{ "cells": [ { "cell_type": "markdown", "id": "b342fc18-ac2f-4fb2-ae02-d7bc4cb12fa8", "metadata": {}, "source": [ "# Channel-radius convergence study for elastic scattering\n", "\n", "This notebook investigates how the chosen channel radius affects a realistic elastic-scattering calculation. It is most helpful once you are tuning solver settings and want a concrete convergence study to copy.\n" ] }, { "cell_type": "code", "execution_count": 1, "id": "38e6ed69-1acd-4a24-9ad4-1beb7be4769c", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "from IPython.display import Math, display\n", "from periodictable import elements" ] }, { "cell_type": "code", "execution_count": 2, "id": "edfb7c75-cb6f-4a40-b272-2046c81038c7", "metadata": {}, "outputs": [], "source": [ "from matplotlib import pyplot as plt" ] }, { "cell_type": "code", "execution_count": 3, "id": "08b94977-1a6c-4b0b-a14d-4e6485896117", "metadata": {}, "outputs": [], "source": [ "from tqdm import tqdm\n", "\n", "import jitr" ] }, { "cell_type": "markdown", "id": "e9650684-15b4-42d3-bbd7-9102360898af", "metadata": {}, "source": [ "## Set up the system" ] }, { "cell_type": "code", "execution_count": 4, "id": "1ab2056f-8d65-4bd6-9bc0-6e963df78615", "metadata": {}, "outputs": [], "source": [ "A, Z = (208, 82)" ] }, { "cell_type": "code", "execution_count": 5, "id": "97b4f1d1-cf76-407a-9c7f-c1ecf678d4ed", "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle ^{208} \\rm{Pb}$" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "name_core = str(elements[Z].symbol)\n", "display(Math(f\"^{{{A}}} \\\\rm{{{name_core}}}\"))" ] }, { "cell_type": "code", "execution_count": 6, "id": "da0c0c5e-0447-49ef-b5ad-80e3476bebdc", "metadata": {}, "outputs": [], "source": [ "neutron = (1, 0)\n", "proton = (1, 1)\n", "projectile = proton\n", "target = (A, Z)" ] }, { "cell_type": "markdown", "id": "2ffd28f8-dcc8-4611-9048-16294567e32c", "metadata": {}, "source": [ "## Grab samples" ] }, { "cell_type": "code", "execution_count": 7, "id": "a52e68e5-4102-446f-8b07-5459edbc7218", "metadata": {}, "outputs": [], "source": [ "# we have 416 samples from the KDUQ posterior\n", "kduq_omp_samples = jitr.optical_potentials.kduq.get_samples(projectile)" ] }, { "cell_type": "markdown", "id": "c684cce9-3eb4-4198-a885-a1000520cdb9", "metadata": {}, "source": [ "## Set up the solvers" ] }, { "cell_type": "code", "execution_count": 8, "id": "e1cab469-859c-4eaf-868b-23bde1896196", "metadata": {}, "outputs": [], "source": [ "lab_energy_grid = np.array([30, 60])" ] }, { "cell_type": "code", "execution_count": 9, "id": "7eb38942-fb07-4d9d-8acf-3e0ce4bd8b7b", "metadata": {}, "outputs": [], "source": [ "angles = np.linspace(0.01, np.pi, 120)" ] }, { "cell_type": "code", "execution_count": 10, "id": "233982e6-af08-4518-b9c8-5e4a16122d0f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34])" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "channel_radii = np.arange(10, 35, 2)\n", "channel_radii" ] }, { "cell_type": "code", "execution_count": 11, "id": "34e5d61b-bf31-4353-867b-fd91babc04f9", "metadata": {}, "outputs": [], "source": [ "reaction = jitr.reactions.Reaction(target=target, projectile=projectile, process=\"EL\")" ] }, { "cell_type": "code", "execution_count": 12, "id": "2252119f-5d0e-44c4-bcbc-adce1c344236", "metadata": {}, "outputs": [], "source": [ "def set_up_grid(core, lab_energy_grid):\n", " solvers = []\n", " for _i, Elab in enumerate(lab_energy_grid):\n", " kinematics = reaction.kinematics(Elab)\n", " solvers.append([])\n", " for channel_radius in channel_radii:\n", " N = jitr.utils.suggested_basis_size(channel_radius * kinematics.k)\n", " lmax = int(max(30, kinematics.k * channel_radius))\n", " print(\n", " f\"E={Elab:1.1f} MeV, \",\n", " f\"R={channel_radius:1.1f} fm, \",\n", " f\"{kinematics.k * channel_radius / (2 * np.pi):1.1f} λ's, \",\n", " f\"nodes: {N}, \",\n", " f\"max l: {lmax}\",\n", " )\n", " solvers[-1].append(\n", " jitr.xs.elastic.DifferentialWorkspace.build_from_system(\n", " reaction=reaction,\n", " kinematics=kinematics,\n", " angles=angles,\n", " channel_radius_fm=channel_radius,\n", " solver=jitr.rmatrix.Solver(N),\n", " lmax=lmax,\n", " smatrix_abs_tol=1e-6,\n", " )\n", " )\n", " return solvers" ] }, { "cell_type": "code", "execution_count": 13, "id": "8f3777be-61d4-4f80-b403-970e246cdb4a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "E=30.0 MeV, R=10.0 fm, 1.9 λ's, nodes: 20, max l: 30\n", "E=30.0 MeV, R=12.0 fm, 2.3 λ's, nodes: 25, max l: 30\n", "E=30.0 MeV, R=14.0 fm, 2.7 λ's, nodes: 30, max l: 30\n", "E=30.0 MeV, R=16.0 fm, 3.1 λ's, nodes: 35, max l: 30\n", "E=30.0 MeV, R=18.0 fm, 3.5 λ's, nodes: 35, max l: 30\n", "E=30.0 MeV, R=20.0 fm, 3.8 λ's, nodes: 40, max l: 30\n", "E=30.0 MeV, R=22.0 fm, 4.2 λ's, nodes: 45, max l: 30\n", "E=30.0 MeV, R=24.0 fm, 4.6 λ's, nodes: 50, max l: 30\n", "E=30.0 MeV, R=26.0 fm, 5.0 λ's, nodes: 50, max l: 31\n", "E=30.0 MeV, R=28.0 fm, 5.4 λ's, nodes: 55, max l: 33\n", "E=30.0 MeV, R=30.0 fm, 5.8 λ's, nodes: 60, max l: 36\n", "E=30.0 MeV, R=32.0 fm, 6.1 λ's, nodes: 65, max l: 38\n", "E=30.0 MeV, R=34.0 fm, 6.5 λ's, nodes: 70, max l: 41\n", "E=60.0 MeV, R=10.0 fm, 2.7 λ's, nodes: 30, max l: 30\n", "E=60.0 MeV, R=12.0 fm, 3.3 λ's, nodes: 35, max l: 30\n", "E=60.0 MeV, R=14.0 fm, 3.8 λ's, nodes: 40, max l: 30\n", "E=60.0 MeV, R=16.0 fm, 4.4 λ's, nodes: 45, max l: 30\n", "E=60.0 MeV, R=18.0 fm, 4.9 λ's, nodes: 50, max l: 30\n", "E=60.0 MeV, R=20.0 fm, 5.5 λ's, nodes: 55, max l: 34\n", "E=60.0 MeV, R=22.0 fm, 6.0 λ's, nodes: 65, max l: 37\n", "E=60.0 MeV, R=24.0 fm, 6.6 λ's, nodes: 70, max l: 41\n", "E=60.0 MeV, R=26.0 fm, 7.1 λ's, nodes: 75, max l: 44\n", "E=60.0 MeV, R=28.0 fm, 7.7 λ's, nodes: 80, max l: 48\n", "E=60.0 MeV, R=30.0 fm, 8.2 λ's, nodes: 85, max l: 51\n", "E=60.0 MeV, R=32.0 fm, 8.8 λ's, nodes: 90, max l: 54\n", "E=60.0 MeV, R=34.0 fm, 9.3 λ's, nodes: 95, max l: 58\n" ] } ], "source": [ "solvers = set_up_grid(target, lab_energy_grid)" ] }, { "cell_type": "markdown", "id": "d2a16a52-51cf-4897-845e-f07e7bef205f", "metadata": {}, "source": [ "## Run the calculations" ] }, { "cell_type": "code", "execution_count": 14, "id": "e0eb88bb-d5c4-4671-9a02-9af50fb1492b", "metadata": {}, "outputs": [], "source": [ "N = 100 # number of samples to draw from each posterior\n", "draws_kduq = np.random.choice(len(kduq_omp_samples), size=N)" ] }, { "cell_type": "code", "execution_count": 15, "id": "7447cd48-7623-4d4c-91e3-b58ea3a9e9d5", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|███████████████████████████████████████████████████████████████████████████████| 100/100 [01:34<00:00, 1.06it/s]\n" ] } ], "source": [ "xs = np.zeros((N, lab_energy_grid.size, channel_radii.size, angles.size))\n", "for i, sample in enumerate(tqdm(kduq_omp_samples[draws_kduq, :])):\n", " for j, _Ecm in enumerate(lab_energy_grid):\n", " for k, _channel_radius in enumerate(channel_radii):\n", " solver = solvers[j][k]\n", " rgrid = solver.radial_grid()\n", " central_params, spin_orbit_params, coulomb_params = (\n", " jitr.optical_potentials.kduq.calculate_params(\n", " projectile,\n", " target,\n", " solver.kinematics.Elab,\n", " *sample,\n", " )\n", " )\n", " x = solver.xs(\n", " jitr.optical_potentials.kduq.central(rgrid, *central_params),\n", " jitr.optical_potentials.kduq.spin_orbit(rgrid, *spin_orbit_params),\n", " jitr.optical_potentials.kduq.coulomb_charged_sphere(\n", " rgrid, *coulomb_params\n", " ),\n", " )\n", " if projectile == proton:\n", " x.dsdo /= solver.rutherford\n", " xs[i, j, k, :] = x.dsdo" ] }, { "cell_type": "code", "execution_count": 16, "id": "5ddf4f01-ac6c-4fca-98b4-77689f84ee34", "metadata": {}, "outputs": [], "source": [ "benchmark = xs[:, :, -1:, :]\n", "tests = xs[:, :, :-1, :]\n", "\n", "diff = np.median(tests - benchmark, axis=0)\n", "rel_diff = np.median((tests - benchmark) / benchmark, axis=0)\n", "log_abs_diff = np.median(np.log(np.abs(tests - benchmark)), axis=0)\n", "xs_median = np.median(xs, axis=0)" ] }, { "cell_type": "markdown", "id": "8112e71b-b707-478d-895e-c8b3edee9ffc", "metadata": {}, "source": [ "## Visualize the results" ] }, { "cell_type": "code", "execution_count": 17, "id": "9a4cb82d-e45f-427c-aa24-586a8fd954c1", "metadata": {}, "outputs": [], "source": [ "import matplotlib.cm as cm\n", "import matplotlib.colors as mcolors" ] }, { "cell_type": "code", "execution_count": 18, "id": "48cb8a64-00a5-4451-a4a5-6ce3371abdaa", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Plots for E = 60 MeV\n" ] } ], "source": [ "Eidx = 1\n", "print(f\"Plots for E = {lab_energy_grid[Eidx]} MeV\")" ] }, { "cell_type": "code", "execution_count": 19, "id": "7c88e257-bafd-4972-8b2b-983bc2495efb", "metadata": {}, "outputs": [ { "data": { "image/png": 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G94c8/GQNx4GN64qsWlk4cQ8shBDihFFKoTqsYen0/YuBZGCOA10IUI6DNRbiiIJnaISTxwlsfa7O4GHYewh+/FPJwgghxElrfBp1J8dJMEpg6X/CBUAHPrguNjPYJKbgmqMGOj7zQhOLIrPw3M6Qwf3hCXpaIYQQYuGTAOY4cIoBynExqcXGCYGbUqu/mIGp1VMGhzIyp0BQKdOM4KFHh0/cAwshhDhhxnchdXosdRLAHAe6EKBcF2sMNo4JnJThsRczMDt2N2jEDp7nUC77NGPFnn2ShRFCiJOS0t05lril/wkXAKcQoLy8YNc2QwJSRo9YQnr6+QaZcigEGsdRFEoBxljJwgghhBDTkF1Ix4FyHHRQABRpGOPplHqUfy/LLNt2RECB5cs8jAGv6tOshezdH2KtPSmqyYUQQrRolR+dXmOJkwDmOHHK+TwkE0a4NiJK8x+uA4cihhsapRX9vQ7NyBKFmkYE5QLEsSEIpOGdEEKcLJTSqA6XgDp9/2Kw9D/hAuFUyqDARCmuSYhSy1PPjrF9V4MwdQh8zdqVLuWiJjWaOMkDnCgxs1xZCCGEOPlIBuY4cStlFAoTJbg2Bkfx/QcO0YjAqiLlkkOx5MEwJFlCYiDNLHFkoHKin14IIcRxI0tIbZEA5jjJl5AUWZwQmIRlvQF2uM5wU2MVrFgekBlFah18T6Mdh2acEsWSgRFCiJOJ0hrV4SyjTt+/GCz9T7hAONWefAkpTHHSmFLJ4erXryKxHuWyT7XHAwW+qygVFFprmhESwAghxMlGqe4cS5xkYI4Tt6cCSmGSDJ3FWGX4fw/E9C4rYV2f5b15oa7vQaHogHZohHkRrxBCCCEmkwDmOHF6eoBWAJOG6MBysOaA41Ipalb2KQIPRmqK2M2bECUphFE667WFEEIsIVrl84w6vcYSJwHMceJWyqDHA5iEyjLLwECZvopiea/izLWwfyTPwICa6KLYaEoGRgghTirdWAI6CZaQFlQNzK233sqmTZsoFApceumlPPDAAzOe/4lPfIKzzjqLYrHIhg0b+NCHPkQYLsz2+/kSksYmKSqNKbmGl63XnLNRs3mTohgoCj74nsKQV6BboBlKACOEEEK81ILJwHzuc5/jpptu4vbbb+fSSy/lE5/4BFdffTVbt25lYGDgqPPvuOMO/v2///d8+tOf5jWveQ1PP/00733ve1FK8fGPf/wEfIKZOZUKSmtslqCTiGXlDK8M61dA0c8j5YIPjgatFa5WgKYhAYwQQpxUZBdSexbMJ/z4xz/O+973Pq6//nrOPfdcbr/9dkqlEp/+9KenPP8HP/gBl112Gb/0S7/Epk2buOqqq3jnO985Y9YmiiJGR0cnHcdL3shOY1KLSiJ8x5Bllu0HoBZarLUUvNa5DriuwipNM8yO2zMKIYRYAGSYY1sWxCeM45gHH3yQK6+8cuI1rTVXXnkl991335Tvec1rXsODDz44EbA899xzfO1rX+PNb37ztPe55ZZb6O3tnTg2bNjQ3Q8yA7cYoBwHmxlsElNyMwIPMmPZfsDy1B7Ye9hijMV3Fa6jWwGMZGCEEEKIl1oQS0gHDx4kyzJWrVo16fVVq1bx1FNPTfmeX/qlX+LgwYO89rWvxVpLmqa8//3v5z/8h/8w7X1uvvlmbrrppomvR0dHj1sQo4sFlOuSZQbbDFEmpbdkSDKXsWYeyNQjSAx4rsLx8gAmkl1IQghxclFd6MQrRbwL1z333MPHPvYx/vIv/5Kf/OQn/NM//RNf/epX+aM/+qNp3xMEAdVqddJxvDiFANx8jcg2Q7ApUWJY0wdnrYXTVymUUmid70RyXAUowliWkIQQ4mQyPsyx02OpWxAZmBUrVuA4Dvv27Zv0+r59+1i9evWU7/n93/993vWud/Frv/ZrALziFa+gXq/z67/+6/zH//gf0QusgEk5Dk4QkKJImyGOTUmMpREZKkWHgg+eY3E1GA2Oo7FKEcWWLLM4ztKPpoUQQoh2LYjf8r7vc9FFF3HXXXdNvGaM4a677mLLli1TvqfRaBwVpDhO3s3WWnvsHrYDulQAwIQxrk3BGurRizUuvguu0zpXKxSQGRknIIQQJ5XxYY6dHkvcgsjAANx000285z3v4eKLL+aSSy7hE5/4BPV6neuvvx6Ad7/73axbt45bbrkFgGuvvZaPf/zjXHjhhVx66aU8++yz/P7v/z7XXnvtRCCz0DilEgowjQiXDGxGlDgkmcVz1EQAY21rG51SZFYRx4ZScWF+JiGEEF3WjV1EsoR0/Lz97W/nwIEDfOQjH2FwcJALLriAO++8c6Kwd8eOHZMyLh/+8IdRSvHhD3+Y3bt3s3LlSq699lr++I//+ER9hFk55VI+0DGKUSbF04YUaIQZvWV3IoAxFrST18MYA1GcAd6JfnwhhBDHg3TibcuCCWAAbrzxRm688cYpv3fPPfdM+tp1XT760Y/y0Y9+9Dg8WXc4PRVAkYUJpAmuykisZayZ4Xsa31U4rRjNUaAdTWaULCEJIYQQL7GgApilzq1UAMjiFG0SXG0JsMRGcXAkoRg4YBVaKZw0wrUpRgIYIYQ4uWjdhWGOsoQkuijvxqswUYJKEwD6yopG4lALMxphSpY56Cii9JU7WF132XvRG4klgBFCiJOH1MC0Zel/wgXEqfYACpOkqCyFLCFNU/p7XPp7XFAKi0E9/SROHOLXhrBxKhkYIYQQ4iUkA3MceT09oCCLM1SWQZoHMNZaKgWHkXqGJsM89XirhkuhogZR1HuiH10IIcTx0o1t0LKNWnST01slz8BkqDRGmQRjDMYYHMfBcxR2924YHUarvDOvCkOiSLrxCiHESUOpLiwhLf0ARpaQjiO3pwJaYZN8oKPOUmjNcQLwXUX6+BP5z50GpRVO3JSBjkIIIcRLSAbmOHJ7ekBpTJJBEqEVZCYjiiJMlhEP10i2bUNZUMtWoA7vx4kkgBFCiJOK9IFpiwQwx5FTKaOUxmQJNo7QSkEWk6YuaZLQuOf/4dQOojecA5UNqOf348ZNmpEEMEIIcdKQbdRtWfqfcAFxKyVwHGxmyZoR2mb4Op8F5dWGaHzta3h7nyU4+zRUuSRLSEIIIcQ0JIA5jnQhQLl50itrNCFu4CmoVCpE932X+o79pEND9NWexQk8tAInDolis2AHVAohhOiy8SWkTo8lTpaQjiPtumjfwyiFaUQQNTFpTBY1OPy9H2KyjEJvEefxH1LxhmjW9+EWCiSpJU0tnrf0fyCFEOKkJ43s2iIBzHHmFAqkKNJGiMoSrMkI926n9sxOAEprl+FmIW5gKNT24aoVRBai2OB5S/8HUgghTnqqCzUwEsCIbnNKhXwidTNCaRcbhzR/+lOS0Sbac6meuxGtLNWhIQ4DXhLSjJN8nED5RD+9EEIIsTAs/RBtgdHFIgBZGGGVgqjByHcfwKIobVxDcPqZKKUopiMo18GxCTRDGScghBAnC6mBaYsEMMeZ29sDSpGFKapeQ8UhY0++gAJ6X30x/lkXopTCyUIcFxyTYpsNoli68QohxElhvAam02OJkyWk48wplcFxyaIUO3aY8IBDPFwDR7PirW/DXbWKZrmC4xykomu4aSsDI71ghBBCiAlLP0RbYJxKGaUdTJKCdhi657sAFNetpLB+A67no1ZvRLkuBdXEMQkqahAnEsAIIcRJQZaQ2iIBzHHmVMqAwmRgwpixp3YA0HfR5olz1Clno10H1zG4Js4HOkoNjBBCnBzGO/F2eixxS/8TLjBu/zJQkEUZ+759H9GhUVCa5T//cxPn+OtOQ/sejqfwTBMVNmUJSQghhDiC1MAcZ15fP7q6jHgkpLFzP2iH3nNOoXD2yyfOcUtlVBCgPQffhHkAIxkYIYQ4KVil8l2qHV5jqZMA5jhzKmWU42BxcFespu+ic1n//70DrZ2JczzPQxeLaM/BszFOs5b3gRFCCLH0KdWFTrwSwIguC1avQpfKaM9n+VVXsPZf/xzqJWuVWmtUoYATuDg08ZpjhFF6gp5YCCGEWHgkgDnOChvWsOLqKwlW9rPiysuOCl7GWTfAKfo4to4bN2jW4+P8pEIIIU4ImYXUFglgjjPtuqz/5V+Y/US/lYHRBsckRMO1Y/9wQgghTjipgWmPBDALlA2KaM/D8TQ6TYlH61hrUSfBD6UQQpzUJAPTlqX/CRcpFeRFvI6rcGyCbTZJU3uiH0sIIcQSc8stt/CqV72Knp4eBgYGeOtb38rWrVsnnXPFFVeglJp0vP/97z9BT5yTAGaBssVyPszRy+ch0WySZhLACCHEknecO/Hee++93HDDDdx///1885vfJEkSrrrqKur1+qTz3ve+97F3796J48/+7M+6/cnnRJaQFqpCGeW6OK7Ku/E2mySpoYgz+3uFEEIsXt3opDuH9995552Tvv7sZz/LwMAADz74IK973esmXi+VSqxevbqz5+oiycAsVIUyjuehPY1rY2g2yLq4hPT41lG+9Z39MmNJCCGWsNHR0UlHFEWzvmdkZASA/v7+Sa//n//zf1ixYgXnnXceN998M41G45g8c7skA7NA6UIRG/g4vkZbg66PdXUJ6dEnR6g3Mp58eozzX97btesKIYToTDd3IW3YsGHS6x/96Ef5gz/4g2nfZ4zhgx/8IJdddhnnnXfexOu/9Eu/xCmnnMLatWt55JFH+L3f+z22bt3KP/3TP3X0nJ2QAGaB0oUyxnVwCi4ag9sYJelStsRaS7OZAfDE06Ocd3YVx5HdTUIIsSB0cRfSzp07qVarEy8HQTDj22644QYee+wxvve97016/dd//dcn/vkVr3gFa9as4Q1veAPbtm3j9NNP7+xZ50mWkBYop1hEOS5uwUdj0PXRrmVgoshgWpdqNDOe31Gf+Q1CCCEWpWq1OumYKYC58cYb+cpXvsLdd9/N+vXrZ7zupZdeCsCzzz7b1eedCwlgFii3UATHwS16aAxO1CSJs65cuxlNvs5jT41irexwEkKIhcAq3ZWj7ftZy4033siXvvQlvv3tb3PqqafO+p6HH34YgDVr1sz3Y3ZMlpAWKCcoguvhBC4uKcokJGF3xgmMLx+VSw5RZDh0OGbvvpC1q4tdub4QQogOzHEb9LTXaNMNN9zAHXfcwf/9v/+Xnp4eBgcHAejt7aVYLLJt2zbuuOMO3vzmN7N8+XIeeeQRPvShD/G6172OzZs3d/acHZAMzALleQ74AcpzcZVBZSlJmHTl2s0wD2B6ezzOPL0C5FkYIYQQJ56lCxmYOfx6v+222xgZGeGKK65gzZo1E8fnPvc5AHzf51vf+hZXXXUVZ599Nr/927/Nddddx5e//OVj9a+gLZKBWaC0UlgvQHv5PCRtEtKuBTB5MXCh4PDys6o8+cwYO/c0GR1LqPZ4XbmHEEKIxWG2EoINGzZw7733HqenaZ9kYBYopRTWL6BdF0dZdJaSxt3LwDhRjVJ9P9Uej/4+H4Dh0e5cXwghRAeOcyfexUoyMAuYDQoo18mbMiYJSWP2BkTtaDYz+nf8mMJwk+Ti1QRBHsfGsTS1E0KIE06pLmyjXvoBjGRgFjDjFlGORjugrCVthF25bhhlOHEDx1Ekhw4S+Pl4gkgCGCGEEIuEZGAWMj8A1817GmFIGs2uXLbRSPG3Pk19a53ownPwg+WAZGCEEGIh6GYn3qVs3gHM1772tRm//+Y3v3m+lxYt1i2gHRetFRrbtSWksBHhDw1Bj0Nj23aC818BIHORhBBiIehiJ96lbN4BzBe+8AUA9u3bx3333ccb3vAGrLXcfffdbNmyRQKYbvACcBy0q1AYsrDzAMZaSzRaxyYpWjskBw7ge/kPehRJACOEEGJxmHcA85nPfAaAK6+8kieffHJixPbg4CC/8iu/0p2nO9kFRZTjoB2Nsoak2XkNTBQZVG0U1apST2sNfJNfVzIwQghx4lkUlg6XkDp8/2LQcQ3Mrl27WLFixcTXy5cvZ9euXZ1eVkDeyM5x0E5rCanZeQamGWY4jTFcT5FklqQZ40WjgC9FvEIIsQDMdRTAdNdY6joOYN7xjndw2WWX8ba3vQ2lFP/8z//MO9/5zm4820nPCUrgOChH50tIXQhgGmGGboyhdR6dp2FCsTkCrJQiXiGEEItGxwHMzTffzM///M/z/e9/H4D/+T//JxdddFHHDyZAB0Ws66EdhYPBxJ3PQgpbAYyjAZORhjG6IQGMEEIsGFLE25aOAhhrLRdeeCFPPPEEF198cbeeSbS4vo9xXXA0mgwTdWcJyQ3rONqA0qTNCF0bASDq0rRrIYQQ8yfbqNvTUYimlOL888/n8ccf79bziCM4foD1fBxHoTHYbgQwzQwd1nHIcHwvX5aqj4IxJKkly2aeiSGEEOLY6niQYxdqaBaDjpeQHn/8cS688ELOPPNMSqUS1lqUUjzwwAPdeL6Tmu87RK6P8hy0shCHGGMn6lfmoxkanLCOwmI9H9tsYq3BjcZIi70kicFxnC5+CiGEEKL7Og5gTvQ47aXMczW4rZ1IWHQak6SWwO8kgMlwwwYAynEwjksWpZQYY5ReothQKEgAI4QQJ0w3hjHKEtLsTjnlFIIg4JFHHuGRRx6hUChwyimndOPZTnpaa4zjoVwXpUAnMVnaWaFts5nixPXxG6A8n7ARUUzGAOkFI4QQJ1w3lo9OgiWkjj/hHXfcwWtf+1q++tWv8pWvfIXLL7+cf/iHf+jGswnAOB7ac1BHZGA60RxrorMEa0FVyijfI6xFFFoBjHTjFUIIsRh0HMD86Z/+KT/60Y+4/fbb+au/+it++MMfcsstt8zrWrfeeiubNm2iUChw6aWXzlpHMzw8zA033MCaNWsIgoAzzzxz1hlNi411ffR4DUyakHZQZGutJRqu4dgsD4p6KijXITuwj+qhZ1A2kwyMEEKcYOOdeDs9lrqOa2CMMVQqlYmvK5UKxsz9l+DnPvc5brrpJm6//XYuvfRSPvGJT3D11VezdetWBgYGjjo/jmPe+MY3MjAwwBe/+EXWrVvH9u3b6evr6+TjLDiZ46M8F4XFSWPSDpaQwshAo4GyGdrTePEYycghdObguhnF5gHi+Oh/10IIIY4f6cTbno4DmHe961285jWv4brrrgPgn/7pn3j3u9895+t8/OMf533vex/XX389ALfffjtf/epX+fSnP82///f//qjzP/3pTzM0NMQPfvADPM8DYNOmTTPeI4oioiO2Io+Ojs75OY836xZQXv7HpLKEtIMlpDDMUGEDbTPcpEkQj5BaCxbQGr85LL1ghBBCLArzDtHGl4k2b97MbbfdRrFYpFgsctttt/Hv/t2/m9O14jjmwQcf5Morr3zxwbTmyiuv5L777pvyPf/yL//Cli1buOGGG1i1ahXnnXceH/vYx8iy6X8B33LLLfT29k4cGzZsmNNzngjGDdCtDIxKOwtgGmGGatTR1uC4oIMA29OHdX0U4NlYuvEKIcSJpnhxJ9K8jxP9IY69eWdg7rjjDm6++Wb+w3/4D/zkJz/pqBPvwYMHybKMVatWTXp91apVPPXUU1O+57nnnuPb3/42v/zLv8zXvvY1nn32WX7zN3+TJEn46Ec/OuV7br75Zm666aaJr0dHRxd+EOMVWgFMnoFJOlhCajYz3MYYCoP2HCgE4CXYOAQFThbLQEchhDjBbN44o+NrnGj/8i//Muf3vPGNb6RYLLZ17rwDmDe96U0MDAxw+PDhSTUq443s9u/fP99Lt8UYw8DAAH/913+N4zhcdNFF7N69mz//8z+fNoAJgoAgCI7pc3WdX0AHHmBxsrSjIt4wynDCMZTJ0AUf/ABsis0sSlmcLJIARgghRFe89a1vndP5SimeeeYZTjvttLbOn3eI9ud//ufs37+fa6+9lv37908cBw4cmHPwsmLFChzHYd++fZNe37dvH6tXr57yPWvWrOHMM8+c1DX2nHPOYXBwkLgLQw8XDM9H+z7QysB0sEuo2czwoxrKGpzAwxZLgMGkGRqLZ1PZhSSEECfY+CykTo+FYHBwEGNMW0epVJrTtTvKMVlrp13imQvf97nooou46667Jl4zxnDXXXexZcuWKd9z2WWX8eyzz07a8fT000+zZs0a/NYv/KVAewEU8s+jW9Oj56sRGtxwDGUtTtFHl0ooa7GJAQxOFkofGCGEOMGWyiyk97znPW0vBwH8yq/8CtVqte3zF8wwx5tuuolPfvKT/O3f/i1PPvkkv/Ebv0G9Xp/YlfTud7+bm2++eeL83/iN32BoaIgPfOADPP3003z1q1/lYx/7GDfccEPHz7KQuJ73YgYGS9oI532tZiPBjRpgDU7BJ+gtY6zKl/0yg2MSycAIIcQJtlT6wHzmM5+hp6en7fNvu+02VqxY0fb5C2aY49vf/nYOHDjARz7yEQYHB7ngggu48847Jwp7d+zYgdYvxlsbNmzgG9/4Bh/60IfYvHkz69at4wMf+AC/93u/1+lHWlB838f6fquo3JDUG/O+Vjhco2jT/Ec7cAkKDjguSmtskuQBjNTACCGEWAQW1DDHG2+8kRtvvHHK791zzz1HvbZlyxbuv//+rt1/IXJ8j8zz0I5Gp5Y0jGZ/0zSi4RqVVhM7x2Z40SjKc/L10iTFNTFxYiaCUCGEEMffUmxkF4Yh/+N//A/uvvtu9u/ff1TD25/85CdzvmbHAcwpp5zC17/+dZ599ll+67d+i8HBQQ4fPtzpZUWL52lSxwVHo5Ulqzfnfa10rIa2CY6nUQrcQgHXMcRKQ5LimBhrIU46m3gthBBi/rpRhLtQinjH/eqv/ir/7//9P/7Vv/pXXHLJJV35S3LHAczv/M7vcODAAX74wx/yW7/1WziOw3vf+15++MMfdvxwAnxX03BaGRgMUXN+NTDWWrJaHdemaFeDdhjLAjzXkiiLiVN0loC1RHFG4C+s6F0IIcTi9ZWvfIWvfe1rXHbZZV27ZscBzF133cVDDz3EhRdeCMDKlSsJw/kXmorJHA3G9VCOQmFI6/P7d5tlFtVs4NgU7Sqsdkl1gAoK6CzBJBnaZmibSh2MEEKcQN0owl0IRbxHWrdu3ZwKetvR8V+zPc/DGDORDhoaGppUbCs6o7XOW/07GqUsaXN+S0hJmgcwyqRoT2EdlyToQRUCtMmwSZYHN0YCGCGEOJGWyjbqI/3X//pf+b3f+z22b9/etWt2nIH5t//23/L2t7+dgwcP8kd/9Ed87nOf4z/+x//YjWcTLdZpBTCAnXcAY3DiBirLl5CMdthnB+it9IFS2CjKG9zZVLrxCiGE6KqLL76YMAw57bTTKJVKE0OYxw0NDc35mh0HML/yK7/CxRdfzF133YUxhs9//vOce+65nV5WHMG4Hsp1UFhsOL8AJk0sblTPxwi4mgyPmqpQWLYerTQ2TvLsDJKBEUKIE2kpLiG9853vZPfu3XzsYx9j1apVC6OIF+Dss8/m7LPP7salxBSsclFunoEx8wxgktTgZhFkGdpxsY5L7PfgrFpDph1sYtBpgmsSycAIIcQJZOnCNuoFMMzxSD/4wQ+47777OP/887t2za4EMN///vd54YUXyLJs4rV3v/vd3bi0AKzjoV0XlEXNs0A6TS1eK4BRGowTkHoVKPZhHTcfJ2Az9DHuxrtjd4Pv/fAQP7NlBevWtN9iWgghxOJ19tln05xnCcR0Og5g3vnOdzI4OMiFF144MVhRmqB1V6bHl5CAKJxXo7k4yfCyEKxBaYX1fDK3wJjTR1E7WGMgS3FNdEyXkH762AjNMGP7roYEMEIIMYWluIT0J3/yJ/z2b/82f/zHf8wrXvGKo2pg5jIDaVzHAcxPf/pTnnjiiU4vI2biemgvr4FRaUxmwHVmf9uRkmaCRwLGoByH1C2itEPDrVB03LyQN87wTHzMlpBGRhP2H8o7CTfDbJazhRDi5JQ3suu0E+/CCmDe9KY3AfCGN7xh0uvjfyE/cgWnXR0HMJdccglbt27lrLPO6vRSYhqmlYEBUGlCmhhcZ24RTNKMcW0C1mBdl9QroRVY7WELpTwrE8e42bHLwGzbXp/452ZTAhghhJjKUszA3H333V2/5rwDmFe96lUopYjjmM2bN3P22WcTBMG8hzmKGbg+ysv/qHQSkmZ2zpdIwhjXpigNyvGInRJ+60/fFEv5TqQ0xckimscggLHWsu352sTXDcnACCHEkvaLv/iLfPazn6VarbJ9+3be/va3EwRB164/7wDmi1/8ItZa/tf/+l+TCnbHXxPdYx0f7bkoLE6akKZzD2DiZoS2ad5LxnGI3QoDfZpDoxmpXybQCtJ8CWn4GAQwBw7FjNZSlAJr8wyMDI0UQoijLZVZSF/5yleo1+tUq1Wuv/563vSmNzEwMNC16887gDnllFMA+NKXvsTv//7vT/reF7/4xaNeEx1wPbSfFzypNCJN5x5gRI2EwGRoDUblAcypK8YDmBKB0pjE4JjomOxC2vZCnn3ZuK7E9l0N0sySpBbfO/H/kQkhxEJircLaDgOYDt/fDWeffTY333wzr3/967HW8vnPf37aYt357FyedwDzyU9+kr/+679m69atXHLJJROvj42NTcxFEt2hHRc7voSUxvNaQgobIYFJQQGOS+JXWLVM8YRWJF4ZJjIwEVHU3exIllme39EA4KwzKuwZbJKklmYzw/cWVq8CIYQQ3XH77bdz00038dWvfhWlFB/+8Ien/L2ilDq+Acy/+Tf/hje+8Y18+MMf5o//+I8nXu/p6aG/v3++lxVTUI4HrQyMzlKSeWRg0kaEygxKWax2MMUePFfRU1SMFiqgHUyW4aYhxrb6xnQpO7JnX5NmmFEsOKxbXaRYcEhqKc0wo7fqzX4BIYQ4qeguNKI78X85fM1rXsP9998P5HP9nn766YWxhNTb20tvby9vfOMbuffee4/6vjSy6x7lOqjAz/85m18NjIlCrMny3UbaRRfLAFTLiuGgCFpj0ww3C8Fa4sTgdSk7smtP3rxo04YSWiuKRYfRVgAjhBBisqW4C+n5559n5cqVXb1mx9uoH3vssYl/jqKIb37zm2zevFkCmC5yXBfbqtxWWTqvJSTiMO/Cq8A4Pn45byLXW1FQLIN2sFmEmyVomxFFhnKpO8/fDPOM0Xi2pVhwWq9LACOEEEvVI488wnnnnYfWeqJudiaPP/44Z511Fq7bXmjScQDz53/+55O+rtVqvPWtb+30suII2vPIWhkYnSUk8dx/8as0hiwFrcicgEIpv15vWUFQBMfBhgZtU7RNu1rIG0X58xaCPKNTKrYCGOkFI4QQR1kqGZgLL7yQwcHBtjMvW7Zs4eGHH+a0005r6/yuzEI6klKK7du3d/uyJzXfdQkL4xmYjDRJ53wNnYSQpShPY7wCpXIewJSLCl0qYZWDzSzaJDgm6WozuzDKr1UI8sBFMjBCCDG9pRLAWGv5/d//fUql9tL5cRzP6fodBzDjDe0Asixj7969/Lt/9+86vaw4gutrVLGIApQ1pFEy52voNIE0QxUUsVdiWTHPhmilKPaWsFpjjEWZFG2z+S1TTSNsZWCCVgam0ApgGpKBEUKIJet1r3sdW7dubfv8LVu2UCy2PyOv4wDmi1/84osXc10GBgaOGtIkOuM5ChUEoECZjCycW5QKoLMYTAraJwl6qBzxM+L3VvIMTGpQaYpDStKlJSRrLdFLMjAlycAIIcS0lkoG5p577jmm1+84gHlpYY4xhn/4h3/gHe94R6eXFi2+54BfBBTKWpJmY07vt9aikwib5ZOos6BCcESMGVRKhNrFGotKE5wuZmCS1JKZ/FrjNTDFogQwQggxnaXSyO5Ym/c+2dHRUW655RZuuOEGvv71r2OM4X/8j//Baaedxh133NHNZzzpOY5C+QFKKxQWM1af/U1HyExe/IvJAxgTVPCOCF39SoFMu6DAJjGOTefV7XcqYStIcR2F67YCmFYGJgwN1nZvqUoIIZaC8QxMp8dSN+8MzLve9S56e3u57LLL+NSnPsV//s//GaUU//iP/8hFF13UzWc86SnABAEoBQpMY24BTJoYnCTv74KjsYUK/hHDrIPAwfqF/E5hgkM6r14zUxkv4B0PWuDFGpjMWOLYEARzm6wthBBCzDuA2bZt20QPmF/7tV9j9erV7NixY04FOKI9Sims46EcjUoy0npt9jcdIUktbhLm19IaVapw5DZ73wVTyBvbmTTBszFJ1wKYyQW8kGdjAl8TxYZGmEkAI4QQR1gqNTDH2ryXkHzfn/hnx3HYsGGDBC/HkNEe2nVQQNZszum9aWpQ4xkY18UrFtFHzKPwXDBBCZTCJimejUiz7iwhvbSAd1xResEIIcSUZAmpPfPOwDzyyCMTMw2stQwPDzMwMDAxBHD//v1de0iRBzBqPIBpzK2IN0ktOo6wWJTn4pf8Sd/3XEUWFEEpTJzhZ03SpLsZmEIwOVYuFRyGRxIp5BVCiJPIE088wY4dO47q+fKWt7xlzteacwBTq9WoVCqk6dybqYn5M46LcjRgsXPMwCSpQSUx1oJ1XYJiYdL3fRdMUM4zMJnBN03GulwDM75MVN+2g/1fvRt/zflAnwQwQgjxEpYu7EJaYBmY5557jre97W08+uijeVlEawPHkX3k5mrOS0i9vb384z/+45xvJDpjtI/y8gwM4RyXkBILSQRYcD2C4uQMjO8pbLHcGuho8NKwi0tIkzMwY48/TTI8irc779YsS0hCCDGZQXXlWEg+8IEPcOqpp7J//35KpRKPP/443/nOd7j44ovn3S9mzgGMtZa/+qu/4rLLLuO1r30tH/zgB/nRj340r5uL9lntoZxWHUk0tyWkKM4gTsACrodffOkSEhi/2BroaPCysItLSJNrYJKhEQDcOA/CGmH3RhYIIYRYmO677z7+8A//kBUrVqC1RmvNa1/7Wm655Rb+7b/9t/O65ryKeB966CFe+cpX8trXvpbHH3+cyy+/nN/5nd+Z1wOI9ljtoD0n78YbR3N6bxgZVGu90fo+fnFyp2RHKyjkE6lNanDSZvf6wLxkF1Jt/zBDNYtq1fFIBkYIISZbikW8WZbR09MDwIoVK9izZw+QN8Ody7iBI82riPeOO+7gjW9848TXjzzyCL/wC7/AunXr+NCHPjSvBxEzs9pFeR5gUXE4USzdjmY9RGetmiUvwPOP3rasSq0lpCzGMfG8BkZO5chdSAeHYvbuqkOWoJM6WDsR4AghhMgtxU685513Hj/96U859dRTufTSS/mzP/szfN/nr//6r9uePv1Sc87A9Pf3s2HDhkmvbd68mf/5P/8nt91227weQrRBuyjPRQE6iebUaC6uhWDyQCELSvje0T/YTrmM1Q42tWiTYeY4FXQ64wHKWOSw9clRnHCUwsgu3MZhiCMZ6CiEECeBD3/4wxiT/4X2D//wD3n++ee5/PLL+drXvsZ//+//fV7XnHMG5oILLuAzn/kMf/qnfzrp9TPOOIMdO3bM6yFEGxwX7edLPzpNSFJLuzMz02YIWZaPEfCKeFP0jfMqpbwGJrGoLMYmnQcwxlii2OCmIbWHf4R3uEbWHCVKLCqM0I06YaGAMRatF9bfFoQQ4kSxdL6LaKENabn66qsn/vmMM87gqaeeYmhoiGXLlrW9mvBScw5g/vN//s+8/vWvZ8+ePfzmb/4mmzdvpl6v87GPfYxTTz11Xg8hZqe0i2oFMCqNW7uE2utga8IGGAOtAMaZIu/mVUtY7WAygzYpJonntEw1lSg2WAvV5l4KzhBqz3YY3kVqNYlS6Gad1C4njAylonTjFUIIWJpLSFPp7+/v6P1zDmBe/epXc//99/OBD3yAyy+/fGIvd6FQ4Atf+EJHDyOmpz0Pe2QAM4ddQjbKl5CU1hivMGUAU+wpEWqNzfIlJI+YLLO47vz/IxhfPvJJUAp0moHN8GwK0QhB0iAln0otAYwQQuRklEB75lXEe/7553PPPfewf/9+HnzwQYwxXHrppaxYsaLbzydatOtgWmtGOktI5rJLKInySdSOwvhTZ2BKvQUaysVmFpuleDZfpnLn3av5xQJeX+eBTKSK6GIRN2tiTEIhHqVOayfSsvnfRwghxMmn7V9PH/nIR/iFX/iFSZOmBwYGuOaaa47Jg4nJHMchKwQAqHRu06J1Gr24hBSUplwWKvYUMDh5N944xbNxxxOpxzMwLvmOpuTgQbSyBP1l0gNNvMYogHTjFUKII5wsS0idansX0q5du7jmmmtYv349v/Ebv8HXv/71o2YZiGPH8Vx0K4DRWTK3ACaJsMagtM77vUzB9zW0BnSaJMGxSce9YMLI5L3zbIrNUhg+BFrjL6+ANbj1PICRnUhCCPEiC5gOj7n89fOWW27hVa96FT09PQwMDPDWt771qN4sYRhyww03sHz5ciqVCtdddx379u3r6HN2qu0A5tOf/jSDg4P8/d//PT09PXzwgx9kxYoVXHfddfzd3/0dQ0NDx/I5T3quo6HQmmGUZcRR+8GjSppgLMpRqEJpynN8V2G8AigFcYpnU9KsswxMFGVgLa6NcetDqCxBeS7esh6UNai6ZGCEEOJEu/fee7nhhhu4//77+eY3v0mSJFx11VXU6/WJcz70oQ/x5S9/mS984Qvce++97Nmzh1/8xV88gU89xxoYrTUXXnghl19+OX/2Z3/Gk08+yZe//GX+6q/+il//9V/nkksu4S1veQvvfOc7Wbdu3bF65pOS72vqQYAClDGkYfsBjJdEWGtAa3SpMvX1PTCFAhaFiRM0GUnSeQYGaymqGD02CtZAtYquVlDW4IQ1SBOiWMYJCCHEuOO9hHTnnXdO+vqzn/0sAwMDPPjgg7zuda9jZGSET33qU9xxxx387M/+LACf+cxnOOecc7j//vt59atf3dGzzldHwxzPOeccfvd3f5fvf//77Nixg/e85z1897vf5e///u+7/qAnO0drVKGYf2EN6RwmUuc1MBblaJyXTKIe57kK65dAgUky3C5kYMLI4NgUz8nIag0MGqrLUJUetOvgmRDVqBNLACOEEBO6OUpgdHR00hFFs4+iGRnJZ9aNb3N+8MEHSZKEK6+8cuKcs88+m40bN3Lfffcdg38D7enaMMeBgQF+9Vd/lf/7f/+vzEU6BgJPofwAlEIZgwnbn4ekkyZYC1rjlaZeQvLcvEsvKGyc4aq5FQpPJYoytE1xtSFrNPPlqeUroFDGKXo4NsGpjeTDJoUQQnTdhg0b6O3tnThuueWWGc83xvDBD36Qyy67jPPOOw+AwcFBfN+nr69v0rmrVq1icHDwWD36rOa1Sfahhx7iHe94B+VymQcffJDLL7+cG2+8kf/yX/5Lt59PtHiexnp+HgRYSxa2l4HJMotOQjIsOA5uuTjleY5W2EIZlMIkKS7dKeJ1bIarM5J6iLGa4soVOG4DXQxwxjLc+rBkYIQQ4gjdXELauXMn1Wp14vUgCGZ83w033MBjjz3G9773vY7ufzzIMMdFQisFfpBvgTaWtM0MTJoadBSSWVCOplCeegkJgFIZUNgkw7UZSRe2UWuT4jiWtNbE4lPtdfBMhFv0UGMJbm1EamCEEOII3WxkV61WJwUwM7nxxhv5yle+wne+8x3Wr18/8frq1auJ45jh4eFJWZh9+/axevXqjp6zEzLMcZFQSr2YgTGGrM0AJkktKgrzL1wXvzj9ACVVqeQ1MGmGS+dLSGGYoU2cL3nVQ5Q19PQHaN/HLQVom+E2JYARQogTyVrLjTfeyJe+9CW+/e1vHzUW6KKLLsLzPO66666J17Zu3cqOHTvYsmXL8X7cCXMOYMaHOb6UDHM89oxXAJ0vIdm4vSWkOMnQcSvYcT3cGSZAqnIVyJeQVBZ3tISUZjYfOGlTTDMfZeCRQXUZEQFOyUdZg9cYIctsxwXDQgixVBjbnaNdN9xwA//7f/9v7rjjDnp6ehgcHGRwcJBma7NIb28vv/qrv8pNN93E3XffzYMPPsj111/Pli1bTtgOJJBhjovKkRkYG4ZtvSdOLMT5udb3cd3pY1anWs078WYGJ4s6WkKKJuYgxZhaDYXF7SlSywIYGUMXPZTJ8MMa1kIcZbilDuYWCCHEEnG8ZyGNr55cccUVk17/zGc+w3vf+14A/uIv/gKtNddddx1RFHH11Vfzl3/5lx09Y6dkmOMiYrwCSiusBRPWZ38DrTlDrW1z1g9wZ5iZ6FWrWKWxaYJrotbE6/kJW3OQAp1gRsfy/xx7Kgw/+TzOs89TsGEewMR1bJoSxYZpNkgJIcRJ5Xj3gRn/PT6TQqHArbfeyq233trJY3WVDHNcRKzvg9J5XN1mH5gwzLCtkQ/WL005yHFcqVok0hqbGpw5Trw+6r6tDExBxdixGlYp0jiltneIsvXx48MoDVpb3IbUwQghhJibjnL2Mszx+FKOj2pFILbZXgYmDBNUkgCQBcUZMzDFapFIOZjU5DUwHdSlRK05SIFKyJoRphlhmiFRaAh0gI0TtOfgKItXOyxbqYUQosXa/Oj0GkvdnIt4j6Vbb72VTZs2USgUuPTSS3nggQfaet8//MM/oJTirW9967F9wBPMagfluqBsXhjbhjRNMFEewJhCecYMTLEaYLSLzSzEMXGczPtZ8wyMwrcRWa1BWquTOgGNDZuJe1ZhUShlcLTFbwwTdTi2QAghlgqD6sqx1C2YAOZzn/scN910Ex/96Ef5yU9+wvnnn8/VV1/N/v37Z3zfCy+8wO/8zu9w+eWXH6cnPXGsdlG+m/9YRu0FMFmUYNM0n24alJmhhpdybwGrWymaOJlYepqPfBK1wiMhHakBisayDTRXn0WzfyMWUMrkW6kbo0SRBDBCCCHat2ACmI9//OO8733v4/rrr+fcc8/l9ttvp1Qq8elPf3ra92RZxi//8i/zn/7Tf+K00047jk97YuQZmDzAUFHUVuFVGkfYOM3fXyyj9fRRebHogufnwU6SYJP5BzDju5A8E5KFMRZFc+A0TttQoNm3AascMBnKZrhRnVjGCQghBPBiEW+nx1K3IAKYOI558MEHJw2K0lpz5ZVXzjgo6g//8A8nZjC1I4qiowZbLSZWu2g/7+Oi0oi2NgnFTaxpnVjqmfFUz1XYoJBPK4hS6CADE8cGbfJZSCZM8hEFywY494wC9K/CugFKK1TUxEkjKeIVQoiW8RqYTo+lbkEEMAcPHiTLMlatWjXp9ZkGRX3ve9/jU5/6FJ/85Cfbvs8tt9wyaajVSzsKL3jaRbca0akkJm2jbkSFDWgzgPHdfKt1Pk4gwWQdBDCJRdsEnTQxmQEUq8/cQKmgKZc8TLUf5WoIm3hZJEtIQggh5mRBBDBzNTY2xrve9S4++clPzmnr9s0338zIyMjEsXPnzmP4lN2nHA/l5xvHdBq31WjOiRtYa1Fa45TLM56rdZ6BsUph4xSVzr+IN0nyQY52dBRQWM+jf20fAD0lRdq3CuVqbBThZhFNCWCEEAJ4sZFdp8dStyBan65YsQLHcdi3b9+k16cbFLVt2zZeeOEFrr322onXTCvL4LouW7du5fTTTz/qfUEQzDqJcyFzXIc08IE8gGmn0ZyOm3lPaUehg6knUU9SyM/JkhSVpnnwo+b+H0KSGhyToOo1UECxRLmU1+9US5qxvrV4joNNYtyowXAoNTBCCAFzHwUw3TWWugWRgfF9n4suumjSoChjDHfdddeUg6LOPvtsHn30UR5++OGJ4y1veQuvf/3refjhhxff0lCbHEejvDyAUWnS1rBFJ43AmjwDU2ojgAmKKBQ2TnBIyObZCyZJLB4xWa0OKGypQqmQ/7j1lB0aQT9OuYiyFl0fnWh8J4QQQrRjQWRgAG666Sbe8573cPHFF3PJJZfwiU98gnq9zvXXXw/Au9/9btatW8ctt9xCoVDgvPPOm/T+8RHfL319KXEdTVLIM0gqTUjaqIHRSZPUWJTn4JULs55viyWsAhNnuORBkjuPn5I4MZSIMfUwL+At91As5JmcSkkTOj04vZW80qxRJ23Ov95GCCGWlG7sIjoJdiEtmADm7W9/OwcOHOAjH/kIg4ODXHDBBdx5550Thb07duxA6wWRMDphPM8h9McDmLStDIyOozxIcDReaeYaGABKFfIi3hSXlCS1zB72HC1NDZ6NyRr5yIO03Ifn5v9BlYuaSJfRxRJgUVlCFjbnvVwlhBBLiXTibc+CCWAAbrzxRm688cYpv3fPPffM+N7Pfvaz3X+gBcb3NKpYyEuzTEaazL7souImWIvSCrfcxhJSqZJnTOIMV6XzGuhojCVJLb5pYsIov151+URw4jgKt1TEBPmOJ50lEIakqcXzJIARQpzcutFJVzrxigXF8xSq2ApC0owkmn3ZxWlNrbaui1+YvYBZV3pAgUkzXNteluelktRigWI0hEky0Bpb6Zt0TlAqYv0iylGQpbhpk1jGCQghhGjTgsrAiJl5robxnURZRtrqsDsday2qNXJAOS5uMPsft+7pARQmyfBsPK8AJk3zvi+FZASTGJTr4lYrk86p9ASkXgnlapTJcMMaUWQol+Z8OyGEWFJkCak9EsAsIr6nscXWb3hjSGcZ6JimBhXlNSjW8/Dd2VOKfm8vtrWE5NuEJJ17ViRODFZp/HCUNM3ADfCrk5voVSsOqV9Bey5ZaChEI5KBEUIIXhwl0Ok1ljpZQlpEPEdhggIoBcZgwsaM59cbBhVF+Re+j9dGuOr3VrEoTJrhmPllYJLE5oMcoxomMeB5FPomBzCVsibWxXw0grX40Zh04xVCCNE2ycAsIkopbFAElS8PZc36jOfXmim2tYRk/QKuM3tEHiyrEioFxuIkjdZy0NyMZ210VMemGdb1qQ70TjqnUnLY7RQpBC4Ki9ccJZKBjkIIIY3s2iQBzCJjvQIoDZnFtrYoTydsZKjWRGnjF3HbyLcVeguM6Lxjrm422hpX8FJJYlDGQLOBTQ3W9amsrE46J99KXaJU8MFavLgm4wSEEAKpgWmXLCEtMsYP8iUka7DxzAFMoxljonyekQmKOM7s1y8XPdT4xOtmc95LSG4yikoTrLUYL6C8YnIA47kK41dwglYAE45Rb0gAI4QQoj2SgVls/AClFTYzEM4cwCRRiBOnWMAE5bYyMIGvoDVviajRVq+Zl4oTQzEcxqYZynHInAKlytFbuL1SEVUMAIsT1qmHEsAIIUQ3hjHKMEex4Fg3X0KyWYqNZ96FZMImNskzMLZQaqvLbSFQWD9AATaMyNK5BzBpaihGQ9gkRTkOtlCasotyoVJEFYpgQUcNmuFJkPMUQohZGLpQA9OVJ1nYZAlpkbF+EbQCZi/itXE4EYCoQhtjBIDAUyg/wAI2jEniZM7PGCeWUngYk2Qo18EEUzd3KfQUoVjIOwWHTZoykVoIIUSbJAOzyBg/gPFsRnPmbdQqCbFxBhzRwXcWSuVbtTVg4xiTzNwsbypJYgiyMWySgeNCaZoAplwkLpYBC2lK2pg5IBNCiJOBFPG2RzIwi4xyfVSrGlc1oxnP1VmETVNQoMqVGc89ki3kwY6JEtL5BDCpJUib2DQDx0FNM0SyVC2B3+prk6bYsdE532vG50gMd313P089O9bV6wohxLE0HsB0eix1koFZZJTjotzWH1s8cwZGmxiTZlgUzjRZkKnYQn6ujWOy+fSBSQw9poFJDWgXrzJ1ABOUPDIvQGmNTTJU2N0A5oVdDV7Y2WD33iann1LG8yReF0IsfMYqTIeddDt9/2Ig/0dfZJSjUa2WunqWIl4njfJlHBTuS1r5z6hYzidIRykmmX1g5EvFscFt3dtqB786dfanWHBICj3gONgsxQ1HsV38a8O+A/m/nyS1vLBz5mBPCCHE4iIBzCLjaPfFPi1JRJZN/wvfyUJMq4jX7e2d9ryXMsU84DBphp1HAJOkFieL8gyM41DomzqAKfiKxO9BaY2ylqA5PK/GedPZd+DFJbZnnqt17bpCCHEsyRJSeySAWWQcV6G8FwOYdIYARod1sBarFG5P+zUwFPMlHxunkM5jF1Js0FmMSTKsdqm8pIndOKUUplBB+y5YSxCNEMfd2fwXhhnDI0nrPrB3f8hobe6fRQghjjcJYNojAcwi43nORAZGp8mMs4qcsJ7/EDsObqnQ/k3K1XwJKckgm8cSUhSjrMnHCGiHyorpl6+sX0K3GucVohEaXdpKPZ596ev1WLMq/+zbnpddTkIIsVRIALPIBJ6DCvKutipJSJKZMjDNvMeK5+H6c6jXLrWWkJIMZx4BjIkSlMmwmcEqh2L/9MtXTrGEbs1D8sNRavVuBTB5/cuqlQEvOzX/PM88X+tqjY0QQhwL1r440HG+x8nwvzoJYBYZP9Dg+yhApQlpNnUGxloLYSP/KXZdvOLRrfyno3p6QOXjCty0Madf+tZa0ihCmRSbWYxy8Hqnz8B4xRKqFcC4UZ1aY+7btqcy2MrArF5ZYNOGEr6nGaulk+pihBBiIbJWdeVY6iSAWWQCT2HHMzBZMu2wxSg2qGY+K8l6Hn6h/QDGK5dRSudZkaTBNDHSlJLU4qRh3gMGMMrDLU/fRK9QKU5klHQS0xjufLdQkhgODeWByqqVBVxXc+rGfGu4FPMKIcTSIAHMIuO7vNhVN0tJpqmBqddT7PiogaCAF7S/hOSViijPAWtxojpp0n4EkyYGP2tAkoJW2KCAdqe/d1ApgpcPqNRpTDjSeYBx4FCEsVAuOVTKedO/007JC5N3D848AFMIIU40KeJtjzSyW2QCT2OCVmO41JCEU++sqdcTbDOvA7FBkcBr/x5eISDzHGxkcePGjDudXipOLAXTxKRZnsUpztxAr1AuUPN9UAqVJcRjnRfaHrl8ND7AcllfXijcaGakmcV1ln56VQixOI3XsXR6jaVOMjCLjKM1BK0dRSbDRFM3swvDBNMaNWCKZXyn/XsEpSDv9mvBiZvTZnmmkqR5BsbGGWg97RiBcYWeIsbzUVqhkpR4rPMMzJEFvBP3CTSeq7AWxmQ7tRBCLHoSwCxCtjVZ2qaGNJw6gImaDUwYYwFT7MFz2884FMp+3u3XWlTUJJtDc7mktYRkUwNaocszZ2CKZR/jF1FaYZMU2+gsgDHGcuDgi/UvaWYx1qKUotqTp6HGat0pFBZCiGNBlpDaIwHMImSD1gDELCMLp95VkzWbmKiVaShX0br9AKZY8l4cVxA25tQdN0ksfpYvIaE07jRzkMYFnsrHCSiNTVNU1NkS0tDhmCS1+J7GL7h868GEHz2ZYqylp5J/JglghBALmQQw7ZEamEVofFq0zSwmnjqAsXH4YgBTmkMXXqBQcmG8229zbktIcWrwTZgPZ9TOrDOYtFbYYg+0Bjp6cWeTow+P5p95+TKfvUOWyCgGR+Gp7RnVVgAzOiZLSEKIhUtqYNojAcwilHlFbCsDY6NpdtUkESZO8uLYnqlb+U8n8B3w8/oRG0WkSfvN5dLE4I5nYByXoDpzBgbAFit5AJNmuGlnu4QarT4y5bLLoaGU3qfuIbOaHduX01f10anHWG36bd1CCCEWBwlgFqGJGhhjMeE0Sy5RiInzX+bOXCZRQ17sWmgVCofxtDudphInFieN8jEE2qewbPZ760oVlMYkcb4FuwPjnXwrJYex7U/T/+x3UVpR95bR1D0ssyXG+q/o6B5CCHEsdWMJSJaQxMJULKGUwlqLCqfOWOikQZpkWBS62jeny2utICjkBcBxRJK0H8AkqSHIIuLEYIsuhRnGCIxzqz3YiQxMgzQzuM78yrPqrQyM67k4I/sARV9/GQcXb2gfoe1nXy3O/90p2UothFh4jMmPTq+x1EkR7yKkfD9fcsla4wKm4GQhJs5AKbzeuS0hAdhCvnvIRilR2H7Ra5IYdCsDY7UmWDZ7ABP09YLOO/96SZN6Y/7zkMbfm6HxakMoZSmdsoE1rzoPj5je5CC22aDR7M7MJSGEECeGBDCLkAoCUBqMxUxTA6PjBibNsGi8vrkHMGa8UDiOSaL2A5g4TFFp1NpG7RL0zV5AHPT1tPrOWNw0ojYy/3lF4xmYMHXwGoco6AhbqeCdeQ5u0aegIpy4weiY7EQSQixMsgupPRLALELaD/IMjDEQTZOBiRpgDSiFX53bLiQACiVQChMlZHNYQorDCNIkr89xXAr9s9fAlKtl8H1Q+XynRm1+hbxJYojiPG/aTDWF5iEcDLYQEI8N45UDfCejEI9IMzshxIIlAUx7JIBZhJxCK4CxoKZpZKcatfwH2HUIembfCfRStrX12qYZcbP9jEjciFBRvvsJP8D1/VnfE1QK4HqAwkkTmiPzC2DGl49cVxM1Y5yohlLgLOvHdTRBOcBVhnJ8mFHpBSOEEIuaFPEuQk6QBzAAJNMEMM0aClCuh1ecPYh4KVsooxVYazH19ncGZVGEjZO8s26xvcCpWClifQ+lQCUxYX3qzzSbiQJe38WtH0TbFOW5BGs24TuK0WovDtspJ4elmZ0QYsEydKEPTFeeZGGTAGYRcn0fnNZwo2lmIalGHnTYICDw5r7bxgYFlOvkpezN9tv7m6iJbfWfaTeAKRRdjF/M3xMnhPNcQhoPYLTrEdR34yiLLpVxSxVUGuH4LpqMUnKYQQlghBALlLUW2+EaUKfvXwwkgFmEAl9T8z0soOKjAxhjLDRbQUBQxJ/Hn7IKyignLxS2zTkEFEcGMJX2+s9orbBBOd++nSSkjfkFMLXWEpLVLsX6IArQpSLZ7m3s2lPD1QHapBTiUUZG5pflEUIIsTBIDcwiFHgK5eat/omjoyLtZjPFtIIAWyjhe3O/h/ILKDff2uw0259PpJMmJk7zHivl9ouHTbE8MQ/JzOF+R2o0UqyFTLkUmwdQGJTrsHtPjTBTZIUqynHwbUhaG5so+BVCiIVEinjbIwHMIuT7Cnw/zzCkyVHDFhuNGBvlhbemWCZw5n4Pp1hEu06rWV57S0i2tQ3aJnn/Gadn9h4wE+8t94BW2DhDRfObSF2rZ2RWoV1N0DiMjWIO/mQ7Iw88xlBSIU0tOvBwbUolG2FMZiIJIRYga15sZjffw54Efz+TJaRFqOgpxtMqKo0JowzfezEWrddjbBhjAVvqmdMk6nFO4cUMjBs32+pcm6YWL623xghonN72AxhdySdSmzTFiec3TqDeTEmNJnAMTmOEkSd2k8QOye5RVgztQZ+5DqIIZS09yRCjtZQVy4N53UsIIY4VGSXQHsnALEKBn7f6B1BJQqM+uSA1bjTJohgAU+6ZV8t8v1QEr9VcLq6TprP/15CkliALWwGMwm+jC+84p7cPtMLEGW4y9yUkay31ekpmFWVVp/HMLuJDNfA9TFDi4PYxDv1wGwbQaUxvckB2IgkhxCImAcwi5GqF9VvDFtOMRiOe9P2sUZ8Y5KgqffO6h1/00a4DFnTcJElmz0cmicG1zTyAUZqgv/17B8t6UVpjkxQ3m3sRbxwbktRi0JS2P0LjuX1gDMXNL6P5tvcRrz6dsKk5/ORBTBhRDfczKktIQogFyNjuHEudBDCLkNYa6wdYgCwlrE3eUZOGITZKAIWqzn2MAECx7GM9F2stOo6IkzYyMInBS5vYxKC0Q3FZ+/cOlve3JlJneFmImWP+c7yJnWdTnHu/BVlCYXUv2RnnUjn/FZx/43WU1q4mbhoaOw/j1w4yLOMEhBALkBTxtkcCmEVqYthimhHXJ2csTFgjSzJQ4FTbX8Y5UlAKWjudLDoOSdM2MjCpxYkb2MxgHd3WJOpxlVXLsdppLSE1SOYYW9RaPWAKw4PoscM4nqJy5ioOVk5nw0rNilMH2PSvryKtrKCxd4xscB+NkfntdhJCCHHiSQCzSFm/kPdaSTOi2uRfxCpqYJIUULjzmEQN4BX8Vg0MqCgkbnMJyannO4iU6+L3tj/CoGd1PygHrEU363Pe4txoZFgLbr2GE47hlV0oVjjccwbjj7HywrNwL3ktaE3tmf1UDz+d98wRQogFxBrblWOpkwBmkTKtDAxZhm2MTvqejpvYJMMqhVdtr5ncS3kFPx+wCNgoJI6yWd8TxRmq1cNFFYv4Xvub3Mp9RWyQ7whSUZNGPZ7lHZPVGikWKIWHUM0aTuAS9a3FKZapFF88b+2/eQtOT5ksTOn/8TdphrN/LiGEOJ6kBqY9EsAsUi9mYAzqpQFM0sCkBpTGnc8kasD3NdZrbTEOI6Jo9oLXNEom+s9QLDKH+AVHK2wxD8pUFFIfnlun3Hoj7wFTGd0LcYQueAwvexn9VY0+YhfW6tVFiq96Rf7F888xNja3QEkIIcTCIAHMYhWU8qLXzKCbkwMYFdWxqcEqRdA3vyUk11HYYjHvJRMnRM3Zf9HH9RAVt84rlnDn2kCvVAatIIpp1OZWn1Kvp2RGUTy8C5sZnHKBQ6WNDPRN3kLuuRrn5ZtRWqGikANP75rjQwohxLElRbztkQBmsQoKWK0hM3hJfVKNiq7X8h1K2iHoKU57iZlorTD++DJVSjw6e0AR1ZvYKM6DkFJ5zv1n7HjPmjghbON+R6o3UmwY4YUjeR1NucSIN8Dq5UdHUZVNp+FWAmyWMvTYU3O6jxBCHGvG2K4cS50EMIuUDYJ8dlBm8E2DRuPFWg5dH0MBeB6F4jwGIbUYv4DSCowhqc/emyVuhpAkeRBSmsfSVbkXlMLECWm9/QDGWku9maHqNdyohvZ0Pgm72MtUdcT9p67DrRQgy8i2Pz/35xRCCHHCSQCzSKlCKd92nBl8E9JoHrHvuNlqxR8U5jWJepz1iijXwRqDqY3Ner4J80GO+STqeSxdVXtb85DSOU2kDiNDlllUo4aOmzgFl7S8jN6KxplijEJhxQBObwks+IMvzP05hRDiGJIlpPZIALNI6WIRtJPXe6QhjXr04jebrV/+HQYwJiihnTwDk9VnH7Bowia2FcBQnvvuJ9Xbj1IaEyfYOUykrrdGKRQaw5DEOAWXsLic5b1T/3hr18VZuRwA59A+bCY7kYQQC4cEMO2RAGaRcktlrNZYY9FZQjiW/8JPkhQb5gGMKZTw5jGJepwJSq0MTPZiUDTT+WETk6QorVHzaKDnL1+eLyElGTpufyL1eBfecv0AZBluwWOsMMDq/hl+vFeuRjkaHTVo7Dkw52cVQohjxVjblWOpW1ABzK233sqmTZsoFApceumlPPDAA9Oe+8lPfpLLL7+cZcuWsWzZMq688soZz19q3FIrA2OAJCat5b/whw7VsWGUF/GWKrjO3Ac5jtPFSj6R2hgIZ58QrZIQE2egFG7vsjnfr7hyOWiNTTLcuQQwzRRjoVjLAxhdChjzV7B2igLecXr5atyyj0oT9j/6zJyfVQghxIm1YAKYz33uc9x000189KMf5Sc/+Qnnn38+V199Nfv375/y/HvuuYd3vvOd3H333dx3331s2LCBq666it27dx/nJz8x/HKA9Qp5t8U4xNTzrdSH9o1iw3w5yZR7mKIEpG263INynTyAiWYPYAgb2KQVwPTPPYApr+oHrTGJwY9mr7kZ12hmGAPlsUGsMTilgLi4gkIw/YcvrFqN15MX8h6UAEYIsYBY051jLr7zne9w7bXXsnbtWpRS/PM///Ok77/3ve9FKTXpeNOb3tS9Dz0PCyaA+fjHP8773vc+rr/+es4991xuv/12SqUSn/70p6c8///8n//Db/7mb3LBBRdw9tln8zd/8zcYY7jrrruO85OfGEHRzwc6GouN44luvM1DBzGtpnOm0jfnrcxHcio9rSUki9NGBkY3RsFalNb4K/rnfL9qfwWrXUxqcKNRbJsp0HojwzSbBOlYfv9ykcKyvhnfU167GrdaAJPRfGHHnJ9VCCGOFYvF2g4P5jgQt17n/PPP59Zbb532nDe96U3s3bt34vj7v//7Tj9qRzoo8eyeOI558MEHufnmmyde01pz5ZVXct9997V1jUajQZIk9PdP/4sziiKi6MVi19HR0WnPXegKJb/VKVdhkwSnmWcsnNpBTJyA0lBd3tE9/GoPplXEq6OZi2qzzOK0skA6cAkqc99GXe4vYl2vNQ+pRmZoqxleo5nCWA03DfMt1H6B8rKZ719evQqnp5QX8B7ch0kStDf/LedCCLGYXXPNNVxzzTUznhMEAatXrz5OTzS7BZGBOXjwIFmWsWrVqkmvr1q1isHBwbau8Xu/93usXbuWK6+8ctpzbrnlFnp7eyeODRs2dPTcJ1Kh0srAaAcTJuhoDGsthcZBTJxhlMaZ5yDHccW+HvC8PAMTz5yBiRODE+ZBlAo8vOLcG+i5vgdBAch72cSzTy8A8iUkd2QIJ41wApfUK9HbP/P9vf4VUCqiHYUbjRENHpzz8wohxLFgTb5y38kxvoQ0Ojo66TjyL/Fzdc899zAwMMBZZ53Fb/zGb3Do0KEufeL5WRABTKf+5E/+hH/4h3/gS1/6EoVCYdrzbr75ZkZGRiaOnTt3Hsen7K5SQWOr/aA0aS3ES+scOhhSjg9jkhTreOjy/OYgjSuUiyjPzZdlwiZZNn1KMo4NbjMvvNWFAr4/z+1PpbzznG02iNP2UqCNRkYwth+VJTgljzio0l+d+f5OEGCKVdySj5uG1J5fvD8LQoilpePlo9YBsGHDhkl/cb/lllvm9UxvetOb+Lu/+zvuuusu/vRP/5R7772Xa665huwEtqFYEEtIK1aswHEc9u3bN+n1ffv2zZqu+i//5b/wJ3/yJ3zrW99i8+bNM54bBAFBa+LxYlfwFKxYidV5AFOyTfbuHqI/rmOSDKMDgnkOchznVwqMT2TUzQZpanCcqQODKDboZh0D6NLcBjlOUm5ljZohUTOBysx/XkliiBNDeewgZBlOMaDuLZs1gAEwlWW4lYC0lrD/kW2sfN0l83xoIYRYmHbu3Em1+mI2fr6/A9/xjndM/PMrXvEKNm/ezOmnn84999zDG97who6fcz4WRAbG930uuuiiSQW44wW5W7ZsmfZ9f/Znf8Yf/dEfceedd3LxxRcfj0ddMBzHwa5cjdUuaSPGiZvU9h1A1WuY1GJcH6dv7juBjhQEHipoLcWEDeJk+oxIFKYv9oopFfHc+RUPm1b/GBsnNEdmb2bXaObRf6l+CLIUt+TT8JdRLs5+f9OzHLenAGnK6DYp5BVCLAzGducAqFark45u/SX+tNNOY8WKFTz77LNdud58LIgMDMBNN93Ee97zHi6++GIuueQSPvGJT1Cv17n++usBePe73826desm0l9/+qd/ykc+8hHuuOMONm3aNFErU6lUqMyjgHQx0gOrsI5LFjYgDvHq+7CNOiYzmEqFoDL9clo7fD+fSA1AMySOp9+XFzVCGJ9EXS7POwOje/pa4wQSGiM1YObdTPVGis0MpeYQ1hh0qUBWXt7W7it/xQCqpwDZMOn+fAu20gsiphdCnMSssXmLjA6vcSzt2rWLQ4cOsWbNmmN6n5ksmADm7W9/OwcOHOAjH/kIg4ODXHDBBdx5550Thb07duxAH/HL5bbbbiOOY/7Vv/pXk67z0Y9+lD/4gz84no9+wrj9/Ri/QFYfhTiiNxsiazSwGZhCBa/UYQDjKkyxVZMSRTTDFPCnPLc51swDGAWUe3DmGQfoZcswSmHidKI530wazQxTrxOYRl6rUyqi28w8VdatplEM8mq3sE46Moa3bO4dhIUQYrGr1WqTsinPP/88Dz/8MP39/fT39/Of/tN/4rrrrmP16tVs27aN3/3d3+WMM87g6quvPmHPvGACGIAbb7yRG2+8ccrv3XPPPZO+fuGFF479Ay1wxVUrqHkFsthgwyZBPEpaC8mMwhR7KM2ylXg2jqMwxdbaaZa2xhWUpjw3rtUn5iDZYmXe/WfcZctJWuMEkrGRWc+vNzK8kYO4pPkWasej2NfX1r16V6+k7vhoV+GmIdHBw10LYA7XLGNNKHhQ8KEU0FFXZCHEyaMbs4zm+v4f//jHvP71r5/4+qabbgLgPe95D7fddhuPPPIIf/u3f8vw8DBr167lqquu4o/+6I9OaF3pggpgxNz0ruhhrLXTKB2uU4rqNA7XMY4Lq9ZSqnTe18SWKiid94KJhkaBlVOelzRCdJyglIbK3Ac5jguWryBpjRNg7PCs5zeaKd7YIRxSHN8h0x7Vle3dv7C8n8zx0Z7GMQkjO/ZRedmmeT/7uMMjKV/98nbsyCinXH4eru/iOnDBqRZ/nrVBQoiThzEW0+ES0Fzff8UVV8zYPPQb3/hGR89zLMiC/yLW16NhxQBWKZKxMC+0HW5itYfasBHf7fyP1wYlcDU2y0jGpm/vHzdaGRitoKdv3vcrD/TlM55Sg9sYnvX8RjPDbYyiTYryXRLl0d9mAKNLZTJdwCl4KBNz8Lm9837ucdt3Nvjnbwxiv/EV9He+Se1v/xaee5YktRxcvH0ThRDHUTe3US9lEsAsYpWChuUDE71gTKNGUkswXoC7YeO861COZIIy2skHOs4UwGQjo3nRmOosgCn1lcFxMInBac7+G7/RyHAao/kW6sAl9nro62sv86S0Jin14RR9VJpS371v9jfN4CePDvOt7+4nOTSCl8VomzKyfS/1L/8Lw5/7R/Ydyk6K/6kIIcTxIAHMIuY5wMAAVjuk9YisVidpJpigjL92TVcCGBWUUa7GGoOpN6c/cXQYhUX7Dk4HS0jF3tLEPCQnGpn1F36jmVEIRyBL0QWPyKtSKrT/wbPKcnTRhywjOzD/AObwSMxDjw5jUSzPRqj2aNT6dRw65RWkjVH853/K/seeox7O+xZCiJPEiRjmuBhJALOIaa3Ra9ZilEPWiImHahgD9PTir+zPA5xOVSoTE6mzxvR9WVRtBKzBCTyc8vwLYf3qEfOQ6mMkMzR5tNbSaKYU4hHIDDrwSUvL5lRA7PT1o4sBNstQhw/OO0PyxNY8O7VyVQ+9zX2U6oOctrLORZdV6ClHFEb34m79MYNDkoERQszMWNuVY6mTAGaR8wbWgOuRRhnhwRpWO9h1p1ApKrTuvGDUq1QnMjB2hgDGqY+ABR346OLUO5Xaup/vQqt5nh4bnXEeUjM0ZAaCqIY1Garg4/TMLXgqrlyBLhUgy/IBks25p0iiKOPZ5/Mt3/0rSzjbnqCYjrK6MMSmXd9j2QoPnSX4z/yU3fvGOi7OE0IIIQHMolcc6MP6BYyxRIfqWOXAxk15fUwX+L29aDevgVHhDAFMcyzPmhQ83PL8AxilFPTkS1C2XqcZTp8HbTRTSCLcuAmZQRUKBP1z6z68cuNqjBegHYVjQg7umPtwsq3baqSZpa8vwBnajT86SCEZpaibOKRUVvfgmAR9aB9q17PsG0rnfA8hxMlDinjbIwHMItdT8aFvGaBIRiOs4+KcejqloDvbdYNqD8pxwIKqT13Em2UWp9GaRF0IKHTYQM/09GEB02jSaMTTnjdewOuoDLBYz6O8YubOvS9VWbWMRBdQnkablP1P75nT+7PM8sTTebHxmpUO/v134o4egCzKB1yu34gzsJrC8gpOFuM/8QA79sxe2yOEOHmNb6Pu9FjqJIBZ5PKdSMsx2iNVLsYv4m3YQHHqhrlzVqiWUf74QMepO+PGiUE18+yMKhbxO7y56suDEBvFNIeGpj2v0cxwasM4GLTrYJRLdWXfnO7l9fYRuyV04KLThNrOuW2l3r6rQb2RUSwoyvd/iezBB7DDQygv39puygPoUonSxpVom+LseJb4wH6Gx6YPzIQQQsxOAphFrhAo1MoBjHKw2kX1LSOolil03sMOAD9wUa1Oi7oxdQYmigy62QBAlcsUgs5+rNxl/ahWM7to//Q7gxrNFL8+jLIZytMkePSsrE57/lSU45BWB3CKPjZNyPbPLQPzxNY8+3JGXwPn0G7sWA0d+BQ3rOSws4rhbXtJ8fHXr8ZxNOw/QGnfVnYPzrCjSwhxUhvvxNvpsdRJALPIFT0Fq9cxvvFGrV1PuaDm3cr/pXxPQ6G1JNQKUl4qjDJMI/+FbCtV/A6DJ29ZP8pxMGlGNrR/2vPqjYxC83BegBt4JE6RcnUey1cr1qGLPjZJ0UPtb6Wu1VP2HYxQCnrruzGNJhpwqxWcs1/O8KZL2DPqsfeJPaR9y3EqJVTYpLjnWRoHD879OYUQJwVr7cRAx3kfJ0EEIwHMIuc6CtZswCqdzyE69XRKfvf+WH1PQWsitWpOnTUImzFE+ZKI6VnW8fbtwvJ+rONg4gw9Nn1RbaOZUYyHsa0AJitW8yzHHJXWr0cXC9g0xRk+RNbm2vHuvfm/j4F+n2zHs5jhURzfwauWGKlsxJ7/WpIVGwhTl9GdB9C9PWgNat8gHB4kSaSYVwgh5ksCmEVOKUWwfgOm2IMpVdGnvoxyoXvzdnxPQSHfVWTDcMqovjFSx7b2O5u+FR1nf4prVqIclyxMcOrTz0OqN1KKUd7EThU86JlbAe+41WduwJbLeSA0NsShwzPs3T7C7sF8y/WanggzfAjGaqA1asUymitOY2C5y4arfobqymXUIp80SUgbIene/ZRG97L/UDSv5xVCLG22Cz1gJAMjFoXC8j6cc89FbdyIe+rplLo4HNRxFKZcBsBGEXF8dGe58OAQ1pp8jEDv/IKII5XXrcS6HiZMcRvD0/6H2Ghm+OEYNk3RgU9h5dSDJmfTv2YZabkXpRQqCtn33PTLVuOMsexp1bFUm/vRcQMTJmAMLF9NZcMGegqKl20IePkv/zz69FfQXL6WLE5pvLCXwqEX2Hdw6iU5IcTJrePlo9ax1Mk06iWgGCjC970fpSx4RQpedyce22JrNECWEQ7XCFb1Tfp+dOAw2lq076Ir8+/CO668shfjFdDGokaGSDPwXvKTmqaGMExxmjVsmkFQoLh69bzupx2HuHcNuuBi05ixF3bDq9bP+J6DQzFRbPA9jd37AqpZx0Yp1vNRp56BU+5hoDfPkPmFgHPffBnf1itZ+9gT2IODmK1PEb/iANZ2nrESQiwt3QhAToYARjIwS0AxcIhVmZAKpUB3/ReiLVfzKdMmozFydNYgGR4Ca3F8F12Z2y6gqRQCB9WXN6SzwyM0oymWrZoZOg0hCrGZwQYBPRvWzvueUd86nIIPSUK2b9es54/Xv6zrMyT7dmNHx1Cug+rtxdtwOpWSpui/+OfQX9WsOG0d9c2XgdY0X9hH4cA2ajP0uRFCCDE9CWCWgIKrKHiKoqcm/dLsFluo5N14s4x4ZIqt1IcP5l14Axe/g0GO45RS2BWrADCjNWq1o2tSGs0MLxxDxXkdiSmW6Vs9ty68R7Ir1+c7kdIU59CeWdePx7dBr+IQhHVslORB3KoBsuVrGZgijrvk5UWGznwtFIpEh5uUnvkhu/fLdEchxGTGdudY6iSAWQKCI/rGdasD7yTFCsrJ5yE1h48OYHRtGLDowMdt7VjqlFqVZ1PSekhjimZ29UZKqXEQ0hTlOWSVfgrF+e/f7tmwHlUqYLMM9+BuohnqeOPEcOBgHjgVa3txojGyeoxRDu4pmyit6J8ykCwVXUob1xKvOgWTGrKntzG8b+6jC4QQS5vUwLRHApgloOApaP2+7OYOpHGqlA90xBiikdGjvq9ro/kgx6JHsdKdACbYuBGrFFkjJjx4dFHtyFhKMTrcKuD1MNUVHd1v9SnL8xlMFpxD+9l/ePoZTHsHQ4yFahGSwV04UYOsHpE5Ps65F7KyOv2fwekbCwyfcxnKdYkPjVF+9G7CmaIlIYQQU5IAZglwHc3yHk1fWVHusAvuVHSlB+05YC3x0NHbmnUjD2pUEOCXu7MFqve0DSjHIQtTsgNHN5cbGU0ox8PQCmB0//x2II1b0eeSrVybz2AaOszgwek75Y4vH62vNEnHxjC1JhZQvcsonnn2jFmw0zaWSE85C6rLiA6H+NseZueeqUc0CCFOTjLMsT0SwCwRp6z0OG21f0x2tPiVMrrggbVk+w8c9X01PsixXCTwO+xi11JevxocBxOlMDR41PeHRxKK4TAmzVCBR3n1mo7u52hNtOYMtNbYsEnjhe3TnjtewLtCj6KbI2S1EKtdvNPOoH/5zBmogu/Qe/o6wv712MxiDx6i/vhjHT27EGJpMaYbAx1P9Kc49iSAWSKU6t74gJcKSsV8hw5gho/OwKhGvjPJlnsIujSDqdhffXEG04HJ84mMsYyMJbj1EcgyVOBTWr+u43uGKzbhVHxIU5ztT075N5iR0YTRWopW4DWG8JIa6WiTTPv4Lz+fnjYmGaxfV6Zx6stRQUB8sIa381Gi5CT4v40QQnSRBDBiVl4hQBf9fDpYbWTS95LUQLO1k6ZSzUcbdEEx0OjefEeTGpqc9ak1UtIkQ4+2intLJaqrO2+gx6pTcHpK2DSjuOMJ6uHRAcyO3XmwtnogoL59O6pZJ20kpH6Z5a/a3FYQecraItlp52CKFaLDTbxdT3PgUHe2U4eJZXDY0owtNmpiDg9iU6mxEWIxkSWk9kgAI2bllwJ0qTUPaXRyABM2M2zYCmCqfV27p+sArV4wHD6MOSIfOjKa4Nsm1OoA2L4VVMqdp356Vy5DrVyJBfTO59h3+Oiuwzt2t+pf+jIYHiQZrmNdH7V6AyvWtdfErxA4VM46nbhnABNnmAOHGH7q8Y7/h5Nmlu0H4NCoYc9zezn09FPE+3eT7XlGghghFhHZhdQeCWDErPxigO7JxwlQGyXLXhxCWBuuQ+tr04UxAuOUUtjleWFuNlojjF4MYIZHEoqmTlZv5uMLlq9C684zP+sGPJJNZ+X33HeAfS8p5A3DjH0H8mCtJxslCIcndh/1nv9y3DkMklyztkzysvPA9wn3HMbd9pMZt27PxlrLriEwYY3eg49QrO8hjg2H6orGWJNk1zNkiTTNE0IsHRLAiFkFgZtvMQaIQsKDL26lrh0YhSzLG91VuxfAALA6b+ef1ZrUR18MJkZGE0pmlKwRgVKogfl34D3SimUeI6dfinI0ptEke/6pSd/fuaeJtbB8mU9j5wvo5hhpMyMuLmNg88vmdK+Nq4vEmy/FFHuIDjXQ257g8Mj8m9rtH4VwdJTijh+RPPMYje3beW6kzDNmEwfqiuHDNYae3UqtJgMkhVjoJAPTHpmFJGblewpTqqI8jUoThvccpLwqD1bqgwfAWpTvoHo768XyUt7ajURKkdUiagcOs3JVHkQNjyb0xYewaQpa46+feW5Ru7RSsP5M3EqRZKRO6an7Mde+aiK7M17/smFtEb71OKbeIA0Nav16qqfNrYi4EGh6z9yE3XQG9uGDhE9vRz//LHbFeXMuxh5tZIweOAQHdhP/9EGiXftoNBSq/h2yzGP3pZdyymk+ZUIajRruKy6h0KXdYkKI7jPkE6U7vcZSJxkYMSvHUSRBFe27qDRhdN/wxPeiffvzMQK+g1+dfyv/qVTPOBWUwiQpY7tf3Ik0MppQGduLbe1AKm/Y2LV7blzfg149gAKcbU8yUs//J5BmdmL7dE/B4O9/nub+Okmhh5XnbsJbPrfPrpTijFPKpBddBp5PuG8U88SPqDfT2d98BGsth/YepDl0GPuj73PwGw8w/MOnSZ5+HrXjBQo7tmI+fwd7/t9DNEfrqF3PMPrIj0jD6fvcCCFOLMnAtEcCGNGWrNyH4zlgMup7Xmwslx3KdwjpwCOoVrp6z54Nqyf6z6TbnwegGWbEYYI/tDe/b6VMdaB7gdPG1R7ZhtPzhnZ7B9k3lAcUe/c1SVJLqeiQvvAktjZGeLBJXF3LmiteNa8t7Mt7PUoXXYBe3o9JMuIf/Yixw0d3Op7J0EjEwef3UPvHf+bg5+/EHh7FKQb0rO2j/9y19KztwSWl9sgzPPeNrdQPNbAHdjP60H1kY0dviRdCiMVCAhjRlszvRRfzYCIZfDEbYkeGWoMcPYJSG01Q5qBUKeJUWtfcuwNo1b8wSja4P5+e0L+Mcm+pa/cMPE39vMsASA+PMrI7D5R27MozFmtXFfGe/hHh/lGs41E49Qwq55w+r3s5WrFx00qcCy8AoPnUCzT3D5JlR+9+eqksszz5zBg/vm87Y1/6GvaH30dnMYW1vfT8/BW4F59P+rJzKFxxGb2bNxLomGjXIDt/sIPmSIOoGVPftvWk2GopxGIj26jbIzUwoj2VXpxSAWwdjphNpMfybdU68Ch0aQ7SuEKg0NUq7B9BHdiLMTavf7EjJINDWK3Rm07H97obh/decBGR72PimODhb9O44F1s35XXv/TYEfTgNpqDNbLeVZz+85eh9Pzvv6zqMXjFG0nvuousHtG86xuMbdxA3/Ipxlm3DO4P+f4Dh6g3Y9Y98T0Kzz2KyiJ6Xz5AtuUN1HrWsUttwKJY1XyOgZdblhdchh7eiXn+GXZ/z2PN64s4WlE6fAC3f2Dezy+E6D7b6qbb6TWWOglgRFu8ah+6XMwLdkeOmA59OJ+mrMvFjqZBT8XRCrV8OTy7E7v/AKPDDUZGE5bVd5EM10Bp9Dnnd/WeAKesL/HcyuWku/fiPPsY//iNQeIww/c15e330XxhHyZTZCs3sPKiczq6l+dqBs7YyL6zT6f5yFM0v3sfu674ecrVMp43udA2DDN+/Mhhtj5bw1rLquFn8Z74CXrkIL1nLqfwygsILjiXVWtPZW1iCUPD4ZFzCcf6qZQKLIsiRh7dhX7qp4zaMbj69RS2b6Nn2cpj1sVZCCGOFQlgRFsq/X1ElQpYg2p14zVpim2NFnCWVfGPwU+TWr8RHvgp2dAIux95jmE7wJrtT9AwBmd5H9Vzz+36PXvLGrtxE3b3XuzunaA1y5f5nFUdwv3O44zuGoagQPmKn0E5ne/m6Vvex+jVV9J89GnSfYeIf/gdvrLXY2BVlQ1riwSBZuuzNZ7bUSfL8r9VLfdieh76DsHebRTXVCicuh7z6qvwN67Dcx0KJYXqU6xZXebgwRKNQoDyeyhl9xI++hzRtu1Ed3+bxlWvozS0H3f5qo4/hxCiO7pRhCsZGCFaegb6iCo9YEGNjWGNYXTPEDqOUI6CarUrzeReKh3YiNtTxCQZtQd+wOjLrmbNCy/ku4TWr2P1aau7fk+tFJz3KtQPf0g2PMZ5e77Ohne8i8P/9FVGvvcIWQZ2YBWnvvm1XblfEDj0bL6AxqnrCJ/bCT/4LtVTLuapZxVPPTs26dzly3zOOrOPPX/ztxR3Po5XgPIpy6lf8U7Wn3k2vWXvqGxKtVolXl1mf2+BA5FBZR7Z409Te3Y3wbpHOYxh+dVvQ3ewFCaE6J5u1LBIDYwQLX3LCuzrW553FgibNIfHGHx6EJ1GuEUPU5y+ZqMTlU2n0hzoI3xuEG/rw/jrLiDen2d97LkXUip1d9lq3LJXXsShL/aRjBymdPdXOOjExN9/gGSohqpUcd/2dvpWduczK6VYtm49tde9mvCFPSTb97Bu+HFKZ17Jzr0JjTDj1A0lzn5ZD9VqwHf/5TGqT/8Qxkbo2bya+FVXUT1n85TByzi/VGbVxlX0972K7XGdocEhktFh6k/vwvEd9od3supn3sDyZcdmorkQQnSbBDCiLZ6ryPrXoF2NTRIO7djPwadewM9SnB6PpKe7TezGLXvFeYSnnQHP7iF97gXWnP0AWT0C36d6ySXH5J4AG16+jt2XvYXg25+nsWMY/bmvYKIYPI/gdVs46xd+pqv3K5QCyq9/I6Nf+zbJ/kNEP7ifl20+h1e/5UIgD3KS1PLg4zUqX/4k7N1JcaCMOuNszKuuZqDPnTXwcCvLsEnExiu3kO7cxdD3H6O2fYjSpgEKOx/l2//Uj7tmA684t5czNpW7FshYayUoEmIOrDFY09mE+k7fvxhIACPaZvtWo32HLMoYeX436fPP4MUxbrmKWd6dbrgvtWKZx/6r34nz/QdI6yHB9+4mthZ3eR/rNp9xTO4J4PsOmz/4K+xcVyK84+8w9QYoRenlm+h727+mWA66fs+Vp21i5OKXM/KNHxBtfY6xhx6ksnoNhYE11BoZ2370DOqrf49+7im0gsrm02m89m2sWlmi4M++/KOUwusbwKQpa956NeEz22nuH2X4yT0MXHo6L4t+ymMHe/jOfQlPPj3GJRcuY/XA3LfGN/fuZ+9Xv03WbBJrH2NTes4+hf5TV1EqB+hKP7rSR5pZtOKYLD0KsZiZLuxC6vT9i4EEMKJtwfKV2IJPFjYJd+3C3fMcGINTreCu6c48opdSSnH6q87k6bPOIPvJY0T7DqMAferplI5BEHGkvopD+V3X8VxzkPgnD6E9B/3q17L+5acek/t5nkf56p+j9v2HyMYaHP76d8jCGP9VP8vIAw/gHtqFfuwRrM2onreR6LK3UdpwKssq7S+jKe3gLxugYjJWvPln2Pt3/0Jz12Eap4ywfGOBS8vP8EC2mQOHIr76rUHOeVkPl76yH8eZOciw1tLcu4dDP3qYA1+7l6RWxxZKeI5FmYTDjz2KuuY1jPb1EJvtvNBcwQsjFXzPYd2aIuvXFtm4tkgQyIgDIUR7JIARbSuvXE5SDuBwg3T7C3ijBwGLHliJu3zNMbtvwdeUfu4XCR95EtIM5Wicza88Zvc7kudqNvziv2bnwUFwHDa+5dpjuhyy6oLzaV56Hoe/8zDx9j2Mff1bFJ/filPsIdt7EBXFuMuXEf3MWyicewnL+1zcWYKLl9JegL98Datfv4WxHz/K2OPPMfTgc6y0MYVilZ8/5wCPmdN5eluNJ58Z4/BIws++diXFwvTBxaEf/5Ddd/wzta07sCbDWdZDqVrA7akQxw7R4SZ7736U/je8kpITsykboRz08Fyynue2G57bXsdzFS8/q8p5Z1clkBEnNSnibY8EMKJtvauWMVIqgR3Cbn8e3RhDF13iFRvoX9l7TO996psuZ+zTK0j3H0IXAk55Y3d2ALWjtHo1Z3zgt7EK3GrfMb2X7/v0/3+/BpXPMXr3j4gPjILZjs0U1oIqFHDPPhPv1W9gzXKXnuL8ftFrLyBYvYn1v/xmtv33z5Pu3cvI0/upJCk2jLjk59eyce0A9953kMH9If9y514ufEUva1YV6am8+L+NODHs+vFDHPjU35M8txNVLOK9/ByCM9ajh/ZiLRjfJ9s/gq6NUr/rPqqvO5MiMT0MsaF4gL39r+SFkTLDIwkPPz7CE0+PccF5vZx3dlVqZ8RJSbZRt0cCGNG2nt4iqprvvNGHD2LjGLe/QLR+M8t7j+0WXOf/b+/Ow6Sq7oSPf2/d2qu6qul9o6FpEBSw2aQlGFwgIi6BxDdRQ17RMTpmSEbFoKMTxUlmgiMjOsk4kjyPUfMajTGPYtTEBFFQFJs9LkizNXRD70tVV1d1rfe8fzRUbBuQpemugt/neeqBvvfcc3+H08399T33nqObMZ07Hr17I1p2Dp6igZ23RPdmDch5NE1jSEkptgU3oWVk0fn2elQkhDIpNF1HH16C5f/czOiyjFO+uJssNrxjJzPshg72/XYVseYGYm4dQ1Wz/6lfUTT3Wq6+bDSrP2jHH4jxXlXPpIUZbjO5OXYMTZFRswHtzy8Tr6lHdzrxXHAOttJ8lMtF3FZMcPc+EuEuzA6DWHuIECYa/tZI3oRirKEOzEaAIrWJgpGTCbuK+NunnXT4Y2zY2kFza4QZF+Zg6eeZloVIdZLAHB9JYMRxM5k0jMxDF/JwNxgGliEeXOXlA/Kb8vAF17GnqYkhsy45o38zN5vNePILcd34HfaZzPh31uE+dxSur3wVZ34OQ7Ic/dZ+3Z1J9oxLCNX7aH37Q8K+EG5HiASK/S+/QkbFJK64eBY766LUN4Zp9UUJK50DzWFGHfgretW7hPc2otnt2KZfgL3QiSnoB18LiaiBzamjohEMLQoeM8G6JmKBIPHmFnInDcUR82Nqb0Y1HcQybByzZlzGgfoIG7Z2sK8uRGegkZkzcvGcwHM+JysYivesdO4243aa5eFiIVKcJDDihBiHn3UxEj3LCuTnU1h++p5/+TzvqJFM/NXjwNlxYdFdGYy4+buoUCeaJ/uU1lw65nk8OZTMu5zA/mYiu3cTbImj+/yYPWHaooqGWj+JKZdhs+nkOWJYm3eSue4lEvsPEOmOojuceKeNwz06l0TMIKHrdAcTmLQ4nmwrnopziLe1EdpXS8BhomNHI/7OLiKdYfKmFONKRNCjLeg7N+L3t5Iz42pmX5rHO++30u6L8sc3G5j51TwK8/t3sVCAeDxOfX2I6powdfUhDj82oJs0Mr0Wxp/rYcSw/nulXAyOw8+DpEs/GhgY6tRegzaQ16iF6MU0dDgK0AwDBcTLx+IegN+OD9O0s2s4QbPa0Ky5p/08eu5QzrnpGvb+7k2Cn+zA6A4R7gwT+6yBBFuJvL4Ki8WMK9qJ1h0gFo8fei3bS+aUcxkyuRxDmUi4XcQ9BTidboYMK8aWk4OK9Nytc9fXY696n4zRHbR++BkdLUH2r9pDdqmDDK9CjzRhamwi2FCHPuNq5swczXsfttPSFuHNtxuZdkE2Y0ZmnHJb49EwiVCAroMNdDbUk4glsEay0VQObredUChBwlC0dURZ80ErH23vZPL5mQwt7r87X2JgGLEo4bq9RGp24ayYii0nPZbMUMapDwGdYv6TFiSBESfEW15OWDehEgZmpxXH+IF5G0icXpqmYS0/j3O+P4TmDzfiW7+FyN796CpOzB/A3NmFZtIwmU2Y7DqWzCE4L7wAz8RxuPKysOUVoXtzwebsc5HX7E4AHCPPwT58BLGOdjxTd1H/0pu0HfTRsi9MSA/izjRhaWlCr29F219LsPIyJk6fyd5ajd37elbg9vljTJ045JjDOyoRJ9LUQtu7VXQ1tBO3OYmZdcx2M65iL26vGUKdEOwkI+CDSJghuk6FzYF5SDHWr0whbMti7/4gH3/WSbsvyqp3myktdjL9giycTvlvM9XFQ12Edm0nvHcnkZZ24r5OYjFF3hVfH+zQRD+Sn0RxQrKHFdLisJLoCmPJ8lAy/pzBDkn0E82ko+eUkDc7DzxDiLccxBwLYmquI9ruA10Ht5dYZgHWkeeSWVqEY0g2Jncmmun43obSzGasuXlYc/PwXliJf+t2dr6xkaY6P92hJjK6DqD5WyHeguWzA0Q/+ICsOd9gzLDhbK+J82l1J8FQnIun5WA299yNU8pAhUKEd2+nffUqfNt2E2joJG5ooGmYMDBpCpOmCBkJ2swaFpcFDYVCQxkGiWA3RncMI6Ewu2zoWV6cZcO48v98i72m4Xy6s4vagyEam8NcODmLkWUyrJRqYj4/vqotBHfsILirmmh7gHhXCKVpGBYHmTmjyBvsII+TPMR7fCSBESfElZmB7skg3hWBkqE4PO7BDkn0M91ipWD6Vwk2NBKMmfCFNGK+BnSXl5yiXAo9JnSr/biTlqMxmc0MueB8pk4aS836XXy2uZ7GxnoKWv6GXreLmK+T6IaP0D7eRebFF3LRV6Zz0GcnehA2v7aDscN1zMF2IvUHCOyqoePjfXTV+VCGgaaB0+PAketExRKohEGsO0bUFyEaM4h0mFAmE0rTUboFk6ajo9CIEwt0Ewt0E9rXTNuHH2OrGM+Fc79FdaSA1o4Y737YSu3BEBdV5mA7jhmQ+4NSikAwTjhsEI0axOIGOVm2Xq+0n61ivg6aXvkTza/9hWhrKyoeA6VQJhOGbsOwO0mgSLR0D3aox03mgTk+8t0vToimaejjxmLVd2KdcvrWIhKDS9N13CXFuIGepwb6f9Xvz59rxEVjKLlwNFt3J9hT903yWj8mf9urxD76mGhHF4E338G6+W+UTa/A5rWhWzT8+wNEm1vprm8nuL+dRDiB7nTgHFaA99wi7FkOjJhBPJYgGk4QjOqEDDfdQYjFNKL2TJTFiW43Y8nJwp6TQZY1gKP2M4y9ewl+sptIe4DQh5sIffQZGdMvR02/lqbWMPvqQrS113PpRbnkZp+eGaHjcYOG5jAH6rupO9hNIBjvUyY/18bI4W6KCx24XfpZdVcoHgjQ9Ps/0PzGW0SaWyEew+K2Ys3LQPO4iTu9JNxeDGcGymJDGzF8sEMW/UwSGHHCiq+dS+izreTO/tpghyLOIFazRuUYM8PzTWyvnUJ13rmUVryLa/2bhP62i2hzOy0r16CZNHSHFWUo4uEYmC1gc2E5pxDPjMnYykvoCpvYHzTT0W1lT1c2AXMGefku8rKt2O3mnqElQyOuIKI0IkoRNhuE9DhDis4l/4IDFF5+kO73q2j/4BMiviD6qj9i274DbeatNJsy6QzF+ONf6pkwNpOKsd7kkNap6ArG2bs/yMHGbppaIiQSioShiEQhZmg47SacdhM2i0YgGKWpJUJTSwQAh10nJ8tKaYmTEcNcWFNg/pzT8fZPuLGFpldeo+W1PxPz+yERx+K0kjmhDPeU81C5JQRNHjSzGZORwKTioAxU/ulZcPZ0MAwD4xQXYzzV49OBps6G+0xH0dnZidfrxe/34zk0QZsQIjX4Q4rd9YoOXwTn9new/vUlYi0+4uEEaCaUbganG724GG3MGGJjKwjG7XQGoStiRtNMWMwaFWMzGTvGc9QlF6JxRUeXorkTfF2K7qiBhTB5NJLVXYuprQHfn9bi+1sN8QQErVkcHDeH+vKLCGgOPPYEpfkmLp2eQ3GBo1fdSqmeKQc0E4lIhERHO0Y0eugVEQ1ryVDiSudAfYhde4PsPxiiOwLROERigKaj2yzYHTa89iC5iRa8gf04Wg4QdmbR4i7ngJFL3NCxWRV266FFO80a5cPdjB7pJifr9K4ZBhCJJGjriNLWEaW+KUK7P04gmKArmMAwFG6nGbfbhMdlxpNhwuUw43T0JFzZQ6xfmvwZ8Ti+DzfS8NIf6fzoU+gOomFgdtrwjCnGOeV8oqMq6HANI6bsOE0RbKobixFBN6KgFKacoQwtP/k12wbienH4HJffWIXFemrD87FoF3/9TeUZfX2TBEYSGCFSmlKKWELR5o/R3dGJEewiuq8Os9NOzoRz8WS50U1//y1fKUUioYjGFFaLdsJ3RiIxg2a/oj2QQIU7yAnVYA00Ed+2hZbVW+hu6UKZdPAMQU2ZhumcczDnZqHbdSzxEC4jiDXYQXzPLiI1B4k0dRDvChMLRVDxnsRFAShQuoWE20PEm0c4s4BwXjFG3jBcHh23uRt3pBXHgR2o/fuJtfiI+sMY0cTfgzWZ0MxmzB4neo4XLTubUH4Z1Y6x+OwlOB1mcrNtjC53M2KY65TXmDIMRVcwjj8Qo7U1Qm19mJaWAHq4C6cWIkOPkGEN4zTHMFvNWK1mlNlMUHPTiQef4cQfshAIaYS6FUY8gVVX5AwxM7zETnmpg+ICe88UDXFF84aPaXjlNeIfb0ML+DGRQNPANsSJe0wJlqkXEC8sJ5RZSmsii3DETDweJxrpeVbIMAw0ElhVjLLSDCZXnPyM2pLApB5JYCSBEUIcQ2dXmGB7G1r7AczVGwlUbcP/2UEiHeFkGU3T0O3mQ3dcFEbcOPpbIJ8fTjnWf78aaLrpUNLzuWN1HXOGHeJxEt3R3vsP0W06Zq8TU04OscJS2orPZ1/G+QzJcnFuuZOifAeeDPMxkzvDULS1hWnYUUv3R5tJ7NmB3ngQU3cQk4pjisdQicTfJ7WkJ17N3PPRrRZ0mxmTw4bF48TsdaN73MQtTuL2DGI2N2GTi6By0R0zYQoF0LsDWFrrsdTuIVHfiAqGgJ66TVYd17Bs3OefQ+K8ifhyxhCI2mjxafi7NJQ69jDVpPGZTByfecwyxzKQCczX/u/6fklgVv2/aWf09S2lnoF54oknWLZsGY2NjVRUVPCLX/yCqVOP/qDoSy+9xAMPPMC+ffsYNWoU//mf/8mVV145gBELIc50Hrcdj7sYSotJjJ2Ia3ot3m1V+Naso2v3QaKdEeLdMYzuOApQmglMFpTbiSosIj50JEZ+CSq/ED03B4cexaF1Y4t3Ya7djdq/j3hTE7GOAPFAiEQo1nOXRdPQzGZ0jwt72VCGXFiJe/Jk3COHY7JaCQdDBOrqCX72KaFde4jW1ZFoaCHR1tYzXNUcgOYAbK/By1omWHQsmW4SOdnUZucQ92QT9eaTUBpadxBTdwhT0I/e3YWpuwv8PgxfJ0Z3zxDM4Xs3xqHPFylNO5Sc9fypVKhnzmyl6LnddOh5mC8cpwNfvFQfvsdk0k04irJwnjccvWIiTZnnsiviJRDUiO7RDqU2h9bnyraRk2XF7TLjcvYMUVnMGrre80mnB5zlNerjkzIJzIsvvsiiRYtYsWIFlZWVPP7448yePZvq6mry8vq+vf/BBx9www03sHTpUq6++mqef/555s2bx5YtWxg3btwgtEAIcabTLVYcJSNxlIxkyFXfIREKoGJx4p0Boi0dmJxugsrCjjpFh+aiM6QIhcFu03DYTWRYTLhzreQVOLBZwPyVS9FNPcNeDqsGSmF0+sBuR8UViWA31iwvJqu1Tyx2lxP7mJHkjhnZa3ss1E3LxzvoXPc+kZ07iNfXk+joRMUSRFv80OIH9va059Dn8/okKBroThuW7AzMebmo7GwS1gyU04PuycSSmYnVOwSL1YyeSKDFItAdxOjsJNbRQay1jUhzC7G2DoxQEOJR1OG7N4emi9X0nqRH082Y7FYsJfmYR41EGzuBRME5dFs9aCYTWVYThVYTVkvPx2zRsFn1AXudfcD0QwLDWZDApMwQUmVlJRdccAH/8z//A/Q8QT106FB++MMf8i//8i99yl933XUEg0Fef/315LYLL7yQCRMmsGLFiuM6pwwhCSHOBpFgkK5tW+nYsJHQrr0k2jswuoIkgt09o1I2CyabBZPdBg4H2B0wJBtjaDnx8nHYh42mqMhBpst00otcKqV6khZIztVistkx4jGMcBjd6cJkTpnfqfsYyCGkWTe8j/kUh5Di0S7eemH6GX19S4nvlmg0yubNm7nvvvuS20wmE7NmzWL9+vVHPGb9+vUsWrSo17bZs2ezcuXKo54nEokQiUSSX3d2dp5a4EIIkQZsLhe26ReRPf2iQYtBOzQkBsDnEhXdakO3nv43pdKJofphMcezYDGklLjv1traSiKRID+/90Jb+fn5NDY2HvGYxsbGEyoPsHTpUrxeb/IzdOjQUw9eCCGE6EeHn4E51c+ZLiUSmIFy33334ff7k5+6urrBDkkIIYQQJyElhpBycnLQdZ2mpqZe25uamigoOPIU5gUFBSdUHsBms2Gzya1KIYQQqUspA3WKM+kqGUIaGFarlcmTJ7N69erkNsMwWL16NdOmTTviMdOmTetVHmDVqlVHLS+EEEKkAxlCOj4pcQcGYNGiRSxYsIApU6YwdepUHn/8cYLBIDfffDMAN954I8XFxSxduhSAO+64g4svvphHH32Uq666it/97nds2rSJX/3qV4PZDCGEEEIMgJRJYK677jpaWlp48MEHaWxsZMKECbz55pvJB3Vra2sxmf5+w+grX/kKzz//PD/+8Y+5//77GTVqFCtXrpQ5YIQQQqQ1pYxTHgI6G4aQUmYemMEg88AIIYQ4HgM5D8xF81ZjtrhOqa54LMi6lTPP6OtbSjwDI4QQQghxIlJmCEkIIYQQoIx+eAvpFI9PB5LACCGEEClEFnM8PpLACCGEEClEHuI9PvIMjBBCCHGWe/fdd7nmmmsoKipC07Q+6woqpXjwwQcpLCzE4XAwa9Ysdu3aNTjBHiIJjBBCCJFCBmMiu2AwSEVFBU888cQR9z/yyCP8/Oc/Z8WKFVRVVeFyuZg9ezbhcLg/mnxSZAhJCCGESCGD8RDvnDlzmDNnzpHrUorHH3+cH//4x8ydOxeA3/zmN+Tn57Ny5Uquv/76U4r1ZJ3VCczhKXA6OzsHORIhhBCp7PB1YiCmTkvEg/1WxxevbyezJmBNTQ2NjY3MmjUruc3r9VJZWcn69eslgRkMgUAAgKFDhw5yJEIIIdJBIBDA6/WelrqtVisFBQVsWv3tfqnP7Xb3ub4tWbKEhx566ITqaWxsBEjOjH9Yfn5+ct9gOKsTmKKiIurq6sjIyEDTtJOqo7Ozk6FDh1JXV5fWsx1KO1LLmdIOOHPaIu1ILQPdDqUUgUCAoqKi03YOu91OTU0N0Wi0X+pTSvW5tp3o3ZdUdlYnMCaTiZKSkn6py+PxpPV/BodJO1LLmdIOOHPaIu1ILQPZjtN15+Xz7HY7drv9tJ/nRBQUFADQ1NREYWFhcntTUxMTJkwYpKjkLSQhhBBCHENZWRkFBQWsXr06ua2zs5OqqiqmTZs2aHGd1XdghBBCCAFdXV3s3r07+XVNTQ3btm0jKyuL0tJS7rzzTv793/+dUaNGUVZWxgMPPEBRURHz5s0btJglgTlFNpuNJUuWpP24orQjtZwp7YAzpy3SjtRyprQjVWzatIlLL700+fWiRYsAWLBgAc888wz33HMPwWCQ2267DZ/Px0UXXcSbb745qMNdmhqId8KEEEIIIfqRPAMjhBBCiLQjCYwQQggh0o4kMEIIIYRIO5LACCGEECLtSAJzCp544gmGDx+O3W6nsrKSDRs2DHZIx7R06VIuuOACMjIyyMvLY968eVRXV/cqc8kll6BpWq/P7bffPkgRH9lDDz3UJ8YxY8Yk94fDYRYuXEh2djZut5trr72WpqamQYz46IYPH96nLZqmsXDhQiB1++Pdd9/lmmuuoaioCE3TWLlyZa/9SikefPBBCgsLcTgczJo1i127dvUq097ezvz58/F4PGRmZnLLLbfQ1dU1gK04djtisRj33nsv48ePx+VyUVRUxI033kh9fX2vOo7Uhw8//PCAtgO+vE9uuummPnFeccUVvcqkep8AR/x50TSNZcuWJcukSp+I00sSmJP04osvsmjRIpYsWcKWLVuoqKhg9uzZNDc3D3ZoR7V27VoWLlzIhx9+yKpVq4jFYlx++eUEg70XDrv11ltpaGhIfh555JFBivjoxo4d2yvGdevWJffdddddvPbaa7z00kusXbuW+vp6vvnNbw5itEe3cePGXu1YtWoVAN/61reSZVKxP4LBIBUVFTzxxBNH3P/II4/w85//nBUrVlBVVYXL5WL27NmEw+Fkmfnz5/Ppp5+yatUqXn/9dd59911uu+22gWoCcOx2hEIhtmzZwgMPPMCWLVt4+eWXqa6u5utf/3qfsj/5yU969dEPf/jDgQi/ly/rE4ArrriiV5wvvPBCr/2p3idAr/gbGhr49a9/jaZpXHvttb3KpUKfiNNMiZMydepUtXDhwuTXiURCFRUVqaVLlw5iVCemublZAWrt2rXJbRdffLG64447Bi+o47BkyRJVUVFxxH0+n09ZLBb10ksvJbd99tlnClDr168foAhP3h133KHKy8uVYRhKqfToD0C98sorya8Nw1AFBQVq2bJlyW0+n0/ZbDb1wgsvKKWU2r59uwLUxo0bk2X+/Oc/K03T1MGDBwcs9s/7YjuOZMOGDQpQ+/fvT24bNmyYeuyxx05vcCfoSG1ZsGCBmjt37lGPSdc+mTt3rrrssst6bUvFPhH9T+7AnIRoNMrmzZt7LS1uMpmYNWsW69evH8TITozf7wcgKyur1/bf/va35OTkMG7cOO677z5CodBghHdMu3btoqioiBEjRjB//nxqa2sB2Lx5M7FYrFffjBkzhtLS0pTvm2g0ynPPPcc//MM/9FqALR364/NqampobGzs1Qder5fKyspkH6xfv57MzEymTJmSLDNr1ixMJhNVVVUDHvPx8vv9aJpGZmZmr+0PP/ww2dnZTJw4kWXLlhGPxwcnwC+xZs0a8vLyGD16NN///vdpa2tL7kvHPmlqauKNN97glltu6bMvXfpEnDyZifcktLa2kkgkjri0+I4dOwYpqhNjGAZ33nkn06dPZ9y4ccnt3/nOdxg2bBhFRUV89NFH3HvvvVRXV/Pyyy8PYrS9VVZW8swzzzB69GgaGhr4t3/7N7761a/yySef0NjYiNVq7XOBGexl34/HypUr8fl83HTTTclt6dAfX3T43/lIPx+H9zU2NpKXl9drv9lsJisrK2X7KRwOc++993LDDTf0Wjzwn//5n5k0aRJZWVl88MEH3HfffTQ0NLB8+fJBjLavK664gm9+85uUlZWxZ88e7r//fubMmcP69evRdT0t++TZZ58lIyOjzxBxuvSJODWSwJylFi5cyCeffNLr2RGg13j3+PHjKSwsZObMmezZs4fy8vKBDvOI5syZk/z7+eefT2VlJcOGDeP3v/89DodjECM7NU899RRz5syhqKgouS0d+uNsEIvF+Pa3v41SiieffLLXvsNTrkPP96PVauUf//EfWbp0aUpNc3/99dcn/z5+/HjOP/98ysvLWbNmDTNnzhzEyE7er3/9a+bPn99nOvt06RNxamQI6STk5OSg63qfN1uampqSy46nsh/84Ae8/vrrvPPOO5SUlByzbGVlJUCvRb5STWZmJueccw67d++moKCAaDSKz+frVSbV+2b//v289dZbfO973ztmuXToj8P/zsf6+SgoKOjzwHs8Hqe9vT3l+ulw8rJ//35WrVrV6+7LkVRWVhKPx9m3b9/ABHiSRowYQU5OTvJ7KZ36BOC9996jurr6S39mIH36RJwYSWBOgtVqZfLkyb2WFjcMg9WrVw/q0uJfRinFD37wA1555RXefvttysrKvvSYbdu2AVBYWHiaozt5XV1d7Nmzh8LCQiZPnozFYunVN9XV1dTW1qZ03zz99NPk5eVx1VVXHbNcOvRHWVkZBQUFvfqgs7OTqqqqZB9MmzYNn8/H5s2bk2XefvttDMNIJmmp4HDysmvXLt566y2ys7O/9Jht27ZhMpn6DMekmgMHDtDW1pb8XkqXPjnsqaeeYvLkyVRUVHxp2XTpE3GCBvsp4nT1u9/9TtlsNvXMM8+o7du3q9tuu01lZmaqxsbGwQ7tqL7//e8rr9er1qxZoxoaGpKfUCiklFJq9+7d6ic/+YnatGmTqqmpUa+++qoaMWKEmjFjxiBH3tvdd9+t1qxZo2pqatT777+vZs2apXJyclRzc7NSSqnbb79dlZaWqrfffltt2rRJTZs2TU2bNm2Qoz66RCKhSktL1b333ttreyr3RyAQUFu3blVbt25VgFq+fLnaunVr8u2chx9+WGVmZqpXX31VffTRR2ru3LmqrKxMdXd3J+u44oor1MSJE1VVVZVat26dGjVqlLrhhhtSph3RaFR9/etfVyUlJWrbtm29fmYikYhSSqkPPvhAPfbYY2rbtm1qz5496rnnnlO5ubnqxhtvHNB2fFlbAoGA+tGPfqTWr1+vampq1FtvvaUmTZqkRo0apcLhcLKOVO+Tw/x+v3I6nerJJ5/sc3wq9Yk4vSSBOQW/+MUvVGlpqbJarWrq1Knqww8/HOyQjgk44ufpp59WSilVW1urZsyYobKyspTNZlMjR45UixcvVn6/f3AD/4LrrrtOFRYWKqvVqoqLi9V1112ndu/endzf3d2t/umf/kkNGTJEOZ1O9Y1vfEM1NDQMYsTH9pe//EUBqrq6utf2VO6Pd95554jfSwsWLFBK9bxK/cADD6j8/Hxls9nUzJkz+7Svra1N3XDDDcrtdiuPx6NuvvlmFQgEUqYdNTU1R/2Zeeedd5RSSm3evFlVVlYqr9er7Ha7Ovfcc9XPfvazXklBKrQlFAqpyy+/XOXm5iqLxaKGDRumbr311j6/cKV6nxz2y1/+UjkcDuXz+focn0p9Ik4vTSmlTustHiGEEEKIfibPwAghhBAi7UgCI4QQQoi0IwmMEEIIIdKOJDBCCCGESDuSwAghhBAi7UgCI4QQQoi0IwmMEEIIIdKOJDBCCCGESDuSwAghhBAi7UgCI4QQQoi0IwmMEGlMKcXy5cspKyvD6XQyb948/H7/EctecsklaJqGpmnJVa2P5pJLLuHOO+/s11hvuumm5PlXrlzZr3ULIc4+ksAIkcYWL17Mk08+ybPPPst7773H5s2beeihh45a/tZbb6WhoYFx48YNXJCH/Pd//zcNDQ0Dfl4hxJlJEhgh0lRVVRXLly/nxRdfZMaMGUyePJlbb72VP/3pT0c9xul0UlBQgNlsHsBIe3i9XgoKCgb8vEKIM5MkMEKkqf/6r/9i5syZTJo0KbktPz+f1tbWE6onGAxy44034na7KSws5NFHH+1TxjAMli5dSllZGQ6Hg4qKCv7whz8k9wcCAebPn4/L5aKwsJDHHnvstAxDCSHEYZLACJGGIpEIb7zxBt/4xjd6bQ+Hw3i93hOqa/Hixaxdu5ZXX32Vv/71r6xZs4YtW7b0KrN06VJ+85vfsGLFCj799FPuuusuvvvd77J27VoAFi1axPvvv88f//hHVq1axXvvvdenDiGE6E8Dfx9ZCHHKtmzZQnd3N3fffTf33HNPcnssFuPSSy897nq6urp46qmneO6555g5cyYAzz77LCUlJckykUiEn/3sZ7z11ltMmzYNgBEjRrBu3Tp++ctfMmnSJJ599lmef/75ZB1PP/00RUVF/dFUIYQ4IklghEhDO3fuxOVy9Xmb6KqrrmL69OnHXc+ePXuIRqNUVlYmt2VlZTF69Ojk17t37yYUCvG1r32t17HRaJSJEyeyd+9eYrEYU6dOTe7zer296hBCiP4mCYwQaaizs5OcnBxGjhyZ3LZ//3527drFtdde26/n6urqAuCNN96guLi41z6bzUZ7e3u/nk8IIY6HPAMjRBrKycnB7/ejlEpu+4//+A+uvPJKzjvvvOOup7y8HIvFQlVVVXJbR0cHO3fuTH593nnnYbPZqK2tZeTIkb0+Q4cOZcSIEVgsFjZu3Jg8xu/396pDCCH6m9yBESINXXbZZYTDYR5++GGuv/56fvvb3/Laa6+xYcOGE6rH7XZzyy23sHjxYrKzs8nLy+Nf//VfMZn+/rtNRkYGP/rRj7jrrrswDIOLLroIv9/P+++/j8fjYcGCBSxYsIDFixeTlZVFXl4eS5YswWQyoWlafzddCCEASWCESEv5+fk888wzLF68mJ/+9KdcdtllrFu3jqFDh55wXcuWLaOrq4trrrmGjIwM7r777j6z+f70pz8lNzeXpUuXsnfvXjIzM5k0aRL3338/AMuXL+f222/n6quvxuPxcM8991BXV4fdbu+X9gohxBdp6vP3oIUQZ6xLLrmECRMm8Pjjj5/2cwWDQYqLi3n00Ue55ZZbeu3TNI1XXnmFefPmnfY4hBBnLnkGRoizyP/+7//idrv5+OOP+7XerVu38sILL7Bnzx62bNnC/PnzAZg7d26yzO23347b7e7X8wohzl5yB0aIs8TBgwfp7u4GoLS0FKvV2m91b926le9973tUV1djtVqZPHkyy5cvZ/z48ckyzc3NdHZ2AlBYWIjL5eq38wshzj6SwAghhBAi7cgQkhBCCCHSjiQwQgghhEg7ksAIIYQQIu1IAiOEEEKItCMJjBBCCCHSjiQwQgghhEg7ksAIIYQQIu1IAiOEEEKItCMJjBBCCCHSjiQwQgghhEg7/x+T37887MzZ6AAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cmap = plt.get_cmap(\"coolwarm\")\n", "norm = mcolors.Normalize(vmin=min(channel_radii), vmax=max(channel_radii))\n", "sm = cm.ScalarMappable(norm=norm, cmap=cmap)\n", "sm.set_array([])\n", "\n", "for i in range(len(channel_radii)):\n", " a = channel_radii[i]\n", " color = sm.to_rgba(a)\n", " plt.plot(angles * 180 / np.pi, xs_median[Eidx, i, :], color=color, alpha=0.5)\n", "plt.gcf().colorbar(sm, ax=plt.gca(), label=\"a [fm]\")\n", "plt.xlabel(r\"$\\theta$ [deg]\")\n", "\n", "\n", "if projectile == neutron:\n", " plt.yscale(\"log\")\n", " plt.ylabel(r\"$\\frac{d\\sigma}{d\\Omega}$ [mb/Sr]\")\n", "else:\n", " plt.ylabel(r\"$\\sigma / \\sigma_{\\text{Rutherford}}$\")" ] }, { "cell_type": "code", "execution_count": 20, "id": "fa97758f-eb49-4655-91f6-aa161e5f6514", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for i in range(len(channel_radii) - 1):\n", " a = channel_radii[i]\n", " color = sm.to_rgba(a)\n", " plt.plot(angles * 180 / np.pi, rel_diff[Eidx, i, :] * 100, color=color, alpha=0.5)\n", "plt.gcf().colorbar(sm, ax=plt.gca(), label=\"a [fm]\")\n", "plt.xlabel(r\"$\\theta$ [deg]\")\n", "if projectile == neutron:\n", " plt.ylabel(r\"relative difference in $\\frac{d\\sigma}{d\\Omega}$ [%]\")\n", "else:\n", " plt.ylabel(r\"relative difference in $\\sigma / \\sigma_{\\text{Rutherford}}$ [%]\")" ] }, { "cell_type": "code", "execution_count": 21, "id": "38513193-b535-442d-baae-f6f841d723cd", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'log absolute difference in $\\\\frac{d\\\\sigma}{d\\\\Omega}$')" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for i in range(len(channel_radii) - 1):\n", " a = channel_radii[i]\n", " color = sm.to_rgba(a)\n", " plt.plot(angles * 180 / np.pi, log_abs_diff[Eidx, i, :], color=color, alpha=0.5)\n", "plt.gcf().colorbar(sm, ax=plt.gca(), label=\"a [fm]\")\n", "plt.xlabel(r\"$\\theta$ [deg]\")\n", "plt.ylabel(r\"log absolute difference in $\\frac{d\\sigma}{d\\Omega}$\")" ] }, { "cell_type": "code", "execution_count": 22, "id": "d8376248-ea96-40b7-b24d-d23ba5d1dc82", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'log abs diff')" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cum_diff = np.sum(diff[Eidx, ...], axis=-1)\n", "cum_rel_diff = np.sum(rel_diff[Eidx, ...] * 100, axis=-1)\n", "cum_log_abs_diff = np.sum(log_abs_diff[Eidx, ...], axis=-1)\n", "med_diff = np.median(diff[Eidx, ...], axis=-1)\n", "med_rel_diff = np.median(rel_diff[Eidx, ...] * 100, axis=-1)\n", "med_log_abs_diff = np.median(log_abs_diff[Eidx, ...], axis=-1)\n", "\n", "fig, axes = plt.subplots(2, 2, sharex=True, figsize=(8, 6))\n", "axes[0, 0].plot(\n", " channel_radii[:-1],\n", " cum_rel_diff,\n", " alpha=0.5,\n", " linewidth=3,\n", ")\n", "axes[0, 1].plot(\n", " channel_radii[:-1],\n", " med_rel_diff,\n", " \":\",\n", " alpha=0.5,\n", " linewidth=3,\n", ")\n", "axes[0, 0].plot(\n", " channel_radii[:-1],\n", " np.zeros_like(channel_radii[:-1]),\n", " \"k:\",\n", " linewidth=3,\n", ")\n", "axes[0, 1].plot(\n", " channel_radii[:-1],\n", " np.zeros_like(channel_radii[:-1]),\n", " \"k:\",\n", " linewidth=3,\n", ")\n", "axes[1, 0].plot(\n", " channel_radii[:-1],\n", " cum_log_abs_diff,\n", " alpha=0.5,\n", " linewidth=3,\n", ")\n", "axes[1, 1].plot(\n", " channel_radii[:-1],\n", " med_log_abs_diff,\n", " \":\",\n", " alpha=0.5,\n", " linewidth=3,\n", ")\n", "axes[-1, 0].set_xlabel(\"channel radius [fm]\")\n", "axes[-1, 1].set_xlabel(\"channel radius [fm]\")\n", "axes[0, 0].set_title(\"cumulative\")\n", "axes[0, 1].set_title(\"median\")\n", "\n", "axes[0, 0].set_ylabel(\"reldiff [%]\")\n", "axes[1, 0].set_ylabel(\"log abs diff\")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 5 }