKNpHpwuM1STRilYO36pZwDmIysKDIruGEiNohViou1wholAtviUYsgyoVCkRUZMawgCAiIIKYiHAKR6xEAycEeoMgKCJ8A+gRjlgJtcJBQsmIllKYYfFar+cwgwSRCkFyArUEWhNHrJQgWiE8G8EaisAu4aVp6kQRKxPRFX2nhuB2Cr2BgOlAUyeCpi5COQEBSIMGti0ItjUEbXsAeo0GrZHYdVbMsCBA0UqOSGeOps4ckS7iOFLJBTkq4lZaMgGr11Gzsxg/bqnCsq1dsGZHpchc2g3BkIe9bLIwtd54440JlZmHDBli9zc1NWHKlCno3LkzSktLMXny5ITChrsrunwdAY9GwRsagB01AIDAhh0FXpWCQnZQHpJ8gRARmnHu+KtpVs2RGKAFrVokmn0K1zWQSFSYW63wDdepCNeEgqIOiaV4kEgMLKzb4QMW0KA1GWAhXaggMQajNAAtIgqosSCF3miChTVRD6RR9BOTQ4syxEp1UIODRjhiZTq0GKA1cUTLNBAmCEmshIJpBMF6obDEiggCDUJxiZYKchSoE5VeoyUinVePCb+IUQSAAXqd8H/ESoRBVW8UYRlOiN2mNVkeEkOEbWLFAAtw4Q1xekiCcQ8J14QhV4tRq1aJx0OicfAAt7wkVkE0mSIsfST29sOw0qAJSFSUk4/V64hZHhJZLXZ3A89Dlg3P8vzhw4fj7bfftl/revwraurUqXjttdfw/PPPo6KiApdeeilOOeUU/O9//8tpjR0BgfcWgZMAeCQC1IsUdWPV6gKvSiEfaGraPTJsAEVI8g8mqqUCgL2hnjzmwh9i72sjxwd0UaE1oAsSAoiCaFEDPBwAsX6h84AGrTEGHhKVXME5WDgA2hRPAaYxBjOsi1/1HDBDIt1XlFgXmS6cEnAdgrxoxGpnwgQaIPHsmBCxMm44YsUiQ0eLcpghAjMIBBrEuGipqF8SrOMwg8JHQi1zq/CBOMytlMAoBkAFMQnUiXUZ4XjqsBYDtBgB0ywSEoinFBODQK8XnyfTuF2nhAWc6b4crvugdR5MoVC5xlCZ+gtwnQmzrCPtlxAgUhlCsIX+ubRl5GO33mzP13Xd3trBiZqaGjz66KP429/+hiOOOAIAMHfuXAwdOhQff/wxDjjggJzWqaDQVsG27h41SAAVsskfqOejtLJquKzCKj0klIrsG10TZlZdA5hlXLWICYJWQTQAnFKrSJomngmxK7WKsIwYxwIUNCrqkAAAjYqaI9QQqblMEhNikY5GBhYQxESXx5TYx0wD9EahMJgBYodwzJAIH9GY8JwwjUBvEkTAtP6/0SLxsYBQQORrkS4sFBEWsFKANavNKklvBhwF0hztLMBttYNTsYGfTO8F3GTETgnWnA+plDgyb6zaI87iaMTBJwnhaOys/jdpLSxbtgx77LEH+vfvj1/84hdYvVr8yl+4cCFisRgmTJhgjx0yZAj23HNPzJ8/v1DLVVBocRSv19IP6iBQCklLgFDANMSvcZOBWFVZoWluxURWarXUERiWKZUQENMUab8xM16TxOT+lVoDGmjEBAsJ3wgFgxkSdUhkpVa7DonBASYJDIcZEv4RuYEeQMSxVfqdWnvVMN2qvkpJfKM9KxWXcCvcYimLxKr7Bk3U8bBDKVZ5eFnuQwwWT96aIhI2qaDxOvB2aXndCslozrLw0qtjzeUodpYQsvGr1Apr7SYBY6KqWqQKANV2u+Jo+azUWltb62r32yRu7NixePzxxzF48GBs2LABN910Ew455BB888032LhxI4LBICorK13ndO/eHRs3bsxpjQoKbRlVS000sCiKacfXaRUhyRMIIXH/iFWp1QUZrjFMu2w8NE2UjZdjmdglmMQM8JBub6gHWGQgoCVWauWwNuijIlwT0kBNkY3DdGpl2FgGWCYMsnLXX64Re7dfwPJpWLsJe3fqtY/ljVtaMOSxLDcvC5ZpDn+GRSrkXjiyRogsWMZlyXjuVEPEeXIM5cSuJSL5jb2nDndUatW4q0qri+DIsZTblVrFG4dbJZHlXa3DSBcGrbQEpuem2tGRz5BN7969Xe033HADbrzxRlfbscceax+PGDECY8eORZ8+ffDcc88l3X1bQaGjo3R5DTaYUQxQhEQhY8iN9QJWQTRdF+qIRuPqiGltrMdkDXN5rtUmvSTO3X5NDh6wNthjYl8bWamVGFY2DbNUADgIhiQUgMjKoSROMgDYe8kAboIhu2m8z0lG5O69UrmQ2Sxcc6gpVooxpyJEQ5gwvIo9aax7vTzPucsvjYdqiBlfI5Pr4uIzlrv9+llNue0LQZxUyOqrDt+IKC0bD9cQufMvkc9WOwCzcxTo0Q3YzQhJPrFmzRqUl5fbr73qiB8qKyux1157Yfny5TjqqKMQjUaxc+dOl0qyadMmX8/JbgdvVp9ChwFZtxlv1Q/GgMp1hV5Ki0MFx1sK1FJMnIYEmeIr03qt+iH2DsCGKXb7NU33br/MUkqYmzTAIhlyt1/51+QusmPV6/AKNk4yItssssAc6obcwZfT+EZ5NmlgltLB42PleXK3Xxd5kSVWrE32bGXFQZLihCHOI+JqBU8gMQSSBAl/iNwJ2N6tmAI8wMRD92TMMAKYIszDTQpuWs+MiD1yGAHnBFRnqBvaKdlfusNC7mWT6wMAysvLXY9MCEldXR1++OEH9OjRA6NHj0YgEMA777xj9y9ZsgSrV6/GuHHjWuwzaDfwqXOk0DFgbt+B+74/rNDLaBUohSSfkGTDUkWIroMzBqLrjl2ALSWEMZH2a4pnYYIVJEUSDDvsYZOZeEjE3rSOx0Mu3PsrSa5Hpy51xDlOqimSeEh/iAyBiDCOKLDGqJtkiAkc5AaS1FiZPM6QiIOAJIR5HKTFDhE5SY8m/CL2jsJSzbGuK/0skty4bA9WOi/XfLwjjjEgEFk11MqwAUAos42tW/fWseerurvSbgdHa2fZXHXVVTjhhBPQp08frF+/HjfccAM0TcPPf/5zVFRU4LzzzsMVV1yBTp06oby8HL/97W8xbtw4lWGj0LHBOYpfLUfkgFiH32RPEZJ8wbrxi/LxVhlyzoW3RJIRFicjoNTl3wBgEw+uaRbhsFQUmcEjiYQ8hzja7Dkcz4zbpMYuueH1TnB3GIY4zpEqhSQ/xEEiAHdYxw7pkPj1hNpijZGkR5IdHfFdfJ1ExDGeUwDU8oRYH6skNAR+Corsj8efuAzLQF7DWqyV3uv8WG1TKyPWXjmCAXICRPpGoVV3h7G248umhcLatWvx85//HNu2bUPXrl1x8MEH4+OPP0ZXqxT63XffDUopJk+ejEgkgokTJ2L27NkFXrWCQsuj29tr8N4fSnFMccfe10YRknxDpvjquqWWEIfCYaX8ao4N9yzSIUM4sG/oDnVEwqlsOG78ACz1hINZ5EV4KRLJCuHcDsnEr+E3f/wcSWJsAgDYvhJJJpyqBNfiZMRJYvw8LF5yQ7xzOdfhIC5Mc493mma5hjjZ4AScS++IRx2RxMPlIbHUb9tzwqFpHHplE2rH9ELxbkRIWlsheeaZZ1L2h8NhzJo1C7NmzcppTQoK7Q3GmrX4/deTcczYvxV6KS0K5SHJF6RnBIBM6SWa4+P1lomX/hG/PW5SxIO96bL23IBlXOW+fba/hIq02QSVxFZQ4u3cO8aew3Hjl6+5NxRkPWv+8xG/awIugiNrjXDNWoPloeGwRBEi6oi4/CgOjwinPJ4uLD8D+ZpAhGas8ZzFJ9Y0BqqZdshGYsM4ClpcjN0FOZeNzwOhUVBQEKh6vBQ1rLHQy2hRKEKSTxAa3yiPUHC5eZ5H/QBgh2zEWPeXNifE/ZehjjE2oXGfJ/wkHlLgc8MHfBQIkmQ8ccyrSRIQVyUI95mTeubwrsXqZ15TrQy3OIiOHG+rJo5r+IaNnKEbp3nVUkHstBzNQdo44r4RW7giIATQNEFOiDWv3qcOxujBUFBQUGhtlMz7Cn/ceGihl9GiUIQk36BS84dQSGS6riQKzPkL3htSETEDWyGxiqS5wCwzq+0jIXa4JuW2IY77s52BAodSYassPqdSn9cyhOM0ynrVGwf5IFy8dtY6cY33nOMkF95nJxmR8zpDV7anhXrOd6glxKmUUCff46CaVf3WyjemVBCTYNDAj8eFQTLIEOkIUAqJgkLbAWtqwsf37YcIjxV6KS0GRUhaAvLm7iwXL+HdCdirfACJJMQJZ8jHGepIdY7zhg+3quAiG8nCNQ7lhHvmcvX7qCPOYml+Y+R8rnklGfGEfbiz3xrDnQTGvoaTfcm54nNKMkIs9YNboRrikHwIcasjhHBohCM0pAaxg/bG7gCRvJRbyq9KRlVQyB+qnvwYJy7+aaGX0WJQhKQFQYiHfIhGv4Hu19SnjRB3GMQnu8ZlPrXMtM7sGlFLxBpLSQJxcB0TB8nhHsLgSAu2w0SOUI5cT3xd7tfea/r5Vpx+FeuSvu3e+Tl1kxm7rols8xIU4iAolNnEhMo2AlAal5SCuoEVp2rQHEW+OiqUQqKg0MbAOTCtChuMukKvpEWgCEkLgqcwp9qw0zqSwO8vlODP8BIa4h7rUTQSfCbEM941d+L5Ca/teb3XSf1arNXTT7hbNfFe17mTr000PCQkIewTr0EiK7DKOSUZkaSDWjv8xo9Fv+ZQULr22YHNZwyHgoKCQqtjwdc48NUrCr2KFoEiJC0FSoRC4mnzhSPF1zf04pPua7d7Qi7JVA/Axx+SgjC4PCGefrcR1j3Oq4b4vvYZB792eY7f+/EqIgTgTrLinNcbDnIQEefHEP8zcNdDcx5b50WOqwEZ1bFJiVJIFBTaJoZc9Q3u2j6g0MvIOxQhyTfytaeEHzlJRmjSrCMVuRD9nuNkY5OpI97zkqgjrnk846Q64pqPIl7LzKGOJCgofsSDJlNHEPeFUKsiq9XnDNXYIRt5CcJBiTC9apShvKgJSy4uhta545aUV4REQaFtgjU0YN5vx3e4NGBFSPIFkt1Hyb3m1iyRoH74FTXzIptwjeeGnzT8kkLdSOkdSXV+ClLkNsHGC51xZw6yM0PHVj3c7U41RLY7QzWAlXEjPSUkrpwAIoTTu89WrJwyRGwNoKCgoNCK0N77HAfOurLQy8grFCHJJ+xUXJ+PNUnF1Yz6UxhaE9SPVP4R15zu42QZO6l8IDwJmUmnlnjbXeqIs901nsOP3CTzs7j8Ji4iEveREGteYVx1h2mc2TXymDrICABolKH7weux9ez90RGhFBIFhbaNXrd/hH7/Pr/Qy8gbFCFpDXgJhtfEmioUk2yvGiDhr5fUP0Lc/pFswjV+x0kJRzK1xEfh8M6bTDVJ7jvxqCPOdmc/4uoIcbbBHaqB47Xsd6ojGmXWcfwBAAHNROi0TWg8aQw6GjgneXkoKCi0HAb/5iscs3hSoZeRFyhCUgikrDOSvCvB0OqaM8P5k41LqYQkOz/9mJTtXhKBzNQRPy9K8mOegpzEQzVOciKJhzNUA1gEBU6iwkHBURaMoPGCnTCOGA0FBQWF1gSPRUFOqsUl69r/rteKkLQ0aJqPOFkGDeApH5+cZKQOsfjPn1wl8YxJQgRcm/tlopYgsT2pYTZTdQTJvCMeAgIkqCOyz6mOyOd4v4OIOMiIbHMSk+6lu7D9d/Vgh4xCR0GuRdHkQ0FBoWXBdu3CquPLcce2QYVeSk5QhKS1kc5LYiFV5dWkioXXP4Ik43I4bjG1BInkJuUcSQhMgjri6M9EHQGQVB1x9wl1RLZRwtGncge2XtUI87B90RGgPCQKCu0H5qbN+O+xe+GWrUMKvZRmQxGStoIURCWZoTXZmIQMnEz9I+nmygcBSVA9EvescdUd8WbMeNURb9jHJzzjnD9f6ogcQx3kRKcmBnTaih1X1iEyqWMaXRUUFNoujLXrMP+4AfjZyiMKvZRmQRGSlkCyomjJSEdKz0fzVJT4+cmOk6gpGZCLlNk1si1ZuMbTn9Du08bTzeW79rh3xJlZY/fBXx0R7ZmpI9R1LCq96pRhUKetiFy6HTVnHQBQx9bF7QzK1Kqg0P5grF2HXWeWYPTC0wu9lKyhCElLojl1RjI1pPptipfi/Gb5R3zn9z83JQHxttv9PA3Z4D5tSEtg4OF+TnXETxWRz1IF8aojzmPqOc/rKaHg0AnDoMotCP9qIzZMHQtaXOzz5ts+VMhGQaF9wvhxDap/24QBz15U6KVkBUVI2jJSlYz3QUKoxpnD6jt/dsdpSUoWYZyk4ZxU57uycZKYWT3jiE+fy+gK+BIQv8wa+drpHRHPLOG1RjgGlG/FHpN+xPIbfgK9V0+0NyiFREGh/cJYtRpD/rwa+11/cbup6KoISQHAnebTbMrB+82VTFHJhISknTvJeZkSDO910ykbmcyf6TzJMm3gCOE4+xAfQz3j03lH/MbIkE7/sm0YddBSfPen6g6VgaOgoND2Yaxbj67PfoOTz7+sXWTgKEKSLxArTpCuSmsq0GTHGZCOJBk2zTa0Zukf8b12hv1J1ZAEkuE/j7c/WbjG25cqfGOTD89YP3XES040m7AI5aQ6XIsJwxZj05VN2HrhuHYTwuF5CNcohURBobBgu3YhOO8zvH3pwW2+qqsiJO0Mefl+z8TQ6nteknVk6B9x9/PEcWmuGZ+v+eEab1+iChKfOkH18FFBvO2UMDcxsZSScr0RR/VegsrT12H5DT8B3bvtp+ZxiKLCOT0K/SYUFBQAzkH/8wWG3lWDfW++GF9Fmwq9Il+oXcFaG3naDTgTk2pWZMM1d5rz0vSnO795ykkigUk4108Z8YRf3G2e05OYWZ3PydqdJES0M8+zICbjuqxE3/Hb8Z9eg9D53+PQ6R9fgdXX+7wpBQUFhfzC/H4Zuq9cgwvrLseun+7Ct+OeLvSSXFAKSUsjw5TeTCqq5ovM+M3t60VJE8pJNjZlf6b+kXTXThnO8a89AqQO0yRdcopwTcrXkqSAuZ73LNqOX+y9AKGzNuKHP4wADhiR979tPqAqtSoodDywpiZU/PVj9LqDYsSMS/ByfWmhl2RDKSQdCdkSHPu8JMdpkHauFG1Zn5vMZ+Id7qOIJOvzqh1+bdmEa5ztEt5+zSItIWJg0h7fYF3ntXi973CUfTgOe7yyGsaatQnrLhTykSWjPCQKCm0UC75Gj8803FL7S1w5nOPLU+9BKQ0XdEmKkLRHJKtBkg5ZhFKyCdukM8Jmck3XbTxFeIb7EA0/j0iyvpT7GnoIS7JwTSbQfMZ6SQklDH3D23DpT97Hf3sNwqIh/dHjg56oeGsxzJ01GV9LQUFBoVlgJjo/PB/de+6B/XdcgeCoHfhyzN8LtpwOHbLp27cvCCGux/Tp011jvvrqKxxyyCEIh8Po3bs37rzzzpZbULayfLqMlozmSN2d7gdsNmEdv7Zs/SDJCqglRYrrZxIt8/OPpENz/CPJ52LQwHF0l+9w2ZHzwH69FSumDkfs6P0Kno2jCqMpKOweMNatx543fYTudwQx8O8XFaz0fIdXSG6++WZccMEF9uuysjL7uLa2FkcffTQmTJiAOXPm4Ouvv8avf/1rVFZW4sILL2zZhTWnjHzGc6fuTnuPaMb52Soi+RqXtM/1kaYmGd5+ZzG0fPtH4uSFJayjjDbhN/0+wPbepXh073GgI0ei+pNG6J98D9bU+q54mSmT6xwKCgrtA2T+lxgwH1h3ylj0O3ogLjroPVzTeVmrXb/DE5KysjJUV1f79j399NOIRqN47LHHEAwGMXz4cCxatAgzZ87MDyGhLStApfWGuMammaw5/blwp2yJSTozLODer8bvtDRG1mTExauIeNvt10mSXBNCNTZZcZMZie6BGvxx79exfnAV5ow6BEUj90W3hQ3QP18K1tDgew0FBQWFfKH4H59gr38Az0w5Cg+OPQS/GfVBqxCTDh2yAYDp06ejc+fOGDVqFO666y4YhmH3zZ8/H4ceeiiCwaDdNnHiRCxZsgQ7duwoxHLTIwsFhef6120G4cha2cj2uhnMn42htTlIZlyV0LII/3jnoIiHe/oEt+LP+z2P8y98DT9eyrDhvJFgh4yCVlnR7LVnA1U6XkFh90a3WR9h0K8+xzNzjsKwj87CeasPbtHrdWiF5LLLLsO+++6LTp064aOPPsK0adOwYcMGzJw5EwCwceNG9OvXz3VO9+7d7b6qqqqEOSORCCKRiP26tra2Bd+BQEa7+jYHmYZK0pyTMeHINQzj6svgZp+VH8Q6pRlkIhP4GVqBuErihB3mscYMCm3E/fv9HVtGlWP6dxNB/zMcXb6KIPzdWhgbN+V1nU6oLJu2h0J8/ygodJv1ETALWH78GIy5uAf2KK3F8wNfR4DkdzfzdqeQXHvttQlGVe9j8eLFAIArrrgChx12GEaMGIGLLroIM2bMwH333ef6Hzpb3H777aioqLAfvXv3ztdbyw8K+f3fWv4QV1/mxKQ5vC4fBdHSwUtAfMcQhp76Dsz5yV9x16UPA/+3BSvPG4DoMftDG9gPRM//bwtlam17aPPfPwodGuFXF6Bq0jJEL67Akd+cimMWT8pr1dd2p5BceeWVOOecc1KO6d+/v2/72LFjYRgGVq1ahcGDB6O6uhqbNrl/YcrXyXwn06ZNwxVXXGG/rq2tLfyXQjYb9DXjrpyxiTUfaK4ykcV56TZBbml4VZJMxjpRTptw54AXoA3geOqUcXj5gzHo8UE3lC2vBflxvUoZ7sBok98/CrsdzO+WomgiwKmGkx6+FOOG/IBRFavx+04/5DRvuyMkXbt2RdeuXZt17qJFi0ApRbdu3QAA48aNwx/+8AfEYjEEAgEAwFtvvYXBgwf7hmsAIBQKIRQKNW/xfshHOIZxQEuV45rYlC9C0eZ+AGeQ8ptwSoZkJtMwTjJzazbwC+XE1xFXX37d+X/4zU8/wLLjO+OaryYj8M5wdP2iHoH1O2Cu2wgeizZ7DSrLpu0h798/Cgq5gJnY67zPsA3Aq8cfiZU3dAUFx7FVX2JScfbKSbsjJJli/vz5+OSTT3D44YejrKwM8+fPx9SpU3HWWWfZZOPMM8/ETTfdhPPOOw/XXHMNvvnmG9x77724++67W2+hnDsdl/H2bO6o6RQSDoBkSR7yQDQy3dPG957lU401oShaC5AO16UzJiqplQ5vym+qMb7zp+wTcw4LbMXr+z0Iuh8we9uBeOa/B6LXu9UoXV4DbN4OY8uGrHe6E4QkVw9JTqcrKCi0E4RfXYAfXhXH71/za3x25vsAgDKtCWdq32U0R4clJKFQCM888wxuvPFGRCIR9OvXD1OnTnXJnRUVFXjzzTcxZcoUjB49Gl26dMH111/fMjVI8m1MzSO5yNo0m4+30hLKSo5G1GQKSGJWjb8/JCHbxodIJJvLPifNe0ilnABAkBBc3mU+fn/Kx9h5MsOZ352N2AsD0emFOmBnylMVFBQU8oKed3yEj+4Q2at6r36o/OdWAOm3xeiwhGTffffFxx9/nHbciBEj8MEHH+R+Qe9NPcNN9VzHTrVEHjvUj6Q/Vq2QTTpFgvAsVBJLVfGt/8GROL9PddaU1+PilJYO+aSrNZJL+q8XjJOs7DziHJrSzJoJTE4QsN6HyTmaOLDeLMKaWGdEDQ0sREDCRVnPq7JsFBQUmgMaDoMM6ANOCBiAGUsmAPg87XkdlpC0Ovy0acYATXOP8RIVvzYPCOfghLhv8H6kIFl7srHZwmcee02OvqyITxbXSn8OSVBJOCcghCc8e/u9l3aCgbiUCcYpKDEtApKc0JigoDDt5/hcyWFyktIOZIK4UuMYCAKEgQHYbgaxxSzD81v3x//e3Af9XtyJLl9+D2ApDB5LcVV/cGQd5fGdQ0FBYTcA1aD36QWuUdSM6obX774HFVT8EKrdxeDvynRDEZKWgh/R8KofXvgpJ4yn94hY/YQ7iqGluRNkTBryRWb8pnZkuyQslzgGJbvp52lt3LoG4yRlyCQZAREqhxl/7SENmcAEdYV4TAdxYZ4+5/VinGKLWYJVsS7402eT0POFAIpfW4Q+sfkpnCcKCgoK+YFWXg5SVopov264++lZ2CtQYvVkr8oqQtKScJaOz0AJSTYmrccjXZZNGkgFpkWRSl3JcHw218nk4047VSoy1AxIdcTkNKOUX1hjnWRHoonr2GaG8PKO0Xj/X/ui31/XYeDKL8S687ReFbJRUFBIBq2qCtAovr9lAFae+JDVWpLynHRQhKStorl31BxVAz+SkGlbXpCCBBBOEjNtMjgvYaj10RY6nCCVDju0k4KoSGLSxAPYxYowfdkxwN+6oOqFRejd9BEM37NyhIrZKCgoOEE10JJi0IpynPb2pzinfDOAd/I2vSIk7QB5VTDyIR0knRsZ+Vd8yUwqIpWyLwMiYo3J5q3L8Ix8doZ1nO0iPMNh2u2COEifiXM+jUh1xEwI8zghCIo7fGNCwxajHH/85CT0fwyo+M8XAF/esmGZfOxFoxQSBYX2D0JAgkE0HTECrz58H0ppuEUuowhJS8Jras0HeOYSCGEAT3X5dFNlapDNdEnZnttMImIbVTMYI30jMuqV9zBNWuNrcr+JySlAgPXRKtz53vEY/GANBn2V3qmuoKCgkBcQAqJp2Hr2/vjk5lnQyCcAWoaMAIqQtGtko5ykDbE0K6sl8ZyM1Y9UbZn2pRrvPV2GaTxZNU6ykM7c6lZFvCoKfNQSoYrI51Swx4JCg1BQNhnluOetYzF49hYMWvpJq5tUVaVWBYXdGIRg85Rx+OL/ZgP4DK2x9Z0iJG0BeQijZOPpaBY5aU5ab7ZGVh9kQ3Dsj5H7j/FL/ZXkw08ZiasniSqHNySTCexwjTS32sRG1CKRmTbbjVLM/M9EDL13OwYu+RjZXSV/UKZWBYXdEzvOGYf5t86CRr5o1eu2u91+2zWcPxeT/XTMZEza62Q+NF10ItPohWuczzm+83DPs2NcyvGp2jhxF2nzOcXus26WfjdN7hnDrEm9u9fK18zKt2ae8ab1v5h8ttvt8fH+GNfwp88m4bWzD8FelyyAuWR5itV3fEyfPh2EEFx++eV2W1NTE6ZMmYLOnTujtLQUkydPTtggU0FBoXkwD98Xz62djwW3PQCNtD49UApJe0GOabCZwKlG+GfWOEJEqUIoSeaMrylRjfCtRWJfI0tfhyf117f4WZJMG2e4Jl/GVud4P2OrCYJnV+8P/b7OGPj6Z+BtJc7BSe6m1Gae/+mnn+LBBx/EiBEjXO1Tp07Fa6+9hueffx4VFRW49NJLccopp+B///tfbutUUNiNoVd3x28/fB/HFC9Cc+qH5AtKIWlptMTNxWkmSDI98btuMhUj3RKboX74KiYZj/O5idnKiVP+IP7PcKgenme3AOVWPRj3nOsDrwLCvHPYCoh/v62MWOOWN3bD3IeOQ9nkTQi99mmbMl1ID0muj2xRV1eHX/ziF3j44Yddu27X1NTg0UcfxcyZM3HEEUdg9OjRmDt3Lj766KOMtolQUFBIxLLHR+Plha/jmOJIoZeiCElbgZNAuI+zmCTJt39W82VBVDIOq/j0pwvx+JKYFMRGtqXiYdwek0hcvM8JRMNxTtIwTRZhmxjXMOeT8Vh1Vi9U/2U+WH29z5vqOKitrXU9IpHkX35TpkzBpEmTMGHCBFf7woULEYvFXO1DhgzBnnvuifnz57fY2hUUOiKMI0fj8dUfYslRDyFA8pwN2kyokE1rw5m2m0UKrz3eCpk4wyeEx2+6CfvdpIA7ROOZL1XopTmmV79+v3CPzzjfa6cKGdknWU2OsI2fsdXlF3Fk2SS0g4By5By2+a52D6x7eCCGPP8FzKamJH+dNgCOrPxISecA0Lt3b1fzDTfcgBtvvDFh+DPPPIPPP/8cn376aULfxo0bEQwGUVlZ6Wrv3r07Nm7cmONCFRR2ExCC6Jt74uWh96OClhZ6NS4oQrK7wHXjjhObdB6QbPpTEgdvv9/58qXvPHEfSULFVtca42QksU08x70lcGwZ5F+PxEs85Nhs039BKMCA5xbth6EzalG19FMwo0Xqq+YN+cyyWbNmDcrLy+32UCiUMHbNmjX43e9+h7feegvhcMvVOlBQ2F3RePIYPHLv3eijBxEihfOKJIMiJPkE5xAGD82nPYMvdueprmNu71WTVKlw7mfjvMmnK46WDGmIRNJ1ZKxwOAmGH1FxGFkzUkPi4/3MrPZwT5+8YXrVE6dSwniceIAAGpxExauASGXESU6A7dFifPns3hj61GKY23e0Ka9Ia6C8vNxFSPywcOFCbN68Gfvuu6/dZpom/vvf/+L+++/HvHnzEI1GsXPnTpdKsmnTJlRXV7fU0hUUOgSWzh2Nd4+YiX6BtqWKOKEISb7gvMFks9ldjhvjZYNkWTSZHMs7OuEcHCS1+pGh0pJUUQGSz58qzOM6N/ewDQXAfVSSTLJtQKSnhOGLrXsidF8n7PGfL2G2N69IK/KmI488El9//bWr7dxzz8WQIUNwzTXXoHfv3ggEAnjnnXcwefJkAMCSJUuwevVqjBs3rvUWqqDQjqBXd8e4N3/EU1V/QTet7ZIRQBGSgoAwDp4JCUlWMM2huCT1fiQLteRwnI1SkpWPBMjQP+ITjnHO7WQ5NhnxlJF3hG0AYqXY+peRB9zF0bQkJAScglmEVBhZ4yrJO0uGYq+7I8B3X4GlMHK2RbR2YbSysjLsvfferraSkhJ07tzZbj/vvPNwxRVXoFOnTigvL8dvf/tbjBs3DgcccEBO61RQ6JA4YATOfOI1nFq6ESGS2068rQFFSFoLXiUkFdnwaU8oE+8TGUp1TjrTaqZj0tUfSaZ6eKMroj8xbCPDKl6VQwyKz0k4AfdO7Lim62OUbXDMD3dtEm4TFWK9tj5ij7mVAWBEmFtlNo2fShJjGj6ePwRD5myG+cOPACtUvdUcwJG7QpJnheXuu+8GpRSTJ09GJBLBxIkTMXv27PxeREGhA2DnL8dh2vVP4YTiWmgkUOjlZARFSFoInHOQTMvBpyodn8yA6hrjiFiknMtxvjXOvt+nIR/yvu9ENj4S73ywrpl2jkxVFd+2+OJd3hFrMlEnI35Css32mDVdgqnVx9wKAE1Mx7dv74XBT6yF8eOa3c4vkk+8//77rtfhcBizZs3CrFmzCrMgBYV2gB9vOhB3nvk4TixpQHuq7qEISWsi0z1rMhyXbHO9TFN/ff0iHvKRiY/EX/1AapKDNATD0e8iTcmybbzmVktBcZlbrfFSJZF9ABJNrUhUSWxzK4RKIs2tgNgUD2CIMh0r3uiP/k+vhrFmbfIPv12AwP+PmO0cCgoKrYXl9xyAR0+Yg8OKWns7ztzRfqhTe0S6X8Yp9q1JWsws1ZzMOZ9jLse/S+KV4bM8JunG8PgY17WStsdvWHY/PP2OOeznZMcJbXF1yVsYTXgkZFv8VL/KrczxgDWGO1+DoMkMYMXr/dHnrz92ADKC+OeY60NBQaFVsHzmAXj6xFntkowAipC0PlIQCt9y7xIOsuElBcnJS5LjhOv6ryGTufIxxktcEggGvGQmTjJcpeTt82W/RTjs0IzV5uyDJCbxh7dNkg57WZKcIN4fNTWseqcv+jyzBsbadVBQUFBoTay+/kDMPXkODgi3jaqrzYEiJC0NloappiQh7pckhaKSbM6UJeld8yHtcQJxyUIVcc2VMJ4ktsO/P7UyQpL0J1FJbNIh2+KnOlUSJzHxqiQAYDKKFZ/sib7PbhSekY4CpZAoKLQLbPrtgbjprKdxaDuvJ5iThyQWi2Hjxo1oaGhA165d0alTp3ytq2MjVaE0b/ZMKj+Jc6xnyqQ+Ep7cI5LyGPA3uDqv6zjOKB04Xbtct59XxXbEOsa63q/XUyLO8fOSAImkxOklcRZJk2SFWmZXAxQrllZjyDM7YS5bgQ4Fi7TlPIeCgkKLofGkMTjnotdxemlNoZeSM7JWSHbt2oUHHngA48ePR3l5Ofr27YuhQ4eia9eu6NOnDy644ALffSh2a6TzkjBPv3d8MiUDKUIsnrHEK9SkUESIQyrIOCTjp4o42hPmSTNeEpD4/MlVEiKVETnO08+d7T4qiTiG/cytsE7cJ+JWSZx9P27uhP4vmGBfLYaCgoJCa4KMGo49r1mKy6tWFXopeUFWhGTmzJno27cv5s6diwkTJuDll1/GokWLsHTpUsyfPx833HADDMPA0UcfjWOOOQbLli1rqXW3TTDH3S4NiJeEAB7ikWKeBMLiWUOyPp6cwKQiM8lCMq6wjXeODAiL19yaLOyTWajH8UvcJh/xZzcJsdoAO2TDOQFjxPXavqzHyCqPaxrD6PJ6GIEPvs74796ewHl+HgoKCvmHVlWFVdMonujzbqGXkjdkFbL59NNP8d///hfDhw/37R8zZgx+/etfY86cOZg7dy4++OADDBo0KC8LbfPgzB2F8SuEJnJIk5zPU6b6OuuD+fcnL2qWkB7M4QhvOK7Lk4dzvOd5QyzOsh9igCfU43OOHJfsfFhL4/b7J+4Pwi9l2HnsDeFw8YJbhUmIN6yDOPmQN1IGWDVGOKg13mSCx0c+7YQebyyGGYuiQ8JJBnOZQ0FBIe9Yc95QvHfAndBI2y4Hnw2yIiR///vfMxoXCoVw0UUXNWtBHQKcASQD8SluWPDttut9SDAOQgFuFzRz3nWRQDQIiJs0ODbaS+oRSZgntWeEwEF2vIRFzpliDm+NETFf4vnwzmWfGx9snR2/WLzkK+ziaI7xzus6xzp3ApbGVcIJGDjAKDTKsGl9JYb8azvMbdt9/3YKCgoKLQU+7ic495x/o4feccgIoLJsWh9pNGwilRQJvyQd7u5PCMN465F4QinJPCJ+4Rinv8M3pOJZj93nN9ZvDp++uDcENgGJn+MmYK55nOc737s3dMORELpxhnVk6Iax+LVMRm0/SX0kiOp3dbCvl6BDQ3pscn0oKCjkDbS4GD9cQnFFpw5mokcOWTZXXHGFbzshBOFwGAMHDsRJJ520W2fecO7SN5wdblUkVdaN33jfOdxTpA3beOZyqimpQjVJQzIO5SJlWMcxPqVK4hnnSqhJmMuhknCfPW6cZMUZG3KoJgzWnjSMWB8rt0gJQDRufUxiwU1LK9B73hKYHdwgQTyEtblzKCgo5A91E/fBvw65B0BRoZeSdzSbkHzxxRf4/PPPYZomBg8eDABYunQpNE3DkCFDMHv2bFx55ZX48MMPMWzYsLwtuF2CMUBLU6zGz3MCpPeV2PJBButIc3MglmGCOwmD8+YPB3mAu8+5g7GrJLyHPLgsINzDE7w8gsfbXYTIQShgRcc4IwB1sBbb/BH3h8QVEYuAcdjkhxCAMyrSgh3EhBAOxigoZWCcoKkpiN5vRXePUI1XCWvuHAoKCnmB1rUrglM2YHiw45ERIIeQzUknnYQJEyZg/fr1WLhwIRYuXIi1a9fiqKOOws9//nOsW7cOhx56KKZOnZrP9bZd+GXNpEK2v645t8MxvgXSZCiG+5zjDKnIEJBfqATuvsRCanC/hmecMyTD3OPc4aDENdjPzrBMyrmIZw3x8wlznw9AEBNOBFGR8zMiiAyAeJE0R5aNDO0AYIwKP8myEoQ++h4KCgoKrY0tJwzEP4c8V+hltBiaTUjuuusu/OlPf0J5ebndVlFRgRtvvBF33nkniouLcf3112PhwoV5WWibB5U3OR+iQa2PORkJcRfBQEJ1VeYex2XqiYTDR0JcxMV5DcezRV4Ic5ID7gnxwH0N7mlzEpsEQuFzTcdzwt46zvkRJxzyOlwqHk7S4beWZOvxObaJiCW2OKu0ckZdfyrGhJ8k0hRAr/eiYA0N2C2gPCQKCm0GtKwMfc5dhlLazsuxpkCzCUlNTQ02b96c0L5lyxbU1tYCACorKxGNdtCUSD9w5n/MGBxpG3azby0SWIQjoZCZ4zwz3ulVNxLIivNO6xroPibem7wV+pBrdJEFx7UTzvPOn0x98VFqvATDOX/SGicsfn0iVRCnSgLE1RHieG39SaTBlTNi/8lkNVfGCEyT2iqJuaEIwQVLsduA5+mhoKCQM5oOGoL7+rxc6GW0KHIK2fz617/GSy+9hLVr12Lt2rV46aWXcN555+Hkk08GACxYsAB77bVXvtbaPkClU1J8tJxzt0Ii+yUkUXGoJMSpmKQCs1QNb9iGJCMQFrlg7teutTjO8SMNnDjameO1k7w4QyySUDiIQ7JQjN0n5+TCaEtM+QaseeRLRtzEw0NcEvoZBBmxX1shG26REMvAwhi1H9xSRxgj6PYZwHbtgoKCgkKrghCsOoN1uDRfL5ptan3wwQcxdepU/OxnP4NhGGIyXcfZZ5+NmTNnAgCGDBmCRx55JD8rbetgHNCpeHaEb4iuAaYJ6Hp8nEZFiESjwgxKkdAHjdjGTGc9ksTsmfhrmUlDGAfTCIjJwQI0bjiVe99YN30nMWC6w2Qq++GYFyRuSvW5PjEBrlnmVuv9EwZwHeK6nswbp89UEgmuxUmLXS9FmlLlHNLPygBOAU45wIh1LS5eA4Bpnac53otM9fW0c1tB4cIYSwBCrU/cWmi0IYhOH2+EkfpfQcdCPhQOpZAoKOQMrXMnTDvgjUIvo8XRbEJSWlqKhx9+GHfffTdWrBD50P3790dpaZzBjRw5MucFthdwW6VgAA0CzAQJBMAZA6E0roRIhYRSEJOB65oI6QR0wGRutSTxIoBdjdWTxiuzSjjAqbxBExCDgesUxOTitXw2BFmQBMJWObi4jj2HRWDs3BQmiYcgBHYWjTczR5Id00EuTIv4WMoK130IiAmboEkFhWvivRFTzM816z7HAGKFYriVYUMMEs8UcozhlIvPhzoWbMJ+05zA1gsJ9bAmAIF1QZir12b4r6GDQBESBYU2gbqDB+CssjcABAu9lBZFToXRPvjgA1x00UW46KKL0LlzZ5SWluKpp57Chx9+mK/1tRsQkTcKKwcVICROUigVpIOQOOlgTCgkhin6DVOoI4YJTimIwSyVhAnVw/SEdpzXTvBeWA3So2L7V2Dd2LkgFYYgL7ZCQWQfATUdygsT46gZv7YrnGOHbOLhG9uEaodfHMdyDm8oxllJNgaLqIhr0phVnZbGuYIMA3HiJjHEjId8bLIiPx+TiIe9Jm4rL3bBWUbATPEwDQ2moaHTtxzc2K30EQUFhTaCNZM4imnHJiNADoTkxRdfxMSJE1FUVITPP/8ckUgEgDC73nbbbXlbYLsBJfFwjWnVHTFNEErBozERsjEMQNcs8qGBxAxwXYuTEpMBGgWR5MXPa2KKawiCAk9VVvnrHwk3f6+51VZErHmIlZXDKUANDqYB1IyTBBoTqgkngBbjdoiH2qEaK/SjiZARleuDRRAc/hN7XSROHmzyY8TXL84VPhBJKqghrgmLhHCI11qUgBoEnAoVhutW+IUBJEbFwyDiYcbNr3IdcfcsQDQOqoky/YRycA5ULNkNvSMqy0ZBoeAgoRBOGLWo0MtoFTSbkNxyyy2YM2cOHn74YQQCAbv9oIMOwueff56XxbU3cCeBcKgTRKMWGdGBmCHCMzEDPBgQpCSgg8QssmJl0HDNCrdoGkjMBA/qIFEDPGCFX+wbNrNCMUJRIVadEi5NphZ5IU6SIkmL3cbt7BynoZXTuLohiQogSIcWFfcapgGalUjFdECLinRiMyhUCBoV5IXpAI1ZYRsrBCNfCy9InKzYSokkMIYgJpyIeQDRJgkT4FBOmCAtJOYgHoQDmvCNcI2D29VbCWBQICoePKKBRylYRIMZpWCGML2yeh30x40t8C+mbcOb5dTch4KCQvOhdemM4ysXFXoZrYJmE5IlS5bg0EMPTWivqKjAzp07c1lTuwWRab2UAEyoINwiIpyxuNmVc6GESFISiYIXhUCaouABXZAYk4MHNNBIDLwoANIYAwvpgnhwDq5T0IgBVqSDRkxLvSAgMQYzQKHFmK1oUJODWf4RcMcxgTjHcIQ8TMuDwq3wjYMoOI9tsmCRFTiIBGFCUQEVxEqLclADYAHRrzcJMmIGRRuNAnqjRXCCYowWAbQmMS8LcrCguLNpEQKtiYDGiO09YQEOpou7H2FCBaExAhq1HjECEhOeEVfWDQDbyOr0lzhMsNwkCGzXwWp2Q4VEQUGh4Kgf0RMHh+sLvYxWQbMJSXV1NZYvX57Q/uGHH6J///45LaoQmDVrFvr27YtwOIyxY8diwYIF2U0giQhnANVEhg2JExAifSJSHZEmVkAYW6Mxi5REwIO6GAuAB3XQhihYaRC0IQYe0ABCQCMGzNIgtLooWEi2mTBKA9AbTTCNggUI9AYTRpEGanBQg8Mo1qA3iuuaQQK9kYHrFnGICG8Jp4AWtQiNJpQRwgGmCx8JNTnMgHUvj1lvUbPCL4ZQQDgloDFue1IAt0LCiaVkeBUSI05+bHITsQgIBPkwQ4KAEJNAbyTQ6yi0Jiu0o3GwEIdZxGAWMbAiBhbm4EFLIXGSDukfoRzQGUiAgYZMaGEDesiEFjRBdY7QDgIe243q6UjwPD0UFBSajcYuOkKk2fkn7QrNJiQXXHABfve73+GTTz4BIQTr16/H008/jauuugoXX3xxPtfY4nj22WdxxRVX4IYbbsDnn3+On/zkJ5g4caJv4be0sEM10mFKRdqvVEssgysxGaBrINEYEAyARGMibEIpSNQAKw6BNETAAxo4IaBNBsyyELRdEZgWAdEaDMQqwtBqo+A6AQtpCOyMIFoRAI2a0CIM0coAArUxMJ3AKNYQ3h5FrEQDCxKEdhqIllFwShCscRzXmoiWULAAEKphYAGCaAlBsI6BmEC0jIAaQKCBwwwBRjGB3gjoEQ4zTMCCBHoTB40CZojACAvFRG8Sn41RbPlSLGWEMMAsstQSU6gjNAqAA2YRh1lkqSNRAq3RoZAAMMMcRrFQUIQpV6ghNEIFkYkQ0CYCEhXtTi+JMLdazwYFj1GwqAYzosGIaDCadJiNGkLb1F1VQUGhMNg5BNBITvkn7QbNpl3XXnstGGM48sgj0dDQgEMPPRShUAhXXXUVfvvb3+ZzjS2OmTNn4oILLsC5554LAJgzZw5ee+01PPbYY7j22muzmotzDsJMgFCrKBoBNxlsgsu5MLzGDPBQAKQpKsyqmkVOAjpIYwQoDgrCEomBh3XQ+ghQEgQL6tDqYzBLg9BrGkGLdXFcG0GkSxFolCJQG0O0MojQtgg0nSBaFURoexSRTkFEqgIIb4mgsTqESKWOoq0xNHQPguk6ijfH0NA9gMYuOoo3G4iWa6jroaF4C4PexFFXrSFYx1Gy0URDVw11lRTFWxjCOxnq9tDAAgTFGxkIA+p7UJghoGgLR6CBo7ELRWM3QUCKNgufSWM3gmgFhxYhCG8DtAiHESZo6soRK+WgUYJgDUGgXpAWIwxEKzliZRw8xAT5iAiVRGuiImvHYVSVCg/X4sqPVVxEDCNw/YLnmjDDcp2DBxlosYHi0ghAKnL419V+IUWkXOdQUFBoPnYnX3izCQkhBH/4wx/w+9//HsuXL0ddXR2GDRvmqkPSHhCNRrFw4UJMmzbNbqOUYsKECZg/f37C+EgkYmcUAbDL5AOwMmusDBnrTkcoBTdjgCN8Y2fayAqujNnZNqwoKG4EloeExEywYpHuRWImWFiHXtsEQwuJcE7ERKw0AK1OqBBGsY5gjQgvmEU69AYD0QodZkhDoM5AQ7cgAkENgV0mGrvqMIMUoZ0m6rvr0Is1hHaYqOupI1KhIbzDQKQsgIauFGVrDYR3EDR0oyCMomSTido9ddRXU5SuYyjZYKK2j4a6XhSlaxnK1jLU9qWo70UQ3kJQssEEMTQ07MERLQeKNxCU/8jQ2IWividH7UCOQA1F8QaOimVAUxeKhu4cDX0MgAF6rYbwdoLS1cIHEqnUEenEEas0EetigAdEiItxAhaj4FENiBHQKLVqkcA28XIN4AGLdIQNBMMGisMRVBY1oUiPIWZq2NFUhO01JahfU4Yua1W6r0LbQMrvH4UOiVjn3ef7J2cdKBgMYtiwYRgzZky7IyMAsHXrVpimie7du7vau3fvjo0bEzMrbr/9dlRUVNiP3r17AwC4aYo0X0vtsNOAZRl5zVE+Xu5FQ6ziF9Y4Th3FMAC7rgi3xomsBSsjxi785dhEj8AuvGbXIiE+9NqPcVtptK4bt8zkcXoBnOf6tcm5nOpDNr+ybUOpdchhGU4dvxRcWRyWudXKpiFyDutD4RqPnyszUalV0VVWZSUcGuWg1jkMYtdfcKv0fLY7M3cUqLTfNodk3z8KCh0BWSkkV1xxRcZjZfn4joZp06a5Pofa2lrXlwLn1k2RWTdCv31pvPvXUAISNYXRlTE7Y4aaJrimgRrMyo6hoE2GMLZyoZiY5WHQKAMowAIUgV0iGwcAtEYDRlkA1OTQmgxEOoWgRxholKGpUxB6I4cWYWjoLo71ehONXQPQYkBop4lIpQ6uA8WbGViIIFJJENrJEdzF0NBVAwsAJRsZqMGxq6cGwoCSDSJkU9dTeFBK1oqQTX21hkhnIFBHEN4ijLG7elNEOonQTPF6Ar1ReFBqBgKxciba1+jQ64W3xAwB9T0JYuUMrEgoIiRCoa8LQYsQYbB1fsyWMZY7zKwibCMJnQbwAAwSxg6UYbsM2QRESEgriaG8307s2rMKnfP9D6k9IB+m1N2Uy7UUkn3/6H16Aas3FXBlCgq5IytC8sUXX7hef/755zAMA4MHDwYALF26FJqmYfTo0flbYQujS5cu0DQNmza5/2fetGkTqqurE8aHQiGEQqHEiSgFCBWbtJlWCVJLJSGaKHpGpCLCuTCyxgyXcsKDAZAmy0diKSm8NAzaEBV+E85BowZiVUXQ66LgQR1cJ9BrIzDKQ9AbDRCTIVIVQqDWAAtpIiSzNYpYeRBcA0I7Yoh0DoAaQLDGQGO3ILQYR6DORGM30R6qMdDYWQMIULLRRKyYIlZCUbRVhKPq9tCgNwClGxgiZQRNnSjCO0RGTaSSgulAaKeo9RErJYhUEQTqOErWAmaYoLGbqASrNQIlawnMEBCtAKKVBDQKBGuAwC4KrgNGMYdRIiq1iromQGgbBacUoIAZ4uA6EAsx2LVFnBvmyEiZ5R/hMqvGUkpA4c62ka8BmI06djaWoosJBYU2gWTfPzwcUn6dDorAtt0jwwbIkpC899579vHMmTNRVlaGJ554AlVVVQCAHTt24Nxzz8UhhxyS31W2IILBIEaPHo133nnH3qWYMYZ33nkHl156acbzCNJhxmuNQPhsODcBLWBn2khVhGsUpDECXhwWxlVdA+Fc+Ehkhk1RECRmApzDLAqIDJuyELSICZgcRoUws5qlQRCDg8ZMRCuCCNZEYYZ1sABBcGcUsYoAaIwjsIshUhWA1ihUmEiVjsAuEywoPBnBWgYzRBCp0BCsZzCDFJFyDXoTQ7AOiJVQaFGOUI0wn0ZLRIE0wjmMIoAYlsoRBIywVbE1xkE4AQsQu6iZ3mDVDwnGFX2tCULl0QAzHOcTWqNQM1hAqBcsCNuMShhAo2ICrlvpxLogKJxa2wJLvucoES/+OG4SQqwQDrEeEtwkiFR1/JLNvlAKSbsBaWwq9BIUWghV3wMmZ7tFpk2zqdeMGTPw5ptv2mQEAKqqqnDLLbfg6KOPxpVXXpmXBbYGrrjiCpx99tnYb7/9MGbMGNxzzz2or6+3s26yArE20nMQExAiNtkLBe1KrXZlVkDscxMOgzRGwCyCgoD405CoAVYi0n1ZcUAQFELAigPQdwkyQiMmmE5hFukI7IrBKNahxcTGNUZpwK5FQgigNTKYYQoa5dAiXBzHRI0SMyQ2z6MmYAbF+6CGqD8CyJLy8lgQAGYV6SWGFRoh4nwGsYkfZIE1QsCs2iXEAEBECAYEdqhFlHyPzycLrZkhQTREO7E32WO6le6r8/gmgCaxUoaJSxERKdVxVcTOuLF2E5a+HCdxIVQYVZo6c5BAcLerRZKPSquqUmvrwFi9DjoJpB+o0O5QtNVAhBsoJh3/h1GzCUltbS22bNmS0L5lyxbs2tW+qlqeccYZ2LJlC66//nps3LgRI0eOxL///e8Eo2tKEArOHGXiA0FwwwCx9rAhcq8aQIRtDBM8HBRVWsNWldZw0A7jcI2IrJqQqNLKiwKiMmtIFwXJoiZYOADaKKq1khgDGAe3qrSaASoKmjEOZh0z3SIcRrxYGeFCUXBmoBBmEQ9rx1+7XDtzEBCrWqsoKQ9wqworjYk2FohfywwJdYRa+9SwoKOUPLcqtupS8ZDnQ6gbVil4bhKhkAQ4EIjf6EQxNQIudwkm3C4jHzezylBMCqXENc5SSjTxHOtigFaUwdy6rTn/vBQUFBSajeIftmOlYWJ4x+cjzc+y+elPf4pzzz0X//jHP7B27VqsXbsWL774Is477zyccsop+Vxjq+DSSy/Fjz/+iEgkgk8++QRjx47NbgJueURkVo1USOSuv3JzvYDuUkmc+9nYO/7CUhV0KvaxCWliH5ugIB6STIBza8dg8QzTytSBZaPQhIfFTnbg1k3bIh+w24jwrDiSIpzjuE1MhIpATS5CKESQBdMKvdCoIBJMF+XiARm6EeRDKiDEFA8xFvbOvZIQ2WXpzXibVEioo5Irk4ZV6/3K3YPttF6diz1sCKydfoWCQuRuvxIy40ZzExExGQEJm2C9E/1EHR7pKrBm+lBQUGg22I9r8fC29mODyAXNJiRz5szBscceizPPPBN9+vRBnz59cOaZZ+KYY47B7Nmz87nG9gF7DxsuSIWszsqYVTbe2lzPMK1N9EzhGzFFDRIwZp3HhGFTZuJYKoHdJkmGJsIh3tCQJBjgnoxLmf7rIRz2WGvfG0k8qBm/6VODW4qHtXFegNg3f6Y7iIMeJxZMcxAjWRreWhO3IlUyJMM02KnFMjNG3si4xsE0eaIodMZ0xEmLvF5AlIzn1CI8Masaq5U2zAM8/pBExTaxWvNJlcQJwqHpDDVDynL+J9LuoAiJgkLBwSMR/HPhqEIvo1XQ7JBNcXExZs+ejbvuugs//PADAGDAgAEoKSnJ2+LaE7hURjgDiA4w0zK1Wt/INqGQHhPqISNWUbWADmKaIrXX5IBORVhFI/Z5CdeWxMM2cFoNkiBJ5UYTyoDYHdgiEFb9E7mXjNx4j+mi7gmHRSasMI68XzsJBmxyA1t1scMlPE5AnMdEekZIXPGQe9dwIkJAgFA0QOMKiTSzcgpAziuvaSs6iGfT2OeIfW6cYRlnzRMA4IyAOLJsZHYwoQzbhxFU6Loo/6+goKDQiuj9OkHDcVEU044dt8lKIVm9enVCW0lJCUaMGIERI0YkkJF169bltrp2BHsjPULFTr9UEyXjnWoH4CIIXBOkJIGs+BUzExexD7l3jPxLEkkyEN/YThIaBltZkb4RqZDEz4W92y93zCmv525zPFtt8fXJsBHs+aVPxHtszynHSyJDhELCKXcoJuK9ErkGaVTlxKHGWMTD2tlXlI6Ph2DAYPeBchCdg+gMRLMelINQgBBuPYBY7yi03j39/y4dFPHic7k9FBQUckPphz/gydp+hV5GiyMrQrL//vvjN7/5DT799NOkY2pqavDwww9j7733xosvvpjzAtsN7J1+iauNS/XDUQTNVkhY3PNhQxISkSQjmlxExDPch7vYhEIjNsGQqoX0ithkBHFC4CQW3EUuSDzU4wz5eF/z+FjCrVCMfB822YE7bATHsWzXHO3EMwZy7XHSAwgFxa40C+uaVpVWG8QRppG7/trlaCG8IxoHpYKI2NflQKAohh1jeyR+2B0ZqlKrgkKbgLltO+74+NhCL6PFkVXI5rvvvsOtt96Ko446CuFwGKNHj8Yee+yBcDiMHTt24LvvvsO3336LfffdF3feeSeOO+64llp324X0kHAGQBPKiSQlsky8UwmR4RQZiiEkTkCSKSXUcRN1EYv4uXGi4FY7OCEuIiDniV873uxSPixCI+aM+z/ka3kt53x2SMczly+Z8YZ3iFA6iLMNnvsb4bZKY5/jeC2rs7reJ3X/ZJeKiDgBNsshlMVtN0SQlM37ARWvlYG1syyyZiMfHhClkCgo5A7O0fdZYMOEOvTQ298WLZkiK4Wkc+fOmDlzJjZs2ID7778fgwYNwtatW7Fs2TIAwC9+8QssXLgQ8+fP3z3JiLNwjfNYhmQ89UkS1BEnEkgDSSQoDgKREMJxgHtvyvI5idrivqkTW5FwjaXw//Erfxg7Um9d451KiXM9gCvs5CUyTgUlvlcOca3DDtXAQ0a8RITCVZFVjnH6R+SkmsagaQyUctCejYjtN8jnTSsoKCi0LMIffo8pq35a6GW0KJplai0qKsKpp56KU089Nd/raf/wkgwnUcjAG+KFH9Fwba7n6oDvzVxcIw1p8YRv5Dn2s0+YxTnGq45wzzkulcZvDq9yIomBl7g4xtkkw9Xmt/74OFu9cZAX+7UcQgUBAQDOie0lCRdFseaISvT/pBisoQEdHaowmoJC2wGrr8eauSNQ96dXUErDhV5Oi6Dj16ItNJLtuptgSvXpt7NlfMY5z5feEHkq98yXjIdI4yhJMc6P4JD4I2nIxKtwEPdcqefmCYTGNQaeMZLAOJUSxzgAlmfEIh0OIkMcSgoBbBMrIRCqiDN0AwB71SM6bqjPB9UBwfP0UFBQyAu6vrIUF60+ptDLaDEoQtLSSKFKuMbI7JtMQy9c3pAtZYMQoVK4CAZJJAB2xVLiDoPAM86pqPgQloRwjQ8JSUlavOM8fd5z7fuah3z4zQ/AQ+Iczz6qidMr4tzHRhpbCeGg1qOkKILVRwehObZMUFBQUGgNmFu3YdmcoVhr1BV6KS2CnAhJY2Mjtm3bFq+1oeACySZE48rOyeCchNfuuVKFaxJCPn5mVs/0CeqIY1x8Hxj3ecnUENd6EwgFT+l58fO5OMM73EVWeAKBkaEaQuMpvbDIBqzQDHX0iYfol6Gb0KBa7Jw4ODOy2Z6Rj5Rf9dWgoJBXdP7Xdzjsw8w3fm1PaDYhuffee9GpUyd069YNxcXF2H///XHBBRdg1qxZ+Oijj1BfX5/PdbY/JDOspiMWCfO4xySQCeolG97rpXjtIQkJRMSjWPiSAc+cviEbPwUE7nGZqCO2t4QkjvFdj7fP6SWx+7l4KckJYBMPACJk42ijBCgNR7DhCBPasL3QodHKIZsHHngAI0aMQHl5OcrLyzFu3Di88cYbdn9TUxOmTJmCzp07o7S0FJMnT8amTZtyf58KCu0I5s4aDPgLw13bBxR6KXlHswnJ9OnTMWXKFHz55Zd4/fXXceaZZyIajeLBBx/EYYcdhoqKCuy11144/fTT87ne9o1UWTUAXCm/mSCVSoJEcpJQ1Mw5LpmikkzZ8I7z9KUjIsmUjgTPiZzXQUbcYxzGVq86Ane/VEOINc6uxOoIzUhFxH4GbHWE2n0c3XvtwI8ndVahmzyiV69emD59OhYuXIjPPvsMRxxxBE466SR8++23AICpU6filVdewfPPP4///Oc/WL9+fbvcN0tBIWd8/BWeemxihwvdNLt0fCQSwSWXXIL+/fsDAA4//HC7LxqN4ptvvsHnn3+OL7/8MvdVthekIxzZwI+cpJg/YWwqVSXJOF+i4jxO0uenbiSck6U6Yh8nuV6CCuI89qgo8bZ4u2vfGk94Rnws3HUsn6WXhBAOfcwObP9xMCqf+xw8FkWHQyvXITnhhBNcr2+99VY88MAD+Pjjj9GrVy88+uij+Nvf/oYjjjgCADB37lwMHToUH3/8MQ444IAcF6qg0L7Qa+73OGLMJfj+kMehkY5hB232uzjjjDOSVmwNBoPYd999cf755+O+++5r9uLaFZLVILHbfBhBJinBVp/7hpzoEbHh4x9xHicL76QM9SQhJl6ik+y6zVVH7Hl8iIuvOuJdv4dwAHFyIUM1blWEp1RHbB+J1V5V3Igtx0ZgHLR36r9fO0Wu/pFc0oZN08QzzzyD+vp6jBs3DgsXLkQsFsOECRPsMUOGDMGee+6J+fPn5+kdKyi0H5g7dmDAdAO/WDUh/eB2gmYTkl69euGGG27AW2+9lc/1tH9keGNKWRQtJTnxzJOhf8RVpt2jdjQ3XOM7Xyq1BIntqdSRBO+IzxhXqMapjiSM9agjsMiJrX7Afrb9I55QjWxz9vWt3oYVpwZA9xkMheSora11PSKRiO+4r7/+GqWlpQiFQrjooovw0ksvYdiwYdi4cSOCwSAqKytd47t3746NGze2wjtQUGh7YIu+w4bpAzuMn6TZhOSZZ57BihUrMHHiRPTs2RMnnXQSbrjhBrz00ktYuXJlPtfY/pFtDZIkY5NuqAf4EJUkfSnGZRSuyYakNKP9/9t78zArqjv//31O1V16oRuarUFWBQE3VAzIaBKjKKBjdMIk0ZhRE6KZDOSJkuiM3xiNThwSJ1FjfqhZjMaJjsZMNIsJicEILoCKYsQFAVFwaZClaXq7S53z++PUcqpu1V26b/ft23xez3OfqnvOqVPn3oaq931/PudUT9yR0HEE3RFNVAQTWf3uiOeC6O+D7gjsrckEjpjxPt767DCYh08CEc748ePR2NjovpYvXx7abtq0adi4cSPWr1+Pr3zlK7jkkkvw2muv9fNoCaJ6SP7+OTxw53w8eHBYpYfSa3qcQ/LKK6+4uSIvv/wyNm7ciNWrV+P2229HW1sbLMsq5zirF15A8+UTGfkOzSdUIupy3JSIhNRiRIYvXBMZhikw1RcR4gLFuyP+fvO4I3ZZMHTjTv2FVgdddHjtOfPnkDhtYtzCpJN34u32CZj0yyyyO9/FoKCMOSQ7d+5EQ0ODW5xIJEKbx+NxTJkyBQAwa9YsPP/88/jhD3+Iz372s0in02htbfW5JLt27UJzc3MvB0kQ1c2oFc/ixmEXovkLd+G0GlHp4fSYHgsSwMsVOfHEE33l77zzTq8GNagpcZl4F/0ZOHmaFeWM5HVJIs5TouNRSpt8rkiwjx7ljuRxR4BchyRY5ooQeO05k+Dw2ifMLMaf+Q52ZCZiwoMS2XffQ7XTmxwQvQ8A7lTeUhFCIJVKYdasWYjFYli1ahUWLVoEANi8eTN27NiBuXPn9m6QBDEIGP+dZ/GlYZfjF/90B05JVmeSa68ESRQTJ07si24HH0WKk3wCJJjQGlqedwyl7ZciQPKu0Bp0L/TjEKjPcULy7OeU9cwdcXJH9Pa6Q8KDZZCoNdOY+I/b8Q6bjAn/i0EhSvqTa665BgsXLsSECRNw8OBBPPDAA3jyySfx5z//GY2NjVi8eDGWLVuGpqYmNDQ04Ktf/Srmzp1LM2wIwuaIr6/Dxezf8JPzfoozaqovStEngoSwKWURtGJnaeQLwYS2j1h/JGx11uB+lIiAfz8y/yNiPLljCTmukIAJuiOaA+Jso2bWqDKvLmx6r7MNc0cAuO6IJ1AEOJOoj6Uw9dwteCM+FZN/yZHd8S5QzSsZ9+PQd+/ejYsvvhgffPABGhsbcdxxx+HPf/4zzjzzTADArbfeCs45Fi1ahFQqhfnz5+OOO+7ovwESRBUwZdk6LG37Mn74+Z/irNpMpYdTEiRIKkWx4iQqzyMP3o28WJGTu59X4LjPz0G4AClBrEQuEx9SlvPsm+AxUfVBdyQ4vVcL6YTljjjlUTkkHP5ja80Mjj/7dTw/ZDqm3h2Dte0dQFTfr5X+Xofk7rvvzlufTCaxYsUKrFixopeDIojBzYRvP4ur9l+G7qX34pN11fNk8uoMNFUBkc+xCW9cWjkQPcMm4phi1h+JFDBFiJSw/sIElL9edzvseoTXh/YZEvaBKyTgCo+c5kHnxN5nzjYgOMLcEQCRoRsASBhZfOy0V/D6fzSBH3skWEQSJ0EQRF/Q/MNncetXL8Kv2huRktXhlJAg6S+KXcW1CEFRVNimL/b1sjCRUoLzkdftQMBZceuLT2bN7dtfF7XuiNo6deE5I74tvHCNU86ZsMslFh63CXtuspA67VjwujpUE05Sa29fBEFUhvjK53HvR+fgu3tmYo818J8vR4KkLyggPnyLopVzufkeUsxaJJHCJE/bombX5KnPK2AKhYsKJLPqW99hAcGhl/PAcWHiBAAMt1xNv5vbvB1jrtuGlktmqmffVMuqrrJML4IgKoa1azeePT6B0zd8CdsyA/vZNyRIyoX7MJQil40PI2oNkqgpvyy8je9GHlyhNayfsP4KhHWKXXgtsm0xs2uc9wHhEZnMqodroAmOiGRWZxslVMJckWC+iCM6It/b7cckD+D0xevw+vKpMKYeDmZS+hZBEP2ElBhz/uv4wteW4fV054AN4ZAgOVSIyjMpVkBEtO1RmCZqXHnb5fmpHRHWAQJaMCRc4zTNl8yqb/Mls0Y7JWprcoEL56wD/0kn2hadBJ5MRn+mAQCFbAhicFHz6HO4cupp+Ledn8AB0VXp4eRAgqS/KeKBetF5IYVzRwqGWXznCT9nobYlCZN89UUKmLxCp0C4xq2KcEGCia1AeLgGiE5m1euC4ZpcB0Vi1rAdOPP/PYU3bjlOLTfPDQxIKGRDEIMOmUnj3ZPbsfDrV2K/1YmMHDgzAEmQ9DXFPmwvol05fmEWvcga0HNHpMhjCtYHywqIlmBd6EOV4a/LJ0byhWt8WzuZ1SlzklmDbQDAgPBtOSQSLIt//ejfMOqBvfjw8tngtbUhH4ogCKJvGPLQOlww/h9w8osXDhhRQoJkgFOagAh3UAofV8I5QsrCHI9iXZJC+SX5xyDDt/Dnj+jbsK+lULgmH8E2UeEaZ2swoR0rcGz9e7j4q3/C7ofGITNvVvH5Rv0BOSQEMegZce6bOH/W2VjZWfmlCUiQ9Ce9udn4Elh7eFxJIZyw+jz2QxF9esfk3qWcksIJsIFj8zgpxaw9lxOWCYRrfGUlzq4JC9eodn5RYkDisiOewT/98K9482ezwI+ZHj3wfoRySAji0CDbsgu3TpmBeRd9saK5JSRIBgKRK7P2UMCUcFjR+R6Fjilw/rzn6Wn7vK5JvgEGDslz1wzLH1Hb4mbXhIVrAL8ocUjwDK4/5Xc488HnsPWWk2FOnlj8h+gLyCEhiEMK428v4jPj5uLYW/+tIucnQVIpymzNFxIJJU35DaNHTkiR7XraPuK4oMAoJqFVJypvxK0vcJc1gu0DzognVvxixhEto2MHcNM5D+G032/CW9+bC3PShLznIwiCKCdj//tZzB97PGb8pH+FCQmSKqbgzJje/nXL7YQU23eJborbpIcJrYDKH8nnlKg24UIj6IpEtQ/DCDov8MI9h8c/xH9/6n+w4LGXsfWWk2EceUTB/soKOSQEcUgz4Ya1mD9uFo75Yf8IExIkfQkvz9cbtWx8rylTOKbo8Eg5hIlbV8SdLiTZNUhQNORbfySs3CHoigT7z3FJtJCNG9YJOCUGE+AQmJpowe2fvBef+d1TePOnHwFOPi7y85QTyiEhiEMcKQFh4bD/Xo8Fk+fg5Kv/tU9n5JAgGWwUFBS5DUpag6QMlBwyKkaYFHHnCy6IVg5yXZFcwRF5bBFtHJIsg0mxPfjZ6T/HV/7nN2h5dAY6/nkOWCxe2oAJgiBKRViQqRQaH3genzzyYzj745/Cmu7yn4YEyWCgl8/DYbJMP2N745647aPHkjPDppdUaoJtWEJrTpuI5Ncky6DZOIA7jrsf13335xi1Jon3/v0fYB42tvwDpZANQRA6woLo6IC15S1898SP4+xjT8eMZ/6lbN3TAzUqTTlm0ggJGPmSK3KLeut65Du+rxJci2rTAxek2BVao4iaYeMQnGEThhemyRde8tyXGCSGmGksa34cbV9egzcuHYvlz56NSQ8zxP/yIiB6b6uWI+RCIRuCGJxYrQcAAJMXZ3FO3QJ0nDAev/7xbRhh9Pyp5iRIKo2UEdmYhaa1AGD2Tb2QQ2K3jazuRQwjTFQwqcoLiR63XWjHUGOuwB0t6ozBKb6FcERGb3ESXYXkOY5JjAk08w4cVvsmZp3+Nj78+BDcu+sU/P2P0zHp4V2w3txWljEQBEGEYbW1AW1tSO7Zh0s+eiHAGHb882F45co7Su6LBEm5iRIHhW76XGvTw0BaoYfiFeuKSKYdH7pQWU9GFyCPYPGdv6Q+c6VEoam+YTNrij11T1ZydTDyuCVRgies3HFdYgwYaaQx1tiLm8f/DjsX/xVvXzwS33v9LMQfG4qm37wG7Ck4XD/lCLmQQ0IQhwQyk0b27R0AgPE/3o+z//Bp956WvXkvgB8X7IMESblgDGBchU/UHNL8bYP7AgAPcUs0gVPKg/P6lDDHpdA6JwOMQmuQFKLYdjnHRSTB6ignxB9yMSBdhyRMzFha1K6WMUyLdWFm/D0YM1bimvc/jYaXm0mQEATRLziuiUP2hmlFHTeok1q//e1vgzHme02f7i3L3d3djSVLlmD48OGor6/HokWLsGvXrp6drKeJoVHHhZT77oH65BJR4NzFT0Tx2oW1zXe8VlfUefK0iTx/wT5DZhAFypz3wa2DKEJNCcmLapevP6tERam3jzrW+c+8TwCf3/IZzL5zGe7+0vmYccuHMF57u6TzEQRB9Ia3b5qL01/pwOmvdGDh//d0UccMeofk6KOPxl//+lf3vWl6H/nKK6/EY489hocffhiNjY1YunQpPvWpT+GZZ57p2cmkUC4JkF+gFMobEfDuLoUSVgHXRXFyMtQ5ih10AQrkn/jOWUJdQco91ViyggufCcnyJpWGtedMhjoakceAwfD1oVwPC7xgzkm+3BUB4H/bZuKOp8/A2Cc4Gt5sw6QPtsLa/SEsKSFkpqjx6fQ0chbsgyCIQ4Nt/z0X552+HgDwzWF34mNJVd4WF/iPIo4f9ILENE00NzfnlB84cAB33303HnjgAZx++ukAgHvuuQczZszAunXrcPLJJ5d3IFEiJKpNHz/1tVdioSfkETYMIfrJaS9ZtOVSQCz1FOds0j63EhHSFSBRqHolOnTr0QIHR3GCxZIsR3+KPGJln0jiurfOR8uqcWhen8KMnXsgdrwHkUoVdb68UMiGIIgCGFMmg/+sGyOT7fjmKE+E9IRBL0i2bNmCsWPHIplMYu7cuVi+fDkmTJiADRs2IJPJYN68eW7b6dOnY8KECVi7dm2kIEmlUkhpF/s2LU5WVooRMA7FuCh5YFLmnWkTJl5CBU2YQMgnREL7iBYgTLKi1yIpSv+5bfOInl4QFCKOO2JJXnCmjhVwUgDPTRGS47X0GNz04tloeLIGwzd1YtJb25Bt2VWk7CkOmvY78Oi36w9BFGDvZXPRfNHbGJncg7vGP4EEi/W6z0EtSObMmYN7770X06ZNwwcffIAbbrgBH/3oR7Fp0ya0tLQgHo9j6NChvmNGjx6NlpaWyD6XL1+OG264oY9H7qeQYCjvufreOemTcziiIo8AckRKKVqvpwjJwbUwjghxPorBssNBzvYvB4/FfWtPwahnDBzxWhvYG1sgOjqQLePYiYFLJa4/BOHCDWy95SNonr4bnxv3Zyxresuu6L0YAQa5IFm4cKG7f9xxx2HOnDmYOHEifvWrX6GmpqZHfV5zzTVYtmyZ+76trQ3jx48PbywEYAR/5/YxhcIYfXE3LjZ0kq9dj+uKcDdKcEDcMI2bH6K2UeUqPCNhReSTBMM8liZUnLaOk+I4J+q956BYYPjd/llY+ezxGL0emP73Vsg3tkJms30bEaGQzYCjpOsPQZQJnkzijduOw5Dmg7jvuDtwSrJv5sMMakESZOjQoTjyyCOxdetWnHnmmUin02htbfW5JLt27QrNOXFIJBJIJBL9MNoIZPGJE0wAMp8eKiheQurLnbeR7xx566JFhpvAWoQQcRJZexn1KhlPjKh8kzAHxZIcj+2fiVXrj8Go9QzTX9gD681tEOVa6r8YSFAMKCp+/SEOKXhdHTYvPwbmqC788eTbMCNei76cnHtICZL29nZs27YN//Iv/4JZs2YhFoth1apVWLRoEQBg8+bN2LFjB+bOnVvhkRZHKaGcgmGSMomTXuWW5OuvCCHkM3/s9lGHOdN99Zk3hXJJ/K4IAm4JQtwSJTKcreOOBGfa+M4BDgMW1hyYjsc2zMTIdQamr/0Q1pvbYPWnECEI4pCFJRJ46/oTkT0shcdP+wGOiNUDqO3z8w5qQfKNb3wD5557LiZOnIj3338f119/PQzDwIUXXojGxkYsXrwYy5YtQ1NTExoaGvDVr34Vc+fOLf8MGwf9jlnMfgnkTPnt4VTdnh5frBApWrDkI+igOPfpQB9hX2vY9N9gmU9o2O/B/KurOjkiwam/wZk2+WbYeO6IN/V3W9coPLRpFhrW1WD66n0Qr26umBChpFaCOMRgDC1XzMXBKRZ+c/ZtOD6RAFDfb6cf1ILk3XffxYUXXoi9e/di5MiROPXUU7Fu3TqMHDkSAHDrrbeCc45FixYhlUph/vz5uOOO0tff7zPKke/RS3Gi14c6MmV2TvRIiyew8iSsBstCXA5HcAS3wTZwXY3CLkmpOMIkONPGETIHrFo8+NYspNc34Yi/dYCtXw9Rhgfk9QrKISGIQ4au82ej5WQD1//TQ7hoyF4A/R8aHNSC5MEHH8xbn0wmsWLFCqxYsaKfRtQL9BuvAFzPvxR3QW9brGgopq88ZaHOjSYaXAEC7d6VR4DknfqbV7iouuBMG70nJ4+kXImtuS5KIHQjOcAEntwzA6++OAnjnhCoffxFiO7u/N89QRBEmTCmTMY7nxmDo8/ejDWHr6roWAa1IBkQ9Mcc0xB0N8O/X8CpsPed+3pOcmmRQqZQCKnkXJOwMehWSlQYpgjHJJ8r4iW9homQ3uWRtKSGYuWWo1C/phbTH3kL2ZZdZXo+cHmgkA1BDF6YaWLf5z+CD+dYePOTP0KM9fOM0BBIkAwQmJSQYCH7unPgiZvw8Elp4qcUR6Ro0VFKcmwxs2n08xQhWPIltvpzSsLDOGGhm6gVW0vNI3G2GWng6T1HYPuL43DE/3UA69YOzHVEKGRDEIMS4+hp+OATw3HD1+7FJ+s6gcg0+/6FBEl/o0/bLWEKbz500dLT59lEuiiFQjNFh2mQKzDC+uxBu9wkV88VCSaz6vkjwbBNUIz4wzm9D9sAwL5sHZ58Zwpq/jIERz74qnoqJkEQRH/AGLrP+Qh2fEpg+4IBlC9pQ4KkyujxKqe+G7huFSCvuIjqo9dhmpB8D1dTROWdQNrhpJA8kmD4xve5/HVhTklwPRJdeAAoS9hmW/sIvPTaZEy9LwX27NqyLvPeF1DIhiAGD8bwJhw440hcduNvcGnD7koPJxQSJOVCStvx0DNOtbpinBD9UN++DF+1y5foqrXRb/La4mj+GTPh+2F9R860yedWIKAPSq3XBEhBNyTQzueK2HXBsI2+Dkm+sI0zo6YnYRuAQzAJIQ1s3DsOe9aMwYyfbIH14Ye5f8uBCIVsCGJQYBx1JHaePQLrr7gNtTxe6eFEQoKkLyiw7CcTEtKpL+MSoZEORZQeKuBiFNNfIdHhOxdQWGAUMa5yhG0AGTrbxidG7BOXMtsGUj2xFwzgkOiyYti46zAkHh6KCQ8+Bys7ILNFwiFBQhDVDWNgs47Gzm8KvDLnDgADV4wAJEj6j2KFR0Riqt+Z8O7EJT94rxhxUkB8RB4b1bZoVySiHZAjMooN20gEZtv4hErubBsVgpHg8OeT6FsnbOSJEO4u5667JAezCby4Yzwm3sHBn1pH92aCIPoNZpqQJx2FBXevwRXD3q70cIqCBEkfIaUEyycUilmdNd+smai1SCJm4kQlrUaFYwq6I0FhY78vJET8faiQik8rQNNb+pTdvK5IdNhGb6eHbYDwMI36Cv1iRMLOE5EMAnBdEie/JMwlOZBO4qU3J2LGzfthvbkt5A848KEcEoKoTlgigcypx+DWu1fguHiy0sMpGhIkA4WilpVHuLsBzUlAyM0f2n6IcCnVHXGES9Ax8U3PBfIKlKLDNo7OYOH9R/bjKBAnh0QP29iD1RdJcwRKWHKrAHJcEkeEAIBgfpek04pj08sTcdR/vY1syy5ULRSyIYiqgyeT6DzzODx8x60YZdRVejgl0XeP7SOcO130+172yfL1p1UxbbUt/Rdrqfs54sbeRrUJLS+inun1kgXqvYQPpqsht51XL92tXSaZliuiyp2X2w7+ckd0OC6JUybgHee8F5KhMxvHa89NxvTr36xuMUIQRNXBEgns/+fj8Ze7VlSdGAHIIakseUIykYuj5fQB7w6eL0+lCBek5DySEttE5YX4wjZueUjfmlvid0Mi9gPhnCiXBGCQdpxIBlwSbguPMJfEySUBVNim24phy/MTMfU/N8E6eDD871BFMCnzi94i+yAIou9hponWT5+Ap763AjEWq/RwegQ5JH2NCCwGnucCnffiLXRnJPq4SEcjTzv/fqBNiLOhXBEZ2obp7V0nIzCmiD5z9rX+/OdhWn2ES2Jvi3FJ3Hp7K52t5oA45bpL4rQXkiFtGdi8cQKmfudViEEgRgB4f6vevgiC6FsYQ+sFJ9liZGCsutoTSJD0B3lDK4E6EbGPgGDJCQeF95kjciLa5QoO/bzatpTwTBHlwbCMW66318Iwvm2+/aCAcYWJs2Xueb3wDXJEiAiW2VsAyAruhm42bxmLaTdtoZVXCYLod+TJx+GR//p+VYsRgARJZcgRISUIFv1tjmAJ34csIY+kkGsR1neUK1LQ6Yhun+9YV8S47/PkkuRxSYIiRH+vuyEI2bcEd/ff2jUCR313N6w9ezGYcGbZ9PZFEETfYRx1JH74v3dijFlf6aH0GhIk5aQUYZGvvoRk2GITW3Pe53VEdIclop0MOjbwHxMiKHztcoRGES5JxDhyHZHgPst1SQLhnVxh4u1bQktm9YV8GPZ31uDw2wWy29/BoCP43fb0VSTLly/HRz7yEQwZMgSjRo3C+eefj82bN/vadHd3Y8mSJRg+fDjq6+uxaNEi7NpFycPEoQlPJnH8/W9gRry20kMpCyRIyo2UgCz8EHkWJl7yiZKwdmFtgv0G3jIp/a5EVNs8giWnXZjLEew/n0sS0T5HvMjgsYEZN0HxEiJCHJfE+RqkZJCC+d0R+xhXgGihG0eYWJIhIzjiDw0D1v0dRO9ZvXo1lixZgnXr1uHxxx9HJpPBWWedhY6ODrfNlVdeid///vd4+OGHsXr1arz//vv41Kc+VcFRE0Tl2Pzjo/BfowfP9Ydm2ZQLKbxZIVEEZ8E4d758C6jZC6AxCUjt+OBMFgZ7Vo47W0WCgdmzV7wZOw7emh52O0A7NnffOQ8i6vLOvtH70JHwni8DqDG634m3cXWKPRWHSe2YyNk1Wpn9HUrpjNtbvVU6A3dm2ThiRACce0/8VTNtJJj0lpTf88JoTP7VhlJMgKqivxdGW7lype/9vffei1GjRmHDhg342Mc+hgMHDuDuu+/GAw88gNNPPx0AcM8992DGjBlYt24dTj755N4NliCqiA//dS7eOvPOSg+jrJBD0ldEhW+CrgZjvjIWsR99nkB3+VyPAhQ12ybwXndcwpwMnyuCQDtnfCEuC9PKfWUiz7okgmn92ftOe3srA9vgjJyw0I07y8YO3wDArn0NmPLTdyEz6cjvs+qRZXoBaGtr871SqVTB0x84cAAA0NTUBADYsGEDMpkM5s2b57aZPn06JkyYgLVr1/b64xJEtWAePgk//fcfVnoYZYcESR8iiw27BB0SodXDv8+8WIN2sw+cJyRsw6RUia0BIcACfeXPLfHX5134LEJ05JsWHJpLkm9cUjsmdCx+MZIrTuxmesKq8EI3wmkH9cA8p006a2D0Iwlk39mJwUw5k1rHjx+PxsZG97V8+fK85xZC4IorrsApp5yCY445BgDQ0tKCeDyOoUOH+tqOHj0aLS0tffEVEMSAZOvyBsxKDOwH5fUECtn0IZHPsrFFiPvUX+1hea5ACR6rh1ZU5/4H3UkvbOMkg7phG8ANY6jZNhKSMy/swv19MaHaS0PvOxgisiMoAgC3l5IX6hhnm9PWOZ8e5tHG5oSCEGgH6RlJvjCN82VoIRr3oXvOVyoYYEi1te+OUtpuiiFVpM2W5VJwMC7cPBLGJIRgYIzB4Eq9CMHR9tZQjH7s70FzisjDzp070dDQ4L5PJBJ52y9ZsgSbNm3C008/3ddDI4iqIr3gI3julNsB1FR6KGWHBEk5kfoT7wBpCTDTfi+1u2eYUFHLgiLygXv53munjXz6ryZY3HZgAIdKsOXMEw3M35crHJybfJjx4wgKAUiOULHg5sPobewcD8Y1Xeas3iq1w7WxMYtBmtIdl+OSSEOqvpi9r/XveoGCAdwWJhYHMxyhwZQOdJrZ7w1Dus+4kVCCZPLv0hCdnSFfwiAj4Ij1uA8ADQ0NPkGSj6VLl+IPf/gD1qxZg3Hjxrnlzc3NSKfTaG1t9bkku3btQnNzcy8HShBVAGMwr2pBIx98YgSgkE35yAmTCDDDvssKEe56hBEQHUyqm6zriAhvOW+mpn4oUWGX6WIkmE8i9Tsu4BcLTkgHAVEipM894RZ8zoWzDU4BdsMwttuSsw2Ea9y2ellYyMY53tIGJezxOjkkTDkgTGhtLOYL4bi5JJL5JkUJwd06xtT7bNaAZXFIyZDa2oDY2tdwqNCfa5BIKbF06VI88sgjeOKJJzB58mRf/axZsxCLxbBq1Sq3bPPmzdixYwfmzp1bjo9LEAOa1Nkn4VdHPlTpYfQZ5JCUE8Y9p8M0lUNicIDzgKMhAENzTtzEVmaHZoDgrBjAEwqS2Tde7jkkKvQD7Se+Fg5y2gO5uRiA3xkJhE6EwVxHww3JWP7QjOtcCDsU5JxGEyVOeMfpR2ghHcfF0PtWxymnQyWzAtK0x+uEhISaLeOOjdsfxv4bSOaJORj2YCxblBnSjRlJwZVrwqX7lUrBYNlfHbcdFcviGLcqA9HdXey/CKIElixZggceeAC//e1vMWTIEDcvpLGxETU1NWhsbMTixYuxbNkyNDU1oaGhAV/96lcxd+5cmmFDDH64gdiyFgwzBseaI2GQICkXXBMQjAGW5YkOR4A4okP99IY0DfsmHtGnLmK0KcJuWEZqU3stCWl6eSluLoYjNuzQjDSYuumbytUQXIkVdTPXz2cPVWj5JpqY8OWL6CEaQIkAE75cEiYBwfV+1VYXQ25fAupzcemKGSVA7P4NTzBJA67To4sZN3TDbdXl5JAwr16Cg9lChNk/51UiK7OFiACYquNcomNXHWqe2wKruH8R1Y8z7ai3fRTJnXeqKYynnXaar/yee+7BpZdeCgC49dZbwTnHokWLkEqlMH/+fNxxxx29GyNBVAHy5GNw99QVAKp/RdYoSJCUE8sCYqYdRlF3RiklmGGoOtP01iJxk1q5J1iEBEw9mQI5uSPB9UjcNrpDojslbhv4BEZQGDiCIidXhMHLNwkeY+dm+ISHLnoMuGEXaapwj+S2NnDEhyMmAL/TAdshYepD+3NbvLwSSAaeAaQhXbcGln2cIb3PIQE3ScSQbrBS2u2VArGFiX1OKRkgAAscQkg0vWTAam0t9l9D1dPf65DknZVmk0wmsWLFCqxYsaIXoyKI6uPtT9ZiwiBYHj4flENSTtwQilT7lgXGueeWCKHK9Sm/esiGMzffhFlaOeC5A+5TdgMXb+GVKQdFuSYAvFVh9ZwPN19Dau4EA7ekF7IBfAIkZ9qwts2ZAsy8cwAAy3pCg2fhCiZu2w2SqTa6GGKOFWGLH2Zp57HDOI6D4n5HAaeGWU54C67QgACQYUCWAVnuTQd2Pi+X4EyCcQFmixQra2DkhrbeOwYEQRAlwpNJnHXGi5UeRp9DgqRMSMueKmJZgOGJEOkktFqWyiURmtCwXZLg4mhhsBzhooka39Zp722dsIjrauiOCPNyRHjWDs84N3amxIMT7mFShZe4JhRcQaCJHEcsOOf3Jbg6H9NZA8Tuw+eM2MLEcTx4xk5Q5fZYLDUGJ4wELm0Bo5wZV7zZIoRJpoSJgJ34mpufIwWDtNRLZDmsLIdlJ7NaWQPWh0nwLYN73ZEcZJleBEH0CuvEafj6qFWFG1Y5JEj6AnsOK2NOgqX2NQeEh3RcEc4By94KocIeWQFpGGCWpRJUs8ITNW4HUMLGFSABNwROvoX0ypy2lnaMdG720hUwbr6I42JwBiMj3VALz9jHOPkbrgMi7fb2sY5DoYsWZjsejkCCLUx0QeWGWrxzuDklmtvCMrbI4CpsA2dMGQaWZqreUsLEdUk4VOjGkGCGBDOUG+I4JIzbWwCMSdS9y2EdPFjoLz+ocIRib18EQfSOD06pwwRz8CazOlAOSV8gLIAxd5aNzGbBYjEgmwUScSBrAfGYnTtieqEbgwNZCzJmgmUsyERMbWOG31GwBETCBM8IiLjhhmQks0WMyZWwcPJMhISMcc0t0dq7YR5Pr+hJpsxxGWwHQzI7P8RONOVZQJjevuSAMFW/LA2IGFPCJGsPJW5rB/u9FdfOJZUAUgm39jH2eYQpvdAN7HI3DGMPXAZCOHadHtJxkoDd2TdMetOh7fwRN2/F2XKJodssCtcQBFER2o9KwWCD3z8Y/J+wn2D6zBo3Z0QJE9fRcFwQU7WRpgGWyXr5JQDAmXJEYgZYOguYHMyyLQqDgWUERNwET1sQTgKskBAxDp62lPCwwyvCZOAZ4c66UY4Lc3MtpOEJBUBzK6QEt50S3XbXn1DMfOVOoSMsvMXZeFZ6oRUoV8VxXoSh3ntCxv6YaXtcHBAxO5xkMfA0U+Ebe+zOC1AhHJ5h7svJHXGSW6Vpv5yEVnt2jbtvuyXg0s4b8b4XaXHUvdPe438bVQuFbAii4vBkEguPebXSw+gXSJCUC87ULAF3rREv54OZhnJHOPe2mkhhmayanZPJQjqzbQSU02E7JMwRLCYHT2eVM2KpMmkw8JSlyrISTEhYMQ4jJSBsl4SnBURCOSdMSIg4A8+oMSjhou3bIkW5HmrqrTBVbgnPSnf2DM964ROehRqzHZrhliNEmOtc+ERMILeEBW5ebohGS3p1HA8mbHGS9cSQI2iEKzqk10eGgac4eIqDpbgK46S5+0KGA87Wsp/4yyV4TMCIqRMYe9rK8I+kuijns2wIgugZrL4OpzW+Xulh9AskSMqF+0AUJ4dDTeWVdl6IdJJRnVk3tjsiTd0dUeJEhWyUOHHDMLZjIu0pwzyjynhGJc1KgynXJKbGwbMSIs5dYWAlOXhKxTtEjMPoliqcYgJml4AVZ5CG2hcmYMUYjJQSVVZC7TMLyNYoYWKkpRIAcdvlyKh9YTLX4bDiDCIG8IxU7Q3ASqqblJGyc1AMFbaB9PqBHboRcTvdwy5381EA2+2wv3sJd8aNSmwNvLLMFTfqpSe5wntKsP4EYOlE0hhkpwF54NATJNrjj3v3Igii54wegWPjH1R6FP0C5ZD0BUyFZphpQooswOynMjpJq5ZwRYeaNcOBjMovYV0pyISpQjcZCzJhgHemIeOmEiwpC6I2BqMjDcQNiLgBozuLTEMcRlcWPG0hW2ci1p6FiHNYCQNmRxZWY0wJkZRAusEEkxJGt0SmXgkYs1sgU2fAiiuxIQ2GbJIh1iVhpJUQMdISsU6JbJIhU8tgpiS4xZCtUWLA7AIkl8jWMrtPdTPK1jC7XyB2UPWdqfeclVgH7HaAZT+igacB3uXlqFhJwKqRbpIttwCjm3kiRcs1ETFAxCJCNI7TYrsgkEytQ2ILFJay149hXLk9poDRYUB2p/rhHw5BEIQfURvHcOPQEPYkSMqFZXnTTQFAityFniw7mTWddUM7zBKQhnJGRK2dDGpJNbsmnYGsial2GRWSMTrSsOrjdpgmi+yQOHhnBsySEAkD5sE0MkOU+DA7sugeEYfZBZidFlLDTJjdFswugfQQjuS+LIxuhlQjR81eC2anQNdwA0bGQqxdoHOUASaA+EGBTI2BdD1DzV4BUwJdIznAgGSrgDA50o0MZodEok0JgnQjg2QMiQPqV3K2liETA+KCwexU04tTwwCRAMAAswOIHVQiJVsvYSWUK2J0MZjdSsxksgyZIRIiIWE5U5EtgGVV+IZnGIxuBiOlQkWSw12pVRqBZFd76ySwSm67LgkBlrQQS2QRi6l4UfdB9RiAQ43+XhiN6B3G0EZYrQdgjBgOVlOD7M53Kz0kgigJEiRlwhUfQsL/tDbNtg4uiBYsc2Z+CAHEtFBOcOE021VhGctNHmVZAStpAE6OiMlgdKobqjDshFduQhhM5ZOYhh1eUVOLRYzBSAmAGcgmOJLtGTBhIFvDkNwvYXZLdNVziBhDrF2gawRXTsh+INYh0d3EkK1jSO4XiLUD3U0Moh6ItwGJNol0I0OqSVkZ8QNAolUiU6/KREy5Hcm9AkwyZGuBbKMAJBBjHGYnQ7xNwuhW30UqISHrs2BxC8LikN0GeCeH2QGYaSVIvPwS5uaf6Hkozr4w1Uwgq0YiM0SC1VgY0tCF5iEHURdLoSOTwJYPBvfqiJGUIymVBEn/wBhYfT1woA0skYAYVg8cYsvmENUPCZIywfQH3gnuiRLOvERXZ8YNC5Q5ybBORg9Xyafu+iVSQupl7rNwuDfl1+TqBuzkmNh5J2AAt5zpwSrZNJs07FkpEtlaQyW6ZiWshOrDTClxIwwg1qVyNZw8Ep7Rwjwdyn1I16u8Ei8co96bnUoUpBpUyMbsYIgfVCIgU6/yS8xOptplgVQjR7oRkIaE2c7BUwxmFwAOpIbZQqVefV7WbgLSdJ0RlgV4VvUpTbjTkqWzNklQlGjobWSniYOiFl3dMdchYenchdQIYqAh2w4CUkLsbwVLZyo9HIIoGRIk5YIz+HKEnQfr6fNHnQfsuQ/agzv1V8ZMd6l3aXKw7gyks1YJY5AxDp7KQsRNO1Qhka2PgactwOSQBoPRlYVVEwPLCvCMQLbOhGHncVg1HGangOQMVlLtixiDlWSIdwiAA5lajlinciYy9Rxmt0pGTQ9RnyXerhJhMzUMZpeqy9RySBOItUvwLJCpZcpF6QB4WoVesrUq0ZVnAAg7p6TGTlbtUvki0gCytU6SLANPA4adyCpiqs5KqqnIPGXPsLHsGUF6DkncTraNSciYlkPiLIbGndlN0ktiFXYOiVThH3SYyHQayHAAMQEzy9R6MofYNZ5CNlWElLDaVOK16OwEOjsrPCCCKB0SJOVCX7RGCoDZD9Jj3BUfzsJniJlqyq6hzcwxDTXtN+YtlCZjBljKmfZrlyUM8FRWuR8AeEbASprgKTs840z3tWfbGCkLVkItrMYzAlaCg2ckeFbCSnKVIJqRyCaV28IzUs24YSopVZgMVpypBFWpBIdyUSQyNQwiDhjd6saTqVW5G0aXmtmTqVN5HEZKwkgplyVbrwSI0QUYUMmq2TpvBozZAYCrmTfZGnhThrOA2W7nhRjKRRFxCZHQogJabgjPqmXg1XvplrvhG12kMDvXhKtEWJj2M2wMtSZJtp6D1dQA3d3l/lczsOnnp/0SBJEL70jhQ4tjlFG4bbVD037LhdTyPQDbBVErtUIIFdIBXMcDWbV4GstaXmhGqEXTWCoLGY+BWZZaZMxZjyRuuyhSQpjcm+ZrJ8KKuAFuKbdDmHauiMGUSEipdUjU9FqBbA0Hz0oYabVvpJXDkU1y8CxgZNRsGiYkjJT0pgV3qwTQbMJOJE0rV8OKqcRTnnVmuSihwzN2jkbcni7cDZW7EbfdkKyaAgzAPc6ZfcMzXrlUERp4y8gz34JsznNunERWZy0SaUhNxHhixlkUTXLpJr66q7XafToLuKLGAms4RPNICIKoLLv34tV0c6VH0S+QICkXwn52jf6L0M4NkVkLME0lQkzTTVB1nmMj7UXREDO9JwJzeOuPZAWkI1qy9kqtGQvSdlicGTYqcdUWII4b4i6EptYhkbpAiamZMDyrBAegckyEnYOhptwy7cF72sJpdkKo+xwb+2bvrPYqDGaLB+k6Es5qrZJpL+6vc786OwTj+xfqrDDLpRuacR/IJ2wRY68zAmEns3JAxiREQkAkBGRCQMYlZFxAxgUQk0BcqJcp1bNtGADBIDIcVoarZyOObCzrP5dqgBZGI4jKI9s78OSBGZUeRr9Q1YJkzZo1OPfcczF27FgwxvDoo4/66qWUuO666zBmzBjU1NRg3rx52LJli6/Nvn37cNFFF6GhoQFDhw7F4sWL0d5e+jLh0skNEdJbPp4b3uwYwH52Dfe5I9J02jouiT3l13mGjS5GLPVMGt9KrYwBnHnPtcmoPBFHaIiYWhVWMrjPuHGfgmvZrgPgLe8uoUQUZ94Tgp31wjjz9n3lzpcA93k3znthMvdZNZD6UvDqpVZXtQWFvSqrFbfHZYdq1IP7bBESsx/+py10BtgLqcWk+5KG9EI4wl4czX65T/0V9r62DgkEU0/+dW6kDGCGQMeEupL/TVQ9skwvgiB6jOjuxp82HV3pYfQLVS1IOjo6MHPmTKxYsSK0/uabb8btt9+Ou+66C+vXr0ddXR3mz5+Pbi0X4KKLLsKrr76Kxx9/HH/4wx+wZs0aXH755T0flBSuEGEGVw/YM017dVbHJTG8J/w6MOY+58Z9lo3jkFiW+5dSz3Hh7kP0INSaHqpOqufdaGUA1CJrtigBlGBwRIO3hU9sMFdcwBUaAFQ/9owUZgsKV9zYLgm3k3OFHabhtvCR9qJmTNpCxHZUnHMJu1936XrTc0mYsEM0WvhFf6ieGpw9Tudlj939lW6vNQJDKjckphwSFhdgMe/F4xaMuL01BQxToPUIw5+gTBAE0U/Uv5qApS8nMUip6qTWhQsXYuHChaF1UkrcdtttuPbaa3HeeecBAO677z6MHj0ajz76KC644AK8/vrrWLlyJZ5//nmcdNJJAIAf/ehHOPvss/H9738fY8eO7dnApD0zRl87xCFwU2NCesvHm4b3tF/Lzh2xLOWYWNJ+6q+zRomX6wDpFxtuuTMcBi8hwnE9JNyl16VW5zyID/CcDBXCYfYzcpjP7WBCEwj2cc7zc5w6VQglCDQR4Vv63RET0AQE08SRO41XtXeePixM2CuuQjkh0ssZge6SAJDuI43t6ddSfW5pn1/lJUtI4SSqMHc1145xAsaQIe5MhkMBmmVDEAODMc92YMdXOzE5Nrhz2araIcnH9u3b0dLSgnnz5rlljY2NmDNnDtauXQsAWLt2LYYOHeqKEQCYN28eOOdYv359SedT+SPCDtcIN2zDuD3LxnmiL9fWHZG2k6E/lI+rm2oQqa9XImyhY4dX7AHYW6d9yFZC/cWl145J6eZ+SMNzUpwbvxNOUeKAuUJAdarta8c4SabOed0xcO+8btjIcWI43CRVJ6zjhmNMO/FUeJ9B2CuvMif8wqASWPW8EyfnhAWWkA+5SzJ7lg0zJLjtihimBcOwtyO7IaaOz/3DD2aELM+LIIheYby4Gf+9e17hhlXOoBUkLS0tAIDRo0f7ykePHu3WtbS0YNSoUb560zTR1NTktgmSSqXQ1tbmewGwnRDp3zcMSCG0nBLuLYwGwF0gzREazrNupFpgzC9U4B0DzdVw0GcdM2aHdsLFiu5GSO6JDCak6274nAyubbU+9K1vWfZAmAcIOCh2fojzED3AFiamd6yTNAtogijgqDgzaxwHxXnv9KfCO7YQccSMZOq9aYdtTOGtTWLnPEjBICSDFNzOJ2EwTAsfzmo4tMI2lEMy4Ii8/hCDGtHdjb/+9YRKD6PPGbSCpK9Yvnw5Ghsb3df48dqvZiep1XFLYDsnluUthubkdtjuCNNECAzuFyGqA9/5Zdj9kKmETOm6JmFt7OMDbXQHJfisF29WDAskt9rteOA9s0WQE47RhIObNAstlBMUNwER48QMpC5GnPM5wgUqmVXt2PWG7YjAa+N7wJ5WzhjUeiOGANNDPJKBMbUOiWEImKbAvhMtGEOHgiAqRd7rDzGomfT7TmzPlD7hopoYtIKkuVnN2961a5evfNeuXW5dc3Mzdu/e7avPZrPYt2+f2ybINddcgwMHDrivnTvtB0bo1rQ+4wbwxAjzxAg4z00+DRIUJlpYJ1jvCgHuORzBcI0jRvTcEV0oeO4LfAKG6TkqXBMUmnviDUR3X7zzB8sQHJ/Tt5tPIsEEc5NU3YRW7Xzu4mbOMfrCQfYaI86Y3EXQtHpm2Bm1tgsCANwWIJwLN7QjJYMQDDUjOtE1ZwoOFRi8PJIevyr9IQYZkdcfYtDD1m3Cl7Z8rtLD6FMGrSCZPHkympubsWrVKresra0N69evx9y5cwEAc+fORWtrKzZs2OC2eeKJJyCEwJw5c0L7TSQSaGho8L18OM+usSy1KBrgLYbmtrGdECAkB8SbAZMXBtdlUQ5E4OrvTtvNDdfofXiuiNfODYEwO8fE7ss348ZxP7RQjj4tOOdczntNnOjnc9Y00Z0TYbscMniM69DIXKGj1TMnPMOl90GdRdGcjpkSJoyr9UccbaWcEQnutAVgGALvnm6CJ5M4JHBWau3tiygbBa8/xOBFWLBuGY391uB9LEBVC5L29nZs3LgRGzduBKASWTdu3IgdO3aAMYYrrrgC3/nOd/C73/0Or7zyCi6++GKMHTsW559/PgBgxowZWLBgAS677DI899xzeOaZZ7B06VJccMEFpc+w4V6YBgDAuJplw5gnQILhmDCCQgWwE1Glex53qq6TEBuYDZYThtEcD3/DwFvt5s6cfArOch0O3dlw93U3JxD+CXND9DHqeSDIPdbdd78LeCEZu0zljEglOCS8FVgdDOk6HuAqFAPADstoXXHh1ikjS8C0k1sZk0hMaUNm7lE5XyVBEERfk/jTC/jMm5+t9DD6jKqe9vvCCy/gE5/4hPt+2bJlAIBLLrkE9957L66++mp0dHTg8ssvR2trK0499VSsXLkSSe0X7v3334+lS5fijDPOAOccixYtwu23396zATG/vmNB8aEnsMILrwDwwjCB9tLnnAT6co9FuKuSc35vV0+KzQnvhLTP7Rue0AjLL9Hqg7kpYVsnKVW9l94zZ3yix966okNvI7W+pL9/n3viiRRmeEpOd0Kc90wL2RhcgDMJw7Cw/ZNxHPlcHURHR54vqPqhab8EMcCQEtn/bsaBn3WhkddUejRlp6oFyWmnnaZciAgYY7jxxhtx4403RrZpamrCAw880BfDg5TSEyX61s4h8SHspFY9zyQ4G8ffORiYuyqrMy03Z9ZLcEzcE0KemGA+h8Jtp+eoBNwK6dtn7jG5iamBY4LiRxcn0jmvVu4cG3LeHAclVIzYOSaao8IYXGGia0jGnURkT4w4wsTNjeUCjUfsR9vZx6D+4dKmhlcdtkvW6z4Igigb8ZXPY/YzX8bmj95X6aGUnaoO2Qx0chwSIDds44gNn1sCfxtNdHkzXlik6MhxWzTREDVd1y8wAvthAgJ+ARMUBlHiIcct0cfgJKmGnDs090V3R8LaaiGasK0jRnIFiCpzXBMGwNDaxE0Lu/4pBXMizXAgCKL/mXJNGzak0pUeRtkhQdJXRM2eKZBD4nclWK44yTlP8PjAfpRTElLnPzbCHUFQpLBwcRHmhjjoYiPgdOSEaoLigwccEOjHasLE2c8RIf6tJ4Ckqw0d4eEIFW5vGZMw7ONGN7Vh62XjwGJxDFaYlGV5EQRRXrJvvY3Lvve1Sg+j7JAgKResiK8yx7nIL0501M04+viccE1InS+/Q+sjygUJC53kdUsi3IzIXJSgYAk6HQg4/k5OR1HuiLbvOiGqjOkiBI7wCA/VuN0xqR7CrLUZcdIutH7mxIgPNwgQZXoRBFF2Rt61Foc//sVKD6OskCDpC4oQJ6Hrj0QtiBaSHOt7do1eHRKu8Z036HxEtQ1zNKLaRdSFuiIIES8RLkpk/okekgm6I055oN5577kf8MSIIz5YbqiGuy6J3zExmESMC6Q/ux84+TgQBEH0N9O+/Br+fdfxlR5G2SBBUk6cNUjCKOSG5BMgPaWHgiNStORpl09wROWa5LgjwXJfe80r0ftkgRfC9u1pvnYZ8+WqaAIlEKpx9g3uCREecE2G1XZh+9cYzMkTMdigkA1BDGxEdzde+dxUvJ4eHGuTkCAZCBS7WisQcEP8VTn5I9oxvufKRLQLDdGE7OebcRMa0inWHYkQFOHHeqEa6RMrAXfEdj4AW3Awt1ufK4LAe90dQcg+1/Ynj9qL164ZBWPEcAwqZJleBEH0GdbrW/CVf/sa2kV3pYfSa0iQ9Adh65FE1eX5i8i8YZzw/nPWJ4loF+mYFArXuOfpTXkR7khI+CbaEQmcTxcirkjxFtnw8keQI0B4sEyrM7kAh9qfMfU9bL52KozBtHImrdRKEFVB4k8vYN6/X4GMtCo9lF5BgqSvCa43kicckyMefAt6RYRRAsflW9gsql3J4RrmtSvaLUFueU774LjzuSNufc/cEVXmd0ecreee+MWJI0agbZ1QjskFps3cgTe/dfTgEiUEQQx8pMTQh17AR69eUtWihARJJSlSnESuNwLkiI6i2vVivxxuSVBcRIZz7PpSBEy53BG19YQJD4gTziQ4vLwSDomkkcH0j7yNN687CsawYah2nK+pty+CIPoemc1i6K9exEevXoKUzFR6OD2CBElfki9UU6htEe1yRIuei6ILgWLzRwrslyRAokI9xRyXt774mTXFuCPBBFav3i9E9FCNI0ByBYxErZnGUR95G2/ceCTM5tGoaihkQxBVhcykMfTXL+HjV38VnaL6Fk4jQVIpeiBA8iW06hQjIvLlj4Tt55td42zzrcIabBuZzJqn37BwULRT4vxEt4si3BFnG5Y7oupkTphG33pOiXDLGmLdOH7mW3jtpvEwpk0BQRBEfyFTKQz7v4049+Kv4O/p6kp0JUEyEAhbSj5Ynvf48L5yVn1198O7KSoXJUxslBquCT13yHG+/JA8YwmEdYDAVxdwR1R9eO6IXhbljoS10cUJADTGuzFn+lvYekMtxMdPCP/QAxwmyvMiCKJ/Ed3diK15GVd/+jLctn9SpYdTNCRI+oic59jkm9pbBKFP881pEzWY6P28ORmB/XwJs0W1DdZryanuePIe7wkUXzIrAvVavyynLJDoqm2jZtYEt3ruiCoTgTbq/RAzhVMmbcfer3ei9V/mgplV9ixLCtkQRNUis1nIFzZh5edPwTHrLqr0cIqCBEm50AVDAfHhW6W1J0Il37Ret03x3ZXkWgT2o55Vk5cCYiVv/2HhmtAy70YYJkByHsIMf5vguiP6luUVJ/bWllY1RgYnj3kHNf/yAXZcMxvGyJE5XwdBEESfICXkS69iwjfTOO77/zbg80pIkPQHxYZeeNR+EaGUXiS06hQKw4Tmj+iU6pJEtssNw0SGawJl+cI1/uhYbthG3/qP8wuNMHfEySUxnPANU+uUmMzC8cPfxfQzt+D170yCPOV4VAWyTC+CICqK9foWjPvFGzjriq/i7gPNlR5OJCRIygljKOohe5WmmITWAvVhIqKk/JFguAZlDtcgPFyjysPDNWrrHZsvmRUIEyf+ckMrNyBwRP0eLDzxFbz/9Qw+/Ne5A369Elo6niAGD9befaj7v+fwP18/F5P/+KVKDyeUKrh7DjLK9ZwajVKn6Yb3EeHChFGg30Lhm9D+S21XZNgnGK7xdZUnXOOQL1zj2+aIEBHYKoHTFOvA+Yf/HSM/vRNvXn8U5NyZIR+SIAiiD5ASiT8+jxm3tOHE//wKftdRW+kR+SBBUkmKyAUpZkZMIYpZodUbU/h+WNse5Y0Umz8Sdu6iBYrffdHDNYXCND0N14S+d0QKhG8bYxY+OnIrzv74Brz9NYndS/4B5pgBaKNWIKl1zZo1OPfcczF27FgwxvDoo48GhiRx3XXXYcyYMaipqcG8efOwZcuWMn5oghj8WK+9iZE/fg43/eclOPyRLw+Y1V1JkAxAohNVQ8p7Klh6atQUKUzK5ZIUlT+SJ4E1jELhGn9Z78M1+tZwRAskDku04rJjnsH4z7yF16+ZiK7zZoMnk5Hj7nckANHLV4kRm46ODsycORMrVqwIrb/55ptx++2346677sL69etRV1eH+fPno7u7utZbIIiKIywMvW8tpt+6Gyf86Kv41NYzKz0iVNk8xCqkD0I0kTKypyKkJ+5HsWWlnMdtl5tf4rXPc4cLOy4kf0TfhnZTxOwa3zZw1w0L1+hbQ6s3IHHmiNdxyie24aFJJ2LPsSdi3BMdYOs2AaKyv1rKkQNS6vELFy7EwoULQ+uklLjttttw7bXX4rzzzgMA3HfffRg9ejQeffRRXHDBBb0aK0Ecilhbt+Ow727H3ldnY9qcr+Cb//wwLm7YU5GxkEPSnxQjTqKe6FtGR0OnUAgncoZNvv7LldCap33k+QtM9w1uo/JHosI1+TDyiaWctn7R0mh04l+nPoXzFz2Nt5Zw7FoyB/y46X0jaCtAW1ub75VKpUruY/v27WhpacG8efPcssbGRsyZMwdr164t53AJ4pAj+fvnMOlb63DLHZ/B4b/+Mjak+n+KMAmSShElPHpIKfkcJSWtFnl8WRJVC7WLap/P7XC2EeLE17YIQdHb/JF8wsaAwJE1LbjhpN/hY5c8jzeWDMG+L5wMY8bUyggTiTLkkKiuxo8fj8bGRve1fPnykofT0tICABg92v+MoNGjR7t1BEH0Aikx+vZnceRVG/G5X34Nk1d+CW9mOvrt9BSyOUTorQjpUYimDP0VLUxKECk53QSESDDEklMeISpKyR8BAAN+MaNzasOb+PgnNuMvJxyNx088DiPXn4zhL+yB9cbWkhNFe0w5Vlq1j9+5cycatGnOiUSid/0SBNFnyFQKk761FryuDgtv+jrYqG78/h/uwIx4387KIUHSl/A+MKCKWaXVqS90+t6KlLBzlipceprcmm8abwmhk6DoKKVNlHApBSOYHAu/ODln2Mv45IKX8Kc5M/HHdcdj1Po5GPb3VsjXtkJmsz0+b3/T0NDgEyQ9oblZzUTatWsXxowZ45bv2rULxx9/fK/6JggiF9HRgSlXrANPJnHOD65ETXM77jzhfnysj3LvKWRD+OiRk1KscCmHMCmFkoSJfUiRCa3F9xud0BqFG+ZhTrhH4pPDXsTPz/4p5l/1lArlXPQRsI8cCz5kSEnjKYnezrBxXmVi8uTJaG5uxqpVq9yytrY2rF+/HnPnzi3fiQiC8CG6uzF1yXqM+/Qb+MKj/4rZL30a39s7teznIYekCihlzZHCrkc/5yKUGoYpsg+vLnfqb1SbUh+inI9iF0QrhqAACW1j15015BUsPPPveOPjY/BfLy1E/epjMHxTF+JbP0C2ZVfpHyQPlZhl097ejq1bt7rvt2/fjo0bN6KpqQkTJkzAFVdcge985zuYOnUqJk+ejG9961sYO3Yszj///F6NkyCIIhAWpixbBwB4+Evz8MSF0zCyph13T3wcCRbrdfckSPqLUu+C/SgcCoZ+erOOSKnkERZ5p/z2YAzBmTR9jSdeinFJ/G2DHJt4F7+e+2McnBPHt7efh+1PHIHm58cj+fZ+iHfehezBLJaBwAsvvIBPfOIT7vtly5YBAC655BLce++9uPrqq9HR0YHLL78cra2tOPXUU7Fy5UokB9L6LQRxCDD8Z2uBnwH7D5+E8352PpoSnbi8eTVOq+m5LUqCpC8RAjCM4ttHCAMmZX7R0JMnBhccS/m7DFKyU9LHFBuOKdb9CM6w6S1h7stQnsKKKQ/CmCLxmwtn4o5nTseYv41Ew+aDMD7Yg+yu3T1PTC1jUmuxnHbaaZB5jmGM4cYbb8SNN97Yu3ERBFEWsm+9DZwO7AVw2fe+jPmnvwgA+Oem50sWJyRI+oowASEl7PXL87fT20aJjaibubTrGMAEII08bYuESVs8FOrHPndZhEaZxEqY++F8tcWeOjirRkgOzqzIWThRCDAE5WlQ3JSylkmQCxtexoULX0bnAoZl2/8Zb/31CIx9+jDE32uFbHkfaCuxwwoIEoIgqpfD/30tnAc5fPk7X8bnzl0NAEi1ZwC8VfB4EiTlIuwOF5xl05MwjJDhosQRHk4bg+XUyyLNmVAHRu9fL0NIeU5/+UWJU+9r55xPMnvwuedhkuWGbfSOQsUHU93kCwXZxwrJShIEQrK8IsQCB0f+1VaF5JFhmeCMG/8xXr9GQDA1ceB/jvg/8CkMT186DEv/9i8Yf38N8Le8QyEIgigbk65di2evjQMAskX+SiVBUi6CvwTD3js3/eA+kCtWoqb3ypA7tS5Ywv7uYeKiECGrrQ5oillSvgCOuCjUutSQjSNMilntVUeA9yjck5ES71gx7Mw24ZctJyO5M4bEh50l90MOCUEQPcWYMhkyqdYb4lYKeK3wMSRIKk1Pk1dLOSxs+faenrOIPgqdJ3w5eWcrI88TmtRaQGz0JGG11K+plBk1UQSFhxUS3olCtZXYJ0x8aNVhbcdU/HzNxzH5N1mYT27EBPEssjJT+qAEeh86K+O0X4IgBjbmuMMgk3EgHsOpD76M/zdiMwCg7aDAsCOLOL6Px0cUQkovtFMouQHQnBXkD9mEHVoglFKQIp2WYs+Tt11PXJ2wbiTLESW5ZpS/PihhhH3Dd9/bOST6e4NZdgjHO85xRopxOSzbDbEki/xTOuEdXQBZYGi1avCh1YD/enMhxCMjMOrXr2Fq6/qC5yxEJab9EgRRXfBkEnx4ExCP4ZjfvIPvjd7Y475IkAxUihEnRfeF0m/uvQzzVBM9zSEpFkeYOEmtluS9clWEVNklraIGL3ZNwp2rzsSRv+zAsOdfAbClQNYKQRBE7+FDhoAl4nj34mn4+zfuKEufJEgONXogdMKST0PdjahE2FJOF5GcqsYRktQaPK6I8zlfQaV/uzvOSr7kV8tpY2+7ZQwZaeKXu+filYePwmH/sxlT96zrm89COSQEQQTgdXVghoGWX47Biyc9BGBVwWOKhQRJFVBwHRKdXoY6CoZbyuCCFC1miqqLFjDBNj0xnZyZNLqLwvUtGDgkLLfcPwOm8Ewc5j6/wXFOlEDxOygCHK0ige9uWQD+ixFo+M2LaM4827duiJAlLb8f2QdBEFUPSyRgjByBy/62GufXtffJOUiQVBths2wicNchieyr6K7yH1NsP6Ue20Mh4uaNFNHGCdM4aThB4dFTcvNMVG6IZZcHhUsYluQAA1qtBG74+z9izE8TaHx8AyC3VtzdIQjiEIEbMGZMwW1//DmOjNX16alIkPQlpa7UWiIlOSc9oQeCpVehHHctkiLrejC+YJJrmOiIyiXxuyIIuCUIcUuUCAmKkTDctuAwoARLtzTwny/+IybdyTDhqZdK+6DlgEI2BHHowhjY8UfhJ7/9MSaYGwD0rRgBSJAMPHqYzFrsYmSRbQvd6AuUFStESg3XFNXevuf5vrpAm6ivVUgvZKLMJ+mrMyLckqADUgpucqsrbNTsGWemTUYauGnTQoz9/+I4/MkXe3SO8lAGQUJeDkFUHca0KfjBn+/DjPhLAOr77bwkSPqTfIuj5VtqvuTzoGjnoBQhE1pWpHgpVbD02GnRwjROdMsdqu2OBLdhSO0Y2K6IgVxx4rkk/qm/joviJKxGzbQJJrb+7O1TYawYgfF/eJ7cBYIg+hVjeBMuXbsBn6nfCKC2389PgqRa8K07ArirZhUSHyWEOAq5KL4QUa+ESG5uhxONCe2vmMRVvd8cd8QTHu4Mm4iZNnq4JpjAWmpiq3DzRfwhnGAeiQWG5w9Mxms/Pxoj7nsRMlX4mQ/9AoVsCOLQgDGIv47Dn2f8vqLD4IWbDFzWrFmDc889F2PHjgVjDI8++qiv/tJLLwVjzPdasGCBr82+fftw0UUXoaGhAUOHDsXixYvR3l7GDOIKXZD1Ban8+/ZO1LDCygt8BJ9WkNFlej8sb7swt8hprysNFtleBuu0Nk6dsxXuNnCsry6wRf5yK+I4S3JfuwNWDVb8fiH2fqoWw3+6FjKVyv3slULI8rwIghiwvPcf/4A/vPsCHq+wGAGq3CHp6OjAzJkz8cUvfhGf+tSnQtssWLAA99xzj/s+kUj46i+66CJ88MEHePzxx5HJZPCFL3wBl19+OR544IE+HXs+mJSQ9g3L+cEPoHAIp9whnrAckUJ5Iz05V6lJrHnKwvJI3CYhX09YGCdqkbRg2CbXASktbPPgW7Mw4pYaHP7Uc8gKWs6MIIj+w5w8Ef++6reYk3geMRar9HAAVLkgWbhwIRYuXJi3TSKRQHNzc2jd66+/jpUrV+L555/HSSedBAD40Y9+hLPPPhvf//73MXbs2LKP2Yc2hVcXIcWgh0900ZKT35G3Dz1EE+iv2DBQSFmh/I8wcRMmNvI/FTjPsYE8EhWiic4fyckXscWIXi6AsoVtWjP1ePL/ZmHCj1+H1do6cMMaUqhXb/sgCGJA8eads/HiP96GYUYtgIEhRoAqD9kUw5NPPolRo0Zh2rRp+MpXvoK9e/e6dWvXrsXQoUNdMQIA8+bNA+cc69eHPwsklUqhra3N93KRsvAFuFI3H19oRIaXFzzO2w0L/RQbplHlLLc+bz+ewmFhaiknRBNd53x8lSKRP2wjJCtr2Gblzhl446qjMe7WDbD27x+4YgTwckh6+yLKRt7rD0EUwBw/Dl/Y/A5eOfd2W4wMLAa1IFmwYAHuu+8+rFq1Ct/73vewevVqLFy4EJal7PGWlhaMGjXKd4xpmmhqakJLS0ton8uXL0djY6P7Gj9+vKrId+Et9qIsovZDckAA/01Xj9XrN3mtH/3Y0BzRQuID/nyUYo+LHHPYWEIESJi4yZdv4gkOlts8rC6QUxIUKb6yHBHC87+323eJOB59/GSMWdIBY83LAytXJArKIRlwRF5/CKIAey6fi5ufehifrt+Lep6s9HBCqeqQTSEuuOACd//YY4/FcccdhyOOOAJPPvkkzjjjjB71ec0112DZsmXu+7a2ttyLQpFP3y25bR8RNbumlOm9JU0Ftvcjj8kTvskfqnE+EKDPuJGIDtsA0jfbxheSASBDwjP5wjaQtjPCHHEi0NI1FDt+MQVTf/MGsgM5REMMeIq6/hCEDmNoeWQ6Hj7h+32+0mpvGdSCJMjhhx+OESNGYOvWrTjjjDPQ3NyM3bt3+9pks1ns27cvMu8kkUjkJMaWChMSMkqEFLs+SUi+ScEbfC/3Cya2RpUjT33gXI448OWPADkigyHwoD2nUeBAicAy8vZW2u11gaIvI8/hzycJLpLmFyEcwhYZweTWjR+OR/2PGjDy6b/D6ujI+ZsNaGja74CjHNcf4tDBHNOME/70Hq4Y/jOMMAa2GAEGecgmyLvvvou9e/dizJgxAIC5c+eitbUVGzZscNs88cQTEEJgzpw5vTqXDF6Ig9Z1iRfqnFCJiCiPOCZ06m/OfkRoSCdf+CR4nNY2PHzDcur9x/UgbOOGZPz9+5rL8DCNdLaBkI2096WdTyKg7YfkjwjJYEmGJ7dORdONCSSefAWi2sQIAPsL6eWr0h+CIA5N5D/MxLmrXsG3Rr5YFWIEqHKHpL29HVu3bnXfb9++HRs3bkRTUxOamppwww03YNGiRWhubsa2bdtw9dVXY8qUKZg/fz4AYMaMGViwYAEuu+wy3HXXXchkMli6dCkuuOCCvp9ho1PsdN1wY8R2DOxrf76+fG6E7sQAed0R6RkUOkF3xG1TyEHRQis9DtsgUB9WpvUjHVfFqWLe0391tyTqYXtA7lLyUS4JGPDUxumYfmcb5GtbIbPZnD8FQRBEX9F97mxcfPPvcGnD+zAGyJTeYqhqh+SFF17ACSecgBNOOAEAsGzZMpxwwgm47rrrYBgG/v73v+OTn/wkjjzySCxevBizZs3CU0895bM877//fkyfPh1nnHEGzj77bJx66qn4yU9+0jcDLjbxNWo/QJQ7UiiJNKxdMftOX0z/5RvpbhROnPXN1NGPC9QzXz3TxqE7Iyxn60tgDXFJnLpQt0T6XRDvuPwuiZAMzz93JGb8qBVi05bqFiM0y4Ygqo79l8zFRTf/AYsbW2Cw6rrFV7VDctppp+WGRjT+/Oc/F+yjqamp7xZBK3QxzuNmFL04mu4G6AmyurMgAGk4/cLLyQgeX8R+MXkqUa5IIA3EXxB5nH5wyPkKuiXe8b41SeD8eaTPJZERLonQTu24JMrhscUIYxDSwGvPT8K0u/fBen1L9d+MhYB/uldP+yAIoj/Yf+lcfPnfH8HixvBZogOd6pJPg5x8+SCRU38Dx0W6IznHRO2X1lc52vgdEP9+MPdEtdVzTwIuia8+4JI4ZU7zElwSZ2giWKa5I5tenoipv2gdHGKEIIiqYv8lc/G5q/5UtWIEIEHS9wR/IQZvVHlFSJ5+iwz/RCW25vRRrLAoELYJiouiklxDkluZr73m+kQIl5ykV18Zc9/7wziO6HDK4Ca36gulBYWJL0RjJ7G+umUcpv6yE+KVzYNHjFDIhiCqAuu0E/HJr/8NVwx7u9JD6RUkSCpBKSIkn6DQ2+ZxQIICo9TcEZ/IKNB3oTallhcnYkpwSew63SXR3RCnnQR8ZY4zEuaSbGsZickPCeCF1wbXDZgECUEMeNgJR2Pof+7AtSPeqPRQeg0JknITdgEOKWP6NOBCU4KDTkYR03ndtu75outyBYvU9gsfE+mK+ByVwLEF2ucktxbjkgTHFuaSINclccoctyQoQhyXRE9wder2tNdh5O+SiD+1CaAH5BEE0Y8YQxvx7reAhw7/S6WHUhZIkAxUAqIkcl0QwH8zFrLXeST5josM2wT7KEKwBGfPRIV9inZJguJDd0QiXBJdhORs4R2jP+PGESYpy4C1pglDV75eHUvBlwotHU8QAxfGsP2Ko7HypB9X3WyaKKp6ls2AQgp18eVM7cMI1Et4v/m1Mn1VVsA3gybfE4CDK6HqT+vNbas/ydfuU1uPRK16CteVcPrNWUYe3kfIO9vGblfwGKdOP2+w3NYPqi+9U69NUfvaCaQ95YYFV3aF5444fw4L3l9SShUlc54EvOvNkZj+2w9gtR4I+darHykFZC+f1tvb4wmCCKdj0Wzc8Ln7Mc6sr/RQygYJkv4k7Lk1+RYyCzmecXjCIyhyfMJAExp2Xc70X/20QVGhHwe/kPDPplVix9EJ4VN7c/sIFynM7i/3eAT7giZSIO1ybTl5Z4DaVkkRrXPmCRAI2H6hqpD2d+sslsYBCCnB7fVHPjxQh4l/zMLauj3ijzUIkGVwOCiHhCDKjnn4JDR/bRs+Uz+4fgwNDp9nIBJ1IS+QY5I3cdVtH13PZODcwdPJ6ByRnOm/en2gbU5IJ+K9G36R/j6C5QVzSZx66RdgOceEjiUQupF6aAY5oRsE3quv1MsnSWcNJJ+vR3L1JhAEQfQrjGHbpWNw/+F/qvRIyg4Jkj4kctG2Qr8aRaBNhIjxbu4SQeERFA951zjR+soRHnaZbz8oKuB/H5oLEnwfIYTcXBKZe7xe5hc0TBtTSC5JYNxSMN/74Iyc4Myb4Kyb/bsaMO4PuyG6uzGooVk2BDHgYLOOxv/7zMNIVNGS8MVCIZv+QAjAKJBToh4xq8I33GujAg55QjpOPwWiPlH5JTrMDlu4uRxaiMSNftj77jGOFnLK9BCLMzRdLwXSNtxyqR0eDA9JeKupavEif3iIuTc/5oRcnAZS+zCBfBFmn8RxRpyn/zqD10M3lmQQloERz5qw3txW8PuseoRA7vSsEqEcEoIoG8w0sflLtbi4YU+lh9InkENSLgrF2kv5pahdw2Uw6VXI8LCO44L4HAWpOQqqzr2/BN2GEPTQju8Y+N0LJr0xMe3eH2znjSt3GzXjxhfScdqKkDrdMUHEvh66EQwQdnhGwA3dOHXCqbNdEyHUf5WO3XUY9fgO+uVPEET/M3MafjzvnkqPos8gQVIuuJMcGbCp9dkzwam83lzS3Pb2TZc5UzvgiQHpTD3R+3IFgfSLBrdfbasLFLfca+y74QOeUxK4yUeKgJC60HCOvQ2KHOf8TPjL9TExwXx1ktller0mcHzH64JPeIufQVvsDACELUwcMSIEx/DnDWTffQ+HBBSyIYgBAzNNvHlpPc6qzVR6KH0GCZJy4tjTYeERJ+4Q5qSEiJXw/j3R4R4aEB2uWAmKHa1dMYukeaJAcz6CrkeOuJDesdIvQpiIcGScYy1HVOjjZG4b91h9vHruiNDKXCHD/Em/AoDl/W2khOeUaGMSkkEKrmlJCSmBjtYajH7ifRwqSCHK8iIIovcYE8bhjoX3VnoYfQoJknLD/eJCSglw7rzJqQ8TIkxK9ZeJaqeJDcn8dczOnQhzSYKhHj3Mom74fvGSEzaJ6Ddndktwq58zGDKy9x0x4k4nFgySS1fcuGLFeeyuDIqXwHmD751VWZ28Eku9Z0x9GCkYhMUg3XKpLRGjXJK6zXFk33k390MRBEH0MR+cNQZn1HRWehh9CgmSciEkoK+Wx5m9bggHLHtJccchsR0RyZlyILT8EADhYRs4+9o5JQIhD3tNEGGv5WHZW2FbC8FQTEAw5IiNgPMRlfvhjsE+J3hALFie0HDLIvIlcxwSJ9nUWZWdaeKDAcxiYJa93opdxxwXhHn9MEubWcO871daDNLi7nmcY4RkEBZXL8FgZTman+s+tJaHp5ANQQwIWCyOsRe8jRgzCjeuYkiQlAl3iq9lKcFhWQBnyrLWE1M5AywBcA6WtSAN7oVzfC4Icl0Sjaj1SnTXw51Qwpg7g8YRJywLJYhc0QJPvLjngCcAnPf5XBC7veNiOGEayQGetZvY5wazy7X7O7M0QSICIkR3PWyjI+iQMEsbg2SAZTstTEJy6ZVnuXo5YodLgEswXe1p648IiyPTmkD8lXdC/xaDFlo6niAGBHzKRHxv0m8qPYw+hwRJmWDBvBEpVZmQKmTjChUBmAZgWZCmAZa11JRgy7LLBSTnYI6QsWzXwwq6J4H3QG6YItjOcTyEhDQAnpWQBgO3JCQPCgi7zHE3HPdDExq6WFH9avuWIwA0seOEWWzR4okge9/WCDyj2gpTbXlaOSXScMbhiRXJ4aovZjHNPdHOb7sorksCANxzfaTFILMc0uJqX3hfKwPAuEDtDhPW3n1F/EsgCIIoLx+ePALTY4lKD6PPIUFSLrjtihiGLTpMyGwWzDQgs1kgFgOyWSU6MlnImAmmbREzgYyqZ5YFyTlgScBgnhviuCjcnhbLvfCMP98EnlhwwkJOuY2etKoEj31zdwSEwcCzqoxJJVCEycCzahaPMJRwcFMzXAdECRwAnshx3R6/6+GIEi+04gkTQHM83DF4AklydTzPACyr1I4wldCCBHiGgacZWMZOWmWANJQTAmfLtO9FQs24EcwVJiKrwjXCMjDsTevQCz+orN9evg6x74wg+oCOcw4Omgfo5WPwf8J+RLqhl5DkCGdxtKxyQlgqAxmPgaUzkIkYWCoDxGNKrBiGX4RkBWTMAEtn1TZjQRrajB3bQZEm8zsT0sslccJGypVggdCMdOvsDwInkZQ7DgkAbkkIQ7kMPKscDG7Z+zF1fzfSSrhIzmB0q7GImBIsPANIw3ZgMnAFj3MeN6xjh0l51hY6EhCGF1pyhAlgCxOuQjM8y8CyzHVenDoAKnyTYWBZDmTssI3l5ajATm5lDLZYgQrhSEBkOIZsbevxv4tqRQpZlhdBED2HxeKYN2lzpYfRL5AgKReOepVS7dtuicxaYLZb4oRq1GqsDMwSyiHpTkMm42BdKcikLVLsh/CxjAWZNMG6MhA1MfDurMo7AcAzFkTCAE9lIeMcLKuSCIXBwNMWRIwrMSLVTZ5nhM99kIYX/pCGHrJRLocbvtHyPBz3A/BCLo5AcUI7PGPfyE0GlpWuEBEmYKSVGBFxJVSMNGCklONi2Y6k2QXwtGpvJSWkIWGkGYxuBp5hkFwdK2JwQzg844kcJ6lVGhIyJiHjQm1NLZcEgDvbRnjbnGnADJBpDtayt+z/ZAY8vXZHRLg4L8CKFSswadIkJJNJzJkzB88991wffDiCqA6M4cNw9tC/V3oY/QIJknIhhZYzonJF1HvLdSecUI4TskE6400JzlrKKelMQdYmwLrSkDFDuRnpLERtDMbBFKzaGFhGgFkSVk0MRnsaVl0MLC3AhISVNGB2ZJGtM8GyEkZGIFtnwOy0IE0OEWMwuyxYSdvpyEhkk8y+qUtYcTssYwFWzHEklOsBaK6GARgZNS1XxGD3pe7xTmiHWypHRTJ1HHfCQnaIRw+/6A6JMD0XxUgxMMEgTCVipKHKzE4GI2ULKAOwEhJWUkLEpJ0Dw2B0cpgHOcwDBsw2A0a7AaOTg3dx8G4OluJgaaa23RysywDrMiC7DMguE6LbhMhwGAcNyAOHnkNSCR566CEsW7YM119/PV588UXMnDkT8+fPx+7duys9NIKoCNkJo3Bi4tDIXyNBUi5cIaIJEADOjBtmmkAmAxjaNGCDqzwSJ3QTs2MVWQGZiIN3piBrYmAZC0xIiJoYjPYUrPq4KrMErNo4zLYUsnUmICWMbguZxjhibRmIGEO2xkR8fxrpBvXYonhbFqlhJoxuCaNboHuYgVi7AM9Ib9+SSDVymN0SRkoi1aCclliHRKaGQcSBeLuyEDJDGHgGiHVJiBiQrWX2cYCIMVhJJXSMLrt9nRIhRrd6SQOwauywTdp2RywlPrK1ys3gKa89hHJNsrUSwoSbR2KkbAclrXJfnJk+wgBkTAkVEVfHSFO5JTAkYNhOium8BGBKICbAYgLcFDA6GUR68K6OGEUlQja33HILLrvsMnzhC1/AUUcdhbvuugu1tbX4+c9/3kefcnDAa2sqPQSij0gNT6J+ED5ILwx6uF6ZkJYFOFPE7cRWaQmAcUgh3LANA7wpvzFT5Y4k1D82lrGAeAwslYaorwFLZ4CsgKiNg3emkR1aA6M7C57KIlsfh3kwhUxTDWTMQKw9g/TQBBJ7uyHiBjKNccRbU+gemUS2PobknjQ6mxOAlEjsy6JzdAzJfVkk92XRNdJEolWgZk8WnaNMxNsFandl0T7WhJmSqPsgi87RJjpHMdTuFrASDB2jOWLtEvXvWegcxdE+nKN2t0SyVaCjmSNTB9R8KJHcK9E1gqNrFBDrAOreV4mnHWMYrFqJWBtDbYu6aXWNYEgPU+GexH6G5B4l7DL1QKpJwqoVgATMTo5YG4OR8cJNVgzI1iuhIhMCSFjgpnDDM1IwNb0XSiM6U3zNmAXOBTiXEIIhkzFgZQyIThPoMiAthprdEXlBgx3prETX2z6KI51OY8OGDbjmmmvcMs455s2bh7Vr1/ZuHIOdIh6eSVQn3cMNJNihcas+ND5lH+KsP5LJdLszChi3lPiQ9tfLmCpLp8AMoRJbBQcQB9IpyJQEszKQ3VlbkHSrX/PZNNCpwjW8uwuiW0LCAjpSyBpJIN0N0S5gGQxmexpW0kKaZcFau5EZngSz0mCtWaSGmOCpbrBWC901HDX7u8GSCXQlGGp2p4BEAl01DLUtafBYDF31HLWtGcR2GegawcFMgfh73Tg43kT7EKDu78ya4AAADURJREFUgyxiQtXJLonkOxYy40wcHArU7pao2S6QPczAwWFAjSWRfEdAdnJ0jgZSoxjq3peof0OiYwxH10iJ7gSQ3M1Qu1XAHMLQ2Qy0DxNgjQyxVo7kXqBhh0S6gaF7hESqyUJ6nKW+7i4DZrsBs4Mh9i6QTNkzh0yGbILBSgAibueSOG4IAGc6cMYylauStsNGBiCTElZDBmhKoWlYB1r3D8dwka7Av67ykYVyeGQJs16yyAClGRyR521r84e8EokEEgn/NMY9e/bAsiyMHj3aVz569Gi88cYbvRvIIMX5e77xrcmY9r8CWy6txZQrN+DDL8/BmEe3AwZHZvwIsPWbIGcfA/bcJhhDGyAtAXGwvcKjJ4rBSnej7aCAUcWas61d/TApeP2RRK/YuXOnPWmUXvQa+K+dO3cW/Dfd1dUlm5uby3bO+vr6nLLrr78+57zvvfeeBCCfffZZX/lVV10lZ8+eXa7/soMKuv7Qq5peha4/5JD0krFjx2Lnzp0YMmRI7uJoA5y2tjaMHz8eO3fuRENDQ6WH02sG0+cp92eRUuLgwYMYO3ZswbbJZBLbt29HOl0eV0g6iwRqBN0RABgxYgQMw8CuXbt85bt27UJzc3NZxjLYoOvPwGAwfRagctcfEiS9hHOOcePGVXoYvaKhoWFQ/CdyGEyfp5yfpbGxsei2yWQSyWSyLOctlng8jlmzZmHVqlU4//zzAQBCCKxatQpLly7t17FUC3T9GVgMps8C9P/1hwQJQRADhmXLluGSSy7BSSedhNmzZ+O2225DR0cHvvCFL1R6aARB9DEkSAiCGDB89rOfxYcffojrrrsOLS0tOP7447Fy5cqcRFeCIAYfJEgOYRKJBK6//vrQeH41Mpg+z2D6LKWydOlSCtEcAgymf+OD6bMAlfs8TEp6+hVBEARBEJWFVmolCIIgCKLikCAhCIIgCKLikCAhCIIgCKLikCAhCIIgCKLikCA5BPn2t78NxpjvNX369EoPqyjWrFmDc889F2PHjgVjDI8++qivXkqJ6667DmPGjEFNTQ3mzZuHLVu2VGawRVDo81x66aU5f6sFCxZUZrAEUQbo+jMwGIjXHhIkhyhHH300PvjgA/f19NNPV3pIRdHR0YGZM2dixYoVofU333wzbr/9dtx1111Yv3496urqMH/+fHR3d/fzSIuj0OcBgAULFvj+Vv/7v//bjyMkiPJD15/KMxCvPbQOySGKaZpV+XyQhQsXYuHChaF1UkrcdtttuPbaa3HeeecBAO677z6MHj0ajz76KC644IL+HGpR5Ps8DolEoir/VgQRBV1/Ks9AvPaQQ3KIsmXLFowdOxaHH344LrroIuzYsaPSQ+o127dvR0tLC+bNm+eWNTY2Ys6cOVi7dm0FR9Y7nnzySYwaNQrTpk3DV77yFezdu7fSQyKIXkHXn+qgv689JEgOQebMmYN7770XK1euxJ133ont27fjox/9KA4ePFjpofWKlpYWAMhZZnz06NFuXbWxYMEC3HfffVi1ahW+973vYfXq1Vi4cCEsy6r00AiiR9D1pzqoxLWHQjaHILpNd9xxx2HOnDmYOHEifvWrX2Hx4sUVHBkRRLd5jz32WBx33HE44ogj8OSTT+KMM86o4MgIomfQ9ac6qMS1hxwSAkOHDsWRRx6JrVu3VnoovcKJde7atctXvmvXrqqMV4dx+OGHY8SIEVX/tyIIB7r+VAf9ce0hQUKgvb0d27Ztw5gxYyo9lF4xefJkNDc3Y9WqVW5ZW1sb1q9fj7lz51ZwZOXj3Xffxd69e6v+b0UQDnT9qQ7649pDIZtDkG984xs499xzMXHiRLz//vu4/vrrYRgGLrzwwkoPrSDt7e0+hb59+3Zs3LgRTU1NmDBhAq644gp85zvfwdSpUzF58mR861vfwtixY3H++edXbtB5yPd5mpqacMMNN2DRokVobm7Gtm3bcPXVV2PKlCmYP39+BUdNED2Hrj8DgwF57ZHEIcdnP/tZOWbMGBmPx+Vhhx0mP/vZz8qtW7dWelhF8be//U0CyHldcsklUkophRDyW9/6lhw9erRMJBLyjDPOkJs3b67soPOQ7/N0dnbKs846S44cOVLGYjE5ceJEedlll8mWlpZKD5sgegxdfwYGA/Haw6SUsu/kDkEQBEEQRGEoh4QgCIIgiIpDgoQgCIIgiIpDgoQgCIIgiIpDgoQgCIIgiIpDgoQgCIIgiIpDgoQgCIIgiIpDgoQgCIIgiIpDgoQgCIIgiIpDgoQgCIIgiIpDgoQoK1JK3HLLLZg8eTJqa2tx/vnn48CBA6Ft9+7di1GjRuHtt9+O7O+0007DFVdcUfZxXnDBBfjBD35Q9n4JgqgcdP2pbkiQEEWzfPlyfOQjH8GQIUMwatQonH/++di8ebOvzVVXXYU777wTv/jFL/DUU09hw4YN+Pa3vx3a30033YTzzjsPkyZN6vvBB7j22mtx0003RV6sCIIYWND1Z/BDgoQomtWrV2PJkiVYt24dHn/8cWQyGZx11lno6OgAAKxfvx633HILHnroIXzsYx/DrFmzcNlll+GPf/xjTl+dnZ24++67sXjx4v7+GACAY445BkcccQR++ctfVuT8BEGUBl1/Bj8kSIiiWblyJS699FIcffTRmDlzJu69917s2LEDGzZsAAB8//vfxxlnnIETTzzRPWb06NHYs2dPTl9//OMfkUgkcPLJJ7tlHR0duPjii1FfX48xY8aEWppCCCxfvhyTJ09GTU0NZs6ciV//+te+NgcPHsRFF12Euro6jBkzBrfeemuo9XruuefiwQcf7M1XQhBEP0HXn8EPCRKixzh2Y1NTE1KpFB577DH80z/9k69Nd3c3Ghsbc4596qmnMGvWLF/ZVVddhdWrV+O3v/0t/vKXv+DJJ5/Eiy++6GuzfPly3Hfffbjrrrvw6quv4sorr8TnP/95rF692m2zbNkyPPPMM/jd736Hxx9/HE899VROPwAwe/ZsPPfcc0ilUj3+DgiCqAx0/RmESILoAZZlyXPOOUeecsopUkopn332WQlAJpNJWVdX577i8bicP39+zvHnnXee/OIXv+i+P3jwoIzH4/JXv/qVW7Z3715ZU1Mjv/a1r0kppezu7pa1tbXy2Wef9fW1ePFieeGFF0oppWxra5OxWEw+/PDDbn1ra6usra11+3F4+eWXJQD59ttv9+q7IAiif6Hrz+DErKwcIqqVJUuWYNOmTXj66acBAG+++Sbq6uqwceNGX7tzzjkHp5xySs7xXV1dSCaT7vtt27YhnU5jzpw5bllTUxOmTZvmvt+6dSs6Oztx5pln+vpKp9M44YQTAABvvfUWMpkMZs+e7dY3Njb6+nGoqakBoOLJBEFUD3T9GZyQICFKZunSpfjDH/6ANWvWYNy4cQCAtrY2jBgxAlOmTHHbvfPOO9iyZQsWLVqU08eIESOwf//+ks7b3t4OAHjsscdw2GGH+eoSiUSpHwP79u0DAIwcObLkYwmCqAx0/Rm8UA4JUTRSSixduhSPPPIInnjiCUyePNmtGzFiBA4cOAAppVt200034eyzz8ZRRx2V09cJJ5yA1157zX1/xBFHIBaLYf369W7Z/v378eabb7rvjzrqKCQSCezYsQNTpkzxvcaPHw8AOPzwwxGLxfD888+7xx04cMDXj8OmTZswbtw4jBgxooffCEEQ/QVdfwY/5JAQRbNkyRI88MAD+O1vf4shQ4agpaUFgLIkTz/9dHR3d+O73/0uLrjgAtx///34/e9/j+eeey60r/nz5+Oaa67B/v37MWzYMNTX12Px4sW46qqrMHz4cIwaNQrf/OY3wbmnmYcMGYJvfOMbuPLKKyGEwKmnnooDBw7gmWeeQUNDAy655BIMGTIEl1xyCa666io0NTVh1KhRuP7668E5B2PMN4annnoKZ511Vt99YQRBlA26/hwCVDaFhagmAIS+7rnnHimllA8++KAcP368rKmpkeecc47cunVr3v5mz54t77rrLvf9wYMH5ec//3lZW1srR48eLW+++Wb58Y9/3JcMJoSQt912m5w2bZqMxWJy5MiRcv78+XL16tVum7a2Nvm5z31O1tbWyubmZnnLLbfI2bNny//4j/9w23R1dcnGxka5du3a8nw5BEH0KXT9GfwwKTWPiyD6kcceewxXXXUVNm3a5PslUm46Ojpw2GGH4Qc/+IG7ENKdd96JRx55BH/5y1/67LwEQQxc6Poz8KCQDVExzjnnHGzZsgXvvfeeG4MtBy+99BLeeOMNzJ49GwcOHMCNN94IADjvvPPcNrFYDD/60Y/Kdk6CIKoLuv4MPMghIQYdL730Er70pS9h8+bNiMfjmDVrFm655RYce+yxlR4aQRCDHLr+9BwSJARBEARBVBya9ksQBEEQRMUhQUIQBEEQRMUhQUIQBEEQRMUhQUIQBEEQRMUhQUIQBEEQRMUhQUIQBEEQRMUhQUIQBEEQRMUhQUIQBEEQRMUhQUIQBEEQRMUhQUIQBEEQRMUhQUIQBEEQRMX5/wENPvp8vVJdwAAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "ones = np.ones(ai.get_shape())\n", "integration_args_trick = {'npt_rad':2000, 'npt_azim':360, 'unit':'2th_deg',\n", " 'mask':mask, 'polarization_factor':None, 'correctSolidAngle':False}\n", "_, _, _, variance = ai.integrate2d(ones, variance=ones, **integration_args_trick)\n", "n_pix = 1/variance**2\n", "n_pix[variance == 0] = 0\n", "\n", "fig = plt.figure()\n", "\n", "ax = plt.subplot(1,2,1)\n", "plt.imshow(n_pix,\n", " extent=cake_imshow_extent,\n", " aspect=0.1)\n", "\n", "plt.title('Number of pixels per bin')\n", "plt.xlabel(r'$2\\theta\\,\\text{(deg)}$')\n", "plt.ylabel(r'$\\eta\\,\\text{(deg)}$')\n", "plt.colorbar()\n", "\n", "n_pix[n_pix == 0]= np.nan\n", "bins_mask = n_pix < 0.5 * np.nanmedian(n_pix, axis = 0)[np.newaxis, :]\n", "bins_mask += np.isnan(n_pix)\n", "\n", "ax = plt.subplot(1,2,2)\n", "plt.imshow(bins_mask,\n", " extent=cake_imshow_extent,\n", " aspect=0.1)\n", "\n", "plt.title('Bad bins mask')\n", "plt.xlabel(r'$2\\theta\\,\\text{(deg)}$')\n", "ax.set_yticklabels([])\n", "fig.show()\n" ] }, { "cell_type": "markdown", "id": "4abafe3b-216d-48b1-8b85-d66704ae7563", "metadata": {}, "source": [ "This data looks very clean, but there is a large flat background (either from air scattering or from dark-current). As the goal of texture tomography is to fit the intensities, background subtraction is critical.\n", "\n", "In general background subtraction can be quite difficult. Here, we just make a polynomial fit to the part not containing any Bragg-peaks and interpolate into the part with the Bragg-peaks ." ] }, { "cell_type": "code", "execution_count": 7, "id": "aa331f0d-d0a1-4ab5-8b75-ef330a3ee243", "metadata": {}, "outputs": [ { "data": { "image/png": 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25U4USkXUyMA7JFnBc3ZQfE1LbISmpUBfj0f+JUpkSAXYcOY5stgbVOAjQ519/aGCjIIJZlry+MjEXlL30gJINTL03oo7Usdr4a96o5bI0PYzLYXrIxNAW6XG66UWSP9Ko/JC6XOPRkZY8pQsrPppZKiPDBVklEwwQUaMWoqDpC6NnGK8TEvKnSiUisdHRvjrUb2rz/naXyNDns7D24/0sogZsdV1qVSFmNmXYcLyASNaC6Pb2VfJGhlyLknuc5GDj0xdmxW/fnMX3vihMiHHp4KMgvH4yATRyMTFtCRx9pVsV9m6qQikER2Ad1i+2vrDI0CTv2RRi9xHpidJ9SjxgXSNl2kpAo2Mkn1kSHK/ZL1HkEn0g8r9Hx3AN4fr8bevjiTk+FSQUTBkQPv7yMTvZpXWvJFGLVHijxiOz3qHJAPqW5ydPhoZd/Hr8E1LATQyiV4UKMHxmJYYUgg7xPBrErWk8XqvRIimPcktyPB84gWzmlYLAMDKJea6UkFGwQTTyJBJPT4J8YS/flFLdC2IO546NESQkTpfJ6RJMcPXH4iNUAspFfC01LQkezxaR48GLRTB06EijQzxkSEaGWFbYs9H+jCdiGtLBRkF4/sETiAamXg4tHnlkaFRSwmFmMo1PpE8gPp8lkQTA9HIRJgzx6vwahzTFlAiwyuPjOjs2/3vHL4+MgqO9CFCWbLeU2Eo0X4yUkGmw+aI+/GpIKNguvORiUd+AaKhldY+AWgemUTgK9iq2UfGP7NvhEKI5OsejYzKLpaK8GQzDzMhnss7/FrJwiqZ14mzr3RbopBqhEwWLu7Hp4KMgvHkkfHuRr3bthQPdaNUxS9dOJU8USiVrpx91bY4+5qWIvWRkZqiwqndQ0kMotaRZcIzLakwakmnZSVzfWIFGbPdo4Vpt1KNDCUMgmlkdO6njnjU4JD6yEjVi9RhMv74huNLNWRqEyxdkgyvQHj+El77Cegjo65rpSackgCHUIvj8jyvKh8ZUm5BxzLQaYRrkOh6S502p/i63Uo1MpQwCOYjo9fEz7QkLVTIqnjhVAJOXwfYXuDs62daCleQkRReZamzr+xxSB7eQi2OK/3coIKoJY5cAw0jPrTKSSNDfWQoYeEIopHRE41MPAQZr4R4jKTicswPTfHBt/6QdFwoOZNpIPxNS6E7fkpxSq5ZpPWaKPFD1EJrWLHPu9PISD9Xk0ZGq2Gh0xDte+LOx+XiYbZ7NDLS1/GCCjIKJlhmX8/gjl+JAt+Ky3QxiD9+UUuScaFkn4BAkNPxFI0k28P0kZE6j0ZYr4kSP6QPb8Ss4uhGenUE0MgoWZAh2he9Rh4+MhbOW3CxUEGGEg7kadJPIxNXZ1/hL2kCzY6aOAKZGtXq9yEN+wck5QXCLRopcR71COHRaSMl+kgf3kLVyDid/hoZJQv2ZF7XsoyofU+kINNp9zYlme3UtEQJA2eQzL7xdfb19VUgbVPuRKFUfKOWAITsEKk0pFXXAWmtpciiljSScF61CX1qQjSrsIyoee5uruEk/jDqMC15zGuis28CBRmzzVsDY+aoRoYSBmRA+woy8VQ3BnsypmtB/OlSI6PgiTsQUpOQ9G+45+ldTVnYRgUZ+eIIoJHpbp6TanGI8KNkwZ44Kus0TFzdCILhp5GxUUGGEgbBwq/j6exLHnb8nowVPFEoFY/jqmcb0c4oeeIOhMfp07vWUtj58AI4+1I5Rr6QftdpWGhDrCnHSbQ44RSalCtkXtdJnH0TWaLA17mXOvtSwsLJB9bIxDO3gK9piT7VJg6ijZCaljQa5U/cgSBPpUSIjzT8WnoPMdS/S/ZINTJiBvMQw6+lIdvdOQjLGTKv62WSEK/TJ9zawqnIR2bLli1YvHgxCgoKwDAMPv74Y/EzjuOwcuVKjBs3DikpKSgoKMBNN92Empoar30MGjRIrKpM/v/1r3+NVZMVh+cG9c3sK3jmx6VEgY+zL/UzSByBTEsalWrIfCP2ND00LUmjltR2rdSEl1BChPRu5jlO4lOiVYFpSRRkNCx02vjlDAuGb5SSqjQynZ2dKC4uxksvveT3mdlsxp49e/DQQw9hz549+PDDD3H06FFcccUVft997LHHUFtbK/7//e9/H6smKw7iI+ObEI8M7nhoZHgfjYyGRn4kjEDOvmpQpQfCN4dSpOcpjVqi/l3yhyzYUo1M93lkpKaYxC/8PSWQRiaxPjLegktnAnxktN1/JTIWLVqERYsWBfwsIyMDZWVlXttefPFFTJ06FVVVVSgqKhK3p6WlIS8vL1bNVDRBfWTiqG70TUwWcfE+So8h3e2lkVGhIONy8Z7q1z7lGMI9TadEEKemJfkj1UKHql3xaDAYWfiU9BTiI2PQysVHJvGmpZgJMuHS1tYGhmGQmZnptf2vf/0r/vznP6OoqAg33ngjli9fDq02eLNtNhtsNpv43mQyARDMWRwX/xoQ0YK0XXoOdocwYBjwXts1jDCorZwz5udMQsB5lwscx8H9wAO7wq93VwTqCzlgd7eHlYwH0h82FfWH9OmTd7qf/nhhm8MZ3pi324XvMoxwHwEAxzlUc63iSTzuC9G3hXeCdfeXzd51f1lswmdaDQPGPU7sjtjPjbHC6hYcNAwPd1wHLHbv+zuec5TJbAcAZCRp0WZxoNMWvfsn1P3IQpCxWq1YuXIlbrjhBqSnp4vb//CHP2DixInIysrCjz/+iPvuuw+1tbV49tlng+5r9erVWLVqld/29evXIzk5OSbtjydSTdahMwwADWrPnkFpaZW4/Ui9sP1MTS1KS8/GtD31DSwAFvv374Ohthw2mwYAg++++x6nUmN66ITjq1VMNHvOCf3e3NyE0tJSAIDVIvTH9z/8gLNpCW1e1BA02cLUtfnbTTBogOMVxwBoUH3mLEpLq0Pe1wmTsC+rxYw2hxkAg527d8NWqdwn9kQTy/vCbBXG84/ff4ezdcLcc/joUZSajwT9TUWbcF/YLWZs3/oDAC3aOy3iPaI0ztQK53300E9oMDEAWOw/+BNKmw/6fTcec1R5ldCeJHBoA4P6ptaoXVuz2RzS9xIuyHAch2uvvRY8z+OVV17x+mzFihXi6/Hjx0Ov1+N//ud/sHr1ahgMhoD7u++++7x+ZzKZUFhYiPnz53sJSUqD4ziUlZVh3rx50Ol0AIATm04A1ScwcGARSkrGiN+17a3Bf04eRJ/sHJSUTIppu96t3wW0NWPi+RNQMj4fTx7egla7FdMvnIHxAzJieuxEEagv5IBtbw1w/CD65Xj6/e8V36PRZsbUadMxZVCfBLcwOrRbHcCOjQCA+XPnYPOmDRg9ahQ+OlWB/PwClJSMD3lfO041Az/tQnpqCrJS9Khsb8X550/EgrH9YtV81RKP++KhvRsBhwOzZ12CM9ur8UN9FQYPHYaSucOD/ua7443AoT3ok5GO2ZeMw1P7f4RGp0dJyeyYtDHWvH9uN9DShEnnF8NR2YJdjWcxbPhIlFwyRPxOPOeonZ8fBs5WY0hBNupONENjSEZJycyo7JtYVLojoYIMEWJOnz6NjRs3ditoTJs2DQ6HA6dOncLIkSMDfsdgMAQUcnQ6nawWnUjxPg/BbqDXarzOLTVJDwCwOfiYnzMxTxvc7SL+GYxGo4rr3RWyG1Pu6DWthhXbpSERbSwrr7b2AJbzaEuMBmGs67VCpJ4LCOs8GVb4nYZlwbqvFcOqf+zGkljeF8QfxqjXw+Ducx5dj20XL/SrXqdBsnu8OJyxnxtjBfGHSTLoPLWjwAQ8n3jMUWa7YK7rl54EQHBpiNYxQ91PwgQZIsRUVFRg06ZNyM7O7vY35eXlYFkWubm5cWih/HH4hKASktyD27eYVywIFgbLU4fJuOMKMB48NYgS0qSYIHXu9GSUjiys1itqiTr7yh5xztMwYo6k7nLCeIosMp7yLUqOWpIkxJNDraV2dx6Z3HRBgZCI8OuYCTIdHR04fvy4+L6yshLl5eXIyspCfn4+fv7zn2PPnj34/PPP4XQ6UVdXBwDIysqCXq/H1q1bsX37dsyePRtpaWnYunUrli9fjl/+8pfo00cdKvKeIt6gWu8oemMcBRnfMFhPZt+YH5rig9MnFB6ApLCeejpEGq1HIo20ESb+k14zoryigox8ETP7hhF+bZfMk2oNv05k1FKH1S3IpBkBCOuOy8X7pQWJJTETZHbt2oXZsz02SOK3snTpUjz66KP49NNPAQATJkzw+t2mTZswa9YsGAwGvPvuu3j00Udhs9kwePBgLF++3Mv/pbcjTYwkJUnvFmTiIBn7amRoQrzEEUgjo8bq12ThClRTKtwFyiXuC7REgczhed5rvtGKWrjQEuLpNJ6F38ULc5evNlsJkHnfIClRkMg8Mh1EI5MmaGR4HrA6nEjWx8/gE7MjzZo1q0vzQnemh4kTJ2Lbtm3RbpaqsEtuUCnJbkHGmgDTkliiQEV5S5RCoMy+YvVrBefN8MXp9NYCSl+He57i+KV5ZGSPVNumZVmxz7vTwpFFXlqbCBCEXo3bR0pJeGuYEm8qI4JMTprHN9Vsj68gQ2stKRhOYiuVQnxk4mGr9E3Kx9LMvgmDrOHSzL6hTvZKgjyBB/IFiti0xDKSOmFRaCQl6khNSBoNIybE686s4vGRYUUTJKBcPxmpaUksUZBAjUy727SUbtR5/DPj7CdDBRkF4xFkvNWjUh+ZWDvdkkWF9fWRoU+1cSeQaUmN/REoo7WY4TRMXyBpoU02wnpNlPjg8NLIMCEL6VJfQp2kLl0iF/+eID0fORWNTDNqRWtAvB1+qSCjYDhJqmopxEcGAGwxvlnJHOJb84aq5+NPIGffSJ1g5YwnWs8z7iM9T7HoKSsRZOjYlSVOp48gQ6KWQnT21WkYsNKq2Qo1t1o5Mu9rJFFLiTkXh9MlBpWkGrTi2tNpj2+ZAirIKBi7I7CPDFHvAbFX8fmq+amPTOLw+Ct5trEqrH0VSCOjiXBxcvJSjYywTUWXSlVInXq9ikZ2o42Q+shI/yoxconneVFwSNZrEu4jIy0QmWLQIsXtF0NNS5SQCeYjo2EZUVKPdQg2eUryj1qK6WEpAegqainc/CpyJlD+JGIy6G5R8yVQ1BLVyMgTab8zDBOyQOI7Tyo5BJtzeiK3jDpNwqOW2t11rAxaIadNEjUtUcJFvEG1/t0Yr6R4vouKGjUASqGrPDJq0pCRQqVSx82I88i4PNeMWKpoMkd54ptuwqAT/nZnPidaOmKCT7Q5pidINR1JOk3ChbIOiX8MAImPDDUtUUJEmrHSl3h5j5OnV5LTgWb2TRxdZfZVlUbGGfw8w3X2FU1LrDT8OhqtpEQbm8M7uEGv0XhtDwYRgIiwm2gtRk8gD6Zat9Y90c6+JBleqsFXkKEaGUqIBMsjA0iS4sVZI0OUAWqKklEKXWpkVNQfTlF4DmRaCrdEgX/UEtUmyhNPtI4wtxENS3eCDMmnZXT/Ti/+Lv6p9HsKmc/Jg6rHRyYxY7bNIpiW0pOEmkgkdwwVZCgh4+vEJiVeGhlfHxkN9ZFJGOShzFtTEdkCL2ecAaKWItU8SfPIEMWmmoQ+NSFmtPUxEXWnWSGCDHm4IwJNrCM6YwGZz43ucyFuBYkKJW/qsAMAslKEYpzJYlZ5alqihEgwZ18gfhoZ36djmosjcbj4ACYXFS7OvvW9AI/ZIGxnX0kSQVqiQN5IM9oCUo1M13OcGK7sfrgzun1r4pH5PNpYOEFAIA+qiTYtNXUKgkx2ipDVl/jKEE1NvKCCjILxqFqD+8jE+mb1c/ZVoSlDKdh9fAiAyKtCyxlfLSDgOefwq197opZoiQJ54zu+Q9bIOIhpiQhAZG5UokZGaDPRfBChLBEVpwGgqcMGAOibKmhkstwCDRFw4gUVZBQM14VpyRinMgXBai1RP4P4Q/JsSMeDLkJNhZwJpJERTUsR1lpiaR4Z2eOvkQnNRCSaY9xzoifaSYkaGe9zIRoQEj0Ub5o7vU1L2e6/zVSQoYRKV86+yXGogO1bjRaQRi3F7LCUIHABEiQm2hkwFgSqtRRqJWRfpOY4T70m9Qh9asI3/Dp0jYzwuVE0LSlXI0PCmsn8nmoQnGw7bI6ERIrWtFkAAP3SjQCAbLdmhvjOxAsqyCgYu/uJoktn3xialqRPrloxakl9tX2UAgk9lmoqPDkzlDdpB4PzeTIHIk/8J61+rcZQdTUhLZYIhO4jY/OJ9CG/U6KPjMnqnbeF/HW6+IQIZtXNgiBTmJUEwKOZoRoZSsjYxCeN4M6+sbxZfVOGC3+F99TPIP5wATR0YvZTBUZoBMP3yRzwOPvyfHhmTWnUErlW1CwqT3yjNA0SjUxX2ggx/No9TxKNjBKjltqtghNtmpGEO2vElBcky2684Jwu1Lo1MoV9kgEABZmCQFPbZomr6Y4KMgqF53nxRiS2YilE9RhL26l0wvfN7EujluKPI0A1dL2C07EHw/fJHPCYloDwzEuuABoZJWZ87Q34Fskl856L71qL5utXouSoJZPFWyPDMIyYjI4kp4sXta1WuHihP3LSBCff3DQDUg1auHjgVKM5bm2hgoxCkT5NBNLIpBpjP7gDCjI0j0zCCBSOr0YfmUC+YVJzWjgOvw6XRyPjKXOgHqFPTfg6+0oF2a78ZIjJhcyTYtSSAp19fTUyAJDmFmTa4yzIVLcIgsqAPkmiSwHDMBiWmwoAOFJniltbqCCjUKSCTCCNDBnosRzcUkGGPBHT7KiJg2gStFJBJkSHSCURUCOjiVCQcX9Xr/FUU6YaGXkSzNkX6NpMRDQvZJ4kAo1Ngc6+ZD5Pdz+oAp6suvHO3VLdLAgyhVnJXtvPL8oEAOw61RK3tlBBRqEQ+yPDeJsSCERKj6VpSarOJQ/EakzAphQ84dfS/Crqc/YNbFrynLM9jHPlJCHrJOcOFcLlid1H46hhGVGoCRbU4HC6RCEnxT0nGrXxybEVC4hGJl2ikUmUg21lYycAoMhHkJk6KAsAsPNUc9zaQgUZhUKeJoxajajWk0JsqGTgxwJp6DVpA0uTiiWMQOHXavSR8RRL9ZwnwzCecNxwBBmHR4ulo1FLsiaQAJts6DolvvRBjviSELN7e4Jyr/SEVp/aRgDQN1XwT2l0J6eLFwdr2gAAY/LTvbZPGSwIMkfq2nGuvWdt2lsVmlaHCjIKhWhkDAH8YwDPTRvLm9U3h4z0NV0M4k9vCb/29ZUgiOG4YTxpEy2WXsNAo8LkgWrC12kXAJLdrzttgfucmGIMWlYcLxluIcAUZ1NMNCCCAXGuBTyCzLk4CjJOF4/9ZwRB5rz+GV6f9U01YEJhJgDgmfVHw9rvnqoWPLv+KA5WN6P0y8+wed3DIf1O2/1XKHJErB+iDSzIxNNHRiPRCBH/DDUVKVQKorOvZEyo0tk3QPg1IPhAtMMRVlgtuWaCRoaaluQMSe6ZopcIMoauqy23i3lXPBqMzGThdatZWYIMz/MeQSZVIsikCaalxvb4mZYOnm1Du9WBNKMWo300MgCwcuEo3PjaNry7sxqNHTY89fNiZCbrwDAMKhs78X/fV6JvqgF1JitS9Bp8/VMtklorMJ09hAvZn1D0wyGcx5hxkY7HIyG0hwoyCoVoZKRPJ1LS4hC1xAUI91VjSnylQIRHHesvyKgqj0yQYqmGCBybPQ7SkvBrKsjIEiKsJOk9yxZJM2EOYlryRPl4fpORJCz8rZb4+pT0lHabR0gnwgsA9Hfnbqls7IhbW/617TQA4OLhOV4aecL0odm4dcZgvP59Jb453IDz/1yGJJ0G04Zk4duj5wDwGMTUYTp7CMXsT/gf9hByDN5RTiY+Gd9iJIDN3bYnZqalLVu2YPHixSgoKADDMPj444/FzziOw8qVKzFu3DikpKSgoKAAN910E2pqarz20dzcjCVLliA9PR2ZmZm47bbb0NERv86SM7ZuNTLCjWvhnDEzK5BFIFA+D7oYxB97QMEyfL8RuRPIVwKQZnoNXyOj17A0/Frm+Kbnl74OppEhPjLegow7ykdhGpkGk6CNSTVokSwR5sYWCBqRI3XtcdEm1rZZ8HH5WQDAbTMHB/3eg5eNxuNXnidq0DK5BmRXfIBndK/gR8Pv8a3hj1itex2LNduQw5hgYww4mz0d9lkPo/1XXyPt4WrMuu/TkNoUM41MZ2cniouLceutt+Lqq6/2+sxsNmPPnj146KGHUFxcjJaWFtx111244oorsGvXLvF7S5YsQW1tLcrKysBxHG655Rb85je/wTvvvBOrZiuGrpLhAR4PfQDotDmQmawP+L2e4JtpU3hNNTKJwhEg/JpURleVj0yAKt+AR7AJJ6OoeM1YxlOvSUVmODVBhBVvQcb9wNaNaSlVMh8S05LJ6oDTxQfUKMiRmlYhi25BptFr++C+qTDqWJjtTpxu6sSQnNSYtaGl046l/7cDnJPH1MFZmFjUJ+h3mc5z+GXKTlw5biM6j36Lfo6zXp+7WB2cBVOgG3YJMPhiGPpPQn+tYDILd7WKmSCzaNEiLFq0KOBnGRkZKCsr89r24osvYurUqaiqqkJRUREOHz6Mr776Cjt37sTkyZMBAC+88AJKSkrw9NNPo6CgIOC+bTYbbDaP05PJJKirOI4DxylLApdC2k7+dlgFtahewwQ9ryQdCwvnQnOHBSm66N+sFpvQBi3raQMDYRGwcU5FX++u8O0LuUBqb7G8y9Mf7ugxu4r6w8YJi5OW4b36gghtnVZ7yOcqXjOGB3iXuE0t1yqexPq+6HRrVwwazzGS3MKryWILeNzmDisAINWgET9Plqx6ze0WUbCRO6fdpqOCDKPfuY7ol4r9Z0w4UN2CwkxDTPri5LlO3PD6DjR3Cvu8/aKB3vu3tIA5/SOY09+DPf0dmHNHAACp7v88owGfPwH8oJnC/wFTAF0yxD3wAHzaG2r7ZeMj09bWBoZhkJmZCQDYunUrMjMzRSEGAObOnQuWZbF9+3ZcddVVAfezevVqrFq1ym/7+vXrkZycHOAXyoIIgDvPMQA06GxrRmlpacDv6qCBBQy++uZb9E+JfluOtwGAFnarWWxDZTULgMXJylMoLT0Z/YPKCF9hPNF0WjQAGGz98XtUufv7uAkAtGgxtQcdJ0rjTK0wxo4c+gllTQcBCH3R2Sac/7adu2E7GZpW5ax7X4d/OujOgaRBXX2Daq5VIojVfVF3Tujfg/v2gq8S+rexXui/vQcOIaflJ7/fbHfPRx1NdV59amA1sLkYfPJlGXKSYtLcqLO5SjgXR5v/+EzjhM/+u6UcqPZoX6PRFxVtDPY0MvixwaPpLSl0wnZkC3btPoa+HYeQ034YGZbT4oMsoTWpCI2pY9CYNgZNqSPh0CQBFgCHO4HD33Z7bLM5tDIHshBkrFYrVq5ciRtuuAHp6YK9r66uDrm5uV7f02q1yMrKQl1dXdB93XfffVixYoX43mQyobCwEPPnzxf3rUQ4jkNZWRnmzZsHnU6Hlh3VwPHDKCzIQ0nJhIC/+XvF9zA1mlE85QIxSVE0+f54E3BoN/pkpKOkZDoAoPLbk/j6zHH0LyxEScnYqB9TDvj2hVx4pHwTwHG4dNYlGJojSDJ7q1vxwk87oDMmo6RkZoJbGB3eP7cbaGnCpPOLMW9sjtgX75/bjxPtTThvXDFKJgTW2PryXsNuoLUJEycUQ8My+NfxA+iT3RclJZO7/zHFi1jfF3+v+B7oNOPiC6dhmjtXyb4vj2L7udPIHzgUJQtG+P1mx2eHgTPVmDBqGErmDhO3/+3QFtS0WTFh2gwUD8jw+50c+fCtPQAacenkMSi5oMjrM+PRc/jhX3txzJyEhQsvhtPpiLgveJ7Hp/vrsPFIA9KMWvznkGASykAHZuiO4dHxLejbtAvMwQNgeG+TNd93BFwD3RqXoguRkpyFFAADIzxnYlHpjoQLMhzH4dprrwXP83jllVd6vD+DwQCDweC3XafTyWrRiRRyHiScNs0Y/LxIyKHVgZicuwuCKt+gZcX9G3TusvI8o4rr3RVyG1PEDybJ4GlXilGwNtsdLlm1tSeQsS89T51OJ0bwOcIYeyTfkVGv85TX4GNzv/QWYnVfWNwBDhnJRnH/OemCOqXF7Ah4zFZ3kcWcdKPX5xnJetS0WdHJ8Yroa5eLx76zQt6WSYOy/dp8ych+SNFrUG+y4VB9J87LF/xkwukLnufx44km3PLGTtidLmTBhKnsETyiPYwL2MMYyVaDBQ9IFV99BgODLgIGXwIMngkmLQ+BvTYjI9S2J1SQIULM6dOnsXHjRi+NSV5eHhoaGry+73A40NzcjLy8vHg3VXaQBFBJ+uDDJta5ZAIXKaTOvokikAN4kk656diDYQng9Al4zjucqCUiyOg0nuzUNI+MPBEddyURSNmp7hwqQZLBNXUK20kaf0JmEsklo4wQ7PIzrWg1c0gzBM7bYtRpcOnofvhsXw3+UnoYf7lyTEj7bbNwePDjg/hsXw0GGTtwnv0AHmIPY5r+MEawZ/1/0HcEMHCGILwMvBBID03zGWsSJsgQIaaiogKbNm1Cdna21+fTp09Ha2srdu/ejUmTJgEANm7cCJfLhWnTpiWiybKCZLmURif5EuvsvvaA4dc0F0cicDhdHu2CJNuzURRk1CNYkrGfpPMe+4YIopYCCeNUCJcfVs4phlIT4QXwJIYjAosvJIFc31RvLT1x8I13ocVI+XDPGQDA7FG5fmkHCNdM7I/P9tVg56kWlLzwI4qSNfh7xQ9INmjQ1GHHhMJMHDjbhpH90jBuQAba6k6h+dAmTGcPY5n+CIai1j9cKHeMW3CZIfxNzQ147EQTM0Gmo6MDx48fF99XVlaivLwcWVlZyM/Px89//nPs2bMHn3/+OZxOp+j3kpWVBb1ej9GjR2PhwoW4/fbbsXbtWnAchzvvvBPXX3990Iil3gTx4E8KkhAPiH29JS5A+LUnsy9dDOKJVaKFkCZJJOPD7nTB4XR5hWYrlaAaGbcAF47QFqhiOC2vIT9IQUSdhhEL4gIeoSZQTR+e51HTKkQtFWR6e/TmulP817VZY9LeaNJm5vDBbkE7cv3UwqDfmzUyF2/cPAX/+O4kfjzRhBPtDNDe6f6Uh8ZUhQvYw5jWfhjTTh5GEXvOS3BxgYErdyy0g2cKgkvRhUBKdsBjyY2YCTK7du3C7NmzxffEAXfp0qV49NFH8emnQqKbCRMmeP1u06ZNmDVrFgDg7bffxp133ok5c+aAZVlcc801WLNmTayarCjEdN2G4IJMaoyz+wbKsOoxLdHFIJ5I6wtJU/dLTY9WhwupKhBkSGI0X7NqijunSGcYGkgicOtYT7xFbxy7e6pa8P82n8Ads4ah2F0nR040dQiCTHaKwatILhFQGtptsDmcXmbVVjMnau/yM7xzr/TvI/yO5GaRKzzP4+8bKmDhnBiVl4bpQ7oWLGaPysWskTnY8NMZfPPlxzC2VuAiQwXGOQ+jH+NdgNHJMzjID8aZ9ImYt+hq6IdcCDYpeF4YORMzQWbWrFngu6iA3NVnhKysLJr8Lgid4mQevAvj5SND8ncANLNvorBKst2ykgRf0szPFrvTKzGYUhFT1ftoI8l4N4Ux3qX1qYhvjKMXZva9+uUfAQj+Qa8tnZLg1vgTzNclO0WPZL0GZrsTZ1ssXsngqpqF0N2+qQa/Ui5EACIaGzli5Zy4+7/78dk+IeP9HbOHeQlxXtjNwNndQNU2MFVbMad6O+baOwAdABcABgCrhSNvAra7RqPv2EuhHTwdHVYdLhvWN16nFDOUP6v1UswBCqj5QlSwHbHykQloWqLOvomAaGR8S1YwDIMknQYWzqkKh1+XixedeX1NS5GYUjlJZl8i//U2Z1/p+X5zuAE8zwdfMBMESc8vrfoMCOO7KCsZR+racbrJ7CXI7KkSNBDn9fd3ji3sI+QUO9nY6feZHNhT1YKHPzmIg2dNYBlg1c/OwxXFEpeKzkagahtQtVX4W1sOuDzzPAOAY43QDLoQ7MALgYHTgYKJ0OqTMUNynKHxOqEYQwUZhUK0LF05+8bcR4Y4+3qZlmia90RA/EICFRFN0guCjEUFgoz0HATTkmecpYrjPXTBXWoeJb4xXC8bu76Osm0WLiYlTXrCWTE9v3/2uhH90nCkrh2Hak2YPcrjjLqjshkAMHWwfw6t4f1SwTBCtFNjh83PGTgR8DyPf++oxiOfHvSqY/fKjedjTp4ZKH/HI7g0HvPfQVo+UDQdKJoOrmAySnefRslll4NVQHh5T6GCjEIh3vZ9uphwIpnYw0HUyEi0AJ4KwlQjE0+sjsAaGQAwaokTrPIFGWlxQKNWA6fTM7bTIxDcyTVJ0mvEQqxqKrAZCkTbQahptcpOkKltcwsyPr4uADB+QAY+3VeDvVUeHxCXi/cIMgGSgSbrtRiUnYLKxk7sOtWMheflx6jlXeNy8fjueCMq6tuxt7oVX+yvhRYOjGOqMC+tEr8qqEWf0ruAjnr/H+eMEgUXFF0AZBYBRJPGcQBTHd+TSSBUkFEoJP9BV3VC4uYjQ519E46tC42M0W2CCVZYT0mIgodOA5Zl4JScUiTjXbo/YkyxquA6hYNvxE9tmwVjCuSVBZ1oZPIDaGSmDxUcYL+raESnzYEUgxa7q1rQ1GlHqkGLcUEy984f0w//b8tJ/Hf3mbgJMh02Bz4pP4ufaky4afpAvLDhOLYdOIKJbAUmshW4SV+BCWwlDLABdgCn3D9kdUD/iYLAUjQdKJwGJEc/W7tSoYKMAnG5eFEjQxI7BSI1xj4ynhwc/s6+NIQ1vnSlkSFOsWYVaGTIWPb1jwGkptTQxrvD6RJV+Ek6jfgwaw0jD40aaGj3dnitkWFIckW9UDCRlN6QMiY/HQOzk3G6yYz/7j6DpRcOwiflQrjywvPyvCKZpPxiciH+35aT2HT0HBpMVuSm+2t7okFjhw3/2VmNXaeaseVoHUYy1ZjIVuDQngrczVRgkDGAtsWYCQyYIvi2FE0HCs4HdAopCpUAqCCjQDrsDhA5Ib0LQSbWPjJW0cHUM1FQZ9/E0JVGhvhRhROWLFdMbgE+I8C4JxqZUAV3ae4daSg35+RVk3MnFOp9TEvnTPISZFo67Whwa42G90vz+5xhGPxsQn+s2VCBRz79CYdqTPjPLsGs4uUg68Ow3FRMGtgHu0+34OVvT+DRK8KvDVdvsiIn1YCzrRb8c9tpnG21YMvRcxg3IAMpBi32HT2JsfwxTGQr8GumAi8ajiOFCZDzJmcUmMKpwICpQOFUIHs4wPaO8RcNqCCjQNrMwmRu1LEBFy4CEWQ6bI6YRCIQB1PpIiA6+1KNTFyxdaGRSY9xPqF4QkKrAwnw0vHudPGiv1YwpKY23+umlpw7oeCrkTkXJN1/oth2sgkAMCQnJWj6gDtmDcWhGhO+OVwvCjF9U/W4cGjXeVfunD0Mt6zbiXU/noJBy2L+2H6YNNDbZHOkzgSz3YmJRUKOFYfThR9PNOGL/bXisQCAgQvDmbO4nD2GiacFU9FQXa3fMXlDGpj+k9Gecz4MQ6ZDXzQVTFJmyNeD4g8VZBRIq5mYlbp2yCM3PecUQla7EnoiIZA5gwgy9jDq3VB6Dqm9lRwgr1CsTYzxhGhkuhJkAOFcA2ltpHj5xzCM1zi2curIuRMKxNl3TH46DtWa/Jx/E83GI0LNvdkjg6fHN+o0eHnJRLywsQLH6tuRmaTH4uKCbrVqs0fl4vaZg/GP7yrx/7acxP/bchKXjsrFzOF9kZ+RhD1VLfi/7yvhcPFI0WswMDsFFQ3t4Jw8stGGS9kTmMAexwRG+JvO+CfYazAUIWnwBUgbdiFQOA1MzkiA1cBft0SJlN5xp6oM0T+mC0dfQMh0yjAAzwt+A1EXZNwLgXS/pM5POPVuKD2HmI1SA2R6JtFr4SSKkysmt5k03eg/dRm0Gui1LOwOF9qtXLeCjEUSsQQIJgqjjoWVc6nCMTpU6t2mpPP6C4KMnDQyLhePTUfPAehakAGEUOU/zh8Z9jFWLhyFJJ0G7+8+g9o2KzYeaRCFJ4IRNozmKjGh4QTuYE9ggvY4BjCN/jvTpQhOuYXTBBPRgCnIpU65MYcKMgqk1SJELHU3UbMsg1S9Fu02B9qtnF8yqZ5iCeCXYdSqr0ihEiDalkB5hVINbt8RFQgybV34yACCgNPYYQ/J4VeqkSEYdRpYOVevEsRr3c69xYWZeG/XGVlpZMrPtKKxw4Y0gzZgPphooNWwWDF/JFbMH4ndp1vwj83HcPLwXhSzJ3Bx8mlM1p5EruUkNPAeEzwYQbvSf5IgvAyYKhRZ1NBlNd7QK65ARNNSNxoZQFC3t9scMTEreDQygaot956FQA54NDL+t7THd0QZlX67oq0L0xIgnH+oggzRuniNX60GAAeLvXcI4pzTJWpgxvfPBCBE2bhcvFepi0Sx/ichomdWF1Wfe4ypBjizCzi7G5PO7sakmr2AQYiSAuf+DwCpecCAyYLQ0n8ymIIJgDFwaDclvlBBRoF4Qq+7T1qVatQCbbHJJUPS4hslUUvEz8Dh6l2RH4mG1N4KpJEJNyxZzniKBwYe+0TAIb40XeFrWpK+7i0h2A3tNvC8kEJhRJ6Q3t/h4tFitiM7wdluG0xWrN18AoCQ8yUqWFqB2n1CXSLyv93fIVc0EfWf6Na4TAbSCzwJ5yiyggoyCoQkw8sISSMTu6R4gaKWpGam3hT5kWg6bKQauv8tTcwwLe5xo2Qa3dqDYCnlc9OMANrETLBd4clJ47lmRBDvLT4yde7r1C/dCINWg6wUPZo77TjXYUuoIFNR345rXhEKWeo0DGaNzAl/J1aTILTUlgM1e4X/zSf9v8ewQO5YYMAkj9DidsilKAMqyCiQpk5hQfKtBBsIYmqIRS4Z8tQqVc331siPRNOVsy/xjfLN4KpEuhNkCrOEpGFnWroXZFrMpMyH54FATRFeoUD8Y/Ldqf/7pRvR3GlHTasFo/ISk933TIsZV7/8I9rdfbBy4SjxgSwotg6gbr9bYCkX/jZVBP5u5kAhwdyAyYLgkl8M6P0T7VGUA11lFEh36nUp0twa0YY8tUoT4rEsI0aOUD+Z+NGVs6+gpYCYVEzJNLrHft+0wGN/gLuqcSiCTBsp8yEx0RK/s7YQTFNqoM4tyORlCAJgUVYSDteaUN3c/fWLBbtONePna7cCAEblpeHtX0/z1wzZzUDdAY+WpbYcOHcU0gKiIhmFQMEEQXApOB/In0BT+6sQKsgoEFKtNpSKrbH0jwgUfg0IRQoFQaZ3OEzKgRaipQtQ7I9oZNqtDlg5Z9TD8OOFzeFEs/s8c4KM/QF9iEbG3O3+RKf5FM/TfoZbqCGfqZ1TTZ0AgP6ZRJARBMGq5u6vX7TgeR4VDR34fH8t1mzwaFEeXjwG2XonUL3T2zx07gjAB5hb0vsLggoRWgomACl943UalARCBRkFImpkUkPRyISXtj0cAvnIAIJgY3IvmpT4QMyNgfwa0o1aUUt2rt2GQvdipTSI9sCgZYOaVQvD0Mi0BnCaJxoZkuJA7ew/0wYAGNdfiL4ZmC2YWI43dMT82DzP4+uf6vH3DRU4XGtCBjpwIXsKY5lTuG1YO/K+XCWYhwIJLan9gIKJHm1L/gQgLUoOwRTFQQUZhcHzvESQ6V4jQybmxignubI5nLC76yn5+sGQJ/7elIsjkTicLtGRN5BwyzAMctMMONNiQYOCBRlSAbl/ZlLQchv93RqZpk47zHZHwEzHhEAV5EkR1rZeoJGxck4crjUBAIoLBUGGVL3+qcYUk2OeaTHjX1tP41zNSWS3H0FS409Yzp7CGMNp7wRzpyU/SsmRaFncQkt6fKpVU5QBFWQURrvVIQoQofjIiE+oUbZ5S5Or+QsygsMvNS3FhxYzB54XIkP7BDAtAYJ56UyLBefa5VUQMBzOurUs+ZnBqxRnJOnEyJuK+g4UF2YG/W6dO6NtriRRZKb7nlJDhFd3HKo1gXPy6JuqF01Lo/PSoWUZNHbYcOJcB4bmpEa8f57nUd3YgQLnGfzw/Uacq9iFfMsx/IY5hSzGrfHx9eHtMwjIGw/kjwfyioW/aXkRt4HSO6CCjMIgJoQ0gzYkX4dY2bw9oasav+J8Se6nYHMvCWFNNMRnKitZH7RQYq4KIpcqGwV/jsF9u44wGdc/A5uPncP+M61dCzKio6tHMMpxa7TU4BjdHfuqWwEAxQMyRQ1Xkl6DGcP6YvOxc/j39io8ePmYkPfnsHYgo/MkmL1vofLwDphO7sZwVEHL2HAJ+ZI7qJFjDGjImoSk/uchuWCMEO7cdzhgCFCByKpc4TtRcBwHrVYLq9UKp1O+87BOp4NG03OfPSrIKAyPL0T32hjAI8jUmaxRdfTsKkomTQxhVb96Xg4QU2NX4fgkcqleRunnw+XEOeEpvjstQXFhJjYfO4fy6jb8anrg79gcTjECqsAdsQMABW7NRE1rYqJ24sneqlYA8BP2bpkxCJuPncNr31di2pBszBmV653ll+fBt56G/ex+mE6XQ3fuMDqr9yHfUYNZDA8cAwYDgPsnZt6Aw3wRDvODMGT8hRg/+RKctSXDxQOiAcsOoKYRQID6RZSw4XkeeXl5qK6uDmqGlQuZmZnIy8vrUTupIKMwwvGPAQT7f5pBKFNwpsWCYbmRq4qlENNSWsDaPkSQke+TgJog/k9dCbckmqc6hGgeuXLinKCR6U6QmeD299h3pjXod2pahad8o4718pEhgkxDuw12hyt2afETzMGzbfj6pzoA8KthdMmIHMwc3hffVTRi2VvfYVFuM64rNKGf5TjSTUdhaD6CJJcZBgAkTV0mADDAOT4dR1xF+IkfhAp2MOZfOh8tSYUoyk7DkqHZAICqqipotBwKCwrAsuq8vonG5XKho6MDqampsr3GPM/DbDajoUEo0JmfH7nfU8wEmS1btuCpp57C7t27UVtbi48++ghXXnml+PmHH36ItWvXYvfu3WhubsbevXsxYcIEr33MmjULmzdv9tr2P//zP1i7dm2smi17iF0/WPipLwzDoDArGYdqTahq7oyeIEMSsAWoQky2qaFIoRIIRbhNRFhtNHE4XTjtDhUe2s0YHj8gE4CgwTFZOaQHSKZGonKG9E31ehLMTtGLFbDPtlq6NWMpEbPdgVvX7YTN4cLFI3IwbXAW4HICLaeA+oNg6n/CK9p9aE8uR76rTlCb/OS9DxuvxXG+P47wRTjsKkIlOwjJReORxdoxaORYjM/LwK8HZ/mVKOE4DmazGQUFBUhOVqbTuRJwuVyw2+0wGo2yFWQAICnJ/eDQ0IDc3NyIzUwxE2Q6OztRXFyMW2+9FVdffXXAzy+66CJce+21uP3224Pu5/bbb8djjz0mvu/tg/90k7AQDewb+nUoIoJMU/QWMdG0FCAqJJWaluKKmFeoC9MSiVSK5hiIJ1XNZnBOHkk6DfLTgzv7AkJ+pQF9knCmxYJ91a2YOdw/vf2x+nYA8BPsGYbBkL6pOFRrwomGDtUJMjtONuHJDzZjeOcxLEmrx//2sYN57V6g4TDAecZGqvs/ALRq+2KvTRBaKtlBSB98PiZPnIJzFh4sA1yYYcSDo/qB4ziUlpaiZFoRdLrAmXiJv4ZeH5ppnKJ+yJrOcZz8BJlFixZh0aJFQT//1a9+BQA4depUl/tJTk5GXh71Wiecdj9RD84OfYItyiZP49Gz+3dVgTuNamTiCkkzn5PWhUbGPQaaOu3osDkUVzpi9+kWAMCo/LSQqjJfODQb7+06g39tO+0nyPA8jw/2nAEATBnUx++3w/sJgszR+nbMjVaxwkTQ2YSGE3tRcXAnklorkNJ2DMOtlfgv0wHoIVR13if5vtYI5I4G+o0F+p0n/M0di8yUbMx0unAhz0PDMFEpBCt3vw1K/IjGWJD9bPb222/jX//6F/Ly8rB48WI89NBDXWplbDYbbDaPQ6PJJLiTcRwHjlOuhoC0/aTbT6CwjyHk8ynIEBa4000dUbsGje2CUJSRpPXbZ5JOGJgmi13R1zwY5Jzkcm7H3dqFgVlJQduUpBFqCrWYOVQ2mDAqL0B0iIz59qhgR582qI/XOQbri5umFeKDPWfx9U/1+HRvNRad53kYOnGuEyfPdUKnYXD5uH5+vx2Tl4pPIGgvfnPRwBidURSxtoE5dwTMucNwNRyBpvEouLpDMNiakAsgV/pdBnCBgTNjEDT9RoPPGQU+dwz43LFA1mCADbAkuK8PC4DnAc4V2PctlPuC4zjwPA+XywWXi6ZniBU8z4t/5X6dXS4XeJ4PqJEJdY6VtSBz4403YuDAgSgoKMD+/fuxcuVKHD16FB9++GHQ36xevRqrVq3y275+/XrFm6XsTpIUjMGpfdvQeCi039W1MgA0OHS6AaWlpVFpS/lJFgCL5poqlJae8vrsVL1wvIrTZ1FaWh2V48mRsrKyRDcBPA8crdMAYFBzeDdKTwf/bhqjQQsYfFT2PYqzA9SlkSkOF1D2k3COyS0VKC31LwYYqC/m5LNYf5bFsvf24f1vy7Gg0AWbE9hYI4zdoalObNmw3u93rk4A0GJLxTk8+86XGJUpj2uldVqQZq1BmvUM0ixnkW49gzTrWSRxLeJ3yDJAdHNVrhwc4weggh8AJr0/0rMLkNqnALzGbdoxAzgF4FQFgCBFFsOkq/tCq9UiLy8PHR0dsNvVn6sn0bS3tye6Cd1it9thsViwZcsWOBzeWnyzOTRTuKwFmd/85jfi63HjxiE/Px9z5szBiRMnMHTo0IC/ue+++7BixQrxvclkQmFhIebPn4/09MRUc40GHMfhjY/LwINBn2Qdrv3Z/JB/O6apE2sP/4BWhwaLFs2Piipv/X/2A/V1mFI8GiXTvZ9a2Z/q8d7JfTCkZaGkZGqPjyU3OI5DWVkZ5s2bF9QXIF5UNZth2/Y9dBoGv7xyYZdRNt9aD6Jqbw1SB4xAyezA948c2X26BfbtO5GdosdvfzHPa/x21RdzHS7c+tZubK9swXf1DL6r9742yy6fiDmjvPQVIse1B/HBnhq8XWnAu7dPxfAoOcl3C88DHfVgmo7B1XAUprOHkdZ+Eta6o8jgzgX92Vk+GxWuATjGu/+7BsCYPwo3XTwG4wdkYAQ8Fa5jRSj3hdVqRXV1NVJTU2E0xrY9vRme59He3o60tDTZm/GsViuSkpJw8cUX+40JYlHpDlkLMr5MmzYNAHD8+PGggozBYIDB4O8roNPpEr7o9JQ6szAgh+emhXUuA/umg2EAC+dCm41HTpDKweHQ4q5Tk5OW5NeWnHTBE73FzCn+mneFHMbUsQbhiWVkXhpSkrqOZBtbkIGP9tbgUG17wtsdDl8fFhbwKYOygjqJBuoLnQ5467ZpeG9nNZ76+ihMEp+tX180GAvH9Q96zL9cPR4nG83YW9WKkhd+xNXn98fVEwdgRF6qmJOnRzgd4FsqUXfyADI7T6L51EGkd1bC2HYCOs7zFE1KHpKebeAzcdQlaFiO8oWocPVHBT8AU0cNwoLz8jCuTzKGO5y4SsNixrDEFEzs6r5wOp1gGAYsy8o6miYQN998M958800AgmYpKysL48ePxw033ICbb7455PNZt24dli1bhtbW1pi1lZiTyLWWMyzLgmGYIPdwaPOUogSZ8vJyAD2LN1cy9RZBkOku/NQXvZZFQUYSzrZacPJcR5dOoaFCMsQGqsBNSieQ5H2U2HHIXStnTH732sbp7jweG4804GyrRUxLL2eON7TjzR9PAQBumFYU9u8NWg1+NX0Qpg7OxrofKzE0JxVzR/fDoG6ikQxaDf5x02QsfP47NHbY8OHes/hw71mkGbW4Z8FILJk2EGdaLCjMClz3yenisaXiHNIYO8YZG7Br1zZomo8h11aFTHMl0jqroIMDZCaTilROnsFpvh9O8AU4wffHCT4fNboi5A8pxlcnLOjgBIHslhmD8KfR/TB5UJZq893IjYULF+KNN96A0+lEfX09vvrqK9x1113473//i08//RRaraKWVNUQs6ve0dGB48ePi+8rKytRXl6OrKwsFBUVobm5GVVVVaipqQEAHD16FACQl5eHvLw8nDhxAu+88w5KSkqQnZ2N/fv3Y/ny5bj44osxfvz4WDVb1tS5g44iyQUzpiAdZ1stOHC2DdOGZPe8LSaS3t1fkCEZZtssHDinC7ooRDlQAkOK+40tyOj2u2MLMnDBkCxsO9mMT8rP4o5Zw2LdvB7z9vYquHhg5vC+uHh45BqGkXlpWH11ePNG31QDnr22GPd/dECspt1udeChT37Cqs8OweESfGcuGJiBqVntGMrWodBVA13bSbRWH8Fwtk4shDgjwP7NvAEn+Xwc5wtwwlWA43x/nOALcIrPgx06XDY+Hw+UjMbhWhMmD8pCRpIOT0d8BeQJz/OwcIlJnJmk04RtdjEYDGIUbf/+/TFx4kRccMEFmDNnDtatW4df//rXePbZZ/HGG2/g5MmTyMrKwuLFi/Hkk08iNTUV3377LW655RYAnmidRx55BI8++ij++c9/4u9//zuOHj2KlJQUXHrppXj++eeRmxvY/EnxEDNBZteuXZg9e7b4nvitLF26FOvWrcOnn34qdigAXH/99QA8narX6/HNN9/g+eefR2dnJwoLC3HNNdfgwQcfjFWTZQ/RyEQiyEwozETZoXrsdddX6QmdNgfa3Wr6vAz/p/rMZD1YBnDxQHOnHf26yftBiQyH04Vdp5oBAOMGdC/IAMBl4/Kx7WQzvjvWKHtB5rN9NXjjh1MAgBunFiXE1n/xiBx8v/JS1LSYYW89g3e/3ATT2aMYzNRisKYWg5k6FNU1QFfvsxhLgi8a+XRBu+IWVojgUoNs3DV3JEblpWNuhhE390nC6WYzJgzIRK3JioIMIxiGEbMNqxEL58SYh79OyLEPPbagy+rooXLppZeiuLgYH374IX7961+DZVmsWbMGgwcPxsmTJ3HHHXfgnnvuwcsvv4wLL7wQzz//PB5++GHx4T01VZjPOY7Dn//8Z4wcORINDQ1YsWIFbr755qgFaKiZmAkys2bNEkPAAnHzzTfj5ptvDvp5YWGhX1bf3ozN4cI5d+20SASZ8931VMrd9VV6AtHGpBq0AfORaFgG+W5TVnWzmQoyMaK8uhUmqwMZSToUu7PZdseFbr+J3adb0Gq2IzNItexE02bh8NcvjwBw+7OcF6dcUuZmoOm45P8JoOkECppPAJwZ9wL+FZsBWKFHvW4ADttzcNyZh1N8Hq6aezEmT5oGM5eC8zOMmABhPuScPFINWrRZOGQkee+MZGdWgtmP4mHUqFHYv38/AGDZsmXi9kGDBuHxxx/Hb3/7W7z88svQ6/XIyMgAwzB++dFuvfVW8fWQIUOwZs0aTJkyRSw1QAkONegphJ9qTHDxDLJT9CiIIPpg3IAMaFkGZ1stOHi2Def1D+0JPhAkvfvA7ODh7AOzk3G21YKqZjMmD8oK+j1K5Hx7VHCCvXhETtCq174M6ZuCMfnpOFRrwgd7zuK2iwbHsokRcaqxE9e9uhX1JhsG9EnC8nkjoqeNcbmAjjqguRJoqfT/a2kJ/ltWC2QOBLKHuf8PFf8a0wowkGXBNJmB2jbcMSZPTNzn69lDZH9fIaY3kqTT4NBjCxJ27GjB87w4Rr/55husXr0aR44cgclkgsPhgNVqhdls7jIFyO7du/Hoo49i3759aGlpER12q6qqMGZM6FXIeyNUkFEI204KJoSJRZkRTeppRh0WnpeHz/fX4sM9Z3skyBypFaIqRuUFdzAdmJ2MH080iSUVKNFnp9usdNGw0H2eGIbBDdOK8NDHB/HvHVW4dcYg2YRnHqtvx/u7qvH+7jNi5ugV80YErLDeJQ470FoVWFBpOQ04uslwnT7ALaQMlQgtw4DMIkDTtfBRlJ0sZlGmdA/DMFEx7ySaw4cPY/DgwTh16hQuv/xy/O///i+eeOIJZGVl4fvvv8dtt90Gu90eVJDp7OzEggULsGDBArz99tvIyclBVVUVFixYQPPthIDyR1AvoeywkNl09sjIHR4vH1+Az/fX4pvD9Xjo8tERL2BH6gQH09H5wbPDFiq8SKHccThdOHi2DQBwfpF/mv2uuHJCAf7yxWEcb+jAivf24YmrzkvYYvL5/hpsONyAujYrtp5sErf3TdXj0SvG4rJxQSIUrSag5RSYxuMYVv8V2NJvgNbTgrDSdgbgu8hmymiAjAFCJts+gyV/hwj/9VQQoYTOxo0bceDAASxfvhy7d++Gy+XCM888I4Y9v/fee17f1+v1Ys0pwpEjR9DU1IS//vWvKCwsBCD4mVJCgwoyCqC62YyDNSYw4HHpSP8CeKEyc3hf6LUsqprNqGjowIh+kaWpP1IXgkYmSwhvJRWLKdFlT1UrOu1OZCTpMDQnPPt5mlGHexaOxKrPDuGjvWfR2GHD/908JaLoMivnxH92VuNUUycG9EnG9CHZGJ3fdRIup0uodfTadydxrL7D67Pz+qdj9shc3DghG/l8A3Bsv6BdaT3t/l8l/HebgLQAxgJAjc9BdMlAn0ESQWWQR2AJQbNCoQTCZrOhrq7OK/x69erVuPzyy3HTTTfh4MGD4DgOL7zwAhYvXowffvgBa9eu9drHoEGD0NHRgQ0bNqC4uBjJyckoKiqCXq/HCy+8gN/+9rc4ePAg/vznPyfoLJUHFWQUwNPrBe/24Rm86AwYCSkGLWYMzcamo+dQdqg+IkHGbHfglFs4GdWFRob4z5w41wmXiw+p0B8lNJwuHs+VHQMAzBmdG7J/jJRbZgyG2e7EU18fxXcVjbj7/X3ITTdi4Xl5mBiGhufeD/bj43JvKWL+mH64a+5wjC3IwIEzbfjv7mrsrW5Fi9mO6mYLBmYno6GpGf2ZRsxiz2EA04ifD3FgqK4ZadYaoLwK+LEpyBElJGfDlTkIZy16FIy9EJq+wzyCS2o/QCYmM4p6+Oqrr5Cfnw+tVos+ffqguLgYa9aswdKlS8GyLIqLi/Hss8/ib3/7G+677z5cfPHFWL16NW666SZxHxdeeCF++9vf4rrrrkNTU5MYqbtu3Trcf//9WLNmDSZOnIinn34aV1xxRQLPVjlQQUbm1LRa8El5DRgGuKKo58W/5o3JEwWZ380OP/z2WH0HeF7IsREoGR5hZF4aUvQatFk4HKo19cgnh+LNE18cxtaTTTBoWfzh0uER7+d3s4eh1WzHP76rFIWRV7ecxIh+qRiVl45BfVPwy2lFsDlcuP+jA7hxahGO1LXj22PnUNdmgdPFo7FDsN9fdX5//HiiEfUmG9YfqsP2QyfQn2lEPtOEfKYZJUwjBjDnMEB/DgM6zqGv0Sf1eKCSXMZMQXuSWSRoVMjrzCIgoxAwpsPJcdhTWoq8S0qgUVC2YoryWLduHdatW9ft95YvX47ly5d7bfvVr37l9f6VV17BK6+84rXthhtuwA033OC1ravIX4oHKsjIGIvdKWpjJgzIQGFqCE+p3TBndC7wkRC629BuDTvdOvHL6K56sk7DYtqQbGw80oAfjjdSQSZKNLRb8a9tQmXIx342ttsMtd2xfN4IfFfRiOMNHWKCt2P1HaLJZ80GTyHB7yqE5G5G2FDANCGfacJsTRN+PgyYZrQAA86g89xpaDrOwsjb/A/mizHDLZgMlAgp5HWh8DmFQqF0AxVkZMxd7+7F+kP1AIAl04qAsz0XZPqlG1FcmIl91a248529ePvX08Lyjdh0RHA6njq4+5Dqi4b1xcYjDdh0tAH/c4lyihTKFZvDid/+czfsThcmFmXiuinhp+z3JVmvRekfZsLudEHDMnjyi4P44se9GJVsQoq1ThRY+rv/FjCNyGK8/Vpw2v0fgFSs6tT2gTO9P9JzBwnOtV4CSxGQlNnj9lMoFAoVZGRKZWMn1h+qh4Zl8NrSybhoSB+Unt0blX1fNaEA+6pbsaOyGS9sPI4V80aE9LuaVgs2uAWZ+WP7dfv9eWP64bHPD2F7ZXNE2h+Kh+pmM+54ew8OuDViv7k4TMGQ5wUHWVMN0F4r/DfVAu01YNvrYHRvf6CzEQ8YecAFoItcebw+FUzGACC9vyCkkP/kfXp/pOhof1MolNhDBRmZQlLPTyzKxOyRueA4Lmr7/uUFA/FdRSM2HGnAmg0VWLOhAn+/fgJ+NiF4NWAAeOjjgwCAITkpGBmCo3BhVjJG5aXhSF07dp9qwaJgobSUoJxq7MS/tp3GB3vOoMXMIVmvwe0zh2D+GIkgyVncAkqdn5CC9jrPZ84QzD0AwOqA9AJ/4UTynjFmUGdaCoUiC6ggI1PEBHgDw8sREgpaDYtXb5qMC/+6AfUmYXG7691yzB6Vi3Sjv8OklXNixXvl2HCkAQwDPP2L4pBz0Ewe1AdH6tqx6zQVZMLC6cBXOw/i1S+2It3ZjLlMK0akW/DzkXr0aW0B3mwAOuqBjgbA1hb6fpP7Amn5QHq+8NfvdQGQlAWwtNAnhUJRBlSQkSEuF4/Nx4T085cMjzxvTFdoWAZf/GEm/vT+PjHV/fhH1+ObFRdjWK63tuX9XdUoPVAHALhyQv+wwnMnDeyDf22rwq7TXaR+7y24XIJ5p1MihHQIrx2mOpw9cxopXBNS7E0wcK1YCB4LNfAUILQDOBBk37pkjyCSlufzmvzNA7SRh+9TKBSKHKGCjAw5VGtCY4cNKXpNTOsU9U01YN0tU7HtZBOuf3UbAGDus1vwzC+KsfC8PBh1Gjz8yUG8vb0KADAoOxmrrx4X1jGmuNu/r7oVL206HlHIt2xxOYCOFqCzETA3uv82Sd6fAzqbPJ9ZmoNmnNUCGOizzckz6NRlIS27AExaPyE3Smquz99+QEqOEOFDTT0UCqUXQgUZGUIigy4cJmTijTUXDMnGc9cVY/l/9gEA/vj+Pvzx/X1e3xmSk4JP77wIxjALrQ3ok4wbphbi3zuq8dTXR3HBkGxMioG5rMe4XIKJxtwMWFoFzYmlWXgvCimNQGcTtJ0NWNRaC+1eM4Dw8zy4jH3QwGfgpDkZ55CJc3wGzvHC30ZkomDAQOgz8jG4qBBLZwwFQ5MJUigUSlCoICMz2iwc/rNLyA42qwflCMLlqvMHYHR+Oh755Cdsr2wWt2tYBn+7ZjwWF+fDoI2sWuwTV47DiYZO7DjVjF++th33LByJaycXhl8MMBSIQGJpAcwtboHELZSQ12bJa/GzVoQqlDDwDuhp4VNh1WehjU1HpTkJ2tQcDBs8CHsaNdh8hkcT0tDMp6OJT0cL0sBZPeetYRk4XTymDOqDaycX4heTC6N5NSgUCkX1UEFGRrhcPG5/cxfOtFgwoE8SriguiOvxR+Wl4z//Mx0mK4dvj55DU4cNo/PTccGQ0KsrB4JlGdw8YxB2nGqGhXNi1WeH8O8dVfj1RUPwi8kDvB2HnZxQENDaCthMgLXN/b6ti/dt3u+7KhjYDbwuBTZdBjrZNLiS+sCY3hfV1mT81KoDZ8xCE9LxYy3QxKejmU9HC1LhhAaQBgS1uP93QVaKHr+6YCCWzR0um+rTFAolsQwaNAjLli3DsmXLEt2UqLFu3TosW7YMra2tMTsGFWRkgsvF47HPD2HHqWYk6TRY+8tJSAsQQRQP0o268IQopwOwtwO2DsDeAdg7AVu78Nq9bZGtA+8Nr0JNwznYOtuR0mxB2qcWtG5lkMlaRWGEcViicxK6FLiS+oDTZ0CXmg0+qQ/a+FSsr7TjrM0ITp8JY3pflDcyOGMzoo1PRRtSYLeGds0NGh7L5o7E/rMmVDR0oNVsxwVDsvH5/lqwDGDQasAywMDsFFwzaQDSjFqca7fhF5MGIMWgjY02ikKhxIybb74Zb775pvg+KysLU6ZMwZNPPonx48cnsGUUOpvKgDd+qMSqzw6J7389c3B0U/q7nABnFvKNeP21Btgm/euzzd4ZWFAJIT8JA2AqeSMddc3+3wWATt4IJikdLn0GHLo0NDqMqLPp0eRMQovTiH65/ZCXmwuLJhWnOrTQJWfCrk1Fdk4/vLPfhC0n24H2LhpkBWDq4nMJxQMyMGNYX5QeqEVNqxV/mj8chvqfcONFg6Dzqe/z9+t5OFyuiM1wFApFvixcuBBvvPEGAKCurg4PPvggLr/8clRVVSW4ZcGx2+3Q67vIbqkCqCDTE3heMIW4HP7/xe1OwCW8Pt3Qhi/2VePaifnYfrwe3x2rA8s70djWgctYJ/TgMC7PiBuSq4Af1wMOG+C0Aw4bWM6C8dUV0Hz2FcBzXp95/tqEv2QbEUKc9vhcD40e0KcChlThr/g6BdCnSbanoMVpwOoNZ9DqSkI7kmHiU2BCEkx8CjqQ5G+u8eWU+78XDgBnu2wiwwCPX3keNhxuQFOHDddNKUJOmgFfHqwFAwY/nmjEuP4Z6JOsR7JBg99eMhT90oUMtXcvGAmbwwUNXCgt/SnwJWAZaFgqxFAoIcHzwjyVCHTJYUf6GQwG5OXlAQDy8vJw7733YubMmTh37hxycnKwcuVKfPTRRzhz5gzy8vKwZMkSPPzww14PPJ999hkee+wxHDhwAKmpqZg5cyY++uijgMd77bXX8Kc//QkffPAB5syZg/b2dvz2t7/Fxx9/jPT0dNxzzz345JNPMGHCBDz//PMABPPUrbfeikOHDqG0tBRXX3011q1bhw8++AAPP/wwjh8/jvz8fPz+97/HH//4R/FYDMPgo48+wpVXXiluy8zMxPPPP4+bb74Zp06dwuDBg/HBBx/ghRdewPbt2zF8+HCsXbsW06dPF3+zbt06PPzww2hsbMSCBQtw0UUXhXWNI6H3CDJrZwIGBgAv+FDwcP91SbbxPu8l3/Pa5gLvcoAJ0xdjIIA7AOAkcBmE/wC8PUebAXzj/1sNgMEA0BjWIf3RJQO6JMnfpO63aY3C64CCSYpHaNGGLvX3AbCooAE/VDSivt2GaTkp0LIMyqtb8c1hIWprYHYyTjd5T3J9U/VixeXiARnYdyZwMriCDCNeuPF87D7dgh9PNGHemH7YdaoFP580ADOG9cWSad7BzvPGdF9ygWEYGHUacFzPq5BTKBQIQsxf4usLKHJ/jTB/RUhHRwf+9a9/YdiwYcjOFvwI09LSsG7dOhQUFODAgQO4/fbbkZaWhnvuuQcA8MUXX+Cqq67CAw88gLfeegt2ux2lpaUB9//kk0/iySefxPr16zF1qqDPXrFiBX744Qd8+umn6NevHx5++GHs2bMHEyZM8PrtM888g7vvvht//vOfwbIsdu/ejWuvvRaPPvoorrvuOvz444+44447kJ2djZtvvjms837ggQfw9NNPY/jw4XjggQdwww034Pjx49Bqtdi+fTtuu+02rF69GldeeSW++uorPPLII+Fd2AjoPYJMS6VbkIkOXe2J4zVwQPqfhZO85jVwggUHLcBqwGh00On0GJibCY3OAGgMgkCgNQoaDq2wzclqUXHyNIaPOg8afZKwXSv5vtdf939fAUVrlFWukdkjczF7ZG6X32nptOPdndWYOjgL4/pnQK9l0dhhg4vnxdpN+6pbMTgnBf/cehoZSTr8fNIAGLQsGIbBpIFZYl0iX+GFQqFQwuHzzz9HamoqAKCzsxP5+fn4/PPPwbozYT/44IPidwcNGoQ//elPePfdd0VB5oknnsD111+PVatWid8rLi72O87KlSvxz3/+E5s3b8bYsWMBAO3t7XjzzTfxzjvvYM6cOQCAN954AwUF/oLg7NmzceeddyI9PR0sy2LJkiWYM2cOHnroIQDAiBEjcOjQITz11FNhCzJ/+tOfcNllwmP4qlWrMHbsWBw/fhyjRo3C3//+dyxcuFA83xEjRuDHH3/EV199FdYxwqXXCDJ3MA/CYtOCBwMeDFKMOnAuBmlJOtS22cEDcIHFtCHZONVswZlWwa7hAit+xgPgwcLFM+CgcQsnLBzQisKJCwy6EnN+e8lQmKwcBvRJwv9eMjTkiBUXx+GopRRDZ5RAo0uME3Ai6JOix//O8i6Q2DfVOzttcWEmAKgr2R6F0hvQJQuakUQdO0xmz56NV155BQDQ0tKCl19+GYsWLcKOHTswcOBA/Oc//8GaNWtw4sQJdHR0wOFwID09Xfx9eXk5br/99i6P8cwzz6CzsxO7du3CkCFDxO0nT54Ex3GidgYAMjIyMHLkSL99TJ482ev94cOH8bOf/cxr24wZM/D888/D6XRCowndHC51bM7PF8rONDQ0YNSoUTh8+DCuuuoqr+9Pnz6dCjLRYotlMFiDZOCS4BgfP4wjJwCge3Vjkk6D2y4ajLwMI/qmGnDnO3vgcvEYmpOCW2YMxoTCTBxv6MDkQX2w8UgDpg3Oxsi87gstUigUSq+BYXpk3ok3KSkpGDbM88D02muvISMjA//4xz9w2WWXYcmSJVi1ahUWLFiAjIwMvPvuu3jmmWfE7yclJXV7jJkzZ+KLL77Ae++9h3vvvTfidoYLwzDgee9cWoGKFUv9fciDuMuVWHN7zASZLVu24KmnnsLu3btRW1vr50T04YcfYu3atdi9ezeam5uxd+9ePzuf1WrFH//4R7z77ruw2WxYsGABXn75ZfTr170/gy+/mzUMv51/HkwWDl//VIfHvzgsfqbTMLhyQn/UtFnQ3MlhSN8UzBzeFwDQbLYjK1mP8upWTB6UhZ9PGgCL3QmdhoFW48m6e/wvJX7HJJFHN00fFHZ7KRQKhSJvGIYBy7KwWCz48ccfMXDgQDzwwAPi56dPn/b6/vjx47FhwwbccsstQfc5depU3HnnnVi4cCG0Wi3+9Kc/AQCGDBkCnU6HnTt3oqioCADQ1taGY8eO4eKLL+6ynaNHj8YPP/zgte2HH37AiBEjRG1MTk4Oamtrxc8rKipgNofniD169Ghs377da9u2bdvC2kckxEyQ6ezsRHFxMW699VZcffXVAT+/6KKLcO211wZVtS1fvhxffPEF3n//fWRkZODOO+/E1Vdf7dchofC/s4ciPUmHjCQdfj1zCJZMG4iTjR0YWxBamPP1U4vE10l6GpVCoVAovQ2bzYa6OqGAbktLC1588UV0dHRg8eLFMJlMqKqqwrvvvospU6bgiy++8ItGeuSRRzBnzhwMHToU119/PRwOB0pLS7Fy5Uqv71144YUoLS3FokWLoNVqsWzZMqSlpWHp0qW4++67kZWVhdzcXDzyyCNgWbZbF4U//vGPmDJlCv785z/juuuuw9atW/Hiiy/i5ZdfFr9z6aWX4sUXX8T06dPhdDqxcuVKv/QS3fGHP/wBM2bMwNNPP42f/exn+Prrr2NuVgIA8HEAAP/RRx8F/KyyspIHwO/du9dre2trK6/T6fj3339f3Hb48GEeAL9169aQj93W1sYD4Nva2iJpumyw2+38xx9/zNvt9kQ3pddD+0I+0L6QD6H0hcVi4Q8dOsRbLJY4tiw6LF26VHCTdP9PS0vjp0yZwv/3v/8Vv3P33Xfz2dnZfGpqKn/dddfxzz33HJ+RkeG1nw8++ICfMGECr9fr+b59+/JXX321+NnAgQP55557Tny/efNmPiUlhV+zZg3P8zxvMpn4G2+8kU9OTubz8vL4Z599lp86dSp/7733eu3j2Wef5VtaWnin0ylu/+9//8uPGTOG1+l0fFFREf/UU095tevs2bP8/Pnz+ZSUFH748OF8aWkpn5GRwb/xxhs8zwdeq1taWngA/KZNm8Rtr7/+Oj9gwAA+KSmJX7x4Mf/000/7XQMpXY2JUNdvhud9jGIxIFB8OoHEpvualjZu3Ig5c+agpaUFmZmZ4vaBAwdi2bJlWL58ecBj2Ww22GwexxeTyYTCwkI0NjZ6OV0pDY7jUFZWhnnz5oUtJVOiC+0L+UD7Qj6E0hdWqxXV1dUYNGgQjEZjnFuoPjo7O1FYWIinnnoKt912m7id53m0t7cjLS1N9iVQrFYrTp06hcLCQr8xYTKZ0LdvX7S1tXW5fsvW2beurg56vd5LiAGAfv36iaq9QKxevdortI2wfv16JCeH76UuN8rKyhLdBIob2hfygfaFfOiqL7RaLfLy8tDR0QG7PU6JOlXE/v37cezYMUyaNAkmkwlPPvkkeJ7HpZdeCpPJP1V5e3tX6c3lgd1uh8ViwZYtW+BwOLw+C9VHR7aCTKTcd999WLFihfieaGTmz59PNTKUqED7Qj7QvpAP4WhkUlNTqUYmAlJSUvDKK6/g6NGj0Ov1mDhxIrZs2YLBgwd7fU9pGpmkpCRcfPHFATUyoSBbQSYvLw92ux2tra1eWpn6+noxRXQgDAYDDAaD33adTqeKiU4t56EGaF/IB9oX8qGrvnA6nWKkD0kiRwmdSZMmYffu3d1+j4RDk2stZ4izcqBxE+o9LdsznDRpEnQ6HTZs2CBuO3r0KKqqqrzqOlAoFApFWcTBNZOiEKIxFmKmkeno6MDx48fF95WVlSgvL0dWVhaKiorQ3NyMqqoq1NQIWR2PHj0KQNDE5OXlISMjA7fddhtWrFiBrKwspKen4/e//z2mT5+OCy64IFbNplAoFEqMIDlL7HZ7SMnhKOqH+MH0RKMaM0Fm165dmD17tvie+K0sXboU69atw6effuqVFOj6668HIMTZP/roowCA5557DizL4pprrvFKiEehUCgU5aHVapGcnIxz585Bp9PJ3uyhVFwuF+x2O6xWq2yvMc/zMJvNaGhoQGZmZlhlEnyJmSAza9asLlVGN998c7fFqoxGI1566SW89NJLUW4dhUKhUOINwzDIz89HZWWlX9ZbSvTgeR4WiwVJSUmyd/bNzMzs0u81FGTr7EuhUCgU9aHX6zF8+HAafh1DOI7Dli1bcPHFF8vaCV6n0/VIE0OgggyFQqFQ4grLsjT8OoZoNBo4HA4YjUZZCzLRQp7GMwqFQqFQKJQQoIIMhUKhUCgUxUIFGQqFQqFQKIpF9T4yJHIq1FTHcoXjOJjNZphMpl5h85QztC/kA+0L+UD7Qj6opS/Iut1d0jzVCzKkaFZhYWGCW0KhUCgUCiVc2tvbkZGREfRzhld5rmiXy4WamhpFFM/qClL8srq6WtHFL9UA7Qv5QPtCPtC+kA9q6QtS/LKgoKDLxH6q18iwLIsBAwYkuhlRIz09XdEDU03QvpAPtC/kA+0L+aCGvuhKE0Ogzr4UCoVCoVAUCxVkKBQKhUKhKBYqyCgEg8GARx55BAaDIdFN6fXQvpAPtC/kA+0L+dDb+kL1zr4UCoVCoVDUC9XIUCgUCoVCUSxUkKFQKBQKhaJYqCBDoVAoFApFsVBBhkKhUCgUimKhggyFQqFQKBTFQgUZBfHXv/4VDMNg2bJliW5Kr+Ts2bP45S9/iezsbCQlJWHcuHHYtWtXopvV63A6nXjooYcwePBgJCUlYejQofjzn//cbWE5SnTYsmULFi9ejIKCAjAMg48//tjrc57n8fDDDyM/Px9JSUmYO3cuKioqEtNYldNVX3Ach5UrV2LcuHFISUlBQUEBbrrpJtTU1CSuwTGCCjIKYefOnfh//+//Yfz48YluSq+kpaUFM2bMgE6nw5dffolDhw7hmWeeQZ8+fRLdtF7H3/72N7zyyit48cUXcfjwYfztb3/Dk08+iRdeeCHRTesVdHZ2ori4GC+99FLAz5988kmsWbMGa9euxfbt25GSkoIFCxbAarXGuaXqp6u+MJvN2LNnDx566CHs2bMHH374IY4ePYorrrgiAS2NMTxF9rS3t/PDhw/ny8rK+EsuuYS/6667Et2kXsfKlSv5iy66KNHNoPA8f9lll/G33nqr17arr76aX7JkSYJa1HsBwH/00Ufie5fLxefl5fFPPfWUuK21tZU3GAz8v//97wS0sPfg2xeB2LFjBw+AP336dHwaFSeoRkYB/O53v8Nll12GuXPnJropvZZPP/0UkydPxi9+8Qvk5ubi/PPPxz/+8Y9EN6tXcuGFF2LDhg04duwYAGDfvn34/vvvsWjRogS3jFJZWYm6ujqvuSojIwPTpk3D1q1bE9gyCgC0tbWBYRhkZmYmuilRRfXVr5XOu+++iz179mDnzp2Jbkqv5uTJk3jllVewYsUK3H///di5cyf+8Ic/QK/XY+nSpYluXq/i3nvvhclkwqhRo6DRaOB0OvHEE09gyZIliW5ar6eurg4A0K9fP6/t/fr1Ez+jJAar1YqVK1fihhtuUHxFbF+oICNjqqurcdddd6GsrAxGozHRzenVuFwuTJ48GX/5y18AAOeffz4OHjyItWvXUkEmzrz33nt4++238c4772Ds2LEoLy/HsmXLUFBQQPuCQgkAx3G49tprwfM8XnnllUQ3J+pQ05KM2b17NxoaGjBx4kRotVpotVps3rwZa9asgVarhdPpTHQTew35+fkYM2aM17bRo0ejqqoqQS3qvdx999249957cf3112PcuHH41a9+heXLl2P16tWJblqvJy8vDwBQX1/vtb2+vl78jBJfiBBz+vRplJWVqU4bA1BBRtbMmTMHBw4cQHl5ufh/8uTJWLJkCcrLy6HRaBLdxF7DjBkzcPToUa9tx44dw8CBAxPUot6L2WwGy3pPXRqNBi6XK0EtohAGDx6MvLw8bNiwQdxmMpmwfft2TJ8+PYEt650QIaaiogLffPMNsrOzE92kmEBNSzImLS0N5513nte2lJQUZGdn+22nxJbly5fjwgsvxF/+8hdce+212LFjB1599VW8+uqriW5ar2Px4sV44oknUFRUhLFjx2Lv3r149tlnceuttya6ab2Cjo4OHD9+XHxfWVmJ8vJyZGVloaioCMuWLcPjjz+O4cOHY/DgwXjooYdQUFCAK6+8MnGNVild9UV+fj5+/vOfY8+ePfj888/hdDpFP6WsrCzo9fpENTv6JDpsihIeNPw6cXz22Wf8eeedxxsMBn7UqFH8q6++mugm9UpMJhN/11138UVFRbzRaOSHDBnCP/DAA7zNZkt003oFmzZt4gH4/V+6dCnP80II9kMPPcT369ePNxgM/Jw5c/ijR48mttEqpau+qKysDPgZAH7Tpk2JbnpUYXiepsOkUCgUCoWiTKiPDIVCoVAoFMVCBRkKhUKhUCiKhQoyFAqFQqFQFAsVZCgUCoVCoSgWKshQKBQKhUJRLFSQoVAoFAqFolioIEOhUCgUCkWxUEGGQqFQKBSKYqGCDIVCoVAoFMVCBRkKhUKhUCiKRfVFI10uF2pqapCWlgaGYRLdHAqFQqFQKCHA8zza29tRUFDgV/FeiuoFmZqaGhQWFia6GRQKhUKhUCKguroaAwYMCPq56gWZtLQ0AMKFSE9PT3BrIofjOKxfvx7z58+HTqcTt//s45+h3lyPNxa+gdFZo7Grbhfu3HgnhmQMwTuXvRPzdm2r2YZl3y7D8MzhWDl1JX69/tcoSCnAhz/7MObHThTB+kIOXPXxVag11+L/FvwfKloqsHrHaszsPxNPXfJUopsWVd4/9j6e2fUMZvWfhQvbL8RfTH8BAHx9zdfIMGSEta+7Nt6F7XXbAQAD0wfiP5f/J+rt7Q3E675Y9MEitNhaAAC/HP1L3Hn+nTE7llKR8xwVDiaTCYWFheI6HgzVCzLEnJSenq54QSY5ORnp6eleA5NNYqHhNUhPE84vzZwGTZIG2iRtXM43uT0ZmiQNDCkGpKUJx9YkaRR9rbsjWF/IATZZGA9paWlIdaRCk6SBLlmnuv5ISkmCJkkDY6oRKc4UaDgNAOHBJd0Y3rlqk7XQJAm/j9d9o0bidV+wSSw0rNBf+mQ97a8AyHmOioTu3EKos6/C4XkeAMAyQlcyEDrcBVdcjw94BhsPPtjXKTGG9AfDMGJ/uPj4jIV4QsYY4/7nuz2SfUX6e0p8cfLOgK8pvRcqyCgcskiRRYsINFIBI5aICwrjWVDoYpA4REEGjDgW4iXUxhOpAC99WotEaJPeK/G6byiRI+1jNQrplPChgozCIUID6+5KcfGK0w0uLihgQR6M6WKQOMTxwLAewVKF/SEK8O5z7IkQTTUyykI6t1GNDAWggoziITe1aFqKszlBqpEhwhRdDBKHtN97g2mJCM+iWTMCoY0+4SsL2l8UX6ggo3D8TEtxFiakpoyeLCaU6CDVyKhZsPTSBKJn456OV2Uh1cJQQYYCUEFG8fg6+8bdtER9ZGRFIB8ZNS7U0nEnvBD+ROQjA+ojoySkfURNSxSACjKKhzhykifSuJuWJAun7zZK/PHykVGxaSmYJrIn+wLU6RitNqhGhuJLQgWZ1atXY8qUKUhLS0Nubi6uvPJKHD161Os7VqsVv/vd75CdnY3U1FRcc801qK+vT1CL5UewqKV4a2SkCyfVyCQOsd+Z+I+FeCINvwZ6JsBTjYxy8O0fqpGhAAkWZDZv3ozf/e532LZtG8rKysBxHObPn4/Ozk7xO8uXL8dnn32G999/H5s3b0ZNTQ2uvvrqBLZaXgQzLcXrBifHkZqWKIlDGsXWG3xkohK1RMOvFYPvvKZGIZ0SPgnN7PvVV195vV+3bh1yc3Oxe/duXHzxxWhra8Prr7+Od955B5deeikA4I033sDo0aOxbds2XHDBBX77tNlssNls4nuTyQRAyHTIcVwMzya2kLb7ngO5kZ0OJziOA+/kxe3xOF/OIRyDAQOX0xXXYyeKYH0hB8hC7HQ44XK5x4bLKcu29gSH0yG8EIOXBEHGztnDPldynQDBtKS2axUv4nFf2J12r/cOp4P2VwDkPEeFQ6jtl1WJgra2NgBAVlYWAGD37t3gOA5z584VvzNq1CgUFRVh69atAQWZ1atXY9WqVX7b169fj+Tk5Bi1PH6UlZV5vXe6hCeUbzd9i3Q2HY3ORgCA1WZFaWlpzNuzz74PANDc1IwtW7YAAGx2W1yOnWh8+0IOkBt/8+bNaHA1AACaW5pV1x9HrYIJ+uzZs5iSPEUUojdt2oRsTXZY+2ppbxFfW63xuW/UTCzvC473Xthqamtof3WBHOeocDCbzSF9TzaCjMvlwrJlyzBjxgycd955AIC6ujro9XpkZmZ6fbdfv36oq6sLuJ/77rsPK1asEN+TolPz589XdE0OjuNQVlaGefPmedXOePjfDwM8MGfOHOQk5eBMxxk8/+nzYLUsSkpKYt4uvpLH+1vfR27fXFwy6RKs+WINdDpdXI6dKIL1hRx44r0nAAcwe/ZsnGw7ibc3v43MzEyULFBXf5w5cAYbDmxA4YBCoBnQarWwOWy45JJLUJReFNa+/vXlv1DTUgMA0Bv0qh67sSQe94WZM2PV+54H1dx+uSi5mPaXL3Keo8KBWFS6QzaCzO9+9zscPHgQ33//fY/2YzAYYDAY/LbrdDpFdyjB9zyIaUmv00On08GoMwIQbMnxOF9WI/hhaFiNeDwevCqudXfIeUzpdXrotOrtD4YVTEmkeCDxDdNoNeGfq49rl9quVbyJ5X3B8t5unWoc29FEznNUKITadlmEX9955534/PPPsWnTJgwYMEDcnpeXB7vdjtbWVq/v19fXIy8vL86tlB9Sx0Q/Z19XfJx9pZmFRWdf6i+ZMKSp+3tF1BLjE7UUQfi09PpQZ1954zuWadQSBUiwIMPzPO6880589NFH2LhxIwYPHuz1+aRJk6DT6bBhwwZx29GjR1FVVYXp06fHu7myQ3pTkwgV8oQarxs8UPE+NUbJKAVpf/SmqCUitEVyqtLrQ/PIyBtfQSYcId3utOPHsz/C6rBGu1mUBJNQ09Lvfvc7vPPOO/jkk0+QlpYm+r1kZGQgKSkJGRkZuO2227BixQpkZWUhPT0dv//97zF9+vSAjr69DemkS4QILSN0KQ8eLt7lmeBjhDT8Ws0Lp1IgY0JaMkKNGhnf/Em+28OBhl8rh55oZFbvWI3/Hvsvrh1xLR6a/lC0m0ZJIAnVyLzyyitoa2vDrFmzkJ+fL/7/z3/+I37nueeew+WXX45rrrkGF198MfLy8vDhhx8msNXyIaBpifV0aTzMS2Ri0TCaHqWJp0QHUVPB9A7Tkm/V9x7nkaFCuKzpiUbmv8f+CwB479h7UW0TJfEkVCMTytOP0WjESy+9hJdeeikOLVIWXqYl90RONDKA2+EXsXX08jIt0YR4Cccr0zJJEqdCLYNf1XdErn2SajbVeK3UhK8GJhITepo+LVrNociEkASZUEOgACg6xFlpSCdtP18BxMdPJpApgy4GicNrTKjYZ8k3o7WviSmSfQHqvFZqwnduiURw7ZfcL1rNociEkASZzMzMkCcKp5N6kccL6aQrhp+6nX0BwOFyxLwNgaKW6GKQGHxNjWo2LUl9s4CeaWS8nH1VeK3URDRKFBg0/uk5KMomJEFm06ZN4utTp07h3nvvxc033yxGDm3duhVvvvkmVq9eHZtWUgISyLSkYTQBP491G9RuylAC0gVZGn6tRsHSyzcLPfORocKLcuiJj0xPfkORNyEJMpdccon4+rHHHsOzzz6LG264Qdx2xRVXYNy4cXj11VexdOnS6LeSEpBAZgQiUPDg42NakgoyKjZlKAFfjUxPtBRyxzdqqSdCNI1aUg40jwwlEGFHLW3duhWTJ0/22z558mTs2LEjKo2ihIbXwiXpSmJeiodpKZCzLxVkEoNvDhQ1m5Z8NTI9EaKpaUk5RKqRkc6VtI/VR9iCTGFhIf7xj3/4bX/ttddQWFgYlUZRQkO6cEmdfEnkUjxuWNFXgTr7Jh7JZZf6yKixP8TMvoiCjwx19lUMkUYtOXjPQx3tY/URdvj1c889h2uuuQZffvklpk2bBgDYsWMHKioq8MEHH0S9gZTgBDItAfEtU0AmBQ2roRqZBOOVINH9z3e7WiALmG9pjoh8ZKTh13Tsyho/jYwrtLEt1U7TPlYfYWtkSkpKUFFRgcWLF6O5uRnNzc1YvHgxjh07RqvGxhnfXBqEeJYpkNb2oRqZxOLnI6Pi/vANv/bdHg601pJyiNRHRvpQR/tYfUSUEG/AgAH4y1/+Eu22UMJEFGR85FFiWoq3sy+BPvEkBt9JXs2mJd9x16MILV76Un3XSk34ahdDNSV6aWRUeD/0diISZFpbW7Fjxw40NDT4qfZuuummqDSM0j1EUJHmjgE8k3qi8shQEo9X1FIvMC3RzL69A9/1JhIfGRrppD7CFmQ+++wzLFmyBB0dHUhPT/fyzWAYhgoycYTc1NLcMYBHsIl3HhkvrQzP9yjbKiV8fH2m1By1FCyzb4/Dr6lGRtZEmhBP+lDHubiotomSeML2kfnjH/+IW2+9FR0dHWhtbUVLS4v4v7m5ORZtpASBPGX4amSIYBP3PDISjYwaF0+545XpGeqOWhI1MvDWyPQ0/BpQ5/VSC759FbJGRirIOKkgozbCFmTOnj2LP/zhD0hOTo5FeyhhQBzYpIUiAY8gE5c8MpIwWKkGhj7Zxh8v4ZHxaCnUaFry1cj0RPsUjfo9lPjgG4kZqtApFXioRkZ9hC3ILFiwALt27YpFWyhh4usnQNCy8c8j4xc9QgWZhMJC5Zl94VP9momOjwxAx66ciTRqiZqW1E3YPjKXXXYZ7r77bhw6dAjjxo2DTqfz+vyKK66IWuMoXdOds288TEvkiUjDaLx9YuhaEHd8a2+JwqUK+8I3aoloIXsafg1QQUbOEKFTw2jg5J0R+cjYnfaYtI2SOMIWZG6//XYAQs0lXxiGodWv40hQ01IcSxRIa95IfWToYhB//Jx93QpXNZqWfAUZMvYiEt59hir1kZEvJMBBx+rgdDpp1BIFQASCTKiZFCmxJ5hGJp4lCoJGLVFBJu74pe3vgblF7vgWjSQaGWpaUjekr7SsFnBGFrXk5J00qlJlhO0jQ5EPoiDDJM605JXZl0YtJRSiSZBWQpduVxO+RSOj6eyrxuulFkj/6lid1/vu8HUSploZdRG2RiaQSUnKww8/HHFjKOFBbs5geWTiaVry1QrRxSD+EE0CMSmpOY+MVIAGeijIgEYtKQXRnO4OaAi1npzvXEj7WF2ELch89NFHXu85jkNlZSW0Wi2GDh1KBZk4EiyPDHlaiYd3vnTxpKraxCJOzgz5o97w62AamUietKnQrRy8TEsIw7TEewsyDpcDeo0+uo2jJIywBZm9e/f6bTOZTLj55ptx1VVXRaVRlNAIppGJpyBDFg6GYbzaQZ94EoeYJE7FRSOj6iNDo5YUg69pKZLw63B+R1EGUfGRSU9Px6pVq/DQQw9FY3eUECE3NXk6IZAnjXhksJQmJpNqZOhEEX98F/ceFVKUOb55ZHpiWoq0ECEl/pB5hQgyPPiQBHU/QSZEkxRFGUTN2betrQ1tbW1h/WbLli1YvHgxCgoKwDAMPv74Y6/Pb775ZiGsV/J/4cKF0Wqy4iHqUt9kdPHUyEijlqQaGTVqAeSOX9SSmhPiBal+HY3wazVeL7VA5hXpw1sofe77HV9TE0XZhG1aWrNmjdd7nudRW1uLf/7zn1i0aFFY++rs7ERxcTFuvfVWXH311QG/s3DhQrzxxhvie4PBEG6TVUsw05KedWtk4izISKOWqEYm/pDUCL6LO6C+Ip7SceeEM6oaGYp88dXIAKE9NFGNjLoJW5B57rnnvN6zLIucnBwsXboU9913X1j7WrRoUbfCj8FgQF5eXrjN7BWQm9rXtKTTCDd5PDJYiguK29mXZVi4eJcqzRlyxzccXyrIuHiXn8CrZIJpZKIRfk2FcPkSyJzu5J3QQRfsJwCoj4zaCVuQqaysjEU7gvLtt98iNzcXffr0waWXXorHH38c2dnZQb9vs9lgs9nE9yaTCYAQXcVxyq2xQdouPQc7JwgqLFiv7RoIC5aVs8b8nMkEwbt4cBwHFixccMFmt4HTKvd6d0WgvpADNk4Y9ywjjAenw+n1mfQpVumQJ2re6Tan8YK2iXOEf5/7Ct12ux2cRl59qwTicV9wDmHf0mzmNrsNGr5rIZ3cGwSrPfZzY6zZ37gfRWlFyDRk+n0m1zkqXEJtf9iCjJQzZ84AAAYMGNCT3QRl4cKFuPrqqzF48GCcOHEC999/PxYtWoStW7dCowk8cFevXo1Vq1b5bV+/fr0qKnaXlZWJr/fY9wAAmhqbUFpaKm6vMdcAAA4dPYTSqlLEkrOdZwEAR44cQWllqehv8M3Gb5DJZsb02IlG2hdyoN5ZDwBwcA6UlpbCylvFz7788ku/UhZKprm9GQCwb98+jNaNRmNjo/D+wD4YjoVufg5klvhmwzdIY9Oi09BeSCzvi3JbOQCgtblV3PbV+q9gZIwh/Y6w6dtN6KvpG+XWxY8T3Am80fkGUpgU3JcR3BIitzkqXMxmc0jfi6hEweOPP45nnnkGHR0dAIC0tDT88Y9/xAMPPACWjV6y4Ouvv158PW7cOIwfPx5Dhw7Ft99+izlz5gT8zX333YcVK1aI700mEwoLCzF//nykp6dHrW3xhuM4lJWVYd68eWKhTvsJOz7c/iHycvNQMqtE/O7h3Yex/eh2DBo6CCUTSoLtMips+X4L9lftx3ljzkPJyBI8/p/H4XA6MGvWLBSkFsT02IkiUF/IgWMtx/DCly8gyZCEkpISdHKdePz9xwEA8xfMh1Hb9WSvJN756h2gGZh4/kRYDlqQl5uHw2cPY8zYMSgZEfqYd7qceOhd72jL2ZfORm5ybrSbrHricV9Yj1vx8Y6PkZebh+M1xwEAc+bOQYYho8vfdRzrwCe7PhHfX3TxRRiSMSQmbYwHT+9+GjgKdPKdKCnxH+9ynaPChVhUuiNsQeaBBx7A66+/jr/+9a+YMWMGAOD777/Ho48+CqvViieeeCLcXYbMkCFD0LdvXxw/fjyoIGMwGAI6BOt0OkV3KEF6HjwjPE3qNN7nZtQJC5YTzpifM2mDVquFTqfz+CxoWVVc766Q25hiNO6wa1a49np4En5pdVrotPJpa08h5iC9Vg8LLNBqhKmMYZnw+iSAS41Gq5FVvyqNWN4XDCuMcWkyu1DmGjJPeX4ERfcxmeOBrs9DbnNUuITa9rAFmTfffBOvvfYarrjiCnHb+PHj0b9/f9xxxx0xFWTOnDmDpqYm5Ofnx+wYSiJYeYB4OvsS1Xw0at5QekawbLeA+sLhxYzSPXX2DXBZ6NiVL4EK5YbSX77OvUp39pUKcmqLSIyEsAWZ5uZmjBo1ym/7qFGj0NzcHNa+Ojo6cPz4cfF9ZWUlysvLkZWVhaysLKxatQrXXHMN8vLycOLECdxzzz0YNmwYFixYEG6zVUmwopHEqTOetZZ8k7DRxSD+kPEQKPxa6RO3L8HONdzzDBR6rbZrpSakwrqG0cDJO0MKpfZNRaH08GuSYgMAOrlOpOpTE9iaxBO2Q0txcTFefPFFv+0vvvgiiouLw9rXrl27cP755+P8888HAKxYsQLnn38+Hn74YWg0Guzfvx9XXHEFRowYgdtuuw2TJk3Cd999R3PJuCGCiq9GhgzyuIRfwxN+DVBBJpH4amTUXDJCrPQN7xIF4WqepN8n+1Kb9kpNSB+cwplr1BZ+LY20M9lD8yNRM2FrZJ588klcdtll+OabbzB9+nQAwNatW1FdXe0VORMKs2bN6nLS+Prrr8NtXq8iqEZGk5jMvtK/als4lQB5ygykkYmHdi6e+I59ohEMWyMjGacaVgOHy0HHrozx1chw4CLL7Kvw+8Hq8EQkmuwmFECdgRWhErZG5pJLLsGxY8dw1VVXobW1Fa2trbj66qtx9OhRzJw5MxZtpAQhWK2lRJUokP6li0H88dXISAt5qq0/RI1MFIpGEkh4Os30K1+k801v1shYnR5BRirU9FbC0shwHIeFCxdi7dq1MXXqpYSGaFoK4iMTT2dfKsgkHtFvRJICgWVYwY9A4RO3L8Ecm8Mdd74aGTipaUnOSH2jSN+HpJHx8YlRuo+MVHiJxwOr3AlLI6PT6bB///5YtYUSJr4OjwSDRvAhiocgQ9pAnX0Tj+/iDni0dWoTZPzGHSIUZCTaFzp25Y80SpII7KEInn7Ovgq/H6gg403YpqVf/vKXeP3112PRFkqYkKcKX9NSkjYJAGBxWmLfBlLvya2WV6spQwkEEmzFaB6FP4H6EizsP9wFSroIiqYlOnZli1SADUcjozbTksXhmduV7u8TDcJ29nU4HPi///s/fPPNN5g0aRJSUlK8Pn/22Wej1jhK1xBJXBqKB0DM4Cod7LFCrMDtjpwikR9KnyiUSCCNTDiTvZIgmpSe+shIBRmqkZE/0jEeTn/55ZFRuGBvc3pqR3FOqpEJW5A5ePAgJk6cCAA4duyY12e9PSlPvCGCTDCNTDycwHyjR4hAQ6tfx59AGhlRkFH4xO2LyxWdsH/pAkfuI+rsK18COftGopFx8MrWYkjPh5qWIhBkNm3aFIt2UCKASOIk3JpANDJxEWRc3oKMqJFR2cKpBAJqZFh1a2R66mQuXRgjzUVDiR+RRi2pTSMjFcTsrtj7Qsqd6FV4pMQdIomTKCWCURNHQcYnZbi4GFCNTNzp0kdGbYJMkLD/cM9Tes2IRpmaluRLpFFLanP2lZqTqGkpAo3MVVddFdCExDAMjEYjhg0bhhtvvBEjR46MSgMpwSGSuK8gkwhn354mJqP0HGJu8YpaUqkDa7TyF4npAxDeEz4lMXhFLfUgj4zSHWSpacmbsDUyGRkZ2LhxI/bs2QOGYcAwDPbu3YuNGzfC4XDgP//5D4qLi/HDDz/Eor0UCaJpyVcj4zYtOVyOmA9y38gpGrWUOLrSyCh94vbFV4DuqY+Mhg1vYaQkhoBRSyGYifzyyCj8QUtqWqKCTAQamby8PNx444148cUXxTh+l8uFu+66C2lpaXj33Xfx29/+FitXrsT3338f9QZTPIimJU1gjQwgmJd0+tiVcQ9WvI8uBvFH1FJIEuKJDqwq6w/faLmIi0ZG6HNBSQyRRi35Ovcq3keGamS8CFsj8/rrr2PZsmXe2UNZFr///e/x6quvgmEY3HnnnTh48GBUG0rxJ5iPjI7ViTd5rP1kovVkTOk5gZx91eoj4xctF6EmUCqIkwgo6t8lX8SikWDCGtuq08hIBRnqIxO+IONwOHDkyBG/7UeOHIHTKQwOo9FIQ7HjQLA8MgzDxC0E29e0RAWZxBEw/FqlUUviuGN6Nu6kwh919pU/UlNgOMIrWfjVkudKqoWhGpkITEu/+tWvcNttt+H+++/HlClTAAA7d+7EX/7yF9x0000AgM2bN2Ps2LHRbSnFj2Dh14AQudTJdcbc4ZeobKlpKfGIZhLJ84ka88jwPC+OO1/TUo80MnTsyh5pbbdw+oss9katERaHRfH3AxVkvAlbkHnuuefQr18/PPnkk6ivrwcA9OvXD8uXL8fKlSsBAPPnz8fChQuj21KKH+Qpw9e0BMQvl0y0ivdReo5vKDygzsy+XoUee1iiIJCPDM0jI19EwRNsWBoZ8ju9Rg+Lw6KqhHjxqKknd8IWZDQaDR544AE88MADMJlMAID09HSv7xQVFUWndZQuCeYjA0hCsGNcpoCaluSDb0gyoE6NjFRY8ctfFKYQIr1majE7qBnxwYn1FI0MJ7OvgRUK6ir9fqDOvt6E7SPz73//W3ydnp7uJcTcfffd0WkVJSS6EmTilRRPVPFTjUzCIZNzIB8ZNfWHdBLvaf4iqUaRJnOUP14atDAqnks1MtL3SkUqvKgttUIkhC3I/O///i++/PJLv+3Lly/Hv/71r6g0ihIawcKvASBJF5+keL4lCsKZXCjRhSzAgaKWlK5Kl+JVH6mHVdepj4yykPqBRVJrSZpjS8lQjYw3YQsyb7/9Nm644QavHDG///3v8d5779E6THGG2EYTqZGRqnoB9Yb7KoFAUUtqzOwrNQtEK48MjVpSBl4lCsLQNoqmJY3Baz9KhYZfexO2IHPZZZfh5ZdfxhVXXIHdu3fjjjvuwIcffohNmzZh1KhRsWgjJQhdmpbi5OwbzLRE1fPxp6s8Mkp/ApVCxpw0l0ikvkBScxx19pU/gaKWwvKR0SjfR8bpcnrNr1QjE4GzLwDceOONaG1txYwZM5CTk4PNmzdj2LBh0W4bpRvk5Ozr92Ss4IlCqfQWHxnfMQd4nM17ErVEnH1JZW2K/AhUNDKczL5q0Mj4mompIBOiILNixYqA23NycjBx4kS8/PLL4rZnn302Oi2jdAsxLREHNinxMC25eJefXwbVyCSOQBoZNYZfk3MhZjPp63A1T4F8ZNR0rdSGdL4J56GJfEcNgoyvKYmGX4coyOzduzfg9mHDhsFkMomf02y+8YPneVFIIWYkKfHQyAQKg6WLQeIImNlXjYJMFxqZcJ2aA0YtUdOSbCF9Ly0aGZaPjFb5piVfYZ1qZEIUZGLlxLtlyxY89dRT2L17N2pra/HRRx/hyiuvFD/neR6PPPII/vGPf4imrFdeeQXDhw+PSXuUhMPlEJ9OAmlkUvQpAIAOriNmbZBOBr6p4uliEH98Ha+lr5U8cfvi65cFeM4zXI2Ml2mJOvvKHlEbx2p75iOjYMGempb8CdvZt62tDc3NzX7bm5ubxQR5odLZ2Yni4mK89NJLAT9/8sknsWbNGqxduxbbt29HSkoKFixYAKs1tg6sSsDmtImvyc0pJVWXCiDGgoxkMvAtUaDkiUKp9DaNDNHCAJGbliKtpkxJDFIhNhwNmq+PjJKd36lGxp+wnX2vv/56LF68GHfccYfX9vfeew+ffvopSktLQ97XokWLsGjRooCf8TyP559/Hg8++CB+9rOfAQDeeust9OvXDx9//DGuv/76gL+z2Wyw2TyLPBGuOI4Dxym3w0nbyd8Oq0dAYZyM32BOYgXTUrutPWbnbbN7rrPL6QLHcyCuMQ6HQ9HXuyt8+0IucA6hPQzPiG1jeEHLYHfYZdfeSLFxwrhjGdZzTmTcOcMbd3aH4F/AgOkVYzeWxOO+cDjdEWs8IzpnhzK2yeJPBF7Oqdz1wGL3dhewO/3PX65zVLiE2v6wBZnt27cHdOidNWsWHnjggXB3F5TKykrU1dVh7ty54raMjAxMmzYNW7duDSrIrF69GqtWrfLbvn79eiQnJ0etfYmirKwMANDiagEAaKENmKDwmP0YAKC6vjos4TIcOl2d4uuvv/waLMOivlOov3Xwp4MoPRGb48oF0hdyocJcAQA4ffI0SmuFa1/bWQsAOHToEEpPqqM/zjrOAgA4Kyf2wf69+wEAzW3NYY33n+w/AQDaWttgYwQBqXxfOdgjYSurKW5ieV80dDQAAPaX70cdVwcAOHio+7mGCDJnTp0BAFSfjd28GGvOOc95vW81tQY9F7nNUeFiNptD+l7YgozNZoPD4a+W4zgOFkv0HEvr6oRB2q9fP6/t/fr1Ez8LxH333ecVZWUymVBYWIj58+f71YRSEhwnTNrz5s2DTqfDKdMpPPP5M0jSJaGkpMTv+9l12fj3xn9Dl6YL+Hk0aLQ0YvVHq8GAweWXXQ4A+OHHH7D/1H6MGj0KJaNjc9xE49sXcqF8RzlwHBg1YhRKxgnXfue2nSg/WY5hI4ehZKw6+uNA4wG8sv4VpCanYt68eSgrK8PUyVPx5uY3kZKaEtZ411Xp8O/v/43srGyk6lJxrOYYzht/HkqGquNaxZN43Bf/LfsvcA6YPGkyTFUmHDh9AKNGdT3XuHgXHvz3gwCAMSPG4LsD36FfXj+UzFRmH1e0VuDvpX8X3xuSDH5jXq5zVLiE6q4StiAzdepUvPrqq3jhhRe8tq9duxaTJk0Kd3dRx2AwwGDw9xnR6XSK7lACOQ8nI/gJGLXGgOeVYcwAAJg5c8zOm7ELql0NqxGPIZZLYKGK690VchtTTrjHhM4zJkiUhgsuWbW1JzAaYdxpNVrxnPQ6weHdwTvCOk+G9exLq9GK29RyrRJBLO8L4r9k0BrE/upurpGGKyfrBa28ou8HH2Uhx3NBz0Vuc1S4hNr2sAWZxx9/HHPnzsW+ffswZ84cAMCGDRuwc+dOrF+/PtzdBSUvLw8AUF9fj/z8fHF7fX09JkyYELXjKBXi7BsoYgmIT9QSmVSk+TzU6FyqFHz9AACPYKkmh0ByntKopWjmkaHOvvKFOO2GE7UkHfvE2VfJfezn7EtLFIQftTRjxgxs3boVhYWFeO+99/DZZ59h2LBh2L9/P2bOnBm1hg0ePBh5eXnYsGGDuM1kMmH79u2YPn161I6jVEgSpEARSwCQpksDAHRynTELhQ6USZZEkqhp4VQKgYqI6lm912dqgCxc0jBzkt06XAGa3BvSqCWaOkC+SHMIhZq1WhquLEYtKbiIqu+9rKZ7O1IiKlEwYcIEvP322z0+eEdHB44fPy6+r6ysRHl5ObKyslBUVIRly5bh8ccfx/DhwzF48GA89NBDKCgo8Mo101shyfCCCTIpOkEj4+SdsDgsSNZF39GZ3EBSrZCYmEzB4Y1KJZBGRo2CpRh+LdUERphHRqqRoSUK5I80q3OoGhlpDiU11FoiYzxJmwSLw6KqeztSIhJkCFarFXa7d3rkcBxqd+3ahdmzZ4vviZPu0qVLsW7dOtxzzz3o7OzEb37zG7S2tuKiiy7CV199BaPRP5Ntb6M7jUySNgkaRgMn70QH1xETQcbu8q++TQWZxEGuuVQjI5qWVKR+FjUyAUxLPam1RE1L8kc0K7KakDP7kt+wDBux5k5OUEHGn7AFGbPZjHvuuQfvvfcempqa/D53OkMfILNmzepSjcswDB577DE89thj4TZT9VicQoQYceb0hWEYpOhSYLKb0MF1IBe5UW8DWRypICMPyIQmTRRH+kZNk510MSOQ1+Gep5dGhmb2lT1S/6hQay1JtTiRau7kBGl7sjYZzWiGi3fB6XJ63Q+9jbB9ZO6++25s3LgRr7zyCgwGA1577TWsWrUKBQUFeOutt2LRRkoASA2lZG1wTUuaXvCT6bDHxuE3oGkpQqdLSs8RNTISwZK8JtozNRBQIxOhAO1y+ddaooKMfCF9r2N1IfcXmaekWhw1aGSkWnY1PahEQtgamc8++wxvvfUWZs2ahVtuuQUzZ87EsGHDMHDgQLz99ttYsmRJLNpJ8cHMCYmCSHHIQBA/mVhFLnWlAaCCTPzpUiOjItOS6AvEBoiWC9P3IVDUEnX2lS9SZ1/RFNiNT5N0vKhBY0zuc+ncz7k4GNF7XS7C1sg0NzdjyJAhAAR/GFJ36aKLLsKWLVui2zpKUESNTBe+L2K9pRhpZIifTkDTkoKjApRKbwm/FsedpufjTlpriTr7yh9prSVRkHGFJsjoWF3EvlRygtzLRq3Rb1tvJWxBZsiQIaisrAQAjBo1Cu+99x4AQVOTmZkZ1cZRgmN2dK+RSdULgkwn1xn0Oz0hULivGp54lEqg/lCjjwwxk5HQcsAjvLl4V1imIZpHRllI/aPCzSOjY3WqcH73Eszc8y0R7nsrYQsyt9xyC/bt2wcAuPfee/HSSy/BaDRi+fLluPvuu6PeQEpgiGmpKx8ZopFpt7fHpA2ij4xkQSEqfjUtnEohkGlJjXlkunIyB8IzL0nzyBBnSSWH5qodL8fdEH1kpJpjNQj20qSAajifaBC2j8zy5cvF13PnzsWRI0ewe/duDBs2DOPHj49q4yjBIaalLjUyujhpZGjUkiwI6OyrgidQX7rKX0Q+l2qluoIsjAzDiAsjNYvKFzGHUASZfXUanSryKknvcx2rgwXyCMGu76xHuiG9yzUpVvQojwwADBw4EAMHDoxGWyhhEJKPjNu01M7FSCPjDG5aok+18ae3OF+TJ2ypICONYArH/0HqIyPmGKFjV7ZIfWTCjVrSs3pVaDDIvOulkUnwg8qHFR/i0R8fxdT8qXht/mtxP35YpqX29nbs3r0bHR2C8+iePXtw00034Re/+EVUMv1SQickH5kEaGTEhZM+1cadrvpDTeHXXWkCpZ+HgrgwSkJz1ST0qY2AUUshJsRTm2lJ6vOT6DH71k9vgQeP7bXbE3L8kDUyW7ZsweWXX46Ojg706dMH//73v/Hzn/8c/fv3h0ajwYcffgiz2Yzbb789lu2luOm0C8IJCbEOhKiRiaOPDDUtJY5AYclyeWKLJoGi5ViGhZbVwuFyhOX4KI30EpOlUSFcljhdTvAQfJqk/dWdBk4a5aYGDaX0PpeLDxzLhu1uG93jh/rFBx98EL/4xS9QXV2NZcuW4brrrsOdd96Jw4cP4+DBg1i1ahVeeumlWLaVIqHN3gYAyNBnBP1OzDUyXZiWlDxRKJUufWQU/ATqixi15FP5nZTrCEdoC+Q/QU1L8kQqsISjkVFr1JKWkY+zLysRJRIRQRWyILN//37cfffd6N+/P1auXAmTyYTrrrtO/Pz666/HiRMnYtJIij8mmwkAkGEILsiICfFilUeG1lqSFV1FLdmctoS0KRYE0sgAkZ2rV7I0mpVa1kj7RctqQ87SG8zZV6mJD6X3uVwEMyJUArFLwNrl8UP9oslkQlZWFgBAr9cjOTkZaWlp4udpaWkwm83RbyHFD57nPRqZLgQZsURBHDP70sUgMfA8Ly7gRo0nURZJmqUmQYaMLV+NDHlvc4V+rtJQblEjo+BkaWpG2i/S6tfdJcQLFH7Ng1dsP0ud3eXiA2d1WsXXsXpw7oqQBRmGYcSiaoHeU+KHxWERJ/N0ffBq47HWyJBFIFAYbKJVnb0Nh8shqtilhUTVKMiIEzkb2LQUlo+MJCdHpIUnKfFBavILp0SBl2lJosVTaj/LMS8OyWsGxC5KtitCdvbleR5z5syBViv8xGw2Y/HixdDrhcnE4aBP4PGizSZoY3SsrsuopTRdbDUyZHGkJQoSj1RQIQu69LXFYQHP86p4+BBNmj65YohAHYmzr7QIoVKf1NUOmVMYMGFlYpY+cPkKMkmIf86TniLNoyQXZ34SRQskRiMTsiDzyCOPeL3/2c9+5veda665puctonSL1KzU1cKUohc0MmaHOSZl3gOZMqiPTGKQqnalmgqpoGtz2rzqsyiVQJl9AYlpKQztk/RpnTr7yhvffhe1v90s4lJfPq8wfYU6/EoFGa0m8Rpwnudh4Szie6l2Jl5ELMhQEofo6NtFxBLgiVoCgE5HZ5dmqEgQBRktFWQSDekLg8bgJdxKtTNWh1UVgkx3UUsRhV9TZ1/Z49vvYn934x8iFVYZhhHD9JXaz1LTqhxMS5yL89LAS7Uz8SKxwd+UiAjF0RcQbnjydE7yzkQTq0PQAkgXS3K83l7ELN5IBRkp0uyfUq2NkomqRiaAsy81i8oT34zOoc41vuNFDot/T5BeBznkkfHVwJCs8/GECjIKhPjIpBu617DEskxBII0MWUjV5FyqBGwOfzMfgWwjgqfSIQKZr3YpWs6+Sn1SVztE80IEzlB9onyj3BQvyEhMZXIIv/bVwFBBhhISRJDpzrQExDYpXiCNDImYoYJMfCHX29fcAngWfLVoZMSCqRpvR81ItIHSp3XR2Zf6yMgS0WmXDc+05CsAKV2QCeS83Ns1Mj0uGkmJP6GaloDYlikQn4yleUs0nnBftUTJKIFA2jGCKMioRCMjCjI6H0EmAtOSVCPDQBirNGpJnvhWPQ+1v30fuEJ1EpYrUl8hOeSRUbxG5syZM90mI6JEn1ZrK4AQBZkYamQCmpbcGhkX76Iq+jgSikYmEU54sYAsTL6pByIxa3qFX1PTkqzx85EJ0bRExgMZL6FqcuRKQGdfalqKnDFjxuDUqVNRagolVJqtzQCAbGN2t98lgkxMNDIBTEtS7YxaTBlKIFAoPIFM4ImYYGIBOQ/fc43kPMkCIE15T5195YlvaYpQTYm+jvDkYUupGkppHiU5FMGUg2mpR4JMrGtVPProo2IGYfJ/1KhRMT2mEmiyNAEAspNCEGT0MfSRCeB0qWN1ooqe+snEj0BCJYEkRoxV8dB4wvO8x7Tko5ERM1mHkQBSalqieWTkjTSMGghds0LGiyjIsMr245P6CsmhKKzvvCLrPDKJYuzYsfjmm2/E9ySzcG+GaGSyjFndfpdM7rHQyJBIGeniyTAMjFojLA6LYp94lAiZPJJ1yX6fxbpURTzhXJzow+LrIyPWFgvjPKXOvkSAoaYleeKbR4Ys4qFqZMgDl9IDEgJm9k2gIOOrgVGcs+/9998vFpKMFVqtFnl5eTE9hpLgeT4sQSampqUAzr6AcINZHBbFThRKpNMhPBURoUVKLLVy8UY6SSZpkwCJ8iSSVAPU2Vc5+NZ2CzXc3jc1gTQgQYl45ZHRyCePjIbRwMk7lSfI3HfffdFqR1AqKipQUFAAo9GI6dOnY/Xq1SgqKgr6fZvNBpvNM0BNJiELLsdx4DhleqkDENtusppEASJdm97tOfU19gUA1HbURvX8nS7PgNUzeq99E9Vth61D0dc8GOSc5HRu7VZh8U7SJPm1K4kVNBcmm0lWbY4Ecp5aRgs4vfuCnGe7rT3k8ySLAuNiwLsEUznnVPZckShifV+QNPhaRguO48C4PIKnxWbxKj/g9Tv3PKWF8Duixei0dSqyn6VjluUF7xAbZ/M6l3jOUSTTfE5SDurMdTBz5qgdN9T9yNpOM23aNKxbtw4jR45EbW0tVq1ahZkzZ+LgwYNIS0sL+JvVq1dj1apVftvXr1+P5GR/tbvS+PSbTwEAOuiwaf2mbr9fw9UAAI7UHkFpaWnU2mHlPWaj7zZ8Bx3jybLqtAlPtN9+/y1OaU9F7Zhyo6ysLNFNEPnJ/BMAoPZ0LUobvPu5xiKMgUPHD6G0JnpjIBGcc54DAGh5rdd4LisrwzHuGACgpqkm5LHeYRbMUNt/3A4HBO2MqdMU1XultxGr+2KfdR8A4FzdOZSWlsLOezQxn3/5OfSMf8QeADSbBA32np170KxtRlOn4GNYfrAcyRXKWxNIlvat320Vx/zps6cDjtl4zFEHzQcBAFqbIE40tDRE7f4xm0Pzt5G1ILNo0SLx9fjx4zFt2jQMHDgQ7733Hm677baAv7nvvvuwYsUK8b3JZEJhYSHmz5+P9PTo1hqKJxzHoaysDGOnjAU2AjkpOSgpKen2d1WmKrz5+ZswsSYsWrQoanld6s31wMeCSv6Kkiu89ruudB2aWpswccpEXJB/QVSOJydIX8ybNw86na77H8SBHdt2ACeB8aPGo2Ss97hoPtyMTXs3IbsgGyUXdj9m5MzBxoPAeiAzORMlJSVefdG/tT/eKnsLrJEN6d4AgL+9/zeAA+ZcMgcWhwWvfv0q9EZ9yL+neIj1fdFwqAEoBwYNGISS6SVwuBx47N3HAACz584Omo5izUdrAAsw66JZGJM1Btu3bceBkwcwdMRQv3tF7jhdTjz47oMAgJK5JTBUG/DFzi+Q0y8HJRd7ziWecxSZe4blD8OZM2egTdJG7f4hFpXukLUg40tmZiZGjBiB48ePB/2OwWCAweAfuaHT6WSz6PQEk0Po2L5JfUM6n8LMQjBgYHFY0O5sDynSKRRsvGC+S9GlQK/3fhIifjl23q6Kax4MOY0pi1NQn6cZ0vzalJEkTPAdXIds2hspZpfwhJZhyPA6F51Oh8ykTACCv1Co50nMtGnGNDCcIIzbneoet7EmVveF0+0QZdAZhGNABy2jhYN3wME4gh7T5hLmKnJvEId4B4L/Rq5ITS1pSWkw6gR/Hwcf+FziMUeRuadfSj8Awj0VrWOGuh9FlSjo6OjAiRMnkJ+fn+imJIxzFkG1npUUmpO1XqMXB9iZjjNRawcJcZVW2Cak6MMPg6X0DOJwF8jZlziFEydxJUOc1kmEkhTi7Nth7wgpNYTT5RSdJI1ao+pKOagN4hsijZIMJXeQmJrAHa1Efq/EfpYmnzNoDLIIvyb3ZN8kwR9TUc6+ZrMZVVVVsNu9PcbHjx/f40YR/vSnP2Hx4sUYOHAgampq8Mgjj0Cj0eCGG26I2jGURpWpCgBQmFYY8m8GpA5AXWcdzrSfQXFOcVTaQSJgAkbJuIUbKsjEj64Ey5ykHAAeIVjJmOyCRjJd728mJsKNg3fA6rT65ZnxRRq1YtQaxbBrWl5DnpBFXNqvSboktHPtQRdPh8sRNLMviWZSEtKs1izDyiL8mqwFZJ6xOCxw8S6wTPz0JGELMufOncMtt9yCL7/8MuDnTmf0QhfPnDmDG264AU1NTcjJycFFF12Ebdu2IScnJ2rHUBpV7YIgMzBtYMi/GZA2ALvqd+FMe/Q0MmTwBlo4Y1kWgRKYFmsLAKCPsY/fZ8Sc2GxpjvsEE22IIBNII5OkTQIDBjx4dNg7uhVkpIufQWOAQysIMi7eBc7FBSz3QEkcpL+StR4HXfI6mCAjnYNIYshISlnIBSLIkBBykt04kYIMeYjKSfasy1aHNWBOq1gRtiCzbNkytLa2Yvv27Zg1axY++ugj1NfX4/HHH8czzzwT1ca9++67Ud2fGhAFmYwwBJnUAQCibFpyJx0LpJEhA5hqZOJHk1WIxAiUW4iUsnDwDrTZ2gIKO0qBqLHTDf4aGZZhkapLRTvXjnauHTno+oFHmgeJZVi/8hpUkJEXJPzaSyPjfh0smyyZg6RmGNEEqcD5SSzP4TaDiqalBNZaIlFUUv9Ls8Msb0Fm48aN+OSTTzB58mSwLIuBAwdi3rx5SE9Px+rVq3HZZZfFop0UCAtRdUc1AGBIxpCQfzcgzS3IRFEjQ/wtAi2KokbGTjUy8cDqsIpPnoF8p3QaHTINmWi1taLR0qhoQabV1goAyNAHjlBJ1QuCTChjT3y6dS8KWlYLlmHh4l2wOqwBzVdqppPrDPhgIhcCmpa68ZEhD1xSzTHp1zZbW0zaGUuI8E3OWw6mJSIQpuvSkaRNgsVhibufTNg65s7OTuTm5gIA+vTpg3PnBLv7uHHjsGfPnui2juJFk6sJLt6FNF2aaI8MBVGQiaJGhiwofQz+iyKZDEm2WUpsIWYlHasT1ee+EEe8Rktj3NoVC0idMXI+voST3ddXkGEYxpP1VYH+Ez3h5fKXccE7F+Dtw28nuilBEU1Lkid9UqYi2MJJNHhkXAAQw7SJmVJJ+GpkiNYwUWYyp8spCpgp+pSEFaj9/+3deXhTVf748XfWNt1J99KWFspO2RfZHVYRUZQRHRFRR0fnwRFwpoqjDsJ3AFcGRQVxXHAE0fE3goggiw6LIiAUpCxlKwVb2tKFNm26pMn9/ZG5l6Z7S9ok9Lyeh+ehyb03p71J7uee8zmf0+RApmvXrqSmpgLQp08f3n33XTIyMli1alWbnk3UGnKsOQDEB8U3KRFRHlrKLslusJx3Y8k9MkHeQTWek/MX5IqPQsuqumRFXe+LGyWQkdtfVxmBIK8goHEztGpbRVu+QMhTStuKlUdXAvBZ6mcubknd5OGjqj0yco5M1dk8VdWWBC/3yHji95P8e8rvWeWm0UX5iFX/7n46P5cFMk0eWpozZw6XL18GYMGCBdxyyy2sXbsWvV7PRx995Oz2CVXIgUynwE5N2s/obVS6/DKLM4kLjLvutsg9MrXlZMi9NPI2QsuqLz9GdqMEMvLvKuf9VBfpa7+Zulx8ucFjVZ/NArTJHpmq+SVphWlYbVY0ao0LW1S72pJ9GxxakgMZfS1DSxWeN7QkD5nKN4uunlghv65OrUOv0XtOIHP//fcr/x8wYADp6emcOnWK2NhYQkJq7+4VnOOKzT6M15T8GLB3mccFxHEy/yRnr551SiCTX/q/Hpn/3QFXJedg3Ah1SzyBPNxSX20heUZBVklWq7SpJdgkW4M9Mu392gOQUZzR4PHk4aeqgYxca8QTa4w0V/XgNq8sjzCfMBe1pm7yxbHq+WpoZXc5D6ZqvpOcKF5cUexxs/iqB2by719uLcditSjJv61FGbr7X0ClzCKzuPnQ0qJFixzWP/Dx8aF///74+vqyaNEipzZOcCSvM9MxqGmBDEDPkJ4A/JL7i1PakmO29w7JxfaqkgMZOXdDaFlywFhXLwVcG15szAXeXeWX5VNpq0StUjtM9awqyi8KgMslDffIyEMLVYNxuUfGFUW9XKV6faHskmwXtaR+8kW8ao6M8l1TXvt3jVKWoEoun5woLiEpF2JPoZQf+F8uXNXkbFf0ylSvJ6bMIqtjqK+lNDmQWbhwIcXFNaNfs9lc62KNgnNYbBZybfY7p6b2yAD0DrEXKkzJTbnutlTaKskts7cl3KfuQMZcafbIWg2epmqOTF1aYuZaa8ssti9+GWoIVWZrVCf3yMjb1kce+qya5yV32dd1h38jumJ2DGSyzO7Xa2exWZSLeNX3uRy8yz3E1dVWX0mn0SkXXE/Lk5Hfl/L7VKvWKr+LK6aTV6/r5DHJvnVVvDx69ChGY+PK5gtNd7rgNFasBOgDlLvOpugV0guA47nHr7vmQG5pLjbJhlalrfXi6a/zVy401b8kBee7ZLJPyY/wjahzmxg/eyXoX4t/bVT5fnck97LIeTC1kZ/LLM7EJtnqPZ487FB1Krc8o8UT8yeayxN6ZK6WXQXstYKqLg7Z0PIbck9N9e8pJeHXw2Yu1Zbz48qEX+Um6n/D2g3NImspjQ5k2rVrh9FonxXRpUsXjEaj8i8wMJDx48czffr0lmxrm3Yw+yAAfUL6NGtMt2NgR8IMYZgrzey4uOO62iJfOMN9w2tti0qlalKugnB90grTgPp76iL8IlCr1JRbyz024VdenqO9f/s6t5HfkxW2igZ/T6UmTZULoyfPaGmu6jcbckK1O1HqVnm1c/jOaSiQqau3Us6T8bSAtbbK1nJ+iiuGyaoPazdUabmlNDrZd/ny5UiSxMMPP8zChQsJDLz24dfr9cTFxTF06NAWaaQA31/6HoAR7Uc0a3+NWsMdCXfw3rH32J6+nUnxk5rdltMFpwHo3K5zndtE+0dzoegCl0yXGBI5pNmvJdSvrLJMCSw7BdU9m02n1hHpG0lGcQYZxRl15pi4s/OF54H6AzadWkdcQBznC89zKv9UvUmrSo9M1UDGQy9w1yOn1J7vFqAPoKiiyC0DXWVmXrWEdrmeVo45p9bRAjlIq54cLvfCeVrAKre3ar0opRfRBQX+5CE9OVCUe4daO6hqdCAza9YsAOLj4xk2bJjHLX/uybJKsjiWdwyAm9vf3OzjjIkdw3vH3uOHjB+osFY0uwT7mYIzAHRp16XObeRFLT05J8MTnCk4g1WyYvQ2NlgkMdo/moziDC4UXaBvWN/WaaATNabnCaBncE/OF57neO5xRkWPqnM7OWG96t9NvsB5YtXX5pIv9t2N3dmftd8tAxlltlq1hPYIX3tPY5m1jLyyPIdCiTbJpgxHVh+O99TqvkoPSJXATA4iXNGTVr3Hy1UzVps8RjF69GgliCkrK6OoqMjhn+B8byW/BUCcJu667qR7BPcgxBCCudLMz1k/N/s4co9M13Zd69xGniUj9xYILeNk/knAfhFqqEhi5yB7D5ociHoSSZIaH8j8b4be8bzj9W4nT0Wvmlsk3922pRpI8t9B/rvJ0/ndiVwXqHp+lE6jUyYcVL9pyivNw2KzoFapa/TMyYGAPGnBU8j5TFUDNvl3cUUgIyeGy9clOaBp7c9PkwMZs9nME088QVhYGL6+vrRr187hn+Bc2SXZfHXuKwAmGiZe17HUKjWjo0cD14aqmspqs3L26lmgkT0yTlwWQahJDmS6Gbs1uK18vn7O/tnjEn6zzdmYK81oVVpiAmLq3bZnsP2CnJKbUufvWVZZpiSCVg1k5Aue3Ftzo5MkiWyzPblXnhBQPfnXHdSX6B3rHwtc67GTXSi6AECET0SNWW5NKZzoLswWs5LQW7UXUckTqmPmVkuSb1Tl73t5mntrl95ociCTlJTEd999x8qVK/Hy8uKf//wnCxcuJCoqio8//rgl2thmlVaWsiJ5BRISvYJ7EaOt/wu8MW6OuRmAXb/uatbF7NfiXymtLMVb4628eWsTG3Dty8WVC5rd6I7n2nsdugU3HMiMjB6JXq3nRN6JBnsr3M0vV+z1j+IC4+qcei3rZuyGRqUhryxPuUhXJ0/P9tH6OBRLk4MaTy4c2BRXy68qJRJ6BPcA7MMCVpvVlc2qQT5ftc3Mk4P4E3knHB4/mPW/CRKhfWrso5xnN5xqXhe5p8xb4+1QP0Yebqvrvd5SKqwVygw3uQfeY4aWNm3axDvvvMO0adPQarWMHDmS559/niVLlrB2rfsuOOaJnt79NBvPbQRgemfnzAgbEjkEb403l0suK0NETZGab19nKyEood4y5vGB8QR5BVFaWeqU2jVCTbmluUqPzMDwgQ1uH2IIYUzsGAC2XdjWom1zth8zfwRgcMTgBrf11nqTEJQAQHJOcq3bVE0crjokJ1/grpZfbRNF8eSAzehtJNwnHBUqbJKtzgJzrnLu6jnA/r1SnTwkdijnkMPjB7IOADAoclCNfeTznGHynFmVmSXXgrmq71m5QKr8N2q19hRnIiFh0BqUXqGqPZqtGQw3OZDJz8+nY0f7Hy4gIID8fHvkNWLECHbv3u3c1rVhaYVp/PfSf9GoNLw99m1u63ibU45r0Bq4KfImAB7Y8kCTE/v2Xd4HXOuGrotapVZmK/2U+VMzWio0ZM+vewD7UEpdq0FXNzrGPrQof8l7AovNwrZ0e+D1m9jfNGofOcn3kxOf1FpPRu6Rql4l21/nr8wIaQuJ6lXzhLRqrXJH7U4Jv1fLriozq+QAtaqhkUPRqDScKTijnDNThUnpxast+JVn+GUUZzisNeXO5FIWcmkLmTxkfMl0qVV/FzltINo/WgmsInwj8NJ4YbFZGlWU0lmaHMh07NiRtDT7WGS3bt34/PPPAXtPTVBQkFMb15YdyTkC2LtF65t50RwzeswA7JV3n979dKP3q7RV8m3at0DjLihywLT7VxHgtgS5l6Ip749B4fa70xN5Jzxm+ORU3ilMFSYC9AFK+xtyb7d78dH68EvuL/znzH8cnrParGw4uwG49h6VqVQq5a6/es7FjUgejojwsfdQyImz7vTekG+e4gPjHQrByYK8g+gf3h+AT05+giRJbL2wFYvNQqfATkoOTVVGbyNGbyMSUrN6pl1BDtKqBzJGbyMhhhAkJCV/sTXbIw8rgf0GtkNABwDOFbZeD1GTA5mHHnqIo0ePAjB//nzefvttvL29mTdvHklJSU5vYFslj+/2C+vn9GPfFHkTzw15TnmdxDWJrDq6qsH9lh1ahsliwl/n36gLys0xN6NWqUnJS/GopDpPId9xyl/ijRHuG86giEFISMrF3N1tubAFsP+ejV2VOcwnjNl9ZwPw0oGX+CDlA6Wi9bHcY+SW5uKv8+eW+Ftq7CsHMq15UXAV+a5ZXjPNHQtZfn/RPjHhNzF13zzdmXAnAGtPruWNw2/w2sHXAJiaMLXO2XzycOyO9OsrENpaTuWfAmofXpN7ZVILUlutPfLnQw5cZHLO0rHcY63WliYHMvPmzePJJ58EYNy4cZw6dYp169aRnJzMnDlznN7Atsgm2fgh8wcAhrcf3iKvcU/Xexy6XN8+8nadd2GSJPFBygf868S/AJg7YG6jVlkNMYTQw2hPIKwrV0FonoziDDJLMlGr1PQKrn+Yrzr5S3/D2Q0NlvF3tdT8VD458QkAd3e5u0n73tf9PoZEDqHcWs4/Dv2D323+HU9+9yQzt8wE7IF2bYnD8rDp4ezD19l695eSZ89fk0spyIGMuwyrVVgr2JNhH0KtL5CZ0mkKD/V6CID3U97HXGlGo9JwW6e6h+Rv7XgrAFvStrhdcnN1VpuVo1fsHQi1JS/LM/UOXj7Yam2Scx/lHCWZXKNKbm9ruO71yzt06MBdd91F7969ndEeAXu3f35ZPr463xYrXKZSqXh/4vssGbFEeWz8F+OVIa2qvr3wLf849A8A+ob2bdIFRW7/kSs1jys032epnwHQP6x/rd3t9RnXYRx+Oj8yijN4+cDLbvslbrVZefeXd5GQGBU9ipHtRzZpf61ay4oxK/hD7z+gVqlJLUhVyg4YtAYe6f1IrfvJuV0Hsg6wL3Pf9f0SbqzSVqlcjHqH2r+/5dmG8tRlV9uXuY9iSzFhhjCljXV5st+TPJr4KN2N3QnyCuJ33X5Xb+7YyPYj8df7k1OaoywB464OZR+iqKKIAH1ArTMU5eHlvZl7W2WWqKnCpPQQyQsSy/qG9gXg2JVjVNoqW7wt0MRAxmaz8cEHH3DbbbfRq1cvEhMTuf322/n44489ri6FO5OTOIdFDWtwqun1mtJpChvu2IAKe/frzC0zWXdyHSWWEiRJ4v1j75O0+9qQ4dKRSxssvFaVfPdQW4AkNM+Gsxv4MOVDAO7vcX+T9zdoDcwbMA+AdafWseDHBW75+f3w+IdsT98OwIzuM5r0vpMZtAb+1O9PLBy2UFmTplNgJ1aPX11nYb34wHh+2+W3SEg8u+dZt0p8daZzV89RWlmKn85PSX6VhyhO57tH3oic5D2uw7gG15jTqrU82f9JPp/yOXvu3cMzg5+pd3u9Rs8tcfahxTcOveG2AT3Ap6c+BWB8h/G1XhMSQxJp59UOU4WpVb5rd6TvwCpZifWPrVE1uVNQJ/z1/pgrza12I9DoQEaSJG6//XYeeeQRMjIySExMpGfPnqSnp/Pggw9y5513tmQ724zc0lz+ffrfAE2+A22uTkGd+PCWD5Wflx5Yyk3rbqL3x71Zfng5YK94uvPunUT7R9dxlNr1C+uHChUn80+y8uhKZza7TTJbzLz2s338/86EOxkbO7ZZx5nedTqPJj4KwMZzG/n+0vdkl2S7zVDToexDvHH4DQCeG/Icw6KGXdfxpiZMZd99+zg26xgbpm5osKfz6UFPkxCUQF5ZHrd9eRvHrrTeeH9rkbv+e4X0UoKELu26oFapySnNcWmejMVq4e8//V0pBjohbkKLvM7jfR7HX+dPSl4KSw8sdaskZ9nZgrPKQr/3d6/9xkWj1jAy2n69eP/Y+0ptoJZgsVp495d3Abir8101nler1ExNmArAywdfbpWZVI0OZD766CN2797Nzp07SU5O5tNPP2X9+vUcPXqUHTt28N1334mCeNfJYrPw2PbHuFJ6hY6BHWtNRGwpA8IHsOWuLdwcfXON5x7v8zhfTPmi3gX46hLuG86M7vZZUu8ceUf0zFyHSlsl8/fMp7C8kFj/WBYMXXBdx3uy/5NM7jgZgDnfz2HcF+N4bPtjTVrwrayyjM9TP+efx/7JgcvXN6W70lbJz1k/8+KPL/Lg1gcBe2L69K7OqaHUFAatgddvfh1vjTcllhLu++Y+Rq4fqVxYbwRVZ0bKfHQ+ygSDLWlbXNEsCssLuWfzPcrwaXu/9i0y6QHsSeFJg+w9zp+lfsaUL6ewNW1rjYDeFT2WkiTx1bmveHS7/YZjXOw4EtrVnH4ukz/LP2T+wKM7HsVkc/7CjZeKLjFzy0z7wrOGUO7rfl+t2z3W+zHCfcJJL0rnD9v/0OLBjEpq5BmaMGECY8aMYf78+bU+v2TJEnbt2sW3337r1AYCvP3227z66qtkZWXRp08fVqxYweDBDRfGAigqKiIwMJDCwkICAgIa3sFFyq3lzP1+Lnsz9uKv92ftrWsdstMtFgvffPMNt956a4sv2Gm2mNlxcQcZpgy6GLs0+65fJkkSj25/lP2X9xNmCOO5m55jVPQotOpGr1nqVlrzXMjOXz3PX/f+Val/smjYIu7sfP29oFklWUz7ahpFFY7rpPnqfInxj2HxiMVE+UbxQcoHTIybiL/en4ziDPqH9UetUjPvv/PYeXGnsl+4Tzh/G/q3Rk0Jzy7JZu2ptRzPPY6vzpc9v+6hUro2pu6r82XNLWvoaqx7Ta+WPhfv/fIebya/6fDYvV3v5dkhzzY41OHODmYd5I87/ki5tZzV41czNGqo8tyGsxt44YcXMHob2XLXFnx0Po065vWeC0mS2Ja+jb/s+gtgP//Tu0zn7q5311tF/HpJksRnqZ/x1pG3lEUkw3zCuDPhTry13my7sA2bZGP1hNVK4Tew33juy9xH37C+BOgDyC3NJdg7uFlDoLLC8kKO5BzhcM5hfsz8UclDiQuIY+W4lQ32iO9I38GCHxcon2c/nR83Rd7EtC7TGNF+RKPbYZNsSJKEWqUmrTANq2Rl64WtrP5ltbLN80Oe555u99R5jAOXD/DItkeQsIcYr4x6hUnxk7DYLFTaKtGr9Q3OQmzs9bvRgUxERARbt26lb9++tT6fnJzMpEmTyMpybtfcZ599xgMPPMCqVasYMmQIy5cv59///jepqamEhTXcQ+DugYwkSSzZv4T1qeuVx+YNmMfDvR522M4VF09n2nphK0m7ruXajIoexZP9nqz3IuWuWutcSJLExnMb2XRuEz9n/4xNsqFT67i90+08N+S5Rs0ca4zc0lyO5x6n0lbJX3b/pc4EPa1aW+dzQyKGsD9rv/LzmJgxTOsyDVOFiZ8u/8TFoosEG4LJL8tnYtxE/t/p/1fnVNEwnzAe7vWw0pNXn9Y4F5W2Sl468JLSQwD2i6zVZqWbsRuP9XmMgeED8dZ6t8jrO1tyTjKPb38cc6WZEe1H8M7YdxwuvpW2Sm7fcDuXTJeI9Y9l8YjFjZp00NhzUVBWwNXyq8T6x7L/8n42nttIWmEaaYVplFnLlO2W/2b5dd9ENYXFauGNw2+w5sSaOrcJ9wnHS+NFsaXYoQx/uE842eZs5TMysv1IpnSaQpRfFD5aH/Zl7sNis3C64DQllhLMlWb+OvivmCwm3j7yNgVlBSSGJLLh7Aas0rVcHbVKzUM9H+KPff+Il8arUb/HhcILJO1K4lTBqVqfHx09mgVDF2DQGjBXmll/aj0GrYFQn1DKK8v55OQnSrJ3rH8sF00Xaxzjto63sWjYoga/g7Zd2Mafd/3Z4TFvjbdyngeGD+TWjrditVnp0q4LKpUKi9VCv/B+6NQ6Un5NITEm0XmBjF6vJz09ncjImot2AWRmZhIfH095uXPH5oYMGcKgQYN46y37CtA2m42YmBj+9Kc/1dk7VJW7BDI55hz2/LqHFckreGbwM2y7sE0Z96xqWudpzB88v8aXoqcHMpIk8Wbym3x9/muHceg1t6xpUh0Ud9AS50KSJA5kHSDcJ5z2/u3JKsnipQMvORQT7BPah0XDFtWoRutM566eY+PZjeSW5rLp/KZG7bNw2ELu6nwXF4suMu+/85pVYGxO/znEB8YzLGoYBq2h0fu19ufireS3lPyAqny0PgwIH0A3Yze6GLvw9bmvOZV/Cm+tNzO7zyTLnIVapaZPaB96hfTi2JVjdAzqyLErx0gMTcQm2Qj2DsZX54uE/U7YYrOQX5qP0WDkivkKF4ouMCh8UKMD2LLKMr698C2n8k8R6hOKGjU/Zf3EDxn20g49gnvw8aSPa71AfnvhW5J2JSltuafrPQyLGsbwqOFcNF0kvSidQK9ANCoNvUN7c7rgNOtOrMOWaeOpyU9xpfwKa46vIb88n0HhgzBXmtmbsZeyyjJleQhfna+yCGJ1K8etbFIPgjOdu3qOmVtmYqowEeUbRZY5yyW5Y6OjR/N4n8cbrKJem/KKcpZtXMYJ3xNOnTGaGJLIm2PebHQlcbAXRJ29c3aTXsdb483I6JFsPbWVk3886bxARqPRkJWVRWhoaK3PZ2dnExUVhdXqvMzviooKfHx8+OKLL5g6dary+KxZs7h69SobN26ssU95eblDMFVUVERMTAy5ublNCmQKygrIKc2hS1AX5W7FVGHi2/Rv6RPah7TCNL44+wWdgzqjVWsZGDaQMmsZfjo/vk3/lgtFF+gS1EVZlG1P5p56X29MzBj+1OdPNYoLySwWC9u3b2f8+PEeGchU9fHJj1mevByAIK8gJnaYSG5pLlq1lls63EI3YzcC9AFNuqC1JovFwqpvVhGYEEiYbxi9Q3oT6RuJTbJxLO8YPYw90Gv017a3WSgoK3DIMZIkiZ9zfua1Q69x5uqZOl9Lp9bxYI8HmdhhYp2zbFpKck4yrx56FV+dL6OjR/PxyY8pqyxjepfpnC44zZiYMQyPGu6wEq8kSRzNPcqyw8tIyUvBW+PN8KjhHMw+SFllGRW2Cvx0fiQEJfBQj4dICEogzBDW6EJ31bnic3G+8DyXTJfILMnknaPvUFJZ+8W4uXRqHd3adeNS8SWull+t8XyoIZQO/h1o592OAH0ApZWlHMo5RLY5Gy+NV6MSPfuG9uXFm16steqt7HTBad5LeY+dl3bWuc31CtAH0DO4J+E+4UT6ROKv92dy/GT89f4t9pqNYbFZUKFShr/PXT1HakEqBeUFZJZkYqowEekbScfAjmw4twG1Ss3t8bdztvAsOaU5FJYXklqQqlRODjWE0iu4F6WVpVgla43p3hE+EXQ3dqd/WH+mdJzisJBps9pf5XOh0Wo4lX+K80XneSP5DfLK8urcL8Yvhlj/WLy13vQP609xRTF+ej96BvekW7tuDt9rTZFbmssbyW9w5uoZhkcNJ60ojT0Ze7BKVvx0fhRbimvdz1pqdW4go1armTRpEl5etXdvlZeXs3XrVqcGMpmZmbRv354ff/yRoUOvjeE+/fTT7Nq1i/3799fY58UXX2ThwoU1Hr/nvXs4oTtBlMY+VSxeG0+sJhazZOay9TLnK89jVBuZYJjAWctZtpQ5JroFq4PJs9X9BmiOHroeeKu8MaqNjPIa5dFj7k11qfIS7xbXvLOtqpO2E2HqMCQkCmwFZFmz0Kv0SEgM8RpCnCYOg9pAqa2UCE0EZVIZBrUBq2TldOVpSm2lqFQqOms7Y8GCRbLwdenXmG1mwjRhRGuiybJlkW3NZpTXKApthXirvcmz5pFpzSRKE0WCLoFcay5plWm0U7cjVBPK5tLNlEqOCwpq0eKr8qVQKqS9pj2TDJPIseZwoPwAWbZrPVAD9QMJVYdysOIgubb6p/UaVAZm+s4kVlv3xaY12SQbEhIaVeOCjivWK/iofPBV+za8sQcrthVzzHKMYlsx+8v3U4a92zxAFUC8Np7L1suYJFON90xr66DpQLgmnP76/kRrGzf70CbZOFhxkK2lW7Fgr0+iQqXkPTSFN9701fdlkNcgdOgosBUQq41Fp/LsG7O6SJKESTKRY80hVhuLXqV3eO585XkkJOK0cWhVrZMvWGQr4ivzV8Rr4zlccZhsWza9db3prutOgjYBg7r1bh4lSVI6CWySjSu2K1glKybJRHplOjnWHDJKMtj32D7nBTIPPfRQoxr34YcfNrxRIzUnkKmrR6b7yu5oDM2766uPn84Pf70/l0tqluDXqrT46HyUxKupnabySK9HSC9Kx6A1KIWDGuNG6pGRrTiygu9//d5tim81lValdUhObY5AfSCFFYX46fyYljCNPyT+gfyyfPz1/mhUGnx1N3YQcL3c7XORVpjG8bzj3BJ3S41kdlOFicsll0krTCPIO4jPT3/OrB6zMFvMmCwmrpivcCjnEIUVhVwxX2Fqp6mMjh7N1gtb6WrsSseAjrx66FV+yrIvwjowbCBRflH4an3pHdqbIK8gyirLOJh9kILyAm6Nu5WhkUMpLC+kpLLEYU2cppIkiZzSHEorSwkzhGHQGjiZf5LzhefJK8tjfIfxGHVGNm/bjF9PPwx6AwPDBuKj88Em2SixlLi8l6UtacznwmKzUGGtcOvvmKKiIkJCQhoMZBodBjozQGmskJAQNBoN2dnZDo9nZ2cTERFR6z5eXl619hqF+4QzKmEUfjo/Np3b1OAy9R0COpBelO7wWJRvFM8OeZYTeSfw0ngxrfM0grztXx6fnvqUuIA4ABJD7cWJwD6/P7c0l3Ze7ZTu8w5BtQ8fNYZOp3OLL2xneGrQUzw16CklMjdVmEgvSqeoooi9GXsxaA18cuITzJXXpu6FGEKUAmU6ta5ZVSxn9pjJpnObuFp+lR7BPbhYdLHOrk2wjwt3bteZzec3U24tp39YfyJNkSyauoh8Sz4puSkcyz2G0dvIiuQVVFgrHO5YB0UM4vxV+xd+YkgigV6BGLQGJnecXGsyY4DB/ZLS3Z27fC66hHShS0iXWp8z6owYfY30DLOXdB8RUzMHZBazajzWNeRaQvx7E99rsA3j4sc5/Bymb3rZhNpE6x0DoT4RfegTcW3qtsViwaA2MDF+Yo1z4aVvXKKq4Fz1fS506PChcTPSXKWxn2m3nv+q1+sZMGAAO3fuVHJkbDYbO3fu5IknnmjSsb6840uCAoMASBqUxC9XfmFL2hbu634fV8xX6BfWjxJLCecLz9PV2LVGAlxheSEGrQG9Rs/NMTc7POet9VbW+ahNUxKj2iK5e9Ff768ktskF0B7v/Tj7s/aTEJRAuE84KpWK9KJ0rJKVuIA4TBUmPkj5gECvQN49+i5qlZou7brw2y6/ZVL8JH7M/JH9l/dzU+RNbE/fzi1xtzCs/TCeHuS46ndWSRZ6jZ5/nfgXHQM7KjMHJnSYoEw/nd13NheLLtLb2JstW7agUqmI8I0gwjeCcR3sF48HejyAhERZZRnmSrNy7i1WC1bJ6jEzWwRBEDyFWwcyAE899RSzZs1i4MCBDB48mOXLl1NSUtLooS5Z9fyT3qG9lbU75BoFfnq/OtfzCPQKbEbrheul0+hqzF6omhAd6BWolNt/oMcDqFA5JI6Oih6l1DSRK1/WJsLX3sM3p3/dC5+G+YQR5hOGxVJ3L5BKpUKFCh+dj0P9DZ1Ghw7X9xgIgiDcaNw+kLnnnnu4cuUKf/vb38jKyqJv375s3bqV8PBwVzdNcDOeWmBPEARBaD6P+OZ/4oknmjyUJAiCIAjCja/tzPcVBEEQBOGGIwIZQRAEQRA8lghkBEEQBEHwWCKQEQRBEATBY4lARhAEQRAEjyUCGUEQBEEQPJYIZARBEARB8FgikBEEQRAEwWOJQEYQBEEQBI8lAhlBEARBEDyWCGQEQRAEQfBYIpARBEEQBMFjecSikddDkiQAioqKXNyS62OxWDCbzRQVFaHT6VzdnDZNnAv3Ic6F+xDnwn3cKOdCvm7L1/G63PCBjMlkAiAmJsbFLREEQRAEoalMJhOBgYF1Pq+SGgp1PJzNZiMzMxN/f39UKpWrm9NsRUVFxMTEcOnSJQICAlzdnDZNnAv3Ic6F+xDnwn3cKOdCkiRMJhNRUVGo1XVnwtzwPTJqtZro6GhXN8NpAgICPPqNeSMR58J9iHPhPsS5cB83wrmorydGJpJ9BUEQBEHwWCKQEQRBEATBY4lAxkN4eXmxYMECvLy8XN2UNk+cC/chzoX7EOfCfbS1c3HDJ/sKgiAIgnDjEj0ygiAIgiB4LBHICIIgCILgsUQgIwiCIAiCxxKBjCAIgiAIHksEMh7kpZdeQqVSMXfuXFc3pU3KyMjg/vvvJzg4GIPBQGJiIj///LOrm9XmWK1WXnjhBeLj4zEYDHTq1In/+7//a3A9FsE5du/ezZQpU4iKikKlUrFhwwaH5yVJ4m9/+xuRkZEYDAbGjRvHmTNnXNPYG1x958JisfDMM8+QmJiIr68vUVFRPPDAA2RmZrquwS1EBDIe4uDBg7z77rv07t3b1U1pkwoKChg+fDg6nY4tW7Zw4sQJXn/9ddq1a+fqprU5L7/8MitXruStt97i5MmTvPzyy7zyyiusWLHC1U1rE0pKSujTpw9vv/12rc+/8sorvPnmm6xatYr9+/fj6+vLxIkTKSsra+WW3vjqOxdms5nDhw/zwgsvcPjwYf7zn/+QmprK7bff7oKWtjBJcHsmk0nq3LmztH37dmn06NHSnDlzXN2kNueZZ56RRowY4epmCJIkTZ48WXr44YcdHrvrrrukGTNmuKhFbRcgffnll8rPNptNioiIkF599VXlsatXr0peXl7Sp59+6oIWth3Vz0VtDhw4IAFSenp66zSqlYgeGQ8we/ZsJk+ezLhx41zdlDbrq6++YuDAgdx9992EhYXRr18/3nvvPVc3q00aNmwYO3fu5PTp0wAcPXqUvXv3MmnSJBe3TEhLSyMrK8vhuyowMJAhQ4awb98+F7ZMACgsLESlUhEUFOTqpjjVDb9opKdbv349hw8f5uDBg65uSpt2/vx5Vq5cyVNPPcVf//pXDh48yJNPPoler2fWrFmubl6bMn/+fIqKiujWrRsajQar1crixYuZMWOGq5vW5mVlZQEQHh7u8Hh4eLjynOAaZWVlPPPMM/zud7/z+IUkqxOBjBu7dOkSc+bMYfv27Xh7e7u6OW2azWZj4MCBLFmyBIB+/fqRkpLCqlWrRCDTyj7//HPWrl3LunXr6NmzJ0eOHGHu3LlERUWJcyEItbBYLEyfPh1Jkli5cqWrm+N0YmjJjR06dIicnBz69++PVqtFq9Wya9cu3nzzTbRaLVar1dVNbDMiIyPp0aOHw2Pdu3fn4sWLLmpR25WUlMT8+fO59957SUxMZObMmcybN4+lS5e6umltXkREBADZ2dkOj2dnZyvPCa1LDmLS09PZvn37DdcbAyKQcWtjx47l2LFjHDlyRPk3cOBAZsyYwZEjR9BoNK5uYpsxfPhwUlNTHR47ffo0HTp0cFGL2i6z2Yxa7fjVpdFosNlsLmqRIIuPjyciIoKdO3cqjxUVFbF//36GDh3qwpa1TXIQc+bMGXbs2EFwcLCrm9QixNCSG/P396dXr14Oj/n6+hIcHFzjcaFlzZs3j2HDhrFkyRKmT5/OgQMHWL16NatXr3Z109qcKVOmsHjxYmJjY+nZsyfJycksW7aMhx9+2NVNaxOKi4s5e/as8nNaWhpHjhzBaDQSGxvL3Llz+fvf/07nzp2Jj4/nhRdeICoqiqlTp7qu0Teo+s5FZGQkv/3tbzl8+DBff/01VqtVyVMyGo3o9XpXNdv5XD1tSmgaMf3adTZt2iT16tVL8vLykrp16yatXr3a1U1qk4qKiqQ5c+ZIsbGxkre3t9SxY0fpueeek8rLy13dtDbh+++/l4Aa/2bNmiVJkn0K9gsvvCCFh4dLXl5e0tixY6XU1FTXNvoGVd+5SEtLq/U5QPr+++9d3XSnUkmSKIcpCIIgCIJnEjkygiAIgiB4LBHICIIgCILgsUQgIwiCIAiCxxKBjCAIgiAIHksEMoIgCIIgeCwRyAiCIAiC4LFEICMIgiAIgscSgYwgCIIgCB5LBDKCIAiCIHgsEcgIgiAIguCxRCAjCIJLSJLEsmXLiI+Px8fHh6lTp1JYWFjrtnl5eYSFhXHhwoU6j3fzzTczd+5cp7fz3nvv5fXXX3f6cQVBcA4RyAiC4HRLly5l0KBB+Pv7ExYWxtSpU0lNTXXYJikpiZUrV7JmzRr27NnDoUOHePHFF2s93uLFi7njjjuIi4tr+cZX8/zzz7N48eI6gyxBEFxLBDKCIDjdrl27mD17Nj/99BPbt2/HYrEwYcIESkpKANi/fz/Lli3js88+Y9SoUQwYMIBHH32Ub775psaxzGYz77//Pr///e9b+9cAoFevXnTq1IlPPvnEJa8vCEL9RCAjCILTbd26lQcffJCePXvSp08fPvroIy5evMihQ4cAeO211xg7diz9+/dX9gkPDyc3N7fGsb755hu8vLy46aablMdKSkp44IEH8PPzIzIystahH5vNxtKlS4mPj8dgMNCnTx+++OILh21MJhMzZszA19eXyMhI/vGPf9Q6RDVlyhTWr19/PX8SQRBaiAhkBEFocfKwjNFopLy8nM2bN3PnnXc6bFNWVkZgYGCNfffs2cOAAQMcHktKSmLXrl1s3LiRbdu28d///pfDhw87bLN06VI+/vhjVq1axfHjx5k3bx73338/u3btUrZ56qmn+OGHH/jqq6/Yvn07e/bsqXEcgMGDB3PgwAHKy8ub/TcQBKFlaF3dAEEQbmw2m425c+cyfPhwevXqxb59+ygtLeXPf/4zTz/9tLKdxWLhN7/5TY3909PTiYqKUn4uLi7m/fff55NPPmHs2LEArFmzhujoaGWb8vJylixZwo4dOxg6dCgAHTt2ZO/evbz77ruMHj0ak8nEmjVrWLdunXKcDz/80OG1ZFFRUVRUVJCVlUWHDh2c84cRBMEpRCAjCEKLmj17NikpKezduxeA06dP4+vry5EjRxy2mzx5MsOHD6+xf2lpKd7e3srP586do6KigiFDhiiPGY1Gunbtqvx89uxZzGYz48ePdzhWRUUF/fr1A+D8+fNYLBYGDx6sPB8YGOhwHJnBYADs+TqCILgXEcgIgtBinnjiCb7++mt2796t9JgUFRUREhJCQkKCsl16ejpnzpxh2rRpNY4REhJCQUFBk163uLgYgM2bN9O+fXuH57y8vJr6a5Cfnw9AaGhok/cVBKFliRwZQRCcTpIknnjiCb788ku+++474uPjledCQkIoLCxEkiTlscWLF3PrrbfSo0ePGsfq168fJ06cUH7u1KkTOp2O/fv3K48VFBRw+vRp5ecePXrg5eXFxYsXSUhIcPgXExMD2IeadDodBw8eVPYrLCx0OI4sJSWF6OhoQkJCmvkXEQShpYgeGUEQnG727NmsW7eOjRs34u/vT1ZWFmAfuhkzZgxlZWW89NJL3Hvvvaxdu5ZNmzZx4MCBWo81ceJEnn32WQoKCmjXrh1+fn78/ve/JykpieDgYMLCwnjuuedQq6/dl/n7+/OXv/yFefPmYbPZGDFiBIWFhfzwww8EBAQwa9Ys/P39mTVrFklJSRiNRsLCwliwYAFqtRqVSuXQhj179jBhwoSW+4MJgtB8kiAIgpMBtf778MMPJUmSpPXr10sxMTGSwWCQJk+eLJ09e7be4w0ePFhatWqV8rPJZJLuv/9+ycfHRwoPD5deeeUVafTo0dKcOXOUbWw2m7R8+XKpa9eukk6nk0JDQ6WJEydKu3btUrYpKiqS7rvvPsnHx0eKiIiQli1bJg0ePFiaP3++sk1paakUGBgo7du3zzl/HEEQnEolSVX6dwVBENzQ5s2bSUpKIiUlxaHnxdlKSkpo3749r7/+ulKAb+XKlXz55Zds27atxV5XEITmE0NLgiC4vcmTJ3PmzBkyMjKUHBdnSE5O5tSpUwwePJjCwkIWLVoEwB133KFso9PpWLFihdNeUxAE5xI9MoIgtFnJyck88sgjpKamotfrGTBgAMuWLSMxMdHVTRMEoZFEICMIgiAIgscS068FQRAEQfBYIpARBEEQBMFjiUBGEARBEASPJQIZQRAEQRA8lghkBEEQBEHwWCKQEQRBEATBY4lARhAEQRAEjyUCGUEQBEEQPJYIZARBEARB8FgikBEEQRAEwWP9f9JMmri/7aDSAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mean_data_radial = np.sum(~bins_mask*cake_data, axis = 0) / np.sum(~bins_mask, axis = 0)\n", "peak_masks = [np.logical_and(tt_deg>=tt_range[0], tt_deg 0\n", "\n", "mean_data_nopeaks = mean_data_radial[~any_peak_mask]\n", "tt_nopeaks = tt_deg[~any_peak_mask]\n", "\n", "bg_fit_coeffs = np.polyfit(tt_nopeaks[200:900], mean_data_nopeaks[200:900], 2) \n", "bg = np.polyval(bg_fit_coeffs, tt_deg)\n", "\n", "fig = plt.figure()\n", "ax = plt.subplot(2,1,1)\n", "plt.plot(tt_deg, mean_data_radial)\n", "plt.plot(tt_deg, bg)\n", "plt.legend(['Data', 'Background'])\n", "plt.xlim(3, 13)\n", "plt.ylim(108, 133)\n", "plt.grid()\n", "\n", "ax = plt.subplot(2,1,2)\n", "plt.plot(tt_deg, (mean_data_radial- bg), color = 'C2')\n", "plt.ylabel('Data - Background')\n", "plt.xlim(3, 13)\n", "plt.ylim(-3, 22)\n", "plt.xlabel(r'$2\\theta\\,\\text{(deg)}$')\n", "plt.grid()\n", "fig.show()" ] }, { "cell_type": "markdown", "id": "7c56f62c-b564-4971-aab5-6c5f3c2927b1", "metadata": {}, "source": [ "(Notice the nice little ferrite peaks!)\n", "\n", "Now everything is finally ready to set up radial integration." ] }, { "cell_type": "code", "execution_count": 8, "id": "3e374770-02a8-479e-838e-9d6a4d5b3686", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "def process_one_frame(image_data):\n", "\n", " cake_data, _, _ = ai.integrate2d(image_data, **integration_args)\n", " cake_data = cake_data - bg[np.newaxis, :]\n", " output_data = []\n", " for peak_mask in peak_masks:\n", " this_peak_data = np.sum(cake_data[:, peak_mask], axis = -1)\n", " output_data.append(this_peak_data)\n", "\n", " return np.stack(output_data, axis = -1)\n", " \n", "integrated_data = process_one_frame(image_data)\n", "\n", "fig = plt.figure()\n", "for hkl_index, hkl in enumerate(hkl_list):\n", "\n", " if hkl_index <= 3:\n", " plt.plot(azim_deg, integrated_data[:, hkl_index] + hkl_index * 3e4)\n", " plt.text(150, hkl_index * 3e4 + 6e3, f'{hkl[0]}{hkl[1]}{hkl[2]}', color = f'C{hkl_index}')\n", " elif hkl_index > 3:\n", " plt.plot(azim_deg, integrated_data[:, hkl_index]*10 + hkl_index * 3e4)\n", " plt.text(100, hkl_index * 3e4 + 6e3, f'{hkl[0]}{hkl[1]}{hkl[2]} (times 10)', color = f'C{hkl_index}')\n", " \n", "plt.yticks( np.arange(len(hkl_list))*3e4, labels = [])\n", "plt.grid()\n", "plt.xlim(-180, 180)\n", "plt.ylim(-1e4, 2.3e5)\n", "plt.xlabel(r'$\\eta\\,\\text{(deg)}$')\n", "plt.show()\n" ] }, { "cell_type": "markdown", "id": "5fbd379b-06be-49d9-bc06-ac10ebe8e5cc", "metadata": {}, "source": [ "The parallel reflections (111 and 222, and 200 and 400) are strongly correlated but not identical because of the $\\Delta 2\\theta$ offset in direction." ] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:p20850-odftt]", "language": "python", "name": "conda-env-p20850-odftt-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.13" } }, "nbformat": 4, "nbformat_minor": 5 }