From f6583ecc59a74fd761f2c90562e3b5d8d8ef0f8c Mon Sep 17 00:00:00 2001 From: FredDeCeuster Date: Fri, 2 Aug 2024 21:38:04 +0200 Subject: [PATCH] Fixed tests --- docs/src/examples/test_1D/run_all.py | 22 - docs/src/examples/test_1D/smodel_1d | Bin 33096 -> 0 bytes docs/src/examples/test_1D/smodel_1d_a | Bin 22856 -> 0 bytes docs/src/examples/test_1D/smodel_1d_a_16 | Bin 14664 -> 0 bytes docs/src/examples/test_1D/smodel_1d_a_17 | Bin 14664 -> 0 bytes docs/src/examples/test_1D/smodel_1d_b_16_4_2 | Bin 14664 -> 0 bytes docs/src/examples/test_1D/smodel_1d_b_17_5_5 | Bin 14664 -> 0 bytes docs/src/examples/test_1D/spherical_a.ipynb | 759 ----- docs/src/examples/test_1D/spherical_b.ipynb | 694 ----- docs/src/examples/test_1D/test_1D.py | 356 --- .../test_1D/test_1D_CO_T_and_velo.png | Bin 662779 -> 0 bytes .../examples/test_1D/test_1D_CO_and_T.ipynb | 419 --- .../src/examples/test_1D/test_1D_CO_and_T.png | Bin 584946 -> 0 bytes docs/src/examples/test_1D/test_1D_CO_and_T.py | 163 - 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docs/src/examples/test_3D/run_all.ipynb delete mode 100644 docs/src/examples/test_3D/test_3D_hydrodynamics.ipynb delete mode 100644 docs/src/examples/test_3D_hydrodynamics.ipynb delete mode 100644 docs/src/examples/test_line.ipynb delete mode 100644 docs/src/examples/test_memory.ipynb delete mode 100644 docs/src/examples/test_spherical_symmetry.ipynb diff --git a/docs/src/examples/test_1D/run_all.py b/docs/src/examples/test_1D/run_all.py deleted file mode 100644 index 5efe727..0000000 --- a/docs/src/examples/test_1D/run_all.py +++ /dev/null @@ -1,22 +0,0 @@ -import matplotlib.pyplot as plt -plt.rcParams["font.family"] = "serif" -import numpy as np -import torch - -from pomme.model import TensorModel, SphericallySymmetric -from pomme.loss import Loss - -from test_1D import get_model, get_obs, forward, frequencies, velocities, r_in, v_fac -from test_1D_CO_and_T_and_vel import get_initial_model, reconstruct, reconstruct2 - -test_model_name = 'models/test_model_1D.h5' -spherical_model = get_model() -spherical_model.model_1D.save(test_model_name) - -obs = get_obs() - -model_1D = TensorModel.load('models/model_all.h5') - -img, loss = reconstruct2(SphericallySymmetric(model_1D), obs) - -model_1D.save('models/model_all.h5') \ No newline at end of file diff --git a/docs/src/examples/test_1D/smodel_1d b/docs/src/examples/test_1D/smodel_1d deleted file mode 100644 index 1be885ec16a960582598bf90cf9c49c7f8b576dd..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 33096 zcmeI42V50L9>*V5g(wI}Kt%yX2r3<3fA9Ac1;wLCv7HA}B1ln@rf2{q3igJIC{_~G zD1vevLL^2JvBa)mg~P-G#0DY+hwjlH>mg0p}4icluWRnD%vNWZb}a zdxHubl{WvCA2^hdd$NLpyaKGdu~LchZ(7&vN_D5Us-f+uLRoaYqM~A3)~-xBN(xLi zRv$-f*{*w_zN{&Bz3YxAF;hSFDlWv9-u zd#NNx`1}4v4eD)y5wD1+ywW;@(h-kDrjo2wqWTZrk^VRjx@WcpWkxchbMg3P-QJy* z$QB*C|7)LNy@po?rk*|&&PD#bW0xK#bFpgO%NqkXaS@Rt_MVpgGh4HavYenj33;2jH)LwmHBOl`~xNf|c%ZF`k z>UM*2J~Wg|caN>&qqZ;Sz@jET%It+j#XSVr;Tm)Fv55c)Q*%!Z5(_XXvF_p|F9CSz 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- "from pomme.utils import print_var, planck" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_1223165/4005250844.py:28: RuntimeWarning: divide by zero encountered in true_divide\n", - " rho = Mdot / (4.0 * np.pi * rs**2 * v)\n", - "/home/frederikd/.local/lib/python3.9/site-packages/astroquery/lamda/core.py:145: UserWarning: The first time a LAMDA function is called, it must assemble a list of valid molecules and URLs. This list will be cached so future operations will be faster.\n", - " warnings.warn(\"The first time a LAMDA function is called, it must \"\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "You have selected line:\n", - " CO(J=1-0)\n", - "Please check the properties that were inferred:\n", - " Frequency 1.152712018e+11 Hz\n", - " Einstein A coeff 7.203000000e-08 1/s\n", - " Molar mass 28.0101 g/mol\n", - "You have selected line:\n", - " CO(J=2-1)\n", - "Please check the properties that were inferred:\n", - " Frequency 2.305380000e+11 Hz\n", - " Einstein A coeff 6.910000000e-07 1/s\n", - " Molar mass 28.0101 g/mol\n", - "You have selected line:\n", - " CO(J=3-2)\n", - "Please check the properties that were inferred:\n", - " Frequency 3.457959899e+11 Hz\n", - " Einstein A coeff 2.497000000e-06 1/s\n", - " Molar mass 28.0101 g/mol\n", - "You have selected line:\n", - " CO(J=4-3)\n", - "Please check the properties that were inferred:\n", - " Frequency 4.610407682e+11 Hz\n", - " Einstein A coeff 6.126000000e-06 1/s\n", - " Molar mass 28.0101 g/mol\n", - "You have selected line:\n", - " CO(J=5-4)\n", - "Please check the properties that were inferred:\n", - " Frequency 5.762679305e+11 Hz\n", - " Einstein A coeff 1.221000000e-05 1/s\n", - " Molar mass 28.0101 g/mol\n", - "You have selected line:\n", - " CO(J=6-5)\n", - "Please check the properties that were inferred:\n", - " Frequency 6.914730763e+11 Hz\n", - " Einstein A coeff 2.137000000e-05 1/s\n", - " Molar mass 28.0101 g/mol\n", - "You have selected line:\n", - " CO(J=7-6)\n", - "Please check the properties that were inferred:\n", - " Frequency 8.066518060e+11 Hz\n", - " Einstein A coeff 3.422000000e-05 1/s\n", - " Molar mass 28.0101 g/mol\n", - "You have selected line:\n", - " CO(J=8-7)\n", - "Please check the properties that were inferred:\n", - " Frequency 9.217997000e+11 Hz\n", - " Einstein A coeff 5.134000000e-05 1/s\n", - " Molar mass 28.0101 g/mol\n", - "You have selected line:\n", - " CO(J=9-8)\n", - "Please check the properties that were inferred:\n", - " Frequency 1.036912393e+12 Hz\n", - " Einstein A coeff 7.330000000e-05 1/s\n", - " Molar mass 28.0101 g/mol\n", - "You have selected line:\n", - " CO(J=10-9)\n", - "Please check the properties that were inferred:\n", - " Frequency 1.151985452e+12 Hz\n", - " Einstein A coeff 1.006000000e-04 1/s\n", - " Molar mass 28.0101 g/mol\n" - ] - } - ], - "source": [ - "n_elements = 128\n", - "\n", - "r_in = (1.0e-1 * units.au).si.value\n", - "r_out = (1.0e+4 * units.au).si.value\n", - "\n", - "\n", - "v_in = (1.0e+0 * units.km / units.s).si.value\n", - "v_inf = (2.0e+1 * units.km / units.s).si.value\n", - "beta = 0.5\n", - "\n", - "T_in = (2.5e+3 * units.K).si.value\n", - "epsilon = 0.6\n", - "\n", - "Mdot = (1.0e-6 * units.M_sun / units.yr).si.value\n", - "v_turb = (1.5e+0 * units.km / units.s ).si.value\n", - "T_star = (2.5e+3 * units.K ).si.value\n", - "R_star = (1.0e+0 * units.au ).si.value\n", - "\n", - "model = TensorModel(sizes=r_out, shape=n_elements)\n", - "\n", - "rs = np.logspace(np.log10(r_in), np.log10(r_out), n_elements, dtype=np.float64)\n", - "# rs = np.linspace( r_in , r_out , n_elements, dtype=np.float64)\n", - "\n", - "v = np.empty_like(rs)\n", - "v[rs <= R_star] = 0.0\n", - "v[rs > R_star] = v_in + (v_inf - v_in) * (1.0 - R_star / rs[rs > R_star])**beta\n", - "\n", - "rho = Mdot / (4.0 * np.pi * rs**2 * v)\n", - "n_CO = (1.0e-4 * constants.N_A.si.value / 2.02e-3) * rho\n", - "n_CO[rs<=R_star] = n_CO[n_CO R_star] = v_in + (v_inf - v_in) * (1.0 - R_star / r[r > R_star])**beta\n", - " # Return\n", - " return v\n", - "\n", - "\n", - "def get_temperature(model):\n", - "\n", - " r = torch.exp(model['log_r'])\n", - " T_in = torch.exp(model['log_T_in'])\n", - " epsilon = torch.exp(model['log_epsilon'])\n", - " R_star = torch.exp(model['log_R_star'])\n", - " \n", - " T = torch.empty_like(r) \n", - " T[r <= R_star] = T_in\n", - " T[r > R_star] = T_in * (R_star / r[r > R_star])**epsilon\n", - " # Return\n", - " return T\n", - "\n", - "\n", - "def get_abundance(model):\n", - " return torch.exp(model['log_CO'])\n", - "\n", - "\n", - "def get_turbulence(model):\n", - " return torch.exp(model['log_turbulence'])\n", - "\n", - "\n", - "def get_boundary_condition(model, frequency, b):\n", - "\n", - " T_star = torch.exp(model['log_T_star'])\n", - " R_star = torch.exp(model['log_R_star'])\n", - "\n", - " T_CMB = 2.72548\n", - "\n", - " if b > R_star:\n", - " return planck(temperature=T_CMB, frequency=frequency)\n", - " else:\n", - " return planck(temperature=T_star, frequency=frequency)\n", - "\n", - "\n", - "smodel = SphericalModel(rs, model, r_star=R_star)\n", - "smodel.get_velocity = get_velocity\n", - "smodel.get_abundance = get_abundance\n", - "smodel.get_turbulence = get_turbulence\n", - "smodel.get_temperature = get_temperature\n", - "smodel.get_boundary_condition = get_boundary_condition" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(rs, get_temperature(model))\n", - "plt.xscale('log')\n", - "plt.axvline(x=R_star, color='k')" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(rs, get_abundance(model))\n", - "plt.xscale('log')\n", - "plt.axvline(x=R_star, color='k')\n", - "plt.yscale('log')" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(rs, get_velocity(model))\n", - "plt.xscale('log')\n", - "plt.axvline(x=R_star, color='k')\n", - "# plt.ylim((10000, 20000))" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "obss = smodel.image(lines, frequencies, r_max=1.0*r_out)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "for obs in obss:\n", - " plt.plot(velocities, obs.data)\n", - " # plt.yscale('log')" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "You have selected line:\n", - " CO(J=1-0)\n", - "Please check the properties that were inferred:\n", - " Frequency 1.152712018e+11 Hz\n", - " Einstein A coeff 7.203000000e-08 1/s\n", - " Molar mass 28.0101 g/mol\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "Line('CO', 0)" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "You have selected line:\n", - " CO(J=6-5)\n", - "Please check the properties that were inferred:\n", - " Frequency 6.914730763e+11 Hz\n", - " Einstein A coeff 2.137000000e-05 1/s\n", - " Molar mass 28.0101 g/mol\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "Line('CO', 5)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "bg subtract\n", - "- density voor CO 1-0, 2-1, 4-3, 6-5\n", - "- density voor HCN (later)\n", - "\n", - "- massverlies apart fitten?" - ] - }, - { - "cell_type": "code", - "execution_count": 63, - "metadata": {}, - "outputs": [], - "source": [ - "log_n_CO_init = np.log(1.0e+17*(rs.min()/rs)**2)\n", - "\n", - "smodel.model_1D['log_CO'] = log_n_CO_init.copy()\n", - "# smodel.model_1D.free(['log_CO', 'log_v_in', 'log_v_inf', 'log_beta', 'log_T_in', 'log_epsilon'])\n", - "smodel.model_1D.free(['log_CO'])\n", - "\n", - "losses = Loss(['avg', 'rel', 'reg', 'cnt'])" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "imgs = smodel.image(lines, frequencies, r_max=r_max)" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "\n", - "colors = plt.cm.gist_rainbow(np.linspace(0, 1, len(imgs)))\n", - "\n", - "for i, (img, obs) in enumerate(zip(imgs, obss)):\n", - " plt.plot(velocities, img.data, linestyle='-', c=colors[i])\n", - " plt.plot(velocities, obs.data, linestyle='--', c=colors[i])\n", - " # plt.yscale('log')" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "def steady_state_cont_loss(smodel):\n", - " \"\"\"\n", - " Loss assuming steady state hydrodynamics, i.e. vanishing time derivatives.\n", - " \"\"\"\n", - " # Get the model variables\n", - " rho = smodel.get_abundance(smodel.model_1D)\n", - " v_r = smodel.get_velocity (smodel.model_1D)\n", - " r = torch.from_numpy(smodel.rs)\n", - "\n", - " # Continuity equation (steady state): div(ρ v) = 0\n", - " loss_cont = smodel.model_1D.diff_x(r**2 * rho * v_r)\n", - "\n", - " # Compute the mean squared losses\n", - " loss = torch.mean((loss_cont/((r**2)*rho))**2)\n", - "\n", - " # Return losses\n", - " return loss" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "from torch.optim import Adam\n", - "from tqdm import tqdm\n", - "\n", - "obss_avg = obss.mean(axis=1)\n", - "obss_rel = torch.einsum(\"ij, i -> ij\", obss, 1.0 / obss.mean(axis=1))\n", - "\n", - "# Get a mask for the elements outsife the star\n", - "outside_star = torch.from_numpy(smodel.rs) > torch.exp(smodel.model_1D['log_R_star'])\n", - " \n", - "\n", - "def fit(losses, smodel, lines, frequencies, obss, N_epochs=10, lr=1.0e-1, w_avg=1.0, w_rel=1.0, w_reg=1.0, w_cnt=1.0):\n", - "\n", - " params = [\n", - " smodel.model_1D['log_CO'],\n", - " # smodel.model_1D['log_v_in'],\n", - " # smodel.model_1D['log_v_inf'],\n", - " # smodel.model_1D['log_beta'],\n", - " # smodel.model_1D['log_T_in'],\n", - " # smodel.model_1D['log_epsilon'],\n", - " ]\n", - "\n", - " abundance_evol = [smodel.get_abundance(smodel.model_1D).detach().clone()]\n", - " \n", - " optimizer = Adam(params, lr=lr)\n", - "\n", - " for _ in tqdm(range(N_epochs)):\n", - "\n", - " # Forward model\n", - " imgs = smodel.image(lines, frequencies, r_max=r_max)\n", - "\n", - " imgs_avg= imgs.mean(axis=1)\n", - " imgs_rel= torch.einsum(\"ij, i -> ij\", imgs, 1.0 / imgs.mean(axis=1))\n", - "\n", - " # Compute the reproduction loss\n", - " losses['avg'] = w_avg * torch.nn.functional.mse_loss(imgs_avg, obss_avg)\n", - " losses['rel'] = w_rel * torch.nn.functional.mse_loss(imgs_rel, obss_rel)\n", - " # Compute the regularisation loss\n", - " losses['reg'] = w_reg * diff_loss(smodel.model_1D['log_CO'][outside_star])\n", - " # Compute the hydrodynamic loss \n", - " losses['cnt'] = w_cnt * steady_state_cont_loss(smodel) \n", - "\n", - " # Set gradients to zero\n", - " optimizer.zero_grad()\n", - " # Backpropagate gradients\n", - " losses.tot().backward()\n", - " # Update parameters\n", - " optimizer.step()\n", - "\n", - " abundance_evol.append(smodel.get_abundance(smodel.model_1D).detach().clone())\n", - "\n", - " return imgs, losses, abundance_evol" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 0%| | 0/3 [00:00" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "loss.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "5000.000000000004 5000.0\n", - "0.3 0.3\n", - "999.9999999999998 1000.0\n", - "19999.99999999998 20000.0\n", - "0.5 0.5\n" - ] - } - ], - "source": [ - "print(torch.exp(smodel.model_1D['log_T_in' ]).item(), T_in)\n", - "print(torch.exp(smodel.model_1D['log_epsilon']).item(), epsilon)\n", - "print(torch.exp(smodel.model_1D['log_v_in' ]).item(), v_in)\n", - "print(torch.exp(smodel.model_1D['log_v_inf' ]).item(), v_inf)\n", - "print(torch.exp(smodel.model_1D['log_beta' ]).item(), beta)" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "for CO in a_evol[:]:\n", - " plt.plot(CO)\n", - "plt.plot(n_CO)\n", - "plt.plot(np.exp(log_n_CO_init))\n", - "plt.yscale('log')\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "\n", - "colors = plt.cm.gist_rainbow(np.linspace(0, 1, len(imgs)))\n", - "\n", - "for i, (img, obs) in enumerate(zip(imgs, obss)):\n", - " plt.plot(velocities, img.data / img.data.mean(), linestyle='-', c=colors[i])\n", - " plt.plot(velocities, obs.data / obs.data.mean(), linestyle='--', c=colors[i])\n", - " # plt.plot(velocities, np.abs(obs.data / obs.data.mean() - img.data / img.data.mean()), linestyle='--', c=colors[i])\n", - " # plt.yscale('log')" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "magritte", - "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": "3.9.13" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/docs/src/examples/test_1D/spherical_b.ipynb b/docs/src/examples/test_1D/spherical_b.ipynb deleted file mode 100644 index f0658d7..0000000 --- a/docs/src/examples/test_1D/spherical_b.ipynb +++ /dev/null @@ -1,694 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "import torch\n", - "plt.rcParams[\"font.family\"] = \"serif\"\n", - "\n", - "from astropy import units, constants\n", - "from pomme.lines import Line\n", - "from pomme.loss import Loss, diff_loss\n", - "from pomme.model import TensorModel, SphericalModel\n", - "from pomme.utils import print_var, planck" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_477753/983036884.py:29: RuntimeWarning: divide by zero encountered in true_divide\n", - " rho = Mdot / (4.0 * np.pi * rs**2 * v)\n", - "/home/frederikd/.local/lib/python3.9/site-packages/astroquery/lamda/core.py:145: UserWarning: The first time a LAMDA function is called, it must assemble a list of valid molecules and URLs. This list will be cached so future operations will be faster.\n", - " warnings.warn(\"The first time a LAMDA function is called, it must \"\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "You have selected line:\n", - " CO(J=1-0)\n", - "Please check the properties that were inferred:\n", - " Frequency 1.152712018e+11 Hz\n", - " Einstein A coeff 7.203000000e-08 1/s\n", - " Molar mass 28.0101 g/mol\n", - "You have selected line:\n", - " CO(J=2-1)\n", - "Please check the properties that were inferred:\n", - " Frequency 2.305380000e+11 Hz\n", - " Einstein A coeff 6.910000000e-07 1/s\n", - " Molar mass 28.0101 g/mol\n", - "You have selected line:\n", - " CO(J=3-2)\n", - "Please check the properties that were inferred:\n", - " Frequency 3.457959899e+11 Hz\n", - " Einstein A coeff 2.497000000e-06 1/s\n", - " Molar mass 28.0101 g/mol\n", - "You have selected line:\n", - " CO(J=4-3)\n", - "Please check the properties that were inferred:\n", - " Frequency 4.610407682e+11 Hz\n", - " Einstein A coeff 6.126000000e-06 1/s\n", - " Molar mass 28.0101 g/mol\n", - "You have selected line:\n", - " CO(J=5-4)\n", - "Please check the properties that were inferred:\n", - " Frequency 5.762679305e+11 Hz\n", - " Einstein A coeff 1.221000000e-05 1/s\n", - " Molar mass 28.0101 g/mol\n", - "You have selected line:\n", - " CO(J=6-5)\n", - "Please check the properties that were inferred:\n", - " Frequency 6.914730763e+11 Hz\n", - " Einstein A coeff 2.137000000e-05 1/s\n", - " Molar mass 28.0101 g/mol\n", - "You have selected line:\n", - " CO(J=7-6)\n", - "Please check the properties that were inferred:\n", - " Frequency 8.066518060e+11 Hz\n", - " Einstein A coeff 3.422000000e-05 1/s\n", - " Molar mass 28.0101 g/mol\n", - "You have selected line:\n", - " CO(J=8-7)\n", - "Please check the properties that were inferred:\n", - " Frequency 9.217997000e+11 Hz\n", - " Einstein A coeff 5.134000000e-05 1/s\n", - " Molar mass 28.0101 g/mol\n", - "You have selected line:\n", - " CO(J=9-8)\n", - "Please check the properties that were inferred:\n", - " Frequency 1.036912393e+12 Hz\n", - " Einstein A coeff 7.330000000e-05 1/s\n", - " Molar mass 28.0101 g/mol\n", - "You have selected line:\n", - " CO(J=10-9)\n", - "Please check the properties that were inferred:\n", - " Frequency 1.151985452e+12 Hz\n", - " Einstein A coeff 1.006000000e-04 1/s\n", - " Molar mass 28.0101 g/mol\n" - ] - } - ], - "source": [ - "n_elements = 128\n", - "\n", - "r_in = (1.0e-1 * units.au).si.value\n", - "r_out = (1.0e+4 * units.au).si.value\n", - "r_max = (1.0e+2 * units.au).si.value\n", - "\n", - "\n", - "v_in = (1.0e+0 * units.km / units.s).si.value\n", - "v_inf = (2.0e+1 * units.km / units.s).si.value\n", - "beta = 0.5\n", - "\n", - "T_in = (5.0e+3 * units.K).si.value\n", - "epsilon = 0.3\n", - "\n", - "Mdot = (1.0e-3 * units.M_sun / units.yr).si.value\n", - "v_turb = (1.5e+0 * units.km / units.s ).si.value\n", - "T_star = (1.0e+4 * units.K ).si.value\n", - "R_star = (1.0e+0 * units.au ).si.value\n", - "\n", - "model = TensorModel(sizes=r_out, shape=n_elements)\n", - "\n", - "rs = np.logspace(np.log10(r_in), np.log10(r_out), n_elements, dtype=np.float64)\n", - "# rs = np.linspace( r_in , r_out , n_elements, dtype=np.float64)\n", - "\n", - "v = np.empty_like(rs)\n", - "v[rs <= R_star] = 0.0\n", - "v[rs > R_star] = v_in + (v_inf - v_in) * (1.0 - R_star / rs[rs > R_star])**beta\n", - "\n", - "rho = Mdot / (4.0 * np.pi * rs**2 * v)\n", - "n_CO = (1.0e-4 * constants.N_A.si.value / 2.02e-3) * rho\n", - "n_CO[rs<=R_star] = n_CO[n_CO R_star] = v_in + (v_inf - v_in) * (1.0 - R_star / r[r > R_star])**beta\n", - " # Return\n", - " return v\n", - "\n", - "\n", - "def get_temperature(model):\n", - "\n", - " r = torch.exp(model['log_r'])\n", - " T_in = torch.exp(model['log_T_in'])\n", - " epsilon = torch.exp(model['log_epsilon'])\n", - " R_star = torch.exp(model['log_R_star'])\n", - " \n", - " T = torch.empty_like(r) \n", - " T[r <= R_star] = T_in\n", - " T[r > R_star] = T_in * (R_star / r[r > R_star])**epsilon\n", - " # Return\n", - " return T\n", - "\n", - "\n", - "def get_abundance(model):\n", - " return torch.exp(model['log_CO'])\n", - "\n", - "\n", - "def get_turbulence(model):\n", - " return torch.exp(model['log_turbulence'])\n", - "\n", - "\n", - "def get_boundary_condition(model, frequency, b):\n", - "\n", - " T_star = torch.exp(model['log_T_star'])\n", - " R_star = torch.exp(model['log_R_star'])\n", - "\n", - " T_CMB = 2.72548\n", - "\n", - " if b > R_star:\n", - " return planck(temperature=T_CMB, frequency=frequency)\n", - " else:\n", - " return planck(temperature=T_star, frequency=frequency)\n", - "\n", - "\n", - "smodel = SphericalModel(rs, model, r_star=R_star)\n", - "smodel.get_velocity = get_velocity\n", - "smodel.get_abundance = get_abundance\n", - "smodel.get_turbulence = get_turbulence\n", - "smodel.get_temperature = get_temperature\n", - "smodel.get_boundary_condition = get_boundary_condition" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(rs, get_temperature(model))\n", - "plt.xscale('log')\n", - "plt.axvline(x=R_star, color='k')" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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nhHuAVbkd3P2jfuj/9wlA156HaPGcFo5ry7BR6+gidaWcQO8Ccq9U6Q/apjCzNPAW4Ioi+9eYWY+Z9fT19R1urVKmiXX0x7WOLlJPygn0XqA1Z7staJskCPMvAB9x98cLPZG7r3P35e6+vLOz80jqlTKtWDKbnfuGeLxvf9iliMgMKSfQNwKLzCwTbK8EbjezWWbWBmBmTcAXgRvd/X4ze111ypVyrXzOHADu2DTlb6+IxNS0B0XdfcDMLgNuMrM+4BF332Bm1wG7gGuBW4AXAIvNDKAFuLV6Zct0TpjVzCkL2vnpI9t550uXhF2OiMyAsk5bdPf1wPq8trU5j1dXuC6pgAtPm8cnf7aJzc/sZ9HslrDLEZEq04VFMbbq1PkA/PSRp0KuRERmggI9xhZ0NPHCRcdy28Pbwy5FRGaAAj3mLjx1Hpt27OUvvbpHukjcKdBj7pWnzMMMbntYyy4icadAj7mutkbOPnE23+vZyvDoWNjliEgVKdDrwNtXLmb7nkF+9qhm6SJxpkCvA393UhdLOlv40l1P6FYAIjGmQK8DiYTxznOX8Ltt/dz7xK6wyxGRKlGg14nXnrGA2S1pvnTXE2GXIiJVokCvE40NSS5Z0c0vN/Xy6N/2hF2OiFSBAr2OvO2cbuYck+bjP/md1tJFYkiBXkfaGhtY+4qlPLBlNz96aFvY5YhIhSnQ68zrzzye045v55qfbWLf0EjY5YhIBSnQ60wiYXziVcvo3TvEp3+u9/EWiRMFeh06Y+GxvG1lN1/fuJmf/25H2OWISIUo0OvUh/7xZE49vp2133+YrbsGwi5HRCpAgV6n0qkEn/vnM3GH93zrAfZrPV0k8hTodWzh7GY+c9Hp/H57P+/8Rg+Dw6NhlyQiR0GBXucueP5xfPr1p/Lrx5/hvd96QHdkFIkwBbqw+szjuerVy/jFH3t5y1d/y56B4bBLEpEjoEAXAC5e0c0NbziN+/66i9d+/h6e3Lk/7JJE5DAp0GXC6154PLe84yU8O3CQVTfdxS2/2axbBIhEiAJdJnnR4lnc/r5zOXPhsXzkh7/jkq/+Vu9HKhIRCnSZYn5HE/9z6Yu46tXLeGjLbl7+mf/jQz94lO27D4RdmoiUkAq7AKlNZsbFK7pZdep8/vuXf+ab927muz1beeUp83jr2d2cubADMwu7TBHJoUCXkma1pPn4hcu49JzFfP3Xf+U7v93KbQ9vZ/GcFl5z+gJevuw4ls5tVbiL1AAL66DX8uXLvaenJ5TvHTXnnXceAHfeeWeodQDsGxrhZ488xQ8f3Ma9Tz6DO8xrb+TsE+dw5qIOzjjhWJ533DGkklrNE6kGM7vf3ZcX2lfWDN3MLgBWA72Au/uVefsbgeuBbcBzgWvd/U9HVbXUpGMyKd541gm88awT6O0f5I7Hevnlpl7ueKyXWx/4GwDN6SSnHt/O0rltLJ7TMvExv6OJZEIzeZFqmTbQzawZuBlY5u5DZnarmZ3v7htyur0f2OLu15nZKcBXgHOrUrHUjK62Ri46ayEXnbUQd2fLrgEe3LKbB7c8y0Nbd/O9nq3sP3jodgLpZIKutgxdrRmOa2ukqzVDZ2uG9qYG2poaaGtsoK0pRVtjA+1NDbQ2NpBJJUjoj4BIWcqZoa8ANrv7ULB9D7AKyA30VcCHAdz9UTM7zcza3L2/otVKzTIzFs1uYdHsFl5zxgIA3J2+fUM82befJ3fu58ln9tPbP8TT/YP8uXcfd/9lJ3sHp78pWDqVIJNKkEklaWzIf5ykIZUglTASZqQSRjLnY7wtkTi0L2FGKpn9bAbjfy6yj7NtELQHG5az/1BfDvXNOYZQ6Hnyv1aqIyrHcs4+cTYnz2ur+POWE+hdQO6JyP1BWzl9JgW6ma0B1gAsXLjwcGuViDEzulob6Wpt5MVLZhfsMzg8yt7BEfoHh+k/MEz/4EjweZj+AyMMjYwyODw26fPQyBhDw9nPg8OjDAyMMOrO6BiMjTkjY2OMOdnPYzA65oyMOWPujIxm942OOaNjjpM9huQODhMXUnnQJlINV7/mBaEFei/QmrPdFrQdbh/cfR2wDrIHRQ+rUomlxoYkjQ1JOlszYZdSkrtPBPx48PvEPib9YZj0GZ/4YzH+PFERnUqzIvSjpbGhOicNlBPoG4FFZpYJll1WAp83s1nASLCscjvZpZm7gjX0h7XcInFiZnlLJdH4r73Ul2kD3d0HzOwy4CYz6wMecfcNZnYdsAu4FvgscL2ZXQE8B7i0mkWLiMhUZZ226O7rgfV5bWtzHh8A3lPZ0kRE5HDo6g8RkZhQoIuIxIQCXUQkJhToIiIxoUAXEYmJ0O62GJwCuRloB/YEzXOAnRV4+tznPJq+xfYVas9vK7VdD2Mutq9S4y1W05H0q8aYq/EaF6vpSPpFZcyV+r0utT9qY17k7p0F92SvgAvvA1iX87in0s95NH2L7SvUnt9WarsexlxsX6XGezhjnq5fNcZcjde4Hsdcqd/ruI45/6MWllxuC/k5S/Uttq9Qe35bqe16GPN0P49KKPc5p+tXjTFXY7yH87xxGXOlfq9L7Y/ymCcJbcmlEDPr8SI3bo+rehtzvY0XNOZ6UQtjroUZeq51YRcQgnobc72NFzTmehH6mGtqhi4iIkeu1mboIiJyhBToIiIxoUAXEYmJmgt0M0uZ2UfMLPQDDDOl0Jjj/nOI+/gKqbcxlxqvmd1hZueEUVc1hf0a11ygAy3Az8mpzcyazew6M3uvmb0hvNKqZsqYi7TFSaHX+VVmtjb4B1EXr3PwhurvMLMPmtl/hldaVRT8HTazlwP7Q6mo+gq9xt1mdpuZfdnM3lTNb17WG1wcLTObC1wNnObuZ+W0XwCsJvv+o+7uV7r7HjN7Ju8pVgP3ufv3zOxHwPdmou6jcbRjLvJzqGkVeJ3vd/efmFk78BXq43V+2Mz2Av8O/HAGSz8iRzteMzNgOdAzg2UflQr8XgP8EXgCeLSatc5IoAPnAD8GTh9vMLNm4GZgmbsPmdmtZna+u28o8PUnkH1vU4CmahdbIUc75ig6qjG7+7bg4WuB62eg3ko46tfZ3Z8ws7XA18l7Z7AadLTjXQ38CHjjDNRaKUc75m3AJ4ADwE+BVdUqdEb+O+/u3wf25jWvADZ79o2nAe6h+EC3AuM3ozlQ+QorrwJjjpxKjNnMVpGdyWwr1qeWHO2YzewfgufZB7RWq85KqcBr3A28lOws/dVmVvgmUzWkAmN+LpDw7EU/VZ1Eh7k+28XkH1I/0BX8l+wi4CQzOzPY9wPgLDN7L3DLzJZZUWWPucjPIYoOZ8yvAa4A3kT2zcej6nB+tzvN7MNmdjnwtZkts2LKHq+730B2jXkMGKX8OynWmsN5jecDHwvy6wfVLGqmllwK6WXyjKQN6A3+in0q+ADA3QeAtUTf4Yx5SltEHc6Yf0T2v+NRdzhj/uYM11YNZY8XwN3/CrxqxqqrjsN5jX8B/GImigpzhr4RWGRmmWB7JXB7iPXMBI1ZY46jehsv1OiYZ+ReLmb2MuAS4BXAF4Ab3P2Amf098HqgDxh29yurXswM0Zg1ZmI45nobL0RrzLo5l4hITMT1ohURkbqjQBcRiQkFuohITCjQRURiQoEuIhITCnQRkZhQoIuIxIQCXUQkJhToIiIxoUAXEYmJ/wdUNshVpCvC+gAAAABJRU5ErkJggg==", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(rs, get_abundance(model))\n", - "plt.xscale('log')\n", - "plt.axvline(x=R_star, color='k')" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(rs, get_velocity(model))\n", - "plt.xscale('log')\n", - "plt.axvline(x=R_star, color='k')\n", - "# plt.ylim((10000, 20000))" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "obss = smodel.image(lines, frequencies, r_max=r_max)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "for obs in obss:\n", - " plt.plot(velocities, obs.data)\n", - " plt.yscale('log')" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "log_n_CO_init = np.log(1.0e+17*(rs.min()/rs)**2)\n", - "log_T_in_init = np.log(1.0e+5)\n", - "log_epsilon_init = np.log(0.5)\n", - "\n", - "smodel.model_1D['log_CO'] = log_n_CO_init.copy()\n", - "# smodel.model_1D.free(['log_CO', 'log_v_in', 'log_v_inf', 'log_beta', 'log_T_in', 'log_epsilon'])\n", - "smodel.model_1D.free(['log_CO', 'log_T_in', 'log_epsilon'])\n", - "\n", - "losses = Loss(['avg', 'rel', 'reg', 'cnt'])" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "imgs = smodel.image(lines, frequencies, r_max=r_max)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "\n", - "colors = plt.cm.gist_rainbow(np.linspace(0, 1, len(imgs)))\n", - "\n", - "for i, (img, obs) in enumerate(zip(imgs, obss)):\n", - " plt.plot(velocities, img.data, linestyle='-', c=colors[i])\n", - " plt.plot(velocities, obs.data, linestyle='--', c=colors[i])\n", - " # plt.yscale('log')" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "def steady_state_cont_loss(smodel):\n", - " \"\"\"\n", - " Loss assuming steady state hydrodynamics, i.e. vanishing time derivatives.\n", - " \"\"\"\n", - " # Get the model variables\n", - " rho = smodel.get_abundance(smodel.model_1D)\n", - " v_r = smodel.get_velocity (smodel.model_1D)\n", - " r = torch.from_numpy(smodel.rs)\n", - "\n", - " # Continuity equation (steady state): div(ρ v) = 0\n", - " loss_cont = smodel.model_1D.diff_x(r**2 * rho * v_r)\n", - "\n", - " # Compute the mean squared losses\n", - " loss = torch.mean((loss_cont/((r**2)*rho))**2)\n", - "\n", - " # Return losses\n", - " return loss" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "from torch.optim import Adam\n", - "from tqdm import tqdm\n", - "\n", - "obss_avg = obss.mean(axis=1)\n", - "obss_rel = torch.einsum(\"ij, i -> ij\", obss, 1.0 / obss.mean(axis=1))\n", - "\n", - "# Get a mask for the elements outsife the star\n", - "outside_star = torch.from_numpy(smodel.rs) > torch.exp(smodel.model_1D['log_R_star'])\n", - " \n", - "\n", - "def fit(losses, smodel, lines, frequencies, obss, N_epochs=10, lr=1.0e-1, w_avg=1.0, w_rel=1.0, w_reg=1.0, w_cnt=1.0):\n", - "\n", - " params = [\n", - " smodel.model_1D['log_CO'],\n", - " # smodel.model_1D['log_v_in'],\n", - " # smodel.model_1D['log_v_inf'],\n", - " # smodel.model_1D['log_beta'],\n", - " smodel.model_1D['log_T_in'],\n", - " smodel.model_1D['log_epsilon'],\n", - " ]\n", - "\n", - " abundance_evol = [smodel.get_abundance(smodel.model_1D).detach().clone()]\n", - " \n", - " optimizer = Adam(params, lr=lr)\n", - "\n", - " for _ in tqdm(range(N_epochs)):\n", - "\n", - " # Forward model\n", - " imgs = smodel.image(lines, frequencies, r_max=r_max)\n", - "\n", - " imgs_avg= imgs.mean(axis=1)\n", - " imgs_rel= torch.einsum(\"ij, i -> ij\", imgs, 1.0 / imgs.mean(axis=1))\n", - "\n", - " # Compute the reproduction loss\n", - " losses['avg'] = w_avg * torch.nn.functional.mse_loss(imgs_avg, obss_avg)\n", - " losses['rel'] = w_rel * torch.nn.functional.mse_loss(imgs_rel, obss_rel)\n", - " # Compute the regularisation loss\n", - " losses['reg'] = w_reg * diff_loss(smodel.model_1D['log_CO'][outside_star])\n", - " # Compute the hydrodynamic loss \n", - " losses['cnt'] = w_cnt * steady_state_cont_loss(smodel) \n", - "\n", - " # Set gradients to zero\n", - " optimizer.zero_grad()\n", - " # Backpropagate gradients\n", - " losses.tot().backward()\n", - " # Update parameters\n", - " optimizer.step()\n", - "\n", - " abundance_evol.append(smodel.get_abundance(smodel.model_1D).detach().clone())\n", - "\n", - " return imgs, losses, abundance_evol" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 0%| | 0/3 [00:00" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "loss.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "4481.03695590151 5000.0\n", - "0.27672761381224104 0.3\n", - "999.9999999999998 1000.0\n", - "19999.99999999998 20000.0\n", - "0.5 0.5\n" - ] - } - ], - "source": [ - "print(torch.exp(smodel.model_1D['log_T_in' ]).item(), T_in)\n", - "print(torch.exp(smodel.model_1D['log_epsilon']).item(), epsilon)\n", - "print(torch.exp(smodel.model_1D['log_v_in' ]).item(), v_in)\n", - "print(torch.exp(smodel.model_1D['log_v_inf' ]).item(), v_inf)\n", - "print(torch.exp(smodel.model_1D['log_beta' ]).item(), beta)" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "for CO in a_evol[-20:]:\n", - " plt.plot(CO)\n", - "plt.plot(n_CO)\n", - "plt.plot(np.exp(log_n_CO_init))\n", - "plt.yscale('log')\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "\n", - "colors = plt.cm.gist_rainbow(np.linspace(0, 1, len(imgs)))\n", - "\n", - "for i, (img, obs) in enumerate(zip(imgs, obss)):\n", - " plt.plot(velocities, img.data / img.data.mean(), linestyle='-', c=colors[i])\n", - " plt.plot(velocities, obs.data / obs.data.mean(), linestyle='--', c=colors[i])\n", - " # plt.plot(velocities, np.abs(obs.data / obs.data.mean() - img.data / img.data.mean()), linestyle='--', c=colors[i])\n", - " # plt.yscale('log')" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "magritte", - "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": "3.9.13" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/docs/src/examples/test_1D/test_1D.py b/docs/src/examples/test_1D/test_1D.py deleted file mode 100644 index fa10316..0000000 --- a/docs/src/examples/test_1D/test_1D.py +++ /dev/null @@ -1,356 +0,0 @@ -import numpy as np -import torch - -from astropy import units, constants -from pomme.model import TensorModel, SphericallySymmetric -from pomme.lines import Line - - -# Line data -line = Line('CO', 2) -line_2 = Line('CO', 3) -line_3 = Line('CO', 4) - - -# Frequency data -vdiff = 300 # velocity increment size [m/s] -nfreq = 100 # number of frequencies -dd = vdiff / constants.c.si.value * nfreq -fmin = line.frequency - line.frequency*dd -fmax = line.frequency + line.frequency*dd - -frequencies = torch.linspace(fmin, fmax, nfreq) -velocities = (frequencies / line.frequency - 1.0) * constants.c.si.value - - -# Frequency data -vdiff = 300 # velocity increment size [m/s] -nfreq = 100 # number of frequencies -dd = vdiff / constants.c.si.value * nfreq -fmin = line_2.frequency - line_2.frequency*dd -fmax = line_2.frequency + line_2.frequency*dd - -frequencies_2 = torch.linspace(fmin, fmax, nfreq) -velocities_2 = (frequencies_2 / line_2.frequency - 1.0) * constants.c.si.value - -# Frequency data -vdiff = 300 # velocity increment size [m/s] -nfreq = 100 # number of frequencies -dd = vdiff / constants.c.si.value * nfreq -fmin = line_3.frequency - line_3.frequency*dd -fmax = line_3.frequency + line_3.frequency*dd - -frequencies_3 = torch.linspace(fmin, fmax, nfreq) -velocities_3 = (frequencies_3 / line_3.frequency - 1.0) * constants.c.si.value - - -v_fac = 1.0e-1 - - -# Forward model -def forward(spherical): - - spherical.map_1D_to_2D() - - # Extract the projection cosine along the line of sight - direction = spherical.model_2D.get_radial_direction(origin=spherical.origin_2D)[0] - direction = direction.nan_to_num() - - img = line.LTE_image_along_last_axis( - density = torch.exp(spherical.model_2D['log_CO' ].T), - temperature = torch.exp(spherical.model_2D['log_temperature' ].T), - v_turbulence = torch.exp(spherical.model_2D['log_v_turbulence'].T), - velocity_los = v_fac * torch.exp(spherical.model_2D['log_velocity' ].T) * direction.T, - frequencies = frequencies, - dx = spherical.model_2D.dx(0) - ) - - # Compute the integrated line intensity - I = spherical.integrate_intensity(img) - - return I - - -# Forward model -def forward_2_lines(spherical): - - spherical.map_1D_to_2D() - - # Extract the projection cosine along the line of sight - direction = spherical.model_2D.get_radial_direction(origin=spherical.origin_2D)[0] - direction = direction.nan_to_num() - - img = line.LTE_image_along_last_axis( - density = torch.exp(spherical.model_2D['log_CO' ].T), - temperature = torch.exp(spherical.model_2D['log_temperature' ].T), - v_turbulence = torch.exp(spherical.model_2D['log_v_turbulence'].T), - velocity_los = v_fac * torch.exp(spherical.model_2D['log_velocity' ].T) * direction.T, - frequencies = frequencies, - dx = spherical.model_2D.dx(0) - ) - - img_2 = line_2.LTE_image_along_last_axis( - density = torch.exp(spherical.model_2D['log_CO' ].T), - temperature = torch.exp(spherical.model_2D['log_temperature' ].T), - v_turbulence = torch.exp(spherical.model_2D['log_v_turbulence'].T), - velocity_los = v_fac * torch.exp(spherical.model_2D['log_velocity' ].T) * direction.T, - frequencies = frequencies_2, - dx = spherical.model_2D.dx(0) - ) - - # Compute the integrated line intensity - I = spherical.integrate_intensity(img) - I_2 = spherical.integrate_intensity(img_2) - - return I, I_2 - - -# Forward model -def forward_N_lines(spherical, lines, frequencies): - - spherical.map_1D_to_2D() - - # Extract the projection cosine along the line of sight - direction = spherical.model_2D.get_radial_direction(origin=spherical.origin_2D)[0] - direction = direction.nan_to_num() - - imgs = [ - line.LTE_image_along_last_axis( - density = torch.exp(spherical.model_2D['log_CO' ].T), - temperature = torch.exp(spherical.model_2D['log_temperature' ].T), - v_turbulence = torch.exp(spherical.model_2D['log_v_turbulence'].T), - velocity_los = v_fac * torch.exp(spherical.model_2D['log_velocity' ].T) * direction.T, - frequencies = freq, - dx = spherical.model_2D.dx(0) - ) - for (line, freq) in zip(lines, frequencies) - ] - - # Compute the integrated line intensity - Is = [spherical.integrate_intensity(img) for img in imgs] - - return Is - - - - -def analytic_velo(r, v_in, v_inf, beta): - return v_in + (v_inf - v_in) * (1.0 - r_in / r)**beta - -def analytic_T(r, T_in, epsilon): - return T_in * (r_in / r)**epsilon - - -# Forward model -def forward_analytic_velo(spherical): - - r = spherical.model_1D.get_radius(origin=np.array([0])) - r[rr_out] = 0.1 - spherical.model_2D['log_CO'][r>r_out] = -100.0 - - imgs = [ - line.LTE_image_along_last_axis( - density = torch.exp(spherical.model_2D['log_CO' ].T), - temperature = temperature.T, - v_turbulence = torch.exp(spherical.model_2D['log_v_turbulence'].T), - velocity_los = velocity.T * direction.T, - frequencies = freq, - dx = spherical.model_2D.dx(0) - ) - for (line, freq) in zip(lines, frequencies) - ] - - # Compute the integrated line intensity - Is = [spherical.integrate_intensity(img) for img in imgs] - - return Is, imgs - - - - -n_elements = 128 - -r_in = (1.0e+2 * units.au).si.value -r_out = (1.0e+4 * units.au).si.value - -v_in = (1.0e+0 * units.km / units.s).si.value -v_inf = (2.0e+1 * units.km / units.s).si.value -beta = 0.5 - -T_in = (1.0e+3 * units.K).si.value -epsilon = 0.3 - -Mdot = (1.0e-6 * units.M_sun / units.yr).si.value - -v = lambda r: v_in + (v_inf - v_in) * (1.0 - r_in / r)**beta -T = lambda r: T_in * (r_in / r)**epsilon -rho = lambda r: Mdot / (4.0 * np.pi * r**2 * v(r)) -n_CO = lambda r: 1.0e-4 * constants.N_A.si.value / 2.02 * rho(r) - -v_turb = (0.25 * units.km / units.s).si.value - - - -def get_model(): - - model_1D = TensorModel(sizes=r_out, shape=n_elements) - - r = model_1D.get_radius(origin=np.array([0])) - r[rQ;K$=J~Y>?0eq&H0n(gZ;Sq(-A|CA83_!xlsY1nEeN zD4`eWASG<7^dh~zaqsh<^PKVh{Qkc8fI-F@WUZBJU3JcR=aresEfz*zMgRc7g4F-R z8~|X9qrAj|=qN{uD;ZlTf7Bl7+B~xG!8{7Q>*oqEzWd16%jc1o`#s^uu73XRJ`WUS zm1Gs9h3`LlG1-`KyJ|b>!<_6vbUY2&*WTBP5z1Go7n|9uRmBulL?^1qMSLH^&Nf9>}FEb)Imo-y7ro-x|xgn(LGqjM&xG;*MAJyIZ2gzxZ41nraIonLjt`QmkTG7C8h zf-24yH25bZ3e7>e8f7XSwcqu$eR8Da1rE6m!H05NLHO;i4F3p*8vtoO)M+*RWXc=| zrUNv0d)c=^+LRxrq&@F`vvdcB%F+TZ$*iGzsxBdxO%(R)CCZfhg>0ynng1Xx9o`}{ zk-f{GEIlkdSIfn|%Shf{WjA)?yAq<#ds-Ul=Oj2#kJs#{wfZ6~j zz;wWKh3Ln4c&|r;lMEO!22iDfP!-=)kSBES3Sz*HVXIH};3oPVtas&+MVGTHo#KK9Vd^u4vCYU>KWg@5asdmaE zRL)TNx9NX5_aH$~fE+d7690r6=@8BFsPOx9a5a^QFvDrDVD>o!#F+hbipwSqR(7qv z7ww|zYm48WvvZ1Ycd;gfJo3y5TkIc&lftXqEj&O_920iX@3q`3c-92xS^P=@Fz@$` 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This list will be cached so future operations will be faster.\n", - " warnings.warn(\"The first time a LAMDA function is called, it must \"\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "You have selected line:\n", - " CO(J=3-2)\n", - "Please check the properties that were inferred:\n", - " Frequency 3.457959899e+11 Hz\n", - " Einstein A coeff 2.497000000e-06 1/s\n", - " Molar mass 28.0101 g/mol\n" - ] - } - ], - "source": [ - "import matplotlib.pyplot as plt\n", - "plt.rcParams[\"font.family\"] = \"serif\"\n", - "import numpy as np\n", - "import torch\n", - "\n", - "from pomme.loss import Loss\n", - "\n", - "from test_1D import get_model, get_obs, forward, frequencies, velocities, r_in\n", - "from test_1D_CO_and_T import get_initial_model, reconstruct, reconstruct2" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "test_model_name = 'models/test_model_1D.h5'\n", - "spherical_model = get_model()\n", - "spherical_model.model_1D.save(test_model_name)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "obs = get_obs()" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "nCO_init = 30\n", - "tmp_init = 1.0e+3\n", - "spherical = get_initial_model(\n", - " from_model = test_model_name,\n", - " nCO = nCO_init,\n", - " tmp = tmp_init\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 0, 'frequency [km/s]')" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.title(\"Synthetic observation\")\n", - "plt.plot(velocities/1.0e+3, obs.data)\n", - "plt.plot(velocities/1.0e+3, forward(spherical).data)\n", - "plt.ylabel(r\"intensity [.]\")\n", - "plt.xlabel(r\"frequency [km/s]\")" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 0%| | 0/3 [00:00" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "loss.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.title(\"Model & Reconstruction\")\n", - "plt.plot(velocities/1.0e+3, obs.data/obs.data.max(), c='k', linestyle=':', label='Model')\n", - "plt.plot(velocities/1.0e+3, img.data/obs.data.max(), label='Reconstruction')\n", - "plt.ylabel(r\"intensity [.]\")\n", - "plt.xlabel(r\"frequency [km/s]\")\n", - "plt.legend()" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.plot(torch.exp(spherical_model.model_1D['log_CO']).data, c='k', linestyle=':', label='model')\n", - "plt.axhline(100)\n", - "plt.plot(torch.exp(spherical.model_1D['log_CO']).data, label='reconstruction')\n", - "plt.yscale('log')\n", - "plt.ylabel('CO abundance [m$^{-3}$]')\n", - "plt.xlabel('Radius [m]')\n", - "plt.legend()" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.plot(torch.exp(spherical_model.model_1D['log_temperature']).data, c='k', linestyle=':', label='model')\n", - "plt.plot(torch.exp(spherical.model_1D['log_temperature']).data, label='reconstruction')\n", - "plt.yscale('log')\n", - "plt.ylabel('CO abundance [m$^{-3}$]')\n", - "plt.xlabel('Radius [m]')\n", - "plt.legend()" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "spherical.model_1D.save('models/test_model_1D_rec_CO_30_tmp_1000_2.h5')" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [], - "source": [ - "from test_1D_CO_and_T import steady_state_heat_loss, steady_state_cont_loss" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [], - "source": [ - "r = 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get_initial_model(from_model, nCO, tmp): - - # Define and initialise the model variables - model_1D = TensorModel.load(from_model) - model_1D['log_CO' ] = np.log(nCO) * np.ones(model_1D.shape) - model_1D['log_temperature'] = np.log(tmp) * np.ones(model_1D.shape) - - # Explicitly set all model variables fixed except log_CO - model_1D.fix_all() - model_1D.free('log_CO') - model_1D.free('log_temperature') - - # Create a spherically symmetric model form the 1D TensorModel - spherical = SphericallySymmetric(model_1D) - - return spherical - - -def steady_state_cont_loss(spherical, r): - """ - Loss assuming steady state hydrodynamics, i.e. vanishing time derivatives. - """ - log_rho = spherical.model_1D['log_CO'] - log_v_r = spherical.model_1D['log_velocity'] - - rho = torch.exp(log_rho) - v_r = torch.exp(log_v_r) - - # Continuity equation (steady state): div(ρ v) = 0 - loss_cont = spherical.model_1D.diff_x(r**2 * rho * v_r) - - # Compute the mean squared losses - loss = torch.mean((loss_cont/((r**2)*rho))**2) - - # Return losses - return loss - - -def steady_state_heat_loss(spherical, r): - """ - Loss assuming steady state hydrodynamics, i.e. vanishing time derivatives. - """ - log_tmp = spherical.model_1D['log_temperature'] - log_rad = torch.log(r) - - log_tmp = log_tmp - log_tmp[0] - log_rad = log_rad - log_rad[0] - - loss_heat = spherical.model_1D.diff_x(log_tmp[1:] / log_rad[1:]) - # Heat equation (steady state): div(ρ v) = 0 - # loss_heat = spherical.model_1D.diff_x(r * spherical.model_1D.diff_x(log_tmp)) - - # Compute the mean squared losses - loss = torch.mean(loss_heat**2) - - # Return losses - return loss - - -def fit(loss, spherical, obs, N_epochs=10, lr=1.0e-1, w_rep=1.0, w_reg=1.0, w_tmp=1.0): - - r = spherical.model_1D.get_coords(origin=np.array([-2])) - r[r" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.title(\"Synthetic observation\")\n", - "plt.plot(velocities/1.0e+3, obs.data)\n", - "plt.plot(velocities/1.0e+3, forward(spherical).data)\n", - "plt.ylabel(r\"intensity [.]\")\n", - "plt.xlabel(r\"frequency [km/s]\")" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "log_v_in 2.302585092994046\n", - "log_v_inf 9.903487552536127\n", - "log_beta -0.10536051565782628\n", - "log_T_in 6.907755278982137\n", - "log_epsilon -0.16251892949777494\n" - ] - }, - { - "data": { - "image/png": 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", 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.title(\"Model & Reconstruction\")\n", - "plt.plot(velocities/1.0e+3, obs.data/obs.data.max(), c='k', linestyle=':', label='Model')\n", - "plt.plot(velocities/1.0e+3, img.data/obs.data.max(), label='Reconstruction')\n", - "plt.ylabel(r\"intensity [.]\")\n", - "plt.xlabel(r\"frequency [km/s]\")\n", - "plt.legend()" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.plot(torch.exp(spherical_model.model_1D['log_CO']).data, c='k', linestyle=':', label='model')\n", - "plt.axhline(100)\n", - "plt.plot(torch.exp(spherical.model_1D['log_CO']).data, label='reconstruction')\n", - "plt.yscale('log')\n", - "plt.ylabel('CO abundance [m$^{-3}$]')\n", - "plt.xlabel('Radius [m]')\n", - "plt.legend()" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.plot(torch.exp(spherical_model.model_1D['log_temperature']).data, c='k', linestyle=':', label='model')\n", - "plt.plot(torch.exp(spherical.model_1D['log_temperature']).data, label='reconstruction')\n", - "plt.yscale('log')\n", - "plt.ylabel('Temperature')\n", - "plt.xlabel('Radius [m]')\n", - "plt.legend()" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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z4zjJ{JO8NVZ1~d~GAMAKT?%R&Th@((TS5|30udc!;!}&GO}rQUWFlk4iZ2Zq$@fdq zU&*VxvekwGwUst}%YJDf8nNB)evrx7Hj_=1&3!HjPl8VjBySULu zb$45J4T^c-b64I|mjZuuUaRPQwnxn1-tx36y3_tqaciTBG?!3%hOx9R`+|=s&*kI5 z)q``p0Q|tXTDj%T$5;Qqc+dY=D#*vN{@-=h{})C#t6cMAM6;Ck?$s&P@S#H< K-_;xpzWhHP&Y3Cz diff --git a/docs/src/examples/test_1D/test_1D_CO_and_T_and_vel.py b/docs/src/examples/test_1D/test_1D_CO_and_T_and_vel.py deleted file mode 100644 index eca0503..0000000 --- a/docs/src/examples/test_1D/test_1D_CO_and_T_and_vel.py +++ /dev/null @@ -1,187 +0,0 @@ -import matplotlib.pyplot as plt -import numpy as np -import torch - -from torch.optim import Adam -from tqdm import tqdm -from astropy import units, constants - -from pomme.model import TensorModel, SphericallySymmetric -from pomme.lines import Line -from pomme.loss import Loss, diff_loss - -from test_1D import forward, forward_analytic_velo, forward_analytic_velo_and_T, get_model, line, frequencies, velocities, r_in, v_fac - - -def get_initial_model(from_model, nCO, v_in, v_inf, beta, tmp, epsilon): - - # Define and initialise the model variables - model_1D = TensorModel.load(from_model) - model_1D['log_CO' ] = np.log(nCO) * np.ones(model_1D.shape) - # model_1D['log_velocity' ] = np.log(1/v_fac * vel) * np.ones(model_1D.shape) - # model_1D['log_temperature'] = np.log(tmp) * np.ones(model_1D.shape) - - model_1D['log_v_in' ] = np.log(v_in) - model_1D['log_v_inf' ] = np.log(v_inf) - model_1D['log_beta' ] = np.log(beta) - - model_1D['log_T_in' ] = np.log(tmp) - model_1D['log_epsilon'] = np.log(epsilon) - - # Explicitly set all model variables fixed except log_CO - model_1D.fix_all() - model_1D.free('log_CO') - model_1D.free('log_v_in') - model_1D.free('log_v_inf') - model_1D.free('log_beta') - model_1D.free('log_T_in') - model_1D.free('log_epsilon') - # model_1D.free('log_velocity') - # model_1D.free('log_temperature') - - # Create a spherically symmetric model form the 1D TensorModel - spherical = SphericallySymmetric(model_1D) - - return spherical - - -def steady_state_cont_loss(spherical, r): - """ - Loss assuming steady state hydrodynamics, i.e. vanishing time derivatives. - """ - log_rho = spherical.model_1D['log_CO'] - log_v_r = spherical.model_1D['log_velocity'] - - rho = torch.exp(log_rho) - v_r = torch.exp(log_v_r) - - # Continuity equation (steady state): div(ρ v) = 0 - loss_cont = spherical.model_1D.diff_x(r**2 * rho * v_r) - - # Compute the mean squared losses - loss = torch.mean((loss_cont/((r**2)*rho))**2) - - # Return losses - return loss - - -def steady_state_heat_loss(spherical, r): - """ - Loss assuming steady state hydrodynamics, i.e. vanishing time derivatives. - """ - log_tmp = spherical.model_1D['log_temperature'] - log_rad = torch.log(r) - - log_tmp = log_tmp - log_tmp[0] - log_rad = log_rad - log_rad[0] - - loss_heat = spherical.model_1D.diff_x(log_tmp[1:] / log_rad[1:]) - # Heat equation (steady state): div(ρ v) = 0 - # loss_heat = spherical.model_1D.diff_x(r * spherical.model_1D.diff_x(log_tmp)) - - # Compute the mean squared losses - loss = torch.mean(loss_heat**2) - - # Return losses - return loss - - -def fit(loss, spherical, obs, N_epochs=10, lr=1.0e-1, w_rep=1.0, w_reg=1.0, w_tmp=1.0): - - r = spherical.model_1D.get_coords(origin=np.array([0])) - r[r" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "I, I_2 = forward_2_lines(spherical)\n", - "\n", - "plt.figure(dpi=150)\n", - "plt.title(\"Synthetic observation\")\n", - "plt.plot(velocities/1.0e+3, obs .data, linestyle=':')\n", - "plt.plot(velocities/1.0e+3, obs_2.data, linestyle=':')\n", - "plt.plot(velocities/1.0e+3, I .data)\n", - "plt.plot(velocities/1.0e+3, I_2.data)\n", - "plt.ylabel(r\"intensity [.]\")\n", - "plt.xlabel(r\"frequency [km/s]\")\n", - "# plt.yscale('log')" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "log_v_in 2.302585092994046\n", - "log_v_inf 9.903487552536127\n", - "log_beta -0.10536051565782628\n", - "log_T_in 6.907755278982137\n", - "log_epsilon -0.16251892949777494\n" - ] - }, - { - "data": { - "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "spherical.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "# spherical.model_1D.save('models/model_all.h5')" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 0%| | 0/3 [00:00" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "loss.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Variable key: Free/Fixed: Field: Min: Mean: Max:\n", - " log_CO Free True +2.820e+00 +4.748e+00 +1.483e+01\n", - " log_temperature Fixed True +7.138e+00 +7.438e+00 +8.517e+00\n", - " log_v_turbulence Fixed True +5.521e+00 +5.521e+00 +5.521e+00\n", - " log_velocity Fixed True +9.210e+00 +1.214e+01 +1.220e+01\n", - " log_v_in Free False +7.136e+00 +7.136e+00 +7.136e+00\n", - " log_v_inf Free False +9.913e+00 +9.913e+00 +9.913e+00\n", - " log_beta Free False +1.399e-01 +1.399e-01 +1.399e-01\n", - " log_T_in Free False +7.962e+00 +7.962e+00 +7.962e+00\n", - " log_epsilon Free False -1.719e+00 -1.719e+00 -1.719e+00\n", - "sizes: [1.49597871e+15]\n", - "shape: (128,)\n" - ] - } - ], - "source": [ - "spherical.model_1D.info()" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "log_v_in 7.136251686643069\n", - "log_v_inf 9.912594352634061\n", - "log_beta 0.13992081185241864\n", - "log_T_in 7.962155035068916\n", - "log_epsilon -1.7193901459838783\n" - ] - }, - { - "data": { - "image/png": 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", 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", 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", 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", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.plot(torch.exp(spherical_model.model_1D['log_CO']).data, c='k', linestyle=':', label='model')\n", - "plt.plot(torch.exp(spherical.model_1D['log_CO']).data, label='reconstruction')\n", - "plt.yscale('log')\n", - "plt.ylabel('Temperature')\n", - "plt.xlabel('Radius [m]')\n", - "plt.legend()" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "ename": "NameError", - "evalue": "name 'temperature' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m/STER/frederikd/pomme/docs/src/examples/test_1D/test_1D_CO_and_T_and_vel_2_lines.ipynb Cell 14\u001b[0m line \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m plt\u001b[39m.\u001b[39mfigure(dpi\u001b[39m=\u001b[39m\u001b[39m150\u001b[39m)\n\u001b[1;32m 2\u001b[0m plt\u001b[39m.\u001b[39mplot(torch\u001b[39m.\u001b[39mexp(spherical_model\u001b[39m.\u001b[39mmodel_1D[\u001b[39m'\u001b[39m\u001b[39mlog_temperature\u001b[39m\u001b[39m'\u001b[39m])\u001b[39m.\u001b[39mdata, c\u001b[39m=\u001b[39m\u001b[39m'\u001b[39m\u001b[39mk\u001b[39m\u001b[39m'\u001b[39m, linestyle\u001b[39m=\u001b[39m\u001b[39m'\u001b[39m\u001b[39m:\u001b[39m\u001b[39m'\u001b[39m, label\u001b[39m=\u001b[39m\u001b[39m'\u001b[39m\u001b[39mmodel\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[0;32m----> 3\u001b[0m plt\u001b[39m.\u001b[39mplot(temperature\u001b[39m.\u001b[39mdata, label\u001b[39m=\u001b[39m\u001b[39m'\u001b[39m\u001b[39mreconstruction\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[1;32m 4\u001b[0m plt\u001b[39m.\u001b[39myscale(\u001b[39m'\u001b[39m\u001b[39mlog\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[1;32m 5\u001b[0m plt\u001b[39m.\u001b[39mylabel(\u001b[39m'\u001b[39m\u001b[39mTemperature\u001b[39m\u001b[39m'\u001b[39m)\n", - "\u001b[0;31mNameError\u001b[0m: name 'temperature' is not defined" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.plot(torch.exp(spherical_model.model_1D['log_temperature']).data, c='k', linestyle=':', label='model')\n", - "plt.plot(temperature.data, label='reconstruction')\n", - "plt.yscale('log')\n", - "plt.ylabel('Temperature')\n", - "plt.xlabel('Radius [m]')\n", - "plt.legend()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.plot(v_fac * torch.exp(spherical_model.model_1D['log_velocity']).data, c='k', linestyle=':', label='model')\n", - "plt.plot(velocity.data, label='reconstruction')\n", - "plt.yscale('log')\n", - "plt.ylabel('Velocity')\n", - "plt.xlabel('Radius [m]')\n", - "plt.legend()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "spherical.model_1D.save('models/test_model_all_CO_25_beta_0.9_epsilon_0.85_2_lines.h5')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "magritte", - "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": "3.9.13" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/docs/src/examples/test_1D/test_1D_CO_and_T_and_vel_2_lines.py b/docs/src/examples/test_1D/test_1D_CO_and_T_and_vel_2_lines.py deleted file mode 100644 index 6980764..0000000 --- a/docs/src/examples/test_1D/test_1D_CO_and_T_and_vel_2_lines.py +++ /dev/null @@ -1,250 +0,0 @@ -import matplotlib.pyplot as plt -import numpy as np -import torch - -from torch.optim import Adam -from tqdm import tqdm -from astropy import units, constants - -from pomme.model import TensorModel, SphericallySymmetric -from pomme.lines import Line -from pomme.loss import Loss, diff_loss - -from test_1D import forward, forward_2_lines, forward_analytic_velo, forward_analytic_velo_and_T, forward_analytic_velo_and_T_2_lines, get_model, line, frequencies, velocities, r_in, v_fac - - -def get_initial_model(from_model, nCO, v_in, v_inf, beta, tmp, epsilon): - - # Define and initialise the model variables - model_1D = TensorModel.load(from_model) - model_1D['log_CO' ] = np.log(nCO) * np.ones(model_1D.shape) - # model_1D['log_velocity' ] = np.log(1/v_fac * vel) * np.ones(model_1D.shape) - # model_1D['log_temperature'] = np.log(tmp) * np.ones(model_1D.shape) - - model_1D['log_v_in' ] = np.log(v_in) - model_1D['log_v_inf' ] = np.log(v_inf) - model_1D['log_beta' ] = np.log(beta) - - model_1D['log_T_in' ] = np.log(tmp) - model_1D['log_epsilon'] = np.log(epsilon) - - model_1D.fix_all() - model_1D.free('log_CO') - model_1D.free('log_v_in') - model_1D.free('log_v_inf') - model_1D.free('log_beta') - model_1D.free('log_T_in') - model_1D.free('log_epsilon') - # model_1D.free('log_velocity') - # model_1D.free('log_temperature') - - # Create a spherically symmetric model form the 1D TensorModel - spherical = SphericallySymmetric(model_1D) - - return spherical - - -def steady_state_cont_loss(spherical, r): - """ - Loss assuming steady state hydrodynamics, i.e. vanishing time derivatives. - """ - log_rho = spherical.model_1D['log_CO'] - log_v_r = spherical.model_1D['log_velocity'] - - rho = torch.exp(log_rho) - v_r = torch.exp(log_v_r) - - # Continuity equation (steady state): div(ρ v) = 0 - loss_cont = spherical.model_1D.diff_x(r**2 * rho * v_r) - - # Compute the mean squared losses - loss = torch.mean((loss_cont/((r**2)*rho))**2) - - # Return losses - return loss - - -def steady_state_heat_loss(spherical, r): - """ - Loss assuming steady state hydrodynamics, i.e. vanishing time derivatives. - """ - log_tmp = spherical.model_1D['log_temperature'] - log_rad = torch.log(r) - - log_tmp = log_tmp - log_tmp[0] - log_rad = log_rad - log_rad[0] - - loss_heat = spherical.model_1D.diff_x(log_tmp[1:] / log_rad[1:]) - # Heat equation (steady state): div(ρ v) = 0 - # loss_heat = spherical.model_1D.diff_x(r * spherical.model_1D.diff_x(log_tmp)) - - # Compute the mean squared losses - loss = torch.mean(loss_heat**2) - - # Return losses - return loss - - -def fit(loss, spherical, obs, N_epochs=10, lr=1.0e-1, w_rep=1.0, w_reg=1.0, w_tmp=1.0): - - r = spherical.model_1D.get_coords(origin=np.array([0])) - r[r" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for i in range(len(obss)-1):\n", - " plt.plot((obss[i] / obss[i+1]).data)\n", - "\n", - "# plt.yscale('log')\n", - "# plt.xlim((20,80))\n", - "plt.ylim((0, 1))" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(lines[0].LTE_pops(torch.Tensor([1000.0])).data)\n", - "plt.plot(lines[0].LTE_pops(torch.Tensor([100.0])).data)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "nCO_init = 25\n", - "v_in = 1.0e+3\n", - "v_inf = 2.0e+4\n", - "beta = 0.9\n", - "tmp_init = 1.0e+3\n", - "epsilon = 0.85\n", - "spherical = get_initial_model(\n", - " from_model = test_model_name,\n", - " nCO = nCO_init,\n", - " v_in = v_in,\n", - " v_inf = v_inf,\n", - " beta = beta,\n", - " tmp = tmp_init,\n", - " epsilon = epsilon\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Variable key: Free/Fixed: Field: Min: Mean: Max:\n", - " log_CO Free True +3.219e+00 +3.219e+00 +3.219e+00\n", - " log_temperature Fixed True +7.138e+00 +7.438e+00 +8.517e+00\n", - " log_v_turbulence Fixed True +5.521e+00 +5.521e+00 +5.521e+00\n", - " log_velocity Fixed True +9.210e+00 +1.214e+01 +1.220e+01\n", - " log_v_in Free False +6.908e+00 +6.908e+00 +6.908e+00\n", - " log_v_inf Free False +9.903e+00 +9.903e+00 +9.903e+00\n", - " log_beta Free False -1.054e-01 -1.054e-01 -1.054e-01\n", - " log_T_in Free False +6.908e+00 +6.908e+00 +6.908e+00\n", - " log_epsilon Free False -1.625e-01 -1.625e-01 -1.625e-01\n", - "sizes: [1.49597871e+15]\n", - "shape: (128,)\n" - ] - } - ], - "source": [ - "spherical.model_1D.info()" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "Is = forward_N_lines(spherical, lines, frequencies)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 0, 'frequency [km/s]')" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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XsBD4DMHA5s2hOYx621tFsOest4exdODveIRf1e8IBvAWghOZDlY+uPf3eQfBv811SqnHCQY+jQRTyu6m7wJpv/e8YTf/JPieeqNS6l8E/0c/SzAY2WL43xn4v0HvOCCtdXMobe5J4BtKqQqCaW4u4CLgiwTTP2/VWht7w/IZ5v9upP+nEX6HQohkSvUsmXKTm9zkNho3gieLFxA8SX2K4AlkJ8EqQ90Ex6z0DsQ3RbjPXxA8MV05zDpfoW/Ge+PtxdDyW4dYfmKQfd1C8Iq3B2gFXgIuDC27eIj96NDy6UMtB6YP8ru6meAYoWaCV60bgX8zyGzqUbRxqJ91sDZkAR8HXiUYYHiBUwSDzgVxvA9swCcJTkzaHmrnSYKDz5cPsv6PB/5dCKaOfYHg+Imu0PtnM8ExImqQfUwmGGw8Q7AqV2fouMdCP885w7S3jGAPy57QcTzAEYLB46xB1n8x0t/xMMd8JLT+OyNY9yKCQWtT6H3STLAK3bs4+73/4iDbf4rg/2JP6D32FLBkhP8dPch+8gkGTNtDv1936Pf0qyF+T0O9F09E8v8kN7nJLXU3pXUyU7SFEGL8Uko9AkzVWq9KdVuEEEKIiUDSxoQQIgahlJY3AO9PdVuEEEKIiUIG7AshRASUUr9RSl1keOljQAt91Y6EEEIIkWTS8yKEEJG5FJivlPoUMJNgxav/p/tXlRJCCCFEEsmYFyGEiIBS6kHgKoLVxWqAX2mtv5vaVgkhhBATiwQvQgghhBBCiLQgY16EEEIIIYQQaUGCFyGEEEIIIURakOBFCCGEEEIIkRYkeBFCCCGEEEKkBQlehBBCCCGEEGlB5nkZo5RSdYAdOJXqtgghhBBCCJFAUwCn1ro82g2lVPIYpZTqsFqtOTNnzkx1U4QQQgghhEiYo0eP4vF4OrXWudFuKz0vY9epmTNnLti7d2+q2yGEEEIIIUTCLFy4kH379sWUXSRjXoQQQgghhBBpQYIXIYQQQgghRFqQ4EUIIYQQQgiRFiR4EUIIIYQQQqQFCV6EEEIIIYQQaUGCFyGEEEIIIURakOBFCCGEEEIIkRYkeBFCCCGEEEKkBQlehBBCCCGEEGlBghchhBBCCCFEWpDgRQghhBBCCJEWJHgRQgghhBBCpAUJXoQQQgghhBBpQYIXIYQQQgghRFqQ4EUIIYQQQgiRFiR4EUIIIYQQQqQFCV6EEEIIIYQQaUGCFyGEEEKIJDjt7uGJhjaOOT2pbooQ44Yl1Q0QQgghhBhvHq1v5aP7TqKBAouZZ1fOpTIrM9XNEiLtSc+LECItvNraye5O51mvf/rgKb5/vJYunz8FrRJCiMGtzXegQ49bfX6eaGhLZXOEGDfSNnhRSmUppb6slDqolHIrpWqUUr9XSlXGsb9vKqV6lFL3jbDuPKXUd5RSW5VSnUopj1LqpFLqfqXU4ph+ICHEkLTWfP7wGa7Ycog3bDvMzlAQs6fTyR9rmrnnRD2rN+zniNOd4pYKIUTQJGtfL8vfl83kg1NKUtgaIcaPtEwbU0plAc8Bi4FbgX8DC4AHgO1KqXVa6yNR7O8S4F6gGMgYYd3FwE6gFfgE8B/AC1wG/Ax4u1LqJq31Y1H9UEKIIb3a1sXB7mBgsqm9m2xz8LrLz6obwuuUZFqosllT0j4hxMT1cF0LzzR18KayfC4tysVq6rsufOD8ReRZzCilUthCIcaXdO15uRtYB3xOa/2o1tqltd4K3EQwALkv0h0ppd4O/AP4CXBnBJtYAQV8RGv9J611g9a6VWv9CHAbweDn/0IBlhAiAUwolufYAbikMIeZ9uC/1/fnTuET08qwmRSfnzEJs5wgCCFG2V9rW3iisY3b9pzgW8dq+y3Lz7BI4CJEgqVdz4tSygbcDvQA9xuXaa13K6U2AOcppc7XWr8SwS6PAwu01jVKqVsjWL8b2Az8c5BlzwBuoBBYBfwvgv0JIUawriCbf587h20d3VgMJwK5FjOfnTGJ900uoSjDnMIWCiEmolpPD6+1dYWfv6EkP3WNEWKCSMeel0uBbGCn1rprkOWvhu6vj2RnWusNWuuaSA+utd6vtV6ltXYNsiwA9LZJLrUIkWArch0sCfXAGBVnytVNIcToK8qwcP/iKt5Yms98RxYrcs/+fDJq9/rY2DbYqYsQIlJp1/MCLA3dHx9iee/rS0ahLf0opYoJpq11ANtG+/hCCCGEGD2ZJhNXFudxZXEeAa2HvIhS5/HynWO1PN7Qis1sYtvahWSZ0/H6sRCpl47/OZNC9y1DLG8dsN5oenfo/kda684UHF+ICa3G3cOvqxu4astBtrZ3p7o5QogJxDRM76/NpHi8oRVXQNPi9fNkY9voNUyIcSYde156+2R7hljuGbDeqFBKTQK+BGwCvhnFdnuHWDQzEe0SIl1prbl1z3HOzXXwjklFFGWO/HH1sf3V4fzzxxpaOSfPkexmCiHEiPIyLFxfWsBf61oozDDjDARS3SQh0lY69rz0zlI31DS11gHrJZ1Syg78HWgE3qC19o7WsYUYrza1d/Ofpg6+eayWc9bvpcEz8r/VDaX54cf/bGjDr/XQKwshRIy01ngD0X2+fHBKCb9cMI3t6xby7oriJLVMiPEvHXte6kL3hUMsLwjd1w6xPKFCJZEfA4qAy7XW9dFsr7VeOMR+9xKcu0aICen3Z5rCj8/NdVBqHXYKJgBeX5rPb083cm1JPteX5kvpZCFEUmzvcPKu3ce4riSfN5cVsCo/e8Rt5mfbmJ9tG4XWCTG+pWPwsiN0XzXE8t7XdyW7IUopB8GSyaXAhdEGLkKIoX11ViUz7Vb+VNPMeydHdpWyMMPCy6vnJ7llQoiJ7tGGVlq8fu6vaeaw08Ojy2eluklCTBjpGLy8QHCulSVKKYfWeuCo3HWh+8HmYUkYpVQu8CRgAy7WWjcblr0VOKW1fi2ZbRBiPCu3ZvDpqkncMa2s39wuQgiRSlprnm5qDz9/c1nBMGsLIRIt7ca8aK2dwM8Jjm252bhMKbUQWAus11q/bHj9EqXUJqXU7Ylog1KqAPgvwd/fZcbAJeTDwJWJOJYQE53VZJL0LyHEmKGU4vmV8/jJvKlcUpjDtSV5Ue/DF9D8p6mdLx85k4QWCjG+pWPPC8DXgIuA7yql6oCngfnAn4Bm4NYB698JrAyt87N4DqyUKgKeBZYB/wLuHaSu+wLgxXiOI4RIDKc/gF3mUxBCJFCuxcxbJxXy1klDDb8dWovXx+WbD1ITKkLylrICFg0y+a4QYnBpGbxorZ1KqUuAzwHfA/5KcN6Xp4Evaa1PD9jkIeBC4A+D7U8pNbBkyC1KqVtCj2/TWt9nWHYBwcAF4PWx/gxCiMHpYSZ6i5TLH+CxhlYer29jZ6eT7etkQjghxNhQmGGh3JoRDl7+UtvCNyV4ESJiaRm8AGit3cCXQ7eR1v0TwV6ZoZZHfKaktX4MkBwWIZLk9dsOk2cxc15BDjeVF1CSOXKVsYE08IXDZ3D6g3MpPN/SwTUl+YltqBBCxOjtkwo54nSzNj+bFbkSuAgRjbQNXoQQ409jj5etHcEpmp5v6eTq4jxKhprRaRh2s4nXFefxaH1rcF/NnRK8CCHidtTpZobNGnfv8E3lhbxjUpGM5xMiBhK8CCHGjFdbu8KPK6wZVNliiFxC3lpeSI7ZxA1lBazOcySieUKICazV6+PiTQepsGbwprICPja1FIfFHNO+rCZJYxUiVhK8CCHGjKuK83hk2Uxeae0iy6Tiurp5UWEOFxXmJLB1QoiJ7F+NbXi15qS7hz/VNHPn9PJUN0mICUmCFyHEmGEzmzi/IIfzCyToEEKMLfu73OHHN5TlYzFJypcQqSDBixBCiAnrG0drwo8/NrWU/Az5WhSD+9acyXxsain/bmpnbX52QvbpCQTY2u7k1bZO3l1RTLk1+gIlQkw08ikthJgQPIEAHT5/TNXLxPj18+qG8OObK4okeBHDqsjK5L2TSxK2v6u2HOJAd7BHZ5rNyk3l0c8bI8REIyPGhBDj2sa2Lt675zgLXtnDV4/UjLyBEEKMknMMZZJfae1MYUuESB9yiUkIkXJaa67aeogpWZmcl5/Nm8oKEnYFvLHHx5ON7QA829yBL6AlV12EvbuiKDxxl8PcVznK7Q/waH0rWzu6uWfe1NQ0Tox75xXk8Gh9K6vyslkpVRGFiIgEL0KIlKt297Cr08WuThdPNrZzbQLnZLm4MIdMpejRGk9Ac9jpZn62LWH7F+nt+3OnnPVavcfL5VsO0tjjA+BdFcUsl4kEJ6wjTjeZSjHVZk34vq8tyePaksVSOlmIKMh/ixAi5Yzzu8y2WylL4KDVbIuZL82s4E+Lq9h3/iIJXMSISjMtTM3qm2Po16cahllbjHffP17Hqg37uXLzQZ5pak/ovq0mkwQuQkRJel6EECl3XWk+xZkWXm3toiQz8R9L75+SuAG2Ir29d89xluXYubmiiLwhUhOVUnx4Sikf23+Sm8oL+aC8fyYstz/As80dAOzqcqFT3B4hhAQvQogxIMdi5sriPK4szkt1U8Q4trm9mycb23mysZ0fn6znldXzmGTNHHTdq0vy2JK/kOIkBNMifZzx9FBhzeCw04PdbOJCmYNKiJSTT2UhhBATwr2G9K8lObYhAxcAs1ISuAhm2rN4efV8DnW7OdTtxmZOToqXL6DZ1eXk1dYuri/NT8r4GiHGC/lkFkJMKH6tOdDtZqGMfZlwvjV7MrPtWdx3pokPTylNdXNEGpnjyGKOIytp+79h+2G2dDgByLWYuaVSghchhiKjxIQQE0K3z88d+6tZ/OoeLt98kMYeb6qbJEZZqTWDz8yYxJZ1C7i8KDfq7U+5e+gJBJLQMjHRLTNUs3u1rWuYNYUQErwIIVImoDWXbT7AR/ed5M+1zXT7/Ek7lt1s4uXWTlq8fjSEB+GKicdhNmNSkc/1s7PTyYf2nmDNhn38o74teQ0TE9Z5+dlkKMXqPAcrcqQstxDDkeBFCJEyB7rd7O1y8/f6Vu46cAqfTl4tH6VUuCCARQWvogsRiT+eaeKxhjb8Olg2WSfxfSrGhoDW/LW2mabQXD/JdmlRLgcuWMTjK2bzoamS0ijEcGTMixAiZV5p7Qw/XpJjH7J0baK8a1Iha/IcXFKYk/RjibHB7Q9wxOlmURxXsz84pZQHa1sA6PYHqOvxDjvYX6S/bR1OPnHgFCZOcV5BNn9dOhNzFL110bKaTMgoFyEiI9/eQoiUeXNZIeXWTF5p7WSWPflf3Yty7HGdxIr080h9K3cdPMWFBdl8bGoZFxZGX+p2jiOLj00tZWmOnWtK8pJ6EivGhicb2wAIAAGN/M2FGEMkeBFCpExRpoU3lObzhtL8VDdFjENa63B55P+1djHDnhVT8ALwxZkViWyaGOMKMixMsmZQ6/FyTYnMPyXEWCLBixBCiHGpyeujzVAE4gOTS1LYGpFOPj6tjI9NLWVHp5NpWaOX0BXQmoPdbl5t6+KywlyqRqFHWoh0I8GLEGJC0lqzr9tNvsVMZZaMXxiPSjIz2LluIbu7XOzocDJDTgRFFExKsSLXMarHfOeuY7zQEhwL6J+l+aBdBu8LMZBUGxNCTDj/d7qRc9fv47LNB3mgpjnVzRFJZFKKpTl2bqksTtg+ewIBXm7ppM07OpWoxMRhnDz31VaZ70WIwUjwIoQYdT2BAJdsOsBdB07xWH0rbv/oTvzXE9Cc8QQnqfxPU/uoHlukt88eOs38V/bwlp1H+a/MFSQS7Lz8bBSwJNvGUikuIsSgJHgRQoy6bR1O9ne7eaC2mU8cqB71419V3DcAN8tsotufvMkxxfjiC2i6Q8H2cxK8jDuP1bfyaH1rUifMHc66gmz2n7+IZ1bO5c6q8pS0QYixTsa8CCFG3cuG+V1W5jnIMkd+HcUb0GSY4itbOsNu5VcLpnFefjal1oy49iXGpn1dLqbZMnGYzQnd72VFOTxQ20yWSUn53HFGa833jtdxzOXBZjLx64XT+l3oGA1WkwmrSa4rCzEcCV6EEKPu5opiptmsvNLayblRDIj9zakGvnmslnNzHfxiwTTK4wg83lhWEPO2YmzTWvOOncdo8fpYl5/NN+ZUMsuelZB9X1iQw4NLZrAuPxtbFEG3GPt2dro45vIA4AoE+o0/iVVjj5dnmjpYkWtnfgL2J4SQ4EUIkQJl1gxuKi/kpvLCiLdx+wN8+1gdnoDm1bYurt16iAeWzJATAnGWfd1u6nqCY5peau2kwJK4rzqHxcxlRbkJ258YOxxmE2+fVMiTjW3Md9iYHEcVwoDWPFjbzDeO1tLu82M3m3hl1TwqpLKhEHGTy0ZCiLTwSlsXrkDfwP4zHi9v2HaYl1s6h9lKTEQnXB5yLcGvtxW5dooy5TqdGNlsRxY/mjeV3ect4mfzp8a8n/1dLq7fdoRPHTxNe2jsjNMf4Kkoi4OcdHm4/0wTm9u7Y26LEOORfKILIdLCM4N88Xf6A7x911HumTuVt06KvBdnoCNON083tvPRqaUoGceQ9q4tyefKojy2dHTjC+hUN0ekGavJxFRb9HMCdfv9/PBEPfeeasA3yNvu+eYO3hfhRKl3Hz7Db043AvCuSUWszBvd+WaEGMskeBFCjHlaa541VHa6sayAJxvbcAU0Pg13HKim2u3hrunlUQUfPYEA1287wvZOJwCr87PlJGGcyDAp1uZnJ/UYfq3Z2eHEbFJS1naCe7Glg7sOnuK029vv9XNy7WztCH6+vNbWhcsfiGis1KKcvnTYF1s70FrLhRUhQiRtTAgxatq8Pi7ZdIAvHj7N043t+HVkV8X3drmoCc3LooAvz6rg0eWzKTGkA91zop7b91fjjeJKe6bJhMNwIvFIXUvE24qJ7aHaFha/uodrth3mpyfrU90ckULHnB7esfNYv8BlSlYmDy6ZwaPLZ2EPfca4A5oNbZFNPHlRQQ4As+1WrinOxyM9iEKESfAihBg1r7V1sb/bze9ON3HnwVMRfwA9Y+h1WZFrpyQzg+W5dp5cMZvZ9r70jkfqW/n9mcao2vSm8mDVsQWOLBbI4H8RoaJMCy3e4HiGl1o66QmM7kSrInFebOng9v0neaG5I6Y0w+eaO+j961sU3D61lJdWzeOyolysJhMXFPT1AD7fEtncQGXWDHatW8jLq+fztdmVUZWTF2K8k/8GIcSoebm176rj+QXZEadB/Lep7wv/CkOlp6k2K0+smM3a/L5Ur6caoxsU+4aSfF5YOZfnV83jlsriqLYVY0tAa15pHZ1AYl1+NlkmhUXBkhw7TT2+pB9TJMdDtS08XNfK23cd466Dp6LefmN73+fa+yaX8IWZFeHeFoBLC/s+s55vjrzAiMxBJcTgZMyLEGLUfGhKCfMdWbzc2sXrIpz8rcHjDY9JAbhywHb5GRa+NKOCa7YdBmBHpxNPIBDxRG/ZFrOUWx4ndnQ6uXHHURxmE5cW5nLvwmmYkjROwG428delM1mQbSPXktiJMMXo6fb7edpwceSq4ujKYGut2WioBjbYOKtLCnPCj4+6PJx0eZgWQ0EAIUSQ9LwIIUbNNJuVmyuL+e2i6RFPEmkcqF9pzWC+4+zJBhfl2MgyBU9SPQHNrk5XYhos0spzofdKtz9AY483aYFLrzX52RK4pDmLUvx4/hSuLs6jJNPCpVHO4XPc1UOjoddtsIIfU23WfumtzzVHljomhBicBC9CiDHtv4Yv+iuL8wZNNcs0mVhmqPa0SeZFmJC6/QFsoSBWJpIUkbCaTFxfWsAfFlexde2CiHtsexlTxubYsyjMGDyhpV/qWJRzU9V7vDxU28Jj9a1RbSfEeCXBixBizHL7A7xo+KK/YpgT0lWGK56b2yOr6DNQY4+X351u5O7DZ2LaXqTWV2ZVsu/8xfx5yYyIe/aE6JUZZeACsLGt70LJ6vyhy6wbe3Rebe3C7Y9sXNZDtS0sfW0vdxyo5hfVDVG3T4jxSMa8CCHGrFfbunCFBl/bzSbWDTNvx8p+wYsz6nkR9ne5uHzLQfw6eFXno1NLKZMBs2nHZjZFnfoTL601B7rdHHK6ub5UgqaJxNjzsnqYOaLW5DuwmUy4AgFcgQAb27u5yDAWZijLcvt6lHd3uWjs8VKSKZ9LYmKTnhchRNKddHl43ZZDfONoDS+1dKIjnN/FmDJ2cUHOsOVCzzWcODR7fRxzeaJq41xHFpNCwUoAeKxBUjTEyI443Zy7fh+XbD7IJ/ZX44rwirpIvUg/h4bS4PFy3NUTfr56mIsrVpOJ840lkyMc9zLHbqXCmkGlNYN3TSqS+V6EQIIXIcQoeKW1ix2dTn5e3cAXD5+OqEdEa81/m/rKHl8xQhWgggwLcw2D+TdGOe7FpBRvLiukwprBR6eW9stRF2IoU7IyafMF53txBTTrI5yEUKRWjbuHc9bv48uHz7CjwxlTIGP8jKmwZjB5hJ5aY49gpPO9KKV45ty5bFm7gB/Mm8LkrMyo2ynEeCPBixAi6V5u7Ru3cn7ByKkSAPu63ZzxBGesVsDlEaQC9R/3Ev2g/TumlbFl7QK+NLOC2YNUNRNj00mXh63t3fjjvJIeC6vJxIWh9/SyHDvS75Ie/l7fSo3Hy72nG/nQvhMx7WNgythIF2UuNaSJHXZ6qI6wd7g40xJVCqwQ450EL0KIpPvk9HK+NquCK4pyI64CZex1WZ5rjyjPe2WcwYvdbEp6eV2ReH+saebabYdZ/Ooefn6yftSP/6WZFew+byFPnzsnoiBbpJ4xLfRNZQUxBQeb+g3WHzplrNc0m5WZhvldXoiy6pgQIkiCFyFE0s11ZPGBKaX8acmMiE/unjGWSI5wG2PPyxGnh2aZ9XxCeCYU6LZ4/cOOi0qWGXarDKJOM/9cPpvvzpnMAkcW764oinr7Tp+fPV1980kNN1jf6NKivt6XSFPHhBD9SfAihBhzGnu8bO9whp9fUZwX0XbTsjIpyewrorilI/75Xrr9/rj3IZKn2++n3JqBJXThfLhy2kL0cljM3FJZzPOr5jHJGv04ki3t3eEUwTyLud94u+EYx9K93NqFJxB5omGb18c/G9r4lZRMFhOclEoWQow5zzZ30Dt6odKawYIITwyUUqzKc/BkY/BK/Kb2bq6KMPAx8mvNf5s6+M3pRjyBAE+eMyfqfYjR4TCbeXjZLNq9Pja2dzPNkJYjRLIYJ8JdmeeION10bX42NpPCFdA4/QE2tXVzQQQlk/d0OrlyyyECQKZS3FxZhMNsjrX5QqQ16XkRQow5/23qS6e4ojgvqnx0Y+qYMSc9Gvu7XNy65zivtXWxtcPJ1hjGz4jRlZdh4coYAtVEO+ny8H+nG+n2SY/deLYhwvldBsoym1iX3xesPBdh6thchw1HKCWyR2vWx/jZJsR4IMGLECJptrR3c83WQ9xzvI7dnc6RNwDc/gAvGqqTRTrepZdx0P7OTmfEM1kbLcqxs8awn6cNxQOEGIzWmmu2HmL1hv184fAZXpWSyWNOq9fH/6KYZ2oonkCgX1rrmggG6xsZx71EOmg/w6Q4vyCHogwLbykv6JceK8REI+9+IUTS/Le5g20dTrZ1OFnf1sUjy2eNuM2m9m6coYDDbjaxLsoTg8XZ9nBaRo/W7Op0sirKfQB8cEoJxZkWPjC5pF9AJMRglFJUWjPZRvCk9tnmjjHREyT6/Lm2ha8frWG23cod08q4sbwwpv3s7nThDk0WaTUpluTYotr+sqJcvnD4DAAHu92ccfdQGcH8LffMm0K+xSwVEcWEJz0vQoikeba5r8ci0ipjuww9NKtyHVFXj8owKZbl2sPPN8WY8nV1ST6/W1TFqvxsmWNhjHqioY29Xa64r6QnymWhK+pz7FlMlckExxRfQPP7041AcI6Vo87I5lgZzAZDr9ryHDtWU3SfUdNtVqpsfe+PSKuOFWZYJHARAul5EUIk0U/nT+PZpg6ea+ng8uLIgpcD3e7w44VRXtHstSovO5wTvjkBFcfE2OMJBPjkgWq6/AEqrRk8sGQG87Nje78kyrUl+azLz2aqFA0Yc1p9PuZn2zjj8WJRcHNl9OWRe200XBCJNmWs16WFufzfmSYAXm3t4t0VxTG3R4iJRoIXIUTSLMy2sTDbxh3TyyLeZp9h7oRIq4wNNHCySq219J6MM+vbuugKpRe2eH1jospYjsVMjkUqQI1FJZnBAPeY08Pm9u6YyiMDBLTuNwHuqhhTSlfmOcLBy74u9whrCyGM0jZtTCmVpZT6slLqoFLKrZSqUUr9XilVGcf+vqmU6lFK3RfhNu9WSm1USnUrpVqUUk8ppdbGcnwhBPQEAhw2pHMsiPFK+rmGtLEWr58jcaSI9Grz+vjjmSYCYyRFaaLTGlaE/s4XFuZgT8HklCL9zLBbeeuk2Ma6QHCMSluokpwJYh4PZ+wlPOpyR1VYxOkP8N+mdj576DSdUtVOTEBp2fOilMoCngMWA7cC/wYWAA8A25VS67TWR6LY3yXAvUAxENE0yUqpHwKfBO4GrgTygB8DLyul3qK1/kekxxdCBB11evCGgoMMpZhpj+1qen6GhXmOrHAK2ub2bmbH2IsT0JovHT7DX+pacPoDTMnK5BKZCDHlLinK5ZKiXOo9XjplIlExSowpYwuybTH3tM20WclUih6t8Ws47HSzOMc+4nZaa87buJ9ajxeACwqyubYkP6Y2CJGu0vVS1d3AOuBzWutHtdYurfVW4CaCAch9ke5IKfV24B/AT4A7I9zmCoKByyNa669rrdu11tXAO4Ea4A9KKUlgFSJKxpSx2XYrmVEOhDXqN99LHPO0mJTilLsnXAHtN6FBv2JsKLNmMMseW2CaTPUeL3+pbZY5gsYZ42dJNPO7DGQxKeYaLqjs744sdUwpxVrDOJvnmiMb7C/EeJJ2wYtSygbcDvQA9xuXaa13AxuA85RS50e4y+PAAq31L4BI80E+G7r/zYDjuwj2/uQBH4pwX0KMO18/WsON24/wq+oGql2Rp2ztM3yBx5oy1mvguJd4fGBKCQCFGWaW5tgldUwM61tHa1j62l4+eeAUD9Y2p7o5E9r9Z5r46pEzUX0ODWejodLY6hgH6/eal90XvBgv3IzkssIcss0mri3J4+JC6QUWE086po1dCmQDm7XWg80C9iqwFrgeeGWknWmtN0RzcKVULnARwUBn/RDHJ3T8b0SzbyHGi383tnPM5eGVti7sZhO3VEaW/mX8Ap8XY5pXL2PPy1GXh6YeH8UxTux2Xn42v14wjSuL82RshRiR8Yr6882dUjAiRdz+AD85WU+Nx8u9pxr56fypMc/tAnDK3cOZULoWxNfzArDAYQNaAdgfxaD915fmc11pflw900Kks3R85y8N3R8fYnnv60uSdPxFgBloHCJ46j3+IqVUOv5+hYjLMaeHY4arnJdFMT7E+AUeb8/L1KxMSg3Byub22Gc8V0pxQ1mBBC5jQL3Hy29ONXAiQVfSk+HiwlwUUGnN4KriXJyByAdji8R5uL6FmlCwYVaK8wri6ynZZOh1mW7LpMwa0RDZIRk/4/Z3R97zYjWZJHARE1o69rxMCt23DLG8dcB6qTp+FpA/zHoAKKX2DrFoZtQtE2IMmGbL5IkVs3muuYNjLg+TI5ysr7nHR11P31XNeIMXpRQr8xw82RicKHNTezdXy8DWtPefpnbuPlLD3UdquKwwlweXzkh1k85SlGlhw5r5TM3KlB6XFHpbeXAulx+eqOea4ryYyyP32thvvEt8gRDAfEMPXUOPj8YeLyWZ8QVEQkwE6Ri89Jbj6BliuWfAeqk6fu+6wwYvQow35lDQEG0JUeOVx8IMM2UxpngZrTYEL/GOexkooDUdPj/5Gen4MZq+/tPUN0B5hn3szmI/FuadmegyTIp3VxTzlrJCehIwTm1LAuZ3MSrJtFCUYaHZ6wPgQJebkkIJXoQYSTr2OzpD90N9a1kHrJeq40fUBq31wsFuwNF4GypEOjGmjM132BJyxXql4erozk4XngSl77zS2slVWw5x+/7qhOxPRG55rj08puSq4rwUt0akgyyzidw4Jw/t9vnDpdehb46heCilWJBtrDgWeeoYgDegebW1k68dqeFZqTomJpB0vGRYF7ofatRdQei+NsXHdwNtSWqDEOPOPsMXt/ELPR6Lsm1YTQpPQOPVmn1dbpbHedKxsa2LG3cEry3s7nLxcksnFxTmJKK5IgJ3VZVzV1U5J1weKuNMAxIiUjs7XfRe+nCYTcyJs6BIr/kOGy+3BsfS7Iti0D7AFw+f5v6aYDW7Wk8Pl8v8U2KCSMeelx2h+6ohlve+vitJx98NBIASpdRg/ca9x9+jtZZRmmJCiaeEcL+elzjHu/TKMCkWGva1szP+DtlVeY5+VYbWx1EIQMRuus1Khmnsjydp8/p4vKGVB2ukZPJoaOzx8ve6FvwJLme+raMvZWxZjh1zgsYyzTeWS46y5+Uiw0WTF1o68QWkhLuYGNIxeHkB6AaWDBE8rAvd/zMZB9dadwAvAYpgSeZRPb4QY5XWmgs3HeDmXce4/0wTnb7IZz33a81BY8+LIzHBC8BSw6zViQhelFJ8eVYFq/McPLViNp+uSlZtEJHuXm7pZOGre/jg3pN8+1itzA80Cn56sp6P7q/mss0HeT6BqVTbDZ8diUgZ62UsTHKo2x1V0HVhQXC+l0sKc7irqhyvvL/EBJF2wYvW2gn8nODYkpuNy5RSCwkGFOu11i8bXr9EKbVJKXV7gprxvdD9+wccPwt4F9AB/DpBxxIiLezrdnPE6eGZ5g4+e+g07ijGl5xweXCFrhqaIGEpGQBLc/pODnZ0JGYo3IpcB48tn8WKBAzaFePXYsN7r8nr61etSiTeaXcP958J9nAd6HZz2BldGtZwtnUkJ3iZY88Kn4i5A5rjUZQAz7aY2Xf+Iv6ydCbvm1yCTUq5iwkiXd/pXwM2AN9VSr1RKWVTSq0A/gY0A7cOWP9OYCXwrUQcXGv9NPBT4Cal1BeVUrlKqSnAA8Bk4L1a68ZEHEuIdGG8yrksxx5VyU9jrvcMuzWh86ksM5xoHOx24/QnJptTSuCOrnuO1/GHM0009fhS3ZSI5WdYuCA/h3yLmZsriiiWynRJpYBrS4JFHCqsGdxSUZyQ/dZ6eqg1TE65IjdxFy1sZhMz7H11fqId9yLzvYiJKC0/SbXWTqXUJcDnCPaC/JVgSeKngS9prU8P2OQh4ELgD4PtTyk1sK/1FqXULaHHt2mt7xukDXcopbYCt4fa4QXWAxdorV+L6QcTIo19YEoJS3LsPNvczix7dD0n+7r6UsbmJzBlDGC2PQu72YTTHyAA7O1yRV3GOVIyk3pydPn8/Ly6HldA86XDp3ls+WzOTZNerx/Om0JRpgWrnGQmXWVWJr9aOJ3bp7lo6PGSlaCLIMZel0prRtyTUw4032HjiDPY47K/y8UbSvMTun8hxpu0DF4AtNZu4Muh20jr/gn40zDLYzrb0Fr/EfhjLNsKMd5YTSYuKszpN4g0UsYSofMTVGmsl1kplmTb2BBK2dnR4Ux48NLi9fHDE3W4/AHumTc1ofsW8O+m9nBaYbbZzJKcxAa4yVQR4SStInEWZNtYQOLeI8bgJd5qhYOZn53FE6FcjWjLJQsxEaVt8CKEGD+MqRKJHKzfa2mOPRy8JGLQvtH+Lhc3bD9Ce6hAwc2Vxf2KBIj4Lcux88EpJTxe38blRbmSKiNGlbHS2DkJTBnrZfzMizZtDIJVHnd2uni2uR13QPOlmRWJbJ4QY458AwghUqrT56fa3RN+nuieF4CluYmtOGY0257FJEMayR9ONyV0/wJmO7L46qxKtq5bwN2z5MRM9PEFNLsS/D9t5A8FBr0SOVi/l/Ezr9rdQ1cUlRoBXm7t4uqth7jnRD2/P91Itz+67YVINxK8CCHi4g3ouGauN85anW02MSUJaTbLDD0hR5yeqMo4j8RiUnx1ViU2k+KLMybx/blTErZv0Z9ZqbhnSk8Vb0DzbHMHH957gkfqWlLdnHHjd6cbuWrLIT576DQdCfy/7mUs8mFWsDgJvapTsjLJNozPMX4mRmJtvoOc0PaugOaF5s6Etk+IsUaCFyFEXF5o6WDhK3v40N4T/KepPertBw7WNyVhwPt0Wya5luDHnYaEX6m9qDCHTWsX8LFpZWkxcaIYfd86VsO7dh3jHw1t/LlWgpdEOOXu4bvH69DAfWea+P7x2oQfwzjeZYHDltBKiL1MSjHPUB7e+JkYiUyTiauK8zg3187dMyuS0jskxFgiwYsQIi7/amyjyx/gsYY2/l7fGvX2/YKXJKSMQfDkYEm2MXUs8YNioykNLSae60ryw49fa+vitCFVUsSmw+dnclbw/64ww8wnp5cn/BjG8S7JGKzfyzhZ5b4oe14AfjJ/Kv86Zw4fmVoqRSLEuCcD9oUQMdNa80prV/h57xwL0dhv+KI2foEn2rJcO6+0Bdu6I4k58kZSOjk+v6xuYGN7F28qK+CKorykXPUeLctz7cxzZDHTbuXNZQWUZMrXb7wWZtt4buVcflHdwHSblcIkzKOTrMkpB5pv+Ow7EGXPCwRTKoWYKOTTUwgRM6UUr6yez0stHTzV1M5lhblRba+1Zr/hi3qBIzk9L0C/CmA7O5IbvGitebyhjZ9XN/DIspnky+SEUdNa89faFg453fynqYPPVU3ijullqW5WzJRSPLdyrpxkJlimyZSUHhcIzi900HBxJZGTUw4035g21u2SCx9CDCN9L2MJIcYEu9nE1SX5/Gz+NLKjHEx92uOl0zDj/bwk9rwsNcwNctLdQ6s3OTO1a615/94TfGjfSfZ0ufjmscTn4U8E+7rdHHL2nTjeUJafusYkiAQu6WVHp5PeGaxzLSZm2a1JO5YxeOnwBTjj8SbtWEKkOwlehBApY+x1mZKVmdRKUlOyMinM6Nt/oksm91JK9evleaSulXo5EYnaXHsWDy2dyU3lBVxckMM0W/JOHEX6OOp0J7Ra4HC2G3pol+XYk1JMpFdehoVKQ8n1/TGkjgGcdHn4ZXUD1249xCutUnVMjE8SvAghUsY4WH9Bkgbr9xoYVOzsSN5M1h+aUsoCRxYXFmTzwqq5lFllMH+0LCbFRYU5/HT+NP6ydEaqm5MUvoAmoPXIKwoAegIB3rPnBBduOsC/G9uSfrz+412SlzLWyzjuZX8Mg/YBPn/oDF87WsPWDidPNkZf/VGIdCDBixAiJtUuD/44T7yMVXWMs0wni3G+l2T1vABkmBQPL5vFQ0tnMl16DOI23nL/t3c4+cKh0yx9bS+vtXWNvIEA4Ccn6znY7abW4+W2PSc4FOMJfiS01v0qjY1G+eEFcZRL7nVtaV/RlKca2yQ4FuOSjCIVQkRNa82bdhzBE9BcXZzHx6eVMTmG8pzG1Ih5Se55gWDFsV7JrjhWJNWkxBB+cLyO51o6APh7fSvnF+SkuEXpYYbNis2kcAU0N1cUMSeJBT5qPF7qe/rGxSWzTHKvBQnoebmqKI/5jkZeV5zHtSV5jK+wX4gg6XkRQkRtZ6eL024vjT0+/lTTTGYMV8Zd/gBHnZ7w89HoeTGmjdV4vDSM8lgUtz8w6sdMN76Axm0o4jAe3VheEH78TFMHvoBcHY/Em8sLeWLFbC4qyOGLMyuSeixjytjUrMxRmcfJeAHniNONJxD9/0FRpoUXVs3jMzMmsSjHPu56LYUACV6EEDHY1+XCEvpOXJXnoDSGMR2HnG56v5qzTIqqUUivKrdmUG44CUlm6thAtZ4e3rj9CO/adQzXOD85j8fD9S0seW0PnzxQzWut4zOl6qriPC4pzOEHc6fw6up5WExyghmpRTl2Hlo2M6nFPQC2jnLKGMBMW1b4QpBfw+EkpsUJkc4kr0EIEbV3VBRxdUke/23uID/GkwhjTvccR9aoncAtzbVR1xTs/djR6eSK4ugn1oxWU4+PK7ccojGUhvKpg6f42fypclV0AF9A89OT9XT4AvyltgWAdQXZKW5V4tnNJv6ydGaqmyGGsX2UJqc0yjAp5jiy2BP6bNzf7WZRzugcW4h0Ij0vQoiYFGRYuKm8kCtjPPnf3zW6g/V79as41pm8imNGxZkW3lCSH35uN5vwS6bQWU65e+gJpVCZgI9PTd9JKUX8fnuqkV9XN6BHedC5N6DZ1Tm6lcZ6zUvAoP2BJC1RjDfS8yKESAnjF/P8URis32tgxbHRmsn6K7MqOeL0cF1pPu+qKEr68dJRld3K+jXzeaSulRMuD1VJnBRQjG2vtHbylaNn8OtgD+k986bgMCc3VazXgW4XrtAJf4ZSLEri5LkDLci2QX0r0P8CT7Q6fH4eb2jlyYZ2Gr1enls5L1FNFCLlJHgRQow6rTX7uvuCl4WjeHKwxBC8NPb4qPF4qYyhUlq0MkyKvy6dIaliI8g0mXjHBAvuAlrzWEMbNpPiakMP3USlteZrR2vCvZOb27tx+TWO0Yld+g3WX5CdRZZ59JJUjPNd7e+Oveel1evjUwdPh58f7nYzO4nV2YQYTZI2JoSIWGOPl71drrjTOGo9Xlq8fbNkLxjF4KU408LkrNQM2pfARQy0o8PJZZsP8pF9J7n7SA09MVSYGm+UUvx5yUzOz8/GalL8fnEVxaNYeny0J6c0MqbQ1vf4aOyJrTrhNJu1X4/Rf5pkwkoxfkjwIoSI2N/qWrls80HWbtzP7043xryfvYaUsUnWDAozRrcTeFkKxr0M5X8tndy+/2TcE36K9FSQYeawM5gedMrdw4OhQgUTXXGmhb8unck/ls/qN05tNIz25JRGJZkWSgyB2p44Pp/eVVHE+yYX84/ls/jw1NJENE+IMUGCFyFExJ5qbAPghKuHFq9v+JWHsS9Fg/V7GU+GdnSMXs/LQH+va+Edu47ycF0rXzh8ZtQHJo8FWms+tu8kj9W3TsgAbprNyjsmBdPkri/N54JxWF0tVhaTGvWejw6fnyOG+adGO3hRSrHY0GOyO45B+7dWFvON2ZNZm5+NWXp9xTgiwYsQIiJuf4AMwxfgtXHk5u/tN95l9POwBxu0P9q01jze0IYvdOiHals44eoZ9Xak2ostnTxS38qH9p3k4k0H6PT5R95onLlzejnPnjuHexdOZ5Z9Yo5LeLS+lY4x8Lff0t5N76dBgcXMjFGYf2og47i8XaOY1ipEupDgRQgRkSyzicdWzGbr2gV8b85kFsQx+NNYaWw0x7v0WpLTd8w2n59q9+gHDUopfrVwGstz7BRmmPn78pkTsrrWT07Whx9PycokJ8mTD45FZdaMCT2fx0O1LXxk30mu33aYmhT8Lxptau9LGVuV70jJOLXFhs+n3SlOaxViLJLgRQgRlcqsTG6uLI75S93pD3DMkJaxKGf0g5e8DEu/K6rbU5Q65jCbeWDJDJ5cMWfU02PGim/PmcwNpfmYgE9OL091c8Qo29vl4s6D1UBwUsaP769OaXuMwcvKFP1PGtPGTrp7aIsjRdfI6Q/QPQZ6t4SIlwQvQohRdaDbRW89JZtJUZWCtAyA5YZc9s2GE5bRVpRpmZA9Lr3mZ9v49cLpbFq7gJV5EzOAG8wpdw+tCTppHcvmO7L48JTgYPLiDAv3zJuSsrb0BAJsNwzWX52fmvFHU7IyyTf0QO6Jc7LK55s7eP+eEyx8ZQ9/qZOCECL9SfAihBhVxsH68xy2lA0kXWU4Ud6YwuBlMFprflHdwHFDD9V4N3kU5tpJBw0eL58/dJp1G/b3S6kbr0xK8YWZFXx3zmQeWDKDaSm6mAHByl69k1NaTapfeuloUkolNHXs1bYunmhswxUI8K+GtjhbJ0TqSfAihBiW1prfnW7khCsxJ9LGMsmjOTnlQKvz+4KXvV2uMTFYGMAX0Hzq4Gm+frSGN+04wqHu2GfZFunn4fpWfn+mCa/W/PZ0I9vGWGCdLLdUFrNslCt7DWS8iLEsx47VlLpTpMXZfb+LeCqOAbzeUFxlX7eLrjHyWSdErCR4EUIMa2eniy8ePsOaDfu5dush3P74JtHrP1g/dZWV5tizKAilZmhSmzpm9FpbFw/UNgPByTx/cKIuxS1KLK01Xzlyhk1tXaluyph0W2VxeBLV2fYs7Jbx9TW9s9PJc80dqW7GoIyfAatSnMK4pF/PS3xj8pbl2Hj/5GL+uLiKXesWkT0Bi2KI8WV8fSoKIRLuHw2t4ccWpcgyx/6xobXuF7yksufFpFS/MRYbx8jJ9IWFOXxvzmQUsDzHzg/npm4MQDI8WNvCr0818sYdR/j5yXoCE3Bul+HYzSZ+OX8a76ks5t/nzGFeCuZBSpYNbV28efsR3rvnOK+2dqa6Of1orfv1vKQ6eDGmjR1xeuIaaK+U4uuzJ3NlcV5cn99CjBXyLhZCDKvKZmVOaO6JG8oK4tpXtbuHTkPPTSrKJBsZB+RuGiM9LwA3VxZz3+Iq/rx0xri6Strm9fGVI2cA8Gt4trmDgMQuZ1mVn8235kzGNo5ONF3+AB/Ye4IufwB3QPO+PSfG1Jw+x1wemg0FEs5NcfBSZbPiCP39Nf3TbYWY6MbPJ6MQIilurSzmpVVzeWHlXN5Ymh/Xvoy9LlPHwJweawwnKNs7nXgC8aXEJdJVxXkUZFjOer1nDLUxWvkZFh5aOpNKawZFGRZ+vXA6FpPM/D0R2MwmfrNwOjaTwmpS/HT+1JT//xsZe13mOrIG/d8bTSal+pVM3iXBixBhErwIIUaklGJ+to38OL/Q9xoqjaUyZazX4hwbttDJsyeg2ZGi+V4i1dTj44oth/hTTVOqmxKzc/IcPLtyLg8smUG5NSPVzUkbbV4f3z1Wiy+Nu6rW5Gfz+0VVPLhkBlcU56W6Of0Yx7usHiMlu5M1WaUvoNkT5zgaIVIptZcWhBATylgZrN8r02RiRa6DV0PjXTa2d6dsboeRdPj8vGPnUQ52u/nUwdMc7HbzjdmTU92smBRkWFJ+ZTudrG/r4mP7TnLG4wXgMzMmpbhFI3P5AwTQOMz9e1cuKcpNUYuGt6lt7Ix36bU4p6/i2J6u+IONDp+frx2p4ammNjp8fvactyjuC1JCpIL0vAghRs1YKZNsZCyZvGGMDNofTFOPj4aevpz8dBnInajZwSeyh2pbwoHLT07Ws2uMXzU/4fJw3bbDfPrgaXQaFGRo7PFy1FAKfqxMlmpMGzvY7Y670qPDbOLppnZavH58Gv7TNDarvgkxEglehBCD+tnJeu4700RTT2JOPjt9fk66e8LPx0rwsiavr6dlc3s3/jF6sjXDbuWJc2azLMfOjWUFvHNSYaqbNKL9XS4u2XyQTx6oxhnniddE9o3ZlVTZMrEo+PyMSSwaI/87g9nf5eLKLQfZ0+Xi7/Wt3F/TnOomjWiLIWWsPDODqWNkwtTZ9iyyQmmtPg0H4pzzyawU15QE0/UylOK04fNYiHQi/YVCiLO4/AF+fLKebn+ALxw+zcNLZ7GuIL50qv2GXpdss4kpY+QE4ZxcO2YVrH7V6Q+wv8vFopzUTpY3lClZmTy+YhZ+HRyHZKS1xqchY4wMgD/m9HD99sN0+AL8pbaFXZ1O/n3OHDJTOPFfusq2mLl34XT8GpaneCLHkcy2Z7Eo285roV7MatfYP0HuVyI533HW/1aqWEyK+Q4b20M9bbu7nHFP5HlzRRGr8xxcUZxH7hgqmCBENORbRAhxlmebO+gOXSnPMpkScsK013DVcEG2DdMYOUFwWMz9ZrPeMIZKJg/GajJhH6SE7v01zVy//TAH47w6myjTbZlcWhgc32AiWLVOApfYLcmxj/nABYIn3L9eMI2ZNiu/WTidu2dVpLpJI9o0huZ3GSjRg/YX5dh5c3mhBC4irck3iRDiLPMcWXxwcgnlmRlcXZyXkPkm+g/WH1tpL8ZxLxvbxnbwMpgdHU7uPnyGbR1OLt18YEzMYG5Sip/Mn8rlRbn8flEV764oTnWTxqWfnaznN6caUjK2pLnHx1ONbWe9XmrN4KVV83hDnKXVR4PTH+g3hmisBS9LDL3AuxJYcUyIdCZpY0KIs8x2ZPHV2ZXcPasiYRPJ9R+sn/pKY0ar8xzce6oRgI3tXWitx0zqSCSeaW6nJ3TyWp6ZwboxUjHNajLxp8VVafW7TCeP1bfyzWO1AJxw9fC1WZWjMm+ON6C5v6aJ7x+vw+kP8NIqGzPs1n7rpMv8PTs6nPhCcZ/DbGLBGCuEYex52d/twhvQYyY1VIhUkZ4XIcSQzEolpJSmX2v2G+d4GWMnCKsMg/YbenycSIM8faNPV03ivkVVTLdl8oWZFWf1lGmtk3pl/qTLw8f2new3rqmXBC7J4Q1ofnCiLvz8hZYOuvyjM2O9V2t+Vd1Au8+PV2u+cuTMqBw3GTa191UYPCfXPuaCrnmOLCyhJnkCmsPOxKWFaq3Z2ens1ysuRDqQ4EUIkXTHXR5coZnhFTB3jPW8FGdamG24cryhfeyWTB7K60ry+N+qebxxkFSd51o6uWzzQX5Z3UCtJ7GB2RMNbazdsJ9H6lt5x65jnJEKRqMiw6R4dNksluXYKcww8+CSmUmbs2Ng4Gs3m8JjWXLMJtblZ6dFSeTB9Busnzc2eiyNrCZTv7LoiSqT/Vh9K6s27OeqLYf4eXVDQvYpxGiR4EUIkXTGlLEZNutZE9eNBasNJy7pOO4FgpNuDuzp8AaCV8b3dbv52tEa/lzTktBjrsvPxhq6Wl3r8fJLOREaNaXWDB5dPotHls06K20L4LvHanm2uYNADIGF0x/g73UtvHXHUb5zvO6s5W8oyeeLMybx2pr5fGhqaVr2sPm1ZmtH3//66jE23qVXogftA1iU4lToQsMrrZ1pG3yKiUnGvAghwk67e/jhiTouKMjhvPxsSq0ZCdnvvq7+lcbGotX5Dh6oDc5JsWmMVxyLxn+b2zni7JuA783lBWetc++pBrwBzVSblbX5Dkoy+//dH6tv5bDTzWm3l49MLWWuo6/nrCjTwtsmFfFCSwcfnlLKOycVJe+HEWexm02D/k8d7nbzo5P1AFxamMMDS2b0q/AX0Bqv1vi0psPnZ5K1f+nyP9c288XDwXSwg91uPl1VjtmwvVKKj00rS8aPNGoOdrvp8AV7hM0KVozRam6Ls238JfR4d4JSvNYaxsUVZ1ho8fopypRTQpEe5J0qhAj7X2snf65t4c+1Lcy0WXl1zfyE7HcsD9bvZbzqeszlocHjTVjwlkrXlOTz8qp5PFrfynGXh+m2s6/Q/+ZUY3gG94eWzuSiwv4/98+rG9gT+hteUpjTL3gB+MKMSXxjdmW/k1uRWr893Rh+nGlSZ5UmP+3uYdWG/QCsyXPw2IrZ/ZbfUFrAV46cwaehrsfL+rYuzi/ISX7DR5ExZWxhtg3HGC0fbKw4tqfLhV/ruP/XijIt/GXJDJbk2CVoEWlH0saEEGGvtvaN9Tg/zkkpjRJRJrm7+xg7d32A7u4jZy1ra9tCTc3DeHqaYm7jlKxMKgzBysZx1Psy25HFZ2ZM4tcLp5+1zBvQ1IYCF2DQyUONr50aZExLtsUsgcsY86ayAq4uzkPBWb0qQL+/+clB/qbFmRZuKC3gHZMK+cfyWWOmgl0ibWrr+7yLN2UsEPDR2rqBw4e/xa7dHx10nVhTs+ZnZ4VP1pz+AMcMPanxuKQoVwIXkZbkXSuECHt9SR4WpXiltTNhV1lbvT5qDCdKC2MMXo4c+TZNzc/T3PwiM6o+wfTpHwkvO3PmL9TVP4ZSmSxdci9FRRdGvX+lFKvzHPyjoQ0Ilky+Lg3mqYiXJxDgPZOLOeXu4ZSrh8qss3ubese1TMnK5NwxOi5A9LcmP5s1+dmccHlo855dhcwYvLR6fXgCAawDJhH9+YJpSW9nKm1K0GB9v9/F5i1vpLv7cPg1t7uWrKxJ4eetrRs4dPibLF70U+z2qqj27zCbmWXP4lCo0tjuLhezHWOzB1uI0SDBixAi7OqSfK4uyQ+W1k3QPo0pYwUWc7/ejUi1t++gqfl5ALT2YzN8+Wvtp7nlpdDjHo4c/R6FhRfENIB4dX52X/CSpoP2o5VtMfON2ZOHXef9U0p4PyWj1CKRSNNtVhjkesG1JflsXuvABEyyZpyVVjbenXb3hFMlIb7JKc1mG/PnfYtjx39KS8vLADQ3v0hl5dsBOHzkO1RX/xaAgwe/zLJl90f9+bQkxxYOXnZ1OnlT2dlj14SYKCRtTAhxFqXOzpGP1cCUsViCitzcpSxe9EtsWVPJyzuX0pLXhZf5/U4KCtYBUFn5TpYu+U3MlY+MqSN7u1wJm6BTiLEmI9STVpmVOeECF4DNhl6XaVmZlMU5vi0vbwVLl/yG6dM/ytw5X6Wo+JLwstzcJeHHLa2v0dm5O+r9J6PimNEpdw+HuxM3h4wQySQ9L0KIpNprnJwyxpQxpRSlpVdRXHwxPd7WfsGJxZLD4kU/xev9OhkZeXG1da4ji3yLmTafnwDBE5xLi3Lj2qcQYux5ubUz/HhlglIhTaZMZs74f2e9XlpyNUVFF9HjaWLevG/0C2YitTi7b9D+7i4nWuuElKf+Z0Mb3zxaw0l3D9cU5/H7xdGltAmRCtLzIoRIqv49L/HlaZtMVrKs5YMuizdwATAp1e9EZjwN2hdCBGmteaGlL3i5uDC5VdSUUixc8EPOPffRmAIXgEWGnpcOX4DqBE0GazOpcMGG9W1dMc0JJMRok+BFCMH+LhdfOHSafze20e71JWy/3oDmYHf8PS+jyZg6tsFQjUgIMT4c6Hb3K1hwUYzBS0vrerzetojWzcjIx2SKPdkl12KmytZXNW5XglLH1uRnYw514BRkWKjv8Q6/gRBjQNoGL0qpLKXUl5VSB5VSbqVUjVLq90qpytHYl1JqulLqZ0qpfUqpLqVUt1Jqh1Lq80opKQMi0spzzR3835kmbttzgnftOp6w/R52uukJXcmzKJgTRYUcl+s0J0/eSyAQW1nQ7u4jtLdvi3q7dYYS0Vs6uumQcS9CjCvPG3pdlubYzpqUNRI+Xye7d3+EV1+7iKNHf4DP1znyRnFabJjvZWenMyH7zLGYuW9RFdvWLuC1NfMHLastxFiTlsFLKDh4DrgT+BxQAFwHrAW2K6VmJXNfSqmVwG7g3cBXgEpgBvAI8E3gRaWUfAKItPFqW3Lmd9ne0fcFu8BhO6sU63COHP0uR45+j/UbrqKp6YWIt3O5qtmz5w42bHwd+w98Hq0DUbV5aY6dwozgZHV+DS+1JP+kRAgxel5o7gg/vrQwtjFtp07dj8/Xgd/fxanTf4r6c8brbWP/gc9TXf1/EW+zzBC87OhITPACcEVxHhWDzO8kxFiVlsELcDewDvic1vpRrbVLa70VuAkoBu5L8r6+CmQD39Ra/01r3a61rtdafwP4N7AauCXGn02IUffGsgKuL82nKMPCeUkKXpbl2odZs7+29q00NDwFgNt9Cq+3NeJt/X4X9Q3/AjTd3YdpaPxPxNsCmJXqd0LzfEvHMGsLIdJJt8/fbyzbJTGmjFks2Vgs+QBMmXJrVGPu2tq3sn7DFdTUPMTRYz/C7a6JaLvlhs/QHZ1OGZ8iJqy0C16UUjbgdqAHuN+4TGu9G9gAnKeUOj+J+5oeut87yG73hO5XjHR8IcaKm8oLuXfhdHaftzChM2lv7+w7SVgeRfDisM9g8uSbUcpMTs4iystviHjb7Oy5lJZeA4DdPguLOfLj9jJWGHuuuSPmmbGFEGPLK21deEP/z3kWMytyY6s0NmXKrZy37kVmzvgUU6fcFtW2DvuM8ONAwMXx4z+LaLsl2bbwSVuXP8ARZ2wptUKku7QLXoBLCfZ67NRaDzaa9tXQ/fVJ3NfW0P3CQbZZFLqvjeD4QowppgTO79Lt93PAMFg/muAlI6OAuXO+zOpV/2b+vG+jVHQfVVVVH2fhwh+zZvVTFBVdFNW2EKw+1PtbaOjxsacr8fMqCCFG3/OGlLELC3KwmGL/vLNYcpg+/UNkZORHtV1GRgEzZ96FzTaNGTP+H1VVt0e0ncNiZq5h3OD2BKaO9Wrs8XLUKfO9iLEtHed5WRq6H2pUce/rkdQjjHVfnyYYuHxBKXUC+A/BOYzfD1wNdAC/j+D4Qoxbezpd+EMdFg6zidn26OtYOBwzYzp2tmM22Y7ZMW0LUJhh4ZxcO1tCJwfPNXf0GywrhEg/Wut+g/UvKUpuieThVEy6kYpJN0U9V8vyXDv7QxeFtnc6eeukwoS055mmdr55rJaD3W4uLczhz0tj++wVYjSkY8/LpNB9yxDLWwesl/B9aa1rgfOBXwN/BNqBOuCLwL+A1Vrr0xEcH6XU3sFugHxyiLRmvCq4JMeGOc1m8b6sX+qYDNoXIt0ddXk4ZZgfJdrB+lr7E5ZCqpQ5pkkmjT3Y2zsSNw9VlskULmu/sb0bX0BSZcXYlY7BS+9/7lAzNHkGrJfwfSml5gKbgNuAm4FCYCrwqdC+iiI4thApt7W9m68freGF5g66/YktCbzdUMpzeU5keeXJHFuidSCq/RuDl60d3bQmcP4bIcToe8FwEWKBI4tya3Qlkk+e/A3btr2dlpbXUjYOzlhxbF+XG7c/uipnQzk3z0FGKJjKtZg540nMJJhCJEM6Bi+9Z0RD1fWzDlgvoftSSpmBvxFMG3uP1vphrXWr1vqU1vpnwEngJaXUDREcH631wsFuwNFIthciHk81tfOL6gbevusYH913MqH7Nva8RDreZfv2d7Fv36doaV0fdenRofj9bs6c+QsbNr6OlpZXIt5uUbaNksxgZm0AKZksRLozVg68pCi6XpdAwMOp0/fT1r6Z7TvezZkzf0508yKaK2aew0ZWaJyOV2v2JWg8nt1s4rcLp/Pa6vlsW7uAaTbryBsJkSLpGLzUhe6HSvQsCN1HMmA+ln2dS3AMTIfW+slBtnkQMAM/iuD4QqTUK619X5bn5Scu/7upx0e1IT0jkuClq+sQrW0bqK17lO3b30V395GEtGX//s9w4OAXcTqPUn0q8jkVTANKJj/bLCWThUhXLn+A9Yb5rC6NskRyU9ML9PQ0AmAyZVJa+rqEtMvvd1JT8ze2bL2JjZuuG/GiTYZJsTi77/N0W4ImqwR4XUkeM+zWmNLZhBhN6Ri87AjdVw2xvPf1XUnaV+9rQwVHvQXbpyulEjOSTogkuam8kCuLcskxmxI6OeUOwxdqSaaFygjSM+rq/xl+nJOziOzsOQlpS0XFW8OPW1pejXhOBeifOvZ8S4fMqzAOBdMJE9PLJ8au9W1duEPjOBxmEyvzoiuRXFJyFcuXP0Bx0aVMKn8zmZmJyQ73+TrZf+ALtLdvxe0+RVvbphG36TffSxIqjgkx1qVjtbEXgG5giVLKobUeOGJtXej+n4wsln01he4rhtin8XVvBG0QImXeO7mE904uwRfQmBN4sc04kHR5jj2iK3lV028nJ3s+tXV/p7josoS1paBgLXl5K8jJXsiUKbeQlTXUv+7ZLirIxqzAr6HF62dHpzPmeSHE2NLVdZDdez6G03mMVSv/SU5O/8r3gYCP+vonKC+/PupS3WLsecGQMnZBQTaZpuj+pkopCgvWUliwFq0TNz7Qai2jqOgCmptfAqC55WUKCtYMu03/QfsSvIiJJ+bgRSl1LAHH11rrqKpqaa2dSqmfA58hOFj+V4Y2LQTWAuu11i8bXr8E+C7wp9C4lJj3RXDul2agSCl1jdb6qQFNfEfofoPWWpLkRVqIZ66DwcQy3sVstlJWdi1lZdcmtC1KKc5Z8VBMJ6B5GRZW5jrYEJqR+/nmTglexoFAwMOevXfgdAa/xnz+/ieALtcp9u67k/b2rfh87UyZcmsKWikS6XnDYP1LoqwyNlBw6GviVFa+E1vWVCZNejM5OYtGXN/4mXrU5aHN6yM/I7HXojt8fpp7fFTZZeyLGHviebdPT8DxY83B+BpwEfBdpVQd8DQwH/gTwcDi1gHr3wmsDK0zcCrbqPaltXYppT4APAT8Xin1MeA5ghXJ3g3cTnCel4/G+LMJkda01v3SxqKZnDJZ4rlyfllRbjh4ea65g7uqyhPVLJEiPT3NKNX39eft6V8t/+ixH9LeHpyL+MjR71JQsC5haYxi9J10eTjq6puN/pIox7skW0nxZZQUR97bPC0rkwKLmVZfsAdoZ6eLixL0M/2vpZNvHqthd6eLdfnZPLJ8VkL2K0QixdsXPp3gGJBYbjNiPajW2glcQnBQ/PeANuBJguWLl2utDw3Y5CGgk0EmjoxhX2itHyUYDP0X+CFQDxwhWDr5N8ASrfW2WH8+IdJZtbuHFm9fWsXSNJ/c0TjuZUenk8YeyQZNd1lZFaw891Gqpn+cstLXU1R0cb/lc2Z/kczMYgBKS64hKyuSacPEWPWCoVLgbLuVqVFU0mpueSWiKmCjSSnFsiTN92I1KXZ2uggAWzq68QRkPJgYe+LpedFa6+p4Dh5PRQuttRv4cug20rp/ItiTEve+DNvsINjTIkTaafP6+EdDG7NsVmY5rEyyDlUtPHrGlLEZNisFI6QzuD11WDNLEp6KMRyX6xSengby884Zcd35jiwmWTOo9XjRwIstnbylXGpxpDuTKZMZM+4YdFlmZhEL5v8Ar6+N8rLrRrllItGeN1QKjCZlzNPTxK5d70epTCor3kpV1e1YLGOj12Z5rj0clG1PYMWx5bl2LAp8GnoCmjNuLzMkdUyMMfEELw0JOH4i9iGEiNK+LjefO3QagMIMM/vOX5ywfUc73mX37o/gcddRXn4Dkye/O6lXuZ3O4xw9eg8Njf/Bbq9izeqnR0wpU0pxWWEuD9Q2A8HUMQlexr+iogtS3QSRAJ5AgFeMJZKLIg8+zpx+gECgB+ihrv4JZs68KwktPJvX24rTeZK8vGVDrrPc0KO9rcOJ1johJY4zTSb+vGQmk6wZTLNlRl3YQIjREPO7Umsd9xlGIvYhhIjeUZc7/HiWPSuh+94exXiX7u4jdHTsxNNTz8nqe/H62hPalrMpGhqfBgI4nUfDFX5GcpnhhOfFlk78UjI57XR1H8brbUt1M8Qo29zejTM0C73NpFiTF3lJeJPJGu5pmTL53ZhMieuhHozTeZJduz/Ky6+sZc+e24ct4W1MG2vs8VHjSVw664WFOcx2ZEngIsYseWcKMQHlWSysyXNQkmlhZgJTArwBzW5j8DLCeJeOjp3hgdM52QvJyZ6XsLYMxm6fTknx5QDYbNMiLnl6QUEOGaGrmm0+P9ukPGla8fvd7N79YTZsfB2Njc/GvJ+Ozj0cPvIdtASvaeM5Q8rY2vxsssyRn/ZMn/5hzlv3CrNnf5HKyneMvEGczGY7TU3/RWsvbk8Nra3rh1y3JDODKVl9wZSUTBYTSTrO8yKEiNMbSvN5Q2k+AL5A4k7EDna7cIX2Z1GwMNs27PqTJr2ZoqKLqa9/gszMkoS1YzhVVbczadKbKS6+NOJxNtkWM6vzHOH0k+eaO6Ke5E6kzrFjP8TpPA7Art0fZu2aZ7Dbh5qb+Gxa+zlZ/TuOHfsRWntxOGZRMenGZDVXJNBzhhLJlxZFXyLZYslm6pTbEtmkIVmtJRQVXkRT8/NkZhbT09M87PrLc+2ccvcAwR7v14c+04UY70at50UpVa6U+qRSKrmXVoUQUUnkHC/GlLEF2baIrnJmZhYxZcqtCZ/fZSg5OQspKbki6gIBxqpjxqu5YuyzWsvDKT9Tp74nqsAlSNHS/D+0DqbmHDr0Ndzu2gS3UiTawW43h5x9KbKXxTm/y2iYPv3DLF3yW85b9yrl5W8Ydl1jz7b0vIiJZDTTxv4I/AD4zygeUwgxivoN1k9CieRAoIfW1g14PKNf68MYvOzuclGXwBxzkVxTp76HVSv/RXnZ9cyo+mTU2ytlYsGC72Ox5OJwzGb2rM+TkVGQhJaKRHq8oTX8eHG2LeIJFxOZFhgIeGht20zPgLmEhpKXt4Li4ksxmUZOjDGOKdzZ6UzYWLxuv5+P7TvJNVsPMf/l3XT5IkuvFWK0jGba2BlAAXK5SohxKtpKY9Hau+9OGhqeQqkMJk16E9OnfQibbWrc+9U6MGLVsdl2K1OzMqkOpWk83tDKB6eUxn1sMTocjpksXPjDmLfPyqpg9aonsVonJaSqk0gurTX/bGgLP39DhClVbe1bOXL428yY8f8oLFwX8/H9fjc1NQ9xsvo3eDx1ZGYWs3rVk+H5gxJhcY4NExAAuv0BDjvdzHMMn6obCZvJxJON7bhCc7wcc3lYkubzdYnxZTR7Xt5LcGLHS0bxmEKIAWrcPezpdIYr8CRKt9/Pwe6+FI3luUOPCWlt3UhH556o9u90Hqeh4SkAtPZSU/MQ6zdczt59d9HdfTSmNgcCXs6c+SvrN1yG210z7LpKKW4wnAA9Utc69MpiXMrKqpDAJU3s63ZzxOkJP48keNFac/ToPbR3bGf7jndz6PA3oj6u3+/kZPXveG39xRw6/DU8njoAenqaOH3mz1HvbzgOs5l5jr5qkYlKHTMpxQx7XzGAY4bfoxBjwagFL1rrgNZ6q9baNVrHFEKc7e/1rVy+5RAz/reLO/bHNc9sP7tDszIDZJtNzBomRePQ4W+wefP1bNx0HW1tWyLaf03N3856TWs/dXX/YMPGq9i953a6ug5G1eYdO27lwMEv4HJVc/z4z0Zc/0bD/C67u1zs75KPs7FKKoJNbI/X911cWJ5jZ5pt5JSxzq69tLVtDD8vLor8WqvP18WJE7/m1dcu4siRb9PT03jWOqdPP0AgEHkgEAh4qG/4NzU1jwy5jrFkciLHvXxkSik/mjeFfy6f1S9lVoixQEolCzHBGK9GFmYkblZ74xfn0hw75iGuUHd27qWrax8AXV37yMjIH3HfgUAPNbV9X+ClJVdjyzKmi2kaGp5i46bX09j434jbXFb2+vDjuvonRpwHZI4ji6U5fWkZD0vvy5h14OAX2bvvrqh7+KKhdQBPT1PS9i9io7XmcUPK2A1l+RFtl5uziHNWPER+/moK8tdQWHheRNt5vR1s3HQNR499H6+3b2yLyWSlsvJdmEzW0HrN1Nc/GdE+W9s288qr57Fnz8c4cvR7BAKDj7EzpufuSGDw8ubyQt4+qYhV+dnkWBL3PSFEIsQcvCil5sR78ETsQwgRHb/WWEMVxhI5QWWkk1P6A27ycpcDkJe7HIdj1oj7bmx6NnxSYDJlMm/eN1iz5r8sWHAPdvtMw5oBqk/9IeI2T5p0I3b7DCom3cTaNc9EFEi9xdD78mh9q0xYOQZ5epqorX2Uurp/sHnz9TQ1v5jQ/fv9Tk6ffoD1G65gz+6PJXTfIn47O12cDI1NA7iuJD/ibfPzz2XF8gdZsuTeiLepr38Ct/tM+LnJZGPq1Pexbu1LzJv7VcrLrg8vO3Xqvoh6BbMds/H5uoFg0NM8xHvYWBhlX7cLV4LTgYUYi+IZsL8fiDccT8Q+hBBR+PmCafxET+W0u4fcBF5Ri3Swfn7eOZx77iN0dx/B5+uKaN81Zx4KPy4tuSYcZEwqv4HysuuoqX2EAwc+D0Bb2yY8ngas1pEH05tMGaxe9a/wldFI3FBawFeOnMGnoa7HyyutXVxUmBPx9iL5amv/jtbBk9fMzFIKC2IfeD2Yrq6DHDz0ZQBcrhN0dOwiN3dJQo8hYmesMrY6z0GFYTLHSCilsFiyI16/vqGvN6Wk+ArmzfsWmZl9FzmmTLmVmtpg2mtn117a2rdQkL9y2H1mZORTUnIFTU3PUlpyNVlZlYOuN9dhw2ZSuAIan4a9XS7OlTmoxDgXT9pYIkYtyshHIVLArBTTbFYKMhJTcLCxxxueLA0iK5PscMwiL2/ZiOu5XNW0tL4Sfl5R+bZ+y5UyUzHpJsOXu6ahMfKK7NEELgDFmRYuNcwX8XBdZCVQxeiZOuU9LFz4Y3JzlzJ58rvCc7wkSl7e8nDvISja2rcmdP8idrFWGYuVx9NIW9vm8PNp0z7UL3AByM6eS0HB2vDzUxH2Ds+e9VkuOH8jCxfeQ07OgkHXyTApFst8L2KCievMRSn1buILQCTfQohxwJhrXZZpYZI1I2H7PmMYqG+3zyQ/79yz1lFKUVp6NdXVvwOgoeEppkx+d8LaMNCN5YU8E5qo8snGdr7r8+OQvPAxw2TKoLzsOsrLriMQ8CXlGNOmfYiW1teYMvkW7PZpSTmGiN7WDidnQnMwmRg5ZSwQ8FJ96vdUVryNjIy8qI/X2PgfCJUqybJWkJu7dND1pky5jdbW9aFt/ovLdRqbbfKw+87KqoioDctz7GxqD6aYGdN34/W3uhb2dLo46vTw6RnlLJVyyWKMiPey632JaIQQIr1tG5AylqhysoGAl9rah8PPKyveNuS+y0qvDQcvbW2bI04dG6i7+ygNjU9TNf2jQ65zZVEuuRYTHb4ArkCAJ5vauam8cMj1RepEMtlfLEpKLqek5PKk7FvEzpgytjY/m9IRLqTU1j3K0aPf4+TJXzFt6oeYPv1DUR2vPlS+HaC09OohP5+Kiy7BZpuKy1UNBDh9+o/Mnv35qI41FGOa7tZQEJMI959pYmvos/31pXkSvIgxI55P9fsT1gohxKjo8vmxm02YEjxXxYb2vrEr5wwxv8vpM3/G522jfNKbyLKWR7Tfpqbn6QlVc1Iqk/LyG4ZcNydnMVlZk3G7TxNMHXuaKZNvjvhn8Ps9HDz4JWrr/gEEyMtbQaEh1cMoy2zi+tIC/lTTDMAjdS0SvAiRYgGteaKhPfz8+hFSxgIBT7hEus/XidN1PKrjBVPGNoWfl5ZdO+S6SpmYMvkWDh3+OgA1tX+jquoOLJb4x6cYx7icdPdQ6+lhkjX+VMkqmzUcvMhcL2IsiTl40VrflsiGCCGS76P7T/K/li5m2q3cOb2Mq6OowjMUtz/Qr+dlbf7ZA121DnDy5K9xu89w9NiPWLTwR/3KFA+lpuav4celpVedlUtu1Jc69lsAGuqfiip4MZkycblP0ZsCcuzoPRSc8/CQV1JvLOsLXl5u7aLG3RP1wGCRWK2tm8jLW47JlLi0RZE+NrZ3U9cTTBkzK7h2hM83rTWVlW+nuvq3+P1uqqZ/PKrjNTQ+TW/2e1ZWJbk5wxdtmDTpRo4e+xF+fxc+Xye1dY9GlN6qtaa9Yxu1NY9gseSc1WMzOSuTyVkZnHYHf/YNbd28sSz+z6KLC3PIMpmYYbeyJl+KAIixQ+Z5EWICOer04AoE2NPVN6FkvHZ0OvEEgl/gNpOJJYZ5UHq1tq7vV0o0f4RKOwAu12maW14OP6+seNswaweVlV4TftzWvgWPp37EbXoppZg5404AbLbpTJ5yy7Drr8pzMDUUrGiCZZNF6jidJ9m2/R28tv5iTpy8l0CgZ+SNEnz8Y8d+jNZSqjZVjHO7XJCfQ1Hm8NdnzeYsqqZ/lHVrX2Lx4l9gsw1e0WsoDRGmjPWyWLKpqHhL+Pnp0/dH9H5paPw3W7feRE3t3zhT8xB+/9mT4xovGq1vi6yK40huLC/kB/Om8JGppawYokddiFSQ4EWICcIX0Jx09Z3QzbRHV2VrKMYvynPz7GSazv5YcThmUVX1CbKyJlNUdBFWa9mI+w2WFg0FRbbp5OevHnGb3tSxIE1Dw9MR/Qy98vPPZenS/2PN6v9QXnbdsCcjSiluLC8IP/9bXavM6p5Cp07fD2g8njpqa/+OUskZ6zKQ1n527f4o6zdcxvETP6Op6flROa7ozxfQ/MtYZSzCiSkBMjLyKCm+LKrjeTwN/aqMlZUOnTJmFOwNDn6uOJ3HaW5+acRtiosuxmwOBid+f9egn2tr8xIfvAgxVknwIsQEYTEp9p+/iP+cO4dfLphGlS3xwctgKWMAVmsZM6puZ93aF1i44Psj7jMQ8FFTYxyo/9aIigAopfr1vhgH00aquOjiiAd5v6WsL43tkNPN7q6zr4iK0aG1H6WC6WJTptyKUqPz9aZUb5W5YOBafer3o3Jc0d/6ti6avMHKchlKcU1x9JXDotE/ZWwyOTmLI9rOZptKsSFQCgbdwzOb7ZSVvZ6CgrUsXPBDSktfd9Y6xs/ew04PjaH0OSHGIwlehJhAsi1mlubYeVNZAdZBekii5Q1oNrf3jXdZkzf8xG5KmcjIKBh2HYDm5hfo6WkIbZPBpElvirhNpaVXhx+3t2/F7amLeNtoVdmtnGuo9PNInaSOpcq8uV/lvHX/o6rqDiYNU9ghGaZOCQ4BtdtnUFZ6jfTApcBjhipjFxfmkD/EHFZa+6lveCru9L6Ghn+HH0eSMmbU+34BaGl5ma7uwyNuM2/u11ix/AHKy6/HbD47NXe6LZMyQ5rcxrbEVR0TYqyR4EUIEbNdnU5cgeBJQKZSrMhNTCnNMzUPhR+XlFxBZmZxxNsGU8emhJ5pGqNMHRvI5+vm1Kn7hjzZeYuhytij9a34AnLimipWaykzqj6O2Ty6JV3z8s5hxfI/s2b1f5g8+V0JKxUuIuMNaJ5qjKzK2OkzD7Jnz+1s3fZ2uruPxHQ8j6d+QMrYNcOsfbb8/NVkZ88PPz9z5i8jbtPXwzfUctWv98VYATIex5weHm9o5Ucn6ni5pTMh+xQiXhK8CCFiZkwZW5FrJ8vc/yPF74++vKbbXdMvDzySgfpGiUgd69XU/CIbN13NocNfp8YQUBm9oTSfzNDJapPXx4ut8gU/0SilKChYPWqpaqK/F1o6aPX5AbCaFFcNkTLmdtdw9OgPAGhv38KJk7+K6XjBMSfRp4z1UkpRWfmO8POWlv/F1I6B1iRh0P4vqxv44N6TfPd4Hc80t4+8gRCjQD5phRAxW29ITRhsvMuBg59n85Y3U1f3z4irPwUHPAd7OWxZUykYYq6V4SQqday25pFwlbQjR7+Lx9Nw1joFGRauKM4NP/9LbXNMxxJCxOaPNX3/c1cU5ZJjGbyXQpkyKSq6CACLJZ/Zsz4X0/HiSRnrVVR4Ufix03kct7smqu0DAS8u16l+rxk/g/d1uWkLjQGKxwxDYZejMteLGCMSFrwopY4lal9CiMS7fPNBbtx+hM8cPEWtJ/4ysn6t2WRITVgzIHjxeBqpr3+Sjo4d7N33SRqbnotovy2tr4UfF5dcFtPV7JycRdiypoafG082ojFnzt1YLDkoZWHy5JuxWAa/ovtWQ+rY003t1HlksOxo6OjYzb79n6Gz60Cqm3IWrTVa+1PdjHHvlLuH55o7ws9vrhg6xdSaWcziRT9jyZLfMG/eN6JKR+3l9tTR1r4l/DzalLFeNlslNtu08HPj595wvN5Wjh//Ga+9dhG7dn+43/iqOXYrhRnBwE0Dm9rjH/cy15HFPEcW15bkcWFBTtz7EyIREtnzMl0p9RmlVPSfBkKIpGr1+tjT5eKVti7ur2nGRPw5+Xu7XHT6gz0kFhUsk2zU1Pw8WgdP4q3WckqKLx9xn1r7aW3dEH5eWLAuprb1TljZqyHG1DGrtZQF83/AqpX/ZOaM/4fZPHiFtsuKcqm0Bitd+TX8WXpfRsWpU3+gtvYRNm26lkOHv5Hq5gDg97s4febPbNx0NXX1T6S6OePen2ua6T19r7Jlcn7B8EVDAEqKL6PM8PkQjcZ+KWNTok4ZMzJ+vrW2rI9oG4+nkWPHf4ynp56urv39xt4MHPeSiNSxy4pyeXHVPP5vURUfmloa9/6ESIREp41dCVQrpf6olFqV4H0LIWJk7O7PNpsoHWHytkhsMHwxLsmx4zD3T9WorHgrK1c+zqTyNzNlym0RzXre2bkPny+YV62UOaLJLIdSWtZ3RbS9fRtud21M+ykpuZzs7LnDrmNWindVFIWfP1DTLAP3k8ztqaO+4cnw87zcZalrjMHhI9/m4MEv0d19OFToQd4HyeINaB40XCh4d0UxpiQXS6g39OKWxZgy1qug8Lzw45bWVyN6r2Rnz6EgFPQolUlX98F+y9f0m+9FKo6J8SmhwYvW+jJgBdAGPKOU2qqUuk0plZXI4wghojPXkcVfl87gG7MruWNaWUKqIY003gUgN2cRCxZ8j2lT3xfRPlsNqRO5OUuwWGJPU8jJXojNZkgda4yv6thI3jmpCEvo11rj8fKsIZVFJF5mRiHz53+XnJyFWK2TKCk5e+6LVKiseHv4cWfnbrojKIMrYvOfpnYaeoLjOjKV6pe+2aujY1dEpYgj4fbU0W5IGSuNMWWsV2HBGnonrOzpaaTbGVn1s2nTPsiMqk9w3nkvM2Xyu/stW5vvCD/e3eWkyyepi2L8SWTwUgWgtT6gtf44UAH8FrgDOKOU+r5SamYCjyeEiFCOxczFhbm8b3IJt08beXb7kQS0ZmP7yJNTRqultS91oqAwtpSxXsHUsb6Ti4b6J4dZOzpnzvyFpqYX+r1Was3g6uL88PP7a5oSdjxxNpMpk0nlN7Dy3MdZee6jEU8smmw5OfMpLr6MyZPfzdo1z5KdPSfVTRq3/mj4H3t9aT5FA3qUvd529uy5g02bruPYsZ8QCMQ34Nw4di6YMrYorv1lZBSQk7Mg/Ly15dWItisqPJ+qqtuxDjJmZ362jVxL8NTOr2FzAsa9CDHWJCx40VqfHPDcqbX+tdZ6GfBx4KPAQaXUv5VS1ybquEKI0Xew202LN3hFzwSsynMMv0EEAgFPv/ztWMe7GBkH07Z3bB+0Wlg0AgEP+w98ngMHv8jefZ/E6Tzeb/ktlX2pYy+0dHLSJdV5kk0phdU6tnLxlyy+l7lzvoLdXpXqpoxbx50e/tfadwHlZkPaZq/9Bz6Py12N1l6On/g5XV2H4jpmY+Mz4cdlpdckpAe7wPA5F+mg/eGYlWJ1nnG+l/iDl4DWnHH38HJLZ8JKMAsRj0RWG5s6yGuXKaUeBf4AZBEc5aaBe5VSx5RSkeWSCCHGFOMX4qJsG7mG0qQNDU/j6Ym+16G9fQeBgBsAkymLvLzlcbczO3sBWVmV4edNzS8Ms/bIXK4z1IcGYft8nRw4eHe/5eflZzPLUFrUWMJVTBwySWXy/cnwvzXHnsXqQS6gTJv2AbKsFQDMnPFJcnNjH1zv9bbR3r41/Lyk5MqY92VUWNA37qW1dSOBQPzljRM938v9Nc2cs34fb9l5lB8cj63svBCJlMi0seMASqkcpdTtSqn9wDPADUAL8C2gSmt9DTAN+DTw/5RS30tgG4QQo8D4hWj8onR76tiz9w5effUC9u67C6838knNjFcd8/POxWQavLJXNJRSFBddGn4enEMmdg7HDObPD35k5eYuZ8GC7591POMV4L/UNuMJBOI6puivp6cpISd4In15AgH+WtcXvNxcWTRowJiXu5SVKx9nRtUnmDbtQ3Eds7n5f+HS1xkZReTmLolrf73y889FqUwA/P4uOjt3Rb2Pzs69HD32w/CAf+O4l+0dTlz++D6DZtj6PouPSW+yGAMSGbwopdSvgDPAj4G5wHrgncAUrfUXtdanAbTWfq31I8BlwG0JbIMQYoDT7h7et+c43zlWy6P1rXHvT2vdr9KY8YvyzOkH0dqH1j20tW3CbI48ncw4WD/e8S5GxcV9wUtLyyv4/e649ldWejVLFv+Kc1Y8SJa1/KzlN5UXYjMFT6RavH6ebJRZqRNp3/5Ps37DpZys/h0+X2eqmxMRl+s0bYar9iI+Tza2h9NWbSbFW8oKhlw3M7OQqqrbY5ovyqjJME9VcfElce+vl9ls69fL3NISeeqY3+9my9a3smnzGzhx4hfhnqHF2Xbs5mD7vFqzrSO+1LHeiSpLMy1Mt2VKJUWRcokulfxBgqUzfgcs01qfr7X+i+6d7OFs+YDMeiREEh3odvOvxnZ+fLKebx2LbhbnwRxzecIVfgBWGfKrM60lZGYGxx9MrnxXxIOofb4uOjr6rjgWFqyNu529CgpWh4OoQMBNa2tk8ykMp6TkyiF7hvIzLFxf2ncydf8ZGbifKN3dR2hufgm3+wxHjny733tmLOruPsau3R/htfWXsH//Z9FaeuES4Y+G/6kbygrIywh+zmjtT0pp6kDAS3PLS+HnxgsiiVAY47gXszkLkykz/PzU6fsByDApVuX2XTiKt2RypTWDwxcsZtd5i/jH8tlYTJIWKVIr0cHLHUCl1vqDWuthv1WUUmuBbYTSzYQQyXHU2dfTMMsWf9XyDYYvwnmOrH4VfqZMvpnz1r3EwgU/oqLipoj32da2Ga2DAZHFkktOzsK429nLZLJSWHh++HlTc3ypY0MJBHrweBqBYBpLr43t3ezvciXlmBNNe/s2lAq+3xyOOf0GO49FSplCg7wDOJ3HqK//V6qblPYOdLv6jbl7tyFN8/Dhb7F//6fx+xP7/9bWviXcy6dUJoUF54+wRXQKDfO9tLdvx+93RrztlMk3A5Cbu7TfOJw1hh7xDXGOezEpRY7FPPKKQoySRAYvJ7XWP9NaRzq5wXZgEXBJAtsghBhgVV42d04v44bSfC4sjL+jc6jxLr1MpkzKy99ARkZ+xPs0Xm0sKFiDUon9ojReKW1qej7hV2c9nnq2bX8nO3a+B7/fxfIcO0uybeHl98vA/YSoqLiJdWtfZNq0DzN9+kfG/MB4u306paGZ3B2O2WRmnl0RS0TnT2f6/pcWZ9tYnmMHoL7+X5w6fR+1dY+yZeuNMU9KO5hmQ1n0woI1WCzxV1c0yslZjNkc/CwNptxuGWGLPsXFl7Ly3H+w8txHKS+7Lvy6sXz91o5uemTsnRhHEhm83DLcQqXUw0qpXyuligC01m6t9VGttZSuECKJlufa+VTVJH69cDofmRp/Sdn1Q4x3iUe/8S5JuJpeXHQxvZPBeTx1dHXtS9i+vd5WNm2+gfb2bXR17WPP3k+gtZ9bKvvmYHikroVumSwuIbKyJjFr5l39TtTGspkz/h/z532X1aue7HeFXUTP6Q/wcH1L+LlxoH5zy8uGNU1kZAw9DiZajf3Gu1yWsP32MpksFBSsCT+PJnVMKfOgxQOW5drJCqV3uQKanZ3S+yvGj0QGLyPVIN0AnA/8PIHHFEKMomqXhzOeviFsa/N6rxbG3pPR09NEV9eB8PNEzO8yUGZmMbm5y8LP4606ZpSRUUBZWd/UVXZ7FUqZuaEsn5zQoNkuf4BHG+IvliDSj91eRUXFjQnvTZyIHm9opcMX7EHINpt4o2Fs2fx536Ki4m1YLDksWfwLzOb4U2QhOG7J5ToRfl5UlJxkEeM4v9YoBu0PxWoysaLfuJfEzM/S7fdzzCkVx0RqJbTa2HALtdb3AFcQrDAmhEhDxlzzmTYrpdYMOjv3s3nz9dQ3PBUuJRqN1tYN4cfWzDLs9hkJaetAJcWJK5k80KyZn6W4+HJmzfw0s2d9FqUUDrOZt5QXhte570xTUgYTCzER+LXmV9WN4edvLisg2zAOQykz8+Z+g3PPeRSb7axp52LW1NzX65KdPQ+brXKYtWNXYOiV6+zaR09PyzBrD8/v9xAI9PQb9xJv8LK/y8Xy1/Yy83+7ef22+Cb7FCJeiQxeIvlWzgzdhBBpqH/KWLDX5eTJX9PZtZc9e25nz547ot5nv/EuhWuTNo7BmO7R0bkLj6chYfs2mSwsWfwrpk37YL/XjQP393a5ebY50iGBoldT0/Ps2PleuroOpropCeP3e9KmzPNY8URDG4dCxUcUcNvk4rPWUUrhcCT24ofxQodxzqhEc9hnhSs1gqa1bcOw6w/G5+vkxMl7eW39hdTWPso6w7iXTe3dcZU4Ls60UBvqdW/x+mnxylxLInViDl6UUrcopZ7vvYVee36Y23pgJzC2a1sKMY5Uuzw8WNPM043t7OqMvILNUPoP1nfg8TTQ0Pjv8Gu9g5Oj0drSV7o4GSljvRyOOWRl9V01bWoeKdM1OoPN+zDPYePSgr6B+98/Xie9L1EIBHwcOfo9mptfZOOma6k+9YdUNykuWvupqXmE9Rsu49jxn6S6OWnDrzX3nOgbHntdcTaeo5+gu/tIUo/r9baF506B5Ix36aWU6vf5F0vq2NFjP+To0e/R09PEyep7WZZtJSN0MajbH2BXV+zfAcUZlnAarNWkqHH3xLwvIeIVT8/LdOBiw40BzwfeVgOnCZZTFkKMgm0dTu48eIpb9xznUwdPxbWvo043J1x9X1jr8rOxWktZee7jlJW+Hrt9JqWlr4tqny7XaVzu6vDzZJa+VUqdVXUs2VpbN3B5+2fDz3d1uXi6SSatjFRz8/N0dx8OPy/IXzPM2mNfTc3f2H/gM3g8tZw+/SAu15lUNyktPFbfyuHQOAsFXO3+MU1Nz7J129uSOtdPc/P/wqmwGRlFgw6MT6SCwr5xLy2tr0a9/dQpt9F7Wufx1BNwHWRFrj28/H8tsff2KaX4y9KZbFozn2MXLmFRjn3kjYRIkniClx8DVaHbDIKfKVVD3KYDOVrrRVrr7XEcUwgRhSZD135RRmQTRg7FmPK0wJFFRVYwAzQnZz6LFv2EVSufiHpQsrHKmN1eRVbWpLjaOBJj2kdLy6v4/ckbeNrU9AI7dt7GNP8uzmFz+PXvHa8jIL0vESkuvoIli+/Fbp9JefkN5OTMT3WT4lJe/ias1vLwc+NVfTE4X0DzwxP14efX5PeQ2/k0EKz019D4n6Qdu6lflbFLBu1dTSRjz4vLVY3LdTqq7W22qVRWvp1p0z7MunX/Izd3MRcbyuO/EEfwAnBunoOpNivmMV6iXIx/MZ/NaK3bgfAlRKXUS1rrkwlplRAiIYozLKzNd9Dc46fKNviM8JEyBi+XF+Wetdxsjn7/LUkukTxQQcFqzGYHfn83gYCL1tbXKC5OTvWgrKxKTCYbgUAPN6nH2KpXArC/282/Gtt5Q2l+Uo47niilKCm5nKKiiwkE0r/Uq9lsZcaMT9Laup4ZVZ/EZpuc6iaNeY82tHLUFbzIYAI+N3cJOZ0/Zu++OykvewMzZ9yZlOMGAl6aW14KPzf22iZLVlYFdnsVTmdw7u7W1tew2SKf7Bdg3tyv9Xt+cWEu3z0eTLnb0tFNh89Prkw4KdJcwi4jaK0jOgNQSiWuDIgQYlg3lBXwj+Wz+d/qeXxzTuwnSp0+f7/xLoMFL9HSWtPaOjrjXXqZTFYKC/tmx25qTl7qWHb2HJYt/T8sljyuW/J5Xl+SF172/eO1+KX3JWImkwWLJf4JVseCikk3snDBPRK4RCDY69I31uVNZQXMsmdRVvZ6zj3nYebN+3bSekPa2reEiyoolUlhwfkjbJEYBQV9VcdaWqJPHRtoSY6NwoxgsOLX8EqrFIoQ6S+5faCDO56CYwoh4vBSSye+0Ll2gcXMdN+2uKt1dXcfoqenKfRM9ZukLZkGjntJ5gD6vLzlrFv7AoWF53FXVXm4nvxhp4fHG9qSdlwhxoOH61vC4+zMCv7f9L6Uu9zcJZhM8aXCDqe5qa+gR2HBGiyWxEzIOxLjRZyW1tfQOhDX/sxKcVFB4lLHhBgLYv7PV0oVAQ6tdXXo+c0Ja5UQYkwxpoxdXGBj/76bCQTcTJp0IzOq7iAz8+yypSMxpozl5CwgIyM/EU0dUXHRxQSH6Gk8njq6uvaTk7MgacfLyAj2uMxz2LihNJ9/hIKW7xw5wnXFK8gwSwqHUWfnXlpaXmHy5FsSNtHgWBcI9BAI9GCxZI+88gThDWh+eLxvzMeNZYXMsMeX+hqNxn7jXUZverrgRRwTEMDrbaGr62BcY706OvewKHCAfzALgBdaOtBax1SSfkeHk+8cq6XZ66Mww8JDy2bG3C4h4hHPZYstQLFSaorWug24j5HnelERrCOEGEMCWvcLXparHfh8wed1df9k5oxPxbRfYynQ0Rjv0iszs5jc3GV0dARrhzQ1PZfU4MXozqpyHm9oIwBU92Tws+2/5BMrPojJJNNfQXCeit17PobLVc2p039izpwvUVpyVaqblVQuVzV79tyBNaucxYt+mbR5jtLN/Sd2c8oTPF0waT/vcuwBRifrvLv7GC7XifDzoqLkjIsbTEZGHrk5i+joDFZRa2l9JabgxevtYM/ej9PS8jJl5IP6PwBOu70ccXqY7Yj+woAnEODFUNpZSWbyer2EGEk8aWP7gVOAcRTl1yK4CSFGyRGnm+YeX1zVrXZ2usJVy8wKLsglPJna5MnvIiMj+vEvgUAPrW0bw88LDXneo6FklEsm95plz+KavL6xQ/d1zObQUZnvo1f1qftwuYKlsz2eOizm8d0T0dV9mI2brqOjcxeNjc9w+swDqW7SmNATCPDrur4g7kJeoNzUNMwWidXU3Nfrkp09D5utcpi1E6+wMP5xLxZLDt6eFgAKaGOGuTm87MUYU8eKDAFLize+7xUh4hFPtbFrBnntqyNtp5S6O9ZjCiEi5w1ozt94AAhepdi4dgFTsqK/wv9sc9+8JCtzHcyfciOByuuorf0HxSWXx9S29vYd+P3dwbaZMsnPXxnTfmJVXHwZR4/dA0BH5y48ngas1tIRtkqMz85eyFNbjhPARIMqZ1PWIuaNypHHvunTPowO9HDi5C+pqvp4v5O48chhn0le7jJaWl8BwOk8muIWjQ1/rW3htCc4v4oZP5+avYApk8865Uga4wUNY3n10VJYeAEnTv4KgLa2Tfj9nqirOSqlmDb9w+zZ8zFychZzUVYWx0Lx3wstHbx/SknU7ZpkzeDbcyZTlGGhKEPSXUXqJHLAfqT9qqPX/yrEBNZqmOMlAOGKM9H6ryFl7LJQlTGTyUpl5duwxjDWBQifrAHk560a9bENDsccsrL6rqYa53NItlk5Bby1vCD8/Cen2vEE4huUO16YTBZmzryTc895mKrpH011c5JOKRMLFt6D3V7FooU/Ye6cr6S6SSnn9gf4ycm+eV3eVl7IOVNGL3Dp6WnpN//OaI536ZWXtxyzOTgJZCDgob19S0z7KS25khXL/8zKc//BtZP7Jthc39aF2x/9Z47DbOa2ymLeUJrPeQU5mCTFUaRIIkslvzTyWpGvNxKlVJZS6stKqYNKKbdSqkYp9XulVNT9u7HuSylVqpT6gVJqv1LKqZRqV0rtVUr9VimV3rOpibTX5vOTEfpysZkUjhgGhtd7vOzq7MsMvaI4/hLJAC0tfcFLKq6uK6UoLu7rNaqv/9eoHv+T0yvCf5szHi9/qulL6XA6j+P3p/+cJvHIy1sR9YSn6cqaWczqVU9TVvb6VDclZdrat7J12zvw+Tr53elGzni8AGQoxSerRjdlq6HxabQO9vpkZpaQm7tkhC0SL9gbvSr8PNbUMaXMFBSsRinFqjwHdnPwlM8V0Gxs705IW4VIhYQFL0qpPKXUzaGbw/D655VS25RSLyulbkjQsbKA54A7gc8BBcB1wFpgu1JqVrL3pZRaSXDczyTgLaHtlgDrgfcBq2P52YRIlDmOLKovWsKhCxbz0qrYEpOeM/S6TLZmMNcefw+J19tGR8fu8PPCwgvi3mcsyg0ni61tG/F46odZO7Gm2qy8Y1Jh+Pk9x+to8/rwelvZvv1mtmy9MTxR3XimtcbTM3pjGcaqZJb8HeuqT/2BbdveQVvbRl7be3e/XpdbKouYHEOqazyMFzLKSq9N2jwyIzHOR2XsqY5VpsnEefl9Y8heaOkYZm0hxrZE/le+nWDFsa8BuQBKqY8D3wCWAecBjyil1ibgWHcD64DPaa0f1Vq7tNZbgZuA4lA7krYvpVQh8CTwitb6nVrrPVprj9b6JPB+YAPQPnA7IUabUopci5mptthKjBqrjC3xv0Jj4zNxzzvQ0rqeYCIbZGQUkZ09N679xSo3dzlZWb0TBWrqG54a1ePfVVWOI3QltNXn54cn6ti77y7cnhq6ug6wecub8XrH9wnGqdP3sWHDVTQZ5tQQQW3tWydEAOvzdaF1MMX1ty1ldIbSmfIsZu40zOsyGtyeOtraNoWfl5VdN6rHNzIWMens3EdPaPB9PC4plPlexPiQyODleuAPQJXWulYF6z3eBXQDFwKFwMNAbHVVQ5RSNuB2oAe437hMa72bYOBwnlJqxOlw49jX54AS4FsD96mD1mqt/xHxDyXEGOQJBHjJMBvzQu9/2b3nIxw58p249tvS8nL4cVHh+Sm7sqmU6peqU1//xKgevyQzgzumlYWf/+FMM80Zi8LPp0/7YEyV3NJFW9sWjhz5Lj5fGzt3vY+a2kdS3aQxQesAJ078im3b3s6One/D5TqT6iYlVdX0j1JYeAFNmUt5nr6y2J+cVkZBxuj2SDXUP0nvbA62rKnk5i4d1eMbORyzsWb2fj5oWg3zYsXC5+tmjufp8POD3W5q3D1R7+fFlg5+cLyOzx06zb8b2+JqkxCxSuRZw3zgq7pvuurzgcnA77TWr4TmgvkScE6cx7kUyAZ2aq27Blnemxx6fTL2FQrK3g04gU2DbCPEuLChrZvu0FXQTO1hAXsBKJ/0ppj3qbUeMN5lxGsMSWW8strRsROn8+SoHv/9k0uotGYA4NWaB/03sHjRLygvu4GpU98/qm0ZbZmZJVgswSvB1swyikdxLo2xrK1tC0eP/QCt/bhcJzhw4HOpblLCuD11Z/XcKmVi4YIf8kT2t/ATHAc2LSuT2ybHVgwkHnWGCxhlZdemdM4dpRQFhX3zX8U67qVXbe0jeE5+hVJdF34tlpLJ/2nq4Acn6vjDmSbWt8m4GZEaiQxeSoBaw/M3EryEYSxcfxKItx5p76WQofrTe1+PZJRdLPuaBZQB1cBspdRflFINSimPUuqYUurHSqnR/9QVIsGMJZLPy89icslllBRfQU527IV9Xa4TuN19V5JTXQo32zEXh2N2+Hl9w+gO3LeZTXxpZkX4+VNN7RzJOJ+FC+85q0dKa83hI9+hq+vQqLYxWez2aSxd8lsslnwWLfopmZlFqW7SmFBQsCo88avVWs78+fH1dI4FWvuprv4969dfTk3tw2ct39SdwbOt7vDzL86swGoa3R5Zp/M4nZ19Y/FSmTLWq9+4l5ZX0HHMq1JR8RYyMgpZwvbwa7GkjhUZesOaDRUthRhNifx0qANmAiilMoC3AtWh8SO9yoF4R2dOCt0PlQDaOmC9RO+r90ynGNgIHCLYm1QMfBf4CLBZKRVRsm6oOtlZN0K/SyFi9fH9J1m3YT/XbT3Mk1F272ut+5VIvrqsksWLf86iRT+Pq03Gq4cOxxys1rJh1k4+pRRlpcbUsdENXgCuL83nnFx7+PlXjpwZdPK3urp/UF39WzZtfgPHjv04rhOZsSIvbxnnrXuR/PxzU92UMWX69A8xf963Wb7sj2RlVYy8wRh39Og9HD7yTQIBF0eOfAePpyG8LKA1Xz1SE36+Ks/B60vyRr2Nxv99h2NOysbiGRnHvbg9NbhcJ2Lel9lsp2r6R7mspO/68cutnfgC0X2OLMmx8eayAj4wuYQrisZvWqsY2xIZvDwH/FIpdS3wG4KByh8HrPMxIN5ZuHq/5YdK1vQMWC/R++r9VC0GntRaf1lrfUpr3am1vhf4GTAd+GEExxciaU66ejjm8rC5o5sOnz+qbY+6PJxw9f1b9M3vEl8OerNhvEuqU8Z6Gce9dHcfoqvr4KgeXynFV2f1lYPd1eXikfrWfuv4fJ0cOvxNALT24nKfTmlKS7T8fhcnTvySQODsK7W9qWOiv4qKm3A4zr6GlY5B65Qpt2A2BytdKWXB6TwRXvZwXSu7u/pKg39lZsWov7e11tQZgpfyMdDrAmC1lpDt6Auimlviqzo2ZcqtvGX+reEy7W0+Pzs6nVHt48riPH6xYBpfm13JDWUFI28gRBIkMnj5NrAY+CdwC3Aa+DGAUuocpdRGggP4/xnncXr/04aqn2gdsF4y9/XgIK/1Dvx/U6gM87C01gsHuxF/kCcmOGOXflGUA1+fberrdVngyKIyAeVKAwEvra0b+to0RoIXu306OTmLw89He+A+wLl5Dq4vzQ8///axWrr9fQGnxZLDwgU/wGqdhFIZzKj6xKi3MVY9PU1s2/5Ojh67h4OH7k7Lk++xIhDwsGPnbZw+8+cx+3s09qr0slrLmDXrM5SX38Ca1f+hoCA4h4nTH+A7x/uyzW8ozWdFnuOs7ZOtq/sgTueR8POxNOfOwNSxeGVbzKw0/I6lZLJIR4mcpPI4weDlDoIVvFZorXsvH3YBTxEso/znOA/VO9qscIjlvZcCaodYHu++jClm1YNscyJ0bwWmRtAGIZLi3oXTeXDJDH46fypLciLpiOxjTBm7ojgxKRwdHTvx+4N1MZTqPwlbqhmvtNbXP5mSE8MvzJiE1RS8Ilrr8fKr6sZ+y4uLL2HN6qdZsvhX2GyTz9r+2PGfUVv3GIGAd1TaG6mmphfp6NgJQE3NQzQ0PJniFqUnrf3s3XsnLS0vc/Dgl9i952NjKoBxu2vYf+DzvPraBbS3bz9reWXF21m44B4yM/u+bn99qoHa0ISUVpPi8zMiyfZOPOMFi9zcZfx/9t47vI3rSv9/Bx0gAIIE2LtYJDZRvfdiyUXFjmXHlqy4yWWT+Lspm2Q3ZZNNNr/NZtPd4m7L3bItS5Yly+qV6iKpxib2jt7rzO+PIQcAAZIAATZpPs+Dh7hT7lySwMw995zzHrF4/Dy6ffMCdbryoN7LcPGVTB5O0j4Ly1gT1Yw4iqI6KYp6nqKoFyiK0vhsr6Yo6je9r87B+giBy70/cwbY37e9coT6uubzfqjl6MgKYrCwRECxVIyVSjkeSI5Hcq+iVSgY3R6cMXjF9wosn8DjsQ9yRmj4rhoqFDPB5Yoj7jNaJCbdDfQqHdnszcxkezTJFAvxVHoC036huRsdDv+IVh5PCpUqUJXLam1AY+M/cO3aj3Dy1CLY7aGs3YwOKSn3QiYrBgCkpW1BYuKdYzyiiYnD0QWD4SLTjpVPHVehg7V1/4P29o9AUW7U3wyMmu4/1i6HC883e700T6YnDLseVSRQFOVfmHIceV0AQKGYA4KgpxoejxlGU+T3Jl/j5ZLRDLWdVQ1jmViMeoEFgiAORdjFYdC1Y6YSBBHMv9ynLRhKeFrYfVEU1QLgem8zmNHTt82C4J4ZFpZxzVGtCe7eBV0pZUSq7RA4nMgnFf4SyYsj7i+aiITJfp6gsQgdA4DnspKYED8bSeK/60MzQm42/B0URYeZ8flxEApHt7hfH3Z7OzOOPgiCi4L8X6Eg/5eYXPBrEAR3TMY20RGJUjFz5ieIj1sIiSQHGRmPjdlYghWqTUt9kHlvt7XC6dQEHOPLr+raYO2VYo/nc/1qHo0mRuMl2O2tvS0CSYl3jck4BoLLFUMRO4NpRyqZDACFMSLEEXQ0PAkOdt38Jqzzr5ltOKo14bMuHQys4hjLGDAW1eGWRnIyRVFWAM+DDsva6ruPIIhiAPMBnKYo6rjP9uUEQZwlCOL7kfbVy196fz4aZIh9/WynKCr8ClAsLGPMQR+J5DJcQm7OsxGv8LpcRhh8vBljLZEcDL+Cld17Aibho4GMx8VPc7yGx44uHQ5pho5Jn5TzHJKTN4IgBEhLfSjg/+VyGXH9xs/R1fUlnM5IBR8DMVtqUVP73zhdvjJosUmFYhYyMh4dV56CiYhYnIZp097GzBkfgcPxd/xTFIWa2t+hre0D2O3tA/QwfOz2DjQ3v46Llx5Bdc1vAvbHxc1HXNx8TJ78W8ybt39Q6et9PQZ80a1n2j/JSYGcNzZGrW9tlzjF3DFXQAyGf95L/+lI+HA5HMwReY3LA+qesEIQ779chwcr6vEv15pQb3UMfQILS5SJqvFCEMT3CII4TxCEkSAIT7BXlC71XwDKAfyBIIh7CYIQEwQxA8DHADQINCp+BGA2gN9HoS8AeB3ADgDrCIL4NUEQ8QRBSAmCeBp0vs8FAD+J9JdkYRltKIry0/6/K7UQCarVEfer059GXxQlnx8PmbQo4j6jTWLCWhAE7fVwOnug050Zk3E8nKJEmcwbUvfj6haYhlCLk0hyUFz0JyxaeBIpKfcH7O/s2on29g9x5er/Q0Xl01Efs8l0FS0tb4Aknaiv/z+43Wwc/UhBEERQw6Cn52u0tLyJG9W/wPnz90eUDxPMs2KzNaG27vfQ6U6hs3MnPB5/HRuC4GDG9HeRnvYwOJyBw1T1Ljd+WtPCtOfExmBr6tjU+CFJN7q7v2La46G2SzB8jRejsSIq368707z1uioxLaxcmngfARg163lhGQOiZrwQBPELAH8HMAO09HAL6LAp31fLgB2EQa/HZDloD8j/AtAD2AO64v10iqL6V3H7CIAJwBtR6AsUfWd/EHRNl3tA/27dAJ4F8CsAiyiKYp/eLGNGud6M719vwm/q2vBJ50BljAK5arahy0k/jAgAGyetCCiWOBz8QsbiFkSlz2gjEMT7eYTGKnSMxyHw1ymZjJxpu8OF39aHtpIuEMSDx/OPgKUoCu1tHzLt+Lj5Aed1d+/DqVPLceHiQ0HzFYzGKlyueALnL2xCQ0NgrR9f5TgOwYfVOlDdX5aRgCSdqK3zrs3FK5cEeLm02pO4eHEzKqu+G/R/aDBW4Oy5DTh+Yj7OnA0MnZLLpzPhox6PGWr18CLAf13XztxjhBwCf56SAc4YeeT0+jOMJ5Ig+EhMXDsm4xgKmawYfD6tH0RRHj/VxuGyOikHfX91tYeP69bQhT4yRAJkigSYJpOMejFRFhYAiKxogz/bQHsrnqMoKlArsReCIKKSxE5RlB3Af/a+hjp2O4Dt0ejL5xwSwEu9LxaWccVVsw2fdNJif8vjZdiUPJCgnj8HNV6be7pcAqUgOreI8Zzv4ktS4jpoNEcBAN09X2Py5N8EhOeMBoVSMX6QnYT/baD1Td5p12B9ogKL4sKviUJRHmRmPgGt7jR0utOIi1sQcIzN3gKbvRk2ezN4vMDCcx6PFRrNEQCAy6VDTs73/PYLBCqkpW2BRJKN1JQHAgwolpGFwxGguPgv6OraA43mCFTKZQHH2Gwt0OnpSa/bbUAO/P+HBDgwma4AADyewARuLleI1NQHweXGQKlcCkVs+IVFj2iN+NBnMeXH2cnIkwxZUWDE8A0ZU8YvBp+vGLOxDAZBcBAXN5/xEmm1J5GQEJlHXCngYbpcgotG2oN2WGtCSYiqlB+UsTW0WcaWaBovSQB+MJjh0svYZRmysNwmqJ3Dq/FyyEfzf0V8dKonW61NsNm82hXjMd+lj4SE1eBUC0GSDrjdBmi0x5GgWjkmY/l+ZhL29Ohx1Uwrvf3wRgsOz56MmDBzAzgcHlJSvoWUlG/1hhIFhhM57F4RyGDJ/jy+Vy7bam2AzdYCsTjD75gpkwPzIFhGD0XsTChiZwL4VdCwL5fbm8vG5ykC9vv+3z0eC9xuU0AB0ckFIa/vBWBxe/Djam/wxVSZGM9mJA5yxshCkg709HzNtMdryFgf8fGLvMaLLvJ6LwB9j+8zXg5qjPj+GIkmsLCESzSNl0YAQwY/UhT19lDHsLCwRMbCOLqatcblxkx5aKvgXaZmnDOY0BdNulIZHeNFq/Oq40gkeRCJxqaWQyjweFKolCvQ3bMXAB06NlbGC783fGzthRp4KKDZ7sTvb3bgvwsCa7yECh1KFBiik5HxGJTKJbA7OiGRTArYLxKmoiD/l+DxYsHjy4N6Z1jGD8HCMlXKZeDzYuF2GyAWZwfsFwiUKC76C4TCZAiFSeByw6sNNRT/fbMDrXY6NIlHAH+ZkgkeZ+wEHDSaY3C76cUaDkcE1Rh9z0MlPs4bmmm1NsBub4dIlBpRnyviZfi/Rnrh4pzRAoPLjdgwCxqzsIwF0fyU/gPAMwB+O9hBBEF4KIpitTJZWEaQRXGysEOMdjUeA4kSAEAsYfFLGo8E35Ax39yI8UpS0jrGeOnp+RpOp2ZQ5aSRpFQmwfczk/DXpi4AwOttaqxLVGCeQhrV64jF6UELX/bB58uRkfFoVK/JMrpIpZMhlU4ecD9BcJCcvH5Ern1Gb8YbbV6Vu+9nJqFYOrZ1ntravXlgKtXKcR/qKBanQSzOhs3WCADQaI/7yVMPhzK5BPF8LrQuDzwU8PrZn+Dpad9FTAwbFsYyvolmptUVAPMJgthFEMTjBEGsIQhiSf9XFK/HwsISJSjKg0M+KmPzY2xRSaIlSTd0ulNMO34CGC8q1XIIBCoAdCJ0e/snYzqeH2QnocAnL+CHN1qY+hgsLOMdm4fED294w8UKJCL8a/bYhidZrU1MbhuAiI2A0UKp9OYLDlcwwRcuQWCZT3jwWUcq2jtCv99ZPB50O0JP9GdhiRbRNF4OA1gDWn3rVQBf9W7r/2JhYRlnkBSBKs48pn1XakFU+jUYLjKyngTB9ysEOV7hcARITf02025rf39Mar70IeRw8NfCDOZmfdPmwB8bQiteycIy1vyxoRP1NroWCAfAX6dkjLlCVVvbe+jL/ZJIcoOKWIxHVKpVzHut9gQ8HlvEfa6I93roKzAdHR07h7zfndabkXO0ArnHqnDPxdqIx8DCEi7RvoO8A+Dt3p/BXgMqfrGwsIwd1yx2qN20p4UDYFViZLHUffSovZWb4+LmjfvQjD7S0h5iKsHb7W1Qq8d23WWGPAbP+CQ3/7OlByd0rBo7y/jmoMaIF1u8Gj7bMhIwI3Zs7wEej82vkGp6+pYJUzw1TjEHXC4dMkqS9qgUrFwWL2ey4HSEEtLCD5l730BIuRzYSNr407B1XljGgKgaLxRFPTbE61EEyxZlYWGJGm6SwvZ2Nb7q0eOM3gwXOXSxuoM+VdynyyV+RciGC0VRUPccYNrRKHY5WoiEyUhQ3cG0W1vHft3l33KSkSum62yQAJ652oRONmSDZZzSZnfi+9ebmHaeRIif5oy9WEdX1264e5XXuNwYpCTfO8YjCh0OR+Ang93jc38dLioBD2U+EsknLUPnIvkqWFo8JOxsGCvLKBNN4+WREI9bHsVrsrCw9EPnduPfqlvx+JVGbLhUByc59IPFN98lWipjFksNbHavRLIqITpqPh6PJ6Lq4aGSnu69pWl1J2Cx3Bzxaw6GmMvBS8VZEPYqNKldbjx9tTEk45SFZTRxkiSeutoIrYsOPxJzCLxanA0Jd2zDxSiKQovPQkRy8sYAOejxjirBGzqm1hyOSkjrCqX3b+Arlz8QiQI+Ds2ejIoFxWhZWgbRGP9fWW4/ovaJoyjqvRCPOzr0USwsLMPFt8aLiEMMOmGgKApqmxHnDd6idNGq79LTs595L5eXQRSkfki4HDp0CL/97W/x+uuvR9zXUCgUcxATk8+0W9veHfFrDsVUmQS/y09j2mcMFvz+ZvsYjoiFJZDf1XfgQm/9EAD4/wrSUTjG6mIAYDBehNl8jWmnp22J+jUoikJTUxPOnDmDL774AhZLYMHPSFApl4Eg+AAAl0sLveFixH2u9LnnnzNYYHIPbhDxOASKpGIkCfngj6HcNcvtS9TNZYIg0gmC+HeCID4nCOJk77ZCgiBGRoORhYXFDw5BYJFCisIYEQpiRIPGc+sN5/HKmR+hzzej4vMwNUoSyb75LtEIGSsvL8exY8cAACqVKmC/0WjEvn37YLfbI74WQNdESU/zel86Oj6F2x3dichw2JKixKbkOKb9UksPvurRj92AWFh82NOjxyutPUz7oZR4fDtlbKTG+9Pa6l2AUCjmQiqNjjCJLwRB4OOPP8bevXtx6dIldHREV1yDx5MhTjGXaat7vhnk6NCY1iuZDABuCjimM8FmaxkVDzcLy3CIqvFCEMTTAGoA/A7ABgB98kWJAHYSBPERMVQmGAsLS0RMjhFhx/Q8HJ4zBftnDVzXAQDa2z/CJbKIaS9XyqIikWy3t8Nkusq0ExIiN158jRIuN/A20traivLycnz00UcgQwiVC4Xk5I1MgqzHY0Zn1xdR6TcSCILA/xSkY0qMVz75/11vRmOvohMLy1jRYHXgX697Q0WLYkT4ff7wi6pGE4dTje7uvUw7I33riF0rOdnrZe7s7Ix6/76hYz3qAxEbGVyCwFKfumAfV3+BU6eXQa8/F1G/LCwjRdSMF4IgVgN4CYAawJ8B/Gvfvt5QsRkA5gJ4MlrXZGFhGT4k6YJGcxqVmMZsWxm1kDHvaqBYnA2JJPKiZ8uWLcPGjRsRExODBQv8pU1JkkRraysAoKGhAUeOHIn4egDA48UgJeU+pt3aun1crEbGcLl4rSQbMb0hgSYPiSeuNMDGJs6yjBE2D4ltVxth6v0MSrkcvFqSDfE4yYdob/sQFEULXAiFyX6yw9EmMzMTWVlZmDt3LtLS0vz2Wa1WHDt2LKIFlgSVN3/QZmuCxVo37L76WO6T63jOmQYKQHvHxxH3y8IyEkTzrvJjAO8DyKEo6t8oivq7706Koi4D+B6Ax6J4TRYWlmHC4fAhL90DA0GHIHEALI2PTvJqj9pHZSxhddSkSKdNm4Yf/OAHUCr9w1AIgoBWqwUA8Hg8xMfHR+V6gH9cvMVSM25WI/MkIvx5SgbTvmq24+e1rWM4IpbbmV/WtuGK2Vt35M9TMpHrU1x1LCFJN9raP2DaaakPgcOJXFFRp9Ph3LlzAQsaS5cuxWOPPYY777wTOTk5zHaTyYS33noLhw4dwt69e4e9ECISpUImK2ba6iioji33ufdrCRVakQG1+iBI0hn0+Hfa1Hjgch1WnruBF5q7gx7DwjJSRNN4mQXgp9Tg0hdHAUS+BMvCwhIVDuu9oVgz5TGIi4JEsstlgF5/hmlHI2TMFx4vcIwEQeDee+9FQUEBtm3bhmnTpkXtejExuYiPW8i0W9vGXja5jw2JcXgy3Zv/836HFu+0qcdwRCy3I6+39uDdDg3TfiJNhfWJirEbUD/U6gNwOOjwLYLgIzXt20OcMTQulwsff/wx9uzZg88++wxOZ/BJvi+HDh1Cdzc90T937hyqq6uHfX2VTx6h72LRcEkQ8P3yHbXpf8PiReXgcARBj2+yO3FMZ8ZVsx0NVjZklWV0iabxIgEdMjbUMZIhjmFhYYmANrsTPU4X3CFI6B7SeCWSfeUyI8FXvlMgUCFWPi3sPtxuN95///2wHu5CoRAPP/wwkpKSwr7eUPjKJvf07IfD0RX1awyXX+WmYqbce1v999pW7FcbxnBELLcTe3r0+EVtG9OeLpPgP/OiU+Q2WrS0vsO8T0y8E0JBoOBHuBw+fJhJxq+qqkJ9ff2Q56xdu5YJI1u4cCEmTx48J3EwfBeFjMbLcDgi9374hg2ftMSAwxEOeKxvrRe2UCXLaBNN46URwMYhjrkLwNgWS2BhucX57rUmlJ68ioyjFdjRqR3wOJ3LjQtGH4nkKNV38c13USlXDFmtuT8URWHXrl2oqanBhx9+iLNnz0ZlXJGgUq2ASEhPyCjKjba2D8d4RF4EHA5eKc5GkoCeTHgo4OmrjbhoGHtlNJZbm7N6M757rQl9yyRpQj7eLM2BgDM+8lwAwGyu8fMEp6dHRx55/vz5yMrKAgDMnj0bhYWFQ54jFAqxefNmrFu3DqtXRxZOK42ZDJHIK4agVh8cdl99+D4DzhosMA8imbw0XoY/FKTjteJs/Cg7+gtGLCyDEc07zA4ArxME8TOCIPwC0gmC4BAE8QjoRH42A4yFZQTpWwWjAMh5wQ0HiqJwVGtiJJITBDyURqEOg8fjgFZ7jGknJNwxyNHBaWlpQWVlJTPO1tbWYceGUxSF06dPo6KiYljn90EQXKSlbWbabe0fDBgLPhakiQR4b+okSHuTo20khS1VN1FvjY5sNAtLf+qsdnynqgH2Xg9vLI+L98omIVnIH+OR+eNbn0kmLUasfEZU+pXJZNi6dSvWrl2LNWvWhHyeRCLBzJkzI74+QRBIUPmqjkUumTxDLoGi95nhoigc15kGPLZYKsZ30lS4J1GBEhkbUMMyukTTePkDaO/LfwPoJgiiFQAIgqgFYAHwFoAmAH+K4jVZWFj6YfZRnFINkMNSU/sbfFT9KdNeHh8diWSd7hQ8Hro4HZcrQVzcgiHOCCQzMxOPP/44UlJSkJWVhfXr1w9rhdJut+OTTz7B119/jd27d6OrK7JQr9TUTSAIOv7b6exBR8enQ5wxupTIJHizJAf83r+V1uXBQxU30eN0jfHIWG41uh0uPFRxE7relXkBQeDNkhxMiRn7QpS+OBz+39P09C1REw8BaMn2efPmBc3DC5fhqI/5SiZrtafhdpsjGgOXIPxEWw5pTaAoEiTJhoWxjC+iZrxQFGUGsBjAh6AXfVMBEKAT9HkA3gOwjKIo64CdsLCwRMzF+UWoW1yKM/MKUTSAN8VoqMAVt1epannUJJL3M++V8UvB5Q4cMz0YmZmZ2LZtG7797W8Pe2Jgt9vR0NAAgM6h2b17d0QyxwKBEikp9zLthsbn4fGMr0TVxfEy/K0wk2k3253YXHFz0PAPFpZwMLs92FJ5Ey12r+fxH0WZWBAnHcNRBaep+Z8gSdr7KBCokJS0bth9URQVtfpR/futrq7Giy++yCTzh4oidjZ4vNjefpzQaI9HPJ4VPs+CfR0NOHJ0OrRR6JeFJZpENTCVoigdRVGbASQDuBvAlt6fKRRFbaUoSh/N67GwsARCEASkPC6yxEKIgtRYIEknWs0d6CG8ccqzY2Mivi5FedDjE3cdqcoYh8OBWDz8lVyFQoH77qNrtOTm5uKBBx6IeNU1J/t7jPfF4ehEW/v7EfU3EtyXFIdf5XoTpivNNmy72ghXCAIOLCyD4SIpbLvaiEofSeRf56ZiQ2LcGI4qOA5HN9ravN/PrMynweUO/35y+fJlvPPOO9Dr9VEYnZc9e/bggw8+gFqtDls+mcPhQaVczrSjIZnsK9zSQ8nRQcbAaIws7JaFJdqMSFYdRVFqiqL2UhT1fu9PNUEQywiCyBz6bBYWlpGEIPjg5HvVd5IFPKRFIU7dYLgEl0vTew0ulMplEfcZKfn5+XjiiSewZcsWyOWRe5dEolSkpT3EtBsbX4TbPf4S45/NSMA2Hwnlw1oTfnCjGZ5xUGCTZWLiIil8/3oTDmu9eRBPpSfgmczEMRzVwDQ2vQySpD2jAkEC0tIeHnZfOp0Oe/fuRWNjI1566aWQlMVCJS8vj3nf2NgYdnirb+iYWnMYJBlZmGiCgI9JYq/HvA75Axov29vV+N+GDvy0usXPE8fCMtJEzXghCOLQEIf8A0AtQRAPRuuaLCws4UMQBKoc3hCPmbExUYkD900YVSjmgs+PDfnc+vp67Nu3DzabbeiDwyQjIyOqce7Z2f8CDodewXW5tGhtfTtqfUcLgiDwm7w0v1obO7p0+N61JtYDMwAjERJ0q+AkSTxzrRE7u/XMtnsSYvHrcSaJ3Ifd0Yl2n6KU2VnPgMsdfsHMyspKpo4LQRBQqSKXWu5j8uTJyM3NRXZ2Np555hkkJyeHdb4yfjHjDXa7DdAbzkc8phk+0uumhO+jpOQfQY/7S2MX/tzYhbfbNWiyja8QWpZbm8izzLwsHWL/bACPA/gVgI+ieF0WFpYwOe8joztTHo2QMcpPIjmckDGPx4O9e/dCrVajsrISGzZsiKj+QSiQJAmCIIZl1AgFKmRkfAdNTS8DAJqaX0Va2hbw+dHJG4oWHILA36dkQuN046SeTuT9vFsPB0nh5eKscSVnOxa43W689957aGlpgcfjAUVR+PWvfz3Wwxp3OEgS2640Yr/GyGxbGifD84VZURH5GAmaml5m1ACFgiSkpj40xBmDs2TJEigUCnz11Ve4++67ERsb+sLMUBAEgQceeAACgWBY9yMeT4r4+PnQaI4CoEPH4uPmRzSmGXIJdnTpAABXnXLweMHzmZR8HtodtKdH7WST+llGj1F7elEUZQfwBoDs0bomC8vtxnvtGsw9fQ13XajBHxs6gh7jIilUmLy6GbPkkctcWqx1sNmamLavhOdQXLp0CWo1Xd/WarVCJotOscyB0Gq1ePPNNxk55uGQlbkNXC79QHe7jWhueS1aw4sqIi4H26dOwtI479/0K7UBj1U1wu65vT0NPB4PCxcuBEVRTJ5BMO9LR0cHXK7bU7HN5iHxaFWDn+GyMl6Ot0tzgubTjQfs9na0tXnXR7Oynxm2cEgfBEGgrKwMzz33HEpLSyMdYgBCoTAi77DK537b3fM1KCqy7/YMnwWtKyYbHAN4JVcq5bg/KQ5PZyQgRxLZ35iFJRyGffchCCKTIIglfa/ebYt9t/V7rQHwWwDqaA2ehYXFnzaHE012Jy4arWiyBY9Bvm6xwdYbOsQnCEyNgkZ/T/fXzHuZrAQiUejhJGVlZVixYgX4fD5mzJiB1NSRC0WpqanBSy+9hJaWFnz11VfDTr7l8xXIynySabe0vAWnUxOlUUYXCZeDt0tzsNqnAN1BrRGPVN2ExXN7q5Dl5eXhnnvuYdqefn+P9vZ2vPnmm3j33Xdht99eNXMsHg8eqbzpl+NypyoWb5Zmj1vDBaBzXSiq1+siTEZqSvQi1WNiIvdSjwR0PS36f+JwdECvjyx0rEgqgpBDG1NOisJVU/Bw3p9NSsHzRVn4TV4aythaLyyjSCR3oMcAHPZ5EQCO9Nvm+/oKwA9BSyazsLCMABof171SEBgVqtefx6eVf2baJVJxxBMRiqLQ2bWLaYdbmJLP52PJkiX43ve+h5UrV0Y0lqFITEwEh9P3kHfg6tWrw+4rI+NR8Pm0ypLHY0FT0z+jMsaRQMTl4PWSbNyd4A13Oa4z4+GKmzDd5jLK2dnZeO655/CDH/wAXK63qKter8e7774Lp9OJpqYmvPfeexFJbU8kzG4PNlfcxAm9t27I+kQFXinOHtfhhnZ7O9rbvXWws7OeHbbXxWIZOyEOk8mEzz//HDdv3gzpeKFAhfj4hUy7s+uLiK4v4HAwVeo1Ri6a2AoXLOOLSO5ClwG80/vaDrq2yzsDvN4G8BcAD1IU9R8RXJOFhWUQ/iUzER+WTcLzhZnYGES+1GC8jCsObwjRzNjIV8tMpipYrV71neSk9cPqJzY2dsiVTafTicrKSjQ1NQ0rwVqhUOCuu+6CWCzGpk2bsHDhwqFPGgAeT4asrKeZdmvbdtgdncPub6QRcDj4Z1E2vpXk/VycMVjwwOX626KQZVVVFY4ePRqwPS4uDvHx8YiNjWUMW4CuoF5QUACAlu1evHhxVIUfxisdDifuv1yPcp+8uPuT4vBiYRb4nPH9+zc2vgiKoj/LQmEKUlM3DbOfRvzlL3/BqVOnIhZysNlsuHnzJkymgavV+1JVVYV//OMfqKiowN69ewO8gQORnLSBed/d/RWjtDZcfJP2DzYdxslTS5g8IhaWsWbYCfsURX0BgDHvCYLYSlHUY1EZFQsLy7DIEguRJR54pdForEQd7mTas6KQrN/Z6V3li42dBbE4Y5Cjhw9Jkti+fTtaWloAAHK5HCUlJSgtLUVycnLIE8upU6ciPz8fEknkhlt62iNobn4DTmc3SNKJxsYXMGXybyPud6TgcQj8vTATQg6B9zu0AIBLJivWnK/Ba8XZmBGFej/jkYsXL2LXLto7yOfzsWDBgiHP4XK52LBhAyQSCZKTkxlD5lbmtN6MbVcaoXZ5PbjfTo7Hn6ZkgDvODTebrQ3tHTuYNq0KGL7XxWq14vPPP4fb7cb+/fuhVquxfn14CzJ6vR43btxAdXU1GhsbQVEUJBIJtm3bhri4wWvixMfHM8pmPT09qKqqwrRp04a8ZkLCanCqRSBJO9xuIzSao2F7wX2Z7mO8XHXIYUcbzOYbkMunDrtPFpZoEU3/7/KhD2FhYRlL5OnfQxeRwrRnRjhZJUk3Ort2M+3k5A2DHO2lpqYG1dXVYYXhnD9/njFcAMBoNOLUqVP45z//iRdeeAFHjx6FTqcbsh+CIKJiuAAAlytCTvZ3mXZ7+8ew2Zqj0vdIwSUI/N/kDDyW5pV7bXe4sPFSHd5pU99yoVFutxunT59m2idOnIDVGloYDEEQuOOOOzB16q09YaMoCq+19mDT5To/w+WxNBX+PAEMFwBobHqB8bqIhKlITbl/WP2Yzd5QOQ6Hg5kzZ4Z0nlarxeHDh/Hyyy/jr3/9K/bt24eGhgbm+2S1WrFr164hv19paWmYPn06xGIx7r777pAFAng8qZ/KY0dnZKFjvp6XbiIZRshh6FfvxeohUWmy4rDGiP1qQ0TXY2EJh6gZLxRFBfrjg0AQxK+idU0WFpbwuOFOYt4nCXhIj7A4pU530qcwpQBJiXcNeY7T6cSXX36JDz74AO+++y60Wu2Q55jNZhw8eHDA/Wq1GocPH8YLL7yAurq60H8BH9ra2oYVIpKa+gBEonQAAEW5UVf/f8O6/mjCIQj8Pj8Nv81LA693XuqkKPykphU/uNEC2y2kRMbj8fDII48gLi4OUqkUjz76aFSM187OzpBDesYzVg+J719vxi9q2+DunVcLeg3c/68gfdzKIftitTaho+NTpk17XQTD6isxMRFPP/00cnNzsWLFCqSlpQ15jlarxUsvvYSjR4+is3Pg0NGGhgZcuHBhyP5Wr16N5557DrNnz/bLwxoK39AxjeYQXC7jIEcPToZIgASfvEky++9ITlrnd8wVkxV3nK/BQ5U38aPqlv5dsLCMGGORefefY3BNFhYWABf61XeJNIbfN2RMpVoGPl8x5DknT56E0Ug/VBsbG0O6zv79++Fw0DHcQqEQzz77LO666y5kZPiHqLndbuzZsyesSSVJkjh27BheffVVHD9+POTz+uBwBJiU8xzT7u7eA63u9CBnjA8IgsC2jATsmJbnN0n5sFOLDRdr0XwLFZ2Ty+XYunUrHnvsMSQmRlYRniRJHD9+HK+88krQHJqJRJPNgfUXa5maHgCQIuRj5/Q8bElVjuHIwqO29negKNpjJBKlISXlWxH1J5FIsHnz5pBz4o4cORIgp61UKrFw4UI8/vjjfnWr9u/fP6TKoUQigVgsDnvc8fGLwOfHAwBI0omenn1h99EHQRB+3pc65AXc331FYbQuN8hbzGvLMn6JZpFKEARRBuARAAUAYkArkLGwsIwCepcbv6htg5LPg0rAw7MZieD1S7A9b/SGy0QaMuZ2W9Dds59pJydtDOm8oqIiNDc3o6GhAfPnz0d8fPygxzc2NvrVZFm5ciWSkpKQlJSEOXPmQKfToaqqCocPHwZFUdDpdLh06RJmzZoV0nhOnTqFQ4cOAQAOHz6M1NRU5Ofnh3RuH8nJ96K17T0Ye8Mqamp+gzmzd4PDicyzNRrMU0jxzazJ2HalEeeMtHFbabZhzfkaPF+UhZXK8VV8c7gMlWsQKqdOnWK8gMePH0dubi6ysrKi0vdosq/HgB/caIbOR21uXmwMXi3JRoJg/H9u++hRH4Rac4hp5+b+27C9Lr5wQlRV6+rq8rs/zZ07F7NmzUJCQgKzLS4uDk1NTbDb7XA6ndi9eze2bNkSdQEIDoePpMS70dq2HQC9uJSa+sCw+5shi8HXanqh6aIxMNRSyedBxuVAKeBByefB5iERwwvdU8TCMlyi5nkhCGIjgPOg5ZDvAZ0DsyzIi4WFZQTodLqwo0uHf7b24P8aO8Ht91x0kxQuGaNXnLKnZz9Iktb/5/HkUCqXhXReUlIStm7dim9/+9tYvHjxoMf2eVL6SElJCTBK4uLisGTJEkyfPp3ZduzYsZALC86cOZOZ2PaFFoULQXAwueDX6FuvsVhq0dq6Pex+xopkIR+fTs/F4z55MDq3B5srb+IXta0TrqClRqOJWCVqIGbPns0Y3HK5fMIpkNk8JH5W04pHrzT4GS5PpSfgk2l5E8pw8XjsqKnxCmTEKeYhKfGeQc4IxOVy4fDhw0ySfLgcPnyYea9SqbBmzRo/wwWglevWrl3LtOvr63H58uWQr0GSJC5fvoz6+vohj/XNO9Tpz8BuD16sOBR8PS+XTJYAz4qCz0Ptkqkon1eEPTMLWMOFZdSIZtjYfwG4AeBBAFMBTAKQ0+81Caw3hoVlRFD71njh8/wmVRRFYdflX8DWO6HjEYi4OKVvLYHExDvDqqdAEASmTJkCoXDwc8rLy9HT08O077777gFXRJcuXcrEhxuNxpBiywFALBbjwQcfRFFREZ566imkpKQMfVIQ5PKpfqucNxv+Boeje1h9jQUCDge/L0jH84WZEPt47F5rVePOCzW4bg5eqG68YTKZ8Nprr+Hdd99lwhOjiVAoxH333YepU6fimWeeQWZmZtSvMVJc7/WovdXmrRUt5hB4oTAT/5WfNu6lkPvT1PRP2O10rgVB8FBQ8J9hGZMURWHPnj04evQoXn/9dWg04RWabW1txY0bN5j2ihUrBrw/lZWV+Xl09+3bF9Lns7OzE6+99hp27tyJPXv2wO12D3q8XD4NYnHfZ5JCl4+gSrhMk0uYCZvRTaLeeuuEkrJMbKJpvBQA+DZFUZ9QFHWFoqhGiqKa+r0aQdd8YWFhiTJpQgF+lJ2E76QqA2q8OBydOKf3xrUXxfAhjqA4pcPRDa32JNNOTr532H0NhF6v98spmDVrFtLT0wc8PjY21s8rc/z48ZBXU5OTk/HAAw8MK87cl9xJPwaPpwAAeDxm1NX9IaL+xoL7k+Px1cwCTIkRMduuW+y480INXm/tGddqZBRF4YsvvmBqa7z22mtDTvaGQ3p6Ou67776IPy+jBUVReL21B2sv1KDGame2l0jF2D9rMr6VPHjo5njEZmtGU/PLTDsj/TuQSsOTs75x4wbjAenq6sLFixfDOr8v3BSgvcKFhYUDHksQBO655x5mwcbhcODLL78c8vtEEAQ6OmjviVarxdmzZ4c83jdx37eAcLjIeFwU+NwHdl9/FTeqWc0llrEnmsaLBsCQGqFsLRgWlpEhRyLEv+Wk4A+TM/CrvFS/fUZjJWrhfbDPjo3tf3pY0Kt5tBdHJEqDInZwOdHGxsaQi7T1sW/fPib0SyKRYOXKlUOes2jRIvB4dCqfxWLBmTNnwrpmf8INPRII4pGb+yOm3dm1Ezr9uYjGMBYUSsXYN7MAT6Z7w8jsJIWf17bhkaqGcVvU0uVyMf9/AFi8eLFf+3akx+nC1qoG/Ly2DQ7SO1F+OiMBe2bmI99ncjqRqKn5LVM0UShIQo6PaEaoFBQUYP78+QCAjIwMLF8eesWHhoYG3Lx5k2mvXLlySK9PbGws1qxZw7Rramr88mWCkZSUxMg1FxcXo6ioaMix+YaOmc3XYTZXD3nOQPiGjl0wWtHT8/W4XsBguT2IpvHyCYA1Qx1EEMShoY5hYWGJLjJZEZoE85j2rAiT9X1VxpKT1oMgBr6V2O12fPzxx/jHP/6B48ePh5SLUlNT4xeOcccdd4S0yi2TyTB37lymffLkSdhswwt3stlseOONN8JejU1LfRAyWTHTrqn5NUgy+qv/I42Iy8Hv8tPx3tRJUPG9BsABjRFLz97Ahx2acacuJBAI8OCDD2L9+vUoKSkJWbQhGrhcLpw6dWrcyCeTFIV32zVYfOYGvtF4w5NUfB7enzoJv8lLgzDEpPTxRv8k/by8n4HHCz9XjcvlYs2aNXjggQewadOmkA1diqL8pNuzsrKQm5sb0rnTp0/3O3bv3r1DLuwsX74cjz76KDZt2gSFQjHkNSSSHMhl3tpEkXhfZvoUMq5HPpxONRwO/zwaiqJgdntgdI+Pzz7LrU8071z/AWATQRA/IAhiEkEQAwWzL43iNVlYWELAyk1Bi8u7wjojgmR9s7kGJvNVpp2cvHHQ448ePQqr1Qqn04ljx44NWSDQ5XLhq6++YtqZmZkoKysLeXwLFy5kQjPsdjvKy8tDPrcPm82G7du3o7W1Fbt27QoruZYguL3J+zRm8w20tb0X9hjGCyuVchyeMxkr472qY1qXB/96owUbL9Xh2jjLhSEIAjNmzMD9998/asn0HR0deOWVV7B//36cOHFiVK45GFdMVqy7WIsfV7dA7zOhXBEvw+E5k7FiAivI9U/SVyjmIqlf/ZFwKSoqglwe+t+kpqYGra2tTHvFihUhf9YIgsC6desgENCKaHa73S/pPxgxMTHIzs4OeXwAkJS8nnnf2fkFKGp4Aha+z4oWIhu5Rc+Dx/P+rf5wswPZxyqRd7wKf2wYvjgAC0s4RNN4MQG4H8D/AagFYCUIwtP/FcXrsbCwhMgFo7e+S4KAh0zR8KVEfVfxZLISxMTkDXp8ZmYmUxRw0aJFiB0iZK2yspKpg0AQBO6+++6wJqESiYQJBQGA06dPw2KxDHJGIFar1S+Ztr29PazzY2NnICXZW2viZsNf4HSqBzljfJMg4OPdqTn4XX4axD6r9WcNFqw+X43/rG2D6TZedfUVlhiqUOFIYnZ78KvaNtxxvgYXfJQFY7gc/C4/De9OnTSh1MSC0dT8ik+SPr1QEOr9Qa1Wo6UlsmKKJEn65brk5+eHLZWtUCj8wmCrqqpgt9sHOSN8kpLWgSBoAROHowN6/flh9TM5RgRJb36kBxx0iRb7ebl4BMGEI2pct+89gGV0iabxQoDOeRnsxZZgZWEZIfb26LG7W4/TejP0Lv8wpQt+EsnDL05JUSS6fEPGhvC6AEBhYSG++93vYs6cOViwYMEQ/VM4d86bIzJz5kwkJSWFPc558+YxYWZOpxMnT54c4gx/lEolvvOd7yAmJgZz587FnXfeGfYY8vJ+Ah5PBgBwu02oq/vfsPsYTxAEgSfTE3B87hTcneA1QD0U8M/WHiw6cx07u3SjHg/f0dEBtXpsDcM777yTWbmfM2fOkLWLog1JUdjZpcOiMzfwSmsPfNfY1yUocGLuFDyZngDOBJN17o/N1oymppeYdkb6oyEn6et0Orzzzjt45513/HJVwuXatWvo6upi2itWrBhWPzNmzGDuUS6XCxUVFWGd39HRMaiiolCgQlyc937b2bVzWOPkEgTKZN6Q3Qv96r34FqrUOCdeeCzLxCSqAa8UReUM8coGK5XMwjIi/P5mB7ZdbcS9l+pwxuDvaTjv044kZEyvPwe7o88LwQm5pkJMTAzuuusu8PmDr/q2tbX5rVrPnj17WOMUiUR+1bHPnj0btmBAQkICnnnmGaxdu3ZYxp5AoMKknB8w7Y7OT6FWDx4eMhFIFwnwekkO3ps6Cdlirwevy+nGM9eacOeFWhzSGEfFiHE6ndixYwdefvlllJeXj1htl6EQiUS477778Oijj2Lt2rVMSNBIQ1EUvlEbsOZ8DZ651oROHyGFbLEAH0ydhFdLspEiHJ3xjCQUReL6jZ8zSfoCQSJycr4f0rkkSeL999+H0WiEy+XC+++/H/b9AAA8Ho+f16WoqGjY0up8Ph/Tpk1j2ufOnQvpO+PxeHDkyBG8+uqr2LNnD6NEFgzfxaXu7r0gyeFJHfvmvVw0+j9b7klQ4MicyahaWIz3pk4aVv8sLOESTePl9RCP+00Ur8nCwtKLxuVf56WP5tYPcNGgZ9qRJOt3du70XiN+EYTChIEPHgbnz3tDGzIzM4fldeljzpw5iImhf1e3243jx4+H3YdMJgtquDgcoU0C0tI2Qyb1Ju9fu/7TCR0+5stKpRxHZk/Bj7OTIfSpD3LZZMXDlTex/mIdjmtNI2rEHDx4EBqNBm63G/v27fNbER9tsrOzw85LGC4UReG41oR7LtbikaoGVPnkHQkIAj/KTsKR2VOwfALntvSnpeVN6HSnmHZ+3r8zns2h4HA4WLt2LbN4smbNGshkoZ3rS0VFBbRaLQDaExmOOlkwfAUl1Go1GhsbhzzH5XLh0qVLIEkSJEniiy++GNBoT1CtBodDe03cbiN6er4Z1jj9ilX287yoBDxMiREjQcAHb4LVCWKZuETNeKEoaluIh74ZrWuysLDQUBSFMpkExVIRkgV8JPi48svbjsNG0W0u6OOGg8djRVe3N5F+oJAxt9uNs2fPhq26ZLPZcOXKFaYdqVKUQCDA4sWLmfaFCxeiUrSwra0Nf/3rX3Hq1KkhJ+YcDg9FxX8Ch0MLCLhcGly/8R+3jNSoiMvBj3OScXTOFKxR+U+Uzxkt2FRRj3sv1eG03jwi18/JyWEM1AULFgx7FXwicUZvxrcu12NTRX1ACM+dqlgcmTMF/5aTAlEEdZzGGybTddTV/x/TTki4I+wk/dzcXGzZsgVr164dlkeXJEm/BZCysjIkJES2eKNUKv2Ux3wXbwZCJBJh/Xo6GT82NharV68esDAmjxeDxMS1TLut7YNhjXOGj+elzeHC8Su/QXfP18Pqi4UlGozF3a1hDK7JwnJLQxAEPijLxcHZU3B5YTGyxPRkmSRduGzlMsdNkRBM8mW4dHbugsdDT0K5XCkSElYHPe7o0aP46quv8Nprr4W1El5RUcEUFJRIJCHVMxiKWbNmMSusHo8n4rovbW1teOedd2Cz2bB//358883QK5nSmHzk5f2MaavVB9He/mFE4xhvZIuFeLt0Er6amY/l8f4r2uUGC+69VId1F2rxcacWNk/0QrumTJmCf/mXf8H8+fMjXgUfCRoaGsLOtwqGkyTxeZcO91yowYZLdTjVzxhcGS/H17MK8GZpDiZJBhL6nJh4PHZcvfYDUJQ3XKxwyu+HFcqZlZWFefPmDX1gEK5duwadji70SxAElixZMqx++uO7SHP9+vWQwtlyc3Nx33334dlnnx1Sojk97WHmvU5fDoulPuwxJgv5SBV6Q35Pdt+AQT9wvg0Ly0gz7OpdBEEoAcRQFNXc294atVGxsLBEBY/HhnbJHUDvAu1sRdyw+qEoCm1t7zPtlJR7weUGenDa2toYqdiOjg5cvHgxpGR3iqL8Vh2nT58eleKCPB4P8+fPx/79+wHQceWLFi0admV0Ho8HkUgEh8MBLpeLyZMnh3Reetoj0KgPQ6M9BgCoqf1vxMXNg0SSM6xxjFdmyGPwQVkuzurN+N+GTpzwmWSfM1pwzmjBr2rbsCk5DltSVZgchQKJMTExfoX/xgMulwvffPMNUw09PT09bEUqAOh2uLC9XYN32tXoCpIMvUghxU8npWB2hHWbxjN19f8Li6WWaRcV/RF8/uD3sXPnzqG9vR3r16+Pilw2RVF+RmhxcXHURBkKCgogl8thNBpBkiQuXboUkmE0derUIY8BALl8OqTSKTCb6bpZbe0foCD/F2GPc4ZcgvYeAwCgHgWw28NTYGRhiSaReF7OA7hKEISit/0W6JCwwV5vRXA9FhaWMOHz5ailvFLGs2PDj/MGAKOxwq+2S1rqw0GPUyqVTBJqXFycnxzoYDQ2NvopRvVVlI4GM2fOhEhET5KdTmdIoRkDkZSUhG3btiEjIwPr1q0LeUJKEAQKC//ATLpI0oarV38IkhyfleojZY5Cih3T8/DptFzM7Tex1rs9eLVVjaVnb2DDRdobY74FZZZ9Fa12794dspiAh6JwSmfGd681Yebpa/hjY2eA4TI3NgY7puVix/S8W9pw0WiOorX1baadkfE4lPGLBjze4/Fgz5492LNnDy5duhQVrxdA/y99E+N9xUAihcvlYsaMGUz7/PnzURWeIAgCaWmbmXZHx6fweMKXZfYNHWsRLoRStYxp//hGC751qQ7Lzt5AlWnwOl4sLNEgkqXN6wCyAfhWKPuvIc4hAPwygmuysLCEgc7lRr3Nm1w+3GR93yKLCsWcAeVJRSIRNmzYgKKiIgiFwpBVl3wNitzc3KhKzQqFQsyePZuJVy8vL8e8efOGVD4bCKlUiscee2zAOPOBx5GIKVP+G1VV/wIAMJoq0dD4PHIn/WCIMycuC+Nk2KmQosJkw/Z2NT7v1sPqEzZ2xmDBGYMFP+EQWKWUY2NiHFYq5RAPENpotVpx8eJFzJ8/H1wuN+gx4wE+n4+NGzfi9ddfh0qlwr333jvo58VNUjitN2N3jx5f9RigdgV6WQQEgY1JCjyRnjDsvLWJhNOpwbXrP2Ha0pjJyJ3040HPoSgK3d3dTPvs2bOYPXs2U7R2uPgWHs3Ly4t6btWMGTNw9OhRUBQFo9GImpoaTJkyJaw+XC4XDh8+jJKSEqSmpvrtS05aj7q6/4HHY4HbbURX95dITbk/vDH6JO3XepKRlOwNGy43mFFnpZ8zHQ4XSoe3RsbCEjLDNl4oiroryLYhlcQIgvjVcK/JwsISHK3LDSdJIZ7PhcBnktT3QAGAWB53WMUpXS4durq/ZNppacG9Lr7k5+eH3L/ZbMb169eZ9nDlkQdj7ty5OH36NNxuNywWCyoqKiISBAg2EaUoCnv37kVMTAwWL14c9JjEhDVITXkA7R0fAwAaG1+EMn4xFIrIxAnGMwRBYJpcgmnyTPw6Lw2fdemwvV2DKz4KWXaSwpc9BnzZY4CUy8FaVSw2JsVhkULKJJ73KStVV1fj6tWruPfee5GYmDhWv9aQpKenY/PmzcjOzg4aAmn1kDilN2Nvjx571QZoByjwlyLk4zupSmxOVU74ApOhQlEUrt/4D0aZj8MRoLj4L+ByBzdCeDweHnzwQbz66qsQi8X49re/HbHh0tbWhoYGb6puNL0ufcjlchQWFuLatWsA6MWccIyX1tZWfP7559BoNKitrcVTTz3ltzjD40mRnLQebe10wn5b2wdhGy9TZRJwCbquk8VDosZiR6GUDr9V8nmoA/2s0QQxvFlYok3kQeVeQs2WHH9ZlSwsE5zXW3vwp0Y6OX5zSjz+NCUTANDs43XJEgmGFf/d3vEpU1uBz1ciMSG6+QUXL15kwiTkcnlYhk+oSKVSTJ8+nSmAefLkSUyfPj2qq/dnz55lchzq6+vx0EMPBc2tyc//BXT6cthszQBIXL32Y8ydsztk2deJjIzHxXfSVNiaqsRlkw3vd2iwu1sPvU/YmNlDYkeXDju6dBBxCMyNlWJJvAwJnS24UV0NAnQ+VW1t7bg2XgB6lb4PkqJwzWzDEa0JR3UmnNFb4BxAdY5HAIvjZHgoRYk7VbHg32YStO3tH0KtPsC0c3N/Aqk0tPwyiUSCrVu3IiYmJir1dnxDz9LS0kZMDnvWrFmM8VJXVwetVhuyB9rpdEKj0QAAenp6UF5e7qe0CNCy7X3Gi9F4GSbTVchkxQF9DYSEy0FRjJiR5b5gtDLGy7b0BGxKjkc8n3tbeAVZxp6oGS8URR2N5nEsLCyh47tqG+MzIb+hrQZAP2DSReF/3SmK9EvUT019AByO/4Tgm2++weTJk5GZmRl2/yRJ+lWJnjFjxoiFAy1YsADnz58HRVHQ6XS4fv06SkpKotK3y+XyUzLjcrkDrvjyeDEoLvozLlx8EBTlgd3egqtXf4ipU18GQYzfUKhoQhAEpsslmC6X4L/z03BUa8IX3bQHwuITVmYnKRzV0ZN9gAvZknVI6m5HmYgHftFUWNwexPDG59/M5iFxzWzDZZMVF4xWHNOagoaD9SEgCCyNl+GeBAXWqORQ8KO5tjhxMBqrUFP7O6YdH78YGenfCTjOZDJh9+7dWLVqVYARGxc3PGGS/mg0GsagAIBFixZFRQAgGDk5OVAqlYwRcuHCBaxeHVzRsT+TJk3CvHnzUF5ejgULFmD+/PkBx8hkhZDLp8NovAQAaG17H4VT/jusMZbKvMZLndWbN3NPoiKsflhYIuX2vDuysNxiGH1Wrn0LVF7ruQiADnNIJLQABpfV7I9Wdwo2W1Nvi0Ba6rf99ldUVODkyZM4deoUli5disWLF4dlfNTV1cFgoBVsCILwS1yNNnFxcSgpKUFVVRUAOo69uLg4KpMRPp+Pp556Cl9++SXq6+uHzHGIjZ2O7OzvoaHhbwAAteYQ6uv/hLy8nwx4zq2KgMPBalUsVqtiYfWQOKgxYme3Doe1Jr/8GAAwEVyYkjJQB+DTy/UgAORKhCiWilEiFWNKjAjZYiEyRIJRq3NCUhQ6HC402524brah0mRDpcmKaqsdniHK+Ui5HCyOk+GeBPr3l49TQ2y0cDi6UVn1DEiSnhjz+XEoKvxfEIT//7K2thaff/45rFYrDAYDnnzyyWHnsA2Gr9dFqVSGrC44HAiCwKxZs/D113T9lEuXLmH58uUhqy6uWrUKhYWFg4qIpKc9hGu9xktX1y7k5/0sLI9vlsi7IFNnaIbJZIRMVhjy+Sws0WLCGi8EQYgA/BTAwwCyAGgB7APwS4qi2kazL4IgeADOAJgB4DcURf06nOuzsETKC0VZ+OPkDGhdbqaOC0k60emR0TIZALIl4Vfb9k3UVymXQyxOZ9oOhwP79u0DQMeo37x5M+zaB76J+lOmTIFcPrIVwRcuXMgYL52dnaivr/cL7YkEkUiEb33rWzAajUF/D5PJ5FfVOyf7ezCZrkCtPggAaGr+J2KkBUgZoPjn7YCEy8G6RAXWJSrgJEmcN1hxTGfCUa0JFSYr+mswUaDzuuqsDnzRrffblyLkI0skQKZYgEyREPF8LhR8HuQ8LhQ8LvNTyCGCGrAukoLJ44He5YHR7YHeTf/Uudxoc7jQZHOg2eZEi905YPhXfwiKQoJJhwxdN6ZxSPzHA99CjOjWqssyXDweOyqrnoHD0QkAIAguSor/BqEwMDSQoihYrbSqVVdXF6qqqqK+8GEymVBRUcG0Fy5cGLZIR7hMmzYNBw8ehNvthtVqxbVr10KWRObxeEOqHyYm3o2a2v+G222Ax2NFZ+cupKdvHvQcXzLEXq97vaENXd0nWeOFZUyYkMZLr7FxEEApgEcB7AVQBOBdAJcIglhAUVTdKPb1M9CGCwvLmCHhciDheh8ubrcJGk4GPcMDMEmmDKs/u6OTmVgDgYn6QqEQDz/8MD777DNYrVbcd999YT3c9Xo9ampqmHYkCfShkpycjLy8PNTV0V/pkydPRs14AejV09jY2IDtPT09ePnll1FWVoYVK1ZAKpWCIDgoLvozzl/YBIuF/jvcuPHvkIizERs7LWpjmqgYtVoUAFgwKQU/m5QCvcuNEzozTurNuGKy4arFFuCZ8aXD4UKHw4Vyg2X0Bt0PMYdAiVSCqTIx5imkENZdx6ljdK2fkpISCEbJOzTeoRP0/x1Go9dYKMj/FeLjgyfHFxQUYM6cObh48SLWrl2L6dOnR31M5eXl8Hhoj7ZMJgvZiIgEsViM0tJSXLpEe0fOnTsX8XU9Hg/jDedyRUhJ+RZaWt4AQC9OpaU9HLL3OcNH8KUHibDboyNFzcISLhPSeAHwKwALAHyPoqjPerddIAjiAQAVoOvJDCwGH8W+CIIoAfALAKcBBAaasrCMEVx+PNTwxn5nSaRhnd/e9hEoin54i0TpUCoDvSoZGRl4+umn0d3dDYVCEVb/vrku8fHxyMkZnYKNixYtYoyXhoYGtLW1IS0tbcSuR1EU9u3bB4/Hg4sXL6K9vR1PP/00CIIAjydF2dRXcO78vXC5dCBJJyqrnsHsWZ9DJIquHOtEwmw247333oPdbsdDDz2EzMxMKPg83JOoYOLrPRSFRpsDV8w2XDXZUGW2od7qQJvDOWS41kig4vOQIxaiVCZGmYw2WPIlIvB8ku2phHlw63UQCoVYvnz5iK/kTxSaml5GV9cupp2Wthnp6VsAAO3t7YiNjUVMjL/M++rVqzFnzhyoVKqoj8dut/t5hefNmxeVormhMGvWLMZ4aWlpQWdnJ5KTk4fVV319PXbv3o1vf/vbTB9pqQ8xxovZUg2D8SIUsaHV1fI1XsyEHCSf9sR3O1z4olsPjcsNkqLwH7mpA3XBwhIVJpzxQhCEGMD3ATgBvO27j6KoKoIgygEsJAhiEUVRJ4L1Ea2+esPF3gTwAYAmsMYLyziiw+GC22cSly4KPSacJF1ob/+IaaelPjRgMrlIJAo7Wd/tduPixYtMe+bMmaM2kcvKykJ6ejpaW1sB0LkvDz744Ihdz2azwWg0Mu2lS5f6rXSKxRkoLXkBly5vBUW54XT2oLLqGcyc8SG43EC1stuBzz//HDqdDgDwzjvv4LnnngsIxeMSBHIlIuRKRNiQ6DXS3SSFNocTzTYnmu1ONNkcaHW4oHO5YegN/dK7PDC4PXANEe5FgJYYl/O4iO178blIFvCR1RuORv8UhCQcQBAE7rzzzhFL+p6I9PR8g/qb/8e04xTzUJD/S5jNZhw6dAgXL17ErFmzcM899/idx+fzR8RwAehwVoeDVmoUiURRLZo7FGlpaUhNTUV7O13B/sKFC7j77rvD7ufYsWM4dOgQAODTTz9l5JNjYiYhLm4+dLrTAIC2tvdDNl4SBTwICIIJk+Sn0jWrup0u/LKOjrCP4XJY44VlxJlwxguAFQCkAM5RFGUOsv8kaCNiA4BBjZco9PVTAGkAVgP411AGz8IyWjTbnMx7FZ/np0I2FGr1ITictPQyQfCRmkrXBPANQYiE6upqWCx0OA+Xyx2RsI+BIAgCCxcuxEcf0cbZ9evXoVarR2wiJJFI8Mwzz+DcuXNobm4OWr9BLC7D5IJf40b1LwAAJtMVXL/+MxQX//W2nOguXrwYDQ0NIEkSy5cvDysXischkCUWIks8eC4JRVGwkRScA1Qz5xAEpFwOOFH++w/0/2xra0NSUtKorfCPB0zmG7h67YdMWyzORGnp8+Bw+KiqOs8scFy4cAGzZs0atgciHFwuF06fPs20Z8+eDZFINOLX9WXWrFnYtYv2RFVUVGDVqlVh16vxLVSp1WrR2trKeLfT0h5mjJfu7q9QkP8L8PlDK7RxCALpIgFu9krwt9idKJSKEe8jEmPxkLB7yFETzGC5PZmIn66y3p8NA+zv2x5KoOiw+yIIohjALwE8Q1GUPoRrsbCMCO12J+acvoa152vwcEU9yN5VsRa713jJFIdX78A3UT8xcS0EAhUoisJnn32GL774Ak6nc5Czh6av3goAFBcXQyIZ3doAkydP9jNWjh4dWQV3LpeLefPm4YEHHgiYvDqdTjz//PM4dYoHZby3cFxX95doaPj7iI5rvJKdnY3169dj7ty5WLBgwYhcgyAISLgcKPi8oC85jxt1w2Ug2tra8NZbb+Gdd95hEtFvdRxONSorn4LHQ/++XK4UZVNfZSbRs2fPhlJJ5+kplUq4XK5RGdfZs2eZhRUej4e5c+eOynV9KSkpYYwVp9OJK1euhN1HXl4e5s2bh4SEBGzbts0vLDdBtQoCAX3/I0kn2jt2hNyvb+hY3zMmns/DaqUcDybH45mMBHhCFLBgYRkuE9F46QsE1w6wX9fvuKj3RdDxM28C+JSiqF0BZ4UBQRBXg70QrqYty22L2uVGs92JyyYrzhkszITrplnDHOP7wBkKq7UBWp1vYTZajebcuXO4evUqLl26hH/+859+oVDh0NPTg8bGRqY9Gon6/eFwOH5F3KqqqtDV1TXq4wDoEBWz2YyrV69izx4pYmPnMfsaGv+O5ubXx2RcowkVZLIzbdq02yLEymAw4P3334fL5UJzczPee++9oH+PWwmnU4tLlx6B3d4n5kmgqPAviInximfweDzcddddWLt2LZ599llkZGSM+LjsdjtOnPAGWcyaNQtSaXi5gtFAIBCgrKyMafvm34TDqlWr8NRTTwV4rDgcAVJTNjHtttb3QVEDi1/4Esx4EXE52D51Ev5WmIlf56WN29pLLLcOE9F46VuiHWjp19HvuJHo6yegJZWfC+EaLCwjis6nQKWv+76y/TDzPpHQIFRaWt9h3sfE5EMRO4tWA7p+ndkul8uH/VD3TdRPSkoalUlJMEpLS5GQkMC0++LDR5va2lrm/axZc1A29QVIJJO8++t+j9bWd8diaCMOSZI4cOAAI7l9OxITE4P8/HwAtFG9YsWKW9pgc7kMuHz5UUZhDwDq62egvT2wmnxubi7mzZs3YoVr+1NeXg6bjS7CyOfzsWhRqLo/0cc3z6ajowNtbWFVgABAG4AD1b+h1SPpKaDN3gyNJjTvs6/x0mQxwulUhz0uFpZImYjGS59PfaClZGG/46LaF0EQRQD+E8B3KYoKfUY4ABRFFQd7AaiPtG+W24OpMjE+KsvFy0VZ+I9c2klIUSQ6SG9NkcwQY7bdbhM6Oj5l2unpW0EQdB2MLVu2YOHChZBKpfjWt741rAR7l8uFy5cvM+1Zs2aN2UStb6LYR3V1NZPEP5o88sgjuP/++5GSkoKFCxeCz1dg+vTtEIu8IgjVNf+J1taPBull4kFRFD799FOcOHECZ86cwZkzZ8Z6SGMCj8fDhg0bsHz5cqxbtw65ubeu093tNuFyxWMwma8y25qbS9DeVoSjR48y0sRjgdVq9ct1mT9//ph4Xfrov7AzXO9LfyiKQkNDA0SiVCQkrGK2t7ZtD+l831ovNzRX0dr2flTGxcISDhPReOns/Rm4TEPTl3XWEe2+esPF3gLwJUVRoQeJsrCMIHF8HpbGy7AxKY5RXXK5tOiB16swSRZaMnp7xw54PH3x3nK/golcLherV6/Gd7/73WE/1K9cuQK7na6eLRAIRqV2wmBMmTLFL7H14MGDgxw9MnA4HJSUlODpp59m/q4iYTKmT98OodAbsXqj+j9w7vyLoz6+kYIgCL8V9UuXLo3p5HUsIQgCS5cuDSpcodPp0NTUNAajih5utxt6fTcuVzzpV8tFpXoYTY3TwOVykZ+fD7fbPWZjPHnypJ/C2Pz5Yy8e6htSe+XKFcYrNFzsdjs+/vhjvP3226iqqkJ62iPMPo3mKKzWxiH7CKj1Yhv9BR8WlolovFzu/TlQUYi+7ZUj0FcGgNkAvkUQBOX7Au2NAYD/9Nn+6xDGwMISfXjx0MFrsGTHBBZO7A9FedDa4g0ZS019EFxuYPSlWDx8+V7f1cPS0tKwFXSiDUEQft6XhoYG3Lx5cwxH5EUsTsekSc/D6aD/3gQBGI1/QXfP12M8suixfPlycLlc5OXl4dFHHx218KCJxP79+/Hmm2/i448/ZuSjJwparRb79u3DX//6R5w+vRkGg/f7n572CKaW/hfWrr0Tzz33HO66664xux+YTCY/z9/ChQsjus9Fi6KiImYcLpcLlZWhTGsGZteuXUz47+7du+Hx5EMi8eYZtfoItQxE/1ovBhcdmNLjdOGS0YqDGiOumSMzslhYhmIiGi+HAVgATCUIIibI/j5pmlAS6cPqi6KoRoqiiGAvAL/pPfY3Ptt/HeovxcISTdodLvSlXxIA0kNI2FerD8Nmb+5tcSAQrIHBYIjamPrHbc+ePTtqfUdCbm4usrKymPahQ4fGTcK0SJgJp/O7cLn6JnUkrlz5f1BrjjDHnDp1CtevXx/TVevBoCgKNTU1fonQfcTFxWHz5s146KGHRl2OdiLQ2NjITDavXbuGlpaWMR5ReJjNZpw5cxJZ2V9BIPQuCqSmPICCgl+BIAjMmzcPsbFDL66MJMePH2e+PzExMWOiMBYMPp+PadOmMe3z589HdG/ylVxOT0+HWCxGRrrX+9LR8Qmj/jYQdK0Xb1uR+0cAwN+aunDnhRpsrryJ99ojjqhnYRmUCWe8UBRlBfA86HyUrb77euWL5wM4TVHUcZ/tywmCOEsQxPcj7YuFZSLQ4lPjJVnIhzCE/JSW1reY9/HxK/HZp0fw8ssv+yWUR4Kv1yU9PX1UajaEAkEQWLlyJdNubW1FTU3NIGeMHvHx8diw4VnMnPEuOBw6pIyiXKiqehZd3Xtht9tx8OBBfPTRR/jjH/84ZoppA2G32/HSSy/h/fffx8GDB6FWByb3Tpo0ifW4DIBAIGDCGtPS0lBaWhpwzFgb2m63G01NTX7y532kpMRjatlJxMe3M9uSkzZiypTfgSDGx/RDr9f7iYgsXrwYAkF40vIjiW/ifk9PD5qbmwc5enDi4+OxceNGLFu2DFu2bIFUKkVy8kZwufS9xe02obPzi0H7oGu9eD1kvnLJfWhd43MhheXWYXzcPcLnvwCUA/gDQRD3EgQhJghiBoCPAWgAPNrv+B+BDvf6fRT6YmEZV/yjqQu/rG3FXxo7UW2h80mafWq8hCKTbDZXM0XLAKCuNhMGgwE2mw0ffPBBxB4Yu93uF/IwFvLIg5GZmckoPgG094UcoHjhWJCQMAMzZrzDTDJI0okrV76PS5f/zOSJcDicoIU2b968ydStGG1EIhFjmFAUNWaKbhOV1NRUPPnkk7j33nuDykYbDAb87W9/w4EDB9DT0zPq49PpdPif//kfvPnmm/jqq6/8cjKcTjUuX34Ecrk3Xycx8S4UFv4BdPro+MBXKEAul/sZC+MBlUrlV6Ml0sT9wsJCLFu2jBFc4fGkSEm5j9nf2rp9SIM4mFyyis9DHI+LXLEQKsHtU2iVZWyYkMZLr8dkOYC/APhfAHoAewCcBTCdoqj+y6YfATABeCMKfflBEETjQDkvw/rlWFjC5ItuPV5tVeMPDZ2oCWK8ZIZgvLS0vMW8l0qLkJCwgKn0vWLFiojDOiorK5kicyKRCMXFxRH1NxL45r50dXXh6tWrgxw9+sTKyzBt2hvg8fr+FxSs1tcxa3YL+HweioqKAjwYDocD7777Lv74xz/ir3/9KyOWEE2qq6tx4MABvPfee0Fr//TVq8jNzfWrrcMSGhwOB2VlZUhPTw/YV1VVBb1ejxMnTuD9998PmHRG6pVxOp2or6/H6dOn8fXXgblWsbGxjJeCoihGWMBqbcT5C5tgNHkXLBIS1qK46M/gcMbPxFatVvupHy5dunRAaeGxxHex59q1a1FfjEhP28K8N1uqodcHetF8CWa8bE1T4friUpycV4jf5gd+VllYosn4uYuECUVRdtAGw3+GcOx2AAPqAIbTV5Bzs8M9h4Ulmvi66OP59OS1ov0QANpASOQM7jVxOrXo7PKGCmRmPIqUlGUoKytDZWVlxBXOKYryWy2cNm3auJwgpKSkoKioCNeuXQMAHD58OKhBMJYoYmdi5syPcPnyY3A4aEFFsfgI1m+IRVZmYE2K5uZmxoPkcDiCJkS/8MIL4PP5EIvFWL9+fYChWl5eDr1eD5fLhdmzZweE+124cIEJs7ty5UrA56WsrAz5+flMtXSW6OFbeX3q1KkBnpn6+nrs3LkTiYmJyM3NxcKFC/3222w2XLhwAVarFQKBAMuWLfPbb7FYsH2799G5dOlSv9wkDoeD7Oxs1NTUIDMzE3w+H0ZjJS5XPAGXy1v7OT3tERQU/HJceVwA4MiRI4yBFx8f75dfMp6YMmUKpFIpzGYzPB4PKioqIr4v+0JRSRAIpsHpvAyAlk2Oi5sz4PHBjBcWltFkQnpeWFhYvDyapsLjaSpsTFQwifltLu/DJU0wePhTe/tHIElaIpTPVyIp6R4AdDL10qVLh1XPxZeWlhZ0d3cz7fEWMubL8uXLmQmgVqtFRUXFEGeMPtKYfMyatQPSmMnMtu7uL1B/8wdwu81+x9rtdkZ+OSkpKWBy63Q60dPTg/b2dtTX1wf9X1++fBnl5eW4cOECtFptwP7ExETmfTA1JLFYzBouI8TmzZuxZs0apKSkBM2H6e7uhtlsxs2bN9He3h6w32Aw4MCBAzh16hQuXboUsN/XswIgaGjanXfeiZ/97GfYunUrYmObceHiw36GS27uT1BQ8J/jznDp7Oz0M/6WLVs2rhYqfOFyuX4y2ufPn49KWKvH48Hp06fxj3/8AxWX45jtPT1fw+7oHPA831ov19WVaGz6Z8RjYWEJhwnreWFhYaF5LivJr+1yGdFDKWmZMQCTpAPXeCFJF1rbvNXb09MeBocTXblS30TenJycoHkZ44WEhASUlZUxoSQHDx7ElClTIJEESkaPJSJhMmbM+BCVVc9Ar6clXrXa47h46WGUTX0NQiFtUJSWlqKkpAR6vR5OZ+AKaf+6EcHkYX29ZH2hf75kZ2fDYDAgMTERKSkpoCjqlq4QP56QyWSYP3/+gDVJfAUcgnk7ff+fVmugylSfZ8XtdiMxMTHo50Mmo4vhtrd/ghvVPwdF0fkjBMFDYeEf/GpFjRdIksSePXuYdmJiIkpKSsZwREMzc+ZMHD9OawdptVo0NDREXNCUJEmUl5fD4XDA4UiF260Aj6cHRXnQ1vYBcif9IOh5vp6XbjIONtvZiMbBwhIurPHCwnKL4YQAesJbd3Uw46Wn52s4mBU2HtLSNkd1LCaTiQnDAsa316WPpUuX4sqVK3C73bBYLNi3bx/uu+++oU8cZfh8OaZPexNXr/0Y3d1fAQBMpqs4e24dSor/hri4eQBoNbW4uLigfYjFYmzZsgU2mw12u53Jc/KlsLAQKSkp4PP5SEhICNifl5eHvLy8gO0sY8+qVatQWloKtVoddNGAz+ejsLAQEokEYrE4qOH58MMPD3oNknSgpvb3aPNZBOFypSgtfQHK+MBQxvHAhQsX/GSnV69eHbGHeaRRKBTIz89n1B9PnDgRsfHC5/Nxxx134JNPPoFIJIFYvBYu14cAgLa2D5CT/S9BF7P613rR2ryedYqiYPKQkHA44HHYRQyWkYE1XlhYbjHafRbYuQSQJhrYk+KbqN/VlYEdO/Zj7dq1UQvzOX36NKPkI5VKMWXKlKj0O5LExcVhxYoV2L9/PwA6FKqkpAQFBQVjPLJAOBwhSor/hlphElpa3gRAqzxdvPQIcnN/jKzMbYNK0goEgiENj2jG1rOMLjKZDDKZbMD/cXJyMh588MFh92+ztaLqyvdgMlUx2wSCBEwrewMyWdGw+x1JjEYjDhw4wLSLi4v9lAbHM/Pnz2eMl4aGBrS2tgYVcgiHoqIi3HHHHSgrK4NA4MSJk5+DJB1wuTTo7v4aycnrA87pq/Xi7NWDiMn8BQBgYfl1NNkdcFPA/lkFmCobXx5rlluH8b3UwMLCEja+CZQpQv6Aq19GYyUMRm+ce3tbIWpra/0e7JFgsVj8QsYWLFgwbmPK+zNv3jykpaUx7S+//HJElLqiAUFwUJD/C0ye/FsQRN+KKIn6+v9FZdWzcLkCFcBYWCJFrT6Ms+fW+xkuMlkJZs38dNwaLgCwb98+OBx0jp9QKMTatWvHeEShk5OT42esHDt2LOI+CYLAggULEBMTAz4/DklJ65h9La3vBD2nf62XbkoBAHBTFNy9Bo3O5Yl4bCwsA8EaLywsE5ibVgd2detxQmdCg5V+IPvLJA/sdWlt9aoIORzpMJuV4HK5WL16dVTGdubMGSamXiwWT4iQsT44HA42bNjAhJIYjUZ88803YzyqwUlPexizZn4EkchrdKnVB3Du3AaYTONL9pll4kKSbtTX/x8qKp+E2+1VMkxL24xZMz+GWJw2yNljS3V1tV8Y6+rVq5mcnYkAQRBYsmQJ066pqUFn58CJ9cMhPf0R5r3ReAlWa0PQ44IpjsWxhSpZRgnWeGFhmcAc1hrx1NVG3H+5Hj+vbQXg73kZqMYLSbrRoz7ItKdP/xHuv/9+rF69GvHx8UHPCQebzYYzZ84w7fnz54+rqtWhkJiYiKVLlzLtCxcuoKEh+IN8vCCXT8Wc2bugVC5jttnszTh/4X60tgXWAWFhCQeHowuXL38HjU0vMds4HDGKi/6MKZP/K+piH9HE4XD4JelnZmZixowZYzii4ZGfn+8nV96XxB8t5LISxMR4Q2R9nxO+BDNe/lqYgeNzpuDqwhKsT1REdVwsLL6wxgsLywTGv8YLvep1recysy2FZ+t/CgDAYLjArJoShAAJqpUoKSnBvHnzojKuc+fO+YVmzJkzcM2A8cyiRYuQlORVc9u1a1dQ1a7xBJ+vQNnUVzFp0g/RJzlHkk5UV/8Sly9/BzZb29gOkGXCQVEU2jt2oPzMWuj05cx2iSQXs2d/juTkDWM4utA4fPgwU0SVw+Fg3bp14z5JPxgEQfgVe7169SrUanXU+m9vb0dbm1fcQR2G8TIlRoz8GBGUAh64rOIgywgy8b65LCwsDPF8HqZKxUgT8pEipKVQfcPGkjjB8x18H0hxcXPB48VEbUwOhwOnT59m2nPnzvUrbDeR4HK52LBhA6PApNPpcOjQoTEe1dAQBAc52d/F9Glvg8/3etK0upM4c/ZO1gvDEjJ2ezsqKp/A9es/hdvtvZ8kJd6D2bM+hzRm/Ce7t7W1+XmCFy1aFFQ5b6JQWFjopx4XLe8LRVH44osv0NDgLVSr15+H0xlY38m31kuNrg6dnbuiMgYWllBgjRcWlgnME+kJ2D97Mi4sKMbPc1Ph8TjQTXplcXMGkEn2DQVIUK2K6pjOnz/P1A8RCARR8+aMFampqX6VycvLy/1kVscz8fELMXfOHqhUK5ltHo8F1dW/xKXLj8Bmmxi/B8voQ1EU2to+RPmZO6HRHGW2c7lSTJnyexQX/zWqix4jhcfjwe7duxljXalU+nkuJiIcDgeLFnllqCsrK6HT6SLulyAIrFmzBmaTEg5HX00fEhrNkYBjfT0vHS4hDMaLEV+fhSVUWOOFheUWwuJxw0R4V81y5UmBx1huwmZrZNpc7vSAY4aLy+XCqVOnmPbs2bPHXYHH4bB06VI/+egvvvhi3IeP9SEUJmJq6T9RXPRn8Hjez4ZOdxpnzt6FltbtTGFBFhaAlkC+fPk7uFH9c3g8Zma7Mn4J5s3di7TUBydMIdLy8nK/pPZ77rknaMHOiUZpaSkUCgUA2tA8efJkVPqdNGkS7rrrbiQleYVbetSBCpSBtV56onJ9FpZQYI0XFpZbiDan9yvNJwikigIrYqs1Xq+L2RyHTz45GLUQoosXL8JisQAAeDzegJW/Jxp8Ph8bNnjj+tVqNfbs2TNhQq8IgkBy8gbMm/s1ElTeSYnHY0VNza9x9twGaHWnB+mB5XbA7bagvv5PKD9zB7Q672SYx5OjsPAPKCt7AyJR6hiOMDxaWlpw8KCvMMl05OTkjOGIogeXy/Xzvly6dInJ6YmUOXPmICvTW99Fqz0Oj8fhd0yigAc+4XP/Uz6AKyYrnrjSgHsv1eKJK+Nb3IRlYsMaLywstxC+SmPpIj44QVZH1WpvzoZWk46ioqKorKK63W6/1b+ZM2dCKpVG3O94ITMz088Yq6iowPnz58dwROEjFCagtPQlFBf/FXy+N7zQbL6OS5e2oLLqWVitTWM4QpaxgKJItLfvwOnylWhsehEk6Z2oqlQrMW/uPqSm3D9hvC0AYDab8fHHH4MkSQB0kdxoycCHy0gtckybNo2RevZ4PH65hpESF7cAXK6kt28rdLpTfvs5BIEMn1xGk2gaTB4Se3oMOK234KLRGrWxsLD0hzVeWFgmMJ0OFxy9D2dg6BovLpceBsMFpk1RpSgqik5BuYqKCj81n9GozG6t7IF+bwMsZzvh6rSM+PVWrVqFzMxMpr13794Jk//SB0EQSE5ah7lz9yE5aaPfvp6e/Sg/sxa1df8Dt9s0NgNkGVV0urM4d34jrt/4KZxOb+iPQJCA4qK/YGrpPyEUBoafjmc8Hg8++eQTmEz0Z5jD4eCBBx4Y0RBWj8EBV1fgPcha2YO2X55Ez+tVcHVHd0LP4/H87rPnz59nPN+RwuUKER/vzQ0KpjrWX3Esvl+dl4nimWaZeLDGCwvLBMXqITHt1FVkHa1E7rFK9DhdaLF5jZeMIDVeNJqjTH6DQJCAxx77DVJTIw8D8Xg8OHHiBNOePn06YmNjBzkjPAZ66Nuva2E+2grdZ7WwVox8zDWXy8WmTZsYjxJJkvj4449hNpuHOHP8IRSoUFz8J8ya9Rli5d68J4pyorn5VZw6vQLNLW/C4wkut80ysTGbq1FZ9S+4eOkhvyKmHI4Q2Vn/gvnzDiI5ef2E8rb0ceDAATQ1eT2Ia9as8Vt0iCYURcFythMdfzwHy9nAgpEcCQ9wU3DU6tH194tRN2BmzpzJGGUulwvl5eVDnBE6CT5CHz3qg6Ao0m9/f+MlVcjHzyel4M+TM/BKcTZY04VlpGCNFxaWCYpvjReLh0Qsj4safSOzLV0Y+OjwVRlTKZeDIKJzC6iqqmLUbgiC8FPnigTKRUL/1U10/eUCrBXdAfvdGu/EmqccHTlmmUyGTZs2MTUiTCYTduzYAY9nYia9x8rLMHPmJygu/iuEwhRmu8ulRW3t73Dy1FI0Nb0Ct3vkPVssI4/RWIXKymdw5uxd6On52m9fUuI9mDf3G+Tm/mhCKIkF48qVK37hU6WlpSNaZ8rwVQN0n9UCbgoeY6CIB1fmneCLCuLBSwjMQ4yE/oqOZ86ciYr3xe1249BhNSiKNl6dzm6YTFf8julvvMh4XHw/KwkPpyqxRhUbNGyZhSUasMYLC8sERe9jvEi5HAg4HDRavHKZSrLV73iSdEGrPca0VaoVURmHy+XC4cOHmfbUqVMRHx8/yBmho/uiDuZjbQAF6HbWw2P0TxoVT02AZEYiBFly8BIDQ0JGKmwhKysLd9xxB9NubGz0SwyeaPSFks2f9w0m5fwrOBzvBMvl0qCu/g84dXopGhpfYMPJJigGw0VcrngC585vRI/6G799cvk0zJr5CUpK/gaxOG2MRhg53d3d+OKLL5h2YmIi1q1bN6LeI9GU+L5asPDoHaBI/3sOTyWGYmMeeEkSxN2bNyJjmTNnDsRi+jvrdDpx7NixIc4YGh6PB4uZgNHorYfT0+P/ufGt9VJvbIdOdwYsLKMBa7ywsExQSmQSNCyZiovzi/DlzHxQlAddlG+NF6Xf8Xr9OWbiyeEIEB8fHe/IuXPnYDAYevvlYOnSpVHpFwDkyzNACLgAAK6UD9Lq9tsvW5SG+AcmI/HZMggz5X77SIcHPS9XwnY1etWnfZk7dy5KSkqY9qlTp3Dt2rURudZoweWKkZPzfSyYfwgZGY+Dw/F6s1wuHW7e/DNOnlqC+vo/wW7vGMORsoQCRZHQaI7i4qVHcP7CpoB6HdKYySgp/jtmzfwEsbEzxmaQUcJut+Ojjz6Cy+UCAAiFQjz44IMQCALDZ6OJKFcB+R1ZEGTLodxSCILjb5wQXA6k81KQ9P9m+Hlh+rBc6oZba49sDCKRX+2ac+fOQasNLCwZLsXFxdBo0pl2/7wXX89Lq90TNC+GhWUkYI0XFpYJjJjLQapIgCkxYmgdZljhDfXIk6f4HavWeFXGOEQxHP5OjGFhs9n8qjvPmjUral4XAOApxVCsmwTpglQkfn86+MmhhbJQFAXdpzVwNhmh2X4dhn2NUffCEASB9evXIzExkdm2c+dOdHcHhrdNNITCRBTk/xwLFxxFVubTjOoQALjdRjQ2vYhTp5eisupfoNWeZBNzxxkulw5Nza/i9OmVuFzxeIBSlExWgqmlL2POnC+RlHR31MJHxwqSJLFz505oNBpm23333edXmykaUG4SlJsM2C5bmoGEbaXgxgaKpPTR36gB6Fw+3ac16Hm1Eh5DZDfk2bNnM3mGJEn6ecOHy9SpU7F0yXNM22yp9its27/Wi8Y68e99LBODiX3HYmFhYWh3eQuviTkEkkQypk1RFLq7vYXGrt8QQK2O3CNx4sQJ2Gx03olAIIiq16WPmNnJUKzPBafXAxMKHo0d9mpvCB1FUSMSriEQCPDggw9CKKQnLU6nE++9917U6i2MNQKBCnl5P8HCBceQnf1dcLle6WuK8qCn52tcurwV5WfWoKXlbTakbAyhKAoGYwWuXfs3nDi5AHV1/wObvdnvmNjYGZhW9gZmz9qJhITVE95o6eObb77BjRs3mPbSpUsxefLkqF6DtLuhfuMKDF8F1i8hOAQIbnh/S4qioNtRQ+fK6Bzoef1KUMMoVPh8PpYvX860q6qq0NERmXdUJpOhoGAxJJJcZptvwcr+tV6skhk4oTPh5eZu/L6+Hce07P2AZWS4Ne5cLCwsfjLJ6SKB32Tdaq2Hw+FdMXM6JiM9PR2RYDAYcOaMN8Z54cKFiIkZfpKv+UwHdDvrAmLGhwNPJUbid6eBlyiGMDcWsXdkR9znQCiVStx7771M22Aw4N1332WMulsBPj8OuZN+iIULjiMv9ycQifw/O1ZrPWpq/wvHT8zH1as/gkZzDCTpHqA3lmjicHSjufl1nD23HufP34eOzs9Akr6J4xyoVKswffq7mDnjYyiVSyekgthAnDp1yi9BPy8vL+qLKB6jEz0vV8Jx0wDzqfaoKBsSBAFxaW8+CQeQLc8AwYtsSjZ16lQ/T/CBAwcGOTp0ElSrmPfqHm+f/Wu9uOM24JNOHX5d346/N3fjlH7iqTCyTAx4Qx/CwsIyERhMJtlXZYwiM1BWtoxRyxouR44cgdtNT1ClUqlfAcdwsV7uhn5nHUABlN2NuE0FYa9k9oefKEHid6eBclMguCM7WZsyZQruvPNO7N27FwCdOPzhhx9iy5Yt4PP5Q5w9ceDz5cjKehqZmU9CozmG1rbt0GiOAb2iqCRpQ2fXTnR27YRAkICkpHVISd4IqTQ6hVBZaNxuM3p69qOz8wtodacABK7Y8/lKpKU+iLS0hyASRS6HPh6prKzE/v37mXZycjLuv//+iO9t/SF4BCifelqOm3pIyhIGOSM0ZIvTQLk84CfFQFwceYgbh8PBqlWr8P777wMA6uvrcfPmTUyaNCmiflUJK9HU/E8AgN5wDi6XAXw+HaKWIRLgpo0OeaNrvXg95L6KmCws0YQ1XlhYJii/qG3FWYMFSj4PW1OV/gUqxf6x176JlJMm3YtJkyJbmezu7sbly5eZ9rJly4adGEuRFMzlHX3zXzhuGkCaXYPGj4cKR8gDgnTjbKHDGQQZssCdw2Tu3LkwmUxMvZumpiZ8/vnnIzKZGmsIgguVajlUquWwWpvQ1v4+2ts/gdttYI5xOnvQ0vIGWlreQExMPhIS1kCpXAK5rAwczvh99Oh31YNykyCEXEjKEiBIj95nJBJcLj002uNQqw+ip+cbkGTwJO/Y2FlIT9+CxIQ14HBGNll9LKmrq8POnTuZtkKhwObNmyESRV8ynSPhQ/V4CbpfrIBkeiJi12RHrW/5iujWn8nPz0dmZiaam+mQwQMHDmDbtm0RLR7EyqeBz1fC5dKAojzQaI4iOXk9gEC55FKpGGtUcsTzeZgdOzHltlnGP+P3CcLCwjIoNRY7Kk10aNJaVSwazN5k1UyfB4rTqYXBcIlpR0Mi+cCBA0yStlKpxPTp04c4Y2AIDgHVYyXQbL8GV4cFqicHT3ylXCTAJYImwIaCS22D+q0roJwk4rcUQjw5egIDK1euhMlkQkVFBQDg2rVr2Lt3L+66665b1vMgkWQhP+/fMSnnh9BoDqOj8/PeYqgu5hiLpRYWSy0aG58HjydHfPwiKOOXQKlcMurV20m7G6ajrSB4HMhXBk4cLRe6QDl6a/ZQGDPjhaIomM3XoNYcgUZzBAbDZQTzsACASJSG5KT1SEreAGlM/qiOcyxoa2vDRx99BLLXGyKRSPDII49AJhu5/xVPIaIVw2LC96QOJ+fOcVMPQVZs2F5jgiCwevVqvP766wCA9vZ2XLt2DcXFxWH140t1dS3a2pRITKSfMT3qbwY0Xn6dl4ZvJUfvnsrCEgzWeGFhmaDoXN6iiPF8HuqMHQCSAQAKVzUAOvaZlkelH/JCQRJkshJEQlNTE2pqapj2ypUrweWGnkwfDI6QC9V3iuHW28FPCKzXAtAeGsPeBphPtIEQ8SDMlEGQLYcgUw5BhiykhH7KQ0Hz9lWQFjqcQfvudST/dDa40uisUPcpkFksFtTV1QGgZUvlcrmflOmtCJcrRGLiWiQmroXLpUNX11fo7NoJg+Gi33FutxHd3V+hu/srAEBMTD4UitlQxM6GQjFrREOcnC0mqN+6AtLiBsHnIGZWUqCh3OsBJEQ8yFdkjNhY+kNRJCyWWuj156E3nIdOVw6nc2D1Jh4vFkmJdyEpeQMUsTNvmeT7odBoNHjvvfcYSWQ+n4/NmzdHVVnMWtkDUUEcOCL/KdJQhgtFUnBrbHB1WuHqtMDdZYGr0wq31g7hpFjEPzQlJOPHfKYD+p11kExPRNz9BWEv1GRkZGDKlCmMiMHBgwcxZcqUYd+nExMT0dOdisRE+r6vVh8BSTrB4Qj8ar00WvSwWhshkWQP6zosLKHCGi8sLBOU3xeko93hhNblQWmMEN0+NV6yYxTM+26fBEulanlEHgCKovDNN95CZenp6SgsLBx2f74QfM6ghov+8zpYznXSbZsb9mqdV1GMA/BTpRBNjodsafqAhgzBJaBYnwvN9uugnB7EfSs/aoZLH1wuF5s2bcLbb7+N9vZ2APTkISYmBjNmTOxaGqHC58chPX0z0tM3w2ptQk/P19Boj0GvP+/nkQG8Xpm2NjpOXyRMRaxiFhSxsyCTl0AaUwAuNzpVyXmJEqD380+5SJiOtkKxPtfvGNmSNJAOD/jJMeBIAieathtaiPIUESdXu1x6mMzXYTRcgt5wHgbDxSHV2gSCBCiVS5GgWgmlcik4nMhDKycSJpMJ27dvh9VqBUDneDz44INIS4tOYU3K5YHui3pYz3dBmKeA6tHikP7PlIuEfnc9LBe7gQEUwxx1evS8UomEJ0rBlQ98z7FdUUP/Ob3wYb3YDa5cgNi1OWH/LitXrkR1dTUoioJWq8XFixcxe/bssPsBgPj4eAiF0+DxHAeX6wFJWqHTnYFSudjP89JkMaG94wDycv9tWNdhYQkV1nhhYZmg0PHEdExxl9UAh09yR1+NF5J09iZU09jtkcmHXr9+Ha2trUx79erVYRtDri4L9Lvq6VXIEAwHiqSg+7QW1gtdAx9EAq5WM1ytZjibjfSkY4CEf1F+HBKengpnixGSaYlBj4kUoVCIzZs34/XXX2eKxe3atQtOpxPz5s0bkWuOVySSLGRlPYWsrKfgdlug05dDozkGjeYo7PaWgOPtjnbYu3ahq2tX7xYOJJIcSKVTIJMWQSYrhESSB5EoGQQR3koyR8iFfFUWDF/dhHRxOmRLAie98lVZA57vaDZC89ZV8BLEUG4tGtDY9oUkHbDZWmA234DJfANm83WYzTfgcHSGMmLExk6DUrkMSuVSyKRFt42HpT9arRbbt2+H4Td8aQAAzAZJREFUXq9ntm3cuBF5eXlRu4btqgbW8/R9xlGnh+GrhgDjtj8USUH7cTVsVUNLz7u7rOh+uQIJT5aCFx88N0c0OQ7CSbFw3DSAKxdAMnN4YZUJCQmYPn06Ll6kPZ9HjhzB1KlTGVn3cLn//ofR3FIBrZauH6PTlwcYL2ZCDq11kPs0C0uUYI0XFpZbgDa396ss5RJQieiYY7P5BiiKzovxeLhoaZZg+rThXcPlcvl5XQoKCpCVNfBEL2gfPVb0vFoF0uxCzz8r6cJu8kHyW0gKuk9qYL3kDZ8RZMkhW5EBZ7MJziYjnM0mUE5vCJ2jVg/9rnooNuYNaFgJ0qQQpEkDtlMkBVebOSqJ/DExMXjkkUfw+uuvw2ymJUP37dsHi8WCFStW3LI5MIPB48UgQbUSCaqVoCgKNlsj9PpzvaFS52CzNQc5i4TVWg+rtR7d3XuYrQTBh1icDrE4s/eVBbEoHQKBCgKBChyLFDyxNCBMJ2Z2EsTFyqDVzgeDoigY9tA1Ptw9NqjfuIKkH84ESVjhdKrhdGpgd3TAbmuB1dYMm60ZdlsL7I4OMLFoQ8KBTFaI2NhZUChmIT5uPvj8uKFPu8Xp6OjAu+++C4vFwmy74447MHXq1KheR1yWAMkNLayXeyDIlEG6dGg5ecNXDf6GC0EX1+UnScBLjgE/WQJXqxmmo/Sij0drR8/LFVA9WQp+YqDxS/C5UH6nGLrPahF7RxZ4yuF7HZctW4bKykq43W5YLBYcPnwYa9euHVZfSqUSJtMsxngxm68D8NZ6cVH0/aybjEOjzQGt0w2Ny43FcTKIIlSOZGHpD2u8sLDcArT4Ko2JhIy6lV5fxWy3WBQoLZk27GscPXoUOh0dpkUQBFatWjXEGYHYrmpAmumwIbfaBmeLCeLi4MYL5eld0fSpqSDIkUP1aAk4Qi6TaE+RFFydFhgPNMN+jU4otZzpBE8phmxJeLVsTEdbYNzfBNmKTMhXZg5bFKCPuLg4PProo9i+fTsMBlqJ6/jx4zCbzbjnnnsizhWayBAEAYkkBxJJDlJTHwAAOBxd0BsuQK8/B6OxAmZz9YCqWhTlgtXaAKs1sGhgHxyPGMKYRAiEKvB4UnA5EnC5/i8Op39oWG9YGSiQHhs8His8pA0elxX2SWq4lAZ4+GaQ8VbcOKnrV1MlPHi8WMhkxVD0GityeRl4vECj+namoaEBH3zwAZxO79951apVWLBgQdSvRRAEFPflg5ckgWxx+pAhY6YTbTCfaGPawoI4KLcUBoatliaAI+HDsJf+rHqMTvT8swKqx0uDLqJwhFwoH5oS8e8jl8uxcOFCHD16FABw5swZlJaWDjvMTirzjslkoo0XDkEgXSRAg42+r/NSv4cF5dcZaYnTcwuRI7m9whtZRh7WeGFhuQVo9q3x4pNAabPXMu/jFKXIzs4eVv+dnZ04efIk0543b55fMbRQkS1NB9wkjAeaEXd/AcTFqqDHUR4S2g/9QzGEubFQfqc4YGJAcAgIUqVQPjQZPa9WwdlM5w0Y9jaAFy+CuCT4Nfpjr9PDuL8JoADTwWYQxOAhRKGiUqnwxBNP4N1330V3N+1BunTpEqxWK+6///5bqg5MpAiFSXQSeuJdAACK8sBqbYTZfB0m83U65Mp0Aw5naKEpJNcGm70JNntTdAbIB9D3cfIMdmB/+kLfJkMmLYRUWgipdAqEwuTb0gMXKlevXsVnn30Gj4f+Y/cJYkSibtiHW++Aq9MC8RR/ZSyOgAv58qHli61VPTDsucm0+WlSKDcHMVx6kS1NByHiMvWsSIsbPa9UQvVYMYTZsSGNmfJQcNTpIApDIXHRokW4cuUKNBoNKIrCrl278NRTTw1r4UQmLWLeO53dcDrVEAhUyBSJGOOlzeGEgs+FtldQRutyIyeYXj0LSwSwxgsLywTkutmGd9s1iOfzkC0WoNUevECl2XSDeZ+btww8XvhfeY/Hg127djHSyAqFAsuXLx/WuAmCgHxVFkRFSghSg68wUyQFzfs3YL/qlX4W5iugfKRoUEUxgs+FcmsRul+4DI/OAVCA9qNqJMQKQwoD48TwwVOK4VbbwI0XQbogeqpXcrkcjz32GD744AOm/kJ1dTW2b9+Ohx56CGJxdBLSbzUIgouYmFzExOQiKekeZrvHY4OtNzTLZmvuDdNqgsPRCadTDZdLN8oj5UDAj4dAkACxJBNicQbEor5wtgyIRKm3dM2VkeDcuXPYs8cbJsjj8bBp0yZMnhxZ3h5FUrCcbofh6yZQJInEZ6cF9X4MhqPRAO1H1Uw0IFchhOrRYnCEgxsE0rkp4Ai50H5cDZAA5fBA/foVqJ4oGdKA8V3QUWzMg3ReSkhj5fP5WLduHd566y0AQFdXF06dOjUs9UOBIAF8fjxcLjqPz2S+AWX8ogC5ZFXvgkw8nwcPFWrIJAtL6LDGCwvLBKTaYsfrbbRXYppMAhXfG96QJqQfJBRFwWzxGi8y6fBUwc6cOcOoZgHAunXrQi5ISbnJoKEXAxkuAGA+0eZnuIgmx0G5pQgEf+i4aa5UANVjJeh+8TIouweUi4T67atI/O408OIGL14nSIlB4vemQbezDrJFaUGVpiJBLBbjkUcewY4dO1BdXQ0AaG5uxptvvomHH34YCoUiqte7leFyxZBKJ0MqDT6R9Tgd6N5xFoLpPFCJDricGrg9VpAeK9weKx0K1vuiKJ8q4L4TLYIAlyMChysBlysGlyOmf3Il4PFj6dwavhICgRJ8fhyMXzfDccUA5daiYdUCYaEhSRJHjhzBsWNeoRGRSITNmzcjIyMK0tUeCubTHUyenObda0j6fzMCZJEHwtVtheada4Cb/qwQYh5Uj5eEnEMlmZYIQsCF5v3rgJsC5SKh/agaSf86c1DjR7/7JuOJ1u+sAy9eBFFBaPlQ2dnZmDFjBpO8f/ToURQVFYUtL63VatHdLURc72UNhitBjZejcyazHkWWEYU1XlhYJiAal3fCFcfnok5fi74aL7GeBgCJsNvb/KRXB5roDYZOp8Phw4eZdllZGXJzB1ff6cPZYYHm7atQbMwLCM0YCFePFYb93hAf0eQ4KB8pCkuWlp8ogXJLIdRvXAVICqTZBfVbV5H4bNmQExSOiAflt4PHmttrdXA0GCBfnhmSIRV0bHw+HnjgAXz55Ze4dIkuHNrd3Y1XXnkFmzZtQk5O+JKotzvBCgByBUKkPDx6dXUs5zthOkIrp3W/eBkJj5dElGh9u2K32/H5558zxj1Aey23bNkyrDDVYBB8DhT35kH9ahU4Eh6d2zaEx6QPj8kJ9ZtXQFp77788AqqtRUET7wdDXKSE6tESqN+4ApAUPDoHDPsaELdhYOU02ZJ02K9r4DE4IZoSD2FuaKFmfaxevRrV1dWwWCxwu9348ssvsXXr1rCMDIVCAatVibi4DgCARn0Jk3L8Q5VbbA6QpANc7uCLRSwskcBKQLCwTEAKY8R4Ml2F+5LisFAhRQ/pDYtK6Z1Y96nBAIBIlAEeLzwFLYqi8OWXXzLF4CQSCdasWRPSuY6bevS8XAGP3gHte9fhbBm8fgXQqyy2o5apk8CR8RH/4ORh1dMQ5cUh7l7vRMDdZYXm/RugyOGFMFAuD3Sf18F0qAVdf7sIZ4dl6JMGgMvlYv369Vi0aBGzzWq14p133sGZM2eY8DyWoXFrbOh+/nJIn6+RxPf6BI8DDut5CRu1Wo3XXnvNz3DpyxcbruFCURTc2kDBB1GuAor78pD0w5mImRVa3hHloaB5/zodktpL/AOTIcwJz4hgxpCngGyZV1DEcroDjpuGAY/nxYug2jYV4mkJUG6eMqAU/ECIxWLcddddTLuhoQGXL18Oqw8ulwseN5tp2x10PZp0offzftPUjdbWt8Pql4UlXFjjhYVlArIgTorf5afjxaIsbE2RwdJb7wUAcmT0g76r+wKzzeFICHtSXFlZifr6eqa9du1aSCShrTASPh4Oyk3C1WUd8hzz6XY4m4xMO25jfkShWzGzkyFb5g0zcdTomNXxcDGdaIOndxLk1tnBEUfmtO5Ta9u4cSOTOEtRFPbu3YudO3cyBiPLwDiajeh+sQKuNjPUb1+FWxdclWw0UGzMg3xtNjgyAZ37EGIIEgtNdXU1Xn31VajVXoGO/Px8PPHEE4iNHZ5xYK/Xo+elCnQ/fwmk3R2wXzonJawCtcYDTXA2eO9PsXfnQDI1YVhj60O+IhO8JO89VftpDUjnwEoQfJUYym9PAcEfnkphUVERCgoKmPb+/fsZGfdQWbPmSea9y9UCj8eBtH61XvTW7mCnsrBEDdZ4YWGZ4LQ7vauGPFBIk9KJnHr9FWZ7d7cgrPAAi8WCffv2Me28vDyUlpaGfL4gVQrllkIQIi6UjxQhZtbghdbcGhuM+xqZtrgsAeLi8OKxgyG/Iwsin36M3zTBXq8Pux/pgjRIF6UBBBAzKwk8RXTUc6ZNm4bHH38ccrmc2VZRUYE333yTkVZmCQ7l9IC00ZNS0uyCvXq0k/S9EAQB+bIMJP9o5pC5VSxeSJLE0aNH8cEHH8Dh8Ho0lixZEpGQBWlzQ/P2NTibTSCtbpiOtw190iDY+y18SKYl0PeDCCF4HMTfX9Cnzg2Pxk4rHoaJW2ODdkcNKNfgEngEQeDuu+9mchZtNpvffT4U4uIKGfEJivLAYqlBkoAPrk8toxa7uXc/BauHDNoPC0sksMYLC8sEp8PhXaVPEQnB59IPFru9jtkuEoVXhfrrr7+GzUYXt+Tz+bjnnnvCTsAU5cch5adzIC4a3AihKAq6T2tBuXrDxWJ4UKybFNa1BoLgEIi/vwDcvmrWFKD98AY8pvBqc3CEXCjumYTE702HbEWgjKqr24rulypgq9aG7eFKS0vDU089hcxMb7/t7e145ZVXcPPmzUHOvL1hQgO5BOIeKAhZfWkkCeZxIW1uGPY1gHKzkzhfbDYbPv74Y7+cOoFAgAceeAArVqxgalUNB46YB+lir3HhVtuG3ZfH4ID2oxuMshgvQQzFvflRS0gXZMgg9alHZT7ZBoePB3rI8Rmd6Hn9Cqznu9DzxpWgXiZfYmNjsXLlSqZ95coV1NbWDnKGPxwODzExXu+N2XwdPA6BJB8lyGvy76H05BWkH63AQxX1wbphYYkI1nhhYZngtPkYL2m9scdutxkE4S3uOClnacj91dbWorKykmmvXLlyUCUs0uGB6Whr0HySUMKrLGc7/WK9FevzwgrnGAqOmAflw1MALj3ZIE0uaD+qHlb+iyBNCl5soNfFeLAZziYjNG9ehe6TmrD7lUql2Lp1K2bPns1ss1gseOedd/Dll1/6rUqzeImZnYzkH81CzIzBPXtjBeUmoXn3GkxHWtHzSiXcmuFPom8lbty4gRdeeAE3bnjVEOPj4/Hkk0+iqKhokDP9oUgKtquaoLkissVpEBXGI+GZqcMu+Eh5KGg+vAHS0pegz0H8w4VDSiKHS+yqLPASer1MFKDbUcMs5gyF6UQrE9LqbDQyda4GY/bs2X6FKsO9x/jWezGZrwEAMny8ZAYPgR6nGx6KrvPCwhJtWOOFhWUC8rXagGNaE66YrGi2eR86fbHHZos36ZXLlaK0dFlI/drtduzevdvbX1oa5syZM+Dxbr0dPS9VwLC3YXjhDno7DF95K6SLipUQTw2tqGQ4CNJlUNzt9eY46vQwHR5e/kt/3Ho7bJVeQ1EUorJaf3g8Hu6++26sW7fOr4Dc+fPn8eKLL97WXhh7rQ66z2qDerV48eM3TMt8qh2Oenpi7Ww2hTSxvJWxWq349NNP8eGHH/rlWuTl5WHbtm1hJebbqrXo/L/z0Gy/BsP+xoD9HBEPqu+EXgAyGP3zXOLW50KQEjPIGcOD4HMQ5xM+5u6xwXggtPtp7JocSGbSxnvs2pyQ5JM5HA7Wr1/PeLcMBgOOHDkS8nilMq/sfl94sm/ei80nVEzDGi8sIwCbVcjCMgF55mojbL2egzVKb75Eaq/nxbc4pVQ6GQQR2jrFN998A6ORflhzOBxs2LBh0PAN4/4muDpp5S3TkRYIc2Mhyg+t9gBFUdB9VgfK0Vs9W8xD3Ia8EasPEDM/BY4GA1MrwXigCYJsOUS5ioj65SlESHi2DKZDLXTF7uJA48t2RQ1CyIUwVwGCM/jvN3PmTKSmpmLnzp3o6qIryRsMBrzzzjuYOXMmVq9eDZFo/E7YownlIWH4qgHmk3SdIX66FNI5Yx8eFirSBalwdVthPd8FcakK4mmRJXhPZK5fv44vv/wSFotXqY/L5WL58uVYsGBB2GFiHDHP3+PQZg672ORgBMtzkcweOQ+fMEsO6cI0mE/Q+TmmY60Ql6iGLLBLcAnEfSsfoilxEJeEvvCTlJSEhQsX4vjx4wCA8vJylJSU+HlkBuLqFQP4vbaK2XwdFEUyXn8AcFIUds/IRzyfi3g+O81kiT6s54WFZYJh9ZCM4QIA7Sbvinw8aJWXPlc+AEhDLE7Z0NCACxe8CmVLly4dciVUsT6XUcuRLkmHMAxDwHqhC44ab5K14p5J4MpHrgo5QdAPeb/8lw/Cz38JhjBTDtWjxUj6wUwQXH/jhHKT0H1RB/XrV9Dx/50NSdY3JSUF27Ztw9KlS/0mdRcuXMBLL72Eurq6Qc6+heAQcPV4Q60MextBOgZPSh5P9CVkx28uhGJjoGF+O8hiWywW7NixAx999JGf4ZKeno5nnnkGixYtGtRwcRscsPp4NvsQZsrBz5ABBCAuVYHgRW/RIyDPRSWG4t6RW1jpQ35HFnhKn/vTjpqQcqUIDgFJaULQ8dnrdAOGyC5ZsgTx8bSnmKIo7N69Gx7P0N8vgcA3J9EOu70VqT6ely6nC7NjY5ArESGONV5YRgDWeGFhmWDYPCSmysRIF/ERw+Wgx+V9YKlAGwNms9fzIpMOHe/tdDqxa9cupp2UlORXh2Qg+kIz4jYVQHFXzpBehT7cegf0u71Gl2hyHCQzolOEbjA4Ih6Umwu9+S9mF7QfDr/+S0D/QWLhbVVqkCY6L4m0ub2x7UPA4/GwfPlybNu2DUlJ3hVfg8GAd999Fx9//DH0en1Uxj1eIQgC8ffngyPhgZckQcK20qjnG4wGklIVuEFqv5iPt0H7UTXc+rGTeR4pPB4Pzp49i3/84x+4csWrfMjj8XDHHXfg8ccfR0LCwJ4oj9mJnteq0Pk/Z2mRDXPgIkPcxjwk/3Q2lJsLwU+KTjgX5Sah+aBfnsvmQnCEIz8J5wi4iPuWNxne3WWF8Zvww3H7sFb2QP3aFWjevR7U6Ofz+Vi3bh3T7uzsRHl5+ZD9JifnwGbzerlM5ut+npd6fRO6uvcOe9wsLEPBGi8sLBMMpYCH/bMm4/z8YtQtLoWG8oaNZcbEgaI8MBq9nhe3Z+gwm0OHDkGnow0fgiCwYcMGv7wLACCdnqAF33jxIsTMDD2cgi5GWeMNFxNxo6reMxSCNCkU9/jkv9QbYPhy5PJJuAohRIXxAIeAuCg+QJGKIin0vF5FJ/13WAJW4/u8MMuWLfNbob527Rqef/55HD169JaoC0Pa3UFX2LlyIVRPlCLpe9MhSI1eWNBY4+q0wPB1I6yXutH5x/NhKUyNdxobG/HKK6/gq6++gt3uvWdkZGTgmWeeCSlMjCPhw91tpb0fJGCtCPxsCNKk4CmiF0JJh7LWwtno/V8o1k8akTyXgRBOioV0QSrTNh1rHdZnw9lmhvZjWjzEfk0D3afBhURycnIwffp0pn348GFotdpB+540aRKSEmcybbPpOtJ9PC89pBQW823iHWYZE1jjhYVlAqN2uuCCd8VrUmw6bLZmAPQqJUUBGvXgNUmam5v9VtsWLlyI1NRUv2PcOjoxX/16FUhrZBNly5kOOOr0TFuxLjdqdVNCJWZeip8wgPlUO0wnIqsFMRDCnFiovlOMlJ/PRezanID9zmYjHLV6GL9pQvc/LoGyB66Q8ng8LFu2DNu2bUN6uldW1e124/Dhw3jxxRf9KpNPJCg3CePhZnT+7zlo378BZ3tg0TxBmhQE/9Z6XJlOtAEe2lDlxgohSB88t2EiYDQasWPHDrz11ltMvhZASyCvXbsWjz32GFQq+ntHURScrSYYDzSh6/lLAfcVgkNAPJ32xnLjReAIRt7jZjrYDOtFb4FFyYxExMxOHvHr9ke+Nhs8lY/62CeDF68MBk8pgihPAYDOJ4y9I3vAY1evXo2YGNpAc7vd2LNnz6AhjSKRCEqV1+Dp73lxEUJ02QY3gFhYIuHWehqwsNxmtDu9Si4xXA5UIiUMxqvMNptNjpSU7AHPd7lcfuFiKpUKS5f6yyqTNje6X7gMV4cFbo0dmg9ugPIML8zKrbb5q4sVKUclXKw/BEEg7v4C8H0SfA17bsJ2RT3IWZHBjeEHVcayXfc+5IWTYgPkpSmSgvFwCxxNRiQnJuHxxx/Hhg0bmMkGAOh0OnzwwQd477330NHRMWK/w4jAIWCrVIO00p9l44HmMR7Q6BB3bz4UG3LBVQghW5oekCvlMTthr9EN+7s2mjgcDhw7diwgRAwAysrK8P3vfx/z5s3z87YQBAHN+zdgPNAMV6s5aJFR6bwUJDwzFcn/NmvEjQjLpW6/z54gR464+0bPI+wLR8BF3CYf9TG1fxHfkPoQ8aDcWgTpkjQoH57iNYaCIJFIsHbtWqZdX1+PqqqqQfv3DUc2m69DzuMihuP9rH6Be/F4VQM2XqzFnh59WGNnYRkKNpOKhWUC0273xoGnCvkgCAIm03WfI9IHjSs/evQo1GrvhH3Dhg3g8/1j8zliHqTzU5nYa35KDPNQDQeKpKD9xFu/gCPhIW4UkmAHgiPgQvVoMbpfuAyP3gFQgObDaiQ8JYAwUz50B1EiZmYSOCIubNe0QQt6utrNMH7dCIBeQU39+VxMnz4dhYWFOHLkCM6cOcOsktbW1qK2thaTJ0/G0qVLAzxoY41bbQO4hF8VeoJDQL4qE5rt10EIuOAnS0BR1Jh9LkYLgktAOj+VnpQH+VWtl3tg+PImODH090++Kmv0BzkEdrsdZ8+exenTp5mitn2kpKRg1cylSLTL4NzdCs+GvIC8H+GkWFh7Q1Ft1zSQTPdfyODFifw+KyOF46Yeuh3esCpeghiqR4pA8MZufVeYJYd0STrMR1sB0N5hUbEyLHVEgkNAcVfwgr+kww2CxwHBpX/HkpISVFRUMGIg+/btQ15eHiQSSdDzpT61Xuz2NrjdRqSJxKix0v/PKrsIF4y0TPhK5ejdT1luD1jjhYVlgmF2e8AlCIi5HL8ClX0xxzar9yFcUrIWPF7wr3l7eztOnjzJtOfNm4eMjIygx8pWZMCttkGYpwgrv8Vv3Cfa4PSJ3VbcmweubOTUxUKBKxNA9Vgxul+qBGV3A24SmrevIvHZaYOuVEYTfqIE/MRMyJdnBg3VcNTr/Y7tm1CJRCKsXbsW08umY/f2T9Fq9Ya7VFdXo7q6Gvn5+Vi6dKlfqNlYYK3ohulIK1wdFkgXpEKxPtdvv6hIidh7JkEyPTFoYvutzEAT5L7aQaTFHbRg4VgaeDabDeXl5Thz5oxfTgsAiMVirFy5EjNmzEDXny7AoKF/D3FpAiSl/lK+ooI4uHtsEBXGBzXcRwNXjxXq7deZED5ODA+qR4vBkYz95zB2VRbsN7Rwd1kB0OFjST+YEbF4AEVS0Lx3A/CQiH+4ENwYeuHr7rvvxosvvgiXywWr1Yqvv/4a9957b9A+RKJU8HhyuN30Pd1svoE0kYoxXnw/1WyhSpZowxovLCwTjN/f7MAbbWqIORwUS72rkn01Xkxmr+dFNohM8r59+5jJclxcHFasWDHgsQRBIP7BycMes6uLTk7uQ1yWAEnp+Kh5wU+KgWprIXpevwJ4KJAWN9RvXUXCs2WjPpEONhnlxgohnBQLR7MRwtzAgntxVAzWaEvQxFHjEr8BGsIrxdzniclJzcLCOfORU5gH7gipJlEeCu4eK8AhwE/0X60lHR64OmiZXNsVNWLvmeSnTEcQBGSLhq4vcbtAeUhwpAJaFc9DQTw18LtiPNAMW0UPBOlSiKclQjzM4qjhYDabcebMGZw5cwZOp7/6F5/Px5w5c7Bw4UJmtV6QLoNNQ09mHfX6AONFMjUBkiC/22jhMTuhfvMqKFufshgB5dZi8JSjs3AxFASfg/hNBeh+sQIgKXj0Dhj2NCDuvvyI+jXsa2Bk6rtfuIyEJ0rAU4qZ58DXX38NAKioqMCCBQv81A6ZPgwGmE0KiMS08WI0XUW6aDWzP0HAx69yUxHH56JEOj7+niy3DqzxwsIywehbxbKRJHR2HQA62T2BY4XLpYfD4c15kA4gk9zc3IzmZm989z333AOBQADS6YH2/RuQLU2HMGf4lal9oTwkrXrTt7IpEyBuQ+4QZ40uwkkKxN9fAO1HdNK7W22D5p1rSHiyBAR/bKV5JdMSIZmWCMrlAeUO9Mw4W00gQCCbTECeMhuGNTE4evQo2tvbmWMa2pvQsLMJys9kWLh2CabOme7nkbOc7aTDSARciAriAkJ1nK0muNU2UB4K/CRJQHK5ubwd+i/qAQqQzExC/KYCv/3iIiX0n9cBFB36Rpqd4MpHV6RhIkFwOVBtLQJpc8NeqwM/NVDtytlC/0/caht4SZIA48V2XQPbVQ24cgEEmfKA/R6LC642MyiSAsHnBIQjeYwO6D6rg8foQLdJi/piM6qqqgLqgPApLoo9GVhy72rEl/kboMKcWHgMDgjSZf8/e+cd5kZ57f/PaNTb9t6rvcUVN2yMbcD0TiBAgDTSSa839Sa5KTflJvlBeggBEkih924wuPe29q639yZp1fvM74/ZlVbWrusabNDnefTMaN7Rq5lZ7cx73vM956CfdXzFa98u5HAU2wNNsUKXAJk3zUJXdmZJnLTFFqwXlMTicbxbB9E3ZGGYdXLGqizJRF1xw1OdoUM1yQO+ZMkSdu3axfCw4sl96623uOGGG5L6MRqN2OwmJmpa2mx7KMq4PNYuCgKfLn374xlTvDdIGS8pUpxlTHbBe8N+JoyXtEgbHs9YrE2tTkOnmzpN8kRVZYDS0lKqqqqQwxK2B5oIto4RbBsj64P16KtPfcDhXtdDuC+eQSrjhpozQpJxJMYFuUTGArheVGJ7Ql0ubP84RNYH6s6ITFeCRkSY4rJpC8yYzysi1ONGk29k1qwaamtraW1t5fXXX6evL55FzaZy89RLz/LaxjdYvHgxixYtwmQy4X6rT0lLC2R9sD7JePFuHcS7dRAAy6riJONFZVDHCvqFepOLcIpmLRk31qItsaDJmVpDnyIZlUE9pWdClmXCk67zVJnKQt1ufNuVjF/GhcmemXCvm9H7lOQemiIz+s8uSGiXVdDc0sx+sZsBcQx2J/av1+uZo6tk9lA2OjRonMmGtXlZAeZlx07V/nYjBSPY7m8i1B2/hmmXlb+jXqCjYVlTgv+gPXYfdTx6GN0XFp7UfVRQKV50d76JUKeLrA/MTpigEUWRlStX8uijjwKwf/9+1qxZEytmOYFWq0WgBFA8/R7PQYoK4kZQm7MDl9uD1dJ4wseYIsWxSBkvKVKcZTw4txJHOIo9HOGGbVtj20uMVmz2PbH3iVWQ4wwODnL48OHY+5UrVwIQGvAQHK9vIIcl/PtGT9l4CbQ6cL0W9/CYFue/LfKWk8WyuoSoPYh3mzJQDxyyM/q3/WTd0XDGFkfUlljQliQOXgVBoKamhurqag5t2sdbL79Bn2yLtXs8HtatW8f69euZM2cOJQEduZgQEBCmSkk7KRPWVNmvRMu4F0WlxHDIUTkpe5Zp4cnFSqWYmtzPzCfU6ybU40FblFz/JuoMxtbFtGQv1+TCrPKkNLwul4t9+/axfft2HNopMoCZzSxdupTFixdDXwA5FEWTa0R8GwLrZwLJH2H0vv0JhotpST7m89/ZuLCjIYiKfGzo7l2KtNUVwv7vFrLuqD/uwsAJ/QkC1tUl08ZNNTQ0xOq9yLLMhg0bEopZTnDOomsZGHgJgEikh0JtfJKnPyjjcu1NGS8pTgtnrfEiCIIe+DpwK1AG2IEXgO/IsnxCBRtOtC9BEGYDHwLWArWAFhgEXgd+Icvy0XMMpkhxCuhUKvJ1KrI0apzEJQ7llnxGWx+Kve/siHDusuQH01tvvRVbz8/Pp7q6Wum31Er2hxqw3X8AfUMW6ddUn9JxRmx+7A8dgvFYYzFdR9oVyXVOziQEQSD92iqivjCBA8pgP9jmZPTefWdMEO+JIAgCdcvnUrd8LkMDQ2zauJF9Tftj0p9oNMru3bvZDVjMRmoNpSwOl5NPekI/6kw92lILqATUGckDYW2JmfyvLkK06s4IL9W7HUEQUGcZUGcZMM6bWppjaMhCZdEiuUJTemYEtUpJSiGAlK5mz5497Nmzh46OjikTRxQWFLDs3HOpr6+PSw6rzg6DZYKoN8zovfsI93tj24wLc0m/5p3Leni8aPJNpF1cjvN5JdV84JAd97oerBeWnnSfU51z1BMCQWDFihU8/fTTAOzevZtVq1ZhtSZK6mbPWs3goBpZjiDLITKkuGR5TMjE7d990seWIsXROCuNl3Fj41VgDooR8TxQD/wd2CUIwnJZlo+rvOuJ9iUIwhxgD+AAvgC8CISBC4G7gVsEQbhJluUnTvU8U6Q4GoOhMNKkHKtV6VVsmpRpTKNJNhTsdjsHDsTrwJx33nkJDzB9dTq5n5mPOsd4UjN6E0jBKKMPNMVqd6BWkXVbXVJ1+TMRQVSRdWsdjkda8O1SdN+hbjcjf95H9kcbEc3vbIa0kyWvII9rb7iOtZdezPbt29m6dSteb3wQ54742OE+xI5/HqKwsJB58+ZRX1+PxWLBsrIYy8rpZ6YFjXjGBDmnUDA0ZGNoyJ62XVNpxXNtOnv37uXgwYOEH08uPisIAnV1dbFMhGf6AP9oRF0hRu7dF8vcBUqx2vSrq07pXvd2Yl5ZRLDTSWC8NpTrlS60JRb0tTMTTxR1Bhn5yz4EjYo5H27gdcvruN1uotEomzZt4pJLLknYX6XSYTJW4fEqsYKm4CEEypHHn0tPhZeyrnsYezjCNyoKUJ8l1znFmc+ZP5KYmu8Cy4G7ZFl+bHzbDkEQbkIxLP4GnHea+tKhZOX/tCzL/5q0/RFBEDwoxs+9giC8IMtyYg7JFClmkMk1XrI0anSCxGRHYUbm3KTPbNiwISHDWH19fdI+mvzk4OATQZZkHP9pThgkZL6v5qyqIC6IAhk31iJoVXi3KBKy8ICXkT/uJefOOVPKcM4WTCYTq1atYsWKFTQ1NbFnzx7a29sTZtv7+/vp7+/n+eefp7S0lLq6Ourq6khPT3/nDjzFKRMOh2lvb6epqYnm5uakNMcTpKenM3fuXBYsWEBGxpkVaH8yRMYCjP55HxFb/HzNK4tIu7zirDLIBJVA5k2zGLpnF1FbAGSw//MQuZ9dcMr1cCRfmOE/7o0lMBh78BDLl53Liy8rsrDt27ezcuXKpLovZktdzHgJ+Q6Sq61haLx48q8GTYCSOOQTJTnkaM8uz3WKM5ezzngRBMEAfBYIAfdPbpNleZ8gCJuBFYIgnCfL8ltT9XGKfXmBbcBTJPMSEAAygSXA+hM9vxQpjpfJNV6KdBp8vnYUJyAIgsiq829N2N/tdrN79+7Y+4WZdXhe78V6wcnLDqbCva4H//54fIX5/GKM88++rDOCSiD92moEnYhnvWIURkb8DP9xbyy16NmMWq1m7ty5zJ07F7fbzb59+9izZw9DQ0MJ+01kpnvxxRcpLCykrq6OWbNmkZOTc1YN/N6r+P3+mMFy+PDhpBTHE+h0OhoaGpg3bx4lJSWoVO8O+V9k1M/IX/YphWjHsVxYivWi0rPy96syqMn6QB0jv9+DHJaQfBFs/zhI7ifmnZJkUzCoMTRk4XlTudfpZ2WycFEd6996E7/fTzgcZsuWLaxZsybhcxZzPYM8AYDbfZAi/ftixotagIkEifZwNGW8pJgxzjrjBbgAMAPbZFn2TNG+ATgXuAY4qvFyMn3JsnwQxTBJQpZladz7ouekapCnSHF0Dnn9fLapmwyNiCsSD7It0mvxeOKhVkZjJaKY6B3YvHlzLNbBbDJT2mzAdaALOSJhXVs2Iw9y/wEbrpe7Yu91tRmkXVp+yv2+UwiCQNplFah06th5Re0Bhn+/h6xbZ6OrTH9nD3CGsFgsLF++nOXLlzM4OMjevXs5cOAATqczYb8Jj8yrr76K2WymsrKSqqoqKioqkvTwKd4ZIpEIPT09tLe3097eTn9//5QxLKBklqqurmbu3LnU1tai0by7BpeBww7sDx+Ky1cB66XlWFdPXYz3bEFbaCb9umoc/1ZkwuFeD2NPt51S/RdBEEi7vAI5LKHO1GMZT2CwbNky1q1bB8CWLVtYvnw5Ol382TIwEB9GOsb2UpSrYef4+wqDjmqjnkyNiCElGUsxg5yNxsu88WXHNO0T25M1M6e3LwRByAayARfE/n9TpJgxhoMR9nn8AJgmTbIVaFV4JhWnNB9RnNLv97Nt27bY+/nWGsRx54h32yCW1SVTZ5k6AcJD3lidFAB1lp6sm2edNXry6RAEAeuFpQg6Eecz7QBInjAjf96H9eJyLKuKz/pznEx+fj75+fmsXbuW/v5+Dh48SFNTE3a7PWE/j8fD3r172bt3LwA5OTlUVFRQWlpKaWlpyph5mwiHw/T399PT00NHRwddXV1EItNXNNdoNNTW1lJXV0dNTU3CQPTdgizLeNb34nyhM5bCGyD96irMywvfseOaSUwL8wh1u/FuVoLkvVsH0ZZaMS06+ax+giCQfk1VwkTWkiVL2LBhA6FQiEAgwPbt21mxYkWsfWzMjDpm83rIU8cVAcvSzfx81tltKKY4MzkbjZeJpPH2adodR+z3dvUFcPv48leyLCcXO5gCQRAOTNN0ZlXxS3FGMLnGC3KQiRovRv9O3MSNF8sRxSm3bdsWk4vo9XqWXLCcwKv9hDpdWC8oRXWKhovkC2N7oCmWclXQimTdUX/WZec6GpbzilDp1TgeP6wU3JTB9WInoU4nGTfNQjS9e84VlIFMUVERRUVFXHjhhQwPD3Pw4EEOHTrE4OBg0v4jIyOMjIywdauSvjs9PZ2SkpKYMZOTk/OukSK9k3i9Xnp6emJyvoGBgaTCkUdiNBqprq6mvr6eqqqqd52HZTJSKIrjkRb8e0dj2wSNiowbas5K+erRSL+yklCfh3CPMtxwPNGKpsA0Zers4+VID7zBYGDx4sVs2LABgE2bNrFkyZLYbygvr4r+ASM63XidKEYBJS6m3dlHMKhDp3t3XfcU7zxno/EyES02tXAXgkfs97b0JQhCAfAdYCvwo+P47hQpTpglaSb+3FCOPRzhl4f34x03XooNBsYG9sf2M5rixksoFGLz5s3xPpYswVqTg6U6m+DhMXSVaad0THJYySw2ORg28+ZZaPJOLfD/TMS0KA9NvhHbPw4SdSi3h0Czg+G7d5F562x0pe9Ob4MgCOTl5ZGXl8fq1avxer10dHTQ3t5OW1tbkrwMYGxsjLGxMfbtU+SMarWa3NzcWD8TryMDgFMoSJKE3W5naGiIwcHB2MvtPva8mFqtpqysjMrKSiorK8nLy3tPGI4Rmx/bg02EB+PJQsQMHVm316MtPPkB/ZmKoFaR9YE6hu/eieSNQETC9sABcj41H3X6zHnUFtcvZMuWLUQiETweD7t371bq/ABlZWU4HDVIslJjLD3aBSie/07PCE6Xk9ycS6brOkWKk+JsNF4m7krT5SvVHbHfae9LEAQj8CgwAlwty3JyzslpkGW5YZo+D6CkbE6RIkahXkuhXvm5/s/heHaZQq0aSYoXlDvc4iNnPEvqrl278PmUn7BGo2Hp0qWAMiA91RSbsiRj+2czofHilgDWtWUY6rNOqd8zGW2xhbzPLsD+n5ZYytLoWJCRP+4l7bIKzCsKz8pA4BPBZDLR2NhIY2MjsizjcDhoa2uLeQOmMmYikUgsZmYyZrOZ7Ozs2CsnJ4fs7GysVuu7/jqCIvuy2+2Mjo7GXjabjZGREcLh43uUqNVqiouLKS0tpaKigpKSkngtlvcIgWY7toebkQNx77SuOp3MW2a/67yik1Gn68i8ZTaj9+4HGaLOEKN/3UfuJ+edsuc76g7hXteDZ8sAjVWz2N2tCEU2bNjAwoULEUWRjIwMSktX0NmlGC/WUDMTxouNbAL+5um6T5HipDkb724TeoXpynRPjMYGpmmf0b7G68Q8AWQBF8myPDTdvilSzBTeaBS3HDdeCnQahsfXQyE9FeWzAKUI4caNG2P7LVy4EJNpZjwisiwz9mRrrJgjgHFRHpYL3v0aZ5VRQ9Yd9Xje7MP5QodSiDMq43ymnUCLg4zra2Z05vNMRhAEMjMzyczMjM3GOp3OBGnT0NDQtEHjHo8Hj8dDZ2dnwnaNRkNaWhppaWmkp6cnrFssFkwm0xkfryFJEn6/H4/Hg8vlwul0JrzGxsZwuVzTXpvpMJvNCZK8/Px8RPHUpJ9nK1IwivP5jljsxwTmVcWkXVyOIL77DWB9dQbp11Qz9oRSki4y7Gf0/iZy7mxE0Jz878L1anfsutb157BXpUKSJMbGxmhqamLOnDkAmC3xeVajfydwLQABwUBLOIthpxedSmCOJeVlTTEznI3Gy+7x5XSluie27z3dfQmCYEJJmZwLnJ8yXFK8XfQH4jOyogD6QDzexevJIC9PCdrs6emJzYKrVCqWLZgyUd5J4X6tJ1YDBUA/O5OM62reE7PloAzaLecXoy21YHvoEJJLUZ8GWxwM/WoH6VdWYlyU9565HpOZMDQaGxsBRbo4MjLC0NBQwsvv90/bRzgcjnkipkOj0WA2mzGZTJjNZoxGI3q9Hp1OF1tOrKvV6ilf08mpZFkmGo0SiUSIRCKx9Wg0SjAYjL0CgUBsfcJQ8Xq9eDwefD4fkiSd0rXMysoiPz+fvLy8WDIFi8XynvxdHUmwfQz7I4djtUlgPL7lxlqMc3PewSN7+zEvK1A8Ja92AxDqcmF7uJmsD9SdtAFnWVOCd/sgRGSsooH6itnsP9wEQHNzc8x4mRxjqQk0oRMFgpJikN/WXQLdh7kg08JD81KhvClmhrPReFmHUmtlriAIJlmWvUe0Lx9fTlWHZcb6EgTBCjwLGIDVsizbJrW9H+iRZXnjkZ9LkWIm6J9U4yVfqyEUaI29b5xzWcy70tbWFttepM7G94cWxFXFmFcUnlKQvnfbYEJKZG2JhcxbZ5/WWU6/28XeV1+kc/cOBJWK8z/wYfKrElODyrL8tg/qdOVp5H1uAY5HDhM4pMjI5GAUx6OH8e0bJeOGGtRncVHLmUCr1caC/yeQZRm3283IyEiCZGp0dPS44jpAMXAcDgcOh+PYO5/BqFQqMjMzE+Rz2dnZ5ObmotVOp2p+7yKFxr0tmxK9LZp8I5k3zz7lQrsng9s2ymBbCwGPh9zySvIqq5P2GRsaJD0v/7Qdg/WiUiR3CO9WZVIp0GRj7MlW0q+rPqn7ojpNh/WCUgStiHlpAQ2t1pjx0tbWhiRJqFQqDIZSVCotkhRCQKZAI9MZTOzLHj56UokUKU6Es854kWXZJwjCPcDXgTuA30+0CYLQgFKXZZMsy29O2r4G+F/gQVmW7z6VvsbbMoAXgAhwoSzLRwq8PwW8DqSMlxQzyt1dQwQkiTZf/MlQrNfi9bbE3qdZ42mSW1vjRk2hNw05GsH1Yie6MstJ1yjxH7QpGbfGUWcbyPpQwylnLDvm97pdvPVwvJasFE1OB9uxezubH/0ni666nurFy1Cp3h4pjWjWkvXBenw7hxl7ug05oDyogy0Ohv7vve2FmQ5BELBarVitVqqqEmdkA4EAdrs9QV41WW7l9R45z3RmI4oiVqs15pGa/EpPTycjI+M9K/s6UYLtTuyPtCR4W1CBZXWJMtBWv/2JCaKRCA9+/XP43Urs37Ibbk4yXpzDQ9z7uTvJKa+kfuUaFlx6FeIMxyUpqY6ribpDsXg879ZBVBYtaWvLTqrPyUWMKyoqUI1Lx/x+P/39/RQXF+PzBZCkfEDx+uSKPjrH8xwJQJZGTbo69ftOMXOcdcbLOD8AVgH/KwjCIIohUQc8CNiADx2x/5eBxeP73H1E2wn1JQhCFvAKMB94BvjjFAOSehTjJUWKGeVvfaP0BRODeAt1arwjcSPFZK4FlFiCgYH4zGSxOgeiSuHIkzVcgt0u7A8dUmI8AJVFQ/ZHGmc8INbncmK0JmZByywspmh2A32HlKBRgzU5S9r2px9n4HAzT//fT5h74aWs/fhdM3pcR0MQBEzn5KGvTsfx2GECzYo3IOaF2T1M2hWV78qsRzONXq+nsLCQwsKpa3JEo1F8Pl+CRMvr9eLz+RJkXJPXJ+RfE9KvE0EQBERRRK1WI4piTI42+aXX69Hr9TEJ2+SlXq9PGa6nSNQVwvliJ76dQwm1W9R5RjJvrEVbbHnHjk1Uq2lYfRHbn34MgIAn2XN48K3XARjpbGdvMMg5V1x7Wo5FEIVYAH+oSzGm3K92I1q1mJceb9WHqdHr9ZSUlNDVpXjdW1tbKS5WilkOD4nkjpeYyZRGAcXo+XRJDt+pLpqquxQpTpqz0ngZ95isAf4L+BnwT5RaLS8A35FlufeIj/wLOB+4bwb6WoliuABcOSMnlCLFcSDLMrZwsrdB79uFJE14YgRMRmXGr729PbaPxWKh/pOrca/vO2kteLDbxei9+5HDiuUi6ESyP9yIOlN/jE+ewHf4fGx5/F/sev5pPvzrP2LNTjzWc668luK6BqzZuZgzEzOa2ft76TkQD0+rW7l6xo7rRBDTdGR9qAHfjmHGnpnkhWlzMnz3LkyL8rFeXIZoScmBThZRFLFYLFgsJzdglSQpFsNytGD5yQZLincGORzFvb4P9xs9yKFJ8UPCuLflwrfP2+IaHWHHs09QuXAxZXPmJ7TNW3s5hzauJz0vn/S8ZCNhtCcus61fuea0GrMqrUj2B+sZ/sMeIsNKXNnYE60IooBp0anJ1qqqqmLGS1tbG6tXr8ZkMhGJ5DJR19sa7mbCeOnxuYhGsxHF97Z0NsXMclYaLwCyLAeA742/jrXvgyielJno6wkUT2iKFG8rYVnmrtI8Ov1Bnh8exCsrD4Ns4gHNBkMpoqgYE5MlY9XV1YgmLemXTZeb4ugEO52M/vVArAglojDjtROikQgPfuNzOIcUvfaBN17h3BtuSdinZvG51Cw+d8rPZxYW84Ef/R/bn3kcl22EotnJWcjbd20jp6wCS2b2jB33VAiCgGlRHvqadByPt8ZiYZCVeCHfnhEsa0qwnFd4StmAUpwcKpUKlUr1ri7WeLYjyzL+PSM4n+8k6kwMoFDnGcl8Xy3akrfP27L9mcd586H7kaIRHAN9ScZLel4+H//tfdMaJVd+/muc+75bOPjmOupWrklq72nax67nn2bV7R8hLffU42JURsUrPvK7PURdIZDB8chh5Kh80h4YWZYpEeL3zt7eXvx+PwaDgaKixchsASCLLuA8AA6N7sbt8ZGeds4pn1OKFBO8+6tWpUjxLkGrUvGVinzuqS8jnbgswRoZia0PDih6ZEmSEoL1j4wpOBECbWOKx2Wy4fKBOvTV6Sfd51SIajUN518Ye9+1d9cJ95FfXcuVX/g67//eT5MGEQGvh2d/83Pu/eydvPKX3+JzJdcimWnENB1ZH6wn60MNqHMMse1yKIrrxU4Gf7kD3+5hZOnEUuWmmHkkKYrPOYZ3zIF3zHHC6YtTzBzBDicjv9+D/Z/NCYaLyqQm/doq8j638G01XECZHJmIs+vYvQPHYH/SPsfypmQVlXDezXeQNqGvGkeSoqz72584vHUj933pU+x99cUZOWZ1up7sO+egssSN9LHHW/FsTD7248H2QBPqZ0fRy0p/sizHPPznnvu+2H7pkfjEmY1sgoHjqVyRIsXxc9Z6XlKkeK8iyzI2IQfGB1dp4eFYWySaj0qlYmBgIBbULAgClZWVJ/VdgcMObA80xaRiqAWyb69HP2u60kjHz1SZwRZdfT2HNq5n1rnnsfjqGxLaIqEQu154mpbNbyGIIum5+aSNSzTScvNIy8vHnJ6JoFJNGQi764WnCfmVYp2HNqxn5a0fOuVzOB4EQcAwOxN9TTreLYO4XulC8imDoOhYEPs/m1G/2o1ldQnG+TkIYmpO6XTiGh0hGgmTkZ8YT+Ox2fjzXR+Jvf/Sw09BKk7lbUOWZYKtY7he6yHUccTEgihgXlGIdU0pKsPpH7b4PW4M5kTjqGLBInIrqvC7XCy66npM6YkFfmVZxjvmwGMbxW0fxW2z4bGP4raNEvC4yausYeHlVyfF8gG0bt3ESJciuYqGw2SXnFxw/VRoco3kfHwuo3/ep3hggLGn2pAjEpbzi0+oL22ZlcBBO8VSFq2i4iFvbW2loaEBvb4IlcqAJPnJnKQGcJCJL7gfTySKIIApJcFMMQOkjJcUKc4y7OEogUkz9enReKYxg0HxsEz2uhRk52PQx2f9jxf/ITu2vzdBRPkuQaMi64569DUZx/jk0QkHA2x/5nGGO9q5+svfTDBgNFodH/z5PagmPeBkWaZ543refPgBXCPxUkoDLYeS+jalZ7Dy1g9Rf/4FSYaRJTMbc2YWHruNBZddhc6YmE5VHq/HIUxT9+NUEUQV5uWFGOfn4HqtB8+mfogq1zYy4sfxnxZcr3RhWVWC6Zw8BE3KiJlJDm/ZyKZHH2akq4P6lWu47K4vJ+5whJ0iIyfpg3c8+yQavZ6qc5YkDV5TnByyLBM4aMe1rodwT3Kgu6Ehi7TLK1Bnnfg97ESPo2vvLnY89ySDh5v52O/uQzvpvikIAld/6ZuYMzMR1Ylyw75DTbz619/HDJCp6Nyzk10vPMXCy69l0ZXXJtx/apYs57K7vsyb/7iP0sZ5FNbOnrafk0GTYyTnE3MZ+fM+omOKJ8v5XAdyVMK6pvQYn45jbMzGva6HysJyWgfixosyEaXCbKrB5d5L1iTjRRJEruxeiK1tH7+eXcLNBVnTdZ8ixXGTMl5SpDjL6A+GYusGlYBJigfmL150DZAY75I3oGfwp1vJ/+ri4x4Q+w/YsD10MDa4FrQqsj/UcNJZyibwOOw89K0v47YpUreO3dupXLA4YZ/JhkvvoQO88eC9DLa2cDx4xxy88Ltf0bL5LdZ+/LOYM+IeosY1a5l93moOvP4Kteeel/TZ1h1bWP/gX5l38eU0rl6L3nx6soKpjBrSr6zEtKwA10ud+PeNxrInRR1Bxp5oxfVqN5bzizAtzkelT92mZwJZlmKDy/bdO5Ck6BGptJOslwQkKcrmRx8m4PXwmlrNZXd9hVlT/I5SHB9yVMK/fxT3ul7Cg8mpr7UVVtLWlp3yPed4CQf8PP2rn8a8swdef4UFl16VsM+Rcq+A18ObD/2Nva+8cFzfEfL72fzow+x+4WkWXXU9Cy+7Go1ej6BSUb9yDdWLlxENh5M+F/B62PrkIyy55n3oTSd3X1JnGeIGzHiaadeLXcgRGetFpceVQECdbaDwu8tI8/t46RebAXC73QwPD5OXl4dp3HjRESJNFcQpKXGZtvEaLx3+0LR9p0hxIqSeiilSnCU8OmjHohbpDcQfAAVawK9IkARBQ25uI8FgkO7u7tg+xdEs1DmG4zZcfHtHsP+zGca9O0pWsQZ05clyhxPFlJ5BRkFBzHjZ+sQjScYLgGOwnzf/8TcOb00slaQSReatvZyc8gqcQ0M4hwfHX0P4nGOx/dp3buP+L3+aCz78CWaftzr2YFZrNMxbe9mUx7b7xWcZGxrgjQfvZai9lSs+99VTPt+jock2kHVrHeERH+7Xe/HtGo5dc8kdwvlsB66XuzEuyMF8buE7UnjvbCTg8eAaHSa3PFEqWTZ3ASpRRIpG0ZtMeGw2rDm5sXZLZhafu/8RxYYRhCQP3MDhFgJeD6AoNgtnzezs+HuFqDOIZ+sg3q2DSO7kwayuNgPrmhJ0Fad+vzkaR8pWtQYjcy5Yy45nnwSge/+eJONl8mdbNm9g3d/+iHcssUCqzmjCnJmFJSsbc2Y2lqwsZFlm94vPxlIoB7we3vrnA+x8/imWXnsj8y6+AlGtVjw9U3jJN/7nH+x6/mn2r3uZNXfcOWXA//GgztCTO27AREaVLGTuV7uRwxJpl5UflwEjiCrMZjMFBQWxVPxtbW3k5eURicaNuyzZjpPExABd/iMqV6ZIcZKkjJcUKc4CZFnmvw734opICdtzRX9s3WisQKXS0tnZjDQugdIJGnIEC4bG48uu5d02iOOxw7FZZ0Evkv2RRnSl1hk5D0EQWH3Hx3jo219h/iVXsOz69yft07L5LZ7/7a+IhBIfdDVLlrPy1g+SUTB1zQDX6DAv/fHuWKB/wOvhuXt+ScuWDVx052eOKvPx2G0JaZbnXZRs4EQj4SS5yEygyVHqVFgvKsX9Ri/e7YMxqZ4ciuLdMoh3yyDacivmZQUYGrPfkUJ8Zzoeh51tTz7CvtdewpyVzYd/+bsEA0RnNHHZXV8mt7yKzMLk35CgUqHRT5/2W282M/+SKzm8dSOVCxdPmbHOMdifFEuTYjyepc2Jd3M//iZbrE7UZPT1WVjXlJzWQHzn8BCHNq6neeN6Fl/zPupWrEpoX3Dp1TgG+ll4+TWUNs6bsg/X6DCv3vt72nduS9ieXVLG2o/fRWFt3ZSfW3Tl9ex87km2P/N4zLvjc46x7v4/07ZjK1d+8RtJcTYAI92d7H7hWQD8Lieu0ZGkfU4EMU0X88BEhpXj8KzvRQ5FSb+6CkF1fHFe1dXVMeOltbWV5cuX09EeZOIUMqQBEBTj5QMFmXypPJ8CXSq7X4qZQUhlVDkzEQThQH19ff2BAwfe6UNJcQZgD0eof2t/0vaLtU18MPgdAPJyr6Sx8Tc8++yzbNumPFjr6+t535XXgUo4pvzI/VYfzmfiEjSVUU32RxpPqvibx25j82P/xJSRmZTuGMDvdmGwJBpEsiyz+dF/svE//0jYnl9Vw6rbP0pxXeMxv1eWZfa99iKvP3Av4UDcsNNbrFz00U8fVebjGhlmzyvPM9jazPu+/aOkWchn/9/PGRvsp+681dStXJN0/DNF1BXC/VYv3q1DyIHkuj4qkwbjOXkY5+egKTClih+O4xjo469f/GQskcU1X/0O1YuWzvj3RMJhwsFA0kBztLuT+796FyUNc1l89Q2Uz1v4nv/bRMYC+HaP4NsxRGTEn7yDKGCck41ldcnb4ll88Q+/Yf+6lwGoPGcJ133tu8f9WVmW2b/uZdb97U+Eg4HYdlGj4dwbbmHRVddPmSjkSPxuF9uffoydLzxNJBifoEnPL+Dar32XrKKShP0j4TA7nnmczY/9C0tWFnf8/LeoZyDFd9QTYvTe/YQH4pI944JcMt5XiyAe+3fb1dXFffcppfNEUeTrX/86mzc/TzjyJQDu5yO8JFwBwIeLsvlJ7YklB0jx7qehoYGmpqYmWZaT6xocg5TnJUWKswBvVGJNpoUOf5Bev58IilY/PRqXh5lMNQBJKZJVxqM/6GRZxv1aD66X40XUVBYNOXfOQZN34gOKrr27eeLnPyQSCqLR6Zl30WUY09IT9jly4B8OBnjh97+hZdObsW06k4kLP/xJZq9YddxB9IIgMPfCSymfu5AX//AbuvfvASDgdvHMr39K196LWfPBj085w27NyWXlLR+cst+Q30frts1EQkEG2w6TW15Fcf2xjamTQbRqSb+8EutFZfj3jODZPEC4zxNrl7xhPOt78azvRZ1nxDg/F+O8nBktFno2klFQRM3iczm8dSN6s2XKKuczgVqjmXLwuPXJRwDoObCXgNdD+byFp+X7z3QkXxjfvlF8u4cJdbim3EdM12FaVoBpUR6ieWaLtUbCYXoP7kdnNFJQPSuhbfbyVTHjpXP3ToI+Hzqj8Zh9Bn1eXv7TPTRPuj8BlDbO46KPfeaEvG0Gi5WVt36IhZdfw7q//SnW59jgAA9/+ytc8fmvUTE/XhNFrdGw9LqbqFu5Gp/TmfTbkyWJl//yW+rPv4DiKWpbTYdo1pLzsTmM3neA0HiiBN+uYeRQlMxbZh/VuytHJbKDJrQqDSEpTDQapbOzk6KiRto7dKhUwYT6Y3v7X8NXvAqjceayqKV4b5MyXlKkOAso0Wt5eJ6SSeyC9c/SFFVkL9ZwbyzOeHhYQ1qaHbvdHvtcdXX1UfuVZRnnC5143uiNbRPTdeTcOQd19sll98mvrkWt0xEJBQkHA+x68RlW3HTbtPu77aM8+fMfMdR+OLYto6CIa7/23SnlPceDNSeX9337f9j7yvO88eBfYzOl+157ib5DTVzx+a8lxUQcja79e2IyNo3eQEHtrKR93vrng4gaNSX1c8ivnnXKs6MqrYhpcT6mxfmEetx4Ng/g2zMCk6SDkSEfrhc7cb3YibbMinF+Dob6LMS0d2816/6Wg2x98lEu+PAnsGbnJLQtve4mShrm0Lh67VElYDNNNBLBORJPWb746hveU14XyR8h0GzHt3eUQLM9lugjAQH0tRmYlhWgn5V53PKkE2HXi8+w/h/3EQkGqT13JVd94esJ7SUNcyiua6S0cR6zlq88LsOlv+UQz/6/nydkOtSbLay+484psxoeL6b0DK74/NfIKavgrX8+AChG0uM//T6rbv8oCy+/OqFva3Yu1uzcpH5atmxk36svsu/VFymffw7Xfe27CUlPjobKqCH7zkZs9zcRbFfSU/sP2Bh9oIms2+pQaafuJ9TrwfHXgxRo0ukSFRlba2srl19+OY6xBpzOnQkZx0YkC8HgQMp4STFjpIyXFCnOMhxiEYzXi8ymL7ZdrS5NyDKWk5NDWtr0Qa+yJDP2VBvezfECYupsA9l3zkGdfnyDX7d9NFZbZQKd0ciy625i65OPsOyGm5l74SXTfn6w7TBP/vyHeBxxg6t0znyu+sI3TjnblyAIzFt7OWVzFvDs3T+PZSyz9/fy0Le+xPm3fZQFl155XIOPmsXncsfP7+HgW68T8vmSYl+ikQi7XniKkF+Rxtz4nR9T2jj3lI5/MtoSC5klFtKvqMC3axjfnhFC3YmehVCXi1CXi7En29AUmzHUZaGvy3xXScte+tPd7Bsv4GfNzuGCD38ioT2vspq8yqMb7KcDUa3m5u//L30HD7D/jVeYtSxZnrjl8X/jGOxnzgWXUFg7+6z/m0QcAQJNNvwH7crAd5pCq+osPYb5uZgW5s5IumNZkhjp7kSlUpFdWp7QZsnMjkmxuvbuRIpGEwbyKlHk/f/90+P+nq1PPcqGfz0YS6MOUFI/h8s+++UpY55OFEEQWHrdTWQWFfP8Pf9HOBhAliVef+DP2Hq7uPCjnzpqnJ0sSWx65KHYe53RdNyGywQqnZrsDzdg+8chAoeU+3CwxcHoffvJ/mDDlHJjbYkFlUVLiS8rZrxMePxNpppx4yUem2Mjm0CqUGWKGSRlvKRIcRYRkWSGJ2XSzBKU2a1oVKSgYA5vvBGXNVTkl05ZCHIC53MdCYaLpsBE9kcbj0vGMdLVwfanH+PQxvVc9aVvJsUWzLv4CuZeeOlRZ78PbXiDF3//GyLheMah+ZdcyZoPfuyEH8BHIz2/gJu//zM2/PvvbBuX9kQjEdb97Y907d3JJZ/6wpSF444kp7ScnGkKWw60NscMF1GtntIz8+pff48syeRVVlO5cPFJ1QlRGTWYVxRhXlFExOZX4gl2DyfFE4R7PYR7Pbhe7kJM16Gvy0Q/KxNdhRWV7uy97RfWzI4ZL/tefZFl178/SZL4TiEIAsX1jVPKCaVolN0vPYvHbuPA669w0Z2fmTbr3ZmKHJEI9bgJHHYQOGhPiJU4EpVZg3FuDsYFuWiKzTNmqO1b9xJvPHgvQa+XuvNWc/lnv5LQXto4F5WoRqUWKZrdQMDjPqnfh8dh5/l7fhmTnYKS0GH5+25lyXU3HpFi+9SpWbKctB/k88TPf4h7PCB/32sv4Rjo56ov/df09ydB4IIPf4IN//4H/c1NLL32xqRdQgE/Gq3uqNJbQSOSdVsd9n8349+rPFNCHS5G7ztAzsfmJEnIBJWAcV4OlYMCb/Uq9bZsNht2ux2zqRYgQTbmFSx8bTiXnp5DXJqdxjcqE7OQpUhxopy9T7EUKd6DDIXCCYqMCde8Xl9BVlYOHR3xImmZO6J4cvuxrEyWXvn2jeB5K+610ZZYyP5wwzHjYybY9MjDsTTG259+NMl4UWs0MI1sSpKivPXwA2x76tHYNkGl4sKPfJJ5ay8/ru8/UUS1mvNv/RCljfN44bf/F0tv2r5zGw987bNc8OFPULNk+UkPsqxZOay46TZ6mvaiEtVotImeK1mSaFq/LpZl6Kbv/STJeHEOD6I1mqbMODQV6iwD1gtLsVxQQrjPg2/3CP4mW6yGwwTRsSDeTQN4Nw2ASkBbYkFXnY6+Kh1tqeWMylzm97jp2rOTzj27yCmr4Jwrrklor1m6glfv+wO55VUsve5GDMdhdJ4JdO7ZicduA5TZ/5ol5ybt43M5MVisZ4xHRpZkwoNegm1jBFvHCHY4kUNTpAkbR2VSo5+dhXFeDrqq9OMK+j4Se38vfc1N2Hq6KKprpGZx4nXSm8wEvYrR1NO0b8p0x7f88Odkl5aflGxTlmUObXiD1+77Y0LMlCU7hys++1WKZtefcJ/HS255Jbf9+Fc8+csf09/cBEDvwf08/O2vcO3XkwP5QTGYSxvnUdIwl+HOdnLKKpL2Wf/3++hp2sfiq29g9opV014XQa0i8+bZOLSH8W1XJHKhLhfO5ztIv6oqaf/0KytJp5Lse7YyOqo8h9ra2qiqUmIv0xhDJEJ0fJj5sl2ZYCkzzGyMU4r3JinjJUWKs4DdLh8lei19k2q8pKlC6KLK++ysuQwMDBAKKe9FWUW+lI6+Jj2pr8ioH8cj8fgSTYGJ7DsbT2hGftFV18eMF9foCD6X87i8FwGPh2f/38/o3LMztk1vMnPlF79B2Zz5x/39J0v53AXc8bO7eeF3v6Jj9w4AvA47T//fT6g8ZwkXfuSTU+rKj4U1J5dlN9zMshtuZqoMjmNDAzHDBSC3PHkw8Mpffkfnnp2YMzJZ/cGPMevclcf13YIgoC22oC22kHZFBZFhH/4mO4EmWywQN4Ykx+Rl7le7ETQqtOVWdGVWtGVWRQ7yDhbFbNu+hRd//2sA0vMKknT/OqORO//fX8666vYljXO5/LNfYf+6l9CZzEneAFmWeeCrd6FSqymbs4Bz33dLUjzP6UaOSIT6PLHfR7DTheRNLpg4GXWOAX1dFob6TLSl1mPGsciyjM85xtjQINbsHCxZidKrfa+9xPanHwPA73YnGS8TkkBBUGHOyCTo8yYVbcwfHzyfKB6HnVf+8lvatm9J2F6zdDkXf/xzp61o7WSMaenc+J0f8cqff8uBN14BlHvHw9/5Cld98b+mvUcKgkBeRfI9xeOws//1l4mGw7z4+18jiuJRa8QIKoGM62tABt8OxYDxbOhHV5E2bbr96urqmPHS2tpKQ4PSvwqZTNnGiJBY2LPdl6r1kuLUSRkvKVKc4XgiUS7docRrGCYNDrKFsdi6yVzL4ZZ4vEuhNhu9xYw6LzEgVQ5Hsf3jIHJQCZoRdCKZH6ib0nCJRsI0vbmOoMfDoquuT2grrJ3N3Isupbiukdpl5x1XitDRni6e/Pn/MDYUl6pll5RxzVe+TXr+2ycjMKalc93Xv8fO55/izYfvj1W0bt+xlZ79e1nx/ttZcOmVJy1dm2rmXGcyc9Gdn2aovRW/2z1loPBodyegDDi0huT2jf/5B4c2vklGfgF1561m9hE1Kia+W5NnQpNnwrqmhKg7ROCgHX+znWCbMyn1shyWCB4eI3h4bLwD0OSZ0JZZ0JZa0RabUWcbT2oWfSrGBgdo3b6Z0Z4uDBYrq277SEJ7+dwF8X2HBuhrbkrKoHS2GS4AGq1OSbF93mqikeT017aerpg3cP/rL3P+Bz6UtE/3/j2YMjLJKCg8ZdmSLMtEHUHFWOlxEepyE+p1Tx1oPxm1Cl25FX1NBvr6TDQ5R9xfZDlWiySrqCRJNvrEz39I+46tAKz50MdZeNnVCe05k2JYhtpbORJLVg43fe8n5JZXHVew/fEgyzJN619j3f1/inl1QEnMsfr2jzLnwkveVm+YWqPhkk99nozCIt56+H4Agl4vj/74u1z00U8z96JLj7uvrr27Yr83U0YmtUdJFT+BoBLIuLaKcL8nJg20P9JCXoFpypilqqoqNm/eDEBHRwfDw+cSDuvQaIJkMcoIivFyaZaV6/MzqTa+e5OJpHj7SBkvKVKc4XROqkockiQm0otlSP2x7WZTLW1th2Lv69bMJ3fRgqSH7tjT7Qla9YwbatBMkVVsuLOdx//3+3jsNtQ6HQ2rL0pKb7z2Y3cd9zkc3rqR53/7q4TaKzVLlnPpZ76oVJV+mxFUKs654loqFizmlb/8NlagMhwM8PoDf6bpzde4+OOfnbHgb6M17aiSuFDATyQU96pllyZn5bH19uDo78XR30tBTXJ198NbNvLa3/6IKT2D4rpGVt9xJ6JFi2lJPqYl+YQDQUZ2HkY1IkN/mEifPyFzGQAyhAe9hAe9eLcMAiBoVGgKTGgKzWgLzWiKzGhyjQiaZLmZY7CfofZW3KMjpOcXULNkeUL7aE8Xbzx4L6B4Vo40XsyZWZTNXYA5I5OyeQvJnUIGc7YzlaE/OGmgnldRNWUNpKd++WOCPi9qjZYP/uK3SQa/rbcHQSWgM5rQmy2x75GjMhGbn3C/h1C/h3Cfh1C/F9mfbEQlIYCm2IK+Kh11uQlbsI+xgJuAb4A5ORcn7X7v5+7EOazM2N/8/Z8lyawmB7mPDSYHcOeUV5JXWUN2admU2QAFQaCkfs6xj/s4cdtHeflP99Cxa3vC9tI587n4458lLTdvmk+eXgRBYOm1N5JZUMRz9/ySSCiopET+8z3Y+3s4/7aPHJcB27DqQgpqZrHtqcfIKi5JCv6XolFeufd3LLj0qgTDUdCIZN46m+G7dyOHosiBKLaHDpH7qXlJMtPy8nLUajWRSIRQKEQ4HMbrTSc9fSgh41id2cDVuemndF1SpJggZbykSHGGYwtHsYgq3FEJkxDGJSua4Qxp8sO/iIGBdbF31dXVSWkuvbuG8W4djL03Ly/EOHdqaUpGQWHMIxEJBtn1wjMsv/HWEz52KRpl0yMPsfmxf8U3CgIrbrqNpdfd9I7r+zMLi7jxOz+iaf1rvP7gvQTcSl2K4Y42/vHNLzHngos598ZbMWdkntbj0OoNfPreh/E4bNi6uzBnZCXtM3mwN5WkyDkyhMduw2O3Yc5M/rxrdJiHf/MNQBlAf+6+Rwn1uAl1ugh1uwh2uacsiimHJULdbkLdbibMXlmWkEwCpvJsNLlG1HlGNLlGmjesZ8Ojfwegdtl5ScZLVklp/HyGBwkHAkmz8+/71g+nuUrvXhpXX0T5vIX07N+DaorsUm7bCEGfcvUj4RDG9PSkfV7+4z24OgZI02SzZM0NWNWZRIZ9hEf8x/aojBOVI4xFRwgY/cy9+Up0FWmoDMowwTvm4D+f+HZs37rz1iTFT+hMZmAodsxHMmFw6c2WKf/3c0rLue0nvzquYz0VQn4fO557ku1PP54g59QaDKy6/aPMueDt9bZMR83S5dyck8vjP/sB3vGMjDuefRLHQD+XfebLxyVlyyws5pJPfm7KttZtm9j36ovsf+1lGtdcxIUf/XTM6NXkGMm4oRr7w80AhPs8jD3bTsY1iRM68lCAIlMuXU5lMq2rqwtZLgCGEoL29w2+SaT0ctTq0y+/S/HuJ2W8pEhxhrMq00LLyjnYw1Fu2/oSu8JKQbSJVJSyrKez0xnb32q1kpOTOLgND3kZe2xSnEuxmbTLK8Y/n5yRTKPTs+Cyq9jy2L9oWHURdeclS5SOhds2ynN3/4Leg/tj27QGI5d/9stUnTPzlc9PFkEQaFh1IRULFrH+73/lwBuvAsoAfe+rL9D01joWXXkdi6+6fko510wehyUze9oUrJd/9svY+3sZGxokvzo5m9lEliIAU1qytGpi8AugNZpQaUX0VUrgPigB2vd/4lNYpUyy9UVUli4EZwSmiNEWBBWiDwJNNgJNttj2Yoq4quTTeCJjSMMSrte6UWcZUGfpEdN1WHNyqViwiMzCIrJKUjUfJmPOyJw2HsHvcpFZWIxncJQ0cy7RNi9um42IzU/EHiBiC7A8dDmq4vFZ8SYJ/6SB43SImXq0RWa0ZVaGPJ08fd+vkJDIKatgaX1iwVadMbFgrc/pSIoPm5D0afQGQoHExBEAjWvWKl7c40xKMdOEQ0H2vPQcW5/4D353YgHN8nkLWfvxu04q5u10kldZzQd+9H888bMfMtyppCNu37mN+792F5d9+ouUNs476b63P/sEoNzrPA57klfQOC+XYLsz5oX1bhpAV5mGcU78+eJ+vYf8URNd43Zsa2srV1x5HS0tuxPSJfcFQgSCA5jVJxeTlCLFZFLGS4oUZwGCIJClVRMQs2E8hjYLZdDo8aThcnbF9q2qqkowRqRQFNs/DiGHlVGoYFCTdWsdglpF76EDvPnQ/ay85Q6K6xJTvC687GrmrLl4yln8Y9G2Yysv/P7XMU8GKIUnr/nqt6fMmnMmYLSmcemnv0j9+Rfyyl9+i2NAycYWCQbZ/Og/2fPy85x7w83MvejSo9ZeOF1kFZeSVVw6bfuiq66nevEyvGMOrDnJAzApEsFgsY4HOZuS2gWVgDMwgi3US4dnL/XfuJKs/GLCg76Y3GhkVyu6oB5RNf2jw6i2YFRbQAbXS12JjaLAuWlXIPp1qIe0+NYNIFq1qCxaRMvEUoOgFc+Ime+3CzkiEfWEkTwhZekOEXWHiDqDRMeCyGNBLrbegaxTYtVsDx5M6kMlHCVrnABBdYABRxtjwSHyFs/inNtuSMguOLKrH2ncUp3wuk5GrdWSUVCEWqPBYLUiRaJJ+6z9+F1odHp0xqlrCx0ZXP92EY1E2L/uZTY/9s9Y1rfJx7Tq9o/SsPqiM/Y3Z8nK5v3f/ynP3f1L2rYr8SUe2yj/+eG3OOfK6zjv5jtOOLuaLMssufp9rH/ob4wN9idJOCdIv7KKUI+bcL8y+eF45DDaQnMs/sXQkE3xgUwm0hwMDg6iFi8A4s8oGK/14u/FbEoZLylOHWGqzDgp3nkEQThQX19ff+DAgXf6UFKcQdS/tQ97WBk0fFf+JrNoxu1eQOvhZXg8HgCuu/Qa5i2LBz7b/92Mb2e8+nfWB+sx1GWx6ZGH2fiffwBQUDubW37w81N+eEcjYdb/42/sfO7JhO2zV6ziojs/M2NBtqebaCTM3ldeYNOj/8Tvcia0pecVsOyGm5l17krU2rMv7acsy0QjkSkHO517dhIJh4mGw5TPW5j09xpqb8VjG0UT1mIiDU1QQ3jIR2RoXJ50ZAzNSSJoVKgsWlRGNSqjBpVRjTi+VBk1CHoRlU49vhQR9GplqRMR1KrTUr39aMiyDBEJKSQhByJIQSVOQApGkINRpEAEyTfxCicso57wlHK9k0JQvCmaPON44gYj6lwjmhwDw72duIaHkGWJjMLihBgHUFI1j3Z3Iqo1aI3GpPazkXAwwME3X2fbU48mJAoBxbt8zhXXcM6V171jRtWJIksS255+jA3/+jtSNP6bySkt5/LPfiWpaOfxEI1E6G9uoqQhuaiuz+VUYhJdUYbu3hVL9KIpNJH7qfkIGhWSP8LoAwd4wP4inqAiwbv++ksYGb2NHkr4hvBrANTIfKXETE9ER5pazXerC0/8AqR4V9HQ0EBTU1OTLMsNx947kZTxcoaSMl5SHMlgMMz8jfHfw2/lj5LOGFrNHbz6avz/+A7VBVR8eyWCSiDY5WLk9/FCa+ZVxaRfpsjFNv7noYTqzFMF2J4IjsF+nv3NzxKyBKm1Oi74yCdoXL32jJ3VPBpBn4/tzzzG9mcej1XunsBgsdJ4wcXMu+hS0nLz36EjPHOQJZmoM6hImWyKlCk6sW4PIIeSZ+pPG6KAoFGNv8YNGlFQtqsEUAnKe5UAR/tdRiXkqAySjCzJEFWWckRCDsdfM2W0He+5qTP0qLP0qLMMiONLdZYedYb+jKrb807hto2y+8Vn2Pvqiwn1WkCJ95p38RUsvfbGM6bA6Yky1NHGc3f/AntfT2ybqNFw/q0fYsGlVx21IOXx4hoZ5pEffYfMomKu/tI3CRywY38onhTGemk51tVxL/rjjz/Onj3Ks2bhwoVkZP6EsZCbjwl/T+q7VK9l67mnr2ZOirODUzFeUrKxFCnOYCRZRpJBrRLY7YoHlmZhI50xAFSqYkB5iGVJFtIb82Mzz+7XumOf0RSbSbs4Hmew/MZb0ZtM7H7pOdZ+/K6TNlykaJTdLz7Dhn//PVZlHiC7tJwrP/91sorPTJnY8aAzGllx023MW3s5mx55iH2vvYQsKQNVv9vFticfYdtTj1Ix/xzmrb2cigXnzHj17bMFQTU+qM7QwxFJ2mRZRg5EFRmUM0jEGSTqDBEdCxJ1hxSZlCeE5AnDTMynRWXkqOL9iOkszwIEvajI58waRLMWMU2HmK5Dna4sxTQdKpPmbfcsnS30txxi53NP0rJlQ+z/dAJBpaJxzVqWXX/z215DZ6bJq6jitp/+mvV/v4/dLz4DKFK/dff/mcPbNrH2Y58lszC5OPHx4hod5uHvfQ2PbRTHQB8v/uE3XPrpL2Jamh+Lf/G82Yd5eWEsMUxlZWXMeGlra2NVcTWh0EaMshefkChT7Q2ECEkS2hkwslK8N0kZLylSnMEc9gW5cNshSvSJ8qRKOR58390df0iXGPIw1CkxKqE+D4FmR6wtbW0Zgpj4sFh4+TXMXXv5SVWjBuhvOcgrf/kdI10dCdvnrb2cVXd8NKnS/NmKOSOTtR+7i3OuuJatTz5C84b1RMLjqY1lmY5d2+nYtR1rTi4Nqy6icfVFU8advFcRBAHBoEZlUKPJT463mUCWZCRvWDFoPOEkiZXkCxP1xaVYyjKKHIzMjNEzEwggaCfkbOPyNp2YIIGbvBRNGlQWDaJJO2X66RRHJ+D1cGjDevave2nK2jAanZ6G1Rex8PKrych/90iVNFodF37kk1QuWMSLf/hNrE5Qb9N+HvjaXSy7/mYWX339ScXnmTOyyKuowmNTkj5kFhYDYF1bhm/nMHJYQvKG8W4dxHKeYiRVVMTTmjudTjo6Q6SnQzbDdKO01Zv0nJdhodKoIyLD2Se6TXGmkDJeUqQ4g+n0B4nI0OEPoROiwPgsF8pDWqPJpKMjntFlzk3noq9U0vq6JntdiswIpYkpaSc4GcPF53Ly5kP3s3/dSwnb9SYzaz9+F7XLjl0M7Wwks7CYSz/1BVbd/lGa3niVPS8/HwvsB0VqsemRh9j06MOUNs6jcc1aqhcve9cYcacbQSUgjgfvnwiyLCsSrmBUWcZkXdG4tGtC+iXJcSlYVOZoVo+gUsWlZpMlZ2oVglalLCekaRMyNa2Y8oycZmRJoqdpH/tee4nWrZviEwmTsObksuDSq2hcs/asiWk5GSoWLOKOn9/DK3/+LYe3bgQUL8yGfz1I88b1XPyJz1FQk5yd8GioRJErP/91Hv/f/6Z22XmxGlWiWakb5dmgpEX2rO/FvKwAQa2KZbkcGVGeR5GwMnlTSWvMeFmUZuIHNSfvEUqRYoKU8ZIixRnM5AKVkUljrCoUz4taLCU0XtxQFEVKS0sRBIHwoJfAgXiml3At3PvZO7n8ri9TPv+ckz4eWZLY99pLvPnw/Ula8obVF3H+Bz6M0Zp20v2fLRjMFs654loWXn4N3fv3sOel52jdvjkuVZFluvftpnvfbnQmE7NXrGb28pUUzqp7z8rKTieCICBoRdCmru27FVmWsfV00bJlIwfeeBXXyNCU+xXXNbLwsqupWrQUlfje+D0YrWlc/eVvcnjrRl796x9iNWFGe7p46DtfYcElV3LezbefUKp3tVbL+771P0nxM5bzi/FsHoCoTNQVwrtjCPPSAiJjAYo1OYyMp0f2+dIBqOEwr7MWgI0jHQxYt1JQcMMMnHWK9zIp4yVFijOYDxZmszrTyobRfr7ZHk87XEE7AGPOuASntLQUzbgXxbUuHshJpprHH/4JIb+Px3/2Q674/FepXbrihI+l58BeXn/wXoY72hK255SWc+FHP31Kwf5nK4IgUDZnPmVz5uOx2ziw/jUOvP4yjoH+2D5Br5c9Lz3LnpeexWCxUrlwCdWLl1E2dz4a3dTesBQpUoAkRek/dJDW7Ztp274lKWPYBAaLlfrz19Cweu27IkvayVKzZDmljfN486G/sefl55WNssyuF56mZcsGzr3hFhrXrE2q5zIdUwX+i2k6dPMyCe5UJsfcb/RiWpRP1BUip1MT04KNjGgoLYNqWmKfbQuZ6Bh8MGW8pDhlUsZLihRnMHpRxSyTnt2OuAylQO7DiBK8Pzwcl3xVVlYCEB7x4d8bl5LJDVrkA4rbRlAJ6E0nViDO3t/L+n/cR9v2LQnbNXoDK266jQWXXvmemeE8GubMLJZeeyNLrnkffc1N7F/3Mi2b3iIcjBfr87tdHHjjFQ688QpqrY6yufOpXLiE8nkLz/og4hQpZoKAx0P3/t2079xO286tCbWiJiMIKsrnL6RxzVqqzlnyjtReOhPRGU1cdOdnmH3eal7+493Y+3sB8DrsvPKX37Lj2cdZ8f7bqV264qSykrXt2MrrL/6RS3I/BDJE7QF8e0cwzsuhUJ+NEBWQBRmfT0KtzqMw0otB9uIXTMiCyG6Xl3OnKIycIsWJkDJeUqQ4C9jvn2SkyG0wft+32+Iz9+W5SlYv9+u9MRm/OttA3mULuWnWj3j8Zz/g4k98ltLG5Hz+U+FzOdn0yEPsefn5pMw9s5afz6rbPzJtNfjTyc4Xu/A4gmh0KvLK06hccGYN+gVBoHh2A8WzG7jgw5+gedObNG98k54De5Gi8XTBkVCQtu1bYkZhZlEJ5XMXUD5vIcV1jWj0Ka9Minc/UjTKYFsLnXt20rlnJ4Oth5Hl6VNP51VWU7NkOfWrLnhH7j9Hw+cK0b5rmEhYQhAE5l2YnGkxFIig0Z3+IqzFsxu4/Wd3s/WJf7P1yUdihUcdA/088+v/JbeiipW3fJCyuQuO+1gObVzPc3f/AlmSGMzpIh8le6V7XTfGeTlkriyjYFcO/S6lrlg0moeKIapoZT/zANhr+iAPD4wwHJL4QnkqxXyKkyNlvKRIcRaw2xVPQVwlxN3wXq8SX6KT1ZgOhYnkBPDtihektKwpQVAJ5FfXcuf/+8txDYhDAT+7XniGrU/8h5Dfl9BWUDub1bd/lMLaulM9pWmRJJnhTheD7U5ql+RjtCYGb9v6PbRsUfTu9ecVJhkvAU+YR3++g7wKK/kVVurPK0QlvjNZnLR6A3PWXMycNRcT9Hnp2LWd1u1b6Ni1Pena2vt6sPf1sPP5pxDVaopm11M0u4HC2joKamahM06fpStFirOFSCjEUEcb/S0H6W9uoqdpH0Gvd9r9VaKakoY5VC9aRtWipViy3lmDJRyKYuv1IGpU5JQkerG9Y0HeeFi5P2sN6imNl2fu3oNj0EdWsYmlV1VSUJ1+2o5VrdGw/MYP0LjmYjY98jAHXn8lZhgOd7Tx6I+/S0nDXM67+Q4Ka2cfsz9zRmZsImtn70tcXvwxACLDfvwHbFjXlFJDHf1vKM8gl9OExapIxyaMlyfceTzRrMhqP1aSgynltU9xEqSMlxQpznDCksx+T3ygWzWeaUyWMohGlYF9oZSJYXYW7vW9ICluFzFDh3F+fGB/LMMl6POx+8Vn2P7sE0lSjbTcPFbe+mFql604rTOGsiTz4Lc34rEriQrScgxUzEs0TnJKLDHjRa1NNkoGO5yMDfkYG/LRfcBGw/nJ2W0kSUb1NmeE0hlNzF6xitkrVhGNhOlp2k/b9i107d2ZECMDStXr7v176d6/V9kgCGQXlyqGTO1sCqprySgsSgX/pzijkWUZ9+gIg+2H6W85RH/LQYbbW4lGIkf9nMGaRvncBVQuXEzFgkVnjOG+44VOtj7dgRSVqV2Sx9qPJNbWEyeluo6Ek4uyypLMaJ+HcCBKX/MYXJX8HafDM2PNzuGST36ORVddx4Z/PhjLSgZKLOPD3/kKlQsXs/ym28irqJq2n+K6RmaduxLvmINVt38UzeYI/n1KOmX3um4MjVlUVVXxxhtvADA4KGKxQs2kuJfJdPpDNJgNM3aeKd47pIyXFCnOUDY43PykfYB0tYh/wiBBopROIO51ASgx56PJNmDbNhjbZlldklTXZSoCXg+7Xnianc8+ScDrSWjTmUwsu+79zL/0qpOuBTMV0ajEYKuTgpr0BCNCUAlkF5ljxstIt5uKeTnKQ7/XQ3eTjZ6DdtJyDAgqAeewn+3PdaA1aNAZ1Viy9Ay2OWP95VemJQ0CIqEof/vGBnJKLRTVZjD3gmK0+rf3ViiqNYpEbO4CAJzDg+OymV1079+T5JVBlhnt6WK0p4u9r74AgFqnI6e0nNyKavIqqsgtrySrpGxG/07vBTY/2YbfpWTsm3dhKZmFiQNltz1A0BcmLceIRpcyFqdDliTGhgYY6mhjuKMttjwyK+FUqEQ1RbPqKJu3kPJ5C8ktq5iRKvEnQ8ATZqjThTlDR1ZRYoplc4YeKarci4e74uclyzK2Pi/9hx1k5Mczer3+0CFC/iiRUJS0HAOZhSbCgbhRc2T/AG881Exfyxhlc7JoXFlETumJxSgejayiEq7+8jcZaG3mzYfup+fA3lhb+85ttO/cRu3SFSy/6bZpiwtf8snPo9bpEASBkMETM17C/V4CzQ6KaorQarWEQiE8HisAVUcYLw1mPXUmA5pU3EuKkyRlvKRIcYbS7A2w3ZU4iK1UO9COa5fHxuIPyfkfW41no5K+EiCIn7e2/ZMVNbdPqwsPBwJsfepRdj3/FEFfomxDo9Mz/5IrWHz1DRgs1hk7J1mWefmvTXTtGyUUiHLD184hvzIxtXJpQxbdB+xkl5rxjAV56d4D9B6y43cnV0ofG/LRtd+WsE1vUlNUm47GoKZiXvK5D3a4CPoi9B5yMNjhYsElpVP2a83Wv21ys7TcfOatvZx5ay8nGokw0NpM38ED49Kag0lGJUAkGGTgcDMDh5tj21SiSEZBEdml5eSUlpNdWkZ2STnWnNz3ZICsxxHk8PYhhrtcRIJRrvjMvKR9Dm8fxjWiyDKrz8lLMl4ObRpg69NKEdb6FQWsuf30SSbPFnwuJ6PdnYx2dzLS3cVoTye2nu6E5BRHQ63Rkl9dS0HtbIpm1VNS33hCaXxPF5ufaGPHC10ANK4qYtUtifVRimrTAcXjqzer6dw/Svc+Gx37RmMTLpNxDPqStgkqgYw8I5YsPcPdbvIrrag1ilEsRSW6DtgIeiM0vdlPWX3WjBovExRUz+LG7/yIrn272fCvBxlsjRsXLVs2cHjrJurOW8Xym24jLTcv4bOTPfjaQjP62ZkEDimpmd2vdZMzax7l5eW0tLTg86Uhy2ARPOTL/QwKSpHQu0rzuC4vY8bPK8V7h5TxkiLFGUqnP7nwWnl0X2zdO55HPyMjgzStmcEtB2NtB2wbONyxg+atb/HR3/wZc0ZmQj+j3Z08/aufxjLRTKA1GFhw6dUsvPzqU67XEg5FEdWqRM+KIOBzBgmNzz527htNMF7CQWV7domZ4U43w53HnrU9koA3Ql/LGAADh8foPzxG1cJcSuoyEdUq+lscsX0Lq9IQjzBQomGJh3+wBZVKIKPAxNWfm4/e/PZ5M0S1OhbwD8qMtn2gj4Fx2U1/yyHsfb1TBjVL0Si23m5svd00b1wf2641GMgoKCI9r4CMgkLS8wtjS4PF+q4wbKIRCVGd+Lf0OoNsfFSRWQqC8rcVj6hif6wzdw7H48305uTimY5BL1uf6SC/Mo3C6vTTMth8JwgF/DgG+hkbHGBssB/HQD+OwX4cA334Xc5jdzAJa04eBdW1FM6qo7BmNjnlFe9IdrCBNif9hx3Y+rxULcyhakHuEccZlzBN3EMmozWoWXp1BSM9Hnqa7Dx7z96kfY6FLMnYB7zYB7x07beh0YnMWpbPnFXFRKMSQZ8iqVOJAsWzkwf4W59uJ+AJU1ibQfHsDPSmk7uOgiBQPncBZXPm07ZjKxv/9SAj3Z3KMcoSTW+uo3X7Zi755OePWnTYckFJzHgJdbsJHnZQJGfSAkiSmkDAgsHgppoWBlGMl3U9m7jUOg+DIVWwMsXJkTJeUqQ4Q7mlIJPZZj3fP3QQJ4q8oDzaFBtt+bzpgJIi2bOxX6kiDoSFIO3uPQBULVySYLjIssz+dS/z2n1/JBKKzxTqjCYWXKYYLQbzqQ2+drzQSfcBO4MdTq7/yjnklSd6bsoas+lrGUNUq2ISitFeNwfe7Kdly2DMsDkSQYC8CivFszPR6EVCvghBX4SgX1kGvGFGe9wxWQdA0Bfh0KZBDm0aRG/SULM4j5rFuRTNSqf/sJP03OTZ3pFepQ8pKuMY9KIzJt8mn//DPhAgPddAw8oirNmnT7ctqFRkFZWQVVRC4xql2Fs4GGC0u2tcmtPKcGc7o92d08YShPx+htpbGWpvTWrTGoyk5eRizc3Dmp2LNSeXtJw8rDm5WLKyFePmHZLwHIuRbje7Xu5mqNOFJUPHtV9amNCeXWJGrVERCUvIMjhH/WQWJHpWGs4vIuANIwCWrOS4MEmSUakFpIhMWm7y37mvZYzW7cO0bh8mu8TM+7+1ZEbP8XQgyzJBnxePbRTX6AjOkSFcI8PjryGcI8MnbKAAIAhkFhSRW1FFbkUVeRVV5JRXnvI95XgJeMM4h/2MDfsorEnHkpn49zy0sZ+mDUqtGL1Zk2S85FUo9yqDRUNajoFoREKlEuhrcXBo8yBtu0aIBKe+PwFkFZsxpWnRGtRo9erxpYhKFBjudNPX4ogZJxOEg1H2v9HH/jf6KJqVwYV31CHJMl5HEK0h8d4jyzJNb/XjdYbY90Yfl31izilnWxQEgepFS6lauJiWLRvY8O9/4Bif1Ar5/Tz9q5+y4NKrOP+2j0wpSY2my3gNHkx+5RnlXt9H9mD8uMfG8mLGy1usBmCHy8PY2FYMhutO6dhTvHdJGS8pUpyh1JkNlOq1fPVQfIBdKRwGIBzW4vUqs3KVZRV4n4zHumSureEC6ZNsfvxfrLz1Q7HtoYCfV/7yOw6+uS7hexZddT1Lr7sJvSlZf300gn4lsPTIwPeu/TYGWpWBT1+zI8l4qV6US0a+kbwKK537Rnnkf7cz1DF1LQdzpo7S+ixK6zMpmnXsWcagL0zn3lHado3QfcBONBL3TgS8Yfa93su+13vJKDAxe1k+hTXpSX04h/0IKgFZksnINyEccX6SJNO5fxQpohhJNYuT031uf74T54gfc4aOynk5Mz4br9HpKaiZRUFNXNYSjYRx9Pcx0tMVk/SM9nThGhk+Sk8Q8vsY6e6MzboeiahWY87KxpKZjSUrG3NWNub0DIzpGZjS0jGmZWBMT0dvMp8WD044GMXW7wGZJIlhOBTl8DYleYPPFUpKxCCKKurPK0StVZFVZE7KXAewYG2ybHAyF3+0AUmqx+MITBkbNTnGqqAqPandOeLnud/vJbfMQm6ZlTmri4/6fadKKODHNzaG1zmGb8yB1zmGd8yBxz6K2xZ/hQP+Y3d2FAwWK9mTpIk5peVklZSi1Z8eQ16WZZzDfrxjQTyOAFXn5MbkVhM8+etdjPYoEsuLPlzPrKWJ/5uZk2JM7H3JUszMfBO3/8+5WLL0OEf8bH+uk0ObB6aUhAGoNSqK6zKpmJtN2ZwsTGm6o56DJMmM9rjpbXbQd8hBf+sYkVD8HtXX7KCv2YE5U0fj+UX4PSEMk7x9tj4PXmfcI19Qk+wd3/hoK15nkILqdMoas5IMuOkQVCpmnbuSmiXLObD+VV6//8+E/MpvZNcLTzNw+BBXfuHrpOXGr+mBN17ltfv+SLqczZqCWwAIto6R11CAsVWLTwhht5VQUNCaUKyykwpGXC9QUJAyXlKcHCnjJUWKM5gDHj9RlFlvnRyiGGVGzG4vRpaV7bkOI0GvIoUSNCosywqZayyjcc3aWPHIke5OnjlCJmawWLnsri9TMf+cEzqmt/59mN5mB7Z+Dzf91+KkgXnRrIyY8TLQOgaXlCW0R0JReg85eOVvTUmzkAAavcisJfnUrywku/jEBsQ6o4ZZywqYtayAUCBC1z4bbTuH6dxvIxqODxIcA142Pd7G5ifaKJ6dQeWCXCrmZWNK0zFraT6VC3Kw93sTPjOBxx6IGS7AlLPxXftsDLYr18CapU+6Rk0b+jm0aQBTmo7ShkzqlhcmtEejEtGwdEJZh0S1ZnwwWQ4rVsW2B30+bL3divRnXP4zIQNKSgwwBdFIBOfQIM6hwaPupxLVGNPSMFjTMFisGCxWjJPWdWYzOqMRnXF8aTKhM5rQ6PRKsbuIhFqbOBg98GYfrz/UDDKU1GVw9ecXJLTnlFpihmYkGMUx4E0Kgl75/tpjnuOxUKkErFlTD8pnLc1Hb9Ew2Oac0hgeaBvD3u/F3u9ltNeTZLyEQ1GaNw9izdZjzTKQlmtAEASikQhBn1d5eTwEfF6CXi9Brwe/24Xf7cTvcuF3u/DFlmNEglMPtE8GtUZLWl5+gtQwI7+QzKISjGnpM2qs+j0hOvfa8LtDSFGZRZeXJ+3z8A+2xDyrueVWMvITvWjpucaY8TI2nPzbziu3UtaYRVaRibzy5IG/c8RP++4R2nYOJwTkT0ZnVFO5IIfKeTkUz85I+s0eDZVKILfMSm6ZlYUXl8WM773rerH1xo0pjz3I5ifa2fpMB9Xn5NJ4fjH5lVbM6XpWf2AW/YfH8HvCCYbNBG27hnGNBmjZOsTFH21IMl7kYxSIVIkic9ZcTHFdI0//6qeMdLYDMNh2mAe/8Xku/dQXqV68DACD1UrI72OYbhzBQTJ044ZNFMpySjg42sbYWD6yrKVU6EIrBwkJOqKChm3SIgZHnazIMKfSJac4YVLGS4oUZzC73fEHcIXQjmo8zsE2qmSCyZYsRLbGA9aNC3JRGRXvxIThcuCNV3nlz78lEo7P2BXNrueKz31t2poJ0YjESI+bvDJrkudhsMOJbXzWsr91LGlgXjk/B1FUUTw7g5wypU2KSnTsHWX/G330HnIwFbnlVhpWFlKzKG9Gsjpp9epxmVgeQX+E1u1DNG8eZGDSTLksQ89BBz0HHbzxcDMFlWlUzM+hcn5OksdoAr1Jw8V3NuAc9uFzh9FMMXjxOOKBy+aM5JlP+4A3ZuDpzRrqlie2D7U7efyXu1CJAllFZm765uKkPrY924FGJ6I1qKk+JzfJKxAKRFCJAlqDgcLa2Ul1HGRZxu9yJkiGnOOyoYn3xxuADSBFI3jsNjx227F3TkAAQYtWb8CSZUVrNKIzGNHqDYQCAmGvG1DTs1/Hlida0ej0qLVa5aXRULPQhyndSHZJGiF/H0MdakRRRKVWoxLVqEQRUa1GUKkQBGF8qUKlUoFKQBCml8TJUhRZlpElCVmSkaQoyDLRaAQpEkWKRjBao9QuEqmebyUaGaV7/wDRcJhIOEQkHObA+m4iwVGQI0T8OtY/1EQ4ECAcDBAJBvGOeeg7PAxyCOQwBrPiPZks6zxdTHjVFJlgXlw+mJOLNTsXS2bWcUsGx4Z8eMeCBP0RMgtNSZLM1h3D7H+jl4A3TGF1OucfEQzvcQR57QElbk+jE5OMF0EQMKXpcNuV36THHkwyXtJyDWh0Imm5him9tPmVaVx5VzxpgyzL2Pu9tO0aoX3XMLa+qevNCIKSSGTWsnwq5mUneXxOFo1WpH5FIXXLCxhoc7Lv9V7ad44gjWeXlCIyLVuGaNkyRFaRmcZVRdQuyaNh5dSxIh5HENdo/H+2oDrZQFv/zxaGO13kV6ZRuzR/2vtcRn4ht/7wF7z+wJ/Z8/LzAAS9Xp78xf9wzpXXcf4HPkTF/EWUzV3AYFsLqkYTKMIAgm1j1F5Vz8Hn2pAkNS5XMWlp7VTSyiGUWL5vDRbAYAfPn1PLAus7n6whxdlFynhJkeIMZrc7Lu2olJWsUpKkxuFQZuqLyCJqmzRQPmIGv2XLBl743a8Sti259kZW3HRbzLiZTDQs8cKf9tHbMkYkGOWW7y1NihHIr0qLybxGupNnJ3NKLLHibfYBLy1bBzm0cSBB7jCBRidSuzSfhpWFSQXfZhKdQU3DyiIaVhbhHPFxaPMgzZsHcU+6dshKQO9Am5ONj7aSVWymZHYGRbUZFNSkoxvXn2sNamoW5U3zTQrnXFaO2+bHbQ9O6ZnxjcUHpgZL8uypz6VkVpOiMrIsJ7VHwtFYBiyAsoasJOPl2d/upf/wGIJK4MI7ZjNrWUFC+6FNAxzcMIBKLVDaUMriq1cmtNv6PWx+/CDh4BiC4KVirh63zYbbNhKTI9l6R4hGPHCUiujHRgY5SMgfxNY7Nu1e0SC89fDGadvPBgYPK6+j4ZtaQXliCAIGixVTegbGtHRkSY/PrUWjTyO3vJC5a+oS4pkcg142PtbGSL+M0y5yycqGpC4f+v4Wgt4w0YjE+76+iPS8xAHnxsda6dijpM0978Ya0i9MbA94QrEg+Knke8ZJ/wfhYJRwKJo0MWDO1CFJMqZ0HUxhUy2+vIKlV1ce1bMQ8Ibpa3bQc8hBz0F7LNPcVGQWmpi9rIDapXnHlISdCoIgUFidTmF1Ot6xIPvf7KPpzX58rvg909bn4Y2Hmtn4WCu145MyBdWJqea1BpGL72xgsM05LltNnjjpaxnDMeBluMtNdollWuMFQK3VctGdn6GorpGX/3RPTGq445nHkSIRLvjwJ1j7sbvQGgzo9WYGfroFyRtBDkvkjcU9oIOD+aSltVNNS8x4maDDH0wZLylOmJTxkiLFGcgbdjev2V28YY8bB5XjxSnHHEVIkvKvW2zIg/HnWyRLQsyNP6wGW1t4/p7/i70/HpmYqFHhHPHHglIH251JxkvNojwy8owUVKUn1DSYwOsMcnjbEC1bh6Y0bgCyikw0nl9E7dL8t73GSlqOkaVXVbLkigoG2p207xqhfddIbEZ3AluvB1uvh92v9CAIkF1ioag2naLaDPKr0o4af9M4RWHMycy7sJSS+ky8Y0EKa5IzCgU88UHLVN8T8icGDR8Z2AvxzG2yJKNSJ4/0XKOBmBdqKklU0Bumc58bEDFn5DD3whVJ+/zhrteVYnxygMs/WY1GH1IkTS5F0tS0oR3niB0kP+YMAVETITQuf5rsCUwxPYKgQkaLIOhA0FNYk4spPVGed+BNO44hCUEwsvLmecxdU5MwObHjhU42P9EObsgpzyOvsjrhO0KBKJ17FcNjusx6PmcwJvMMTxG0PtlbGgoky0F1k37HAW9yu96soaA6DYNFi8GiTUi8McF1X154VMPkyExyE8c61OGk55CD3oN2RrrdTDEfECOryETlglyqFuSQWWh62zPxmdJ1LL2qkkWXl9Oxe5T963uVgpbjhANRDrzZz4E3+zGmaalamEvNObnkV6Yp3uZFedNOrgS8YRwDce9SQVWyZ2bni10Mtjspa8yiamEuepOGuhWryKuo4ulf/ZTR8di4XS88TUZhEQsuuTJ+7EsKcK/rAUDY6SQ7O5vR0VEc9iJkWaBaSKz3UmHQIh3tj5EixTSkjJcUKc5A3nS4+WPPSMK2KtoAGB5RNPNqUU2OOz7o3Nz0BG987d/c9L2fEA4GeOLnP4xJT3RGE+//7/8lq7gEKSrRvGWIlq2DXPnZeUmpgkvqMnEM+hDVqoSZvwnyyq1Js3UBT5jOfaO0bBui96B9ysGBShSoWphL46oiCqqSi0e+3Qiq+GznivdVM9rjUfTuu0YSHvCgyMtGut2MdLvZ/YrycE7PM5JfaSWvIo38yjQyC01JyQumI6/CGstsNBX15xVSuSCXoC+5tg0oMpbapXmE/FHCgQhqbfKgLRKKDzCnkuFNjucRxKmOO75tuvGFqBaIRgQQDFhykr1nHncTLVuH0OpFFl5SxsJJ8U/RSJjRHhuDHSPojTJanYQkBQn5fAT9fkJ+H5FQkHBQeUWCQcKhIJFggEhIkWRFwyEioVBMphUNh5Gi0QRZ1+lEUKkQRTUqtYhKVCOq1YgaRc4majSoNVpErQZRrUGj06HR6ZWXXodaq1e26Q1oDeMvvQGtwRh7rzeZiURE3vp3K353CL87zPu/tThJynl451ZEjSLlNKVlJHlVo5GjDxAn/25laep9JxsG4WDydTVYtZgzdGgN6ikz9OWVW1lz22z0Jo3iOTmyf7WK679y9Pi7Y90zZFnGNepnsN3FYLuToQ4Xo72eac9pgtwyC1ULc6mcn5PkUXqnEEUV1efkUn1OLvYBLwfW93Fo8yAhf/za+5wh9q3rZd+6XswZOqrOyaVqfg55lWlT3ou0BjXv//ZiBtucjPR4pvQKt+4YZqTbTceeUXoPObjkY40AZBYWc+sPf8G/vv9fDLUr7sN19/2J9LyC2ISYeVkB7jd6QILoWJCy4kJGR0cJh/W4XTlUpyW6HR9bUE2BLtkLlyLFsRCmkiSkeOcRBOFAfX19/YEDB97pQ0nxDvDR/R08OxKPzTDLLv7AhxEQ2bTxBiIRHaVphVw8pBTM84adPNv7R4rrG7nmq9/mn9/7emyGTCWKXP9f36dsznyiEYl//3gb9n5lcL76A7OS9NP2fi/esSAF1WlHDUZ1jfrp2DNKx54R+lud0w4Qckot1C7Jo3ZJ/pRykTMRx6CXnoMO+lsc9LWMEfBObURMRqMTyS2zkFlkJqvQRFaRmcxC09vuWZog5I8o8ptgFGOaNuk4Rrrd2Ps9RKMy6XlGCqvTE9o9DiXoF0CrF2lclZwl6/C2IWRkRFE1ZTa4aFRJNftOGaoT8SrRaAQkGUmSkGVJiWGZiGWZ7hkoy0p8zPhLNREzI6gUY0UlnjEppG39HgLuMOFglOwSC+aMROOgv3WMoXYXMjKZ+SbK5ybGuvndIVq2DqESBdRaVVICCVC8sLKsGKzpecZ37Hc9QTQs4RjyYuvzKl7Sfg8j3e4pi9keicGioXh2JiV1GRTPzjzujFzvNOFglLadwxzePkTvQUcsNuZIDBYN5XOzlaQCdRnHHaPjc4W472tvKW8EeP+3lpBdnJgAw+Ow849vfQmPTfHUaQ0GbvnBz5VEIYDtoYP4x714vRkuXvBvA6CkpInyih18jj9gE5T0zr8oGuS22ktP6BqkePfQ0NBAU1NTkyzLyTrVY5AyXs5QUsbLe5t/Dtj4ffsBmkPK7PxceSdf50d4vWXs3HE+AEuFWczxKwPKfmsXb+79F+//3k/Z+uR/6Ni1PdbX2o/fxdwL4w+I1x48yMHxWgfWbD23/eDcpJncqZCiEsNdbrr22+jYMxoL2p8KS6Y+ZrAcWbH8bGOiqFxfyxj9LUp60+MZIE1gzdaTWWgms8BERr6RjHxlOZXUK0WKFIlEQlHGhv04Br04Brw4Bn3Y+r2MDfmO6VGZQKMTKahKo7hOMViyCs3Hdc87kwl4wrTtGqZ1xzB9zY5pvaNqnUhZfSZlc7IpqctMMmwnEw1L9LY46NpvA0lOSqoAMNzlQooM8+/vfyOW0MOak8cHfvRLHIMD7HrgceZHlfi5EBEe1K1HFmQMBheLFj/J3XyRzYJS9PJKnuSP538dUTw7jMcUM8upGC+pp2eKFGcgNxdk8Vh3lOZx1daEZKy/P55jvyCg6JUFjYpFX3g/szwXseO5JxMMl0VXXZ9guAAsvqKCw1uHqFqYy+IrK476EHeO+OhpstNz0EFvsyNBsnAkRquWinnZ1C7JV2RhZ/ngYAJBpWT8yioyM3dNcYI0ZajdyeAxpCmu0QCu0UAspmACU5qW9HwT6XlG0rINpOUYsObosWYb3vFZ7RQp3k6iYQmXzY9zxI9rVFk6R/w4Bry4bAE4wTnW9Dwj+RVW8ipPXNJ5tqA3a2JJSHyuEO27hmnbNUJ/y1iCRyYSjNK2S5HDAmQUmCity6SkPpPCmvQESamoUVHWkEVZQ9aU3+l1Bnn8FzuxZOlZdftneeXeX4As4xoZ4olf/A/Vi5fR3LqR0sJqMnUFaFGTJ6cxKIzh91uJRHKoVrewGcV4OSzX4PEcJC1twZTflyLFdKSekClSnKG0RHIBZYa/ksPIMthsiqclS7CSJSvu/In0yO1vbmfX80/HPl8+fwmV51yT1K8lU88dP14+ZZYrjyNI/2FFKtV7yJ6QdnMqMvKNVMzLoWJeNnnlyWmV340IgkBajpG0HGOsCF44GGW4SzFi7H0ebP1ebP3eo1bj9jpDeJ0h+pqTU0cbLBqs2QbMGXosmTrMGXrMmTosmXrMGXoMZs174lqnOPuRZZmgL4LHEcRjD+BxBHDbg+PLAG5bAM9Y8IQNFFDi6DLyTWQVmWITDHnl1mmTDrxbMVq1NK4qpnFVMQFvOOYd7z5gS0qu4BhQPFh7XutBpRYUj9TsTIpnZ5BbakElTi+F3P5cJ5GwhGPQx/YXNSy/8YNs/PffABhoOYQlKwdzVjYtrh0sy1EC+RuiJQyqxpR9BnKpLplUrFKoYSgYRYxEMatTtV5SHD8p4yVFijOQgWCIwVBcmlRFK25XDuGQEkw6L1iKMB5QbV5eSOfeXay770+x/bOKK/C4zue53+/jmi8uIL8iMavMhOHiHQvSNx7X0dfiwDl89KrbKlF52JU2ZlE578wJbn2n0ehEimqVtMoTyJKMyxbA1ufB3u/FMeTFMeDDMeQ7qlED4HeH8bvDsZTUR6JSCRjTtBjTdJjStJjSdBjHlwaLZjxjk7I8kUKXKVIcL5FQFJ87RMATxucKjf9mQ3jHgnidIXzOIF6nsj5VsdcTQSUqcTYTssvMAhOZRYrX8siEI+919CYNs5bmM2tpPpGwUhC4c++okhb6iMkoKSLT1zxGX/MYW55UAvqLatNj8UDpecbYvUOWZcWjIwAyLFhbyoKLz8NtG2Dfqy8C0LLpTerOW83c1ZegetKL5AlTHs0hw5qGw+/EZiumoeRV1HKYiKAhiIbzD8CvZo9xS8HU3p4UKaYiZbykSHGGEZVldrvixSmz5BHScNJuWwhAmmSkXMoFQFeZhk/l4dnf/Ax5vNaGOTMLNFficSjvn71nL7f+99KYwRL0R2jbMUzzlkH6D48d83gyCkyU1GVQUqfIDE6npEkKBIgMDqItL09qG/zxjwns20/U6ST7Ex8n7ZpEr5L7lVdw/Oc/qLOz0dfVk3nbB07bcR4PgkogLUeRg1XOz4ltlyUZz1hQ0fAP+mJSGdeIH9dogGjk2AM9SZKVmWzHsQsZihoVBrMGvVmDzqhGb9SgM42vjy+1BmW71qhGZ1CjMynbUgPDdzeSJBPyRwj5IwR9EYK+MMHYeoSgN0xgYrs3TMCrrPvHkwPMJIJKwJKpwzohocw2xIwVa7b+qB6BtwvJ7yc8MEhkdASVTodh3ryE9ujYGN2f+AREJWQpSvnDD6PSJcaY2O+/n3B/P2JGBuY1a9DPSo4rmSnUGpHyOdmUz1ESNEzIgLub7PQ1OwgFEv+GIX9kPAmLInHNyDcya5liCJkz9Kz5wGyKZ2Uw0uVmwcWlCILAhR/5FM6hAbr37wXg4FuvM2v5+WQvLcD9ajcCAnPDpbzBPtyubOSQmjJtB23Uxr63w3f6C7KmeHeRMl5SpDiDGAmFuXR7C+WG+ANvor6LbbQUgHnRMlTjXpc2725afr6VgEepp6LW6rj2a98lFMjgmXv2IEVlzrmsDK1RTee+UZo3D9Kxd/SoM6GWLD1FNekU1mZQUpcxZaGzkyXq8SA5nWiKEjOcRRwO2q+8iqhNqc5eu30bKoOByOgokYEBwoODeF5/g3B3NwD2Bx7Eu3ETgk6HoNUiaLUEmw/h3aAUMQzNayP9hutRGeKpQCN2O21rL0adm4s6N5eSP/0xaWAR6ulBZTIhpqeftkxSyiBNjyVTT2l94myjLMl4nUHFmBk9UmKjyG5OdNAYDUvHbegciVqjQmNQo9WJaA1qtHoRjV5ZqnUimomXNr6u1oqotSo02vi6WqtCVIuoNSpEjQpRLbwtg1FZlpG8PiSXE01hcgatkXt+izwedJz+/pvRFif+Lr1btxJqa0NltqCrrTmtA83pkCWZaEQiEpaUZUgiEo4qy1A04f1EdrmJV2R8GQoomedC/gihgPI+FIge0wM4k4hqFeZxCaQltlTkkGk5BsyZ+nfcWPYfOECovZ3IyCjGcxYmGSdjjzzK0I9+BIBp+XKKf3sP4d5eQj09hHt6CPX0EtizN7b/wHe+o6xEoojpaajz8hl77DHCXV0AiFlZSb8p1wsv4HzqaTSFhRgXL8Z6ycUzdn5pOUbSVhlpXFWMFJUY6nDR26wU6xxqdyVlL3MM+tj8RDubn2yneFYGs88toHJ+TkIdGVGt5qovfpOHvv0lHAP9ADx/zy+55Vs/A5UAkkylJ5sdGSY8fi92exE1+S0x40UrCDRaUh78FCdGynhJkeIM4jddQ/QFw/QFEyVjXk86gYAFi9ZEdUCJs/CGnWze9piSBnactR+/i7yKKgAu+nA9kVAUtz3I/d/YMG2GLHOmjuJZiuSpsCYda3Zy7v9jIcsy0bExIsMjqHTaJM+Jd+NGer/wRSSXC211FVXPPBP/bCRCxGYjOjYW29ZxzbWEh4YgMnWCgMCBAwSOkonPv2cPzQsWos7NRVNagra0DJXRiOT1EuroIDQwgKBNjvnp/uCHCPf3gyhSet9fMS1ZktDuevElQh0dqKwWjAsWoK+rS7wO48crqE/u1iqoBCW+JUNPYU1yuywrM+VxWU4IrzOIb/y9zx2X7/g94ZOKI5hMJCwRCYc4upjw5BBUQsyQEUUVojrRsBHVKlSigEoUEtZVorJOOITs90IwgKjXo83LRVAp/QqCQGRoEPczT0M4jMqoJ/tjH0MYHxtPSGFGX+xA9ivGS0ZWF5qiSYN5GVyv7MO/aw+yAMaFdkyrdCDLyLJiVIQGBvGsfxPBYESVkYlhyRLkqCKvkSQZOSoTDYaQVWqkqIwUlZS2ifWITDSqGCdSRCIalZVlRCIakYmOGyxnMjqjOkGmGJcwTqwr0ka9WXNa5YtyNEpkdBTJ5ULy+ZIMD4DBH/2YcF8fUaeT/O9+F/2s2oR2+9/ux/W0EjeY/dm7MMybhxQMEurqItTRiX/37ti+3i1baF6w8KjH5Hrq6aO2D37nu4z86tfoamvRz6pFVzsL37ateF57DQDJ70syXoKHDzP4Pz9Ck5+HtqKC7E9+8qjfMR0qUUVBdToF1eksvqKCUCDCQKuTnkN2eg86ErNJytB7yEHvIQcanUjN4jyWXFWBKU2Z/NGbzSy84tOs+9sPkCIhgj4vz/zhZ1y+4NME99kRUTFPXckG9mEbLaE6Px73kq9Tc3Vu+kmdQ4r3LinjJUWKMwRfVOKxoeTg7UpaGbUpXpc5wRJUKCOww+6dCYbLgkuvon7lGkAZ5Ko1KjY93obblhx0rzdpqFmcx6yl+eSWW445qAi2thLq7SU6Ooph4TnoKisS2kfvvofR3/0OgLRrr6Xwpz9JaFdZ05BcSvxGqKeX0T//heDhFoKHWwm1tSGHEothhvv6jno8x0tkeJjI8DD+7TsSGwIB2i6+BG15OdqyMrSlJWiKSwiPjBcGjUYR09KT+nO98Dzu518AIOdLX0oyXpxPPsXAt76FoNNhWrGCkt/9NqE9OjbG4I9/jMpgRGUwkPuVLycZOp4NG5DDYVQ6Hfq6OsT0+HEIgoBGiJBmgfQsM4JaPa2HSJJkgt5wzKBRpD8RAl5lPRBbn5ANKZKhkC9y1ArkM4UsyUSCUSKnrBgRgCAc6EluKo4P/Nqeak9uL7o8vr45AONezjgVUDX+Wx8DnpyiD/NiZekCXpniGM4StAZFMqg1qtFPSAnHZYU6kya2rjdq0Fs0GC2KQSKqj89bEhkZQQoGkYNBNMXFSV5P79athDo7kQNBDAsWYJjTmNDuefNN7A88iOT3oa+rJ/9b30xoD/f10XbxJcobUWT2/n1J9zXP+jcIdyne28jwEIwbL1IgQLinB8kbL0479p9HcD72uDKZMdU/RHRmvFZRux3f5s34Nm9OavPv3sPI/7sbXU01uupqtGVlhLq68G3ZAoCupjrJeJEjEVovvAgxKxN1djaFP/0p6szMhH0io6OojEZUxrjHQ6tXU9aYRVmj4g12jvhp3jJI8+aBhFiZcDBK01v9HN4+xNKrKpmzuojBdiebnxxD1F2MFFEmpkZ7utiT/SqzUTKJVY9ksl2vYWysgOroa7HRZ3cgTJe9ibLM+lO8kineS6SMlxQpzhCMoor1S+r4dtMunnAo2XIEWaKCNg6NXoBB0FI77nWRNQKd3v2xz1qyK1h1+0cARdf85r8P07XPltC/Si1QMSebWcvyKW3Iig065EgE5/PPE+4fIDzQT+5XvoJoTixMNvTjH+PduAmA/P/+XpLxImbH5U/hgQECzS2EujoJdXYR6uok2DKpsnIwyMgvf3nc10WVloYmPx9Nfj7qgnw0eXkgqJBDIeRwCDkUUgZFoTAR2yjh7h5Cvb0QPnotlvC41MP75ptTtg985ztoi4tR5+ejyctFnZdPuLc3fs5WS9JnJgY/cjA45eAm6nTGZ2MFgdyvfy1pn8Ef/CA2wCq59y+YV6xIaB/+xS9x/OMfAGR++MPkHdGHZ8MGBr/7PQS1Gm1NNSX33JPQLodCdH/s4wiiCkQ1Rb/8BaLVGm+XZPp/fQ/ejj4ishrjpVeiqqiJy438ETz7DuJtbiMiqyC7ELGsIi5VCkmEPX6Cw3aigkhUpSWq0pyyFyhFHLVGFZPkiVIY2TaEiITGoMbcMDsu59OJqDUCvheeQS1E0BAh545b0GdZ0Y7L/7QGNc4//ZZQaysEZTKvvh3TskSPgvPJJ3E8+G+IRtGvWE7O5z6X0B44eJDuj31c8XJZLFS/8nLSMbddfgWSW5G3Vjz+WJLhP/bPf+J67nkAcr74xSTjJTIyGvtfnUhWMhmVaVI9qWgU2edDMJmQQyEiNhuRoaGE/Ufu+S2jv/8D4d5eIsPDSf1FBgeTtk2JRoO2sBBNSQmagnwErU6ZVNBqQK1W1kWRiN1OZHCI8NAgkcEhIiMjIB3dqxZqa4tNCgGgViOmxZOvyAj4d+9GW1ER2x6x24kMDREZGiIIqPTJst+ez3yGwJ69qEwmCn70P1gvTUynHx4cxBAIsPiyUhZfUc5Am5PmzYO0bh+KxcmEA1He+s9hDm7sB0EgGpEQtbUIwhJCnq0A7Nn1EtkFuWTri9Cgpj5SzC51B6JDQ3q2gzFBSXDy1ME/8OllP0cUp69BkyLFZFLGS4oUZxBZGhFBnQkoD/kC+hH8Il5vBovDJahR0knuGHuJYGQ8qF8wEQqvZc9r/YSDUXa92J0gNVGpBOZdWMKC83MQHEPoa3MSv1QUGfjWt2Pej4xbbkU8Qk4hZsUrcoeHR4jY7ZO03r14x2cCAXxbttBxTXKK5qOiUqEtK0NXU4OutlZZVlWiKSxMmB08XuRolMjgIKHubkLdPYrso7NTkYz19EwrR5tMYO9eAnv3Tts+/PNfYH/w76izslBnZyFmZRNsi8/cS4EAgeZmxPQMxIx0VFotkj8uwFIZDFN6vORA3BVx5Ow0gByKt08lfZM83pjnSjAlXzs5EonN3E68n4ygEghv30x0504EIOPiJaQ1LEvYZ6TlGUZfvxsA69VXUfTxqxPa/Xv30nnTJwAQMzKo2bgBaVweFQ0r8Rut195AxBtAUqnJ+9FPUJdVxNqlqMzo3x/Gu2s3siBiPH81xpXnT5JeQaC9A/drryOYTKiy8zAtX65ItcYlXVJUIup0gVYHag0IQlzyJQPIx/QwKX8eQVkKcbmZoAKVICD5fUhjY8hBP6LRgK6kBJWoUtpFgejoCM5HH0GQJUS1SN4XP5cgfRNFgeEf/wjZPoIgRcn/6pcwNdahUqsUKZ1Ghf13d+N58nFUUpjs226l4OtfTvjduF97jd5P/zcAutpaKu9+MvH3EArR/LU/xN6XfO/DaI6Q6Qzt3Ilvm1IJ3XLRRUnXITw4hH/nTgA0RcmxQ8gy0dHR8dWpL6qg08G48SIHk91tgi4+yJ6IQ5qMyjgpfs3lJNjWRtThUOSqDodiDACoVCCKdNzwPqXd6ZzyeAJ79ky5fUo0GrQlJWgrKtBVlKMpK0NbUoq2RJncEMQTT/MrRyJERkcJdXQQbGkh0NxCsLmZYGvrlNcHgEgkFhcIEDp8mM6bbwFAzMxEW16OyhKfeBL0eiJ2OxqtNsHDGx1R/laS14vKkjwJY3/wQez3/hWVyUT6ze+n8KtfpbA6nZU31XBo0wCbn2wn6FPuG7Y+ZcLGYNEQ9EW45gufYdN/ArEA/u2jL3BR4e2oVVoaIsXsE7uw20qozm5hO0sB2BPMoLf3b5SUfhx/VMKUSpuc4hikjJcUKc4g7uke5vERd+z9ubyFzVaCVtZQF1VqvPSp22gb3jm+hwqt+UoElZktT7YjRRMHDkWz0llU6yX056/S+Z0WxKxMatavTxj8CIKAuiA/NtsfamsFASJDQ4QHBogMDhE8fBhhfAbP/pe/YJs8G3iCqAsK0NVUo58wUmpq0FZVTTlQP1kEUURTVISmqAjTuecmtMnhMKHe3nFjppNQT/e4t6aHcF//cRk2oDz4Q21thNrapmxXjLhr48ek16OyWBAzMxE0GgS9jv5v/BcqqwXRbEZlMqMym1FZLKgFATkSITw8TKi7W5F4mEwIen2CxE7QJNezkCNxj5OgnqL9yNneqSSDxxjVC6pJg4to8uzx5OOSIxEEQVBiW9QqGB+jmvEQ8Q6DKJKTHsE0KyOhj5y+CvwZLsT0dIxLazEtLT3iWyrgcxcc9TjfaWSpkuj7ZhMZHkHyeTEuOPIcwDzbSGTYiOTxUNiYg64m8ToEIi7CIUVyqTHqkgxeeVJKdaYaRB9jdh9QBvzxg05qFiYF0stT/L2ZNDCWp/N4asb30WgI9fcjGAxKMgWvF8nrQfL50JSVAeDfu4/+b30LyeUi6nQRdbmI2u0IWi1yKESo5TDtV1w59fdIEkgSoc7Oo55y8vHFPSja0hI0JaVoK8rRlZejKS4+6Ti26RDU6phHefI9So5GCXV1E2xpJni4lWCr8gp1dR313hS12/Hb7Qnb5ECAtovWgigq8X/5+agLCpR4wnEkr4+IzYaYkRGToEYGBsbbvAn3ELVWpHFVMRX1VjY8uIfDLfG/td8dRqMTcQz6ueyzX+Ohb34Rt20EZ3iUbfaXODf7SvRomRUtosXupVpuZrugGC8vClezmEIe3dFCvcnAr+uS/09SpJiMMN0syZmOIAh64OvArUAZYAdeAL4jy/IJCeZPti9BEG4H7gIagSCwGfihLMubTviEkvs+UF9fX3/gKEHJKd5dvDzq5I59HTF1Tb28j6/zQw7svogq+xLOiVTh0bt57uDvkcf3WnT1Bzm0OYfIEdnDTGlaVtxYQ/U5uYQ6O2m/LK7tr3jqSWS/n2BHB6HOTiIDA3g3bybq9igD4+McvB+ViZnKsrJYXImutgZddXWCROlMQ45ECA8OEe7pJtzXR3hoSJF6DCvLyODgtDO5bwsqFSqjUTGEdDoEowHRaEIwGFDp9QgGxTKQg0EQ1ahMJnTlZQg6PSq9kpkNlYh/7x5QiSAIWC68ENFsUrK2aTQIWi2e198gOuYAUY151fnoZ89OiK3x79uHf9duEFVoy8uTpG1Rjwff1q3j/ekwLU1MfDCxz8T3perQTE/U5UJyu5ECAcS0NNTZ2Qnt4YEBfDt3IofDiGZzkudEDoexP/j32Pv0G9+neEHCYeRwGCkUwv3Kq4QHB0CSMNTXo87PV2SZ45LMcFcXoa4u5KiEymREnZ2DHAwgBYLIgQCS10t4eBg5EkYOhRFUKiS/H9nvR/L7kQIBJJ9vZu4tJ4mYnj4uAc1DnZeHOj8PTV4+msICNCWliuTrJDwobxdyKESws5NQa6ty7+4Y9yR3dCjX9hQRNBolE2N+PuGenpiULueLXyD9hhsQs7Ji/6fOp5+h/6tfxVu9lOba9zPmS5x4yim10Hi+hpf+8H2i48bs8orrKKEWDwH+pdtI6YIN/Mj6bTzC+PNAlkFQBIEvLKplXioD2buehoYGmpqammRZbjjRz56Vxsu4sfEqMAf4EPA8UA/8HcgClsuyfGTk5Yz2JQjC/wFfBL4L/D8gDfg1cDVwoyzLj5/s+Y33nzJe3iP8rGOAWQYdX27pxTM+q5kjD/FDvoYuFGHHppu4OXgeciTIi31/IygpD6q8qsV43OcTDcf/hwVk5q0tY/EV5Wh0IqHOTnzbtzPyq18Ttdtj0pmZQGU2K7OUxUVoikvQFBcpBkt5OZrCwlOaqZRlGRkZlZAYDDwWGGPIp8wamjQmii3FCe1RKcqwbxitqEUrajFrzDM+MJYCASKjNqK2UUVLPzpK1GZTtjkcRMccRMbGiDrGiI6NIftPR66udwBRVPT7Go3yt9WoEdTK+sQLjRpBVDT+qEWlfWJdJSKoRVCJyky+SlTaRBFUguLNEVXxpaDIfwSVMK7TUimfE1TK71gljBtUguI5mJB1TbQLwqRt47oviHuaYstpznfi32Ti/yX2fyOPy89kZZ+YDm18uzT+XpbG30sgKe+T1qOSsh6VQIrGl+NtcjSqxG9Eo7F2ORqByPi2SAQ5GkWORJTt4YiyHnuFk7a9kwbEjKLRoE5PR8zIQJxYZqSjzs5BnZ2NOidbWWZnI2Znz6hnFyAiRQhFQ4gqEd0RsRrukJtB7yAyMnpRT6k10ZMgyzKukAuNSoNW1KJWndq9MjIyohgzXZ2E+/sJ9/Ypky99fVPG85wMKqsVXUUF2ooK/Hv2EOroAMBy/Q3Y136CLU+2J9aNESCvtJeu3f8efytwQfEHyNYU8Ya6CV/5K0Qr3fyY7xMSdBMnA4LANyry+UJ5/owcd4ozl/ei8fJj4L+Au2RZ/u2k7XOAPcBGWZbPO119CYKwFngJeESW5RsnbTcAzYAVqJZlefQkTzFlvLxH2Dzm4dpdibaxXvbz3/zX/2/vzuPkKOvEj3++VX3PkUySSSYHZEI4A4RDgoLHcngrKvtzFw9U8Hi9UFfdXY9d8T7YVVRw+ak/d11dRFZYVDxQFk8uUQwICAYJRwgJJJNzJpmZvqu+vz+e6p6eTvfMJJnMpDPf9+vVr+qu56in6pmprm9X1VMcxkbWrz+JWeteyemlI/jN5uvYUXAnAuPpRXjJ/4PIyCn9WQOPc8xj19P79r+h8OijZO+9t3pt896SeJzYggXuMoOeHverZHc3wfwudF4XqcMOZ/b8w0YFBjvzO7l/y/3kgzxJP8kLl47+BTjUkE/97lNky1mGSkO886R3EvNiDJeGGSwOMlwa5pqHr+GJgScohSVOW3Aai9sXUwgK5Mt5ckGOjbs3smnYPUugLd7Gss5leOIhInjioao8sO2B6jIvOOYC2uJtpGNp2uJttMXbuP6R6+nP95OKpbj4+ItZ1bOKdDxNOpYm5af41YZf8YfNfyDhJ1i1YBXnLj131Hr0Dfdx5zN3EpMYnclOzj18dDrA6s2r8T0fX3yOaVtGbDBHsGs34e5dBLt3M7D1aUq7BpDBYeL5El62QDg0RDg8RDA0TDA0SDg4hGaz7lfVFtxPGzMWSafx2tvwMhn89g53yWR7G+V0AtoykE7RPrfHBSids/BndeJ3dtLnDTGc8QhScRZ3LGFuevSzktbtWsejOx+lFJboaethVc+qUelbs1u5Ye0NlMISvvi891Q3+ICqkg/yZEtZPvLbj7Azv5N8Oc9Fx19EZ7KTbDlLtpRluDTMT9f9lMcH3H776K6jWdy+mFw5RyEoEGpIf76fDYPuMtyUn6J3Vi9xL07ST5KMJUl4CW7deGu1TW849g30tPXQFm+jPd5Oe6KdGx+7kb7hPtribbz+2Ndz1mFnjQpyHtz2IA9sfYBULMWyWcv2WM98Oc+GwQ0kykJi2y5mDRQpbe6jtHkzpb7NlKvv+9D9OHOTWrmSjhe9EDn+Wdz3lwSP3jM6WCplf0NQeACApJfhxYvfQiHu88P0nZx8yi2sbTuSK/gQKu6s1+KEx/+esoTudJedkT3EzajgJQoQtgIJYK6qDtWl/w44A3i+qv72QNQlIr8GzgFerKq/rCtTCYY+pqqf3be1tOBlJlBVXvXHR7hnd37UfQf/oJ/jNO5hw1MnsnH9yVxQeC5rd9zJY7vdfS5+8mRi6Rcg4r7IkvGQ5Y/cwIKNdzb9Ebmel8mQWLaMxBFHEF+ymPiCHq7dfjOPxXaytS3gPWdfyonzV1IojwQO33zom9z85M0APHfRc3n5ES93aeUcuXKOJwae4Jb1bhjhtJ/m5Pknky27L/tsKctweZhdhWm85GqCPPEIo+v+OxIdLG5fTNJPkvJTpGIpBouD3Bfdc9QR7+D8o86vnulJeO5X1C/e+8VqfZc++1LmZ+YT9+LEvBhxL86X7v0Sa3a4/+1LTrqEVyx7Bb7nV/N8b+33+Nqf3H1F5yw5my8++zLI5V0wMzzM09vWcdkdHydVFtqDBJee9I9oLk+Yz7vLePJ5bnnkxwT5HImScsqs4+nA3S+jhQJhsciO3X0UsoPEAiWjCZKBEJZK447SZg5Rvk/BDyn7QhAT5nYscA+BTSaRZAIvkWTN4KMMUaAYF05afBrzuhbjJd3lil4yxR3b7+aegYcoxJVVvc/nvBWvxcuk3WWOmQyrdz3EP66+lEICls1ezndf8V3KYbn6ypfzvPJHI/eyfO3cr9GZ7KQclimFJcphmSvuvYLHBtzoha9Z/hpO7D6RUliiGBQpBkVW961mdZ8b7WpJ+xJOXXAqxaBIPshTKBfoL/TzyM5HAHc2YE5qDtlylnw5X70c92CVjqVpj7fTFm9juDTMtpwbpGBR2yLOWHQG6Vi6+hooDHDNw9cAkIll+PLZXyYVS7l9WSxFyk/x1lveSr6cY3Y5yeeO+xBLcmnKW/oobdlCadMm+v5yH/6GzSQG9xxAoRHJZMie9jIe0lMY8t29W6pKUPgT5dwdQJk5iYWcs+gN/CbxME8nnuG44+7ggTkr+E95V7Weo3icq4+C5UteO7kb0BxUZlrw8grgp8A9qrrHhdQi8gXgA8AXVfWDk12XiHTi7onxgM4GAU+lzntVdRX7yIKXQ5+q8sZ77+I3QyOjw/yNfpdXln/Co2vPZMeOw1lZXsqCgSJ3b7sJJEU88xL8xPJKBSza/FuWr/sJ8XLzX86yh3fTt7yLXyceZ9Mc2DRXOOao55AL8tUv7UK5wI78DgKduidum70XkxieeHjikQ9GDii609144uGL76aez9ODT1f7c2nnUtrj7dWynnhs2L2BHXk3ctHi9sX0dva6M1gqxEMY2L2dR7c/jB/CbK+dVfNOxQ+UWAB+oFAus/qZu4kFih/Cc7pXkSSGF7p0CZW1W9eQLQ7hB7C8cxnzEnPwQpfmhcrWwc1sHepDgDnxLpa2L0GidAkhX86xfmAdnkIMn6NnH+XSosu1RGFd/+OEGuKpO1hN+Umk8qRwhW3ZrQwX3W66KzmbrmTNDfGqDJWG2J5zZyhTfoqetprLVUQoh2U2Dm2sVEfvrF5EPHeYKy7PhsGNFMMiKtDTvpBMor2apiJszW1lR6Gf0IPZqS4WtPegURqeMFgeZt3gk4Qe+H6CY7tXuHRPCD1QT7h3232UPQgFjp9/IolEmsCv5BEe3vUI24v9BB4c1rWMBZ2LCX0h8CHwYWOuj0cGHyfwoCPTxXE9Kwk8peRD2ReyQY57ttxTXfXTe04n1HDU65Gdj1AM3YARi9oWkYqlCDUk0KB6xiEb7YuSfpKEn6iWrQQoB3uAMFP54leDm0qAszO3k13FXbRnlWeXlnBqbgFz+7LMe2IHHU9sQRoN3gCE4rNxyTk82fsywuiSujDYTmn4ZjTYzhHtK1k+//nclLiXkpRYfuQ93L3oJH4gr6vWcSr3csXKM/FSR3BkJolnZ2EOOTMteLkUuAy4QVUvaJD+LuCrwC9U9SWTXZeInAncBWxV1QUNyqwA1gB5oE21wdAtEzCdwctjj67hmY1PsnH9OsLo4GfuvB7a64ZU3Lp5E7m8GyYxk+mge8Hoa1R39/fTP+AOCmJenMVLe0ell4olNj2zvvp5Yc8SEunRT3ffvHE9xWj0pNmdXcyaO/pm1e3btjA85EbiSSZT9Cw6bFR6dmiIbds2R5+EpcuO3GN9n3rycSoXuHd3LyRT94yTvk0bKURDd7a1dzKve3S379qxnYHd/ahC3I+xaMnhBAohSohSKBVYs3kDmxJxBpMJyh1dbI21scXvYKs/8vCwZ+tdvC37n/xlzVlIdj4nl3tZlEvwq03Xov4C4m0vQzzXB+2DGzjmsf9h1u71o9oSCqxfAA8fJvzlcOGRJcJg5uDc6XsKGfFoV482hDY8MsU8mXKRjjCkzUuSSbSRUkgqpFRJlQsks/0I7gtS2+ehQICgQFEgm91OTiDnCYX0HHK+Tw5lWJQsymCQI4uS9YSc55EXewSJMWa0ZKikVWnDJ+PFaUPIqJAGUsUC6WKWtCoZidGW7CStQlIVD/DCMjK8HcH9yikdPZSAgkBehAKQy++kSMiweORSHQzHYgwDw6IMEbI7LJEVJe8dnPvvZFE5+hnluI3Kig3KkZsgUffbVz7ZxWNHvpZt3ScDoFqmnLuToHA/p819CfNmHc19sXU84fWxcPFabj/yVH4jIw+W7Sn3MbfUT0cpy9xyiSMlYKGEdGocr+yTK0CZGOWwTDLhk0l7dCRTBOUAikWKZSFfghIh4kEm45GKpdytn8U8YcljuBhSEiXUkEzGJxGPkYjFCAt5KAu5vJL3oByUSSR90kmPdDJNED3LK1+AogqFoIwfFzJpj3QihQZAIUc58MkVQ4qEIK4N6XgS8cS1oeyRy4cURAnDkGTGJxnzSScSBMU8BJDLKUVPKJZLxBM+mZSQTqQJSmUojaxnkRCvsp7xaFjHQo6w7DFcVEooIW49k/E4sZiP76Vp7+jg9DOnfuTG/QleWnGo5IXRdGeT9P66fJNd10TLpIDZY+QDXJDSJGn5WOUOpCv/+HNu7DkHjlgydsbF46TPXeKGPGgmxcjTq5tZOs4yFiyBPULIGp1A57Fj17F8nGUsGSe9ewl0j5GeAI4cuw29uo7Xbv8Rjz7yak4uHM3yUjd92Se4fedtSPJ0YqlVxMs55vfdSc+We5i1a110uA6bu+DBXuHBI4Q/Hy7kUpP7ZSeqLnCIXpUv9bSGpEM3L61KKgzdl32oZDR00zAko0pbGNIeumlblJZWnfBlbk0N9Y+TYcc46S5wyYuQEyHvuWlOPHKeuAONKK3gVd57lASKItVXSYQiQjGaX6rME6ppZRFKAmURyrj5lffl6L0xM52viq8QQ4mrEmv4HhLq5iVUieM+x1RJRq94NE1EeSvz3T4sdNPoczpUMqqko/1VKgpCJm6cB1oO7x6n/LamKQEw5AnDnsegeAx5HllPyIqQjd7nxGPYE7LRfisn7oeZnLh9WLZmX5YXj4IIxf0MigoJ4aFlwkPRV3i8rBz9tLJyvXLSk0pvH6QK/Zy45hsMtS1iy/zT6FuwikLmbLz4Uu7b+StOCPOc2bGSlbGl/HFjN6tyDzJwQhf3ee6ilb5YD32xHkiP0ZB9Nd5gZns+23O0iYz/0DZO+njrVWlD1zjpY5nAoG3Lh9dx1wSqOpi0YvBS6Ypik/RCXb7JrmuiZSp5xwxejOnVdbx+40/pWvtGlu7OsWn4Hn6afwb1uomnXsrCge30PPEN5u54GE/L7GyH1ccIf1rm8WCvsLVrzy+hWUFAVxDSFQbMDkJmh6ELHEKlTUMyUWDRFn1hJ5Xql3ty1Bd9SEKbD8h0KBCIgjGFfTpPOjncGSQXyNROA3Fnlsp101CI0oUwyh9GdYRR2RAhELdaYTTfTV3ayHz3tO4wWp7iylPN6+ZpNX3kcwhoNK+Sj2qdtS8ZeV93tqs+H3VlqXtPzXKI6mOP9Mbv67f5WMb7u5cG76tTrXzWhnlqX5XGSM1aSV1+TyvzXH1eJU/N/Oov/dE8r3a+jnz2os+Vejy0Jn30Z5dXR733o/e+jtTlR/X60XtfXT1+lB7DBR9+VHcsyuNH8+M19ZoRPjArVGaFATB5l/UGQCEKaApRkFOIgpxi9INN1vPIigucKsHRsCfs9jz6fZ8Bz6Pfd+9LMWFNr7CmF647CzqyyglRILNiwyaWrf8JRzx5E7tmHeECmXmv4c/D9/HQwH/RnZzDsrajSRTOJVNYQ+HUFGv8EydtXc2hpxWDl8rF/Xs+WtpJ1uWb7LomWmZCbWh2uiw6I7NivPKmNYgGzGM784NtzCvvpLuwi7mFIeYN5+ne2I63YTmbsg+zNRDiQZz54QKUfoZLV7F+bo4Hl4cMz1JynUospswKlEWBclwAs7ZAR+AxK4D2QEgHPopPmQRlfAI8AjxCPEL13IFv5TPCEB5DSHQwK9FBrDscCqI8YXTIE6pEB7bR52o5r1oucIc+o5ejUm3DSJ3eqLZV3+voPCP1Vw6A3atyEDf64FCjpSt+TUlf3Br40efK2vvVlmv0WUfKECKiNXWG0YFdZSsxah41n0daSc3W1NFpMpLGHmVG3lOznrX11JehLq+bOn50ENmobNO/2SZ1NToYr36W0X0xnoksf8/5+1bfVGl2PrF5ANV8jSZ6bnLUX4DW/zWMzqONyjRts1SnteWqgW7DNlSC1NFl6+ugQZ1a9776V6qV4HrPtLBB2cr+ona/Edb851bL6Oh91sj7kfm1+8pKWqCVukb2gUE1NGzcL7X/q151P+SW5BPiy8h+p7Jv8muW7lf3USGehNU6fEb2bX7N1hjZz43ed3nVfZqb50c/OXjU7ufc+yQhGUK6K+0SrWlbQCya+oQUJSDrhwzGQgZ9ZZcPu3pg52LhJh8KoZAYEjK7HqNj1+PMGvDpzh+LxyLCUpr12S0Ud26ibUuGS/o2s/6Yx9neEWdnOkV/oo2d8U52+l3skHmUpNnhl5kpWjF4qZyfndMkvXKCbXOT9P2ta6Jl8sDABNpw0PnQ6S/noi2b2Lh+HUH0dObued20dc4alW/L5k3kci4+S7d3smD+/FHpuwf62bnTXbaTSMRYtKR3VHqxWGbT0+urnxctOoxEavS52L6n15MvuucSzOqaS1fX6POnO7ZvZ3D3gGtDOsWChaMv8cpls2zp21T93HvEnve87M16dnTOZm7dQ+J2D/TTH61nKpVk0ZLe6FdKj5gIQbnMwJY+MnNmE29bwJx5pxFLxdxzLAS8WIJCMY8Xenh+jGQqQzx6Qrl4MfB8CoEShO6L0POEdHzkYWoiEIRKsRwdQIuQitJrr0QqlgMk+jKNeeKen1EjCMLqF68ngufJqPJhqITRPXLupvDR5VWVIFS8aL4njBrqUnDtrB7iROm1eervwau/SbM+vdFQmo3y1M4Jw7rDi7o6wlCp/ZW/fj3ddhj5XJ8OUK65kdUToe5xNQShVtspIg2XEdQsJObXVaBKuTbdbezRy2jQn3sso9KGBsvQumXE69sAlGrW02+wjGDU30yT9dTmy6j8TVWX4cke/VWbLtBwPStZGqWr6qiRqOvTK3VUlyGNl1HJ0bwNzftzIutZrunP8bZ1o/4cb1vD6P6MNdrW4/xNad3flD/Bv9vaxdT/7zRaz0ojGv3vqDb+/6xdRu229mTP/UylvyVq2x77mXH2Q3uzn9ImeYK6m+Er26Ea8DVYz9rF1v5NKdr8b6pyBq7ZPqK6LRr/TRXKI+1MxkfSK/Vmi+Xq+0TMc32uQfQcpJB8Nkc5KKJhiOf7xBM+QRhQLuQhULL5XWRzWcIgJCZxYgEUhncSlstkC0XKqgwV83hJIR4T0okMYVBEi2WCMmTLUNYA8SCd9knFkyBCmM9DCNkilDREVUlmfNIJn5ifJChm0TLkCu5eSi2X8dMx0nFIJTOEpTxaCikWoRBCOQyQuEcmJaQSaTQMCQsFCGC4BCUN3D0vKZ9UMoF4PmE+hwZRGwANA+Jpn0zSIx5LEZRySEnJ5XGXHJfLSNKnLSmuDeUCWgwolyFXv54Jd02ZW08hW1RKYYDCqPX0vDjtXYtpNa0YvDwQTZc1Sa/Mf/AA1fUQ7uqIbhFpU9XhJmX+vK8360+33uXH0rv82Gm5gWs6tMJ6to+fZVyp+DhPjx4vfRLExl3EeL80T+SX6LHzNAo2RmcYp/oJbKZE7CC4+GUK+nPcvykzeQ6G/pyCNiTH30nst3FX46DYT7XGts6Mc+9HW7LRYebI88na2ybj283MNAfBN+xeuxUYBlaKSKPboc6Mpj85EHWp6m7gdtye54z9XL4xxhhjjDFmgloueFHVLPAV3L0lb65NE5HjcQHF71X1zpr5Z4vIahF5z/7WFbk8mr6jrkwKuBDYDXx9n1bQGGOMMcYY01DLBS+RTwN3A58XkfNFJC0ipwI34MZGvagu//uBVcC/TEJdqOotwFXA34rIR0WkU0QOA64FlgBvU9XmYx8aY4wxxhhj9lpLBi/RGZOzgStxZ0EGgJ8Bq4FTVPXRuiL/AwwC35qEuirl3ge8BXg17ob+h3Cjej9fVb+/XytojDHGGGOM2YPUj4phDg4ismbFihUr1qxp9gxLY4wxxhhjWs/xxx/Pww8//HCzR4aMpSXPvBhjjDHGGGNmHgtejDHGGGOMMS3BghdjjDHGGGNMS7DgxRhjjDHGGNMSLHgxxhhjjDHGtAQLXowxxhhjjDEtwYIXY4wxxhhjTEuw4MUYY4wxxhjTEix4McYYY4wxxrQEC16MMcYYY4wxLcGCF2OMMcYYY0xLEFWd7jaYBkRkdzKZ7Fi+fPl0N8UYY4wxxphJ88QTT1AoFAZVtXNvy1rwcpASkT4gA2ycpiZUoqYnpmn5ZmKsnw5+1ketwfqpNVg/tQbrp4PfdPfRYUBWVXv2tqAFL6YhEVkDoKrHT3dbTHPWTwc/66PWYP3UGqyfWoP108GvlfvI7nkxxhhjjDHGtAQLXowxxhhjjDEtwYIXY4wxxhhjTEuw4MUYY4wxxhjTEix4McYYY4wxxrQEG23MGGOMMcYY0xLszIsxxhhjjDGmJVjwYowxxhhjjGkJFrwYY4wxxhhjWoIFL8YYY4wxxpiWYMGLMcYYY4wxpiVY8GKMMcYYY4xpCRa8GGOMMcYYY1qCBS+mSkRmi8ibROR6EXlYRAZFpF9EHhSRz4pIzxhlF4nIN0Vkk4jkReRREfmkiKSmch1mAhGZKyLvF5FbRWSHiJREZKuI/ExEXjlOWeunaSAip0f/RyoivRPIb/00RUQkJSKfEJG10bbeJCLfEpHF0922mSjqj8tEpCgiV08g/5tE5A8iMiwiO0XkZhE5YwqaOiOJyDnRvunR6P8lKyJrRORyEZk3RjnrpykkIqtE5NMi8lsReSbqq6fGO05olX6y4MXUuhC4BpgbvZ8PnAB8H/gIcH+jL3QRORK4HzgDOA/oAv4ZeD/wazvgmnSPAF8A7gBOBWYDrwa6gZtE5PJGhayfpp6ItIvIvwG/Bo6aYBnrpykSbctf47bth3Hb+jzctr8/6gszRUTkbOBB4J1AfAL5r8B9Z/0UWAScDOSBO0Xk/APX0plJRN6N+385DbgE951zFPBt4O+BBxv9z1g/TYv/BT4EfAc4hZHjusNwxwmfqS/QUv2kqvayF6oK8HfAbqCtQdpNgAKfapB2FxACJzSoT4HLpnvdDqUXMAT8vwbz5wO7om1+uvXT9L9wgeYvgSOA9dF27h2njPXT1PXPv0Tb9N1180+M+uC3093GmfICXg8MAO8GLo765eox8r8oyvO9uvlpYENU17zpXq9D6QV8ACgAhzVI+1zUHzdbP03/C9gOfLzB/GdF/ZEH0q3aT3bmxdT6EXCuqg43SFsbTWfVzhSR5wNnAr9X1T/XlbkaKALvFZH05DZ1RrsP92vKKKq6FfhD9PGltWnWT9PmUlV9kaqum0hm66epE23D9+C26bdr01T1IeBu4Lki8rxpaN5M9CSwQlW/ijuIGs8/R9P/qJ2pqjngWtx31SWT2kLTB1ynqhsbpP0kmr5IRPya+dZP0+Ovga82mF85lksCtWfxW6qfLHgxVar6tKreUz9fRAR3GQXAz+uSXxVN72pQ3xDuEoB24JxJbOqMpqovUNXfNUneFU2lbr710zRQ1Rv3soj109Q5B7ct/xRt23qVPnj11DVp5lLVu1V100Tyikgn8Fe4IOf3DbJY3x0Aqnqtql7UJLny3aNE3z/WT9NHVe9Q1R0Nks6Mpn9Q1X5ozX6y4MU0FV2vfwruGshnAR9U1f+ty3ZSNH2ySTWV+SsPQBPNno6NprfVzbd+ag3WT1PHtnXrOgHwgW1NAs9K350gInacMzUq3z13qWo5em/9dBAQET8aBOZNuDP49wJvqMnScv10UDTCHHxE5KPAIO4SpdOB16rqFxtkXRhNdzapqr8unzlAokDzBOAOVb29Ltn6qTVYP00d29ata6J9l8INaGIOvDfjfrmvvRHc+ungUACeAf4LuBF4ed2lzC3XT7HpboCZPCLyfdzB6954s6qurp+pqp8Vkc8Dy3E7pR+KyC3AW1S19g88E02LTeov1OWb8Sazn2rq9ICv4G6qe3ODLNZPe+lA9NMEWD9NHdvWrWuifVfJ2+ygzEwCEXkp7pLXK1X1NzVJ1k8HAVWNiUg37gqay4HHROQdqvq9KEvL9ZMFL4eWXuCYvSzT9ItZVUu40ZIuFZEy8DHcKcdX1WTLRtNEk2qSdfnMJPdT5ErcsIYvVtWnGqRbP+29Xia/n8Zj/TR1bFu3ron2XW1ecwCIyDG4S8tvBD5Yl2z9dJBQ1W3ALSJyL+6m/etE5Knox7aW6ye7bOwQoqqnqars5eu2CVb/9Wh6nogsqpnfF03nNCnXFU037+XqHLImu5+i8drfBpynqnvc6B2xftpLB/j/qRnrp6lj27p1TbTv8riz0eYAEJFluKHgfwe8XlWDuizWTwcZVd0O/AB3j8vbo9kt108WvJgJiUaBqZxS7K1JeiCaLmtStDL/wclvlRGRz+GGe31x3en6eg9EU+ung9sD0dT66cB7IJratm49D+Gew9MtIm0N0it992dVDaeuWTOHiByFe1Dyb3H3xDa65Mj66eC0Ppr2RtOW6ycLXkyViKwVkX9okjaXkVOKtcPv3RRNz6SOiLTjRuoZAsY6sDb7IHpy+9txz+b5Xc38M0Xkgrrs1k+twfpp6twKDAMrm3xhV/rgJw3SzDRS1d3A7bghec9okMX67gASkRW4wOUXwIU1o4shIh8QkcPA+mm6iMibRGR79JiLRio36O+A1uwnC15MrSRwXpO0t0TTtapaecgRqnoH7mFuZ0Y7tFpvxgU8X4kedGQmgTj/DlwAnKWqf6zL8mLgnbUzrJ9ag/XT1FHVLG6QiyR1g1yIyPG4L/Hfq+qd09A8M77Lo+k7ameKSAq4ENjNyOXOZpKIyMm4A93vA29v8Ev8F3AD/VRYP009H5gLvKA+QUQ6gPOjj7XBSEv1k92wb2opcLaIXIv7Q34c6AZeB3wSN3TyxQ3KvQX3EKPvReOI/wX3hPfP4Q7EPtOgjNkH0S8pV+MOtlYDH23w48oJwPYGxa2fWoP109T5NO7hbJ8XkT7gFuA44Du4XyUvmr6mmbGo6i0ichXwXhF5CLgK9xTwK4ElwAXRTcpmkojIabizLUncscF1zX/cd6yfpoVG0+tE5EPAr3Bn7E/GBZeLgRuA66sFWqyfRFXHz2VmBBE5HPhb4BW4ayEXAmXc9ZG/BK5Q1Y1Nyi7BHQi8DHfT1wbgOuBf7VfiySMisxkZc30st6vqWQ3KWz9NIRH5JPCJJslPqWpvk3LWT1Mk+mXxw7iHth2OGwb0FuBjqvr0dLZtphGRsQ5ILlbVqxuUeTPuvr8VQAn3hPDP1F5KayaHiHwZeN8Esp5dP3iJ9dPUEZEY8ELc1Rmn4oKPTtwPMvcD31bV65uUbYl+suDFGGOMMcYY0xLsnhdjjDHGGGNMS7DgxRhjjDHGGNMSLHgxxhhjjDHGtAQLXowxxhhjjDEtwYIXY4wxxhhjTEuw4MUYY4wxxhjTEix4McYYY4wxxrQEC16MMcYYY4wxLcGCF2OMMcYYY0xLsODFGGOMMcYY0xIseDHGGGOMMca0BAtejDGmxYjIC0TkFyKyRUTyIvKkiFwz3e0y4xOR20RE616pKO1XNfPWT3NTARCRd0TtOXMvy13SYD0vOkDNNMbMIBa8GGNMCxGRo4BbgDnAGcBs4OPAm6axWWbvna2qEr3yAKr6QlWV6W5YnfOBPuDuvSmkql+vrB/w7QPSMmPMjGTBizHGtJYXA2ngGlVdp6p5Vf0OcOI0t8scYkSkAzgX+LGqhtPdHmOMAQtejDGm1XRH0921M1X1z9PQFnNoewWQAH443Q0xxpgKC16MMaYFiMhZIqLAJ6JZ/1V7L4GIfLTu/oLlIvJPIvKIiBSiebfV1JcQkfeLyAMikhWR3SJyp4i8vsny4yJyqYg8HtW3WUS+KSIL6pZ7tYic3Oxeh6ittWm9DZbVISKfidqeF5H+6B6fF9flu7CurrNE5O9EZG3Uxg0i8jERaXgplogsFZH/iPIVRGRjdE/KB0RkSZSn/r4Nre+TmtdtjZYzGRq0Y300//Ha5YtIr4j8UER2ich2EflvEVkQ5X2JiNwjIrloXT/SbNtEzgd2Ab+paccRIvINEVkX1bNBRG4RkXeKSNeBWn9jjKmw4MUYY1qAqt4W3T/wqWjWxTX3TFytqp+N0m+P0q/CXV72QuCwmvmISBL4OXA58C1gAXAksBr4roh8rkETrgcuA34c1XcUcBfu/huAp6K2XKSqD9S1tXY9rq5r5ygiMgf4PfB+4NNAF7AS2Ab8XETeWVPXtXX3VPwTMBd4AXBEVM+ngfc0WM5pwP3Ac4ELgE7gecBDwBeAr0TLEODLUbFLa+9JUdXbcN+jjwNvVNWzGq3TJFkOPAl8KtrOvVEbjgSWRXnmAN8A/gVYglvvC4CbROQc4CXAq6P8dwGfBS5ptLDob+RlwM9UtRTNW4j7GzkKOA93v9ULgE3A16K6jTHmgLLgxRhjDk07VfWTqvq0qm7FHdBWfkH/OHAW8C1VvUpVB1V1q6q+H/gD8CEReU6lIhF5HfDXwK2q+v4o75Cqfgv4xSS3+/8CxwOXqep3VTWnqhuBtwBPA1eKyOFNygaq+ilV3aKqzwDvjeZfVJtJROLADcAs4HxV/b2qFlT1KVV9D3BnXb1fAxS4RET8urSX4AKf7+/T2k6AiKyI2vR1Vf3kGFlPBD6sqvdEfXodLkhdBXxMVf9RVTepah/wD1GZtzWp60VAB3BjzbzX4oLDL6nqmmibrQfeDmzcx9Uzxpi9YsGLMcYcmv679oOq/kJVPx0dfL8rmv0fDcpdCwijD2rfGk2va5J/UohIN/C66OM3atNUtQz8D5Ck+chqP6orswXYCRxdl+883NmH1ar6aIN6vgD8sqaex4BfAYcDr6zL+27gG6pabNKm/RKdIbod+LyqXj5O9mdU9d66eWuj6W9rZ6rqZmAAOLZJXecDeUbOrIEL4ABeKyKJmrpC3Mh3PxinfcYYs98seDHGmEPThibzj8Fd7hMCjW7yr5Q7vWbes6LpIw3yr9+HtjWzCve9tDk6W1SvUdtqPdNg3hDQVjevclbpL40qUdWbVPWrdbMrn99dmSEiS3Gjv/17k/bsFxH5K9zZsjbgZxMo8nSDeZWBHRptm13suW2IAtxXAb9Q1eGapOujZbwZWC8iV4p75pCnqs+o6uAE2miMMfvFghdjjDk0ZZvMr9xU7QHZBjej/zhKX1BTZlY0rT2QBWCSD1grbVvY5Eb5f2vQtlq5BvO0wbzKcob2om0/xQVPLxSRypmcdwI3R5e1TbZu3Chfv8bdu/SdBpes1cvvY1q95wHzqBtlTFW3Ayfj7pUpAX+POyv0lIi8b5yb/40xZlJY8GKMMTNLfzQtAX7NTf/1r56aMgPRtNGv9B1jLKtR4FCRGaNt68Zol6jqcxqU3RuV5bRPtICqBrgzLAK8K7qh/a2MnJGZbB7u0q2/wd2HdAbw4QO0rHrnAwFwU32Cqu5Q1Y+p6lLcGbCrcAMFfBn4yBS1zxgzg1nwYowxM8ta3MF7HFjcKIOIPFtEnlUz64/R9LgG2ZeOsazKmZA9gh7caFj17sEdNC8RkViTtp0V3cC+PypPi2+0PojIc0XkXQ2S/hMo4gYAuBh3P82v97MtzWxR1duje30uxJ0l+nhdvxworwHuUNUdtTNF5NjoHhwAooEB3ocblQzcDf3GGHNAWfBijDEzSHQGoXK24K316SLSA9wGPL9m9jejaaNnwFw4xuIqN4uPChJE5AxgYYO2bcMNCpAA3tigbScDt7LnDfh76ybcsMOn11wCVlmGhxsm+ZwG7duKG1VsFnAl8DVVHevs0qRQ1cdxl2jFgWtFJH2glhUFR0sZPcpYxetwI6/VeyiaNrtU0RhjJo0FL8YYM/N8BnfG4NLogYyHi0ibiJyFG1r3j9SMRKaqNwDfA84SkS+JSHeU/yLghDGW80tgM3ChiLxURNqjIZgvY+SAt957gQeBq0TkrSLSIyKdIvJK3P04PwB+su+rDtFzS/4Wd8P6jSLyHBFJishy4BrcWaF/blK8EvgFjDxf5oBT1W/i7kE5Fvj8AVzU+dH0R03SV4nI5dHfTEJEjmRkKOkvHcB2GWOMo6r2spe97GWvg/yFey6LNnitj9IvapJ+UZP64rhf8+/D/WK+C/gT7qC9vUn+D+MeyFjAPdfjCtwlYdV2NCi3EhcoDUfLuBH3y/5tNW18uq5MO/AJYA3u0rMduIcjvguIj7dNxtget9UtZykuSNsYrdNTuIBk+Th98Rfg3/exHyvrfVaDtKsbtPnqKG19g7RP1m3H2vm9Y2ybTzbbNtE2X92k7QuBDwB34EYvq/wd/Ah43hjrXFmvhn+L9rKXvey1Ny9RPeBnvI0xxhzCopHAntLoqe+HMhGZgztwf46q/mkfyt8G/BVwtqreNrmt2z/RJXRrgUtV9V8nsd6rcQ8ZvVhVr56seo0xM5NdNmaMMcY0ISJzROSUmllvBe7dl8ClBVQuGfvhmLmMMWYaWfBijDHGNHcqcLOILIrOTHwQ95yT/XVrzTNsUpNQ335T1c+rG4q60cNI94qIXFLzfJ63TELzjDEGwC4bM8YYs29qLoGq9W1VvWjqW3NgRGddfogbVno7cIWqfmF6W2WMMTOXBS/GGGOMMcaYlmCXjRljjDHGGGNaggUvxhhjjDHGmJZgwYsxxhhjjDGmJVjwYowxxhhjjGkJFrwYY4wxxhhjWoIFL8YYY4wxxpiWYMGLMcYYY4wxpiVY8GKMMcYYY4xpCRa8GGOMMcYYY1qCBS/GGGOMMcaYlmDBizHGGGOMMaYlWPBijDHGGGOMaQkWvBhjjDHGGGNaggUvxhhjjDHGmJbw/wEi9Vr97F2C/gAAAABJRU5ErkJggg==", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.title(\"Synthetic observation\")\n", - "for obs in obss[:]:\n", - " plt.plot(velocities/1.0e+3, obs.data, linestyle=':')\n", - "for I in Is[:]:\n", - " plt.plot(velocities/1.0e+3, I.data)\n", - "plt.ylabel(r\"intensity [.]\")\n", - "plt.xlabel(r\"frequency [km/s]\")\n", - "# plt.yscale('log')\n", - "# plt.ylim([1.0e-10, 10.0])" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "log_v_in 6.907755278982137\n", - "log_v_inf 9.903487552536127\n", - "log_beta -0.10536051565782628\n", - "log_T_in 6.907755278982137\n", - "log_epsilon -0.16251892949777494\n" - ] - }, - { - "data": { - "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "spherical.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "# # loss_keys = [f'rep_{i}' for i in range(len(obss))]\n", - "# loss_keys = ['rep']\n", - "# loss_keys += ['reg', 'cnt']\n", - "# loss = Loss(loss_keys)\n", - "\n", - "\n", - "losses = [Loss(['rep', 'reg', 'cnt']) for i in range(len(obss))]" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 0%| | 0/3 [00:00" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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", 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", 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", 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", 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", 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", 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", 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for loss in losses:\n", - " loss.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 100/100 [10:28<00:00, 6.29s/it]\n" - ] - } - ], - "source": [ - "imgs, losses = fit_N_lines(losses, spherical, lines, frequencies, obss, N_epochs=100, lr=1.0e-1, w_rep=1.0e+0, w_reg=1.0e-1, w_cnt=1.0e+0) " - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", 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", 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", 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", 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", 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", 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for loss in losses:\n", - " loss.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 100/100 [09:49<00:00, 5.89s/it]\n" - ] - } - ], - "source": [ - "imgs, losses = fit_N_lines(losses, spherical, lines, frequencies, obss, N_epochs=100, lr=1.0e-1, w_rep=1.0e+2, w_reg=1.0e-1, w_cnt=1.0e+0) " - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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kyBCrx6dNm0a1atXw9/fn4Ycfdvi8CxYs4OzZs0yZMgVBEIp/ggtZtGgR586d4+jRo+ZCn/vvvx8vLy+++eYbfv/998q/PO2miKJofn8IgmB2A7FFUlISv//+O0888USlu+/r7x53It26faKfl0BmZma5v3Rle+O6gsGDBzP4ln5wbivUqQN+wa4ekk4Z8sILLzB37lwCAwO5cOECnp6erh5SuWFUeZ9WC4+iesuWtG/fnttuuw0ALy8vCgoKAMn2qrig9f777+eWW24hOjq6xEFrfn4+Xbp04cKFC3Tt2pWIiAjatGnD4cOHCQgIYMKECfj4+Dh93orCw8ODzp0707lzZ5uPC4Jg7jrmKHv37uWhhx4iNzeXAwcOsHDhQgRBkJZJ3fSaXb9+fepbON7cfffdjBs3zmrM77//PkOGDKFdu3YVOMKqxZ49e5g+fToJCQnmupSi+Oyzz3jxxRcpLCykefPm3HTTTRUwyrLDPd/11yH//vsvW/761Wp/eGgg3bp1c8GIdGyyZDz8PBp+GQOVzPS8rNi/f795GXDr1q2MHj2ajh07snbtWhePrGS88sorzJs3j7i4ONLS0oiPj2fTpk2uHla5sviPP8zbYVF1OHLkCD///LM5U9OqVSv69+/PHXfcgbe3t+a5zz//PN988w2nT58277v//vuZPHmyOatWEnx8fJg9ezaJiYnMnTsXkFY3ALKzs82V0NcTc+fONRfGXrp0iTvuuIPIyEj+++8/F4/MeSwD1lOnTjF16lS6deumS9JKwerVq/n111/ZvHkzR48eLfb4tm3bUlgoyRBlW7nKhJ5pdRP+/PNPog7+Qa9uJu807wAoyCY00E9ThVmWZGRkEBQUpFlymjt3Llu2bCE5OZnly5eXy+tWWkQRzv4tbV/YBidWQfPBpKam4unpSbVq1Vw6vIriySefZPv27dx4441MnjyZxYsXA1LV6oABA1w8OueIi4tj+vTpZt1mZGQkd911Fw0aNHDxyMqXp5+eQNij8wBIzsrXLC0CPPLIIzzyyCNWz0tISDB3ybrtttvK5Rrh4+NDdHQ0AHfddReNGjWiX79+tG7dusxfy5VkZWXx66+/EhAQwNixY20e89VXX/Hss8+ycuVKoqKiGDNmDCDpRLt27VqRwy2Sa9euERYW5pR84ZdffgEgJyeHefPmudXv447k5+fzzDPP8MILL2gcPs6cOQNAnTp1iIuLK9bNo2/fvowaNYpu3boxYsSI8hxyuaAHrW5CRkYGndV2V2ENIekwFJafYL9Dhw4kJyfTr18/c+CxePFiVq9ebR7T9RKIFUdiYiL+xixCclPN+zKXT6H9kKc5czaWb775xuZNvqpx+fJlc1bE39+fZs2aAVK/+srYInD9+vXmgPXzzz/niSeeqPKaO4PBQFZ2NmGmn/MKjeQUGAjwsf17p6WlsXbtWrp06cKuXbvM+yui01PXrl0rRTCzZcsWjh8/Trt27WjXrl2xxu3Z2dnUq1ePa9eu0axZM8aMGWM34GvSpAnPPPMMSUlJgLT8bpn9djV33nknFy5c4L777mPq1KkOSRemTp3KoUOHiImJcahd8PWMwWDg3nvv5bfffuOff/5hx44dBAdL8rSpU6cyceJE2rZt69Df3cPDg99//728h1xuXPfyAHdpLvDMM89wc+cWAIg+gRBoquItzC2XZejc3FxiY2NJSUnRaGZlbVFwcDDnz5+3+VyDwcDZs2crXU/w0vD6668zpGszzb6grFja+cYBkvbsesDHx4cZM2YwYMAARo0aRbNmzUhJSeHatWu8+OKLrh6e0zz44IOcPHmSl156ifvuu6/KB6wgFWx8Y1p+l0nOsp5w5Ofn8+ijjxIdHc1dd92Fv78/t99+O8ePH2fOnDkMHz5cc3xOTg5nzpzhwoUL5Tp+d2T+/Pk89thjdOnShdjY2GKPDwgIoG/fvgCcOHGCAwcOFPucyMhILl26RGxsLJMmTSrliMuOjIwMtmzZwunTp1m2bJnDWlsvLy8WLlzIZ599VqX142VBamoqR44cAaQEytmzZ82PNWrUiPbt27utxrmsuT5+y6KZAmSavja6ahAtWrSgukcWAEJwbfD2lx4QjYiGAofPYzAYHAomMzIyGD16NO3ataN9+/bm/RMmTODcuXOkpqbaXY674447aNSoEa+//rrD46rsHDp0iGY1rD8uHwyoxrDbhpRZz3V3JzQ0lAkTJrBmzRqeeeYZvLy8Kr2DQpMmTfjw/fcIOfEbnF7v6uGUO15eXgwdNkKzLyXL+hrj4+PD4cOHyc7OZtiwYURERCAIAs2aNePRRx+lSZMm5mNjY2MJCAigcePGvP/++06PyWAwULduXfr06cP//vc/p5/vauSg08/PT/N3KYoJEybw8ssvc+rUKc01GODKlSs2r+OybMKduHbtGrfeeisBAQEMHjzYqed6eXm5vSOCOxAeHs7mzZu5+eabWblypdX75Xqi6qcViud9YLppuzOuClyNRshIlLaDo8FLWV66pV8v1m/Z6dBp/vjjD3PrxbFjxzJt2jTq1atndVxERAS//mpR+BW7hRj/6hBjXzuWlpbGkiVLAHj33Xd55513HBpXZWfo0KE0j0sHTA4P1etDyjmahhpYOu0RaDXChaPTKTU7Z8HaV0HwRHxqJ4kFQZw/f75SLE2XBMuAKCXbtrTjiSee4Pz58/Tv35+8vDy7y961atUyb5fEXzU2Npa4uDji4uLM/p7qsR45coSlS5eSm5vrltecb7/9lr1793L16lU8BeDPpyAzEQZ/DGG29dF9+vSxK7EYOnQoqampPProozz33HNuHdjVr1+f5cuXk5eXV+puirm5ufj4+Fw3WUNnCAsLY+3atWX2XhBFkYMHD7JkyRJuv/122rZtWybnLW+u+3eGuzQXkNq1mm4kvtXAS1Eq5GdnOHyaFStWmLcXLlyoqfAtkqPL4IfbYE4fSI2ze5jRaKR58+aAVDF8vTBlyhRu7636UA9RabBiN1f8gFzNhnfg656w4lk4tb5ctdfljijCvvmmbQMLXxtLdHQ03bp1M7dXrmoYLZJ49oLWcePGcf78eZ566qkidZr+/v7cddddPPHEEyUq7khNTaVly5Z4e3vTokULq8eHDRvGq6++yowZM9zSmL9Vq1bce++9PPvss3BqHeyfL2XtfxwO6QlOnevQoUPs3LmTEydOsGrVKrtBilwB7i74+voSEhJS/IE2+OKLL2jcuDEBAQGapW93IDExkZkzZ1boa546dYpBgwZZNRYqy8mLnLF96623WLhwYZmdt7y57oNWd2HHvyp/NS8/Taa1U0fHZ0CyOFvGYY/XXSaNm7EQLtq3U6levTrHjh1DFMVKaZdRKq6ekr4HRUKD3uBhKoa4ctx1Y6pAVq5cyX///Yfx8gnY8jEkHoLd8+DnUVx+qzGjhw9mz549rh6mw0ydOpW33nqLLYu/1vwPe9ZIMW+72w20LLh27RqHDh/W7NNoWtMTzDp6b29vh4t+fv75Z7766iseeughp8d04403cuTIEbKyshg/frzmMUEQzPrZ7Oxsh/SfLuX8v8p26nn4aSRkJxf7tPz8fLKysmjSpAlPPvkkAI8++qjVcR9//DHdu3encePGVaauID8/nzNnziCKIseOHXP1cMxs2LCB9u3b89FHH1k9tmXLFvbv31/mr7l//3569OjB6tWrGTt2bLlNTvr164e/vyRD/Ouvv8rlNcoDPWh1EyY+qWq35uWrybT+b9p7Dp9n5syZxMbGMmvWLHbs2GF3+UlzsUtP0GQLz+7ZyJQpUxg9ejTXrl1z/JeoyhgKIMVUYBHeBDy9Ibyx9PPlY4hGIykpKfafX8nJzs7mvvvuo0uXLrz9oHWnlZqe6WQcWatpdevOGI1GZs6cyZtvvsnpJR9oHqvjeY1nHrid119/nerVq7tohOXHypUrGWShPUyRg9Yt/4NPmsMfTrRjLciFAwvhyolSj83b25uAgADpB5WW/6GHHmL+/PlcuXLFrnm/I8TGxpZ/hjLOQsp15Rj8cicYbL9uTk4OM2fOpHHjxnz44Yf4+fnx5ZdfsmLFCkaOHGl1/N69e9m+fTvnz583+yWXhjNnzvD7778zZ84cDltMZorj8uXLZdKWtWXLltSuXZtbbrlF+f+7GIPBwKRJk0hKSuLKlSsadxT5etipUyez805ZERkZSVBQECDJJcprtScgIIB33nmHhQsXsnlz5Vkt1INWN8GQl6X8YJFpdXbptX79+owfP54uXbrYLJIRRZGaNWvStm1bqT3s4cWYpQlAypm9fPDBByxevJgTJ0p/I6rsGI1GSDkvZaEBapiC1ZqSTIKcZJrWrm5VTV2V+PPPP80TmOHtwpQHuj5p3qwT7GHuMe7unD9/noyMDARgaAPrIqTPHr+Zt956i7p161b84MqZtLQ0BEF76U+W5QHHTRmXI0scdy3Z+gkseRy+G1x2MpHYzfBhfSlLaTTSpk0b7r777lJPIjp16kT9+vVZtGhRmWUpFy9ezJo1a6T3fkEOXDI5iUS0gDCTn+bFXbDza5vPz8nJYfLkycTFxTFz5kzS09MBGDJkiM0OYE2bNiUoKIjmzZubjy0Nv/76K3fccQePP/443bt35/Llyw4/98EHHyQiIoIxY8aYO6gBYDTA+W2w6X048mex5xk4cCBxcXGsXbvWbTo0eXp6snDhQvz9/bnjjjs0Qet3333HuXPnKCws5L333iuTwF0mKiqKtWvX8vDDD7N+/fpynTg///zzjBkzpsSyDlegB61uwguTnlZ+sMi0SnrXsiM+Pp6rV69y6NAh4uLi4NAizeMxAcqHU708mpaWxuHDhykoKODEiROsWLGCv//+u0zHpiY/P9+pC2h5MXbsWMYNuFHZEW6qDo5QtHd1fLPYt2+f2fOzqjFu3DjWrl3L4MGDaFstTdoZXBtajjAf89UHU5g8ebJrBugkDRo04MqVK/y3eCY1vLJNO1WrEsdW2H5iFaBjx448ZrEEb3YPyDf9LYwFDi1pA3BS8nUm+ypkJJCXl1d6z96dsyE/E85shMtHSncuFVlZWVy6dIkXXnih1EVDMs8++ywDBw6UOhfG75P+dgCNb4K7fgVPU+C56X2b9QJhYWFmf+ARI0aQk5NT5Ou99tprZGRkcOzYsWKN5B0hMjISkALQTZs2ERER4dDzcnNz2bRpEykpKRw9elSRkfwzHT5uCt8Ngn8+hEX3K5rxSkarVq04ePAgP/74ozn7CVKB4ksvvUT79u1Zu3ZtqSy7jEYjWVlZmn2NGzdm7ty5+Pm5zIXTbdGDVjdh3GjVMlAJMq3OZA0yMjLo0aMHYWFhdG8WAQn7NY9HeGWyc+dOkpOTueeee8z7161bR5s2bfD396d58+YMHTqU6dOnU1bIwTRI7UHbt2/PuHHjXK7bio+PJ8ZPdSOpYQpa5Uwr0KNJGO+9957Lx1peCILALbfcwl/zPsYzzySDaNALQmLMx/jkXHHR6EpGjRo1uNFX5anZfQLU7iRtX9gGWVdtP7GS0717d154Qeupay7EKshWdmY4kDXPz4JEZUm5X7cb8PPzMzcosYUoihrZUXx8PB06dOCuu+5i6dKlUob3/DblCYnWS9bFBXYAR48e1RwniiK33HILADNmzDDr+UpDSkqKNPHH5HF9QdWOtG436VrR81np54IsWP2KzfO89NJLnD59mu+++84cRNqjrD1Ne/XqxezZs3n44Ye54YYbHC72yczM5P7776devXoMHDhQ2pl0FDa9K01g1CyfBOe2lum4y4P09HSra3jjxo2t/iYeHh5MmzaNrVu3UqNGjRK/3okTJxg0aBAjRozQZqp17KIHre6COjD18tNkWh97+H6Sk4vOeixbtoxatWrRr18/Vq5cyfr16/nzzz9tFsY0b96crVu3cu3aNR7vqlp6MGUEPDOT6NyhrdWyxM6dklZLvRRy6tQph3/F4nj11VepW7cu48eP59577+XYsWNs3LiRH3/8scxeoyS0bt2ans1rKjtkLasq0/rmU2OYOHFi1TfJVt946veCoFogLzWnX3TNmEqKoVBaBgfwD4OGfaH5bdLPohHD0RXmgKSqYbS4MZsLsTRBa2LxJ4rfD6JyPRDypCy8LdsrURQZNWoUNWrU0LSmPnr0KPv372fBggWSgfqVE5Cjut4lKjrpEydO8PjjjxMTE8OVK9IkKS4ujqVLl2oC1MzMTAYOHEibNm1Yt26dNDZBYNmyZRw8eLDMpDx+fn4sX76c9957j7vvvlsbtNbpIn3v+ZwiEzi+wmYWPyIiwqY1oYbcNMez307QtGlTHnvsMXr06OHU82rUqMGsWbOIjY3l3XfflXaqfY6b3wadTF0CjQXw6z1w7YxD53bF5D8vL4/evXszfvx4h1YKBEEgMDBQsy8lJYXZs2c7PP6XXnqJtWvXsn79esl5wgUYDAbWrVvHQw89VCKP5YpGD1rdBbUEwMtXk2mNvxBbrHbp2LFjJCUl8ffff5OQkMAtt9zCyJEj+eabb+w/SRTxOGISkXv5QetR8gNS1asF/fr147HHHqNDhw68//77fPLJJ8yYMcPR37BIEhISmD9/Pjk5Ofz111/Mnz8fQRAYOHAgvXv3LpPXKClff/01I3qavGs9vCHUdHMJa6gE+tfKLnh3J6y0WudUgv0GvcDTC6pFST+nlb4opEK5cgyyTRm/FkOl4roWSjC16rOnadCgQZXMgNj1aS1QZTAdybRaOI3c0KoRt912G1FRUVaHCoJAfHw8ycnJ7Nmzx7w8f+3aNbPrSYsWLbTV9wBJStC6ePFi5syZQ0pKCl999RUnT56kXbt2jBkzRvOUy5cvk56ezpkzZ/juu+80j7Vp08Yqc1bSIMnf35/bbruNKVOmcOfo0UoRVnhjCDIts3v7wRBVw4SlT0HKOedeKPUCfNkVPmoIF3eXaKxq1q1bx8mTJ0t9HpD+r2Y7tDMqm/PbPpV8attIvuHkpMAvY6TvNli1ahV9+vShZs2abNiwoUzG5gyTJ0/mwIEDzJkzh+eff97p5+fl5TFy5EjGjx/PmDFjSEtLK/Y506dPx9vb22yZ5gpyc3MZMWIE3333HXPmzHH71cLrPmh1hzau+fn5JF9R3SAsMq21aoRSUFDATz/9xJNPPmnuQa0mICCA5s2b4+XlRadOncz7i7S8ykhQKuKb3AK12iiPJVu3Ihw8eDCzZ89m7969TJ48mWeffZZBgwY5/osWQUBAAG+88QaRkZFMmjSJHj16sGvXLlauXEmDBrbNuSsUOSgNaygFaiB9l/Wtl4+VS7tdVzNx4kQGDBjAypUrMRoKlUxraD0INRUpBUsSgfxr53jiifGcOeNYNsVVXLt2jWeeeYa/f5+t7IzuIH0PbyQ1jgDa1hQwGAxVri1pTk4OhQat9jolqwDRaHQ+0xq3S/Pj9LemsHz5cruZzB49etCkSRPGjRtnnoiPGTOG1NRULl26JC3fq6UBIGVaTZ+t8ePHExAQQK1atQgNDWXEiBGkpKTQvXt3zSpHw4YNadmyJaGhoXz66ad2h5+dnc3kyZN58MEHi/9di+PqCchNlbbrWDSlaNQPbnhA2s5NlbKO+dk4zOrJkBEPiHBoEVOmTDEXTzmLwWDgwQcfpFmzZgwYMEATpMTHxzNz5kwmTJjg9HkpyFH+d7XaQFBNEAQYNlPJOl87BYse0DhDyOTk5LB582auXLniEtur7t27ExoaSnBwcImC1m3btrF1q3R9PH78uJUe9dixY2zatEmzr2nTpmzatIn9+/fTpUuXkg++FAQGBpq9lQsKCtx+dUnviCW1cX3DlQPYv38/0x64lz/GmKw+LAqx5s76ggu+vtx3332ANDOaN2+e5hwTJ05k4sSJ5OfnIwgC//vf/wgKCqJZs2b2X1idGYtoAdWV4DD+6HaWrD/DyZMnmTx5sqbjTXkQEhLC1KlTef75580X0RtuuKFcX9NhclIhy6TXlPWsMjWbS4UiuamQmURcagGPPPIIN954I++957hVmTuSnJzM999/b/bGvPDfSnxzVHpWmZAYuAg+FPDr97O59daBNGrUyDWDdoC9e/fy+eefE97Xl759TBmiCEWfTGg9SDlHTLAHjzz8UJWTfNx0003sOZNI1IOKYXq+wUhWTjZBoiqYLS7TKorWns659rNLV65cYdq0aXz88cdWjwmCILUotdSzgpSZS4+HkBjCwsLYsGEDHTp0wNfXl8aNGzN27FguXrSWpowbN4527doVqREdMmSIuZj04YcfplevXnaPLZYL25XtujY6qQ38EBIOQvxeKRBfMQlGzpYCu6I4vV6SFcgkHeGPP05z4sSJErlbbNy40WyVFRMTo8k6jx07li1btiAIAq+88goxMTE2z/Hbb7/Rt29fatZUyabObwODSebWqL+y39sPxvwMc/tLGeOzf8PKF6UGLarOVy1atMDLy4smTZoU2ciivBg9ejRdunThxIkT1K9f3+nn9+vXj/Xr1/PII48wf/588+8giiIrV65k6NCh1KtXj5MnT2q8j52VZZQHL774Io8++ii9evVy++vddZ9pRWrjGmT66l/MseVCZmYmfurpg1UhVq6k9TJR1AfKx8cHb29vnnvuOR577DGbPq133HEHAwcO5PvPVUFVcLSm3eClQ1t4+umn+fzzzzWvXZbs37+fY8eOafRDfn5+JSqQ2LZtG7NmzSqfpdxrqq5isp5VRqVrPbVtOY0aNWLt2rXmVreVmYSEBHN3oieffBLfeJX/ZH2VZCNYubHVCfFwe0P+ffv2AdAyQnX5i1BN7kLqAOApwDf/e7tENzB3Ji0tDVtrAlbLmcVlWlPOKZM5GTnTaIPu3bsTHBxcdH/61POmjCKAKphT6Vq7du1qDgiGDBnCjh07+Pfff63soSZMmFCstGjSpEmA1M3J2aYFOTk5/PTTTxw9elSS0VxQfT5sBa3efjDmJwgwFe4c/FUK4IqiMA9WvqTdl3SEmJhoQCqqddaxpGvXrnz33Xf07duXBx54QPPYHXfcYd7esmWLzeefP3+esWPHEhMTwyuvqArL1NKARha30qAIGPcr+FSTft7zHXzVFfb+ZK7naNasGdnZ2Rw9epTHHnPCJ7gIfvnlF7p27co777zjUHvhOnXqcPPN1j7UjtK3b1+OHz+uaYkqCALXrl1DFEXOnTtn3T7dDWjfvj19+/Z1+4AV9KDVLdq4RkREcEs/1QzfyvIqD09PT2644QaCgoJo1apVqV7v77//Zs2aNSSfUxnBh9RWtJpA7UAl+Dt58iRr1qwxFz7IZGZmsm/fPnMQ4CzPPPOMeQmvKJ87g8FQZCB05swZ+vXrx+zZs8vc3P6PP/7g1fF3KjtsZVpNNKqWT/v27QEc7iLkzrRq1Ypdu3axdetWqUPPWdXSlibTWtu8uWrhNzz9tMq+zQ155pln2Lt3Lze1k4JTAiMgQOU9q3JEIL2S6XQdoG/fvnTvbp3dSc+w0M0Xl2m9uMt6X04qIF0b1NeL3Nxczp49S05OjmZiaWn1o8myNlNJj5Lsf65btWrlsE2TJcOGDWPOnDlcunTJ6fft/v37ue+++2jVqhVTp05Vss4B4daTW5mQ2tJyuYzsi2uP7V9CsoXcJieZn2d/QlpaGsnJyXh4OHcbr1atGg888ACbNm2ySmrccccdzJgxg7i4OMaOHWvz+T/99BOiKFJYWKgtHpODVi9/a3kEQGRLuOM7EEyB0dUTsOxpmHcrFOTg4eFR5tfNZcuWsXPnTl5//XWrYuakpCQ++uijMtdwenlZL2D/8ccfNGzYkHnz5lnpr0vE4T8kD+O9P5X+XJUMXR7gBrRp04Y294yDlaZKfxuZ1gEDBpj1Rw7NrAvzpcISOwUHgiBQN1T17w+OBp8AqRo8M5EIz0wWL15M06ZNqVWrFnXr1iU/P5+HH36Y2bNnk5eXR0hICEajkVtvvbVIixt7HD8utc6sX7++3RneU089xQ8//EB+fj4ZGRk2l40++ugjatasSfv27cu0NzNIAbGQcQmz3DmsofYAVabV4+px1q1bx7Zt22w2daiMCIIgLV9lJ8MZU9Bas6X0fpFRZVqjA41gwxDdnfD19aVD29aw3GTLU8NCQqP6fUiLgzol78Dkjnz55ZccvJjKsC+0BU9WxZ7FZVrjrNs9ZyXHM7hPH7Zv387TTz/NJ598Iu3PyuK+++7j+PHj5o5WWVlZ9O7dG09PT+677z6eeuopBHURVpfH4cRKaTuxbCejMoIg2GyV6ghqZ5aO7dvCiTnSD5Gtil7yb3IL+IZAXhqcWgPidNvHi6LkVwvSPaHtnbBXclKpxTUIbl+icRdFrVq1mDhxYpHHPPzww/j5+bFw4UIlAEtPgMtHpe36PaSssi2a3AKPrJc6rx3/CxAlb9uN78KtZS+nys3NxdPTk5iYGE2yJyUlxSx5O3fuHF988YXTwb8zfPPNN4SFhZU+k5mbJkkrDpqytWc2SkXcnUv2Hq6MXPeZVrdBY3nlC55KcLb4t1/YuFGaxQqCYPXG//rrr7nxxhu59957JQuqMxsRp9Uh+5vBHLcQtAuCwJUrVygoKGBEf6Vgy3yjNkkEvDIucfuIEbRu3Zo1a9aQk5ODwWAwZzR8fX2pU0fKVJXE9spoNDJlyhSeeOIJzZKUJV5eXmRlZVFQUGCzxWBhYSFbt27l4sWLrFmzxrycXVZ4eHhQr4ZiKk2gRUYnrIHyv7p8nJCQEAYNGiQZjSNlnDZu3Fh0QVxl4NgyxTS9zWjtY+rMZGVxEEiOVTqcRTTVPmbx+1RF9wCjjeRSVqZF0JqZJHU2soecafXyR17K9xdz2b17NwUFBWarKYDw8HC+++47tm/fzqBBg7jxxhsJCgpi79697Nq1i0WLFkkTzvMmXah/dUmCEmjSTNrwanU1gwYN4uuvv+bRRx+le5sGivWXasXKJp7eUmEWSBpPe+1vkw5Dpmni0HIENFVlnuUA0QnKKqMYFRXFCy+8wO7duwkLM61QqFdhLKUBlsR0hLE/w5PbpeAdpIzy+e1FP68YLl26ZGXx+Oeff3LlyhX++OMPTUIjNDTU3Cxg48aNpKamluq1iyMiIqL0AWvaRZjdWwlYZVa+AAfcT3JQXuhBq7ugsbzSZlqPHdrPkSNH2LJlC1988QVvvPGG5ka6d+9e9uzZw/z586UL03/fIBTmEhC/jVEDutt8OU9PT7yyTC4E3oHgZ7p4yMVYhjyztqxv37589NFHdOjQgXHjxkk3/F3fMv6+O3juuee0uiYH8fDw4JlnnuGrr77irbfesntc165dpQ4+jz1msye1l5cXBw4c4JdffuGjjz4q8w4izz//PI+MG6HsCAjXHuDhCTVMQc+V4xoHga+++orQ0FBuuukmtm2zKC5xY5KSkqztcA79rmybrdFMBCvygEqznH5VFSioi7BA8/vM++wdwsPD3d4GxlksfVoBsrIsepyLBvsNFvKzpaAKJOcFX8myyiM/g379+tG5c2eGDx9uc1WoWrVqmuBCEATJ7icjUVkKr9tNKtKRHU2Sz0Je+U/8cnNzHW5F3KhRIx5//HHmzJlD7YBC5YHiglaAprcq26fW2j5G7Xna+GZpeV0myfmg9e233+bOO+90Ss7l8Pteo2d1sA1rzRYwaJr8SvDnE5w6eoAHH3yQNm3aMGfOHIfHaTQaeeCBB+jatSsffPCBRm5WvXp1q6JeQRAYN24czz//PP/8848SfLsrhgL4/SHFKi0oEjqrdL9/PlG81KSKoAet7oJlplWlafXzkpbS5s2bx4QJE3j77bfNnaNA+gAGBQXh4+NDwwYNFK9AwFiUrUq6SZgeHK0sT6mKsWTbq5iYGF588UX27t0rLbH8eg/89RyvtEvlf//7X4mX1xxh3Lhx7Nmzh9mzZ9vNonp5eTFu3Dizz93+/fvZtcuG3q6kyN1dBE/wC7V+XNa15qVrirYaNWpkvnj++++/1s9zU+bOnUuzZs3o0KEDBw8elN4nstVV7U5mSygzgRGSfy2QdGov7777rpX+2V1Yvnw5H330EWd2rlR21rCfaQ31yCIjI8Mt2gmXJbaCkdwsG0GhPV1r4iElU12nE/ibJr25qSxdupSdO3fy7rvv2lxybd26NZGRkfTu3ZvPP/+cCxcuSPrJK8eVg2JMQUat1vKIS5RddJScnByef/55ateuzVNPPeX8CVJVtmihDlT0N75F2bYbtMpepYKUmQ2pCz5SdrAw4SD/+9//ePbZZ/n555+LfbmMjAyWLVvGokWL6N27NxkZGUUef+LECaZMmULTpk05f97as9sKuQgtKFJb1Fgc7cYpGeSUWKof+YHvv/+ew4cPs2PHjqKfq2Lx4sWsX7+ewsJCfvrpJ4eaA8yZM4ePP/642A5kbsGm95T7emRreGIbDJ4O/V6V9okGyUrs7N9gNML+BTB/NHw7QMrOLrirXBpTuAI9aHUDXn31Vb6YoTKftsi0jh09krlz5/L999+b96lvorNnzyY9PZ3z58/jlXZeMUwHHn3wPtsaWKNBuSGpl0NVtlcpZ/fx559/Mn36dKXyMjddybDEl6wAq7zIysqiX79+dOjQoUQ+e3aR/54BYRqLFjPqnvV7le5dXbt2pU+fPkyePLnM/Gwrgt9++w2AI0eOSBKQI0tArjdvPdr6CR4eZo1r5qUTvPbaazalHO7Azz//zMsvv8z2Zd8rOy0zrb7VzCsPTWr6c+utt5Kd7YSnphtz5MgRGjZsyAMPPGT12GVbXffs6VrVzUcimiuTuZxUm8ug6pUhT09PLl26xD///MOECROoXbu2tFSrfi2TgwO1lCpsEg/a+7VKjZ+fH6tWreLatWssW7as2GYuVqiD1uoOZFqDIiC6o7R9Ybu1VVhehtJdK7oDBNaQPmc1pYm757VTvPTiC3z22WesWrXK6vR5eXkaSZKHh4dZX/z4449TrVq1Ioe3adMmPvjgA06fPs3vv0urLC+88ALPPvsssbEWHt7ZyZBm+v2jOxZv4aVGEGDoDPOkNzzzOMHBwYSEhDhVlDVq1Cg+++wzqlWrxvz588ukRa/bcHo9bDV5DXsHwh3fS+8HgN4vQDdTAaEhXwpOv+kHf46H0+ukQDfhAJz4S9IRVwH0oNUNuHbtGgZ1RtQi05qfnW42bB8yZAg7d+6kSRNtFbsgCJKwPE47O31uwhOabMfOnTsZP3480159VtFgqQtPVJnWU/+tYeTIkbz00kvKcp7a/inTusmBo5w5c8b5G4OKtLQ0KyuuwMBACgul7M+2bdvKrsVslhy0htt+vPXt5uVR9s03Z81DQkL4+++/ef/99+na1UY1rRsiiiLPPvssAwcOZMiQIVIrX1kaIHhAq5G2n2hyEKgdLCCA29pe7d4tdRNqF2WaFPoGQzUbHsQmiUCbutVZvXp1qRtcWE4cRVFk+vTpFd7559q1a8TGxnLq9Gmrx87E28iO28u0pqkMyINjwD9U2s5NtWqyYTQaCQ8Pp0mTJrz44osAtvV96teS/yfqhiflqGsVBIHRo0dTp04dxo4dW+y1ad++fWzevFnJWKqDeEcyraBIBIyFSpGjTOwWRUPeWGXBVFOSCAiGPFpGSu9hWx61zz77LF27djXLfAIDA1m9ejV169blhRdeKHZot99+Ox4eHgQEBJCWlsbVq1f58ssv+eyzz+jTp4/W7UWdvIhuX+y5ragWaU6cCOmXOHr0KMnJycyePbuYJyrIcrMLFy7QsWNH58fgrlw9DYtVK5m3fap1sBEEGPAudDB10yrIgoT9yuO+wUqb7YO/Sa2rKzl60OoG1K5dm9q1VAU+FplWsSDXvITx3HPP0blzZ5v6TkAjDQCk2ZeKQ4cOMXv2bJb8+JWyU10Jrlr6jfaXLpq1atVSLuLq3tF56ZCXSXx8vHk2rkYURf755x/27t1r9djw4cMJCQnR+NkVR3p6uvkm8emnn9KmTRvuvvtus1E2wNSpU6lRowZr1661CuydJTMzkyFDBlOQbsoA2QtafQKhnckeJicZji4t1eu6EkEQeOCBB1i1ahWLFy+W/t/xpv9fg97SDcYWpomPr5fAljVLzB1W3I1//vmHP5f8QYuaJueMGk1tZ4bk1YesK1rpTgkZM2aM+XNQUFDAvffey0svvcSdd95pnbkqRwRBoGnTpoSFW7+XvY02fk97mVZ1wV1IbUUTbyzUdNWKjY1ly5YtZGRkcPr0aY2sqcjXklsDhzUyFXqhvRmXA6+99hoXLlxg/vz51K5du8hjZ8yYQZ8+fQgJCZGWz+VMq6eP5MDiCE2KkAho9KwqjWikUgG/8PPXOXz4MEuXaq83CxYsYNasWRw5coRbbrnFvFT+8ssvc+LECYcaxdSsWZP169dz+fJl3n77bQ4dOmTOXo4fP1476VD/X6LaF3tum8g68vR4YqKjS1zJX1VcWwDIvAI/j5LuKQDt74F2Nuyy5Gy1OqFQtxs8vhkmx0FHqSkRWZfhTMW3xy1r9KDVDZg6dSqjhg1Rdli0cW1UN5rExERSUlKK755xwSJoVRd4IVl9ANQJVt2o1ZnWgHCzAXSkTzYBAQEkJiaaKy01mVbgjRfGExMTwx133KExb87JyeG+++6jb9++dOnShaNHFT2awWDgtCnTI/ccL4p///2X5s2bExoayk8//URycjKffvopoiiydOlSjan4wIEDOX36NP37l75PRHx8PJvXr8JbMGXJ7AWtADeqllt3fVvq13YHPDw84PBiZYctaYCMSmLSo1Vdwm0ERe5ATEwMw/t0wEs0ZbEspQEy6s9EKYvLjh07xu+//86YMWNITEzEy8vL7OWYnp5etvrrYujVqxcnTpzg998XWz3mj62g1V6mVZXdC47War1zUtmzZw+NGzemYcOG9O3bl06dOlG7dm2aN7fz97Z8LTnT6ukFUaaJbeLhMplA2MOZ5Wg5Yx8SEiJ1pZKD1pA6tiVEtojqoLiRnFqrODWIohK0+oZAzI3Kc2oqxVitakgetSEhIZrTenp60r17dwRB4IsvvjBfH0NDQ50qVO3Xrx+BgYHm7bi4OL766itr4//4/cp2STKtoCRODPkaeZstDAYDc+fOpVevXhqHiipFfjYsGKMUXtXrAbd9Yv94D0+4/Rupw9pdi+DBVRDVTnqs3V3KcfuL1z+7O3rQ6i5o3AN8NZnWMyeP8euvvxIaGmrlU/rBBx8wYsQIJk+eTHrSeW1VNFKWVr00+dRTTxEbG8tnb7+oHKS+QQuCOdvqnRnPvn37WL9+PcOGDZMev6Zdcm9Tr4Z5W62tMhqNLFy4EJAytYmJShYlNzeXiRMnMmzYMPr161fEH0UiLCyMEydOIIoi58+fJzg4mBkzZtCgQQMmTpxoZSxueREvKZcvX6ZGgCq4LypordlCurCAJNE48iecWgdXT5s7obiTg4DBYCAhIaHo6mBRVKQBnj7QYqj9Y8swyCt3rqicESztrmTK0MZr1qxZAJw+fZoNGzYgCAJff/01Q4cOZcOGDdx5553FnKHssWV5FWAzaLWTaZX/xwE1wNtfkQcA5KbStm1bc0bP29ubd955h7i4OF566SXrc1m+lk8Q+Kkms3LQZiwoN79WZ3n33XeZPHkyjz/+OIKxUPl7OCoNACm4bTpQ2s66ArGbpe3ks4rcoFFfKXCXUWVaSbLdqfDOO+/k33//JTExkaFDi/jMOklgYCBPPPEENWrU0D4gZ1qDatmW2jiCerUvzVruoMbDw4Pp06ezdetWBg4cyJdfflmy13SUrGuw9jX46XaY1VMqbCpvi6kVk+CSSZJXoymMma/1breFp7e04td0gHb1qE5nacUC4MSqSl+Qdd0HrYIg+AiCECgIQiBmB3kXoHEP8AMPT0STOD321DHmzp2LwWBg586dLFu2jM2bpQvcxo0bWbp0KR999BH+V60v6HfcPoxNmxS9VEBAAPXr16d2NXWmNVr7JPnn7Gs0bVCXm266SfG4s8i09mzfhAEDBvDZZ59xyy3KcldgYCD79+8nNDSUH3/8UZP5DAwM5KOPPmLp0qW888472tcWRdj2Bax/U2qQADRt2pTo6GiaNm3Ke++9h5eXFw888ADHjx+XOtEUgSiKHDx4sEQ+qT179uTkPlWgGVjD/sGgzbYuuh9+Hg1f3Mg9/VvToEED7r77bqfHUF5MnDiR6OhoHn30UXPg+sMPP/D3338rerWkw8okqMkAbWBiiaorltt7tRZldyUjFwIBb7/wGK1bt7Z9nAO88sorvPXWW7Rr145RoyS7MD8/P5YtW1Zsm9HywmBjsuInlCDTKv/fLTKt3t7eLF68mE6dOvH3339z662SfrPI5h/ppteyDHxiVBpF+UZezuTm5hapax0xYgTvv/8+06ZNk/4Woikx4EzQCtBG5VEtTxCPLVf2WdpHBYQp8oNi3BRq1qzp3FhKQnaykmUuaZYVtNeP9Hg+/fRThgwZQq9evawOFQSB++6Tlry7detmZWdVpmQnww9DYdvn0tJ60iGpsGnJY/DPdCv9dplwYKHixRoYAXf/ru3Y5yyCAO3HSduGfO3qWSXkug9agSlApulrYzHHlh9yplXwNM+sBZNEQLa8MhgMdO3aleHDhzN9+nQAc2u6hg0b4p1orR318RBtB2zqbJg6qwQQHKVsq29aoqjVtAK1AkTWrFnDM888Iy2TqWjVqhVXr151KJtq5tQ6WDtVqpbcKi2HeHp6snHjRr799ltNizwfHx/z8pUt1qxZQ8OGDWnXrh0rVqxwfAwqvPNVN66iMq0gZSKrRVnsFBnaVNJ/nTt3zrq/u4u46SbpZvjtt9/y7bffsmbNGh544AH69etHmzZtpMD10CLlCZberJaoMq1xR3fw/fffW7fodDHvvvsuv/32Gxmxu5WdlnZXMqrfJ+/KWY4cOVKsTZA9oqOjef3119m3b1+Z+wiXFFs+rf4o+vdc0bRUbivTmpcpFVyBKmhVrW6YKuEjIyPZuXMn3bvb9orWIIrKtcbyMxSjCkou7qY8OX78OL169SIkJITPP//csSc56xygpn5PJQg9tkxqg7tDyszj4a31c5Ux+bWKybH8vuBHPvnkE6ui1AqjLPSsoE2cpF9izZo1rFy5kq1bt9q8Zj722GOcPn2arVu3ll+Ra26a1Cr1svy3FbTNZTa9Kxn7O9Kh0lGunYEVzymvd/s3zr+nbNF2LHIDEA4sKP35XIgetML7QJDpq/RCyBIwcuRIDu6Vu8uobmqm5QA/LwEvLy9z5hIUy6s9e/aQlpYmLc1b6lmBG9q1lirALZE9Wr0DrL1Hq6kuIOqgNSMR8i0CYNXjKSkpVsvNTncBUXf72DUXCqRgvlmzZvTs2dOpU9WqVYtz584BWBUrOEy2qnAkoJhMq5evNCvu+Sz0Uip0u9QP4qGHHuLtt9922KzbEZ/B0iAv3fbv35+hQ4dy8OBBcxbs1VdfxVMQpP7WIC3XysuY9lBlSv5d+RsPPvigdYMCF3LlyhVee+01xowZw6X9co90P/uZMdVErkGYN61bt+bataK1dsVRXIvh8v6fA3z88cfcfvvtfPrpZ+Z98rDU8oDzoqngLuuKZGyuRj3hlYN7f9U1Rg5oKf53NpOdrFTLW2Zaq9dXJozlnGmNiIhg69at5Ofns2XLFseepHEOcDLA8PBUOszlpUsG8nIXrPZ32V5uD28MgIDI5Kcf5Pnnn2fr1q3ExsayZ88e5xphGA1w+TicWC1p8Z11aCgLPStYBa2dOkndGhs3bszgwYN5++23NbZpERERNGrUqOSvVxyGAvj5TiUoD2sEz5+AF0/DiK+l5BJI96jtX5TNaxbmw+8PSg4AAD2eUTqnlZbQOlIhLUifIXdfDSsCr+IPqdqIopgPUopBEITcYg4vFzZv3kxOeB6EeGp1K6pM65YtW4iNjeWtt97Cy8tLY8ETHBxMcKA/LLS+oD//zFPQSVmC/P7778nPz+feK6fxB21jAfMJVZmOdKW4ylIaAJhtrwwGAwMGDCAsLIwvv/ySxo0bWx2amppKaGgoqamphISEWN/Q8rOUXuMg3TAPL4YOJVtWb9u2LW3btqV58+Yl1w2qiwIcWaKp1VoxRN//C2TE08A/g2+/da4469FHH2XDhg107NiR+fPnO1SwVhQFBQWaQpPu3buzefNmunfvjqenJy+++CI33HADq1at4q677pI8ImVbo+ZDwMeOW4WMf3Wpyrswx1zkd/bsWTp06FCqcZcV586dw9PTE4PBQP1AU3BWo4kUNNhClWl9+I5BPHL3ItvHlZLs7Gw+/fRTfvvtNzp37sw333xTLq8Dkk3cW2+9RWZmJv6NOlNztKTBDgvw4VpWvkYecF6MpBkXAVH6TK59TZJSjFugtbuyIw9wGltFWDKCIGVbT62VOmZlJ5duubQIwsPDad++PT4+PuZWzGpiY2NZt24dgwcPVhwGnG0sYEmb0UrgI1d3C57S5NcWqglCdVOO4+LFi8ycOZNPP/2Upk2bsnTp0qKL3kBKCHzTX5VJRLJImrgfAh0spCyzTKtaEx/PM8+8z3PPPceWLVsYPnw427Zt47///ivxipnT/PeNYh8ZWhfuX6Y4p7QfJ0nFFt4lLbdveg+aDYYa1vc8p9jwliQ9AOn93v/V0p3PksY3Q+w/0nb8PusV1kqCnml1Azw8PPCT4wk7mVaQso0TJ07kySeftDarv3wUCnOk7XCV1ZNFte0777zDE+MfxzvPFIwF23jjBtvJtNoKWk3Lh/v37+fkyZOsXbuWJ554wuo1W7RoQatWrRBFkZYtWxIaGmodSJ5YpbHLAaSlshLqhgRBYP/+/fz666+MHGnHX7QIPv30U7auVWVoi9O0WiIHr6kXrM3Di2Hv3r1cunSJzZs3F2sE7gjPPPMMXbp04ZtvviEvT3pP9OrVS5MJ79+/v1l2opUGFOEaICMI5otg67rVmT9/Pl26dCn1uB1FFEX++usvFixYYPbqVdOpUydOnTrFS0/ej5+cUaxRROceL1/zUqBQwqzEjBkzmDZtGkePHrWb/fL19eXzzz/n4MGD/PHHH5psUlkTEhJibpncpZuypBoeJFWXq+UB50RV4PjH41I28dQaOL/Nwu5KzrSGKvtUmVaHsWV3pUZdQR9vLYNyiMI8yEkp9nqye/dudu7cyZtvvmn12O+//87jjz9OnTp1WLJkibRTE7SWYCk3qr32mg2S1lXdnVCNKmh9e/KzrF69mkceeYRff5VWqRITE6lfv37xr3v2b23AClK29/xWh4duzrQGRWqTHc4SUEMq9gRIj6dGjRpUr16d5ORks9WW5X2l3Mi6Bv+Y2st6eMM9f2g1tyDZlfU1tS8vzIWlTynuDyXh1Hpl4uJTDUZ9KxVWlSXRqgRCOdvHlSd60OoGXLlyhbYtTTdQG5nWRvViOHLkCC1btrTxbBMpqiUq9TKNRdCakpJCZKCAl/yftxW0quUB6cUFrdLjclcuLy8vPv30U80hJ0+e5Pjx48THx7N9+3YyMjJIT083B09m1AJxOaBIOqS0EC0BDi9P2mDOnDkc36tqv1qcptWSSFXxjp1KX1uIokirVq1o0KABHTt2RBAEkpKS+PDDD/nll1+cGwNSNu/nn3/mv//+Y+rUqcX/TYxGxWvWP8zxJSrTZCfEI4e7x40r1uuyrEhJSWH48OHcdttt3HXXXXbbPzZo0IAPn39Q2WGvCEtGvlEVU81sC1EU+eSTT5g8eTI9evSwGUiDJJ8ZNWoUXl5edOnSpWgf0xJgGSw/99xz/PHHHzwzcZJ5300tIgn28yLUSwmYL4iqIh55MgzSzU6jhzcVrKkzrU5O0ICiM62g1bVeciJoNRTCr/fCOxHwbk34sD583bPIz2NRkqa//pL6uwuCoNgPytdeLz8IKkHxkyBoC7IQoNdzdg9X/60H9unKrbfeSkxMDJ9//jmjRo3irrvuckw7fU4lf1C/vg2ZmU2ykxVpRGmyrCA5KciTFdXn7YEHHuDgwYNMnz6dIUOG2HlyGbPpPeU93PUJrZm/mu7PKL933A7Y6XgzBA0ZSVIHK5mhn9mfsJQG2ToO3K6bpTPoQaubIMjBpY1Mq1CYR8uWLTV+pCDp055++mk+//xzClNUS3aqVqyWQeuSJUv4ZdZHyg5L5wCwkAeoblDqoLWmyXolQ5IHvP3220yaNIm//vrLqtJ64MCBBAYGMnToUPz8/Fi7di1eXl7aqs+cFKkIC6RgYuAHymM7vsIVJCQkEOGo5ZUtammD1oKCAq5csdF1yAJBEFi4cCFnz55l9erVpKamUr9+fV555RU++OAD5zRrSPrnzp07A3D//fdbvY+sSDwgSTMAmg92fMYvT3aMhcrzKwB/f39zB64nn3yyaO3zFbVzgJ0iLBl5QpeXJrXVdIIzZ86YOxUNGjSoSA/QV199laSkJFauXElUVCmyVSrOnz/P1KlTufHGG62ytyNHjsRXFdQ0CA9kx5Sb6FpHymhli74kinaW3+P3W3i0mv5G6kKsUssDbFyT1A4CzhRjnVgpFTipm6wkHYa5N8NB5yUf8+bN4/PPP2fixIlKdb7ao7Wkk+Q2o5XORS2HQ0QRqwBq/XCO5Lvt5eXFqFGj+P33380Wa8UiB61efjDkE/A0JUwubHfs+fJSNpROzyojv5fS4zXZ8MaNGzvUxatMSDoCe76TtgMjoPeL9o/19IIRX5lb0LLhLec1wbnp8Nt9yvWy/d2Kxrms8Qsx66GJ318+zgcVgB60uguye4CNTKs68CwoKCA+Pp4DBw4wb948vvzyS1555RU8s1QtVVVdrebN/Zo33njD/HOfPn3o21E1c7Sla/ELVbrQqG8mV00erdWiIbyhtJ2fAXkZ1KpVi08//ZQBAwZYnW706NHmnt4dO3akW7du/PTTTzzzzDPKQceWK4UYrUdDo/5KJuzEKunDXQry8vJYtWoVJ06cKP5gE3v37qVfF9Ps1DtQ8qN0hkilBeXir97Cz8/PbP3jKD4+PoSGhprtxE6cOGFuzOAo9evXZ926dZw5c4Znn7Wjk1NzRmWiYWm5UxQa14l4+8eVMX5+fsyfPx9BEMyWUjLJycla6yK13VVR8gDQLAk++/CdilexAzRu3JjLly/z448/8uSTT2ofvHoaziuBQXR0NGFhZavRfPfdd3n//ffZu3cvy5Yts3pc7dMqCBDg44WHKaOagw9Jorp4U9B2pZKDVsFTyYqWWh5QTKY1IAzCTNecS3scv+Hu/VHZbnIrRJuC34Js+OMRpVLfBqIosnfvXk32u2HDhkyYMIHPPvtM2lGYp4y9NFXe4Y2kJeGuT0rdjYrCRtDqNDmpkHBQ2q7dSfLFlScGiQel+oLiuKSaPJQ20wrKvciQ5zov0XWvK/Zl/V/V+gXbIrKVViaw6H7HJ7hZV+GH2xTtbFgjGPRR0c8pLfL/KftqiVaQ3AE9aHUXisi0qhsPfPPNN8TExNC+fXuOHTsGQJMmTRAyVZow1dJC2rUkzpzR2lRpiqtsyQMEQcnAyvIAQ4HSnSO8kVZ3lpFEUfj6+lo1RRg7dqzSBODKCdg2U3mw9e3SGMxtDkXJcLuE7Nixgxo1ajB48GDGjBnjsHVRw4YNCZaXTB0tTFATrrSgbBaSj9FoNLsZOMtzzz3Hxx9/zKVLl0rcnrZhw4ZER9vIYlli7oMuQMO+jr+AKkOWcHIf69ats7ssXta0b9+egoICq05o9evXJyQkhJkzZ0rV+XKm1cNLCYLsofpsHN2xjpUrVzqlOQ0PD+fee+/VZn73L4CvusB3A2HnHIfPVRS2Mu/jx0vLjYGBgZpOdTJqyysPOTtYIAetvpwSY8jwNr3ne78A9Uy2VddOK3/D4GilkM3TW5rYQQkzrWpNqx2DelkikH1VW7Fvj7SLSmepqHZw92/w8DptgdPf06TuQxbs3r2b1q1bc8MNN/DDDz8U/RqY/pYlKcJS0/p2aYWpKD9k0D5ekr81SNpkedxyVXkdkwbdWOiYS4NZtiVA3TKwndI4CLggoLq4W3m/RLaGDvc69ryez0KDPtL2tdOw4tniJ1Vpl2DeQCVbHVIH7l4EvkElG7ujVAFdqx60upgzZ87wxBNPUJhrspKylWkVDZI2C61h9JdffsnRo0elimN5tu/hpfnwh1ULsPYytWzBaAt5f0aCpHFMOS+NAySNT5CqB709A/LiMBph88eSxuyqyR6pbjcp2AOtzEEOmEtAx44dzfYoiYmJxMVJUoo9e/YwbNgwdu4sQsOVZcqyOCsNAOmGXrMFAE1DCxk44BbuuOOOYgM5ow3fv759+/L8889bdf8qc/KzJOcAkC5wzlRpqzKtb784ngEDBnDhwoUinlAyRFHkxx9/tPo7WmoRT506ZT7GXGAmB1xhDcGrGJmEahWibogH1apVIymp6AlaEYOW3ut/jpeCApCyOha+x0aj0SwrcISjR49y6623arrRAdxwww0sWLCA+Ph4JkyYYPU8TdAq3wVMwVuO6EsuvnzZZC48tFbKOKmXf+UJsuWEVw6mSqNp9Qu1v6KhLsaK+6/4c+77GXNgJgcgnl5w85vQxVTUk5sKR/6wemqdOnXMqzI//fST/clKaeyuSkpZZFrVdQL1TZOquiq3hOJ0rYX5yjGRrcvGzcHCQaDC+UeV5ez7in1nEUs8PGHUXOWeeGgR/FfEhDQ1Dr4frHSXrNEUHlqj3PfKE/XnuJLqWvWg1cWcP3+e2V9/jZfc395WphWkbOuyiQw99yavPzqCl156iRtuuIEWLVpIekU5IxpUS/JeNXH/3eOYPVsSiCcmJrJ27VqunVPpbmxlWkHJpBoLpMyGun1reGNtpjWzhDfyPd/BxncUvVl0R6l3soxK5kBKbNHnOrMJtnxic1nLx8eHFStWcMstt7Bjxw5zQVuzZs3YuHEjAwYM4NAhG+0hDYXKUmdxHq32MOlafQQDq37+ktmzZ2saJFiSn59PeHg43bt3V5YgbWA0Glm+fHmR+taCggL+/vtv5zSw5/5VZBrOegSqJkAx1aRLi6w1LSsKCgp4/PHHuf/++xkwYECRQWRwcDC33norYWFhfP755/gUZkKW5G9cpGbQfAJFHvD5Oy+TkpJS8uKyzdOl97qawhxY+rTZnHzSpElER0drOssVxZIlS2jbti3r1q3j2WeftfJ5HTt2rF2rNPVbQsm0moJWpGA+SQyDuqbsm63lX8uKarlAqDTuAbacA2Tq91C2T64p+nxGI+ybL217+VkUOgGdH1W2d1nb0UVGRjJ06FCGDx/Oa6+9xpAhQ7j33nutJxTqAtjSZlodRVP0llqyc5wztYz18lcy2HU6K4/LS9b2iN+rFOjV71n0sY6ivhdV9NJ1/H7JHQOgZkto5mTRV1BNKXCVdcmrXpJWVSxJvQDfD1GSMFHt4MHVFWc/Vast5iYDao/dSoQetLqYzMxMfNUxjK1MK0iZyL0/4JsZx1vDG/Lhhx9qLYXkTEVwlGIdAhppwebNm7n11lvZ969pCcTDSztrV2Pp1aouwgpvrF3CK2mmVS3k7/+atHSn1oWFOZhpzUiCX8ZIQvi/P7B5SO3atVm7dq3GCubChQs0atSI9PR0XnxRK7j/9NNP+eFrlQtCSTKtoNG1OtI3/ciRI6SmprJ9+/YiA76ffvqJYcOGMWDAALtdtlasWEG/fv1o2rQpa9YUc5OXOau0/KWRk702VPKA/jc2Y9q0aRo/4bIgLS2NtWvXApgN1e0RGRnJkiVLuHr1KiNGjFCy+VC8nhU0nwH/wlSHx/j4448zYcIE1q1bJ00YCnLgX5NO0cNL0izWMmmlL2wzZ2XOnTtHUlISx48fd6gxw+DBg80V1b6+viQkOP45NKhErYINeQBAdr4qkx3VzvokljdauRjL2SVro0GZ+BbVuz6yNYSYAsNT66ybHqiJ/RvSTFn+liOsl9zDGynSl/i9Nh0JFi9ezJ9//omvry/r1q1j/vz51jZ9pbW7KglePiopRgkyrdnJSsFQnc7KPScgTPlcxP1XtIWT2nmgzIJWtTyggjOtm6cr271fUC0/OEGD3jBwmvLz0icVFxaQ3mPzBinZ+eiOcN+ykknPSopfsKoYa1+lLMbSg1YXM2DAAE4cVgVv9jKt6kyj5YUqN13pVFUtSnsOVdCakiI9L0AuZPYOtF/tqp71ZiRoLWIsM622Wj06gvp53SeY29eaCamjdB4pKmg9s0ES7wMc+NUspSiOJk2aEBUVRd++fVm4cKF5vyiKvPPOO3z01ivKwc56tMpoHASKryzNzs7mxhtvxNfXl44dO9o8Jj8/nylTpgCwfv16uwHp3LlzATh9+jTh4Q5eGOUiLO9AqN256GMtCapp/n91b12fl19+udRda0RR1MgAatSowbJly4iJiWH58uUOtXA0B2Ua5wAHgtYgVQCV7lhAmJWVxQ8//MAXX3zBc889J7326Q3K57PLeLjhAVPVsen9vuEtyEll+PDhRERE8OCDD9o9vxpfX18WLVrEokWL2Lt3L/XqOR40aTWtSDcvc6ZVDlpVQUtoXesJbrBFplUODAtzrFxLzKReMAWcqs9o5mWl+MWeXAmka1Uzkz91Xpq0xG00wq/3wLu14Mfhkin8+jclb1mZjvfZPl+nR5Tt3dbZVg9T4OLh4WFuUf3ee+9Z/z4yZdFu01Hkv3VJglaNnrWX9jFZm5qXDpeP2T+HWs8q651Li6vkAYmH4LipaUGNptIkp6R0eVxpCiAaJWeAX8ZK0qB5AxWtbsyNcO+S4vXL5YGsa81J1jYKqSToQauL8fPzo260ytvPXqZVfXHMy2TWrFlMmzaNP/74A6Pa7Ds4WnsOldVLt27d+N///kfD2qabcVHV8NUsMq2yhsy/uqQH1GRaSxq0mi5MAeHaMct4eitLkMlFyANOb1C2sy5LWRYH8Pb25vfff2f16tXm9rgAcXFxpKSkWNhdlVCzFdlK2TZlN2xpVmV69OjBrl27yMjIYOzYsTaP8fHx4c8//6RevXq89957drt9Pffcc4wZM4bOnTtr7cXAlN26op1pp12CK8el7fo9i9d8WuLhqei6HAzy7CGKIuvWraNnz55meYtM27ZtOXPmjNNODE4HrV4+Sq9xB1cTjh07ZvbINLsNHP1TOaDV7dL3Wm0kD0iQgsXYzdx9990kJCQwb948mjYtxo7LhI+PD6NHj3a6XbKVPKAwFzmQKRBsBK2CYC0RsCcPANvZVrkD08+jpfaXMsU5B6iRg1aQXEWO/CE5jxTmSGb5K1+ArZ8qMpAazewHVU0HKasDhxbbDQAHDx7M8ePHWbhwIf36WUhm5KyZd0DJV2NKgjyBKEkhlkbPaidoBfvWV+WhZwXpsybbR6mtFkuC0QgrX4LpjeHPpyDpqJ3jDLB8kvJzrxcc17Lao9cL0EN1zpOrTDI400Suya1w7x+uCVih0uta9aDVHVBlQ+1mWlNVM6K8DGbPns3kyZN59NFH8VA7B1SLkm4wJonA0YP7eOCBBwDpZv/cc89RK9ykcyuqNac645F4SGqfCFKFqSBIF01ZhlDaTGtROjZZ15p20fZyoNGoXdIGp/wXg4KCrJwNYmKkZg7vTJ6k7CypptUvxLykmXRoA9HR0dxxxx3FPEkKqIsyCO/UqRP79+9n8uTJdo+56aabWLhwIdu2bVOyjZf2SBfzT1rAx41htSqbfPZvZdtZaYCMvKReUsmIiSNHjjBgwAC2bdvGTz/9ZPW45f/MIcx2V4J1ByJ7mIKo3CuxTJo0yWZRk5obb7yRK1eusGHDBh566CFpyf2EqUgqpK7Wb7TFcGX77CZ8fHyKDD5jY2MZPny4U4Va9rDKtBYoDQQKPKT3nSZoBWuJgKU8QGN7ZUOyknpB8aOM3azsL64blpr6PcHXJEM4sdKuHAifIKn4atwC+6tJnl5ww/3SdmGOdinXAn9/f8aMGWP9gJxMCK1bco/WkmAOWovv8GWF/Dn3DlAswGTUQWucnWKs8tCzgrQkL18/Shu0bnoX/pstvd/2z4dZ3eDnO6WJupqdXyvWXdEdy8YjVRCkYr9R30r6WOUB6DcVxi3U+hpXNGoHgUqoa9WDVndAvZTmQKb19NH9HDggSQqaNm2qDRDkYNP03OQrCdZdlGSLF+8iglb1zePYcmVbFusLgpIVKUmAUpiv3MCKulHJulbRYHspI/EAZF/T7ju+wqaNjSPIRUstW7akV0dVx6TSZFFM2dZIv0LSriYUqcN0htDQUKvuVgcPHiQ7W/u7mwOhYyukTNd/sxUN4c6vJasXo0HaL+NsEZaM/L/MSyc3/Ro7duwgMdH5SU3r1q01ek2r7mklQc60htYtesKmxpSJ8zNm8fUXM/juu++KLWzz9vamf//+kjRCLQ1oNVwb2ER3UAKwM5usT6SioKCAcePGsWzZMtq3b8/BgwcdG78djJaZVlX75AJPaQUmJ99CZmNpIC93w5IprkBI/TlVy52cybR6ekOTm6XttDhFa99iGEw6BEM/h9Hz4IWTMPyL4iuy1QVa6kDaEQpylM9RRelZZeSgx5CnmXAUS8o5uGJa9q/fy3o1pXoDCDSt/F3cZfsc5aFnlbHTYMAp9v4EW/5nvf/UGpg3QFm1Sz4LG0zFkR7eMPzL0mdZZQRBCoCf2AZ3/w6dH4P7l0Gfl0qmly1LNMVYeqa10iEIgo8gCIGCIAQCDvS+K1v++ecfFi2cr+ywm2lVglZ/TyUD8vbbb2v1P3LQYMqC+nkJFBQUaCuL5YtcUUFrUKRSCZmtai0pe/mBovkriXuA+jlF3ag0DgLnrB9XG+HL2bP8TCkL4wTHjx/nySefpF69eqxYYdI3qQ2uS6ppBU1BT8/2TWnevJj2oSAtr/96j+T5d9WxZgIrV66kXbt2DB8+3PYBB1TVrHIhB8CaKVIFtVwYV6+npO0qCaoM/Q1NoujWrRt//vlniU41bdo01q9fz99//12yzKqavExl0uOINEBG9b+Lribg6enpXKvVI0uU7ZYjtY95eimawpRYzfv72rVrjBkzhs2bpUAqKSnJ7C9ct25dmjVz4ndQI4oQuxnvPCWA9BAEzSTP4Gkv09pe2fbyt9a4FtcVSxO0nlOCEmcyrQDNBlvsEKDfFGkycsP90HoU+ATafKoVYQ0ViUDsFucCJfXqV0U5B8io//bOOAicWK1sNxto/bggKG4CKecg65r1MeWhZ5WRrx+FuSVrMHB+O6yYpPx8+zdw+1zFkzn5LHw7AJY8AT8MUzLGvV+EyCLapJcU2W988HTFD9fV+AYpxViJBytdMdZ1H7QCU4BM09fGYo4tcxYuXMgnH6mWuDRBq2pblWUM8fOgf//+jB07Vup/XUSmtV2r5mRmZuLt7c2lS5e4evUqYoHJFqooTaunl9aLFaTCEfVykhxs5mc63ebS5phtofZqtaVrPS3/ywS4TVXtf8i5Fo0pKSnMmjWLuLg4li83ZZazVMFJaTKtqr/jmt9/tM58m1i+fDmtWrVi1KhRXFzyhpTh3j0PvuwEix7UjseCnJwcHnvsMQB27drF0aMWGq6CXCWbF9YIXo6VOuGAtAy4xiQz8PCCIR+XfKlTFXREBkja3f/+c8BT0watW7fmpptussomlwiNc4ATAbnKEWHZz7O5du2aXa9cqwxsQQ6cNAUJltIAGXVG2/T/iY+Pp23btvz222/ce++9pKWlUbt2bXbt2sXTTz/NwoULSx7EL30KfhjKLTsfQkD6/3h4oMm0ykFrjmXQWr2+kk21tRxeXFcsddBakK1MXJ3JtAI0vlkpYgNoe6fZD9lpBEGZOGRd1r5PikPjHFDRQWuosu1MMdZJlZ9vUxtBKyhBK1hn4grzykfPKqMpxiqBRGD9G4oP8k2vS++NtnfAIxuU613WZTjwi3JPrdlK23DieiDK5F6Sfa3UUq6KRg9a4X0gyPRVQiFfybl69Sp+di2vVNuqm0qQt8iGDRtYsGABAQEB2qIXOWgwPddbMBAYGIggCNx2221ERUYgyB/q4rIRllmPWm21y6qlcRBw9EZVVKY1L0PRXcV0lG4+sobo9HqpKtlBOnfuTEREBN7e3nz77bf89ddf5CSrLpqlClpVhXZZ9sd0+PBhjh49yh9//IFvmsp0XjRKBSdLxtt9rr+/P0uXLqVBgwbUrFmTzMxM7QHnt4I8WWk2SHp/DFBVQsvvia5PljwAAM1NZ1D3tuZiMEeYNWsWx48fL/lrF4XabizCgUy3jCrT2rpuWJEeu127dmXkyJHKpKQoaYBMQ1XQatJmR0VFaVwR5AYNAQEBzJw50+EiLSv2L4D9PwMQmnWWakjXFEEQNEvMRi/pM55dYNAG4oIAN70mBWi9bfSC18gDbGhaLWU88iTUfO0QrCfKtvAPVToQCZ5KG82Soi5GUi99F4e6sUBFOgeARYOBVMeek5su+TCDpE+2lyyIUWkeLTtjXdihZCctnQfKgtIErXG7lPtB3e7Q8znlsYAwyV6qqaqQz6caNBkAY392vui0siNb7oHSzreSYP8KfJ0gimI+kA8gCEJuMYeXOZ9++imX/mkHp0w+cfYyrWoKc6WiJE9TpaVche8XogSV5hawihYwJSWFQG/VeYrKtIJ0UYtX+ReqpQFg7dVaw4n2opolwSIyrRqvVotM67mtKiP8m6Tvbccos+2tn8HA9x0ajqenJ1u3biUhIYG+ffty2223cfK1ljTxQLoxqm/IzqK+ERchpTAajURERHDlyhVCDaalMZ9q0v80M0my9sq6ZtfX74YbbuDUqVN4eHhYZyfVZuxyhqVuF2g1UlnCDo6BPi87+9tpUQV5L46/G3o979DTzp07x9NPP42XlxfTpk3j2WedzHwYDVJAlpcBNz4M3hafHXXmXd35pzjU780iHBHOnDljzigXFhZy1113aQvbWtiRbIQ1lILA1Atw9h8wGhA8PJkzZw7R0dG88847GmeLEnP1NPyl/V/4In12JE2r0pRDNF0XDEaRfIMRXy+Vzq/TI1qrKDXFtRe1DFpTYqFeN0XeFBihXNOKY8j/4J8PofmQ4tvxFodalxm7xf7vZ4mmG1YFZ1o1Tg0OZlrPbFCul+rgzRL1appl0Cq3OQUp413WqB0pnG0wsP0LZbv7BOtJok8AjP1Fyh4HhEk6ZFfrS11FlCpoTTxoWyriplyn/zH3oXbt2nTpqKrKtVeIZYl6OV6+mapvsDaC1rFjx3LPmFHKMUVpWsF6Jq7umAKls73S6HCLyLT6hShZBctMq1rPKle73/iQcvyuuZKNk4M0bdqUI0cUP9oa/qaLXkBY6S5ugapMaxHZ36lTp3L58mWuXUnCK8O0dBXVTsp+gpRxPbW2yJfy9PS0DlhFUVmm9g3RVgjf/KbkjODhBUM+KX3vaweDPEu+/vprjEYj+fn5RWYzbVKQC4segGUTJH3ugjHazmjJsUoGrXZnqNHY8XOrm2wUsYwWHx9vzoCara7krI93gHURk4wgKNnW3FRzP/Dw8HBmzpxZdgHrogc0gSmAnyDp3C3dA9TXhey8IgzmLXGmEAuk/0thvtJtT72qUhxhDWDk19BiqOPPsUf1+kpR2bmtjmv8XNFYQMbRVq6iqPw+xelZZQLClInApT3av4dsL+jlD/V6WD+3tKiDf/WkoDhSzsGxZdJ2WCP70gcPD6h9g/T+uV4DVrDItB6wf5wbch3/19wIjXuAnUIsS+RlR0OhsuSsvsF6Ss/Ny87gvffe4/Tp00ybNo0vPvlQOaa4oNVSHmCZaVVfYK45VixkRh3kFqVpBUXXmnxOuYBqArFgqG3qS+4XrHjkGfJg80c4w5gxY1i9ejXTpk2jmqepeK20/osqecC6P3+mc+fOvPnmm3YPD/PIRJAzIuGNLLwpnSswAyTvVfkG2/gmbTaren14ehc8c6BsZtsOBnmWTJ06lc8//5xOnTo5bK4PSMUaP41UblggZTjnj5KWQ0FbgNbhbsfPDZrPQP6183zxxRcMHz6czz//XHNYr169OHHiBMePH2f06NHSpFJuJhFzQ9EZRBu61jIhNU5qE/tlZ0iy7sbmp8m0KkGroA5aC5wJWp0oxAJTJftxVRvn9o6/VlkiCIpEIPuq4lVcHPJnyqea/c6C5YUjhViGQph/O7xVHRaMU66X1aJst+VVI+tas68q2s/0eLhsmtTX72m9mlEWhKocKdSTguLY8bXSoKLbk9d3QOoIgTWUBENi5ZIH6P9Zd0Dj0+pkpjUzSfmw2si0CoZcXn31VSWDqNLGFmv7ow4mg2tb+zKqPejUHbMcQZY0eHgV74EqZ2DyM5SK0qTDykWtyS3aoKDzY8qS/L75cE2lDy2G8PBwbr31Vl5+6SW88lKlnSX1aJVRBa1ZSbHs2rWLvXut20aaUY83vLFUOCRnPk5vkDKLznBSlWGxlYEICLM2ii8pPoGKjZMpm56QkMDu3buLfFq1atWYMGEC//33H0FBDmZ7jUZYMFZqhQrS5EJ2tLiwXeqQlJ2s9AD38pfkEM7gX908ARQyE5k4cSLLli1jyZIlNg9v1qwZ1atXN2WoTJ9Ly8meJQ36YLagUUsKSkrmFVg9GWZ2hH0/SXZxIL2X2ir6Yl9JFSWtoqoy04LqumBle1UUzhRigSQPMGWWAdutYisKS4mAI6SYMoEV7dEKjhViHf3TtBolSpNd+X/S9Nbix2tLIqBu4lIe0gCQsvW+Jh9xtTtDUeSkSu9zAP8waHdXeYys6iFLBFIvlKyzmovQg1YXsnr1an755RcunVf1mHc005pnyrRqqvBVWS7TeXw8BQRQCnPU/qXOZFotpQEgBTuycN6BFqUa5ExrUK3iZ8W2dK3H/1L2NR+iPd4nQLIwAUnbqu4r7Sj5mUoHk9JWyHr7mwO5umF+BAcH4+9fhJ5YnbUOb2xqX2my+SnI0na0cQRZzyp4lN/NRo2qwUDXrl2Jjo5m1KhRRT+nJOyfryzBV68PD6+DB1cqS73xe2FWD6UHfYuhzpt6C4L59/HOuWLuLJacnIzBUEQWUu4gB8UHrQFhUocskDxzC/OLPt4ehflSN6gZ7WDHV0oGs1qU5Kzx5A6Nc4IfsjxAm2n18FVlWi0dBIrC218JOGy14bQlD1AvTRaX/StP1EVF5xzwa83PUqwAK1rPCsUXYokibPnE9nObDbG9X43aQcActK5T9pXXdUQQlL+no5nWnV8rK4+dHnbcg/l6Ry0RSLReiXFX9KDVhcyYMYO7776b/32oquJ2NtNqTxuqqobctnmj0vKywImgNbq9kjWzl6GS25SmnHPO9sqsw3XA4saWg4DcK9rDGxrfYv2cjvcrvdGPLrPfC93u+FR/V0cqmosjSLJJateoFqmpqfz666+ah3/55RcGDhzIpEmTSDurKn6Q/fTUEgG1bU1xZCcrgV3tznaLuMoUebKTmUTtaOn/e+HCBc6dO1d2r5GTIvWYBykYHzNfklKEN5ICV1lSkqH6P7YvYQZGXsFIT+DrWbM4f/48Bw4cMBfvbdliIzN3YYeyLUtXikIuDivMKZnG7OzfMKu79DeRtav+1eGWd2DiPknr7emtuab4Cmp5gHJd8PApYdAKShW9LU9lS9/N7KvKBMzT1zn/3LImtK6iSz23VcriF4U6C1jRzgFQfCHWyTXKUn7jW+CePyT/2m5POxZwRrWVClABLu2TpAZn/pZ+Dq1XfNOG0iBPOrOvarXptshJhe1fSdvegdDFvsOKjgVRetCq4ySHDklvlOiaqkDCYU2rKUDUWEep5QHKebre2IE9e/YQFBTEw/erbtzFuQf4hcBTO+Gxv+0XPMhBK9ju72w0SpXdavIylPEHR1k/xxJLr9aU88qHrGEfScdqiZcPtBohbZckO6m+6aozvSXFFPh6Zl/F1sLczp07WbNmDTNmzMAj1fTagocSsNfpqtyoTqxyvFjk9HplmbrprSUcvJPIshLRyLD+XenSpQs//fQTUVHa/7Uoitx2221MnDiRU6dOOfcam95XMnedHlEylSAFIA+ukvrOm8dUW7FJchb5PWrI44aWDalbt655/HfddRe9e/fm5ptvVjqRGY1KN6GI5o5l6uupHA1kuYMjGApg3RuSFEIuaPL0lVYanjkIPSZqP+cqHaKSaUWTafX2U+QZVl6txSG/X3OStbZXhXmQl259vKwfrdXaceeA8kIuUMxJKV6P7UrnAJAy2nLzF8ugVRS1HaF6vyBp2UfPg1vfc0zv6e2vmO3H75Mmvnmm/2fjm8tXDqH+exbnILBztjKuzo+UrgnM9UYltb3Sg1YX8uuvvzJr1iz69VLdsEqTadXIA1TnKcxj48aNZGVlkZ2mMqh3pGtMcJTUbtLeRSqytbKtlggYjfDfNzC9EXzRSSmKAec74KgzrRe2K1lWsJYGqGmiysCeWmf/OFuoGxk4U9VsD1nXarB9805NTUUQBARBICjX9PcJratkzD29JE9BkPwLz//r2OsWp2ctD1Ra6HuG9WfHjh3cc889Vob4y5cv56+//mLmzJncf//9jp8/fr/kDAGSjrXfFBtjiJIyrjGmLGdp2ieq36Oqz1tubi733nsvAF5eXpJnMkiBmPw/tiWrsUVdVWchdZa2KNIT4Pvb4N/PlH3NBksTzf6v2pnMqYNWU6bVQ5tp9fJTrgtZzmhawb6vsjrLKtj4P7hSGiATpsoeWtrrWeLKxgIgvZflSaylfvj8v3DRJE+p213rFuIMskSgIAsWqpId5S0x0jgIFCERyE2DHV9K294B0H1i+Y6rqhFaV5FLVaJiLD1odSE9evRg/Pjx3NBOla0sjaZVnWn1VAetudx9990MGzaM8GrqrEsxmVZH0GRaTctRV0/BdwNh5QtSxiX5jNYnVDNmB4LW4GjldzuzAda/pTxm1dJRRd3uUmUvSH2nnUF9w61edplWwKbt1Q8//EBWVhZHD+xBSDdlF2RpgIxaIjB/NBxYWPRrGgoUX8WQuqVrGuAMqv+pR6Z9K7TCwkJz9vXDDz+0e5yGtItSJbScPb7pDfuV24E14JH18PJ5qb1nSVEXJKomXP7+/uzduxc/Pz/ee08l8YlTBZ3F6VllqkUqxXYXthe/PF2QI1WGy6/lHQgj58C4BUWvDKjlARpNqxK0equCVuflAXY62Kn1rOoCThlXFmHJhNkZuy3U14eKtruSkYuxLDOtu75Vth30SbaJWtcqB8beAeXTVECNxkHAju2V0QCbPlCy+Z0e1rOsziIISrb1ygmt7Z0bowet7oDG8srBTKssPJczPx5ekjm3jedu2rCGvLw8li5dyvtvvaoc4+1AprU4whuDpykbmHREKvT6YZiio5SR9VVgu4NXUXh4wshZUvU3KAVStTsVrYn18oFGfaXt5LOSX6WjqDMtZaFZU/1v5nzyDkOHDjW3XZXx9/eneU1fwLT0bxm0thimNFEozIElj8Oql+1LBeJ2Khd1RyqGywpNkGd/mfX222/n1KlT/PLLL/Tq5cCNMCdFsrKSdaqNboIO9xb9HEHQVlqXBI0fsbbA6OOPP+bEiRPmAi3AogjLiSyXrGvNSYGrJ4o+dvUrcNkkx4loLkl42jnQeUw1UfUza1rR3LB8/MtAHgAWmVZV0KoOhmRcZXelRh1wu3umFZTJmmUhlixNqRYtyQJKSouhSkAeWg+a3yZpx32rlfycjqDJtNpwEIjbBd/0g52zpJ+9/KH7M+U7pqqKHLSKBuV64uboQas7oLG8cjTTalp+tFeFryrEmvT0E8yYMQOAYD9Vd5uyyLR6eittMZOOSDYr8o1drTNU613tOR4URcO+cNevSuAKRUsDZOQldSjWmF+DfMMNinRMRlEcqkzrgW3rWLFiBWvX2hiPpXOAGk8vuHuRNnuy82vYMcv2a7pCGgDaVoymm7soiuzcuZN69erx448/mh8ODAxk3LhxxZ/zwk7Jj1XWQEa1hzt/qBg/xiIaJrRq1cqscTUjL+/7hzlXsKLu1HW+CF3r4T9gz/em16gO9yyGCAdbu6quKRr3AFXBi4+/EpQ4nWm118FOHbRGt1eKfECa9EZU0CpAUWgyrWftHwdK0OobUvpJUUkxywPSlLqBrGuKr2pMx9JNVP2rS/7NUxJg0kGp3WlpgmBHUWeuLeUBBxfBt7coxYqCJwz8wFzoqmOfuORsHvtxN3d9s4NHf9zNlCWHuFpN1dL6UhE2jG6EHrS6iMWLF7N161ZSU1OLaC5gkWn1VWnUZHmA3FhA3d/e4rl+XoJty6uysgaRda35GfCPysx/1LfKrFnt4+qsPECmYR+453cpaxkc45gfnyZotZAI7JsvFbDs+FrrfSqKStBaFnpW0AStbRtEml5GJC/PwtVAE7TaCHg8POGm16V2hPKNf+2rtv09ZUmGd4DWh7K8UbfVNP0+mzZtomvXrly4cIHly5c7fq7Ew1KwOm+AVBAC0v/k7kXln/GR0TRMsGHlpCbzshKs1eniXNBQT61r3W77mJTzsFyVVRoxyzmPXdWkT27jKmgyrQL+fsoxTvm0glT5Lb8v7WVag2ppx1yzpXv0fg8IV66xxckD5GXr6i7KsoJKFiMqKyoJ+5THy0InLAgVbyHlX11ZBVQHrRd3w9KnMK9E1esJ47fCjU40I7mOeWv5EdYeTWLbmWusO5rELzsvMHm3Kglk75rjZuhBqwsQRZEHH3yQXr160b9//yKaC1hkWtXBQF6GpFmUL1aWeh7Vc19+fhJPPmlqBWqnXWOpUOta5Rt23W6ShU1N02PpF5VlrJIGrSAFX88egUmHJR1gcVSrpejlzv2rFLAlHpa6BZ39G1a/bDJiny8FrBmJyv+kLPSsoJlUjBt2E2lpaZw/fx5fX1++++47Hn74YaZPn05ewjHlOWFFZOmaD5EyDCAt7Sx6QBskXDsDV09K2w37lU/3Gnv4BinZyatSRXufPn1o2VLSMubmOtAcwWiQPEfn9NW2641qD/cusZ6klSeaQqxiqsrV0oC6DupZZcIaKi1/z9u5gax/Q1ll6fqkVufsCOrJrKDWtJquC94BBPopbXSdzrR6eisBqT1Na2ANbVbTHfSsIAVo8iS1KHlAbrqiI3WVnhVsN3OI36/scwfJRUlQe7Wqu3EtvFuRhvV8Dh5YoTgc6BTJhWvZbDhuXUuxLsGfHD/5mrPNcVcaF6IHrS7g/PnzZGRIwVObNm3sZ1o9PCUfUhl10Jqfqb0RWHZtUhVi3T50EAMGmDKO6v7j5RG0ynQ0Fb6oLyqXTQGZfOP3DixZtszL17llYTnbaiyQPFtFEdZOxTxjB6kif+lTUoCkKcKq7/z4bKEKsoKFXIKDlaz5qlWrmDdvHi+99BJCimlZ0tO3+Axa58egvaktaU4K/PG4UsCjlkJUlNWVmhomaUPKOSjMx9PTk/Xr1/PLL78U2cIWkCYWPwyVPEfldra12sLYBZJ2U/05qAi8fJVWvsVZIZWkCEtGEBTrq/SL1nq+S3vgiKkTV/X6cPObzp0fNJMXX00bV9N1wScAfx9V0OpMG1cZ+TOTdlGaWIPFtSpcOxl0p+BKDqZz06x9ZWXcoQgLLBoMmIJoTYex9hU5mrJFDlozkyTpyq/3gFzU2fw26P9axXchq8T8uP2cOR59f2Qbljwpr+oI/FtgsgbMSLDtr+xm6EGrCwgLC2PBggVMmTKFkSNHKlk9wVPSLapRB7HB0cryXl4GZKnsqyxN49VZWrkzDpRTprW19mffEGg53PSYKqCVi7FkHW5wVMVceNTa15UvSB2y5OX0yNbQ5g7l8dMbtFmWsvBoBW2RXGaS5qGYmBgEQSA8PBzvdNOyY1hDadJSFIIAQz5RxPRxO2DPPEnXtvNr5Ti1RKKiCG8ifRcN5gthVFQU48aN0xYt2WLzx4qll6cPDHgXHvsHmg923Y1KzhwXG7SaMq0e3pJVnLOoda3qrm+iKPmxytz0etGad3vYdA9AlWn1J8Bbed9l5zkpDwDlMyMalEyZJmgN0waqarsvV+NIMZa8ggHK5MwV2Apa5UxrcEzl1nmqHQT2/qR05YpsDSNnV4yWvYqQlVfIr7ulz2GwnxcjOkTToW51hrSVVpD+zlW9h4vS0rsJ+n/eBQQHBzN27Fjee+89RowYoWRabbkFqG9MQZHS0itIQWu2Kmi1zLRqfFpVy7HqDiNlpVUKilCWNQHa3qmcu6YqaE06ImUC5Ru/s9KAkhLdQemUUpANm1T2RLe+D8O+UDLT5/8tn0yrp7eSrbMIWj/99FN27tzJ9HdeRci6Iu10tIDH2w+Gf6noCNe9Cb/cqfwOTW51vNitLKnRRNmWTe8dITcNds+Ttn2DpWC1+wTX36RkB4GsK/bbrBbmKbrbqHYlK3RsNkj5X275n/J5PbUOzpk6b0V3gJZ2OtQVh8anVfo9BAt5gL+PKmh1Vh4Ath0E5KBV8JQmte3Gwc1vSYb3NZtbnsF1OGJ7pQlaXdjFS9MVK1VbhFWZs6ygdRBQN0oYPF25B+o4xJJ9l8jIlSafYzvXJcC0kvLigGZ4eQjsMqrew840NnERetDqDshBpa3MiTqQDYpUltPzMy0yrRH2n6eWH6gKLoq01HIWtVOA2hMzvJHKEuuo5NsqL/lWVNAKUnBq2dWr6SCpuMvbT7LPAslkWd0dpKw0raAUY2Vd4eeff+aJJ55g9OjRAHTq1IkHR/RTjnVmCTyqLfQwFefkZ8Cl3aZzNIKRX9t/Xnmidj646kTQuvs7RbPZ6WH30aypMz/2MnDx+5VVDWelATLV60PH+6TtrMtSxjw72SRnMXHL2yUP4lWBtK/G8spUoOkdgK+Xh7QPyCmRPMBG4CcHrQFh0ti9fKHnJKm1qDthz2dWjSZoddC1oTywzLSqi7DcSXJREtRBq1xsHN5YuxKhUyyiKPLj9nOAtEh1b1dFzlK/RiB3danLSbE2qaKp8M2elt6N0INWd8DhTGtN8FFlWjVBa1GZVnXQqtycynSptfvTUqvMzo9rA1hPb6Wn+OWj2iYDFelv6OEJt3+j+GZ6eEs3f5n6PaTvohFOm7pneQeUbcGPPLHIvMyvCxfw9ddfs3jxYtLTTUGauruZMxXhIHV8Uhdu+YdJFfaOtBAtD9RBq9oRoSgK8xT7Lk9f6PJE2Y+rpKglMPZaHqq9iZ0twlLT5yXlWrB1Bnw3WAmUGt8CDXqX/Nx2La+U64IgCOZsTNllWk360IBwy6PdC/Vk0d7k5Irpf+Ff3bWG9paFWJoirBJIU9yJEBv3hg736jpWJzlwMY2TSZJz0M0tIqkTpl1dfbJvYwTBQ8m2Jp+BjCTL07gVetDqDjicaa2pWLLkZRYtD/AsLmgtA49WNY36w3NHYPBH1o/JEoG8dNj4rrK/rQNm6GWJt78UyA14F+77U+ttWa+Hsm006fiq1y/bi6ScaRUNdGxenzZt2nDfffeRmGjS+KqDVmez0N7+kkzAy1+a2Iz9xTmP0LImtK7yHnQ0aD2wUCm2aD/OMXeIikJd4Z54wPYx6qC1toPtW20RHC0V2YHUV/2KqYAxrBEMnVHy84LG8koOWj0FUWpWAebrQoBJImAZtG48nsT98/5j2+mr2MXSq1UUlQm2uwetwdHKypCtTKvRoLyfazR1bRClybSmVp0iLLBOaAiekqRExyl2n1OKCYe3j7Z6vFaIH/2b16xUEgE9aHUHSqJpLczRtJQsuhBLFbTKGZWK9N5TL/HKPpdNBzluiF6W+AVLGklL39LanbRODVB2elYZVdZ25IAeHD58mAsXLlC/vul11EGr2qDfUep1g0mH4JmDShW6q/DwVLJWjsgDRBG2zTT9IEC3CeU2tBJRsyUIpsulrUyrKCpBa2jd0uuIez4raT9lIlvDQ6shpATvCzUeHuagzOweYFBp3k3XBTlotfRpfWv5Uf45eYWXFh9EtGeP4xeiBFQp5yRdrnwNcveg1cNTcQSwlWlNPa/8Lq6UBoCFpjUF4k2TqcpehAVSBlvdSKbZIPeaxFYS9sWlmrc71rXd7npMp7r8Z1Q193BziYAetLoDRWVa5Qp/Dy9pyddHJUJXFwwVqWlV3ZRUBRcVhroYS6a7mwUlPgFSBxk1ZalnBU2DgXYNa3HkyBG+/fZbfHxMmZ2SdAqzeo0I6wmMq5Arq7OvWvdHtyR+n1Kw1XyIa6uybeEToAQpCQes/QxTYqUiLXCudas9AsJgwDuAAPV7SZ6UZSVVMV0bZJ9WTznLCubrgmx7laXKtBYajMQlS5Peiyk5HIlPt/8a8oQv+ZzFipCbvDeLQs4UZyRY92NXT8BcHbSq5QGn1kKayYi/smdZweTVqtKRF9euWccm+y+kAhAZ7EtUiO0aln7NIkgKbEa2KMUfhnP/VtTwSsR1H7QKguAjCEKgIAiBQAU6sKsoKtPaZpS0NNLhHilLovY1lYNWL3/rVqPqDjMaeYCpGrkig1ZLH9fojtruP+6CWiIA5ZppJfMyLVq0oGFDlYZOzrQKHlo3hspKuMpB4GoxEoETq5RttQWZOyFbi+WmKlXaMhdU0oA6pZAGqLnhfpiaAPcv1y4FlxbTdcZmptVCHpCjClqTMvIwqmL11YdVKz2WyBO+/Azt/74yBK0a26tz2seunFC2I5rhUrz9leuEPGGCyl+EJSMXx1avD41vdulQKiNJ6blcSpUmXR3rVpdcQmzg5enByBvrs88oJQo8Lh9RGgG5Idd90ApMATJNXxuLObZ8KCrTeuNDMDlO0bKp7T7SLkrfbRUDFOceUJFBa7Va2ptu9wnuKai3DFrLyqNVRhO02hC7y0FrUC1rv97KiDO2V3LQ6ulTMf3NS0JUW2XbUiJQmqYCReHtX/afFVODAbOm1UamVdG0FpplAAmp2qzj6iNFBa31lW3ZzQIqR9CqLsZKPqt9zF2cA2RGfi1dt+TrvYe3tUtKZeXW92HYTLj3z6pxPaxg9pmyrAAd6oYWeeydN9Zhh7EFx4x1WeU/RLs662bo7wR4H5hu2u5MRQeuRqNik2PPgkqdRZULsQBzRydbNwJPG5lWo0F5M1akplUQJA3pseVSVXmLYRX32s5Qt4uU1RZN2aUyz7SqNFm2glZZHuAKX9XywFEHgZTzkHRI2m7Qu2Rd0iqCWqqgNfEgtLhN2jYa4aSpA5lvsO0Oce6EhTxAm2k1yQNMDQaMIuQVGvHz9jRnbWROX87k9OVMGte04ZupLgI8tEjZrhRBaxG2V3LQ6ulbse4n9mh8k/RVmAdJh6WC3Oou7NJVlviHKvZvOk6z74IiyepgR88qU79GILvrPsLM2NshH9ZmB9LUTS/D133QKopiPkgpB0EQKn56oS6ScqTDjY+NG0SxmVbTr6XphlXG7gHFcdsMyWGg8c3uO2v2rSZVicfvlYLXsr4paYJWiz7QeRmKP2lF+teWJ456tZ5crWw3G1x+4ykt9jKtF7YrBYbNbyu+k5mrsZQHyI4iYL4uBPoqn9GcfAN+3p4kpFlfHtccSaRxTRv646YDpWtVfqZ2wlIZglZ7XbFEUZEH1GjiXv9nL1+IKabTnM51hZxp9fIQaB0dUvTBwNgudcnIL2RMp7p29a/ugC4PcDXqNLwjZv+2uoFYFmFZnkvO5GpuThYa2PImMFySOrhDdqIo+r4ieQT2frFkbTKLwj9McShQOwUApKuLsEpZIe4uBIQpQUpRmdYTK5XtpgPLd0ylwb+68v5NVAWthxcr2+5mlm8Lc9AqZ1ptFWKpumKZGgxYygNAClptElhDaXihxlW+wc5QvZ7iFKHWsGZdlfTMoJW+6Oi4GQUGIwcvpQLQIipY83m2x7B20ayY0It7u9ajmp93sce7Cj1odTWFTmZabS2d2speaAqx5EyrdUZFx4Kmt8Kzh6Df5LI/t4eH5AMJkH5J+1iG2u6qimRaQSnGunZGkqdYkpMK57ZK21HtS2/pVN7IEoH0S1IQYyiAo39K+wLCpQ5r7o6FptVDPXGWLa+8VUFrnmR7Fa/KtHY0aeQOXkyzkg2Y6faUdnUBXGvG7yhevsr7Numw4hThLu1bdXSK4URiBrkFRqB4PauMvUItd0MPWl2Ns5lWHxtBa7HyAFOmNV8VtFakplVHQc6ipsdrbZOqYqYVFOsqQ57tbOvp9Uozh+ZDKm5cJUXdZCDhAJz9R2lR2nKE1AHO3TH5X/oIBjww4lGonsxqC7FAaTCQkCYFp6EB3ozsqHRs23jMTgcdn0DoazH5qwzyAIBapg5oOSnKqshVVdZVz7TquDFqPas9f9bKih60upoyybTaCFo9vADTzMmmplUPWl2CnEk05CnBDmgzr1VF0wraXuGnN1g/fmy5st1sUPmPp7Soi7ES9lc+aQBorjO+5CPYWIGRfVpBCVrjU6XrSFSIP90bKcHn0YQi/Fo73KtU2fuHVZ7rjrptb9Jh6btal+1quysdnSJwxjmgsqEHra6mvDStgqCcTw6MZY9WqDw3j6qGLA8AxbIMLBoLWLfbq7So/RVPr9M+lpOiWF1Vb6ANFNwVdTHWhnfg0G/SdrVobYDuzqikQX7k41GQqTxmmhSrM605BYXkFhhIzpJWbKJD/KgfHoivl3T7OJ6YYf+1PL3gzp+g9WgY8ZV7Wt3ZQuMUYXK2uHLctEPQFhnq6LgZ+02dsMICfagbVrXu9XrQ6mo0mVZHglYH5QGgZFRkhwI90+p6gpVlVU0xlloeUJUyrdVqQa020va5rVJLT5kjS5T3ZrtxlSOgqRalCmhERdrQ+nZJs1wZ0GRaC/DIUwWdpuuLv4U8QO0cEBXqh6eHQJNIaQJ9MjHDfktXgJrNYfS3lSOTLlPLItNamA9x/0k/12ii1wTouC25BQZir0nX2VbRwZVGq+ooleQqW4XRZFpLaHllTycmn09+DXXAoGtaXYO60EgtCZC3/UKr3v+m8S3Sd0M+xG5R9u9foGy3G1uxYyopgiB1qBr4IdQ2db7yC5GcMSoLqp7ufkI+Qr460yr5QAdayAPUzgFRIdLzm0ZKAW5WvoGLKXaKsSorQZGK7CrxMFzcJdl3ATTs57px6egUw6mkTHO5RLNINzVbLQV60OpqKiLTKhdiudKnVUdCvfSvDlrNjQWqkDRApskAZVuWCFw9DRdNmav6vSqXIbp/KHQdD4+sgxfPwKRDWjN9d8dbuc74UqANWk2TYo08IN+gcQ6ICZWuHc1rKdeiE0VJBCojgqBkW5PPwPEVymPu2rFNRwc4kaR8FpvV0oNWnbLG2Uyrp7c2uPX0tZ19BZWm1ZblVQX7tOpIqOUBaaag1VCgNBuoikFr7U5SNhLg1FrJNeGAOss6zjXjKgsCayi/W2VBdf3wIx8hv2h5QFZ+IfGaTKv0/Ga1lO586htllUHWWItG2PuTtO3hbd3uWUfHjTipB6065YqzmVbQBqmBEfa1gJ5yplXWtOo+rS4nIFxpsStrWjMSMbfkrUp6VhlPL2VJNfWCVHV/8FfpZ+8AaOmmbX2rKpqgtUDqxgZSFzjTdcEy0yrbXQFEmzKt6qXHKpdpBUWLDSAH9nW72i6G1dFxE+TCSEGAJjX1oFWnrHE20wpaiUBgEb6HloVYGp9WPdPqEjQNBkzuAVXVOUBNk1uU7Tl9IS1O2m4xzLbkRaf88LbQtMpBq2818wQ4QKVpvZqZb7a7EgSIDJaC3shgX0L8JV/aKhm02nKzaNS/4seho+MEJ02fxXphAQ51wqps6EGrq3HW8gq0M31bHq3m8+mZVrdE3WDAaNRqW6tq0Kq2vpIRPKDzoxU/lusd1eTYX1BlWn2V5f46Yf4E+0mB65ojiVxIlq4dNYJ88TFZXQmCYF5+PHMlk/xCY0WMvuKo0VRpuyyj61l13Ji07AIS06WYomkVLMICPWh1Pc42FwDNzaXItoiW7gEF1p1vdFyAHLQa8qUGAxq7qyoatFarBe3ukrarN4Bez8OTO6D2ja4d1/WIyj3AX8hXBa3KTc7Xy5MRHaT3aXJWPrFXJecRWRogIxdjFRpF8zFVBi8fiGiu/BxQAyLb2D9eR8fFVPUiLACv4g/RKVdKkmn1cTTTajqfaARDoe7T6i5oHAQuQobKrzW4CmpaZUZ8BYM+1CxD67gAtU+rUGgzaAW488Y6/Lj9vGZfdIj2GqXO5hxPTK96N8parSHJ1FygUf/K48Wrc11yPQSt+ifQ1ZQo06ouxCoiaJULfkAKjnWfVvcgxKLBgLrJQHCM9fFVBUEAv2A9YHU1KmlQgJCn+I9aFBi1jgmhZVSwZp/s0SpTpW2vQNsZS9ez6rg5JxKVlspV0aMV9KDV9ZRI06ouxHIg0wrSUrSeaXUPNK1cL0GqqSjJ0xf8q7tmTDrXD6rrQhgZmJ0rbBTEjelUR/NzdKhFplUVtJ6sirZX7cdJPsLNb5O6nunouDEnE6UJqLenQP0aVbPYWg9aXU1JMq0OywMsMq2yptXTFzyqXlVhpUGdTY3fB5d2S9uRrfQspE75owpaawhKZsZW0Dq8fbS58AqsM63Bft5mycDxqphp9a8OD6yAsT87fn3W0XEBoiia5QGNIoLw9qya4V3V/K0qEyXJtAZFKtvqpWZL1OdTB626c4BrUQethxZJmmOANqNdMx6d6wtvddCaquz3DbY6NDTAh1tb1TL/XLu69bVD1s5dTMlh+prjGIwiccnZzFh/im82n6XQUMVcBXR03JCk9DzScgqAqqtnBb0Qy/UUlCBobX+X1As7rIHWANsSdWagMF/xadU9Wl1LYA0p223IA6N0kUHwgNajXDsunesDjTyg6EwrwLM3N+FYQjqNIgJpE2Pd/WvUDbXZdOIKAF9uOsOKgwnEJWdjNKkOjiak87872uHhoa8i6OiUF+oirKpqdwV60Op6clOVbT/rTIdNAmvAmJ+KP85THbTqmVa3QRAkXWtKrLKvQR/JFkpHp7xRBa3hpCn77QStDSOCWP9cH7unu61tNPmFRqYsOURugZHz17I1jy/Zd4lAX0/eGd4aQZe/6OiUCydV8pzmVTjTqssDXE32Nem7bzB4ehd9rLNYFWLJQatehOVyLF0C2o5xzTh0rj9Uk9YwB4JWR7i9Y22WPtWThhHSKk6TmkFMurkJft7SLWb+jgv8b+3JEp9fR0enaNSacj3TqlN+ZCdL38ujatzLMtNqcg/Qg1bXE6IKWr38ocVtrhuLzvWF6rpQDXVr5yAbBztOs1rVWDOpN/GpOdQNC0AQBDrUrc4jP+yiwCDy5d+nGdSmFq2irSUGOjo6pUN27wj08bSpPa8q6JlWV5NjCloDwsv+3JqgNU/xadU9Wl2P2vaq+eBSZbl0dJzCy84NzUYhlrN4e3pQLzzQLAPo0zSCt4e3BkAU4e3lRxFFsdSvo6Ojo2Awipy6LAWtTWtVq9IyHD1odSVGA+SkStsBYWV/fnXQmpuG2Y9Rz7S6nogWyrbc3lRHpyKwZ91UThOnMTfWMRdw7YxNZvXhxHJ5HR2d65ULydnkFkguHVW1qYCMHrS6kpxUzIGkfzkErepCrJwUZVsPWl1PqxHQdwoM/hga3+Tq0ehcTwgCefhY7y+noNXDQ+D1oS3NP7+/6hi5BYZyeS0dnesRdTe6qmx3BXrQ6lpkaQCUf6ZVE7RWXb1LpcHLF/q+DJ0f1RsK6FQ4FRm0AnSqH8ZtbaMAiEvO4aXfD+qBq45OGaHuRqdnWnXKj2x10FoemlaVe4A6aNV9WnV0rmvyBRtOJeWsq548uAX+3lInvmUH4hkzZweX03OLeZaOjk5xqDOtTfVMq065oc60lot7gCqbomdadXR0TFR0phUgJtSf7x7sRPUAKWA+EJfK4M+3suxAvF6cpaNTCuTGAjWCfKgRVLXbDVeJoFUQhCmCIOwVBGG3IAgzBEHwdPWYHEL2aIVykgfYybTqmlYdneuaPCxubN4B4FH+l82uDcNZ+lRP8xLm1cw8Ji7Yx73f/se5q1nl/vo6OlWNvEIDsabPTlX2Z5Wp9EGrIAj3AuOA7kBnoDUw2aWDchS1PKC8C7HUr6UHrTo61zX5WMgDKtByrW54AIuf7M6YG+uY9209fZVBM7bwy84LetZVR8cJzlzOwmDqmawHrZWDicD3oijmiqJoBGYDTwuVwagsp7w1repCLNVr6T6tOjrXNVbygAr2CQ7y9eLD0W35fXw3c8vJnAIDU5Yc4uEfdpOclV+h49HRqayoi7CqcvtWmQoPWgVBuEcQhFRBEL4v5ri+giBsEQThsiAICYIgzBUEIdziGB+gA3BYtfsQEAk0KOuxlznZ5e0eoJIHXDutbFeLtj5WR0fnuiHPhZlWNTfWD2P5hJ5M7N8YD1OaYePxywz7YitH49NdMiYdncrEiaTrpwgLKjBoFQShhiAIvwPvAUX28RME4RZgPbACqAW0BVoBmwVBUPcarAF4AqmqfbJ4M7JsRl6OqDWt5SEP8LJRbBFYExr1K/vX0tHRqTTkujjTqsbb04PnBjRj0fju1A2TVoEupuQwatY2lh2Id9m4dHQqAxrnAF0eUKb8CJwBBhR1kCAIXsDXwB5RFD8URdEoiuIV4HGgJfCi+vDyGmyFIBdHefmVz5K9OtMq0+Fu8LRhd6Ojo3PdYC0PKH0L19JyQ73qLH+6J72a1AAkucDEBft49tf9pOUUuHh0OjruiRy01q7uT5Cvl4tHU/5UZND6mCiKLwN5xRx3E9AQWKLeKYriQeA08LBKr3oFMAChqkNl76ik0g643JHlAeWhZwXb7Ro73l8+r6Wjo1NpsJIH+ATZPrCCCQnw5vsHO/N474bmfUv2XeLWTzez/EA8RqNepKWjI5ORW8Cl1Byg6jcVkKmwoFUUxYsOHtrb9P2gjccOADFAI9M584G9SI4BMm2QAtbYko20ApGLo8pDGgBa9wCAhv0gzP2lvjo6OuWLO8kDLPH0EJg8uAXfP9iJyGDpGpaYnsuEBfsY/PkWVh9ONFdL6+hczxy8mGbebhHl+tWSisAd3QOamr4n2HhMFjg1Ue37HHhAEAQ/QRA8gMeAL8RifFMEQagjCEI39Rfa4Ld8EUVF0xpQDo0FwDrTeuOD5fM6Ojo6lYpc0T0KsYqib7OarJnUmxHtlcLR44kZjJ+/hz7TN/H1P2dI0V0GdK5jdp1TirlvrF9OcYSb4Y4CCLlIK9vGY/K+UHmHKIrzBUGoB2wDjKbvHzjwOg8Db5R8mKUkLwOMhdK2KdNqFI2k5KYQ7l9GcgEPTynbasiTCrCaDS6b8+ro6FRq3DnTqiY0wIfPxnbg4Z4N+WTdCTaduAJIhVrTVh3n03UnGdYumvu61ad1TDCVwelQR6es2H1OqosRBOhYTw9aXY3D6z+iKL6H5ErgDN8Cayz2tQbmOHmekmHh0Xr02lEmb5nM2bSzDG4wmNe6vkZQWejMbngA9nwHN7+hF2Dp6OgAkCv6aMtY3TRolWlTO4TvHuzM/rhUfth2jr8OJpBvMJJXaGTRnoss2nORxjWDGNImisFtomgaGaQHsDpVmkKDkb0XpKC1ea1ggv2uj/u7Owatskgj0MZjARbHlBhRFOOAOPW+Cr3ImYqwjMD3hUnMXHk3habM68rYlRy+epjpfabTMrxl6V5n8Ecw8IMKadGoo6NTOcgVvSyC1sqhh2tfJ5T2Y9ozZXALft11gfk7LpCYngvA6cuZzNhwihkbThEV4kefphHc0jKSnk1q4OulX/90qhbHEjLIzjcA0Ok6kQaAewatJ03fo4B9Fo/J4qZTFTecciI7GRF4L7w6v6UpNWfeHt4UGAu4kHGBe1fey1c3f0WXqC6le60iAtaFxxfyd9zfBPkEEeobSpPQJtxU7yZq+Nco3Wvq6Oi4LZVFHmCPiGq+PN2/CeP7NGL9sSQW773EPyeukG8wApCQlsvCXXEs3BVHNT8vbm1Viwe616d1TJEW4To6lQa1nvWG60QaAO4ZtG4GpiA1FFhp8Vhb4BKS9VXlJieZn4Or8VuwdLPw9vBmUsdJDG44mFe3vsq/8f+Sb8xn0qZJfD/we5qFNSvzIfyX8B/v7bRWVbz/3/t0qdWFJ9s/Sfua7cv8dXV0dFyLdSGWe1heOYuXpwcDW0cxsHUU6bkFbDiWxN8nrrD55BVSsiVv14zcQn7fc5Hf91ykW8NwHuxRn37Na+Lt6Y51yDo6jrH7vBK0dqpfTg5Ebog7Bq0bkOyqRgLT5J2CILRFcg14pzhngMrA5st7mR4WCoAHAjP7z6RHTA8Avrr5K17/93WWnllKZkEmT65/knEtxnEy5SSFxkImdJhAg5DSWVcVGAtsBqwgFYRtT9jO7qTdTOs1jQH1i+wHoaOjU8nIseMeYDAaiMuIIzooGh9PGx313JhgP29GdqjNyA61MRhF9l1I4a9DCaw8lEBSumQPvv3sNbafvUaNIF9GdYxhaLtoWkVXbAGXKIpcyrxEdmE2AV4BVPOpRoivngHWcRxRFNllKsKKCfUnOtTfxSOqONwuaBVFsVAQhPHASkEQXgamA2FIXbKOmn4uMwRB8AGz07aNFlJlz8mUk7wYvwaj6UL5StO7zQErgIfgwRvd3+Bq7lX+vfQvl3MuM2PvDPPjuxN3M+vmWbSq0crm+U8kn+CX47/QsWZHhjcebvOYn4/+zNm0swD0jOnJR70/4krOFbZc3MJfZ//iWPIxCowFvPDPC0zNncqY5mPK6tfX0dFxMTmi7Y5YX+z/grmH5tKndh9m9p/psmKmrIIsTqWc4mTKSU6lnOJa7jXa1GhD9+juNK3etNhxeXoI3Fg/jBvrh/HqkJasOZLInM1n2R+XCsDVzDxmbz7L7M1nqV3dn/7Na9IyKphmtarRNLIagWXQWUgURdLz00nMSuRkykmOJx/nWPIxjicfJyM/Q3Nsx5odebHTi7SuUXGui+VJniGP2LRYYtNiyTPk4ePhQ6B3IDdE3lA2BcbXOReSs7mSIU3ErherKxmhopKWgiDcBXwCeAI1gFykgqproihaRV+CIPQF3kXybTUgSQVeFkXxahmP600srK+2bdtGt27dyvJlNMzcN5M5ByWTgrHpGUy9eyOENbQ6Lrsgm4fWPMSRa0esHgvwCuDVrq9Sp1odqvlUI9A7EH8vf348+iPzDs2jUCxEQOCv2/+iTrU6mucmZiUy7M9h5BTm4OPhw5/D/6ROsHKMKIp8vu9z5h6aa953T4t7eO6G5/DWHQiuC4yikUJjYaXLtuk4xkNT32Wet2r+/8Ip8v1D6f1rb7IKsgCYP3g+7SLa2Xx+viGfbw9/S3JOMg+2fpDooGibxzlKgaGAbfHbWH1uNfsu7+NS5iW7x0YHRnNPy3u4vcntHLl6hIUnFnLgygEKDAUUGgupFVSLnjE96RXTi+ZhzanmI2WRRVFkf1wqv+2+yPID8WTmFdp9jbphATSNrEadMH9iQv2pXd2fmNAAYqr7E+rvjYeHFDQbjAZS81KJy4gzB2mxabHEpseSkJlAvtE5H9lhjYZxX8v7ykUOVtYUGAs4m3qWc+nniMuI42LGRS5mXuRixkUSshIwikar5/h7+TOw/kDuaHoHbSLauGDUriXfkE9CVgLxmfGa7ym5KdSpVocm1ZvQKrwVzcKa4SHYl6/8vuciLyw6AMA7I1pzb9d6FfUrlBnbt2+ne/fuAN1FUdzu6PMqLGh1VywyrZ2BjeUdtIqiyI8LBrMj7RQzk67g9fJ58A+1eWxWQRZrz60lzC+MhqEN+XjXx2yM2+jwaz1/w/M80PoB888JmQlM3DSR48nHARjfbjxPtX/K5nN/OvoTH+36yPxzu4h2vN3jbeoH17f6QBlFIydTTuIleBEZGImn4CllSVJPERkQSY/oHnhWsIPB1Zyr7EnaQ5hfGE1CmxDoE0hSVhKXMi9xKfMSFzMukp6fTu2g2jQMbUibGm2o7nd9zVrVnE8/z+KTizl49SDHk4+TVZBF9+ju3N/yfrpFd9MthKoIoihy19TpLPBRyYOmJrL18h6eWP+EedeQhkOY1msaF9Iv8Nb2twjxDeHhNg8TFRjFs5ueZe/lvYAUiEzsMJHu0d25kHGB9Px0WtdoTYPgBlbvmfPp5zmTegZfT198PH04nXqaXYm72JGwwyr7WBxegheFov3AUybML4yaATXx9vDGU/Ak1C+Umv61SM3w42hSInFpSRg8MhA8MxC8ssDgh7EwGLGwGqLBH9HohyAYETyzEDyzEbyy8fLKBs8sRCEHBMfvoQIe1PKvS4vwFtQNjiTHkMORq0c4fO2w5riW4S3pEd2DML8wQv1Cqe5bXfnuG4q/l3+Ffx5zCnPYk7SH7fHb2Xd5HyeSTzgdlKvpEd2Dpzs8XWmzy4XGQgqMBYiiSL4hn/MZ5zmVcooLGRdIzkkmJS+FnMIcDEYDeYY8krKTuJrjWM4twj+C3rV70zWqK+1rtqdWYC3N468sPsjCXZL50epJvWheS3H/yC3M5WLGRS5kXCAuI464jDjS89Px9vDG19OXCP8IalerTb3gejQObUyAdwCuQA9aywBTV6xt5R20AvDjcIxn/8ZD8ITXr0nuwA5QaCzkzW1vsvTMUrvH+Hv5k2fIwygaaVujLT8P+RmAfZf3MWnTJJJzJQF33Wp1WTxsMX5e9lUR68+v59V/XzVnX+Tz1w+uT7uIdtxQ6wbiM+NZdGIRFzPtd+ptHNqYJ9s/SYeaHfD38ud06mlWnFnB5oubCfAOoGtUV3rE9KBVeCuq+1VHFEXOpp3lePJxYoJiaBvRtsiZpyiKFBgL8PH0Id+Qz/xj85l9YDbZhUqPCg/Bw+bsX8bX05eXO7/M6Caji7whGEUjBtGAwWjAy8MLLw+3U9k4jCiKHLp6iB+P/si68+vs/n2aVW/GlC5T6BjZsYJHWDEYRSPJucn4evqaM3NliSiKnE8/b57I5RTkUC+kHg1DGtIyvCX+XhWnSTMaRUZP/Yw/fN+Udnh4wWtXeXvHOyw6uch8nJeHF6tuX8XEjRM5lnzMvD/YJ5j0/PRiXycyIJK2EW2pFVgLfy9/tlzcojmPPWr416BFWAuaVG9Ck+pNaFq9KSE+IexK2sU/cf+w/vx6q2A1KjCK6n7V8cCDU6mnyDPkOfbHKCeMBcEY88MRC4MRC4Mw5tfEkBuNMa8WmPTE1QO86d6oBj0ah1Pov5cfT3xJUnaSQ+f38fAxB7FBPkEUGArIMeSQV5hHbmEuuYZc/Dz9CPAOINA7kEDvQAK8A/AUPCkwFpBvyKfAWCB9GQrM256CJ76evtKXl/Q9uyCb+Mx4krKTMIiGIsflKXhSK7AWdavVpVFoIxqFNiLIO4gCYwGxabEsPb2UyzmXNc9pG9GWTpGdaBfRjhDfEPy9/PH38sfPyw9/L3/zePMMeeavQmMhBqOBQlH6Ll+PC8VC8yqRvM8gGjQ/y88xikbN8+Vz5xSa/o6GXHILc8kzKH9T9c+OTJjKipoBNYkOjKZmQE0CvIJYuj+BvAIRH28jg9tGkFWQyZWcK1zJvsKVnCtOnbtOtTo0rd6UZtWb0bR6U5qGNSUmKKbI+21ZoAetZUCFBq1f94LEgxAYAS86Z4YgiiI7EnZwJvUMGQUZZOZnklWQRUZ+BuH+4TzQ6gGmbp3K7qTdAKwbvY6U3BTuXnk3BUaporZFWAs+7/+51QzOFufTz/Ps389yKqVinMbC/cKl7mB5KeZ9kQGR9KndhwDvAAyigZzCHDLyM0jNSyUxK9G8FOfj4YO3p7cmyHaWoQ2HMrHjRML9w0nLS+PvuL/55+I/XMy4yLWca5pxeXt40yq8FR1qdqBleMv/t3fn8XGVdf//X9ds2ZNmn6RJurfQlpbWltKylVUQBBEUWUQQRPQWrYq3iArcKuB9g95Y9af3DQiK6K0VvrhRRSgFpJUdCnRLui9JmqZJs2e28/tjJtOZJl3SppmcOe/n4zGPmTnnzMk1mZOTz1znc30uxhWMY3TuaAKRAJ3BTrqCXXSFuugOduN2Rf8h5GfkD9hbvb++ur1HGxRHrEj8pNsd6qahs4Ft7dtY07yGZduW0dDZkLS9x3iYWDgx3nue6PLJl3PzjJspzyk/qjalUk+oh/eb3+ftXW/zdtPb1LbU0tjVGP9953hzqMipYGrxVGaUzGBG6QwmFU4a9OfQGezkjcY3eHH7i7yw/YV+v+c+ed48PjblY1x9/NWUZZcd9fs7lGA4wke+9TP+mnF7dEFWIZF/38jZS87u1xNUnVfNtvZtA+wFxuaP5czqM3lszWPx392Rqsyp5MyaMzl/7PmH/ILa0NnAr1f/mme2PMOUoilcedyVzK/YdyWgJ9TDaw2v8Vrja2xt2xrv+QpbYYKR4IDnBrdxU5xZzKjMUXQEOtjVveuA78llZWIiOVjhbELBbMKhLCLBQiK9pUQC0RuRwQ+PqCn2MrZ6Ey3uf7Kl6x2sw59fZ9j5XD6OKzqO44uPZ3LhZKryqqjOq8af48frOnAKWSgSYvm25fz8nZ+zrmXd8DU4RTLcGfGOjdKsUipyKqjMrex3n+/LZ0vbFta1rOOV+ld4aftLSf9nhts/Lv/HYcUGR0NB6xAY1qD1h9OgbTuUTIEvvDrku398zeN8/9Vo8YXbTrqNZzY/E7+cd3b1uczL+zynTxrN6MMcddgd6uapuqd4f/f7bGrbRG1LLd2h7vh6j8vDuTXnUpxVzK6uXXSHupk4aiLjR43nuS3PsXz78gH3W5BRQCAcSNrXUPG5fFx9/NVkeDKobamlK9hFZW4lVXlVVOZUMjpvNPm+fLa1b+PV+lf51epf9ftHYTDH5J9Hvi+f2eWzmVAwgUxPJh6Xh+buZho6G2jsaqShs4Hd3buxsPC6vNFeB3e098Hr8h60JzgUCcUD1L6egcNRk1fDp6d/mgvHX0imJxPLsni98XX+d9X/8q/6fyVtOzZ/LCeWnUhpVimFmdFLloWZhfGenxxvDnm+PHwu36AuY1qWFQ/4DYZMTyYZ7oxBfeuPWBG6gl20B9ppC7TR3N3M5rbNbNq7ifeb32dN85pB95JkebKYVjyNCaMm4M/xU5ZdRo4nJ36ZNhAO0B3upqEj+oVg7Z61vN/8/iF7phJ5XB4+NO5DfGrap5hcOHlQ7TtcoUiIzkAPH/2P3/BcxteiCwtqePvqx/jk0k8CcGb1mazcuZKecE/8dVmeLBbNXsRv1v6GLW1bmF8xn/vOuI+CjAJqW2pZsn4JESvCmPwxZLgzeL3xdV6pfyV+VQeigeHJlSdzauWpAPSEeyjJKmGufy6jc0cfk/c7kK5gFw2dDezp2UNBRgElWSUUZBQkHWMRK0Jbb1u8U8BlXPHjPDHP27IsugJheoJhwhGLUMSK34fCEcKWRShsEbGiy/Z2B6lr7GBNQxuvbNzDjtaBz3vG3YHxtuD2dpGX3YvX243L04XL0wWuTiKuTiKmgxAdhOjCbXx4jA+vKxOv8eF1+YgQJGh10xvuojfSTTjhmHcbN16XF2/sS77P5cXr9hKOhOkJ9xAIB+gJ9xCKhPC4PFTmVFKZW8m04mnMr5zPiWUnkuHOOOLPIGJFeHbLszy+5nFWNa0a1l7LwcjyZJHhziDTk0mmOzP5sScDY3kIRQzhMBT6yinLHEtZVjVl2WWUZRdRnp9DRX5mPAf6cIUjYVY3r+atXW/xdtPbrG9ZT2NnY9Lf5P4KMgoozSrFn+NnTP4YqvOqqcmroSa/hsLMQoLhID3hHuo76qM52G2bold+9tQm9X7n+fJ4+RMvH/P0EwWtRygVOa0A3F0BwS6omQ+f/tuQ776xs5Fz/nAOkHw574SSE5gYvI1f/WsbJbk+nvvKQgqyBz+4KhgJsm7POt5sfBOv28t5Y86jOKv4gNuvalrF0k1LaQu00RPqIdubzTk157Bg9ILoAIldb/NG4xvUttbGe3RnlM5gWvE03tv9Hsu2LRuwh8RlXPFLJ/kZ+XQEOugIdjC5cDKfm/k5qvKqDvs9rdy5ktteui3pH22i0qxSSrJKKMoswuf24TZuGrsajygIGinyvHmcVnUa5405j4XVCwfMO7Ysi79t/hv/+ep/0tzTPKj9e1wecr25ZHuyoyf72Ak/y5OFhUVnsDPp1hXsGvB32feaxH1A9Djsyy0LRoL0hHroCHYcNA1kf33/kMtzygmEAzR0NrC1fSt7e4964r24fF8+p4w+hZmlM5lcOJlcby6b2zazqmkVT9U9RUewI2n72WWzmVo8lYmjJpLny8Nt3FhY0S8i4R66g91JX0y6Q93xW9/zvvWJy/uutHjaJ/Hm7ueik2KVTeOH8y7nkfceAWDxmYt5YfsLPFH7RLw935z3TT5x3CcIR8I0dDVQmVN5yH9qlmXREeygsbORlt4WJo6a6Oic8f1ZlsWW5i5eqtvNP2ubWLGhmfaeY3geMSHAAssN9P8SmOFxkeFxkel1k+l1R597DZleF1leLxkeN1k+N5mxbfoeZ8S2z/K6yfT2vd6F173v5nO78HrMvsduF163weN2EbZ6Wb1nFRv31iUdt33HcV8ups/tI9OTGb+a5jEeXMaF2+XGYzy4XW7cxo3H5cFt3Lhcruhy4+63Td+9CzfhiCEYhmDIRW/ATXevi+6Am46eaI3f1q4Ae7uDtHQFaekM0NIVoLUrSGt3kHDk0PGTz+OipiibmVWjmDe+iPnji6kuGnweqWVZvLRhG5969CUwEU4aV8TiK+bE0yiOZtBsS08L61vWs75lPb3hXm484cYj3tfhUtB6hFJRPYBgD9wdu7w65UK48jcAPL92F39+ZydVRdnMrCpg7riio5pP+Jqnr+GdpneSlj12wWN85bFWNjZFA8BPnzKOOz58lFPFDoPecC/b2qKXKV0uF5nuTPJ9+WR7s4c092ZX1y6eqH2CHe07aO5pxrIs5lfO56zqs5IqLCTqDkUHU2zcu5FNezfR2NVIhjsjnkfW1yMXtsLxb7pvNL7B1vatA+4v15uLP8dPeXY5HpdnX1ASTg48+iT+Dff1zGZ5ssh0Z8ZPaPF7dybFWcVU51VTnVfNtOJph10RYm/vXv604U+8Uv8KbzS+0S/QsgOvy8v0kumcWHoiM8tmMrN05oCzv1mWxdb2raxqWsU7Te+wqmkV61vWH3bPqcflYUbJDOb65zKvYh6zymYdML2gI9DBE7VP8Os1vz5gCsGx8L/1jczv6cWqnseHi3xsadtClieLF694kS1tW7j8z5cDML9iPv9z7v9oIN4xFgpH2LS7kzUN7axraKO+tYemjl6a2nvpCYbpCUboDkZ7dXtDh/+lzE7cLoPLRKdUdxlwG4PLGIwBl8vgNia+ztV37zL7Hse2dbv6XrdveShi0RsM0x279f1OU+GE0QVcOKOCD8+sPOyrnQBf+r+3+OPbOwF4+FNzOPt4+6ZpKWg9QinpaW3bCT88Pvp41ifhkp/QEwwz53vPJpVhKcvL4DefmcfEsiMbGPLL93/J/a/fH39+wbgL+M78e5l6x9/o+4LocRme+fLpjC9V7bzhtrt7N7u7d9MTil6OK8oswp/jt0Udw1AkRGNXI609rbT0ttDS00JrbystPS10BjvpCHbE7zsCHfGek8ReFGBfYO/NifbIxoL8HG8OQL9el8R9ALFLnNFLm16Xl0x3Jnm+vKRbQUYBY/LGMCZ/DDX5NUfcIxEIB2jsbKS+s56m7qZ4D6ZlWfjcPjLcGZRll8XTTwZbHi4YCfLM5md4fM3jvN/8/qB6ixO5jTv5i0rsPssdTWXoS/U4vaubnzY2UTfhdC6NbAbgnJpz+O8z/xuAv2z8C2ub1/KZGZ9R8fsRJhKx6A1FEoKvvkAscsDnvaEIvcEwPaHost5ghJ7QvnV9QVx8u9jyvp9xGJ2KaS/b56Yw20dhjpfCbB+jsn0UZnsZle0jy+vG53HhMkQD40CYhr09bGnuYv2udlq7gv32ZwwsnFzKlSfVcNZxZXgOMkvb9pYuzrx/OcGwRXVRFstvPRP3INMORpIjDVrtO+x5iFiWFQACAMaYAyeMDKWuhEus2dHp19bUt/WrG7irvZevP/EuSz47f9A5MQBn15wdD1oz3Zl8efaX2dDUkXTyCUUs7nl6LQ99as7g34cclZKskgF7+ezA4/IwOnf0EeciWpaFhXXMR6gOJZ/bR3V+9QF73I+W1+XlwvEXcuH4C+kJ9bBp7yY27t1IIByI9/AmBaF9o6wTUieyPdl4XJ4D9opalsVH/3gZdXtreTE7i41eD/d7eyCW9nxWzVnxbS8afxEXjb/omLxXOToulyHLF71EPxwsyyIYtqJBbiAWDMcC3u7AvkA4MUAOhCIEwxbBcIRgOEIgHCEY2u952CIY2vccIGJF84IjVvTnRqzoskgk4XF8XXRbK2H5gbY1xpDtS05jyIo/d5OX6aEgyxu/jcr2xe698fsMz5H9viMRi7qmDv61sZl/rG5kxYbmeLufX9fE8+uaKM/P4Io51XxsTnW/9IG1DW1c/8hrBMPRf96fPHmMrQPWo+H4oDUluhJyJrOiQeu7O/blz31u4QReqm3ivR1tvLGlhd++tpWr5w2+eHBVXhWXTbqMP9b9ka/N/RoVuRWsXL+vLJUxYFnw7JpGVtTtZsHEoQ+gdnf04vO4jirNQdKPMQaDM0+6hyPTk8nxxcdzfPHxQ7pfYwwfn3w197x2FwCfqpxCa280JWFM/hjOHXPukP48SQ/GGHweo3P5EXK5DJPLo7OtXTt/LM0dvfz13Xp+++o21tRHx5s0tvWyeFkdi5fVcXxFPmcdV0pRTgZ7u4M88s9NtMc6taZW5B9RPJAu7NPNkU56EgZ4xHpaV23ft+zjc6r5r8tmxr9JfX/pWna1HVkn8F0L7uL1a17n41M+DsC6xn0FvG85c2L88S9e3nRE+z+YN7e2sODeZZx097P8auVmIrq+JJJyZ1V9kEgomoLS6oqeD9zGzT2n3nPQms0iMjSKczO4dv5Ynv7iqTz1b6dwxZxqsrz7enHX1Lfx0+c38N2/rGbxc7XxgPX0yaX87rMnD8k0w3aloDUVpl4M32qCr66DaZcCsGp7KwB5mR7GFGUztTKfG08dB0RHMH7jyXcJhY8wxy1hRPj6hn1B601nTGBSWfSf14vrd9PW0z/n5mjc97d1BMIReoIR7vjj+1z7i1dpPMLgW0SGhsflJdhyctKyz8z4DDNKZ6SoRSLOZIzhxOpR/OflM3j1m2dz96XTOWNyKb4BcluvPKmahz81hzyH93Q7N1xPNY8P8qLFezt7Q9Ttio7EnlFVEM9f/dI5k/jru/Vsb+nmubW7uOW3b7H4yll4D5KsfSjrYkFrdVEWuRkePnRCBT96rpZAOMJzaxq5dNbhl4g6mNc372HlxuTySP+s281nfvU6f/y3UzQSWSRFIhYEW07GV/wCxhVkWvE0bppxU6qbJeJoeZlerp43hqvnjaGzN8RbW1sJWxa5GW78BVmDqjKQzhzf02qM8RljcowxOUBKro2trm+LD446YfSo+PJsn4cfXzmL3NilgKXvNfD5x9+kN3T4BcsTtfUE2bk32tM5pTxakeDCGRXx9X9dNXTldn68bN8sX1/74BTGlURHg6/avjcpFWKw6na1c+/Ta/jhP9bT0nnk816LOJVlWVjhXLq3Xc8E7yX89OyfHnQWIxEZXjkZHk6dVMIZk0v5wJgiBawJ1NMKt7Nfndbh9s621vjjGVXJpWVm1RTy6xvn8cmHX6G9J8Q/Vjdy39/W8a2LBl9btTYhn3VyLGidXJ7HxLJc6nZ18GJtE+09waO+/PDOtlZeWB+d/3hqRT6fXziBiWW5fPaxNwB48s3tzKweBUSD0FHZPkpy982uEgxH2NXeSygcHYG6vaWbDU0dPL9uFy/X7eu9feTlTfzbmRO5bsFYMr3DM4pWxO76viCHu8ZzfOYZB50URERkJHF8TytwD5Abu511iG2PicTKAfsHrQAnVo/it585mbzM6HeMR1ZsZn1CAHq41ibks07x76v9+qETor2tgVCE59bsYndHL397r572I8hx7Q6Eue/v++aUvuWsiRhjOHNKGaNiM2/96Z2dBEIRfvvqVs754Yuc998vsr2lC4Cdrd2c/l/Pc8r3l3HGfcs5979f5PpHX+N7f12TFLBCNNf3+0vX8vnH3xx0O0WcKpxQm1tpOiJiJ44PWi3LCliW1WlZVieQklFC78Yulxfl+A54GWD66AL+/fzjAAhHLO760/tYlsVzaxr52pJ3+Gft7qT9ffax13nopY1J+1h/wKDVH3/8o+dqWXjfcm7+9Zt85Kcv96sdm6ipvZerHvwXH/zvF7n36TU89dYOLvjRi/yzLtqWSWW5fHBadN8+j4uLZ1YC0NIV5PFXtvDdv6wGYE9ngG88+S7hiMWtS96hfu+BP4aZ1aO4/2MzufmMCfg80cN32dpd8d+hiBxcYhUPh5Z6FBGbUnpAiu3tDrJxd3RK1RNGFxy05+Oqk2r47StbWV3fxooNzVz2sxW8ubUVgCVvbOezp4+nqiib7/55NYFwhL+/38jJ44uZPjrae9tX7srjMowv2Tfr0pTyPMaX5rCxqZNNsbYAbGjq5BtPvsviT5zIS7W7+eE/1jO+JIfbPnQcGW43n3z4lXjv7br9en7zMjx87yPTkyZF+OjsKn61cgsA//Hn1Unbv1S7m0/94lVWbIj2ptYUZbNwSikel4uKgkzGleQwqTyXMcU58dfMqCqI97L+9rWtnFB1wqF+3SKOlzgJols9rSJiIwpaU6AnGGbJ69uYVJ7HnoTBRDMHSA1I5HYZvnPJNC7/eXTGs76Atc//vLix32sef2UL9350BpZlxSsHjCvJifdSQvQS4UUnVLA4NnjK53GR7XPT2hXkz+/spLUrwEuxnty3t7Xy/Lpd+AuyktINEp1zfDnf+8h0/AXJ49pmVhXEg+M+o0dlUb+3m4hFvIfW4zL8f1fPjgfbB3Lu1HJKcjPY3dHLH9/awTc/dLyj69eJHI6I0gNExKb0Hz4F6nZ18O0/vt9v+QlVow752jlji/jorNE8+dYOIBr0XTG3mv95YQOdgWhVAZeBLK+bzkCYp97ayW0XHE9vKExLbO7jxNSAPjecNp4NTZ3kZ3n4/MKJ7Gzt5soH/0XEIh6w9mnpCsb3VVOUzWM3nMS6hnb+tXEPJ40r4oPTygf8Z2iM4bLZVfGcV2Pgx1fN4u/vNSQF3IvOmXTIgBXA63bxsTlV/Gx59L3/ZdVOrphbc8jXiThZYtDqUtAqIjaioDUFanf176E0ZuBBWAP5j0umMSrbR2G2l0+fOo6cDA8Xz6zkW0+9R1N7L3d8eCqvbtrDj56rpTsY5ok3tsfLZsG+cleJCrK8/PTq2fHn1UXZ3PrBKfzX36IBZrbPzZ0fnsr7O9vil/jL8zN4/MZ5VBdlM6Y4h/Om+fvtd3+XzhrNT5bV0R0Mc8Mp45hdU8jUinyWrd1F7a4O5owp5OYzJhzW7wHgE3Or+dnyDQD89tVtClpFDiFxYjrltIqInShoTYFTJpTwk6tmsb6xg7pd7exo6ebCGRWU5x9emdi8TC93fDi55NXYkhx+feO8+PMJpbn85Pk6whGLn72wgb1d+yoBzBt/eCVubj59AgbDluZObjp9PONLo3mwH55ZyYq6Zi77wGiqCrMPa199KkdlseTm+Wxp7uKC6dEgN9PrZsnN83m5rpkzjyvFM4jJE8YU53DKxGJermvm7W2trKlv4/iK/EG1ScRJrMSeVkWtImIjjg9ajTE+oK8w6bBMLlCWn8lFMyqP6c/wF2Ry3tRylr7XQFN7b3z5Z88Yz0njig5rHy6X4XML+/d6zh1bxNyxh7ePgUwfXdDv8v+obF/SRAeDceVJNfFyWL97bRt3XTztiNsmku4Se1qVHSAiduL4kldEJxfoiN2WpbgtQ+qTJ49Jen7FnGpui5XNSifnTi2nMFYD9qm3dxzxjGEiTqCcVhGxKwWtI2BygWNl/oRi5owpBODCEyq4+9LpaTlaOMPj5pITRwPQ2hXk2dW7UtwikZErOWhNYUNERAbJ8ekBlmUFgACAMSYlkwscK8YYHrthHpubOznOn5eWAWufj82p4tEVmwFY8sa2I041EEl3VtJArPQ9J4hI+lFPa5rL8rk5viI/rQNWgGmVBUyNDcB6cX0TDQeZVUvEycIR1WkVEXtS0Cpp4/IPVAHRgSZPvrU9xa0RGZmUHiAidqWgVdLGR2aNxuuO/hf+w+vb6QlqQJbI/iJKDxARm1LQKmmjKMfH2ceVA7Bxdydn/+AF/vj2jqS6lCJOl/j34FZXq4jYiIJWSSu3nD2RbJ8bgB2t3Xzp/97mu39Zk+JWiYwcqtMqInaloFXSyrTKAp79yhl85MR9kzc8/W59ClskMrKoTquI2JWCVkk7laOyeOATszh9cikAje09BEKRFLdKZGTQQCwRsSvHB63GGJ8xJscYk8MwTeMqw6O6MAuI1qWs39ud4taIjAyq0yoiduX4oJU0nsbV6aoKs+OPt7coaBWB5J5W1WkVETtR0JrG07g6XVWspxVge0tXClsiMnIkl7xKXTtERAZL07im8TSuTpcctKqnVQQ0EEtE7Es9rZK2lB4g0p+lgVgiYlMKWiVtleT6yPBED3GlB4hEhRMKaSinVUTsREGrpC1jTDxFQD2tIlFKDxARu1LQKmmtL0WgoU21WkVg/2lcU9gQEZFB0ilL0lqVarWKJEmexlU9rSJiHwpaJa1pMJZIMqUHiIhdKWiVtKZarSLJVKdVROxKQauktdGq1SqSxFJPq4jYlIJWSWuaYEAkWfI0rilsiIjIIDl+RixjjA/wxp5mprItMvRKczPI8LjoDUWUHiACRBKKaKinVUTsRD2tcDvQEbstS3FbZIgZY+IpAuppFdFALBGxLwWtcA+QG7udleK2yDGgWq0i+1gaiCUiNuX4oNWyrIBlWZ2WZXUCPalujww91WoV2SeclNOqqFVE7MPxQaukPw3GEtknOT0ghQ0RERkkBa2S9pInGNBgLHG2xDqtbkWtImIjClol7Y0t3he0rqlvT2FLRFJPdVpFxK4UtEraO86fj88TPdTf2tqS4taIpFYkojqtImJPClol7fk8LmaMLgDg/Z1t9ATDKW6RSOokT+OqqFVE7ENBqzjCB8YUAhCKWKzavjfFrRFJHdVpFRG7UtAqjjA7FrQCvLFFKQLiXKrTKiJ2paBVHGF2zb6g9U3ltYqDRVSnVURsSkGrOEJpXgY1RdEqAm9uaUkaQS3iJBH1tIqITSloFcfoy2tt7gywpVn1WsWZknJaFbWKiI0oaBXHUF6ryP51WlPYEBGRQVLQKo4xu2ZU/LHyWsWpwpF9j5XTKiJ2oqBVHGNKeR45PjegnlZxrsT0ALeCVhGxEccHrcYYnzEmxxiTA2Smuj1y7HjcLk6M9baua2ynszeU2gaJpICmcRURu3J80ArcDnTEbstS3BY5xiaV5QHRWpWNbT0pbo3I8EusHqCYVUTsREEr3APkxm5npbgtcowV5fjij1u6AilsiUhqaEYsEbErT6obkGqWZQWAAIAxRl1vaa4wIWht7lDQKs6TVKdV3RYiYiM6ZYmjFGWrp1WcTTmtImJXClrFUQpzvPHHezqDKWyJSGpEVKdVRGxKQas4inJaxemSB2IpahUR+1DQKo6SmB6wp1NBqziPBmKJiF0paBVHGZWY06qgVRzIShyIpZhVRGxEQas4is/jIi8jWjRjj9IDxIHCEfW0iog9KWgVxynKjfa2qqdVnCgxPUAxq4jYiYJWcZzCWIqAclrFiRIHYrmVHyAiNqKgVRynr4JAW0+IYDiS4taIDC/VaRURu1LQKo5TmDAYq7VLtVrFWZQeICJ2paBVHKcoYYIB1WoVp0maxlVRq4jYiIJWcZzChAkGmjsUtIqzqE6riNiVglZxnMQJBtTTKk6jOq0iYlcKWsVxEntaVUFAnCY5p1VRq4jYh4JWcZyiHM2KJc4VUU+riNiUglZxnMTqAZoVS5xGOa0iYlcKWsVx1NMqThbRNK4iYlMKWsVxCrK88fqUe1SnVRxGdVpFxK4UtIrjuF2GUVnRWq3qaRWn0TSuImJXjg9ajTE+Y0yOMSYHyEx1e2R49FUQUPUAcRpN4yoiduX4oBW4HeiI3ZaluC0yTPpqtapOqziNqgeIiF0paIV7gNzY7awUt0WGSV9Pa1cgTE8wnOLWiAwf1WkVEbtyfNBqWVbAsqxOy7I6gZ5Ut0eGh2bFEqfq62lVL6uI2I3jg1ZxJs2KJU7Vl9OqfFYRsRsFreJIRTne+GMFreIkEQWtImJTClrFkZJmxVLQKg4SiUTvFbOKiN0oaBVH0qxY4lTqaRURu1LQKo6UlNOqWbHEQSwNxBIRm1LQKo6UVD1APa3iIGH1tIqITSloFUdK7mlV0CrOEU8PUFeriNiMglZxpPxMT3ze9VYFreIgqtMqInaloFUcyRhDts8NRGfFEnEK1WkVEbtS0CqOFQ9aexW0inP0pQdoClcRsRsFreJY2T4PAF3BUIpbIjJ8+uq0Kj1AROxGQas4Vl9Pa7fSA8RBVKdVROxKQas4lnJaxYlUp1VE7EpBqzhWVl96QCBMpG9ItUiaU06riNiVglZxrGyvO/64J6TeVnGGfXVaU9wQEZFB0mlLHKsvPQCUIiDOsS89QD2tImIvnlQ3wI5CoRANDQ309vYS6RuKK8eMMQav10teXh6FhYVDdlkzO2Nf0KrBWOIUmsZVROxKQesghUIhtm7dSm9vL8YYXC6XcsOOIcuyCIfDBINBurq6aG1tpbq6Gq/Xe9T77it5BdAZUNkrcYZ9Oa0pboiIyCApaB2kvh7W/Px8KisrFbAOA8uyCAaDNDY20tHRQXNzM36//6j3m+VVeoA4T9/FIbfOXSJiM8ppHaS+HlYFrMPHGIPP52P06NEYY+jo6BiS/SbmtCo9QJxC07iKiF0paB2kSCSilIAUcblcuFyu+D/do5Wdse9Cg3paxSn6qrvpFCYidqOg9QgoYE2dofzdZyelByinVZxBM2KJiF0paBXHUskrcaK+nlbVaRURu9FpSxwrS0GrOJByWkXErhS0imPlJOS0dis9QBxC07iKiF0paJVDMsZw3XXXpXwfQ00lr8SJ4ukBillFxGYUtIpjKadVnEgDsUTErhS0imMlzoil6gHiFJZ6WkXEphS0ygE98sgj8Zmnfve73+H3+/H7/dx8880ABAIBvvvd7zJ58mTKy8sZPXo0N9xwAzt37jzsfaSSBmKJE4UjymkVEXtKi6DVGDPVGPO6MebRVLclnVx//fU0NDQAcMUVV9DQ0EBDQwM///nPiUQiXHrppfz4xz/m8ccfp7GxkTfeeIO1a9cyb968+OsOto9U04xY4kR96QGaxlVE7Mb2Qasx5hLgHmB3qtviJL/5zW94+umn+fd//3fmzp0LgN/v50c/+hHbt2/ntttuS3ELD83rduFzR/8E1NMqTmGpTquI2FQ6nLbesizrI0BDqhsCsHjxYiZNmsSkSZNYtWpV0rq//e1v8XVLlixJWrd58+b4uu9973v99jtt2jQmTZrEtdde22/dRz/6USZNmsRJJ53Ub119ff1RvqOB/e53vwPgoosuSlo+Z84cKioqePLJJwmHR34g2JcioJxWcQoNxBIRuxqyoNUYc40xpvVQl+iNMQuNMS8ZY3YZY+qNMQ8ZY4qP9OdalrX1SF97LOzZs4e6ujrq6uro7e1NWtfZ2Rlf19bWlrQuGAzG1+3e3b/TeMOGDdTV1bFjx45+67Zt20ZdXR2bNm3qty4UOjbBWF1dHQAVFRX91lVWVtLe3k5jY+Mx+dlDKTsetI78AFtkKKhOq4jYlefQmxycMaYE+DkwFyg4xLbnAkuBbwJnAMXAn4AXjTHzLMvqONr2pFpRURETJ04EICMjI2ldTk5OfF1+fn7SOq/XG19XUlLSb78TJkwgEAgwevTofuuqq6tpbW2lsLCw3zqP56g/4gH1zaoz2HUjjYJWcRrVaRURuxqKiOZXwLtEA9G1B9rIGOMhGty+YVnWf8YWNxljPgu8A3wNuHMI2pNSX/ziF/niF7844Lrzzz+f2traAdeNHTv2gOsA3n///QOue/LJJw+4bqCe0KEwefJk1q1bx86dOykoSP6uUl9fT15eHuXl5cfkZw+lvrJX3UEFrZL+Er9QKj1AROxmKNIDbrIs6+tA7yG2OxsYD/y/xIWWZa0C6oAbTML1KmPM/xljrIPcFg5B2+UwZGdnx9MMdu3axRe+8AU+/vGPA/DXv/41advXX3+d+vp6LrvsMtxu90H30dGR+o71vpzWzl7ltEr6iyRcBFFPq4jYzVEHrZZlbT/MTU+P3a8aYN07wGhgQsJ+P2FZljnIbfnRtNsYU22MmZ94A6YfzT7T1fHHH8+6deuIRCI8/fTT/Pa3v+XKK6/kggsu4L777uO1114DoKGhgUWLFlFVVcW99957yH3k5OSk4u0k6UsP6A1F4vUrRdJVJKGnVTmtImI3xybhcWCTY/cDDWfvq0Y/iWiv63C4gTRIRxgOixcv5nOf+xzl5eUUFRXx6KOP4na7eeqpp/j+97/PVVddRVtbG263m/PPP5/f//738QkFDraPkfBPMydhVqzuYJjcjOH8kxAZXpGk9IAUNkRE5AgM53/ovsTHrgHW9S0bNdidGmNOBB4Ajos9Xw7cYlnWu4d46cPA3/dbNh3438G2Id0tWLCAd955p99yn8/HHXfcwR133HHE+0i15FmxQgpaJa1ZSekBilpFxF5S8R96SK/BWpb1NrDwCF63DdiWuGwk9PzJ8EqcFaurNwx5KWyMyDGWmAKjoFVE7GY4JxfYG7sfKJExe79tRIZFck+rKghIektKD1B+gIjYzHAGretj9wPVYKqM3R+45pPIMZDtTcxpVQUBSW+qHiAidjacQeuLsfsZA6ybAexg+AZhiQCQk6GeVnEO1WkVETsbzqD1OWATcGniQmPMDKJVA35hpWAqJWOMzxiTY4zJATKH++dLaik9QJwksadVMauI2M2wBa2WZYWAm4EPGGO+boxxJUwBuxq4b7jasp/bgY7YbVmK2iApkr1f9QCRdBZRT6uI2NhRB63GmKuMMQ3Aa7FFVxhjGowx/eYdtSzrGeAc4MNAA9HpX9cAZ1iW1X60bTlC9wC5sdtZKWqDpEhWQk6relol3alOq4jY2VGXvLIs6zfAbwax/XLg1KP9uUPFsqwAEAAwxvSkuDkyzBJzWrsVtEqaU51WEbGz4cxpFRlxspXTKg6iaVxFxM4UtIqjJaYHdCqnVdKcSl6JiJ05fs5KY4wP8MaeqnqAwyT2tCo9QNJdRDNiiYiNqadV1QMcLVt1WsVBLPW0ioiNKWhV9QBHy/YlzIiloFXSXFg5rSJiY45PD1D1AGfL8qpOqzhH4kAst7paRcRm1NMqjuZ2GTI80T+DTvW0SpqzVKdVRGxMQas4Xt9gLKUHSLqLqE6riNiYglY5oGeffRa/34/P52Ps2LGsXbuW888/n4qKCowxLFy4EIDXXnuNCy64gKKiIoqKipg9ezYPP/xwfD9tbW34/X5yc3MxxvDiiy9y2WWXUVVVRV5eHhdddBEbNmxI0bvcl9eq9ABJd6rTKiJ2pqBVDuicc86hoaGBBQsW0NHRwVe/+lV+9rOfUV9fz9e//nUAli9fzmmnncbYsWPZvn07u3btYtGiRdx0003ceeedAOTn59PQ0MCtt94KwE033cQXvvAFtm3bxurVq9m6dSunn346u3fvTsn7VE+rOEUksu+x0gNExG4cH7QaY3zGmBxjTA6q03pAzc3NfPvb32bcuHEAfP7zn+eWW27hpptuwu/3s3jxYrKzs/F4PFx77bVcdtll3HvvvTQ0NPTb1zXXXMOZZ56JMYbq6mp++MMfsnPnTu69997hflvAvqBVOa2S7iKW6rSKiH05vnoA0Tqtdw7Fjq5+6F/saOkeil0NqdGFWTx+48lHtY+MjAxOPnnfPmpqamhqaqK2tpbrrrsOr9ebtP3cuXNZsmQJy5Yt46qrrkpad9ZZyZXFFi5ciNfr5c9//jM/+MEPjqqdRyJLPa3iEKrTKiJ2pqA1Wqf1vtjjkziKCQZ2tHSzublrSBo10pSVlfVbVldXB8CSJUtYunRp0rpQKEROTs6APa3l5eVJzz0eD6WlpWzatGkIW3z4cmI5rYFwhFA4gsft+AsQkqaU0yoidub4oHUo67SOLswakjYNtaFol8t14EDuxhtv5IEHHjiq/ff29h7V649GVsJUrl3BMPkKWiVNKT1AROzM8UHrUDraS/B2M3nyZAB27Ngx4Prnn3+e6dOnU1pamrS8sbGRCRMmxJ8HAgH27NnDxIkTj11jDyI7IWjtDoTJz/QeZGsR+4ooPUBEbExdSnLETjzxRKZMmcIzzzxDR0dH0rqVK1dy3nnnEQ73zxNdvnx50vOlS5diWRYXX3zxsWzuASVO5drZq7JXkr6SeloVtYqIzSholSNmjOHBBx8kEAhw880309raCsB7773H9ddfz9e+9jX8fn+/1/31r3/lhRdeAGDbtm18+9vfprKykttuu204mx+X2NPapcFYksYiEaUHiIh9KWiVA3rzzTfx+/2sWLGCbdu24ff7ueSSS5K2Oe2001ixYgVtbW1MnDiRyspKrrnmGhYtWsTdd9894H5//OMf89BDD1FTU8PUqVOprq7mhRdeoKSkZDjeVj9J6QFBBa2SvpQeICJ2ppxWOaDZs2cPOPp/f7NmzeJPf/rTYe+3qKiIxx577GiaNqSyEtID1NMq6czSQCwRsTHHB63GGB/QN/JGkws4UFJ6gHJaJY0l9rQqZhURu1F6QHRygY7Y7YhrtIp9JQatHQpaJY2p5JWI2JmC1ujkArmx21mH2FaOQFtbG36/n/vvvx+Izpb1hS98IcWt2ic/a1+Jq7YeBa2SvpKD1hQ2RETkCDg+PWAoJxeQgeXn5x9WbmyqFCQErXu7gylsicixlTSNq6JWEbEZ9bSK4yUGrW0KWiWNaRpXEbEzBa3ieApaxSlU8kpE7ExBqzie0gPEKTQQS0TsTEGrOJ7X7YpXEFDQKunM0kAsEbExBa0i7OttVdAq6Swc2fdYPa0iYjcKWkVQ0CrOoPQAEbEzBa0i7KvVqqBV0llS0Kqzv4jYjOPrtGoaVwHIz4weAr2hCD3BMJle9yFeIWI/SXVa1dMqIjaj79qaxlXYr+xVj3pbJT2pTquI2JmCVk3jKqhWqziD6rSKiJ05Pj1A07gKqFarOIMGYomInamnVQQoyNr3/U1Bq6Qr1WkVETtT0CoH9Oyzz+L3+/H5fIwdO5a1a9dy/vnnU1FRgTGGhQsXAvDaa69xwQUXUFRURFFREbNnz+bhhx/ut7+uri6+/OUvU15eTnl5ObNnz+app55i4cKFuN1u/H4/jzzyyDC/y6iCbPW0SvpLTA9QTquI2I2CVjmgc845h4aGBhYsWEBHRwdf/epX+dnPfkZ9fT1f//rXAVi+fDmnnXYaY8eOZfv27ezatYtFixZx0003ceeddybt7/LLL+fBBx/k8ccfp7Gxkaeffpqf/OQnvP/++1RXV9PQ0MD111+fireanB7QpaBV0pPSA0TEzhS0ymFpbm7m29/+NuPGjQPg85//PLfccgs33XQTfr+fxYsXk52djcfj4dprr+Wyyy7j3nvvpaGhAYClS5eydOlSbrnlFs455xwA/H4/Dz74IHv27EnZ++qTnNMaSmFLRI4dDcQSETtz/ECsIfXLi2HvtlS3or+CavjUn45qFxkZGZx88snx5zU1NTQ1NVFbW8t1112H1+tN2n7u3LksWbKEZcuWcdVVV/GnP0V//rnnnpu03bhx4xg3bhyhUGoDRQ3EEieIRNTTKiL2paB1KO3dBns2proVx0RZWVm/ZXV1dQAsWbKEpUuXJq0LhULk5OTEe1o3bdoEQEVFRb/9VFRUsG1baoP9vskFQHVaJX0lz4iloFVE7EVB61AqqE51CwY2BO1yHWTOxxtvvJEHHnjgoK/vG7UcCASOui3HQr56WsUBlB4gInamoHUoHeUleLuZPHkyADt27Bhw/fPPP8/06dMpLS1l/PjxANTX1zNz5syk7fp6Y1Mp0+smw+OiNxRR0Cppy9JALBGxMQ3EkiN24oknMmXKFJ555hk6OjqS1q1cuZLzzjuPcDgMwMUXXwzA008/nbTd5s2b46kDqdaX16oZsSRdJU/jmsKGiIgcAccHrcYYnzEmxxiTA2Smuj12YozhwQcfJBAIcPPNN9Pa2grAe++9x/XXX8/XvvY1/H4/ABdccAEXXHABv/jFL3juuecAaGxs5JZbbqGqqipVbyFJX9CqnlZJV8npAYpaRcReHB+0ArcDHbHbshS3ZUR588038fv9rFixgm3btuH3+7nkkkuStjnttNNYsWIFbW1tTJw4kcrKSq655hoWLVrE3XffnbTtH/7wB2688Uauuuqq+L5uvfVWxowZc9Cc2eGioFXSneq0ioidKacV7gHuiz0+CQWucbNnzz6sfNNZs2bFS1odTHZ2Ng888EC/QVuNjY0UFxcfaTOHTF/Q2hUIEwxH8LpTH0iLDCVLA7FExMYc/1/ZsqyAZVmdlmV1Aj2pbk86u/TSS/sN2mpoaGDTpk3xKWFTSbVaJd0l1mnVNK4iYjeOD1pl+KxZs4ZFixbR0tICRCsJ3HDDDRQVFfGVr3wlxa1LLnulwViSjlTySkTsTEGrDJvbb7+d1tZWTjjhBEpLS5k5cyajRo1i5cqVA046MNxUq1XSnXJaRcTOlNMqw+baa6/l2muvTXUzDkjpAZLuVKdVROxMPa0iMQpaJd2Fk6ZxTWFDRESOgE5bIjEFymmVNKc6rSJiZwpaRWLU0yrpTjmtImJnClpFYhS0SrpTnVYRsTMFrSIxClol3alOq4jYmYJWkZjknNZQClsicmyoTquI2JmCVpGYTK8Lrzv6n3xPV4Dv/Hk1l/zkn6ypb0txy0SGhnJaRcTOFLSKxBhj4r2tr27awy9e3sQ72/fynT+vTnHLRIaG6rSKiJ1pcgGRBPlZXnZ3BJKWrdzYTN2uDiaW5R72fizLYuXGZrY2d5HhdZHj8zBvfHFSCoLIcEtMD1DMKiJ2o6BVht3mzZsZN24cd955J3fddVeqm5PkQEHl469s4c4PTwOgvSdIboZnwIEslmXxj9WNLF5Wy3s7ktMKCrO9/PCKEzlzStnQN1zkMCSlByipVURsxvHpAcYYnzEmxxiTA2Smuj2SWuNKcgBwuww/vnIWo7KjQewTb2ynvSfIrUve4YS7nuGCH73E71/fRk8wTCgcYVd7Dw++uJGzf/ACNz32Rr+AFaClK8j1j7zG95euJRSODOv7EgENxBIRe1NPK9wO3JnqRsjI8NXzplCam8HCKWXMn1DMqu2tPPjSJtp6Qlzy05fZ2NQJwNqGdv79D6v4+hOrkmpfJjptUgmXza7CwuKftc088eZ2AH7+wgayvG6+dM6k4XpbIkByySu38gNExGYc39MK3APkxm5npbgtI1JDQwOf/exnqaqqwu/3M2nSJK666ir+/ve/s27dOvx+P1lZWRhj2L59O5dccgnl5eXU1NTwjW98g1BoX/mo73znO8ydOxeA+++/H7/fj9/v5+67707V20syelQW3/jQ8cyfUAzAVfPGxNf1Baw+z74/m/0DVo/LcMF0P098bgGP3TCPj8wazaWzqvjBx2fy31fMJCP22v97bWtSACEyHBLTA1SnVUTsxvE9rZZlBYAAgDGmJ8XNGXEaGxuZN28eFRUVvPLKK4wePZpNmzbxsY99jCuuuILW1lYaGhq47rrr+OUvf8lXvvIVHnjgAcaNG8fjjz/ONddcQ1lZGV/+8pcBuOOOO7j22msZN24ct95664jLad3fuJIcTptUwku1uwHI8bn51Q0nUZjt47F/baG2sYMMj4tMr5sTqgq4bHYVpXkZA+7r0llVvLR+N0++tYP6vT28ta2FD4wpGs63Iw6n9AARsTP1tMpB3X777WzdupWHHnqI0aNHAzBu3DgWL1484PZXXXUV48aNA+Dqq6+mqqqKp556ariae0z825kTcbsMeZkefvnpk/jAmCLGl+Zy54en8esb5/HwdXP56dWzufmMCQcMWPtcOKMi/vivqxqOddNFkqjklYjYmeN7WofSjc/cSH1Hfaqb0U9FbgUPnffQoF8XiUR44oknqKqqYvr06UnrTj75ZJ544ol+r1mwYEHS8+rqanbu3Dnonz2SnDy+mBW3nUWmx01B9tGVrDp1Ugl5GR7ae0M8/W4937rw+BE5ijsSsdjU3Mn7O9tYvbONhr3dtPeE6AyEyMv0UpaXQeWoLOaMKeTEmlFkeNypbvIhtfUEeWdbK29vbeXdHXvZ0dpN/d4e9nYHcZloEFeSm8H40hwmlOYyq2YU8ycUU5aXPuMzNbmAiNiZgtYhVN9Rz9b2raluxpBpampi7969TJkypd86l8vF2Wef3W95SUlJ0nOfz0cwGDxmbRwu5flDE7hkeNycO62cJ9/cQUNbD29ubWHO2JGRIrC3K8iLtU0sX9fEC+ub2N3Re1ivy/C4OG1SKdctGMspE4tHTK5kJGKxur6NF9Y3sXzdLt7c2kr4AHnEYQAsdrR2s6O1m5dqd/Poiui6KeV5nDu1nA9O8zN9dP6IeX99LMuiqaOXPZ0BeoMRekMRAqEIvaEwwbCF123wul143CapBrHRdTYRsRkFrUOoIrfi0BulwJG2q+9SYiAQOMSW+7hc+k94KBfNqODJN3cA8JdV9SkLWvuCuuXrdvH8uibe2trCocaG+TwuAqHkcl29oQjPrmnk2TWNHOfP4+qTx3DxzMqUTKTQ2hXgxdrdvHAYgfeobC8VBVkU5/iwsAiGLRr29rC9pSvp97CusZ11je385Pk6Ro/Kigewc8YW4nUf++Pdsiz2dAbY1tLN9pYutu2J3m9v6WZbSxc7WrrpDQ2+hJp6WkXEbhS0DqEjuQQ/kpWVlVFQUEB9ff+Uh0gkws6dOykrK8Pn86WgdfZ16sRS8jI9tPeEWPpePXdcNHXYUgT2dgV5qa6J59cePKgrzcvgtEklzKoexdTKAsYWZ5Of5cXrdtEdCNPU3su6xnb+tbGZF9Y3UberA4iWAvv2U+/xvb+s5sITKvjcwglMKs87Zu+nJxjmzS0tvLxhNy/XNbNqe+uAgbfLwInVozh1YgmzxhRyYtUoCnMGPm57Q2HWN3SwcmN0nys3NscD9R2t3Ty6YjOPrthMts/NvHFFnDSumGmV+RxfkU9Jrm/QPbFdgRANe3toaOthV1svDW097Gztjgale6LBaXcwPOjfzcH48zPJ8o78lA4RkUQKWuWAXC4Xl19+OQ8//DCvv/46c+bMia977rnnuOSSS2hoaBh00JqTEy3g31cKa82aNTz00EP84Ac/GLrGj2A+j4sPTvPzhze209jWy5Nv7eDyD1QN+c9p6QywtqGddQ1tvLezjbe2trAhVrZrfy4Ds2sKWTillIVTyphakX/AQDrL56amOJua4mzOnVrOtyyLlRua+cXLm3hu7S4sK9r7+uRbO/h/b+/g4pmVfPmcyYyNTdxwNELhCO/u2MuKDc2s2LCb1ze3HLCXsSQ3gzMml7JwSimnTSphVPbhHacZnmgliBOqCrjp9Al09IZ4YV0Tf3+/gefX7qK9N3rcdgXCPL+uiefXNcVfm+1z4y/IpDQ3g5wMD1k+Nx6XwbIgbFl09oZo6w7S3hOK3YJ0Bo4sIDUmGnxWFWZRVZhNWV4GGV43GR4XGR4XPo8Lj8tFOBIhELYIhiMEY7+rD0734x6BudQiIgejoFUO6p577uEf//gHX/rSl1iyZAmVlZXU1tayaNEivvrVr5Kfnz/ofZaUlFBaWsrq1asB+N3vfseyZcuGuukj2ifmVvOHN6KTDXzrqXeZPjqf4/wH/l2GI1Y8XaM7GKa1K0hLV4CWriCtXQFaOgO0dgdp6QywqbmLdQ1tNLYdPCe1JDcjFqSWctrE0iMeZGaMYcHEEhZMLGF7SxdPvLGD37++jR2t3VgW/PHtnfztvQa+fdFUrp5XM+ieyB2t3bywLpqXunJDczxo3J/HZZhdU8gZU0o5Y3LpQQPvwcjN8HDhjAounFFBbyjMyg3NLF/XxMt1u6mN9TD36QqE2djUGa/pe7TK8jKoLsqOBabR4LS6MPq8YlSmLQbAiYgMFQWtclBlZWW88sor3HHHHcydO5dwOExhYSGf/exn+dKXvkRTUxMnnHACe/fuBcDv93Pvvfdy2mmnceqpp7Jnzx7C4TB+v5+HHnqIiy66CGMMDz74ILfeeitlZWVUVFTw85//PMXvdHjNGVvEv505gZ8+v4GeYITP/fpN/viFU8jP9EYH1rT38t7Ovayoa+afdbtZ29B+1D8zP9PDzOpRnDS2iDOPO3hv6pGqKszmS+dM4t/OnMCTb+1g8XO1bI/lXH7rqfd4qbaJuy6eRkVB1gH30RsK89qmFpav28UL65v6BYZ9jIGpFfmcMrGEBROKmTu2iJyMY3tKy/C4WTiljIVTygDY1dbDuzv2snpnG2sb26lv7aaxrZemjt5+ub99cjM85GX23byU5Prw52dSlp+JPz8Tf0H0NnpUFpm6hC8iEmesA81B6UDGmPnAihUrVjB//vwBt6mtrQVg0iRNwZkK6fT7D0csPvnwK6zY0AxEL9EX52YQiVg0dx7+4Lf9GQM1RdlMKc/jOH8ex1Xkc5w/j7HFOcNeXisQivD/La9j8XO18VxTt8tw9nFlXP6BKk6sGUVZXiZbm7tYvn4XL6xrYsWG5gPmcI4tzuaUiSWcMrGE+eOLD5iXOhKEwhG6g2EisdjVuCDH59FleRFxvJUrV/aVyFxgWdbKw32delpFUsTtMiy+chYXLn6JxrZeIhY0tfe/pJ/hcTGrZhS5GdHL9z6PYVS2j8JsL4XZvvjjUdleRmVHe+2OdY/j4fJ5XCw6ZzKnTCxh0f+9zY7WbsIRi2dWN/LM6kaA+KC0gWR53SyYUBy/5D+m+OjzYoeLx+0ibxiqC4iIOMXI+M8m4lAluRn84eYF/M+LG9jS3EVTey/hiMUUfx7HV+Qzq3oUs8cU2v4y8dyxRfz9y6ez5PVtPP7K1ni1AaBfwDqxLJeFk0s5Y0opc8cW2f69i4jI0FDQKpJi1UXZfO8jJ6S6GcdcboaH608Zx3ULxvLGlhZe2bSH1Tvb2NDUQXVRNgunlHL6pFKqi7JT3VQRERmBFLSKyLAyxjBnbNGImQlMRETsQQlXIiIiIjLiKWgVERERkRFPQesRUJmw1NHvXkRExJkUtA6Sy+UiEokoeEqBSCRCJBIZ9IxKIiIiYn8KWgcpIyMDy7LYuXOnAtdhYlkWgUCAHTt2YFkWubm5qW6SiIiIDDNVDxgkv99PIBCgra2N9vZ2XC6Xev6OIcuyknq2MzIyKC4uTnGrREREZLg5Pmg1xvgAb+xp5qG293g81NTU0NDQQG9vL5HIwPOLy9AwxuD1evF4POTl5VFYWKgvCSIiIg7k+KAVuB24czAv8Hg8VFVVHaPmiIiIiMj+lNMK9wC5sdtZKW6LiIiIiAzA8T2tlmUFgACAMaYnxc0RERERkQGop1VERERERjwFrSIiIiIy4iloFREREZERT0GriIiIiIx4jh+ItZ9sgHfffTfV7RARERFJSwlxVvZgXmc0Fek+xpjPAP+b6naIiIiIOMBNlmU9eLgbK2hNYIypAC4CNgJdx/jHTScaIN8EvHeMf5aMfDoepI+OBemjY0ESpdPxkA2MB/5iWVb94b5I6QEJYr+4w474j0bCVKTvWZa1cjh+poxcOh6kj44F6aNjQRKl4fHw3GBfoIFYIiIiIjLiKWgVERERkRFPQauIiIiIjHgKWlNnO/AfsXsRHQ/SR8eC9NGxIIkcfzyoeoCIiIiIjHjqaRURERGREU9Bq4iIiIiMeApaRURERGTEU9AqIiIiIiOeglYRERERGfEUtKaAMWahMeYlY8wuY0y9MeYhY0xxqtslx44xZrMxpuEAt4r9ts02xtxvjNkaO0beMMZcnqq2y9ExxlxjjGk1xjx6kG0G9ZnrHGJPhzoWjDHXGWM6DnCe+MEBXqNjwUaMMfnGmFuMMf8yxjQbY/YaY943xnzDGOMbYHudGxIoaB1mxphzgWeBvwB+YAYwDXjRGJObyrbJsWVZlv8At/q+bYwxbqLHxoeB0y3LKgMeAH5vjPl0alouR8IYU2KM+QNwN1BwkO0G9ZnrHGI/h3ssxNx/gPPEVwfYr44F+/k/4L+A/wRKgWLgfuB7wFOJG+rcMADLsnQbphvgATYAr+y3fAZgAf+R6jbqdsw++82Hud2nY8fCh/Zb/iTQChSm+r3odtif+dNE/zFNiX2mjx7tZ65ziD1vgzgWrgPuOsx96liw4Q34G3DvAMt/HfvczktYpnPDfjf1tA6vs4HxwP9LXGhZ1iqgDrjBGGNS0TAZMT4DdAJ/32/5E0R7aJQmYB83WZb1daD3ENsN5jPXOcSeDvdYGAwdC/b0G+CxAZa/Erufm7BM54b9KGgdXqfH7lcNsO4dYDQwYfiaIyOJMSYTOAlYbVlWeL/V78TuzxjeVsmRsizrkFMtHsFnrnOIDR3OsXAEdCzYkGVZv7Isa/UAq/ryWfeAzg0HoqB1eE2O3dcPsG5n7H7SMLVFhpkx5m5jzHvGmEZjzHpjzM+MMdUJm0wg+jep48M5BvuZ6xyS/uYYY5bGBm82GmOWG2OuHmA7HQvpZS4QAv4ce65zwwAUtA6vvgT8rgHW9S0bNTxNkWFmxe5PJ/qN91PAmcBbxpjjYut0fDjPYD9zHSPpbwJwDzCO2CAa4NfGmJ/ut52OhTQR67y4GFic0Cuvc8MAFLSmhnXoTSTNzLUs65uWZe2xLCtkWdZK4GqiI0cX77etjg/nGexnrmMkPf0e+IBlWS9ZUbsty7qDaO/b540xCwZ4jY4FG4vlmf4cWA18c4BNdG5IoKB1eO2N3ecMsC57v20kjViWtXuAZW8A24CzjDE56PhwosF+5jpG0phlWV2WZQ3UU/ZU7P7DCct0LKSH+4j2qF9kWVZPwnKdGwagoHV4rY/dVwywrjJ2XztMbZGRYSfgJtrjugGIoOPDSQb7mesc4kx9OYnlCct0LNicMeY24CrgXMuyGvZbrXPDABS0Dq8XY/czBlg3A9hBtDSFpJHYDCXnHmC1n+iJaU/sW/arwNRYUelEfcfM8mPTSkmFI/jMdQ5JY8aYu4wx3gFW+WP3iVdsdCzYmDHmFuArwDmWZdXGlhUbY8aCzg0HoqB1eD0HbAIuTVxojJlBdFTfL6xYNWBJKwuBL+6/0BhzAlAD/NOyrI7Y4oeIXt45b7/NLyd6aecPx66ZkiKD+cx1DklvdzJw0HFR7H5pwjIdCzYVm83qLqITCSSWv/pwbHkfnRv2o6B1GFmWFQJuBj5gjPm6McZljClhXxL2fSltoBxLFxljFhljMiB+InmcaOHoRQnbPQo8DzzQ943bGHMN8BHgK5ZltQxfk2WYPMphfuY6hzjC/xhjpgIYY3Jil5A/Cvzasqzn+zbSsWBPxphPAA8CLwMfifWu32WMuYvo33yiR9G5IYlJg8DbdowxC4nOMzwZCBOd4u/rAw3WEfszxpQSrRTwUaIzluQQLUHyHPA9y7LW77d9NvAd4AogA9gO3GNZlnpZbcQYcxXwQ6I5yyVAD9HekWbLsqbtt+2gPnOdQ+zlcI8FY8xZRM8VpwCFQBawFngE+PlAPWU6FuzFGPM2MPMgm/zSsqzrErbXuSGBglYRERERGfGUHiAiIiIiI56CVhEREREZ8RS0ioiIiMiIp6BVREREREY8Ba0iIiIiMuIpaBURERGREU9Bq4iIiIiMeApaRURERGTEU9AqIiIiIiOeglYRERERGfEUtIqIiIjIiKegVURERERGPAWtIiIiIjLiKWgVERERkRFPQauIiIiIjHgKWkVERERkxPv/AcjH7TMFB/rVAAAAAElFTkSuQmCC", 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", 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hh7No0SLb60pKSrjvvvvo1asX9957b7ONVxDinY8//pghQ4bw73//m6VLl9r2lZaW8uWXX0ZpZM2PiFZBEIQ4wuPxBJW8snhagXv+9nfmzZvHrFn2vFSXy8Vzzz1HQUEB7777rjqPIAhNTufOnSkoKABg1apVtn3XXXcdp5xyCm+88UYURtb8iGht5cgXiyAIVk444QT69usfWLc2FwAodes4nU5ycnJsr0tOTubMM8+kQ4cOnHbaaRQVFSEIQtMzYcIErr/+em6++WbuvvvuwPZFixbx2muvAXDHHXdQUdH603LiPhErGuzZs4e33nqLrVu3cswxx3D66ac3yXUKCwtp164dXbt25aKLLuLvf/97k1xHEISWw/Tp0/m+YhG565Uv1dpcAODBRx7nimOGkJGREfLaRx99lGeffRaHQ+IdgtBU7NmzJ+AhN3j66adDqneMHz+eiy66iAULFnD//feTkJBAa0dEaxQoKCjg5ptvBsDn8zWZaN2+fTs+n4+dO3dSXl7eJNcQBKHl4bPUvNI0jQyLpzUtq31YwQrQpk2bph6aIMQ133//PWeffTb/+te/+OMf/xjYXl25uaeffpq0tDRcrviQc3K7HAV69uwZWN66dWuTXUfXdaZMmcLgwYMZMGBAk11HEISWhc9f8srh/x602gOKK8RSJAjRYNu2bZx88skUFxdz9dVXs3Dhwlpfk5mZGTeCFSTSGhVSUlL4/vvv6datG7169Wqy64wcOZLvv/8eUBmGbrc7LqYPBEGoGaNMq8Mfvcmw1Wl1R3SOkpIS9u3bR+/evRt7eIIQl/Tq1YuHHnqI2267jcsvv5wxY8ZEe0gxh0Rao8SUKVMYOnQoaWlpTXqd//73v2RlZZGenh7RXZsgCK2bKVOmMPMHVRkgrGgNU6fVSmVlJccffzzt27fnmmuuabqBCkIc8te//pVvvvmG//3vf3WKoOq6zsKFC7nuuuv46KOPmnCE0UUira2cpKQkCgsLAdi5c2eURyMIQrRxu90YjVwNm1x6UEesmkhKSiInJ4eqqipmz55NaWlpk998C0JrJC8vj59//pkzzjgjsE3TNI4//vg6n+v333/n0EMPBWDDhg2cddZZjTbOWEJEayunX79+jB07lm7dutGhQ4doD0cQhCgzduxY9pS3pxwz0prkcpLoclDl8UVkDzj55JNxOBycdNJJVFZWimgVhDqydOlSzjzzTHbt2sWsWbM46qijGnS+gQMHMm7cOBYvXsyqVasoKSkhPT29kUYbO4hojRK5ubnMmTOHrVu3MnXqVEaPHh3YV15ezgsvvMCmTZsYOHAg1113Xb2uMWHCBHRd5/DDD+fJJ59snIELgtCieeKJJ9j+v/ks2pofSMQCaJPsYl9JVUSJWA8++KCU0BOEBjB37ly2b98OwF133cWcOXOqrRAQKX/729+oqqrihBNOaLX5KyJao8TSpUuZNm0aAImJiTbROm7cONasWQPAscceWy/R6vV6WbJkCW63m5SUlEYZsyAIrQOzeoD5JZmRnMC+kipKavG0AmHrtObk5FBaWkr//v3DvEIQBCs33XQTCxcupKSkhDfeeKPBghWol62gpSGJWFHCmnFrLXtVVVXFunXrAuubN2+u1/mLiooYMGAAaWlp9OjRo77DFAShFWKIVizfk+n+Wq31KXnl8/m4+OKLGT16NC+//DK6rtf+IkGIE0pLS3n11Vdt/xeapvHKK6/w2WefkZWVFb3BtTAk0hol+vbtywsvvECvXr0YMmRIYHt+fj6HHHII8+bNY+LEiXz99df1On/btm1Zs2YNuq77Ey8EQRAUvqCSV2BWECiucKPrep0iP2+99RYzZswA4B//+AfnnXceycnJjTdgQWihfP/991x88cXk5ubSqVMnTjjhhMC+pv4fqaqqIjExsUmv0dxIpDVKpKSk8Mc//pEpU6bQvXv3wPbOnTvzyy+/4PP5+P7770lNTW3QdTRN4+6772bEiBF06dJFIiCCEOecfPLJrFq9GsDmaTVEq9urU+nx1emc06ZN48477yQpKYm33npLBKsg+OnQoQO5ubmA8pw2B0ZXrZ49e1JSUtIs12wuRLTGKJqmNdod0s6dO1m9ejW5ubns27evUc4pCELLZPXq1ZSVqbbOwZ5Wg7paBBITE/n73//O5s2bpSC6EHccOHCAv/71r0ycOJHnnnvOtm/06NGMGTOGK6+8stnqp86YMYOPPvqIPXv28NprrzXLNZsLEa1xQI8ePejcuTNjxoxpdXddgiDUjQ4dOpDgvyHWwtgDIPKuWMF07drVtu7xeLjkkkt4++23Q471er1hz1FUVMS5557L4sWL6zUGQWgqCgoK+O6770L+NlNSUnjyySeZM2cOr7zyim2fpmksXLiQ5557LuT/o6m44YYbcDqdDB48mI4dOzbLNZuLuPe0apqWCBghhmad0zpw4ABr165l69atHHPMMXTu3Dmwr7y8nG+++YZNmzbRr18/zjzzzDqd+4477mDjxo306NGDxx9/nMcee6yxhy8IQgtk8eLFnPDUXNbmFNntAUmRNxiIBJ/Px3nnnccHH3zA2rVrGTNmDIMGDQrsGzt2LOPGjePqq6/m4IMPBmDv3r1MmjSJtWvX8ssvv7BkyRK6dOkSOOdNN93EEUccwQknnNAqa1AKscuWLVvo27cvABdeeCGvv/56YF9ycjKjRo1i+fLleDweiouLycjICOx3Op3NOtaePXuyePFiRo0aFbbSR0umdf009eNOoMT/mNWcF3799dc5/PDDOf/881m8eDG6rjNq1ChOPPFEHn/8cc466yxuvfVW3nzzzTqfe+bMmXz44Ye88sorzf4PIwhCbKNXU/LKwCpay6u83P/5Gt5csK1O13A4HAwbNgxQ9oGBAwcG9n355ZcsX76cF154gaeeeiqwPTs7O3Ccw+Gw2ZlmzJjB008/zbnnnsv9999vu9aGDRt49tln+eMf/8iLL75o27d//36WLl3K/Pnz2bNnT8j7UFFRUaefqzby8/O59dZbGT9+fEg0+ZNPPmH69OlMnz6dOXPm1Pnc1UWnWzI+n49t27axcOFCWyWdaLB//37uu+8+TjjhBJ544gnbvt69e5OdnQ3AokWLQl77wQcfUFRUxJIlS2yCNVocdNBBrU6wgohWgIeBdP/jmOa8sLXs1bZt28jNzWXlypV88803bNiwgfbt2wP1K3t14MABQN1xCYIgWNED1QPMbVZ7QEmlaQ94ZtbvvDpvK3d/uprFW/PrdJ17772XBx54gAULFrBw4ULz/CUlgZmlK6+8MrDd4XDwxhtvcNlll7FkyRJGjBgR2Ddz5szA8uTJk23X+frrr7nhhht46aWXQkToJ598wtixY5kwYQJfffWVbd/+/ftJSUmhY8eO3HzzzXX62arjpJNO4vHHH2fx4sW28oUAv/32G++++y7vvvtuSFWX8vJyZsyYQVlZWcg5X331VY477jj69OmDz1e3JLnmZvXq1SG/g0WLFtG1a1d69OjBs88+a9u3ZMkSevfuzaGHHspdd93VaOPweDxs2bKF/fv327YXFxdz5513ctNNN/Hxxx/b9rlcLh588EG+/fZb298bqGn+6667jvvuu892o2XQp0+fBidONyWtxRoY96JV1/UqXddLdV0vBRr3lrsWRo8ezX333cfLL7/Mcccdx969e+nVqxcAgwcP5r///S/ffvttvczbGzdupKCggM8//7zG4+bOnctVV13FCSecwB133FGvn0MQhJaFUadVqybSWmSJtH63Jjew/N7iHXW6jqZp3HvvvZSVlQX6ogOcd955bN++na+++ooJEybYXpORkcFLL71Ep06dbNsfe+wxFixYwF133cWRRx5p2zd27NjA8kknnWTbZ61TXVVVZduXl5cXePZ4Qi0R9913H++9917YsoG6rnPgwIFAgMDg7rvvBiA1NZUdO6p/v6yRZ4BPP/2UqVOnkpmZyWeffWbbN3fuXL7//nt27NjBr7/+atu3fv36kJ8rUgoKCkK2/fzzzxx77LHce++9rFq1KuJzffHFF4wdO5YRI0aERCLLy8vJyclh586dlJaW2vYZlhEgxPJRWlrK119/zeuvv05xcbFt3549e/jss8947bXXAp2lrGNJTU2lb9++IX5qt9vNI488wtNPPx3y/ZiZmcngwYMBKCwsDPkZ77//fu6//36OO+64mt6KmOOHH36gT58+zJrVrJPJTYOu6/LwP4DDAH3evHl6NCkpKdELCgoa7Xw+n0+/8sor9RNOOEG/7rrrbPsWLlyoO51OHdCPOuqoRrumIAixyUUXXaQPufltvddtX+pHPPZDYPuP6/fqvW77Uu9125f6i3M367qu65vzSgLbet32pT7knm/04gp3tIZeLaWlpfq7776rr127Vvf5fLZ9O3fu1O+66y79b3/7m7548WLbvg0bNuinnnqqPnjwYP21116z7duyZYvucDh0QL/zzjtt+7Zu3aq3adNGB/R77703ZDz//e9/9fz8/JDtFRUVemFhoV5QUBAyzilTpuiADujr16+37fvggw90QB81apT+ww/m72zt2rV6u3bt9F69eunvvvuu7TXPPvusfsghh+jdunXT586da9v36quv6qNHj9Y1TdO3bNkS9lqA/re//c22b9GiRfpll12mn3nmmfr8+fNt+955553A6x555JGQ140ePVofPny4/vLLL4e8L9dff71+zz336F988YVt+7p16/SUlBQd0FevXm3b9/HHHweu9+GHH9r2LV26NLDv9ttvt+2rqKgI7Js4cWLIWNasWaMfOHAgZHtLZd26dXpGRoYO6ImJifqKFSsC+1asWKF37dpV79atm/6Xv/ylWcc1b9484/dwmF4HnRb3iVixSFpaWtjtepjoSCRomsann37K3r17bdNtAOPHj+e+++7jvvvuq/fduiAILQNd13n99dfp+scJJLRvE7a5AJjVA35Ya/eAllV5+XplDueOi60ue6mpqYG22MF069aNhx56KOy+AQMGhEQ1Db7++uvAVLw1SRbUNHJRURFAWB/m1VdfHfacSUlJJCUlhd13xx13MHr0aFavXs2AAQNs+0488UR27dplyz73+XxMmzaN/Px88vPzQyLFO3bsCFgygq9ZXFzM8uXLAfjpp59sVjVd13E6nXi9XlshfFDlE19++WUATjjhBFv0/LTTTqNdu3aMGzeO8ePH2143btw4li1bFvbnBnjmmWdCtlVVVXH++edTXq7KswVHPq3rwaUcBw0axJFHHsmgQYM45JBDbPsSExP59ddfSUtLo23btiHXHTp0aLXjbIn069ePc845h5dffpkLL7zQpgGysrLYvXs3QEgEPFYR0RoDVFRU8N577zF+/HgGDRoU1jxdVlbGiSeeyKJFiwLTSHWhe/fu7N27N+w01y233MJtt90WUhfW8MBIlq4gtA4CfkhNfcZYb3/bWD2tfnvAjN/sohXgg6U7Yk60NgXXXnsthx9+OM8//zzDhw+37UtPT2fcuHH07t2bww47rFGud/TRR3P00UeH3Zeamhril3Q4HHzwwQc89NBD/Pzzz5xzzjm2/ePHjycpKYnevXuHlD2aNGkSKSkpTJgwgXbt2tn2nXPOORx//PHMnj07UNXBwPpdYBTMN0hJSWHbtm2N9n1RUVHB1VdfjdvtJisri/79+9v2H3LIIfznP/8hKysrRJimpaVVm+imaRoHHXRQo4yxJeByuXjxxReZOHEi5513ni3o1bVrV4YPH47H4wnYImIdzYjeCaBp2mHAvHnz5jXaB1EkLFy4kEMPPZThw4fz7rvvBjJuKysrWb58OZs3b8bhcHD33XezceNG+vfvz9q1a3G5wt9zvP322yxevJiePXty4YUXkp2dTV5eHpmZmTzzzDN06dKF6dOn1xixXblyJdOmTWPMmDG88cYbdY7uCoIQe+i6TkFBASf/bym7Civpm53GrFsmAbCnqIJDHv4BgGlje3DniUM4+KEZeH06o3tkkehysGiLSsSadfNE+naQm9lYobKyMiSaWllZWW2TGl3XqaqqqjbqWx3l5eUcOHCANm3aSDAjShRXuNmRX05+aRWjemTavOgtifnz5xt+9gm6rs+P9HUSaY0BjELFqampPPXUU5x99tlMnTqVvLy8wPTLxRdfzMiRI9m4cSPp6enk5+eHLRqck5PDTTfdFJguOfvsswFVUHzVqlXcfvvteDwePv/8c959992w4/F4PJx++uls2bKFdevWMXXqVC666KLAfrfbze7duwNJY9Wxbt06rr/+etq3b8+LL74YE2VABCGe0TSNtm3bovlnc6z3ounWOq2Vbn7csBevTwU1Jg/pSKc2yQHR+uHSndx6fMuIzMQD4cRnTYJU07Q6C1ZQ0dSUlJQ6v05oOOtyi/jTu8tZl2smpA3omM5H106gTQsVrvUh7qsHxAInnXQSzz33HCNHjqSsrIw+ffoAKnRvfLBs3ryZxx57jLlz57Js2bJqu1y0b9+eE088EVAeI2vm7MyZMwO+p8MPP7za8bhcLl544QU0TePoo49mypQpgPIYPfPMM/Tr188mYqujW7du/P7777z//vvceuutEbwTgiA0B2bJK1O1piY6cfprYBVXeGzWgMlDO3HiiC6kJaqaz9+HsQ0IgtA0LN2Wz7n/m28TrAC/7y3hL+8tx+eLnxlzibTGAH369OHKK6+01SsE5Vl6+OGHyczMZOjQofTv3z/E1wP2qaHExEReffVVDjnkEC688ELbcX/+858ZN24cL7zwAtdee22NYzr22GP54YcfOOqoowLNCRwOB0899RQ7duwgJyeHoqIi2rRpA6jWi0888QT33ntvwLaQmJgYGNeaNWuoqqoKO1VlZc2aNfTr14/kZHtzssrKShITE8WmIAiNgFHyyipaNU0jPclFYbmbrftLKShV/vduWSkM6pSBpmmM7pnFLxv3szmvhAq3l+QEaVwiCE3JnA15XPXGUsrdqrHEqO6ZjOvdjq9W5ZBTWMHMtXt5cuYG/jJ1UC1nah1IpDXG+ctf/sLll18e1mN78803k5CQQK9evWwFpzVN49prrw07HX/EEUfw2muvRdQl6+ijj7Yd53K5uO2223C5XFxwwQVUVlYCqjHC4YcfzoMPPshrr70WOD4pKSlQD+/HH3+sVbAWFBQwfPhw0tLSbJ1rCgoKmDRpkkRrBaGBFBcX89hjj1Hkr3kZfA9oVBDYkV9OcaWalTluWOfAzeKgTuom1afDxr2to1i5IMQqG/YU2wTrKaO68sHVE7j75KE8d+EYEl1Kwj09ayM/rt8bzaE2GyJaWzA+nw+Px8OePXsCvtim5qKLLmLjxo288sordOjQAVBR1m3bVIvHGTNm2I4/66yzuOGGG2wVERYuXMjzzz8fUuh4/fr1gPq5rrnmGnRdx+v1MnXqVBYsWMDbb78dtluMIAiRUVBQwO23305hkRKtjiDVavW1Aozt1ZabJpvllwZ3Nm+Eg6cqBUFoPEorPVzzpilYp4/vyZPTRgeE6sjuWTxyhlm+6rV5W6MxzGZHRGsLZuDAgUyePJkTTzwxUMuuqUlKSgpJwBoxYgSff/45hx56KJmZmbX2x77tttu46qqrePLJJ23bs7KyuPHGG5k6dSoZGRkUFhbidDq56aab0DSNffv2hVRMCG7RJwhC9Rieds1f7Cq4ut4gvyhNcGrcdvxg3rvqMDJTEkL2A6zPLWri0QpCfKLrOnd+sopNeap26iF92vHgacMCnnODs8Z0D9xI/rJxf6C+cmtGPK0tmGuuuYZrrrkm2sMAVN2/+fNrr1pRUlLCvHnzAAJ9to36g4MGDQrb0/n8888nIyODL7/8kqKiIrKzs9F1nWeeeYabbrqJt99+m+nTpzfuDyQIrZDOnTvz448/cv3MEordoZHW+04ZxthebTm0b3sGdAq1Fw3slIGmqUQuibQKQtPw3uIdfLZcFf3PTk/imekH4XKGjzEeN6wz63KLqfL6mL0+j1NHdQ17XGtBIq1Cs+JwOHj++ed58sknWbRoUcTlU0499VSef/55srOzAfj444+56aabAPj9999Djq+usLQgxDMpKSlMnDgRV4KKngYnNrZLS+TCw3qHFawAKYlOerdXHftEtApC47Ntfyl/+/I3ABwaPD19NB3bJFd7/HHDzG5t363Jrfa41oKIVqFZSU1N5ZJLLuGmm25ixIgR9a4GcPrpp3PKKacAsGXLFtu+NWvWMHHiRGbPnt3g8QpCa8QXKHlV99cO8gvavOJK9pdUNuKoBCG+8fp0bn5/BWVVymJ37aT+TOiXXeNrhnTJoEc7Ffz5cd1eKtw12/NaOiJahRaJ0+nk448/ZsaMGbaqAkVFRTz88MMA3H777UjHN0EIJVzJq0gZ3MXqa5VoqyA0Fi/M3cySbQcAGNa1DTceO6CWV6jZkuOGqmhraZWXeZv2NekYo42IVqHF4nK5mDx5MkOGDAlsy8jIYNeuXYCq7ZqXlxet4QlCzHHgwAG+/vpr3G4jIavuSAUBQWh81uUW8a/vNwCQ6HTwr3PNSgG1cfxwi0Vgdetu/CGiVWhVaJrGP//5T9566y1+/fXXajuHCUI8smbNGk466STK/NVG6hNpHdS5TWBZIq2C0HCqPD7+/N4Kqryq3votxw20VeqojYN7tiU7XTXymbF2Dx6vr5ZXtFxEtAqtjjFjxnDeeefZasMKggBut78kjl+s1sdS3rNdKin+TljrpOyVIDSYp37YwNoc9b80vnc7Lj+ib51e73BoTBnaCYD80ipW7Sps9DHGCvKtLsQFixYtEn+rEPcMGDCAZ555hoQE1Z2uPpFWp0NjYKd0ADbsKYmrvueC0Nj8uv0A//1xEwBpiU6eOGdUSD3WSJjQr31geeVOEa2C0GL55ptvOPTQQ7nwwgvNSJMgxCHdu3fn+uuvx+Fvz1zfyQhj6rLc7WV7vnSpE4T6UFzh5s/vLQ9U87j75KH0bJ9ar3ON7J4ZWBbRKggtlNLSUi666CJ0Xeett97imWeeifaQBCHqmCWv6ldybrDF1yoWAUGoO7quc/enq9m2X930HTO4I38Y16Pe5+vZLpU2yapf1KpdBY0xxJhERKvQqklLS+O9996ja9eu3HXXXZxxxhnRHpIgRB3DKlPfOslDupiidam/RI8gCJHz4dKdga5XHTKS+MfZI+v9/wjqf3lk9ywANu4tobTS0xjDjDmkjavQ6jnmmGPYuXNngz4QBKE1UFpayoEDBxrUXADgoJ5ZpCQ4KXd7+XF9Hned1HhjFITWzsa9xdz72RpAJUM+OW10IPu/IYzonsnPG/fh0+G3nCLG9W7X4HPGGhJpFeICEayCAJ9++ik9ephTkPW1ByQnODm8v0r8+H1vCTvE1yoIEVFQVsUfX1tCub9z1XWT+nN4/5q7XkXKyG6t39cqolUQBCFO8Hg8oJkf+/WNtAJMGmTWQP5xgzTxEITacHt9XPf2r2z1+1gP6dOOP02uvetVpIywJGOt2lnQaOeNJUS0tnZ0HYpbd4eMupCTk8Ojjz7KO++8E+2hCEKzM2DAAC7/4x8D6w2ZgZg0qENgefa6vQ0alyC0dnRd58Evf+OXjfsB6NEuhf9eMAaXs/FkWLesFNqlqXJ2EmmNYTRNu1PTtF81TVuiadpTmqY5oz2mmOGDS+CfA2HBf6M9kqhz4MAB+vTpwx133MEjjzwidVuFuGPChAn8+z//Caw3xDTTvW1qoF7rvE37qPBPdwqCEMr/zfyd1+dvA1Q91pcuHhcQmI2FpmmM8FsENu8rpaii9ZV4bPGiVdO0C4HpwARgPDAcuCOqg4ol1n3pf/4quuOIAdq2bcuUKVMA2Lp1K1u3bo3ugAQhCljv1erraTU42m8RqHD7WLB5f4POJQitlWdn/c7TP/wOqOYcT08/iIGdIm/TWhes9VpXt8LOWC1etAI3Aq/qul6h67oPeA64XpPMG/B6wOcve+FtfXdc9eGWW27h/vvvZ9u2bfTp0yfawxGEZsdnUa0N7XRs87WuF1+rIFjRdZ1nfvidJ77fACgP+f9NG82xQzo12TVHdLP6WkW0NhhN0y7QNK1A07RXazlukqZpczVN26tpWo6maS9qmtY+6JhE4CBgtWXzKqATIIrEW2ku+1pnzba6MnHiRO677z7atm0b7aEIQlSwdl1t6L392N5tyUhSlRO/WZ3Dkq35YrsRBFTS1e0freKfM5Rg1TR4/OxRnDqqa5Ne16jVCrBSIq31R9O0bE3TPgT+DmTWcuwUYCbwJdAZGAkMA+ZompZuOTQbcAIFlm1Gpeumu5VpKXisolUirYIQ7/zzn/+kZ89egfWG2gMSnA6OHKjK9ewpquTs/83npKd/5qKXF3HRy4t44rv1lFeJ11WILw6UVnHpK4t5b8kOAFwOjcfPHsVZY7o3+bU7ZybTMUPVfJVIa8N4HdgETK3pIE3TXMD/gKW6rj+m67pP1/U84CpgKPBX6+FNNdgmZc9v8Nl18MnVsPGHpruOVbR6JdIajsLCQrZv3x7tYQhCs1BaWkphoflF1pCSVwZ/mjyQAR3NWMJvOUXM2ZDHnA15PDt7Ixe9vLBVJoQIQjgWbt7PCU/N5eeN+wDISHLx6qXjObsZBKuB4Wvdnl9GQVlVs123OWhO0Xqlruu3AZW1HHcs0Bf4xLpR1/WVwEbgcotfNQ/wAlmWQ41539it81ScA8vehBXvQN76pruOp8JclkirjYqKCu655x569erFlVdeWafXer1ePv74Y5kGFVocXbt2ZczYsYH1hkZaAQZ2yuC7Px3Fy5eMZUK/9jiDlPDirQeY/vwC9pXU9tEvCC2XKo+Pf83YwPQXFpBbpL57u7dN4aNrJ3DEgMZpHhApI7plBZZXtTKLQLOJVl3Xd0Z46FH+55Vh9q0AugH9/OesAn5FVQwwGIESrFvqN9JmwJlgLjelmPRa7rAkEctGYmIin332GYWFhXz33Xd8//33Eb1u+/btTJw4kbPOOou33nqriUcpCI3LH//4R779zvxbb6x0VYdD45jBnXj7ikPZ9PCJbH30JH766yS6t00BYM3uIo5+4kce+WYtuYUVtZxNEFoWS7cd4ORn5vL0D78HPOMnjujMVzce2WRVAmrCWkGgtdVrjcXqAQP9zzlh9u32P1tbSDwNXKJpWrKmaQ7gSuBZvZYwmKZpPTRNO8z6wC5+mw6HVbQ24bS9LdIq9gArDoeDxx9/nOTkZO666y4OO+ywiF5333338csvvwCqEkFFhfkef/vtt5SWljbJeFsKmzdvlgh0jGOrHtCERVZ6tU/jw6sn0N9vHSiu8PDcT5s54rFZ/OW95fy2u6jJri0IzcHugnL++sEKzv7fPDbsKQEgJcHJ388Yzr/PO5jMlIRaztA0DLe1cy2IyhiailgUrca7Ha6ZtbEty9ig6/qbwLvAPGAR8BvwSATXudz/Guvj+XqNuK44XOZyU3pNPRJprYnjjjuObdu28dBDD5GREdnd8Msvv8wHH3zA8ccfzw8//EBycjIAn332GSeddBKTJ08mPz+/KYcdExQUFHDqqaeybt26wLZt27YxZswYrrzyyhYnXH0+H2+++SbFxcXRHkqTYxetTXutzpnJfHT1BK6a2JeMZPW55/HpfLxsFyc+PZfpzy/g8xW7qfRIspbQcthdUM7fv/qNSU/8yAdLdwZqHx85IJvv/3wU5x/Sq8GVORpCh4wkumaq76bWlowVi6LVIOJvPV3X/67r+sG6ro/Vdf1GXdcj+QR8CdWQwPqom7mxvjgtorUp7QHiaa2Vjh071n6QBU3TOPvss/nmm28YNmwYAFVVVfzlL3/B5/OxYMECPvzww8DxRUVFpKSkkJSUxLnnnktBQUFjDj8q6LrOySefzBdffMFhhx3G/Pnz0XWdCy64gIKCAl588UWeffbZaA8zYnw+H1deeSUXXnghL7/8sm3fkiVLuPDCCykrC3cP3TJpzOYCkZCZmsAdJwxh/h3Hcs/JQ+mWlRLYN3/zfm58ZxmHPvwDf/1gBV+u3N3qEkeE1oHXpzP39zyufWspR/5jNi/M3UKVxwdAl8xk/m/aKF6/bDw92qVGeaSKEX6LwO7CCvKKW4+f3FX7Ic2OcVuQFmZfatAx9UbX9R3ADuu2Zrszcrh4KTODEoeDG73upiuB4JE6rXXliy++YPLkyaSkpNR+sJ/ExERmzpzJ1KlTOfXUU7niiisC+5KTkwMWgo0bN5KUlNToY25qcnNzSUtLC0SjNU1jzJgx/PLLL2RmZtK3b180TeOee+7hpJNO4pBDDmH69OlRHnXkzJ49m5deegmAp59+mhtuuAGHw0FhYSHTpk1j8+bN5OXl8dlnn7XI35+Vf/zjH3w24ycYcy3QjJ95QHqSi8uP6MPFh/Xim9W5vPTzFpbvKADgQJmbD5bu5IOlO3FoMLpHFhMHduTQvu0Y0T2T1MRY/KoSWjtVHh+LtuQzc+0evlyZE5JM2CbZxbVH9+eSCb1JToit7vEju2fx3RqVj756VyFHD65bgCZWicVPgg3+5y7AsqB9RlXe35tvOI3PV7kLeLKdKnKQk7+QB71uEpxN4H3xSsmruvDkk0/y5z//mRNPPJFPPvmExETVF7qoqIj169czbty4al/bp08fFi1aRGZmpk0IJCQkMGnSJDZs2MCHH35YJzEcjnfffZdDDjmE3r17N5rgmD17NiNGjCA7257h+sUXX/DAAw+wdOlSPvroI84888zAvrvvvptly5bx/PPP06mTKok8depUZsyYwaGHHhqwTbQEjj32WJ566iluv/12/vOf/+Dwt4natm1bwKNcWFhIeXl5o4jW/Px8kpKSSEsz78t1Xcfr9eJyNe1H8vr161m4cDHdx6j1aMxgupwOThnVlVNGdWVtThHvLtrOlytz2F+qIqw+HX7dXsCv2wsA1fZyYKcMRvfI4qAeWQzvlknfDmkxJxKElo/H6+O3nCIWbclnweZ8FmzeT0ll6Hdn3+w0Lp7Qm7PGdCc9KRZllL0z1sqdIlqbkjnAnaiGAl8H7RsJ7EKVvmqxOJ2JJOg6bk3jq4pd5M28mn9O/CdZyVmNeyGxB0RMfn4+jz76KABff/0133zzDaeddho7d+7krLPOYtGiRZx55pn861//olevXmHPEa7LlqZpzJ49G13XQ0RmYWEhGRkZAZFkZfbs2fTv358ePXoEtu3evZvzzz8fn8/HDTfcwNNPP217zc8//8ywYcPCjqO0tJQvvviCI488km7dugW25+bmcswxxwBwxRVX8Pzzpq3b5/OxdOlSQCVYWenQoQNz5swJuc6kSZNCtv34449kZ2czfHjz5Dm+8MILbNmyhW7dunHxxReTnp4eckzw7+PGG2/krLPOsr03I0eOZObMmfztb3/j5ZdfDnueuvDRRx/xxBNPsGjRIr755humTjVLVufk5NCvXz9OO+00rrnmGiZOnNiga1WHy+Ui2XLj1NSe1toY0qUND5w2nPtOGcaa3UX8tGEvP23I49ftBXj9adhen87anCLW5hTxziJVU1nToEfbVPp1SKN/x3T6dkinR9tUurdNoUtWMkkuEbRC7RSUVbFqVyErdxayaEs+S7cdCCtSQUVVTxzRhVNHd+XQPu1xRPufpxZs7Vx3FURvII1MLIrWH1Dlqs4AHjU2apo2ElU14MHaKgPUBX8rWCPM2SzhoeO7TyT7q79yY8cOFDsdLMpdxJHvHUm75Hb0btObaYOmcUKfExoeSbM1FxDRWhPt2rXj+++/5+ijj+ahhx7itNNOA6CkpITffvsNgDlz5pCQUL+IePDvsry8nOOOO4727dvz4IMPcvDBBwe233bbbTzzzDNMmTKF7777LvDat99+G59PeagGDhxoO19xcTETJ07E5/Nx44038tRTTwX25ebm0q9fP8rKynjssce49dZbA/uWLTMnM3r37m075+TJk8nIyOCQQw6pt+A8cOAA06dPJzc3lzPPPJOPPvoo5JhwUca8vDz+9Kc/kZ+fzyGHHML9999ve820adPYsGEDQ4YM4e2337bte+mll1i4cCEOh4NLL73Utu+KK65gxowZgRsQK1bBajB8+HDef//9kO2//vorAwYMqDaBr6SkhISEBFtktri4mAULFgDqBsTKypUrqaio4L333qNz58420VpWVkZJSQmaptGmTRvbOZctW8Ydd9xBZWUl11xzDeeee25gX15eHkOGDKGyspLp06fz/PPP89xzz3HXw2Uc9fhsoHk8rZHgcGiM6J7JiO6ZXH/MAArL3czftJ9lOw6wfHsBq3YVUmbprKXrqnD69vwyZq/Ps51L06BjRhLdslLomJFMdkYi2elJdMhIIjtdPTqkJ5GdkUhKgjOqCTNC81Dl8bHjQBlb8krZmFfCql2FrNpZyPb8mr3qfbLTmDSoA8cM7sj4Pu1a1M1Q27REerRLYUd+easqexVzolXXdY+maVcDX2uadhvwONAO1SXrN/96Y3IncF8jn7NmHAmMrajkzZxcrunZl90+FRHNr8gnvyKfX/f+ylvr3uK2cbcxssPI+l/HKlrRwecFR8v5p2tuRo4cycaNG22RysGDB/Paa6/xwAMP8PHHH9O1a+P0jb7qqqtYuHAhAOPGjQuIVk3TmDlzJgAzZszgu+++4/jjjwfgkksuISUlhfnz53PooYfazrdkyZKAoA2OCGZkZAQSid577z2baO3Xrx8PPPAAy5Yt4/DDD7e9Li0tjb179zZoqv+ZZ54hNzcXgEGDBtn2LV26lLPOOov8/HyeffZZLrroosA+TdMCYrR9+/Yh5/3ll1/YtWtX4Ge2YgjJAQMGkJpqT4rYtWsX27Zt46mnnmLatGkccsghdf6Ztm/fzhFHHEFFRQUPPfQQd955Z2DfTz/9xFVXXcWmTZv49NNPOemkkwL7jjvuOBISEjjssMNCbhCcTif9+vVj06ZNXH755bZ9X375JdOmTQPUjdORRx4Z2FdUVMR3330HEPg7MXC5XOzfvx/AVoqtuUpeNYTMlASOH96Z44d3BlS09fe9xSzfXsD6PcVs3FvC5rxSdhWUh7xW11VL2T1FtSefJLocZKYkkJWSQFZqApkpiWo91dzWJiWBrNREyzEJZCQnhDRREJofj9dHSaWH4goPB8qq2FtUyd7iSvYUVbC3uJKcwnK27itlx4HyQOS+JgZ0TGd8n3Yc0rc943u3o3Nmy7E5hWNk9yx25Jezt7iS3MKKFv/zQDOKVk3TzgP+BRiqaZqmaccD+3VdH2Y9Vtf17zVNmww8BNyM6nr1NXCbruuNXZPmYUwhPB6Y1cjnD8XvX+3r9vBW2mje6j2cjQc2sqt0F78fUHbdlXkrueDrC7hk+CVcP/p6Ep2Jdb6M7q7g5cwM5qSmcHlBEUd53SJaayHc1PqZZ57Jqaee2qh+w2uvvZY5c+awY8cOLrvsssD25ORkXn/9dU488USeeuopjjvuuMC+7OxsrrvuOq677rqQ8/Xs2ZP777+fBQsWMHKk/UYnLS2NsWPHMnXq1ID4MRg4cCD33ntvteNsqDf1zjvvpE+fPrz++utccMEFtn1Op5Nt27YBsGLFCtu+rKyswHI4H3BiYiIdOnSgXbt2IfuefvppSktLqawMFS3Dhw9nzZo1DB8+3NbOtC7ccsstlJcrsdSnT5+Qca1fr7rc/fjjjzbR2qVLF/Lz88PaDKZMmcKGDRtYsmQJI0aMsO0rKjLrmW7dutUmWpOTk9E0jeTk5JAyY8nJyYwbN46kpCRbZN4qWmNUs4bgdGgM7tyGwZ3b2LaXVnrYnFfKlv2l7DpQzs4DZew8UM6ugnJ2HSin3F1zIZkqj4+84so6Z1drGrRJNkVscoKTBKdGgtOBy+EgwamhaeD26ri9Pjz+Z7fXh8en4/bqOB2QlugiI9lFh4xkumYm0yUrha6ZyXTNSqFzZnKr9e3quk6520tJhYeiCo9feLoprvD4t7kDYrTYslxU4aHEOK7SY4u+15Xs9CRG+aP7I7tnMqp7Fu3TW3aiZTAju2Xy1UpV8n7FzgI6Z3au9TXhrGyxRLOJVl3X3wbervVA8/gfgSOabEDmdaqAKgBN05qnVYulTms2GjcdfFNgfVXeKv6x+B8sz1uOjs4rq19h3q55jOgwgh1FO6jwVjC0/VBGdRjFkPZD6JHeI2wSl9vn5v6cGXzuT/ha2SmJJ7bP5Nh+J7PzQBn/+XETEwe34dNdj7IoZxG9MnsxqO0gBrYdyMC2AxnUbhDtk9vH9B9vc9LYCTKHHnooGzduZPHixfTs2dO2b+zYsWzbtq1OSVv9+vXjvvuqnzBYvHhxvcfaEFwuFxdeeCEXXnhhyL527doxZMgQ2rRpE1J6zIgSZmZm4nSGfnEHe2ytDBkypNp9jz76KP/4xz/q8BOEcs8999C/f38WL14cEqnt0aMHPXr0oHfv3vTr1y/ktTX5Yh0OB+PHjw/Z3rdvXy666CI8Hk9IpH/8+PF4vd6w/6cpKSksWrQoZLtV2gZHWgsqCvh6y9dM7DGRbumhdonGQNd1yj3llHnKKHer51J3KUVVRRRUFlBYWUhhZSFFVUqsJzmTSHImkehMtD0nOBIocZdQWFnIvvJ97HbvZre2G2+Wl7YdUunmSiXJmYKTZDxejeLKUkrc5Xi84PUm4PW48HhduD0uKt0+Kr1VeHQ3muYBzQOaD3Qn6A7Qnei6E3CCrgEaFbpGLhq5VRpUaej+7YGHdV0HVWFSbdeN7eVAgQN2J6L7ktB9yei+JPAmg6aTmarTLl0jJcFFkiuBJJeLZJeLZP9ygtNFotNFolOtJzqd/uMSSHS6/Mdb9iU4SXQ6cDo0Ktw+yt1K+JVVeSmv8gbEYXmVB03TcGgaToeybzg1DZfTQZLLQaLTQaLLQYJT+fENQV7l9eH26FR4vEpsVviFZxgBGknkszHolpVCn+w0emen0ic7nb7ZaQzp0oZObZJa/ffbyO5ZgeUvVuzmuGGhonXZ9gPM27SfDXuK2bCnBJdD44sbmlx61RutpRUBb0r8XbHmzZs3L+IOSfWiogge9SfYDDsTznnFtlvXdT7b9BmPLnqUUnfNHZacmpNu6d0Y1G4QQ9oNoUt6F8rcZczaPotfdv9iO9aluXhi4j95/BMX6/bmkd7zFbSUbdWeu11yOwa0HcDQdkMZ02kMB3c6mIzE5m9JJwhC47FxbzGT/6WS6K44sg93nTQ0sO/qGVfzy+5faJfcjo9O/YjsFFVRoqCiAIfDQZtEFenUdZ1dJbvYWbKT/PJ8DlQeoNxTjtvnxu114/F51LJPLZd7ysktzWVn8U7yyvPQIy/DLTQiuu5QIhyHX1SDEtIO/28kWHRDeBGu9ukh+8zz2c6tu9Q2TQd8oOlo6KD5/GNyge5C96nnQAn5wJ+JBhokOB0k+CPZCU4HLqe5nOjUSEpwkpLgIDnB6X84cPoTXXVdx4cPXdfVAx2f7gv8Lfp0X+AYdGz7wx1vH5+xqodfDtJZNe1zOVykJqSS4krBp/uo9FRS4a2g0ltJhaci8D/l8Xnw6B68Pi8+3UeCMwGX5iLBmUCCQz1cjgTW7CqhokoDnBzerxNZKcmB/Wt3VbBiRzn4ktB9ieBLxEESy26+mdTEus/u1oX58+czYcIEgAm6rs+P9HUx52mNCyyRVt3nYUNuMftLKtE0jcyUBIZ0yeD0/qczttNY7vz5TpbtVckyTs2JU3NS5TOLb3t1L9uLt7O9eDszts0IuVS6z8dRZeV8nZ6GR/fwpx9vwpvShdReOlqy8hq2SWyDrusUu+3Oi/yKfBbmLGRhzkJeWfMKDs1Bx9SOtE1qS5ukNjhwqH9oyz9ggiOBJGcSGhqFVYUUVBaQ4EigY0pHOqV1YmL3iRze7XAcmoNKbyXzds1jW9E29pTtobiqmCHthzC+83i6pXdjV8kuckrV1IYRbUl2JQeiLE7NiUNz4NW9gX9it8+NR/cEvji9uheH5sDlcKlnTT07HU7bslNzkpWURWpCbBSGFoSmwhrgskZafz/we+BGN78in3t/uZd/H/tv3ln3Do8vfhyP7qFLWhe6pHVhc+FmCioLmnnkNaOh0SG1A0nOJMrcZSqS67F7Xp2aM1R4xBGa5lMR5HD7mnks9cXtfwTw+R9uoHnmSlsWieDy68+Fe9aF7E7KDtlEYfmNTS5a60vci9ZoVA/AMp2/c18Rxz1pLx10y8QuXJ9zJ92dCbw6/V22lu0hwZFA53QV2t+Qv4EVeSvYXLiZbUXb2FSwibxyewYtQAdHEv/ZtZVBVW7aeb28mamiJM7knMAxybTn3ZPfoHt6d3JLc9lwYAPrD6xnw4ENbDiwgW1F2/Dp6kPOp/vILc0ltzS3zj/yb6gM/PfWv0ffzL4Mzx7O7O2zQ4TyZ5s+q/O5G5MeGT0Y1HYQPdr0oGtaV7KSsiisLORA5QEOVBzgQOUBiiqL8OgelduGL3CHnuhMJC0hjRRXSkBQOzSHmmZDPRvbjW2BZf+xDs0RODbwetTrgrfZXmMc51DnN64TuB4aPt2HDx9e3YvP53/W1fityxWeCso95VT5qkhLSKNNYhuykrLoktaFTmmdSHJW7/uyTrdpQV+D1vXgabngY+tyXLAAqW72KDi64dW96uHz2pY9ukf9Ph2JIVPSzlbgCVeeVh3NVUyJdw+g7BTvrnvXdtzcXXO57LvLWLJnSWBbTmlO4EayriQ6Eume0Z3OaZ1JS0gj1ZVKakIqqS4VVcpMyrQ92iS2QUOjyltFpbeSSm9lYLnKWxX4+8xMyqRdUjs6p3UOsUp5fV7KPeV4fB5SE1JJcKj9Vb6qwN95hacCn+4j0Zlosx64HK5ANMsaPTYib8b/kxG5M5aN7ejYjjHEsjWiZ/zPlbmVRaLEXaIeVSU4NAcprhSSnEno6Hh9Xio9bqq8Hio8HtxeD26fB7fXi9vnwePz4vFv8/h8/rH7/6b9N/DWv3WHpry56llH0/TANk3T7WPVfegQGK9PN/ep/yv10IOewYdX9+HxRwetn4HGZ5rH56HKV4UnhhvgaGiBz2wV9K3hc66az8CarAjW44wZCitOzRkI2rgcrsDfp0tz4XK4Au+jEYV1e922mY4KT1W1NyvBJDmT6JIZrrdTbBD3opWoVA8w3/a9hSUhuzfP+wicKlru2PwTPQYcH/AOAQzLHsawbFvuGvvK9/Hb/t8orCwkLSGNjMQMRix5m+RNKrHr1vwC9na9jq/3LMSZugnN4cVX1ZbKvVfTJbUbmqbRJb0LXdK7MLGHWW6n3FPO6n2rWZK7hF/3/sqesj0UVBQE/Gbg/4fTAB0l5vwkOBLITMrC7a2isMpMetlcuJnNhdV7EqPJjuId7CjeUfuBQlzicriUiHUkomla4ObB+B8wljU0+3Si5QbHuEkwxIDL4SLZlUyyM1k9W5aNGwRDZBvPPnz4fD7bOa0PQ0wYQt0q5EurqkgfuBPNWcnn+dBuySVcMfIKvtj8BQAZiRmUucvw6t6AYNXQOLTLoWwr2kZOaQ692vRiePZw+mf1Jzslm7bJbUl1pdqmJhMcCYH1REeimp3RmrdzuNPhJD0x1EdszNxkJmWGeZVJfRJghfrh0324fW6qvFWBv2Ewbzatf8uRCsBgjCCB7f/Wst0qSgP/y1Hwvbq9bso8ZUqsupICN1v15e2F27nzkxVKuGpe0Dxomoe26XDPKf3ome1SPnN3WYhgjjVEtEajeoCmgeYE3Ut5hcpa7ZOdxqjumXy6fDdJvvJAjYVvl23i+te/5ayDu/PY2dWXv8pOyeao7kfZN/peNy8JrF6RTbn7MtKSPIzsX8a8LUngS2LR1nwm9AszRwCkuFIY13kc4zpX3w3Kdkn/B4/X52XTnioufXUJaUlOvr9qLLvLN/DGb28wa/ssdHTaJ7fn5L4nc2jXQ+mS1oVERyLL8paxKGcRRVVFdEvvRtf0rjg1p/LzeCuo9KiIi9vnDkQHnZpT3XX6H8ZdqGEhMERCuKiaT/cFohA5pTmsz18fNmptJRDRtERKNTQqvZV49fpnswqxj2FDKaVmr3ldsd4ENgeaJWD86ppX+XXPr4Gp9POHnI9Lc/Hs8mcBFSF95MhHmNpbNUOI9exioWXi0ByBm4l4J8GZQKaz5huqunDWmG48O+t3dhdW+D3DSRw1sAN/P2M43du2LEtc3IvWqFQPAGUR8Hhx+kXOlKGd+PPkgfyyaT+uMlP4zFi1E4+vL+8t2cGlR/QOKflSIx57GRevR91BXX3UUEb1yGLeGpVZ/P2aPdWK1rpifPBU+Lz8+f3F7CupZF8JfL5sL1dNHMOYTmPILc1lf8V+BrUdhMth/xPs0aYHp/Y7tVHGUl8KKgrYVbqLnJIciquK1fRjcjuykrJom9yWjMSMsBEjXdep9FZS7im3TQUGR8DCRcfCHlvL66uLvlmn+g3BDtisBFb7QvB6sitZRc382dnFVcXsK99Hbmkue8v22oR5dQkFIZ5BW+5CZEkJNfkO6xJtqW66zvAyOzVnYNnlcKlpSzTcPndgWto6NW0sh0vQsCZ5GFEa46bGiN44NScOhyNw0+PxeSj3lquEC08FFd4KKjwVNu96uJ8v2B4SbDGp7mf3+mB/YQo+dxaJbX5Dx8fKfSsBlax5zsBzaJ/cnpzSHNblr+Ov4/7KmE5jwr6fgiDEPkkuJ/edOowb3l5GxzZJ3HPyUKYO7dQi/5fjXrRGDUcCUIFLU9PpY3u1JSXRyY3H9GfLl6YocGnm8hvzt/H3M0YEn6l6PHYNnoA617njetA2NZGMJBfFlR5m/LaH+04Z2qh/wP83cwMb95rWh0+X7+aqiaoEUOe0znROq71eXLTISs4iKzmLYe2H1X6wBU3TAtO7gtBQvD4vlV5142mN7BvR/fqyYkcBp/1bJVxN6rGNXwr/G9h3bK9j6Ziqyo/dP+H++g9eEISY4rhhnVl5/1SSXA37/Ig2zWswEkz8CR0ulDl6TC9VT3XauJ60TzH/oBLwkJygfk2fLNtFUUUd/CYee6TGhZdBnTLo1CaZRJeDSYPVl9OugnJ+y2m86clftx/ghTl2z+ranCI27GnsvhCC0HpxOpwqUSkhVSUHORNwOhredtTaXGBw+mRuOOgGdT3NyUVDL6ruZYIgtHCSW0HbYhGtUUL3Z7m68NCvQ1qgE0eiy8GkAWaXn8mD2nPFkX0BKKvy8vHSnZFfJCTS6uGogaYNYOrQToHlv33xGztq6cMcjiqPj30lKhqk6zrfrs7hmjeXBsrqTBrUIXDsZ8t31fn85VVe25Sx16fz5oJtfFiX90EQhADBJa+uHHklLx/3Mq+f8HrD2kYLgiA0MXFvD4hKySvAoztIQEVax/W2t6Ic1ikV1qrlif2zGDSsJ//5cRNen87rC7aRnODkq1U5VHl89GyXSve2qaQmqjaCe4or+XXbATbsKeb9pP0MsJzXiY8jB5gictKgDrRNTeBAmZuFW/KZ+n9zuOiwXgzt2oZ+HdIZ3DkDlzP8fU2lx8uLc7fw7KyNlLu9dMlMJjs9iVW7zCoBRw7I5t/nHczYh2ZS7vby2fLd3DJ1UER3ejsPlPGPb9fzxcrdHNQji1cuGU9magKPfL2WF3/eAkD7tESOHtyxljMJgmDFehPo8P8rRppoKQiCEE3iXrQSjZJXQKXP6RetXsYGiVYsJSc0n4cumSlMGdKJb9fksjmvlNs/XhXYv3BLfrXXKPWU2mLpqS4f4/uY18pITuCVS8dz8/vL2ZRXSrnby3OWaf2MJBeH9WtPt7YprN5VyNqcYpITnPTJTmVPUSXbLZHZnMIKcgrNyO7po7vywGnDSUtyMXVYJz5bvpudB8r5YOlO1ucWs7e4kgn92jNlaCfapyVSVO5hZ0EZa3YXsWx7AR/9upMqj7JO/Lq9gMteW8zZY7oHBCvAR7/uFNEqCHXEmt7W0qcKBUGIL0S0RqPkFVDu1UhH2QPG9W5r3+m1+Fa9KlHrogm9+HaNvah/glPD7Q3NsHY6NHy6TpK9bwjDOqWSnGAvjj66RxZf33Qk//txM//+cWNAKAIUV3r4/rc9tuNLKj0BOwBAksvB4f2zWZtTRE5hBUO6tOG+U4ZyaN/2gWNOG92Vz5bvBuDWD1cGtn+xYjd3fbIKl9Nhu244lm47wNJtB2zbfli7l7IqD6mJ8mcsCJHi81kjrSJaBUFoOcT9t320Sl6VeqADkOjQ6douqE6atTOIf/mwvu354xF9WLBlP5MGduTcsT3o1jaF3KIKcgrKqfT4cHt9pCa6GN6tDY9+s47EpXbROqpr+C4XSS4nN00ewKVH9GZ9bjEb95awZnchv2zcz5Z9qh5lglNjYKcM3F4fW/eX4fH6mDq0M3edNIQe/vGXV3lJSQztGHTkgA60S0skvzS0hI9PJ6xgbZPs4tqj+3Ps4I6c/+JC9habQrlbVgq7Csopd3uZuXYvp47qGvbnEgQhFLunNXrjEARBqCtxL1qjwa6Ccsq9DnCoKfuQKTqbaFXCU9M07j55aMi5umWl0C0rJWT7nycPpGyZvS3e8C41FxFuk5zAuN7tbB7bnQfKKChz079jeiBK6/XpuL2+kKhtOMEKkOB0cNeJQ/j712vp3yGd8w/tybCumcxat4cf1+fh9el0yEiiY0YygztnMKxbGwZ0zCDRpbwNr18+nmnPLaCw3M3EgR247fjBnPj0XAA+X75bRKsg1AG7p1VUqyAILQcRrVFgydZ8+vpbXiU7wkyL2+wB9Wup1jYtkaRE3R9DVnTNqPuvu3vbVLoHuRecDq3OPdjPGtOds8Z0t23r3zGdK4/qV+trB3duw9c3HcnSbQc4blgnklxOBnZKZ8OeEn7asJfCMjeZqQ1rcycI8YI10iqaVRCEloSUvIoCfbLTaJuuop4JWhjRau396/OE7o+QFIdd8GoNOFe06ZaVwqmjupLkUmL5lJEquur26nz3W25NLxUEwYJPIq2CILRQRLRGgZHds+jeXrVjdYXrVe+1iMt6RloBtKA2rg05V6xxssUS8NaCbXVruiAIcYwvTMkrQRCEloCI1mjh8E/V+8KIrTCJWHVG1yFYtLbgSGswfbLTGNU9E4AVOws54cm5LN5affkvQRAUus0eIKpVEISWQ9yLVk3TEjVNS9M0LY1mbC6A0xCtYYSkzR5Qzwii1429ImMDzhWj/P2MEXTMUJ3EdhWUM+25+Xy3RqwCglATEmkVBKGlEveiFdVcoMT/aJYarQA4/IlDPo899AFh67TWGW9lmG2tJ9IKMLxbJt/+6ahAO1qfDg98voYKdxjLhSAIQHAilqhWQRBaDiJaVXOBdP/jmGa7qsOSye8LEllhSl7VmWBrQEPOFcO0S0vkuQvHcNpo5XHdXVjBq/O2RndQghDDSCKWIAgtlbgXrbquV+m6XqrreinQbM0FAvYACBWT3kaoHuAJ86O0okQsK5qmcevxgwN1Xf89eyMHwjQyEATBPrEj9gBBEFoScS9ao4bDUlc0WExahWp9p/TDRlpblz3ASresFC49vDcAxRUenpm1MboDEoQYRZoLCILQUhHRGi1s9oAgMdlU9oBWGmk1uHZSf7L8TQbeWLCVvUXNFzgXhJaCNBcQBKGlIqI1WjgtkdZg0doIHbHC2gNaoafVSmZKAlcc2RdQTQcWbJESWIIQjHhaBUFoqYhojRbWSGuIPaARPK3eMJ7OVmwPMDi8f3Zgedn2A1EciSDEJjbRKt8AgiC0IOQjK1pEbA9ozESs1i9ah3ZpE0jIWra9ILqDEYQYxNCs/bRd9N72MVQWR3dAgiAIERL3ojV6zQVqsgc0QhtXT7hIa+u2BwAkuhwM76pa5P62u4hKj9RsFQQrPl1Hw8friY9y0PJ7YM7j0R6SIAhCRMS9aCVqzQVqirQ2QkesOCp5FcxBPdsCUOX1sWZ3UZRHIwixhU+HNCropu1XG/b8Ft0BCYIgRIiI1lhoLhAsJhujI1aclbyyclDPrMCyWAQEwY5P10nE8llQVRK9wQiCINSBuBet0WsuYLUH1FCntd6JWPFX8srAiLSCJGMJQjC6rpOE5bOgUkSrIAgtg7gXrVGjydu4xl/JK4Oumcl0zEgCJNIqCMH4dEjULJ8FVZKIJQhCy0BEa7RocntAmESsOIm0apoWsAjsKiiXJgOCYEHXsdsDJNIqCEILQURrtIjYHtCYkdb4yaS3WQR2FERvIIIQY/h0nSQsN7XiaRUEoYUgojVa1FQ9wNsIzQXCJmLFR6QV4KAeWYFlsQgIgokenIjlqYiLGs6CILR8RLRGC4cl0hr8heFrhDqtcZyIBTCieyZOh2pRuXDL/iiPRhBiB58OSVrQZ4H4WgVBaAGIaI0WDqe5bI2A6nrjtHGN45JXAKmJLkb7o63Lthcwf5MIV0EAwx4QJFrF1yoIQgtARGu0qK4jVrDvtN4dseI70gpw/dH9A8uPf7cO3dJzXRDiFZ8OicGiVXytgiC0AES0RgubPaCGDlj1TsSKb08rwKRBHRjbSyVk/bq9gFnr9kZ5RIIQfULqtIJEWgVBaBHEvWjVNC1R07Q0TdPSgORmu3B1dVqDo6G6D3y+up/fWj3AleI/d/zYA0CVvrr1+MGB9ce/W4/PJ9FWIb4J6YgF4mkVBKFFEPeiFbgTKPE/ZjXbVZ1W0VqLh7U+XlRrIlZiWuh14oTxfdoxaVAHANblFvP9b3uiPCJBiC5hE7Ek0ioIQgtARCs8DKT7H8c021WrtQeEE631EJuecKI1viKtBtdM7BdYXrZD2roK8Y2KtIqnVRCEloer9kNaN7quV4GqtK1pWvO1TqquTmu4ZKn6JFAZotWZqB71PU8rYGCnjMDyrgPlURyJIEQfPVwilkRaBUFoAUikNVo4qxGt4aKq9elkZYhWV7IpkOM00pqVmkBqoioxtqtARKsQ34RNxBJPqyAILQARrdHCGmm12QPCCNR62QP8QWNnoimQ4zTSqmka3bJUMppEWoV4x6dDohZ0AyuRVkEQWgAiWqOFo5o6rY1lD/D6e4u7ks1rxWEilkG3tkq07i2upNJTj8i1ILQSwjYXEE+rIAgtABGt0aLa5gLh7AENiLS6Es1r1VTyqvwAvH8RfH1r/UpsxThGpBUgp6D5rMuCEGuEbS4gkVZBEFoAIlqjhbWNqzWSGi6qWi9Pax0jrXP/Cb99Bouegy0/1f16MY4RaQXxtQrxjR62eoB4WgVBiH1EtEaL6uwB4ZKl6lU9wIi0JtXuafVUwvK3zfWdi+t+vRjHGmkVX6sQz/h0Xeq0CoLQIhHRGi1s9oAmrNPqTDIFsu5V9W6CWfsFlO0313ctrfv1YpzulkjrTom0CnGMT4ekkI5YIloFQYh9RLRGi0jbuEL92q8aHbFcSdX7Zw2Wvmpf37U0vLhtwXTLSg0sS6RViGfCNheQSKsgCC0AEa3RotqSV42QiOXzWaoHJFXvnwXYtxG2zrVvK82Dwh11u2aM0zEjiQSnBsCugrIoj0YQooeu07jVAw5sg4/+CL++3rCBCYIg1IKI1mhRnT0gXFS1rk0BvJYWrq6kIP9s0JfV0lfM5S6jzOVWZhFwODS6ZPprtYo9QIhjfD6dxGB7QGWYRKzfPodZD0FVLTd5vzwJqz6AL26Cwl2NNk5BEIRgRLRGi+rauIaLqtY1EctjFa3JdoFsFcVej5mAlZQJkx8w97Uy0QpmMlZOQQVeX+uyPwhCpPh0SNKq7BurSuyWoNxVqgTenMdh5v01n3Df7+pZ98HGGY06VkEQBCsiWqOFoxohGTYRq46RVqtoddYQaS3OgfJ8tTz4ROh5KGh+K8GuX+t2zRaAUfbK49PZWyy1WoX4RCdMpNXnsX9uLPgf4BexK98Fdw3/L4U7zeXfRbQKgtB0xL1o1TQtUdO0NE3T0oDkZruw1Wdamz2grpHWYHuAsxr/rLViQJuukJACnYap9d3L6pcAFsNI2StBUAHVkEQsMH2tJXlqut+gohDWfxX+ZD4fFFksAZt/MmtEC4IgNDJxL1qBO4ES/2NWs121Th2xGhBprcnTahWtKe3Uc7cx6tldBvvW1+26MY40GBCEatq4gilal75iv/EFWPZW+JOV5plJn6CaFOxY0DgDFQRBCEJEKzwMpPsfxzTbVauzB4TtiFVXT6tlKi+k5JWlvFb5AXM5tb16NkQrtDpfa3dLpHWnRFqFOMWn6yRqYW6EK0tUlHTxi2rdlQzZA9Xy5tlQtDv0NeGqjIhFQBCEJiLuRauu61W6rpfqul4KNJ/RsdpErHD2gLpGWi2RD1dy9eW1rJHW1KBIK7Q60SqRVkEwmguEmcKvKoE1n0DJHrU+6g8w7gq1rPtgxTuhrwknWjfObLzBCuFpZXW0BSFS4l60Rg2HAzT/29/YHbGskVZnYvXltcryzWUj0tphECSmq+VWJlq7ZKagqVKt4mkV4hZdD5OIBSrSusLSzvmQa2DE2eozBJRFIFgsWZOwEjPU897f7NvrQ8EO+OBS+PYOyGvBNiWvG1a8B3vXNd45t8yBR3vBO9NFvApxh4jWaGJYBKzRz7AdsRqSiBUcabV8Wdk8rW39Y3JCxyFqOX9Lq/pQTHQ56JiRBEikVYhffL7qErGKzfJV7ftDx8FqBmbQiWpb/ibIWWF/jVWcjjzXXG6oRWDBf2DNx+r53+Ph1ZMbV/g1F59cBZ9cCS9ObpwatroO390JlYWw/mvYv6nh5xSEFoSI1mhiiEmrz7TRE7ESq0/EKg8TaQVo0009V5WozOFWhFFBYNeBcvRWJMgFIVJ0n5dEzRu6o2y/6Vtt29vcPuQUc3nrz/bXWEXr2EvN5c2zGzZIQzwHrjsXvrm1YedsblZ9CKs/UstVxTDzvoafc+tcVUPXIF9EqxBfiGiNJkYpqkg7Yv30OLx+eu1317ZErOTaS15pTkjONLdndjeXGzrNF2N0a5sKQLnby4GyOkawBaEVoFk+b/SEVHPH3rUEarNaRWuvw83lbb/YT2Z4WpOzoPMISOug1vM2NGyQBdvVc1ImZHT1X3seVJU27LzNRdFu+Oov9m2rPoBt8xt23nnP2tfzNzfsfLFCwQ5Y+T6U7q/9WCGuEdEaTYxIq7cWT6vXrWonzn5IRTAWv1TzeUMSsWrxtKa2I2D2BDPSCvYajK2Azm2SAst5xZU1HCkIrROXz/y796VmmztyV5vLVtHapgu066uWt81T/gID46Y2s4d6btdPPR/YYj+uLui6KYY7DobR0/2DdcPWX6p/Xayg6/DZdeYsVbex5r5v/qo+d/dvss+IRULeBvj9O/u2WBate9bAs+Ph/4bDyyfAp9fCptmhlrPc1fC/w+HjK+DJEfDdXVCcG50xCzGPiNZoYojJWu0BbqgoMNdL82o+b42JWJZrGaLVqNFqkGkRra0s0tohQ0SrEN84LKJVt/7v71ljLmf1sr/IiLZWFMBe/3FVZeZsjTE7Y4hbT0X9b3jL9qs60aDEcN+jzX0NtR00BzsWwiZ/ye/sgXDxF9DnKLWeuwr+0QeeORieGADrv438vAv+E7otVkWrz6tE6r716gZk+zxY/ha8cTq8coKqMOF1q/G/cYYp8N2lMP9ZJXaNaLsQHk+leo92Lgn1mrdiRLRGE0NM+mpJxPJ5wW1JHKptisxbx5JXVj8rQBuLPaCVRVptorVEWrkK8YdTt9gDUiz/+1XF5rI10grQ+whz2Yh2Wj8bsvyR1vZ9zW319VtaxUpWD+gxHhLS1PqmFiBady42l4++ExJT4fjHzBbZBhWF8O558OsbtZ+zLN8sOZbeCTK6qOVYFa2/vg45y9VyYoZZgQJg+3x48yx4rLdKUCvdq7Z3GaVsJqASzVrC7zoa6Dr8/H+qgsSTI+DFY+G5o5R9MA4Q0RpNjFaukdgDrFNJRuea6rB5WqspeVVVBh6/EE6tKdLaukRrdropWvcVS7tJIf5w+ix/98E3rAZtq4m0AmzzJ2NZa7QGIq39zG31zWy3njerp2qQ0tt//by14ZscxBK7l5nLhjWg01A44zkYMBWGnwUDT1DbdS98fj3MDxNFtbLqA/NzfdwVZtOHA9vqXl2mqSnLhx8eUMuaEy77Fu7aAxd+Ct3Hm8dVlZiBkx6HwqXfwoWfmPv3NdAX3RrRdZj9d5h5v/n9bTD7obpF7lsoIlqjScAeUEtzAZ/bLkRri7QGJ2LZum/5P+BslQOCRGtaR/M1rTrSKvYAIf5w1CZaU9raEzNBRTyzeqrlbfP8vlOLdcgQre0torW+UUBrpDXTf02bReDH+p23udi9XD2nZtuTWkeeA+d/AGe/DNPfgcn3m/tm3mevmx2MEWXVHHDQ+aYNQ/fG3jT6rIfMbovjr4DOw1Vd8n5Hw+Xfw0WfwyFXQ/YgdUy3sXDeeyoibYhxCK0gEe/4vEqszvFHVDUHjD4fDr7IPObjK+03i7oOv8+Euf9Sne5WfQhFOc067MbGVfshQpPhDCNaq6vTWifRarUHBLdx9V8rXGMBA4dDJV8UbG99ntZ08bQK8Y01EYukdDV1a7UUBVsDDHodAQVvq+hY3rog0WokYlntAfUVrdZIq/+8/SyiddNsGH1e/c7d1FQUmraIrqPtCa5WNA2O+LNq6DD3CfX+r/oADrkq9Ni968zobd9J0KZr0Pu8xX6zEE0KdsDSV9RyajZMusO+X9Og70T1AKgogsQ0c9YxKV3Z04p2wn4RrYASnuu/hh/+pv7vQEWwz3pBRe1B/Q8vflHZKt48E469F3ocAl/dAhu+sZ8vrQNcuwDSsmmJSKQ1mhj/qLZIazWe1vpGWp1J5nXAFMW2xgJBkVYwfa1Fu1tVg4G2qYk4HeqLRESrEI84rTfGrmSzA55BdaK1t8UisPXn8JHWpAzluYTGsQcY5+0w2PRxbp5d/8oETU3OSnO5y+jajx97mdkZcdmb4Y+xts8d5a+k0Bg3B03Bui9Vy1+Ao26BlKyaj09uY/9+Asjur54PbK17hYWmpiwfNnyvov27ltYcHW8MclfDKycq77MhWB0uFa03BCvAcY8okQrqffvwMvi/YaGCFVQid2PUDI4SIlqjSdiOWNXZA6ye1uLQY6x4gyKt4UpeVddYwMDwtXoroXRfzddrQTgcGu3TVFLAvobYA3QdvroZXjsl9j12gmDB6mnVXEkqumUluHKAgdXXuuUnU1w6XKZQhaCyV2GaGNSGMd2dmq2icOCP0PmjraV5sGd1+NdGGyP5CFSktTYyu5k/V+5Ke+MAUO/fyvfUcmI6DD5ZLbdrhIS3pmDdV+by0NPqdw7DIqD7YkeQ7/sdvvgT/GsIvH0OvH4avHAMPDEQvrmt8evLVpaoFsbPHaUqLxgMPAGumgvDTrcf70qEaW9C/ymh52rXD859Hf7wjnnjt+xN2L6wccfcTIhojSaBjli1RFq97rpVDzDKxUCoPcAbzh4QLtJqrdXayiwCfl9rgyKtW+eq6Zgtc2DBfxtpZILQ9Dh1q2hNVNndVqqLtLbtbXpM134BO5eq5TZd7dEyo4KAt6p+9iLDHmBYAwz6H2suz3um7udtDgw/K0QWaQXlUTVY/rZ935afoNjvQRx6uvJ9ArTrYx7TGMJO12HLXHut3rpSlm82n+g2Vv1d1If2A8zlaPtadR3mPKFaCS99xT6LCer7euH/4OnRsOiFxpmVLNkLr56kSpzp/pu+rgepRLXz3lVJfeFI7wgXfKhE7YhzlUA97Hq4+md1AzH4RJj6kHn81zeHD5LFOCJao0k4T2vYRCyP/Z/FW2X3rQZjjYymZttLXkXiaYWgrlitMxkrv6wKj7ee04zW3uo7FjXCqFowXk+rspC0dlzWSGtCcmiktTrRqmlwzN3mutt/85wZJC4bEgUsL1C+vHDnHXyyKZpXva/qU9aXnBWw/J3GF0VGpDW1vf0ztCYGnWQmvq18z/7Zvuwtc9losgCQkGIGFhpDtC78H7x2siry//IJsPbLuv9Pr//GtAYMPqn+Y8m2itYoVhBwl8NHf4RZD5o/V1pHOOqvMOVBmHCjaa2rLIKvb4Fvb6/f7ILB/k3w0hTz7yilLZz8JPzxB+h1WGTn6DJS+V1vXgfH/d280QFlKeh9pFrOXQVLXq7/WKOEiNZoEq4jVrg7n+CSV2B+YYTDuDNPzoKE5PAlr2r1tLberlhG2Stdh/zSepa92jjTXN69rOabiNZM3gb45yB47siW02IzzgmxB4R4WquxBwCMPBdGnGPfFizOGlL2KrjclZWEZJhyv7n+7R12YaXrsOJd+w2llfICFQ3735Fq2vXTq+HZsfDCsep1Db3xqiiC/RvVcpfR1SdhBZOQbL6nZftV0g2oqO3qj9RyVk/oOcH+OuPm4MC2hkXM3BUw95/m+vZ58N75MPvhup3Hag0Yckr9x2OtIGC8n81NWT68ejKs/lCtOxJUrd0/r1Y3boffCFMfhJuWq4Q6w5e88H/wwSV197pWlaraqy8crTypoHzcV/8MYy8N9f3WF02Dk/5pWgZ//leL++4S0RpNAvYAt/mBGTYRyxNak60mgWC0wDP8K+FKXllFazh7QJx0xdpbH4tA4S7Y+5u57q0M9aLFCyvfhbJ96udfH8b0L8Qc1uYCmiso0qo5QiOcVowvPaugDBattrJXW+o2uIIaRCvAsDPNhJOdi0xRB7DoefjkKnjrbDXVbZC7SpUC+ucgFQ3LXWk/564l6nVLammPXRvW80biZ7Uy2mIR+OY2VZbo678C/u+Fibepqi5WDIuAz90wC9fK98wui9ZZt/nPQmUt+RMGVaWw6Qe1nD3QHi2tK226ms0kohFpLd0Pr5+q/i5AvScXfQaHXq3sdlaSM1Xpsj+8A64UtW3t58rr+s55qm5qTTdD+zaqm4OnRqlyVkZnsJ6HwaXfRB6trwsdBplR++IcU5i3EES0RhNrBNSYfgjbEStMpLWymgYDPi+U7FHLGZ1Dr2PYA4xELM1hdiGxYu2KFSxadV19Ecz9l0pEeme6WZevBWAre1WfZCzjw9mKtQtOPJG33lzeMid64xAixqUHJWpaPa2Z3e2fF+FIzoSzXlKVBwD6HWvfX5M9oLxARRCr+yK3VQ4II541TWVKG8y4T30WuivU55HB3CfU89518OIU/7S7YbHSoP9k5e8z2qsCzPyb8hPWl/r4WQ26HqQ8qwAlufD8JCXKQflDR4Up8WV9n+tbqcHnU+IUAA0unwGH/0mtusvgt88iO8+mWeb72xBrAKjfsVFBYN/vzWs9Kt2nvtOMIETbPnDFLHvljHAMOh4u+coU/T43rP8K3pmmvh+t36GeKmVNef5oeHYM/PSYedPgSoYJN6gmC+GCSY3FYdeby/OeaVH2rriv06ppWiJgfEonN+vFg9urOpymqHS4zGWvx56IBdVHWkvzTAEciLSGaeNqRFpT2obewYP6h3Elh+8h/sVN8Otr9m1rv7AXOY5hrJHWffWJtIabfty5CLi6/oNqqYhobXEkWEWrM9Eeaa2uckAwPcbDdYtUV6NOw+z7EtPUZ09xjl1MearU1HzhdjjpXzDu8tDzBrdwDUf3MTDyDyrKX7QTfnxE+XBLcs1jNv+oEsV+uN+cpcrsCQddoGq8GueecAN8f7f64q4sVCL4jHomVta1coAVTYPT/q3+n/LWWn4WDU58PPxndEjZq2NDj6mN3783o5mDT1JR8oMvgl+eVNuWv63es9pY/bG5PLgB1gCD7IHKd1xZpG4kMjrV/ppweD2w5Uf47XP1Hg87U3k6w72fOSvhvQugYJtab98fLv4i8oSy7mNU/dNlb8CK92Cf/7Nxwzcqcbf7WEhIVaWyjMCSgStZvc9H3qJqpDc1HQapSgQbvlGzhpt+UDdyLQCJtMKdQIn/MatZr2xLkPKLSUOoupLt+4IjrdW1ci22fHCHjbQaotUfGa2ujaOmmb5WayKWpxKWvxV6fAvqspHdkEir12125Gnb2yz1syMOI62eKnsSyIEtsdedRwjBabUguZLNslJQfRJWONr2ChWsBoGyV1tNv+X+35VgheqjO7ZuWDXYFKb8zUxeWvBf+PHR0GM+uMS8keo0Am5cBpNuCxXDE2+DDL8wWfE2bJtf/XVrYtev6jmlXc1jr46kdPjDW5Bk6UY25mLodnD449s1wIZhYK3CMOFG9dy+n2qrCqoaQG3n3vwjrPGL1jbdVdS4odgqCNTTIrDkZfi/ofDmWSrIsvRVNe3/9Gj46XEz+llVBr++AS9NNQVr9iAVOa1rBYT0jnDkzXDdQtX5y/gdVZWo92n913bB2mcinP5fuOV3ZbtpDsFqMOEGc/mXp5vvug1ERCs8DKT7H8c065XDTdsbkVCHy14SK7jURnWR1nCi1RZpNaoHGJHWGqYgDF9rcY6ZEZm3zhxrT0s2ozG90QKwtXKta6R15xJ19w+qJl73cWq5cLv9vY8H8jeZJVkMJNoa87h0q2gNSsSqi2itCaPslc9tTvlbBemBLbA9jDg0jk3KrLkwfUYnmOzvb697la8aVATWSOQptFzvpCfAWc3EYlKGyrI2+PyGutsECneZVoge4yNPwgqmfT8452Vl2WjfH465t/pjrWWv6pOwtGspbPtZLXcfDz0PMfdZO46teLf6c1QWw2cW8XPcQ+GjmHWloRUE5v4TvvxzaEQTlDCd/RA8OQKeHQ+P9oDPrzcj8v0nw2Xfmt+f9cHo/HXNPBU9TeuguliBiraOuUTNVFz8uXqvk9vU/1r1pdcE6Oq/Idryk9l1LcaJe9Gq63qVruuluq6XAhW1vqAxCScmjSiIM8HSfKAuotUS8QwnWn1u5f8yqg9UF2kF09eqe01BtmeNuX/IqeZyvIhWa9WA/pPVF5RBvJW+sloDDDb/1PzjEOqErY2rK8mMWELjidZwvlZrkhWEn7ExhG111gArB19sRgQB0FQXJsOTaTDyD9DzUGpk2BmqRSqoiPDLx4eOtya2WP7ujfPUl/6T4a8blahJq+HzOTHNTFbbvSx85LqyRCX7hGPes+ayNeoGqni9kVi04u3qO5DNuM+8ORh6mnofG4PgCgI7l8LK9yPzuM55XLU8BUBT0+6XfKWSqYafrbpEgrLR7VtvLzN51F/hvPcbz0+akAzH3qN+n/flwz374PYdcMpTaoo+mmiaqoJgMOPeFuFtjXvRGlXC1U81xKsjwVLH1R1GtFaT1WmLtPqnGoIjurZuWG2rH5+1goDha7UWn+51mPkB0IK6ZrVJdpHoVH/6de6KZXw5OROhz5FmpBXiLxkrXARky5wW8cFXI7/PhLf/YM9Ab0XYIq3OJBh0ovJ7dhgMA49rnIvYyl75LSTG1KvBmk/tN99VpeYMULjKAcE4HHDKk+bN/YizVYRu5Lnm9HxihrIS1IamwRnPQ4chaj1/kxKuRvmh2jAsQ9Bw0QpK7ERS5qi7/6a5dG/oWN0VKqHr2TGqraf1vT6wDX77VC237ROaPJWcaZatKtiuWucG89vnZsWF1PZw4j9Dj6kv7fsB/mj14hfhxWPg4ytUibJ/DYXv7wm1zBXvgY+ugFlGAX0NTv+P8gr3PkL9Xs5+SdUvPfEJlSyX1EaVEjv8TyoJ7Zi7G6+8VDicCdVH/KPBkNOgyyi1vGVO9eXiYggRrdEknNfUmohlreMa4mmtS6Q1qORVbY0FDKy1Wg3/zx5/VqXmUB/waR3UeguKtGqaVv+uWIa/t10/FenoepD5e4o30WqNtPaZqJ5LcqNbELyhuCvUl+OGb1Sb3laIvXpAovLR3bRcJZEkZVT7ujphK3tliNYgv3NViRI+BtbIZqSe0I5D1BTrsfepIuygPlenvQkjp8F570WexJPRCS792vRkFu2EWX+v+TWgbtIM0ZreSYn/5sI60xP8+bP6IxU1NpZfnGwmxi34r5mwe9h14YWaNQFrxr32WrCbZsNHlkS6E5+A9A71/zmCSUgxo+3WtuQAxbth3tPw+unqu6z8gPJkPjtWNZ0AAoLVanMwSG0H46+Aq36CO3bAZd/AlAfs72W84HCoRgkGM+6J+S5ZIlqjSbis/oA9wOppdUdePcDq4TGShIIjrbU1FjCwfnEU7vSXuvJHWtsPUNGAtGy1XtZyIq0A2fURrbpu/pzGz52QAp1HqOV4azJgiNakTHvB+Zbsa137hTkTsW+9it60MuyeVn/Cp8NZfx9mONpa24z6hZLhV7XeRFstAtYe63Wp89lrAhz5F3sVhK6j4cznay9VFExqO5VAk+6/4Y9k5iBvnfm523dS476PtVGdPUnXYWFQFYS9v6nqDTPvh19fV9tS2tlrxFrpcxT0PVot71ltdk/asRjePd8UkxNuhOFnNvhHCaG75WfreZgqdTb8bBUdBfX38p/D4J+Dldgycg3adIfp74YXrEIofSfCwOPVct46Vf0ghhHRGk2sH95GolNYe4C3DtUD/JHWlHZmIeRgcWxrLFBDpNUaLdmxUFkPjC/0zsPVc0C05jf+HVpxriqwvfbLxj0vZq3WogoPlZ4I2+5VlZgf1Nb3zbAIeCpUuZp4wOc1ozgdBqkPPgPrVGlLY+kr9nWrkGol2O0BiU1zkcRUc6bGiO4ZkdYOg0xBsnWuOa294Tvz9QOmNM24IiG5jZpOBjVzUJtFoLGtAXWh03DTe7rTIlq3zTNrjfY8zPyMcvs7Lxk5DeP+aG/zaUXT4IR/mN8fsx+CmQ/Aqyearz/4osjsF/XhhH/A8Y/Cpd+qxKjDrlXT+1fMNj3TJbmmdc7hUtP81y9SdVOFyJnyNzNRbPbDkTeViAIiWqOJ1dviC460JgTZA+pYPcDwsxrnsl7H5mmtIdLaro9ZemTTLPv0k1HqxrAHoNvP2xjMekh1ufnoctUisRHpkGF+We8riTA6avXtWkWrEWkF2GPplNWaKdhu/k12GKg8iEaNz11LozeuhpC3QZX4sbKt9YnWRJs9oAlLUxvComCb6vRj9asGZ6e7y80kvuxBjZcQVl+siVvbF9R8rFW09plY7WFNgjPBLImVu9r8XljwH/OYo25RiUiT7rBXinAmqWnymugwEA69Ri1XFKq2n8aN+9DTlCWjqSLLae3VtXsdZt+e3R/++AP08t9YtOmmfrabVqppfmsJNyEyOgxS5dVAzcbuXRfd8dSAiNZoEs4eECh55aw5EStcRyyvxyzVYi3XYfO0eiL3tAIMPlE9u8tg/r/N7Z38Qs2ItELj+1qNaWZPRfhM9QZg64oVqUXA+r5Zf25rrco9lkS11oz195Htz4I1smGLc5Q3tKWx9NXQba1QtIaUvGoqjJkanwe2Wm4Gsnqq6WRDMC9/WyW9GSWHGisZrCFYy/nVFG33umGrv2xU9kB78mpzYVgEdK+qFXtgm6oHCup/s9+x6vc86Xa4aYXqhtRphEpiS+9Y+/mPutW0moFqsTrlQTjr5aZNWqqJ1HZwyZeq9u5NK9XPFo33vjUx6Q444i/qPe0xrvbjo4SI1mgSzh7gs9gDApHWCEtele4l0KvaGmkNLnlVF9E6yJJVusMScQjYAyzm+8YUrcW59mzjfY0sWuvTFausmkhrhyEEMl33xkmk1fr7MMSqNTrW0poMuCtUaR9QmdNGKaU9a1pUi+JIMDpieXA0reiwlr2yZp9n9QzKTt8GsyxTzLEgWjsOMYv81xRp3fWradVqbmuAgdX7uXORmv43kqwOucoeCU3LVjVpr/k5cs9nchvVtrfDYOUpvW6hKpUU7Sx4TVN/Y9EeR2shvSNMvq/m+sgxgIjWaBLWHuAXrdY6rT5PZJ7WcI0FQGUIav5fdbCntaZELFCt56zCFFTrV0MU20RrIyZjBdc8zWvc6Yp6dcWqzgucmGpGlax1bFszeZYKAYZotbYADS5vFOus+9IUp6OmQ3+jJaYO2xdGbVhNQQLqs6aKJvKzGljLXlmn0I0ET6toMvyXSZnQw1LkPlo4nGax/X0bqv9sW/2huRw10WqJii1+yfRlp7SFUX9onGv0OVKJ1bNfiqyGriA0ESJao0mN9gCXKWqNhgBWwkVaqxOtYBfAAfGl1X5X5XCamYUGnYabd+9NFWndESQUrCKpEahXg4HqPK1gWgRK9kBJyyn/VW+MSKsrRdX4BHukNdL6lrGCNZo26g8qI90g2OfawjHsAW6aOEJlTeS0lkEzarD2mWg2MDHof6zdgx9NrL7W4M8jUAlmRkZ9Srvm97MapHcwo9pGPW2Ak/9P/J1Cq0NEazSx2QMaoSNWuBqtBs4wojWlbWTTg8GFp62JR03laW3iSGu9RKvVHmD9uUEJeYO9rTzaquumpzW7v9m2sa0l0trSRKvRBlNzQMeh0G2MmVnfynytRiJWk0da2/YhYJuxYohWhzM0EhgL1gADm681TMvZGfean9uT7rCX3GpurBYBgHFXNF53KkGIIUS0RpPgjlg+n+lFcrhMoemtAm9d7QFd7PuslQgM0RosvKqj7yTVL9nAmnjUFJFWdwXkLLdvK9gOVWWNc37s9oCIu2LVVCrMlozVykVrwTazJqKRhAV2e0BLFa1ZPVXSSkKKEq6g/hbDJT62UFyGPUBr4ohmQjJkBkVSE9PVzbKBzVepqRamsULXgy03LkGidesvylICqsLK2Eubd2zBWBNnuoyCqQ9Vf6wgtGBEtEYTZ7BotdQ5dSSYUVAjq9ZKWNEaSaTVbU5z15aEZZCQAv2OMdetUcVUa6S1AZ5WT5UqF6XrkLPC0gXFiNToZl3QmjiwDV44Bj68vMa6sWlJLpJc6s8/vzTSklciWgHY+IO5bC1Hk9zG9EgfaEGeVne5Wfi+fX9zu2ER8HlaVbezxIA9oBmm4a3JWKBuCqyJQe37QX9/TdYBUyK/kW4OEpLN7lg5y82b5spi+O4O87gpf4u+pWHEuWqsnYbDOa+qsQtCK0REazQJbq9qWAPA3xGrhg/CcPaAcN2wgq9VUWSK4EhFK6hSGGkdYOAJ0HmkuT0h2exQ0pBI68dXwH8Pg3fPs5eYsYrlSHytPzyg6oSu/hB+/67GQ9OS1E1DuTvC5gJGpDUxI7RUUGZPtR1Cy17puvK5+iK8TqxjFa3BkTHD11qwrfZOQrGC0WYUzLrEYJ8ebqm1Z8NgJGK5mzrSCnZfK5jWACtnvwznva8y1GMNw9fq88B7F6iI60tT1Y01QO8jYdAJ0RufQXIbuPJHuOaX0BsFQWhFiGiNJsGlqLwW0WrtiBUOb1Voy1Aj0pqaHfpaI6prFbZ1iWp0HwO3/A7nvWt6GIPPU99Iq7tctc8EVV/wx8fMfQdfaC7X5mstzoXfPjPXa+mklZqoItllVZGKVqOFaxix73BAp6Fqee86FeXdNAs+vRb+bxg80R/eOrvlCLnq8FTBFn8R+PYDQovAG+uVRS2nVNQ+SwTfKrKyB5rLLc3uUAMJ0Yy0ZobJPE9uo7ysyW2afjx1ZeQfzBv+TT/AK8ebZe0yuqhkp+Zs2yoIcY6I1mhi61TlDbIHuOyiNhzuoGhruG5YgfP5r+W2+ELrEmmF6j+cDV9rfUXrnjWqMLaBEQnO6mnPyK2tVuvSV+3v4YZvarYIJKr3t6wywvazRqS1uvfNsAh4K1Uv7DfOUL3VjYzeTbPM5g8tlR0LTGtKOP9hS0zGMvysYLcHtOlm/g+2lJ8lAhLxJ2JpTZyIBfayVxA+0hrLdBoKl35jj8CD8jtfMRuyB4R/nSAITYKI1mgSXPLKKricrtp9UtbkEK/bnJ4P9rMGX8sgtZH8Y8Z5qopV1LSu7F4WfnuPQ1TnkzR/15aaumJ5qszyMwblB2rsZpOapCKtpZFEWr1u1cYQqn/frL5WaxtF63vf0psPbJxpLocVrb3N5ZYi9PZvMpetIsTpMiODLcmjWxO6TgLqc8bTHJHWSOwBsU6PcXD1XNVJKjUbxlyi2qK2CRMcEAShSZFWEtGkNntAbZFWq6/VOu0fTrSGE8B1jbRWh63s1T6V1LJljuqekt2/+tcZWEXr6PNVdBLMYt0dBqluX/mblTh1hYkQrfvCfA+yB5lR2bVfQp+jwl7WtAdEEGmNpIuYNUHN4Nj71Bf3+xep9bx10O/o2q8Xqxh+Vlcy9D48dH9LrCBgJPi5UiCjq31f295wYAsU7VT/n9FOuGkoPg9OVIWSJq8eAOr90xxmVZSWKFpBJaMe93f1EFoEuq5z4MABiouLcbvd6C3dmhXjaJpGQkICGRkZtG3bFq2JbDMSaY0mNnuAJygRKyF8IpZVyFpFa1ENlQOCX2cQzptZH6xlrw5shbfOhR8fgX+Ph8+uq72l5+7l6jkpE059Fk55WmXkjpquthsdl3wee9KMlUUvmMtn/M9swbjuq2p9pKl+e4Dbq1Pl8dU8RluN1mret45D7OsHXwxH/Bk6WiKwe9fWfJ1YpijHTDLrdbj6Ig/G1sq1hUQnDXtA+/6hfm3j59F9ZoWBloyls56nOUSrK8le9qqlilahReF2u9myZQt79uyhrKwMj8cjorUJ0XUdj8dDWVkZe/bsYcuWLbjd7tpfWA8k0hpNbPYAj91/ae2IZSW1vRlRtJa9yrOIoWAfGVQTaW0ke4BVtK75WNkEQPlUl70JG76Dq+aGn06rKjPH3mWkEg1jLrYf02GwubxvPXQcbN9fsMMs/t1zAnQ7GAZOhVUfqAhZznKzdI112IlmY4WyKg+J4SK4gQNqKHdlkJypsom3zoV+x8JJ//T3x+4DziTldW3JonWTpWrAgCnhj8nsbkbWWkKktSzfTBgLnsqGUI9uS8/M9prJm82SiAWq2kjBdmXzaazZHUGogf3791NZWUl6ejqdOnUiISGhySJ/gkLXddxuN3v27KGkpIT9+/fTuXOYAFoDkUhrNAlpLhCciFXLlL410rrH4pW0eisD52sme8Dqj83l5Cz1XJoHK98L/9rcVebUYRhhCdizuMP5Wq32giEnq+fBJ5vbqqkikJpkvv+1VhCwtXCtQexPfwcu+w7O/9C8UXA4oYP/Z8hb13IrCKz+yFyurgi8M8GMrLUEH6itckAYK0tL9OjWhKWznrs5ErEApj4I469Spa1EOAjNQElJCZqm0a1bNxITE0WwNgOappGYmEi3bt3QNI2SkqZpyCKiNZrY7AHBdVqr8bTaRKvlj8KYttWc5nS67Vq1nKshWCOtFQXqOSkTrluoom6gSlmFw9r5qjrRao20hotU5q40l7uMUs/9J6voJiix5Qud/g+OtNZIJJFWgKQMVdsxeJq5g986UFkERbtrvlYssv5bVf0AlN0hnMAzMIRe4Y4aqzfEBNbKAeEywVudaG1mewCo6PSJ/4A+RzbP9YS4R9d1nE4njuDPYaHJcTgcOByOJrNjyG80mtRoD6imTqs1qmmIVl03uzBlDwwtfG+cz0pCKiSmhh5XH6yi1aDvROWt7eEvzr1jkSqwH4w1Stp1dPjzp3c0rxGuyLtR6Bug8wj1nJQOg09Uywe2wIZvQ15meFoBSitribRaRWt9uvZ0rEV4xzLuCvj2NnP9+IdrjpgZyVg+j1nuK1aprtyVQSsWrW5HM0VaBUGIK5oysi2iNZo4akrEqqZOazh7QHEulPuz28NZAyBUADeWnxXCi9b+x6rnQLcYPaxwDIjW5Exo2yf8+TUNuo9XywXboHiPfX+OP9Lato86j8Gh15nL8/8dctpUS6S1tLEirdXRcai5nNfCROu8Z0zBNvR0s6pDdbSkZKz91TQWMEhpa/5NtQbR6rVGWkW0CoLQshDRGk2sU/YhJa+qqdMaTrRae91XJ1qDBXBjVQ4AVUuVoDurfn7ROvgkc9v6b+zHVJbAPn9r1q4H1Ry96zHeXN65yFwu3gMl/qYKXUYGvWacqvUKsO3nkHqwNk9rbZFWm6e1Hu+dzeJQS2evWKJwF8z9p1p2pcDUh2p/TUuKTho1WlOzlUANh/HztASPbm1Yuug1mz1AEAShkRDRGk1qai7gqKbkVWoYe4C1132korUxs3gdTvv5sgdBlr8oe/t+ZiLVplmqWoCBNQmry+iar2EVrTssotXqZ+0cJFoBDrNGW/9j25VWn0irw2WP5kZKVi9lyYC6NxjQdVVuKhoJXMvfNjuUHXmz+XutCatotU6/xxo+rylaa/LoGnaHioKW05q2OqKRiCUIgtBItArRqmnaUE3Tlmia9mq0x1InbPaAoDauzgQlBoOxRkiNjliRRFqb0h4AdotAcGb5IL+31FMOm380t9v8rNUkYVn3G8LbKlqtftZwwnfwyaboWPOxihz6sXpay2urHmBt4Vofv47DYSbI5a0PmxhWLZ9eA/8aDDPvr/t1G8qaT9SzIwHG/zGy11gTAa1/m7FG4Q5zujySxDJo3Girzwvb5oXaXZoSiz3AK5FWQWg1aJrGJZdcEvVzNDUtXrRqmnYa8DBQz8b3UcQqShvDHpCcqfqlh71WsGht5HqJ1uSk/sfY99ksApYqAtt+MZe7HVzz+RNSzEjq7mXmNKdNtIaJtDqccOg1atnnsZXeSkuyRlrrIFrri1FBwF0aeaH6qlJY+b5aXvxi/drkVkdtkdu89bDX/7fV75jqp8+DScow65nmrq752GhiLRMXXPvXSlPYHSoK4e1p8MoJ8MzB1bcybmws9gCJtAqC0NJo8aIVWKbr+ulAbrQHUmesotQbVPKq2jqtVntAqfoSMlqWdhpefRQwuORVY3pawUw0SmmruiVZ6TbGjMRu+NYfVfbC1p/Vtra9I+uUY1gEvJWmLcB4zuiiqgyEY+Q0c9m4JvZIa1llDfYAXTc9rQ0RrdaOWZFWENi5RDVpAGUH2Tiz/te3Mvef8HBX+PnJ6o9Z86m5POyMup3faGlbkmv3A8cSeyOYoYDGF637N8GLU2DjDLVeVaK6yDWH/9diD/CG+3wRBEGIYRpNtGqadoGmaQW1TdFrmjZJ07S5mqbt1TQtR9O0FzVNq7cS0HW9lh6hMUxI9YAge0C4SGtShvm6Kn8ik/G6mr54QyKtjWwPmHQ7THkQLvg4tL2nwwkDj1fLpXmqbFXuKrOma5+jIrtGsK+1vMD8og/nZzVIbWeK6h0LA6XF7NUDaoi0VhabNxSNJVojrSCwfYF93Sok60tVKfz0D3CXwQ8PmNUXgjGsAc5ESxWICDFKj4H6XcciVutCx2YSraX74eXjzRtNzf83WLoX3jxLdehqSqwdsbQwpfEEQWhRvPLKK4HOU++99x6dO3emc+fOXH311QBUVVXx4IMPMnDgQDp16kS3bt24/PLL2b17d8TniCUaLFo1TcvWNO1D4O9AjRkqmqZNAWYCXwKdgZHAMGCOpmnpDR1LiyO4I1ZwndZwJa9cyZCYpparSiPzs0IYT2sjR1pT28HhN1Y/zW/4WgHWfQVb5pjrfSZGdo3uQRUErGLIaCpQHb0mqOeqkkB0Ns0aaa0pEavMEimsT41WA5toDdPZKxxGe1qDDd823CKw8Qcz4qb74JtbQ60Ce9eawrrfsZCSVbdrGJFWsCcKxhKGPSC1ffVReoDMHmaTjIaK1iUvK4EK6u/5xl+h21i1vn+j+l00JRJpFYRWxaWXXkpurpponjZtGrm5ueTm5vK///0Pn8/HGWecwTPPPMNbb73Fnj17WLp0KevWreOQQw4JvK6mc8QajRFpfR3YBEyt6SBN01zA/4Cluq4/puu6T9f1POAqYCjw10YYS8vCGSRaI6nTmpCsoq3gF63WygHDQ483CCl51ciR1troO0mVTAJV+mrLT+a+SCOtmd0ho6ta3rGodj+rFUO0QsBLm2rxtHY4sFwlxYTDGv1qiNjP6Gp26YokocfrgZ2L7duqSpTobAhrv7Cvb58Pqz6wb2uINQCgs+VvMRZ9re4Ks7JBp2E1J9e5Ek2veEPqznqqYPEL/nMmw3nvqSjuee+Z51/7hZlg2RRYPK1e8bQKQqvm7bff5uuvv+bWW29l3LhxAHTu3JmnnnqKnTt3cvvtt0d5hHWnMUTrlbqu3wZU1nLcsUBf4BPrRl3XVwIbgcs1SxsFTdPe1TRNr+ExqRHGHl0cQZ7WSBKxbJHWEkukVbPXAg2mqasH1EZiKvQ7Wi3vWw+b/aK1w5Cao1xWNE3VXgXVaemHB8x9tUZaLT5bvzg1Iq3jtHXcsPU6lRRjrUxgYKvR2oD3zeEwS0YVROBq2bPKLGtmra7w26f1H4OnCjZ8p5aTLBMj39+jbBCgoq5rPlbLzkQYdHzdr5PZwywNFouR1n3rTa9wTdYAA8MiULBd+bHrw5pPoMRfKWDUH/z1jVE3kKPPU8ueivBNOBoLS/UA6YglxCtPP/00AwYMYMCAAaxcabdHffvtt4F9H3xgv5nfunVrYN9DD4XWrB42bBgDBgzgoosuCtl35plnMmDAAMaPHx+yLycnp4E/UXjee08lHp988sm27WPHjqVLly58/PHHeL31/DyLEg0Wrbqu74zwUCOcFs5AtwLoBgRa0ui6/gdd17UaHj82bOQxQLA9IKROa3CkVVMiwhCtZfmm57FdX9W6tNprBYvWdvUedr2xWgSMqHLfCK0BBkazADD9eW26KZFUExmdoZ3/z2vbPPD5SE5woGlwvsuS3BQchYSgblgNfN+MhLPi3fablHBY/ayHXguZ/teu/6b+FoGtc6GyUC2PmgYHXaCWS3Jh3rNqecscs+lD/yn1q0uraWbkP2+9LcIXE1grB9RkqzEwRKvPUz+LgK7DAktXtkOuse+3RrPXfEKTYbUHSMkrIU7Jz89n48aNbNy4kcpKe7yttLQ0sK+oqMi2z+12B/bt2xeaYLpp0yY2btzIrl2h7at37NjBxo0b2bJlS8g+j6eWOuH1ZONGNZvUpUuXkH1du3aluLiYPXuaseReI9Cc1QP8FeYJd0thOIIHNNNY0DSth6Zph1kfQA3z602As6ZErDCRVleyEgOGaHWXqgfA8DNrvpZVAGtOSM6q97DrzcDjCOmcFak1wOCgC6DnBCVUe06A0RfAtDciq51qWAQqCmDvb2iaRoeESo5zLDGPsZbhMijNM5cbaqswxLXuU9HimrD6WXtNgGGnqeWqEvjts/pdf92X5vLgk+HY+yHB//e08L9QUQQLLE0Yxl9Rv+uAKVp9bjPxKFaw2WqGVn+cgc2PXI+OZtsXmHaWfseEltjqONRswvH7DDPq3cjoHkudVockYgnxSbt27ejfvz/9+/cnKcn+f5CWlhbY16ZNG9u+hISEwL7s7NDvgn79+tG/f3+6dQstPdmjRw/69+9Pnz6h7cpdrjBWwEZAr6GsYU37YpmmeafCY4RrysLsM7Zl1fWkmqaNBp4EBvvXfwRu0HW9tpTly4H76nq9RsXhRIk4PYw9IExHLJf/nysxKKKqOWHMpTVfy+qfTW2npqqbm/SOqgLAjoVqXXOElseqjeRMuOyb2o8LR+8jYNkbannbPOg8nJMTlpBiyahm93IlGAzfMNhrqlZXBzdSrKW9CrbbM9Ot6LoZac3sofy8I86Bec+obd/dqRKk0juEf304fD5Y56+Ta5Qmc7pg3GXqvBWF8M1t5vR0x2HKi1xfgn2t1ooCTUXpflj4P5XsN2AKTL4//A1NoCuZZtbPrQmraN3zm732cCQs/K+5fOi1ofs1TUVbf3pMTeGv/xZGnlO3a0SA7q4M3DZKIpYQr9x4443ceOONYfcdf/zx/P7772H39e7du9p9AGvWVN9M5eOPP652X7hIaGMwcOBA1q9fz+7du8nMtM+Y5eTkkJGRQadOnZrk2k1FNOq0Nqq813V9ua7rk3Rd7+x/TIpAsAK8BEwIelzZmGOLCCMC6gtXpzXonsKVrJ6NSKvBkFMgsxYxZf2Cam4/qxVr6aQuo+ueld4QwiRjnazPsR+je01RbVBgEa2Z3Rs2BqM7F9Tsaz2wxfQ/9jxUPXcZZd6clO2Hr/5ct9auu5YoGwDAwBPMG5nDbjD/tla8bR5/2LX16/5l0JwVBHw+mP0wPDkc5vxD1WD95UnYPDv88YYXvF1f5beuDavvta5teCuLlQgFZVHpd2z445rBIqBbO2KJp1UQWg2pqakBm8HevXu5/vrrOffccwH46quvbMcuWbKEnJwczjrrLJxOZ43nKClpwsTQetCcotVvpCMtzL7UoGOaHF3Xd+i6Pt/6AJo/Y8SwAPi89pJXzoTQhgAJhmgNirSOj0BrW60GzV05wMrgU8zyQQOmNO+1s3qa0/Nb58L2hRzsU/c3JVhqy24NsggYkda0jqE1aOszBgOrGA7G6mc1RCvA1AfNc6z9wtbhq1as1oAhFmN+RqfQSH1aBxh+duTnDkfHIebvuqlrtS59WUUp3UETOTMfCG2ZW7rPvCGIxBoAapYgxe9njrQxhMHGmWYC1PAzq5/l6DgEsv0tcDfOUFaNxsYjolUQWiNDhgxh/fr1+Hw+vv76a9555x2mT5/OCSecwOOPP87ixaoSTW5uLn/605/o3r07jzzySK3nSEsLJ9miR3OKVn9mB+Hi4P46RlQfd2+tGNFUrzsoEStMR6xwkdZOw+0RxNquA9FJwjLI7g9nvwxH3gITbmj+6xse2rL98LJZpe0/vrPM98jqa9V1MyIaSdeu2siyJIzVFGm1lvOy1qdNyoDTLVPNn1wNn1wTWQktI9rnSoa+R9v3HX6jSvIzGPdH8yapviSkQHu/TX3P6rpFhetCyV6Y+Te1rDlh0h3Q+0i1nrM8tNqCrbZxhDZ2TTMbVOz/vW6JZdbkviGn1HysEW31VqmEu4aQvxmWvgoz74cPLoV3pqNt/jGw2yclrwSh1fD0009TVVVFp06deOSRR3j11VdxOp18+umnXHfddZx33nl06tSJgw8+mIEDB7Jw4cJAQ4GazqE1ZLatCWhOT+sc4E5UQ4Gvg/aNBHahSl/FF9XZA8J1xDI8rdYkqvFXRjaF64wRewCoL+b61P5sDI6+U/lZD5gZnJW6i7fdR/HXnuvRdi6GXb9CVZmaNi4/YJadyqqlQkEkpHdWNyM+dy32gK3mcvv+9n29j1CCf94zgK6m9Fd/COe8Wr3XMn+zmQzV9+jQKfE2XZVQXfAfVQpr7OV1/MGqofNwdd2y/SrxrKH2inB8f7dZEeGw61R3tl1L4YVj1LZZDymxaPwPWKf3O0YYaQUVld32s7q53P97ZFUH3BVmibHMnjV3bgMYdjr89KhaXvOJqvBQF0r3w/I3YfXHSrAHYY1SSCKWILQeJkyYwIoVK0K2JyYmcu+993LvvffW+xyxRHNGWn8AtgA2taJp2khU1YCX9Siks2malqhpWpqmaWlAA0NL9SBgD/CEScQK9rT6p6aHn6kiWP2nwMgIv9RsntZG7obVksjsDtfOhyP+Enh/v/YdQoGejqeHP2Ltc6uOW2AXlrWV1YoEa63WwghEa3qn8J7LyX+DU5+FNn4R6K2Cr26xTf/aMKKsUH3d1SkPwpkvwuXf1S3BqyasUWJLlK/R2DLHtEi06Q4Tb1PL3cbAUH+1hfxNZgIeBFUOiEB4GliTsSK1CGz5ybzpGXJK7TeYHYeYiWGbflCtimvC51V/o5t/hM9vgP8bCjPuDStYrczyjqbSFVvTfoIgCLXRbKJV13UPcDUwRtO02zRNc2ialo3qkvUb8HhzjSWIO4ES/2NWs189YA8IrtMaLhHLHxlp3w9uWAIXfBj5FG6seFpjgYQUmHwfXDOfd7vezj1u5ecs62Lxjhq+VmvlgMawB4Apfgt32X3MBrpuTvdXV13A4YCDL4QblprirHg3LH8r/PEbLFPNA6sRrU6Xyli3irOG0u8Yc7mhnbyC2bMGPrKU5DrhMXut4mPuUXYBUElaFYWqtrEx7Z6QVv37Gw5rVDbSZKy6WAMMIrUILHoBHu0JT46A10+DX18367BqTvXen/IUXDELbt0Cd+dRcsNaDq94isvcf425aT9BEITaaLBo1TTtPE3TcgGj3+Q0TdNyNU0Lqf2g6/r3wGTgFCAXWAWsBSbqut40hQlr52Eg3f84ppZjG5+APSAo0lpdndb60r6fudwcpYdaAh0G8lunUyjx5wEWdRhjJg4ZvtaCJhCtxnl0rxKawZTsBY+/eUBtoiohGY69zxz3z/8X2rSgotBsUdv1INVoobnIHmCK9M2z69dNqnS/sjfkrYe8DVCUA5tmw8snmNUQBp0Uao3IHgBjLvGfIw9++oeyChjNIg66wF92LkKCy17VhtcD6/1OqLQOqtxbJAw73VyurorA8nfg61vMKK5BRhcl1m/ZABd+on7+bmOUj92ViDe1A7voAGg4RLMKgtDCaLCnVdf1t4G3az3QPP5H4IiGXrex0HW9CqgC0DStopbDG5+APSA4EStMndaGJMZ0PRjOfUMVte95WP3P08pITTT/BUpIUWWldi+DnUtUso3VHtBootVa9mpH6HmtftZIIoHt+6lM/1Xvq/GufB8OOt/cv3Gm+bc18ITw52gqNE217/31deUPzlmuRFQklO6DL/8Maz+v+bj+U+DM58NPvR9zN6z+SDWUWPg/UzSnZit/c11IzlQWhKKdkUVat883BfLgkyIXyB0GqRJbe9fAplnqfUtpa+7f/CN8fr25PuJc/2uGQv/J4Ko+wcrqwHJIpFUQhBZGNOq0ClaqsweEK3nVkEirpsHQU1UUR76sAqQlmkKirMpjton1Virvo9Ue0BieVqi9gkBdRSvAkTcT6DY295/2iKZ1inlQM4tWsNcl3RShA2fd1/CfQ2sXrKPOg+nvVN/COLUdHH2XWvZ5CJSJnvK3+tUINqKtBdugspb6hdYo6eAIrQEGhkXA5zYbQoDy0r53oflZcfRdcNYLcNQtMPjEGgUrgM+SNSAfA4IgtDREtEYbR3WJWDV4WoVGIzXJfI/Lqrz2KOCupUqcgIp0VSeM6kpwV6xgrKLVGpWtiY6D1U0JqMSjHx5Qy6X7VVtQUFHCaFhD+k407QsbaxGtug4/PgbvTjfb52b1VFUyDrtedZM66EIYfhac8jSc/p9QG00wYy+zd73qPh5GTa/fz2Kt65pXQ2tar9sUrSnt1HtQF6wWgZXvqfelLB/engaV/vqtB10IR/21Tqf1SaRVEIQWTHOWvIpJNE1LBIxvveavHmBMGYbtiBXsaW1gYXshhFRLpLW0Mli0/mp6WhvLGhB8rnAVBOoTaQVVn3TDdyoZ55enVE3XVR+qqXFQkbhoCJWUtup93blYVWWoKILkNqHH+bzwza2w+EVz28EXwXEP29vq1hWnC076J7x5pvqfOvlf9W9jbEvGWgPdq7E6bJoF5flqedgZtQvrYLIHQKcRsGeVqkDw7nmqs5ZxE9XnKDj5/+r8+7SL1roNSRAEIdpIpDXa1QOMLzNvcCJWDXVahUYjNdge0K6vWQd3y0+m4GssawCoZBkjih4u0moIE2eiOjZSOg6BM54z12c9BHnr1HL7/nWOyjUqhkXA51HdyILRdfj0WlOwOlzqZzn1mYYJVoPeh8ONy+DGXxsWbY607NWqD8zlkefW71rH3G3+naz/2nzf2vaBc16ruxDG3t9BIq2CILQ0RLRGvXqAxR5g9SGGrdPa/IHg1k6aJRGrtMqrIldGtLVol3lgpNP0keBwQptuarkme0BWr7pHBIedrvyaVjqPgEu/Va1Io0Vtpa+2/gwr31XLCakw/T0Y9YfGHUObrg1/D7IHmWW0tv4c/pjKEljn7/Wd2dNeq7YuDDoeLvtOncMgMUN5eOvZ1c4aaZWSV4IgtDTiXrTqul6l63qpruulQPNXD6jWHuAMjaQ0tK2mEEJqkiXSWulPbgmX3d4Y3bBs5/MLkcJd9psVdwUU+ctgta2nUJ5wo/J/okGfiXDxl43XLKC+dBujsu9BtVUNboLw02Pm8tkvw4DJzTa0OpGQDH0nqeXclZCzMvSY9d+Au0wtjzi7/lYEgO5j4eo5KuGs41D4w5sNqqPrs0Va6z8sQRCEaBD3ojXqBOwBbtMe4HCpiJ9EWpuckEgrhBetjWkPAFO0+txQnGtuL9xBIMO9Ln5WK5oGx/0dbt8GF39evyz5xsbpghHnqOWy/bDuS3Pftnnm1He3MdU3P4gVDr7QXLZ22jJY9b65bPzMDSGlLZzxX9XJzRDM9cTnk0QsQRBaLiJao00g2UpXHXCs20ISscTT2tjYPK01RlobMREr+HyGhxXqn4QVDiOyGSsYhf4BlrxiLv/0D3N54m2xX4tp0ImqIgComrhuywRN3gbT/tBpuL3aQAygS6RVEIQWjIjWaGONprr9XZCM6KvDYZYKAqke0ATYSl65/ZHW9A6hIrWx7QHt+5vLuavM5cYUrbFG5xHQbaxa3joX9m2E7QtVpyyALqNhwNSoDS9iXEmm37aiwIwa+3zwxY2q0xnAwRdHZXg1oSOeVkEQWi4iWqONtYGA0TfcKmSt0VaJtDY6aeEirWCPtia1MSsKNBbW8+9cbC63ZtEKMPZSc/nb21U9VoOWEGU1OOgCc9mwCCx9RXXBAiXAx17W7MOqDWkuIAhCSybuRaumaYmapqVpmpZGVOq0WiOtZaHbrMviaW10UsN5WsEuKjN7NP43fNveqpUoqJaxBvVpLNCSGHYmJPltCxtnmG1Oex8ZnW5d9aXTMNUa+f/bu//4qOo73+Ov70xmIkkAyS8mQJAAgqsoSkUpLZQqstJaaIu97kUuxZWi15Y1Kj609vpju4vcu1WXB3Uf2gJVt3W3Xepdr61yRUW0W1hq9bZVkR/aICEkIRAIhEAmM/O9f5yZZCYZfgSSOfPj/Xw85nFmzjkz85nMN2c+853v+X7AKav685vh9Uec28YLc1b1rGiXBlRcQEQyWc4nrbg9T2th3BQ8LXudZfysAfEffJo9oM/58zz4vM6Hd1vwJD2tfT2eFZwkeET0p/JDNU7lKoBDsQpcxckn4M90/gKYeFPiuon/FW5el3ldf5MWdl3f/uuuSlVTvwMVE92J6TSsiguISAZT0ur2PK2jPtd13Uac5UmHByhp7Q+x3tZj7XE9rcOugKKhzvULPts/Txwb3wlOyVhru3pas3FoQMzVt4O/yGnbs/8BvvoU+DJwvPYVC2DKt53J/mNKx8MX7ncvptOIqLiASNZ5/fXXCQQC+P1+Ro0axfbt27n++uupqKjAGMOMGTMAeOedd5g9ezbFxcUUFxczadIk1q5d2/k4R44cIRAIUFRUhDGGt99+m3nz5jFixAgGDhzIDTfcwCeffOLSq3TkfNLq+jytF3wO6PbhkdDTqqS1v8VmEEjoafUNgFs3OJPcT7mjf544vgRo3e+d2vLBo87tbE5aS8ZA9ftw90dw9W2Z18Ma4/XB9Y/CnX9wXst/+3e49VWnNzlNqbiASPaZOXMmDQ0NTJ06ldbWVu655x6eeuop6uvrue+++wDYtGkT06ZNY9SoUezdu5f9+/dTXV3NkiVLePjhhwEYNGgQDQ0NLFu2DIAlS5bwne98h9raWrZt28aePXuYPn06Bw4ccO215nzS6rqC4p5lJdXTmlJdSWs4ccOQUU5VorMol3lGYmMiwTkZK37u0tIL++c500VBsfsFD/rSoGFO1a8BQ9yO5JQika7rGh4gkn0OHjzIgw8+SFWV8wvQHXfcwdKlS1myZAmBQIBVq1ZRUFBAXl4eCxcuZN68eaxYsYKGhoYej7VgwQK++MUvYoyhsrKSJ554gn379rFixYpUv6xO6XemQC6qmu5U14mJT1Q9XWe3K2ntH4XRaa96JK39bcD5zs/JB3Y4wwNaYmVjDVx206nuKXJWdCKW5Lqb1/wndYeOux1GD8OHDOD5xVPO+XHy8/OZMqXrcUaOHElTUxO7du1i0aJF+HyJnTCTJ09m3bp1bNy4kfnz5ydsu+aaxBGTM2bMwOfz8atf/YrHH3/8nGM9G0pa00HVdNjyZNft+JOvvJryqr/FelqPxU95lSojrnSS1hMtzgXgoi87P6GL9DEVF5BcV3foOLsPtrkdRr8pLy/vse7jjz8GYN26daxfvz5hWygUorCwMGlP69ChQxNu5+XlUVZWRk1NTR9G3DtKWtPByM860+TEJiVP6GmNu56JJ6tkgFgp1/ZQhFA4Qp43haNmhn8G/vB84rrPfjt1zy85RWNaJdcNH5Ken6N9FZfHc/LPr8WLF7Ny5cpzevz29vZzuv+5yvmk1RjjB2KZoTu/v583yDlbvS46X2f8mNb4Xlf1tPaL7lWxBqUyaR1xZeLtYZOcLzEi/UDDAyTX9cVP8Jlm3LhxANTV1SXd/uabbzJhwgTKyhLPM2hsbGTMmK5f/YLBIM3NzYwdO7b7Q6SMTsRye57WmKrpXde9OhErlQp88VWxUjyutfySxPK8n/125p5NL2kvbnSAhgeI5IjLL7+c8ePHs2HDBlpbWxO2bdmyhVmzZhEO9/zs27RpU8Lt9evXY61lzpw5/RnuKSlpdXue1piqaV3XE4YHRBNY4+2/s9hzXEF+XNIaTPG4Vm9e1xeW8y+Ai+em9vklp9iE4QEuBiIiKWOMYfXq1QSDQW6//XYOHz4MwAcffMAtt9zCvffeSyAQ6HG/l19+mbfeeguA2tpaHnzwQYYNG8b997s3F3XOJ62uz9MaUzkFfIXO9aK4wc+xakxDsrCkZ5oojCvlmvIZBMAp+TlruTPPp76YSD+KLy6gMa0i2eG9994jEAiwefNmamtrCQQCzJ2b2AEybdo0Nm/ezJEjRxg7dizDhg1jwYIFVFdXs3z58qSP+8Mf/pA1a9YwcuRILr74YiorK3nrrbcoLS1NxctKKufHtKYNfwF841nY8TJ87s6u9TMfjs4XmkF12TNMfE+rKzMIDAw4pT9F+lkkojGtItlm0qRJSc/+7+6KK67gpZdeOuPHLS4u5qc//em5hNbnlLSmk3GznEu8wSPgmu+5E0+OcL2nVSRFIprySkQyWM4PDxCJzdMK0OpGT6tIiljNHiAiGUw9rZLzBp7XNY605XiHi5GI9K/EMa3uxSEi6efIkSOMGzeuc4aByZMnc9NNN/Hkk0+e5p6po6RVcl7ZQH/n9QOt7k6cLNKfNE+riJzMoEGDzmhsrJs0PEByXklhV9GGg61BFyMR6V+JSauLgYiInIWc72lNi4pY4qrSgV1Jq3paJZvZ+BOxlLWKSIZRT2u6VMQS1xT6vZznc/4VlLRKNoskFBdQ0ioimUVJa7pUxBLXGGMoLXJ6Ww9oeIBkMaspr0Qkg+V80po2FbHEVZ1J61H1tEr2SuhpRVmriGSWnE9aRaAraT3aHuJEhwoMSHZScQERyWRKWkXQtFeSG1RcQEQymZJWERKnvdK4VslWKi4gIplMSasIUFoU19Oqca2SpVRcQEQymZJWERLnaj14TEmrZKeEpFVHfxHJMDpsidB1IhZoeIBkr8Qpr9TTKiKZRUmrCIlJa5OGB0iWUnEBEclkOZ+0GmP8xphCY0whKuOas8qKVMpVsp+mvBLJPq+//jqBQAC/38+oUaPYvn07119/PRUVFRhjmDFjBgDvvPMOs2fPpri4mOLiYiZNmsTatWt7PF5bWxt33XUXQ4cOZejQoUyaNIkXX3yRGTNm4PV6CQQCPPPMMyl+lY6cT1pRGVcBBg3Iw+9VKVfJbjoRSyT7zJw5k4aGBqZOnUprayv33HMPTz31FPX19dx3330AbNq0iWnTpjFq1Cj27t3L/v37qa6uZsmSJTz88MMJj3fjjTeyevVqnn/+eRobG3nllVd48skn+fDDD6msrKShoYFbbrnFjZeqpBWVcRWcn0pLojMIaEyrZC31tIpktYMHD/Lggw9SVVUFwB133MHSpUtZsmQJgUCAVatWUVBQQF5eHgsXLmTevHmsWLGChoYGANavX8/69etZunQpM2fOBCAQCLB69Wqam5tde10xeW4H4DZrbRAIAhhjVMY1h5UU+alvOaGeVslaGtMqOe+5OdBS63YUPQ2uhG++dM4Pk5+fz5QpUzpvjxw5kqamJnbt2sWiRYvw+XwJ+0+ePJl169axceNG5s+fz0svOTFcd911CftVVVVRVVVFKBQ65xjPRc4nrSIxsZOxDrd10BGO4PPqhwjJLgnFBdwLQ8Q9LbXQ/Ge3o+g35eXlPdZ9/PHHAKxbt47169cnbAuFQhQWFnb2tNbU1ABQUVHR43EqKiqorXU34VfSKhIVP4NA87EgQwfpvDzJLhrTKjlvcKXbESTXR3F5TjEB8+LFi1m5cuUp7x8r9RwMpucwOSWtIlHdp71S0irZxqq4gOS6PvgJPtOMGzcOgLq6uqTb33zzTSZMmEBZWRmjR48GoL6+nokTJybsF+uNdZMOWyJRCaVcNa5VslDC8AD1tIrkhMsvv5zx48ezYcMGWltbE7Zt2bKFWbNmEQ6HAZgzZw4Ar7zySsJ+u3fv7hw64CYlrSJRZQNVFUuym4YHiOQeYwyrV68mGAxy++23c/jwYQA++OADbrnlFu69914CgQAAs2fPZvbs2fzkJz/hjTfeAKCxsZGlS5cyYsQIt15CJyWtIlGlKjAgWU7FBUSyz3vvvUcgEGDz5s3U1tYSCASYO3duwj7Tpk1j8+bNHDlyhLFjxzJs2DAWLFhAdXU1y5cvT9j3l7/8JYsXL2b+/Pmdj7Vs2TIuuOCCU46ZTQWNaRWJKokfHqBSrpKFrHpaRbLOpEmTzmi86RVXXNE5pdWpFBQUsHLlyh4nbTU2NlJSUnK2YfYJ9bSKRKmnVbJd4jytLgYiImnra1/7Wo+TthoaGqipqeksCesWJa0iUUMK/J0/mWpMq2SjxOEBylpFpKePPvqI6upqDh06BDgzCdx6660UFxdz9913uxqbklaRKK/HUFzo9Laqp1WykVXSKiKn8cADD3D48GEuvfRSysrKmDhxIueffz5btmxJWnQglTSmVSROaZGfA63t6mmVrJQ4e4CLgYhI2lq4cCELFy50O4yk1NMqEicw2CkocKC1ne0NR1yORqRvWY1pFZEMlvNJqzHGb4wpNMYUAiqBlOPmTBzWef0fX9vpYiQifU/FBUQkk+V80go8ALRGLxtdjkVcNvfy4YwpKwTg1Q8beX9vi8sRifQdFRcQkUympBUeBYqil2tcjkVc5vUYqmeO67z9xGs7XIxGpG+puICIZLKcT1qttUFr7TFr7THghNvxiPu+fGkFFwUGAvDmjibe/fSQyxGJ9A0VFxCRTJbzSatId55uva2PvPQhoXDExYhE+oaKC4hIJlPSKpLEX14ylMmjhgDwfl0La/+jxuWIRM6diguISCZT0iqShDGG/znvMvx5zr/IE6/t5N1Pm3n6rU+49dl3eOOjRpcjFOk9nYglIplMxQVETmJMWRF3XnshP3h1B+2hCPOe2tK57a2dTfzzrVcxdUypixGK9I7ViVgiksHU0ypyCkumj+biikE91ocilv/+s/f4pKnVhahEzk5icQFlrSJycrt378YYwyOPPOJ2KJ3U0ypyCj6vh5V/dTm3/fRdjIFvfKaSHQ1HePEP+2g53sHCtb9j1iVDKS3K55Jhg/jsmBLy87xuhy2SlKa8EpFMpqRV5DTGDR3Im8tmdN5uD4XZ13KC39U0U3f4OM/8dnfntkK/lxnjy/nm1FFcVVWc+mBFTkFjWkUkk2l4gEgv5ed5+dGCzzBldM+k9FgwzMvv1/NffrSFhT/5He9+eijhJ1kRN9mEMq7uxSEifa+hoYHbbruNESNGEAgEuPDCC5k/fz6vvvoqO3bsIBAIMGDAAIwx7N27l7lz5zJ06FBGjhzJd7/7XUKhUOdjff/732fy5MkAPPbYYwQCAQKBAMuXL3fr5QHqaRU5K0MK/fzrt6Zw5HiIptZ26g4f5+2dTby2rZE9zW0AvL2zibd3NlFZPIDZEyoYXVpIvs/D4AE+rq4qoTBf/36SWuppFclOjY2NXH311VRUVLB161aGDx9OTU0N3/jGN7jppps4fPgwDQ0NLFq0iOeee467776blStXUlVVxfPPP8+CBQsoLy/nrrvuAuChhx5i4cKFVFVVsWzZsrQZ16pPTZGzZIxhcIGPwQU+xpYX8YVxZfyPL/8FG7fv57ENO/mo/ggAtc3H+fHbf06473k+D9dcVM68SSO45qJynRQjKaHiAiLZ6YEHHmDPnj28/PLLDB8+HICqqipWrVrFl770pR77z58/n6qqKgBuvvlm7r//fl588cXOpDVdKWkV6UPGGK79i6F8cXw5r3/UyEt/3MfG7ftpC4YT9jvREeGV9xt45f0Gpl1YyvfnTqCqtNClqCVXqLiA5LrFGxZT31rvdhg9VBRVsGbWmrO6byQS4YUXXmDEiBFMmDAhYduUKVN44YUXetxn6tSpCbcrKyvZt2/fWT1/KilpFekHHo9h1iUBZl0S4ERHmHc/PcTREx20hyLsbDzKy3+qZ/dBZxjBb3Yd4C//8W2+OfUCFk8bzdBB57kcvWQrq+EBkuPqW+vZc3SP22H0qaamJlpaWhg/fnyPbR6Ph2uvvbbH+tLSxDnG/X4/HR0d/RZjX1HSKtLPzvN5+dzYxAPEslnj2VrTzMP/50N2NB4lGI6w+jc1PLf5U74+aThzLh/GVaOKyfPqXEnpO5FI13VNeSW5qKKowu0QkjqXuGJfRoPB4Bnfx+PJzM8WJa0iLjDGMGV0Cb/+m8/zzG9reHLjxxw5ESIYjvDzd2r5+Tu1nF/g46pRxVwUGMi4wEAuCgxkVEmhElk5axEVF5Acd7Y/waez8vJyBg8eTH19z2EPkUiEffv2UV5ejt/vdyG6vqWkVcRFPq+HJdPHMP/qC/iXrZ+y+jc1NB1tB+BwWwcbtjWyYVtj5/5+r4eq0kIqiwuoLB7AyOICKocUdN4u8OtfWk5OxQVEso/H4+HGG29k7dq1/P73v+fKK6/s3PbGG28wd+5cGhoaep20FhY651nEpsL66KOPWLNmDY8//njfBd9L+oQTSQNF+XksmT6GRVOr2FpzkA0fNrJx+37qDh9P2C8YjrCj8Sg7Go8mfZzSIj8VgwdQUuSnpDA/uvRTUuRcLy3MZ9CAPAr8eRTmexng86rHLYdYNKZVJBs9+uijvPbaa9x5552sW7eOYcOGsWvXLqqrq7nnnnsYNKhnOfLTKS0tpaysjG3btgHwi1/8go0bN/Z16L2ipFUkjfjzPEy7sIxpF5bxd8ChY0F2RpPUHQ3OpebAMQ4eSz526UBrkAOtZz6uyRgo9OdR4PdSmO8sfV4PXo/B6zHkRZdej8FrDB6PIRyxBEMRLJYBPi8D/Hn4vR48BrweZx+PcYowDB7gY/AAH9Za2kMRLDC2rIhLRwzWCWcusJo9QCQrlZeXs3XrVh566CEmT55MOBxmyJAh3Hbbbdx55500NTVx6aWX0tLSAkAgEGDFihVMmzaNz3/+8zQ3NxMOhwkEAqxZs4YbbrgBYwyrV69m2bJllJeXU1FRwdNPP+3q61TSKpLGhhT6uXp0CVePLklYf6w9xN5Dx6ltbmNPcxu1h9qobT7O3kNt7D/azqG2IGdSiMtaaG0P0doeguiwhFQp9DsJb4HfS4Hfy4DY0teVPEPXfKIm4brBmNjt6HWcRCx2PdaD7Nx2Emkbfc0Ra7HWErFO72PEOiczRCJdt519nPvn53nJz/OQ7/OQ7/WQ74vezvOQn+fFH73uj128Xdfz8zz4vV58eU7ib4wTi8cYJ14PzheCaOyeuO3Oa+y75DJhTKuGRotklUAgwI9//OOk28rKymhoaEi67WTrAebOncvcuXP7JL6+kPNJqzHGD/iiN9X1IxmhMD+P8YGBjA8MTLo9FI5wqK2Dg8faOdga5ECrszx4rJ3WEyFa28O0BUMcC4Zpa48ugyGOtYfoCFsiEUsoYglHLGHrLOPleZyEqiN89iVqjwXDHOs2f630FJ/Idk94PcaZXi2WDDv7RhNeovt7upL2prgvJupnFZFMk/NJK/AA8LDbQYj0pTyvh7KB+ZQNzO+Tx7O2K4H1eTx4omfxdIQjtLWH6YhEiEScHsqwdZLe9lCYluMdHDkeAgPn5XkJhiNs23eED+paaDhyguPBMMc7nIS5LRjmeDBMKHL2iXA2stG/qZPe983fxu/1dPZki4hkCiWt8Cjwg+j1qwB3RxmLpCFjDHle0+OA4fN6GFzQu+TnC+PKTrk9GIpEk9dIZ4pmbdxJRLbrZ36LjS6dxNrak6wnNpdht5/mTXxPZpLbOAljMBQhGIrQHorQHgo7y44IwXCY9o6u9bF9guFI532CcbcjNnHoQeJtZ3hCbJ0zfKHn/uGI83qcLwmWsO36UhHbBxIfJ/65vB7DzVeP5Dyft1fvm4iI23I+abXWBoEggDHmhMvhiOS82FhQERGRePpkEBEREZG0p6RVRERERNKeklYRERER6RP2TOZbPEtKWkVERCRrGGMIh8NEIhG3Q8k5kUiESCTSb5UWlbSKiIhI1igqKsJaS11dHcFgsF97/sRhrSUYDFJXV4e1lqKion55npyfPUBERESyR0lJCW1tbbS2ttLa2hotsuHpt96/XOdM1xfp/HKQn59PSUnJae51dpS0ioiISNbw+XxUVVVx6NAhjh49SigU0lCBfmSMwefzkZeXx8CBAxkyZEi/fUFQ0ioiIiJZxRhDcXExxcXFbocifUhjWkVEREQk7SlpFREREZG0p6RVRERERNKeklYRERERSXtKWkVEREQk7SlpFREREZG0pymvEhUAvP/++27HISIiIpKV4vKsgt7cz6i8WRdjzLeAH7sdh4iIiEgOWGKtXX2mOytpjWOMqQBuAP4MtPXz003ASZCXAB/083NJ+lN7kBi1BYlRW5B42dQeCoDRwK+ttfVneicND4gT/cOdccZ/LuJKnH1grd2SiueU9KX2IDFqCxKjtiDxsrA9vNHbO+hELBERERFJe0paRURERCTtKWkVERERkbSnpNU9e4G/jS5F1B4kRm1BYtQWJF7OtwfNHiAiIiIiaU89rSIiIiKS9pS0ioiIiEjaU9IqIiIiImlPSauIiIiIpD0lrSIiIiKS9pS0usAYM8MY8xtjzH5jTL0xZo0xpsTtuKT/GGN2G2MaTnKp6LZvgTHmMWPMnmgbedcYc6Nbscu5McYsMMYcNsY8e4p9evWe6xiSmU7XFowxi4wxrSc5Tjx+kvuoLWQQY8wgY8xSY8x/GmMOGmNajDEfGmO+a4zxJ9lfx4Y4SlpTzBhzHfA68GsgAFwGXAK8bYwpcjM26V/W2sBJLvWxfYwxXpy28RVgurW2HFgJ/Jsx5q/diVzOhjGm1BjzS2A5MPgU+/XqPdcxJPOcaVuIeuwkx4l7kjyu2kLm+TnwD8D/AsqAEuAx4O+BF+N31LEhCWutLim6AHnAJ8DWbusvAyzwt27HqEu/vfe7z3C/v462hS91W/+/gcPAELdfiy5n/J6/gvPBND76nj57ru+5jiGZeelFW1gEPHKGj6m2kIEX4P8CK5Ks/1n0fZsVt07Hhm4X9bSm1rXAaODf41daa/8EfAzcaowxbgQmaeNbwDHg1W7rX8DpodEwgcyxxFp7H9B+mv16857rGJKZzrQt9IbaQmb6F+CnSdZvjS4nx63TsaEbJa2pNT26/FOSbX8EhgNjUheOpBNjzHnAVcA2a2242+Y/RpdfSG1UcrastacttXgW77mOIRnoTNrCWVBbyEDW2n+21m5Lsik2nrUZdGw4GSWtqTUuuqxPsm1fdHlhimKRFDPGLDfGfGCMaTTG7DTGPGWMqYzbZQzO/6TaR+7o7XuuY0j2u9IYsz568majMWaTMebmJPupLWSXyUAI+FX0to4NSShpTa3YAPy2JNti685PTSiSYja6nI7zjfebwBeB/2eMuSi6Te0j9/T2PVcbyX5jgEeBKqIn0QA/M8b8U7f91BayRLTzYg6wKq5XXseGJJS0usOefhfJMpOttd+z1jZba0PW2i3AzThnjq7qtq/aR+7p7XuuNpKd/g34jLX2N9ZxwFr7EE7v2x3GmKlJ7qO2kMGi40yfBrYB30uyi44NcZS0plZLdFmYZFtBt30ki1hrDyRZ9y5QC1xjjClE7SMX9fY9VxvJYtbaNmttsp6yF6PLr8StU1vIDj/A6VG/wVp7Im69jg1JKGlNrZ3RZUWSbcOiy10pikXSwz7Ai9Pj+gkQQe0jl/T2PdcxJDfFxiQOjVuntpDhjDH3A/OB66y1Dd0269iQhJLW1Ho7urwsybbLgDqcqSkki0QrlFx3ks0BnANTc/Rb9u+Ai6OTSseLtZlN/ROluOEs3nMdQ7KYMeYRY4wvyaZAdBn/i43aQgYzxiwF7gZmWmt3RdeVGGNGgY4NJ6OkNbXeAGqAr8WvNMZchnNW309sdDZgySozgL/pvtIYcykwEvgPa21rdPUanJ93ZnXb/Uacn3Z+2X9hikt6857rGJLdHiZ50nFDdLk+bp3aQoaKVrN6BKeQQPz0V1+Jro/RsaEbJa0pZK0NAbcDnzHG3GeM8RhjSukahP0DVwOU/nSDMabaGJMPnQeS53Emjq6O2+9Z4E1gZewbtzFmAfBV4G5r7aHUhSwp8ixn+J7rGJITfmSMuRjAGFMY/Qn568DPrLVvxnZSW8hMxpi/AlYDvwW+Gu1df8QY8wjO/3y8Z9GxIYHJgsQ74xhjZuDUGR4HhHFK/N2X7GQdyXzGmDKcmQK+jlOxpBBnCpI3gL+31u7stn8B8H3gJiAf2As8aq1VL2sGMcbMB57AGbNcCpzA6R05aK29pNu+vXrPdQzJLGfaFowx1+AcKz4HDAEGANuBZ4Cnk/WUqS1kFmPMH4CJp9jlOWvtorj9dWyIo6RVRERERNKehgeIiIiISNpT0ioiIiIiaU9Jq4iIiIikPSWtIiIiIpL2lLSKiIiISNpT0ioiIiIiaU9Jq4iIiIikPSWtIiIiIpL2lLSKiIiISNpT0ioiIiIiaU9Jq4iIiIikPSWtIiIiIpL2lLSKiIiISNpT0ioiIiIiaU9Jq4iIiIikPSWtIiIiIpL2/j/rgGoQrtHCZwAAAABJRU5ErkJggg==", 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", 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hYAUoaA06NTU1YLKsR0ZGBgA0qS0bQRBEQ9x9z732ZSnT6pnllcjNN9+Mhx9+GNnZ2Vi6dCni4uI8GsvatWtRW1sLgLekHDNmDIqKivDwww/jzz//9OhYBBEpXHnlldi6dWvYBJu+goLWIDNhwgQkJydj6NChsFqt+OSTT/D3339jyZIlfnvN7du349JLL8W1117rt9cgCCI0MZlMsDKr/bHY5MpT9wA5L7/8MrZt24Y+ffoo1p86darB5x08eBBjx47FuHHjUFVVhYyMDLz6Ku/1cu2112LIkCEejYMgIonG5DNWK8Pbfx7GEz/uRkWtKUCj8i8UtAaZAwcOoLKyEkVFRVCpVLjoooswdOhQtG/f3i+vxxjDtGnTsGzZMmzdutUvr0EQROgiCALeeutt+2Mx06pSCYizNRrw1D1ApVIhKytLse7NN99Ebm5uvRfgjDFMnToV1dXVWLVqFT766CMAwF133YXFixfj22+/RUxMjEfjCDbnzp3DU089haVLl6KqqirYwyGaEbW1tVi6dKlHz5m38QReX3YI8zaexL9/2KmY1Q1XKGgNIhaLBSNHjsQFF1yAfv36BeQ1q6qq0K4dt7s5fvx4QF6TIIjQQaPR4MqrJtgfq2TZGrEYyxv3ADmMMezZswcA75x16tQp+0zSTz/9BIAHzx9++CE6deqEIUOG4N57JcnCuHHjoFIpf56sVitCnVWrVuGFF17A2LFjcffddwd7OEQzgTGGmTNnYuzYsZg4cSJOnz7d6HPOV9bhld8P2h//se88ftja+PNCHXIPCCJqtRrz5s0L6GsmJiZi4cKFOHjwICwWSbfGGMPatWsxdOhQqtgliGaO0j1AWh8fpUFhlQE1xqYFrevXr8fHH38MAHj11VeRmZmJwYMHY9OmTcjNzcWYMWMQFxeHXr16YcuWLaipqYFWq633eAcOHMCkSZPw+eefo3///k0amz9Zs2aNffn//u//FNsOHTqEM2fOYOTIkU4BOUE0xJ49e/DVV18BAP7++2+3fqOf+WUvqhwuPp/9dR8ubJeG1qnhq4Olb06Ice7cOSxZsgRffPEFjh075rfX6dy5M7p16wYAWLFiBS644AIMHz5ccdIlCKJ5YpXNEqpULjKtdU0LWocMGYL9+/fjwIEDuOeeexAVFYWuXbsCAJ5++mmFp2tCQoKTtEBOcXExrrjiCuzbtw8jRozApk2b7Nv0ej3mzJmDzz77zOXM0bJly3D27Nkm/S2eMHv2bCxduhQff/wxevToodj2xRdfYPTo0bjssstQVFTk1vH27NmD9957D2fOnPHHcP3Gjz/+iLvuugtLlixBnaxlMOEdPXv2xIoVK5CTk4Nvv/0WLVu2bHD/ZfvOY8mecwCA3NRY3DokDwCfQQl3mQAFrSHGsmXLMG7cOEydOhVr164NyGsaDAZ7K9nZs2cH5DUJgggONTU12H/ggP2xXB6QEqcDAJTrTTBZmjYd36VLF3Tu3Nn+ePbs2UhLS8Mvv/yC9PR0t48THR2Nnj17AgAGDRqkKPaqra3FnXfeiWnTpmH8+PGK51VVVWHs2LFo2bIlrrrqqib9La6wWCy45ZZb8Pfff9vXJSQk4NJLL8X06dOd9t+4cSMAYOXKldi/f3+jx3/wwQfRs2dP3H333Zg6darvBu5jXAVAX331FT744AOMGzcOu3btCsKomh8jRozAkSNHcMkllzS67+t/SLKAF6/ugcfGdUGXrAQAwIb8UuwvCF+9NQWtQcTVlz0zM9O+LF6Nnzt3rklXRowxfPTRR/jmm28UkgCRsWPHonfv3hg7diwee+wxr1+HIIjQZ9euXZg48Wr7Y7k8ICsxCgDAGFBUZfDp62ZnZ2Pbtm247777PHpefHw8Fi5ciJdeegkLFiyATqezb5Mvjxs3TvG8LVu22HWwYtArp6nZy1dffRVfffUVRo4ciQ8++KDR/e+//3506NABs2bNwogRIxrdf9CgQQCA1q1b44svvmjSWP3FunXrMGzYMBQXF9vXWa1We3vRrl27YsCAAYrnfPjhh5g9ezZWr14Ns5naBbvCYrFg3rx5Tr/X7hQmllQbcOAcD0qHdkjD8I4ZiNKocdcoqbh75cHwtdQkTWsQGThwIGpra3HhhRdi7ty5AIAePXrgjTfeQEZGBgYMGICXX34Zjz76KK655hosWLDAq9d5/vnn8fTTTwMA/vOf/2DRokWKDIggCPj7778RHx/f9D+KIIiQpq6uDhCkfIU805qVGG1fPldZh5xk31bv5+bmIjc31+PnqVQqPPLII07rY2Nj8dNPP+Hs2bNO9ljt2rXDK6+8gg0bNuDKK69UbCsoKEDbtm0xatQoPP300xg6dKhH42GM2d1XtFqtW12Jxo8fj5EjRzqdZ0tLS7Fw4ULEx8fjhhtusK+/5pprMGbMGIwbNw7Z2dkejS8QrF69GmPHjoVer8e4ceOwYsUKxMfHQ6VS4ejRo1i7di3MZrOT/nLOnDnYtm0bYmJiUF5eHpzBhzC7d+/GhAkTcOzYMezZs8fj2c+tJ8rsy0PaSzMaIztlQCVwadCf+8/j7os6+GzMgYSC1iBhsViwe/duGAwGJCcn29e3bNkS999/v/1xUlISevXqhYULF6K8vFyxr7vMmDEDr7/+OqqqqjBx4kR07NjRaR8KWAkiMmjVqhVum34bfrc9lmtaWyRJQev5itDXIqrVakyYMMHltjZt2uDf//63y20fffQRTCYTli1bhhEjRngctAqCgPnz52Pu3LkwmUzo3r27W89LSEhwWvfZZ5/hoYceQvfu3RVBq1arxR9//OHRuNzBYrFg06ZNOHXqFPr16+e1vWLXrl3RunVrHDp0CO3atVNkvTUaDUaOHOn0nNraWuzcuRMAT9rInxOpMMYUgX379u1RVsYDz//973+488470aZNG7ePJw9a+7dJsS8nx+rQr00KNh8vw/ZT5SitMSI1Lvzef5IHBImKigoMHDgQmZmZ6NKlS737nT171q4JctdX9fXXX1e4EuTk5ODTTz/F+vXr8eqrr3pcucoYoytigmgmdOzYEffeJ10Yy+UBLRKUmdbmSt++fdG3b18kJibinnvu8eoYgiBgxowZuOuuu7wex9q1a+0uA/n5+Y3KwAoLCzF79uxGmzY0xNSpUzFkyBBcf/31ih72npKRkYFly5bhySefxLx589wKQGNjY1FQUICffvoJjz76qNev7S+qq6uxd+9ep/W33HILBg4ciNtvvx3nz59v8uswxvDmm2/isssuw9VXX63YFhsbi7vuugs333wzNm3a5FHACgCbj5cCALRqAb1bJyu2XdQl0/b6wKpD4SkRoExrkEhNTcXq1asB8A419TFkyBD0798fAwYMsLd4lcMYg8lksp8wZs2ahSeeeAJpaWnIyMjApZdeCoBPNbmDxWLB0qVLsWnTJjzzzDMAgG+//Rb33nsvZs+ejenTp5NdC0GEOXLLU4U8QJ5prfStpjWUuPLKKzF+/HgcPXrU7dmr4uJi5OfnY+DAgT4bR6dOnfDBBx9ArVajXbt2Tlk3OX/88QeuvPJKGI1G1NTU4IUXXvDqNR9++GHMnz8fJpPJowDsyJEjMBqNdtcZgMs9nn/+eY9ePyMjw2V2fM+ePejatSvUarWLZ/kXg8GAW265BYsWLULPnj3tRXMilZWV2Lx5MzZv3ozXX39dse3kyZPQarUNSjisVqvid1MQBHz66afYuXMnoqKiUFtbq2jHOmvWLK/+jjqTBbvPVAAAerZMQrRW+V5e3KWF3bt1xYEiXN23lVevE0wo+ggBHP0JS0tLsW/fPqxfvx5jx47F5s2b8d5776FXr15Oz33llVdw0UUXoaCgAADswvarrroKo0eP9ngs11xzDa644go8++yzyM/PR2VlJR566CGUlJTg9ttvt0/t+AvGGL777jt88MEHYWEmThDhiNynVR4ktUiUB63NN9MK8L+7Qwelru/06dMYOnSo07T8l19+iS5dumD06NFYtWqVz8aQkZGBGTNmYNq0aY36tw4aNMj+W/Hll182en5cunQpnnzySSxcuFCxvk+fPpg7dy4++OADpyzfZ599hnvuuUdhU2W1WvHMM8+gV69euPnmmxtMsniDyWTCM888gz59+jgFhN4wZ84cvPXWW5g3b169hV6OM4dRUVE4evQo9Ho9duzYAYNBecHWrl07xMTEoH379k4Sj9mzZyMnJwfp6en2aX2Rp59+GgMGDHAqRgOAyy+/HAB32WhK5lzOzlPlMFn4d3tAXqrT9k4t4tHSplNfdbAQ5iY6hAQFxhjdbDcAgwGwdevWsWAyZMgQBoABYAsWLGCVlZUu98vPz2dRUVEMAGvbti2rq6tjVquVPf3000ylUrH77rvP49f+8MMP7a/92muvscrKSnbfffcxlUrFpk+fzkpLS9mbb77Jvv3226b+mS7Zs2cP02q1DAD7+OOP/fIaBBHJmM1mtvV4KWvzyCLW5pFF7I1lh+zbLBYra//YYtbmkUXshjnrgzjKwFNQUMA6duxoP/8tXrzYvm3+/Pn29T179mRmszkoY3zuuefYyy+/zIqKiuzrrFYrO378uNO+d911FwPAsrKymNFobPTYe/bsYTExMQwA69+/PzMYDPZt48ePt//977//vm/+GBv79u1jOp2OAWAajYYdOHCg0ef8+eefbPbs2WzLli1O2y644AIGgKlUKmaxWBTbHn74YZaVlcVycnKY1WpVbHvllVdY+/bt2eOPP+7yN9dsNrOzZ886re/RowcDwOLi4pyOee2119rft5MnTyq2nT17lp05c6bRv9UT3llx2P69/mPvOZf7PPHjLvs+G44W+/T1PWHdunXiezOYeRKnebJzc7+FStA6ceJE+wcdAHv99ddd7rd+/XrWvn17BoC9/PLLim3nzp1jJpPJ49euqKhgM2bMYGvXrlV8AXfs2MGOHDnC4uPjGQDWvXt3py+onF27drE333yzwdf68ccfWU5ODuvfvz9bvHgxs1qtrLy8nOXk5DAAbPjw4R6PnyCIhnn11VeZLqeL/YfrreWHFNsHz1rO2jyyiF306srgDDBIVFVVsX/84x8MABswYIAiaLNYLGzIkCHsgQceYMXFwfuhd6SwsJANGDCApaWlsdLSUsW2oUOH2n9DFi5c2Oix/vjjD5acnMwAsCeffFKxbffu3SwxMZG9+OKLbgXAnvLf//6XRUdHs/fff9/+u3LgwAH21FNPsbvvvttp/9tuu40BYCNGjHDadtVVVzEALD093Wnbrbfean9P8vPzFduMRmODv2musFqt7PXXX2eTJk1i1157rdP2WbNmsdjYWDZkyBC2adMmj47tDVM/2Wj/XpdUG1zus2L/efs+s37b5/cx1QcFrd4HqjoAcbbbRYEKWgcMGMAuvfRS9tJLLzltmzt3riJoPXSI/6iUlpY6nTDr6urYu+++y+rq6vw+ZsakE4JarWb79rn+wD/yyCNMEAQmCALbtWtXvcdavHgxEwSBAWCjRo2ynzCGDRvG+vXrxz744AO//A0EEck899xzLKplN/sP1zsrDiu2T3z3b9bmkUWs21NLgjTC4PLll1+yo0ePOq0PVna1ITZt2mT/nbj//vsV20pLS9lff/3FFi1axKqrq9063rFjx9h9993nMuFRVVXliyG7xGKxsCNHjtgfW61We9Zbq9WysrIyxf5t27a1/90HDx5UbNu/fz/77bff2E8//eT0Oo8//jjr2rUrmzRpUr2/X76kpqYmYJ8bi8XKejz9O2vzyCI2+rWV9e6nN5pZ5yd/Y20eWcQu+9+qgIzNFd4GraRpBR4HUG27rQjEC5aXl2Pz5s34448/sGHDBqftt912m92W5LXXXkNdXR06duyI1NRUvPvuu4p9o6KiMHPmTERFRQVi6PjXv/6FZ599FidOnLC3ZQSUGqEuXbrYP2Bz5syp91jjxo3DtddeCwB46aWX7Nq6FStWYMuWLbjjjjsaHMuff/6JwYMH46OPPmrCX0QQkUW7du0waPCF9scqh8If0au1xmhBVZ1v9YvhwJQpU9CuXTun9cEoEGoMUQt5wQUX2M+lIikpKRg5ciSuuOIKxMXFuXW8vLw8vPnmm9BonGu0/WmLqFKpFNZbgiBg2rRp9m3btm1T7L9x40Z89913LovAunTpgssvv9xlsdeLL76Iffv24YcfflD8fvmL2NjYgH1uDhVWocrWftmVnlUkWqvGoLZpAIAD56rCTrtO7gHALACv2pYHIgCB6/nz59GuXTscO3asXrsrlUplF3CXlJTgyJEjAGDvNBIsRo0ahVGjRinWVVVVoWfPnhg9ejTeeOMN3HLLLZg/fz4mT56MW265xb4fY86VsfPnz8eePXsUfbodC9Pq48cff8SGDRuwdetWXHfddV552BJEpHHzzTej3YVjceNH/IJZ5VCs7liMlRDt3veRCDwjR47E7t270a1bt2bn6jJ16lTk5OTgmmuucSp+ysjIwOTJk4M0stBk83GZP2sDQSvAGw2sOsQ7bq46VITJ/Vv7dWy+pHl9yr2AMWZkjNUwxmoABOSSo3Pnzjh69Chqa2vd8qpLS0vDhRdeiHHjxqF9+/a4/PLLcfjw4QCM1D2eeuopnD59GkePHoXFYoFarcZvv/2GW2+91X6VeebMGfTv3x9fffWV0/PlAWtjVFZW4tChQwCklrcmkwmLFi2y71NbWwuj0diUP4kgmjVy9wDHTKs8aD1X0Xxtr5oDaWlp6NGjR7MLWAHuLz516lSXDRkIZ/barK4AoG9ucoP7jugk2WeKwWu40Pw+6WFEdHQ0kpKS3Np3/fr1WLRoEXbt2oXff/8dvXv3xtq1a/08QvcYNWoUcnJysHbtWowcOdKpXzLA7Ve2bduGqVOn4ptvvnHruIwxbNq0CX///TcA4PDhw7jwwgtx2WWXobi4GNdddx2mTJmCn3/+2T41tmbNGqSmpqJ79+6oqanx3R9JEM0IpeWVcltWkiQ1CrepQ4KIVPYXVAIAYrRq5KU1LAdpnxFnt776+3AxLNaGm1qEEhS0hhElJSV2H7h27dqhf//+QR4RZ+LEidi/fz9++OEHLF261KWG5+zZswB4W9rOnTs3eky9Xo/k5GQMGjQId955JwDgySefxP79+3H8+HHcf//96Nq1K7788ktcddVViI7m2aFt27bBYDDgyJEjWLlypQ//SoJoPsh/o9SqBjKtlXUorzVi5ryteG3pQVjD6MeNICIFi5Xh4PkqAECnrASn77QjgiDYs60VehN2ni739xB9BgWtYUR6ejo2btyI5557Dp999lnAiq/cITExEZMmTUKrVq47bFx00UV4+eWXsXHjRlxwwQWNHi8mJga9e/cGwA2/z549iw8++AAdOnTAkCFD6jWhlmuEd+zY4fkfQhDNnJkzZ+JOWevRhuQB5yvr8M6KI/ht9zm8s/IIlu49F7BxEgThHsdLalBn4o0CumW7J6cYKZMIrA4jiQAVYoUZWq0WTz31VLCH4TFDhw7F0KFDPXrO7NmzMWXKFFx88cXIzMyERqPBn3/+iRYtWtQbsA8cOBCffvop+vTpo2g3SBAE5+jRozhxogyZtiY9jkmZLIWmtQ7HiiWZzfurjmJsj6x6W40SBBF4DhRU2Ze7ZCW69ZwhHdKgVgmwWBlWHSrCA5d08tfwfAoFrUTIMnToUBw7dkyxLjc312m/2tpa/P777/jxxx/xwQcf4NZbbw3QCAki/EhNTUVquSThcQxA46I0SIjSoMpgxu4zFSiokHStu05XYN3REgztkB6w8RIE0TCinhUAuma7F7QmRmvRLzcFm46XYuepcpTXGpEcq/PXEH0GyQOIsGfWrFmYNGkSvvrqKyxZsiTYwyGIkOabb77B3E8+sT92pX/LTOQzGfKAVeS9v474b3AEQXjMgXNS0No5y323hRGd+MWnlQErDhT6fFz+gIJWIuy55ppr7Mvr168P4kgIIjxgCssr5+1ZSdFO68Rq47VHSrDzVLm/hkYQhIfst8kDWibHICnGfV/lS7tn2Ze/33La5+PyBxS0EmHPBRdcgOeffx7jxo3DPffcg9raWixfvhyvvvoqfv/992APjyBCDotVWnalT5UXYwFAq5QYPDVe6iD04ep8v42NIAj3qdCbcKZcDwDo6mYRlkinFgl2T9f1+SU4URL6NpGkaSWaBU8++aR9+ejRoxgzZgwA4NZbb8XYsWODNSyCCEkaai4AKIuxAG5Gfmm3LOSlxeJ4SS3+PHAedSYLorWh19qUICKJAzI9q7tFWHKu798a20+WAwDmbzmFf1/muktnqECZVqLZ0bZtWyQm8i/v9u3bgzwagggtpk2bhnfefdf+WO3iV8Ax0zqiYzpUKsE+nVhnsmLTsVK/jpMgiMY5cE5yDnC3CEvO+N45iNXxi8/vt5yGWT4NE4JQ0Eo0O1QqFd544w388ssv+PXXX4M9HIIIKebPn4+1a9fZH7vKtMqDVrVKwBCbW8CozpK348qD4VG4QRDNGblzQBcP5QEAEB+lwZW9cgAAhVWGkG/rSkEr0SyZNm0arrzySrRu3TrYQyGIkIExBr1eDwjSqd+VplVeiNW3dTISo3lxR/82qYiP4qqyvw6G9o8bQUQC+22Z1mitqtH2rfUxeYD0O/nt5lM+GZe/oKCVaNYwxrB169ZgD4MgQoaqqiq8/c479sdqF0Frh8x4JEbz4HRCnxz7ep1GhWG2rOux4hpF4wGCIAKLxcpw0GZ31blF4+1b6+OC3GR0zIwHwK2vCqucre5CBQpaiWZLVVUVpkyZgv79+zfZRWDVqlXYtWuXj0ZGEMFBEATExcUhLi7evs7V71x8lAaL7h2OT6cNwM2D2ii2XdRFkgj8RRIBgggaJ2TtW73Rs4oIgoDrB7SGTqPC+F7ZMJhCV9dKQSvRbCkoKEBCAtf4TJs2DbW1tV4dZ+HChRg1ahR69+6Nhx9+2JdDJIigYJG5B9TXkjU3LRYXdc6EyiGqHdkp0768kiQCBBE09ivat3quZ5Vzw8BcbH78Erx5Q1+0To1t6tD8BgWtocSKF4A3egJH/gz2SJoFDz74IObMmYPs7Gx8+eWXiI3lX0S5sbo77Ny5076clpbm0zESRDCwNtJcoCGykqLtWZ0N+SWoNZp9OTSCINxE3gmrKZlWgM+uJMW635ggWFDQGipYTMCa/wLlJ4EtnzS+P9Eo8+bNwy+//IJ9+/bhkksuwd69e/HAAw+gX79+sFgsbh/n2WefxccffwwAeOSRR/w1XILwO4WFhXj++efxxx/L7Ou80cFdZHMRMJqt+Ptwsc/GRxCE++xvokdrOEJBa6hQVwkwWyBlrA7uWJoJSUlJuPLKK5GcnAwAeOWVV/Dmm29i+/btWLZsWcNPdmD69OlgjEGloq+MyWTCr7/+is8++wwmkynYwyE84MyZM/jPf/6DhT/+ZF/nyvKqMS7uKkkE3vvrqMezFwRBNB1F+9YwyJL6AvoFDhXqyqVlCwUC/mDGjBkAgJSUFBQUFDT5eFZr6IrV/UlxcTGuvvpqTJs2Dc8++2ywh0N4gF7P2z0KKrnllefHuSA3BQPzUgEAO06V4/c953wyPoIg3EPevrWpetZwgoLWUMEgpflhMQZvHM2YYcOGYcGCBTh79iymTZvW6P5ms9llYLpr1y7cd999yMvLQ2VlpYtnNm+ysrLs8oovvvii2WTZ9u3bF+wh+J2ePXti3bp1mHn3PfZ13mRaBUHAo+Okdo+vLj0IU4h30iGI5sTBJnbCClcoaA0V6iho9TeCIOCaa65BdHR04zsDWLBgAVq1aoW7774bR44cUax/++23cerUKcyfP99fww1ZBEHA9ddfj3/84x9YvXp1vdXnocxbb72FTZs2AeCFec888wx69OjR7P8/ExISMHjwYHTo0MG+zntvxxSMtbV1zS+uwdy/j6GoygCrtXlcxBBEKNPUTljhCgWtoUJdhbRM8oCQYMGCBSgoKMB7772HmhrJRP0f//gHACA1NdU+3dqcOX36NNatW6dY9+233+Lzzz9HXl5ecAbVBFavXo0HHngAQ4YMweuvv46VK1fi2WefBWMMU6dO9Yl0JNSxKiyvvD/Ov8d2tge9Ly05gAEvLkf3p5fiiR9326cuCYLwPb50DggnKGgNFUgeEHBMJlODutQWLVogNTUV7du3R69evezr27dvjz///BNnz57FvffeG4ihBg3GGG6//XYMGzYM//rXv7z2ug0lXnzxRTDGYLFYkJKSgtGjR+Pee+9Fly5d8MADDwR7eAFBPpPvjTxApH1GPG4cqGyVrDdZMG/jSYx6dSWe/XUvyQYIwg/sK2h6+9ZwRBPsARA25PIAMwWt/mTNmjV44403sGzZMvz5558YMGCAy/3efvtt/Pe//8XJkyedpsBHjx4diKEGnWPHjmHlypVgjGHx4sWYNWtWsIfUZH755Rf88MMP2Lx5s13b/L///Q9qtTrII/M/+fn52L17Nw6d19nXeSsPEHnyim7onpOE4yU1KKo0YPXhYhRXG2CyMHy69ji0ahUeH9e1qUMnCMKGxcpwyKZpbUr71nCEMq2hAmVaA0ZhYSEWLlyIqqoq/Pbbbw3uq9Vq0b59+0aPqdfrm01Bkpx27drh3XffhUajwSeffIKYmBj7NsYYdu7ciaeffhofffRREEfpGVFRUbj55pvxxhtv2C9GIiFgBYDFixdj4sSJ+OSzz+zrmvp7F61V48aBuXjs8q747/V9sOb/LsJT47shTsff0w9X51O7V4LwISdKaqA38WLYSPFnFaGgNVRQaFopaPUnl1xyCTQaDdq3b2/3cG0Kx44dQ4cOHdC/f/+mDy4Eue2227Bnzx4MGzZMsb6qqgoDBgzAc889h3fffTdIoyM8wW55Jcgtr3ybpYnRqTF9WFvMuqanfd1D83eisLLOp69DEJHKAYVzQOQUYQEUtIYOCvcAKsTyJ0lJSTh27BiOHDmC+++/32m7xWKB2exea8qqqioMGTIEZ8+exaFDh8Leu/Xtt9/GSy+95LS+c+fOTusSExNxySWXAAAOHDiA8+fP+318TcHdRginT59uNAMfrlx22WV4//33cdnYy+3rmqJpbYgJfVri2n6tAAAlNUbc/+0O0rcShA9QOgdQppUIBgbKtAaSVq1a1btt7dq1SElJwdixY7FixYoGj5OQkICnnnoKgiCguroa+fn5vh5qwHjllVdw33334bHHHsP333/v1nMefvhhfPvttygqKkKLFi38PELvMZvN6NatG6ZMmYKNGzfWu98NN9yA1q1b47rrrmuWzhC9e/fGnXfeiUGDBtnXqf1oWfbsVd3RLoMXiazPL8Ezv+xtljIagggk8qC1K8kDiKDgKA+gE3vQ+Ouvv1BdXY2lS5cqrK7qY+bMmTh9+jSKi4vt/pdmsxmzZ8/Giy++6O/h+oziYt5DXqVSobDQPQ3i6NGjcf311yMhIbSnqBYsWIAjR45g3rx5eP/99+vdr02bNgCA2tpaj1v9hhNyK1V/2uzGRWnwwZR+iI/iNb/zNp7E5+uO++8FCaKZwxjDtpPlAIDWqZHTvlWEgtZQQS4PAAOslqANJdI4fvy4wsopNTUVPXr0gFqtxvDhw906Rk5ODtLS0gDwk8qll16Kxx9/HM888wz27Nnjl3H7mldeeQXfffcdPvzwQ9x9993BHo5PSUxMtBfUNWRTNmnSJFx88cV45513MHDgQJ+PIz8/H2PGjMGvv/4a1IyjRfba/pIHiHRqkYC3b+prL/h6btE+PDh/B5buPYc6E53nCMITjhZVo7SGz8YOsLVSjiQoaA0VDA7tQC2G4IwjgtiwYQOGDRuGtm3b4scff7Svv+eee7B7924UFxd7Vagldt4CeMb1jz/+8Oj527dvx8KFC3HgwAG/a2QdA6fJkydj+vTpfn3NYHD55Zdj3759WLx4Mfr161fvfgMHDsTy5ctx9913Iysry+vXs1qt+Oijj5x0tB988AGWL1+Oq666yqV22N9s27YNx48fR1VVtX2dKgC/Ahd1zsQTV3QDwLO8C7edwR1fbsXQl1bgqw0nYCatK0G4xcZjpfblQW0paA1LBEF4XBCEbYIgbBEE4U1BEMLPv0YuDwBI1xoAEhISsHbtWgDA119/7bS9Kc4Ct99+O2bNmoX8/Hw8+OCDHj33q6++wqRJk9C1a1dMnjzZ6zEAvFDs2muvxf79+xXr6+rq0L17d9x2221NOr7IkiVLMGPGDFx//fU+OZ4/0Ol0GDdunN9fx2KxYMaMGbj99tsxZcoURVHf3r17AXAZwoQJE/w+Fjmffvop+vXrh7Zt2+Ld996zr/enplXObUPz8MS4rmiRGGVfV1JjxJM/7cEVb/2NDfklARkHQYQzm2VB68C2aUEcSXAI+6BVEIRbANwIYAiAgQB6AHgsqIPyFMYc5AEgB4EA0L17d/Tt2xcjRoywZ0Z9hU6nw2OPPYa2bdt6/Nx9+/YBALp164Y333zT6zEUFxdj9OjRWLBgAf766y/Ftm+++Qb79u3DZ599hi1btnj9GiLPPPMM5s6diwULFti1sYHAbDbj9OnTsFhcTzPX1QXeZik/Px8LFiwAwBsZyOUhixcvxvfff4/169ejW7duAR1X7969ER0dbVvuY1/va8ur+hAEAf8c0Q7rH70YP84cgikX5tpN0Q+er8INH27AEz/uRlUdnfsIwhWMMXumNT0+CnlpsUEeUeAJ+6AVwH0APmOM1THGrADmALhHCNSZ2BeY6wCrw4maMq0BYe3atVi1ahWmT5+OHTt24M4773TbGslfPPXUU3jjjTfw888/o2XLlvb1dXV1Hukg9+7di507dwIAVqxYoZAaiMVImZmZOHfuXJPHLAb9aWlpOHjwYJOP5w4VFRVo0aIFWrdujbS0NEW1f3l5Of75z3/i+uuvx+HDhz0+NmMMmzdvxt13342TJ0969NyOHTti6dKlyMrKwm+//YY+ffootl977bXIzs72eEzu8tVXX2HmzJlOWfoLLrgAH374If73v//hotEX29cHupmOSiWgb24KXpjYE0sfGI6RnTLs2+ZtPInL/reamhEQhAtOl+lRUMEvxAe1TQ3YBWdIwRgL6A3AFADl4IFmQ/uNArAGQCGAAgAfA0hz2EcHwAzgMtm6rgAYgHZejG0wALZu3ToWUCrPMfZ0ovJWcjSwY4hw9u/fzzIyMhgAduWVVzK9Xu/T41utVmY0Gpt0jDvuuIMlJSWxwYMHs/Pnz7v1nPnz57Nu3bqxEydOKNaXlpaypUuXssrKyiaNSeTMmTNszZo1zGw2N+k4VqvV5Xq9Xs8OHTrktL5Xr14MAOvRo4di/Zw5c5jtPMA0Gg3766+/PBrHl19+aX/+888/79FzRWpra93az2QysRdeeIEVFxe7fewff/yRPfroo+zee+912nbVVVfZx17f/+/TP+9hbR5ZxNo8sogdL652+3X9gdVqZb/sOMP6PveHfUxtHlnEHvxuByurMQR1bAQRSizYesr+/fhs7bFgD6dJrFu3TjxPDWYexGkBy7QKgpAuCMIPAF4EkNTIvmMALAewCEAWgF4AugNYLQhCvGzXdABq8CBYpMx2H7qmkY446lkBkgcEmPLychiNPLvNGPNZW8/i4mI8//zz6NSpU71WS+vWrcPIkSOxZs2aBo+1b98+VFRUYMuWLUhNVQrw8/PzMW/ePCd/1euuuw47duxAbm6uYn1KSgouvfRSn1lV5eTkYNiwYV6/b2VlZZgxY4ZTVhIAvv/+e6SmpuLKK6902jZ16lRMnDjRSUs7Y8YMDB06FJmZmfjmm28wYsQIj8ZzxRVXICqKay8XLVrU6P4FBQVO6+Qtb+ujvLwc48ePx5NPPonJkye7neV/8skn8dJLL+Hzzz93yr537NgRALcuO3HihMvnWwPoHtAYgiDgyt45WPavEbiqd459/YJtpzH85ZV4ftE+nCypbeAIBBEZbJLpWSPROQAIrDzgCwBHAVza0E6CIGgAfABgK2PsZcaYlTFWBOAOAN0A/Fu+u78GG1AcnQMAwEzuAYHkwgsvxMqVKzF58mTMnz8fWq1vvO8MBgOeeeYZHDlyBJ999plTgMEYw2OPPYbVq1djxIgR+Pvvv+s9Vq9evdCnTx/06dMHGo1Gse2VV17BlClT8H//939Oz/PV3+IvLBYLhg4dirlz52LXrl0oLy9XbF+2bBn0ej0OHjzoNFX/4IMP4scff8STTz6pWK9SqTBv3jzs378f1157rcfTaCkpKXjxxRexcOFCrF69usF9ly9fjvbt2+Pxxx/32O3BYrHgyJEjAIDq6mrF8/V6PZYvX4533nnH6XmiA0JVVRVKSpQFTPfeey/27duH2tpa9OjRw/XryoxaQ2WGMS0+Cm/d2Bcf/aM/MhP4BUOVwYy5fx/DyNdW4vo56/HF+uMorKJ2sERksuk4D1oTozXonBXa3tj+IpBB6+2MsUcANBaNXQygHYAf5SsZY7sAHAEwXaZXLQJgAZAs2zXFdh/aPSXlUKY1JOjbty++++47tzJk7tKyZUuMGTMGWq0WI0eOdMqkVVRI//cDBw7E0KFD6z3WO++8g+3btzt1dKqoqMBXX30FgAc+ocCqVavwwAMPuKXBVavVePjhhwEA6enpTu1gV61ahZ49e+Khhx7yKPhs06aNU0baEx566CFcffXV0Ol09e5TVlaGSZMmQa/XY/bs2fjkk088eo20tDT8/PPPSEhIwEsvvWTP7gI8WzxmzBg89NBDKCoqUjzvgQcewOrVq1FRUYH09HTFtjZt2qBr166KYzkiby4Q7EyrI2O6tcCyB0firlHtkRTDL7gY41Y///l5LwbN+hOT56zHZ2uP4Wx58+taRhCuKKoyIL+IN7vpn5dqL2KMNDSN7+IbGGOn3dxVnMfb5WLbTgCTALQHcIQxZhQEYRu4Y8BS2z49wQPWY00YbmBxGbRSIVZz4ZVXXkFcXJzd3F5OcnIy/vrrLyxcuBCtWrVyKyhz3MdgMOCNN95AdHQ0kpIaVN4EhJdeegmPPcYNPHQ6HV555RX7NsYY1q1bh+joaIVf6rRp01BRUYFbb70VKSkpiuMFqrCrMRhjKCsrUwTCKSkp+OKLL3Dttddi2rRpXlmIde/eHVu3brVP64uIWVKj0YjvvvsO99xzj31b3759vfwrOPKLiVD88UuK0eKRsV1w7+gO+HH7GSzYetreBYgxPk266Vgpnvl1Hzq3SMDIzhkYmJeKfm1SkBJX/0UGQYQr62WWcAMj0J9VJGBBqwd0st07i8SAs7b7juBZVwB4C8AjgiC8C8AI4HYA77BGUjyCILQG4NiA3vVcmr9xJQ+goLXZ0KtXrwa3C4KASZMmeX38zMxMzJgxw+vn+5pBgwZBEAQwxpymp/v27YudO3diwoQJ+Omnn+zrBUHAv/71rwCP1DM+++wz3HbbbWjVqhVOnTplXz9hwgRs2LABffv2hcpLp37HgBXgLXIffPBBjBs3DqNHj/Z63K6Qa1pDLNGqIFanwc2D2uDmQW1wtlyPJXvO4bfdBdh6osy+z8HzVTh4vgofrs4HAHRqEY/hHTMwvGM6BrdPQ5Qm/Gy7CcKRn7efsS8P65DewJ7Nm1AMWsVUkSvlvbguWVzBGPtKEIQ2ANYBsNruZ7vxOtMBPO39MH2Io0crQPKAZsyKFSuwYsUKjB07FsOGDQv2cHzORRddhO+//x6///47brnlFsU2sVDrt99+Q0lJib31bajz+eef27OorrLZDXXZ8pZBgwZh0KBBPj8uAMgbUIWaPKA+cpJjMH1YW0wf1hYFFXr8sfc8/jpYiPX5JagzSX/QofPVOHS+GnP/PobUOB2u69cKNw7MRV56XBBHTxDeU1hVh78OcYlQl6wEdM9JDPKIgkcoBq0ibhtSMsZeBHcl8IS5kCQFIj0AfOjhcZqExcpw9ORpe3pZ2uCbTOvpslpsyC/FqM4ZSI+vX+NGBAaDwYCVK1fixRdfhMViaZZBKwBMmjTJZfa4b9++6Ny5M6ZMmYLExPA58U6YMAHPPvssdu3ahdatWwd7OE2GhZB7gDdkJ8Vg6pA8TB2ShzqTBdtPlmPbyTJsPl6Kjfml0Jt4s4nSGiPmrM7HnNX5GNohDTcNbIMx3VpAp2kOFuVEpPDz9rP24slr+7knI2uuhGLQKgo8XV0Wxzrs4zWMsVMATsnXBeOD8MLifWiz9xg6Of5P+CBotVoZpny8EcdLahGrU2PG8Hb45/C2SIgO7Wry5orVasXgwYOxfft2AMCmTZuCPKLA8/HHHwd7CF6RnJyM//znP8Eehs+QywMC1cbVX0Rr1RjcPg2D2/OsvcFswdYTZViy+xx+2n4GVQbeRnftkRKsPVKC+CgNLmyXhuEd09GrVRI6ZyUgVheKP4UEwS8wf9jKS4LUKgET+rRs5BnNm1D8ph6y3WcD2O6wTTTx87zFTQhSVGXAvI0nMVtwoYTwQdB64FwVjtv8DWuNFrz152HM33wKC2YOQctk31XIE+6hUqnw5ZdfYtWqVejatatfppQJwh3k7gGCCry6KcyDV5EojRpD2qdjSPt0PDauCxbtLMC8TSex81Q5AKDaYMby/eexfD93qRAEoFVKDFomxyAnKQY5yeItGi2TY5CdHIP4qFD8qSQigT1nKnHwfBUA4KLOGchIiOwZ01D8Jq4G8Dh4Q4HfHLb1AnAGUhFWWPPF+uMwmq1I1LqwbfFB0Pr3EckmRxD479K5yjq8sewQXr2ud5OPT3hO9+7d0b1792APg4hwLPJMa20xMPdqICoemPoroG0+F7SxOg0mD2iNyQNaY+/ZCvyw9TRWHSqyWwcB/Lx4qlSPU6X122elxunQNj3OfmuXHod2GfFolxEHrZqkBoT/+GGrNCF8bT/H2vHIIxSD1j/B7aquBvCSuFIQhF7grgHPN+YMEA7UGMz4Yj3vVpMo8BPo0tgYrI6NwZ3llWjtg6B1zeFi+/Jv9w3HbZ9tRkFFHRZuP4N7R3dEblpsA88mCKK5Ij+Fag4vAYr28weH/wC6TQjSqPxL95wkdM/hRXRnyvXYfKwU+wsqsa+gEidKalFQoYfJ4vqnpbTGiNIao8K1AAB0ahU6ZMaja3YiumYnoFt2IrpmJ5LtFuETCqv47zUApMRqMbpL+DT69BchF7QyxsyCINwJ4DdBEB4B8CqAVPAuWftsj32GIAg6AKLIM9qXx26I+VtOoULPHQISoMfC+Dg8ncE1Wce1WnxlNjap3VedyWJv+dYlKwFdsxNx16j2+M/Pe2GxMrz31xG8NKlhKyZvMVmsqNCbqPCLIEIUeeMulUFWIlB+ynnnZkjL5Bi07NsSE/tK+kCrlaG4xoCz5XU4W67H2XI9zpTrcaZMj5OltThWXAODWdnxzGixYp8t8JWTlRiNrtkJtmCW39qmx4WkJy4RmjDG8NiC3aiq45rsyQNaUwEhAhi0CoJwE4D/AhBN864XBGEsgBLGmGK+lDH2hyAIlwB4AcBD4F2vfgPwCGOsysdDexwBtr4yW6yY+zfvfaBRCTiQbMKzMsPyXdFR2Fh9HBc24TW2niizn2BFT7fJ/Vvj3ZVHcL7SgB+2nsbdF3VA6wNzgeN/A5e+CKR3aMIrcqxWhlvmbsSG/FK8dE1P3DAwt/EnEQQRUOTyAJVJNi1eecbF3pGBSiUgMyEamQnR6NM62Wm71cpQUFmHY0U1yC+uxuHz1dhfUIkD56pQbSv2EjlXWYdzlXVYeVCSaEVrVejUIgGtU2PRKjkGLRKjkRqnc7pFa8lXlgC+33Iafx4oBADkpcXi/oudvZwjkUB2xPoawNce7P8XgED4Ac2ClL0dCGCFv1/w2+17cc68EbqMs8jJLMPzFjWsDkUQ7xVtQauyWrRK8W4KXy4NGNaRB63RWjXuGtkez/y6D2Yrw2+LF+KOo7ae7XHpwIR3vfuDZBw8X4UN+TzD+8rSg5jQpyVidHQSJohQQi4PEEySvhMVkZFp9QaVSuAZ2uQY+zkV4MHs6TI99hVUYr/ttq+gEqfLlBrZOpMVu05XYNfphs1vUuN0yE6KRnYSLwbLSY5BdhK/T4+PQoxWjWitCtFaNaI0qoi2P2qunCypxXOL9gEAVALw+uTe5HBhI+LfBcaYEbyTFgRBqAvEa56s3YGYVjx+L7HCXrU7pawWO2PU2B0dhe3G8xj51mf4z5hxmDokz+PXEIuwdGoVBrWVDNxvGJiLd/86iqKqOvQ7/BZO69TYGh2N5KKdyCo9iHZJ7aBVu2+JVWfzQxSzA+uOSq3mSmuM+GHbadxyYRuPx08QhP9QuAeYZO4lFaGTaa0z1+Fk1UmcqjyFalM1BucMRmZsZrCH5YRKJSA3LRa5abEY2yPLvr6yzoQDBVX2QHZ/QSWOFFajxmhp8HiifnbvWRdNZxwQBCBaIwWxMVo1omxBLQ9upW3RWjWiNWrE6FS256gRrVMjWiM9Ny5Kg4RoDeKjNIiP5svUUSywLN17Do8s2GXP3v9zRDv0axO5bVsdifigNRhM6jEQ3xyTHrc0mXFdVRVGlsVjYHw57ovOAABEZS7GrI078fWJGtze72pM6uReq0/5Ca9fmxRFpjNaq8atQ/Kwedl3OJdwCrdn5MAkCAAqgF+vRUZMBmYNn4ULsxsXJ5yrqMPV761FjcGMhTOHokNmPNbLglYA+HhNPm4amOu2lstiZfjPz3tQUm3Eq9f1snvK6o0WnCitQecWCZRZIIgmYq0v0xpEeQBjDOdrz2PNmTX488Sf2HhuI8xWadpdI2gwps0YXNXhKnRM7ojM2Ex7u2AGBpUQOno/xhiYUIvEpELkqgugSz2HzLwC9NCXQG8yodpgRJSQjOyo7khCZ9TU6VBWa0RhpQFnK+pQUKFHeW3jXREZA/Qmi62Zgn+6KOrUKsTbAtkE2X2sToO4KDW/16kRG2W7t62P0Skf29dr1XQOd8BqZdhyogzfbjppL7wCgF6tkvDgGKfWQxENBa1BoF1SOzw68FF0Te2KTuo4xL8zEACwGdkYWVuAjkYjDut0UMeehDr2JM4agWfW78Tekv14bNAj0KqkTChjDFWmKlisFjAwVBgqsGDXTmiStsNSl41hHTsDAI6WH8V7O95Dsb4YHRN7oEWLb/FYsnP/4iJ9Ee5Ydgfu7nM3pveYDrWq/qvsz9YdR0EFT07P/fsYXpjYAxuPKYPWEyW1+GPvOVzeM9ut92bZvnOYt/EkAKBHy0TcM7ojrFaGyXPWY/eZCjx8aSfcM5q0PQTRFMTuOioBgFEWtFafB8wGQOO/IkrGGAprC3Gi8gSOVx7HicoTOFpxFPtL9qO0rrTe55mZGUuOL8GS40sAADGaGKgEFerMdbAwC2I1sYjXxiNOF4d4bTy/6eIRp40DYwxF+iIU6YtgctEiW6fWIV4bj0RdIuJ18UjQJSBGEwMrs8JsNcNsNcPCLPZ7k9UEi5U/NjMzak21qDZVo8pYhWpTNWqMNTAzs9PrOLMAKkGFLqldMCh3EMZk9kF6TDqSonKhN5lxsqwcp8vLUFBVgXNVFag2GGC16GCxamAxa2Eya2Eyq2E0MRjMDAYTbPd82WQBGBMAqACmAiBI93AvyDdarCitqUNpnR5CdS0EdS0EdY3tXn6TrVMZ7M+3mlJhqW0PS017WPStIQhqxGqdg9zGguBYnQaxOuk+Rsczx9E6KascDvZjVivD2Ypa7Dh7ClvPHMW+ouM4XHIW1UY9IFigS9PCakzD5V164NnL+3iU6bYyK2pMNag2VqPWXAutSgudWodYbSwStM0j4UNBaxDQqrW4uevN/MH5ffb1pSwRKgAzyyrwrxYZTs/7/tB32F+yD60TW6HSUIlzNedwquoMjFZnVUO0LUb8u3ojzNv64PO9n8Nk5SfrbYXbgGRp339UVCLHbMaWzhdjefF2WJkVb29/Gx/s/ACtE1ojNzEXLWJa4dT5WAxq2RfT+g+F2Sp16QCAxbvO4poLWqKqzgBBrUf3VrHYc4IBUOPd1btQF70BO4t2YlTrURjVelS9783y/YX25T8PFOKe0R2x+0wFdp/hOrAftp6moJUgmoiYaFUJgiJo3RIdhTlLp2NMh6twXafrIAgCrMyKjQUbUVZXZg8CxYDQZDHhbPVZnKk5g7PVZ3G2+iwqjBXIjstGbkIu9GY99pfux9HyozBajPaLbL25fk9UkS6pXdCvRT/kJuTCYDHg+0Pf41SVpLl1PEatuRa15lqg8UOHFFZmxb6SfdhXsg/Y6+GT1babi2uMKNerFaiggiCoIUBlu/FgVoDKHuxamAkW1ACCd06TKl05NHH5QMYyMKsOltq2MNXloIJpUMFUgNkIwaqHYDACVQIYU0MKrlUuGrrXH3gJggCtSgW1SgWNWoBGpeI3tQoalcBvahW0ar6PVi1Ao1JDa1vPt/H91LZ7jQrQqAWoVbwjlUYFMPGf7YvEwGBlVjDGYGEMepMZeqMZNQYzak1m1BiMKDdUospYCQMrAzTlEFSyi5ok5/+rv6qBkd8DGTEZaJXQCrGaWERrosEYg8FigN6sR52lDgazAbXmWlQbq1FtqgZzfsMAABqVBilRKUiJtt2iUhCnjUOMJgax2ljEamLt91e0uwIaVWiGh6E5qgASLMsrOwZJt5SckQOUApfU6vF+fB8U9boGptpsPP/7OrCMryGoDdhTsht7Sna7ffg9pVuwp3SLy21axjD6fCv8W88zmzdlXYzv21+JWZtmw8JMMFlNyK/IR35Fvv056yqAz4+2QIf4vqhOKERMMr+ytmhqMOMvPRK6cn3cCQAJXVSwmhNwXFOF/6zjTgYLDi/ARa0vwuODHkdpRSz+9d0O5GZacWGvY9h6fjP+LjmPmNYMzBKLPZUdcKAoF0v3VgEwAwLD8ZIanCqtRU5yFMoMZSirK0OcNg4p0SkoqyvDylMrsaFgA2LUMRiUPQgDswciOy7b/gU0WU0o1ZfibM1ZnK46jRJ9CWK1sYjTxiFBl8AzNeKyLh5xmrgGs80EEY5YGQMEI9TR5fagtVIl4KHMdJQW78SG4p3YWbQT/+j2D7y48UVsL3RsTuh72iS2QbfUbuiZ0ROjWo9C64TWiu1Tu0/FhrMbsLt4N45XHsepqlNQCSp7xrXWVIsqUxVqjDWoNvEfcCuTLKpUggpp0WmI1vDTvLwYzWAxoNpU7VYw7QqdSmfP0IoBfUpUCrLjspEVl2W/z4jNgFalhSAIOFp+FBsLNmLTuU3YUbjDnlQIJFZYAWZteCcPknMaQYtYTRK0QjQYE2BhFlSaC+yBlKAyQhN/EJr4g00YdeNYbDdDQxuDgdajtxMA7DMETcVsNbt9rPHtxjf59fyF0Ax8+puEIAjPwMHyat26dRg8eHBgBnDoD+Dr6/jy8IeBNa/x5T5TgIm8mn9/QSVu+eJn1KZ8CnWU9IGzmhPAjCmwmpMBK786ZUwHqzEVcZp4tGu3C4crDgAAotRRuKfPPbiu83XY/enFOFB9Gt3q1Hi+6mH8GsUdBPI7TcfdRVfjYOkBaFM2QBVViLi4chhYuc//bLWgAcxJMBpjoYo+A0Fo5MQpQyPoYIVZ8YPUGAm6BKgEFSoMDVfuuiJWE8t/kLQ8kI3XxSMtOg1pMWlIj07n9zHpiNZEQwUV19YJsC8LggC1oEZSVBJSolJCKgg2W80o1hfjeOVxHC0/ivzyfJyvPY8ifRGqjFVI0iUhNSYV2XHZ6JTSCZ1SOiEvMQ9JUUnNYqrJyqwwWozQqrQB+X9hjNl1mp4UPPqa8R/NxTHVx1BpqjHRrMWzp47ipdQUfJOU4JfXy4rL4t9BqBCliUJuQi7aJLZBXmIe8pLykJuQi1itb5udMMagN+tRY6qBlVmRFpPWaPbIZDWh2sin+fVmPdSCGmqVGhqVBhpBA41K4/zYtk9TqDPXYXvhduRX5KPCUIFyQzkECIjTxtmzX3FafgFdZ65DnbkOerMeerMeBosBVmaFhVmU91aL6/Xye6u10X20Ki2So5KVt2h+nxSVhOSoZKREpSApKgkxmhin80KFoQJbzm/BpoJN2FiwEUcrjjbpvQprmAYaloB4TSYyo7PRJqkVerZoiy7prRGjjYFWpUWlsRInK0/iRNUJfl95Audrz6POXGcP/lWCCtHqaERrou334kWT+DsVq4mF2Wq2X5CV1ZWhtK4UZXVlKDeUw8JcR+5R6ihsmeI60eVL1q9fjyFDhgDAEMbYenefF/GZVgTB8kpBnSyIipNJAmQdsbpmJ+Kn2yfhn1+0wYGTp8CsOsAaDUCF/m1S0C47DvO3SFP1KgF4b/ogDG6fhjVn1mBn0U5c2e5K5CXlAQAurCzDhdVVKIxph2NMqnY9sn8H9psuBpADw7lrANhm2lQGqLQlUEWdt10lH4CgliQJgjUGFnMMmCUOzBKLBG0SxnZviXM155BffhpFFRroy7rAakpFdObvEHQlsDAzoC6BOkapgWWMa5IaCmLNzPNuYVVG7+19xWnHQhQ2vnMjiMGrVqWFVqUFA4PJwrPa4s3CLNAI0o+jWlBDI2ikKSjHe1shirisElTQqXV2PZN4r1PpoFPrYLaaUWuuRZWxCsX64npPXgBwCq4tkOK18ciMzZR+tAU1VCqVfVktqKESVFCrpGWNSgOVwAN5jaCxb1cJ4rSk83sVpY6CTq1DlDoK0Zpol0GH/LlWZoXRaoTBYoDJYoLRYkSdpc6uNaw2VqPKVMUfG6tRY6pR/BDEaeOQGp3qNI2WEp2C1OhUJEclIzU6FYm6RFjBf9T1Jj3KDeX2YKPCWIEKQ4X9cXldOUrrSlFuKEedpc5+sRWljkKCLgGp0anIiM1AZkym/T4pWvqMiDeNSuP0fw7w4MwK2ToG5WPb+yI+3lW0Cye0n0Blm+79SWNCTWY6/ozl7VuTVFEQtDEoN5Tb39duad1wQ+cboDfr7VnMmvKTECwGtMwegJyElmgZ3xI58TlI0CagoKYAJ6tOQqvSonNKZyRHJ9f7GfMXgiDwgM+DYFir0tr/3wNJtCYag3MGY3BOgJIlASQpKgkX516Mi3MvBgAU64txruYcLMwCi9WCaE20XUPMp9ct9oDaUResmPp2yLc5Ttcr7m3rDWYLDCYrDGYL6swW1JksMJgtMJqtqDNZYLRYoTeZYTQz234MBrMVBpMVdSZm24/fDGYrzBbYJQdqlQoaQQWtRoW0uChkxEcjPT4K6QnRyIiPRtfMTGQnJbn1nrn6HDDGYLQaIUCwZ+u9hTGGalM1ak219t+3WlMt9Ga9S813KBHxQWswLK8UyDN/cbLCKIc2rq1SYrH43uE4UVqLgnI9zlfVIS8tDn1aJ0MQBPRqlYynf+Hdrh4f1xVDbA0FRrQagRGtRkgHslqBGp6tjU/LQXVZLApZMjKFcrQTCgAAwzum49LuWXht6UHetcsahUR1G7x57UTM/Gorqs8aIWjLAGsUnr6iH2oMAl5dKk33XD8kD88MlfpFVOhNeOLH3Vi0qwDV1V0Ql7EOLOYQBE05BE0FrKZUmMr7I8YwEFU10dCpBSQllaOc7YE6Nh+CYAGDCmACBJUZGo0Zg9u2QJwmBaeKBGSnCFBruSxhcPZgjGw9EnXmOmwo4FOJpXWlqDBUwMIsSItOQ2p0KrLjs9EqvhUyYjNQZ65DjanGKbCpMdagylRl1wqJ26pN1V7/d1uYpcFiExEzzE2awqo11za+UwMkRSUhQZuACmOFy4C/2lSN6grv34dQxMqsqDLygPYETvj99QwWAwx6A4r1xThUdsjvr6fA9nvHmABBYFgWJwV2D8a0w8DL/ovH1jyGoxVHMb3HdEztPlV5wVB6DHhnAGA1ATdNBPIuUxw+NzEXuYnUWIRwJj0mHekxzkXARMMIgoAotW8KJAVB4FlZnX9mVvxJxAetQadO5sXXQNAKcD/AtulxaJse57RtyoVtcFGXTJTVGNGjZQNXc/oywJZZi03JxjNXdkPxqlxkGsvRVl2IH24fgP7tuBfiRZ0z8Mwve1FQUYdZV/dE79bJePiyznj2131gpnREa1W4um8eqg1mRdB6Ybs0xUsmxWjx1g19EaNV4/utp1FTOBLASADAJV0zsTyfZzDF67vB7dPROrU1vtqQBFPZUP63C8DFXVtg2b7zAIB/XjYY//5+J46X1CInKRprHx3tdOWZl5SHG3BD/e+Fl5itZpQbylGsL7bfSvQlMFp5oYmYBRWXreBTdWV1ZSjSF6HCUGHPqgoQoFXzTJpOpYNWrYUKKnu2wWK12LOvYkZSEARbAYXDsm2blVl5ltFqhNFihMnKM47iY41KYxfdt4htgay4LLSMb4kOyR3QPrk9Wsa3hE4t9U43WUw4UXkCB8sO4lDZIZyuOo0z1WdQUlcCq9UqjdU2XnFaUZxiDCViNDGKKbQEXQKi1dH296jKWIUyA59G81bf6EiCLgFp0WlIjkpGjCYGUbbKfHEauqSuBCX6knoLKPyBwLSoLZiAGFUi1C3mwmL77vSqM2Ci2gpVQit8Oe5LWJnVtZVU/l88YAWAU5uATpc570MQBOFjKGgNNnJ5QKws2HMRtDaG2K2lQWpkU9xxmbh1aFugpC+wbRfUzIz+SVUAeNDaKiUWH08doHj6PwbnYcWBQqw5XIxpQ9siKUaLpBgtLmyXig35pVCrBFzYztkIWaUS8NKkXtCbLFi0i2d0e7dKwgdT+uHSN1Yjv0iqYL64ayZapcTgqw0n7ev6t0nFhD459qD1/m+246zNbutsRR1KaoxIj/efTY8cjUoTUdkCrVqLDikd0CGlA67AFR49Vwzc5UGs2WqW1lnrD2zNzAyjhU/1i/eOxSqOmny5NEKUFujUOnuQ6klFbJ25DuWGcrsOTJziL6srQ5Wxyi5tiFZHK/R9SVFJ9luiLtGt1zRZTSjRl6CotgiFtYWoNlVLkhGbfMRsNds10gCXRcgvZMS/3+Vj2zpBEKARNPh4mQZ7K1TQxKjxfFEJnsxIg44xPFlSCpXlrOL9dMlZWWFW9Tm331OCIIimQEFrsJG5ByAqEVDreMDqRdDqFtWyoDXe1l0mXWYhVXIESGtf79PVKgGf3joAp8v0yE2VphSfuao7Xl5yAGO6ZSE5Vlfvc/93fR+kxelwtKgGL0zsAY1ahWlD2+Kpn/bY9xvdJRNpcVGI0qhgMPOA5tLuLTC0fToEgdv1iAGryPHiGnvQeqZcj4RoDRKjg1foQnDEIjQ1Qqf4zF2iNdHI0mQhKy6r8Z2biFalRVZcYF4LAD5d+jeACsQIJoyvqUVfgwEaBrSwWIDK040+XxG0VlHQCgDY8Q2w4V2g2wRgyH1+9boliEgl9J14mzsGmS4wKoEHrQDgLzF0jczuQgxa02RBa/HhRg+hUauQlx4HlazLVZesRHw6bSBuGtSwjk2rVuHZCT3w1YxByLPJHCZd0BLJsTzA7J6TiFYpsYjRqTG0g5TJHNOtBVLidOiR41r6cKyYZ2rXHS3G0JdW4KJX/0KNwR1zb4KIPMSOWPECNwVqabbwgBXgsz+GBgoXTXVAoeQvjarzvhvYhg+AJY8oGx6EA1YrsPQx4NxuYMULwPtDgWOrgz0qgmh2UNAabOS6OW0sINrgBCLTGicGrR2kdSVH/PO6DRCr02Du1AG4cWBr/HdyH/v6hy7thH5tUvDQmE5ok8YD3OEdpUBWLgc4XsJ/5BbbpAclNUZ7QwKCIJRYbYqM2PpqTysaaOd6fi8ga6/qM3lAwU7g90eAjR8AG973zTEDRdF+Xi8gUnIY+Pwq4MBvwRsTQTRDIj5oFQRBJwhCnCAIcQhGcwGT7EdDEwWI1YF+C1plWZF4m8VWShtA1N0FIWgFgH5tUjD7ml7onCVVM3bPScKCu4bg3oulTPB1/VsjTqdGerwO797U177+eAmvlj94TsoQudO72y2MtcAv9wIrXgQslL0lwh97plVuvy6vTG5IInB2m/JxTbFvvhenNknL+X81/XiB5MQ6aTmlrW2BAYsfVNYtRALlJ5XyEYLwIREftAJ4HEC17RZYj1YAMNuCVk00IAiSPMDsp6BVLg8QM61qrXSidUMeEEzapsdhy5NjsPLhURjYNhWJ0TzYPl5cA8aYImit0PvoPdz2Bb+tfgVY87pvjkkQQUQMWhWZVvmMS0VDQesOhxVMWeDpLQU7peVTm5QX9KHOSZk3+i0Lgd438uWqAi4XaO4wBhxfC3xzE/BGL+DDUcBv/5ZS+gThIyho5c0F4m230QF/dXnQCgRYHiCrfheLsarPNaxnCwFidGokRHNzZdH+63hxDU6X6VEl07H6LNNatF9aXvUycNr/3UIIwp9YbaYLsYIs05rRSVpuSB7gKovmi2IsedBqMQCnN9W/byjBGHDCFrTGZ/EEwKUvAjE2F5VNHzX/c8bKWcBn44CDi2F3/d/0IbDoAQpcCZ8S8UErY8zIGKthjNUACPylvckxaPV3IZYtaI1JlQJkQOkYECSJgDeIxVw1RgvWHilWbCvX++g9LJMZzTMLsPCfygI6gggzxExrnFwekN5ZWq6sJ2g11iov4kSqm1iMZTYAhQ7HPbamaccMFOUngSqbTVibwXzGLC4NuOxF2w4M+PEOoDh8zqseYTEDmz+SHqd3kqQm2z4HfrkHsDahUwpByIj4oDXoiIVY2kBlWm3ygPgWyvUpedJyQ1mWECMvTWq0sGSPMtvjs0xr2XHl49J8YPkzvjk2QQQBq9WFPCC1naRtr3Ddvhfn9wCir25yG2l9UzOthfukZgUix8MkaJVLA3KHSMu9bwTa2roRlhwB5ozgtliesOUT4I2eXJ4UqpzaKBWh9b4RuHsTcNN3gMbmGb5jHg/aqR6A8AEUtAYbsy3TIX7B7ZlWPwStjEmaVrEISyQhR1quKvD9a/sJeXewdUeVmVafaFqtFukHvEUPacpvzw/8/SSIMMQuD5BPLkUlSOeBkxuAj8cASx5VVsXLpQGdL5eWm5pplUsDRE5v4ZndUEdehNVG1jNeEIBrPgJa2Rq0mGqAn+503xmh6CDXhZafBP54MnSDvoMyh4Qek/jf3f4iYMoPgNZ2ft79PbBwhv9mEImIgYLWYGOyZVpFI2rx3h9fbn2ZlM0Qi7BEEmSm5mFkFp4nC1pNFmUQWVbjg/ew8oxk75PTR8qc6MuA2pKmH58ggoC9EEsuD9DFAhk2iYDFyDWlG98H1r8n7VNf0NrUc4Y8aO001jZIE8/ihTpipjUqEcjsptyWkAVMWwIMexCAzdd67ZuNT5czBvz+mHTuqasITY0vY1LQqo0D8oZL2/KG8aI0sb/93h+BdwcB699VXggRhAdQ0BpsxEIsrZhpbYI8wGxs2F7FVWMBkYRsaTmMgta2MnmAIz7RtMqlASl50o86wDMhkQhjvLhk4e0NV5mHA1ZrROqTxUmCGHmmVRcPjJ0N9JzMZxVECnZIy2LQGpMCtB4krfdVplUTDfSfLq0PdYlATTFQfIgvtx4EqFx0flNrgUueBvrczB9XFQDHVjV83EO/A0f/dFi3tOnj9TXFh7lcCgA6jJZkbiK5FwL/+AmIsjWFKT0KLH0c+F9PYPcPAR1qs6Bgl7P2O8KgoDXY2DOtDoVYVpNnVZeGKuDtC4BXOwJntrneR/7DEucgD4jLAMQ+42EkD0iK1SIl1nW71opaH8gD5EVYKW15kYFIcYQGratfA357GNj1Hc8ahStmI/DRRcDLbYDDy4M9moBiETWtiqA1jruITPoIuGstkNSarxeDMrNBssTL6skvtKNtwUhTLnQtJuCcrY1zix5AmyGStjbUi7Hkela5NMAVvW+Qlnd+W/9+ZgPPsooItkD48DLPx+dvDi6Wljtf4XqfVv2B6X8A3SZK/6/GKmDBdC5/8Je9Y3PCbAAWPwzMGQ68d6FNLhKZUouID1qD2lzAYubV6IBz0Ao4FyY0xLE1XHtpMQB7FrjeR2535ZhpVWskyUAYZVoBpURAjs8zrcltHILW0Pa09QtbPgVWynwnwznbfGw1zyJazcCa14I9moAiygOi5fIAbaxyJ9EGr+wEdzkpPiydrzK68vt4m6yoKZnWooP8vAVwCU5UPNCyH398dltoZ8LlVla5jQStbYZKFwL7f63/79r+JVB2jC93vQpob3NiLNwLlNdTIBcsDi7h94IK6Hhp/ftldgEmfw48sAcYdJe0ftOHwA/T/DvGcKf8FPDp5UqHhnVv83XlJ4M3riAR8UErgtlcQNHC1cE9APBMIiDP+omZEUdcNRaQI+pawyjTCjhLBDISuC641miBwdxEqxVHeUBaB9i1aeEcsHnD4WW8w4+ccD5pHloiLZ9cL01zRgD2QiwmOwfp4pU72S/QGK9+Lzogbcu0Ba0JNheS6vPe+3HK9azZvfl93jDbQM3A6c3eHTcQyM+1Lbo3vK9KBfSazJdNtTxwdcWu720LAjDmOaDTZdK2w394PVSfU10kdTFrfSG3+WqMxGzg8peAG76WJAMHFoX3ecSflJ0A5o4Bzmzlj6OSpO/p6c3Ax5fwtsoA1/wcWwP88RTw/jDgxRwe3DYzKGgNZnMBRQtXB/cAgKf/KwuAVa8C53Y3fCx51q++YEqRac1w3i7qWvWlkquBSG0pn7LaNb/hcQQBeaZVEICBean2xxVNzbaW2+QB2ljejEEXCySL06YRlmld/ZpkdySeOCtOh6cHI2PAwd+V60Lws+0vXGZadfVkWgEenMm1dJkOmVarmZ83vMFV0Cq3jpJPwYcaYtCakC1JJRqil0wisMuFRKDiNHBqA1/OHQyktlVmMEMpaD38B+yNBORFee7Q5QpguOwCuPBA/ftGKtWFwJcTpSRSVk/gjr+A21cBLXra9jkPfDqOW6J9chnw+Xhg3VvA+d3crWL5s0qJWzMg4oPWoDYXMMuDVptrgCJoNQLLn+bTsfOnNnwseaBaftK1VYy81aKjTyvQsIPA+neADe8BP97JA+kQok2a9GPbJjUW2UmSyqOiqV6tYqY1JY9HxIBkwl5xEjDWNO344YKxVrrab9mP69MALmEJMzkJAJ6dqHQoItv5TcTYmIlBawyznYMElSRREpE3Gyg+rAxaM7rw+wTZecTbGRoxaFVpJdlB64GSxl5uKRVKmI1AqW0aXx7gN0RGJ0n6kL/K2RN770/Scver+X1KG+n9zl8l1UEEm/y/pOWGpAH1IV74AMosPsELqr+aJM3+tBoATPudeymnd+Aa4Q6X2PYtB365V+m0IX53rCbexbEZEfFBa1CRB61aV5lWo5TNK82v/weVMQdJAANKXGQBq+XygAYyrYBzICJOAzFLyJ1g5F6tXbISkSwrzCprStBqqJYkFfLmC3Jdaxh1D2sSpzdJGuu84UByrrStPAyv5OXSgFjbtGbZce5PGgGIzQViIDY3iZMuykQU+u1DUieshGwgJpkvx8svdL3UtYrnrvROgMZ2/otOlKbbT28JzaKT0nxJ4ysP8BvDnm1lwG6H7P7ehfxeUAHdJkjrxaDQrAeO/+3VcH0KY5IDQnyW0lXFXcRAHAi535SgUnSIT/uf28UfZ3QBbprPtd4iuljghm+UnxGAyzRu+h74v2NAYku+buc3zUrKRkFrMJFfMbsqxLKYuCsAAIDVf4VddQ4wVCrXFbnQtdpbuKYotbMiikyrLGvCGO+EI+LYISrIdM5KQOtUHvSP7ZGFpFjpPSxvioOAXGcl7/4j79Hu6n1ujhxfKy3nDXMIWsNQjyZKAwQ1MFaWidjpYceiMEW8/o1iNnmAzkUxY3ympDs8t0vKKsozZPJzRrUXGXdDlSQrSG2r3CZKBMx6180Hgo28jkAe4DdGj0lSFf3Ob6X/jLIT0mxGm6HKLHaHi6VlcZ9gUnRAKr5rN9L5gscdklpLzQdC0cap4gyw9XPg98eBb28GVr/q/yz3/l+Bj0ZLF3JJucCUhUBsqvO+Gh0w6RNg5CNAx8uAG78Fbvsd6HQpv6gc+Qjfj1mBlbP8O+4AQkFrMJHrRh19WsXtRlmFqame7jCurJdcrRMzra6KsID6M62VZ5Rm0GJla4gQpVHj9/tH4M+HRmJi35ZIjpHewyY5CDgWYYkopk0jJGg9YQtaBTX3owznoLW6UBYcDOHTsOJ3Yu+PoTP96kcsdnmA7W91FbQKgjTtXXwIdv1ihixolcuMvJGJyPV28gtDQGkhFYoSAfl3P8ODoDUujQcZAA/+xIB874/SPj2uUT5H/t7IaxOCRb7MZ7bdKO+OoVJJGdqig94X8vmDg0u4heSv9wEb3uXFYiteAD4YBpz0U8OLde8A303hdmAAv2ibsRxIaln/c9Qa4KLHgZvnc12x/OKhz01cTgAA+37iHq/NAApag4ncPaA+TavcFsVYj0WKq2yf43QAY1Km1dHuSqS+TOu5Pcr9QizTCgBxURq0z+DTJymyTGuTNK31Bq0R5tVq0ksV3Nm9+dRtOMsDDi2FPQDrNJaf+HtM4o8NlY0XPTYDRE1rlKhpdSzCEnE17Zspm9ZVZFq9kAfU9x0DlBZSoSjbkBdiepJpBYDe10vLu77j93ZpgBro6jDtKz9n14RC0PqXtNx2pPfHESUCphqpXXaw2f4Vz6zK5XsiJUd4wdP6d333elYrsPQJ4I8npHWD7gKm/qLMtnuKWguMelx63JA3cBhBQWswacw9wGyQrrqA+vtwywMnUYDtGLTWlUsWWq70rED9mdbzDj/iIRi0ypFrWsv1TZEHyBsLyDIdcWmSDjISHAROb5E+O3lD+X1ijjTFGW6ZVnkFttgyVD7lHSo/nn5EtLyKtget8a53dFVgJG9V2tT2z/V9x8Rjp9gkAyfXh1YmDpDOsboE5bnTHTqNldwGdn8P/P2GlHFtN9LZPkoXJ02ly2sTmsq5PTxr6kkBosUszbykdWg4E9gY8gugUNC1bvoI+PluSas8YAZwx2rg3m2yYjPGu3r5oqOXsZY3WVj/Dn8sqIAr/sttwVxJ+Dyl21VSbJG/sunHCwEoaA0mikIsm6ZVIwta68qV+9cnDxBPnoKaVxkCvF2evHhBfqKrL9MamyYFImGWaZWTJJcH+CrT6jh1KWZWSo7wk3hz5oRMz9rG5p+pUgNJrfhyuAWtYnCQ2IpX4gLS3wI4V3Q3QxhjAJiUaXVsLCDiKoMoz75GJciCKW8yrQ3IAwAp26ov9UyKY7XyC8ryU/75fjImXbCmd/Rc06mJkrL7NUXcJQbgQcuQ+1w/Jy7dtn8TM61WK3DgN26V9MFQ4IurgB1fu//8s9ulGgpvpQEicqlJsHWtZ3cAvz8qPb74aWDca3x2Ka09L4a6/BVp+093KbX+nlJ+imdtxQy7OgqY/AUwYHrDz/METZTkeVy4LzydXhygoDWYKCyvXBRi1Tr4HtZnrySezFPbSRW3VrNUOAE42F3VE7SqVFI1sCLT6hC01lU4jy2EUGRafRG0xrdw4WFp+zG3GMNvetxT7NXKAu8lLiJKBMLJq9Wkl4JsefAldioC+N/TzLFYGaJhhEqUSbjStALOQWtSax6oyhGnML3StB6XluWSExG5rtUTv9Yl/wbe6Q+80QN4IQN4ZyBwYHHjz3OXyrN8ShvwXBogIvdsFbnidaD9Ra73F8/bNcXevZ7I748A396ovBj1JGj1lTQAcMi0BlFqZdIDC2/nv5sAcMmz3EdWfjEiCMCgO4AR/+aPLUbg25skc39POLSUt5AWHQJi07kcoOuVTfs7XCH/PB0N/2wrBa3BpDH3AEezbldBq75cynBkdK7fRkQewNZXiAXIumKdk16z5KjzfiGcbY2P0kCt4icbr+UBjElZIFcZIHnA05yLscwGSc+a1VOyOgKkIMNq5j/i4UDJUdj1rPJgQz7FGQFBq5UBcXJb6vrkASl53D9VRH5+EZG3cvXU51a84HN1YQgomwyccDOrVZoPbPlEesysXEL17U3AwjuURaXeIpdkeVKEJaf1QEn+AAAjHwX631b//uJ521CplJZ5grEW2Pal9Fhtq6U4uc592YFodQVByuJ5S1Jr6bNXFMRM67Knpf/TtiPrz3YDwEVPAL1smuS6cuDzK4Hz+9x7ndpS/hn8erJkp5jVC7j9L2VCwJeIbYAB4Ghgm376g4gPWgVB0AmCECcIQhyA6Eaf4Esacw+oLVHu70oeIA+Y0jvVXyS0/xdpufWg+sckBq2GCh6wnt8H+498jMx2I4SDVkEQ7A4CXmdaa4qlQjlHrR2gfJ+9udIOF05vkWYEHH+g5MF8uEgEFN8XmV5TF8et4ADnpgPNDCY6BwgNdMMSUWulCmRAqf0VETOt5jpnSVPDA2n4whDg07KiXvTg7/Xr+uWse1vq3NZ+tCRpAXgXqjkjmz5T1JQiLBFB4NPN6Z24PdGoRxveX97F0FuJQP5f0nntwpnAxU/xZWYFDrqRia6rlEzsc/q4tmLyBEGQ3r9gOQjk/wVsmsOXo5OAie/zWcf6EATgqrclc//aEt6JqrHA9cxW4P2hyk5ovW8EblsqdVn0BxldpO9Q/l+hpw33kIgPWgE8DqDadgvsZUhj7gHuyAPkUyoZnZUZQNFVoLZUusJq0aPhzIBjMZa8CKvzOGk5hINWQJIIeB+0yjXALio4c/oCsE0dhVJrRV+z7XNp2XEqMBxtrxQ2RQ6V8aKutZlnWi22KixlprUeeQCgDO5dBa3ygFPs4CPn8HLgnQHA2jeV66sLZReGea5fWxCAntfxZWOV8xS/sQZY9Qrw/a3c0qe6ENg+j2+Ly+QG7NMWc8N18dxWfgJY9K+mdT9TXPx4Yawv0ulS4J7N3LaoMV2svIDW22Is+fvX/Wqgy3jp8f5fG3/+wSVSUWaHMd6NwRHxM2Wq5V0GA4lJD/z6gPR4/P/cKyzTRAHXzwPa2/xza0uAuZdymYWrz9Wu+cAnlwNVthmphGzgxu+Aqz+o/4LRVwgC0M4mEagpBArDO8lCQSswC0C87Ta6kX19S2PuAW5lWh0MrhOyeTWrfNuBRZJWR2wNWB+O1cDyIqyushNciHm1OpJss72q8NanVf7ex6Y5b49L5wbgAM88hMv0uCdUngX2LODLyblSZkEk3INWxwxZoi1orS1xL6MXpojOAbGQz/Q0ELRm9ZQt93LentZBWnYlJVr7Bn/fV7ygLA5tyDlATp+bpOWdNu0lY8Cu74G3+wMrX+Qep59cBvx4B2Cx/V0X3iUVuHa6FLhzrfR/vO8nyWrKG8RkgUrj3BTBX8hlXd5kWi1m4OBvfDm+BdCyPx+7+P+bv4rLzRpCPB8AUiFZU5FLTgoD7CCw+jXpt6zLeM/+Jm00cMPXUuBqrOLFWfP/IZ0P6yr4BdLCf0qfy87jgJkbgM5jffd3NEYzkghEfNDKGDMyxmoYYzUAvBQKeYkr9wCFptVBe+XKp7XI4UdYEGSGzYd4gcyehdI+jqbVjigyrQWSZ6U6il+tCWr+ONQzrTZ5QLXBDJPFiv8uO4SH5u90P4htLGgFuJ2IyP5FXo40hNk4R7rYGXQX9zOVE85Ba3SSs/Wb3EGgOV6E2BA9WmMFNzOtA2YA3a/hno9ZPZy3y4NWVxZwlTY3BotRed5oyKNVTmZXILsPXz66krs7LH4IWDhDylwB/KJe/EHWJTjrQ+PSgKvfh32GZPHDSvcCTxD/ztR2vrEmcgeFPMCLTOupDVKdROdx0hS46AlrNdk8jOuhthQ4+idfbtFDWUTVFOTZ+0DqWgv38wsqgH9e5M4A7qKNBm78xqaBtX2u9v8CvNmbe72+M1Cprx7xb56hldcGBAK5y0OYF2NFfNAaVBp1D3DItLrK/pTYTp6JLaXexOJJwKznnnPHVvPH2X2U+jRXyDOtlWclvWZmF/4FFbU3vg5ay0/xAgFv+5c7kCRzEPhj73m89edhLNh2Ggu3uTn1Wyur0BWtZhyRV3rKNcPNAUM1sPVTvhyVCFxwi/M+CdlSkU44OChYrUDxEb4sXuDJURRjNV+vVnH2UikPaGCKMi4duO5TYNQjrrfL5QMlR5xfTO4qIA9qG7O7ktPnZvGAwDfXA1vmKrddOFO5f/9prgODtiOAIffwZWMVD349pa5CalnrrZ7VG+SZVm+6YsmlAXJZgLvnsf2/ShexjSU/PMHXmda6Cln783owG4Ff7pP+nouf8t5vVhMFXPo8cOsiyYWEWfkMp/g5iU3jdlajn2xYL+sv4jOkjPqJdWHd9Y+C1mDi0j1AXojloGl1lAdYzFKGSx6MDrpTkhvs/EYySnbnRCPPtO7+XrJ1aWH7wIvVrhWnlVN9TWHvT8B7g4Ff7gHeu9An1jTJMVLwv3i3lI05Verml1X+3teXaU3MAVoN5Msn1vrW9DvY7JjHT/4A0G+qs80R4ODVGgZBa8UpSUPpKtiQ216J2cFmiL2Fq1weUJ97gDvEpklG+SUOmVZDpfK8JZdnlB+XlhuSBwBAz2ulCyRx9kdQc+/Mie8BY2cDE97jfrOJLYHB99R/rNFPSf6gR5YBpzY1/NqOyAOrQAatiq5YHp5rGONBFMCzim2HS9syOgNptguPI3/Wb60olwZ092HQmtRKkqc4XvR4QvlJPjX/Ui7wUhvgo4uBP59ztmJjDPjlXuC07f895wI+m9BU8oYBd2/ktmWp7aX1fW4G7tkCdJtQ/3MDgahrtRg8s48LMShoDSYu3QM8sLyqPCNdKcqn17J68Ks6cSpfpNvExsckz7SKHnIA14TJX4dZmz4lbDEDvz8OfD9V6vylL+XWNIsfblKhhNyr9a+D0gm+qNrgandn5F6IsfVkWgFJIsCsvCp01avAl9f4rz91ILBagA3v8WVBzS+C6sPu1Xom9JssKCq+XXR6UjQYaL7FWKI8IE7hHtCAPKAxBEEKekqOKr+3jgFDiYtMq0rDA82GiE111gBe8TrQ6TLpcd+bgYcPA/fvbLj9pSZKqpoHgJWzGn5tR+S+1aIvdiCQz/h4mmk9v0c6X3ccIxX+Avz/T6xXMOtlvswyqs4Dx9fw5ZwLfKvjFQQgzZZ0KTns3Xl/7Vu82G/fz/wxswBntgBrXueJkL0/SvuueF6q4I9O4sVQKrXzMb1BF8cD4Hu2AFMXAbev4hdVTXVZ8AXNRNdKQWswacw9QKzSFHEMWhvShHW6FJjwjvS41YDGsxkAt/1RRynXDbwD6HqV8+s0RSLAGPDbw8AGWQ/n1jKfus0fNWnKXR601hol4/uiKjdlywpNawMnHPnU2h9PAitf4LoveR/pcOPAYun/tvvVymDOETFoZRalvjAUaaziOzFC5AE2x5sYuTygvo5Y7iLqWk21Sj2wY9BaLMukiUFrUmv3goZ+t0rLQx/gEgBHouLd05h2Hsc7HQG8veUJDzJPcou7Fi40vv4iOln6ffA007r1M2m5yxXO2+VOAEf+dN6+72fpg+OrAiw54uenrsJZFtcYB38Hlj0lye1S8ri/r5iZ15dxd4kPhgNv9OKBLMDfyxu+dnYR8QUqFc9m5/Tx/bG9JXewNKMbxrpWClqDiSv3AHkbV6f9HeQB8qDR1ZVvn5uAaz7mAef4N9wbkyAos63dJvKpN1H/56ugdfPHkmZSFw9c9xkwfSkwQRbEnt7i9eFF9wBHiqrczLSKmlZBzX8s6iMlTyoSkXN2e/jqhtbLLnYG393wvuHk1dqQcwDApTGC7ZTYjFu52jOtvpIHAFI7XEA5xVtfptVikvxw3bmYBrh7xeQvgUlzeYvNpiAIvLBM5C8Psq1i0KrWKYvQ/I0gSMWDngStFWeAbV/w5bgMpXWhSOuBkuvMkeXO2+VOC4050HhDWj2fH0dMev7bIRaMWa08USBy0ZPA3ZuA25YAjxwDBvxT2nZul1LGdPWcpjdHCCe00UAbW7OO83t8Vj8SaChoDSbilaFKI1VmqxsIWj3JtIr0ug64/kvXVb/1IU55t7+Yf7HlWRB5cOxt0Jq/ClhiK+oQVMB1n0snQnmBQBOCYtE9wJHiajc7ZIlX+7GpjQvnL/gHvxfUkpbJaua9rMONU5sl8/A2Q4GWFzS8f6KDr28oIwatKq3rQEmtARJy+HIzlgdY7O4BbjQXcBdF0CGTAFQVKPerLeF68YpTUuauIecAR7pdZdO3+uCnq9NlfKob4MWqJzc0/hzGpKA1o4uzo4a/EYPWhuQB+nJg/XvctxbgFfLirN3Q+13/X6u1QDubD3PpUWUHxaKDfKod4IVs3hYsNUSaTK5TX9BqqgO+uZEXz309Gdhkm40TNc7tLwZG/luatYxKAK54Dbh5AT++Wsc/a21HANd/5dtisnBBLhGQt+MNIwL8jSMUiEGrmLIHGg5aG8q0pvhQYzTmea5jTGzpXGGtyLR64dVq0gM/3CYVh415Hugo8/+MSeY6o7qKJhX3yOUBcir0JhjMFkRpGpmOrBGD1gb0rCL9b+PThIk5PMM631Zpf2qjsnd6OKDIsjZQzCLiaJEWyohBa0M2RUkteQaw4jQPUBozfA9D7JZX7jYXcAdF0CHzanV1IVNyRHkB3phzgL8QBGDEw1xDD/AMY2OtNMtPSvr7QEoDRMRiLH0pz1Y7fo4ZAxbM4AVmKg0w/CFgq61BSGx6w21i24+WirWO/gmk2oqTdnwt7WN3cfAxjWVazUZeZJUvm9Ze8n9K27rR9UiyOl4CdNzSbL/PHiEWYwFc19r7+uCNxUso0xpMxOljRdDagB6rvkxrVKLUgtIXCALXMbr6gkcnSe1cS1x0v2mM8/ukqfduE1xPP4s/Yo15KJYeA5Y+4bLoSe4e4Eij2VbGZJnWepwD5AgCkDuI24G1HiitP7258eeGEmXHJR1xanugkxvm144d1EKV2lJpStVVEZaIqN81633Toz4EsVteKXxamygPkLuXKOQBLi5kig+731jA34gNQgD3ZkYUetYAFmGJyIM0ebGoyOE/eMAK8NmeVS9LpvZD72v44qTDxdLyEVuhjtUiSQN0CUoNvy9Jq+fzA9gC8enAYZskQNRfMytQbZvi7jIeaNmv4deI9IAV4J9Z0Totf2XTusIFCQpag4noHiA6BwCNyAPqybSmtAnsF1LUA5Yc4Sc1T5BbCbUb5XrcYja3rrzhDi1LHuGZwW+ud3pvkhwyrRqV9DqN6lqNNdKJ3tOqz4QsqTjp1MbwOils+VSash08070pWEUHtRDOtMp/CBuyKYqAYiyrK8urphZi6WKlblNylwaXmdbDXCIkktbARYS/iUmWAu6z2xv/voZU0OogEbCYgKUyna7cPSY2Deg/veFjp+RJGc9jq3l28+gK6XvdfWLTM/L1EZMizWo5dlXbs0C6mI5JAaYvc3A0EXgbXKJxBAFob8u2Vp8HCvcFdzxeEPFBqyAIOkEQ4gRBiAMQ3egTfInoHiC3H2lQHiDLtNZVSJZYnmjCfEGG7UffYvBcdyqvLK7P5kaeealPImC1Sl5z+jLJ6sRGQpQGsjgVQztI0/zFjQWt7jQWaAjRu7WmKOQ7hyk4JMtk9L6p4X1F5G4TlSEctIptN4GGg1a5V2szLcayWMVCLDHTKigvnL1FLMYqP8EDHkBmri77Hp3ZJrUTTclTtokNBjl9+X1tceP+vAq7qyDKAwDnYqxNH0kXZ13GA9OWSOfY0U9KzWcaQt6S9PQm7tcs4i9pgIgYMJcc5ed3gCcQ/pDZk93wDa/PuGwW0HMyXzfojuBcQIQrCuur8HMRiPigFcDjAKptt8Cal4nuARovMq3yqfNAB61yuyBXbRsbQv6jkJjjeh+5xq0+iUDJEW5cLiK3dAGgUgl2BwFBAMb1lDKCjXq1utPCtSFaD5KWw0UiUHFGaqGYN8z9whxBkIqxQjnTWihrD9lQ+8kI8GoVk4kxYiGWLs43MzVi0MGsXO8u74aV3kmaljy2StLz95wc/GlbuftHYxIBMdMal6lsqxooFF2xZEFrbSmw6iW+rNLyDk25g4D7tgP372pYyypHLhH4YTqwz5bhTGnbuN63qYifH4tBcpb4+3+SlV7vm6QaAZUamPQR8H/HgLEv+XdczQ15S9dDvwdtGN5CQSswC0C87Ta6kX19i3ji1rpZiGXWS9Px7vbt9gfyTFXxwfr3c4U805pQT9Aq/3vqy7Se3aZ8fGqDMjAB0KkFzywMzEtF+wwpy9CoPKBGHrR6kWltPUA2rjBpMiA3m25/cf37uULUtVadC105hH0aTHDt0Srir1aulWd5RXcIZG8lyyvb+cdXU76OFeB15dI5LiHLtZa412TfvHZTEDOtAJcI1IexllfWA8HL7MXXIw/Y/YPUwe7COyXJgybKM81w3jDpN6j6nFQw2+dm/19cpMm6SJUc4b9xa9/ij3XxwCUubM5iU4N/0RNuJGRJ+t/jf4fEOckTIj5oZYwZGWM1jLEaQF5OGwBcugc0YowtOggEM2jNkAWtRYfq388VYtCqjqpfL+pOpvXMNud1YpWsjf9O7oOnr+yGN27og4wESYLRaNDa1Exrix6SRtDTFpHB4qjMULy9h9duoq7VrJd+OEMN8YImtW3DWWR/tHItPQZ8NBpY+hjw6diGddoBQJQH2N0DmqpnFZFXgBcfVupZXQWtOX0bLooLFNm9pOWCHfXvV3RA0nwHK2iVa1rltlfyjFlDHewaQxfHPXDjW/CL0bSOvGD2wiYc010UDgJHeQtWsbZgxL+V+nmiafS6wbbAgN3zgzoUT4n4oDVoMOY6aFWpnduvyjG6Clp9aHflDkm5kqTB40yrLRBIzKn/ClksZAIaz7SqdZJzws5vFIb+OckxmDa0LbKTYpAeLwWtxY3KA+SaVi+CVrVW8n88vwcwVHt+jEBitUiefUmtPQ8kQt1BoLZU0lZmdmt435gU6bPtC3lAxRngi6sk6UT5SWDRv4KakbbFrJJPa1OdA0QcGwzI5SIJWc4FVz1DIMsKcEcUMWBqqBgr2HpWQCkPEDWthiqpxWqLng13sHOHIfcADx8CHjoA3LuFtwSPSmjaMd1BHrQeWS61Xk3JAy68y/+vH0n0mMQt0QBg53ehO0PmAgpag4VZXrnrUP/lTjGWPWgVlNmhQKBSST9QRYfc/8AzJv2QNdRrXBstBUKuCpksJslQOqunVDRUV877iFvMTk+Ji9IgVscvBvyeaQUk6ytmdZYyhBpnd0j2Tu1Hez7dpghaQ7CVq7xCtrGgVbR7A5RSFm+oLQW+mODcKWzvQmD7l007dhNgdp9WmabVFyS1lgL+s9sdMq3ZyoshQeWfdqDeIupaa0vqv1gJtnMAYJsOt/1si0Hr0ZVS84DObtjUhSqpbQHYzj2Hfpey2kPuUxYrE00nLk1q3Vu0n3cLCxMoaA0WZikjqCjEAtzriiUGc0mtGm796i9EXaChgltn1JYCK17gFaz1dWupLZFOrvUVYYmIEoHyk85BceE+KUudcwHQbyrsJ7t1bwEfjwbO7YEjokSg0UIsuf+hN5pWQOkZ6KC1DTnk0oAOHupZgdDPtCqKsLo2vr/42aw867mlm5yNH0jdobJ788pn8XP62/85W/sEAn05kre8ibe0b8s0rT6SB6jUUrHO+T3KIC8hS6mFbzcKSGjhm9f1Be7oWsUOU4LaP/3q3UGlls5JYiGW6PoBAJ0uD/yYfIU2xjkBE5vO25ETvkfeWGDnd/XvF2JQ0BosTDL5rONVpGMQKg9qjbX8h1TM3gRazyoiP2kXHeRTnqtfBX57GHi9M/DFROcfZXecA0TE4gFznWQgLSLXs7bsx8cy/n+S9VLBTuCzcU4BlCgRaDzTWiote5tplU/RhVJVvfj5kXPEFrQKKqDtSM+PGeperfJMqzsZMnEWgFkabpfZGHt/4vfqKN5Ksss4rs0D+EXr5rneH9tb/ngCGZtfxVXq9VAJok7AywszV7QdIS3vWSgtJ2TzTFq/abxxxeinnJ8bTHL6SMuudK2GaskJJKtncDN/ou1VTSG3hhJN9+NbKIPvcERejAVwOytf2LERznS6HIhK4su7v3c5QxmKUNAaLMyyoNXxS+mYaZVnJEw1tgyQiT8OVjcZedbk5Hqp/R/Ap3XyV/JuLHLc8WgVUbSLddC1ntkqLbe0aUf7TwPuWivZTdVV8IpaGRm2oLXWaEGNoYEvqKhp1cU7SzfcxdvsY/lJ4Nga/5xAtn4OvNoeeHegFJjry6Uf45b9udm6p4RLplWtU3Zuqg/5BZW3EoHCA5Leu8MlUtX3iIelwid5S8pAUFcB7F5gf1jNonEmvicw5F7fvYb8okcuFREvbK58A7hvm/S9DRWyesGeBXdle3X8b+mc681shC8RvaNrivl3V5QJdLzUvYYgoYxc16qNBQbMCN5YmjvaaKD7BL5cU6j8DQ9hwvwTHsbIg1aNo6bVwUEgXha0GmuD6xwgIs+0rn+PtwwEeOtPnU2071jh70mmVeEgcFy5TZy+0yUoizvSOwLXfyVpvvYuVDxN7iDQYDGWvYWrh92w5MSlSwV17mYf6yqA94cBn48H3unPvWfNjWSF3cFqBZb9B/j1Pu4+UXKESzkAYM3rkq1Nh0u8O74809pUHaivYYy3Dgb4hVZj7hyAQ9DqpYOAvNlFtwnSsiYKaDOELxfuC2yQv/dHuyzpbfNE9DDMxXe95iqr55tKdm/eVlqONi4whTxNITqx4WIshbtGsINWW6aVWYDvZIb/7rRdDnXkQWvfKU07BxONc8FUaXn5M775vfEzFLQGC1mVu3PQ6pBplXdBMdZw426RQDsHiKS2k4Iyg83mSFAB49+QfEpLjkgaXMAh0yrLzrmivq5Yxlopc5bTxzmzEJ/JvQYBnpGVBbxu217Zg9YmTJuq1NLFhruBScFO6b0sOwb8ej/w4aimnUgYA366C1j7pnL9lk+AbV8A69/lj6OSgH63evcaUfFSoBJqmdbKs9J76o6eFVDOAngbhO/7id+rdc7FMXJzb3k7U3+z/Sv74neWUQAECL72uFRrgDZDlevCxapInFrXlwKl+cptoo+xLl4qsgwW7WTZbDHLqo6S2nOGM13H86A8sSUw9IFgj6b506q/dFFddgzY8H5wx+MGFLQGC4U8oLGgVXbSN9UA5TLTc7k9VCDRRDlneduP5sGovS2jLMsFeCYPqM+r9dwuKTNYn36r+zXSsmibAihsr+oNWi1mqZLeWz2riPhj7W6m1fGHEuDZONHOxhsKdgK7vuXLmmievQAAMOCXe6X3cswzTSuMsf+tIRa0KoqwGnEOEJE3GPAm01p0SNLRth/NLZXktJMFF4GSCBQdtMtAqrIH4zTjF8Iqfxizy3WtgFI+EsrkyjrZyZuClJ2Q2qO2HeFett6f9J0C3PyDstiz4xjfuUAEk6RWwL/2Ag/sUX4PCf8x5nmpHmT1a0DV+Yb3DzIUtAYLhTzAUdPqcFJMcJAHVMsCg2D+IDhW0IpVnlmy6Ua5lYYYtKo0SpNsVyTm8HaEgDLTuvEDablVf9fP7XqVlAWWFYO4JQ8QA1ZA0o55i/h/U1ehbMFbH/LCtZGPSsuih6o3yE3Hr3wTuPJtoLVDO8bWg4ALbvX+NQApaK0+J/UNDwU8sbsSaWqmdX890gCRFt2lKd6jKwPjkSjrIV/c4Vr7stofvwBOQWuYZFrl34uT66XlpjTe8BcdxwAz/gSmLAQuehK44vVgj8h3aHThr80NJ1LaSLp2YxWw4rngjqcR6JMRLBpyD1A7PJZrWk21yiuh+CZkx5qKvBgrKgnofAVftmdaIfmpAlIAkJDNp88bQqUGkm32J+IU//G1SsPpjpe5fm5cmjQFe26XPRh0Sx4gbyzgq0wroLzQqA95pnXAdEk20pSg9eASfq/SAJ0v5z8GV7wm6X5VGi7paOqPhBigW81Kn9tg46ndFWBrMGB7770JWkU9q0rL33NHBEH6fFaf452W/InFDOy0Zdt1CShtI43J5/IAgF8cyL874RK0ZnaVqqlPyjKt8hbHwS7CkiMIfDwjqVsU0USG/Us6h2+f13A74yBDQWuwkPu0OrkHNFSIVS0FQDGpwfFoFZFnWntcI8kc0jpI2WMxaGVMCgAaK8ISESUCFae5E8Dvj0jbLn2x4cr+HjKJgC3bqgha68u0+qKxgIinVfWlNq1ybDrX5uYO5o/P7VZ6x7pLZYFk39NmqDRNndUTuGw2zyiOew1o4WYGsiFCtcFAoc0rVBfvvpRGEGRerR52xSo/JX3m242UurU5ItcfHvWzROCvWZJtXI+rYVJJ3xu/yANUKiBvuPQ4XOQBKrWkVy0+yB02LGYgfzVfl5LnnvsEQYQbUfHAJc/wGcoBM5TyvBCDgtZgIS+uabQQy0EeIGZag3113fEyrreNSgIG3y2tV6mlQOj8Xu4LWlchdfNyN2i1/7AzYMF0KRhoOxLockXDz+1yhSQv2PEVYDEhLU56X+vNtNb4KdPaWMbOapUyreIPo7zg4pgXBTuifyPgnPG78E7gwX3cKswXBMv26vQW4I8nlRl9EWMt13ICPIvmSYAmSgQqCzyTO5xYKy2LHWdcoSjG8mPQuv0r7hAB8BmcQXfBKpMjqPwQswJQfnaDpbv3Bkdd65ktUiFfsF0DCMKf9JwM3L2Jz8SFsGsDBa3BwiP3AIdMa43N8FzuKhAM4tKAB3YB/z7i3K9elAiY9Xx63pMiLJFBdwGD7lSuE1TA2JcaD0BiUoCuV/LlsuPAjnmI1qqRGM37LRdVG10/T55p9ZWmFWg8kKs+J2Xf7UHrKGm7NxKBgzI9a6d6pBS+IhgNBg4vBz69HFj3NvDRxcCu+crtO+ZJ2vHcC52f3xDihZXVpJSMNIY8aM0bWv9+iTlARhe+fHwtYK7n8+gtjAEHfuMOFCIT3wNadFNIaNX+ilp738R/BHtODi8rJnF2A+C61k0fSo+9tYQjiHBA3p49hKGgNVg06B4gkwdoYpQeh2UnpJ7M8SGgY9JEuZYoKHStu5RBq7vThRodcPnLwE3fS4VbF850fzp71GOSdvOvlwGTHkNiT+Ej7Wu4ufQ9pQuDiC/lAXJbr8YCOXkRltgVJquXNL3sadBq0kvPSe/s/2nNQGdaj64Avr1JagtsMQAL/wn88RTPjFotwIb3+DZBBQz4p2fH99ar9bgtaI1OarzwS7woMdW47sLkDYzxYP6TscC3N0r+yRc9CfTkBVjyTKtfNK0AP6dN+ojfgilh8pScC7jOGwD2/CgVcqbk8eIngiCCSsQHrYIg6ARBiBMEIQ6Al+2PvKBB9wDZST4qXuqgAyiLdUKpd7cjCgeB3Z41FnCk06XAvduA6cu5PYe7ZHTiGR+A6ywX3o43ax/HGPU2TLYsAnurL/DLfcq2rYqgNYCZVvn/qxhgqtRSJXb5SUnz6g7HVkuZW0efUH/gSYDeVE5tAr65kQeqANBK5pu57i3g90eBg79J72m3CZ53jvPGQaDqHFBqu/jIHdJ4saE8+3tyg2fjc4QxfpEydwwwbxJwSna8C/7BO3HZsFgDIA8IV3SxQHYfvlxxEoDtvRrxf8G3uiIIgoJWAI8DqLbdVjSyr+9oyD1A/jgqgaftxcBVXoUeCpnW+sjsBntbxHO7lYGMu/IAOdGJvGmBp1Xuox6RLgL2/4IoSFpWwWoCtn0OLPk/aX+FprWJup6YFOm1Gw1aZZlWeVbUW4mA6BoA8B7T/kYuYan0Y9BaVwn8MF266Ot/GzD9D+C6zySZzaY5wM/3SM/xpk2pN0GrXBogdr1qCLnFktwX1FNOrAc+vxL4YoLUkhfgU903LwCufEshp5HLA/xSiBXuOEpJUtsBva4PzlgIglBAQSswC0C87RY4Ez533QN08bZ9YuFEKGdao+Klae6mZlqbQnIuD2xkfGi+As+ZboFVazPjlgcMYnCt0gDRyU17bUFwv8GAItMq63Im7+W++WOljKA+rFYpaI1JDUwHH02UJKfwZ6Z1ySO2DBiALuOBca/z97n71cDkLyR/3rpyfp87RGnC7i7eyANOrJOWG9Kz2l8jW6rSPbnBc7/WwgPAV5OAT8cqG1DkDgGmLgJu+x3oeImT/ltRiEWpVmccg9aRj/BOXwRBBJ2ID1oZY0bGWA1jrAZAXaNP8BXuugeIeladi6A1lDOtgKRrrSkEdn5nWykE3vVg+MNAUi6gicHivMcwy3wzPrFcjtocW9FF+UlAX86DPbEKPaOLbwyuRYlA1bmGg5ISW9Aak6q0SUptJ2kjz+8B3h8C/P0Gt+KpjzNbpIx853GNT1P7CjE7WXbCP4b5e38Cdn7Nl+MyeQZR/n/U6TLgqreUz/Emywp4l2kV9ay6eCCrt3vPEQOk2mL3LkgA/t5u/hj4cCRwZLm0vmU/4JYfgWm/AW2H1/t0qyLT6t5LRhStL4R9liitI9Dj2gZ3JwgicER80Bo03HUPEDOt4r2cYFteNYa8GEvUH6Z3DLw2LD4DuG878O8jONhS8m+tTpGZzZ/fC5QfBwyV/HG2m0FHY4j/R6YawFDleh/GpEyrmJ0WEQQ+9d2iB39srgOWPw18PBoo2AWX7P9FWu463uuhe4xYDW+oaFq2tfgI8N0U3ma2zmY3VHRIWQk/4V3uXuFI3yncw1el4XpgbyvXY9Ok72GFG5nWmhKgyNbIoPUg9zNzreUWS27oWo01/L1Z/JAkkWjRA7jxW94hqf3oRp01lJpWilqdiM8AxjzLtdLXfEhZVoIIIShoDRbuugeImVZX8oBgdsNyh7638EAmKhHI6ct1Ydd82Pjz/IFaA0TFI1YnZR0rEmXNEc7tBgp2So99FrS6UYxV5cLuSk5GZ+D2v4CL/yN1SyvYCXw4Cvj7f8p9GQP2L+LL2jhln3t/I282Ie9E5QkHFgMfXQTs/xXY9gXXap7dDnw5UZry7z+dF+fVx5B7gEdPAv/4xftsuUol/d+5Iw84KZMGuKNnFfGkGIsx4Ke7gAO2/19BDVz0BHDHau7D62YAymRZcDUFra4Zej8wYxnQ8oJgj4QgCBl0CRksPHEPAJzlAdo4aVuoEp8J3N2EAhM/IA9aS+JlbWjP71YWucndD5qCo39pRifnfeorwpKj1gLDHwK6XsUdD06uA5gFWP4MzwiJGsrze4Eym8tAxzENdw3zNfI2qUUHPW95+ff/+N8jRwzORfKGA5fNavxYujjPXtsViS2B8hNcHsBYw0GhXM/axg09q0iGrXWooaLxYqy1b0gtYuMygeu/Uprhu4lcHkAxK0EQ4QRlWoNFQ+4BruQBWocf4VAuwgphYrSyoFXXUnpfz+2RTbcLQFYP37ygO5lWRRFWe9f7iKR3BG5drLT+WvJ/ksZ1/6/SerG5QqAQ5QGANFXuLmXHgeXPSo/73QqkOwT4OX2BG78JXCAuFmNZDEpbNFccsxVCaaI9y86pVLLWoYfqf50jy6X3R6X1OmAFAAsjeQBBEOEJBa3BQsy0aqKd0x2KTGsiv3fMHIV6EVaIEquTJhf0Zga06M4fFO7n09AA15XKGzo0BUWmtZ6CnhI3Mq1yVCpeYCRO/Z/fA2z5hC+LU8dqHdCxgSl0f5CSJ+mzCw949tyd38HuiTn6KeDKN4Fpv0uemRlduH2Tr/5f3CFJXozVgESgpoRn6gE+3e94EdoYjq1DHaktBRb8E/b3Z9wrXgesgFIe4ItaQ4IgiEBBp6xgIQ9aHXFHHkCZVq+I0Ukfeb3RIhWLWQyA3pbl8pWeFQASZNZJ7mRa09zsXCUIwOWvSN17Vr7AZQPn9/DH7UZxb9tAolJL7XyLDrjvIMAYsPMbvqyOAgbM4Mtxaby46LalXLfpqvDKn7jrIHB8tbQsNoPwBLlf68n1zttXzpI+m32nAP2mef4aMqyUaSUIIkyhoDVYmBoKWl35tFKm1RfEaKVMa63R4loG4NOg1UHT6gpRgxqdrLS7aoyMTrytLcCr7Ld9Lm3rEkDXAMWYbLpWQ6X7DgInN0jvQZcrgJhkaZta41320hcovFpP17/fMXnQOsrz12nZT7r42P+r0s7s/F5gy1y+HJvOnRGaGGhardIyBa0EQYQTFLQGC7Fa3JU+Ty4FEH/AHeUBlGn1Cnkhlt5odl1w5asiLIBPZ4sXHPVlWsttZvkpeZ4ff+T/cQ9aEU000PkKoNdkz4/lCzJlulZ3HQRE71UA6HOTb8fTFFJkTR7O7al/v/xV/D4qybsLHl0sD9YBnnXfPZ8vM8Zb0jJblHnxU8qA3ktI00oQRLhC7gHBQmwu4OgcAHCT9KxeXCbQ4RK+zlEeQJlWr5AHrbVGi63iXYBdLwj4NtMqdsUqPeo681hXIXmRJrf2/PhRCcA//wTObOV62NT2wfWVVBRjHWjcQcCk500DAG7hFkiLrsbI7MpnOozVyvaocipOS+4PeUO9f+9HPgrs+wUAA1a9DPS8jr8vYhY3qye3kPMBCk0rxawEQYQRlGkNFmJzAVfTnjEpwJ1reDAiZljJPcAnxMiDVpOFv79pHaQdkloDsam+fdGGumKVn5KWxZaenhKfyX06MzoH3wg9w8NM64HFUkOHXpODP345KrXkBFC4z3VzCIU0YKTzdndp0Q3oYWt8UXYcmD8V+PF2afvYl33W2UzREYuiVoIgwggKWoOFWIildZFpdQVlWn2Cwj3AaOELcl2rL7OsIom2oNViBGqKldtEaQAAJOci7JE7CBQdbHz/bV9Iy71DSBog0spmR8WswJltzttFaQAAtGtC0AoAox4DBNsp+eBiSRYw+B7Jh9cHUCEWQRDhCgWtwaIh9wBXOFleUabVG5TyAFvBi7zdrD+C1iTZtH/FSeU2edCa5IU8INTwxEGg8ABwzBb0tezHs42hRqsB0vLpTcptjEmZ1rhMZZbZG9I78q5xdgTgstnApS807bgOWK0kDyAIIjyhoDUYWMyA1RYwuZtplcsDVFrfT2FHCFEalb34Wm+yZbLay3SXoobYl8i1qnI5AABUyOUBzSDTCigdBBqyito0R1oeeId/x+Qt8qD1lIOuteSI5L3bdoRv2kuNeowHwNFJwA3zgMEzfd62SiEPoEwrQRBhRAgJyCII0TkAcN/KRy4PiG9B/Re9RBAExGjVqDVauHsAAOT04X6ggH96jcur+yscgtbyE9KyN4VYoYjcQaBov9KkX0RfDuz8li/HZQDdJwZiZJ4Tl8aL20qP8mIseTvXvT9K+zVVGiCS0gZ4cB+/qHX3gtZDFPIASrUSBBFGUKY1GIjOAYBr9wBXyDOtVITVJESJQK2oaQWAVv35zR80lGkV5QHRSfzWHBAzrQBwfp/rfXbMA0y1fLnftOD4sLqL2GZVXyp1LzMbgc02/1RNjG99cdVavwWsgGOm1W8vQxAE4XMoaA0GJlmm1d0+6nJNKxVhNQnRQUAvD1r9SVIradkp02p73FykAQDPXIscWe683WoFNn3El1UaoP9tARmW1yh0rTaJwP5fgGqb727v68NKrqPUtFLUShBE+EBBazAQi7AA9wuxYtPA/UTBpxAJr4m1dcWqDVTQqouz/f9BmWk1VEvtOb21uwpFEnOAnL58+fjfgL5MuX3fT1IHrG4TJHeFUEXMtAJSMdbGD6R1A29HOEHuAQRBhCsUtAYDb4LW+AxgzHNA53HAoDv9M64IIcYuDzA3sqcPEZ0B5O4B8qxrc3AOkCNOlzMLcGiptN5UByx7Wnp84d2BHZc3ZHaT2imfWAfk/yVlXPOGAy26B21o3kDyAIIgwhUKWoOBSRa0eqJdG3ofcOM3lGltIqKmVW8KUKYVkHStdRVAnc1Mv7l5tMqRazwPLJKW178jBe49rgVa9QvsuLxB3mSg6ADwxQRpWxheQFIhFkEQ4QoFrcHAG/cAwmeIQavJwmCyWAPzoq4cBJpz0JrRmVfdA8CRP7mOu+ocsOa/fJ0mBhjzbPDG5yk9JjmvS8rlncjCDPJpJQgiXKGgNRh44x5A+IwYeVesQGVbXTkIKILWZiYPEASgqy3baqoFDv4GLH4IMNXwdUPvUxaohTr9bgX+uZL7qLYayC8yrnjdZ61VAwn5tBIEEa6QT2swaNkP+MfPXCaQ2cQuOoTHxGilazW90YLEaK3/X1SuWRWD1eacaQW4RGDtm3x5wT+5vhUAEnKAofcHb1ze0vICfhv1aLBH0iSoEIsgiHAl4oNWQRB0AMSoxc2qqCYSmwq0GxWQlyKciZVlWgPmIJDsopWrGLRGJQLRyYEZRyBp2Z83wqg+LwWs0cnANR86tyUmAgYFrQRBhCskDwAeB1Btu60I8liIACC6BwABdBBIciEPELWtSa2bZ4czlQroepX0OG84cNc6oO3w4I2JUAStzfFjRxBE8yXiM60AZgF41bY8EBS4NntitVLQGrAGAzEp3DbJWM2DVWMtUFPEtzVHaYDIqMf4fUZn3kQgDDWgzQ25plVNlVgEQYQRER+0MsaMAIwAIAhCXSO7E80AZaY1QEGrIPCMatF+nmmtOC1ta85Ba1wacMVrwR4FIYPkAQRBhCskDyAijqBoWgFJ11pTCBQfcl5PEAGALK8IgghXKGglIo5YWaZVbwpCVywA2PG16/UE4WcUllcUtRIEEUZQ0EpEHNEKTWuAmgsAyozqwcX8XpcA5A0L3BiIiIfkAQRBhCsUtBIRR2ww3AMA1xnVMc8CcemBGwMR8ZA8gCCIcIWCViLiUMgDAqppdSi4ajMU6DctcK9PEKCOWARBhC8UtBIRh8I9IFBtXAFlplUTDVz1NvcyJYgAopAHUKqVIIgwgn4xiYhD7h4Q0ExrQhbQaSyg0gLjXgXS2gfutQnChjLTGrxxEARBeErE+7QSkUfQNK2CANz0HWCsoTamRNBQalopaiUIInygTCsRcQSluYAcCliJIEJtXAmCCFcoaCUijphgtHEliBBB0caVolaCIMIIClqJiEOrVkGr5j/W+kAWYhFECMDIp5UgiDCFglYiIhGzrUGRBxBEELFQ0EoQRJhCQSsRkYgOAiQPICINZRvX4I2DIAjCU+iURUQkooNArSmA7gEEEQJQG1eCIMIVClqJiER0EKBMKxFpkOUVQRDhCgWtRERiz7RS0EpEGGR5RRBEuEJBKxGRxIiaVpNFUU1NEM0dheUVtcQiCCKMoKCViEhibe4BjAF1JmuQR0MQgYMsrwiCCFcoaCUiEnlXLPJqJSIJi0LTGsSBEARBeAgFrUREomzlSg4CROQglwcIlGklCCKMoKCViEhiqZUrEaGIhVikZyUIItygoJWISGIVmVYKWonIQZS0UsxKEES4QUErEZGI7gEABa1EZCFqWkkaQBBEuEFBKxGRxCoKsUjTSkQOojyAMq0EQYQbFLQSEUkMyQOICEWUB6gp00oQRJhBQSsRkZCmlYhUpEwrBa0EQYQXmsZ3IRwxm804d+4cDAYDrFYypvc3giBAq9UiISEBKSkpPtHixcjcA+rIp5WIICxM1LQGeSAEQRAeQkGrh5jNZpw8eRIGgwGCIEClUlFBgx9h7P/bu/f4qOo7/+Ovb+73QMhlEggSIcELoqJ4YcXSiv5kf1RrdcsWfVBZXerDFqVeVn/2obhtle6qfVDsPnQXvOx2bddSXR+2Qtf1graFsqhdFZGbggSSSSAhd5LJZL6/P2YmzJAEcp3JyXk/H495TOacM2e+w5wc3vnO53y/lq6uLjo7O2lra6OhoYHS0lKSk5OHtF+VB4hbhcdp1ZBXIuI0Cq0DFO5hzcnJoaSkRIE1Bqy1dHZ2UlNTQ0tLC3V1dXg8niHtM0OjB4hLWZUHiIhDqaZ1gMI9rAqssWOMISUlhYkTJ2KMoaWlZcj7jBo9QDNiiYtoyCsRcSqF1gEKBAIqCYiThIQEEhISunuKhiKyplU9reImAU0uICIONSZCqzHmLGPMe8aY52P0erF4GenFcP3bR/e0KrSKe1hN4yoiDuX4mlZjzLXAUuBIvNsizqGaVnErDXklIk41Fnpa/2yt/RrgjXdDxDnSkhO6h/xp05BX4iLHa1rj3BARkQEattBqjLnJGNNwqq/ojTHzjDG/N8bUGmOqjTHrjDETBvu61toDg32uuJcxhrSkYIlAu3paxUVsd02rUquIOMuQQ6sxJt8Y82vgESD3FNteCbwB/BbwADOBs4F3jTFZQ22LjAxjDDfffHPc9zHcwmO1HlNPq7hIQDWtIuJQw9HT+m/AZ8BVJ9vIGJMEPA28b639B2ttwFp7GPg2cBZw7zC0RaTfwiMIKLSKm4RHD1BHq4g4zXCE1mXW2vuAjlNsdwVwOvCfkQuttR8Be4FbTMSl4caY/zDG2JPc5g1D28XFuntaVR4gLhKuaVV5gIg4zZBDq7X2YD83vTx0/1Ev6z4EJgJTI/b719Zac5LbpqG1XE7lueee65556sUXX8Tj8eDxeLjtttsA8Pl8/PCHP6SiooKioiImTpzILbfcQlVVVb/3EU/hntZ29bSKi3QPeaXQKiIOE8vRAypC99W9rAunnPIYtQVjTKkx5tLIGzAjVq/vBEuXLsXrDQ7KsGjRIrxeL16vl6effppAIMB1113Hk08+yQsvvEBNTQ3vv/8+O3fu5OKLL+5+3sn2EW8qDxA3UnmAiDhVLENr+CKttl7WhZeNG+hOjTHnGWM2AVcDVxtjNhljzunHU28BNp9w+5eBvr5b/eIXv2DDhg383d/9HbNnzwbA4/Hw05/+lIMHD3L//ffHuYWnlhZxIdZwzLIl4gRdGqdVRBwqHuO0Dms6sNb+r7V2nrXWE7rNs9Z+3I+nPgPMOeG2bKjtWbNmDeXl5ZSXl/PRR9GVEL/73e+6161fvz5q3f79+7vX/ehHP+qx37PPPpvy8nKWLFnSY93Xv/51ysvLueiii3qsq67urWN76F588UUAFi5cGLX8wgsvpLi4mJdffpmurtHdg5meHDz8rYUOfyDOrRGJjfAfaAljYZRuEXGVWM6I1Ri6z+xlXcYJ24w4a20lUBm5bDimCK2vr2fv3r0AdHREX5vW2trava6pqSlqXWdnZ/e6I0d6Tu712Wef0dHRweTJk3usq6ysZO/eveTn5/dY5/f7B/dGTiHc1uLi4h7rSkpKeP/996mpqaGkpGREXn84hMsDIFjXmhbxWGSsCpcHqKZVRJwmlqF1d+i+GPjzCevCyWZP7JozMvLy8pg2bRoAqampUesyMzO71+Xk5EStS05O7l7XW/icOnUqPp+PiRMn9lhXWlpKQ0MD48eP77EuKWlkPuKTfZ3ulK/aw6MHQHAq13EZJ9lYZIwIj9M6HH+ki4jEUixD67vAAwQnFNhwwrqZwCGCQ1852h133MEdd9zR67qrr76aPXt6z+VTpkzpcx3AJ5980ue6l19+uc91vfWEDoeKigp27dpFVVUVubnRc0pUV1eTnZ1NUVHRiLz2cInsWdXFWOIWx4e8inNDREQGKJZVTW8C+4DrIhcaY2YSHDXgWeuULjqXycjI6C4zqK2t5bvf/S7f+MY3AHjttdeitn3vvfeorq7m+uuvJzEx8aT7aGlpidE76F1GRE+rxmoVt9A0riLiVDELrdZaP3AbcIEx5j5jTIIxJp/gLFk7gMdi1ZZIxpgUY0ymMSYTSItHG0a7M888k127dhEIBNiwYQO//OUv+eY3v8mCBQt47LHH2LZtGwBer5cVK1YwadIkVq1adcp9ZGb2Vt4cOyfWtIq4QaD7QiyFVhFxliGHVmPMYmOMF9gWWrTIGOM1xvT4Ptta+zowH/gq4AU+Bj4FvmStbR5qWwbpAaAldHsrTm0Y1dasWYPP56OoqIhVq1bx/PPPk5iYyCuvvMJ3vvMdFi9eTFFREbNmzaKiooKtW7d2Tyhwsn3Eu6ZO5QHiRt2hVZlVRBxmyDWt1tpfAL8YwPabgMuG+rrD6FGO9/JehIJrD3PmzOHDDz/ssTwlJYWHHnqIhx56aND7iKd0lQeICwVCo7upPEBEnCaWF2KNStZaH+ADMMa0x7k5EkPp6mkVFwr3tCaqq1VEHEbDS4trqaZV3EhDXomIUym0imulqTxAXMZa2z25gDpaRcRpFFrFtSJ7WtvU0youEDmooGpaRcRpXF/TaoxJAZJDDzXklYtElQeop1VcIBCRWhVaRcRp1NOqIa9cK2pyAfW0igsEonpa49cOEZHBUGgNDnmVFbp9Jc5tkRjSOK3iNuppFREnc315gIa8cq/ocVoDcWyJSGxEhVZ1WYiIw+i0Ja6lIa/EbQK6EEtEHEyhVVxL5QHiNioPEBEnU2gV10pMMKQkBX8FNE6ruEEgEBla49gQEZFBUGgVVwuXCGicVnGDqPIApVYRcRjXh1ZjTIoxJtMYk4nGaXWdcGjVOK3iBioPEBEnc31oReO0ulp4BAHVtIobRIfWODZERGQQFFo1TqurhXtaFVrFDQIRI7upp1VEnEbjtGqcVlcL97SqPEDcIHqcVoVWEXEW9bRKn9544w08Hg8pKSlMmTKFnTt3cvXVV1NcXIwxhnnz5gGwbds2FixYQF5eHnl5ecyaNYtnnnmmez9NTU14PB6ysrIwxvDuu+9y/fXXM2nSJLKzs1m4cCGfffZZXN6jelrFTVQeICJOptAqfZo/fz5er5c5c+bQ0tLC3XffzVNPPUV1dTX33XcfAJs2bWLu3LlMmTKFgwcPUltby4oVK1i2bBkrV64EICcnB6/Xyz333APAsmXL+O53v0tlZSU7duzgwIEDXH755Rw5ciTm7zE8Vqs/YOns0qxYMrapPEBEnEyhVfqlrq6OBx98kLKyMgBuv/12li9fzrJly/B4PKxZs4aMjAySkpJYsmQJ119/PatWrcLr9fbY10033cSXv/xljDGUlpbyk5/8hKqqKlatWhXrtxU9lat6W2WM0+gBIuJkrq9pHU43rvsTh44ei3czepg4Pp0Xbr1kSPtITU3lkkuO72Py5MkcPnyYPXv2cPPNN5OcnBy1/ezZs1m/fj1vvfUWixcvjlr3la9EX+82b948kpOT+c1vfsMTTzwxpHYOVHry8b/b2n1d5KQln2RrEWdTaBURJ1NoHUaHjh5jf11bvJsxIgoLC3ss27t3LwDr169n48aNUev8fj+ZmZm99rQWFRVFPU5KSqKgoIB9+/YNY4v7Jz1iKtc2XYwlY1zU5ALKrCLiMAqtw2ji+PR4N6FXw9GuhIS+K0luvfVWVq9ePaT9d3R0DOn5g5Wm8gBxEY0eICJO5vrQaoxJAcLfCQ9pRqyhfgXvNBUVFQAcOnSo1/Vvv/02M2bMoKCgIGp5TU0NU6dO7X7s8/mor69n2rRpI9fYPkT2tCq0ylgXGVpVHSAiTqMLsTQj1qCdd955TJ8+nddff52WlpaodVu2bOGqq66iq6tnENy0aVPU440bN2Kt5ZprrhnJ5vYqI6KnVWO1ylgXOXpAolKriDiMQqtmxBo0Ywxr167F5/Nx22230dDQAMD27dtZunQp9957Lx6Pp8fzXnvtNd555x0AKisrefDBBykpKeH++++PZfMB9bSKu+hCLBFxMteHVmutz1rbaq1tBTQjVoQPPvgAj8fD5s2bqaysxOPxcO2110ZtM3fuXDZv3kxTUxPTpk2jpKSEm266iRUrVvDII4/0ut8nn3ySdevWMXnyZM466yxKS0t55513yM/Pj8XbipKm0CouoskFRMTJXF/TKn2bNWtWr1f/n+j888/n1Vdf7fd+8/Ly+PnPfz6Upg2bqHFaVR4gY1zU6AFKrSLiMK7vaRV3iywPaFdPq4xxKg8QESdTaBVXU02ruEkgoPIAEXEulQfIiGtqaqKioqJ7hIHZs2ezaNEifvazn8W5ZdHjtGpyARnrIssDjHpaRcRhFFplxOXk5PSrNjYe1NMqbhJZHpCorlYRcRiVB4iraZxWcRONHiAiTqbQKq6mnlZxk8jJBXQhlog4jevLA4ZzGldxnsia1mOdgZNsKeJ80dO4KrSKiLOop1XTuLpaVE+rygNkjIuqaVVmFRGHUWjVNK6ulpyYQFKouE/jtMpYZzW5gIg4mOtDq6ZxlXBvq2paZazrCqg8QEScy/WhVSRc16ryABnrossDFFpFxFkUWsX11NMqbhE5uYCqA0TEaRRaxfW6Q6t6WmWMix6nValVRJxFoVVcLz1FPa3iDtFDXsWxISIig6DQKq6n8gBxi8jyAE3jKiJOo9AqrhfuafX5A1FXV4uMNVblASLiYAqt0qc33ngDj8dDSkoKU6ZMYefOnVx99dUUFxdjjGHevHkAbNu2jQULFpCXl0deXh6zZs3imWee6bG/trY2vve971FUVERRURGzZs3ilVdeYd68eSQmJuLxeHjuuedi/C6jJxjQWK0ylkUPeRXHhoiIDIJCq/Rp/vz5eL1e5syZQ0tLC3fffTdPPfUU1dXV3HfffQBs2rSJuXPnMmXKFA4ePEhtbS0rVqxg2bJlrFy5Mmp/N9xwA2vXruWFF16gpqaGDRs28LOf/YxPPvmE0tJSvF4vS5cujfn7TIucFUuhVcaw6NEDlFpFxFkUWqVf6urqePDBBykrKwPg9ttvZ/ny5SxbtgyPx8OaNWvIyMggKSmJJUuWcP3117Nq1Sq8Xi8AGzduZOPGjSxfvpz58+cD4PF4WLt2LfX19XF7XwDpKcd/DTSCgIxlUeO0qqZVRBwmKd4NGFP+9RporIx3K3rKLYVvvTqkXaSmpnLJJZd0P548eTKHDx9mz5493HzzzSQnJ0dtP3v2bNavX89bb73F4sWLefXV4OtfeeWVUduVlZVRVlaG3+8fUvuGQuUB4hbRNa1xbIiIyCC4PrQaY1KAcOJKG9LOGiuh/vMht2k0Kiws7LFs7969AKxfv56NGzdGrfP7/WRmZnb3tO7btw+A4uLiHvspLi6msjJ+YT8ytLapp1XGsK7A8Z81jauIOI3rQyvwALDylFv1R27psOxm2A1DuxIS+q4kufXWW1m9evVJnx/u4fH5fENuy3ALT+MKqmmVsU3TuIqIkym0wqPAY6GfLwLeGvSehvgVvNNUVFQAcOjQoV7Xv/3228yYMYOCggJOP/10AKqrqzn33HOjtgv3xsZLhi7EEpeIKg/QFQ0i4jCuP21Za33W2lZrbSvQHu/2OMl5553H9OnTef3112lpaYlat2XLFq666iq6uoIh8JprrgFgw4YNUdvt37+/u3QgXtIjelrbVR4gY1jk6AEqDxARp3F9aJXBM8awdu1afD4ft912Gw0NDQBs376dpUuXcu+99+LxeABYsGABCxYs4Nlnn+XNN98EoKamhuXLlzNp0qR4vQUAslKPX0R2pHX0lS+IDJfIcVo15JWIOI1Cq/Tpgw8+wOPxsHnzZiorK/F4PFx77bVR28ydO5fNmzfT1NTEtGnTKCkp4aabbmLFihU88sgjUdv++te/5tZbb2Xx4sXd+7rnnns47bTTTlozO9Kme7K7f95+sDFu7RAZaappFREnU02r9GnWrFn9qjc9//zzu4e0OpmMjAxWr17d46KtmpoaJkyYMNhmDtnp+ZlkpiTS6uvio0MKrTJ22ajJBeLXDhGRwVBPq8TMdddd1+OiLa/Xy759+7qnhI2HhATDjIm5AOyuadZYrTJmddnIaVyVWkXEWRRaJWY+/fRTVqxYwdGjR4HgSAK33HILeXl53HXXXXFt28xJwdDaFbDsqG6Ka1tERkpAkwuIiIMptErMPPDAAzQ0NHDOOedQUFDAueeey7hx49iyZUuvkw7E0sxJ47p//jhU19p4rJPPDrf08QwR54ksD9A0riLiNKpplZhZsmQJS5YsiXczehXuaQX46GAjx3xdXP/UZvbWtvCPN8zkGxeO0okjRAYgEFB5gIg4l3paRYDJeRnkpAX/hvv4UAOvfniIvbXBXtafb/kink0TGTZdKg8QEQdTaBUh2OsULhHYW9vC2t8fn/Dg40ONHG7uiFPLRIZPIGr0AKVWEXEWhVaRkHNCJQIBS3cva9i7uw/Ho0kiwypyGlfVtIqI0yi0ioTMnJjb57pNCq0yBgSihryKY0NERAZBoVUkZGbpuKjHk/MyKMlNA4I9rf6uQBxaJTJ8Ig9hlQeIiNMotIqElOSmMSEzpfvxkktPY94ZhUBw+KsPDzbEqWUiw0PlASLiZAqtIiHGGC6cMh6A9ORE/uqCUuZVFHSv37RLJQLibJpcQESczPXjtBpjUoDk0MO0eLZF4u+BvzyTopw0rjyriNyMZOZMyyc50dDZZXl7Vy3fm19Bgv63F4eKLA/QOK0i4jSuD63AA8DKeDdCRofTJmTyg2tndD/OSk3iorI8/ri3ju2Hmpj6/Q3kpidzdkkOF5dN4OKyPM6bPI7UpESstXxR18YnVU20dHTS2tFFQXYqV55VRFpyYhzflUhQdE+rQquIOItCKzwKPBb6+SLgrTi2xRX2799PWVkZK1eu5OGHH453c07pyjOL+OPeOiA4DWZDWyd/3FvXvSwlKYFzJ+VS1dDOoYZjPZ4/ITOFGy+ezNK/KGN8RM2sSKxF1bQqtIqIw7g+tFprfYAPwBjTHufmyCi0+OLTaDzmZ09tM03tfmoa29ld29w9j7vPH2Db/qN9Pr+u1ceat/by24+q+e0dl5GR4vpfO4mTyMkFlFlFxGn0v6fIKaQkJXDn/PKoZQ1tPrbtP8rWz+vYuq+eT6oayU1PZs7UfC4+PY/8rFTSkxPZtKuW9e8fpM3XxedHWnlq02fcfdX0OL0TcbuoaVxVmy0iDqPQKqfk9XpZuXIlr732Gn6/n+zsbGbPns23vvUtpkyZwpe+9CUaGxtpb2+nsrKS73znO/zpT38iNTWVG2+8kR/+8IckJQUPtR/84Ac8+eSTADz++OM8/fTTACxfvpzvf//7cXuPAzUuI4UrzyriyrOKAOjsCpBoTI8g8OUzCrlt3lTmP/EOrb4u/vndz/mrC0qZPCEjHs0Wl7MaPUBEHExDXslJ1dTUcPHFF/Phhx+ydetWvF4vr7/+Ort372bRokVMnz4dr9fLokWLALjrrrtYvXo1NTU1rFq1ih//+MfdIRXgoYceYtu2bQDcc889eL1evF6vowJrb5ITE/rsuSrOTeeOK4I9tT5/gB/8dkcsmybSLRAxeoBqWkXEaRRa5aQeeOABDhw4wLp165g4cSIAZWVlrFmzptftFy9eTFlZGQA33ngjkyZN4pVXXolVc0etpX9RxukFmQC88WkNb++qjXOLxI2ip3FVaBURZ1F5wDC69fVbqW6pjnczeijOKmbdVesG/LxAIMBLL73EpEmTmDFjRtS6Sy65hJdeeqnHc+bMmRP1uLS0lKqqqgG/9liTkpTAw189myXP/g8Aj/1uF/MqChQcJKa6VB4gIg6m0DqMqluqOdB8IN7NGDaHDx+msbGR6dN7XjiUkJDAFVdc0WN5fn5+1OOUlBQ6OztHrI1OcnlFAZdXFPDu7sPsqG7ijU9ru2tiRWIhIrNqGlcRcRyF1mFUnFUc7yb0arDtCl+04fP5+v2chARVnJzMnVeU8+7u4HSwP31zN/PPLFRvaxx0+Lto7eiizecnEICstCSyUpNISRrbx6/KA0TEyRRah9FgvoIfzQoLC8nNzaW6umfJQyAQoKqqisLCQlJSNGB+f11w2ngum5bPH/YeYfuhJt7eVctXzhhdva2tHX6+qGvj4NE26lp91LV0ELCQnZZETloyOenJZKclUZCdyun5maM6/BzzdbG3toVdNc3sqWlmd00zu2taep0EAiA3PZnSvHQm52UwvSiHs0pyOLM4m4nj0uP2Pq21NLX7qW1qp7qxnerGY8H7hnZqm9tp7wzQ4e/C1xXA5w/Q4Q/e+/wBOrsCJCQYkhIMCcbQ1H78Ww91tIqI0yi0Sp8SEhK44YYbeOaZZ3jvvfe48MILu9e9+eabXHvttXi93gGH1szM4AVJfr8fgE8//ZR169bxxBNPDF/jR7E7rijnD3uPAPDTN/Ywt7yA5MTY9/C1dwYD3U5vMzurm9jpbWZXTTOHmzv6vY+inFS+VFHAZeUFXDQlD09u2gi2uG/h97KnNhhK94TCaeXRtqivxE+l8VgnjYc62X6oiQ0fe7uX56QlcWZxOMTmcIYnG09OGnmZKSQN4rPzdwVo7eiiqb2TulYfh5s7ONzcQW1ze/fPh1s6un/u8AdOvdMBSElKGPO9yiIy9ii0ykk9+uij/Pd//zd33nkn69evp6SkhD179rBixQruvvtucnJyBrzP/Px8CgoK2LEjOPTTiy++yFtvuWf23IvK8rj09Als+byODw82Mv8n73DXlRUU5aRR3XiMpmN+khMTSEo0ZKUGezdz04/fstKSTlmPaK2l1ddFXUsHda0+vI3tfFHXxoH6Ng7Ut/JFXRtVDceiZkgajJqmDn713kF+9d5BACaOS+fM4mymFmZxzsRc/s/ZnmEN5B3+Lj4/3BrqMT0eUA/Ut/X7vUwcl055URbjM1JIT0kk0RhaO/w0tXdS3djOgfo2mtv9Uc9pavezdV89W/fVRy03BsZnpFCQlcqErBSSExMwBgzBr98N0O7voqXdT3OHP3jf7udYZ9fw/IMQDKCpicEQmpoUvk8kJSl4DAUsBAIWf8DSFQhgMCy+eDKpSYnD1gYRkVhQaJWTKiwsZOvWrTz00EPMnj2brq4uxo8fz7e//W3uvPNODh8+zDnnnENjYyMAHo+HVatWMXfuXC677DLq6+vp6urC4/Gwbt06Fi5ciDGGtWvXcs8991BYWEhxcXH3JANucf+CM1j0L1to7wzwRV0bd/7H//b7ucZAVmoSuenJwZAEEBGU2jr8HGn14Rtg71yCgSkTMplamMVpeRmU5mVQmJ3KhKxUEhOCwa3pWCdN7X6a2zvZU9PCu7sPU9d6vOb5UMMxDjUc441Pg0N6TZmQwd1XTef/nlM8oBmYfP4A+44Ew2m413R3bTNf1LXR1c90WpybRkVRNhVFWZQXZVNRlM20wiyyUk992qtr6WCnt5kdVU3sqG7i0+om9tS29Hhta6G+1Ud9qw9q+v32+iU7NViCkZ+dSkF2KgVZqZSMS8OTm05Jbhqe3DQKs9PUYyoirmHsQL47G+OMMZcCmzdv3syll17a6zZ79uwBoLy8vNf1MrLG0r//viOtPP76Ll77KLbDpCUmGCaOS+e0CRmUF2ZzRnE2Z3iyKS/MJj1lYL1vgYBle1Uj/7Ovnvf2H+XPlUepaepZXuDJSeOCKeOZNXk8syaP4+ySXFKSEggELIdbOtjlbebTUInCp9VN7K1twd/PcFqUk0pFUbD94YBaXpRFTlrygN7LqYRLEHZUN/HZ4RaONPs40tLRfatr8fXa5sQEQ3boQq/stGSyU5PISkvqXjYhMyUYSrvDaRr52SlkpKhPQUTGpi1btoSHyJxjrd3S3+fprCgSJ2X5mfzT4ll8+/IG/usTL2lJiRSPS2d8RjL+gKWzK0Brhz9YZ3msk6ZjET+3B++7AhZrwRK6t5CWnMCErFTys1KYkJlKXigUTc7L4LQJGZSMSx+2r+wTEgwzJ41j5qRx3Do3uKy5vZPdNc08+4f9vPZxMJB7m9p57aPq7oCekpTA+IxkjrT4+t1zmp+VSkVRVqj3NBRQC7PJzRjecNqXtOREZkzMZcbE3FNua234cwn2YI/mi9VERJxCoVUkzsKhb6zITkvmgtPyuOC0PL59sIG1v9/Htn31eJvau7fx+QO99shC8KKnM0IXO5UXZVNRGAyq4zOdM0qFMQblVBGR4aXQKiIjZuakcTz5zfMBqGo4xgcHjvLBFw38ufIorR1+CrPTKMxO5fSCzOBV+cU5lOSmqWdSRER6UGgVkZgoGZdOybh0Fs4siXdTRETEgXTZqYiIiIiMegqtIiIiIjLqKbQOgoYJix/924uIiLiTQusAJSQkEAgEFJ7iIBAIEAgEdJGOiIiICym0DlBqairWWqqqqhRcY8Rai8/n49ChQ1hrycrKineTREREJMZcP3qAMSYFCI9Onnaq7T0eDz6fj6amJpqbm0lISFDP3wiy1kb1bKempjJhwoQ4t0pERERizfWhFXgAWNnfjZOSkpg8eTJer5eOjg4CgYHN7y4DY4whOTmZpKQksrOzGT9+vP5IEBERcSGFVngUeCz080XAW6d6QlJSEpMmTRrRRomIiIjIca4PrdZaH+ADMMa0n2JzEREREYkDXYglIiIiIqOeQquIiIiIjHoKrSIiIiIy6im0ioiIiMiop9AqIiIiIqOe60cPOEEGwMcffxzvdoiIiIiMSRE5K2MgzzOaivQ4Y8zfAv8S73aIiIiIuMAya+3a/m6s0BrBGFMMLAQ+B9pG+OVmEAzIy4DtI/xaMvrpeJAwHQsSpmNBIo2l4yEDOB34rbW2ur9PUnlAhNA/XL8T/1BETEW63Vq7JRavKaOXjgcJ07EgYToWJNIYPB7eHOgTdCGWiIiIiIx6Cq0iIiIiMuoptIqIiIjIqKfQGj8Hgb8P3YvoeJAwHQsSpmNBIrn+eNDoASIiIiIy6qmnVURERERGPYVWERERERn1FFpFREREZNRTaBURERGRUU+hVURERERGPYXWODDGzDPG/N4YU2uMqTbGrDPGTIh3u2TkGGP2G2O8fdyKT9g2wxjzuDHmQOgYed8Yc0O82i5DY4y5yRjTYIx5/iTbDOgz1znEmU51LBhjbjbGtPRxnniij+foWHAQY0yOMWa5MeZPxpg6Y0yjMeYTY8z/M8ak9LK9zg0RFFpjzBhzJfAG8FvAA8wEzgbeNcZkxbNtMrKstZ4+btXhbYwxiQSPja8Cl1trC4HVwK+MMX8Tn5bLYBhj8o0xvwYeAXJPst2APnOdQ5ynv8dCyON9nCfu7mW/Ohac5z+AfwT+ASgAJgCPAz8CXoncUOeGXlhrdYvRDUgCPgO2nrB8JmCBv493G3Ubsc9+fz+3+5vQsfCXJyx/GWgAxsf7vejW7898A8H/mKaHPtPnh/qZ6xzizNsAjoWbgYf7uU8dCw68Ab8DVvWy/N9Dn9tVEct0bjjhpp7W2LoCOB34z8iF1tqPgL3ALcYYE4+Gyajxt0Ar8F8nLH+JYA+NygScY5m19j6g4xTbDeQz1znEmfp7LAyEjgVn+gXw816Wbw3dz45YpnPDCRRaY+vy0P1Hvaz7EJgITI1dc2Q0McakARcBO6y1XSes/jB0/6XYtkoGy1p7yqkWB/GZ6xziQP05FgZBx4IDWWv/zVq7o5dV4XrWetC5oS8KrbFVEbqv7mVdVei+PEZtkRgzxjxijNlujKkxxuw2xjxljCmN2GQqwd9JHR/uMdDPXOeQse9CY8zG0MWbNcaYTcaYG3vZTsfC2DIb8AO/CT3WuaEXCq2xFS7Ab+tlXXjZuNg0RWLMhu4vJ/gX77eALwN/NsacEVqn48N9BvqZ6xgZ+6YCjwJlhC6iAf7dGPNPJ2ynY2GMCHVeXAOsieiV17mhFwqt8WFPvYmMMbOttd+31tZba/3W2i3AjQSvHF1zwrY6PtxnoJ+5jpGx6VfABdba39ugI9bahwj2vt1ujJnTy3N0LDhYqM70aWAH8P1eNtG5IYJCa2w1hu4ze1mXccI2MoZYa4/0sux9oBL4ijEmEx0fbjTQz1zHyBhmrW2z1vbWU/ZK6P6rEct0LIwNjxHsUV9orW2PWK5zQy8UWmNrd+i+uJd1JaH7PTFqi4wOVUAiwR7Xz4AAOj7cZKCfuc4h7hSuSSyKWKZjweGMMfcDi4ErrbXeE1br3NALhdbYejd0P7OXdTOBQwSHppAxJDRDyZV9rPYQPDHVh/7K/h/grNCg0pHCx8ymkWmlxMMgPnOdQ8YwY8zDxpjkXlZ5QveR39joWHAwY8xy4C5gvrV2T2jZBGPMFNC5oS8KrbH1JrAPuC5yoTFmJsGr+p61odGAZUyZB9xx4kJjzDnAZOAP1tqW0OJ1BL/eueqEzW8g+NXOr0eumRInA/nMdQ4Z21bSe+hYGLrfGLFMx4JDhWazepjgRAKRw199NbQ8TOeGEyi0xpC11g/cBlxgjLnPGJNgjMnneBH2Y3FtoIykhcaYFcaYVOg+kbxAcODoFRHbPQ+8DawO/8VtjLkJ+Bpwl7X2aOyaLDHyPP38zHUOcYV/NsacBWCMyQx9hfx14N+ttW+HN9Kx4EzGmL8G1gJ/BL4W6l1/2BjzMMHf+UjPo3NDFDMGgrfjGGPmEZxnuALoIjjF3329XawjzmeMKSA4UsDXCc5YkklwCJI3gR9Za3efsH0G8ANgEZAKHAQetdaql9VBjDGLgZ8QrFnOB9oJ9o7UWWvPPmHbAX3mOoc4S3+PBWPMVwieK/4CGA+kAzuB54Cne+sp07HgLMaY/wXOPckm/2qtvTlie50bIii0ioiIiMiop/IAERERERn1FFpFREREZNRTaBURERGRUU+hVURERERGPYVWERERERn1FFpFREREZNRTaBURERGRUU+hVURERERGPYVWERERERn1FFpFREREZNRTaBURERGRUU+hVURERERGPYVWERERERn1FFpFREREZNRTaBURERGRUU+hVURERERGvf8P1+mcgN1kwT8AAAAASUVORK5CYII=", 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yyy9n7NixALz22mvVIrEQHR1t0K5GRkayatUqPvrooyKFf6mpqSQkJFT1EGssVquVp59+2q4V3bZtW5Ftli9fTseOHenduzf79u3zwCjLjwhavQVHDaulsNKfMiIigrfffpvc3FxmzJhBmzZtWLlyZaU/b03B23VmAkFxNGnShKFDh9K9e3fSrFqQkZJT9GJZlmW6du1KdHQ0Xbt2pWfPnvb7TCYTv/zyC6+//joDBgyo8HGazWa2bNlCSkpKhe+7oli/fr19+Yorrihx24SEBHr16sXEiRN55JFHSjyGBAQE8OWXX5KSksJtt91WYeOtagIDA3nssceKdFh7++23ad68ObNnz/bQyKo333//Pbt377bfTklJsWvRBw0aZPidqmRlZXHw4EEAZs6cWeT+6oAIWr2FIkFr1fm0Hjt2jMmTJ3P8+HG++OKLKnve6kJGRgY33ngjZ86cYceOHdx99920atVKBPiCass999zDmjVr2LlzJykFmvNharZy3Dl+/DiffvopL774Inv27OHNN9/k3LlzLFu2rMKn7XNzcyksLHqR/ssvv1C7dm369u1bLr1sZTN58mQ++eQTxo0bR8eOHUvcNjo62p5J/ueff9iwYUOp+4+MjPRaqcS5c+cYPnw4n3/+uSEDXxpJSUl8/PHH5Obm8vDDD4s2wCVw9uxZp+eaV199lcsuu4wHH3yQ3Nxc6tSpw8aNG1m6dCkffvih0+/MLbfcQpMmTbjhhhu45557qmD0FY8IWr0BSyFYjQftJx97uFiNVEXTu3dvOnbsiJ+fH6GhoUIi4MBXX33FTz/9RP/+/dm2bRtfffUVx48f559//vH00ASCcnMqWSuwSs1RjkO7du3ikUce4c0337RPM/r7+1eKOfmXX35JeHg4/fv357///rOvb9GihV3HqRaEeSNt2rTh4YcfZuHChUWyiY6YTCZmzpzJuHHj2L59u91dQI/FYimyTpZlLl68yJYtW9i4cWOR+z3FDz/8wJo1a3jwwQdZvHixy48LDAxkwIABdOvWjalTpwo7rGL48ssv6dSpE7fddpshHkhKSuLQoUPIsszevXvtGVZJkrj55pvp1q2b0/35+flx4MABli1bRv/+/avgFVQ8l3xzAU8TGxvLuNtv5L+bjOtTky+SmZlZ4c+XkpJC69atady4MXfeeSfPPfcckiTx1Vdf0bhxY7s/o0DjwIEDgHLF26ZNG3x8fKhVq1apJ6iaitVq5b333mPbtm1ERUXZi0WqM5s3b6ZNmzaX3Pc/t8BCXLpmmpJqkwc0bNiQ2rVrc+2115KVlVXqfiwWC2fOnMFisdCqVSu3xrBlyxby8vL4559/CAsLs6/v1KkT/fv3p0uXLlx33XVu7dOb6dOnT7E+4Lm5uXTu3Jnrr7+ep556ioYNG9rva926NRkZGfTo0YPt27dX1XBLRD02SpLETTfdVMrWGqGhoaxcudJrM8jewuHDh+0Xbm+88YZdMx0REcH8+fN58cUX+fjjj906F1X3lssiaPUwSUlJnDt5FAgzrG/cwPV+4O5w7tw5UlJSSElJYdiwYfb13bt3r5TnqwmMHTuWNm3acOrUKfr168exY8do2rTpJXvANZlMzJkzhxMnTlCvXj3mzJlTrd+LvLw8brnlFtLT03n++ed5+eWXPT2kKkOfZQVNHtC+fXvy8/PJzs7mySefLHEfKSkpNGjQgPz8fG677Ta3Mm4A7dq1o2fPnpw5c8ZgcSVJkldlFauCBQsWcPz4cd5//33y8/OZNWsWoLwXLVu2ZNeuXRw/ftzDo9T4/PPPmTx5Mps3byYmJsatx1aXY0ZOTg7//vsvkZGRdO3atUqTFa+88gorV65k2LBhTJs2zb7ez8+P8ePHc+edd9qzrJcKl3zQ6uk2rrIs06Z5IyDdsP6NqS9D584u7+fQoUOEhobSsGFDJElClmWnB4WCggK6d+/O2bNnq1Vfb0/Su3dvQ8vKZs2aeW4wXkLPnj05ceIEfn5+pKamGrrfVDcWLlzIhQsXAOUkcf3119PZjd9edWTAgAEUFBTQ4IrREHy5fb0qD6hVqxbr168nNjaWwsLCEk+MkZGRBAUFkZ+fz+HDh90eywsvvMALL7yA2WyuNoGMyqJFi2jVqhXdu3cvc+tSWZaxWq34+PhgtVqJjIwkIyODp59+2rDduHHjGD16NC1atMBqtXrNTE/z5s1p3ry5p4dRacycOZMpU6YAMH78eObPn18pz7N//34OHTrEzTffbF8XEBDAv//+W+zvrzwBa2FhIb/99huxsbG8+OKLZd5PVSPauHpBG1cSDsBnDs83Yjr0fZTCwkI2b97MZZddZpg6c2TkyJH88ccfAEyYMIGcnJxS2y8WF9gKBM7Iy8tjzZo1jB49mpMnTxIUFOR2dsUbSUlJ4cUXX6Rv37707NmTVq1a4etbs6/ng4KCyMvLo+sdz5HWZKB9fbPawWx4tqjOsjQmTpxIYWEhXbt25fHHH6/IoZabhIQE0tPTad26dYUe77KzswkPD8dqtTJ06FDWrFnj1uPz8vL4/vvv+fDDDxkyZAgffPABoFR4//3334waNarCxurtHD9+nCNHjjBy5EhPD6UIR44coW3btgDMnTuXe++9t8KfY86cOfYZjf/++6/Ugr6KYOjQoaxbtw4fHx/Onj1b5cdy0ca17Hi8jWsR5wCwuwe88MILDB48uMQDmCzL7Nixw357/vz5LF68mEOHDpX4tI4H8GXLlnHbbbfRrl07typBL2UupYu+zz//nDFjxtCzZ08yMjKqdcCam5vLTz/9ZM8Sf/bZZ4wdO5Z27drV+IC1oKCABg0aEBkZiU+E0ew9JbtsriWzZ89m3rx5lRawpqamMnXqVIPFjyv8999/NGjQgLZt29K5c2fy8iqu6eGOHTvsRavO7IVKIzExkQkTJrB79242b95sXx8aGur1AWteXl6FHfuuuuoqWrVqxV133YXZbK6QfZaVvLw8Tp8+bVjXpk0bXnnlFcaOHctVV11luK+goID8/PxyP29cXBx5eXnk5eXZJSGVzZgxYwBFj/7LL79UyXNWBJd80OoNbVwxFx+0qlfvmzZtcmoLA8qX7rnnnuOOO+4gOjoagLp167qtfdq3bx9Llizh8OHDpRpfXyqkpKSwa9curc3twRWwYBS/vf8QI0aMoFOnTpdE4CrLMp999hkAe/bsqRZG5yWxefNmbrzxRurUqcOHH37o6eFUKf7+/hw/fpyUlBSadzH6imbkmTFbqs49xJUir9jYWJo1a8brr7/Oa6+95tb+u3fvbpdBNWnShMDAilOAderUiaVLlzJp0qQyBZmNGze2+68OHz68wsblLpmZmTz99NPs3bvX5cdMnTqVdu3aMW3aNNLT00t/QAm0bNkSUC5MPOnIUlhYyPXXX8+QIUNITDQ22Xjttdf48ssvadSokX2dLMs88sgjDB06lIsXL5bruV966SWGDBnCtGnT+OSTT8q1L1cZO3YsDzzwANu2bePBBx+skuesEGRZFn+2P6APIG/evFmuUo78KctTww1/Syd2llesWCGPHz9eBmRAPn/+fKm7ys/Pl+fPny/n5ua6PYyffvpJBuTo6Gh5yZIlZXkl5SY1NVWePXu2/OCDD8pfffWVR8agZ/Hixfb3/9fPXpbl12rL8tRwOWlKtH396dOnPT3MSsdischLliyRb7zxRvn222/39HDKzQsvvGD//P744w9PD8djXD7tT7np8ysMf0mZeVXy3BaLRa5Vq5bcqlUrecqUKcVuZzab5Xbt2smAHBYWJickJLj1PJ9//rncp08fefny5eUdcoWTmZkpf/HFF/K2bdtc2t5ischnzpyRDx8+XObnPH36tLxv3z5ZlmX5xIkTcqNGjWRA7t27t2yxWFwaQ8OGDWVADg0NlbOzs8s8FlmW5TVr1shjxoyRv/jiCzkpKalc+yoPzz33nP2YcO2115a6/SeffGLfvmvXri69d3l5efLMmTPlZ599tsh9ZrO5TOOurmzevFl9//rI7sRp7mxc0/88EbR++umn8gf3DSoStL4zPED+4IMP5PXr18vz58+XV65cWe6DgyzL8jXXXCOPHj1afuWVV4rcl5WVJV+4cEG2Wq2G9VarVf7111/lixcvyrIsy4WFhfKePXvKPRZnnD9/3n4guPXWWyvlOdxhxowZMiDXC5Hk3OnNDJ9R/VBJ7tixo8snnJqC+v3YunWr/PTTT8sDBgyQDx486OFRucfu3bvl119/Xb7yyivlrKwsWZZl+cKFC/Ivv/wiT5s2TU5MTPTwCCuf9NyCIgFr0+dXyEcTMsu8z9zcXDkuLs6lbQ8cOGD/rU+YMKHEbX/44Qd58uTJhs/FYrEUOdGfPHlSTk9Pd+n5z507Vzmfc1aiLC/+nywvvEaWM+IrbLdms1kOCQmRAfnKK68s836GDRsmh4WFyX/88YdssVjkK664QgbkyMhIl37HycnJ8k033ST7+/vL48aNK/M4vI2zZ8/KXbp0kcPDw+W9e/eWuv3hw4fltm3byiaTSV61alWp21utVrlnz54yIJtMJjk2NrYihl1tEUFrNQ1a77rrLvl/XfyKBK0fXh0gv/HGGxX6XFarVQ4ICJABecCAAS4/7siRI4Yr0CuuuEIODw+Xz5w5U6HjU8dYt25dGZA7d+5c4ft3lw0bNsjPTXpajp3UtMhnlLnzR08Pz6PMmf2Z/XuxYMECTw+n3EybNs3+ev78809PD6fS2XM21R6otpj8m31528lkt/dlNpvlVq1ayZIkycOGDXPpMbt375avueYauU6dOvKcOXPcfs5nn31Wvvbaa+0XHfn5+fbPb+vWrSU+9siRI3LTpk3lq6++ushFerlIPCLLH3bRjhPLHqy4fcuy3LJlSxmQmzZtWqbH6y8UunTpIlssFnnPnj3y3Xff7XYGOyUlRT579myZxuGtpKenl/rd0ZOWlib//PPPRdZv3bpVPnDgQJH1c+bMkQHZz89PnjdvXrnGWtFYrVaXL/gqgrIGrZe8ptXTpKSkEOxXdP2jE+/ngQceYP369Rw+fJicnJxi97Fv3z4KCkovoEhLSyM8PBxQ9FSusmnTJvvyX3/9xdatW8nIyGDy5Mku76M0brvtNj799FNkWebbb79l//797Ny5s8L2X1YGDRrE22OvoENIqrLCP9R+X2im9/glVilWC3xzK/cmvsbQ5j74+vraLaOqM126dLEvu6Pvq26sXr2a2267jZfe/si+rkNMuH05tQzFWD4+PvaTimMB6BdffMFvv/1WRPvYtWtXfv31Vy5evMj48ePder7U1FS++eYbli9fztVXX40sy/z77792zepzzz2nJiKcMmHCBE6fPs0ff/zB77//7tZzg2Kq/9NPP3H+/Hlt5dntMHcYpJ7S1u39HhKPuL3/4rj++uu55557yqxBDAwM5P777yckJIRJkyZhMpno0qULixYtom7dum7tKzIy0qDxrAmEh4fTq1cvl7ePiIgo0vhClmUefvhhOnTowEcffWS477777mPKlCkcPHiQCRMmVMiYy4vFYmHx4sV0797da8ZUIu5EuDX9Dw9kWq1Wq5yz7r0iWTz5p4flZcuW2a+KP/vsM6ePT0hIkAHZ399fnjRpkizLsrxv3z554sSJ8i233OJUr5ebmysnJ7ueTTl48KA8ffp0edSoUfLOnTvl7t27y6NHj5bffvvtsr1oBzZu3Gh/nUuWLKnYzEdF8OfL2uey/ydtefH/PD2yKuHrr7+Wf/vtN7mgoEBZceh3+3uQ9OloOScnx7MDLA/7fpTlVS/KctIxOS4uTn7//ffl1atXu/X7qG588MEHMiBH9LvDnl19+ed99uXvt5VtBuXee++VR4wYIT/xxBN2fV9BQYF9Srtr164V9hoSEhJkf39/GZC///57WZZledmyZXJoaKjcuHFj+dSpUyU+fu3atTIgDx06VN6/f7/bz//SSy/Zj1l//fWXsvKTPtqx4f0O2vKSe9zef2WTnp4u5+VVgna5ME+Wv75Fef2xRTOQJZGZmSlv377dZXmJqxSnNT1w4IB89913V4jsTs+GDRvs343qoP+3WCxy27ZtZUCWJEk+dOhQlTyvyLRWUyRJIsjHSbWupcCQvTp16pTTiv5du3YBivWGWtEdHx/P7NmzWbp0Kfv27SvymMDAwGLN4I8dO8akSZMYPnw4P/zwA6B0rJkyZQq//fYb3bt3Z+fOnaxYsYLnnnvO3ZfrlK1bt9qNst95550SMyQeITNeW27aD0JtNkHxWjauImxPvBGLxcKkSZMYPXo07du3Vz6b7V/Y769tjicoKMiDI3Sf33//nUOHDmFJPQM/3gebZ8EnV1B/7yc8/fC9DBs2rFo3SyiN1FRl1sA3soF93WVNIu3LKTlls72aO3cuq1at4sMPP7T/nnft2kV2ttJ1a8CAAfZtV69ebeilbifxMJwsvQvWxYsXueWWW/j++++59dZbAbjhhhtISEiwd6wriSuvvJItW7awevXqMnlibt26FVCO3926dYP8TLgYq9zZ8HJ4dBtENlNuxy6D+P1uP0dlEh4eXqwxvcVicTpzV1BQwMKFC0u2DfvrbTi6CjLOwZK7Yd0bYC3djWL58uWEhYXRs2dPli1b5vLrKI3U1FRatWrF9OnTDZn+vXv3MnDgQL788kuGDBlCcnJyhT1nnz59WLhwIQMGDCA314kzkJdhMpns5/Krr74ai8Xi4RGVjAhavQGnPq359OnTh+effx6At99+mzfffLPIZjExMTz22GP069ePK65Q7Gtq165tv7/UH2PiYdi7FCyKnVZaWhrvv/8+a9asMXgHVjRr167lk08+4dixYzzzzDPs3buX2bNns3r1aq/p9FJQUEBiYiJyhu3iweQLwbUhxjaNnHqKF55UpoHuuOMOzw20EomNjbXbuQwaNAgp5QQc05mopxx3/v31UgoKCrjuuuto3749bz10Hci2A7S1EDZ/BLP7Q0F2yTup5rz66qukpaXRY7Bi0xTi70PreprsJdXVoDXlJFzYVeImnTt3Zt26dUydOtXe6Sc9PZ0bb7yRvn37GjtoZSbA7AGw6BrYXXJjlE6dOvH111/bA1aV4OBg/P39XRp+7969y9xs4PXXX+fdd9/l8ccfVyRXFw9qdzYbAP4hMFgnn1o3zaXgzZOcPXuWJ598kiZNmrBo0aIi93/33XeMHz+eZs2asXLlyqI7OL8TNn1oXPf3u7BkrP38Uhz6jloHDx4sYUvnyLLMu+++S1xcnGH9zJkzOXnyJC+99BLbt2+3r2/Tpo09yRMSElJi4x538ff3Z9y4cfz999/8/PPPFbbfyuR///sfu3fvZuXKlXTo0MHTwykR74gOLnUKi165Hjqwj9jYWN566y27TsvxBwmKDu+jjz5i06ZNDBs2DIAOHTpw/Phx0tLSnAa6drKTYN5wWHafcnABOnbsiMlkQpIkUlJSKuDFOeeLL77g0UcfpXXr1hw9epSOHTvy4IMP2g8ka9eu5c033ywxm3vhwgVeffXVStMf/vfff9StW5ejO/5WVoTWB5MJ6mvax7Pbf+PgwYOsXbvW48bYlUGXLl3YvXs3I0eOZOzYsfCfQwtD2QpJFafZq2wOHDhg9zvu11SXafK1+XemnYFz/3lgZFWHyWQiPDycC5nK+9CsTghRIVqgl5ZdcoABQEYcfHIFfD4Yjq8vdrOgoCCGDBnCq6++yqBBgwD4+OOPycrKIikpiccee0wLXM//BxbbjMXG9706yOvduzeTJk3SPH4vHtDurGfL3Ha+Beq0UZaP/AE/PQjmsmWxHSkoKHDr+Lxx40bmzp1rz3o7o7CwkJkzZ3LhwgUWL15suE+WZXvHroSEhKJtW8358Msj2kVg51u039ShFbByEpQwg9amTRtGjx7NM888w+jRo11+XQBWq5WJEyfy3HPPcfXVV2ue2jbUmSC9Zj0wMJCPP/6YBx54gF9++cXlC52air+/P127dvX0MFxCBK0e5Pz580yaNInd/xXNaJ48eoTvvvsOSZJ4+umnee2113jkkUdc2m9AQAAtWrQgIiLCkEl49913mThxItOnT1dO3P/NhzzblMl+ZUomKCiInTt3kpWVxcKFC9m6dSv79++3d37RI8uyS+bgjlitVnvThCZNmtCqVasi20ydOpUXX3yRmTNnFttU4cEHH+S1115j0KBBlRJgnzx5EoD6ahIq3NYBKkY7+N3QpyUhISEMHDiwUoN8T9K5c2dWrlzJ4L69YNfXRe5fPncG9913X6ltg72BmJgYPv30U+6//3661rF9r3z84ZoP7duc2b2ehQsXekUhYGWRb7aSkadcZDWoFURksHbSdkkecHarFmAeXW24Kycnh9WrVzt5kMKkSZN49913iYqKIjMzk2bNmil36AuYko/CseL3UZFYLBZWrVrFY489VnZpUoIuaK3bXvlv8oFR7yrfL4B9S+CbmyEvw43BFSqzYbbjb35+Pi1atCAoKMjlopkNGzZw9dVXc//999OgQQND90Q9LVq0oFevXkRERNCiRQvDMV+SJH744QcmTpzIrbfeSvv27Y0P3vShFrg3Hwg3fA7jV0KArcBvx0L497NixxgQEMCKFSt47733uPrqq116XSpxcXH2YrqDBw/y33/aReerr77KyZMneeutt4oUml111VXMmTOnQrOsgspHBK0e5OjRo7z//vvs3bG1yH0Bvtj1MNOnT+eVV16xd08pK7/88gtz5szhjTfewBcLbJ+r3Zl8FNLPAUpVb3BwMADPPPMMnTt3pn79+vbg0WKxMGDAACIjI+1Tfu5gMpnYsWMHn3/+OVOmTHE6RdetWzdAySg4a0drNptZsWIFoEgaKlKTpNKwYUMm3HUr4QG28YXZtKwx2hXpmB5NSElJ4ddff3W7+rbasf9HyEtTlpv0sa8+vPEn5s2bx/r1xWfcvIV69erx0EMP8fmns4jKO6OsjOkK9bQpsaVzZjB+/Hi7prsmYtUFZ/4+JgL9fAjy8wEgzZWgNf2stpyo/T4///xzmjVrxsiRI51rVlEClEmTJhEXF8fmzZs1bWXKSeOGWz526bWUl4cffpirr76ajz/+2OCU4hZqwCb5aNlVgBaDYezPEBih3D75F/zxguv7/fUJ+KQX/DgBZJmAgACys7OxWq0udzzs1KkT9esrx64hQ4bYj63OWLx4MQkJCXzxxRdFZFqtW7fms88+K5KFBWD3N8p/v2C4dpYyI9XwcrhlAUi2/ayaArE/uzRmd2jYsCHbt29nyJAh/Pbbb/YZR5V69erxwgtuvOcCr+aSD1olSfKXJClEkqQQoOJ6/LmAqhUM9tMFbZJy4uh5WVemTJlSotVVamqqW8HauXNKUNq4cWOk2J8gK8G4gcM0X35+vv2qtVmzZvj5Kd5cPj4+nD9/nvT0dGJjY11+fj1Nmzbl/vvvL9a65f777+f3338nLi6Ozp07F7nf19eX5ORkZsyYwaZNm2jdunWZxlESgwcPZt6H07UVYbZMa62m9pNQQMph+9SSxWLhxx9/5M8//6z2hVl79+4tKnfY+722PPIdQPnedqmrfGeLC1K8kvj99lbJNOoJUS3td7WJUg6LNdX26t133+W99z+w31avGSNt3nupOS7IA2wXuICSCbSh6sAtFgsjRoxg7ty5HDlyxGkGU5Ik4wVrqkPQevJviC9aSFrR3HDDDfbl5cuXl7htbm4uM2bMYPfu3dprkmVIsB0H67QGX4cCp2b9YMKfEGK7qN23FLKMbUKdknoadn+rLMf+BIcVHemgQYMYNmxYkeAMICkpiaFDhxouIOvUqcOKFSuYMmUKP/74Iz4+PsU+ZfPmzYst0FIpkmTIuABpp5XllldqBWgArYbZjhUAMiwdB3++XKrG1V3q1avH2rVrPdoOV1A1XPJBKzAFyLL9ravKJx41ahT79u1jcD9d/+9AZTolJNCfESNGEBISUqTYQGX+/PnUqVOHZs2a2atZVX766Sfefvttpk2bZl93+PBhjh8/ztIlS+DfT4vu8IQxaLVarXz22Wfce++93HLLLYb7evToQdeuXRk0aFClVBt27dqVq6++2p4hcEZUVBTPP/88/fr1q/Dnt5Op8x9VM62SpOlaEw/bC5EKCgq4+eabueqqq5g4cWLljamSyc7OZvDgwXTr1o0//vhDWZmfCWe2KMsNL1ckEraT0+CO9Th58qTz4gxv5ZxWlEHDyyEg1H5R0rddPebPn88rr7ziocFVLu+++y6vvva6/bbJFoTUskkEXPJpTdNlWjPO2ae87733Xpo2bcojjzxCWFgY999/P23btjX6mRaHY6YVYIuT41QFM3z4cB5//HH+/vtv3nnnnRK3/fvvv5k8eTLdu3fn1VdfVVZmXYRcmzSobjFFLHXbQR+bvMtSALu+Kn1gu79BcQSy8ccLUJjLkiVLWL16Nf/3f/9X5CHTp09n3bp1XHnllcyfr+nP27dvz/Tp00sMWJ2xbt260rPPZ/7Vlpv0Lnp/r/uh7+Pa7c0fwcLRkHKiyKayLBMfH098fHyR+1QSExN55JFHish3ylpUJ6heiKAV3gRCbX9XVuUTh4aG0qlTJ+qEK1Px+AbZxevmPC3DGhkZSUFBAWfPnjVoSNUf7enTp2nQQLOvAfjoo4944YUXeOONN+wZAVXr2rVWlmbX1GoYhDdUlk9sMBQ/BAUFMX78eObOncuzzz5r2P+SJUvYvXs3X3/9tdsHwsoiNjaWuXPnVmzGT293FaZ7j9WgVbYYizBsrF+/vkx6X2/gyy+/JDU1ldjYWFatWqWsPLkRrLbMa8uhyn/bCTogP5lm9SLw9fX1wGhdJyUlhX/++Uf5XPRBa6Oeyn9btrW2lMH4u8e6ZTJeXZBlmZSUFMMJ3sekLEeF+DPCtJ0l5seR/51d8o708gCwF+MFBQVx5MgRZs2axZkzivyiefPmpZvQWy1KERwo0pMIW/OTfUs13X0l4ePjw8yZMxkwYECpgY/99wD2wjK71RUUH7QCdB8LPrYs5n8LlNdcHFZLUf142hn4Z2bxD7Fa7VKq2rVrc9NNNxW/fxdIS0tj6NChDBgwoGQbKkPQ2sf5NiOmwY1fgF+IcvvsVvisn6Jztb0PBw8eJCoqipiYGKcBOcCePXto3bo1n376Kc8884z32SNWJnnpsPxxWPYAHFherVxbKpJLPmiVZblAluVsWZazgRIM6CqRQluA6hcEPsoUnSQX8vDDD3P99dezb98+AgICaNKkiaHAYcCAAVx33XV069atyElBtb0qKCgoWjG6U3eV3/thaDFEWc5JhoTKnY7bvHkzr7zyCuvXry/Z70/HsWPHXCpy+v7777n//vtp3rw5V155pUtdwopDlmWlECFT59gQpsv66oqxiFP8c/38/Ljuuut49913OXz4MKGhmo1QdaJbt26MGTMGX19fnnjiCWXl8bXaBq1sQatOB2ooRPFS1qxZQ//+/QkPDyfzkG1WIaQu1GqiLNe2SQSsZkg/45lBVgE7duzg51+0aXA1TosKkpjmt4CW0gVY+3rJ1fuOQatO16rKZTZu3MicOXPstn0lknFesR0D5XPobJvZsRZqU+9ewJQpU/juu++YMGGCNsOj/+7XKyFoDakNHW1ShPQzRQrYDBxbq7wnoCQW1GBv0/8psgEnmEwmVq5cycqVK5k1axYREREuvirn2DPJwI8//lj8huoMjG+QwVmlCF1uhQf/gno2uVdhjpI9XvYAAI0aNbJX/hdne9WxY0datlR+p7GxsZw9e9bpdjUOcz4svgt2LlJkWkvGwrutSyxuq6lc8kGrV2C2BW9+wfZK0/ycTAYNGsRPP/1ksH3ST5tMnDiRn3/+mV27dhXJEEyZMoV169axZ88eu2WWHVV/5BukaJBaDtHuK8G+xhW+/fZbEhOL12stW7aMadOmceWVV7Jt27ZS93fo0CEGDhzI8OHD7abo77//Pv369eONN94gKSnJvu3atWvx9/fn5ptv5uabby6XrvT8+fMEBQWxYNYMbaWqaQWI6abbWMl4+/r68vPPPzNp0qRSdWHeTJ8+fVi+fDnnzp3TKruP2YLWgAho2ENZ1meVnGSbvQ21EUedIAgz27TgjXpqUVttnYtFcs1s0StJEl27dqV3n772dao8oG/hVupJacp2hdmQdsr5TvKzIDfVuC7RWCwpSRLt2rXjgQcecK3lqF4aENkc6nfSbl9037ezsqhTpw6333478+bN037j+vGVlGkF6HmvtqwvhHVkp84ndeCzMHCSsmzOU5oVoGRWd+zYYbj4lySJkSNHVohv9PTp03n44YcZP348n35ajEwjLwMSbI0TGvUA31Kso+q0hvvXweApYLL1L9//A6ScJCwsjBEjRnD77bcX6yDg6+vLvHnzmDRpEseOHaNJkyZlfHXVCKtVsUs75dB0oyBTCfoPlKzDrml493xeDWfp0qVYrVauzUwhCGyZVpuuLDGBsa+N5dZbb6Vly5Zcc8011K9fn7Zt27q078suu8xw+88//2Tr1q00a9aMO7JTlA8+KFI5YTcfpG14Yj30f9Kt12G1WjGZTHz44Yc89dRTdO3alXXr1jntKvT334rnaWBgYKnTr7Is88ADDxAXF0dcXByvvPIKs2bN4tdff2Xz5s1s2bLFcEJcsGAB69evZ8yYMUXkEu5y9uxZCgoKCLGkA7aDqz7TWqeNYueSn2Gcaq5B1KtXT1lIOaEVybQYCD62w4bqR4niIPDtb+cYPnw4/fv3r+KRusbIkSMB8D+5FrAVDzW6XNugtlaMlXpsO3sv+Lv1m6tO6KdVbeoA+qb+bNzo4kGIalH0wfoiLBVdMVaZ0BdhRTWHaJ2lUhUFrSkpKSxZsoSVK1dy++23c+edd7r2QFUe4BeiFGmWRKOeUL+zUmB2bI0SrEc5eJ5mJsBhxcKJOm2h8RUQXAfWvma7P56lS5fyxBNP2O2e3LWJcoWQkBA++eSTkjc6t13xagbnelZn+PrD4OcVHfmqKcq6CzshqrlBfgGKprZTp04GZ5Zu3bqV6IBQ4/jzJaUQD5Rz9rUfK0WK2+Yo6355RDkWq8evjDhY/4aSgOr/lKIprkGIoNWDTJ48mePHj5PwXC2CggC/QLt7QICvMrVvNpvp3Lkzv/76a7me69dff+XjjxULmdtn2DJKqg1LaLR2ID29RdHK+JXemvPpp59m9erV5OTksH//fj7//HNA0R398ccfTg/6a9as4Z9//uH06dNFM8AOSJLEt99+y6BBg2jatCkzZszAarUiSRImk4mePXsSHR1t375Nmza0adOmhD26jiRJ9OvXj+Z1DgAWJQseqJtuUy1dTqxXsky5aRBUq8h+Tp06hZ+fHw0bNqyQcXmEYzppgKpnBUUD6uMPlgISY//i9QW/I0mS1watAwcOZODAgcrU90Y1aO2pbaDLtH4zaxqP/Z7Hc889x9tvv11hY5Bl2SsKRqw6KaCPSYLEIzRJd2iqcPEgtHNi9O4oDYAimVa3ccy01m6ldKCzmsu/bxdJTEzkoYceAhT9v0tBq9UCF23jq9tOOS6UhCRBj3thxZOADAd/hX6PG7fZt0Qz6b/sbuUxIXW0+7MuUqdOHXuzmU8++YSIiAj69ClGT1qZlFaEVRL6396FXdDJqMH9v//7P55++mm6du3K+vXriYyM5JLjvwXwr+3CwTcI7lwCjXtB+2uUddvmKImT78dC19uUC54dCzTJ4cpnld+Sfja1miPkAR4kIUGxnApWLx108oCI0GC+/rqokbvKxYsXjYb/Viv8eD/Mu8pYPGTj9GlNB+Vrtmlc9UGYqmu15Nunu0vj+PHj7N+/nxMnTpCfn8+aNWto06YNn332GXfeeSeyLLNmzRoyMzPtjwkPD2fkyJEuV9c3atSIv//+mxUrVhASEoLJZGL9+vUkJiYyb948l/ZRFnr37s2mTZvo2damFQ6rr00jqzTWZYrPGw27ExMTue+++2jdunXJejAvYs6cOfz6669FG0kc15lqtNIFrT6+SiYI6GSzvVIbMng16mclmaBBd219ZDO7p2Sb2sp/V70wXeHChQu0bduWGTNm2O3uqpoTJ07w/fffs+Gvv+zrJEkq2ukMis9w6oNWk+3glXamfO1v9Y0Fopor2Tj1IqKKMq1t2rSxd3o6d+6cIRt9+vRpRo0axZ9//mks/kk9BWZbQUxp0gCVdteg2sVx9M+i9x9SXTgk6GLz5g6M0KbTsxPp378/rVu35u6772bnzp307duXwYMH220NqwxVzyqZoJGbhYv1O9uTNJwv2g5YrcXYs2cPCxYsKM8oqycnNyqdxACQ4OZ5xnPOiDc0qdbFWFj9ihLgqgErALKiGc7yzPGmMhBBq4eQZZnvv/+e+fPnaz6tfkF2jz/ZXMDjjz9Oz549nVZIDh8+nIiICMaMGaOsOLdNuUI/+y9s+YS0tDRWr17N999/z/79+/nss8/466+/+O6brxS9Ghgzg7qpXnsVbyl07NiR2rVrM3DgQFJTU2nQoAF79uxh4sSJbNu2jc6dOzN8+HAWLlzo5rtjpGHDhvZmBypRUVF07NixmEcoWep//vnHaWMCl5Fl7QJAr2dV0R+kHSQCycnJzJs3D7PZbOyv7qXk5eUxefJkrr32Wvr06aN958wFylQUQO3WWtGSiq3wpFagxLbVy0q1DPIK1KnsyOYQoOuG4xtgr1q/vFkEr7/+Ovfdd1+FPe28efM4evQokydP5ptvvqmw/brD+vXruf322/nf2Lvt6wKsuXY/0DQ5hAzZ9lsrLljU21011mXXytPOV5UHBEYoU6AA0e2U/zlJrvmalhNJkli0aBEnT55ky5Ythoz4zJkz+f3337nqqquMyQRn7VtLIzQaGtrkW2e2GN0RspOVYzgosoDQaHVwEGJbzk7Cz8+Pw4cP8+abb9prCI4dO1a1DU4shVrL43od7XaNLuMXpAX6cbuLuClERkbSrl073nnnHZ566qnyj7c6kXJCKbZSHVuGTS066+HrD7cs1L4XKn7BimZYLWbMvqgErl7cFtkdRNDqISRJYtSoUYy/+3+YsP1Y/YLt7gF+kpWUlBSSkpIMB0+r1UpeXh6xsbFkZWVptkp6z7sT6zlw4IBd1L5s2TIaNmzIwIEDuf26kdp2+kxrhM59wJlmzQmvvfYaiYmJ/PXXX/YMhTrlHxMTYw8YZ82a5bQNbGWxf/9+IiMj6d+/P7Nnl2LdUxK5qVqrSr2eVUWvh3QIWlu0aEFoaChdunQp0WvWW1i1apW90K13797ad+7MFiiwfcf0WVYVNbAAejavpelgvYxt27Zx/Phx5LwMzRGijpOGFLbsXm2fHF5+4dkK1QpmZGTg7+9PYGAg48aNq7D9uoPqwqE/prTL/BfylcBpiWUwh2Sb3VTyUecm8PrjQ2udwf3FMl4gyjKknFKWI3X6Tn3mMrFqsq0DBgzQig9tyLJsL+KLjIzkxhtv1O50pwhLT+urlP9Ws7H49eifmka0rcN3T5UIZCtBqiRJxMTE8OOPP9K7d2+eeeYZu3NDlRC3V8syF2d1VRoNbTMdBVmQfMxw1yOPPMLBgwd59tlnPS+pyUlRLuCrgvTz8OV1WrFjl9uh35POt63VGB7+F8b+BONWKE0snj6gaIav+T+tacqJ9Yp9XA1ABK2eRp/K1xVi+Zig5+WX0bWr0jL0vvvuIyYmhvDwcLKyshg3bhzdunXjiitsjQn02Y/4fdQN0X7khq5ZahtOKCFodc1GxM/Pr9iDSePGjbnlllu49tprmTNnDmlpadx77718/fXXdi1WZaHXtZartajB7spJpjUoUmvZeG674UrW39+fjIwM9uzZw8svv1z2MVQR1157LZs2bWLChAnG7OIO3bRc6xFFHxiu0+o6dljzIh599FFatWrFTYO7aSv1bgFF1slFOzS5ieMMybvvvsu5c+f44YcfnBYpVgWjR49mwYIFTJ7yon1duFlz4PjH2okjVtuxwFLg1ADefnzwDYSmOv1yWbWnuan2oNlQlFRXuyDypIOAJEmsW7eO9evX89FHHxESEqLdqdfiOvs+FUdrXecmvfXVYV2DjrajjI9RM2o5yfaspMlkYsyYMWzevJnHH3fQxlY2qjQAyh606uU5LsrSqpSz2+G7O+Gd5vBBO1j/FmQnlf64spJ1Eb68VpvtbHwFjJlZVJqmJ6SO4gLUfAA0uUKbqQgIU7xxVY78XnnjrkJEIZan0RsE+wUZMhsL5n1Os1bKgTszM9Nud+Xn51dUz+kwpd+o4DjvvfcetWvXpksXnXeeIWitpS2HNUDRWckuZ1pLQ9944JdffmH+/PnMnz+fadOm8dJLL1XIczjD39+fcePG4efnx5VXlq1fRP/+/elbL5d31A6yzoJWUCQCSUeUKb7koxCtVZp7PDvgBmrhmaG7WPo5zU4lqoWme9ajz0BnVu7FSFlJSUmxtyPu3iQUsF3EOc20ag4CJB+Duu2LbuMiX3zxBZs3b2bWrFmEhSkyhOjoaEaPdlLcVEV06NCBDh06cDwxiy/fV3StAVbNMilbDuCwmmkFJVjUfacB7QI5opHxvrI6COgvDorLtHooaFUL5yRJYvDgwUU3UMfuE1D8McIZMd0Uj+Dsi3BstXLBay3U9ONRLbQLYhX7NLCsZP5CtWlhSZKqvsmLIWh1swhLpYHO5ebCTuhWfquuCqEwF36YYLyIyEmGv2bAPx/C6Peh+/8q9jlzU+HL67WMc0xXpfDKrxzd5RteBuGNlK51J/9WvmelFQt6OdV79NWY06dPs3nzZk4f1x3odYVYAH2v6GHvetWmTRu6dOnCiBEjyM110gnDwQw98PwWnnnmGe655x6Cg4NZsGAB69atIzNR105Rn2n19dcOuhUUtOoPops3b7YvDxlS+ZWMn376KTNnzuS6665z+7EFBQVs3ryZxBO6RgvO5AEAjXUVsGdL9511h8OHD5foeesOubm5PPLIIyW2RyzCti+0KuYrJjo/2OnelzMHtvPFF19w9OjRco62YvHz82P27NncfPPNjLhMFxTVLjlotSQe4dixY+69Zzrmz5/PokWLuOyyyygsdN5rvbCw0PnvuZLRZ4EDrNrzF5oCOSrrZl0cg0WLWWttHNFI0TGq2fayZloNzgHNdMvNteNhFTkIgOLR/NJLLyFJUunHKrWALLKpe8GAyaRlW7MSIH6P4sOpSnHajiqaXdM7CGRXkMY38YjSCdFdZFlzDqjVFMLLaDFYt4PWJexC0WIsjyDLsOIpY8Aa1UI5P4Pilbv8McWyrKIw58Pi/2n2adHt4X8/OXWkcQtJghY2S8uc5Grhp10aImj1EN9++y39+vVj9AhdJtA30BC0BvhI5OTkgMXMtGnT2LNnD6tWrXKukXQsnjqxXvnxAatXr2bChAkMHTqUQ7u3atvog1bQJALp5+yPrSjeeustdu/ezYcffkjPnj1Lf4AHSUlJoUmTJjSK0GUuis206l5LBfq1Llq0iHbt2tGtWzdDA4Wy8txzz/Hpp5/SpUsXey/x//77jxkzZhi6rNkpyIEdC5XlgHDoVoz9jy5o/Xf1zzzwwAPlk2RUAmFhYTzwwAMsXbqUK1rqpuVL0LQCLHz/ZVq3bm3o4e4qcXFx7NihuBQ0adIEPz8/w/0ZGRnMmDGD5s2b89FHH7m9/7KgN6HXW175y9p6n6AwTR4ARU9ymRc0zaXaalXNtqaeKltrSUePVvtgfLVs48UDFX5MKo6cnBymT58OUHJr4sJcbXZBnyF2FUeJwGHd9G3bkUW31xfcVETQmngEPh+k6Cd3LCp9ez3Jx5UCOSi7NACUZInaSCJ+n3MNdVWz7QvY852yHBQJt30Dj+6Ap2Kh72PKetkKS8eXXcetx2qFnx+G08pxmVpN4e5flA5qFUHzgdryyb+K366aIIJWD6Fa3gTrz2V+wYaOIk88OpHOlv0wozGsepHCwkIef/zxotXoVosi3taTcR6SlIyX3u6qfi2d/6rjVZwatBZmF+14U05MJhNdu3bliSeeqNpiARRpxVtvveVyW9f69etz6tQpXp+ks+UKLyZojW4H/rYK9FMb4cgqOPUPWAo5efIkt956K926deO9995zeby5ubncc889gGKTtH//fpcf64ysrCz+/FOx1iksLLR3kfn999+ZPHkyr7/+OosWLVIukFT2fq9JSbqPNVbZ6wkIV/wDgZhQJTPk1bZXybYscEBE0apbUAIx24Vj6yjl9ZTF9iomJoYLFy4wa9YsnnnmmSL35+XlMXXqVM6fP8/HH3+M2Wx2+zncIT4+nhYtWvDmm2+Sn5+PVRcA+usyrQFBYaQQTjK1lBWOGU79LIzqJGHPjspl0zWrRVhQNPhT5Rl56U6t/CqD1q1b8+CDDxIREWGXdThFnyjQZ4hdpeWVmuXT+jdhu03yFVjL6MqgUtFB65qpWk3F5o/cuyioCGmAiioRMOd5vvvZqX9g1WRlWTLBzQsUT1STCYKjYPg0uPwe5f78DPj2VkWqUVasVvjzRaUrGChB8v9+hLAKLGg1NA8SQaugjIwePZpXX32VO2+5XlupK8QCePH5Z2mQsFY5sGyfy4IFC5g1axYdOnRgzpw52uMy47W+3X5akUBO7G8cPXqULl268M033/Dmm29SN0wXJReXaYWiEoG0M7BgNPwxpdpZZzz22GNMmTKFvn372r1xXUHK1G0bWow8wOSjuQiknFAOYgtHwR8v4O/vz9KlS9mzZw979+51+XmDgoL47bffAHjggQeca+ncIDQ0lB07djBhwgTmzp1rD1rVTk+bNm1i8uTJnDljOwnLMmxVv19SyR1VJMmebe3UrA6LFy9mwoQJ5RpvpSHLWnvWOq2cFzeYfOzBWNv6wTz44IMMHz686HYuEB0dzaOPPsqoUaOK3Fe3bl3uvPNOgoOD6dGjh72qv7J4/vnniYuL48UXX+TDDz/EYnUetPoHK0HaEdk25Z98HAq1TKyh4FM9XgTpstdlOYGrU+w+/kWnmXXuFGWe2izIcTvgnT17Nmlpafz000/Fb6T3li1L0BoYoRTPACDb/oA2V2td5/QYgtZyzr6c2mSc/k4+plnbuYKhqUA5mxroi7EueLAYqzAPfn5IZzP1WlFTfkmCUe9p2cu002W3kzLnw08PwL+2Frk+AXDHYuczQOUhPEabsTj9j3dks8uBKMTyEMOGDWPYsGFw5E/41qaNcdC0YinQPPzMeezc/i/R0dEkJycbAxl9tX+nG2HXVwDs++kjen/0NKBk2Hx9fWHNa9q2RYJWXQFG+jmI0RVwbf5Ymb44vQmi22hXmxVNYS78/jzkpsD1s5VWf+XgzJkzdnP/AwcOsH37dq655hrXHqxO/QVGgH9w8du1HVVUF7bzKxoMeYmQkBD8/f3dzi6PGjUKq9VKfn6+W48rjtDQ0CLFe4MHD2bVqlW0bduWxo0bY1I1efF7NYuhtiOLtpl0JKw+pJ4k0ief2269teRK10rEWbep7du3k5OTQ58+ffDPTdQyS870rCphMZB8jHpBMrOnf1pphQvvvPMOn376KUFBpXefKw+yLNO2bVuCgoKoU6cOjz76KCfTtMyuv0ULWv0CQ4F8Dlka0cc3VtE0Jx9VjODBqJ1XjxfBumnM8gSttZooFw169IVwiYec266VxOnNsORuJTPZ7hoYPFmbji4v5Q1aAUa9D5s+UILqgmzlWDNkivNtK0rTarUqrUEd+W+epn8sDTXTqndQKSuqZy0oDgKVdW4pjW1zlCAUlO+KKgVwxMcPblkEXwxRvgPHVsM//wcDis6oFEtuqtLF6tRG2z4D4JYF5c9aF0fzgUrBcEGWoh3WNymoZlzymVZJkvwlSQqRJCkEKEeZXhkpYnmly4RaCpQpCBv5mck0bdqUhx56yNgPXT9N1aSP/YTcJSIdX9snbM/k6I2s3cm06qcJ17yqmGBXBn+9AzsXKe0NdxXfEcxVmjRpwu7du7nxxhvZsWOH6wErlNxYQE+Pe+H275SKUrUVoSUfaf8PnD9/npSUFObOnev22CVJKrXVbXmoW7cuI0aMoGnTplrACrBf18FL7chTEqqu1Zxr/H5VMY899hh9+/Y1NJR45513GDx4MJGRkSQf0em565RgT6R+3tZC5eLJTZw1A3FGdHR0pQWs+osdSZKYMmUKBw8e5LvvviMkJMRBHmDLpPoEEBKkFMUcMRRj6X77+uOCerwI1mVa3X2/DIVdjYverw9a3Z063vUNLLpWC/AOrYDZ/ZQim4qYLaqIoLVOK7j+Uxi7DO5dBXctUYq6nFFR8oD9P2pFT037azruQ7+5lpHOuggpthmLxr3Lf1FXp43W7cuZxVpVkJ0Ef9skXD4BcNWbJV98B0cpxv5qkmndG0r22hUSYuHzIVrAGlhL0bA6a5lcUdQgicAlH7QCU4As29+6UrateBwtr9RKSrAFrVoL1LG3Xs/o0aOZMWOGcR/6oLVWY8WrDQgyWXjh0fFMnTpVKwQpzvIKSvZqTdbp+nJTYe1rVDgJsYq2SqWCKoZbtmzJjz/+SPv2rtkXvfTSS4y7eyyWDFumtbSg1ccX2o2CnvfB8Next2jc+SURERElPtRVLl68yNmzrvnnqqSkpBha6LqE1Qr7lynL/qHOvVkd0Usnqsir1VlgeOjQIbZs2cKAAQPsDgZq1X50dDRRsu5Cq8RMa9ltvPLy8ujQoQPPPPMM+/btK/0BFcyOHTu4++67iY6ONmjZAZo2bWq3NNMXYvmp8gD/EEIDlMm3w1ZdABmvk7bY5QGS5hpgyLS6eTGrL+yq5SRordVMkzyd2eK67vLfz+CXhzXZlF7C8N982F0BHckMQWsxgWZFYsi0lkMesGWWtnzVG9DDJuexmmHnV6U/3iANqIDMoMkHQm2dvDzl9bz+TS1B1Odh1z7PBt3h6reUZdkK3/9P8XUtif3LYO4wrfiwVhO4dzU0LafEojSa9cd+XqrmxVgiaIU3gVDbX9lMPd3EarVy7tw5pTDIkGkNNmZazcag9cq+PXn11VcJDXWYMjcErU20wiBg0hOP0q9fPxITE5XqYXsmTFKKaPQUl2ktyFF83vTs/FJr4VceLIVK4G61wPLHNT0RaFfzlcDy5ct56qmn7P6den777TdWLfsGH8l2gizO7soZEY20Kcz4vRC3x+WHbtiwgXvuuYf33nuPU6dOAZCamsr48eNp0qQJjz/+uMtZPFCyjDExMUyYMMF126Zz27ULlrajSpZFqOjenwtHdrJs2TIOHKg8a5Xk5GT69+/P338bNXhqIVmfPn3sXY2++uorWrRowR133IGk77hTkm5Mr6vMiCM3N9feB7001qxZw6FDh/jggw/cch0oLCzUNMXlYMOGDXz11VdkZmby3XffFbudQdNq0QWtgUrQelBuglW9gD6uu5ZXp0/D6mtFo+XRtBo0sk6CVpNJ0xUmH3Mt25qfpQQhKkNegklH4bpPleIaUPq0l6eABrSgNaQu+IeUuGmF4BekHdvLmmnNSVE6WYGSfWvQHbreoSVLdiws0k61CBWpZ1UJtRUeZXogaL14UGuiEhIN/Z92/bE97oVONyvLuamwaAwcWul8262fww/jtXN+i8HwwF+K3K6yCY7S5H5nt5bN5cNLuOSDVlmWC2RZzpZlORvIK/UBFUBSUhKNGzcmICCAJd/prmz9jJZX5GcYg7j8YrJmapAhmZTsh6+WrY3ds4MRI0bQtm1bZs2apQWtAeFFp3WCIrWshj5odWr+LcPG90t/sSVxfgfMaALTY+CDDnDeIYBMrrypoi+++MJuv+WYuU5ISCBa11HMkOFwhe5jtWU3JA4bN25k0aJFPPvss/aK9bCwMDZs2EB+fj4///wz69a5NhlgNptZtGgR2dnZLF26tOQqaD16aUDnm117jC5off7hcdx0000sXVo5LQMzMzO5+uqr2bx5MyNHjuSff/6x37du3TpeffVVlixZYp9ZCAsLY9WqVbz66qt2Nw2QFN/F4tC9nkkP3mX3OXaF8+fP2y8qb7rpplK3l2WZcePGUbduXW699VaXnkMlKSmpSGHhhAkTCA4OpnHjxiV+5vqLH1810+oXTJgt05pLIJn1bQFJwn7lwjj5uGZ8Xq+jtjO9PMDdTKtBbuAkaAXocL22fOCXovfnZSj2TSr7f9BlzR6FQc8qsyHd74KetqLC3BQlcC0rsqzzaG1W9v24i9pQoKxB6+l/sBd8qcVEwVHQ8QZlOeOcMbPuDFXP6hMADbqVbRyOqL+5/PSqD6j+fFnL9g95UfEedhVJUuQd6vtnzoXv71JqQPQJho0fwO/Parf7PQn/W2b87VQ2zWxFf5YC7cKlGnLJB62eQLW7AggL0BUe+AUbAs4iJwDVeNoRNdMa1kDJ1PpqOsiE81r2plmzZlrQGuRk2lqSjF6tKvoMVZ9HtOng5HJmQncstF11ypBlywSafLWp24xzlXIAy8/P599/lWzBmDFjaNHCGMCcO3eOv377QVsR7GbQ2nakPftk3fM9zz71GKNHj+b990sO8o8c0U68nTopxSK+vr4sXLiQkJAQ5s6dy9ChrhWi5OXlMWHCBBo0aMDtt99ubD1ZHBYzxNqqpQNrOe+A5QxdkKfaXu3evdu1x7pJYGCgvU1vw4YNDZ9dYGAgU6dOLaIDbtWqFQEBAZrdVa3GStaqOHRykGCrEvyovedL48EHHyQxMZGVK1fSp0/pWShJkjhz5gxpaWls3brV5Yz4zz//TIcOHXj33XcN6yMjI/n33385efIkjzzySLGPN/i0WorKAwDiYwZrGx1ZpclGQDtJg1Ee4K6mVV/Y5UweANDmKu1i/uBy432FuTB3KHzSEza8rQQK21X9uKRIdvRc+aKW1dv1lTFr6A5ZF7WMWVUGraqutazyAL3uUg1iQLHfUimpnWp+pjZ71PBy4/mqPKjyAKhaicCxNUohFSiNDvQJB1fxDYCb5kPvh5Xbss3GavGdsO8H+Pomo5xu1Hsw/LWiRYeVTcPLteXzO6r2uSsQ4R7gAYKCgpgwYQIXL16kUf0gUC1RHQuxHKevnGVaZV3bVfWgr/N67dyhLdOmTeP48eNKO9flacodjkVYKhGNIOmwouWzFCrj0QettVspQUpWfPm9AuNtmj+TrxIo5CTDlS8rU5BqgJFyEup1KH4fZSAgIICzZ89y8OBBunfvXuR+k8lEVIBuiszdTKtvAHS9Hf79FFN+Osf+mM3KQ2b8/f2denaqLFq0iDfeeIMDBw5Qt652EB80aBCnTp2iTh3jOJxVy6uEhoYyffp0Xn/9ddd1rac3KW0lATpca/gelYhO0zp64GU0uOU2lwK2suDn58dXX31Fy5Ytue+++4iJcbF1ZmGuNhVdkp4VDEF4h0aRjBnTy63XExgYyMiRDubweRlw9E+ll7hDcHbttddy/PhxrrvuumI7Z+k5d+4ct912GwUFBcybN4/XXnvNcFHSuXPnEh6tYHWWafUPITRQO/6crT0Ae7nnkT80L2iTn1JdrRIQpvyGrWb3M63OLLQcCQxXgqojfyi2V4lHtCnVXV8rVdEAG95SAgH1uNJ6eFHni8AIpcjmx3uV22tfh/HFTOeWREUUYZUFNWgtyFS+0yVdfDlDDVr9go1WU4aAZif0vNf540/8pXXJaz7A+TZlwaCLv1g176nFDKt0Lgoj3nBuNeYKJpPyvarVVAlYrWbFUkxvKyaZ4NqPlYy/J6ghQavItHqAli1bMm/ePH799Vc6t9X1One0vMpxuJp2FrRmXVRMmUEz+9ZlWp967CFefvll6tWrpzgOqJlWxyIsFfuJQ4YMW1WvPqNau5V2VZybUnbPN4tZ06c16A5P7YcX4xQRfJTuPakkXWtgYKDTgNWO/uTrzIS+NNpcZV/s0VSZbsrIyChua0AJlps2bcrIkSOLBKOOAavZbKZXr1588sknJe7Tx8eHWrVquTZmNcsKmguCK+iCvEGXteXJJ5/kiiuucP3xxZCZmcm///7Ll19+aVhvMpl4/fXX7X6zLpFyAvu0aGk+iLpM6+2jB7F8+XLuu+++Eh5QClYLfHW9EijNulxx38jTvguPPPIIp0+fZtasWTRuXEy2UUejRo14/fXXAbj5ZhclHI5DsqVafbDga7U13XDItCb61IV6Nnuo4+s0G7TWw42NSSRJy7bmuNmUxD6joyvsckYHXTvmgzaJgKUQ/pmp20iGddO0mz2KCbw63aR1sjv9T9Fugq7gsaC1HMVYOSmK1AOUAir9RWlUCy2RUVJAo2YlAVqVzb/YKXoz/fI0kZBlOLNVadTwxxT4/QWlwNcZu77UvtOthrtvp+aIJEHviTD+j6JSl/qdFQ9WTwWsoMQH6qyhJ/1wy4kIWj1NEcsrN+UB+ip/9Yeim7KRbcbgycnJinmyxWaFU2ym1cGrFbSg1TdQObFUhMl18jEt2FZPjCq1ddP15ZUglBX963JXHgCG9/HRu28gOzubtWvXVsDAFJYtW8Z///3Ho48+yscff1z+HVqtcPgPZTkoSrHCcZXACHtXrIrsWjRnzhz69OnDuHHj7HKOMmPXs2Jo1eoU3wCtuMhF9wBZlov31N2zWAsELPmw6f/g4572wMff37/YjHlxTJo0ib/++osvvvjCNemHA6o8IBjdmP2CCQvUgtbMvELF6B40zR84v6BR3y+3Na2241dYjHGWyZG2I5VsLsABm0Rg31Lt8b4OGceIJsY2qXokSSk+UtHruF3F05lWcH+myyANcPh9m0xaZ6rEQ8XP6h21eYoHRRr9VctLqC5oLY88YOP7MH8E/PY0/PsJbP0MvhiqTNPrid+vZNlB6Uo24o2yP6cjjXvCg38reuq+j8ODG2HiJkMiwyNIkpZtTTlR/kJEDyGCVk9jsLwKLkUe4CRoVat5QScP0DKtXTu2ZcyYMXTt2rVkuysVZ7ZXqjwgqoVycKsIv0B1Cg8043KVKsi06jGbzfz999+kpqayfPlypkyZQux2nS1IWXpA6yrQI8gkONiFKnw3OH9emaoNCAgwTJEvXbqUhx56yK3OXwDE7dZ0xW2ucm+aTJK0TEkFBq0dO2rFPtOmTSthSxfQf9/0XZaKQ822uvh69uzZQ3R0NLfffjubN2/W7ijI1mX/dI4dWfFKcYaLJCYaf2c+Pj4MHDiwmK1LR5UHBOmDVv9gQ6Y1K8+sBa0qvkFF14Eu05rsui2VLGvygOL0rCpBkZrXZPxeRQ+/6f+0+8ct12aaAHqML1kz2OF6LQh2DGhcwSuCVjcTBsXpWVXs08cyXNhd9P7EQ5qLTMsrK1aTWRG2eXF7FYmII+ZcZZZj5bOK5/D5HbBwtNaqvMcEqOvCMcEdgqPgqukwYpqxSY+n0UsEqmm2VQStnqZIplU3ZeN4UMp3Mr2s14Q5kQdMf/Vlli9fzqOPPlpyYwEVx6A1N1WTKdS2BZN60Xy2VlTmFvoK1foOP+qIxprZdCU6CACsWLGCunXrMmjQIH755Rd++OEH3nrrLQ7u0B3gy5Jp9QvSTuSqFrAEvvvuO1566SUWL17skr3SU089xWeffcaff/5pr1LPz8/n7bffZvbs2bRu3dpQ8FcqR/7Qlp0FJaWhC/Jyc3LYvn07GzZscH8/Orp3787zzz/Pl19+yVdfueAfWRJxu7XlmK6lb69KHrIugsWM1WotsUjqp59+IjMzk++//97op7vlEy1b2/0ueHyXFngcWqHIZHRcvHiRqVOncu6cVgj5888/07x585JbirqJGrSGSDrDFP9Qu+UVQGa+WTnJ6QOlNlc571IXHKn8t+Qbj2klkZOiBBRQvJ5Vj14i8OsTmpa13TVKh5+bFypjjW5XelelkNrQ0jYdnLAfEty0aNO3ni3Nx7kiKU9XLLueNcSoZ1UpTfN4tJKkAWA8p5TlwtdSCD8/rLnt9HtSyXAOmKRts+1z+PQKxSdVTeC0HqEElpcKjtrlaogIWj2Nvq+3b6BRZ+SKPECvx4qwBa36wNes27/bQes5Y9CoTqtWhDxA1VYhFS208vHVshf6IjBH4vfDD/cqurYyTnW0atWK1FTlinvFihVcd911+Pr6Eh1i+2n4Bpbdg1HV6GWUHrQuWbKE6dOnc8cddyj+vS4wceJEQ7bNz8+P8ePHAzB69GhDMZcdq9W5D6NaMGDyM1YSu4o6vWfOpUOrxvTq1YsnnnjC5YdnZ2czfvx4u9cqQP369ZkxYwZjx44lKqoc1jCyrHUAqt3aNUubcDUQkXl43E1ERkbajfmd0bhxY5o3b46/v79WhJUZD5s+VJb9ghW/0JA60H6Msi4nWeuKA6xdu5amTZvy+uuvM3OmotU8dOgQd9xxB9nZ2dx0003s3VsxVjVq0FpEHuCYaTWZoLVuWrM4rXNZGgw4awlbEl1uNRaAqajtMxtdDs8chke2umYl1PkWbXmfmxZt9tazTSutza9TyjrLlZ0EF23azia9nUsxDO1UnQStBj1rOfWfjpRXHrDxfUiwzaY06QtDpyoZzqEvKy1X/XUXWqrUpf0YuO0b94vZqjOlfcbVABG0ehpVHuAbpEyz6gNOR/sYZzojg6bVFnDqMq1YdAFQbpq2rC+k0BPeAHvnjPRzxul5ddpef+DMKkOmVZY1n7jaLZ0HhWpWNyveuSwCYNVkxZNx9SuKz+tvz4C5GF1hMbRt25YhQ4bw0EMPMXHiRG666SbmzZtH6wa2zFFwnZLb+ZWE+nnkpjDzvRk8+OCD9mDEkf37lSC+YcOGREZGlunpTCYTycnJxMTEFO2aBkq3lhlNYPYA48VG+jlt+rz5APd8ClV02aYBXZWLmwMHDhSv83Tg//7v/1i4cCHXXnstWVnFfN5lJf2sFki56iupez2BhWlkZGRw4sQJRRvuhPvuu49jx46xY8cOwsNt79/OL6HQljXv+7gWCBfjO9qrVy/Fmgv49ttvMZvNtGnTRpklAZ5++mnFAaQ8HF0D77SgzTbFozRIb03tH2zItGbl27JWfR9VLohbDS8+C1+WBgN6W73S5AGgBBe3fwOPbFesrKJaKJk0/YnYnSnrdqOUiwlQJAKuyhoK87TWs1UpDYCyB63HdHp6Rz2rSlh9CLcdsxyzcPmZcNrmzxrTzZgZrQh8/bXvkLtBa/Jx+Ntm/eYbBNd9bLyQ6Hg9PLkPbpijZOvDYpTvz80LXXdIqSkER2le6+d3uP6d9yKE5ZWnUafS1Ks9g3uAK5pWW7YitJ7SnACM3nnuZlp9A5R9ZcUr02+Jh7X7nGZay6BpzUrQJAeOelYVg671RFFdkMVs7MhlzlX8GX0DFS2Ri0iSVMSw/+6770Z+51XIoWx6VhWdrnX2Oy9zKNHM0KFDnWYgt23bRmxsLGlpaWV/PhTZwJQpU/D1dfhpW63w21OKVc7FWPhpIty5RDm4G6QBDlZNrqKr/r3pqv5Ed+hPt27dXOrglZOTwwcfKPrOLVu2kJmZWbTrW3lQs6zgfFrUGTpHhL6dm7P2UBo9e/YkN7d432CTyWT31wW0QEHyUaqKVZr2UzKTOclw8FfFt9HHl7CwMF566SUKCwuZOHGi/TN89913GTJkCFdfXQbZhh6rRTE4z0mm0YnFhDGMEEmvaQ0lyM8Hk6QUatmD1rrt4alSWtKWJdNaWjes4ohuA6PL2dgElIvldqNtBV1nlE5BrrQl9ZSeFcp27M1OhtUva7dLmklpeJmiW804p8wUqL+Dk39rLXGLK3ArL6H1lESNu12x/n5PkwUMfVlLeOgJjlJsCLveXv5xVncaXq40DMpOVC7o9VrwaoDItHoaNdOqXvHrg1YcTvjO5AGqLZXeLkafaTUErWnacnFBK2iZi7QzsO0Lbb0atBo0rWUIWksqwrI/l85BwFkxVuJBLeCv10nr5LXnu7LbcKlYLUjqBUNZ9Kwqus+kZxslgD1xwrlGNzIykv79+3PNNbbpz6RjMGegTadVSltFHWFhYUUDVlAqpPXv+7HVsMXmOnBYF7S2LWNgpMtMXjekF++//z5jx44tYvTvjODgYDZv3sz111/PU0895br3qquUKWjVxnDTiH7s2bOHuXPn0qiRC9pLUC4Qz9n6kDfqoRQSqfj46iQCSbYuRQqTJk1i8uTJRbLto0aNwlTeaejDv9usvxQipCxjIZZfMJIk2YuxMvPMjnsoHv10vFrgUhrOnE+qmo43assnNrj2GNVDGkp3oqhogiK1VrSuHHtlGVY8oWUvu95R8mxDcZpH/YVtRetZVdQL3+xE1495KSdh7/fKcngjreOZoHiqua5VBK2epqRMqyOOhVh5Gdq6CH3Qqs+06k5KhkxrreKf58qXtcrafLXta4RWBBAUhV1CUO6gtZjpTn2m1ZntlT7L2vth7Qo6J9k4FVYWclKwXzC421hAj04f/OozD3D06FFD16sS+fMlpfPM7m/g5F+lb18S5nxY97p2Wy1yW/safHOrdrKu16nsV916TZqLNlF62rVrx08//WT3H61Q7EGrVPz3zRFd0CqV8Hq2bt3KqVOnit6hN2Fv6UT/V1pr0spg8yzDzQiyCTHIA5QLvzBbgwF7ptUVyqRpdaGxQGXTVNc0Qr3IKA29fVppnr8VjclHe6+LO/ae2KD4Ac8ZCIvvUrL5oEg8Rr5d8v6dFWPlZ2rd0EKijdtUJKqDgGxx/Tu06QPtd9b/yUtvur8sVPMmAyJo9TT2TKsrQatDplV/Mq3ITGu9DlpLOpXaLTRtp4+vduAsi6ZVH7Q6erTan89BHuDIeV3Q2qiHcdpHvfIuK/qmDhWUaW0R5U+rVq2cZ0EdST1tzGyoJ52y8t8CTUbS6WatWtZqhqOrtGm/tmWUBoCxgrocPovlziY6Iuvse6LbOq98d4b+9RRTzSzLMg888AAtWrRg1KhRWCy67NBxneTE2XRsswGahu/gr25l08vEuf/grNHrNkLKJsggD1CCVjXTmuVOprUkTWvSUVj+uDGjD5o8IDCibDrqiiAoUuuQ5qrGz5NBK5TeyvXPl5UC1rg9cPg320oJbvis5OM+2LKwtuP8sTXK+7FvqTbL131s2btGlYa7DgJpZ2D3t8pyWEzZWrBeisR00ZJSrl6oeREiaPU0jvKAkq4UHeUBqjQADPpJwz7MukIsVzStKoNfME7ZOU6DlacHthq0BtcxaAcNhDfSGi04y7Sq0xoB4cpJp1FPTV92eKWh45Db6F9TBWla7f6GTvj000+ZM2eO5u+5YwEGacih3xRNalkozIW/31GWTX5w5UtwxUQleFUJradoWR0vVNwhrGimNSUlhYULF7Jt2zanD0lISHCpbWm5SD2lXay5Kg0A5futTsPqLg5//PFH5s5VetufO3eOgwcPIssyPj4++PjYioBkGY7bsv2BtZybsPv4KnpKUGzj9BdylYFDlhWUTGuwPtNqOwapxVjOMq0nErP4eN1RzqY42Frp5QGOWbK1r8HORfDd7bDrG229mmn1lDRApVEP5X9uqvMLZEdUeYBvkFa4VJWosz/ZiUWD7PRzRjtBlQFPF1+ApScgTNsubrdSoLZ9vu1OqXQrsfKgPxeUlgyRZVj3htHiyq90KZIAJUGm2v6d32H0iq8GiKDV07glD3BwD9AHrWH6oLW4TKsbQat/iHEqqYHDiTdUDVqdHDhLoiBbs7Gq37n4ynyTSesb7qhpzc80toA1mZT9dLlNWWfOK192ssIyrbrPpBivVlmWefXVV5k4cSLjxo1TKpN3GtuWkpVQ9iviU/9oQcRlY5X3VJLgxi/gqViYcgEmHYE7F7tmE1QcgbW0711mAvv376devXqMHz+e2bNnF9lclmXuuusuOnXqxLJly1wq2CoTej1rTDfXH+fjCyG2zI8t6zNp0iRuvvlmHn74YbZt20bjxo1Zvnw5QUFBPPjgg9pjU05ome0Wg4uvaNcbvFdmxuPUJji4vMjqCCm7SCEW6DKt+WZ7u1ewZZa/2sF7fx5h8jKHILskeUCSalsnwy+PwN6lUJCjbectQSsYZUfOkGXNH7Z2q6q1u1JRv5dWc1H98OHfteWr34aHt8L96xTJl6sMf01b/u1pzUqq9XCIbFq2MbuCwfaqhEyr1QorJ2kzaiF14fJxlTeumkjTvsp/S0Hp33kvQwStnsRSqOlxXAlazXnGIqNiM636oFV3UlItr0y+rnmPthsNN82DwVOgp0MfbzXTai10vfACbAGr7URYr2OJm9p1rdmJxuznhd3aPvQnHDVoBdi72PUxOWLItEYXv11p+AbYTzBy+jkWL17M66+/bgjiTp48ae921Lt3bzjws3Yyr9NW29ehMgbhasYPoOMN2rLJpOgIy+pB64gkaZmSzAt06NCBOnWUgP+XX37BbDZm7VavXs3atWs5cuQI06dPL3vQeug3+PY2WPkc7P6u6MVBWYqwVFSLKtvvTH09hYWF9pa8V199NXv27GH06NHa4/Sa6pIqtRv30pbPOs9Gl5tDK+GrGzVvSt13IILsIh2xAIPtVXaB9rntPJPGsYvKbM+es2nGzywwQnFJgKJWfYYARIafHoD1OocPV+yuKpOG+qC1lIuH7CTt4r9OFRdhqYTrpCv6joig/B5U2l+jdHpqeLl7tn0NL4eudyrL+jqKHhPcH6s7uOLVarXA8scUpxhQzpfXfXJpea1WBPo23ac3F7+dFyKCVk/i2A0LSu6/DcZsq9603hC0lmJ5FRjh+kGs880w+HnjPkG72gf3JAJ6m5vS7GIa99SW9ZW9ej2rXlReu6V2Ajq5UdGGlgV9pqg8hVigFchlXuC+++5j6tSpLFy40H538+bNOXr0KF9++SX33Xef0a3hpi80V4SDK8rmqacGUH7B0PiKsr0GV1EzZunnMCHzzDPPMH36dDZv3lxEy9u8eXNuuEEJoN5+++2yaVnj9sDSexT977Y58PNEmHUZHFmlbaMGrZKpeKeK4lB1rXlpUJjLc889x1133cXSpUuZPHmyfbPWrVsj6X9Px10MWiObab+js1vdG1tpFOQojQ2+/5/SpQqUyvF+mt1ahFRMIZa+wYBOIvDLbu14k5lvJilLJz2SJC1Tr//9mPO1i1rV4F22as4V4LkiLJV6HbUL/fOlZJ30zgF12lTemEpC/7yJusLOvHSt61VM1/K9r0Nf0Y49oMggWo8o+/5cQS8PcGZ7Jcvw+3Ow+2vltm8g3P4dtKnkcdVEmvTGrl0+vanETb0NEbR6Er2WxB60BjjfVkWvazXIA3RX3/p9OHMPKE0a4AqGdoJuFGO5UzHcapi2fGyNtnyumKAVoNsdtgUZ/vnQ9XHp0QfhweXQtIK9GEvKS6dreyUzc/jwYXuWSpIkWrVqxdixYxnUpal20mw2QDnxqJ6IqSchIda9504/B0mHtf05XnhUNOpFiNUMGeeZNGkSU6ZMoW3btkU2bd26NcuWLWPfvn0MGzasyP2lkp8FP0wwNs8A5SJt2QPKBUviYU37HN3enkl0GcNJNB6TycTXX3/NzTffXPxjzAXKBRMowUVJWURJ0rKtaafL1r7SkYJs2PgBfNgZ1kzVZnJ6PwLXfWoomArHoRDLz1iIBVoxVqHFyoq9RheFk0kO7YbVfefoZl70GbNON8Kw1zStsIqn5QE+floWPn5fyRq/JF2QWNsDRVhgnIFRf9+gtFm1F1WOplyEx8DAZ7Tbl9/jXuOGslCaPGDT/2kZVr9gxWe6dRmOHQKluVB9WxH02e3G2hcvRwStnsSQaVV9WkvLtOqCVrUrS3Adowjdx1ebqnOaaa1VpuEaKKtXqzuG4vU6aQeyY2u0YiQ1EAlvVLSQq9tdWvZq51fGrjuuote0ljfTqnMQeO+Vp9iwYQMHDhTT51xfcKYG7KqfJyi96t1BX8Fe0W0XnaHPnOsN2G1YnRSTGcz43eH35zVtdIvB8MAG6HyrcjsvDRbfCQtGaR2pyvL6XXAQKEL8Xu05WwwpffuKkghYLbBjEXx0mVL4pH6HTX5KoHjVdEUSouuEFyFlG9u4OpEHZNoyrZuOJpGSbTyxnUxyKAxVL/D0mVZ9QU1ofcWWaNwK43tbt71bL7VSUC9+rWatW58zPO0cAEpzBRV98xe1FTMo3b7KS5/HoM+jSsDa99Hy7680AsKU4jYoWoi1Z7HyvQbl3HbLImgxqPLHVMPIN1tIzS4gOSufwkY2uzdzrlFG5eWIoNWTOMu0mny0gNMZBnmA2ljAiRm7Ot2lZqJkuYIzrfpWrm4ErfpMa2laNknSgrfsRCUgyLigBeuNnPgF+gVpU6DWQq33uztk6074AeW04tH55/Zp34hBgwYRExNjnE5WcdbWsvUITee880tl2tdVDNpKzwatsizTqlUr7r33XqfBq1vsX6ZNEQbXUdozNugO187SqmIT9muBW/NBihuGuxiC1gvFb6dHP83vSnclvWTjXBmD1tNblNa8vz6uZah8A6HXg/DEbiVQVL9v/mH2TKfBPUAy2Y8ZzjKtP+8uWkh4wjHTqsoDzLna91Qf7KsOE836wcRNMOAZGDPTO4JWvTa+JImAPmit6sYCKkGR2oW5mvk1FyiZVlD8WIuzEnQHX3/lYmfMzKrRjEqS9h3Rf2+Sjys6VpUxM4UkoAz8dSSRbq+tpvu01Vz+xhoe36KbedI1OPF2RNDqSQxBq+4LVNI0boEtaC3M0zIaeo9Wx32omdaCLG2qsEKC1jJmWtWgNSDCtXE4SgT0MoHiTK57jNeq/ncuMsooXEENWkPquFfA4Az9Z5NhPPHv37+fqVOn8vvvv5Oenu4gnbCZ/AeGQ+dbtMf/M9O157VaNB1wrSbOWxtWNGpPaygStC5cuJCTJ0+yZMkS1q9fX/bnyLoIv+mmLW+YrWXb/QKVDEyA7nvV+iplGrEsBWf6oNXV79AZnReqKxrimG5aswd3M605KUrHtAVXK615QQk+LxsHT+yBUe8UleCYTPbfXbiUTbAqD/ALsX/Xw3SZ1qx8M9n5Zv6MVab564Zpx6aTicUEraAVY+mneUN1syIhdRTdZGVaKLlDI51+vqRqalXTGt7Qdc/fyiDaJhFIOaEU557+Ryuaajeq/MctT6F+R7ISNA3/qila8mXgc4oLisBtPll/jNxCzQ96q6WddqcIWqsPkiT5S5IUIklSCFC1Rm/OCrGgqERAP52vygP0mR99EZaKmmlVNa16uyvdFGGZcdS0pp1RTqC/PqkUE53f6bxwSJUHuFok0GKwpoGL/RnWvKrdV1z20D8E+j2uLFsKXA/0VNQMXXnsrlT0r1MX+OTk5LBq1Spef/11Ro0apVSj6zOt+sdd+bJWFPHPh0aJRXFc2KX5k7YcWjUnsRIyrWazmZCQELKysnjrrbfK5hYgy4oFjxoQ9by/aB/0qOZw6yKIaqEEb7d9XXb/Rr29T8pJ18anZlrDGxm71BWHX6CWHb6wy6hBL4m0szB3mNIxTaXFYHhoM1z7UfH+x2A/nhg6Yun0vmpHLFAyrWsOJthPdjdf3ohoW+BaJNPqrMGAvqCmpDF5mvCGWsBUXKbVnK8Vd3oqy6qiFmNZzUrgevJv7b7KLpiqTFTZWWGOkmg5ukZrtFKnLQx6znNjq8YkZOSx/ZTym2xYK4hezaNIIZwjVtsx6sxWsLjRTMSDXPJBKzAFyLL9rStl24qlUKc39dUHrQ62V/psnSoPKM7uyr4/h0yrancFFS8PyE5SNIa7v1GM8VdOgi+GGCuEQcksqwGhqzY3wVGaI0DCPi273PM+TUjujB73ahq7Xd8oBSrO0FuIgaKbVU+45WksoGLwaj2H1Wrlgw8+oFWrVvz444/2u6644gotGDX5GYsS9EUR5jxY/Urpz6uXBlSFnhWUz8o/TFl2CFrvv/9+jh49yvLly1m5cqVzeURp7P9R89+t1RSGvep8u5ZD4PFdSvBWnraOtZpqF0yOXsHOSDujFR7ptaqloW5rKShZT6mSdBTmX62NKSwGblkIY392barddtEaIeksr3SZaL08IDPfzK4zafbbozrH0LyOsu3p5GwsOh9Xp16thkyr7jvtbUiSNnOTdsa5jV/KSW22ylPOASrRumKsxMOaa4DJ1zVZireiv7BJPwd/6GQ9V79Ves2HwCkr98XZc0j3DWjO/Ht6UjvEn21WW7a1INN5UwovRASt8CYQavsrwZ+mEig20+ogD9BrVlX3gIxiWriqlJRprYig1T9Ys7BJPqbpqfRs/dyYbTVkEt2oGNZLBEDJYg2dWvJjAkK1tn4FmXDAwVw9Owm+uQXebKi1AgQlO6memCoi0xoWg91aJOM8H3/8Mc888wxxcXEUFBTwxx9/8O6779KwYUNdh6CGRU3Lez+iZTJjl8GGGSVXfKrtGyUfaD6w/K/DFSRJG6OTQqyYmBjGjBmDv38ZAskTfylZVpXrPqn86Vlff0VaAZDsQqck/fS+O4GDoRirFOurlJOwYKTWYa1BdyW72vEG17PptkxrODmESLaLWp29kb4QKyvPzLlUTcbUIjqEFragtdAic153n3N5gL4QSycp8kb0gaCzz9tgd+WhIiz78+uC5gu74IKtOLXh5RXnvewJ9Bc2nw/R3vO2o6ru4rsGojp/SJJy4Rka4MtjV7biX2sHbSN9Ywov5pIPWmVZLpBlOVuW5WzQmxZWAc4KsaDo1aT+6tOeaS3Go1VFzTBVVtAKWrY18ZBmtdLrAW16Kv2M8USudgkC9wzFHYPWa/7PtV7l3f+nLe/6Wlu+sAs+HwxH/1Q8LLd8ot1naCxQAUGrj5/2+aWf57777qN9+/b4+flx2223MXz4cCZNmqRoUNXsubOA3i8QRugM2Te8pbyGuD1Ft43fp61vMajiPm9XUKfUc5LL10pXRZYVecdX12vf4Z73Q/MBJT6swlAbXKSfNc6MOEMfcLqTaW2k2/bMluK3k2VY8aSmIW/aH+5e7n4nM1um1VeyEoXtM9IFOkaf1kLOpSoX17VD/An297VnWgFO6B0EDJlWVR5gy7QGRVa+5Vp50eu+VWcKPXq7K08HrfoAe893WjvTpv08M56KQi8xMtvOjz7+MOINjwynJnAhLZcdp5WZg57NoqgXriS07ryiKUci+pAnK/FG/u4lZfMCr2Iu+aDVozizvAL35QFhLmha9a4DARUctOrpMUGZulfZt0RbdsejVU+DblDXdkXY/X+uV47Waa0Vw5zepFShHv4d5l1lHEtCrCafqKgWrnrUzy/jPMFBQSxevJitW7fy7LPPaqb6WQla4F9cFrr9NTDqPU1KcjEWFo4xZt3BGKB3r+KiBf1Jx7Fbj6vIspIZ/2ECvN9WkUOoHZ263qFUNFcV9kBGdpo9NqAGrX7B7lVvRzTUithObCg+ON73g1ZcV7cD/O8H1y7eHNFp5H0k20lKp2k1WF7lme3Z1EaRyvdOH7QavFoNmlZVHmCTS4R6sZ5VJUoXtDqTgyTpAllPebSqhMVoUpxM3e+/WX/n21cX2o9RjvENuisXc80HKe4gVVFIWkNZuU/7flzTRZu19fc18chV3VhjVVq0B2Sc0jL2XowIWj1JcZlWRx1emDN5gD7T6szyyol7gEpFTR85TvfVbg3R7ZQuQOoJLPYnTTdqkAc0cf15TD4w7lfF33HMLPfGqM+2/vGC0kFJ7RBkP8nKWkbYkGmtAE0raJnwgizIz6RLly507+7QUrS4IixHet0PD2/R+tbnp8MqrTsT5nytJ3dQpNKKtyopxavVJbZ8AkvGKhpWNegx+SoB+/WfVW3GrrRARiU/S7HZAmWK1l3tXftrlP8FWUZ/XZXcVOPnfM2HZbchclaIqbto1mtaz6fl2r1aG0Uq27SI1mQZhqDVMdNqtWjygDAv1rOqGDKtTj7rxIPKf98g55KsqkSSjH6toPxGKrvrXWXjG6BIfx7YAPethnHLlaYUgjKjSgNMElzdyXjxOLpzDJsCNT/pnB3laH9eRYig1ZMUZ3lVJNOqy6Q6ZloDIhRTZkfsPq35SuZKn9V1tzNQcThOn3e4TjmY+vhpPc5zkrXskL7q3d1+4yF1lClhd9t9drxBe2+P/qkF8b0ehJvnadup07KGxgJOMsllQS/vKK6ntjvSiajmio1TLdtUfOxPSpUtKL3H1SKSLrdV/ZRsCbZXLpEQq5mIg3LB1vlWuPdPJWCvaiuf0gIZlfM7tGywO9IAlfbXacsHfil6/9ppmizgsnHQpBzBibPmIv5aIBrirwWtB+O0GZpGUUqQ3CQqGJPtYzAGrQ6Z1pxkTR9eHTKtIdFa9tJRHlCYB/G2i5KYLu4fhyoDfWcsgAaXedaGS+B1nE/LZffZNACuaF6bumFGJxVfHxOt+l1PhqycI637likXm16MF/zyLmGKLcQqIdNqt7yypfyd6VnBGKyY843V834VlGkNcci0drhWW1a9RQH2LVX+q1PyPv5FH1tZBIRpAbRKl9vh6hlKVkJt5KD6a2bruvlUlDxAX1xQXGclVzOtKv7BSuZRZeUzSnZr11faOn2WuaooT6bVnA/LHtQ8GYe+Ak8fhJu+KN6Tt7KJaqEtO9M5qui122XJdjW8XJP5HP7dWGR3YRf8N19ZDq5TvGuCqzjLtOouZE0myZ5tTcrSLLjUTKu/r4nGUcryCb1Xa2AtzXM2/ZzxAs3bi7BAuSBSL1JSThj1ffF7NfmO3tPVkzhmWptVcz2roMLZdUZzwRjewflsxy29WrFaVo5ZoYVJFBz/2+l23oIIWj2Jq5nW4Cgtc1qQpUy3q8FPcUGr3oHAnGcMWitKHqDPRNZqCvW7aLcbX6FpMw+uUDrkqEFruJPq+MrksnHacuur4LqPlef3D9E8Ms/vUIImfaOEiijEAtcyrc4aC5RGmxFKdhuUAPGd5trUckw3qN/Z3ZGWn1qNsbsluBu0bnhLsTUDaNIX+j3peZP0Wk2VaVdQApni0BdQlSWoMZm0lr356ZrvptUKK58DbAHUiGnuF1454jTTajwm6CUCKqqmFTRd64X0XPJUw3KTCep1VJbj9kC6TsLkzR6tetSgNT/DKBU6t11b1nfP8iSOmdbqrmcVVDiH47WZko4NnOvfI4L9SG+tzfSc3/iV0+28BRG0ehKzPmjVpe0dg1b/UG36Lj/DFvjYTmLO9KygBbmgZK4qQx6gz550uNYYYJhM0PlmZbkwGw78rEka3JUGlJcmV8DN85UK1FsXGfWGTWz9ly35SkbLUIhVQZrWUFeCVn2m1Q293NUztClNPZ7IsoKS4Vf1fu4ErZnxsNmmV/YPhRs+U7TMnsbHV5NhFCcPMOdrQWvdDmUPKvUzFQdtEoF9S7T2ro16KrME5cWpptUhaA0sGrQ2dhK0yjKcTtYdW9SAzpwLJ3Sdz7zZo1VPcRpmQ9DqLZlWXdAq+UDjauzPKqgUDumC1nb1iy/aHDj8Ri7KtQCIPvsHcmlOKR5EBK2exNVMa0CYplvNz3JoLFBMgONbQqa1ouQBLYconWHCGihWV450vUNb/vs9zZbFnSKsiqLTTdD3saLFK037aMuxP2ttYn2DnGekyoI+uC9OHqDqfUOi3SuwCW8A96yAPo9C+2sVXVvXO+Cyu8s+3vKiSgTSzriuj9r7vfb9GPScUWbgadTsW+YFZcbAkbPbtIvCFkOK3u8qTfposxeHfoNT/+gaSUgw8p2KmaFwZoHmcCHrLNPasJa2TQuDg4CuyFMv4zi0UluubplWMMpB1NauYTGeL8JSqdVUO5Y3vFzoWQVFUDOtMRGBRAQXXxzaqn4Eu8KVY5fZCgf3l9DK2MMUPTIJqg5X2rj6hSgZJ/WAlJ9ZukcrGDOtjprWipIHBEbAI9uUrkHOpnGj2ypX/2f/NWYt3LG7qmz02Ymtn2nLPcZXnITBJXmALdNalvemQTflz1uIbKZYjFkKFO11aa9JlrUGDyZf6HpnpQ/RLWq3Uor4QJEIOHZiUwsNQWmlWlZMPtDuGqWrXE4yLByl3XfZWGh4Wdn3rccFeUCYQ6a1TmgAQf5a5lvvILD/fAZXd7LN+DTUTZ2n64oLq0MhFhjbs6qZ9Yw4Tb7TqIfnJSsqPr4w6l3Fp/XKlz09GoGXkZVv5kyKEmO0re9kNs6ByEEP8e7mblw25CYGd/Sic7QDItPqSfSZVn2Qqc+SqhlWdQq4oLyZVqnsVjnOMPmUfBC/fFzRdVUtDyiJ0OiifcQjm8GVL1XccwTX0Qq+nGVa89IVHSO41ynMW3G3GOv8TqVBBSia49AKcm2oKPTFWM5sr9Sg1eQHTfuW77m6Opn+D6xVegc4d3BFHuCQadXrWQG6Na6Fn4/yu994TCepqd3KuQ90dSjEAuef9Xld1slbpAEq3e9SZlrK4yYhqJEcSdCkAa4Erb16XMGzjz/J0M6N8TF5yYWZE0TQ6knUoNUv2Bj46TOtatCq/i/MgQu7tfv1FkN6HDOtalbXP6RqMwUdri96EvO2wMyx5ea1syq2FaLJpJ20nWVay9re1ltxN2jd/Y223P2uih5N+SnJ9io3TTPkbtyr/FO0TXrD2J+UIPXKl5QM2oQ/Kq4oECAgAhmHY0Ap8gDHoDUkwJfLmkQCsPdcGmk5NrcDkwkaOngQ+wU7t+XzRoKjFH9j0D7rc14ctAoExXDYoGetJr8/FxBBqydRA0nHzKde02oPWnUnQ7XAISiy+E4h+gYFenmAXwUVYbmKfzB0ucW4zpvkAaAZ9YPS0av5wIp/DrUQpdSg1cvem7KgD1r1rS+dUZgH+39QloPraC2AvYmSGgyc2qj5s5ZHGqCn5ZUw4GkY+CwMnAR121fMflVMJvJ8HIJrR/eAQMegtehxY2AbJSMuy7BJn211tCcLrec9U+quoH7equ2VGrRKPoorh0BQDTjsYhFWdUMErZ5En2nV4+NMHqA7yai2TI2vKP5kYMi06uQBFeUc4A6XOUgEvC0w63Sz0nr28vEwfFrlPIeqa81N1VrrqrjTWKA6UK+DonMGZeq/JA7/psgjQGmG4G4nqaogopF2IemYaa0oPWsVk+frkHlxkAeEOWRaG0cVlRQNbK3JODYeKSForS5FWCqqXKjQZtOnZtLrd/LM8VMgKAMH4zIA8DVJtIyuOUV6Imj1JGrQqg8woWR5gJ6STMwdmwvY5QEe+PLGdNGm1eq0rfouTaXh4wuj34cxH1ZeBa7e8scx21rTMq3+IYr1EyhSlpIcBPbo2gZ287ICLBWTjybDKS5oDQhXnBuqCXk+DseTMmRaOzYIJ9JWkfz30URk1YzfWaa1OqGfvYr9WTt2CmmAoJogyzKHbZrWFtEh+PvWnFCv5ryS6og90+qKPMDdoLWYTGtVywNUbpoLA54xtk69lNBnmzIdg9YyNBbwdtRK94JMSDrqfJucFK0ZQr1ORavyvQk1kMm+qJnmp53VbJGaDVAufqoJuaUFrQHGjLejphWUzln9bdnWuPQ8jifarK/C6kO47uKrumVa9cVYdssxjM4IAoEXczEzn7QcpYNb2xokDQARtHqW4uQBTt0DHDKAJl9o4FDwUNw+PC0PAEXnOPQVz3Rp8gb01dNZDg4Cqkerb1D5ux15C/ps2/kdzrc5uFzzZu10U+WPqTzouw1t+kD5r7ZWBWgxqGrHU06KBK0OxyDHTGvDWs4dRwa21grEftl9gam/7GfUzI3ssOgCv+riHKBiqBOwZY/rtDU2fxAIvJhDNbQIC0TQ6jlkuYRCLBfkAfW7lByA6nWx+Zkg26ZoPSEPEBh9Kh1tr9JOK/8jm1avgpWS0Geligta9/+oLXe6sXLHU14uv0cz/t+xCI6t1Tp4BYRDxxs8NrSykFNKplWvaY0OCyDQz3l3sgE6XeusdcdYtOU0B+IyWJWmWfEdz61mx5zarbTWvQDdx8L9ayvWUUQgqEQO2fSsIIJWQUVhKdQCySKFWKW4B0DJ0gAwygNyUrRlT8kDLnUMDQYuassF2ZrG1Zu6QJWX6Hbad81Z0JoZDyc3KssNe3j/a/cPgf5PK8vWQvj2VuU/wJAp1S6bmGty3T2gsRNpgEr9iEDa1DPuy9/HxHJLX5LkcC7KtXj5QAMsVrn8g64qAsLgqjcVF5Hbv4XrPq4+ll0CAUbnAFc8WqsTImj1FMV1wwLnQatjf/nGvUrev14ekKsLWkW2wDMYCrF0mdbU09pycZ671REfX80eKGG/sZEGwIFfsE+9ers0QKXHBKVlMWiyhrodoef9nhtTGdFnWmWfQKXYTIfep9VZEZaeMV2U98THJHFv/+b89/Iwlr94K080+Jb++TPZHG9i2c5zJe7D67jiQRj3K7Qb7emRCARuo8oDwgJ8i5X2VFdE0Oop9CfxkoJW/2LkAW5lWpN1+xNBq0fQB636QqzUk9qyt2cb3UUtxrKaIX6f8T67NECCjtdX5ajKjl+g4puqZ/R71aoASyXHpAtancy+NIkKtksEejaLLHFfEwe3ZP49PVj79CBevqYD4YF+1A0L5MUxXSmUFKnTu6sOk1NgrsBXIBAInGG1yvaiyFb1QpFqiuTMhghaPUVJmVZ7EYuk9LoGozwgojFEFNO+VUWfaRXyAM/j6w9BtiIrfaY1RRe0RtWgTCsUX4yVehrOblWWm/aD8AZVO67y0H2sZud1+T3lb9vqIbJ18gBnQWtIgC/LHu7LZ3ddxu29Sna08PMxcWW7ejSrY7wg7tAgnFsvV3yHL2bmM/uvExUwcoFAUBLn03LJNysNT1rVIH9WleqXIqgpmPO0ZcegtX4nePhfpZe5WskaWEu73xW/QH2mVcgDvIOw+spnYci0ntKWa5I8AIoPWrd8oi17ewGWI77+MH4lXDxU+myHF2PItBZzTGhdL4zW9cqnh3vmqjb8uvcCOQUWZm84zshO9WkfU7MseAQCb8JuPQe0rFvzglaRafUUBnmAk+xn3fZQp5V2u1ZjpWNQRGPo+1jp+9e3cc1J1ZZF0Oo51GKd7Iua4b5dHiBBrRri0apSq4nSmhW0oDXjAuxYqCwH14aut3tkaOUiKBKa9gFT9T186jOtlTn7UjcskCeHtQagwGLlicW7yCssodmEQCAoF8cTs+3LNakTlkr1PepWd0qSBxTHjZ/DU/s1rWBJFJdpFfIAz6HaXslWTWesygPCGyiayZqEJGnZ1pQTcHQ1bPo/sNja2PZ7QlxEeYisKgpaAe7t34LeLRRpzJGELGb8fqhSn08guJQxZFqja97xVQStnqK0TGt50WtaC7QvsQgSPEiYvhgrXsm2pp1Rbtc0aYBK+2u05cV3GbOsPe/zyJAEkK2TB1T2McHHJPHBrd0It9loLdx8ioX/nNTavgoEggrj+EXlfO/nI9E4quYlqUTQ6inKkml1B99isnYiaPUc+gYDWQmQcV7z+qxpzgEq3cdqwaklHywFyrLIsnqULCmUw1al1arVFY18OWlQK4i3buxiv/3qrwe4e/424tJzS3iUQCBwF1Ue0LR2CH4+NS/Eq3mvqLpQkuVVRaDviKVHBAqewzHTanAOaFblw6kSJAlGvWfMqoosq8exynBLwSvcmv8ylr5PVclzju4Sw3NXt8XHpFjwbDyaxIj/+5ufdp0TWVeBoAJIzy0kKUuRX9VEaQCIoNVzGDKtlZDCN5kU9wFHhKbVcxgyrfE12zlAjxq4DnwOolrCmI/ExZOHscoyGYSyTW6PqQqzMQ8PbsWyh/raT6iZeWae+n4PD329k2TbyVYgEJSNEwY9a80rwgIRtHqOQp3lVXFT+eXF2X5FsOA59K1cMxMcGgvU4KAVlMD1yhfh8Z1GnavAI+i7qpqq2Hy8a+Na/Pb4AO7t3xz1qf+IjeeaWZvYey6tSsciENQkarpzAIig1XNUdiEWGIuxVETQ6jnCYkCytcs8sUGpqFepaY0FBF6NVRe1VnXQChDo58PL13Tgu/t70yhSkUfFpedx8+wt/LijmrV8FQi8hJru0QoiaPUclV2IBc4zrUIe4Dn8g7Ve5slH4cgqZTkgXPH+FAiqCKusD1o9N47eLWrz+xMDGNZe0XsXmK08s3QPr/0aS6HF6rmBCQTVENU5AKCF0LR6L5IkTZEkaackSf9JkjRTktR0lhcjMq2XJn0e1ZbVrmiRzaCG9YcWeDdqolWS8Hhv8rBAPz4fezlPDG1tX7fgn1OMnbdV6FwFAjdQM63RYQGEBzqpaakBVPugVZKkscAdQF+gF9AJmOzRQblClWRaHYJWH3/wqZlf5GpD417QsIdxXU21uxJ4LWqm1RPSAGeYTBJPDW/DnLGXE+Kv5Bz+PZHCyJkb+WN/nHAXEAhKodBi5XSyElfUVOcAqAFBK/A4sFCW5TxZlq3AHOBRydPpg9KobMsrKBq0CmmA55Ek6POIcZ3QswqqGC1o9fBAHLiqY31+fqQfzesoJ92LmflM/Hon93+5gzPJOaU8WiC4dDmTkoPZNoVSU4uwwANBqyRJ/5MkKU2SpIWlbDdYkqSNkiRdlCQpTpKkuZIk1XbYxh/oDuzXrd4H1AO8OhIozNeq/CormDSbjEGrVUgDvIP210JEY+12TXcOEHgdVptc1Buv7VvXC+PnR/px8+WN7OvWHExgyPsbeO6HPSJ4FQicoNeziqC1ApAkqY4kST8A04GIUrYdDqwBVgD1gS5AR+BvSZL0n0YdwAdI061Ltf3XObl7F/Hpeew5EQeAjORce1oBZJmN0t4Ms3+lPI/ATXx8ofdD2u36XYrfViCoBNRMq48XBq0AEUF+vHdLV7697wqa1VYu6i1WmSX/nWPwe+uZ+NUO/j2RLGQDAoGNoxdrvnMAVG2m9UvgODCipI0kSfIFZgM7ZFl+W5ZlqyzLicCDQAfgWf3mlTXYyuTzv09gKVCyBXn4E59ROcUG6YXGoDU+z4TFKg7yXsEVE2H4NBgzExpd7unRCC4x1FjP2+QBjvRtVYdVTw3k9es6Ui9cubi3yoqv6+2f/8vImRv5fvsZ8gotHh6pQOBZ9B7H7euHeW4glUxVBq0PyLL8PFBahDYUaAH8pF8py/Je4Bhwr06vmghYgFq6TVXvoITyDriyeH5kW+oEKPNzObI/4+ZvIz2nsMKfJ6XAeEZKM/uz+kB8hT+PoAyYfKDf43D5PZ4eieASxOJlhVglEeDrw919mvHXs0OYdn0ng5XPofhMnv9xH73fWsvkZfvYfCxJXJgLLkl2n00DoGGtIOqGV1LDIi+gyoJWWZZddYweaPu/18l9e4CGQEvbPguAnSiOASqdUQLWk0Ue7SUE+PrQLEI5WeQSwOGETB79bmeFT3Ul5xpv58gBzNvktW+LQCCoIlR5QDWIWe0E+vkwtndT1jw1iC8n9OLKdnXt40/LKeS7bWe4c+5WrnhzLVN/2c/2UymGJgoCQU0lLj2XBNuMbbfGtTw7mErG19MDcEIb2/84J/ddsP1vjZJ1BfgIeF6SpE+AAuAB4GO5lAhQkqTGQCOH1Z2cbVsZ+JiViFItltp4NIlTyTn2qtnykp1vJjlfUhS/NnIIYPupVPadS6dzoxJlxQKBoAajxnI+3q4PcILJJDGwTTQD20RzKimbr/49zS+7z5OUVQBAUlY+i7acZtGW07SMDuH+AS24vntDAv28375bICgLu8+k2ZdF0Fr1qNGUsxJRdV0tdYUsy19LktQU2AxYbf/fcuF57gWmln2Y5cRmeRUWFg62jOh/p1IqLGg9GJdBnmz0ZM2RlSmDX3afF0GrQHAJI1cjeUBJNKsTwsvXdGDyyHb8eyKFFXsv8EdsPGk2udXxxGxeWLaP9/48zN19mvG/3k2JChEFqYKahSoNAOjWpJbHxlEVeLNPq8vzOrIsT5dl+TJZlnvIsvy4LMuuqPLnoTQk0P89ULahlgFb0BoUrFX57TyTWtzWbrPvfDr5GA/OhT6KH+zv++MrterWapVFJxuBwItRdZ/eaHlVFnx9TPRvXYcZN3Vh+4vDWDC+J1d1rGeXDyRlFfDB6iP0nbGWycv2suN0qnAeENQYdtmCVh+TRKcGNTsh5Y2Z1nTbf2cpx2CHbcqMLMtngbP6dVV2AJdle0esoOBQwgJ8ycw389+pigta95/PoBnGTGvd2lFwAc6n5bLvfDpdGtWqsOdTkWWZ27/4l20nU3j7ps7c1rNJhT+HQCAoH9Zq4h5QFvx8TAxpW5chbetyMimb+ZtOsnTHWfIKreQVWvlu21m+23aWFnVCGNy2Lr1bRNGzWRSRIgMrqIaYLVb2nVNCovYxYQT512wZjDcGrUds/2OAXQ73NbD9P1p1w6kELIUgK+4Bkl8w3ZrUYuPRJI5ezCI9p5CIYD+SsvKRgNqhZfNwjb2QTgPZ+PE2jYm2q4JX7ouvlKD1eGIW206mADBv00kRtAoEXoiaZayOmlZ3aF4nhGnXd+Kp4W345l9F55pkmwU6kZTNiaSTzP9HKU6tFx5Am3phtK0XRtv6YbSpF0bz6JAa28NdUDM4kpBFrs3yrabrWcE7g9a/gSkoDQVWOtzXBTiPVoRVPSnUyXX9gujRNIqNR5MwBcTzwba5XNP8eu6euwcfk8Q3911BVze/iHmFFo5ezGKgZDzYNouJJsjPh9xCC3/sj+P5q9tWeHZ5x2ktW3wkIYvjiVk1ujuHQFAdsdYQTaurRIX489jQ1kwc3JK/jyTyw45zrDt0kXyz1b5NQkY+CRn5bDyaZHhs7RB/mtUJoWntYJrXDiGmVhD1wwOpHxFAvfBAwkRQK/AgBj1r48jiN6wheGPQuhbFruoGYIa6UpKkLiiuAdNKcwbwegp1XlR+QfRoFonkk0Vw09ksO53H+tNbyS28BYCnl+zmt8cHuFX5eig+E4tVJt/HON3lHxTGkHbRrNwXz6nkHA7GZdKhQXiZX0ZqdgF3zt1KToGZxQ/0JiYiqIjEYVVsPA8PbuXyPvMKLYybv42krHy+ua839SOU4rEtx5PZcOQi4/s2t68TCARlQ9O0enggVYyfj4mh7esxtH098s0W9pxN598TycReSOdwfCanU3JwPLskZxeQnF1guCDXE+LvQ1SoP2EBfoQH+RIW6EdYoC/hgX6EB/oSHuRH/YhAGkcG06x2CBHBIsgVVBy7dLUwItPqAWRZNkuSNBFYKUnS88C7QBRKl6wDttsVhiRJ/mAXf1ZNNGTItAbTtXEtAuqsQ/LJAyCVHZgCBmDNr8/xxGze+eMwr4zp4PLu959X9C35DppW/EIY2SmGlfuUBgN/7I8rV9D6zdbTHIzLAGDh5lNMHtm+yIF91X73gtZVsfFstckLFm8/w5PD2pBvtvDgV/+RkWcmMSOfD27rVuYxCwQCfUesSyxq1RHg60Ov5lH0ah5lX5dbYOHYxSwOJ2Ry9GImp5KyOZ2cw6nkbPIKrU73k11gITslF7sNTCm0qBNCz2ZR9GgWSa/mUTSJCq4xBXGCqkfNtIYF+tKigtyHvJkqC1olSboT+ADNOfQ2SZKuBpJlWe6o31aW5T8lSRoGvAE8g9L1aiXwvCzLmRU8tClUtfWVQ6Y1Jf8CfpH/Gjbxr/0XBXG3YZVh/j8nqRseQO0Qf8KD/OjXqg6hAb6k5xTy6YZj/HUkkbt6N2Vs76Zk55v5csspAPIdLK/wD2ZI87r4+5ooMFv5dW8cjw1tjZ9PUROJnAIzwf7a1+NEYhbv/HGYTg3DeWSIEoT+sEPrF/FnbAIPDGjBiaRsw372nEvnfFouDWsFOX0rzqbkEB7oZ88+qAEraD/G/eczyMgzA7CjAh0WBIJLFesloml1lyB/Hzo3iihiCWi1yiRk5nEqKYeEjDziM/KIT8+zL6fnFJKRZyYjr5ACs/PgVkXR0mbz/X9KHXDdsAB7ENu9SSSNIoOoHeIvAtlqgtUqk5iVz7nUXM6n5XIxI4/03ELScwvJL7RilWWssqIjV393vj4m/HwkQvyVTHxksB8to0NpFxPuliVbUlY+xxKzACXLaroEfs9VFrTKsvwt8K0b228A+lfagDTeRMve9gLWVfYTWgqymRxdm8vy8umPlQ93fgiScqCTZROSZMUvfA/P9Hic6cuVbrQzfj9kf3yAr4n+reqw/VSKPZh7+ef9JGbkcTwxmyMJype4cd1ISNM9sX8IoQG+XNm2Ln/ExnMyKZsPVh/gqsvMpOWnkVGQQcPglsxfl89v++IY2q4u79/alYxcM3d88S8JGfn8ERtPu/rhRAT7cSpZyxifTMpm8XbNjKFxVBBnU5Tg/M/YeMb2bsrZ1FwaRwbhawuSf9sbx2Pf7SQmIoiVTwwgIsiPf08k2/ex52wasiwbpj9OJ+eQlW8mNMDrJgkEgmqD6h7g7XHRibQT/HzsZ05nnKZXTC+ub3U9IX5Vn00ymSRiIoKIiXB+8a0n32whM89MRm4hmXlm0nMLOZ+Wy5mUHA7HZ/Kf7rgNcDFTOd7+tk/rp+PvY6J+RKDyFx5IWKAvIQG+BPn5EBLgQ7C/shzk70OQnw+BumXltolA221nSQmBa8iyTEaumbiMXPtFSlx6HudtAer5tFzi0vIosJR8oeIOjaOCGNOlATde1pBWdcNK3Hb2huP2WZO+LetU2Bi8mUv+zG9rBVsAIElSXlU8Z2zKIX4PDeH30BC48LN9vbWgNgUpfQisvwIkKycsP3J5p2j2Jx7CnNkJS05LAPLNVtYeulhkvx+t0+rTosMCmDCoLfyi28B2sH/u6rb8dSSRfN8TfHnuLb5OMDqIFST3A2kkaw9dZMzHm5Bl7C3iAN5cedCpgfHsDcfty5NGtOWJxbsBWLT5FAs3n+J0cg5D2kYzb1xPLLLMW78fxCorFlx/7I9jSLu6nEjUMrWpOYWcTs5hl67bB8Dh+AwubxqFQCAoG6qm1RvlAdmF2aw6tYplR5exJ3GPff26s+v4ZNcn3NTmJu5sdycxoTEeHGXxBPj6EBDqQx2d80tSbhJ7Lh4ltP4hYlpe4HjaOfIL/CC3JefjGnExORLQPosCi5UzKTmcSXHWY8c9fE0SgbbANtDPpAS4umX1L0h3X4DtfntAbLsd4OdTZJ1+3/4+JkOG2CpbMUneFTSbLVZScwpJzSkgJbuA1OwCUnJs/7MLSc7ON2TRi5OFVBZnU3L5dMNxPt1wnD4tajNlVHunzYDi0nP58t/TAEQE+XFX70vDqeeSD1o9wd60I07X51+8GnNWOwKj14NPNitOrADAPwoCo7Zxe7PJBOR3Y/meC5xKzsHfx8S4vk1pER3Kyz/vx2xVpx7MPH9tbUx+Ro1VoW8AF7POg18+V/c7xOr4BUhS0R+kf+1/8Ak5SX7CaM6mNEftQeFrkjBbZfv0FkCdUH/ScgoxW2Uy85XsgZ+PxFUd69O9SS12nUkzZGTXH05k2a7zSMC5VG18K/bGGeQIKrvPphVpunAwLtMetOYVWkR7RoHATbSOWB4eiI2UvBQ2X9jMxnMbWX92Pblm5/rQzMJMFsYu5KsDXzGs6TCahTcjx5yDLMtEB0dTL7ge9YLrUT+kPnWD6+LvU3SqVZZlCq2FFFoL8Tf542vyLfdUfKGlkOS8ZJJyk7iYc5HEnETOZp7lZMZJjqcd53zW+WIeuRXqQueWLekecR3++ZeTlGEhLl0JmOLS80qVG5SG2SqTlW8mK99c+sZlQSrE5JeK5J+Mb+AF/ILikfyTkHwykU3ZmOQwgq2tCactteQe+BFeJMOvvv+S/TYOt53fr65x3D7fbCW3wEJOoZmcAouyXGAht9BS7vdTxdckEVMrkIa1gmhYK5iGtQJpGKlk42sF+xEe6EeQvw+SpFwcmiQJH0lCRqbQIlNgtnAq7Rx7k/ZxJOUY5zIucjEnmaRMM4W5dbHm1+ff000Z83EyN3RvyKSr2hpkdh+tPWZ/LQ8NbnnJWLOJoNUD/K/viwxpOZp/4rfxT9ph9qceoV/DfpxnKGsPXmRgvZv4O+lLw2OsWFh8+k2m95/O+uGjOXoxi7BAE+dyD7AncTOjBsWx5vBpZL8EAkLO89rOQj71j2Cuny8tCs3sDvDnmb8f52KeNv2u/tDNme0wZ7cFLAREr0HyycMn8ALBTb/Aag7BktWW+gEdeGHISB5ddBb9b/6WHo3Zdy6dTcc0m5iODSII9PNhVKcYe5ZUMhVg8k/Gkl+bt1YeJCzQ+NXbfDyZ8KCiP7qV++KISzcmwNXir0WbT/Har7Hc3qsJb97Q2d2PQSC4ZLGWUIiVnp9OuH94qYGcLMvIyPZMmizLnEw/ybmsc3So3YE6Qdp0ZaG1kJzCHHIKc0gvSCchO4G47DgOphxkz8U9nEg/geykCWLP+j25odUNdK7TmWXHlvHDkR/ILMjEIltYdWpVqa8zKjCKesH1CPQNJCUvhZTcFLLN2Vhl7SBmkkwE+AQQ6BNIoG8g0UHRxITGEB0UjVW2YraaMctmzFYzhdZC5bbVTI45h+RcJVBNy08rdSx6fCVfzLIWRJ7KPM6pzA+oFVCLTnU60ad1W6ICo5CRyS4oJD0vi/T8TPLMhZhkP5D9kPAHqx+y7Ids9cVi8cNq8cVi8cVs9qXQ4oPZ7Et+oUS+GQoKZfIKZfILZfLNVvJst61WCZBAtv1HwtAsUyrA5JeG5JeKKeAiJv+LmPyTkXyykXyzMflmOX2N6qdplTLIMu0gix2cty6hMP1yClP6Yi2oiz677E34+5ioFxFA/fBA6oUH2izONLlGw8gg6oYFFtGEy7JMrjkXq2zFigWrtRArVgothVzIUb7zx9OOsz9pP7HJsaTkpRR5blMYBISp+5Ow5jbmt7Nt+P2zRtzSpQfjenbnfFo+S2ya6OiwAO7u3ZT0/HRS81KV73leCun56fbflL+PP5EBkUQFRhEVGEVkYCSBvtXThUeq7u5RFYkkSX2AzZs3b6ZPnz5V/vxWW7YyyF/mgx0fkJKXQo96PTibeZaFsQvt20UGRFI/pD5nMs+QXZhd/A6BaLOZR1PTmVE7klyTcZrGR/IhIGMMCeeuIMDXh66Na9GnjcR/uR+zVzctpyfEVJeUhM4UZnRDLohi7TNX8veRC0z7cyMm/yRM/km0a5xHk2iZWgFRxJ6BLPksKdZ9FFjzkS2BFKb1oiClL7K5lt03Fsz4BJ3DFBBPQHASVquJvLTOkN8Iq2w8MFzWpBY/PtSXPm+tIz4jD1+TxJE3RmIySRRaC4lNikVGpll4MyIDi/rWWWUrJ9NPsidxD6czTuNn8iPQN5CIgAgahjakYWhDQvxC7OsDfMrW4KG6Umgt5EjqEc5mniXcL5zIwEgahjUk3L/sThMC76LX9DVczMynQ0w4K58YYF//0c6P+GLfF//f3r3Hx1XX+R9/feeSyf3eZHJt0yuFAgUphSpYEVlQBBFX1sqysCDyc0GroCi7gusKPHZRfyz6W9kFFF1xRdRlvVBFgcpqSwVEbqX0Ttvc2ibNZXKbzMz398dcOtOkl6RJJifn/Xwwj5mcczL9JjlM3vnM53y/zC+dz61n3soplafwwzd/yKObHmUgMkBVfhWlgVLa+9tpCbUQI0ZjUSN1hXVsPrCZ9v721HMtLFtIRW4FO3t20tbXNmooHU2wIMj7576fy+ZfRkNxQ8a+/uF+/mfb//D9jd9nV++uiflmTLLq/GpOrDiRpVVLObnyZBqLGqnMq6RjsIMNrRt4cueT/G7P7475+zNVDPG3+mPHtCp6Jk+sEE+sBKIFRLx7wdc14hgbzSU2WIu1fjDDGBPBWi/gBevFWg/Y5LtoySZsm/r44G+FkfsAPB7wGvB64j3JnuRjY/B545VSn9fg8xi8iY+9HvB5PCTbgC029cdZ8vHhtncPdXNg6ACR2CRVtNPYmB8bCwCW3BxLzIYz/gg6Fnm+vFSILQmUUOQvoiCngCJ/ETeeduOo71JMpPXr17NixQqAFdba9cf6ea4PrYdMeXUm8HS2QuuRfOvlb/Fvf/63ox7nNV5OrDiRSCzCG51vjNi/vGY5C8sWku/L5/zZ59NQMJ89BwZoqiwgxxf/PzUai7K+dT1P7XqKp3c9Pepfg0k5nhyGY8NjfsG11hDtW8BHTno/33/xBfylL+DxjQzg0aEqov1zsNFCfLaQ4YiXHE+Aa8+t5f4//AmPrxdrffz18kWEIh08u+dZesMHJ5goCZQwu3g2c4rn4Pf42dq1lW1d2wgNj14dGE2hv5DKvMqMW11hHQ1FDcwunk1DUQNej7NbFHZ27+SZ3c/w7J5neW3/awxGM6vbHuNh6aylvLPhnaysX0lTSZOubh6jmI3ROdhJe187/ZF+inOKKc4pZlb+LHyeqX3T64yv/IYD0c3UBffx+N98kvLccv7Q/Adu+O0NGccV+AuO+ofx8SryF7GkcgnLa5bzjrp3sLBs4VHPrZiN8Wbnm8RsjDx/Hlho72+nvb+dtr621P3e/r3s7d/LUHSI8txyKnIrKMwpJNebi9/rJxwNMxQdYjAyyGB0kIHIQOrnczRe46Uit4KKvAoq8yqZlT+LitwKqvKrmJU/i2BBkKbiJvL9+Ud9rp3dO/n+G9/nD81/YE9oz1GPzzafx5f6fs7Kn5X6Y39B6QIWlS+iIq8iday1luZQM2t2rOEHm37A/oH9R3hm95hdPJuTKk5iSeUSTqw4ker8aspzy+mP9LPlwBY2dmzk982/56W9LxEdxx8Ox+PPf/3nSf+dptA6TsaYL3HIlFfTMbQCrNmxhid2PEFLqIXWvlYqcit4e93bObvmbGoKayjyF6XK/gORAf5uzd/yfOdrqc+/bP5l3HH2HWM6GWM2xraubby09yX+2PZH1u5ey1B06Kifd6g5xXM4ufJkntz5NEOxyf0lONXyfHksLFvIrLxZ+D1+/F5/fHoTYvG/xhP/j83Kn8WckjnMLppNZX4lFbkV+Dw++of76Rvuoy/SR/9wP+FoGABDZqOWSfVvmdTjaCxKxEZSPXrJty4jsQjRWBS/15966zPgCxDwBhiKDtEz1MPe/r283vE6r+5/9Qg9d6OrL6zn7XVvZ37pfBqLGqnIqyDfn0++L598fz653txpE2qttXQMdtAcaqa5t5mWvhaaQ820hFpoCbVwYCjeM20wlAZKqSuqo76wnvrC+tTjhqIGCnOObWW34egwu0O72dm9k509O9lyYAubD2xmR/cOhmPDI47P9eayuGIxJ1WcxMmVJ7OkcgkNRQ2T9v3rH+7n7H//NLGidQDUFtRy1zl38bnffY69AyMv8IT4H6dNJU3sG9hH11AXlXmV1BfWY4xhZ/dOOgY7KM8t56yas5hbMpeX9r7EC+0vMBwbpragltnFsynNLSXfl09hTmG87zQ/yOzi2cwtnTutLtax1tIT7qFjsAOf8eHzxG9e48Xn8eH3+FPbJmPcfcN9bDmwhf5IPwaDx3go8BdQ4C/AZ3zxkB0dZDAyOPJx2v1gNP54KDqUmG4pdvBGLONjay1RG029bqUe2xi53lxqCmuoKahhdvFs5pfOp66wblyhJhwN86udv2JD6wY2dmxke/d2YjZGwBvA7/ETtdHU69jxMJjU66TBEP/PZG5P9ckecmx844jthz0+cWxRThEVuRUUB4rxGi8e40ndvMZLZV4ltYW11BfVs7h8MSWBkRdXjaZ7qJtX9r3Cq3vf5LfbXqE73InxhLEmTGleDvn+AAFfgPJAOeV55fE2gLxySgOlqfNzMDKY0TqQfHxg6ACdA530Dh8s9OT78tnw0Q3H9f0/Fgqt4+SUSut49O9/k1seex/r83JZFRrk5r/bfNwvsr3hXp7c+SQvtL9AKByiL9JHjicHf6yK5zZ7OavhBL5w/jlU5FXQMdDB3v69lOWWMbt4dvzzh0Lc+PN/543QMwyYt1LPa6MBhnuWEu1v4msf+As27d/Jd155DF/hplEvFjucYn8l+9sX4LF5nH+Kh9b+3bzV81aqcpjjyWFu6VwWly/m1FmnckLFCWCJ96cNdtDc20xrXyuDkcF4H16kn86BTvYP7GffwL5RQ8dMYjCcUH4Cp846lYXlC+kfjn9fXmp/iZf3vXzMFXWP8cQDrC+fPH8efo8fYwxe48UQvweI2mj8FouOeOzz+Mjz5aVuyVaN5C/y9F8kyaCe/IUXjoUJhUN0h7vpHOgkHAsf9/emPLec+qJ6GosaqSmowe/14zVeBiIDdA52sq9/H7t6d7Gnd89xV0byfHnUFdZRU1BDvj8/FZSS9xD/gzL9+5X+cfJxzMaI2AixWCy1bVfPrsOGU4D3Nr2X9819H/c8fw/NoWY+uOCDfOzkj1FdUA3EQ92hgbp/uJ9cX27G68twbBhr7aS/zSjOFYlFUsEunbU21UcMRw6hwIggKmMTjUXpi/TRF+5jIDLA3NK5k/5vKrROgGz3tE640F746gL6jSE/fxZ8dku2R5Rhe9d2ft/8e2KRfL70Qy/YHApyvPz5jgto6x7knH95Jt7r5A1x6duKObHex788+SqYCMT8xCIl2EgxmAg3vrueDyxt5NvP9PHIhniD+g8+tpwV8yqJ2Rjtfe0Mx4bHXSGAgxWYff372BPaw+7e3Wzr2sYbnW+w5cAWxwbaitwKllYt5Z317+Tc+nMz3tpL1znYye+bf8/a3WtZ17Ju0t82nmwe46E6v5qK3IpE714sdfX3RPcXFvmLWFC2gLrCOqoLqinwF9Ab7qVrqIvNnZvZdGDTlPTCpYtFCsg3QQa9B6eqq8qr4qeX/pSSQEk8OMQi+L3uuCpZRKbOeEOrZg+YyXzxC4jyrYWco/dVTbW5pXNTf9E99cIG/nfLfi5cUoPf66G+LI/Kwhz2h8BGyjh/3mmcM38Wd/1k9DARHaxhXuk8mrv+mNrWm5jA22M8EzKnozGGkkAJJYES5pdlLk0bszHC0XDqbXoPB+cr9BgPMRujJdTCWz1vsSe0h46BDvYN7MNaS74/nwJ/Qeqt9WQ1MRmc0pv/01lr8Xq8qbcqk29l+j1+/B4/HuNhODacegtxKBK/D3gDlARKKA2UsrBsIdX51cdUoSjPLeeSeZdwybxLGI4Os717O7t7d7OrdxddQ130D/czEBmIXyUe6c+4j9jIiLchLRav8eL1eOP3icfJt9MisQgDkQEGIgMMRgaPuVrqNV78Hj+FOYUU5xRTGiiltrCW2sLaVO9dbWEtwfzgqIEsHA3TEoq3EOzp3cOe0B529exid2g3u3t2j+j3TVeVX0VTcRNzSuYwp3gOs4tnM690HjUFNUf8HoejYTYf2Myr+1/ltf2vsbNnJ62hVvYN7Dumr/lYvifJ76vf46encwH9re/lhPpali5dy482/wiP8fCPb//H1NuWxhgFVhGZVhRaZ7L0KS2OsR8vW+6/8m281tydWrTAGMNpjWX8ZmP8auTTGssoyfdTW5JLS/fI0NDWE9+WPvdr7+DUVa48xkOuL5dcDj+NSEmghMUVi6dsTJPJ7/WzqHwRi8oXTdm/GYlFUv2+MRvDYlNTF6W/dX68LTA53px46CyZM2KftZZ9A/vY17+PiI33DQe8ASryKijPLR/3W+E53hyWVC5hSeWSjO3D0fgfHemtD8mKvsd4Ul+vx3jwGR8ejycVUH3m4L5DA/OJt/8KG43i9fj4h7P+gQubLiTfl89JlRkraouITCsKrTNZ+i/QY7iCNZsKAj6Wz818W/oTK+exq6Ofd51QlZpUeXFNcSq0Npbn09I1QCRmae8ZxFrLngMHr/rtHXTm2/UyumRFOZuMMVTlV1GVXzUl/57f65+UamdyDXSPiX9Ny4LLJvzfEBGZaNPnkk2ZeMZAUW38cUl9dscyDqc1lvHrT5/L5y86IbVtcc3BuULPX1xNVVG8BaK1e5D9oXDGkntTWWkVcZJY4n+T6biMq4jI4bg+tBpjcowxBcaYAjjCe7tOddn9cMa1cN4/ZHskE+Lt8w+usvP+U2uoLon/yNq6B9l9IHNuxZ4BVVpFRnOw0qrQKiLOofYAuI1D5mmdUea+M36bIc6eV8F3rllGwOfhtMYyakpyeQnoD0fZ1NqbcawqrSKjS4VWj0KriDiH6yutwF1AYeJ2XpbHIsfgXYuqWDEvXnGtLj5YHH/hrcyVu3qHVGkVGU0sMRGFMquIOInrK63W2jAQBjDGHH4uG5mWakoOhtYX3zqQsU+VVpGRYrGDU6epPUBEnESVVnG09ErrWx3qaRU5mphND61ZHIiIyBgptIqjBYsPf+2cKq0iI6UVWlVpFRFHUWgVR6spyTvsvh6FVpERMiutCq0i4hwKreJoVcWBw+7T4gIiI2WEVv0GEBEH0UuWOFqu30t5wehLZw5FYgxFolM8IpHpLb094NDlXUVEpjPXh9YZv7iAC1Qf0tfqTbu6RH2tIpnSK61ehVYRcRDXh1biiwuEErenszwWGYfgIS0CcysLUo8VWkUy2YMrHWv2ABFxFIVWLS7geMFDLsZaXFOceqy+VpFMUV2IJSIO5frQaq0NW2v7rLV9gBYXcKD0aa+MgUXBotTHqrSKZEpvD1BPq4g4ietDqzhfsORge0CwOJeKtAuztMCASKaMnlb9BhARB9FLljheentAfVkeRbn+1MeqtIpkslpcQEQcSqFVHC+9PaC+LJ+iXF/q4x71tIpkiMbUHiAizqTQKo43v6qQxTXFeAy87+SajNCqSqtIpswVsbI4EBGRMfId/RCR6c3rMfz8xrfTMxihvCCHbftCqX2qtIpkSm8P8Cq1ioiDqNIqM4LP60mtjKVKq8jhxTTllYg4lEKrzDjFGRdiqdIqki6zpzWLAxERGSPXh1Yt4zrzBHwe/N74b+NkpfX7z73FP/9qE/1hVV7F3WKaPUBEHEo9rfFlXO/I9iBk4hhjKM7109EXpmdwmI0tPfzD468B0Fiez0fObMzyCEWyx2bM06rQKiLO4fpKK1rGdUZK9rX2DkZ4rbk7tb35wEC2hiQyLaRXWlVoFREncX2l1VobBsIAxhgt4zpDJBcY6B2MsH1/X2p7aEjtAeJu6T2tag8QESdRpVVmpIOV1mG2p02BpdAqbqd5WkXEqRRaZUZKziAwHLVsbO1JbQ9pCixxuYx5WlVpFREHUWiVGSl9rtY9aX2sqrSK20WtlnEVEWdSaJUZqShtrtZ0vQqt4nJaXEBEnEqhVWak9EprupAWGxCXy5zyKosDEREZI71kyYxUnDd6pbVvKDrFIxGZXjKnvFKlVUScQ6FVZqTDVlrVHiAupymvRMSpFFplRio+QmiNpZeaRFxGU16JiFMptMqMdLgLsQD6wqq2intlTHml1CoiDqLQKjNS8ZFCq/paxcVimvJKRBzK9cu4GmNygGTCyc3mWGTiHK6nFSA0NIx+1OJWmT2tWRyIiMgYqdIKtwGhxO3pLI9FJsihoTVYfDCk9mpVLHGx9PYAXYglIk6i0Ap3AYWJ23lZHotMkEN7Wk+pL0k91gwC4mYZF2Kp1CoiDuL60GqtDVtr+6y1fcBgtscjEyPH5yHgO3h6p4fWPoVWcbFYRqU1e+MQERkr14dWmbmSCwwUBXzMrihIbVd7gLiZ5mkVEadSaJUZ69T6UgDesaAyo8dV7QHiZlbztIqIQ7l+9gCZue79q6Vs2N7BmU3lbG7vTW0PqdIqLhbThVgi4lAKrTJjFQZ8vHtxNQAFAVVaReDQFbEUWkXEOdQeIK5QqNAqAhw6e0AWByIiMkZ6yRJXKAocnAJLoVXcTJVWEXEqhVZxhYKAN/VYPa3iZrHYwccKrSLiJAqt4go+r4dcf/x071WlVVxMlVYRcSqFVnGNwkSLgBYXEDeLacorEXEohVZxjeRcreppFTdLn/LKqNIqIg6i0CqukZxBQD2t4mbplVavSq0i4iAKreIaydCqnlZxs8zFBbI3DhGRsVJoFddILjAQjsQIR2JHOVpkZorFdCGWiDiT61fEMsbkAMlJPHOzORaZXMmeVohfjJXjy8niaESyI709QJlVRJxElVa4DQglbk9neSwyibQqlkhme4B6WkXESRRa4S6gMHE7L8tjkUlUmFZp7dXFWOJSVvO0iohDub49wFobBsIAxpjBLA9HJpEqrSIQjak9QEScSZVWcY300KoFBsStMtoDlFpFxEEUWsU10kOrpr0St8pYEUs9rSLiIAqt4hrpPa1aYEDcKnPKqywORERkjBRaxTUye1qHszgSkezRMq4i4lQKreIamaE1msWRiGRPxjKuCq0i4iAKreIaag8Q0ZRXIuJcCq3iGkVqDxAhqhWxRMShFFrFNQo0T6tIRk+rKq0i4iQKreIa+TneVGVJPa3iVhk9rZo+QEQcRKFVXMMYk7oYKzSo9gBxJ5tRac3eOERExkqhVVwl2deq9gBxq8xlXJVaRcQ5FFrFVZIzCGj2AHGrjBWxlFlFxEEUWsVVkhdjaRlXcav09gD1tIqIkyi0iqske1r7hiIZ81WKuEVM87SKiEMptIqrFCXaA2IWBoY1g4C4T2ZPaxYHIiIyRgqt4irpS7n2qq9VXEjztIqIUym0iqsUBvypxwqt4kZW87SKiEMptIqrJNsDAHo1V6u4UEzLuIqIQym0iqukh1bN1SpuFI0dfKz2ABFxEoVWcZXMSqtCq7iP1ewBIuJQCq3iKkW56T2tag8Q90lvD/AqtIqIg/iOfsjMZozJAZJJJjebY5HJp0qruF367AFGZQsRcRC9ZMFtQChxezrLY5FJlj7lVY9Cq7hQVO0BIuJQCq1wF1CYuJ2X5bHIJEtvDwgptIoLZfa0ZnEgIiJj5Pr2AGttGAgDGGMGszwcmWTFmvJKXC6m2QNExKFUaRVXybwQS5VWcZ+Y2gNExKEUWsVVcv2e1CpAvUOqtIr7xNQeICIOpdAqrmKMSc0goJ5WcaP02QNUaRURJ1FoFddJhla1B4gbZVRaVWoVEQdRaBXXKQrE+1o15ZW4UbLSqrwqIk6j0CquU5iqtKqnVdwnlkitag0QEadRaBXXSU57NRSJEY7EjnK0yMySbA9Qa4CIOI1Cq7hOxgIDQ2oREHdJhVZlVhFxGIVWcZ0iLTAgLpZcXEDtASLiNAqt4jqFgfTQqkqruMvBSqtCq4g4i0KruE56e0CPKq3iMmoPEBGnUmgV10lvD9ACA+I2qSmvlFpFxGF8Rz9EDhWJRGhra2NoaIhYTFefTzZjDH6/n6KiIsrKyjDH+bZmZk+rQqu4i9oDRMSpFFrHKBKJsGvXLoaGhjDG4PF4jjtEyeFZa4lGowwPD9Pf309XVxcNDQ34/f6jf/Jh6EIscTO1B4iIUym0jlGywlpcXExtba0C6xSw1jI8PEx7ezuhUIiOjg6CweC4ny+9p1WVVnEbzR4gIk6lntYxSlZYFVinjjGGnJwc6urqMMYQCoWO6/kyKq2ap1VcRu0BIuJUCq1jFIvF1BKQJR6PB4/Hg0380h0vVVrFzdQeICJOpdA6Dgqs2TMR3/vMeVrV0yrukpw9QK9jIuI0Cq3iOlpcQNwsWWn1qtQqIg6j0Cqu4/WYVHBVpVXcJtldo8wqIk6j0CqulLwYK6QLscRlojFdiCUizqTQKkdljOHqq6/O+nNMpIOVVoVWcZdke4Ayq4g4jUKruFKy0qrQKm6TbA9QT6uIOI1Cq7hSctqr0FAk9XapiBtonlYRcSqFVjms73znO6mVpx599FGCwSDBYJAbbrgBgHA4zD/90z+xcOFCqqurqaur49prr6WlpeWYnyNb0hcY6Aur2irukfwjTVNeiYjTKLTKYV1zzTW0tbUBcMUVV9DW1kZbWxv3338/sViMyy67jG984xs88sgjtLe38+KLL7Jp0yaWL1+e+rwjPUc2ZayKpRYBcZGYZg8QEYdSaJVx+cEPfsATTzzB5z73OZYtWwZAMBjkX//1X9mzZw+f//znszzCI8tcFUvTXol7WM3TKiIOpdA6we677z4WLFjAggULeOWVVzL2/epXv0rte+yxxzL27dy5M7XvK1/5yojnPemkk1iwYAFXXXXViH0f/OAHWbBgAWeeeeaIfa2trcf5FY3u0UcfBeDiiy/O2H7GGWdQU1PDT3/6U6LR6KT82xOhSAsMiEsdnD1AoVVEnMV39ENkLDo7O9m6dSsAQ0NDGfv6+vpS+3p6ejL2DQ8Pp/bt379/xPNu27aNoaEhGhsbR+zbvXs3W7dupbKycsS+SGRyAllyrDU1NSP21dbW8uKLL9Le3k5tbe2k/PvHK7M9QJVWcY+D87RmeSAiImM0I0KrMeZE4HvAa9baq7M5lvLycubPnw9AIBDI2FdQUJDaV1xcnLHP7/en9o0WPufNm0c4HKaurm7EvoaGBrq6uigrKxuxz+ebnB9x8i3Gse6bLgoz2gNUaRX3OLgillKriDiL40OrMeZS4BpgZHkyCz75yU/yyU9+ctR9F154IVu2bBl135w5cw67D+D1118/7L6f/vSnh903WiV0IixcuJA333yTlpYWSkpKMva1trZSVFREdXX1pPzbE0EXYolbJdsDvAqtIuIwM6Gn9SVr7QeAtmwPZKbKz89PtRns3buXG2+8kQ9/+MMA/PKXv8w49oUXXqC1tZXLL78cr9d7xOcIhUJT9BWMpNAqbpWcPUCZVUScZsJCqzHmSmNMlzHm4aMct9IY87/GmL3GmFZjzIPGmIrx/rvW2l3j/Vw5NosXL+bNN98kFovxxBNP8F//9V985CMf4aKLLuKee+7h+eefB6CtrY3Vq1dTX1/P3XfffdTnKCgoyMaXA0CxZg8Ql4pqcQERcajjDq3GmEpjzI+BO4GSoxz7HuC3wC+AIHAKcBLwrDGm8HjHIpPjvvvuIxwOU11dzd13383DDz+M1+vl8ccf5+/+7u9YtWoV1dXVnH766SxcuJANGzakFhQ40nNk8+rl9EpraEiVVnEPTXklIk41ET2t3wNeBf4e2HS4g4wxPuB+4EVr7T8nNu8zxnwceBn4LHDHBIxHJtiKFSt4+eWXR2zPycnh9ttv5/bbbx/3c2RLoaa8EpdSe4CIONVEtAdcb629FRg6ynHvBuYC/52+0Vr7CrAVuNakld6MMT80xtgj3FZOwNjFpbS4gLhVTO0BIuJQxx1arbV7jvHQcxP3r4yy72WgDpiX9rx/Za01R7itPb6Ri5vl+DwEfPHTv0eVVnEJa23alFfZHYuIyFhN5ZRXCxP3oy3R1JK4X0C86jrpjDENQP0hm5dMxb8t00NRro+hUJg+9bSKS8TSplBWT6uIOM1UhtbkRVr9o+xLbisd65MaY5YC9wInJD5eC9xkrX31KJ96LeqhdbWCgI/9obAuxBLXiKUt/KFlXEXEabKxuMCELpdkrf0zsHIcn/oQ8OtDti0B/uM4hyQOkbwYK6T2AHGJaFqpVYVWEXGaqQyt3Yn70SbnzD/kmElnrd0N7E7fpsqDu6RCqyqt4hLpKyzrQiwRcZqpXBFrc+J+tHVFaxP3h1/HVGSCJedqHYrECEdiWR6NyORLbw/wqNQqIg4zlaH12cT9KaPsOwVoZoouwhKBzLladTGWuEFGaFWlVUQcZipD61PADuCy9I3GmFOIzxrwbWvthPa7ihxJQUCrYom7xNLeUFChVUScZspCq7U2AtwAvM0Yc6sxxmOMqSS+StZG4J6pGks6Y0yOMabAGFMA5GZjDJIdhblaFUvcRZVWEXGy4w6txphVxpg24PnEpiuMMW3GmNcPPdZa+yRwPvB+oI348q9vAO+01vYe71jG6TYglLg9naUxSBYUpbcHhBVaZeZTaBURJzvu2QOstT8AfjCG49cC7zjef3cC3cXBKu+ZKLi6RnpPq6a9EjeIZcwekL1xiIiMRzbmaZ1WrLVhIAxgjBnM8nBkChXm+lOPe9XTKi6gSquIONlUXoglMq0UBrypx6q0ihtkTnmVxYGIiIyDXrbEtQoDByutoaHhLI5EZGrEtLiAiDiYQqu4VvrsAaGhaBZHIjI1YjG1B4iIc7k+tGrKq8P77W9/SzAYJCcnhzlz5rBp0yYuvPBCampqMMawcuVKAJ5//nkuuugiysvLKS8v5/TTT+ehhx5KPU9PTw/BYJDCwkKMMTz77LNcfvnl1NfXU1RUxMUXX8y2bdum/OvThVjiNpk9rVkciIjIOLg+tKIprw7r/PPPp62tjRUrVhAKhbj55pv51re+RWtrK7feeisAa9eu5ZxzzmHOnDns2bOHvXv3snr1aq6//nruuOMOAIqLi2lra+OWW24B4Prrr+fGG29k9+7dbNy4kV27dnHuueeyf//+Kf36ijIqrWoPkJkvvT3AqNIqIg6j0Bqf8qowcTsvy2OZtjo6OvjiF79IU1MTAJ/4xCe46aabuP766wkGg9x3333k5+fj8/m46qqruPzyy7n77rtpa2sb8VxXXnkl73rXuzDG0NDQwNe//nVaWlq4++67p/Rr0opY4jbplVavSq0i4jCa8moCp7z66IPP0XxgYELGNZHqyvJ45Lqzjus5AoEAZ5118DkaGxvZt28fW7Zs4eqrr8bv92ccv2zZMh577DGefvppVq1albHvvPMy/zZYuXIlfr+fn//853zta187rnGORb7fizFgrVbEEnewag8QEQdzfWidSM0HBtjZ0Z/tYUyKqqqqEdu2bt0KwGOPPcaaNWsy9kUiEQoKCkattFZXV2d87PP5mDVrFjt27JjAER+dx2MozPHROxShT5VWcYFo7OBjXYglIk6j0DqB6srysj2EUU3EuDxHmNTxuuuu49577z2u5x8aGjquzx+vwtx4aFV7gLhBenuAelpFxGkUWifQ8b4F7zQLFy4EoLm5edT9zzzzDEuWLGHWrFkZ29vb25k3b17q43A4TGdnJ/Pnz5+8wR5GcgYBzR4gbpDZ05rFgYiIjINetmTcli5dyqJFi3jyyScJhUIZ+9avX88FF1xANDpy/tO1a9dmfLxmzRqstVxyySWTOdxRJS/G0jKu4gZWiwuIiIO5PrRqntbxM8bwwAMPEA6HueGGG+jq6gLgtdde45prruGzn/0swWBwxOf98pe/5He/+x0Au3fv5otf/CK1tbV8/vOfn8rhAwenveobimRcpCIyE0Vjag8QEedyfWhF87Qe1p/+9CeCwSDr1q1j9+7dBINBLr300oxjzjnnHNatW0dPTw/z58+ntraWK6+8ktWrV3PnnXeO+rzf+MY3ePDBB2lsbOTEE0+koaGB3/3ud1RWVk7Fl5Uh2R4QszAwrFWxZGbT4gIi4mTqaY3P03pP4vGZKLimnH766aNe/X+o0047jZ/97GfH/Lzl5eX853/+5/EMbcIcuipWfo7+l5CZK31xAa8qrSLiMK6vtFprw9baPmttH3Bc87SK8xSmrYqlvlaZ6TLmaVWpVUQcxvWhVdzt0EqryEyW2dOaxYGIiIyD3guVSdfT08PChQtTMwwsW7aMK664gm9+85tZHtkhoVWVVpnh1B4gIk6m0CqTrri4+Jh6Y7MhvT1AoVVmusxlXBVaRcRZ1B4grqb2AHGTqFV7gIg4l0KruFqRKq3iIjEtLiAiDub69gBjTA7gT3yoxQVcpiBHoVXcI3MZV4VWEXEWVVq1uICrZUx5pfYAmeGsFhcQEQdTaI0vLlCYuJ2X5bHIFCsK+FOP+1RplRkuGjv4WMu4iojTuL49wFobBsIAxhgtLuAymj1A3CSm2QNExMFUaRVXKwh4U4/VHiAznc3oac3iQERExkEvW+JqAZ+XnMRv79DQcJZHIzK50mcPUHuAiDiNQqu4XrJFQO0BMtOlL+Oq9gARcRqFVnG95AIDfUPRLI9EZHLFNHuAiDiYQqu4XjK0qqdVZrq0zKp5WkXEcRRaxfUOtgeop1VmtljGMq4KrSLiLAqtcli//e1vCQaD5OTkMGfOHDZt2sSFF15ITU0NxhhWrlwJwPPPP89FF11EeXk55eXlnH766Tz00EMjnq+/v59Pf/rTVFdXU11dzemnn87jjz/OypUr8Xq9BINBvvOd70zxV3mw0jo4HGM4fSJLkRkms6c1iwMRERkH14dWY0yOMabAGFOAlnHNcP7559PW1saKFSsIhULcfPPNfOtb36K1tZVbb70VgLVr13LOOecwZ84c9uzZw969e1m9ejXXX389d9xxR8bzfehDH+KBBx7gkUceob29nSeeeIJvfvObvP766zQ0NNDW1sY111wz5V9nMrSCFhiQmS29PUAXYomI07g+tKJlXI9JR0cHX/ziF2lqagLgE5/4BDfddBPXX389wWCQ++67j/z8fHw+H1dddRWXX345d999N21tbQCsWbOGNWvWcNNNN3H++ecDEAwGeeCBB+js7Mza1wVaYEDcQ4sLiIiTuX5FLOLLuN6TeHwmxxNcv3sJdO+eiDFNrJIG+JufHddTBAIBzjrrrNTHjY2N7Nu3jy1btnD11Vfj9/szjl+2bBmPPfYYTz/9NKtWreJnP4v/++95z3syjmtqaqKpqYlIJHthsSig0CruEMuotGZvHCIi4+H60Dqhy7h274bO7RMxrGmnqqpqxLatW7cC8Nhjj7FmzZqMfZFIhIKCglSldceOHQDU1NSMeJ6amhp2785e2E9vDwhpBgGZwaKqtIqIg7k+tE6okoZsj2B0EzAuj+fwnSTXXXcd99577xE/P7l8ZDgcPu6xTLSCtNDaq0qrzGDpy7ge4X9pEZFpSaF1Ih3nW/BOs3DhQgCam5tH3f/MM8+wZMkSZs2axdy5cwFobW3l1FNPzTguWY3NlvSeVs3VKjNZTCtiiYiD6W9tGbelS5eyaNEinnzySUKhUMa+9evXc8EFFxCNxleZuuSSSwB44oknMo7buXNnqnUgW2pKDk4asWNfXxZHIjK5Ypo9QEQcTKFVxs0YwwMPPEA4HOaGG26gq6sLgNdee41rrrmGz372swSDQQAuuugiLrroIr797W/z1FNPAdDe3s5NN91EfX19tr4EAE6sKU49fr2lO4sjEZlcmj1ARJxMoVUO609/+hPBYJB169axe/dugsEgl156acYx55xzDuvWraOnp4f58+dTW1vLlVdeyerVq7nzzjszjv3xj3/Mddddx6pVq1LPdcsttzB79uwj9sxOtorCAMHieLX19ZaerI1DZLJlhtYsDkREZBzU0yqHdfrppx9Tv+lpp52WmtLqSPLz87n33ntHXLTV3t5ORUXFeIc5IU6qLaatZ5DmrgG6+sOU5udkdTwikyGjPUCpVUQcRpVWmTKXXXbZiIu22tra2LFjR2pJ2Gw5qfZgi8BGVVtlhlJ7gIg4mUKrTJk33niD1atXc+DAASA+k8C1115LeXk5n/nMZ7I6thNrS1KP1SIgM1Xm7AFZHIiIyDgotMqUue222+jq6uLkk09m1qxZnHrqqZSWlrJ+/fpRFx2YSumVVl2MJTOV2gNExMnU0ypT5qqrruKqq67K9jBGVV+WR0men+6BYVVaZcZSe4CIOJnrK63GmBxjTIExpgDIPeonyIxkjElVW7ftCzEQjmZ5RCITL3Oe1uyNQ0RkPFwfWoHbgFDi9nSWxyJZlAytMQub2lRtlZlHK2KJiJMptMJdQGHidl6WxyJZdJIuxpIZTu0BIuJkru9ptdaGgTCAMWYwy8ORLMq8GEuhVWaezAuxsjcOEZHx0MuWSMLcWYXk+uP/S/zprQP0DUWyPCKRiaVKq4g4mUKrSILXYzghGK+2vtney9l3P8U//2oTQxFdlCUzg+ZpFREnU2gVSXP1ijl4E7/NewYjfGvtNv7hv1/L8qhEJkbm7AFKrSLiLAqtImk+cFodz37uXVx/7lwKcrwAPPbiHl7dM7YFB6y1bN3by4btHWzbF6JncHgyhisyJmoPEBEnc/2FWCKHqivN47b3LubEmmJWP/pnAL78i9f50cfPxhzlF/3O/X089uJu1rzaxvb9fRn73ndKDd/8yGlHfQ6RyaLQKiJOpkqrTLmdO3dijOFLX/pStodyRJecWsupDaUAPL/zAA/9fgdff/JNrn34eb7+m8281REPpdGY5fWWbj71w5c472tr+X/PbBsRWAF++UorP3u5ZSq/BJEM6aFVmVVEnEaVVpHD8HgMt198Ipd/ax0AX/nlG6l9T23ay31PbaGuNI+9vYMMR23G5wZ8Ht61qIqTaotp7x3k+8/tAuDuJzZx/uJqCgL6X0+mXnpPq1dXYomIw+g3p8gRvG12Ge8/tZafH6ZC2tw1kPFxQ3keN7xzHh9YWpcRTAeHY/z4xT209Qzyb2u38tm/OGFSxy0yGqv2ABFxMLUHyFG1tbXx8Y9/nPr6eoLBIAsWLGDVqlX8+te/5s033yQYDJKXl4cxhj179nDppZdSXV1NY2MjX/jCF4hEDs53+uUvf5lly5YB8NWvfpVgMEgwGOTOO+/M1pd3VF96/4lceFKQC06s5v9ecSrPfeHd/PPlJ7O8qZyG8jzOmlvOh8+o594rlvLMzSv56PLZIyqpn7twEYWJbQ88uyPVWiAylaKa8kpEHEyVVjmi9vZ2li9fTk1NDRs2bKCuro4dO3bwl3/5l1xxxRV0dXXR1tbG1VdfzXe/+10+85nPcO+999LU1MQjjzzClVdeSVVVFZ/+9KcBuP3227nqqqtoamrilltumfZ9rQAVhQHu/+u3ZWy7YlkjVyxrPObnqCrK5VPvXsCdT7xBOBrjm09v5Z6/PHWihypyROntAbogUEScRpVWOaLbbruNXbt28eCDD1JXVwdAU1MT991336jHr1q1iqamJgA++tGPUl9fz+OPPz5Vw53W/mbFHKqLAwD8+vU2wpFYlkckbpN+IZZ6WkXEaVRpnUDXPXkdraHWbA9jhJrCGh684MExf14sFuMnP/kJ9fX1LFmyJGPfWWedxU9+8pMRn7NixYqMjxsaGmhp0RXzADk+DxctqeHhdTvpGYzwh237edeiqmwPy7WGozF6BoYZjMQoyPFSEPDh987sv+NtxuIC2RuHiMh4KLROoNZQK7t6d2V7GBNm3759dHd3s2jRohH7PB4P7373u0dsr6yszPg4JyeH4WFNrJ/03pPjoRXgiVdap21oDQ1FeKO1h10d/ezq7GdgOEquz0PA72VWYYCa0lzmVBTQUJ6f7aEeVSxm2bI3xIYdHbze3MOb7b1s2xeidzAy4tjKwhzmVxWyqLqI02eXsbypgmBJbhZGPTaxmKVncJi+cJS+oQjWxiupPo+J33sNfq8no7qv9gARcRrXh1ZjTA7gT3x4XL+dagprjn9Ak2C840peaRwOh4/5czyemV2pOl5nzC6jqijA3t4hntzYzl3R2LSo7nX3D/P8zk427Ojgjzs6ea2lJ+OincOZX1XIe0+u4S9OqmZxsBjPNCjfxVcjC7F+ewfPbe/gue2ddPYd2zm8PxRmf6iT57Z38t31bwEwuyKf5U3lLG+q4Mym8qwE9cHhKC1dA7R0DdLc1U9z1yAtXQM0HxigpXuA1q5BwtGxtZtMgx+ViMiYuD60ArcBd0zEE43nLfjprKqqipKSElpbR7Y8xGIxWlpaqKqqIicnJwujcyaPx3DhkiDfW/8W3QPDrNvWwTsXzprycewPDfH8jk42JG6b2noy3jo+Vlv3hrjvqS3c99QWygtyWDGvgvedXMO7F1eT45uaMB6NWd5s6+WFtzrZsL2T57Z30HGEkJrr9zC/qpDqolxK8vwE/F76wxF6ByO81dHHzo7+jMD+Vkc/b3X086MX9gDxFdOWN5WzfG48yM6uyD+uquVQJEp79xCt3QO09QzS2j1IW/cgrd0DtHbHw+n+0LH/4XgsigI+Aj7vhD6niMhkU2iFu4B7Eo/PBJ7O4limFY/Hw4c+9CEeeughXnjhBc4444zUvqeeeopLL72Utra2MYfWgoICgNRUWG+88QYPPvggX/va1yZu8NPYe0+u4XuJKt4Tr7ROemjtG4qwub2X11t6eL2lm+d3HmDr3tBhj8/xeVjaUMqyOWXMm1VIY3k+Rbl+hiJR+sNR2nsGaeka5MW3DvDs5n2pCl9nX5hfvNLKL15ppaIgh8vfVs/HzpnLrKLAhH49/eEIf97VxQtvHeD5nZ38eVcXvUMj3+pPqivN4+x5FZw1t4K3zS6jsTz/iBchDUWivNnWyx8Tgf6POzrpHjjY4tLcNcBPX2rmpy81A1CS56euNI/a0jwqCnIozvORn+PDWkvMQtRaYtYSiVq6+ofp6g/TNTDMgf4wB/rCHOgff/uMz2MIluRSW5pHdXEuhQEfBTlevB5DJGaJxiyRWIxozDI0HGMwEiUas3zw9Pop+6NCRGSiuD60WmvDQBjAGDOY5eFMO3fddRe/+c1v+NSnPsVjjz1GbW0tW7ZsYfXq1dx8880UFxeP+TkrKyuZNWsWGzduBODRRx/l6afd87fCsjnlVBYG2B8a4tcb2/hKdMm4WgTCkRi9g8P0DEboGRimZ3CYnoEILV0DbN/fx479IXbs76O9Z+iIz5Pn9/K22WUsbyrnzKZyTm0oJdd/bFW43sFhnt60l99v2c8ftu6npTv+v1BHX5j/eHY7P9iwi/+zch7XvqPpmJ/zUHt7BlMB9cW3DvD6UVoXaktyOSsRUs+eWzHmt/MDPi+n1JdySn0p150zl1jM8mZ7Lxu2d/DHnfFqbnolt3tgmO6BYTa29ozr6zuSolwfdaV5qVBcW5pHXVkedaXxoFpVlKtZAETENVwfWuXIqqqq2LBhA7fffjvLli0jGo1SVlbGxz/+cT71qU+xb98+Tj75ZLq7uwEIBoPcfffdnHPOObzjHe+gs7OTaDRKMBjkwQcf5OKLL8YYwwMPPMAtt9xCVVUVNTU13H///Vn+SqeO12O4cEk1339uF139w3zikT/xf69YSmHAx+BwlDdae9jY2sMbrT20dA3S3jOY6sn0GBO/6n1wmMHh8U2ZVRTwccacMpbPjfdonlxXMu6+2qJcP5curePSpXVYa3m9pYdHn9/N439upncwQmgowj2/fpPvrtvJx985j1VnNpKXc+Tw2tUf5rntHfxhawd/2Laf7fuOvBDDgqpCzphTzhmzy1g2J77gw0ReZOTxGBbXFLO4ppir396EtZZt+0KpKuy2fSGaDwyMqWJakOOlND+HsgI/VUW51JTEb8GSvMR9LsHiXC33KyKSxtjxNLLNUMaYs4F169at4+yzzx71mC1btgCwYMGCKRyZJM2U7//m9l4u+ebvU8FzYXUh1cW5/HFHJ0MTNH+rz2NoLM+nqbKAubMKOKm2hCV1xTRVFk56dS40FOHff7eNB/53e0a4rizM4cNnNPCXZzTQVFlAJBqjtXuQl/d08dKursRFYN2H7a/N8XlYWl/K2+aUsWxOGac3llGaPz16qgfCUboTFe/+cBSPif+R4TEGjwe8xlCS56ck369+UhFxtfXr1yenyFxhrV1/rJ+nP+NFsmBhdRE/+vjZfOx7L9DeM8Tm9hCb20fvM60oyKGiMAeDIWotPo+hONdPcZ4vce+nKNeX2jarKMDcykLqyvKyNjNBYcDHzRcsYtXyRu57ags/fnEPw1HL/lCYf1u7jX9bu43Kwhw6+sJHvACsMODjzKZyljeVc8accpbUFU/bwJeX4yUvx+uIKbJERJxIoVUkS06pL+VnN76D67/3Ai/vibdXLK4pZsW8Ck6pL+HEmmIaK/KnbUg7FjUledz9wVO48bwF/PvvtvHjF/fQH44CjHpFfI7Xw+mzS3n7vEpWzK/klPrxty6IiMjMotAqkkXVxbn8+P+s4E9vHaCpsoCq4plZpasrzePLly7h1gtP4JevtvI/f25mf2+YquIAweJcTqgp5rTGUk6sKR73BVsiIjKzKbSKZJnf62H53IpsD2NKFAR8fPiMBj58RkO2hyIiIg6j991EREREZNpTaBURERGRaU+hdRw0TVj26HsvIiLiTgqtY+TxeIjFYgpPWRCLxYjFYhM6cbyIiIg4g0LrGAUCAay1tLS0KLhOEWst4XCY5uZmrLUUFhZme0giIiIyxTR7wBgFg0HC4TA9PT309vbi8XhU+ZtE1tqMynYgEKCiwh1X2ouIiMhBCq1j5PP5aGxspK2tjaGhIWKxiVlyU0ZnjMHv9+Pz+SgqKqKsrEx/JIiIiLiQQus4+Hw+6uvrsz0MEREREddQT6uIiIiITHsKrSIiIiIy7Sm0ioiIiMi0p9AqIiIiItOeQquIiIiITHsKrSIiIiIy7WnKq0z5AK+++mq2xyEiIiIyI6XlrPyxfJ7RUqQHGWM+BvxHtschIiIi4gLXW2sfONaDFVrTGGNqgIuB7UD/JP9zS4gH5OuB1yb535LpT+eDJOlckCSdC5JuJp0P+cBc4BfW2tZj/SS1B6RJfOOOOfEfj7SlSF+z1q6fin9Tpi+dD5Kkc0GSdC5Iuhl4Pjw11k/QhVgiIiIiMu0ptIqIiIjItKfQKiIiIiLTnkJr9uwB/jFxL6LzQZJ0LkiSzgVJ5/rzQbMHiIiIiMi0p0qriIiIiEx7Cq0iIiIiMu0ptIqIiIjItKfQKiIiIiLTnkKriIiIiEx7Cq1ZYIxZaYz5X2PMXmNMqzHmQWNMRbbHJZPHGLPTGNN2mFvNIcfmG2O+aozZlThHXjTGfChbY5fjY4y50hjTZYx5+AjHjOlnrtcQZzrauWCMudoYEzrM68TXDvM5OhccxBhTbIy5yRjznDGmwxjTbYx53RjzBWNMzijH67UhjULrFDPGvAf4LfALIAicApwEPGuMKczm2GRyWWuDh7m1Jo8xxniJnxvvB8611lYB9wI/Msb8bXZGLuNhjKk0xvwYuBMoOcJxY/qZ6zXEeY71XEj46mFeJ24e5Xl1LjjPD4F/Af4ZmAVUAF8FvgI8nn6gXhtGYa3VbYpugA/YBmw4ZPspgAX+Mdtj1G3SfvY7j/G4v02cC+89ZPtPgS6gLNtfi27H/DN/gvgvpkWJn+nDx/sz12uIM29jOBeuBr50jM+pc8GBN+BXwN2jbP9+4ud2Qdo2vTYcclOldWq9G5gL/Hf6RmvtK8BW4FpjjMnGwGTa+BjQB/z6kO0/IV6hUZuAc1xvrb0VGDrKcWP5mes1xJmO9VwYC50LzvQD4D9H2b4hcb8sbZteGw6h0Dq1zk3cvzLKvpeBOmDe1A1HphNjTC5wJrDRWhs9ZPfLift3Tu2oZLystUddanEcP3O9hjjQsZwL46BzwYGstd+z1m4cZVeyn7UT9NpwOAqtU2th4r51lH0tifsFUzQWmWLGmDuNMa8ZY9qNMZuNMd8yxjSkHTKP+P+TOj/cY6w/c72GzHxnGGPWJC7ebDfGrDXGfHSU43QuzCzLgAjw88THem0YhULr1Eo24PePsi+5rXRqhiJTzCbuzyX+F+/fAO8CXjLGnJDYp/PDfcb6M9c5MvPNA+4CmkhcRAN83xjz/w45TufCDJEoXlwC3JdWlddrwygUWrPDHv0QmWGWWWv/3lrbaa2NWGvXAx8lfuXofYccq/PDfcb6M9c5MjP9CHibtfZ/bdx+a+3txKtvnzDGrBjlc3QuOFiiz/R+YCPw96McoteGNAqtU6s7cV8wyr78Q46RGcRau3+UbS8Cu4HzjDEF6Pxwo7H+zHWOzGDW2n5r7WiVsscT9+9P26ZzYWa4h3hF/WJr7WDadr02jEKhdWptTtzXjLKvNnG/ZYrGItNDC+AlXnHdBsTQ+eEmY/2Z6zXEnZI9idVp23QuOJwx5vPAKuA91tq2Q3brtWEUCq1T69nE/Smj7DsFaCY+NYXMIIkVSt5zmN1B4i9MnYm/sv8InJiYVDpd8pxZOzmjlGwYx89cryEzmDHmS8YY/yi7gon79HdsdC44mDHmJuAzwPnW2i2JbRXGmDmg14bDUWidWk8BO4DL0jcaY04hflXft21iNmCZUVYCnzx0ozHmZKAR+L21NpTY/CDxt3cuOOTwDxF/a+fHkzdMyZKx/Mz1GjKz3cHooePixP2atG06FxwqsZrVl4gvJJA+/dX7E9uT9NpwCIXWKWStjQA3AG8zxtxqjPEYYyo52IR9T1YHKJPpYmPMamNMAFIvJI8Qnzh6ddpxDwPPAPcm/+I2xlwJfAD4jLX2wNQNWabIwxzjz1yvIa7w78aYEwGMMQWJt5A/CHzfWvtM8iCdC85kjPkr4AHgD8AHEtX1LxljvkT8//l0D6PXhgxmBgRvxzHGrCS+zvBCIEp8ib9bR7tYR5zPGDOL+EwBHyS+YkkB8SlIngK+Yq3dfMjx+cCXgSuAALAHuMtaqyqrgxhjVgFfJ96zXAkMEq+OdFhrTzrk2DH9zPUa4izHei4YY84j/lrxdqAMyAM2Ad8B7h+tUqZzwVmMMX8GTj3CId+11l6ddrxeG9IotIqIiIjItKf2ABERERGZ9hRaRURERGTaU2gVERERkWlPoVVEREREpj2FVhERERGZ9hRaRURERGTaU2gVERERkWlPoVVEREREpj2FVhERERGZ9hRaRURERGTaU2gVERERkWlPoVVEREREpj2FVhERERGZ9hRaRURERGTaU2gVERERkWlPoVVEREREpr3/D2amEa72iyHjAAAAAElFTkSuQmCC", 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", 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EE09w5513smnTJq688kppgyWEaBIStAohRBhZuXIlm7ds8d6uOhErqY7lAUbXXnstnTt3xmq1cuqpp0qtqxCiSchELCGECCOzZs3i12VHSBh8CuBfm1qfTGtaWhpffvklZWVlTJgwofEGK4QQBpJpFUKIMHJMLa8q65ZpBRg5cqRfwFpRUcGdd97JoUOH6jdYIYQwkEyrEEKEkcsvv5zNydtZcVjdrlrTGhcVgUVTk7XqmmkN5ODBg5x99tmsXLmS33//nfnz5xMZGVn7E4UQohqSaQ1BBw8epKioKNjDEEK0Qv369aNz587e21WDVk3TvKtiFTUgaE1KSqK8vBxQq3Bt27at3scSQgiQoDUk3X777SQnJ9OpUydKSkqCPRwhRCtjbHlFgDlTnrrWuk7ECiQhIYEvvviCyZMns3LlSgYMGFDvYwkhBEjQGpI2b94MQElJCQcPHmyUY7pcLoqLixvlWEKIls1lannlv99T11rSgEwrQN++fZk/fz7du3c33f/rr7/y4IMPSmssIepB13UOHDgQlot5SNAaRL///jt/+tOfTD0TAS644AIAioqKGDJkCE6ns17Hnz9/PnPmzOG+++6jd+/e3HnnnQ0esxCiZcvKyiLvcL73dtXyAIAkb6a1YUFrIDt37uTcc8/loYce4oYbbmj04wvR2uXm5tK5c2dSUlI444wzqKioCPaQmo0ErUHy/vvvM378eF544QWefvpp075//etf3jfziooKdu7cWa/X+Pvf/87UqVN57LHH2LVrFx9//DFlZWUNHrsQouV67LHHmP/zz97bgYJWT6a13O7E7jRnQ8tsDQtkN2zY4K3Z79q1q2mfruvYbDb27NlDZWVlg15HiNbA5XKRk5Njui89PZ2RI0dSWlrKzp07iYmJCdLomp8ErUHSvXt376mxpUuX+mVbx44dy0knncRtt91Wrxm3JSUlLF++3Hs7JiaGs846S5ZYFCLMORwONEMha6B1AIxtrzwlAodLKpn+1u8M+OcPvDgvq96vf/bZZ/Pzzz/Tu3dvrr32WtO+9evXEx0dTffu3dmwYUO9X0OI1mD9+vWMHTuWadOm+cUIN954IwMGDGDKlClBGl1wSMurIDnhhBN4/vnnKSgo4L777vNr8H3NNddwzTXX1Pv4kZGRfPnllyxYsICUlBRuvfVWkpOTGzpsIUQLd8EFF7D79xL2uquOAmdazQsMbM0p5vYPV5NbrLKfH/y+l9tOzqz3GMaNG8e2bdv83vdmzZrl3d63bx8jRozw3t6/fz+LFi3i/PPPJzo6ut6vLURLoOs606dPZ9WqVQB8//33nHHGGd79119/Pddff329ywdbKglag+jmm28GVG3rwoULycrK4sknnyQpKanByyBGR0czbdo0pk2bVqfH//rrryxatIiMjAwuvvhi4uLiGvT6QojQdM455/Dt0eXs3ZwL1DwRC2DOxkM8/v0WU8eBQ4UVFFXYvbWv9RHoPc5isXD66afTqVMnOnToYNr32muv8cgjj9C+fXu++eYbjj/++Hq/thChTtM0XnnlFcaOHcvxxx9Pp06dAj4uIiLCu11WVsZjjz3G+PHjOfXUU5trqM1KgtYQ8OSTT/L5558D8N1331FUVMSoUaOYN29ek7yerus4nU6sVt8//+OPP+7NcjidTq677romeW0hRPAZA9DaMq3Pzc3yPj41IYrDJWrGclZOMSO6pTTquO69917uvfdev/sdDgczZ84E1Adz//79Tfv379+Pw+GgY8eOREVFNeqYhGgOBQUF5Ofnk5npO4MxZswYFixYwAknnGAKTgPJz89n5MiR7N69m969e7Nhw4ZWeUZCalpDwOjRo73bBw4coLi42LS4QEFBQaOdAqioqODaa69lxowZphqZiRMnApCRkcEf/vCHRnktIURoMra8qq2mtcym3nvG9mzHP870BYvbcpqvh7TVauWHH37gj3/8IzfddBNJSUmm/bfddhs9evQgNTXV77nSVkuEMpfLxcsvv0xmZiZXXHGF39/rhAkTag1YAdq1a8fw4cMByM7OZvXq1U0y3mCToDUEXHDBBXzxxRds27aNK664ghEjRjBy5Eief/55OnToQLt27Vi3bl2dA9f169fz4YcfBlzv+4ILLuDtt99m06ZN/PTTT977L7zwQt566y3eeeedsJqJKES4KS0txe5Qk6s0LfBpemPQ6nHjxJ5kpid4b2/Lad6+z4MHD+aVV17h3//+t+l+h8PBz+5uCIFOoU6dOpW0tDQmTpzoXaHLY8OGDfz888+sW7cOh6Px23sJURtN0/joo48oKCjg999/54MPPqj3sZ599lmuuuoqtm7d2mrLZ6Q8IAT06tWLXr16AfDee+9573/ppZfIzs4G4LTTTqNnz568/vrrDBkyBFCn+VeuXMnIkSO9zykrK+PEE0/0ZmoXLFjgzaIC3HHHHcyZM4e4uDgmTZrkvb979+5Mnz7db2x79+7lb3/7G3fddRdDhw41fcCVlZXxzjvvAGomo8Ui34GECHVnn302G1InEdtjeMDSAPAPWo/LSGRin/ZUOlxYNFVekNWMmdaalJWVceedd7J///6Amdbs7Gzy8vIAiI2NNe176KGH+OyzzwBYuXKlN1MF6v21PnMLdF1n06ZN7NixgxNPPJGUlMYtoRAtW2FhIXFxcd6uQJqm8fzzzzN27FhuvvlmzjzzzHofu2vXrt7P5Lqo7994MIV9lKFpWpSmafGapsUDIZViHDx4MH369KFDhw7k5eWxbNkypk6dis1m49dff2XcuHGMGjWKlStXep8TFxfn/aPv2rWrKaAFOOWUU3jzzTdZv359rd/osrKyGD9+PB988AFjx46ltLTUu+/HH3+kX79+3HzzzTz77LNs3769EX9yIURTsdvtoKm3/kCTsMBc0wowY0JPNE0jJjKCbu3igebPtFYnKSmJ+++/n9dff51HHnnEb/+QIUMYMGAAQ4cO9dvnORUbGxvLoEGDTPueffZZMjMzueqqq/xWE1y9ejXvvvsuM2fOpKCgwLRvxowZDBw4kHPOOYeNGzea9v3888907NiR3r1787///c9vPLX1pnW5XGE3W7y12LFjB9dccw2dOnXiq6++Mu0bPnw4e/fu5dlnn6Vt27ZNPpbc3FxuuOEG/vKXvzT5azW2sA9agfuAEvdlfpDHYjJhwgS2bt3KTz/95E31P/XUU0RFRbF//35+++03AB588EHT8x5//HHOOeccfvrpJ+Lj4/2Oe80115Cbmxsws2qk67r3Tf3UU08lISHBtG/v3r1kZmby7bff0qdPH9NzXS4Xb775Jj/++OOx/thCiCY0efJk0tLTgcClAWDOtHZIjmHakI7e233cJQK5xZUcLQv9ZSTfffddNmzYwA8//OC376qrruLJJ5/kX//6l18/7CVLlrB9+3bee+89v9/Tp59+ytVXX83111/Pvn37TPuMp2WrLuZSWFjIoUOH2LFjh1+pQnFxMUlJSXTv3p2nnnrKtC8vL48LL7yQrl278s0335j22e32FrOcZ1FREQcPHqSgoMCv72h5eTm5ubnk5eW16FKN8vJyfv/9d7Zs2WK632Kx8Pbbb1NaWspLL73k97x093+TjamoqIjLL7+cRYsWee+rrKxk1KhRvPnmm7z44ots2rSp0V+3KUnQCo8CCe7LScEaRGFhIZ988gl3332335vrgAED+PXXX/nyyy+5/PLLAbjooosYOHAgEyZM4K677jI9vmvXrnz11Vd+gaRRXU4J9OnTh82bN/PRRx/5fSM77bTTOPfccxk9ejSJiYkA3jeh0tJSTjjhBG644QZuuukm05uz8Y3q999/Z8CAAVx44YUt5k1XiJbuoYceon//AUD1mdbu7eJJTVAzj/90ciaREb6Pij7pid7t5pyM1VCB3vPOOecc7r77br/3UIA2bdqQmppKZGSk35d/Y+eVqgHW1KlTufzyy3nppZfo16+faV9sbCxDhgwhMzPTr5Rh4cKF3tXA7Ha7aZ/L5eLzzz/nwIEDfPzxx6Z9v/zyC4mJiYwcOZK1a9ea9n344Yd06NCBIUOG8Pbbb5v2HTp0iPvuu4/rrruOb7/91u/nHz16NGPHjg24/PdLL73EAw88wLPPPuu374477mDYsGF+HR4AHn30UTp16kS7du38Ehoffvgh6enppKWlcemll5r27dixg+eff54ZM2b4HbMpFBUVsXHjRpYsWeItLfHYvXs3t99+O1dffTVffPGFaV9xcTEJCQmMGTPGLzDt0aMHgwYNIiMjg4kTJzZ5xjwvL48RI0bw4Ycfcu2113r/TqOjo70dOtLS0jhw4ECTjqPR6bouF/cFGAvoS5Ys0Zvb6tWrdcB7qYv8/Hzd5XI18ciqZ7PZvNsul0ufMmWKfv/99+slJSX6RRddpAO6xWLRv/vuO13XdT03N1c/8cQT9W+++UbXdV3/9ddf9bS0NB3QX3311aD8DEKEo4teW6J3u2eW3u/+76t9TF5xhb5+/1G/+79ec0Dvds8svds9s/T3lu5uymEGncvl0nft2uV3/9q1a/UPP/xQ/+yzz/T8/PxGea3vvvtOP/XUU/WePXvqn3/+uWlfSUmJDujJycn6zTffbNr3xBNPeD835s2b53dMz74XX3zRtG/Tpk3efXfffbdpn91u1y0Wiw7op556qt9YMzMzdUDv3bu3374zzjjDe9yKigrTvr/97W/efZs2bTLte/PNN7375s6da9p3ww03ePdV/fe47LLL9HHjxumnnXaa31j+9a9/6VOnTtUnTpyoOxwO075nnnlG79Wrl961a1d9/fr1pn3//e9/va/38ccfm/atWrXKu+9vf/ubaZ/T6fTuGzdunN94Dhw4oDudTr/7m4LL5fJ+Dl988cV++1566SW9qKioWcYSyJIlSzy/q7H6McRpMhErRAwcOJCMjAyys7O54YYb6vScYBf4G0+nLVu2jOXLlzN37lw2bNjAiy++yNGjR3nyyScZOnQoR48e5fjjj2fnzp2sWrWKhQsXemt1AebMmcN5551HTEwMycnJOBwO5s2bx5gxY2jTpg02m42VK1eyaNEi/vznP9draVshhKK7z3hUNxELIDUh2pttNepj6CCQFSJ1rU1F0zS6d+/ud//gwYMZPHhwo77WGWecYVrxyCguLo7i4mLi4uL8JrympaUxbtw41qxZ49caqWfPngwaNIjc3Fw6duxo2uc5Qwawa9cu076jR4/St29f9u3bR+fOnf3G43n/DXSGrGvXrrRr146uXbty9OhR02nvUaNGcf3111NUVESXLl1Mz8vMzOTqq68mISGBk04yn/Q87rjjAPXv8euvv5r+TVasWEFWVhbdunXzG8vKlSv5/vvvAZURN/5+jhw5wo4dOwDVCtLIuHpk1aXPa9pnsVg499xz6dWrF2PGjPEbT9V/g6akaRpvvPEGFRUV3onexn233HJLs42lMUnQGiKsViuzZ89m3rx5tdaahqLFixd7J2rdc889dOrUyXT6p02bNkybNo3nn3+eLl260LZtW3r06MHDDz/MgAEDOOecc7j22mv56quv6N+/P+vXr6e4uJg33niD66+/nrvvvpsXXngBUD1lA70hCCHqxrNYQH0mDvdMTcBq0XC49BZVHtCSaZpmmlNgNH36dKZPn47L5fKrEz3uuONYt25dwOelp6ezatUqUlJS/ALT1NRUb61j1VIFgA8++AC73R5w5cSXX36ZV199NeBrnnfeeZx33nkB902YMIEJEyYE3HfaaaeRmJjIWWed5bdSWlJSEomJiXTt2tXveZ5uEbGxsTgcDlOz/bS0NPr06YPVavVLgvTr148777yT5ORkU0cJgC5durBt2zaSk5MDLo3+5ZdfBvwZgiE5OZlvvvnG7++iJdNa0w/TUJqmjQWWLFmyhLFjxwZ7OC3K+vXrueeee5g2bRp//OMfAz7G6XTy8MMPc/vtt/tliXfu3EmfPn0C1vmceOKJJCYmer8xP/nkk9x9992N/0MIEQYmTpzInj4XQbseJMdGsvafx77c45RnfmF7bgnt4qNYef8pTTBKIRrObrdjtVpbXFuncLB06VLGjRsHME7X9aV1fZ5MxBKNYtCgQcyePbvagBXUGskPPvhgwLKGpKQk7rzzTuLj43n55Zc588wzueGGG+jWrRuLFy/m+++/Z8CAAXz++edcc801lJaWcsUVV/Dtt98GzAQIIQLbs2cPlZXqtG51E7Fq4ykRyC+1kV9Sc5smIYIlMjJSAtZWRoJWERJSU1N54okn2L17N9deey2zZs3i9ddf99Yyde3alXXr1nH++eeTmprK119/zfvvv8/ZZ5/Nww8/HOTRC9Fy9OrVixj3adP6fqBnprXMDgJCiJZNglYRUlJTU73LyGqaxpw5c9i6dSszZ840TUCYO3eud/uSSy5p9nEK0VLNmzePAQMHAg3JtPqC1o0HC2t4pBBCNB4JWkXI69OnD1OmTDHdN3PmTJYuXco///lPLBYLGzZsCNLohGh53GuG1DvTOqKbb9WeHzflNMaQhBCiVtI9QLQoubm5LFq0iMLCQi655BImTJjAQw89xLRp0/jmm2/44x//SEZGBieccIJfoCuEUFzellf1e35GcgwjurVl5Z4jLN9dQG5RBWlJIbUKthCiFZKgVbQoo0ePZs+ePaSlpXHNNdeQnp7O/v372bRpE8XFxbz22mvex86ZM4fTTjstiKMVIjR5msbU1Ke1NmcO6sDKPUfQdfh+QzZXj+veOIMTQohqSHmAaFHGjx8PqIxrVlYWl112GTfffDN33nknGzduND226vrdQgg499xz2bN3L9CwoHXqoAzv9nfrDjV4XEIIURvJtIoW5YorrmDgwIFMmDCBHj168OSTT5r2Hz582Lum9/bt24MxRCFClq7rfP3113S8/nQio9vWa3EBjw7JsYzs1pYVe46wfE8BOUUVpEuJgBCiCUnQKlqU0047rcZT/u3ateO1117D6XSSmZnZjCMTIvS5PDOwUNFqQzKtAGcO7sAKT4nA+kNMP6FHA0cohBDVk/IA0erceOON3HzzzZxyiqzUI4RRREQETqeT3u4vdPWdiOUxdaBvSc1ZUiIghGhiErSKVqGoqIisrKxgD0OIkGexWNAbKdOakRzDqO6q/dWKPUd4fm5Wq1rnXAgRWiRoFS3eyJEjSU5Opk+fPrz11lscOHAg2EMSIqR5Wl41xgqXN03s5T3Os3O38e8ft0rgKoRoEhK0ihYvOTnZu33ttdeyZMkSCgoKWLZsGcuXLw/iyIQITY3R8srj5H7pPHPxEG+pwcs/7+COj9dQWGZv8LGFEMJIglbR4k2ePNl0e9CgQbRv357jjz+ev//970EalRChp7CwkPvuu48jR48CjRO0Apw3rDMvXjYcqzty/XrNQU559hd+3pLbKMcXQgiQoFW0Av/4xz+w2WysXr2at956i759+9KtWzfA1/ZKTlcKoYLWxx57jKLiYqBxygM8zhzcgbeuGUV6UjQAucWVXPP2cr5cvb/xXkQIEdak5ZVoFSIjIxk6dChDhw4FVJlAeXk5ffr0oaKigpNOOom9e/eycOFCevbsGdzBChEkdrvnlH3jTMSqanxme368YyIPzdrIF6tUbflfP1tHelIM43qlNuprCSHCj2RaRav0j3/8g0ceeYSrr76a0tJSxo8fj67rPPfcc8EemhBB07lzZ1avXk1qansALE3wCZAcF8kzFw/lTyertlp2p86N761kW05x47+YECKsSNAqWr2YmBieeuopDh486LfUqxDhJDo6mqFDhxJhVSfZGjvTanTHlEwuHNEZgOIKBzPeXUGlw9lkryeEaP0kaBWtXnx8PEOGDGHEiBEMHz482MMRIuh8La+aLmjVNI3Hzh/ECb3bAbA7v4y3f93dZK8nhGj9pKZVtFplZWXk5+dTWVnJqlWrmvQDWoiWxOWel9jU/0VERlh4/PzBnPzML9gcLl6av50LRnQmNSG6iV9ZCNEaSaZVtEp2u534+Hi6du1KZmamdA8QAsjLy+PDDz+k0mYDGr6Ma110SYnjuhN7AFBc6eDZn7Y1/YsKIVolCVpFqxQZGUnv3r29t4uLZRKIEFu2bOHyyy+nrKwcaNqaVqObJ/UiNSEKgA9/38uW7KJmeV0hROsiQatotZ555hkmT57MrFmzTKtm2dxZJiHCjcPhUBta07S8qk5iTCR3ntoXUKUJN723ksMllc3y2kKI1kOC1iCxO138vDVXTls3oWnTpjF//nzOPPNMAP7yl7/Qt29fUwZWiHDSr18/3n33XaKiY4DGXVygNheP7MKo7m0BNSnr2reXU1rpaL4BCCFaPAlag+Cr1QcY+9h8rnlrOav2HmnS13r8+y0M+9ePfLP2YJO+TkuwZ88etm3bxr59+8jNleUlRfjJyMjgyiuvxBIRATRfphUgwqLxxlUj6Z2WAMC6/YXc9L+VlNukDZYQom4kaA2CpFir99TYh7/va7LXKa6w85+FOzhSZuex2ZtxusI7qzts2DDat2/PaaedRmFhYbCHI0TQeM7wNMXiAjVpExfFO9eOJiNJZXoXZR3m0jd+I69YSgWEqKtKh5PluwsorrDX/uBWRoLWIJjYJ40OyepNe9a6gxQ10R/e6r1Hva1tDhVW8Mu28M4u3nPPPeTk5DBnzhwyMzODPRwhgsbzvtCcmVaPTm1ieefa0d62V2v3HeXcl3+VFbOEqMXhkkqen5vFCY//zEWvLWX8kz/z38W7sDlcwR5as5GgNQgiLBoXjewCQIXdxddrmubU/co95tKDpszqtgSRkZHSq1WEtaNHj7Jx40ZcrqZfXKAmfTMS+fLmcWS6SwUOHC3n3Jd/5VspYxIioIXb8pj45M88O3eb90zt0TI7/5q1iVOf/YVdh0uDPMLmIUFrkFw8srN3EsRHv+9tkteoGrTO35JLTlFFk7yWECL0zZo1i4EDB+IpFGqOPq3V6ZISx2d/HMeJvVMBKLM5ue3D1Tz07UbszvDJHAlRm3mbc7j+nRWUuuu/YyItnHxcGpER6j/g3fll/OOr9cEcYrORoDVIOreNY0JmewA2Hixi/f7GrbF0unRWV5nk5XTpfLoivLOtHna7Hbs9/OqBRHhTLa98kWowygOMkmMjefuaUcyY0NN731u/7uaat5ZTWC7/fQoxZ0M2N/1vJTb3F7lLRnbht7+dzMzpo5j7l4n0TU8E4Nft+SzbmR/MoTaLVhG0app2n6ZpqzRNW6Fp2vOapkUEe0x1cdnoLt7tj5Y3brZ1S3aR91vZmYM6EGVV/9Qfr9jnPTUYjpYsWcLUqVNJSUlhzpw5wR6OEM1qwIAB/OWuu7y3g5lp9bBGWLjvjH68+ofhJESrlcUXbz/M+a/8yp788DjlKUQgv+8q4PYPV2N3qs/sa07ozuMXDKJNnFqoo1u7eO6Z2tf7+Gfntv7V5lp80Kpp2pXAZcA4YDQwEPhbUAdVRyf3S/euEvP1moNU2Buv9csqQ2nAScelMXVgBgD7Csr5LQy+jVXH4XAwZ84cSkpK+Pnnn4M9HCGa1ahRo3j88ce9t0OpxnvqoA58/sdxdG4bC8COvFKmvbiY79cfCvLIhGh+uw+XcuN7K7wZ1hsn9OSBs/r7/Tc7uW8aQ7q0AeC3nQUs2XG4uYfarFp80ArcDryt63qFrusu4HXgVi2U3o2rERlhYdqQjgCUVDpYu+9oox17hSFoHdm9LReO6Oy9/cu2vEZ7nUA2Hyrif7/toSQEG4ePGTOG2NhYBgwYQIcOHYI9HCGancuwoEkoZFqN+mYk8tUtJzC8axsAiioc/PH9Vfzti/WU2ULv/USIplBYZufat5dzpEyVyJwztCP3Tj0u4JdMTdP48xRfN5znfspq1YsWNXvQqmnaFZqmHdU07e1aHjdJ07RFmqblapp2SNO0NzVNa1flMVHAMGCD4e71QDrQo7HH3hTG9Ur1bi/bVeDddrn0Bk1GWLFbBa2pCVF0TYljVPcUoiLUP/fSJsy0ltucXP7Gb/zjqw08NWdLk71OfUVHR3Po0CE2bNjA3XffHezhCNHsjJ9nwa5pDSQ1IZoPbjieq8Z289734e97OeWZhczZcKhVfyALYXO4uOl/K9np7gYwoltbnrhgcI1nRSb2ac8w9xe933cXsOFAUXMMNSiaLWjVNC1V07TPgEeA5FoeewowF5gFZACDgQHAQk3TEgwPTQUigKOG+zwpxvTGGXnTGt09xdtF4Hd30Lr/SBljHpvHxCd/ZsOBY5+glV1YwYGj5YD6g9c0jZjICO8f9YYDhU02yWHpzsPeb4ffrT8UkvWzyck1/vkJ0Wrpul4l0xp6QStATGQE/zpnIG9cNZK2cZGAaot10/9WcdV/f6/X+6IQoU7Xde7/aoM3sdQlJZb/XDmCmMiap+lomsYN432TGX/clN2k4wym5sy0vgvsAE6t6UGaplmB14CVuq4/oeu6S9f1POBGoD9gTI+F5jvuMUiOi/TO/lu55wh2p4t3luwmr7iSg4UVXDFzGZsPFZFdWMEDX2/ggleXcOsHq/j3D1t5YV4Wj87ezL++3cQv2/K8GYhlu3yZ1BHd2nq3PVldl+4LkKtTlyyvzeHisdmbeeDrDd563AVbfaUHh0tsrN1/tG6/CINDheXsyCs55ucJIWr26KOPkpTUxns7RGNWr1P6p/PDHRM4Z2hH732Lsg5z1ouL+eP/VrI1WxYkEK3H6wt38rG7w09ijJW3po+inXsRjtpM7NPeezb1p005TTbGYLM242vN0HV9v6Zp3Wt53MlAT+AN4526rq/TNG07cJ2maQ/qKkLLA5xAG8NDPVFai/lXO75nO7ZkF1Nud7J231G+MTTYPlpm59L//Ealw0mFvfpA8r+/7qJX+3g6t41jYZYvcBzRLcW7PbZXO56dq7aX7sjnlP7+yejSSgf3f72Br1YfYHjXttwwoSfH92jHou15/L6rgCGd23CBuz72jUU7eX3hTgDSk2K4eVIvft5qXnVr/pZchnVt6/c61TlwtJwpT/9Cud3JpzeNZVR3Nf4fNmYzd1MOt0zuTffU+DofrzaFhYWSeRVhw+FwtIhMq1FaUgzPXzqMy0Z35cFvNrLFHah+vyGb7zdkc/Jxadw0qRcj3WeVhGiJvll7kMe/VyV1ERaNV/8wgt5piXV+fny0lXG927Fgax5bsovZV1BGl5S4phpu0DRbplXX9f11fOgE9/W6APvWAp2AXu5j2oBVqI4BHoNQAeuu+o20+Y3p4QssX5y/nZwitdqFp01VYbndG7DWNHFiR16pO+OqbvdMjWdwZ19ANqRLMjGR6piBZhhm5RRzzsu/8sWqA7h0NZnrxvdWMuRfP3LrB6t5d+ke7vx0LV+tPkB2YQUv/7zd+9wPlu1lR14J+wrKTcecu1kFsXaniyXbD5vWStZ1nTkbsk2n+uZuyqHcnbWdv0U9t9Lh5M8fr+HTlft55qfGaenx+uuvM2TIEFJSUigoqDnrLERr0atXL06eMsV7O9QmYtXk+J7tmH37eF64bBg9DV9c523J5aLXlnLGC4t5b+lu6e8qWpzFWYe585M13tsPnzOQEzNTq39CNYyJqNaabW3OTGtd9XFfB+pz4klBZgKeiOkF4B5N014GbMAM4CW9lmp9TdO6AJ2r3D0w0GOb2ihD0Gqc2f/K5cN5Z+luFmUdJiHayh8n9eLaE3pQZnOwp6AMXddJiI7kcEkl7y7dzY+bctB1OC4jkT+M6cp5wzsTGeH7XhJtjWBktxQWbz/MluxiCkptpMRHUWF3MnPxLl6av90bMMZEWqrN7P7ti/UM69qGMpuvRdeBo+U89O0m7+0oqwWbw8XmQ0XsP1LG37/cwC/b8hjapQ2f/3EcERaNl3/ezr9/3EZ8VARz75xIh+RYU2lDlnst8h25pd7XysptnLKB/Px81q1T34t++eUXzjvvvEY5rhCh7IorruDM8y5m2MM/AaHV8qouLBaNs4d05IyBGXy77iCvLdjJVvf7xOZDRdz/9UYe/HYTw7q04cTMVMZnpjKkcxusEa2hUY5ojTYcKOTG91Z4e7HedlJvLh/TtV7HmtIvnb9/qealz92cw7Untoj56MckFINWT2qwLMA+z31tPHfouv4/TdO6AUsAl/v6sTq8znXAP+s/zMaTmhBN77QEthsCstSEaCYfl8bk49JYtfcImWkJ3obCsVERpjqXviRyQu9UcosrKLc56ZoSV+2H0dhe7Vi8XWVZPf1aH529mf1HfBnS0T1SeOmyYRwsrODdJbvJKa5gTI925BRV8P6yvZTbnSzZoZ6bGGOluEK1olmU5cve3jC+By//vAOAm/630jubcc2+o3y95gAT+7Tn1QVqf6nNydxNOVxxfDdTre22nBL3ta9u7cCRQH8Wx27SpEnExcVxwgknkJCQUPsTanD48GFSU4/9W7EQwWAsD2hhMauXNcLCecM6c+7QTizYmsd7v+3h56256Lpa+W/FniOs2HOE5+ZmkRhtZWyvdozPTOXEzPZ0b1f9+6MQzWnTwSKunLnMuxDQpaO68JdT+tTyrOqlJ8UwpHMya/cXsmxXAYVldpLdExnroqjCTk5hBZnpdS9LaG6hGLR61Hnaua7rj6C6EhyLmcAPVe4bCPznGI/TKMb0SDEFrdOGdCDCfe7OU9dZm7TEmFofM7aXr2vYXz9bZ+qlGm21cPOk3twyuRfWCAtpSTEMvWSod7/D6WJnXqmpZdYTFwzmhXlZ3jozgAEdk7h0VFdv0Fq1/cbTP25j1d4j3v9QQZUCjOudyuESm/e+fUfKKLc5TccuqnBQXGEnMabu/yEGMmbMGI4cOUJUVFSdn+NyudA0zfSBV1xczIABAxg7diyPP/44xx13XIPGJURTc4V4y6tjoWma98v9gaPlfLFyPwu25bFm31Gc7h+0uNLBj5ty+NF9urRTm1gm9EnlxN7tOaF3O28yQIjmtPFgIX94cxlH3d12pvRL5//OHdjgL1Sn9E9n7f5CnC6dBdtyOWdopxofvygrj+/WHWLV3iNk5ZbQMzWeeXdOatAYmlIonjPxFDgGmm0TV+Ux9abr+j5d15caL5j7vTar0T3Mgem5tfyh1degTsnER6n2GcaA9ewhHZl/1yT+NCWz2lNp1ggLL14+jA7JKjg+sXcqUwdm8Ifju5keN6lve7qkxHm7Inh0aqNWujlwtJz//WZetnbJjnx+2Wpe9EDXYUdeiSnT6nl+Q0VERPgFrAsXLuSjjz5i1apVfo/fvXs3kydP5p133jHd/8wzz5Cbm8vXX3/NP/8ZEon7ZuN0Opk9e3awhyGOkR7Ciws0RKc2sdx2ciaf/3Ecqx84hdevHMGVx3ejR5WJmweOlvPh7/u45YNVDHv4J855aTFP/bCFpTvysTnq3xtbiLpavfeIKWA96bg0Xv7DsEYpY5liqGv9sZa61i9X7+fKmb/z0fJ9bMspcX/mlnK0zFbj84IpFDOtnpk2HYDVVfZ5+p5kNd9wmsfxPX0Z0O7t4kwTqBpTZISFE3qnev+Yh3RO5oFp/U1dBmqSmhDN17eewOKsw5w2IANN0zhvWCcen73Zmzmd1DcNgJP7pXnrzU46Lo2Hzh7AyU//4l2WDiAjKYbsogoqHS5eX7jD7/W25RT7tbU5cKSc4zKSADVJLSnG2iin+/7zn//w/vvvo2kaLpf5w+u5555j4cKFrFy5khNPPJHevXsDMHz4cPr27cvhw4d54YUXTM+55ppr2L59O2lpaXz++ecNHl8o0XWdW265hddff50HHniABx980PtvsHXrVtq3b09KSt3+pkTzeeihh/h89jyYfA/Q8jOt1UmKieS0ARmcNsCzfHUZi7cfZnHWYRZvP+ydrKXrsHZ/IWv3F/LyzzuIi4pgUKdk+ndMol+HJPp3SCIzPYFoa819MoWoq1nrDnLnJ2updH9BmtIvjZf/MLzR/sb6pifSNSWOvQVl/Lwll3Kbk9go/2MfKiznga83em8nRlsZ2rUNw7q08Z6lCEWhGLQuBO5DLShQNY0zGDiAbxJWi7UqZxU/7vmRe0bdg6ZppCfFcNGIznyz9iB/PqVPk9Zc3X9Wfzq2iWVY1zZMG9wRyzGmW9ISYzh/uG8OW0K0lekndOfln3eQmZbAMPc6yNNP6M6CrXkkRFt56sLBtEuI5sqx3Zi5WDV2SE+K5skLB3PVf38H8HZN0DTfqj2r9x71y6x6bs9cvIuHZ23iwhGd+fdFQ47591DVtm3VdyaIiFD/0ffo0QO73Tc7edq0aUydOpXt27eTnm5uIbZ8+XI2btxIly5d/I43e/ZscnJyuPTSS4mNjQ34mpWVlURH161HX0OUlpZisVgCjmP9+vXMmjWL/fv3c++993p/lmXLlvH6668D8PTTTzN9+nR69OhBZWUlF1xwAQUFBbzzzjuccsopTT7+xvbpp58yY8YMOnXqxJlnnskTTzwR7CE1mj179rBp82Y6T1a3w6W2s0tKHJeN7splo7vidOlsOFDI4u2HWbgtj1V7j3gnwZTZnCzbVWBandBq0eidlkD/jiqI7dU+gW7t4ujcNs7b4UWI2jhdOi/Oz+K5ub6c2xmDMnjukmGN+nekaRpnDOrAa7/soMzmZP6WXM4cbF6yXNd1/vrZOu98lOnjunP/Wf29JYmhLBSD1nmodlXnAY977tQ0bTCqa8DDtXUGOBbupWA9BZK1F4U2gnc3vsvTK5/Gpbs4LuU4zu19LgBPXTSExy8Y3OR/OF1S4njw7AGNesy7Tu3LhMz29EpL8J7iSEuMYfafxpsed8vk3szZkM3BwnL+fmZ/xvVqR3JspKlNzfjM9ix0d1H4foP/yh4H3JPGPl6uSgy+XnOApy6seZm7unj22WfZsGEDu3b5d0vr06cPjzzyCH/+85/9gjur1RqwljUpKYn4+Hji4sy98nRd5/7772fVqlU8+uijZGWZTxxcdNFFLFiwgP79+/PLL7+Y9t133318+eWXJCcn89tvv5n2ffPNN/z4448MGzaMq6++GqvV95/38uXLWb16NTabjVtvvdX0vJkzZ/LnP/+ZAQMG8PzzzzN58mTvvscff5wPPvgAUJljT9B6/PHH88EHH3DDDTfwxRdf0KOHmqX673//m40b1bf39evXm4LW9evX89xzz5GRkcEZZ5zBCSecYPqd7Ny5k4ULF3LOOeeYsrQul4vi4mKKiopISEigbdvAfX91XTf9DZSXl/P1119TXl5O9+7dTT8XQElJCbGxsei6bvpdTZo0idLSUjZu3MigQYP8Xmf16tX07dvX79+1IRYvXsy+fftISUlhwoQJ1X6ROVYulwu73Y6maURFRZGcnEya4ctVC/iManQRFo0hXdowpEsbbpncm9JKB7/vKmBR1mGW7DhMVm6JKdPkcOlsyS5mS3YxX3DAe79Fg05tY+neLp60xBgSY6wkxUaSFGMlKSaS2KgIrBYNi0UzXUdoGhEWjTZxUXRPjZMsbhjYk1/KnZ+sZcWeI977bp7Ui7tO7XvMSaO6mDZEBa0A36496Be0fvj7Pu/E6Z7t47l36nEtImCFEAxadV13aJp2EzBb07R7gKeAFNQqWZvctxvTfTRzF4H+7fp768oe//1xRqaPpHOiyly2lD+cqjRNY4yhxKE6KfFRfH/HeIrK7XRuqz70J/Rpz7eGBRWm9EsjK6eYQ4UVHC6p9DvG/qPl2BxqUhiA3alTZnMSH92wP+cTTjjBFEgZ3Xjjjcd8vF9//TVgIL1p0yZv3aynzMBo8+bNHD58mO3b/U8o/PTTT2zZsoU2bdr47fv444+9AebVV19t2jdz5kxef/11NE3j4osvJi0tzbvv0KFDuFwu1q9f79dJ4YwzzvAe05hhBrjsssuYMmUK7du399538803k5WVxTvvvMO4ceNMj9+3bx///e9/AWjbtq3pdz1z5kxuuOEG789x8cUXe/e9+eab3t//yy+/zM0332z6XU2ZMoXCwkL++c9/cvfdvgXzKisrueyyy7w/R9Wgddy4caxfv57bbrvNVNrRvn17rrvuOj799FO/oLW8vJxRo0bhdDqZMWOGN9vs4WmdNmbMGO69917TvosuuoiVK1fSoUMHfv31V9O+J598km+//RaAAwcOmILWjz76iFdeeYU2bdrwwgsv0L17d+++7777jrvvvhubzcbTTz/NOeec4923bt06hgxRZyDuueceHn/8cZ599ln+cn8Z45/8GWi95QHHIj7a6p3MBVBhd7I9t4RNh4rYdLCITYeK2HyoyJuV8nDpsK+g3K839bGIsGh0axdHZloCmWmJ9E5LoHdaAr3aJwQ8pStalnKbk3eW7uaFeVneto1RERYeOW8gF430PwPXWPp3SKJn+3h25pUyf2uuafJyQamNx2ZvBtQXr6cvGlLrMrGhpNmCVk3TLgeeATy/nUs0TTsdyNd13ZT203X9R03TpgD/B9yJWvVqNnCPruuNvW7fo/gC4dHA/EY+vp+RGSOZPnA6b214i1J7Kfctvo+3TnuLCEvL+cNpiKSYSJIMs/9POs4ctI7ukcJPm3I4VFgR8PkHjpSz83AJDkM2pLDc3uCgtbFVl/kdMGAAW7du5T//+Q89e/b029+2bVsGDx5MZmYmTqfTW5rgdDqJjo6ma9euJCUlmZ6j6zq//67KLCwWiylzCNCxY0fv47777juuueYa777+/fszefJk1q9fz+DBg03Pmzp1Kh999BEjR46kUyf/yYHGgNUz9rfffpvp06czbNgw0z6Hw/ehX/VYQ4cO9W7/+OOPpqDV+LNWLcGoqKjg4EH1t3PkyBHTvqSkJDRNQ9d1v98XQFGR6mrx8ccf88wzz5h+Z6+++iqvvPKKacwAa9aswelUHz6Jif5tYb799lucTicVFRV+Qeu2bdvYtWsXFRX+f9fGzHLV3+mWLVtYtGgRAA8++KApaC0tLWXz5s0Bf37jREObzTexwtVKJ2I1lpjICAZ2SmZgJ9+8Al3X2X+knC3ZxezJL2V3fil78svYnV/KgSPl1LcE0OnS2ZlXys68Un7Y6Js0o2lq/kC7+CjaJUTRLj6alPgo9221nZoQRUq8uiREW6UXbQgprXTwxar9vDh/O7nFvsTLgI5JPHPxUPpmNG1LKU3TmDa4I8/Py8LmcPHTphxvSd+L87Modk/CvmF8z2NasTIUNNunvK7rHwAfHMPjFwAnNtmAfK9jQy1KgKZpgaOkJnDr0FtZcmAJW49sZXXuamZumMmMwTMAKLOX8f7m94m0RPKH/n8g0tKw9k6hbmKfNG8da5u4SPqkJdInPdHU9zXCotG5bSx78ss4cLTcb3LW0TI7Hds0zinV5tCnTx/+/e9/B9znCVCqioiIYPHixQH3aZrGpk2bWL58OTk5/jNGL7jgAvr370+nTp3o37+/ad+VV17JlVde6Xd6HVQwdckll9TlRzKZNGmS332nn346+/fv5+DBg95yAo9BgwZx9dVXM3LkSE499VTTvl69enHJJZeQlJTkl/mMiopi0KBBJCcn07mzea0Qi8XCe++9R2RkZMCA+5RTTuHAgQPExMSQl5dHhw7mU2iaphEZaf5vLzU1lb/+9a9s3LjRm8X0cDqd3oDWGCR6pKenk5mZ6f0CYTRjxgwmT55MSUmJ32va7XZiYmKoqKjwO25SUhJdu3YlOjrar1whOTmZM844g+joaAYO9K2bYgywwqWmtaE0TaNLSlzAZTHtTheF5XaKyu3elnxF5Q7KbGrJXKcLnC4XTpeOw6Xj0nXsTp3cogqyckvIyi0hr9h8RknXIa+40u/+mkRbLSREW4mLjiA+yuretpLgvh0fbTXVTpr+5TXQ0Lx9eyM0jcQYK8mxkd5Lkmc7LpKEKGuTnNZuyexOFyt2H+GbtQf4Zs1BU0vHKKuFmyb05NaTMputDnrakA48P0+Vnn279iDnD+/MvoIy/vfbHkB91t5ykv+ZvlCnNWJ5aIunadpYYMmSJUsYO3Zsk79e1pEsLp11KTaX+iC6uM/FnJ95Pn9b/Dd2Faq6yjN6nMGjJz7a6rOwt3+4mm/WHuT6E3vwj7P689Hve7n3i/Xe/b3TEujcNpYF7rZY153YwzuhC+DDG4439aAVIhh0Xcdut+NyuYiJabwSeV3XcTgcWK0N75SxM6+Ek55WtdLXntCDB6b1r+UZoqkdLbOxPbeE7e4gNiu3hNyiCvJLbRSU2kJuNrdFg8SYSFNQmxwbSUxkBNGRFmKsVa8tREdGEBNpIdqqrj37PLejPY+NjCDaaiEqwhLSX6pKKh1sPlTE2n1HWbX3CIuyDvuVkERYNC4a0ZnbT84MSlJl6vOL2HyoCKtFY96dE3nmp218vUadmfrHmf24frz/mb7msnTpUk8J2Th3y9E6Ca3zqWEms20md4+6m0eWqXURPtn2CZ9s+8T0mNm7ZhMXGccDxz9Qr/+A9xfvZ3n2cga3H0zP5J4h+ybw3CVD+evpfb29XKuuyNE3PZE2hpU9FmzNNe03TuRyuXTJAoig8Ex4aorjVs3A1pd5cYFGOWSTqnRWsrtwN78d+o1lh5ZxpOIIURFRxFhjSIpKok10G5Kjk4mxxhBlicKpOyl3lFPhrCDOGkdiVCKx1lhcuguX7qLUXkphZSEl9hI0NCIsEVg0CxFalWtLBBGa4eJ+nFWzqhIczep9nNViJVKLJDIiEqtmVdcWK5EW/+voiGhirDFEWiLRVIqThBgLw7omM6JbW7/3aJdLp6jCzuESFcAWlFZ6t/NLKjlSZqe00kFJpYMym9O8bXPQFHkpl67ec43vu43NoqlSjbZxqhQiKTaSCIuGRdOIi4qgTVwkbeOiSI5V1/HRVjXRzX0JNAnO4p4E53Tp2J0u7E4dh9OFzenC4XTf59KxO1w4XC7KbE7vz+nJpueX2tibX0Z+afW9TNsnRnPRiM5cOqorXds13oTNYzVtSAc2HyrC4dKZ+NQC7/2d28Zy5dhu1T8xhEnQGmSXHncp7ePa888l/6Sw0rdmwuD2g8k6kkW5o5zPtn3Gwn0LibBEEB8Zz/Edjmdil4m0i2lHdmk22WXZHCo5RE5ZDvGR8Vzc52J6t+3NT3t+4h+L/0GZQy192imhE5O6TOL07qczuP1gLJo6TeFwOVidu5qlB5cSFxnHyV1Ppkdy865ZbLFo3olZAJnp5glBfdITibT63sx3uCdheRSWqzeQ7bnF/OHNZXRLiefDGce32IltQjQV0+ICTfTfR2FlIbsKd3G08ih2l50KRwUHSg6wr3gfeWV5VDorvZcKRwU2p40Kp7p26S5iI2OJiYih1F5Kib2k9hdsRTyBs9Vi9QbLEVoEVs2XZdeNC0ZaISIygohE9ZwkLYI23qA6AgsWdCxougXNHYBbNAsW73aEbxt1DI0IHE4NhxMcTgt2B9gcUOkAm12jwq5TaYcKO1TYdMps4HJZQI9A162gWw3bGmg6Gjqgg6ajVlz3bOumbU1z98jWNSrRyHZoZB/R4IiGt6hB92wb/349+6rcNjxGp8rfu17177+m2+bjW6LNj81IjmF09xRG9WjH8C5tsUZYcFpyOFgSTXSE72K1VH+2RNd1Su2lHKk4QkFlAQXlBRypPEKxrdg9Ag2LpjLQqpxDw4IvI23RLKbHtGmvEdcmi0q7BfRIdJf6t5k+cTAFFbneL39REVGmv69QJkFrCDi568kMaDeAB5c+yKqcVVzR7wpuHnozy7OXc8u8W7C77OSW+zKL249u53+b/1ft8T7a8hHD0oaxKte8stOBkgO8v/l93t/8PhnxGaTHpeN0OdlXss8UMD+/6nn6tu3LmA5jGJQ6iF5tehEVEYVFs1BqL6WgooByezkZCRl0TexKYlTjF5UnxUR6Fx4A6JuR4G3GHIjnG//Xaw6SU1RJTlEl6/YfbXFF5kI0NXNN67E91+FysLNwJ5vzN7O5YDMFFQVEWiKJtERypOIIOWU5HCw5yJHKI7UfrAa2ShuF1Sx8mBydrIJcR4U5eGslPBlhu6vpspgNFuG+uCtgmr6bdOgrBuYVw7x1wLrqH2fRLMRExBBjjSHWqr6cWS1WjlYe5UjFEW+5YGOJ6OBbStTj+a3qUnVcnsD654t/xmoJzfAwNEfVjILRpzWQjPgMXpvyGk6X01u/OrbjWF6Z8gqvr32do5VHAThUeohSe2kNR1Lfwo0B6/mZ51NqL+XXA796sxbZpdlkl/r3QPXYemQrW49srXa/UWJUIu1i2tE2pi1xkXFEW6KJi4yjbUxb2sW0w+aykVOaQ25ZLi5dBZ5xkXEMSh3EkPZDSIpKothezNGKoxwsPcj+4v2UOcqI7XCE6BgHum5lTfFOHI4IItseAN2K7opU13oEGjrrjuQxZ1cWawp2YU3OQ8PF7D05ZJUnkBSdRLuYdqTEpJASk0JydLI3y1wTp8uJS3d5TwsK0Rp4ugdYYvewpWwjOaUppMebuzIcKjnEogOL2FW4y5sF3V24m61HtlLprPvkoEA8H44xETHeTI8xE6VpGuV23+n9lNgU2se2Z1jaMI7vcDzt41R3BV3Xve8bRbYilbl1VBJhiSDWGkt0RDTljnKKbEVUOCqI0CLQNI34yHjaRLchPjLe/ftw4dAduFwunLrTGzQ6dIe6dqlrp8uJU3dfDNsOl0NddHVtd9px6FWu3fttThuVzkrKHeU4XU509//U/3Xv65tew+XEoTu8t6tmw3Rd943Z5fAbX9Vth+7w+zcRzceluyhzlHnPgIYKl+6i3FGOzWkL2YAVZCIWmqY9SJU+rc01Eas+7E47y3OWs+TAEpy6k4z4DDrEd/BmTn879Buvr3udfcX7iLXG8q9x/+L0Hqd7n7vk4BLm7J7DkoNLsLvsWDUrCVEJjOs4jomdJ1JQUcAPu39g6aGlOFyt883NolloG92WdrHtSI5O9r6Rl9nLKKosotheTKWz0htgA97aN6tm9Z2us1j9bxtO6VXd573Ps7/K89UpO4t3jJ5TPZ5TQMbTQoG2PaeJqj7P7z7Noo5nsZAQmUBSVBIpMSl0TOhIcrT/8sE2p/rScahUlaB4AnnP2D11fp5t75jcr2e89vx8xrEZ94MviDD+zqueKvX8frwX988ToUX46hTx7W8Jp72ay/I9B7jiy/uJarscgFhrLNcOvJYR6SNYdGARi/YvYvvR+i06mBiVSEZ8Bt2TutM9qTtpcWlERUQRaYkkIz6DLoldSItLky+BQWYMwj2BrjHg9QTg3sdUvW18juHxNqcNu8tOpbMSm9OGzamyht73Hff7gucLhPG+qv+t6rquLqigXMd82/NzgK9cwhPPGDPwVe/zu+15rPfKd391z/Ueu6Zj6mB32b1fVIzlMJ4vLhXOCm95THJ0MikxKbSNaetNsHhuJ0Wp9n0u3QU6uHB5fxeeLy2eL0Ce+526E7vT7i278XypM47FePGcvQB4Z+o79fq7Ohb1nYglQas50zoamB/KQWtd2F12VuaspEdSD78MSl1VOivZnL+Z9YfXk12a7X2DiouMIyU6hRhrDAdLD7K3aC+5ZbkUVBSosgFHzY22PYFJazyt1xokRibSNqYt8ZHxRGgR5JTlcLj8cIv/9zJ+UBqv/YJf98Vvnzso9gTCtT030OtEaCoDGB8ZT2REpDcAKLOXUWIvocRWQqm9lGJ7MXanOjXs+QD3BPaebe/PZQj2vdcBAnTjcw+W5FBiD3zqvSZRlij6pvSlX0o/+rfrT792/eiU0Am7S2USk6KSiIsM3qQTIUTLId0D6ilYfVqbUqQlkuM7HN+gY0RHRDM0bShD04Ye0/N0XcfmslFqLyW/PJ/8inwiLZF0iO9A+7j23p6zeWV5rM1by/rD63G6nCREJZAYlUjH+I50TuzsrVur+i31jo+Xk1daCpoDi8WBrtlBt5CZlsSNEzJ5/Ptt5BXZAQsXjejGlP5pFFYWeoPqgooC8svzvddFtiJvhjQ2Ipak6CSSopK8M5E9326Np+eM2QWnyz9TETBz4T49GOqK7cUU2xt7/Y7g09HV718HOyFcK9iMXI4EBiSPZ3flAtOXzeiIaEZnjGZC5wmMSB9BfGQ8URFRJEcnt/qe0UKI0Bb2QatoXJqmeWvTUmJSyCQz4OPax7VnSrcpTOk25ZiO3z1O51B2PgCZaQnklVRytMyONSGZc3qfyP35P+Bw98pLi8jk5K59GvYDNSLPaRxvHVyVQFjXdVy4TKeAjKfFPHVr4J6sgftx7m3jqTPT46ocw7PtcDkothdTVFnE4fLD7C/Zz8GSgxTZiii1l2J32UmPS/eWoHRM6Eh6XDpWi9UbjFcN6D11ep7XNp6uqnqqL9BpLsBUQ+ypFzSegtR1depLR/e+nlN34nK5vL8zz+/Z+1jdVy8Y6OI9XoDjBDpedccxHutYWTRVrpEQmUBUhK9tVtXTlHU6BWo4bVn19KfTBYeyu1OZdxrjJg/lxbF38vHWjyl3lDO241hGZ4wmxhq08n4hhKiWBK2iRenU1teguU9GIrYDLo6WqR56NoeLIkNz55LK0Mpsek4VRxBhCkpE6+P9kmEIfh0uB+WOcsrsZdhcNm8dcKw1loTIBGKtsc1Se7tq7xHOf2UJoMoF0uPTuX347U3+ukII0VAStIoWpZNhVZG+6YnsK1AzMI+W2TlSZm4VUlIRWkGrCB/GLyhGTdEe7liZ+rTK/DQhRAsiUzhFi3Jchu9Df0iXNiTHqho7tWKMuRVPqGVahQgFphWxJGoVQrQgYZ9pDZU+raJuTumfzu0nZxITaWFCZiqfrtgHgK7Dnnxz37tiCVqF8OMyRK3SCUwI0ZKEfdAK3EeVPq0idFkjLPzlFN/kKk+mFWBnnnm5x5IKmSUuRFWmTKtErUKIFkTKA+BRIMF9OSnIYxHHqE2cIWg9bF4pTMoDhPAnNa1CiJYq7DOtrbFPazgxZ1qrBK0yEUsIP5JpFUK0VJJpFS1am1hf66iq5QFS0yqEP5durGmVoFUI0XJI0CpatCRDprWoSma1pNLht1a0EOHO+F+ElAcIIVoSCVpFi2YsD6hK16HM5mzG0QgR+lymmlaJWoUQLYcEraJFM07ECkQmYwlhJhOxhBAtlQStokWrKdMKUCyTsYQwcbl821LTKoRoSSRoFS1abUGrZFqFMJPyACFESxX2La9kRayWLS4qgsgIDbsz8IQraXslhJm55VXwxiGEEMdKMq1qRawS92V+kMcijpGmaX7ZVuPtkkpZFUsII10yrUKIFkqCVlkRq8WrGrR2axfn3a7aBkuIcGfMtErMKoRoScI+aNV13abreqmu66WArIjVAlUNWrum+IJWKQ8QwkxqWoUQLVXYB62i5asatHZvF+/dlolYQpiZglb5BBBCtCDyliVavDZxUabbXQ3lARK0CmGmmyZiSaZVCNFySNAaisqPwusT4c1TwFYa7NGEPL+aVkN5gPRpFcLMJUsbCyFaKAlaQ9G2OXBoDez/HXZIQ4Pa+E/EkvIAIarjkkyrEKKFkqA1FFUW+7ZtZcEbRwthDFpjIyNonxjtvV1SIS2vhDCSiVhCiJZKgtZQ5LQF3hYBGYPWlPgoIiwacVERgGRahajK3Kc1iAMRQohjJEFrKHIYOm9J0FqrNnG+oLVdgpqUlRCtFnvz1LTuKyhj/f7C5h+cECHG3KdVolYhRMshQWsochgzrXJ6uzZVM60ACTEqaC2pdJBXXMlpzy1k2kuL+WVbXlDGKESocEmmVQjRQoV90KppWpSmafGapsUDMcEeDyCZ1mNkDFrbxat61sRoX9C6fHcBZTYnACv3HGn+AQoRQmQilhCipQr7oBW4DyhxX0Jjqr7UtB6Tbu3iyUhS3zeO75kCGDKtFQ525JZ4H1ssE7NEuJPFBYQQLZQ12AMIAY8CT7m3RxMKgasp0ypBVm2irBbm3DGefQXlDOyUBEBitMq+Olw6mw4VeR9bVC4Ts0R4k5pWIURLFfZBq67rNsAGoGlaRS0Pbx6mmtbK4I2jBWkTF2VaGcuTaQVYZ5iAJZlWEe6k5ZUQoqWSk0OhSDKtDebpHgBw4Gi5d7tIglYR5sw1rcEbhxBCHCsJWkORMbsqNa31khgT+CSCLOsqwp0umVYhRAslQWsockjQ2lDGTKuRBK0i3BnLAyRmFUK0JBK0hiJT0Cqns+sjoZpMq5QHiHAnLa+EEC2VBK2hSDKtDVZTptV4elSIcCMTsYQQLZUEraFIalobrLqaVqdL9y40IEQ40mUilhCihZKgNRRJeUCDJURHVrtP6lpFOHO5jDWtErUKIVoOCVpDkTFodUif1vqorjwApK5VhDdpeSWEaKkkaA1FUtPaYNWVB4AsMCDCm9S0CiFaKglaQ5FTygMaqmqmtWdqvHdblnIV4UyXlldCiBYq7INWTdOiNE2L1zQtHogJ9ngAybQ2gvgqQeuQLm2821IeIMJZjS2v8rbCrD/D7l+bd1BCCFEHYR+0AvcBJe7L/CCPRZGJWA0WZbUQbfX9eQ/pnOzdLpKJWCKM1bi4wI//gBX/ha9uat5BCSFEHUjQCo8CCe7LSUEei+pHIy2vGoWnrjUm0kKfjETv/VLTKsJZzZnWLer66F6wlzffoIQQog7CPmjVdd2m63qpruulQEWwx+PXLUCC1nrr2T4BgKFd2pAc62uBJTWtIpzp1U3E0nUozvbdLjrYjKMSQojaVT/FWgSHs2rQKlnB+vr3hUOYtf4g0wZ3NN0vmVYRzozrwZlaXpUVmL8kFx2Edr2aa1hCCFErCVpDjV+mVfq01lfXdnHcPKk3AIVlvkBVFhcQ4azaxQWKq2RWJdMqhAgxYV8eEHKkPKBJJBj6tkr3ABHOql1coOiQ+YFVg1ghhAgyCVpDjV/QKgFWY4iwaN7erZJpFeGs2sUFiqsErZJpFUKEGAlaQ41fTatkWhuLp5tAUbl8ERDhq9qJWBK0CiFCnAStoSBvq6+9jKNKAwOXA1yu5h9TK5QUozoISKZVhDNjeYCp41XVILWuQWtZAcx/BLbPa/DYhBCiJhK0BtvKd+Dl0fDGyarljCNAZtXVgMygy6V6LlZn24/w0z+h8ED9X6OF8GZapaZVhDFTeYClETKtvzwJC5+Ej6+AiqJGGKEQQgQmQWuw7VygrnM3Qkmuf6YVGlYi8NFl8NwgWPys/77SfPVB8+tz8MZJcHB1/V+nBUhy92otszlxOCV7LcJTtROxqgatJTl1q6nfs1hd28vg8LYGj08IIaojQWuwGSde2UsDB6j1nYzldMC2OWp7y3f++3ct8NXQlmTDW2cEflwrkWjoICAlAiJcVVvTWrV7ALoKXGtiL4fczb7bh7MaPkAhhKiGBK3BZsys2soaN9NaXuDbLg7w4bPzF/Ntexl8Or3mcoIWzFPTChK0ivBlLA/wxqyOSig77P/g2koEcjaqunuP/O0NH6AQQlRDgtZgMwap9rLANa1V22DVVVm+b7skW9XMGu1yB60xbWD4VWrbafOVLLQyidKrVYgq5QHuqNW4fGtElG+7tqC1aklRvmRahRBNR4LWYDNlWkurybTWM8AqNWROnDYoP+K7fWS3ugD0GA9jbvLta6W1rZ6aVpCgVYSvgH1ajUFrxiDf9rEGrYcl0yqEaDoStAabvUqmNdCyrfUtDzBmWkFN9PIwlgb0mAipfcEaq24fXFO/1wtxpkxruZQHiPCkB5qIZVz9qtMI33ZRLV1FqgatBTukRZ8QoslI0BpsfpnWxgxaq9SolRiyKbsMQWvPyRBh9WVYcjYELlNo4RJNNa2SaRXhyVTTijtqNU7C6jTSt118SGVPXxwJH15m/pJtK4W8LeaDOyqgcF8TjFoIISRoDT5jkFpt0FrPAKuswHzbMxnL5fJlWpM6QbtearvjMPfr2SB3U/1eM4QlmWpaJdMqwpNpcQHPJ4Ax05rWD6wxarvoIPzyhKpV3Tob1rzve1z2etDdWdXION/9jVHXai+HFf+Ffb83/FhCiFYj7INWTdOiNE2L1zQtHohp9gE4yn3b9rLGzbSWVpNpzd3ky8L2nOSbQtxxqO+xh9bU7zVDmGRahahDTWtSR0jsoLYLdqlg1ePX51UrPTCXER13pm+7Mepal7wIs/4MM09Vr1l1EqkQIiyFfdAK3AeUuC/zm/3VTZnWZqpp3VWlntXDk2mFVjkZKzlW+rQKYe7T6t7wlAdEREFcO3UGBtQXXVuJ78lH98DGL9W28T1i0MW+7cbItGb95Bkt/PQAfHt7/c84tTYHVsLzQ+HrW8IvmNd12DJb/Q5EWJKgFR4FEtyXk5r91e2GTKutpJHLA6oErZ5syu5ffff1mODbTu3jO83XCoNWY6a1qFw+AEV4Ms6T8mVa3eUBiRnqzEtSx+oPsPgZdRDPe0RsW+g5EbQIdbuhCww4Kv3P9Kx6F769o2HHDYayAtj4lcpYN5a5D8GRXbD6f3BobeMdtyVYMVOt8vjWmY37O23JbGXmWvNWzlr7Q1o3XddtgA1A07Tm/Zd3OkB3+m7by8DlDPC4+vZprVoe4K5pPbxVXSd2hKQOvv2WCMgYDPt+g5xN6sPDGl2/1w5BsriAEKCjsnMXRSwg8tP3YPLffJnWRHewanxfAEjpBamZaoW93E0qy+dZsrXjMPU+0bYbFOxs+AID2et9Z5e6nQDZG6CyENb8DwaeB72nNOz4zeHAKlXisGWW+lmiEuHaOZAxsGHHPbLHfKZs+1xzWVcocrnU30TeZt/nW9vu0Gm42tZ19aVk7Udq4l9pHrTvC1d8AbFtDMdxqlIRUGV1W2fD2Fua8ycJHfuWw+p3Yf9K9XvVImDMjXDyA63qMzuQsA9ag6pqT1ZbWeDH1bs8oOpErGyVtfX0Z/VMwDLqOEwFrS67Wu3G88bSCsREWrBaNBwuXfq0irDl0iESBw9Z3yFiW6X6791TW5+Yoa495QEeAy9QwaJnWei1H/j2dRiqrttlqqC16ICaVBoVX78BGidfjbpOTQr76HJ1+9s/w81LITqhfsduDjkb4a2pVTrDFMMHl8AN8yExvf7HXvOB+fb2uTDhrvofrynl74C5/4Rdi6DiqP/+gRfC6Y/D/Idh1TvmfQdWqp917M2++7Z+b16tcfvc1h+06rqaDHl0r/pvtKIIVr4NO3+u8jgXLH1JfaG5YKYK+lspCVqDqWrQai8FS4B/kvqUB+h6gIlYueqP37PsYrve/s+rWtfaioJWTdNIio2koNQmmVYRtnRdJ5YK4jT3GRzjoiOesoDEKpnWgRdA2nHQ9wzzxKz4NBh2hdpu1xuyflDb+duhw5D6DXC/IWjtPBradIH+58Kmr6BwL8z/P5j6eP2O3RyWvOR7b2/bQ2ULD66Gov3wwcXQd6oK7ktyVTBnr4Bhf4Bxt9V8XJfL3L0BVIBfftSckQwFWT/B59dBRWH1j9nwGWz6WiVIQLWyaNPNnVTRYfO35qB12Wvm5+/+VSV6ouJoFXRdfdnLXqdWpdy9WLWfrOl3GJ2k/js7uEZ9McpeD6+Nh4l/hXG3gzWq+ue2UBK0BpNfprU0cGq/PplWW6l/WUFlofqj9qgtaG2VHQSsFJTaJNMqwpZLh2iq+fv3BKvGTGtafxWwAlz0tnoPsUarCVvxaarHM0Cq4f3kcFb9g9Z9y31jSe6sts94Sn2QVxxVwUu/adD9hPodvykV56hgDCC5C9y6QiUjZp6mTuMeWhP4ffXHf6ifd9CF1R971y++HrgR0er9XXeq+/uf09g/Sf0tflbV3brLUGjTFbpPUGUMUfGqDG7h06qO2hOwRiepv63eJ6uOEfuWwd6lKrBPSFMlIrsXmV/HWQl7foXMU5rm5yjNV2chDq6GQ+tUuV1lsfrctsaqnyW5k+pz3vtkVfJwLHI2wY75sGuheo3yAl9CqTYdhsDEe6DPVLBYVKD/xQz1e3NWquz1+s/U57nLrhJfTrvKyHYZBaNugJikY/2NhAQJWoOpavF0Y5YHVK1n9dhjmISVmum/v11viEpQk8Ja4WQsT12rZFpFuHLpOjFaNe8pnkxr+74Q00YFiSOv9e23RkPnkYGeqcoDPDZ9rTK46QOh29i6D67ooMpIAnQe5WvHl5AGpz0KX98M6PDZtXDTInW/h61MlS3Et4d+Z/ue25xWzPS9X4+eoQL6iGS4/GN482RVr+mhRUBMsgpWAL6+Vf3ejcvoGq3+n2978n3q1DuorGaoBK3LXoe5D/puj5gOU5/0T8YMvAC+u0sF+G27w2Ufqf7AoL6Q7FsG6CqrP2I6/P6677kjr1U9fEGVCDRm0Fp6WGV4N36pMp16gDkmRgdXqceD+uzsPQW6jFF/A5XFvkxoaqYKGMvy1b/Xipm1f75qEep3ktZfPT8yTv0eU/uoCdTGv++23WH6bFUisOAxFVjnbVaXqrZ9r+qtT/iTWr49MvaYfkXBJkFrMAUsD4jwf1x9ygOMnQO0CN9/fMbOAYEyrRYLpA9Qbxp521Txe6AxtVCepVyLyu3ouo4WjA82IYLIL9PaeZSaVGWJhF7uBirRCXDjQnWav1cdm6oYvwRv/kZdAGb84pssVJKnlnrtMiZwULl/uXlcRkMvh6wfVZlASbY6/XzlV+r9KXcLfDrd9yF97msw9LLax5y/A766WZ2ZOv0x6DG+bj9rIPYKWD5TbUfGw/CrfPvadlO/zz1L1BeDlJ6QkK5+B3MfUh0ZHOWqdveaOSqD56Hr7t+nOzhq0w3G3gpLXlDv89vnqccE+71sy2yYc6/7hgZnPWP+wmMU2xYunAmnPmzO1gMcd5bKPANsngXdToR1n6jbiR3g1Edg3afqdPj2uQ0bs61MTSw8uFpNmtu1qPpANaYNRCeqGmtHhUrsGEtr8rerS9UyBlD/bblq+Bxv11v9XcS2VWc5ekxQkxCPJRsaYYUT74D+Z8N3d6osbnXKj6gvF2s/hgv/C+n96/46QSZBazBVbW9lK1OnfaqqT6a11BC0pmb6llvM3aiuLVZ12iaQ1EzfaYbCfcd+2iOEeYJWh0unwu4iNqr1BORC1IWu6+agtcdENVM7MhYifB02aNtNXeoqIV1lhaquprd7sQpa7RXw+ng1Q/y0x8z1ih7GSVhdRpv3aRqc/aKq88vfrk6rvjVVBTJZP6rTzh7f36M++I3BX1W7f4WP/+ALPN6ZpiY1TbzXHETV1fpPfWe4hv3Bv840qWPg0/8n/UO1rtoxT805eHEEjLsVMk9TfXHXfeKrFQYVDEdYodfJsP4TdZo9d5NKNjRE+VHY8h1s/EJNJht6OUy4O3AmzuVUgd72eeoLhNMOGz73rZB2+uPVB6xGgVqrpfSA9EGQs16VhHw63ZfgGXOTqmHtOVEFmfnbVeuriEhV+1n1d1CaryYt7fxZPa4sX/17OyrVz2Av9Y25qo7Dod9Zqq66w2CVFa/qyG71O9g+T5VpGHsam35fAQLWnpNhyKXqv7+q3ToaIqUnXPmlmojtcqq/FUuk+h2VH1UdGFbM9GVj35isvrCNuCb4X3zqQILWYDKuhgXuGbcBisrrVR5gCFrT+vuvEd62u/kDysh4mu/w9lYWtBp6tVbYJWgVYcel68RgeE+xxjROfZumqcznzp9VYODJunlaYOVuUgErqCzh6Bv834M8mVZLpK8rgVFMElz8Lrxxsnr/3LfMvD8u1V17WAjf3AqjroffXoXC/Sq722uyCrAOrYGV71QJJnRY+JTKtl3wRvVf6qvSdRWw/vh3zy9CBVd1ZYmAC96E/56u2hE6ytU4Fj7l/9ihf1ATbECdil7vzkBunxs4aM1eD/tXqHKJ+HbVj2HjVyrjbC/13bfoadjwBZzxb1WzqWkqEFr0NKz90L8PuMeYP8Lxx/DzB9JvmgpaXXZ1DdBppK9bQK+TVNAKqivD4W2ADt3Hq0C7NE/Nst+9GG9tbV10HA4DzlXlFnX53GvbXXW4GHUdOGzq7zE/S5XYRSeqjj2H1qoa76h4iE9Vf1eDLgrcvacxxaX435eYDqc/qr4wfjFDlQs6KtTqc5u+gWnPhfznvQStwRSoPMAR4MPD0cCgNb2/+vZsFKg0wMN4mu/wNshsAX0R6yjeEKSW22qpVxKiFXK5IFozBGuN2dcxMV1lj5x2+OHv6lSrJ2j19HUFFbxunW2uxXTYfEvDdhgMkdWsqp0+AM57Db77i+99zhqjApoT/6IyR4e3qdOjxlOkR3bBuo/8jzfoInUqds7f3IHwb/DaiSqrW1utaGk+zLrDVwoBql7zWAOSuBSYsQB+ewUWP6dOfRu1y4SznjWXL/Q+GdAAXdWSDrkcEtr79m+fpwI6l12dbj/+ZpXBrZox3PytqhE2nhb3nM4+sgvev0D16e19sgrOjafEqxp4IZz2yLH97IH0mwYLHvXdjkpUgb3nS07vk337PH3HQU3WqjphyyMiWgWNsW3V30tEpAok0/qr/uRdRh/bmYWqrFHq36chJSbNJbkzXP0tLPw3/PK4yjbv/BleGat6vY6eEbJlgRK0BlOgiVgBV8Rq4ESs9AANrWsMWvv4thtjScYQEhvl+5Mvk6BVhCGXrhNnLA9oiokYEZEqY1OwQ9WNAuRtNT9m+Zu+oNBRCV/90dfxpGo9a1UDzlUXl1Odko2I8v0c574GM08xB2Exyf6tg6yxMOFOGH+XyiJ2G6eCN0+boU+uUpO/qusFuvV7+OZ2KM313TfmjzDlnzWPvTpRcao8YfjVsPo99XO16aZO93YZ49++KD5V/Q42fql64352jcp0R1hh72/w0R98mWRbCSx8Up0WPutZ9XvXdf+AdeS1KriNjIPv/+rLZhbsgN93GH6fbVTtZOapauJYRLT6khHbtn4/e1Vp/dTPXbBT3T7rGVU24NG2O6QN8JW7pfZVAejBVebjdBqpTvH3Oll9DlpkEVAvSwRMukd9Afj6VlUqYC9TZ0hS+5i/GIQQCVqDqWqm1Vnpq8vSLL5am4ZOxGp/nP/+mjIBbburmleXo+FLMoaY2EhDptUuHQRE+NGrTsRqqhV0UjNVsFN8ECpLzJlWUDWpeVtVTeonV6r6RVBZMOMkpppYIvwzh51HqBZZvzyhgt8T7lAdD3I3qYlQkXEqk5va1xwItu8L18+Dn+6H3/+j7vvxfnUMY31tZQnMucc8mz+5C5z7inlZ7PpKaA/j/1K3x057XpUA5G9XGcbPr1W/zzUf+MrPup2oyiFsJepz4ZOrVL/do3tVgO5xwp9gykO+usZL31eZ6pXvqKy406Y+F0bfCBPvbrwANRBNg1P/TwVQgy+FwRf7P+bCmapMofsEX4CV9ZNaqKBNVxh2ZYuaYBQ0nUeqSYKLn1GZ176nh2zAChK0BlegrKpnFavoRF9moKETsRIzVE9FYyBbU6bVkyXJ397qgtY4U3lANQX4QrRiAWtam4LxPaZgh3+mFdRysEd2+1pBxbRR7aEaOqnIU2dolD6g9uNGxqiAt20P+OFvKgP52XWqvVZsG7VS0+fX+zKAoBZXOO2x4PS9jEmGS95X7bRsJarVmNGgi+C8/6i2WvP+5Vt5yrhABKjsqjFg9eh1krqUFagvGR2GmDOeTem4M9WlOmn94JR/me/rc6q6iGNjjYJJ96ra50C1sCFEgtZgqjoRC3ynx6IaGLR6AtTIeHXaLCGjStAaoEerUbtMFbSWZKul41poI+KqjBOvymySaRXhx6XrVWpamypoNZzNyd3sC/Q6j1ZBbFm+ucVVUifVxSAtwJmh5nb8H1XmcutstQrX22eqjPShtb4G8HGpcM5LaoWrYEo7Ds59VWVQvZOONDVpa9pz6pR4fCqc/YI6pf/1bSr7rVmg9ykw8hroc3rNM8fjUlQpgmjdWkBmWoLWYAqUafWITvRt16s8wF3TGueeMZqY7qv/iYz3rTFendRM1YQYVPDaSpZzNZcHSE2rCD+qT2tzZFoNX4yzfvTVTWYMUqtZLX5W3Y6IVuUAE+5W71OhQNPgnJfVhKyiA+bT6KBm7p/7qnlxg2Dqf7bKBhceUKfG23RVvXar6j0FblmmAvIOQ2tuCSZECJKgNZiq1rQamYLWBmRaPW1OEgwfBu161d6PzdhBoBUFrXHSPUCEOd2vPKCJalqN5QFZP/m22/dVk41cTvXaI69r3D6VjSUuBS6YCf+7QHV2iUpQk4OGX6XGHGqTejIGVb+allFMUs2n3YUIYRK0BlPV7gFGDQlanQ7VRBh8mVZT0FpDPav3MVXaXrUS5vIACVpF+PFbEauplnFMzPAtCV1Z5Ls/tY+qHT314aZ53cbUbSzcuUUlGOLbt4jm60K0ZiH2VTHM1JhpNZzaOdagtfwI3tqmuFR1bSwHqEvQamx71YomY0l5gAh3/jWtTZRp1bTAXUra922a12sqMUmqDEACViGCToLWYKopaI2MV4XycOxBq3HClSfTagxU63IKKb6dr6WJpzl4KxBn6NMq5QEiHOk6zdM9APy/IEclqpZMQghRD1IeEEw1Ba3WKNUw21Fx7BOxjAsLeGpae52sJjrorrrXM7XLhP2/q6DV5Qq9Gq56kPIAEe5cul6lT2szBq3t+0jGUghRbxK0BlNN3QOsMYagtREyrRYLnPSPYztOqjtodVRA4b6GLXEXIoxBq5QHiHDkv7hAUwatVVrrpbaw0gAhREhp+amzlsweoE+rR0SUb51lT9CaswnWfVpzsAtQasi0empa68PUQaB11LXGGWtapU+rCEMuXSdGa4buAeBf09q+T+DHCSFEHUjQGky1ZlrdHyZOO9hK4a3T4Yvr4fc3aj6uZ1Ut8GVa68PUQaB1BK1SHiDCnV95QFN1DwD/8gDJtAohGkCC1mAKtCKWh7VKprXwgG+FrIOraj6uqaa1AZnW9oaVabI3VP+4FiTaavGW1El5gAhHfuUBEVFN92IxSeZ2ey2tc4AQIqSEfdCqaVqUpmnxmqbFA01Y3BVAXWpaQQWtxj6HJbk1H/foXt92QgNWmEnpCdHu5VuNgfLB1Wod66JD9T92kGia5i0RkO4BIhyZygOsMU0/Mcrz5TcyDtq0/Lp4IUTwyEQsuA/4Z1Be2dM9QLOoWf1GEdGGoNVuDlpL82o+bt5WdZ3YQWU66stigQ5D1JJ/eVtUiYI1Fj66Aor2w475cMPPLW42cGxUBKU2p2RaRVgyLS7QlJOwPCbfp1a/GnIpRMhHjhCi/sI+0wo8CiS4Lyc16yt7VsTy9EM1skb7ygMclVBZ7NtXU6bVUQlHdqvt1EaY9OBZvlV3waF1kLtRBaygMq67Fzf8NZqZp65VMq0iHJlqWpsjaO16PFzzHQy/sulfSwjRqoV90Krruk3X9VJd10uBGhqnNgFPpjWmDVAlW2mtmmk1BK3lBdX3bi3YCbo7GGuMoLXjcN/2wVWwa6F5/5IXG/4azSwuUmV7ZCKWCEeqptVTHtCEnQOEEKKRybmaYPIErZFx6mIv9e0zBa02c9AKqq1VUoCVZQ5v8203xqSHjsN82wdX+48j6wdVjtCCJljEeDKtUh4gwpBpGdfmyLQKEQS6rnPkyBGKi4ux2+3ouh7sIbVqmqYRGRlJYmIibdu2RWuissGwz7QGlTdojYGoOPO+iGhz94CKIvP+0mpKBPIMQWtqZuDHHIs2XX1ts/Yvh92/qm3N8Kez9OWGv04zkolYIpyp8gB3pjVSglbR+tjtdnbt2kVOTg5lZWU4HA4JWpuQrus4HA7KysrIyclh165d2O3HuJJnHUmmNZg83QOsMSrTamSN9p26051QcdS8v6SayVjGTGtj9ETUNFUisP0nX60swLArIOsnKD4Eaz+Ck+6HhPYNf71m4KlptTldOJwurBHy3U2Ej2afiCVEM8vPz6eyspKEhATS09OJjIxsssyfUHRdx263k5OTQ0lJCfn5+WRkZDT668indbDoui/Tao2GqATzfuNELDAvGADVZ1o9QWtUIiQ20h+MsUTAo/cUGD1DbTsrYcu3jfNazUCWchXhTNd1YqSmVbRiJSUlaJpGp06diIqKkoC1GWiaRlRUFJ06dULTNEpKSprkdSRoDRZjj1ZrgPIAY59WgLJ88/5AHQRcLt/KVe37NF4rqk7D/e/rPh4yT/Xdzt3SOK/VDMxLuUrQKsKMy0mU5v67tzbhalhCBImu60RERGCxSIjT3CwWCxaLpcnKMaQ8IFiMq2EFKg+IiKo5aA3Uq7X4oG8yV2N0DvCommnNGARxKWrMnh6zh7c23us1Mcm0inBm1Q21ZpJpFUI0sqbMbMvXkGAxZlojYyAq3rzfGlOlPOCweX+gTGueIXBszKA1MQMSO/pu95ioriNjfCvcGCeAhThj0Cptr0S4idSrnOURQogWQoLWYHEYWsJaAwWtVTKtpVUzre6gtTgbVr6jal49pQHQuEErmEsEekzwbXtaXRUf9O9wEKI8fVpBglYRfqIwZFqle4AQogWRoDVY7FWCVr/uAVVqWo09XMHXPeDLm+Db22HmKXBojW9/Y/dNHXCeuk7qBN1P9N1vDI6NQXMIi43y/dlXSHmACDNRus13QzKtQogWRILWYKkt0xoRZS4PqKo0V62K5VlGNX87rP1QbVsioW33Rh0ugy6EW5bDzUvNYzUGxy2krjU2SjKtInyZywOkplWI1kDTNKZPnx70YzQ1mYgVLFWD1qqsMWqBgeqU5av2Vq4ADXxTetYc8NZX+wAlB8ZesHktI2g1dg8oszmCOBIhmp850yrdA4QQLYcErcFiDFojY8ASYd5vXMY1EN3ly7JWFSi4bCrG1zrcMiZjGSdiSXmACDeR0j1ACNFCSXlAsPj1aTWccrdYVRBbW7Z05y++7bT+vu3GnoRVk5hkSHAvYtACg1YpDxDhJhrpHiBEa/HWW295V576+OOPycjIICMjg5tuugkAm83Gww8/TJ8+fUhPT6dTp05cd911HDx4sM7HCCUStAaL3dinNdo8EctTFhAo06oZ/smMmdbLPlQN/1N6wYjpjTrUWnmyrQW7wGGr+bEhIDZS+rSK8GXKtEr3ACFatGuuuYbs7GwALrnkErKzs8nOzua1117D5XJx3nnn8eKLL/L++++Tk5PDypUr2bJlC2PGjPE+r6ZjhBoJWoPFlGmNNa+I5TllFyjT2qarb7uyUF0ndlATr6bPgttXmR/THDx1rboTCnY072vXQ1yUrIglwlcU0j1AiHDwwQcfMHv2bP76178yatQoADIyMnj++efZv38/9957b5BHeOwkaA0WR5VMa1SC+TYEzrSm9PK/L61f447tWLWvZjKWrsPaj2Hr99U/N2dj4IUSmlCclAeIMKXrOlGmmlYJWkX4eeGFF8jMzCQzM5N169aZ9s2ZM8e779NPPzXt2717t3ff//3f//kdd8CAAWRmZnLVVVf57Tv//PPJzMxk9OjRfvsOHTrUwJ8osI8//hiAs846y3T/yJEj6dChA1988QVOZ8v6DJSJWMFiWhEr1vzhUVPQ2q4X7Jhnvs9YzxoMqdVMxvrtVfjhb2r78k+hz6nm5238Cj69GuJS4dblamnYZhDTWOUB236EI7tg1PX+E+mECEG6DjGaZFpFeCsoKGD79u0AVFZWmvaVlpZ69xUVmRfMsdvt3n2HD1dZpRLYsWMHlZWVdO3qf7Zz3759bN++ndTUVL99DkfTdLHxjLVDhw5++zp27MjKlSvJycmhY8eOfvtDlQStwWJqeRVtLg+IqKE8oF1v//tCMdNaehgWPO67f/6/oPcUsBiS+5u/Vddlh9X2iKubfqxAnKFPa73LAw6thQ8vUV0cXA4Ye0sjjU6IpuPSdaKRTKsIbykpKfTurT5Lo6PNHTTi4+O9+5KSkkz7IiMjvfsCBZ+9evXCZrPRqVMnv31dunTh6NGjtG3b1m+f1do0oZiu6/XaF8okaA0WvxWxDN0DPJnWQO1o2nYHNMDwBxfsoDUhHaKTVY2tZ4GBBY/5am4BstfD5m9gwLm++4wreG36uhmD1kbo07r8TRWwAmz6RoJW0SK4dKoErdLySoSf22+/ndtvvz3gvtNPP52srMCrO3bv3r3afQAbN26sdt8XX3xR7b5AmdDG0KdPH7Zu3crBgwdJTk427Tt06BCJiYmkp6c3yWs3FalpDZaaVsSqqTwgti3EtTPf1/64xh/fsdA0SM1U2zmb4Ns/wYr/qtvRhm+qPz8KLndms6JIreLlsesXKCswH1fXIX+HOcBvBNFWC5qmtsvtrmM/QEUhrP/cd3v/71B+pHEG19I47fD7G7B5VrBHIurApevEGCdiRcriAkK0BnFxcd4yg9zcXG699VYuvvhiAL777jvTY1esWMGhQ4e44IILiIiIqPEYJSUlzfQT1I0ErcFSY9DqPmUXqDwgOhES0ny323b3XwI2GHqMV9e6E1a+7ctCnvIv6Hum2j68Fda7C9uzzcXvuBz+E7aWvwkvDoc3JoOz8Wp+NE3ztr0qr0+mdd0nYC/13dZd5p654WT9ZzD7Lvj4CjWpToQ0XYdoTTKtQrQ2/fr1Y+vWrbhcLmbPns2HH37IZZddxtSpU3nqqadYvnw5ANnZ2dxxxx107tyZxx57rNZjxMeHQHxhIEFrsFRdEcvUpzXKfG0UnQjx7X23gz0Jy2Py3+GUhyGmje++9IEw/CqYfJ/vvkVPq0/Og2v8j7Hpa/Pt399Q17mbYN+yRh2uJ2g95u4Buq6C8qq2z234oFqi7PXuDR22z6vxoSL4pKZViNbphRdewGazkZ6ezmOPPcbbb79NREQEX331FbfccguXX3456enpDB8+nD59+rBs2TLvggI1HUPznJYMEVLTGixVV8SyRkPHYXBwNXQ9Xt1fXdBqzLQGu57VIyISTrgdhl8JS15SXQRO/qeaVZ8xUGVbt36n7s/dbK5nTciAkmzYMV+deo9JVhO6DhvaZ22dDd1PqH0cBTth2X9Ur9oxN5knfhnERkVAaT26B+xfATkb1HbvU+DgKijLVwGbrkOI/Qfe5Ir2+7b3LlV/AyJk+ZUHSKZViFZh3LhxrF271u/+qKgoHnjgAR544IF6HyOUSKY1WKquiKVpcPUsuO4nGH+Xuj9QeUBUIsQbg9YQybR6xLaFk++HS96DVEOnA+MErC3f+TKtsSkw8lq17bLDth/U9uZvzMfd8p0KCqtTWQLz/gUvj4Fl7lZbs+4AV+CaVc9krGPuHrDyLd/2qOug18lqu/igCsbDTeEB3/bepdX+vkVocPmVB0hNqxCi5ZCgNViqrogFEJ0AXUb7soNVM61RiWpfx6G+/V3GNPlQG0XmqWBxJ/bXfeybhNVxKPQ/x/e4tR+qa087LI8ju8w9YI0clfD2Gar0wGnIIq16B2b9KWAg5a1pPdZM684F6johQ/1Mvaf49oVjiUCRb/1qyo+Ys+Mi5Oi6TrRkWoUQLZQErcHirWnVAmdUwT9ojU5U1wMvgAvfgunfQZsuTTbERhXbBrq7J2vlZ+Ft2dVhKKQdp+pfQZUI/Paq6oMK5kzQ1tmBj711tu/xUYlw/C2+Wr1V7/oWODAOJ6oeNa0VRVDkzix2HKZKH3qd5NsfbkGr06HKOoz2LAnOWESd6DrESE2rEKKFkqA1WDxBa2Rs9XWQ1QWtlggYeL7KyrYk/c7yv8+TNT7VsCTeHMN6yBPuAs39Z7qlmqB11Xu+7enfwumPwuUf+wLeZa/5ZW49CwzYHC6crjo2WTYuUZvmbjOW0F4F3qBOj9tK/Z7WapVk+7pEeOxdGpyxiDpxGTKtLizVf2EWQogQJEFrsHiC1ppOz1UXtLZUntZXRp6Ar9dkGHxJlZ2a6j7Qday6uX85lOSaH1K4X2VnAToMURlQgJ6T4II3fY/7+lb1WLfY+izlmrfFt23sjdtzkrp22uBQlVZerZmxntVjz5Kaa49FUBlrWh1aVPhNHBRCtGgStAaLp2F+TafnqgatMUmBH9dSJHWATiN9t2Pbqln+Hqc+Ym6Z1XWs6pTQd6r7Dt03UctjzYd4Sw2GXWne1+8sGHmd2q44Cl/M8C5uEFufVbFMQath6doOQ3zb3hZQYcDYOcBTr1x0AI7uDc54RK2MNa12S4DuJEIIEcIkaA0WR12C1iqn7lp6phXMJQIdhpozPQnt4dSHfbcHnq+u+57hu2/FTN+qWi4XrPmf2o6IhkEX+r/eaY9Ae3dbsD2/wtqPgCqZ1rrWtRrLA1L7GH4OY9Aa2u1CGpVxEpZxQpqUCIQs4zKuDotMwhJCtCwStAaLp3vAsWRaW0XQejZo7oAxUN/VYVfCtOdVj1dPK6x2vaCb+7EHV/uWiN3zKxzZ7T7uNJW5rSoyFs7/j+/2FrWcXVxUA8oD2nQzr0LWtgdEJajtcMq0GssDBl3k25bJWCHLuLiAQ5NMqxCiZZGgNVgc7j6tkceSaW3h5QGgAtBL34eT/gFj/ui/X9NgxHQY/xc14czjjKd8p6DnPQx7f4M5hq4Aw66o/jU7DIZ2mWp71y/gsFUpD6hD0FpZDIX71LaxnhVUGzJP94PczeC0ExaKDEFr7ykQnay29/4WnPGIWrl03VfTKuUBQogWRoLWYKlLptUS4ctKQusIWkHVqE64W/Wlrav0AXD8zWq7shD+exrkuLOaqX2hx8San+85fW0rgX2/mcoDKuoStBp7xBrrWT0yBqlrp81cRtCaeYLW6CTV0szTCSJ/u69mW4QU1fJK1bRKeYAQoqVpFUGrpmn9NU1boWna28EeS515VsSqrbm3cX9rKA9oiEn3QnKVvrQdh6n2VtUs1+pVZRGAuGPNtBoD0aqZVlDZXI/sMOkg4CkPSOqorj2rs+nO6heCEEFlLg+QoFUI0bK0+KBV07RzgEeBw8EeS505HeqDHWpfRtFYIhDuQWtUPJz5jK9MYNxtcO2PkNKj9ud2P8GX1d4+j1h3n1aAMrtTnf4vP1r9842dA9ICBK2eTCuER12r0w4lOWo7qZO6Tuvn2x+OS9q2AOaJWFIeIIRoWay1PyTkrdZ1/esWlWV1GE6d1pZpNU7GCvegFaDPqXDzbyqYb9u97s+LjIXuJ6pVq3I20Mbh+45jPbILnrkMNOCKL6DzSP/n5xqCVmPnAI+0/iqYdjnCo1dr8SG8rcaS3UFr+gDf/txNzT4kUTuX006kpr4wO6U8QAjRwjRaplXTtCs0TTtaW/CoadokTdMWaZqWq2naIU3T3tQ0rV19X1fX9ZbXFNIYtEbWlmk1Bq2tpKa1oVIzjy1g9TCUCHTK/9W73W3n+6pOtqIQPr9OLddalSfTmtwl8JcHa7SvbCB7vX+DfVtZ62q6b+wc4Mm0Gmt9JdMamgzvPZJpFUK0NA0OWjVNS9U07TPgESC5lseeAswFZgEZwGBgALBQ07RjmJXTwh1TptVQHtDSFxcINkPQmpazGIAInPQ4NMf3mCO74ft7zM+zlfoa5geahOXhKRGoLISjeyBvG/z8KLwyFh7tAB9e2noC16IAQWt0om+xiJYctB5aB3PuU/9+rYxur/RuS6ZVCNHSNEam9V1gB3BqTQ/SNM0KvAas1HX9CV3XXbqu5wE3Av2BuxthLC2DcWZ1Td0DQMoDGlO73qrHKpB8aDHR2DjBsoE4e775cWs/gA2f+24fzsJ7KjzQJCyPDMNkrNl3wytj4JcnfKfKt81RvWVbA1PQ2tG37ZmMVbg3cMY61Ok6fHYt/PYyvHMWlBUEe0SNy9NqD3BESNAqhGhZGiNonaHr+j1AZS2POxnoCXxpvFPX9XXAduA6TfMtj6Rp2keapuk1XCY1wtiDwyFBa1BoGvQ5DQCrrYibrd9wboQhiDzxz77tr2+FXYvUdtZPvvtrDFoNk7GyfgTdpbYthtLx5TPrOfgQY1wNK7mzb9s4Gcs4ea2lOLIL8rPUdkkO/HBfcMfT2EyZVikPEKI1mDt3LhkZGURFRdG9e3e2bNnC6aefTocOHdA0jUmTJgGwfPlypk6dSkpKCikpKQwfPpyZM32fSUVFRWRkZJCQkICmaSxcuJALLriAzp07k5iYyFlnncWOHTuC9FMqDQ5adV3fX/ujAJjgvg40S2Ut0AnoZTjupbquazVcFjRs5EHkMMT3tQat0j2gUZ3wJ+/qVTdFfMPpluXq/qTOcNIDcPwt6ra9DN6/CL64EX7+P9/zO4+q/tjGoBXUv+3pT8Bfd0JKT3Xf5m+hOKeRfpggKjT8Zx8o0wotczLWroXm22s/hK1zAj+2BdINX5hdUh4gRKswZcoUsrOzGTduHCUlJdx55528+uqrHDp0iHvuUeVuCxYsYPz48XTv3p39+/eTm5vLHXfcwYwZM/jnP/8JQFJSEtnZ2dx1110AzJgxg1tvvZV9+/axadMm9u7dy4QJEzh8OHjNmpqz5ZVnyvWhAPs8aZvMZhoLmqZ10TRtrPECDGyWFzecoqtxRSwA4ym8qPAp+20yyZ1hssqeRWsO4jT3F4jBF6ler6c+DEPdq2s5ymHdR77nTnkocLsrj9g20HWc2m7fD2YsgONvgphk35K0LjusfrdRf6Qmpeuw5gO1dK6tzHe/d2GBZPOXqZbe9mrnL/73zboDyo80+1CagmYoTZKaViFan/z8fO6//3569FCtIG+++WZuu+02ZsyYQUZGBi+88AJxcXFYrVauuuoqLrjgAh577DGys7P9jnXFFVcwefJkNE2jS5cuPPPMMxw8eJDHHnusuX8sr+ZseeWZpFUWYJ/nvjbHelBN04YCzwHHuW8vAG7Tdb22ZpnXAf881tdrFMdSHtCmC+z7Tc2WNy5rKupv9I241nyIJcfwJzL4EnVtiYCzX1SlBKvfU/dFRMN5r8HA82s/9h8+hUNrVEbWOMlu6B/U8rPOSlj5Dpz4l5bx77niv/DdX9T2omdh6uOQeaqve4Cn3ZVHah+1ipvubHmZVpfLl2lN6gTdx6svLcWH3P9mdwR1eI1BcxqCVqlpFWHoD2/+xoEj5bU/sJl1ahvL+9cf3+DjREdHc/zxvuN07dqVvLw8srKymD59OpGR5uXhR40axaeffsr8+fO5/PLLTftOOukk0+1JkyYRGRnJt99+y9NPP93gsdZHMPq0Nur0aV3X1wCT6vHUmcAPVe4bCPyngUOqXXJXdZraUWmevBPIyf9UM7L7ntnkwwobEVY481lcM0/BounsiexFN2OG0GKBaS+oRQv2LYcJdwXu3RpIdILqB1tVXIoKetd+CIX7VM1r36mN8/M0lfIjMN9QGlG4Fz4yv6l5Owd4WKPVhLfDW1tepjVvM5S5T3v1mAinPATrPgZ0VdfcCoJWY2mS1LSKcHTgSDm78wPlzlqHtLQ0v/u2b98OwKeffsr3339v2udwOIiPjw+YaU1PTzfdtlqttG/fnl27djXiiI9Ncwathe7r+AD74qo8psnpur4P2Ge8zzAPrGm17wOn/Ktuj23TBU5+oGnHE4YsXUdxvz6D012L+TrlBp70e4AFxt/ZuC868joVtAKseT/0g9ZfnoRy9+z5tj3UJKWqArUAS+ungtbSPCjJg4T2TTvOxmIsDegxARLSoNNwOLBSne2oKGr5becMpUmSaRXhqFPbWnqjB0ljjctSw5Lm119/Pc8991yDjl9ZWduc+6bVnEGrp+lhB2B1lX2emRxZzTccEe5+ijmN94om0tfZTBPcOo+ElF5QsAO2z1etz2qraQY1U3/LdzDgfIiv9zocxyZvG/zuPukQmwIzflb9S1e9qyapaRZVH3zCHf7PTesPm75S27mbIGFi84y5oXYZgtae7jH3nqKCVpdDlQ70Oys4Y2skmiHT6rLU4W9PiFamMU7BtzR9+qgpRQcOHAi4/+eff2bgwIG0b29OMOTk5NCrl3d+PDabjYKCAnr37t10g61Fc07E8kzLDXQ+fDBwANX6SohmkRCjvrMVV9ib5wU1zZddtZfC7kW1P6eiCN48BWbfBZ9e3XhjWfISPNEdPr5CtfYyLnqg6zDnXhWogZq4FttWBXIXzoTLPoRL34epTwTOohpLLbJbyJK2Tgfsdrc/a5fp64jQ+xTfY7b/5P+8lsZpKA+QTKsQYWHo0KH07duXH3/8kZKSEtO+pUuXcuqpp+J0Ov2et2DBAtPt77//Hl3XOfvss5tyuDVqzqB1HrALOM94p6Zpg1FdA/6r682/XJCmaVGapsVrmhYPSOohjCR6g1ZH872osSRg6/fVP85j3kNQ5G4vtXsRHFrb8DHYK9RKXeVHVAuud86C18e7F1EAVr4NO+ap7bT+MOKaYzt+pxGAu9Rm9fv1WwXs0FrIb8Z+gAdXg61YbfeY4Lu/03AVsANsn9fiVzTTjC2vJGgVIixomsYbb7yBzWbjpptu4ujRowBs2LCBa665hrvvvpuMjAy/53333Xf88os6A7Vv3z7uv/9+OnbsyL333tucwzdptqBV13UHcBMwQtO0ezRNs2ialopaJWsT8FRzjaWK+4AS92V+kMYggiAxRs2iLLE5cLmaKRjpcjzEtFHbW7+vOQjasxSWv2m+7/c3/B+X9ZNaetbY8L8muxerTK9R9np4+0xVhuBpqK9ZYNrzauLasUjuBH3PUNt5m2HngmN7/o758PoEtfxtQTMV/O9a4NvuaShnsERAL/cM2sJ9cLiFL+0qQasQrc6qVavIyMhgyZIl7Nu3j4yMDM455xzTY8aPH8+SJUsoKiqid+/edOzYkSuuuII77riDRx55JOBxX3zxRd588026du1K//796dKlC7/88gupqanN8WMF1OCgVdO0yzVNywbcXdq5RNO0bE3TNlZ9rK7rPwJTgGlANrAe2AxM1HW9uKFjqadHgQT35aRaHitakcRoFYzpOpTaminbGmFVLaMAig9Wnzm1V8A3txme5w4w1n9qXlp087dqEYRlr8F3dZw4tvU73/aUB30LJpTkqO4AdvfM2gl3Q5fRdTtmVcff5Nte9tqxPXeZu5bWWQlbZtXv9Y+Vd1EBTbW6Muo9xbed1bJLBCymmlYJWoVoDYYPH052djY2mw2n00l2djZff/213+OGDRvGN998w+HDhzl48CBr1qzhpptuqnYSekpKCu+99x579+6luLiY7777Lqj1rNA4K2J9oOt6hq7r7d0rVcW6bw+o5vELdF0/Udf1NF3XO+i6fp2u60FbXkHXdZuu66W6rpcCFbU+QbQanvIAgJLKIJUIbKtmtaXFz/qWE+19iq+TgaMCVv9Pbe9dBp9fj7eL3LYfoLSW/5R03VeWENsWxt4GV31jPiUO6hT/hLvr/CP56T4e0gf6xlXXU/0leeba0UDN/hubvVz9LkGtahaXYt7f62Tf9va5jfe6+Tvg0+mqrvi7O2HpK1BZUuvTGkIz1LRKplUI0dI0Z02rECHFGLQ2a11r75PB4m7wvHW2//6CnSpoBYiMh7OehRHTfc/5/T9qoYIPLzEvVKE7YcMXNb/2oTWqWT5A5mkq8xsVB5d9DD0nqfujEuD8N8xLCB8rTYMxnmyrrvq9bv5WZTRdruqft+Fz3wQwgD1LwGGr/zjqYt8y3wSlngE6HSSm+/op7/nVnOmur+wN8N/TYeOX6vey/E344W/w9hkqy95ETDWttS1sIoQQIUaCVhG2EqJ9QVmzdRAAtaxr9xPU9qG1kLfVt0/XYfZffUHUpHtUr97EdBhwrrqvcB8s+rdvadHep+Cd+LTu45pf2zj5y5jxjYqDyz+FC9+CG36Gdr38n3usBl0Ece4WXRu/UBnFd6bBu2eDrTTwczx9bD3spXBgRf3H4HKqS028pQFAj0mBH9Nvmrp22mDZ6/UfD8D+Fap+uDTXf9+htSp4bSLGFbFcsriAEMKgqKiIjIwM/v3vfwNqtaxbb701yKMyk6BVhK2gZVoBjjP0+3z/QihyZz+3zvadHk/tC2P+6Hvc8TerJVKNBpyn2k/1cNdhHlhR86l4T2Y3IkplfI2sUWrVrvZ9jv3nCSQyBo7/o//9uxfBh5eq0/JGuZtVJhhUYO9xrCUC236ApzLhobbwrxR4tBPM+gsU5wR+vOf4Fit0raaH46jrVQYa4LdXoaKe66DkbIR3z4WKo+p27ylw9w6YscD3M6/4L6z7tH7Hr4WxPECXTKsQwiApKYns7GxKSkrQdZ28vDxeeumlYA/LRIJWEbYSghm0DrsSuo5V20f3wnvnwaw/w1eGIO/Mf6tA0qPTcLh2DpzzMlz7A/x1F1z0tlo6dfAlvset+yTwax7dq7oEgKo5jW6GRRVO/Isa45lPw5nPQIK7rcquhWrSl/HU/9qPfNsn3a+6F4C56X9t8nfAZ9epLKbuLkNwlMOKmfDCMFjwhDnzWlEIB1ep7c6j1DK8gcSlwKjr1HZloW/hhWNRelgF657WWv3PgUs/hPhU6DgMzjNkcL+9XS3w0FhcTtizlMQC3/xYKQ8QQrQ0YR+0Sp/W8JUUrIlYoLKQl30E6YPU7bzNKsPmyeANvNB/chSo2fzDrlAZQeOEoX7TwBOErPsYnAHKHYyntY87o3F+jtpYIlQ2eNT1Kui7+luId6+NvWM+rH5XbbucvmA7Mh6GXg4dh6vb+5fXbYKSvRw+ucoXFHYYAn1Oh3j3Agj2UljwKHx2DXhm0e9Z4gtue9SyctfY28DqXmrxWCdNOWxqbEf3qts9J8EF/zV/Kek7FU74k3usZfDFDYH/HY+FrVRlhp8bDG+dTtKRDWo4ugWX52cRQogWIuyDVqRPa9jy9GmFZq5p9YhtA1d8Dm17GO5rqwK8ac8f27Fikn01qkd2wZO91Mz0rLmqTnbNh7DUfZrHGmsuT2hO7fvAVV/5sqjL/6vGt+U71QIMVAYyKt43MczlgJVvwXvnw0ujzTWoHrquVg3LUUEZnUfBdXPh8o/h9jUw6T6IjFP7Nn2tSjIqisylB4G+JBgltIeR7oUWygtg/sM1TyrzcLlU5nSPe8WtlF4q+xyo/+1JD0CnkWr70Br45cnajx9I3jaY+xA8N0itbuZZoAIo0WN4xnERugStQogW5hi7hrdKj+Jb2GA0EriGjYToIJYHeCSmw/Vz1az5tH7QddyxN/P3GDFdzUYHdQp745fq0nGYqqX0OPcVSPRf/aTZpA9QvWq3zYHcjSqT+turvv1jZqjrnhPVhDOAH//h2/+/C+Hid3xBussFP/7d1wosNsVdNuHOYkYnqAltvaeoYLW8QAW+/85UdaygAlpPv9qajLsdls9UE+WWvabKEc7/j3+bLA+XC769zTfBLDpZBdKeVbaqirCq4712osq2Lvq3+l11CTA2WynsXaqy87Yy1Wc3fwfkrPeVgXhYrDDwQlYkTuYP86KpJIonArdmFEKIkBX2Qauu6zbABqBpmvRpDSNBnYhlFJ8KY25s+HF6ToLps9VM/W0/QqH7VPTB1b7HTLpPTbYKtpHX+nrUfn+Pr66061gVZAN0Hq1KHhxV/rN0VqpOBCf9Q2UlV/8P1rnrYbUI1a4rubP/a3YeoWqC3zsPig6Yj9t1rPlUfXWSOqia4q9vUePY/pNauWvkNTD0D6rTg0f5UXMwbY1Vk+ZSM2t+jXa94LRHVI2z7lKtzc54Cga4/91yN8Oqd2HNB+rLSU0i42H4lTD2VmjThdz1h6hE/a6rayguhBChKuyDVhG+zOUBQQxaG1P3E9TlDF0t17rgcdizWO0beAFM/Gtwx+fRewokd1HtuzwBK5i7DUTGqGzqxi8hKhFOfkCVPvz2iioZmPug+ZjWGNWyK3MK1WrfV7X0+u0VtbpVrjsD7TntXxeDL1KB5ydXwdE9UJINCx5Tv+v2faH9cao11va56hpUwPqHT3xdHmoz4hrVBWHbHCjLh8+uhaUvQ+F+lVGtiTUWuo6BIZepMhDD5DKXYdlgiwStQogWRoJWEbbMK2IFoaa1KWmaCpB6jFerPRUdgH5nq/tDgSUChl8NP/+f777krtD3TPPjzn5RBdudR6tSCl2H6CT45XHz46KT4bIPff1va5KYDqc8pC5FB9UkMGOGtC46DoUbf4GfHlDtqRzlgA55W9TFKDJOlQTUVjNrpGlwwUxVFrHyLXXfgZXmx8S2VdndtP6qz25MG2jXG5I6gSXwdAVDzIolRP4UhBCiriRoFWEr2mohMkLD7tRbT6Y1kK5jgj2CwIZdoTKUursF1ZgZ/vW80Ym+xv6ggrnJf4PBF6uyh4KdKhM54hpIO+7Yx5DUsf7jj22rgupTHob1n6oJXrmb1HhA9dkddKHKeB5rUAwqQzrtORW0z7oD8rergLTbCSpT3f9siDy2yVSSaRVCtGQStIqwpWkaiTGRFJTaWnfQGqqSOqhVvjZ8rrofDLuy7s9t16txVu1qDLFtYPQN6gKqH6u9TJU/NEZg2GM83LZSdTuITmzQMY2ZVolZhRAtjQStIqwlRFspKLU1f59WoUx7HjqNUIsdxLYJ9mgaR3xq0xw3JqnBhzBmWmUilvj/9u49TOrqzvP4+1tVXdV3oG9Uc5NWgcSAKBFFI4ZRccOMkTjRdYOEwYSgj/OwopB1wjxR4zPozupOWDazcQcSdTbuToJk2cyMjAmgmwuEibq5oERhhJFLd3Ptbqqb7uqqOvtHVbdV3YV0Q3fX7fN6nt/zq/r9TlWf5nf68K1T3985Irmm4INWM/MDPXfkaHGBAtOT15qReVolPnJ4/Z9muhYFI6acVhHJYVpcQIsLFLSeuVrblB4gBUA5rSKSyxS0xhcXKE9sN2e4LjLCeqa9CkdidEWi5yktkttcStCawYqIyJDZtm0bwWAQv9/P5MmT+f3vf89nPvMZ6uvrMTPmzZsHwK9+9SsWLFhAVVUVVVVVzJo1i+985zv93q+jo4OHH36YsWPHMnbsWGbNmsWWLVuYN28eXq+XYDDI888/P8K/ZVzBB63OubBzrt051w5ocYECU5k87ZVGWyXPxVJuxFLUKpIPbr31VpqamrjhhhsIhUKsWrWKb3/72zQ2NvLoo48C8PrrrzN37lwmT57M4cOHOXbsGCtXrmT58uU8/vjjKe931113sWHDBl566SWam5t55ZVX+Na3vsXbb7/NxIkTaWpq4r77BjG39RAq+KBVClt5ylytClolvyk9QCS/nTx5kq9//es0NDQA8OCDD7JixQqWL19OMBhk/fr1lJaW4vP5WLJkCZ///Od5+umnaWpqAmDr1q1s3bqVFStWcOut8YVagsEgGzZs4NSpUxn7vXoU/I1YUtiyZilXkRGgG7Gk4L14R3wlvmwzaiL8yY8u+m0CgQBz5szpfT5p0iSOHz/Ovn37WLp0KUVFRSnlZ8+ezaZNm9ixYweLFi3iRz+K12H+/Pkp5RoaGmhoaCASyez/kwpapaAlL+XaphkEJM85jbRKoWs9FF+UJE/V1dX1O7Z//34ANm3axNatW1PORSIRysrKekdaDxw4AEB9fX2/96mvr+fQocwG/ApapaD1zB4AymmV/BeLJc/TmsGKiGTKqAtYnW4kDFG9POdYwhlg2bJlrFu37iNf3/PBNhwOD0l9hpqCViloSg+QQpKaHqCoVQrQEHwFn2umTp0KwJEjR9Kef+2115g+fTq1tbVceumlADQ2NjJz5syUcj2jsZmkG7GkoFUmpQfoRizJd7oRS6TwXHXVVUybNo0f//jHhEKhlHO7du3itttuIxqNT/l4xx13APDKK6+klDt48GBv6kAmFXzQamZ+MyszszK0IlbBKU8ZaVVOq+Q3pxuxRAqOmbFhwwbC4TAPPPAALS0tAOzZs4f77ruPr371qwSDQQAWLFjAggUL+O53v8v27dsBaG5uZsWKFUyYMCFTv0Kvgg9a0YpYBU3pAVJIkkdaNU+rSH546623CAaD7Ny5k0OHDhEMBlm4cGFKmblz57Jz507a2tq4/PLLGTduHIsXL2blypWsXbs2pezLL7/MsmXLWLRoUe97rV69mksuueQjc2ZHgnJa4ytiPZN4fC0KXAtK8o1YZ5QeIHlOU16J5J9Zs2YNKN/06quv7p3S6qOUlpaybt26fjdtNTc3U11dfaHVHBIFP9KqFbEKW/KUVxpplXznSMppVdQqImnceeed/W7aampq4sCBA71LwmZKwQetUthSp7xSTqvkN+W0isj57N27l5UrV3L69GkgPpPAl7/8ZaqqqnjkkUcyWjcFrVLQvB6jzO8FNNIq+S91nlZFrSLS35o1a2hpaWHGjBnU1tYyc+ZMRo8eza5du9IuOjCSlNMqBa+iuIj2cFRBq+Q9zdMqIuezZMkSlixZkulqpKWRVil4PTMIaJ5WyXcpswdksB4iIhdCQasUvJ65WtuU0yp5zmlxARHJYQpapeD1zCAQ6oqk5PyJ5Jvk5q2YVURyjYJWKXg96QHOQUd3NMO1ERk+WsZVRHJZwQetWsZVKgJaylUKQ8qNWAXf+4tIrlG3pWVcC17yUq6hpBkEQl0R/vVkeyaqJDIslNMqIrlMQWt8GdfyxHZzhusiGVAe+HBVrLZE0Hqms5s7vvVzPv3M6/zdP3+QqaqJDKnU9IAMVkRE5AIUfNCqZVwleaS1Jz3gv2zbx/vH46Os/3XHft2gJXkh9UYsRa0iklsKPmgVSQ5af77vBO81n+H5nQd7jx1pOcvP9p/IQM1EhpZuxBKRXKagVQretQ1VvV+Vbvz5ARZt2E20z8jq/9qtFAHJfS5lRazM1UNEst/BgwcxM5544olMV6WXglYpeJdUl/HNe67q/U/8RKgLgCvqK7mstgyAbXubOdam7BHJbRppFZFcpqBVBFh41XjWf+FqvEnDT08u/ARfuHYSAJGYY9ObhzNVPZEhkbKMq2JWEckxClpFEm6/chx/88VPMnPCKNb84ce4ZnIVn581Ab83/mfyvV/+Kz944xBvH23VjVmSk1LmaVXUKpJXmpqauP/++5kwYQLBYJApU6awaNEiXn31Vd59912CwSAlJSWYGYcPH2bhwoWMHTuWSZMm8bWvfY1I5MMpH5988klmz54NwLPPPkswGCQYDLJ27dpM/XoA+M5fRKRw3PLxsdzy8bG9z8eU+VkwI8j/+fVRGls7+Q8v/xaA8aNLuGf2RO6+ZgL1o0oyVV2RQXEKWkXyUnNzM9dddx319fXs3r2b8ePHc+DAAe6++27uueceWlpaaGpqYunSpbz44os88sgjrFu3joaGBl566SUWL15MXV0dDz/8MACPPfYYS5YsoaGhgdWrV2dNXqtGWkXO48F5lzOmtCjl2JGWs/zVT97jxr98jdWbfsOBE+dehKC1o5sfvnWY1Zt+w6f+4w6mP/4q2/c2D3e1RfpxmqdVJC+tWbOGDz74gI0bNzJ+/HgAGhoaWL9+fdryixYtoqGhAYB7772XCRMmsGXLlpGq7gXTSKvIeUwLVvDLNbewrznE3sY2frH/BK/saSIciRGNOV5+8zA/fOswN02tZfbkKq4YV8nZcJSToS5+uu8E//fd44SjsZT3/PqWPdw4pYaAz5uh30oKUWpOq6JWKTzLfryMxlBjpqvRT315PRtv23hBr43FYmzevJkJEyYwffr0lHNz5sxh8+bN/V5zww03pDyfOHEiR48evaCfP5IUtIoMQMDnZfr4UUwfP4q7r5nINzq62fzWYTb+7H2OtnYSc/D6u8d5/d3jH/k+Po8RiTmOtnay6Y3DLJ5zyQj9BiJ9c1ozVw+RTGkMNfLBmfyawvD48eO0trYybdq0fuc8Hg+33HJLv+M1NTUpz/1+P93d3cNWx6GioFXkAowqLeJLNzZw75xJbH7zCM//4gD7joXSlr28rpyFM8dx6xVjCfg8zP/mT4nGHP/ttf3cfc0EjbbKiNGUV1Lo6svrM12FtC6mXj1pP+FweMCv8XhyMztUQavIRQj4vCy6bhKLrpvEyVAXb33QwvvHQ1SWFFFV5qehpowpdeUpX8V+7qrxbH7rsEZbZcTpRiwpdBf6FXw2q6urY9SoUTQ29k97iMViHD16lLq6Ovx+fwZqN7RyM9QeQmbmN7MyMysDijNdH8ld1eUB5l8xlvs/fRlfuHYS/+YTQaaOreiXO7ji5st754P969f209kdzUR1pQAlj7SimFUkL3g8Hu666y6am5t54403Us5t376dqVOn0tk5+MVxysrii+v0TIW1d+9eVq1adfEVvggaaYU1wOOZroQUjsk1Zdx59XhefvMwja2d/Nnm3/LNe67KyRtjojHH6Y4wpX4vpf7c6E6iMUdLR5iT7WFOhLo4GQpzMtTFyfYw3VGHx+IT73vMMDMCPg/lAR/lAR8VxT7Ki31UFhelPB/qFA/nHOFojHAkxtlwlI7eLdLv8dk05852R2jvitLZHSUac8ScI+rgYNIsF8ppFckfTz31FD/5yU946KGH2LRpE+PGjWPfvn2sXLmSVatWUVlZOej3rKmpoba2lnfeeQeA73//++zYsWOoqz4oufG/zPB6Cngm8fhaILNXRArCw/Onsm1vMy0d3Wz59VEuqy1nxS1TMlqnSDTGyfYwx9q6aG7rpPlMJ81tXRxr6+TYmfixniVufR4P3Yny0ZjDDBpqyvh4sJLKEh9+rwczoysSozsa42PBChZeNZ7aisCQ1jkWc5zpitB2tpvWxNbzOCUobY/vT4TCnGrvYqjXhvD7PFQE4gFsRbGPkiIvhuH48AclD3JGYo5wJNYbmKZ7PJx8HqPIW/BftInkjbq6Onbv3s1jjz3G7NmziUajjBkzhvvvv5+HHnqI48ePM2PGDFpbWwEIBoM8/fTTzJ07lxtvvJFTp04RjUYJBoNs3LiR22+/HTNjw4YNrF69mrq6Ourr63nuuecy+nta8rx9hc7Mrgd27ty5k+uvvz7T1ZE898v3T/LF7+ymOxr/G/yjGfWUBbwUeT34fR78Xg+d3VHaOiOEuiJ4zfB5jZIiL1VlfkaX+nE4urpjRGKxlNf5fR58Hg9dkf6jcu3hKGcTz3set3R0cyI09MFcMp/HmDetjqsnjaahpoyGmjImV5dR4o+PUjrnaOuMcLo9zKmOMKdC8aAzvsUfn+4I9wanrR3dnOmKoC7s3IqL4u3ADLwew2OG3+vhi9dfwp/+weWZrp7IsNi3bx8AU6ZkdiCgUA3k33/Xrl09027d4JzbNdD31kirSIbMubSatXfO6F1l6x9/l31zByarKvNTWx7A4zGisRiGUVsRoLYiwIlQF28fbeNU+7nvXo3EHNv2NrOtz8IKwcpiIrEYpzu6iQ5T1OzzGFVlfmrKA1SXJ/Zlfqp7n/upLgsQKPIQi8VzP50Dh6OzO0Z7V4S2zm5CXRHOdEYIdUY40xkPmnufd3UTSnzA6AhH+6WMJqd/mMVv4gv4Uj9o9Hvs81Ba5I2nXwR8lBZ5KfF7KQv4KPV7KSmKp2WUBhJlij58XOzz4lEOgIjkEQWtIhn0b6+ZyNGWs6zfvm9YRznT8Xs9lPjjAU5lcRF1lQHqKooZWxlgbGV8X1vRsw+cN2/TOUdLRzedkSjhSAzn4l+bR2OOf9rTxPffOMT+NNOCNbUN/AYBn8cYVVJEZWIb1bvF80xHJR2rSgSlNeV+KouLFMCJiOQ4Ba0iGbby1qk88OnLOBuO9uY1dkfjeY3FPi+VJUWU+r04B5FYjPauKKc7wpzuCOM1I1Dkxeex+GsS+ZDxx45AkYcyf2JUzu+lzO/rDVSHOqfRzBhTln5Kla/cdCnL5jbQ2NrJgRPtvH+infePhzhwop0PTnVQ7OtJeYgHm2NK/b0jozXlfmoqAtSUBags8eXkDWsiInLxFLSKZIHiIi/FRQO5A91LRXERwVG5NzubmTFudAnjRpfwqctrzv8CERGRJLp9VERERESynoJWEREREcl6ClpFREREZEgM51SqClpFREQkb5gZ0WiUWGx4F+mQ/mKxGLFYbNhumFXQKiIiInmjvLwc5xxHjhwhHA4P68ifxDnnCIfDHDlyBOcc5eXlw/JzNHuAiIiI5I3q6mo6OjoIhUKEQiHMDI/Ho+nyholzjlgs1vvhIBAIUF1dPSw/S0GriIiI5I2ioiIaGho4ffo0Z86cIRKJKFVgGJkZRUVF+Hw+KioqGDNmzLB9QFDQKiIiInnFzKiqqqKqqirTVZEhpJxWEREREcl6ClpFREREJOsVfHqAmfmBosTT3FsbU0RERKQAaKQV1gChxLYjw3URERERkTQUtMJTQHliuznDdRERERGRNAo+PcA5FwbCAGbWmeHqiIiIiEgaBR+09lEK8Lvf/S7T9RARERHJS0lxVulgXmda3uxDZvYV4G8yXQ8RERGRArDcObdhoIUVtCYxs3rgduB9oGOYf9x04gHycmDPMP8syX5qD9JDbUF6qC1IsnxqD6XApcA/OOcaB/oipQckSfzDDTjivxhJS5ztcc7tGomfKdlL7UF6qC1ID7UFSZaH7WH7YF+g2QNEREREJOspaBURERGRrKegVURERESynoLWzDkMfCOxF1F7kB5qC9JDbUGSFXx70OwBIiIiIpL1NNIqIiIiIllPQauIiIiIZD0FrSIiIiKS9RS0ioiIiEjWU9AqIiIiIllPQWsGmNk8M/uZmR0zs0Yz22hm1ZmulwwfMztoZk3n2Or7lC01s2fN7INEG3nTzO7KVN3l4pjZYjNrMbMXPqLMoK65+pDcdL62YGZLzSx0jn7iP5/jNWoLOcTMKs1shZn90sxOmlmrmb1tZl8zM3+a8uobkihoHWFmNh/YBvwDEASuBD4B/NTMyjNZNxlezrngObbGnjJm5iXeNj4L3OScqwPWAT8wsy9lpuZyIcysxsxeBtYCoz6i3KCuufqQ3DPQtpDw7Dn6iVVp3ldtIff8HfCfgL8EaoFq4FngL4AtyQXVN6ThnNM2QhvgA/4F2N3n+JWAA76R6TpqG7Zrf3CA5b6UaAt/2Of4D4EWYEymfxdtA77mrxD/j2la4pq+cLHXXH1Ibm6DaAtLgScG+J5qCzm4Af8EPJ3m+PcS1+22pGPqG/psGmkdWbcAlwL/O/mgc+63wH7gy2ZmmaiYZI2vAO3Aq32ObyY+QqM0gdyx3Dn3KNB1nnKDuebqQ3LTQNvCYKgt5Kb/CfyPNMd3J/azk46pb+hDQevIuimx/22ac78BxgOXjVx1JJuYWTFwLfCOcy7a5/RvEvtPj2yt5EI558671OIFXHP1ITloIG3hAqgt5CDn3N86595Jc6onn/UUqG84FwWtI2tqYt+Y5tzRxH7KCNVFRpiZrTWzPWbWbGbvmdm3zWxiUpHLiP9Nqn0UjsFec/Uh+e8aM9uauHmz2cxeN7N705RTW8gvs4EI8PeJ5+ob0lDQOrJ6EvA70pzrOTZ6ZKoiI8wl9jcR/8T7J8AfAP/PzD6WOKf2UXgGe83VRvLfZcBTQAOJm2iA75nZX/cpp7aQJxKDF3cA65NG5dU3pKGgNTPc+YtInpntnPtz59wp51zEObcLuJf4naPr+5RV+yg8g73maiP56QfAJ51zP3NxJ5xzjxEffXvQzG5I8xq1hRyWyDN9DngH+PM0RdQ3JFHQOrJaE/uyNOdK+5SRPOKcO5Hm2JvAIeBmMytD7aMQDfaaq43kMedch3Mu3UjZlsT+s0nH1BbywzPER9Rvd851Jh1X35CGgtaR9V5iX5/m3LjEft8I1UWyw1HAS3zE9V+AGGofhWSw11x9SGHqyUkcm3RMbSHHmdmfAYuA+c65pj6n1TekoaB1ZP00sb8yzbkrgSPEp6aQPJJYoWT+OU4HiXdMpxKfsv8ZuCIxqXSynjbz+vDUUjLhAq65+pA8ZmZPmFlRmlPBxD75Gxu1hRxmZiuAR4BbnXP7EseqzWwyqG84FwWtI2s7cAC4M/mgmV1J/K6+77rEbMCSV+YB/77vQTObAUwCfu6cCyUObyT+9c5tfYrfRfyrnZeHr5qSIYO55upD8tvjpA86bk/styYdU1vIUYnVrJ4gvpBA8vRXn00c76G+oQ8FrSPIORcBHgA+aWaPmpnHzGr4MAn7mYxWUIbT7Wa20swC0NuRvER84uiVSeVeAF4D1vV84jazxcDngEecc6dHrsoyQl5ggNdcfUhB+O9mdgWAmZUlvkL+Y+B7zrnXegqpLeQmM/t3wAbgF8DnEqPrT5jZE8T/5pO9gPqGFJYHgXfOMbN5xNcZngpEiS/x92i6m3Uk95lZLfGZAv6Y+IolZcSnINkO/IVz7r0+5UuBJ4F7gABwGHjKOadR1hxiZouAvyKes1wDdBIfHTnpnPtEn7KDuubqQ3LLQNuCmd1MvK/4FDAGKAF+DzwPPJdupExtIbeY2a+BmR9R5EXn3NKk8uobkihoFREREZGsp/QAEREREcl6ClpFREREJOspaBURERGRrKegVURERESynoJWEREREcl6ClpFREREJOspaBURERGRrKegVURERESynoJWEREREcl6ClpFREREJOspaBURERGRrKegVURERESynoJWEREREcl6ClpFREREJOspaBURERGRrKegVURERESy3v8HjX3yfvZccFQAAAAASUVORK5CYII=", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for loss in losses:\n", - " loss.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 250/250 [20:55<00:00, 5.02s/it]\n" - ] - } - ], - "source": [ - "imgs, loss = fit_N_lines(loss, spherical, lines, frequencies, obss, N_epochs=250, lr=1.0e-1, w_rep=1.0e+0, w_reg=1.0e-1, w_cnt=1.0e+0) " - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "loss.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 250/250 [20:50<00:00, 5.00s/it]\n" - ] - } - ], - "source": [ - "imgs, loss = fit_N_lines(loss, spherical, lines, frequencies, obss, N_epochs=250, lr=1.0e-1, w_rep=1.0e+2, w_reg=1.0e+0, w_cnt=1.0e+1)" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "loss.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 250/250 [21:28<00:00, 5.15s/it]\n" - ] - } - ], - "source": [ - "imgs, loss = fit_N_lines(loss, spherical, lines, frequencies, obss, N_epochs=250, lr=1.0e-1, w_rep=1.0e+3, w_reg=1.0e+0, w_cnt=5.0e+1)" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "loss.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 250/250 [20:52<00:00, 5.01s/it]\n" - ] - } - ], - "source": [ - "imgs, loss = fit_N_lines(loss, spherical, lines, frequencies, obss, N_epochs=250, lr=1.0e-1, w_rep=1.0e+5, w_reg=1.0e+0, w_cnt=5.0e+1)" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "loss.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [], - "source": [ - "Is = forward_N_lines(spherical, lines, frequencies)" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 0, 'frequency [km/s]')" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.title(\"Synthetic observation\")\n", - "for obs in obss[:]:\n", - " plt.plot(velocities/1.0e+3, obs.data, linestyle=':')\n", - "for I in Is[:]:\n", - " plt.plot(velocities/1.0e+3, I.data)\n", - "plt.ylabel(r\"intensity [.]\")\n", - "plt.xlabel(r\"frequency [km/s]\")\n", - "# plt.yscale('log')\n", - "# plt.ylim([1.0e-10, 10.0])" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Variable key: Free/Fixed: Field: Min: Mean: Max:\n", - " log_CO Free True +3.164e+00 +3.308e+00 +4.130e+00\n", - " log_temperature Fixed True +7.138e+00 +7.438e+00 +8.517e+00\n", - " log_v_turbulence Fixed True +5.521e+00 +5.521e+00 +5.521e+00\n", - " log_velocity Fixed True +9.210e+00 +1.214e+01 +1.220e+01\n", - " log_v_in Free False +5.672e+00 +5.672e+00 +5.672e+00\n", - " log_v_inf Free False +1.066e+01 +1.066e+01 +1.066e+01\n", - " log_beta Free False +4.313e+00 +4.313e+00 +4.313e+00\n", - " log_T_in Free False +7.053e+00 +7.053e+00 +7.053e+00\n", - " log_epsilon Free False -2.690e+00 -2.690e+00 -2.690e+00\n", - "sizes: [1.49597871e+15]\n", - "shape: (128,)\n" - ] - } - ], - "source": [ - "spherical.model_1D.info()" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "log_v_in 5.67162309885459\n", - "log_v_inf 10.65656176498399\n", - "log_beta 4.313250499474863\n", - "log_T_in 7.053016173397691\n", - "log_epsilon -2.6899093441667272\n" - ] - }, - { - "data": { - "image/png": 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", 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", 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", 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", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.plot(torch.exp(spherical_model.model_1D['log_CO']).data, c='k', linestyle=':', label='model')\n", - "plt.plot(torch.exp(spherical.model_1D['log_CO']).data, label='reconstruction')\n", - "plt.yscale('log')\n", - "plt.ylabel('Temperature')\n", - "plt.xlabel('Radius [m]')\n", - "plt.legend()" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "ename": "NameError", - "evalue": "name 'temperature' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m/STER/frederikd/pomme/docs/src/examples/test_1D/test_1D_CO_and_T_and_vel_2_lines.ipynb Cell 14\u001b[0m line \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m plt\u001b[39m.\u001b[39mfigure(dpi\u001b[39m=\u001b[39m\u001b[39m150\u001b[39m)\n\u001b[1;32m 2\u001b[0m plt\u001b[39m.\u001b[39mplot(torch\u001b[39m.\u001b[39mexp(spherical_model\u001b[39m.\u001b[39mmodel_1D[\u001b[39m'\u001b[39m\u001b[39mlog_temperature\u001b[39m\u001b[39m'\u001b[39m])\u001b[39m.\u001b[39mdata, c\u001b[39m=\u001b[39m\u001b[39m'\u001b[39m\u001b[39mk\u001b[39m\u001b[39m'\u001b[39m, linestyle\u001b[39m=\u001b[39m\u001b[39m'\u001b[39m\u001b[39m:\u001b[39m\u001b[39m'\u001b[39m, label\u001b[39m=\u001b[39m\u001b[39m'\u001b[39m\u001b[39mmodel\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[0;32m----> 3\u001b[0m plt\u001b[39m.\u001b[39mplot(temperature\u001b[39m.\u001b[39mdata, label\u001b[39m=\u001b[39m\u001b[39m'\u001b[39m\u001b[39mreconstruction\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[1;32m 4\u001b[0m plt\u001b[39m.\u001b[39myscale(\u001b[39m'\u001b[39m\u001b[39mlog\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[1;32m 5\u001b[0m plt\u001b[39m.\u001b[39mylabel(\u001b[39m'\u001b[39m\u001b[39mTemperature\u001b[39m\u001b[39m'\u001b[39m)\n", - "\u001b[0;31mNameError\u001b[0m: name 'temperature' is not defined" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.plot(torch.exp(spherical_model.model_1D['log_temperature']).data, c='k', linestyle=':', label='model')\n", - "plt.plot(temperature.data, label='reconstruction')\n", - "plt.yscale('log')\n", - "plt.ylabel('Temperature')\n", - "plt.xlabel('Radius [m]')\n", - "plt.legend()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.plot(v_fac * torch.exp(spherical_model.model_1D['log_velocity']).data, c='k', linestyle=':', label='model')\n", - "plt.plot(velocity.data, label='reconstruction')\n", - "plt.yscale('log')\n", - "plt.ylabel('Velocity')\n", - "plt.xlabel('Radius [m]')\n", - "plt.legend()" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "metadata": {}, - "outputs": [], - "source": [ - "spherical.model_1D.save('models/test_model_all_CO_25_beta_0.9_epsilon_0.85_10_lines.h5')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "magritte", - "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": "3.9.13" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/docs/src/examples/test_1D/test_1D_CO_and_T_and_vel_N_lines.py b/docs/src/examples/test_1D/test_1D_CO_and_T_and_vel_N_lines.py deleted file mode 100644 index 3081858..0000000 --- a/docs/src/examples/test_1D/test_1D_CO_and_T_and_vel_N_lines.py +++ /dev/null @@ -1,142 +0,0 @@ -import matplotlib.pyplot as plt -import numpy as np -import torch - -from torch.optim import Adam -from tqdm import tqdm -from astropy import units, constants - -from pomme.model import TensorModel, SphericallySymmetric -from pomme.lines import Line -from pomme.loss import Loss, diff_loss - -from test_1D import forward, forward_N_lines, forward_analytic_velo, forward_analytic_velo_and_T, forward_analytic_velo_and_T_N_lines, get_model, line, frequencies, velocities, r_in, v_fac - - -def get_initial_model(from_model, nCO, v_in, v_inf, beta, tmp, epsilon): - - # Define and initialise the model variables - model_1D = TensorModel.load(from_model) - model_1D['log_CO' ] = np.log(nCO) * np.ones(model_1D.shape) - # model_1D['log_velocity' ] = np.log(1/v_fac * vel) * np.ones(model_1D.shape) - # model_1D['log_temperature'] = np.log(tmp) * np.ones(model_1D.shape) - - model_1D['log_v_in' ] = np.log(v_in) - model_1D['log_v_inf' ] = np.log(v_inf) - model_1D['log_beta' ] = np.log(beta) - - model_1D['log_T_in' ] = np.log(tmp) - model_1D['log_epsilon'] = np.log(epsilon) - - model_1D.fix_all() - model_1D.free('log_CO') - model_1D.free('log_v_in') - model_1D.free('log_v_inf') - model_1D.free('log_beta') - model_1D.free('log_T_in') - model_1D.free('log_epsilon') - # model_1D.free('log_velocity') - # model_1D.free('log_temperature') - - # Create a spherically symmetric model form the 1D TensorModel - spherical = SphericallySymmetric(model_1D) - - return spherical - - -def steady_state_cont_loss(spherical, r): - """ - Loss assuming steady state hydrodynamics, i.e. vanishing time derivatives. - """ - log_rho = spherical.model_1D['log_CO'] - log_v_r = spherical.model_1D['log_velocity'] - - rho = torch.exp(log_rho) - v_r = torch.exp(log_v_r) - - # Continuity equation (steady state): div(ρ v) = 0 - loss_cont = spherical.model_1D.diff_x(r**2 * rho * v_r) - - # Compute the mean squared losses - loss = torch.mean((loss_cont/((r**2)*rho))**2) - - # Return losses - return loss - - -def steady_state_heat_loss(spherical, r): - """ - Loss assuming steady state hydrodynamics, i.e. vanishing time derivatives. - """ - log_tmp = spherical.model_1D['log_temperature'] - log_rad = torch.log(r) - - log_tmp = log_tmp - log_tmp[0] - log_rad = log_rad - log_rad[0] - - loss_heat = spherical.model_1D.diff_x(log_tmp[1:] / log_rad[1:]) - - # Compute the mean squared losses - loss = torch.mean(loss_heat**2) - - # Return losses - return loss - - -def fit_N_lines(losses, spherical, lines, frequencies, obss, N_epochs=10, lr=1.0e-1, w_rep=1.0, w_reg=1.0, w_cnt=1.0): - - r = spherical.model_1D.get_coords(origin=np.array([0])) - r[r" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "spherical.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "Is = forward_N_lines(spherical, lines, frequencies)" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 0, 'frequency [km/s]')" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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/QlJsLg/kMJLbOxXSypm8wlih/Y0j/FR/hqTAWyAlMtULHyz/nndA6puLGGOvQlJ8OiGZlP0AwQlS1T0vnOY1SPfUCsbYG5D+o9+FpIxsFv472v8GZD8gzvmxgNncmwDuZ4xVQTJzGwFwJoDvQzL/vJlzLq6GFSPM/y7S/ynCb0gQRDxJdpZMetGLXvRKxAuSsHgGJCH1LUgC5ACkKENDkHxWZEd8U5TnfBiSYLokTJ17Ecx4L77eC+y/2WD/YZ1z3QRpxtsFoAfA+wA+Fdj3aYPz8MD+KUb7AUzR+a1uhOQjdAzSrHUngLXQyaY+ijYafVe9NjgAfB3Ah5AUDA+AJkhK5+xx3Ac5AL4BKTFpX6CdRyA5ny/Qqf+Atl8gmY59D5L/xGDg/tkEyUeE6ZyjBpKy8XdIUbkGAtc9GPg+i8K0dyKkFZadgeu4AOyHpDzO0Kn/XrS/cZhrvhCof10Udc+EpLR2Be6TY5Ci0F2P0Hv/PZ3jvw3pv+gO3GNvAZgb4b/Ddc5TDElh2hr4fZ2B3+kRg9/J6F48HM3/iV70olfyXozzeJpoEwRBZC6MsRcA1HHOlya7LQRBEASRDZDZGEEQxBgImLRcDGBVsttCEARBENkCOewTBEFEAWPsT4yxM4WirwHoRjDaEUEQBEEQcYZWXgiCIKLjMwBOYIx9G8B0SBGvvsnVUaUIgiAIgogj5PNCEAQRBYyxpwCcDym6WCuARzjnP0tuqwiCIAgiuyDlhSAIgiAIgiCItIB8XgiCIAiCIAiCSAtIeSEIgiAIgiAIIi0g5YUgCIIgCIIgiLSAlBeCIAiCIAiCINICUl4IgiAIgiAIgkgLKM9LisIYawOQC6Ap2W0hCIIgCIIgiBhSC2CYcz5ptAdSqOQUhTHWb7fbC6ZPn57sphAEQRAEQRBEzDhw4ABcLtcA57xwtMfSykvq0jR9+vTZu3btSnY7CIIgCIIgCCJmzJkzB7t37x6TdRH5vBAEQRAEQRAEkRaQ8kIQBEEQBEEQRFpAygtBEARBEARBEGkBKS8EQRAEQRAEQaQFpLwQBEEQBEEQBJEWkPJCEARBEARBEERaQMoLQRAEQRAEQRBpASkvBEEQBEEQBEGkBaS8EARBEARBEASRFpDyQhAEQRAEQRBEWkDKC0EQBEEQBEEQaQEpLwRBEARBEARBpAWkvBAEkbKsbupEs9MdsV6z043VTZ0JaBFBEIQxNGYRRPwh5YUgiJRkdVMn7t7fgsu37g8rDDQ73bh8637cvb+FhAGCIJIGjVkEkRhIeSEIIiVZXl6EyQ4bjgQe9HrCgCwEHHG6Mdlhw/LyoiS0lCCIbMJodUU7Zm3uGwpRTmjMIojxQ8oLQRApSY3DhhcXzNBVYFY3dWJz35BKCHhxwQzUOGyqc5BpBkEQsSTc6op2zLp0a4NqdUWruOiNWQRBRIaUF4IgUhY9BeYXh47i7v0tuHRrQ0TFhUwzCIKIJZFWhGscNjw8ezIsDPBywMKABYW5pLgQRAwh5YUgiJRGq8D86nA7gKBg8PDsyYaKC5lmEAQRS8KtCAPS2PPV3UeU8cnLgYu3NODkdbtJcSGIGEHKC0EQKU+Nw4a/zp0WUu7lwK27DocIDzTDSRBEvDBSYMSxJ8/MYDdJIpYfgA+AGaDxiCBigCXZDSAIgoiGBwMrLlqaXR6ctn4PXl0wA2V2KykuBEHEHVmBkcebU9bthh+SogIAQz4OgKuO8SW6kQSRoaTtygtjzMEYu4cx9gljzMkYa2WMPcoYqx7H+X7MGHMzxh6LUPd4xthPGWP1jLEBxpiLMXaEMfY4Y+ykMX0hgiAMaRx24sWOHsP9Ls5xwZYGLCHTDIIgEoSswFgAeBFUXMJx2ZaGqPLAEARhTFoqL4wxB4B/AbgTwF0ASgBcBGAZgK2MsRmjPN9ZALYDuA2ANULdkwDsBrAKwAMApgOYFGjLeQDqGWOXjub6BEEY0+x04/z6faqyXx9XgxKLOaQuB8BAphkEQSSOcCsqJRYTrIwp240uT8Q8MARBhCctlRcAPwBwKoC7OOcvcc5HOOf1AK4CUAbgsWhPxBi7FsDLAB6EpIBEwg5JPvoK5/yvnPMOznkP5/wFACshKT9/CShYBEGMA9mGvMcbnNOcYDXj81Vl+MeS41BtD51r4AD8/mjmQAmCIMaOPD5xTbmsqkx22PCPJcfj4opiZZ/DxMLmriIIIjJpp7wwxnIA3A7ADeBxcR/nfAeA9QBOY4ydHuUpDwGYzTl/GFoDVX2GAGwC8JrOvr8DcAKYAGBplNcnCEIH0flVZGVVGQDJZOOPc6bAwkKPvXALCQYEQcQPo/HJBEmQECMh3lhVqux3+jmqbFZSYAhiHKSd8gLgMwDyAXzMOR/U2f9h4P2SaE7GOV/POW+N9uKc8z2c86Wc8xGdfX4Acpt0RCqCIKJlbWcfjjjdsAn/JAsDvjFlIoDQkKQiXR4vCQYEQcQFUXEpFsxXzZD8XuQQyV/dfQTNTjeWFuVhVm7QGOOkghwlUtnazr7EfwGCSHPSUXmZF3g/ZLBfLp+bgLaoYIyVQTJb6wewJdHXJ4hMYlVtOe6aWgmPsB56dmkhLCZTSDjkVxbMxAl5aktNmtkkCCLWaMeeiYLp6u2TK3DfjGq8smCmKoxyi8uDFROLlXp/P9aPNSdOwX0zqrGqtjwJ34Ig0pt0VF4qA+/dBvt7NPUSyQ2B999wzgeScH2CyCgOjjhVtpz3z6jWzeOyuCgPD55Qpzp2gsVMCgxBEDFFXhGe7LDhl8fV4pMhp7LvsokTsKq2HIuL8lR5YNZ29uGKiSVKPQ7gidZjpLgQxBhJxzwvuYF3I2nEpamXEBhjlQDuBrARwI9Hcdwug13TY9Eugkh1Vjd1Ynl5UUh0ML/fj1c7epXtqTk2vN3VDwC64ZDnFuSiyGJGn1eK/VNus6AgoMCs7ewjQYEgiHEjjyPLy4vwVOsxpfzE/BzMElZ/5TDK4tgzNceGQyOS6PJiew9+elxtAltOEJlDOq68DAfejeKg2jX14g5jLBfAiwA6AVzMOfck6toEkc6sburE3ftbdFdHHms9Bqc/uO4y6PXj7v0tAID7ZlTrhkM+p7RA+dww7MIz86aRaQZBEDFlVW05qmwWPN8WNAC5TFhZkalx2JSxZ3VTJ24QHPcHfH6s7ewNOabZ6cbqps7YN5ogMoh0XHlpC7xPMNgvjyBHE9AWOefMKwBKAZzDOddPA24A53yOwXl3AZg97gYSRAqzvLwIf27uVMy7RIXkocYOpZ4JQKfHi8kOm+4qjcw3Jk/Ci+29ACTH2SanhxQXgiBiztNt3Wh2SfOUDMAl5UWGdeVJmjq7FXbG4OLSpMwvD7dheXmxUk8bwYzGLoLQJx1XXrYF3qca7JfLt8e7IYyxPABvQvKv+RTnvCne1ySITEI2rRCdW5udbhx1udHuCi5g+oEQMzE9ZuQ58OmS4OrLGzozmwRBEOPlL81dyucCixnVOXbDusvLizDZYUOjywOzEBlx16ATx9xeAKGBAJaHUYYIIttJR+XlXUi5VuYGlActpwbe9fKwxAzGWCGAtwEUAfi0uOLCGLuaMXaq4cEEQSjoKTAPHelQZa2us1sjKi4yl00Kmm+80dkLjz+a9E0EQRDR4fT5sUdw1D+vtDBsfXGMG9aMR/cfaNUNQhLNWEcQ2UraKS+c82EAD0HybblR3McYmwNgGYB1nPMPhPKzGGMbGWO3x6INjLESAP+A9PudzTk/pqlyG4DzYnEtgsgGtArMX1qCs5rFFjNeWjgz6of5BWVFsJuk6c1ujw8f9FDgP4IgYscfmjpUURC/PXVSxGPEMU7klY4eUlwIYpSknfIS4EcA1gP4GWNsBWMshzG2EMBzAI4BuFlT/04ASwD8ZLwXZoyVAvg3gKWQwjX/kTH2jPgC+aoQxKiRH+5mTfkL86eP6mFeaDHj7AnBmdAX23vC1CYIgtBndVOnbpj1p48GHfUrbBaYGYvKyV4e48qsQXfjET8nxYUgRklaKi+B1ZezAPwGwM8B9ELyPdkIYAHnfJ/mkGcBDAB4VO98jDHOGOMA1gSKbpLLGGM3a6qfAWB+4PPnAFyt8yIvO4IYI+KMJgNQbI0+rogsbFwo2Iu/2N6DXo9XVY8i+hAEEQ6jSIjH3F7FoR4Azp5QgMu37sfd+1uiVmDeXjwrpJwUF4KInrRUXgCAc+7knN/DOZ/JObdzzis55ys55806df/KOS/knN9hcC4W5vWYpu4rEerLr3vj880JIjOR7b79QhkHok4yKQobx+U6VPt+1xgMAihfJ1phg8gMjGbRteVGii0pvNmF7GSvTXT7wJE2Vb0PegbH5GTPIlchCMKAtFVeCILIHLQhQmUqrJYQ4cEIUdj44q7DqLRblX0vB8InU0Sf7MRoFl1bbqTYksKbfRhFQnxFSJxrYUCzyzMqky/5XtKGEblkS0NUkzQEQZDyQhBEkhEVigJzcEgyAXhjYajwYIRW2Bj2BeOVtbo8+LhviBxjsxSjWXSx/JItDbhkS0OIYksKb/aiHVMu3rIPne6gCaqXRxfCXUa8l+rsVtUES4vLE/UqM0FkO6S8EASRNLSCYang31LjsKEu16E7+2mEKGz0ef2qfVd8fIAUlyzFaBZdLq+2W9Hi8qDF5UG1EJabQtgS4r3T6lL7zo0mhLv2Xnpp4Ux8SshJlW82Rb3KTBDZDikvBEEkjbWdfSrBsEVITHlacT6AUMFzbWdf2HMahSQd8PlJAM1ijBQYI0hxIWTke0dLtCHcje6l00rylTrFFnPU9yZBZDvRh/EhCIKIMatqpcB8y8uL0OnywMODluDXVk1QPsvCw9rOPuWYcMj1l67brQoA8MjsOhJAsxj5vpAFySXrdiu+B1YGWBlDi8uDpet2AwD8GJ1ZEJG5aCMWakO6h0M7SSPfS/IEDSD5zjxx0hTc3dCqTNJEM9YRRDZCKy8EQSSVVbXlqHHY8Le2YO4ECwOWFuWr6tU4bKN+mGsHuCdbu3XrEdmDrMAwqMNyeziU7Of+wAsAnh9lniEi82h2unH1tgOqMh+ij4S4qrYc982oDlGCqx02WFkw7tjfu/rx4oIZuG9GNSkuBBEGUl4IgkgJPugZUD5PdtjHdS7ZTMOrKX+2vZvMMQh0uz0h0Z6M+LB3MK5tIVIbeSw55g0GALliYsmoTbzkSRotonnrf3sHxzRJQxDZBikvBEEkHb/fj6aRoADwqQkFYWqHR2tffv2koPmZjwOXUUjSrKbZ6calW/eHlFsA5JhCs2/cubeJ7pcsxSiE+1WTJozKfyoc4ljXNOKG3+8PU5sgCICUF4IgUoD1fUPwCdvXVU4wrBsOPcfYb02dpKrTSCFJs5ZmpxuXbWlQzMMAYFauHdV2K7wARvwc1XYrfn1cjbLfD+D8TZ/Q/ZJliGNJkTno4VJsMWNZcf6oA0AY8XlhrPNBGgsJgggPKS8EQSSdZ44GfVGsjOHEgtxRn8Moos8khw11gmlGAYUkzUrk+6NRiGgHAN+eMimk7hklBcgTcg4d8/rofskyRCd7hzm4Ijc91w5rYIVutJEQ9TixIFfl9yKOhQRB6EPKC0EQSWdEMJWYW5AzpnMYRfQBgK/UVSifiyxm1NmtYxY2iPRDVGxFw7CJNgvuP3hUye8i53u5YtsBXFZRojoHKbzZhexkv+bEKWgXElOeURIaSGS8TvbTcoJj1TpaeSGIiJDyQhBEUuGcY4PwwL6ttiJMbWOMIvoAwHmlhcrnZpcHvzq+jiL6ZBGyYjvBYlY56p9WnK8ovK8unIlXF85UZtGn5dpgETQdKwMpvFnGqtpyvK7p71trQsen8TrZnzkhOD61OMnvhSAiQcoLQRBJZf+wCx3CzOay4vwwtcNjFNGnymHD3Pzgis62gWFSXLIIWbE1C+Y5hWYTfj9nikrhFWfRb6ubiOVlRUp9Dwe+UVdB902W8UpHj/K5ym5FsS326fGurypVPvsBvCdEXiQIIhRSXgiCSCr/FULRzsl3oDQOwgEAnCcIoqJAQmQWq5s6dU27zi4tRJeQaPDKSROwuqkzROEVZ9FPyHeozMy2DY7oXrPZ6cbqps7YfAEiZRjx+XFYiIIoKrOxZFaeA3ZBsX6+jcYngggHKS8EQSSVD7qDs4ynFY89RHIkPiXYqu8adGKvgSBKpC+rmzpx9/4WXd+UPzZ1KCZjkx02/KOrD3fvbzFUOlY3deLnh9phE4TK97sHMOhVZw+S/WnCnYtIT9Y0d6rMDL9WNzaT1miYkRfMbbWB/F4IIiykvBAEkTS8fj/WdgVtyk8ao7N+NCwuzFUNeH9o6ojbtYjksLy8SDd07TG3F8+1BaM4DXh9aHR5MNlhw/Jy/dl0+VwuHhRf/QDu2d+qbGsj3Bmdi0hPnmsProCUWS2o1DFJjRWfEfK9dHu84DzaNKoEkX2Q8kIQRELQM+dZ29WnmtlcVpQXNxMck8mEWXkOZfvdbrIrzzSMcm883tqFkUBuFxOAbq9PNyqd0blEXmjrgd/vNwzNTWQGXr8f+4acyvY5pfFbFQaAlVXliomi08/xybAzbH2CyGZIeSEIIu4YmfO8KMxs5ppMAGNxNcG5tKJY+dzu9qLH7TWuTKQlWgVmxZYGPNwYXGXzA1ErG/K5yq1BPywX53iosZMUlwzByEfqmbZuiDG/rpg4IS5jknz9qhwbThKCivy3Z1BVj/yqCCIIKS8EQcQdI3Oe+v5hpc7UXFvcTXBuqSlTbf+5mYSBTERUYJpcHgz5gmJojd06KmWjxmHD2sWzYBbK/u/QUVJcMoBwPlJPth5TPheYTbjzk6aYT6por3+q4Jf3kaC8kF8VQagh5YUgiLijZ85zcNiJTmHlo9npjqtAuLqpE/1ePyqFaGavdfaG1KMZzsygxmHD8/OmhZS/snDmqO+tGocNv589WdnmACwAKS5pjtGkCuccR4QoYz7O4zKpor3+8YJZ67reQfg5J78qgtCBlBeCIBKCVoG5qL5Btb/P64+r4iLPcIp5ZA4Mu+AVEsLRDGdm8WGvOmqT2aBeNCwszFVtUxrB9MfIR2rPkBM9Xp9Sb9jP4zI2aa//q0Ntyj3a4/XhmdZuMk8kCB1IeSEIImGID+tjgnAARO+HMBbEGc71fUFzDD+AF9p7AVDkqEyj2enG/2toVpX5AF0ToWjOdcW2A6oy/xjPRaQWegrM00ePqerEc2zSmjiKSvH39jeT4kIQOpDyQhBEQpEf1lri+XAWBYRWl1eVePDpo8coclSGIfenHGEMAOYV5OiaCEV7riNOt8rkEMCoz0WkJloFZnVzl7Kv2GKO+3ggXl+MvjgSpxUfgkh3SHkhCCLhDGtWXRIxEBkJCFv7h0lxySBEZUPk+spSXROhaM812WHDawtnSlHxAuSbTaTAZAjy+GDRlD964pSEjAfy9bVj4d/mTqPxiCA0kPJCEERCaXa6ccnW/aqyRJngyAJChRD61i0445Likt6IykahOfh4YwCurpxg6OMQ6VzyvVGbY0eV3arUyTebxrSaQ6QuPs12XY5dt1680Aplb3b1JvT6BJEOkPJCEETCkAVC0Rm20JJYAbDGYcNbi2epykygyFGZwNrOPkXZKLEG3fOr7VbYAismWgVmbWdfxHOJ98by8kKlTrvbi6fnTot4LiL1aXa6cdmWBmjz2idKKZXHRm3mqV8daielmCA0kPJCEERCEGeybSzodXJqcf6ozXligTj4aQUWIj1ZVVuO+2ZU4/l509Dk9CjlZ5cWqurJCsx9M6qxqrY87Lm0Su0XqoP1OYAPegYinotIbeSxqdHlUZVPtFkSMiZpV/mWFeUp+1yc06oeQWgg5YUgiLgjPpxr7Vb4BXXh65MnjsqcJ1ZtEaP6cAAX1zeQgJABrKotx9aBEVX/frEmVKmocdgiKhurastDVuMmOWwotgRXdV5o743qXERqop5UCZYXmE14c9GsuI9JeuaJN1aXquqQWSJBqCHlhSCIuCOa4HxnWiW8Ad2lwGzC3Hwpf0a05jzjQSsozMoNJoVrdXtIQMgQ3jkWvHfyzCbMFJL/xYKlwsz4jsHhmJ6bSBzieFBntyrjEiCt1sV7UsUoyuFF5cWqiIiFFBiCIFSQ8kIQRNwRTXD2DjmV8lNL8mExBR/T0ZjzjBU9QeHaygnKfhNohjNTaBFMxj4Xh3w9N1YFZ8adfo6P+4fC1CZSFXFS5fJJJarVum9NmQQgvpMqRn5VFpNJteI3wWohvyqCECDlhSCIhCCb4Pyne0ApO724IKRePExwjGY4PysItn4AEyxmUmDSnF6PF5v6gsrELTomY+PlMxMKYBamxv8i5AUh0gdxUuX1jqBSUGo1Y4awWhevSRUjvyoAOLMkX/nc5HTj+XnTyK+KIAKQ8kIQRMI4MuLCjsERZVs0v4knRjOcdTl2FAn+C8VWM81wpjnvdQ8oM+jlNgtOys+J+TVMJpPK5PA/PQNhahOpzKrachRbTDgw4lLKPlteHFIvXn5Nen5VAHBzdZny2Qegx+snxYUgAmjzMREEQcSNv7YGZ6gZgJPyY+uLYIT80F9eXhQiKCwvK8QzbT0AgEMjbnyw5Hi82zNAgkKa8s9j/crnz0wohImxMLXHzufKi7FnqA0A0Ob2YtDrRb6FHqnpyMONnaqIg9+cPDFpbZE5sSAXUxw2HA6sAG/qH8K8wtwkt4ogUgNaeSEIImH861hwhrrKboXJlLghyGiG89tTK5XPHMCLHT2kuKQpXr8fa7uCK2baEMmxZKUwMw4Ab9JKXdryfFu38rnKbsWkFMn3dKGwAvReN63uEYQMKS8EQSSMA8NB04xlxflhaiaOaocNlULW9OcEQYZIL55v78GQL+h2fWoc77EJNgvmCH4RYiAKIn3ocLvRLOR3uXxiSRJbo+bTE4I+gR/2DMLl94epTRDZAykvBEEkhJ0Dw3DzoHHGNUKkr2RzpSCwtLg8aCNn/ZRmdVOnbkCF544GFc8CswlOvx+rmzrjdv3rhKhj4qqiTLPTHZfrE6PH6J55V+g3BuDyicUp02dLi/KQE4jGOOL3qwJREEQ2Q8oLQRAJ4SlBsDQDODVBzvrR8PXJFaq8Cr883Ja0thDhWd3Uibv3t+hGhPt4IBgM4sSCHFy+dT/u3t8SU2FUvP5sIRjAvmEnGgWnbznCXayvT4yecPfMG4K53+fKi3DTjsMp02cOswmnCKuHqdAmgkgFSHkhCCIhvN8ddKSuy7El1N8lHKubOtHr9WNmrl0p0/NfoFn01GB5eZFu0sA9gyMYFsxq9g+5lAhzy2OY60W8/h17GjElJ+gf8e+AX4I2NHcsr0+MHqN7ptvjxbvCuLShdyjl+qxYiIb4PkW1IwgApLwQBJEgjggznp8qCc3vkgzEGdlLKoqV8h6vDzsHgpnTaRY9dTDKev6XZnW/dHq8IaGx43H9Y26vsu+p1mOGOYWI5GF0z7zR0QtvwJLVDKAjTvfMeFghmLQ6/Rx7hFDzBJGtkPJCEETc+ahnAD4hFqnoK5BMxBnZZ492qwbEXwRMx2gWPfXQE0b/IYRIBhBXIVS8/oAQIGDH4Agu3dJAiksKonfPPNV6TNnvQ3zvmbFyzoQC1bj0WAslRCUIUl4IgogZRk6xTwv+LjbGMMFqSYkVDFGgaXR5YBEcXxqGnDSLnsJohdF2YQWk0GyKe1/J168VItUBQLPLQ/dKiqK9Zz4WVjEm2Swp12ermzrR6vaqTBPf1QmZTCatRLZBygtBEDEhnFPsR72Dyudahy2lTLBEgcYtrA4dHHHj4nqaRU9l5L4za8qfnzc9IX1V47Dh5YUzQ8rpXkld5HtGm7r0tRTrM3E8PVkIbtLkdMMv+HaRSSuRjZDyQhBETDByiuWcY1gwrenyeFLOBEtUYERa3TSLng74NNulmtWQeKMVhP2UjyOlcfn84JqyVAkgIiOOp6KjPgfwRiARK5m0EtlKav1bCYJIW4ycYvcOOdHjDYqXfV5/SioEcvu1g+KzCZrFJ0aPLLxp0Vv9i+f1tYLw57Yk5vrE6Gl2urG8fl9IeaLumWgRx9NWl1elID9ztJtMWomshpQXgiBihp4C82Znr6pOqj9otYPiO129yWgGEQFReBOZaLOErP7F+/qTHTbYWFC87PB4U04YJoJ91i+sBE+yWXRXjFMBcTwVFeTNfUOkuBBZDSkvBEHEFK0C86vD7cq+RDhSjxVZsPFCbQZ074GjKSXQEGrFoUTIg1HrsOLNRbPiLozqzXqfVBBMWGkCUlIYzmaMlN1vTpmku2KcKsjj6QThPu/3+UlxIbIaUl4Igog58gPXAqhmDH88qyYlH7RaYfS+GVXKPg7gvE2fpJRAk81o+2qqkFz08okTDM0X43V9WXi8TMjH4QdQY7empDCcjYh9JkYUzDExXF8Z/3tmvNQ4bHhtgTowhAkUGILIXkh5IQgibmh9AeYX5CalHeHQE0a/WFuBAnNweOz2+lJOoMlW1nb2KX31lxOn4GMhmeh5ZYUAQlf/1nb2xeX6ovB4XaU6d9H5ZUVxuT4xeuQ+q7JblKSUAHDZxBLFUT+e90wscFjU4pp2bCWIbMKS7AYQBJF5yAqBNgrU9dsPptRsYTin1+urSvGIEHpUnpFNpfZnI6tqywFI0ZjW9w4qyU8rbBaVciwLo2s7+5RjYn198T5wmE2oslvR6vIAAD7oGYjL9YnRI//+a7t60eqS8gExAD8QVliB+N0z40UvMAUHcNmWBry0cCaNR0TWQSsvBEHEFCPb8hwTSzmTDKNZdAC4a1olzIKJiY0hJWdks5FVteWocdjwB0G5PLe0ECamDlpc47DFRQiVr6/lzJIC5XOLy4NquzWlhOBs5oaqUmzoHVK2lxblocgSOn8br3tmrIjjabUmBHijy5NS4ylBJApSXgiCiBnig7bSphYMfjqzJuVsylfVluO+GdW6qyk2kwlnTyhUtt0c+O7USSkl2GQzg14vdgoZ0qfm2MPUTgy31gXvjSGfH/uGXUlsTXayuqlTd2x5paNHtRL81bqKlE/qqF0ZfnXhTMzJdyj7SyzmlBpPCSJRkPJCEERM0D5oFxQGs0JbGHDlpJKUdIo1mkUHoIogBQD7hpy69Zqd7pQXhDKNNS3HVNvXanxOksFxeTmYK9wz/zrWn8TWZB9iVnrt2PJ8W4/yeU6+A3c3tKR0Vnojk9ZzSoOJKGfk2lNuPCWIRJC2ygtjzMEYu4cx9gljzMkYa2WMPcoYqx7H+X7MGHMzxh6L8pgbGGMbGGNDjLFuxthbjLFlY7k+QaQ7WhOs+v6gicasXAdMJlPKO8WKrG7qxK8Ot8MqWCK93tkHryZ7uixkpLIglIm81B4URsttFpTaUsOFU1ytI+UlsYhZ6UVhfs/gCD7sHVTqdbm9KZ+V3sik9ewJQdPE+v5hPDK7Li3GU4KIJWmpvDDGHAD+BeBOAHcBKAFwEYBlALYyxmaM8nxnAdgO4DYA1gjV5WN+DeAJAG8AqAIwH4ATwAeMsRWjuT5BZAKiCVahxYR2t1fZd1FFsfJZVmDum1Gd0iZYsiDkEcL6eDjH7xo7lG3t7GiqCkKZht/vV62CnSX4miSbc0qDysuGvkEMeLVhK4h4YRTy+NGWLqWOjTG0u70pnyPFyKR1YWGukofKD+DNzr60GE8JIpakpfIC4AcATgVwF+f8Jc75COe8HsBVAMoAPBbtiRhj1wJ4GcCDkJShaI45F8A3ALzAOb+Pc97HOW8EcB2AVgBrGGNlo/lCBJEJyCZYj2tMelZWq/8OqeYUq4coCImsbpZWV8JFKiPiyxtdfSr/hdvqKpLWFi3zC3MxwSolFPRyYE1zV4QjiFiiVWAu3dKA59q6lf1uztPm/6pn0moxmVSO+2939afFeEoQsSTtlBfGWA6A2wG4ATwu7uOc7wCwHsBpjLHTozzlIQCzOecPI/rQ6d8NvP9Jc/0RAE8CKAJwa5TnIoiM49WOXuVzmdWCYmtqmPSMFlkQKhFyLHR7fHj3WB8pLknkCUE5zjObcEJ+TpjaicXMGMqF+/1ZQXAmEoOowDS7PHD5g4/2Ors17f+vZwure4dGXPBrTFkJItNJO+UFwGcA5AP4mHM+qLP/w8D7JdGcjHO+nnPeGu3FGWOFAM6EpOisG+/1CSIT+UQw6TmjJD+JLRk/NQ4b3lk0SzVYXrf9ECkuCcAocpToT7W4MC/lAiacUhy850m4TA41DhvWnDglpDwT8qJ8WVhl8QN4RZgsIohsIB2Vl3mB90MG++XyuXG6/okAzAA6DZQn+fonMsbS8fcliHHxfvcAPDw40/mFmvQ3Z6jLdeB70yuVbT+kDL+kuMQPo8hRHw8MYUSYSf9ceVHKBUxYVaMWLl8nR+qkcN+Bo6ptc5LaEWum5TqQZw6KF08fpdU9IrtIR+FaliCM/q09mnrJur4DQHGkkzHGdum9AEwff1MJIvHsHQrm3igwm7C4KC9M7fThgjK1Mz7NpccXo8hRf2wMKihmAL870p5SARNWN3XCYTaphMu/6QiXqbZalGl83DeEd3sGVGU+IGNCCi8qzFU+bxkYTmJLCCLxpKPyIv9jjUYfl6Zesq4fzzYQRMry72NBgeGm6syIW9HsdOPzHx9UlfkBfK5+X0YIQqmIUeSo93uCC94mJmUZTxXzPXG1aHZeMJngFsHMDaDw2vGm2enGJdv2q8qenjs1o3KiXFs5Qfk85PNjv0EOKoLIRNJReZGnGIyeUnZNvWRdP6o2cM7n6L0AHBhvQwki0Qx5fVgn5FMQw8amK2JUsTq7VRXpp83tzQhBKFXRKjArtjSg1xMMwe3hSBnFBVCvFh0aCd4TAz4/joxI81oUXju+NDvduGTLPjgF08JFhbk4q7QoJZPkjpVLyotVAtyfmkkJJrKHdFRe2gLvEwz2lwTejxrsT9T1nQB649QGgkhJPugZhDvg71JkMWNxYXqbjGkFzZcWzsT1VepM7pkgCKUyogLT5PKoQiTXpljkKLGtXYKSBQSDD1CUuvgh/74tLvVv/9AJdQCMV/PSEZPJhKk5wbnSf1NCVCKLSEflZVvgfarBfrl8e5yuvwOSxUg5Y0xPMpOvv5NzTmbxREZiFAXqjc5e5fOnJxSgze1JW7MYI0HzjroKFJjVQ2e6C0Kpjix0MqGMAXg5BSNHGeUHWttF4bVjhdH4I2elF5mWY8PU3KAJn1aBSces9PL3v6A8uLLd4vLA6VOLHORXRWQq6ai8vAtgCMBcA+Xh1MD7a/G4OOe8H8D7kJ6dyxJ9fYJINkZRoPx+P15q71G2Z+Ta09quXxaEtIKmyWTC2aXqjO55ZqYrCJHwEDs8fq5KxJXKDy9ZQBaV3BaXhxSXGGA0/gBSUsdJNnVOqYMjof9BuX/SMSu9+P0vKitWyjmAD4UABeRXRWQyqTz+68I5HwbwECTfkhvFfYyxOZAUinWc8w+E8rMYYxsZY7fHqBk/D7yv0lzfAeB6AP0A/hCjaxFESmEUBeqNrj5VBK6/HT2W1nb9q2rLcd+M6hBBc3VTJ17p6INZWAYY9nF8Z8pElSBEwkPsaHa6cfGWBlVZqkeOqnHY8ORJagMBMyi89ngxGn8AYHPfENrcapMxo/EnXbPSi9//y7uPYJ6QoHVDnxQYgvyqiEwn7ZSXAD8CsB7AzxhjKxhjOYyxhQCeA3AMwM2a+ncCWALgJ7G4OOf8bQC/BXAVY+z7jLFCxlgtgCcB1AD4AuecpBUiIzGyG3+qNRgOlgE46vKm/SzzqtrykLbLwoNPWAbgAP4jRMEi4SF2yL9lp+BDcm5pYVr4LVTn2FXbZEc8fsL5rfxZ47Seaj5RsUD7/RuFe/+fx/rJr4rICtJSeQmsvpwF4DeQVkF6AbwJYCOABZzzfZpDngUwAOBRvfMxxjhjjANYEyi6SS5jjN1s0IY7ANwE4BJIwQF2AMgDcAbn/IWxfzuCSH30BIhNQjhYjtSKAhVLjHwa1vcNYVvfEAkPMUT8LUVOzM9Jecdrue0iHMBlWxpSrq3pht7481HPAF4XMs0XmE0p6RMVC8Tv3+MNhrDYPeTEJVsaaOwhMh7GOY9ci0g4jLFds2fPnr1r165kN4UgDDESLsusFry9eFZGPzilkKwNaHF5lLIauxVmxkh4iAHivZVvNmEw4IzMADSccSLyLZaUVRTFdtXarejweOESQvemUlvTGfF3ZoDiE2VhwH+XnoApufZwh6c9zU43LtvSgEZhDALo/iLSgzlz5mD37t27A+lBRkVarrwQBJEa6EWBAoA3Fmb+g7PGYcOrC2ciV3B+aSan7JghBkywsOBvPD3XjnyL5JSdipGjtArVywtn4sKyoNlgroml7GpRuiH3vxlQBXO4d3p1xisugPT9X1o4M0SQo7GHyHRIeSEIYtxo128tpuwYWmocNvxj0XEh5c/Nn07CwziRAyb8/Lhq9AqmMTdVlanqpVLkKKOVoMsnBdOCebjki0EKTGxw+fyq3D8AcF5Z+ifHHQ/dbk/kSgSRxmSHhEEQRFxoDmQ915JNQpndbAoZSJ9v69GtS4yOVbXleFIIBGECsLK6NKReqkSOMgqvfWZJAUqt0mqRh3MsLMpNqdWidKXZ6cY5mz8JKb9y24GsGH9kZVkbCOKKLPn+RPZCygtBEGNCfnA2aeyts2lWWRQeRNO5Xx1uw+a+IaPDiFHw7+5g7oq5BTkpvapnFF7bamKotAfzj7zbPZgyq0XpSrPTjc/W78OI4EtU67CmdBCHWKJd5auyW5V9/T5/xn9/IrtJ3acAQRApi/jgtAhSe5XdipcXzswKAUIrPLyzeBaKLGYAkhndldv2o2nEldxGpjkf9QxgSMgafmsaCPp64bUB4JbqYNv7vT60uTykuERAziSvRXZUb9fkdHl23vSUj0IXC/TME1dMLFbVyeTvTxCkvBAEMSrEB2ed3arKd3JhWVHYPAyZgp7wMLcgF5+ZUKDUGfFzLK/XD4vb7AzN+k2E8uCRDuWzjTFcXF6cvMaMk2smlagU/V8dbkteY9IAMZO8+B+S/3vaCFsA8K9jAxk//hj5VX2ldqKqXpHFlJHfnyAAUl4Ighglol3/d6ZVKs76JgBfq6sAkJpRoGKFkfCwuqkTL3f0wmEKSqhdHi8u2bJPV/i6e38LKTBh8Pv9WNcbTPx5cnEeTClsMhYJk8mEJUV5yvZHQlJTIhQxk7wogMvjj5Y6u1VJBpvJ44+RX1WpzYJJtqBpYpHFnJHfnyAAUl4Ighglol3/RsGv49yyQkwSzGVSKQpULDESHmRhy+lXx15rcXkV4UGr+MjCVjZjZBr0Rlcf3EIesusrS9Na2Vvd1InrK4PBBlyc4/WO0MAOtConYbSCsqq2HOVWi6ruRJsFL2kSUmbq+GPkVwUAy4WVySanB3+bOy3jvj9BAIAlchWCIAg1q2rL4eMca7uCM3oXlhWH1EuVKFCxRP4+y8uLdIUlvaSdJma8YpPNyKZBf27uDPk9tvYPK5/zzSb85OBR5XdNt3tK/p6THTbkmJjiZP5wYycuqihR6mmTvqbb94w12v/U5Vv34/NVE9DpCfq6OEwMby7ST4ibieMPYHxf3F5XgTUtXQAkv7u/H+vDbXUTdesSRDpDKy8EQYyJzX1D6Aw4zFpYduVWMHLKloWtWiHyDwDcs78FK7Y0kOKiwcg0yM85XuvoVepZGUvr1Srxe4psHxiG2y8FJKBVOX20KzD/d1DtK/R3A8UlG6ly2JSQ3ADwLIVsJzIUUl4IghgTfwnM8AHAacUFKLHSQi4gCVsvL5yJCYHIYwDg5UCTy0OKiwYj06ANfUNoERyye7y+tP7txO8phvb1A/hLcyetykVA/v203DVtEmbl5yShRanLOaXBoCH7hpzw+rVZYAgi/SHlhSCIUeP3+/GmMDO+sDA3eY1JQWocNvx9yXEh5SsmFpNQqkFPgflr6zFVnUwQ6MXvKbKmpYsUlyj4b89ASNnlEyckoSWpze2CmZgfQH3fsHFlgkhTSHkhCGLUvNDeC5+wfRGZuOiiXYt68EgHNlHyyhC0CsxL7UFzl1KrOWMEevl7FpiDj95GpyerFRejgA0i63oG8Y29TSHlFAY4lBl5DpxanK9srz1GkcaIzIOUF4IgRs0TrUGTsQKzCbMLaOVFRDYD8gIwC+UcwBVb96NHk1xPe2w2RpuSBXumKX8pwwT6GocNL82friozA1mruOjlchFpGHLiyo/3KyHZLQx4Zt60jM3jEgs+J0wmvdXZB855mNoEkX6Q8kIQhCF6s6J+vx8fD4wo26eV5GetwK2H1n9hw7LZOCnfoex3cY5zNn8Cv44terbngPH4/dCKWXlms27ddKbEZlUpaT5IQQqyDaOADTKNw06ct/kTeIWf5r4Z1fj0hMKMTkQ5HlY3dWKBYMbb6HRj5+BISD0as4l0hpQXgiB0MZoVfedYPzyCoHXVxAlZLXCLGDlerzlpmiq7eovLg58dagt7bLZFm2p2unHu5n0h5ZkmmMr9rFVVLqxvyKjvGQ1GARsA6Xf61KZPVAEObqgsxcqa8ojHZivymH3rriOYKwQyeEPwTwRokoRIf0h5IQhCF6NZ0b80B03GHCaGHx5ozVqBWyRcxKgahw3vLT5eNdv+YGMHXg34dmR7tKlmpxuXbWnAoC+4GlVlt2acYKrt57MmBCNDdXm8uGwLKTByX9+594gq4evcghz836yasMdmeyZ5ccwWw3L/QVBQsn2ShMgMSHkhCEIXI6Fic7/a4TxbBW4tazv7wv4WM/IdeG3BDJUPzP/sbcTmvqGsV1wu37ofjUJoZAD46ayajJpZ11NQ75lRpVJoG12etP+eY0E71py8bjfe7wmOMyYAD50wGRaT1iMqeCxlklf/jn3eYEgVF+f4R1df1k+SEJkDI0eu1IQxtmv27Nmzd+3aleymEFmO+MCbaLOgXeNsTg/BIKubOrG8vCjsb/FOVx9u2nFI2WaQHPmz8XfUZpSXqbRbsfXUOSF10vU3Cvcdrvv4AP7VrQ4DnK7fc7w0O904Zd1uaMNZPHRCHa6YRGGRo0Xvf7W0KA/truyObEekFnPmzMHu3bt3c87njPZYWnkhCCIs4mweKS7hWVVbHvG3OL+sCPdMr1K25emjZ+ZNy7rfUV6tKrKoH0U/mhH8fTLBNCjcqtxX6ypUdXNNLG2/53hx+fwhissl5UWkuIwS+T/jEFaqNvYNkeJCZAykvBAEERGjDNf0EBwbF1UUhwy+128/pBuBTCbdowPpRa5bVVuOH06vhEvwbSi1mtHmUouw6W4atKq2HPfNqNb9v+wadGJqTrBsxM/x3amTQr5nJva/SOOwE2du2htSvm1gJOvM6GJBjcOG/5up9hHK1pDcROZBygtBEFFxeNip2s68ALaJQTbp0KopB0ZcWLHtQNhj0jU6ULh8HiN+rnLMBofu96xx2NJScZHRW5WTfxenEKiAAyGJTDO5/4FgZDExJHKeyYQ6uzUj/J2SxRlCQAgAIWMOQaQrpLwQBBGRZqcbX9x1RFXmQ+aFsY03Wt+HJ0+conLY3tA3hC/vPBT2mHSMDmQUuY5zjocbO5R6JgDHvL60/Z6jRf5djrq9sAk3wr+7B9AihAzO1P4HpO935sa9KgWWAXht4Qy8tHBmxgRsSDTyfSPCQWM2kRmQ8kIQRFjkh2CvEL3mSzXlJFSMEj2n7XPKi/HcvGmqeq929uHehhbDY9LR5MMoct2HvYMYEFYd/MguPyrxd3GrF5/w1d1HMr7/m51unLf5Ewz51GsCz8+bjjkFuZTLZYyI902Z1aLaR78jkQmQ8kIQhCFG0aBuqi4loWIUhBNCz5hQiD/Onqyq/4fmTvzs4NGMEFxl9ATRnx48qqqTCd9ztIi/i8j6viFcvGVfRvf/A4fb0O3xqer9cfZknC6YO2VCwIZEoh1r3lo4Q5UgNycQEILGbCKdIeWFIAhdxIdgkTk4VMzNz8H0XAfNio6CSDlgLplYgvuECFsA8Jsj7RkjuMpo75nN/cPKvolWS8Z8z9Ei/y7VdquqvNXlzej+f/Jot2r/vdOrcMnEEsPj0jVgQ6LQmySpy3VgbkGuUsfEGI3ZRNpDygtBELrIAned3QpxbvRSQbigWdHoCBdtKlinAl/VEcxuriqNKLimUySqGocNf52rNpVjAN5YNDMjBPSxUuOw4dWFM6FNw3hjFP2fSkSKKlbjsOHnx9WElD9wfC1u1YSN1h5Hikt4jCZJbqwqU+oM+fz4+XE1NGYTaY0lchWCILIRWVDwcY57D7Qq5WdrItjICszazj4SLsIQzW+zsqYcv2/qhJg6+IcHj2JGnh3nlhXrHqM17Uv1PvD7/fj8x+qoaiYAjIVmT89GzIAq18nvmzpwY3UZCiypH99Pjir25+ZOQ0X9+bZufGtvk6rMDOD0koKQusTokP/72kS5V00sxnf3NSlBEQ6NuGnMJtIaWnkhCMKQVbXleKm9R9kuMJtwXH5OSD2aFR0/shLCgdDZ9x2H8XpHj+ExqRSJKtLM+xd3HUGzy6Nsm0CR64BgX3qhDkN+zOPDHXsak9WsUREuqhgA/KW5E7fvaYSLB9Vz6v/YoheS22Qy4abq4OrLGx29NGYTaQ0pLwRBGOL1+7FzcETZPqu0MImtyVy0SsimZbNx9aSgeR4HsGrXETx79JjhMangFxEpn8ea5k681aU2U/laLUWu0/blhmWzsUoQNt/q6gtrFpgqZoPh/OB+c7gN3wtE0ZP5cm05Ni6bnfX9nwguKi9WPq/rG0SX22tcmSBSHFJeCIIw5LHWY6rEZndOmZi0tmQqRkrIgydMxgPH16rq3rG3CaubOlJScQHCz7xv6RvEXRrhtdJmwY015Vkd+MGoL6s1/fmD/S1Y3ztoeHyqJLDUU2C+tacRPzvUpqp3zaQS/HBGNQX+SBALC3MxySYFhPBx4J0u8nUh0hdSXgiCMOSJli7lc4nFjOPyQk3GiLETSQm5prIUf5w9WWVGdvf+VixetzsqxSXRM/JGgmjjsBMXbVEnzCu2mPD6olmocdiyVoAN1/+fqyhWRR+TEwweGHIaHp8os8FonPLl6GlHnG482aaOKvaF6lI8cMLkkPrZ1v+JxMQYPivcH08Lq7gEkW6Q8kIQhC7DXj8ahl3K9gVlyfenyDQihVAGpDDKj580NcQPBgB+OrM6rOKSjBl5PUH0hh2HVBHr7Izhn0uOV7U9GyPXhet/OfpYmTXoAeMDcO32gwCSZzYYyTRQps/jRZvg2yTz9dpy/HhWbUh5NvZ/ovmMYPa7uX8YR0ZcYWoTROpCygtBZDlGs6iPNHWool5dVzkhJcxSMoloQigDwHllRfjB9MqQ8mt3HMJLmlltIPmO/FpB9BNBCTYBeG/pcbrfN9vyeUTq/xqHDW8vPk6VZLDR6cYvDyUvgWkkp3wAeKmtG2dv3gefptwE4MYa437Ntv5PNGeU5KsmQX57pD1pbSGI8UDKC0FkMeFmUZ8VhOIyqwVf3dOYMnb1mYRedCAtzU43HmvRN/P4yp5GfEuIRvWLQ0dxyZaGiILteEzKIpkNAZIgel3lhJDyp+ZOxdRcR9jjsklwjdT/NQ4b3lgwU1X2y8PRJTAdr9mgXj/rraxt7htSrvOLg0fxFZ3oaGYAfkSOKpZt/Z8oVjd1osPtxcxcu1L2Tld/SL1UCf5AEOEg5YUgshijWdQetxeNgoDh8vtTKhxvNqFdRXlvySzMzLGr6jzZ1o1PbdiDHx9owa8Ot6PF5UG13RpWcRmrSVm0ZkN/bOzATzRO2iYAM8lvatTML8rDPdOrQsovm1gSN7PBcP2sVWAu3dqAu/e34HP1+/ArzWy+lQH/WXIcNlBUsaQh9qVo/tvl8aJV6IdUC/5AEEaQ8kIQWYyRo+yDGgFkwOdPqahW2YKeX8Px+bn44JQT8PlJ6lWNfcMu/K4xssAxXpOyaMyG/tLciXuExKaAlLsmmpl3Qp+LKopD/J5+c6Qdd33SHFI3FmaDkfq5xmHDw7Mnw8IAb8C+dHP/sKpOgdmEdafMxqz8HHLKTyJiX77S3qO6j37X2AEg+aamBDEaSHkhiCxHT6jYNqAWQkhxSTyRHLJ/fUIdHjqhTvdYO2NocXlUAuLqpk5s7huK6Cshmo2M1myIc46fHjwaks9jZVUZNtHM+5gJl8B0TWsXrtm2H36/FNR8tGaDRiaA2n6+ZEsDfnHwqOr4L+06pCguWqpsVry7NHxQBroPEoP4uze6PDALN9Hazt6UDb1OEEYwzg1GHiKpMMZ2zZ49e/auXbuS3RQiSxAfYCJlVjPeXqzvYB1vGpvWoKL8fDgcoSYzIk5nKzo630Fd7coEtSz+yKYekYSJf3X14bodh0LKGaTwunV2K66snIBfHW5XZsnFc65u6sTy8iLUOGyqe+DCsiK81dWn1AWk6FiyP4JYVz7vwoJcbBEUXxOA1XMm47MVJSHHkJAUHXq/2RMtXfhtYMZcZkaOHZ8tL8KDgfJquxWvLpyp/L5G/Qyo74fmQKQvsZ8v2dKAlkDksDsnT8SKihKcW/8JRvz68kOlzaKEwY70nTLNOT+VxyyjMb7GbkWzy0P/SSKhzJkzB7t3797NOZ8z2mNp5YUgCADB2Tmzpvz1hcZCSDxpbFqDhob7sWXLdXA6W0P2yWVOZyu2bLkODQ33o7Fpjaqe09kaUpYuRBOJrNnpxv8LrHJoZ+RlsbLR5cFvDktmgF4OWBjw8OzJiuIi28JrV2W+UlehmnW/ZEuDyhZez2xIVFzMAJ6fP11RXORjaOY9eoyUvf83vQq/PK5GVXf/iEtRXLQY9XO13arkYhH3hfN5+M2Rdpy+aa+u4iKPHSamF9g7SLpHFRPHH225OGYZjT/hxqx4Iv/utUL+IACkuBBpBykvBEGo8AufGQCrKbwgEi8qys9HjqMOI85GlQIjCgh9fVuxZct1GHE2IsdRh4ry85XjkyUgxJJwkai0gu2mZbPx3pJZKLZo1U91n3o58NXdR9DsdKts4S/dqjY1WlyUpyQabHF5lCAAsi18s9ONm3fomw1ZGcObi2bhtJKCkH2UzyM6Iq1SXV9Vhqfn6uf/yTWpzQaN+vnVhTPx6sKZuvuWlxcpbWhxeWAPKCR+nevlmBg+WHK84pSvNVnUI12jioWbVBHHrPr6q7G5/uqQ8Ucel/TGrERQ47Dh5YUzQ8pJcSHSCVJeCIIAoLarl5GzeidjdtzhqMLChU+FKDAqAWHLNYoQsHDhU4qpRrIFhHhjJNgen5+Lfy45DjWamVUtR5xunLlxDzpcbtXqibgqY4Tf78ePGlqwdN1udHm8unX+Nnca5hfmGp4j3WfeE0E0CUzPKi3CkydNCSkfDqyKHHG6cfamvfD6/Yb9rF1Bk/f1uL349Ma9iomRy8DEvNJuwQcnn4CZ+Y6sWFkzmlQBgmOWw14Fp6sVLlcr7PYqZfzRjkvimJVotMKf7DNFEOkA+bykKOTzQiQSI1toedY9mSYFeg98l6sd9VuuAedeMGbBooXPoKhogWH9ZAkI8SAavxGtn0I0yD4y5VYznp43HfkWszLrnmti8HLAHeF5IZ+DTFBig+inood4L8i/fSTkehNtFjw9dxq8fo7rdxxCh8cLE6SVlWjPZWHAKwtmYnFRnmG7MvFeCDfGOJ2t2Fx/NVwuSalx2KuwaNGzAJAS45LRWD/RasGbi5NjIkxkJ+PxeSHlJUUh5YVIFOLDLM/MMOSTxgQrY1h3ygkpIYSIwoIaScyShQEgNQSEeBKNI79WeVlRXoxDThe2DYzEpU2FZhPeWTwLVpMpJe6XbEBPQXD7/bhoSwOOebS57WODnTFcXFGM59t7dIM/GLUvE1fY9BQYIDj+WK0T4PMNwe93qY5LFcVlssOGYb8fne7g6in9Z4lEQspLBkLKC5EItA8zD+doDQi8s3Lt+M/JJ6TMLGpr60vYs/fbYWowSMYQvoxVXGTCzciL/VVtt+KaSRPw7WmVAIDGYScuqG9Atzd2wm2d3YqXhKhWqXK/ZDLhfuNmpxuXbWlAo8ujrKSMBzMAH9T9vLqpEwsKc/HV3UcirgCKkcsyDfWkigXSrx3uF2c47dT/pITi8uKCGfhjUwdWN3cBAHJNJgz7KZ8XkTgo2hhBEGNCtKt/ft40tAlmRmdNKASQOg7W+/f/JEINDknMMmW04gIYO/JrBZRXF85UFBcAqMt14Im502ARvLzljyZIq21aSq0WVNqsSiQpsYaFAb+fM4VyeSSQSMphjcOGlxbORLXdqojRYp8xhEamA4BJNgtyAsE5TAgKBz5I5qOigrqqtlwJ6BApkWWmKi5A0MdFUvG8iKwqcvT0bIx/wzQY3TOnFQcDathNDHVC5Dn6zxKpDCkvBJHFiOF49w67VI/eG6pKlc/JdrA+eOi38Hh7oqzth98fva9HJhHJybvZ6cZXdx9RHLMB4JuTJ2KywwY/AB7wdLAEXgDgMDGYmCTETnbY8M0pE6U6TB25TCRVFN5MJBpHfi3fnDwRmwORwDigJCk0IxjeuMvjxYifY7LDho3LZuMbgX4OB/WzTPQWLLv3fBvDw81xbEsoRvfMKcV5iiLb4/Xh58fXUl8SaQGZjaUoZDZGJJov7jyENwIPLIeJ4fCZ85LcIomRkSasW38uOJcUErM5F0uXrMW2bTcEzDVC3Yut1lIsXfJKRq++GGFkUqadfX149mRs7R/GqtpybO4bwqVbGxSl5pUFMzHJblX5zYhJD8lsKLmM1WxQr58BhJTJDvi/OHQUzxztjhi0I1v72elsRX39tXC61MqIyeSA2ZwPj6cLOY46FJcsw9Gjzyr7zeYCnHLyWwkdn4zumfM2fYLtg5Iv3B11Fbihuiwr+5JIPGQ2RhDEuNnUN6R8npXrSGJLgjidrdi06TJFcQGAOXN+i9zcGsyZ82swZgHAwZgFhYXzlToezzHU139eN5FcpqNnUqZnNrK4KA+rastDVmPk1ZS2MJHKyGwouYzFbFCvn7+86zC+vOtwSN/L/fjtqZWqPDBG5kTZ2M+yv4uouJjN+bDZJsHvd8Lj6YLDLpmVHX/c/TCZgqHDfb4BSenRGZ/ilVjX6J6ZKIRVf6atOyv7kkg/SHkhCAJuvx8dQtSZc8uKEnZto2zV8qymx9utlBUUnITysrPgdLZi165vKqGSOffC5WyDaM3vdDXpJpLLRozMRrTC7isLgoLq7xs7lMSUcshsrfBKZkOpxWj7WU4+qu17sZ+pj0NRO+oHx5yqyithYkGxSl4Pbm55HH7/MNTjU3PI+JSMxLpz83OUzx1uL7yU74VIA0h5IQgCr3X0qgyvbqickJDrhstW3dH5jsYcg2FgYAcOHHxAFaJ00cJnkOOog8vdhvz8E4K1mVU3kVw2Ivo2ibOvWmFXXk25b0Y1Hj1pKu6bUR2ShV0rvCbbH4oIMpZ+lutrV9LEfqY+DiIqLtJqijRyms35sNomwOlqhcNeBbu9Ci6XVLeocD5yHHXQmreOOBvR0flOyHkTmVj3OsG3kQN4o7M3IdcliPFgiVwlNWGMOQD8L4DPA5gMoBvA2wDu5py3xPtcjLEpAO4EcDaAOkhTKg0AngPwa865c/TfiiCSw8vtQWf4PLMJkxIUJrOi/Hw0Nz2hKBlilLCC/BOh9meR8rkwsJA8LgsXPoWOzncwoeQ0bNh4IQAOzj2wWIoUAaGudmVCvlOqoid0ymWiLbxoNiIe8+KCGYa28GRqkjqMpZ9lZCVFr5+pjyU6Ot/BiLNRUU5kqiqvwNQpX4HZnKMoHrIy0te/DQsXPiWZsrqalGNstgrUVF+f1MS6VQ6bEiYZAF7u6MWlExMzeUUQYyUtHfYDysa/AJwE4GYAawHMBvAkgFIAp3LO98frXIyxJQD+DSkAz5cAvAPAAWAVgPsAbADwKc75mGMNksM+kUhm/3cHugOJ7U4uysOrC2cm7NpGD+7/fng6XK6jSj2HvQaLFj0Nh6MKjU1rUFF+fsgDvrFpDbo6/4me3vUApNWX6dO+jcmTvxByTVJoCIIIR7hxpqP9LfT1b1HKpkz+KqZP/6aqnnaccTpbsWnz5XC7O5Q6JSWnwjnSnNTEuhfW78OW/mEAQLnVgh2nn5jQ6xPZSTY67P8AwKkA7uKcv8Q5H+Gc1wO4CkAZgMfifK4fAsgH8GPO+XOc8z7OeTvn/H5Iys/JAG4a43cjiITi9vsx6A3aOS9PoL8LEMyVkOOoU1ZgDh16WKW4mM15iuICAHW1K3UFioaG+zE41KCUce6By92mqpcMu3KCINKLcCatFeXno69/q7LNmA2HjzwcMp44HFWqCRKHowpLFr8IkykYEKWn56OkKi4AcF5pofK50+OFm/xeiBQn7ZQXxlgOgNsBuAE8Lu7jnO8AsB7AaYyx0+N4rimBd71lkZ2B94WRrk8QqcCW/mG4AyuwDhPDjYINdKLQKjAHD/1a2MuwdMkbER/qFeXnI8dRB4/nGILZK4Dm5ifh90vBCJJlV04QRHohjyd6fnO79/wvRP8Vzt1RjycORxXmzXs0pDyZiXU/r/FxfLW9NyntIIhoSTvlBcBnIK16fMw5H9TZ/2Hg/ZI4nqs+8K631CWvtx7V2UcQKcd/e4K3/pKiPORazGFqx49gtmr1sDR16h3Iza2L+njJMdanlHPuxv4DP0+qXTlBEOmF3oqw09kKp/MoenrWqeqOdjzJzamFGHkMANzubv3KCaDCbkO+OTjuvkpO+0SKk47Ki5w575DBfrl8bhzP9R0AWwF8jzF2JWOskDE2kTH2fQDLAfQDCJ1aIYgU5L89A8rnM0oKktgSGbXJQlXl5VEfqVZggjQ3P4HN9deS4kKEYBSqW0u88m8QqYueArNz1x0QV13s9spRjSfyJIo28tiWrcnNSzU7LxgyeWvA/4UgUpV0VF4qA+9G0xQ9mnoxPxfn/CiA0wH8AcATAPoAtAH4PoA3AJzMOVen3DWAMbZL7wVgejTHE0S0rG7qDEkwN+TzoV54UJ1enI9mpxurmzoT3Tw4na3YXH9lSPloQx3LAofVKoQA5R64XM2kuGQxekqKnl+DnpJCflLZi1aB6eurV/YxZsPiRc+NWnGRJ1EcwiSLzzeU1LDu55cF/V6Oebxw+sjvhUhd0lF5kdPUGkXycmnqxfxcjLHjAGwEsBLAjQAmQAqX/O3AuRLvNEAQYVjd1Im797eEJBl8rLkLnoC/S57ZhAk2Cy7fuh93729JqAIjP9RdLtG5nsFurxlTrhaHowpLl7wSUj5//l9JcclCjJyvtX4NfX1bQ5QU8pMigiatalOv+fMfG7PisnDhU5gy+cuqOsnMS3VNpVpseZNMx4gUJh2VF3ma2CgRhV1TL6bnYoyZIeVymQPgFs7585zzHs55E+f8dwCOAHifMXZpFNcH53yO3gvAgWiOJ4hoWF5epJs9+w0hEZ2dMVy97YCSzG55eWKijhllqy4oOBGLFz1t6DQbHWr/nZaWp8bfYCLtMHK+1s6q12+5RqWkkJ8UIeP1DkBr6iX5rkTG6D6qrLwKjFmVeiaTPSkKzOqmToz4/Zgs5PdqdXlC6iVrVZ4gtKSj8iJPzRplUSoJvEfjMD+Wcy2G5APTzzl/U+eYpyBJTL+J4voEkRDk5HNaBWbv0IhSZ8TvV2XhrklAokrxoS6ZeQWFgymTbzN0mo32vKLjPgA0Nv05qXblRHIIdx85HFWYM+fXYMwCzr1gzII5c6Rod6S4EIBs0npVSHm045Gc2FJ7H5lMJpSULFPq+f1eZbW5o/Od2H2BMIir8ucJpmMf9qhjGDUHnhuJXpUnCD3SUXnZFnifarBfLt8ep3PJZUbKkTySTWGMUZpaImXQKjCXbNmHEX9QWRjx84QqLoD6oW63T1TKTSYHKiok8xyt4Bnpoa6d5Zw8+SvCXj82blpBCkwWYqTADA83YsfOr4NzLwATOPdic/1V+PCjM0lxIeB0tqK+/vPw+YLCfI5j8qgmVOpqV2LmzO/r3kfTp90pbPlQWXkpZs78fsIS6Iqr8q8JIZI39A0p+V5kxSXRq/IEYUQ6Ki/vAhgCMJcxlqez/9TA+2txOldX4N3oSSaWh667EkQSERWYFpdXta/Obk2o4gIEH+oLFjyuyjpdVnq2qp4seEZ6qOuZZ0yb+g2YTHaljsfTlVTHWCJ5aBWYDz86A+vWnwWXS74X/MK79Hn+/MdJcclS5PHE6WpSlc+d+8ioV4T1EusCQGHhibBaS5Tt9vbXE6a4AOpnQrsn+EwY8fuxrX84RHFJ9DOCIPQYs/LCGDsYg9eo/To458MAHoLkj3Kjpk1zACwDsI5z/oFQfhZjbCNj7PbxngtS7pdjAAoYYxfqNPHzgff1nPMBnf0EkVTkh5WWlxbOTMpDqa52JYaGDsDtluYFGLPi+ON/GFJPm61ai5FduclkwqyZd6vqJtMxlkguDkcV5s79Q9T1P9l3TxxbQ6Qq4nhiMjmU8tLSTyM//7gxm7TqMWnSCuWzy9UBr1cv7Vz8EBUYkWeOdpPiQqQk41l5mRKj11j4EYD1AH7GGFvBGMthjC2E5Eh/DMDNmvp3AlgC4CfjPRfnfATAlwB4ATzKGLuCMVbCGKtmjH0XwO2Q8rx8dYzfjSASDotcJa4cbXtJ+VxW9hnVTGS0GNmVA0Bl5eWw2SqUbYu5MKF25URqcaRxddR1u7v/g+bmp+PYGiIVkccTu20S/H6nUl5Xe4vyebQmrUZMn/YtWCySv4nfP4KOjrfH1/gxICsweUKyyr+1dZPiQqQk4zUbmwLJB2Qsr2ljvWhgxeQsSE7xPwfQC+BNSOGLF3DO92kOeRbAAHQSR47hXOCcvwRJGfoHgF8DaAewH1Lo5D8BmMs53zLW70cQ8aTZ6cZlWxpUZRwICaOcKDyePnR2/lPZrhxFUkqRcHblJpMNtTXC4ipjmD79fxNqnkGkBp2d/0Bb28s6e6THYY6jDvPn/RWiSr+v4V4MDx82PCclsMw85PHE7gj64uXnn4CSklNV9aI1aTWisWkNPJ5jmDjxIqXs6NEXQuol4h6rcdjwtdpyVZkFIMWFSDnGo7xwznkj5/zIGF+Hx9NwzrmTc34P53wm59zOOa/knK/USw7JOf8r57yQc37HeM8lHLONc34D57yOc27jnOdwzo/jnH+Nc35kPN+NIOKFbL/cqAmDWWW3hIRRjjVGmcyPNP4ZnEvXtFpLkZc7c8wPaSO7cgCorr4WJpOURdrr7YPH06Nbj0hvjO4zABgePoQdO7+mbFssRVgw/0kwZgHgVyKNlZaeigkTzlDqce7Fpk2X6p6XElhmLiUlp6K//2Nlu7LyCjAWuk4dyaTVCDH/UOmEM5Xy3r5NKmU5kffYZ8uLVdtcvxpBJJXxKC8dkask5BwEQUSB6HhZYgnmP2EAXls4SzcPTKwwShIIAE1Njymfi4oWYtu2m+LykD7a9jJKJ5wuXHcN/H5vSD2aRU9fwt1nTmcrNm1aEYgqJuH19mHnrq8pIZI592LXrm/C6WzFCcf/GGZzfrCubwCbNl2uOi8lsEx/wim7+z65V9hi8PtduvXGiph/aN+++5CTM0XZd/jwIwASe481O924YcchVZkPyVuVJwgjxqy8cM4rx3vxWJyDIIjIaCPGnFIcDK6XZzYZ5oGJFUZJAru6/g2/P5hPtq9vS1we0rJQ29u3TSnj3IPDhx9W1aNZ9PTG6D5zOluxcdPF8PrUMVSslmJ4PL3IcdRh0cJnVMcCwJLFr6iSCLo9HTja9opyTsoDk96EU3bd7l709m1Stk0mGw4c+HlMxwXRZ8bpaoLbfUzZd7TtZQwPNybsHhOfEaJgmGNicV+VJ4jRko6hkgmCGCVrO/tUjpdewRagwmYBEJoHZm1nX8yubxSZ55BGefB4jsXlIS0LtR5PJ8Rhr6n5MeUzzaKnP0b32dGjr4SYCTrsNVi69HXFT6qoaEGI83Ve3lTMnftH1XGtrc9heLiZFJcMwEjZBYCGhvsgGk35/a64jAviPetTKdc+bNq8IuGKy2SHDbPygtHVKmyWuK7KE8RYIOWFILKAVbXluG9GteJ4KeSmxDWTSpXPsgJz34xqrNI4bo4XrWC5uf5a9Perc8nG6yEtXjuYywPwevvR1v4GzaJnEHoKTHvH66o6VmsJFi16WvFVkPtaz/m6rPRMTJ58q3Ks09mEdes/TfdKBmCk7Pr9XrR3vKmqG8++Vo9PQbze3oQrLi8umIETBOWl2+OL66o8QYyFhCkvjLFJjLFvMMaOT9Q1CYIIsqq2XIkYc2AkGPpTnGUDJAUm1oqLjPiQdrmaISoSdvukuD6k5Wvb7TWq8v37f0qKS4ahFUqHhoJBIxmzYumS1wz7WM/5etrUb6j8X6QZeTPdKxmAngKzf/9PwXkwqInVWh73vpbboRXLZs/+dVyvq12Vr3HYMLcgR9k/5PPHdVWeIMZCIldengDwSwCUWIEgkojL70fjSHDmbHquPUzt2BN8SKtZvOj5uAuCDkcVFi96WiWIulxHSXHJQByOKsyf/3hI+ZLFL4+6j00mC+bM/pWm1DeO1hGphFaBaWoW/VpMWLrkpQSOC+poZo2NfzSoFxu0q/IAcEpRcHz0A2h1uuO6Kk8QoyWRyksLpH/l0QRekyAIDYdH3Mp6h5kBk3MSH79/ZEQbhTxxQ5GkwLwUUk6KS+bR2KRN7WWG1Vo06vM4na1oaPhxSPnm+qvHnFWdSC2MVj6mTrk9IeOCbLqqVYo7u/4Z93tMXJUHgJOElRcA+Kh3EEB8V+UJYjQkUnn5AqTEjmcl8JoEQWj4oDvoFFrnsMFmSqzrm9PZim0f36Ip9etG/IkXFksOtDOc/QM7E3JtIjE4na1oaXlSU+ob9X0m+kPZ7Woh1uVqTeh9S8QXv98P0ZQVACZNuizu19X63M2aea+wl2PjphUJvccsJhMcpuD4uLV/OExtgkg8CZNaOOd+znk953wkUdckCCKUf3X3K58HvP4wNWOP/JD2+4PDQF7e8YYRf+LZBm36tZ07bychNEOQQiNfCrGPp0395qjvM61QuXjRsygoOElVJ1H3LRFfnM5WbK6/NKR827Yb4tq3esFCamtvgMkU9EX0eLoSfo9NywmaE5tD83ISRFKhaGMEkWUcGgkmWqt2WMPUjC3iQ1pkxvQ7dSP+xLsNOY46lJedp+yTsqhfTkJomiP3sccTzJlhMuVg8uTbRnWfGUWgmzXzB6p6FksBKTBpjtPZivr6z6vCaZvN+XEfk8JFOSwtVRupJPoeO7csaF55zEP+XURqMWblhTE2a7wXj8U5CIIYHZ3uYIbxWbmOMDVjh/iQNpmC9tRmcx7Kyj5jGLI0Xm2QBYXZs38FxixKHbeng4TQNMZIQa6svAwmk2lU91lH5zu6QmVx8ULY7cH8ypz7VLlhiPRCvmecriZV+dyTHon7mGR0jwHAjOnfVtWVleRE3WPiysuBYVeYmgSReMaz8rInBtePxTkIgogSzjmGfUFTsfmFuQm5rvyQdthrYTIFlYWamhuVz1rBMpYPaaMZToslFzNnfE9Vl2bR0xf5PhNNbgATZkz/jrIV7X1WV7tSSWCpddieOvV25bPPN4zq6utVuWGI9EAcFxgLrkKXlX4GEyacGvdJlXD3WG7uZJWS7HDUJvQeE6NQHhpxgXMepjZBJJbxKC+xsIIkS0qCSCD7h10qT4/TivMN68YS+SFdN/kWeL1SwACTKQdThOR/gH6SwFgQbobTzz3IzZmqbJtMObpCrdPZisamNSBSl7ralZg+/bswm4OreyUly2CxqO/zaO8zMYGlSHXV1TCb85Tt1qPPkOKS4jQ2rQlRPORxwWotVeV1yc2brnyO56QKYHyPAcCUKV9VPg8NfYKJFZ+L6bXDMU1QXvq8PjIdI1IKS+QqxjDGbsD4FBBS5QkigXzYE4w0xgDMSmCOl7raldi69SZle2LFhSFCJaCfJDAW1waAivLzVYJCY9Ma7N//E9isZUqZ3z+C2tqVqjZozZFIUE1dbLYSxXfBZLJj9gm/1K03nvussWkNKio+h6NHnwUAjIw0wuk8CoejUlXP6WxFR+c7dL8kmcamNWhouB/NTU+oJi/qalfC7/fg8OGHlLpmUy4aG1fDbp+o9JuswCS6L6urrsLhww/B5WoD5z60tb+CyXWrEnLtCVYLcs0mZaX+7119+HxVaUKuTRCRGJfyAuCxWDSCIIjEsGUgGPIy12yCKYFhkkdGWtDd86GyXVl1ZcKuDegrHBXl56O56YmA2YgNnEvJO7u6/oVZM78PINTkrKL8/IS2mwilsWlNiCIKSGaRTU2PKdvl5eeho/PNmAqcsiBst9fAbp8UECy9aG7+K2bMCJqnkcKbOoj/8y1brlMpMEND++DzDSl1ff5h3f95PCZVIsGYGZWVl+Pw4YcBAK2tL6Cu9otgLPFGKxv7Bkl5IVKG8SgvoamLCYJIafYNBR0vy63jnbsYHXv33gV5sTUnZwqKixYn9Pp6yDOqWifvkZFGHGn8CyZWLDeMBkQkB6NZdADo7d2AwcGgK2Vvzya0t78OIHbKgygIWyzFSnlL69OYMuWrsFjySOFNMbT/c1mBMZnz0db2qqpuKv3PG5vWYMKEMxTlZXh4P/r7t6GoaIGqXrxW+MqsFjT6pAmdBnLaJ1KIMUsvnHOaRiKINKPF5VY+T8mJvcmY0Yy43+9FT+96Zdthr0JT82MpMRstCzab66+Fy9WslB88+Bs0NT0Bl6s5pQSabCfcLPq+hp8o9UwmB1zutpgrD6EKLwPA4fX242jbSygvO5sU3hRET4HJyZ0MMSmlzVaRMv0lK+k5jjoUFi5Af/9WAMDevd/DySe/pdSL5wrfZIcNjU7pmdHidEeoTRCJg/K8EEQW0Ss4Xc7Oj22YZPlhqxeRp6npUXAevPbwyAE0NNyfMg7wDkcVFi96GhZLiVLm94+Q4pKCGEWAOtb9IQYHdyn1/H5n3PpObIPounnw4K+wuf5aUlxSFO290939gbKPMSuWLH4xZfqrovx8pZ1DQw1K+eDQJ3C7uwHE36T1eOEZ0UMO+0QKQcoLQWQJI14/PEK4y6VFsY00Jj5stQpMc8uTQk0TXK72lDOncTiqcPLS10LK5879Q8oINISEngKzb98PVXXs9pq4Kg9yG2y2oJO+1ztACm+KI/eblrlz/5RS/SXe4z7foGrfgYO/DpvgMlYsFELpuziH1+8PU5sgEgcpLwSRJbS6g8v+DMCpJXnGlceA0Yz48HATnM4WoaY/xYU7s2prz97vGdQjkon2fhsePqDsM5lysXjR03G/vxyOKixZ/FxIeere2wQAdHW9F1KWnzcj8Q2JgHqFL0h7++sJMU3UhtLfNjAS82sQxFgg5YUgsgQxS3Kdw4ZCS+wd9nVnxBt+pKoT7xnxsSLPZAJq84j+/q1obX0+OY0iwhKcRVdHX1q0MP6Kixr1o7Sz818JvDYxGoaHD+OTfT8IKU/VxLTyPW4VTFp9vsGEmCZW2G2qO3t976BhXYJIJKS8EESWIEaLmR7H/C5aBebYsX8r+xizJmRGfLRoTTAWLXoB4vC4Z+9dGB5uND4BkTR8Phe0KcNstgkJuXZQ4VWb0zTsvz8lBeFsx+lsxYaNn4N4v9TW3mJo7poqOBxVWLz4lZDyREwC5VuCK9HbB2nlhUgNSHkhiCzhwLBT+TwjN7bO+lqCM+JqE6xZs+5NecVl4cKnUFy0AJMn3yrU4tiw8bOGgo3T2ZoywQeyCaezFZs3rwgpT4QQqr1vJk68RNnHuReb669MSUE402lsWqP7u0v3yhXw+4MCuMVShFkzv6dr7ppqSDm51CuMHk9f3K870RZcoT8oPEMIIpmQ8kIQWULDkKi8xG/lRY3aBKus9FMJum50hHN61c7e+/3D2Fx/RYhgI58jlaKnZQPy7+71DShlNltFQoRQvfvm+ON+BPGR6nK1pawgnKkYRTx0OltRX/95uNztqvpebx8am9YY+uulCsEVPvUKY/2Wq+PeTjGk/lGXJ67XIohoiZnywhg7GKtzEQQRezb3Dyufc83xnbdwOluxuf7KkPJUEwo6Ot8xtB2vKD8fdvskVX2Xqx0dne8o25SMMDloc1vITJv2jbgLoUYKr8WSj5Lik1V1U1EQzmSMIh52dL4Dp6sppL74n9UqMOL/PJlo77ecnCnKPp9vCJvrr43r/TUnP0f57PbzMDUJInHEUoKZwhj7X8ZYWQzPSRBEDDgy4lLN2R2fFz+zMflh63K1CaUm2O01KSfM1dWuxMyZ39e1HZdyvzwPs1kdlS3HUQMg/KoNET/E352xoFmi2ZyL6qqr4j6LHk7hnTVL7QhuNuenlCCc6Rj1feWky2A2qyNnOey1If0nHz9z5vdTIoGu3hgzY8ZdqjouV3Ncx9RLKoqVz8N+P9wULplIAWI9/XoegEbG2BOMsaUxPjdBEGPkvz0Dqu3ZcVJe1DPiweFlwoQzsHjR0ylpllFXu9JQ6ZByv7wFEwuaTuz95G4MDjaQ4pIkZOXBbp+oSnxaVXmV8jmes+jhFN78/FmqmXHOvZgx/XspIQhnC3oKzCf77lHlSrHbKrFo0d90/7MOR1VK9JfR5EhF+TmwWIqUeoxZ4jqmTs+1KyO5jwONTnfY+gSRCGKqvHDOzwawEEAvgL8zxuoZYysZY/H1DiYIIixbBJOxHBMLOH/GFvFha7WWQo7AZDLZMGf2L1PertyInJwazJv3F2Xb7e7Eho0XkuKSJGTloaz0bKHUhGnTvq2qF89Z9HAK7/Rp31Q++/1OmC30+Es02rGmvf11ZZ/FUoTFi59L+f9suBW+muoblM+cc9jtVXFb4bOZTKjLsSnbB4WolQSRLGIpwUwFAM75Xs751wFUAVgN4A4ALYyxXzDGpsfwegRBRMlewVm/zGaNyzXkh63DXgu7rVwpnzjxEsX5PVXtyiMxYcIy1NV+QSjxAzCR4hJnjCJHVVddg47Otcp2Tc31aD36dEi9ZMyiu9wdKhOl7u4PdetRhLr44nBU4YQTfh5SvmTxK2nxnw23wjdt2tfhcNQGtnwoL/tMXE3dpglO+6S8EKlAzJQXzvkRzfYw5/wPnPP5AL4O4KsAPmGMrWWMfTZW1yUIIjLNwlL/ZIctTM2xIz9sZ876fxgc2quU19bcpKqXanbl0VJdfZ2mxI+eno1JaUs2YBQ5CgDa2l6Bx9MDADCZHOjq/HdKRHuT22wyBYW9zs6/Y2SkRVWPItTFH7/fix07b9OUmmEyxT45b7wwWuFjzIyamuuV7faON1FddW3c2iEqLx9RokoiBYhltLE6nbKzGWMvAVgDwAEpzh8H8EfG2EHG2BdjdX2CIIzp8QR9A07Ij58ZS13tShw+9JCyXVx8MgoKTgiplyp25dHidLZi27abQ8p377kTfX07wh5HwunYMIocxTlHY9NjSj3GLHC6mlMi2pvcZo/nmBBMwI/mlr8qdShC3fgxWpET2bL1BkXBlWAAfGljrhqOxqY1KJ1wBkwmKRKYx9OD9vY3QurFavzp8HiVzxv6hsZ9PoIYL7E0GzsEAIyxAsbY7YyxPQD+DuBSAN0AfgJgKuf8QgCTAXwHwDcZY6HrugRBxAy33w83D8YaW1qUF6Z2dBgJD339OzAwuEvZLp1wRtoL71phs7Bwvmr/5vrLMDzcbHgcza6PDSMfqaNHX8Dw8H6lns83mDK+R2KbxWACra3Pwucbpgh1MSDcipzM/gO/Ql9fcFXUZMrBslP+nXb+dnrI33/79ltRXn6eUn7g4C/gFyKBxXL8OUkIlzzg9YWpSRCJIZbKC2OMPQKgBcADAI4DsA7AdQBqOeff55w3AwDn3Mc5fwHA2QDSZ/qVIFKc1U2dKhMxANiomSk7rbgAzU43Vjd1juka4YSHhn33CVsmNLc8k9bCu56wedKJvwNjoumdHxs2nh+SFI9m18ePngLTsP//VHVSTQmQ2+yw1yhlXm8/9jX8mBSXGGC0IifT2fUvHDnye1XZ/HlrkJtbl5YBQ7SI37+nZ4NS7nZ3obX1bwBiP/6cXByc8PID6HBRxDEiucQ65NCXIa3N/hnAfM756ZzzpznnRmlZiwEUxLgNBJGVrG7qxN37W3D51v0qBWZ9b1B5MUOK1X/51v24e3/LmBQYI+HB7elHX/8WpZ7JZIMrRcx5xoLRLLnDUYVTTl4Lcfj0+53YsPFzcDpbaXY9xmgVGK+3T9lnsRSn5O/rcFRh0aKnYTbnKmWtrc/QPREDwkUtHBxswPbtX1bVnzHjbpSULIl4bLogfge3uw2SyCVx+MgjcRl/FhbkqrbJ74VINrFWXu4AUM05/zLnfHu4ioyxZQC2IGBuRhDE+FheXoTJDhuOON0qBWbHYDBMcr7FjMu37scRpxuTHTYsLy8yOp0hRgLA/oYfA0IqTL/fmdaCWrhQpbm5U7BgwZOq+l5vHw4c/A0pLnFAvue0LFn8asr+vg5HFY477n5NKaN7IgYYjUFbt14PcQyqKL8Ak+tuDntsukQ8FBG/g/h9Xa42bN58RczHH4vJBBsLKkli6H2CSAaxVF6OcM5/xznvj7L+VgAnAjgrhm0giKylxmHDiwtmhCgwZmFmzunzK4rLiwtmoGaMkce0AsDm+mvR1v6aqk66C+/hQpUCwISSkzFr5j2qsra2l0hxiROhkd3ik68olpQUL9GUcHi95PAcC7Rj0IcffQpuT5ewvwYnnfRw2GPTLeKhiPwd7IJ5IgC43O0xG39EM+QSq1kpF0PvAxiXGTJBjIVYjvw3hdvJGHueMfYHxlgpAHDOnZzzA5zzthi2gSCyGj0Fpt0dtNp0cT5uxUVGFB5crmZwHjRVs1pLM0J4D5eMEABqa2/ExImXhpTPm/do2n/3VMLpbMXuPd/RlPKUNvuRzXe0bNq8ImXbnG4EV+QsEFcgGLNjyeJXIx6broqLjMNRhcWLnoZoOgYAc+b8NiaKi2iGXC08L46MBMf65sBzZqxmyAQxFmKpvLwbYf96AKcDeChCPYIgxoFWgakXlvgrrJaYKC4yRuY8S5ekRyK4WDBj+p0hZQcO/BxciPCmhUIoR4/T2YqNGy8BEIxyNHHiipT2W9D6HTgck5V9fv8INtdfnXJtTkWiCYk8PHwEgFdVNmf2z2GzFcevYSmHWpQ7cPAX4z6j1gy52h5MbtwVCJ0sKy7jMUMmiLEQ02hj4XZyzn8F4FxIEcYIgogjsgKjTcf26ElTY6a4yHR2/ktTktqmPLHEaHa9s+vv2PvJ93UVGAqhHD1OZys2118Lj7dbKTOZHJh9wk9T1vFaP0Ldb1V1XK7WlGpzKhJNSOS+vq3Yui3U6OPAgV9lxW8bHH/U4Yt7ej7E4OAn4zq3dhLsw56gk/6wzx+iuMRyUowgIhFLKcN4mjGILfAiCCIJVNhim13a6WxFQ8N9mlJ/VghmWiF13tw1qhDKra3P4MCBX4Q9Jh2jsCUK+bdyudQ5dKZNvQMmkyUlI0cZRXoqLDwRDofaN8GozbQqJxEpJHJ//y7Ub7kGouA+der/pNT9EE+099rcuX9R7d9cf8W4v7+owHQL+V04gIu37CPFhUgaY1ZeGGM3Mcb+Lb8CZf8O81oH4GMAYaOQEQQxfuRZMa+m/MptB0LywIwVp7MVmzZfAS4ID5WTrsgK4UFPSC0r+xSWLnkVjAUVxCONf8SBgw8aHpMtpnXhMDINkqO9iZhMOZg8+UvKdqpFjjKKUCd9R7USxpg1pM20KhcknHLa27cVmzZfDM6DI9y0qd/EtKm3p5xCGw/0xpLysk8jN3eGUsfnG8bm+mtjpsDUCWZjANDq8pLiQiQNFs4uO+yBjN0DQAy1wxHBdAzAbgA3cM63jumiWQRjbNfs2bNn79q1K3JlghAQl/MLzCYM+KSsywzSnzQWDxzx4SnDmBWfPnM73O6ujBbSIykh/f07sbn+MlWG9YqKz2Ggf3vG/iZjRTYNMvpNNtdfjb6+zaoyvQhRTmcrOjrfSQkH7MamNagoP1/1XfT+LwBQU3MTjpv1g5A6dI8E0f4us2b9EB9vvwWisUdd7Rcxc+Zdhsdk0m8Z7rv19KzDlq3Xq+rH6vs3O91YvG63sm0GsGHZbFJciDEzZ84c7N69ezfnfM5ojx2P2dgDAKYGXtMgyUZTDV5TABRwzk8kxYUg4ofWDnlJUTAzcpHFrJsHZrQYCWKzZv4AJpMtJc15Ykm4/C8AUFh4IhYuUEcA6uh4IyMFqfESzjTI5xvByEiTqr6RqV0qRY7Si1BnFNa2t1dSzDJZ2B4v2vHk4+0rISoueXmzMGPGd8Mek+wVuVgSbvwpKVmmMk/UW90bD+Ls9NimvQkiNoxZeeGc93HOjwRehwG8L2xrX42ccwpuTxBxRM+Bciiw6gJIyoteHpjRIj88zeYCpcxun4SqqiuU7UwWHiLlfwGA4uJFOgkKgaKixRGF0mzyeQin6DY1rYHb3a7UtdsnpbVQL4e1NZuDEwqDg7tx7NgHWa24RBNRzOGowqxZPwwtt1dj6ZLXwVio0Ucm5HLRI9L4U15+gfKZcw+qqq7R/f6jGWfkZ4uosPiBcU2CEcR4iJnDPuc8qmSTjLG6WF2TIIggazv7QhwoezxBm/Biqzkkgszazr6w59QTLOpqV2LatG+C82D+mKqqq9Hcog6ZnKnCAxA5/wsAlJV+CpJxRZC29pewY8dXDY/JRp8HPQVmYGAXDh95RKljMRdg8aLn016odziqNH5RHNs+XpnVikukiGIA0NNTHzAVUzN//uMwmYyDkKTSilwsMRp/GpvWoKnpzzCZHErZ0ND+kHqjGWfESbFiS3A8yzWZxr2KTxBjJRkxTQ8l4ZoEkfGsqi3HfTOqVf4s/UKEmFKr9JCXFZj7ZlRjVW254fnCCRYD/Tvg90tZli2WIhxtfVH3QZipwkMk1CFM1cNsR+fb2Fx/Dfx+v+4x2RiJTKvAbNx0KXw+OT+RCYsWPZsxQn1u7lQcp1pF4ADMWae4AJEjigFAZ9e72LL1KugZKn388S0ZZZI6XuTfUx6bAaCvb7NingiMbpzRruZ/ta5C2Tc73xETM2SCGAvjiTZWKq6iMMZujOYVm2YTBKHHqtpylQOlaDYmhkmucdjCKi6AsWDhdB5FZ9c/lHqc++B0NWedwG2EVjg47dT3MWvWj1R1+vo2YcPG5fD7vbrHZKMgG0x4aoZklCIxZfJtyM8/LmntigcTJpwBtQeBD05nW7KakzQi+ce1tr6E7du/qDmmBqec/M+M9akbD+LvKbJnj+QTNJpxRs8M2SyY5+0ZdMbEDJkgxsJ4Vl42A9jFGCsObD8GYE2E12PjuB5BEKPE6Q/OVlbZRxcVxkiw2Lv3e6p6Pt9g1grcWoyEg9qa63DinN+p6g4P78dH6z6FwcGGrFdcZJzOdmgT7lVWrkhOY+KE09mKrVuvh3YloX7L1RgebtY/KIMxGmeONP4Fe/Z+W1U3P38Olp3yLvLypmZ0UJDxIP+eVmuZUjY8cghNTU+MapzRM0PONQWVl2G/f9RmyAQRK8YTKvktSFHEFnDOXYwxP4BQjzrNYQDu5pybI9TLeihUMhELKt/dpohIvzm+FtdWlo76HKJAbrfXwOVqgSh4ZbvALRPNrOaxY//Fto9DM4IDkX/HVAoHHA+Gh5uxbv1ZEFddgMy6v7T3SHHJyTh69Hllv8mUg2Wn/F33u6Z7/+uFkBZRRzGUA7sHmTDhU1gwf43hMZl0n8QC6f90Zkj5aH6n1U2dWF5epKzm//tYPz6//aCyv/nMubCYTGgOKC6RVvMJQiQpoZI55xdyzmdzzl1C2Q8jvO5F5FwwBEHEAKfPr3r8TxljPH5xZlTKdh48a7pHgIolkUIoA0Bp6elYvOgl6A2DU6d+LaJgl86O/OGiSjmdrdiw8QKIikth4fyMmlnXE7Tzcmeq6vj9I9i46dKQ75ru/R+NY77DUYXZs38R2FIrLpMmXR6iuMjHZGpUw/GSm1uDysqrNKWj863SmiFPy7Wr9jcFzMSiMUMmiFgSS4f9qKKNjaIeQRDj4OCwU7U9Pc9uUDMyDkcV5s79c0h5JkSAihXRhFAGgKKieZg/7/GQ8t17voMjR/4E7Wp4JjjyhxNenc5WbNx0Cfz+EVV5RfnyjDENMlohmDhxOez2Saq6Hs8xbK6/WvAxS//+j8Yxv79/B7ZsDXWLnT79LsyZ/XPDc2dyVMPxMmXylzUlPt160VJrt6q2D424DGoSRHyJZajk92NZLxKMMQdj7B7G2CeMMSdjrJUx9ihjrDpR52KMVTDGfskY28MYG2aM9THGdjHGVjPGThj7tyOI8XNE4zxZbrUa1IyOw4cf1JSQ9aeWaEIoO52t+OST7we21EPw/gM/w7aPb4Hb3a3UzQSzGOPgD63YXH81PJ5uVX27fRImTrwwYxKeGq3KSblfnofFUqyq73JJJmKZ0v+R+vHQoYexafOlEAw5FFpbnooqDwwpLmqczlZs2xb6m2zafPmY/0Nmk0m1ZnxkhBz0ieQQM+WFMVYkRBXLE8r/H2NsC2PsA8bYpTG6lgPAvwDcCeAuACUALgKwDMBWxtiMeJ+LMbYEwB4AlQCuDBw3F8A6AF8EcPJYvhtBxIoCISb/JJtFN5FbtAwPH0Z7x5uaUl/aCpPJQi8S2ZzZv4E4FHd3/wf//fA0HD36MjZuvCgqwTXVE1saCa/t7W/D5VLfPxZLsWpFLxNMg8KtyjkcVTh56etgTG3W2d+3PS0VFyPzQG0/1tdfjf37f4MtW2/EwUO/VtUtnXAmTl66Nu2V1mSh9VMUxxe3u2Ncv6dNeI40u0h5IZJDLM3GroUUTexHAAoBgDH2dQD3A5gP4DQALzDGlsXgWj8AcCqAuzjnL3HORzjn9QCuAlCG0UU1G/W5GGMTALwJ4L+c8+s45zs55y7O+REAqwCsB0BhN4ik0uUOJqissI991UU26xGZfcIvSbAYJUaz6JMmXYzFi14AY8E+4tyN3Xu+BY+3F4AJc+b8Ou39YfQUmO6e/6jqmEx2nLz0dV0BP91Ng8KtykkKzFsQfaHaO15LS8UlnG+L3I8OexWcrlYcaXwIPT0fqupMnHgx5s37C/LzZ2XEqlui0Y4zixc9jYkTP6uqM57f02EOio1tLk+YmgQRP2KpvFwCKRzyVM75USZN834LwBCATwGYAOB5AN82PkVkGGM5AG4H4AagMhznnO+ApDicxhg7PY7nugtAOYCfaM/JJZZxzl+O+ksRRBzo8gSVFzlB5WiRzHquhc83qJTZ7ZWorFxBgsUoiGT+U1Q0D0uXvAUGvX7yY/uOr+j+vqnoDxHOMV+rwHR3fyDsNeHkpW+HFfDTVXGJhry8qTjppN+HlNfVrYrKFDEVFNdofFv8fj/cnl7d46dN+xZOnPMbZZU4U8wGE4XROCPlmQqKe4xZx/x75gnKS6cwQUYQiSSWyssJAH7Ig96mpwOoAfBnzvl/Oee9AO4GsGic1/kMgHwAH3POB3X2y9M4l+jsG/e5AkrZDQCGAWyMttEEkWiOCQ+WMtvolRf5QShFGAsyc6aU54UEi+iJJhJZfv40LFr0jO7xbncH1q0/D8PDhwFICkJf39aIZkWJFmqjjSpVWXlZSPn8eY8jN7dO54jsobDgRGgfy5/suxvHjv3X8JhkrLyNxjTswMEHlP3t7W9h3fqz4PcPhxw7+4QHMHXKbRHPmY5mg4nCaJyxWQtRVna2Uo9zD+z2SWP6PQsFc+RuDykvRHIY23SsPuUAjgrbKyDFO3xSKDsCoGKc15kXeD9ksF8unxunc80AMBHAXgAzGWM/BHA2gCIALQBeA3A/57wriusTRNxoF5b0x7LyIj8IGbOBc8m22WYrx8SK5UodWbCQheh0zkMRT+TfJFKei127vhnYCs1z4fePYN36c1BRfiE6Ot8EYxZw7g2ruATzZiAh/VJRfj6am55QlFltuzjnOHDwVzhy5BHNkSbk5U2Je/tSGbm/pHDR6v7f9vFKzD3pEZSXn6N7TCJX3mQFtbnpCUMfnoULn0J9/dVwulpx+PDvwP0+9A9sR0+PsRJ26NCvUVKySPf/IZ+TxpfwhBtnCgtORFfXPyHfVzk5k1FX98WQ3zNSPqESa1B56fP6desQRLyJ5cpLG4DpAMAk4+2rATQG/EdkJgEYr1BfGXjvNtjfo6kX63PJgfnLAGwAsA/SalIZgJ8B+AqATYwxdfxLAwLRyUJeCPyWBDFW/t3dr3xuDBMVxmgWta52Jaqrr1MUFwCoqPhsSL1M8EdIBOF8HkId+f+DZae8D7M5X1OTo6NTCpzAuReMWXT9YZJlThZuNY5zXyActFZxMQPwZ/XKnV7/l5WJioof23fcira21wyPSZRfTDSmYYBa9T7S+HsdxcWEE+c8hNNO/SCq82W62WCs0BtnGpvW4OCh38BkCgaFGBjYhcpJ6hXQaFbxauzBc1gpax+RJGKpvPwLwO8ZY58F8CdIisoTmjpfA3BgnNfJDbwbSWMuTb1Yn6so8F4G4E3O+T2c8ybO+QDn/I8AfgdgCgB1+BSCSDBDPiHhn0X/rx7JzGdoaL/y2WRyoLn5Md2HGgkWY8dICM3NrcEpJ68NyQMiwrkXO3f+j6rvDh58EJvrr44o1I7HpGw0fi0bN12E/v7d+PCjM9HW9pJSj8GMhQuewmmnvpfVpodG/T9v7h9x3KwfCjU5du3+Bpqbn0pIHwP6/aynoPb1bVWuEzQ3bYXJ5NA9r9mcj2WnvIuJE5eT+WkCkBVOv98FOSiEzzeI5uagiBbthMe5ZUXK5zwzhcsnkkMslZf/A3ASJLOpmwA0A3gAABhjixhjGyA58L9mdIIokY1ljdKF2zX14nmup3TKZMf/ywJhmMPCOZ+j98L4lTwiy3H6g3OflXb9WzzcLGpv72b09m5Qtv1+Z8o4hWcKkWbP5TwgOQ5jXxCnqxkbN16M4eFGHDz4IA4d/i1crlbY7VWq84mCaLgZ1kgCb7R+LXPm/BqMWeDx9GLT5ovgcgWtihmzYvHil1FSckpWC6+R+r+m5nrMPuGXEKOQfbLvB4Z9rHfuSL4wRoqotp/F+yLEt2XLNWhouB8HDj6ATZsvU0wV/X5nyHlttgqccvJa5ObWKGXZfA8kAvH3FdfEGpseg9c7OKpVvFLBbOwY+bwQSSKWSSoPQVJe7oAUwWsh51w2uxoE8BakMMp/G+el2gLvEwz2lwTejxrsH++5RBOzRp1jDgfe7QCy2/uUSCpeIVN7rUNfeQknNOze8x1V3XQK2ZouROPILyoCRni8PVi3/iwcOvw7pUy06BAFUa2jv9fTb6jUaBWexqY1ugqvVuFxOluxY+f/gPNQ4YYxC05e+iYKC+eovmM2Cq/R9H9l5QrMPekRqHtUQk850AvmUFF+foiS4nS24uPtt4Uoonr9XF9/NTbXX61ShMT7Uu7nw4d/B7e7M+x3NrqPyTE/vgTDVAdzb3u9vTh85A+jMj8sFYK/HPN4wTk3rEsQ8SKWDvvgnLcBeEin/BMAPww9YkxsC7xPNdgvl2+P07l2C5+NVmxkyJuNSApOn19lcz4lx/hW1Trdb9lyHaprbsLIyBGljtVaRopLHBiNIz/nXlitxVi65HW43T3YsvU6+HwDmtpSrzNmhdPVqjjNi4709VuuURz9J026FIcO/xZtba9gzpxfY9eub6qUmkOHf4vmpidU+wCo7pf6+qvBASXZZEX5+diw8SJ4vb2632fB/L8iLy/UpS8bgz9E0/8AUF5+LmbO/B4aGu5XlXs83fho3WewcOHTKC5aoCip2mAOHZ3vqJzsASi/s9VarPzv9fpZdrwHALu9Sll5DaegitisZVi8+CUcPfoCWo++AJdwXxo5+2dD3ycDh6MKixY9gw0bPguvT/KJlH3Qop2cEoO/uPwcQz4/8i1kPkYklliajUUFY+zf4zzFu5Byx8xljOXp7D818B6Nedqoz8U5bwKwJ7Cpp/TIZUPQX5khiLhzaMSl2p6RazeoKaGd9dy//z5hL8PiRS+S4hInRuPIv3SJlMCxsHAOTjn5Ldjt+sdxLkWaG3E2Yv2GC+H1DqlmyWVH/6qqK1WmP+Lsq9E+WdAWkw3KJkwmZsWHH51pqLgAwJ49/xvRXyabgj+E638Zp7MVzU1aF1IJzj2or78CO3d+HQX5J4b0scNRpbuKIvfnvLl/NuxnQO14L6/9tLe/hY/WnR0SRl2Lw16LJUteRk5ONaZNuwOLFz0bcXWN/Ofii8NRhfkL/qopZVFPTpVY1HPehzXPGoJIBAlXXgCcOZ6DOefDkFZ37ABuFPcxxuYAWAZgHef8A6H8LMbYRsbY7eM9V4DfBN5v1mmifJ6/cjFME0EkkEPD6gdKWRShkmXBUYr+FKSq6lqVfTqRGKLxhznpxN+GNScDAJ9vABs2XoDN9VcEZslN4NyrhGXWU2ocjqoQsyC9yGaiYOtyteKTffdAu+DMmAVz5/6ZokqNEe19sOyU91FV9fmQeu0db2LL1mtC+tjpbDVUNhcufApFRQt0+xmA4nhvs1XCapkAp6sVH350Bnbuuh2RHm8OexUWLfpbyD2bjeaBqYbdprWU5/D7ozMUsZiYyoBx+8BIzNpFENESU+WFMfY1xthmxlg/Y8yn94rRpX4EYD2AnzHGVjDGchhjCwE8B+AYQpWKOwEsAfCTGJwLAP4C4AUAFzHG7mWMTWCM5TPGvgzJ36cewHd0jiOIhHDEGVRezABMptH81dV/08l1q2LTKGJURPKHEM3JZAWmuup6wwhPQfxKhu0PP/o0Ntdfo5xDFHi15xf39fbWY+PGiwOmYsbxUq2WCTh12bsoLzuLBNcxoKfA5ubW4ITj78PSJW/AZDJaUfWDMQtGnI3YtOlyDA9LRgB6qyh6/by5/hp8+NFZGHE2wmTKgd8/BI/XKKMAAJhRV/dlTJ78NaXEyBOCfFuSSzCfkJrNmy+N+v9oYcH/fJOT5miJxMNi5WzFGPs+JEUAkJzaBxE6fjEAtZzzcRtIBiJ53QXg85Ac47sBvA3gbs55s6buDQAeBrCGc37HeM4lHGMC8GUAXwBwPCRFcB+AZwA8wDkP9aQc3ffbNXv27Nm7du0az2mILOX7+5rx5xYppVKOieHQmfMiHCE91DbXXxtiCkKO+slDdpyOlMdlzpxfo69/G+pqV2r60YToXe9MkIZsediWEiUyZoXVWgy3+9gozgXY7TVYvOjpiG2ne0ufaH4np7MVGzddCo/n2CjObILUtz4EVRgOwBRQXkYnjNrtk7B40fNK2w4efFDxbYkUxpl8WxKL9p5ye7rh8w0q+6P9P878z3YMBELxXzOpBA+cMDmu7SYykzlz5mD37t27AxF2R0UsV15WQVqtmMQ5L+OcT+GcT9W8piDcNN0o4Jw7AzlWZnLO7ZzzSs75Sj1lg3P+V855oZ7iMtpzCcf4OeePcM4Xc87zOee5nPP5nPOfjldxIYjx0ub2KJ9zzJH/5sHcDOpb3m6volnyJKLnD6En1BYVLVCEQCm88tMBfxhZ2Yhm2PVDPd8kfebcE4ggFb3iwpgFJ534QNhs6TTzHp5oIpEBgNlw9cUIP4Krq6Ky6h+14iL180OqtpFvS2qiN25MmnSJqk60Y32u8EzpdFO4ZCLxxFJ5mQjgG5zzjgj1aLQiiDgjPlDyIyQSEx9q4pDgcNRGJYQQiSVaoVZUV6ZM+RpOO/UD2O2y71Jshn6zWYpz4rDX4LRTP8Bpp34Aq6VYZWKmRzY65o+WutqVmDnz+xHzuDhdrXDYqzBlyu2KXxEAWC0lKCycP+52mM15sFokH4kcRx2mTvk6AISYEoqQgppaGK3iTZv6TVU9szkvqrG+0CLmeomVNwBBRE8slZfDACKq4JzzxyPVIQhifBQJD5fpYSKNiQ81m60C4ux6Xd0t5KeQgoxFqJ0+7X8CDv4PBPxjJJ+IRQufx8lL34LVWh44OnSFhjEr8vPnwGTKCZSYID86fL6hgGP204qT/9Klr5NjfowwikSmFUYXLXpW6WP5/+rx9mBgYGfgCDPkPmPMDsasOleT+t5iKcbs2b/B0qVrYbdXweeT/F0cAQf/adPuwMyZ38eihc+E7WdSUFMHowkPm60YeXkzlXqc86gUTjHiWK+XVl6IxBNL5eV3AG6NVCmGTvsEQRhgNQWF0FOL8w3riQ81u32SUs6YFdVV1wNI7izq+vXr0dvbG7Feb28v1q9fH/8GpQijFWrlfVrH7N2774TFUoB5cx8JKDUcjFmweNELyiw+5x4MDX0Cv38EOY46LF70HBzCvaJ1bCSFN75EE4VOGz1s8aJncdqp78NurwLnLnDugcNehdNO/QCLF72g6vv58/6MykkXw2rJV6myYj/X1a5EUdGCiP1MCmpqEG7CY3Ldl5XPfv8wpkz5WkSFs0xIVDnopXR2ROKJpfKyE8AyxthrjLFbGGPnM8Y+pX3F8HoEQRhwTDAbEzMia5EfavPnrxFmaYEJJaepIpQlYxZ1/fr1ePvtt/H444+HVWB6e3vx+OOP4+23384qBUYPoxnWEKVGmDVvaX1ON6oYoB9Gua9/m7KqY7dXKUkHRcGVzIbix2ij0HHuRV//NgAIUUZcrnbDiHIdne9QP4+BVJ1wMZrwmDjxElXUuuaWJyOO8RPtwZW7YR8pL0TiiZz8IXrehTQeMgCfjeF5CYIYJcc8QeUlUo6XutqV6Ox6F6LJ2PQZoZG+Ez2Levzxx2PDhg3o6enB448/jptuugnFxcUAJAHh+OOPBwA8/vjj6OnpQUlJiVIm09vbi7179+KUU05JWLuTiVHGdj2Bd+HCp9DS+hza215VRS2TM6zL+7SCrZyhXU5iKCtF2qzplC09Phj1MWAcha6i/HyVKaGkuLTi44+/CI+3N6Tv5b6UrwME+1nbn9nYz/L4I49HYvnbb7+NDRs24KabbgIA3fFHnnDp6ekBgKSOTyaTCaWln0ZnQPEcGNgBr3cYFkuu4TFVgvLi4qS8EIknlsoLAOinAA7CANwQ42sSBKFhNMoLABw9+lywftk5KMg/Li7tGg3FxcW46aablIe8rMDs3bsXb7/9NtatWwcA6OvrQ0lJiUq5AVJLQEgkegKknsDrcFTBai3SVWrkGXQ9pUYrpC5c+FRYwTZbBNpEYvSb6impRUUL0Ni0RlUOBJWRsrLzcNysu5W+N+rLcApKNvWzVkERxxxxwmXNmjUApPEJCI4/4rikN+GSDGZM/7aivAAc3d3/QUXFBYb1axxB5cUXm2wbBDEqYqq8cM4jjl6MsRsj1SEIYuw4fX50CxFg8iKESna5u9DV9W9lu7rqmri1bbToKTArVqxAUVGRIhQUFRWFVVxSRUBINqNRasS68j4j4TUbZ95TFaNVGb1yvT6L1M/Uv+FXhOXxas2aNarxSR5/tOOSdtxKFl3H3kPphDNxrPt9AMDRoy/qKi+yOeHUoqtU5b0eL4qjmCQjiFgRS5+XaFdUzorhNQmC0HBoxKXaLg5EHmtsWqPrON129CVwLq3U2O2TkJc3A41Na+Lf0CiRBYKSkhJlRlMWDPRIVQEhVTGyhdfuCye8kmCbOhj1p7bcqM+oL8OjHY8i+eTJpOq41Ni0Bg0N92NgYLdS1nXsPbhc7ap6skliQ8P9cPQ8r9rX76U4TERiiZnywjl/Ksp678fqmgRBhHJoWK28lNssygNK63Dr9/vR3BL865aXn4+tW29EQ8P9KanAAFI4Txm73Y6+vj6sWbMGvb29KSsgEASRORgpML29vcrkisViAWMMfX19eOCBB/DAAw+k5LhUUX4+chx1cHs6wSCH2Pfj6NGXlTpaX6opE89DvrCi30vKC5FgYrnyAgBgjNUwxu5ijL3MGPswUHYCY+ziWF+LIIhQGp3BLNlmSA6Z8gNKG9K0pfVJOJ3NSv3Ojn8oDyjZUTdVeP3110PKXC5JUUt1AYEgiMxCq8DI44+8Kuz1elUTLTLXXXdd2HEp0VHIxIhxHEElpKX1afj9fsPQ3KWCmZgY3ZIgEkFMlRfG2JcB7ANwP4BLAMgeshUAXmGMPcsYC5/umyCIcdEsKC+2QL4Xo9wbjY2PCkea4HK3RszcHmuiCS36xhtv4MCBA1Gf8/rrryfFhSCIuCKuCEfLa6+9Bp9Pf6UiWWHf5eeD3R4c853OZhw+/JBhTiExBL8YIIYgEkHMlBfG2LkAHgHQBeDXAP5H3hcwFVsI4GQAX4zVNQmCCKXN7VE+55hDc7XICszm+qvhdDYJR/qTorhEyuXy4YcfYvPmzaqyM888Ew6HAwDAWGhW+BdffDHmbSUIgtCyYcMG3XKbzQazOXSutrGxEQ8//HCIApPsICMORxUWL3oWolh46PCDhjmFVCsvpLwQCSaWKy/fAvA3AFM559/mnP9W3Mk53wbgawDIE5Ag4kiXsISfr3l4igqMy6V23rfbaxKquABS5J5wjq87d+7EP/7xD1XZRRddhLPOOgu33norioqKdE0zWltbsXbtWsPrJto0gyCI9CPSqvDOnTuVkO0ihYWFyMnJgc/nQ0lJCW6//XbU1dUp+7u7u/G73/0Ofr+UIyVVfPUcjipUTlqhKTXrPhd6BIXl7139CWgdQQSJpfKyGMD/cs7DeW69D2B6DK9JEISGbuGhIkcaE5EVGC2LFz2dUMUFCB+5p7GxES+88IKq/umnn45Fixbpnstms6m2N2zYgJ07d4bUS5ZpBkEQ6UOkVeG2traQ8emEE05AUVER+vv70dfXp4RxLy0txQ033ICcnBylbm9vLx555JGUUVxk6uq+oCnRT+Qi5ndpd3l06xBEvIil8pILyWQsUh3jtK0EQYwbMWylaJcs4ve7NSUxj90RNXoKTEdHBx5//HFVvTlz5uCcc84BEFRAZAGhqKgIbrc7RIF54YUX0NbWpmwn2zSDIIj0INyqcG9vL/70pz+p6tvtdixbtszwfFarFV/5yldgsQTH5M7OzpQKMuJ0tmL79ls1pf6QKJWA+tkyYODDQxDxIpYSy2EAl0aocyGAgzG8JkEQGoZ8fuVzhY7y4nS2YnP91ZpS/QdUotAqML///e9VNuHV1dW48sorAYQqICtXrsTKlStxwQUX4Ctf+Qrsdrvq3H/6058ojDJBEKMiXDjkP/3pT4rJFyBFdLztttvQ2tqqmlDp6+tTKT4FBQW47bbbYDKFil7JHo/EqGKMWZVyBnNIlEoAqBB8XsRnDkEkglgqLy8A+Atj7LuMsVJxB2PMxBi7AZIj/3MxvCZBEBpc/uB6fpVdvRIhP6A8nuAiKWNW3TDKiUYWFrQO+IWFhfjCF4KmDHv37g1RQIqLi3HKKaeguLg4RDjw+/145plnSHEhdIkm2h1AflLZiJ4C85///AfDw8NKHcYYbr31VmUMuuCCC5QJFfm4vXv3KvVLS0tx7bXXhlyrvz95fiPacMiTBL8XDug+HyodwWeL+MwhiEQQS+XlZ5BWX34MoIMx1gwAjLEGAEMAHgNwBMCvYnhNgiA0eAQH9lpHcAbNaGbN4ajWDaOcDNxud4gD/vXXX69SRmQBwUgBKS4uxq23qk0f2traSHHJcvSUFD2/Bj0lhfykshetArNlyxZlH2MMt9xyCyoqKpQyeRJFPu6CCy7AKaecouzv7e3FW2+9FXKdcBEX44leHpfqqquEGj4cd9yPQ54PNcKzxasTNIUg4knMlBfO+SCAMwA8A0lZrwLAIDnoWwA8BeDTnPNhw5MQBDEufJqHyOLCPAChDygx3VJBwYmGeWASSW9vLx599NGQ8qeffjrkoS4LCEZUVFTgqquuCim/9tprSXHJQoycr7V+DY2NjSFKCvlJEcXFxbjxxhtDyi+77DLU1taGPU6ruIj3khiBzOfzYfXq1QlXYDo63wkJh1xQMA+S+CbR17dJ9Xzo6HwHU4SVFw5g2EumY0TiiKmXLue8h3N+HYBJAD4L4PrAeyXn/EbOeW8sr0cQhJpuj1cVG6Yq8IARH1Bz5/4Jfr9TqVNW+mkAoXlgOjrfSVi7ZcXF6Qy2a8mSJWHDKEeiqqoqxATtv//9byyaS6QZRs7X2ln1xx57TKWkkJ8UIfPPf/5Ttc0YC6u4aNG7l6699lrVqvLQ0BAee+yxhCowdbUrMXPm91XhkE0mE2y2oPV/T8965fkwc+b3UVe7EtNz1b6Fh0ecIIhEEZcQQ5zzLs75Ws753wLvXYyxTzPG6iIfTRDEWBGThdlNDHmBJJXiA8rnGxGOMKG8/FxlS/uASgTyQ120+S4oKMA555xjGEY52nNqTdC2b9+OrVu3xrL5RBoQLiR3cXExVqxYAZPJBL/fD5PJhBUrJJt/UlwIQMrnsmvXLlUZ5zzqMclICc7JycHkyZN162rPG0+fq7ralSFh8vPyjlM+Dw03AJCeD/JzocyqDgZzaEQbwZIg4kfMlBfG2L8jVPkdgAbGmDbMEUEQMUJMUFlqtahWHuQH1MDADqWssPAkWCz5qnOID6hYoudzID7URaZOnQq73R5W6DRCKyh87WtfQ1lZmbL/tddew9GjR8MeT34NmUe46FEvv/wy/H4/GGPw+/1Ys2YNHnzwQVJcsoBIARuOHTsWks/lmmuuGdWYpBdkRL72oUOHVOO0yWQKcfJPhs9VWdlZyme/3xsyEWQymSBmEWt0uhLSLoIAYrvycmaE/UsAfAPAD2J4TYIgBNqEZGHamTGZ/oHtyufCgrlxbxNg7HMgP9RFTCYTtm/frjyktUKn+FDXojfDWVZWhuOOC84ics7x6KOPhlxXPJ4cszMT7b30wAMPKHk2ACgCGudc+XzxxRdHVFxI4U1PIiWilBNJitTW1uL4448f1aSKUZAR2ZxRVAz8fj9mzJih+Moky+eqctLlymefbwAjI0dC6thMQaWrhRJVEgkkYZnpOOdOAI8CmJKoaxJEtvFOV5/yuUNYhRHp7/9Y+VxYeFLc2wQY+xyccsopqkg9gPTw1j6kjSL3iITzT1iyZIkqu7XH48Ef/vCHkMRz5Jid/kSaSS8uLsbZZ58d9fmeeOIJVaJTLaTwpi+RElGuXr0aXm9wHGWM4fLLJaF+tKvCekFGxHOIHD58OOm5qazWQuTmTlO2xeeGTJGQcJOiJROJZMzKC2OsjjH2KfkVKDtDLNO8zgdwH4Cu8GcmCGKsdAoKizgrJuPx9GNo6ICyXVCYmJUXowd9e3s7Ojo6VHWNHtLayD1ajEwz5GO/9KUvwWwOGjq4XC6sW7cOQHjFh0gfIs2kA8D+/fvx8ssvR31Ozjn+8Ic/oLGxMWQfKbzpTTgFZOfOnRgaGlLV1xtXol0VjtQG8bxerxdvvvlm0sekQuH50KejvJxeEjQ5LrGaQ/YTRLwYz8rLSgDvCi8G4D1Nmfh6C8A3IYVMJggiDvQIDvvFltCHydG2lwFIIS0ZsyFPmFmLN3qCwjPPPKOqU1BQMOaHdKT8LyUlJcqsqcy2bdvQ3d2ddCGBiA3hZtIBYM+ePfjb3/4Gn8+nlMn+BvJ7YWEhbr75ZuTm5qqOffTRR1UKDCm8mYGRArNjxw5VvdNOOw1TpkwxPD7cqnA0bdDecw0NDUm/twoL5yuf+/u3h+wvFUyTj3l8IfsJIl6MR3nZBuCJwOuvkEJ9P2HwehzAbwBczTn/f+O4JkEQYej3Bh8gpbZQn5fu7mCoYLPZrsr3kgi0goLod2K1WvGFL3xhXA/pSPlfZs+ejZNOCprKuVwu/Pa3v026kEDEhnAz6W+99RaeffZZ+P3BfBTLly/HypUrYTKZwDmHyWTCFVdcgSlTpuAb3/gGioqKVOd/7LHHcOTIEVJcMgztffPggw+ivb1d2V9WVoZzzz037PFjVVzEc6xatSqk/LrrrkvavZWXN1P53N+/FV7voGr/BFF5MTBTJoh4MGblhXP+Kud8ZeB1MwAmbGtft3DOv8U5fyHSeQmCGDuDvqBgVq7jsD84uEf5nJszNSFt0mKU8O1LX/pSQh7SK1asQH6+OsIaY4wE0AxBT4F59tlnsXHjRlW9z33uczjuuOOUSGNyqOSXX34Zvb29sFqtuOOOOzBx4kTlGIpElrnI9w1jTOVAbzKZsHJlYsLGM8ZCclO9807i8m1pKSw4UbXd2fl31bY4QSaG6SeIeBNLh/2zIlchCCKeuASvySohA7KM292pfC4qXpyQNunx3nvvqbYZY7BarQm5tjy7LsI5V+WZIdIbrQKzZ88e1f5zzjkHixcvVvlJ3XzzzSErNiaTCbfddhtOP/101fGcc1J4MxC/3x8SEvicc85BXl5e3K9tlJuqoaEBhw8fjvv19bBY8mE2B03Zuo69q9qfbw6KkEdGKFQykThiprxwzt+Pph5j/5+98w6Pqkr/+Pfc6UkmM+kFQhOQJh0FRV1WdF1dC6hYcGmKfdW19/Zz3bXurl1RmiKiIrq7Krvqoq4KSpUqRUpCQnommUmm3/v7486tc++UZJJM4Hyeh4fJuXXuOXPu+563EZoqmULpJIKyF1+ZVakMtLbuB8dJq2MF+b/psvuSU1VVhZ9+UgZ/JlPwraO4XC58/PHHUe2LFi1CY2Njp1+f0jU4nU6MHx+toE+dOlVURuRxUn369NENvpYfI8BxHIJBmh62pxAvC53L5cLrr78e1b5+/fpOn5fUbogzZ85UbH/rrbe6ZG7UwmaTaou3tCjjgFwya0sVTZVM6UK6LFWyjIe74ZoUylFPgGUhX7Pra7MottfWfir7i8DhGNsl9yXH5XLhzTffVLRNnz49qYJvHb2+XEgoKysTt3Ech5dffln3+rSWR8/C7Xbjyy+/jGofMULpCiOPk9ILvna5XFEV1gFEpdumpCeJ1HN544034PP5xLa8vDw4nc5On5e04qcGDRqEgQMHivuEw2EsWLCgW8aawzFO/Oz3K1OGy98xHICQLJ6MQulMUqq8EEJGEUKeIYT8gxDyJSHkv+p/qbwehUKR2N+mNNsPUCkvTU2S4G0y5YBhunbtwuVyYdGiRYpMT7169cLIkSOTqpfQkeurhYShQ4cq9gmFQpoCKa3l0fNYuHChIjhfiCWIN77UwdfqcSOPgQmHw3jttdeowpvmxKvnsnDhQng8UjA6wzCYMWOGpithKomV+OHiiy9WxL+0trZi8eLFuspXZ42zgnwpUQHHBeH1Vop/D8hQvmPKfYFOuQcKRU3KpBdCyIUANoBPh/w78DEwv9L4R6FQOoH9Kp/jYlW2sda2veLnzIyB6Az0XDOEl3Rzs1RE02g04tJLLwWQfMG3ZNETEoYNG4bs7GzFvj6fDwsXLhSvT2t5pB/xXIA++eQTRSa7kpIS3HLLLUmPr0QUXq/Xqxgv6mOpwtv96M0vwoKKOt5t5syZKCoq6vR5KVZtqi1btkTFv7hcrqhaMp09znJyTgFfCYOnpvZf4ucyi9I1+QCNe6F0Ealcen0MwM8ALgUwEsAAAP1V/wZA/iugUCgpo9wrrXoxgMKywrIsAgEpniMnp2NpPbWI5ZohvKTlhEIh7Ny5U/w7FQXf9NATEpxOJ+bNmxcVkNvS0oIdO3bQlLhpSDwXoL1792L9+vWKtuHDhyctiOr1/ejRo6NqwLS0tCjORxXe9EOr/zdt2qRYUAGAs88+G8cdd5zucamcl2LVphoyZEhUGyEEY8aMEf/uinHGMAxMJuk+Ghu/U2yTC5GHvNTyQukaUqm8DAZwGcdx73Mct53juIMcxx1S/TsIvuYLhUJJMUaZi0GuKk2y270NQnFKACgs/G3Krx/LNePEE0+MsnA4nc6ol20qCr5pEUtIEOorqAXSyspKLF68mCouaUascdbU1IR33nlHsX9mZqYY55KMAhNL4b3mmmtgNCp/Y4JgSxXe9EXd/998841ie35+vua801nzEqBfm0ooXClfWOE4Dh9++CGAri2SmiGz1Le27lZsM8neO5XUbYzSRaRSeWkAUB5vJ47juiZhOoVyjMHIbJon2G2KbbW1n8n+MiAra3DKrx9LMPzss88Urhl2ux1z5szRfWmnWkAAYhewFARSi0Xy4d65cydcLhcVQNOMWONs9erVClcbk8mE+fPnK/ou0ZX0eArv9ddfH3VMVlYWVVzSHHk9FznCWIl1XGfMS7EQFlbkVvT9+/ejqqqqS8dZbs4k8XMg0KCIJbPK0iUfCdCMY5SuIZXKy/sA4uZepUH7FErnIC8SlqeyvITDreJnm60MnYWWYFleXq5w4zGZTLjqqqvSTqgTFBg1QtahWNDA7K5Fa5zt378f+/btE/chhOCGG27QVZATWUmPpfDm5eVhxowZirYPPviAKi7dTLx4KIBfmFDHk1x88cWKxYt0wel04sorrxT/DgaDeP3117tknJVXLILPV4XConNlrRzcbinVfaZMeakP0EKVlK4hlcrLfQAuIYT8kRAygBCiNwucnsJrUiiUCA1BKYuXWnlp8x4UP/cqVQpcqUYtWC5cuFCx/aKLLkpboc5gMEStyO7btw/vv/++7jE0MLt7UI+zpUuXipnsCCGYP38+cnJyYh7f0ZX0YcOGYeTIkVHtVHHpHuLFQwF83Zb//Oc/Ue2rV69O27TXAwYMwGmnnaZo6+wiqeUVi7B37+PYtGkmjIYMECIVPfZ49oif7QbJClPdWtsp90KhqEml8uIGcDGAZwDsBdBGCAmr/6XwehQKRUa9zGSfL8s0xnFsJOaFx549Ej5fFcorFnXavei5ZpSVlaVt8LKghAjV0+Xs2LEDK1eu1D2GBmZ3D8I4U3P++eejtLS0S+7h17/+dVTb7t27NfakdDax4qEAPoPXJ598omgbPXp0l9WZ6gijRo1S/M1xnCLtfKopLPgNbNY+8PrKsWnTTOTlSkVa27z7AQA+XxWMXsntso1kddr9UChyUqm8EPAxL7H+VaTwehQKRcaWphrxcygkxZd4vYcQCrkjfxGYTfnYtGkm9u59vFMVmEAgEOWace655+rs3b2olZBbbrkFF1xwgWKfbdu2icGyWsfQ1fbuQat4ZP/+/bvk2sIYUPPvf/8bDQ0NXXIPFIlY8VDbt2/HRx99pNh/7NixuPDCC7ukzlRHcLlcePvtt6PaO7NIqtVairFjl4kKTHPzJnFbS8tW+HxV2LRpJuys9N5pDdNkspSuIaVV6jiO6x/nXz/QVMkUSqdQG7aKn/cdXgWfrwoA/6IRsNn6YOvWa+D1lcNm7YPCgrhhau3C5XLhtddei2pfsWJFWgoGWkrImDFjcP755yv23bp1K1atWkUVlzShqqoKn3/+eVR7Vwig6jEwebK0Ms2ybLdVRD/W0VJgdu3ahQ8++ECx3/Dhw8Xfd7JptLsS9TgTMucBfPxLZ44zuQITDEnXaGnZio0br4DXV44RJkl5KVDVFqNQOotUKi9vJrjfoym8JoVCiRCUGTmc4V+wadNM+HxVOHz4LbHd768VFZexY5fBam2fa02soFiXy4XXX39d4dKQm5vbIwQDtRIyduxYnHfeeYpjfvrpJ/ztb39LSHGhgfwdI944e/NN5Wvn17/+dZeMM61xM3XqVIwfP17cx+fz4c0334x5/3RstI94QfmCMuJwONDU1IQVK1Yotg8ePBiXXHKJ5jGdUc+lvWiNszPPPFOxT2trKxYtWqT5PFIxxgQFxmrpLbaxrA8+fwVs1j44Y/BVYrs7zGqdgkJJOSlTXjiO088xqKTz/FQolGOEBRV1OCzLqR9gWcgdtMrMLLy+cvx7440od1eK7SzrTYniohcUK1SsbmtrU7SPHDkyLVc2Y1W4Fhg3bhx+97vfaR5/4YUXxlRcaCB/+4k3zl599dUon3+z2dzp4yyWwqseC263G4sXL9a8fzo22kciQfkCWjEhAwYMwBVXXKG5f2fWc0kWvXG2a9euqH2bm5ujnkcqx5jVWopx45arWgnGjl2GkqwisaUhEIpyFaZQOoOUuo0lyIFuuCaFctSwoKIOD+6rxEWb94kKzAGvX7HPb054EB7LSDzsvxo2ziW2m4y5HVJcAP2gWOFlqa5YbbVaMXr06LR0zYhVy0PO+PHjMWXKlKj2JUuWaMY20ED+jhNrnC1atAg+n0+xv8PhEKuSd+Y4i6XwjhgxAllZyqBll8ulWMWnY6NjxAvKB/hn/MYbb8Dj8SjaCSFRrqBquqOeixZ640z4/mrk1qKuGWO8kiLPbBngOHio9YXSBbRbeSGE5BFC+sj+npXIv9TcNoVy7PLbAgf6Ws045AuICoxaeTGYCvEn8igMYGGGZKEZM+btDikugL5/uPCyVdyHwYDrrrtOsTKdbq4ZsWp5CLhcLmzZsiWqnWVZvPzyyzhy5IhiXxoP03FijTO1gpyRkYG5c+d2yTiLV7zy6quvjqoXImSvo2Oj48RTTl0uF1566SVNxYXjuLRYNEkEvXEmd4mTwzAMxowZ0yljTAjOV7Np00xkhGsVgczyemMUSmdB2mviI4QcAJAPoIzjOBchhAUQ72QEAMdxnKFdFz2GIITsGDZs2DCtTDoUyuGI4nLIF0BfqxnTi5z46yE+xz4DoCyi3JzGfYlr8bJ43Ckn/6/DyouA+iU5c+ZMvPnmm/B6veI+11xzjWbKWkEITYcVzniov+e5556LFStWIBiUUlMzDIOZM2ciLy+PCqcpRv38Bw8ejB9++EHcbjQacdNNN2k+5+4aZ9XV1Xj11VfFvxmGwdVXX43333+fjo0UoSWkh0IhvPzyy4oK8ABwzjnnYPDgwUfVb1NwnZRbIEtLS+H1ejtFcfH6ymEwZCEcFpRCAoCDzdoHlwX+ikBE+vv7kDJcWpLXoWtSjg2GDx+OnTt37uQ4bniyx3ZEefkUQD8AYziO80eUl3jB+ATAg1R5iQ9VXijxkCswdgMjBkvyrxSgCPV4jLsNWWgVj+lovIsauQChZsqUKTj99J5dk1ZvFdPn8+Gjjz7SXdFPJJC/pyhv6UCscXbjjTeioKCgG+4qNt99951mJrSjQXDuKtatWye6AmoRa1wInH/++Rg7dmzU/kdDP7hcLjz//PNRylpnKC42ax8UF0/DgYN/j2wlsFnL4PWVYzZZgRB497E/9i3C3QNKOnRdyrFBR5SXdruNcRx3DsdxwziO88vaHo3z7xHQVMkUSkrobTVj5ZiB6Gs1K7K8CIrLfdz9sBPJOkCIUSw4JqRR7ih6xSjHjBlz1CouAB/Hc+mll+KUU07RPPb888+ngfwpxOl04sorr4xqP++889JScQGAU045BcXFxVHtPV1g7ioSCcx3Op2YNm2a7jkuv/xyUXER9k+3uLuO4HQ6MW/evKj2Sy+9NOWKy9ixy5CXd6psDw4jRrwEm7UPTJzkmnzEL30+7AtgQUVdh+6DQtEilQH70dGsHduPQqHEQVBglHC4j7sfZdYMmM1SYKc9a4SiYnKqFBi/3x+VYebkk09Oybm7k3iZyAghOPPMM3HGGWdEHbtkyRLs3Lkzqp0Ga7cPjuOwatWqqPbjjjuuG+4mcaZPnx7VtmHDhpjH0BTKPIkE5jc2NmoWCSWE4JprrsHxxx8ftS0d4+46QlZWVtTi0cqVKzt83tq6f0el1c/MHApWtv582FPNb5MtktUG+JgXwTPgwX2VVIGhpJxUpkr+OpX7USiUdsIBVgufmz8UkoJWMzMHKiomp0KBcekUo3znnXd69IomkFgmMpfLhU2bNmlue++99/CPf/xDse/R5LKSKuLV7ACANWvW4PDhw1Ht6bxy7nK5sHy5Or0s8O2332Ljxo26x1CrHE88K8nevXvx/PPPa6ZDttvtyMjIiHvudEiJ3BGE8aJePKqrq8PmzZs7dO4+ZXMxaNADCjdjo9EKQMou9vgvB1GPfORac8W2hmAoKibztwUO9ekplA7RHamSKRRKihBeEgoIwZ/Io6hHPsJhKXg+M/M4RcVkr68ctXX/jnn+eEUCX3nlFYW/9YknnnjUuGQAsTORqZWRefPmwW63K/bZtGkT/v73v6OqqgqvvfYaLWypIhHXoB9//BHffPON+LfFYsE111yT1uNMPTYmT56s2P7Pf/4Te/fujXnMsWKVizXHqBWY1157DS6XC5999hmWLVum2JcQglNPPRU5OTloaWmJOy7SJSVye1GPl+uvv16Rpvsf//gHKisrYx4fb57pUzY3Kj7SZLCKn7lgPS7avA9ZJrPY1hAIKRSXlWMGorfVDAollfRY5YUQYiWEPEwI2U0I8RFCqgghCwkhvbr6XIQQIyFkIyGEI4Q8kvSXoVDagXx1y8pIpnynkaDcz2LGpp3gICkWWXY+Jk5QYAYNegB9yubqnj9ekcA33ngDfr8yRfPR5lOuh5YVpU+fPvjjH/+IESNGKPZtamrC66+/Dq/XC4ZhMG3aNBoPEyGea9COHTvw6aefin8TQjBr1iyUlpam7TjTGhtTp07FuHHjFPstW7YMVVVVusccC1a5ZOJaGIaB1+vF3/72N0W2OQDIzMzETTfdhDPOOCNtx0Uq0RovRUVFGD16tLgPx3FYtGiRZjKDjswzJpNT/NyfqcIhXwB7WqWMZ1X+IFVcKJ1Oj1ReCCFWAF8CuB3AvQByAJwHYBKAzYQQdRBAZ5/rHgBj4+5FoaQItVm+j1WqK3HvgF58EL+vWpEdw5E9UvxstZbGVFyA2EUCFy9eHFVHwW63Y9iwYUe9AhNL0GQYBhdffLFmrAPA14V5//33NZ/HsbjyHmusbNmyBe+//764LyEEv//979GrV6+4x3YXscbGeeedhwEDBij2X7hwIQ4ePHhMKi5A4gUnP/zww6iMWvJz3H777cjL49PzpuO4SCWxxtj48eNhs9nEfUOhEF5//XXF9+/oPGOxSEkozjBtRV+rGV5WcltjAaq4UDqdHqm8AHgIwMkA7uU47kOO47wcx20EMAN87ZnFXXUuQsgIAA8AWJv0t6BQ2oFacVk5ZiA8Mr/vQRlWrBwzEMPNUiE/g6kARqNd63S6xCoSqBYGLBYLrrrqqrQuRpkq4gXyA8DIkSPx+9//XvN4t9uNV199FQ0NDQD41efy8vK4AuzR6k6mNc727duHjz76SLHfxRdfHCX8p9s4izc2rrzySlHIBnjhcvHixceE4qLlHqbV9+Xl5eI4d7lcUcK3nDPPPBOXXXYZGEYpyqTbuEglscaY0+nENddcA5PJJLZ5vV6sWbMGQGosfBm2MvGziW3ByjEDowRJqrhQOpt213npLgghNgC1AMwA8jiO86i2fw/eanIqx3Hfdua5CCFG8ErLdgCHADwMQEgJ3SFonReKHgsq6vDgvkrF6lb/r38SV7/WTDgeQ7Ns2FH+Hqr33QsA8FlH4NyTP27X9dQvvFGjRuGrr74StzMMg5tvvjmtigR2NqmoP8EwDIYPH45t27aBYRiwLBtTcRHO11ODjDvyzE455RSceeaZuudOp3EW73sGg0EsW7YMBw8eVLTfcsstyMnJ0TwGSK/vmCyCe1gi41v4LYwfPx6bNm3StbgAx249pXhjrKqqCq+//rr4t8FgwPz587FixYoOK8p1dV9g67ZrAfBWmH7j1uCktTshT5uwYdIwqrxQ4tItdV66kV8DyALwk1rZiPBd5P8LuuBcdwPoBeCPCVyLQkkJ88sK8H8De4mKiycUVpjt80x8NhhbuEZs65Pdt93XU69iyhUXAJg3b57uS7CnB8XqkUwg/6233oobb7xRsRoK8C5k27ZtEz/rxcMcDe5kicY2jB8/Pqq9X79+MRUX4dh0GWexxgYAmEwmnHPOOVHtH3zwgaJaupyeHgsVzz1MHtciKCsbNmyIUlxMJhPmzJmDW2+9NSG3sHQaF6kk3hgrLS1VpKsPh8N49dVXU2Lhy8yUPOn9/hrM2LQL6nxv0zbtxWFfABRKZ9ETlZdRkf8P6GwX2kfqbE/JuQghwwE8COA6juNcCVyLQkkZ88sKxJWtn1uVAk+20QAA8PmkTDPqjDHJ4nQ6MWvWrKj2s846C7179+7QuY8m9NwyCgoKcOONN8Lh0E8ZyrIsVqxYoRDE1qxZIwbdxhI60t2lLJHYhi+++EKzIv0FFySyDtVzcOmkUK6srMSzzz4ruhPK9+9Jymt73cNWrlwZ08pitVpx4403ol+/fkd9XEsqOOuss6IKuBJCOuyaaLWWyP7i4PYdQW+LcmGmwh/ERZv3UQWG0mn0ROVF+OU06mxvUu2X8nMRQgwAFgFYyXHcP6KOSgJCyA6tfwDSu/oaJW2o8CkzflkN/M/a45H8vK2WjikvAPDZZ59FtQ0bNqzD5z1aiOdP7nQ6MXfu3JiuQa2trXj++eexdetWrFmzBl9//TWam5vhcDhiKi7ptCrfHuF1xYoV+PZbbS/fpUuXHjWCqXqMXH/99SgqKhK3B4NBvPTSS9i/fz+Anqe8xrKwqcfA4sWLsXr1anz++ed46aWX0NzcrH3SyLHXXXdd1O+JKjCxueSSSxR/cxynWS8pGRjGAoNJUopGmF34aOwg2GRxRyVmIw5FYjOpAkPpDHqi8iJUntL7RfhV+3XGue4C0BfAzQlcg0LpVA77pOrGRll6MY9nl/g5GNTTzxNj9+7d2LNnT1Q7FRgkEgnkl7vH6MGyLD788EN8/bV+PV9BQYi3Kt/VQm17hNdnn30Wu3btUuw7duzYhF2Degp66W3V9YFYlsXSpUvxzjvvpK3yqlebRW1hkyuogLZ72HfffYdgMBh1LgGGYTB9+nTd39PRGpjfUfQsfB988AFqa2tjHhdrHB32BbA/LCWduLdXK3pbzcg1GcS2hwbyGS+pAkPpLHqi8tIW+V8vGsyi2i+l5yKEDAMfmH8jx3ENmkclAcdxw7X+Afilo+emHBsc8UsvfjPhf9IsGwLHhcT2rCx9V5N4Fc6rq6uxYsUKRduVV155VAmWqWDixIk4++yz4wYQr1q1CizLwmaz4dZbb8XNN98Mi8Wiub9Ac3MzFi1aJAoWq1evxqJFi2KuyneHUNue2Aa3263Y58wzz8T5559/VK2sx7LKWSwW/PGPf0RJidJZQGuxIN55u8KlrD0Kqtw97IMPPojpHmYwGDBz5kzceuutsNlsYFkWq1atihnXMnv27B6byKIzUI+L0lKl5f3VV1/VfJ6JzBmf1TWjkpWUl2DTlwCkWEsAYAifcUxQYD6r07eqUSjtoScqL9WR/3N1tgs+GUdSfa6Iu9hiAP/iOO6DBM5PoXQ6NQFJebEZeNNLa6tS8MnOHgUt4gVSNzU14c0331QIG2PHjsXAgQOPGsEylSQTyH/ttdfC6XQiNzcX119/fVw/9ObmZrz44ovIzs6Gw+FAc3Oz5qq8VuplLaG2I1YZPYVXLbwuWrRITNMqXDNWzY4ZM2bglFNO0T1fTx1n8axyDMPg2muvxfHHH695fHNzs+K7d1V6ba1+1lJQ5ddRK6gMw6CgoABr1qzBiy++iJaWFt3r2e12/OEPf8CgQYPgdDpx7bXXHtOB+e1BS1GeMWOGwtrLsixeeeUVxfNMVBGeX1aAfhbJyuL382JUrkx5aQyG0TuSDfP/BvbC/LKCqPNQKB2hJyovWyL/99fZLrRv7YRzlQGYAOAiQggn/wfeGgMAD8vaH0ngHiiUDtEYkCwsmQb+pdLSsk2xjzLIUiLWSrkrUmNB7tJhtVpx2mmnATh6BMuuIJF4mOnTp8d0JwP4uiDvvfeebnyAoIxq1Q6RC6LyFdZ33303qt8FQVR9zLp16zQVXrXwOnv2bFHB+vrrr7FmzRo0NjbGrNkxY8YMzRiqo8E1KBGrHAD89re/1d0mLCSsWbNGt4+BaJdCYRVdrYjI+1OvXd7PQruWgrpo0SLxOnLrIsALym+99Ra+/vprhEIh6MEwDC655BIa19IB9OYZZ6T+ixy/348FCxYoxkqi2cjGyBKPBIN8aHCGQZq7dnu8AIDeVjNVXCidQk9UXtYAaAUwkhCSqbFdyA+YSCB9UufiOO4gx3FE6x+ARyP7PiprfyTRL0WhtJemkJSoUsg0Jre8MIy+S1Is4eDzzz+H1+sV9zUajaK1QO/4nihYdgXxVt7lAp+gwJx66qnIyIgfutfc3IxXXnkFtbW1KC0tVax4C6mX5YKofMXeZrPh559/VgiocqVGfczq1avh9Xqj4hriuZp8/fXXeP7559HWpu/N+/nnnx/VrkHx0tsKzx7gs0Jp4Xa7xVgorfTaei6FXq83ShER+kyvXd7PagVFraAKFsDS0lIsWLAgZn0jgYyMDEyePBkAxDGr5R5G55jEiTXPFBcX4+KLL1bs39raig0bNiRduDIjU8onFA7zv+lDssQxPza3dvzLUCgx6HFFKgGAEPIX8DVWbuA47hVZ+3AA2wCs4zjuZFn7FABPAniL47gXOnKuGPf0CGiRSko3MO77HaiMxL2clpOF90YPxJYtV6Gh8SsAgNmcj1Mn/xDzHOqVtwsuuABLliyBMD8QQjB//vwo32n58UdjMbhUoldYTv3sp02bhqqqKkycOFGxzWQyxQxslkMIAcdxojACIKoIoHCtVatWoampSUzj3NzcHLVNXURT73zqbQaDAeGwugoEj8ViwZw5c2Cz2Tpc9buno7XyDQCvv/56TIUP4IX7OXPmwOl0wuVyYdGiRaJlzuFwYO7cuQCkPpH3s95n+T1onU/rWskgv+d169ahtLRUHGuxFHw6x8QnXgHLf/7zn9i4cWNUezK/vdq6L7AtUqgSAKb8ahdm/FSOb118ubzeFhM2nJx03UHKMcaxVqQSAB4DsA7Ak4SQaYQQGyFkLID3ADQAmKPa/3bw7l5PpOBcFEpa0RqW4gfyI37HPr8U8mUy5UUdo0Yr0Fa+sDF16lRdxUU4ngoVsdFaedcSWvv06SM+S/kKt6C46K3KyxH6rqmpCa+88goaGxuj4hCmTZuGPn36aK6gC/ehdYzghqK1raWlBS+//LK48q6nuGRnZ+P6669HSUnJMe8aFM/VJ54w6XK58MILL2DTpk26++hZSubOnYu5c+fGjKFSEw6HsWvXLrz66qvtUlzU2cMmTpwojsN4yR7oHBOfeBa+8847D2PGjFG0JVv/xekYrfjb7d6FfLMU8yJ/J1EonUGPVF44jmsDMAXAXwE8BcAF4BMAPwIYw3GcOk3LCgBuAAtTcC4FhJCDejEv7fpyFEqS+GTBz4VmvlhYIFAvtiVaoFIQcNT069dPEURNSR2JpFdWc9ppp+HWW28V942nzPj9fixduhQLFy5UxCF88MEHUQUR5ahd2eRuPerAe5ZlsXDhQixcuBCBQOy0qAzD4OKLL6axDUgsFmrOnDkxi5sCvELxj3/8A3/729/Q3NwMg8EAq9UaFeifDEKMjXA+Qgiam5vxwgsvYMWKFfD5fLrHGgwGGI28MJuTk4PTTz8dAHUPSxcEdz0BjuPg9/t19o7GbM4HIM07bvc28d0DAN4Y2eQolFTQI93GjgWo2xglUUrXbIHwqnj0uFJc26cQa9YMBcvxQmRZ2TwMHnR/QucqLy/HwoVKHf/mm29Gbq5eQj5KR4nl5iEXbh0OB0aPHo0pU6aI29rrtqOH4G4mx2AwwOFwwOVyxUxxq4fBYMDw4cOxdevWKBezWJaonhzfkihCjEq8ApTyfp48eTKysrLwxRdfxAyA18NsNoMQAr/fr+hvQQlOhUyg1c/UPSw9kP/G5BiNRtx0000JW1/WfDUcLMsrsL16XYmvbDfikV+qAAAGAJVTRqfwrilHI8ei2xiFQonAyBbeB2XywfmC4gIAmZna6VfVyAOG5bz11lvHxCp4d6Hn5qFelZ87d66ouGjhcDgwb9488VxmsxlZWVlJ3YuW4BoOh9HY2JiU4iIkHXA6nfjDH/6A6dOn4+yzz8acOXPiugb19MD8ZIiXhUwYA4I71+mnn46pU6di4sSJuOmmmxTFLRMlEAiIq+zy/uY4LmnFRahP5HA4cOutt2LevHmabobCd6XuYd2Lek456aSTxG2hUEjMPpYIRmO2+NnbdhBlVqlcnrazKIWSOqjyQqH0YNrCLEIyeWN4Vga83krFPtnZJ8Q9j8vlwoIFCxQxCn369Dnm3HjSiVguZWqhVohZqKqqEhWEQCAgBnsTQsSVdZPJlLKAeIZhNNM7sywLh8MhBmUDVHjVo73Kq9PpxCWXXKL5/BOJi0oGq9UKQyQNu/zcfr9fEcRfVVWl6WYoh7qHdQ9aLoqnn366oj9bW1sTnuvNZikFss9/BH1tylrfDYHkrYIUSqJQ5YVC6cE0BpUviByTAcGgFMdAiBGZGQNjnsPlcmHx4sVobZXSWzIMgyuuuOKYjENIF/RW5bWE2rlz54rWCq1g+rlz5+KWW25BTk4OgsGgWChQrtQYjUZRQJXDMAxycnIUwqvcxUhwD7r11lvF2IZYUOE1MdqTXvv0009HTk4OOI5DdnY2MjOjKwCYzWaYTKaodnmciryPHQ4HLBYLwuGwON70YnCEMUstbOmFXmxVRkaGwvoCIOZc75LVc7LZeontwWAj+qmUlwPexGNoKJRkocoLhdKDaZIpL3YDAzPDwB+oE9tstjIwDC90alXLFl5q6vb+/fvDarUes4HU6YLWqryWUCu3VmgF2ldVVcVUahwOB0KhEMLhsOgCdOuttyInJwcsy6K5uVkUXm+55RbMnTsXDMOA4ziFe9CUKVNw+umni5YgvfFChdf4xHIpUwujc+bMwdlnn40pU6aIWcVaWlrQ2tqq6E+Hw4FAIIBgMBjVHg6HEQqF4HA4cMstt4jjQp2FrKqqKsriJ+9nLQubloJ6rFnYupNYinB2dnbU/lp9Jq8BtG7dOjiyx4rbGMaKLKNRsX+FjyovlM6DKi8USg+mMSi5eeUIaZJ9ktuY1cJnGtOqig5ILzU5hBD88ssvURXT6Up5etAeoVaoGaOVPUywwqjRS4cMQDcLGQBMmTIFc+fOjavwUuE1Pu1Jr90V93T22WeLFj+9fqYKavoQa84YNmxYlIWuoKBA0WfqMTdkyBDk5koZKIPBJnAcB6PMW/GwL7GaVBRKe6DKC4XSg9nSIrl6mSJuHgrlxcqb9ocMGaIpZEycOBFlZWWKcwrFDYcMGSK2UUEkvdCLk1CvsApCrZZSI4yH5cuXa66kl5eXayopmzdv1jyPfFxRhbfzaE8s1ObNmzXbFy1aJGYyU/f/5s2bdS0swviL189UQU0f9OYMp9OJ+fPnK2Kn6urqUF1dDUDf5cxq7S3uz7I+BIMNMBPpHEf8VHmhdB7G+LtQKJR0ZZvHK352RdKm+nxVYptQ40UQMoSX0JIlSzB79mwEg0FUVioD/PV87Kkgkv4I/aNOvawl8M6ePRurV6/Gzz//rKioLoyR77//Xjxm2rRpYopbm82Gs88+W7yGfFzJU9wK22ja29Si18dAdD8LbQCi2uXpcrXa5f0sb1f3J+3nno/T6cSsWbOwePFise3dd9/FnDlzdOsQmUzZMBiyEA57APDvnUGZFvzk5t9JxZbouCoKJVXQOi9pCq3zQkmEaZv2Ym0zb33pYzXjx0nD8PU3YxEK8TUhBvT/I/r3v0ncX76K5nQ6kZ2djfLycnG7M1IUL1XZqCjpg149GXW7vM6GfFus+hu0Nkf6kGw/A9Dtfzm0j49+li1bhr1794p/C3WA9Ba0fvjhHHhadwMARox4Af9XPxwf1PAK8W39inBX/5Iuu3dKz4PWeaFQjlGaQlLMS7aRD8wPhaQYBoNBWedD7ubhcrkUiktmZmbaKS7ubysRckVX8la3h1w+uL+tjNpPr/1YRM9tRN0ut7DJt8WyvFGrXPqQbD/H6n85tI8l9OYl9bZY8086zk0zZsxQZBzkOA6EEN06RAxjET/X1X6OPJPkzCOPx6RQUg1VXiiUHoxbprzkmgwIBFsASNZUuz16QUNQYNRcffXVaae4NP9rP+pe36YQFNTtIZcPda9vQ/O/9iuEAb12CoVCaS9685J6m/9Qs+78k65zk8lkwqRJkxLeP8xKGcU8rbuRq1BeaJ0XSudBlRcKpQfTGpaqnueZjHC3/KTYrqW8AEBVVZXib3ldh3TBNiIPhlwrwo0+haCgaH91K2pf2Ypwow+GXCtsI/IASMKBup1CoVA6gt68FLXtNe35J53nJpfLBbWrOsdxuhkDhZhKAAgGG5Brlqw2jbRIJaUTocoLhdKD8bGS8lJkNsHt2SnbysBozIg6RkiZKyfWC6q7MDqtKLjmhChBQWx3WhB2+cE2+8E4LCi45gQYndYo4UBop1AolI6iNy8J23IvHQwwBGA5gCHIvXSwOP+k89wkj4e02WxiO8MwuinPMzL6i59DITc8Mk+An9xtnX7PlGMXqrxQKD2YICu5iJVYTGhr3Sf+bTBoKy5LlixBMCilsSwuLu7WIpSx/MfVgkLt85sRbPSC4zjIc40IRqN0Fg4oFMrRgZ4CE3L50Lhij6i4gOXQuGIPAo1taP78oMJKrDc3dUcsjDod8uWXXy5uY1kWdrtd8/2QmXm8bD8/TLJ0y3KvAAol1VDlhULpwchDIntbzWjzVoh/m0xOxb7yF5Sck08+WVGroSsVmFj+4wLiaiYB2LYQap7agJonN4Bt9gMGAhgIwi4/qp9cj+q/rE9IcUnHYFkKhZJeJLOwUv2X9ah+kp9/iMUAcx87Pzc1+lD71Ea4v6yIshKr6Y5YGL2ip7169RL3GTp0qOb7ITt7pOJcxaRZ/MyCV3wolM6AKi8USg+lQeVT3Ndmht9fLf5tMReIn+UvKJNJyr/PMAxGjBgRVWyuqxSYWP7jAiGXD/VLdsrzEEiEOf4foNjunDEwpuKSjsGyFAolfUh0YcU5Y6DUIExF/jACB1ukuUkG2xoAG4wW6rsrFkav6OmwYcPEfXbt2oVZs2ZFFSPNzBioOFd+aK/i7zoa90LpJKjyQqH0UA54/Yq/+9nMCAZd4t9WW5n4Wf6CkgfmFxcXi5WVu6Mqeiz/cQAIHGlF9dMbwLUl9xJseG07fBXuqPZ0DpalUCjpQyILK/5KNxpe257ciUMcap/dCM8PR6SmbnR3nThxIs4+++yodMjHHy+5hLndbhw5cgSzZ8/G2WefLabMZhgGhEiLYdkBZbD/ftU7ikJJFVR5oVB6KBU+5Yshy2gEy0pBkpkZx4mfhRfUueeei0AgILaPHz9ecQ5BgZG/oDobPQXG/X0lav++KXr1kkCauYyE/1sNB9S/tAWejTViE42HoVAoiRJvYcWzoRp1L2zRtAgTiwGZk0pAMvWrzLtW7UPty1sQqG3t9nlJqzZQfn6+wkq/bt06zVo/RqNUSyzk26+Yjst9QVAonQFVXiiUHkqu7MVSYjGBZQPgOCkKxm4fpth/4sSJ2LJli/g3IQSjR4+OOm93FKPT8h9v/sf+qP1IphHFd09A8V0TwDgsQIgDOMDgtCD/6hEgVoNif9f7e9C4ai9VXCi04CklafQUmIb3d8P1gdJFipgZ5M0aBkOuFZw/jNYfqsG1BmHItaL4ngnIv/aEKIkrUO5G7XOb0nZe6tevn/i5srJSM4bFZMoRP/u8lTDKLPtV/kDU/hRKKqDKC4XSQ2mSFQErMpvQ1lau2K4OpgSAffukbGRFRUWiy1g6IAgKejBOM4r+MEZ8ucvL0nAcYMy3oeS+iTCVZiqOa/uhOuFAfsrRCS14SmkvWgsr3o21yn2KM1DywEmwDcvTTZVs7e9E8V0TQGwGzes4fzcg7ealU045RfwcDoc1XYmtFqnWiz9QBzMjTcxH/NTyQukc0kdyoVAoSdEgU15yTAaEQi7xb5MpF2ZzvmL/uro6+HyS4DZu3LhOv0c5sTL3CDS+t0ez3ZBrReF1o5R1XFx+GJwWMA4L2GY/6l7fBrYtgKKbxyLjpGLN8zinHRdXQKAr7EcftOApRY9E5iWj04rsc/prbsucWILiW8eBMRt1UyXL68AU3TIWJDvanazh7V0I1nt176E75qV+/fopXMd++OGHqH1sGX3FzxwXhE22IFYboMoLpXOgyguF0kNplCkveSYjfL4q8W+rtSRq/++++078TAjB2LFjO/cGZSSSuad+yQ4E9jdHb1AVevNub5CsKNeNROH1I0UB1Lu9AQCQO20Qss/tF3WqhsU74a+MDuQXoCvsPR8tYVTL/cd/qBne7Q204OkxTCLzEgB4f25E09u7otod5/dHzoVSxi3F3HTtCVHzkoCmxZvl0LB0J1hfdHKS7pyX+vaVlJPDhw9HbS8sPFfxt90ofbfGQFi9O4WSEqjyQqH0UOTKS67JCJ9PeqlZrb2i9ne7JaG9tLQUBoO2+0JnEC9zT8OK3fDtalS05Vw8CCTDGLV6aZ/cC47fDRAFSUEwdfxuAOyT+e8dcvnQurYaUYQ51L20Bb79rqhNdIW95xNLGI1SYF7jhcHW9TW6BU9rnt9M6wYdxSSSUcz3SxMaluzQOBrwfHtEcYx8brL0dWjOS3KrceYppXytqgih2jbUvbENrEzo7+55afLkyeJnLdexDFsf8XMw2AinQfoxuUI0VTKlc6DKC4XSQ/lPfYv4udznj6m8tLW14cCBA+LfkyZNwrp16zr/JiPEytzj+fEIvJuVPuS5VwxB5vhiFN08RvMY++ReCkHS6LRGCwiRl33R3eORMb5IOjkL1L++DS3fSKuIdIX96CCeMCoWPBViEgC4vyznC56aGBAzwxc8/Qtf8JRrC0VZ/tRQa13PJV5GsbYd9ah/Y7sio5ixJBOFd47TPUY+N8WalwquG4mc845D0R3jQCzSQlLwsAf1i7aDC7HdPi8JGcbkrmNr165FecUi0dJvsRQCkO6/2ChzfeNCKK9Y1FW3SzmGoMoLhdJDaQ1LmV9sDIOqI2vFv9mwXbHv7t27xUwxGRkZ+OKLL7B69epuV2Dc31XC9eE+xX7OiwchY2SB7jGx3Du0XvamHBtyLhoE+5Tein1bPj2Apn/+0u0CAiV1xBsvIZcPDct/FhUXBUEWXECjIjjLoeHtn3ULqFJrXc9Gb8x4NlSj8a1dCsUl67ReKL5lLMx5GR2el4Q5xpRjQ+GtY0DMkjgWONCCmpc2o/a1rd2quKxevRpLlixBr17SYtiRI/uwd+/j2LRpJny+KjQ3uxEISElSJmZJGcZMvt3Yu/dxqsBQUg5VXiiUHkh5xSL4wpJrQZHZBEBa9d285Tu4XC74fFUor1iEXbskf+1QKASXy4WcnBwMGTKkK287SlBo/qcyHbJz2kBkjS+OeYzaf1wgloBACIHjN/2jgm5bv6tKOBMZdQ3qGegJo4GaVtQ8uxGsK/n0raw7gOqnN8B3UIrJokpvzyJWYL5WRjF1KmTHBcfBec4A3WNiKTCKWBiNccIrMGNBTJJIFjrSBrbJDybH0i1ja8iQIWLB4vr6erE9EDAhEBgEr68c6zdchnfeeRFtbTZxuyUgWfibWTNs1j4oLPhNl9475eiHKi8USg+jvGIR9u59HAFOWiUuMhvBcVJml4YGK95550Ws33AZdu16Evv2SVm8AoEAcnJyoioqp4JEM/fYf907qj135hBknRSdaEA4Ru0/riaegAAA2af1Rtbp2sfHykRGXYN6FlHC6JPrUfvXTeCCGpYVIeTAYlC470QR5lD/6lbUvbkNgZruLyxISZxEAvONTiucFxynuS3n8uNhn1Qa1Z7owoo6Tk8LUy5vgdGCyTZrtgt0xsKKULA4JycHHo9Hsc3b9nuYzb0QCFSiT9/3YbNJxZHR8r340UOcGDt2GazW6GdHoXQEqrxQKD2MwoLfwGbtA5aTAj2LGeVL02wqQp++7yMQqERj4zDIa4sJL6XOUFwSydzj+fEIXB8oXcXAAOYyu/YBEeT+41okIiAAgPO3A5B1RllUe8ObO9C2oz6qnboGpR8Jp7f9bcTSpuElBiNB/o2jUHx3pOCpPwzOH4bBaUHxPRNQeMc4EHO0MuPf60LtXxMrLEitdelBIoH5bVvr0LAoOjA/55JByBxVqHvuRBZWgOg4PS2IgYmSytgmP2r/vlmzQCTQuQsrcgVGTmVlI7ZtPQtebxZsNg+sVr+4zejbLn52IxsWi/aCFIXSEajyQqH0MKzWUvQb8ZaiSqPDu1Gxz5Ch62CzeeD1ZmHvnmFiO8MwmDNnTsoVFyAxAaF1U01UjAsYACziKj2JkIiAEHL54N1cp7mt8a1dcH26X7EvXWFPLxJVktu21qFpWXR6W4BfyS6+YzysZdkAogueAoA5PwNFt40F49Rf9c48qZha63oA8Vy8mv75CxrfiS7ACAAtX1YkZk2OobgkgjBewCJKMgvVtKHupZ90j+nMhRVBgcnOzhbbGhoaUFsbQvmhS2A29wLHSa6YmZxL/BwGUBugGccoqYcqLxRKD+QIp1wJC1Y+r/w7WAWzuRe2bfsNWNYotk+cOLFTFBcggcw9W+vQpCpCaRtXiOK7JiQc+NpR1C/7wpvHwJBjUezj+aYSNS9tRqC+jabKTUMSUZKbvyrXFUbBEOTNHBK34GnI5YPRyRdHNeRq93vLZwfh/ja69gW11nUfela5qPnp1a1w/fsAal7cjNbvqpT7FthQ+Mex3TYvFd81AfnXjVTsE6z0oPaVn3SP6cyFFafTiXnz5inaCCG44oqbMGH8u5CLkploU+y3p63znhvl2IUqLxRKD6Tc55f9xcHIKWuk2Kx9cPzg1xDwZyraR48e3an3pafAtO2sjxImbSPzkXfJ8UlnFGsvWi97c2kWSu4+EbYTlMJlsMKD2mc20lS5aUi88dL874Nwrz6kOIZxRKwnqqrniRQ8VaRX1qD5X3zWOi5isqHWuu4jnlVOHDuRoqSeNYcRPKyM57CNLUTx7eNhLsrstnnJ6LTC2s+B/PknKPYNHGpB3Rvb0mKMcfLiSJB+GwawIDI/zQqv/F1FoaQGqrxQKD2Qwz4pON+AaKFq4MCXsXz5f1QvGGD58uVwuVydem9awdKNS5XuO9ahOci7YqjuMakWFOK97PNmDoPjgoHaB7McGt7dTVPlphFa4yXY5IXr0/1wr6lQ7GsblY/Se0/i46GuVR5jG5GXUMHTxhV7AJYDk2FE8T0TkPv7oXJ5Da3fVaFh6U4Eqmkgf3eSiFWODbEIe7QzzjmnD0TejOPFv7t7XrIe50T+vOGKY/z7XAlnSEwVLpcLS5YsiWoXksLwDmISJpkbWaXsXUWhpAqqvFAoPZBqv/RCMEf9igk++GAlmpqawDDSRoZh0NTUhCVLlnRYgYkXMC289EEQFSxtGehE/uwRusfEy9zTHhLJRGafVIKcK4dqHB0Jmn3lJ/E7u7+thP9Qc1xBlbqTdYxk0tvWPLkBnm+Uz9p+RhnyLuf71D65l1j1XK3AJFrwtPDmMTA6rcgYno/8a0cqrDG+XY2o/RsfyM844qe3pWOj/STjGtb8uWSF8+5pRO1fNwGh6AwOOVcORdaJ0cHl3T0vWQfnIneW9rzUFWNMUFyampqQmSm35HPoXbYSgUAlzOZekGvzGWgVP1cHqPJCST1UeaFQeiA1sheCkfWotnLo0/d9FBYaFcrL4MGDxbz9HVFgEg2Ybt1YG6W4mHpnoeDqE7QPQOKZe5IlkUxkIZcPLZ8e0NwGAGwzX+vD9ekB/vu/Fl9xoe5k7SfR9LaO8wZEb2AI8q85AY4z+2ke09G6QQBg7edA4c2jAUO05ZMLaWeGUp+bjo3kSdY1zP1lOVyrD6Dp431oWLgDCGulnuOL1sZTlLtjXgKAjGH5cFwQPc5bviyPsq4LpGKMyRWXnJwczJ07V7aVgGVN8HqzsG3rWWAYKXbQTqR3UrVP/X6iUDoOVV4olB5IpkFK4ZrL1Si2BQJm2GwejDjhPwiFJCVnyJAhYtrLjigwibhmNP1jH9yfH4pqZ9tCXZK5R4tYmciiAmbvmYCCG0cBJtUUGebg+SYSoM1yuvEw1J2s4ySU3vanWjQu2RnVnjd7KKwDnLrnTlXdIHNxFvKvGh7VzrUGUfP3zdTVsBNIZFwAUtY4APB8dRita48odzAQ5F81HMX3JJYwpDvmJYGQywfP/6qi2tvW16DxnZ/BsVzU/h0dY2rFZfbs2cjPz4dZZupv9fRB+aFLUFsbgt8vtecQ6RlWuHbD54u+dwqlI1DlhULpgVjhFT+PMCh9/I9UTYHZ3AvNzW7ITfmDBw9W5O1vamrCzz/rZGSKQdyA6S8OofV7paBgHZbbZZl7kkVvhd1Slo3i28eByTLpH6yKh6HuZKkj3jhr+aoCjct3Kw+KDHfXx/s7rCQnaq1rUtcsisB5Q6h5bpPiPtIh0LonoeUepjUu/Ieaxd+T8IzZZv1AcSbLhOI7x8M6KLfLEoa0F/WYyb9+JAxOycrh3VaP+sXbwYVZzf3bO8Z+/vlnheIiZKl0OGRzffMpuOKKm5CTkwO/X0op7oSUQMbNmlBb9++kr0+hxIIqLxRKD8Pnq8Ivtd+Jfx9XeKpi+wUX3I8J49+Ft62/2GYwABkZGQCkvP1nn302Jk6c2K570AuYbvp4H9xflCv2tU8pQ/6s4WkpIMR70RudVhTeNDpmrQ+2yY+av2+C6z/UnSzV6AmWjSv3oGX1QcW+5r52FN01PqVjLFlrnW18kWIfLhBG9TMbEGhso4pLksRyD4saF6/xv6fmzw+J6c31YBxmFN40Oup33lPmJ2tfB3//BTZxP/8eF4488SMCVZ6UjbGJEyfi7LPPjipoXFAwWvzc3OyT1YHpJ7bnQCr2GzAWok+Z3N2MQuk4VHmhUHoYtXX/hissM9EbJf96s7kAeXm9YLWWoqVlithuz1Zm13E6nQkpLskGTMtdM4jVgPyrRsDxm36a+6eDgJCIa5DRaUXe5UN0U+UCAOcNw/Pf2O5kWlYZLXeOY80qk2jyB4PTwmev+8t6tK1XukraRuWj8PrRMOXYujW9bd7Fg2H/TV/Vzhxqn9qYcIYo2v88avcwuXUFUKWwjrhNub8s59Obx0T7d9yZgfntIZaya8jiFTBTqRRAz7YGUZtgXapE0aoL1revNL79fj9YloXT6UT/fmeJ7fmMFLAfAFXQKamHKi8USg+jT9lcBK2Dxb8zWclEb7WWip9NJqkicu9eY5O+TsIB07/rH9XO2M0ovHE0rINyovZPJwEhUdcgdapc+2/66slAPBruZNQqE02iyR8AgGW1g+DlGcWA7k9v65jSB7mXH697PK0ZJNEe64rcPazh3d2i4qIHEX6zZ5RFFSFV01mB+e0h3sIKYzGi8PrRYLKjrcJZp5YmFEfTnjF2/PHKsV1RwbstO3PGi21Otlr87IvTPxRKe6DKC4XSAzkStoufjaFa8bPFIqX6bGiQFIORI5XVmhMhoYDp7XVRNVwAIG/OMJgKMjTPm04CApCca5CQKtcxpQ+K754AkmHUPS/b5EfN3zbBf6gZ5rIsaYVYZZURVp7jBdkejSvyiYyxkMuHmr9vAtcSnXI1+9x+Hcoo1h4SsdZljCpE/rXaWfXqF+9EsMkb1X60B/JrWVi0+l8+zqOsKwyBuSwLgWoPav66EWxT7AKITI4FRcJv9sx+iiKksRSYdJmX4i2sEBMTVcgSAJo/3o/mL6MTpgh0REl2Op2KLJZ79+4FAFhl7x47K1ngQzrZ0CiUjkCVFwqlB9ISkoqCMYHD4mfB8tLW1oaWlhaxvahI6YufCAkFTL+tHfDfuOznuK5A6SAgxCKReJj82cNiu5P5wqh7ZSvqXtnKC18Eigrv4srzq1tR+8pW3WsdDSvy7Qm+DlS3ovrpDeC8Ya1TonVtddqmtzXmWDVXxTlvCDXPboL/sBvAsZHkQc/ColWXpfaVreI4l1s9hd9O3atbUfu3zeD8sdNRG5wWFF47skfEtugRLxNZyOVDw6Idmtvcn5ejYXn0wlIqlGQhfhIADh/m3z9mcyEEkdIOt7idAAhTBYaSYqjyQqH0MBoCSp9uo/sb8XM43AYAqKmRYgJsNhuys7PRHvRe9g0rdkcFTBuLM1F4x7geIxjEI94Ku0KwiigwGeOLQCwGrdNJGIj4fMxlWWI9CrbZH1Xc8GiJk2mPe1Djyr2ofX5zVF0Oc//shMdZd6W3FTNetQRgyLVGj4sQi7qXtqB+2c6jzp0wWQuLui6L8Dswl2WJ456YGCnDlpYcTAD7mX2Q9eveYpOevJxurqvtRTNhxKh8xT7en+pR8/wmsKHUZiLLy5PmoPp6PjifYYywWAoBAHZIC2csgOaQ9uIDhdJeqPJCofQwDnqVrhL2sCyI1ZAFAKiulnyOi4qKQEisAI3YqF/21X9ZD+/mWsU+thPyUHzrWJjzM3rUymYsYq2wRwkB1/Ir/LkXD0bRH8eCkaUyVcBBFMbDjT7UvbIVYZfUn/JuihUnIxcQYwm23aHUpMQ9CEDb+uqoeAbH+QNQeO2otB5nWgJi7sWDUXz7eJgHOKQdOcC3LSI497AkD3pB9molNUpB0bGwAEplg23x87+NSNYwLsgirOMixmSbUXz3BDjO6AvnWf17XGxLe9BNGHH5UNjP7KPYN1jViuo//whfhTtlmch69ZKeWVtbm/iZEN6NNgNtYCBZxhqD8ZIoUCjJQZUXCqWHUe5TvsSNnJTZJSNzEABg48aNYltmZiZiES/bExCjkjkA+9Q+yJs5TLFvugqWyaK1wq4lOFj6OkQhiBcijo/pTqaJkSDs8qP2ta0IuXy6cTJyAVFLsFXH0Oit1neGwNsR96CG5T/rB1+bGRTeMhb2k3vpnzMNxlnMDFHZZhTMPwHZ6mxkAiyHhrckd8t0SPKgNTdo9bEwlhRKqqqP41lY2GY/YIz8ZhL1MmII8mYOUSZM6GGxLckSN2HEGX2Re8UQxTFsaxD1L21JWba74cOlwqwsy8LniyiZHG9hIQAcRIrragxQ5YWSWqjyQqH0MA77pMBlo+otn23nlQiXyyW2mc36NUoSzfbUtq1Os5K54/z+cEyNFsaOFtcMLdrjTmY/ow8Yh34/8Afyfck2+VH95HrUvbZVOocsTkYhIKoEW+/2Bs0YGrlSI9yjIPDWL90ZVUhREF7Ux2i1y7fFSm+rJ7wyTguqn9kI1qVM5y3AZJpQfNs4mEuilfB0G2fxxgYhBNlT+iBHJxsZ6wmg+qn18PxwpN1JHpLts1jtWlYUrT4WxpJ3e4NmH8utRbEsLMJvQA/GYYb9jLLIH8rfhZx0GxepJKGEESMLkH/9KM2MiFmnxk9QEk8RLikpUbxXBDdls1lyW8uSxb00BqnbGCW16KfKoVAoaUm1X1JebCSoWKXMzByMQCCAUEha6RowQNtiAvDuPJ7vq0RBROtl6NlQDdcHezWP93x7BLZh+br1UQSBuieucOohfBfbiLy4VpncSwcjUOGBfXIvZE4oEreBIPbqMidtN5VkIFjjRbjRh9rXtqLw2pHIvXQw6l7bFiXY2kbkwfNtpeiKJsTQCEqN5/sq5F46GI0r9vCxBBlG+HY2oK66FQXX8FmLhHv072+Gb2dD1DHydvUxAFBwzQni3+I9yp6bQnht9qPp7eigYgDSMzLGXmNLp3EWa2wIhFw+tPxbPxMUWMC1ap/0tyzJg6Ivv60Ex/HPUK28JttnWu32M/oorCjCtQDtPpa7tMn7WHCFDDZ5UffKVrAtAb5PQ2ziFhZAIawzNhPMZVni99Oau9JpXKSSRMYYAFj7ZiNv/gg0vL5d0d788S/g/GFk/6pM0Z5MID/DMCgqKhLTJNfU1KBv376wWkvhdm8DAFg4j7j/V00tOLvAoXkuCqU9UMsLhdLDqA1IyksWkfsbG8AwRuzbt0+x/6BBg3TPFTej2JryKMXFWJzR7QHT3U173cnEuA4OvMvLdSPgnD4wpoAerGzlBT1ErDJ/Wa+bvQzQFhz1rDX5s4dFufkI2+yn99I8RtGuYeHRS28bcvlQ++JPogCsi4Gg4IZRKL57Agy51pixCwLpNM6SSb1dfM8EFP5xLIg5RpIHDmKSh9rXtsZM8qDXz3p9xjgsYvFPdV9mTijStaJo9XHupXztKcEFjGSbQGwGhF38mK15cgOvuADieNbEQHhX1GtGSK6XKsuTfXIvWPo64roNptO4SCXxEkYA/FhzfRB5F6gsMC2rD6Lh3Z/BRty52hPIX1xcLH4WYixtNskKn8lJQfvlXm2rKoXSXqjyQqH0MOplwY/ZMtM8w/DpK/fv3y+2GQwGWK2xX0JaCkywoQ2N7+2OWiG2jcpH8a3j0jpgurtI2p2M5RA63IasE0tQfMc4MA6dIP9YRBQVIZFC9ZPrRSFTEDrrXudXQrWETVEA1BCGLX0dSR9jdFp109tW/2U9WE9sIYZxmFF853hY+mSnZUxLR9ATEM1FmSi6bSyYnBj9H5ZcCute3Ypws3aSBz2lQq/PCq8fiYLrRsbMeKelDGuNZaGPxSD7lqBuims9hP53TO2LUFWbptuknKPZPawjRCnJd09A7u+HKpQY75Y6HPnTj/D94mpXIL9ceamqqgIAZGVKC2U5kPqCBuxTUg1VXiiUHoZL5j/shEv8bDLxZnnhRQIAWVlZCZ1TLQTUPL0RbZtkGcUIkDtraJdWMu9ptCc7mXxVWC6EMg4L8q8ZAcYe8StPNPZfEDRDYRiyzSAWA6/YPLkeda9qx9AAiQuosY5hgyw8646g5m+beAHWILvpRNyDGIK8K4Zouv709DGWSM2gvMsSTPIgcykEgLDLj5pnN6J5TTkCVZ6k+kw8pU7/C1YUxmEB4zDzVpSneCVZcn/kpPtKhMi4YLJMyLtquJQCmb+6+En8PV0b37rSkzOHpRq9sZYxPB8F149S/C45fxj1C9qXgUyeCKa6uhqhUAh2uxTI70Cz+JmmSqakGqq8UCg9DLfsReDk6sTPFjOfY7+pqUlsKywslI6Lk1XM6LQid+aQ6A0RN56MYfmax9CVTwk9dw61VUbuTiYKGy4/DE6LmOY1WNWGwhtHwZBr5QXDJJKXsa0hBMrd4PyRsSIXeFkpVXP1X9bzFhEh05OJkQTUp3gBlckyIWNCkaQIyY+J3FPY5Uftsxvh+mgfOF/kmmEupkDLZBmluhxH+ep6h5M8GEnMtzUXZOH+9yHUPr9ZtHwQMwMwRFReBascyTCCyTDy/Sxrh4mR+j/Sx8K52GY/2OaI1YyF1K8qRSohwhxfQPKm0QjVeKPGvVxB0XIP0+r/o9U9LFniKcmWPtkovHmMdiD/5JKEXNGEQP6yMmXMzIEDB5CRMVD8W17rxRPLTZBCaQc0YJ9C6WF4wtKLIEemvFht/MtbSFsJSC8YIXOQEJir9ZJi20Koj7gYycmfNxyWMv0il0drYGwq0Quy1RI2ACiepTo4v+DaE2BwWFD72lawOrUv2kVIJonKZA3WE0TbD9WahyQtuEYwOC0ouI6vfm7IMB/1wdcpS/KQBKISCSj6iWsLSX/K+y+YQgHTREBMBnBtIfE7NS7fLSaSEIw18ucCSMkC1GOgp/d/V5FIJjJzUSbyrh2BhldVgfz/OACDg7fQaCEfpwDfdwaDAeEwP8727duHQYMGgRAjOC4Eu8yluY2lygsltVDLC4XSw+hlNYmf83FE/Jxh64+amhpwMh+QwYP5IFqtIoFyWF8IR576UVqpl9G0cl9CdWCoUBEbLauMlrAhf5ZarluBCk+0mxFDUHD9SBTdPV4skEmsRn71vRuwDHSCZPJrY0yOBQXXj1S4B8ndlI6V4OtUJXkouH4kCu8aByYrYpWJEevfVTBZZhTeMQ7F90zgY7eCHK+4OPn4mUCFR9fCIjyXeBa2nt7/XUEs11WBkMsH13v7NLc1vrUL3t2NmsdoZSKTu45VVvIWGYPBxt+LzPIS0KvfRKG0kx6rvBBCrISQhwkhuwkhPkJIFSFkISEk6dkt2XMRQoYQQv5CCNlICHETQvyEkEOEkCWEkBM6/u0oFH3kMS/ZnORXbLcPw549exT7CkGVsWIH2EAIR55ar1ipZeymhDOKUdpPe+Nk9OJRCCEovG4kGIcFnC8ELsDC4LTwWa1uHwcmO0atGQLt1X0DAZNp0tgAwEgkBYlAfKP49zeDa+VX3QuvHRlTeBVPdRS4hyVLe5I8BCo8MOdmoPCmUbyiIPxsZf1HrAaY+2cr444EDEQ/tkar2cyA2HgNicnhx1LB9SMVinPe74fAnM8nDNGKpRHH+XUjYxaQpPErHSfZbHeWQU7FPg2LdsD3i0v3GPk4LSgoEPdrbOSVHqORP5/c8hLiqPJCSS09UnkhhFgBfAngdgD3AsgBcB6ASQA2E0IGxji8Q+eKKCc7AcwH8DcAxwEojhx/FoCNhJAL2//tKJTYyAt+2WVBkU7nSSgvLxf/ttlsiuO0FJhAfRuqn9oArk3KBkMyjCi+80SaUayLSDZORkupUQv8WgKkuSADeTOHRFlrxNXyiNeYoOwU38OnKkaYA+vlx4cg8IjHhDhJQbp7AgquHalZWJEKr9qkNMlDNu+KZ8i1gvOFETjk5uNL1H0W5vi6LLJ+FjPdqfqfcViAAAvOG+bjVK4dCQC6SQG82xuohSVN0VNCCq46gVd0ZdQv2Abfwea4MTS9e/cWP3u9XgCAxcIvmMktLxwAX5i6jlFSR49UXgA8BOBkAPdyHPchx3FejuM2ApgBIB/A4k48lwX8+tQNHMe9xXFcLcdxTRzHfQBgLgATgDcjShGFklLawiy8Mv9h4QVhMGTBaLQrilPm5UUXGVMLDrXPbATrkerGEKsBJXdNABNZTT9asj31RPQEWy2lRhD4bSPyNIP/vdsbdK014Wa/prKjl3ZXuBetYwIVHt1MV1R41SaVSR4CFZ6k+yzZdsV9qTKB2UbkaSqpWn18LCmp3U08JaTw2lEw9VZmpqx/dauYtEPPMii4JQMAx3FoaGhAcfH5AJSWFwA46E1hfB7lmKfHKS+EEBuAPwAIAFgi38Zx3DYA6wCcQgiZ3EnnagWwHsA/NE75HwA+ALkATkzwK1EoCdMoK1AJAFmRF4TVWgJCCFpbW8VtEyZM0DyHIDioIRYDSu46EYzVqLn/seTOky5oCbZaSo0g8CsEy4gAqVBqNITOhiU7NVfL/YeaNZUd/6FmTcFZIbzS9LYdRk95jRJEVf2cTJ/VvrKVrxuj0Zet66tj97FMcZbPDWolVa+PjzUltTtJJJC/4IZRMBZlKBtZAAx0jykpKVH8/fPPP8Nq4dss8MHISe+rQz5aqJKSOnqc8gLg1wCyAPzEcZxHY/t3kf8v6IxzcRy3i+O4EzmO86p35jiOBSCcJ8ncMBRKfNa3SMqJCSGYwFtarJYShEIh1NfXi9vlRcTUBKtao9ryrxkJJkM7ASEVNtMLvdV6tcCrqdTIhE7rsDywkYxQ6tVy99eVmsqOol1jhZ2mt00dySZ50LOK6PUZ2+znFRSNvmRsJl0rivy+Ys0NtI/Tg0QC+RmGQeEtY2IXS9U4Rl4E+dChQ7BaSwHwAlCWzPriooUqKSmkJ6ZKHhX5/4DOdqF9ZBefC4SQfPCuZi0ANiVyDIWSDJU+aSXLCkl/NhodqKurAxtxKWMYBvn5+ikvG97eFdXeuGxXzJcbFUR6Blp9pJWq1+i0In/WMLi/rVS0y1PSyrfptauPEaDpbTuHWGmX1dsS6TP1ufT6LFZf0rkh/Umkf9gWDesIC9S+thWF144Ux8i6deswZMgQOJ1O5OTk4MgRPutlXV0dLBbJGpONFriQCwDIMqZBWjzKUUNPtLwIv4zofH48Tar9uupcAPD7yP9/5TjOHXPPCISQHVr/wCcCoFAUHPFLykumbFUrEKhHTU2N+HdBQQEMBgNcLhfWrVsntodcPtS+8pNYqBAArENy0jamZdOnH6OlvjZue0t9LTZ9+nHUfnrtxyKxrDXqmiqCoKNeYddqV2+TQ4XaziFWRqlk+4z2ZfLozUvqbbHmn3SbmwR3RLbJH5WVkG2SEi+sW7cOq1evxpIlS+ByuRSuY263G0ajHQaGdz+TB+03BaPT8FMo7aUnKi+CU6aeA6VftV+XnIsQUgLgQQA/AvhTAtemUJKmVhbzIk+TbLOVYds2qcBkXl4eXC4XlixZgtWrV2PdunXSy6lZGu5Mlgm5lw1Jy6D8TZ9+jDVLFuC9x+5TCArq9pb6Wrz32H1Ys2SBQhjQa6dQKJT2ojcvqbdV7dmlO/+k29ykjqMqvGEUMkZLaZDBQHw3DCrtj5ycHDQ1NWHJkiXo1UtSaFmWRTgcBhuJdZG7jTVStzFKCumJyktb5H+9ggUW1X6dfi5CSAaAlQDqAJzPcbIotThwHDdc6x+AXxI9B+XoZUFFHQ7LAh0bZKtXTtEwCHjNx2FHTZ34t8/nw5IlS9DU1IScnBwMKu2vqI4s4Dh3ABirsVuziumtYg48cRIcRcVorqkWhYFNn36saH/34bvx7sN3o7mmGo6iYgw8cRIASThQt1MoFEpHUM9L8rlLvm3FI/co5h9hnos3N3W1RUYvE1n21L5SWnUWICYG4UYfAu+W48ppl4kKzP/+9z8wDC9KsiyLAwcOIBjkXcTklpcGqrxQUkhPVF6qI//n6mzPifx/RGd7Ss8VSYn8EYA8AFM5jqvR25dCSYYFFXV4cF8lLtq8T1RgmmQvgByZt+O9laXg/JKyUVVVJSous2fPhrk8xCsuJuknz9jNyBglra51R1axWKuY2fmFmPHQEwphYM2SBdj341rMeOgJ2PML4K6vg7u+Dvb8Asx46Ans+3GtuOIpCAczHnoC2fmFinOnm8sGhUJJP7QWVtTzknxhJTu/EOfcdDsYgwFsOAzGYMA5N92OfT+uxZolC6IWW9RzU3dYZPQykRnzbTDmS7XCuBALxmlGuNEHc3kIs2fPRk5ODlwuF4gsp/aqVasQCPDrwfJ0yfvbaKpkSuroicrLlsj//XW2C+1bO/tchJBMAJ+Aj4k5jeO4igSuSaEkxG8LHOhrNeOQLyAqMO6QvECl9GI40JYJW1Cy0Ph8PlFxcTqdsE/uBduofCAo1Yhh3QF4vq9SXLOrs4rFWsUEoCkMFA8crHmu7Ws+x5olCxQrnnqKSzq5bFAolPSjPQsr37+3DJ+++Kw4V7HhMD598VkUDxysudiipbh0tbU4ViYyy2Cn9AcHmPJs4rvB6XSKCkw4LL2X2trawLJ2/twyy8umlugMlxRKe+mJyssa8LVWRkaUBzUnR/7XqsOSsnMRQrIBrAbgAPArucWFEHIpIeRk9TEUSjL0tpqxcsxAhQLTEo5WXprhQEmjS3FsNsnAldMug9PpBMCb830/Nyn2YXIssI3QLmTZVYG5WquY6kB8QRgAIWDDYSx/8E4suHEe3PV1MFmtMGdkwF1fh7UrVwCAYsVTT3Gh7mTHHjT5AyUZkl1YAYC1H76L5ppqGM0W5Jb2BmMwormmGssfvBPu+jqtywCInpe0Fl06E60EEO5vK9H6bRVgkKwq/l+aFe8Mp9OJK6ddpqgL4bHY4OzNl7mTL7B5w7LqpwAO+wJYUKH/TCiUWPQ45YXjuDYAL4KPR5kl30YIGQ5gEoC1HMf9T9Y+hRDyIyHkDx09V2RbDoDPwT+/MziOU/vXXA/grHZ/SQolglqBcYcky4mwqtUCJ07ev11x3DneMQi8Wy7Grbi/rADnlxQfYjMqUl92BXrCo1qBeffhu/H9e8vQUl+LFY/ci+aaahCGUZb+jhD0+RBoi4SkcTKrUjiMT55/RnG9799fFtNlQ4AKqUcfNPkDRY9k5yWBlvpafPLCM6LiAkCco0IBP+orDoENa8d5uOvrsPzBu9BSX5u285JtRB4MuVZApXQ0rtgtfg65fGh4Zzcg28XAhvFyyzAASstLQDY/H44sxj24r5IqMJR20eOUlwiPAVgH4ElCyDRCiI0QMhbAewAaAMxR7X87gAkAnujouQgheQD+C+BE8CmWXyOEvCv/B2BYir4nhaJQYOSvESGTSy+jH5aQMkcE47SIgfeBhja4v5J5NBKg6JYxXa646LlgAJKgILhWrF25HAtunIeWOt6gybFs1DHxaKmrwaLbbkDN/n34/v1lWPvBcl2XDfEYKqT2eLSEUa1V9Jb6Wvg8npjJHzZ9+nFUDJWWtY4qvD2T9sxL37+3DA2Hy/HWPbeipbb9Ia6exnosuHFe2s5L8hhIOYEDLQjWtSHk8mH/qz/in21rwclML7ZgAIf8TgBKy0so8vISFJdDvgD6Ws34bYGjs78K5SikRyovEYvJFAB/BfAUABf42JMfAYzhOG6P6pAVANwAFqbgXKcCGB35/DsAl2r8KwCFkkJ6W814f9QARZvwYvC7o1f3PrVsQpuTQ7jRh9pnNipWzxy/G9CligsQ3wVDQLGKqQsBIgGiJqsNRot+ReiQ34e3770Vaz9YHves1KWs56MnjGqtor/78N1Yu3I5hk2eopv8gcZQHd0kOi/JWbtyORbffgN87hbdfQjDICsvH4wxUgecEN19BUIB7YoN3TkvCQoM41QmZG14e5eouLgZL5wOp2J7RiM/j8stLwCwx+NVKC4rxwxEb6teslcKRZ8eqbwAAMdxPo7jHuY4bhDHcRaO40o4jpvLcdxhjX3f4jgum+O4W1Jwro84jiMJ/HukE7425RimJqBUUvLAm9tbW5XCe2ZmJlzNLnxq2QQP41eY9Bm7CfZTur7QXLzYlubaarx9z61obdKuF0siqTizC4ow/6U3Mf/FN2HPL0DQ50XI74c9vwDzX1qI06+8StxXC8ZggLu+TnF9rdV1mqGsZxJLGFWvoguKSr/RYzXPVTxwcFTWKBpD1XNJNnMYIPWvu75OTAeshdFsxm+uvxVXPb8AjqJicCyLNlcT2FAIjqJizH/xTcx/aSEyIjGIREOZ8bY0440/XI3dayUv9e6OhQF4BabwulEgRun7B2ta8UXrRlFxmTN3Dmw2KTPZKYf2w4NMRZ0XALj0p1+o4kJJCT1WeaFQjiUO+wK4esdB8e8MrhWZkfJDLaHein3nzJnDp7BsdmG9YZ9im+McvcR6qSFW5Wm1oPDW3begpb4W+9avxaI/Xg+v3komIeBYFo6iYlz6yJ9jvrzHnzcNV7/wBjJztLOfC5ad5ppqvPPAHfj+/WV0db0H0t44BTWexga8+/A9cNfXITMnDxnOHLjr6/DGH67Guw/fHZU1iiq8PZP2Zg575/7b0VzDV1RgdVxXs/LyMfevr2LEr6bCWVSimSo5O78Q2fmFmPmn52DPLwAnxO+plBiOZfGvvz2Jt++9BdX79+Cte25JSHHp7HFmdFqRf/0o8W8Cgt5srqi4OJ1O5OTkiNtzzCaY2RAsCMDCSSn8jwRCVHGhpASqvFAoaY7gIyy3vBTLSg/9aD5R/Gw0GlFQUIArp12GbJKBIlbpT9zyeXmnFZ+M5z8OKDP0+DxuLLhxHj5+5k8Iq2J2igcOxrR7HgZjMAAcpxAC5Kuh9vwCcSVduG52fiHOv+1e/tgYtDY1Yu0H7wLQz1BGYx7Sj/bGKcjHjcnKrxJzLAuO5RXa1qYGtLmaZO28sOooKoE1yy6uzFOFN71JJuZJ6BfNzGErl6PV1RR1fjmMwYDzbr1b7Ht5dkQtpVeNPS8fZ117c9RcVbP/Fyy79zb43G4Qwmha/QS6apwZMo2KvwewRfj9RZeLGS1LSkrEbW1tbcgw8wlc5dYXBqCKCyUlUOWFQklj5MGN2Qbp51qCSvFzm1t6EdjtdoRcfBXkc7xj0D8svfCI2SAG8XeGApOI/3hLfS3+9fzTurEtJosVlz7yJGb+6Tm4jlRpCgH7flwrCo2XPfokLnv0SfG6+35cGyVAAMD486fDaNGK85F86tQZygQhmQqp6UW74hQ+fBcLbpwnrqIHfd6Er9dUdRg+TyQteU21GD9F3cnSj2RjnoTfbEt9LT55/pm4MXcmixUTLrgYADSVE/ncdOkjf4mal7QWXYI+L+Y+9yrMMrcrORzH4qOn/6Q7n3bFOAu5+PeGHCeXCf+yg+K7pH9/yaofCoWQnT2G3w+SAhidL5JCaR9UeaFQ0hR1VpaJzixxWyEiWW6IETke6ZXQ+7jjUff6NoQbfbBnZMEGSbHJmz0MhlxrShSY9viPu2qrseSOG+Gu0xY2bQ4H5jz3MnoPHQ4AGHvOBZgye75CCHjvsfsw8MRJmDJ7vqhICNedMns+Bp44SfEyv/SRv2DK7Pk4feY8zH3uZWQX8EKmls85EMlQ9sfrcXjXzpgxD8L3jyc8UItMx+honIKYzEEjzXYq0FpZT9fUt0cTem6DasVWPi70Yp4K+vbH2/fcKmY21CO7oBBznnsZp10xR3NeaqmvFeesGQ89gdLBQ3XnJWHRZcrs+Rh7zgVwFpdg9jMvITMnuu4WAHhbXHjz5mtQuXun+P27ym1RUFzCjT4Ycq2K7GNsc0B8lwwcOFBxXLO/FIDSS4ADxILLFEpHIFwnTeqUjkEI2TFs2LBhO3bs6O5boXQTCyrq8OC+StFH+Hcb96A64jp2Hfc8TsXXsFp74dvvzoO3la9ebCueiJkHM2HItYKYGYSq+bgYYjOg18MnR72ItKoqx0NY3YxniWiuqRaF/wFjJ2D/5g0xhUh7fgEue/TJmKlCm2uqxRd+rH1i3du7D98ds2CcGkIYcBwrnlPIQmXP55MKuuvrNK+XyD1T9GnPOJt00eXY/tXncDfUxz2/yWLFmdfchPw+/fDhnx+Gp5Ev15WVm4dpdz+MxsMV+PfrLyDkj6/kZ+Xl4fLHnsb2NZ+LlpmOjmeKNu0ZF8Izjvr9E5KQYqvXl4kG1Me7Z+FcicxNBf0GoO7gfvG7AYeOEAAAf8RJREFUJfIc2jvGtN4Xretr4P6ynN/BQIAwJ2778wtPIxyxXnnGAL+1v4UPcQlWksv43QGEARr3QgEADB8+HDt37tzJcdzwZI+llhcKJU2ZX1aA/xvYCyvHDESp2SgqLoC0mmUyFoqKCwBMP2iCIdeK/PkjwHqkOBLrQD6YUp67P9zog3e7ur5qfNpTeXr/pvVRQoLBaMLl//cMJl18eVTcihq5dUXvJSx32Ug0K8/E6ZfhtzfdDqM5xkuUAAaTSfy+xQMHa6bWzc4vpBaZFNKuCucrlyekuGTl5WPOcy9j6ORfwZKRochQRxgG1qwsDJl8OuY+9zIcRcWRDfrpbj0NDVhw41VYu/LduNemLmWJk4r4FcZgQPHAwWipr8U7D9yhVA40FBdCGJw0bQZOmn5p3PtTWwH3/bhWcz+5RSaWMivMJ5MuuhzzX1oIS2ZW1L51B/cD4K1+hNGOh0nFGNNb6LKNyJd2CnOKmmJZGZniJo/bBEBpeelrM4sFl6kFhtIRqOUlTaGWF4qc/W0+nPzDz+LfL3Nz4UALGGYQvv5qIgA+RfJ1k66AbUQe2LYQap/fLO5fdNtYmAqlF0vIxSsu9smx0yZv+vRjDDxxUtyX4zk33Y7qfXvE1c3lD9wBj07aYwDIdObgij89qwh0TUVKUL37VV/Dnl+AEadPxckzZorb3nngDt1UzQoEITYydwqrsvEsMsK9AYi5IirE9Rwrq/Ed6TNhWywYgwGnzpyDTZ/+QxRchT4DoDg/EN1vVXt2YcUj94iC8IX3PIKKbT9h4yerdGMkzBkZCLS1RfV/8cDB+PTFZ+NaB2n/R1srAIjPRT0uAL7f1C5aomKboIUlKy8flz/2lHgv37+/DNu/+kLXuirQkT6LNfe11NdixSP3oEXH1RYAMnNyccXjz6T8nt3fVqL5X/ujLPQcx6H66Q0IN/IWSfuZfdC2sRbhRh8+7r0HdfV8QeTmQjN+N+RNHMAAPECeBgDYGAbfnHg8Lt5CUyZTOmZ5ocpLmkKVF4qc5VUN+ONu/qVg4gJYhMtBAPh8w7H+R75OxYABAzBr1iwAQPPnh0TTvrmPHYU3jE76mu1xz5hw3kXY8p9/Iej36543kfOluqZBIueWC6mJYrLaEPR5kV1QiHNvvhP/+vtTUQKyILjqKTb7flwrCm+xXD2ORqG2Pe40ky66HCN+fSaWP3in6OqlR1ZuPi7/v6d0Fcthp07B2g+WKwRk+fPXEoSFfnHVHME7D9wBb0tzzHvILijE8NPPwNoPlneJq0+6oqWkaPW/MM7lz16toGi5gNnzC/C7W+7CJ88/jZa6Wr5AJMuBZRP7PTMGAy595C8oHTxU0d7d81IiSjphGEy6+HJwLJtSt0X3t5WwjciLci12/esXeL6tAgAwWSYU3jQa3u0N+Jt7F8I/fAsAMFtNOOnEhWiDDfPJ2+Kxm08ehjAHMZ7z/wb2wvwyWtf7WIS6jVEoRzlbPVJ2pHxSD8GBpalJeqmEQpJbmXe75DqjMPMnQXvcdtb/c2VMxUUvO5NwvkRcMNpDPJcyrQxlky66XLdejICQtaqlrhbLH7xT11994ImTYlZxF4KL1a4eajc0vYxmPcENrT0uQFoImcPiKS72/AJc/n/8KrrgtqPOTrfzf2sw6eLLk0r+IAh6zqISXHjnAzGLogL82IiVoexoczXU6metLGAt9bXweTxRAfbCON/341rNAHs9FyhPQz2WP3inaKVgQ6GYikum04lJF18OQDtzmEB3zkvC9YV5FkDE8htdH+b795aJ4ywWybiU2Sf30oyJNBZkiJ9ZTxBckIV9ci/cfPIEsT3gCwJgkAEvHJyUcWx/mx+9IxYXqrhQ2gtVXiiUHsCeVilouJiTfIhbmiVXsPx8XkkJ1rUhVNMmttuGa2ewEWhvwb+W+lr847k/x7RUGC1WzH72Zcx/aSGsdnvcugeJxLa0h1g+5+qXuSCknjxjJq54/JmEYh60cNfXYeGt1+G795fB19qmuY9ceFenZBYUGyGtq5ZSI79/QbFRb9MTeDsiDMcqRqp1fT3hVRBQY6WwFWIBDKaIa4mGtwBjMOD0WVfFjFMYe84FCgVFuKY1M0sxJgRlRy1Ylg4eGmUJ+/TFZ8GxrChY9hs5FoTEfq3KU3ILz0Xdx3oxVFp9LH/Oajqq8Oj1s9711f0stGtlAXvvsfuwduVyDJs8RfM3oCdUs6EwNq/+F5bccRO/WBD5XSbjRWLPL8AVf3oOJ18yUzdzmJzumJcE5Asr1iw75r/4Jua/9GachRUCd30dVjxyryL1e6oylGWMK1LoT+6vDwMAsrOzYbXKspGxvJIjj3vZ7+UXt3pbzVRxobQb6jaWplC3MYqck9buxKFIcOO53CpcAd4Mv2njOWht5ZWTiy66CCeccALqF++A72c+dsNYlIHiP47TPW973XYynE78d9FrYiE/Lez5hbjs0b+kPK4llSTrTia4lrDhMD5+9gn43C0J+9MDAMMYwJiMCPn9yC4swqUP/xmexoao85cOHqrpFiOPrRFijeQxFHI3KPm2KbPnA4Cme9rACZMwZc58RT8J7mlyVx+hHYCuq498m/z6ky66HDu/XaOIkZLf28ATJ0V91zOvvRn/+uufEWjTVvwEMhxOXP74M3AW8kpmKuMU2hvz9fZ9t8Hb7Ip539YsO35742344s2Xk3I1jOfqBkAztkpoV/dzrHatmBOtduE68n5OJBZFOIfWbyArN48XvutqYLLaEA4Fwcqsy/EQsgRm5uTi/Nvu1XXp1OvTdJ+f+HiYe+OmeDZnZGDM2efhhw9XpNRtsfqvG8VFMibLhNIH+NjLRYsW4dChQwCAiZO+hMlUhddxA74mZwAAxmVn4JNxg9v3QChHFTTm5SiEKi8UOQO/2QpPmFcU5nMv41f4EgCw9vsZCIX4Whb33HMPrFYrKh/8DlyQ39cywIGCa0bqnrez0gt3h/94e0hp2tX2Iig/kf/lQqGW8gJAVwjU26an1Fjtdvjcbs3jB06YhH3r1yaliMi3JXpvWt818UfH4LLHnkzLOIX2fB95wLie8groJxkQ+jkZhQdAUoqIXnu8cauV/EBQUsR7SWIhQJPI8UdDevPOitNL1dzc8lUFWlYfFP8uvu9EGLMtWPHes9i1ky/qOmbsBmRl7cI/MA0ryJUAgAKTEdsmj4DPV4Xaun+jT9nchO+dcnRBY14olKOU8opF8Pmq0BqWLBxFERM8xxGEQrwrjdFIUFu3HP5DzaLiAgBZJ5eKn9tb8G/FI/fGFcLMGZk4MUblab3rpdJ/vD20x51MT6DhYyyeFgthGoymxG5CENYi/zfXVGPBjfOw4MZ5cNfXwZyRiYxsh5hKGkBUKlghhkIrTew5N92OEVPO1HTNmXbXQ1EuW8K2CedP1zxmxK/PVPShelsy93b29beiZv8+LL3rDwkJ+gajCceffBoAfpxxHJuWcQpqxp8/HcNO+7VucVQBT0M93rh5Pj57+a9oqqrU3Eev2OKMh57AiCln6rZr9bNQ6V2r/4V+Vp9Prz2usFsvq2JPCNhwGMsfugsLbrxKCkZPUnExWXgXpeyCQsx/aSEuf+wpcVzIx55ezJPaRayz3MPaQ3vj9Kx2e8zzsuEw/vX804rv3Z7Cqlknlyi2eb45jPKKRQgG/yO2NTfzbmMlqJLaQmH4fFXYtGkm9u59HOUVixJ5HBSKAmp5SVOo5YVSXrEIe/c+Dq95OK4OPia2P8/NRx4aEQjY8MM6XmHIz6/E0GH/Rf+Kx2De1YffkSEovGMs/DubsLdlQ/KZwy68CFtWf4KgL3aRvuyCQlz6yF+OunSwsawy8VK1yleehYBuITaCMAZwbDip1VI9CCHgOE4UHhmDISnXnFjuaXor5cKKbbxVdPn1L37gcTQcrsBnLz4Lf6snue/IMOBYFtkFRbj0kT+nxTjrSHrn5Q/dCU9DEvWVCOGfZSiEDKcTlz78JIxmk65VRq8vY1lyUnUMy7JY8fA98DTWw2S1gWXDCAc6XsuDV0g43k2VMAC4qFTlcle7oyWrW3vdFoVtwm9HC7PNhgvufBCHd25rd4ayI0+tF1MmG5wW5NzaG59/MR8bN/CB+/kFBzF06P9Qjj64l/xVPNe7ptsRDhyEzdoHY8cug9VaGnU9ytEPdRs7CqHKC0VYnfrS1xsvkdsBAAzCWMJdCgYc3C352LLltwCAfv02YfBgN/p8/gjg5YVlU0kmWH8Y4UYfLFMK8fEnT6etC0K6oiU8aH03QFmDQiuFqyBo2/MLwHEcPA31vHuLTBBLFYQwyMzNhbelGeFgUMpQxLGia012QRFmPPwECCEdck8TBCTCGADwAqbRbEFmTi5a6mpixkUlSkcrnHcV7XL16YCrlMlqBWEYBNraFEpyZk4eCEPgaahPyA1Rr12oMWKzZ4PjOPg8bkWdI5PVCo5lEUqBghJF5LlkOnPBGA2iq9c5N90eM36luxXbzqYz3RYT/Z1dcO6dyDmpL1rXHhGD9QGg9JFJaPQcwIsvvg2AwG6vw+gxqxGAGXOJlAntAe5BjLV6qOJyjEPdxiiUoxCrtRRjxy5DjXGE2OZAMxjwgo7XK7kH2LMJTuj9hqi4AECoxS9WR845qW+Ue5g6W9AnLzwTV3GxZTu6Pb1oVyJkqJKj5c4huKbIs2MJLjnu+jpU79ujcLXxNNTDnl+Aq198A/NffDM6o1mSmc3UcBwLT0M9r7jwDbziInwG0FJXgzduukp0TxOEX3d9nei2xrvzEDGDltylTXD1EZQTjg2Ln0MBP5prjiSluJgj1bmzC4sw/6WF4jiLRbqNs3a5+ky/TOx/oyU6LW0sgj6fmNCAY1nxebc2NcDTwKdLV7shArzFTt7Pev0vpB32ult4xQWIjCVOvH6HFBdCxLEuXN9RVIz5Ly3E/BffhD2/AK2uRoVrWvW+PVG/L/l8NvacC1A6eGjccSH8Znsa7XFbnHTR5bjiiedgyczU3YcwhqhnCWgrLv41tah7fRusI5XZwtzfViI/fxAMBr5P/X7+emYEkMdJitR+40lUcaF0CGN33wCFQtHHai3Fcb2mA+WtAIC+3EFxm1x5GTXoXgTXKjPxcK0hRXXkbFgx46EnxBfRe4/dhxkPPQGWZbH8gTvQppMdiRgM4FQuGNbMLMXqpnAudcpZIVi2JwoJegjfpT0WGS2EWJBYLliZOXlgQ0F4hexmAMBxYIxGmMwW+NtaO/y99BUNDuFQsMPnFzDbMhAKBsCGQrzVhgPAsQi0tcKeX4BLH+Zdw06+hHe1EjKHaY0xIL3Gmd7YAGK7+oz49Zm6roZGkxmWzEx43S0pcTUEtNMKp8JCJocxGsGFw/y1ZGNWnZhC7c4oxKno/V7kzxhA1HwmPPd0GhepJNYYAxC1gCJ3W5z11AtY8ei9aKmNzlDGRWriNNdU491H7sFlj/wFAKLmtAxjNup+akG40YfGZbvAZJnAevj5oW1LLRxT+8JmzYKn1YNAwCp2eTGOoAG8stPkmE4VF0qHoJYXCiXNORy0iJ9LIJnohVUtgIPtEyKmRxaQKy4C6pXqN/5wNd78w9W6igsAcOFwVECu1uqmXn2Eo0lwEEiVRWbfj2ujVuMFaxYA0VrT2tQAr7sF9vwCvs5DxFrDhkII+nmfc8IwooXEaLYgr3cfEKGwXRdDGAaOwhIYzWbp3iICeSjgBxsKwVFUjMsefRL2PP06RCdfMjNmgLVAOo0zrbGhpdiq68bIycrNE793KBgAYzSKdT3kz9JktcFotmieoyswWW2wRCxm8vvKys1HpjMHXERJmf/im2IwPThOVFIAaI59waVLz8KiV7NHbWFJp3GRSrTGGBA9zi579ElRcQH453HuH+6QCl7q4K6rxYKbrsIbf5gfNacZnfx7xZBrRbjRp0gQE673IVDXBrs3UpMJDIJB/v0jr/VyyE9FT0rHoCOIQklzDnglt4xiVIufJZO8CZwrANYrWV6IzRiluAgIL3yAaK62mqxWXProX3qk2053EitzmVyxETIe6VVxT+RZamXuuuzRJ3H1i2/wAm/Aj6YjlaLFbP5LCzH/pYUy9zQm8p8hEqvCuwSaMyKVs2XuPGZbBo4/+VTVNuF4/v/sgkJc/eKb4jU4loW7oRahQACOomJc/cIbuOzRJ6OykMVzARK+a08fY7FcfRJ1NRS2X/3CG7j6hTdgzy9A0OdFKODnldqXFuKqF96APZLtzmbPhjUrYp2V9afJahP7khBJ4bVm2TUVkcycXGTl8QVw5WNJuL4/YjGT35ensV7h6gVoKynb13yuOfbfe+w+DDxxkmaGMC0FJV0yhHU37XFbnHDhJdruihwHjg2DMIaoc8kVGM6vtAbWv74VBf4s8e+2tmwAyoxj1YHUWXIpxybUbYxCSXMORSoSA1KaZADw+XhBo0+/vsBuADJPkIIbRmkqLgKfPP+M8oAIWbl5fLrf/EL0HsLH2vQkt53uRu/7a7l6CEUg1cKG8CwFxUYQAgGI1pqBJ07SFAZnPPRElAua4IYDQNc9LV7A/t4fvo+Zuezcm++Eo6BI8xqxVtgFwfZodwFKtauhHs7CYlz2yF+SDsxPtF1elDQZ5EK1vC7Qzv+twaSLL8eIKWeKfSw8D3Vfx+r/o9XCkiztdVscfeZv8e5Dd8EdiZOSw7FhhDSUDUGBqXt9m5hxDABYdxBl2cXYGigHADQ3F8HprFW8u1qCqXF/pBy7UMsLhZLGtATDqPRLL44i8L7K4bARPh+/qnpcv0KFHsJxHNrcTbrnXPnnR1C1e2dUO2Mw4Lw/3qN46fVEt510RcvVQ8taIzzL9lhrtv/3c103HD33NE+jdtpevZoxgL6rj9414q2wHwsuQKlyNdz+38812/V+m6lG777ee+w+bF/zuWa7YEUR3OXk/WzNzIpSUrWsKD29/7uK9rgtZucX4rLHnhIXSdQsvv16uKqPRLUbnVbYLi4Fyykt+IPnDgbD8J4AHjdvtZO7jYXAod5zGBRKe6HKC4WSxqxtlmpiEI5FHvhVUI+7AADvBtJQ8zdwkF4ehBDUvvoTXPuji9z96+9P4uCWDZDtDCB9M4f99GUF3I3RdWbU7e5GH376siJqP732dELPf12t2GgpNXJhcMrs+bBmZekqNXoKz6onH9MUOKv27EpaEdHbZs3M0hVe5ePpWHMBao+robyP1S5VeoqNXrtQmDIZRUTex+rrC/2s5eolH+c9XUnRm5fU22LNP105N7UnQ5k8lopjWSy9+w9orlMG+rfU1+Jff3+KT/cuY/fm+5CZyS+gud18TFshasFwgsWF4JMt98HnqwKF0h5onZc0hdZ5oQDA43v24MVKPhVqDteAF3ENAKC8fAQOHRwDgMMZw9ej/8Z7+QMYoC3kRgZjRxvrRuF1o+Ac0AsA8J/XXsC2//5bOjkhuOTBJ1B/aH+31kX46csKDBhTAHuuNar92/f3IjvfigtvGwsA2L+ZV97U7R89twkt9T5MvmQQRp1RBoAXDrTajwZiFUmUbxP6DEBUwc2W+lqsWbwA+9av1azfMnDCJHGb3NVnyuz5AKC4hrx4nXqb3pjpqXU2uhK9fla36/UzAN12oc8AaLbL+1KvXX19dV8ejX2snpfk85Z829R5w/HFwh3i/ANAnOdizU3uRh/2b65L+XyVbGHVsedcgAU3zUXA6xX3M2dkYPbTL4q/7X/8358w3ngGskw5ivPVDVqBdYE21NTwBZMnTloFk8mD2/AiakgJAOB27s84xVpLUyYfw9AilUchVHmh+HxVmLHuS/zInQAAGMZtxf14FACwY8ev0NhQhmxYcGZBADkVvwYAmAbYYJlagtpXf1IoMFu+/QwbP/lIcf7zb78Pg048Wfy7Owr+xRIE5C/4rFwLwAGeJj/Gn9sPe36ojmrPzrfi+JOKMfQU/kUoHKt37s4QENKZZAVhISaHKiI9i/YoPMeqIhIPrYUV+bykXlgZMKZA3EYYAo7lxHlp/ScHo5Qa9dzUHQsuseZ9j6sRKx9/EPUVh8T9LZlZmH7Pw/jvS6+KigtxmGAbmIO2jZG6QNm/YC2asD/QDAA44YRv4Mw5hKdwP34i/POabfgYZ4WWYtCgB9CnbG6nf09K+kGVl6MQqrxQyisWYfreXBwmfQEAZ3GfYjbeBACsW3cRgoEMFBAHpmVNAlvHx8Wwp9Shz3nT4dpfKSowla378G3tSsW5z7ruFpww5cyoa6pX0VMpqCQrCIw6owzuRh8+fGYjPI180oKsHAum3zkOAKLah55cgvWfHIxSaAThQLg+oG2pkd/TsabYHAvEsvDJ2/X6n46Lo5NkLb/CvKS1sDL5kkEo7J+NVc9sAsdyIAzBtDvGIstp0VRqLrxtrKj0AN2z4LLp04+jrLJy2lqa8c4Dt4tWOgCwGGyYWvJ7UXEpun40fHub4Fq5DwDAgcMhUocvLNsAAP36bUdZn81Yinn4NzkXAHBFkRW32tdSxeUYpiPKC802RqGkKX3K5sK9fwOEcJaiSJrkQMCCYIBPdZpV5AB7UAroL5l4NgDwrmLXARUvrMWGhtWK857++6s0FReg87I6CYLA1jUVipeyPZd/SQsv7Q+f2SgKAgDvZqFwp5YXnle1lw3Pw661RxQKjVxx+fb9vdjyZblCsRGEBgG5UAKACqo9EC1hVGv8uRt9+N97e3BgS73YDkDR/wCiBEsgelxQxSb9SWZcCArF1jUVmvPSqDPKcOFtY6MWUAr7Z+OLhTtExYVjOXyxcAcuvG0sps4brlBqps4bjv2b6zTnpVhWaOH6qSJe0cuMbAdmPPRnvPPA7Wht4muJBcI++MKtsOcXouj60TA6rcgYUyQqLwQEpZZ88RwuVy7K+gDFsnTJv7QCVS1D0Yf+ZCjtgAbsUyhpjIeViokVRpQXt1sSuHsFJF/joJWDMd8m/s1km/Df6uXwhaXq66N+8zuM/920mNfsSMCsXiDrgDEFyM63oqWefwkf2d8sBqsKCkxWrgWeRj88TX5REPjouU3wNPmR4TDDkmGEp9GPpfd9j6X3fQ9Pkx8GEwOzzQBPox+rnt4oChcAFIrOgDEFUeeXKzbuRl+UFUhLsUn34P9jhViJHL59fy8+em6T2KeC0Koefx89twkHttTDmmkSBdQPn94o9r+/LYhv398b1T5gTEFUUPZHz23Ct+/vjRofdMykB+pxIaA3Lr59fy/2b67TnJcU84JsAcXj8ovjxGhmkF+WBbPNgJZ6H5be/z1WPb0RHMsBBKJSU9g/W3deEu5buCe9eQno+DjTSxoikJ1fgHP+cLvsa3PYUP9v2C4qFVPyM0YGLZnS/Gu0mJBF+G0eDx+0L884trnZg9WrV2PdunXtvm/KsQtVXiiUNOWr79chLHs5CgUqm5ull0xJs138vCd4GD/88AMA3v1r+UN3IcTKhHkAB7ds6LR0qnoCAiApKIKgsOoZDWFPLQg8tVFcaWxrDsDfFoKacJBFwMtnsOE41Tka/Xjn0XX46b8VCAXCmhYc4Z7VAqqeYqMloAJUSO1KYo0zuTAq9KlcEJWPP6Gvz7lxpKYAOfSUUs12YbVcLuxqCZbxxgylc9BSbNVKivCbjjUuxL5UzRs+TwAbVx/EO4+sUy6WyOafUIBF3SG3ODeBi8xPsvO11Pvw4VOS5UY4v/x7fPv+XsU9qecloGuU55b6WvzntRcUbc3Berz9p9sV7xPnkGLxs7/Zi7xe/LsqFLIgFLIqClUGDEaY8wowZMiQDt8f5diDKi8USpriLesrpjImHIuCSI0Xt1syx9tbTeLnpkwvhgwZIsateGQFxzJzcpFdWBSzVksyJCMgyC0sU+cNF90pCENQ2D+bj2uJWE2MpsiUlKJQvJCfxbfv7cU7j/zAW2qMRLTUfPTcppgrn3qKTayV909f3XrUpHBOB5IdZ3pWPMFdSD3+ps4bjiynJWHXRPX19QTLrlgtPxZINlW6nuVNvXiiVmy1xgUA0fJrzTLBZOXnjfee2IB1H+1HKMBG3VdH4c+/Hs31bSjsnx11T/J5qauUZ3VAf6ZTZu33efHuI/eI75PCXx8npk22wQzXEamGlNdbgDw0wMhJbs4Dzr0QTqez3fdGOXahMS8USpqyOyxJUXmohwkhcBzgcecCAGyMBUxk/SGEMH4z9wIwoYAiBarA6VfOQ68hw3QrmOuRrJ94vPgVwR9ccJ348OmNCgExFExOIGAMBIQhCCd4XDjEIRziV0OFlU+FsKpyNdvyZXlUDI2w8r51TYUic5Al04gDW+rRcNhD4yeSIF7AtDweRXgu7YmTcjf68Pmb25Xj76mN0m4MP548jX4svf97vpEDzBlGMASiwqsXvyAXLNVB2fKEEepUuQC6JFVud5NswgQAmv2v1S48y/Hn9lMoKO2NU1HPSz5PdIX5WBACWO0mhHwsgoEwPwYTXJDxeYJ4+wGZK5XMzezC28YqYnGEMageZ8J3iqc8xxtnWpnIWmprsOLRe6Xz1NUq3ieMxQjOz8+xzkAGmg2823JjQx7s9goUoRqV4K/5czj6mhRKIlDLC4WSpuzwSPn1hWB9vz8TLMtbW7JDkhDAZJhgMLGaikvJwOMx5JTTo4pNChaYVMUPxPITL+yfjZURNzAif5En8EI3WhhYsyLfOd+KWU+cjFlPnIysHAvYMIdwkEVWrgWznjgZv//TJGQ4zPwzMcQ6q4zIPQiC63tP/Iid31bpuprprbyfe+OoqJXdjsZP6BW8S+cincmsln/66tYoFzCtcSZfKY9lYZHHSWU6zbBmmRRxUu6GiIuOxrjjWCAc5KTtkY+BthB8rbzLYku9D0vv+x4fPhUdv+Bu9LVrtdzfFky6/9V0dT8nW6RRy9VPq//l39/XFtTsf6124VkOO6U0qTiV1mYpToUwsokpQUWDMfCTQka2CVc+NhGznjgZ2flWcBzg84QQDIT5OetPJ4vbACgXTOJdgyEwmBi01Puw8mm+wLCWpUg+zlLhaqaXQrn3sBNQPHCw4hj5+8TcR3JlPo4tEj+7XPxCmTzuZVer9hiiUOJBLS8USppy0BsQPwvKi7tFchkrCUvm+8zjcsUqyiarDUGfpPg4S0pBIu5nggIjvJS+fvszlP9cFpUFDEDMbDvylW/56p+Wn7inya9Y4dbLzk4YXoC02U0498aRyMi2iO5kIT+voMgtPVruPdl5Nlx893jxOIBfBeWEfWKsgLKRACOfJ4Q1b/+suC+GYeBp9OODv2zAhXdor7yXDHBoruwKq8NamdD0rDiCULv+k4NR2yr3NrUrQ5bQrrXCrZcqWG0t0GpXnyvZ1XIhYP6j5zYpvicAzeepK4i6/Fj1zEZwLGAwEng9QbChTi4FIItfkFtr1Jmm9FbLhfofu3+oTrj/BfSsOOptifRZMv0PQNfyKt8mv2e5RUTdz/KECfKMW8NOKcWwU0qj+l+vXTE3qBYdOI5D9f5m/OvFn+BvC4lzDScz2HKs/lgxWQzgWA6hIKuYT9gwh6xcC6bfMU58fnpWOa1t0+4Yi4xsEz54ciN8bm3rDhvmIAQ/tjYFsPS+75XfTTbO4inPWvOMlqtZS70P5dsqdGt+9R81DtX79ki3YTCguaYa+35ci+PHT4J/rwsA0Decz0uZBPB4csFxQDGR4l4O+ZQxmRRKolDlhUJJU+xGyTAqKC8ulxQQ2ZvNEz9nTizB2OOGIuDz4vv3lonthGGw639rUDxgIAyWsZHVbCkd8qCJvxFfVoJLDKB0z9ESHoX4AfmL+Nezh6L2UAs+X7gzYTcu/ibBB7SyUAgCegqK8IL1NPoVNRbk9y8/LtNpwVnzR4gv7EynGUF/WAqmjQPHAmGW/z5tLQG889A61XYOq1/bhnOuHwmb3ZR0/ISeCwgA7I4U45RvG3NWXzQc9mgKfILAq069KheEtRQerXa5kpSo8qTntqPXri7aF08RFp5bQ5UHHz23GT5PUBJEZdaScDuUFsZAwBgIH8sg9FschVeBbJ/83llormuLfKeNmHbHOE2hNstp0ezjWP2vp9R0ROFNpv9jKSLybfJ7FhQOrQWPqfOG4z9vbE9YEdF63kJ71d4mfPbadvg8QRjN/PzpafTjrfvXKrsqienJZjeBMRK0NgU071d+H+5Gn26qZAC622bcO0Gx4JIwKuWZEP67Jao8x3I1+9WsS9FrsFORQtnd6MNXS1dgz9r3YbJYEfTz44cLhzHstF9j7DkXgGVZNL27G+AAAwywwAg/QmBZE4JBK4rNkuWlPhCdhIVCSQRapDJNoUUqKaf+sAt72/iX2a3cU5iAH7Bx4+/Q1poDwhHM9p8OIwwAA/R+4lQAwIpH78XhndsU53EUFeOEM/6ADZ81JFXJfvIlgzBgTIHipSooFwDa97IlvBuEsGJ51tUjogSX6XeOU6wWqotOyqtVawnPeyICX6LfhWU5rHpmI1pdARjNTEoCcYmQd4CFQhDOyDaDGCAKQhfeNhYelz9qNbZkgAMAcGR/s+a2ZIp3Cu1afZyVY+FXRVWKoFqpkMdwyNu1CoLGugetdnuuVfN7ygv7WTIMCAe5pGOilJ0ChTKiuF+dMS5cP9NpBhvm4HUHk4pfiHUf7e3/WAUP5fecSJ+1p/9jXae93yfe88/KsYADh9amgOL3RJjoLIMdJSPbjOl3jQXDMJr3JVhLtca+sE39/OTzknqbODepfhtnzR+Bz9/cDneDH2abAdYsM1rqvLFuXfEdAv4QQn4W9jwLpt0+TrdfYsVpyRHeE821tWDYj+B11yu2WzKzcMMb74BhGFQ+tQ5cI29J+tz0Ew4Z+H2HDP0K9QV2PE7+DwDflUemjG5vV1F6OB0pUkljXiiUNITlOJT7lG5j4bARba28EFDAZfOKC4CGUB1a6mtRvX+vpuIy46EnMOzU46MyNAkkGj9gsyvjB5JWXITvFuZfkNPvGIfaAy2i4JSVYxEtKO5GH0adUYbJlwzC9DvGYfqd48T7t2SYMPmSQeILVrh/tYAgHDf5kkFSUKrGyq0j34aL7hqPrByLqLgQIu3LGAmsmUZRIUkEhUuKTLhqawnwAhj04ydWv7YNFbsbUXOwWQwwl6+kin2XxIq0Xh9Pv3Mcpt8xTjPjWskAh6ZvveAeF6s+RTL3phlI//RGLL3/e9Ey4G8LJ6W4mG0G2LKVcVLT7xzHxzVE3Lrk7jxa9yg+sxwLWl0BeN1BPrZKHb+QLPLVcnn/g//un7+5XYz/0FqpB/RjHvQyqun1WXv6P9Z1AG3rgt73WfXMRrz1AD+XmKwGGM2MNMdE+p8xEPjbQuLvRv574lgkr7hE+tpkNeD0Kwbj/FtGReJd+HFx9nUnwJGfodhX3m9689JHz23CgDEF4twkPPPJlwyCNcOkiEGRbxswpkBhSRbmwdoDLZh2O3/+gDcMd4Mv+p50aGsJIOTnfy/uBv55atWZiRWnJUe+wOUoLMS0e/4PjqJixT7+Vg/WfrAcLfW12FWzQWwfHu4jfm52FStiXjgAFV7qOkZJHmp5SVOo5eXYptIXwLi1O8W/3+SugN/lwNatvwEAnB4YikFsKQDg38wGBNt+BhMMwi1LgWzPK8Bljz2pMPnLA4XlwqY8XTGgXNFUxIwkiMHIIByKv+oHSNmGAOjen3CPsbLjCCuIyVqXRp1RpmnJkLuayVeo5c+DMATOQhuaqtsSfzjtgGEIWA2ffIOJASF8XQm5tSfDYQYB0NocEPsA0LcwxFv51lp5T8RawbG8ICVfLTcYCThOijFKBSarAb+eNQQFfez46NnNCX+X9lqR9KxF1kwjPnpuM9qaAzCaGDAGgoCvYymVTFYDcooz0HiklRdIScR4o2NFak+ftaf/Vz27kU+AILdoAWKGtqGTSvDz2iN8fSa1taqj1qs4GIwEmTlW+DwBBLzhKAtNIt8xloVFb25RLJSo0Mq2pjUnA1DMc3rWKvH5dwSCKFczrXeD1rzcUl+LFY/ci5a6GvF02fkFCBlNaMoowEzuLBjAgAOHJbavEeLCyLLXY/SYz3AV3oaf8AWV/zakDy4rye3Y96D0SDpieaHKS5pClZdjm2+b3Lh4yy8AACfXhJdwNSoqhuHggXFgCIOZ3smwwIQgwnjL8jUYTxNsh/eJx5ssVsx57uWoVMjyF5E104QZ908AIAkiZpsh4VgQgH/xGYwMH8iqIyDESyGrd3+xBAE94qXd1RIQ2us2pxZ65MqD0cSAZbmUCuidjcHISzLqeCXCAJYMI/ytId1kC12KSvBVx0lpKRt67jyWTP57tccFMRHXLbWrWlfBGAlyijPhqmmLjj+TKz+qdgBR98kYCDIcZmUxxTSBMfBxfeEgqxDE5YsNenE1scaFXIFRL6xozUvtTW8da8FFOK96nAnX11JqfJ4gPl+4A0FBYU5i3DmLMuD1BBS/h13fVWHX90d0FbeW+losu+82tDW7xLZgQRl8+UU4LzweRUF+geq/Obuw31sFQsI4+ZR38QDzJA6RAQCAK/Kz8NwJA5N6bpSjg44oLzRgn0JJQz6ucYmfiyJmdk+kOGVZVhEsXt4lxuiwwG7KQqDiZ8Xx0+55SrOGizzQ3tca5DPXyF5wCSsuQpA9+Nos8QJZhZe6PChUCLCXvwwFV5321rnQO0Zolys2asVFT7HRcynSyhwUy39fUBAtWUZwYS7qWRtMDDKyzZJ7SBfDB7lHSzocy2dg6woIkVkUwN+ONcsEg5Gg1RU/YHr/5rqYiRyE/pdny+s/Oh+nzhgsjgth/AHQHBdyxUUt9ArjRm9sRCk1nQQb4tBw2KO9kdO5dIwsfN2iuESekTXTCGIg8LYEta2IYTamFUnoz2THhXoOijUv2XOtHZqvtBZc1HPT1HnDUXugRZyX9IL/L3/opKjsc4mMN1eNZD0WXBoFotxCI2TnF+LCu/6Md+6/XmwzNB6BPac3ep84EMHv+N/REK439qMKHGdAa6sTxfYjOAReedle2QBQ5YWSJDTmhULpZhZU1OGwLL4FAHa0Rtd4aYkoL339Urpkx6TeGFfjgLHVrTj+yyW7NeswKOILBOK81BgDgcnKx9fEih+IFb8C8C9qwddb8BMXhEQ57RUE4jHqjLKol+/+zXVR7hDC9dVZzYTvtH9zna7w4HH5dZWdabePQ1aOBX5PCAFvWKxNI8RPhIOswm1PsORYM404flIxTBaNwjVJ1ItIGwjAMNJn8TtEFBexLsaf+Fo+Pk8Qra6AKIi2J05KEDqF/hcE1cmXDMI5142MUqBHnVEmnks9LtRjRh6/oCdY1h5oUcSJCL+b6XeN06z/QZhI3BV4tzFbtrlH9TVhgKIB2TBaIh1NpO8jYMs24dybRuKyB0/kLSURxN+F0P+tIXhb+HijabdLKYnjxVLJ2+PFqWiNC/Uc1JXzEhA9N5UMcGguuEy7Qzmfao6zO/lxZs+zaNxBfDidl4S70Yd/L9gO+UNnwiEMqg0jvL1ZbCt2ZYJE9vG48xRxLwOKowtoUijxoMoLhdKNLKiow4P7KnHR5n0KBaZKFawf8NsQ8GeAA1DW4hS3tXxbgX3VytS9ANBY/jZWPrlGocA017Zh+WM/xPWTNlkMGHNWH8y4f4JYCDLoC4vCI6AdlCsEq2oJCFoJAgQBoXHpUgSrqjTvRb4tWFWFxqVLo9rl2/Ta1QjtagFVjlx4kAf/q1fe5cLDpy9tjanAxbLiyINmp90xDr9/nBdqfa0h7PmhBkF/OKpIp9xFT64IAXzciy2bL9gpT0BgshpEZVSuPFhsRpgzDOL+grBpMDEo6m+HwSR7XUS2Gc2MqFTJFa6MbBMynPy17XmWqHtmI2mxZ/0p+UD6WIKooMDIEznouR8mIoxqCZZaY0at8MrHRiylRh2ALzyDaXeMw+//xPdl0BfmK7xz0uLBlY9PlARRmfInfLbZTRh3Tj9Ys4xRz9FgJDAYo1/9BhMDY6SP5f1vs5tw8sUDYc2UzkXk14SyeGx2vhUcC9QedCPkZ0VldJrQz+C/42+vG4l+I/JhthmTUkT0FhU+em4Tdn1XFVOxlY8LvQUU+bjQm5tizTPJzllq4s1NHVGez7xqhKIPpt81DmdeNUxMK61Ha1MAK/70o8I64270YeWTa9BY/jbE4EjhHps3oa2xSUp6AgZWK6+kuD1K5eVASFnf5rAvgAUV0YtaFIocGvOSptCYl2ODw74ALtq8D4d8AfS1mrFyzED0tprR7+uf4ItYR27insOg+kPYtXMKOHMO5rdEapkwQIV7N76v/Ug836lXzMGW/3wGd30NCONAbp8rMe3O07H1y8PYuuZw3PvpSPxArEDPyZcMQlnlGtinToWptFS8XuPSpah54s8wlZWh75LFMJWWIlhVBfcXXwCAuK30qSdRddfdCFZUwD51KtxffCEeAwCHZs9BsIKvFK3VXnTfvQAA+9SpUe25s2YpnoFw/dxZszRjaLT81N2NPvzvvT04sKU+pfETeokO9PpG7LckA7NTGbCv1a43nuRJEVIVMK01zoSxJm+XjzOt9txZsxTHyNvVCNsqek3RjGHQcgHSSqObirTDXRGwn6r7ipUwQUiJnkyq9MmXDAIQXaQ1VpxKrPEin5sARM1L6nlGPjclOmfZp05F0X33imNMb26KNy/pjTO5q1lCcVoxIAww4rReOOFXvfHxX79BY/nb4Nhm2POLMP2eh/DOA3eIBZL7ZY3ASQXnisf+K6cR1d7NyMhsQva4PXiE/BkAkG0g2H3qSBBCFO/D/xvYC/PLqFXmaIbGvFAoPZTeEYVFmLAv2rwP748aICouAG95EeJdRrfliO1cmMNPjWvEv/uOHIMTL7gYQ045De8+fC/c9TVoLF+Bt+43gJDonzphCCZfMhCbPy9POn6gbf16DLlgHHIiq37Ci2/7659i/KyJMJWWwp5rxe9m9sLPH29EWeUa1DzxZzS+9bZCELBPnYrGt95GsKICh2bPUbzw82+8AaayMn7blb8HwmGYysqQe9U8+HbvRrCiAgdnXgkACB05AmNJCQBEtZvKyhBubkb9Sy+jYdFiRbt96tQoAVWuCJUBsA6dCkASXkfNmiV+f0F4sPoaMTFjC3pdMkUhVAjfX50qVXi+seIndn5XhT0/VEet1Av7JFqkM5m0xfJ2rbgewSqiFwukdy69wqKfvPSTGCAs/+7qeARAEq7UAqc8TkpvnAGIapf3s1Z724/r4f7iCzS+9bZiXApojZmy+4DJsjEgV2rUCv6Ft40V+ziZ/o9X8DBVfabX/7Gurbft+JOKNb+jvP/VQrSQEl3d/5YME8b2cyl+f/J4lMalS2EdyveN8PsT2uVKitXXiLxVT6Em0sfqxRP53CSfT+Tzknqekc9NicxZjNMJ9xdfwLd7t2KMqecm9XiVz0sAdMeZ1dcIS+UauBtnJB2nde6NJ+DQtkZs+0pa9OJYYNtXldi6phxBzz9FxeWyR/+M7PxC9BkxEr9s+AEAcNCzHUMdk5Bt5jOJ/arFgbcsBrS1OnBcuFaUPlvCHOqDIfhZTrGQ99sCBygUPajlJU2hlpdjh/KKRQhmT8UVO9045AugxGLEEb8UIP06Nwv7t06Cy1WCS30nww4+xWRl6158W/shAIAQBrOfeRF5vfmc+i31tVh2/yMIhU8DY4wO3M/INuHieybEXd1e+5cPMeSCcTAWFYkvv7H9XHAuvl9hLWnadQhbX1iFwv++prm6mH/jDWj+xz8RrKgQlYzQkSMouu9e2KdOlV7MBoP4wu+7ZDGCNTWiEACDAX3ffgsZY8YgWFWFgzOvROgI735gLClBv2VvA0BS7e4vvtC07pjKyuA4/zzUv/RyylZRd1dl8Qrf0L5RK/X2HBOm3TkB9lwrmnYdws8fb0TGhAnitjPnj8TnC7bC3RRE/9H5URaeVU+vh7spqGvh0WtPdZHKeKvlwvcEJGG0d24bTvv9CcgZ2hfuRp/4XdRWFOG5HF/q0bXWyceSfJzpjT+9z+o+l49LvXEh3I9wH/Jxoe5/gBc4Nyxdh00HnTH7X3jmQv/HKnioZ8VJZZFKueVDbXmV9/OZ80cqCjGKCx6qfpb3PwDx+0+6Z7pC4Uik/4HkrbUGpxNhlyvqGGFuSmY+MZWWom3z5oTnrF7PPas5xoRxVPPEn6PGpXz8aVmYhXGW5TCJ7a45f8Kmg07F3C5/zrGymtUeasHHf90clfKbY70g3Br8/s93iclhfB4PXp5/BTiWz3BnZmy4sM8fQCIuZS/nboe5rQYnjFqNuxxPo5XYAQAvDSnDUwdrcMgXQB8LgxeLt+LEAVdGvbcoRxfU8kKh9FDKKxZh797HYbMuxTvDl4oKjEAW50YG1wq3Ow+5jEFUXDiOw8aGz8X9Bp10Mg5t3SwqL0f2hRHGdDAK33Y+jZP8BTbqjDJRqJArKB8++g1+PaIOzsWPo+FL/iUprGKOnzURh74sU1hLGu66G4URQUBrRdJ50UVwXnRR1MtbEExKn3pS8cIvfepJAEDVXXeLbQiHUXXX3eILOxUoLD+ylVLhGoLA29FV1HBzM5yL/4yGL8tgkW3Lm7oeg/aGUGKug9X3PIJVQMPN8+GsqID98FRxm6P5fozZ8nccCRRg/MmTkNMvS1x5DlZVidvYHWeipT4iDN8xDqGaGoXlR2gHBIWHt7ip21vqfdj8n0PiMYLypG5XHyNfFTcWFYnt4R1bMGjv5+L3FFbFt76wCoUfvoaG9WXIWrIYVkD8LnmrjOKquDDGnBUVCMstciprHQD0XbI4apzpjT89QVQQirXGpamoSHNcyAVOtYVP3v9ZMoHTWVGBQb1+pdn/RaX3Ymykn7OsrZp9LPyO1Ra+RPusPf0v72PB8qrVz/nW55WWV9n3l/dzWeVXYv8D0vc/fHiNwvKVSP8na61VKyzyYwQFNBmCVVVJzVmmoiLtMVZaCvvUqWhYtDhqXALSvKRlYXYu/jPq/12Celn7+FkTgaXrFHOG8Jwr8rz47/YCePxGZOdbMeW8QlSs2SpliOybjcseOgkf/GUD2loC4DgOhBAQxgaO+y22fdWMUy7mlRdrVhaKBgxC9b7dAIAA60WQ9cNs4C1kv2qz4nsAre48FDuO4Bfwystdew+jNcyhj4XB/dzDcB/cinJTEH3K5ibdB5RjA6q8UCjdSGHBb3C4Yim8vnLU7JiFd4YvxSmbGsTtRTgCb5sD4bAZxwX7ie2V3n3whoUMYwwqd/+MPeu+BQBkl0zCF4t3gZBoxYVwYUw5r1B0t2hculQUqgQFZdUzG+BBDsorgSKVe4TzyBG4S+9F3yWLxVU9+Qu/9KknUXnb7ZqCoF5QvuKFzzBAOIxDM6/kA0DDYTB2OzLGj4Pnm/8hWFGBfb8+Q3kCQhA6ckTZbjKBsdn49jPP4s8VCilWMQ/NnoO+SxbrCg8ANLdljBmjKSDLV1GTUYQG3HU3gge0XVCEbYeu/D2M4TAGlJUh3DwsShEyVlRgQFkZHJnD4I4Ij4ZD96MmIvDJFSGr73kAkvAIQLN9mNEIo4byJG9XH5O3ygjzF1+g4Ut+LAjtA4cPQzPzC/9d4ii8xiNHMKCsDLlXPanpgiMoIlrjrz0Cpx6xBNFUCZzGkhL0Z3cjdOBIXEFUeC7yPk5U4Y3VZ8n2v7yP1YqIvJ/lc0ZYw9XKeOQI+peUACUlSblgxep/50UXIXPy5IR/s7GUVIBXMNVWuX1nnsWnxWNZMNnZ4MJhvv2MqVLxHELEMRM1ZzEMwDDSMZE5T/g/3gKNqbRU97sAgOvDVVHt7i++0Fw8MZWVobwS8PiNsAWb8Juz+qHlgRvgrKhAY6lHEXPDEDby1Qg4jgUhDAgh2PJFBdpaAjhz3nBs+vRjUXER+Knxa4wvOAsEBAN9/bDWelAM2v8FgwFAobhk+bfCZu2DwoLf6D4DCoW6jaUp1G3s2MHnq8KmTTPh9ZVjt+kMPBa6Qdw2g1uGidVbsGfPKbjEPwkOLgOcgcP7+54W01f2zxqJGu8BGHIyMLzXFGwpVwae9h6ag9POysX7z21D0JABW7AJv5vdD8aDOzTdbDyNPjQO+hVOe/4mAMm5R5iKinRXt4XrMDk5QCAAtrW1cx+sHkYjf89yQYPjxP+NRUXo89ZSMEajrjsboP1c9NzcACTlThLvGce6L61t8tXljrpN6Z0r1jHx7k2t8MZzwdF7nvJnYywpAcdxCFdX89cDeGXY6QQ4DmyzlMoVAGDiaychqMx+RDIykDl5Mtp++IE/xhhZ8wuFEh4XgvKeCldH+XPsaJ+luv9jPYNk2zva/4n2DceyODRrNkJVVbwCwbKygkOQFJFQF9Q6kl9XaMrIADGZwDY3w9i7N/otXaL7XWK1x3ou39z8InL3fgVrqCXKkkgmnI5/Li2HuykIi68Rvdt2IOu8C/DTd42K+yxyeHHK/JF495F7YQz7EWCldP/nD/4DbMEMAMCnlvVoyqhA+QQLVpLLAAAMF8ZLpseRHeQVl7Fjl8FqVb7HKEcfHXEbo8pLmkKVl2OHdevWYcAAB9buvQ83+O9DmPBCVDbXjOdwAyr3joSvciwuCkwEAOzi1mPrwf8CAIzEhHPLrkOIDeKbVoIgZ1WkrDx+YjGmzhkGgPclX/XMBnhNObB66zF2y9/Q9/brdP264wlc6pehQkB0OIBwGKzHo/lC7kkQiwXWE0bAt+tncK2t0vPlOJDMTBCDAWxLi+L7Jyq4xxP2ko0FApJXkvSun6z/fkcEzmS/PxcI4NDs2QjV1EYpn3ynEWlFuxNhsrL4Ma6CZGSAGI1gW1pgLCnhlWGGSZlQ357n31X93xlKWiK/J/nvz5CTg6wzfo2Wz1ZLv1lhbDAM/7kHz0kiEQsz29KiUKq1lMpk5wzftm049Oyr2DzudnjNObB663Bi7fsY8ibv9rnli0P47oNfVDfEwYJWnJJJ8EPdv9DgrwQAODOKcGbRbDAg2GU4jO9MPyPvlM34k/Ex8chfcZ/jZuunGDjwZezf34yJEyd2+uOjdC9UeTkKocrLscG6deuwevVqMIXFWHnCRNTIFveu5Bbit/gEmzedg0Gu8RgXGoBqNOKrA2+ARKwuJmLGb/pchSOBTOzwsdLBHIcp00oxaKRDkd619puN+Oebv8Bny4fVW4/zrjoOOQNL9IWKWbMROnyYX60OhaKVEaEgBCu7dqoQrpNhQ/bUM+H58kveWsMwvN81x4FkZPDFDVvbwBHwhdA4DjCZQBgGnN8PecH2biPyXYjVCsZuR7ipSVrJFbbZbAAh4NrapCqOLAtjUREKbr8ddX/9K99HciUpslLcUSWpPcJjhwROYYVbrvDa7QDL8n0sUxBhMMDUqxdC1dXgAspirj0RYjbzY9jnUwjSJCMDhGH435hcEC8sBBgG4erqDj//rux/Q3Ex/xXUlq+cHBCGQbihQdFOsjKBMAvO61X2v8kEY04OQvX10fMMw4CYTOD8sWtXpRphTiFmM2Aw8Pcs+80iMxP2X/0K7m++AtytSoXJZOL/D4U6b24SnkswKD0ztYW5tAT93tbv5+wH/4x/LT4oKi4TqpZj6JKXYSotFRMp7NnajK9WVSkWzEqMBOMzDTjcthtraz8W24f3mYYRhsFogx/vWL7FCaP+gzedc7GJTBCf6soBJmz46Es0NTXh7LPPpgrMUQ5VXo5CqPJybOByufD3RW9j2fFj0GLLFNtzuXo8i5tgZMP4/rvLcaFvIvI4Oz5zr0ZL/U/iflnOXGTmzkNzk1JxGfLzW+jDlAOIzurlrvVg0+hb4bPmYcje5SitXsu/4Mxm/v+ucI+QwRGAcJCE+NJi/PTwxQCAwrtfRLEL4kvVX+TE7seuxCs/vYI/LQNym/mV9UaHAffPBCaXnoIrX/gZXE2tov36E67F8Q+8BUuDGyQzE1w4BPh4gSctlJvOQFiRBqKEQYRC0SvPcuFLjtmMjNGj4N22XRIsE1nFNhq7fCzFQuxno5FXbAMBMVswAfjnFYmNUowJQkDMZqUgmC4YjfyzV1uYGAZMZiavCGr0JxGUJ/m40Ot/QkCsVn5/dT/LFemejsnEfw+WVfa/1QLGaALr8cCfZ8fuR2filZ0LFPMPKS7ET4/OACDNWZyBAQmzqHYCtU/yLrijHnovam6aXHoKrnx5D7iqalGpF+fETkb+PUlmJrLPPhue//4X4aYmHCmZhF2Dr4DV14CxW/6OrFyrIkOjYN0pD/fGz0NnKxSYPCPBSefZ8eGbD4vtRqsTvyu5ChYY8Q/zBmQctwbGskbcjb+K3gbGcBiXrv8CvRkj5l57FZxOZ+c/BEq30RHlJXZZVQqF0qnUbGvBx4Mn8YqLTDCYjvdgRhBudx7s4UzkclnYbnErFBdwAAldqFRcIpWODx13HjyNPtGX3XrCCdgxYxqCFRWwES8m/vw3nP6/21Ba9Z0krAQCHRY2xW9gMgFWvgJ4mABs5L3WnEXAFfJ5/6udwLLHT8P9VzIIMxBX2f96HvD4wVfRkE3w7qXFCDEAwmGEGeDRs1rQkE1QklmCMCcJTCEujGyzHd9WfYcGX4OivSSzBA1OA269tA2NDgPvRuLzoy6bv/4NNxhQnxtxuYgIcCEC/p4AuDMZhC76DdqsRPyOPWLJRy5QyhWMYFBb2WBZbeE8EEDbj+t5xUU4l/wYvQWwrlaCIfWLzwRwmbyPfV0W8M4jk3HDDQY0OvjYBS4QQKPDgBtuMEjt4TAQContyx4/DdVO8PExIV5xqXYCy/7vVPzxaoY/BhCFM/n1WQAcIZ0/TkIhbcWBZcG63br9yfkixQjl40Kv/zmO73utfg6H01Jx4QBwBgNY+d/CRosZsPEJS0KE/wdAVFzqc41i/9dmA/D5wXo8aHTwc0hDnilq/mnwNuCVn15RzFkkzCLEAO9eWoyGbMJvV81N2WY7Pm79Hn89D7wiyLIIM8D9VzLS+APAFeahyc5PSCyB+L1gNAJmk/gdk0VR3qe1Fc0rV/JWYQAlR9biV9/cipN+fBxW1sMnGLj8Mnxlr4KxpAShI0fgafTh0MD/b++84+OorsX/PbOrXq1myZZkG9vYOAYMoZpeQkICJCS0JPQXfg8MhEfJy4OE6sBLIJA8AimQ0AMmhDQI3XRDqMaAA6a6S1azJKvv7pzfHzO7Wq12hWxkyWuf7+ezn9k9955779xzd+aeuWW+7v8H+kvQHFYefbCFqQ39awvDPa28jDfNbHKknJbmaqqo4zAe7a+TQIC/z9mfXbvnEHh3jNZEGmmBOS+GMUpc+87DfNy2aoDsmfFB1uYGyA67sU5Qpa5lP54FYPXqLzDJLUcQ1n7y4ADdYP43CGUUx0ki/H2HX9GdtZ7uzHG8Oec8ejMKCdXVsfzb3yGrqR0A7enBaVtPwB3+FJxwoP/WlNhJA1ifC784vYwrLxjv3fBDoZiDcPVF1YT/dBMtRQGKOhRpaKGxEG45o5pjZxzHBf90CLi+sxCJcML99cwOV/L1grlc8LAQdCHsQMCFCx4WjuzenivujVDeDo2F0FAIFe3w03sDsaeh8fIr7o3w9YK5gzocAQlw7IzjyJlYww1f8zoNuF6H46b/V0nk/ptoKglS0OnCXx8nt0dpKgkSeuAm5v+g2jtPn8ZCuOrcCn75H2U050et4R8dUMezbUcWfDIe+gKD61JFkna2XAHNyEgPh2kTSNau4r/3BeD1aUJrrh8WcDyHln4Hs74Y5v+gmtADXjvLDoF0dtFYCL85q5pjDj4nqcNbkVPO+NyKQfKqvCqO3X9e0o7osQecjUyp5edHaczpDjvwf/9ZSegBr804QFOB0lTgl9lxiPg9xc4coSvL++EOcf7bAvHnHBHvP5AoDwXg0wro9Z8vqEisLqPHxgK4bl4lfbf/jKaSIAJENOLZIfE/29sH3T00FsL8Cyr51RkVXnvyHYcbvuaSM7GGY2ccR1ACsbJG28XXC+YOuP40FnrXnPkLvGvTeQ+5sWtW0IXzHnI5snt75i+QQdemn/4pk7ktZZxwf33sAU3AhQv+6XDsjOO45QyvzNLQzLgNLi1FAcJ/uomfRM8lHIa+kHcuP6im787rWF/olbkrI67OSN7OPgtHIwQ03L+JxbpGZl58J6G6Onoz8nlz53PpzhxHd9Z6Fuz0vzhl/fcUdYKs2f4CkMyYrHn5P+mgl0luOe3tFaxZM4OjeYB8bY/F6cjO4YI9imnZPu4C6/Nx2yqufefhYZbe2JpJW+dFRLJF5HIRWSYiPSKyVkRuE5GJo5WWiJwkIq+ISKeItIjIIyKy96af1dhw9r3Xs2DBrZ8ZtmDBrZx97/VJdaJhqeSbktbWlP+17zzMDU3VHP3Ge3zctiomn/jIk+y95BV64t7HcgwLCBJh1cov0NJcw5RIBSs732N93zo/hpCRdzTBzO1iOoFwN3NfupQvvbOcOa9fx+RPH2L20tvICrV7c7NJTXznIdYpFGJTQpoLhfV5XhqNxULRw/ex5rT9iDjeBSTswB9OKOHrE/fltPDOBOO2aHbE4ZTeWcwq3YE8zRiQ79E921GzeA1lLWEaxwW49LsO9cVQ2QoX/76FzEdfwF1TR+O4AJf5YWXrI/TefX+//MQAl58YoHFcAGlopqQtwrpiuOzEAFedlEl4fAnumjoyH32BH97aPKjDUbN4Deet257zHxYCcR2Os//UzqzSHWg6ateYLOxA01G7svOOh3BK76zB5ylzOGrCvtx+XInnbOF1rutO2Y/pTz1Fb3EO+b1Q2wiZEegtzqHo4fu4dF6B10FRxcGbTrLy+4dR9PB9NBY7OAqRSMir/yKh75Zr+MW3c/udpLiOnPojR+3Z8OQch44s38ZOf4evI0fozejvPEcdpt4g9PmdnejIAUBXJjz2RYf27P60oiNpvUHozRis05kFz+4obIjmH3BiT7hjHc5CmP+9PN49e19aipxYO20shEvnFVD08H30FueQGYE5nyjFXV6dTX/ySepP2S/W0Qs7cM83Szgxe7eU7WxWuJyLf98yyOH98e9b+dEtrYPkF/++helrXM66v21AR/Ss+9uYFS4fss3UfXcujYVQ3g7lG6C3MJvpTz3J6nMPo7nIIa9bye1VWooclp67f7/9/fOP2j//wbto9vtv63MZ4LxF63BDrtCZHecI+fXfnQHv1ArdflXEO8bdWRIbRYxIvz16g/2d3UT7vz5N6MrsTys+//Y8Z1D7a83pL29LAfT9+irmfy+PhoJ+u0Tt/O65+9NS5BBQ7z+QaP+MCNQ0QVbYt//Cp6g71be/evV/57ElfKt0L3be+6iN+s+e0TKdcx7oGPCA5PyHhfPWbU/N4jWDnI0f3tocuy6Fx5dw5UmZXHZigHXFUNYSpvfu+5G1DdQXw5UnZlBfDLK2gd6776esJTzo2iRrGzj3rhYqWz0H/NLvOjSOC1DWEqZm8RqO7tluwLU7T4PMKt0h+fWndxY773kEq0/Zh8ZCyA35dVaYHbvO1Bd7bSxqPxVio80dWfD2ZBnwYCUZ0XaaFepgl7dvZvqH97Prq9dSEW7nsOLFVNa93B/ZCZJZeDKdud5oe1hDLGt6niLNZZybx6effBG3PYdjWdCvo8qanAB/WPzagPvpx22rOPqN97ihqZrDH7lri7zPp2v+8aSSb2mk5ZoXEckGFgI7AqcCjwKzgHuAUmCuqn60OdMSkRuA84HLgBuBIuCXwFHAsar61009Pz/9UVnzcva91/Ng1SGUuw38qHEFJ5xwRtKwEz94nXu2341Gp4I5PW/zVvZOMR2Aq8sn0eh4L6pKJo/XGW5am6Kzpeb/5eYXeHPcDBqdCkrdJhSlxSnnW2sW8mTxbrTnFQFQq8u5motobali6bsHkas5HN+zN4+vuY0NoRYQISPvuwQyKmJ2cvs+ZM/Xf0d+Xzeg3qL1FCjeDctR0IwIvQdPoCLnXT5dWE6p/9qYlgKYfEgjDZm7kvPwp2iX16NpLISbT4D/bK9i4sOrcDuCsU5CYxFM2bOZrpeKcDuCNBZ6eVW0g5MfZv30EooWt9Pod8bK26GpSAkdPoHtPlzGRV8sZlmpQ2mbctUfI5S1QePehTyb18bCGUEYV0RxcyvVq2DRbId9342wZLKDjisEBFnfxpxPXUThrSkO7YUOLsqMZpfr3milPqOW4n+1Ul8MP/lOBhFcDnsvzF7jJ8TOpb4YbjzS4fx/uJS3QdsuhYQ+aaOsTWLn2VSkRPYfT9Uza5OeZ+7cNj59pZTytv5OrZMfZs0RNdzvrOWcBf0jSTedoByTW0tFyxLaniqh3H/4GM5VZh7SwDvlexFYuxjnieKYjntYK5EJu1DV+y9+rJX81wIl6I9aFR3aTFPxHLIeWY50BGL5a36E3q9OpqLvzaR2BlLaf2PTGkqnrPUt2p4qjXX4f3mC8BOpp6wd3n+6gmCnxNpZ0aEtNJTszJ+7Vg6qs+PdCUnb39SDGllZP53if7UOamcZ2xV57a8ILvuu1zu76o8Ryv3dkpPJuyblkLuim/piuPnIIGc/FKay1WsX4z5sSdpmWvcq5sad1nPWAonZs6VA6f3aBGb0vM3yheWU+HXWXABTDmmkyQmktn/rGwPCNC9C79c2rf5Hzf4PL0e6AgNsGSn+IuNbXmX50+WUtA88/4qIO2L2X5a9ExmPrh32f1YyI2hfgMYi+MVRDt9/yKWytf8/+691a3lihyABHH58b4jKVs/GVaGV/OCLxbxf6uAgFLa77PKpy3M7BZj7rsuaGthr+pEs+ughalbBy19w2M+/ZrUVOCjK9BaXS5/oImN5Ni2FXvtrLhJmtLj8/PVWPpk+I3Yu8WWOb3+J1581R9Rwa+HapO2vNPMd5rvlXH6vd81QUSYf3MSy0hR2Priawk8+pOP9fDLDw1kbqLj+3WfZ1G+wtuZLsRDX7aG9716yu1txcDi8+gyW5TSzOLicrKwOdtr1US7PuIbVMgmArL5uvtb0Mn+ZcDDlbgPzWj7iN6XTaJAK8rSdTincIu/z6Zj/t+oWcvN3LgQ8xyWZfHOxzS3YF5FrgIuBc1T15jj5jsAS4CVV3XdzpSUiXwKeAP6sqsfGyXOAZUAhME1VmzbxFEfNeYlvrIkOTHyYo2FcCQ76U5S4TeB3xEvcRkBoccoGyBN1hpPWpuhsyfnPe+t1GlyX+3fdixanDIASt5G5jSt5ePwXY/a4UK9hh+4PeGvx4YTDWewRmkZ+axuvNT2KBAJk5B2PE6jsbyedi6lZ/iC1LW1kRpIvJt6QX0M4kMW4to8ICwTVe8r32+McztnrCvIf+hFdTzmUbPBuTS0FkHtohK65P4CrbqBkg/cktqEYLv9OgF0/haNfirB2HDx4ABz5MuT1CG253o2voQge3lsIAnu/rWSF4I3p3lSfpmKlwHUZX+c97VtZLqzPJ/l2yjL0rXJjCYYVHBCUkL9L2rgNSnWTN/3nkyqhLwMyQlDRqgRU2OlTpS+o5EzsQZdnU9gJa0qFqfVKRxY8saeAwlGLlNIN3shFfg+058BjeypHvOR1oJ/ZyeGLH7pUtHlPlwOu0FwAdx8S5PQnwoxvhZY8b5Hu+HaQHKV13inIb+6ivBXcWEcMnB9fQO5L19HxtDOgk+bmK62XX8idi3/Bub5TE3bgVycIJx16ZVI7FxziTQfZsDA4yP4dR17N3U9dPuy0htI5ZZfzKb7yepyO+E4lFO0ZIvhSEDqEdcXeE+FxnVA/Dm79SpCTnwozrhNCQSXiCOuK4M1pAfb9t0tDESzcHfZ5G3J6vc7wI7sHmNjssq4UKsNhqj4NkhGG92oEV5SmQkGCvhMfgcIuz5lvz4WI/8Q54MtbCoXSNqUjF7Icl76Iw7gNnuM/Y7USCsC706A3U9AQTGpQVpU7HPFKhNIOIKhEIkJpB7y0g7DLR579O7O9PMrboS3He9o/vg1a8sGJQFUbaJ7SdvmF3PjhLzl7gRvXEQUu8+y/MfU/WvaPv2aAN2Lx6xMcvj/9v2L2byz0riflGyCSp960yB6hocibIlnSAeuK4Q+HBTl5YZjSDog4iuK1kTenORz8tktDIfxzH/jKv4SCbmgqhHcnOey5zGV9AdR/oY+SZZnk9sDHVUJ1s7I+D56dIyjCnu8p2SFYXQrv1QoEvf/+pDrFUVhdJqwv8K5LDoB6tgoF/WvVSF6fVGMjGq5/LSzqhOpm721ejRVKZ0AoaxUCEdj1Y6U3qLy4k+AoHP6KUt4Gr20v7PyJMr5VCWS49KhDeRv8fe8Ab09W/vsBl+pmr/1nDOea8fSP+N9ch7MXCBVRp3PcTEAoWf8+yVZ1KVBXnMdHtfsRGve12MuS1e0h3HsnkZ5OJuXNYueKL/PXrFfpkl5KSlbhzm7hp3J5LJ0T1rzMwqqpg+6/X1v2Kv+csceI3LO3tn7GpuQf7fMN1RfcXGxTzovvIDQAmUCpqnYkhL8E7A3sp6ovbo60RGQhcDBwmKo+maATdYYuVdWfbNpZju5uY0M12p/95hr+b8ZhuBLE0TDnLXuCH551CQsW3MpV5VMGdMQva1wOkFR+wglnbHRam6KzJef/m+uv4VdzdqfFKffDmuh1CujEm1szXd/nR+HLefutw+nuHMce4WnsEK7i0dW/pyvcRWbBt3CC/TMZq9YuYuYH9yZ9GhYRb0rFmpIC7jl8Z5pyXuG4Z8N0ZcOGHHhsd6GhyCGzD6avdXEUOrOFUNDrQHRnQlc2OK7XIQ8HR9aRMDYecb1OlYrX+XWi6++DkN3ndaz6gpAZ9r6Leh8V2JAjFHYpAdefKoIXxxUvTnTNkdD/vSUfSjZ4jkaUsAPrC4RxHRobQUG8dhJxoDXf6/g7rudwKd56qd4Mr1wRB3ozIRj2yuGKF891rH0lIq5XxwHXn6rjerboC0JWCIIRYrtSRW3ZngfFHb7N/PYRcWB9nC2j64Sidlb8KVa+8+a4niO3Pg+KO/1RWr9M4YDn6BV0e/Ko/VFPJ9r+vPUrno7rePGEfpuP9IMJYyNRJSPs2yoAed2Q2weZISUz7Bn0kyqH3gzI7lW+8qZLRSvkd3u2fGXHPfnWM/9mcmN77GFEMurLd+G9HU5DHa9xqdtJ34b7UbeVL084jYysQp7KfIdGp53JU97gTzVHxbZOLqOV/2x6j/8t3T12/z35/cc4NH8KTZldW+x9Ph3zHwvHBT6f8xLcHAXazBwM5AOvJTobPovwHI6vA0M6L5uSlogUAgfgXc9fTqGDr7PJzstocsIJZ8CCW7m6HBqdCq4uB/y5kfdsv1vsT+BKkHu2341JsXmT8Y5v/M1osHzBgls3Oq1N0dmS8//1nN1occopdpvokyxapIT4ZWfHcS8fLtsHt7Ocw0OzmeCW8G7rIrrCHWTkfz3muGT1tDD9owepaHqLeMIOfFwZYOkklyVThMZxQlNBF8i/ALju2ACJ9GXC0slpu/Stf7RmG+gMqSOxTQDcBJN1Zfd/780kKS2FG19H60pSyMelTiu6TiOR+HJFUpTR6Ecdb5Qq2Z5tqWwM0FicXJ7KlkORKq31BcnlAH0ZqcO2GeIfCm+J1yYRQhkQ8m3VkwnePmjRsvaXuSdL+NveifeO13llKuT2BChvVWatVHb7UJm+FrLjGmxl42Jyu5t4f+aJdORXI04emQXH0Nt+P2+1PM3+lcfxtb5deTHjfT5evgtHFj/EkoJdiEiQJoq5uXR7XBzEv//+c8YezPGnPW2p9/l0zH8sHJfPSzqOvFwCXA38SVWPTxI+D7gZeEJVvzzSaYnIXDwHpUFVxyfRmQUsBXqAPFVN8UxiaMbiPS/RRpzV3Ettez0AERxy6WRm81reL51AF3lEN6D0wrztU7vISZB3AkIXuYPkqdPq8tPaGJ2RzN9bM5Kok0cnM5LqBMihC/HLHNQQ4giiQpZ0AUIfOYgTQQJCd14WDbnjWJ1VRUgG9j521Lf4zoq/0fXp/hzStyMa6uLd9S+ysvM9MvK+SiBzJhl97Uxe8RgT1y7C0f47xKoyeGqOw/Ozhc6c0btRBlUJKmSoElQlA+97pkKmKtm+PNOXZamS7SoFqoi6ZCpk+7IsVXLVJcdVMlFyfFmmumS7kIkQwCVDlSJ/O9c2x4ktLA7EyZucAN2O0CfQIw59eN97HYcQguMEWC8uPY5Dr3hhfQhhgZA49AqERegTIYQ3jSMYyKHD7aHXX6wcFojgORMR/7sblYk3LcY79v92/TiKEEFjC6KNoRFVgngjiUFVAnjHDL+dBfHaYWZce8xUJdd/kWkQT5ahEMQ/+tN0gtEpQfQ/Roi/YId9GwYROgVCvo1DAiERwiKEROiRfllIIIz4bciXARHx2ljYbxMRs/+wcXw7Od7MTxyUgP89GBcWwGsf0bbi4MvUmy4bQGNtIUC0vUAG3nUmw29PWX6c6DWr2FVc+sOyXK+NZUXbmquUud7uZm2OQ0QEUR10bWr1rzlhoM9vDz3i0OMIfQg94tDpCL0idDteu+oTQUVo83/3+G2uL6599crA9hYWISwOvSghYdSuNRlhZY9lyiFvKbNX9vctFaGxfA6fTD6CrrxK3Mh6+jbcT3lWKTuPO5CS7CreCaxkSe4S3t9jHI8Hvzog3RztorpvLeXdreR09eD2OigOQe1DVOkhBxX1XnlEBrl0sGPzSt4praWLfAKE/evu0H2G2U1rWVo2gc5h9zOSy/PoZMeWVbxTUrMRaXUys6meZWWVSXS8/sRG5e+f/3Dy35CRQ311xag7LtvayEuVf2xJEb4+Id5IpzVcnWygeIh4gOekpAiaOpTe5iA6AvOcbuCvUw8eEPbMCJZmU9Ia6/yf3ozWCGiIr7Q+QdbHh7NHdyVLWxeyomMpSoBg7mFkOpOo/fQhalY/QzDivVixLwAv7yA8NcdhWTWf+XRvXCTCuIhLkRuhKOJS6LoUu94x33VjN+Rs/4ac7d+Uo8esuBt11DkZ6/Ga8hQvDJzgugN7oFsoLt52ylGnZ4DDg+c0RWf/RGJOj791Mr4zhD8VBz9c+rdCjcbRBFn/R2JTe2DgVqrxx2TEP5+NfqIKAby2IXgdSm+FAX5nM76j6f0OxnUkA74THIhzOgaPF24dKBACv6PZ79SEfUc63iH2jv3OcMz+Em9rT4YMtGH0MxSJz9sHHONs6MSFebb1bBhrB/E2jv329B28NjDwe78jEsBzUgK+biDuezqR6roEUDFGLzkN0e/k9Pmf6IObXt8hij7M6ZZ+56ndcWiLfgIB2h2H1oBDYyBAOMk9JxQUFn1BWPQFqGpWDlnicuDbSmG3UtG4mLKmJayr2J1PJ38V8r9FY8ffeKrubipzpjC7eF/G6T5kvvcML89uo12KYul2Sy4fZk3jwyy8XtUw2JR79kj2M9Ip/6nhT9JmxCVKOjov/gaMpHpJRW9CvJFOa7g60bhDOi/GtkmG9jKND5nJv5nesoIZb+1HX/1KnuxcBBk1BPOOJMOpoHrtq0xaeRcR6eSDCfDRBOGjKuGdyf2jLI4q48NhJobCTAiHmRCOUBUO+58IlZEI2Wk2wrotEO3geT1L3z7x342tGsFbbJmpanY3NivRUfHcEboPuEBzwKEuGKQuEKA+GKQuGGRNMMCajCCrg0HqSh3uOTjAgv2VHZcr269RptYpU+teYa9XX2dt1VyW136D7kA3jeEVLGx4gvGZuezZszu92Y+yeEoVnwYms4YaVNLNhTU2N+novHT5x1SzfrMS4o10WsPVGVYZUg2X+SMysz5LfySJThvbt+Hd0cx2qyagYRwiZBJicmQ52/WsYmpbEzXNvWS0jYMNZTjt46hrW0Fm2KUikot2v09YXqArq5nF0yIs3Melt9glXyHfVWa6yj4dUN4qlPY5FIWDQJBesgkTpE+DhAjSQQZLCfAWQcIECatDhAARHCI4hP3vLo73hB7pP6rjP831nqtGw6Lhmhg/9myWWJrRp/vRtCL+M1k3llZ/Hv2/B4cBceXpzwcYtNtN9CmwI67/2/Wf7rr+02HXL4X6T4Cjco070/hPnK4MlMd/J+43CWED5fFlHqjbr5coSzzXVPLE7ySVxyOSujMz1FjeUF0g9YdzomeSeLaJcuLkmnB0E2owvl1pQjuJl6sObJsMSHvg96FIbe9o+4lrJ+IOiBvfnpK1M/zv/fkMPKayc2K7GCBLYc/PmjSUyp6qyTUT602ThA1l52Q6OuB7fJxk7aM/PNGOyWwc/Q7915L4sPhrT3ybif8d3xaTXgtVBpxHIvH2jV6f4ttDtAQOSiCuRTuxj5djwD86cdejxDiD0x0si0+7Pz03Li0vvaB/RQ8SIRA9iktmJExGX5hMQkwlzEyJkEWIDO9uQ4/TS1OmS1PQpWkctJfBu7sILzuC0xGmuOE5yte9SFF7CUG3DKEctzeL97v+zdT1Bcz8txDJ/pCuktdYVR5gRXEBK3PLWZFRSwf53n1DttZx2dHn6vJJsODWtBl9SUfnpd4/plp+OM4/1m2mtIar0wO0DqMMWwTxi7aWBiq4YukjdPf08HzpRDqcvNjir3y3k/2aVwPwXGk1XU4eAHluF1/p9HaGfiyvlE5fnut2cUCz91b5F0qrh5lWJ1/p9JYPPp5XQoeT/5k6uW4XBzavJic7e0D+eW4n+/vxRzJ/AZ4tnUiXk+/n38mBvnxh6UQ6nCJchBzt4rj1a+ntC3HPlGm8mLEzzxcIhYXtHL50CXuX5FEaLGPplE4e2mlXmp0ySt0mLstsZaZTwPs3PkdWYxNZjnBA5fHkZRTSvgu0fvhPbtbH+M/HIKtN6RxXRMN3/4ebi3/Fup51BFSJiLBDS4RL3GNwjziE/3lxHnUZEgurCinn7zqfGz68ifqedVSFwihKfUYGVdnjOXj8fvxxxZ99OdRnBKkKKQdNPYZ7Vz5IVcjltjrvr3F6VRV1GZ6jURWKcLsvP82X71O2B4uaXqU6FOKqdS1cNr6E1RkZzC3bnZebXqUq5HKnr3OKr3PWtNPQV27lm53rCKnDf04oY3VGBmdNOw2AfZ/+NTtFvPdUvB0o59e7HsCiuLSqIhHeDpTz4sFnA/Cbj25Pmv+ipteoCrnc4ed/qp//3LLdeanpNapDIa5c18Llvs4+cTqJ5wmStF7mlu3BS/75x6f1nZpv8UzjC9T1NFAdCnFNQzM/rKigLsPhhJpv8dwnfx5ksx/scQ3XvXcjdQk2q8wez4UzzuGG1388SOfC3a/m+vd/NUinPMvbeaaxt2nYaW1K/hfs9hNuWHbTIJ3CYAHt4Q1UhVx+1tDAJRWlrM7IoCq7goMq9uP+lQ8OqjOvLl9JWv+pbBaVJ7Oz12aHtn98mxnK/qny37t0D15ufi1p2ygM5tMe7hi2/VPVZVX2eC4Yov6vXzb4f17h279hI+yfKq2q7PFcOPNcrn/tR8PW+Sz735vE/nuX7p6yLqNtYyj7D/7Pprb/y/5/dv66Fi7100q8/tQFAnHXrNPRV27hm53rKAsrTUHhL3njkT3P4Dcf3T7o2pR4zYq//nnnMrj9DXUuc8v2HLnrzO7+/7y3YYDNxmeN57JP5nBT9iO8VxKM6YzPruCanS7l09/fR9Ybb1PV3I5bAJ/Mgi99+VcULoaOcCvP1z1AjzrkZRxI2RdyKdleWfxSA/cfMpkWp4zSSANHvvMWcwP5dBZ28++uZv5RsjfqOmRs6OOMNU+T1+3w18paOpx8MlTJd9s5rKWOgLo8VVpFh1MQu2fnuRs4sHktGrtn9/cZ9m9ejSC8UDohoW/QwZfXe3X76LgJg/oZCjyXkNYBzWsQ4PnSqoQ+QwcHttShqjwzKP9VgPDioH5WB19urwMXHiueMKA/daDfZ0k8lwOa1/j9nOTn0qvwdMmEBJ3VZAcc/llew8cTt4tt1pQODkw6jsW95R+npAiPyt/eTGm9g79NvYjkDaHz7qYu1h9tEnebmOd2c+Y5l3D+RVexV08zS2tmsmTSHJbWzGSvnmYuuGg+E6pr+bB2Ku/Uzuad2tl8UDuF4rJyisvK+SBO/mHtFCZU13LBRfM3Iq3tKC4r58xzLmGvnpZh6XxYO4Wq6ppB+X9Qu91myb+qupYPa6fF5b8dVdW1VFbX8nHtNN6r3YFltTNZWVNDbtV4Djvze7SWVrG+eAJthVV05pVQlZnPnGO/yrqWD5m4rJ4jl75NfkYHq3Nq+bFTSfGkyezS8BL7f7AcjYT4V90fWbZ+EVk7FHLt9Df4qNbluuPDtBaEKG1qovaPVxBpXM2ESB931a+hJtLN+2XKD2uf55WeJdRnutSEe7mrbi014V7qM12eaHuadb11TAiHuau+jrvr65kQDlPfW0fN+CmcVnkUf6hbx931ddSE+6jPVGort2Pe9FO5vr6bGjdEjRvi+vpu5k0/1Zf3UO2GqXbDXF/fw7zpp/G7I37PaZVf55a6RvYI93BLXaP3+4g/MG/66Vxf38sEN8IEN8L19b3Mm346Z+97AYfs/yvKI8okDXFLXROnVX6Ds/e9gG/VHsl4V/Ff18J4V7lyp/8ZkFZU/q3aIzh73/OHyP80rq/vYaIbZmJcmW854g8xnT3jdH4Xp5N4nqnq5ZYjbuW0yqO4pa6BPcPd3FLXwGmVR1FbtR31vV6d315fz66hnpjO5KrtqM9UasJ93FXXX/+PND9FfRKbreut4/H1TyfVeaxlYVKdpr4GmvoaNiqtTcn/8fVPJ9XZEGlj3/Ldub6+m11DPdwea3/11FZul7TObjni1pT1n8pmQ9l5OPbfY5j2T5X/rUf+Pmnb2Ld8dzZE2jfK/qnqsv4z6j/Z/7yxr4HGjbR/qrTqe+u8drYROpti/1R12f8/G9r+g/+zQ9n/G9xS18Tu4d6U15+B16zzY9esTMelPKIcsv+vOHvfC5JemxKvWfFppWp/Q53LiF5nWp6ivq+OCeEQd9Wv5e5673tD31oumfwC75dBTaSbu+rXMCHSR0PfWpY3LWH664uZ0tBEa0EfV38nwhOHFFK8VwkfdyzilbX34boupcED2PetW9nx8ZupnTODe746kzU5teRndHDUv99ll9XZ7HnaEfQUZfLITgexvnAi7UXlNJZO4s4d90OnjmdVzSQ+rpnB+7Uz+aR2ChUTJ3D2RVf69+wZLJm0M0trZrB3Twv/ddFVVFXXDOozTKyu4YKLrkzSN2jhzAuupHhCddJ+xoQkaU2orub8WP4D0zrvwiupTJp/LRcm7We1cOZ5V1JcVT2oP1VVXZP0XCZUVw95LuMnDj6XCdU1zDv/Ck4KupS7Df5us5NYENudbMslHXcby8V7N0sQ790snQnhi4C5wP6q+sLmSEtEngYOAr6kqk8l6FwNXAJcpqrzN+0sR2+3MXtJ5ejkv2fb+zw8bv9B8tNfeAH3vcU4ks+k7gDv7LsDf97VewHXt9c8yv/7yV00FkJHdinLJlTjagdSPZ3bd3qK6lCIHzRE+F12Bmf+SalshXfnuuw7pRGJjKMhIPywKsjqjAxOHf8Nsv/950FPBA/e71c8/cK5fLNzHRLxBg01sD4WVvjIPCaqN/IRrxOV1+M9ua2kKeX3NTKe9q/+ekBaGeIOkn9enXTNP7H+43WiYRtjs43R+Wue986hozsbP3dam5r/N9vDA+osVfvbkmw2kvn/pTA4oP7N/tuW/Ucr/5G6zlxZOp5FeUGqQyF+VhemIqIxm+2x4XDy73uU+mL4zXGwvtAbrTnl492RZQ2IU0Re5iEsnvR7jn9iPZWtcMuPT+a+iYdT7jZwzJuvUvruanp7VpOx42xu3fvgWN8k/uWU+bqBDinY4u7z6Zh/ur6kMu1GXlS1C7gJb23JyfFhIvIFvPeyvJzgbBwkIq+KyLmfNy2fa/3jGQk62cCJQDvw2006wVHmBbc9ZWONDztv2RMxz/yZydUx+WWNn3JZ43LK3QZanHJanLJB8kSd4aS1KTpbcv7B3jCHNz7J8W/+i3Pfei0m/2haMVUdxcysW820/z6BfcZP4Zg3X+XwxieZvdjl9kMdbj7BQc//JjPrVlPVUUx12wv8sHk919S7zDrxEX50xO/57XEOtx/q0Du7E9ctg9Mfo+KUR7mm3uWHzes56O03OLt9La5bxkdHPIDrlnF2+1q6n7khJuf0x+D0xwaETdR1rJHxg3Si8qjOGhlPJU2xG2K8fKKuG5RWMvnn1UnX/BPrP1nYxthsY3Tmtdczr71+RNLa1PwT6yxV+9uSbDaS+SfWv9l/27L/aOU/UteZ3zasjd1/Kk55dIDNFpa8xu2HOvz2OIdz97qKa/37T1ldAcGcA8nLPIRdvlvBvBN/HrtnzV7scnjjkxzz5qvMCmeTwR4Ecw5k2ZSKAX2TQ/O9e+OOPUvokIIt8j6fjvm/4LYD3m6zP2pcMUi+xaKqaffB28XrZTwn4WggB9gV7/0qjcD2CfEfxlvbt+HzphWn939+mj8GCoEa4M94O1oeMwLnuHTWrFk6Gsz748/1vvtu+cyw++67Ref98edJdaJhqeSbktbWlv9tF1yjT955zyD5fed8SZe8+I+YzpN33qO3XXCNqqrOv+skXbJskaqqLnnxH3rfOV9SVdWX/zhf61Z8ENNZsmyRzr/rpEHyuhUf6Mt/nD9IJ5X88+pY/mObfzqW2fK3/C3/reeaEX/PipffdtbF+srjD8V0ovcs1YH3xlcef0hvO+tiVR18n43eG7fk+3w65h9PKvnmYNasWQos1U3oI6fdtLEo/ijHxcB3gFq8LYkfAy5V1dUJcU/Ce9nk7ap63udJK0HvZOBcvF3BQnhO0HxVfWkEzm/UX1JpGIZhGIZhGJubzzNtLG2dl60dc14MwzAMwzCMrZFtas2LYRiGYRiGYRjbJua8GIZhGIZhGIaRFpjzYhiGYRiGYRhGWmDOi2EYhmEYhmEYaYE5L4ZhGIZhGIZhpAXmvBiGYRiGYRiGkRaY82IYhmEYhmEYRlpgzothGIZhGIZhGGmBOS+GYRiGYRiGYaQF5rwYhmEYhmEYhpEWmPNiGIZhGIZhGEZaIKo61mUwkiAi7VlZWQVTp04d66IYhmEYhmEYxojx8ccf09vbu0FVCzdW15yXLRQRqQdygVVjVISo1/TxGOVvDA+z05aP2Sg9MDulB2an9MDstOUz1jaqAbpUtXJjFc15MZIiIksBVPULY10WIzVmpy0fs1F6YHZKD8xO6YHZacsnnW1ka14MwzAMwzAMw0gLzHkxDMMwDMMwDCMtMOfFMAzDMAzDMIy0wJwXwzAMwzAMwzDSAnNeDMMwDMMwDMNIC2y3McMwDMMwDMMw0gIbeTEMwzAMwzAMIy0w58UwDMMwDMMwjLTAnBfDMAzDMAzDMNICc14MwzAMwzAMw0gLzHkxDMMwDMMwDCMtMOfFMAzDMAzDMIy0wJwXwzAMwzAMwzDSAnNejBgiUiwiJ4nIAhH5t4hsEJH1IvK2iPxERCqH0J0gIn8QkbUi0iMiH4jIFSKSPZrnsC0gIqUicqGIPCMizSISEpEGEfmniBzxGbpmpzFARPbw/0cqIpOHEd/sNEqISLaIXC4iy/y6Xisit4nIxLEu27aIb4+rRaRPRO4YRvyTROQVEekUkRYReURE9h6Fom6TiMjB/rXpA///0iUiS0XkWhEpG0LP7DSKiMjuInKViLwoImt8W634rH5CutjJnBcjnhOBu4BS/3sFMBv4M/AjYHGyG7qITAMWA3sDRwLjgP8BLgQWWodrxHkfuA54HtgVKAa+DpQDD4nItcmUzE6jj4jki8j/AQuB6cPUMTuNEn5dLsSr24vx6vpIvLpf7NvCGCVE5CDgbeAsIGMY8W/Au2c9DEwA5gA9wAsicvTmK+m2iYicjfd/2Q04E++eMx24E/gv4O1k/xmz05jwKPDfwN3ALvT362rw+gnzExXSyk6qah/7oKoA5wDtQF6SsIcABa5MErYIcIHZSdJT4OqxPret6QN0AL9JIq8A2vw638PsNPYfPEfzSWA7YLlfz5M/Q8fsNHr2ucav07MT5Dv6NnhxrMu4rXyAbwOtwNnAab5d7hgi/pf8OA8kyHOAlX5aZWN9XlvTB7gI6AVqkoT91LfHI2ansf8ATcBlSeRf9O3RA+Skq51s5MWI52/AIaramSRsmX8siheKyH7AXOBlVX03QecOoA/4vojkjGxRt2nexHuaMgBVbQBe8X9+JT7M7DRmXKKqX1LVT4YT2ew0evh1eC5end4ZH6aq7wD/AvYRkX3HoHjbIp8Cs1T1ZrxO1GfxP/7xlnihqnYD9+Ddq84c0RIa9cB9qroqSdg//OOXRCQQJzc7jQ3fBG5OIo/25bKA+FH8tLKTOS9GDFVdraqvJcpFRPCmUQA8nhB8lH9clCS9DrwpAPnAwSNY1G0aVd1fVV9KEdzmHyVBbnYaA1T1LxupYnYaPQ7Gq8slft0mErXB10evSNsuqvovVV07nLgiUggcgOfkvJwkitluM6Cq96jqqSmCo/cexb//mJ3GDlV9XlWbkwTN9Y+vqOp6SE87mfNipMSfr78L3hzILwI/UNVHE6Lt7B8/TZFMVL7TZiiiMZiZ/vHZBLnZKT0wO40eVtfpy2wgADSmcDyjtpstItbPGR2i955Fqhr2v5udtgBEJOBvAnMS3gj+68B34qKknZ22iEIYWx4i8mNgA94UpT2AY1T150miVvnHlhRJrU+IZ2wmfEdzNvC8qj6XEGx2Sg/MTqOH1XX6MlzbZeNtaGJsfk7Ge3IfvxDc7LRl0AusAW4H/gJ8NWEqc9rZKTjWBTBGDhH5M17ndWM4WVVfTRSq6k9E5GfAVLyL0l9F5DHgFFWNb+C5/rEvRfq9CfG2eUbSTnFpOsBNeIvqTk4Sxey0kWwOOw0Ds9PoYXWdvgzXdtG4qTplxgggIl/Bm/L6C1V9Oi7I7LQFoKpBESnHm0FzLfChiJyhqg/4UdLOTua8bF1MBmZspE7KG7OqhvB2S7pERMLApXhDjkfFRevyj5kpkslKiGeMsJ18foG3reFhqroiSbjZaeOZzMjb6bMwO40eVtfpy3BtFx/X2AyIyAy8qeV/AX6QEGx22kJQ1UbgMRF5HW/R/n0issJ/2JZ2drJpY1sRqrqbqspGfp4dZvK/9Y9HisiEOHm9fyxJoTfOP9Zt5OlstYy0nfz92v8DOFJVBy309jE7bSSb+f+UCrPT6GF1nb4M13Y9eKPRxmZARKbgbQX/EvBtVY0kRDE7bWGoahPwIN4al+/54rSzkzkvxrDwd4GJDilOjgt6yz9OSaEalb898qUyROSneNu9HpYwXJ/IW/7R7LRl85Z/NDttft7yj1bX6cc7eO/hKReRvCThUdu9q6ru6BVr20FEpuO9KPlFvDWxyaYcmZ22TJb7x8n+Me3sZM6LEUNElonI+SnCSukfUozffu8h/ziXBEQkH2+nng5gqI61sQn4b27/Ht67eV6Kk88VkeMTopud0gOz0+jxDNAJ7JTihh21wT+ShBljiKq2A8/hbcm7d5IoZrvNiIjMwnNcngBOjNtdDBG5SERqwOw0VojISSLS5L/mIhnRBfrNkJ52MufFiCcLODJF2Cn+cZmqRl9yhKo+j/cyt7n+BS2ek/Ecnpv8Fx0ZI4B4/A44HjhQVd9IiHIYcFa8wOyUHpidRg9V7cLb5CKLhE0uROQLeDfxl1X1hTEonvHZXOsfz4gXikg2cCLQTv90Z2OEEJE5eB3dPwPfS/Ik/jq8jX6imJ1GnwBQCuyfGCAiBcDR/s94ZySt7GQL9o14FDhIRO7Ba8gfAeXACcAVeFsnn5ZE7xS8lxg94O8j/h7eG95/itcRm59Ex9gE/Ccpd+B1tl4Ffpzk4cpsoCmJutkpPTA7jR5X4b2c7WciUg88BuwA3I33VPLUsSuaMRSq+piI3Ah8X0TeAW7Eewv4L4Bq4Hh/kbIxQojIbnijLVl4fYP7Uj/c9zA7jQnqH+8Tkf8GnsIbsZ+D51xOBP4ELIgppJmdRFU/O5axTSAitcBxwNfw5kJWAWG8+ZFPAjeo6qoUutV4HYHD8RZ9rQTuA/7XnhKPHCJSTP+e60PxnKoemETf7DSKiMgVwOUpgleo6uQUemanUcJ/sngx3kvbavG2AX0MuFRVV49l2bY1RGSoDslpqnpHEp2T8db9zQJCeG8Inx8/ldYYGUTkl8B5w4h6UOLmJWan0UNEgsCheLMzdsVzPgrxHsgsBu5U1QUpdNPCTua8GIZhGIZhGIaRFtiaF8MwDMMwDMMw0gJzXgzDMAzDMAzDSAvMeTEMwzAMwzAMIy0w58UwDMMwDMMwjLTAnBfDMAzDMAzDMNICc14MwzAMwzAMw0gLzHkxDMMwDMMwDCMtMOfFMAzDMAzDMIy0wJwXwzAMwzAMwzDSAnNeDMMwDMMwDMNIC8x5MQzDMAzDMAwjLTDnxTAMI80Qkf1F5AkRWSciPSLyqYjcNdblMj4bEXlWRDThk+2HPRUnWz7GRQVARM7wyzN3I/XOTHKep26mYhqGsQ1hzothGEYaISLTgceAEmBvoBi4DDhpDItlbDwHqar4nx4AVT1UVWWsC5bA0UA98K+NUVLV30bPD7hzs5TMMIxtEnNeDMMw0ovDgBzgLlX9RFV7VPVuYMcxLpexlSEiBcAhwN9V1R3r8hiGYYA5L4ZhGOlGuX9sjxeq6rtjUBZj6+ZrQCbw17EuiGEYRhRzXgzDMNIAETlQRBS43BfdHr+WQER+nLC+YKqI/FBE3heRXl/2bFx6mSJyoYi8JSJdItIuIi+IyLdT5J8hIpeIyEd+enUi8gcRGZ+Q7x0iMifVWge/rPFhk5PkVSAi8/2y94jIen+Nz2EJ8U5MSOtAETlHRJb5ZVwpIpeKSNKpWCIySURu8eP1isgqf03KRSJS7cdJXLehiTaJ+zybLJ+RIEk5lvvyj+LzF5HJIvJXEWkTkSYR+aOIjPfjfllEXhORbv9cf5SqbnyOBtqAp+PKsZ2I3Coin/jprBSRx0TkLBEZt7nO3zAMI4o5L4ZhGGmAqj7rrx+40hedFrdm4g5V/Ykf/pwffiPe9LJDgZo4OSKSBTwOXAvcBowHpgGvAveKyE+TFGEBcDXwdz+96cAivPU3ACv8spyqqm8llDX+PO5IKOcARKQEeBm4ELgKGAfsBDQCj4vIWXFp3ZOwpuKHQCmwP7Cdn85VwLlJ8tkNWAzsAxwPFAL7Au8A1wE3+XkI8Etf7ZL4NSmq+izeffQj4LuqemCycxohpgKfAlf69TzZL8M0YIofpwS4FbgGqMY77+OBh0TkYODLwNf9+IuAnwBnJsvMbyOHA/9U1ZAvq8JrI9OBI/HWW+0PrAV+7adtGIaxWTHnxTAMY+ukRVWvUNXVqtqA16GNPkG/DDgQuE1Vb1TVDaraoKoXAq8A/y0ie0UTEpETgG8Cz6jqhX7cDlW9DXhihMv9K+ALwNWqeq+qdqvqKuAUYDXwCxGpTaEbUdUrVXWdqq4Bvu/LT42PJCIZwJ+AIuBoVX1ZVXtVdYWqngu8kJDurwEFzhSRQELYl/Ecnz9v0tkOAxGZ5Zfpt6p6xRBRdwQuVtXXfJveh+ek7g5cqqoXqOpaVa0Hzvd1/iNFWl8CCoC/xMmOwXMOr1fVpX6dLQe+B6zaxNMzDMPYKMx5MQzD2Dr5Y/wPVX1CVa/yO9/zfPEtSfTuAYSBndrT/eN9KeKPCCJSDpzg/7w1PkxVw8D9QBapd1b7W4LOOqAF2D4h3pF4ow+vquoHSdK5DngyLp0PgaeAWuCIhLhnA7eqal+KMn0u/BGi54Cfqeq1nxF9jaq+niBb5h9fjBeqah3QCsxMkdbRQA/9I2vgOXAAx4hIZlxaLt7Odw9+RvkMwzA+N+a8GIZhbJ2sTCGfgTfdxwWSLfKP6u0RJ/uif3w/Sfzlm1C2VOyOd1+q80eLEklWtnjWJJF1AHkJsuio0nvJElHVh1T15gRx9PfZUYGITMLb/e13KcrzuRCRA/BGy/KAfw5DZXUSWXRjh2R108bgusF3cI8CnlDVzrigBX4eJwPLReQX4r1zyFHVNaq6YRhlNAzD+FyY82IYhrF10pVCHl1U7QBdSRaj/90PHx+nU+Qf4zuyAIxwhzVatqoUC+X/L0nZ4ulOItMksmg+HRtRtofxnKdDRSQ6knMW8Ig/rW2kKcfb5Wsh3tqlu5NMWUukZxPDEtkXKCNhlzFVbQLm4K2VCQH/hTcqtEJEzvuMxf+GYRgjgjkvhmEY2xbr/WMICMQt+k/8VMbptPrHZE/pC4bIK5njECV3iLJ9MkS5RFX3SqK7MUTzyR+ugqpG8EZYBJjnL2g/nf4RmZHGwZu6dSzeOqS9gYs3U16JHA1EgIcSA1S1WVUvVdVJeCNgN+JtFPBL4EejVD7DMLZhzHkxDMPYtliG13nPACYmiyAie4rIF+NEb/jHHZJEnzREXtGRkEFOD95uWIm8htdprhaRYIqyHegvYP88RN8Wn+x8EJF9RGRekqDfA314GwCchreeZuHnLEsq1qnqc/5anxPxRokuS7DL5uIbwPOq2hwvFJGZ/hocAPyNAc7D25UMvAX9hmEYmxVzXgzDMLYh/BGE6GjB6YnhIlIJPAvsFyf+g39M9g6YE4fILrpYfICTICJ7A1VJytaItylAJvDdJGWbAzzD4AX4G8tDeNsO7xE3BSyah4O3TfLBScrXgLerWBHwC+DXqjrU6NKIoKof4U3RygDuEZGczZWX7xxNYuAuY1FOwNt5LZF3/GOqqYqGYRgjhjkvhmEY2x7z8UYMLvFfyFgrInkiciDe1rpvELcTmar+CXgAOFBErheRcj/+qcDsIfJ5EqgDThSRr4hIvr8F89X0d3gT+T7wNnCjiJwuIpUiUigiR+Ctx3kQ+Memnzr47y05Dm/B+l9EZC8RyRKRqcBdeKNC/5NCPer4Reh/v8xmR1X/gLcGZSbws82Y1dH+8W8pwncXkWv9NpMpItPo30r6+s1YLsMwDA9VtY997GMf+2zhH7z3smiSz3I//NQU4aemSC8D72n+m3hPzNuAJXid9vwU8S/GeyFjL957PW7AmxIWK0cSvZ3wHKVOP4+/4D3ZfzaujKsTdPKBy4GleFPPmvFejjgPyPisOhmiPp5NyGcSnpO2yj+nFXgOydTPsMV7wO820Y7R8z4wSdgdScp8hx+2PEnYFQn1GC+fPETdXJGqbvw6fzVF2auAi4Dn8XYvi7aDvwH7DnHO0fNK2hbtYx/72GdjPqK62Ue8DcMwjK0YfyewFeq/9X1rRkRK8Drue6nqkk3QfxY4ADhIVZ8d2dJ9PvwpdMuAS1T1f0cw3TvwXjJ6mqreMVLpGoaxbWLTxgzDMAwjBSJSIiK7xIlOB17fFMclDYhOGfvrkLEMwzDGEHNeDMMwDCM1uwKPiMgEf2TiB3jvOfm8PBP3DpvsEUjvc6OqP1NvK+pkLyPdKETkzLj385wyAsUzDMMAsGljhmEYxqYRNwUqnjtV9dTRL83mwR91+SvettJNwA2qet3YlsowDGPbxZwXwzAMwzAMwzDSAps2ZhiGYRiGYRhGWmDOi2EYhmEYhmEYaYE5L4ZhGIZhGIZhpAXmvBiGYRiGYRiGkRaY82IYhmEYhmEYRlpgzothGIZhGIZhGGmBOS+GYRiGYRiGYaQF5rwYhmEYhmEYhpEWmPNiGIZhGIZhGEZaYM6LYRiGYRiGYRhpgTkvhmEYhmEYhmGkBea8GIZhGIZhGIaRFpjzYhiGYRiGYRhGWmDOi2EYhmEYhmEYacH/B1//Z9lEhbL6AAAAAElFTkSuQmCC", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.title(\"Synthetic observation\")\n", - "for obs in obss[:]:\n", - " plt.plot(velocities/1.0e+3, obs.data, linestyle='--', marker='x')\n", - "for I in Is[:]:\n", - " plt.plot(velocities/1.0e+3, I.data)\n", - "plt.ylabel(r\"intensity [.]\")\n", - "plt.xlabel(r\"frequency [km/s]\")\n", - "# plt.yscale('log')\n", - "# plt.ylim([1.0e-10, 10.0])" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "# # loss_keys = [f'rep_{i}' for i in range(len(obss))]\n", - "# loss_keys = ['rep']\n", - "# loss_keys += ['reg', 'cnt']\n", - "# loss = Loss(loss_keys)\n", - "\n", - "losses = [Loss(['rep', 'reg', 'cnt']) for i in range(len(obss))]" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 0%| | 0/3 [00:00" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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", 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", 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AzwfWIxPXn/zkJ1RUVHDmmWc2SVxvvPFGFi1aRFxcXJMhIz/4wQ946qmniIiIYN26dX7DX15//XX++te/0qlTJ+677z7Gjh3ra9u+fTv/+Mc/iIiI4KKLLvLrKKqoqODhhx/2DQ/61re+5XfOZ555hqqqKrp168YVV1zh17ZgwQL27t1LaGioX0lJgI0bN7J7925cLhdnnHGG33vB3r172b59OyEhIfTp08dvuNOhQ4fYuXMnLpeLpKQkvw9b1lry8/NxuVx06tSpyd9IwzCdkJCQ4KqjfiLdsy1xA64HSvAkm0fbbyLwObAXyAeeABKP2CccqAMubLRtIJ6u514nGV+bDRWQ4FFeXm4ff/xxe9ddd9lnnnnGr83tdtv4+HgL2JEjRzZ57qWXXmoBGx0d3aTthz/8oe8y4I4dO/zaHn30UV/bW2+95dfW6BKL/f3vf+/XVlZW5mu75pprmpwzKyvLAnbAgAHfGCtga2tr/dp+9atffeMly5deesnXduTPZ+nSpb62u+++26+tvr7ehoWFWcBefPHFTeL55JNP7NKlS21hYWGTNhE5Nrfb3eTSvdvttrt27bJbt261OTk5TZ7z2Wef2Xfffdd++OGHTdreeustO2fOHPvb3/62yXFfeukle8UVV9iLLrrIbt261a/tnXfesRkZGbZbt2527ty5fm3r16/3vUb87Gc/a3LO0NBQC9hJkyY1aRs5cqQFbLdu3Zq03XDDDb7jFhQU+LU9+OCDvrYPPvjAr+2jjz7ytT344IN+bQUFBb622bNnNzln165dv/G94Pzzz7eADQsLa9L205/+1HfcTZs2+bU99dRTvrZXX33Vr23ZsmW+tnvvvdevrbq62td22WWXNTlnv379LGB79+7dpK0tBPxQAWNMEvAonkv6TT9y+u87GZgP/Ao4B0gE3gY+M8aMtdaWe3dNAkLwJMINGj7KJQM7Wip+6diio6O/sXfcWssjjzzC9u3bm+1paTxZrCPKzMzE5XKRlpbWpIfG5XKxfv16UlNTm53w09YTAkXaG2NMk6FLxpgmJQYbO+uss76xbdq0aX6T0ho72jCco0227devHwUFBVRXVzc7KfbNN9+kurq62dfXG2+8kUmTJjXpAQfP1ahzzz232eO6XC5iYmKorq4+auWNIycFNu4Vb27CYEN7cwuGNAxbae55jYe0nMg5T7atcXuwlYxsy6ECzwJr8SSjm75pJ2NMKJ4Ed4W19k/ezUXGmFuBNcAvgN807N564YocH5fL1WQcWGNz5szxDRU40nXXXcfw4cMBmrwon3322Tz22GMAvn0a9OrVy9c2atQov7aIiAhfW69evZqNp6ysrMllI4Af/vCHvjeXI1/Mpk2b5nuzO3LG+ahRo3j88ccBGD9+vF9bt27dqKqq+sbSYxqXJtKxhYaGkpyc/I3t35Twguc165v88pe/9Cuv1tjRqnKcc845bNy4kerqarp37+7XlpiYyOeff47b7W425hdeeIHq6upmh4Tcc8893Hjjjc3Ogbjyyivp06cPbrebrl27+rWNHDmS3/3ud7jdbgYOHOjXlpyczB133IHb7WbcuHF+bS6Xi5tuugm3283IkSObnPPCCy9k6NChfsPQgoGxbTQM1BiTbq3NNcZkATuBf1trb2hmvwuB94C7rbV/PKJtKxAJZFhrrTEmHKgELrLWvu/dZyCwAehtrT3hHldjzHhg0aJFi5q8AYuIiIjIqVu8eDETJkwAmGCtXXy8z2uz/mFrbe5x7nq29/7rZtrWAGlAb+8xa/CUwRrSaJ+hQCGe5FhERERE2olArCrQsGZofjNte7z3fYGGgYMPA3caY/6BpxzWLcAj9ji6ko0xGUD6EZuHNLdva7j5g5vJL2/u2xQRERFxRmpMKk9c8ITTYTQrEBPXhoEhlc20NWzr3LDBWvu8MaYHsAhwe+/nHOe5buLweNk2l1+eT3ZZ0zI/IiIiItJUICauDY578K219j7gvpM4x5PA+0dsGwI8dhLHOmGpMcE1IFpERETav0DOTwIxcW2oIBzdTFvUEfucEmttDpDTeFtbrngUqN3wIiIiIoEoEIt3bfHeN5fuN9Sl2NqSJzTGhBtjoo0x0UCnYz5BRERERNpcICaun3nvm1tsfhiQx+GJWS3lHqDce1vQwscWERERkRYQiInrx3hKWV3eeKMxZhieagJPHU/FgBN0PxDjvZ3XwscWERERkRYQcImrtbYO+B5wujHmTmOMq9FysRuAB1rhnDXW2gprbQVQ1dLHFxEREZFT12aJqzFmhjGmAFjm3TTdGFNgjFl/5L7W2g+AScAlQAGepWI3AudYa8vaKmYRERERCRxtVlXAWjsXmHsC+38KnNlqATXiXTq2YSF1Tc4SERERCUABN1TAIZqcJSIiIhLglLh6aHKWiIiISIALxAUI2py1tgaoATDGaHKWiIiISABSj6uIiIiIBAUlriIiIiISFDRUAFUVEBEREQkG6nH1UFUBERERkQCnxNVDVQVEREREApyGCqCqAiIiIiLBQD2uIiIiIhIUlLiKiIiISFBQ4ioiIiIiQUFjXFE5LBEREZFgoB5XD5XDEhEREQlwSlw9VA5LREREJMBpqAAqhyUiIiISDNTjKiIiIiJBQYmriIiIiAQFJa4iIiIiEhSUuIqIiIhIUNDkLFTHVURERCQYqMfVQ3VcRURERAKcElcP1XEVERERCXAaKoDquIqIiIgEA/W4ioiIiEhQUOIqIiIiIkFBiauIiIiIBAUlriIiIiISFJS4ioiIiEhQUFUBtACBiIiISDBQj6uHFiAQERERCXBKXD20AIGIiIhIgNNQAbQAgYiIiEgwUI+riIiIiAQFJa4iIiIiEhSUuIqIiIhIUFDiKiIiIiJBQYmriIiIiAQFJa4iIiIiEhSUuIqIiIhIUFDiKiIiIiJBQYmriIiIiAQFrZwFGGPCgTDvl52cjEVEREREmqceV497gHLvbYHDsYiIiIhIM5S4etwPxHhv5zkci4iIiIg0Q0MFAGttDVADYIypcjgcEREREWmGelxFREREJCgocRURERGRoKDEVURERESCghJXEREREQkKmpwlbcJay/x1BTz88Vbc1vLcTWNJjlPJXBERETl+Slyl1S3ftZ/75m1kVXaJb9u/Fu7g15cMci4oERERCToaKiCtZntRObc+t5yrHl3sl7QCvLoih8qaOmcCExERkaCkHldpcUVl1fzt4y28uDSHerf1bR+d1YWusRHMW1tAWVUd/1m9h+vGZDoYqYiIiAQTJa7SYipr6nji8538a+F2Kmrqfdt7dY3mrikDmDwomZz9h5i/rgBr4bnFu7l2dAbGGAejFhERkWChxFVOWV29m9dW5PLgh1vYW1bt254UE87tk/px7egMQkM8o1IyE6OY2K8rn2wuYkN+KSuzD3B6jwSnQhcREZEgosRVTpq1lk827+WP8zexpbDctz0yLITvnt2LW87uRUxE0z+xmeN78MnmIgCeXbxbiau0CxvzS1mTU0LvbjEMTI1r9m9fREROjV5Z5aR8nVvC/fM28tWO/b5tLgPTR2fw00n96HaUUlfn9OtGRkIkOfsPMW9tPv9z0SC6xka0RdgiraLgYBVX/XORb4iMMZCVGM3g7nEM7h7vvY8jMUZ/5yIip0KJq5yQnP2VPPD+Zt5es8dv+6SB3bhzygD6Jsce8xghLsP1Y3swZ/4maustryzP4Yfn9mmtkEVa3bOLd/mN67YWdu6rYOe+Ct79Ot+3PTW+E4O7xzGoezxDuscxOC2e7vGdNM5bROQ4KXEFjDHhQJj3S1XFb0ZJZQ2PLNjGs4t3U1Pv9m0flh7P3VMHMr534gkd75pRGfzlwy3U1Ll54avd3Hp2L984WJFgcqimnrlLswGIiQhl5vgerN9TyoY9B9lXXuO3b/7BKvIPVvHRxr2+bZ2jwhji7ZUd5O2h7ZkUTYhLyayIyJGUuHrcA/zG6SACUVVtPc8u3sUjC7ZRWnW47mpGQiS/uHAAFw9NxXUSb7BdosO5ZFh3Xl+Zy56DVXy8aS8XDk5pydBF2sSbq/IoqawFPB/I7pwyAPCMAd9bVs26vIOs31PK+j2e+9wDh/yeX1JZyxfb9vHFtn2+bVHhIQxM9QwvGNI9nkHd4+iXHEt4qD7ciUjHpsTV437gAe/jMcACB2MJCG635T9r8vjz+1vIKzn8RhsfGcZt5/Vh5vgeRISGnNI5Zo3vwesrcwFPaSwlrhJsrLU89eVOwDOu9YYJWb42YwzJcZ1IjuvE+QOTfdtLKmvYsKeU9XtKWedNZncUldOo5DGVNfWs2H2AFbsP+LaFhRj6dotlSNrhcbMDU+OI1iQwEelA9IoHWGtrgBoAY0yVw+E47stt+7h/3kbW7yn1bQsPdTH7jCx+cE4f4qPCjvLs4zc8ozPD0+NZk3uQL7btY3tROb27xrTIsUXawudb97Ftr6eixuSByWQmRh3zOZ2jwpnQJ4kJfZJ82ypr6thUUMZ6X+9sKZsLyvyG5dTWWzbkl7IhvxTwfOAzBnomRfsS2YYhB12iw1v2GxURCRBKXMVnU0Epf5y/iU+9paoaXDEijZ9d0I/0Lsd+Uz5RM8dnsebVNQA8/9VufnPJ4BY/h0hraehtBbjxzJ4nfZyo8FBGZnZhZGYX37aaOjfb9pb7hhis33OQDXtKm0wC21FUwY6iCt5pNGGye3wnBqfF+6oaDEmLIyVOk8BEJPgpcRUKDlbx4IebeW1Frt/lyjP6JHL31IEMSYtvtXNfPCyVP/x3AyWVtby2IpdfXNifqHD9WUrg27a33Pchb1BqHGN7tmw94vBQF4O8E7au9m5zuy27iit8vbINSe3+Cv9JYHsOVrHnYBUfbij0bUuIDvdNAGvomc1KjD6pMeoiIk5RhtCBlVXV8ujC7Tz5xU6qag9fkhyQEsvd3xrI2X2TWr2HplNYCNNHZfCvz3ZQVlXHW6v2MGNsZqueU6QlPLPIv7e1LXozXS5Dr64x9OoawyXDuwOecbYFpVWszzs8ZnbDnlK/sekA+ytq+HzrPj7fengSWHR4iK+SQUNC2zc5hjBV+BCRAKXEtQOqrXczd0k2f/t4q19PTUpcJ+64oB9XjExv01I814/rwWOf78BaTz3M68Zk6JKmBLSSyhpeX5EHeJY2vmR4qmOxGGNIjY8kNT6SSYMOTwI7UFHj65Vd573fua8C2+iqSkVNPct2HWDZrsOTwMJDXPRLiWFwqmeIwaDu8QxMjdWVEBEJCHol6kCstby3roD/9/5mdu6r8G2PiQjl+xN7c+MZPYkMP7VKAScjIyGKc/t3Y8GmvWwqKGPF7gOMytIysBK4XlqWw6Faz1jT68edeoWN1tAlOpwz+yZxZt/Dk8AqquvYmO8/zGBLYRm19Yez2Zp6N+vySlmXV8rLyz3bXAZ6dY3xrQDWMBmsc5QmgYlI21Li2kEs37Wf++dtZGV2iW9bqMtw/bge3HZeH8eXopw5rgcLNnmKsj+7eLcSVwlYtfVu/r1oF+Dpnfz22B7OBnQCoiNCGZWV4Pf/VVPnZkthGRsalefamF9KZaNJYG7rGdO7bW85/1l9eBJYWudIhmfEM3VIKpMHJdMpLPASeBFpX5S4tnM7isr503ubeH99od/2bw1N4ZcXDiArKdqhyPyd068rmQlRZO+vZP66fIrKBtE1Vuu6S+B5f30B+Qc9VfMuPa170P+dhoe6GJIWz5C0eK4hA4B6t2XnvgpfJYOGmrMNCy00yCs5RF7JIeatLSA2IpRvDU3lipFpjM5K0KQvEWkVSlzbqX3l1fzto63MXZpNfaNSAaN6dOGeiwb6ld0JBC6X4fpxmdw/bxO19ZaXlmZz2/l9nQ5LpImnvjg8KWv2GVnOBdKKQlyGPt1i6NMthmmnpQGeoUZ7DlaxPs8zZnbDnoOsyyuloNSTxJdV1/Hy8hxeXp5DWudIrhiZxuUj0uil2swi0oKUuLYzlTV1PPn5Th5duN2v3mOvpGjunDqACwYlB+zEp2tGZfCXD7ZQXedm7tJsvj+xN6Ga3SwBZFX2Ad9wm3G9EhjcvfVKxQUaYwxpnSNJ6xzJBY1Wuduwp5Q3V+Xy1uo9FJVVA56e2L8v2MbfF2zjtIzOXDEyjUuGddfCCCJyypS4thP1bstrK3J48MMtFJZW+7YnxYTzk0n9uHZ0RsCXuOkcFc6lw7vz6opc8g9W8dHGvUwZomVgJXA8/eUu3+Mbzzj5BQfaE0+t2UHcOWUAX24v5s2Vuby3vsBXYm91Tgmrc0r4/bsbmNi/G1eOTOPcAd0CckKbiAQ+Ja5BzlrLp5uLmDN/I1sKy33bI8NC+O5ZPbnlnN7EBNFa5jPH9+DVFZ7lLJ/7apcSVwkY+QcPMW9tPgCZCVGcPzD5GM/oWEJDXJzTryvn9OtKeXUd760r4I2VuSzeUYy1niVrP9xQyIcbComPDOPiYZ7xsCMzuwTsVSARCTzBk9FIE2tzD3L/vI0s3lHs2+YynkvuP53cj+S4Tg5Gd3KGpXdmeEZn1uSU8OW2YrbtLadPN42RE+c9t3g3dd7x4jdMyGrTWsfBJiYilKtOT+eq09PZU3KIt1bn8cbKPLbt9Xy4PniolheWZPPCkmx6JEZxxYh0Lh+RRmZiyy8rLSLtixLXIJSzv5I/f7DZrywNwPkDunHn1AH0S451KLKWMWtcD+7IKQHg+a9289tLBzsbkHR4h2rqmbs0G/AkZVePSnc4ouDRvXMkP5jYh++f05t1eaW8vjKXd9bsodi7+Mnu4kr++tEW/vrRFkZndeHyEelcNDSV+KgwhyMXkUCkxDWIlFTW8I9PtvHvRbupqT+8ROvQtHju/tYAJvROOsqzg8dFw1L5w383cKCyltdX5PKLC/sTHUTDHaT9eXNVnq8U1PTRGcR2UlJ1oowxDE2PZ2h6PL+6aCCfbSnijVV5fLihkJo6z+tZwypev31nPZMGduOKEemc079rwI/PF5G2o2wgCFTV1vPc4t088sk2Dh46XEcxvUskv5wygIuHprarmomdwkK4ZnQG/1q4g7LqOt5anRdURd6lfbHW8tSXnhJYLuMZJiCnJizExfkDkzl/YDIHD9Uyf20+b6zMY+mu/YBnUYR5awuYt7aAhGjPpM3LR6QxLD1e42FFOjglrgHM7ba8vWYPD7y/mbySQ77t8ZFh3HZeH2aOD8ylJlvC9WN78NhnO7DWM7ZwxphMvWGJIz7fus83NnPyoGQyEjQOsyXFR4Zx7ZhMrh2TSc7+St5clcebq/J8y1Lvr6jhmUW7eGbRLnp3jeaKkelcNiKNtM6RDkcuIk5Q4hqgFm3bx/3zN7Iur9S3LTzUxewJWfxgYp92P/4rIyGK8/p34+NNe9lUUMby3QcYrWVgxQENva2gElitLSMhih+f35fbzuvDqpwS3lyZxztf7/EN09heVMED72/mgfc3M65XAleMTGfqkBQN3RDpQJS4BpjNBWXMmb+RTzcX+W2/fEQad1zQj/QuHae3Z+b4Hny8aS8Azy7ercRV2ty2vWW+/8XB3eMY01N/g23BGMPIzC6MzOzCvRcP4pPNe3ljZS4LNu2ltt5T2eGrHfv5asd+fv2fdVwwKIXLR6ZxVp8kLVoi0s4pcQ0QBQer+OuHW3h1RQ6NVmhlQu9E7vnWQIakdZwVehqc3bcrPRKj2F1cyXvr8tlbNpBuscFX4kuC15ELDmi4StsLD3Vx4eAULhycwoGKGt5dm8+bK3N9K5hV1bp5e80e3l6zh6SYCC47rTuXj0xjUGqcfl8i7VC7SVyNMYOAZ4F11tobHA7nuJVV1fKvhTt44osdvpVmAPonx3LXtwYwsV/XDvvi63IZrh/bg/vmbaS23vLS0hx+fH5fp8OSDqKksobXV3oWw0iKieDi4akORyRdosOZOa4HM8f1YOe+Cu942Fxy9nvmAOwrr+aJL3byxBc7GZASy+Uj0rhsRFpQ1rQWkea1i8TVGDMNmA3sczqW41Vb7+bFpdn87aOtvnqGAMlxEdxxQX+uHJmuAufA1aPS+fMHm6muczN3STY/mNhblwKlTby4NMf3YXLmuPY7ETJY9UyK5meT+/HTSX1ZvvsAb6zM5d2v8ymrqgNgU0EZc+Zv4k/vbeKMPklcMTKNCwenEBXeLt72RDqs9vIfvMpa+x9jzDNOB3K8fvHqGt5qtIBATEQo35/YmxvP6ElkuN4gG3SOCmfaad15ZXkuBaVVfLSxkClD1PMlrau23s2zi3cBEB7i4tvjMp0NSL6RMYbRWQmMzkrgN5cM5uONe3lzVS6fbi6izm1xW09liM+37iMqfB1ThqRwxYh0xvdOVOeASBBq0a4rY8z1xpiSYyWQxpiJxpjPjTF7jTH5xpgnjDGJJ3tea232yT7XKTPHZwEQ6jJ8Z3wPFv5iIj88t4+S1mbMHJfle/zs4t3OBSIdxnvrCsg/WAXAtNO6kxQT4XBEcjw6hYVw0bBUnvjOaJbccz6/vWQQw9IPzw+orKnnjZV5XP/kEs744wLmzN/IlsIyByMWkRPVIj2uxpgk4FFgNHDUWUTGmMnAfOBXwDlAIvA28JkxZqy1trwlYgp0p/fowv9cNJDzBnSjV9cYp8MJaEPT4zktozOrc0pYtL2YbXvL6NMtuJe1lcDWuATWbJXACkqJMRHccEZPbjijJ9v2lvHGyjzeWpXHHu8HkoLSKv61cAf/WriDwd3juGJkOpcO707XWH1IEQlkLdXj+iywHbjgaDsZY0LxJLgrrLV/sta6rbVFwK3AIOAXLRRPULj5rF5KWo/TrPGHV856Tr2u0opWZh9glXfG+vheiQzqHudsQHLK+nSL5ZdTBvDFnecx97tjuer0dKIbXd1av6eU37+7gXFzPmb200t5Z80eqmrrHYxYRL5JSyWut1hr7wSqj7Hf+UAv4M3GG621XwPbgJtMoyn0xpiXjDH2KLeJLRS/BLhvDU0lITocgNdX5lFRXedwRNJe+ZXAOlO9re2Jy2WY0DuJP189nOX/M5m/XXsa5/TrSsNQ13q35ZPNRdz24ipG/+Ej7nzta77aUYy7cY1CEXFUiwwVsNbmHueuZ3vvv26mbQ1wJdAbTxKLtfZa4NpTDvAbGGMygPQjNg9prfM18e9L4WBOm50umHUCPgqt4WB4LVio/1sEdGovcwslUNS5LXccOMTPwi1hIS7SPoqEj5yOSlpDJDDNe6tLtlRU11FeXUdNnbcsocXzTvU15IW4iIkIJToihHBVNZGOID4DvvO201E0q63f+ft57/ObaWuYYt8Xb+LaBm4CftNG52rqYA7s3+HY6YNNApDQ8J5R6b2JtKBQIMsABk/ist/ZeKRthOKZnBEPzV+HtECV9yYijmrrxLVh4lZzKUfDts4nelBjzGnAQ8AA79efArdZa9ce46lPAu8fsW0I8NiJxnBS4jPa5DTtSWFpNZU1nmECqfGd6BSmKgzSMtwWcg5U4nZbXMaQkRCFqiV1XBaoqqmnvLqOypp63LbpcIFOYSFEhYcQHRFKqP5YpD0J4PzEqWutLTpgyFq7Gph4Es/LAfyu1bfpKlUB2g0fyDZtKeI7Ty0F4OLUVB6ZMdLhiKS9eHHJbn715joAbjqzJ/dePMjhiMRJBs9wgkigvLqO99cV8MaqXBZtL8aXw9YAFZ6HwzM6M3VIClOHpNAjMdqRmEU6grZOXA9675v7r446Yh+RJs7qk0RWYhS7iit5b10Be0ur6KblHOUUud2Wp77wlMByGbhhQpazAUlAiYkI5crT07ny9HTyDx7iv1/n8966AlZkH/AlsWtySliTU8If529iYGqcL4ntm6zSfSItqa0T1y3e+1Rg1RFt3b33W9suHA9jTDgQ5v1SWVAAc7kM14/rwR/+u5E6t+XFpTn8ZFJfp8OSIPf5tn1sL/J0nU0elExGQtQxniEdVWp8JDef1Yubz+rF3tIq3l9fwPx1BZ7qA94kdmN+KRvzS3nwwy306RbD1CEpTBmSwqDUuLa9qifSDrX19MjPvPfDmmkbBuTRdhOzGrsHKPfeFjhwfjkBV5+eQacwz5/u3KW7qa13OxyRBLuG3laAG7XggBynbnGdmDk+i7nfHcfy/5nMn64cysT+XQkLOZycbttbzt8XbOOih7/gnAc+Zc68jazKPoBtZsysiBxbWyeuHwM7gcsbbzTGDMNTTeAp68x/8/1AjPd2ngPnlxMQHxXGtOFpgGey1kcbCh2OSILZtr1lLNxSBMDg7nGM6ZngcEQSjBKiw5k+OpNnZo9h+f9M5sFrhjN5UDIRoYffZrP3V/Kvz3Zw+f8tYsIfF/Dbt9ezZEcx9aoTK3Lc2nSogLW2zhjzPWCeMeZO4AE8VY4eBTZ4v25z1toaPMPsMcao4EkQmDm+By8v98yre3bxbqYOTXU4IglWfgsOnNFTl3LllMVHhnHFyHSuGJlORXUdn2zey/x1BXyyaS+VNZ4VufIPVvHMol08s2gXSTERXDA4malDUhjXK5Ew1YoV+UYtkrgaY2YADwINtYmmG2OmAMXW2sGN97XWfmCMmQT8AbgDqAfmAXdaa8taIh5p/4akxTMiszOrsktYvKOYrYVlmgQhJ6yksobXV3rWT0mKieDi4foAJC0rOiKUi4d15+Jh3amqreezLUW8t66ADzcWUlblKe23r7yauUuymbskm85RYUwemMzUoSmc0SeJiFCV/BNprKVWzpoLzD2B/T8FzmyJc7cETc4KTrPG9/CtKf/cV7v53bS2W/RM2ocXl+ZQVesZIz1zXA8lCdKqOoWFcMHgFC4YnEJNnZtF2/fx3roCPthQyP6KGgBKKmt5dUUur67IJTYilPMGdmPqkBTO6deNyHD9fYpozUyPe3ByBS05Kd8amsof3t1IcUUNb6zM45dTBhAToT9pOT619W6eXbwLgPAQF98el+lsQNKhhIe6mNi/GxP7d+MPl7lZunM/89cV8P76AvaWVQNQVl3Hf1bv4T+r9xAZFsLE/l2ZMiSF8wZ0I7ZT2DHOINI+6V3e434Oj68dgyoLBIWI0BCmj87g/z7dTnl1HW+uymPmuB5OhyVB4r11BeQf9Axpn3Zad5JiIhyOSDqq0BAXE/okMaFPEv976WBWZh9g/roC3ltXQF7JIQAO1dYzf52n9FZ4iIuz+iYxZUgKkwcl0zkq3OHvQKTtKHFFk7OC2YyxmTy6cDtuC88t3sX1YzM1uUaOy1NfHi6BNVslsCRAuFyGUVkJjMpK4H8uGsjavIO+JHbnPk+t4Zp6Nx9v2svHm/YS6jKM753IlCEpXDAoha6x+gAm7ZsSVwlq6V2iOG9AMh9tLGRLYTlLdu5nXK9Ep8OSALcy+4BvfPT4XokM6h7nbEAizTDGMCy9M8PSO/PLC/uzubCM+WsLmL8uny2F5QDUuS2fb93H51v3ce9b6xidleBd8CCVlHhN2ZD2R4mrBL1Z43vw0UZPLdfnFu9W4irH1LgE1k1nqrdVAp8xhgEpcQxIieOnk/uxvaic99Z5kth1eaUAuC0s2bmfJTv389t3NjAis7N36dlUrQYn7YYSV1RVINid2SeJnknR7NxXwfvrCygsrSI5Tr9GaV7+wUPMW5sPQI/EKM4b0M3hiEROXO+uMfzw3D788Nw+5Oyv9CWxK71XEgBWZZewKruE++dtYnD3OF9PbJ9uMc4FLnKKVOXYQ0u+BjGXy/DtsZ4Z4XVuy4tLsx2OSALZs4t3+1Yqmj0hC5dLY6IluGUkRPHds3vxxg/O4Ku7z+d/Lx3MuF4JNP7TXr+nlD9/sIVJDy5k8oMLefDDLWzML9XSsxJ0jP5om/S4jgEWLFq0iPHjxzsYlZyIg5W1jJ3zEVW1brrFRvDlXedp9Rlp4lBNPePmfMzBQ7XERoSy+J7zVUJN2q195dV8sL6Q+evyWby9mLpmlpbNSoxiypBUpg5JYVh6vCa3SptZvHgxEyZMAJhgrV18vM/TKzaqKtAexEeFcdlpaby0LIe9ZZ4X64uGaRUk8ff6ylwOHqoFYProDCWt0q4lxUQwY2wmM8ZmcrCylg83FvLeunw+27qPmjrPwhu7iit5dOF2Hl24nbTOkVw4OIWpQ1M4PbOLrkZIQNKrtrQbM8f34KVlOQA899UuJa7ix+22PO0tgeUy8J0JWc4GJNKG4qPCuOr0dK46PZ3y6joWbNrLe+vy+WRTEYdq6wHIKznEU1/u5Kkvd9I1NoILByczdUgqY3smEKorWBIglLhKuzG4ezwjMzuzMruEr3bsZ0thGf2SY50OSwLEZ1uL2F7kqYN5waAUzbKWDismIpRLh3fn0uHdOVRTz8ItRby3Lp+PN+6lrLoOgKKyap7/Kpvnv8qmS1QYFw5O4bbz+5LWOdLh6KWj00coaVdmjc/yPX5u8W7nApGA81SjElg3qgSWCACR4SFMGZLCQ9eOYPm9k3jqhlFcfXo6naMOLyl7oLKWl5blcPU/F5F7oNLBaEWUuAKeyVnGmGhjTDQqhxXUpg5NITHas/zhGytzKauqdTgiCQRbC8v4bEsRAEPS4hid1cXhiEQCT0RoCOcNSOaBq4ez7FeTeP6msXx7bKZvOeQ9B6u4/okl7C3TVBBxjhJXD5XDaiciQkO4dkwGABU19by1Ks/hiCQQPL1ol+/xjWf01MxpkWMIC3FxZt8k7rt8KJ/8/ByGp8cDnslcM59YSklljcMRSkelxNXjfiDGezvP4VjkFM0Y28NXv/DZxbtVp7CDO1BRwxsrcwHoGhuhSXsiJyi2UxjPzB5Df++cgc2FZXznqaWUe8fDirQlJa54ymFZayustRWAroEEubTOkZw/MBmArXvL+WrHfocjEie9uCybqlpP6Z+Z43oQERricEQiwadLdDjP3TyGrETPpMY1uQe56ZllHKqpdzgy6WiUuEq7NGt8D9/j577a5Vwg4qjaejfPLvJM0gsPdTHDu8KaiJy4brGdeP7msXSP90wFWbJzP99/YYWvJqxIW1DiKu3SGb2T6JUUDcD76wspLFVHekc0f10BBd7f/WWndfdNMhGRk5PeJYrnbx5LUoxnEuynm4u4/eVV1NUreZW2ocRV2iWXy3D9OE+va73bMndJtsMRiROe+mKn7/HsM1QCS6Ql9Ooaw3M3jSWuk6cU/Ly1Bdz1xlrczSwpK9LSlLhKu3Xl6elEhnnGM764NJta9Qh0KCuzD7A6pwSACb0TGZga52xAIu3IwNQ4/n3jGKLCPa+xr63I5XfvbtBkWGl1SlxRHdf2Kj4yjMtGdAdgb1k1768vcDgiaUuNe1tvVG+rSIsbkdmFJ74ziohQTyrxzKJd/OWDLQ5HJe2dElcP1XFtp2aOy/I9flYraXUYe0oOMX+d54NKj8QozhvQzeGIRNqnCb2T+Of1Iwn11iB85JNt/PPT7Q5HJe2ZElcP1XFtpwZ1j2NUD88qSUt37mdzQZnDEUlbeHbxbuq94+1mT8jC5dKCAyKt5bwByTx07Wm++tl/em8Tzy3e5WhM0n4pcUV1XNu7mSqN1aFU1tTx4lLPZLzYiFCuGpXhcEQi7d/Fw7rzxyuG+b6+9z/rfQt/iLQkJa7S7k0ZkuIr3fLmyjzKqmodjkha0xsr8zh4yPM7nj46g5iIUIcjEukYrhmdwa8vHuT7+hevfc176zS3QFqWEldp9yJCQ7h2tKfwfEVNPW+szHM4Imktbrfl6S89k7JcBr4zIcvZgEQ6mBvP7Mkdk/sBnlKEP35xFZ9tKXI4KmlPlLhKhzBjbKZv/NVzX+1WyZZ26rOtRWwvqgDggkEpZCREORyRSMfzo/P6cOvZvQCoqXdzy3PLWbZLS29Ly1DiKh1C986RTBqYDMC2veUs3lHscETSGp76cpfv8Y1nqgSWiBOMMdw1dQDf9i6xXFXr5sanl7E296DDkUl7oMRVOoxZ47N8j59Taax2Z2thme+S5JC0OEZndXE4IpGOyxjD76cN4bLTPLW0y6rrmPXUErYWqrKLnBolrmgBgo7ijD6J9OoaDcAHGwrJP3jI4YikJT29aJfv8Y1n9MQYlcAScZLLZXjg6uFMHuS52nWgspZvP7GE7OJKhyOTYKbE1UMLEHQAxhhmjvOUxqp3W15cmuNwRNJSDlTU+ErvdI2N4KJhqQ5HJCIAYSEuHpkxgrP6JgGeVQxnPPGVOg7kpClx9dACBB3EFSPTiQzzrK394tJsaurcDkckLeHFZdlU1Xp+lzPH9SAiNMThiESkQURoCP+aeTqnexeDyT1wiOufWMK+8mqHI5NgpMQVLUDQkcRHhnHZiDQAisqqeX+9agwGu9p6N88u8oxZDg91+SaEiEjgiAoP5akbRjO4exwA24sqmPXkUl/NZZHjpcRVOpxZjVfS0iStoDd/XQEFpZ7Pm5eflkZiTITDEYlIc+Ijw3j2xjH09s412JBfyuynl1JRXedwZBJMlLhKhzMw9fCM86W79rOpoNThiORUPPXFTt/j2WdmOReIiBxTYkwEL9w8joyESABWZpdwy3PLqaqtdzgyCRZKXKVDmqnSWO3CyuwDrM4pATxVIwakxDkbkIgcU0p8J164aRzJcZ6rI19uK+ZHc1dRW685B3JsSlylQ5oyOIUk7yXlN1flUVqlcVbB6MlGva03nqEFB0SCRWZiFM/fNJaE6HAAPtpYyM9fXUO9W6saytEpcZUOKTzUxXVjMgCorKnnjRW5DkckJyqv5BDvrfNMrstKjOLc/t0cjkhETkTf5FievXEMsRGhAPxn9R7+5611WpJbjkqJq3RYM8ZmEuLyFKl/7qvderEMMs8u3uXrnZl9Rk9cLi04IBJshqTF8/Ts0X5lCu+ft1Gvx/KNlLhKh5UaH8nkgZ4VXbYXVbB4e7HDEcnxqqyp48Ul2QDEdgrlqtPTHY5IRE7WqKwEHpt1OuEhnpTk8c938vDH2xyOSgKVElfp0GY2Ko31rCZpBY3XV+ZRWuUpoXPt6AyivZcaRSQ4ndW3K3+fMcJ3FeyvH23hic93OByVBCIlrtKhTeid6Ksp+OHGQi1DGATcbsvTX3omZbkMzGpUIUJEgteFg1P489XDMN5RP3/470ZeWprtbFAScJS4AsaYcGNMtDEmGujkdDzSdowxzBzn6XWtd1vmLtGLZKBbuLWIHUUVgOeNLiMhyuGIRKSlXD4ind9PG+L7+u431/LOmj0ORiSBRomrxz1Aufe2wOFYpI1dcXo6UeENEwNyqKlTLcFA1njBgRvPVAkskfbm+nE9uHvqAACshZ++vJqPNxY6HJUECiWuHvcDMd7beQ7HIm0srlMYl41IA2BfeTXvrS9wOCL5JlsKy/h86z4AhqbFM6pHF4cjEpHWcOs5vbntvD4A1Lkt339hJYu27XM4KgkESlwBa22NtbbCWlsBVDkdj7S9WY0maT23eJdzgchRPf3lLt/jG8/MwhiVwBJpr342uR+zz8gCoKbOzc3PLmdl9gFngxLHKXEVAQakxDEmKwGAZbsOsDG/1OGI5EgHKmp4Y6VnoYiusRFcNLS7wxGJSGsyxnDvRYO4ZpSn3F1lTT03PLWUDXv0+tyRKXEV8WpcGuu5r1QaK9DMXZpNtXf88axxPQgP1cuXSHvnchnmXDGMi4amAlBaVcesp5awvajc4cjEKXrlF/G6cHAKSTERALy1Ko/SqlqHI5IGtfVunvUO4QgPdTFjbKazAYlImwlxGf46/TTO7d8VgH3lNVz/xBJyD1Q6HJk4QYmriFd4qIsZYzIAzyWp11fkOhyRNJi3Np/C0moALj8tjUTvBwwR6RjCQ1388/rTGdfLM6Qr/2AV335iCXtLNS2lo1HiKtLIjLE9fCu3PPfVbq2XHQCstX4lsGafmeVcMCLimE5hITzxndEMz+gMwO7iSq5/cgkHKmqcDUzalBJXkUZS4jtxwaBkAHYUVbBoe7HDEcnK7BLW5B4E4Iw+iQxIiXM4IhFxSkxEKP+ePZoBKbEAbCks5ztPL6VMQ7s6DCWuIkdoWEkL8I2rFOc89WWjBQfO0IIDIh1d56hwnr1pDD2TPMt1f517kJv+vZxDNfUORyZtQYmryBHG906kT7cYAD7cUMiekkMOR9Rx5ZUc4r11ngUhshKjOLd/N4cjEpFA0C22E8/fPJa0zpEALN25n+89v0IrH3YASlxFjmCM8fW6ui3MXZLtcEQd17OLd1Hv9owznn1GT1wuLTggIh5pnSN5/uaxvmowC7cU8ZOXVlFXr+S1PVPiKtKMK0amER0eAsBLy7KprtMlqLZWWVPHi94PDbGdQrnq9HSHIxKRQNMzKZrnbx5DfGQYAPPXFXDn62txuzWxtr1S4irSjNhOYVw+Mg3w1AxsuFwtbef1lXmUVtUBcO3oDKIjQh2OSEQC0YCUOP594xhfZ8PrK3P533fWqypMO6XEVeQbzByX5Xv83GKtpNWW3G7L095JWS4Ds8ZnORuQiAS00zI688R3RhPhXVHv34t38+cPNjsclbQGJa4i36B/SixjenqKXS/ffUDrY7ehhVuL2FFUAXhWNMtIiHI4IhEJdON7J/Lo9acTFuIZC/+PT7bzf59uczgqaWlKXAFjTLgxJtoYEw10cjoeCRyzxh8ujfXcV7ucC6SDabzgwI1nqgSWiByfcwd046HpI2iYx/n/3tussobtjBJXj3uAcu9tgcOxSAC5cHAKXWM9M1bfWrWHg4dU5Lq1bSks4/Ot+wAYlh7PqB5dHI5IRILJRcNS+eOVw3xf//o/63lNS3i3G0pcPe4HYry38xyORQJIWIiL68ZkAnCotp7X9eLX6p7+cpfv8Y1n9MQYlcASkRNzzagMfnPJIN/Xv3xtDfPX5jsYkbQUJa6AtbbGWlthra0AqpyORwLLjDGZhHivOz3/1W6VWWlFBypqeGOl58NBt9gIvjU01eGIRCRYzT6jJz+/oB/gqcn945dWsXBLkcNRyalS4ipyDCnxnbhwcDIAO/ZV8OX2fQ5H1H7NXZpNtXflm1njexAeqpcoETl5Pzy3D7ee0wuA2nrLrc8tZ8mOYoejklOhdwWR46DSWK2vps7tm0QREXp4iIaIyMkyxnDXlAFcP87zelJV6+amfy/n69wSZwOTk6bEVeQ4jOuVQN9uMQB8tLGQvJJDDkfU/sxfl09haTUAl49II9G7jKOIyKkwxvC7S4dwxQjPojLl1XXMemopmwvKHI5MToYSV5HjYIxhprc0ltvC3CXqdW1J1lqebFQCa/YZKoElIi3H5TL8v6uG+YZ9lVTWcv2TS9i1r8LhyOREKXEVOU6Xj0jzLSn40tIcquvqHY6o/ViZfYCvcw8CcGafJPqnxDockYi0N6EhLh6+bgRn9U0CoKismm8/sYT8g7qCFkyUuIocp9hOYVwxMh2A4ooa3ltX4HBE7cdTX+zyPb7xzCzH4hCR9i0iNIR/zTyd0Vme+tB5JYf49hNL2Fde7XBkcryUuIqcgJmNVtJ6VpO0WkTugUrmr/PUV+yZFM3Eft0cjkhE2rOo8FCevGE0Q9LiANhRVMHMJ5dysFILzAQDJa4iJ6BfcixjeyYAsGL3AdbvOehwRMHvucW7aSiNO/uMLFwuLTggIq0rrlMYz9441jfpdmN+KTc8s5SK6jqHI5NjUeIqcoJmjc/yPVZprFNTUV3Hi0uzAYjtFMqV3qEYIiKtLSE6nOdvHktmQhQAq7JL+O6zy6mq1fyFQKbEVeQEXTA4meQ4T6mmt1bncfCQLi+drDdW5lJa5enhuG5MJtERoQ5HJCIdSXJcJ164eazvNX3R9mJ+NHcltfVuhyOTb6LEVeQEhYUcLo5fVevmtRW5DkcUnNxuy9Nf7gLAZTwrZYmItLWMhCheuHksCdHhAHy0cS8/e2UN9VreOyApcRU5CdeNySTUOxbz+a9249YL3AlbuKWIHd4ailOGpJDeJcrhiESko+rTLZZnbxxDbCfPVZ931uzhV2+uxVq9tgcaJa4iJyE5rhMXDk4BYOe+Cr7Yts/hiILPU18eXnDgRi04ICIOG5IWzzOzRxMZ5q3XvSyHhz/e5nBUciQlriInSaWxTt6WwjI+3+pJ9oelx3N6jy4ORyQiAqf3SODxWaMID/GkR49/voPKGlUaCCRKXEVO0tieCfRL9pRSWbCpkNwDlQ5HFDyePqK31RiVwBKRwHBm3yRmexdCKa+uY95aLTYTSJS4ipwkYwwzx3l6Xd0W5i7Jdjii4LC/ooY3VuYB0C02gm8NTXU4IhERf9eMyvA9fmVZjoORyJGUuIqcgstHphPjLeH08rIcqutU/+9YXlyaTXWdp9TMrPE9CA/Vy5CIBJbeXWMY5R3CtHTXfnYUlTsckTTQO4bIKYiJCOWKkWkAFFfUMG9tvsMRBbaaOjfPLt4FQETo4bJiIiKB5prRh3tdX1XZw4AR1ImrMcZljLnFGLPAGPOJMWaVMeZnTsclHUvDcAHQSlrHMn9dPoWl1QBcPiKNxJgIhyMSEWneRUNTiQ73VBh4fUUudVqUICAEdeIKxAF/BL5jrT0XuAj4H2PM9c6GJR1J3+RYxvVKAGBldgnr8g46HFFgstby5BeHJ2XNVgksEQlg0RGhXDK8OwB7y6r5dHORwxEJBH/iWg3ca63NAbDW7gEWAFMcjUo6nFnjs3yP1evavJXZB/g615PUn9knif4psQ5HJCJydI2HC7y8XJO0AkGLJa7GmOuNMSXGmGeOsd9EY8znxpi9xph8Y8wTxpjEkzmntfaQtfYfR2yOBPaezPFETtbkQcm+ta7/syaPg5W1DkcUeJ76Ypfv8Y3eUjMiIoFsREZn+nRrKHu4l71lVQ5HJKecuBpjkowxrwH3AfHH2Hcy8BHwLpACDAMGA58ZY2JaIJbOwFjg0VM9lsiJCAtxMWOMZ6xrVa2bV1fok3ljuQcqmb/OM3GtZ1I0E/t1czgiEZFjM8Yw3Vsaq95tedNbyk+c0xI9rs8C24ELjraTMSYUT0K5wlr7J2ut21pbBNwKDAJ+0QKxPAT8xlq7pQWOJXJCrhuTQajLU0j/+a9243ZrjesGzy3eTcOPY/YZWbhcWnBARILD5SPTfK/tLy/PwVq9tjupJRLXW6y1d+IZb3o05wO9gDcbb7TWfg1sA24yjZbPMca8ZIyxR7lNbHwcY8xdQFEzQwdE2kS3uE5cOCQFgF3FlXy+bZ/DEQWGiuo6XlzqWZwhrlMoV45MdzgiEZHjlxQTwaSByQDsKKpgxe4DDkfUsZ1y4mqtPd7iZmd7779upm0NkAb0bnTca6215ii3Txv2Ncb8AOhlrf2F9+uhJ/XNiJyiWX6lsXY5F0gAeWNlLqVVnrW+rxuTSbR3wQYRkWAxvfEkLa2k5ai2rCrQz3vfXIX2Pd77vid6UGPMd4ALgZ8bY2K8Y2UfOc7nZhhjxje+AUNONAaRBmN6JtA/2TNb/uNNe8nZX+lwRM5yuy1Pf7kLgBCXYdaELEfjERE5GWf1TfJNwP3v2nzKq+scjqjjasvEtWHiVnPv5A3bOp/IAY0xKcCTwKXAQaDMe+txtOc1chOw6IjbYycSg0hjxhiuH+/587MW5novkXdUC7cUsWNfBQBTBqeQ1jnS4YhERE5caIiLq073DHOqrKnnv1/vOcYzpLU4Uce1xUY1W2sLrLWhzQwjyDrOQzwJTDjidktLxScd0+Uj0ojxXg5/eVkOVbX1DkfknKe+PLzggEpgiUgwu2aUhgsEgrZMXBuWE4pupi3qiH3ahLU2x1q7uPENWNeWMUj7ExMRypUj0wDYX1HDvLXNjY5p/zYXlPH5Vs8EteHp8YzM7OJwRCIiJ69HYrTfKonb9pY5HFHH1JaJa0OJqtRm2rp777e2USwirWrm+MOjVZ7toCtpPe3X29qTRkVDRESCkiZpOa8tE9fPvPfDmmkbBuThKYvV5owx4caYaGNMNNDJiRikfenTLZYJvT0Lwq3OKWFtbpteTHBccXk1b6zyFOpOjotg6pDmPq+KiASXqUNSie3kGQr2xso8aurcDkfU8bRl4voxsBO4vPFGY8wwPNUEnrLOVfW9Byj33hY4FIO0MzMbl8b6apdzgTjgxaXZvhf0WeOzCA91Yji9iEjL6hQWwqXDPReJiytqWLBJK8y3tTYrqGitrTPGfA+YZ4y5E3gASMCzmtYG79dOub/R+ceg5FVawORByaTEdaKgtIr/rN5Dp7AQ3Nbitp6KA9ZarAW3tVg89/h9fcQ+jdqaPvfwNovF7fbeN3seoCEO377++x0+j2d7433h6PG4rWfRAYCIUBfXjcls+x++iEgrmT46gxeWeCrGvLI8hynehWekbZxy4mqMmQE8CIR4N003xkwBiq21gxvva639wBgzCfgDcAdQD8wD7rTWOjbK2VpbA9QAGGOqnIpD2pfQEBczxmby4IdbqK5zd8ixrpePSCMhOtzpMEREWszQtHgGpMSyqaCMTzfvpeBgFSnxGmXYVk45cbXWzgXmnsD+nwJnnup5RYLBt8dm8tLSbPYcbN3PQ8aAAVzGeB4bg8uAwXvfsB1wuUyTfRu+9tvXePfxtnHE137nadTW8PzU+E784sL+rfp9i4i0NWMM00dn8L/vbMBt4fWVufzw3D5Oh9VhaO1FPJOzgDDvl/rYJC0mMSaChb88lz0lhzD4J4SuRgli4wSzIeE0LhollEfZV7P1RUTa1GWnpTFn3iZq6t28sjyH75/TG5dLr8VtQYmrxz3Ab5wOQtqnsBAXPRKbK18sIiLBqEt0OJMHJ/Pfr/PZXVzJ0l37Gdcr0emwOgRN9fW4H4jx3s5zOBYREREJcNMbraT1imq6thklrngmZ1lrK6y1FYAmZ4mIiMhRndknibTOkQDMW5dPaVWtwxF1DEpcRURERE6Qy2W46vR0AKpq3by9eo/DEXUMSlxFRERETsLVo9JpmB/7ynINF2gLSlzRkq8iIiJy4tK7RHFmnyQAvs49yMb8Uocjav+UuHpoyVcRERE5YVc3nqSlXtdWp8TVQ1UFRERE5IRdMCiZ+EhPKfg3V+VRXVfvcETtmxJXVFVARERETk6nsBAuH5EGQEllLR9uKHQ4ovZNiauIiIjIKbim0XCBl1XTtVUpcRURERE5BYO6xzE0LR6AL7btI/dApcMRtV9KXEVERERO0TWjPDVdrYXXV+Q5HE37pcQVlcMSERGRU3PpaWlEhHrSqldX5OB2W4cjap+UuHqoHJaIiIictPjIMKYOSQEg98AhFm0vdjii9kmJq4fKYYmIiMgpuWZ0o0laqunaKpS4onJYIiIicurG9UwkMyEKgPfXF1BSWeNwRO2PElcRERGRFuByGa4+3TNJq6bOzX9W73E4ovZHiauIiIhIC7lqVDou43msmq4tT4mriIiISAtJjY/k7H5dAdiQX8q6vIMOR9S+KHEVERERaUHTtZJWq1Hiiuq4ioiISMs5f2AyidHhALy1Oo+q2nqHI2o/lLh6qI6riIiItIjwUBeXj0gDoKyqjvfWFTgcUfuhxNVDdVxFRESkxTSu6fqKarq2GCWuqI6riIiItKx+ybGcltEZgEXbi8kurnQ2oHZCiauIiIhIK5jeqNf11RXqdW0JSlxFREREWsHFw1KJDAsB4LUVudS7rcMRBT8lriIiIiKtILZTGBcNSwUg/2AVn20tcjii4KfEVURERKSVXNOopuurmqR1ypS4ioiIiLSS0Vld6JUUDcCHGwopLq92OKLgFup0AIHAGBMOhHm/PK4FCOrq6igoKKC6uhq32916wQkAxhjCwsKIjY2lS5cuGGOcDklEROSYjDFcPSqDP723idp6y5ur8rj5rF5OhxW01OPqcUILENTV1ZGdnU1ZWRm1tbVYq8HWrclaS11dHZWVlRQWFrJz505qa2udDktEROS4XHl6GiEuT4fLK8tzlDecAvW4etwPPOB9PIZjJK8NPa1xcXF0795dvX9twFpLbW0thYWFlJeXU1xcTEpKitNhiYiIHFO32E6c278bH20sZEthOatzShiR2cXpsIKSelw58QUIqqurMcYoaW1DxhjCw8NJS0vDGEN5ebnTIYmIiBy36VpJq0UocT0Jbrcbl8ulpNUBLpcLl8ulyywiIhJUJvbvSlJMBADvrMmnsqbO4YiCkxLXk6Sk1Tn62YuISLAJC3Fx5elpAJRX1zFvbYHDEQUnJa4iIiIibaBxTddXlmm4wMlQ4ioiIiLSBnp3jWF0lmdS1tJd+9lRpPkaJ0qJq4iIiEgb8et1XZ7rYCTBSYmrHBdjDDfccIPjxxAREQlm3xqaSnR4CACvr8ylrl6LGJ0IJa4iIiIibSQ6IpRLhncHoKismk83FzkcUXBR4ioiIiLShq5pVNP1ZdV0PSFKXOWonn76ad8KVS+//DIpKSmkpKTwve99D4Camhp+//vf069fP5KTk0lLS+Omm25iz549x30MERGRjmRERmf6dosBYMGmvewtO+baR+KlxBUwxoQbY6KNMdFAJ6fjCSSzZ8+moMBTa2769OkUFBRQUFDAo48+itvt5vLLL+fvf/87L7zwAoWFhaxYsYJNmzYxduxY3/OOdgwREZGOxhjjW0mr3m15Y2WewxEFDyWuHvcA5d7bAodjCRpz585l3rx5/PKXv2T06NEApKSk8Le//Y3c3FzuuusuhyMUEREJTJeNSCPU5VlQ55XlOVoR8jgpcfW4H4jx3s471YM9/PDD9O3bl759+/L111/7tb333nu+tldffdWvbdeuXb62P/zhD02OO3jwYPr27cusWbOatF1xxRX07duXMWPGNGnLz88/xe+oeS+//DIAF198sd/2UaNGkZqayhtvvEF9fX2rnFtERCSYJcVEMGlgMgA7iipYsfuAwxEFh1CnAwgE1toaoAbAGHPKA03279/Ptm3bAKiurvZrq6io8LWVlpb6tdXW1vra9u3b1+S427dvp7q6mszMzCZtOTk5bNu2jaSkpCZtdXWtsx5yQ6ypqalN2rp3786KFSsoLCyke/furXJ+ERGRYDZ9dAbvrfcMpXt5WQ6jshIcjijwKXFtBQkJCfTp0weAiIgIv7bo6GhfW1xcnF9bWFiYr625BLR3797U1NSQlpbWpC0jI4OSkhK6dOnSpC00tHV+zUe7rKFLHiIiIkd3dr+upMR1oqC0iv+uzec3lw4mJkKp2dHop9MKfvzjH/PjH/+42bYpU6awdevWZtuysrK+sQ1g/fr139j2xhtvfGNbcz2iLaFfv35s3ryZPXv2EB8f79eWn59PbGwsycnJrXJuERGRYBfiMlx1ejqPfLKNypp63l2zh2vHNL2qKodpjKscl6ioKN+Qg7179/KjH/2Ia665BoD//ve/fvsuX76c/Px8rrzySkJCQo56jPJyrdMsIiId19Wj0n2PVdP12JS4ynEZOHAgmzdvxu12M2/ePF588UWuu+46pk6dygMPPMCyZcsAKCgo4Pbbbyc9PZ05c+Yc8xjR0dFOfDsiIiIBoUdiNON6eca2rsouYWthmcMRBTYlrnJcHn74YWpqakhOTmbOnDk888wzhISE8NZbb/HDH/6QGTNmkJyczMiRI+nXrx9LlizxLTpwtGMYYxz6jkRERALD9EYrab2iXtejMppE488YMx5YtGjRIsaPH9/sPg3jUPv27duGkUkD/fxFRKQ9qaqtZ/R9H1FWVUdidDiL7z6f8ND23be4ePFiJkyYADDBWrv4eJ/Xvn8qIiIiIgGuU1gI007zlI4srqhhwaZChyMKXEpcRURERBw2fdThagIvL9NwgW+ixFVERETEYUPS4hiQEgvAwi1FFBw85fWQ2iUlriIiIiIOM8b4Jmm5Lby+MtfhiAKTElcRERGRAHDZaWmEh3hSs1eW5+B2awL9kZS4ioiIiASALtHhXDDYs+Lk7uJKluzc73BEgUeJq4iIiEiAUE3Xo1PiChhjwo0x0caYaKCT0/GIiIhIx3RG7yTSOkcCMG9tPqVVtQ5HFFiUuHrcA5R7bwscjkVEREQ6KJfLcNXp6QBU17l5e/UehyMKLEpcPe4HYry38xyORURERDqwq0el07AiuoYL+FPiClhra6y1FdbaCkCF00RERMQx6V2iOLNPEgBf5x5kY36pwxEFDiWuIiIiIgHmmlGHJ2lpJa3DlLiKiIiIBJgLBifTOSoMgLdW51FdV+9wRIFBiauIiIhIgIkIDeGy09IAKKms5cMNhQ5HFBiUuIqIiIgEIA0XaEqJq4iIiEgAGtQ9jqFp8QB8sW0fuQcqHY7IeUpc5ag++ugjUlJSCA8PJysri02bNjFlyhRSU1MxxjBx4kQAli1bxtSpU0lISCAhIYGRI0fy5JNP+o5TWlpKSkoKMTExGGP47LPPuPLKK0lPTyc2NpaLL76Y7du3O/RdioiIBKZrvCtpWQuvrch1OBrnKXGVo5o0aRIFBQVMmDCB8vJy7rjjDv75z3+Sn5/PnXfeCcCnn37KWWedRVZWFrm5uezdu5fbb7+dW265hd/85jcAxMXFUVBQwM9//nMAbrnlFn70ox+Rk5PDhg0byM7O5uyzz2bfvn2Ofa8iIiKB5tLh3YkI9aRrry7Pxe22DkfkLCWuctyKi4u599576dmzJwA/+MEPuO2227jllltISUnh4YcfJioqitDQUGbNmsWVV17JnDlzKCgoaHKs66+/nnPPPRdjDBkZGTz44IPs2bOHOXPmtPW3JSIiErDiI8OYOiQFgLySQyzaXuxwRM4KdTqA9ubbT3xF3oFDTofRRFqXSF64edwpHSMiIoJx4w4fIzMzk6KiIrZu3coNN9xAWFiY3/6jR4/m1VdfZcGCBcyYMcOv7bzz/BcomzhxImFhYbzzzjv85S9/OaU4RURE2pNrRmfwlnfp15eX53Bm3ySHI3KOEtcWlnfgELuK2+fg6W7dujXZtm3bNgBeffVV5s+f79dWV1dHdHR0sz2uycnJfl+HhobStWtXdu7c2YIRi4iIBL9xPRPJTIgie38l768voKSyhs5R4U6H5Qglri0srUuk0yE0qyXicrm+eWTJzTffzEMPPXRKx6+urj6l54uIiLRHLpfhmlHp/PmDLdTUuXlrVR43nNHT6bAcocS1hZ3q5fhg069fPwDy8vKabf/kk08YMmQIXbt29dteWFhI7969fV/X1NSwf/9++vTp03rBioiIBKmrTs/gwQ+34Lbw8vJcvjMhC2OM02G1OU3OklNy2mmn0b9/fz744APKy8v92hYvXswFF1xAfX3TZeo+/fRTv6/nz5+PtZZLL720NcMVEREJSinxnTinn6cTaGN+KevySh2OyBlKXOWUGGN4/PHHqamp4Xvf+x4lJSUArFu3jtmzZ/OLX/yClJSUJs/773//y8KFCwHIycnh3nvvpXv37tx1111tGb6IiEjQaLyS1ivLO+ZKWkpc5ahWrlxJSkoKixYtIicnh5SUFKZNm+a3z1lnncWiRYsoLS2lT58+dO/eneuvv57bb7+d++67r9nj/v3vf+eJJ54gMzOTQYMGkZGRwcKFC0lK6rgzJUVERI7m/IHJJEZ7JmW9tTqPqtqmVzTbO41xlaMaOXJks1UBjjRixAjefvvt4z5uQkICzz333KmEJiIi0qGEh7q4fEQaT3yxk7KqOt5bV8BlI9KcDqtNqcdVREREJEhMH314uMDLyzrecAElriIiIiJBom9yLCMyOwOweEcxu4srnA2ojQV94mqMudwY874x5gNjzGpjzGvGmORjP1PaUmlpKSkpKfz5z38GPKtq/ehHP3I4KhERkeDTeJLWaytyHYyk7QV94grcCvzNWnsBMApIAh50NiQ5UlxcHAUFBZSXl2OtpaioiEceecTpsERERILOxcNSiQwLATyJa73bOhxR22kPieuvgPkA1to6YBmQ5WRAIiIiIq0ltlMYFw1LBSD/YBWfbS1yOKK202KJqzHmemNMiTHmmWPsN9EY87kxZq8xJt8Y84QxJvFkz2utXWGttd5jpwOXAI+d7PFEREREAl3jSVqvdKBJWqecuBpjkowxrwH3AfHH2Hcy8BHwLpACDAMGA58ZY2JOMY6PgE3AC9baf5/KsUREREQC2ageXejVNRqAjzYWUlxe7XBEbaMlelyfBbYDFxxtJ2NMKPAosMJa+ydrrdtaW4RnjOog4BenEoS1dhKQAUwyxvz1VI4lIiIiEsiMMb5JWrX1ljdX5TkcUdtoicT1FmvtncCxUv3zgV7Am403Wmu/BrYBNxljTMN2Y8xLxhh7lNvEI09grT0APADcZozpdGrfloiIiEjgumJkGiEuT+r0yvIcvCMn27VTTlyttcdbh+Fs7/3XzbStAdKA3o2Oe6211hzl9imAMeZ/jjjWISAEiDihb0REREQkiHSL7cS5/bsBsKWwnNU5Jc4G1AbasqpAP+99fjNte7z3fU/iuPcYYwYCGGNCgJuBxdbag8d6ojEmwxgzvvENGHISMYiIiIi0Ob9JWsvb/ySttkxcGyZuVTbT1rCt80kc93+AZ4wxnwJLAAtcfZzPvQlYdMRNFQlEREQkKJzbvytdYz0Xmd9Zk09lTZ3DEbUuJ+q4tugADGvtg9basdbaidbaUdbaGdba4x2h/CQw4YjbLS0Zn4iIiEhrCQ1xceXIdADKq+v479fNXdhuP9oycW24dB/dTFvUEfu0CWttjrV2ceMbsK4tYxARERE5FVePSvc9fnV5+14Cti0T1y3e+9Rm2rp777e2USwiIiIi7ULvrjGMzuoCwNJd+9lRVO5wRK2nLRPXz7z3w5ppGwbk4SmL1eaMMeHGmGhjTDSgMloiIiISVBpqugK80o57Xdsycf0Y2Alc3nijMWYYnmoCT1nnCpDdA5R7bwsciiEgffTRR6SkpBAeHk5WVhabNm1iypQppKamYoxh4sSJACxbtoypU6eSkJBAQkICI0eO5Mknn2xyvMrKSn7605+SnJxMcnIyI0eO5K233mLixImEhISQkpLC008/3cbfpYiISHC7aFgqMRGhALy+Mpe6erfDEbWONktcrbV1wPeA040xdxpjXMaYJDyraW3As3CAU+4HYry38xyMI+BMmjSJgoICJkyYQHl5OXfccQf//Oc/yc/P58477wTg008/5ayzziIrK4vc3Fz27t3L7bffzi233MJvfvMbv+NdddVVPP7447zwwgsUFhYyb948HnnkEdavX09GRgYFBQXMnj3biW9VREQkaEWFh3LJcM9ozKKyaj7ZXORwRK3jlBNXY8wMY0wBsMy7aboxpsAYs/7Ifa21HwCTgEuAAmAtsBE4x1pbdqqxnCxrbY21tsJaWwFUORVHoCsuLubee++lZ8+eAPzgBz/gtttu45ZbbiElJYWHH36YqKgoQkNDmTVrFldeeSVz5syhoKAAgPnz5zN//nxuu+02Jk2aBEBKSgqPP/44+/fvd+z7EhERaQ+uHtX+a7qGnuoBrLVzgbknsP+nwJmnet6A9e9L4WAA/rHEZ8B33j6lQ0RERDBu3Djf15mZmRQVFbF161ZuuOEGwsLC/PYfPXo0r776KgsWLGDGjBm8/bbn/JMnT/bbr2fPnvTs2ZO6uvZde05ERKQ1jcjoTN9uMWzdW86CTXvZW1ZFt9j2NXXnlBPX9sAYEw40ZF2n9hs+mAP7d5xyTIGoW7duTbZt2+aZT/fqq68yf/58v7a6ujqio6N9Pa47d+4EIDW1aWGJ1NRUcnICMOEXEREJEsYYpo/O4A//3Ui92/LGyjy+d05vp8NqUUpcPe4BfnPMvY5HfMax93FCC8Tlcn3zyJKbb76Zhx566KjPb5h7V1NTc8qxiIiISFOXj0jjT+9torbe8sqyHG49uxfGGKfDajFKXD3u5/DksDGcSmWBU7wcH2z69esHQF5e84uVffLJJwwZMoSuXbvSq1cvAPLz8xk+fLjffg29siIiInLyEmMimDQwmfnrCtixr4Lluw8wOivB6bBajBNLvgYcTc46eaeddhr9+/fngw8+oLzcv+Dx4sWLueCCC6ivrwfg0ksvBWDevHl+++3atcs3jEBEREROzTWjG03SWta+huEpcZVTYozh8ccfp6amhu9973uUlJQAsG7dOmbPns0vfvELUlJSAJg6dSpTp07lqaee4uOPPwagsLCQ2267jfT09G86hYiIiJyAs/t2JSXOM2Xnv2vzKa9uP5OflbjKUa1cuZKUlBQWLVpETk4OKSkpTJs2zW+fs846i0WLFlFaWkqfPn3o3r07119/Pbfffjv33Xef376vvfYaN998MzNmzPAd6+c//zk9evQ46hhaEREROT4hLsNVp3s6hCpr6nl3zR6HI2o5GuNKC1cVaGdGjhx5XONPR4wY4St3dTRRUVE89NBDTSZyFRYWkpiYeLJhioiISCPXjMrgkU88lX9eXp7DtWMyHY6oZaiLy0NLvraRyy+/vMlEroKCAnbu3OlbPlZEREROTWZiFON7eTqEVmWXsLXQsXWeWpQSVw8t+dpGNm7cyO23386BAwcAT4WBm266iYSEBH72s585HJ2IiEj7Mb3RJK2X28kkLSWuqKpAW7rnnnsoKSlh6NChdO3aleHDh9O5c2cWL17c7MIEIiIicnKmDEkhtpNnVOibq/KoqXM7HNGp0xhXaVOzZs1i1qxZTochIiLS7nUKC2Haad15/qtsiitqWLCpkClDgruTSD2uIiIiIu3U9FGHJ2W1h+ECSlxFRERE2qkhaXEMTI0DYOGWIgoOBveISCWueMphGWOijTHRqByWiIiItBPGGKaP8tR0dVt4bUVw97oqcfVQOSwRERFply4bkUZ4iCfle2V5Lm63dTiik6fE1UPlsERERKRd6hwVzgWDkwHI3l/Jkp37HY7o5ClxReWwREREpH1rXNP1leXBO1xAiauIiIhIO3dG7yTSOkcCMG9tPgcP1Toc0clR4ioiIiLSzrlchqu9k7Sq69y8vWaPwxGdHCWuIiIiIh3AVaenY4zn8StBWtNVias4YteuXRhj+O1vf+t0KCIiIh1CepcozuyTBMDavINs2FPqcEQnTokrquMqIiIiHcM1o4J7kpYSVw/VcRUREZF274LByXSOCgPgrdV5VNfVOxzRiVHi6qE6rsdQUFDArbfeSnp6OikpKfTt25cZM2bw/vvvs3nzZlJSUoiMjMQYQ25uLtOmTSM5OZnMzEzuvvtu6urqfMf63e9+x+jRowH485//TEpKCikpKdx3331OfXsiIiIdQkRoCJedlgZASWUtH6wvdDiiE6PEFdVxPZbCwkLGjh3LmjVrWLJkCQUFBXzwwQds2bKF6dOn079/fwoKCpg+fToAP/vZz3jooYcoLCxkzpw5/PGPf+Tvf/+773i//vWvWbZsGQA///nPKSgooKCggF/96leOfH8iIiIdSTAPF1DiKsd0zz33kJ2dzRNPPEFamudTWs+ePXn44Yeb3X/GjBn07NkTgG9/+9ukp6fz1ltvtVW4IiIichSDuscxNC0egC+27SP3QKXDER2/UKcDaG9u/uBm8svznQ6jidSYVJ644IkTfp7b7eb1118nPT2dIUOG+LWNGzeO119/vclzJkyY4Pd1RkYGe/YEZ704ERGR9uia0RmszTuItfDailxun9TP6ZCOixLXFpZfnk92WbbTYbSYoqIiDh48SP/+/Zu0uVwuzj///Cbbk5KS/L4ODw+ntjY4V+gQERFpjy4d3p0/vLuB6jo3ry7P5cfn9cXlMk6HdUxKXFtYakyq0yE062TjstYCUFNTc9zPcbk0AkVERCSQxUeG8a2hqby5Ko+8kkN8uX0fZ/Xt6nRYx6TEtYWdzOX4QNatWzfi4+PJz286/MHtdrNnzx66detGeHi4A9GJiIjIybpmVAZvrsoD4OVlOUGRuKprDC1AcDQul4urrrqKwsJCli9f7tf28ccf069fP6qqTrwQQ3R0NICvTNbGjRu54447Tj1gEREROS7jeiXQIzEKgA/WF1JSefxXV52ixNVDCxAcxf33309mZiY/+clPfJOstm7dyu23384dd9xBXFzcCR8zKSmJrl27smHDBgBefvllFizQj15ERKStGGO4+vR0AGrq3bzl7X0NZEpcPbQAwVF069aNJUuWMHjwYEaPHk1KSgqXXnop3/3ud/nd735HUVERKSkpvPzyywCkpKTw9NNPs23bNlJSUli0aBE5OTmkpKTw7rvvAp5/lscff5y1a9fSrVs33nzzTf7v//7PyW9TRESkw7nq9Awa5mS9vDzXN7clUGmMK54FCIAaAGOMFiBoRkpKCo899lizbV27dqWgoKDZtm/aDjBt2jSmTZvWIvGJiIjIiUuJ78Q5/bryyeYiNuaXsi6vlKHp8U6H9Y3U4yoiIiLSgU0ffXglrZeXB3ZJTyWuIiIiIh3YeQOSSYz2VAf6z+o9VNXWOxzRN1PiKiIiItKBhYe6uHxEGrERoVw6vDsV1XVOh/SNNMZVREREpIP70Xl9uOOC/kSGhzgdylEpcRURERHp4DpHBcdCQhoqICIiIiJBQYnrSQr0OmftmX72IiIiHZMS15Pgcrlwu91KoBzgdrtxu90YY5wORURERNqYEteTEBERgbWWPXv2KHltI9ZaampqyMvLw1pLTEyM0yGJiIhIG9PkLMAYEw6Eeb/sdKz9U1JSqKmpobS0lLKyMlwul3oAW5G11q+HOyIigsTERIejEhERkbamxNXjHuA3x7tzaGgomZmZFBQUUF1djdvtbsXQxBhDWFgYoaGhxMbG0qVLF31QEBER6YCUuHrcDzzgfTwGWHCsJ4SGhpKent6qQYmIiIjIYUpcAWttDVADYIypcjgcEREREWmGJmeJiIiISFBQ4ioiIiIiQUGJq4iIiIgEBSWuIiIiIhIUlLiKiIiISFBQVYGmogDWrl3rdBwiIiIi7VKjPCvqRJ5ntGSpP2PMd4HHnI5DREREpAO4xVr7+PHurMT1CMaYVOBiYAdQ2cqnG4InSb4FWNfK5xLn6PfcMej33DHo99wx6Pfc+qKAXsC71tr8432ShgocwfvDO+7M/1Q0WrZ0nbV2cVucU9qefs8dg37PHYN+zx2Dfs9t5uMTfYImZ4mIiIhIUFDiKiIiIiJBQYmriIiIiAQFJa7OygX+13sv7Zd+zx2Dfs8dg37PHYN+zwFKVQVEREREJCiox1VEREREgoISVxEREREJCkpcRURERCQoKHEVERERkaCgxFVEREREgoISVwcYYyYaYz43xuw1xuQbY54wxiQ6HZe0HGNMnDHmNmPMV8aYYmPMQWPMemPM3caYcKfjk9ZhjEnz/q5VrqUdMsbEGmPuN8ZsMsYUeF/DPzPGfMfp2KRlGGPCjTE/McasMcYUGmNyjTHzjDFjnY5NPJS4tjFjzGTgI+BdIAUYBgwGPjPGxDgZm7Sol4D/B/wJ6AokAn8G/gC85VxY0sr+D4hzOghped7Oha/wvG6fYa1NASYAqcDlTsYmLerfwF/wvFanAAOAEuBLY8wkB+MSL9VxbUPGmFBgM7DPWju20fZhwBrgd9ba3zgVn7QcY8x7wCpr7d1HbH8e+DZwobX2A0eCk1ZhjLkazweVfcBoa61xOCRpQcaYuUB/PL9bd6Pt1wBjrLU/dyw4aRHGmAwgG3jNWnt1o+3xwH7gY2vtBU7FJx7qcW1b5wO9gDcbb7TWfg1sA24yxujNrn2YCzzXzPYl3vvRbRiLtDJjTGfgYeD7QKWz0UhLM8b0AK4FnmmctAJYa19R0tpupHnvdzTeaK09iOcDaUabRyRNKHFtW2d7779upm0Nnn+a3m0XjrQWa+2z1toNzTQ1jG/d35bxSKv7M/CRtfZ9pwORVnEpYIDlTgcirWorUAP0a7zRGJMAJAEbnQhK/ClxbVsN/wz5zbTt8d73baNYxBmjgTrgHacDkZZhjJkITAN+6mwk0opOa3hgjHnMGLPLGFPknZil8a3thLW2GPglcLExZpZ3olZX4DE8Pa73OhqgAEpc21q89765S4kN2zq3TSjS1rzjpy4FHrbW5jodj5w6Y0wnPG9qd1hr9zkdj7SaZO/923iGdQ3FM2lnA/CGMeZHTgUmLcta+zfge8BDQBmwF88EvLOttesdDE28lLg6QzPiOhjv2OVH8bzR/crhcKTl/BrYba191ulApFV18t6vttb+P2ttmbd37ofAbmCOdwKPBDFjTIgx5iU8VQVuwlMhpCuwGlhsjLnQwfDES4lr2zrovY9upi3qiH2kfXkAT9mzi621VU4HI6fOWw3kh8CtTscira7hitiCxhuttfXAx0AMntJYEtxuAqYDf7DWvmmtrfZeSbkNyANe8E7EFAcpcW1bW7z3qc20dffeb22jWKSNGGPuAmYAk621BU7HIy3mIu/9Im8x+gJjTAHeBKbRtjudC1FaSLb3vriZtr3e+65tFIu0nsne+4WNN3orSXyOpx73uLYOSvwpcW1bn3nvhzXTNgzPJ7ptbReOtDZjzG3Az4BJ1tqt3m2JxpgsRwOTU2atnWOtjbfWpjS+AYu87Q3b/uRwqHLqFnvvuzXT1pCwFrVRLNJ6Gq58Njecr6EMmhYYcZgS17b1MbCTI1ZZ8V5y7As8ZbUiRLthjLkR+C1wwRGlsS7xbheR4PA2nhJ2fsXnjTEuYCKeIV5ftH1Y0sIayp01N+xjAp6EdkXbhSPNUeLahqy1dXhmK55ujLnTGOMyxiRxeNLOA44GKC3GGHMt8DjwJXCZMea3DTfgMidjE5ETY60tA34MnGmM+bkxJsIYE4Wnfm8v4HbvPhLc/o5nWMi9xpjzjUeUMWYOMAJ4zFq73dkQRUu+OsBb9/EPeOq61gPzgDtVTqf9MMasBoYfZZd/W2tvaJtopC0YYxYDPYEEIAwo9DaNsNY2V7tZgowx5mI8VUEGeDetBv6ohSfaD2NMMp5qId8CuuDp4NsMPA08euTKadL2lLiKiIiISFDQUAERERERCQpKXEVEREQkKChxFREREZGgoMRVRERERIKCElcRERERCQpKXEVEREQkKChxFREREZGgoMRVRERERIKCElcRERERCQpKXEVEREQkKChxFREREZGgoMRVRERERIKCElcRERERCQpKXEVEREQkKChxFREREZGgoMRVRERERILC/wfILdgA+M/OTAAAAABJRU5ErkJggg==", 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", 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", 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cOXN44oknALj77rsZNGiQp2379u3ceOONnnrGjBnjdc6hQ4diraVr166lPo0YP34827ZtIzo6mkmTJnm1TZgwgZ9++gmAd955x+vTt2nTpvHhhx9ijOGhhx6ibdu2nrZly5bx9NNPA3D11Vd79eIfPHjQ82la//79S9Xqiyr9N7cxZiTwEjDVWjv6GPv1B/4DtAYKgRnAPdba/SX2CQHOAP6vxFNXAvFAU2BL+VYvUjUEBwdTp04dr49Zi3Xq1IlOnTqV+bzevXvz3XffldnWokUL0tPTycrKKnMs6CuvvEJmZmapIRngGhuZk5Pj9bF9sfvuu4/77ruvzHO2bt2a1q1bl9kmvqc4PJTlyDdBJR3rdT5WwG7YsOFR35yEh4fzwgsvHPWcr7766lHbjjaEClwh5e677y6zbcSIEVxxxRXk5eWV+hlp1aoVq1evJj8/32scObhC67Rp08jPzy9zaNIdd9xBSkpKmeOaBwwYQI0aNcjPzy/15rdRo0b079+f/Pz8Ur8LgoODadiwIfn5+aWGHx0rCMMfF4EeGej/rK1kqD/yjePxth153JIXpJb1ZvTQoUMcOnSo1LUPADt27GDt2rVlHnfTpk3MmTMHoNQ1DsnJyZ6ZPo7sWMjIyODbb78FKDUdJbiGUVlry7yWZc6cOaxYsaLUMCFwzUBSfP3DG2+84dW2fv16T1gfN26cV1tSUpJnqFivXr28QmtWVhYffPAB4Pp5UWgtwRgTA0wEugGl3/p77zsYmAk8AJwN1AW+AuYZY3pYa4u/g2KAQCCtxNOLr56IR6FVpNwEBAQQFRVV5vhaoNQY15KONT5bpLowxhASElLmm7qwsDCvHrCSAgICGDp06FGPe6yfreuuu47rrruuzLarrrqKq666qsy2wYMHs3PnzjLbmjRpQk5OjtcMNyUtWbKE/Pz8Mi+unTBhQpkXMYLrwtLevXtTWFhYKrj37NmTp556ioKCglKzYdSrV4/x48dTUFBQ6hOXgIAArrjiCgoLC8v8PdO1a1caNGhQ5pjwuLg4TjvtNAoKCkp9nQEBAZ7X8chPDowxnpBbEWOIK+pCWCcusC1vprI+QTfGfIOrF3QSsA54t6yeVmNMELAe2Get7VFie0dgOfCItfYh97YGwC6gp7V2oXtbApAE9LbWLjjBGnsBiYmJiZ6PIkRERETKQ8nhMUcG3vz8fM+Fmke+8cnLy/P0KoeFhXkF0JIX5IaFhXn1OOfn53suvAwLC/N6o1FUVOQZshUaGlrm0K6KtGDBguKLt487r1Xm8ICx1tpdxpgmf7LfOUAzwKv/21q7whizCRhjjHnYPV41FdfQgdoldi3+DMT7cmIRERERBx2rZ7asoRjFyuq9L9l2tPbise1Hq6WsWVJ8WaXNjWGt3XWcu/Zz368oo2050ABo7j5mHrAUaF9inw64AuvRrxYQERERkSrFFy+hLR5xn1RGW/HSLS2B4iWbJgD3GGNeBvKAscBLfzZzgDGmEdDwiM3ty9q3olz3/XUkZZb1ZYqIiIhUvnqR9XhzyJtOl1EmXwytxf3Y2WW0FW+rXbzBWvuBMeY0IBHX4gKJwBPHcZ4xwEN/ulcFSspMYkfGDidLEBEREakSfDG0FjvuK8SstY8Bj53g8d8Cjpzbpz1Q9gSFFaBeZL3KOpWIiIjIn/LlbOKLobV4QfiIMtpqHLHPSbPW7gS85vuo7OkgfLX7XURERMTX+OIixcWLQJcV9Ytn3N1YSbWIiIiIiA/wxdA6z33fsYy2jsBu/rgIS0RERET8gC+G1lm4pqu6tORG9+ICLYFJfzYzwIkwxoQYYyKMMRFA2J8+QUREREQqnc+FVmttAXAj0NUYc48xJqDEErBrgGfK+ZT3A5nu2+xyPraIiIiIlINKC63GmBHGmGRgsXvTlcaYZGPM6iP3tdZ+DwwCLgaScS3/uhY421qbUc6lPQ5Eum8Dy/nYIiIiIlIOKm32AGvtR8BHJ7D/XKBPhRX0x3nycC1KgDEmp6LPJyIiIiInzueGB4iIiIiIHEmhVURERER8ni8uLlCpjDEhQLD7oWYPEBEREfFB6mnV7AEiIiIiPk+hVbMHiIiIiPg8vx8eoNkDRERERHyfelpFRERExOcptIqIiIiIz1NoFRERERGf5/djWjXllYiIiIjvU0+rprwSERER8XkKrZrySkRERMTn+f3wAE15JSIiIuL71NMqIiIiIj5PoVVEREREfJ5Cq4iIiIj4PIVWEREREfF5fn8hluZpFREREfF96mnVPK0iIiIiPk+hVfO0ioiIiPg8vx8eoHlaRURERHyfelpFRERExOcptIqIiIiIz1NoFRERERGfp9AqIiIiIj5PoVVEREREfJ5Cq4iIiIj4PL+f8korYomIiIj4PvW0akUsEREREZ+n0KoVsURERER8nt8PD9CKWCIiIiK+Tz2tIiIiIuLzFFpFRERExOcptIqIiIiIz1NoFRERERGfp9AqIiIiIj5PoVVEREREfJ5Cq4iIiIj4PIVWEREREfF5fr+4gDEmBAh2PwxzshYRERERKZt6WuF+INN9m+1wLSIiIiJSBoVWeByIdN8GOlyLiIiIiJTB74cHWGvzgDwAY0yOw+WIiIiISBnU0yoiIiIiPk+hVURERER8nkKriIiIiPg8hVYRERER8XkKrSIiIiLi8xRaRURERMTnKbSKiIiIiM9TaBURERERn6fQKiIiIiI+T6FVRERERHyeQquIiIiI+DyFVhERERHxeUFOF+A0Y0wIEOx+GOZkLSIiIiJSNvW0wv1Apvs22+FaRERERKQMCq3wOBDpvg10uBYRERERKYPfDw+w1uYBeQDGmByHyxERERGRMqinVURERER8nkKriIiIiPg8hVYRERER8XkKrSIiIiLi8xRaRURERMTnKbSKiIiIiM9TaBURERERn6fQKiIiIiI+T6FVRERERHyeQquIiIiI+DyFVhERERHxeQqtIiIiIuLzFFpFRERExOcptIqIiIiIz1NoFRERERGfp9AqIiIiIj5PoVVEREREfF6Q0wU4zRgTAgS7H4Y5WYuIiIiIlE09rXA/kOm+zXa4FhEREREpg0IrPA5Eum8DHa5FRERERMrg98MDrLV5QB6AMSbH4XJEREREpAzqaRURERERn6fQKiIiIiI+T6FVRERERHyeQquIiIiI+DyFVhERERHxeQqtIiIiIuLzFFpFRERExOcptIqIiIiIz1NoFRERERGfp9AqIiIiIj5PoVVEREREfJ5Cq4iIiIj4PIVWEREREfF5Cq0iIiIi4vMUWkVERETE5ym0ioiIiIjPU2h1SH5hEbkFhU6XISIiIlIlKLQ65LvVyXR/bBb3TVnBgs37KSqyTpckIiIi4rOCnC7AX01btodDh/P5eNFOPl60k4SaYQztXJ9hnevTtl5NjDFOlygiIiLiMxRaHdIsJoKYyFD2ZeYCkJyew+vztvD6vC20iIvkks71GdqpAY3r1nC4UhERERHnGWv1sXQxY0wvIDExMZFevXpV+PkKCotYsGU/U3/fw3erk8nMLSi1T5fGtRnWuQEXdqxHTGRohdckIiIiUtEWLFhA7969AXpbaxccz3PU0+qgoMAA+raMpW/LWB7Lb8/sdXuZ+vtu5q5PJa+wCIClO9JYuiONR6avoU+LGIZ1rs+QdglEhuqlExEREf+h5OMjwoIDuaBDPS7oUI9D2fnMXJXEtGV7+HXrfqyFwiLLTxtS+WlDKmHBKxl0ejyXdG5Av1axhATpejoRERGp3hRafVCtGsH8tXtj/tq9MUmHDjN9eRJTl+1m9Z50AHLyi5i+IonpK5KoXSOYCzrUY1in+nRrEk1AgC7gEnFCbkEhwQEB+hkUEakgCq0+rl6tcK7v14zr+zVj094Mpi3bw7Rle9hxIBuAtOx8Plq4g48W7qB+rTAu7lyfSzo3oE1ClGYgEKkkS3ccZOx7v5FbUMSYPk25tk9TaoYFO12WiEi1oguxSqjsC7FOlrWWZTvTmLZsD9NX7GFfZl6pfVrFRzKscwOGdqpPo2jNQCBSUTbtzeDyiQtIy873bKsVHszYfs0Y3bsJERp/LiJSyslciFVtQqsxpi3wHrDKWjv6JI9RJUJrSQWFRfyyeT/Tlu3mu1XJZOWVXmWr62l1uKRzfS7oUI+6moFApNwkHTrM8FcS2XMoBwBjoOSv1OiIEG48uxl/79mE8JBAh6oUEfE9fhtajTHDgGuAMCDZn0JrSYfzCpm1LoWpv+/hpw17yS/0fm2DAgx9W8YwrHMDBreNVw+QyCk4lJ3PFa8lsiElE4CzWtTl2Ss6MWn+Vt5bsJ3cgiLPvrFRoYzr35y/dW9MWLDCq4iIP4fWxtbaHcaYdwD8NbSWlJadxzcrk5m2bDcLtx4o1R4eHMjgtvEM61yffq1iCQ7UDAQixysnv5C/v7WQxdsOAtCufk0+GduTKPc41r3pObwydzMfLdzhmb4OIKFmGP8c2IIrz2ykWT9ExK85HlqNMSOBl4CpxwqOxpj+wH+A1kAhMAO4x1q7/xTP/w4otB5pT9phvl7uuoBrTVJ6qfY67hkILjmjAV0b19HVzyLHUFBYxLgPl/L9mhQAGkfX4PN/9CIuKqzUvnvSDvPSnE18tngnBUV//K5tUDucW85pwWVdGuoNo4j4JcdCqzEmBpgIdAMaA+8eLTgaYwYDM4EHgGeAusBXQE2gh7U28xTqeAcUWo9lY4p7BoLlu9l54HCp9ga1wxnauT7DOtenTUJNByoU8V3WWu7/ciUfL9oJQExkCJ/f2JsmMRHHfN7OA9m8OHsjXyzdTWGJ8Hpa3Rrcek5LhnVuQKDeLIqIH3EytH4DrAQmAes4Smg1xgQB64F91toeJbZ3BJYDj1hrHzqFOt4BhdbjYa1l6Y40pi3bzfQVSRzIKj0DQZuEKIZ2rs/QTvVpWEczEIj894cNTJi1EYCIkEA+GduLDg1rHffzt+7LYsKsjUxdttvrgq1msRGMH9SKizrU0ycdIuIXnAytDa21u4wxTYCtHD20ngt8C9xnrX3yiLaNQDjQyLqLMsZ8Alx5jFMPsNbOLXGMd0Ch9UTlFxYxf9M+vlq2h+9WJ5NdxgwE3ZrUYWjnBlzYoR7RESEOVCnirPd/3c6DU1cBEBxomDS6G31bxp7UsTbtzeD5HzcyfUWS1/ZW8ZHcNqgV57ZLUHgVkWrtZEJruVw+bq3ddZy79nPfryijbTkwHGgObHIf96/AX0+5QDmm4MAABrSOY0DrOLLzCvhx7V6+WrabuetTPePwFm87yOJtB/n3V6vp1yqWYZ3rM7htPDVCNAOBVH8zVybxr2mrPI+fvaLTSQdWgBZxUbw0ogs3DUznfz9s4LvVrvGxG1Iy+ceHS2lbrya3D27FOafHaZEQERG3yk4crdz3SWW07XHft8QdWiuSMaYR0PCIze0r+rxe3h0Kh3ZW6in/TA1gqPtWGGfJyiskK7eAnPwSva9bXLfULw01QgKJCA0iPCQQ/WmV6uhwfiGnp+cyO9j1Bi46IoRa84Jh3qkfuw3wGpAbV0Radj7ZeQWuhv3AJ5AUHEjt8GD9fIlI5anVCK7+yukqylTZobV48Fd2GW3F22qf6EGNMZ2B53H9DcAYMxe42Vq78hhPGwOc9PjZcnFoJxzY4mgJxxKI6+q4mgBHu8A5330TqabCgSYGPKnxsPtWjkKBeCj9c1YInPSlqSIi1YtTn+2W6+Sw1tplQP8TfNpbwHdHbGsPvF4OJR2fWo0q7VTlKa+giKy8AjJzCykoMQdlsaDAACJDXT2wIT44nY/FtWpRkbWee+9/F7f98e+iIrwfl9j/eNWJCKFWeLB6zKqI/EJL0qHDnqv9I8OCiIkMrZTXLye/iIPZed6fcABhwYHUqRFCWLDv/VyJSDXhw9mkskPrIfd9WfPD1Dhinwplrd0JeH02X+ljx3y0+/3PhLhvtYosS3ccZNqyPUxfsYeDJdZeL+6JapMQxSVnNODiTvVpUDv8lM5bUFhEVm4hGbn5ZOUWkpmbT0ZOAZm5BWQW35f4d0ZuAVklH7vvs3ILvObMrDR5cG3bpvzfhafrIhsftz8zlysmLmBLThYAA1rH8vqoMzGV9CYsDKgHJG7ex3+/38Bv212LGJAHZEHfljHcPrgVZzSuUyn1iIj4gsoOrRvc9/WA349oq+++31h55cipCAgwnNkkmjObRPOvi9syf+M+pi7bzferUzjs7iFal5zBkzPX8eTMdXRvGs2wzvVpWjfij4B5RJjMzHGFTa8Q6n58OL/0rAaVKSjAEBkWRGSo6xYVFkREiX9Hhh75OJjIsCC2pGby6Iy1FBZZJv2ylYPZeTx9eUdNKu+jsnILuPbd39iyzxVYOzeqzctXdXHk9erdPIZeN9Zl3sZ9/PeHDSzfmQbAzxv38fPGfQxsE8ftg1vRvsHxT7slIlJVVXZonQfcD3QEvjmirSOwm0q4CKskY0wIEOx+WHpJGzkuwYEBDGgTx4A2rhkIfliTwrRle5i34Y8ZCBZtPcCiMpaUrWgRIYF/hM2wYCJDA93BM9g7bIYFERX6x+Moz3Nc96FBASfVG392q1ga1qnBTR8tJbegiC9/301adh6vXNWV8BCtQ+9L8guL+MeHSz3hsFlsBJNGd3N0lgxjDGe3iqVfyxhmr9vLf3/YwOo9rpXtZq/by+x1exnSNp7bBrfi9HpaEEREqq/yXsa1CceepzUIV29r6lEWF/iPtfZf5VbQcTDGPMwRF2T52zytFelAVh4zVibx1bLdnnXaj0dIYIBXr2bJ8FgcLiNCy3hcHDyLw2hIkM98FL9o6wHGvLuYjBzXFeJdT6vDW1efSe0amvfWFxQVWe6cvJwpv+8GIL5mKF/8o7fPLaxhreW71cn874eNrE/J8Gq7sGM9bhvUkhZxUQ5VJyJyfBxbXMBzsD8Jre59huDqZS1exjUa1zKutYCe1tqMsp5XUY7oae0OzFZorRg7D2Qza20KuQVFnlAZFeYKlq6w6fo4PSI0kNCg6tkDuWZPOle/vYjUjFwAWsdH8e613UmopU5+pz3xzVpem+eazSMqLIjJN/by6aWMi4osM1Ym8fyPG9icmuXZHmBgWOcG3HJOS5r+yfKyIiJOcXJFrBHAf3HNkhQD5OC6oGq/tbZdGfv3Bx7FNW9rIa4Qe4+1dt8pF3MK/HVFLKlcO/ZnM/Kthew44JrlrUHtcN4f051msZEOV+a/3vx5C4/OWAtASFAA71/bnR7N6jpc1fEpLLJMW7abF2ZtZPv+P2YTDAwwXHaGK7w2ivat3mIREcd7Wqs6hVapLHszcrh60mLWJrnGJtaNCOGda7qf0Dr2Uj6m/r6b8Z8uA1y9lK9c1ZXz2ic4W9RJyC8sYsrSXUyYtYndaX9MJBsUYLjizEbcPLAF9U9xBg8RkfJyMqFVly+LOCAuKoxPb+hJ96bRAOzPyuNvb/xK4mZHP2zwO/M2pHLn5OWex/+5pH2VDKzguhjyym6NmXNnfx69pD0JNV1DTgqKLB8v2kH/Z+by0LRV7E3PcbhSEZGT4/eh1RgTYoyJMMZEoNkDpBLVDAvmvWu7M+j0eAAycwsYPWkx364qa5VjKW/Ld6Zx4wdLPLNb3HpOS67qcZrDVZ26kKAARvY8jbl39efhi9sSGxUKQF5hEe8u2E7fp+fw6PQ17MvMdbhSEZET4/ehFdcUXJnu22yHaxE/ExYcyMSRXbiia0PAFSzGfbiUjxftcLiy6m3rviyueWcx2XmuuX9H9GjM+EEtHa6qfIUFBzL6rKbMu2sAD1xwOtERrlkqcguKeHP+Vvo+NYcnZ67jYFaew5WKiBwfhVZ4HIh03wY6XIv4oaDAAJ6+vCM3nN0MgCIL901ZyctzNqEx5+Vvb3oOoyYt5IA7rJ3bLp7/DGtf+SviVZLwkECu79eMn+8ewN3ntaZWuGuylMP5hUz8aTN9nprNc9+v59Dh/D85koiIs/w+tFpr86y1WdbaLFyzHohUOmMM951/Ovdf0Maz7Znv1vOf6WspcmLJ2WoqPSefq99ezM4DrguVujeJ5oW/nkGgj8zlW5EiQoMY178F8+8ZwG2DWhEV6lowISuvkBdnb6LPU7OZMGsjGTkKryLim/w+tIr4krH9mvPM5R09IWrSL1u5Y/Jy8guLHK6s6sstKGTse795ZmxokxDFG1efSVhw9ZwT+GiiwoK5dVBL5t8zkJsGtCDCvSpbRk4B//1hA32fnsOrczeTnVfgcKUiIt4UWkV8zBVnNmLiyK6EBrl+PL/8fTdj3/uNw+7xl3LiCosst3+6nF+3uJYRblA7nHev7e75qNwf1aoRzJ3ntubnewZyw9nNCHeH97TsfJ76dh19n5rDmz9vISdf33ci4hsUWkV80OC28bx3bXeiwlwf4c5Zn8rItxaSlq2LZk6UtZZ/f72aGStdszLUqRHMu9d2J76mJgsBiI4I4b7zT2fe3QMY06cpIe43S/uz8nh0xlr6Pj2Hd37ZSm6BwquIOEuhVcRH9WhWl0/H9vJMWbRk+0GufO1Xkg9p6PWJeHnOJt5bsB2A8OBAJo3uRos4rT52pNioUB68qC0/3z2AUb1OIzjQNUQlNSOXh79eQ/9n5vLhwu3kFWioiog4w+9Dq+ZpFV/Wtn5NvrixN43dy3CuT8lg+KuJbN2X9SfPFIBPF+/g2e83AK5lTV8Z2YUzGtdxuCrfFl8zjEeGtWfuXQP4W/dGBLnHVycdyuGBL1cx8Lm5fPbbTgo0zlpEKpnfh1Y0T6v4uMZ1a/D5P3pxer2aAOxOO8zlryayavchhyvzbT+sSeG+KSs9j58a3pEBreMcrKhqaVA7nCcu68jsO/pzedeGFE+wsOvgYe7+fAWD/vsTX/6+i0LNbiEilcT4+zyQxpgQoPhqjO7A7MTERHr16uVgVSKlHTqcz/Xv/caira6LiSJDg3h9VFd6N49xuDLf89u2A1z15kJy3R9l33NeG/7Rv7nDVVVtW1IzeWHWRr5avoeSfzYaR9dgSNt4BrSJo1uTaM+YWBGRY1mwYAG9e/cG6G2tXXA8z/H70FqSMaYXkKjQKr4qJ7+Qmz76nR/XpgAQEhjAhL915rz29RyuzHdsSMngiokLPJPlX3tWUx686PRqu3hAZduQksHzP27gm5XJpdoiQgLp0zKGAa3j6N86joRaGnElImVTaD1FCq1SFRQUFnHflJVMXrILgAADj13agb91b+xwZc7bk3aY4a8mkuS+WG1op/o8f2VnAvxg8YDKtmZPOi/P3cTstXs5fJRpsU6vV5OBbWIZ0DqOzo1qExSoXlgRcTmZ0BpUsSWJSHkrXvY1OjKE137a4ln29UBWHuP6N/fbHsW07DxGTVrkCax9WsTw7BWdFFgrSNv6NXl5RBdy8gtZvO0As9ftZe76VK+LBNcmpbM2KZ2X52ymVngwZ7eKZUCbWPq1jKVuZKiD1YtIVaTQKlIFFS/7WjcihMe/WQe4ln3dn5nH/114ut8FtcN5hYx59zc27c0EoEODWkz8e1eNr6wEYcGB9G0ZS9+WsTx0MWzdl8Xc9XuZvW4vC7ccIM89y8Chw/l8tXwPXy3fgzHQqWFtBrSOY2CbONrVr+l337MicuIUWkWqsLH9mlOnRgj3TllJYZFl0i9bOZidx9OXdyTYTz6KLSgs4uaPl7Jk+0EATqtbg7ev6UZkqH69OaFpTARNY5pyzVlNyc4rIHHTfuas38ucdXvZ4+4FtxaW7Uxj2c40/vfjBmIiQ+nf2jWMoG+rGGqG+e9KZSJydH7/W/2I2QN01YBUOVec2YjaNUK46aOl5BYU8eXvuzl0OJ+XR3Qh3L2ufHVlreX+L1fy49q9AMREhvDetd2J0UfPPqFGSBCD2sYzqG081lo2pGR6Auxv2w96psval5nL50t28fmSXQQGGM48rQ4D2sQxoHUcreIj/XbIi4h48/sLsYwxDwMPldymC7GkKlq4ZT/XvfcbGTkFAHQ9rQ6Tru5GrRrVt9fq2e/W89KcTYBrCrBPxvakfYNaDlclx+PQ4Xzmb9zHnPWusbD7MnPL3K9B7XBPL2zvFnWpEeL3fS0i1YJmDzgJmqdVqpM1e9K5+u1FpGa4AkDr+CjevbZ7tZx66N3EbTz01WoAggMN717Tnd4tNGdtVVRUZFm9J5057rGwy3elUdafppDAAHo0i2aguxe2SUxE5RcrIuVCofUUacorqQ527M9m5FsL2XEgG3D1VH1wXQ+aVqM/8NNX7OHmj3/HWjAGJvz1DC7uVN/psqSc7M/MZd7GVOasS+WnDameOXeP1DQmwtML26NZNKFB1Xs4jEh1otB6ihRapbrYm5HD1ZMWszYpHYC6ESG8e233avHReeLmfYyetNhzVfpDF7flmrOaOlyVVJSCwiKW7Uxzj4VNZY37e/pI4cGBnNUihgFtYunfOo4GtcMruVIROREKradIoVWqk+q47Ouq3Yf46+u/kpnrGrc7rn9z7j6vjcNVSWVKPpTD3PV7mbN+L/M37iMrr+yFDVrHR7kv5oqly2l1/GY2DZGqQqH1FCm0SnVTnZZ93bE/m8teTfRcsHNF14Y8fXlHXVnux/IKivjNvbDBnPV72ZyaVeZ+UWFB9GsZy4A2cZzdKpbYKM0uIeI0hdZTpNAq1VF1WPZ1X2Yul7+ayLb9rnG6A9vE8frfu2pZUPGyY382cze4ptRK3Lyf3IKiMvfr2LAWA1rHMaBNHB0b1NLCBiIO0DKuIlKKZ9nXiBBem1f1ln3NzC3g2ncWewLrGY1r8/KILgqsUkrjujUY1asJo3o14XBeIb9u2e+ZkWDXwcOe/VbsOsSKXYd4YdZG6kaEcHarWPq3iePslrHVeoo4kapOoVXEDxhjuO+C04mOCOGJmX8s+3ogK48HLvDdZV/zCor4xwdLWLHrEAAt4iKZdHW3ar9ogpy68JBA15jWNnH8e6hlc2oWc9zDCBZtPUCBe2GD/Vl5TPl9N1N+302Acc1v3L+1a0qt0+tF+fybOhF/4vehVStiiT+54ezmREf8sezrW/O3ciDLN5d9LSqy3PX5cn7euA+AhJphvHttd+pEhDhcmVQ1xhhaxEXSIi6S6/s1IyMnn1827feE2L3ueY2LLCzedpDF2w7yzHfrSagZ5pmN4KwWMVoaWMRh+gmE+zliRSyR6qyqLPv6+DdrmbZsDwA1w4J499rumsZIykVUWDDntU/gvPYJWGtZk5TO3PWpzFm3l6U7DuLuhCU5PYePF+3k40U7CQ40dG8azYDWcQxuG89pdavPvMciVYXfX4ilFbHEXy3csp/r3v2NjFzfW/b19Xmbefwb1zCG0KAAPriuB92aRDtclfiDg1l5zNuYytz1qcxdv5eD2aUXNjAGxvZtxu1DWmlBA5GTpNkDTpFmDxB/s2ZPOqMmLfJMI9U6Por3xnQnvqZzI2WmLN3F7Z8tB1wzHUwc2ZUh7RIcq0f8V2GRZfmuNOau28uc9ams3H3Iq711fBT/vbIT7epX/UU7RCrbyYRW3xrEJiKVqm39mkz5R28aR9cAYH1KBpe9ksjWfWXPd1nR5q7fy92fr/A8fuzSDgqs4pjAAEOXxnW4fUhrvr65D4seOIeHLm7rGdu6PiWDS17+hZfnbKKwSB1AIhVNoVXEzzWuW4PP/9GL0+vVBGB32mEufzWRVUf0KlW033cc5B8fLPVc1X374FZVai5Zqf7iosK45qymzLy1Lz2auoar5BdanvluPX95bQHbHHqzJ+IvFFpFhLioMD4Z25Pu7nGj+7Py+Ovrv5K4eV+lnH9zaibXvrOYw/muJTn/3vM0bh7YolLOLXKiGkXX4OPre/J/F55OSJDrz+iS7Qe5YMLPfLhwOxp2J1IxFFpFBIBa4cG8N6Y7g06PB1yT+o+etJhvVyVV6HlT0nMY9dYizwUv57dP4OGh7TQ/pvi0gADDdX2bMf3mPrSr7/qUIjuvkAe+XMU17yxmb3qOwxWKVD8KrSLiERYcyMSRXbiia0MA8gqLGPfhUj5etKNCznfocD5XT1rE7jTXakU9mkbzvys7E+ijix2IHKlVfBRfjjuLmwe2oPjbdu76VIY8P4/pK/Y4W5xINaPQKiJeipd9vaFfMwDPsq8vz9lUrh975uQXcv17v7EuOQOANglRvHH1mYQFawohqVpCggK4Y0hrPv9Hb5rGuOZvTcvO56aPfueWj3/nUBnTZonIiVNoFZFSipd9ve/8Np5tz3y3nkdnrKWoHK6SLiyyjP9kGYu2HgCgQe1w3r22OzXDnJ8jVuRkdWlchxm39GFUr9M8275avodzn5/HzxtTHaxMpHpQaBWRo7rh7OY8fXlHz8f1b83fyp2Tl5NfWHTSx7TW8q9pq/h2dTIA0REhvO/w3LAi5aVGSBCPDGvPe9d2J75mKOBaWevvby3iX9NWkZ1X4HCFIlWX34dWY0yIMSbCGBMB6K+myBH+cmYjJo7sSqj7Kukpv+/mhveXcDiv8KSON2HWJj5c6BojGx4cyKTR3WgWG1lu9Yr4gn6tYvl+/NkM61zfs+29Bdu5cMJ8ft9x0MHKRKouvw+twP1Apvs22+FaRHzS4LbxvHdtd6Lck6rPXreXkW8tPOGxeh8t3MH/ftwAQFCA4dWRXejcqHZ5lyviE2rVCOaFv57BSyPOoFa4a+jL1n1ZDH81kee+X09ewcl/YiHijxRa4XEg0n0b6HAtIj6rR7O6fHpDL2IiXR95Ltl+kL+8toCU45za57vVyfzf1JWex09f3pH+reMqpFYRX3JRx/p8f1s/+reOBVwXN744exOXvfoLG1MyHK5OpOrw+9Bqrc2z1mZZa7MATawncgxlLfs6/NU/X/Z10dYD3Pzx7xRfw3X/BW24rEvDii5XxGfE1wzj7dHdeOzS9oS7Z8hYtTudC1+cz5s/bymXCxxFqju/D60icmKOXPZ118FjL/u6PjmD695d7Pko9Lo+TRnbr3ml1SviK4wxXNXjNGbe2pcujWsDkFdQxKMz1jLizV/ZdTDb2QJFfJxCq4icsONd9nXXwWxGTVpIeo7riulLOtfn/gtOr/R6RXxJk5gIPruhF3ed25rgQNfMHL9uOcB5z//M5N92ahlYkaNQaBWRk3L0ZV9dU1kdzMpj1KRFpKTnAtC3ZQxPX96JAK12JUJQYAD/HNCCqf88i9bxUYDrZ+iuz1dww/tL2JeZ63CFIr5HoVVETlrZy74u4d3EbVz77mK2pLrGunZsWIuJI7sSEqRfOSIltatfi2k3ncUN/Zph3O/nvl+Twrn/m8f37rmMRcRFf0FE5JSUtezrQ1+t5vcdaQA0qVuDSaO7EeGeLktEvIUFB3LfBafz6dheNKwTDriG3Ix9fwl3TV5ORo6WgRUBhVYRKQdlLfsKEBsVyvtjenimyRKRo+veNJpvx/fjr90aebZNXrKL857/mQWb9ztYmYhvUGgVkXJTvOxrWHAAsVGhvHNNNxq5p8cSkT8XGRrEk8M78uaoM4mJDAFgd9phRrz5K49OX0NO/smtRCdSHejzOhEpV385sxEXdKhHUIAhzD0fpYicmEFt4/mucT8e+HIV365Oxlp4c/5WftqQyv+u7Ez7BrWcLlGk0qmnVUTKXWRokAKryCmqGxnKqyO78N+/dPIsobxxbyaXvPwLL87aSEGhloEV/6LQKiIi4qOMMVzWpSHf3taP3s3rAlBQZHnuhw1cPnEBW1IzHa5QpPIotIqIiPi4BrXD+WBMDx66uC2h7qnjlu1M44IJP/P+gm1akED8gt+HVmNMiDEmwhgTAYQ5XY+IiEhZAgIM15zVlBm39KGDe0xrTn4RD05bzahJi0g+lONwhSIVy+9DK3A/kOm+zXa4FhERkWNqERfFlHG9ufWclgS6V5j7eeM+hvzvJ6Yt2+1wdSIVR6EVHgci3beBDtciIiLyp4IDA7htcCum/KM3zWIjAEjPKeDWT5Zx00dLScvOc7hCkfLn96HVWptnrc2y1mYB+mxFRESqjE6NajPj5r6M7t3Es236iiSG/G8ec9fvda4wkQrg96FVRESkKgsPCeThoe34YEwP6tVyXZqxNyOX0W8v5oEvV5KVW+BwhSLlQ6FVRESkGujTMoZvx/fj0jMaeLZ9uHAHF0z4mSXbDzpYmUj5UGgVERGpJmqFB/O/KzvzylVdqFMjGIDt+7O5YmIiz3y3jrwCLUggVZdCq4iISDVzQYd6fHdbPwa2iQOgyMLLczYz7OVfWJ+c4XB1IidHoVVERKQaiosK462rz+TJyzoQEeJaVnltUjoXvzif1+dtprBICxJI1aLQKiIiUk0ZY/hr98bMvLUf3ZrUASCvsIjHv1nH317/lZ0Hsh2uUOT4KbSKiIhUc43r1uCTsb249/w2hAS6/vQv2naA856fx6eLd2gZWKkSFFpFRET8QGCA4cazmzPtprNokxAFQFZeIfd8sZLr3/uN1IxchysUOTaFVhERET9yer2aTLvpLP7RvznuVWD5ce1ezn1+Ht+uSnK2OJFjUGgVERHxM6FBgdxzXhs+u6EXjaNrAHAgK48bP1jK7Z8tIz0n3+EKRUpTaBUREfFTZzaJZuatfRnRo7Fn25Sluznvf/NI3LTPwcpESlNoFRER8WMRoUE8fmkH3h7djdioUAD2HMphxJsL+ffXq8nJL3S4QhEXhVYRERFhQJs4vh/fjws71PNse/uXbVw44WdW7EpzrjARN4VWERERAaBORAgvjTiDF/7amZphQQBsTs3islcSmbt+r8PVib9TaBUREREPYwzDOjfgu9v60adFDAAFRZZ7vljBocO6QEuco9AqIiIipdSrFc5713ZnWOf6AKSk5/LEN2sdrkr8mUKriIiIlCkgwPDwxe2IiQwB4JPFO/lFswqIQxRaRURE5KjqRITwyLD2nsf3TllBVm6BgxWJv/L70GqMCTHGRBhjIoAwp+sRERHxNRd0qMd57RIA2HngMM98t97hisQf+X1oBe4HMt232Q7XIiIi4pMeuaQdtcKDAXh3wTZ+23bA4YrE3yi0wuNApPs20OFaREREfFJcVBj/uqgtANbC3V+s0MIDUqn8PrRaa/OstVnW2iwgx+l6REREfNVlXRpwdqtYALakZjFh1kaHKxJ/4vehVURERI6PMYbHL+tAREggAK/N28Kq3Yccrkr8hUKriIiIHLcGtcO594LTASgsstz1+QryC4scrkr8gUKriIiInJCrujemR9NoANYmpTNx7maHKxJ/oNAqIiIiJyQgwPDU8I6EBbtixIuzN7EhJcPhqqS6U2gVERGRE9YkJoI7BrcGIK+wiLs/X0FhkXW4KqnOFFpFRETkpFzbpymdGtUGYNnONN7+ZauzBUm1ptAqIiIiJyUwwPDM5R0JDjQAPPv9erbty3K4KqmuFFpFRETkpLWKj+LmgS0ByMkv4t4pKyjSMAGpAAqtIiIickr+0b85bRKiAPh1ywE+WrTD4YqkOlJoFRERkVMSHBjAM5d3IjDANUzgyZnr2JN22OGqpLpRaBUREZFT1qFhLcb2awZAZm4B93+5Ems1TEDKj0KriIiIlItbz2lJs9gIAOauT+XL33c7XJFUJwqtIiIiUi7CggN5enhHjGuUAP/+eg17M3KcLUqqDYVWERERKTdnNonm6l5NADh0OJ+Hpq12tiCpNhRaRUREpFzddW5rGtYJB2DmqmRmrkxyuCKpDhRaRUREpFxFhAbx5GUdPY8fnLaag1l5DlYk1YFCq4iIiJS7Pi1juPLMRgDsy8zlP9PXOFyRVHUKrSIiIlIh7r/wdOJrhgIw5ffdzFm31+GKpCpTaBUREZEKUSs8mEcv6eB5fP+XK8nIyXewIqnKFFpFRESkwgxuG8/QTvUBSDqUw5Mz1zlckVRVCq0iIiJSoR66uC3RESEAfLhwBws273e4IqmKFFpFRESkQtWNDOXhoe08j++dsoLDeYUOViRVkUKriIiIVLiLO9ZjcNt4ALbvz+a579c7XJFUNQqtIiIiUuGMMTx6SXuiwoIAmPTLVpbuOOhwVVKVKLSKiIhIpYivGcaDF7YFoMjC3Z+vILdAwwTk+FTp0GqMCTDGjDXGzDbGzDHG/G6Mud3pukRERKRsV5zZkL4tYwDYtDeTl2ZvcrgiqSqqdGgFagJPAldbawcAFwL/Z4wZ6WxZIiIiUhZjDI9f2oEaIYEAvDp3M2v2pDtclVQFQU4XcIpygQettTsBrLV7jDGzgfOADyrqpNZaDh48SEZGBvn5+VhrK+pU4hYQEEBoaCgJCQkEBVX1b1sREf/WKLoG95zXhoe+Wk1BkeWuz5cz9Z9nERxY1fvSpCKV23eHMWakMSbNGPPOn+zX3xjzszFmrzEmyRjzpjGm7smc01p72Fr78hGbw4EKWycuPz+frVu3kpKSQnZ2NgUFBQqtFcxaS35+PhkZGezYsYOCggKnSxIRkVP0956n0a1JHQBW70nn9XlbHK5IfN0pd1kZY2KAiUA3oNaf7DsYmAk8AJwN1AW+AuYZY3pYazNPsZbaQA/gtlM5zrHs37+f3NxcIiMjiY+PJzg4GGNMRZ1O3Ky17Nmzh/T0dJKTk2nYsKHTJYmIyCkICDA8Obwj57/wM3kFRbwwayPntkugRVyk06WJjyqPntb3gM3AkGPtZIwJwhVul1hrn7LWFllrU4EbgLbAXeVQy/PAQ9baDeVwrDJlZmZijKFBgwaEhIQosFYSYwz169fHGENubq7T5YiISDloHhvJ7YNbAZBXUMQ9X6ygsEifXkrZyiO0jrXW3oNrfOmxnAM0A74sudFauwLYBIwxJRKgMeYTY4w9xq1/yeMYY+4FUssYLlCurLUEBgYSEKBxN5XNGENAQABFRUVOlyIiIuXkuj5N6dDA9UHtku0HeW/BNmcLEp91ysnLWrvrOHft575fUUbbcqAB0LzEcf9qrTXHuM0t3tcYMw5oZq29y/24w0l9MeLz1LMtIlK9BAUG8PTlHQkKcP1+f/rb9ezYn+1wVeKLKrO7sJX7PqmMtj3u+5YnelBjzNXAucCdxphIY0wk8NJxPK+RMaZXyRvQ/kTPLyIiIqfm9Ho1GTegBQCH8wu578sVushZSqnM0Fp8kVZZb5+Kt9U+kQMaYxKAt4ChwCEgw3077TiePgZIPOL2+omcX0RERMrHTQNa0Do+CoBfNu3n08U7Ha5IfI0TAzPL7a2TtTbZWhtUxtCBJsfx9LeA3kfcxpZXbSIiInL8QoJcwwTcowR4bMZakg/lOFuU+JTKDK2H3PcRZbTVOGKfCmet3WmtXVDyBqyqrPNXNcYYRo8e7fgxRESk+urUqDbX9W0GQEZuAQ98uVLDBMSjMkNr8TRU9cpoq+++31hJtYiIiIgPun1wK5rGuPq3Zq3by1fL9/zJM8RfVGZonee+71hGW0dgN66pr0RERMRPhQUH8uRlf0wC9PBXq9mXqfm5pXJD6yxgK3BpyY3GmI64Zg2YZB34DMAYE2KMiTDGRABhlX1+X/f222+TkJAAwKeffkpCQgIJCQnceOONAOTl5fGf//yHVq1aER8fT4MGDRgzZgx79uw57mOIiIiU1KNZXf7e03VN9cHsfB7+arXDFYkvqLTQaq0tAG4Euhpj7jHGBJRYAnYN8Exl1XKE+4FM9222QzX4rGuuuYbk5GQArrzySpKTk0lOTmbixIkUFRVx6aWX8uKLL/Lhhx+SkpLCkiVLWLduHT169PA871jHEBERKcs957ehQe1wAKavSOK71ckOVyROO+XQaowZYYxJBha7N11pjEk2xpR6W2St/R4YBFwMJAMrgbXA2dbajFOt5SQ9DkS6bwMdqqFK+uijj/jmm2+4++676datGwAJCQm88MIL7Nq1i3vvvdfhCkVEpKqKDA3i8RLDBP5v6ioOZec7WJE4rTxWxPrIWptgrY11TzcV7n7c7ij7z7XW9rHWxllr61lrx1hr951qHSfLWptnrc2y1mYB5TK3xoQJE2jZsiUtW7ZkxQrvBcC+/fZbT9vkyZO92rZt2+Zpe/TRR0sdt127drRs2ZJRo0aVarvsssto2bIl3bt3L9WWlFTWeg6n7tNPPwXgoosu8tp+5plnUq9ePaZMmUJhYWGFnFtERKq/s1vFcnnXhgCkZuTy6Iw1DlckTnJintZq78CBA2zatIlNmzaRm+s9eDwrK8vTlp6e7tWWn5/vadu3r3SO37x5M5s2bWL37t2l2nbu3MmmTZvYunVrqbaCgoJT/IrKtmmT67q5evVKTwhRv359MjIySElJqZBzi4iIf3jwwrbERoUCMHnJLuZtSHW4InFKkNMFVEfR0dG0aOFaji40NNSrLSIiwtNWs2ZNr7bg4GBPW0xMTKnjNm/enLy8PBo0aFCqrVGjRqSlpVGnTp1SbUFBFfMyH+u6Oc2rJyIi5aFWjWD+M6w9N36wBID7pqzku9v6ERmqCONv/P4VN8aEAMHuh+Uye8Att9zCLbfcUmbbeeedx8aNZU9H26RJk6O2AaxeffSrJ6dMmXLUtrJ6QstDq1atWL9+PXv27KFWrVpebUlJSURFRREfH18h5xYREf9xXvsELuxYjxkrktiddpinv13HI8PaO12WVDIND9DsAcelRo0anmEGe/fu5aabbuIvf/kLADNmzPDa97fffiMpKYnhw4cTGBh4zGNkZmZW0lcgIiJV2b+HtqNODVcf03sLtrNo6wGHK5LKptCq2QOOy+mnn8769espKirim2++4eOPP+Zvf/sb559/Ps888wyLF7smj0hOTmb8+PE0bNiQJ5544k+PERFR1qq+IiIi3mIiQ3no4j+u8b7nixXk5OtiX3/i96G1ImYPqI4mTJhAXl4e8fHxPPHEE7zzzjsEBgYydepU/vnPfzJixAji4+Pp0qULrVq1YuHChZ4FBY51DGOMQ1+RiIhUNcM612dgmzgAtu7L4n8/bPiTZ0h1YnTBzB+MMb2AxMTERHr16lXmPsVjTlu2bFmJlUkx/f+LiPi3pEOHGfLfeWTkFhBg4MtxZ9GpUW2ny5ITtGDBAnr37g3Q21q74Hie4/c9rSIiIlJ11KsVzv0Xng5AkXUNE8grKHK4KqkMCq0iIiJSpfy1WyN6N68LwLrkDF6Zu8nhiqQy+H1oNcaEGGMijDERlNOUVyIiIlJxjDE8eVlHwoNdM9S8NHsT65LT/+RZUtX5fWhFU16JiIhUOY3r1uCuc1sDUFBkufvzFRQUaphAdabQqimvREREqqSrezehS+PaAKzYdYi35pdeylyqD78PrZrySkREpGoKDDA8fXlHQgJdcea/P2xgS6oWramu/D60ioiISNXVIi6KWwe5pkHMLSjini9WUFSk6TyrI4VWERERqdLG9mtGu/o1AVi87SAfLNzucEVSERRaRUREpEoLDgzg6cs7EhTgWmXxqZnr2HUw2+GqpLwptIqIiEiV165+LW48uzkAWXmF3DdlJVr1s3pRaBUREZFq4eZzWtAiLhKAnzfu4/MluxyuSMqT34dWLS4gIiJSPYQGBfL05R0xrlEC/Gf6Gvama2Kg6sLvQytaXEBERKTa6NK4Dtee1RSA9JwC/m/qKg0TqCYUWrW4gIiISLVy55DWNI6uAcD3a1KYsTLJ4YqkPPh9aNXiAiIiItVLeEggTw7v4Hn80LTVHMjKc7AiKQ9+H1pFRESk+undPIYRPRoDsD8rj39/vdrhiuRUKbTKMf34448kJCQQEhJCkyZNWLduHeeddx716tXDGEP//v0BWLx4Meeffz7R0dFER0fTpUsX3nrrLc9x0tPTSUhIIDIyEmMM8+bNY/jw4TRs2JCoqCguuugiNm/e7NBXKSIi1dF957ehXi3XNdbTlu1h1toUhyuSU6HQKsc0aNAgkpOT6d27N5mZmdxxxx28+uqrJCUlcc899wAwd+5c+vbtS5MmTdi1axd79+5l/PjxjB07loceegiAmjVrkpyczJ133gnA2LFjuemmm9i5cydr1qxhx44d9OvXj3379jn2tYqISPUSFRbM45f+MUzggS9XkZ6T72BFcioUWuW47d+/nwcffJCmTV1XZY4bN46bb76ZsWPHkpCQwIQJE6hRowZBQUGMGjWK4cOH88QTT5CcnFzqWCNHjmTAgAEYY2jUqBH//e9/2bNnD0888URlf1kiIlKNDWgTx6VnNAAgOT2HJ75Z63BFcrKCnC6gurnqzV/ZffCw02WU0qBOOB9e1/OUjhEaGkrPnn8co3HjxqSmprJx40ZGjx5NcHCw1/7dunVj8uTJzJ49mxEjRni1DRzoPVFD//79CQ4O5uuvv+a55547pTpFRERK+tdFbfl5Yyr7MvP4eNFOLupYn7NaxDhdlpwgvw+txpgQoDhtnfLiArsPHmbb/uq53nFcXFypbZs2bQJg8uTJzJw506utoKCAiIiIMnta4+PjvR4HBQURGxvL1q1by7FiERERqBMRwiPD2jPuw6UA3DtlBd+N70eNEL+PQVWKXi3X4gIPldfBGtQJL69DlavyqCsg4OijSa677jqef/75Uzp+bm7uKT1fRETkaC7oUI/z2iXw7epkdh44zDPfreehi9s5XZacAIVW1+ICz7j/3Z1TXBXrVD+Cr2patWoFwO7du8tsnzNnDu3btyc2NtZre0pKCs2bN/c8zsvL48CBA7Ro0aLiihUREb/2yCXtWLBlP4cO5/NO4jYu6liPrqdFO12WHCe/vxBLiwucms6dO9O6dWu+//57MjMzvdoWLFjAkCFDKCwsLPW8uXPnej2eOXMm1lqGDh1akeWKiIgfi4sK418XtQXAWrjr8xXk5Jf+GyW+ye9Dq5waYwxvvPEGeXl53HjjjaSlpQGwatUqrrnmGu666y4SEhJKPW/GjBn89NNPAOzcuZMHH3yQ+vXrc++991Zm+SIi4mcu69KAs1u5Pv3bkprFhFkbHa5IjpdCqxzT0qVLSUhIIDExkZ07d5KQkMCwYcO89unbty+JiYmkp6fTokUL6tevz8iRIxk/fjyPPfZYmcd98cUXefPNN2ncuDFt27alUaNG/PTTT8TE6GpOERGpOMYYHr+sAxEhgQC8Nm8Lq3YfcrgqOR4a0yrH1KVLlzKv/j/SGWecwVdffXXcx42Ojub9998/ldJEREROSoPa4dx7wek8OHUVhUWWuz5fwVc3nUVwoPryfJleHREREfE7V3VvTI+mrouw1ialM3GulhL3dQqtIiIi4ncCAgxPDe9IWLArCr04exMbUzIcrkqORaFVKkV6ejoJCQk8++yzgGu1rJtuusnhqkRExJ81iYngjsGtAcgrLOKuz1dQWGQdrkqORmNapVLUrFnzuMbGioiIVKZr+zRl+soklu9MY9nONN7+ZSvX9W3mdFlSBvW0ioiIiN8KDDA8c3lHggMNAM9+v55t+7IcrkrK4veh1RgTYoyJMMZEAGFO1yMiIiKVq1V8FDcPbAlATn4R905ZQZGGCfgcvw+twP1Apvt2Sku4ioiISNX0j/7NaZMQBcCvWw7w8eIdDlckR1JohceBSPdtoMO1iIiIiAOCAwN45vJOBAa4hgk88c06duzPdrgqKcnvQ6u1Ns9am2WtzQJynK5HREREnNGhYS3G9nNdhJWZW8Cwl+fz04ZUh6uSYn4fWkVERESK3XpOSzo1rAXAwex8Rr+9iP/9sEFTYfkAhVYRERERt7DgQD69oRd/ObMhANbCC7M2MvrtRezPzHW4Ov+m0CoiIiJSQlhwIE9f3omnh3ckNMgVlX7euI+LXpzPku0HHa7Ofym0ioiIiJThL90aMWVcb06rWwOApEM5XPnaAibN34q1Gi5Q2RRaRURERI6iXf1afH1zH85tFw9AQZHlkelruOmj38nIyXe4Ov+i0CoiIiJyDDXDgpk4sisPXHC6Z0qsGSuTGPbSL6xLTne4Ov+h0CoiIiLyJ4wxXN+vGZ+M7UlcVCgAW/ZlccnLvzBl6S6Hq/MPCq1yTD/++CMJCQmEhITQpEkT1q1bx3nnnUe9evUwxtC/f38AFi9ezPnnn090dDTR0dF06dKFt956q9TxsrOzue2224iPjyc+Pp4uXbowdepU+vfvT2BgIAkJCbz99tuV/FWKiIgcn25NoplxS196N68LuJZ9vf2z5dw3ZSU5+YUOV1e9KbTKMQ0aNIjk5GR69+5NZmYmd9xxB6+++ipJSUncc889AMydO5e+ffvSpEkTdu3axd69exk/fjxjx47loYce8jre5ZdfzhtvvMGHH35ISkoK33zzDS+99BKrV6+mUaNGJCcnc8011zjxpYqIiByX2KhQ3h/Tg5sHtvBs+3jRDoa/mqhVtCqQQqsct/379/Pggw/StGlTAMaNG8fNN9/M2LFjSUhIYMKECdSoUYOgoCBGjRrF8OHDeeKJJ0hOTgZg5syZzJw5k5tvvplBgwYBkJCQwBtvvMGBAwcc+7pEREROVGCA4Y4hrXl7dDdqhQcDsHpPOhe9+DM/rklxuLrqKcjpAqqdd4fCoZ1OV1FarUZw9VendIjQ0FB69uzpedy4cWNSU1PZuHEjo0ePJjg42Gv/bt26MXnyZGbPns2IESP46ivX+QcPHuy1X9OmTWnatCkFBQWnVJ+IiEhlG9Amjuk39+GfHy1lxa5DpOcUcN17v3Hj2c25c0grggLVP1heFFrL26GdcGCL01VUiLi4uFLbNm3aBMDkyZOZOXOmV1tBQQERERGentatW7cCUK9evVLHqVevHjt3+mDYFxER+RONomsw+cZePDp9Le//uh2AiT9t5vcdB3lxxBnERYU5XGH14Peh1RgTAhR3EZ76d1WtRqd8iApRDnUFBBz93eJ1113H888/f8znF0/EnJeXd8q1iIiI+JLQoED+c0l7zmxSh3u/WMnh/EIWbj3AhRPm8+LfzqBns7pOl1jl+X1oBe4HHvrTvY7XKX4EX9W0atUKgN27d5fZPmfOHNq3b09sbCzNmjUDICkpiU6dOnntV9wbKyIiUpUN69yAtvVqcuMHS9icmkVqRi4j3viVu85tww39mhHgnudVTpwGWsDjQKT7NtDhWqqczp0707p1a77//nsyMzO92hYsWMCQIUMoLHRNATJ06FAAvvnmG6/9tm3b5hk6ICIiUtW1jI/iq5v6cHGn+gAUWXjq23WMfX8Jh7K1itbJ8vvQaq3Ns9ZmWWuzgByn66lqjDG88cYb5OXlceONN5KWlgbAqlWruOaaa7jrrrtISEgA4Pzzz+f8889n0qRJzJo1C4CUlBRuvvlmGjZs6NSXICIiUu4iQoOY8NfOPDKsHcGBrt7VH9emcNFLP7Nq9yGHq6ua/D60yrEtXbqUhIQEEhMT2blzJwkJCQwbNsxrn759+5KYmEh6ejotWrSgfv36jBw5kvHjx/PYY4957fv5559z3XXXMWLECM+x7rzzTk477bRjjpkVERGpaowxjOrVhMk39qZB7XAAdh44zGWvJvLxoh2eaz3k+Bj9h/3BGNMLSExMTKRXr15l7rNx40YAWrZsWYmVVX9t2rQhKiqKxYsXH3M//f+LiEhVdDArj9s+W8bc9amebZd1acBjl3QgPCTQwcqcsWDBAnr37g3Q21q74Hieo64tqVSXXnppqYu2kpOT2bp1q2dJWBERkeqmTkQIk67uxh2DW2Hc12JNWbqbS17+hS2pmcd+sgAKrVLJ1q5dy/jx4zl48CDgmklgzJgxREdHc/vttztcnYiISMUJCDDcfE5L3r+2B3UjQgBYn5LB0Jd+4ZuVSQ5X5/sUWqVS3X///aSlpdGhQwdiY2Pp1KkTtWvXZsGCBWUuOiAiIlLd9GkZw/Rb+tD1tDoAZOYWMO7DpTzy9RryCoocrs53aZ5WqVSjRo1i1KhRTpchIiLiqHq1wvlkbE+emrmON+e7pn2c9MtWlu08yMtXdaFerXCHK/Q96mkVERERcUBwYAD/d1FbXr2qC5Ghrn7EpTvSuHDCfH7emPonz/Y/Cq0iIiIiDjq/Qz2+vrkPbRKiADiQlceoSYt44ceNFBVplqdiCq0iIiIiDmsaE8GX487i8q6uxXashf/9uIHR7yzmQFaew9X5BoVWERERER8QHhLIs1d04qnhHQgJckW0eRtSuWjCz/y+46DD1TlPoVVERETEh1zZrTFT/tGbxtE1ANhzKIe/vLaAd37Z6teraCm0ioiIiPiY9g1q8fXNfRjcNh6A/ELLw1+v4eaPfyczt8Dh6pyh0CoiIiLig2qFB/P637ty/wVtCAxwLaM1fUUSQ1+az4aUDIerq3wKrSIiIiI+yhjD2H7N+fj6nsRFhQKwJTWLYS/9wtTfd//Js6sXhVYRERERH9e9aTTTb+lDz2bRABzOL2T8p8t44MuV5OQXOlxd5VBoFUds27YNYwwPP/yw06WIiIhUCXFRYXwwpgfj+jf3bPtw4Q6umLiAnQeyHayscii0ioiIiFQRQYEB3H1eG966+kxqhrlW0Vq5+xAXvTifWWtTHK6uYim0ioiIiFQx55wez4xb+tKhQS0ADh3OZ8y7v/H0t+soKCxyuLqK4feh1RgTYoyJMMZEAGFO1+OrkpOTueGGG2jYsCEJCQm0bNmSESNG8N1337F+/XoSEhIIDw/HGMOuXbsYNmwY8fHxNG7cmPvuu4+Cgj+m53jkkUfo1q0bAM8++ywJCQkkJCTw2GOPOfXliYiIVDmNomsw+cZeXNWjsWfbK3M38/e3FpGaketgZRXD70MrcD+Q6b7NdrgWn5SSkkKPHj1Yvnw5CxcuJDk5me+//54NGzZw5ZVX0rp1a5KTk7nyyisBuP3223n++edJSUnhiSee4Mknn+TFF1/0HO9f//oXixcvBuDOO+8kOTmZ5ORkHnjgAUe+PhERkaoqLDiQxy7twP+u7ER4cCAAC7bs58IJP7No6wGHqytfCq3wOBDpvg10uBafdP/997Njxw7efPNNGjRoAEDTpk2ZMGFCmfuPGDGCpk2bAnDVVVfRsGFDpk6dWlnlioiI+J1Lz2jItJvOollsBAB7M3L52xu/8vq8zdVmFa0gpwtwmrU2D8gDMMbknOrxrvv+OpIyk065rvJWL7Iebw5584SfV1RUxBdffEHDhg1p3769V1vPnj354osvSj2nd+/eXo8bNWrEnj17TvjcIiIicvxaxUfx1U19uOeLFcxYkURhkeXxb9bx27aDPHNFJ2qFBztd4inx+9Ba3pIyk9iRscPpMspNamoqhw4donXr1qXaAgICOOecc0ptj4mJ8XocEhJCfn5+hdUoIiIiLpGhQbz0tzPo3iSaR2esIb/Q8v2aFNa/NJ9XrupCu/q1nC7xpCm0lrN6kfWcLqFMJ1tX8UcKeXl5x/2cgACNOhEREXGKMYarezehQ8Na3PThUvYcymH7/mwufSWR/wxrx5XdGv/5QXyQQms5O5mP4H1ZXFwctWrVIimp9JCHoqIi9uzZQ1xcHCEhIQ5UJyIiIkfTpXEdpt/Sl/GfLmPehlTyCoq454uV/LbtII8Ma094SKDTJZ4QdYnJMQUEBHD55ZeTkpLCb7/95tU2a9YsWrVqRU7OiQ8FjohwDRQvngpr7dq13HHHHadesIiIiHhER4Twzuhu3DaoFca4tk1esotLX/mFrfuynC3uBCm0yp96/PHHady4MbfeeqvngqqNGzcyfvx47rjjDmrWrHnCx4yJiSE2NpY1a9YA8OmnnzJ7tmYcExERKW8BAYZbB7XkvWu7Ex3h+mR0XXIGF784n29X+d7F40ej0Cp/Ki4ujoULF9KuXTu6detGQkICQ4cO5frrr+eRRx4hNTWVhIQEPv30UwASEhJ4++232bRpEwkJCSQmJrJz504SEhKYPn064Bpv88Ybb7By5Uri4uL48ssveeWVV5z8MkVERKq1vi1jmX5zH7o0rg1AZm4BN36wlEenryG/CqyiZarL3F3lwRjTC0hMTEykV69eZe6zceNGAFq2bFmJlUkx/f+LiIicmryCIp6cuY5Jv2z1bDvztDq8NKILCbUqZ3HQBQsWFE+R2dtau+B4nqOeVhERERE/EhIUwL8ubssrV3UhMtR1Tf5v2w9y4YSf+WXTPoerOzqFVhERERE/dEGHenx101m0jo8CYH9WHnd8tpyc/EKHKyubQquIiIiIn2oWG8nUf57FZV0aEBhgeOGvnQkL9s2psDRPq4iIiIgfCw8J5LkrOnF932acXu/EZwSqLOppFREREfFzxhifDqyg0CoiIiIiVYBCq1QpmqJNRETEPym0niBjDIWFhRQV+f4kvNWNtZaioiICAvRtKyIi4m/01/8ERUZGYq1l9+7d5OXlqeevklhr2bNnD9ZaQkNDnS5HREREKplmDzhBdevWJTs7m8zMTDIzMzHGEBAQgDHG6dKqreIe1uLAmpCQ4HRJIiIiUskUWk9QcHAwTZs25eDBg2RkZFBQUKChAhXMGENwcLAnsAYF6dtWRETE3+iv/0kwxhAdHU10dLTTpYiIiIj4BY1pFRERERGfp9AqIiIiIj5PoVVEREREfJ5Cq4iIiIj4PIVWEREREfF5Cq0iIiIi4vM05ZW3GgArV650ug4RERGRaqtE1qpxvM8xWob0D8aY64HXna5DRERExE+Mtda+cTw7KrSWYIypB1wEbAGyK+GU7XGF5LHAqko4nzhDr7N/0OvsH/Q6+we9zhWvBtAMmG6tTTqeJ2h4QAnu/7TjSvvlwRhT/M9V1toFlXVeqVx6nf2DXmf/oNfZP+h1rjSzTmRnXYglIiIiIj5PoVVEREREfJ5Cq4iIiIj4PIVWZ+0C/u2+l+pLr7N/0OvsH/Q6+we9zj5IsweIiIiIiM9TT6uIiIiI+DyFVhERERHxeQqtIiIiIuLzFFpFRERExOcptIqIiIiIz1NodYAxpr8x5mdjzF5jTJIx5k1jTF2n65LyYYypaYy52RjzqzFmvzHmkDFmtTHmPmNMiNP1ScUxxjRwv96alqUaMsZEGWMeN8asM8Yku3+HzzPGXO10bVI+jDEhxphbjTHLjTEpxphdxphvjDE9nK5NFFornTFmMPAjMB1IADoC7YB5xphIJ2uTcvMJ8DTwFBAL1AWeBR4FpjpXllSCV4CaThch5c/dsfArrt/bZ1lrE4DeQD3gUidrk3L1LvAcrt/XCUAbIA34xRgzyMG6BM3TWqmMMUHAemCftbZHie0dgeXAI9bah5yqT8qHMeZb4Hdr7X1HbP8AuAo411r7vSPFSYUxxlyB643KPqCbtdY4XJKUI2PMR0BrXK9tUYntfwG6W2vvdKw4KRfGmEbADuBza+0VJbbXAg4As6y1Q5yqT9TTWtnOAZoBX5bcaK1dAWwCxhhj9Ieu6vsIeL+M7Qvd990qsRapBMaY2sAE4B9AtrPVSHkzxpwG/BV4p2RgBbDWfqbAWm00cN9vKbnRWnsI15vRRpVekXhRaK1c/dz3K8poW47rB6Z55ZUjFcFa+561dk0ZTcXjWQ9UZj1SKZ4FfrTWfud0IVIhhgIG+M3pQqRCbQTygFYlNxpjooEYYK0TRckfFForV/EPQlIZbXvc9y0rqRapfN2AAuBrpwuR8mOM6Q8MA25zthKpQJ2L/2GMed0Ys80Yk+q+CEvjWasJa+1+4G7gImPMKPdFWbHA67h6Wh90tEBRaK1ktdz3ZX18WLytduWUIpXJPVZqKDDBWrvL6XqkfBhjwnD9QbvDWrvP6XqkwsS777/CNZSrA64LdNYAU4wxNzlVmJQva+0LwI3A80AGsBfXxXb9rLWrHSxNUGh1iq5+8yPuccoTcf2Be8DhcqR8/QvYbq19z+lCpEKFue+XWWufttZmuHvl/glsB55wX6wjVZgxJtAY8wmu2QPG4JoJJBZYBiwwxpzrYHmCQmtlO+S+jyijrcYR+0j18Qyuac0ustbmOF2MlA/3rB//BG5wuhapcMWfhM0uudFaWwjMAiJxTX8lVdsY4ErgUWvtl9baXPcnKDcDu4EP3RddikMUWivXBvd9vTLa6rvvN1ZSLVIJjDH3AiOAwdbaZKfrkXJ1ofs+0T3RfLIxJhl3eCmx7R7nSpRyssN9v7+Mtr3u+9hKqkUqzmD3/U8lN7pnjPgZ15zbPSu7KPmDQmvlmue+71hGW0dc7+Q2VV45UpGMMTcDtwODrLUb3dvqGmOaOFqYlAtr7RPW2lrW2oSSNyDR3V687SmHS5VTt8B9H1dGW3FYTa2kWqTiFH/iWdYQvuKpzrR4iIMUWivXLGArR6ye4v6YsSUwyWq1h2rBGHMt8DAw5Ijpry52bxeRquMrXFPVeU0sb4wJAPrjGtY1v/LLknJWPKVZWUM9euMKs0sqrxw5kkJrJbLWFuC6KrGrMeYeY0yAMSaGPy7SecbRAqVcGGP+CrwB/AJcYox5uPgGXOJkbSJy4qy1GcAtQB9jzJ3GmFBjTA1c8/M2A8a795Gq7UVcQ0EeNMacY1xqGGOeAM4AXrfWbna2RP+mZVwd4J7X8VFc87YWAt8A92jKnOrBGLMM6HSMXd611o6unGqkshhjFgBNgWggGEhxN51hrS1rbmapYowxF+GaAaSNe9My4EktKlF9GGPicc0KcgFQB1fn3nrgbWDikSuiSeVSaBURERERn6fhASIiIiLi8xRaRURERMTnKbSKiIiIiM9TaBURERERn6fQKiIiIiI+T6FVRERERHyeQquIiIiI+DyFVhERERHxeQqtIiIiIuLzFFpFRERExOcptIqIiIiIz1NoFRERERGfp9AqIiIiIj5PoVVEREREfJ5Cq4iIiIj4PIVWEREREfF5/w+ZBnPCIoWfiQAAAABJRU5ErkJggg==", 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", 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for loss in losses:\n", - " loss.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 100/100 [10:29<00:00, 6.29s/it]\n" - ] - } - ], - "source": [ - "imgs, losses = fit_N_lines(losses, spherical, lines, frequencies, obss, N_epochs=100, lr=1.0e-1, w_rep=1.0e+0, w_reg=1.0e-1, w_cnt=1.0e+0) " - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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677//Po8++igvvPCC1/6zzjqL3r17c+2113o8n5OTw3XXXcfFF1/MxRdfjMPhCNaQhRBCiICQFbE6sdraWj7//HN++ctfYrVaW/26H374gW+++QaAv/zlL/zf//0foCZ6XX311cyfP9/d7/Wiiy5i+PDhlJeXU2832lwlxkaREh9NRZ2Nihb6tLaFpmlePWzj4+O56KKLSE5O9ghmXbZv386iRYu89jU0NHDllVdy0003tXoxifr6el588UViY2M555xz3Nnejti1axd33303xcXFnHjiifz1r39179M0jWuvvZaSkhLGjx/PggULPF5rt9vRdZ2ffvqJgwcPujtSLF682D2BrXfv3lgscn0qhBAisknQ2kn95z//4aqrrgLgq6++Ys6cOa1+bUVFBUOHDmXXrl1s2rQJh8PhEfS4AlZQE78uueQSAF75bp/7+YRYK8lxzkxrO8oD2uq1115rcl98fLxXJhLUogavv/46r7/+Oo8//ji33nqrx/7KykpKS0vJzs52PxcdHc2DDz5Ifn4+N954I3v27Gn1QhBFRUV88cUXDBw40CNIzszM5IMPPkDXdRITE71eN2jQINatW8eePXu8VlAbN24cdrudU0891eO1119/PUOGDOGxxx7joYce8jjfG2+8wYYNGxg3bhxnnnmmz7IRIYQQItxI0NpJuTJuAAsXLmxT0Dp79my2b99OQUEBWVlZrX5ddb2RUU2KjSIlLhpo30SsYHBlk6Ojo5k7d67HvlGjRrF161ZGjBjB1q1b3c9rmsbJJ5/MG2+8wZgxY7wC1ldffZXExESGDBnC2LFj3c//9NNPTJw4EYfDwYIFCzyC1tTUVEaPHs327dt9jtMVdA4aNKjJfb7Mnj2b2bNnez3/7rvv8v777wNQUFAgQasQQoiIIEFrJ3XSSScxefJk1qxZwznnnNPm11ssljYFrACVpj6tiTFRpMSrL6+aBjsNdgfR1vC6Rf3hhx/y3nvvsXfvXoYOHeqxz1X7eujQIa/X3XPPPYwYMYJhw4Z57bvlllsoLS3luOOO48cff3Q/P3r0aJKTkykrK/PZMmzt2rVER0d7ZFFdfvGLX7T5c2uOq4VYr1696NGjh1/PLYQQQgSKBK2dlNVq5bvvvqOoqIjMzMygvGdVnWemNdmZaQWoqLWRnhgTlHG0lqZpnH/++T73zZo1iz59+tCnTx9sNpvHRLbRo0czevRor9eUl5dTWloKQP/+/T32RUdHc9tttxETE8Ppp5/u9dqYmOD93fz0009s2rSJ4uLioL2nEEII0VEStHZiVqs1aAEreAatCbFWUuKML6/ymoawC1qb88gjj7T5NbGxsSxevJgDBw74rHN94IEH/DG0DktOTmbq1KmhHoYQQgjRJhK0Cr+palzTGm9kWoMxGSvUYmNjfWZRw53dbmfRokWsXLmSf/3rX6EejhBCCOGTBK3Cb6qcNa1Wi0ZslMU9EQvwa9sr4V+XXHIJb731FqBWVDvppJNCPCIhhBDCW3jNjBERrdJZHpAYY0XTNHfLK/DvAgPCvy699FJA1fj6miQmhBBChAPJtAq/cdW0JjlXwupq5QGRau7cudx1113Mnz+fMWPGhHo4QgghhE8StAq/cQWtCa6g1VQeEK69WoXKsP7tb38L9TCEEEKIZkl5QASqqbeTU1wd6mF4qapXNa2J7kyrcU1UIZlWIYQQQnSABK0Rpt7m4NQnljH9/77l8815oR6Om67rpvIAK4BHn9ZymYgVMRwOBx9++CENDXKhIYQQInxI0BphduZXkFNcA8CXW8MnaK2zObA5dECthgV49WkV4W/lypWMHj2ac845h0WLFoV6OEIIIYSbBK0RJq+s1r19sCh8SgQar4YFjTOtErRGgvT0dLZt2wbAQw89hMPhCPGIhBBCCEUmYkWYvHJT0BpGda2uHq2gVsMCiImyEBdtobbBIeUBEWLEiBFceOGF1NTUcN9992GxyHWtEEKI8CBBa4TJNwWtBRV11NTbiY+xhnBEink1LNdELFAdBGob6qQ8IIK89tprREXJjwYhhBDhRdIoESbXVB4AkFMSHtlWj/KAGFPQ6uzVKitiRQ4JWIUQQoQjCVojjDnTCuFT11pZ11SmVW1LTWvk0nVdaluFEEKEnAStESavUab1QJjUtZprWhNjjXIF12SsyjobDmd3AREZHA4H77//PhMmTOD9998P9XCEEEJ0cRK0RpjGQWu4LDLQZE2rszxA16GiTkoEIsmmTZs477zzWL9+PQ8++KBkW4UQQoSUBK0RpKrO5hX4hUsHgaoWygNAerVGmrFjx3LGGWcA0KtXL0pLS0M7ICGEEF2aBK0RJK9RPSvAgaKqEIzEm68+rWBkWkEmY0Wiv//976xZs4bPP/+c9PR09/MVFRUhHJUQQoiuSILWCNK4NAAgp6QmLGpFK801rabuAcnmTKtMxoo4xx57LCeccILHcwcPHqRHjx6ce+657NixI0QjE0II0dV0iqBV07R7NU37SdO0HzVNe1LTtNA3Lg0Ac9AaG6X+6eptDvIrvIPZptTbHOwprETX/RvoepYHGH/9KeZVsaQ8oFNYtGgRdXV1fPDBB5x11llS6yqEECIoIj5o1TTtMuBiYCowCTgWuCekgwoQc3nAhH7d3NutbXul6zoXv7iG2f9Yxosr9vp1bC1NxAJkVaxOomfPnmRkZHDxxRfz7bffyqpZQgghgqIz/La5GfiPruu1uq47gH8BN2mapoV4XH5nzrROGmjUF7Z2MlZpdQPrDpQA8PnmPL+OramaVnN5QIWUB3QKV199Nfn5+SxatIjevXuHejhCCCG6iKAHrZqmXappWqmmaf9p4biZmqat0DStQNO0XE3TXtI0LaPRMTHAeGCz6elNQE9goL/HHmrmTGt7gtbDpTXu7X1H/TuBy9Wn1WrR3KUL0Lg8QDKtnYXVaqUTXhcKIYQIY0ELWjVN665p2rvAQ0BqC8eeAnwNfAJkAWOAUcByTdOSTId2B6xAqem5EuefPf0z8vDhWg0rJS6KYT2T3c+3Nmg1LwFbUt1ASVW938bmWhErIcYzmEmNl4lYXUF5eTk//PBDqIchhBCiEwtmpvVVYA9wanMHaZoWBTwPrNN1/e+6rjt0XS8ErgdGAneaDw/UYMORK+jslRpP96QYEmLUhKcDraxpPWLKtALsPVrpt7G5ygPMpQHgmWmV8oDO6e233+aYY47hzDPPpKSkpOUXCCGEEO0QzKB1ga7rdwF1LRw3GxgEfGB+Utf1jcBu4BpTvWohYAfSTIe6Zijld3TA4aTB7uBopfqr65kah6Zp9EtPAFq/KtaRMs+gdU+h/0oEqutVeUBio6A1WcoDOr1ly5aRm5tLYWEhDz74YKiHI4QQopMKWtCq6/qhVh46w/nnRh/7NgB9gMHOc9YDP6E6BriMRgWs+9o30uBpcLQ+81hYUYerS1VWSiyAO2gtqqp3355vzpFSz9ZYe/0YtLrev3HQGhdtIdqqrjGkPKBz+utf/0pmZiZXX30199zTKRt3CCGECANRLR8SdMOcf+b62HfE+edQVNYVYCFwl6ZpzwD1wALgab2FRqSapvUFshs9fayvY/1N13WeXv80Pxf8zPNznifGGtPia8yTsLJS4wEjaAXV9mpk75Rmz5HbuDyg0D/lAbqum8oDPFvkappGSlw0RVX1ErR2Ut26dWP79u1069at5YMj2IEDB3A4HAwc2OnmeAohREQIx5ZXrklavu55u55Lcz2h6/r/A94EVgE/AFuBR1rxPtc4X2P+eKFdI26jJ356ghc2vsDavLXcv+r+VjX6N7e7ykqJA6BfhilobUWJgHdNq38yrXU2BzbnqlwJMd7XQa62V7KMa+fV2QPWX//61wwYMIChQ4eyaNGiUA9HCCG6pHAMWl1avWSTrusP6bo+Qdf143Vdv1nXdXvLr+Jl1IIE5o8F7Rtq25w95GxSYlRW9NO9n/L0+qdbfI1H0JrqWR4AcLC4+QDUZneQX+FZTnygqAqbveOrGTXVo9XFtcCArIjVdWzbto3f//73nWa1rOHDh7u3Gxrk61gIIUIhHIPWMuefiT72JTQ6pt10Xc/RdX21+QPPfq8BMzB1IE/OepJoiwrmXtj4Ah/s+qDZ1+SbygN6ujKt6a3PtBZU1GF3eF4HNNh1DpXUNPGK1nNNwgLPJVxdXB0Eymttfl8+VoSf1atXM23aNB599NGIrHE9dOiQV7B93XXXAbBw4UKuvPLKEIxKCCFEOAatO51/9vKxz7X8zq4gjSVgjs86nr+e+Ff347+s/gurjqxq8nhzj9VezprW7G4JuPooHCxuPvjMNXUOSDZlQ/3R9so8CazxRCyAFGevVrtD9whwRefU0NBAVZXK/K9du5b6ev/1A24Lu73tX2tff/01Y8aM4U9/+pPH84mJiei6zo033uin0QkhhGircAxalzv/HONj3xjgMMYkrIh2xqAzuGXCLQDYdBu3L72dnSU7fR7rmogVE2WhW0K0e7u3M4A9WNR8ecBhU+eAyYONhcX80UHAozzAV01rrLlXq9S1dnYzZszg9ddf5+KLL+azzz4jJqbliYYdUVFRwaeffur1/G9+8xsGDBjAwoULqa5uueb76NGjnH322ZSUlPDggw/y1VdftfiaTz/9lOLi4naNWwgRHLquY7N5/u4pKCjgggsu4Mwzz+Tpp1su0RPhIRyD1m9Q7arOMT+padoYVNeAV1rqDBBJrjn2Gs4beh4AVQ1V/PrrX/P2jrc5WnPU4zhXeUDPlFiPFaf6pqug9VBJjdftfzNz54DpQ7u7t/0xGcucaU1oJtMK0vaqqzj33HN5/fXXiY2N9Xh+6dKlPutcGxoa2LhxI5s2bfL65dKcG264gR49enDmmWd6BaaDBw/mwIED3HLLLbz99tstnqt79+4899xzAFx99dXMmDGj2eOfeuopfvnLX3L66adTUFDQ6jF3JnV1dV6ZdLvdzsqVK9myZYvfsuxPPPEEw4YNY9SoUbz77rt+OacIvqqqqha/Jurq6rzKyMrLy1m1ahWVlW27M7hixQqmTZtGamqq19eNzWbjnXfe4dNPP2X9+vVer12wYAF/+MMf+O6779r0niKwwi5o1XXdBtwAHKdp2l2aplk0TeuOWiVrK/CoP99P07QYTdMSNU1LBOL8ee5Wvj9/mPwHTux9IgAF1QU8uOZBTn77ZK747Ar+39b/R25lrrEaVkq8x+v7p6vSX5tD9+oOYGbeN2lgOlEWFfj6o+2V+ZZ/45ZX4LkqlkzG6rqWL1/OrFmzmDBhAsuWLfPYN3r0aMaOHcuYMWOoqfH8On788ccZOnQoY8aMYcuWLR77YmJiqKtTEwz37fNszTx06FCioqLIzs5m/vz5HvuuuuoqZs+ezaWXXurx/GWXXcaKFSt46aWXvAJus6qqKp588kl0XWfjxo1ERYVj98DAWbp0KTNmzCA1NZXPP//cY19ZWRnTpk3j2GOP5YQTTvDL+1VXV7Nr1y62bt3qlbmvq6vj22+/bVc5SHs4HA4OHz5MXl4etbW1Lb8gQum6TlVVlbvUx8XhcPDxxx/zwQcf8OOPP3q97qKLLmLChAnMmzfPa9/1119PbGwsiYmJXncoHnzwQVJTU4mLiyMvL89j34oVKzjxxBNJSUnh+eef99i3evVq5s6dy0knncTatWs99lksFlauXElFRQUbN3q2fk9IMOaEuH6GuFRVVfHKK6/w8MMPc9ttt3l9HiJ0gha0apo2X9O0PMD1VXWhpml5mqZtaXysrutfAnOAXwJ5wCZgG3CSrusVfh7avUCl82OJn8/dKtGWaB476TGm9Znmfk5H56eCn/j72r9z+vunoyepeteeqZ5xtbntVXMrYx0x1cT2S09wv84f5QEt17SaglbJtHZZDzzwAAAbNmzw+kU4YcIEQP2SSUpK8tiXn5/P7t272bRpk1dgct555zFy5Ejuu+8+MjMzPfadffbZ7Nmzh9dee80r0Fm1ahVLlixh9erVXuOcNm2ax90MXxITE/n888/p27cvF198Menp6R77P/30Uz799FOOHDnSxBkig81mY82aNRw96nnnR9M0VqxYQV1dnVcmqqzMmCc7a9Ysj326rvO3v/2Njz/+mEOHPNebOXDgAI899hinn36617/LFVdcQVxcHImJiUybNs1j3+eff87JJ59M3759+eCD5ie0mtXW1rJr1y6WL19OUVGRx761a9dy/PHH069fP68gqbq6muzsbHr16sVZZ53ldd4XXniBp59+muXLl0fExNOCggKv78cffviBuLg4kpKSePzxx71eM2/ePM4991z+/ve/e+376aef+Pnnn9m0aZPXvtLSUkD9HaakePYVr6uro7y8HICcnByPfa5MqK7rXn2Si4uLWbx4McuXL/cKWo899lhiYmIYN24cPXr08NiXmppKRUUFNpuN1157zWPfli1b3D8DzjjjDI99uq4zZ84cbrzxRj755BOvz1EEVtDSA7quvw683objlwLTWjrODx7GyN5OIkSBa1JMEs/NeY7DlYf5+sDXfH3ga9YXrgfArtuJ6/UhmrWanslXe7zO6CBgY2vBIaYO6Y4vrkxrWkI0CTFRDOqexN7CKgoq6qiobfBYbrWtqloIWl19WkFqWruyv/3tbzzwwAOUlpZy+umne+w799xz6datGxkZGV4BY1paGkOGDKG2tpbERM+mIjNmzPDKvpr169ePfv36eT0fFxdHTEwM0dHt/7ofMmQI27dvp6LC8zq6pqaGyy67jJKSEmbPns3XX3/tsX/Dhg306dOH7t19f6/627fffsvXX39NVVUVd9xxB3379nXv27ZtGwsXLiQuLo5zzz2X6dOnu/dt3LiRadOmUVFRwYsvvsi1117r3jdx4kTi4+MZNWqUx/kAkpOTefDBB8nNzeWiiy7y2JeTk+PuKHHppZd6BAsbN27kzjvvBOCEE05gypQp7n19+vShrKyMqKgoLBbPXMubb74JQG5uLr179/bY99RTT/H4448TFxfH4sWLGTBggHvf66+/zjXXXAPARx995BGAaprGunXrADh8+LDHOc1fM6mpqTT2+OOPs337djIzM8nP91xNfPv27SQmJpKdnd3ihVGgvffee9x8880cOXKE999/n3POMSrykpOT3bfxG2dELRYLmqah67rXxQxAjx49KCkp8fn1PXnyZCwWC7W1tV53J/r378/kyZPJyMjw+r6cOXMmd911F+vXr2f8+PEe+1wZ0/j4eK8LodTUVKqqqnzeCdE0zesC2WXSpEmUlpaydOlSj3Z3oO7ofPPNN3zzzTccPXqUM88802P/2rVrGT58uFdQHkh2u53CwkKysrI8nv/ggw9YunQpNTU13HPPPR4Bf1FREbt27XJfgFmt3ndJw1HXuqflg3Mp2HoATdNCfq+nT1Ifrhh1BVeMuoKC6gLe3fkuz21QdXaxmV+y0xaPQ/8LFk394O6dFk10t9XEdP+GJ3dVstN2Oncefyc9EjyvKt3lBc6JW4N6JKrcNbDvaBVjstPaPWaPoNXHRCwpDxCgApHPP/+cyspKr1/Y559/Pueff77P1919993cfffdPve19xf/+vXr/RI0JCQkeNxmBHjrrbcoKSkBYNy4cR77dF1n1qxZlJSUMH36dJYvX+6x/5tvvsFqtZKZmcnIkSM99jkcDiorK6mqqqJXL8/mKgsXLuSrr77iyJEjrF271iOw++6773j44YcBuOCCCzyCzL1797oziYMHD/YIWpOSktwB+VdffeURtCYkJFBcXExcnHdFVffu3fnjH//o429LBewuY8eO9dg3Y8YMLBYLDofDq9QDaHJC34IFC0hISGD9+vVMmjTJY19BQYH7XEVFRR5BqzmoyM31XIAxMzOTjIwMMjMzvQLT6OhorrnmGux2OxMnTvTYV1NTw86dajLtmDHec4lvueUWvvzyS3r27MmhQ4c8gqmqqiri4uL8GjwsXbqUV155he3bt/Pss89y/PHHu/elpqa67wRs2bLFI2jt0aMHs2bNIj09ndGjR3ud9/nnn8disXjd3QD19dbU91ZTXxeg2sq5Wss1duKJJ3LiiSf63HfSSSdht9u9LmZc2lu6k5iYyNy5c72e3717N0lJSVRWVjJz5kyPfTU1NUydOhW73c5VV13Fyy+/7LHfbrd36N+3vr7e6/vgzDPP5Msvv6Rbt25eF0lLly5l4cKFANx8881e+1w/c59//nmuv/76do8rmLp80BrOMhMyuXHcjRwqiOfjI0+gaQ5+LvuI+1fCA1Mf4Kv9X/HkTwuJyzIyAZ/t+4zlh5bz2/G/5cLhFxJliaKm3k5xlbpq7pOmfskM6m5krPYWdixoraxroU+rR3mAZFq7uqayG8EUyCzXvHnz+Pzzz1m/fj1Tp0712Hf06FF3QNs48AS48cYb2blzJ0OHDnUHPy5Tp07l+++/Jz093et29s8//+y+VZmbm0ufPn3c+8zZ6ca3gc31w/HxnvXy3bt3Z8KECUyaNMnnbXBfAWtLZsyYwVdffcWGDRs45ZRTPPalpqby6aefMn78eHr27Nnqc86aNYtZs2ah67rXv2u3bt0YPnw4NTU1XotCDBs2jBtvvJFevXp5BZ/9+vXzmUUElWl86aWXfO6LjY1ly5YtbNq0yevrXNd1fv75Z/fn2jiYuvHGG3n99dfp27cvGzdu9Hj9F198wcaNG4mOjubqq6/2CLjfeOMNnn/+eQ4dOsRnn33GsGHD3PsOHjzozmZv3rzZI2gdP348AwcOZPz48V4XSN27d2fJkqZvOi5Y0PQ6PMHOIDcVrAbKqaeeSklJCT///LPXXZyNGze6J5KmpaV57NN1nT59+pCQkMDcuXN56qmnPPZ/+eWX2O12unXrxuTJkz32nXvuuaxdu5bs7Gyv0hmr1UpDQwMFBQVUVlZ6fN2YtxtffJmz0tnZjVe0D18StEaAHtqJ1Bw6Snyf19EsNj7a8xHLDi2jtK7UfYyuW4jSk7BbyqlqqOJvP/yND3d/yL0n3Esyg93HGZlW44u5o5OxquubXxHLXB7QuKa1we4g2hp28wGFaLdu3brxi1/8gl/84hc+999///1s377dZ72n61a0r2Vxk5OTATWTunGA5sqeZmZmUlBQ4BG0zp8/n5kzZ5KYmOh1K3/u3Lns37+f2tpar6xZSkqK+xa5v6SmpjJnzhzmzJnjc/9pp53W7nP7CpZuv/12br/9dp/Hjxkzhmeeeabd7+eLxWLhmGOO4ZhjjvHaZ7fbufPOO/n55599Zii3bduGzWajsLDQqwzmvffe48UXXwTUXQlz0HrkyBF3xv7AgQMeQatrHImJiR61xgAZGRns3bu3nZ9p1xYVFeV1oQMq2L/33ntZt26d1yTEgoICdya0sLDQ67WXXHIJR48eZeLEifzwww8e+3Jycjh06BBlZWVe3/sTJ06kvLycwYMHU1NT4xGo3nzzzVxxxRXEx8d7lc6ccMIJ3HfffRw6dMirBCKcSdAaAfLKarFXjqQm5yq6D36daluVR8CaUH8cBQdnkRydwXVn7uXfW/6NzWFje/F2Lv/scqxaFIlDktAbUtjY0Ie//zCYpKgMopIL0G2pbCmMocExyL1CV2M1tho2Fm5kXf46thVvo8ZWQ52tjjq7+sgtryKhfxyOhlRe27GFgd360DOhp/t8RVX1WBO3AxYKq9IA9Qv6yW928ezSPcwb25tHf6VuFdbZ69hRvIPU2FSyk7KxWiKjzkaI1ujRowd//vOffe7TdZ2nn36avLw8r0kjoG6Dpqenk5KSgt1u98jU3Xnnndxzzz1e2VKArKwsr1o3l/j4ePr379/Oz0a0RVRUlLtm15dJkyaRlJREbGysVwBuzhI3ztCmpaURExNDdna2VzZ53Lhx5OTk0KdPn5DX0HYFgwcP5qGHHvK5r7y8nNmzZ7Nnzx6PCwsXV4bWVznDsGHDKCsrY8SIEVRWVrovYEGVXDRVdtGzZ88m71pMnjzZK6MbCbRImN0YLJqmTQFWrVq1ymMSQKhd8coPLNtZiKbBh7f15+Zvf0NxbTGTe03m1uNu5ZnPa1m8SbUI2XD/qRQ15PDwmof5Pu/7Vr+Hhkb3+O5kJmTSM6EnmQmZxFpj2VC4gc1Fm7E5/HVbX2NsjzE4KkewZksWjrqeaFEV3PcrWF+0mjW5a6ixqVuWcdY4BqUNYmjaUIZ2G0pKTApWixWLZsGqWdHQKK8vp6i2iOKaYopqiyipLSEhOoFeib3cH72TehMfFY+Ojq7r6Kiv+cyETLrHB2cyjBBCtNeOHTs4cuQIDQ0NzJw506Ou0eFwoGmaBKUR7qWXXqKmpobMzEwuvPDCUA8n4FavXu0qn5qq67p3G5cmSKY1TFTUNnDRC2s4VFLDG9dNZmRv4/aPa2GBjMRYxmYey2fnfsbRmqP0S1H1NH3Tt7mPPVhczejsQbx46ot8deArluYs5cfD+zlcnosWXY5m8d3YWUensKaQwppCthQ1PRsbIMoSRaw1llhrLHHWOI5WNlCnl6JZWjPJSmdD4QZgA4mDwGFLxBJVxePrvY+stdeytWgrW4u2tuK87dM3uS/jM8cztsdYxmeOZ1DqoBazuw5dNcd3TYYTQohAGj58eJO3cINd0ykCwzzRUTStywetmqbFAK774kFfXMDlvXWH2HJE9aj751c7eOkKo17GmPmvhpcQnUC/aKMA3Gh75QpaU9E0jVMHnMqpA07lrnc3snNvDqDzxe2TsEaXk1+dz8Jla/n5yAG06FKmDIuirP4o+dX5VNQbLXyitChGdR/FcT2P4/iexzMucxzJMcatCYCzn1nJ+pwSkhPqeeemkeRV5VFYU4jD4VDZTXQe/nQbdY5qopJ2Yok/gKY5A78oz4khA1IGcGKfE6m11bKrZBe7Sne5M6+tEW2JpsHR+g4FORU55FTk8PGejwGVcU6NTSUtNs39p45OaV0pZXVllNaVUl5XjkWz0C2uG+lx6WTEZZARn0FabBqJ0YkeH7HWWBy6AwcOdF3HoTvcmV7N9Z+mYXPYqLHVuD9qbbU0OBqwaKq9jCuzrGkadocdu27H5rBh1+3YHXZsus3jMeAeQ1JMEsnRySRGJxJtjSbaYvqwRhNrjSXGGkOcNY4Yawyx1liiLdFEWaLcxzUXyOu6bozbXkudvY4GewN19jrq7fXUO+p99qtMiE4gOTqZ5Bj1ER8VL9kiIYQQTeryQStqcYEHQjkAXdd5c63RTPmb7QXkFFfTNz2B2gY7Zc42UT1TfMfUrlWxQAWtjR0pU0GfRdMYlNGdaGsmQ7oNYX2vnny/cQcA155xAtOcy7tWN1RTUF1AZUMlg1IHkRCd4HVOMzURSyMpOpVj0o/hmHTvSQjPfLSEQyU11BfNAks18am7mDQqj/UFG6mv7Ya1ZhQfXX0tg7sN8HidQ3dwuPIw+8r2UWOrwaE7sOt2dF3HrttJik4iIz6DjLgM0uPSSYxOpM5eR351PrlVuWo1sapc6ux17qBPQ8OhO9hTtof1Bes9J7Q5A1Tzc77YdTtHa456LbfbWWloWC1WorQorBYrVk2VadTZ69p0UdGcKEsU6bHpdE/oTo/4HnSP7073+O4kRScRbY12B9Qxlhjsul0FxPZ6FRw76j2CdvOfgEdpiLlExP2c83m7blcXGc4PXddxYGy7xun6u4iyqA/X34dr22qxqn2mY5rKzLte63qdVbO6z2M+v2ts7j8dduod6vN31ZjXO+ppsDdg023qYsb5dxJnjSMuyvnh3E6JSSElNoWUmBRSY1NJjklWFyvOf2PXeHVdd18UNTgasDlsPv+ONDR1keX8PnNtWzWr+7F524LF4zjwnkxl/jdz4ABd/Vu6Lv5c+82Pzduuf3vz+Ro/B/h8/8bPmS8yGzOf19dYfImxxhBjiSHGGkO0JVou2CKA6/vO/DNBR0dDIy4qTu6+BYEErWGwuMDPOaVszzOym7oOr/9wkLtOO4Y800pWWam+l5U0Z1p3FXgvGOZaWCAzOc5jpr5H26ujle6gNSE6gQGpA1o9/ipnyytfCwu4qF6tahzx1mRePm8BU4d0508fb+E/q/YDkF+cxOBGk6YtmoW+yX3pm+w567k5cVFx9E/pT/+UlieY6LrOgfID/FzwMxsKN5BXlecOWkvrSqlqUJngpOgkd+Y1LTYNh+6gqLaIopoiSupK3CUDnZWOjs1hw4YNArRaps1ho6CmgIKagsC8gWgTV8Bp06VNXTDEWGJIiE4gISrB/WdcVJzH3RHXhZDrQst90eAMjl0BlesCTFdRvudFmyuIdj3fKMA33xXxCNg1DQsW0HBfcGia5n1+08WfTbfhcKgLrcYXUjaHzR3wuZIJ7gsd09wF80WN+2LTNM6mLlhac7HSmPsiw/k52XW7+0LNdTHYnPioePdHUnSS+26c6yMtLs04xhpPfHQ8MdYYj78X1/u5PsyPHThwOBzuoNkcOLvG7vpdZH6+MfMFWeOLM4tm4epjr/Z6Tbjo8kFrOCwu8Mb3B93bmqaC1rfW5nDL7KHu0gCArCYyrdnd4klPjKG4qp41e4o8WmLous6RUnWO3mmer/dse9X+5Vxdy7gmxjR9C/mYXslszS0nKTaKf181kYkD1LKXs47JdAety3YUMnWw98SonOJqHl68jRnDenDxJO/VjTpC0zQGpA5gQOoAzhl6jtf+BnsDaDTZWQHA7rCrsoF61W6sqqGKyoZKqhuqqbPXeWSXXD+gG98u1zTN/cPM9csqxhLjUVrg+iUUpZmyeZpaIahx1k9HV+Oor6SyQX1UNVS5fwg2OBposKs/6+x11NpqqbfXU2tXf5p/ULq3dZs70+D6BRRrjSU+Wo05PiqeOGscsVGx7gySK4tk1awen6uu61TbqimvK6eioYKK+grK69SkusKaQsrqyhr/NYsg09ElYA2iekc99XX1Ld7lEeHLVSYVySRoFc0qr23gk41qNZaslDjmjMzk/605SHFVPYs35WIx3TLKSvVuZwNgsWhMGZzBpxtzOVJWy/6iagY6s6hlNQ3UNKjUWK80z9f3z0hwB8l72tmrVdd194pYzWVa/zh3JOP7dWPG0O70zzAyvCcMTCcu2kJtg4NvdxRwzxkjvF5757sbWLO3mM825zFlUAYDuid6HRMo0daWl/m0WqyqRCE+Iwgjar3kmGQI3l+VX9XZ69zlFzW2GhVI2xvUL3Z7PRbN4q7Fdd1mjbaqW9sWzeJRwmDO5GhoqP89n3PfsnZ9YNQSu+qKLZrFffHgCuZdAbzD4XAH8q797jpjUxbF1+1v8y1/r3O4Miy6w+P2uuuixVyH7Pq7cGXjXJk5TdPUBYmt1l13XN1QrS4U6sspry+nrK6MyvpK95jNY7FarEamTzNKHawWq8ftf8DI/jizfq5Mjysj5Lrwcn3eroyR6+8CjOyf+d+m8bbr3wRw/3uh4f73Nt+mNb8OPLOH7vdrVDLier7xv5U5U+lKDrjPazq/6+uoqfd06A4aHA1GiYtD1X/XNNRQbatWHw3V1Nhq2lSj70tTX//N/d00/rzNf0+uMg3Xv52v81s1q+eFtfPrxXUB6/oaMl/Au85tztTadTsOR6NMoWZ8Xo2/v13/7ubPyfy4cXmHOXmgo3u93qpZ3Zlu188Y188E83s7dAfVtmpqGlTQWm1T31+ldaURdxfO/PcWjiRoDbGP1h9xB5UXHJ/NWeN68//WqMzrq6sPcNqxRn/FpjKtACcO7s6nzuB35e6j7qD1cKlx1denUdAaF20lu1s8OcU17c601tsd2BzqG7+5oDU9MYbLJnvfro+LtjJ1cHeWbC9gZ34lh0trPMa5+XAZa/Yaa1+/u+4Qv/tF5DRCFu0Ta42lT1If+iT1aflgIToxVxDnukNic9g8bs+ba4PNFzVN1d+K4HHoDsrqyiiuLaa4tpiyujKPybY1thrqHfXuOnLXBafHhaLFuAA1X1ibL97MF9pNBfEujQN1X7X+4UyC1hDSdd1dGqBpcMHEvmR3S2DKoAxW7y1ifU4pURZzptV3TSvAtCHGbfVVe45yqTNAzC01ygtc3QfMBnVPIqe4hiNlNdQ22ImLblsz/yrTEq6+VsNqjZnDe7Bku6pjXLqjgEtOMILbl1Z4rtjy3k+HuO2UYVgt8sNYCNH5aZrmznDH4/tumwhPri4z3eK6Mdi0MqVoP5nqFkKbDpexNVe1uTppWA+yu6kJVZdPMYK2Hw+UuLebKg8A6JeRQHY3tX/VniIczuynq3MAQO8079cP6qEysroO+462PdvqKg0ASIxt3+pVM4cZSxou3WEsb5dbVuMunTCeq2Xl7q4xY18IIYQQBglaQ+iNH4w2VxdNNCYYnTKyp1cpQFJsVIuZzBOdk5hKqxvcwfARU6a1t4+g16ODQDtKBCrNQWtM+zKt/TIS3MHzqt1HqbOp7O1/Vu13lx78YpSxFN276w61632EEEIIEbm6fNCqaVqMpmmJmqYlEsTFBSrrbHy8/jAAPZJjmT3CyDZGWS3MP8FzlnzPlKZLA1ymDjEmArmykUdKzZlWH+UBHh0E2j4ZyzPT2v5qk1nD1edfVW/nx/0lVNXZeN1ZOpEcF8VjvxpL33QVdH+xJc/du1YIIYQQXUOXD1pRiwtUOj+C1qP1fxuOUFVvTMAy908FuGhSX4961l7NlAa4mNtFrdxTBKhb7ACxURbSE2O8XuPKcALu7GxbuD4H6FjQOnN4D/f20h0FvP1jDhW1KiCeP6kfyXHRnD9B9Wqtszn434Yj7X4vIYQQQkQeCVrV4gJJzo+Tg/Wmb/5g9Ga98Hjv3qOZyXEenQOaWg3LrEdyLMdkqSVW1+4rps5mN/Vo9b1EZlZKHN2TVDD72eY8PnJmfxvTdZ1/r9zHGU+uYPEmo87UnGlNamdNK8CkgenEOyeBfbO9gFdW7gMgyqJxxdQBAJx3XB9cn8I7UiIghBBCdCldPmjVdb1e1/UqXdergKAsLrDlSBkbDqnm6dOHdqdfhu9lUl3BGnhmRJvjyrbWNNhZt7+EvHL1KfnqHABqZuof5450P77z3Y38fLDE4xhd1/m/L3bw5/9tZWtuOXe9t5HS6nqgUU1rBzKtsVFWTnSWN+wtrCKnWGWI547p5Z5Alt0tgamD1TEbckrZle+9+pcQQgghOqcuH7SGwrKdxgx58wSsxiYOSOfBeaO4bHJ/LjmhdStBnWiqa/1w/WHszolMvjoHuJw9vg+/maXacdTbHCx4bZ27Ftbh0Pnz/7by3NI97uMram08t0w9rvLDRCyXmcMzvZ67dtogj8e/Os5YzlWyrUIIIUTXIUFrCNw4cwiLb57OddMHcsrIns0ee9mUATx49rGkJXjXo/pywqAMdw/TT03tono3kWl1ueOU4e4Z+oUVdVz73x+pqG3gnvc3uZdZjbJo7qVa/7NyP3lltX6biAWeda2gVssanZ3q8dwvRmWR7Hyf9386TIM9slYbEUIIIUT7SNAaIiN7p/CHuSOJifLvP0FSbBTj+qYBnpOkmsu0gloK9vELxzGyVwqgJmXNemwZb/2o2nLFRFl44fLjuHHWEEBNhlq4ZFejiVjtr2kFdft/aKbRzeDa6YO8jomPsXLm2F4AHK2sY7kpa92U/PJajzKGzqrB7mBDTimvfLePJ7/exe6C5ssnGuwOcoqrPVZIEUIIIcKVrIjVCZ04OIN1BzzrUnu1ELQCJMRE8dIVxzPvmZUUVtRxtLLO+byVly4/nqlDujN5UAb/Xrmfo5V1vL02h6mmlbjauyKW2XUzBvH7dzcybUh3Zh/jXS4AcP5xfd09bt/58RCzR/jOVuu6zpPf7OLJb3YRF2Xl8qn9WTB9EBlJLbcPc6l1LrHb1pXC2sLu0KltsOPQdRw6al1vXaeq3sbhkhoOl9a4/yyvbSA+OorEWCuJsVEkxliprrez7kAJGw6VUttgZJ4XLtnFhRP7cuucoWQmG5n26nobb/yQw4vL95JXXstvZg3mzl8cE7DPTwghhPAHTbIsBk3TpgCrVq1axZQpU0I9nHZbs7eIi15Y4/Hc17fPYEhmcqtevz6nlAv/tZo6m4Pk2Cj+c/VEjuuf7t7/6ur93P/RFq/Xrf3DHHoktz4gbEpZdQMJsVavNmAuuq4z+5/L2FtYhabBghmDuOOU4R5Z6zqbnbvf28QHP3t2Q0iIsXL5lAEsmDHIowVYTb2d/PJadhdUsj2vnG25FWzLLWdfkVpwoXdqPIN6JDK4RxKDeiSSFBtFSXUDpdX1lFTXU1LdQF2DHV0HHbyyl2otaLVcb71dp6y6ntKaBkqrGyivbSCQ34YJMVaunzGYXx2fzTs/HuI/q/ZRUm30ue2eFMvaP8yWdcqFEEIExerVq5k6dSrAVF3XV7f2dRK0mnSWoLXOZmfcn7+ipsG4db/lz79oU83p+pxSPtuUy/nHZTO0p2ewW29zMPufS90z/F22/eU04mMCl5E0e3ttDr9/b6P78ajeKTx50TiGZCZTUlXP9a+t44f9xQBEWzXioq3uvq+gArnRfVIprKyjsLyOiggvH7BaNEb0Sub4/ulM6N+N8poGnvh6lztb3pKvbpvh9e8shBCRStd1ysrKqKiooK6uTsqgAkzTNGJjY0lOTiY1NbXFJEh7g1YpD+iEYqOsTByY7q73TI2PbvMkqXF909y1sY3FRFm4/ZRh3PbWBvdzFg3iooNXIv2r47OxWjQe+HgLlXU2thwp58ynvuO3Jw/l3XWH2HdUZUhT46P512XHMaJXCv9euY+Xv9tHRa2N6no73+8rbvY9uifFMqJXMhZNY+/RSg6V1PglI6ppalxp8dGkJsSQFh9NUmwUmqa+8S0aaKiShN5p8fRJi6d3WjzZ3eLplhhDbYOd6jo7VfU290S4Eb1SvP6NzxnfhxdX7OWF5XupNtUex0dbuXhSPzKSYnj0ix0ArNpTJEGrEKJT0HWdI0eOUF6uFsyxWCxYLDKFJ5DsdjuVlZVUVlZSVVVF7969A3L3rssHrZqmxQDRzodBW8Y10E4cnOEOWpvq0doRZ43tw/NL97LD2Ss1MTYqqLeXNU3jvOOymTQwnVvfWs+6AyXUNjjcQRjAgIwEXrlyonup2lvnDOOqEwfyynf7eHX1firrbPRIiiUzJY7M5FgyU2Lp2y2BEb1SGNErxavUobbBzoGiavYWVlJnc5CWEE23hBjSEqJJS4ghIcbqLAEwSgE0TUPXdY+yAYumYbG0/+8qKTZKLYXRgsTYKG6dM4z5k/qxcMkuvt9bzOnHZnHliQNJT4zhUEm1KWg96tEXWAghIlVZWRnl5eXExsbSq1cv4uLipPwpwHRdp7a2ltzcXMrLy0lKSiI1NbXlF7ZRlw9aUcu4PhDqQfjbiaYJUi11DmgPq0Xjd78YznWv/gj4ZxJWe/RNT+CtBZN55ts9LFyyy92XduKAbvzrsuO9lq5NjY/mtlOGceucoeg6bQoe46KtDM9KZnhW2zKSmqZh/LwM/g/OzJQ4/nr2aK/ns7sl0D8jgQNF1azZW4zdobvbpQkhRKSqqFDJlF69ehEf7//ff8KbpmnEx8fTq1cv9u/fT3l5eUCCVsmXh2gZ10Ab2SuFCf3S0DQ4Y3SvgLzHnBGZTBmkFjMY1dv/X5ytFWW1cMucobxzwxROPiaT62cM4v9de4JXwGqmdTDb2Vm4Vhgrq2lgW255iEcjhBAdV1dXh8ViIS6u09w8jRhxcXFYLBbq6lo3n6KtunymVdf1eqAeQNO0oCzjGgwWi8Y7N0ylqKrOo92RP2maxotXHM+aPUVMNa3EFSoT+nXjlSsnhnoYEWXK4O7u9mGr9xRxbJ/QXXwIIYQ/6LqOxWKRkoAQUHcWtYBNfJNMaydmtWgBC1hdkmKjmDOyJwkdXMJVhMbkQUYrs1V7joZwJEIIITqDQF4sSNAqRBeWmRznXoXsh33FsiyuEEKIsCVBqxBdnKuutarezsZDZSEejRBCCOGbBK1CdHFTBhudJlZLiYAQQogwJUGrEF3c5EHp7pZcq/cWhXYwQggh2kzTNK688sqQnyPQJGgVootLS4hhVO8UAH7cX0KtaflfIYQQIlxI0CqEcPfbrbM5+PlgaWgHI4QQQvggQasQgqlS1yqEEBHn3//+N1lZWQC89dZbZGVlkZWVxQ033ABAfX09Dz74IMOGDaNnz5706dOHa665hiNHjrT6HOFEglYhBBMHpruXcF21R+pahRAiElx11VXk5eUBcOGFF5KXl0deXh7PP/88DoeDc845h6eeeopFixaRn5/PunXr2L59OyeccIL7dc2dI9xI0CqEICk2irHZajWs9TmlVNfbQjwiIYQIjIULFzJ06FCGDh3Kxo0bPfZ9/vnn7n3vvPOOx779+/e79/31r3/1Ou+oUaMYOnQol19+ude+c889l6FDhzJp0iSvfbm5uR38jHx7/fXXWbx4Mb///e+ZOFGtFpmVlcWTTz7JoUOHuPvuuwPyvoHU5YNWTdNiNE1L1DQtEZCFikWX5SoRsDl01u4vCfFohBAiMIqLi9m9eze7d++mrq7OY19VVZV7X3l5uce+hoYG976jR73LqPbs2cPu3bs5fPiw176cnBx2797Nvn37vPbZbIFJErz11lsAnHnmmR7PH3/88fTq1Yv3338fuz2yJt52+aAVuBeodH4sCfFYhAgZ1yIDIEu6CiE6r/T0dIYMGcKQIUOIjY312JeYmOjel5KS4rEvOjrava979+40NnjwYIYMGUKfPn289vXt25chQ4YwcOBAr31RUYFZBn337t0A9OrVy2tf7969qaioID8/PyDvHSiyYDw8DDzq3J6EBK6ii5rQvxsxVgv1dgdr9haHejhCCBEQN998MzfffLPPfaeddhq7du3yuW/AgAFN7gPYsmVLk/vef//9Jvf5Cir9Qdf1du0LZ10+06rrer2u61W6rlcBtaEejxChEhdtZYSzX+vOvAocjsj8oSaEEAKGDRsG4NEpwCU3N5fk5GR69uwZ7GF1SJcPWoUQhuE9kwCoabBzqKQmxKMRQgjRGgkJCe7a2IKCAm666SYuuOACAD799FOPY3/88Udyc3M577zzsFqtzZ6jsrIySJ9B60jQKoRwG9Yz2b29I78ihCMRQgjRWiNGjGDHjh04HA4WL17MG2+8wcUXX8zpp5/Oo48+ytq1awHIy8vj1ltvJTs7m0ceeaTFcyQmJobi02mSBK1CCLfhWUbQulOCViGEiAgLFy6kvr6enj178sgjj/Cf//wHq9XKhx9+yG9+8xvmz59Pz549mTBhAsOGDeP77793LyjQ3Dk0TQvRZ+SbTMQSQrgNN2da8yRoFUKISDB16lQ2bNjg9XxMTAz3338/999/f7vPEU4k0yqEcOuRHEtaQjQgmVYhhBDhRYJWIYSbpmnuutY9hZU02B0hHpEQQgihSNAqhPDgKhFosOvsP1oV4tEIIYQQigStQggPw5xtr0A6CAghhAgfErQKITyY217tlMlYQgghwoQErUIIDx5Ba354NZYWQgjRdUnQKoTw0C0xhszkWEA6CAghhAgfErQKIby4FhnYX1RFbYM9xKMRQgghJGhF07QYTdMSNU1LBOJCPR4hwoGrRMChw+4CKREQQggRel0+aAXuBSqdH0tCPBYhwsLwnrKcqxBCiPAiQSs8DCQ5P04O8ViECAvDskzLuUrQKoQQIgxEhXoAoabrej1QD6BpWm2IhyNEWBiaafRqlbZXQgghwoFkWoUQXhJjo+ibHg9I2yshhBDhQYJWIYRPwzJVicDh0hoqahtCPBohhBBdnQStQgifzHWtkm0VQggRahK0CiF8kg4CQgghwokErUIIn8zLue6QyVhCCBGWvv76a7KysoiJiWHAgAFs376d0047jV69eqFpGjNnzgRg7dq1nH766aSnp5Oens6ECRN4+eWX3ecpLy8nKyuLpKQkNE1j+fLlnHfeeWRnZ5OcnMyZZ57Jnj17QvRZKhK0CiF8GtQjEatFA2BXgQStQggRjubMmUNeXh5Tp06lsrKSO+64g+eee47c3FzuuusuAJYuXcr06dMZMGAAhw4doqCggFtvvZUFCxbwwAMPAJCSkkJeXh6/+93vAFiwYAE33XQTOTk5bN26lYMHDzJjxgyOHj0ass+1y7e8EkL4FhdtZUBGAnsKq9iRJzWtQojId8lLazhcUhPqYXjp0y2eRddO7vB5ioqKuO+++xg4cCAAN954IxMnTmTBggVkZWWxcOFCoqOjAbj88sv55JNPeOSRR/j1r39NVlaWx7kuvfRSZs2aBUDfvn355z//ySmnnMIjjzzCP/7xjw6PtT0kaBVCNGl4VjJ7Cqs4WllHUWUdGUmxoR6SEEK02+GSGvYXVYd6GAETGxvL5MlG8NuvXz8KCwvZtWsXV155pTtgdZk4cSLvvPMOS5YsYf78+R77Tj7Zc72lmTNnEh0dzf/+9z8JWkUTKvKh4gj0GgeaFurRiC5mWM9kFm/KA1QHgSkStAohIlifbvGhHoJP/hpXZmam13O7d+8G4J133uGzzz7z2Gez2UhMTCQvL8/rdT179vR4HBUVRY8ePdi3b59fxtoeErSGs7pKeGYS1JbCBa/ByLNCPSLRxTTuIDBlcEYIRyOEEB3jj1vw4cxiaXqq0rXXXssTTzzRofPX1dV16PUdJROxwtnRnSpgBdi/IqRDEV3TUHMHAWl7JYQQEWfYsGEAHD582Of+b7/9lsLCQq/n8/PzPR7X19dTXFzsrpcNBQlaw1mDqVi8yvsLSohAG5CRQIxV/ZhYf7AUh0MP8YiEEEK0xbhx4xg+fDhffvkllZWek2pXr17Nqaeeit1u93rd0qVLPR5/9tln6LrOWWeF7q6vBK3hzBy0VkrQKoIvymphbN9UALbmlvOv5XtDPCIhhBBtoWkaL774IvX19dxwww2UlpYCsHnzZq666iruvPNOr84BAJ9++inLli0DICcnh/vuu4/evXtz9913B3P4HiRoDWcNphmOVQWhG4fo0v44d6Q72/rYlzv4fm9RiEckhBDC5aeffiIrK4tVq1aRk5NDVlYW8+bN8zhm+vTprFq1ivLycoYMGULv3r259NJLufXWW3nooYd8nvepp57ipZdeol+/fowcOZK+ffuybNkyunfvHoxPyyeZiBXOPDKtErSK0BjbN40/njmC+z/agt2h89s3fubTm6fTI1k6CQghRKhNmDDB5+z/xsaPH8/HH3/c6vOmp6fz2muvdWRofieZ1nBmzrTWloKtPmRDEV3bZZP788uxvQEoqKjjljd/xi71rUIIIYKoywetmqbFaJqWqGlaIhAX6vF4aGi0akd16JZOE12bpmk8cu5oBvVIBGDVniKe+HpniEclhBCiK+nyQStwL1Dp/FgS4rF4ami0aoeUCIgQSoqN4rlLjiMuWv3YeGrJbpbukK9JIYToDMrLy8nKyuKxxx4D1GpZN910U4hH5UmCVngYSHJ+nNzCscHVONMqba9EiA3PSuavZ492P3548bYQjkYIIYS/pKSkkJeXR2VlJbquU1hYyNNPPx3qYXno8kGrruv1uq5X6bpeBdSGejweJGgVYej847KZOKAbAHsKq7DZHSEekRBCiK6gywetYU3KA0SYGtQ9CQC7Qye3LLyu9YQQQnROErSGM8m0ijCV3S3evX24tKaZI4UQQgj/kKA1nEmmVYSpPuagtUSCViGEEIEnQWs4k0yrCFN90oyg9ZAErUIIIYJAgtZwJkGrCFPZ6Qnu7cOl1c0cKYQQQviHBK3hTMoDRJjqmRyL1aIBUtMqhBAiOCRoDWe2RrOyq4+Cwx6asQhhEmW1kJWiFpCT8gAhhBDBIEFrOGucadUdUFMSmrEI0YhrMlZuaS0Ohx7i0QghhOjsJGgNZ41rWkFKBETYcLW9qrc7KKysC/FohBBCdHYStIYzX0FrlQStIjxkSwcBIYQQQSRBazhrXB4AUCkdBER4MPdqPVQiHQSEEEIElgSt4creAA6b2rbGGs9L2ysRJvqkmdteSaZVCCFC4euvvyYrK4uYmBgGDBjA9u3bOe200+jVqxeapjFz5kwA1q5dy+mnn056ejrp6elMmDCBl19+2et81dXV3HbbbfTs2ZOePXsyYcIEPvzwQ2bOnInVaiUrK4t///vfQf4sFQlaw5U5y5rWz9iW8gARJrJlVSwhhAi5OXPmkJeXx9SpU6msrOSOO+7gueeeIzc3l7vuuguApUuXMn36dAYMGMChQ4coKCjg1ltvZcGCBTzwwAMe5zv//PN58cUXWbRoEfn5+SxevJinn36aLVu20LdvX/Ly8rjqqqtC8akSFZJ3FS0z17N26w9Fu9S2lAeIMNErLc69LTWtQoiI8N+zoCwn1KPwltoXrvi4w6cpKirivvvuY+DAgQDceOONTJw4kQULFpCVlcXChQuJjo4G4PLLL+eTTz7hkUce4de//jVZWVl89tlnfPbZZ9x9993MmTMHgKysLF588UWGDBlCYmJih8fYERK0hivJtIowFxtlJTM5loKKOikPEEJEhrIcKN4b6lEETGxsLJMnT3Y/7tevH4WFhezatYsrr7zSHbC6TJw4kXfeeYclS5Ywf/58Pv5YBc6nnHKKx3EDBw5k4MCB2Gy2wH8SzZCgNVyZM62xKRDfTfVolZpWEUayu8WroLWkBl3X0TQt1EMSQoimpfYN9Qh889O4MjMzvZ7bvXs3AO+88w6fffaZxz6bzUZiYiJ5eXkA7Nu3D4BevXp5nadXr17k5IQ2Sy1Ba7gyB63RCZDYQwWtUh4gwkifbgn8dLCUmgY7JdUNpCfGhHpIQgjRND/cgg9nFkvTU5WuvfZannjiiWZfr+tqoZj6+np/DstvZCJWuDKXB0THQ6Lz6qmqAHRZfUiEhz5p0vZKCCHC2bBhwwA4fPiwz/3ffvsthYUqITZo0CAAcnNzvY5zZWNDSYLWcOWRaY2HpB5q214PtWWhGVNHFO6E/90Ke5aEeiTCj/pIBwEhhAhr48aNY/jw4Xz55ZdUVlZ67Fu9ejWnnnoqdrsdgLPOOguAxYsXexy3f/9+d+lAKEnQGq48Mq3O8gCXqqPBH09HfXUfrPs3/L/zYNO7oR6N8BOPtlcyGUsIIcKOpmm8+OKL1NfXc8MNN1BaWgrA5s2bueqqq7jzzjvJysoC4PTTT+f000/nlVde4ZtvvgEgPz+f3/72t2RnZ4fqU3CToDVcNc60JpqKqyOxg8DRnepP3QHvXweb3wvteIRfyFKuQggRWj/99BNZWVmsWrWKnJwcsrKymDdvnscx06dPZ9WqVZSXlzNkyBB69+7NpZdeyq233spDDz3kcey7777Ltddey/z5893n+t3vfkf//v2brZkNBpmIFa4aZ1qTTJnWyggMWivyjW3dAe9dB5oFRp0TujGJDvNcylWCViGECLYJEya0qt50/Pjx7pZWzUlISOCJJ57wmrSVn59PRkZGe4fpF5JpDVfNZlojrINAXQU0VKnt2BT1p26Hd6+BrR+FblyiwxJiotwdA6Q8QAghIt8555zjNWkrLy+Pffv2uZeEDRUJWsOVr5ZXLpEWtJqzrGMvgul3qG3dDu9eDds/Dc24hF+4Oggclu4BQggR8bZt28att95KSUkJoDoJXHPNNaSnp3P77beHdGwStIarxi2vIrk8oMLUOiOpJ5x8H5x4q3rssMEHN6getCIiuYLW8lob5bUNIR6NEEKIjrj33nspLS1l9OjR9OjRg7Fjx5KWlsbq1at9LjoQTFLTGq46U3lApSnTmpwFmgZz/qRad637N9SVw/cvwMy7QjZE0X6N216l9Ipu5mghhBDh7PLLL+fyyy8P9TB86vKZVk3TYjRNS9Q0LRGIC/V43BpnWmMSICZJPfaVaT30I/zwItRVeu8LtQpTgXiSaquBpqmMa3SierzmWagtD/7YRIdlS69WIYQQQdDlg1bgXqDS+RE+ne8bZ1oBErurPxtnWquL4dWzYfHvYPUzQRlem1SagtbknsZ2YgZMvFpt15bCjy8HdVjCP2RVLCGEEMEgQSs8DCQ5P04O8VgMjSdigWkp10ZB677lUF+htvM3B35sbWWeiOXKtLpM+S1EORPcq56G+qrgjUv4RR9ZYEAIIUQQdPmgVdf1el3Xq3RdrwJqQz0eN1d5gGYBq2opRJIzaK2vhHpTRmvvUmO7uigow2sTV6bVEgUJjXq8JfeECVeo7eqjsO6/wR2b6LDstAT3tgStQgghAqXLB61hy5VpjU5Q9Z/QqO2Vqa7VHLSG4yQtV6Y1qSf4Wk3jxJvB4py8s/JJaAifawfRspT4KJJj1ZxOWWBACCFEoEjQGq5cmdZo49arZ9B6VP1Zsh9K9pmeD8Og1ZVpTerpe39qNoybbxy7/v8FZ1zCLzRNc5cIyEQsIYQQgSJBa7hyZ1pNQWuSqe2Vq4OAOcsKqt+p3RbQobVJQ41qbQWq3VVTpt0GmlVtf/cE2Orb/l5lh+G/Z8GXfwSHo+2vF+3mmoxVVFVPTb09xKMRQgjRGUnQGq7M5QEuvsoDGgetEF51reYerU1lWgHSB8KYC9R2WQ5sfKvt77XiMdi3DFY9Bdv/1/bXi3bLlslYQgghAkyC1nDVUnlAZaHKJu5d5v3acCoRqGi0sEBzpt8BOOt3v3scdL1t75Xzg7H97SOSbQ0icweBTtv2avP7aqKgfF0JIURISNAarnxlWpMarYqVvwlqitVj1611ULPww4W5R2tzmVaA7kPhmLlqu3iPqtdtrboKKNhqPC7cBls/aP3rRYf06ewdBPYug3evgv/dDDs/D/VohBAi4Pbv34+mafzpT38K9VDcJGgNR7reiolYBZ6lAYNmmvaFUdDalkwrwIDpxvaRn1r/Pod/Ar1RBmzp38Ah9ZXB0Hgp105n/evGdu76kA1DCCG6Mglaw5HN1PLJHLTGpRo9WysLPYPWY88ztsOqPCDX2G4p0wrQ5zhj+3AbgtZDptIA1wIGR3fC5vdafw7Rbtke5QGdLGhtqIHtnxiP23IHQAghhN9I0BqOfK2GBapfqyvbWpYDB1ar7Z7HQuYI47hwyrRWtjHTmjVaLUIAbQxafzS2z33B2F76t/DqphAMP70Kiy6AvOCtjpaRGENctPpx0unKA3Z+rhb0cCk5ELqxCCFEE/Ly8rj++uvJzs4mKyuLoUOHMn/+fL744gt27NhBVlYW8fHxaJrGoUOHmDdvHj179qRfv37cc8892GzG78q//OUvTJw4EYDHHnuMrKwssrKyeOihh0L16QEStIanBtNEFnOmFYygtfQA2JzBwaCZjUoHwinT6qpp1YxlaJsTHQeZI9V27obW3d7XdTi0Vm2nD4JBJ8HIs9Xj4j2w6e22jjpyFe+F/90Cu76AJX8N2ttqmkbvtE7aq3XTu56PJdMqhAgz+fn5nHDCCWzYsIHvv/+evLw8vvzyS3bu3MmFF17I8OHDycvL48ILLwTg9ttv54knniA/P59HHnmEv/3tbzz11FPu891///2sXat+r/7ud78jLy+PvLw8/vCHP4Tk83OJCum7C9+ayrSC52Qsl0GzILG78TgcM62JPcDayi+3PhMgbyM0VEHhDug5svnji/cabb6yJ6k/Z94NWz8CdFj2dxj9K7BGt+tTiCirnzFqew/9oAJ614pqAdY7NZ69hVUUVNRid+hYLcF534CqKYVdX3k+V5mnvkcbX1AKIcLetV9eS25lbssHBlmvpF68dOpL7X79vffey8GDB/n000/p06cPAAMHDmThwoWcccYZXsfPnz+fgQMHAnDJJZdw99138+GHH3Lbbbe1ewzBIEFrOGo209ooaLVEQ/8p6riYJHUbM5y6B7gyrcmtqGd16T0B1v1HbR/5qeWg1ZVlBcg+Xv2ZOULV+W5+V2XGNrwBEy5v/RgiUdVR+Nm0mlh1EZQehG79g/L2mcmxADh0KKqqIzM5LijvG1DbPwF7ndq2xhrbpQehx/DQjUsI0S65lbkcrDgY6mH4lcPh4L333iM7O5tjjz3WY9/kyZN57z3vuR1Tp071eNy3b1+OHDkS0HH6gwSt4cgj09o4aO3u+bjvCRCTaOyrrwyf8gB7gxFAJ7WintXFYzLWOhh/afPHm4PWvpOM7ZPugi3vq8zjskdhzEUQFdP6cUSaH17wnMQH6u8vSEFrj5RY93ZhRScJWs2lAeMvhR9fVtslByRoFSIC9UrqFeoh+NSRcRUWFlJWVsbw4d4/kywWC7Nnz/Z6vnt3z1giJiaGhoaGdo8hWCRoDUcemdYWygPMra4SuqusYriUB7iWmoW2ZVp7HANR8apmtzWTsVyLCkQnQOYo03mGwegLYOObUHYQdn0JI85s/TgiSX2VClobO7wOjj03KEPokWQErQUVdYxq5tiIUFmgVlgD6D0eBp9sClr3h2xYQoj268gt+HClOxfiqa9v/fLnFktkTmmKzFF3ds1mWpsJWl2TserKwVYXkKG1icfCAm3ItFqjoNdYtZ2/pfnPpb5KHQOqrKBx3ewJ1xvbG95o/Rgizc+LoKZEbR9/dfs6MHRQZoqRWS0sD4Ovv47a8oFRH3zs+Z4Z61LpICCECA+ZmZmkpqaSm+tdq+twODh06FCbAtpwJkFrOGp2IpapS0BsisoAuYTbZKy2Lixg1meC+tPR0HzrpiM/g+7sMNB3ovf+3uOhu/OWyc4voLq4beOIBHYbrHbO+tSsMO126OnMc+auD1rLL1dNK0BhZScIWt2lAZrKVqeZglbJtAohwoTFYuH8888nPz+fH3/80WPfN998w7Bhw6itrW3i1U1LTFSlh65WWNu2beOOO+7o+IA7QILWcNTaiVgDpntmFj2C1jCoa23LEq6Nmetam1sZK8e0qEC2j6BV02DsRWrb0dA5FxvY+qGaGAQw+nxI62v8/TVUw9EdQRlGD1PQWlDe9h+QYaVkv7FgxYBpkNIb4lIgPt25XzKtQojw8fDDD9OvXz9uueUW94SqXbt2ceutt3LHHXeQkpLS5nN2796dHj16sHWrWiL9rbfeYsmSJX4dd1tJ0BqOmsu09jgG+hyvVsY6YYHnPnOv1nDoINCRTKs5g3x4XdPHmRcV8BW0Aoy5EHC2X+psJQK6DiufNB5P/a36s/cE47nm/v78yJxpLaiI8Eyr+eLGvNpctwHqz5L96u9eCCHCQGZmJt9//z2jRo1i4sSJZGVlcdZZZ3Hdddfxl7/8hcLCQrKysnjrrbcAyMrK4t///je7d+8mKyuLVatWkZOTQ1ZWFp98olYA1DSNF198kU2bNpGZmckHH3zAs88+G8pPUyZihaXmMq0WC1zzlWq909TCAxAe5QEdybSmD4K4NKgtbbouU9eNbFhaf989bAFS+6gFB/YuVQFc4U41Sasz2LdM9bQFGDxbrSgG3h0YgtDuKyk2irhoC7UNDgojPWjd5AxaLdEwcp7xfLcBKvNfX6FqiBPSQzI8IYRoLCsrixde8DEhF+jRowd5eXk+9zX1PMC8efOYN29ek/uDTTKt4ajBdGvVVwNzi8X38wkZxnY4BK3mTGtbg1ZNM7KtR3dCXYX3MaUHjDIIc6srX8ZebGxvfLNtYwlXDbWw7P+MxyfeYmz3GA7RzlZoQcq0aprmbnMV0ZnWgm1Q4JzcN2S2Z2BqnoxVsi+44xJCiC5OgtZw1FzLq+aE21KuFc6ZjHFpannWtnJNxkKHI+u99+eYFxVoojTA5ZgzjSBuw1vgcLR9POHk6C54eQ4cWKke9xoLA2cY+y1WI+jP3+pZchJArhKBwoo6dxuWiOP6OwVjOWAXV3kAyGQsIYQIMglaw1FzLa+aE3blAc5Ma1vrWV0a3+Ju7FAbgtbYJBh5ltouPwQHvmvfmMLB+jfgXydB3ib1ODYVznjMe7nWPs6gVbdD7sagDM01GaumwU5lXXC6Fvjd0V3Gdq8xnvs8OgjIZCwhhAgmCVrDUXMTsZpjLg8I9UQsh91YXKC9Qat5MpGvDgKuetaoOOh5rPf+xlxdBEAFfpGmrgLevx4+vAEaqtRz2RPhhhW+yyNaCvoDoFNMxip0dlvQLJA+2HOfZFqFECJkJGgNR81NxGpOVAzEpartUJcHVBcZ/VPbsrCAWUovSHYubXf4Z899DTVGprH3+NYtzzpgOqT0UdtbP1ILE0SKqqPw0ime9bjTboOrPmt6mdZQBK3mBQYiNWh1ZVrT+nuXtaRmq2AWZIEBIYQIMglaw5E50xrVhqAVjBKBUAetFabZiG1ZwrUxV7a17KBnycOR9eBw3n7OPr5157JYYcwFaruhCrZ90v5xBVNtGbx2DhRuU48Te8Cl78OcP4E1uunXpfY1vh6a63XrR42Xco04dZWqfASgu48OE9ZoFbiCZFqFEMKHQM5nkKA1HLkyrdYY72VJW5LgXGCgqsi/Y2qrSnPngHZmWsE0GQuj9VV9Naz7j/F8dgudA8zMXQQioWdrfTW8fqHR1ipjKNzwnZrV3hJNM4L+4r1BWQ2sR4ppVaxIDFqLTPWsTbVFc9W1lh0K2mpjQojW0zQNh8MRuZNBI5iu6+i6jtZ4joWfSNAajlyZ1raUBri4VsVqqArt7W9/ZVr7NGqSv+MzePYE4za5NQb6ntD68/UYbgRye5dCufdazWHDVg9vXQoHV6vHqf3g8o/aViPc2pXF/MQz0xqBq2IV7jS2fWVawahrddig/HDAhySEaJvY2FgcDke7li4VHVNbW4vD4SA2Nrblg9tBgtZw5A5a2zAJyyVcOgh4LCzQgUyreWWsVQvhjYuMJUtjkmDeM20Piked7dzQIXd9+8cWSHYbvH8t7PlGPU7qCZd/qBZKaAuPutbAB62Z5kxreQRmWo+ag9bhvo8x1xBLXasQYSc5ORmA3NxcampqJOMaBLquU1NTQ26uSgS1Z9nY1pAVscKRqzygI5lWUB0EmpqkE2gdWcLVLL6bWh2reK/nBLVjz4NTH1KTtdqqxzHGdvHe9o8tUKqLYfGdarIYqD63l30AGYObfZlPvsorAigjMRaLBg4dCisjMWjdYWx3H+r7mG4Dje2S/Z79cYUQIZeamkpVVRXl5eXs378fi8WCpmkBu2Xd1blKAhzO/ucpKSkStHYpkZRpddih/IhzVrXpB0JHlnBtrO9kI7jMGApzH4NBM9t/vvRBxnY4Ba32BvjxFVj6iFoiFFQ2+dL3oeeo9p0zIV3dzi7Zr8ordN27n6sfWS0aGUmxFFbUURCJmVZXeUBij6aXaJVerUKENU3T6N27N0lJSZSXl1NX18xiJ7qufudqtO93rkDTNCwWCwkJCe6ANVAXCBK0hiN/ZVoD2UFA12HXl/DlH9Ut1fGXwbynjf2uTGtMkmrs3xGz7lF/9hwFk66DqA7WyqT1V22LdAcU7enYufxl11fwxb2et6fju8EFr0H2cU2/rjX6HKeC1qoCNXkorW/HzteCzGRn0BppNa32BuMipql6VpBerUJEAE3TSE1NJTU11XunrQ72fwc7v4Cdn6syH80K89+GoXOCP1jRahK0hqOOTMRKMAetAcq05m9VAdbeb43nfn4NjrvKCLBcmdaOZlkB0vrBOc91/DwuUTGqHVTpgdBnWh0OtVjAxreM5yxRMOl6OOlOFbh2VJ/jYPN7avvwuqAErVuAkuoG6m0OYqJCUDpfUwqrnlKf63FXtu41JfvB0aC2mwtaE7urjExDtdS0ChFJGmrhi3vUUt4NjSYq63b1e23QzLZ37RFBIxOxwo3DDnbnbdUOlwf4OdNaXQyf3AbPn+gZsLosfUT9qetGprUj9ayB5CoRKMtRs/RDZc8Sz4B12Olw4/dw2sP+CVgh6IsM9DCtinU0FHWtFXnwn7mw4jH43y1w5OeWXwONJmE1E7RqmpFtlUyrEJHjq/tVCZY5YI1NUZ1ZQNW0mxdwEWFHgtZw47GwQFzTxzUlUDWt9VUqEPjxFXVbHdTSqZd9CD1Hq8e7v4KcH1Q9pivwDvegVXcY3Qhaa9snsPVj/4xj09vG9rkvwfw3ofsQ/5zbJWuMuvUFrQ/gOiAzOYSrYhXvhVd+Afmbjef2Lm3dawtNk7Ca6tHq4qprrSqMrJXVhOiqdn4BP/xLbcemwJSb4Ir/we/3wvy3UEWtwLePqIysCEsStIYbc9DankxrQjrub75qPwWtug6f3gEFW9XjxB7wy4Vw/XIYPAtm3m0cu/QR/y0sEEjtnYy1/zt46xJ4+zK13RH1plW5UrJVR4RAiEkwZsLnb1H/ngFkzrQGdVWsvE3w8i+8s58HVrfu9UdNCws0l2mFRnWtUiIgRFiryIcPbzQen/UU/OIh1fnDGg09R8LYi9S+8kPw48uhGadokQSt4cbc1qk9Na0WqzHr2V/lAT//P2P1qIQMFawed4V6L4Bj5qpsHqjb3eYsZEcWFggkc/uo4jZMxtr5hbHd0aB1x2fGbaoxvwJLAL8dM0eqP2uKPS8qAvFWySFYYODAKvj3XDXZDNSCE67AMmeNqh1uiavdVXSCuohojkzGCr6qIqirCPUoRKRxOODDXxtJnPGXmnp1m8y8Ry1WA7D8MagtD9oQRetJ0BpuPDKt7QhawSgR8Ed5QN5mWPw75wMNzn0RUnp7HqNp6hve5bt/GtudLdN6cI2xbb4F3R7mWtbRF3TsXC0xt8zq6LhbkBnspVyP/AyvnQN1Zerx0FNV2Yqrf2ptmXGXoCm6bmRaM4a0fAEhCwwE177l8NgQeH5a6JeoFpHl++eNRVrSB8Npf/d9XLf+cPw1arumGFY/7fs4EVIStIYbj0xrO3vGuToIVB3t2K3gugp45wqwObNlJ/2+6TXvh58OvcapbZspuxaumda0/rjLKFobtDbUeNaE5rcQCDWn6ijsdv4g7Xmsuj0VSD2PNbbztwT0rXokGTWtQSkPWPmk8TU35kK46HVVEtFvqnHMwRZKBCryoM6ZWenRxEpYZpJpDa41z6v685L98L0fO4mIzi13I3z9gNq2RMP5LzffgnH6HapNI8Cqp6EygG0jRbt0iqBV07SRmqb9qGnaf0I9lg7zS6bVGbTa69p/O03X1czrot3q8cAZcNJdTR+vaTDrXu/nwzXTGh2nFkSA1geth38yWiK5XtfeSThbPlAtVgBG/6p952gLj0xrYINWc6Y14AsM1JarMgtQK1Wd/byqUQPoP8U47sCq5s/T2s4BLmn9jG2paQ2shlrPbiU/vCC3bruSijx1t6St6qvhvWvA7uwOc/IfPZcF9yWph5qgBap0a8VjbX9fEVARH7RqmjYPeBgIwvJPQdDRiVjgn7ZXa18yensm9YTzXjZqWJsy9FTP9koQvplWgHTncpylB1Vj+ZZ4Zet0KNzevvfe6OoaoMHo89t3jrZIzYZYZ5PtjmSIWyEu2kpynOpzGPClXLd/YmRZRzeqC07rD8nOUpYDq5q/69DWoDUmERIz1bZkWgNr33LPO1C1ZbDu36Ebjwiedf+Fx0fBU8e1vcvLN382vq8HzoCpN7fudVN+o+ZuAKx9WS5Kw0zEB63Az7qunw3ktXRgROjoRCzwXBWruh31X9v+B5/9Xm1rFjj/FUjKbPl1jWtbrbEQl9b29w8WV12rw9a6H4jmelaX9mQti/fCoR/U9oBpRsY3kDTNKEEo3N66IL0DXB0ECssDPBFro6ll2JhGdcGaZmRbK/OgZF/T52lr0ApGXWvpgYB3ZOjSdn7m/dzqZ6QtUWe3/nV1t89hU8mXL3zcyWvK3mWqlhXU76Bz/tX6ia5xKTDdOY/D0aAy+yJs+C1o1TTtUk3TSlu6Ra9p2kxN01ZomlagaVqupmkvaZqW0d731XW9jZdfYc4vmdYOLOW6Zwm8e7XRi3XOn1Rg1VpD5kA/Z6DQa0xA17nvsHRzB4FmAhpQiz7kOAPNKNPFRHuC1k3vGtvBKA1wcZUIOBo82zsFgKuDQGFlM2t+d1RFPuxbprZ7jTPaepn1M5cINFPX6urRqlk8O0s0x1XX2lAd2CWTw11Fnmra/sOLatufdN3o2BGXpmZ+g+qAseF1/76XCIyD38MbF8M3f1G37Ftj07vw0W8A08+Obf+D3V+3/NraMudrneb+w3vycEuOvwpiktX25vfUz38RFjoctGqa1l3TtHeBhwAfi/x6HHsK8DXwCZAFjAFGAcs1TevgAvWdhF8yre1cYODg9/DmJUYN0NTftv6WioumwYWL4Mwn4IJX2/baYGtLB4GCbcbs9JHzjGb9bQ1add3IDlpj1LmCxVzX2tJs+g7q4VxgoMGuU1odoKzu5veMi6vGWVaX/ubJWM3UtbqC+G4DICq26ePM0kwdBLryLcR3r1aT4Rb/Dv5xDLxyOnz/LyjP7fi58zZB+WG1PfQUNVFGc/7aWvkk2G0dfw8RGA216mLmlV/AjsWw4h/wr+lw6MfmX7f1I3h/gfG9bf4Zufj3YGuh5OiLe9VKh67Xtqf/dXQ8jDxLbVfkwoGVbT+HCAh/ZFpfBfYApzZ3kKZpUcDzwDpd1/+u67pD1/VC4HpgJHCnH8YS+fwxESuhHZnW3I2w6FdG0HzclXDKg+3LlCZmqCvVtl7dBltbgtYcU2nAoJntb9afux6KnAHS0FMhPq31r+2ozCC2vQrGAgOb3lF/apamfzH1GGGUqDSVaa0th4ojart7KzoHuEgHAfV36vELXVcXB5/9Hv45Qi1K0hE7Pze2h52mvmdHnasel+yHrR927PwiMI6shxdmqgsLc7a0aDe8fAos+avv5bO3L3be6XNmNk+6WyU/hs9Vj4v3NN+Kasdnqq84qOTN3Mfbf7fPPNfAXIYkQsofQesCXdfvAlr6zTQbGAR8YH5S1/WNwG7gGk0zvro0TXtT0zS9mY+Zfhh7+PFHy6u2ZlqP7vLsc3nseTD3n+F9a98fzEFHS0GruZ613+T2N+vf+I6xPebC1r/OHzJHGNuB7iBgCloD0qu1aA8c+UltD5zR9HLBFov69wL1C6/Cx79VkalUwleJQVPMZQR5G1r/us7ku8eN7YnXqkUd3HQ1obNwp9fLWs3VGcISpUqPAKbd5vn+Uk8cPuwNsPRv8NJsKNymnotJhtMfhcHOdom6A5Y/qo5ZuRA+uR1ePRueGANvzlc1rKD+nV2rLZ72iLGs+fLHoDTH+72riuBj053BXy5UCZT2GniSmoQMasGcljK8Iig6HLTqun6olYc6O32z0ce+DUAfwP1bQNf1i3Rd15r5WNqxkYcpf7a8gpaXctV1ePty47ihv3AWrbfQKaAziEkwZpe3tCqWK2hNylLBbnua9TvssNlZzxqbqjKtwRSXYtzSDnSv1kCvimXOfLS0MIO5rtVXv1ZzUNWaHq0uvccbK+jsW9H613UWeZthl7PeNHMUnPEYXPMl3L4NJptqCje+2b7zV+QZFyb9phh3JbKOVT+nQH3v7fqyfecX/nV4ncquLn3ECDwHzoAbV8EJC+DS9+DMx41kTN5G+Oo+tWTq3m+di3Q4L0Am/wZmP2AkTrr1h2m3q+2GavjyD57vbauDT28zVsQbdwkcc0bHPh+L1biDU1cmX2dhIpjdA1xTcn0VOjnvzdGGNEfHaJrWV9O0KeYP4NgWXxho/piIFZdm1Fy2VB5QsNWob8yeCBf81+hz2RW4SgRKDjRdH1eaY9RI9ZvsnIlvDlpbWR96eJ2RlR15luoVG2yuRQbKD0NNScDeJjM5gAsM6DpsctUFx8KIM5s/3qOu1UfQ6lq+FdpWHhAdb2QW8zYG9O8zLK18wtiedpsRYKT0Vj2bXT+/Nr7dumV0GzMvmTz8dM990283tlf8ExFC9VXwxR/gpTnGBXxUvMquXvaR0dNY0+D4q+HXK6HvZM9zaBZ13MCT1MXPLx7yvtN34i3G3bGtH6ns56Z34Z0r4f8GqedALcF82iP++dzME2WlRCAsRAXxvVyTtHxNH3Q9l9bWk2qaNg54AjjG+Xgp8Ftd1ze18NJrgAfa+n4B54+JWBaLyrZW5rdcHmD+xTBpQfvfM1JlDIID36kZ9eWHPEsGXHK+N7ZdWbv2NOs/st7YHjyrrSP1j54jYcenajt/Kww4MSBvE9ClXA//ZJRzDD8N4pqd/6k6C0TFg63G9yIDR9tZHgAwYDrsX6FueR5YBcfMbdvrI1XxPqOPc1p/GHWO5/7YJBhxlsqyluWouteB09v2Ho3rWc36TVYrnh1cperNj6yH3uPa+lmIjtB1tTzqJ7d5tgwcMB1++WTTXTjSB8FVi9X3S0ON6ped1q/lCZDRcWoJ1jecZVVvX+Z9jCUKzn6m5Z8JrdV7vOoyU7xH/a6sLfPfuUW7hKJPq18LkHRdX6/r+kxd17OcHzNbEbACvAxMbfSxwJ9jaxd/ZFrBqGttKWh13/LQjJqxrqQ1k7HM2TlXfWRqX4hNUdutDVpzTXWPriVvgy1IK2P1SPLDRKzKQvj6T7D6Wc9WSpvaUBoAEBUD2cer7fzN3qspudpdJfVs+8S4gTOM7a5UIrDqKWN294k3g9VH/mOsqWa7rSUCDTWwx7kKVvdhvgOgSdcZ27u+atv5RdvourowWPcfWHyn6hDxt/7w/84zAta4VDjrabjify23jbNY1UXMsFPVhWJrO3YMP837AgbUhdOUm2DBMjVR1l80zehMYq9TbbdESAUz0+pahy3Rx76ERscEnK7rOYBHNbcWDhOP/JFpBWNFj+qj6tacr8bK1cVGFjF7IiSkt//9IlXjoHXwyd7HuOpZoxON2+uapiZj5axRt5ftDS2XVbgm68QkqyVHQ6GnqQImgB0E0hKiibZqNNh1CttT01qaA6+eZVxIfPkHFSCOvgA2v6+ei0tVbZBao98UIyOa8wMMdV6g2RuMRQdau6iAWZ/j1MVlQ7VauakrqCwwzdDOhHGX+j5u4EmQ3Eu1DNrykbpdHNPKC/F9y1VmHHwHKaDuVmgW9W+65xs4SRrQBETpQfj4t7B3adPHjDwbTv+/4KyAOPef6sLTVqu+No6Zqy7GA/X7e/SvVJ0uqBKB8U18vYugCGam1TXboZePfa7eSIHteB4JzJnWqA7UPLoyrQ4b1Jb6PmbPEiNbMizIk4LChTloLfKRaa0pNTKSfSd6ZpRcWUt7vWrl0hxbner1CpA1uvWrs/hb+iDj6yqAvVo1TXNnW9ucaS3aA/8+3TPzrTvUL82PbjQmW4w8u/UZGtfKWODZr7V4rzFppD1Ba1SMkX0v2NK2vsiRas2zKusEMPnXTddmW6xGTWB9herV2Vrm0oDG9awu8d2gjzODnvND+9anF03TdfjxFXh2infAaolWF8BjLoL576i5EMFasju1D1z9GSz4FmbepSbmBTLhlDHYWJ5833L/9B8W7RbM35yuNMQYH/vGAIdRra+6NlfQGhXfscDG3PaqqaVczfWsrtm4XY054+mrPODQWtwVLeZZ6GAsiwot32ov2GYER718fQsEicUKPY5R2/lb2zdBppV6pKhgprC8DUFr/lZ45TRj4lvvCfCLR9SfjTW1oIAv2ZOMyYkHVsPR3ao1zxsXG8e0J2gFzxKB/Z28RKC2TK3HDqo8ZuI1zR8/9iJje0MrSwTMq2DFd1P/dk1xlTTpdrV0p/CP0oPw2tmqXrW+Uj3X4xg4+3m4YSXce0RNqDr3X10j4eGekKUbtdwiJIIZtH4D7AM8KvY1TRuD6hrwih6w9R4jiKs8oKMTosz96Xx1EHDYjSXxknur7F9XFJuk2liB76DVVz2ri8et9haCVo961rFtG6O/ucbdUAWl+wP2Nq5erRV1NmrqW7EM4uGf4D9nGJnU/ifC5R/BlBtVVuWmH2HG71Upy5Sb1P7Wik0yLhYOroKnj1O3/Mytzvqd4Pu1LRlgrmvt5CUCa1+GOmdN8MRrWp6U0nOU8bNlzxJVWtCSvI3GKlhDTvFdL+syZLaxveebls/tLw5H5+0Pu/NLz+yqZlHtphYsg3EXq8xmVExIhxh0o841VmJzLWoiQiJoQauu6zbgBuA4TdPu0jTNomlad9QqWVuBR4M1FjNN02I0TUvUNC0RCEEPokZcmdaOTMKCRgsM+AhaD69TjfFB1QWGQz1vqLjbXu3zXmPaVc+qWY1bkS5tadafZ2pPnBXCTCsEbzJWWxYYyN0I/z3LaBs1eDZc8q7qLevSfSic/Ae49mvfLXFa0m+q93PWGDjmTLj0fTVTuD16jTUm5XXmyVgOh7pdDKrV2OQbW/e6Mc5sq25XLYpast1URjC8iXpWl97jVTYWYPc3gQkkHQ6Vmd/4Dnx+j7oT8EgfeHQwrHq6c61LX10MH1xvyq6OUN9vcx4ITYu+cJHc05jglbves+OICKoOB62aps3XNC0PWOt86kJN0/I0TfP6bajr+pfAHOCXQB6wCdgGnKTrekVHx9JO9wKVzo8lIRqDwW+Z1hZWxTKXBgzroqUBLq6g1V4P5UeM5211KrgHlaWLTfJ8XVwqpDp7ELZUH+rKtFpj29bAPhA8yhoCV9fqsSpWZQuTsZb9XdU9ggoiL36j9ZN2Wmv0+SpI1SwwaBbMexbu3A0XLfLM2LWVNcroBVu0q/PWvO1fbpRtjDobkjJb97rRvzKyVBveaP5YXYeNb6lta2zLHU0sVvVvCWps/g4mCnfCc1NUZv79a1U978HV6ud0dZGaIPjSnIAv1hE03z5kJDNGXwDXLzPqObs6c6cS19eoCDp/rIj1urPVVA/nSlXxzsejmjh+qa7r03Rdz9R1vZeu69fouh7K2QsPA0nODx9Tx4PMnWntYNCaYFoVy1fQ6lrJxhqjZvl2ZenmulbT7eLD69QMVfCuZ3VxZS3LctSkLV8cdrV6EKiAMdSLNwSpg4DHAgPN1bXaG4x6xG4D4Vf/bf0Eq7boM0Gt1nTnHrj8Qxh/if96LnaFutb1rxvb4y5p/euSexpdOfI2Nn+hdGit0c1h+Omt+/cxX3C4Sp784cBqePkUKNzu+bwlWt0tca2GduQn+NcMWPLXyF7qM3eDkUlP6A5nPBqY78NINeJMNdcEYMNbAZ0PIJoWoinM4UPX9Xpd16t0Xa8CArDeZBv5rTzAFLS6VmFyKT8Cec5WtgOmeWcQuxpfvVrrq+DT3xnPN1U/ab7V7uoO0NjRXUb7nlDXs4L62nCtqR2k8oBmOwgc+tHIsg5toYaxoxK7B6a12wBT4/x9nXBCUG2ZWoEI1N0F8+fbGmNNE96a69lqnqxlnsTVnMEBqGvd8gG8Os/ovNL3BLVS07VL4N7DcMMKuH6FMUnMYYPlj8Lz06GstSubhxGHQ/28c3WTOeXPbe9Z3NnFJsOIX6rtsoOeXUhE0HT5oDWs6Lr/ygOSeqqMAKhbckd+NvaZ11Ae2gVmfrakcdCq6/C/W1QLI1ATf5oqofC41d5E1jKc6lldXMF28V4VoAdAZmtrWs2Bhq8+uZGg57FGbWVnrGvd8qFx4TXu4rZ3Nhl+hupPDKo21N7gfYytHrY4e/AmZLR+sZOUXpDp/Hrev9KzbWB7rH4G3rnKaOs1+gLVMH/SdZB9nJF9zDwGrv5c9SeNdrYfP7pDLWkaaTa8AYd+UNvZE2Hs/NCOJ1yZL6TWt1DqIgJCgtZwYm9QkxWg45nW2CQ44Xq13VANr19orFyyU4JWDx5B6z74/nljhmhiD7jg1aZv6ZtvtTdV1xoOK2E1lukKtnXv25/+eosUc6a1mZsYe5yl5JYolfmPRBaLMfbSA1ByILTj8bf1i4xtc9a0tWISYNQ8tV1xBH5+zfuYXV8aE/GOPb9tZTSuEoGmluptDYdDTbT64l7cbe6m3Qbn/Kvp2+QWq/o5+5s1xhLQWz9q+q5LOKopha/udz7QVEY5VH2kw92gmWrBDICtH0K9r1XpRSDJV2Y48ddqWC6n/EVlOECVCCy6QLWccbUyyRjS8nJ7XUFcijFx7cBK+PKPaluzwq/+Aym9m3wp6YPVhBFo+la7K2jVrJ6Z2VBqS7uudspIbEV5QHWxanUF0HeyugUXqcy14Z2prvXobmPlvP7TPGvA2+LE24xeucv+zzsjai4bMC8B2xoera/aMZ9W19X3/Zpn1WPNAnP/AXP+1LoALq2fasemTgbLH2v7GEJl6SNq5USA46+C3uNCOpywZrEa/aHrK2H7J6EdTxckQWs4Mf8Q90fQarHCeS8ZrXwKt6mZrg3O28FddUEBX1zZ1poSYxGAUx9sOfNnjTK6AeRv9W65o+tGeUCP4f75d/WHILS9iomykJ6oJqs0WR6wdynurNbgWQEZR9B41LV2on6tG8wTsDpw27j7EOP1FbnwwwvGvupio6NJxlDfi0k0p98U4+7U7nbUta54DNY8o7atsXDhIph4bdvOMeYCSOuvtje/pzoPhLu8zca/Q3w6nHxfaMcTCcx3GlrqhiH8ToLWcOKRafVTu5+YRLj4LaM1U6nptmVXWMmktcwlAqCaSbe2D6Ura1lfYZRguJQeMJaXDJd6VlABtCvrFcjJWC0t5WquZ+1I26lw0GM4JDrbQO1b0TmazzvsRu1edCKMnNex882827gz8d3jxvfGlg9UyzlQWda29uCNijUuGgq3tW0y1A8vqpn/oL4nLvgvHHNG294fVDnD9DucD3RY8Y+2nyPYvvyjMflqzgOBmaTY2WSOMMq89i71bJMoAq7LB61htbiAvzOtLsk94ZK3IdbUPiYm2Xez9a7KHLT2GAFnPdX6X5zmW/7m+tXGj8Ohc4BLVKxxm7doT/PHdoCrg0BRZR0Oh48s9J5v1XZCBmSF0d9Pe2gaDHQGThVHAvr3GjR7l6rPBVRv1o52GknNNjKYNSWw6im1be57ae6H2RbtKRHY+A4svtN4fPazqtVWe429GFL7qu1N74T310DeZtjr/P7LGgPjLw/teCKJK9uqO2Dj26EdSxfT5YNWwmlxAZtpsoq/Mq0umSPgwtfUZBdQK810taX4mnPseWpVo7R+qtl8W345m5tvr3nOM8OWa+oc0CuMMq1gBOoVRwI2ocBVHuDQoby20Yzxwh3Gcp2DZnWOyR/mfq27vwrdOPzFPAGrLb1ZmzP9dohxfn+tfhZyfjDVzJ4I3fq377zmbgOt6de68wv48Abc5Smn/b31bbaaEhWjJm+BmlT73T87dr5ActXvApx4S+f4/guW0ecbv0s3vNE57qpECPkqDafFBfw9EauxQSfBlYvhpLvhtL/5//yRLGMw/H6vWt++rZPT+k1RbWJA9e4z/8I0Z1pda7CHC3N2uWR/QN6iW4IxA7ykulHQas6GRWqrq8YGzzZWf1r9rO/WTpGiphS2OSeadBtgrPrVUYndYcpNaruhCt4wBYodCRrTBxk1pXuXNt3ov64SljwEb11m1K+fdDdMvqH97202/lJIdk7e3PBmwL63OqQi3+iQkpLd8bKPriaxu9F5p3C7Wto1HOm6qq//6n51cdgJdPmgNawWFwhUeYBZvxNg1j2eiw8IxRrdvhVgNA1mP2A8/ubPxmoprklY3Qb6b/Ulf0k3BefFgbmNmZZgZPNLqus9d3oErRE+Ccslra9athRUA/INzTTSD3eb3zN6lY67pO11ps2Z8hs18QfUcqgAUXEdC540zSgRqC2DJ8bAskeNFQEdDlWf+/TxsPz/jM9t0vWq1tZfomKNbKvDpmp3w83al4wa4hMWhH6VvkjkMSErzL7P7TbY9C68cBL895ew8kl4+VT4+k+qH3IE6/JBa1gJxEQsERwDp5uWqtykmqRX5BmrkYVTPauLr5XA/Mwj01pl+mHZUAv7v1PbmSObbysWaab/DnAGeCseU79AIk3JfrXCEwBax2+bNxaXYpq05NTaZVubM+ZCY4JhZR58+1f450j48EZ46WRVDlCRq/bHJMGcP6u7Tv4MyAEmXA5JWWr750VQmuPf83dEQw38+LLajk6ECVeEdjyRatgvIC5NbW96JzyCwYZadYdn4Th475pGcyx0dQH18imR0dmiCRK0hpNgZFpF4My+39j+9iE4vM54HG71rODZbzNQQWuiOdNqulWes8ZYYamzlAa49BgGx56rtkv2G7dhI0VFnlrC1BXcjZynar39beI1xm10gDF+CIz7TYZfr1KBWJRzXq29TtXmulcF1GD8ZfDbn2DarYGp5YyOU3WiAI4Gz/rRUNv4lpHdHn+pLNfaXlGxai4EqL/PUNewOxzw5sXwxT1QZrpIGjxbtTJzrdqWux7+NQPWvhyRtbgStIYTybRGtt7jYeTZart4L3xlKhkIx0xrWn9jMkHAMq1G0FpqLg8w99LsbEErwAzTjPTlj6rWUZGguhhePduow8yeCPOeCcx7RcerBv7WGNXJxF8tzzKPgbMWwm1b1YWkOTDuPw2uXwbznlZdVQLpuCuNTNz611UWLNR0XWXiAND8V8fbVZn7Fq9+JrRB4E//9VxdcOzFcMNKuOx9mPE7+PV3xtwLWw18ejt8+OuIC1wlaA0nHpnW0HbfEu108h+N25NFu4znw7GdkzXKyKAVBT5oLTaXB7haXVlj/TfBJ5xkjjDqM4v3wOb3Qzue1qirgEXnqz6noPoPX/JOx9tcNeeYM+Cew3DVYv/XVSZmqBKEWzfCxW/CZR/ClZ8E7wIyJsGoe6wtVcu7htrub+DoDrV9zFzv/tSibfocZwSCB1aGbiW8ssPGUryaFa7+Es55HrJMKx+mD4KrPleTDl2TRTe8ofoURxAJWsOJR9AqmdaI1H0ojG/UGii5NyT1CM14WuL6pVV+yHtZTT/oluije0BFPuRvUtv9p3beUhivbKsjdGNpSUMNvHGxUdKSPggu+wDiuwX+vaNi/F9TamaNVvWyg2cF9n18Oe5KY3vdf4L73r6sftrYnvKb0I2js9A0mHmP8fjbR4KfudR1lTWtK1ePp/4Wso/zfaw1Sk3EvvR9I7ny5R+MpbQjQJcPWsNrcYEAt7wSwXGSadUfCM96VhePtlcHmj6unXyWB7gamkPkr4LVnKzRcMyZavvoDtgWBpk2F4dd1XiuXAiLfgWPDjWyRCl94PKPICkztGPsDDKPUS3xQLXDK9wRurHkbzW+93qPN8YlOmbwyZA9SW0fXBX8JZw3vwc7P1fb6YNb1wlj8CyY7Vyy114P71ypWtxFgC4ftBJOiwtIprVzSO0Dk64zHofT8q2NBbjtVUKMlRir+jHjbnnVGfuzNsWcbV0WJtnW1c/C/w2CF2bCV/fBri/VEsQACd3VbfRATLzqqo67ytgOZbZ1jak2efJvgp917qw0TWUvXZYGMdtaVQSf/d54fNZTrU94Tb0FhpyitksPwMe/jYj6Vglau9LiAiJ4pt8BfY5Xk53MtwjDTYDbXmma5i4RKKlqMJpdAyRmqnZXnVnvcTDsNLVdsAW2fxLS4bDs/9Ts4tpSz+e7D4eJ18G1X6vuB8J/Rp4V+glZ5bnGcqPJvdWSvMJ/Bs2CvpPV9sHVanGLYPj8bqMTxPHXwIATW/9aiwXO+ZcxUXHbxxFR39rlg9Yut7iACI6EdBUA3LpRZV7DVVB6taoSgZLqeijabbRSGjija2R7ZpgyId89HrpsxvJHVSs2UBMxxl8G570Md+yEm36AuY95tkET/hEd7zkha9vHwR/DmmeNxQSm3CiLCfibpnnell/6t8B/n+/8AjY5L0RS+sCcP7X9HIkZcP4rEVXf2uWD1rAi5QGdSyQEZGn9jB9YAQpa05wLDJRWN6Cb670GTg/I+4Wd7ONg4Elq+8hPoZlhvPwxWPJXta1Z4OznVdun0ecHvvWT8Lzb8uO/g/veNaXGe8alhvedn0g2aKZRJ5yzxrN239/sNs+ygDMfVwt2tEf/KRFV3ypBazhxlQdoFtW7UIhAi4pRS49CwNte1dsd2PYsM3YMnBGQ9wtLrmU9IfjLeq74Jyx50PlAg7Ofg7EXBncMXV0oJ2T9+LJRszzxOohNDt57dyWNs62B7CSw9UOjl/LIeWp1ro4w17dWF0PBto6dL4AkaA0nrkxrdEJkZOlE5+AqESjLAVud309vrIqlYzngXLo1JRu6daFb0YNmGv1B9yxptLxiAK1+Br75s/OBK2D185KsonU82l/9Nzjv2VADa55T21FxcIIsJhBQA09SC2UAHPoBdn/t//fQdfjuCeOxebJne7nqW4edrhbf6B++nSUkaA0nrkyr1LOKYHJ3ENAD1PZKlQcM0w5hrXFOGugq9awumgYn3mo8Xvlk4N/zyHr48j7XAODsZ2HcxYF/X+HbyHnGhKwNQZqQtf51qCpU2+MvDd9+0Z1F404CH/0Gyo/49z32fGP0uR5yimqt5w+JGTD/TcgY3PKxISRBazhxZ1olaBVB5DEZy/9tr1zlAVMtW4wnu0o9q9nIeUZ2ecsHAashBsDeAB/fBLpz+dhfPOy55KQIPvOErJqSwK+QZbfBqoVqW7PAlJsC+35CGTAdRp2jtivz4a1L/XuBYs6ymsuOuggJWsOJuTxAiGAJcAcBV9A6xbLVeHJAFwxaLVY48Wa1rTtg1dPNH98RK5+APNeqYyfKbeFwYS4RWLUwsH17zXWPo86VzhDBomlw1tOQOUo9PrxOrVjlj/rWQz8aEzmzJ3bOJbBbIEFrOJHyABEKgQ5aE6Ox4GCyK2jtNtCY/NXVjJ2v+tMCrF8ElQX+f4+C7aofK0BUvGo4bpEf9WEh8xgYeqrazt8cuL69uq4uXFxOvCUw7yN8i02CixYZyyCvXwQ/vNDx85oncU67rWuVWDnJT7JwIplWEQrd+qvbhxCQoDUtIYYR2gFSNedFWVfqGtBYdBxM/rXattXC98/79/wOuyoLcPXkPPkPYV+j1uWcZJphvuzvgcm27vnGyLQPnh3eS0l3VukD4fx/Gz9bP7+nY0u8Fu6E7Z+q7e7D1aSpLqjLB62apsVompaoaVoiEBeygei6ZFpFaETFQmq22i4KTE2rZz1rFw5aAY6/GmKcbYfWvgR1Ff479/f/gkNr1Xaf42Dyjf47t/CP7OMCm23VdVj+D+NxF6x7DBuDZ8Gpzv7Iuh3evqL9k11XPQk4SwxOvKXL3j3pmp+1p3uBSufHkhaODRybqVBbglYRbB5tr+r9e+qEGKlnNYtPg+Od69HXlnlOrOiI4n1GP1ZLNMx7RtXRivATyGzrpndVL1hQS0kPmOa/c4u2m3wjjHH2Ra4phnevVhMl26LsMGx4S22n9IHRv/LvGCOIBK3wMJDk/Dg5ZKOQ1bBEKLnaXukOKD3o11MnR+tMsmwH4HBUP1mBCdQvsijnxemKf8Dubzp2PocdPv6tcbdmxp2QOaJj5xSBE6hsa22ZWorT5bRHumTdY1jRNPjlk5DlLNE4/KNRc95aa54FhzPQnfIbtShMF9Xlg1Zd1+t1Xa/Sdb0KCELjvCa4ftmAZFpF8AWw7ZUlbwNJmvrW+snqp56CkS6lF5zxqPOBDu9dC2WH2n++pX8zZhVnjpJbwpEgENnWbx9WbZYAJlwOfSd1/Jyi46Lj4fxXjITUisfgwKrWvbZwJ/zwotqOS4MJVwRkiJGiywetYUMyrSKUAtlBYL8x+WCNY5R/zx3JJlwG4y5V2zXF8M5V7SvN2P01LHcGwFHxcN6LXToTEzGyjzOWzvRHtjV3ozFDPb4bzP5Tx84n/Kv7UJX5BnVH6/0FUFPa/GscdrVAgd25UuH0O1Rngi5MgtZwIZlWEUrmGeb+DlpNM2aX1A3z77kj3RmPQs9j1fahH+DrB9r2+rJD8N51uCdozP0H9JQLg4gx00/ZVocDPr1DBUMAc/6sVjgS4WXCFXDMmWq7LKfl/q3fP69+LgD0niATK5GgNXxUFxvbMV37SkqEQFp/wFn75s+g1VYHB78HYKujP7n1CdQ22P13/kgXkwAXvGp0E1jzLGz5sHWvtTeo7GyN82fH+Eth/CUBGaYIkOzjPbOt2z5u33nWLzKCm+yJMP4y/4xP+Jemqb7Jyb3V483vwYY3fR9btAe+aTSx0hoVnHGGMQlaw0XhDmO7+9DQjUN0TdFxgWl7dehHsKnSl1WOkQCUVrdx5mxnlzEYzn7GePzRTZC3ueXXffWAEaj0PBbOeCww4xOBZc62Lv4dVOS17fXVxfDV/Wpbs6hsexdthxQREtLhnOdxJwkW/87oqevicKiJlc6fnZx0F/QcGdRhhiv5yg4XhduM7R4y61eEgGuZx9KDbW/J0hTX5CBgtTNoLan2b0utTmHkPOPWX30FvDQHfnq16VuHm96FNc5ANyZZZWulrCgyZR8PYy9W21WFalKe3da61+o6fHGvkW2feB30GhuYcQr/GXSSsaRzfSU8Px3euRLynf2sf3wZDqxU21mjYdqtoRhlWJKgNVwUqJZAWGNljWgRGu62V3b/tb3a/TUADiz84FAXYxK0NmHOn2Gws+uerUZlWt67FmrLjWMOrIJX58F71xjPzXtaVr2KdGc8Bt2d9d77V6j61pboOnz5R9jwhnqcmKlWQBORYdYfod9U5wMdtnwAz02FN+aruygAliiY9yxYo0M2zHAjQWs40HUj09p9mDQEF6Hh7w4CpQfdqzMVph9HBaorRkmVlAf4FBUD899RtwJdtw43vwv/mgHr34D/nAn/Ph32LjVeM/W3MOrsEAxW+FVsEvzqv0bv3uWPNt+7V9dVScDqp9VjSzSc/RzEpQZ+rMI/omLgio9VrWo3U6Jqx6fQUKW2p90uS/A2IkFrOKjIU02hAXoMD+1YRNfl76B160fuzaIBZ7i3JdPaDGsUzLpX/TJLylLPleyDD2/wKLWg1zi46A045cGQDFMEQM+RMNdVl6yrlkjlud7H6Tp882dYtVA9tkTBBf+FoXOCNlThJ9ZoNYHyph/hnBcgwzSfJXOkWiREeJCgNRyY61kzjwndOETX5u+2V65Z8JqF2iFz3U+XStDasoEz4IbvYEijQKTPcSobu2ApHHOGrHbU2Yy/FMbOV9vVR9WSnxV5qgsHqID124fgu8fVY0sU/Oo/cMxcn6cTEcIaBWMvhN98r/49p90Ol74v/ZZ96PL9EzRNiwFcBSNxIRmEq54VZBKWCJ1uA4ztjgatJQfUcoUAA6aRnNEb2K12SfeA1knqoQLUH1+GnO9hzEUwZLYEqp3d3MfgyE9QuB0OroJ/OO++RSdCXApUOLOvmhXOexlG/DJ0YxX+ZbHCqHPUh/BJMq1wL1Dp/FgSkhF4ZFolaBUhEh0PqX3V9pH1HVtW0lQawKhz6JZoZAxKqiTT2moWC0y6Ds57Sd3+lYC184tJVPWtjVdGbKgyBawWtfKZ1DOLLqbLZ1qBhwHXIuCTCEXg6sq0RsV5ZruECLYB02HD61BVoJqdt3cSwJYP1J+aBUacRVqcMftValqFaEHmMXDFJ7Dlfagp8fxw2ODk+yRgFV1Slw9adV2vB+oBNE2rDcEA1G0gUIsKSOcAEUpDZqugFVS7qvYErSX71e1NULWZid2JApLjoqiotUl5gBCtkX2c+hBCuEl5QKiVH4E6Zx9GqWcVoTb4ZNztlpprudMc8zKkI892b6Y7SwQk0yqEEKI9JGgNNekcIMJJQrqaoQ6Qs8azsX1ruUsDrB6TRNISnEGr1LQKIYRoBwlaQ006B4hw42qz5LDBvuVte23xXshdr7adpQEu3RJUXWt5rQ2bvQOTvIQQQnRJErSGmmRaRbgx9wZ1LsPaaubSgEZtW7olGB0EymqkrlUIIUTbSNAaau7OAfGQNiCkQxECgD4TIC5Nbe/+Rk0WbK0mSgPAM2iVulYhhBBtJUFrKOk6FO5Q2z2GqZ6MQoSaxeqckAWUHYSju1r3uqI9kLdRbQ+aqepjTVzlASALDAghhGg7iZJCqewQ1FeobalnFeGkPSUCriwr+FzRJU0WGBBCCNEBErSGUqFpEpbUs4pw4sq0QuuC1qoi+P55tW2J8rkWerqUBwghhOgACVpDqcA0CUsyrSKcpPSCnseq7QMroaGm+eM/vR2qCtX2uEu8SgNAygOEEEJ0jAStoSSZVhHOhsxWf9pqYf/Kpo/b/B5s/VBtp/aFU//q87A0ybQKIYToAAlaQ8mVaY1OgNR+oR2LEI21pq61Ih8+vcN4PO9piEvxeWi3RFOmVWpahRBCtJEEraHicJg6BwyXzgEi/PSdDNGJattX0Krr8MmtUFOiHk+8VnUNaIJnyyspDxBCCNE2XT5S0jQtRtO0RE3TEoG4oL1xWQ40VKltqWcV4SgqBgadpLaLdkHJfs/9G96EHYvVdrcBMOfPzZ4uLtpKfLQVgFIpDxBCCNFGXT5oBe4FKp0fS4L2rlLPKiKBq64VVEurwh1waB3s/BI+u8u5Q4Ozn4PYpBZP55qMJZlWIYQQbRUV6gGEgYeBR53bkwhW4CqdA0QkGGwKWr/+k/pobPKN0H9qq07XLTGGI2W1UtMqhBCizbp8plXX9Xpd16t0Xa8CaoP2xpJpFZEgfSBkjmx6f/fhMPu+Vp/OVddaWtOA3pblYYUQQnR5kmkNFVemNSZJtQkSIlyd+wL88CKgQ0yyKgOISYL4NBh2OkTHt/pUac7yALtDp7zWRmp8dAuvEEIIIRQJWkPB4YCjO9V2j+GgaaEdjxDNyRoNZy30y6nSGy3lKkGrEEKI1ury5QEhUXoAGqrVttSzii5EFhgQQgjRXhK0hoLUs4ouyryUa6l0EBBCCNEGErSGQnSCWm0oJVsyraJL6SaZViGEEO0kNa2hMOgko2m7EF1IN1NNa7G0vRJCCNEGkmkVQgSNlAcIIYRoLwlahRBBI+UBQggh2kuCViFE0JjLAyRoFUII0RYStAohgiYxxkq0VfUlLqmS8gAhhBCtJ0GrECJoNE1z92qVTKsQQoi2kKBVCBFU6RK0CiGEaAcJWoUQQZXm7CBQUt1Anc0e4tEIIYSIFBK0CiGCql96AgD1Ngc3v/EzNrsjxCMSQggRCSRoFUIE1fUnDXZnW7/Yks/v3tmA3aGHeFRCCCHCnQStQoigGpKZxKtXTyI5Vi3I9+H6I/zxw03ougSuQgghmiZBqxAi6MZkp/HKVROJj/7/7d17kJ11fcfx9/fc91z2vpvNTUNuBAhgVRQoIgXRFtFOZ6i12quOtJ1KHVunVjt2quNgtba2jp12rNNS2gpapa1Wqi1BCjSp4AUIJCEJEElCNmfve/acPfdf/3ies2yWTbKb3T3nIft5zTzzbJ7nt8lvn+/mnM/5/Z5LGIC7HjnKJ/5jn4KriIic1qoPrWYWM7OUmaWARKv7I7JaXLGpm7/9ldcSi3gvQ3//v0f4i/sOtbhXIiISVKs+tAIfBab85f4W90VkVblmWy9//e5XEwl5Dxz4/P2HODpaaHGvREQkiBRa4XYg7S/Xt7gvIqvODRet4aM3XQSAc/CVR4+2uEciIhJEqz60OufKzrm8cy4PFFvdH5HV6B1XbCQZ885v/er3j+o2WCIi8hKrPrSKSOul4xHefvk6ALK5EvcfyLa4RyIiEjQKrSISCO983Stmvr5bpwiIiMgcCq0iEgiXb+hgx0AGgAeeznJiYrrFPRIRkSBRaBWRQDAz3vV6b7S17uCrjx6bt90Tx8bJ5nT6uYjIcgv6vbIjre6AiEjDz75qPbffu59ipc5XHn2e91+/lbB/OyznHB//5j7u2H2ERDTEn95yOW/zz4MVEVmMaq1OqVqnWKlRqtb9pUap8uK2ar1OI8M11mYQCYeIhoxoJEQkZMQjYdLxCOlEhFQ8TDwSbt0P5qvVHZPTFcYKZcanK0wUKkxMe8t4obEuz+wfL3htw2b84GM3trr7p6XQKiKB0dEW5aZL13LPD4/zwkSRBw8N8VMX9gPw2f96mjt2HwGgWKlz210/4unBHL9743ZCfrA9E+ccR0enSURD9LfrOSJn45yjUK6RL1eZLtcolGsUylXKVceFAxm6U7FWd/G8VqnVOTpa4ODJKQ6dzHEw662HciU2dLWxpS/Nlv40W/vTbOlLs6knSSS8OiZPG7+bY4Uy44UXA1euWGWqVGGqWCVXqpIrVskVK0xOV5ksekFtcrpCoVyjWl+5EcVYOEQmEaEvE6cvE6c/k6C/Pc5Ae4LNfSm29qcZaE9gdvbXrbnypSonJqZ5YbzIiYlphnIlhnIlsv56eKrEWKHCZLHCuQyahgzqdbeg19RWUGgVkUD5xde9gnt+eByAux95np+6sJ+/fuAZ/uq7zwAQDhk1/w3nC989zMGTOT73C68iFX/py9l4oczDh4d56OAwDx4a4sSEd1rB5Rs6+Omda/npnQNc0Jtq0k8WLM45nh8t8OTxSfYen+DQyRyjhbI3GuOPxJzujd0MLlnXzjVb+3jDtl5e88ouEtHWjy4FkXOO8UKFIyN5fjxS4McjBUbzJSLhELFIiGg4RDwSolytc3x8mqOjBY6NTXNiYprT5aqRfJnHj02csi0eCbF9TYYdAxl2rG3nooEMl2/snPf/RRDU6o6C/4EoX66RL1UplGuM5ssMTZUYzpVm1hPTFS+ANgJpsbqioXOpyrU6I/kyI/kyBwZz87ZJxcJs6U+zqSdFe1uEVCxCKh4hGQsTi4QYL1QYzXsjoaP5MsNTZU5MTDNeqCx7fzPxCJ2pKJ1tMTqTUUrVOm2xYP5/tqCfv9BMZnYVsHv37t1cddVVre6OyKrknOPGzz3I4ewUkZBx2/Xb+Nx9BwFvFOAL73o15Wqd3//6E5Sr3v1cdwxk+OCN28lOFjk65r3xHxkpcGBw8qyjDTsGMlw4kHnJtFlXKsabLx7grZeuZef69nMaFWmlExPT7NqfZe+xCcq1OpVanVrdUa07csUK+16YZLJYXZZ/KxENcdPOtfzWdVvYtiazLH9n0DjnKFbq5IoVcqXqTKgYzZcYyZcZnfKmWaeKVaZK1Zl2w7nSsh3njrYoA+0Jjo4VKJRrZ20fDhmXru/g9Zu7ufKCHl67qYtMIrosfQFvin2sUGEkX2J0qsxwvsxYvsxUqUqh7IXQxij9xHTFn4b2RkfPdSTwXETDRkdblPZElPa2KKl4mEQkTCIaJh4JEZ9Zh4hH/K/9DxRmYABmGN7vQaXmqNbrVGqOSq1OsVInX6qSL3kjvHn/9yObKzGSLzXt50xEQ/Rl4nSn4nS2RelKRulMxuhoi9KZjNLRFp3ztRdSoy0Yod+zZw9XX301wNXOuT0L/T6F1lkUWkWC4UsPPcsnv7X/Jds/c8tlvOO1GwF4/Og477vz+2RzpQX9nV3JKD+5tZfRfJnvPTc6M1q7EBu727hp51reuL2PgY4E/e0J0gEbwZou1zgwOMn9B7Ls2p9l34nJRf8dmXiEjuSpb3CpmDf60+av687x6JFRHj0yNvOhocEM3nLxAO+/fis713cs14+2ZPW6I1/2wmRj6rgRMgqzTn0olGvkilXGGiNchQpjeW/0eapUXdTvzLmKho31nW1s7E6ysTvJ1r4029dk2L4mTV8mjplRrzsGJ4sczk7xzNAUB09O8fTgJAcGc2cNs53JKN1JL6x0p2J0JmMkY16AS8wKcFN+8Gp8iBufrpxyvPKlKqVqcx4CEo940+2ZRNRfR2hPeIGsy/997UzGvFCa8M4tbZxjmolHSURDLfvQWa3VGc2XyeZKHBub5pmhqZm6Hc5OLejDR8igOxVjoCPBuo421nW2sa4zwUBHG2sapyC0J0jFwi+bD9cKrctAoVUkGEbzZa68fRflWU/G+qObL+Y911xwSruTk0VuvfP7L5kqBW9UasdAhmu3e1PYO9d1zJynNZovc9++k3z7qUEePjRMuVbHzJ8mS8Zob4vwTDbPdOX0byjJWJj+TJy1HW1c0Jdic2+KzX0pNvd64aJxYUex4q3LVW9kxhvtrFOtOVLxCJdt6FjUSEe97vjmEy+wa3+Wk5PFmfPZpkoLH80LGWztT7NzfQc713Vw6YYOLl7bvqip5OlyjUePjPLw4WG+9cQJjo+feouy6y7s49Y3bOaqLT3L8kbqnGOyWGXYnzIeniozPNWYOvZC5aQ/dTxVrPjnN1Zn1s0UDhkZPzh1JWO8oifJpp4kr+xJ8cruJGvaE1Tr3ihduVr3fv+A9V1trMkkzvl8wnrdcWxsmv2Dk+w9NsH3nhvhsaPjVGqtf583ww+aXsDsbPMCaDIWJhnzLmBKxiJ0tEXpy8TpTcfp99dBnapeKuccYwXvw0C+3Pgg5b1WdCajdKVi9KS8MB7Uc0zPlULrMlBoFQmO37nrR3zj8RcA+OCbtvOBN22bt12xUuPevScYmSqzsbuNDV3eCFVH28KmQYsVbwqzvS06c6cC8ELZA09n+dbeE+zanz1jgF2KjrYoN+zo582XrOHa7X0kY6cPjrufGeb2e/fz5PEzj6LGwiGu3NLDDTv6uXZ7H11J72eLhEL+2pb1TbBSq/ONx17grx44zLND+VP2XdCb4p1XbOSW12ygJx0/699Vq3vn2h7OTnEom+PwySkO+SNTCxmVWk7tiQjdKW96NZOIko57o3xpf6SvJx2jO+UtPak4XUmvXStH9uaaLtf40fNj/N9zo+w9Nu6d0lAoM5avLCrMZxIRMvEIbbHwzLmXyViEzmSUnlSMnnTcPw4xMomoPzof9tpFvWMWPs+Cl5w7hdZloNAqEhxDuRKf/vYBXrWxk3e//hUtDQHT5Rr/c3CIw9kc2VyJ7GSJbK5INldicKK4bBeFxCMhrtrSw851HWwf8C6quaA3xZHhPH/ynwfYNefxtrFwyJ8ajM+M+l65uYc3bOttyQU4tbrj208O8oXvHmb/nNMTomHjLZcMcNmGDiKhENGId9ugUMg4PjbN4aEpDp+c4rnh/Ckj7ItlBunYi+GyETa9oOlPG8e98xrTfghLzpwCESYTj9CV8kYCz/er8UvVGhOFCtMVb0agWKlRrNQo1+qk4hE62xrT7pHz/lhIcym0LgOFVhFZrMatiZ4bzvPsUJ5nh6eYmK6QiIRfvLAjGiIeDhEJvzjSGQ4ZR0by3Lcvy+Dk6R+WEA17d0uYnYuv3tLDR37mosBeIOac438Pj3DXI8/znacGlxzqU7EwW9dk2NDVRl86Tm86Rm/amzruSkVJx1881zEVi5x3U6ki55tzDa3BupJARORlJhoOsbkvzea+NDdctPjv/8TbHXuPT/Df+07ynacGOZSdOmX/7PMRt/Wn+ehNF3HdhX2BDKsNZsY123q5ZlsvQ7kSX//hMe5+5HmOjBTO+H2dyShb+7x7j27tT7NtTYZt/WnWdpzbPS1F5Pyi0Coi0kKhkHH5xk4u39jJh95yIROFCgezOZ4ezHHwpLcu1+q847Ub+fnXbHjZTdP2ZeL85hu3cOsbNrPvxCST0xXKNe9CtMZtg/ozcbb0p+lJxRROReS0FFpFRAKkIxnlik3dXLGpu9VdWVahkAXqNlgi8vLz8vrILiIiIiKrkkKriIiIiASeQquIiIiIBJ5Cq4iIiIgEnkKriIiIiASeQquIiIiIBJ5Cq4iIiIgEnkKriIiIiASeQquIiIiIBN6qfyKWmcWAqP/HRCv7IiIiIiLz00grfBSY8pf7W9wXEREREZmHQivcDqT95foW90VERERE5rHqTw9wzpWBMoCZFVvcHRERERGZh0ZaRURERCTwVv1I6xxJgL1797a6HyIiIiLnpVk5K7mY7zPn3PL35mXKzN4HfLHV/RARERFZBW51zv3tQhsrtM5iZmuBm4FngcIK/3M78QLyrcCTK/xvycKoJsGjmgSPahIsqkfwqCZnlwQ2A//hnDux0G/S6QGz+AduwYl/Kcys8eWTzrk9zfg35cxUk+BRTYJHNQkW1SN4VJMF27XYb9CFWCIiIiISeAqtIiIiIhJ4Cq0iIiIiEngKra1zDPi4v5ZgUE2CRzUJHtUkWFSP4FFNVojuHiAiIiIigaeRVhEREREJPIVWEREREQk8hVYRERERCTyFVhEREREJPIVWEREREQk8hdYWMLPrzOwhM8ua2Qkz+5KZ9bS6X+czM2s3s9vM7P/MbMTMJszsKTP7iJnF5mmfNLPPmtnzfp1+YGa3tKLvq4WZrffrMu8tTVST5jCzjJndbmYHzGzQP9YPmtmvzmmnejSBmcXM7ANm9riZnTSzY2Z2r5m9fp62qskKMLNfMrNxM7vjDG0WdeyVA86Rc05LExfgRqAKfBjvQ0MfsAd4Cki3un/n6wLcC0wDP+cf9wjw60ANuHdO2zBwP/A0sMnf9stAHXhPq3+W83UB/h1w3svSS/apJs2pQY//WvR3QI+/bStwCPg31aMlNbnLf8/4ecCANPBlf9ubVJMVPfa9wNeAH/uvTXecpt2ijr1ywBJq0uoOrKbFD0rPAN+bs/0y/z/Ex1vdx/N1Ab4NfGqe7f/kH/s3z9r2Hn/bTXPa3gOMA12t/nnOt8V/Q34WeOQ0oVU1aU4dvgz8AAjN2f4O4LOqR9PrsdE/zv8yZ3sH3gfu/1JNVvT43wt8GrjwLKF1wcdeOWBpi04PaK4bgM3Av87e6Jx7AjgMvNfMrBUdWwW+DPzjPNu/56+vmLXtfUAe+M6ctl/He7PQdNsyMrNO4PPAbwGF0zRTTVaYmb0SeCfeG3N99j7n3Fedcx+atUn1aI71/vrZ2RudcxPAMF6obVBNlt+tzrkPA6WztFvMsVcOWAKF1ua61l8/Mc++x/FeoLY0rzurh3PuTufcvnl2Nc5nHQUwswTwOmCfc642p+3j/vqNK9PLVeuzwH3Oubkv+IBq0kRvx5t+/v6ZGqkeTXUIKAPbZ280s268qev9/p9VkxXgnDvrY1jP4dgrByyBQmtzNV54Tsyz7wV/va1JfRHPFXjnFn3T//MWvP8XqlETmNl1wM8CHzxDM9WkOV7V+MLMvmhmR8xsyL8I6+dmtVM9msQ5NwL8PnCzmf2Kf1FWH/BFvJHWj/lNVZPWWeyxVw5YAoXW5urw1/NNgTa2dTanK2JmG/FGlz4/6xO1atQk/gjFF4Hfc84Nn6GpatIca/z1N/CmKS8FdgD7gHvM7P3+ftWjiZxzfwn8JvAXQA7IAmuBa51zT/nNVJPWWeyxV62WQKG1Nea9pY80j3/O0N/gvSH/4TxNVKOV90fAj51zdy6wvWqyshL++jHn3Gecczl/pO+38a6e/pSZdcxqr3qsMDMLm9ndwJ8B7wXa8a40fwzYY2ZvmfMtqknrLPbYq1bnQKG1uSb8dWqefck5bWRl/SlwCXCzc644a7tq1ARmdhleGPqNBTRXTZqjMcpz/+yN/nl6u/ButXQ1qkczvRf4BeCTzrl/dc6V/FmJ24DjwD/7FzKqJq2z2GOvWi2BQmtzHfTXa+fZt85fH2pSX1YtM/sD4F3Ajc65wTm7n8G7t55qtLLe6q93+zewHzSzQbxQxKxtH0Y1aZbn/fXIPPuy/roP1aOZbvTX/zN7o393h4fw7qt7JapJKy322CsHLIFCa3M96K8vm2ffZXifnA83rzurj5ndBvwu3k25D/nbesxsE4A/6voIcLGZhed8e6NuDzSnt+cv59ynnHMdzrmB2Quw29/f2PZp1aRp9vjr/nn29fnrIdWjqRojb/NNJTduS9aumrTOORx75YAlUGhtrl3Ac3hPZZrhT5VuA/7O+XcZluVnZu8B/hjvQQKzb3/1Nn97w5fwpm7ePOevuAVv2uZrK9dLOQ3VZOV9A+/Wb6ccYzMLAdfhHeeH/c2qR3M0bj929Tz7rsYLsz/w/6yatM5ijr1ywFK0+ukGq23B+6We/fi2XrzRpaeATKv7d74ueDdNr+G9Mf/xnOXfmPWkE+Z/JN8vocchNqNOD7Dwx7iqJst//N/tH9MPAXG8kb4/97f9murR9Hr04l0EN4R3U3rza/IpvMD6N6pJU+qwicU/xvW0x1454NwX8w+gNJF/b8pP4t2vrYb3qLgPuzPf9keWwMweAy4/Q5N/cM792qz2SeATeBdBxIFjwO3OOY1WrAAz2wNcAHQDUeCkv+snnHMn/DaqSROY2c14d9TY4W96DPgTN+fhD6pHc5jZGrw7bdwEdOGFnKeBv8cLrfVZbVWTZWRm78L70BbGC5ZFvJHTEefcJXPaLurYKwecG4VWEREREQk8ndMqIiIiIoGn0CoiIiIigafQKiIiIiKBp9AqIiIiIoGn0CoiIiIigafQKiIiIiKBp9AqIiIiIoGn0CoiIiIigafQKiIiIiKBp9AqIiIiIoGn0CoiIiIigafQKiIiIiKBp9AqIiIiIoGn0CoiIiIigafQKiIiIiKBp9AqIiIiIoH3/yJgljbdq7o8AAAAAElFTkSuQmCC", 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", 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", 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98ccfLfv27t3rr8WdNm1awDn1r8Hbb79NRUWF//Fjjz2W6dOn8+STT/Lggw9GND4hhBAikchELBHA6XRy2223cdttt8X0/KysLKqrq7nkkkv8E706i9tuuw2Hw8G///1v/va3v1n2VVZWUl5eTnl5ORUVFZZlax966CEuuOAC/yQw3bfffsu1117LEUccwbnnnsvw4cMBWLNmDfvttx9er5cNGzZwxBFH+CfaKYrCnDlzAJg6darlfHl5eZSXl7N06VLS09MDxn/MMcew3377kZubS01NjX+MTqeTDz/8sENWTRNCCCHag6JndAQoijIDWLhw4cKAbJqITnl5OdnZ2Z02SKqrqwsICm+77TZef/119t9/f+655x769+8f9jw33XQTd955JwDvvfcexx9/vH/f7Nmz+fLLLxkyZAhff/11ROcTQgghOrtFixYxc+ZMgJmqqi6K9HlSHiDaRa9evTptwAoEzWLefPPNrFq1in/+858RB5i7d+/G6XTicrk45JBDLPvuvfdennzySdauXWtLwDp//nxuv/32Dn9dIYQQIhYStAoRoViC8KeeeorS0lI+++wzf52vburUqVx66aUkJSXFa4gRu/3225k1axa33HILH330UYe/vhBCCBEtCVqFaGc9e/YMyLLabfTo0f7t5557zsaRCCGEEJGRiVhCdEOnnXYa1157LdOnT+ekk06yezhCCCFEWBK0CtFN3XfffXYPQQghhIiYlAcIIYQQQoiEJ0GrEAKAJUuWUF9fb/cwhBBCiKAkaBWim9u0aRMnnXQSU6ZM4amnnrJ7OEIIIURQErQK0c05HA4+/PBDAO655x5qa2ttHpEQQggRSIJWIbq5wYMHc8kll7DPPvvw+OOPk5aWZveQhBBCiADSPUAIwf33309aWhpOp9PuoQghhBBBSdAqhCAzM9PuIQghhBCtkvIAIUSAhoYGFi9ebPcwhBBCCD8JWoUQFqWlpRxxxBEceuihLF261O7hCCGEEIAErUKIFp544gm++eYb6urquPDCC/F6vXYPSQghhJCaViGE1V/+8hd++OEHVq9ezdtvv43DIde2Qggh7CdBqxDCwul08tprr1FfX09eXp7dwxFCCCEACVqFEEFkZGSQkZFheaypqQmn0yltsYQQQthC7vsJIcJqbm7mzDPP5LzzzsPtdts9HCGEEN2QZFpF2xT/DMtehonnQsE4u0cj2smll17Kf//7X0Dr6fr000/bPCIhhBDdjWRaRdt8+Gf44Sn48Bq7RyLa0SWXXEJWVhY9e/bk0ksvtXs4QgghuiHJtIq2qdiuva/cYe84RLuaOXMmn376KQD777+/zaMRQgjRHUnQKtrGXe9732DvOES7mzZtmt1DEEII0Y1JeYBom2ZfsOppsnccosN5vV7ef/991q5da/dQhBBCdANdImhVFOUGRVGWKYqyRFGURxRFkZ48HUFVTZnWRnvHIjrUli1bGD9+PCeccAJ33XWX3cMRQgjRDXT6oFVRlPOAs4CZwFRgDPAXWwfVXXiaQfUt8elp1IJY0S0UFhZSU1MDwKuvvsquXbtsHpEQQoiurtMHrcAfgBdVVW1QVdULPAVcriiKYvO4uj49y6qTEoFuw+Vycc0113DiiSfy1VdfUVBQYPeQhBBCdHEdHrQqinKuoigViqK8GOa4QxVF+VpRlN2KouxSFOVZRVFyWxyTDEwEVpoe/hnoCwyJ99hFC80tJl/JZKxu5bLLLuN///sfM2fOtHsoQgghuoEOC1oVRclTFOVN4C6gZ5hjjwA+A94H8oFxwH7AV4qiZJoOzQOcQIXpsXLf+77xGXk72LsBPr8dPrkRti6yezSxa5lpdUumtTvprjczVFXll19+sTxWWlrKxo0bbRqREEJ0Dx2Zaf0nsBE4srWDFEVxAU8CS1VVvU9VVa+qqnuAS4HRwJ/Nh7fXYNtVxRb4+kFY+BjsXG73aGInmVZhoqoqHo/H7mG0u3vuuYfx48fzyiuv4PV6efLJJxk5ciTnnXceXq/X7uEJIUSX1ZFB61xVVa8Dwk0zPwwYCvzX/KCqqj8BG4CLTfWqewAPkG06tJfvfUlbB9xunMnGdmeuA5WaVoHW+uqdd95h5syZ/P3vf7d7OO3qm2++4a9//Stut5sLL7yQrVu38tJLL1FWVsaiRYt49dVX7R6iEEJ0WR0WtKqqWhThoQf73v8UZN+PQH9gmO+cTcAytI4BurFoAevm2EbaAZwpxran2b5xtFVAplXaXnVHO3fu5PTTT+e7777jwQcfpLm5E/9Mh3HAAQdw6623AvDss88yZMgQHnvsMZKSkrjqqqs44YQT7B2gEEJ0YYnYPWCk732wHjo7fe9HmB57FLhAUZRURVEcwFzgcVVtvf+SoigDFEWZYX7DGvy2H2eSse3pxIFeQE1r6PKAHzaXcebTi3j5u63tPCjR0QoLCznnnHMAGDJkCLt377Z5RO1HURRuueUWVqxYwfnnnw/A5MmT2bZtGw899BA9e7Zari+EEKINEjFo1f/q1wXZpz+WrT+gquq/gH8DC4EfgF+AeyJ4nYt9zzG/PR3TiKPVVcoDWmZaW/lc7pm3mu82lXHTOyt56JO1hLmmEJ3MTTfdxKJFi5g/fz79+/e3ezh+wX7Odu3axXnnnUdFRUXM5x0/frzl4/z8/JjPJWK3ceNGiooivYknhOjsEjFo1UUc1aiqepeqqpNUVZ2squofVFWNZDbIc2gLEpjf5sY21Ci5TOUBnXnGfYSZ1maPl1U7q/wfP/rFBv72sQSuXcmwYcOYPn263cPw83q9vP766+y///58++23/scrKys55phj+Ne//sVBBx3Ezp07WzkLNDU18atf/YrvvvsuqtcvLS2Vn+921NTUxFVXXcXw4cO5+eab7R6O6OTq6+tZvHgxL730Eps3B1YWvv/++136DlJnkohBa6XvfUaQfektjomZqqrbVVVdZH7D2u+1/TiTcOvbXSnTGiIA37inhia3dVb1P+Zv5J55a+Qfexe2fPlymprs+fl+7733OOOMM1i+fDn33Xef//HS0lIqK7U/H4qikJ6eHuoUAFx99dW88cYbHHzwwbz++uthX7e5uZmHH36YQYMGceSRR0obLJMrr7ySyZMnc/7557Nhw4Y2nevRRx/l4YcfBuDUU0+17KupqeFvf/ubf8U2kZjee+89/u///o+vv/6a2traiJ9XWlrKe++9xw8//BC3bh2PPPIIU6dO5YILLuCLL76w7CspKeGEE06gb9++XHbZZXF5PRG7RAxa1/neB1tip5/v/foOGku7UB3J/Ca/D3fk9qKsudru4cQuwkzrqh1GlvXI0X1xObTmD09/tYk73l8tgWsXpC86cMEFF7T5H8vdd99NQUEBY8eOZeVK63Wl2+0Oev4TTjiBcePGAVogqQfPQ4cOZdGiRcyZM4d58+aRnZ0d8nXdbrc/E5uWlsaECRPCjnXZsmVcffXV1NbW8vXXX4cNiruaHTt2cPPNN3PLLbcE7NuyZQtLly7l5Zdfxul0tul1rrjiCiZNmgRoddRmH3zwAddeey1DhgzhrbfeatPriPB27tzJqlWrWLFiRcDf8tdee41zzjmHQw89NCAwXb9+PVdffTUHH3wwzz//vGXfV199xemnn85RRx3FggULLPt+/vlnTjzxRKZNm8ZJJ50U8TjLy8t57733uO222wIumk488UT/dssezJ999pl/e+jQoQHnXbNGki8dKRGD1q9878cF2TcO2IHW+qrT+njXtyxJS+X1HlkcX7WYf676J82dsYtAhDWt5tKA388azt/PmUSSUwtcn/92M3/7eG27DVF0vOrqai655BIaGhp47bXXeO2119p0vl27dlFcXMzKlStJTk627Pvggw/o0aMH55xzjuUfh8Ph4KmnnmLJkiXMmzfP8rz8/HzeeeedgNrbK6+8kt/97ne8+eabqKqKy+XizTff5K677uJf//oXI0eOJJxp06bx/vvvM2bMGH7zm98ELG/7xhtvsHZt1yyN8Xg8TJ06lTvuuIMHH3zQn9HWFRYWkpyczIEHHhgQaL766qs88cQTVFVV0ZKqqqxatcoS9KSkpPDGG2+wYcMGRo8ebTn+v//VuiXu3buXfv360d6+/fZb7rzzTi677LKAgGflypVcfvnlPPXUU6xZs6bdx9IeVFVlxYoVPP744zz++OMB+y+//HLGjBnDxIkTaWy0Tixevnw5r776KgsWLGD9emuuaZ999vFvT5kyxbJv165dvPnmm3zyySds2bLFsq+wsNC/fcghh1j2rVy5kpNOOonTTz+dd99917JvyZIlnHjiidx66628+eabln377rsvt912Gy+88AKXXHKJZd+MGTO4//77OfzwwznqqKMs+3755Rf23XdfRo8eHdGdGBEHqqp26BswGK1e9cUQ+13AJuD7Fo+P8z3v9nYc2wxAXbhwodqePlr3jnrwc/uqY14c4387/u3j1QXbF7Tr68bdgvtV9ZYextuyfwU97IynFqqDrntfHfqXD9T6Jreqqqr62S/F6ogbPvQ/XlHX1JEjF+3sm2++UVNTU9Wrr75a9Xg8ET1nxYoV6lFHHaVu377d8vidd96pjh8/Xu3Xr59aVlZm2Xfrrbeqvr8L6rJly2Ier9vtVrOzs1VAHTZsWMzn0Xk8HrWmpsbyWFVVlepyuVRAnTNnTptfw051dXXq559/HvD4X//6VxVQ09PTA/Z7vV7V4/GoxcXFAY+PHDlSBdTs7GzL1+3DDz9Uhw4dqgLqG2+8EdHYdu7cqV5xxRXqySefHLDvj3/8o3r22Werd9xxh+r1ei37iouL1R07dqhFRUUBz7v33nvVAw88UB02bJja1GT9W2X+Gfzyyy8t++bNm+ffd+ONNwZ83j/88IPa0NAQ0edlF7fbrfbs2VMF1MGDBwfsP+OMM/yfY2VlpWXfww8/rAJqcnKy+u6771r2VVVVqW+++aZ63XXXqXV1dZZ9H3zwgQqoiqKoTzzxhGVffX29+sADD6i//vWv1U2bNln2ffbZZ/6xPPDAA5Z9u3fv9u+bOXNm1F+HYG6++Wb/Of/zn/9Y9u3YsUP997//ra5cuTLgZybRlJWVqZWVlWpzc3OHvebChQv1r90MNZo4LZqD4/EWLmj1HXMk4AauQ8sG56HN7l8FZMV5PMlo9bMZwKyOCFrV5ga1+tae6oMPD1QnvDjWErye/+H56v0/3K++uvpV9euir9XNFZvVJnf4H/jqhmZ1e1lt+467pc9utwatPzwbcIjX61XH3vKROui699UjH7IG5Q99slYddN376qDr3lc//GlnR41adJD169cHBAbbtm1TFy9eHHDs6tWrVUVRVEA988wzI36Nv//97+rkyZPV9PR09Yorroh5rBs2bPD/Y547d27M52nNe++95/8Hd9NNN1n2ud1udb/99lNPOOGEgH/S7eW1115Tr7nmmqCf74svvqjOmjVLPeGEEwICgzvuuENNS0tTAXXLli2Wfdu3b1cffvhhtby8POJxrFixwv+9P/XUUy37Fi9e7P+anX/++ZF/cqoa8LOnqqo/AB4wYEDAvmOOOUYF1IKCgoB9F198sX8cW7dutex7+umn/fvmz59v2acHX4D65ptvWvZt3brVH9D99a9/jepzizev16v+4x//UM8880z1ggsuCNg/Z84cFVAdDofa2Nho2ffyyy+r11xzjXrDDTeotbXW/0EVFRXq7t27g34vWtPY2KjW1NRE/TzzRcIjjzwSsP+xxx5TP/nkE7W0tDSq84bywQcfqCeeeKKamZmp7tmzx7Lv1Vdf9Y+l5e90TU2NunTpUrW6ujou4winvLxcPeyww9RRo0apv//97wP2T5w4UQXUX/3qVx0yHlWNPWh1RZWWbQNFUc4GHgL0YqYzFEU5GihVVXU/87Gqqn6iKMrhwJ3An9BWvfoQuE5V1XgXgd4ABBZgtSdnMpmqytXlFZyWM54H+g/my+1fArBs9zKW7V5mOTzVmcrBhQdzzJBjOKjwIFLMixMA9U0eTv3HQtaWVPPImROYM6GDWg61rGENUh5QVF5PVYM27Wy/fj0s+2bv04dHPtduGX21fg/HjA1Wxiw6q+HDhwc89uCDD/LII4/w5z//mXvuucdf2zhq1CgKCgrYuXMnGzdupK6uLqJ60MsuuywukyOGDRvG3r17Wbp0KVlZWW0+XzBTp07lueee45NPPuG4446z7NuyZQurVq1i1apV9OnTJ+C5l156KampqUyZMoVzzz3Xsq+hoYGkpKSgdaJffvkl69atw+128/vf/96y7/nnn+fTTz/F4XDw2GOPWUoo1q5dy5dfan+T7rjjDsvz8vLyqK/X6tnfe+89Lr/8cv++wsJC/vjHP0by5fAbP348mzdv5rnnnuOII46w7Js0aRKjRo1i3LhxzJkzJ6rzGgsnatxuN2VlZYD11rSuoUH7e1ZSUoLb7cblMv499u/fn9TUVPr37091tfVf0HHHHceCBQvo168fgwYNsuw77LDD+Pnnn/nxxx856KCDLPv0jhRNTU3k5eVZ9tXW1jJhwgRGjx7Nqaee6u8J3FZbtmxh9erVNDY2WupBFUXh8ccf55dffiErK4tnn33W8vN0xRVXcPrppzNhwgTL1wXg3HPPDfiZ1MXatzg5OTmgFCgSRx11FI2NjTQ3NweME7D8rMbDsccey7HHHhvw8wJY6u/Hjh1r2bd48WJmzZoFaL9fN954o3+fqiXTAn5+wykpKeGFF15gxYoVHHfccZx33nn+fZmZmXz55Zd4vV4GDBgQ8Fz99zk1NTWq17RDhwWtqqq+CkS8xqGqqvOBA9ttQIa7gb/5tqcCX7RybHwoCjiSwNvMQK/Ko7Mf5btd3/HQkodYXbY64PAGTwOfbP2ET7Z+QmZSJrMHzua4occxo2AGiqLw9vIi1pZof0hf+X5bxwWtzeEnYq3aadS1jW4RtI7p35Ne6UmU1zWzYO0eVFWN+hdVdB5VVVX+CRdLliyx/FNUFIVrrrmGnJwczjvvPByOji+3d7lcTJs2rd3O36dPHy666CIuuuiigH179uyhsLCQoqIixoyxrnFSV1fHM888g6qqnHDCCQEBwogRIygqKmL8+PGsWLHCsu/aa69lyZIlFBQUBAStw4YN49NPP8Xr9bJt2zbLRYbX6yU5OZmmpqaA38njjz+eRx99lBNOOIGDDz6YeBg0aBC33357wOMOh4PVq1fH5e+Cy+WirKyM4uLioJ0FjjvuOIYOHUpSUhINDQ1kZmb69914443ceuutQcfRr1+/kLWzKSkpjBkzJuB7CtpF3ZVXXsl3333HzJkzLft++eUXNmzYwIYNGwIC7IaGBsaPH09OTg7HHXecJeABuPDCC6murmb8+PHcdNNNln3HHnssq1evZsSIEQGTmA466CB/0Lp9+3YGDx7s33fYYYcF/fwSjaIoMQe8bREsQD7rrLMoLCxk5cqV7LefJS/H2rXGPI4RI0ZY9u3cuZMJEyYwePBgLr/8cn79619b9j399NOUl5cze/Zsy4VcfX09f/nLXwAt6DcHrS6Xi4EDB+LxeIJeFB9//PGMGzeuXf/+xUuHBa2JStWWgm0CUBQl9JJO8eZKgaZm/zKu0wum8/oJr1PTVMOOmh1sr95OUXUR26q38d2u79hevR2AmuYa3t34Lu9ufJcxuWP4w6Q/8OK3RoZzxbYKGpo9pCa1bXZuRFoGqUFaXpknYe3Xz3rV7XQoHDiiN+/9uJOdlQ1s3FPD8D7tk+US9svIyOCll17i4Ycf5uuvv6aiosIye/+qq66yb3A2mz59Otu3bw86EWndunX+7MvAgQMD9uuTX4L949QzeLt27aK0tJTc3Fz/vquuuoq5c+cydOjQgIzYvffey7333ktzc3NABrewsDBgwlF7iueFrKIoAZPjdH/6059CPi8pKSnkvlhNmjTJ3wGhpbKyMvr378+OHTsCgtby8nLWrdOa7Oy7774Bz/3vf/9LZWUlu3btCghae/fuzerVq9m0aRONjY2kpBh37a699lp/1wVJHrRdqIsV0O4u/OlPf2Lt2rVMnTrVsm/p0qXs3buXvXv3BiyAUl5ezm233QZov+/moHXQoEH07NmTysrKgMlroC3EESoZ8Le//S3o44mo2wetttGXcnVbZ1tmJmcyKmcUo3JG+R9TVZVVpav4cPOHfLz5Y3bXa02OV5auZO6nc3GnDseRehTehgE0ebws3VrOzGG5VDRW0OBuoG9GXxxK/DNX7qY63srK5Mv0NA6qr+f05lpaXt+ag9aWmVaAQ0ZqQSvA/LV7JGjtwpxOJyeffDInn3wyNTU1neJWVEfr0SPwd2TChAlUVVWxfft20tLSAvYfffTRlJeXBy3HuPrqq7ngggsYPXp0QGAaSTeE9gjWRHhHHXUURUVFVFZWBlw01NfXM3jwYMrLy8nJyQl4rh6I7tmzJ2Df2WefzfHHH88+++wTEJgGa+ck2sf06dNDLsbS2NjImDFjKCoqsnRKACzf7/Lycss+RVGYN28eAwcODJr5t+PuVXtQ9Ct4AYqizAAWLly4kBkzZrTviz0wEmpKoO9Y+N03ET/Nq3pZXLyYp356isXFiy373LVDQfGQnVVPo1pOs1fL4qa50hjWcxgjeo1gRK8RDOk5hKzkLNJcaaS50kh3pZOZnBlQK9uab3d8y98+/yMbVSPo7u9M5/KZN3HskGP9QfK0uz+jpKqRwpxk/nPZaHqn9SbZtIzt7qoGpt79OQAHj+zNSxdOoaKxghRnCulJ3avHpRBCRCNYSVVVVRUul4vk5OSg2XfRebT8/rrdbpYsWUJOTg59+vRptc90olu0aJFeFjNT1RZ3ioj8RNtFDxA9ja0f14JDcTCtYBpT86fy3zVfcuOC+3Gm7QDAlbEJgJoWi9jWu+tZWbqSlaWtL/g1IGsA++Ts438bkT2CrOQsUlwpJDm0jMumyk08sPgBvt7xdcDzd3jq+MvXf+HFlS9y2YTLqKpvpjzlPdIGbqM6YydHv9VIkiOJfXP3ZXzv8YzvPZ7ROaMZMmAnO+rWsrS+iNlv7GZvvZYhSHOl0TutN3lpeeSm5ZKdkk3PlJ70TO5Jj5Qe/vfZKdn+fcnOZJo9zeyp30NxbTEldSXsrtuNy+Gid1pveqdr5+ud1ptUl2T6hBCdV7Db+MGy9aJzavn9dblcCbVcth0kaLWLXh7gm3Hv9nj5w7+Xs72snod+NZ4RfVu/Ta4oCj+t70vdlt/jylpJ4dCvKG0qQvUmobp7sH//wRRk9iXJkcSmyk1sqNhAfcsVrFrYXr2d7dXb+XTrp4HDVZykOFNo8DTgVY0ViA6qq+e8yir+m5XJvExt5d215Wv545faDOIU36RY/RnN3mZ+2vMTP+35iZd5WXswE1J8cx72moZY765nW/U2tlVva3XcZmmuNBrcDaiEv4PQI7kHfdL70DejL33Ttbc+6X0sb71Sekl9lxBCCJEAJGi1i8uXafVNXvp8zW4+/LkYgN+9sox3Lz+A9OTQ356q2jreWLIdcJDl2Z+PTruWhz77macXFAEKFx8ylUNG9vYf71W9FFUXsb58PUU1RdQ111HvrqfOXceuqko2lRdTTxGlDXuDvp5H9VDnrvN/PKznMP68p4QDSrSAckZDIxf0mc4j2Vks3LnQ8lxVdVCYMYRJ+aPZWr2V1aWr/aULLaU7enPAgAmoqsre+r3sqd/D3vq9NEaYkQ4XmJtVNVVR1VTFhorQC6wlOZLoldKL9KR0MpMyyUjKICMpAxWV6qZqapprqG6qprqpGofi8GeFc1NzyUvLo1dqL9Jd6f7npSelk+ZKQ0FBURQcOFAUY9uhGG/N3mbKGsooayijvKGcsoYyappq/PuditPYdjhxOVy4FBcuhwsFhWZvM42eRpq8TTR7mmn2NpPiTLG+ubT3yc5k/2P681VUzLF/iiuFVFcqqc5UUl2pAeUkeqmRy6GNIcmRRJIjCaejAyYFCiGE6PK6fdCqKEoyoM826Lj7xS0yrfPX7vbv2rC7htvf+4V7Tw2ykq2qwssnk7JtCaOa/8QyRnL2tIGkJjk5eHghTy/QSgUWbSy1BK0OxcHAHgMZ2MM6+3hXZT1HPvQV1Y1uDh7ZmzfPGsrasrWsKVvDlqotNLgbtDdPA42eRhQUjhlyDKeNPA3XP6xtWkarLp464im+3/U9C4oW8M2aRlZtysbTUMhLfzmGvj20L2+jp5HVpav5cc+PrC9fT15aH57+1E19dT/65hbw0HnWpflUVaW2uZbKpkoqGyupaqqistHYrmiooLKpkorGCqoaq0hLSiM/PZ++GX3JT8+nT3of3F43e+r3sKduj/a+fg+763azu243pfWlITOzzd5mbeJbhLFwRWNFq0Fwd6SgaAGsM8kfzLocLryqF4/Xg0f14Pa68agevKoXr+rVGkmj4lW9pLpSyUrKIis5i8zkTH89drIzmWRHsvbemYwDB16sz9XvCqiqatmnqtp+/Tj9McD4WVC17Zb73F63NnbVg8er1eI4HU6ciu/Nt22+ANEvMlwOl/Hed5xCYCbf//VSjAsA84WF/jnrX0v9vdPhxOv1+r+W+te2waP9Hte76/2/z+Y7Jvrnl+JK8V+U6O8tY/Z9joD/62n++gX7eiqKgoKCQ3H4L9b0jwH/18d/Iac4cOAg4Mvi+354Va/ltc2v5/8et/xemn4W9ddHIeBC0XwhqY9BH2vL76X+3ulw4lK0r328Jrzq3ztU7SJQ7vYIoen2QSt2LC4ApprWZlRV5cs11pme/168nQOG53HC+BazAMs2waYvSQGOd37HT95RnDd9MAD7D+pFklOh2aOyaFNp2CGoqspN76ykulFr/v/Vuj2UVu7LAf0P4ID+B4T/HFpmNX1Z42kF05hWMI15C+bjqa8lLzOZPllGVi7FmcKEPhOY0GeC/7GVKxfzWcVuNuyuYUdFPf2zjVnSiqKQmZxJZnIm/TPj34O22dvM3rq9/vpX/1u99r6ysZLa5lpqm2upaa7B7XX7P4/MJC2IykzKxKN6KG0opay+DLfqjvs4OysVlSZvE03ewJZokah311Pvrvd3zRAiUSkoOB1O7SLCd8Gh37lAwR+cA7i9buNNdVsuhlpyKA7L+fS7KvodFqfi9Afj+vn1QNc82docxOvbwfabL+7M74OdBzDuGPkuCloyP7/lRaVH9dDsbfZfwLa82NHf65+j+YJQ/5r7NvTBBR2jmYKCw+EwLlB8FyD6hWHLi0T9Ii7Fpd2JCnZhWN1UTW1zLdXN1dQ21VLnrvN/TuYL3LSkNMtdu4ykDMtFYqrTdxdLMcba8usY7GLNfFHX8nsX8JjpotL/NfF93xQUbp5xc8ivnd0kaLVjcQEAfQa9p5E1xdUUV2k9T4f1zmDjnloAbnj7ZyYMyGZAjmkWvak3aipNHDu2gPyeWgYzLdnJxAG9+GFLGSt3VFLd0ExWauiWNR/8vIvPVlsDgRcXbuaeU4JkeINpbrkilnELv6bRzea92ucxul/PsJmCg0f29o/lq3V7OGtqYD/K9pLkSKIgs4CCzMhW5GryZcfNXRDMvKqXysZK9tbvpbKxkjp3nT/grWuu89fcBmSnTJkjr+rF6XCSk5pDr9Re/vdZSVmW4/U/nPo/PY/XyFrqGbkkRxIpzhScDifNnmYaPA00eZpo9DRa3vTH9M/P/A9IVbXA05x5bzD9LOr/WFRU/xiavc3+N/1j/+OeZhwO4x+xOUNp/kelKAr17np/KUZNUw01zYGN4e2iZx2DBRqi+9Ez8fqFbbx4VS9NauwXfiJxVDdXs5vEvQB3KA4JWhOZfYsL6EFrE1+aSgP+cNgIftxeyfPfbqa60c0Vry3njd/OIMnpQFVVtu0uR18oMFlxc+EBgy2nnT4slx+2lOHxqizeUsbsffoGffny2iZufXeV/+OsFBfVjW7eXraDa4/ah14ZEawoErC4gBG0rt5lXlQg/GzWg0cYpQwL1nZs0BqtUMGqzqE46JXai16pvTpoRN2LV/X6g+uWgbb5lq8/+DXd8gXr7WjzcWDNNujvWz6mB9n67WTAf8FhzqqYyx1a7jNn1lrSj9GDfD3QN3+u+nu36vbXK+sZO/Ota73eOc2ptbdLdaX631tulaMFXI2eRhrdjTR4jFIC85j1z8t8K19/fsvb/PpFjF4bHSwL1LIURP96hLoIsJQRmLJklu+nfmtfZ8rAtbxY9F8ohio3aJHN0ktagpWJ6Bk3/wWa6ULS8rq+1zaXdeiZU4fiwOEwvncKiuW8LTOz5p8l/edQ/16qqJafY/+XI0gCIdj+liUc4bKo5q9rsJIX/dzm8/rLK8yfv+II+B7pPxPm36dgmUPz2FuO15xZDPb9dnvd2t8Ub5P/b0u0F6MKCplJ2l3BNFeapbRG/7zqmq1JDLngjU63D1ptowc+qpcFq3cB2uquB4/ozdFj8vl+cymrdlaxYnsFN/9vJT3SkvhkVQk5pct4y3envU+6wsSB1sBoxtBcHv18PQALN5SGDFrv+nA1e2u0f/RnTR1Av55pPPjpOhrdXl5bvI3LDg1sVB4gYBlXI2hdtcNYvjWSoHVwXgaDctPZWlrHtxv20uzxkuTsGs2QRXw5FIe/x3Ci0G9bOpFJZ0J0FW6vm0ZPIw1ubU5Hg6cBtzfwwjDJkeQPVKOpa1ZV1X+nS79I1F8n2LHBaq9b1om3vFOl12b797W4WIXWSykSjQStdnEat+1/3rYHSGHigGx/hvOxsyZy/GPfUNfk4bUftvuPzXcYt51G9wmcNzZxYDbJLgdNbm/Iutav1+/hzaVFAPTJSuH6Y/bF7fHy2JcbaHJ7eXnRVn5z0NDWg0avB1p2ADAHra0s3xrKwSN683LpVqob3azYXsGUwYGrvQghhBAdQc+CZyRltMv5FUXR6lhdqfRMiez/ZHcnqSy7mNoFuVQt+Ju9Tx//Y0N7Z3L7HOu6xWlJTmYOMvq35gXpdZCa5GR/X/b1l11VVNRZa6Dqmtz85e2f/R/fcdIYeqYlkZuZwhzfpK9dlQ18tLK49fG3zLKCpaZVD1ozU1wMyolsZStzt4Ov1gUuQSiEEEKI7kuCVruY6iKT0WpaDh3Vx3LIqZP6c88pY/n1jEE8fd7+LL/5CK44xFTrGaJ36YxhuYDWHev7zWX+x1VV5f6P1lJUrgWcx47N56j98v37LzxgiH/7hW83tz7+lvWspsea3F7W764GYN+CLByOyNq1zBiWS5JTO/bTX0pocgfW+wkhhBCie5Kg1S4uI2hNwk2frJSA2k9FUThr6kBumzOGI/fLJzXJabkFr7eYakkPWkHr1wrails3/W8lLy7cAkDPtCRuPXE/y/NG9+vBtCHaLfll2yr4cXtF6PEHy7T6xrOupJpmj1YjE2lpAEBGiovJg7TXX1NczelPLmRbaV2YZwkhhBCiO5Cg1S7mTKvSzKGjekfWQNrTFHzbZHxhNmlJ2oSQ7zaVUt3QzMUvLeFf32mrVzkUuPvksfTJCqwvCJdt9c/ADJZp9WV+fzHVs46OYBKW2Z+PHkVmilZq/WNRJcc9+jXv/7QzqnMIIYQQouvp9hOx7FsRy5ppNdeztsqcaQ1RHpDscjB5cC++Xr+XNcXVnPrEQtaVaL0tM5KdPH7OJGaNCv56R4zuS2GvNIrK6/ng513MmdifTXtqWbG9guXbyimvbeKYsQXcvL+bgHDUN7ZVO6PrHGA2aWAvPvjDgVz+6nJ+3lFJdaOby19dzrcbSjlt/0KKyuvYVlrH9vI6dlTUk+py0qdHKvk9UunbI4W+PVLp0yOF/B6p9EpPjrg0QQghhBCJrdsHrdi2IpYRtKY73BwwPC+y55mzqyHKAwCmD83l6/V7AfwBa0HPVJ6/YAr7FoQOJJ0OhQtmDubOD1bT7FG58IXFAce8ubSIvas382KLx1V3Ize/s5LXftAyuklOhRF9sgKeH86g3Aze+t1M7vtoDc99o2V7X/thm/+8kUpyKvTJ0oLZjBQXToeCU1Fw+N4nuxykJTlJS3aSkqRtOxUFFfCqKl5Vyyy7vSpuj5dmj0qzx0uzx+s7v4Mkp4Nkl4Mkp4LT4dDOr4DDoaAo4HIoxnFOB0ku68fJLt+b00F6sjaW9GQX6clOUlyOyLLvQgghRDcgQatNK2LVepzoTTTGFWS0unKVRQTlAWCtawUY078Hz/16Cn17hE8mnz55AP/36Tpqm6xNj/MyUwCVvTVNNDbUQYse+4rq4dXvNuHx9ao8YnRfkl2xVaAkuxzcdPxoZgzN5Zo3f6SirjngGKdDweMN3V+u2aOyo6KeHRVB6m87AZdDoUdaEj3Tkvzvc9KTGJiTzqBcra/twNx0ememSHArhBCiy+v2QatdK2JtKm9mrG976oDIWkIBLcoDQget4/r39C8Je/i+fXn0rAmkJ0f27e6ZlsRjZ0/kP4u3MzAnnQkDejFhYDb9eqZS3ejmvnlr2Ll4edDnJtNMRmYaV8weEZdVrQ4f3Zd5fzyIN5YU4fZ4KcxJZ0AvLVjL75FKs8fLnupGSqoaKKlqpLiqgd1VDZRUNfi2tX31zR5aiW8TkturUlbbRFlt60s3ZqW6mDYkl4NG5HHQiDyG5GVIECuEEKLL6fZBq13W7230B62TCjMjf6KlPCB4TSuAy+ngv78/gK176xjTv0fUQczsffoGXU2rR2oSd508lvXZK2BB4POuPGQg586eSEZK/H60Cnqm8YfDRgTd53Q4GZCTzoAIesGqvlv+Hq+KV1VpdHtpaPZQ3+Shvll705cCdPhu8ysoOB0KSU7ttr7L9x7wlQpoJQNNbq//vHpZgVfVujY0e1Wa3VpZQZPv2GaPSpPbo733eGls9lDX5KGu2UNdo5u6Jg+1TW4q65u1t7pmqhvdqEEC7+oGN5+tLuGz1SUA9M9O4+CRvbns0GERfV2EEEKIzkCCVhu4PV7W7DUCzv6ZUdxCj7A8ALQAc2xh+6yyMSLHKGeoJ4U0tM/n0gMKIY4BazxpS21qZQWgLcTQMy3CsowE4PWq7K1tZFtpHVtL69haWsvWsjp+Lqpk095a/3E7Kup57YdtfPDTTh761QQOHx18KV8hhBCiM0nM6KKLW7atgupmxd+zQGm5HGprIiwPaHemPq1pWTlQvUv7IERHA9F2Doc2saxPViqTWyxxu6Oinm/W7+Hr9Xv5dsNeyuuaqWpwc8k/l3DZocO4+oiRuFpbllcIIYRIcPJfzAbrd1fjVkwZvmiCz5blAcHuF3cEc5/W1GzT4xK02qF/dhpnTBnI42dP4rsbDuPc6UY98T/mb+S8535gT7V8b4QQQnReErTa4Jxpg7jtlInGA620rgpgCQpV8LrjNq6omFfESjWVIEjQarsUl5M7TxrLw2dM8C8ysWhTKcc9+rWlh64QQgjRmUjQapP0VNMEmagyrS1KCewqEbBkWiVoTUQnTezPO78/gKF5WnO13dWNXPnvFa22CRNCCCESlQStdjEtLhBd0NoiKLQrSDRnWtOyjW2paU0oo/Kz+N/lBzB1iFYDu353De/+uMPmUQkhhBDR6/ZBq6IoyYqiZCiKkkFHLuPqijFobRmkJlymtcNa3YoIZaUmcduJ+/k//r9P19Pk9to4IiGEECJ63T5oRVvGtcb31iGrYQHWTGs02dKWQapdQaulpjXb2I6mPld0mH0LenDi+H4AbCur4/Ul220ekRBCCBEdCVq1ZVwzfW+zO+xVLeUBUbS8ahmk2hUkhsq0SnlAwrrqiJH+HrWPfr6ehmZPmGcIIYQQiaPbB62qqjapqlqrqmot0HH3ti1BaxSBXssg1a4gMVRNq0zESlhD8jL41eRCQJuU9c9FW+wdkBBCCBGFbh+02qazT8QyZ1pTskyPS9CayK6YPYJkl/Zr/4/5G6luiCLLL4QQQthIgla7uFKM7WjKAwIyrTYFHc2+oNWVCq4043EJWhNav+w0zps+CICKumae/XqzzSMSQgghIiNBq12cphWx2jQRy65Mq688ICmtRScECVoT3WWHDiMjWVt04NmvN1FWK5PnhBBCJD4JWu3ijDHTGlAeYFf3AD3TmqZlW/3jkZZXiS43M4WLDxwCQG2Th6cWbLR5REIIIUR4ErTaxZxpbdNELLuC1jrtfVJqi/ZdkrXrDC45eChZqS4APly5y+bRCCGEEOFJ0GoXS01rGyZi2VYeECLTKuUBnUKP1CRmDM0FYHtZPSVVkiEXQgiR2CRotUus2cmWpQS2lQfoNa2p1gBcJmJ1GpMH9/JvL9lSbuNIhBBCiPAkaLWLw2Vst2kZ1wTItMa6upew1eTBOf7tJVvLbByJEEIIEZ4ErXZRFGMyVqRBq6oGKQ+wIdOqqkbQmpTaYiKWBK2dxZh+PUnx9WxdulUyrUIIIRJbtw9aFUVJVhQlQ1GUDCA17BPiSc9QRhp4BusyYEd5gLlDgCtVWl51UskuB+MLswFYtbOKuia3vQMSQgghWtHtg1bgBqDG9/ZFh76yK9qgNUhAaEeQaF7CNallyysJWjuT/X11rR6vyortFfYORgghhGiFBK1wN5Dpe5vdoa+sZ1ojzZYGy7TasSJWy0yr1LR2WpMHyWQsIYQQnYMr/CFdm6qqTUATgKIoHdv3J9rygGABoR1BYstMq6Jon4unScoDOpn9zUGr1LUKIYRIYJJptZM/aI0w0EuU8oCWmVbze8m0dirZ6cmM6JMJwPKt5Xi8qs0jEkIIIYKToNVOen/TSG/xBysjsGMiVrMpaE1K0977Sx0kaO1s9H6t1Y1u1pVU2zwaIYQQIjgJWu2kL+UaaaAXrIzAjpZXblN5gGRaO739B5n6tW6Rfq1CCCESkwStdvKXB0SYaQ1aHpAgmVZXlKUOImFMGSx1rUIIIRKfBK12inoiVrDyADtqWiXT2pUMzEknL1MrVZEOAkIIIRKVBK12Mk/EUiOYAJPImVapae20FEXxt77aUVHPrsr6MM8QQgghOp4ErXbSJ2IBeCNYjShon9ZEqWmNcklakVAmD5Z+rUIIIRKbBK120idiQWQZyoTp0xqsptUXtLo7ttWtiA9zv9alUtcqhBAiAUnQaienKdMaSYYyUcoDgmVanaZMaySlDiKh7NevJ6lJ2p+DJVulg4AQQojEI0GrnczLn0YSfAabiJUoNa3mUgepa+10kl0OxhdmA7B6VzW1jRGUqwghhBAdSIJWO7miDFqDHZMw3QPMWeMIx1RdDPPvgx1L4zc2ETO9rtXjVVmxvcLewQghhBAtSNBqJ3OmNZKVrRJlcYGgmdZU47FIV+n67DaYfze8ekbkvWpFu5lsWmRgsSwyIIQQIsF0+6BVUZRkRVEyFEXJAFLDPiGeoi4PSOSaVnMAHuFkrNL12vvaPbBjWXzGJmI2aaAxGev7TRK0CiGESCzdPmgFbgBqfG9fdOgrRxu0BrvtHmlWM57C1bRGGkjXm2apb5rf5mGJtumZnsS4wp4ALNpUysY9NTaPSAghhDBI0Ap3A5m+t9kd+spRB63B+rTaXNMadCJWhJnW+gpjW4LWhHDu9EH+7Re+3WzjSIQQQgirbh+0qqrapKpqraqqtUDHNhmNdiKWuTzAlRb58+LNnGnVx+GMsnuAqlozrUU/QKNk9ux24vh+5GVqP5dvLd1BRZ0sFiGEECIxdPug1VaWOtAIAj1zgJqS5XuejTWtzmRw+H6Eom151VQDqsf42OuGrd/Gb4wiJqlJTn+2tb7Zw2s/bLd5REIIIYRGglY7WcoDIpg9bw4GUzJ9z7NxRSw9ywrRt7yqD7LqkpQIJIRzpw8i2aX9aXhp4RaaPV6bRySEEEJI0GovS9AaSabVdEyyL2hVveDp4EbweqY1ydRsIdqWV+Z6Vp0ErQkhLzOFkyb0A6C4qoEPf95l84iEEEIICVrtZclORpBpNR+T0sP0eAeXCPgzraZANdqWV8Eyrbt/geqSto1NxMVFBw7xbz//zWZUWZpXCCGEzSRotZMzydiOpA40WHkAdHyJgB6UJoUqD4ggiG6oMLbzRhnbmxe0aWgiPvbJ78GBw/MA+LGokqVbg1xkCCGEEB1IglY7OaMM9MzHJJuC1o6ejNXsKw8wZ1qjbXllzrTud5KxLSUCCeNiU7b1uW+k/ZUQQgh7SdBqp3hMxIKOLw8IlmmNtuWVuaZ10EzI6K1tb5qvtcMStjtkZG+G9s4A4ONVxWwvq7N5REIIIbozCVrtZC4PiGgili84dSRZs5wdGbSqKjT7gpeQmdYouwek5cCQQ7Ttqh1QuqHt4xRt5nAoXHSAlm31qvDiwi32DkgIIUS3JkGrnaKtA9WPcaVE3+M1XjzNWscCaKWmNYLxmGta03rB0EONj6VEIGGcMqk/2enaxdUbS7bT0OwJ8wwhhBCifUjQaidL4BnFiljO5OjbZcWLeQlXV1taXpkzrdkStCao9GQXp0wsBKCqwc0nv0h3ByGEEPaQoNVOziiXcTVnWqNtlxUv5iVcLTWt0ba8qtDeO1zapLLsAZAzTHts89cd33tWhHT65EL/9htLZIUsIYQQ9pCg1U6xBq3OJPvKA0JmWqMsddAzranZoCjatp5tbayEncvbMkoRR/sW9GBMf60v8Dcb9rKzoj7MM4QQQoj4k6DVTq4og1Z/eUCKfeUBoTKt0ba80mta03oZjw2bZWxLiUBCOX3/AYA2D+/tZUU2j0YIIUR3JEGrnaLNllrKA6JslxUvoTKtsba8Sss2Hht8ICi+H0kJWhPKnAn9SHZq35s3lxbJCllCCCE6nAStdnJGWZdqmYgVZZAYL5ZMa4wtrzxuaKzSts2Z1rRe0G+itr39+45fNEGElJ2ezBGj+wKwpbSOxVtkhSwhhBAdS4JWO1n6tEZS0+oLbJ3J0deQxosl0xpjy6uGSmM7Ndu6r2CC9t7bDBVbYxmhaCenyYQsIYQQNpKg1U7R1qXqx7iSrQFvImRaLZnfMEF0yx6tZrnDjG1ZZCChHDyiN317aN/nD37eRW2jdHgQQgjRcbp90KooSrKiKBmKomQAqWGfEE/RtK1SVVP3gJQWpQUJkGl1ukBx+o4JMxGrZY9Ws9zhxnbpxpiGKNqH06FwyiQt21rX5OHDn3fZPCIhhBDdSbcPWoEbgBrf2xcd+soOpzHxKGwdqCkwDZiI1YFBa6hMKxhBeLjx6JOwIDDTmmPKtJZJ0JpoTt/fVCKwVLoICCGE6DgStMLdQKbvbXaHv7qeMQ2XaTUHggnTpzXNuk8PWqPJtLasae01yMjYSqY14Qztncn+g7QLjR82l7G1tNbmEQkhhOguun3Qqqpqk6qqtaqq1gIRNBiNMz34DFfTaq4TDSgPsGtFrBaZVn1M4WpaLeUBLTKtziTIHqhtl22KbYyiXZmzrW9KtlUIIUQH6fZBq+302/zhbqmbg1pXcovygE6WaW1tIhYYk7Eqi6xBskgIx40rIDVJ+9PxwU9S1yqEEKJjSNBqNz3TGi47aS4BaJlpTYTuAWCqaQ0zntYmYoGprlWF8s3RjlC0s6zUJMYVZgNQVFEvCw0IIYToEBK02s0ZaabVXB6Q3KJdVkeuiGUOWtOt+yIuD6gwtlvLtILUtSao3pna97rJ7aVaWl8JIYToABK02s0ftEYxEcvO8oDmEMu4QnwmYoG1g4D0ak1IuZnGz19pjaxcJoQQov1J0Gq3eEzE6sjlTi2Z1hA1reGyxnpNa1KGNfjW5Urbq0SXl2n8/O2t6cCLJiGEEN2WBK12i3UilmUJ2E6aaQ1WzwrQcwA4fJ9fqXQQSETWTKsErUIIIdqfBK12i2kiVnKL1bQSJNOqZ39VL3haqXPUa1qD1bOCtrpWr8HatmRaE5I507qnO5cHeJqhscbuUQghRLcgQavdIp6IZap5tbM8QM+0Kk5rthesgXRr2VY90xqsnlWnlwhU74ImaWCfaPIk06pdfD0yHh4cBbtX2z0aIYTo8iRotZsetHqbwesNfVxAeYDLWAK2Q/u0+oLRlllWiCz721xvjDdUeQC0WM5VSgQSjdS0Aus/haod0FQDq9+zezRCCNHlSdBqN3Og522lg0DLPq0QeeeBeNIzrS3rWc3jgdC9Y8P1aNXlDjW2pe1V2/38Jrx6BuxcHpfT5ZqC1m7bPWDXCmO7UlYGE0KI9uayewDdnmVCVZM1iDWz9Gn1PceZomU+QwWIRUtg67cw6fzQ9aPRajXTmhp4XEvherTqcqSDQNx4muHdP0Bzrfazcv47bT5lRrKT1CQHDc3e7ptp3fWjsV21w75xCCFENyFBq91a1qaGiFmtfVp9B7mSoZHg5QHuJnjldKgvg9q9cOQd8Rlva5nWSMoDwvVo1VkWGGhjeUDNHqgq0sovVA94PdpksfwxkNqzbefuDPas0QJW0AItVQVFadMpFUUhNyOFHRX13TPTqqqw6yfjY8m0CiFEu5Og1W4tM62htOzTCq13Hqgv1wJWiO8kEX+mNUzQGirTqvdohdYzrT0Ktc/T09i2BQY2LYCXT9aC1ZbSesEVyyA9J/bzdwbm4Kq+DGpKICu/zafNy9KC1j3dMdNavgUaK42PKyXTKoQQ7U1qWu3mjHBlq5YTsczPDRbsNpna8OjBazw0+4JRV5DygEg6GkRa0+pwQI6vrrUt5QErXg0esOpj2bwg9nN3FsU/WT8uWRWX0+ZlaD9/1Q1uGt0hvsZdlbk0AKCpGhoqgx8rhBAiLiRotZvllnqkE7GSrc8NGrSa2kTVlcY+voBx+MoDYs20RlrTCkaJQO0eaKiKeIgW2xZp71Oz4ZDrYdZfYcpvjP27fgr6tC6l5ee4+5e4nDavO0/Gahm0gmRbhRCinUl5gN3M5QGhJlRBYJ9WMJUHBHmeJWiNU6bV6zEC5GCZVksAHkH3gNZqWsHItIKWbe03MaJh+lXthIqt2vbgA2HWX7TthipY/Iy23TIL2dV4ve2WabWuitVEv+wgPxNdVdCgtQj6ju74sQghRDchmVa7OSOYvAQxlAeYgtbGqvgsQGBZDStcy6sQrxdpTSu0mIwVQ4nAtu+M7YEzjO3UHkZAXPxz9OftTMo3W0tFIH7lAd21V6uqBg9aq2QylhBCtCcJWu1mqWmNciJWq+UBLQIVc4YzVs2moDVopjWSllcR1rRC2xcYCBW0AuSP097XlEB1SfTn7iyCBVd71ra+zG6EzJnWbhW0Vu2Aur3atr7cMEh5gBBCtDMJWu3mijBobS3TGq48AOJT19pcZ2yHq2kN2fKqwrehQEqYdlNtzrT66lldaVAwzrovf6yx3ZVLBMyfW+99tfeexrisMtbbkmntRjWt5guBUccZ29KrVQgh2pUErXaLNNNqWVygRdCq9x41a5lpjUfQ6g6XaY1kIpYv05raU+sQ0JqsAkhK17aj7SDQUAUlK7XtwsnW2mGAgvHGdlcOWv2TsBQY9yvj8d1tLxGwrorVjTKt5qB1xBHg8P1sSa9WIYRoVxK02i2SOtCW+5ymxQV0LQPegPKAOEzG0hcWgBA1rRG0vNJrWiNZoUtRjNrTaHu1Fi3WFhCAwNIAMMoDoOt2EDDXXuYOgwHTjH0lbe8gkNddywPMQWu/CdCjQNuWoFUIIdqVBK12izjTGqw8wBwktgga2qM8IJpMa7juAeHqWXV6iUB9eXRdECz1rNMD92f1hYw+2nZXzbRW7zJqL/PHWWe2x2EyVnZ6Mg7fwlqltd2wPKDXYO3iq0eh9nHVTu1CQQghRLuQoNVukdSBQusTsYI9t11qWsNkWsOVB3i9RgP2SDKtEPtkLL2eVXFA4ZTgx+h1rmWbYu8Dm8jMGeSCcdrXPKuf9nEcygOcDoWcDO17vqe6m2Raq0u0iwEwSkx69tfeexq1JZOFEEK0Cwla7RbpMq7mzKX+nNaeG1DTGofygHCZ1nClDo1Vxi37cD1adbFMxvI0Q9ESbbvvGK3FVTDmEoE4tYFKKOYMsv656tnW8i3QWBPwlGjpJQLdJtNq/pr6g9ZC4zFpeyWEEO1Ggla7WQK91hYXaDKOV3z3ZKMqD+iAmtZwLa+i6dGqs2RaIwxad/1krNwVrJ5V19U7CJhrL/UAq4+pRGDPmja/hN6rtay2Ca+3G9wa37XC2Na/pj36G49JXasQQrQbCVrtZllcoLVlXPWg1XR8qxOx7K5pDZJ5i6ZHqy6WTKteGgDB61l15g4CXXEylh6I9+gPGXnadt/9jP1xyC7rvVo9XpWK+lZ+frsK84VAfpBMq/RqFUKIdtPtg1ZFUZIVRclQFCUDCJI+bGeWW/ytZVp9+8yBamuTuNq9pjWGllf+Hq1EnmnN6A3JWdp2pJnWSIPWXkMgOVPb7mqZ1royqNimbZvLIMxB6+54dBDoZm2v9KC1R3/I7G1s66Q8QAgh2k23D1qBG4Aa39sXHf7q0U7EMgeqrbWYao+WV2GXcQ3T8sqcaY20plVRIFdve7Wx9Ww0aLO39c4B2YOgR7/QxzocWs0rwO7V8VnqNlGYl6c1L6yQNxIUp7Ydx0wrwJ6uHrSaLwTMWXrJtAohRIeQoBXuBjJ9b7M7/NUtmdZWAjJPkKDVUh7QwTWtQcsDWhkPxFbTCsZKTo1V8J9zoaku9LGlG402T63Vs+r0gM7bHJcaz4QRbMIQaBdJeSO07ZJVbW7RZM20dqGgPxhLjfAEYzutl7EIhtS0CiFEu+n2Qauqqk2qqtaqqloLhFjGqR21NpnKzF8eYDo+molYjVVtzySGy7RaJmIF+VxiqWkFmHkFpPg6AKz7CP51irXUwCzS0gCd+da5OTvZ2e0K0jlAp0/Gqi+DmpI2vUy3WmAg2MQ20O4G6CUCspSrEEK0m24ftNrOUpca5USs1rK0wdoZtbVEIFymNVwnhFhqWgHyx8AFHxiLAWxbBC8cC9XFgcdaFhWIINPaVTsI6J9LWi/r7WuI6yID3TfTOt66T+/VWr0LPO6OG5MQQnQjErTaLdwt9Zb7zIFqqBWoVDWwphXaXiIQLtOqKEZQHXQiVgw1rbqCcXDxx1qdKmjN8Z87Eva2WN5Vz7Sm9dLqN8Ppsy84XNp2V+kg0FQHe9dp2/njjBZpuj7xm4yVawpau02mNaMPZOVb9+kXBqoXaoJcTAkhhGgzCVrtFvEyrr5MasjyANNzm+uBILWKbe0gEC7TCsb4gn0usda06nKGwsWfGJOnKrbC45O14PWbh7Usq95hYMB0baJVOK4Uo2a2+Gdt1a7OrmSVsYhDwbjA/Za2V20MWjPM5QFdONPaUGX8bBWMD7wQ6GGejCV1rUII0R4kaLVbuFWk/Pv0TKu5e0CIFbEs9aymf65tDVrDZVrBCFpba3nlTA7eMisSWflaqYD/1r8K27+Hz26B548yjouknlWnlwg0VUPFltjGlUiKQ0wY0mUPNNqItXE519QkJ1kpWqa6S2daLd0Yxgfu7ykLDAghRHuToNVukWRavV5tdjtYM62hygPMpQHm25jtXdMKpvKAYC2vKrT3ab0CM1XRSMuG896Bo++FgTNBCfJjHE3Qas5GdoUSgdYmYYH2te/jyy7vXtPmGsy8LO17XlrbhYPW8s3Gdu99AvdberXKZCwhhGgPErTaLZKg1fx4JH1azZnW7IHGdtwyrYo1YDbTa3SD1efqNa3R1rMGk5QK038HF82Da9bDnH/AqOMgLQf2PQEKp0Z+rs7SQUBVwesJf5w+CSsp3bqimJk+GcvTCGWb2jQsvURgb3WClwc01cH/fg+f3Bh9qy9z/9WWE9taPia9WoUQol247B5At9eWoDXUJK6WQev277Xttk7EavYFra7U0JlSve1VsO4Bek1rLPWsrcnIg4nnaG+xyB9jbCdqBwF3k9bqa/sPcOqzMPrE4MeVb4Xildp23zHgcAY/zjIZaxX0jmDSWgh6B4H6Zg91TW7SkxP0z8p3f4fl/9K2hx8BQw+J/Lnmla7MpQC6HlIeIIQQ7U0yrXZzOIzZ65EErZaJWCECXnN5QM8BxnabM62+8oBQ9azmMbUMWj3Nxrii6dHaEVJ7Qq/B2nailgd8/wRs+Vq7OPnf5VC1M/AYVYUP/mSUkuxzbOjzWdpetbWDgGkyVqJmW1UVfnrd+DjajLr/661AVkHg/pRM4w6CLOUqhBDtQoLWRNBaHShYA0BLeUCISVzmTKv5tmXcMq2tTKIKlWmNtUdrR9FLBGqKoWa3vWNpqWoXLLjf+LixEt77Y+At7lVvw4ZPte28kTD9stDn7GMOWuPXq3Vvota1Fv9stAGD6Fc/02/5Z/a1ToA003/XpDxACCHahQStiUD/Jxgy0xoiaA05EcsUtKb2NDJAHZFpDVXT2pYerR3BXNdastK+cQTz2S1GllrPyq//BFa8ahxTXw7zrjc+PuGR0HXHAOk5xi3tNtbxWlbFqk7QoPXnN6wfRxu06pOrgpUG6PSvZ91e4wJPCCFE3EjQmgj8vU1D/MM3r3YVsjzAdIy5PCA5E9Jzte22BK2N1VBdYpwzFD3T6mmy9jxta4/W9pY3wtgu2xz6uFB2rrCuxhUvWxfBT//RtnsUwjlv4m9j9tH1Rlbvs1uh1pchnnQ+DJoZ/tz9JmrvK7dB7d6Yh2hZFas2AcsDvF5Y+Zb1sT1rI5+M1VClLYMM1trVlsx3NaSDgBBCxJ0ErYlADz5DLeMaUXlAiJZXyRlaVg2s2c5orXgVmn0Z3GGzQx8Xqs7W/NqJGLTqNa0A5Vuie27JL/DMbK1P7JZv4zcmrwfm/dn4+Kg7YdgsmPF77ePGKnjvD1pgu/RF7bGM3nD4bZGdv98EY3vnipiHaVkVKxEzrdsWBgaRjVXB64KDqQrTOcC/TyZjdSivF375nzY5UYh4qtkDT8+CB0bBjmV2j0aYSNCaCPTygGAz7iH0RKxIygOSM4xMa2NV6wsYhOL1wvdPaduKE6b+JvSxocZkCVqzox9De7MErVFmWle/C6qvFdXmr+I2JJa+YNy6H3IwjD5J2559I+T6MsMbPoNXzzCec9Q9xkVKOHqmFWDn8piHaS4PSMhMq7k0YNCBxnakJQLmGtXWMq09JNPaoVa+Ba+fDy8cYyyxK0RbNdXBa2fAzmXaHIe351p7lAtbSdCaCPSJWBFlWk2TQCKZiJWSZQStENsCAxs+NZawHH1i69kml6ne1TzuRJ+IlZZtjCvaTKs5UDVP9mmLujL44k5tW3HCMfcbbcaS0uCkfxiLKjRWau+HzYaxp0X+GgXmoDX2bII507on0VbFcjfBqne07YzeMO1SY9+etZGdI1y7q2D7ZDJW+9s0X3vvdcPXD9k6FNFFeD3w9m9gx1LjsdL1MP8e+8YkLCRoTQRhJ2KZ+7RG2fIqOcMaJMZS1/rdP4ztab9r/dhQJQuJPhELjGxr+dbI6x2baq23J0vXx2csX9xhfM2mXWqsYKUbMNUoEwCto8NxD0W30lhGrrH4RBsyrT1SXSQ7tT8lpYkWtG783Kin3u8U6GvqT7tndWTnsGRaWysPMGdapTyg3ZmXK/7lf1C60b6xiK7h4xtgzfvadkYfY7nrhY9B0dLQzxMdRoLWRBB2IlYk5QEhMq3m8gCIvu3V7tVGRqPfRC1Yak2oTGuiT8QC6DVEe99YFfnXadt3Rl9U0P5xmiegxaJ4pbVG9dDrgx83669QOEXbPuouyBkS/WvpJQLVu7TWWjFQFMXfq3VvTYKVB5hLA8aerl2Y6D+jEWdazTWtrWRas/rhnyQnNa3ty92o/W3yU+HbR2wbjugCFv0Dvn9S205Kh7P/o80jAFC98L/LQpfwiQ4jQWsiiHUilsOF/5+kO0RNa1LLoDXKTKv+SwxaljVcJi/UKl2JXtMKsU3G2rzA+nFzHVRHOMEnGFXVrvZVX+B72C1a27JgktLgwnlw7WaYcnFsr2eua921IrZzYHQQSKhMa2MNrPlQ284eBIWTtRXC9E4Ru9dEllHXg1bFqfVpDcWVDJl9tG0pD2hfu3/RygLMfnwt5gsv0c398q72dxe0sqvTnof+k2DSr2Hoodrje9ZY+2ULW0jQmghCrSKlC7WMq6KYAt4gmVZXKjhdsQetdWXwo6/dUmZf2O/k8M+xZFpNvSrNNa2JXh4AkU/G2rQg8LG21LWu+9gIhPPHwYQwS9M6kyKfeBVMnCZj6ZnW8rpm3J42ZprjZe2HRm/hsacbF1y999HeN1ZCdXH48+gBaFZB6GVxdfpELZmI1b7ME68KxmvvPU3aUr1CRKN8i1bHiu8C9pj7YdQx2raiwAmPaskfgG/+r02dVkTbSdCaCPTAU/VoheAtmYNZcyYTTKUFQWpak32/aOagJpqJWEtfNP7pT7kk8LWDCTU5TG8vlNJTC6QTkfn2eiRBa3258c/TYZogt3dDbK/vaYZPbjQ+PuoubZnf9lQwwdhuUwcBo1SlLFE6CLQsDdD1HmVsh+sgoKqRLSyg0+taG6ugoTKycYromYPWYx8w7kYseaFtrf1E9/PtI0aCZcblgd1xeg2CI3xtBFUP/O/3sXXhEXEhQWsicIWYUBXsMfNELAiepdUzrf6gNYaaVk8zLH7WeI39L4zsecFaXjXVarfzAPLHRnYeO0RbHrDlG/xX56NPNB6PdTLWkheM5446Tmtz1d7SsiFnmLa9c3nkE9BayDWvipUIda21e2HD59p237HQZx9jX2/TpLZwQWt9uVbyAa23u9KZJ2NJiUD70YNWVyr0mwRT52ofN9UYf7eECKe6BJa/om1n9IHZNwU/bvLFMPggbbtkpfyM2UiC1kQQqgtAsMdaLs3pCtIuyx+0+lauiqU8YPV7RoZp7K8gs3dkzws2EWvnCqOPaeHkyM5jhx79jYxp2Zbwx5tbXe1/gdGCam8MQWt9udFWxeGCI26P/hyx0ksEavfEfFu7t3mBgUSoa139nvEz17INWG9TABsuaI10EpbOHNhKiUCgUHX7UZ3DDSWrtO2+Y7Q7N9N+q3XQAPjuSa3Xpkhcqqr9/Yxl9cF4+v5JI7ky47LQS5Q7HHDio8Yy2oufafuEWxETCVoTQahb6v7HQkzEAlO7rCArYumZVnMNaaRBq76YAMD030b2nJbj08ddtNh4TJ/tnogcTqMFVCSZVr2eNTkTBs7QJvtAbEHrVw8YpRtTfgN5w6M/R6ziUNeaa1lgIAGC1k1fGtuj51j39Rps3LHYHSZojbTdlU5WxQrO64Ev74Z7CuGVX7XtH/7edcbt3IJx2vuMPG35YoC6vbD8X20br2g/qqqt5PfSCfDkQfa1KmuoNDKmKT1g8kWtH58zFPY9Qdsu2wSb57fr8ERwErQmgrCZ1taCVt8/Xz3YVdXA8gCnywhcIykPqCuD7d9r2wOmR3dLP1im1RK0JnCmFYwSgaodrbc3qdoFe30tkwbN1C4e9FnpVUXWDg7hlG40LhJSs+GQa6MdddvEIWjNsyzlanN5gNcLm7/WtnsODGwF5nQZ36s9YToIRLqwgM5cYlKyMqLhdnnVxfDPObDgPi3YXP8xbG3DcsfBJmEBzLxc6/AAWl/NeGR1RXzp3VGW/VP7uKka3v1DdBcxpRu1VQDfaWNt6ZIXtNpz0ALWUF1azCaburQsfi721xYxk6A1EYQNWk1/fAMmYundA3wBlrvRaAWjlweAUSIQSaZ123f4azWHHxb++GDj0cekqkbQ2nMgZOVHd76O5g9wVKjYFvq4LV8b20MO0d7rS6tCdNmDz24xer0een3bugHEomAc/tZpsWZaM0xBq92Z1t2/GFnrUHXBeolAQwXUlIQ+V6RLuOr6jtUmGwJs/CL88V3dxi/gyQOtvy9gBC2xCBW0Zg80JtxVbjP6S4vEMf8e62I1AFu/0ZasjsSGz+GZWbDuI1jxL63NWSyaG4xxOFNgephFc3SDD4Q830TOtfOMCcaiw0jQmghCLRKgs5QHhJiIpT+v5cICOn/QGkGm1ZwFGXRA+OPNWra8qiwygoJEz7JC5JOxzK2u9MAozxS0Rtr2qnyLVn8J2oSoyTH2W22LlCzIG6ltxzgZKy/LNBHL7kyr5YLioODHRFrXaqlpjaA8wOmCob6fh7JN9tfs2cXj1pYhfvkUrVYatJ8xPfD/5X+xz/L3d+xwQZ/R1n0TTS3iWvZQFvb69lEt2w5aRnz2TUZm/NNbWi+nUVVY9Hd45TRrV47vn4pt8uiPrxn/lyacHXkyRVGMMgLVA0tfiv61RZtI0JoI9LpUiH4iVsvygJZLuOr07F1TdfhbKnrQ6kyB/vu3fmxLLetzO0s9qy6SoFVVjX+IaTnaZBCwBq2lEba9Mte/7v/ryNqKtQe9RKC+HCq2Rv30nPRkfxtU22tazRPkBocKWs1tr1pZGUvPtDqSID0vstcfNtvY3vh5ZM/par55CL76G/47NuPPgt98aXQh8TTCz29Gf16vF4p/0rb77Bv497BwqvE3cXOL7K6wz5Ln4VN9Zr4CpzwNB18DB/xBe6ipGt67MngA6m7U2kyZF13RV1XcvcrXxSUKXg8sfNQ3FAfMvCK6548/05j0t+wl7QJNdBgJWhOBOXsadiJWknVfy/KAcJlWaL1Xa0OVkckonBx6NmUoLVteFS0xPu4UQaup/jFUlqx8M1Ru17aHHGT0UjWXB0Q6GcscIPYaEvq49tbGulaX00GvdH0pVxuDVq8HtvguunKGha5D7WNqe2VZDrQFPdPao1/kPXOHmUpqNn4Z+riuSlWNDJQzBeb8A05+ElIytayW3mVjWQxZqvLNxoV5/vjA/UmpxlLTxT9ZFzURHU9VYeHj8P7VxmMnPGx09DjkeuPv5oZP4af/GMd5vdrvzwvHwApfWyrFCcf8TVuxSmdetTESq9/V7oKANkkzd1h0z0/LhrGnatvVu2DdvOieL9pEgtZEEE2mNaA8wPex1639kluC1ixj21wn2Vpd6/YfjKvZaEsDIHAilp5pdSYbM30TWa9BxnaoTKulNOAQYzuzjzYLFSLv1Wqum9U7F9jBHLTuWBbTKXIztKC11M4+rcU/aStdQejSANAuEPS7AqEyrapq1KxFUhrgP/cgyPV1f9i0oPtNCNr1ozGBbfQc6y37nv1h+OHadvHP0a8uZF5quCBI0ApGdl31wtaF0Z1fxE99BfznXPjkr/gz7kfepbUH1CWlwpzH8dfUf3Q97FmnlQL8fQq8fBLsWKrtS+sF5/0Xps2FobNMtaUfQnmEd4dUVVvVSnfAlbF9bjIhyzYStCaCYA35zVotD2gR8IYqD0iLMGjdarrVMmhm6ONCMZcHNFYbWdv8cYFjT0QpWcZt4FBBq/n2szloVRSjRGDvhshqrRIlaM0fa9SXtbGDwN6aRtQYFylos0hKA0CrPdUzPHtWB/9e1e41fh8jmYRlppcINFVbS2S6gzUfGNv7HBe4f+J5xna0E7JCTcIyG3ygsd1yApjoGDuWwVMHw5r3tY8dLjj6Pq3DQ0sDpxuLQ9SXa8HqxzdYS6wKxmvlJUN9f28VBaZdqm2r3sib/a98y/gZGjYb+k2I+lMDoP8k40J/05f2te3qhiRoTQSW7gFBsjKt9WltGfBGUh7Q2mQs/daqw2XcZouGOdNatMT4p98ZSgN0egeB8i2BwYzXawRGPfoH3lrSA6Hm2shmlupBa3KmUadlh+R045b5rh9j6qOp92pt9qhUNdhU52WuYwy3ophe11pfbkwWMou23ZWZpUSgm3URWPuh9t6ZErz7yMijIcO3WMnPb0a3EIA/aFUgf0zwYwonG3+HpK61YzXXw/dPw/NHGaVPPQrhwnmt9/s+7ObAi3aHC0afBL9+H+YuCGxdN/5Mo1PHspfCtxms2gkf/Mn4+OA/R/QphWTOtkba/UC0mQSticCcLQ3WG9RSHhCiTyto9bCWoDVIyysInWltqoOdvlvD/SZZg95ImScS6bd1oHN0DtDpk7GaawODmT2rtebloGVZ9dlHOvOiAJGUCFT4amOzBwaeq6PpWYfGKqPmKwrmXq2ldtS1epph2yJtu/c+WrlGa8J1EIi23ZXZ4AON1dU2dKPJWGWbjf60Qw/R7ly05ErWAg7QSjlWvxvZuVXVCFrzRob+++RKgQHTtO2SlZEvXS2it3e9li1/70ptoYB7CmHen43/WSOOhN9+HT4BkpIJpzyjXbj3HACz/gpXrYJfvaSV+QT725icAZN8WfuGSvjp9dDn93rhncu0FnegZXZjuZNoNuYUI2he/orWRku0OwlaE4E58Axb09piIlak5QGRZFqLfjB6vMb6C23+XLymrHFnyrS2Nhlr3cfGdrBMXjSTsZrroXa3tm1naYCujZOx8iyrYtlQ17pzufHz31ppgK6PKWgNtjJWtO2uzFIytdue+rhqI1yJrrPTs6wQvDRAN/F8Y3vZy5Gdu3K70SYrXH28v55ZbdtCBiI4VYVPb4bHJ8O7V2iZxuKfjP8fihMOvxXO+k/kfacHTodrN8NVK7UFViJpQzX1N/jrYVtrf7X4GWOVvNwRcPhtkY2pNckZMOEsbbu+DH55p+3nFGFJ0JoIIi0PcKYEXnFGXB5g+sMRqnuAedKCuS4sGsHqVjP6JEZQFqnW2l7pNVqKQ8sitKT3O4XwQaueZYXE+Pq0MWjNtayKFYdMa/lWrc/nP0/S+jiufFurHQv1j8lSaxymNAAiyLSaygOizbSCqfWV2n2WfFyjB60KjDwm9HG9R2qr7YFWRx9JTeCun4ztUPWsusGm77+UCMTf/Hvh20esjyWla5N3Z1wOv/kCDrwq8o4bumjvNvUaDKOO1bb3rA7em3fPWi3ABq3k4JSntXKoeDAv/br0xficU7TKZfcABIGrSLWkZ1qDBYQt+6K2pTxAr2dVHMbttWgFG2PhFPtvfUcjVNBaucMoeRh0AGTkEiBnKNqVvxq+PCBRJmHp+o7Rbml7m2MLWjNMCwzEI9P69QNGn1M9SwLaLbkJZ8ORd2oTqnT+STdKZBddOUONzzdY0NqWTCtoQevnvozOhi9gzKnRn6MzqS2Fbb4L38IpkNW39eMnnQ/bv9O2l7+sZeZaE8kkLF3/SVoQ1Vwnk7HibeFjsOBebVtxwhG3wzDfbH6nDSHFtEthrW/y3/dPwdBDjX3uJnj7N9pCNwCHXKf9bMRL71Ha/4Kt32qlSbvXWO/giLiTTGsiCLeMqz/TmhS4r+VqWqHKA1Kz8d9GCRa0NjcYs5zzx0Fqj0hGHqhlSy7oXPWsYC34LzeVB5hnRe97YvDnJqUaAejeMAsMmHu0JkLQ6koxJie1tkpUCHlZca5pDRU4N1bC909oy9/q3I2+5YfRgu9Ibkk6k4zWVK3VtLpSY5sklz/O6ESx8YvYVu7pTNZ9ZLTLa600QLffSUZbvhWvhm/Sbg5a88OUBziTjPKM3b9onSDs4G4MPk+hs1ryAnxyo+8D3yIBMy+HvvvZE7CCdlelt28S6doP4eFx8NpZ8Pkd8P6Vpr7jU+DAq0OeJmaTfm1sx9J7WERFgtZE0DJb2pJeMhAsIGwZ8IYKWp0uSPUVjQcLWncuM7K8sZYG6K+jt07SdaZ6VoDMfONrbc60mieMtPZPWW97Vbmt9ZnRlabygJ4Doh5mu9DHXl8WdR1mXoapPKCtQaun2eif2n9/uOhjOOZ+mHCOlkEDWPQ4rPCtPV60xMimRFIaoNOD9LrSwMBG7/7Qo39sdwocDqNEoHpnTBcCnYql1dXx4Y9PzoAxJ2vbNSWw/fvWj9eDj16DtQbv4Zjrmts726qq8OO/4fVfw/PHwGP7wz0D4c4+cM8AWPtR+75+R/j5TXj/KuNj8yIBdlIUmP474+OKrVrw+vUDxqIESelw8lPtE1iPPtGXFEJbHlYmZLUrCVoTQbhMqx5MBlvi0xLwtlLTCkaJQLCJWFtMkxXaOqvS3PZKcVhrJTsDh8NYZEAPWmtLjZrf/vu33gLJXNda1kqtnqU8YFDo4zqSpSZ3XVRPzTVPxGrrAgN71xm/C/0maVmzaZfCSf/Q/vno3vujFrCag5LWFhVoybwyVrGpZtLr0QJNiL7dlZl5Sdeu3EWgqc5o7ZU30tpFozX7nGBsr/849HHVJVBTrG2Hy7LqhnRQXavXCx/9Bf57qTYZZ9tCrceovsiFx7cMqV3Z3njY8Bm8PZeQiwTYbeJ5WpnCiCOD158fdXf0K19FKilNW6YYtImCq99rn9cRgAStiaHlLf6W9OxrsExrqxOxMq3Htha0+mfYKjBwRtght8ocXPfZT5tJ3dnoHQSqd2mz/NfNA9WjPRYui5Rr+ofd2mQsPWhNyoh8hm17a0PQmpHiIi1Jy7K3OWgt/tnYbtmPc/SJ2vKPoP3M//sc4x+F4ojuoqu/qXRl+SvGds1uYyZ0jxjqWXXDZhnbXblf66YvwV2vbUdSGqAbcpCxjvu6T0IfVxzFJCz/cROM8oNo16ePlMcN716ulavonCnQc6B2cdtnP+2xur0w79r2GUN783ph3nXG379Drg++SICdHA444I9wzhtw9S9w3RatN+xxD8GZr8HkC9v39fc3lQjIhKx21SWCVkVRRiuKskRRlBftHktMwi7jqte0hsm0epqN8gBHUmBmVg9am6qtZQieZm35VtBqk9oaQJmD685Wz6qzTMbaCqvfNz4OVc+q02+xg3VVl5b0oDURerTqzGOPMmgFI9va5vIAc9Dad2zg/kOuMy4eaoqN3qAFE4wymEgMm2VkuX95xygJsEzCakOmNStfq7EF7cKwuT72cyWyaEsDdElpxipHe1aHXo5T//sE2vc4Ek4XDPJdgO9dq2Vr48ndCG/82rgF7UzRAqQbS+Cqn7UZ9Bd9ZFz0rHyrc2bh1n1k/B0bdRwcer2944lEWi/t4nXKxbDPse3/en32NSYvb/0mfOcYEbNOH7QqijIHuBvovPdeWt7ib8kdQ3lAsMbbodpe7VyhNdKHtpcGgDX729nqWXXmoLVkpZEl671v+FufuREEfs0NWh0fJMYkLF2kWeJQTzct5dometCqOKy38HUOh1YmoGeydNGUBgA4nDDNt1KP122sI97WdldmeomAu8HaVq6r8Lhh7TxtOzNfK+eIhrl13Pog2VZVhZ/f0LadKTAgir8p7VXX2lQLr55htMBLzoRz39ICJPMFaGoPONHUGur9qzvfYgeLHje2D7wqcS6wE425XEImZLWbTh+0AstVVT0JKLZ7IDGzLC4QpE9raxOxAroH+ILPYCvRmINW82Qsc/PtQQeEH284XSFoNXcQ+OEZI9u9bwRZpKx847ZkqMDPHBRlJ8gkLNAudvRJYTFkWvN8ba+qGtw0uaNfChbQghQ9c5o7PHRPxZRMOOtVSDP9XA+OYhKWbuI5RinNkue1bGhb212ZmZcy7YoNyLd/b1wEjzom+t6c5qB1XZC61m3fGV089jkuuky6eVJpvILWhkqtd7Dehi0tB379XugLpuGHw8Rzte3a3fBRJ8hU6nYsNf4/DJge3QVDdzP6JGOFrBWvdq2uEQkkbkGroijnKopSEe4WvaIohyqK8rWiKLsVRdmlKMqziqIEaXgZGVVVt4U/KsFFWh4QNNPackWs1jKtIXq1bo3jJCwwZlKmZlszd52JOdOq95IE2PeEgEMDKIqRjS3dELzVUaK1uzLTSwQqtkY9E9a8lGtZrL1aq3cZP5/5QUoDzHoNhjNf0QLtYYcZt5qjkdpT60oAWvD18xttW8K1pUEHaBlI0Jaa7GyZtnBiLQ3QZQ8wMuZbvg7suPHjq8b2hLOjO3fBeCOQiMdkrPoKePlkbfVAgKwCrXYyXO/PI+/SjgX46T+dp5vAQlOWNdHqWBNNcjqM+5W2XVdqZOFFXLU5aFUUJU9RlDeBu4BWL4EVRTkC+Ax4H8gHxgH7AV8pitIJZ+vEScvJVGZerzEhJGhNq+m57kajpjVY0JoWJNO6/BVjVnPeyPDrtUfi4Gu0SQjH3B991iVRBJvNnz0w8pnLeolAUw1UB7kJkGgLC5jpk7FUL5Rtiuqp5g4CMZcIFK80tvuOCX2cbtBMuPJnOO/t4L2MIzHtUvx9jL97EqpMmfC21LSCNqYpl2jb7oaudevQ64FVb2vbyVnRl2foRvqyre4G68pmzfWw6h1tO7MvDJ0V8NRWOZzGhXjZRuvFSLTqy+Hlk4wFRrIHajWrkTSTT8uGE8xlAldqAXAiK99q3BnIGWqsPCVCs0zI6kK/5wkkHhHFP4GNQJA1LQ2KoriAJ4Glqqrep6qqV1XVPcClwGjgz3EYS+fU2jKu5iA2WNAaqjwgkkzrV3+D/11mzAqNVwuTkUdpkxDGnxGf89khOd3Ijun2OSHyeq5wE5oSOWi11LVG2/YqDr1azTPFI71IaGudXe4w4zb17lXGhVxyJqTEuNCG2f4XGL+/PzwbvpF+Z7F5gZYZB9hvTvAV8SIx4ihje50pC7nmA2is0rbHnh5bn01z66vPb4ttkYe6MvjnHGPBi+xBcMEH1jsy4Yw8ymiNVL0LFtwX/Tg60vdPGotFTL9MuwAQrcsfa3Qk2bwgsuWJRVTiEbTOVVX1OiDcf6jDgKHAf80Pqqr6E7ABuFhRjP88iqL8W1EUtZW3Q+Mw9sTQ2kQsc7lAuGVcm2qM41u2uwJr0PrVg/DFncbHs2/S/jAJQ8t/SJGUBujMQaveJN8sEXu06ixtr6KbjJUXj16tJaZMa8t2V+3J3KBcv2MR68ICLWX21oIu0LK4azrhLPJgfvy3sa0HZLEonGKsOrb+EyOw/PE145hoSwN0486AjN7a9k//0eoNo1FXBv880bq4wYUfxnaxefQ9xh2vpS8mbqlIfQUs+6e2nZZjlM+I8MzZ1u+fCn2cnSp3wIL7tQUj6svtHk1U2hy0qqpaFP4oAPTL3Z+C7PsR6A/4u/+qqnqmqqpKK2/z2zbyBNJaptXcmirciljmP4DhMq1643SHC+b8Q7ulL7NCrcyTsTJ6w4CpkT/XnCE018Tq9NWwktKt35dE0IZerXlxybT6Ogdk9NZuCXeUoYcay0Hq2loaYDbtUmM7Uf+ZRaOx2mjh1HMgDGxDPbzTpU1YAm0SXMkqqNpldO3IH6e144tFRi6c8gz+8o8Prwl+IRlMXRm8dKLxM5kzFC74MPbJeWm9YOpcbbu5DpY8F9t52tvSF40LtykXh54MKQLtd4pxAbbkOdidYCvhlW6EZw+HL++Cty6G+4fBi8fDwsfCLz2eADqy4FD/T7gryD5fBMWIIPvahaIoAxRFmWF+AzowrWNimUzVMtPaGPw4nXlylvmKKVzLK9Ca2p/1H232tAhkzrTuc1x0t8dyhhoTL7Z8G3hLUs+09hyQeBcLlu4HbVgVK5aJWE21xi21vmM69mujKNbAEto+CcusYLwR2G1bpLWa68xWv6cFXqCVArW1ft1cIrD+Y/j5deP2dKxZVt2wWXCQb9355jp448LwPXP1gLVED1iHaSUBbb2QmfobY9XA759OvGU/3U3GRZUzGab8xt7xdDYpmTDrr9q21w0fXRdbSUp72LseXjzOSFqBVh645Wv45EZ4fH94dBLsib5zTEfpyKBVn6QVbDF2/bHsaE+qKMoERVHmA0cDRyuKMl9RlDBTjgG4GFjY4u3paF8/LhTFyJi27B5gLhcIWh5gesySaQ1SHpDWC9LztO2M3nDhBzDi8NjG3B2YV0vSb+1GSlGM9mE1xdYJTe5Gow4w0epZwdf9wHf9uHd9VH9wczPamGndvRr/UpEdWRqgG3eGkSWBtre7amn6b43t75+M77k7mvnW/bgz236+4YdpfXlBa321wnd+hwvGxGGN+0Nv0No2gVa3/NFfQh/bMmDNHa4FrD36tX0cGXnG7fba3VrJQiJZ9bYR1Iw7A7I68G5HV7H/hcYk0k3zrR027LJnnS9g9f3vGXQAzLrR93/OlByo3pWY/5d87JjaHddLDlVVV6iqeqiqqvm+t0NVVf05/DN5DpjZ4m1uPMcWFT34DJiIZfo43IpY4TKtDqfWHujga+E3X0K/ibGPtzsYfhic/DSc8S9rv8dIDTb1vDUvI2np0Zqgfxz0EoHmWmOVqAjkZCT7k6Mx1bTGMgkrnpLTYZKpJk3vWRsvo44zzrnyLW252M6oYrvRQqpwSvgFNyKRngOFvhKc7d9rK2QBDD9CqwluK6cLTnvOuChZ+gKsfDvwuGAB66/fhx4FbR+Dbsbv8QcKCx/TusQkAlWF7/5hfDxD2lzFxOmCY0wT7T7+i72r4e1eowWs+oI2gw/Slrw95M/wm8/hmnUw5+/avI19joekVPvGGkZHBq2VvvdBoinSWxzT7lRV3a6q6iLzG7Ay7BPbi37rP2AiVphMq6U8IExNK8DA6TD7r4nV0D5RKYp22zOaCVhmg0yBrrkXbiL3aNXFuJyr06GQk96GpVyjbXfVHmb+QVvVKX9s/JeAdLqM9leeJljyQnzP31F+fh1//mF8HLKsupFHBT42oQ0TvFrqWajV8Ove+R28fIo2KWXTfK1sp70DVtC6VegLlZSut3ZMsFPRYmPC2bDDImvnJYIbfKBW3wraz5W5521H2r1aC1hrfRfIQw6Bs1+3xgiZfbQFMM74F5z6jD3jjFBHBq36f75gv/36PZfuu2Cvvzwg2olYocoDQgStouPkjYAMX99bc11rxXbjmIQNWmPvIKDXtcaWafUFC84Ua+DckTJyYe6X8NtvrKUC8TLpfHCladtLnrP+jncGqmp0DXAkGf+Y46Fl0JqaDSOPjt/5QbsQ0TuluBtg4+fapJR/zoGHx7Z/wKqb+Udje+Gj7fMa0frBVCHXsr5bRO/IO4zf9W8est5l6wheD7x5EdT5VrkfNhvO/k+nnljXkUGr3jE62D2/ccAOtNZX3ZOeMY16IpYpaLWUB3TftRoShqIYjc2riowMayL3aNW1oYOAXtdaWtuIGs0EBK9XmzUOWoYn1oUCEl16jtHDuKZEKxPoTHYuM34mRh0dOMGzLfqMhh6mOuKxp8Xe+7U1h98Gh1wHeaOC72/vgBW0JVEHztC2ty2C7Yvb77UiUV1iLOTQa7DRzUHErmchHPQnbbu5Dj69uWNf/+c3YPcv2vbAmXDma5CU1rFjiLOODFo/BzYDJ5sfVBRlHFrXgOfVqP7DdTGhJmKF7dNq+seuLxIAkmlNFJa1z30lAp0haM0ZAoqvW0K0ba+ytJ/TZo9KVX0UTfTLN2s1tBB++dbObpppQtbnt2vtozqLePVmDUZRtEDYf/42dg0IxZUMs26Ay3+AazfD2W/AQddoCxGMOq79A1bdzD8Y2wsfCX1cR1j2Enh9d/qmXCKLCcTLzMuNv/Mr37Ku+Nae3E3w5d3Gx8fen9C1qpHqsKBVVVU38Ftgf0VRrlMUxaEoSh7aKlm/AH/rqLEkJP02f8tbhZbygDDLuJpJ0JoYBpkmY21tEbS6Uo2m54nGlWK0/Iq2PCDDtJRrbRR1rcWm+ZN9u3jQ2mdf0+pIOxN/dSSdu0lrSA5a0/nhR8T/NQ7+M4w5FY64Awr3j//5W0rP0ZaRPewm+PV7cNarHROwglb6oN/VWP2+fSsoeZphyfPatitNFhOIp6Q0OMoUPL5+fsf0bl32knF3b8xpXSYR0OagVVGUsxVFKQb0extnKIpSrCjKqpbHqqr6CXA4cAJQDPwMrAYOUVXVllSDoijJiqJkKIqSAdh3GaJnTAMyreFaXoW4har32RT26r2PURepdxDQg9bsgYnXo9VM/2davTOqTGDMq2KZg9Yu8ge2VUfcDim+ToDfPQElv9g3lp/fhCcPhH+dBp/cpLWb2rlC65tbV6Y1Hd/2PSx63JjwOfY060TQeMnKh9OehwP+EP7Yzs7hMM3QV+Hbh+0Zx+r3jFZI406Pb8mH0Gbkjz5J264vh5dPgvIt7fd6TbXaMu2g3TGbdUP7vVYHi2EhZytVVV8FIl4Xz7eSVQz9g9rNDcAtdg/CH5AG9GkNk2nVe7y2fJ5kWhODw6FlW9e8r131lm1K7B6tZnkjYN08bXvveug/KbKnxboqlnn51lhXP+pMMvto2b0Pr9GakH94jdYLtKMvZHb9CP/9re/W8M+w4dPInhfPrgHd2bgztNu4NcWw/BU44Eqtu0BH+sE0Y1wWE4g/RYFTnoaGCq1LRfUubeLfRR9rF2nx9v1TRnurSed1/M9TO7KjT2uiuRvI9L3Ntm0UkdS0BgtaIXiJgASticNcIvCTqVVQvHuAxluMHQRyTUFraTRBq97uKnsgpGVH/rzObPJFUDBB2976bcc3mm+qhbcuMWoZI9V/f60tmGi7pFRtGW3Q5iXMv7djX7/4Z9i2UNseOAMKbOiP3B24UuCMV7S+xqBlWl8+2dr1Jx7qy42MvStVm3DYhbQ509rZqaraBDQBKIpi33p6IYPWMOUBoN2ia3kXVroHJA7zIgPmVYQSPtMaWwcB81KueyMtD6gr0zosQNevZzVzOOG4h+DZwwBVW0px5NEdF7R/fIPxvR06C854Wft492rtrWyz1h4nPVerYU3P0eqwh81K7NKWzmbSr7W2VxXbtBnfB14FfUd3zGubs6xTJcvarlIytab+Lxynrcq2+xd45XQ4/3/avnhY+Bg0+FreT/1NfFZxSyDdPmhNGHrQqnrB49aakEP4Pq2hHpdMa+LoO0arXWystNYxJXzQGtsCA3mmpVxLI52IZS4NsGP5VjsV7g/7X6Ct0FS7B764E457oP1fd/V7sPRFbTstB056AlKytCxq/w6YACUMrmQ45Hr432WAqvWNPfOV9n/d+nLf3R8gMx/2iXEhFRG5tF5w3n/h+aO0jik7lsCHf4aTn2j7uatLtPp40Oa1HHh128+ZYCRojYHb7aa4uJjGxka88Vp+b8CvoNeh2vaGDUa7EcdwmOabWVyXBeuD3KYdf32LJeIU2Lyty2RCFEUhKSmJrKwsevXqhdLZPi+HEwbNCFz1JnuQPeOJVHoOpOdpjamjKA/IyzJlWqsjzLR2t0lYLR12M6x+F+pKYfGzMPGc9l1muWonvHuF8fGcv3fcjHkR3Lgz4Jv/01bIWvM+7FgWcR15zJa/Am7f/47JF7bPxDoRKKuvll197kitlvnHV2Ha3Lb/zn/9oNYPFmDmFV1yQp3UtEbJ7Xazbds2qquraW5ujq55emtyh2u1LoVTrMFmVr7xeGqP4M8tGGccUzhFa1rd2QK7EFRVxe12U1dXR0lJCZs3b6a5Ocr6u0RgrmvVJXqmFYwSgbKN2h2ACKQnu0hL0i66Is606ktHgn3Lt9opPUfrJgCACh9c037r0Xu98N9LjcVIJl8U/+VqRfScLuss7y/ubN/Xa6rVukEAOFxatl90nF6D4EjT9/jjG41VE2NRtVO7WwNaOc+My9o2vgQlmdYo6RnWHj160K9fv/hl/cq3Gq1k+g41WllV7dKuxADyBga/7b97jXG1DNrSivk2LYHZDlRVpbm5mZKSEmpqaigtLSU/vx1mXLanwS2CVleqNns80eWN0CZpeJq07gcRzkLNzUymqLw+spZXqmosvJCeZ/SH7W7Gnw3L/gnbv9duGa54RZv5G2+LHjManOeNgiPviv9riNiMPgn6PqQtJbvxc9i60FhVL96+fcToZDL+zPaZxS5aN+ZU+O4f2ipzW7+BNR/AvsfHdq5vHzHmxBzwR63UpwuSTGuUGhsbURQlvgErWDOjlqstU7ZFCfHtajmOUMd1UoqikJycTP/+/VEUhZqaGruHFL388dbeuT0LO0c2PMYOAnrbqz2RdA8o32JMwhp8YOf4urQHhwOOfcD4/f3sFuvSzPFQuhG+8AWpzmQ49dlOvQ55l+NwwOwbjY8/v6Nt2bdQKnfAt49q20kZMPum+L+GCM/hsC488OnNgQsMRaK62KhPT8+FyRfHZXiJqGtFNzGIdnEBr9eLw+GIf12lJdA0BaqWP1ghXrPlWBxd89vqcDhwOBzxK8noSE4XDJxmfNwZSgMg5g4C+gID1Q1uGt2e1g/WF10AGHJQNKPregrGabfrQatvNS/D2FaqqvWC1TuSHPoXaW+UiEYeZbRF2rZQy7jG2+e3GXfnDrpKsqx2GjQD9vVNgCvbaKxMFo2Fj4Hb1/xoxuXx60SQgLpmdBOdG4Aa39sXkTyhfSYChci0mrdDvm7LTGvXXTO6003CMjPXtXaaoDW2DgK5pg4CZbVhMgfmoHVwNw9aQcu0pedq24ufhV0/xee8q96Gjb4/cb331SZqiMSjKNbM58c3asusxkvRUqMfcM8BphW5hG0Ov00r6wNYcG90d1hqdsPi57TttF5dvm2ZBK2JsrhAm8oDHK1/LBLDsFnGdp8O6sHYVtkDjZZqMfZqbbWuVVWNoDWjtzWz212l9YLDb9W2Va/WDqetdxcaKuGjvxgfH/9/oZeAFvYbeggMP1zb3rMaFv09PudVVfjY9HNw+K2QlBafc4vY5Q6DqXO17fpy+CqKlncLHzOy5tN/32VrWXXdPrpRVbVJVdVaVVVrAfsWF7BkEENkWiMtD5CgNTH1m6gFCwf8ESacY/doIuNwGtnWklXgDXOr38e8lGurda1SzxrchHONXqnbv2v7Sllf3Gks6zjxPO2WpEhsx9xvXDAuuE9beKCtVr2tTfQDrQRhzKltP6eIj4OvgdRsbfv7p7Qlv8Op3avdjQFI7am1zeriJLpJGHEsD3B03fKATm/yRVpro85Uc6QHT0012ipJEYg407rla2N78IGxjK5rcjjg2L/h/93+5CZjlZto7VhmrHqUZm6tJRJa7jBjedfmOpjXxuU4mxvg01uNj4++Vy4SE0l6jrHkqrcZ3r86fNu7RX83+rJOv0wLXLs4CVoThTk7qnqDb4f6A9PO5QGKonDBBRfYfg5hkwFTje2iHyJ6ijnTWtpaptVSz3pwtCPr2vrvD5PO17Zrd0f2T6wlrwfevxL/3Zsj7+ySDce7rAP+qPXwBlj7odYSKVbfPgKVvmzt2NOhcHLbxyfia8olxvd705fw1d9CH1tXBj88rW2n9IBpl7b/+BKABK2JIlR5AFIeIGxWaA5al0T0FHOmdW+ooNVSz9rHOulLaA67RcuOAqx8U6tHjKa+9YenjYUbBh0AE86O/xhF+3GlwHEPGh/Pu05bFCBaS1+E+b5OFK5U7edKJB5XMpz2vFEWMv8eY/JkS988pN39Ai1gTevVMWO0mUQ3CSNceYAi3QOEPXKHG7VW22PJtIYoDyjfDFU7tG2pZw0uI1dbg97l68b3/ZORT9L4/in42LfCksOlBT/yNe58hh6qZUYBKrdr9a3RWPoSvPdH4+Mj74TsAXEbnoizgvG+0iAAFd66ROurq3M3at/PhY9pHydnaqUB3YQErYnC0j0gSJ/W1rKnLffFqU/rCy+84F956j//+Q/5+fnk5+fz29/+FoCmpibuuOMORo4cSd++fenfvz8XX3wxO3fujPgcohNwOIy+kaXrtdtSYfRKT/b/SO8N1fLKUhog9awhDZoJp79kXIx+eafR4iYYr0fLyM271vhbcuhfoM++7T9W0T6OvAtSfPWKi/4OxSsje96yf8J7f7Cep4u3ROoSJp2vrZAHWr/mNy7Q2p5V7oAXjjEWEkDpdiU/3T5ojXZxgXYciWk7SMur1jIk7VQecOGFF1JcrC0he8YZZ1BcXExxcTFPPvkkXq+Xk08+mccee4xXXnmFkpISli5dypo1a5g2bZr/ea2dQ3QietAKEZUIOB0KOelaicDe6hDlAZvNk7CkP2urRh0Nc0xtjz74E6x8O/C4xhr49zlaRha0vwVH32dM6BGdU1ZfOMzXu9XrhheOheWvtF4qsuxleNccsN4JM6Una6egKNqdkT77aR8X/QBvXgRPHQw7lmqPpfaEc96AyRfaN04bdPuglRgWF2gXlolYIcoDQj+5xYftXx7w6quv8uGHH3LttdcyZYoW0OTn5/PII49QVFTE9ddf3+5jEB1ogDloja5EoLQ2SNBqrmfN7Cv1rJGYcJZpyUcV3p4LL58M7/xeW+5z8bPw4rGwbp52SFI6nPkqTJe7Gl3C5IuMBUoaK+F/l8FrZ2lLeOpUFXYuh4//Cu9egT8BcsQdsphEZ5OcDr/6p7H89+p3oW6vtt13DMydDyOOsG14dpGgNc6LCzz66KOMGDGCESNG8NNP1pVsPvroI/++N954w7Jvy7ZtjDhgDiMOmMOd95kK731B636HnMSIESM4//zzA17zlHMvZsQBc5h63HnaA6YAeNeuXW39lIL6z3+0vpHHH3+85fHJkydTUFDA22+/jccTWU9P0Qn0n4z/4ijCulZ9MlZpTVPg0rtlm6DaV0Yi9ayRm/F7OOhP2ra3WZukseJf8PUDWvZVn3SVmQ8XfgijjrFvrCK+HE449y3fCla+35d18+Af07WWZp/cCI+Mg6cPhUWP4w9YD78NDvhDiJOKhJY3HOY8bn1s7Olw8aeQM9SeMdnMZfcA7KaqahPQBKAoSpsXFygrK2PDhg0ANDZaM0y1tbX+fVVVVZZ9zc0eNmzZDsDe0lLzCAHYuHU7jY1NDBwYuPzn9h272LBlO3k52doDpqDV7Xa35dMJSf88CgoKAvb169ePpUuXUlJSQr9+/drl9UUHS+2h1UTu/kW7PeX1hO0HnOvLtLq9KlX1bnqmm1ZgknrW2M2+CVxp2hrlNcXWGnjQbime8zr0LLRnfKL9JKXBUXfBPsfDO7/TJjPWl8OHQco/ktK1LgGSae/c9jsJav4Gy1/Wal2nXNKtL/K7fdAabzk5OQwfrvVZS0lJsezLyMjw7+vRo4dlX1JSMsMHazM683JMrSt8/5CGDR5Ak0ehf//+Aa85oH8/KspK6ZXtO6dpIpbL1T7f4oDMWYT7RCdWOEULWptqYM8a6Ltfq4fnZhhtr/bUNLYStEo9a1QUBQ75s/bmcWs9XKt2aZlrxaktFyxLc3Ztg2bA776Fz241enWCNpN85FEweo62DGxyhm1DFHE0bW63WO0qEhK0xtkf/vAH/vCH4Ldijj76aNavXx903+Bhw1n/7f+0D1ypWlmAovjLA1Z9/QH0HhX0uW+/9pLWCkVnqmkNlgmNh5EjR7J27Vp27txJz57WVTh27dpFVlYWffv2bZfXFjYZMBWWvaRtb/8hbNDaO8u6wMDwPr5VwFTVWAkrs6/RTFtEz+mCHv20N/a3ezSiIyVnaK2R9jsZ1s6DgdNh2Gy5YBFdmtS0JgpXiraqBYC7ARoqfDsiaXnVvosLpKen+8sMdu/ezeWXX86vfvUrAD74wLpCy5IlS9i1axennnoqTqez1XPU1NTEdZyinVkWGVgc9nBzprXU3PaqbBNU+2qtpZ5ViLYZNBOOvAP2OU4CVtHlSdCaSLJMWdHqXVpGyl+v1lrLq/ZdxnXfffdl7dq1eL1ePvzwQ1577TXOOussjjnmGP72t7+xeLEWwBQXF3PllVdSWFjIPffcE/YcGRly66pTyR1urG0dwWSsXNMCA5ZVsbZIqyshhBDRk6A1kSSnG0GBu1ErsNe1mo1q30zro48+SlNTE3379uWee+7hxRdfxOl08s477/D73/+es88+m759+zJp0iRGjhzJ999/719QoLVzKJJh61yiXGQgz7KUqynTuvo9Y1uCViGEEBGSmtZEk5UPDZXadrWpXVWkiwsojrjfbp05cyY//vhjwOPJycncfPPN3HzzzTGfQ3QyhVNhw2fadtESGHlkyEOtS7n6Mq2bvzae32c05A5rr5EKIYToYiTTmmiSTNlWj3n5ywiXce2AhQVEN2ZZZKD1utZcU6a1tKYJvF749CbjgMNvlXpWIYQQEev2QWviLONqkhVkxn+k5QFxLg0QwsK8yECYlbHSk12kJWkXUXtrGmHV29pqPaCVBYwInaUVQgghWpIIJ1GWcTVLSoPUbOtj0ZQHCNFe9EUGAIp8iwy0Ii9Ly7ZW1dTC57cZO464XbKsQgghoiIRTpyXcY2bLOtEpohbXjnkWyraWeFk7X1TtbbIQCtyM7S61sNr3oWKbdqDY06D/pPac4RCCCG6oG4f4aiq2qSqaq2qqrVAm5dxjZukNEg1rYzVWssrpKZVdCBzv9Ywra/yMpPpQQ1zeUt7wJkMh93U6nOEEEKIYLp90JrQsvLxB6uulNDHSXmA6EgDTEHrtkX+VduCyclI5jLXu2QrtdoDU+dCr8HtOz4hhBBdkrS8SmRJqZA3EjyNgTWuZuZA1SGZVtHOckdoHS4aKuGn/8COZTDmVBhzirHUsKpC7R4mun/mFOfHAHiSe+A86E82DlwIIURnJkFroktOB9JbP8aZBOm50FitvReiPTkcsO8JsPxf2sel62HBvdpb3ihA1epX3Q2cBf6bBVtH/46h6Tk2DVoIIURnJ0FrV5E90O4RiO7k+Edg6CxY9V9Y/6l2NwBg79qgh2/x9mVl4ZkM7cAhCiGE6FokaBVCRM/pgrGnaW8NVbD2Q1j5Nmz5RisdyB4IvQaxxZPLP1Y084VnEr9rkBZXQgghYidBqxCibVJ7wPgztbcWqosqeX3pN4BpKVchhBAiBjLVXAjRbnJMS7mW1Ta1cqQQQgjROglahRDtJjfDCFpLJWgVQgjRBhK0CiHaTWqSk4xkrQ2bZFqFEEK0hQStQoh2pZcISNAqhBCiLbp90KooSrKiKBmKomQAqXaPR4iuJidDW81tr0zEEkII0QbdPmgFbgBqfG9f2DyWhPLZZ5+Rn59PcnIygwcPZs2aNRx99NEUFBSgKAqHHnooAIsXL+aYY44hJyeHnJwcJk2axHPPPec/T1VVFfn5+WRmZqIoCl999RWnnnoqhYWFZGVlcfzxx7Nx40abPkvR3vS61uoGN01ur82jEUII0VlJ0Ap3A5m+t9k2jyWhHH744RQXFzNz5kxqamr405/+xBNPPMGuXbu47rrrAJg/fz4HHXQQgwcPpqioiN27d3PllVcyd+5cbrnlFgB69OhBcXEx11xzDQBz587l8ssvZ/v27fzyyy9s27aNgw8+mL1799r2uYr2Y56MVV4nJQJCCCFi0+2DVlVVm1RVrVVVtRZosHs8iaq0tJSbbrqJIUOGAHDZZZdxxRVXMHfuXPLz83n00UdJT0/H5XJx/vnnc+qpp3LPPfdQXFwccK5zzz2XWbNmoSgKAwYM4KGHHmLnzp3cc889Hf1piQ5gbntVWiNBqxBCiNjI4gJxdM6z37GjvN7uYQTo3yuNVy6Z3qZzpKSkMH26cY6BAweyZ88e1q9fzwUXXEBSUpLl+ClTpvDGG2/wxRdfcPbZZ1v2zZ5tTWgfeuihJCUl8d577/Hggw+2aZwi8VjbXkldqxBCiNhI0BpHO8rr2VJaZ/cw2kWfPn0CHtuwYQMAb7zxBvPmzbPsc7vdZGRkBM209u3b1/Kxy+Wid+/ebN68OY4jFolCn4gF0kFACCFE7CRojaP+vdLsHkJQ8RiXwxG6kuSSSy7h4YcfbtP5GxslA9dVWTKtUh4ghBAiRhK0xlFbb8F3NiNHjgRgx44dQfd/+eWXjBkzht69e1seLykpYdiwYf6Pm5qaKCsrY/jw4e03WGGbXFnKVQghRBx0+4lYInYTJkxg1KhRfPLJJ9TU1Fj2LVq0iCOPPBKPxxPwvPnz51s+njdvHqqqcuKJJ7bncIVNcmQpVyGEEHEgQauImaIoPPPMMzQ1NfHb3/6WiooKAFauXMmFF17In//8Z/Lz8wOe98EHH7BgwQIAtm/fzk033US/fv24/vrrO3L4ooPkmmpaS2WBASGEEDGSoFWEtGzZMvLz81m4cCHbt28nPz+fOXPmWI456KCDWLhwIVVVVQwfPpx+/fpx7rnncuWVV3LXXXcFPe9jjz3Gs88+y8CBAxk9ejQDBgxgwYIF5OXldcSnJTpYWrKTtCQnIOUBQgghYic1rSKkSZMmBZ3939LEiRN59913Iz5vTk4OL7/8cluGJjqZ3MxkisrrJWgVQggRM8m0CiHand5BQGpahRBCxEqCViFEu9MnY1XWN9Ps8do8GiGEEJ2RBK2i3VVVVZGfn88DDzwAaKtlXX755TaPSnQk8wID5ZJtFUIIEQOpaRXtrkePHhHVxoquy9yrtbS2iT49Um0cjRBCiM6o2wetiqIkA0m+D+U/qRDtwLwqlkzGEkIIEQspD4AbgBrf2xc2j0WILkkWGBBCCNFWErTC3UCm7222zWMRokuyLOUqCwwIIYSIQbcvD1BVtQloAlAUpcHm4QjRJZknYkmmVQghRCwk0yqEaHe5Uh4ghBCijSRoFUK0O2t5gAStQgghoidBqxCi3aUnu0hN0v7cSPcAIYQQsZCgVQjRIXJ9da17a2UilhBCiOhJ0CqE6BB62yvJtAohhIiFBK1CiA6h17VW1DXj9nhtHo0QQojORoJWIUSHMC8wUF7XbONIhBBCdEYStAohOoQs5SqEEKItJGgVIX322Wfk5+eTnJzM4MGDWbNmDUcffTQFBQUoisKhhx4KwOLFiznmmGPIyckhJyeHSZMm8dxzzwWcr66ujquuuoq+ffvSt29fJk2axDvvvMOhhx6K0+kkPz+fF154oYM/S9FRLAsMyKpYQgghoiRBqwjp8MMPp7i4mJkzZ1JTU8Of/vQnnnjiCXbt2sV1110HwPz58znooIMYPHgwRUVF7N69myuvvJK5c+dyyy23WM532mmn8cwzz/DKK69QUlLChx9+yOOPP86qVasYMGAAxcXFXHjhhXZ8qqIDmHu1ygIDQgghoiVBq4hIaWkpN910E0OGDAHgsssu44orrmDu3Lnk5+fz6KOPkp6ejsvl4vzzz+fUU0/lnnvuobi4GIB58+Yxb948rrjiCg4//HAA8vPzeeaZZygrK7Pt8xIdR8oDhBBCtIXL7gF0KS+dCJXb7R5FoJ4D4NfvtukUKSkpTJ8+3f/xwIED2bNnD+vXr+eCCy4gKSnJcvyUKVN44403+OKLLzj77LN5913t9Y844gjLcUOGDGHIkCG43e42jU8kvhxZylUIIUQbSNAaT5XboWyT3aNoF3369Al4bMOGDQC88cYbzJs3z7LP7XaTkZHhz7Ru3rwZgIKCgoDzFBQUsH17Agb7Iq5yTTWtZbLAgBBCiChJ0BpPPQfYPYLg4jAuhyN0Jckll1zCww8/3OrzVVUFoKlJMmzdlaWmtUZ+DoQQQkRHgtZ4auMt+M5m5MiRAOzYsSPo/i+//JIxY8bQu3dvhg4dCsCuXbsYP3685Tg9Gyu6tvRkJykuB41ur5QHCCGEiJpMxBIxmzBhAqNGjeKTTz6hpqbGsm/RokUceeSReDweAE488UQAPvzwQ8txW7Zs8ZcOiK5NURT/ZCyZiCWEECJaErSKmCmKwjPPPENTUxO//e1vqaioAGDlypVceOGF/PnPfyY/Px+AY445hmOOOYbnn3+ezz//HICSkhKuuOIKCgsL7foURAfLyZSgVQghRGy6fdCqKEqyoigZiqJkAKl2jyeRLFu2jPz8fBYuXMj27dvJz89nzpw5lmMOOuggFi5cSFVVFcOHD6dfv36ce+65XHnlldx1112WY998800uueQSzj77bP+5rrnmGgYNGtRqzazoOvQFBsrrmvB4VZtHI4QQojORmla4Abgl7FHd0KRJkyKqN504caK/pVVr0tPTefjhhwMmbZWUlJCbmxvrMEUnkucrD1BVLXDNy0wJ8wwhhBBCI+ktuBvI9L3NtnksXdrJJ58cMGmruLiYzZs3+5eEFV1bjiwwIIQQIkbdPmhVVbVJVdVaVVVrgQa7x9OVrV69miuvvJLy8nJA6yRw8cUXk5OTw9VXX23z6ERHyJG2V0IIIWLU7YNW0XFuuOEGKioqGDt2LL1792b8+PFkZ2ezaNGioIsOiK5HlnIVQggRK6lpFR3m/PPP5/zzz7d7GMJG5lWxSmVVLCGEEFGQTKsQosNIeYAQQohYSdAqhOgwUh4ghBAiVhK0CiE6jHQPEEIIESsJWoUQHSYzxUWyU/uzIzWtQgghoiFBqxCiwyiKQq6vrlVqWoUQQkRDglYhRIfSSwSkPEAIIUQ0JGgVQnQoPWgtr2uipErW8xBCCBEZCVqFEB1q8qAcALwq/OXtn1FV1eYRCSGE6AwkaBVCdKi5Bw9lSF4GAF+s2c0bS4tsHpEQQojOQIJW0eG2bNmCoijceuutdg9F2CAt2ckDp4/DoWgf3/HeL+ysqLd3UEIIIRKeBK1CiA63/6AcfnPQUACqG91c99ZPUiYghBCiVRK0CiFscdURIxnRJxOAr9fv5ZXvt9k8IiGEEIlMglYRVnFxMZdeeimFhYXk5+czYsQIzj77bD7++GPWrl1Lfn4+aWlpKIpCUVERc+bMoW/fvgwcOJC//OUvuN1u/7luv/12pkyZAsADDzxAfn4++fn53HXXXXZ9esImqUlOHjh9PE5fncDdH65mW2mdzaMSQgiRqCRoFa0qKSlh2rRp/Pjjj3z//fcUFxfzySefsG7dOs444wxGjRpFcXExZ5xxBgBXX301Dz/8MCUlJdxzzz3ce++9PPbYY/7z3XzzzSxevBiAa665huLiYoqLi/nrX/9qy+cn7DV+QDa/O2QYAHVNHi5+aTHv/7STZo/X5pEJIYRINBK0ilbdcMMNbNu2jWeffZb+/fsDMGTIEB599NGgx5999tkMGTIEgHPOOYfCwkLeeeedjhqu6IT+cNgI9snPAmD97houf3U5B933JY9/sZ7SGlnqVQghhMZl9wC6kks+uYRdNbvsHkaAgswCnj3y2aif5/V6eeuttygsLGTMmDGWfdOnT+ett94KeM7MmTMtHw8YMICdO3dG/dqi+0h2OXj6vMlc8+aP/LC5DIDiqgYe+GQdj36+gRnDctm3oAf7FmSxb0EPhuRlkOSU620hhOhuJGiNo101u9hW3XUmk+zZs4fKykpGjRoVsM/hcHDYYYcFPJ6Xl2f5ODk5mebm5nYbo+gaBuam8/qlM1i5o5J/LtrCOyt20uT20uTxsmDdHhas2+M/Ntnp4KAReVx1xEjG9O9p46iFEEJ0JAla46ggs8DuIQQV67j0FkRNTZGvEe9wSAZMxG5M/57cf9p4rj9mX/69eBtvLi1i055ayzFNHi+fr9nN52t2c9y4Av50xEiG9s60acRCCCE6igStcRTLLfhE1qdPH3r27MmuXYElD16vl507d9KnTx+Sk5NtGJ3oynIykrns0OFcduhwahrdrC2uZvWuKtYUV/HdpjI27K4B4IOfdvHRymJ+NbmQQ0b2YW9NI3uqG/3vPV6VZJeDJKeDZJf2lpXiIicjmZyMZPIyU8jJSEZRoLK+2fLW7FZxKOBwKDgUBacDXA4HKUkOUlxOUnznS01ykqa/JWsfZyS7yEp14ZIyBiGEiBsJWkVIDoeD0047jeeee44lS5YwefJk/77PP/+cOXPmUFxcHHXQmpGhLeGpt8JavXo1zz77LA8++GD8Bi+6jMwUF/sP6sX+g3oB4PWqvPfTTh76dB1bS+vweFVe+2E7r/2w3eaRBkpPdtIjNYkeaS4yUlykupy+oFcLfAFqGt1UNzRT3eCm+v/bu/sgyaqzjuPf53ZP9+y8LcPu7M7yFkJAKSMYU0VMUZBQpcQqXN2KxpeKqBEqoKXUYqDElxITK7VrDFrKX9RCxZhEFIlJjBa+IFRMNEiUKgiwGpdAAsvusG8wu/PWPX3v4x/n9ExPb8/szM7O7cvO71N1udvnnu6+c55h+jnnnj53poG789aRfi4dGeDSrYNctmWAS0b62dxfJWneRqwA3J0TtQZHTtQ4MlHn2GSd16fC/o2pOm9MzZKY0dsTEvnenhIbKiVGBqpceG4fF567ga2DvYX6mUSk2JS0ypJ27drFo48+ys6dO3n44Yc577zz2LdvH7fffjt33HEHQ0NDK37NzZs3MzIywt69ewF46KGHePzxx8/0qctZKkmMHe84nxuu2MZD//UK9z62j0MnirnKwFQ9ZaqeMnZ8Zc87MD7Df7xwdEFZT8nYOtTL6FAvWzf2smWwSn+lzIZKaW60t1pOyNxxh9SdzJ0sO/lOY05I/jNnQf00C1sjC8+bzTKmaimTtQYTLdvRiTqHJ2rUG6tbmqxSSjh/eAPnn7OBrUO9bNvYy+jGsB/urzBYLTPQW2agWqa/UlaCuwzuzmzq1BrpScfMjGq88iDyZqSkVZa0ZcsWnnzySe6++26uuuoq0jRleHiYW2+9lZ07d3L48GGuuOIKxsfHARgdHWX37t1ce+21XHPNNRw7dow0TRkdHeWBBx5g+/btmBn3338/d955J1u2bGHbtm3cd999Xf5J5c2mp5Rw47vfwk+98wL+8bmDTNZTRgaqjAxW2TJYZfNAlUo5CV/oamTU0pR6I+P4dINjk3WOTtY4NhlGBgE2buhhaEMPG+PWTAAzhzQLCeBs6uG1Gim12YxaI2N6NmVmNmW6njI9G7bJWhg1PT4dRlCPz8wyUWtQi+fSrq9SYqAaphSkmfPysSnac83Z1Nn/+jT7X5/Oo3lzUU8zXjoyyUtHJk9dmbDSRDkxSonF/fzj+TLDYm7bemdgM+I0j7AlZiyWA4dj4XWazzMDY/61m2XzrxP2pcTmp5TE48TnGPNvmDU7Fc5cx6JSTqiUwhSUSimhXEpopBmzaUY99bBvZEzVG0zW0rCvp0zVGsw0Mmbi72KHfsoCpcTY0FOaGwXvr4TOQX+1zGC1TH+1RF/sEPXFEfLwOKG3XJobOe/tCQlwTymhXDJ6krAvl4xysrCsNNee6njI6VPSKqc0OjrKnj17Oh4bGRlhbGys47HFygF27NjBjh07zsj5yfq2oVLiJ995wZLHN1RKQE8oGM7nvBaTZU49DQmvuzNQPXnua62R8tKRSV44NMELhyb4zpFJxo7P8NrxGgfHp5mZ7c7NF8qJMdBbnpsPPDJQZfNAnBs8UOHcvgrDcb7wORt6yJyQ0Lck9gfGZ3jl2BSvvD7F/mPTvPL6FIfi/ONTqTcylv+1UFlMmnkcNc//vc2gFDsFSRL+XZrreCSUkpDcJzHBTZKFnYhmJ6G1A2EWugPNTkbzmMU3tJb3buWn+JXzlkrNqs3nOEs/2R0yDyPf7qG++3wnCOY7UaFTUJq7ctJfKcUrDD0M9JYZ6i0vuKrS25PETkcpdhqMctz3JMlZfUVi3SetZlZh7tOM3m6ei4ic/ZLE6E3CB85iquUSl48OcfnoydNv3J3j0w0OT9TmEsLmKG+tkYUvj9n8SGLzwx4Wfmi3JwJm4YtmrSOWpcTor4SRt/5qmWo5WZORsjRzjkzUODg+w9j4NGPjM4xPN5iozcY5v2GbTTMaLVMYGmk2N6UhzZzUnUbaOZnI4vSHrGUahAPtP43H/8yNgrYlHZmH550q4VlrlXJCfxwB7a/GZCbOme6NU0XaY5W5xysE4XdmJu6n6ikTMw0m6o01/7ncoeEOOJw8g0HOkHIc8S8nYZQ7jP4zd5Vh7mpDW6egZMajH3lvt09/Ues+aQV+B/j9bp+EiMhymBkb+3rY2Ndz6spvEqUkzNfdOtQLF57T7dNZtvlRtJbL/VlMkON84uYAsrdkg878aKPF0UaHuakszSkos6lTKdvcJfieUpg20Fctrcm81CxzpmdTJmqNOB+7MZfUTtXT+WR3NmWmkTFdT2lkGY00TJ1pZFnYx87EbOxYzKaOx/ZJ4+hjewdibi51y+hksx3bOxFZNt9xaHYm5jsSrY8XdjCaMWjtrLQm9p36Y9ZSZ7ERWxYcndfaaWyOrjbPqdkZamTOVL1xxq+eNEJjrfjKRNEHaZW0wi7gk/Hf7wL0jSARETklaxnFLnVIWlasuvqXWI0kMfqrYW6r5CuNHYbmfOXmvPgwjWOWiVrKTOwwTM9NuQnznRtpxmzmzDbmr0S0Xn2Yu7LgzcfNL2L6ws6A+1xyXVTr/jfT3esQOiNmNtPl0xEREZF1ppQYA9WwUgaD3T6b4tK6FyIiIiJSeEpaRURERKTwlLSehtYJ9ZIvtb2IiMj6pKR1hZIkIcsyJU9dkGUZWZZpcWoREZF1SEnrClWrVdydAwcOKHHNibtTr9d59dVXw2LsAwPdPiURERHJ2bpfPWClRkdHqdfrHD9+nBMnTpAka7PYtgTuvmBku1qtsmnTpi6flYiIiORNSesKlctlLrroIsbGxqjVamRZd26nuF6YGT09PZTLZQYHBxkeHlYnQUREZB1S0noayuUyF1yw+L3ORUREROTM0pxWERERESk8Ja0iIiIiUnhKWkVERESk8JS0ioiIiEjhKWkVERERkcJT0ioiIiIihaclrxbqA3j22We7fR4iIiIiZ6WWPKtvJc8z3Yp0npl9GNjT7fMQERERWQducff7l1tZSWsLM9sGbAdeBKbW+O2+n5Ag3wI8t8bvJcujmBSPYlI8ikmxKB7Fo5icWh9wCfAP7n5wuU/S9IAWseGWnfGvRsutSJ9z9yfyeE9ZmmJSPIpJ8SgmxaJ4FI9ismyPrfQJ+iKWiIiIiBSeklYRERERKTwlrSIiIiJSeEpau2c/8LG4l2JQTIpHMSkexaRYFI/iUUzWiFYPEBEREZHC00iriIiIiBSeklYRERERKTwlrSIiIiJSeEpaRURERKTwlLSKiIiISOEpae0CM7vOzL5mZofM7KCZPWBmm7p9XmczMxsys9vM7D/N7KiZjZvZ82b222ZW6VC/z8zuMbOXY5yeMrMPdOPc1wszOz/GpeOSJopJPsxs0Mx2mdn/mtlYbOuvmtkvtdVTPHJgZhUz22lmz5jZa2a238weMbMf6lBXMVkDZnajmb1hZp9eos6K2l55wGlyd205bsD1QAO4i9BpGAGeAJ4HBrp9fmfrBjwCTAPvj+1eBn4ZSIFH2uqWgMeBbwEXx7JfADLgpm7/LGfrBvwd4OHP0knHFJN8YrAp/i36FLApll0K7AO+pHh0JSZ/FT8zfhowYAB4MJb9iGKypm2/Gfg88N34t+nTi9RbUdsrD1hFTLp9Autpi4nSt4En28qvjP9DfKzb53i2bsA/Abs7lH8utv37WspuimU3tNX9AvAGMNztn+ds2+IH8ovANxZJWhWTfOLwIPAUkLSV/wxwj+KRezwujO38cFv5RkKH+18UkzVt/0eATwDfe4qkddltrzxgdZumB+Trh4FLgC+2Frr7N4EXgJvNzLpxYuvAg8BnO5Q/GfdXtZR9GJgE/rmt7t8SPix0ue0MMrNzgHuBXwWmFqmmmKwxM3sL8HOED+as9Zi7/42739lSpHjk4/y4f7G10N3HgSOEpLZJMTnzbnH3u4DaKeqtpO2VB6yCktZ8vSfuv9nh2DOEP1Bvy+901g93/4y77+1wqDmf9RiAmfUC7wL2unvaVveZuH/v2pzlunUP8K/u3v4HH1BMcvQThMvP/71UJcUjV/uAOvA9rYVmdi7h0vX/xMeKyRpw91PehvU02l55wCooac1X8w/PwQ7HDsT9ZTmdiwRXEeYW/X18/DbC/xeKUQ7M7DpgB/AbS1RTTPLxjuY/zGyPmX3HzA7HL2G9v6We4pETdz8K/Caw3cx+MX4pawTYQxhp/b1YVTHpnpW2vfKAVVDSmq+Ncd/pEmiz7Jx8TkXM7ELC6NK9LT1qxSgncYRiD3CHux9Zoqpiko+tcf9lwmXKK4DLgb3AF8zs1+NxxSNH7v5nwK8AfwqcAA4B24D3uPvzsZpi0j0rbXvFahWUtHZHxyV9JD9xztB9hA/k3+1QRTFae3cD33X3zyyzvmKytnrj/ml3/yN3PxFH+n6N8O3p3Wa2saW+4rHGzKxkZn8N/DFwMzBE+Kb508ATZvajbU9RTLpnpW2vWJ0GJa35Go/7/g7H+trqyNr6JPB2YLu7z7SUK0Y5MLMrCcnQrcuorpjkoznK83hrYZyn9xhhqaWrUTzydDPws8DH3f2L7l6LVyVuA14F/jJ+kVEx6Z6Vtr1itQpKWvP1f3G/rcOx8+J+X07nsm6Z2W8BHwSud/extsPfJqytpxitrR+L+6/HBezHzGyMkBTRUnYXikleXo77ox2OHYr7ERSPPF0f9//WWhhXd/gaYV3dd6OYdNNK2155wCooac3XV+P+yg7HriT0nF/I73TWHzO7DfgIYVHufbFsk5ldDBBHXb8BfJ+Zldqe3ozbV/I527OXu+92943uPtq6AV+Px5tln1BMcvNE3G/pcGwk7g8rHrlqjrx1upTcXJZsSDHpntNoe+UBq6CkNV+PAS8R7so0J14qvQz4lMdVhuXMM7ObgI8SbiTQuvzVj8fypgcIl27e1/YSHyBctvn82p2lLEIxWXtfJiz9tqCNzSwBriO087/HYsUjH83lx67ucOxqQjL7VHysmHTPStpeecBqdPvuButtI/xSt96+bTNhdOl5YLDb53e2boRF01PCB/NH27Yv0XKnEzrfku9GdDvEPOL0FZZ/G1fF5My3/8/HNr0TqBJG+v4kln1I8cg9HpsJX4I7TFiU3mJMdhMS1vsUk1zicDErv43rom2vPOD0N4sNKDmKa1N+nLBeW0q4VdxdvvSyP7IKZvY08ANLVPkLd/9QS/0+4A8IX4KoAvuBXe6u0Yo1YGZPAG8FzgV6gNfioR9094OxjmKSAzPbTlhR4/JY9DTwh9528wfFIx9mtpWw0sYNwDAhyfkW8OeEpDVrqauYnEFm9kFCp61ESCxnCCOnR9397W11V9T2ygNOj5JWERERESk8zWkVERERkcJT0ioiIiIihaekVUREREQKT0mriIiIiBSeklYRERERKTwlrSIiIiJSeEpaRURERKTwlLSKiIiISOEpaRURERGRwlPSKiIiIiKFp6RVRERERApPSauIiIiIFJ6SVhEREREpPCWtIiIiIlJ4SlpFREREpPCUtIqIiIhI4f0/NjfIRaQ+IQcAAAAASUVORK5CYII=", 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", 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", 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", 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44w+PH+cNxTPkwjNdu3YlPj4egFWrVvl5NEIIUfdouqyQ46Bp2iBg+fLlyxk0aJDPnicnJ4dOnTpx8OBBevTowfr160uf9b7kJVj4lPH1zUvK7NXqTNd1srKyiI6OrvB+xZ/3yJEjPP7441x66aUMGzaswkAnLy+PG2+8kVtuuYUhQ4ZUODZvys7O5ocffqBDhw707du32p7XYrFw6tQpYmNjHV+XFVwX99hjj/Hkk08yadIk3njjDRo2bOjLoQov++abb2jcuDH9+vUL+F6/QggRqFasWMHgwYMBBuu6vsLdx0mm1Q8iIiLo2rUrABs3bmT9+vUAbNu2jfPPP58bbriBP//8s2SmtYK2V3aaplUYsALce++93H333S5LgTZu3Jh3332XkSNHupWZCwsL49NPP/V5wPrKK6+gaZrLWCMjI7nyyiu9FrBWtCSqndlsdgSsu3fvZsiQIcyZM6fCxx04cIDnnnsOgF9//ZXc3NzKD7aKUlNTHZOLRNmefPJJXnjhBbZt24au60ycOJHBgwdLwCqEEH4gQaufTJs2jWuvvZZVq1Y5LuHv3buXuXPn8r///U8tf1pYLKhxczJWae6++25ee+01xyz/V199lVdffZXXXnuN66+/vtLHrQ7XX3899957LwBz58716rHT0tL473//S+/evZk1a5ZHj01NTaVXr16sWrWKW2+9lcOHD5d7/+bNm/P111/Trl07nnrqKVq0aFGVoVdKQUEBffv2JSkpiWnTplX789ckBQUFvPLKK0yfPp0xY8b4ezhCCFHnSdDqJ+eddx4ffvgh/fv3d1yiT0szalaTkpJKqWn1rO2V3YwZM3jttde4++67HbPyW7duTXh4OCaTifHjx1fumyiFruvs3r2bTz/9lH/++YecnJwqH9NedxoUFMS2bduqfDxnOTk5PPDAA6xfv57Zs2eXep9jx45x5513lmi9lZiY6Aj4W7duXeGMfE3TGDduHFu2bPFbwBgSEoLJpP7tly1b5rcetTXBxo0bHa3BLrzwwhq3cIUQQtQ2ErQGkGuvvdaxYtG5554LhZ5PxCpNUFAQJpMJk8nEsGHDABg3bhwLFy7kvffe48ILL6zq0AH4448/GDRoEO3bt2fy5Mn07dvXK8HZfffdx8aNGzl06JAj6PaWZs2aMWTIEMxmM1FRURQWFpa4zzvvvMOMGTNo3749X331lcu+559/nldeeYUVK1bQpk0bt54zJCTEr5OiLrroIkaOHMkLL7xQan9dofTr14+jR4/y8ccfu1yNSE5O5u2332bChAmVarcmhBCicmQ6cQDRdZ2QkBCaNm2qbigqVh7gZk1rcVOnTqVly5YcPHiQsWPHOm4fOHAgAwcOrOxwS/j7779LzKru0qWLV47dvXt3rxynNLNmzaJRo0YkJCSU2KfrOl9//TWg6ndHjRrlsj8iIoK777673OMfP3681GP7y0MPPcRDDz3k72HUCPHx8UyePNnltkWLFjl6IJ9xxhle+xsXQghRPgla/Sw3N5evvvqKmTNn8uyzzzJixAhjp5cyrUC11OTdcccdvPLKKyQlJTF48GDi4uIYOnSoz5+3quyT4kqjaRqrVq3iiy++4Pjx444JWOU5deoUqampdOjQgaysLHr06EHfvn158cUX6dChgzeHLvxg5MiRjm2ZzCaEENVHglY/W7FiBddeey0AM2fOdA1ai2daqxC0Voe4uDi2bdtGs2bN/D2UKhk0aBBRUVGMHDmS6dOnEx4ezg033ODWY3fv3s2FF15IdnY2a9as4a233iIlJYWff/6ZpKQk3nnnHR+PXvha48aNmT17NgMGDKBly5b+Ho4QQtQZUtPqZ2eddRbt27cHVA/IRx991Kib9GKmtbrU9ID11KlTrFy5kvnz57NkyRKPH//YY4+xY8cOkpOTueOOOxg8eDAdO3YkKiqKJ554wgcjrjyr1cq6detYvny5v4cScCZOnMi0adNYuHBhqfsvvfRSCViFqCVmzZpFu3btyvx/F4FDglY/0zSNd955h+3btxMSEsJTTz3F22+/rXZ6qaZVuC81NZWOHTuiaZrHq4mBypZ37NiRwYMHM2PGDM477zw2bdrEokWLSExM9MGIKyc3N5dmzZrRp08fpk+f7u/hBJSUlBS+/fZb3nzzTZ5++ml/D0cI4WNXXXUV2dnZnHPOOcyYMcPfwxHlkPKAADB8+HDS09MpKCgAMIKb4pnW3HSwWsEk5xq+0qFDB7Zv3052drbj9+GJevXqMX/+fOLj4wkNDQUgODiYPn36eHuoVRIeHk6LFi04cuQIf//9NydOnHAsUVrXbdmyhejoaE6fPs0FF1zg7+EIIbzo+PHjrF27ltGjRztu27ZtG23btiUlJYVDhw75cXSiIhK0Boh69eqxb98+UlNTiYyMVDcWz7TqVsjLgIiKJwOJqomMjDR+Dx5q0qSJl0fjG1dffTVt27Zl3LhxREVF+Xs4AePss88mLS2NFStW0K5duzLvt2bNGn744QeWLFnCH3/8QXh4eDWOUgjhqQ0bNjBq1Chyc3PZtWuX47W6X79+jB8/nnr16jlWLRSBSZM+jQZN0wYBy5cvX86gQYP8PRx4qQNkpbredtsaSGjvn/EIEeAKCwsZP348U6dOdWRS9uzZQ7169bzeduz+++/nxRdfBGD+/PkuXQWEEIFnwoQJfPfddwDcdtttvPnmmy77dV2XRUSqyYoVKxg8eDDAYF3XV7j7OLnOHMiKZ1qhRkzGEsJfHnvsMX755RfGjBnDgw8+yBVXXEGHDh0cwaU32YPUkJAQ9u7d6/XjCyG869NPP2X06NGMGTOGZ599tsT+4gHr/v37eeCBB7BardU1RFEBKQ8IZMVrWqHSS7kKUdvpus6xY8cAVd5xySWXMGLECKxWKzNnzmT69Olu9dl119ChQ/npp58YMWJEpUtJhBDVJyIigh9++AGLxVJhOc+XX37JlClTyMnJoXXr1tx8883VNEpRHsm0BiqrFSz5JW+XTKvwspycHH788Uc+/PBDfw+lSjRN4/3332f27Nm8++679O7dm2nTptG6dWtefvlltwLLkSNHMmHCBD766KMK7xseHs4FF1wgAWsxlZ3EKIS3nT59mpMnT7rcFhIS4lb9eadOncjPV+/Bn3zyiSx5HSAk0xqoipyyrBHxRoZV2l4JL9J1nS5duvDvv/+SkJDA5MmTMZvN/h5WlVx66aWO7QcffJDHHnuMoKCKX+qOHTvm6NN46tQpx6IfABTlw1fXQP5puOxzCK/v5VHXfAcPHuSll17i448/ZubMmVxxxRX+HpKow7Kzsxk3bhwnTpzg999/JykpyaPH9+zZkwcffJCQkBDuv/9+qXUNEJJpDVTOQWu9psZ2Tnr1j0XUWpqmOWozjx8/zqpVq/w8Is+VV28WERHhVsAKcODAAdq0aQPAeeed57pz+8+wax4cWAYbZ5f6+LqeicnMzOSNN94gMzPT6DXtBVartUTmdufOnYwfP54NGzZ47XmEbxQVFbF+/XrS06v3vWv69On89ddfbN68udInUE899RSPPPKIo32h8D8JWgNVodMkLJegVTKtwruuvvpqpk+fzooVKxg4cKC/h+ORw4cP07lzZ8eM4Kro168fe/bsYffu3UyePLnYE/1jbB/d7LLr999/59prr6Vdu3aOy4l1UdeuXRk6dChxcXEMGTKEoqIiQAXzs2bN4vTp05U67s8//0zLli159tlnHYHP008/zffff0+vXr34/fffvfY9CO8pKCjg/vvvp1mzZvTu3ZtTp065/dj8/Hz27dtX4va///7b8XdVkSeeeIKOHTuSmJjIzJkz3X5uEdgkaA1UzpnW6CTAdmlCalqFlw0bNoznnnuOgQMHYqpBC1fous4tt9zCzp07mTBhAp988km599+9ezdTpkypsHa3bdu2NGzY0PVGl6B1m8uuP/74g48//pi9e/eydOlSj76H2uaTTz7h0KFDvPDCCwQFBZGZmcmECRO49dZbueGGGyqVjX7llVdISUnh4YcfZs+ePeTn57Nx40YAWrZsyYgRI7z9bYhKyMtznTgcHBzMvHnzSE1NZfjw4bRq1cpl/2+//cb8+fPJyMhwuX3btm0MGDCAc845x+VEZ8OGDQwfPpwhQ4awffv2CscTGxvLvHnzWLlyJR07dqz8N+Zk586dzJo1yyvHEpVTc96hfETTtBBN0yI1TYsEwvw9HgfnTGtIJIQ3UNtS0yoEoHqyNmrUCFCB5sSJE8u877Fjx+jSpQsffPABTz/9tNvZGgAsRZCyyfj6+A6wWhxfjhkzBlAr2R0/ftyzb6IG27dvH8uWLXO5rUWLFoSFGS+jOTk5rFy5EoAffviBTZs24YnCwkI6dOhAWFgYgwcPpn///oSGhrJ+/Xpmz57NK6+8QnBwcNW/GVGhEydOlBos3nfffbRq1YqEhASXUh1N07j22muJjo7mwgsvxGIx/md0XWfatGmcffbZJVYLfPTRR9m4cSN79+7lgQcecNz/1ltvpaioiNWrV/Pnn3+6PGbp0qU8/vjjJUoQWrZsSYsWLar8vQO89tprdO/enalTp7J69WqvHFNUgq7rdfoDeBzQnT+WL1+u+13yGl1/LEZ9/PWcrs/oo7Zf6ervkQkRUH7//Xf977//rvB+l19+uQ7oPXv21I8ePeqyr7CwsOwHpmwy/hftHyf2OHbn5+fr69at0y0WS6W/h5rGarXq55xzjg7oU6ZM0TMzM8u879KlS/VWrVrpK1asqPTzHTt2TN+yZUulHy8q79SpU/qll16qA3pcXFyJ/ddff73jvXPv3r0u+06fPq1nZ2eXeMzSpUsdj5k0aZLLvqNHj+oNGzbUhwwZou/fv99x+/bt2/UBAwboQ4cOLfG/dt555+mAPnToUD0vL68K323ZPvzwQ8eYr776ap88R12yfPly+89zkO5BzCbdA+BZwN55vD+w0I9jMThnWoPCIDIe0nZLTavwmeTkZH766Sd2797Na6+95tex6LrOzJkzufzyy2nQoEG59z3nnHPcOuajjz5Kw4YNef75512ygQBnnXUWhYWFjB07locffth1prBzaYDd0a0QpyZthYSE0KtXL7fGUFssXLiQP/74A1Ar2xT/eTo744wz2LlzZ5UyogkJCV5f0awqtm/fzp49e4iLi6N9+/bEx8f7e0g+ExkZ6Vg8Iy0tjaKiIpfJjV27dqVZs2Z069atRIlAWctDDxgwgHnz5rFixQp69Ojhsq9hw4YsXbqU1q1buzxPx44dWbZsGRkZGSXKmOz1skuWLOG7777j8ssvr/w3XIZrrrmGb7/9lmHDhnHXXXd5/fjCTZ5EuLX9AxhEoGRad/1hZHVWztL1L68wvs4veeYqhIPFoutZJzx+2NChQ3VA1zRNT0lJ8cHA3GOxWPRp06bpgD548GA9KyvLZX9RUZFXny89PV03mUw6oJ9xxhkl7/DjtJKZ1oXPenUMNY3VatVnz56tJyUl6cuWLfPrWCwWi/7DDz/oZ5xxhr5hw4Zqec4bbrjBkXV77bXXquU5/WnlypV6y5Yt9XvvvVfPyclx2We1Wv00KsMvv/yiv/322z5/7w6E77W2qGymtc7XtAaswhxjOygMIuKMr2UyliiLrsNnF8OLrWH1ex49dNy4cbZD6H6dUHTy5El+/fVXAFavXs2KFcay1Bs3biQoKIg33njDfqJZJfn5+aSmpnLmmWcSFBRUstUVwOF16rPZqe3Nsa3lHrO20zSNSy+9lH379jFkyBCPHmu1WnnvvfdYv359mffJzs7m/fffJze3lKWsi/npp5+46KKLWLZsGS+//LJHY3FHQUFBiZZb99xzj2O7eAbYarW6/M3WNPfffz9r1651uW3AgAHs3r2bl156qURj/kDoX3r++edz6623MmjQIJ8+TyB8r3WdBK2BynkJ1+BwVR5gJyUCoizHtsG+RWp75UwVxLpp4sSJvPHGGxw4cIBLLrnEN+NzQ1xcHH/++SetW7fmhx9+YNSoUY59b731FgB33HGHY7uydu/ezaBBg/jhhx9YtGgRaWlpTJ061fVOBTnqZwrQtB9EJartYh0EAD7//HNGjRpFw4YNycnJKbG/NiqvLKA0J06cYPDgwdx0003ceuutZfbY/eSTT7jxxhtp1qwZ8+bNK/eYY8eOdUy2OXz4sMuEn6rQdZ3vv/+e9u3bl+hM0blzZz744AOeeOIJevfu7bLvgQceYMiQIbz++uteGUd1ev3113nxxRe5/fbbS/xu3O13XJds3LiRb775xt/DqFMkaA1URcVqWiXTKtyxc66xnb4XTuxy+6HNmzfn9ttvp3nz5j4YmGdat27N9u3bOf/88x236bpOUVERmqbRs2dPrr766kofPzs7myFDhrB+/XoeeeQRli1bRkxMTMn62dRNoNuCoCa9oFFntZ2+DwqyXe66efNmFixYQGZmJosWLar02AJVZmYmX331VZWOERsb66hHXLNmTamLWei6zptvvgmorHunTp3KPWZQUBBvv/02K1euZMGCBV5b0W3jxo2MHz+eAwcO8NJLL5UI4q6//noeffRRl3ZKy5cv56WXXkLXdaZPn86///7rlbFUh5ycHEegvWbNGrZtK3liJgxPPPEEffv25brrruPgwYP+Hk6dIUFroCqeaY1wyrRmS9AqyrCzWFZqx6/+GYeHSmsVFRIS4vK1pmn873//Izc3l9WrV1OvXr1KP19kZCSPP/44AH369KFp06al39FeGgDQpA80tAWt6Kr1lRN766s+ffqUu0pXTaTrOjfeeCOXXnopN9xwg1uX7UtjMpl4++23GTp0KOvWrSv1cq6mafz888/ceeedTJ48mZYtW1Z43DFjxjBgwIBKjaksPXv2dKyk1KtXL7Kzsyt4BAwePJg333yToKAgvvjiC7fGHigiIiJYvnw5ffv2ZcaMGXTt2tXfQwpoRUVFFBUVkZWV5dUV4ET5JN8fqCTTKjx1OrXkTPedc+HMe0q/fwXsWU1vZa7KkpaWRosWLRg6dCgPPPAAZ511Vrn399aSirfeeiuRkZFcfvnlJQJkhyNOQWvj3q4nk0e3qkDWZvDgwRw5csTjNc5rgtWrV/P1118DMG/ePDIzM0vUNrqrZ8+eLF68uMTtuq47agZbt25drR0sdF1n7ty5jB492mVm+ksvvcSUKVMq/Jt0dtttt3H++efXqIDVLjExkb///rvs/wfh8J///Ic//viDa665hltuucXfw6kzJNMaqErUtDoHrVLTKkqx6zdjW7P9ax9aq4JZD6SkpPDoo4/SokULx4QoX7JPuPn9999Zvny5z5/PTtM0rrnmmvLfoO0nARHxUL+5UR4AJepag4KCamXACmoizty5c0lMTGTOnDmORR284dChQ1x22WX897//9crxdF1n/vz5nDjh3uvkunXrGDBgAGPHjuWLL75w2ZeUlORRwGpXWsCalhZ4yYbMzMwSC21IwOqe0NBQVqxYwdSpU2vUSoI1nfykA5VkWoWnnEsD+k2xbeglSwYqcPDgQZ566imOHDnCO++8473xlaF9+/b07t2bkJAQbrzxRp8/n9ty0lXtKkCT3qBpEN8BNFvmuZwOAnbe6HAQKM477zz27dvHmWee6dXjbtu2jT///JOnnnqKQ4cOVelYq1evZsCAAZx99tl0796ddevWVfgYTdNYs2YNAI888ohnq6W5Qdd1Xn/9dVq0aOF4nkBQVFTE+PHjGTduHFlZWf4eTo1UWrAaqP/zjz/+OO3atePss8/mwIED/h5OpUnQGqjKrWmVTKsopiDb6BqQ0AkGOs2Cd56c5Yb+/fvTo0cPIiIiaNq0qc/rMy+++GLWrl3L1q1badiwoU+fyyNHnFoyNbbNEA8Og7i2avvo1jK7M1itVh544AEeeughHw+yelW2JKAsGzdu5IEHHiA9PZ2EhAQOHz5cpeMlJiZy5MgRAMxmM23atHHZn5GRUWIJzl69enHVVVcxbNgw5syZ4/VZ8t9//z133XUX2dnZTJw40dEI398eeeQRFixYwNy5c7nmmmv8PZxa4c8//+Tss8/2e/eQ0k5Cdu7cyZ49e5g/fz4RERF+GJV3SNAaqIpnWkMiIMj2hpGTXvpjAln2Cfj7ddjwpbqsavFuNqPO27cIimwnOh1GQ2wrY9LQvsWQ734mRdM0Pv/8c0emtToufWmaRtu2bX3+PB45UmwSlp29RCAnDbKOlfrQKVOm8N///pfnn3+eWbNm+XCQvvHJJ58wePBgZs6c6dPMUWJiIoMGDeKll15i27ZtVZ5M1bx5czZv3szkyZP54IMPXCbr3XTTTSQmJnLxxReXaIv17rvv8tdff9G/f/8qPX9pLrroIsaOHYvZbObOO+8kJibG689RGRdffDFNmzYlIiKCJ554wt/DqfFmz57N6NGjWbBgAdddd51fMq6nTp3i//7v/2jWrBnJycku+2JjY2nRogX16tUrsYLbzz//zNy5niU3/EUmYgWq4plWUL1aTyXXzJrWX++FbT8YXweFQaOukNQD+l4Hid38NrRawTmb2mGM8fnYNrDkw94F0Hmc24fr0qWLlwdYA7l0DnDqxdmoC2z9Xm0f2wrRJes7R48ezUcffURISEhAL/GZl5fH9u3b6dmzp0vj9CVLlrBixQpWrFjB2rVr+eCDD3zy/I0aNfL6zOsGDRrw8ccfl7i9qKiI/Px8jhw5wvz58zn33HMd+7ydQXZmMpn45JNP2LZtm8cLMfhS//79+eeff9i0aZN0CvCCwYMHExcXx7Fjx4iKiqKoqKhKSxdXxtSpUx112Y899hj/+9//HPveeust3nrrLSwWi8v/ekZGBjfeeCNHjx5l4sSJzJ492+eTb6tCMq2BqnimFSAiVn2uieUB6Xtdvy7Kg8NrYe0H8NlEybxWhdUCO22TsCITjKxgxzHGfXYE3ln0Rx99xD///FPxHf3FHrTWb+66uEdDp4D+aOl1rZdccglvvfUWCxYsYOLEiT4cZOXdc889REVF0bt3b44ePeqyz74yWNeuXRk/frw/hud11157La1ateKJJ56o9iCtQYMGARWw2jVs2NBl8Q5Rec2bN+e7777jtdde4/3336/2gBXgjTfeoE+fPtSvX7/Mv/HiAem3337r+P9v0KBBQAesIJnWwOWcaXUErbY3ztyTKlAxBfYfl4s8Wx1XRLzK+KVshKNbVPCalaouxTbz/qW5OuHwP0b2vf15YL+cn9QLopPgdArs/l2dGJg9/5fPzs5myZIljB492mtDTktL49ZbbyUvL4+JEyc62ikFjMwj6u8SjHpWu0bOQWvZDdhvvfVWHwzMe+Lj4x2XyTdt2kRiYqJj35gxY0hOTi67f20NdOaZZ7Jnz56Amen9yy+/0KRJE3r16lUtz2e1Wpk9ezaXXXZZwPwMapshQ4b49eQkNjaW+fPnk5OTQ+PGjd16zA033ECTJk144okneP755308wqqTv9xAZa9PNIcaQYgj26OrwLUmyctUnxu0gLGvwI0LYML7xv69C/0zrtqgtNIAUH83HWyBZu5JOOj5euivvvoqjRs3ZsyYMezbt6+KAzV8/vnn5OWpv/Hu3bt77bhe49zvtkmxoLV+cwiJVttHt3h02FmzZnn15+iuo0ePkp+f73Jb//79GTFiBHfddVeJVl32SXi1iaZpAROszZo1i3HjxjFmzJhqm8n9+OOPc+WVVzJu3DgyMjKq5TkFLFy4kNtuu83rXSlAtSwrPumqfv36bgesdueddx4rVqwgNjbWm8PzicD4DxYlFdrKA4Kdaq1qatsrXYd8W9Aa5rSKUauhRvsgCVorz97SKigMWg933dfxfKf7eV4iEBUVRWam+t299957lRxgSVOnTuWbb75h5MiR3HTTTV47rtcUXwnLmaZBQ9vSosd3ul3a8sILL3Drrbdy1llnVevyngsXLqRnz5488MADLrePGjWKBQsW8Oqrr9Ktm9SUVxer1crcuXOxWq2kpqZWeWlcd6SmpvLGG28Aaob73r17K3iE8IbNmzdz8cUX8/bbb3PRRReVOHGsiqysLEaPHs15553neI2uCyRoDVT2TGtZQWtNqmstyALd1jYp1GnmbFg9aNpPbR9aC7kZ1T60Gi9tr7GcaOuzVJcJZy3PNLKCO34ts0VTWS6//HJat27Nfffdxw033OCFAStBQUFMmDCB+fPne7VRvdc4Mq2amixYnL1EwJJv9HItR2FhIT/99BMAycnJ1baIQmZmJhMnTiQ1NZXXX3+9WhaLEOUzmUx8+eWXDBgwgFdeeYX77rvP58+ZmJjIggULiI+P54MPPqBPnz4VP6iuyD4B398CX1wGp6rWJ7i448ePO1oGJiYmenXhhilTprB8+XL+/vtvpkyZUvEDagmpaQ1U9kyrvZ4Vam6mNc/pLDCsWLuXNiMgeSXoFvh3KXS6oHrHVtM5r4LVoZSa06BQaDdKzXbPOKC6CTRyvzNAVFQUe/bscZltWutZrXBkg9pO6Aih0SXv41LXugUS2pd7yODgYObNm8fo0aOZMmWKY017X4uJieHdd9/lkksu4fLLL2fo0KHV8ryifJGRkSxdurRaJ+v07t2bPXv2uLQBq/NO7IbPJ8LJf9XXp1Pg+t9VP2YvGDFiBEuXLuW1115j5syZXn0dfeqpp1ixYgUWi4XnnnvOa8cNdJJpDVSlZVqdZzDXpLZXeU7NtMOKvWC2GWFs71lQ9efKPGIE/HWB82pX7c8r/T4dnEoEKtFFwJsvtCkpKV47ls+k74V8299s8XpWu4ZOy7keK3sylrOYmBiWLFnCddddV8UBembixIksW7aMzz//nOjoUgJw4RelBax///03hYWFXjn+qlWrSvQKlYDVyf6l8P4oI2AFSNkA8+736tP07NmTjz76qMTvu6oLELRr145ly5axcOHCEoto1GYStAaq2pRpzXfKtIYWe9Fs3MsIZPcu8PjytYsdc+GVzvByR9jwRdWOVROsekdlpwGa9C21XygA7c42aoftq2ZVwebNm5k9e7bHj8vMzKRnz56MGTOGHTt2VHkc5Tq6Tf0dvD8KCjx8c7BnWUH9fZamkVPQWkbbq9KU1k7mkUce8VoT/1OnTvH555+XuH3IkCF1K1teA/3111+cddZZjB49ukoTpXRdZ8aMGQwcOJB77703YJcV9asNX8CnF0Nehvq6+SAIb6C2130M6z7x6dPv3LmTNm3alPq/WhZd10usTtisWTPaty//Kk9tI0FroCq1ptV5KdcaFLSWl2k1BxmThzIOulUfWKbtPwG6eiH64Vb4bII6Zm207DXXjMDActorhdeHhA5q+1jZS4+64+OPP2bAgAFcc801HvdYffrppzl27Bjz5s1jxowZlR6DW+Y/ri71HVoDO37x7LHOmdOyFr0IbwAxTdS2B0FrcYsXL+aZZ55h6tSpXHbZZZU+Dqgs9rBhw7jqqqt4//33K36ACBiFhYVcf/31FBYWsmDBAo+CmeLS09N58sknAdX946+//vLWMGs+XYe/nlXvD1ZbRrvH5TD5Jxj/PmA7sfv1/1yXcfaijIwMRo8eTWpqKldddRU//vijG8PWuf/++7nmmmt80oWgJpGgNRDpeu3KtJZX0wquJQJV6SKQVmxG7N4F8NZAWPWuqlOsDXQdFr0A8x8zbhvzEnSroIG9fbZ77knIOlr+fctx+PBhcnNzKSgo4K233vLoseeeey5dunShXr16vl028vhO1ZfWbtfvZd+31Mc7ZYETOpZ9P3tda8YByD/t2XPYbNq0ydGG6fzzz6/g3uU7ceIEW7aoFlzPPfeco6WYCHzBwcH8+uuvtGjRgmuuuYapU6dW+lhxcXHMmjULs9nMK6+8wogRIyp+UF2x5VtY/ILx9VkPw0UzIShE1f4Pf1DdbsmHryb7ZMn0evXqcfXVVwMwbNgwx0Ie5fn+++956aWX+Oyzz7jqqqu8PqaaRILWQGQpAGzZMOdMa3h90Gy/sppU05pfTqYV1Kx3u71VyAqk7VGfoxtDvC2zWJgN8+6DzyeAxTu1Yn6j67DgCVj0rO0GDS58E/rfWPFjG1bucnZx06dPZ8yYMTzyyCMet8AaOXIkGzZsYPHixSQkJFR6DBVa8abr13v+9GzFNXumNbqx+p8ri0td63b3j+9k2rRpLF++nHvuucfxRmaXnp7u0aXdbt26cdttt9GtWzeWLl1KWJh3JpOI6tG5c2dWr17Nu+++61LKkZqayqZNm0r9W9B1nU2bNnHypGvf7okTJ7Jjxw7uvvtun4+7xsjPgj/+Y3w9/j0Ydr9qYWc39D5od47azjgI305RC/l4kaZpPPHEE8yZM4fvv/+e0NBQxz5d11m/vmSGd/jw4URERGA2m6t8Raamk6A1EBWWsoQrqBWw7HU3NanllXN5QGgpmdYGLSCurdrev6RywWVOOuTazoqb9oVblqoXIJOtQcbehbDJ9/0QfUbX1QvuslfV15oZxr8Lva8u/3F2XgiwQLXr+emnn3jyyScrtdxfUFAQPXqU0kLKW04fhY3F6m3zTsGh1e49viAbTtqavduz02VpVPFyru7o378/L7/8coma0yuvvJIePXowe/Zsl1q2rKwsFi9ezMMPP1ziUuFTTz3FsmXLPG4uLgJDw4YNS7RFeu+99+jRowfdunVj48aNjtsLCgpo2rQpPXr04M477yxxrLZt2/p8vDXK0pdUyRBAzyuh+6SS9zGZ1Otq/Rbq670LYP2nPhnOpEmTaNCggcttv/76K7179+bKK690uT02Npa7776bL7/8kosuusgn46kpJGgNREVOl/WKt96w17X64LKFz1RUHgDQZqT6XHBa1SF6yrkWNq6NavU04j9w3W846pSWver1s+Zqs+JNI4NoCoJLPiz9RbcsjTyf7V6W0oLVdevWkZ5e8m/SarVW70SQNe/ZrlSgetTauVsicHwnjqscFQWtXjoRKM3atWv57bff2Lx5My+88IJLQLtlyxaGDx/Os88+y9tvv+3yuJiYGGJiyvgfEzWOruuO+tbdu3fTokULx76QkBCaNWsGwKeffio9eMuTtheW214/Q2Ng1ONl3ze8AVz6KY73jX8+8vHgFF3XefTRRwGYO3duiZWunn76aS655JJqGUsgk6A1ELlkWsNd99nbXuWcqDmz48ubiGVX1bpW53rWOKcMQ7N+Ru/XtN2eT8oJBNt+gj8eUduaGSZ9Cp3HeXaMes0hOFJtVzFoLW7jxo2MHDmSYcOGubS02rhxI4MHD2bEiBGOWkufKsiGNbYJSCFRaplg+/+P20GrUz1rRUFrfDujK8Nx7watYWFhjhrXhx9+2CVodc6ivvvuuyVmFIvaQ9d1nnjiCS688EIuvvhi6tev77J/0qRJTJ48mY8++ojhw4f7ZYw1wm/TjYlXw6dDVMPy75/UA9rYytaOrIfUanj9Ah577DF69OhBRkYGv//uYS1+HSFBayAqN9Maa9ynsGp93qqNS8urMrJALc8Ak62PXaWC1j3GdmyxnnVn3mNsL3255gT7AIf+ge9uwpH9O/8l6DjG8+OYTEYQdmyH1zLOuq5z2223kZGRwZYtW3j55Zcd+/Lz81m1ahWLFi2ib9++HDt2zCvPWaYNX6iJZgC9J0N0oloqGFRQab/sXx7ngD6hgqA1KFRl9cHrmdauXbvyyy+/sHHjRsaPH++yLzExkccff5yPP/6YFStWOCZyidrHZDJx6aWX8uOPP/Lll1+W2H/PPffw8ccfc8011xAZGemHEdYAO3+D3X+o7YSO0N/NZaN7Ol2i31D5bg7u0jSNcePGsX79ejIzM5kwYYLPn7Mmkle7QFReptWl7VUNqWt1lAdoZQetoVHQbIDaPrzO8/KH9DIyraB6bdozuSkbq9ahoDqdPABfXgpFtr+HwdOg7/WVP549aC3KdW2oXQWapvHNN9/QtWtXzj//fJeVWfr27Uvjxo1p0aIFn3zyCQ0bVpDdqAqrBVbYuhloZhhwi9puf65xH/sbV3mOOXcO6FDx/e0/0+zjPvl/7N69e4mgNCQkhMcee4zJkycH7mIBpw7D4hch2c1aYnfkZXo2oa6WkT67lVCYp7KsdqNfALObq5B1HGtcGdw4G4oKvD++UmiaFrj/1wFAgtZAVG6mtQa2vbKXB4RGq4xfWeyXY9A9b4Jvz7SGxriuHGZ3hnO29RXPju0PuRnwxSQVDAF0uhBGPVm1YzpPHPJiiUBiYiJLlizh66+/dln1xWQysXbtWvbv38+kSR7U31bGjl/h5H613eUiNbkPjJnA4F6JgD1jWr+5OpGqiHM21svZ1hpJ12HjHHh7EPz1tGrg7o1g/sAK+G9reL0HJFei5l3UTSveNF4XOl1o9AR3R3AYdLO9buWmw6555d9fVAsJWgOROzWtUHOCVnt5QFlZVru2I41tT7Khug5ptolYcW1cW5jYtTwDmvZT2weWwcFV7h+/uuWkw5yrjPrKJn3g4nfKD/jd0dB3AVaDBg0IDw8vcXtSUlL1ZIiWv2FsD7rd2K7fDBp1Vdv7l6i617LkZULmIbXtPMmqPD78mdY4Oenw9bXw/U1Gm7uCLFg1q+rH/udDVZOYeQg+Or9khwghiss4qMrBQL2PnvuM58fo5dQTdb3vSwRExSRoDUTOQWttyrSWNQnLLrEHhNtqdvcudL/2NOuY6joAJetZ7TQNzrzX+HpZgGZbk9fAO0ON5VnrNYfLZ0NIRNWP3dA7LZoCzsFVRkurFmdAk96u++3ZVku+ClzL4skkrNLu5+XJWDXK7vkqu7rtB+M2s61106p3XTuIeErXYd9i42tLPnx/s5qcWFO7gQj3pO+Dj8bCN9eXf8JZnNUKP0w15n2ceY+6euKppB7QyLYq3p4/ITOl/PsLn5OgNRA5lweUqGl1ClprWk1rWe2u7EwmY+JM5mH3V24qr57VWbtzjQzart+qbUaoW3RdtWT58Dw4laxuq98crvqm4pmu7opKMGqia1NW0N4xAGDw7SX3t3dacWbXb2Ufx/lnUtEkLLvY1kZwVpt+pp5Y96lavCMrVX0d01Qti2lfWjj/FKz9oPLHP7HL6dhNjNuXz4AvL3PtTiICi67D1u/h/bPhp2mevWflnoTPJ6kT+C3fwlfXuN/De9VM48Q/oRMMvsPzsYNKdvSyTcjSrbCx5GQ4Ub0kaA1E7mZat3wDJ/YQ0CxFalUqqDjTCpDU3dg+6mZQ6dw5IK6MTCuooNi5ttXeqN/fck/C7Cvgj4fBapto0uF8uHmJe5OBPGHv15q2B4ryvXtsf8g9Cdtsa3fXa65OTIpr2tfI4O/6o+wMvnPQ6W6m1RwMce2Mx9ekzhTeYLXCImPyHd0vg1v/htbDYOBtYLat9rPiLdfXNU84Z1mHPwiXfGSczO/+Az48v3b8Ldc2aXvhswmqZOTQalj3CbzZT9U8V/R/YilUj0vbbdy2508V+Fb02KPbYL5tmWhTsFosoPj7qCe6TTI626z/rO79jwcYCVoDUXmZ1tjWEGy7VHxkPcwcBH89p2ZJBiJ32l05s9cfgvuXsF16tJYTtAJ0uRgatFTbW79Ts5z9qSgfPhwDO+eqr01BcO6zcNnnxupn3mTPNOsWlcGq6TZ/oy4Xg6o/K63u12SGdmer7dNHIHVz6ceyX97XTBDf3v0x2APcvAw4ner+42qDf5eqqyKg3tzHv2MsfRvdyFixLfu4esOvjP1OQWvrYep/+IbfVUYX4Ohm9/vwCt8rzINFz6tykb0LXPflpqua588vUTWnpdF1mPeAMRm3XjMItc/i/xLmP1b2cxcVqBaB9teEsx5yTYRURmSc0WYwfS8cXFm144kqkaDVj45llhFolpdpDYuBa38xgjtLASx+XgWvgdjKyWVhAXeC1krUXZbXo7U4cxD0uU5t61ZI3eTec/jK/iXGTP56zdQKXoNuK30ymTc4TzA66t1FBvxi3ce2DQ16XlH2/Zy7COwuI8CxZ1pjW3uWmWnY0diua3Wtm+YY26X9/AffYSzA8Pfrni/RbLUYl3kbtDLqEpN6wMT/Gfcrr1ZZ+J6uw5ENqs3Z2wNV9t0eOCZ0giu/hX434lhlas+f8NZAWPIiZCS7Hmv1u0Y5SUg0XPk1XP6FkbX/+3VY4boSnMOi59RJDECzgTCk5PK2ldLLabnsyp58Ca+QoNUPNh3KYMrHaxjywkIOnSxlgYDyMq2gZpPftBjOecZY5Sh9n2ovsyPAlvJzZzUsZzFNjPu5G7Tal3CNiDeyPOVxzqKVdbZfXQ78bWxf+IZawcuXXJYereFB65ENRta07UjVKaAsbUcawVNpWbmcdKOGOqFjyf3l8eFyrgGtIMcozYhOMurRnTVoYSw3fCoZNn3l2XOkbDReQ1oPc93XpI8KasA1Gyt8r6gAju9S9ao/3gYvd4R3h6k2Z/YWU8ERcPaTcMtSaDdKLYxy/W/G629hNix8Gl7rCh+cqybsbf7G6KuqmdRy1Q07qe4vE97DEfT+/qCqZT/5r1EacmAF/P2a2g6Jgotnqass3tBmhPobB/U952eVf3/hM0H+HkBdtO7ASeZvV6sDvbdkH0+M6+p6h/IyrXbmIDXppMtF6lKKfXnSNR9Ax/O9P+jK8rQ8QNNUFvnA32od+KICCAop+/5WqxG0VlQaYOcc3Pg9aF2hPpuCoFl/3z+fc1awpget6z4xtp0zIaUJbwDNB6q/q0Nr1YQQ5/ZxLp0D3Gx35bh/HW17tXOuamkF0O2SsgOEM+62tajSVR15j8vcDyacg9HiQbE5CFoOUZPrTuyCzCMQ0xjhA1nHVOuy1C2qzvTkAVViVBrNrJbOPvcZqNfUdV/zgXDLMljykvpbsC+tmrxSfTg791mjrAfU0tXnvwS/2rrA2D8DRCao4FW3LWl83nMQ26ry329xJjP0uFx1nSnMVoFr7wpec4RPSKbVDy7t15y4SBWIzV6TzImsYpMIKsq0OqvXVNU/2mc7J68OrDYwzq1u3Mm0ghE0WAtdC/FLk3nY+HmV1znAWT3noNWNpT19pTAXDv+jthv3gpBqWIYxNNq4xFqTA6zCXJWVATU5sYMbS9s6VsfSS2b8nAP4hh5mWuu3NP5Pa/LP1FPOvVJ7XFb2/RI6qCAG1P/z9p/dfw7ny/6thpXc73zb/qXuH1e479Rh+OBs1fN09+8qSVA8YI2IV0HdxA/h/n0w6eOSAatdUCiMeBju3QHnvwIthpS8T5/rjFXtnPWbAkPvL3l79nEjQdJhTMUnsZXh3LNV+gT7jQStfhAeYua6IS0ByC+y8uHf+13v4E6mtbgWg9TngtOB1YPTqTzg5SUpfL7KjSDRpa61gmygSz1ra/fGFF7fCKCL11NVp0NrjUxDi8HV97z2fq2nkgO7XZCuq0CktN6I234yGtj3uLz8bLxdt0kqow2w5j2Vpbc7VoVMq8lkdHk4vqNuzC7OOmbU0Dfq5vo/W5oznVeke9m9n1FRvnElolHX0le6c86+SomA92WmwMdjXZd9jmmifu59b4Bzn4MpC+D/dqvL8V3Hu1eiBer32e8GuG4u3L1Nlbu1GqpqX8e8WHZd/1kPweQf4ayHoc+1ql69UVfVIaRpP7hghm/mBMS1MZYaP7DMa0thC89I0OonVw9qSVSoegP9ZMUBTuc5TVDwJNNq12ygse2r2Y17/7K1L1nr/mOcygM2noD//LCF5Xsr6NXn0kGggrZX7vZoLc6ebfRnecCB5cZ2adkGX3G5nL2j7Pv525IX1Rvmm31h95+u+zwpDbCLSVJLOYLKFu2Zb+yzZ0hNQRVP5iuN/WdakGX02a3NNn9jZNt6XFrx/Rv3gja2Fe9SN6la1YocWgNFthP40rKsoE4w7L2H9y2uvhOGogLVbrA2t9o6fRQ+vsAov0rqCfftg3u2wTU/w9hXYNBU1VKuqqv11Wuiyt2u+VmVAJiDy76vpqnlWIfdDxe8riZq3fo3PLAfpsxX/ah9xfmKgqf12cIrakXQqmnaQ5qmrdM0ba2maa9rmual6mvfqRcezJUDVeB0Oq+Iz1Y6BU+VybQ2dw5aV3hhhMUc26EaeW/9Hn641e2HHUoxsmSn9Qh0He6Zs5GT2QVlP8g5qKooa+xJuytn9WxBa2465J92/3He5JiEpRln8NXBOSt2LICy8s7S9qqgFVQg+MWl8M9Hxr4Dy9R20/6eXc4fcLOxvfpd9VnXjfKAuHbuZW2Lq2t1rZtsl0c1k6pndUefa4ztLd9WfP995dSz2rksSHLICLB8afsv8FJbeLMPPJOkeo/OuQoWPgM7f6sdmfas4/DJhUZ5VmI3uPp71f6pLutysdHFYOOXteN3XcPU+KBV07SrgcuBwUB/oCvwoF8H5aYbzmhFSJD6FXywbD95hbbMRWUyrfWbQ7RtEsLBFd79ZyrKh++mGOM6sQtOVFBrCmw+dIoFG4zL9yFR9QFIzczjoe83o5c1xtAo1d4GPAta3S0PANcl/fxRIlBUoOqPARK7un9JzRtqQoD1+0OqnZudboGf74QFT7pmWXtP9uy4zQaoN2BQbXfS9qp6uNx0dZun9ax2CTXgZ+otx3YYmdLWwyE60b3HtTtHzeoGdfJb0WuUvZ5VM5dfPlNdJQKWIvjzUZhzpVFWY+93vP1nWPJf+PJSYwZ7TZWTDp+MMyYnNuwMV/8IEbH+HVcgCG8AHUar7fR9xmu4qDY1PmgF7gA+0nU9T9d1K/AOcLum+arRpfc0jA7jkj6qWP1EVj5f/3NI7bBnWk1BaoasOzTNyLaeTvHuZe+FT5dsyL5zHgAWq86+41mkZxe4BKF7jp3mmg9XE24xWoO8e+MIGtdTmeN5W1L5am05waI9G3j6iHoRLYu9pjW6sWcTmZyDVk8v5+aehNwMzx5TXMpG49JndZYGgMom2ms7A7FX687fjOVW49vDSKdm4ktfVn0aQQVAXS727NiaBv2ds63vFVsJy8N6Vsfj6lDQuslpEkr3ciZgFRccbkyYO5WsLv+XJT8LDtvKkJr0Kb/Hs3MrrH0+ClqzjsGnFxl/e6BWrWs1FCKLLbP813OuJ9M1zY+3G1dg4juoJXnreobVmXM/4o1f+G8cdVS1B62apl2laVqGpmkfVXC/4ZqmLdU07ZimaSmapr2vaVpcsfuEAL0A58LHzUAjwIv9Lnzn5qFtMNnC63eX7KXIYjUymmVkWT/6ez93z9nAvyeyXXc0H2Rse6uudf8SWP6G2g6JwtEnzxZU3PfNRka8vJjeT/1Jzyf/ZNxbf3P3nA1c9f5q0rMLiNaMPrT16sfz6qU9Hd/v4z9tY9/xMvrdubMylqXQmP3vSWkAFMu0ehDgnzwAr3RWfQmr8sbk3J+1Oidhgbr87Vh6dFtgXeIqzDP6NAKM/q+axDPxQ+OyHLbxdh2vsvKe6jbRWG1sw+euwZOnPVrt6jU1eobW5gUGrFajli84EjqN9ezxXScY2+WVCBxYbixpXLw/a3ENWhnlPvuXuE6w84aDK+GdocYiB8GRMOED1fD+mp/hvt1w/34409aCyZIPv9wdWP9X7krZBDttvb7rt4BrfvJtjWhN1GaEarEFsOX7wF2NspaqtqBV07R4TdO+AZ4Byu19pGna2cB84BcgEegOdAGWaJrm/C4VD5iBDKfbTto+N/LOyH2reVwEF/RQl/WT03P5ZVOKkWkNLhm07kjN5PGft/H9+sNMnLWcrUecZn97u6419yR8fwuOIGHMS6roHuDgSlZu2c1364xlUE/lFrIxOYPv1x8m1bbaV7MI2wQzUzAEhzOgdRxTh6sJU7mFFu6cvYGColLeZNxZGSvjoPHG5nHQWsm2V7v/gMIclSW1t1yqDOdJWM2rOWgFaGTLKOY6NdUPBCveNJqTd7oQ2pyltruOVzOGnZe27eVhaYBdcLhRVpCfaZyUQeUzrZpmlBYc3xlYbee8yXnZ1s4Xet6mrc0Io3PH1u/L/jm59GetIGjVNGhtKxHITa948qYn9syHj8aqq1egTvZuXKBOfJxFxMLwB43OHPsX18y2SEtfNrZHPup+6UddYg5WnUhAdTCxL8EtqkV1Zlo/AfYC55R3J03TgoBZwD+6rr+g67pV1/XjwM1AZ+A+57v7arDV6dbhRsA1c9FedHumtZRJWHM3G2ubn8gq4LJ3VrJ6v+3yeaMuRranjEzrF6sOcv1Ha9h8qIJWR7qusgX2N6guF6uZk/Z6Ht3Col8+d9z9rA4JdE6KITzYmAPXu3l9OjWwBbxhMY42JHeOakePZvUB2Hz4FK/O31Xy+V2C1jLehNIq2TkAKp9pdX5Oe+bFU1aL8fuJb++fTIbL5ewAKRHISFZNx0FdZTj3Gdf9LQbBDfOh60Q4+6mqrR7W9wY1iQggL0N9NodWrSG5PUtblFd72+E4L9va3Y2uAcUFhRgdHLKOul5xcGYPWoPCVBujirj0a/VSiUDyaphztdGWrvM4uOkv1/8dZ+ZguHAGxqpND6lFLGqK4zuNFc5i23heelOX9Lzc2K6JJyc1WHUGrTfpuv4AUFGPkJFAa+B75xt1Xd8E7AFucKpXPQ5YgPpOd7WnYgIofVS+jokxjOqk6qJ2Hj1NXo7tsn8p5QG/bXHtWXk6v4irP1jFXzuOqVU77KsqHd9eohZ0zb/pPPT9ZhbuOMY1H64mOb2UJWTtNs5WmRBQffnGvqqCzvajHXfpmq2yuSM6NuTD6/oz984z2fbkuax8cCQ/3T6E2TcNwlxgm5nvtBpWsNnE65f2JDJEBbjvLdlXciwNWqplAKHsTKtLj1YPM61h9Y0xeRS0Oj1n8urKXRo6utXoMVrdpQF2DZ1PCgIkaP3jP0ad75n3up5Y2MW3hYkfwJA7qvZcDVq4/C0DkNC+ass+1vblXHNPwpbv1HZ047Jn9FekohKB7DSjhr75QPc6qLhMxlpS9v3cdXQbfH6JuqoCqtn9JR+rxTnK07Qv9L9Rbeemw+8PV30s1WXZqziuqp15j/eWQK2NErsZJWx75quaZ1Etqi1o1XX9kJt3tb/6bCpl30agCdDGdswCYB2qY4BdN1TAur/EowOYc7a1IM8WtBZ7sd57PItdR1UN6LD2CVzUU5UV5BdZufGTtfy44bBrXavTzMaCIisPfWdMpkrPLuDGT9aSU1BUcjDp+2CuPaGtqabR9suyDTthsdWPDTVtJMJs4T/nG5kHTdNIrBdG96b1VWcE+yzbYqthtYyP5N5zVEP2IqvO24v2uOzHZDYyGse2l34ZsbI9WtVAnXq1ejARyzloteTDoUrMHvVXf1ZngTZxaN9i2PaD2m7QEgZP8/1zDrjJ9euEMjJo7nLuPFAb61o3fGmcVPS5pvJBTcszjZrAbT+q2nRnnpQG2EUnGpnuA8tLHtMTJ/+FTy82MvBdxsP5L7vfsH7EI0Ynl02zVX/rQJe+36hVrtescln0uqaHLduqW6RnazUKxO4B7W2fS1kGhyO2z+2cbpsBXKtpWpimaSbgJuBNvcx+Soqmac00TRvk/IFr8FutejdvQMdEdRZvstiS0cUyrb9tMUoDxnZP4pVJPbl2cEtABX53zdnAwlyntk9Oda3vLN7L7mMq4LW/9u5IPc29X23EanX6UVkK4dsb1cpaoIIH5yyGprEqWGVzY7Rc/tP1JK0TypgMo+vGMq6lzP69YkBzGkaryTVfrz1UMttqLxEoyi39cqs9gNRMKtDxlD1ozTkBBdnl3xdUm6riWdnKLB3pz0lYdvVbqAklEBjlAWv/Z2yf97z7/YmrotUwNTvarqzLvu6qzZlWqxXWvK+2NTP0vqb8+5fHHASdL1LbuSddZ/xnJKuMu11Fk7Cc2QPcgixjeWRPnT4Kn1wEWbbX2jYj4eJ3PAvQw2JUg3y7X+6CgnKuagWCv183FosYcmf5zf2F0u0S9b8AUiJQjQIxaLWn5Er7L7ffVt9+g67rnwGzgeXAamAb8Jwbz3OD7THOH+9WasReoGkal/VTk4PCsPWnLPbGPc9WGhBk0ji7cyNMJo3HLujMXaNUDK/rcNtiDatma2dkq5vcdzyLN/5SAV5YsImvbh5Egi1YnLcllTcWOmUPFz1ntJpJ6qmyBk62Hclk5hHjnGFCVDmTHoryjHqwYplWNRazI8Ossq3FZuNXtDJWmq2ReP3mlWsIX895MpYb2daMAyXX3P53mWfPqetGprV+87LX5/Y1kwnibb/HE7v9P9PZflUgpgm0P696nlPTXBcbaNKnaseLamRckahtQev+xcaVjU5j1epiVdF1vLFtLxHITlMZTnsdfZuR0Li3+8d0PrmuTOurnHT4bIIxEbBpf7j008q9tnQ8HzraOiuc/BdWvu35MapL5hHVRQPU37C7K8zVddGNoK1tlbejm0u2hRQ+EYhBq53b76K6rj+j63pvXdf76rp+h64XjyxK9QFqQQLnj5vKfYSPXdSrCeFBOsGaGr4eZAStyek5bDmsspaD2sRRP0K9kGqaxl2j2vPgaHVpLFcPZaOlpXrQkXXohbk8/P0Wxwz9u0a1p1/LWN65ug8hZvXrf3X+LpXF3b8Ulr6iHmtv6+L0gq3rOk/8vJWV1k5k6ioLHLr397IDHud17UNLbxhxef/mjgD6m3+SOZzhtBpYeR0ECvOM/qqVWXYTPJ+Mlban5G2H1niWRTmxW2V2wX+lAXYJtixjwWn1xuUvpw6pfrygJt1UZ4vlPtepSV3nPV/5Gk07TTNKDE7srtol6kBjz7IC9JtS9eM1G2hcQt/xiwpYP59orMDUuBdM+tizv4WWZxiT6zyta809qfqwHrUFHg07wxVzPO+O4GzMi2oiGagrCZZSSrECwfI3jIU8Bk+rnqsctYXzsq7Oi54InwnEoNUe6ZT2ahFR7D6Vput6sq7rK5w/cO33Wu3qR4QwtpPR0ict3/j1OJcGnNe1ZBuSm4e14Y6RKnO2xmoLRiwFLPrrD1bsSwOgY2I0N5yhZkf3bt6AZy42MplPfLWM/K+nYLS3+q+a9OLk+/WHWbU/nUKC2Bhqa32VcaDsrJK9NADKbA4eFmzmlmEq6Cy06Lz9l1Ng6Hy5tXjQenK/MVZP61ntXBYYcCdodcoE28dmLYTkVe4/ZyCUBtjFtze2T+z03zic+6TaJxJWF5NJTeoaeKt3gmV7iYG1sGY3mHd26rDR1ie+vapJrSqTyci25mfCu8PhyDr1dVw7uPKbiic9FRdeX10dAlVr7u7JZO5JVRJgX+UrtjVc9V3VV4CKaWxMOss8rFZgCzTZJ2Dth2o7vIE6iRPu63A+RNjax6//XP0tCZ8KxKDV3v+otOtPtlNzKl5DtIa6pIexfsLek0bC2F4aoGlwTufSe+fdPaodU85oxVqrEYxsXP6743HPT+hOsNn4lV/St5ktiNV5TJ9FaI4KjNNbng89rwRUdnXF3jSuen8V93y10fHYpgOd2qHsmlf6N+OcaS2lPMDuygFGtvWrtU7Z1ohYIxtTrDwg6/AOx/bpyFJmmbujKplW5xd3T1pfBcIkLDuXoNWP/1LJTkGrO+2NAplzXWxtmYy17mPQbb2U+03xXibcuUTAftIY3Riu/g4i4yt3THu23FIAy2dUfP/cDFWSkLJBfd2gFVzzS9XLH+ycXyec67YDxYq3jMl1A6dWbrGOuiw4zLjyUJhtnAAEkn2L4YvLYN50NfEx67i/R1Qlbq4RWq2WAA+hFhQo3rW3O3AY1fqqVurb2Jh8tTfDQsecQnILLaw7mAFAv5axjgCvOE3TePj8TjyTMwK2vQpAV8s24HwmD2xBT1tvVGcPju5Ii3+/4rwTKnA4pMczZsdF9Pjfai7o0Zg5a5L554Dr2eNVA5vTauAgWHqfqvHc+ZuxGoyzfOfygLKXYQwLNnPz0NY8/et2Ci06Mxft4emLbOvDN+qiLh2f/Bc9L5N1Ry18vvIAjbf8zv/ZauBv+z2T/asW0qd5A3q3aEBcZChFViuFFp0ii5VCq26UMNjecDWgPkHY1/PJOrqPwuwCwmx9ZnWn6pRgs0kF+/ag1RQE3SfB7w+qxQ08mYxlnxwX2VBldPwpwWkS0nF/Zlpt9azmEEjq4b9xeIPz1YHdf9b8XpeWQvjnI7UdHOF6ObSqGvdWEyjtkyzD6quAtbRWZ+7qeQWsnKk6eyx6XtUptzu79PvaA9Yj69XXDVrCtb9AvSaVf/7imvaFRt1U2cHuP9WKeg1aeO/4VVGYC//YgqyQaOjv1+q4mqvfjbDsNfU3t+odGHR75eqgfWH3nzD7CqP8Y9VM9TmurbrSN3Bq1SegVrNADFoXoNpVXQw8b79R07TuqK4BT1XUGaAmc3QOAHKswfyw4bDL/tGllAY40zSNByeeydHnm9GoIJm+pl0kRYfwf+d2KPX+QRpcnf0xABZM3FUwlUwiWbr7BEt3uzbG7tokhtvPaqsyvSZN9VA88Le6vJt1vGSTfJfygHIXQePKAS2YtXgfJ7Ly+WrNIaYOb0vj+uHkxXUkzHZZ7d63ZvPd8Sb01nbxeMgPjsfutTbmcHouyem5/LDBk9pMneGhYURpeezZtY2Lnir78l2I2cSS4G0kAodoyLQPt/JCUDvaF2zHcugfHpuzgqDwGCJCzLaPICJCzESHBRMbGUJcVAjxRUeJtdfhthhcvbWbpYltrQJwaxGcKGWBh+pQlG9clk3qAUGln5DVGM36q8lkmYdVG5wR/1GXiWuqHb8YK6Z1n1Th/7FHNE1lIuc/pgLiK7+u+htoQgc1c/+naYAO306BmxaVXDQiM0W9mdtLEuq3UBlWb0+M1DToex38eo8az7qP1UpTgWDbj8bl7F5XqfIK4bmoBHUyt+5j1XViyzfq5Mnf9syH2VcaAauztD3qY8v3cMMfxgqJNUDABa26rhdpmnYLMFfTtAeAF4FY1CpZ22xfe42maSGAvb+H/yvQi4yJSHmE8O2aZOqFG7+m0upZizObNBI6D4cNn1Jfy2bW6Ciiw8poYZK+Dy1XLUJg6j6RmzteRe78XWw9YgSc/Vo24Laz2jKsfQKac6DVYbStRlOH3b+rFz5nLuUBZWdaAcJDzNwyTGVbCyxWJs5cTm6hhTPzrMywnbSGpe9gsOkk7we/TISmgvvdjUbTJbIr+QdPciKrlH/Ocmkc0hPoqCXTRCt/5RqzJYfEYFUbvLOwEesPZvBHUHvaB23HjIWDG/9iibX8LOG5pjW8Y/teZu2LZ/n/VtMwOpRGMaEk1QunfaNoOjSKpl5ENbWbMQerwPXELv9lWlM2GS+qNb00ANTPdOBU+ONhVde6ciac85S/R1V5az4wtvve4P3jD75DBaoNO1Utw+qs92Q4tFYFEXkZ8NXVcMOfxrLY236Cn+8wArb6LeDaX12Xdvam7pPgz0dVK651n6rlXgOhpZRzuUJfqWWtkkG3q783gOVvqh6u/kxK7P3LFrDakmD9pqilZw8uhwMrIHmlen8uOA1fTIIpC1Q3hBqg2oJWTdOuAF4B7A3vLtU07TwgTdf1Ls731XX9D03TRgFPA/eiVr2aCzyg6/ppLw/tIeAxLx+zQh9v/RizZubKTle6BoJOKyzl6SFsTzGCx57N6pNUr+QqWaUxtRgEGz4FoId1OzCo9DumGnWqWtP+nN25EaM6NWT+9mOs2pfG2Z0bMaB1XOmPbT/a6Km4c17JoDXf/Uwr2LOtezmRVcCRU+rnsEMz3sguNf9FZ1MywdhmZXedSLuLZ/GuORhd1zmYnsOG5Azyi6wEmzWCTCbHZ5PJqBDQdTWFKzu/iMi/W8GJZBK0U0zoFkeOrt5M7L8SDY38Iivx2TvBtujJseCmxJiDWFvUFVDLHg4ybaswaG2vGW21Fmc2YkVG6bVFiTFhtE+MplNiNL2a16d38wY0jPHR+VR8exW0Zh9Tb+L2lk3VxXlxhtoQtIJqvL/kv+pNYe2HqnSmJmaxju0w6rWb9oek7t5/DpMJ2p/r/eOOeVG1IDqyTn3+5R41ufS36bD+M+N+8e3hqm99F7CCmlDWbaIqs8g+Bjt+hS4X+e753JG6xZhA2uIM11Ih4bmE9qpV367f4NhW2LvQaIdV3fYthi8vVy0nAfpeD2NeUm9qzQfAGXersp/PL4F9f6kuPF9eCtfOhZCI8o8dAKotaNV1/QvgCw/uvwg4w2cDMjyLkb3tDyz09RMuPbSUl9e+jI7OrpO7+M/A/xBitqXgimVataBMNHMW1vykCksDXDQfaGwfXKn+cEuT4rTwWKJ6U9I01Qf27M4VnHnFt1UTF07uV5mN4lxaXpWfaQWVbX1kbGf+7+uNmE0aLeMiaRPXC8u+IMx6ET1M+4w797oaLnjd0fRb0zRaxEXSIs7DFjVHOsAJ1R7n5XNi1YtPabYmw9dq8/LRw7m837lQcCb68/9FsxYypekhRk8cTk6BhZyCIrILLOTkF3Eqt5C07ALSswsYsTMNbKdcJ8Jbo+WU3i0sNTOP1Mw8luwygtom9cPp06IB/VrFcmGPxtQL91KmpvhkrOqeve+0alu1P7evhEarzMbSl1Um458P1RtFTZJxEH57wPjaG22uqlNQKEz6BN4dBjlpsPEL2P2H0W4O1Pd09lPV80bd93qjNnjt//wftDpnWfuV8d4gPDPodhW0gmoj5o+g9cBy+PIyI47ofQ2MKWU1N3Owain3wblqwuiR9fDdjep/JsCX7w248oDqZlsKtgBA07RKLCTvudScVEyaCYtu4fs937P/1H5ePetV4sPjHZnWPE1jW8PDRMb8F81UhCW3KfXj78Cqt8Jk70VYntjWqhVHTlrpAaWdvZ4QzbUvqrsSOqigNStVFfYHO2WC3Wh5Vdy4nk04v1sSJk3DZLL9o83sZPRPBBhwC5z7nMrSVFXxDgJlBa3O7YvsLbZCItCa9oODywk+uomWUZbyv88DKSpojYjnz/snUmixkpZVwNHMPA6m57Dr6Gl2pp5m59HTHEzPcQloD2fkcjgjl582HuGFeTu4ckBzrj+jFY2qmoEtPhmrugNH+99mdJKqBa0t+t+sLhNa8lWJwMCpNaNeNzdDBdur3jEuLUbEQ+dxfh1WpdRvBhP/pyZb6VYjYI1MgHFv+SbDW5akHmpS2OF/1EINJ/aUaClYbfJPw6Y5ajsiHjpe4J9x1DYtz1At11I2qAxm6hZIrMZFNosK4LubodDW6q3X1TD2tbLfJ8PqwZVfwXsjbVcAflFlLOc+U21DroxAbHlV613S/hJmjppJTIgKcDYc38Blv1zG1rStUJjD4vAwLmqSxOb6+9BMqiG1OfwQT6+9n4k/T2Te/nlYrBWsn6Bp0MTWSzV9r1rtpThdh1RbpjWubeXandR3mglbvG2US3lAfbcPGWQ2GQErQBOnVXHO/D/VCN4bASu436u1tKAV1AsVqC4KTsvmllCUb3QfsE02CTabSKwXRo9m9bmgR2PuPacD707uy+L7zmLrE+fyzS2DeHB0R87p3Ij4KCPgycov4p0l+zjzhb+Y/u0m9h3Pcve7LcmfvVozj0DmIbVd3YsK+Fp0I+hpW5s866gRJASqwjxY8TbM6KlaRdkD1nrN1KpQNbXhfOvhrqv6tTsXbl1evQGrnfPVLvusfX/Y/LWqrwXofXXgzHSv6TRNLc5gt+LN6n3+jV8Y72Edx8IFMyp+n6zfHK6YbSwZv+JN1zr2ACRBq58MajyIL8//kjb1VGP9ozlHuWbeNdyw83/cntiQw8EqCa5bQ7DkGIHh7pO7uX/J/Yz9fizPrXqO+QfmczKvjIbGzjWCpa3FnXlEZWKh8vVqDVoa2/bWNXYu5QEeNgp3Nny6mmV88bsw8hHvBjfu9mq1B5xB4UbvWIBWTo3Wy+vXmrZHzdIHt2ZIR4QE0bdlLDcPa8O7k/uy5uGRLL5vOLed1YboMPW3UWCxMntNMiNfWcyD323mZLanE9FwDVqPV3MHgdpYGuBs8B2o5mrA3zPAavXrcErQdTj0j6r3fLm9auFmn5wUVk9dOr99rf8XwaiqM+6Gy+fAld+qVa6iGvpnHF3GGysDbvjcZf5CtdF1WGMvDdCgz7XVP4barPM4iLF1oNj8jepSUR0sheoKCahV4c5+0v3ETpM+MOE9HK9Vc+/zrI1jNZOg1Y+axzTnszGfMazpMADyLfmszjrg2H9ubHdeHfwFzw58h09Hf8rQpsYyk4eyDvHFji+4e9HdDJ0zlPE/jefplU/zydZPWHBwATvTd5KV6HS533nVITt7lhUq3x+z3KDVlmkNjkQ3BXEi9wTZhdmeP0dMY7jgNehxaeXGWB53g1b7uuuxrV1fDJr2B7MtC1reP7rzqmGVaOtjr9m979yOLJ8+gofGdKRRjHpeXYcvVx/krJcX8eXqg1itHnSEC40yXmSru+2V899kbZmE5SyuDXSyXXpN222sKuVv+Vmqr+RbA+D9EbD2A+ME0xQMA2+DOzaolcJqaobVmaZBh/Og3Sj/ZvNDnPrc5p5ULaeq2+F/jFKrtqNcX79F1ZmD1ep6oLqHuLPAhTds/NJ4/+p2iXrt8USnC4wuJ21HQuOeXh2eN9X5mlZ/iwqJ4vWzXufNDW/y/ma1vnfLgkIeSktn0JDroa295rAJb418ix3pO/hg8wcsPrSYXKdJW7tP7mb3yZKrGsU2b8IZObmMSF7E4KK7CQ9yqjl11LOC3qgbuYU55BTlkFOYQ3ZhNhbdQouYFkSHlJMldW6UffKA6768UxwMCmJug/rM+/Ei9p1SE6kigiJoGNGQhIgEEsITSIxMpHFkY5KikkiKVB/hQeGYNJNrZ4VypOels+fkHv7N/Jeo4CjaN2hPi3otCDZVMGEpIk71iCzMKTtozUk3MtLFXwyCw1SW8N+l6iQgN6P0meIuQWvVeuJFhwVz09A2XDO4Jd+vO8xLf+ziRFY+GTmFPPjdZmavSeapcV3o3rSUcZQmvp26TJ9xQGV/qitQsQetpmBj+c3aZsidsP0ntf33a9DxfP8GTpZC+OTCkldeIuJVa6b+N5XsaSq8p+91sPodtb36Xd+ciJfHpc2VTMDyid6TYcmLqt3a6nfVVcKy5kp4g6UQlryktjUTDL2vcscZdLtKEHUaB+bADQ0Dd2R1iNlk5s7ed3JmkzM5+s8HjFr9mWocG1yyvVXH2I68OOxFCq2FbD2xlbVH17ImdQ3rj613CWLt0s1mfoqO4ic9hbDZQxnceDD9k/pzMu8kR5J/5XBSQ44EBXF8+T1Y/i69TrZ5dHM6xXWiY2xHOsV2oklUExpGNCQiOMKlptWavp9j2akkn05mW9o2fgvNZEsz26X0U8bM/5yiHP7N/Jd/M/916+dj0kyYMBEZEkmD0AbUC61H/dD6xITEkJqTyt6MvaTnlazZDTYF06Z+G9o3aE/req1pWa8lrWJa0Sy6GcH2PomaprKtx3dARnKJY6gfolPXgrhSJk+0PFMFrbpVzd7sOKbkfZyD1oSObn3fFQkNMnNZ/+aM6Z7Eq3/u4uPl/2LVYWNyBuPe+puXL+nB+N5uNEtP6KAmDuhWVcZQHZMHigrgyAa1ndS9dmT0StO0r2opdGCZCtIPrvDv5fblbxgBqylItenpeQW0OycweofWdg07Ga8Xh9eqJYybVdNVhpx02PKt2o5p6p+63rogLAbOehjm3adKwn57AK76zncnq5vmqIQDQNcJKglRGZqmHh/g6nzQGkiLC/Ru1BvCnC4hBpU9nGBTMD0b9qRnw55M6TaFQmshBzMPcjjrMIdOH+Jw1mEOZx1mU/JSjuuq1jHPksfC5IUsTHbq6hVmew697IldB08f5ODpg/z+7+8ut8eExNAoshH1mzThOFYOF2yh8BunJRODjH/SYFMwgxsPJsQcwrGcYxzPOc6x3GMU2es8y2HVrVixcir/FKecl4atQKG1kB3pO9iRvsPldrNmpklUE1rXa02b+m1oE1OPtqeCaZV9lLDCPApMJrIKs8gqyOJ04WlS9/7KwXrRHAgO5t+MVRz8agQW3UJceBzxYfHEW63EN6hPjNWKaetHmC3HMWtmR4eIrMIssjO3kBUXS3ZoBLnL/0ORtYgiaxGF1kKKrEVYbWu7a5qGhgYamDARYg4h2BxMiCmEYFMwYUFhhAeFExEcQUSQ+ggLCqNjO51pDXP4ddMRDqRnAxpP/rWFBnFDaBydQIOwBjQIbWAE686KT8aqjqA1dbMx2adpLaxndXbGXSpoBVj2qv+C1hN71NKmoEpablkq/Tn9YeBUo/591czqC1o3zjZ6d/a5JuBbG9Vofa9Xk+2ObVM9W3fOKz2ZUVWWIiPLilb5LGsNUueDVvy0uECZCp2ypaVkWstizyq2qe96+dq65gO2zJ/OgohwFjZqxb/5rhnJEKtOY1MojZJ6ERMSQ3hQOJHBkUQGR2LVrew6uYvtadtJy0sr8ZyZBZlkFmRCiBljzQiDSdfpl5fP+REtGHnpd45uCY6x6VZO5p0kNSeVlKwUjmQdISU7hdTsVAqthY5gVdd1LFYLpwtPcyr/FCfzTpJTpNp6mDUzLWJa0LZ+W9rWb0ur+q3IzM9k18ld7D65m10nd5FV6Dq73qJbHIH4okOL1I1NkjDpOkGzB1NgLSz5A461Nd3PNrKx6Xnp7MZWklHf9r1lbYe12ykhDAizdWc4tLjkfm8JgTBbO18LcMeiz1x3m0KIDI4kIjiCyOBIooKjiCwqICohjkirlajdc4iynCAqJIrokGiig6OJCokiMjiSQmsh+UX55FnyyCvKI9+Sr35HtoDb+fel6zpW1D5d1x2PyS3KJa8oj7zUjVgS4rACFB7Auvj/0HXdEZTb/wbtQXmoOdTxOdQcilkz/t7sJSS6rqOjG59Rtb0mTI6TgdLaxenoWHUrhZZCCq3Gh8V2Iue8arRJMxFsCibYFKxOKEzBBJmCSny43Kf5AEIadcF8dCva7j/QjmxAS+qBpmklx2z7XPznatEtalyWQgqsBRRYCii0FlJgKSDfkk++Jd9xm1W3Oo5l/N6DCV30AqHBEBoUSmi/KYQFBxF6+hBhQWGEmcMIDQolSAtyuyRHuNJ13XEi6viwFJY8MU/qjBbXgrCTyURs/4nQjIOYvbUaWFmsFlijys/QzKodkqhQviWfzPxMThecdrzfFVgKHP/fweZgRzIhIVwlB0yaSV1eH/0CfGyraf/9QWgzwvtXlDZ/rVpOAnS5uE6chErQ6ofFBcpV5DSjtJxMq7tMzfrTPb+A7vkF3N2mD/vOu529p/aScPIQTX6+hziLFdPwB9UM/XIczznO9vTt7D65m6M5RzmafVR9zjnKydwTxBcV0bSwiKYdL6JpgzY0DY1jwNc3kWCxQtczoVjACioAiAuPIy48ji5xnvWILbAUkFmQSUxIjLEwQyl0XSclO4X9p/bzb+a/Lp+P5Rxzua9V00oPWJ0EaUE0i2lGqDmUtNw00vLSHMGFJzQ0lwDHrJkdgZY92LDqVgosBRRYK9EVoAwF1gIK8gs4mV+s40SUbVGGzO2woZSg2xfsz3lyi/qozSKAVrbA5E8/BQwmIMm2YMjhn9VHKYK0IMwmM0GmIMyauUTAb9/WNNtn29cmzYRZM6sPk9mxbTKZHFceSvvsfBz7cxU/EXHetp8QlXqSomPcx3YSZbFayvwfdT65MT7pLoG/jo5Ft2CxWrDoFsdVkuIBqjtXjRxiMCZA/ng+oeZQx8laRHAEkUHGiaXzCZD9RMn5Z+j8s9c0zXG78+9JS92CqfAoWnSUmnR7ZAn6Ed34GejGdmnsv5PivzfH789+Ymj7/em6+pnZT76sutXxM3L+eZX2fPa/G/vro/05XcZjO+Gzn9DZn8O+bb96VWQtcvzuivQix9cuJ6i27dyiXLILsx0fWYVZFFbwflBckCmIhuENHXM26rftTb20vdSzpFHvjzuJ7nqJ43fofOJrNpkd/3eO/xvb79X+/2GyzZt3/MwsRehL/4vVZMKqaVj7X48164g62dZxSRo4//07rubZtov/3Zg0Ew0j/NRhww11Pmj1x+IC5XJug+JBprVMCZ2MiUaH1tC6fmta128Nh14Hi+0PObHidlcJEQkkRCS4dDBwWPAULLVdohh7qarjyzhoHN+N1bA8FWIOUYsxVEDTNBpHNaZxVGOGNBnisu90wWn2Zuxl77av2bPpM/YFB1MQ346ouLZEBUepj5Ao4v/5nBbpB2ihhZF07x6CnC6xW6wWTuaf5MSS/5K97iOsGlhGPoq1cW+K9CLMmpmo/X8TtfgFIq06UWNeJqzX1QSZ3P/Xs2dwCqwFjmxldmE2uUW55BTmkGfJM17gbG9Un63az58796GZsxnQNoRWjSAjL4PsIvWCbJ9sl1WYVWottKi7ivQiiixF5NvLN4TP2bPlGfkZvnuS+Fj1uTAZVj3tu+epw4qsRRzJPsKR7CPGjfVtbc5OLIdFy737hM4nP4umeuWQGhqbrtlU8R39pM4HrQHHOYDwQqYVcxA07q1q6o5uhYIc1XrFefnWqq4p7tJB4F8VtFZiNazqFh0SreqCCyywyNYIuv1kGPGocSddh9/+CwV50LhzickqZpOZ+PB44tuPhRW2WcEnU6GfU93ilrlQaMvCJPVUE2A8oGmaugxlDiYy2L1latuf3Ze/1i8kr9DKpk1BvD19BDFhpU+0sVgt5Hx4LllH1pEVHErWtT9zuihH1fQWnOZ04WlyCnMcl8HsWaEQcwhmk9nItGFy1OLaswOgMuqh5lDHpf7w/CxC3xlOEKC1OxdtwnuO++YV5ZFj62Jhz3jkW1RJgr00wV6WUOrPCtesHeCSmbPq1lIvf5s1s+NSv/2yn/04zuzZm+JZGkd9si2bU1omp+jkPvSjW9EBPaYJNOqCjl4yy+icIXPaDjGFuGTbgk3BjnKJEHMIoeZQgs3BLsdC19FXvEVh6kbyNY381kMpaDPC5eeZV5Tn+No+fntGqsha5JLJdM7I2bNbzqUg9mykPbNVIhNmy3padEuZWb2qsH/vzn+Djo+yOjxqxmPt7I+x327P/DlnoO2/gyBTkOMycZApSNWf2762X0Up/jdn1a3kHlhG3old5JpM5CW0JycsRv3dF2STXaROLH3xMxIlaWiEBYUZJVO2zxHBEcSExBATGkN0SDQxITGEmcNKZNmzCrM4lnPM5aOmJgPcWnHTjyRoDTTezrQCNO2jglbdopaYazHY6NEaHlv15TNderXa6mucFxYIq1e14/taeb1as44aq8eU1jnArmk/MIeApQD+/dt1n6NzgAbx1VNzlBAdyjWDWvLOkn1k5hXxv2X7uWtU6W1XzCYz0fEdiU5eA5YcCImFxL6+G9y2n4xG+80HgVNLtcjgSOLC43z33P5UlA+v94DTKXA8Ay74UrWY8aWt38MeW3YntjWM/Z/3XleqyHEJ36kW2rmO1x7oOV/KdA7wi58c1Tjt9sIbfVDXcuNh6q8uM8ytutWlVtlez1xoKSxx6d1+EmCxWhwnFI7LxAufwnpknTrmWQ+iJfUqMRTnn7XjEn+xsgzA5aTD+XldSjd0q0vJgsmkThjsJ4TOn4v/7uzHsNeUW6wWRxmB8wmTjo4JU4nncb60bj++/QTDfum9tLrz0k4sqkLXdXKKctTk4exjZHx1NafyTpBl0igYeBuF9Zu6nNAWLz+x/3ydTw6tutX4XzidAvsWAWCq1wxTm7Mc3ytglIg4/Z84j83+c3Q+tv3/MNBJ0BpoHGdnmgqCvMG5cfuhtaqm6YRtAlFSj6q34nAJWm2tN5yXcPVBeYBXRcarla6KcksGrfaVsKD8oDU4XC2be3C56n+bf9pYBcwetDZoqbLc1eSmoa35dOUBcgosfLBsP9cNbkW9iDLaGjkX8J/YrQIcX3FZVKCWdw5wFhQKg26DP/6jGo+veMu363wX5sJvDxpfXzAjYAJWMOrpzKVM4qwT4tqolmO75sHx7bB/sVp21sakmQgPCnftre2po1thr+2kpVFX6Hdn7VouOUBpmuaYTNo4qjGMfAa+stWyb/0Tpiys2lLkn14MJ2yTqi/4vOavWueBGnqKWovZM63B4d57cWnilDU7tAZSt+CYdVDV0gBQmVr7JW/7qlgu5QH1q/4cvqRpUL+Z2i7eqzVtr7Fd0SojLW01s7oFDq5S27kn4bStvqmKiwp4Ki4qlGsGtwTgdF4RHyzbV/adnTPAx3f6dmDJtp+NKSigV17xiT7XGf8Paz9UvTN9Zc0HKqsL0PNK1yWHRWCwr54EsHKm94+//A1je4gErH7T6QLVnxfgyHrY9n3lj3Vsu2qjBarcrPmgKg+vJpGgNdDYM63eqGe1i0kyirUP/+O6fKsbk7AqZDJDPVvQZ8+0upQHBHimFYwSgdMp6jKunUumtYKgtYXTRC97H8ZjTj1iK7F8a1XddGZrIkNUJut/f/9LRk4ZnQicG1Kf8GHQWpgLh9WlShr3CqjMX7UIjYIBt6jtwmxY9Y5vnic/S/WEBXXFZviD5d9f+EerocbJ7K7fXU+SqyojWbVEAqjXXLVEEv6haXD2E8bXC55UC6xUhvPJzcCpde5EpM4HrZqmhWiaFqlpWiR+XlwAcMq0evkyctM+6nPmYdj1m3F7Ug/vHN9eIpB5SC0rl1+DalrBqa5Vh1OHjNud30RiKwham/U3Ms4HbHWtx7YZ+/0QtDaIDOH6M9SynFn5Rby/dH/pd6zf3DhROr7LdwM6sl5dGgdoPtB3zxPIBtwM9gl1q2apUhJvW/0u5JxQ232uNa4kiMCiacZJDLoqGfGWlTPVikygylJkxTP/atLHOHE4+a/rkrruyk5TK2ABRCXWyROROh+0ohYXyLJ9+LdHKxiZVm83IXaua92zwPYckRUHYu6ydxDQrXAq2TXTGug1reCyHC1fTTYCN3umNbJhxRnjkEj1wgQqOCvIVsvD2lVzeYDdlDNaExWqgukfNhx2aTrvYDJDnC3bemKn6prgCwecWr7UsctaDhGxag16UOuTe/uycN4p+Pt1tR0UBmfe693jC+/qPgkiE9T2uo9dl42urNyT8M9Haju8AfSWxQQCwshHwWQ7eVjyX9cyOnf88z+jl3v/KRDkpXkvNYgErWpxgSjbxwg/j8XItFal+L40znWt9nrWxG5VKwZ35jIZ698a0fLKRY/L1Is7wNEt8O4wWPep0Q2hvElYzuwlAtYiVbtpn4RlCnL/GF5WLyKY4R3Um+Khk7nsOppV+h0TbN0F8k5B9nHfDObgSmO7WR3NtIIt8xWqtpe86FpGUlUrZ6pgGKDfFIhO9N6xhfcFhxvLb1qL4K9nq37MNR+o8hOAfjeqE2rhf7Gt1RKvADlpxsmlO4oKYLVtVbOgMOhzvffHVwPU+aBV1/UCXdezdV3PBvy/uICvMq1JPUr2B/XGJCy74kGrc/eAmlAeEJ0INy8xZrMX5sBPt6sWVlBxPatdS+e6VltvXFBZTD+eFY/q1MixPX/70dLv5OvJWFYLJK82niuylra2ckdMYxjxsNq2FMCPU9U64lWVk25cYg6OhDPurvoxhe/1udYoUdr8tWsfbU+dToXlM9R2UJgqRxGBY9j9Rpu/FW9BZop7j9v6PWSlqu0el9XZ1886H7QGHEem1ctBa0gENCq2VKo3JmHZOV9eP3nAKA/QTBAS5b3n8aX6zeG6ubbLqcWK293NkjYboNb2Btj6A+TaZof7oZ7V2bD2CZhs39KCMoNWH0/GOrbNqHWuq/WszgbdbpSTHP4HVnqhnnH5G8YJ44CbVTs3EfiCQuGs/xhfL3iy8sea+3/G62//G+VvINBExqtODqCSVIueq/gxuu76+jDg1rLvW8tJ0BpIrFawL53oi1nVTYo1jPdlptVeHhAaU7NmN5qDVd3R1d+rOla7Rl3de3xotJoVD5DuNInLT/Wsdg0iQ+jbQi3juD45g7SsUpbodO7V6ovJWM6lAXW1ntWZyQzj3jb6MS98pmo/96zjRjeC0BgYPK3qYxTVp9tEaGhLLOz5U12p8dS2H2H7z2q7QUvpGhGoBk1VE6kA1n9acXnQwRWq/zdAm5HQsKNvxxfAJGgNJEVO1QnezrSC62QsUzAkeDH7F94AQm1lACf/Nc70a0I9a2nanAW3/g39b1JnxW08KHd2LhGw83OmFWBkJxWE6zr8tbOUmtW4tiozDr7JtB5cYWy3kKAVUG8+w6erbUs+/HibKqOojL9fM+oYB92mJnyJmsNkhlGPGV/Pf9yzCZE56fDr/xlfXzBDalkDVUgknGU7odCt8P3Nqk1daaxWWPqy8fXAqb4fXwCToDWQOAetvsi0NnXKtDbs5N0aS02DBraarIwDxiXK0BpQz1qWqIYw5kU4+0nPJqy1OKPkbQERtBp1raWWCASFGhlzb2dadR0O2ILW6CTXcpK6bvCdqkk4wKHVqg2Wp5KdHhfewLVpvag52p0DzW2rGx1aAzvnuv/YP/4D2cfUdu/J0HqY98cnvKfnVWoyNKjl1b+5rmRdu67Dr3fDnvnq6/gO0HZktQ4z0EjQ6g+6rRfo7vmQdcy4vTDX2PZFpjW2jXGZu+P53j++PeDJPWnMPq8Jk7C8rflAI2MJ6nfpXD7hJ20SImkZp/r/Ltl1nPyiUjJ69uz76SOQm+G9J884aKwM1nxgzSoZ8TVzEFw002iFs+BJOLGn/Mc4y0mHr68zenIOf6hu/t/VBpoGox43vl7wpHuZ9z0LYMPnajsqEc5+yifDE15kDoLLvlQn8QC7/4Bf7zGy67oOv003WpcFhcOFM+r8a6cErf6w7hN4tQt8PgH2LTZu93Wm1WRSE41u+NNoseJNzoGZblWfa2p5QFWExbgu2pDQQV368zNN0xjRUWVbswssrN5fyhKizrVS3uwg4FLPWnfWyXZbo84w7AG1XZQHX16mGolXxGq7tJhpWxCj41g1+UbUXM0HQIcxavv4Dlj5dvn3z8+Cn+8yvh77CoTX99XohDfVbwZXfm10E1j3MSx5SQWsfz5qXD0xh8LlX8oEViRo9Y/49sb28e3Gtq8zraAyMM36+yaIKu2Sb13N+Dgv6ernSVjORnUyJpct2H6s5B2c65yd/zar6qDzogLywluqM+4yWq6l7YYvJqkFKsqz/HWVoQH1/zfuzTqfiakVRjyCo4PJH/+BeQ+olQaLyzsFP02DUwfV110u9s1VNOE7id3g0k+NlpR/PQ1fXGq0LTMFw6WfqXkWQoJWvyzj6pzNcp416OtMq681aFXytpqwGpYvtHKqJ7PXLQWAfq1iiQ5TL47ztx8tuTpWWX+bVWXPtIbGlGy9JhRzMFw+22ivdnituuxfVv/WA8thge0ysDkELvnIWCBD1GyNOqtaertVs+DTiyHbtjSvrsPG2fBGX9j6nbotvAGM/m/1j1VUXZuz4MI3ja93/64+a2b1f93+HL8MKxDV+aAVfyzjGt7AaHdR3ZlWXyqtbrMulgcAtB0F/W+GzhdBr6v8PRqHYLOJYe3LWR0rrp1Rj+utTGtOurGcra+y/LVFZBxc9R1E2SbN7f4dfrmz5CzyrOPwzfWg2+odz3kGmvSu3rEK3xpyB1z2hXHp+N+l8O5w1WT+w9GqLMQ+8So8FiZ8oCaPipqp5+UwwqlXr2aCCe9Bp7H+G1MACqr4LrXes8CLtu3+VFfg2rCTWt0ifb8KVoPDa36mtX4z1CUtpzfYuloeYDLBmMDMeozs1JBfNqlVWBbsOEqHxGhjZ3CYypin7/VeptWlnlVKAyrUoAVc+Q18OAYKTsP6z1RQ0rQfpG5SqyUd/gdybFm3zhdJHWtt1fF8uHEBfHm5+p88lQxfX+t0B02tpjXyUWlxVhuc+X+ApvrtnnkvdLnI3yMKOHU+0+q3ZVwdLZB0OGFrL1TTM61BoWp5Smd1tTwggA1v39BpdaxS6lrtf5tZqaoTRFU592eVRQXck9QdLvvc6CiwfAZ8dTUseVFlX+0Ba2xruPANqWOtzRI6wI0Lod25rrc37q1uv+A1CVhrC02Dof8HtyyVgLUMdT5o9ZuEUmoHnYPWmphphZIlAnU10xrAnFfHWnfwZMnVsUr726wKe6bVFGwsWyoq1noYjH+n9H31W0C3S9TKbXW1BKcuCa+v6p1HPgbNBsLY12DKAikJEXWOlAf4S8NSZmkX1fBMK6g30wN/G1/LG2pAGtmpIav/TXesjjWxT1NjZ/G/zaqsXlWYC0fWq+3GvWruyZi/dJ2g2t3sXaDqjZO6q17L0tKo7jGZ4Mx71IcQdZRkWv3FeZ13R6a1hte0gmRaa4iRLq2viq2O5c1M6+F/wGpr1SP1rJXTaSyMfVWtV97yDAlYhRB1lgSt/hJWD2KaqO3alGktHrTW5GVca7E2CVG0KGt1rPh2qtUKVL2DgHM9awtZVEAIIUTlSdDqT/aM1skDUJBTSzKtxRYYkPKAgKRpGqM6GatjrdzntDpWUKia4ANVz7TuXWRsNxtQtWMJIYSo0yRo9SeXDgI7a2mmVYLWQHV250aO7fnbipUI2BcZyD6m+qxWxskDcGCZ2m7aT2Y4CyGEqBIJWv3JpXZwe+3ItEY1MgJuc6jq+ykCUt8WDagXrloqlVgdy2U510pmWzfNMbZ7XF65YwghhBA2ErT6k/Ms7WPba0emVdOMS8uR8f4diyhXkNnEiI5qQlbKqTy2Hsk0djYsdkLlKV2HjV+qbXModB1fhZEKIYQQErT6l3MHgeM7akemFWDY/Wr99KH3+XskogL2ulZQ2VaHqmZak1dB+j613WG0WrpYCCGEqAIJWv0pNBrqNVfbx3bUjkwrQJeLYdo/0Pc6f49EVGBo+3iCzWo1JZegNa4tmGxtnCuTad3whbHd88oqjFAIIYRQ6nzQqmlaiKZpkZqmRQLVHynaL8OeOgjZacbtNTloFTVGdFgwA1vHAbDlcCYpp2wnTkEhENtGbXuaaS3Mha3fq+2oRtBmhJdGK4QQoi6r80Er8BCQZftYWO3P7jwZK3WT+mwOVaufCFENXLoIbD9m7HB0EDjuekJVkR2/Qr6tPrbbJWCWhfeEEEJUnURG8CwQZfuo/pSQ82Ssgiz1WWbci2o0slMZra8SSllq2B0upQFXVGFkQgghhKHOB626rhfoup6t63o2kFfhA7zNOdNqF1SDJ2GJGqdJ/XA6J6l+uiv2ppGVX6R2uCw17GbQmpkC+/5S24ndoVEXL45UCCFEXVbng1a/cw4M7CTTKqrZKFuJQIHFypJdx9WNDSvRQWDTHNCtaluyrEIIIbxIglZ/C4mE+sWWPg2O8M9YRJ11dmklArFtnDoIuBG0OvdmNQWpelYhhBDCSyRoDQTOGS2QzgGi2nVtEkOjmFAAFu48RpHFqjoIxLVVd3CnpvXIeiMj2+5cWVxCCCGEV0nQGgiK17XW5IUFRI2kaZpjoYGMnEL+OXBS7bD/beakQdbx8g+y5n1ju6cs2yqEEMK7JGgNBJJpFQFgVOdSVsdq6GYHgTXvw4bP1XZEnMq0CiGEEF4kQWsgkEyrCACDWscREWIGYO7mVKxW3fVvs6y61l1/wFz7kr0aXPC6Ki0QQgghvEiC1kAQ3x7QjK8l0yr8ICzYzDm2bOvhjFxW7EuruINAyib45jqjY8A5T0OnC6phtEIIIeoaCVoDQUgExLYyvpaWV8JPJvVr5tj+am0yxLYGU7C6YduPsOQlOHVIfX3qMHwxyVgUo98UGHRbNY9YCCFEXSFBa6BwXn1IFhcQfjKwVRzNYtXf37wtqZzKB5J6qJ05J2DhU/BqV/j4AvhsApxOUfvanQPnvQCaVvqBhRBCiCqSoDVQNHSqHZRMq/ATk0njkj4q21pQZOWnjYfhopnqkr8944oO+5cYE7MSu8PED8Ec5J9BCyGEqBMkaA0UkmkVAWJCn6aOhOlXaw9BQnu49DP4v10w5iVo0se4c0wTuOIrCI3yz2CFEELUGZIaCRTNB6hMlrWw9KVdhagmTeqHc0bbeJbuPsHmw6fYdiSTzo1jICIW+t+oPo7vguRV0P5ciGro7yELIYSoA+p8plXTtBBN0yI1TYsE/Hddvn5zuOZnmPg/6HyR34YhBMCkvsaErK//SS55h4T20PtqCViFEEJUmzoftAIPAVm2j4V+HUmLQdB1gtQGCr87p0sj6keoGtYf1h8mv8ji5xEJIYSo6yRohWeBKNvHCD+PRYiAEBpk5qKeTQA4mVPIgu3H/DwiIYQQdV2dD1p1XS/QdT1b1/VsIM/f4xEiUFzSt6lje86aUkoEhBBCiGpU54NWIUTpujSuR5fGMQAs2X2cIxm5fh6REEKIukyCViFEmewTsnQdvlt3yM+jEUIIUZdJ0CqEKNO4no0JCVIvEz9vTPHzaIQQQtRlErQKIcpUPyKE3s3rA7D3eBaFFqt/BySEEKLOkqBVCFGutg3ValdFVp0Dadl+Ho0QQoi6SoJWIUS52iYYS7TuPprlx5EIIYSoyyRoFUKUq23DaMf2nmMStAohhPAPCVqFEOWylwcA7DkuQasQQgj/kKBVCFGuRjGhRIeqpYUl0yqEEMJfJGgVQpRL0zTa2LKte49nYbXqfh6REEKIukiCViFEhewlAnmFVg7LylhCCCH8QIJWIUSFpK5VCCGEv0nQKoSokHPbq71S1yqEEMIPJGgVQlTIOdMqvVqFEEL4gwStQogKNYuNICRIvVxIeYAQQgh/kKBVCFEhs0mjdXwkoNpe6bp0EBBCCFG96nzQqmlaiKZpkZqmRQJh/h6PEIHK3vbqVG4hJ7IK/DwaIYQQdU2dD1qBh4As28dCP49FiIDVzrmDgEzGEkIIUc0kaIVngSjbxwg/j0WIgCVtr4QQQvhTkL8H4G+6rhcABQCapuX5eThCBCznoFXaXgkhhKhukmkVQrilVXwkJk1t7z522r+DEUIIUedI0CqEcEtokJnmsRGA1LQKIYSofhK0CiHcZi8ROJqZT2ZeoZ9HI4QQoi6RoFUI4bY2UtcqhBDCTyRoFUK4rW2CtL0SQgjhHxK0CiHc1q5RtGNb2l4JIYSoThK0CiHc1iYh0rEt5QFCCCGqkwStQgi3RYcFkxijVjuW8gAhhBDVSYJWIYRH7B0EDqbnkFdo8fNohBBC1BUStAohPGIPWq067D+R7efRCCGEqCskaBVCeMS57ZWUCAghhKguErQKITwiba+EEEL4gwStQgiPtHXOtErbKyGEENVEglYhhEfio0KoFx4MSNsrIYQQ1UeCViGERzRNo2W86td66GSun0cjhBCirpCgVQjhsYbRoQBk5ReRWyBtr4QQQvieBK1CCI/FR4U6tk9k5ftxJEIIIeoKCVqFEB5LiDaC1uMStAohhKgGErQKITyWEBXi2D5+WoJWIYQQvidBqxDCY86ZVikPEEIIUR0kaBVCeMy5plUyrUIIIaqDBK1CCI9JplUIIUR1k6BVCOExybQKIYSobhK0CiE8FhkaRESIGYATWQV+Ho0QQoi6QIJWIUSl2EsEJNMqhBCiOtT5oFXTtBBN0yI1TYsEwvw9HiFqCnuJgNS0CiGEqA51PmgFHgKybB8L/TwWIWqMBFvQmlNgITu/yM+jEUIIUdtJ0ArPAlG2jxF+HosQNUZ8tLHAgGRbhRBC+FqdD1p1XS/QdT1b1/VsIM/f4xGipkiIMqpppK5VCCGEr9X5oFUIUTmSaRVCCFGdJGgVQlRKgvRqFUIIUY0kaBVCVIrzqlgStAohhPA1CVqFEJXisiqWLDAghBDCxyRoFUJUimRahRBCVCcJWoUQlRIWbCY6NAiQiVhCCCF8T4JWIUSlyVKuQgghqosErUKISnNeylXXdT+PRgghRG0mQasQotLsmdb8IiunZSlXIYQQPiRBqxCi0uKjnBYYkBIBIYQQPiRBqxCi0qSDgBBCiOoiQasQotKce7WekF6tQgghfEiCViFEpblmWvP8OBIhhBC1nQStQohKcw5aJdMqhBDClyRoFUJUmstSrlLTKoQQwockaBVCVFqcc/cAWRVLCCGED0nQKoSotNAgM/XCgwE4LkGrEEIIH5KgVQhRJfa6VunTKoQQwpckaBVCVIl9gYETWQWylKsQQgifkaBVCFElCdFhABRYrGTmylKuQgghfEOCViFElTgv5Xo8S3q1CiGE8A0JWoUQVeK6wID0ahVCCOEbQf4eQE1UVFREamoq+fn5WK1Wfw+n1tM0jeDgYKKjo2nQoAGapvl7SMJJgnOvVukgIIQQwkckaPVQUVERBw8eJD8/H03TMJlMEkT5kK7rWCwWCgsLycnJISMjg2bNmhEcHOzvoQmb+GhZYEAIIYTvSdDqIXuGNSYmhsaNG0vAWg10XaewsJCjR4+SlZVFWloaiYmJ/h6WsHHOtMoCA0IIIXxFalo9ZM+wSsBafTRNIyQkhCZNmqBpGllZWf4eknCSIJlWIYQQ1UCCVg9ZrVYpCfATk8mEyWSSXqABJjYyBPu/g2RahRBC+IoErZUgAav/yM8+8ASbTTSIUG2vJNMqhBDCVyRoFUJUmb2uVTKtQgghfEWCViFElcVHG0u5Wq1SviGEEML7JGgVQlSZPdNqsepk5Bb6eTRCCCFqIwlaRYU0TePaa6/1+zFE4JIOAkIIIXxNglYhRJXFS69WIYQQPiZBqxCiyiTTKoQQwtckaBVl+vDDDx0rT82ZM4fExEQSExO55ZZbACgoKOCpp56iffv2NGrUiCZNmnDDDTdw5MgRt48hagfJtAohhPA1CVpFma677jpSU1MBuPTSS0lNTSU1NZVZs2ZhtVq5+OKLeeONN/j88885evQo//zzDzt27GDAgAGOx5V3DFF7SKZVCCGEr0nQKirliy++YO7cudx///3069cPgMTERF5//XUOHTrE9OnT/TxCUZ2cM63HJdMqhBDCByRo9bIZM2bQrl072rVrx6ZNm1z2/fbbb459X3/9tcu+f//917Hv6aefLnHcLl260K5dOyZPnlxi3/jx42nXrh39+/cvsS8lJaWK31Hp5syZA8DYsWNdbu/bty9JSUl89913WCwWnzy3CDyxkSGYbIuVSaZVCCGELwT5ewDeoGlaZ+ATYIuu69f6cyzp6ens2bMHgPx81zfv7Oxsx77MzEyXfYWFhY59J06cKHHcvXv3kp+fT/PmzUvsS05OZs+ePcTHx5fYV1RUVLlvpAL2sSYlJZXY17hxY/755x+OHj1K48aNffL8IrCYTRqxkaGcyMrnRFaBv4cjhBCiFqrxQaumaeOA64CSkZ4fxMbG0rZtWwBCQ0Nd9kVGRjr2xcTEuOwLDg527Cst+GzTpg0FBQU0adKkxL5mzZqRkZFBgwYNSuwLCvLNr1jXy171qLx9ovZKiFZBq2RahRBC+EKND1qB9bqu/6hp2kf+HgjAHXfcwR133FHqvvPOO4/du3eXuq9ly5Zl7gPYunVrmfu+++67MveVlgn1hvbt27Nz506OHDlCvXr1XPalpKQQHR1No0aNfPLcIjDFR6mlXE/mqKVcTfZ6ASGEEMILvFbTqmnaVZqmZVQUPGqaNlzTtKWaph3TNC1F07T3NU2Lq+zz6rp+sLKPFe6JiIhwlBkcO3aM22+/nUmTJgHw66+/utx37dq1pKSkMGHCBMxmc7nHyMrKqqbvQFSH2EgVtFqsOpl5spSrEEII76py0KppWrymad8AzwD1Krjv2cB84BcgEegOdAGWaJoWVdWxCN/o1KkTO3fuxGq1MnfuXL788ksuv/xyRo8ezYsvvsiaNWsASE1N5a677qJp06Y899xzFR4jMjLSH9+O8BF70AqQli11rUIIIbzLG5nWT4C9wDnl3UnTtCBgFvCPrusv6Lpu1XX9OHAz0Bm4zwtjET4wY8YMCgoKaNSoEc899xwfffQRZrOZH374gdtuu40rrriCRo0a0bt3b9q3b8+qVascCwqUdwxNk8vHtUlshBG0pkvQKoQQwsu8UdN6k67rhzRNa1nB/UYCrYH3nG/UdX2Tpml7gBs0TXtct83i0TRtNnBpOcc7S9f1RZUftnDX4MGD2bhxY4nbQ0JCePTRR3n00UcrfQxRe8RGOWVapYOAEEIIL6typlXX9UNu3nWo7fOmUvZtBJoAbZyOe5mu61o5H4uqNnIhhDfFOZUHnMyRoFUIIYR3VWf3gPa2z6V1u7cvVt8O2FMdg9E0rRnQtNjNXavjuYWojRpIeYAQQggfqs6g1T5JK6eUffbb6nt6UE3TegKvAR1tXy8Cpum6vrmCh94APObp8wkhShcn5QFCCCF8yB99Wr3aeV7X9Q3A8Eo89APg92K3dQXereKQhKiTYiONxTTSs2WBASGEEN5VnUHrKdvn0vocRRS7j8/pup4MJDvfJrPZhai8euHBmDSw6pCeI31ahRBCeJfXFhdwwy7b59KWaLIvUF/2klBCiIBmNmnUt9W1SqZVCCGEt1Vn0LrE9rl7Kfu6A4eppklYQgjfsC8wkC41rUIIIbysOoPWBcB+4GLnGzVN647qGvA/e49WIUTN5AhapeWVEEIIL6u2oFXX9SLgFqCPpmkPaJpm0jQtHrVK1jbgxeoaixDCN+y9WvMKreQUFPl5NEIIIWqTKgetmqZdoWlaKrDGdtOlmqalapq2tfh9dV3/AxgFXACkApuB7cAwXddPV3UslaFpWoimaZGapkUCYf4YgxC1RYNIaXslhBDCN6rcPUDX9S+ALzy4/yLgjKo+rxc9hPRrFcIrnFfFSs8uoFlsRDn3FkIIIdxXnTWtgepZIMr2McLPYxGiRot1DlqlrlUIIYQX+WNxgYCi63oBUACgaVqen4cjRI3mErRKeYAQQggvkkyrEMJrYouVBwghhBDeIkGrEMJrnIPWNAlahRBCeJEErUIIr4mLDHVsn5SgVQghhBdJ0CrKNH/+fBITEwkJCaFly5bs2LGD8847j6SkJDRNY/jw4QCsWbOG0aNHExsbS2xsLL179+aDDz5wHCczM5PExESioqLQNI0lS5YwYcIEmjZtSnR0NGPHjmXv3r1++i6FNzWIDHZsS6ZVCCGEN9X5oFX6tJZt1KhRpKamMnjwYLKysrj33nuZOXMmKSkpPPDAAwAsWrSIM888k5YtW3Lo0CGOHTvGXXfdxU033cRjj6lOYjExMaSmpvJ///d/ANx0003cfvvtJCcns23bNg4ePMjQoUM5ceKE375X4R2hQWaiQtX8zvTsfD+PRgghRG1S54NWVJ/WLNvHQj+PJWClpaXxyCOP0KpVKwCmTp3KtGnTuOmmm0hMTGTGjBlEREQQFBTE5MmTmTBhAs899xypqakljnXVVVdx1llnoWkazZo145VXXuHIkSM899xz1f1tCR9wLOUqmVYhhBBeVOdbXqH6tNqXkO1PFQLXK99fyeGTuV4ZlDc1aRDO51MGVukYoaGhDBxoHKN58+YcP36c3bt3c+211xIcHOxy/379+vH111+zcOFCrrjiCpd9I0a4tsMdPnw4wcHB/Pzzz7z88stVGqfwvwaRIRxMz5GgVQghhFfV+aDVm31aD5/M5d+0HK+MK9A0bNiwxG179uwB4Ouvv2bevHku+4qKioiMjCw109qoUSOXr4OCgkhISGD//v1eHLHwF/uqWJl5RRRarASb5YKOEEKIqqvzQas3NWkQ7u8hlMob4zKZyg48pkyZwmuvvVal4+fnS/1jbeHc9upkdgENY6RUXAghRNVJ0OpFVb0EX9O0b98egMOHD5e6/6+//qJr164kJCS43H706FHatGnj+LqgoID09HTatm3ru8GKahNXbClXCVqFEEJ4g1y3E5XWs2dPOnTowB9//EFWVpbLvhUrVnDOOedgsVhKPG7RokUuX8+bNw9d17nwwgt9OVxRTRrIUq5CCCF8QIJWUWmapvHee+9RUFDALbfcQkZGBgBbtmzhuuuu47777iMxMbHE43799VcWL14MQHJyMo888giNGzdm+vTp1Tl84SOyKpYQQghfkKBVlGndunUkJiayfPlykpOTSUxMZNy4cS73OfPMM1m+fDmZmZm0bduWxo0bc9VVV3HXXXfxzDPPlHrcN954g/fff5/mzZvTuXNnmjVrxuLFi4mPj6+Ob0v4mEt5gAStQgghvERqWkWZevfuXers/+J69erFTz/95PZxY2Nj+fTTT6syNBHAGkjQKoQQwgfqfNCqaVoIYG8yKjNGhKgiybQKIYTwBSkPkBWxhPCqWAlahRBC+IAErWpFrCjbx4gK7isqITMzk8TERF566SVArZZ1++23+3lUwleiQoMIsS0okJYt/XeFEEJ4R50vD/DmiliidDExMW7VxoraQdM0GkQGczQzn5PZhf4ejhBCiFpCMq1CCK+LjQwFpOWVEEII75GgVQjhdfbJWCdzCrBadT+PRgghRG0gQasQwuvsk7EsVp3TeUV+Ho0QQojaQIJWIYTXua6KJZOxhBBCVJ0ErUIIr5O2V0IIIbxNglYhhNe5ZlolaBVCCFF1ErQKIbzOOWg9KUGrEEIIL6jzfVplGVchvE8yrUIIIbxNMq2yjKsQXhcnNa1CCCG8TIJWWcZVCK+TiVhCCCG8rc6XB8gyrkJ4X/2IEDQNdF2CViGEEN4hmVYhhNeZTRr1w1WpuAStQgghvEGCVlGm+fPnk5iYSEhICC1btmTHjh2cd955JCUloWkaw4cPB2DNmjWMHj2a2NhYYmNj6d27Nx988EGJ4+Xk5HD33XfTqFEjGjVqRO/evfnhhx8YPnw4ZrOZxMREPvzww2r+LoWv2EsEJGgVQgjhDRK0ijKNGjWK1NRUBg8eTFZWFvfeey8zZ84kJSWFBx54AIBFixZx5pln0rJlSw4dOsSxY8e46667uOmmm3jsscdcjjdx4kTee+89Pv/8c44ePcrcuXN588032bp1K82aNSM1NZXrrrvOH9+q8AEJWoUQQniTBK3CLWlpaTzyyCO0atUKgKlTpzJt2jRuuukmEhMTmTFjBhEREQQFBTF58mQmTJjAc889R2pqKgDz5s1j3rx5TJs2jVGjRgGQmJjIe++9R3p6ut++r/9v786j46oOPI9/b0m1aN83S5YtY2ODVxaHPQsEaAiNm5kscxxCQyAh0xMGQkgnYTIMyQmQ7pAcJienh04cOskMWRpIAt1AB2JCFuyw29jYGO+ytVpblbba7/zxnoRky4u2qpL0+5zzziu9d0u6eleq+tV9990n02cotA7GEgxGE2mujYiIzHRz/kKsKfWTayF4KN21OFbRfPjbpyb1Lfx+P+eff/7w1/X19Rw5coTdu3dz44034vV6R5Vfu3Ytjz32GC+88ALr16/nqaecn3/55ZePKtfQ0EBDQwPxeHxS9ZPMU5rnH37c2R+hzpebxtqIiMhMp9A6lYKHoGtfumsxLSorK4/ZtmfPHgAee+wxnn322VH74vE4eXl5wz2t+/fvB6CmpuaY71NTU8OhQxkY9mVSjp6rta5EoVVERCZOoXUqFc1Pdw3GNgX18niOP5Lklltu4aGHHjrh8621AESjGt84V5RorlYREZlCCq1TaZKn4Gea008/HYCmpqYx9//+979nxYoVVFRUsGjRIgBaWlpYvXr1qHJDvbEyu+iuWCIiMpV0IZZM2Jo1a1i6dCnPPfccfX19o/Zt3ryZK664gkTCuQDn2muvBeCZZ54ZVe7AgQPDQwdkdtFdsUREZCrN+dBqjPEZY/KMMXlAIN31mUmMMfzwhz8kGo3yuc99jp6eHgC2b9/OTTfdxJe+9CWqq6sBuOqqq7jqqqt45JFH2LhxIwBtbW3cdttt1NXVpetXkGk0MrR2KrSKiMgkzfnQCtwN9LnLC2muS0Z54403qK6uZtOmTRw6dIjq6mrWrVs3qswll1zCpk2bCIVCLF68mHnz5nH99ddzxx13cN99940q+/jjj3PLLbewfv364e911113sWDBghOOmZWZaWRo7VZoFRGRSdKYVrgf+Lb7+H0ouA47++yzT2m86VlnnTU8pdWJ5Obm8tBDDx1z0VZbWxtlZWUTraZkKPW0iojIVJrz3VvW2qi1tt9a2w+E012f2ey666475qKt1tZW9u/fP3xLWJk9At4s8nxZgMa0iojI5M350Cqps3PnTu644w66u7sBZyaBm2++mdLSUu688840106mQ4lu5SoiIlNEoVVS5u6776anp4eVK1dSUVHB6tWrKS4uZvPmzWPedEBmvjKFVhERmSIa0yopc8MNN3DDDTekuxqSQlWFASBIcDBGZ1+Esnz/SZ8jIiIyFvW0isi0WVVXNPx46+Ge9FVERERmPIVWEZk2a+aXDD/e0tiTvoqIiMiMp9AqItNm1fwijHEev3moJ611ERGRmU2hVUSmTWHAy2kV+QBsPdRDMmnTXCMREZmpFFpFZFqtmV8MQCgcZ39nf3orIyIiM5ZCq4hMq6HQChrXKiIiE6fQKiLTalRo1bhWERGZIIVWEZlWS6sLCHidlxqFVhERmSiFVhGZVt4sDyvmOfO17mwJEY4l0lwjERGZieZ8aDXG+IwxecaYPCCQ7vrMBQcOHMAYw7333pvuqkiKDA0RiCctbzeH0lsZERGZkeZ8aAXuBvrc5YU010VkVlpTXzz8WEMERERkIhRa4X4g310uTXNdRGYlXYwlIiKTNedDq7U2aq3tt9b2A+F01ycTtba2cuutt1JXV0d1dTVLlixh/fr1/Pa3v2XXrl1UV1eTk5ODMYbDhw+zbt06qqqqqK+v56tf/SrxeHz4e33jG99g7dq1ADz44INUV1dTXV3Nfffdl65fT1KgtjiH8nw/AFsOdae5NiIiMhNlp7sCktna2to477zzqKmp4eWXX6a2tpb9+/fzsY99jE984hP09PTQ2trKjTfeyE9+8hPuvPNOHnroIRoaGnj00Ue5/vrrqays5Atf+AIA99xzDzfccAMNDQ3cddddGtc6RxhjWDO/mN/tbONQ1yCdfRHK3BArM8dANM6Wxh66BqKEBuOEwjFCgzEGYwlW1RVx5fJqcn16W5ku1lraQhE6+yN098foGojS3R+lLxKnMJBNca6PklwfxbleyvP9VBX6MUP3UZZxiSWS9AzE6A3H6A3H3SXGQDRBImmJJZPEE5Z40mKtxZ/twZ+dhS/bgz/bQ44vi4oCP5UFAcryfHg8aoepoFcXOaG7776bxsZGnn76aWprawFoaGjge9/7HldfffUx5devX09DQwMAn/zkJ/nKV77Cb37zm+HQKnPXWfVOaAVniMBlZ1SluUZyKlqCg2zc2c7vdraxaW8n0XjyuGXzfNu5amUN/+nsWs5vKNMb9RToGYjy5z0d/GHXEf7w7hHaeyOn/Nx5RQHef3oFlyyp4OLF5RTleqexppnPWksoHKc9FOZIb4T23ghHeiMc6XPXI77u6o9O2c/N8hgq8v3UFAdYXVfMOQtKOGdBCfOKc6bsZ8wVCq1T6JbnbqGlryXd1ThGTX4NG67YMO7nJZNJnnjiCerq6lixYsWofeeffz5PPPHEMc+58MILR309f/58mpubx/2zZfY5elxrpoRWay0dfVGaegY53D1AU/cgh7sH8WV7WFlbxIraIhaV582ZAJZIWrYe7uHFd9rZ+E77uGZ76I8mePz1wzz++mFqi3O46aKF3HjhQrKz5vxItJNKJi3NwUH2d/Szv6OffUf6eetwD1sO9ZC0E/uezcEwv3j1EL949RAeA6vnF3PRaeVccFoZ5ywoIeDNmtpfIo2i8SRH+iK0hcK0h8K09zqPW4MRWkODtATDtAbDDERTP+VeImlpDYVpDYV5s7GHH286AEBNUYCz60s4q76Ys+pLWD6vMGVtEk8k6eqPcqQvQkdflCO9ETr6IsTiSW67bElK6jARCq1TqKWvhcbexnRXY8ocOXKEYDDI0qVLj9nn8Xi47LLLjtleXl4+6mufz0csFpu2OsrMsaquCGPA2tRfjBWJJ3hpTwfP72jjcPcgocEYQXcJheMkTpIK8v3ZLJ9XyIraIpbPK+TMeYWcVpGPd5aEseBAjBffbedFtzfveL1My6oLuHRZJQvL8ygMeCnMyaYw4CVpLc9ub+XXbzTRGnIuDWjqGeSbT+/kyS3NfOs/r2S5O1fvXGStpbFrgG1NQbYdDnKwc4C+SPy9JRynayB6wl5sgPJ8HxecVk5tcQ6leV5Kcn2U5fvI82XT636PnoEo3QMxGjsHeGlvBz0Dzutv0sKbjT282djD93+/B1+WhzX1xVywqIy1C0tZPb+IgkBm9cQO9Yx29EXo7Iu6aydktfeGaQtFaA2GaQuF6ZyCnlGPgfJ8PxUFzlKa66Mwx0tBINtdvOT6svBmecj2GGed5XyYjcaTROJJd52gNxwf7s1t7w3THorQ2DVAZEQbtwTDPL2thae3OZ1d3izDmfOKWF1XRH1pLtVFAWqKAtQU5VBZ4B/zw18knmAgkqAvEqc/6vwt9QzE6B6IEhx01t0DMbr6onT1R+nsd3qRewZj2DFe9nK8WQqtc0VNfk26qzCmidbLun/R0eipvxh4PLPjTVymXkHAy+KKfHa39zm9R0k73Hv59FstfPf5XZw5r4ivfeQMqgonP2XyYDTBH95t59ntrbyws53eSPzkTzqOvkicl/d38fL+ruFtviwPp1fns7K2iPMayjhvUSk1RTPndN+Bjn5+t7ON3+1s49UD3WMGd2+W4fxFZXz4jCouXVbJ/NLc436/VXXF3HXFUjbv7eRXbxzm399qIZpIsq0pyLXff4lb37+I/37ZklnVuzdkqLe+NRimvTc8Kqzs7+hne1OI4OD4P7xneQzn1JfwgaUVfOD0Cs6sKRxXj38iadneFOSP7x7hT7s7eKOxm7jbztFEklf2d/GK+zdtDCytKuCs+hLOri9mQVkeFQV+yvN95PuzJz02NpG0hNwQ1TMYo2cgSm84TijsBK2hsaOd/RHaQxHa3KAXOUmQPxXZHkNVYYDqImepKghQWeinYkRALc/3U5rnI2saz6hE40l2tIR442A3rzd28/qB7uEPeQCxhGXroR62nuBDvcc41wh43A6A+ES74Y9jMJagPxInz5+Z8TAzazVDTeQUfCarrKykqKiIlpZjhzwkk0mam5uprKzE5/OloXYyE62ZX8zu9j56w3H2dfRzWkUe339hD995/l0A9h7p58Vd7XztI2fw8XPnn9IbZXAwxhsHu9nT3seBzn4auwY40NlPU/fgmKdVPQYKc7wU5XiHewvL8/3UleRQV5JLbXEOtSU59EfivHXY6Rl7qynIu229o4JdNJFke1OI7U0hfv7KIQAWlOVyfkMZ5ywsYUllPosq8inKyYzeq7ZQmFcPdPHq/i5e2tvJnva+MctVFfq5dFklH1xaycWLy8f15pXlMVy8pJyLl5Tzdx9azFeeeIvXDjqB+J9e3Mt/bG/l6+uWc/Hi8hlzgVA8kRzu2WsPvRdGW4NhmnoGaeoepKlncNzhKstjyPNlURDwkufPojjHx4KyXBoq8lhUnkdDeT4LynInFfKzPIbV84tZPb+Y2y5bQn8kzqsHuti8r5O/7O1kW1Nw+H/EWnintZd3Wnv5+SujzxgGvB7K8/0UunXN9WWT588ix5tNIun0MIZjCcIxp5dxaO1sTxKJJeiLxsfs2Zus0jwfVYUBqgr9VBUEqCoa8bjQCafl+f5pDaOnypftYc38YtbML+bTONd+NPcMsuVQD282dvNmYw9vNQVP2OOetIC1TGSQQ8DroSzPCeeleT7K8/2UF/ioyPcP9zCX5/vxZ2du55NCqxyXx+Phox/9KD/60Y947bXXOPfcc4f3bdy4kXXr1tHa2jru0JqXlwcwPBXWzp072bBhA9/5znemrvKSkVbPL+ax1w8D8OqBLv7pxT386o2mUWV6w3G+/MQ2ntrazAPXraK+7L3evWTS0tEf4c3GHl7e18Vf9nWyszV00jfD2uIcrlxezdUrqzmrvuSU38BW1RUPPw7HEuxq7WVHS4gdzSF2tITY2RIaNUbuYOcABzsH+OVrh4a3VRT4WVSeR1VhgGg8STieYDCaIBxPkuvN4vIzq7hmdQ2VBVN7Q75wLMHGne1sfKeNVw90cahr8LhlV88v5sPLKrn0jErOrCmckkC5uDKff731Ah59+SDfevYd+qMJ9nX086kfvcLquiJu/cBpXLm8OuVhwlpLcDBGW8g5TeoMEXFmQQgNxujoj9Lujj9sCznj/CYTtjwGTqvIZ2VdEStrnWVpdcGU9F6OV54/mw8udT6QAITCMV4/0M0bjd28frCbrYd66B9jzGc4luRw9yBw/L+hqRTwepwgWhCgYkSPaFmej7J8P2X5TtCqLPTjz57ZPffzinOYV5zD1SudM6LReJIDnf009wzSGgzTEgzTEhykoy9K0lqS1vkbHvqbzPFlke/PJtdd5/mzKc71ujNJeCnOcWaTKMv3zYqZPWb+byDT6v777+f555/n9ttv57HHHmPevHns3r2bO+64gy9+8YsUFhaO+3uWl5dTUVHBjh07APjlL3/JCy/oZmRzwciLsf7Xk28TTTg9Ctkew9fXLedg5wAb/rSPpIWX9nRy5UN/5OwFxXT2Rensd8ZknWz8qcdAbUkOC8vyWFFbxF8tr3bH004uIAS8WcO9VkMSScs7rSH+4gboV/Z3HXMaeOiK5OPZvK+Tbz69g4sWl7NuTS1XLq+a8NjCWCLJn3d38NTWZp57u3XMAALOuLWLFr932r9yCoZjjMXjMXzqgoVcekYVX/v1Nn6/6wgAWw8H+btH32BhWS6fef8i/mZN7aROR1pr6RmI0eKOb+zoiwyP5esZiNLdH6Ojzznl3BaKnHTs6Cn/fgaqCwPUluRQW5xDTbEz9rDSPf1cWeCnqjCQsUMiCgNePrSskg8tc0JsImnZ1drL9qbg8HE80heho9cZT9oXidMfiR/378qX5cHv9RDwZrlTQL33uDDHS3GOE6aKc53HznhRL/l+Z8xovj+b0nwfBWkI9JnCl+3h9KoCTq8qSHdVMpKx09FfP0MZYy4ANm3atIkLLrhgzDK7d+8GYMmSzB2oPNVaW1u55557ePrpp0kkEpSUlHDrrbdy++2309HRwcqVKwkGg4TDYaqqqnjggQe45JJLuPjii+nq6iKRSFBRUcGGDRu45pprAHjyySe56667CAaD1NTU8PDDDx/3mI80F4//bBJPJFlx728Jx94LDUU5Xh6+/hwuOK0MgK2Hevj7x99iV1vvSb+fP9vD2fUlnLeolFV1RSwsy6OuJBdfmk5vJZOWd9ze2L1H+tjb3se+jn4OdPSPGnvmy/YQyPbQGzn2lGnA6+Fv1tRy40ULWVZ94g+F3f1R5+KepiDbm4L8ZV8n3QPHjp0sy/Nx7sIS1i4s5dyFpSyfV5jyi8istfx5Twf//Id9/HlPxzH760tzOb2qgGXVBZxeXUBBINuZBzORJJa0xOJJQuGYezFJlE53WqL2XudinKkY+zhSca6X6sIAlYUBqgr8bggNOKHUfVxdFJg1F+ONRzJpCccT9EcSZHvMcDCdKzNsyORt3rx5aLahC621m0/1eQqtIyi0Zj4d/5nvYw9v4tUDzl2xFpbl8siNa1lUkT+qTDSe5P+8uJcNf9rHQCxBaZ6Psjyfc0Vvno8llfmct6iMVXVFM+L0YCyRpD8Sx589+s29LRTm37Y28+SWZrY1BY953gWLyrjpooVcdkYVHX0R3m4Osr0pNLxu6jn+6dra4hyuWV3DX6+ax/J5U3PKf6psOxzkn/+4l2e2tUx4OqfxCng974VQN4iW5fudsc3uLAhFOc4V+ZWF/oztHRWZDSYaWjU8QERS6uaLG9jRHGJtQynf/fgaSvOOHRPty/Zw+4eX8PlLF2NgxvfgeLM8FOce+3tWFQa45ZJF3HLJIva09/HUliZ+8eqh4QnkN+/rZPO+TgJez6je6eOpKQpw+ZlVXLt6HmfXl2TscVtZV8T3159NY+cAv3ytkbebQ+xq7aUlOL47aQe8HioK/NQU5lDlTg9UVRigosBPSa4TQEvynLF9Od6sjAruIjJ+Cq0iklJ/taKGy888tQtwMuGK31RZXJnPnVcs5fOXLuHZ7S38y0sHhuezHSuw1hQFWFH73sU9y2sLp/xirulWX5bLl65cNvx1cCDGu+29vNvWSyyeJDvLgzdraD5MDwX+7OErn2fLhSUicur0Hy8iKTeXwuh4+bI9rFtTy7o1tbzZ2M1PNx9kV2svDRV5rJjn3Nxg+bxCyvL96a7qlCvK9bJ2YSlrF5amuyoikoEUWkVEMtRZ9SWcVV+S7mqIiGSEuXfZo4iIiIjMOAqtIiIiIpLxFFonQNOEpY+OvYiIyNw058e0GmN8wNDtZ0566a3H4yEWi2Gt1fQpKZZMJkkmk2Rnz/k/WxERkTlHPa1wN9DnLie9l6jf78daS3Nzs3r9UsRaSzQapampCWst+fn5J3+SiIiIzCrqsoL7gW+7j9/HSYJrdXU10WiUUChEb28vHo9HPa7TyFpLMpkc/oDg9/spKytLc61EREQk1eZ8aLXWRoEogDHmpLdjyc7Opr6+ntbWViKRCMnk1N7vWkYzxuD1esnOzqagoICSkhJ9SBAREZmD5nxonYjs7Gzq6urSXQ0RERGROUNjWkVEREQk4ym0ioiIiEjGU2gVERERkYyn0CoiIiIiGU+hVUREREQynkKriIiIiGQ8TXk1Wi7Atm3b0l0PERERkVlpRM7KHc/zjG5F+h5jzGeAH6S7HiIiIiJzwGettT881cIKrSMYY2qAa4B9wMA0/7gVOAH5s8D2af5ZcmrUJplHbZJ51CaZRe2RedQmJ5cLLAL+3VrbcqpP0vCAEdwDd8qJfzJG3Ip0u7V2cyp+ppyY2iTzqE0yj9oks6g9Mo/a5JRtHO8TdCGWiIiIiGQ8hVYRERERyXgKrSIiIiKS8RRa0+cw8HV3LZlBbZJ51CaZR22SWdQemUdtMk00e4CIiIiIZDz1tIqIiIhIxlNoFREREZGMp9AqIiIiIhlPoVVEREREMp5Cq4iIiIhkPIXWNDDGfNAY8ydjTLsxpsUYs8EYU5bues1mxphCY8xtxpi/GGM6jTFBY8zbxpivGmN8Y5TPNcY8aIxpdNvpdWPMR9NR97nCGFPrtsuYU5qoTVLDGFNgjLnfGPOOMabVPdZ/NMb87VHl1B4pYIzxGWNuN8ZsNca0GWMOG2OeMcacN0ZZtck0MMZcb4zpMcb8+ARlxnXslQMmyFqrJYULcDkQB76M86GhAtgMvA3kp7t+s3UBngEGgevc454N3AQkgGeOKpsFvADsAha62z4FJIFPp/t3ma0L8CRgnZelY/apTVLTBmXua9EjQJm7bTGwG/iN2iMtbfJz9z3jY4AB8oGfuds+rDaZ1mNfDjwOHHRfm358nHLjOvbKAZNok3RXYC4tblDaC7x81PZV7j/E19Ndx9m6AP8BPDDG9v/nHvsrRmz7tLvt6qPK/groAUrS/fvMtsV9Q94HvHKc0Ko2SU07/Ax4HfActf3jwINqj5S3x3z3OD921PYinA/cz6lNpvX4PwP8A7D0JKH1lI+9csDkFg0PSK3LgEXAr0dutNa+BewBbjbGmHRUbA74GfB/x9j+srteO2LbZ4B+4LdHlX0C581Cp9umkDGmGPge8F+BgeMUU5tMM2PMAuC/4LwxJ0fus9b+q7X2rhGb1B6pUeuu943caK0NAh04oXaI2mTqfdZa+2UgcpJy4zn2ygGToNCaWu9312+NsW8rzgvUaamrztxhrf2ptXbHGLuGxrN2ARhjAsD7gB3W2sRRZbe66w9MTy3nrAeB31lrj37BB9QmKXQtzunn105USO2RUruBKHD6yI3GmFKcU9c73a/VJtPAWnvS27BO4NgrB0yCQmtqDb3wtIyxr9ldL0lRXcSxFmds0b+5X5+G83+hNkoBY8wHgXXAF05QTG2SGmuGHhhjfmCMOWCMOeJehHXdiHJqjxSx1nYCfw9cY4y5wb0oqwL4AU5P6/90i6pN0me8x145YBIUWlOryF2PdQp0aFtxaqoixpj5OL1L3xvxiVptlCJuD8UPgC9aaztOUFRtkhpV7vopnNOUK4FlwA7gV8aYz7v71R4pZK3938DngIeAXqAdqAHeb6192y2mNkmf8R57tdUkKLSmx5hT+kjquGOGHsZ5Q/4fYxRRG02/e4CD1tqfnmJ5tcn0CrjrLdbaf7TW9ro9ff8N5+rpB4wxRSPKqz2mmTEmyxjzC+A7wM1AIc6V5luAzcaYK496itokfcZ77NVWE6DQmlpBd503xr7co8rI9Po2sBy4xlobHrFdbZQCxphVOGHo1lMorjZJjaFenhdGbnTH6W3EmWrpQtQeqXQz8Angm9baX1trI+5ZiduAJuBR90JGtUn6jPfYq60mQaE1td511zVj7JvnrnenqC5zljHmK8B64HJrbetRu/fizK2nNppeH3HXm9wJ7FuNMa04oYgR276M2iRVGt115xj72t11BWqPVLrcXf9h5EZ3doc/4cyrez5qk3Qa77FXDpgEhdbU+qO7XjXGvlU4n5z3pK46c48x5jbgTpxJuXe728qMMQsB3F7XV4AzjTFZRz19qN1eTE1tZy9r7QPW2iJrbfXIBdjk7h/a9g9qk5TZ7K4rx9hX4a6PqD1SaqjnbaxTyUPTkhWqTdJnAsdeOWASFFpTayOwH+euTMPcU6VLgEesO8uwTD1jzKeBe3FuJDBy+qu/drcP2YBz6uaKo77FR3FO2zw+fbWU41CbTL+ncKZ+G3WMjTEe4IM4x/nP7ma1R2oMTT924Rj7LsQJs6+7X6tN0mc8x145YDLSfXeDubbg/FGPvH1bOU7v0ttAQbrrN1sXnEnTEzhvzPcetfyGEXc6Yexb8l2PboeYinZ6kVO/javaZOqP/yfdY3oX4Mfp6fuuu+1GtUfK26Mc5yK4IziT0hu3TR7ACawPq01S0g4LGf9tXI977JUDJr4Y9wBKCrlzU34TZ762BM6t4r5sTzztj0yCMWYLsPoERX5irb1xRPlc4Bs4F0H4gcPA/dZa9VZMA2PMZqABKAW8QJu76yxrbYtbRm2SAsaYa3Bm1FjmbtoCfMsedfMHtUdqGGOqcGbauBoowQk5u4B/wQmtyRFl1SZTyBizHudDWxZOsAzj9Jx2WmuXH1V2XMdeOWBiFFpFREREJONpTKuIiIiIZDyFVhERERHJeAqtIiIiIpLxFFpFREREJOMptIqIiIhIxlNoFREREZGMp9AqIiIiIhlPoVVEREREMp5Cq4iIiIhkPIVWEREREcl4Cq0iIiIikvEUWkVEREQk4ym0ioiIiEjGU2gVERERkYyn0CoiIiIiGU+hVUREREQy3v8HmdEYeVn5lVoAAAAASUVORK5CYII=", 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for loss in losses:\n", - " loss.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 100/100 [10:06<00:00, 6.06s/it]\n" - ] - } - ], - "source": [ - "imgs, losses = fit_N_lines(losses, spherical, lines, frequencies, obss, N_epochs=100, lr=1.0e-1, w_rep=1.0e+2, w_reg=1.0e-1, w_cnt=1.0e+0) " - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", 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", 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", 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", 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H4E9/+lOTH9elSxcKCwsB+Oyzz3A4HG0yvlCS8gAhhIgx5i4A3qA11bSUa5XdSUaSLeAxeXl5zJ07l5qaGq655pr2GagQMejkk09my5Yt/Pe//+XYY49t8uOUUpxzzjls2LCB008/HZfLhc1ma/yBEUSCViGEiDGBiwvor8mmVbEqa111zjcYM2YMeXl5dO3alauvvjrm1jwXoj0lJSVx0UUXNftxTzzxRFT/bkp5gBBCxJBnn32Wz7/4wr/DW9NqLg+o06tVKcXMmTMBnXFdt25dm49TCNF80RywggStQggRUzZt2kR+QYHvvq97QLy/PMDcq9Xr0ksv5fHHH2ft2rUceeSRbT9QIWJIZWUlN998M7m5uaEeSliToFUIIWKI1WrFGuevc6u7uAAElwcAzJgxg1tuuYUjjzwy6rM5QrS3P/7xjzz11FMMHDiQDz744LCfz+1289NPP/HOO++0wujCh9S0CiFEDHnqqafgnRV8vHIfYFpcoM5ELCFE+6iurmbhwoWAXvlq8uTJh/V8hmEwbtw4li9fTqdOnTjrrLOiZkKWZFqFECLGmFteebOm5olYFbWNB615eXnY7fbA53W7KS0tbZ1BChEjkpKS+OWXX7jjjjt4/vnn6dq1a4Pnu9wGi7YVUVpVf0srpRRHH300AAcOHGDevHmtPuZQkaBVCCFijDug5ZX+mmoqD6iqpzzAq6amhocffpiBAwfy7LPPBhw77bTTyMzM5KKLLmL//v2tO2gholhCQgL/7//9P84+++wGzzMMg2vfXMYFL/7C9Me+Y+66/HrPu/jii7n44ov54osvOO6449piyCEhQWuUW79+PU8++aSv4bAQQhj1LS7QyEQsr3379vHAAw9QVVXF3r17KS8v9x3zXtZ86623+PLLL1t51EJEl4qKimY/5vVFu/hmvZ5IWVzl4Oo3lnHPx2uwOwNXsZs0aRKvv/46c+bMiZrSAJCgNaoZhsFJJ53ELbfcwvXXXx/q4QghwsALL7zA8hUrfPf9iwscuuWVWb9+/bj55psxDIPf/va3pKWl+Y4df/zxAEyfPp1LLrmktYcuRNR49tlnGTlyJJs2bWryYzbll/PQFxsA//LLAG/+spsXftjW2kMMSxK0RjnvG8q7775LbW1tiEcjhAi1Tz/9lG3btvvue9/8mrOM65/+9CdmzZrFypUrA/aPHj2asrIy3nzzTekwIMQhLFiwgBtvvJHt27czZcoUSkpKGn1MjcPFje+s8GVUb501iOcuGkN8nA7jvBMrD8XpdOJ0Rv4ESwlaQ6iioiJgOcXWppTy1bIceeSR7Nmzp97zNm/e3KbjEEKED4fDEZCm8WVa45uWaQX9YXju3Ln1ZlPT0tJ866Z7rVixgtNOO40dO3YE7K+qquLHH3/k/fffp8DUO1aIaDZhwgSmTZsGwD333ENmZmajj/lg2R425utSnKP7ZvG76QM4YVgOxwzsBMDW/RXsOFBZ72O//vprRo0axT//+c/W+QZCSILWEDrvvPMYOnQo9913X5t9ArrlllvYvXs3a9eupX///ixbtownnnjC9+axYsUKRo0axYsvvtgmry+ECC+vvfYax3lWtwL/RKwkc01rAxOxmmvLli2ccMIJfPLJJwwfPpzdu3f7jn355Zccc8wxnHvuuUybNg2321+Xt3nzZlavXk1eXl5UZIiE8EpMTOR///sfzz33HDfeeGOTHvPBMp10UgoePXsEVs8v7qyh2b5zvl0f/MFv7969nHLKKaxbt47777+fgwcPtsJ3EDoxH7QqpeKVUilKqRQgsb1et7i4mG+++YaNGzfy8ccfExfnz3Js3bqVM844g6uuuuqwM6A9e/akZ8+evvuvvvoqt956K/369WPBggWceOKJVFdX89xzzx3W6wghIkNOTg5JySm++95Ma3ychXirfktoLNPaHLW1tXTu3BmA008/nV69evmOjRs3zrd93333YbH435KeeOIJRo4cSbdu3Zg/f36rjUeI9rZ161Z+/vnngH1paWlcc801TXv8/nJW5pYAMKl/R3p39P/+zjgi23fh5Jt6gtbu3bv75rRMnDiRysr6s7GRIuaDVuBuoMJza7e/jMXFxZx00kkkJCRw7rnn+vZ/8cUXjB07luXLl3PDDTccVl3YE088wccff+zLbBiGwSeffAJAZmYmkydP9i3HaLfbI/6HWQjRNOaWV+Y/Md4FBlpzcYFhw4axbNkyHnroIb2wgUnPnj259957ueeeezj//PMDjh1xxBG+bW/Q6zVr1izS0tKYNm0aGzdubLWxCtHa/va3vzFixAjOO++8JtWu1ueDZXt922eP6RFwrHNaAkf16gDAr7sOcrAysHcywL333svXX3/N559/HpDEikSyIhY8DDzq2T6adgpc+/Xrx0cffURZWRkul/9S3GeffUZpaSnHHnsse/fuZfjw4S16/tLSUm699VYATjrpJD777DOUUixatIjPP/+c8vJybDYbjz32GKmpqQwYMKBVvi8hRPjzLi6gFAEfjJPj4yiucjQ6Eau5EhISuPvuu4P2K6X4y1/+Uu9jjj/+eG6//XYOHDgQVCNrsVioqKhgyZIlQQHtHXfcwZYtW0hPT+e1114LOPbMM8/w7bffArpMokOHDr5jixcvZv78+aSkpHDKKafQt2/flnyrQgQoKiqiurqavXv38uSTT/LAAw806/Eut8FHK3RpQEq8leOPzAk6Z+aQbJbtKsZtwLwNBZwzNjAwzczMZPbs2QH71q1bx8qVKxkxYgTDhg2LmImTMR+0GoZhB+wASqma9n799PT0gPtPPfUUq1atIjs7mxkzZrT4eVevXu3bPuKII7jzzjv56quvGDJkCP/5z398x0aNGtXi1xBCRJ7333+fPblWIMFXGuDlbXt1sNLO/rIauqS3W8VUkCFDhvD3v/+93mMTJ05k8+bNzJw5k44dOwYc++6771i6dCmdOnUKetzKlSt9V5tqagL/3P/444++wHrAgAEBQeuKFSs4/fTT6dq1K3fddRennXaa71hZWRk333wzaWlpDB8+nCuuuKJl37CIWFu3buXdd9/ll19+4e9//ztDhgzxHbvxxht5+eWXufHGG7nrrrua/dw/bimkoEx3/jlpRNeAleu8Zg3N5m9f6SsO36wPDlrr89FHH3HvvfcC+mfY3LounMV80Bpu4uPj+eabb0hOTvbtc7vd/PLLL4wYMYLU1NQmPc/o0aOZN28eq1atYtKkSZxzzjnk5uaSm5uLy+XCarU2/iRCiKjzwAMPUDjsfJL6jKZubiUjWTchP1hpZ8rfvuOsMd25aeYgskMYvNbn/vvv5/777w9aRvZwmP8m1p3NnZuby+7du9m9ezd5eXkBx4qLi3nllVcAuOSSS4KC1t69e6OU4phjjuH1118POPbss89SWFhIp06dgnppl5aWkpCQQGJieP3bx4KqqioSEhICfibmzp3LY489RkFBAU888UTAKlMbN27knnvuAXRngD/96U++Y927d2ffvn0kJCS0aCzeCVgAZ4+pPxgd0CWVfp1S2H6gkh+3HKDG4SLR1vB7vDmxVVBQIEGraDlzwPrFF19w9dVXs3fvXt555x3OO++8Jj1HamoqM2bM8GVrTzjhBF5//XXGjh1LUVERXbp0qfdxDocjqlbPEEIE0jPx9XSGupnWa47px4a8MsprnNhdbv6zJJdPVu7j5lmD+O2kPtis4TUNIj4+PmjfTz/9dMgJrC+88ALPP/88QNAH93PPPZcxY8ZQUVHB0KFDA44ZhsGgQYMoKCgImDQLBKwIZq7DBXC5XL45BfWtSvjyyy+zcuVK+vfvHxS03nDDDbz++utkZGRQUFAQEPS89NJLvPnmmyQmJvL0008zaNAg37Fff/2Vl156ifj4eC6++OKAyW5FRUW8+uqr2Gw2xo4d61vBzOvFF19EKUWvXr2CLid/+eWXlJaW+sonzJYtW8a+fftQSnH88ccHvIfs3LmT7du3Y7FYGD16NBkZGb5jhYWFrFixAsMwGDJkSMAkvaqqKubPn09SUhK9evVi4MCBAa+5bt063G43KSkp9OvXL+BYZWUlDocDwzACSkAANm3axK5duygrK+O0004LGOvjjz/O3//+d/bv38+mTZsC/l29k6cBdu3aFfCc48eP922vMC3c4dXSgLWi1slcz+SqXlnJjOvT4ZDnzhyazQs/bKfa4WL57mIm9Q++0mDm7bVsDl4jgmEYcvPcgImAsXDhQiNcrFy50gAMwDjrrLNa/DwFBQVGZWVlvcdqa2uNBx54wBg9erRx3nnntfg1hBDh79tvvzVm/PUTo/cdnxmD/vRF0PGyarvx3IKtxri/fmP0vuMz3+3UZ340ah2uEIw4vDkcDmPv3r3Gxo0bjQMHDgQcKy8vNyZMmGAMHjzY+N3vfhf02OzsbAMwcnJygo7NmjXL97ff7XYHHLvjjjt8x1atWhVw7M033/Qde/PNNwOOrV692nfszjvvDDjmdrt9x0488cSg8QwbNswAjB49egQdu+CCC3yPLS4uDjj28MMP+479+OOPAcc++eQT37F//vOfAcd27NjhO3bZZZcFvWZaWpoBGFOmTAk6NmHCBAMwMjMzg45dfPHFvufdv39/wLFHH33Ud+yrr74KOPbdd98ZVqvVyMnJMV588cWg5/3mm2+MwsLCoP2H438r9/p+/x7/emOD5361Ns937vPfb23VcbSFhQsXev+tJxrNiNMk0xrmRowYwbhx4xgyZAgXXnhh0HGXy8XLL7/MGWecETQhwexQmVUAm83Gq6++ys6dOykqKqK2tpaEhARcLhdffvkl+/fv54ILLiApKalVvichROgcd9xxPL91EdvKDwZlWgHSEm1cM60/l0zsw/99t5UXftiO3eVm1Z5SVuwuZny/jvU8a+yKi4ujW7du9R5LTU1l0aJFh3zsokWL2L9/f70lAFOnTiUxMZGSkpKgSTIWi4WkpCRqamqCsngOh8O3XfeqmflY3ec098g1tx6re7y+Y4Yps133uPmYebvuGBo61tSyuLpjqPucEDiPpKysLOB9s3///gwfPpw+ffoEvebUqVOx2+31fv8AM029j1vLV2v9pSgnDOva4LnDu/sz2Gv2lrX6WMKFBK1hTinF4sWLDzmzz2KxcOONN/Lkk0+yZMkS0tLS2LNnj28FjCOPPLLRmiilFKeffjpPPfUUL774ou+y2Zo1a3yXgR588EGWLVtGVlZW636DQoh2530ztzQwYTgp3sptxw+mX+cUbnlvFQCb91dI0NqK+vbte8guBd5JMvV5+OGHefjhh+sNys455xxmzJiB3W4nOzs74NjAgQOZN28eDocj6HUtFgsffvghhmEEPQ7gkUceoaSkJKB8zeuKK67gmGOOwe12B73fzJgxg0cffRS3202fPn0Cjh155JE8+eSTKKWYMmVKwLGsrCyeffZZqqur650wfNNNN1FbWxv0nKBbovXp06fesZ555pkMGDCAtLS0oEl8Z5xxBmeccUbQYyC4nKStVdtdfLdRl5T07pjMkK4N15x2zUikY0o8RZV21uwpaYcRhoaq74c+VimlJgILFy5cyMSJE0M9nCapqKhgyJAh7Nmzh/POO4933nmHV155xTcZ4LnnnmtSA+O9e/dy991389prrwUEyFOnTuWnn37irLPO4oMPPgh4zGeffcbMmTNlooAQEeasfy1k2a5i0hLiWPPA8Q2euym/nOOf+gGASyb25i+nDWuPIQoR075am8+1by4D4Jpp/bhrzpBGHgG/fWUJ32/Wge7q+2eTnhi+81MWLVrEpEmTACYZhnHoyxF1hFdVvWhQcXExp59+Olu3bvXtq6iooKysjE6dOnHVVVcBMHLkSF/x+ciRI5v03N27d+ff//53UEb3rrvuYtq0aTz++OMB+99//31OOeUUZs2aRVFRUcCxAwcOsHPnzsNezUsI0foWL15MmWfyUFNaM/btlEKcJyW7uaC8kbOFEK3BXBowp5HSAC9zicDavaWtPqZwIEFrBPnXv/7F//73PwYOHMhPP/0E6CUZ58+fz7Jly3wtOMaMGcMtt9xCdnb2YfdhPfHEE1mwYAG9e/f27aupqeHmm28G9Ezdr7/+2ncsNzeXzp0707dvXyZOnEhpadN/cQzDYNu2bQFBuVdpaWnALF0hRMscd9xxrF27DgBLQ/UBHvFxFvp20stGbi6oaNOxCSGg1uli3ob9AHTLSGRkj4xGHqENk6BVhItdu3bx0EMPAdCjR4+A5sVjxowJaBUCul3KkiVL2uTSfWJiIt999x0DBgzgzjvvDJgg1qNHD7p27eo7z1z0vn37dmbOnMmIESPqXR2nX79+DBgwgEceeSTo2MCBA0lPT+eMM85g//79rf49CRErHA6HL8Va30Ss+gzK1vV0ByvtHKiobbOxCSFg4dYiymv1UsrHD8tp8mpVI3pE/2QsCVojRO/evbnjjjuYPXs2X331VVABeV3p6elBgWxrGjhwIEuXLvUF0l5KKX7/+98zYsQIHnjggYBfNqvVyrx581izZk1QSQHgW5f5l19+CTrmDX5XrlwZ1PhbCNF09913H9266WVRm5BoBfxBK0iJgBBt7au1+b7tppYGgH8yFkRvplW6B0SQP//5z6EeQoBDBY/33HOPb3UQsy5duhAXF0eXLl182VizYcOG0adPHyZNmoRhGAEB75lnnsmHH37InXfeWW9DcSFE09x999389I8fKcora3IGZ1C2v/3P5vzyRhuXCyFaxulyM3e9Dlo7pcYzpvehFxSoSynFsO4ZfL+5kB0HKimrcYT1ZKyWkKBVtJukpCRqa2sP2efuxx9/PORj//73v/PII48ETe46ePAgH330kaz3LUQzuJvQ8spsoDnTul/qWoVoK0t2HKS4SvfTnX1kDtam/pJ6DPcErQDr9pYxsX90taiT8gDRrg4VsDaF1WoNWELRMAwuvfRSrrrqKhYsWNAKoxMiNng/+zW1prVPx2TiPUu4bpHyACHazJcBpQE5zX58tE/GkqBVRKyff/6ZTz/9FMMwuPzyywNWexFCBHO73ZSXl+P0rm7UxKA1zmqhX2fdQWBTfrm0sxOiDbjdBl+v00FrRpKNCS1YyGN4wGQsCVqFCBuTJ0/m3HPPZcCAAbz77rtBSxYKIQIVFRWRnp7Ohg0bgKb1afXyTsYqq3Gyv1w6CAjR2pbvLvb9bs0amo3N2vwQrVtGIllRPBlLalpFxFJK8cILL2CxWEhLa3iJOyEEOJ26jY5qZssrgME5aaBXc2VzQTnZ6bISnhCt6XBLA8A/GeuHzYVsP1BJeY2DtCiajCWZVhHRMjIyJGAVooni4+M577zzSE3TLeSak2kd2MXfQWBTvtS1CtGaDMPwtbpKTYhjysCWd+gY3t3fH33dvujq1ypBq4g6Lpcr1EMQIix17NiRd955hxxPy7nmZFrNvVq3yMpYQrSqVXtK2VtSDcCMI7qQEGdt8XNF83KuErSKqOByufj44485/vjjueyyy0I9HCHCmrflVXMyrT2zkkm06beMjfnRlb0RItT+u2yPb/ukEU1fUKA+w3tk+rajbTKWBK0iatx0003MnTuXd999lwMHDoR6OEKELU/zgGZlWq0W5cvgrNlbSnGlvS2GJkTMqXG4+N/KvQB0TInn2MFdDuv5zJOxJGgVIgxZrVauueYaQK+stW/fvhCPSIjwZTRzcQGv6Z43U7cBP2wpbO1hCRGTvl6XT1mNniR5+ujuxMcdXmjmnYwFsL1QT8aKFhK0iqhx1VVXsXjxYn799VdGjBgR6uEIEXZWrVpFnz592JenJ3w0J9MKutbO67uN+1t1bELEqg9MpQHnju3ZKs8ZrZOxJGgVUaNTp04cffTRTV5PXYhYU1lZya5du3B6Jis293fliJw0cjytrr7fXIjLLYsMCHE49hRX8dNWXc42skeGbi3XCqJ1MpYErSKqyco9QvglJCQwZMgQ4jwLcTS3PEApxbFHdAaguMrBytySVh6hELHlv8v2+pZVPqeVsqwQuJxrNNW1StAqotYnn3zC+PHjKS2Nnl9YIQ7HmDFjWL9+PR076h6QzS0PAAImiSzYJCUCQrSUw+XmvV9zAUiIs3DKyG6t9tzdM5PokKw/nErQKkSYe/nllznttNNYunQpf/jDH0I9HCHCiruFE7EAJg/oRLxnecn5UtcqRIt9umqfrzfrSSO6kpHUeitXmSdj7ThQSUWts9WeO5QkaBVR6dRTT6Wrp4G61Wr1LV8phNCz/6H5Na0AKQlxjO+XBegJHgVlNQA4XW5e+nE7V7/+Kyt2F7faWIWIRm63wb8WbPPdv3Za/1Z/DW9dq2HAuijJtsaFegBCtIXOnTvzxhtvUFNTw0knnRTq4QgRVg4n0wq69dWPW/TkkYteWsy10/rzxi+7fDWuP289wOtXjGdM7w6tMVwhos63GwrYsl+vLDdraHbAinOtZUQPf13rytwSxvfr2Oqv0d6iItOqlLpbKbVcKfWrUuofSqmWr38mosZxxx0nAasQJj/++COnnnoqlZVVQMtqWgFOGt6VTE+93Jb9Fdz6/qqASVmVdheXvrokqmYtC9FaDMPgn6Ys6++nt36WFWBM7yzfqnfzoqSUJ+KDVqXUxcAFwCTgaGAYcFdIByWEEGEoNzeXTz/91Fcu09KgNScjkQ+unRjQtxX05chZQ7MBKK9xcvHLi8k9WHV4gxYiyizaVuT7kDexX0dG92qbKxKd0xIY3TMTgF93HoyKVewiPmgFbgBeMwyjxjAMN/A8cJ2SZp3CpLa2lk8++YR//OMfoR6KECHjq+1W+k//4fyVHNAljVcuHcfbV47npOFduXPOEXz4+0n88zdHMXOIDlyLqxzc+t4q6ecqhIfT5eYvn6333f9dG2VZvWZ6PkS6jeiYONnuQatS6iKlVIlS6rVGzpuulPpRKbVfKZWnlHpJKdWxzjnxwGhgrWn3GiAb6NvaYxeRa+rUqZx22mnceeedlJVFz+ogQjTHxRdfjMPhICk5GTi8oNVr0oBO/N9vjuLaaf2xWS3YrBaevXA0R3iapC/ZeZBXftpx+C8kRBR4fdEuNuaXAzCpf0emDuzUpq832xO0AnyzvqBNX6s9tFvQqpTqpJT6AHgIyGjk3FnAt8BnQA4wAjgS+EEplWo6tRNgBUpM+7zTVrMRwuOEE04AoKamhq+++irEoxEiNJRSxMXF+ZqZt7Q8oDGJNitPnjcKm1U//6Nfb2KT541aiFhVUFbDE99sBsBmVfzltGFtvoJj/86p9O2UAsAPWwqpcbja9PXaWntmWl8HtgGzGzpJKRUHPAcsMwzjb4ZhuA3DKASuAYYCt5tPb6vBRrOSKjuv/LQjpt5EfvOb33DjjTfyyy+/cM4554R6OEKElL97QNv9CR3SNZ1bZg0GwO5yc9Xrv7Jmj0zMErHrr59v8PVLvfqYfgzoktrIIw6fUoqZQ3TteZXdxaJtRW3+mm2pPYPWqw3DuAOobeS844B+wEfmnYZhrAa2AleY6lULAReQaTrVW9Ec+XnwNvLwFxv4y2frOf+FRZRWOUI9nHYxePBgnnrqKcaPH9/mn2yFCHfeoLWtfxWuPqYfYz1tr3YfrOLMf/3MPxdsZev+8ojP+AjRHO8tzeXTVfsAvVrVdccObLfXnjU0x7f9zYbIDo3aLWg1DGNPE089xvN1dT3HVgHdgf6e57QDy9EdA7yGowNWKaI6hF936QqK4ioH//p+WyNnCyGixffff88999zjW1ygLTOtAFaL4vmLx3DMoM4AOFwGf/9qEzOf+IEhf/6KE//xI6/8tIODUTCrWYhD+XXnQf708Rrf/b+eMYyk+PbrzHlUr0zfkq7fri/A4XK322u3tnDsHjDI8zWvnmP7PF/NH1GeBi5VSiUqpSzA1cCzhmE0OF1VKdVTKTXRfCMw+I1KdqebXUX+FjSv/ryD/NKaEI5ICNFefvrpJx566CHf/ZYuLtAcHVMTeO3Scdxz0hBfjSvoVXrW55Xxl8/Wc/RD33Lqsz9x539X89biXWwvrKCRP+FCRIR9JdVc++YyHC7983zrrEEcO7hLI49qXXFWC8d5OnrsL6/ln99FbrIqHFfE8k7Sqq+5n3dfpneHYRhvKqV6AwsBt+frI014nSuA+1o+zMi0s6gyoP1MrdPNP+Zt4ZEzh4dwVO2nqKiIDz74gHfeeYcXX3yRAQMGhHpIQrQbh8Pha3cFbZ9p9b2ORXHl1H7MOKIL320qZHdRJZsLKli8owi3AU63weo9pazeU8o7S3MB6JqRyNg+WYzskcGonpkc2S2jXbNTQhyurfvLuey1pRyo0FcSThrRletmhOY95/fT+/PZ6n3UONw8M38LM47owvAeDc6JD0vhGLR6NfljtmEYD6G7EjTHy8DXdfYNA15o5vNElC0FFUH73vs1lyun9qV/57YvCg+1jz76iGuvvRaAxx9/nH/9618hHpEQ7efaa6/lxJNP4dwP8gHavb67X+dU+pn+zhSU1fDh8r18sz6fDXnlVJvqXPNKa/h01T5fHaDVohiUncaonhmM7JHJiB6ZDMpOJc4ajhcMRaz7eesBrn1zGeU1euLVsO7pPHb2yJDNqejXOZW75gzhvk/W4XQb3PLeSj69fgqJNv8HQcMwKKtxkpFkC8kYmyIcg1bv9NKUeo4l1zmnxQzDyAVyzftiYYLOlv3+jgGnjOzGp6v24XIbvPbzTh48PeqrI7jooou455572L9/P2VlZRiGERP/34UAyMnJoUOnzvCBbvvWHuUBDclOT+R30/vzu+n9cbkNdhyo4NedxSzcVsSi7UUUlvvn7brcBhvyytiQV8Z/lug/3Yk2C8O7ZzC8eyb9u6TQt1MK/Tqlkp2eIL/XIiRKquw89e0W3vhll++q5qT+HfnXb8aE/ErBxRN6M3d9Pj9vLWLL/gqOe/x7jj8yh46p8azMLWHF7hI6pyXw5Y1TQzrOhoRj0LrZ87UrsKLOsW6er1vabzih5XYbLNtdzOCcNNITD//Tz5b9/kzrn04cwrfrC6h2uALWDY9miYmJvPrqq/Tr14/Bgwe32eusWLGC3NxcTj311DZ7DSFawlwq2l7lAU1htSgGdEljQJc0zj+6F4ZhsK+0hlW5JazaU8Kq3BLW7Cml0u7PxtY43CzdWczSncUBz5Vks9K3U0rgrXMK/TqlkJkc397fmogBheW1vL8slxd+2E6JqSvPuWN78NfThxMfF/orAhaL4tGzR3L8Uz9QXuNkb0k1r/wcOGf9YGUtlbVOUhLCMTwMz6D1B+Bu9IICX9Q5NgLYi259FbHchptKRyVp8XrFmIayfbe9v4oPV+xlfN8s3r1m4mG/9lZPeUCHZBvZ6QkM7ZbOsl3FbMovx+50h8UvVlubM2dOmz23YRhMnz6dH374gZycHE488UTi4sLx10zEKrcparWE8a+7UorumUl0z0zixOFdAZ1t3V5YwUpfIFvKhrwynHWWia12uFifV8b6vODV7zok2+jbKYU+HVPokBJPeqKN5HgrVovCalFYLAqrUlgtOqiPsyosSh+zKn08zqJIiLPSMTWeTqkJdEyJxxLqtLVod8WVdhZs3s+Xa/KZv3F/wM9hh2Qbtx9/BBcc3TOssv7dMpP44NpJ/HPBVuZv2E+5p28sQM+sJEb37ECFBK3NMg/druoM4P95dyqlRqC7BjzYWGeA5vAsBetNYSa21vM2ZG/5Xk786ESyk7PpGN+LjbsTyelgoUfnauwuOzePuZmjso/i+82FfLhiLwCLdxykpMp+WFkCp8vN9gM6aB3YJQ2lFMM8Qavd5WZzQTnDukdeYfbhev/998nJyWHy5MlY6nkX37t3L4Zh0KNHj0afSynFoEGD+OGHH8jPz+frr7/mpJNOAqC2tpa1a9dSWFjIjBkziI+XjI9oX0uWLGHj1h2ArisNpzfTprBaFAOz0xiYncY5Y3sCUONwsXV/BTuLKtlRWMmOA5VsP6C/llYH96EurnJQvLuE5btLWm1ciTYL/Tql0r9LKgM6p9K/SwoDu6TRr3MKNqm5jRo1DhcrdpewaNsBft5WxIrdxdT5vITNqrhkYh9uOG5g2NaGDs5J4x/nj6bW6WLpjmLsLhcjemTSKTUh1ENrVNgFrYZhOJVS1wJfKKXuAB4FstCrZK333G9Nd9POXQS2luhEcUFVAQVVBZAO+1ywT8+N4Lr51/Hv49/ivv/tDHjcxvxyJvTr2OLX3XWwytd2Y0C2ftMyB6nr9pXGXNDqdDq5/vrrKSgo4A9/+APPPvus75hhGMyePZtvv/2Wm266iSeffDLgsW+++Sa5ubnMnDmTcePG+fZffvnl7N27l8svv5yZM2f6Xqdjx45UVlaSmJhIWVlwBqg9ORwOnE4nSUlJ9R43DIN169YxdOjQgEC+oqKCVatW0adPH7p27RpwrLKykrlz5wIwcOBAhg0L/xppwzBwu91Yrf5as8rKSj744AMqKysZNmwYxxxzTMBjPvzwQ7Kzs+nZsye9evUKOPbKK69QXl5OdnY2559/fsCxoqIi0tPTsdlC90b24osv8vLrb9Pr5veA8CoPaKlEm5Vh3TPq/dtVXGn3BbA7DlTogLawkp1FldQ4Wq9XZY3DXW9m12bVJQ9DctI4oqsOtjulJJCZbKNDSjwp8daI++AQS6rtLlbvKeHXXcUs2lbE0p0HqXXW/3PTv3MKFxzdizNGd6djBAR/AAlxVqYM7BTqYTRLuwWtSqkLgScA77vDeUqpE4AiwzCONJ9rGMZcpdRM4K/ArehVr74A7jAMo7XXHn0YfyB8NDC/lZ8/SGp8KtN7TGdryVb2lO8FFfhRrdxezuVf/p7c4isxJ383HWbQau4cMLBLcNC6Zm8p540LelhUmz9/PgUFeoWQ6urqoONLliwB4LvvvgvYX11dzU033URRUREHDx4MCFonTpzIF18EVrbExcUxcOBAVq5cydixY4MCl4ceeoh58+YxZMgQ/u///i/g2Ndff01BQQFWq5Xf/OY3AccWLlzIunXrSE5O5qSTTiIzM9N37LPPPuO9995jxYoV/O9//6Nfv36+Y4sWLWLatGkMHDiQ2267jauvvtp37L333uP2229n9+7d/Pzzz0yaNMl3bNWqVUyZMgWAb775xheUA+Tm5nLmmWcCcOedd/LII/7Oc4ZhMHnyZFJTU5k6dSr33ntvwPexbds20tPT6dSpU6u9iS9dupT58+dz8OBBrrrqqoD2Zl9//TW3334727dv57XXXuPss8/2HSsqKuLSSy8F4IYbbggIWh0OB5dffjmlpaVce+21Qd0nbr75ZsrKypg0aVJQ0Hr11VfzySef0L9/f5YvX05ycrLvmNvtrjfL31QulwvDMBotRdEtr/z/vtF+RbtDSjxHJdsY2TONOIv/38btNjhQWUtZtYPSaifVdhcuw8DtNnC5Dd+2023gNjz7PNtOtz5WZXdRVGmnsLyWnUWVbN1f4Zsp7uVw+SePBc3QQAe1GUnxpCfFkZZoIy0hjrREfUtNsPm29c1GaoJ/27s/ySaBb2twutzsOljFhrwylu0qZvmuYtbtCy498bJaFKN7ZjJjSBeOOyKbQdmp8v+hHbRb0GoYxtvA2804fwEwpc0G5H8dO2AHUEq1S5f9cTnjGJczjoKyGsY/8iWW+CIMdwJje/QksefLrCxcSYlzD0nd38J58FgcVT3BsLEx//Cyc9sKzUGrrqcd0CWV+DgLdqebtXtDm/0LhRkzZvDVV1/x7rvvBvVsLS0tJSEhgVNPPZUZM2YE1B5/+umnFBXpNZx//fXXJr3WBRdcwLRp0zjhhBMC9judTp5++mn2799PaWlwY4wnnniCuXPnkpqaGhS0vv/++zz11FMAbNy4MSBoXb58OW+88QYAO3bsCAhaCwsLAdiyZQtud2DmID09nd27dwM6q2gOWnfu3Onb3rx5c0DQWllZ6dt2uQKX6KyqqmLRokW+56/rjDPOYM2aNQwaNIhNmzYFHHvllVdYvHgxVquVf/7znwHH/vjHP/LGG29QWlrK7t276dTJnzWYP38+d955JwDHHXdcwP9fpRRr1ugVarZv3x7wnOZ/j/LywM/IP/30k+//UX0fcpKSkigrK6OqKrjN9IYNG3A6nRQXFwcErAC33HIL7733Hl26dOH7778nI8P/YfLDDz/0fQj629/+RseO/g+ur7zyCjfeeCMVFRW8++67nHvuub5jmzdvZvz48aSmpvKHP/yBO++8k6uuuorxx8zgb57prqHMtFbYK9hVtosdZTvYV7EPp9uJy9DBt/erw+3A6XZiYJAUl0RyXDJxljichhOX24VSCouyYMGC1WJFoXC4HVQ5qii1l7K9ZDtbS7ZS4aggKS6JNFsawzsP54IjLuDonKPpnJpAQVUBueW55FfmU1BbgGEY2Cw2bHE2/dViw2aJI9lqw6ZsxFnisFqsWJSFOKW3rSoFq0qntNpFXomdPcW17D5Qw/YDVWzfX0VFrQGGBQMLGFYwLIDC4bJwoMLFgYqWf2CxWpQvmE2yWYmzWojz1OfGWXRNbpzFgtWisFm9+y3EWc3n+B9js1r8++ueZ1FYPed6n9tqsWDz1AIbhoHLDU63Wwf4Lm/QDy63G5fng4DVokiJjyM5waq/xltJNt9PsJLs+V5ag8PlpqrWRZXDSUWNk8LyWvLLasg9WM2W/eVsKdBZeHsDK0UpBUO7pjOpf0cm9e/EuL5ZpIZp3Wc0k3/xEFqzpxSMeNy1epLB8l1VfHvu3znv0/OpNg4Sl7qFuNQtJLjjcFX3YmHRUBbtq9S1sEkdcbkN/v3LJn7Yks/vJo9l9pHdA57fbbjZUryFHWU7SLOlsSwvn7jUbViTd/Dqtk9YVTmCi4ZcxJCu6azKLWFD3kH2VxZid9ficDvolNTJN1ksWsXFxXH88cdz/PHHBx3LzMxk//799T7unHPOoXv37uTm5jJq1KgmvdYf//jHevevX78epRQ2m63egM5bSuBwBNfnmQPFuoHQ6NGjfd9H3SCqU6dOnHDCCSxbtiwgSwwwdepUunXrxpQpU5g+fXrAsWHDhnHfffexc+dOEhMDS8B79uzJ888/j8ViYcSIEQHHqqqqyMzMpLy8nLS04J8pb5Bc3/f/7rvvMnfuXFJSUoKC1urqavLzdV1NaWlpQNCak+Nfb7umJvDzaL9+/ejcuTP9+vUjKysr4Fjnzp35z3/+Q2pqKn379g04dtRRR/H222+zevVq37+v2b///W8MwwgILL1mz55NdnZ2vcfWr19PXl4eeXl5pKQEdvtbvHgxL7/8MgC33nprwOPj4uKoqNAfRuuW+peXl1NSUkJJSYnv///kyZMZMmocf3vwGyAg6QqA3WVn+f7ljOg0gmRb4M+Tl8PtIE7FoZQOUkpqS9hZtpOdpTvZVbaLfRX7KLWXUlpbSpm9jNLaUiodlWQkZNA1pSsJ1gR2l+/mQPWBep+/rVQ7q6l2VjNv9zzm7Z5H99TulNWWUe5o7Yt3JolAL28FcSMMC4YnmPUGtfq+BQxV56sFw3SeAwsHTY/1HTMs4PA/1jA/B8qzrXz7DMMKRhwYcRhGHLitGIbNE2jH+Z8bAh/vvY/ydFivs99QnseZH1PPfc+24dm2WfWHAwyFUgrl2a+Uxbetf4j1TaH/vZQyUBi4DahxOHG43fhbv3u+1rnCqawGFl+VkIEtzsLg7FSGdEvnyK7pHNktnbQkHTIZRjF7K4uh0nu24fv9Mwj86v+iN9yGG7fhxul26q+Gs/59bjcuw4XLcAUccxkuXG5XwGMBEq2JJNmS9Ne4JJLikkiMSyQxznPfqu8nWBNIjEvU/64RSILWEFqzNzCr5nIbLN3qpCr3Yoycl7DE6d8IZXESl7Kdg2zn6m8+C36iBLh1qZUh2wfRI01PFrK77Kw5sIaDNQcDTk3ScxdYUgBLChbyxvo3yOowhmTLTixJeznug8AMWUZCBr3TejO883BGdtaNkfMr8qlwVDA2ZyzjssdhtcTeKjVKKSZPntwqzzVixAjy8/MxDAOn0xl0/OGHHyY/P7/eS7/XXXcdc+bMobKyMiBgA51F3r59O3369Am6bDVt2jSmTZtW71KZKSkp7Nmzp95LXSNHjmTkyJH1fh9dunQJKDMw69y5M8XFxfV+jy6Xi9/97nfs2rWr3sluBw7o4KZu4AnQt29fRo4cSUZGRtD3MmvWLL799ls6deoUkGUGGDBgwCE/kKSkpARd2vfKyMjgggsu4IILLqj3eH0ffry8GfH69O7dmyFDhuByuYL+P5s/rNTNxPfs2ZPJkyeTkZER9G9ns9mYMGECFRUVdO/u/0Br7h6gCPx/fP/C+/l0+6f0TOvJaye8RpdkvdykYRj8kvcLL699mSV5S7BarGQmZGJ32SmzN+0KzcGag0F/j9pavCWe/pn96ZzcmQp7BQVVBeyt0JNbvV/DhnKjVGCmTy42N0+dsBSABM+tJXYAOw7CFweBdYczsvBjs9hIsCb4gth4azyJVh3UvnLCK9gs4TmJTMX6+s51ugccDcxfuHAhEycefnupxlz+2lLmbwx840xPjKOsxgmWWk4bX02v7vl8uOF7Sl07USr8/l9lJWYxovMI7C47VY4qqpxVVDmqcBpO0uLTyIjPICNB39Lj032X2+Iscb5bgjXB/6nQqj8ZxlnifJ8+vZ8uAd8vmPeXy/uJ0ap0XZdV6UuEQfuk1ihi5ebmopQiISGhVWteI0V5ebkv296lS5fDnsi1v7yGox+aB8A5Y3rw6Dn6Q8iW4i2c+cmZvvP6Z/TnlRNeYUXBCl5a8xJri9Y2+TUsyuL7/U+PTyfFlsLB2oPkV+ZT7aymZ1pP+qT30beMPvRM60miNRGLRV/qtyh98/6NsCgL1Y5qKp2VuNwufYleWTEwgv5O2Cw2km3JpNhSyE7ODqhlNQyDxfmLeWv9W6wsXEl2cjb9M/vTN6Mv3VK7kZOcQ5wlDofboW8uh69EweF2YHfbcbvdvvIEbybMu+0tcfBmxszHvNtOwxmQNfN9dbsDsmfefQHnmL7Phs6p7zFCNIVCseqSVW3+d3bRokXe0rNJhmEsaurjJNMagu4BXt5Ma48OSdQ4XByosOuAFbCSyJ3T59A1I4mM6jP465fLsSbv4OwJcSzfm0tuqQ52U+NTKK9xYk0oICGlAKfhz0blpOQwPmc8IzqPoKCsgmd+WAnuBKb1OpqHT5nOfzb+h7c2vEWVswrDbcVd052+mX2Y2LcrVmVlf9V+9lbsZVvJNuxue73fw8GagyzIXVDvsfzK/Fb7tzocCqWDZau5Rk3fj1Nxvv2JcYmk2dJIjU/FoiwYhuG77OP9z/vHX+G/XOW9zOLd9u73fa1zrvm4+Q26oZs3GPfW0lmwYLFYSIlLISMhg9T4VF99nfcN0/zGW/dNq6E/SHWzb+Zz6x5zG+6Ay16GYeDG7Ut1WJQlaMzefxPzc9ssNuKt8cRb4kmwJmCz+u/ndNOBRH1jdhtuXG79gSboshwEX7Kr8yG9vv11nyfoMU04t+4YvP9O3gAizhJHenw6SXFJjb45pKWl1VtS0VKHWlzgxTUvBpy3rXQbsz+YTa2rNmD/4A6DyUjIoLi2GKuy0iutF30y+viC0J5pPUlPSD/k5cdQrkKnlGJC1wlM6DohJK8fKt6fQTfugCC/bhDsdDupddVid9mxu+36q+nmJvB33PszHfB3sp6v3sd5t31/K+r8XgRs13Ou7/UbOd/798XiKSPw/rzVvW/+e1Z3n/lvlO883xf/OfU9V93Hmc8x/x2PU3G+v5FWZfV9UPP+zbcqKxaL/zzvMfNjvQmeGlcNNc4aqp3V/q+uGl9ZjHdfratW35y11LhqsLvs1LhqqHXq/UqpsE4MSNAagu4BoNfc9i5ROLJHJok2K/9dvsd3fM6wHLpm6HZEg3PSwJ2Eq2IoGfZ+7Nq8E7vLzYAuqfzvmsmMfvAbqpxuemSn8NF143y/FAlW/0WRr9flYy/MBmD8hCF0Tu7MDUfdwOXDLmdX6R5O/8cmHM44kujAPRMmYeZwOdh4cCPritZhs9jomtIVN26+3fUt3+7+ltLaUizKQnJcsr7ZkrEqK+X2ckpqSw4Z8LYXA0P/AQ7xOMThibfE+4Jyb8Yq0sVb4n1XIjISMsiIzyAzMRPAVxPqzcqZb4fD6TZI6gFuRxa5ziMot/elqLqIr3d+DUD31O7YLDZ2lu0MCFjHdx3PlcOvZHzO+MN6UwvnN8Ro5b3iZCX2SrlEdIn5oDUU3QPAMwnLY1j3DHpmJQUErZdN7uPbPiLHPznlzV92+WY4njKiGykJcUzu35HvNhWyuaCSojJFr47BEyjmrivwbY/smenbTo1P5cjORzA4u5C1e3WfQZdndqeXzWpjeOfhDO88POA5p3Sfwp8n/hm7y06C9dBrfdc4a3xvwHa3HafbGXCrddVS46zxfSqscdbgdDsDM3TKooNP06fCGlcNta7agGyBeeaxd58361g3++jbdjuwu+xUO6txuIMnO4nwYHfbIcquctrddgqrCymsLmzX143zJG7X1C7k5I8+pmdaT18wfOXwK5nSfQpXzb2KnWU7mdFzBlcOvzLo918IIdpbzAetobLaNAlrRI8MhnXLwGZVOFwGw7tncFSvDr7jndP0MoFFlXaqTOtunzxSdx2YNTSH7zbpN7256/OZPKATj8/dzNg+Hbh2Wn9qnS7mrteX6rPTExhjem6vYd0yWLu3jCq7i5W5JYzprc/x9ic81PKuFmUhMa7hhcS8MxizU7Kb8k8TUrWuWirsFRgY9V/i99z3Xf4yjIBLZOC/TF5vaYFB0CU2c92ZG7evRs3AwOX2fDWf4w3S3S4qHBWU2cuosFf4AnSLsgSVP3gvi3mZL1/DoS+bN8R7mddX9lDn38j7b1F37OZL6N5/F6fb6b8M6bks6f0wUeuqxe6243DpDx6+y2emS2r1XdKr775XffvrPkfQpcAGLh829Nze8Xkv63nbMpXWllJqL6WktkRv15YGXYqPt8QTb40PaO0UcLmyBRwuJ2UO/98f8wSp7ORsTu1/KvHWeD487UNqnbWkxjdp7rsQQrQ5CVpDZK0paB3WLYOMZBuPnj2SL9bkccecI4LeCI/omsbPW4t894d2Tad/Z/1mMnNIF+7+SO9/e8lunp63hbIaJ99uKGBUz0wqapy+ptcnDu9a7xrZ4/tl8c7SXABufW8ln1w/hYLSGq55cxm7iqoY16cDM4dkM3lAJwZlp/kysTpwI2rW3U6wJpCQFBmrmYjoU+OsoaS2BNCdO5Li6l+x7HDsLqrimMe+xhJfxLAj1rHLMd+XZb1s2GXEW/XywjaLDVt8eM4gFkLEJglaQ8Q7CatXVjIZyfqN4fTR3Tl9dPd6zx+cnR4QtJ4ysptvu0t6IqN6ZrIyt4TthZUBj3ti7ma6ZfozoSeP6EZ9Th3Znf8u28tPWw+ws6iKK15bysa8csprdbD7y/aD/LJdZ2OSbFb6d0mhpMpBQVkNbgM6pcbTOS2BOIvFl531riwT52l+nZwQR2qCbiKdmhBHSsB2HCnxVv01IY6MJBvZ6QmkJcqbpogdiXGJ5MTlNH7iYXAbhq8/9FEpE3ls6u94c/2bZCZkcu7gcxt/AiGECBEJWkPAPAlreI/g9bLrc0TXwNnDJ4/oGnB/1tBsVuaW+O57V7lasvOgLyvaPTOJo3pl1vv8VoviH+eP4uRnfiKvtIalO4t9x7qkJbC/3H/ZstrhClo9q6CsloKywEubrSEl3srQbulM6NeRif07cnSfrFZbJUWIWBTQp1XBoA6D+Mvkv4RwREII0TQxH7TW6dPacHFmK1ltmoQ1vHsTg9Ycf9A6qmcmPbMCJ1udPKIr/5i3BbvTzdljenDaqG5c/PISQNelApw4PKfBmbsdUxP452+O4tznF+Fw6cecP64nD54+jOIqOz9sPsCK3cWs2lPCrqIqOqbEk5ORSJzFwv5yHYgbgFXpJf3iLAqLUjhcbiprnVTaXYd87UOptLtYurOYpTuLeWb+VjqmxHPKyG5ccHQv3VVBCNEs7kO0vBJCiHAX80ErIejTmhxvZdqgzqzZW9rkoHVI13QGZ6exqaCcq6b2Czreu2MKH/5uEoUVtUwb2BmLRTGhX5bvkj4cujTAbHSvDvzzN2N46cftnDyyGxeN74VSii5piZw9pgdnjwlesaip3G6DaofLF8BW1jqpqHVSZXdSUevZX+ukstZFcZWdgrIa9hRX+zoaABRV2nlt4U7eWryL1y47mskDOjXyqkIIM/OkuygpRRdCxAgJWkPQp3XygE5MHtDJN4mpKWxWC59eP4WSajtd0upPCA+rEwDfOnsw5zynF5romZXEiCaWIswams2soa0/099iUb6a1eaoqHWydOdBvllfwOer8yitduBwGdz87kq+vHEqHVNl4pQQTSWZViFEpIr54kDDMOyGYVQahlEJtFufVtAtcZoz6z4+znLIgLU+4/pkceWUvnRItnHXnCER29Q7NSGOYwd34eEzhrP0TzN9k9D2l9dy+werg9o1CSEOzdzOLFL/JgghYlPMB63R7p6Th7LinpmcOLxr4ydHgPg4Cw+fMYyeWboV0PyN+3lt4c7QDkqICOI2LdAg5QFCiEgiQWu0m3sP/K03rP1vqEfSatISbTx9/mjiPO+4j8/dTJU98pf0FKI9uANqWiVqFUJEDglao93iF6C2DJb9O9QjaVWje3Xg0kl9AF3z+tXa/NAOSIgIYa6mkZhVCBFJJGiNZm4XeJeFrC0P7VjawPlH9/Jtv//rnhCORIjIEdinVaJWIUTkkKA1mjlNzf4dVaEbRxsZ0CWV0Z7FEhZtLyL3YPR9j0K0Nre0vBJCRKiYD1qVUvFKqRSlVArttLhAu3HZ/dv26AzozhnT07f93+WSbRWiMdLySggRqWI+aEUvLlDhubV5j9Z2ZQ5aHZWhG0cbOnlkVxLi9I/xB8v24HZL+yshGiKLCwghIpUErXpxgVTPbUaIx9K6zOUBUZppTU+0ccKwHAD2FFfzy46iEI9IiPDmDpiIJVGrECJyxHzQGsrFBdqcOdPqrA5s0BhFzCUCX0sXASEaJC2vhBCRKuaD1qhmzrRCVE7GAhjfL8vXs3VjfvR1SRCiNclELCFEpJKgNZq5YiNotVkt9O2UAsCW/RUhHo0Q4c2QiVhCiAglQWs0c9oD79ujczIWwKDsNAAOVto5UFHbyNlCxK7APq0hHIgQQjSTBK3RLEYyrQADs1N925sLpERAiEORlldCiEglQWs0C8q0Rm/Q6s20AmwpkBIBIQ5FalqFEJFKgtZoFpRpjebyAMm0CtEk5kyrRK1CiAgSF+oBhJpSKh6wee5G14pYdbsHRHGmtXfHFGxWhcNlSKZViAYE1rRK0CqEiBySaY2VFbEgqmtabVYL/TrpbOvm/eUBq/4IIfwCa1pDNw4hhGguCVpjZUUsiOruAeCfjFVS5aBQOggIUa+ATCsStQohIkfMB60xsyIWRHWmFWQylhBNYchELCFEhIr5oDWqxVimVSZjCdE4aXklhIhUErRGsxjq0wow0JRp3SyZViHqJYsLCCEilQSt0SyG+rQC9M5KJt6qf6S3SKZViHpJplUIEakkaI1mMdSnFSDOaqFf5xRAlwdIBwEhggXUtMo7gBAigsifrGgWY5lW8JcIlNU4KSyXDgJC1BW4IpZkWoUQkUOC1lDIWw2f3gTv/Ra2fdd2rxNjNa0AR+T461pX7ykN4UiECE9ut39bFhcQQkQSCVpDoaIAlr0K6z+Gwk1t9zox1j0A4KheHXzbS3ceDOFIhAhPbml5JYSIUBK0hkJipn+7urjtXifG+rQCjO6Vic2q34mXSNAqRBBDJmIJISKUBK2hkOTPBrZp0BqUaY3+oDXRZmV49wwA1uwppdruCvGIhAgvkmkVQkSqmA9alVLxSqkUpVQKkNguL9peQWtQpjX6ywMAxvXNAsDpNliR24b/vkJEIHPLK6lpFUJEkpgPWoG7gQrPbX67vGJihn+7pqTtXqdu0BoDmVaAo/tk+baX7pCgVQgzA+keIISITBK0wsNAquc2o11e0RoHCel6uz3LA2KgphVgbO8s30o/MhlLiECBiwuEbhxCCNFcMR+0GoZhNwyj0jCMSqCm3V44KVN/bc/yAHtl4CyMKJWRbGOwp1/r8t3FOF3uRh4hROwwpE+rECJCxXzQGjLeutb2zLRigLP94vJQGucpEaiyu1i3ryzEoxEifLhNqVaJWYUQkUSC1lDxBa0lbZf9rJtphZipa/VOxgIpERDCTCZiCSEilQStoeINWg0X1Ja3zWsEZVqJmQ4C5slYS3ZI0CqEl7S8EkJEKglaQ6U9FhiI4UxrTkYiPTokAbAityS0gxEijMjiAkKISCVBa6i0R6/WGM60AozskQlAYXktBWWxUcsrRGPMmVaJWYUQkUSC1lAxB61t1avVVU/QGiOZVoBh3f39cNfsKQ3hSIQIH27JtAohIpQEraHSLpnWesoDYqRXK+BbzhVgzV4JWoUAc6bVwOqu52+EEEKEKQlaQ8XbpxXasKa1vkxr7JQHDOue7tteK0GrEIC/T+s/bf9g7JtDYNW7IR6REEI0jQStodLWmVaXE4x6murHUKY1Mzmenll6MpZkWoXQ3AYkYOdE6xIUBsz9EziqQz0sIYRolAStoRIQtJa0/vObs6xxSf7tGKppBX+JwP7yWvbLZCwhcBsGCTj8OyoLYcWboRuQEEI0kQStodLWmVZz5wDza8VQ9wCoMxlLsq1C4DbAhjNw589Pg8tR/wOEECJMSNAaKm3dp9Xco9UctMZophUkaBUCdE1rUNBauhvW/jc0AxJCiCaSoDVUbElgTdDbbVEecMhMa2wFrcO6+YNWmYwlhF5cwKacwQd+ehLc9dTBCyFEmIj5oFUpFa+USlFKpQCJ7fjC/mDyUH1azUvXNFdApjXTvx1jQWuHlHjfyliSaRVC17TG1820AhRuhNxf2n9AQgjRRDEftAJ3AxWe2/x2fWVv0Fq3PKAsD54eDc+Oa3kW9lCZ1hgrDwB/iUBBWS37y2UylohtuqbV5d+R3sO/Xbyr/QckhBBNJEErPAykem4z2vWVvRnQukHr4n/Bwe1QtAW2tTCOdslELC/zZCwpERCxLqimNaO7f7vqQPsPSAghmijmg1bDMOyGYVQahlEJtG8azhtMOqr8mVG3C1a/5z+npUu8mlfDSkwHPMs1xmCm1Ry0bsqvCOFIhAg9d92gNa2rf7uysP0HJIQQTRTzQWtI1derdccPUJ7n319b3rLnNmdarQkQn6K3Y6ymFSA7PcG3XVIly1aK2OY2IN48ESu9m3+7sqj9BySEEE0kQWso1derddU7gefUlLXsuc2Z1rgEsCXr7RhaxtUrI8nm2y6tll6UIrYFZ1pz/NtSHiCECGMStIZS3V6ttRWw4ZPAc2pbGLQGZFrjId4TtJozrYYBX90F/5wEe5e37HUigAStQvgZdRcXsCVDgqeEplKCViFE+JKgNZTMraiqi2HDp8GX71ucaTUv45oANk95gLmmNXcJ/PJP2L8OlrzQsteJAEk2KzarrumVoFXEuqBMqzUeUjrqbcm0CiHCmAStoWQuD6gpgdXvBJ/T4kyrKTgLyLSaygOWvujfLtndsteJAEopX7a1pEqCVhHbgvq0WuMhuZPelppWIUQYk6A1lMxBa9FW2P693u52lH+1rNaYiBVQ0+rJtFYUwrqP/eeU7W3Z60SIdE/QKplWEevcdcsDrDZI8QSt9vLAqzRCCBFGJGgNJXN5wNr/Ap4VsIacAglperumhX1FzROxzN0D3A6dhV3xut72KtsX1Us4ejOtZRK0ihhnGAY2ZVpcwBrvD1pB6lqFEGFLgtZQMmdai3f6twfO9vRWpXUmYsXF+zOtoLO3v75a53w7VEXvpUFv0Fpe68TlPozlcYWIcG533UyrqTwApFerECJsSdAaSuag1SutG2QfCQmeoLU1JmKZa1oB1n0IpbmeO8q/v2xPy14rAmSaOghItlXEsuCaVltgplUmYwkhwpQEraGUkEFA0AgwcBYoZcq0luseNc3lqlMe4O0eAPDTU/7tkef7t0ujt65V2l4JoQXXtNbNtEbvFRchRGSToDWULJbAulbQpQHgz7S6HeBsweqyzjrlAeZMqzfL2uNoXT/rVbav+a8TISRoFUIzaKDlFUimVQgRtiRoDTXzAgMWG/Sbpre9QSu0rEQgKNOaHHzO7Achvbv/fhSXB6SbgtYSCVpFDDMMsKk65QHJMhFLCBH+JGgNNXNda++J/q4BiaagtSWTsYIyrSmBx484GXpNgIwe/n2SaRUi6tXbp1VqWoUQEUCC1lAzB63e0gBohUyreSJWnUyrJQ5mPqC3kzv6e8JKTasQUa/Va1rdbshb1fJJo0II0UQStIaaOcMxYJZ/+7AzrabygLgESM7y3x9zGXQaoLeVgvRuejuKFxjIkO4BQgD1LeNqA1sixKfq+81tebXsVXj+GHh2HJTkNn6+EEK0kAStoTb2csjsDeOuhM6D/fu9ZQLQsqDVVaflVf8ZMGgODDoBZvwp8FxviUAULzCQkSyZViHAs7hA3Uwr+D9AN7c8YN1H+mtFPrz7G3BUH/4ghRCiHnGhHkDM6zUBblodvP9wywPqZlqtNrjwnfrP9WZa3Q79hpXapfmvF+YCygOqJGgVscvthvi6K2KBLhEo3tm88gDDgDzT36+8VfDpjXDG8/oqjhBCtCLJtIarwy0P8GVala5hbYi5g0BpdHYQyEyK921LplXEsnrLA8Cfaa0t9X/odTlpUPEOfb7Z6ndh4dNNH9CuhfDeb2HnT01/jBAiJknQGq4SMvzbteXNf7z3TScuofGMhzfTClFb15posxBv1T/uJdX2Rs4WInrVOxELAidjVRTAayfD3/vCrkWHfrK8Vf7toaeDsurtb/7sLxtoiGHAx7+D9R/DZ7c09VsQQsSomA9alVLxSqkUpVQKkBjq8fgktlL3AG9ngIbEQNsrpZSvV2tpdSPZIyGi2KFrWk0LDGz4BHb+qK/yLH3p0E9mDlon/A5Oesx//8NrYPcvDQ+mcJMuSQA4sAlqK5r0PQghYlPMB63A3UCF5zY/xGPxC5iIVXro8w7F26c1Lr7h8yAw0xql5QEAGUm6TEK6B4hYZu7TaqDA4smOmjOtq0z177mLD/1k+1Z6NhRkD9MTS6fcrHe5auE/5zf8QXjL3MD7+zc06XsQQsQmCVrhYSDVc5sR4rH4tdaKWE3JtKZHf6YV/JOxpKZVxDJzeYCyxvvLh8zt9/JNk6tKc+vv4WwY/kxrp4GQ4GmZNePPMOxsvV1dDAufOfRggoLWdc34ToQQsSbmg1bDMOyGYVQahlEJ1IR6PD7xKf76sMNZEaspmdbkLIjzVEaYa1oNA5a/Dt/eHxVtbLxBa0WtE6crOlt7CdEYt2EQ5+0eYDX9fTBnWuuqL9tamgvVB/V211H+/RYLnPoMJHl6Qy/7tw5e66ophd116mULJGgVQhxazAetYUspf4lASyZiNSfTeqgFBpa8CJ9cDz892XC2JEIELDBQI3WtIjYZBv5lXK3+34mATGtd9QWt5nrWriMDj8Unw9FX6W1HJSx9Ofjx2xeAu87vYcF6//aBrbDuY/jpKfjxcSgvOPT4hBAxQYLWcOYtEWhRn9ZmZFrB3/aqLE83cty1EL6+y3984+fNH0OYkaVchajT8sqcaa0vaFWet4jmBq0AR1/tv4Kz+Hlw1LmQtdlUGuBdZnr/Oh1Vr3oXnh0D7/8Wvr0P5v0l8O+RECImSdAazrwdBFrUp7UZmVbwB61uB/z6su6baM6C5K2Eiv3NH0cYyUj2v0GXVEnbKxGbDHPLq4bKAzJ6Qc8JejtvNdgrA4/7JmEBXUcEv1BKJxj1G71duV/3b/Vyu2HrN57zOsPgOXq7uhjK82Dpi8HPt+MHPfjW0prPJYRoFxK0hrNWybQ2MWjNMC0w8MVt+k0GINnUBmfrvOaPI4xIplWIuplWU3lAfLI/4wkwYAb0Gq+3DRfsXeY/Zhj6gyxAVj9INPWVNpv4B8Az0WvRs/5AMX+17gULMGCW7jzgtXUe7Fmqt3NGQJ+peruyEMrzm/OtHto398FDOfDLv1rn+YQQ7UKC1nDmzbQ6q8HVjCDLMEx9WptYHtD3mOB92cPgwvf897d+2/QxhCEJWoXwZFrrm4gFgdnWATP9mVYILBEoz9NBJNRfGuDVsT8ccZLePrDZH+hu/Mx/zsBZkH2k//6Pj/u3R12ox+FlLkloqZpSXaPvrIGv/xSYMRZChLVG1vcUIWVue1Vbrmf5N4U5wG1qprXvNLh6ARzYot/VrDboP0NnUNK76wla2+aB26Ubhq/7EI6+BjoPavK3E2oBE7EkaBUxytynNSDTCpDaBUp366Wf+x6jf9+9dpuCVvOSq+bOAfUZcZ4/SF37X8gZ6e8DG5ekg1JzCVTxDv/2ESdD0Vb//bxVMPgEqDwAy17Vf6O6j2n49eva/r3OHIP++sl1cNV3wf8WQoiwI5nWcGZeYKCmGQsMuEz1mk3NtCoF3UbDiHNh5Hkw7ExIytT7vZmO6mJY8gK8cbpeJWfuPU0fUxiQTKsQDUzEAj3jPzFTLxCQmKE/KHfyfDDds0TXooJeMctr4OyGX3DgLIj39HBd97Feaas0V98fcoq+opTePXDpatDBcGbPwEyut3/sl3fA/L/CW+f4l6xuqrpXjPLXwMKnm/ccQoiQkKA1nJmXcm3OZCxz0NrUTGtDBs7yb391p//5I2z1GglahQhcXCAoaB15PtyxE2aYPpD29NS11pTC3l/1hKwtnsCv4wDoMqThF7Ql+UsESnPhK1MXgFEX6K9KBZYIgA5oQQfOGT31dt4q3YVg0xf6flVRYK1tYwwDtnkWPkxI93c3WPA3HQTXt4iCECJsSNAazlq6KpZ3EhY0PdPakL7T9OXCusr3+TMvEUCCViHAONRELC/vClle3pn9AL/8U0+UcnoWGxlySvD59TnyTP+2d9WrtG76b4tX9tDAx3iDVtATskAHves+AkeV/9jOHxt/fa8Dm/1Z3oGzYLongHbVwg+PwlPD4eM/6PIDIUTYkaA1nCXWqWltKpcpaG2NTGtieuCEDC+3099lIAKYg9aSKglaRWxyuw0S1CEyrfUZdAJk9dfb6/8XOON+yKlNe1FvfbzZyPPBYvXfN2daOw2CzoP9980lAj/8PfB5dvzQtDFAYGlA/+Ng0vW6FMKWovcZLlj5Jjw7Fpa/IW2xhAgzErSGs4QWlgeYa7ya2qe1MWMu1V+TO8GRZ/j3l0XO5bREm4X4OP0jL5lWEauUYeq/3JSg1WL1tK4CDDfsXqi3M3rqOvimiIsPzJyC7gxgZn6uusGwOWg9uD3wWO6Spi8zbW7bN+A4/b3NvB9u3QAn/E1nf0HX739yXcTV7YsI4XbrEput8ySr30wStIazlpYHBGRaW6E8AGDEOfD7X+C6pdBnin9/BNWAKaV82VYJWkWssgQErU2cMT/ygsCezdD00gAvc4lA97HQaWDg8W6j4dh7YNRFMPnGwGP1LV7gXa3LVasD18Y4qmHXz3o7exik5fiPJWbAhGvhuiUw/nf+5170LKz9sPHnFqKpKg/A2+fAW2fBm2fCo/3hyWGw+v1DP0Yy/j7S8iqcBZQHNKN7QFtkWsE/4SK9h39f2b7We/52kJFko7C8VlpeiZgV5zb97De15j0+GcZdBd//P/++upnTxvSdpi/J71oIx/25/nOm3V7//rSueuUsb29YgKMugWWv6e2dP0K/afU+FNBv+mv/q3uzgs6y1ichDeb8P+g9Ed67RO/75HrIGR4cZLc2lwPsFZDUoW1fR4TOzp/gv1fqPsdmpbnw4VWAoTv4gF5Sfc17uj1c4SZdMtN9DHQaoMtZ4lM8C4Kk6J+ZzoMOvchHFJGgNZzV7dPaVG2RaTVL7+bfjqDyAEAyrSLmWYwWtMQDGHcl/PyUDvxSuvi7CjSVNQ4ubmHWUildIuCtSY1LhGP/BCve1LX1h6prLS+ATZ/Dr6/622WBDp4bMvQ0mHidzrTaK+Ddi+Hyr3QbwEOpLtFBdccBh85AVxTCijd0IBKfAme9pBdgKN0Db56lJ4qd/i9d7ysatn8DbF8A/aY33sGiuZx2yP0F9m+EqgO6XKTTIBh+TsM/A4dSuge+vR/WmLKpHfrqHsZ5K2HzV4ABH10LRdt0e7ntC3Q5jlfhBn1rSHoP/XvSa7yeh9JtVOvMawkjErSGs8TW6B7QBj+wGeZMa2QGrZV2Fw6XG5tVKmREbLG2pDwAILUznPQELPo/mH5H4CSq9pAzwh+09puuF0LodpR+g9+7DGorIMHTD3bj5/DTU57lYOtcWu05AXpPbvz1Zt6vn3f3Ih0svHE6XPShbsFVtE1nzQo36uCpcJPupgI6ID7nVX/WyzB0dvnXV/RENnOm+5Xj4dRndCvB4p1632c3e8onBrTkXymyle3TvcCLturWai6H/n817gr9/9vl0P+Wi/4Ptnztf9zA2TDpBug7teWvXboXtn4DW77RAaO9IvicuffqHuZTbmn4/49hQME6/WFq18/659ab5QcYerr+/+59j1/w/2DBI3oioPlqBujOPTkj9M9cY1dcy/bo26bP9X1rvC676Tkeek3QX1M6NfwcYU6C1nBmXlwglH1a60rqoFeycVZHZHmAV1m1g46p0fUpVIjGWI0WlAd4jf6NvoWCObPrLU3oe4xn0QOnXqWv5wSY/2Dg4gdeA2bqetX+M8DShA+rVhuc/aoOLEt2wb4V8NrJOmhtqM3Wtnnw8myY83dda7v2Ax3c1qeyEP5TJ6vqqNKXiq+YGzurdJXuhZ+ehOX/Dnz/Av1v/dMTOpDPX11/MLllrr4NPU3/u5vrlQ/5mnv06o67FupbY1lM0O95K9+C1e/B5Btg6m36Ej34V4vc+Jm+lewOfnxGL5j1gJ7MbM7GT7tDf18Ln/Hv6zpK15IPO0t/YHS74eA2KM/XAb2jEuxV+uelPF9/eCpYp1e083LZ9fLLuYv9C2h0HKB/l3qMgw699cIeSR10cGy1gcWm44bm1Ku3Iwlaw1m49GmtSyldInBwW0RNxAJISfBnh6rsLjo2cK4Q0ajFmdZQGzhbv7m7nfrNHHRm7cfH9PYn1wc/ptckGHKyXtygQ5/mv2Z6V7jsCx2sFu/w95gNoCCrL3Q+Qq+uVZqrg9TX62kHltkbxl6uA5EvbvNcFvboNlo/177l+vb93wIXeYhGDQWrKD0hznDpY96uFV7Zw3TWc+1HULBG71v/P9i2AMb8Vl/Oz+wJyqovs1cW6s4ThZt0EOft11ufrP76563PFB0AxyXqQHT56/rqotsBPz6uV4bsNAhSs3VGvqqo/ufr0FfXYE/4PdgSg48rBbMe1M9Vnq8/lNUtebBYdF11Y7XV5fn6+9u9WJc45K3SvzNeRVv1beVbh36O+0oafo0QkqA1nFmsevlDe0V4ZVoBMrp7PvV5FhhoSuYiDCTH+3/kq+yuBs4UIjq1aCJWOLBY4Ni7A/f1HK/ra+v2i87sDac8pbOqhyujhw5c/30qFG3R+3ocrTPO3Y7SQYQtSe8vL4B3LtQrh/nGHacDoLFXBGZ5z3sTPrtJ1+X2ngznv62Dnuem6izaD4/qQGv2X/X/J29rr96T/GUQrammTAd0BzbpLKG3ntJZo1dDqy7RAVHZXqg6qAMtZdGXm7scqfvsdj9KZ/AaugTtdunL7yve0GUc5ver5E46g3nUb3V5RXWxDmgXv6DfazoP0R9UBs+BfsfqMUy5RWdZv7hNj7u2tPnL8san6svnA2frjHzH/sHn5AyDqbfq8oXvHgF7uf532bO0nudLg0GzdY/jPlMC54EcilI6sD1caTk64zz0NH3fXqWvEuT+4glkF0NNSQPjsIZtlhUkaA1/CemeoLUZE7HaOtMK+pIC+BcYaMrlmDCQaPNnWqsdErSK2GNtbp/WcGZLgiu/gU1f6hnZFYV6UYKjr9ITnVpLeje48lsdZHUdqQOY+qRlw6WfwXcP6dnfA2fDoOPrn7xjtcFp/6czbEkddKCQlAkn/h3+5+mLu+w12PiF/3Iw6HkK/Wfoc8vzdOCUmq3/JncdAcPP9V+yPpTKIp0NLtwA+1bqwKtwE0H1v01hr9D1uN46StCXwTN76eRGYob+OXO7oGCtzkbXDZpSOuua1HFXBP5/S87Siz9MvkkHz94PB2ZK6X/jPlPgu4dh8XOBmcX6pGbrILXXRH3LHqYnCjbGatM9i488U2fCc5fo7K2zWn94OuJEOOJkXbYSLhOg4pOhz2R9A51kKtqi/z+U7dUlfjVlOnvscoR1wAoStIa/hDQo5zD6tLbRL443aAX9gx8hQWuSOWiVTKuIQYE1rRFUHnAoHfrAhN+1/eskZTatnteWpLOjTZWcFXh/9EU6WfHZzXrmet0ssqsWNn956Oeb9yBMuk6XRljjdKatcKMOSgs36pu5dVhz2FJ0IJrSGVA6OCzNDZ6QW7o7sLbyUDr01V0pxl7W8IcMpeoPWM3iU+D4h2DaH+HAVn0lsGyfJwhTOnju2F9f+k/LObzgLL2rzuSDnnRVXQyJmZFxxdFi0R/szCvORRAJWsOdd3ZhTYn+5WjKL1pb9Wk1M1/uKN2r+8dFgOR4f9BaI5lWEYPiIrWmNZYMPVWXAXxxG6z7CDoN1petbUk62+udNKSsulSgxjSrvOqAbq/UHAnp0GOsnqXe+Qgd3Hmz8NZ4HfAlpuvL6PW9B1Ud1Jm7PUs9WduNOmCsW6eqrLpus8cYXZfce3LrZ/YSM/Tz92in9ySlgj94iDYjQWu469BH/xHwXoLJ6tv4Y9q6TyvUaXsVOR0EzJlWqWkVschKhNa0xpqUTnDOa3DGC4F/x4+7V5ceeOtJLVZd63pwh26rtfz1wPcAM0uczjR2OUIHp50H63rUToMOL0uYnKUXdzAv8OB26wDaXqETKYZbv381ljFtJYZhUFxcTHl5OQ6HA0NWlWpTSilsNhtpaWl06NAB1UZlBhK0hrue4/0NiXOXNC1obe9Ma9metnmNNpAYLzWtIrZFXXlAtKsv8ZDeNfC+LQmyh8JJj8Ext8H6T3T21e3QgWqngTpIzerfdomMuiwW3VuVLu3zeiYOh4Pc3Fxqa3XwrpTCYrG0WSAV6wzDwOVy4XA4qKqqoqSkhJ49e2Kztf7fFwlaw13Po/3bub/AyPMaf0x7ZFoDalojJ9OaLBOxRIyLqolYIlhaDoy/OtSjCKmioiJqa2tJTU0lOzsbm80mAWsbMwwDh8NBQUEBFRUVFBUVkZPT+nNdIqBqOMZ1OVIXv4POtDZFe3QP8C4wAMG9Wjd9BV/eEZY9XJPMmVZ7IzNMhYhCNglaRZSrqKhAKUX37t2Jj4+XgLUdKKWIj4+ne/fuKKWoqKhnEYhWIEFruLPG+QvKC9Y1rYuAqx3KA5TSs0ghMNNaeQDeu1i3Hfn+b23z2ochoOWV3d3AmUJEp4hdXECIJjIMA6vViiUSZvNHGYvFgsViabMaYvk/Ggl6TvBsGIFNq+vjcurg1qst65e8da3l+3QPPtAzXb1Bs3kczVFdrCcamK18G975DRSsb9lzeiRJeYCIcXEyEUsI0YbaMrMtQWskMK+5vXvxoc9zu+Cja/zrYqd3h7QmrMTRUumeDgJup7/v35oP/MeLdzb/OcsL4Jkx8PQo2Pmz3leSC/+7Ti+jN+8vhzNiaXklYl7gRCwJWoUQkSMqglal1FCl1K9KqddCPZY20WOsfzu3gaD1kxtgrSdojE+Dc19v2iofLVW3V2tJrp4s5lV1oHkreQFs+EQvZeisgXkP6N60S1/U608D7Fmi97WQuaa1SmpaRQyySXmAECJCRXzQqpQ6DXgYOBDqsbSZpEy95jLAnl/9l+LN9i6HlW/qbVsKXPRBYLDbFjJMHQSKtsLa/wafU7yrec+562f/du5i2DYPlv3bv6+qCEqa+Zwmgcu4tnFN64bPYPV7ul+hEGEiTiZiCSEiVMQHrcAKwzBOB/JDPZA25W19ZS/XdaPL34C9y/zHzZ0FTvy7Xle5rXU+wr/99V16ney6mlMiYBiwa2Hgvg8uD16nek8jdb0NSA7oHtCG5QG7FsG7v4EPr4Jt89vudYRopjgkaBUi2iiluPTSS0P+HG2t1YJWpdRFSqmSxi7RK6WmK6V+VErtV0rlKaVeUkp1bOnrGobRhAWOo4C5rvW/V8An18GrJ/ozmftW+I/3ntw+Y+o1EYacqreriqB4h95OyPCf05ygtWgbVBQE7jMvT+i1d3mzhmlms1qIs+gi8WpHG5YHrPvIv12wtu1eR4hmCpyIJeUBQojIcdhBq1Kqk1LqA+AhIKORc2cB3wKfATnACOBI4AelVOrhjiWq9Z4YvM9ZA1u/1dveoDUxUy/92h6UgjNfDA6SzY2tvYFsU+z6yb/dd1rgsf4zwOJ5gzVnmFvA20GgzTKthgGbv/Lfr9jfNq8jRAtIplUIEalaI9P6OrANmN3QSUqpOOA5YJlhGH8zDMNtGEYhcA0wFLi9FcYSvbL6wfEP62Bu9EX+/bt+1pOdDmzW97uN1sFke7ElwvlvQ5eh+n5iBoz/HeAZQ3MyrebSgDl/gw6mJWsn3wg5w/R23ipwOWgp71KubVbTWrgpsO62UoJWET5kcQEhoserr77qW3nq3XffJScnh5ycHK699loA7HY7Dz74IIMGDSI7O5vu3btzxRVXsG/fviY/RzhpjaD1asMw7gBqGznvOKAf8JF5p2EYq4GtwBXK1NxLKfWOUspo4Da9FcYeWSb+AX77CZz6LKR51p7e+TPkrQY8M+q7jW7/cSVlwqWfw8wH4OKPIKWjf5nXpgathuFvcZXSRdfLnvwkpHSGEefpYL27Z5EFZzXs39Di4XrrWttsRawtXwfer1vyIEQIBWZapTxAiEh22WWXkZ+vp/Scd9555Ofnk5+fz3PPPYfb7eaMM87gmWee4a233qKgoIBly5axceNGxo8f73tcQ88Rbg47aDUMY08TTz3G83V1PcdWAd2B/qbnPd8wDNXAbcHhjTyCKeW/JF+RHzhrPxRBK0ByFky5yR9YeksUSnbX3+2grpJdUOb5Ueo9SX+P/Y+F27fCmS/o+97nhsMqEfCVB7RVn9bNdYPWwrZ5HSFawCblAULEhLfffpsvvviCP/7xj4wbNw6AnJwc/vGPf7Bnzx7uvPPOEI+w+dqze8Agz9e8eo5589QD22ksKKV6KqUmmm/AsPZ6/cPWx1RHuvJt/3aogta6vEGryw7l9f0vr8NcGnCoiWStFLQmtmVNa3Ux7P4lcJ9kWkWYMAxDglYR855++mkGDhzIwIEDWb06MI/21Vdf+Y69//77Acd27tzpO/bXv/416HmPPPJIBg4cyCWXXBJ07Mwzz2TgwIEcffTRQcfy8prwHtkC7777LgAnn3xywP6xY8fStWtXPvzwQ1yuyFpkpw07zwfxTtKqqueYd19mc59UKTUKeAo4wnN/AXC9YRhrGnnoFcB9zX29sNF7in/bWa2/JneCjB6hGU9d5slgB3c0Pq6dpv6sfQ4RtHYcqBdNsJcfVgcBb3lATVvUtG6d518Iwav6oK7BlUuxIsQMo26mVX4mRew5ePAgW7duBaC2NrCysbKy0nesrKws4JjD4fAdO3AguDX8tm3bqK2tpVevXkHHcnNz2bp1K506dQo65nS2Tamad6xdu3YNOtatWzeWLVtGQUEB3bq14cqZraw9g1avli9nVN+TGcZKYHoLHvoyUOc6LsOAFw5zSO2j00Bd71lpuvTc3pOwGmIOWot3Qt+p9Z9Xtg/mPQir/qPvJ3XwL6RQl8UC3UfDjh+gcAPUVkBC85tOeMsD7C43TpebOGsrXnAwlwbkjIB8z6f4ygOQHvyHQ4j25JZMqxBkZWUxYMAAABISEgKOpaSk+I6lp6cHHLPZbL5j9QWf/fv3x263071796BjPXv2pKSkhA4dOgQdi4trm1DMaGD1yIaOhbP2DFq9DTdT6jmWXOecNmcYRi6Qa96nwiXgawqldO3n+v/594VLaQBAlmnm/6EmY635AD65Hhym5Pu4q3Rweijdx+ig1XDrEoF+0w597iEkmhcYcLhIa82gdft3+mtaN92myxu0VhRI0CpCzh2UaZWgVcSeG264gRtuuKHeYyeccAJbtmyp91ifPn0OeQxg3bp1hzz24YcfHvJYfZnQ1jBo0CA2bdrEvn37yMgI7Eial5dHWloa2dnZbfLabaU9a1o9PZmo7/+ONzd96J8GEcxcIgDhFbTWzbSaGQb88KheJMEbsKZ1g9Ofg+l3Nfy85nrX1e+1aGhJtsCgtdXUlPoz392PglTTH4NKmYwlQs9tGMR7glY3FrBYG3mEECISJCcn+8oM9u/fz3XXXce5554LwOeffx5w7q+//kpeXh5nnXUWVqu1weeoqKhop++gadozaP3B83VEPcdGAHvRra9EU9Wt/QynoDW5I8R7Lt2bg1bDgM9ugvmmIvZJN8D1y2DUBQ1nWQH6Hetv97XuQ6gpa/j8+obWVku5Fpt6s2b1hdQu/vsyGUuEAV3Tqn/mnSoU1WFCiLYwZMgQNm3ahNvt5osvvuA///kPF1xwAXPmzOHRRx9l6dKlAOTn53PTTTfRo0cPHnnkkUafIyWlvovjodOeQes8YAdwhnmnUmoEumvAK0YIiiyUUvFKqRSlVAqQ2N6vf1g6D9E1oACpOeF1+Vkpf7bVHLRu/AyWvaa3LXFw2j9h9oMQn0yTWONg9MV621EFa95v+Px6tFmm1fx9ZvauE7TKAgMi9NyGQZzSmRSXkklYQkSLp59+GrvdTnZ2No888givvfYaVquVjz/+mD/84Q9ceOGFZGdnc9RRRzFo0CAWL17sW1CgoecIt7LJdvuobRiGUyl1LfCFUuoO4FEgC71K1nrP/VC4m0jtImCxwIx74cfHYdofQz2aYB36QMFaqDqgV+2yJsDce/3HL3gHBs5q/vMedbEuL8DQAfC4K5r18ERbW2Vad/q3O/TViyR4SdAqwoB5IpZkWoWIHpMmTWLVqlVB++Pj4/nzn//Mn//85xY/Rzg57EyrUupCpVQ+sNSz6zylVL5SKqgi2TCMucBM4BQgH1gDbACmGYZRfrhjaaGHgVTPbUaIxtBy466AW9bDmEtDPZJg5rrW3Yth6YtQvEPfH3p6ywJWgMxeepIT6IlO+1Y06+HJ8W2UaTUv3dqhT2CmVZZyFWHAbUC8pzxAMq1CiEhz2B+1DcN4G3i70RP95y8ApjR2XnsxDMMO2AGUUjUhHk50yTat1fCf8/0zla3xMPP+w3vuMZfCtnl6e9m/m1XPm9RmNa07PRsKMnvq79NiA7dDMq0iLJgXF3BJplUIEWHas6ZVxJrh58AATzbV7QBHpd4ef01gS6yWGDzHf/l93Yd6hkkTJbZ1TWt6N4hL0HW93myrBK0iDJhbXkmmVQgRaSRoFW3HGgcXvgfHP+zPsiZlwdTbWuG5bf4SgZpSKM1t+HyTNuke4HZDyW69bS6LSOmsv0p5gAgDhmFgU5JpFUJEJvmrJdqWxQIT/wB9p8Hqd+HIMyAps3WeO/tI/3bBOl3r2gRt0j2gPA9cdr2d2du/39urtboYnHaIk2buInR0TatkWoUQkSnmg1alVDzg/esdWS2vIknOMH1rTdlD/dsF63TJQBMktUX3gIDOAX3826md/duVhZARvLyfEO3FMC0uIEGrECLSSHmAbnlV4bnND/FYRHN0MWVa969v8sPqLuPaKg4ZtJpWxZIFBiJXeT589DtY2eQ5p2EpoKbVEvM5CyFEhJGgNdJbXsWytBxdIws609pELappNQyoKIQ9y2DHD2CvCjxet92Vl7lXa2Whfo7dvzRr4pgIAx//Hla9Df/7A5TuCfVoWswd0D1AMq1CiMgS80GrYRh2wzAqDcOoBKTlVSRRyl/XemALOGub9LBm17QWbYOnRsBjA+ClGfDvU+DjawPPCci0mmtaTUFryW54ZTa8cjz88FiTxhoWqg7qW6zat8LfXs1ww7bvQjuew+B2u4lX+mfebZGgVQgRWWI+aBURzhu0Gi44sLlJD2l2TeuSF6B0d+C+TV+Cy+G/7w1a4xIDSwLMQevSl+Hgdr39y/+BIwI+IxVtgyeGwpNHQmHT/n2jzo9PBN7fFrlVRIbpZ1YyrUKISCNBq4hsXepMxmqCpObUtBqGDlAB4lP9ixi47IFBsjdo7dBHZ4C9zOUBhRv829XFsOHTJo03pNZ9CM5qcFTB0pdCPZr2V7g5+P/T9gW6xVkEMpx237ZbWl4JISKMBK0istVte9UEic3JtBZu9NerDpgZuFxu/hr91V7ln2RlbncFgZnWupa91qTxhtSuhf7ttf8NzC7Hgp+fAjz1x772ZQchvwnrc7ucULpXtzoLE4bLPxaXlAcIISJMzAetSql4pVSKUioFaXkVeTofAXgym03sIGCzWrBZ9WMazbR6s6ygW2plD/ff9watJabSAfMkLIDEDP/CCr4BpOivu37StbjhyuWE3CX++1UHIvrSeLO4XbDwWd1bGCC9B8z+q/94ff8OhqEn6v3vD/CPUfBQNjw5FJ4eDZUH2mXYjQnMtErQKoSILDEftCItryJbQqo/UGxGBwFvtjUoaC3dC1//CXb8qO9v/kp/VRYYOBu6DNHb4A9aD9XuCjxLuZpqXBMz4fiH/PfDOduavxrsFYH7vEFctNm/EZ4ZC08Oh7fOgRePhbl/Areeac+Um3Sm3fsByTwZy+2CNR/A88foiXor3oTiHf7Hlu2Bxc+153dzaKZMq0zEEkJEGglapeVV5POWCJTnNXmWu7ftVUB5gMsBb58Li56FN8+ELd/4M409x0NyFsQnQ8eBel/+Gp1dC2h3Vac8APxLuQKMuhBGnq8zsKD7fobrhCxzaYDXxs+hpqz9x9KWDAM+uwmKtugJd1vmQp7n8r81HmbcA+Ou1P//vTXNu3/R/w5rPoB/ToT/XqGDfK+UztBnKtiS9f2lL4G9sl2/rfoYErQKISJYzAet0vIqCmQ3f5GBpPoyrQufgYK1ettlh/+cj6+ecdAJ/vNyPCUC1QehbF9ghrduphUgvZt/e8ylYEuCEef7n2Pnj00ac7szB62jL9ZfnTXBE5O2fgs7f4rc3rMbP4Pdi/R2XJJ/f4+j4Zof4Zjb/ZPr+ns+17od8MwYHawe2OR/TP/j4Pz/wC0b4dLP/DXQ1cU6Axti5vIAqWkVQkSamA9aRRRoQQcBX3mAN9NatA2+/1vgSd7LuxC4RKx5Odp9K3TQA3qhg06Dgl9s4h/0GI+5HToP1vsGzfYfz1vZpDG3K7fbH8h16AOTb/IfW/2Of3vZa/DmWfDaSfDSTH3ZvGwfHNwRGRlZpx2++bP//iX/g7v2wi0b4Iq50OWIwPP7my7GVO73bx9xMlzzA1z8IRxxIlg9M/Mn/A6UZ+Lfomd1nXAIGU7/RDqpaRUiOnz77bfk5OQQHx9Pnz592LhxIyeccAJdu3ZFKcX06dMBWLp0KXPmzCErK4usrCyOOuooXn75Zd/zlJWVkZOTQ2pqKkopfvjhB8466yx69OhBWloaJ598Mtu2bQvRd6lJ0CoiX7YpiDRfom2ArzzA4fJfHnZ6Eu2TbwrMmHboExiM5pgmYy18GqqK9PaRZ4C1nkCg9yT4/SJ9mdn3HCP923lNG3OraUpG9MAmnQUG6D0ZOg2A7mP0/R0/6LIJRw0s+H/+x+z9Fd44HZ4YAk+Pgr/30xnYcLbsVX/v3KGnQa/xuk46vVtg6zKvHuP8q7ABDD5JB6vnvwVdRwafn9kLhp2pt0t2w4b/tf730Bym8gBDMq1CRIWZM2eSn5/PpEmTqKio4NZbb+Vf//oXeXl53HHHHQAsWLCAqVOn0qdPH/bs2cP+/fu56aabuPrqq7nvvvsASE9PJz8/n9tuuw2Aq6++muuuu47c3FzWr1/P7t27OeaYYzhwIHQTSyVoFZEvqx8keGpE9yxr0kOSzDWtW77RgRjoAHjGPXDem/5LxSPOCwxgckb4t3MX+7dHnNv0Mad2hrSueruJgfZh27cCHh0AL87Qy8k2ZNfP/u3ek/TXSTf49829B1a8oeuIAZI6BD+H2wHz/xq8P1xUHfQH3RYbHHdf44+Ji4cL3oEpN8PV38MFb9cfrJqZ/91+ejKkZRTKba5plT6tQkSboqIi7r33Xvr27QvA73//e66//nquvvpqcnJyePrpp0lOTiYuLo5LLrmEs846i0ceeYT8/Pyg57rooos49thjUUrRs2dPnnjiCfbt28cjjzzS3t+Wj/zVEpHPYoHuo3XT98KN+rJ0YnqDD/HWtDrdBu51H/s/vZ3wiM6W5gyHa3/Sl+6Hnhb44NQuetEA8+XhzF56slZz5IzQQV/xTqgp9U/OagtuN3x6E1QW6tvb5+qay/iU+s/ftci/3Wui/jr0NF3nuWeJDta9GWJLHFy9AIq26npXt0uXFhRt1V/3/Ao9xrbd99ZS397vzyaPuxI69m/a43qN17em6jpClxVsm68n7234FIae2uzhtgaZiCVi3W9e+oW9xdWhHkaQ7h2SeOvKCYf9PAkJCUyY4H+eXr16UVhYyJYtW7j00kux2QJ/78eNG8f777/P/PnzufDCCwOOzZgRODd9+vTp2Gw2Pv30Ux5//PHDHmtLSNAqokP3sTpoxdAZxX7TGjzdW9NqwQ1bvtY7U7pA7yn+kzoN0Lf65Az3r0cPMPyc+i8nN6TrCP9r56+BPlMaPv9wrP0gsHZ233L44HI47y1//aWXYfgnYaXm6Ew26O9v9l/hFU89rtPzh3/k+bqEokMfT1soYMNn8O5v9PbCZ+Dcf7fBN3UYdi+G5Z4xpXSB6Xe27esd+yd/b9fvHoIjTgKLteHHtAXT4hBSHiBi0d7ianYWVYV6GG2mS5fgBW22bt0KwPvvv8+XX34ZcMzpdJKSklJvpjU7OzvgflxcHJ07d2bHjh2tOOLmifmgVSkVD3j/esviApGqxzj/9p6ljQat3prW0WoLlipPfc7gE3TWtinqC1qby1xmkLe67YJWRzXM+4v/fnJHXYe7+SuY9wDMfjDw/OKdUL5Pb/eeFBiM9xoPQ07xdxBQVph6W/BrDp4DWf3h4DbY8Il+zvo6K4SCywmf3+K/f/zDkJTZtq/ZYywMmgObv9RXA9b+t3nlJK1FMq0ixnXvkNT4SSHQWuOyNPAeduWVV/LUU08d1vPX1tYe1uMPV8wHrejFBZpQzCbCmvny897G61q95QGzrKZzB5/U9NczT8bKHq4XHWiurqagtS3rWhc/B6W5envE+bqbwatz9MIBv74Cx96t23B57TaVBnjrWc1mPgCbv9YB0KgLIatv8DkWK0z8PXx+Kxhu+OU5mPP/gs9rb1UHdbcAb2uzvtNg+Nnt89rH3q2DVoAFjxx64l5bkolYIsa1xiX4SDNokJ5IvHfv3nqPf/fddwwbNozOnTsH7C8oKKB/f3/ZlN1u5+DBgwwYcIgrkO1AJmLJ4gLRIaUTZHoa++/5tdHJLomeTOssiydotSU3mp0N0GuinrwDMOa3zR2tltnbX8faVh0Easrgxyf0dlyinmTWdQSMvUzvs1cEL0la3yQss4794befwQn/D0587NCvPfJC/0z7X1+BJS+GbhJSTSn88JheXnXFG3qfNR5Oerz5ZR0t1XUEDD1dbx/cDoufb5/XNTOVB7gt8Q2cKISIFqNGjWLw4MHMnTuXiorAVQ4XLVrE7NmzcbmClzRfsGBBwP0vv/wSwzA49dTQ1OSDBK2yuEA08WZbK/f7M4uHkGyLo7/aS3+LZ/Z7/xmB2cbGZHSHSz+HM1+EsVe0bLxK+UsECjfqy/itbf3/oNbTL/XoqyGzp972Bk/ec8y89ayJmdD5EBnkXuN1D1JbAxU18ck6qwvgqoUvbtMrjZUH1061mYr9elneJ46E+Q9Cbanen5gJp/8LOg1sv7GArm31ztr/9v4mXRVoVU7pHiBErFFK8eKLL2K327n22mspKSkBYO3atVx22WXcfvvt5OTkBD3u888/5/vvvwcgNzeXe++9l27dunHnnW08B6ABMR+0iijS3VQisOfXBk9Nirf4s6wAg09s/uv1Gq/rEptaB1sfb7skw9Xk1byaZfW7/m3v6kyge66m99Dbm74Ep6dOqTzf37e018TD+95At4aadqe/wf62+fDyLL34QFurKIQXjtVN/e3lel9cou7De+PK9isLMOs8yN9ay+2A9y+F6pL2e/2AiViSaRUiGixfvpycnBwWLlxIbm4uOTk5nHZaYNebqVOnsnDhQsrKyhgwYADdunXjoosu4qabbuKhhx6q93mfeeYZXnrpJXr16sXQoUPp2bMn33//PZ06dWqPb6te8lFbRI8edYJWb1P3eiTZrL56VkNZUOZlWttT3clY3gb+raEk179EbI+jA1s6KaXbLv3yT52J3b4ABh0fuHRrfaUBzWWxwrF36RXAProWDmzWTfZfnaNXn/KuENba3C69xGrZHn0/MUO3tTr6GkjLbvixbW3idXrRhS1f63+L//0Bzn3j8D8gNIG5T6vUtAoRHY466qh6Z//XNXr0aD755JMmP29WVhZvvPHG4Qyt1UmmVUSPnBH+OtO9DWdaOzoLGGPZAsDBrNGQ0rGtR1e/tpyMteY9//bI84KPm/vPeksEAoLWya03lu5j4Mpv/b1sy/N04Fqyu/Vew+z7v8EOfVmLrP5w4yo47s+hD1hBB6dnPAfp3fX9jZ/B/L80/JjWYs60tvckMCGEOEwStIroYUv0z+rPWxXwBl3XgH3+T5s7ujaja0Br6zhQX7IGvTSqO7gYvkUMA1Z5SgMsNjiynqxzj6N1H1bQgZPT7u8cYEsODKhbQ2IGXPyRnrEPuu3W939v3dcAXYLgfd64RDj39fpX7Aql5Cw4599gTdD3f3oSlr7c8GNagQroHiDlAUKIyCJBq4gu3hIBZw18eYdeCaout5ueuz8GoNawsbnzrPYbX13WOH9JQMFa+Oym5s+wP7hD16U6TPMI81bCgU16e9DxOkiqy2Lxr8xUU6qb3hes0/d7Ht027ZjiU+DCdyGtm76/6j+tm211VMOnNwKef8OTnoCcYa33/K2p5zg48wXA073gi9tg4+cte65di3SXiB8e07fcJfWfJ+UBQohDKCsrIycnh8ce011hxo0bx3XXXRfiUQWSmlYRXUZfBMte0/0of31Zfz3lH4GrD+1eSFKlrnX82j2WMg6xlGl7mfUg/PsUcFTC8tfBlqKXk22sFVPhJh2grP1A90LtMhTOekm3mfr2fv95I+opDfAadjYseUFv//yUf39rlgbUZUuCyTfCV3eA2wk//0O3nmoNPz3pD4KHng6jf9M6z9tWjjwdSv8Kc/+k/x++fymc/zYMbOIHqZpS+OpuWPlm8LHJN8KMPweseKYCygMk0yqE8EtPT29SbWwoSaZVRJeuI+H8//gvua94QzeTN1v5tm/zfdc0quytdEm+pXqMgQve9l8qXvwvWPpSw4/55Tn4v/G6btXwZJP3r4cXpsOz3iVtgeROOtN6KL3G66C5btat18SWfCdNd9QlkOJpZL38DSjLO/znPLgdfnpKb9tS9EpXkWDiH/TkLNAfst75DWyd1/BjQGdT/zmp/oAV9IeB10+F8gLfLuU2lcxIyyshRISJ+aBVKRWvlEpRSqUgy7hGh4Ez9SXoOE/f1cXP636dALUVsO5jAPKMLH52D6PGEeKgFaDfdF176evh+QCU7av/3OWv6yyl9xJ4Zi9dnwo66LF7mkdn9ILz3oS4hIZfe/INcO2P/pZh6d0Dl8VtC/HJMOl6ve2q1W2pDtdXd+nnApj2R91LNxIoBbP/qvvogv4e3rmw4QUnDmyFt872d0dI6QJnvACXfaWvLNiS9f5dP8Mrx0Op5zzz4gKSaRVCRJiYD1rRy7hWeG7zGzlXRIp+02G6pwGy26FLBgDWf6wvwwMfuqbgxkJ1qDOtXoNPgEk36G17uQ7C6lr3sadm02PWg3D9crj8K5h5v86YWhNg2h3wh8XQu4kZ0y5D4Iq5Oui5+vuGFw1oLWMv90+QWvIC7DmMRvtrPoDNX+ntToNgwu8Pf3ztSSmY83f/QhXOGr0Ebn012dXF8J/zdGkA6OWH/7BYd4joPVH3473qO/3vAFC8A149EYp3YTHVtCITsYQQEUaCVlnGNXoddYm/TODXV6CyCOb/1Xf4A5eexV4dDplWr2Nu9y9Hu/5j2PKN3q46CJ/fBh9c5i8HmPmAzpJabbpmd8rNcOsmuG2zXuc+Prl5r22x6qAntXPj57aGhDSYepvedtnh3Yv8GfHmKN4Fn93iv3/ioxAXgQGZUnpZXG+We88SWP1O4Dkup657Ldqq7/eaBOe8FjzRrssRcPnX0HWUvl+yC149kbSDa32nSMsrIUSkifmgVZZxjWLJWTD8HL1dngevnai/Ao5h57LD6AoQPplW0IHmiY/5779zITx9FDxzFCx90R+wTrkZptwU/PiUjpCU2R4jbR0Tfq8zhQDl+3RA1kCrsiAuJ3x4tX951gm/11n2SGWx6KDb21Hgmz8Hrpj19d3+euXMXnDeG4cO0JOz9AIO3rKPsj1kFq/xH5fyACFEhIn5oFVEufHX+LcLN+qvKZ1Rxz/i2x1WmVbQq0d5G/+77HBwm74kDJDcEU59xr8UaKTzNtrvOFDf3/WznmD26yu6fVVDDAPmPwi5v+j72cN1iUSk6zYaxl6mtysLdes2e6X+N1nyvN4fnwoXvAspjSynmJSpe+MODu5FLC2vhBCRRoJWEd1yhutLqGYnPkpcWicS4vSPf0WNMwQDa8TJT8GYy/Qs/oyeugvA0dfA9ct02UNj7bAiSWK6bvMUn6bvH9wGn90Mz4yFfSvqf4zLqXvaett0xSXpdl+NTTqLFDPu9df7rn4H/jEKvrjdc1DBWS9D9tCmPVdiuu5OcekXHMwaBcAK9wDcttTWHrUQQrQp6Xkiot/4a2C3Z3nSI07W/TuBrJR48kprKK6yH/qxoZKcBac8FepRtJ/Og+CqebDgEb2krOHWM+NfmaMb8HsXQQDdHuuT62Drt/q+sursc5cjQjP2tpCcBac+C/+9Qk/KqjTV+s56QE/aa64+k/lx6ls88d7X5Bkd+Zs1ij74CCFiggStIvoNOVVP+CnbC7Mf8mUpOySHcdAaizoP1pOKDu6Ar+7U3QCc1fDexTDkFL3gQfEuWPaqDuRAZ2fPfQ0GzAzlyNvGkJPhhhXww6O6zZnbCaMu8neYaAEDxS5DL91riaZsvRAiJkjQKqKfxQLH3Ru0u0OKrukrrnJgGAZK3sTDQ1ZfXS7wzZ/9/Vs3fKpvZuk9dD/ecF2mtTWkd4OTn4Spt+qAvfekwyoNcTd3iWAhhAgjErSKmNUhWc+edrkNymqcZCTJxJSwYbHC8Q/ppWkXPAKluf5jSVl6YYKjr4aEGKnLzOihb4fJbYpZJdMqhIg0ErSKmOUNWgGKK+0StIaj0b/Rt5JcyF2sa10Hz9E9XkWzmTOtErQKISKNdA8QMatDiilolbrW8JbZE4afDSPOlYD1MBgBQWsIByKEaDXffvstOTk5xMfH06dPHzZu3MgJJ5xA165dUUoxffp0AJYuXcqcOXPIysoiKyuLo446ipdffjno+aqqqrj55pvJzs4mOzubo446io8//pjp06djtVrJycnh1VdfbefvUpOgVcSsrGR/ZlWCVhELzOUBUsMtRHSYOXMm+fn5TJo0iYqKCm699Vb+9a9/kZeXxx133AHAggULmDp1Kn369GHPnj3s37+fm266iauvvpr77gvs+3322Wfz4osv8tZbb1FQUMAXX3zBs88+y7p16+jZsyf5+flcdtllofhWJWhVSsUrpVKUUilAOyy4LsJFQKa1shmrMAkRodySaRUiqhUVFXHvvffSt29fAH7/+99z/fXXc/XVV5OTk8PTTz9NcnIycXFxXHLJJZx11lk88sgj5OfnA/Dll1/y5Zdfcv311zNzpu7KkpOTw4svvsjBgwdD9n15SU0r3A1EyfJCojkCalol0ypigEzEEjHv36cGTuwMFxk94befHPbTJCQkMGHCBN/9Xr16UVhYyJYtW7j00kux2QLnbowbN47333+f+fPnc+GFF/LJJ3oMs2bNCjivb9++9O3bF6cztIvxSNAKDwOPeraPBuaHcCyiHZmD1oOVErSK6BdQ0xrz19lETCrNhYPbQz2KNtOlS5egfVu3bgXg/fff58svvww45nQ6SUlJ8WVad+zYAUDXrl2Dnqdr167k5oY24I/5oNUwDDtgB1BK1YR4OKIdefu0gu7VKkS0M6SmVcS6jJ6hHkH9WmlclgY+jV555ZU89dRTDT7e+8HWbg/PRE7MB60idmWlBLa8EiLaScsrEfNa4RJ8pBk0aBAAe/furff4d999x7Bhw+jcuTP9+vUDIC8vj5EjRwac583GhpJcIBIxK8lmJT5O/wpITauIBYE1raEbhxCi/YwaNYrBgwczd+5cKioqAo4tWrSI2bNn43K5ADj11FMB+OKLLwLO27lzp690IJQkaBUxSylFlqeuVYJWEQsMybQKEXOUUrz44ovY7XauvfZaSkpKAFi7di2XXXYZt99+Ozk5OQDMmTOHOXPm8MorrzBv3jwACgoKuP766+nR4/BX5TtcErSKmOZte3VQWl6JGGAuD5CYVYjosHz5cnJycli4cCG5ubnk5ORw2mmnBZwzdepUFi5cSFlZGQMGDKBbt25cdNFF3HTTTTz00EMB537wwQdceeWVXHjhhb7nuu222+jdu3eDNbPtQWpaRUzr4FlgoKTKjmEYMjlFRDVpeSVE9DnqqKOaVG86evRoX0urhiQnJ/PUU08FTdoqKCigY8eOLR1mq5BMq4hp3kyr021QXhva/nNCtDWZiCWEaMwZZ5wRNGkrPz+fHTt2+JaEDRUJWkVM62BayrVESgRElAtseRW6cQghwteGDRu46aabKC4uBnQngSuuuIKsrCxuueWWkI5NglYR07LMCwzIZCwR5dxuWcZVCNGwu+++m5KSEoYPH07nzp0ZOXIkmZmZLFq0qN5FB9qT1LSKmNZBerWKGOKWxQWEEI245JJLuOSSS0I9jHpJplXENPNSrtL2SkQ7qWkVQkQyCVpFTDNnWg9KplVEucA+rSEciBBCtIAErSKmBUzEqpKJWCK6ScsrIUQki/maVqVUPOCNXBJDORbR/jrIRCwRQ2RxASFEJJNMK9wNVHhu80M8FtHOsmQiloghkmkVQkQyCVrhYSDVc5sR4rGIdpYcbyXeqn8NZCKWiHYGMhFLCBG5Yj5oNQzDbhhGpWEYlUBNqMcj2pdSig4pujqkWBYXEFHOCMi0hm4cQgjREjEftArhrWuVTKuIdubFBaRPqxAi0kjQKmKeOWg1twQSItq4JdMqhIhgErSKmOedjOVwGVTUOkM8GiHajiwuIIRoqp07d6KU4v777w/1UHwkaBUxL1N6tYoYYUjQKoSIYBK0ipiXJatiiRhhLg+QmFUIEWkkaBUxz7zAwL6S6hCORIi2JYsLCBG98vPzueaaa+jRowc5OTkMHDiQCy+8kK+//ppNmzaRk5NDUlISSin27NnDaaedRnZ2Nr169eKuu+7i/7d378FxVucdx7/P3rW7ul8sG8tBGOxMuGRSMASHEBIK6XRMJ2VI3YF0QnPtpJPAYHfSwtQlTMC0oR1KJg2p3dRpaKckceOZZpKGxEkmNHYNZBJCalIMxhhsSciWLGkl7f30j3dXrOU1lmRrb/p9Zt55pfOe3X1W79HRs0fnPW82+8b0uPvuu49169YB8NBDD9Hb20tvby/3339/td4eoKRVhK7m8MzXdz7+S7704xfJ5PJVjEhkcejmAiKNaWhoiKuuuopnn32Wffv2MTg4yBNPPMELL7zAxo0bWbt2LYODg2zcuBGAu+66i4cffpihoSG2bt3Kgw8+yBe/+MWZ59uyZQtPP/00AJs3b2ZwcJDBwUHuueeeqry/IiWtsuS9Z003F69oASCVzfOF7/8fH9nx9EnLA4k0As1pFWlMd999N4cPH2b79u2cd955APT39/PII4+UrX/rrbfS398PwG233cbKlSvZtWtXpcJdsEC1AxCpttamILv+9F1se/Igf//DA6SyeZ48cIxdvzzCzb+1strhiZwzJ68eUMVARKrkY098jIHEQLXDOMXy+HK237h9QY/N5/Ps3LmTlStXcskll5x07J3vfCc7d+485THr168/6fu+vj6OHj26oNevJCWtIkDQ7+NT113I1Rd0cvOX9+AcPPi93/D+i3uJhfVrIo3h5AuxlLXK0jOQGODwxOFqh3FODQ8PMzY2xtq1a0855vP5uP76608p7+rqOun7UChEJlP7q+for7FIiXesaueDl6/kG8+8xusTKf7hJy/yZ+9/a7XDEjknNNIqS93y+PJqh1DW2cRVnPaTTs999Rufrz5nhyppFZll8/vX8t3nBkmksmx78mU2XrGKVZ3RaoclctacLsSSJW6h/4KvZT09PbS2tjIwcOq0h3w+z9GjR+np6SEUCpV5dH2pz1RbZBH1NEf4zPUXApDO5vnjHU8xNJ6sclQiZ093xBJpPD6fj1tuuYWhoSGeeeaZk47t3r2bNWvWkEzO/29YLBYDmFkK6/nnn2fTpk1nH/BZ0EirSBm3r+/n2784yvMD47w0PMkffGUvX/mjywn6fUync0SCfloiASIhP4Y3P7CYAgT8Rjjgr2b4p5XN5fH7TPMZq8A5x0Qqy9hUhulMrlD2xnEziIUDxMMBmsMBfIvw//uTXk9DFiIN44EHHuAHP/gBd9xxB9/85jdZsWIFBw4c4M4772TTpk20tLTM+zm7urro7u5m//79ADz++OP86Ec/Otehz4uSVpEyQgEfj330Sj70T0/x/MA4rxyf4ncefnLOj2+OBOhtibCsJUJPS5hlLRHO74yyujtOf1eMjlhoURLHZCbHa6PTvDoyxeGRKQ4OJ3hpeJLXRqcYmUwznswSDvg4r62JlR1R1q/u5Ma3LeOC7vg5j2UhcnnHsUSKgbEkiWSWTD5PatZ7Ojwyxauj0zjnaAr6iYcD9HVEuaA7Rn9XjP4u72e8qiNKKHBuM7N83jGZzjKR9LbxZIbx6QwnpjKMTWc4MZ1hbCrt7UvKi1tujsuo+X1GdzzMstYIy5q99rOsJUxPS4TelgjRkB9X+HklklkSqSwTyQzjyWJsmUKZ9/VEMsvYdIbhidTMa2ikVaRx9PT0sG/fPrZs2cK6devI5XK0t7fzyU9+kjvuuIPh4WEuvfRSxsbGAOjt7WXr1q28+93v5pprrmFkZIRcLkdvby/bt29nw4YNmBnbtm1j8+bN9PT0sHz5ch599NGqvk8rXbdvqTOzq4E9e/bs4eqrr652OFIDTkyl+fBXn+LZ18bO6fOGAz6Wt0boiodpaQp6o7ZBP0G/j3gkwOruOGuWxVnZHqWtKYjPZ2RzeUYm07w+keJYIsXwRGommXt11EvmhsZTZ37xMi7ojnHtRd1cc2EXl5zXSndzGP8ZRvoyuTzJTI5kxtunst7XqWyOVCZPKlssz88kUImUl0AlklnGS78vHJ9PYncmPoO+jiirOqK0RUO0NgWIBPyYlYyMG+CYibM05uJ+sjT5S2VphC6zJRLg5395A0G/hlul8Rw4cACAiy66qMqRLE1z+fnv3bu3uOzWeufc3rk+t0ZaRd5EWzTE1z92FV/72SEOHZ+iORIgFvYznc4zkcyQzOZxzjGTxzjvBgXDiRRDY0mGE6mySVgqm+fQ8SkOHZ86Ywx+nxEL+RecMPkMVrQ10RkP0x4NMpnKcmR0moHx5MzzHRye5ODwJDv2HAIg6De64mEMb5mkvHMz+1QmRzKbP2fJ5Xz1tkTo62jypmpkcoxNZXh1dIpM7uR48g5eOT7FK3P4GS+WlkigkDAHaYsGaW3ytlg4wOyPBLm8YzKdI5HKMjqZZmg8ydB4kvFktuxzz1U05Kc5EqC1KUhHLERnPMzGK/qUsIpI3VHSKnIGLZEgn75+YZ/Yc3nH8ckUAyeSvHxskpeGExw6PsXg2DQDY0lGJ9NMpnNnfI4zJS6hgI++9iZWdURnRhdXtkdZ3R1jVWe07Bzbkck0u58f4on9Q+x58dhJcWRyjoGxxb/4LBTw0RIpzOOMeAndspYIK9oitESCBP1GMOBjRWsTfR1RVrY3EQme+l6yuTxHTkxz8NgkLw9P8vKxSQ4d9xLxo2PTC0r2g34jEvATCXnzl5sjQVqagjRHArREArRECl8XEtG2aIi2ma+DNEeCZxytnovpdG4mgR2a8D4MpbI5b7TYKPzsAjSHvXjiJbHFwwECSk5FpEEoaRVZRH6f0dMcoac5wtv72srWyeTyTCSzZHJ50tk8xxIpDrye4MXXE7w+nuT4ZJrx6Qxt0RBd8TBdzSG642G6m8OsaPMS1e54eN4X7nTEQnzwij4+eEUfmVyeXxw+wb6Dx3llZIojo9McS6Qw8+Y+mhl+n/d1OOAjEvQTDviJBH0z+0iwsA/4CZeUhwI+YqFTk6l4JHDOLlgL+H28pTPGWzpjvHfW+trFeZ9j0xlS2cIFUHgXJTkchs28j+J7CwV85yThPBeaQn7O74pxfles2qGIiFSVklaRKgv6fXTE3lg/r68jyjtWtVc8hiv7O7iyv6Oir1sJfp/RGg3SGg1WOxQRETkLSz5pNbMQUPxrFqlmLCIiIiJSniY7wd1AorBVdwEyERERESlLSSs8AMQL2/uqHIuIiIhI3VrMpVSX/PQA51waSAOYme7VKSIiUsfMjGw2Sz6fx+fT2Fwl5fN58vk8gcDipJc6myIiItIw4vE4zjmOHDlCOp1e1JE/8TjnSKfTHDlyBOcc8fji3GVxyY+0ioiISOPo7OxkamqKRCJBIpHAzPD5fIty62zxEtZ8Pj/z4SAcDtPZ2bkor6WkVURERBpGMBikv7+f0dFRJiYmZqYKyOIwM4LBIIFAgObmZtrb2xftA4KSVhEREWkoZkZHRwcdHY239vRSpjmtIiIiIlLzlLSKiIiISM1T0ioiIiIiNU9Jq4iIiIjUPCWtIiIiIlLzlLSKiIiISM3TklcniwI899xz1Y5DREREpCGV5FnR+TzOdHuzN5jZx4F/rHYcIiIiIkvAJ5xz2+ZaWUlrCTNbDmwADgJTi/xyl+AlyJ8Afr3IryW1T+1BitQWpEhtQUo1UnuIAhcA33HODcz1QZoeUKLwg5tzxn82Sm5x9mvn3N5KvKbULrUHKVJbkCK1BSnVgO1h93wfoAuxRERERKTmKWkVERERkZqnpFVEREREap6S1up5DfhcYS+i9iBFagtSpLYgpZZ8e9DqASIiIiJS8zTSKiIiIiI1T0mriIiIiNQ8Ja0iIiIiUvOUtIqIiIhIzVPSKiIiIiI1T0lrFZjZdWb2pJm9bmYDZrbdzDqrHZcsHjM7ZGaDp9mWz6obNbOHzOxwoY383MxuqVbscnbM7ENmdsLMdrxJnXmdc/Uh9elMbcHMbjezxGn6ib89zWPUFuqImbWY2afN7H/M7LiZjZnZ/5rZX5hZqEx99Q0llLRWmJndAPwQ+A7QC1wGXAz81Mzi1YxNFpdzrvc020Cxjpn58drGTcC1zrke4GHgG2b2kepELgthZl1m9i3gfqD1TerN65yrD6k/c20LBQ+dpp/YVOZ51Rbqz78DfwP8NdANdAIPAZ8HdpVWVN9QhnNOW4U2IAC8BOybVX4Z4IDPVTtGbYt27g/Nsd5HCm3hd2eV/wdwAmiv9nvRNudz/l28P0xrC+d0x9mec/Uh9bnNoy3cDtw7x+dUW6jDDfgvYGuZ8scK5+3GkjL1DbM2jbRW1vXABcC3Swudc78CXgQ+amZWjcCkZnwcmAS+P6t8J94IjaYJ1I9POOc+C6TOUG8+51x9SH2aa1uYD7WF+vRvwNfLlO8r7NeVlKlvmEVJa2VdW9j/qsyxZ4HzgNWVC0dqiZlFgCuB/c653KzDzxb276lsVLJQzrkz3mpxAedcfUgdmktbWAC1hTrknPsX59z+MoeK81lHQH3D6Shpraw1hf1AmWNHC/uLKhSLVJiZ3W9mvzazITN7wcy+bGZ9JVVW4/1Oqn0sHfM95+pDGt8VZva9wsWbQ2b2EzO7rUw9tYXGsg7IAv9Z+F59QxlKWiurOAF/qsyxYllbZUKRCnOF/bV4n3g/DLwX+IWZvbVwTO1j6ZnvOVcbaXyrgQeAfgoX0QCPmdmXZtVTW2gQhcGL3wMeKRmVV99QhpLW6nBnriINZp1z7h7n3IhzLuuc2wvchnfl6COz6qp9LD3zPedqI43pG8DlzrknneeYc24L3ujbp8xsfZnHqC3UscI800eB/cA9ZaqobyihpLWyxgr7WJlj0Vl1pIE4546VKfs58CrwPjOLofaxFM33nKuNNDDn3JRzrtxI2a7C/qaSMrWFxvAFvBH1Dc65ZEm5+oYylLRW1guF/fIyx1YU9gcqFIvUhqOAH2/E9SUgj9rHUjLfc64+ZGkqzklcVlKmtlDnzOzPgVuBG5xzg7MOq28oQ0lrZf20sL+szLHLgCN4S1NIAyncoeSG0xzuxeuYRgqfsp8C3lZYVLpUsc38ZHGilGpYwDlXH9LAzOxeMwuWOdRb2Jf+x0ZtoY6Z2aeBu4Dfds4dKJR1mtn5oL7hdJS0VtZu4GXg90sLzewyvKv6vuoKqwFLQ7kO+MzsQjO7FFgF/LdzLlEo3o73750bZ1W/Be9fO99avDClSuZzztWHNLa/onzSsaGw/15JmdpCnSrczepevBsJlC5/dVOhvEh9wyxKWivIOZcF/gS43Mw+a2Y+M+vijUnYX6hqgLKYNpjZnWYWhpmO5F/xFo6+s6TeDuDHwMPFT9xm9iHgA8BdzrnRyoUsFbKDOZ5z9SFLwlfM7G0AZhYr/Av5ZuAx59yPi5XUFuqTmf0hsA34GfCBwuj6vWZ2L97vfKkdqG84iTVA4l13zOw6vPsMrwFyeLf4+2y5i3Wk/plZN95KATfj3bEkhrcEyW7g8865F2bVjwL3ARuBMPAa8IBzTqOsdcTMbgX+Dm/OcheQxBsdOe6cu3hW3Xmdc/Uh9WWubcHM3ofXV7wLaAeagN8A/ww8Wm6kTG2hvpjZL4G3v0mVrznnbi+pr76hhJJWEREREal5mh4gIiIiIjVPSauIiIiI1DwlrSIiIiJS85S0ioiIiEjNU9IqIiIiIjVPSauIiIiI1DwlrSIiIiJS85S0ioiIiEjNU9IqIiIiIjVPSauIiIiI1DwlrSIiIiJS85S0ioiIiEjNU9IqIiIiIjVPSauIiIiI1DwlrSIiIiJS85S0ioiIiEjN+3+/3Kld1j15pgAAAABJRU5ErkJggg==", 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", 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", 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for loss in losses:\n", - " loss.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 250/250 [20:55<00:00, 5.02s/it]\n" - ] - } - ], - "source": [ - "imgs, loss = fit_N_lines(loss, spherical, lines, frequencies, obss, N_epochs=250, lr=1.0e-1, w_rep=1.0e+0, w_reg=1.0e-1, w_cnt=1.0e+0) " - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "loss.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 250/250 [20:50<00:00, 5.00s/it]\n" - ] - } - ], - "source": [ - "imgs, loss = fit_N_lines(loss, spherical, lines, frequencies, obss, N_epochs=250, lr=1.0e-1, w_rep=1.0e+2, w_reg=1.0e+0, w_cnt=1.0e+1)" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "loss.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 250/250 [21:28<00:00, 5.15s/it]\n" - ] - } - ], - "source": [ - "imgs, loss = fit_N_lines(loss, spherical, lines, frequencies, obss, N_epochs=250, lr=1.0e-1, w_rep=1.0e+3, w_reg=1.0e+0, w_cnt=5.0e+1)" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "loss.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 250/250 [20:52<00:00, 5.01s/it]\n" - ] - } - ], - "source": [ - "imgs, loss = fit_N_lines(loss, spherical, lines, frequencies, obss, N_epochs=250, lr=1.0e-1, w_rep=1.0e+5, w_reg=1.0e+0, w_cnt=5.0e+1)" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "loss.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [], - "source": [ - "Is = forward_N_lines(spherical, lines, frequencies)" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 0, 'frequency [km/s]')" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.title(\"Synthetic observation\")\n", - "for obs in obss[:]:\n", - " plt.plot(velocities/1.0e+3, obs.data, linestyle=':')\n", - "for I in Is[:]:\n", - " plt.plot(velocities/1.0e+3, I.data)\n", - "plt.ylabel(r\"intensity [.]\")\n", - "plt.xlabel(r\"frequency [km/s]\")\n", - "# plt.yscale('log')\n", - "# plt.ylim([1.0e-10, 10.0])" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Variable key: Free/Fixed: Field: Min: Mean: Max:\n", - " log_CO Fixed True +2.836e+00 +4.902e+00 +1.502e+01\n", - " log_temperature Fixed True +7.138e+00 +7.438e+00 +8.517e+00\n", - " log_v_turbulence Fixed True +5.521e+00 +5.521e+00 +5.521e+00\n", - " log_velocity Fixed True +9.210e+00 +1.214e+01 +1.220e+01\n", - " log_v_in Free False +6.480e+00 +6.480e+00 +6.480e+00\n", - " log_v_inf Free False +9.884e+00 +9.884e+00 +9.884e+00\n", - " log_beta Free False -4.075e-01 -4.075e-01 -4.075e-01\n", - " log_T_in Free False +8.251e+00 +8.251e+00 +8.251e+00\n", - " log_epsilon Free False -1.394e+00 -1.394e+00 -1.394e+00\n", - "sizes: [1.49597871e+15]\n", - "shape: (128,)\n" - ] - } - ], - "source": [ - "spherical.model_1D.info()" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "log_v_in 6.479838393607285\n", - "log_v_inf 9.883959870347796\n", - "log_beta -0.40753266775124447\n", - "log_T_in 8.25063366401498\n", - "log_epsilon -1.3939952410925334\n" - ] - }, - { - "data": { - "image/png": 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", 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", 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", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.plot(torch.exp(spherical_model.model_1D['log_CO']).data, c='k', linestyle=':', label='model')\n", - "plt.plot(torch.exp(spherical.model_1D['log_CO']).data, label='reconstruction')\n", - "plt.yscale('log')\n", - "plt.ylabel('Temperature')\n", - "plt.xlabel('Radius [m]')\n", - "plt.legend()" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "ename": "NameError", - "evalue": "name 'temperature' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m/STER/frederikd/pomme/docs/src/examples/test_1D/test_1D_CO_and_T_and_vel_2_lines.ipynb Cell 14\u001b[0m line \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m plt\u001b[39m.\u001b[39mfigure(dpi\u001b[39m=\u001b[39m\u001b[39m150\u001b[39m)\n\u001b[1;32m 2\u001b[0m plt\u001b[39m.\u001b[39mplot(torch\u001b[39m.\u001b[39mexp(spherical_model\u001b[39m.\u001b[39mmodel_1D[\u001b[39m'\u001b[39m\u001b[39mlog_temperature\u001b[39m\u001b[39m'\u001b[39m])\u001b[39m.\u001b[39mdata, c\u001b[39m=\u001b[39m\u001b[39m'\u001b[39m\u001b[39mk\u001b[39m\u001b[39m'\u001b[39m, linestyle\u001b[39m=\u001b[39m\u001b[39m'\u001b[39m\u001b[39m:\u001b[39m\u001b[39m'\u001b[39m, label\u001b[39m=\u001b[39m\u001b[39m'\u001b[39m\u001b[39mmodel\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[0;32m----> 3\u001b[0m plt\u001b[39m.\u001b[39mplot(temperature\u001b[39m.\u001b[39mdata, label\u001b[39m=\u001b[39m\u001b[39m'\u001b[39m\u001b[39mreconstruction\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[1;32m 4\u001b[0m plt\u001b[39m.\u001b[39myscale(\u001b[39m'\u001b[39m\u001b[39mlog\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[1;32m 5\u001b[0m plt\u001b[39m.\u001b[39mylabel(\u001b[39m'\u001b[39m\u001b[39mTemperature\u001b[39m\u001b[39m'\u001b[39m)\n", - "\u001b[0;31mNameError\u001b[0m: name 'temperature' is not defined" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.plot(torch.exp(spherical_model.model_1D['log_temperature']).data, c='k', linestyle=':', label='model')\n", - "plt.plot(temperature.data, label='reconstruction')\n", - "plt.yscale('log')\n", - "plt.ylabel('Temperature')\n", - "plt.xlabel('Radius [m]')\n", - "plt.legend()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.plot(v_fac * torch.exp(spherical_model.model_1D['log_velocity']).data, c='k', linestyle=':', label='model')\n", - "plt.plot(velocity.data, label='reconstruction')\n", - "plt.yscale('log')\n", - "plt.ylabel('Velocity')\n", - "plt.xlabel('Radius [m]')\n", - "plt.legend()" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "metadata": {}, - "outputs": [], - "source": [ - "spherical.model_1D.save('models/test_model_all_CO_25_beta_0.9_epsilon_0.85_10_lines.h5')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "magritte", - "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": "3.9.13" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/docs/src/examples/test_1D/test_1D_CO_and_velo.ipynb b/docs/src/examples/test_1D/test_1D_CO_and_velo.ipynb deleted file mode 100644 index 15bfbed..0000000 --- a/docs/src/examples/test_1D/test_1D_CO_and_velo.ipynb +++ /dev/null @@ -1,322 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "You have selected line:\n", - " CO(J=3-2)\n", - "Please check the properties that were inferred:\n", - " Frequency 3.457959899e+11 Hz\n", - " Einstein A coeff 2.497000000e-06 1/s\n", - " Molar mass 28.0101 g/mol\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/frederikd/.local/lib/python3.9/site-packages/astroquery/lamda/core.py:145: UserWarning: The first time a LAMDA function is called, it must assemble a list of valid molecules and URLs. This list will be cached so future operations will be faster.\n", - " warnings.warn(\"The first time a LAMDA function is called, it must \"\n" - ] - } - ], - "source": [ - "import matplotlib.pyplot as plt\n", - "plt.rcParams[\"font.family\"] = \"serif\"\n", - "import numpy as np\n", - "import torch\n", - "\n", - "from pomme.loss import Loss\n", - "\n", - "from test_1D import get_model, get_obs, forward, frequencies, velocities\n", - "from test_1D_CO_and_velo import get_initial_model, reconstruct" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "test_model_name = 'models/test_model_1D.h5'\n", - "spherical_model = get_model()\n", - "spherical_model.model_1D.save(test_model_name)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "obs = get_obs()" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "nCO_init = 30\n", - "vel_init = 2.0e+4\n", - "spherical = get_initial_model(\n", - " from_model = test_model_name,\n", - " nCO = nCO_init,\n", - " vel = vel_init\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 0, 'frequency [km/s]')" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.title(\"Synthetic observation\")\n", - "plt.plot(velocities/1.0e+3, obs.data)\n", - "plt.plot(velocities/1.0e+3, forward(spherical).data)\n", - "plt.ylabel(r\"intensity [.]\")\n", - "plt.xlabel(r\"frequency [km/s]\")" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 0%| | 0/3 [00:00" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "loss.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "I = forward(spherical)\n", - "\n", - "plt.figure(dpi=150)\n", - "plt.title(\"Model & Reconstruction\")\n", - "plt.plot(velocities/1.0e+3, obs.data/obs.data.max(), c='k', linestyle=':', label='Model')\n", - "plt.plot(velocities/1.0e+3, img.data/obs.data.max(), label='Reconstruction')\n", - "plt.ylabel(r\"intensity [.]\")\n", - "plt.xlabel(r\"frequency [km/s]\")\n", - "plt.legend()" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.plot(torch.exp(spherical_model.model_1D['log_CO']).data, c='k', linestyle=':', label='model')\n", - "plt.axhline(100)\n", - "plt.plot(torch.exp(spherical.model_1D['log_CO']).data, label='reconstruction')\n", - "plt.yscale('log')\n", - "plt.ylabel('CO abundance [m$^{-3}$]')\n", - "plt.xlabel('Radius [m]')\n", - "plt.legend()" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.plot(torch.exp(spherical_model.model_1D['log_velocity']).data, c='k', linestyle=':', label='model')\n", - "plt.plot(torch.exp(spherical.model_1D['log_velocity']).data, label='reconstruction')\n", - "plt.yscale('log')\n", - "plt.ylabel('CO abundance [m$^{-3}$]')\n", - "plt.xlabel('Radius [m]')\n", - "plt.legend()" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "spherical.model_1D.save('models/test_model_1D_rec_CO_10_vel_25.h5')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "magritte", - "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": "3.9.13" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/docs/src/examples/test_1D/test_1D_CO_and_velo.py b/docs/src/examples/test_1D/test_1D_CO_and_velo.py deleted file mode 100644 index fb8f7ec..0000000 --- a/docs/src/examples/test_1D/test_1D_CO_and_velo.py +++ /dev/null @@ -1,95 +0,0 @@ -import matplotlib.pyplot as plt -import numpy as np -import torch - -from torch.optim import Adam -from tqdm import tqdm -from astropy import units, constants - -from pomme.model import TensorModel, SphericallySymmetric -from pomme.lines import Line -from pomme.loss import Loss, diff_loss - -from test_1D import forward, get_model, line, frequencies, velocities, r_in - - -def get_initial_model(from_model, nCO, vel): - - # Define and initialise the model variables - model_1D = TensorModel.load(from_model) - model_1D['log_CO' ] = np.log(nCO) * np.ones(model_1D.shape) - model_1D['log_velocity'] = np.log(vel) * np.ones(model_1D.shape) - - # Explicitly set all model variables fixed except log_CO - model_1D.fix_all() - model_1D.free('log_CO') - model_1D.free('log_velocity') - - # Create a spherically symmetric model form the 1D TensorModel - spherical = SphericallySymmetric(model_1D) - - return spherical - - -def steady_state_cont_loss(spherical, r): - """ - Loss assuming steady state hydrodynamics, i.e. vanishing time derivatives. - """ - log_rho = spherical.model_1D['log_CO'] - log_v_r = spherical.model_1D['log_velocity'] - - rho = torch.exp(log_rho) - v_r = torch.exp(log_v_r) - - # Continuity equation (steady state): div(ρ v) = 0 - loss_cont = spherical.model_1D.diff_x(r**2 * rho * v_r) - - # Compute the mean squared losses - loss = torch.mean((loss_cont/((r**2)*rho))**2) - - # Return losses - return loss - - -def fit(loss, spherical, obs, N_epochs=10, lr=1.0e-1, w_rep=1.0, w_reg=1.0, w_cnt=1.0): - - r = spherical.model_1D.get_coords(origin=np.array([0])) - r[r" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.title(\"Synthetic observation\")\n", - "plt.plot(velocities/1.0e+3, obs.data)\n", - "plt.plot(velocities/1.0e+3, forward(spherical).data)\n", - "plt.ylabel(r\"intensity [.]\")\n", - "plt.xlabel(r\"frequency [km/s]\")" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - " 0%| | 0/3 [00:00" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "loss.plot()" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "I = forward(spherical)\n", - "\n", - "plt.figure(dpi=150)\n", - "plt.title(\"Model & Reconstruction\")\n", - "plt.plot(velocities/1.0e+3, obs.data/obs.data.max(), c='k', linestyle=':', label='Model')\n", - "plt.plot(velocities/1.0e+3, img.data/obs.data.max(), label='Reconstruction')\n", - "plt.ylabel(r\"intensity [.]\")\n", - "plt.xlabel(r\"frequency [km/s]\")\n", - "plt.legend()" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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cnMyUKVN4/PHHWzxH1Lm7lsNYCD5m9yZwW6N9FwOrO+G9V0ycONFjyZf/ucSHf/tpH/7tp/3389dFOxwREemBamtrfeXKlb5y5Uqvra09qDwQCHhhWVWXWwKBwBFfm1tvvdUBv+CCC/ySSy7xlStX+oEDB/zrX/+6Bz/uud98880O+HXXXefbt2/3AwcO+P333+/Jycl++umne1VVVZP3fPrppz0lJcVPO+00X7ZsmVdUVPjq1av9sssuc8C/+tWvNrn2V155pQN+2223+d69e72kpMTvv/9+T0lJ8ZNOOskPHDjQ5P03bdrkgE+ePNlnzpzpb731lpeUlPjTTz/tvXr18kGDBnlZWVmTY2655RZPSEjwe+65xwsKCry4uNifeuop79evnw8fPrxJ3fnz5zvg11577RFdN3f3M8880wHftGnTQe8BHHRud/d33nnHc3JyfOLEif7mm296RUWF5+Xl+Y033uiAX3zxxU3qH+ocbZ3rj3/8o5uZX3LJJb5+/XqvqKjw+fPn+4gRI7x///6+YsWKg44ZPny4A/6pT33KH374YS8sLPRly5b5pEmTPC4uzt97771W42isrd/LxiZOnOjACj/Mz8jq43L4rgWGAj9stO8poCg64YRXWqNJKNXiIiIisai4ooajb38h2mF02NJbzyUrNbFT3mvVqlWsW7eOhITgR7yvfe1rbN++nRdffJE777yTo446ir/+9a/1jxvNnj2b1atX87Of/Yxf/epXfPvb3wYgPz+fz3zmMyQlJfHf//6X3r17AzBu3Dj+8Y9/8O677zY571/+8hcefPBBrrzySm699db6/bNnz2bPnj18+9vf5tvf/jZ33333QTF/+OGHLF68mBNOCD6K/rGPfYyrrrqKP/7xj7z44otcdNFF9XX//Oc/M3XqVK6//vr6fRdeeCE/+tGP+PGPf9zp1+1wVVdXc9lll1FUVMSiRYs46qijABg+fDi/+93vWLp06WG/d3MrVqzgpptuYvjw4Tz88MMkJSUBwVaahx9+mBNPPJHLL7+cpUuXNml9q3PiiSdy2WWXATBlyhR+8IMfMGvWLP7+978zbdq0TouzM3TrR8XMLMXMfmxmVWY2r531bzWzNWZWYWY7zOw+MxvcQvVZwGvuXv8p3t0D7r6g836C2NF4HpfSSiUuIiIisWjWrFn1H74BhgwZwr/+9S9+97vfAcHHhJr3kbjqqqsA+Otf/1q/74EHHqCoqIiPfvSj9UlLncTERL7//e9z8skn1++rS0iuvvrqg2K65ppr6t+/rKzsoPLBgwfXJy11JkyYAMDatWub7Dcz1qxZw5IlSw76GeoetTocrV23w/XUU0+xadMmpk+fXp+0NPatb32Lj3zkI4f9/o396U9/oqamhlmzZtUnLXWmT5/OuHHjWL58OfPnz2/x+EsuuaTJdmvXPhZ028TFzGYCy4AbgDa/xjCzFOBl4BvALUAO8HHgZOB9MxvT7JCjgXwz+4mZvR7q43KXmfXqzJ8jVqxfs7L+9etvvR3FSERERKQ1w4YNa3H/okWLADj66KNbPWb9+vUUFBQ0qV/3Iba52bNnM2vWLAAOHDhQ3x9l4sSJB9UdMGAA2dnZVFZW8sEHHxxUPnjwwd8PZ2RkAFBaWtpk/ze/+U1KS0uZPn06H/nIR/jLX/7Crl27SE1NZfjw4S3G2h6tXbfD1db1+/jHP85XvvKVTj1XS9e+cQx19Zprfv1bu/axoFs+KmZmVwB/BL4LlAH3teOwHwCnADe6+39C+5aY2WXAUmAecFqj+r2BLwFfd/fTzSwLeBp41szOCD2H2G2UlxQB6QAUlBz8bYmIiEi0ZaYksPTWc6MdRodlpnTex7G0tLQW99clJOedd94hj9+9ezc5OTn19es+xB5KUVHDU/Kt1c/IyKCwsLD+fRtLTU09aF/dI03NP07dfPPNHHPMMdx999288MILvPTSS3z5y1/mox/9KL/61a8YM6b598zt09p1O1wduX5Hqm7el0Nd+8YxNdf8+rd27WNBt0xcgE3ARHffYWaz26psZqnATUAV8EDjMndfbmaLgFPN7DR3fyNUVAvsdfe7Q/WKzOxHwP8IttK82Wk/TQxIT06A0ByUVYHoxiIiItISM+u0viLdTU5ODnv37uW1117j9NNPb1d9CLamtCUrK6v+9YEDBw56tKzx+9S975E4//zzOf/88ykoKOCJJ57gD3/4A0899RSLFi1izZo1nXKO5lrqGwK0+OgbdOz6Hans7OxDnqszr320dctHxdx9kbvvaLtmvbOADGCpu7d01+vG17u40b4twLZm9fJC61EdOHeXcPSkhqbO4aPHRjESERER6aiTTjoJoMlwvo2tW7eOF1988aD6q1atarH+c889x9///ncg+I3+5MmTAVi5cuVBdXfu3ElhYSEpKSkcc8wxh/sjAPDEE080+SB+3XXXsXjxYs4++2z27t3bpJ9La8nG4ahrlWj++FTdkMbNtXX9Fi5cyB/+8Icm+w433rpztXTtG+9v3Cepq+qWicthqHvgc1Mr5XX7pzbaNx8Y1KzegNA6rz0nNbMVLS3A6PYcH0ljRgytf52Ykh7FSERERKSj/u///g+A++47+On52tpaLr/8cn7/+9/X77v22mvJysri2WefZf/+/U3ql5WV8dnPfrbJyFg33XQTQH0y01jdvuuvv/6IH8m69NJLee2115rsMzMmTZoENH3kq67lp7y8vH7f17/+9fpr0RHjxgUn4m6eiPz73/9usf7HP/5xRo4cyeLFiw/q5B4IBLjxxht55ZVXmuxvHu/69euZPHkyq1evPmRsX/rSl0hISODhhx+mqqqqSVnd+adOncqMGTMO/UN2AUpcggaG1vtbKS9oVg/gl0AfM5sFYGYJwBzgrdDSraQ2GlWsTMMhi4iIdCnnnHMO3/ve91iwYAHXXXcdq1atory8nBUrVjBr1iy2b9/OXXfdVV8/NzeXf/7zn1RVVXHJJZfw4YcfUllZyfLly7n00kvJyMjg5ptvrq//+c9/niuvvJIHH3yQ2267jX379lFaWsq8efO49dZbOemkk7jzzjs75WeZM2cOL7/8MiUlJRQXF/P444/zwAMPcNxxx9VPOgnBSS5zc3N599132bNnD+vXr+ef//wn/fv37/A5r7rqKuLi4rjjjjv48MMPKS4u5uGHH+b9999vsX5iYiKPPPIIWVlZfOITn2DRokVUVlayYcMGrrnmGrZt23bQ9ahrOXn++ecpKyvj3nvvZfv27QwZMuSQsU2aNInf/e53bN68mVmzZrFhwwaqqqp49dVXufzyy+nfvz8PPfRQp7ZARc3hTgDTVRZgNuDAvEPUuTdU5zetlH8iVL6+2f7TCD5G9jbBZOXPQG4nxBxzE1C+tnZP/QSUp//slWiHIyIiPVBHJrrrKeomcWy+tDbp4pNPPulnn322Z2VleUpKio8ZM8a/8pWveF5eXov1ly9f7ldccYX379/fk5OTfdSoUX7jjTf6zp07D6obCAT8vvvu85NPPtnT09M9JSXFp0yZ4j/96U+9vLy8Sd26yRYbL7feequ7N0yM2HiZP3++u7s/99xzPnv2bB8/frz36tXLMzMzfcqUKf6jH/3Ii4qKDorphRde8GnTpnlaWpr379/fr7/+ei8rK+vwdXN3f+yxx3zKlCmelJTkAwYM8K997WteVlbW5PjPfOYzTY7Jy8vzz3/+8z5kyBBPSkryYcOG+TXXXOPr168/6P1LS0v9+uuv9wEDBnhqaqofc8wx/vzzz7d6vZrH+uqrr/qFF17ovXv39sTERB8+fLh/+ctf9u3btzepVzfpZuPlzDPPdHf3a6+9ttX70ppITkBpHoMjBnSmUOf8+4EH3H12K3V+B9wI/Mndb2ih/ArgQWC5u09tXt5JcWYD2aHNF8aPHz+2tecio2HJ5v188o/BhqQ+Gcm8+71zohyRiIj0NIFAgDVr1gDBR3eaz0ciIpHXkd/LSZMmsXLlypXuPulwzqXf+KBdofXBw2AE1Q3DsDOMMcwh2JdmEzA2Pz8/jKfquOqyhjELCg/E3rjeIiIiItK9KXEJ+iC0HtlKed3+ZWGMYW7oPCOBdbm5uWE8VcdVlTckLtUeRyCgMZFFREREJHKUuATNB0qBqWbW0pBZp4TWT4YrAHcvdPc8d88DqmOt+bt3ZsOkRmZxFB3QJJQiIiIiEjmx9ek4Sty9DLgbSAauaVxmZpMITij5lru/Hq4YzCzbzEaY2QggMdZaNPr1zmqyXVZVE6VIRERERKQnUuLS4A5gEfAzM7vUzFLN7FjgESCf4Ohk4TSHGO7jkpud2WQ7EJcUpUhEREREpCfqtomLmbmZOcERxQCurdsXGmmsiVCry0zg18BdQCHwDLAYmObua5sf08nmEsN9XOLjjOSEhn8u5dWay0VEREREIich2gGEi7t3eJYdd68Abg0tEeXuhQSTJcws5vq4AKQlxVNZE3yETZNQiohIpDWeQK+7T+cg0lU0/l0M9ySXsffpWGJWWlJDnqs+LiIiEmlmRnx8PACVlZVRjkZEoOF3MT4+XolLTxHrnfMB4mloZdmxe18UIxERkZ4qLS0NgJKSkihHIiLQ8LuYnt7SwLydq9s+KtYFzaHRI2qx1jkfYMfmTZA1GID3lq3gU6eMj3JEIiLS02RmZlJSUsL+/ftJSEggMzOzvhVGRCKntraW4uJi9u/fD0CvXr3Cfk4lLrFjLjAv9PqF3NzcsdELpWUJ1FL3gFhJuZroRUQk8nr16kVWVhZFRUXs2bOHPXv2RDskkR4vOztbiUtP0hU65ycnGBWh1x6v4ZBFRCTyzIwBAwaQmppKQUGB+rqIRFFycjI5OTlkZWWFvX8LKHGRDjjt5Ok8s2wnABOmHBPdYEREpMeKi4sjJyeHnJwc3F0jjIlEgZlFJFlpTIlLjDCzbCA7tBmTnfPTkxqeIS7XcMgiIhIDovHhSUSiI/aeR+q55gCbQsvYWOyc33Q4ZCUuIiIiIhI5Slxix1xgZGhZl5ubG91oWpDauMWlWvO4iIiIiEjk6FGxGNEVOuenJTYkLgcqlLiIiIiISOTE3qdjiVkfLFlc//q1hYuiGImIiIiI9DRKXKTdEq1h1JZqV0dIEREREYkcPSoWI7rCqGIZqQ1zt1Qr5xURERGRCNKnz9gxhxgfVezk46fVvx4+amwUIxERERGRnkaJS+yYS4yPKtY/N6f+dVVAj4qJiIiISOToUbEY0RVGFWs8HHJZlUYVExEREZHIib1PxxKz0pokLpqAUkREREQiR4mLtFtakwkoa3H3Q9QWEREREek8Slyk3Woqyupfu0PRgfIoRiMiIiIiPYkSF2m3xi0uAPsKi6MUiYiIiIj0NEpcYoSZZZvZCDMbQYzO45KbndlkO7/oQJQiEREREZGeRolL7JhDjM/jkpSYQAINCVVianoUoxERERGRnkSJS+yYS4zP4wKQmZ5S/9oSUw5RU0RERESk82gelxjRFeZxAUhNbDSymIZEFhEREZEIic1PxxKzNJeLiIiIiESDEhfpkCaJS7USFxERERGJDCUu0iEVBxqGQF6zflMUIxERERGRnkSJi3TI9i0b61+vWrshipGIiIiISE+ixEU6JMkaXh+orIleICIiIiLSo2hUsRhhZtlAdmgzJiegBOjTO5P91cHXvbJ7RzcYEREREekx1OISO+YQ4xNQApxywnH1r4eNHhvFSERERESkJ1HiEjvm0gUmoExN0jwuIiIiIhJ5elQsRnSVCSjTEjWPi4iIiIhEXmx+OpaYlZbckOsqcRERERGRSFHiIh2SaA2DBuwrLD5ETRERERGRzqPERTpk2Xvv1r9esWZ9FCMRERERkZ5EiYt0SGZacv3rWos/RE0RERERkc6jxEU6pHHiQnxS9AIRERERkR5FiYt0yKknnVD/une/AVGMRERERER6EiUu0iEZKQ2tLBpVTEREREQiRYmLdEh6UtPhkAMBj2I0IiIiItJTKHGRDklNatohv6JGrS4iIiIiEn5KXKRD0polLnpcTEREREQiQYlLjDCzbDMbYWYjgMRAINDWIVGR1OxfzMYt26ITiIiIiIj0KEpcYsccYFNoGZufnx/daFqRmJiAV1fWb+cXHohiNCIiIiLSUyhxiR1zgZGhZV1ubm50ozkEr2lIXAoPlEUxEhERERHpKRLariKR4O6FQCGAmVXHxcVuTtk3J5P8iuDrfgOHRDcYEREREekROj1xMbNrOuN93P1vnfE+0vlyszLIrwg+IhaIT2qjtoiIiIjIkQtHi8s8oDMm91DiEqNSm8zlUhPFSERERESkpwjXo2JHknQYcHVnBSKdLy2xYUjkcg2HLCIiIiIREI7Exd39uiN5AzNT4hLDGs/lonlcRERERCQSwtED3GLkPSRM9uxsmLvlvWUfRjESEREREekpwpG43BAj7yFhsnfn9vrXm7fvimIkIiIiItJTdHri4u5/joX3kPBJSWhoECuv1qNiIiIiIhJ+sTtZiMSs0cMb5m4ZMHhYFCMRERERkZ4irImLmaWaWWY4zyGRN23KxPrXOf0GRjESEREREekpOiVxMbNEM5trZkvN7NcWdBtQAuw3s8fMLLkzziXR13gel3LN4yIiIiIiEdBZwyH/ALgC+CdwAZAMfAL4LMERwu4EbgJ+0UnnkyjScMgiIiIiEmmdlbhcDnzB3f9rZvcAK4Dr3P1vAGZWA3yLbpS4mNkMYB6Q16zoVnd/NcLhRJQSFxERERGJtM5KXIYA7wO4+yozqwLebVT+NjCik84VS+a5+23RDiLSqstL61/v3lcQxUhEREREpKforM75ZUB6o+1qoLzRttN5SZJE2ba8DfWvd+7bH8VIRERERKSn6KzEZT0woW7D3Xu5+8ZG5aOArZ10rnYzsxQz+7GZVZnZvHbWv9XM1phZhZntMLP7zGxwBMLtMrIzUutfe3xiFCMRERERkZ6is1pB7gIO9dX7icB/Oulc7WJmM4E/A32ANj9dm1kK8DIwBZgNPAdMBP4BvG9mp7j7+maHnWxm/yPY2nSA4KNjD3faDxGj+uZkAcHHxeKSUg9dWURERESkE3RK4uLu/26j/EedcZ72MrMrgD8C3yX4GNt97TjsB8ApwI3uXpdkLTGzy4ClBDvin9aofiGwEfi2uxeb2YnA82Y2wt1/1ik/SIyaOnEcPL0DAI9LpLo2QGK85jIVERERkfDprp82NwET3f33BPvXHJKZpRIcrrkKeKBxmbsvBxYBp5rZaY32f+DuN7h7cWj7beCvwPfNrLteVwD6ZSYTZw3b2wrKW68sIiIiItIJwvIB28z6mll7WjnCwt0XufuODhxyFpABLHX3Ay2ULwytL27jfdYTfGxsSAfO3eUkJ8QzKLvhEbG8/NJD1BYREREROXLhahnIBK7tQi0PR4fWm1opr9s/tW6Hmf3UzEY2qzcEqOHQ/X3qmdmKlhZgdAdij4oRuQ2DyG3ep8RFRERERMKrqyQW4TYwtG4t4ShoVg/gZOD/zMwAzGwEcD1wfyutNt3K8Ny0+tcfrN8exUhEREREpCfQ3CpBdZ/Cq1opr2xWD+BO4AbgrdCEm2nAL4G57T2pu09qaX+o1WVie98nGrasWAL0BWD+khVw7WmHPkBERERE5AgocQkqC62TWilPblYPd/8f8L9wBhXLhuWmBgeABko8JbrBiIiIiEi3p0fFgnaF1r1bKc8JrXeGKwAzyzazEaFHzhIDgUC4TtUpjhs7tP51IDWHmtrYjldEREREujYlLkEfhNbNO9vTbP+yMMYwh+AgAJuAsfn5+WE81ZE756RjqB8ROS6eHYUV0QxHRERERLo5JS5B8wlOBT/VzNJbKD8ltH4yjDHMJZggjQTW5ebmhvFURy4zI42BWQ2PiG3SkMgiIiIiEkbhTFys7Sqxwd3LgLsJ9mW5pnGZmU0iOILYW+7+ehhjKHT3PHfPA6rj4mI/pxzeeEhkJS4iIiIiEkbh+nS8H7jd3btSx4c7gEXAz8zsUjNLNbNjgUeAfGB2OE/e1fq4AIzo0zDIWt6+skPUFBERERE5MmFJXNy9wN1vD8d7t5eZuZk5cH9o17V1+8xsdvP6oVaXmcCvgbuAQuAZYDEwzd3XhjnkOXShPi7QdBLKDXuKohiJiIiIiHR3MfM8kpld03at9nN3O8Qyr5VjKtz9Vncf6+7J7j7Q3a9z922dGVsr5tKF+rgAVOzbWv/69fdXRzESEREREenuYiZxoaFlpEfqin1chmQn17+u1ZDIIiIiIhJGEZmA0sz6Ap8GxgPpdKGO+5FiZtlAdmizS/RxOWXqOHjxLQAsPpGl6zZz3PjWRpQWERERETl8YU9czOwU4FmgF4dOWDzcscS4OcCtdRtdoY/LwL69yUwIUFwTbB0qi8+IckQiIiIi0l1FosXlV0AJ8FNgFdBSL24DXo5ALLFsLjAv9PqF3NzcsdELpf0mDO3D25v2A7A5v4zTu0TUIiIiItLVRCJxORo4090XH6qSmW2JQCwxy90LCY5khpl1iT4uEBxZrC5xydunuVxEREREJDwi8el4H7CyrUrurs4RXdDwxnO55GsuFxEREREJj0gkLvOAc9qqZGb3hT8U6WyN53LZnK8WFxEREREJj0gkLrcBZ5jZ/5nZSDNLaqXetRGIJWaZWbaZjTCzEXSRUcUAsuOr6l+v21lATU1tFKMRERERke4q7ImLu9cC64EfhNblZlbbfAl3HF3AHGBTaBnbFUYVAxjVL7NhIz6RD9Ztjl4wIiIiItJthT1xMbOvAncDOQQ7n29pYdna2vE9yFxgZGhZl5ubG91o2mlAnxy8rLB+++0VG6MXjIiIiIh0W5EYVexG4CFgjrvvba2SmXWNZ6PCpKuOKgYwKDOJnTXB10m9B0c3GBERERHpliLx6Xgw8LVDJS0ht0cgFgmDU48+qv71voooBiIiIiIi3VYkEpe1QHw76t0f7kAkPEb2aRhZLE8ji4mIiIhIGEQicfkhcEs76m0KdyCxrKuOKgYwPLfRXC77NJeLiIiIiHS+SPRxSQfGmNky4AlgG6AHig42B7i1bqOrjCoGzeZy2V9KIODExVkUIxIRERGR7iYSics8wAEDJodeN2et7O9J5hK8VgAv5Obmjo1eKB0ztHdq/euK6gDLN2zh6LHDoxiRiIiIiHQ3kUhcAO5oo9yA70cikFjVlUcVy0pNwsuLsdTgnC4LP1irxEVEREREOlVEEhd3b3PEMDP7QSRikfBIri6mKpS4LM/bFeVoRERERKS7icTX+qe3s97IsEYhYTUsp+FxsaRczeUiIiIiIp0r7ImLuy9sZ73N4Y5Fwueis06uf12VlBXFSERERESkO+r0xMXMfhIL79HVdOXhkKHZkMj5GhJZRERERDpXOFpcvh0j79HVzCE4l80mYGxXGg4Zmg6JnLcvOCSyiIiIiEhnCUfi0hkTePTESUDmEuznMxJYl5ubG91oOmhMvwzqpm4pr65l7Z6S6AYkIiIiIt1KWEYVM7NXjvAtetzX9V15OGSA9OQExvXPYNWuAwDc9+Sr3PWFj0c5KhERERHpLsI1HPKMIzy+xyUu3UH1jtUQNwSAl5flRTcYEREREelWwpG4zAzDe0oXcMpRA1i/Pvh6H5nRDUZEREREupVOT1zc/dXOfk/pGj515jT+tn45AJbRh635JQzN7RXlqERERESkO+haHSkkpk0dO4xB2Sn120u3q4O+iIiIiHQOJS7SqU4Y0bv+9bt5BVGMRERERES6EyUu0qmOH55T/3rJZiUuIiIiItI5wjWqmHSQmWUD2aHNxEAgEL1gjsBxwxtaXFbuLKa0sob0ZP0zExEREZEjoxaX2DEH2BRaxubn50c3msM0bkAvMkKJSm3A+e8bS6MckYiIiIh0B0pcYsdcYGRoWZebmxvdaA5TfJzhezfUbz/+uhIXERERETlyeoYnRrh7IVAIYGbVcXFdN6ccnW0sCz3ptnpfdXSDEREREZFuIeKfjs0sy8yOivR5JXJmThpW/7oiYyC1AY9iNCIiIiLSHUQkcTGzeDP7lpmtAfYDK0P7zzGz/5jZ6EjEIZFx3cVnEW8GQDXxrN5VHOWIRERERKSrC3viYmbJwMvAz4CxgIUWgDxgOPC6mQ0NdywSGdkZqUwanFm/rWGRRURERORIRaLF5evAiQQTlyk0DPmLu68HTgDeBL4VgVgkQo5rNJ+LJqIUERERkSMVicTlSuCL7n6Lu69w9ybPDbl7ALgVOC8CsUiEnDCiYT4XtbiIiIiIyJGKROIyCni0jTobgCERiEUi5PhGLS7bC8tZu21vFKMRERERka4uEolLNZDZRp0RQGX4Q5FI6dsrGQ7sq99+dP6SKEYjIiIiIl1dJBKX94AftVHn/wHvRiAWiRAzI6s6v377jdU7ohiNiIiIiHR1kZiA8nfAv83sVOCvwDIAMzuF4CzxnwVmABdFIBaJoMn9U1lYFXydH5cd1VhEREREpGsLe4uLuz9OcESx8cDPgedDRa8DfwNmAj9292fCHYtE1lc/8/H613trktlfWhXFaERERESkK4vIBJTufgvBUcOeAfYBtaH108BH3P0HkYgjlplZtpmNMLMRQGIgEIh2SEfshKMG069XMgDu8NpaddAXERERkcMTkcQFwN1fdPeL3L2/uyeF1he7+8uRiiHGzQE2hZax+fn5h67dBZgZM8f1q99+ZfWeKEYjIiIiIl1ZxBIXadNcgn1+RgLrcnNzoxtNJ5k5viFxeXXtXmpqu35LkoiIiIhEXtgTFzNLMrOLQsvUZmVnmtlHwx1DV+Duhe6e5+55QHVcXPfIKU8b24fEeAOgqLyaZ95eGeWIRERERKQrisSn4wuBJ4DHgVnNysYCT5vZo2aWGIFYJMIykhNIO9AwFPK8FzTqtYiIiIh0XCQSl8uApcBYd/9u4wJ3/ytwPHAMcGMEYpEoOCqjYTSxD/M9ipGIiIiISFcVicRlKvBld9/YUqG7vwfcAMyOQCwSBdd85Lj619Xp/dhWUBbFaERERESkK4pE4jIUeL+NOguBURGIRaLgwjOnMziz4UnAVzUssoiIiIh0UCQSlxqgdxt1coDqCMQiUWBmnDtlcP32fA2LLCIiIiIdFInE5V3gO23U+U6onnRTZzUaFnnh+nwqqmujGI2IiIiIdDUJETjHb4H/mtkk4EFgFXAAyAAmAFcBpwEXRSAWiZLpI3uTlhRPWVUt5dW1LNqYz4xGk1OKiIiIiBxK2Ftc3P0p4MfAmcCfgFeBJaH1n4DTgR+7+zPhjkWiJzkhntPG9Knfvvvf86MYjYiIiIh0NRGZ5dDdvw+cCzwD7ANqQ+ungY+4+w8iEYdEV0759vrX7+yoIBAIRDEaEREREelKIjY9u7u/5O4XuXt/d08KrS9295cjFYNE12fOnlb/2jL68Owb70UxGhERERHpSiKWuIhMHTOMhJJd9dvL9qnFRURERETaJ2YSFzNrcYLKrsDMjjOzGjO7LdqxxLprG01GuVyJi4iIiIi0U0QTFzPrbWZDzWxYs2U4MDySsXQWM0skOMhARbRj6Qo+Oq3hNi/O28/uYl02EREREWlb2BMXM0s0s1+Y2V5gL5AHbGq2dNnWFuAW4FmCgw1IG6YNzWZwdioAtQHn0Xe3RjkiEREREekKItHi8nPg60AS8D7wOvBas+X1cJzYzFLM7MdmVmVm89pZ/1YzW2NmFWa2w8zuM7PBrdSfBFxKcLhnaYe4OGPWCUPrtx9+dyuBgEcxIhERERHpCiKRuFwG/Bro7e7Hu/sMd5/ZbJkBWGee1MxmAsuAG4DEdtRPAV4GvkGwFSUH+DhwMvC+mY1pVj8euAe4wd2rOjP27u7Txw8hLnS3t+4v53ePvhjdgEREREQk5kUicckBfuLutW3Um9lZJzSzK4DHgd8QTETa4wfAKcAt7v4fdy939yUEE68+wLxm9ecAi919UacE3YMMzEolq3Rb/fbf3lgfxWhEREREpCuIROKyGkhtR71NnXjOTcBEd/890OZzSGaWCtwEVAEPNC5z9+XAIuBUMzstVH8M8Fngu50Yc4/yiWP617/elzKIDdv3RDEaEREREYl1kUhc7iT46FVbOi1xcfdF7r6jA4ecBWQAS939QAvlC0Pri0PrjwE1wDNmtsDMFgADgNmh7S8cZug9xjeuOB/KCgGw+EReWl8c3YBEREREJKYlROAcycBoM1sGPAFsB8ojcN6OODq0bi15qts/FcDdf0PwMbR6ZpYHzHP329p7UjNb0UrR6Pa+R1eVlprCly84lj+8GhxQ7uF3t/GFM0Zj1qldnURERESkm4hE4jKP4ONaBkym5Ue3rJX9kTIwtN7fSnlBs3rSCa44cXh94rJxbymLN+3nxFG5UY5KRERERGJRJBIXgDvaKDfg+5EIpBVpoXVro4NVNqtXz8y+SnBI5LpHxWYAX3T3NW2d1N0ntbQ/1BIzsa3ju7qhvdM4fWwfXl8XnALnX+9sVeIiIiIiIi2KSOLi7re3VcfMfhCJWFpRFlontVKe3KxevZYeG5P2u/yEYfWJy7PLd/K9j44jt1d7xnIQERERkZ4kEp3zT29nvZFhjeLQdoXWvVspzwmtd4YrADPLNrMRZjYCSAwEAuE6VUz5yMT+ZCYF+7VU1gT46UMvRzkiEREREYlFYU9c3H1h27UAuD+sgRzaB6F1a8lT3f5lYYxhDsFBADYBY/Pz88N4qtiRlBBH2u6Gy/r0qgLco9ndSURERERiUSRaXOqZWbqZDTGzYc2W4cCZkYylmflAKTDVzNJbKD8ltH4yjDHMJZggjQTW5eb2nL4eX/zIlPrXFcm9eX3NrkPUFhEREZGeKCKJi5mdY2ZLgGJgMw0tC3XLxkjE0Rp3LwPuJtiX5ZrGZWY2CTgZeMvdXw9jDIXunufueUB1XFxEc8qouvqS88g4sLV++5/vbI9iNCIiIiISi8L+6djMTgKeA4YAbxAcQey10PIODR3eXwt3LG24A1gE/MzMLjWzVDM7FngEyAdmh/PkPbWPC0BCQgK/vfHS+u0XV+5m6/6DxkEQERERkR4sEl/r30LwEavB7n4m4O4+M7ScBAwn+KjWg515UjNzM3Ma+s5cW7fPzGY3rx9qdZkJ/Bq4CygEngEWA9PcfW1nxteCOfTAPi51ZhzVjxG5wdGmAw7/WLQ5yhGJiIiISCyJROJyEvBdd69pqdDd9wP/B3yhM0/q7naIZV4rx1S4+63uPtbdk919oLtf5+7bOjO2Vsylh/ZxAYiLM649ZUT99kOLt1BW1eI/GRERERHpgSKRuGTRtA9LjZk1n6gjD5gQgVhiVk/u41LnU8cNIT0pHoDiihp+9I8XohyRiIiIiMSKSHw63gEMarS9DZjerM6ptD5rfY/Qk/u41OmVksiJ/Ru2/7VkFz3xOoiIiIjIwSKRuCwHbjezunMtAe4xswvNbJyZXQbcC6yMQCyxbA49uI9LnVnTGjKXQK/+3P3oS1GMRkRERERiRSQSlyeAq4FXQ9u/BEYD/yWYrDwEDAZ+HoFYYtlcenAflzrnnTKN9OK8+u2FexOjF4yIiIiIxIxIJC7/JNh/5SoAd38buBJYD9QQ7P9yg7v/NwKxxCz1cWlwyydPrn+9eHsZm/NLoxiNiIiIiMSCsH86dvcqd1/j7psb7XvY3ceFRu4a6+5/CXcc0nVcOXMao/qmA+AOD7ypoZFFREREerqY+VrfzB6JdgzRpM75DeLijOsaDY38r3e2sKe4InoBiYiIiEjUxUziAnwy2gFE2RzUOb/eJ44dQk5asH9LWVUtP/zvB9ENSERERESiqtMTFzPbeDhLZ8fRBc1FnfPrpScn8LWPHFW//eSHe3liwTtRjEhEREREoikcLS4jDnPp0dQ5/2BXTB9GfOleAMzi+O5j7+HuUY5KRERERKIhLJ+O3T2ubgEygGeBu4CpQGZofyYwJbT/PaB/a+8nPVNifBzXH9+7frs0YwhPLdkUxYhEREREJFrCkbgsbLZ9B/CYu9/s7h+6+wEAdz/g7ivc/Wbgd8CdYYhFurhvX30hmWU76rfnvrqF6tqeO3CBiIiISE/V6YmLu5/ebNengbZGDHsUuKCzY5GuLy4ujke+M4s4C25v3FvKg29viW5QIiIiIhJxkehI0R9IbaNOGtCje6NrOOTWjR+QyawThtZvz31pLUVl1VGMSEREREQiLRKJy1bg223UuRno6V+jz0HDIbfqax85ivSkeAAKyqq5e/66KEckIiIiIpEUicTlfuCbZvaimX3OzE41s2NC6+vN7GXga8C9EYglls1FwyG3ql+vFL48c0z99j2vrmftjv1RjEhEREREIikSictdwOPA2cBfgNeAJaH1n4GZwGPALyIQS8zScMhtu3r6YKy8MLgRF88Xfv9sVOMRERERkcgJ+6djd69x908CVwIvAwVAANgPvAjMcvdZ7l4b7lika8tMT+W4hK3123m1Oby2aschjhARERGR7iJiX+u7+7/c/Vx37+Puie7e193Pd/dHIxWDdH33fP9LBPZurN/+xcsbCQQ0KaWIiIhId6fnkaRLycnO5r6bPla/vWxbEf9duj2KEYmIiIhIJMRM4mJmG9uu1X1pOOT2O+eYUXxsysD67bv+t4byKj1pKCIiItKdRTRxMbPeZjbUzIY1W4YDwyMZSwyag4ZDbrdvnz+epPjgP9+dRRX89fUenfeKiIiIdHthT1zMLNHMfmFme4G9QB4NH9DrFn3q1HDIHTIsN43rTh1Rv/3r/61g8fI10QtIRERERMIqEi0uPwe+DiQB7wOvExwKufHyegTiiGkaDrnjvjxzDClWA0AgPpHP/+4p3NVRX0RERKQ7isSn48uAXwO93f14d5/h7jObLTMAi0As0o1kpSZy7qDq+u2i3hOY+9j8KEYkIiIiIuESicQlB/hJO+ZpmRmBWKSb+eUNl5JStqd+e97KGnYUlkcxIhEREREJh0gkLquB1HbU2xTuQKT7SUyI5283zCQ1MfhPuai8mjn/+oCaWo3KJiIiItKdRCJxuRO4pR31lLjIYZk+YQQ/vGRK/fbivP3cPX99FCMSERERkc6WEIFzJAOjzWwZ8ASwHdCzPNKpPnnsYN5Yt5cnPtgBwG9fXseJI3I4eUzfKEcmIiIiIp0hEonLPMAJdr6fHHrdnLWyX6RdzIwfXjKZ97cWsjm/jIDDVX94mcV3XEJuRkq0wxMRERGRIxSJxAXgjjbKDfh+JAKJVWaWDWSHNhMDAfXR6KheKYn85MKxfOb+9yAuntqkXlz28//y0m2XYaZB60RERES6sogkLu5+e1t1zOwHkYglhs0Bbq3byM/Pj14kXdipE4YwtOBetuYeD8CGygweeWcLs6YPj3JkIiIiInIkItE5//R21hsZ1ihi31yC12AksC43Nze60XRh//7JlwnsWFm/fcfTq9i6vyyKEYmIiIjIkQp74uLuC9tZ9YdhDSTGuXuhu+e5ex5QHRcXiZyye+rXty9P/+ByMlOCDYqlVbV8/ZEPqA2oG5WIiIhIVxVLn44/E+0ApPuYOmYoP7q0YYjkd/IK+MtrG6MYkYiIiIgcibD3cTEzfVqUqLjo6EG8tHI3Ty4NDpH8yxfWMDSxhAtPPSa6gYmIiIhIh0Wic/6ICJxDpEU/vHgyizftZ1dxBTUB58Z/vMP08cPpl5sT7dBEREREpAMi8qiYu8c1X4B0YBzwXeBRIDUSsUjPkpWWyC1nD2m0YxAf+849uKu/i4iIiEhXEonE5YGWdrp7ubuvc/efAv8GfhyBWKQHuvjEcUxK2FO/vTdnEve+sSmKEYmIiIhIR0ViVLHr2lHtOeCKcMciPdcj3/sM6VX767d/9Mwq/vvB9ihGJCIiIiIdESujig0Dekc7COm+0lOSmH/bpxmS0/BE4jcfXcrr6/ZGMSoRERERaa+wJy5mNuwQywQz+wTwT2BNuGORnq1fZgp/++x0eqcnAVBd63zp70tYtrUgypGJiIiISFsi0eKSB2xqZfmQYMf8ycDtEYhFerhRfTO499rjSU2MB4KTU14y90XW7VTyIiIiIhLLIvWo2GstLK8C/wN+A0x398cjFIv0cNOG5fD7K6dhHgAgkJjORb/4H4VlVVGOTERERERaE4l5XHD3mZE4T1dmZtlAdmgzMRAIRC+YHmDm+H5MPPA+K3odB0B5YiZffOBt/vmFU0mIj5WuXyIiIiJSJxKf0L4WgXN0B3NoeIRubH5+fnSj6ebMjMd/fTPZ2xbW73t7czE/fW51FKMSERERkdZEYjjk39S9NrP4UIf8k0NrfbXdYC4wMrSsy83NjW40PUBSUhLz7/5/nDOu4Vrf+8YmHnl3axSjEhEREZGWRCRxMLNMM/sdUECwQ/4boXWBmf3GzLIiEUcsc/dCd89z9zygOi5OOV0k5GRn89vPHM/EgZn1+773+Ics2bz/EEeJiIiISKRFYjjkPsDbwFeADKAWKAUCQC/gJuAtM1MTg0RFWlIC91x7PH0ygsMkV9UGuPz383lx4btRjkxERERE6kTia/0fE3z86TZgHJDs7plAEjCe4DDIo0L1RKJicHYqf7rqOBLiDIDquBQ+9/cPeH3Jh1GOTEREREQgMonLxcAX3P0Od1/n7g7gQWvd/XbgS8AlEYhFpFXHj+jNVePj67fjsgfy+YdXs2HvgShGJSIiIiIQmcQli+Akk4fycKieSFTdds15nNO/vH67Ii6Vy/70Fh9uL4piVCIiIiISicRlPcG+LYeSAWgoJ4kJf/3ap7hmYjIWfGqM/NIqLv/LIhZt1BDVIiIiItESicTlj8D/a6PON4C/RyAWkXa545pzmDvrmPo+Lwcqa7jmvsW8vGp3lCMTERER6ZkSOvsNzeyMZrtWAJea2RvAP4HNwAGCrSzDgSuAHIITMIrEjIuPGUxmSiJf+scSKmsCVNUE+Nz9i/jlxWP45KmToh2eiIiISI/S6YkLsADwFvYbcHIr+wGeD1M8Iodt5vh+/OP6E5l979uUVgcgLoGvP76GOK/l0tOmRjs8ERERkR4jXInC3zpY34CrwxGIyJE6YURvLsreyj+39yYuKRVLSOaW57YwZsRwpgzRmBIiIiIikRCWxMXdr+voMWZ2TThiEekMP/3GF6j5xT08siseS0iiota45r63efiLJ3NU/17RDk9ERESk2wtH5/yvRfg4kYj4+Tc/zx3nDavvsF9QVs1Vf32bvH2lUY5MREREpPvr9MTF3X8TyeOixcxOMrOHzOwNM3vVzFaZ2a/NLCXasUn4XPuR45h7+TGEchf2lFTyiT++yaOvLY1uYCIiIiLdXCSGQ24XM3sl2jF00KeAUuB0dz8TOBe4DvhhVKOSsLtw6iDu/ERDx/z9pVV88+nNXP/zB3FvaVwKERERETlSEU1czCzdzIaY2bBmy3DgzEjG0gnuAb7joU+q7r4V2ACMiWpUEhGXnTCUX886msTQb5DFxfNSfhYX/PARyqpqohuciIiISDcUkcTFzM4xsyVAMcF5XDY1WzaG6bwpZvZjM6sys3ntrH+rma0xswoz22Fm95nZ4OZ13X2Nu+9pdOyFwCjg7k79ISRmXTptCD87tz9+IL9+3+qyDD7xhzfZur8sipGJiIiIdD9hT1zM7CTgOWAI8AbBoY9fCy3vAHWf8F7r5PPOBJYBNwCJ7aifArwMfAO4heCkmB8nOPfM+2bWYkuKmX3OzPKAPwFXuvvLnfIDSJfwiRnH89RNp5FUsKl+3+pdJXzij2+yeldxFCMTERER6V4i0eJyC/AkMDjUF8TdfWZoOQkYDswHHuysE5rZFcDjwG8IJiLt8QPgFOAWd/+Pu5e7+xLgMqAPMK+lg9z9XncfAcwCHjCzrxxh+NLFTB03ihW/v4HPnz6yft/ekkpm/XkR720piGJkIiIiIt1HJBKXk4DvunuLD/67+37g/4AvdOI5NwET3f33QJu9pc0sFbgJqAIeaBbfcmARcKqZndbae7j7QuC3wM/NTLMS9jCJCfF892MTuetTU+tHHCsqr+ZTd7/KH//T1cadEBEREYk9kUhcsmjah6UmlCg0lgdM6KwTuvsid9/RgUPOAjKApe5+oIXyhaH1xXU7zCy5hXorgVRgXAfOLd3IZccP5Q+fOZak+OCvViAukTvfLObbv/1nlCMTERER6doikbjsAAY12t4GTG9W51SCrR3RcnRovamV8rr9UxvtW2NmfZrVGxha72/PSc1sRUsLMLpdUUtMOn/yQG49qx+B6goALCGRR7Zn8sCbmzRcsoiIiMhhikTishy43czqzrUEuMfMLjSzcWZ2GXAvwdaKaGkr4ShoVq/OzXU/V2jksa8Br7j7+s4PUbqSz5x9HD86ux9eWQqAWxy3PrmS6+a9w57iiihHJyIiItL1RCJxeQK4Gng1tP1Lgi0K/yWYrDwEDAZ+HoFYWpMWWrfW6lPZrB7AzQRbYBab2WvAM8CjwKXtPam7T2ppITgfjHRx13z0dOZdfTS90xoGtVuwZi/nzn2Np5d15ElGEREREYlE4vJPgv1XrgJw97eBK4H1QA3B/i83uPt/IxBLa+qGZE5qpTy5WT3c/V/ufq67H+/uZ7j7Me5+i7sf1hi4ZpZtZiPMbASQGAgEDudtJMbMPHYc/5tzBjPH9a3fV1hWzY0Pvs9Hf/goRWXRfEJSREREpOsIe+Li7lWhyRo3N9r3sLuPc/dkdx/r7n8Jdxxt2BVa926lPCe03hnGGObQMCHn2Pz8/EPXli6jX2YK980+gZ9+YgppSfH1+1eWpnHSD/7Nii17oxidiIiISNcQiRaXruCD0HpkK+V1+5eFMYa5ofOMBNbl5uaG8VQSaWbGFdOH8dxXTye9fFf9/vKETC776zssXL8vitGJiIiIxD4lLkHzgVJgqpmlt1B+Smj9ZLgCcPdCd89z9zygOi5Ot6Y7Gp6bzv++dT69Nr9Wv6+0yrnmvsX88+3NhzhSREREpGfTp2PA3cuAuwn2ZbmmcZmZTQJOBt5y99fDFYP6uPQcQ4cM5r2//YgrhpWSkhj8FawNON99/ENue3IFNbW69yIiIiLNKXFpcAewCPiZmV1qZqlmdizwCJAPzA7z+eegPi49RmJiIj/98mU88sWT6Z/ZMJfpvDfzOP7mh3jwubDlyCIiIiJdUrdNXMzMzcyB+0O7rq3bZ2azm9cPtbrMBH4N3AUUEhzieDEwzd3XhjnkuaiPS48zdUg2//3KaUwZnFW/rzA+m1vmF3DBd++lsLTyEEeLiIiI9BzdNnFxdzvEMq+VYyrc/dbQSGfJ7j7Q3a9z920RiFd9XHqoAVkpPPLFk/n45H71+ywunlW1AzjvN6/zzLKduHsUIxQRERGJPn06FokBqUnx/O6qE7jl5Awo2VO/f3dxJV958D2+8uB7lFRURzFCERERkehS4hIj1DlfAL548Zm888NLuWxCOkkJDb+ezy7fxUV3L2RpnuZ8ERERkZ7JwvkIipnFA58GLgDGA1kE+46sAp5y9/+E7eRdjJndBtxat923b1/27NnT+gHS7W3aV8p3/rOctzY2DNTgNVVcMqSCuV+9HDOLYnQiIiIiHTNp0iRWrly50t0nHc7xYUtczOwE4EFgVN2uRsV1J/0QuNLdV4QliC7EzLKB7NDmC+PHjx+7atWq6AUkMaE24Pz25XX89pV1NP5VHVC2kfm/+DKpSfHRC05ERESkA440cUno7IAAzOw04AUgBdhGcJjhrQQneUwHhgInAlOAhWZ2trsvCUcsXYW7FxJsjcLM1DlfAIiPM772kaPIpZjvPb2euNReAOxKG8VZv1zAN84dx6XTBhMfp9YXERER6d46vcUlNPP8eqAEuMndnz9E3XOB3wGJwAR319ivgJmtmDhx4sQVK3p8Q5Q0smTVRq76w3zK0wc02T9+QC9uvmA8Zx7VV4+PiYiISMw60haXcHyt/0WgAjj5UEkLgLu/AJxK8NGxz4Uhli5DnfOlLcdNGMUHv5rN9acOIym+4Vd39a4SZt//Dmfe+hgrtmriUhEREemewpG4fBy41d3b9QnK3fcRnLX+E2GIpSuZA2wKLWPz8/UBVA6WnBjP9z4+hZe/cSYXHzOoSdmWqjQ+9tvXueX+FwgENO+LiIiIdC/hSFwmEOzf0hHPE+zv0pPNBUaGlnW5ubnRjUZi2tDeafzm8mk8deNpTB2Q0lAQn8hDa6q59v7F7CqqiF6AIiIiIp0sHIlLNrCvg8fso2FErR7J3QvdPc/d8wB1zpd2mTIki79fdzwnVLxHbWlB/f7X1+3jvLmv8fSyHVGMTkRERKTzhOPTcRHQp4PH9AkdJyIdlJWVxaNzv88DV4zjmL4Nv9JF5dXc+OD7XHPfYv710ttRjFBERETkyIUjcVkOnNvBY84FloUhFpEe46xTTuDxr5/Pzz45hbRG87u8tnYvN7+0j8k3/pkn3tCvmYiIiHRN4Uhc/gvcbma921PZzHIJzhj/eBhi6TI0qph0BjNj1gnDeO6rpzN9ZNNfwQMZQ5jz9Fau+uvbrNxRHKUIRURERA5POBKXvwLxhCaWPFTFUPkbofp/DUMsXckcNKqYdJLhuek8/IWT+M0nxpJUvK1J2Rvr93HR3W/wi+fXUFFdG6UIRURERDqm0yegBDCz6cCLQAawFVgEbAHKgVRgGHBiaF0KnO3u73R6IF2ImWXTMEDBC+PHjx+7atWq6AUk3UYgEODH9/6H/26oZh+ZTcpG903n/80YzHnHjY1SdCIiItJTHOkElGFJXADMbCrwL2B8aFfjE9VN770GuNzdl4YliC7KzFZMnDhx4ooVK6IdinQj7s6CtXv5/hMfsq2gvNH+AH0LVvKnGz/O8VMnRjFCERER6c6ONHEJ25i77r4MmAxcCfwTWAJsCK3/Gdo/WUmLSGSYGTPH9eP5OWfw2VNHYla3P459vSfzyQdW8YMnlrF1f1l0AxURERFpQdhaXOTwqcVFImHxxn18Zu4zVKc1Hb08zuCCyQO5/vSRTBuWE6XoREREpLuJyRYXMzvWzM4ILaNaqZNpZleZ1X3vKyKRNH1UH5b/8jOcN7CSuOqGVpaAwzPLd3LpH97kyj++yqote6IYpYiIiEhQp7e4mFkmsAdIDO36hbt/u4V6/YGdwAfAue6+r1MD6cLU4iKRVl5Vy2PvbeO+NzaxaV9pkzKvqeSUrGL+/LXLyMxIi1KEIiIi0tXFYovLx4AkghNRngfc0kq9fOAHBEcWe97MksIQS5eheVwkmlKT4rn6pOG89PUz+fPVxzFtWHZ9mSUk81ZpX8799assWKPWFxEREYmOcCQuZwErgFPd/SV3b/ETuLvXuPuPgNOAwcDnwhBLVzIHzeMiURYfZ5w3aQD/ueEULuq7n0BZYX3ZrtIAs+9/h0v/sJD/vLdNc8CIiIhIRIXjUbH3gJ+7+0MdOOarwMXuflanBtOFaB4XiUUbt+7g87/5L5sShxFo9l9FdmoCRyXk85PPXsCYgerELyIiIocWi4+KjQTe7OAx/wWmhCGWLsPdC909z93zgOq4uLCNVC3SbqOGDuLlX9zA0zedzokjezcpKyyvYXFJFmfPfYNLfvIYu4srohSliIiI9ATh+HScBuzo4DE7gKwwxCIinWDioEwe/uLJPH3TaVx+wlCSExr+6zCL44PiVGb8fAFzX1pLWVVNFCMVERGR7iocict+oKPPjWQBxWGIRUQ60eTBWdz5yak8+8VjmFS5ipqChu8oyqtrmfvSOmb+YgGPLdlGdY36wIiIiEjnCUfi8iFwdgePOZfgKGQi0gWMHjqQZ379Td76wce4ekICuekNgwLuLq7km48uZdz/e4yPfPP3vP7B2ihGKiIiIt1FOBKXp4A7Qp3N22RmOcBtwONhiEVEwmjo4EH88NrzWPCtGdwwYzRJjR4hCyRlsC5hBFf/ax0X/WYBj7yzVSORiYiIyGELR+LyFyAVWGhmhxwlzMzOBhYSnPflL2GIRUQioFdKIt8+fzwvf/1MLjlmEOZNE5RlO0v5f/9exlm/WMAj726lplbzFImIiEjHdPpwyABmdhLwMpACbAXeBrYAZQQ77w8FTgqtS4Gz3f2dTg+kizKzFRMnTpy4YsWKaIcicli27S3g+399ivmbKyB78EHlI3KSOSl9H7d//lKSk5OjEKGIiIhE2pEOhxyWxAXAzI4D/gWMDu1qfCILrdcAl7v70rAE0YVoHhfpjqqrq1m1u5R/vbOVR9/dSnVt0/9vfN8mLpncmx/fcBkZyQlRilJEREQiIWYTFwAziwc+DXwMGE9w9LBCggnLM8Cj7q6H3gEzuw24tW67b9++7NmzJ3oBiXSyrfvL+PVLa3n8ve00/18nOSGOcyb255JjBnPmUX2b9JURERGR7iGmExdpP7W4SE/x5oo8/u+vL7IveVCL5dlpiVw0Pov/O38KfTLTIhydiIiIhIsSl25IfVykJ3jp/fXMe20NywsTKSqvPqjcq8qZll7Er754IaOG9I9ChCIiItKZjjRx0UPlIhIV50wbwznTxlBVE+DVtXt54oPtvLRyN5U1wRHHLCmVD6pTufDPS7jutFHMOn4Yw3LVAiMiItJTqcUlBqnFRXqqovJqbvjVv3hjbxJxKRkHlU8enMlHpwzkrDE5jB+SG4UIRURE5HCpxUVEuo2s1EQe/O7VbNiynW/d8yyrfRBlNQ3lH24v5sPtxdwF9Kou4OqThjHn0lNJSoiPWswiIiISGWpxiUFqcREJKqmo5u+LNvOf97azfs+BFusMyk7hi2eMZtYJQ0lJVAIjIiISq9Q5vxtS4iJysHW7S3hm2U5+8/jreOaAg8r7ZCRx3akjuXByf4b1ycDMWngXERERiRYlLt2QEheR1lVUVPCHfz7O/W9uobz/FGoCB/8fZkXbOa5/IjdeegZnTh2lJEZERCQGKHHphpS4iLTPjsJy7nl9Iw8t3kJFdaDFOkNyUrnyxGFcOX0Y2WlJEY5QRERE6ihx6YaUuIh0TP6BSh54azP/eTePbUUHzwkDkJoYz2XHD2HWsf2ZOLRvhCMUERERJS7dkBIXkcM3f8lKfvef11hTmkxZaj8O+i/OncQ9qzhrbA7fvOqjjB02KCpxioiI9DRKXLoJM8sGskObL4wfP37sqlWroheQSDewu7iCfyzazD8Wbaag7OCWGAOmDcvmrPH9OHtCfyYMzIx8kCIiIj2EEpduwsxuA26t2+7bty979uyJXkAi3Uh5VS3/eX8bv3rmA/KrWp++6uih2Zw12Lj+/ONJT1F/GBERkc6kxKWbUIuLSPgFAs7fX1rCA68sY1dcLmWBlpMYLytifOI+fvvVyxg37OChl0VERKTjlLh0Q+rjIhJ+gYCzcmcxr6zew8urdrN0W9FBdeIMjhmazelj+3LGUX04ekg2CfFxUYhWRESk61Pi0g0pcRGJvBU7ivjaH//LmvIMLCG5xToZyQn0rd3HtWeM4+pzjiM+TvPDiIiItNeRJi766lBEBJg0KIsXfngNC75+GjN7F9Mn7eD/Hg9U1rCpJpvbXtnN2K89yO9eWceekoooRCsiItLzqMUlBqnFRST66h4le33dPl5ft5d38wqoqj14ksuEOOPcSf2ZMa4fp4zOZUhOWhSiFRERiX1H2uLS+vA6IiI9WFycMXlwFpMHZ3HDjNGUVdXwvd/9nac+3EtV3/FYXDwANQHn2eW7eHb5LgCsdB9je9Vy6SkTuO686aQkxkfzxxAREek21OISg9TiIhLb3vpgJQt3Ov/+YBc7i1p/VCwzJYFLpg3msuOHMnlwVgQjFBERiT3qnN8NKXER6RpqagMsWLOXV9bs4c31+8jLL2u17qRBmZw9Kp1+gXwuO/9MkpI0T4yIiPQselRMRCRKEuLjOGdif86Z2B+AN5eu5t6nXufNjfth8FTKqxv6xKzYUcyKHcUAfOelxxiT6VxzwSmcMqYPR/XvFZX4RUREuhIlLiIineSUo8dzytHjgeAIZE8v3cHD727l/S2FTerFpWWxsQZue2olABMGZvKp44Zw0dED6dsrJdJhi4iIdAl6VCwG6VExke5l3e4SHlqUx4Pz36ciJbfVenE4ifvWcvqQJL74ibM4YerECEYpIiISXurj0g0pcRHpvrbuzufv/3uLQO4o3tqYX//4WEuO6p/B8SN6M31Eb6aP7M2g7NQIRioiItK51MdFRKQLGdo/l+9ce2H99oa9B/j3km089u4W9hyoblJ37e4DrN19gAff3gLAqEwYn1LMnE+cwVEjBkc0bhERkWhTi0sMUouLSM9TUxvg7y8s5h8L15FXkUptQuutK15bw+i0Cr566WlMH9mbgVlqiRERkdinR8WiyMw+CVwPJAGpQC1wu7u/dITvq8RFpAdzdzbtK+XdvALeydvP25v2s2V/60MtD8hMYdqwbIam1XDiqL7MnDqSuDiLYMQiIiJtU+ISRWZWDVzp7o+Gtm8Efg2c6u6Lj+B9lbiISD135/UP87j1vqfZWNsbS8s+ZP24iiJmjs7i/y45lalDsjBTEiMiItGnxCWKzOwZd/9Yo20DSoA/u/s3juB9lbiISItqagM89fZq3txezVsb89lWUH7I+sN6p3HB5AGcMKI3kwakM7B3RoQiFRERaUqd89tgZinA94FvAQ+6++x21P82cCUwHNgP/A/4vrtvb1y3cdIS2nYzqyT46JiISKdLiI/j0lMmcmloe09JBR9sKeTlpRv514tvQ9/RWFx8ff0t+8v482sb+fNrGwGw0nyGpFZz0cmTuObsY+ifqXljRESka+jWLS5mNhP4M9AHyAEeOFTiEkpaXgamALOB54CJwD+AXOAUd19/iOPHA6sIPir25hHErRYXEekwd2fhkmX8e/FGtscP4J28/Rzqv3gzOH54Dh+dMpALJg9kQJaSGBERCR89KtYKM7sC+CPwXaAMuI+2E5efALcAN7r77xvtnwIsBd5099MOcfxjwH53/8IRxq7ERUSO2K6iCp5dvpO3N+Xz9oa9FFYEDlk/J1BIQtF2jh/djyvOO5VTJo8mIT4uQtGKiEh3p0fFWrcJmOjuO8xsdluVzSwVuAmoAh5oXObuy81sEXCqmZ3m7m+0cPw3gGyCj5iJiETdgKwUPnvaSD572kjcnTeXruZfLy5i9b4qynuPPah/TEFcNuRk89x+eO6htaQkrmfq4GzOmdiP8yYNYHhuenR+EBEREbpx4uLuizp4yFlABvCOux9ooXwhcDJwMdAkcTGz64ELgQvdveowwhURCSsz49RjJnDqMROA4GNly7cX8czynTy7fCdb9x/cyb+iOsDivP0sztvPT55dTe+4cvpW7uDjx43g8vNPp0/vnEj/GCIi0oN128TlMBwdWm9qpbxu/9TGO83sOuAq4GPuXmpm2cAn3f3etk5oZq09Cza67XBFRA6fmTF1SDZTh2Rz8/njeW/TXh555V0Wrd3O3uoUKlNzqQ00fZR4fyCV/YmjWbMM5i5fyKQhOUwZnMnUwdlMG5bNmH4ZGnpZRETCRolLg4Gh9f5Wygua1cPMrgV+AFwHTAj9wR4IXA20mbiIiMQCM+O4Uf04btRH6/dVVNeyYkcxC9bs4fkVu1i7u2lDdI0bS7cWsnRrIbAFgMy4KvpV7+KCqYO59mNqkRERkc6lxKVBWmjd2qNelY3rmVkvgh3+44D5zeq+2p4TttYxKdQSM7E97yEiEg4pifEcNzyH44bn8I1zx/HBhh3MfWwB7+yspDQpFxoNuVynOJBEcfwwfrcC7ln1Oh+ZMpQpgzOZMDC49MlIjsJPIiIi3YUSlwZloXVrc7AkN67n7iXAwX+5D1PoEbPs0GZiIHDo0X9ERCLpmNGDmPft4NgjlTW1rNlVwrJtRSzfVsTSbYWs3lXSpH5FIJ6nlu7gqaU76velx9XQq7qAU0dlc93505k8clBEfwYREenalLg02BVa926lvO6Zh51hOv8c4Na6jfz8/DCdRkTkyCQnxNf3j6mzZutufv7g8yzeXkFxSn+IO/jPS2kggdL4vvx7M/z7z+8zfsB6zhrfjzOO6sukQZn0SkmM4E8hIiJdjRKXBh+E1iNbKa/bvyxM558LzAu9fiE3N3dsmM4jItLpxg3tz1+/fQ0AJRXVvLZ2H0u3FbJqZzErdxSTX3rwU7ird5WwelcJf1iwAQj2kYkv2cmEAb346MmT+cRpU0hL0p8pEREJ0l+EBvOBUmCqmaW7e2mz8lNC6yfDcXJ3LwQKAcysOi5Ok76JSNfUKyWRj00dyMemBscycXc27sznDw8+ycIN+eyO74tn9D3ouOJAEqQP580SePOFHdzxyi5OHNmbM4/qy4xx/RjdN12jlomI9GBKXELcvczM7ga+DVwD/LGuzMwmEZzD5S13fz0c51cfFxHprsyM0YP68MtvfrZ+38a9B3hl9R7mr9nD0q1FHKisOei4qpoAr6/bx+vr9vGjZ1aRbtVU781jWFYCZx8/gYvPPIHR/dJJTui07oYiIhLDzN3brtXFmdls4H7gAXeffYh6acDLwCTgWuB/wATg70A/4FR3XxumGG+jUR+Xvn37smfPnnCcSkQkpgQCzsY9RTz47Ku8tXormwprSBg4ngOVtW0em5wQx0mjcjnzqL4cNziNowZkkpqaGoGoRUSkoyZNmsTKlStXtjayblu6deJiZof64a5z93ktHJMC3AJcCQwjOK/L/4Dvu/u2cMQZOm82DS0uL4wfP37sqlWrwnU6EZGYVl0b4L3NBSxYu5cFa/ayamdxu46rKdpDr/KdnDxhGLMvPY+j+veif2ayHjETEYkBSly6ITNbMXHixIkrVqyIdigiIjFhV2EZT77xAW8s38iqHUXkjJzEpvwyqmvb/huWmZLAxEGZTO2fwpDEA3xyxvGkp6lVRkQk0pS4dENKXERE2lZVE2DJ5gJeXbuXV9e2v1UmUFlGPyviC5fM5Kj+vTiqfy8GZqWoVUZEJMyUuHQTelRMROTIbN9/gH/N/4A3V20hIXcYm/ZXsKeksl3H9kpOYGh2IrV78zjtqH7MmjGNo0YMDnPEIiI9ixKXbkKd80VEOl9RWTWrdxXzTt5+/vLkaxQl5mLx7Zjo0gNMHpLNqaP7cMKI3oztn8GQnDTi49QqIyJyuJS4dBNqcRERCb/CA+U8Mn8J26vT2VhQxdrdJewubl+rTGK8UVOwgz5JNYzr34sbZ53PtGHZGo5ZRKSdjjRx0TwuMUITUIqIhF92Ripf+PhpTfYVlVezbncJ8x5/gYVrd7M/qS+WmnXQsdW1DpkD2QvsLYI3/rKIpIQ4jh2WzYkjczlueA4U7eTkYyaQmNiOVh0REekQtbjEIHXOFxGJnkAgwOpdxSzaWMCbG/axelcJ2wvLae+fy0BVOckVBVxw2jQmD8lh+shcJg/KJCFeX0iJSM+mR8W6CT0qJiISu8qranlj2VpeWLSMpZt2471HsLUikYrqQLuOT0+K59jhORSvX8KkAWnMPG4iZ04/hqSkpDBHLiISO5S4dBPqnC8i0rVU1QRYtq2Qtzft5+1N+1myYSelte1/Ajs1MY7R/TIY1SeDcQN6ccKI3kwemEFaipIZEemelLh0E2pxERHp+vYUlPDS28vYcSBAdXof3ttcwNKtRVTVtq9lhkAN8YXbGJRUwbUXnslpxxzFiNx0UhI1AICIdH1KXLoh9XEREek+KqpreW9LAU8tWsXz722gwNPwpPQOvcegrBRG9k0nqSyfoWk1XHjiBE6YPFaTZopIl6LEpRtS4iIi0r0VllWxaV8pm/aVsmHvAd7fUsiSvHwqa9v/HpnxNcyYPIypQ7IY2SedkX3SGdo7jUQNAiAiMUrDIYuIiHQx2WlJTBuWxLRhOfX7yiur+N+iD3n+vfWs3V+LZQ9ky/6y4DDMLSiuTeDJpTt4cumO+n2GQ2k+veMqOG3CEK489ySmDskmNUmPmolI16cWlxihPi4iItJcTW2AHYUVbMovZcWWvdzznxcpiMuBjNx2v0dCnDFhYCaTB2eSUnOAin3bOGnSKM44diI5vdLCGL2ISFN6VKyb0KhiIiLSXht27GP1vmqWbC5g/d4DbNp3gO0F5QQ6+Cd9UFYKxwzL5pih2UwblsPEAb1IS05Q3xkRCQslLt2EWlxERORIVFTXMH/xct5Yuo4lefvIGD6ZlbvLKKtqf8eZOIPq/K2kB8oY3iedqy85n+G5aRzVvxf9M1PCGL2I9ARKXLohdc4XEZHOUBtw1uwq4f2tBWzcW8pzb7zLrpIaalNzsISOzRfTPzOZyYN6sWfVO5wwqi8zp43llOOOJj5e/WdEpH2UuHRDSlxERCScKioq2VFUztq95by/tZAPthSybFsR5dUdGNYMyEhOYFjvNIbnpjGsdxqj+2WQVVPIqVNGk5Gu/jMi0pRGFRMREZEOSUlJZlRKMqP6Z3P+5IFAcCCA9zfu4vUP1rB0ww4ssx/l8Rnk5Zeyu7iyxfc5UFnDyp3FrNxZ3GR/4NF1xBfv4JIzjmX6uCEMzQkmNgOzUzRcs4gcNiUuIiIiQkJ8HCeMHcQJYwcdVLa3pJJl2wp54vUPeH3lVorisvCk1ltU4hKT8dyRPL6igMdXFNTvj48zEqsPkFS+n2G9jE/OPJ7zT5zIgMwUDQggIm3So2IxSI+KiYhILHN3Csuq2by/jC37y9iSX0pefhmL125nc2E1Ft+x70X7ZCQxbkAvhvVOo3L/DpKqSjh+/AhmHDuBPtkZYfopRCTS9KhYN9FsVLHEQCAQvWBEREQOwczISU8iJz2JY4ZmNyo5mtLySl56dxUfbNlPaXIuefllbN1fxq7iClr7rnTfgSr2rc9nIfmhPWn8a8seeGEPw3PTmDgwk0mDMpk4KJM+SbX0S09gQP9+Yf4pRSTWqMUlRmgeFxER6c4qqmtZv2M/T7y8kPc37WFLCSQOGM2OwooOv5cHavGyAvqnJ3D6cZMY1SedSYOzmDQok369NGyzSKzSqGLdhOZxERGRnij/QCUf7igmb18pW/JLefylNyisjqcmNYe4xI4nIdnJxoGtq+mTVMNRg3tz3acvYmjvVIbkpJGSqKGbRaJJiUs3pD4uIiLS01VVVbO9qILVuw6wcmcxq3YWs3JHMTsKy+EwO/IPykrhqP4Z7Fj5DuMHZHLiuCFc+pHTSEvp2Jw2InJ4lLh0Q0pcREREWlZRXcOHG3ew+MP1xGX2pag2kdU7i1mxo5g9JS0P23woZtCvVzJDctIYnJ3K4JxUDuzYwOQhOcw4djz9+/QOw08h0jOpc76IiIj0GCmJCRw/bhjHjxt2UNnekkpefHc1ry3bwIY9xVhGHyri09lRWE5NoOUvat1hd3Elu4srWbK5Yehm1hbgL73BkKwkpo3sx6i+GQzJTmVITirJtaWMHdyXzAxNsikSSUpcREREpFvo2yuZK2cezZUzj26yv6Y2wM6iCtbtKeGFxStZ8P5a8muTqU7NBWt9QkyLi2d7SS3bl+08qMw9gJXuZ9KQHM445ijG9e/FUf17MbJPOqlJ6ksjEg5KXERERKRbS4iPY2jvNIb2TuOs8f3hmpkAVNUE2FVUwbaCMrYVlrO9oJwP83ay4L011KT3xRJa7/tiFgcZfVhRCCsWbGhSlmI1VBXsold8DZNHDuS8U49lbL9eHNU/g9yM5HD+qCLdmhIXERER6ZGSEuIYlpvGsNzGj3wdBZxJdU0tSzfsYFdlPKt3lrC1oIxtBeVsKyhjV1F5MHFpRYUnQPYQioCF+2Dhfxv6rPbJSKJfci271n/IwMwkJo4YyKc/ejaDc1IZkJlCfNzhDTwg0hOoc36M0HDIIiIiXcOB8kreXbmBRSs3kTZwLOv3lrJ2dwkb95ZSVXv4E0gnJ8Qxqm8GI3KS2fTBm4zp34upIwfwqY+eTU56MnaYo6mJxAqNKtZNaAJKERGRrq024OwpqeCN91by/totrN+RT98R49lbGc/aPSUUllUf9nunJcUzKDuVQdmpDO+dxt4NyxnVJ53pE4Zx8tETSE7WI2gS+5S4dBNqcREREem+3J29BypZt/sAzy9axtJ1W9lZXElSzgDKLZX80qrDfu/URGNkn14Myk5lcHYKg7JTqdy/k4G9Ejl16hgG9cvtxJ9E5PBpOORuwt0LgUIAM6uOi2v92VkRERHpWsyMfr1S6NcrhVPHnHVQeVlVDRv3lrJ+zwEWvL+Gt1ZsoqA2iZrkLAJ26FHKyqudlTuLWbmz+ODCl/aRmVDLlBH9GN03g6E5aQzMTiGhsoTMxADHjBtJWmpKZ/2YImGlxEVEREQkytKSEpg8OIvJg7O4ZNrg+v3uzv7SKnYWVbA9NPLZ++u388q7KylN6AUpmW2+d3FNPAvX57Nwff5BZR5YR4ZVcfy4YYzsk86ovumM6pNBn1ToFV/DoAH91bdGYoYSFxEREZEYZWbkZiSTm5HM5MFZwZ2njYTZpwFQVFbFxn2l9UnNjsLgyGfzFy+jNrU3lnjovi8WF08pqby6di+vrt3bpMw9QKCskF5x1cw88RiG9U5jZG46I/umM7x3GunxtaSnp4fl5xZpiRIXERERkS4qKy2JacOSmDYsp2nB7OnU1gZYvnEbhbXJbMovY+PeUnYUlrOzqII1W3dTm5B6yPc2iyM+vTdlwDMtTMIZqCyF0gJSqeCij5zJ4Jw0BmalMDQnjeF90umfkURCgibjlM6jxEVERESkG4qPj+OYscMAmNFCeWFJGe+t3sQBS2VPOWzcV8rGvQfYtK+U3UUV0MYjYnHJ6ZCcTiXw6JLtB1eoqYLSfaTVlnLuqccxZfQQBmenMiQnlcHZqWSlJqA+vdIRSlxEREREeqDsXmmcdULLgztV1QRYs3U3763eRCnJVCdmsjm/lE35pWzaV9q+oZ0TkiBrEGXAE6uKeWLVyibFcYFqAiX7SPVyjh03glOOmcDg7FQG5wSHfe7fK5mEeCU20kCJi4iIiIg0kZQQx5SRA5kycmCL5XuLy3h39WY+3LCN/ZVOZr+h7CyqYGdROXn5ZewtqWzzHIG4RMgaSDmwcDcsfH5Nk3LDCRzYT0ptKWMGZPGxM6czvHc6w3PTGJqTRmZqggYO6GGUuIiIiIhIh/TNTOOC6RO4YPqEFssLDpTz5rJ1fLBhOxv3HKDfyPFsLwwOHrC9oJzy6to2z+EYlpFLJbmsKIcV/2ua2KTEQ3n+DlK9gv4ZiXz6Y2fXT9I5ODuV/pkpJCWoxaY70QSUMcjMVkycOHHiihUroh2KiIiISKdydwrKqnlz6WpWbNrBuh359Bsxgf0VHhwdrbCc/UcwIWcdM6g9UEBidQkZcdVcdPZpjB6Q0yS5UT+byNIElCIiIiLSZZgZvdOTuPCUqVx4ytQW65RX1bJ4xXreW5PH6m37SO0zlAOWxpb9pWzZX0ZFdaDN87hDXHoOteRQBPz9nZ1A09HRrLYKL91PSqCck6aOY9pRIxiUncLgUHLTr1cSacmJnfBTS2dQ4iIiIiIiMSU1KZ4zp43jzGnjDiqrm5Rz+YZtLF6xnvU78qlNziK59wC2F1awo7C8XX1sADw+CTIHUAEs2FLFgi1rD6oTKCsksaqEsYNzOf3YSfWtNYOyU+mfkUhOehIJCfpIHQm6yjHCzLKB7NBmYiDQ9jcJIiIiIj1N3aScM44ezYyjR7dYp7Kmlg079vPW0tWs2baXfWW19Bsxrr6fzY7Cinb1swGIS8umNi2b1aWw+vVNB5UHqiuIKy+kd2ocZ590LAOzUhiYncrArBT690oi1SsYPqi/BhLoBEpcYscc4Na6jfz8/OhFIiIiItKFJSfEM3FYXyYO69tiubuTf6CCt5auYWXeTjbsKmD4+KPZWVwZHECgsJw9JZW0pyt4XGIKJA5gP/Dokm0t1glUlhFfWcTpx01hcE4qA7OCic2g7FQq9u9k3ND+DB7QV8lNG9Q5P0Y0a3F5Yfz48WNXrVoVvYBEREREerCqmgDL12/hg3VbWbttL5kDh3MgkMi2gvL65KY9fW3aK1BezKiBvRk9oDcDslIYmJXCgKxgYpOdBFPGDGVYF2+5Uef8bsLdC4FCADOr1ggXIiIiItGTlBDHceNHcNz4ES2Wuzs78ot4f81mVubtIJCcBem92VlUzs7CCnYUlbOzsIxab1+iEZeaSV5hDXmFe1qpsYckq2VEvywGZKUyMDOFAVkpWEUhFft3MW5of6aNH8nwgd235UaJi4iIiIhIB5kZg/tkM7hPNheeenSLdWprA2zYvodl67eyu6SK1NxB7CwqZ0dRBTsLy9maX8qekkqsnV9YV3k8a3cfYO3uA81K4mHVPnhhH6mJ8aHWmuCSmRBg65plDO+Xzfhh/Tnr5GPpnZZEXFzXS26UuIiIiIiIhEF8fBxHDRvAUcMGtFqnuqaW9dv38uHG7aT0Hsju4gp2FlWwq6iCnUXlLF27mZqkDCwuvl3nLK+uZeO+UjbuK220ty8UAev2w8svkRQfx2M3nMzUIdlH9PNFmhIXEREREZEoSUyIZ8LwAUwY3lpycyo1tQE27dxHUbWxr7SWXUXl7CwOJjeLlq5mT0kVgZRMLCGpXeesqg2Qm5HceT9EhChxERERERGJYQnxcYwd0q/lwsunARAIBMg/UMmeA1Wh1poKdhdX8M6K9Sxbv4UKS4G03gTiEjCDfr2UuIiIiIiISITFxcXRNzOVvpmpTBqU1VBwbsMknu5OSWUNe4orSYzvegNBKXEREREREekBzIzMlEQyUxKjHcph6XqploiIiIiI9DhKXEREREREJOYpcRERERERkZinxEVERERERGKeEhcREREREYl5SlxERERERCTmKXE5QmYWb2bfMrNyM5sR7XhERERERLojJS5HwMwGAPOBMUBKlMMREREREem2NAHlkckAbgSKgS9EORYRERERkW6r27e4mFmKmf3YzKrMbF47699qZmvMrMLMdpjZfWY2uHldd1/v7svCEriIiIiIiNTr1i0uZjYT+DPQB0hsR/0U4GVgCjAbeA6YCPwDeN/MTnH39WELWEREREREWtRtW1zM7ArgceA3wDfaedgPgFOAW9z9P+5e7u5LgMsIJj/zwhGriIiIiIgcWrdNXIBNwER3/z3gbVU2s1TgJqAKeKBxmbsvBxYBp5rZaWGIVUREREREDqHbPirm7os6eMhZBDvbv+PuB1ooXwicDFwMvHGE4QFgZitaKRrdGe8vIiIiItJddOcWl446OrTe1Ep53f6pEYhFREREREQa6bYtLodhYGi9v5Xygmb1jpi7T2ppf6glZmJnnUdEREREpKtT4tIgLbSuaqW8slk9AMzsOSAntDnXzAqBT7v73iOIZeiGDRuYNKnFvEZEREREpMvZsGEDwNDDPV6JS4Oy0DqplfLkZvUAcPcLwhFLZWUlK1eu3BqG925LXf+aDVE4txxM9yO26H7EFt2P2KL7EVt0P2KL7kfQUJp9lu4IJS4NdoXWvVspr2tV2RnuQNx9QLjP0Zq6AQNae4xNIkv3I7bofsQW3Y/YovsRW3Q/YovuR+dQ5/wGH4TWI1spr9u/LPyhiIiIiIhIY0pcGswHSoGpZpbeQvkpofWTkQtJRERERERAiUs9dy8D7ibYl+WaxmVmNongHC5vufvrUQhPRERERKRHU+LS1B3AIuBnZnapmaWa2bHAI0A+MDuawYmIiIiI9FTdOnExMzczB+4P7bq2bp+ZzW5eP9TqMhP4NXAXUAg8AywGprn72ogELiIiIiIiTZi7RzsGERERERGRQ+rWLS4iIiIiItI9KHEREREREZGYp8RFRERERERinhIXERERERGJeUpcREREREQk5ilxERERERGRmKfERUREREREYp4SFxERERERiXlKXAQAM0sxs1vNbI2ZVZjZDjO7z8wGRzu27sjMzjKze81sbeh6l5nZCjO7y8z6HOK4q83sbTMrNbP9ZvasmZ0cydh7CjMbZmbFZuZmNuMQ9XRPwsTMjjGzv5nZFjOrNLO9oWv9czPLaKG+7kWYmNkpZvaYmW0I/Z9VYGYLzOyKQxyj+3GEQn+bf2xmVWY2rx31O3zNzewkM3smVL/UzBab2TWd9kN0I+29H2Y23szuNLMlZlYS+v9rs5k9YGZT2jiH7schKHERzCwFeBn4BnALkAN8HDgZeN/MxkQxvG7HzL5C8HofD3wJ6AuMBR4A5gDLWrrmZvYr4G/A08Ag4BigAnjdzC6NROw9zF+BXoeqoHsSPmb2RWARsBY4FcgEPgLUAt8E+jSrr3sRJmZ2A7AQGAdcDfQGpgP7gAfN7NctHKP7cYTMbCawDLgBSGxH/Q5f89D+N4DKUP1BoeMfCL2fhLT3foQSk5XA54G5wGhgAMHPWOcCS8zsklaO1f1oi7tr6eEL8BPAga802z8FCABvRDvG7rQQ/NBVCQxtoezO0L14ttn+j4T2P9psfyqwBSgE+kT7Z+suC/AFoABYFbruM1qoo3sSvut/Ruj/nq+3UHYUsBoYrHsRkXuRCBSFru8JLVzf/FDZUbofnXrdrwhdp68A14Wu57xD1O/wNSf4pVlRqDylWdljofc7J9rXIhaWjtwPgl9KOjCrhbLzQ2X5LVxz3Y92LGpx6eHMLBW4Cagi+I1/PXdfTvAbz1PN7LQohNdd7QIecvetLZQ9GVp/xMziG+2/ObT+S+PK7l4O/APIIth6I0fIzIYBPyfY+rX7EFV1T8Lnl0AxcHfzAndf6+7j3X17o926F+GTQ7C1C2BF44LQ9d0Q2pzWqEj348htAia6++8JfmBty+Fc8y8RvLd/d/eKZmV173MzAh27H6XAOzT8PW/sBYKtYHWtlo3pfrSDEhc5C8gAlrr7gRbKF4bWF0cupO7N3f/h7rNbKS6qqwYYgJllAmeG9r3VwjG6R53rHuBNd3+gtQq6J+FjZhMIfmP5prtXtaO+7kUYufseoO5LlkmNy0KPGY8Obe4M7dP96ATuvsjdd7Sn7hFc84ualTf2Zuj9ZoTev0fryP1w91XuPj2UNDYvCwB1n7WsWbHuRzsocZGjQ+tNrZTX7Z8agVgExofWC929JvR6MhAP7G0luay7R5PNTL/TR8DMPg+cRPBRsUPRPQmfutbdzWZ2rpnNDw2SUGZmH5jZ180soVF93Yvwu4pg6+N9ZnaymaWa2ViC3+T3Jvjtct2HLd2PyOvwNQ+16E9uVl4v9D77Qu87qXm5HB4LDr7Th2CL8nuN9ut+tJP+05CBofX+VsoLmtWT8LqG4LcqP2y0r733KAXIDk9Y3Z+ZDQV+AXyzlcf4GtM9CZ+xofV5wCMEW8CGA2MIfjj+JfDfRo9S6l6Embu/BpwIrCH4zW8ZwUETZgJ/Aj7i7rWh6rofkXc41zw7tN2e4/T3v/NcHVr/2t1LGu3PRvejXZS4SFpo3dojGZXN6kmYmNn5BJuK57r7K42K2nuPGteVjrsHeMfd72lHXd2T8MkKrUcSTCIfdPcCd9/h7l8h+C3lR4HPherpXoSZmX0ceJ/gPTmN4Gh7E4B5QDJNR9/T/Yi8w7nmja+9/v5HgJkNBL4PLAZ+3KxY96OdlLhIWWid1Ep5crN6EgZmNo7gMJb/Ab7VrLi996hxXekAM7ue4Aey69t5iO5JZDzYwr66vkdXhta6F2FkZsOBfxEcXeyj7r7Q3Q+4+2qCIyROJTiE+/DQIbofkXc417zxtdff/zAzszTg38Be4CJ3r25WRfejnZS4yK7Quncr5Tmh9c4IxNIjmdlI4EWCj2Bc0eiRizrtvUcVBIdrlA4wsyEEHz+62d3z2nmY7kn41D0msc/dW/oDnRdaHxVa616E1+UEv+F9xd2bjLLnwXFaHyJ4jW8L7db9iLzDueaFoe32HKe//0cgNIjFE0AuweGMWxqtshDdj3ZR4iIfhNYjWymv278s/KH0PKEOrq8RnHDqU62MorSc4JwWfc0svYXyunv0YWjEEumYcwgOQfk7M/PGC8GRegDmN9o/A92TcFoZWrf2rWPdSDx111X3Irzqrl9rH5bqRlo6LrTW/Yi8Dl/z0BdkHzYrr2dmGQQ7kdfSbBhsab/Q/XiGYL+UM1rrP6n70X5KXGQ+wTHHp7byH94poXVL45HLETCziQSTlheAqxqNIoaZfTPUWRx3LwZeJfiB7eQW3kr36Ai4+zx3t5YWgtcdYGaj/Qt0T8LqJYIfwjLNrKVvHkeE1qtAvx8RsC+0HtRKed3+KtD9iIYjuOZPNStv7OTQ+70aen/poNCwxf8j2G9vRuOWFjObZWbNr7vuRzsocenhQo9i3E3w2clrGpeZ2SSCvyxvufvrUQiv2zKzYwj+oXkMuL6Fbx5/TsP8CAB3hdafb/Y+KQSHKi0mOLqPRI7uSRi4+06CfSoAZrdQpe7/qb822qd7ET51H3Znmlm/xgVmZgQfJYPg4651dD8i73Cu+Z+AEuDqUL3G6t7nLqTDzCyH4O9EHHC2u+c3q3IDcG6zfbof7aDERQDuABYBPzOzS0Nj9B9LcCjSfFr+8CCHycyOB14h+Nx4X+AhM/tX46X5Me7+P+C3wGVm9j0zywy1yPwDGAJ8zt33RvDH6PF0T8JqDsGhd28LfTOZamYDzOxu4FjgHnd/uK6y7kX4uPti4FcEJyp+JjSPS3poQJG/E5ws9EPgZ42O0f2IsMO55qHJRT8bKv+HmQ0NHfc94NPAb939+cj+JF2fmeUS/Bs/nWCfvT+38Dd+YvPjdD/ayd21aIHg+OG3A+sIDrm3E7gfGBLt2LrbAswlOFdLW8uMFo69huBkb6UEO/M9B5wS7Z+pOy0EH0Vq7Z4s0D2J2H3IIvhhuO7/pEKCj7ZefohjdC/Cdz8uCV3PvUANwW+G3wW+A6TrfoTlmh/q78PszrrmBB9NejZUvzR0fIvv35OX9t6P0O9Ke/7G36b70fHFQhdJREREREQkZulRMRERERERiXlKXEREREREJOYpcRERERERkZinxEVERERERGKeEhcREREREYl5SlxERERERCTmKXEREREREZGYp8RFRERERERinhIXERERERGJeUpcREREREQk5ilxERERERGRmKfERUREDsnM8szMD7GUmtkSM/uqmcWHMY4xzc57W7PyJDN7P7QkhSuOjjCzES1cr3+F8XzjWzjfvHCdT0QkkpS4iIjIIbn7CHe3RrtGuruF9mUCFwLJwFwgbB/K3X196JzXtVIlERgSWhLDFcdh2lx3zdz98nCdxN1XN7o3rV0nEZEuSYmLiIgcNncvcff5wJWhXZ8ys1OjFEspMBoYHXotIiLdiBIXERE5Yu6+DCgObZ4UxTiK3b247ZoiItLVKHEREZHOUvc4WeVBBWYXmNn9ZrYq1CemxMzeNLOrW30zs1Fm9i8z229mZWb2rpnNaqXu7Gb9OmY0Kitsqb9HC/1PZjd7TzOza83sLTPLN7NiM1tqZr/rrFYlM6tpHJuZHW1mL5rZATPbZWZ/MLP0UN3PmNkKM6sws/Vmdn1nxCAi0lUocRERkSNmZkcDvQAH3mihyv3A0cA1QC4wAXgR+JuZ3dHC+40GFgHnArOB3sAngUuBq5rXd/d5oX4dD7RQlg3MbGF/XuiY21v5sX4M/BW4l+AjaIOB7wKXAf9s5ZgOcfeERrGNAe4E5oTOdSdwAzDPzK4ChgEzCF67bcA9ZnZBZ8QhItIVKHEREZHDZma9zGwmwQ/ytcD33P2DFqp+CFzn7u+4e4W7b3P3W4EngW+bWd9m9X8P9AXmuPuToWM2A1cD48P2AzX1RWCZu//V3QtD/XmeBr4XpvOd+P/bu5sQq8o4juPfP4nR2ItGUFHmDPQGEUFhFEQSCRloVNAiCJqUatEuN22kRS8WBU25sU1ltigogghy0wsEgZWJgUapzAtWUIFNQQZG/xbPuXS8c67j3JlbR/l+NmfmOed5znNnM/Ob5w1Yn5l7M3M6M8eAfcDdwOrM3JyZP2fmOPBYVWfDgPoiSa1jcJEkzdV4Z3oTZV3LR8BO4OrMfLqpQmauzsw9Dbf2AIspf7QDEBEXAbcBfwFvd7VzFHhrQT7F7BK4IiKu6yp/A1g1gPftzMwfu8q+pfyu/rSr/Jvq+l+FOEn63xlcJElzNVJNsVoMXA/sB+6nTOtqFBHLI+KliNhXrd/oBJ9N1SPn1h6/trpOZeYfDc1NzPsTnJjngSXA59W6k4ci4oLMPFKN/iy0Qw1lnY0Gvq8XZuZ09eWSAfRDklrJ4CJJ6ktmHs3ML4B7qqLnIuLy7ueqsq+BB4FngeHaWSOd9SX130fnVNdeWxr/Pu/On4DMfAa4HfiAMsLyMnAoIt6LiEsH8Mo/+7gXPcol6ZRjcJEkzUs1Bex1yqGPmxoe2QgsBbZm5rbM/GWWJn+trr1GE87qp5vHuTfUs1LmjsxcC5wPrAd2A+uAzyJiWR/9kCT1yeAiSVoIT1EW59/bMBoxUl2/a6h3RkPZV5SgcUlENIWKFX3070h1bQpDFzdViIg7I+JMgMw8nJmvUqbGfUjZOGAQ61wkST0YXCRJ85aZByk7i51G2TK4bqq6XtNQ9aaGtn4AdgCL+HcaGgARsQhoPMtlFvuBvylbCdfbGwLW9KjzLnBzV98S2Ft927T+RpI0IAYXSdJCeZIy6nJfRIzUyrdQ1mhsiIiHI2JZRFwYEWPAjT3aegT4CXghIu6IiNMjYjnlnJbpHnV6yszDwPvAVRHxaEQsrUaGtgO7jlN1LCJurbZ9Pjsi7qJsRLAL+Hiu/ZAk9S/KP48kSWoWERM0T8+6JTM/6Xp2O8ceELkyM7+sDqh8AlhJOYByCniHMkKzsfNwtWC/09YIsJmyW9kQcADYSlm0/0rtHeuA8yiHXB6jq71lwIvAWsoUtd2U0aFVwOO1apdl5oGIWEMZ3bmBciBkApOU7Zi3ZOZvzCIihoFxYDIzhxvuTzDzZ/sAZee07mA0mZnDEfEaJTzVbcvM0a62Ryk/kxn3JOlkZHCRJGlAZgsuA373KAYXSacQp4pJkiRJaj2DiyRJg7eic+hmRLw5qJdExJW1wz1nTJ2TpJOZU8UkSZIktZ4jLpIkSZJaz+AiSZIkqfUMLpIkSZJaz+AiSZIkqfUMLpIkSZJaz+AiSZIkqfUMLpIkSZJaz+AiSZIkqfUMLpIkSZJaz+AiSZIkqfUMLpIkSZJaz+AiSZIkqfUMLpIkSZJaz+AiSZIkqfX+AZxQd2SbKC2rAAAAAElFTkSuQmCC", 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a/docs/src/examples/test_1D/test_1D_only_CO.py +++ /dev/null @@ -1,135 +0,0 @@ -import matplotlib.pyplot as plt -import numpy as np -import torch - -from torch.optim import Adam -from tqdm import tqdm -from astropy import units, constants - -from pomme.model import TensorModel, SphericallySymmetric -from pomme.lines import Line -from pomme.loss import Loss, diff_loss - -from test_1D import forward, get_model, line, frequencies, velocities, r_in - - -def get_initial_model(from_model, nCO): - - # Define and initialise the model variables - model_1D = TensorModel.load(from_model) - model_1D['log_CO'] = np.log(nCO) * np.ones(model_1D.shape) - - # Explicitly set all model variables fixed except log_CO - model_1D.fix_all() - model_1D.free('log_CO' ) - - # Create a spherically symmetric model form the 1D TensorModel - spherical = SphericallySymmetric(model_1D) - - return spherical - - -def steady_state_cont_loss(spherical, r): - """ - Loss assuming steady state hydrodynamics, i.e. vanishing time derivatives. - """ - log_rho = spherical.model_1D['log_CO'] - log_v_r = spherical.model_1D['log_velocity'] - - rho = torch.exp(log_rho) - v_r = torch.exp(log_v_r) - - # Continuity equation (steady state): div(ρ v) = 0 - loss_cont = spherical.model_1D.diff_x(r**2 * rho * v_r) - - # Compute the mean squared losses - loss = torch.mean((loss_cont/((r**2)*rho))**2) - - # Return losses - return loss - - -def fit(loss, spherical, obs, N_epochs=10, lr=1.0e-1, w_rep=1.0, w_reg=1.0, w_cnt=1.0): - - r = spherical.model_1D.get_coords(origin=np.array([0])) - r[r" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, axs = plt.subplots(nrows=2, ncols=2, dpi=350, figsize=(9,4), gridspec_kw={'width_ratios':[3,1.3], 'height_ratios':[2,1], 'wspace':0.25, 'hspace':0.07})\n", - "\n", - "axs[0,0].set_title('Model Parameters')\n", - "axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_10 ['log_CO']).data, linewidth=0.7, c='tab:blue', label='Reconstructions (without continuity prior)')\n", - "axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_10_2 ['log_CO']).data, linewidth=0.7, c='tab:orange', label='Reconstructions (with continuity prior)')\n", - "axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_50 ['log_CO']).data, linewidth=0.7, c='tab:blue')\n", - "axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_50_2 ['log_CO']).data, linewidth=0.7, c='tab:orange')\n", - "axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_100 ['log_CO']).data, linewidth=0.7, c='tab:blue')\n", - "axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_100_2['log_CO']).data, linewidth=0.7, c='tab:orange')\n", - "axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_truth ['log_CO']).data, c='k', linestyle=':', label='Model')\n", - "axs[0,0].set_xticklabels([])\n", - "axs[0,0].set_yscale('log')\n", - "axs[0,0].set_ylabel(r'CO abundance [m$^{-3}$]')\n", - "# axs[0,0].set_xlabel(r'Radius [$\\times 10^{3}$ au]')\n", - "axs[0,0].legend(frameon=False)\n", - "\n", - "tr = torch.exp(model_1D_truth ['log_CO']).data\n", - "\n", - "axs[1,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_10 ['log_CO']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "axs[1,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_10_2 ['log_CO']).data-tr)/tr, linewidth=0.7, c='tab:orange', label='Reconstructions')\n", - "axs[1,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_50 ['log_CO']).data-tr)/tr, linewidth=0.7, c='tab:blue')\n", - "axs[1,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_50_2 ['log_CO']).data-tr)/tr, linewidth=0.7, c='tab:orange')\n", - "axs[1,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_100 ['log_CO']).data-tr)/tr, linewidth=0.7, c='tab:blue')\n", - "axs[1,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_100_2['log_CO']).data-tr)/tr, linewidth=0.7, c='tab:orange')\n", - "axs[1,0].set_yscale('log')\n", - "axs[1,0].set_ylabel(r'Relative error [.]')\n", - "axs[1,0].set_xlabel(r'Radius [$\\times 10^{3}$ au]')\n", - "\n", - "# plt.title(\"Model & Reconstruction\")\n", - "axs[0,1].set_title('Synthetic Observations')\n", - "axs[0,1].plot(velocities/1.0e+3, img_10 .data/obs.data.max(), c='tab:blue', linewidth=0.7, label='Reconstructions')\n", - "axs[0,1].plot(velocities/1.0e+3, img_10_2 .data/obs.data.max(), c='tab:orange', linewidth=0.7, label='Reconstructions')\n", - "axs[0,1].plot(velocities/1.0e+3, img_50 .data/obs.data.max(), c='tab:blue', linewidth=0.7)\n", - "axs[0,1].plot(velocities/1.0e+3, img_50_2 .data/obs.data.max(), c='tab:orange', linewidth=0.7)\n", - "axs[0,1].plot(velocities/1.0e+3, img_100 .data/obs.data.max(), c='tab:blue', linewidth=0.7)\n", - "axs[0,1].plot(velocities/1.0e+3, img_100_2.data/obs.data.max(), c='tab:orange', linewidth=0.7)\n", - "axs[0,1].plot(velocities/1.0e+3, obs .data/obs.data.max(), c='k', linestyle=':', label='Model')\n", - "axs[0,1].set_ylabel(r\"Intensity [.]\")\n", - "# axs[0,1].set_xlabel(r\"Frequency [km/s]\")\n", - "axs[0,1].set_xticklabels([])\n", - "# ax2.legend()\n", - "\n", - "tr = obs .data/obs.data.max() \n", - "\n", - "axs[1,1].plot(velocities/1.0e+3, abs(img_10 .data/obs.data.max()-tr)/tr, c='tab:blue', linewidth=0.7, label='Reconstructions')\n", - "axs[1,1].plot(velocities/1.0e+3, abs(img_10_2 .data/obs.data.max()-tr)/tr, c='tab:orange', linewidth=0.7, label='Reconstructions')\n", - "axs[1,1].plot(velocities/1.0e+3, abs(img_50 .data/obs.data.max()-tr)/tr, c='tab:blue', linewidth=0.7)\n", - "axs[1,1].plot(velocities/1.0e+3, abs(img_50_2 .data/obs.data.max()-tr)/tr, c='tab:orange', linewidth=0.7)\n", - "axs[1,1].plot(velocities/1.0e+3, abs(img_100 .data/obs.data.max()-tr)/tr, c='tab:blue', linewidth=0.7)\n", - "axs[1,1].plot(velocities/1.0e+3, abs(img_100_2.data/obs.data.max()-tr)/tr, c='tab:orange', linewidth=0.7)\n", - "axs[1,1].set_ylabel(r\"Intensity [.]\")\n", - "axs[1,1].set_xlabel(r\"Frequency [km/s]\")\n", - "axs[1,1].set_ylabel(r'Relative error [.]')\n", - "axs[1,1].set_yscale('log')\n", - "\n", - "plt.savefig('test_1D_only_CO', bbox_inches='tight')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# CO and T\n", - "---" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "truth_model_name = 'models/test_model_1D.h5'\n", - "recon_model_name_30_1000 = 'models/test_model_1D_rec_CO_30_tmp_1000.h5'\n", - "recon_model_name_30_1000_2 = 'models/test_model_1D_rec_CO_30_tmp_1000_2.h5'\n", - "recon_model_name_10_3000 = 'models/test_model_1D_rec_CO_10_tmp_3000.h5'\n", - "recon_model_name_10_3000_2 = 'models/test_model_1D_rec_CO_10_tmp_3000_2.h5'\n", - "recon_model_name_100_2000 = 'models/test_model_1D_rec_CO_100_tmp_2000.h5'\n", - "recon_model_name_100_2000_2 = 'models/test_model_1D_rec_CO_100_tmp_2000_2.h5'" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "model_1D_truth = TensorModel.load(truth_model_name)\n", - "model_1D_recon_30_1000 = TensorModel.load(recon_model_name_30_1000)\n", - "model_1D_recon_30_1000_2 = TensorModel.load(recon_model_name_30_1000_2)\n", - "model_1D_recon_10_3000 = TensorModel.load(recon_model_name_10_3000)\n", - "model_1D_recon_10_3000_2 = TensorModel.load(recon_model_name_10_3000_2)\n", - "model_1D_recon_100_2000 = TensorModel.load(recon_model_name_100_2000)\n", - "model_1D_recon_100_2000_2 = TensorModel.load(recon_model_name_100_2000_2)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "model_1D_recon_30_1000 ['log_velocity'].data =torch.log( 1/v_fac * torch.exp(model_1D_recon_30_1000 ['log_velocity']))\n", - "# model_1D_recon_30_1000_2['log_velocity'].data =torch.log( 1/v_fac * torch.exp(model_1D_recon_30_1000_2['log_velocity']))\n", - "model_1D_recon_10_3000 ['log_velocity'].data =torch.log( 1/v_fac * torch.exp(model_1D_recon_10_3000 ['log_velocity']))\n", - "model_1D_recon_10_3000_2['log_velocity'].data =torch.log( 1/v_fac * torch.exp(model_1D_recon_10_3000_2['log_velocity']))\n", - "model_1D_recon_100_2000 ['log_velocity'].data = torch.log(1/v_fac * torch.exp(model_1D_recon_100_2000 ['log_velocity']))\n", - "model_1D_recon_100_2000_2['log_velocity'].data = torch.log(1/v_fac * torch.exp(model_1D_recon_100_2000_2['log_velocity']))" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "r = model_1D_truth.get_coords(origin=np.array([0]))\n", - "r[r" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, axs = plt.subplots(nrows=4, ncols=2, dpi=350, figsize=(9,8), gridspec_kw={'width_ratios':[3,1.3], 'height_ratios':[2,1,2,1], 'wspace':0.25, 'hspace':0.07})\n", - "\n", - "axs[0,0].set_title('Model Parameters')\n", - "axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_30_1000 ['log_CO']).data, linewidth=0.7, c='tab:blue', label='Reconstructions (without hydrodynamics prior)')\n", - "axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_30_1000_2 ['log_CO']).data, linewidth=0.7, c='tab:orange', label='Reconstructions (with hydrodynamics prior)')\n", - "axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_10_3000 ['log_CO']).data, linewidth=0.7, c='tab:blue')\n", - "axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_10_3000_2 ['log_CO']).data, linewidth=0.7, c='tab:orange')\n", - "axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_100_2000 ['log_CO']).data, linewidth=0.7, c='tab:blue')\n", - "axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_100_2000_2 ['log_CO']).data, linewidth=0.7, c='tab:orange')\n", - "axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_truth ['log_CO']).data, c='k', linestyle=':', label='Model')\n", - "axs[0,0].set_xticklabels([])\n", - "axs[0,0].set_yscale('log')\n", - "axs[0,0].set_ylabel(r'CO abundance [m$^{-3}$]')\n", - "# axs[0,0].set_xlabel(r'Radius [$\\times 10^{3}$ au]')\n", - "axs[0,0].legend(frameon=False)\n", - "\n", - "\n", - "axs[2,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_30_1000 ['log_temperature']).data, linewidth=0.7, c='tab:blue', label='Reconstructions (without hydrodynamics priors)')\n", - "axs[2,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_30_1000_2 ['log_temperature']).data, linewidth=0.7, c='tab:orange', label='Reconstructions (without hydrodynamics priors)')\n", - "axs[2,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_10_3000 ['log_temperature']).data, linewidth=0.7, c='tab:blue')\n", - "axs[2,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_10_3000_2 ['log_temperature']).data, linewidth=0.7, c='tab:orange')\n", - "axs[2,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_100_2000 ['log_temperature']).data, linewidth=0.7, c='tab:blue')\n", - "axs[2,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_100_2000_2 ['log_temperature']).data, linewidth=0.7, c='tab:orange')\n", - "axs[2,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_truth ['log_temperature']).data, c='k', linestyle=':', label='Model')\n", - "axs[2,0].set_ylabel(r'Temperature [K]')\n", - "\n", - "tr = torch.exp(model_1D_truth ['log_CO']).data\n", - "\n", - "axs[1,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_30_1000 ['log_CO']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "axs[1,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_30_1000_2 ['log_CO']).data-tr)/tr, linewidth=0.7, c='tab:orange', label='Reconstructions')\n", - "axs[1,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_10_3000 ['log_CO']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "axs[1,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_10_3000_2 ['log_CO']).data-tr)/tr, linewidth=0.7, c='tab:orange', label='Reconstructions')\n", - "axs[1,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_100_2000 ['log_CO']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "axs[1,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_100_2000_2 ['log_CO']).data-tr)/tr, linewidth=0.7, c='tab:orange', label='Reconstructions')\n", - "axs[1,0].set_yscale('log')\n", - "axs[1,0].set_ylabel(r'Relative error [.]')\n", - "# axs[1,0].set_xlabel(r'Radius [$\\times 10^{3}$ au]')\n", - "\n", - "tr = torch.exp(model_1D_truth ['log_temperature']).data\n", - "\n", - "axs[3,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_30_1000 ['log_temperature']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "axs[3,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_30_1000_2 ['log_temperature']).data-tr)/tr, linewidth=0.7, c='tab:orange', label='Reconstructions')\n", - "axs[3,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_10_3000 ['log_temperature']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "axs[3,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_10_3000_2 ['log_temperature']).data-tr)/tr, linewidth=0.7, c='tab:orange', label='Reconstructions')\n", - "axs[3,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_100_2000 ['log_temperature']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "axs[3,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_100_2000_2 ['log_temperature']).data-tr)/tr, linewidth=0.7, c='tab:orange', label='Reconstructions')\n", - "axs[3,0].set_yscale('log')\n", - "axs[3,0].set_ylabel(r'Relative error [.]')\n", - "axs[3,0].set_xlabel(r'Radius [$\\times 10^{3}$ au]')\n", - "\n", - "# plt.title(\"Model & Reconstruction\")\n", - "axs[0,1].set_title('Synthetic Observations')\n", - "axs[0,1].plot(velocities/1.0e+3, img_30_1000 .data/obs.data.max(), c='tab:blue', linewidth=0.7, label='Reconstructions')\n", - "axs[0,1].plot(velocities/1.0e+3, img_30_1000_2 .data/obs.data.max(), c='tab:orange', linewidth=0.7, label='Reconstructions')\n", - "axs[0,1].plot(velocities/1.0e+3, img_10_3000 .data/obs.data.max(), c='tab:blue', linewidth=0.7, label='Reconstructions')\n", - "axs[0,1].plot(velocities/1.0e+3, img_10_3000_2 .data/obs.data.max(), c='tab:orange', linewidth=0.7, label='Reconstructions')\n", - "axs[0,1].plot(velocities/1.0e+3, img_100_2000 .data/obs.data.max(), c='tab:blue', linewidth=0.7, label='Reconstructions')\n", - "axs[0,1].plot(velocities/1.0e+3, img_100_2000_2 .data/obs.data.max(), c='tab:orange', linewidth=0.7, label='Reconstructions')\n", - "axs[0,1].plot(velocities/1.0e+3, obs .data/obs.data.max(), c='k', linestyle=':', label='Model')\n", - "axs[0,1].set_ylabel(r\"Intensity [.]\")\n", - "# axs[0,1].set_xlabel(r\"Frequency [km/s]\")\n", - "axs[0,1].set_xticklabels([])\n", - "# ax2.legend()\n", - "\n", - "tr = obs .data/obs.data.max() \n", - "\n", - "axs[1,1].plot(velocities/1.0e+3, abs(img_30_1000 .data/obs.data.max()-tr)/tr, c='tab:blue', linewidth=0.7, label='Reconstructions')\n", - "axs[1,1].plot(velocities/1.0e+3, abs(img_30_1000_2 .data/obs.data.max()-tr)/tr, c='tab:orange', linewidth=0.7, label='Reconstructions')\n", - "axs[1,1].plot(velocities/1.0e+3, abs(img_10_3000 .data/obs.data.max()-tr)/tr, c='tab:blue', linewidth=0.7, label='Reconstructions')\n", - "axs[1,1].plot(velocities/1.0e+3, abs(img_10_3000_2 .data/obs.data.max()-tr)/tr, c='tab:orange', linewidth=0.7, label='Reconstructions')\n", - "axs[1,1].plot(velocities/1.0e+3, abs(img_100_2000 .data/obs.data.max()-tr)/tr, c='tab:blue', linewidth=0.7, label='Reconstructions')\n", - "axs[1,1].plot(velocities/1.0e+3, abs(img_100_2000_2 .data/obs.data.max()-tr)/tr, c='tab:orange', linewidth=0.7, label='Reconstructions')\n", - "axs[1,1].set_ylabel(r\"Intensity [.]\")\n", - "axs[1,1].set_xlabel(r\"Frequency [km/s]\")\n", - "axs[1,1].set_ylabel(r'Relative error [.]')\n", - "axs[1,1].set_yscale('log')\n", - "\n", - "axs[2,1].axis('off')\n", - "axs[3,1].axis('off')\n", - "\n", - "plt.savefig('test_1D_CO_and_T', bbox_inches='tight')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# CO, T, velocity\n", - "---" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "truth_model_name = 'models/test_model_1D.h5'\n", - "recon_model_name_30_1000 = 'models/test_model_1D_rec_CO_30_vel_20_tmp_1000.h5'\n", - "recon_model_name_30_1000_2 = 'models/test_model_1D_rec_CO_30_vel_20_tmp_1000_2.h5'\n", - "recon_model_name_10_3000 = 'models/test_model_1D_rec_CO_10_vel_20_tmp_3000.h5'\n", - "recon_model_name_10_3000_2 = 'models/test_model_1D_rec_CO_10_vel_20_tmp_3000_2.h5'\n", - "recon_model_name_100_2000 = 'models/test_model_1D_rec_CO_100_vel_20_tmp_2000.h5'\n", - "recon_model_name_100_2000_2 = 'models/test_model_1D_rec_CO_100_vel_20_tmp_2000_2.h5'" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "model_1D_truth = TensorModel.load(truth_model_name)\n", - "model_1D_recon_30_1000 = TensorModel.load(recon_model_name_30_1000)\n", - "model_1D_recon_30_1000_2 = TensorModel.load(recon_model_name_30_1000_2)\n", - "model_1D_recon_10_3000 = TensorModel.load(recon_model_name_10_3000)\n", - "model_1D_recon_10_3000_2 = TensorModel.load(recon_model_name_10_3000_2)\n", - "model_1D_recon_100_2000 = TensorModel.load(recon_model_name_100_2000)\n", - "model_1D_recon_100_2000_2 = TensorModel.load(recon_model_name_100_2000_2)" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "model_1D_recon_30_1000 ['log_velocity'].data =torch.log( 1/v_fac * torch.exp(model_1D_recon_30_1000 ['log_velocity']))\n", - "model_1D_recon_30_1000_2['log_velocity'].data =torch.log( 1/v_fac * torch.exp(model_1D_recon_30_1000_2['log_velocity']))\n", - "model_1D_recon_10_3000 ['log_velocity'].data =torch.log( 1/v_fac * torch.exp(model_1D_recon_10_3000 ['log_velocity']))\n", - "model_1D_recon_10_3000_2['log_velocity'].data =torch.log( 1/v_fac * torch.exp(model_1D_recon_10_3000_2['log_velocity']))\n", - "model_1D_recon_100_2000 ['log_velocity'].data = torch.log(1/v_fac * torch.exp(model_1D_recon_100_2000 ['log_velocity']))\n", - "model_1D_recon_100_2000_2['log_velocity'].data = torch.log(1/v_fac * torch.exp(model_1D_recon_100_2000_2['log_velocity']))" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "r = model_1D_truth.get_coords(origin=np.array([0]))\n", - "r[r" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, axs = plt.subplots(nrows=6, ncols=2, dpi=350, figsize=(9,12), gridspec_kw={'width_ratios':[3,1.3], 'height_ratios':[2,1,2,1,2,1], 'wspace':0.25, 'hspace':0.07})\n", - "\n", - "axs[0,0].set_title('Model Parameters')\n", - "axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_30_1000 ['log_CO']).data, linewidth=0.7, c='tab:blue', label='Reconstructions (without hydrodynamics prior)')\n", - "axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_30_1000_2 ['log_CO']).data, linewidth=0.7, c='tab:orange', label='Reconstructions (with hydrodynamics prior)')\n", - "axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_10_3000 ['log_CO']).data, linewidth=0.7, c='tab:blue')\n", - "axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_10_3000_2 ['log_CO']).data, linewidth=0.7, c='tab:orange')\n", - "axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_100_2000 ['log_CO']).data, linewidth=0.7, c='tab:blue')\n", - "axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_100_2000_2 ['log_CO']).data, linewidth=0.7, c='tab:orange')\n", - "axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_truth ['log_CO']).data, c='k', linestyle=':', label='Model')\n", - "axs[0,0].set_xticklabels([])\n", - "axs[0,0].set_yscale('log')\n", - "axs[0,0].set_ylabel(r'CO abundance [m$^{-3}$]')\n", - "# axs[0,0].set_xlabel(r'Radius [$\\times 10^{3}$ au]')\n", - "axs[0,0].legend(frameon=False)\n", - "\n", - "\n", - "axs[2,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_30_1000 ['log_temperature']).data, linewidth=0.7, c='tab:blue', label='Reconstructions (without hydrodynamics priors)')\n", - "axs[2,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_30_1000_2 ['log_temperature']).data, linewidth=0.7, c='tab:orange', label='Reconstructions (without hydrodynamics priors)')\n", - "axs[2,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_10_3000 ['log_temperature']).data, linewidth=0.7, c='tab:blue')\n", - "axs[2,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_10_3000_2 ['log_temperature']).data, linewidth=0.7, c='tab:orange')\n", - "axs[2,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_100_2000 ['log_temperature']).data, linewidth=0.7, c='tab:blue')\n", - "axs[2,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_100_2000_2 ['log_temperature']).data, linewidth=0.7, c='tab:orange')\n", - "axs[2,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_truth ['log_temperature']).data, c='k', linestyle=':', label='Model')\n", - "axs[2,0].set_ylabel(r'Temperature [K]')\n", - "\n", - "axs[4,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_30_1000 ['log_velocity']).data * 1.0e-3, linewidth=0.7, c='tab:blue', label='Reconstructions (without hydrodynamics priors)')\n", - "axs[4,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_30_1000_2 ['log_velocity']).data * 1.0e-3, linewidth=0.7, c='tab:orange', label='Reconstructions (without hydrodynamics priors)')\n", - "axs[4,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_10_3000 ['log_velocity']).data * 1.0e-3, linewidth=0.7, c='tab:blue')\n", - "axs[4,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_10_3000_2 ['log_velocity']).data * 1.0e-3, linewidth=0.7, c='tab:orange')\n", - "axs[4,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_100_2000 ['log_velocity']).data * 1.0e-3, linewidth=0.7, c='tab:blue')\n", - "axs[4,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_100_2000_2 ['log_velocity']).data * 1.0e-3, linewidth=0.7, c='tab:orange')\n", - "axs[4,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_truth ['log_velocity']).data * 1.0e-3, c='k', linestyle=':', label='Model')\n", - "axs[4,0].set_ylabel(r'Velocity [km/s]')\n", - "\n", - "\n", - "tr = torch.exp(model_1D_truth ['log_CO']).data\n", - "\n", - "axs[1,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_30_1000 ['log_CO']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "axs[1,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_30_1000_2 ['log_CO']).data-tr)/tr, linewidth=0.7, c='tab:orange', label='Reconstructions')\n", - "axs[1,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_10_3000 ['log_CO']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "axs[1,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_10_3000_2 ['log_CO']).data-tr)/tr, linewidth=0.7, c='tab:orange', label='Reconstructions')\n", - "axs[1,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_100_2000 ['log_CO']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "axs[1,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_100_2000_2 ['log_CO']).data-tr)/tr, linewidth=0.7, c='tab:orange', label='Reconstructions')\n", - "axs[1,0].set_yscale('log')\n", - "axs[1,0].set_ylabel(r'Relative error [.]')\n", - "# axs[1,0].set_xlabel(r'Radius [$\\times 10^{3}$ au]')\n", - "\n", - "tr = torch.exp(model_1D_truth ['log_temperature']).data\n", - "\n", - "axs[3,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_30_1000 ['log_temperature']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "axs[3,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_30_1000_2 ['log_temperature']).data-tr)/tr, linewidth=0.7, c='tab:orange', label='Reconstructions')\n", - "axs[3,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_10_3000 ['log_temperature']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "axs[3,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_10_3000_2 ['log_temperature']).data-tr)/tr, linewidth=0.7, c='tab:orange', label='Reconstructions')\n", - "axs[3,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_100_2000 ['log_temperature']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "axs[3,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_100_2000_2 ['log_temperature']).data-tr)/tr, linewidth=0.7, c='tab:orange', label='Reconstructions')\n", - "axs[3,0].set_yscale('log')\n", - "axs[3,0].set_ylabel(r'Relative error [.]')\n", - "axs[3,0].set_xlabel(r'Radius [$\\times 10^{3}$ au]')\n", - "\n", - "tr = torch.exp(model_1D_truth ['log_velocity']).data\n", - "\n", - "axs[5,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_30_1000 ['log_velocity']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "axs[5,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_30_1000_2 ['log_velocity']).data-tr)/tr, linewidth=0.7, c='tab:orange', label='Reconstructions')\n", - "axs[5,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_10_3000 ['log_velocity']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "axs[5,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_10_3000_2 ['log_velocity']).data-tr)/tr, linewidth=0.7, c='tab:orange', label='Reconstructions')\n", - "axs[5,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_100_2000 ['log_velocity']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "axs[5,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_100_2000_2 ['log_velocity']).data-tr)/tr, linewidth=0.7, c='tab:orange', label='Reconstructions')\n", - "axs[5,0].set_yscale('log')\n", - "axs[5,0].set_ylabel(r'Relative error [.]')\n", - "axs[5,0].set_xlabel(r'Radius [$\\times 10^{3}$ au]')\n", - "\n", - "\n", - "\n", - "# plt.title(\"Model & Reconstruction\")\n", - "axs[0,1].set_title('Synthetic Observations')\n", - "axs[0,1].plot(velocities/1.0e+3, img_30_1000 .data/obs.data.max(), c='tab:blue', linewidth=0.7, label='Reconstructions')\n", - "axs[0,1].plot(velocities/1.0e+3, img_30_1000_2 .data/obs.data.max(), c='tab:orange', linewidth=0.7, label='Reconstructions')\n", - "# axs[0,1].plot(velocities/1.0e+3, img_10_3000 .data/obs.data.max(), c='tab:blue', linewidth=0.7, label='Reconstructions')\n", - "# axs[0,1].plot(velocities/1.0e+3, img_10_3000_2 .data/obs.data.max(), c='tab:orange', linewidth=0.7, label='Reconstructions')\n", - "axs[0,1].plot(velocities/1.0e+3, img_100_2000 .data/obs.data.max(), c='tab:blue', linewidth=0.7, label='Reconstructions')\n", - "axs[0,1].plot(velocities/1.0e+3, img_100_2000_2 .data/obs.data.max(), c='tab:orange', linewidth=0.7, label='Reconstructions')\n", - "axs[0,1].plot(velocities/1.0e+3, obs .data/obs.data.max(), c='k', linestyle=':', label='Model')\n", - "axs[0,1].set_ylabel(r\"Intensity [.]\")\n", - "# axs[0,1].set_xlabel(r\"Frequency [km/s]\")\n", - "axs[0,1].set_xticklabels([])\n", - "# ax2.legend()\n", - "\n", - "tr = obs .data/obs.data.max() \n", - "\n", - "axs[1,1].plot(velocities/1.0e+3, abs(img_30_1000 .data/obs.data.max()-tr)/tr, c='tab:blue', linewidth=0.7, label='Reconstructions')\n", - "axs[1,1].plot(velocities/1.0e+3, abs(img_30_1000_2 .data/obs.data.max()-tr)/tr, c='tab:orange', linewidth=0.7, label='Reconstructions')\n", - "axs[1,1].plot(velocities/1.0e+3, abs(img_10_3000 .data/obs.data.max()-tr)/tr, c='tab:blue', linewidth=0.7, label='Reconstructions')\n", - "axs[1,1].plot(velocities/1.0e+3, abs(img_10_3000_2 .data/obs.data.max()-tr)/tr, c='tab:orange', linewidth=0.7, label='Reconstructions')\n", - "axs[1,1].plot(velocities/1.0e+3, abs(img_100_2000 .data/obs.data.max()-tr)/tr, c='tab:blue', linewidth=0.7, label='Reconstructions')\n", - "axs[1,1].plot(velocities/1.0e+3, abs(img_100_2000_2 .data/obs.data.max()-tr)/tr, c='tab:orange', linewidth=0.7, label='Reconstructions')\n", - "axs[1,1].set_ylabel(r\"Intensity [.]\")\n", - "axs[1,1].set_xlabel(r\"Frequency [km/s]\")\n", - "axs[1,1].set_ylabel(r'Relative error [.]')\n", - "axs[1,1].set_yscale('log')\n", - "\n", - "axs[2,1].axis('off')\n", - "axs[3,1].axis('off')\n", - "axs[4,1].axis('off')\n", - "axs[5,1].axis('off')\n", - "\n", - "plt.savefig('test_1D_CO_T_and_velo', bbox_inches='tight')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# CO --- T, velocity analytic\n", - "---" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [], - "source": [ - "truth_model_name = 'models/test_model_1D.h5'\n", - "# recon_model_name_1 = 'models/test_model_all_CO_30_beta_1.0_epsilon_1.0.h5'\n", - "# recon_model_name_2 = 'models/test_model_all_CO_10_beta_0.5_epsilon_0.3.h5'\n", - "# recon_model_name_3 = 'models/test_model_all_CO_30_beta_0.9_epsilon_0.9.h5'\n", - "# recon_model_name_4 = 'models/test_model_all_CO_25_beta_0.9_epsilon_0.9.h5'\n", - "# recon_model_name_5 = 'models/test_model_all_CO_25_beta_0.9_epsilon_0.85.h5'\n", - "\n", - "\n", - "recon_model_name_5_2 = 'models/test_model_all_CO_25_beta_0.9_epsilon_0.85_2_lines.h5'" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [], - "source": [ - "model_1D_truth = TensorModel.load(truth_model_name)\n", - "# model_1D_recon_1 = TensorModel.load(recon_model_name_1)\n", - "# model_1D_recon_2 = TensorModel.load(recon_model_name_2)\n", - "# model_1D_recon_3 = TensorModel.load(recon_model_name_3)\n", - "# model_1D_recon_4 = TensorModel.load(recon_model_name_4)\n", - "model_1D_recon_5 = TensorModel.load(recon_model_name_5)\n", - "\n", - "model_1D_recon_5_2 = TensorModel.load(recon_model_name_5_2)" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [], - "source": [ - "# model_1D_recon_1['log_velocity'].data = torch.log(1/v_fac * torch.exp(model_1D_recon_1['log_velocity']))\n", - "# model_1D_recon_2['log_velocity'].data = torch.log(1/v_fac * torch.exp(model_1D_recon_2['log_velocity']))\n", - "# model_1D_recon_3['log_velocity'].data = torch.log(1/v_fac * torch.exp(model_1D_recon_3['log_velocity']))" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [], - "source": [ - "r = model_1D_truth.get_coords(origin=np.array([0]))\n", - "r[r" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, axs = plt.subplots(nrows=6, ncols=2, dpi=350, figsize=(9,12), gridspec_kw={'width_ratios':[3,1.3], 'height_ratios':[2,1,2,1,2,1], 'wspace':0.25, 'hspace':0.07})\n", - "\n", - "axs[0,0].set_title('Model Parameters')\n", - "axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_5_2 ['log_CO']).data, linewidth=0.7, c='tab:green', label='Reconstructions (2 lines)')\n", - "\n", - "# axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_1 ['log_CO']).data, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "# axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_2 ['log_CO']).data, linewidth=0.7, c='tab:blue')\n", - "# axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_3 ['log_CO']).data, linewidth=0.7, c='tab:blue')\n", - "# axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_4 ['log_CO']).data, linewidth=0.7, c='tab:blue')\n", - "axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_5 ['log_CO']).data, linewidth=0.7, c='tab:blue')\n", - "axs[0,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_truth ['log_CO']).data, c='k', linestyle=':', label='Model')\n", - "axs[0,0].set_xticklabels([])\n", - "axs[0,0].set_yscale('log')\n", - "axs[0,0].set_ylabel(r'CO abundance [m$^{-3}$]')\n", - "# axs[0,0].set_xlabel(r'Radius [$\\times 10^{3}$ au]')\n", - "axs[0,0].legend(frameon=False)\n", - "\n", - "vel_5 , tmp_5 = vel_tmp(model_1D_recon_5)\n", - "vel_5_2, tmp_5_2 = vel_tmp(model_1D_recon_5_2)\n", - "\n", - "axs[2,0].plot(r / (1.0e+3 * units.au).si.value, tmp_5_2.data, linewidth=0.7, c='tab:green', label='Reconstructions (2 lines)')\n", - "\n", - "# axs[2,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_1 ['log_temperature']).data, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "# axs[2,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_2 ['log_temperature']).data, linewidth=0.7, c='tab:blue')\n", - "# axs[2,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_3 ['log_temperature']).data, linewidth=0.7, c='tab:blue')\n", - "# axs[2,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_recon_4 ['log_temperature']).data, linewidth=0.7, c='tab:blue')\n", - "axs[2,0].plot(r / (1.0e+3 * units.au).si.value, tmp_5.data, linewidth=0.7, c='tab:blue')\n", - "axs[2,0].plot(r / (1.0e+3 * units.au).si.value, torch.exp(model_1D_truth ['log_temperature']).data, c='k', linestyle=':', label='Model')\n", - "axs[2,0].set_ylabel(r'Temperature [K]')\n", - "\n", - "\n", - "axs[4,0].plot(r / (1.0e+3 * units.au).si.value, vel_5_2.data * 1.0e-3, linewidth=0.7, c='tab:green', label='Reconstructions (2 lines)')\n", - "\n", - "# axs[4,0].plot(r / (1.0e+3 * units.au).si.value, v_fac*torch.exp(model_1D_recon_1 ['log_velocity']).data * 1.0e-3, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "# axs[4,0].plot(r / (1.0e+3 * units.au).si.value, v_fac*torch.exp(model_1D_recon_2 ['log_velocity']).data * 1.0e-3, linewidth=0.7, c='tab:blue')\n", - "# axs[4,0].plot(r / (1.0e+3 * units.au).si.value, v_fac*torch.exp(model_1D_recon_3 ['log_velocity']).data * 1.0e-3, linewidth=0.7, c='tab:blue')\n", - "# axs[4,0].plot(r / (1.0e+3 * units.au).si.value, v_fac*torch.exp(model_1D_recon_4 ['log_velocity']).data * 1.0e-3, linewidth=0.7, c='tab:blue')\n", - "axs[4,0].plot(r / (1.0e+3 * units.au).si.value, vel_5.data * 1.0e-3, linewidth=0.7, c='tab:blue')\n", - "axs[4,0].plot(r / (1.0e+3 * units.au).si.value, v_fac*torch.exp(model_1D_truth ['log_velocity']).data * 1.0e-3, c='k', linestyle=':', label='Model')\n", - "axs[4,0].set_ylabel(r'Velocity [km/s]')\n", - "\n", - "\n", - "tr = torch.exp(model_1D_truth ['log_CO']).data\n", - "\n", - "# axs[1,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_1 ['log_CO']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "# axs[1,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_2 ['log_CO']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "# axs[1,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_3 ['log_CO']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "# axs[1,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_4 ['log_CO']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "axs[1,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_5 ['log_CO']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "axs[1,0].set_yscale('log')\n", - "axs[1,0].set_ylabel(r'Relative error [.]')\n", - "# axs[1,0].set_xlabel(r'Radius [$\\times 10^{3}$ au]')\n", - "\n", - "tr = torch.exp(model_1D_truth ['log_temperature']).data\n", - "\n", - "axs[3,0].plot(r / (1.0e+3 * units.au).si.value, abs(tmp_5_2.data-tr)/tr, linewidth=0.7, c='tab:green', label='Reconstructions')\n", - "\n", - "# axs[3,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_1 ['log_temperature']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "# axs[3,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_2 ['log_temperature']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "# axs[3,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_3 ['log_temperature']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "# axs[3,0].plot(r / (1.0e+3 * units.au).si.value, abs(torch.exp(model_1D_recon_4 ['log_temperature']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "axs[3,0].plot(r / (1.0e+3 * units.au).si.value, abs(tmp_5.data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "axs[3,0].set_yscale('log')\n", - "axs[3,0].set_ylabel(r'Relative error [.]')\n", - "axs[3,0].set_xlabel(r'Radius [$\\times 10^{3}$ au]')\n", - "\n", - "tr = v_fac * torch.exp(model_1D_truth ['log_velocity']).data\n", - "\n", - "axs[5,0].plot(r / (1.0e+3 * units.au).si.value, abs(vel_5_2.data-tr)/tr, linewidth=0.7, c='tab:green', label='Reconstructions')\n", - "\n", - "# axs[5,0].plot(r / (1.0e+3 * units.au).si.value, abs(v_fac*torch.exp(model_1D_recon_1 ['log_velocity']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "# axs[5,0].plot(r / (1.0e+3 * units.au).si.value, abs(v_fac*torch.exp(model_1D_recon_2 ['log_velocity']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "# axs[5,0].plot(r / (1.0e+3 * units.au).si.value, abs(v_fac*torch.exp(model_1D_recon_3 ['log_velocity']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "# axs[5,0].plot(r / (1.0e+3 * units.au).si.value, abs(v_fac*torch.exp(model_1D_recon_4 ['log_velocity']).data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "axs[5,0].plot(r / (1.0e+3 * units.au).si.value, abs(vel_5.data-tr)/tr, linewidth=0.7, c='tab:blue', label='Reconstructions')\n", - "axs[5,0].set_yscale('log')\n", - "axs[5,0].set_ylabel(r'Relative error [.]')\n", - "axs[5,0].set_xlabel(r'Radius [$\\times 10^{3}$ au]')\n", - "\n", - "\n", - "\n", - "# plt.title(\"Model & Reconstruction\")\n", - "axs[0,1].set_title('Synthetic Observations')\n", - "# axs[0,1].plot(velocities/1.0e+3, img_1 .data/obs.data.max(), c='tab:blue', linewidth=0.7, label='Reconstructions')\n", - "# axs[0,1].plot(velocities/1.0e+3, img_2 .data/obs.data.max(), c='tab:blue', linewidth=0.7, label='Reconstructions')\n", - "# axs[0,1].plot(velocities/1.0e+3, img_3 .data/obs.data.max(), c='tab:blue', linewidth=0.7, label='Reconstructions')\n", - "# axs[0,1].plot(velocities/1.0e+3, img_4 .data/obs.data.max(), c='tab:blue', linewidth=0.7, label='Reconstructions')\n", - "axs[0,1].plot(velocities/1.0e+3, img_5 .data/obs.data.max(), c='tab:blue', linewidth=0.7, label='Reconstructions')\n", - "\n", - "axs[0,1].plot(velocities/1.0e+3, img_5_1 .data/obs.data.max(), c='tab:green', linewidth=0.7, label='Reconstructions')\n", - "axs[0,1].plot(velocities/1.0e+3, obs .data/obs.data.max(), c='k', linestyle=':', label='Model')\n", - "axs[0,1].set_ylabel(r\"Intensity [.]\")\n", - "# axs[0,1].set_xlabel(r\"Frequency [km/s]\")\n", - "axs[0,1].set_xticklabels([])\n", - "# ax2.legend()\n", - "\n", - "tr = obs .data/obs.data.max() \n", - "\n", - "# axs[1,1].plot(velocities/1.0e+3, abs(img_1 .data/obs.data.max()-tr)/tr, c='tab:blue', linewidth=0.7, label='Reconstructions')\n", - "# axs[1,1].plot(velocities/1.0e+3, abs(img_2 .data/obs.data.max()-tr)/tr, c='tab:blue', linewidth=0.7, label='Reconstructions')\n", - "# axs[1,1].plot(velocities/1.0e+3, abs(img_3 .data/obs.data.max()-tr)/tr, c='tab:blue', linewidth=0.7, label='Reconstructions')\n", - "# axs[1,1].plot(velocities/1.0e+3, abs(img_4 .data/obs.data.max()-tr)/tr, c='tab:blue', linewidth=0.7, label='Reconstructions')\n", - "axs[1,1].plot(velocities/1.0e+3, abs(img_5 .data/obs.data.max()-tr)/tr, c='tab:blue', linewidth=0.7, label='Reconstructions')\n", - "\n", - "axs[1,1].plot(velocities/1.0e+3, abs(img_5_1 .data/obs.data.max()-tr)/tr, c='tab:green', linewidth=0.7, label='Reconstructions')\n", - "axs[1,1].set_ylabel(r\"Intensity [.]\")\n", - "axs[1,1].set_xlabel(r\"Velocity [km/s]\")\n", - "axs[1,1].set_ylabel(r'Relative error [.]')\n", - "axs[1,1].set_yscale('log')\n", - "\n", - "axs[2,1].axis('off')\n", - "axs[3,1].axis('off')\n", - "axs[4,1].axis('off')\n", - "axs[5,1].axis('off')\n", - "\n", - "plt.savefig('test_1D_CO_and_T_and_vel', bbox_inches='tight')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "magritte", - "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": "3.9.13" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/docs/src/examples/test_1D/test_1D_spherical.ipynb b/docs/src/examples/test_1D/test_1D_spherical.ipynb deleted file mode 100644 index 8f7d13b..0000000 --- a/docs/src/examples/test_1D/test_1D_spherical.ipynb +++ /dev/null @@ -1,603 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "import torch\n", - "plt.rcParams[\"font.family\"] = \"serif\"\n", - "\n", - "from astropy import units, constants\n", - "from pomme.lines import Line\n", - "from pomme.loss import Loss\n", - "from pomme.model import TensorModel, SphericalModel\n", - "from pomme.utils import print_var, planck" - ] - }, - { - "cell_type": "code", - "execution_count": 135, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "You have selected line:\n", - " CO(J=3-2)\n", - "Please check the properties that were inferred:\n", - " Frequency 3.457959899e+11 Hz\n", - " Einstein A coeff 2.497000000e-06 1/s\n", - " Molar mass 28.0101 g/mol\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_3755275/1034031665.py:29: RuntimeWarning: divide by zero encountered in true_divide\n", - " rho = Mdot / (4.0 * np.pi * rs**2 * v)\n" - ] - } - ], - "source": [ - "n_elements = 1024\n", - "\n", - "r_in = (1.0e-1 * units.au).si.value\n", - "r_out = (1.0e+4 * units.au).si.value\n", - "r_max = (1.0e+2 * units.au).si.value\n", - "\n", - "\n", - "v_in = (1.0e+0 * units.km / units.s).si.value\n", - "v_inf = (2.0e+1 * units.km / units.s).si.value\n", - "beta = 0.5\n", - "\n", - "T_in = (5.0e+3 * units.K).si.value\n", - "epsilon = 0.3\n", - "\n", - "Mdot = (1.0e-3 * units.M_sun / units.yr).si.value\n", - "v_turb = (1.5e+0 * units.km / units.s ).si.value\n", - "T_star = (1.0e+4 * units.K ).si.value\n", - "R_star = (1.0e+0 * units.au ).si.value\n", - "\n", - "model = TensorModel(sizes=r_out, shape=n_elements)\n", - "\n", - "rs = np.logspace(np.log10(r_in), np.log10(r_out), n_elements, dtype=np.float64)\n", - "# rs = np.linspace( r_in , r_out , n_elements, dtype=np.float64)\n", - "\n", - "v = np.empty_like(rs)\n", - "v[rs <= R_star] = 0.0\n", - "v[rs > R_star] = v_in + (v_inf - v_in) * (1.0 - R_star / rs[rs > R_star])**beta\n", - "\n", - "rho = Mdot / (4.0 * np.pi * rs**2 * v)\n", - "n_CO = (1.0e-4 * constants.N_A.si.value / 2.02e-3) * rho\n", - "n_CO[rs<=R_star] = n_CO[n_CO R_star] = v_in + (v_inf - v_in) * (1.0 - R_star / r[r > R_star])**beta\n", - " # Return\n", - " return v\n", - "\n", - "\n", - "def get_temperature(model):\n", - "\n", - " r = torch.exp(model['log_r'])\n", - " T_in = torch.exp(model['log_T_in'])\n", - " epsilon = torch.exp(model['log_epsilon'])\n", - " R_star = torch.exp(model['log_R_star'])\n", - " \n", - " T = torch.empty_like(r) \n", - " T[r <= R_star] = T_in\n", - " T[r > R_star] = T_in * (R_star / r[r > R_star])**epsilon\n", - " # Return\n", - " return T\n", - "\n", - "\n", - "def get_abundance(model):\n", - " return torch.exp(model['log_CO'])\n", - "\n", - "\n", - "def get_turbulence(model):\n", - " return torch.exp(model['log_turbulence'])\n", - "\n", - "\n", - "def get_boundary_condition(model, frequency, b):\n", - "\n", - " T_star = torch.exp(model['log_T_star'])\n", - " R_star = torch.exp(model['log_R_star'])\n", - "\n", - " T_CMB = 2.72548\n", - "\n", - " if b > R_star:\n", - " return planck(temperature=T_CMB, frequency=frequency)\n", - " else:\n", - " return planck(temperature=T_star, frequency=frequency)\n", - "\n", - " # return torch.zeros_like(frequency)\n", - "\n", - "smodel = SphericalModel(rs, model, r_star=R_star)\n", - "smodel.get_velocity = get_velocity\n", - "smodel.get_abundance = get_abundance\n", - "smodel.get_turbulence = get_turbulence\n", - "smodel.get_temperature = get_temperature\n", - "smodel.get_boundary_condition = get_boundary_condition" - ] - }, - { - "cell_type": "code", - "execution_count": 136, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 136, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(rs, get_temperature(model))\n", - "plt.xscale('log')\n", - "plt.axvline(x=R_star, color='k')" - ] - }, - { - "cell_type": "code", - "execution_count": 137, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 137, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(rs, get_abundance(model))\n", - "plt.xscale('log')\n", - "plt.axvline(x=R_star, color='k')" - ] - }, - { - "cell_type": "code", - "execution_count": 138, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 138, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(rs, get_velocity(model))\n", - "plt.xscale('log')\n", - "plt.axvline(x=R_star, color='k')\n", - "# plt.ylim((10000, 20000))" - ] - }, - { - "cell_type": "code", - "execution_count": 139, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 1023/1023 [00:04<00:00, 240.44it/s]\n" - ] - } - ], - "source": [ - "Is = smodel.image(lines, frequencies, r_max=r_max)" - ] - }, - { - "cell_type": "code", - "execution_count": 140, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "for I in Is:\n", - " plt.plot(velocities, I.data)" - ] - }, - { - "cell_type": "code", - "execution_count": 95, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 1023/1023 [00:10<00:00, 98.19it/s]\n" - ] - } - ], - "source": [ - "from tqdm import tqdm\n", - "\n", - "# Extract the model parameters\n", - "velocity = smodel.get_velocity (smodel.model_1D)\n", - "abundance = smodel.get_abundance (smodel.model_1D)\n", - "temperature = smodel.get_temperature(smodel.model_1D)\n", - "turbulence = smodel.get_turbulence (smodel.model_1D)\n", - "\n", - "# Surface area of the annulus at each impact parameter\n", - "dss = np.pi * (smodel.rs[1:] + smodel.rs[:-1]) * (smodel.rs[1:] - smodel.rs[:-1])\n", - "\n", - "line = lines[0]\n", - "freq = frequencies[0]\n", - "\n", - "II = torch.zeros((smodel.Nb, len(freq)))\n", - "TT = torch.zeros((smodel.Nb, len(freq)))\n", - "\n", - "for i in tqdm(range(smodel.Nb)):\n", - "\n", - " # Get boundary condition at this impact parameter\n", - " img_bdy = smodel.get_boundary_condition(smodel.model_1D, frequency=freq, b=smodel.rs[i])\n", - "\n", - " # Get intensity at this impact parameter\n", - " I_loc = line.LTE_image_along_last_axis(\n", - " abundance = abundance [smodel.idss[i]],\n", - " temperature = temperature[smodel.idss[i]],\n", - " v_turbulence = turbulence [smodel.idss[i]],\n", - " velocity_los = velocity [smodel.idss[i]] * smodel.diss[i],\n", - " frequencies = freq,\n", - " dx = smodel.dZss[i],\n", - " img_bdy = img_bdy\n", - " )\n", - "\n", - " II[i] = I_loc\n", - "\n", - " pop = line.LTE_pops(temperature = temperature[smodel.idss[i]])\n", - " eta_ij_loc, chi_ij_loc = line.emissivity_and_opacity_ij(pop=pop)\n", - " dtau_, tau_ = line.optical_depth_along_last_axis(\n", - " chi_ij = chi_ij_loc,\n", - " abundance = abundance [smodel.idss[i]],\n", - " temperature = temperature[smodel.idss[i]],\n", - " v_turbulence = turbulence [smodel.idss[i]],\n", - " velocity_los = velocity [smodel.idss[i]] * smodel.diss[i],\n", - " frequencies = frequencies[0],\n", - " dx = smodel.dZss[i]\n", - " )\n", - "\n", - " TT[i] = tau_[-1]\n" - ] - }, - { - "cell_type": "code", - "execution_count": 96, - "metadata": {}, - "outputs": [], - "source": [ - "from ipywidgets import interact" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "a2aa54049df94554b31598c365ef3c58", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "interactive(children=(IntSlider(value=511, description='i', max=1022), Output()), _dom_classes=('widget-intera…" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "\n", - "def plot(i):\n", - "\n", - " fig, axs = plt.subplots(3,1, dpi=150)\n", - " axs[0].plot(velocities, II[i]*dss[i])\n", - " axs[1].plot(velocity[smodel.idss[i]] * smodel.diss[i])\n", - " axs[2].plot(abundance[smodel.idss[i]])\n", - "\n", - "interact(plot, i=(0,smodel.Nb-1))" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "52b8509c82624cf48f73e11e3b4eb7be", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "interactive(children=(IntSlider(value=511, description='i', max=1022), Output()), _dom_classes=('widget-intera…" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "def plot(i):\n", - " fig, axs = plt.subplots(2,1, dpi=150)\n", - " axs[0].plot(velocities, II[i])\n", - " axs[1].plot(velocities, TT[i])\n", - "interact(plot, i=(0,smodel.Nb-1))" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for f in range(TT.shape[1]):\n", - " plt.plot(TT[:,f])" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 28, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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", 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", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(velocity[smodel.idss[i]] * smodel.diss[i])" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "magritte", - "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": "3.9.13" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/docs/src/examples/test_1D/test_1D_spherical_cte_T.ipynb b/docs/src/examples/test_1D/test_1D_spherical_cte_T.ipynb deleted file mode 100644 index 30d71a5..0000000 --- a/docs/src/examples/test_1D/test_1D_spherical_cte_T.ipynb +++ /dev/null @@ -1,562 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Test 1D: zero velocity, constant T\n", - "---" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Consider a spherically symmetric model with maximal radius $R$.\n", - "Assume no velocity field, so there are no Doppler shifts,\n", - "\\begin{equation}\n", - " v(r) = 0.\n", - "\\end{equation}\n", - "Assume the temperature to be constant throughout the model, such that the source function is constant throughout the model.\n", - "Assume an inverse-square law for the CO abundance,\n", - "\\begin{equation}\n", - " n_{\\text{CO}}(r) = n_{\\text{CO}}(r_{\\text{in}}) \\left(\\frac{r_{\\text{in}}}{r}\\right)^{2} .\n", - "\\end{equation}" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let $b$ denote the impact parameter, such that $b \\in [0, R]$, and $a$ is the distance along the ray, such that $a \\in [-\\sqrt{R^{2}-b^{2}}, +\\sqrt{R^{2}-b^{2}}]$, and such that the radial distance from the origin for each parameter $a$ is given by,\n", - "\\begin{equation}\n", - "r = \\sqrt{a^{2}+b^{2}}.\n", - "\\end{equation}" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "\\begin{align}\n", - "\\tau_{\\text{max}}(b) \\ &= \\ \\chi_{ij} \\, \\phi(\\nu) \\, n_{\\text{CO}}(r_{\\text{in}}) \\int_{-\\sqrt{R^{2}-b^{2}}}^{+\\sqrt{R^{2}-b^{2}}} \\text{d}a' \\\n", - "\\frac{r_{\\text{in}}^{2}}{a'^{2}+b^{2}} \\\\\n", - " \\ &= \\ 2 \\chi_{ij} \\, \\phi(\\nu) \\, n_{\\text{CO}}(r_{\\text{in}}) \\frac{R_{\\text{in}}^{2}}{b} \\text{arctan}\\left( \\frac{\\sqrt{R^{2}-b^{2}}}{b} \\right)\n", - "\\end{align}" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "\\begin{align}\n", - "I(b) &= I_{\\text{bdy}} \\, e^{-\\tau_{\\text{max}}(b)} + \\int_{0}^{\\tau_{\\text{max}}(b)} \\text{d}\\tau' S \\, e^{-\\tau'} \\\\\n", - " &= I_{\\text{bdy}} \\, e^{-\\tau_{\\text{max}}(b)} + S \\left(1 - e^{-\\tau_{\\text{max}}(b)}\\right)\n", - "\\end{align}" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The integrated intensity then yields\n", - "\\begin{align}\n", - "I(\\nu) \\ = \\ \\int_{0}^{R} \\text{d}b \\ 2 \\pi b \\, I(b)\n", - "\\end{align}" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "import torch\n", - "plt.rcParams[\"font.family\"] = \"serif\"\n", - "\n", - "from astropy import units, constants\n", - "from scipy.integrate import quad\n", - "from pomme.lines import Line\n", - "from pomme.loss import Loss\n", - "from pomme.model import TensorModel, SphericalModel\n", - "from pomme.utils import planck" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "You have selected line:\n", - " CO(J=1-0)\n", - "Please check the properties that were inferred:\n", - " Frequency 1.152712018e+11 Hz\n", - " Einstein A coeff 7.203000000e-08 1/s\n", - " Molar mass 28.0101 g/mol\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/frederikd/.local/lib/python3.9/site-packages/astroquery/lamda/core.py:145: UserWarning: The first time a LAMDA function is called, it must assemble a list of valid molecules and URLs. This list will be cached so future operations will be faster.\n", - " warnings.warn(\"The first time a LAMDA function is called, it must \"\n" - ] - } - ], - "source": [ - "# Line data\n", - "lines = [Line('CO', i) for i in range(1)]\n", - "\n", - "# Frequency data\n", - "vdiff = 100 # velocity increment size [m/s]\n", - "nfreq = 100 # number of frequencies\n", - "\n", - "velocities = nfreq * vdiff * torch.linspace(-1, +1, nfreq, dtype=torch.float64)\n", - "frequencies = [(1.0 + velocities / constants.c.si.value) * line.frequency for line in lines]" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "n_elements = 128\n", - "\n", - "r_in = (1.0e+0 * units.au).si.value\n", - "r_out = (1.0e+2 * units.au).si.value\n", - "\n", - "# rs = np.logspace(np.log10(r_in), np.log10(r_out), n_elements)\n", - "rs = np.linspace( r_in , r_out , n_elements)\n", - "\n", - "T = (5.0e+3 * units.K).si.value\n", - "T_bdy = (2.7e+2 * units.K).si.value\n", - "\n", - "nCO_in = 1.0e+12\n", - "\n", - "n_CO = nCO_in * (r_in / rs)**2\n", - "\n", - "v_turb = (1.5 * units.km / units.s).si.value\n", - "\n", - "I_bdy = planck(temperature=T_bdy, frequency=frequencies[0])\n", - "\n", - "model = TensorModel(sizes=r_out, shape=n_elements)\n", - "# Define and initialise the model variables\n", - "model['log_CO' ] = np.log(n_CO)\n", - "model['log_turbulence'] = np.log(v_turb) * np.ones(n_elements)\n", - "model['log_T' ] = np.log(T)\n", - "model['log_T_bdy' ] = np.log(T_bdy)" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "def get_velocity(model):\n", - " return torch.zeros_like(model['log_CO'])\n", - "\n", - "def get_temperature(model):\n", - " return torch.exp(model['log_T']) * torch.ones_like(model['log_CO'])\n", - "\n", - "def get_abundance(model):\n", - " return torch.exp(model['log_CO'])\n", - "\n", - "def get_turbulence(model):\n", - " return torch.exp(model['log_turbulence'])\n", - "\n", - "def get_boundary_condition(model, frequency, b):\n", - " T_bdy = torch.exp(model['log_T_bdy'])\n", - " # return torch.zeros_like(frequency)\n", - " return planck(temperature=T_bdy, frequency=frequency)\n", - " \n", - "smodel = SphericalModel(rs, model, r_star=0.0)\n", - "smodel.get_velocity = get_velocity\n", - "smodel.get_abundance = get_abundance\n", - "smodel.get_turbulence = get_turbulence\n", - "smodel.get_temperature = get_temperature\n", - "smodel.get_boundary_condition = get_boundary_condition" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "eta_ij, chi_ij = lines[0].emissivity_and_opacity_ij(lines[0].LTE_pops(torch.Tensor([T])))\n", - "dnu = lines[0].gaussian_width(torch.exp(model['log_T']), torch.exp(model['log_turbulence'])).mean().item()\n", - "\n", - "S = (eta_ij / chi_ij).item()\n", - "\n", - "def phi(nu):\n", - " return np.exp(-(nu - lines[0].frequency)**2 / dnu**2) / np.sqrt(np.pi) / dnu\n", - "\n", - "def tau_max(b, nu):\n", - " return 2.0 * chi_ij.item() * nCO_in * r_in**2 / b * phi(nu) * np.arctan(np.sqrt((r_out/b)**2 - 1.0))\n", - "\n", - "def I(b, nu):\n", - " # Ib = 0.0\n", - " Ib = planck(temperature=T_bdy, frequency=nu)\n", - " return S + (Ib - S) * np.exp(-tau_max(b, nu))\n", - "\n", - "def integrant(b, nu):\n", - " return 2.0 * np.pi * b * I(b, nu)\n", - "\n", - "def I_int(nu):\n", - " return quad(integrant, 0.0, r_out, args=nu)\n", - "\n", - "Is_test = [I_int(nu)[0] for nu in frequencies[0].tolist()]" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 127/127 [00:00<00:00, 252.64it/s]\n" - ] - } - ], - "source": [ - "Is = smodel.image(lines, frequencies)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.plot(Is[0].data)\n", - "plt.plot(Is_test)\n", - "# plt.plot(I_bdy)\n", - "# plt.yscale('log')" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "velocity = smodel.get_velocity (smodel.model_1D)\n", - "abundance = smodel.get_abundance (smodel.model_1D)\n", - "temperature = smodel.get_temperature(smodel.model_1D)\n", - "turbulence = smodel.get_turbulence (smodel.model_1D)\n", - "\n", - "i=10\n", - "\n", - "line = lines[0]\n", - "freq = torch.Tensor([line.frequency])\n", - "\n", - "I_cen = []\n", - "I_cen_test = []\n", - "\n", - "for i in range(smodel.Nb):\n", - " # Get boundary condition at this impact parameter\n", - " img_bdy = smodel.get_boundary_condition(smodel.model_1D, frequency=freq, b=smodel.rs[i])\n", - "\n", - " # Get intensity at this impact parameter\n", - " I_loc = line.LTE_image_along_last_axis(\n", - " abundance = abundance [smodel.idss[i]],\n", - " temperature = temperature[smodel.idss[i]],\n", - " v_turbulence = turbulence [smodel.idss[i]],\n", - " velocity_los = velocity [smodel.idss[i]] * smodel.diss[i],\n", - " frequencies = freq,\n", - " dx = smodel.dZss[i],\n", - " img_bdy = img_bdy\n", - " )\n", - "\n", - " I_cen .append(I_loc.item())\n", - " I_cen_test.append(I(rs[i], freq))" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[1.4304405523414697e-15,\n", - " 1.2771042743146747e-15,\n", - " 1.2198601433708786e-15,\n", - " 1.1895392454959463e-15,\n", - " 1.170678386626146e-15,\n", - " 1.1577892774032186e-15,\n", - " 1.1484153349482926e-15,\n", - " 1.1412879865267788e-15,\n", - " 1.1356846567429246e-15,\n", - " 1.1311630958006972e-15,\n", - " 1.1274372779014824e-15,\n", - " 1.1243139404182669e-15,\n", - " 1.1216577637331917e-15,\n", - " 1.119371153106372e-15,\n", - " 1.117381940488899e-15,\n", - " 1.1156356057191472e-15,\n", - 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In the future, this object will be coerced as if it was first converted using `np.array(obj)`. To retain the old behaviour, you have to either modify the type 'Tensor', or assign to an empty array created with `np.empty(correct_shape, dtype=object)`.\n", - " ary = asanyarray(ary)\n", - "/home/frederikd/.conda/envs/magritte/lib/python3.9/site-packages/numpy/core/shape_base.py:65: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray.\n", - " ary = asanyarray(ary)\n" - ] - }, - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.plot(I_cen)\n", - "plt.plot(I_cen_test)" - ] - }, - { - "cell_type": "code", - "execution_count": 122, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 122, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(smodel.diss[8])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "magritte", - "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": "3.9.13" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/docs/src/examples/test_1D/test_1D_spherical_cte_vel_grad.ipynb b/docs/src/examples/test_1D/test_1D_spherical_cte_vel_grad.ipynb deleted file mode 100644 index fc8cf65..0000000 --- a/docs/src/examples/test_1D/test_1D_spherical_cte_vel_grad.ipynb +++ /dev/null @@ -1,635 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Test 1D: constant velocity gradient\n", - "---" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "import scipy as sp\n", - "import torch\n", - "plt.rcParams[\"font.family\"] = \"serif\"\n", - "\n", - "from astropy import units, constants\n", - "from scipy.integrate import quad\n", - "from pomme.lines import Line\n", - "from pomme.loss import Loss\n", - "from pomme.model import TensorModel, SphericalModel\n", - "from pomme.utils import planck" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "You have selected line:\n", - " CO(J=1-0)\n", - "Please check the properties that were inferred:\n", - " Frequency 1.152712018e+11 Hz\n", - " Einstein A coeff 7.203000000e-08 1/s\n", - " Molar mass 28.0101 g/mol\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/frederikd/.local/lib/python3.9/site-packages/astroquery/lamda/core.py:145: UserWarning: The first time a LAMDA function is called, it must assemble a list of valid molecules and URLs. This list will be cached so future operations will be faster.\n", - " warnings.warn(\"The first time a LAMDA function is called, it must \"\n" - ] - } - ], - "source": [ - "# Line data\n", - "lines = [Line('CO', i) for i in range(1)]\n", - "\n", - "# Frequency data\n", - "vdiff = 500 # velocity increment size [m/s]\n", - "nfreq = 100 # number of frequencies\n", - "\n", - "velocities = nfreq * vdiff * torch.linspace(-1, +1, nfreq, dtype=torch.float64)\n", - "frequencies = [(1.0 + velocities / constants.c.si.value) * line.frequency for line in lines]" - ] - }, - { - "cell_type": "code", - "execution_count": 46, - "metadata": {}, - "outputs": [], - "source": [ - "n_elements = 1024\n", - "\n", - "r_in = (1.0e+0 * units.au).si.value\n", - "r_out = (1.0e+2 * units.au).si.value\n", - "\n", - "# rs = np.logspace(np.log10(r_in), np.log10(r_out), n_elements)\n", - "rs = np.linspace( r_in , r_out , n_elements)\n", - "\n", - "T = (1.0e+2 * units.K).si.value\n", - "T_bdy = (2.7e+2 * units.K).si.value\n", - "\n", - "nCO_in = 1.0e+12\n", - "\n", - "vmax = (1.5e+1 * units.km / units.s).si.value\n", - "\n", - "n_CO = nCO_in * np.ones(n_elements)\n", - "\n", - "v_turb = (1.5 * units.km / units.s).si.value\n", - "\n", - "I_bdy = planck(temperature=T_bdy, frequency=frequencies[0])\n", - "\n", - "model = TensorModel(sizes=r_out, shape=n_elements)\n", - "# Define and initialise the model variables\n", - "model['log_CO' ] = np.log(n_CO)\n", - "model['log_velocity' ] = np.log(vmax/r_out * rs)\n", - "model['log_turbulence'] = np.log(v_turb) * np.ones(n_elements)\n", - "model['log_T' ] = np.log(T)\n", - "model['log_T_bdy' ] = np.log(T_bdy)" - ] - }, - { - "cell_type": "code", - "execution_count": 47, - "metadata": {}, - "outputs": [], - "source": [ - "def get_velocity(model):\n", - " return torch.exp(model['log_velocity'])\n", - " # return 1000 * torch.ones_like(model['log_CO'])\n", - "\n", - "def get_temperature(model):\n", - " return torch.exp(model['log_T']) * torch.ones_like(model['log_CO'])\n", - "\n", - "def get_abundance(model):\n", - " return torch.exp(model['log_CO'])\n", - "\n", - "def get_turbulence(model):\n", - " return torch.exp(model['log_turbulence'])\n", - "\n", - "def get_boundary_condition(model, frequency, b):\n", - " T_bdy = torch.exp(model['log_T_bdy'])\n", - " return torch.zeros_like(frequency)\n", - " # return planck(temperature=T_bdy, frequency=frequency)\n", - " \n", - "smodel = SphericalModel(rs, model, r_star=0.0)\n", - "smodel.get_velocity = get_velocity\n", - "smodel.get_abundance = get_abundance\n", - "smodel.get_turbulence = get_turbulence\n", - "smodel.get_temperature = get_temperature\n", - "smodel.get_boundary_condition = get_boundary_condition" - ] - }, - { - "cell_type": "code", - "execution_count": 48, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_3719941/2058519832.py:23: IntegrationWarning: The maximum number of subdivisions (50) has been achieved.\n", - " If increasing the limit yields no improvement it is advised to analyze \n", - " the integrand in order to determine the difficulties. If the position of a \n", - " local difficulty can be determined (singularity, discontinuity) one will \n", - " probably gain from splitting up the interval and calling the integrator \n", - " on the subranges. Perhaps a special-purpose integrator should be used.\n", - " return quad(integrant, 0.0, r_out, args=nu)\n" - ] - } - ], - "source": [ - "eta_ij, chi_ij = lines[0].emissivity_and_opacity_ij(lines[0].LTE_pops(torch.Tensor([T])))\n", - "dnu = lines[0].gaussian_width(torch.exp(model['log_T']), torch.exp(model['log_turbulence'])).mean().item()\n", - "\n", - "S = (eta_ij / chi_ij).item()\n", - "\n", - "def tau(b, nu):\n", - " l = 2.0 * np.sqrt(r_out**2 + b**2)\n", - " L = r_out\n", - " frq = lines[0].frequency\n", - " arg = (nu - frq) / dnu\n", - " fct = (vmax / constants.c.si.value) * (nu / dnu)\n", - " return chi_ij.item() * nCO_in * L / (fct*dnu) * 0.5 * (sp.special.erf(fct*l/L+arg) - sp.special.erf(arg))\n", - "\n", - "def I(b, nu):\n", - " Ib = 0.0\n", - " # Ib = planck(temperature=T_bdy, frequency=nu)\n", - " return S + (Ib - S) * np.exp(-tau(b, nu))\n", - "\n", - "def integrant(b, nu):\n", - " return 2.0 * np.pi * b * I(b, nu)\n", - "\n", - "def I_int(nu):\n", - " return quad(integrant, 0.0, r_out, args=nu)\n", - "\n", - "Is_test = [I_int(nu)[0] for nu in frequencies[0].tolist()]" - ] - }, - { - "cell_type": "code", - "execution_count": 49, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "100%|██████████| 1023/1023 [00:05<00:00, 193.50it/s]\n" - ] - } - ], - "source": [ - "Is = smodel.image(lines, frequencies)" - ] - }, - { - "cell_type": "code", - "execution_count": 58, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 58, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.plot(velocities, Is[0].data)\n", - "plt.plot(velocities, Is_test)\n", - "# plt.plot(velocities, I_bdy)\n", - "# plt.yscale('log')" - ] - }, - { - "cell_type": "code", - "execution_count": 51, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 51, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.plot(velocities, I(rs[100], frequencies[0]))" - ] - }, - { - "cell_type": "code", - "execution_count": 52, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 52, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.figure(dpi=150)\n", - "plt.plot(velocities, tau(rs[100], frequencies[0]))" - ] - }, - { - "cell_type": "code", - "execution_count": 53, - "metadata": {}, - "outputs": [], - "source": [ - "velocity = smodel.get_velocity (smodel.model_1D)\n", - "abundance = smodel.get_abundance (smodel.model_1D)\n", - "temperature = smodel.get_temperature(smodel.model_1D)\n", - "turbulence = smodel.get_turbulence (smodel.model_1D)\n", - "\n", - "line = lines[0]\n", - "freq = torch.Tensor([line.frequency])\n", - "\n", - "I_cen = []\n", - "I_cen_test = []\n", - "\n", - "for i in range(smodel.Nb):\n", - " # Get boundary condition at this impact parameter\n", - " img_bdy = smodel.get_boundary_condition(smodel.model_1D, frequency=freq, b=smodel.rs[i])\n", - "\n", - " velocity_los = velocity [smodel.idss[i]] * smodel.diss[i]\n", - " velocity_los = velocity_los - velocity_los.min()\n", - "\n", - " # Get intensity at this impact parameter\n", - " I_loc = line.LTE_image_along_last_axis(\n", - " abundance = abundance [smodel.idss[i]],\n", - " temperature = temperature[smodel.idss[i]],\n", - " v_turbulence = turbulence [smodel.idss[i]],\n", - " velocity_los = velocity_los,\n", - " frequencies = freq,\n", - " dx = smodel.dZss[i],\n", - " img_bdy = img_bdy\n", - " )\n", - "\n", - " I_cen .append(I_loc.item())\n", - " I_cen_test.append(I(rs[i], freq))" - ] - }, - { - "cell_type": "code", - "execution_count": 54, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/frederikd/.conda/envs/magritte/lib/python3.9/site-packages/numpy/core/shape_base.py:65: FutureWarning: The input object of type 'Tensor' is an array-like implementing one of the corresponding protocols (`__array__`, `__array_interface__` or `__array_struct__`); but not a sequence (or 0-D). In the future, this object will be coerced as if it was first converted using `np.array(obj)`. To retain the old behaviour, you have to either modify the type 'Tensor', or assign to an empty array created with `np.empty(correct_shape, dtype=object)`.\n", - " ary = asanyarray(ary)\n", - "/home/frederikd/.conda/envs/magritte/lib/python3.9/site-packages/numpy/core/shape_base.py:65: VisibleDeprecationWarning: Creating an ndarray from ragged nested sequences (which is a list-or-tuple of lists-or-tuples-or ndarrays with different lengths or shapes) is deprecated. If you meant to do this, you must specify 'dtype=object' when creating the ndarray.\n", - " ary = asanyarray(ary)\n" - ] - }, - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 54, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "i = 100\n", - " \n", - "# Get boundary condition at this impact parameter\n", - "img_bdy = smodel.get_boundary_condition(smodel.model_1D, frequency=freq, b=smodel.rs[i])\n", - "\n", - "velocity_los = velocity [smodel.idss[i]] * smodel.diss[i]\n", - "velocity_los = velocity_los - velocity_los.min()\n", - "\n", - "# Get intensity at this impact parameter\n", - "I_loc = line.LTE_image_along_last_axis(\n", - " abundance = abundance [smodel.idss[i]],\n", - " temperature = temperature[smodel.idss[i]],\n", - " v_turbulence = turbulence [smodel.idss[i]],\n", - " velocity_los = velocity_los,\n", - " frequencies = frequencies[0],\n", - " dx = smodel.dZss[i],\n", - " img_bdy = img_bdy\n", - ")\n", - "\n", - "I_test = I(rs[i], frequencies[0])\n", - "\n", - "plt.figure(dpi=150)\n", - "plt.plot(velocities, I_loc, marker='x')\n", - "plt.plot(velocities, I_test)" - ] - }, - { - "cell_type": "code", - "execution_count": 56, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 56, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "pop = line.LTE_pops(temperature = temperature[smodel.idss[i]])\n", - "\n", - "eta_ij_loc, chi_ij_loc = line.emissivity_and_opacity_ij(pop=pop)\n", - "\n", - "velocity_los = velocity [smodel.idss[i]] * smodel.diss[i]\n", - "velocity_los = velocity_los - velocity_los.min()\n", - "\n", - "dtau_, tau_ = line.optical_depth_along_last_axis(\n", - " chi_ij = chi_ij_loc,\n", - " abundance = abundance [smodel.idss[i]],\n", - " temperature = temperature[smodel.idss[i]],\n", - " v_turbulence = turbulence [smodel.idss[i]],\n", - " velocity_los = velocity_los,\n", - " frequencies = frequencies[0],\n", - " dx = smodel.dZss[i]\n", - " )\n", - "\n", - "tau_test = tau(rs[i], frequencies[0])\n", - "\n", - "plt.figure(dpi=150)\n", - "plt.plot(velocities, tau_[-1], marker='x')\n", - "plt.plot(velocities, tau_test)\n", - "# plt.yscale('log')" - ] - }, - { - "cell_type": "code", - "execution_count": 57, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 57, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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