{ "cells": [ { "cell_type": "markdown", "id": "ff00a45b", "metadata": {}, "source": [ "# Blast wave simulation in 3D with the 5th order finite difference MHD solver" ] }, { "cell_type": "markdown", "id": "1ff940c9", "metadata": {}, "source": [ "## Imports" ] }, { "cell_type": "code", "execution_count": 1, "id": "f0f3efe0", "metadata": {}, "outputs": [], "source": [ "# ==== GPU selection ====\n", "from autocvd import autocvd\n", "autocvd(num_gpus=1)\n", "# =======================\n", "\n", "# numerics\n", "import jax\n", "import jax.numpy as jnp\n", "\n", "# jax.config.update(\"jax_enable_x64\", True)\n", "\n", "from astronomix._finite_difference._interface_fluxes._weno import (\n", " _weno_flux_x,\n", " _weno_flux_y,\n", " _weno_flux_z,\n", ")\n", "\n", "from astronomix._finite_difference._maths._differencing import finite_difference_int6\n", "\n", "from astronomix._finite_difference._magnetic_update._constrained_transport import (\n", " constrained_transport_rhs,\n", " initialize_interface_fields,\n", ")\n", "\n", "# plotting\n", "import matplotlib.pyplot as plt\n", "from matplotlib.gridspec import GridSpec\n", "\n", "# fluids\n", "from astronomix import SimulationConfig\n", "from astronomix import get_helper_data\n", "from astronomix import SimulationParams\n", "from astronomix import time_integration\n", "from astronomix.initial_condition_generation.construct_primitive_state import (\n", " construct_primitive_state,\n", ")\n", "from astronomix import get_registered_variables\n", "from astronomix.option_classes.simulation_config import (\n", " DOUBLE_MINMOD,\n", " FINITE_DIFFERENCE,\n", " HLLC_LM,\n", " LAX_FRIEDRICHS,\n", " VAN_ALBADA_PP,\n", " finalize_config,\n", ")\n", "import numpy as np\n", "from matplotlib.colors import LogNorm\n", "\n", "from astronomix._finite_volume._magnetic_update._magnetic_field_update import (\n", " magnetic_update,\n", ")\n", "\n", "from mpl_toolkits.axes_grid1.axes_divider import make_axes_locatable\n", "\n", "\n", "from astronomix._finite_difference._fluid_equations._equations import (\n", " conserved_state_from_primitive_mhd,\n", ")\n", "# from astronomix._finite_difference._magnetic_update._constrained_transport import initialize_face_centered_b\n", "\n", "# astronomix constants\n", "from astronomix.option_classes.simulation_config import (\n", " BACKWARDS,\n", " FORWARDS,\n", " HLL,\n", " HLLC,\n", " MINMOD,\n", " OSHER,\n", " PERIODIC_BOUNDARY,\n", " BoundarySettings,\n", " BoundarySettings1D,\n", ")\n" ] }, { "cell_type": "markdown", "id": "d4086bf0", "metadata": {}, "source": [ "## Simulation setup" ] }, { "cell_type": "code", "execution_count": null, "id": "948f543c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Magnetic field: Bx=7.071067810058594, By=7.071067810058594, Bz=0\n", "Setting time integrator to RK4_SSP for finite difference solver mode.\n", "Setting boundary handling to PERIODIC_ROLL for finite difference solver mode.\n" ] } ], "source": [ "num_cells = 128\n", "B0 = 10\n", "box_size = 1.0\n", "\n", "# setup simulation config\n", "config = SimulationConfig(\n", " solver_mode=FINITE_DIFFERENCE,\n", " memory_analysis=True,\n", " runtime_debugging=False,\n", " progress_bar=True,\n", " mhd=True,\n", " dimensionality=3,\n", " box_size=box_size,\n", " num_cells=num_cells,\n", " boundary_settings=BoundarySettings(\n", " BoundarySettings1D(\n", " left_boundary=PERIODIC_BOUNDARY, right_boundary=PERIODIC_BOUNDARY\n", " ),\n", " BoundarySettings1D(\n", " left_boundary=PERIODIC_BOUNDARY, right_boundary=PERIODIC_BOUNDARY\n", " ),\n", " BoundarySettings1D(\n", " left_boundary=PERIODIC_BOUNDARY, right_boundary=PERIODIC_BOUNDARY\n", " ),\n", " ),\n", ")\n", "\n", "helper_data = get_helper_data(config)\n", "\n", "params = SimulationParams(t_end=0.02, C_cfl=1.5, gamma=5 / 3)\n", "\n", "registered_variables = get_registered_variables(config)\n", "\n", "r = helper_data.r\n", "\n", "r0 = 0.125\n", "r1 = 1.1 * r0\n", "\n", "rho = jnp.ones_like(r)\n", "P = jnp.ones_like(r) * 1.0\n", "P = jnp.where(r <= r0, 100.0, P)\n", "P = jnp.where((r > r0) & (r <= r1), 1.0 + 99.0 * (r1 - r) / (r1 - r0), P)\n", "P = jnp.where(r > r1, 1.0, P)\n", "\n", "V_x = jnp.zeros_like(r)\n", "V_y = jnp.zeros_like(r)\n", "V_z = jnp.zeros_like(r)\n", "\n", "B_x = B0 / jnp.sqrt(2)\n", "B_y = B0 / jnp.sqrt(2)\n", "B_z = 0\n", "\n", "print(f\"Magnetic field: Bx={B_x}, By={B_y}, Bz={B_z}\")\n", "\n", "B_x = jnp.ones_like(r) * B_x\n", "B_y = jnp.ones_like(r) * B_y\n", "B_z = jnp.ones_like(r) * B_z\n", "\n", "bxb, byb, bzb = initialize_interface_fields(B_x, B_y, B_z)\n", "\n", "initial_state = construct_primitive_state(\n", " config=config,\n", " registered_variables=registered_variables,\n", " density=rho,\n", " velocity_x=V_x,\n", " velocity_y=V_y,\n", " velocity_z=V_z,\n", " magnetic_field_x=B_x,\n", " magnetic_field_y=B_y,\n", " magnetic_field_z=B_z,\n", " interface_magnetic_field_x=bxb,\n", " interface_magnetic_field_y=byb,\n", " interface_magnetic_field_z=bzb,\n", " gas_pressure=P,\n", ")\n", "\n", "config = finalize_config(config, initial_state.shape)" ] }, { "cell_type": "markdown", "id": "7e8cd8e7", "metadata": {}, "source": [ "## Running the simulation" ] }, { "cell_type": "code", "execution_count": 3, "id": "53265a81", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "=== Compiled memory usage PER DEVICE ===\n", "Temp size: 786.05 MB\n", "Argument size: 88.00 MB\n", "Total size: 874.05 MB\n", "========================================\n", " |████████████████████████████████████████████████████████████████████| 100.0% \n" ] } ], "source": [ "final_state = time_integration(\n", " initial_state, config, params, registered_variables\n", ")" ] }, { "cell_type": "markdown", "id": "05bbc70f", "metadata": {}, "source": [ "## Plotting" ] }, { "cell_type": "code", "execution_count": 4, "id": "c5e3bbf2", "metadata": {}, "outputs": [ { "data": { "image/png": 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cE044AYfDQY8ePXjmmWdiHvvSSy8xePBgnE4nGRkZTJkyhZ07d0YcM3r0aPr168f69es55ZRTSEhIoGPHjjzwwAP1rvePf/yDvn37kpCQQHp6OscffzxLly4N7TfG0RUUFLBu3To++eQTFEVBURRGjx7Nli1bUBSFRx99tN49vvzySxRF4d///nfcfmioLdGIFvfjcrm44447OOqoo3A4HOTn5zNp0iR+//330DGBQID58+fTt29fHA4Hubm5XHXVVZSVlcW9n0TSHtm+fTs9e/akX79+FBUVAfVj+kSc10MPPcSzzz5Ljx49sNvtnHDCCXz77bf1rvnrr7/yxz/+kYyMDBwOB8cffzz/+9//QvsXLVoUSpd9yimnhOTJqlWrgAN/t2Px/vvvM2LECBITE0lOTuaMM85g3bp1EcdMnz6dpKQkdu/ezcSJE0lKSiI7O5sbbrgBv98fcWxjZUhBQQFnnnkmy5Yt4/jjj8fpdIZk/Pbt2zn77LNJTEwkJyeH2bNns2zZsoh+mDt3LlarleLi4nrPdOWVV5KWlobL5Yr53IWFhVx66aV06tQJu91Ofn4+55xzTlyX2lgxfb/++iuTJ08mOzsbp9NJ7969+X//7/9FHLN7924uu+wycnNzsdvt9O3bl+effz7mvSSSppKcnAxog96Kigq5yOWIWsSYX7wHjUVa+loBP//8M+PGjSM7O5s77rgDn8/H3Llzyc3NrXfsvffey5w5c5g8eTJ/+tOfKC4u5h//+AcjR47khx9+IC0tLXRsWVkZp512GpMmTWLy5Mm8+uqr3HTTTRx77LFMmDAB0Ny3rr32Wv74xz9y3XXX4XK5+Omnn/j666+58MILo7Z3/vz5XHPNNSQlJYV+7HNzc+nevTvDhw9nyZIlzJ49O+KcJUuWkJyczDnnnBOzHw6kLdHw+/2ceeaZrFixgilTpnDddddRVVXF8uXL+eWXX+jRowcAV111FYsWLeLSSy/l2muvZevWrTzxxBP88MMPfPHFFy1u5ZBIDhe///47Y8aMISMjg+XLl5OVlRX3+KVLl1JVVcVVV12Foig88MADTJo0iS1btoTem3Xr1jF8+HA6duzIzTffTGJiIi+//DITJ07ktdde4//+7/8YOXIk1157LY8//ji33norxxxzDEDor5HGvtvRePHFF5k2bRrjx4/n/vvvp7a2lqeffpqTTz6ZH374IUK59fv9jB8/niFDhvDQQw/x0Ucf8fDDD9OjRw/+8pe/hI5rigzZuHEjF1xwAVdddRVXXHEFvXv3pqamhjFjxrB3716uu+468vLyWLp0KR9//HFE2y+55BLuuusu/vvf/zJz5szQdo/Hw6uvvsq5554b1yp37rnnsm7dOq655hoKCgrYt28fy5cvZ8eOHU1K1PPTTz8xYsQIrFYrV155JQUFBfz++++8/fbb3HvvvQAUFRVx0kknoSgKM2fOJDs7m/fff5/LL7+cyspKZs2a1ej7SSSxEC6dKSkppKSktHBrJJKWocmuzaqkxZk4caLqcDjU7du3h7atX79eNZvNqv4r2rZtm2o2m9V777034vyff/5ZtVgsEdtHjRqlAuoLL7wQ2uZ2u9W8vDz13HPPDW0755xz1L59+8Zt38KFC1VA3bp1a2hb37591VGjRtU79plnnlEBdcOGDaFtHo9HzcrKUqdNmxb3PgfallGjRkW05fnnn1cB9ZFHHql3fiAQUFVVVT/77DMVUJcsWRKx/4MPPoi6XSJpT8ydO1cF1OLiYnXDhg1qhw4d1BNOOEEtLS2NOG7atGlq165dQ+tbt25VATUzMzPi2LfeeksF1Lfffju07dRTT1WPPfZY1eVyhbYFAgF12LBhaq9evULbXnnlFRVQP/7443rtPJB3OxpVVVVqWlqaesUVV0RsLywsVFNTUyO2T5s2TQXUu+66K+LYQYMGqYMHDw6tN0WGdO3aVQXUDz74IOLYhx9+WAXUN998M7Strq5OPfroo+v1ydChQ9UhQ4ZEnP/666/H7DtBWVmZCqgPPvhgzGNUtX5fi+964cKFoW0jR45Uk5OTI36rVDWy7y+//HI1Pz9fLSkpiThmypQpampqqlpbWxu3HRJJY6ioqFABtaKioqWbIpEcdg70/1+6d7Ywfr+fZcuWMXHiRLp06RLafswxxzB+/PiIY19//XUCgQCTJ0+mpKQktOTl5dGrV696s8NJSUlcfPHFoXWbzcaJJ57Ili1bQtvS0tLYtWtXVNesA2Hy5Mk4HA6WLFkS2rZs2TJKSkoi2hKN5mrLa6+9RlZWFtdcc029fWJW5JVXXiE1NZU//OEPEX05ePBgkpKS6vWlRNIe+eWXXxg1ahQFBQV89NFHpKenN+q8888/P+LYESNGAIRkS2lpKStXrmTy5MlUVVWF3q/9+/czfvx4Nm3axO7du5vc3sa829FYvnw55eXlXHDBBRHvu9lsZsiQIVHf9z//+c8R6yNGjIiQnU2VId26dasn0z/44AM6duzI2WefHdrmcDi44oor6rVn6tSpfP311xFurEuWLKFz586MGjUq5rM7nU5sNhurVq06KNf14uJiPv30Uy677LKI3yoI972qqrz22mucddZZqKoa0S/jx4+noqKC77///oDbIJFIJJIDRyp9LUxxcTF1dXX06tWr3r7evXtHrG/atAlVVenVqxfZ2dkRy4YNG9i3b1/E8Z06dao3EEpPT4/44b/ppptISkrixBNPpFevXsyYMYMvvvjigJ8nLS2Ns846KyIOb8mSJXTs2JExY8bEPbe52vL777/Tu3dvLJbY3subNm2ioqKCnJycen1ZXV1dry8lkvbIWWedRXJyMsuWLWuSi5Rx0C8UQCFbNm/ejKqqzJkzp977NXfuXIADesca825HY9OmTQCMGTOmXns+/PDDem1xOBxkZ2fXe0a97GyqDOnWrVu9dm3fvp0ePXrUk9M9e/asd+z555+P3W4PTahVVFTwzjvvcNFFF8VVeO12O/fffz/vv/8+ubm5jBw5kgceeIDCwsKY50RDKLz9+vWLeUxxcTHl5eU8++yz9frk0ksvBQ7se5e0Lj799FPOOussOnTogKIovPnmmxH7VVXl9ttvJz8/H6fTydixY0PvoKC0tJSLLrqIlJQU0tLSuPzyy6murj6MTyGRHHnImL42RCAQQFEU3n///ajZNJOSkiLWY2XcVFU19PmYY45h48aNvPPOO3zwwQe89tprPPXUU9x+++3ceeedB9TOqVOn8sorr/Dll19y7LHH8r///Y+rr766wbSyh6ItsQgEAuTk5ERYJPUYB3wSSXvk3HPPZfHixSxZsoSrrrqq0ec1JFtEmYcbbrihnnVLEE2xOVSI9rz44ovk5eXV229UIhuTrbipMuRgM3Wmp6dz5plnsmTJEm6//XZeffVV3G53gx4UALNmzeKss87izTffZNmyZcyZM4d58+axcuVKBg0adFDt0iP6+eKLL2batGlRj+nfv3+z3U/SMtTU1DBgwAAuu+wyJk2aVG//Aw88wOOPP87ixYvp1q0bc+bMYfz48axfvz4Ue3rRRRexd+9eli9fjtfr5dJLL+XKK69sMHGbRCI5cKTS18KIDGjGWTDQAv/19OjRA1VV6datG0cddVSztSExMZHzzz+f888/H4/Hw6RJk7j33nu55ZZbYiYHiDezfNppp5Gdnc2SJUsYMmQItbW1XHLJJYesLUZ69OjB119/jdfrjZmMpUePHnz00UcMHz68VadNl0gOJQ8++CAWi4Wrr76a5OTkJiVMikf37t0BreTD2LFj4x7blED0xrzbsc4DyMnJabA9TbnmwcqQrl27sn79elRVjeiHzZs3Rz1+6tSpnHPOOXz77bcsWbKEQYMG0bdv30a3969//St//etf2bRpEwMHDuThhx/mpZdeatT54jv95ZdfYh6TnZ1NcnIyfr+/2fpZ0vqYMGFCKBmcEVVVmT9/PrfddlsocdsLL7xAbm4ub775JlOmTGHDhg188MEHfPvttxx//PGAlrn79NNP56GHHqJDhw6H7VkkkiMJ6d7ZwpjNZsaPH8+bb77Jjh07Qts3bNjAsmXLIo6dNGkSZrOZO++8M8JaB5qg3b9/f5PvbzzHZrPRp08fVFXF6/XGPC8xMZHy8vKo+ywWCxdccAEvv/wyixYt4thjj23U7O6BtsXIueeeS0lJCU888US9faLfJk+ejN/v5+677653jM/ni/lsEkl7QlEUnn32Wf74xz8ybdq0iHIKB0NOTg6jR4/mmWeeYe/evfX260sPJCYmAjTqnWvMux2N8ePHk5KSwt///veosiRaKYSGaA4ZMn78eHbv3h3R7y6Xi+eeey7q8RMmTCArK4v777+fTz75pFFWvtra2nrlHHr06EFycjJut7vB8wXZ2dmMHDmS559/PuK3CsJ9bzabOffcc3nttdeiKocH0s+StsXWrVspLCyMUPpTU1MZMmQIq1evBmD16tWkpaWFFD6AsWPHYjKZ+Prrr5utLaU1noilTLeU14aXilpveKkLL5Wu8FKlW6rdvtBSY1hqPeGlzuMPLS5v9MXt0xavP9Bszy2Jjj+g4vL6qXb7qKjz1vv/aG2L2+dv+KGaiLT0tQLuvPNOPvjgA0aMGMHVV1+Nz+cL1av76aefQsf16NGDe+65h1tuuYVt27YxceJEkpOT2bp1K2+88QZXXnklN9xwQ5PuPW7cOPLy8hg+fDi5ubls2LCBJ554gjPOOCNu/Y/Bgwfz9NNPc88999CzZ09ycnIiYvamTp3K448/zscff8z9999/SNtiZOrUqbzwwgtcf/31fPPNN4wYMYKamho++ugjrr76as455xxGjRrFVVddxbx581i7di3jxo3DarWyadMmXnnlFR577DH++Mc/NvqeEklbxWQy8dJLLzFx4kQmT57Me++912D8bWN48sknOfnkkzn22GO54oor6N69O0VFRaxevZpdu3bx448/AjBw4EDMZjP3338/FRUV2O12xowZQ05OTr1rNubdjkZKSgpPP/00l1xyCccddxxTpkwhOzubHTt28O677zJ8+PCoimQ8mkOGXHXVVTzxxBNccMEFXHfddeTn57NkyZKQV4PRCmq1WpkyZQpPPPEEZrOZCy64oMF2/vbbb5x66qlMnjyZPn36YLFYeOONNygqKmLKlClNeubHH3+ck08+meOOO44rr7ySbt26sW3bNt59913Wrl0LwH333cfHH3/MkCFDuOKKK+jTpw+lpaV8//33fPTRR5SWljbpnpK2hYgVNZacys3NDe0rLCys935bLBYyMjJixpq63e6ISYrKysoG23Ly/Sup9TT/wPlQcVRuEhee2IXpw+vH/0oOnPV7Kpn3/ga+3VaKy9t2lOsnLzyOM/rnN+s1pdLXCujfvz/Lli3j+uuv5/bbb6dTp07ceeed7N27N0LpA7j55ps56qijePTRR0Nxbp07d2bcuHERGeAay1VXXcWSJUt45JFHqK6uplOnTlx77bXcdtttcc+7/fbb2b59Ow888ABVVVWMGjUqYqA4ePBg+vbty4YNG7jooosOaVuMmM1m3nvvPe69916WLl3Ka6+9RmZmZmgAKliwYAGDBw/mmWee4dZbb8VisVBQUMDFF1/M8OHDm3RPiaQtY7VaefXVV5kwYQLnnHMOH330EUOGDDmoa/bp04fvvvuOO++8k0WLFrF//35ycnIYNGgQt99+e+i4vLw8FixYwLx587j88svx+/18/PHHUZW+xr7b0bjwwgvp0KED9913Hw8++CBut5uOHTsyYsSIUJKRpnKwMiQpKYmVK1dyzTXX8Nhjj5GUlMTUqVMZNmxYzNp7U6dO5YknnuDUU08lP7/hAUHnzp254IILWLFiBS+++CIWi4Wjjz6al19+mXPPPbdJzztgwAC++uor5syZw9NPP43L5aJr165Mnjw5dExubi7ffPMNd911F6+//jpPPfUUmZmZ9O3bt9ETgBKJkXnz5jV7bH9r47eiau54ez3ds5MYeZTMK9AcuLx+/vzSGnaU1rZ0U1oFihrPJ0YiOQgGDRpERkYGK1asaOmmSCQSSZth/vz5zJ49m127dtGxY8eIfT/++CMDBw7khRdeaHSstERyqFAUhTfeeIOJEycCWpbXHj168MMPPzBw4MDQcaNGjWLgwIE89thjPP/88/z1r3+NyIbr8/lwOBy88sor/N///V+9+0Sz9HXu3JmKioqYmYfF8FY/ylWj7K+/XX+8GnV75H3iH9uYe7o8fh7+8Df++91Oumcl8v6sEdgtDSeUksTnsY828ehHv5GX4uCFy0+kQ5oTs6JgNmlLE0ubH1YUJXbMe2VlJampqXH//6MhLX2SQ8J3333H2rVrWbRoUUs3RSKRSFotdXV1EYlgXC4XzzzzDL169aqn8AE899xzJCUlRc2aKJG0NN26dSMvL48VK1aElL7Kykq+/vpr/vKXvwAwdOhQysvLWbNmDYMHDwZg5cqVBAKBmB4Gdrsdu93epLaIAXPsXFGtZ8if4rDy/848hhW/7mNLSQ3v/1zIxEH1339J4/H4Aiz4RKtretuZx3BUbuPDhNorUumTNCu//PILa9as4eGHHyY/P5/zzz+/pZskkUgkrZZJkybRpUsXBg4cSEVFBS+99BK//vprvVIQb7/9NuvXr+fZZ59l5syZoQQ4Esnhprq6OiLD7NatW1m7di0ZGRl06dKFWbNmcc8999CrV69QyYYOHTqErIHHHHMMp512GldccQULFizA6/Uyc+ZMpkyZckRn7kxxWJnQL48Xv9rOb0VVLd2cNs+uslrqvH6cVjNnHNu8sXFtFan0SZqVV199lbvuuovevXvz73//u9FlFiQSieRIZPz48fzzn/9kyZIl+P1++vTpw3/+8596E2bXXHMNRUVFnH766e0+tknSuvnuu+845ZRTQuvXX389ANOmTWPRokXceOON1NTUcOWVV1JeXs7JJ5/MBx98EDEeWLJkCTNnzuTUU0/FZDJx7rnn8vjjjx/2Z2ltdM1MAGD7fhmDdrCIPuyamdCk0kDtmRaN6fv000958MEHWbNmDXv37o3wC4/FqlWruP7661m3bh2dO3fmtttuY/r06YelvRKJRNJUpJyTSCSS5uVAY5paOx+tL+JPL3xH3w4pvHvtiJZuTptm4RdbufPt9ZzWN48Flwxu6eY0Kwf6/9+idfpqamoYMGAATz75ZKOO37p1K2eccQannHIKa9euZdasWfzpT3+qV89OIpFIWgtSzkkkEomkMRRkhS19Ms/iwRGy9AX7VNLC7p0TJkxgwoQJjT5+wYIFdOvWjYcffhjQ/MI///xzHn30UcaPH3+omimRSCQHjJRzEolEImkMnTMSUBSodvsoqfaQndy05DWSMFtLagAoyJTxz4IWtfQ1ldWrVzN27NiIbePHj2f16tUt1CKJRCJpXqSck0gkkiMTu8VMh1Qtm+/2/TUt3Jq2jeg/qfSFaVOJXAoLC8nNzY3YlpubS2VlZb201wJjbZdAIEBpaSmZmZkysFPSJlBVlaqqKjp06IDJFH+exuVy4fF44h5js9lkgp1WjJRzkiOR5pRzUsZJ2jIFWQnsLq9j2/5aji/IaOnmtEm8/gC7yuqAsMuspI0pfQfCvHnzZKYzSbtg586ddOrUKeZ+l8tFttNJdQPXycvLY+vWrXJQ1I6Qck7SXmgOOSdlnKQt0zUzkS8275eWvoNgT3kdvoCK3WIiN1nKAUGbUvry8vIoKiqK2FZUVERKSkrU2W+AW265JZROGKCiooIuXbrAop2Q0H4yPknaMbWVML0zycnxC4t6PB6qgVuAWCLOBcwrLMTj8cgBUSulWeUcswEZEyJpC7iBRw9azkkZJ2nrFATLNmyTZRsOmG26cg0mk/R2EbQppW/o0KG89957EduWL1/O0KFDY55jt9ux26MMehJSpNInaVM01k0vDYiuGkBdczVGcshoVjmHHan0SdoSByvnpIyTtHU6p2tK364yqfQdKLuDrp2iLyUaLZrIpbq6mrVr17J27VpAS1W+du1aduzYAWiz11OnTg0d/+c//5ktW7Zw44038uuvv/LUU0/x8ssvM3v27JZovkTSKrE0sEgOL1LOSSTNj5RxkvZKWoINgIo6bwu3pO1SXqfF/Iq+lGi0qHz87rvvOOWUU0Lrwj1p2rRpLFq0iL1794YGRgDdunXj3XffZfbs2Tz22GN06tSJf/7znzKNuUSiwxpcouE7nA2RAFLOSSSHglhyTso4SVsn1an9Z1fWyf/mA0X0nehLiUaLKn2jR4+OW3xy0aJFUc/54YcfDmGrJJK2jYPY7p2y1OvhR8o5iaT5iSXnpIyTtHVSE4TS50VVVZmB+QAQVlKp9EUiPSEkknZGPBcn+cJLJJL2QCw5J2WcpK0jFBWPP4DLG8BpM7dwi9oelSGlT0oEPbI3JJJ2RkJwkUgkkvaKlHOS9kqizYzZpOAPqFTUeaXSdwCELH0J0tKnp0UTuUgkkuZHJnKRSCTtHSnjJO0VRVFIcWj/yTKZy4Eh+i3FIZU+PVI+SiTtjHgxfYHD2RCJRCI5RMSSc1LGSdoDqU4rZbVeKl1S6TsQRL/JmL5IpNInkbQz4mXvlOJPIpG0B2LJOSnjJO0BoaxU1Eql70CQiVyiI5U+iaSdEc/S5z+cDZFIJJJDRCw5J2WcpD2QIpQ+6d7ZZAIBVZfIRSp9eqTSJ5G0M2T2TolE0t6R2Tsl7ZlUqfQdMNUeH4Fg7ZYUqfRFIOWjRNLOcCItfRKJpH0TS85JGSdpDwhlRcb0NR1h5bNZTDisMvOpHqn0SSTtDAux41rkCy+RSNoDseSclHGS9oC09B04Mp4vNlI+SiTtjHiWPt/hbIhEIpEcImLJOSnjJO0BqfQdOFLpi42s0yeRtDMsZrBaoi+WJno6zJs3jxNOOIHk5GRycnKYOHEiGzdujHvOokWLUBQlYnE4HAfxRBKJRBJJLDnXVBknkbRGhMJSKZW+JiOTuMRGWvokknaG0w5OJfo+rwrUNv5an3zyCTNmzOCEE07A5/Nx6623Mm7cONavX09iYmLM81JSUiKUQ0WJ0SCJRCI5AGLJuabKOImkNSItfQdOZZ1m75dKX32k0ieRtDMsFrDE0LEsatOu9cEHH0SsL1q0iJycHNasWcPIkSNjnqcoCnl5eU27mUQikTSSWHKuqTJOImmNpDiEpU86LDcVoSinOKSKY0S6d0ok7QyrDaz2GIvt4K5dUVEBQEZGRtzjqqur6dq1K507d+acc85h3bp1B3djiUQi0RFTzh2kjJNIWgPS0nfgyJi+2Eg1WCJpb1iIPZ0T0P5UVlZGbLbb7djt9riXDQQCzJo1i+HDh9OvX7+Yx/Xu3Zvnn3+e/v37U1FRwUMPPcSwYcNYt24dnTp1asKDSCQSSQxiybnA4W6IRNL8SKXvwJFKX2ykpU8iaW84GliAzp07k5qaGlrmzZvX4GVnzJjBL7/8wn/+85+4xw0dOpSpU6cycOBARo0axeuvv052djbPPPPMQT2WRCKRhGhAxkkkbRmhsNR5/Xh8ciajKYTcO6XSVw+p9Ekk7Q0TYI6xBN/4nTt3UlFREVpuueWWuJecOXMm77zzDh9//HGTrXVWq5VBgwaxefPmJj+KRCKRRCWWnGviqKYxGYpdLhczZswgMzOTpKQkzj33XIqKiprlMSSSaCQ7LIj8Z7JAe9MQ/SUtffWRSp9EwxJlsdOw1UgsxnNlssaWoxGWvpSUlIgllmunqqrMnDmTN954g5UrV9KtW7cmN8fv9/Pzzz+Tn59/QI8jkRw+oglC4yJ/NlsFzWTpExmKv/rqK5YvX47X62XcuHHU1NSEjpk9ezZvv/02r7zyCp988gl79uxh0qRJzfYoEokRk0khya5FYMmyDU1D9FeyQyp9RmRM35GKqGWkEJ4xVXSLfj1efJjIlOYProvFZFiXHD7EjHczMGPGDJYuXcpbb71FcnIyhYWFAKSmpuJ0aqWRp06dSseOHUMuonfddRcnnXQSPXv2pLy8nAcffJDt27fzpz/9qXkaJZEcMOLlEELOpPtrIizwYs1aBdCEnV/3WS/kpNA7bDSTnGsoQ3FFRQX/+te/WLp0KWPGjAFg4cKFHHPMMXz11VecdNJJB98IiSQKSXYLVS4fNW5/SzelTSH6K1lm76yH7JEjBUX3Vz/eEWMeC5FKnslwLGgKnj4dtkpY8TOOf/Tb/IZzjdeQNC92Yr/ZTcz+/PTTTwMwevToiO0LFy5k+vTpAOzYsQOTKTwzUFZWxhVXXEFhYSHp6ekMHjyYL7/8kj59+jTt5hLJASMEnlGZsxHWFiyAlUjlryGlz0dYyPmCi14J9OkWvYCUgq7ZiSXngjLuQJJVQf0MxWvWrMHr9TJ27NjQMUcffTRdunRh9erVUumTHDISg5a+Kre09DWFarcmBET/ScLIHjkS0Ctu+jgIu/isRk6A1zs3uDHaBLaKNt4x7jeOg4TiB2HFQ3+upPmINwPexLGnqjZ8wqpVqyLWH330UR599NGm3UgiaVb0s1l2NGXPhub7Z0ZT9mzB/Xq3hoZ+EoUyJz4LJdAHuAA34AU8wW1u6gtASbMQS84Fu7lz584Rm+fOncsdd9wR95LRMhQXFhZis9lIS0uLODY3Nzfk+SCpT1VVFXPmzOGNN95g3759DBo0iMcee4wTTjgB0H5b5s6dy3PPPUd5eTnDhw/n6aefplevXi3c8taDUFqkpa9pCKUvyd5MLk/tCKn0tWf0ge0WIie5zcF1Mamtd/fUo1fkxKS5cZ8lyrEWIq1+RqVPbwUU8kwqgc2DiLGMhqzzKmm3KGj//Pbg4gQSCSt6IiZPLwQPNvhY79JgtPy5gFo0xc8TXPfojpEcFLHkXFDG7dy5k5SUlNDmxlj5RIbizz//vHnaeATzpz/9iV9++YUXX3yRDh068NJLLzF27FjWr19Px44deeCBB3j88cdZvHgx3bp1Y86cOYwfP57169fjcMgUrADJIaVP/nA3FlVVQ/2VZJcxfUak0tfeMHoy6cc5djSrnlDe9F5MscY+zZGQRSiVYnwkFEIzYWUwWiygnBg/MMR3LpG0a4SgsxK23CUEF7tusRLpr24hfrByUxECTMykCXdOR7AtXjTFr4awNdAV3C4F3QHTgJwTSaoai8hQ/Omnn0ZkKM7Ly8Pj8VBeXh5h7SsqKiIvL+8AGt7+qaur47XXXuOtt95i5MiRANxxxx28/fbbPP3009x9993Mnz+f2267jXPOOQeAF154gdzcXN58802mTJnSks1vNSQGLVXVUulrNG5fAF9Ak6mJ0tJXD5mGrL2gT8hiJZx506lqS4IKDhXswcWqBhXA4BKNWKEoapR9xuOM64rhsz6sxrjoLZQyC2jTaUTJBomk7SKEnQVNyCUD6UAmkBFc0oEUNKVLWP9sRMbwHcz99Ytoi1A8Q8I32LYUIBVIC/5NCW536tojBV2TaaaSDQ1lKB48eDBWq5UVK1aEtm3cuJEdO3YwdOjQg3uGdorP58Pv99ez2DmdTj7//HO2bt1KYWFhRJxkamoqQ4YMYfXq1Ye7ua2WRGnpazL6vkq0ydlvIy0+BHzyyScpKCjA4XAwZMgQvvnmm7jHz58/n969e+N0OuncuTOzZ8/G5XIdpta2UoQSJUJWElRIEguQrEKSD+w+sPrBbFxizDYHgIBhMCJcMI0hKsZ4v8YksIsVayjCb+R46MBoRMkGyeFFyrnmxExY2csGOgKdgn+z0RSrJMIWP6NLp9G3vKlLLMFm1D6ET70Dzc00HcgCcoA8XVudyDo3B0AzybgZM2bw0ksvsXTp0lCG4sLCQurq6gBNGbn88su5/vrr+fjjj1mzZg2XXnopQ4cOlUlcYpCcnMzQoUO5++672bNnD36/n5deeonVq1ezd+/eUCxkbm5uxHnx4iTdbjeVlZURS3tHlGyQlr7GI+IfE2xmTCYpU420qBr83//+l+uvv54FCxYwZMgQ5s+fz/jx49m4cSM5OTn1jl+6dCk333wzzz//PMOGDeO3335j+vTpKIrCI4880gJP0MIY4/OEJ5Ow9Jn94cnoWARMQcXOcFA0GdMYxS5aXF60azWU10C4n1qonyFdEp94iVxkJvnDjpRzzYUJTbBlElbqEgkrTWIO0yjwogmbAy2rIJRG/bnGYGeBPthZuJVa0bQSH2Fl0IXm+lmDFvPnRQq6RhBLzjXxa21MhuJHH30Uk8nEueeei9vtZvz48Tz11FNNbvKRxIsvvshll11Gx44dMZvNHHfccVxwwQWsWbPmgK43b9487rzzzmZuZesmUSp9TUZkOpWZO6PTopa+Rx55hCuuuIJLL72UPn36sGDBAhISEnj++eejHv/ll18yfPhwLrzwQgoKChg3bhwXXHBBg7Pm7Q5hIRPjhwQ0616iCgkBcATA5gNLAExxYkYCJlB1Cl+9ElNKZLyd0bIXzdIXr1xVvGvFOlYcpy+nJYmP8C6LtjScy0DSzEg5d7CY0BS7NDQLWS6a4peKJvyMMXsBw2K01HmJTLjSVCuffl34ucdTIo3lIIQfu0g2k0DYDVQknrEiLX8NEEvONVHGqaoadREKH4DD4eDJJ5+ktLSUmpoaXn/9dRnP1wA9evTgk08+obq6mp07d/LNN9/g9Xrp3r17qO+KiooizokXJ3nLLbdQUVERWnbu3HnIn6GlSZLunU1GWPqSpNIXlRYbQns8HtasWRPh020ymRg7dmxMn+5hw4axZs2a0OBny5YtvPfee5x++ukx79PuXAL04wY74Xi9BDWo7AXCLpymQJRxg6IpevoFdGMXRVtUpf54Rh/Lp1fI4h0TbZs/xnGBONv0zy7HQvGJFc/XjEXbJY1DyrmDQcxuOdAUvEw0l8gMwjFx+hTERiETazFm2TyYxVikVI2xGOsG1gu+RrNeCsulnUhFVlIPKePaBImJieTn51NWVsayZcs455xz6NatG3l5eRFxkpWVlXz99dcx4yTtdnsoOU9Tk/S0VZJkyYYmE87cKZW+aLRYr5SUlOD3+6P6dP/6669Rz7nwwgspKSnh5JNPRlVVfD4ff/7zn7n11ltj3qfduQSEEtWp4UlhWwBsjSzeGVA0C58RP0QMLqLJmGheUkZ3zmjunQ2tx7p2rOOjeVhJwjjQxsLRkJbSw4qUcweDBc0KlhVcEoldkVsvEPS19KC+cDHubyrRipkK983GDM6M9QBNum1m3V+VsHIqZ/rrEUvOSRnXKli2bBmqqtK7d282b97M3/72N44++mguvfRSFEVh1qxZ3HPPPfTq1StUsqFDhw5MnDixpZveapDunU0nXJhdzv5Eo02Jx1WrVvH3v/+dp556iu+//57XX3+dd999l7vvvjvmOe3CJUCMB+xok8GpaDkBkv3g9ILVIBBUBfxmbdEnYqm3TuR4wlg3D+onblGpP9kd7dzmurY43jh5LxW+2ETLiKpfJK2aI1bOhbCgCblcoCtQgGbdE7NcQoYJpSjeIkoj+IJ/9etiESUUYi0ew7GeBu7ZlFl5vcVPn41UZPtM0u2TFr8IpIxr1VRUVDBjxgyOPvpopk6dysknn8yyZcuwWrXaaTfeeCPXXHMNV155JSeccALV1dV88MEHskafjiRZsqHJSEtffFqsV7KysjCbzU3y6Z4zZw6XXHIJf/rTnwA49thjqamp4corr+T//b//h8lUX4e12+2NKsraahHeQFaC4R+i7EJAi9lTVG0xEnK9NLpwKpFumcZ1QUB/DJFKlmrYF+1cY1mHxlw7mpXQeD0jbWra4jAhkvpIWhwp55qCcHtMJjirhRbnJpQeE9F9xSHS0qe37In9xrg7vUBpaAZJJGLRJ4qJVuhUf0yA6MJJr7CKoqTis7DuQVjgi+OjPdsRjpRzrZrJkyczefLkmPsVReGuu+7irrvuOoytalvIkg1NJ2zpk0pfNFpsyGyz2Rg8eHCET3cgEGDFihUxfbpra2vrDXjMZm0mRFXb4Q+hvvawPViCIRS75wvG7OmeWyhx+guoQXfOQHCAoo/bMyZqCV1Dty1gWI+WuyCeEtfYax9ICE6sEJojHWnpazVIOddYhDuDE82qlxX8m0RkZk6j6d8oPHxRPgsB4jXs81Lf6teQBc9vuJZRMOldFmLNUpl0n/Uxe8bCc/qaf/rSE9LiB0gZJ2n3SPfOpiOVvvi0aK9cf/31TJs2jeOPP54TTzyR+fPnU1NTw6WXXgrA1KlT6dixI/PmzQPgrLPO4pFHHmHQoEEMGTKEzZs3M2fOHM4666zQoKhdIX73RXK3RJ9WUy+aZQ809009PkPWE+M45GDXacKx8daFPGtMfGBjONLHRXbkDHgrQsq5xmBDE3KZQGcilRyI708uYvRUw/5oMX6x6sfEs/aJtMEiblooZ+J6+nX9fp/uXIj8ubVE2Q+R8YFQX+B6CLuXHuFIOSdp58jsnU1HunfGp0V75fzzz6e4uJjbb7+dwsJCBg4cyAcffBBKerBjx46IGe/bbrsNRVG47bbb2L17N9nZ2Zx11lnce++9LfUIhwaRtC5UhipYhsEcQDH7g0qfguoP9o2w5gnqraOzqhndO4ntORTNcofuWAzHGjN6Gs+Nt663JOrX0a2r1M/Mpveu0ntWCdrrGDkeIhdENORvx2FHyrl4KGiCLgctji2VcMFRiB4UbMyaaVTqolncjKmAmzKjpD9OxNaJ+5gN6yrhly+a8DHOSMXKjKVX+gKEg7pBunoGiSXnpIyTtBNk9s6mUy1LNsSlxXtl5syZzJw5M+q+VatWRaxbLBbmzp3L3LlzD0PLWggxyWtDU/gS/Vp2TouKYg7+2OtdOEOlF4ii+Omu6zeWZiC8bgx7MSp+0eRNNHfKWIpdtGsbQ3OiuZIa3UQh8plElnZ9xna98ieOP9KynsebAT+Cx4gtiZRz0RBJTNIIu3ImEKnw6JU7vZJn9A3Xrxv3Gz8br90QegGiFzJCGTPG+0U7z2jNM8Yning+P2FLof6z0HD8aH0WTVgfYcSSc0dwl0jaF8JF0eMP4Pb5sVuOxFnsplEj3TvjInultSFcOp2qNgZy+kP19hRTgIBfFFQPImrqic/6QUcAIuL2BNEsbNH2RVungX2xjhc/xEqcdTGeMsYOxprQFseKyXOhMOu7QeRTOJKUvnhxLfKNl7QKFDTlJQmt9l462gheuDtGS+kbK4VvvHWjADGWa2iMWUhvndMncYGwADIKGeNMk8mwXSh5xpkxUY9GLyBNusVCpPJ7BBNLzkkZJ2knJNrCSl6NWyp9jSHs3in7KhpSPLYWjC6dSUCiW9tnUjGZAgR8xpi9GP/UeutcrKR2xvVYcXUY9scinqeR+C8TzwiRoTr6XAgiXCVg2G68thgDibAYfWiMUB7FvWO5hrZX4mW1k6UuJK2CBDRFLwvIIxy/J15qY8weRCo78Vw99Qqj/txYdfwaQi/89KUThGDz646z69rjIFIYQTgzl95y5ydylkrfbiNiZktfE/AIdf2KJeekjJO0EyxmEw6rCZc3QI3bR0ZirAK8EoFM5BIf2SutAaHA6F06ndoPuWLSfsEC/hgxewGj5Y/geEapn2kzXgyfcdzQ0LoR/RhKeG2JIvJOP9YEN1a7B7vDjZM67IoLKz7Mqh9U8KpWPNioDiRSUZqGv9wGlRYoBSoJJ9kTbddPtouxopgkN+v26z2vRAhOe0da+iStFgVN0OWguXSmEfkPq1f0jBYtlUjFTj8zpBr2690647kNNNZaJmas9K4Doq1C+Ohj+exo5SZEbUFncJveQujRtddDpMuCL3i9eMqpPoHMEaj4SUuf5AggyW7B5fXIDJ6NpMYjlb54yF5pafRlGRLQkrbYAppLp0n7wVdF6YVQTb3gX1W3XTswvD1WOQNjKIwYUxjDQxpa17dfX6IqON4xJWkKXqKjhgxbMTmOQjJt+8mylpBRVYGt2oPF7cPs8YMPfCYLHquVuoQEKtKTKEvIojQ9i8L0PPbUdMC134m/zAbVRCbR07t46p/ZOBbSj7Xae4xfvJg+OQsuaTGEe2ISWsKWJDSFSLysevdN4+dAnP3CcqeP52soe6deCWwMQtDoZ5KEImhFU+7yIdUOqTbIsEFeApY0E1abitPkwUFd8CkVPFio9Drx77ejlgC7fLDPD4EaoIawEqhvr154o2vHEfpSx5JzR2h3SNoniXYLJdUemcGzkVS7ZPbOeMheaWnEmMGuahnLHVrSFhQ0l04Rw6cCemsfSnDdUJLBGMNntOzpt+mVpHilEuKNjYS3kRnNqmdXMSf7ScwsJyehiE62nQzw/sSxvp/p4d5Cr5pN5G/bDztBLQO1AtQ6wAZqEqh54BkAmxJ68WvCMazOPplVttEUb8+nalsarj0OAuVm8Cph5U6/GH/w9cqdcaK+vSItfZJWiajDl4lm4XMSfnGjFeLUK3XRSjYYY/yMrqDxXBr0qYKb+gxC2bKBYgdLGlhzMFkHYDnKhLmXirl/APMwP4m9yklOLSfHXEymWoKiqnixUqmm8Ht1T1w/JuFba4eVZrxrLHhcJnx+FWp9oIo6gsbnNWbEOkKRlj7JEYBQXqqk0tcoZPbO+MheaWnMaGOfJEJ1+BRzQEvaImL2AlFKMgiFr6G4vFhjH1+UdeO50db1WAlnEreDKd1DQkYlfdPWMZ5lDPd/wZCKr0lc4kf5SkXZqsIulepSqPJArR+qgDI0A54LcCtgUSCDTRxj38zkju8SuNjE9vEd+f4P/fm7eisbP+6Pe4cT9qFNipt1bREeUXpXTn3OhCMhxk/Uc46GnAWXtAjCwifq8DkIF13XF00Xips+sLcpMX7R9ol1/T//gSp9oL1gycBRkH08DE/EfJafbhdu5A/Kco5Vfqaf8guDan7GuiuAsgGUfaom6KrQBJ0XVLOieYB2APURhTe6nM7issv4YO2ZcLEKlT9DYH+wfyyAO9hu4etuVISPMGLJOSnjJO2IRFmrr0nIOn3xkb3SUojkdYlAggoONVyHD0MMn55QDJ8+Zk9XnkE/CawfCxgTokRbh4aVPr0bpwXtRzdZJbvDHgqcWzjGup4zeYe+6zaSu7uYpF0eTDtBSQKOArU7JPjB5oc0H/g84C0D/37wlEPVPtgV0ML4Snwq63b4YbEf53t7Scmr4ck+s9l0cXc+6D2ed8vPpGZFGlQp2kBKlLoQmdStun42G9ovnrk9Kn7CeBJrn0Ry2ElES9ySgSY0RB2+WDF8sax+xpg9vWunMbmLcfbrYJQjEYuYBUovSOsOUxLpMW4Hx3TZyKDcHxhq+YJOuwpJ219JcmkVCUVulH2glAPlaEKtFk13EwuACdT/wuiUL+iZuINr05+C+XBTxk38/no3aheZgNVEuifo3VqPUGLJOSnjJO0IWaC98fgDKnVeTc7LmL7oyF5pCfRxfA40105rABQVRVFRI+L0dAFo+hg+ffxetNi9aC6e8dw7oyV6Ma4bXSWdAcxJPtIyyumduoG+ll8YpP7ACXxLtqkcxQxVziTqejpxKw58Zgt+sxnVrKAEApj9ASweL44yF84yF4klblK3eaEQ9ldAWSWUVEL5ZnBudpNhL6ZgazH2gk3UdfdCssIPvQez4/cC3JVOLQwGIif19a6cIveC2C6ObW8xfg6kpU/SShBxb8nBJZH6dfiixfDFct+MF88XK/GL/l4HghnthcqGzK4oBV1x9E2n+5lbOenkzxjk/IHB7u/pX/Iz9t0+zEVoXgh7CbsxVKMpfS40Zc+FpgC6QPWAzwUp5mJ6pxbTqzPQGc5MP5HtPXpQMjaND3d3gq3bwGWMSTyClb5Yck7KOEk7Qigv1bJAe4OIJC4AibJkQ1Sk0tcSiHwGVjWo9AXAqv2z1vsJD5h02TiDGowKoWLr0Sx7YqzTmHU1yrrAuB5KLqdq4SxpPhKyKuib/QOj+IQ+rKcXm0gKVFN+TAJVx6RQpqazK9CJfeRQrSZRSwJ+zFjxYsdNilJJB2UPHZQ9ZNfsJ39LCb0+DtB7bQDv+gCFP8L3figKwBY3/LoWel1RwvABL3P+uA949I5reMlyGbu3dsa326oNpoS1L9htoWc2KnftNcZPn9Qv2j6J5LBhQlP0MtB8GUXiFqGsGTNuNtbS5zcc35ALw4GioGXYygLLYJTjeuK4xEP+H7dzqWMBY1lB54q9ZBRXwQ6gCM2qVxr8Kyx7wiNTLN7wtoAH6mqh3A21JeD5HdRVcFv2Xdinw85HOtH3zV9xL6whsMuL6nUd5DO1E2LJOSnjJO0IUW+u2iUtfQ0hrKFWsyJrGsZAKn2Hm1DiFoLZvP1gCU9Nqn7dP6qI6VNNQSWvgRg+43pDMXz6cRNR1vXos5EngqlHHV3SttM1YTu92ISJAL9yNN9zHDtMXfiNo9hXlk/p7hzU30yoRQpqNeBRwgXoHSpKCih5AUydPaRklXF0v1855ZhVnBj4mmNKf6XLZ0V0fBOqv4PizbAGKASKf4bU9ZVc9fSDXLTyRZaePo17fr0LPgXqiMx2rrdkimdozzF+8Sx9TRwDz5s3j9dff51ff/0Vp9PJsGHDuP/+++ndu3fc81555RXmzJnDtm3b6NWrF/fffz+nn356024uaeOI0gVZaAXY7UT+5OiVtoZi+Izxfsb9esF2MG6P+qKiFiAXGAhZPeEiJ0f97ReG53zOCMunDFNW06WsCHuZR7PolaFZ80TyTRFjrC+tZQ2uixjkWjCZIFkFtxc8AU1PLAW2lIBpPiQ9t5vCvnnc+OodfPJpLzbMzgHWNvI5mpKhtI0RS86108eVHJkk2LR3udYrlb6GqAlaQ0WfSeoje+Zwo1N4tOR1mltnBKqiJW+BpsXw6df1Vjyj55R+W7S/Yr8+O7mfoDuqCpmQnFaJxeGj1pTAZrUn31UPxrvXgXeXg5rNiVQWpuAqceItcUAx2mBIlKUSM7Q2tD5IA9IdeDIc/JSfyL4enfjoqD/QKXsnw0/+kpFdPyP3x710+L4SxyewaSsUe6AqAN94PWT/v0JGjHqFZ0ft5c8nLyDwi1mbZXdR37LnN6y3R5oxpu+TTz5hxowZnHDCCfh8Pm699VbGjRvH+vXrSUxMjHrOl19+yQUXXMC8efM488wzWbp0KRMnTuT777+nX79+TWuApA0jatVlor3sInGL0XIniOXOabQERlv0VsPGKHz64F69qV9oag406+RgGJSN9WQTedO3MTzrcwZa19KFnSRThbnOh1KDpql5gpcS9dlFohFPcBHHuIOfq4PH2LTbJwbdPL0+TdQGVKj2QlmliuvXakbf9iJHD+jOxmd7suDPI1ADm9AEa7TnEm4ZxtTN7QgZ0yc5Aki0af/QtdK9s0FqRY0+mxQCsZBK3+FEX9bJRrAenxqp9NWrvWeswxcnhs8YIqMPddGHvAQMx4mEcPrxkjhGjIdE222AHZSAgqs6gf1uC8XVueze2RHvZgf8ZoZ1wO4AVAS0UYtLBbeqjWIEJgXMSnB8pYBDwZdkozQrh9I+ObD3GFKOKqekUza1xyRwbMY6enX+nU6Onfg/8pOwB/aUa2Ez/uUeOtf+ypiMPYw5cTJr8gZTpmbAfrSxoijU7iMyoYvoL6MLaFsnXvbOJk4WfvDBBxHrixYtIicnhzVr1jBy5Mio5zz22GOcdtpp/O1vfwPg7rvvZvny5TzxxBMsWLCgaQ2QtFFMBLM8oWXtFAofRM5A6YOLjbX4YsXxxVL6IH5Alz64V68YmQkLOlEwNRXoAh0LMA1VcI6rpNPAbfTgdzqwhzS1HIffhcmthmWnMGyKv75gF3jRlD2hALoJJy81g2IGNQA2NzhVzdrnDGgtUdEmt4r3Q5/3f+QYy17yhu9nzSn92PB9AlVlKpr2qH9GvTak92lvZ3GAseScNIhI2hFOYenzSKWvIUQfOaXSFxOp9B0u9EqTTQ0u3vrHhWL4YtBQDJ8xx4Fxf6wJcg+RYye926NYtwNWBdxQvj2X8tJcTev6AfhaDce01ILmYylGQ0bfUsAfrLUHUK33ebLDt8AyM5WdM1k+4EyWX3Qmx/dYzZjTPuTa0x+n44MV5L7vp8vn8IlXu2XFF5D3UyUf/HMcp/X+kJWZYwh8YQ7PvpuCz2hM6qLo9ouBW1tX/BpRp6+yMtJCYLfbsdtjVXQPU1FRAUBGRkbMY1avXs31118fsW38+PG8+eabDV5f0l6woylOGYTdOuMpdT7D31jundH2NWaUrw8A0xf2FC+LCLR2ormjdgDTsTARbOdVkja0mN78RjJVJFJDklpNUq0Lk4ewVS8FzWVfL1OFGPSiuX2KrJ3B2qRCcVEUzcs/ETAFwFMXNgzWodnzvgPy397HUV/u54ld+5l55o18+3FH1MBPuufUK33R3Bz0PwxtHFmnT3IEkBBUYOqke2eD1Hmke2dDyJ45XIgQETE7aYvi0inKNARMYfdOiB2zF0upM5ajEqEy+v3RciEY8x9YCVvIQAum86GNQDYDvwPbgS0q+GrAXwuBOsKZC/TPGE2TjTYQs4DbATsdsNsOa+zwBawdcDwbh/Th7T+fxd9mPMRJw7/hqOW/c/Yj8HE17AnA5mp470+w4P4/suLY87lq5LPwGeH6xmLc4yPSu8tK+6IR7p2dO3eO2Dx37lzuuOOOuJcNBALMmjWL4cOHx3XTLCwsJDc3N2Jbbm4uhYWFDTRc0vYRgi6TcPIWC/XdLmPF6aFbb2yMX7y2iBdBX2dGmOMi3C7QLHx5QBfISocxwDhI7FZLilWb7LDixYIXEwE8NhPmhACKGc2YmaVrlpew1uYlMmunG00BTEBzQ3cQMjRaFEhQID1Yx1Q4H/jQSvyVAFWlfgZ3+pXrF/2LVZNPYsFVI4GNhv4VwlsIOX32GKJ8H20Q6d4pOQIQVitp6WsYaelrGKn0HQ7EeMMaXCyq5tYZF2N2zijZOvXrxri9aC6c0cZYxgR44lpm3X4xVhCV1LepsAUor4MqF9SJqWtP8EIeorsR6TUtsS4GbXoXKy8E3BCwgs8OWxLwVVmo3pnEdldPFo69gq3ZPRk34UOGFn9Nv7cgsQg2eaGwCrKWVFIw4XNum3Y7922Zg6/EGn4Gi+HZxPMam9aWiefeGRzz7dy5k5SUlPApjbDyzZgxg19++YXPP//84NsoaacIF8kkwpk6oX6AMdS3+ol1o0CLt8RrhxC8oXTJhM1rQhiLl8WJZpnsCB1ToLsFegCJ4LeY8CtmFAKY8aNiwq3YqbQm4033YgoEMKkBFFTMXj9mXwBLMG5PEUqfcOt0BRfh3qmPmfZox5u8kFQNSTXgVcM9YUHTFV0q/LbfT8Gzv9K7bybHPDqcX29MR/XW6fpE774q1sU2EWTYxhW/WHIuigONRNJWSZBKX6MRMX0JUumLiVT6DgehWD41WChc1Xx4IByvJ1ANFr6G4viMsXrRErJE84bST6YLxQ7DNb2EZ6XL0fwoCwOwxQNFPghUocWTiOnraGnSFcNnNcp2cWOxTdzcrF23EqiyoxbaqK1I4TPHKdQNdkJBgO7/t428bfvhJx81u2FbAHZ+AXmJv3PhHxbxYrfpFHrycZc5tUvags0TAy2R5bMNj33q0QhLX0pKSoTS1xAzZ87knXfe4dNPP6VTp05xj83Ly6OoqChiW1FREXl5eY2+n6QtIgSdA82MZSM8k9KUjFJE2R4vji9WO4RlTyh4InOUyJ5iD64naospDZyZ0NEEXdESTKlodVNRsOLDRAA/ZlyKgwpzGq4kN2Z8mAlgxofV68XqC2DzBDA7AiheFXwqilfFFJwbU0RZGb04FIleXNp+uxMSXeDz1Y/E86B51Xd8ex/5/i2Mvus3fut8LP49JeCq0fW33tIHkYJBn+CljQo/aemTHAGE3Dul0tcgojC7VPpiI5W+w4GYaA5NMge0rJ1QP4YvlK2ToO6kRCpzEN2dUz95rv8914+ZPIbzvITHXqKwubi+m6CyBZSqsAnYCpS5gV1oJj+hNcZ7cP3LJxoO9WNOjAJNBNwFNU/VATUJsCYTKuG7cUPY9H+9cYyp5VJ1KV3eLCL7RfhfpVYX2fyhh25fFnFx0fO87LuITRuPhgol/Oz6JILx6tq1ReKVbGjiLLiqqlxzzTW88cYbrFq1im7dujV4ztChQ1mxYgWzZs0KbVu+fDlDhw5t2s0lbQwTmpATwW3CjRKiBx3rBVU0d89Y8X0NxbZEuFXo2mJDs0DqrXvJQBqYEsGeAH2ALsFHqAbKweb2kEgNyVRhwYcXKxWkUE0SZvyY8WPBiw0vVqsXi9WH1enFmVqHBS8Wvw+r14ezNoBSC2otKE4iQwr9hJwlFLfWzKTaoN3Up7UYwr4RfmA90OfrH7n/ut9ZPL2Q2n//ABt26frIKGMDRAbCuYN/22isUCw5Jy19knaE0yoSubTR9/QwIko2iD6T1Ef2zKFGl/FSGwP565doAENMH7EnYo3jJjEFrI/vi5a4RXheitAO/ThLZLgUrke1aMEj+9Cse9uAmiLw7UfTBKupX9VcX99KP5usEv3fTGhb0XwqhQIopsL1gYhe2JoN/zNTuTmVB5iDa4CTcakrGJrzNaPuga+8Wp2rFW4Ps+f+g03nH82eTnnUvJsevT9NRM66x2pWW6ERiVway4wZM1i6dClvvfUWycnJobi81NRUnE4nAFOnTqVjx47MmzcPgOuuu45Ro0bx8MMPc8YZZ/Cf//yH7777jmefffYAH0jSNhCZL9MI1qOJcowQVnqFTh+kbPQ1j6b8xUIhnDRGWPaCVryQ9TE1uO5EUwCTIckEKQrkBJseQJODAFngcLpIpgoHdfiwUEUydTgwo7l0Kqgh5U+L+fNhwYcNN1Z8WE1e7HY3DpuLhJRanB43SeXesNInatVXBe8bzN6SANhrNDdPajQVTUhXS/Cw4jL4Zl0N6xf05qpPn2LZhmHA90RX5PS+/ASvJB60DVr8mjGRy6effsqDDz7ImjVr2Lt3L2+88QYTJ04M7Z8+fTqLFy+OOGf8+PH1shtLJM1Nol1a+hpLnSjZYG9Ps/jNi1T6DjUhD6Oga6dQLgJBrSLkvqlPrQ0hC5/RlVOPcXs0N0/jWEoY51QiDXUeNF2uCs2VcxuaC2dZHVSWgb8ITeET6eishONlTITdM/UDh3iBcsbnNT6YcV0MVBTwVUJxAup6OxVvpPF+ylmQZiZzbAldV/1Ohx/AWw5Ffti1vJJRE96GXiov51yiKbPGTPGx8s2YiG/IbKX4bFooZNR97ujbY/H0008DMHr06IjtCxcuZPr06QDs2LEDkyn8PQ8bNoylS5dy2223ceutt9KrVy/efPNNWaOv3WNFU6achAPWoH7dGGN8n35btMBk4xIN4etn0y0ONMUuFU2FSkTT6hLBZAOrDZwWSFM0y14qYY+MBCBbxZLrIiGhmiSqMaHixkYAU0jZU4PPKBQ/K96g5c+HFQ9WvFgVH3bcJCo1JJmqSVRqUVOrSPK4UcQkXFWwqS40UecGU9DZwQYkurX6fUKiqmhzc0oAqmtUOr2wm8xR5SR08lO7KAVNTutdaAl+FjIb3fejT6LTdogl55oq4wBqamoYMGAAl112GZMmTYp6zGmnncbChQtD642Jg5ZIDhbhqlgjlb4GkYlcGkYqfYcS8QsdCitRg3qRYlA0lEglUPwNGD7r18Vx0cpcxUraIix8eiVRXKsWqEAzkRWpsN0LJbXgKgN2Bnd4iJ71JJpip6+FEA29lbAxiDg/E1ClDY72WuBDM9/1PQnnyXV0G7iZHhO2kVfkp6YW9npg3Y9wwpaVODtYeavLH3FXOIhwmRXEyjnTBuP9/BZtibWvKahqww+/atWqetvOO+88zjvvvKbdTNKGUQgrWnYizefRlD6IVPyiBSDHe0GN99YrfMLvL4GQ+6aw6ikpYHaC1aztztDtFmGIiUA60AEcOdUkOqtIoBYVBRdO3KgEMKGi4MccVPz0Sl8AE35seDRLH14cuKjDiQcbHrMVElQcqT7MHr8W65cQbINwwXdrn03BR0+sCfpM+MM/I5UEPfR94F4EXf/5Oz0GdOHnFzIhsJ/I2T59Pyq6RSWsaRqzhLVuYsm5pso4gAkTJjBhwoS4x9jtdhmXLDnsiDp90tLXMLUipk+6d8ZE9syhQu+HY0ZL3mJuxEsbAPxK49w7o2XgjBXD5yZyLOUj7CNUg2YB242m321SoWYHYWWvStcAE+HKw/F8IKMVvNO7fh4oYgAT0KZ0N+XBv2CNazAl/VIZ97dldNhVgcnnp/g3+A0Y9GQJvbZtofedP/HLzsEEaiz1M6CKpC7RHsOoILZy3HYrbnt0hdptV5FBL5LmRyhZCURa+YzoXTn1LgfxYvn0gi4aIl5P+NELl05RR0GUjkjRdmeg6YLCuqcP+UtFq9rQGTga8lMLybCUYseFBxtlpOPHjA8L3qAtTw3ODsVS+mx4cFJLKpXU4aQOJz7FijXdS4q/Foffh1KLJofFJJOIsbaByaw9SWI1uOugug4S/FpP16Fl+NxUDDftuosRid9wesq7UPE9qHW6/oTI4G8Iz2yJGjai1E7bIJacO1QybtWqVeTk5JCens6YMWO45557yMzMbPb7SCR6EqzamMnjD+DzB7CY23LsyaElXKdPWvpiIZW+Q40+Q3g0/ObIpJdGBS9WjF60RC6NieHTX78KbaBRiVZYfS1QWgHuHWiZW0SQiah1IPxThcZo5FAHwxndv1RgP/yaRt07iexy9ODxq67lyvGLyK3bxuDfNC/VnzZASrfN3KLM4/IOL1G7N0l77sYgvKEaCidqRfjNZvzm6INuv1kqfZLmRsTSiVg5IRvEbIlRkYPoyVv0Sl20GL9o9xUza8LCl0iEkkcukAwOi7aaGVySg4uTcFLPZKAj0BksnTyk9Cwh01xCAnWAQjlpBFDwYsWLDReOoNKnBFvix4Q/qPQFsOHBjltz7aSaOhKCa3YCmEigFkuiX0v0Uglk6x4FImPBnUA12GohrRpsFWBzQ22AYOuAV4CTgBcVmJICNRZCJsNQX4o6imJd/1lvbW39xJJzQsZVVlZGbLfb7QfsknnaaacxadIkunXrxu+//86tt97KhAkTWL16NWazHGBKDh16V8Var58UqfTFRCS7ke6dsZFK36FCXybKrEbRhRQIiFIMupIMYhvUj9mLFn8WTeEzTpwbk74E0MYCIn6vBE3HKysB1z7C2TldhBUsEeCmTwUuXIT061D/YY0xJI0hlvun6AAxe10LtQmo2+3UfZXAiknjOKXXZyQfV0p2z0rSfodSN1gKKxn83Y8kF5Tjdtnwu23hS0YrH2isNCEUvzaABxvuGH3tCblztV4+/vhjTjnllJZuhqRRiJdDb20zZuw1LkYFwxjfZ3QBjafw6csxCGujMOGloaXBtEKKSXPZzEdT+oQxUIQgivwzXcHWuY6E7CrS7aUkUIuJAG5sIYVNLC4ceENKXyBYtsGPSaf0OXDhpA439qBY0Z7FhocqknBa67AmeLGmesLJNEHT0ww6rWIHxQGKDZwqBKo1xc/qC/pd7ITs3vuYMOhtlptPxBfhny6+J2P/EuwAoVi3ndmtWHJOyLjOnTtHbJ87dy533HHHAd1rypQpoc/HHnss/fv3p0ePHqxatYpTTz31gK4pkTQGu8WESYGAqlmyUhyxLAiSWmnpa5AWnzJ48sknKSgowOFwMGTIEL755pu4x5eXlzNjxgzy8/Ox2+0cddRRvPfee4eptU1AXyoqmgEslMxFCSt7KJFjI4idbCRaWIx+Ul2EwOnHUei2B9ORsw/YqcImN9TtRrON7UEzhQl3H6PWaVT6xIPq18WPcTSlsCH0ymQsxIO4QHVDsQ/fT1bWbBnKzzl9KRqQR9LxkGvSZsLrit10/XA32V334sisCxstjaGH0W5tfKRWjkgiH31p/cLwtNNOo0ePHtxzzz3s3LmzpZvTLLRbORd6OUT9Owvx31shsFTDZ2NAckPBtGJGzajwCb/NNCAVLHbIMGmZOfOATmjWvI5oCmAntBIN3VSUHn7M3b0kdq4gLXs/GZTiwBWK5SslgyJyKFTz2BvIY69fW4p8uezz51Lkz6HIn0tRIJd9gRz2qTkUk0UJWewnkzLSKSONClKpIplqkqm2JFHrSMCfrqCmBZudjqaYZqB5p+agWQGDVkolA6zpkJQEqQ5INWlPbq6ATjU7uSRtITZHEphEkKJ+EQm49PUiRN8Js2fbEHSx5Zwm43bu3ElFRUVoueWWW5rt3t27dycrK4vNmzc32zUlkmgoikKCTZRtaBsTMi2FVPoapkUtff/973+5/vrrWbBgAUOGDGH+/PmMHz+ejRs3kpOTU+94j8fDH/7wB3Jycnj11Vfp2LEj27dvJy0t7fA3Ph5mw9JU1doYQ6b3kooWw6cPk4lm3YOwYcyFps8Vo+l3W4HffcB3wHa0bC61uhOEOxDUL2gXb/1gtKTGnivigSo1F9WNdlgCy6/9A4mda+g78TeOex3K/cBuML0UYPS1q3AnJrEpJVV7VOOtxPelDz/Ur7eBzOYebHhi/NN52kBw4u7du3nxxRdZvHgxd955J2PGjOHyyy9n4sSJ2Gy2hi/Qymi3cg4IywdjXT4jRvdOY0yfGuPYaIMcESgtlBYRv5eMpiXladssduikaPF5WWiKUz6aEiW8PzO0U03JXuxZ1WSnFJNOGclUhax8LhzU4aSYbMpIp87txO2y43HbCPiDdVUVMJn9mM1+zBY/FpsXp9NFArUkUEsNiQRQgjZAMxa8wbp/XhSLijnHSwa1mG1quIRgIpoorgH2B7dVoullKphN4LSD0wZVNWD1Q25lMZN2vMdfBvvgBzMUiiKA4rsyylUhD+yEf1hELGDrFnSx5JyQcSkpKaSkpBySe+/atYv9+/eTn59/SK4vkehx2sxUu32yVl8DhLN3SifGWLRozzzyyCNcccUVXHrppQAsWLCAd999l+eff56bb7653vHPP/88paWlfPnll1itmom7oKDgcDa58eg9noy/S8YC7PFi+qLF7UVz6TS6d3qJtPpZ0Nw59SUZfgbKi4EtwGa0pC0ik5tQ4KIlY7EYlmga7oEofPFMatGyqYhBjAdwg9cNP9r4etdJZPffxxkj3iFvQBFZG6GyCn7eozI08Dk/phzPpoxjNGunUeFrqGltIMGdP+hkFn1f65/Fz8rKYvbs2cyePZvvv/+ehQsXcvXVV3P11Vdz4YUXcvnllzNgwICWbmajaddyLiToHIStSFBfKAmEkgeR8WN6v/TG3tdK2E9TuHMGtbgkK2QomiWvE5rClx38nAek+yHDR0pOJYmWGhLMNSRZK8mmhESlBiseApioJZEy0tnvy2RvZT7ekkQCdWYCbgXVp4TluAIBs4pqBp9FxWNTcSUGqE2pwemswe2wB99KrdSDkzpKycBEgICixXX7M8pJTKjFke7BUgpKAmGZLcSs8J4NaOVe1aAHZ6KiVaFQaoAfgDFAsQUKbUQqcPr3X9V9X3rLa5Xhu2mdxJJzByLjqqurI6x2W7duZe3atWRkZJCRkcGdd97JueeeS15eHr///js33ngjPXv2ZPz48Qf1DBJJY0i0mSlGZvBsiFCdPmnpi0mLuXd6PB7WrFnD2LFjw40xmRg7diyrV6+Oes7//vc/hg4dyowZM8jNzaVfv378/e9/x+9vZS+CPp7P6NUoavKpSuQ2Y0mqWCWqjMfEKtlgLIHlRZsxLkdz6dyGpvC5d6JlcdmPNq0sfEKjaTbGOD6z7m8082asJV6nxVL44nWEX2t3wA07ofK3NHYVd2ZDxtFY+5hITwGHCkVulaN9G8hwlkCKL5xkMJ73qX5y3Ez0yfJWhscQe6RfPLSt2lLHHXcct9xyCzNnzqS6uprnn3+ewYMHM2LECNatW9fSzWuQdi3nAO3FsRF26xQvh/EdNW6L5uJpFGyxZJC+Do5QOHWunQ6LFsOXQVjZy0az8HUASycXCR2qyMguITd5L50SdtDVsY3u5q10VbaTx17SKceKj1oSKHNlUlqeTd2eJLy77fh3W1H3WqDIDPtM2lJkgkIzaqEZtchCoMiKr9iOa38CNRXJlNelUqGmUkkyVSRRTRKVpFBOmqZUKhmUWtMpc6ZSmZKIK9tCIIdw8tF0Qh6rpBJM56kphooTzMFYPwJAEVgGulGyIKwt6gWXUegJbVL0pZOD89Q4PMSScwci47777jsGDRrEoEGDALj++usZNGgQt99+O2azmZ9++omzzz6bo446issvv5zBgwfz2WefyVp9MfD7/cyZM4du3brhdDrp0aMHd999d0QJIFVVuf3228nPz8fpdDJ27Fg2bdrUgq1uvQjLlazVFx9Zp69hWszSV1JSgt/vJzc3N2J7bm4uv/76a9RztmzZwsqVK7nooot477332Lx5M1dffTVer5e5c+dGPcftduN2hyPkjRm9Dgn6BC4Rv5sK+A3ahTFZi15Z0xMtps+YyNK47iVciklk6SwBdquw2Ydm4duOVqshVr/oBwp6n8doil5jfVnjDeaiHRvPvCYe3AMBFxQmww8WSjrk8nWPIZw68AsyvwtQtwtKUBleu4n0xBLMaR78NktkiGI0jPlp9IaMVorIIRh9X9vA6/Xy1ltv8fzzz7N8+XKOP/54nnjiCS644AKKi4u57bbbOO+881i/fn1LNzUu7VrOAWGlryElQR98DPUDjfXvtz6uT48+fljE8olK6sLFM0Vz2xRxcULhywXyVJQuARLyq0hJLCPbUkI2xWSyn1QqSKOcFCrxYaGKJKrUZMrUdErKcygryoZtipbfSiTDNKLPLeME6sDvdlDnsuBRrSTY60igFofippIqKkgFwIcFPyZ8WKm1OEmyVJPuLCfdXIPV5kcRCTZFZQUVbX5OlOER7RH5HSpVHAOqMWcm46sXb62fwRLfgXEYkKQ1vpUndYkl5w6kxaNHj45bk3TZsmUHcNUjl/vvv5+nn36axYsX07dvX7777jsuvfRSUlNTufbaawF44IEHePzxx1m8eDHdunVjzpw5jB8/nvXr1+NwOFr4CVoXIkatTrp3xiVcskG6d8aiTfVMIBAgJyeHZ599FrPZzODBg9m9ezcPPvhgzMHQvHnzuPPOOw9fI6N5PSpo1jyfToMQuko8osXw6dchnM/EWKLBE7y3B22AUIJm0PsN2OwG1qCl7CwltsIHke6cJsO6mG0XAjqW9mQUVI39t9O7gjW03wO4tIHQeig6OpdV5tHcdMp8Or0DbIDCANh+hNTjq0nNKKc0MUE7vinummYa9921IG5sWGMofe7W3PAg11xzDf/+979RVZVLLrmEBx54gH79+oX2JyYm8tBDD9GhQ4cWbOWho03IOSCs4TiIX5sPImeyhLuhCFQW+xvr3inqGoiK5mlAulZ43Y5mHetAOFlLZ21d6Rwg66jddFB2k0UJueyjA7vJpYgMyshgPzY87CeLnXTmN5z8tu8o3BuS4HfC+a1iyQsh80X1iho02Vtnxq8mUJaUjt3hxmTRsnwCVJFMEtVUkEI1ySRTRTJV1JGAN62YVFs1yTZ3ZOUKX/C6QuYLj/yg4VPxq/RI2kyd9WhKQw0R34/4joQLvzFjlSnYp9VN+D5ahlhyri3IuPbOl19+yTnnnMMZZ5wBaO7p//73v0MJrFRVZf78+dx2222cc845ALzwwgvk5uby5ptvRmRLlYSVPpnIJTaqqoaLs0tLX0xaTOnLysrCbDZTVFQUsb2oqIi8vLyo5+Tn52O1WiPq4hxzzDEUFhbi8XiiJnm45ZZbuP7660PrlZWV9VI5HxKihqcFV0IT20rkb6ox+Yog2nqseD79sS603+4KtAHLj0CpqMK+HW3aui7OQwjTll6DtRAuHmWnvnZrHPhFSzXaGJpaEV2MhtxQYqNibyq/lh3N3u5ZZBcUk5zjxV4CSiE4a2tJctZQatMOD419Yhksjdk8jUaLVkYgTpbOQCt32QJYv349//jHP5g0aVJM96msrCw+/vjjw9yyptO+5Zw+mYp+Ykg/I6XXVqIRLZFLLIyuiOJvsCi82aG5QuqXHCAXLPkuEvKr6KDsoauygxz2kUchXdlOLoWkU04KFYCCHwu76UgheQTWOOAXM+xUtLkx/Ttv0v0Vn/X14YU1zqeAVcWVmkJ5ljv0q+vHTBWVJFOtFWzHSh0OPNgwEcCieMGhoCgBEqu9WgH3YMLiUJkJF5rOLUqp2jU3zxSlEltIsYv2HRgDlPU/VqIwoJewu3/rI5acawsyrr0zbNgwnn32WX777TeOOuoofvzxRz7//HMeeeQRQIuZLCwsjHB7T01NZciQIaxevVoqfQacVqn0NYTbF8Af0OSZdO+MTYvF9NlsNgYPHsyKFStC2wKBACtWrGDo0KFRzxk+fDibN28mEAgrA7/99hv5+fkxs/rZ7fZQFq9Dmc0rAqMnTTQiYvoMS6yQllhZzqOFuYE2IKhCM+btVKGkAuqK0JS+CsJ1+IyN1yt7RquePpZGLPp04Hozp16T0scDNvSjHC+mJxp6LcwL1QF8pTYqS9IpTszEn2XHlqbF9SnVYPN6seGpH3qoNGJpavWJFkDLahd7ae3MnTuX8847r57C5/P5+PTTTwGwWCyMGjWqJZrXJNq1nIsoJKfXfKLF6em3E2W7fn+0yR6jXBLunUEFxWQHmyVcdD0Y86a5evqxpbpISSwji5KQwteB3XRiF53U3eT795LrKSFNLceKF7fHzt59HfF/Z4GfFS3P1V60rMclaDK1HE2Mlus+i6VMd0xwn7/cSm1VMuW16ZT4sihWsykmmxKyKCWDUtIpJ51y0qgMWv5qzAnU2eyQAKoTTcGzN7A4wIoXU6hfRdmdeDJV774vSmCISb3WSVuWcS3BU089xdixY5k8eXKEPALNDb179+7Ndq+bb76ZKVOmcPTRR2O1Whk0aBCzZs3ioosuAqCwsBAgqtu72GfE7XZTWVkZsRwphN07pdIXC33fJFil0heLFlP6QAuWfu6551i8eDEbNmzgL3/5CzU1NaEsd1OnTo2orfOXv/yF0tJSrrvuOn777Tfeffdd/v73vzNjxoyWeoToxIsRMxLtN1ivw+jHQ0ZrXjSroP63vRZtwFGowm8qeHagWfj2Ei7LEC0jpvBRMs6oi79idl1MNydQXwGM5uNq0m2LpzU1NUWm3tTpAZcKZSYCO23sUTtQl+7AnKmNBfGAJeDDqnij11HUhzBGkxtN+W5bCBHrEn1p5Y0HTjnlFEpLS+ttr6ioaJNF29utnNNXDq/n3hlr1krIG6PwMgYqG8/VTyDpJ56CLp5Wa7guezLhwuspQKYPZ0o12ZYScpUi8tlLR3bTRd1JZ3UnHf27yfcUkV1VTrJahR8zZTUZ7PihJ4GVZvhO1dziC9GUvlLCyl6l4XNl8PP+4CIUvzIFShTqipIpL8mm0JXHXjWfIjWPfWj1/ErJpJQMyiIUvyTqlATUBDQ9TCx6UavfHuwOVRHfRYCwH6g+Ri9eH9uCnecIfm6dxJZzrV/GHW4ef/xx/va3v3H00Udjt9s5/fTTmTdvXmi/3+9n+/btzXa/l19+mSVLlrB06VK+//57Fi9ezEMPPcTixYsP+Jrz5s0jNTU1tBwWj61WglPW6WsQ4dppM5uwmKUMiEWLTuOdf/75FBcXc/vtt1NYWMjAgQP54IMPQrM/O3bswGQKf3mdO3dm2bJlzJ49m/79+9OxY0euu+46brrpppZ6hOgYy9fpESEs+riweJ6Mxhg+I/pYfD9hK5SbcC2+7V6o2YEWw1eGFuPhI7rJSj+IMy4ihkakkjPOBOsfxDjIEBkIhDuXvoOaMzjZG1T6QC00sUftgCt9HenpWosVJ+HxqdA/VSJzROi7RL8u+lgc20pjqt3YscR4td1x61K0DlRVRVHqTwrs37+fxMTEFmjRwdFu5VyEN8CBYIzpa2hAo48nFgpf0LSXYNHEUgqavuJEE1UZkJJdSUbyfrIppgO76cp2OrKbzuyki2cHzjI/5joVAuBJs/EtJ/DZ5hEwA9jhA4sZnIr2uCmEDZtBb/KIagh6PdhHOMeNeO2qwZ9qpaYiE1e2k9pUJ3VOJ37MmFAJBO1zTmpJpgondSSZqqlLMOFwBDCLubVEwu6dCcFrW7X2qekK+5UsXJiDDWyMoNIHKwtZ70WbHKymaZNwh4dYcq4tyLjDzTPPPMNzzz3HhRdeCGgTSxMnTqSuro677rqr2e/3t7/9LWTtAzj22GPZvn078+bNY9q0aSHX9qKioohah0VFRQwcODDqNVssVKcVEIrp87bSQUcrQCS5ka6d8Wlx342ZM2cyc+bMqPtWrVpVb9vQoUP56quvDnGrDoJYRqyIcLYYVq5YlRJixfSJS5mC17YS8nCkEk3pK/JBSQ2wE83XU0T9i8bqEZY4ofTZCc+oO9EGWKloafESCWtNAn0BQTPh9KH6/QGap+CdUCD1LmXBTgkmN1AroVJNwWezYrFBsgJKKvhtZvyKOXpSO6gfw6fHGPvXCuv2BYIz3tH3tbLG6pg0aRIAiqIwffr0CPdOv9/PTz/9xLBhw1qqeQdFu5NzQOTL0BDGNMMHei8hnxyE6vMlmSBV0WZ1knS7k7Ql0VJNmlJBJvvJZR+5FJGrFpHlL8FR5sdUpaIEwJ9o4ivlJNYsGcLvb3eBvevA1wPspkhLmihJqKLpVB7C4W8itg7CSbSELPEDdUqwMo6KX7FTpyRhUlTsDjeJ1GALFiKoIwEXjlAZAq/Vgt3qBVG8XZ+8VBjj7Gh9kAv7/NnUBUxoMdseGi6ZA5GyVO/dYSb2j1PLEUvOtWYZ11Js3bo1QnYOGzaMlStXMnbsWLxeL7NmzWrW+9XW1kZMZAGYzeaQy3q3bt3Iy8tjxYoVISWvsrKSr7/+mr/85S9Rr2m324/YEhmJ0r2zQYQVVNboi0+LK33tDmMMmN49U8TxGcNZYi1Gou3X/04L5c+Dpt8VAWUucJUTLrwufryNmo5xUGWMmxEBMmloyp8oxKy/hkp4gKCfkRKKnv4YsV20pSk/1PqYIX1HB7f51WAyTwU3dvxmE2YLJJhASQef3YJX/OsbK1LECjs0HteKy1i5sWIO5W837muljUYL5AfN0pecnIzT6Qzts9lsnHTSSVxxxRUt1TxJPYTMaGqZlqYkaBLoA2qF+2ECmJIgRdFEUxKRZfuSVEzJPhIstSQrVaRSQQalWmmGQCXJ3hosdZrC57LYKHZksnLtWH77MJuKT2qgrgToCljDokavc1oIK30uwhk1hSjyEs6TpS/FEwAsCjgteBwOTLYAtY4aanFSF1T0PNjwYsWLBa9iwWe2gMUHVlUTvfrFjvY1JICaBoFshaqKNLweJdgwvSYqiDerZayDaKE1zm7FknOtUcbt2rWLtLQ0kpKSIrZ7vV5Wr17NyJEjD+n9s7Ky2LlzJwUFBaFt/fr1Y+XKlYwZM4Y9e/Y06/3OOuss7r33Xrp06ULfvn354YcfeOSRR7jssssAbWJv1qxZ3HPPPfTq1StUsqFDhw5MnDixWdvSHgjV6XNLpS8WskZf45BK36EgNAGuRJ/U1lv9YpWoilanzx9ln95DU5RrqAFKVdgKVO1Hq9VQRTigX4xe9OjdOPWWPuFGlYZW8CotuC0aeo1In7wlYDhG/8DCKtiUmWRjylNz5HpA1frCA16sqCYTFjMk24HO4Em04VYdYXdYvXtnNIwT5K08rs+PBX+MV9vfygZuehYuXAho6b1vuOGGNunKeWRxuF8EIbcSgFQwpYE9QcvQmYo2L2UjVKdPyQhgz6oi2VJJarAMekawJl+yrxZHrR8CEEhU2OfMYoVzJM/d/Wfqvv4SCjcCPQA3uG1gMkOSEp7LshB29RRlE8rQPCwCaN3iJexcUUNYIVQJzaP57Q7cVoXatATNuqc4NcseluBixYsVH1ZUqxvVFizCLkLuEgh7cKaBmgO+jgo1P6fhKy8P3lj4pEOkL2o85Ugo1yJeO1r8d8sSS861Jhm3d+9ezjnnHNasWYOiKFx44YU89dRTIeWvtLSUU045Bb//0A7mTz75ZF5//XVGjBgRsb1Pnz6sWLGi2WOl//GPfzBnzhyuvvpq9u3bR4cOHbjqqqu4/fbbQ8fceOON1NTUcOWVV1JeXs7JJ5/MBx98IGv0RSGUyEW6d8ZE1uhrHLJ3WgOxYvqi1eXTo48xE9+kFy1xwCagZh/4i9BGI+KEaIM0fYCbUPYsaCOLRDRFr1twvbH/MsIUJq6pLyQoikgLpdD4cOLBDmKQEVSSzfhR/CpmMySlw96CTEqTU6mrckY/zxjDFw19aFHrmwDHgw1LDEufpxXOghuJVYtO0prQ13071D8j+uzBTiAP6AjOTOiDJp7E7lRtF13B1DVAVnIxWUoxGZSSQiU2PKiAy2alIt2BN83GauUkVnz/B/417wrqlj0HLgVN2SkDtoMvH2ozYL9DsyY60eREpnYfMtCcH1zABjRPeuFNLzwrxTyayI1SiSZaHRBIMFFX58DjsOFRrBFZKL1Bh886nPgdNVhE3iy9M4ZYz4bK3GR+TuyN/0szFNaiZZlxB28svCxEQHIsK634PvUmzdYnN2LJudYk426++WZMJhNff/015eXl3HzzzZxyyil8+OGHpKenA8QtCt+c7VizZk3UfX379mXlypW89tprzXa/5ORk5s+fz/z582MeoygKd9111yGJKWxvOGWdvgapkTF9jUIqfYcKYc0z/qbqlYRoVr7GxPShu67wsrShuXNWomWZ2wb4SgiPPMTB4ib6IlP6dOjCpVOkvktBs/A5QTFDlAQbobYD9V1G9W5Z3uB2L+GAuIDu2IjARwPx9gnrpeHWNpUEajH7/SgWUDspbLL0osSbhdtlrx8XqUfRXUf/WdCKZa8fM74YZkt/K5utFxx33HGsWLGC9PR0Bg0aFDWRi+D7778/jC2TxOZwWvqEhS8L6AwdU6CDCboQDkFLAnK13bZOdSTmVpChlJGo1GDFhw8r+8kigJm9ihefYuY7jmfNkpPYuDyb2q++1hQ3VQTrlRKSUwE/1HTSxGlKMKlLBtgG1ZCTXURH524y/KWs69WXkvXZ1H6cCr8ELyP+lT1o7p42NANcMNxO9Sj4PFb8DjMBzAQwBf+a8WHBF7T4eWxmzHYfVithXdsR/JwI5EBVRjI/0w//TyYoFX6nwazGEQqSPiA5mqwwlnBohom4ZiaWnGtNMu6jjz7ijTfe4Pjjjwfgiy++4LzzzmPMmDGhsgnxZF1z0b9/f/r37x9zf79+/ejXr98hb4fkwJDF2RumNmTpk0pfPKTSd6iIpvTp9RZ9WJpKfJ1Gj15BMaMVn7MBVkUrv1cGFAWg1I2mAdbpGqLPoKnPYiJeElFnz442gkpFm0ZP1bYrSvSEnzHjEMWBevOZ0R1T+FaKgMRYxAp0NO5TwKSADZQkSFKqsfh9YAe1m8Lvpu7s92TiddsiQwLjxfIZlT7jea2Mtujeec4554SC9GVMR1vhcBWsVNC0m1SgA2RmQHeLpvCloOk1iWjZOzuDpZOHhOwqUpPLSKYKG178mKgmiV10Yg8dcHvslNdk8OmWkWz+XxcqPq2Gws+DF3KjyamK8HOqZvBkQqUDMoLPnA5pXffTM2sjx1m/pws78HeGX+nLjs2psJ6wjBeu927dIhK/+BT8PjMB1UQAU7AUgVjCip/PYsJvMWE1ByKVvqBLqz8XyjNT+Fk9Fv8mBSo8hL0qGpupytjvYiLQQjg8oHXQFtw7KyoqQhY90JKRvP7665x33nmccsopvPTSSy3YOklbQdbpa5g6qfQ1Cqn0HS5iJa1rqntgqJ6cqo1PMtF0NKHjbVNhiwfYRTiOTyEcl6Gfnde77RizdaYHL56MNrKgvo6of66Q4S7Ww5gIWxqF5VEfZ9IcwizYOLsCqaDkqeSwD7vqQk0F9ViFny3Hsq8qD2+tPdws3amhbfHGRPqwxVao9HmwYo5RX8sTdWvLo3fplO6dkkgsaD6UXcF0LJwK9ETTAavQ3sFsVXPr7A0pPUvIsO8nnTISqCWAiUpSqVJT2EhvCsljb2kndqztAVejZel0lQQvWoZWYE8U3fMQ9q93QHFPSLWCV4Ec6Ju4jjHWFYxlOT3YAoA5DXYc0xNWB0/3EDa2iUVX0Ub1g99vDil6AcyhWL6IxWrFb/WBORCc8CPsmJEO7h4WdmXl8ZH3D/h+80OF0C6h/owVRGZeFQHOesEnNEvh7t+6ApljybnWJOO6d+/OTz/9RK9evULbLBYLr7zyCueddx5nnnnmYW3PrFmz4rpcSlonTquo0ydj+mIRSuRilWpNPGTvtAQN1eWLpwSK32kbmLrXkZxeiRIwUb49R4vj24JWpoGy4IWEL5Cov2RU+vRZO0XiFieahU9kRmjEc9Rrtwg2NGZAsaKNVsTIR6A3nRkFW7wq9FES0jgUyAalV4BOpl04E+sIHAU1kyz8aO1PqScb6syNr7MXTQnUh0HG+z5bAFGkONa+1s7OnTtRFIVOnToB8M0337B06VL69OnDlVde2cKtkxxeFDSfzeOhUxc4GxiP5umpohnjMsGS58KRU01+SiGZlhISqMWBC4UANSRSSwJlgXQ2FR+F/zsHgTUW+BjY6dPKMtAFTSZtI/yyCw2tBM1jIlh4rzIb9mqZZhOow0kdJlR+pzs76EKpOUMTceloGT2FF4dejPn12xUCfnPIpTNawXEPVnxYUFG0LkkmXE0hQbvXT4nHsrpwOFs/7E3A+y2wF03pE+VzxM31mZSN29Cti8k4B61N4YPYcq41ybgJEybw7LPPcu6550ZsF4rfueeey65duw55O/x+P9OnT2fz5s2H/F6S5kda+hpG1OmTlr74SKXvUKD/LdW7c4p1o/5i9FyM5ckYymUQQEn10Tl9BxaHF1dVIuWlOZrCV14HgSq0AYrefKV/EfRpucVfvdInljizu/rnCA1mRHpRMcAQ8SB6NzCxTZyst/LFMpvFUvjEufo2miEJbNkuMjruI10pw5bjpdyfxnfJ/dnl6UyNKxE8unvpdVNjDJ+xSUYdViQebUVKnwc7ppiWvlZomjRw4YUXcuWVV3LJJZdQWFjI2LFj6devH0uWLKGwsDAiA5ykraB33xYvjZBPsWZfhEYzAAZlYRpiwvbHShK61xKwmFFVBZvbg8PpwplYTZKzinRrKYnUYiKAioILB2WkU+bKYH9FDq5fk2CdGTYpUKiCxQR2G6hW8Ni1pC0hd3gVTeHzo2lv+4BdUGWHPamwHXZ4OvMjAwCow8n33uPYXddRs0CK2n7Cy1IoedEyM6sE3TuVoLTTJsBUFPyY8GHVYv0Uk9YtwYoVWEFNhLKMZNbYj+OHokH43zaDdx/hzJ36mSm9a4bRL98Yk6CfEGxsaY7DRyw515pk3L333kttbW3UfRaLhddee43du3cf0ja4XC4mTZrE3r17+fjjjw/pvSSHBodVG7+5fK1ooNHKEH3jsLYuOdXaaHLvTJs2jU8//fRQtKX9oP991X/G8DlWPJ9xXRjAgkYyc7KXxOwKuiZuI8NSht3j1iZ1twHVdUA14R9v/Q+30BrFX2uUdf0xMfwX68UjioGEyFRQSzguRq+wCe1Kf299bGE0YnWWUavWdVKqCXtmHTnpe0mmErUDFHXM5gvzcPbV5mpJXLy6W+iNjKYon43H6bvVFOW4FiaapUC/NIVPP/2Us846iw4dOqAoCm+++Wbc41etWoWiKPWWwsLCRt/zl19+4cQTTwTg5Zdf5thjj+XLL79kyZIlLFq0qEntP1CknGtujC8WRL73Rhkg4viyILMX1hF2Es+sJHv4Xjp02Ul+x5106LSDLj220LPDrxyVupGetk10ZA9plGPHBWiK2H5fJsXVOZQW5sBmM+xQoBht4sdphhQzpFjAaQNzJij5QAe0WhCJhC1lFcBeqCuFfXWwXmXn7i6sLRnEx5WnsrLyVNaX9GVfca6WA0ZUv7HpHi1W7Laioip6VS+s/qmh2D4zAZOJgB3UJPCnK3gzTbjTbexMzeeHukFs2NEbvqgBXxlasKNe0YsmP41y1fjDYxR2rYfmknGHEovFQkpKStz9Xbt2PaRtGDt2LNu2bePDDz8kLS3tkN5LcmgQiozbKy19sRB9IxRkSXSabOmrqKhg7NixdO3alUsvvZRp06bRsWPHQ9G2to34nY3Vw00JY9OHVqSopGeU0yd7LUexiU1qL4orTfADsEUFl1C8BNGKzOmtf2JxEKkcxmizvt1+ggofhJPGiBiSJGIXvxP3Ee6ZYuY/2g3F9oZ8KIVWnAgdISWvkqP4DXvAQ/ExaayjNx8yjpr96QSqrZFKnzg9Wkyf0UhpfAx9nGMrcbd3Y0WJYelzNzHJQU1NDQMGDOCyyy5j0qRJjT5v48aNEYOdnJycRp/r9XpDSV0++ugjzj77bACOPvpo9u7d2+jrHAxSzh0KhFdBtBdFWKMENiAHLIPh4gTyLttC5/7bOYrfAFAIYMVHMlU4gu6VARS82CgnDRcOakmgmGz2VuRTtzcJtimwB01U+Qnrc6IsWKICpQ4tS6cnE82c5kOz8JWjKVG7ASvUqPDWAMrJobxPLj93PUG7xj40z/rS4KnCaaKO2K77iorJHAhF79mCixk/CmpQCppxY6fO6cJqMWHzBKhOsOOyOKgimY/UU/nq8xH8/mE+7PsOzdSoEpavov/FdyDkqn5iTx/jF2oc4d+E1qX0xZJzTZVxh4OSkhKysrJa5N5ffvkl//jHP8jOzm6R+0sOHmnpaxiXV1j6pNIXjyYrfW+++SbFxcW8+OKLLF68mLlz5zJ27Fguv/xyzjnnHKzW6PXBjhj0tfX06Gd4o8XCGSdg9fuEUmGH7Pw9HJ26npF8ihk/31afwO6dHeEbFXw1aFY2Ecpuof4oI5bSB9F/9HXoM3yHBjABtAFGBeHqw2J6O97/QgP3isCnew5jHKAuyBG75vLUD5J6VtOFHWw3deVbjudL3zDWVffFX2kOGyFFM/QGBuMYKFryGj1iHNWKJuDiZ+9sWkMnTJjAhAkTmtyGnJycA55V7tu3LwsWLOCMM85g+fLl3H333QDs2bOHzMzMA7pmU5FyrjEId+5YShxEZu3VI2STUCqEm7b4v82GrAKUQT056m8/c3LW53RjCylUYsWLyHNpwYcfC27sIVfOACbc2KgmiTLS8e5PRC22acqYvla5KLCeQFgXTUYTZ5UOKO6BJsN2oblS7EHT3naAv0azFv67N2Q7NcNgPmGRJ2L49F72Yl3/22ACxaJis3twKC6c1OHAhRVvUOFTgnF+JmpIwm+yUGNPImAzUa0kUU4aO9QuPOWawd7/doW3S4Hf0GSx6GMf4Uk2UZ8P4gs243elVx5bB7Gzd7YiYQxs27aN8ePHs3Hjxha5/2OPPcYNN9xAQUEBZ5xxRou0QXJw2C3ahIs/oOL1B7CaW9cETGvA5dPee9FXkugcUO9kZ2dz/fXX8+OPP/L111/Ts2dPLrnkEjp06MDs2bPZtGlTc7ezbRGIssSK09MTzfMGQjXnTGluCpxb6Gv5hT6sRwW8ex14f3fADiBQS2TAPkT6LupddITyZ9Zt12s/Rr/UaG0ULp1C0VSD17ETzjIQLKFQrz16lyGj75N+MWrFxsYILGByajkfevmxdnSToNSySenFWmUQv3r7UFuaorl06ccEjSnVoN9nirG0Iry64s7GxRucGa+srIxY3G53A1dtGgMHDiQ/P58//OEPfPHFF0069/777+eZZ55h9OjRXHDBBQwYoMVM/e9//wu5fR4OpJyLh3g3jQNso4+0cRuG/aYo59hB6YnSrQuOi90My/mCAfa1HM2v9GQTPdlMAdvoxG4yKcVJHdag3PNjwosFD3ZcqoM6l5NAnVkruC5ElGiCcL90oCl+KWhlADso0NUEPWyQnQOOHmhV4LsGD/QC+8G/GSp/gz07YWMFfK9q+tZOtFDAajTjoJdwqLNehAU96U12FbvDjUNxY8ONFQ8WfKG4RC9WakiimGz2KB3YpnRli6k7W5Vu/EJfPvONYO+rnXGtK4byLWhaa7S4AqOrZyzviWjbWp+LZyw5543h5dAS/PLLL5x88slMmzatxdpwzTXX8M9//pMLL7yQlStXtlg7JAeO3nrllta+qLiDlj67tPTF5aASuezdu5fly5ezfPlyzGYzp59+Oj///DN9+vThgQceYPbs2c3VzraFGA/F+k01hlMY9xm3mwG7SkJmJcdY1zNQXUsvNvEDg/DutMMms1aQPSAyzAkUw4WM9QmMmotR+RIB/wbtJ1SWwUdklgLhYukkpPSJ8Vy9Z9XHi+gfXj+Y1JtMo3Wmvl02MCdAF7D2dGHN12J61tOHdb5+bKvrTqDMHs7AbjzdOE6NhlFBbH3jIIBQfa9Y+wA6d+4csX3u3LnccccdB33v/Px8FixYwPHHH4/b7eaf//wno0eP5uuvv+a4445r1DVGjx5NSUkJlZWVETWurrzyShISEg66jU1FyrloGGe09OiTtui3iZdMxMgZ/ajFkgypPXD0TSPvvB2MtHxKF3aQppaTpNagKH482KlTHFSSQh1OQCUQTHjiwaZZ/lQHbpedgFsJJwvWK33W4F+h+BnzlXgULUvn7lQoydbmtvw1aCUdatCCqL1Qlw91nWCfE7ItWvH2ZEXzcBcWRCF3xP2DIgunisnpx+mow0EddjxYg66dmsJnoQ4n3mD2zkDw3fZipYpkfnf34IuSk3G9aEPdtg3UzWjyWFj5Aoa/+smzaO4lYptxok4v7FrHoDOWnPO3EoH85ZdfcuaZZ/LnP/+ZW2+9tUXbctFFF5Gens4FF1xAUVFRi7ZF0nT01iuX10+SXeZgNCIsfQ5p6YtLk/9zvF4v//vf/1i4cCEffvgh/fv3Z9asWVx44YWhGJ433niDyy677AgdDBE//EzoZPHC1fTrQbdOc4qffmm/cBZvczzfkRioYbupCzWbEuEXoFZFm1b26C4cbeBvirE9GkLxinW8GM1AyL2SBLQCWtRPHho3LE9vNdAVsYoIIIym9IlgRydYEmGIQsfOu0lNqmA3HfmNo9hQ1J/9pdmRuWWMnk2xYvqM7p5G9HlyWk1MnwgkirZPG+Dt3LkzIuZOxNAdLL1796Z3796h9WHDhvH777/z6KOP8uKLLzb6OmazOULhAygoKGiWNjYGKecag/BXbErtE/GTo3c9F+6dQhPqDRcl0vPMzUx3PMdwviCJahx+F0m1Ljw2E5XWFCrMqdSQFHR+VENWMRcOzUlSdeBx21B9SqTo0Ds4CEXQgia2MtDKk6YDIgRqG7DeAf8boLl0+jcB29FMedvR4v32Ax4oLoAKZ7iGqjN4fReaYinc44PF5JVsD9asGtIpI4ka7LgxoeLBRhnpKKQRQMGFkyqS8WJBDQqnjRzFzvUF7FpcAB9vAN92NBOj+D7EbJvRvVP/s68S+aNkpv6woLXG9EWXc60lpm/cuHFcfvnl/P3vf2/ppgBw+umn88Ybb7R0MyQHgKIo2CwmPL4ALpnMJSqiX6SlLz5NVvry8/MJBAJccMEFfPPNNwwcOLDeMaeccsqRmyVKhKYYE7kYY/pU3fHRPgusYErykJRRxh9YTt91G8kyl1N+dCK/cRRVhcmwx482qvBFuQBEj92IkZkz1HAR+yH+Gs8XSpgJbUrbplsAsxKpLMWdHBYDRy+RlYsDus9GU6FeeXVCsh26KDAITEkBapRENgV68cP+46gtTYUqRVP6RH36xmTbjNVFjd3fQohaX7H2AaSkpMTNKtecnHjiiXz++eeNPr6oqIgbbriBFStWsG/fPlQ18n/a7z/0P3pSzjUG48SMEaP3gEAoHnqhGJxcUhyQPZgef9jBScM+Zwwr6VS+D0udH5MngMkDZmcAT4YHV6Ibc1A2CAuYR58KRbUS8JtAjfKSCvHhRhOdokJNV7ANqiGty376JK4ngVq2e7qye2dnysnWYviqQJNV2wln9fQGL+ACb7ZWy89n15LDKMF7pAXvmQJ0UKEA0vLKyUgpJptiEqhFQcWFg0JycQeT0VSTRBXJ1JAIqJhVP5XeVMo/zKZumQP+Uwe+NQRTkuoeUu+tEe27a2xMX+sklpwLtJJnSkxMZO/evaiqiqK0jh+KYcOGtXQTJAeII6j0SffO6Ih+kZa++DRZ6Xv00Uc577zzcDgcMY9JS0tj69atB9WwNku0sDT9PuNxaoxFYAWHw0V2wj6GB74gZ1cJig2qj05mX1kHXPudUKESjuXT+y8JN51oWk68HyG94ieuZbyOsLKJ/aL8gjnSDTKmy6T+Hl7dX/FZnyTCGBSp9680AYmQ7NBCbvLBY7dR5ktnnyuH6pJU1GpLpE5s1B2jhRwaQ5KifQ5EOb8V4MaGGrNO3+H/wVi7di35+fmNPn769Ons2LGDOXPmkJ+f3yIDJinnGoPeFVu8o/p3U+8qqF/0vtQiw0lQhljSYFgSfbr+ykDnWjpX7sFR5kGpIZRxVzGB2R8uY25CDZY3UFCDayGiKXz6d1glXIPdB2RAdk4RvbI3Msa6Eid1/MBAFKC8T46WtMWbAa58NGWvPHhiDVrqTjOofvCboS4TAsGZIb8COQpkKdBFhR5+0vNKyUraR7pFi0sEQllHa0mg1JNBTV0StbVJuOoceGw2FEXF5A9QuyUBz3sJBFZXQ8lWNAufi/o/MtFiCaK5erY9Ysm5lpBx0fjiiy8YN24cl112GQsXLmzp5kjaOA6rmUqXT1r6YiCzdzaOJit9l1xyyaFoR/tC6DPxinZHC62A+iEWdpUERy2dbTsZWrmaxF1eKpOSKVUzKN2dg7fYAdV6l04ID6ZEYhXjzEesQbRe69QXWRfXM2Y0ERk6ddnglMjV2B5BQqFzE44LFH+Nlj7RMaKT9MqmBUwpkOaEHkAGVJuSqHIlUlWegrrPGk7eEq2EhrF9sfTjaCUcAjTwjC2DNhSOlb2zaQKxurqazZs3h9a3bt3K2rVrycjIoEuXLtxyyy3s3r2bF154AYD58+fTrVs3+vbti8vl4p///CcrV67kww8/bPQ9P//8cz777LOo1rXDhZRzjUGfotL4culjv4xKX7SYvqDPoy0b89k+BuV8z2D392Tuq9KybtYGb2EHkkBR1eB/uRdTsLSBhia/NPUvivDVhxKL99iLpi+5gBTo7NzFYOsa/sDyUDKVclsGvxQM1rJ0VqWCqxNaXQYvmsIXTO4Sem4T+GyatQ8LWCyQa8HUy4e5rw/TMS46ZW8j3VRGArVY8IVcU2vVBPb7s9hblYdrXxK+Iqem06UF21wDfAj8zwu79wE/ormaxnNr1Fv84iXHajvEknOtpU5fz549+fzzzznttNOYMWMGTz75ZIu0Y8eOHQd0Xlpa2mHzBpE0jD1Yq08oN5JIRJ0+mb0zPjIa9FAgPGeEZUmvRDQl7ssCOP1k2vcxwPMTCS/5Me2EuqMS2BXohPqbKTjBK+IyjD/60b7eWOkm9WYw/XWEsiViOvQ/qIbrxIqFi4oYLJWjjercwW1C6YPIeBN9O3yEYwjTIdcM3YGe2j3Li3K0y4h8Cw2FeMTLwNlKXTjj4dG72dbb17RZwu+++45TTjkltH799dcDWvHyRYsWsXfv3ohBhcfj4a9//Su7d+8mISGB/v3789FHH0VcoyE6d+5cz6VT0loRruVCiYP6wbIW3WfxMlkMny1AB0y2AXS7cCPDLF9wbPEvWlbiMrT5IOEamQ2moHOfqGcXuQStgIofk8VPwKLWl0v6ySkhikq1R8nw76cL2+nO72yhB3U4qSWYQCgf2JsCxQ7CLp370ISNC836J/qlSvvozIL8vnALdBq0lfyc3eRRiJO6ULKWapIpI51SMijzZFC6OR9+RasSURy8ZBKauPwdeBUI/BBcKaJhIdf+iCXnmirjDiUdOnTgk08+4cwzz2yxNhQUFKAoSpNkqqIozJ07l9tvv/0QtkzSFBwWTWDJAu3Rccni7I1CKn2HCr21L57iEC2mT6d3WRPc5NoL6ef7GeUrFSUZXCY7xWo2aqGijTHc+qwwzdVwY/YSD5FuntR/KH0dv5jVFYQ/VRlhha+KsLInlE99Z4j2KMHPwsKYBHSC7jYoULQBYTXhQaJLCXdLUyxysVw224gC2JiYvsYyevTouIOFRYsWRazfeOON3HjjjU26h5H58+dz880388wzzxzW5C2SpiIs8foMSXrEi+TXrQvshPw1RTKOVDvWXmbGmj6i464i7Lt9mj5TGTzVQUimmn1+rD4vVos3VNRcLJrLZ7C6ndmveVjqFyvh8GN9ds0qYAOsO6ofgU5ak3bQlTXewayv6aMpXzYgXYFsq5a0hTrdc1YSNsX5gFLIO5nUUYn0/OtqTu75GemJpdgVNwFMlJNKOemUkRYqJF9enEX17lT4UdH0OWHldABb0cIIN/ggsIGwRtxKMkgdZlp7TJ8gPT2djz76qMXuHwhIy1B7QCgzMqYvOqGYPqn0xUUqfYeKWDF6NLBN73GjgNXuJsNWQnfXFpStQG/wmSxUkayNLUIlCPTxbkqUGyiGv7EaLQLVDA0JxdxBONd5lOvpw3jqPZ9wBytHG6xUoj2EyDoqClrp04xDpB+lSBvu1Nw6Ux2Qp2jZ9ixoSp9biXStbayiFi12L15sYiuM5wMt1iUQI3untxXNgsfi/PPPp7a2lh49epCQkFCvEHppaWkLtUwSiVD6xHsbz5JgjPXTZ+8MzhSl2jD3VOmv/ETq/krMRWiiooZwopWg8d/sDWD1+rFYfFjwRVj5TGJRAlgsfvwWFVUoenY0BcqNJsYsuuv6gZ1Qsj6HDfTDlAql5kx21namvDhTE1mgZeRMUbQsnd4cLYYvJGxqtQYqfsjrw1F/KOaocesZfMLXnMC3mPHjxUo5afgwU0kKXmxUqclUVKdTuy8J3y6bVutvD2EZb0JT+Pa4oaQyuLOC+nF8h4poP1otSyw51xpl3DXXXMPFF1/M6NGjW7opkjaKI+Te2fr+v1sDYUufdO+Mh1T6DgfRrF76eD7jsbowOrvDTY71/7N33vFR1Onjf89utqQnQAol9CpSFA5EVCwooHJiwy4gIBZOOSwnv1OxHlbEUxT1FPTULyfWOwsoCKeH2AAVEZDeE0JCetns7uf3x+zszm5200hI4Xm/XvNKZuYzs89MMs/O83laNj2LtsJeheoG7qgoSlQMqlwLk5JhLh1qpiazH6FJamZhPARm9L0EcvnMD5gW/nr9F+pBnxnPJPA2Z/QWNOfyRapCahh9diABotpAF/SG7PG+j88zfb65XURosZZQzOFeoeuRvIRN1OjzYMUSsU9f058FmzdvXmOLINQIw+gLbYIXDsP9H1pNUvNtd0AbG9YBbvqxgficIt3Ll0ugIKVRU6cCosrB7vJii9Y72BnePYspzNOChyi7G5ddoXxdXYhFt8tcvp92AvaMBdgDxV8mUrw1kd19euifWeCTIycgKvGafq6CFPAY8eG+69Pc4IToU05lzO0LOHvgck7xfItNc1GoxZOnJWHFzT464MZGsYolVyVTkNkazz6bbvBl4g83xY2u137zQnGBLiTZ+A3MY0KV/XYahUh6ri467quvvuLJJ59k7dq1HDx4kA8++IBx48b59yulmD17Nq+88gp5eXkMHz6cF198kR49etTo/NnZ2YwePZqUlBSuvPJKrr32WgYMGFBrOeubHTt2UFpaSp8+fbBY5GW5KePwhXca/eiEYMp8nj7jPgnhEaOvoTDS0Yzq5OE8X5H69JmIppRWhfm03ZVD0RGI8YCyaHix1FO4oWHYhfZuMvJVDK9hGQEjz4X+NhRayKUqytFnpjMJvLCUEzD2jBfHSH2/zD2+WoE1DWJToQe6l89mOsy4L6EtqYx95iWUZhLCWRX6DHj4nL6KZhAKNmHChMYWQagxhqIzGtEZBaQi5RMbD6Y5uU4DEiA9FuswDycVbyA6ywUH0Q0uX69S/9xQib5YnF6ciaXYcQUtNt9Ph+YiOrqUsphEvHHo80vGPJOLgEFlBBlUoId4bgB+A75B79tnNG435qTs6JHlrdALtZS28RVsKQJyoO2JxJwylOf/eSMjS/5LuwNZWMq9qCRwxTvBrvfhKyCBXFqR7W3D4aIUvHssujdvP7qqNAzTPOB3oCwL3RLOJJBHWZs+iXXFnO/ddPRHJD1XFx1XXFzMgAEDuOGGG7jkkksq7X/iiSf4+9//zuuvv06XLl247777GDVqFL/99luVFX4NPvroI44cOcKSJUt4++23mTt3Lr179+aaa67h6quvbvAw9oqKCh555BHWrVvHKaecwj333MO1117LO++8A+j9VT/99FMJp2/CGB6scinkUgm3x4vHq086iqevauTuNDSh1TirqugZWlTNCk7KsRe5YB8UloPbAxavlyjNDXblq69SnZuqNjMfZmvU3IfLeLkwfjcqbRpVN81hmeaLqEB/c8lBN/byfOtlpmPDnctsABrT8DZ0l15HSGql5/G10vR+8EYEYLiqqYaDMJxBZ2wPdViGq9YJYFFgVfpPj6r679lIeInCE2HxNpN5nu3bt3Pvvfdy1VVXcejQIQA+++wzNm7c2MiSCcF4CVhi/ljzKjD0UegSS1SSRmz3fKL2edEOoauKIgKGmlFhswK0CtDcqlI+nw03Dlw4KSNaKyVaK8GRUIQ1uUxvvp6IXgWzFdDGtyShG3E2AnVpCtGLZO3zLQfRDTHDnohC1zuxGjgMqxRIP42e50Yz5f+9zMjSr0jJz8Fa7AULlMVYKbLGkE8iubTmCMnkk0hRRQLlh+NRORb9mgsIGHxHgGwvlJeAyvMJYXj4jlW4pTlBvekQSc/VRceNGTOGRx55hIsvvrjSPqUU8+bN49577+Wiiy6if//+vPHGGxw4cIAPP/ywxp+RnJzMjTfeyKpVq9i9ezcTJ07kn//8J927d6+1vLXlnnvu4cUXXyQ9PZ3XXnuNSy65hPXr1/P222+zePFioqKi+Otf/9rgcgh1x2g6LuGdlSkz5TlKTl/VNI83wOaK8V1pntSuKpcvTA5gFBVYyz2oXCjxQpJb71HloBzNScDRVmFYKqFJaXWJQTTn2pj7bIXm+Jl7F4SzngzjzajSaeTwGcaduRm7MWsd+tJoLrXnBFqBMwmSnYGwTgdBldKDcgqryskLtz90rP93VXl/VXmbjYgLW0RPn9ufl9l0+e9//8uYMWMYPnw4X331FY8++iipqan8/PPPvPrqq7z77ruNLaLgx/D+GM+z4V43HsZwhNvuxOZQxCflYdkCWj66wedC13GukMVn9EV5PNgsFdi0Cl9bdt3gc1Lq63ZXSnF0Md44K6WlUVBi1XWloarMBYnLCX62XQSCHgxHpkZwNKsG/gqlzjYknhFHr3N/4+yTltP+wEEsboXXAp5ojSJbDAWWBPJIIpdk8kmgUMVT4onFW2jTr9c8H1aErjILFHiLCXZTGuEhdVE8YULyq8T4HmhCSo7Ieq6+ddzOnTvJzMxk5MiR/m2JiYkMHTqUNWvWcOWVV9bqfBUVFfz4449899137Nq1i7S0tHqVNxzvvvsuixYt4vzzz+f333+nd+/efPLJJ4wZMwaA1NRUrrnmmgaXQ6g7RiuCMinkUgmzIWy3ii+rKprE3Zk/fz6dO3fG6XQydOhQvv/++xodt3jxYjRNC4q9bzKYJ0er8gaFfpeaQz09EIUHq8uDytcnnz0uiHJVkKAVQILS81T8pnuoK6s+YhVD2yaYvXDm/nql+OOu/Esx+ltLDoHCLaWmY0I9faEhnsaDHIX+xhUPZECbGEiLglT0ip2Gl8/4rjffw3C3oCY5fZXuQYRzmQuMNhHcWKtcmjr33HMPjzzyCF988QV2e+Cl7uyzz+bbb79tRMnqTovUcUDgn988kVOd0jMwQrb1hLtoi4dUyyHIUrq6MLx85vBLwwArB61CYXNXYKcch2+JpoRYiomniAQKSCCfxOgCohOKsKaU6xNFbRW0U3rPvRR0HRJDcKEXI1LV6/s8oyqwYYwaxlmZ71KjoqBtX7rfvYdB13zLMPUtWrlC2cETr1GWbCXbmkKWlkYW6WSRRi6tyVNJFLtjgz2aLgLzZHkKirwEcqCNolfmXqa1xVBkoS14ImH+Ims6VKfjCgoKgpby8vI6fU5mZiZAJeMsLS3Nv68mrFy5kqlTp5KWlsbEiRNJSEjg448/Zt++fXWSqzYcOHDAn0PYs2dPHA5HkIexZ8+etboW4djjr94p4Z2VMCp32qMsWCzNPD+ngWl0T9+//vUvZs6cyYIFCxg6dCjz5s1j1KhRbNmyhdTU1IjH7dq1izvvvJPTTz/9GEpbBwwbCQLGXWgOn7Ee2pLOmE12gyqFIwoqjkB0finttANobZUemuTUoKi+/5SGMIY1ZF43LsRDsLVkftgM7105+gtLIYEkmtCllPAvMFb0f9FYoB1oHSCmK3TXoD16aJaDgC1qIdDCr6q+e6EOydD9ZuciVN3Hz/jsJkQFjojVOz1NKCcnEhs2bODtt9+utD01NZXDhw83gkRHR4vXcf6c32L059XohRDp5SScrnLipITWKgfNmB8qIKB2StCfdSMV2AWWMogu9hJtKyNGKyGOQhIpoIRcQG/e7sWCFQ/R0aXEOEo4EptMaWIC3jybHtIJgQADI43ZHIQQ2lLHYxrvRNe/qRZIt8A9cEbXrxjMj9g0FypJD+kstMVy2NqGXXRmDxkcoD0HaM8hUsgpaE1BdoJetKUIXRWWohuXuUCpYQEWEpgwMzyq1XneDP1p3PO6zPEak34VNLU49kh6ztBxGRkZQdtnz57NAw88cCxEq0T79u3Jzc1l9OjRvPzyy4wdOxaHI7yObgg8Hk9QFeSoqCis1oDBb7FYpDdqE8cphVwi4q/cKY3Zq6XRjb65c+cydepUJk2aBMCCBQv45JNPeO2117jnnnvCHuPxeLjmmmt48MEH+frrr8nLyzuGEtcj5heKUIPQN4FeoWy4LVEoOxRp4M6B6COltNUOonWogGQHOC3oL1qGRVMb11Ok0pQG5nMZ1o+5bx5U/iyzN7Cc4Hw9889wb1YGhhcgBr0jcidwtIceFn22Psm3yxA/9BJCjbbQnD7zcUczMdT0itr5qtc13+qdSUlJHDx4kC5dugRtX79+Pe3bt28kqerO8aHjDG+/HX2SxmjrEilZNrQ0rkXXKEoF7BtjjshGQG0YoY8+L5tWAjGJpcRRiAs7ZURTjsN3VoUHKxqKaK2MaEspjuhy8tq4KHHEU0qcz9DSAjrXSXAwgjmy0ZjgMetoK5CiYe3hpv3AXSTF5hKFh0Itnoo4J4VRekhnlpbGXp/Bl0k6WSqVw542lBXGQm5UIAjCsO8K0A3cChcBa9DQmVWFkJg9eOFCHMxKMdx+89/LuGCzZ7HpEEnPGTpu7969JCQk+LfX1chKT08HICsri7Zt2/q3Z2VlMXDgwBqd44EHHuDyyy8nKSmpTjLUB8uWLSMxMRHQe/etWLGCX3/9FaAZ6BfBIS0bImLcE4fk81VLoxp9LpeLtWvXMmvWLP82i8XCyJEjWbNmTcTjHnroIVJTU5k8eTJff/31sRC17oTL+4qUx2e8WJiMvnLsVNhsqDj9a7/iCMQedpFafJiElCO4k+24Y41Ow4YLq6ZWTCSLKdxFGD/NeX1VxToa4Z/mXB9ztTnzEs5qMnL4EoH2EJ0GrRIhA70IQzyBEu7h8vHMBl2knD4twhjzOC3C7GcTzecDKMeGNUJOn8df/77pcuWVV/KXv/yFJUuWoGkaXq+X1atXc+edd3L99dc3tni14rjQcUDwBI9R3deICqgumVb/GvKi4cYWCJs0Cvs6CI4CNwy+UlAlEO0qI85eQoXVTqkvo0//BC9eLGgofatWhjXKg/J965WXO/AesemGlvEeZahSozhmaDqbuYuNBT00tJPCcoKbtmn7cGjleh8+LQnNocgnkTySyCSN/YbBRyqHSaGgOBlXvhOOWAPpzkXoRl8hUOEBr1HRxdzL1BzaGam1Tbj8brNyi7TfvN3Q5eb+qU2HSHrO0HEJCQlBRl9d6dKlC+np6axYscJv5BUUFPDdd99x88031+gcU6dOPWo5jpbQqsjTpk0LWtc0CYtryhiePmnOXplAY3bx9FVHoxp9hw8fxuPxhI2V37x5c9hj/ve///Hqq6/y008/1egzysvLg2L5CwoK6ixvnTDCDiPpU2My1bwYLxUuKPbGURoTDWn6V37hIUjc5aLtjsP0OXETG9rGkNsmBbYY3Ytro7hrm/NnVjbhjjO7vYxZ6XIqz1DXJB8lGt266wT0hg4OvT1De6A1gRwcszjhigLWJKfPfKyxbvG9TAX97UJeYKvrR91IePwdpyPta9r87W9/49ZbbyUjIwOPx8MJJ5yA2+3mmmuu4d57721s8WrFsdBx0AT0nD+vz4i/NPdPMf7nDCPCWLeY9ntxEUWBSkAZasPs6TPCO2MJeMNsoEVDXF4FKqEIYhRuLQovFl9+Xyk23ERTShFxFJCA1WfdaQ4oa2WnOL81VCiI0nQ7NR9dtxgtScM944Z9FIueG9jdg7V3Gelk4sXCEZKx4MGFnVxak0srskjjAO3IUmkcpg0HVDsKD7ZCHbDqHRgOoYdzGv0AcwGP4fozt7cxVziuifIJGNVV7zfHvFsJ1tM1zdE8tkTSc3XRcUVFRWzbts2/vnPnTn766SdatWpFx44dmTFjBo888gg9evTwt2xo165dE861DcbrbVp/O6H2SHP2yATCO8XTVx1N/w3QRGFhIddddx2vvPIKbdq0qdExc+bM4cEHH2xgyaohXE/i6sb7cvrycpPIT4rDNUB/L9nnAQ5Ct1VezjxhFVk9OpB7Qgr8CJQ7CM69iPRiYFg51RluZkL/VcLlhoUWegntu+elau+eQSLQAegInAyDo3QPXzp64YVYAsVEjUI2oYv5/aWqpSqCLllBlFdvxOzVKtuvTShVrrmHd9rtdl555RXuv/9+NmzYQFFRESeddFKNGyE3Z+qi46CJ6Dl/iGcRugXlIFBlCQIeKHOSs0J/0MrJr4hhW1E3sGoB+9Fo6Vfo+2lHN8qMZ9NnM8aWl+FIrMCWXOE38gqJI44icmlFIfHkkQToBUA8VivlMQ7KUqPxaA6IidL1SiyBYiqR3q2MtMVkoDO0Ss+hfZvdRFNKHkm4iWIf7SkggTxfW4YcWpNNCtmeNhQUJ+sG31aL3griEPrPvegGYA66wUsBvmouBEI8jVDL6jAMOatp3ZjBCjW6I2Hk8xlexqb1slldeGdt+PHHHznrrLP86zNnzgR079iiRYu4++67KS4u5sYbbyQvL4/TTjuNpUuX1qhHnyDUB0b1TinkUhnjnjjE01ctjWr0tWnTBqvVSlZWVtD2rKwsfxy9me3bt7Nr1y7Gjh3r32bMYEVFRbFlyxa6desWdMysWbP8Chz0GfDQBO8Gx2ghYFQxN0dJhhtryh3x5NnJjU5hW0x3ktmmT0QfgR4/eRjq+Y7lPc6DAW5It8LeaPAaM8GRPHjmeMZIHx7OUKzJF36o29KcB2JuQhhJLiu6Fdce6AaODOhg01eNKnuGwWe2W805e5aQ9UrhmhE+NrQvX2iIpxYiu9Ka6gQ4LuxYIoR3Rmrl0NiYn9FwmKt2zp07t6HFqTeOhY6DJqLn/NVQitAfVAPjITUnwkFwOLgHz2EHZb/E68+5URvG6ABh1IhxoNtAxvPqm+SxuCHK5SHBU0pUrIdoWynRUbqnz4IHm6+0r24MxlOuOSm1RFOSEEMpcbicDjx2p65+zIEJoc+2kT7tVGgpLhLb5tE67hDJ1iMoNI6QRAEJVBBFLq3IJ4lCFU+eSiS3sDWlBXG48p2ogyYPX7ZvMTx8BR4C7kxzSc/Q6qjh8qCryqM076tJKoC5HUcTU3JE1nN10XFnnnlmlYVMNE3joYce4qGHHqr1uRubLl261Cl0c8aMGdx2220NIJFQF/zVO6WQSyWMeyKevuppVKPPbrczaNAgVqxY4Q+TMBKMp0+fXml879692bBhQ9C2e++9l8LCQp599tmwLzkOh+OYVskKi7kIgGH0hft+Mef0GU6xgiiOJLVmc6s+9HZs51eP4kgBuDcpTsjbTPu0fcT3zKewQyvY7wCvnUB4VaRcmnCzIdX1YqrqS9+c8GK2hMxGZCRL17DejLYMyehFWzIgKQW6oLdmSER/j7T7Ls1srJmXUOMvXL5euBQW87r5HhgGn8Uke2hRhyYW4unBiorwaHubqKdv/fr1Qevr1q3D7XbTq1cvAH7//XesViuDBg1qDPHqzLHQcdBE9JzfSDCqsJgfRBvByXDmhFh9gkgd1vD8bEela2AF5dJT2ixW/XDNSqClgtno8xUXtpSD01uB1VuBLcaNw1GBJcqLV9MHV2AjjiLiKNI7+WlOSmOi0TQvFnss5TYL3lgN5dJQbt+kjtukQzWFFqWwOBSWaA+21sW0TswmOSqXGEpwE0UeybiwUaxiOexNodCdQIk7hmJ3nF6lMydKz+HLQl8Mg+8wusFX6IUyN7qXL7Rxn7mXaSRdGk7xWSL8XlXOn1nJGRVtmhaR9FxT1XGNxaJFi+p0XOfOnetVDuHocPqbsze9CZjGxrgn0pi9eho9vHPmzJlMmDCBwYMHM2TIEObNm0dxcbG/0t31119P+/btmTNnDk6nkxNPPDHoeKMaVuj2JkdoOks4whXBzIUDye1Y0/o0Lm//Cb/uVRzOh6yfFBlfZ3La8NXkZLRhxYDzYa0D3A4CLwg1/aI29+KrLebqnoYVFC7EM1KYqRGPGYNu2XUCToYMG3RGX9qgl1d3+E5t1IjQCC5aWtUSahCGRgaFFrbzT457Kxdz8RIoKtEE9W9z9PStXLnS//vcuXOJj4/n9ddfJzk5GYAjR44wadKkZtC+oDLHjY4D9AeiHN1DFTq5FLpuTqJ1wd4K+NIGT4NaDO4yKC2FeJ+tqBRoxnNqPINGfahCIAa0YrAXgD2xnNgkF9bUClBg0bx4sVJAAiVEo9BQaHiwYo92URJdTGlyEaWl0bhdUbjdVrweK163T0ZNYbF6sTtcOJzlRDtLSeYIKWQTTSlW3BQSTwkxFKp4clUyh4tSKD8cH2i8notuy+WjG3oHCRh9+4ADCtxGtU4jwc/w9hVTu7YJ1YV3micErabxxt/IKOBiGJxNT9HVp6evJTNixIjGFkGoB/zN2SWnrxL+6p3SsqFaGt3ou+KKK8jOzub+++8nMzOTgQMHsnTpUn/hgz179mCxtIA/ZCCKKXgdKvd6M4/NhwPF7fivYwTqWgu87iV3O6xzQ/sPYESnryjpFcOKq8+H1cDOGChQBCoRVGf41bXnQOi5Qw270Nio0HUj9tLow9cWPY6zl57D1x7dw9cG3Ra0EWykmT175lw+c8in+b0nUmGX2taygfDFd5oQHq8V5Q0/4+WNsL0p8fTTT/P555/7DT6A5ORkHnnkEc477zzuuOOORpSu9hw3Og4ITCAVEzAizAl4lpCxKrDvkBfXOhsfdDyfM+NXE285TF4ZlLsg1gX2MogyusUYOX9G4/RY9IkhU9N0i0vRimI8rWx4bRYqiKKIOCqwYcWLFQ8WvMRRTAkxlBJNudOO12nFqyx4sOJRVrw+mW1aBU5NrwLqpIw4ioihBNC9iEdIJpsU8ouSKchqjXe3BZVr0eUzFqM2Sy56Dp8R0nlAgbsE3SI8gu76KyTQtb26asehys4gUg6f2dALh1GYx/jspmf0RdJzzUHHtXQ6d+7M7t27K22/5ZZbmD9/PmVlZdxxxx0sXryY8vJyRo0axQsvvFCp4JUQIBDe2fSexcYmUL1Tnv3qaHSjD2D69OlhQ50AVq1aVeWxdQ1daBQMYy60FZL53Sc0IrICynJjyN7blj3ntSP6kyyc28vJ8kLhj5D+y0FOTP6Nk7t9x8/9BuEpiIJCJygngRjRqhIIa9NzILTvhPEzNITTY/rdWELLhRsvIE78ffii06C9Uy/a0ga9F5+55VfooVEEG33mkM/QyCVC1i0h65rvWizm31Vlg9Ccc9lEq3e6yhxo9vChfqqs6bdsKCgoIDs7u9L27OxsCgsLG0Gio+e40XGA/lAYRV3Mz7mxT6OyrrCApxhXqcY/8yfQM24X3RMPU5oDFV7d6xetIFaDKAtoRoVPo3dfAoEoRN+3mgZY7YqY2BLKNRulUdHEU0ipz9Pn9Xn6bLiIJZoyzYlLs+NBN/S8WHwhhLoSsOEimjIclOOgHDsuNLyU+9pEHCGZvOzWlGTH49lng93o9pthiBoGn+HIy/TtL/D6PHz56AmLoaGd5ly+quLJzcnO5pj3SCGekTC+N8p9QjexWS0fkfRcc9BxLZ0ffvgBjyfwf/Prr79y7rnncvnllwPw5z//mU8++YQlS5aQmJjI9OnTueSSS1i9enVjidzkkT59kQn06Wspk6cNR5Mw+o4rQu2fUJsr9DvdDe5cOwU7k1l3bn/iUr+llaOcXeVweCu0W5tPzw7bOPvcz9lySh9K9sahsmxQEkPA+xZqqEX6sJoIH268YVSaDb1QK9acbxKFbsk5gXjQMsDeQe/D1xO9SqdRtMVJcBSYMZFt9uyF8+iFvteE2pyhKS2GgWfk9GkE5/H5L1UDj9Zk8/kAPG4Lmjv8jJdyN32lePHFFzNp0iSefvpphgwZAsB3333HXXfdxSWXXNLI0gk1w6j6aA7hhoBr3Zg1sWJ+iCo8ik9+GsefkhfQpQOU79BNH5cbXF79kYwBLC7QyvTFn8Js2I9mO8AJzuRy4qzFlEZFE0ch5b4B+qdqOCmjDKfeE5WA0efx+QJBQ0Nhw4WTMuy4fAVivHpuIDGUqBhyXa0p2p+Ee59d9+LtR7ffDLutlEAPvlx0Z16Bx5fDV4xuAeYTCOk0G3yG0RcpTD5ImVF5Biz093AJzgZGHp/RIqJpvmRG0nPNQce1dFJSUoLWH3vsMbp168aIESPIz8/n1Vdf5e233+bss88GYOHChfTp04dvv/2WU045pTFEbvI4fEVKyqSQSyWMnD6HFHKpFjH6jjWmie0a4QUKoUxF84i6lxdPvI2Oew7z+896l4bTVkJH5x5uH/0s/7llLHvKulJamADrWqO/KGgEN/RtKCulqpzAKAIveMZDGY/ehy8DYrpCT0338LVDr9QZh24XGvrNnIfniPB7uLy9qDDrEJzDF7puUeENPgi0HmzCk8nlZXY0W/i8FlXW9PNdFixYwJ133snVV19NRYVedTEqKorJkyfz5JNPNrJ0Qs0wCkkZD5aNyq55w+AzwhZdUOyGqxU8B3QA9ZUeAWkDor3gKoVkF8QVgSMaXU8YtpFho0DAEHSCLRdiLC6So49QSjQWX7N2B+XEUEIpMbiwU0EULuz+wM8KbL7y/xoaXuxUYKOCKCqw4sWFnUzSKSaGHHcbcre1hZ803eDLQrffDLmK0A3AAgJGXxnoxl0BASuwEN3MLSKgaMxtb0IJVXShMfDhZsYI2WaOizf+HiUE+gM2TSLpueag444nXC4Xb775JjNnzkTTNNauXUtFRQUjR470j+nduzcdO3ZkzZo1YvRFwOjT1xRaNhwuKuf1b3ZRXO5h5AmpnNqt5u2FGgJ/9U7x9FWLGH2NQWjlcjPGe5B5MqcCPEesbFnVn63XdaVPxna63ZJDJrB1J3iWu2n3dD533fIkC0feyGrHCP09Ymcb8BhTy1C3GdtQYUIvpCoFZLzwudErrhj1zn3GnjMZ2sRAdw3SNH1zawLV3n0vbUDg/cVOcCinNcx6pEIumM5lTGxbAWuYMM5w1+KxBPfla6LhncoThfJEeLQjbW9CxMTE8MILL/Dkk0+yfft2ALp160ZsbGw1RwpNCyO03Ii5jIagIhtmveIzPJQbCjbwl1Z/4Y8xg/lLm7+x47B+Fhu6s6zEA3ElEFum/4wBLIZzCvSJIMPejAEtFhyWCpKtXiqSsonS9Ibt0ZQSRxHlOHzmnM1n9OlevoDRBxoKq++Bt+JFoZFLMmU4OOJqxcGCdNgM7AAOoNtwLgL2W55vWym629JTRsACNOI9DYPPcF+aPX3hMOdMhoY7hCY6Q7ARWJXC8xh32idD0ySinmsGOu544sMPPyQvL4+JEycCkJmZid1u9xeoMkhLSyMzMzPiecrLyykvD0xCFBQUNIS4TZZA9c7G9/QtWr2L51duA+DjXw7w/V9HVnNEwyLVO2uOaMfGIlKHBPN3sbmKZIVG+e5olvUaRVk3F0P7vU/2Rsh2Qcx+SP3MzbDhP7CjTU9KB0ez7rw/wEdRkBPt+94ObadQGyHDUVVPP0N483ls6C998WBNg6TWkOyENF/RliR9FzFUTj0Jl8Nn9t6FS18Jl7NXVWqLP/TTVK3Toky3QYMKLbiWQhM0+AAos0METx/NaBY8NjaW/v37N7YYQp0x9Ic51NPYboQ7mLf5Hi5vDts+6MLuzt1wXA+W56Cowp/irJ/Rqy8a4CgGzeI7k52A99+ObrcUgsUBUXYPifZicGrYrC7suIimtJLRp4d1Bow+o9KnBS9en/KowIYFRQmxFJXGU5Ydpxt7RwhEZpb41guAfAUlLqio8PVSLTEN9glJEQFDz1iqm1kK/cIIF+MeLtE5tNeNOc/SyOVrmq0a/ETSc81Ixx0PvPrqq4wZM4Z27dod1XnmzJnDgw8+WE9SNT/81TubQCGXvUdK/L8fKiyn3O1p1NBKI+RVqndWjxh9jYn52Y1UbMT8fXwI/pP/R7QkxeXnfUHi5kLyvXDgCHT8Gnot38qoMcvQunrZdnFPCrcmoH5zQmYUeMoJFFgw2jmYPzRSrl6kL/3QfYaQ5pAu4yLs6Ll7CRDVBmJToaMGaQQqdMage/XsBFpbmE8RKYcvNH0Fgg07M6HGoMUsv9nQC8np81oCb5yG4df4k22R8WjB/cVC9wnCMcWoBAnBBZ9CXfAGLor/EUXO6CQOPtGW2FczyS1QFCvdFNEIaB+bG+KK9aOsytfTz4gGcBKInowCSxTEO8rQLB4c9nKitTJKNScuHFRoAaOvgijcRPmNPi9Wv7HnwYqbKEqIxotGMbGUFsfhzozWWy8UE4jIzAcOe/VqykVeAlVcDC9aHgFvWrHpYCMcv7q2O+FmtMyGn3m72fALZ/QZfxsjtLOMyB7GJkIkPSc6rsmwe/duli9fzvvvv+/flp6ejsvlIi8vL8jbl5WVRXp6esRzzZo1i5kzZ/rXCwoKIvYtbYkYXiyX24tSCk1rvP/zQwXBYd/ZheV0SI5pJGkCIa/i6aseMfqaAqGTsOYJcmO/FSiGoi+SWdt7CHMf+BPTFjzJdxUVHABWueCiJ2H4oTV0G7eTmHMKeZz7KfggET6Pgm3p6Nkxxhe62/RhivA5I+FiTQ2MPD2vaax5nyF4FHrD9Q66Z68z0AM9lDMevWCLEY5lYHj7DHvRHL4ZmsNnztEz/27YneGimczvOUE5fhEsOaWBxxrIGTIm4JsqZUR+sptutJbQIjF0SxnB/U1C+8IZY40Zn9V8si+DPh/8TmbfNEo3l3A4V7ejjOhq8AWLFkNsOcSWQJxCN/aMJu5GQqCpdWhsYQWxMRWomEJKYy1URNlwW3XPXhnRVGDzG316yRab3/vnwUIxcbiwU0Y0BSRQVurUP8f47AJ0e24LUF4G3iICBVqMPDkj0c9I+jNaIxhFW6rrmxoa0mn03tPC7NMijA3FjW6Q5vnkbOJGXyQ9JzquybBw4UJSU1O54IIL/NsGDRqEzWZjxYoVXHrppQBs2bKFPXv2MGzYsIjncjgcOBzhq1IfD5gNmnK3t1ENnEOFwQ9ZYxt9hqfPKZ6+ahGjrykSGqXjNf1eqLF7exfejprEtcvfIOWvh/B86eIQsKoYTvwIUvfkMIH/o6R/PJ/FXcC6PkNgIbA5EUpjQJWhv4AYU9Jml2OokWeucBLq3TNbT1bTeDt6KGccWOL1EM6udj1vL51AKwY7+gtZaKRXFJUnrUM9feaPDhUjtJhL6IS3hh7C6T/eFNJpDQmd8FigwhJcU6Hxoyuqpqq6D9W9S4bw1Vdf8eSTT7J27VoOHjzIBx98wLhx46o8ZtWqVcycOZONGzeSkZHBvffe68/nEI5XzA1KDR1hPMgGRsi4Lzlv+27K/1nMPf83mzP++k/6fP4ra/E77vy4gAo3qHKI9bW104yoAadvsPFMeEArBRWtj3E6vThsLlSUhooqx+sswWW3UGGzUhFlNvaslOOgiFhcOHAT5W/G7nLY9V6i8cBOYA/wmxfKs8Cbh25AGWGchiIxEv7M1TmNEIKqZpRCZ7OsIeuRShpD+MRn4/4bSZGGa9RFk1d0kfRcLXWc0DB4vV4WLlzIhAkTiIoKPLGJiYlMnjyZmTNn0qpVKxISEvjTn/7EsGHDpIhLFZhDF8sqPI1s9OmevnhHFIXlbv96Y1Hub9kgnr7qEKOvqWGO1gkNX4wCyqGsIIZ9Ozvyr/OvZ/gZ75JR8jv538J+D8QeBKigw4eZnJf4BaqNBefppawvP4my/8Sh9lggxwoFGoEXkAoC+RtGewWo3E9Co3K4kSGs8RJnA2Ig3g5x0ZAUDV2Bzpru8EvwDTF67xkfaY48CldxM1JIZ2ikUmhkU9hFVQ7/1FT4370WPVyoQqu6anpTopzIT3YtdXNxcTEDBgzghhtuqFG7hJ07d3LBBRdw00038dZbb7FixQqmTJlC27ZtGTVqVO0+XGhBmCeTygn26mkhY3zGRqkHz55yVn7bm14Du9LLmkX6Z9nkoPvIzGiAzQPlpWA3jD4HetRAaIpXhW+/E6x2wKHAplA2IMaD1QF2mwVPVAVeLChNw2O1UOa047FYsWhevOjN3gE0Q5/koxt8B8qhuIBACc9SAsVZDAPPrHuNmaTqkoWNL4VIlapCE5xDt5tnvkLz/Axj24gEaQaKLpKea7oFR48rli9fzp49e7jhhhsq7XvmmWewWCxceumlQc3ZhcjYrBasFg2PVzVqg/ayCg+FZfrMSt/2CXy7I7fxjT5/c3bx9FWHGH1NDcMQMn8/GxPgRphSOVTst/PA5kd57ZwDjGh9kJxfC9laBL9XQPF+aPM6DE9dQ5uRh+kyYCs5/e9kn7MrZd/G4NnggC0OcJfrRQW8pQQ3uzJezqoq+mKOR/Ul0FiiwRIDUbGQoemhnF3RwzkTCLzfGTOxXoLTVkInsc1GX7h3GHN4Z+j20HBOjcAHWQg27III2e715Y2YW2U18Qnw+vT0jRkzhjFjxtR4/IIFC+jSpQtPP/00AH369OF///sfzzzzjBh9xz2GUWd4kWy+n8ZDbCg6I6zQhXKV8dufUtnyWg/Shh+h57e5rMvzUKYCjndDPUR5oagUkopAs4NmQzf8LKZTGxGMhlFohIEa42PAZgNblFf3+vv0sNcB9pQyihyxWPDiwYLCglV5sLg9uq20DfjNDTn56H0bMgl488ytF9ymdbNCqS5mPJLBF85zZ1aW4Qq7mCMzjL9LGYGQ0yZu8IF4+po45513HkqF/z9yOp3Mnz+f+fPnH2OpmjfOKAvFLk+jVvA08vkcURa6pcTx7Y5csgsaN6bauB9O6dNXLWL0NUXM+WnGxK/xbmTMWpcB/4Wpp7/CyFPG8/Er58NUOFgEOzyQXwBnPgSdV26l+/k7GX3HUv5+022suHQU67YPhbeBn+2wzw6Z8b7ZUXPokfHNGSnc07DMbECsPqOeDnQEhmhwEtAWPXdPQ3+XKESf+MZ3Sgv6S5c75NTmkuuR3m3MRl1ojp95f2hfvkg5fJFy+lxaYJLe6HXf1CkjOMUydF8DsmbNmqD+SwCjRo1ixowZDfvBQjPBnD9s9vaF7jd7mn7ixalnsvacE3l2Xw4nd9jC70c8ZKLXvzQyjy1AjAfs+Xpwuc1LsD1jtJ6LJmDsxaCrMCMU1EgZMvSFr6KwFgd2lxdlt1Kh6fl+APkVCZTsiIFlwLuA9zfgIHrPvVKCvXjmSbWaTKwZhAvpDA3ftIWsE7I9XB8/Q1GWoSvmXPTkxGZiNUXSc5LTJ7RQnDarz+hrvJnn7CL9AUtNcJAar/fUamxPn7RsqDli9DUVjO91wxiCwHe08e5jGH/GJHkZeH6N4of0IYzt8Snz51xB67cK2futXkju2wpotx7SD7lpuy+fqaNeZ0S31fx64gl88adz+X7vUAp/T4Sfo+A34LAdiqOgzAllyjQRbbJ0LIBDA6cGcRokanpD9ROBHh7s3Uppl3EAS4KXcruDYmsceVkp+tuZSwvkJ2K6FsOQNb/bhAvhDJ20Dp24DpfDB5U9f6FYVGXPn9KgIkqX2aXVrHp6U8Fc6SLcPir3OKqvJPnMzEzS0tKCtqWlpVFQUEBpaSnR0dFH/RlCS8AwdgwlYw3ZFzzD4vX8zm8/xjDjkruYseg1uizYTPvPstmE7hcsJpBJbC8Hb6Fe1MVq9T3a5iJMRj6x3fe72egzt7dz+LbHgNeuURTjoEiLpYRYCkngd3qS90UKro9j4GMXeH8GdqMbUEYhFENpG8rDuG6zUo+E2RsXauSFM/yqWkLDJ4xzu3035ohP7mYUGxlJzzXlIluCcBQYeX1GM/KGoqzCQ26xi3ZJlb+vDU9faryT1AT9nSGS0VdU7qbU5SElvmEL8JRLy4YaI0ZfU8IwVoxpayPXzfz9HEVwFNQRyKU1X7Q5l/8OvJSMnG9Ij9mF9UsXh4GKI1BSDNYKN+3KdpA4KIeM/nuI6VBC65MOs79dB3Lap3KoRxoFBxNwH7HBkSi9gFspgZQTQyY7etGCNmBLKcPZupT49EJiexRjyyjH1raUpLh8SrQYct3JFJXFVK54aTbIjN9DK4tHSkcJV3282hw+Anl8GL+r4N/NRp/S9LBOlyWQdtNcDD7QZ7oj6T7fLHhoqevZs2fzwAMPNKRUgmAiNF8YgkMNQ/cXUJAL3y3vwFdXDKFXv2TSPDvo/eOvHD6iP74ufM0QvLrhZ9cg2qk/zpphIBjdI4x+fuUEjL5o03bDAPQ5y7x2C2VRTvJI4gDt2FHelb1bOlH2eTTe74pg32FgO7q3zKiObPZoGjPzNW3waZ7VqkkuX6R9kZKeDVnc6CZzoe/uNfXYdROR9Jx4+oQWSqBBe8M+pze/uZZVv2fz6W2n06dtQtA+w8BLiXOQGm8YfeEfumte+ZYtWYV88ecRZLRquOqexv2QQi7VI0ZfU8f8pWZE6xgo9O/pbPB8HcUNIxbywJS/csWoN+g6MovlrgoOeuCAC7K2wOAt0KZHPicMzufEizfzx9P/zW/devNdz6GsspzJpiN9KMhORu2zoQ5qUKDphT5dml71zqEgFrR0hdbTS6v2h0hNPkBPfqcTe4jWStCA/bTnd9UDd1kqhUcS9IihMi0woe8muOKmcW1mAzc0pw/Cp6OE1iMgZN3qu1Ga6feqqnWC/pbotugvD2UaTb5FQyhG/mGkfcDevXtJSAgo8/oqhZ2enk5WVlbQtqysLBISEsTLJ0TAPBtkXg+lEK/nF+bfcBYnPHcGZ12+mcduf5BvN5ZSXKLwVuj/3mVAiRuiSiDaTqDHZrlvp2HcGeGdhqEX61uHgCcwBlQsuKOtFKk49tCR9e6T+CZ7OHtf6wpvlUDOTuBn9MItZg9lXcMkw8ai12EJVbDmxZxbeBi9Ymcz8vJBZD3XxDtNCEJdsR8DT9/e3BJWbskG4MvNh8IYfZXDO7PDePoqPF5+3qfn87zy9Q4euujEBpNZPH01R4y+poaVgCfPKHzi8f10UrlQiUbgy+9reHTHbF7vMomrMxcy84Hn2PN5IRs3wFb0wKOkbZC2A05+H9IGZtG+zyHOGbiav5w5j4Nd23CoVxsO9mzLAdWOApVAOQ7cKgoLXmK0EuIpJEXLpoNlH620XOIoxOF1sdvSia304DdO4Hd6su7wyRRnJ6KybfpEsllHhb7LELJu9tyF5vCFy9mrKocP836lV3vwG4G6UJpFL9igPD6F4bZAuVWX25i0b05Gn4vIOX2+avgJCQlBRl99MWzYMD799NOgbV988UWV/ZcEoeYPmAJ+Z9MdSfzecSCLrsti04KetF10kPI3YNvhQK2oUi8UlkCs5nvUjee4At3IM4wDI3rSQyDkMwG92nAy5LaOZ29CO77kbJ4vu5XMJR0oe9MOK38D91p0o6mIow8FCG06Gm7dmAkLzeGrLscvtDef2ydznk/+cpqVlw8i6znXsRZEEI4NhiervAE9fe+u3ef/PVwhnkB4p8Mf3nm4yIXHq7BaAjomtzjwIK7YdIgHxiosFo2GQKp31hwx+poiRkSOEd5pYHyXG8+N8Twa7wEVUHHYzkFXe5a4r2HH+J6cMeo/nLxtFSe9lMMvmyG3HHZ6IM8DKZsVSQcUrdd66fAJpHbJplWbfDonH6A0aSMVNhteqxWvRUPzKqLcHqK8bhzeMmJiS7GluVBt4XDvJNYyiPUMZKO7H5sO9aM0JxFV5MuJM8uphfxuNl7NOXqRjL5w6xFz+JRpv8/Dhwqfw2cIWREF5ZaAh6859OULpR6rdxYVFbFt2zb/+s6dO/npp59o1aoVHTt2ZNasWezfv5833ngDgJtuuonnn3+eu+++mxtuuIEvv/ySd955h08++aRu1yIIlfCiXGW492fjfudnbvpmPq1Pz6Pzy9u4Y//fYAlY9oE1Xy/mYjH6gUaFWcyhnb6wddLAkwblXaPYENePHx0n81PhQL795jQyF3eibGM2atducO8GDqHPDNXV4AsNSwhVdOGSl6vK2zNXszIvZgVrVLYpQA9HLab5KTmkeqdw3GF4slyehnlevV4VZPSF8+AZ4Z2p8U5ax9rRNPB4FbnFrqDcPfOx+/NKWbMjh+Hd2zSI3C6f0eeQ6p3VIkZfU8Sc2wcBY0YRmNk0p4mYQyVdUJYbze8VfThwbjq0U8R0sNF97w4SO+4g6lAhpYfL4QAcKYCyfCjdC2yE+DQXtiQXttZFxCSD1Q7WKIiy+goi+IobqATw9oA8VxKHPG3YSC++cZ/KpooT2FXalZzcVCjUAu2ejGsy/zS/34Sum8M3LWHWQz2dVeXw+X83G3ohOX2gh3QqzdeI3Sd7BTVPwWlKlBG5cE0t811+/PFHzjrrLP/6zJkzAZgwYQKLFi3i4MGD7Nmzx7+/S5cufPLJJ/z5z3/m2WefpUOHDvzjH/+Qdg3CUWJ+uAHcUFoMG/fy6cbhxGa46XFSJ4Yn/QinQOqRLNoV7Se18DBaCYFoCXObhmj8Hj2VCCoVCtLjKWwVR37rBPanpPFN1nDWHRrEpt292P5FO/joCOTvBrUV3UNW2/YGoQ+mWXmHm+0yx6+HVriKlN8X2ovPfF7fvfPn8RXSbK2kSHpOcvqEFkpDF3L5/VAh+/NK/evZRZGNvpQEB1FWC61jHRwuKudQYVlEow/0UNGGMvoMT59dwjurRYy+poyVgNFkJbifnUbAExiF/u5hIVB4JV+j6D+t+L/UibzfaTy9Ht7AvdojnPzDL3T8/ADam1427FdkliuygYMK7Icg+pBe9S5Z81Urt0C8A+KSQWVoqC6g+mqUXGblh/j+fGMZzhecy69FJ1KSk4A3zxGolFdhkj/0Wayp0Rcuh8/4PZJnL2hsSA6fsc841OpFeS16aKfH5+Er0fR3ouYaJlSD6p015cwzz4zYawlg0aJFYY9Zv3597T5IEKoktAiJgRtYS/E/EvjptTaMTvgM3ta4YOCHXJf4Ohfv+RTWgnZI6Y4tj9L78TmBeFDJQJqGNwXcHSz8GtuLDZzIL6o/y90j2bmsF56PomBNERxaC2xBN5SMHi51uQ5LhPXQXLxQL151OX5VefqMvAGjWmcOesXO4jpcQxNBqncKxxl+o6+Bwjt/zyoKWg/n6cs2FXIBPczzcFF5pbGhxV22HQo+d33h9njx+CrMS05f9YjR19SpLsfP+OIzJoKNBu7GchjK86PZuHcQk9q+TUKXI6TceZARf/ovw9T/6F2xidNKtmH/GcgErRg0F2jRoCWC1groAAc7t+b3qB7ssHTl16h+/Gzvz15XBtklqRTltsJTYNU9ZC6Cv4zD/YdVZfCZ1yPl9EH4CfJKn2fK4fOf2+P3/lmsXrweq27suS1Qag3UM2jOLw6lRHY+yCy40OwIl69mIdDTzw2UgTcH8tfB+EQ+tw5jVfRIbj65As4G6wAXzv6FdI/bToJWQBQVKE0jR2vNIW8qhXlJFP+SiOcbK55fovBs06jY6sHr+h5c2eDOQ1cORmP5un51mo260Jw9CFZsoX35zDl9hKxXl+NnJDOWoDeNP0Sgj2AzJZKeEx0ntFCM8MWGCu/cllUIQNeUWHZkF1cy5JRS5JXos+Gt4/ReW61i9Z9HSoJnyY1jjXM1lNFnvhcS3lk9YvQ1B6rK8TNjVMU0vuP99o6GpyiK4sx4yl0OCrMTKIuNZ0P8ySRH59AqPpvEPxQRXVKKraKCKK8bosBjt+JxWHHF2cmNT+RQRQq5rjZkFaeTk5tKcVkM5WVOvEW2gKFkfKbxThbuWsIVbwm3bk5DCevZM+9XwfdG8+XuYfrpP6dCQ+H1WnzvjRqUWfSQ1FAPZXPE3Ps53D5BaHaEJv+aQxfBb9SoUiiKogKNiiJF8XoLHLahfWnD2iaRUltv7LixoFBAGVZKvVYqyjXceYWQWQyHKyDfBfnlwAECFZ0UgZ455r46NQ3vDA2zDBfCYL42w6gLF+4ZmvMXKc/PkNGDbvDl4yunTLNXBpH0XDO/LEGIhL2BPX1bfYbZ8G5twhp9heVu3D6vWnKMbuwlxegl5Y8UB5fNNY4d1rU1O7KL2Z9XSlG5mzhH/Zod5nsh4Z3VI0Zfc6CqHD/z/nDGoeElVEARuMvsFGXb+T0xid9bnQAJbqyJLpJa5xEbU4RDc2HT9IfXrUXhJooy5aC0MIbycgcVZXYqSh26V6xcC1QONX/Rmt9rwhFqrIa2XIj0LhRq/PmNQhUw/Pzvhgo0b3BOn2+7Ztw4rwZei96Pr9QS6KfcHPP4zNRjIRdBaHxCe/aZ+89ppjFGiIHvRcVTDgej4KAdRRRurOQQR7ACLUN3GZWhG3f5vt/LTYsRWhFFIJlamT6ztkYfhK9YZU5aNjx7oSEP5j425oqckfL5INCcsMh3fYUEGsc3Y6SQi3Cc0dA5fYbRd2q31vzz290UuzwUl7uJ9RlqeT7Dzmmz+HsGGsZfXqinz5cP2CM1jjZxegjo9kNFDMhIqleZjXy+KIsWVD1UCI8Yfc2JcDl+xk8PwZO6xjjD6DPjRq/UXQhEReGxR5ETG0OOncrRQZjOZX6/ifTFGuq5i3QdoVTqrRfmXKFGoEWFOTZEGYasW6xe3cPn9R1QaoNiUw5fc2rCHomq2m01s1ZcghC+30sohuIzes+FbjMUWzHBPeoMI9Hcud38ecZxhrI1N1w3zltbqgrnrKqQS7jwzXChoMZ+44vAjV50Jhtd8bcQJRDpMlrI5QlCKP7qne769/S53F52HdZzfAdkJBFjt1Li8pBdWO43+nJ9hl0rn6EHkOzz9OVGCO9MiXfSIzWOw0XlbG0Aoy9QuVO8fDVBjL7mRmiOHwQbdUYEkvF9X12IpRGGaUxqmyeSjbGWkGPDPVuheXnGuSM9h6Hjq6tvECkHMNJ/sKYIaryuKSwWXw6fQvfwldr0Wgal1L0uQ1Okgsj3XRoXC80S82yXEcceCSPJOdQLaBhboX1YzLNMDoLDCoyxxucb4Z1mBayoWUyhWVmZDb9QT581zLrZSAyX4xdqMBpGbBl6OOc+dE9fC7KIIuk50XFCCyXQnL3+jb7dOcW4vYpYu5W2iU5S4h3szikhu6iczm1igUDeXpLZ6PPn9IUP70yJd9AjLY41O3LYeqiw3uU2vJ4S2lkz5C41R0INL3Muv7n/lHkxTwCH5vwbhp/5PSnUkDSHkobKERp6ad5GyLZIS+jx1qr2+fL0/Dl+Xt9ieP6U/3fN4tUXTaGUr0KnywolVijSoNRUfKal4CI4Os28NNeKpILgN66MEsVeguPXjdBLD8EhD6FLuHDR0IIpoY397L6luv1VLebGgIYStpnOZfy0hlm3hlk3L2YF6fXdI3Pz9SJaREinmUh6rpY67oEHHkDTtKCld+/e9S2tIBw1RqGShjD6jNDO7mnxaJrmr85pzuszQjiTY23+bZHCOwP9/Bz0SI0DYFtIddD6oFx69NUK8fQ1R0Jz/IyaApi2m71h5onoqjxq4YwwsyFoqWY9NM3G/Blm2cMda+wLl8PnP7cKkcmcy2cq1FIphw+U0vS2DG6LXrSl1KJHehnRXC3oXahKR0hL8WYKxyFmoy80jNEc564RiHcPVWLhcj7MOX5mr5+X4Bh6w/NnrNflYQrN66sqvDNciwZz+IPZWDVfmxs9fCHftxxBV3QtSckRWc/V4c/St29fli9f7l+PipJXI6Hp0ZA5fVt9BplhoBk998xGn1GsxezpC1fIpbjcTYnL4z9P99R4/TMaoIKncS8cNvFh1YQmcZfmz59P586dcTqdDB06lO+//z7i2FdeeYXTTz+d5ORkkpOTGTlyZJXjWzTmiV6DcIXcfE3VcRDs5bMT3utnnDs0vaS69XCpJ5FkC5e6EjpxHXRuFRwF5b8HHoJ68IWsK48Vr8eKMlozlFqhwKK/C5WgvyC0sHchyqpZhGOO6Lj6wNyiwUUgJy90gUBPukhLpJcms1fN6VsMD1ukdXMydLgl3LkMpWw+l+HdcxDs8TMvNtPY0EWhG8Rl6FVH9xKoPtrSlBz1quOioqJIT0/3L23aNEwTaUE4GhoyvNMIvazK6MsLm9NX2dNnHBNjtxLriKJHmn7OvUdKKHXVr8Hqb8xubRLmTJOn0e/Sv/71L2bOnMns2bNZt24dAwYMYNSoURw6dCjs+FWrVnHVVVexcuVK1qxZQ0ZGBueddx779+8/xpI3ISIZT5EigYz3jar2hxptVRlx5v3hwk7DGZS1OXfYdW8gZ8/qDSzhqIjS8/cKogL9iFtaSKeZqt51xdN3zBEdV9940B/gUgLtFIyQz+qMPGOWJ9RTZ1TMhMqhnnYCCtNYN4w4syEWabFXcazDdG6HaaxhEIZ+duhieB/L0CtzHQb2AFm+9RYcz12NjisoKAhayssj5zNu3bqVdu3a0bVrV6655hr27NnT4OILQm1xNKDRZ/TRMwy0cOGdRrEWo3iL/rs9aB8EKncahmPrWDvJMTaUgu3Z9evt84d3iqevRjT6XZo7dy5Tp05l0qRJnHDCCSxYsICYmBhee+21sOPfeustbrnlFgYOHEjv3r35xz/+gdfrZcWKFcdY8iZGaDhmaE2A0PeYqiamzRXRQ8M9CdkGlaOowoWIWkO2RwolDTq3kbunTOu+/D1zCCdUXlearx1DlB7OWaLpOXxGm4nm3pahKowq9OEW8fQdc0TH1Teh7RkM944xk2Pk9HlN45VpPVxJY4hcUCXUaxeaZxea3xdusUU41qyQzftClbQ50RnTT8OjWQTkoht9OQQar7dUJUdkPefTcRkZGSQmJvqXOXPmhD3N0KFDWbRoEUuXLuXFF19k586dnH766RQWFh6TyxCEmmI3cvrquU+f2+NlR7ZeubOHLxSzjc9gO1xkCu8sqRzeaeT3lVV4KavQJ9dyfMe09hV50TTNf976btJu3Avx9NWMRg1cd7lcrF27llmzZvm3WSwWRo4cyZo1a2p0jpKSEioqKmjVqlXY/eXl5UEzfAUFBUcndHPCnOeH6fdweXcQ3rgLPdZ8XvP5wu0PPbZG51Yh68YAn+Fn8VY+JhSl6S0ZPBYos0KZFmjDVVVV05aCkc4UaZ9wzDgWOg6ORz1nTlQuN22zEuzB8xLIwTMamFb18Jv3G8epkG3m4jHm9UiYk5VDtwXFqocZH5p0bZ4dM4e65qEbfYUE2lK0cCLpOd+/xd69e0lISPBvdjgcYU8zZswY/+/9+/dn6NChdOrUiXfeeYfJkyfXo8CCcHT4WzZ46tfo25NbgsvjJdpmpX1SNACJ0boxV1gW0CXhCrnEOaKIsmi4vYojJS7aJkZTUKofYzYOu6XG8f2u3Ho3+ox7IYVcakajGn2HDx/G4/GQlpYWtD0tLY3NmzfX6Bx/+ctfaNeuHSNHjgy7f86cOTz44INHLWuzJbRwi0Gk5yPc+wmE/08xnzvc+0u4gi7hZAk9d9jPUsEGX+i6mYooX8N19Pcfo4F8C450CqKMyMadlDM/phwLHQfHq54zQjSN8M4y33osEI0eQmlgbjxaHaHjDKNPC9lWV8NKo3L7BmuE/eGUptFU3mi4noPu4TtOjD2DSHrOp+MSEhKCjL6akpSURM+ePdm2bdtRiScI9Y0RwlheUb+zt/7KnalxWHwNzhOcumFXUBZ4aTCKtSSbjDlN00iKsXO4qJwjxRW60ec7JsEZ0HNGrmB9t20w7oWEd9aMZn2XHnvsMRYvXswHH3yA0+kMO2bWrFnk5+f7l7179x5jKRsZc4upcLlzkQqvhNsWLkcv0oR16HpV+X5+WVSYdY++WKqYnfdYdEOv3AaFdii06BPeRksG453weMFNwNANXY6jd8KWQE10HBzves7I8TPc+QUEPF6GcWQu+mLWJVXFuRv7w8XEVxfOWd0SKe4+dL9ZaRqVS8vQvXp70fP3DqIbf8eZGz+SnjtKHVdUVMT27dtp27bt0UooCPWKEcJY3zl9/nw+n2EGkBCtG2wFpYGXJ7+nz2T06eu2oP3GMQnRAY+gkStY3xU8pZBL7WhUT1+bNm2wWq1kZWUFbc/KyiI9Pb3KY5966ikee+wxli9fTv/+/SOOczgcEcM6jhvMkU3m6CAIDrkMV9k80v7QEM+qjq3yXKryuSCQo6dFMPaMButKgwoLeDRw+ww8lxbw7BntvFpyOGcoRhuKcIjRd0w5FjoOjnc9ZzzcXgKtCQylZ87jg8oJxOZ+N6GYWzkYYaLmz6xLOFGoAja2hQv/ND7HCGU1jFfD6MtHD2doyVWpqiCSnquljrvzzjsZO3YsnTp14sCBA8yePRur1cpVV11VH1IKQr3hsOl6wlXPRt/WLN371j3NZPT5PX2BByo3otEXXMzFOMY4BwRyBXfnlFDu9tRbOKbLX8hFwjtrQqOaxna7nUGDBgUVKDAKFgwbNizicU888QQPP/wwS5cuZfDgwcdC1OaPuWcxhM/tMxdXIcz2qsZaqXxsuHeb0EItYT/XVLAlLL4iLW5zoRYLFGt6wZYSAt69lp6/Fw6p3tlkEB13LDFaFpRT2eNX6ttuPATGTJBZKYYSWmmqKq9gTRejqEu46lnmxWy4VviuIR89lDMLyETP4yvluDT4oN503L59+7jqqqvo1asX48ePp3Xr1nz77bekpKTUt8SCcFQ0VJ++rX5PX7x/m+GlKyp34/boRVrKfEVTkkw5fWDq1ecr9BLw9AX8SmkJDuIdUXi8ip2Hi+tN9kBzdvH01YRG70A6c+ZMJkyYwODBgxkyZAjz5s2juLiYSZMmAXD99dfTvn17f+Wtxx9/nPvvv5+3336bzp07k5mZCUBcXBxxcXERP0cgUMTE6C8cLoLIINx/Rrg8vXDpKOEmXGpyLAAKoqpxzXksUKEF3u9cBIf2HI+Gnhnj3TYcx+n7YWMiOu5YY7z5l6MbRYXoOX5xvsVojWC0RzB7+6pLXoaAB7GuX5+RlKRxbkNJm68hD92INWazjqd49QhE0nO11HGLFy+uD2kEocFpiD59Hq8KG94Zb8rHKyp3U+rLnYuyaMQ7gnVfK1+Vzrxiw9Nn5PQFjENN0+ieFsf6PXlsO1RE7/Ta59uGwzCA7WL01YhGN/quuOIKsrOzuf/++8nMzGTgwIEsXbrUX/hgz549WCyBP+aLL76Iy+XisssuCzrP7NmzeeCBB46l6M0X8wS3UQEttFicsT1ShUzC7A9XkTNcJU8wtWEIxVd1MxTjPasCPZSzAt3wM774zVU5j2eDD6qu1C5G3zFHdFxjYRRbMRRHKXruWwy64ReNXvTFaJ0QTuGFM86qU4w1wfwgGgrZMPaMHoRGyILxuxHGebwrOB+R9JzoOKGF4q/eWY9G3/4jpZS7vdijLGS0ivFvt1ktxNitlLg8FJS6KSoPVOTUtGD9Z1TpDHj6fOGd0cEewR6putH3e1b95fW5xNNXKxrd6AOYPn0606dPD7tv1apVQeu7du1qeIGOB1SExRzRZC7WohH4gg3XaiHcuhZmf032ebWAjF7T4tECeRzmauVe01hBf0+MpP/kHjUKouMaC/MMlzE75Eb38rlMvxuN0D1UnYxcH/IYsoSGcJYTCF0oJmDoGZ694y05uRoi6TnRcUILxciDq09Pn1FNs1tKHFZLsJ5LcNp0o6+swh+yaW7MbpDsD++M7OkD6Jlm9OqrvwqegfBOyemrCU3C6BMaEfMks5fAu01o+GcUgfehcKGa9S2P0nR5zP2WjSJ9xuS9sU0IpipngLwQCcclhmIxCp9EoRtVxQTCPWPQ2zyYq2caBVzqaxbZUF7GrJVhhBqVR43cQ6PpvBh5EYmk50THCS2Uhsjp2xomtNMgITqKzAI9Ry/b13C9TVzlgmHGNqORe7icPtBbQgBsrUdPn4R31g4x+oQAZj1i5P0Zxp3xn2IYfcZ7UbjQUAjfs9i830XlL2yzAWos5QQbpYac8i4UGfH0CUIVmJVLEQGF5vD9NDx/DgJGoDHzZVaE1X19mr155tBNw+Ar8627qBynLlSLePqE4wxzeKdSqlKYZV343Ve5M6zRZ+rVd6hAN+hSEyobfcY2Y0y46p0APXyevp2Hi3H5QkqPFgnvrB1i9AmR8Yb5PbSQnRH+aSG4CF246qDmKCmPFjDcDIPOeD9ym7YZHj1zrp4YfFVTgRh9glAjQsM/DWOuqn564ZqMhp7THHNuztcze/eMkE0vwQpQqBGR9JzoOKGFYoQwehW4vQqb9eiNPn8Rl7Rwnj6f0VfqJqugDIC0hMr9Yo1tWYVluD1ef/5faE5fu0QnsXYrxS4Pu3OK/Ubg0SDVO2uHGH1CZFSE3411c7EXc7Vxs+cvYt4eldtpGZ8R2ltPJr5rh4vI913eKQUhBLMigkATdOMlwqzYrFRv9JkVWlBSMoEZLPHoHTWR9JzoOKGFYvaMlbu92I6yIbnXVLmze2plAyzBV8GzoKyCrEKfpy8+jKfPty2vpIIcXwVPCK4ACkYFz3h+3pvH1kNF9WP0VYjRVxvkLgl1wzxZbbwjGdXFy3yLkTITbin1LeY0FpdpkUinulPPffrmz59P586dcTqdDB06lO+//z7i2EWLFqFpWtDidFaeGRSEpovh9TOUkaHMCtFbJ+QBR4DDEZZc35gc37h837ElBBSdKLajRnqRNmn279/PtddeS+vWrYmOjqZfv378+OOP/v1KKe6//37atm1LdHQ0I0eOZOvWrY0ocdPHbPTVRwXPA/mllLg82KwanVrHVNof8PRVcMjn6UsN4+lLjLb5ZdvuMyJj7NawRmlPXxipEVZ6tLg8UsilNojRJxwdRjimeSmr4VIe5lj5wj56qrvvteBf//oXM2fOZPbs2axbt44BAwYwatQoDh06FPGYhIQEDh486F92795d1ysRhCaIuRCLWB6NRj3pOKH+OXLkCMOHD8dms/HZZ5/x22+/8fTTT5OcnOwf88QTT/D3v/+dBQsW8N133xEbG8uoUaMoK5M/YCSsFs0f0lkfxVwMw6tLm9iwBlogp8/NoSo8fZqm+bcbhWFC8/kMjAqe9WX0GffBYRNzpiZIeKcgtETqKcRp7ty5TJ061d9IfMGCBXzyySe89tpr3HPPPWGP0TSN9PT0+hFAEAQhEhLK2SR5/PHHycjIYOHChf5tXbp08f+ulGLevHnce++9XHTRRQC88cYbpKWl8eGHH3LllVcec5mbC3arhQqPxx/WeDT8dqAAgBPahm+UblTfNHv6wuX0Gdv3HSn1h4uGVu406OP7LOOzjxbjPtiPMtT1eEHukiAIYXG5XKxdu5aRI0f6t1ksFkaOHMmaNWsiHldUVESnTp3IyMjgoosuYuPGjcdCXEEQBKEJ8O9//5vBgwdz+eWXk5qaykknncQrr7zi379z504yMzODvlsSExMZOnRold8tAjhsehijEdZ4NPx20Gf0tYtg9Pm8dQfySyl26R61cJ4+83aj718kT5/xWbtySvwFX44Gf3inePpqhNwlQTgOKSgoCFrKy8srjTl8+DAej4e0tLSg7WlpaWRmZoY9b69evXjttdf46KOPePPNN/F6vZx66qns27evQa5DEARBaFrs2LGDF198kR49erBs2TJuvvlmbrvtNl5//XUA//dHbb5bysvLK31vHY/4e/XVq6cvMex+I6fP8N7FOaKIdYT34BkewICnL7zR1yrWTttEfezmg0f/NwwUcpGcvpogRp8gtDgqqlkgIyODxMRE/zJnzpx6+eRhw4Zx/fXXM3DgQEaMGMH7779PSkoKL730Ur2cXxAEQadqHSc0Hl6vl5NPPpm//e1vnHTSSdx4441MnTqVBQsW1Pmcc+bMCfrOysjIqEeJmw/2emrQXlhWwa6cEqB6T9/hIr0iZ7gefQbGPmNsgjNy9pgRTrqxHkI8pTl77ZC7JAgtjtJqFti7dy/5+fn+ZdasWZXO0qZNG6xWK1lZWUHbs7KyapyzZ7PZOOmkk9i2bdtRXI8gCEIoVes4ofFo27YtJ5xwQtC2Pn36sGfPHgD/90dtvltmzZoV9J21d+/eBpC86WNu0H40bM7UwzDbJjppFWsPOyY0Ly9SaKe+LzjXL5KnDwJGZn3k9Ulz9tohd0kQWhzVVxVMSEgIWhyOysrcbrczaNAgVqxY4d/m9XpZsWIFw4YNq5EkHo+HDRs20LZt26O8JkEQBDNSObWpMnz4cLZs2RK07ffff6dTp06AXtQlPT096LuloKCA7777LuJ3i8PhqPS9dTxihDGWH6XRV10RF6iclxepiIu+L/gdIlJOn/kzf6uP8E63hHfWBqneKQgtjlIiP9q1mwWfOXMmEyZMYPDgwQwZMoR58+ZRXFzsr+Z5/fXX0759e3946EMPPcQpp5xC9+7dycvL48knn2T37t1MmTLlKK5HEAQhlEh6Tjx9jc2f//xnTj31VP72t78xfvx4vv/+e15++WVefvllQK/wPGPGDB555BF69OhBly5duO+++2jXrh3jxo1rXOGbOPUV3vnr/nwgUE0zHKHeutp5+iKbF33b6TmEWzILcbm9RxWaaRh9Et5ZM8ToE4QWR1Wz3bWbBb/iiivIzs7m/vvvJzMzk4EDB7J06VJ/Av6ePXuwWALK9siRI0ydOpXMzEySk5MZNGgQ33zzTaVQH0EQhKMjkp4TT19j84c//IEPPviAWbNm8dBDD9GlSxfmzZvHNddc4x9z9913U1xczI033kheXh6nnXYaS5cuxemM7E0STIVcjtLTt27PEQAGZiRFHJPgjCI5xsaREj1Ptl1SdMSx6YlOLBp4fW1UOrWOjTg2o1W0/7wbD+RzUsfkiGOrQ8I7a4cYfYLQ4igj8qNd+8a306dPZ/r06WH3rVq1Kmj9mWee4Zlnnqn1ZwiCINSOSHpOmns3BS688EIuvPDCiPs1TeOhhx7ioYceOoZSNX/qw+g7Uuxie3YxACd3imxwRVktfHTraXz260EOFZZz6aAOEccmRtt47JL+bMsu4rTubTi9R5uIYzVNY1CnZJZvOsTa3UfqbPR5vSrQskGMvhohRp8gtDiqqmAnle0EQWgJRNJzouOElou9How+w8vXNSU2YhEXg46tY5g2oluNzjv+DzWvqDqoUyu/0Tfl9BofFoS5V6GEd9YMMfoEocVRBkRKapZZcEEQWgKR9JzoOKHlYhQsOZrqnT/u1o2+wVV4+RqaQb7P/nH3EZRSaJpW63OYDV8p5FIzxDQWhBZH9dU7BUEQmjei44TjD0c9FHJZ6zP6BjWi0de/QyI2q0Z2YTn7jtSt+JJxDzQNbNbaG43HI2L0CUKLo/o+fYIgCM0b0XHC8Yc/vLOibp6+sgoPP+/NAxrX6HParP4qnt/vzK3TOYx7YLda6uQpPB4Ro08QWhxuAvkuoYvMgguC0BKIpOdExwktF394p6duRt8Pu3Ipd3tJS3DQLSWuPkWrNad2aw3AV1uz63S8FHGpPXKnBKHFIZ4+QRBaOqLjhOMPh+3oPH3/3aIbWCN6pjS6d+zMXqkAfPV7Nh6j10MtMO6Bwyb5fDVFjD5BaHFE8vJVVdVTEAShOSE6Tjj+sFuPLqdv1e+G0ZdabzLVlZM6JhHviOJISQUbfM3ia4NxD4x7IlSP3ClBaHGUEXkGXCrbCYLQEoik50THCS0Xw9NXVgdP374jJWw7VIRFg9O6R+6jd6ywWS2c5uvnt2rLoVofX+b39IkpU1OaxJ2aP38+nTt3xul0MnToUL7//vsqxy9ZsoTevXvjdDrp168fn3766TGSVBCaA1K9s6khOk4Q6pv61XG1fUYFoTFoE+sAILuovNbHrtikG1Ynd0wmMcZWr3LVlTN7pQCwfFNWrY817oFxT4TqaXSj71//+hczZ85k9uzZrFu3jgEDBjBq1CgOHQpv9X/zzTdcddVVTJ48mfXr1zNu3DjGjRvHr7/+eowlF4SmiuT0NSVExwlCQ1B/Oq62z6ggNBZtk5wAHMyr/f/5v38+AMDoE9PrVaajYWSfNKwWjV/3F7DzcHGtjjXugXFPhOppdKNv7ty5TJ06lUmTJnHCCSewYMECYmJieO2118KOf/bZZxk9ejR33XUXffr04eGHH+bkk0/m+eefP8aSC0JTRap3NiVExwlCQ1B/1Ttr+4wKQmPRNjEagIP5tQtj3nekhLW7j6BpMHZAu4YQrU60jnP4Q03//dOBWh1r3APjngjV06hGn8vlYu3atYwcOdK/zWKxMHLkSNasWRP2mDVr1gSNBxg1alTE8YJw/CGevqaC6DhBaCjqR8fV5RkVhMainc+rVVTupqCs5kWL/vPzQQCGdmlFWkLT8oz90WeE/vvn/ShV8yqeB3yevnbi6asxUY354YcPH8bj8ZCWlha0PS0tjc2bN4c9JjMzM+z4zMzMsOPLy8spLw/EPufn+yoElRQcheSCcAzx/a/WXBkWE3m2u/Z5AELdORY6DqrQc/L3FpoN+v/q0es5/TwFBcHf8Q6HA4ejcu5PXZ5RQWgsYuxRJEbbyC+t4GBeGQnp1efmeb2KJWv3Ak3Ly2dwXt80HB9Y2J5dzLo9eTVuGi+evtrTqEbfsWDOnDk8+OCDlXdMzDj2wgjCUZCTk0NiYmLE/Xa7nfT0dDIzn6nyPOnp6djt9voWT2hEIuo5qv5fEISmRn3oubi4ODIygr/jZ8+ezQMPPFBfYgpCo9E20Ul+aQUH8kvplR5f7fivtmazI7uYOEeU36vWlIh32vjjgHYsWbuPhat31sHoE09fTWlUo69NmzZYrVaysoKr9mRlZZGeHj7RND09vVbjZ82axcyZM/3reXl5dOrUiT179lT5xdJUKCgoICMjg71795KQkNDY4lSJyNow5Ofn07FjR1q1alXlOKfTyc6dO3G5XFWOs9vtOJ2iJI8Fx0LHQfPWc83pWWxOskLzkrc+9ZxSqlLj6XBePqjbMyoIjUm7pGg2ZxZyMK9meX2vrd4FwPjBGcQ7m0bVzlAmDe/CkrX7+OzXTA7ml1brvSt3ezjsq97ZLkk8fTWlUY0+u93OoEGDWLFiBePGjQPA6/WyYsUKpk+fHvaYYcOGsWLFCmbMmOHf9sUXXzBs2LCw4yOFdCQmJjb5L0EzCQkJzUZekbVhsFiqT8F1Op1i0DUhjoWOg5ah55rTs9icZIXmJe+x1nN1eUYFoTExPFsH86vPX/11fz5f/Z6NpsHEUzs3sGR154R2CQzt0orvduby8lc7mD22b5Xjs/J1g88RZSG5ibSfaA40evXOmTNn8sorr/D666+zadMmbr75ZoqLi5k0aRIA119/PbNmzfKPv/3221m6dClPP/00mzdv5oEHHuDHH38U5SwIQpNEdJwgNG2qe0YFoSlheLZqUsHz8aV6XurY/u3o2DqmQeU6Wqaf3R2AN7/dzd7ckirHHsg3irhEV/LqC5Fp9Jy+K664guzsbO6//34yMzMZOHAgS5cu9SdV79mzJ2jm79RTT+Xtt9/m3nvv5f/9v/9Hjx49+PDDDznxxBMb6xIEQRAiIjpOEJo21T2jgtCUqKmn77+/Z/P11sPYrBp3ntfrWIh2VJzeI4XTurfhf9sO88SyLTx31UkRxxrXLvl8taPRjT6A6dOnR5zFXrVqVaVtl19+OZdffnmdPsvhcDB79uyI8f1NjeYkr8jaMDQnWYXwHEsdB83rf0ZkbTiak7yNLWtVz6ggNCXSDaOvipy+nKJy7lryMwDXDO3U5L18BveM6c3Y5//Hf34+wDm9Uxl3Uvuw4wwvZ7oYfbVCU7VpiiEIgiAIgiAIjUhBQQGJiYnk5+c3m3zV+mLX4WLOfGoVjigL6+8/lxh7sP8mv6SCqW/8yPe7cumeGse/pw+vNKYp88wXv/Psiq3E2K28OuEPDOvWutKYO975mffW7WP6Wd25c1TT92LWN3X9/2/0nD5BEARBEARBEKono1UMGa2iKXd7WbBqe9C+X/fnc/GLq/l+Vy6xdivPX31SszL4AG47pwfDu7emxOXh+te+Y+HqnXi9Af/U9uwiPvppPwCnhjEIhciIp08QBEEQBEFoNhzPnj6AzzYc5Oa31uGIsjBpeBesFvjtQAFfbz2M26tom+jk1Ql/4IR2zfPelFV4uHPJz3z8y0EAeqTGMbx7G5JibHy+MYvfDhZwdu9UXpv4h0aWtHGo6/+/GH2CIAiCIAhCs+F4N/qUUlz76nes3pZTad/5/dJ5+KITaR3X9HN5q8LrVbz1/R7mfLqJEpcnaJ8jysKnt59Ot5S4RpKucTmuwzvnz59P586dcTqdDB06lO+//77K8UuWLKF37944nU769evHp59+GrRfKcX9999P27ZtiY6OZuTIkWzduvWYy/rKK69w+umnk5ycTHJyMiNHjqw0fuLEiWiaFrSMHj36mMu6aNGiSnKE9lFqyPtaW3nPPPPMSvJqmsYFF1zgH9MQ9/arr75i7NixtGvXDk3T+PDDD6s9ZtWqVZx88sk4HA66d+/OokWLKo2p7TMgNC+ak46rrbyi5xpG1sbScSB6ThAaGk3TeHXCH3j80n5cM7QjE4Z14t4L+vDZ7afzwjWDmr3BB2CxaFx3Sif+95ezefbKgUw7oytXDM7grlG9+OS249fgOypUM2fx4sXKbrer1157TW3cuFFNnTpVJSUlqaysrLDjV69eraxWq3riiSfUb7/9pu69915ls9nUhg0b/GMee+wxlZiYqD788EP1888/qz/+8Y+qS5cuqrS09JjKevXVV6v58+er9evXq02bNqmJEyeqxMREtW/fPv+YCRMmqNGjR6uDBw/6l9zc3KOSsy6yLly4UCUkJATJkZmZGTSmoe5rXeTNyckJkvXXX39VVqtVLVy40D+mIe7tp59+qv7617+q999/XwHqgw8+qHL8jh07VExMjJo5c6b67bff1HPPPaesVqtaunRpna9daF40Jx1XF3lFzzWMrI2l45QSPSc0PPn5+QpQ+fn5jS2KIBxz6vr/3+yNviFDhqhbb73Vv+7xeFS7du3UnDlzwo4fP368uuCCC4K2DR06VE2bNk0ppZTX61Xp6enqySef9O/Py8tTDodD/d///d8xlTUUt9ut4uPj1euvv+7fNmHCBHXRRRcdlVzhqK2sCxcuVImJiRHP15D3tS7yhvLMM8+o+Ph4VVRU5N/WUPfWoCYvQ3fffbfq27dv0LYrrrhCjRo1yr9+tNcuNG2ak46ri7yhiJ6rH1lDaQwdp5ToOaFhEKNPOJ6p6/9/sw7vdLlcrF27lpEjR/q3WSwWRo4cyZo1a8Ies2bNmqDxAKNGjfKP37lzJ5mZmUFjEhMTGTp0aMRzNpSsoZSUlFBRUUGrVq2Ctq9atYrU1FR69erFzTffTE5O5RjvYyFrUVERnTp1IiMjg4suuoiNGzf69zXUfT0aec28+uqrXHnllcTGxgZtr+97W1uq+3+tj2sXmi7NScfVVd5QRM/Vn6xmmqqOA9FzgiAIx4JmbfQdPnwYj8dDWlpa0Pa0tDQyMzPDHpOZmVnleONnbc7ZULKG8pe//IV27doFffGNHj2aN954gxUrVvD444/z3//+lzFjxuDxeKo4U/3L2qtXL1577TU++ugj3nzzTbxeL6eeeir79u0DGu6+1lVeM99//z2//vorU6ZMCdreEPe2tkT6fy0oKKC0tLRe/q+Epktz0nF1lTcU0XP1I6uZpqzjQPScIAjCsaB5Ne84jnnsscdYvHgxq1atCioccOWVV/p/79evH/3796dbt26sWrWKc84555jJN2zYMIYNG+ZfP/XUU+nTpw8vvfQSDz/88DGToy68+uqr9OvXjyFDhgRtbyr3VhCOF0TPNQyi4wRBEIRm7elr06YNVquVrKysoO1ZWVmkp6eHPSY9Pb3K8cbP2pyzoWQ1eOqpp3jsscf4/PPP6d+/f5Vju3btSps2bdi2bVujyGpgs9k46aST/HI01H09WnmLi4tZvHgxkydPrvZz6uPe1pZI/68JCQlER0fXy99KaLo0Jx1XV3kNRM81jKxNXceB6DlBEIRjQbM2+ux2O4MGDWLFihX+bV6vlxUrVgTNxpoZNmxY0HiAL774wj++S5cupKenB40pKCjgu+++i3jOhpIV4IknnuDhhx9m6dKlDB48uNrP2bdvHzk5ObRt2/aYy2rG4/GwYcMGvxwNdV+PVt4lS5ZQXl7OtddeW+3n1Me9rS3V/b/Wx99KaLo0Jx1XV3lB9FxDytrUdRyInhMEQTgmNFBhmWPG4sWLlcPhUIsWLVK//fabuvHGG1VSUpK/jPZ1112n7rnnHv/41atXq6ioKPXUU0+pTZs2qdmzZ4ctZ56UlKQ++ugj9csvv6iLLrqo3kpu10bWxx57TNntdvXuu+8GldQuLCxUSilVWFio7rzzTrVmzRq1c+dOtXz5cnXyySerHj16qLKysmMq64MPPqiWLVumtm/frtauXauuvPJK5XQ61caNG4OupyHua13kNTjttNPUFVdcUWl7Q93bwsJCtX79erV+/XoFqLlz56r169er3bt3K6WUuueee9R1113nH2+UMr/rrrvUpk2b1Pz588OWMq/q2oXmTXPScXWRV/Rcw8hqcKx1nHFu0XNCQ5KXl6cAtXfvXpWfny+LLMfVsnfvXgWovLy8Wj03zd7oU0qp5557TnXs2FHZ7XY1ZMgQ9e233/r3jRgxQk2YMCFo/DvvvKN69uyp7Ha76tu3r/rkk0+C9nu9XnXfffeptLQ05XA41DnnnKO2bNlyzGXt1KmTAiots2fPVkopVVJSos477zyVkpKibDab6tSpk5o6dWq9fQnWRtYZM2b4x6alpanzzz9frVu3Luh8DXlfayuvUkpt3rxZAerzzz+vdK6GurcrV64M+zc1ZJswYYIaMWJEpWMGDhyo7Ha76tq1a1CfrZpcu9D8aU46rrbyip5rGFmVahwdp5ToOaHhMV56ZZHleF727t1bq+dGU0opBEEQBEEQBKEZ4PV6OXDgAPHx8WiaFnZMQUEBGRkZ7N27l4SEhGMsYeMh193yr1spRWFhIe3atcNiqXmmnlTvFARBEARBEJoNFouFDh061GhsQkJCizcCwiHX3bJJTEys9THNupCLIAiCIAiCIAiCUDVi9AmCIAiCIAiCILRgxOgTBEEQBEEQWhQOh4PZs2fjcDgaW5Rjilz38XXdtUEKuQiCIAiCIAiCILRgxNMnCIIgCIIgCILQghGjTxAEQRAEQRAEoQUjRp8gCIIgCIIgCEILRow+QRAEQRAEQRCEFowYfYIgCIIgCEKzY/78+XTu3Bmn08nQoUP5/vvvqxy/ZMkSevfujdPppF+/fnz66afHSNL6pTbXvWjRIjRNC1qcTucxlLZ++Oqrrxg7dizt2rVD0zQ+/PDDao9ZtWoVJ598Mg6Hg+7du7No0aIGl7MpI0afIAiCIAiC0Kz417/+xcyZM5k9ezbr1q1jwIABjBo1ikOHDoUd/80333DVVVcxefJk1q9fz7hx4xg3bhy//vrrMZb86KjtdQMkJCRw8OBB/7J79+5jKHH9UFxczIABA5g/f36Nxu/cuZMLLriAs846i59++okZM2YwZcoUli1b1sCSNmGUIBwFhw4dUmlpaerRRx/1b1u9erWy2Wxq+fLljSiZIAhC/SB6ThCaHkOGDFG33nqrf93j8ah27dqpOXPmhB0/fvx4dcEFFwRtGzp0qJo2bVqDylnf1Pa6Fy5cqBITE4+RdMcGQH3wwQdVjrn77rtV3759g7ZdccUVatSoUQ0oWdNGPH3CUZGSksJrr73GAw88wI8//khhYSHXXXcd06dP55xzzmls8QRBEI4a0XOC0LRwuVysXbuWkSNH+rdZLBZGjhzJmjVrwh6zZs2aoPEAo0aNiji+KVKX6wYoKiqiU6dOZGRkcNFFF7Fx48ZjIW6j0hL+3vVNVGMLIDR/zj//fKZOnco111zD4MGDiY2NZc6cOY0tliAIQr0hek4Qmg6HDx/G4/GQlpYWtD0tLY3NmzeHPSYzMzPs+MzMzAaTs76py3X36tWL1157jf79+5Ofn89TTz3FqaeeysaNG+nQocOxELtRiPT3LigooLS0lOjo6EaSrPEQo0+oF5566ilOPPFElixZwtq1a3E4HI0tkiAIQr0iek4QhObGsGHDGDZsmH/91FNPpU+fPrz00ks8/PDDjSiZcKyR8E6hXti+fTsHDhzA6/Wya9euxhZHEASh3hE9JwhNgzZt2mC1WsnKygranpWVRXp6ethj0tPTazW+KVKX6w7FZrNx0kknsW3btoYQsckQ6e+dkJBwXHr5QIw+oR5wuVxce+21XHHFFTz88MNMmTKlyipSgiAIzQ3Rc4LQdLDb7QwaNIgVK1b4t3m9XlasWBHk1TIzbNiwoPEAX3zxRcTxTZG6XHcoHo+HDRs20LZt24YSs0nQEv7e9U5jV5IRmj933nmn6ty5s8rPz1cej0eddtpplSpkCYIgNGdEzwlC02Lx4sXK4XCoRYsWqd9++03deOONKikpSWVmZiqllLruuuvUPffc4x+/evVqFRUVpZ566im1adMmNXv2bGWz2dSGDRsa6xLqRG2v+8EHH1TLli1T27dvV2vXrlVXXnmlcjqdauPGjY11CXWisLBQrV+/Xq1fv14Bau7cuWr9+vVq9+7dSiml7rnnHnXdddf5x+/YsUPFxMSou+66S23atEnNnz9fWa1WtXTp0sa6hEZHjD7hqFi5cqWKiopSX3/9tX/bzp07VUJCgnrhhRcaUTJBEIT6QfScIDRNnnvuOdWxY0dlt9vVkCFD1LfffuvfN2LECDVhwoSg8e+8847q2bOnstvtqm/fvuqTTz45xhLXD7W57hkzZvjHpqWlqfPPP1+tW7euEaQ+OlauXKmASotxrRMmTFAjRoyodMzAgQOV3W5XXbt2VQsXLjzmcjclNKWUakxPoyAIgiAIgiAIgtBwSE6fIAiCIAiCIAhCC0aMPkEQBEEQBEEQhBaMGH2CIAiCIAiCIAgtGDH6BEEQBEEQBEEQWjBi9AmCIAiCIAiCILRgxOgTBEEQBEEQBEFowYjRJwiCIAiCIAiC0IIRo08QBEEQBEEQBKEFI0afIAiCIAiCILQwzjzzTGbMmAFA586dmTdvXqPKU1cmTpzIuHHjGluMZk9UYwsgCIIgCIIgCELD8cMPPxAbG9vYYgiNiBh9giAIgiAIgtCCSUlJaWwRhEZGwjsFQRAEQRAEoRlTXFzM9ddfT1xcHG3btuXpp58O2h8a3jl37lz69etHbGwsGRkZ3HLLLRQVFQUd88orr5CRkUFMTAwXX3wxc+fOJSkpKWjMiy++SLdu3bDb7fTq1Yt//vOfQfs1TeMf//gHF198MTExMfTo0YN///vf/v0ej4fJkyfTpUsXoqOj6dWrF88++2z93BQhCDH6BEEQBEEQBKEZc9ddd/Hf//6Xjz76iM8//5xVq1axbt26iOMtFgt///vf2bhxI6+//jpffvkld999t3//6tWruemmm7j99tv56aefOPfcc3n00UeDzvHBBx9w++23c8cdd/Drr78ybdo0Jk2axMqVK4PGPfjgg4wfP55ffvmF888/n2uuuYbc3FwAvF4vHTp0YMmSJfz222/cf//9/L//9/9455136vHuCACaUko1thCCIAiCIAiCINSeoqIiWrduzZtvvsnll18OQG5uLh06dODGG29k3rx5dO7cmRkzZvgLu4Ty7rvvctNNN3H48GEArrzySoqKivj444/9Y6699lo+/vhj8vLyABg+fDh9+/bl5Zdf9o8ZP348xcXFfPLJJ4Du6bv33nt5+OGHAd0jGRcXx2effcbo0aPDyjJ9+nQyMzN59913Ab2QS15eHh9++GGd75Egnj5BEARBEARBaLZs374dl8vF0KFD/dtatWpFr169Iv6Fwb4AAQAASURBVB6zfPlyzjnnHNq3b098fDzXXXcdOTk5lJSUALBlyxaGDBkSdEzo+qZNmxg+fHjQtuHDh7Np06agbf379/f/HhsbS0JCAocOHfJvmz9/PoMGDSIlJYW4uDhefvll9uzZU8OrF2qKGH2CIAiCIAiCcJywa9cuLrzwQvr37897773H2rVrmT9/PgAul6veP89mswWta5qG1+sFYPHixdx5551MnjyZzz//nJ9++olJkyY1iBzHO2L0CYIgCIIgCEIzpVu3bthsNr777jv/tiNHjvD777+HHb927Vq8Xi9PP/00p5xyCj179uTAgQNBY3r16sUPP/wQtC10vU+fPqxevTpo2+rVqznhhBNqLPvq1as59dRTueWWWzjppJPo3r0727dvr/HxQs2Rlg2CIAiCIAiC0EyJi4tj8uTJ3HXXXbRu3ZrU1FT++te/YrGE9+10796diooKnnvuOcaOHcvq1atZsGBB0Jg//elPnHHGGcydO5exY8fy5Zdf8tlnn6Fpmn/MXXfdxfjx4znppJMYOXIk//nPf3j//fdZvnx5jWXv0aMHb7zxBsuWLaNLly7885//5IcffqBLly51uxlCRMTTJwiCIAiCIAjNmCeffJLTTz+dsWPHMnLkSE477TQGDRoUduyAAQOYO3cujz/+OCeeeCJvvfUWc+bMCRozfPhwFixYwNy5cxkwYABLly7lz3/+M06n0z9m3LhxPPvsszz11FP07duXl156iYULF3LmmWfWWO5p06ZxySWXcMUVVzB06FBycnK45ZZb6nQPhKqR6p2CIAiCIAiCIFTJ1KlT2bx5M19//XVjiyLUAQnvFARBEARBEAQhiKeeeopzzz2X2NhYPvvsM15//XVeeOGFxhZLqCPi6RMEQRAEQRAEIYjx48ezatUqCgsL6dq1K3/605+46aabGlssoY6I0ScIgiAIgiAIgtCCkUIugiAIgiAIgiAILRgx+gRBEARBEARBEFowYvQJgiAIgiAIgiC0YMToEwRBEARBEARBaMGI0ScIgiAIgiAIgtCCEaNPEARBEARBEAShBSNGnyAIgiAIgiAIQgtGjD5BEARBEARBEIQWjBh9giAIgiAIgiAILRgx+gRBEARBEARBEFowYvQJgiAIgiAIgiC0YMToEwRBEARBEARBaMGI0ScIgiAIgiAIgtCCEaNPEARBEARBEI5zJk6cSOfOnRtbjDpx5plncuaZZ/rXd+3ahaZpLFq0qNFkakjqcn1i9AmCIAiCIAjNgkWLFqFpmn9xOp307NmT6dOnk5WV1djiCUKTJaqxBRAEQRAEQRCE2vDQQw/RpUsXysrK+N///seLL77Ip59+yq+//kpMTExjiyc0Mp06daK0tBSbzdbYojQZxOgTBEEQBEEQmhVjxoxh8ODBAEyZMoXWrVszd+5cPvroI6666qqwxxQXFxMbG3ssxTwqlFKUlZURHR3d2KI0OwwvsBBAwjsFQRAEQRCEZs3ZZ58NwM6dOwE9Py0uLo7t27dz/vnnEx8fzzXXXAOA1+tl3rx59O3bF6fTSVpaGtOmTePIkSNB5/zxxx8ZNWoUbdq0ITo6mi5dunDDDTcEjVm8eDGDBg0iPj6ehIQE+vXrx7PPPuvf/8ADD6BpWiV5jTDVXbt2+bd17tyZCy+8kGXLljF48GCio6N56aWXAMjLy2PGjBlkZGTgcDjo3r07jz/+OF6vt9p789FHH3HBBRfQrl07HA4H3bp14+GHH8bj8VR7bHFxMXfccYf/c3v16sVTTz2FUiponKZpTJ8+nQ8//JATTzwRh8NB3759Wbp0aaVzrlq1isGDB+N0OunWrRsvvfRSxPsUjpdffplu3boRHR3NkCFD+PrrryuNCZfz9ssvvzBx4kS6du2K0+kkPT2dG264gZycnDrL6Ha7efjhh+nWrRsOh4POnTvz//7f/6O8vDxonPG3/d///seQIUNwOp107dqVN954I2hcbm4ud955J/369SMuLo6EhATGjBnDzz//XKN7UxXi6RMEQRAEQRCaNdu3bwegdevW/m1ut5tRo0Zx2mmn8dRTT/nDPqdNm8aiRYuYNGkSt912Gzt37uT5559n/fr1rF69GpvNxqFDhzjvvPNISUnhnnvuISkpiV27dvH+++/7z//FF19w1VVXcc455/D4448DsGnTJlavXs3tt99ep+vYsmULV111FdOmTWPq1Kn06tWLkpISRowYwf79+5k2bRodO3bkm2++YdasWRw8eJB58+ZVec5FixYRFxfHzJkziYuL48svv+T++++noKCAJ598MuJxSin++Mc/snLlSiZPnszAgQNZtmwZd911F/v37+eZZ54JGv+///2P999/n1tuuYX4+Hj+/ve/c+mll7Jnzx7/32X9+vWMHj2atm3b8uCDD+LxeHjooYdISUmp0f159dVXmTZtGqeeeiozZsxgx44d/PGPf6RVq1ZkZGRUeewXX3zBjh07mDRpEunp6WzcuJGXX36ZjRs38u233/oNutrIOGXKFF5//XUuu+wy7rjjDr777jvmzJnDpk2b+OCDD4LGbtu2jcsuu4zJkyczYcIEXnvtNSZOnMigQYPo27cvADt27ODDDz/k8ssvp0uXLmRlZfHSSy8xYsQIfvvtN9q1a1ej+xQWJQiCIAiCIAjNgIULFypALV++XGVnZ6u9e/eqxYsXq9atW6vo6Gi1b98+pZRSEyZMUIC65557go7/+uuvFaDeeuutoO1Lly4N2v7BBx8oQP3www8RZbn99ttVQkKCcrvdEcfMnj1bhXvdNq5j586d/m2dOnVSgFq6dGnQ2IcffljFxsaq33//PWj7Pffco6xWq9qzZ0/Ez1dKqZKSkkrbpk2bpmJiYlRZWZl/24QJE1SnTp386x9++KEC1COPPBJ07GWXXaY0TVPbtm3zbwOU3W4P2vbzzz8rQD333HP+bWPHjlUxMTFq//79/m1bt25VUVFRYe+TGZfLpVJTU9XAgQNVeXm5f/vLL7+sADVixAj/tp07dypALVy4sMr78H//938KUF999VWtZfzpp58UoKZMmRJ0zjvvvFMB6ssvv/RvM/625s85dOiQcjgc6o477vBvKysrUx6PJ+h8O3fuVA6HQz300ENVXl91SHinIAiCIAiC0KwYOXIkKSkpZGRkcOWVVxIXF8cHH3xA+/btg8bdfPPNQetLliwhMTGRc889l8OHD/uXQYMGERcXx8qVKwFISkoC4OOPP6aioiKsDElJSRQXF/PFF1/U23V16dKFUaNGVZL59NNPJzk5OUjmkSNH4vF4+Oqrr6o8pzknsLCwkMOHD3P66adTUlLC5s2bIx736aefYrVaue2224K233HHHSil+Oyzz4K2jxw5km7duvnX+/fvT0JCAjt27ADA4/GwfPlyxo0bF+Sx6t69O2PGjKnyGkAPtz106BA33XQTdrvdv33ixIkkJiZWe7z5PpSVlXH48GFOOeUUANatW1drGT/99FMAZs6cGbT9jjvuAOCTTz4J2n7CCSdw+umn+9dTUlLo1auX//4AOBwOLBaLX5acnBzi4uLo1auXX8a6IuGdgiAIgiAIQrNi/vz59OzZk6ioKNLS0ujVq5f/ZdkgKiqKDh06BG3bunUr+fn5pKamhj3voUOHABgxYgSXXnopDz74IM888wxnnnkm48aN4+qrr8bhcABwyy238M477zBmzBjat2/Peeedx/jx4xk9enSdr6tLly6Vtm3dupVffvklYgikIXMkNm7cyL333suXX35JQUFB0L78/PyIx+3evZt27doRHx8ftL1Pnz7+/WY6duxY6RzJycn+XMlDhw5RWlpK9+7dK40Lty2cPAA9evQI2m6z2ejatWu1x+fm5vLggw+yePHiSvfMuA+1kXH37t1YLJZK29PT00lKSqr1/QE93/TZZ5/lhRdeYOfOnUF5l+bQ5bogRp8gCIIgCILQrBgyZIi/emckzF4TA6/XS2pqKm+99VbYYwzDStM03n33Xb799lv+85//sGzZMm644Qaefvppvv32W+Li4khNTeWnn35i2bJlfPbZZ3z22WcsXLiQ66+/ntdff91/nnBEKqISrlKn1+vl3HPP5e677w57TM+ePcPfAPQCMCNGjCAhIYGHHnqIbt264XQ6WbduHX/5y19qVAimplit1rDbVUjRl8Zi/PjxfPPNN9x1110MHDiQuLg4vF4vo0ePPqr7UNMCNDW5P3/729+47777uOGGG3j44Ydp1aoVFouFGTNmHPXfSow+QRAEQRAE4bigW7duLF++nOHDh9eoFcIpp5zCKaecwqOPPsrbb7/NNddcw+LFi5kyZQoAdrudsWPHMnbsWLxeL7fccgsvvfQS9913H927dyc5ORnQjS8jZBQqe8mqk7moqIiRI0fW7mLRq1Dm5OTw/vvvc8YZZ/i3G1VOq6JTp04sX76cwsLCIG+fERLaqVOnWsmSmpqK0+lk27ZtlfaF2xZOHtA9n0a1VoCKigp27tzJgAEDIh575MgRVqxYwYMPPsj999/v375169Y6y9ipUye8Xi9bt271ez8BsrKyyMvLq/X9AXj33Xc566yzePXVV4O25+Xl0aZNm1qfz4zk9AmCIAiCIAjHBePHj8fj8fDwww9X2ud2u8nLywN0IyHUQzVw4EAAfzn+0FL/FouF/v37B40xctzMeXfFxcV+T2BNZV6zZg3Lli2rtC8vLw+32x3xWMO7ZL4Wl8vFCy+8UO3nnn/++Xg8Hp5//vmg7c888wyaptUoDy9UlpEjR/Lhhx9y4MAB//Zt27ZVyg8Mx+DBg0lJSWHBggW4XC7/9kWLFvn/blV9NlT2OoZWPq2NjOeff37Yc8ydOxeACy64oNprCidnqIxLlixh//79tT5XKOLpEwRBEARBEI4LRowYwbRp05gzZw4//fQT5513Hjabja1bt7JkyRKeffZZLrvsMl5//XVeeOEFLr74Yrp160ZhYSGvvPIKCQkJ/pf9KVOmkJuby9lnn02HDh3YvXs3zz33HAMHDvR7fs477zw6duzI5MmTueuuu7Barbz22mukpKSwZ8+eGsl811138e9//5sLL7zQX+K/uLiYDRs28O6777Jr166IXqBTTz2V5ORkJkyYwG233Yamafzzn/+sUcjl2LFjOeuss/jrX//Krl27GDBgAJ9//jkfffQRM2bMCCraUlMeeOABPv/8c4YPH87NN9/sNypPPPFEfvrppyqPtdlsPPLII0ybNo2zzz6bK664gp07d7Jw4cJqc/oSEhI444wzeOKJJ6ioqKB9+/Z8/vnnYT2eNZVxwIABTJgwgZdfftkfRvv999/z+uuvM27cOM4666xa358LL7yQhx56iEmTJnHqqaeyYcMG3nrrrRrlLFZLjet8CoIgCIIgCEIjYrQ6qKqVglJ6+4HY2NiI+19++WU1aNAgFR0dreLj41W/fv3U3XffrQ4cOKCUUmrdunXqqquuUh07dlQOh0OlpqaqCy+8UP3444/+c7z77rvqvPPOU6mpqcput6uOHTuqadOmqYMHDwZ91tq1a9XQoUP9Y+bOnRuxZcMFF1wQVt7CwkI1a9Ys1b17d2W321WbNm3Uqaeeqp566inlcrmqvBerV69Wp5xyioqOjlbt2rVTd999t1q2bJkC1MqVK4Pumbllg/G5f/7zn1W7du2UzWZTPXr0UE8++aTyer1B4wB16623VvrsTp06qQkTJgRtW7FihTrppJOU3W5X3bp1U//4xz/UHXfcoZxOZ5XXYfDCCy+oLl26KIfDoQYPHqy++uorNWLEiGpbNuzbt09dfPHFKikpSSUmJqrLL79cHThwQAFq9uzZdZKxoqJCPfjgg6pLly7KZrOpjIwMNWvWrKBWGMZ9CPe3DZW7rKxM3XHHHapt27YqOjpaDR8+XK1Zs6ZG11cdmlJNJLtSEARBEARBEITjjnHjxrFx48ZKOXZNieYgY1VITp8gCIIgCIIgCMeE0tLSoPWtW7fy6aefcuaZZzaOQGFoDjLWFvH0CYIgCIIgCIJwTGjbti0TJ06ka9eu7N69mxdffJHy8nLWr19fqQdfY9EcZKwtUshFEARBEARBEIRjwujRo/m///s/MjMzcTgcDBs2jL/97W9NyphqDjLWFvH0CYIgCIIgCIIgtGAkp08QBEEQBEEQBKEFI0ZfC2HVqlVomsaqVasaWxQhAuH+RhMnTqRz586NJpMgCM2DRYsWoWkau3bt8m8788wzm3VRAUEQBOHYIUZfM+OFF15g0aJFjS2GIAiCIAiCIAjNBCnk0sx44YUXaNOmDRMnTgzafsYZZ1BaWordbm8cwYQ68corr+D1ehtbDEEQmiGff/55Y4sgCI2C1+vlwIEDxMfHo2laY4sjCMcUpRSFhYW0a9cOi6Xm/jsx+loIFosFp9PZ2GKglKKsrIzo6OjGFqXGuN1uvF5voxjMNpvtmH+mIDRVvF4vLperSeiymlJWVobdbq/VF299IZN8wvHKgQMHyMjIaGwxBKFR2bt3Lx06dKjx+BYT3vnAAw+gaRq///471157LYmJiaSkpHDfffehlGLv3r1cdNFFJCQkkJ6eztNPPx10vMvl4v7772fQoEEkJiYSGxvL6aefzsqVKyt9Vk5ODtdddx0JCQkkJSUxYcIEfv75ZzRNCwq9nDhxInFxcezfv59x48YRFxdHSkoKd955Jx6PJ+icXq+XefPm0bdvX5xOJ2lpaUybNo0jR474x3Tu3JmNGzfy3//+F03T0DTNn88RKafvu+++4/zzzyc5OZnY2Fj69+/Ps88+W+W9NHJHvvrqK6ZNm0br1q1JSEjg+uuvD5LHkOnCCy9k2bJlDB48mOjoaF566SUA8vLymDFjBhkZGTgcDrp3787jjz9eybO1ePFiBg0aRHx8PAkJCfTr1y9IxoqKCh588EF69OiB0+mkdevWnHbaaXzxxRf+MZFyW0Jz5nbt2oWmaTz11FPMmzePbt264XA4+O233wDYvHkzl112Ga1atcLpdDJ48GD+/e9/V3m/anod4QiX0+f1enn22Wfp168fTqeTlJQURo8ezY8//hg07s0332TQoEFER0fTqlUrrrzySvbu3VsjWQWhoTB08ebNmxk/fjwJCQm0bt2a22+/nbKysqCxmqYxffp03nrrLfr27YvD4WDp0qUA7N+/nxtuuIG0tDQcDgd9+/bltddeq/R5zz33HH379iUmJobk5GQGDx7M22+/7d9fWFjIjBkz6Ny5Mw6Hg9TUVM4991zWrVvnH9O5c+dK0RNQWa8Yenbx4sXce++9tG/fnpiYGAoKCgBd344ePZrExERiYmIYMWIEq1evrtF9q+46whFO75WVlfHAAw/Qs2dPnE4nbdu25ZJLLmH79u3+MTX5vhGEpkx8fDygv/Tm5+fLIstxtRjvesZzUFNanKfviiuuoE+fPjz22GN88sknPPLII7Rq1YqXXnqJs88+m8cff5y33nqLO++8kz/84Q+cccYZABQUFPCPf/yDq666iqlTp1JYWMirr77KqFGj+P777xk4cCCgf1mOHTuW77//nptvvpnevXvz0UcfMWHChLDyeDweRo0axdChQ3nqqadYvnw5Tz/9NN26dePmm2/2j5s2bRqLFi1i0qRJ3HbbbezcuZPnn3+e9evXs3r1amw2G/PmzeNPf/oTcXFx/PWvfwUgLS0t4r344osvuPDCC2nbti2333476enpbNq0iY8//pjbb7+92ns5ffp0kpKSeOCBB9iyZQsvvvgiu3fv9r/4GGzZsoWrrrqKadOmMXXqVHr16kVJSQkjRoxg//79TJs2jY4dO/LNN98wa9YsDh48yLx58/wyXnXVVZxzzjk8/vjjAGzatInVq1f7ZXzggQeYM2cOU6ZMYciQIRQUFPDjjz+ybt06zj333GqvIxwLFy6krKyMG2+8EYfDQatWrdi4cSPDhw+nffv23HPPPcTGxvLOO+8wbtw43nvvPS6++OIq73V111FTJk+ezKJFixgzZgxTpkzB7Xbz9ddf8+233zJ48GAAHn30Ue677z7Gjx/PlClTyM7O5rnnnuOMM85g/fr1JCUl1em+CEJ9MX78eDp37sycOXP49ttv+fvf/86RI0d44403gsZ9+eWXvPPOO0yfPp02bdrQuXNnsrKyOOWUU/xGYUpKCp999hmTJ0+moKCAGTNmAHp49G233cZll13mNyp/+eUXvvvuO66++moAbrrpJt59912mT5/OCSecQE5ODv/73//YtGkTJ598cp2u7eGHH8Zut3PnnXdSXl6O3W7nyy+/ZMyYMQwaNIjZs2djsVhYuHAhZ599Nl9//TVDhgyJeL6aXEdN8Hg8XHjhhaxYsYIrr7yS22+/ncLCQr744gt+/fVXunXrBtTs+0YQmjLGO0hCQgIJCQmNLI0gNA61Dm1WLYTZs2crQN14443+bW63W3Xo0EFpmqYee+wx//YjR46o6OhoNWHChKCx5eXlQec8cuSISktLUzfccIN/23vvvacANW/ePP82j8ejzj77bAWohQsX+rdPmDBBAeqhhx4KOu9JJ52kBg0a5F//+uuvFaDeeuutoHFLly6ttL1v375qxIgRla5/5cqVClArV670X0+XLl1Up06d1JEjR4LGer3eSsebWbhwoQLUoEGDlMvl8m9/4oknFKA++ugj/7ZOnTopQC1dujToHA8//LCKjY1Vv//+e9D2e+65R1mtVrVnzx6llFK33367SkhIUG63O6I8AwYMUBdccEGVMo8YMSLsfZkwYYLq1KmTf33nzp0KUAkJCerQoUNBY8855xzVr18/VVZW5t/m9XrVqaeeqnr06FHl59fkOkL/RuHk+/LLLxWgbrvttkrHG3+3Xbt2KavVqh599NGg/Rs2bFBRUVGVtgvCscTQxX/84x+Dtt9yyy0KUD///LN/G6AsFovauHFj0NjJkyertm3bqsOHDwdtv/LKK1ViYqIqKSlRSil10UUXqb59+1YpT2Jiorr11lurHNOpU6eg7wODUL1iPMNdu3b1y6CU/mz26NFDjRo1Kki/lpSUqC5duqhzzz23ys+vyXUYennnzp0R5XvttdcUoObOnVvpeEOu2nzfCEJTJT8/XwEqPz+/sUURhGNOXf//W0x4p8GUKVP8v1utVgYPHoxSismTJ/u3JyUl0atXL3bs2BE01siP8Hq95Obm4na7GTx4cFAY0NKlS7HZbEydOtW/zWKxcOutt0aU6aabbgpaP/3004M+e8mSJSQmJnLuuedy+PBh/zJo0CDi4uLChphWx/r169m5cyczZsyo5PWp6czAjTfeGDTje/PNNxMVFcWnn34aNK5Lly6MGjUqaNuSJUs4/fTTSU5ODrqmkSNH4vF4+OqrrwD9b1FcXBwUqhlKUlISGzduZOvWrTWSuyZceumlpKSk+Ndzc3P58ssvGT9+PIWFhX55c3JyGDVqFFu3bmX//v1VyljdddSE9957D03TmD17dqV9xt/t/fffx+v1Mn78+KB7m56eTo8ePer0/yII9U2oTvzTn/4EUEl/jBgxghNOOMG/rpTivffeY+zYsSilgv7HR40aRX5+vl8nJyUlsW/fPn744YeIciQlJfHdd99x4MCB+ro0JkyYEJS3/NNPP7F161auvvpqcnJy/PIWFxdzzjnn8NVXX1VZsKkm11ET3nvvPdq0aeO/12YM/dEQ3zeCIAhC06fFhXd27NgxaD0xMRGn00mbNm0qbc/JyQna9vrrr/P000+zefNmKioq/Nu7dOni/3337t20bduWmJiYoGO7d+8eVh4jJ8tMcnJyUO7E1q1byc/PJzU1New5Dh06FHZ7VRj5GyeeeGKtjzXo0aNH0HpcXBxt27YN6hMFwffHYOvWrfzyyy+Vrt3AuKZbbrmFd955hzFjxtC+fXvOO+88xo8fz+jRo/1jH3roIS666CJ69uzJiSeeyOjRo7nuuuvo379/na8tVOZt27ahlOK+++7jvvvuiyhz+/btw+6ryXXUhO3bt9OuXTtatWoVcczWrVtRSlX6+xhIaJbQFAj9/+zWrRsWi6Va/ZGdnU1eXh4vv/wyL7/8cthzG/rjL3/5C8uXL2fIkCF0796d8847j6uvvprhw4f7xz7xxBNMmDCBjIwMBg0axPnnn8/1119P165d63xtoTIbE1KRwvwB8vPzSU5ODruvJtdRE7Zv306vXr2Iior81d4Q3zeCIAhC06fFGX1Wq7VG20CfUTZ48803mThxIuPGjeOuu+4iNTUVq9XKnDlzghLg60OeULxeL6mpqbz11lth90cynJoK4Sp1er1ezj33XO6+++6wx/Ts2ROA1NRUfvrpJ5YtW8Znn33GZ599xsKFC7n++ut5/fXXAb0dxfbt2/noo4/4/PPP+cc//sEzzzzDggUL/J5dTdOC/p4GoQVzIslszMLfeeedlbyWBpEM+5peR33h9XrRNI3PPvss7P9XXFxcvX6eINQHkSIMIj2L1157bUQjypjw6dOnD1u2bOHjjz9m6dKlvPfee7zwwgvcf//9PPjgg4CeW3j66afzwQcf8Pnnn/Pkk0/y+OOP8/777zNmzJgqZfN4PGGfsUgyP/nkk/7871Cqei5rch31RXP/vhEEQRDqRosz+urKu+++S9euXXn//feDXgBCw+w6derEypUrKSkpCfL2bdu2rc6f3a1bN5YvX87w4cOrbXVQ09BMI2H/119/ZeTIkXWSa+vWrZx11ln+9aKiIg4ePMj5559fo88vKiqq0Wfb7XbGjh3L2LFj8Xq93HLLLbz00kvcd999fkOrVatWTJo0iUmTJlFUVMQZZ5zBAw884Df6kpOTg0JmDXbv3l2jazVm/W02W53vV02uozq6devGsmXLyM3Njejt69atG0opunTp4jeeBaGpsXXr1iCP2LZt2/B6vZWq1YaSkpJCfHw8Ho+nRs9ibGwsV1xxBVdccQUul4tLLrmERx99lFmzZvlbP7Rt25ZbbrmFW265hUOHDnHyySfz6KOP+o2+5ORk8vLyKp179+7dNfIIGvo2ISGhzvqjJtdREzm+++47KioqInr8a/N9IwiCILQcWlxOX10xZnPN3qLvvvuONWvWBI0bNWoUFRUVvPLKK/5tXq+X+fPn1/mzx48fj8fj4eGHH660z+12B72MxMbGhn05CeXkk0+mS5cuzJs3r9L4cB6xcLz88stBYa4vvvgibrfb/6JUFePHj2fNmjUsW7as0r68vDzcbjdApRBbi8Xin8UvLy8POyYuLo7u3bv794P+IrN582ays7P9237++ecal0tPTU3lzDPP5KWXXuLgwYOV9pvPG46aXEdNuPTSS1FKhZ3dN/5ul1xyCVarlQcffLDS31IpVUkWQWgMQnXic889B1Ct/rBarVx66aW89957/Prrr5X2m5/F0P91u93OCSecgFKKiooKPB4P+fn5QWNSU1Np165dJf3x7bff4nK5/Ns+/vjjGrdAGTRoEN26deOpp56iqKioSpnDUd111JRLL72Uw4cP8/zzz1faZ+iK2nzfCIIg7Mkp4dnlW/lsw0HKKsJHT/2yL4/5K7fx+cbMYyydUBvE0+fjwgsv5P333+fiiy/mggsuYOfOnSxYsIATTjgh6Et83LhxDBkyhDvuuINt27bRu3dv/v3vf5ObmwvUoXwqeiGDadOmMWfOHH766SfOO+88bDYbW7duZcmSJTz77LNcdtllgP5y8eKLL/LII4/QvXt3UlNTOfvssyud02Kx8OKLLzJ27FgGDhzIpEmTaNu2LZs3b2bjxo1hjbFQXC4X55xzDuPHj2fLli288MILnHbaafzxj3+s9ti77rqLf//731x44YVMnDiRQYMGUVxczIYNG3j33XfZtWsXbdq0YcqUKeTm5nL22WfToUMHdu/ezXPPPcfAgQPp06cPACeccAJnnnkmgwYNolWrVvz444/+EuwGN9xwA3PnzmXUqFFMnjyZQ4cOsWDBAvr27evvoVUd8+fP57TTTqNfv35MnTqVrl27kpWVxZo1a9i3bx8///xzxGNrch014ayzzuK6667j73//O1u3bmX06NF4vV6+/vprzjrrLKZPn063bt145JFHmDVrFrt27WLcuHHEx8ezc+dOPvjgA2688UbuvPPOGn+mIDQEO3fu5I9//COjR49mzZo1vPnmm1x99dUMGDCg2mMfe+wxVq5cydChQ5k6dSonnHACubm5rFu3juXLl/v17XnnnUd6ejrDhw8nLS2NTZs28fzzz3PBBRcQHx9PXl4eHTp04LLLLmPAgAHExcWxfPlyfvjhh6BerVOmTOHdd99l9OjRjB8/nu3bt/Pmm2/6PXjVYbFY+Mc//sGYMWPo27cvkyZNon379uzfv5+VK1eSkJDAf/7zn4jHV3cdNeX666/njTfeYObMmXz//fecfvrpFBcXs3z5cm655RYuuuiiWn3fCIIgPP3FFj76SS+EdU7vVF6d+Ieg/Ut/PchNb+rFtWxWjZ/uP49Yh5gXTZL6KR7a+BhlwrOzs4O2T5gwQcXGxlYaP2LEiKAS2V6vV/3tb39TnTp1Ug6HQ5100knq448/rlRSXymlsrOz1dVXX63i4+NVYmKimjhxolq9erUC1OLFi6v9bEPWUF5++WU1aNAgFR0dreLj41W/fv3U3XffrQ4cOOAfk5mZqS644AIVHx+vAH+57nDtAJRS6n//+58699xzVXx8vIqNjVX9+/dXzz33XMT7qFSgNPh///tfdeONN6rk5GQVFxenrrnmGpWTkxM0tlOnThHbKRQWFqpZs2ap7t27K7vdrtq0aaNOPfVU9dRTT/lbQbz77rvqvPPOU6mpqcput6uOHTuqadOmqYMHD/rP88gjj6ghQ4aopKQkFR0drXr37q0effTRoHYSSin15ptvqq5duyq73a4GDhyoli1bFrFlw5NPPhlW5u3bt6vrr79epaenK5vNptq3b68uvPBC9e6771Z5z2pyHTVp2aCU3m7jySefVL1791Z2u12lpKSoMWPGqLVr1waNe++999Rpp52mYmNjVWxsrOrdu7e69dZb1ZYtW6qUVRAaEkO//fbbb+qyyy5T8fHxKjk5WU2fPl2VlpYGjQUitlPIyspSt956q8rIyFA2m02lp6erc845R7388sv+MS+99JI644wzVOvWrZXD4VDdunVTd911l7+MdXl5ubrrrrvUgAED/DpwwIAB6oUXXqj0eU8//bRq3769cjgcavjw4erHH3+M2LJhyZIlYWVev369uuT/s/fmcXJVZf7/+y61b713ZyeEQNiXBEIUHcAAouICjguMIMPo6EBGyMxXRQXRUXGcEVAHZVREZn4yIAgZFYfFyCIQtkCQNYTsJOl9qe7a6977++PcU/dWpSpJJ93p6u77yeu8uu6tqlunOl1Pnc95nufzOf/80nzmzZtnfexjH7NWr169x9/Z3t6HZe2bZYNlCZuIr371q9b8+fNLv7ePfvSj1saNG8sety/fNx481Cs8y4aDh/f/8HFr3pd+b8370u+thV/9g5XJl1tT/dOv15Xun/el31uv7/L+T8Yb+/v3r1jWPtb6edgjVq1axUc+8hGeeOKJUSuu1Rukae9zzz1XMgP34MGDh33Bddddxze+8Q16enp2U0324MGDh7FAMpkkkUgwNDTkmbOPM47/xkMMZZwy87s+eypLD20uHb/re39ie3+mdPyzi5dw1lHtB3WO0w37+/fv9fTtBzKZTNmxYRj86Ec/Ih6Pc9JJJ03QrDx48ODBgwcPHjx4GBsMZQolwnfGEULZ99nN/aX7dw5m2N6fQVXg3YeL+7f3pw/+RD3sE7yi2/3AihUryGQyLFu2jFwux7333stTTz3Fd77zHU8NzYMHDx48ePDgwcOkhyRwzRE/Zyxq45H1PTy7xSF9z9m3j5mV4MiOGI+/2cM2j/TVLTzStx8488wz+f73v8/vf/97stkshx12GD/60Y/KhEU8ePDgwYMHDx48eJiseHtAELg5TWFOmS9spNZuHaBgmPg0lac3CdJ3yiFNzGkKlz3HQ/1hQss7H3/8cc477zxmzpyJoiisWrVqr8959NFHOemkkwgEAhx22GH88pe/HPd5VuLCCy9k7dq1DA0NkcvlePXVV6cU4fv0pz+NZVleP58HD2OAyRrn9hfXXXcdlmV5/XwePHjwMMkhe/XmNIU5vC1GY9hHOm/wl7cHAXhmk7CbWXpoc4n0eZm++sWEkr5UKsXxxx+/zx53mzdv5v3vfz9nnHEG69at48orr+Tv/u7v9sl+wIMHDx4mAl6c8+DBgwcPkxHbZaavMYSqKrzjMLGZ9/ibvWzvT7OpN4WmKpx6aBNzGkV70/b+zD77QXs4uJhQ0nfuuefyrW99i4985CP79PhbbrmF+fPn8/3vf58jjzySK664go9+9KPceOON4zxTDx48eNg/eHHOgwcP0xnf/e53URSFK6+8snQum81y+eWX09zcTDQa5YILLqCrq2viJumhKmTWbq6dxXv3QkH6/ryhhz9v6AXgpLkNxII+ZjWGUBTIFAz6UvmJmbCHPWJS9fStWbOG5cuXl50755xzygJJJXK5HLlcrnRsmib9/f00Nzfvl5G6Bw8HG5ZlMTw8zMyZM1HVPe/TZLNZ8vk9B1u/308wGBzLKXoYQ3hxzsN0xFjGOS/G1Q+ee+45/vM//5Pjjjuu7PxVV13F/fffz913300ikeCKK67g/PPP58knn5ygmXqoBinkIks3T1soFDrXbR8k5NcAeJd9LqBrdMSD7BrKsq0/TUs0MAEz9rAnTCrS19nZSXt7ufdHe3s7yWSSTCZTVTnz+uuv5xvf+MbBmqIHD+OG7du3M3v27Jr3Z7NZWkMhRvZynY6ODjZv3uwtiuoUXpzzMJ0xFnHOi3H1gZGRES666CJ+9rOf8a1vfat0fmhoiFtvvZU77riDM888E4DbbruNI488kqeffppTTz11oqbswQXLsnh7wO7paxSkb1ZDiAWtETb2pHjyLdHP966FTv/2nMYwu4aybO9Pc9LcxoM/aQ97xKQiffuDq6++mpUrV5aOh4aGmDt3Lq9t0YjFvR1wD/WP4aTFUYcYxGKxPT4un88zAvw/oNb+Wg74t85O8vm8tyCaQqgV5/b81+DBQz0hB/zbAcc5L8bVDy6//HLe//73s3z58jLSt3btWgqFQllFw6JFi5g7dy5r1qypSvoqqxmSyeT4Tt4DqbxBrmgC0BpzPm1nHNHGxp7NADRF/Bw3u6F0X2tcPK7fK++sS0wq0tfR0bFbzXdXVxfxeLymP14gECAQ2P2rIRZXiHukz8Mkwr6W6TUAtZY62bGajIdxw1jGObEs9ha+HiYPDjTOeTGuPnDnnXfywgsv8Nxzz+12X2dnJ36/n4aGhrLz7e3tdHZ2Vr2eV81w8JHOFQFQFQj6nJLrFWcupD0eJJ03+KsjWtFU5zMbsUs+03nj4E7Wwz5hUpG+ZcuW8Yc//KHs3MMPP8yyZcsmaEYePNQfdMBX477iwZyIh/2CF+c8eNg7asU5L8ZNPLZv384XvvAFHn744THLtlZWMySTSebMmTMm1/ZQHSmbuEX8etlmTCLs4zPvPrTqc8J+QStSOe+TWI+YUPXOkZER1q1bx7p16wAhVb5u3Tq2bdsGiA/5xRdfXHr85z73OTZt2sQXv/hF3njjDX784x/z61//mquuumoipu/BQ10itJfh4eDCi3MePIw9vBhXv1i7di3d3d2cdNJJ6LqOrus89thj/PCHP0TXddrb28nn8wwODpY9r6uri46OjqrXDAQCxOPxsuFhfCGJWySw7/mhqP1YL9NXn5jQTN/zzz/PGWecUTqWuziXXHIJv/zlL9m1a1dpYQQwf/587r//fq666ip+8IMfMHv2bH7+859zzjnnHPS5e/BQr9Cp/cGeVKn9KQIvznnwMPaoFee8GDfxeM973sPLL79cdu7SSy9l0aJFfOlLX2LOnDn4fD5Wr17NBRdcAMD69evZtm2bV9FQR5DELRzQ9vk58rFepq8+MaHx8fTTT9+jgeMvf/nLqs958cUXx3FWHjxMbgSpvdvt2aUefHhxzoOHsUetOOfFuIlHLBbjmGOOKTsXiURobm4unb/ssstYuXIlTU1NxONxVqxYwbJlyzzlzjpCKm9n+vz7ThXkY71MX31iQss7PXjwMPbw7WV48ODBw2THeMU4z0j84ODGG2/kAx/4ABdccAHvfve76ejo4N57753oaXlwIZ2zM33+UWT67MdKwuihvuBVQnjwMMWwp74WbxfcgwcPUwG14tyBxDjPSHz88Oijj5YdB4NBbr75Zm6++eaJmZCHvaKU6RtFT598rCSMHuoLXqbPg4cpBqlqV214uzwePHiYCqgV5/Y3xrmNxBsbHVNpaSR+ww03cOaZZ7J48WJuu+02nnrqKZ5++ukDfRsePNQtpGWDl+mbOvBInwcPUwyeeqcHDx6mOvYW45LJZNlwG3tXg9tI3I29GYl78DBV4bZs2FdEPPXOuoZH+jx4mGLQ9zI8ePDgYbJjbzFuzpw5JBKJ0rj++utrXksaiVd7zP4YiXvwMBWQtrN1o1Lv9HvqnfUMbw3owcMUw57UO729Nw8ePEwF1IpzMsZt3769zMstEAhUvc54GIl78DAVkMrtR6bPU++sa3iZPg8ephg89U4PHjxMdewtxlUaedcifeNhJO7Bw1SAzNbtl09fvrhHqyIPEwOP9HnwMMUgd8CrjdHuYz/++OOcd955zJw5E0VRWLVqVem+QqHAl770JY499lgikQgzZ87k4osvZufOnWXX6O/v56KLLiIej9PQ0MBll13GyMjIAbxDDx48THfUinOjjXHSSHzdunWlsWTJEi666KLSbWkkLuEZiXuYDkjvT0+f/VjLgmzBHJd5edh/eOWdHjxMMewpozfaTF8qleL444/nb//2bzn//PPL7kun07zwwgtcc801HH/88QwMDPCFL3yBD37wgzz//POlx1100UXs2rWLhx9+mEKhwKWXXspnP/tZ7rjjjlHOxoMHDx4EasW50cY4z0jcg4fqkAqco1HvDPmcx6byRUKjeK6H8YdH+jx4mGLYk2DLaD/w5557Lueee27V+xKJBA8//HDZuf/4j//glFNOYdu2bcydO5fXX3+dBx54gOeee44lS5YA8KMf/Yj3ve99/Pu//zszZ84c5Yw8ePDgoXacG49FzY033oiqqlxwwQXkcjnOOeccfvzjH4/DK3nwUD+QXnuj8elTVYWwXyOdN0jlirREq5dVe5gYeKTPg4cphmAAQkr1+woWsGfl8gPC0NAQiqKUlO7WrFlDQ0NDifABLF++HFVVeeaZZ/jIRz4yfpPx4MHDlEWtODcWMc4zEvfgYf8yfeLxuk36PDGXeoNH+jx4mGLwaeCrQfp8dl91MpksOx8IBGoKHewrstksX/rSl/jkJz9ZUs3r7Oykra2t7HG6rtPU1OTJnXvw4GG/USvO+TztCA8exgSlnr5RZPrE4zV6RxzLBw/1A0/IxYOHKYZQAELBGsPmdaPxsNoXFAoFPvaxj2FZFj/5yU/G4F148ODBQ23UjHNeNZkHD2OCknrnfmT6wDF391A/8DJ9HmpCMU2U/dg1NTVvL2FCoVF7O8feGd9XD6t9gSR8W7du5U9/+lPZdTs6Ouju7i57fLFYpL+/35M79+DBw/6jVpyrUeXgwYOH0UFm+qKjzPRFbduGtGfQXnfwSN90hwWK7aWiuDxVFAsU00KxrH0ifpb8olXc55TdH6N438jjjiC1SZ+toCy9qw4UkvBt2LCBRx55hObm5rL7ly1bxuDgIGvXrmXx4sUA/OlPf8I0TZYuXXrAr+/Bg4dpilpxzlOJ9+DhgGFZlqunb3RUwcv01S880jfdUEHgFNNCNcW3pGaYggQCatHmbyZo5u7Pcy4gfhiauG0Bii4+6JaqYKoOyas8dj/fwxhCZ6+kb18xMjLCW2+9VTrevHkz69ato6mpiRkzZvDRj36UF154gd///vcYhlHq02tqasLv93PkkUfy3ve+l8985jPccsstFAoFrrjiCj7xiU94yp0ePHjYf9SKcx7p8+DhgJEtmMg8QGQU5uzux3s9ffUHj/RNMyiWIHla0UQ1QTVANUExgDxQBAoI9bOCaxj2cJM/1R4aaAHEX5MPdD/gBzQLNAvLD6YGpgqmZmDY5Z+WoniloOMBP6L0qRpGufH2/PPPc8YZZ5SOV65cCcAll1zCddddx29/+1sATjjhhLLnPfLII5x++ukA/OpXv+KKK67gPe95T0n2/Ic//OHoJuLBgwcPbtSKc15ywYOHA4bM8ikKBPX97Onz1DvrDh7pm+KQJZqq4SJ5RQslC0oOlCyQAYZBSdm35U9J/PI4pA+c3VWNEtEjhPgSDiDKbsLipxUAJQJqCFQ/WH7QgyamDqamYJompqqKDKBX+jk20KlN+kb5Kz799NOxrNr1vXu6T6KpqckzYvdQR1A58BIDCy+lNMGoFee8rxEPHg4Y0qMv7NNQKyu09oKI38v01Ss80jcVIfv0LNBME9WwUAsWapbSYAgYBkaAJDBg/0xRTvqK9nCXeMoGekn4/JSTvhAQFT+VMBAHJWaft+8zgqD6LEwfmH4TQ1cxbTJpKYr3xX0gCDBmmT4PHiY3qgUSpcb50V632oaH5xdw0FArznkxzoOHA0apn2+UIi7u53iZvvqDR/qmEuz1hoLI7GmGiV4ALQ9KBugFBhEEbydYna7jPgTpk2QvRznRg1Ipp6IivnB9OKTP7zqWpC9sjwYgDkSAGNAIWlzcZ4WBuEXBb2DoQvnT0DTndT3yN3rIDKwHD9MeoytLOvBrV9bAexg3eHHOg4dxg7RriIzSrsH9HC/TV3/wQuZUgQWqYaCaFlrRwp+lnNBtAzYDu+yxE4x+yGcgk4VcUVxDrld0QFNBVUFXQdPBr4ufaIiST3emz036skDaPhcE+hFEMEgZ8SMGJMRtXwx8ISBikgubovRTVb2ev/2B7K+shvFcA3vwMOGY6K+0yg+YRwLHDbXinBfjPHg4YEjlzdEqd7qf46l31h8m+hvSwwGi1LNnWviypujVGwGlC0Hy3gZ2gLURRt6GzDBkM1BIg5UHowiGndGzE3noiKWKzwLdAk1WMrmzbwpOa4zMxlkVjwORLSwiMoeyDcayXyAFyrD4SQKIgpUAXwGsoIXpMyn6LExVwVIUrFHWlU9b6HifbA/TCHJjqB7jg4oTEL0ewDGFF+c8eBg3SI+90Sp3up/j+fTVH7yQOZlhWWiGiVoUPXv6ACj9QA9YG8B8DQpvQ2EXFN+GwT5IGaKCM085d5NJO911Tmp0KAqoil3WKZmhHPKLV6sx3OswE0H25IsbCKEYKBFDxRAWEVYE1JAFloWhKxi6imV5vX77BJl1rQYvcephykAGg3r+o3bvinmkb0xRK87V85+DBw+TBGOT6fNIX71hwsPjzTffzCGHHEIwGGTp0qU8++yze3z8TTfdxBFHHEEoFGLOnDlcddVVZLPZgzTbOoGdTdMME1/OJDBi4e8B5TWwHgfrt8CvIPUr2PEAvP4CPN8NbxiwHdHal8bRaZGQ5E/HbtlTQdfECPiF+qbiLud0l3QGcUo4Qzg9f/4qj5dkUGb8Moh+wn6gC+gGpQfUPvCNgC9voRdMVMPwKqX2BfpehoeDDi/OjTXcu08epiW8GOfBw7hB9uMdUKbPK++sO0xoeLzrrrtYuXIlt9xyC0uXLuWmm27inHPOYf369bS1te32+DvuuIMvf/nL/OIXv+Ad73gHb775Jp/+9KdRFIUbbrhhAt7BwYewXhCKnP4RUHYimNwrwJ9haD0MdML2IgwXoWAJYmdR7rCAfSw5W8AekpsF/RDwgW6PEonTcVQ6K49118X8Fce+iherdiyzf8M4GcECaDGR9fMFLfJ+k6JP90o99wT5+6yGCd/mmX7w4txYQcEjeR5KqBXnvBjnwcMBQypvHlCmzyvvrDtMaHi84YYb+MxnPsOll17KUUcdxS233EI4HOYXv/hF1cc/9dRTvPOd7+TCCy/kkEMO4eyzz+aTn/zkXnfNpwQsUAxhqq5nLPReUF4F5c9gPgAjv4M3/gLrO+GtDHQXYMgSGT1ZQSnLNiXZC7pGCAgpENQg5IdQCHxh0GzbBSUkRkmRU9ovuI/3dl+o4r5q54P25Oy/TKVIyVNQzYl+P61oohpeqVRNeJm+uoIX58YCMnpVw1j47o0nZEmDhzGFF+M8eBg3lDJ9+6XeqdvX8OJevWHCSF8+n2ft2rUsX77cmYyqsnz5ctasWVP1Oe94xztYu3ZtafGzadMm/vCHP/C+973voMx5wmD77ulFCz1tofWBvhmUZyD7Zxh6Arqfg7d2wuYM7EQky6SnOjhJN3dyzU36gpLw+SAQBH8I9KAwVXdYIRUsseJ4NxbJ7kSv2oiwO2H042zqG6AUEFm/AuhFE9W0vFLPWpCZ12rDP4Hzmobw4txYwU3slIqhUr/Er5q6lYcxQa0458U4Dx4OGKVM33759InF24iX6as7TNieWG9vL4Zh0N7eXna+vb2dN954o+pzLrzwQnp7eznttNOwLItiscjnPvc5vvKVr9R8nVwuRy6XKx0nk8mxeQMHEapp4ssb+NOgbBMiLdYzwL2wsQe2ZUUrXMZ+vCyC0nH69IJUlG8iuJY8DvnB77fLOeWDq5Vg7mt5Z8j1XHdPn/uLWaYbpcmu5rqmClalIEwRyIOqg6paqIqBqXvlXrthT7vdXoL0oMKLcweCWuWclQpR8rEySNQTKs1OPYwZasU5L8Z58HDAGKtMn2VZKEo9bshNT0yq6vdHH32U73znO/z4xz/mhRde4N577+X+++/nX/7lX2o+5/rrryeRSJTGnDlzDuKMDwAWqEUDX76IP2Xg7wPWAHdB+lbYfBv8fhc8lxPODIOI5Y6JWPoEEf7oUQS5C9g/o+6hQtQP0TBEYxCIgiZN1UOuB8ZGOeQ1Iq5zCXvEEGbtlaMJaAZaKn42g9EMRhMYCTDCYNnxQ0H8jrw1VQWCexke6hrTKs7VhCxEl3BLBVcuIIr2qLdSItlN7WFc4MU4Dx7GDQek3mln+gzTIlf0dmHqCROW6WtpaUHTNLq6usrOd3V10dHRUfU511xzDZ/61Kf4u7/7OwCOPfZYUqkUn/3sZ/nqV7+Kqu7OYa+++mpWrlxZOk4mk/W/ILJ991TTQh+2UHtB2QI8DLtegK6tsCMJOxAKnJUlnO5snjvBFnLdDtulnD4f6H5QAmJUvUA18ZUQjlWDO3OnU55SlJm9oOvYnXa0v6RNP1g6GH4Fw6dhKqrtzQeG4vy/qpgoWFgqmKqCiompumXRBRSEf+G0ROV6ufI+DwcNXpzbH1SWalYaglZDPX3WvXLOg4Jacc6LcR48HDCkx150P8o7Iy6imM4bBH1eRVa9YMJIn9/vZ/HixaxevZoPf/jDAJimyerVq7niiiuqPiedTu+24NE08cdk1VjgBwIBAoHA2E18vGEhCJ9houUttG5Q3wJrLaRWw+ZtsC0NnQjCJ5dCbr4l+ZQkeZJblUifChG7nFPzgyaf5C7JlORMksBK0hfGKb2sLPd0k75Kxhl0rm3Jn2Eo+oQXX8Gnkvf5KSg6Jprt565hoaBgoWKg2cRPwULDQLEXWEppoWWhWKCW/iSsuuz2GTfI33E1TKtfxMTDi3P7A/d7lz177j/ceidUImp5GGfUinNejPPg4YAhPfbC+2HZoKkKQZ9KtmCSyhVpiniNtvWCCdW5WrlyJZdccglLlizhlFNO4aabbiKVSnHppZcCcPHFFzNr1iyuv/56AM477zxuuOEGTjzxRJYuXcpbb73FNddcw3nnnVdaFE12qIYhBFtyFtpO4FHgCSishv/rhV0IRU4Dp2dPcjCpgSI5nCzr9Nu3g0DQB8EABMOUk7LK42p9d/va41fNssFF9ghTIn1GEDJhHznVT17xkyNIHh9FfBho9pCLPgsN0z5btB9VwEceDRO1dJ8h9PJsWwfNnGZ9NXuyL5saH5NJBS/O7Ssqe/hqpXLqrW/PDYNpFWsmErXi3FT+iHjwcJAglTcj+1HeKZ+XLeQ9Bc86w4SSvo9//OP09PRw7bXX0tnZyQknnMADDzxQEj3Ytm1b2Y731772NRRF4Wtf+xo7duygtbWV8847j29/+9sT9RbGDpYgfL6CiZYErRN4CLK/ge2b4ZVB2ApkxUNLyyEpmmnzqJqkL6pBJAC+gJ3ZC4Pirv+UF5CZPZmZ0133VwqzSJKnVxy7CaMsBbWvZ9mTzQcVCn6NvM/PiBohh5+8EiBDiAxBm9LpFPCVSJ870yfJnp8CAbL47eMgOXwUUBVBAlUMTFVFsSxUa5rsvkty7aEu4MW5vUGu0mWKxtPc97AP8OKcBw/jBqm8Gd4PIRcQGcK+lJMx9FAfmPBv1yuuuKJmmdOjjz5adqzrOl//+tf5+te/fhBmdhBh9/DphoWWBHUbWK9C5o+wZSNsHYIdplDnlCbr7va4akNWVAZsK4awX9gwqAFQpXSnuwxTpgp97E7y3KWflWqdUl9hT5k+mdnzgxmEQkQj69PJa36yWpA0YbIEyREgTZg04VK2L4efosuBV2TzBCX0kydIlhAZRI4wh4lGgJxNF4ui5FMRO+8m6vQgfntS75zwT/z0hBfnaqGWFYMbk+Uzu78VBfvSA+g1qu2GWnHOi3EePBww0rZlQ2Q/evrApeCZ8zJ99QQvPE40XD18es5C6wTrFSg+Br2r4WWEHcMwYkkhXQ3c9nnVfkqeFtJFSWfYJnWKZIpRyhv+ZKZPZujC1C7vlM9z9/S5M30uUmi5rmX6oRhUSYUD5JQAOURmL02IDCFyCAI4QpQcAfL4yRIkj7/UtQfgI49OET8FIqQIkyZo5wiLaERs4ge5Ut8filhWKZYoE3WuNgXhlXd6mBSQ/noSleWdkghNlkXDgZDTvb3HahYV0xxeeacHD+OGUk/f/mb67Od5mb76gkf6JhiqYaCZFmrOQtsBPCgyfD2PwANAH1CwH6tT3rvn5mphyolfGIiFwR8APYCwSnDXfoZrHLtJ4J56+nTXkAqequt2RWloNqiQ8/nJ6CI3J7J7ATKEGSFChhBZgmQIM0TCJoEBsgTJEizJtwCl8s4AOSKkSsQvxjBxhkiQJGyfD5Uyf0VUDAy7jE4BNHOyLCZHCU+23EPdo9Jrr5oVg8XkIXxQ/etUQwRGC6cXcX/eV+XCqdrva5rBi3MePIwLLMtyevr2N9MXkF59HumrJ3ikb4Kh2bYMWjcoj0HmXtiyCV6xoB/xVS/3vyOUkzxJ8CTJiwAhBUJ2/54/DGrI7t0LI7J7AdcTpbpLLdJXS71TZvncpE/+tDN/lh+Kfij4VTKBECk1TEYNkVIiDJJgmDhpQjY1i5Yyelk725cjQM4u2swQoohu9/YJ0qdTxEeeKCmijBAhRYxhmukjS4gYw3aGcAgLBT95/EoeVZZgWWCoGqppTL2lk2fZ4GFSodrX0GQSRJEZS3eQdEdneU6qehYQ3dnDiKL9LEKeK2/fvy8ZQ4PqJvXTCJ5lgwcP44Jc0cQwRfw94EyfV95ZV/BI30TBAtU00XIWao+wZeBJ2L4Jtg4KS4Y84itdJszcPXtuGwZ5LqyIcs6Az+7fC4Ei1x1uxih7+iLuJ1e8QJjd/fbcWT77p2UTPUsDS7W99gIaRV0no/sZ0UP0aq10K20M0kA/TXTSwUCmiXQ+Qi4fJJcPULCEWmdB8VHw+Sj6NQy/iuUX5MxQhD4ngIaBroievggp4iSJMkKacEnxs4APEwXd3lG3EJ5+OkUUTNHnN1nWlKPFnnbAp+p79jCJoFQZUN7bVs9ed3LOcrdLBtR2CPkh7IOoHxJBcRzQwa+Lh1ommAbk85BMQTIHwznoyYPVDQwBKYQhz57InySQ0tJiGqJWnKvXP5tphJ/85Cf85Cc/YcuWLQAcffTRXHvttZx77rkAZLNZ/umf/ok777yTXC7HOeecw49//OOSuJWHiYVbcXN/zNnB1dPnZfrqCh7pmwhYoFgWvryBLymM1621UPgjvDIEb5tiDxiclrmQa7ht9dxlniFNrDH8QdDC9kmZwYtSXhsaq3hyuMqxXd5pucs77YyeJbN9qiB8hqZgqlDUVDLBEMNKjAEa6bba2GgsYKOxgF3mTHaYM9lszqe3u53cUBgGNEjiVDtpQBxIGKixAqGGEXyhAopmldY3qmbiUwqC9KkpEsogcYZJKEPk8FNAJ0eAIjo6BhaKEHHBxELBR0EQP9Hlx5RbJXg9fR7qGm61zsoevnrfFXaTvTAoUVAbQGsD33EwS0WZAepcC+VwE6XdQkkADRZKGMHT8paIeZsUrI1gbVKw1qoUi29CYRsUdkGhH5EF3JM4jCR97mzfNMr8eT19dYvZs2fz3e9+l4ULF2JZFrfffjsf+tCHePHFFzn66KO56qqruP/++7n77rtJJBJcccUVnH/++Tz55JMTPXUPQMpW7gz6VDR1/2KK9PfzMn31BY/0TQAU00QvWvjTwIvAgzDyCDzQI2wZ5Fe9jpOMkzzNTfhi2FxNhZhP9PApkqBF3Q9wHcvyzph9rtQASHl5ZxynlNO+ZtEHhgaGppL3+zEVaYqgUsBPhhAjRNmhzOIFTuI1juLVwjGsf+k4zOdV2AzWVgVruyI2tDM41U0gNqxlVtGvYgYDpBoCMA+YBcwAZgKN8pdiobQWiTYNEQsO0aQP0E4TgzTSTB9tdJPHRyshGhjEQCPBEApWWY+fOtXsHPYkZT6F3qaHyQa3cMtk60mTNRcaInA2AYdDYj4sCsLJwNkKsZN7aWroo13tol3pIqqMCIVhJYPfFqBSMcESasJpK0zSirPDmsXTvUvJPnQY1h80uDsL/B5R8zFCbW9Cd6/gNCv3rBXnvBg34TjvvPPKjr/97W/zk5/8hKeffprZs2dz6623cscdd3DmmWcCcNttt3HkkUfy9NNPc+qpp07ElD24cKAefe7nepm++oJH+g4yVMNEK5roaQtlO/AE7HwRtmwTxuvSh0/DSbi5/ffcybgYENZsdc4AKLYNg+Iu34y4HixJnmSMcdeLuIReLLtBsBBQKPpVCj4fBVWnqOoYioqhqBQUP4YiSimzBOmlhZ3MZDPzeZJ3sv2pQxl8s4GRDTGKr+iwRYGkZZO8DBQMME0wTOdLWm5aqxqoqhg+Dd7SIKhCWIU24DDEz1awZuqk2xPkmyIMNzWTnhEmrYhewTx+wMJAt2+L0lATVXQM2j1+olBqCtk5eJYNHuoObmuGaqjXHj6ZNlIRAXIuaLMgOgPeGYF3BYgeOUzj4T3MaNlFY6KfqG+YmDJMjOEy+xhpNaNh2LUHjpXMEdZ6jm9ZR+qsGIMnNPLypUex6Q+nkn8qBS90Ac8jvh32FKNkVnCapLo8y4ZJAcMwuPvuu0mlUixbtoy1a9dSKBRYvnx56TGLFi1i7ty5rFmzxiN9dYCScmdg/2OJLAtNeebsdQUvPB5MuPv4BsF6C9IvQvdW2J4WrfxuW4ZK3z23L18IwYFCPgj4QbdPKu6evEjFkCWeYQThi5cfWyHho2eEVYyARs6vk9d0crqwTyii24IqGjkCFPCRJUg/TbzJ4WxOHsqmgQW8uPMkkg82YbyuwVsGbEvDkAlF2YeSxVnkyYDgLlOSincqoMOg3bGvarBDgT4VmjVo1uFQBWO2H6PDT35WEMVXhJhC0ecDzSJADs1eKAlZmCwqpm30LlRA5ctatp3DpN8rl38s1eDFXw8HHZV9Z+7bVsWoJ0ilEB0RcTsgdgi0dsD8JrT35YktG6RpTg/trTuZzdskGCJAlgD5kmqwhmH7ixqlCgMpRqXbZFBXDGb6d5KdFSA5K4H/hCxR9Wh6WmL0t7Uy/MwiSG4BYwTR7V0N8vdXrexzCqJWnBtljPP6z8YHL7/8MsuWLSObzRKNRrnvvvs46qijWLduHX6/n4aGhrLHt7e309nZWfN6uVyOXC5XOk4mk+M19WmPkkffgWT6bMKYznmZvnqCR/oOMlTDQh0CbTtYa6DrOXg7KbJ8Uo9N9vC5W+sCrnOl0k4fhAKC8CkR1xMk4WuoeELCdX8DEAVLksEYGBHIhzQyoUDJMiGPv/RTkr48PruUM8aA1chGawGPGGewbfOh9D3TDquAFywYyEM+DQwiFipFyr+R3YuSaqVJ7p4fDUwNBjUYtFmtX4VjFDgUmK1gzVdJZlvJH+En3RTCCKr4KIICBio6RUJkhWE7lIif8PGzMFQVzdxfg+U6gpfp81BXcO8WV/bxQX3uRLh79+JAG6gnwfwWeKeK+ldFwh8YZGFoPa1qD40MECdJgKytMyw2mkwX4VWwKKLb3cVi40nBREHDwsBPgRBpWujjELaw7JyneOmcE3im61Re+8S5FF96CJJbweildsZPbqRNgw/6GGX6vP6z8cERRxzBunXrGBoa4p577uGSSy7hscce2+/rXX/99XzjG98Ywxl6qIUD9egTz/UyffWIafDNUCewLDTDxD8CykbgGeA+eCUFOxFabW7Lu2DFkLwthsjwhX0QDSPEAaQ6ZxwnmxdF9L5F7fsS9pMlyWugRALNMCQbgmQU6ZUXYoSInc3zkyVA1kUC04TppYWtzGVT/jCe3Hk6xh0+zKcUeMmCzhEw3wZrhPKCVZnBk3D3+Lh3g3Sql3vJvhr7N5XXYV0U/tII7T44HOiGbE+cnkODDB0WhwZKwi7YIi5ib11DsQmfj4K9Gz9FgpPcJagGb9PNw4Sh0ozdpD4JnyR7AUQz8ZEQnQMn++ETCuGlSRqO6mWBvpE2uomQIkgWDQMDHROttJmklrJ89uYScrPJwEBDt8Wm8vgxyKKj46NIkCwz2UUbPSxrfYr19x/J7b+7lM5VR8OdrwBrmfSbUweKWnFulDHO6z8bH/j9fg477DAAFi9ezHPPPccPfvADPv7xj5PP5xkcHCzL9nV1ddHR0VHzeldffTUrV64sHSeTSebMmTNu85/OkH14++vRJ54rhVy8RUc9wSN9BwGKKQifL2ei7ATlFci8CJu6od8UtEjuB1carIcrjzVR0hkK2IQvYtsyRHD69iQBTNjHUft2Aof0NUM2IQRZsr4ASSVKWgmTsY3TR4iSIWgXKQVIESFNiDQR+mhiA4ezY/tcujfOoPBYAH4L7BiGwQEw+hBKLUUcwueWGJfkz6y4X0ISPne5klTaNBBZQ5tEmjkws9AXgVdjYPkgq2CMCBe/ncfMQvObWJrw6ouTtEusLPzkRSYQq7QQM1UF1VZXnbTwMn0e6gLusk6Zya/3kkO57RYCmoFjYUYLHOaHsxT8S1M0zOmj3ddFjGFbCdjCRLWzeKatDIx9XkHFwsQsWc4oWGioJVVhwzaaEX6iGiYFLBRCZNAp0qAOcVT4VT552h08234cT55wLHwFMDcgdJ6rZf0MdifZUwx7yfRVlv8FAgECgVq7YQJe/9n4wTRNcrkcixcvxufzsXr1ai644AIA1q9fz7Zt21i2bFnN5+/L/5+HsUFqDMo7vUxffcJbAh4EKJaFWrTQM8B2MNZDZj1syzp9fAq79/Htlu1ThGhL0N3DV+nOLkmdVOuU2T2bBFpRsGJQaNBIRwKktRApNcIQCdKES4bpI8RIE7K74AIME2eYGINmgh3FWWzsO5y+V9tIr43Bw8CrI5DrA3oQtvLSZbBSkr3Sn6sauTIrnlNZcimvI8UhcpDNCyn0N2OCFSsqRtTP4Mwmws0ZdK1AlBTN9BIgh4+C/W6zdq+NAYoo/LQsSiWgkxJ76unzNt08HBS4P5/yuN4Jn4zCsv59NsQ6YF5AlJGfaBGZmyQeG7IJX75E7Ay7/1hk9xTXu7bsf4rrVSzXlpYgfqaLnFl24adGEcXenGqijyWznsVqhN7ZM3nrwfkYLw6LynmGqrwXd59kvf/e9xO14pwd4yqzQF//+te57rrrql5qrPvPpjuuvvpqzj33XObOncvw8DB33HEHjz76KA8++CCJRILLLruMlStX0tTURDweZ8WKFSxbtswj0XUCmZ07ECEXr6evPuGRvvGGBappoeYtlCHgZcishcHXoAunJV8uNXbL7OFS6/RDJACa7OFzq3NKYRZJ+OI45Z0xoAmsBjBjUIypDESjDCsxRmyCN0SCEaKkCZNCkkBB+tKE6aeJPquZrmI764eOoPBAFJ5Q4AVgnQW8hSB7bnlxld0XHaMJIm6hFxOHDFaWguaANJgDsHOOeONZPwQUsq0Jeo/NQ8AirGRoYKCkoCcKWTO2nbszJn3ZlKxOq3WfBw/jjsn2hyZFW8KIDN9MUI6GI4KwWIGTLTjSoDXWQ0IfxG9H7mLpg6Zg2srAsozTQCuVd4pHWBU/oVhG+hw1TxPVJoeCDAbJ0sgAfxV+lEULXufLv/suw+cdh/FYFMwXqL15JisppiDxqxXn7D+97du3E4/HS6f3lCUa6/6z6Y7u7m4uvvhidu3aRSKR4LjjjuPBBx/krLPOAuDGG29EVVUuuOCCMnEcD/WB1JhaNniZvnqCR/rGExaohoEva6IPAhuAP8Pb24WoZQbne0vqw1Vm96KIDF9Is334IjiMME55Jq8Bp3cvDrRQIoNWM2SbFNKBECO+KAM0lojeMLHSsZv0SRKYJM525tC7o4PUljjG0xrcr8CbRehKAm8A3Yh3VHS9K7cn12hRSfIs123XL7jM5K8AbIdOHYw44Ic2GA42YxV0wjPTNNFPgDwaBhFSREmVem9kb9+kx54yfYWDOREPHmS2X5IOt69cvUDqJYeBDmABBDtgbghOBRaDdnSBxtldBNVsSQ3YsA1gFDs3Z4FtASMyf/Jx4lgwEdX1XHmfzAKq9u/JtEs/xePUksZnDOH5N5dtfDf8ZW786VWsv/s4+IqC2H2rVuYpf9+TzRdxH1ArztkxLh6Pl5G+PWGs+8+mO2699dY93h8MBrn55pu5+eabD9KMPIwG6THM9KU8n766gkf6xhmqaaFkQekD601IrofBQZEPA0FVfDjiLe6evhA24dMh5AfFfpAiU38yqydLOmXfniR9CaABzDjkGjWGglFGtCgjSpQ+mhmgsUT6emkmSaIs85ckTrIYpz/bxNDbzWTfiGCs98GTFqwvwEAPGN0IwjeC+LY1cL6JdaqXZ0qMpuRLXgec7J97ASkJZgHMQRhS4M1mYQg/QyUfDzDQ1siQliCmDBMmzbBdwiok1nNli61JDa+nz8OEorKPrJ4/U26DnAQwG0It0BKFwxXhCTrHQG0uENByJY89Absc3CZqgvCprnudR1DW0+d49LlhoZZKQU3b2EFFp4CFTpEsAQLk0ZUi7XRx7swHaDn1OJ78xDFw9zYwBqlt5zAFMY4+fQfaf+bBw2TGWGT6ZE+ftH/wUB/wloDjBVsMRCtaKCOIVrcN0N8Jw1lRkCi1KKUIWZDdvfiCtvm63z6puNmh7OOTxC/mGgkgDmYCCgmNVCTAkJpgWIkxTIw+muiniRFiJInTS0spu5e04gyaDQwVGxhOxxjsb6T4chj+osDrFvzFgK5hMLsR2qPDOMbBFs6uslzYuBc4lT19exMacF/DdN2u9PYyXWNElHd2xeFtHToViu06yWyCZCTOCFFSREgRJmuL1eTx2X059vUncyvMntQ7p9Ga0MNEYF8+0/UCmYUMIIJoEygdEItDu9+2ggGlxUCNFfBRsIVayiGJHziZOzkkGVRc8i5qjV5m075PGjmYdoZQxbStcgKlVwyQ4+Tws7BQYeOHj6HzwXmQLNrEb08G7lMIteLcKGOc13/mwUM50mNg2SAJY94wyRdN/Ppk+V6Y2vBI3zhBsSxUw8SfBaUTrA3AC7CtKHrvpQl7EOe7q3KEET18/hBoMrMne/jcvXvypxwJoAWsFsg26KSiQfpopo9mhkgwRJxu2umniSRxhkjQQwtDVoIRYgzSQE+2lUx3HGNXADYCTwJ/sWCzAZ0pRK1qN+LdpHBKMBWcciIJWd7lNjvelz6TaqVg8thd/lmJgpiTOQCbWuFQMDp0RvoTDIUTJJU4MYZJEyFNhDAZgmQp4MciK3owDQNTn2x9STa8TJ8HD3uBjEUyw9cCHAKBNpijwSJgAdAOeqKIP5h35fDKIZV/a0GWd+5L6bigh6LQUxg9WBho5PEBoiy0gI8oKeIMccLsFwicl+X7t3yF4kv/BwNvIOTBpgHGKNPn9Z958FCOknrnAVg2hFyEMZM3PNJXJ/D+F8YLFmiGKTjRZjBeg+HXYMQQlERm+SorNaXrQlSBWAj8YVCloovM4kmRlkZEH18TYs0iR7MgfMNtAfrDCXpopYt2djKDHczibWazk5m8zWy2MZctzGMrh7DZOpTNIwvYtuUwUi82Yazxw+PAauAx4LUcdPcjRFt2AQOIss4s4l2ZrnfmHrKA1W/frry/cuyNDBqUEz43kZTkswjmCLxiwSZgh4LVo5MyI3YJa8TO9kVsawofBXwYaLaIAqhFY3JquuxJAjY4uks9/vjjnHfeecycORNFUVi1alXZ/ZZlce211zJjxgxCoRDLly9nw4YNZY/p7+/noosuIh6P09DQwGWXXcbIyAgephokkap2XLRHvZT6aIhyiQSij28OKPNgkSr8Pg8BWoEoaKEiPl++TOypFgEcDQy0muXkpv17k9k+4ZcqpKeyCD9VE404SRYFX+eou14kduqhwMlUZz1FplwGcIxi3K233sqWLVvI5XJ0d3fzxz/+sUT4wOk/6+/vJ5VKce+993r9fB6mNMYi0+fXVfyaoBheX1/9wCN94wDFtNBME72A4EVvQ2EH9GaEqwCIJYe/YkhaFLD7+PxBUKUtg9uEXWb73PYMMtvXAGajQqZBZ1iPMqQmGKCBfprop5k+muijhW7a6KKNbtrosdroSrcz2N1M6u04xlYf1psqvK7Aa8BrFuzKQWoQzF77TaVwyJ47yydN2H2udyaJnvTn0/YwZEZQZfdFJOzeHyhl4d39gdL0uQj5DPQVoVeBjEIePwV7CPN5X+m4gI6FgmqKsly9aKEXDVRjci2WLBUsrcYY5Sc+lUpx/PHH12y4/973vscPf/hDbrnlFp555hkikQjnnHMO2Wy29JiLLrqIV199lYcffpjf//73PP7443z2s589kLfoYVLAXX5d7Xi8UBkjKo9lUX0QsXPWDr5maPZBhyLEO2NAwAKfhaqb6LqQU3G6+Mrfh4haZqkw000KlVKnn1U6Y+7lq1daQZi2/mcR3Y5VPnI2AczjByCiplja9jRNS4GT2hBfBpO1Nn3fUTPOeasaDx4OCANpoYYUD/kO6DrxkNiA6k95fSX1Aq/YaxwgSjsttDzQB+yAwi7oNQQVcefC3NRIDtnHpwds0Ra3F58keyF2F3KJC9GWQlwlFQ0yZJduDtJok74mBmhkgEZ6aKWHVoaMBEOFBgYGmyjuCmP1aqJNbwOirHObBZtNSI6A1W+/oWGEUmcOJ8MnSZv7nflc77AWwXNDLgpV1223EIy7rw929wJzX8ewRxr6dOjWIQsFy0fR0ikqchGl28OHYZM+xUT0YlpgmhZFXcVSLCx1ciyk8kExqt43yth77rnncu6551a9z7IsbrrpJr72ta/xoQ99CID/+q//or29nVWrVvGJT3yC119/nQceeIDnnnuOJUuWAPCjH/2I973vffz7v/87M2fOHN2EPNQxqn0OzSrnxxPu13T16ALOxpAUbokg+vhaIJiANgThiyPirA+b9BnomlHyzXN78Lm3mqRAi1oiheVufOWz3PPvRHEJushnq7YlhIlK1qaEYquqyPGs48VTT2ZX7wzyL3QgYnS9ZFXHB7Xi3Ghj3MFGPp9n8+bNLFiwAF2v3yXYZJmnh7HHzsEMALMaQgd0nZkNIXpH8uwaynLMrMRYTM3DAcLbExsHqIaJWrBQ0qBsA2sjGG8LC10TZ8kRpbwiJQJENYj4ISzLOSszejHXT6nW2Ygo6WyGXLPGcEL08PXQSicddNJBN2100sFOZrKDWeyyOthhzWLHyFw6t82j8HoU6w1NZPZeAdYCz1nwShF6R8DahmCDPYh3MoLoHcnZ71oKIsjJut9ZgN3rb2qVedYqJ5DZO/nl484Caq7bbhGZIpCFbaaoSB0A01BLBVoGKgX8tjW7c95CQbFAS4MvB/68iV4oTppSz6KmUNTUGkMsNpPJZNnI5XJ7ueru2Lx5M52dnSxfvrx0LpFIsHTpUtasWQPAmjVraGhoKBE+gOXLl6OqKs8888wBvlMP9YNaZdnyc3gwPjxuX0/3xo+sGlAQsSeOqIm37RnCDdDoh3ZEPJWVFH5AM1EV0y7rFHk3meVTqfT3LIdWRfRFzk0+pzJj6Mxc2jdo9oaUWsr05e1MX5oIGUIU0WmmnyPOeZVD39cPvB+xKzi1v95rx7n63JxLp9NcdtllhMNhjj76aLZt2wbAihUr+O53vzvBs3MwWebpYXwwkisylBGZvhmJUdZKV2BmQpBGSSI9TDym9rfCBEE1Qc0ikmKbYeRtGOxz5E1k8aOkSHIEgUgQAiW/BsrFWyThk2ItLuJnNQgfvqFQlD5ViLZ029m8Lpvw7WKG+GnNYIc5m97tM0i/lRBZvTeAV4GXgZfs0ZmF9ACw1X4zSQTZkwbssqRTp7qHRLTinPudyhSm+9iPQ/4q/zTdJC9Q8Vhc85CQi00DkpbQnNlJ1bYWsXsuO3XE0g4LoQKXBS0L/rzwXJwMxC8fCOxxAMyZM4dEIlEa119//ahfp7OzE4D29vay8+3t7aX7Ojs7aWtrK7tf13WamppKj/Hg4cAhN4VqQYq2RBC7ZDOA+eBvgFaf4H+NiNAi96MCoAQKqFrRRfBMdIo29ZK1AkU0DPwU0Ozb+9P/p5WsHJQSySuil3r6DPSyMk83AVQxOYZXOHbGa/DXQfA1UVvCd2pgbzGu3nD11Vfz0ksv8eijjxIMOovp5cuXc9ddd03gzMoxWebpYXywyyZo8aBOLHhg5Z0zGzzSV2/wcvZjCUuWdtqkbxDYCZlhSBmOmYH05nOrdvoRJZ0+P6gB25qh0r8hQHmpp82hrCiYMYTxuhZlWIkxRJxBGhigoay8s89spq/YTLK/kXxnEKvLLufcZo+diJLOoSwUBsEaQpC9YURmL4tgQ3KBpbkm5q4/ldk8WbTq7umTkCVYBRwCaeDs0quu11ErnlO5m6tUPE6WVhlgGpA2YZcCFi5q55RfyUKtsrIrA5QiWEVQLNB9FkXFxFKUui71NO0cQvX7xPvdvn17mXFxoE4XSh487BtkoWXlroxKeQ9fAqHQ0gJKI8Q1iCkiZEnCJ0mfDzRfEV2T1Kto066iTceKJcKnlrrvHMOGve0QlZszWKXYI/r5dt+PtVBK1y6i2z2EQjlUp0CcIRraBlDeb2LdPwMKsgR/cvUk7ytqxTmzTnfmVq1axV133cWpp56KojjzPvroo9m4ceMEzqwck2WeHsYHO2yCNvMASzvFNYJl1/Qw8fBI3xhDNUVpp5pB6J10QjYj6JLsJqmUOfEDARWCAdACoLqrIqu5tktuZZd5WjEoxlRGfMJ4fZgYSbuXb9Du4eujmT5LEL7+dDOZHXHYqUAnsAORzNsEdFqw0wBjBOinvJTT3cdnuN6Jm4XG2J30ScJXSfokJNnDfoyJU5JV+s1WHFd6/0loFefsEq+sCTs0LENBswx0pVhRXlUh0CBbg3KgaOJYD1pYiomh17eJew4//hpJ/BwmkCIej5eRvv2BVLDr6upixowZpfNdXV2ccMIJpcd0d3eXPa9YLNLf3+8p4HkYQ8jNIKPinJTMklm+ZqAdlGbQokL9WIYr2YrsaknWfUV0tWjn1YqlDmDddVsr1QqYJSK2p1lKRz/V1QMojN2dmFKN9ImoaNkdfs5Xt4ZBkSJBckRahgmeNULGNxeQoltTk/TVinMyxtUbenp6dqt6ACGW5SZXE43JMk8P44Odg0KEbSxI3ywv01d3mPDyzptvvplDDjmEYDDI0qVLefbZZ/f4+MHBQS6//HJmzJhBIBDg8MMP5w9/+MNBmu3eoRVNlBwiObYD2Ck2XAs4xYhyCSJHWINoAIJhUNzcyZ04cxuv2yqd0q6h0KQzEI2VyJ20aOilhS7a2cUMuqw2dpkz6O1vJ7WxCbYoQqhFlna+Zo/tWTB6EWywD5GuHEIQviyC9MlC1ZA9oQbEYqqF3bwjShNtwDEVrBwhynv8HGmE2rYO7t4/t4CMPHb/aZuQMWArFDI+NNMgZHvz+cmXFm6yZ0ezTDTZDpS33/qw6PHTihaqWZ87yRLGbgVm5WOsMH/+fDo6Oli9enXpXDKZ5JlnnmHZsmUALFu2jMHBQdauXVt6zJ/+9CdM02Tp0qVjNpd6x1SLcw4qy6rrBTLDV1nSeQgwEwIJkfCToljuvSkZSgLgCxQIaFmCtmFChBRh0oRs84QAefyuoVcp76w+qhMx6cNnliJS+RBUU6oNO+Wd0sev2dfP0uZn0fXDQWmz39jUxMGIcWOJJUuWcP/995eOJYH6+c9/XoqX9YDJMk8P44OdpUzfgfXziWtI0pfdyyM9HCxM6Lf1XXfdxcqVK7nllltYunQpN910E+eccw7r16+vutOUz+c566yzaGtr45577mHWrFls3bqVhoaGgz/5GlANULJAEqwuMPrBzDtLI9lZIpciERVCPvDbKT9FZvT8lFs0yP4+acAeBRKQTaikI367pDPBgKuUs5eWkkpnF+0M7mgl3xkUGb4tiMze24jbbwE5WcY5RDnRk2RPWjRgTzAiJkEbQgVBZvlClNsoKK6KTMXejHcTJ7kwkcbucndeEjeZ/atU7nSTQ1yPdR/b1g0FAwYhMxhFiUFAlwu5HAHbpU8WCymyPciglNRUQOz864BiYaompqrWpTK67CSqft/oJjwyMsJbb71VOt68eTPr1q2jqamJuXPncuWVV/Ktb32LhQsXMn/+fK655hpmzpzJhz/8YQCOPPJI3vve9/KZz3yGW265hUKhwBVXXMEnPvGJaaPcORXjXP1BKvy6BZ1kjGpECLe0AzMg5IeIIsKU3GOqdJuxqyzC/gwRNU2YFBHSREgTIIePPAHydraueoavGvlQcTqI3eIv8rGyYHNfIK8le/5UDPxKntnq2yiLTVjnh+4wYudq6qFWnBttjDtY+M53vsO5557La6+9RrFY5Ac/+AGvvfYaTz31FI899thET6+EyTJPD+ODnWNa3imu0TWcpWCY+LQJzzNNe0zo/8ANN9zAZz7zGS699FKOOuoobrnlFsLhML/4xS+qPv4Xv/gF/f39rFq1ine+850ccsgh/NVf/RXHH3/8QZ55FVjCn081EZm+EWAQ8mkwiw7p282iQQefDzS3pV1lw5+7r8/O/lkRsMKQ9/tJayHbcDzKCFGGiZK0e/qGSDBkJEgON5HvCWJ1aiKJtxNB+N5GlHRm0mAO45Ryyt69gj1kH59cWIVwXOJbEIuquDAW9OnijQU0CKoQVsQIKs578imgKzZpkrvybquHSnN3OapZP7h9/dxEUPb4mGCakAVz2IeWNwmQJ0CulOlzenMMFMtCMUGx+SI5BP9NgZJBlO+a9VsylcdPrsbIj3Ln//nnn+fEE0/kxBNPBGDlypWceOKJXHvttQB88YtfZMWKFXz2s5/l5JNPZmRkhAceeKBMAOBXv/oVixYt4j3veQ/ve9/7OO200/jpT386dm+4zjGl4lzdwr3J5K6nkEqddvWBHhAxSTZSy5AhdaJK4cYCv0FAyRJSMkRIE7ZHiDRhu1IgSLYUR3xlccTcbWgV98mScmnNUDnK84K17y+Wriz6/OIkUQ61ICa/PCp9TKcGasW50ca4g4XTTjuNl156iWKxyLHHHstDDz1EW1sba9asYfHixRM9vRImyzw9jA92jJFdA0BzxI9fV7Es6Bzysn31gAnL9OXzedauXcvVV19dOqeqKsuXLy/JvVfit7/9LcuWLePyyy/nf//3f2ltbeXCCy/kS1/6EppWvaQjl8uVydEnk8mxfSM2FEsQAdVEcKYkMACZHBimWFNITldJ+nS/6OUrLUTkesVN+MKUl3tGwQxD1hdgRI0wQszu5YsxbPvzDdDIoNXAUKGB4a4mQfZ2IcpOtyMyfLss6DFwsnuyd08SPTmkH59qTyyKWEy1AR2gxEHTnPVWJS8DR2BPkqkikFfEzzLBhcqMnuV6ctF1vppwg/t5rhc2TSgoMKSh5w0C5AiRsRdsdp+OJfp2VMsUL2XikL6CuJwSAcUHasAS05X6M3UEaUFR/b7RkdXTTz8dy9pDj5Ki8M1vfpNvfvObNR/T1NTEHXfcMarXnSqYanGufuEmNlV6+GgFtdnpjZaiLZVxqhSkTZRQnpCSIcoIMZLESRIjWfLG85WqHgRElHIIWiVUWUlQMmt3opd8vInTL+zOFFZaQggxF610rSJFLPsxISWDsgB4RgpsTU3UinOjjXEHA4VCgb//+7/nmmuu4Wc/+9lET6cmJss8PYwfdg6NXaZPVRVmJoJs6UuzczDDnKbwAV/Tw4FhwjJ9vb29GIaxR7n3SmzatIl77rkHwzD4wx/+wDXXXMP3v/99vvWtb9V8neuvv75Mmn7OnDlj+j4qoRiIZNkA0Au5AlhWWZuI4HEKhAIQCoMuFyJuUheuMir6+pINQYZ8QrRFkry+UklnC7200J1po6+vxSF5m3D6+DYAPRmE914vgqmmcMo4czg9fFJhU0MQvg5Ef8yhoDdAiwozgdmInzMRLTQdCG5YOWTPYgBXtk86GO7N08+9NV8LkrFBScHTLrv1FQqESZNgiCgj9u59VnTKFPJoBaOcmEriNyCGmoRAGjRDZAXrDXm716f6ODAJZg+jw1SNc/UJFccBtRkRhOYDh4Kv2alGd/fwyX2mgGuEQYsZxJuSNKu9tNFNB12000Uz/bY01oAddYeIMUyEFCGydq9fhiAZ+9PmDA2jZLYgSZzlytjlXRYN7gwf1O5fK6KXPu9FdEwUNMWAQy2Iy2bwqYnaca7+YpzP5+M3v/nNRE9jr5gs8/QwPjBMq5SRGwvS576OJJMeJhaTqsDWNE3a2tr46U9/yuLFi/n4xz/OV7/6VW655Zaaz7n66qsZGhoqje3bt4/L3BTLQjNMyIMyQsnlQNIkSfgCQEARlY9+v8gaKZIJViq8uIdLvdMMQTEMGSVERgmRIswIUYaIM0Rc7ElbCQbMRtLJOMXOoLAr2KEIW4bN9sjZ6UgGEGRPqnIWEdm9nGvInWY/grUtgHAbtIbgEAVmKw7Jk6MNsfZqRei4SDP5KILwSfsJP6C6S7PcFhDu1Vgt64d9gPTdM8BnFQiStcu00iVhhgBZfAUTLW/tXtmas39Fg6AMiduqUX87ykCp3KvW8FDfqOc4V45KRd2JhIwbcUTQmQHMBTpE03RUEcOvlJdayISgy/OUBOixIo2+ATroYgY7mclOOuikzXY/baaPBpv4xUmWCuulOJSPQqmKwGdbPPgolvX9uUs03V6hcoDQE3afk3bv7s5AR4JK6ICi2L8Gv3yDU/MzP9li3Ic//GFWrVo10dPYKybLPKc7Urkiw9nC3h84CvQM5ygYFqoC7bGxsXGSpG/HwNiSPsuy6E5m91iJ5GF3TFh5Z0tLC5qm0dXVVXa+q6urppT7jBkz8Pl8ZSVORx55JJ2dneTzefz+3Wv5A4HAwfMgk37gdv8XGWxfOCdX5Qd8ql3W6W5Vk3Wfe+rps4+tkEIhpNp6ciEyJeoSIVVafsQYScXJDQSxenRhTi57+XZZMJJDiLbIHj5J7Ao4qS038zEpbYPTDrFmaAlDkyY4oJQ8lwk4BSfZJgmXTBhKZXVpx+eXvzvFruyUF1IpL9+UtZSjqae0/bJkhSiiVMpPvrwnx8rht/JCfVVm9yqzfQX712WvLbUimJqFoQB1JGVdIEC+xsKnUFEm5mF8MSXjXAn10Ccm44QMlHHELlOrsGUIBIVoS2X5vBy27U1pJEBNFAhG0zSrvcxgJ7PYSSvdxBnGT75E3IySQ55jlq5goeFDQ6doi6w4zn1O7161c9I5dHc4v2MVC6tUGirdAJUKEqgKcqtKVZqJ/j8aH9SKc/Ua4xYuXMg3v/lNnnzySRYvXkwkEim7/x//8R8naGblmCzznM7IFQ3O/P6jWBY88aUz8etjs/n2RqdoC5jXHEEfI9GVQ1sj9rWHx+R6Et/9vzf4z8c3ceslS3jPke17f4IHYAJJn9/vZ/Hixaxevbqk9GeaJqtXr+aKK66o+px3vvOd3HHHHZimiaqKP8g333yTGTNmVF0IHWwoFoIYpOyRc3JX7o61gC5M2HWZ3XOTPLegS5mvg/hphcEIq2RCATKILF+KCCkiJTGXpCVEXIZ7GzE6fY5oy1aE8fpOA2HFMEi5aIu7llGel+QPe4KNoB0Kh0RgnibaZaLsvpnsJkruxKHs5XX3zEnNDwXR42e5xVnA6ecbLSSrtJzra+BTZKZPlGEFben1gJlHL1iokutKDizbGnM4/6Ex8OXB1EwsRcXU6mdhtSfZ8vpcDk1dTMU4Vz+QfbuyDCKKEGyZC0qD8OFrxKkmkD18Ms6GERUIjfZosqAZ/K1p4o39zGE7C9nAXGs7LVYvYdL4yYvsm6KRUYIU8JMjYEeREComBYp2l7C/TIRFZqAsFIpo9j7UaEifY/ju9Pg5mT/pHFhEtwVq6ikTO/aoFefqNcbdeuutNDQ0sHbt2jILGxC90fVCpibLPKcz+kbydCVFD/djb/Zw1lFjQ3pefnsIgONmJ8bkegDHzWoQ194xNGbXLBgm//n4JgD+v6e3eqRvFJhQy4aVK1dyySWXsGTJEk455RRuuukmUqkUl156KQAXX3wxs2bN4vrrrwfg85//PP/xH//BF77wBVasWMGGDRv4zne+UxdBSLGEXUNJ6dH2MdctsdawsF0Y/BAMgj+Es/hw/3Sbr1f2+MXF7aJfI4NQ7EzZap1DJEq9fYNmAz3ZFswdmijjfBN4xR5DWTCGEX18Qzj9e+46xjQipSUVTED8qcyG2EI4bgZ8FLGhLt0Z0jiJwXzFsfydyJ9QXvcK4peUdz3OACzZoyPThXsqp6xm6eBaEMhkQBwC/pxNj1OE7Txp1EwRShdQ3FxXDvevRWplRIAkqJqFqpmYdSRFnMOHXuOjnSv1OXo4WJhKca5+IJVXAoiazEZEWed88DdCQhOnI5RXIEjrviiC8M3EsRWdCczNM6NxB0cHXuW9PMhZPExraoBwKoeSEdew/GAGFZLxIMNKzN5wi9qbbjFyJT1Pv13UKcgY+Cm4SJiJtld7BmnhLt6xYWt+OuQRKNk2iFJQnTx+rDR2S7PcpdqXz31FzNwtptYXasW5eo1xmzdvnugp7BMmyzynM3JF53N57wtvjxnp+4tNzI6dNXak75hZcQC29qUZShdIhA+85/bxN3tKtw/vmLp9y+OBCSV9H//4x+np6eHaa6+ls7OTE044gQceeKAkerBt27bSTjfAnDlzePDBB7nqqqs47rjjmDVrFl/4whf40pe+NFFvAQDFNFFNy8n0SaJgCkFLn2GLuajgt+0ZFFnG6VbpdJd4yoyfuyzJB4WAQs6v2QuLgKu8M+T09RUayHQnsLapsFmxxVssSGahMAj0I/r4MpSnseTEJeuRZZ0KMAc6Doej58HFEFqSpKjpFIs+rBG/4I+S5KXtObvJklvFM0T5dqz0epf3W9iqnu597z0tQKT8uRtukqiBpkLIgkaTgD9rCy+IXr6gkRUCLtKS0D3c4qUya5my+/rSoEZB9YNaR759QtWu+ke7XnfBpzKmSpyrH7jN9OKI/r02UFognIBWDWKKIHzSsUCSPmndF0OQvhZE/3GrBTMMZjdvY0ngeZbln+bsnkdo39SPP10Qfb6Il7X8oIQsYi1ZQo0GmUiakfAIAzSiUyRLCOkCKsVFIIiBvpuXX3UoVdU/TVT7+Wap50/BKusBLKCTsUIwqEBellrsS1By291MDtSKc16M8zDVkS04f+WrX+8eMzL1yg6Z6Ws44GtJNIT9zG0Ks60/zSs7h3jnYS0HfM17X9xRul00vJ6+0WBCSR/AFVdcUbPM6dFHH93t3LJly3j66afHeVajg2IJIRck6ZPDAlUV2T4AXRN9fGql9Zyf3Xv6avT5Ff0qBU3s5hbsBYUggEHShBkuxhnOxDA6A0KxcxuipLPbgNwwWNKaQWbyKklfgXLCpwJhiC6AE9rR3hUkctogvpkpMrkQRkrBsvziErKaSHIwuW6R/XGyXDJA+cazgbPmMHFIVhmc0ibnthyuEk7nf8U1EUX8R4QhkEgT9qdsny17T97I48sbqG7e6yZ5Rcr+T9EQ7ZBpUAqgGhaKXj+Bp2C7D1a/r34yktMJUyHO1QfcKr8RBGubIdQ5gwlo8AsBKUn4/JSTvgCC8EVxkoOtFlprgXDLMEeGXueU1POc0ruW+W9sh9dxqtvtjTglAEoY/MMm/kwOvbGA3pBHCYGqm6SVfEmhU7E3noq2h57s5NsbnEcpZedUexNO3C73+AOFIj6yBEWYz8nAtbdsXS0fv73Z4kwsasW5eo1xf/u3f7vH+2v5dh5sTJZ5Tme4M315w+SBV3fx8ZPnHtA1u4ez7BrKoihw9Mz4gU6xDMfOTrCtP81f3j5w0pfKFfnja06PfK7obfOMBhNO+qYMLNDcPWA2qdFU0BSh8yFJn1Ip2OJWknOXebqOLbu3r+D3kdVFli9bGoLwDRGnP9vEYF8jvIVYsLxmwWYTUimEkksSQfiGcUo75YRzrmMQX/gRUOfB4aegXmISPWeABQ0b6acRw9DIKwFM+ZmT/AvK/dLlkNk+qQQss3uK6z4LkYBU5etXW3AYVUbl49yWDhr4RLlXS1sXjaF+YiQJW2lBlwtF/FnLye65uXBlps/tT58ErRksWapbJyi6+od2v69+y7Vq4aWXXuJ3v/sdTU1NfOxjH6OlxfnSSCaTXHnlld5CZFpABoowonazCTgElEOgQRfl5u0IMhfAsWSQLcJS4DOBIH5NFswCZhqEW5LMb9nIe60HeN+mh1n0l7fgUUTbszRZjeJUZYQpOd34m018bTnC87sJRjOM6EJIS6cIiijRzOMrGS0YaPuUUzOrZN8E2VPs26ZN+qSCJ+QIMGJFsboUyMh6+b0timqpXcrfd32WS9aKc/Ua4wYGBsqOC4UCr7zyCoODg5x55pkTNKvdMVnmOZ3hzvQBPPxa1wGTPpnlW9AaJRIYW2pw3KwE9/9lFy/vGDzga/15Q08Z6c0W6vPzXq/wSN9YQ3IQ++9Qtw28VQUClf17gSrHbhuDwO6joPhKGT5hOhBhmBj9NPE2cxja3kLx5TA8BTwD7MpBMoVI+/VSSlGVmucqGY38AOnAXIgtgIUnE/ifNAtnbaAxNECSOMOFOJnBGMX+iEgcJnFIk2wJlC+Rwlk32IlDAvZLulV8TXY3Sy6LbVIetVJesxrpc9eTBiEYQpltMV/dTAedNDBEkAzRVBY9bYo5y569rOt25ZAkUEFUyLaCEgItaGLUMM4+2MgTQK/hVZWv013wWnjooYc477zzWLhwIcPDw1x77bXcfffdnHHGGQBkMhluv/12j/RNeciSzjCiHnM2KB0QaINFqjjVjKj2rLT2lL18MkEorRmagTl5Zrds46jQa5xtPsTfPfzfRP6YhpcQwldFnFgsrWYk8ZNeozYH1edCy4Jh4rPTpGcPgkrJd094yuVt2qfiQymJkChYpXJO2cMn75OZPAkFy95zMl3PUUqefcPE6LLasd5URf92WYCtxOQWeqkV5+o1xt133327nTNNk89//vMsWLBgAmZUHZNlntMZkvRoqoJhWvx5Qy/pfJGwf/+X9C9sHQQEQRtryB7BF7YOYlkWygGonT9kZ/nke3cTQA97R31Gx8kMyZvs8ka/LoavVsnmKEbRB0VVs52fdHIEREknMfqsZnp3dJBdH4a/KPCSBbuykBoEq4ty83VJ+iQrk4xMpuEagCOg43g47TDUfzJZOGsD4WCatBpikAZS/Q0U+oMwoIjd8CSC/A0idsDfRvQSvoYQkNmCaCU0EaVXUpxGZjSlsp4cCjhETqp3VhuyBrMy6yd7+uxt/hAo8yxmqTtpop+IlSJUzKJnTdQsKO4+vsoq18ohieyw+BUqeSHio5qmaN6cYNQyct6Tqme94rrrruOf//mfeeWVV9iyZQtf/OIX+eAHP8gDDzww0VPzcNAg6zKjiHTeoRCaBa0NcJQGRyqwAJgHzMbxC5U/Z9ljNjBHDHVugeAhSQ5p2cSywBrOSv2R973yMJE/plGeN8m9Cb27oL8bkp2Q2gH5bWBtRZDBLYhKiheBNaD8CZT/A/Ux8L9oEH47T4xhwqRL6sAiaksaaJbKPd2otHAwXLedoblM3J3zOfwMWzG6zHbMbQqMyP7saph8PXyVmAoxTlVVVq5cyY033jjRU9kjJss8pwtkpu+42QlmN4bIFU3+vKF3v69nWRZ/eHkXAO86/MB77ipx0rxGIn6NzmSWF7YN7vd1iobJn97oBuADx80Ads96etgzvEzfWMPdeqaCpju3FbnzXDkksdMrfvrKH2doYChqaVc3j58UYQbNBrqK7aQ2JzDe0OENCzYbMJwEsx/owynrdEtT5nGa76ShhK1jHlsIRx8ievjOHaAp3E9KCZM0EgzlGsn1hrAGNEH0ZPJQZvj6gB0Intlrn5NxRHr6ST5m4JRiyTKsslYSWTNajfjJnhX5C3cvYhT7MTroCsQVlPkWM9SdNDBIyMwQKORR84K0ldoaq5V1uq0niq7LSy/GAqgmKKbYwbImeC2VJ4A2RTJ9r776Kv/93/8NCLnwL37xi8yePZuPfvSj3HnnnZx88skTPEMP4wu3LUMDMAOCM6A5Ch1+WAQcgpN1C7F7/PQDfgv8FlqsiB4tEowJW4ajA6+yLP80p/Q+z5Evb4B1kNsMqW7oz9r5RUVUhwdSQnlZta9rAAUTDFNEJ9/bEC3YL9lqEJ05wogeJaf4yRLER4GCTdbcPX4Sjm+fk90Tj9g90yfaFE372KKIRo4gI4UY/QPNWLuAtNylqvx9wuj2e+uzr69WnJtsMW7jxo0Ui/VZQuvGZJnndIDMbgV1jbOOaue2J7fw+7/s4pyjq3u/7g2v7kyyqTdFQFc566j9u8aeEPRpnH10B/e9uIPfvbSTxfMa9+s6T23sYzBdoCHs452HtfC/63Z6mb5RwiN94wG7nUxxZ63kQqTSHNjty1frnE2IDE3FUDSKaOTxkyZMP83sKM5i/eARGE9r8KQFLxvQKUs6BxCsTJI+N5OB8l30JqBd+PAdNwM+DdF3ih6+IRIMWg0M5RoZ3NYuMnm2giV5HG/CIWAXwiaiE0H65Es12O8lRDnpc79fiZJYp5vguX+6exENHLWGSuLnh4QKh1goSywWaBtps7qJmGmCWcsRK81U/HQrd7qtKGS7o2n/SodBydh2HXUCw1Uetvt9dTTRfUAgEGBwcLDs3IUXXoiqqnz84x/n+9///sRMzMNBgOzLDSJqMWeDcjTMDcERCsxHZPhagYBV7ncqSV+phN5ACeWJNiVp9A3QovYyh+2cw4O8t+dPzHvtbXgE2AbJfhjIisgJgAVKEYJFCGadovERoBunO7q1B04GGnygzILGo4bJRkOYPrUksCKN2fP4UTFQXF/BMvcHSkmN023Z4MCyc3yaTQlNcgQZIsHAUBPDz7fAjqLd05d3PW9/yzlloK4v4lcrztVrjFu5cmXZsWVZ7Nq1i/vvv59LLrlkgma1OybLPKczZHYr6FP50AmzuO3JLfzupZ18fMkcTls4+kzd7/6yE4AzF7URHeN+PokPHDeD+17cwf0v7+KaDxyFpo5udzxbMLjut68CcN5xM4nYpaxepm908EjfeEH6wuUolwuv1tMnhQEqfftk9suWCc/7/eQVH3nbqqGXFt7kcDb2LqTwYBTuB94oQM8wsAHBvmQ6aoTyMki5BR5CEL4O4DCIN8G8CHwUQouT6DPS9NPIcCFOqq+BXF9IEL5uHB0Ytz+hXAn1u15St18ihlPaadrnC/ZPmd2T6wsTynv4JDvLsrsAjYS8gFyc+IAGmOsncswwhxz/Jgu0jbQYPYRyGSc76W5xrOzdq+ZoIZOjg5QqZpW8/X9YB8jjR6O6iXe+6tn6xQknnMAjjzzC4sWLy85/4hOfwLIsbxEyZSF3zHREbeaxEOuAI4JwKnCYfboDEU/8CJlk3UQJFNB8RXRfEV+gQNiXIaDmCCppWtQ+OuhkJjs5jA3Ch29jP7yB+DwXQbMcYuduR5Zc0kKEgl3AThzhYrAdcbqA7aBvhsRhQ1g+W2CFCAV89ufTcFmuK6WyRKf40ylTdIrcHZIn6hhEEDVRSRHhbWazq3cGPGRB4S/2ROQnfup91deKc/Ua41588cWyY1VVaW1t5fvf//5eFTMPJibLPKczcjbRCegaJ8xp4FOnzuO/n97KP9/9Erd+eglHz9z3vrxM3uC+F4QFwnnHzxyX+QK8a2Er8aBOz3CO1a93cfYospLpfJEv/eZlNvWmaI8H+Oezj+C5Lf2A87vwsG+Yet8EEw1J8Nz9eNXOuYdecX+l+IB9bCoqpiKyfCNE2cZcdr49h/5X2uBJBTYUYbAXjG4E85LqKi7jQMDZPZeGVU3APAg3QUsY5mnQCkVNI5MPYhgamaEYhf4gVr/mXFZ+1txJNnlb8kkQhK8FIZ4gSa6civs9S5eFku2eLO2sZGDu1Ju73lJ13bZVG/xhOEwjunCYo/2v0EY30WIGX94URK2yX6/SvaLakHO3CaOSBcsA1bQw66CdRCwea2X66mCCo8DnP/95Hn/88ar3ffKTn8SyLH72s58d5Fl5ODjQEcosi2BGM8wLwEkKnATMMVBaDLREET1koPoMVM1EUQ00rYimFvGpRQJ6jrCaIqxkiDBCG93MZCez2MlcazutqQH86YLD3HzCW1W3KxrddQQy0hRwWnplR7TUiFEB8raPZzeEWgoU9QzR8AghEmQJoVO0rRd27+GTIi6S/LlzaxaKHSJV25hd6HdaKAzQSFfPTAbebIXnsL8DUtSzufqBolacq9cY98gjj0z0FPYJk2We0xml8k6fWPN8+dxFPPlWL5t6U3zkx0/xtfcfyadOnbdPgik///MmuodzzGoIceaitnGbs19XuejUefzk0Y1894E3OGNRGz5t75UHb3QmueKOF3mrewRFge9ecByJsI+gT3zOvfLO0cEjfWMN2R7n7tdTqpyr1d8nCZ/mHFt2r5tcEGQJMGA1srFwGF1vzSC1NgZrgc5hMDoRe9CDiC99t+GczIRJFbwEQt+8DZgBkRA0aUL2PATFgg9jRCWvmBT7IkK0Zch1Wfd7rlTIi9r3hRCcUpI+aW8gyZ3MaMrPvmzdK5E+t0leNQ8FtyyojsMYdVCi0OhHO9Kg4fBBjuI1GhkgVMyj5ynv1ZM/q71EpV+fJLvuDKFh9/RZlr0gmzjkCaDWzPRNLvGGj3zkI3zkIx+pef+FF17IhRdeeBBn5GH8ITdwQkAbRObBYT44RoGTLbRjCijNBbRYAX8wj89XQNcL6JojbSIEUwqEyBImTYQUMZK00WOPblqtXiKpHGrBpla2bY7uA58KiuHMBpx2bRmJpL2orJmIISx6MBGxoQ/8AyahUJ5IOEWAXMm/rxrpk+WKtUif+7cjY4yFQsHy0WO10r+9lZHXo/BGFsxBxM7c1F0Q1Ypz9RrjMpkMlmURDouSkK1bt3Lfffdx1FFHcfbZZ0/w7BxMlnlOZzjlnYL4RAI693z+Hfy/u19i9RvdXPu/r/LAK52sOHMhpx7aVJP8beoZ4ZbHNgLwxfceUbreeOHzpy/grue2s6knxU8f38TlZxxW87FdySw///Mmbl+zlXzRpC0W4KZPnMA7FojyVUl4vfLO0WHUpO+SSy7hsssu493vfvd4zGfyQ3Iqd2+eWuN8teHu/XOpWVqaKAHKEKKfZt6yDuPJt8+g8Igf/gissxBSmT2IVJz0HCji1FJKoyopitBGydxKj0CDIjhgFOEvlQpgWQgfPqnMOYyz4nEn16TPoPRLBmfNYXNKmnG8rrCfn7OnJZN6JQFOucTKVgy3B4Ts8ZNMGZwlWALU2XCSQvy9/cxZtomTeJGYNYxeLDriLbWGLFetLPWUGU4FUb46Yk+njmqK9tzTN7lEDiYKXpybSOiITakZoJ4Ep/jhbOAEC44yaJzVRUATBEq1CyF1inbexyzRJh9FgmSIkCZMijjDNNFPIwPESRImLT7jFo4PXxR8QQj6IGiIUFWktI1UNiL2bDUE4WtDkMUS6esBOkEPFYi1DONT8mgUS4btQFl2T6gy+2yRLh8mWo0NJAvN9v4r4GeYGG9kjiC9Jgp/zsDgVpza+qmL2j199RnjPvShD3H++efzuc99jsHBQU455RT8fj+9vb3ccMMNfP7zn5/oKQKTZ57TGTK7FdCdv/WmiJ+fX7KE257cwvX/9zpPbezjqY19nDS3gY+fPId3H95KRzyIoiiYpsUTb/XyT3e/RCpvcNLcBj44jqWdEvGgj38++wi+ct/L/NuD68kVTf7uXfOJB4WgQzpfZO3WAX7/0i7ue3EHeUO8z9OPaOX7f308zVHHEDmge5m+/cGoSd/Q0BDLly9n3rx5XHrppVxyySXMmjVrPOY2qWApYOigybJGmdHK2Q+Qeim1fPr8FbflsZ3pMzQo4KOPZtZzBI8WT8f4Hx1+B7w+AmxErDJGcMiebD6T7FHK24URDKwdaAIl7pC9oP3QNILoyR42qQMje+CylPcqyo15uUaJ4QhrRhHXT+D0LkpNgZT9eMnfpEe8UUSsyKRCjHxxybJknaVcjkmWrIv3FGiBlih8BE6c+QLv5AlmWTsIZTNoWaNcrbOWH5+b8LnPS9InXS9s0RetCJYmApC5D2UL44UcAZQabvG5qmfrH/feey/nn3/+QXs9L85NFGQ1whyIzYf5zfAJ8C9NEZmbpDXaQ1DNlmXLRH+cVep3kyRQp0CElE360sRIEiKD33bN85Ev34yz98N8YQiOQCDraEu5SV8Qp5I9Yj8thghzGogYNozYJOsFPWYSa88SimfRFBPsHr4CPgr4yCHUPbOEKJRm7mSwKr36JPL4SRKju9hO6vfNmPdqsHYQWI+IlWO5A67hUteqC9SKc/Ua41544YWS5cE999xDR0cHL774Ir/5zW+49tpr64ZMTZZ5TmdUZvokFEXhb0+bz1lHtfOfj2/k18+/zQvbBks2CYmQj4awj/6RPMM5sSl05Iw4P7t4yQF5540GnzxlDjsG09z8yEZ+uHoDP37kLdrjQYqmSfdwrsz1asm8Ri4/4zBOP6J1t/l5mb79w6hXpqtWrWLHjh18/vOf56677uKQQw7h3HPP5Z577qFQqJSHnmaQrWRuNcpqpZyV5yotG9y9gKogfaaqkCHEDmayJTmfba8firlGgR3DkO1F+CTY/gFuo8AyKwZ7K5sYolcmBoREE0tIcawTwPGjcyfZMji8SwqCDuMk3hTEiiiOIHlN9kjYLys9+SS5le8Te8ruuilTSoIO20OSvRROw50ktjLlqFHy8mpogOOh+ZQuDm3cyHy2EGUE3TBF2ValzV/lqNbLV+28y9++zFpwAiFzHdWGWaf9LnvCT3/6U1asWHFQX9OLcxMBSfiioM2CtnZ4h0Z4aZKWOd20x7po9A0QVUYIkyZEpjSEF16WADmCNoUK2sdy+G1KJQijXYbtB8stqBUAJQCK3ykWdwv8FuxZBhCET/q1lyia3LTK4vT8ZkDLWmiWWJyYqCXHPpmtE8RPzD5HkDx+cqV3FCi9owxB25s1Snexje7+DgZfa8F8TIMt/TCyC6E7KmPjWP//1A9qxbl6jXHpdJpYLAbAQw89xPnnn4+qqpx66qls3bp1gmfnYLLMczqjWqbPjTlNYb714WN54otn8E9nHc6xsxKoCgxlCmztSzOcKxIN6FyybB7/85mlZRm08YaiKPy/cxbxbx89joVtUYqmxY7BDF1JQfja4wE+cfIcfv33y7jn8+/gjEVtVQmpl+nbP+xXT19raysrV65k5cqVvPDCC9x222186lOfIhqN8jd/8zf8wz/8AwsXLhzrudY3FPsr1i0TLkmNxZ6FXGp585VKO6GoKYwQZQvz2dS/gL5n20VJ59AAToZPljxKIiSb5Xw4splyqRIXt1W/wwulQTo4pEaWK8lVzwhO1k++RARHrVQe+3BUOAOUG7EH7dcwcUif7KfLWML4igyC7A3hlKtK1ul+j9LcT5au2lm+WVHUd5jMPWoT832bmMlOQmRsPz3X3PZE8NwE0P1Tbiy5hV/GY421n8jjQ6nZ0ze5AuS3v/1tbrzxRlavXn3QX9uLc3uD/AyOFWRAaYToDJjfhHq6QcPRvbTrXcQYxl+ljlq1N7nkTHzk0e1CST95O7Mnc2iOiIqhaBhBBT1oifgURsQmWWaP+IhLVxrZni3DXAhnr0u6gpoFsHKgSOKXE8q+Sl567CllPqt5Fy3NEiyVdxp2zlJ698kyRhMVw9LIGkF6hltJbY+TfyYCT5rQ0wnGDkRwrj+LhbFGrThXrzHusMMOY9WqVXzkIx/hwQcf5KqrrgKgu7ubeDw+wbNzMFnmOZ0hs1uBvfTgtcWDrHjPQla8ZyHZgsHWvjTJbIHGsI85TeEScZoI/PWSOXx08Ww6k1l2DmbwaxrtiQBtseDen0x5ps+yrIOWqZzsOCAhl127dvHwww/z8MMPo2ka73vf+3j55Zc56qij+N73vlcKFlMdspRP1Q2nt02WeGZxSF+18k5/leOK0k8joJEOhnlbmcWfOY0X3z4R7gM6R8CQWb6i60V0ynvdJOmT+9JR+zgk3OPd9hBy40j2tMmkoSz37EX473VTbqEFJR5Z8lKWz5WkT3LNOE5ZqFyfZBEcbwCwhhBEVrq7D+I02FUKt8iCqyiiq+Z4WKLA2aBdWOAM7REO501a6MVPHs2wRKZP7shXK/OsLPl0H0siaNnnZXlnDjQDinWwziqiodXY7a6l6lmPuPLKK7ntttt46KGHOP744ydsHl6cqwX5AR+rvylZgn4EnBZBf3+e8AcGWaBtJMawKMcsedjt/gUvyjuNUkZPCrlI0idFVBQsWxArSDIeJNaaxT9silATA3zinY0Abgole/gsHMJXdM0kC2SzoGfAL1uq7SoAy8AmeSKDlyHEMDGSxO2Ow3CpvNOwRVxEz5rusnFQRTmoGaB3Rwe8rsELCvzRgld6wdyM8Gad+oQPase5eo1x1157LRdeeCFXXXUV73nPe1i2bBkgsmknnnjiBM/OwWSZ53TG3jJ91RD0aRzRERuvKe0XFEVhRiLEjERo7w+ugCSspgVF08KneaRvXzBq0lcoFPjtb39bWowdd9xxXHnllVx44YWlXaD77ruPv/3bv512iyELBJGR/CqKIEvgkBz3kH1/exB2sfxQ0HWGlRgvciJvP3koww81wQsWmG8jmFjB9SJQLhda6VIcdP1UQFHKFUOlNnkax1pBRRCyPoQx1Qb7tvR0B7FYktlC+fl1i7zEscVCLfSWFKalYik6Fn6xquoHhgwoZnCMAAdw1GOkbKZkkbKOVirHzABtLhyrwLnQcloXx8xcxwJlI030EyQr/K3cpZ3SDcJtBVjZy1fNKcJN+vKuqdUJCnvo6StMosXgD3/4Q37605+ydOnSg/7aXpybCPhAiUFiPrwrQGzpAAtCb9JGNz67QVgSolqqlhqGK6tXKFEn1ZX9keWVeUWIoIQaivjb84L0hcWF8qaIQLso9+GLUN5+LLeg5L5VrgiBDPilyJNMTIYU0oRJEmOQBvppoo9mhomRsvVFswRtMReXHI2hUSzqFAp+8lk/5rAPs88Hr+rwDPCKBS/mwXwBsRuXcc1qaqNWnBttjLv++uu59957eeONNwiFQrzjHe/gX//1XzniiCNKj8lms/zTP/0Td955J7lcjnPOOYcf//jHtLe37/PrfPSjH+W0005j165dZZtY73nPe/aoUHywMVnmOZ1Rq6dvOiHgcwhvtmDsk/2Dh/3o6ZsxYwaf+cxnmDdvHs8++yzPP/88n/vc58rS/meccQYNDQ1jOc+6hwVYsq3MXc5YqcxZ2bdXTbnT1e9X9ENWDzBAI69zFENvNmC8psFADixZ0unuadvTC1Q2GirOU92WCbKU0Z3tyiL4Vw9iJdSPw8eyOCugkrE65ZWlCVCbigSaU0TjwwQjGXQ9L9YoXUB/EVIp++LS3X0Ip7jKxCnnlOnUMEKFdCYE26EjDoshsniY9gW7WBB4i0ZlgCAu4QcTJ9Pn9qqvPK60aahW6ukuBS15C048avXzyTFZcMEFF/D1r3+dTZs2HfTX9uLcwYZdH64m4IggkaNGaJrTQ6vaTURx7A5kiabMfTnHznB3d0n3O8X+cLp98HIESBEhG/WTb1JFxYJdqm6Yjg+f7JJ211HIkk5wPvYWUDBsDSq5cQQU/SrpSIBepcU2i2ijh1b6aKafJgatRgaMRgbzDQxlEgylGhhKNpIcamRksIH0QIJsb5T8jjCFjUGMV/zwnAIvWvDWCIxsQ8RMd2nG1MdYxbjHHnuMyy+/nKeffpqHH36YQqHA2WefTSqVKj3mqquu4ne/+x133303jz32GDt37twvYamOjg5OPPFEVFUlmUyyatUqYrEYixYtGvW1xhMHOs/rr7+ek08+mVgsRltbGx/+8IdZv3592WOy2SyXX345zc3NRKNRLrjgArq6usbj7Uw57E+mb6rB/d69vr59x6gzfTfeeCN//dd/TTBYu+62oaGBzZs3H9DEJh0UBVNVQTOxgqBIkUyZLZMiL5XDXdbp4mmW/bMQUBnRQ/RYrbxSPJaRDVHYWIS8rCsEsRxxLz0k3M16leTPTuu52+KkbYK7Vw37vixOeWcvzmZyCCcBZ1G+5pDln3FQmgz8LVkiTYPEfEmGc3EsQ6fQY8FWE3rTkO4DtiJ2rEcQixip7OI2L5S1sxGgDdS50BiFhTq806Lp+G5mztjGXLYRZViUdVkGqmXuvk0vjyWBc99fy5xdvl83GayjmFNEQ50C5Z2//vWv+dznPsd73vMennjiiYOqnunFuYMNFYiA3ganQPPCHtpad9KE2LSRZE0YlFslg3LVlWKXmT65weMMq4z0FdHI24qZI0QZCQ+jNxTwtedErPI5bczy0yIdHezqz9IemXz1kv6VBUVZNWD7kObDPnqiDWxjDtuYwy5rJp2002e2kLFC5Kwg6XyIQs5HsaBjFHSsnA8MFQoK5BWhX9WJqDd9yxJZvvU5GO4F3kD0PU+PDJ9ErTg32hj3wAMPlB3/8pe/pK2tjbVr1/Lud7+boaEhbr31Vu644w7OPPNMAG677TaOPPJInn76aU499dR9ep2PfexjvPvd7+aKK64gk8mwZMkStmzZgmVZ3HnnnVxwwQWjmvd4YSzmKYn0ySefTLFY5Ctf+Qpnn302r732GpGIKJS+6qqruP/++7n77rtJJBJcccUVnH/++Tz55JPj/RYnPbxMnygNDegquaLpKXiOAqMmfZ/61KfGYx5TBpYfFDuzRSOOkBpUt2Wo7OGTZNEemUCIHq2Vt4zDeGPd8Rgva7A9jUizVfbTuM3J3cox8kXcKgX2frVMELqJm9ypTtu3Vfu2W6lTR6yCmhGtdNXUOSOIss5DIDG3l0RogAYG0TDo3zmDzPNxuMeC17rA2ISd8sOxnXAvqeT7iNq/3Jj9Cz4M5kThOBXebeH7wAgLEm9yOBtooZcQGZElsPL483nhz+cmd5V9e1IvplZPn+Sg0turjsieRL70/13tvjqccA0oisJ//ud/8pWvfIUzzzxzt53i8YQX5w4GpAWAFGHqAN+xcI7CjJadzOZt4iTRMCjaX1WmnV9TK/6ORTZPnBP+fVLH0SgRPqAkkFLAR4YQI0TopwklDKH5Pehz7WnsgNYe8Zwgjg+frGZ3i3S6t9kMwJTV9Q3AkdB1aBsPcQaPcjrbmUOf1cJAoZFkfxwr44e85sSXKqrA5BAVFhuBTcCbwIYMWK8iSuE7cYLa5Pl8HyhqxbkDjXFDQ0MANDU1AbB27VoKhQLLly8vPWbRokXMnTuXNWvW7DPpe/zxx/nqV78KiNJwy7IYHBzk9ttv51vf+lbdkL6xmOfBItLTFV6mT0CSPi/Tt+84ICEXD7vD1EANgSJFS0I4GbNqCTepZhly/bRJUzaokFIidCttbCouwHpega0KDEkhcXeGT0IeK5QrtFT+1MrLOqF8sZHBIYMqYpXjFm2JIHzdW4AOxAJH6sSEKfXwKU0Gibm9tAa6iCtDhM0Mfxk6jtSdYfhTEv6yBYw3EexYlnLKxYt8D+5+xKj9os2gtkBbBJaocLKCdmqRIxLrmaXvoIl+wqTx2309mmWiGa5Mn1xQyaym+9h9rmJYstYLnFLROos3eypxmkzlnRLf+c53aGtrm+hpeKgKWR4wmr8ruZnjjl0+CPlhlkZsSS8N8X4SJAmQxUAv+e+ZqCW7BbdxuWJn9OR1Vduzz5mlUqKBOfwlT78RYqKLTjcIRrM0LxhGOQZiBVgCFIbsfTEV/KodLovCUSaXg2wBCqYQcDKAliBEmoB5wOnw5KJTeLZ1MautM/hL7niSA01kR8IUh3WsYQ3ydjZPikS5qwekJ+owsAWR0OvKQ88IWG8hRFsGqDv54IOEWnFOnksmk2XnA4EAgcCepelN0+TKK6/kne98J8cccwwAnZ2d+P3+3Uq529vb6ezs3Of5Dg0NlYjkAw88wAUXXEA4HOb9738//+///b99vs54YzzmOV5EeroiWxCxbTpn+kC8/2S26GX6RgGP9I0RLAUsVcFUhQtCqfowiFP2WGnNUC3jZ4u3GH7I+fyk1SCDNLDLnIG1GUhaUJSNd5K11ZI1cCu0uE3aXaWd4Gy4y8vKzJZO+XpOtjM1ILa+GxBJt2b7p6y6tJNxalMRf3OWRGiAuDKEZpgMZBsZfrAB88+D8GoXDG9A1Cy5lTllzansopFsWLLJZtCbIBKH+RocqaAfkSd8yDDtvi4alCEipPDb0u06RZv0Ub1ss9Y5V5mnZd82C2DZfFQzXNOtI+GoPH4hkFMFhXpSnBkFrrzyyomegoea2FeyYblGJfwQ9qF2QGNjPzHfMEGy6BiYaDapU9AwSmbltUifWqKEzuvI50gRl4LdDyiVNANKjmE9Snx2Gt9RhjCO8OEk0WQBhb0hZOXAlxYG7sUCGAYYiiB8vvlgHK+y4bhDWdOylGe1JbyWPpqegXbyPWHMIZ/Trlwt5sjjFKJqsw+R3duegWHpy7oTR9V4+hE+qB3nZIybM2dO2fmvf/3rXHfddXu85uWXX84rr7zCE088MWbzlJgzZw5r1qyhqamJBx54gDvvvBOAgYGBPZaRH2yM9TzHikjncjlyuVzpuJLUTyfkirZlw3TP9NliLl6mb9/hkb6xgqJgqgqmZmBJ0hdD8BTpC1etn89deRkEKwhmEIygSlYPklYi9NHEDnOWyPJloHx33cAhSaXJ4GT13AIvbgJoP07OzS1gkrEHON59KoLcNeN48ckspczwyeM40Gjha8oSaR6kgUHCZpqBbBMbdizE/J4KGzbAyEbEbrXbhsEtRiN/OZLwxcQElHaIRGFGAI4HjrMILkrRMruTZvqIMVwq6ywJPJhF9Fo9epVZvj2MQkFIBKNAyK0tU0cbbgYaao2P9mTM9AH09fXR3CzSzNu3b+dnP/sZmUyGD37wg7zrXe+a4Nl52DfI3a9qCEDMjzLPpEPtJKoITz7ZlwfOvophxy836XOLtbhvO6+s2H2B0gbBtMVcRG+fMDyPkZozSIQ8vjYDZQ6wDZQkgoDJrFsOlCz4pUpnFhEfdGCeIHyp5WHuP/ZsHuQs3sgs4u3eubDdD72KIHJDrudVCkgV7Psk4dtlwXoTcoNgdSJKOntwWOPk3Mg5UNSKczLGbd++vUx4aW9ZviuuuILf//73PP7448yePbt0vqOjg3w+z+DgYBlJ6erqoqOjY5/ne+WVV3LRRRcRjUaZO3cup59+OiDKKY899th9vs54Y6znOVZE+vrrr+cb3/jGAV1jqiDnZfoACNq2DV6mb9/hkb4xhqGp6EFTEKEGnOyYrMas9OJz98HZpZH5iEY6LHagB2mgkxlsNudjbVcg62Zk4PgsuOG2bHALoFQ8rtK+IEd5uacsNZWcK4qTdJOkT74ftxNEHPSWFKH4MDGf6Ml5aeh4Rv6vAfP7Krz0OzC3IHr35OJMCs5IfTx5HESkEWW97DxojsJ8FY4C3gH6SWkS7X3MYTtN9BMjSYQUQTKOObNZLO/Tq1QmTde4z9XTl81B0QDLEk4XQHkCtU6yfXvO9E0usYeXX36Z8847j+3bt7Nw4ULuvPNO3vve95JKpVBVlRtvvJF77rmHD3/4wxM9VQ97xN7+7sLQEEQ93KJdEUbsAbsu3t2XZ6Ch2Z191m4fOKvUx+fOfEkBGIAC/lLpZx4/fpv0SQEYVIvYvBFis0ZoOHoYfTOi1bgPxzI0Tcmbs2TLYCLi/Rnw5rEL+MMxZ/FfysVs7jmM4d4E7NLE/lY/gjgO4bQtVyoI5xBVm10IUc6+IlhbETWeUtV4mOma4ZOonekTf2vxeHyfzMQty2LFihXcd999PProo8yfP7/s/sWLF+Pz+Vi9enWpn239+vVs27at5GG3L/iHf/gHTjnlFLZv385ZZ52Fqoov20MPPZRvfetb+3yd8cZYznMsifTVV1/NypUrS8fJZHK3bO50gWPO7mX6wCHBHvYOj/SNA0wdjCBoccRCQCbjpIJntbJOO0uWDyrkfD5ySqC0+zyQaaK3p0181xcrm8iqGRW70097SkNZQnWgiOCRCs7iw3Ldxp6jfOnKIW0f5HvUwLRU8oaP4Vyc/l0dpP4nIko6N7xlE75KA0PpvVfNtd4u6VQaIRyGw1Q4XIEjgcOgoXmApmAfcZKESRMkS4AcQXIEyBEo5vAVCihZxGJN9ujJ45zrWGb9XNk/Mw9GAXIF+9cPaPJX6kpKGqoo851oFNFQpoB6J8AXv/hFjj32WH71q1/x3//933zgAx/g/e9/Pz/72c8AWLFiBd/97nc90jfhkM2/uxOxvTe92jK/IT9Km0WUEQJ2abZpK3RKmueodVpYuzkO7Z0AidnIjJ8QdMnjF9lERXw+MoRI6REy0RANhw0RbC7gHzBFqWcvIla644hsPV4ETx55CmtalvKQspzNPYeR3hWDHg12KuL5Awi+Jv0gZEyVvp9ZHKXOgTxkh8DqQzDGLvvOLNPFgH1PqBXnRhvjLr/8cu644w7+93//l1gsViovTCQShEIhEokEl112GStXrqSpqYl4PM6KFStYtmzZqHvPlixZwnHHHcfmzZtZsGABuq7z/ve/f1TXOBg40HmOB5Hel57M6QJZzigzXdMV8v3LclcPe4dH+sYYlqJgagqq33IqEqUKJpT78LktGgJiFPwaec0n6QppwqTzEXKDYXEdw8205ALLvdBSaozKx8kJ4+wuy/ZAKf4pH67jlB25E4fy+bK1UC5e/GApGoWRIJbhI7M2LkRbXu2E4Y2I7XFwjPxkXag7Bep2sE8I/y5/DFp1mKPAXGCOhdaRJxZKEteHCZMmYBM+4eslsnx+o4ieN6sSuqp9fRX3m0XRt1MsCtEGxfa0LyVUpV6OKv7/J5r4FQhg1VDvLE6yUrDnnnuOP/3pTxx33HEcf/zx/PSnP+Uf/uEfSrvPK1as8Jr+6wIycChVzu2JnMgdIz/4dWiwCCoZYbNil7BL2wXxz7StGpzb4ir7ToDEjJz+vrydLTJLRNBPXglg+DTwWUT1DMFQHj1cxBczIQuKVNpUoOhThS3DglaebV3Ms9oSXs8cyXBfQhC+HkVkCvtxSF+KciVgC0EmU8CwBX0FSA+C1Ysge704qsZuNanpi1pxbrQx7ic/+QlAqYxR4rbbbuPTn/40ICxcVFXlggsuKDNnHw3S6TQrVqzg9ttvB+DNN9/k0EMPZcWKFcyaNYsvf/nLo7reeGEs5nkwifR0hGfZICDff9bL9O0zPNI3llDA1FRMw8T0gRUBGkAZwWm9cGf6guXDCELe5yerBUkTIk2YFBFyuSAMaLb3riR9UO61IFFtt919X8XuuGEJ9bgs5Zk+GUskAZQVpbL/pIBTgZnFSdT5gBGwrACFTED48N0D/GWzLdqyzXVRmdmTkp+VhoWytLMNfFGIh2AhsACYb6HMNQm1JUnoQ8RJEmWEMBnCZErZvgA5AvkivpxV7j/o3ql3q3VmXaMg1DqNvJ3ls3mjaoFqUvKTlu/dQoj5WOrEllwYtuRFrfsmE/r7+0vlPtFolEgkQmNjY+n+xsZGhoeHJ2p6HvaIfTEKl4zHBwEdJQEhsugUS718oqDTIXiiZ8tEsRU5AVu4Zd+/+GWPXwEdCNriLj7yiA23LEEKtoF7NDxCJJwi1jpMvD2LlrWwJGELQSbipyfayMOcyWrrTF5NHy16+HbaGT5ZGtqDKA+VfYAylkoBrRQwaEHSgHwS2IzDFGUToKwF9VArzo02xlnW3jcMgsEgN998MzfffPOoru3G1VdfzUsvvcSjjz7Ke9/73tL55cuXc91119UN6RuLeR4sIj0dUTRMiqb4m532Qi66FHLxYuK+oi5I380338y//du/0dnZyfHHH8+PfvQjTjnllL0+78477+STn/wkH/rQh1i1atX4T3QfYWoqpt+EuCWs5FKIdY0kR1W8+awwZMI+RtQIaZu6jBBhhCi5fEA09eeossE7Wqn0IoLd2ZOxlPJMlySj8uGyNBUxzxJhlZlKmbWsfJkRxAb1VtP24XsToTjnNi0MIsheI04vn065WmcTaI0wU4NDgWOBw4H5oM42aA330MAgCYZKI8owUUaIkiJEBi1nOEp46RrD7c0nCWAOcmnIZSGbd9ZppYJZ2e9o9z6aen2Ud+YIYNTM9E2unj4Qfn17Op4MmGoxrjrcG1KjgV1PrgMRq6S6K3v5pFUDOBk9Ke+iVbV/2B1SxkXCKhFGf5klhJ88OYr4KJAlSIooQyQIkMNPnmA8ixYT8yrgJ02YHqWFbczhMU7nL7nj6BloF6It24FdCN7Wa9+WrjR5nJgrLXJ6ACMF1gCC8HXilHNOX5XOWqgV5+o1xq1atYq77rqLU089tSyGHX300WzcuHECZ1aOsZjnwSLS0xFupUov0+dl+kaLCSd9d911FytXruSWW25h6dKl3HTTTZxzzjmsX79+j95cW7Zs4Z//+Z/rUrnPVBUMXaXoN9Cl/oi7vFMms+xkl+mDok8hp/pLanIZgmQIkSVA0dIrEnruJrrRLgKkXGcOp/dPBcv2i5KXkxk8WcIIYnEifZRdTy217UhOmUVsTvcXoTdtG68P4hgWuhsZKzN8Go70qe39MFNzSjpnAzPB154l0pykgUHiSpIow0RIlUaYFCErQyibQ0ubKFJ8Qf6s7O+TGUApyZ4HIwuFPOSM8nWazE8SQAjahCll+uoB5h58+sxJ1tMH8OlPf7rUy5HNZvnc5z5HJBIBKJPwrldMxRg39hCEUTGFubpU3S1W+Ypy/Pf2TP4V+7GyPFSELLOU5ROvqpayhBomBlrpdUUm0EeWoJiPIoioED1WKOAnSZxu2tjOHLYzh+RAE/meMPQpTpJuEEcAJsPuMScHjFhgDIHVg2CIvYhdKhmkvB6+StSKc/Ua43p6eqp+3lOpVF1tZE2WeU5XuEmfl+nzMn2jxYT/xdxwww185jOf4dJLL+Woo47illtuIRwO84tf/KLmcwzD4KKLLuIb3/gGhx566EGc7T7Ctm8wNBzVS6l8qVMurKkL0mfoKgVF9JLkSjIkQfIEnIVP6X9LYXT/dbKEyi0T53Zit3eQTcvx6XOXQWZw5MqTOIsYuYPdjdiU3olQE98CbDWgMw3JPkTKTzY2yj4+tyWDu8FRlntGQY1BJAQzFJiJMIFvA6XVINCYIRpJEnNl9cKkCNt50hBZgmTxZwxUKdYi309laWcNk/ZiAfJ2H5/7LkP+F0gV0xBVxVEnCvmSZmn1MRoYhsE111zD/PnzCYVCLFiwgH/5l38p28m1LItrr72WGTNmEAqFWL58ORs2bBiT93LJJZfQ1tZGIpEgkUjwN3/zN8ycObN03NbWxsUXXzwmrzVemJIxbkxhNxYbYndFZt2E3IpZ8twrH6aL0Jm2IqdVcc4Z7ueKvJ+CgUoRjQK66OOzh9h4C5AhSMoW00oSZ5AGemmhmza66KCTDnYwix3MYqc1k16zhexwGHPQ5whsjrh+5iuGjKspE7JZW7ClBxFQZVlCvfTw7a038+BjrGLcwcKSJUu4//77S8eSQP385z8flQroeGOyzHO6Qvbz+TUVVa2TRccEIeBl+kaNCc305fN51q5dy9VXX106p6oqy5cvZ82aNTWf981vfpO2tjYuu+wy/vznP+/xNSbS0NPQVIiYWAlQZHKtSHnbmh9Mn0Lep9p+UaKXT44sQYqK7ohcqoyypaOyr8bt72fgKJHYKT0TyNs9fu6nZylvCdRwqrkkj8wDGUvsbhcz2PWdCHaYdz3RXdsqa0Vlj18EUe6ZgEBYlHTOR2T5ZlnQAXpHmnB8mEZ1gLhd0il+yr6+NGErTcjKoKVAkS4X2Yqf7iGJYFYYL1sFyNtZvpzlcEbsWaIgMrhxsKLibRiailUHO6FFVKwx6un713/9V37yk59w++23c/TRR/P8889z6aWXkkgk+Md//EcAvve97/HDH/6Q22+/nfnz53PNNddwzjnn8Nprrx2w6fBtt912QM+faByMGAeT3bjYADKQzwmyhCR+JmaJuBmlKCb82cpJiMzlaWXkyHIRSMfvT95TrPgsKIgMnoZG0ZaB0kpan45lhO38SYYQ/TTRTSuddDBQaKQ4oov3IIcUbZHl4yXSZwkimAGKecSu2TZEA+AQTllnvRCtfenPPLioFefqtW/5O9/5Dueeey6vvfYaxWKRH/zgB7z22ms89dRTPPbYYxM9vRImyzynK2Smb7pn+cDL9O0PJpT09fb2YhgG7e3tZefb29t54403qj7niSee4NZbb2XdunX79BoTZehpKQqGrpELm/gSoFmIDdthdsv2GT6Ngs9PXvGRtUnfiN1LkiZM3u8XBCMIqG5zdR1HCaAapIy6ilNfKmsxZXeaz/V8O+tmaU7/oNyRrvR1l5xRXkomDA0TrCSOxHgXYnUjmwPlG3cpoJT18DUCrdCmicze4Qjxltn2mAPNTX20BHpooYdWemmhlxb6aGSg1NcXL4wQH8k62Ukpk16rp0+OHBSzkM9AJlfu6lDqFFEgoCOM6huBqPiV1QvyBNBq9PQZFEZ1raeeeooPfehDJbnuQw45hP/5n//h2WefBUSW76abbuJrX/saH/rQhwD4r//6L9rb21m1ahWf+MQnDuCdTH4cjBgHU8G4eBiSadgMhqWhYKFTRMGyffYEqm2pGLbCJzg9fopN+JxzDmmTBFFEQq3qtSRZrEQBX0nxc5gYfTSJCGQ2k+yPYw3rziaSu0dYxksZT0cQvM6UpZy77CHJXj0RvvpErTg32hh3sHDaaafx0ksvcf3113Psscfy0EMPcdJJJ7FmzZq6MmefLPOcrnA8+upo0TFB8Hr6Ro8J7+kbDYaHh/nUpz7Fz372M1paWvbpORNm6Gm325maghWwsCKgRHF4mC3xjwamolJQdIquBUUOYc6eI0DRr0HCAJ8KqjvdVtnnUe0P370jLks8ZbDwuR4nXcbt6xdxRF7cd8mXkRu/FsKt3CgKQzsyODWf/Tgy4yYOyXSbFErS5+rha9VgtiJI3lxgFjAT1A6TcPsQCd8gDcogjbaASxxR5ilKPYeJmCmChRxq2n75SmLnXpC5dt+tHJg5sfGeL+5ejVWw/9s0FUJBBOGLAyEwVTDV+sj0mXvwZpSL3MpMUC0PpHe84x389Kc/5c033+Twww/npZde4oknnuCGG24AYPPmzXR2drJ8+fLScxKJBEuXLmXNmjXTnvSNFvsT42AqGBenIZnD2qSQtkIAJdKnU7CzN4p9pkLYxxUD5W3FpnbOeceqQZq1mzY1rITs85Nl9e6C0gI+CrbCp4g6cVJEyVphrIxfVEnIYCHVOeWQFfWS05my9L0XkeGThC+Psznnttzx4EatOFePPX2FQoG///u/55prril5jNYjJss8pzO8TJ8DL9M3ekwo6WtpaUHTNLq6usrOd3V1lWTa3di4cSNbtmzhvPPOK50zTfEB0HWd9evXs2DBgrLnTLShp6kKJU81aKFEcL7P7YQaqhB+kU3pQjrcIX55/Jg+BTVWxAz6XaTPWcYIVJogu887hVFOfWjlYkKnTJvSUqDo2l/X7GuVXsaqGCWTKURfijSkylCe5ZNEz+1b4erhC4RhBk5mz+7lU9oNfK1ZEvF+EsoQCQaFiAtJl1qn3dtnZPDn80K8JUW5QqdbxKWs3EoMIw+FQnXSJ+mypoM/BDSIaVtBMDVh11AP67McftQamT7TLrOtJARf//rXue6663Z7/Je//GWSySSLFi1C0zQMw+Db3/42F110EUDJf6laJkveN51xMGIcTHyc2z+4N6yykMxjbYJh4nappiR9BgZGqWOvkvRVQyXpk8+p7Pbb/Xnl2TVJDmXuz+n7C5C2ZaPSVoicGYC8JkhfETHMilHqkzZFkEGKtvRTLtrirsoQs/KwO2rFORnj6gk+n4/f/OY3XHPNNRM9lT1issxzOsPx6PNIn5fpGz0m9K/G7/ezePFiVq9eXTpnmiarV6+u2jC8aNEiXn75ZdatW1caH/zgBznjjDNYt25d/e1s2759RZ9CMQhWwu7/ktYHcqNScSTEhVdUwJYhEcPyQ6hhRJAMXTqju3czZQbPfSxXHgbVt5tlTaaUJpHHkg1Rfj3Dsss55bVzOHVKUoCgE1Gi1I1QepEOxFDuUxHE8TtIIOokmyEch8OAIxA/DwUOAeZYhOaN0DCrm3Y6aS2VdfbQRD/N9IvSTmuImDVMJJUjOGSK1pgRxHoqidNDk8Lps7EXYpa93srnIVMQ2gryYVJOQS7FFD/oTaB0ADGwAiLTVy8w7A2EWgNg+/btDA0NlYa758yNX//61/zqV7/ijjvu4IUXXuD222/n3//930vGvR72jCkf4w4Isja8CGSgO4e5VuVtczZ5y4+OgY+C3VNn2Dm6fR1m6TY48VWWd9YaMpPnzuhJUa2sLeySsv1TpWxU2oyQLoTKN5FkuJV7YvZbZMQSdePsRMRKuUEms3wF15Or+Kp6KGFvMa7e8OEPf3gS2K5MnnlOVziZvvr8Oz+YcDJ9HunbV0x4eefKlSu55JJLWLJkCaeccgo33XQTqVSKSy+9FICLL76YWbNmcf311xMMBjnmmGPKnt/Q0ACw2/l6gqkqGD4FNWyhxXA8djUwNDDU8mWNLPGUpM/QNHyhPMwD3tJgyP1hd3tjVfMn2lPPn9uB3e3ILhdju70TyhVAJWnM4bCrYQThG8ZZ/cgePtm7l0DURdrG69KHbwZCtGUhoqSzA5hjEVnQT1O4j2a1j3almxnsopk+mv//9u48TqrqTPj479beewMN3SzNoiAisgkBETMkryQYl0jyyYiZRAkxxuirbwwTt4wjiU6CRsNLxjAajOskeV0y0cxoRCORZAaJC2Ii7gsKKt2svVXXeu95/7j3VN2qroLuppeq6ufr59pU1a3qU7e7Tt/nnnOeh/2Mopk69jOMQ/bW0Y7/oJWZKt29ps+dWEFnJO0E1WnX5OuIQcTqUqM9FVL7AX859gjkGPstqJCdfbVQxK0AHit3BjvLub+6uprq6uojvtaVV17JNddck5qmOWPGDD744APWrFnDihUrUqNVzc3NjB49OvW85uZmZs+efZTvpDQMhT7u6MVA7SWZeJvnDixgzojtjA7sIUCcMufKmD03QeFxrcvLRZdlyPW4mUoRk3ukT9PTOXWQaKbKN9hldOy+uYwIIWLJIImYP31lSHeP7utoYZw6fK3YF8l20XUNX6HW4SvMunf5+jkrT9832KZMmcINN9zAli1bmDt3bqrsjKYTYw22YmnnUCUjfWnpkT6Z3tldgx70LV++nH379nH99dfT1NTE7Nmz2bhxY2q62K5du/B4ivuXWxkGpteD4bfwlCkwwNA10lPnJekb9sVhIxUAmoYHw4sdCAX1Ajt3wKbnXLqnW2a0wHncQ+bVYx3EubN56vuzp4tC14BPB336rEaPi0Wc+xXpdXx6ZE/XsBgOnhrwV8JoL4x3yjLoWnyjwWgwCY3tsAM+3wFGGAcY7ozq1XLIKcrulG2wOqhMduBrtzB0inT3er7s7J16QDMKVhTMGERjELO6zvrUCdP9TutDZXb7GAZWCCyfgVVAv6Nm0ouVzH0VUOW5P5/Ozs4unz+v15uacjhp0iQaGhrYtGlTKshra2vjueee45JLLul540vQUOjjjp4FtEJiN5GnJxNeUklsdJAyIvhI4HeSuegVex5UauplNvcUTTtoS0/R1I/mK0CgUkle7Ofoen2mk9HTriCoRwKdf1s+kglfZvkXHfTprrFVOYXX92FHfwfJXMOXqw6f7rNlemcu+fq5nvZxA+Wuu+6itraWbdu2sW3btozHDMMomGCqWNo5VMlIX5qM9PXcoAd9AJdddhmXXXZZzsc2b9582Ofee++9fd+gPqY8hr1EDgN/SGEYdvHvzORw7lMam+UEfgqPfedooNxJ5mJlnwxYrq/ZH4DsBC7ZGVn0mjv3iYceIcxOAqM3d7G7GOnhM52bXL+mrjWh1+5VAdVgDIdAFVSX2dM4J2CP7I1VMA6MBovAyCjVIw8xwpMO+EY4WTqHOWv6arCndFaaHZTHInjawdCZ8bLX8+kZqU7Ap5xELlYMEjGIJjLfkbuMn8IpKOGFsirnZ1HrBH16PV+BiEcDGIHc67tUtGfFzM8++2x++MMfMn78eKZPn8727dtZu3YtX//61wH7JOCKK67gX/7lX5gyZUqqZMOYMWNYtmzZ0b6VklHqfdzRs4AOSOxBPealZdYw2kZXM4ID+ElikSC9Ui8dmBnOyj396dM9qA78lDM2qA4zMujuR92V/XBNCXWXakjiw3S2JD5My4fpDvrcZVDDQLuCVhNUC3bAtw977rl7Dd/hknAVTt9SSPL1cz3t4wbKzp07U//WdU4Lsdh5sbRzqJKRvjQZ6es5+a0ZKIaB5fWSCICpZzk65fEMZ8KRXoeSnUwAsH9SY4F6oNpd+sD9I3RPD3LPL9J/BHNN9XSvq3GnltNBnPt2h+trvk0XYVek05Tq6vTVQB0wAcqHw+gQzMbeZgDTgWnAcVA5pYW6xo8Z6/mQ0cYeRmNvDTQxir3Ots+e5mntpybSQeigwmjBntKpa2RlF0nWyV30+r4IxCIQjnV9l7ossp6x5QNqR0DlOOxpqHVO0FdgnyIz6T3s1hO33XYbX/rSl7j00kuZNm0a3/3ud7n44ou58cYbU/tcddVVXH755Xzzm9/kE5/4BB0dHWzcuPGoa/SJoSYG8QPwUJS/7ZnOq0zHwkOIKAHi+EkQcI2x6Wp6Ovzyk3Dq9KlU8fXu0CN5mZuPOH5Xci1/qgV20JdeH2iaPpR7eqee/HAIZ9leAuKHgPew1z0fwu5l9Dz/fNwpk0W2vurjBtJdd93FiSeeSCgUSk3l/sUvfjHYzeqiWNo5FMlIX5qM9PVcQYz0DRkGJPw+LMPE51F4fHaSTLvErPt0I30Ckyos7DXtRC6TgQNeaAlh//jiZK7Byx6tcweBQfKfROiTj+wrenqELzspjHukT0dSMdfr6MLreg1fHTACjHoYXglTPNBowLHYtfjGgDEyia8+yogR+6nxt1BjtDKSfYxmT2rN3ij20kBTaornCA5Q1RrD32piHMKeNdVC14DPvekRwHbo7IRwHMJmerKVDn3DrqPqd96FtxGMY0GNt9+a5TewvIV1YpaIBSGaJ5NjrGcZHquqqli3bh3r1q3Lu49hGNxwww3ccMMNPXptITJZ2J+8x3n39wuo9pzAyZ/5C6PZQxmRjAti7oQsdhF3w8n4aeZcq+dO5JKLPZm96/OyU8PYrTQy1mArywtJT7oGXxh7HXEz0BKHzkPAB9gBXxvp1FDuafnu9dT69kCMrujZGLmml2YnCCssefu5HvZxA+X6669n7dq1XH755akkTlu3buU73/kOu3btKpj+s1jaOVTFZKQvRY/0xWSkr9sk6BtgymMHCUlD4fE4U5AMe6VJ+ppywhX4JfEZCfxGwo6fRgHDvdg3XHX1Mr8LmVMzIb02xHA9brg2D/mnGGUHfYk8mz5x8JC5jq8KGGGnvKyogEkeOM6w1+9NUjAR/A1RgsOilFe3URfcR61hT90c6Yzm1TpTOnXwV0MrNVY7FZ1R/G0mHp2hUydq0cGdPgnTUzydTUUh6UzpjJq5a/LpcFrnSx3hBX8D9ojrCDADTh3GQpv6kvTaW77HhChYJtBE/NlO9o6q5m+fmclI9qVq9umAy+OMtqUTshgcKTkL2P2se5pnuk6fThOj1//paaHuldLpKoD21E8fSdOLZXog6dQ07cS+2KQTGkdbQWXX4dOrhPVrub96GPgpne7+3/03oxCTyrjk6+cKtI+7/fbbufPOO/nyl7+cuu/zn/88M2fO5PLLLy+YYKpY2jlU6VGtQAEljxss+hjEZaSv2yToGwSW14PlAa9hX52wPPYaFD/J1PQlPwmCxAg4U5oCRhzKlDNg5rNTSCZ06Qb94Xeforg/BAZdA0N3rT695bpaooM+vfZPz19yh0fu9X966qkuul4BDANPHVRU21M69TTORoUx3sIz1qSiro3KijaGeQ5Rx77Umr069qeCvlpanH+3UGO1UZXsoKwlaY/wucsyZCdyyVrfpyJgRSAes8sz5KjTntr0dXC/ASPLwK/rBw6DpN/OvFpI6/kAiPnAn+ejHZOPvCgUuT43CmiHF/dyYHQdf9m3kIV1W6kxWgkQd3ojHwmnal969M4LqHyT41Ps56QvgGUHiek1g/kCSJ1sy07ykkz6sRJOfb6Y3XQOAk0K9pugDmCXsDlEeh5BMuv1jMPc7i/Z38N9QbBI5OvnCrSPSyQSzJs3r8v9c+fOJZksnAypxdLOoSpp2p9RX4HNMBoMPq/djyUsCfq6S35rBosBps/rjIvZ0zjtFSNxQkSopMMp/Rumgg4qjDDUJe1EJ8cAMwzwVGAHWDrQco/IaTrb5+G46/rl23RmAvdKN/fmHuELYa/hG4ad8WQyjBoOJwThU8BpwN+Bd2GcijkHGD/xHSZVvssxxntM4H0m8gHj2cU4PmQMH9PIbsbxEWPYQz3NjGQfwzpbqdobw9AX0fe7Nl2u4ZCzuUs2dILVCfFOaO/sOvNTL/tzJ1APAFU+qDoBPNOx1/PVgun1FGaOhSP9KIUoCHrNb7Yk8Dxtz77Pa8vn8Hp0Gm1U48GkjCghIs4WxU88NQXefkUz50fScKbQH63s9X+JhJ9kxJsuyfA+8CbwhgXqfdKlGVqwpxkUysmJnr+gj3/2eu/DlfopEEXWx51//vncfvvtXe7fsGEDX/nKVwahRbkVSzuHqqQT4PgL7WLzIPA7Wa91ICyOrDAviQ0hltfrGumLEyRGGVGn7G+YSjqopp0aTyuVI1qJ1NdgjgvYgcffhtv1BjKStbjpdSF6vEoz6N6aEXddPnel4eyTJ33yoEcUg9gF18fai+DGVcA8LxxvwEyF76ROakccoqqsnRq/PaJXbbQ577WNkeyjijaq6GA4B53b7VSpdkZYB6hqjeJvs+wRvgOk1/C1kTni58470wkqbGdNj0YgGk+vrMne9PV4HfDVAI0+4CQwJoNZD8kQWL7DZQQcRIc78SnQEyIhMkWhdSfJvz7N/Y+t5B8W/YqTxrzIMA5RSZgYQeLY9dh03T09iudx6vQdOWRRqTWA+T7Hls6e3OWZdgAYjwYwW332cr13gTeADyMQa8GOAPdid0B6hE9OTvpMvn6ugPu4u+66i6eeeoqTTz4ZgOeee45du3ZxwQUXsGrVqtR+a9euHawmAsXTzqEoISN9KamRPgn6uk2CvsFmpP6HFysV+IWIUkEnFU7gV0U71aE2EsMrMBsCMM6AUX44UAExnUxFr+/Tpzvusg7uaZxw5IBP5dgyGk06yNNXjXVNvkpgNIRGQW0VzPDCPAPf8XFCUzupadjP8NBBqnxt1NBGDa3OyGYHNbQxgv1U004lHak1fJVWO5VmmIpIFH+raw2fTtait+xkLc6wnXIiuXgUYgmImF1L9rmneCZJh6/VZTCsAbto/EhQlWD6nOLPBRjzESX/4G50IBsiRG9ZkGxHtb7Pnken80L9TBimOLXsvwkRdaWn8qYCNzvwU67S7LlPBNyr9SzcK/mM1PPSq/e6VvTTZSAS+DHb/aj9XvgI2Ak0xaG9HVQT6Vp8OsFVsZyYZK/tK1D5+rkC7eN27NjBSSedBMC7774LQF1dHXV1dezYsSO132CXRyiWdg5VSdM+v9MBz1Dmd45BUqZ3dpsEfQXDXkUSIEGQKGVE7NEt2uiknBqjhWG+g7SNGEF8bAg1yWNnvXy1GvYrpwZUwnkt/QHIHs3ryQL3fFOhdKDnDvjADo982IlbRoJ3Ioyogik+WAzek5OUT2qnbmwT49hNDW2U0+mM7rVSSZhywtTQxjAO2QXX6aBGtdpBX9Kuwxc6pDLX8LWSnr7ZSs4KEjrgU1GIxJyAT6VrtbvrtkfInKxaCdQMg9qpwHGghoMK2eswC5YemM33mBBFIQ7mfvj1Dv48Zyb7xo7luGPepJHd+I0kBpBwCjbo4usm3lTQZo/8dWUXdrf7SIUXe8xOJ3LBud9e3+ZJjSHa9+rHTOUlZgVRB/yw2wvvKHta5/4OiO4DPiRdi0+vey5UuYrCF4F8/VyBHupnnnlmsJvQLcXSzqEqadmfVz21cSjzyfTOHpOgr0DYEy5NQkSdkxcf1bRRxwEsvMQJcIhmOkdX4PElaYvV2TOHlB/eroaPx2GfaLgzw7nnuegftTtQO5q04O5C737S9fhGADPtNYdzgUUK/5kdTK19k3p/MyOwi6yX00mQKOVEqKGVCsKpILCGVqpop4IwVbQzrKMdX7tlF15vwZ7SqYO6/djnVnoapw4IdQIXJ5tnMgqdUehIptfsuUf63Lct511VASd4YdR44JPAcZAYBsmQB8vrLcxRPpCRPlFE3OuRc/3htoAX4Wp4+8mJXPPoGm4qv5ZR7CVIjErCzuq6ELFUv6cwnCnnOuxzj97pBC16jZ/pmt7pxULhyVgD6MHAi4HX+VCZeIkmy9i/pwF2+OBF4Hng7Qiot3GK82F3PoU0pTNX3T+9nrsIFdlInxB9ISEjfSnp6Z1FcqGqAEjQVzCUU6PPztppj3q1EqGMJF4S+DlELZ1GOVQZxKf6ie6rhqgBZX5gOOzxOSN+YezgL4B90qTDGLfeBHzZr6Gzvfmxg72REKqDkww4AyrmtjN85l6OrX2bsb6PqDVanNHLdkJEnfWLnVQ5SWvK6KSCTnvkzwpTbkaoCMfxH7Qw2sHowA7wDpEO6PSInw769Hq+iL2Gj7BdfD0ah454Zsl5PfvTfTvhHJkAUA/UngBlc0CdCFQ7dfk8BTqtU5M1faKo6DXGuq/KpsB6m+S2Dtq/cCLrbv8OZ4z5PSeVbaOaVoLEnXkHdjkGDxZxLKd3MlJZPpN4s0by0l/tIM9KBYS6AmDmaj8/cQK0JmvY11EHr3ntYG+7BW/GQL2KfeGtBbs3KaSArzuysz4XuCJc0yfE0dKjWn5Z05c6Bnr0UxyZBH0FwEBhKKckr2HhI+kEfp1U0U4CPzFCjOAgYSpJBPx0jggRP6YMq90HeCASgEQNtBkQC5AuLe4up+CuDZW91i/7j70O6NzTOLPrR+kELjUQrLPnQY6rhCUwYtFe6ifvYcyY3RzHWwznABV0phLUhIgRIE4ZETs7KZ2UEaFMRahJtBNKxAjE4wRbrXSiljC5C66HySzLELHLMhCxR/hicbsen57SmWuUT0/C0mWRyw0YH4TyqeA9HlQjJMvA8hVgXb5sMfKP9OXK9yPEoHOvOc71B7wNDkFyUyWvPzKDkfNnwWSDmWNeppo2vJgEiKemd6YnaOKUbk+vUzMgI5SzRwHTfaIi18igQYKAPeG+rYbw7mp42YAdCj7ogPYD2AHfIezeJUHhB3zu9Yq5arsWuHz9nPRxooTp8gS+Ql5iMkD0MTAthVJK1pl2gwR9BcBQCo8C02NflfaRIAQk6SBOwF5Dgpd2qogTwPAqrJCHtik1xKjEqvJDyAAjAG/Vwd4asA6C5Q783KUVMr476YBO06GPXhzhdd3WRd2d0gxGJXjGQV0lzAbPKRbe85LMGLedYwPvMJ5d1LGfcjoJpJLURAgRSyWtqSRMmbJTsJepCNUdUTydYOhCxy2kgzv32r2w67HO9H3KGc5TnRCJ2rX4Oq3cI3v6tk61AE7uUS+cMBKMk+xRPjUG4iGPU6ahwDsWGekTRUmvFc71S2oBLWC9CFfCn/9hBm8vm4HvrDjTQq9TbnTiI0kZEWc9n4nPmTJq4XX+s5zLW1Yq6NMZPy2ncE56BNBez6czeyaUn3aqaDbradk9gvhfKuAp4KUEhJuw03Y2Yfcsh1tUWyh0kKcv9hV6e3OQkT4xBEmdvjT3MUiYioCvwM/NCoAEfQXGg4nfyS5XhhdFCz67DHAqRXmQGH4SUAsfzRhD65jhREfWwCjsDHIf+mDnKHhFQcId5iRJl2GAzHU0+lfBfSLgJzMY1Fk6A0AtBMphWMCezvkFGDG/mQnT3mOxbzOTjXec9OodlBEhQDz1PnTwF0iVqIhQFo3hj5j4OklP0dRTNltIR2h6pC/i3D5EajonnWSs4YtEoT2W3l2/nM7Q6R7lizvvsAJoBKaVA18EFoI5CZKVYBbyOj63KPkrcMp6F1HUFLANHvyApo0TWTvre5zw4HZOHrmVmfyN4RwkSAwfSZIk8WKSwO/0PMmMTJ/umnv2WKD+t4ckXmKECFPBQYazT43krchxdDw2AmuzF541YccBsF7CXlzdRrp+aSGOlumSOloxZRPNI18/J32cKGGpOn2ypi/jGCQti4CUHj8iCfoKhsKrnDUlhr2+L0gslUDcwmAk+0jis3PJGYoEfjwBi/K6KAcCCdqDw1ENHmg27ALuEw04EIKDfthdCW0WWNm19/ToXToJQvpkQJeA8GIXXDfA54EaDzT6YbIP7zSTqqUHOWncdiYNe5dJgfc4jrcYwQGCRJ1spDHndCqJXwd9yRgBM0kgnsQXs/B2mhhRMCKkE7HoAFDf1o+5p3TqqZ66LIOzhi8Wt0f49KxQPaVT1+HTt/U6Pgs7xB0NjBsD9dOAk8EcB1Y1WMV0VU0P7OZ7TIiCptf35QtKLDBbUK3vkviryXtfn0Trgv/F9gWf4LjPvMqJvEo1bQSJpUb9dE5PPwlnZM9LEp9rmqcXC0jiI06AKCFaqeFDxtG8dwwHP6wj/JcqrN964f2DsLcJrJ3Yo3s6528hBlJ6er6WaxpnkXYK+fq5In07QnRHqk6fZO/MOAZSq697JOgrEAaActWWMkiNiumgr4YWV0FiDzFCKK+B35uAoMJK+kjUBEg2+DAbfDDagP0+2Ouz86w0Y89zjFl23YKkaQeBlgWWmbmszwN4POD1gM8LoTK7GkO1ARMUFTPaqZzSQc1xLYxb9B6f5H+YyE7G8jEjOEAZEbyYeJRJQCXwKhOvsvBZJn6VwB9P4Itb+GMKws5Uzhj2+VM7mUGfHqpzD9fp7JzOfsqJ5syonbQl6kzpzFWLzx30xUmnuSkHGsth1ASomANMBqsWzGARJG9xi5K/rXIVXBS07HV9+f6Qx8E8BAcjtD9WRXvTKPbsH0u7FSIxOkTtyENUjOhguP8gASOe6leVq7RDMjX3wOesm7bX7HWoKtoTVbS0DWfP/jEceGsk4dcr4b8j8GILdOwB8yPsNXydpDvOQkuCoo9l9slh9gW+Ij1ZytfPSR8nSpjU6UvLGOmTDJ7dIkFfgfEovY7Enuppn7BYzvoSe9W6niqp/11BB+VGJ+VjwhwaNZy2aDUdB2rsgE8HSy3YBYT3GPCRFz7w2vdFgYSRnuOol+wFgTJlR0I1YDQqmKAwJoExTzFx9tuc6H+FabzGHLYzTn2UmsrpJ2EHfFh4lEUgHsdrWnhN8CWAGBj6+yWwAzsdlUVJB30R7ACv3fW4HtnTj+s1fFE78AtH7SydnSodI+oRvhhd1/SZ2KdEIexRvpnjofIkUKcC4yFZ7iHpM1DFNNIna/pE0dOjfYcbtrGwP8X/Ay9WEXtxNK//9AxeP3cWxlkmZUs6WDDiOcZ5PqSKNsqNCF7DdJ5pF1ePEyBCiKgqo4NKmlU9TVYDhw4Np/3FOnhS2Rk634xCywfYxfj0nHI91FSoQZOeqZFPkWXrzCZr+sQQlKrTJ0EfhmHg9RiYlpIMnt0kQV8B8igLQxmYHrsssJ8kYFBDKx5MQs46uABxqminjlqG0cIwDtLqraW9oorWshrCYyuIqwAJ5ccyvalZPcqERCRApKXSzv7Z6rUDL3felmpgmEWwtpO6kXuZ5HmPsZ6PGe3ZwzG+d5nsfYeR7GUYLVSpdsqjnfhMhcdSeE0wTJU6ZzPipM+PnKAvlS4zTnpUzz3n0n273XVbJ2xx7WeGIe4UXu9Ipqdz6l3dAZ9+asxpjpN7lLFeOGsY+L8ELASmQ7wckn5P4WfrzBYj/0ifZLYTRUPX8IPDT51Mkk7xuwseHYF6fDSd/kb+278Ez1wL4xgwjlEwCfsDHwDlAcIGqhVoMVB7Day3DNQHHqwm4KMEJF6B5F6w9GJiXYqhEKdyHomeyg8lERnl6+ekjxMlLJ7U2TuL6EJ0P/I5QZ8+LuLwJOgrWO6KUpaduAVFBR48Tma5JD5n7V8UPwk7CDQ66KCSGm8LYSqJ4yep/Fh+u4MwsPAqC2+5iVEFnoTCFzcJxOP4lDPZyUgSDMQIBqOUB8IMKzvIaPYwnIPU0sIotZeR5j4qk52EknH8ySTemIlhktrQX3WglyQz6Iu5/q2jNL11uv4dznpc33bKMlidEI1ALGHPWHWP5OVaw6endOr4tgo41gOTayFwGjAXzIlgVkMi4LUDviKL+VLFBvM9JkRRcH/wPBx+ZEoXGe+EuAnxTmA/SeMj2B6EdwNQHYTqcggEwesUKk8CsSTEkxCJQ0sU2uPQmbBv04Td4egOSwd7hRrwuadz5kvcUiKL3vL1c9LHiRImI32Z/F4PsaQlI33dJEFfAbPX+QGGDvySKCc5gYEiiQ8DhZ8EPicPXTlhwlRQRRVhKuzMdYb9KGAXgDeShDwRQv4YAWKpmoB2wXRdRsEumK5rBdbSQoUKU2ZFqLA6KYtHCMQsvHFnJE9HUu5NB3mm83jS+eredNCnA0E9gqdv66G5qGvfTjtpixWBuFN4PWLmrsOXnaXTXZrBDzQAE2qhcZI9pVNNBqsOzJBRXMlb3GSkT5QcHfQdKeCySF/uOQRqDzSXQXMIe656JfbiZB92xGCQnnKgrzjp/L76qlS+ovGFJtcaPn2sciXqKnIy0ieGoNSaPhnpA9JrG2VNX/dI0FegDMBrmZger/M3WqXW+HmwUjk97TV9YafIeZh2qpxQrYIwFcQIksCP6ZwIeLAzg4aIOkGePVW0hlbK6SRIlDIiVDqvEiRKuYpQRoRQMkowEScUVdDpBHs6kNPRlOX6d5LMET695Zre6V7T5w76XEGgciV6ScYgFoWOSHp0z71WL99XPakpAAwHTgbq5kBoCfApSDSCGXAStxQryd4pSpKuKdqdqYk6UEvSNTrwum7rUgZHWj9YDPKt4SuBqZy5SPZOMQSlsnfKSB+QDn4le2f3SNBX4DyW/gvmXuOXcJKOm/hIOsXOo1QQppYWooTopJwOKlM1qhL4U69poAgQJ0Q0VSuvkg5X0BeljE7KiRB0RgIrw1G8UXtkLxWo6WmbOujTwV32yJ++nXA9HiEz6Mu+2B51Pc+dyCUCnZ12ds5IMr1mzz26lyvY083xYU/pbAAWGDD6q+BbDMwBc4wT8Hk9WMV8FS1C/oEJuQouipp7nZ/W06DGHRUkycwWmq1Y/kTmaqd7DR8Uz4hlN+Xr53rRx/35z3/mlltuYdu2bezZs4dHHnmEZcuWpR5XSrF69WruvPNOWlpaWLRoEbfffjtTpkzpbeuF6JV0nb4iPkfpQ3qaqz4u4vCK5S/akJW+lqPwKGWfmhjONE0ShAAfpjO9M0mIKDGClDljfQn8qcBPF4SwT5uSBIil6uaV0+kEfTFCRO3pnmaUgJkgmEjg67TwRJ3RPZ0VJXukzx306Wmd+kJ73PW4nn2lg8BO13P0uj337U6womDF7Bp84ThETYipzHV7kTxfdR0+D3Z+mskee0rnyNngXwxqOpgNkAzqgK8I1/G56WA732NCFLXsD6eXo5uymO+5hXxSlb2YLfuYZCeaKbGAD/L3c73o48LhMLNmzeLrX/86X/ziF7s8/uMf/5h//dd/5b777mPSpEn88z//M0uXLuW1114jFAr1/BsK0UtJU6/pK+T+aeDo4yAjfd0jQV8R0eUcADAUPkxnumYyVSIhSIwEAcoIEidsJ3LB76z4S58oeDGdtYDJ1GhhORECKkaQOJVWmEAijj9uEtDTOfXom55L6R65yx7Jc0/rzH484rodz7rtHppL2MlaVCeYMUjEoTMGYTMdZ7rLMUTpun5Pj/DpsgzjvDC5BhqPcaZ0zgGrwU7ckvQZ9ghfMQd8YL/xw5Q3E6K09MfJT676doUkV9uygzz3fSUW8EH+fq4XfdznPvc5Pve5z+V8TCnFunXruO666zjnnHMAuP/++6mvr+fRRx/lvPPO6/k3FKKXEpbU6XOTNX09UxB/1davX8/EiRMJhUIsWLCA559/Pu++d955J5/85CcZNmwYw4YNY8mSJYfdv9R4lF37DgUeZeJTCYLOVM0q2hlGCyPYz0j2MYq91NNMA03Otifj6yj2MpJ9jFR7GaEOMkwdola1UGu2UBXupLwtSbBVYbSC0Qq0YmdG19nLdc28jqzb7c4+7ue0uG6353ittszXVW3YqdQ7INYBHR3QGoYOM53A0711uL7q3C/6gm8Ae4RvAnDWcDhuKYS+BpwN5iRI1hok/B4sn7f4Az7IXD+ZaxMDTvo40f/0GkY93dWdVasEHaGPa2try9hisd7Nbd+5cydNTU0sWbIkdV9NTQ0LFixg69atR/cehOih1EhfMS9B6UP6OEj2zu4Z9N+aBx98kFWrVrF69WpeeuklZs2axdKlS9m7d2/O/Tdv3syXv/xlnnnmGbZu3UpjYyOf/exn+eijjwa45YNIKbyWhdeynAmbyhm5izuZOCNU00YtLdRxgFHszbnVsZ8R7KeOA4xI7GdYZxs17Z1UtiTwtYDRQjpgyw7qdKDm3scdyLkDPPdjemvLekzfdp5jtUOiHcLt0NoJbQn7WztxYGrLDvj0zFB9zacCuzTXvHI4/XjwXwycC2oxxMdBPGSQ9HmwvPlqHBSh2BE2MaCkjys2HvLXPBkMeh2je3PT5SrcV7oLuWh8HzlCH9fY2EhNTU1qW7NmTa++TVNTEwD19fUZ99fX16ceE2KgSCKXTPo4JGSkr1sGPehbu3YtF110EStXruSEE07gjjvuoLy8nLvvvjvn/r/61a+49NJLmT17Nscffzy/+MUvsCyLTZs2DXDLB4+dmNteoedRdkF0jxMEei0Tr5UkkIwTTMYoj0eojHVSFeugJtZBTaydmmgHNZEOqsNhqjsiVHTEKOtIEmg38bUrPO1gdNibLpGQ+upOldnZjS2cZ988z1cRSETsYuvRmL1+L2Klv6V7cyf81EsKLezTtSB2DeYpwNQxMHEmVP0vMBaCeRyYo8AslTV82bIzp7q3Er3oX8ikjysmHgqzMzCyNk3XLlRZt4eAfP2c08ft3r2b1tbW1HbttdcOVkuHpD//+c+cffbZjBkzBsMwePTRRzMeV0px/fXXM3r0aMrKyliyZAlvv/324DS2iKQTuRRiPzXwfM6avqSs6euWQQ364vE427Zty5g24fF4WLJkSbenTXR2dpJIJBg+fHh/NbOgGUqlpnymNkvhMU38ZoJAIkEoGqciEqOyM5LeOmJUtseoaItT1pIk0KbwtoGnDXvUzT2U1un8Oztocwd/2V/dQd/hnuNsSm8xp/ZezK6NHDYzE7O4Az69xFDnhFGk1+7VGDDGC9OqYco0GHMqqM+COtHO0pmssssy2Gv4SqzzzF7cmL2JASN9XLEppKAvO8Bzc9cstLLuHyJB3xH6uOrq6owtGAz26ts0NDQA0NzcnHF/c3Nz6jHRlU6Os379+pyP6+Q4d9xxB8899xwVFRUsXbqUaFT+SB2ODm6kTp/N75HsnT0xqIlc9u/fj2maOadNvPHGG916jauvvpoxY8ZknFS5xWKxjLn8bW1tvW9wsTDA8nnxJu1LnoYCr7tugS5JZbpuuwupm3StpaenzbgLq7sTs+jIK1e2zly3s+r2mVFIJiAeh0gs/S3CZFZv0PXZ466X1MGeB7scQz0wIQTTRgJfABYCk4FGiJdDIuAt3sLr3aGz0Od7TAyYgejjYIj2c31K1wAsJO56gm56Ome27IydJS5fP9fHfdykSZNoaGhg06ZNzJ49G7A/X8899xyXXHJJ336zEiLJcfqHnsYo0ztt6emdQ6jvOwpFnb3zpptu4oEHHmDz5s150yavWbOGH/zgBwPcssJger0YysSyFN4AYIKhg7LsLJs6IMsVqLmH0/Jl6+xl0KcSEOu0M3PGkxAzM4M8d9CXcH0Li/RKlwD2dM5K4AQv1J4A5VPBmAMsBLMRrFpIlntI+j2oUhvZyxYl/4mPBH1FpTt9HAztfu7oFdLonpvOO2yQf162OsxjJS5fP9eLPq6jo4N33nkndXvnzp28/PLLDB8+nPHjx3PFFVfwL//yL0yZMiVVsmHMmDEZtfxE9x0pOY4EffnphCVSssGmj4OM9HXPoAZ9dXV1eL3eXk2buPXWW7npppt4+umnmTlzZt79rr32WlatWpW63dbWRmNj49E1vFgYYHkMkj4Dj6XwmqBMMLzkrrHnvi+e4/bhgr7u3Ha9lhUHKwlmHGIxiCUhYdm197JH9tyDgvr0xutsfqAWqCqD2loY1Qhlc8F7vFN/bxJYNfb6vaTPsAO+Qjy/60sm+d/jED0/HCwD0cfBEO/njkqudXKFQk/VzFc8fghN5cwlXz/Xiz7uxRdf5NOf/nTqtv4srVixgnvvvZerrrqKcDjMN7/5TVpaWjj11FPZuHGj1Ojrpd4kx5HZDPYIqWnp6Z2F2GcNPH0cZKSvewY16AsEAsydO5dNmzalrpjphAWXXXZZ3uf9+Mc/5oc//CFPPvkk8+bNO+z3CAaDvZ7LXwosrz2ylVRJDGVP9UQBCWcpm0W6Pl6+kb08UzJTw27dHOlTrttmwp7OGUtANJ4Z5MWyvp2egaqb7sf+xfUbUOmF8X4Y3gA1xwF/B2oGqHGgxkCyEkyvB+UxUEPlytjhrnTLSN+AGog+DqSf671Cm9KZTfd6uViHeWwI6MPZDJ/61KdQKv+xNAyDG264gRtuuKHnLy76hMxmyAxsfEPlfOYIJJFLzwz69M5Vq1axYsUK5s2bx/z581m3bh3hcJiVK1cCcMEFFzB27NhUuuWbb76Z66+/nl//+tdMnDgxdVWosrKSysrKQXsfhUx5DOIBP0mvic+v8IUU3iB29BTAPu9xT/uMYSda6eOgT9+OxuxgL5mEpNV1ZC9Xokkf6WCvBqjzQl05VE0DTsJO03mc87UGkmUQD3kwdSmGoXRRLEr+c1kZ6Rtw0seJvmMxpEf33PL1c9LHFTx3cpzRo0en7m9ubk6tm8wmsxkypzBK9k6bPg4yvbN7Bj3oW758Ofv27eP666+nqamJ2bNns3HjxtSw/65du/C4shTdfvvtxONxvvSlL2W8zurVq/n+978/kE0vLoY96pdEoQwLy1D4vGCU2xt+0kXwIDMlpknmGsDs6ZvuRXfu9YGuTSXASkAiAUnT3hJW5rLC7CDPix2T+oFyoMILtSPAOw78o8E/FjgBjCnASFAjIFELVsDA8hmYXs/QCva0w530yAnRgJM+Thw9/cGVq9kp+foy6eMKXm+S48hshqyRPsneCaSPg0zv7J5BD/oALrvssrxTnTZv3pxx+/333+//BpUqw0B5wDQ8KI8Cj8LjUxh+8BjOWr8A9m+FQbrGnsKOztx9jF5OYubZkln/tkBZYCnQs2gMAzzKflkf6a+GAV4PeHzgCYC/DELlUFYJlePAOBYYC4wDJoHZAKoSVAiSIbvunr12byhGfMhIXwGSPq5Q6avDhbiuzz21U05oupCRvoImyXH6XtKUkb5sOntnUoqzd0tBBH1i4CiPXdbd8oLlsfD4LTwhRdAPqgx7Wmc1UAFGC9BO+g+rTiRnkRkAZudC0EtNLDKXnbj283qdoM8Er+Hs4uRYCfqhLAiBcvANB8YAo51tEqjxwAhgGFALyRCYPqfuntdbeOduA02nN82lF/3iRx99xNVXX80TTzxBZ2cnkydP5p577kmtNVNKsXr1au68805aWlpYtGgRt99+O1OmTOn1WxBiYLiDvkJb3yfRy2Hl6+fk3K8gSHKcvqdHs7weA2OoXtTO4k+N9MkHvzsk6BvCLI/HLk7uA9Nr4i238Jrgi2MXaNeF1duBQ87XsPPYIdIF1jucr9klHNxr+kzwWlDm/lwa2MFj0NnKsAvt1ZEK6GjADvr07RFAOZgBSPrtJC2mz5VyXfpB+3jnm/nRw37x0KFDLFq0iE9/+tM88cQTjBw5krfffpthw4al9tFFdu+7777UFdulS5fy2muvyR9wUSSya98NRhAoWZZ6JF8/J+d+BUGS4/S9VI0+ydyZInX6ekaCvqFM9xvKXu9neT2YlsL0Wni8Ck8lGHHwRrEDsQjpIK+VrkGfTtgSITORiwWG6fqeeh6nTiRTBlQ4WzUwHDv4q3RuV4NVBlbI2fwGltfA9Og1e0OgDENPJOmzoO/mm2+msbGRe+65J3XfpEmTUv+WIruiNOWrf9cXgeAQL7XQV/L1c3JoRYmSGn1dSZ2+npGgT4BBqmC5aYAyPHg8Fp4AeEIK5SR7MZwELkYECIMRxQ70dAV1d9Cnk7ro8yZdbspDZoYWPcJXYX9VldjBXjmooL1OTwV1oAeWJ12GQsnVrtxi5A+Ce3gx7D//8z9ZunQpf//3f8+f/vQnxo4dy6WXXspFF10ESJFdUcpyfVh0R3a0rytXpY9avn5ODq0oUXrdmk/W86XoUU8p2dA9EvSJTIY9imZ5PXhMC8OnIAjekIXHBI9lr8Mz4nahd0xyF2PXxfWyp3O6q6rrTZeP8AEBUDq484DlBdNnT0OVIK+bkhwx6MsubJsvM9p7773H7bffzqpVq/je977HCy+8wP/5P/+HQCDAihUrelVkV4jiJVeTC0a+fk7O/USJ0lMYJXNnmq7TJ9M7u0eCPpGX5epYTK8Xj2VhONMLKMe57QzgJZ2/vwq83ViaYnpxRhjtwE45CV5M5wMsQd5RiHDEoC+7vlG+cgCWZTFv3jx+9KMfATBnzhx27NjBHXfcwYoVK/quzUII0RP5+jk59xMlSk9hlMydaVKnr2ck6BP5ZfUrVlbGKMtjpHbxeq3UH9tkoHuvrQzDKa+QvltPM7VLLvS+6UOayRGDvt27d1NdXZ26O1/9o9GjR3PCCSdk3Ddt2jT+4z/+A+hdkV0hhDhq+fo5CfpEiUqN9EnQlyJ1+npGgj7RfUZmgAbGUf19VQYomabQP47wg6murs4I+vJZtGgRb775ZsZ9b731FhMmTAB6V2RXCCH6hJzniSFEr+mTRC5pfp/U6esJCfpEn7CkEypJ3/nOdzjllFP40Y9+xLnnnsvzzz/Phg0b2LBhA2Cn3ZYiu0IIIUT/SmXvlIvlKfpY6GMjDk+CPiFKjs6ok++x7vvEJz7BI488wrXXXssNN9zApEmTWLduHV/5yldS+0iRXSHEwMvXz/WsjxOiWCQke2cX6Tp9MtLXHRL0CVFykuQv9NzzAtBnnXUWZ511Vt7HpciuEGLg5evnpMi9KE3J1Jo+GenT9LGQkg3dI0GfECUngl0DI99jQghR7PL1c9LHidKUyt4pmc1T9LGQ7J3dI0GfECUnSf4pTnIVXAhRCvL1c9LHidIk2Tu7kjp9PSNBnxAlJ0L+j7ZcBRdClIJ8/Zz0caI0pev0yfROTer09YwEfUKUHBnpE0KUOhnpE0NLaqRPpnemSJ2+npGgT4iSEwG8h3lMCCGKXb5+Tvo4UZokkUtXeqqr1OnrHgn6hCg5fZu9UwghCo9k7xRDS3p6p4z0aenpnTLS1x0S9AlRcqLkH+mLDmRDhBCin+Tr56SPE6UpPb1TRvo0md7ZMxL0CVFy+q44uxBCFCYpzi6GlqQUZ+9Cpnf2jAR9QpScKJDvSqBcBRdClIJ8/Zz0caI0JUxdp09G+jR/qmSDBH3dIUGfECVH1vQJIUqdrOkTQ4vU6etKZzKV6Z3dI0GfECVHpncKIUqdTO8UQ4vU6etKHwup09c9EvQJUXIiQL4rgZLOXAhRCvL1c9LHidKUlDp9XaTX9MlIX3dI0CdEyZHi7EKIUifF2cXQkpA6fV2ks3fKSF93FMRvzvr165k4cSKhUIgFCxbw/PPPH3b/hx9+mOOPP55QKMSMGTP4/e9/P0AtFaIYRI6wiYEmfZwQfU36ODG0SJ2+rqROX88MetD34IMPsmrVKlavXs1LL73ErFmzWLp0KXv37s25/7PPPsuXv/xlLrzwQrZv386yZctYtmwZO3bsGOCWC1GokkfYxECSPk6I/iB9nBhapE5fV3rUU6Z3ds+g/+asXbuWiy66iJUrV3LCCSdwxx13UF5ezt13351z/5/+9KecfvrpXHnllUybNo0bb7yRk046iZ/97GcD3HIhClWU/FfAJZ35QJM+Toj+kK+fkz5OlCap09eVX2fvlEQu3TKoa/ri8Tjbtm3j2muvTd3n8XhYsmQJW7duzfmcrVu3smrVqoz7li5dyqOPPppz/1gsRiwWS91ubW0FoL1NrgqI4qB/V5Xq7u9sB/nX9MXy3C/6w0D0cZC/n5Oftyge9u/q0fdz8jsvSpOewhiQNX0pOnunUmBaCq8kuTmsQQ369u/fj2ma1NfXZ9xfX1/PG2+8kfM5TU1NOfdvamrKuf+aNWv4wQ9+0OX+EyaavWy1EIPjwIED1NTU5H08EAjQ0NBAU9Mth32dhoYGAoFAXzdP5DAQfRzk7+fg8L8LQhSavujnpI8TpSghI31duI9FwrTweryD2JrCV/LZO6+99tqMq+YtLS1MmDCBXbt2HfYPS6Foa2ujsbGR3bt3U11dPdjNOSxpa/9obW1l/PjxDB8+/LD7hUIhdu7cSTweP+x+gUCAUCjUl00Ug6yY+7li+iwWU1uhuNrbl/2c9HGiFCUle2cX7pqFkszlyAY16Kurq8Pr9dLc3Jxxf3NzMw0NDTmf09DQ0KP9g8EgwWCwy/01NTUF/0fQrbq6umjaK23tH55uLN4OhUJyslNABqKPg9Lo54rps1hMbYXiaq/0c0LklsreKVMYU9w1C5NStuGIBvVyQSAQYO7cuWzatCl1n2VZbNq0iYULF+Z8zsKFCzP2B/jDH/6Qd38hhBgs0scJIYToC1Knryv3Gr6EZPA8okGf3rlq1SpWrFjBvHnzmD9/PuvWrSMcDrNy5UoALrjgAsaOHcuaNWsA+Pa3v83ixYv5yU9+wplnnskDDzzAiy++yIYNGwbzbQghRE7SxwkhhDhaUqevK8Mw8HsNEqZKHR+R36AHfcuXL2ffvn1cf/31NDU1MXv2bDZu3JhKZLBr166M6R6nnHIKv/71r7nuuuv43ve+x5QpU3j00Uc58cQTu/X9gsEgq1evzjkVqhAVU3ulrf2jmNoquhroPg6K63dG2tp/iqm9xdRWIQaD1OnLzefxkDBNqdXXDYbqfn5kIYQQQgghBlVbWxs1NTW0trYWzXrVo/XFf9vCS7ta+Pn5c1k6Pf8a76FmxvefpD2a5I//uJhjRlYOdnMGRG9//+VygRBCCCGEEAVMZ6eU6Z2ZdAZPyd55ZIM+vVMIIYQQQoi+dPZt/0Mkkbsm8+HCJiPPg8ZhnpXvOYdj5HmS32swsjLIqOoQ44eXM2tcDSeMqSYcSwIyvTObzuB5MBznjaY2/rq7hTebOmhuj7K3LUpHzEQphVKg0F8L33VnTuNTU0f16WtK0CeEEEIIIQbc+vXrueWWW2hqamLWrFncdtttzJ8/v09e+919HXTGcwd9xawyJKfubpUhH3vbY5y34S+D3ZQ+FY71/e+u/OYIIYQQQogB9eCDD7Jq1SruuOMOFixYwLp161i6dClvvvkmo0Yd/QjHvSvnY2WlrciXxULlG/vpwd09fe18+8eSFvvaYzS3RXlnXwd/3d3Ch4ci1FUG+Pqpk5g1rjb3E4eom744k5s3vsG2Dw5RGfQxY2wN08dUM7q2jPrqIFUhPwbgMQwMwxnlNQ4/clsIptT3w/pEVQJ+9rOfqQkTJqhgMKjmz5+vnnvuucPu/9BDD6mpU6eqYDCoTjzxRPX4449nPG5Zlvrnf/5n1dDQoEKhkDrttNPUW2+9NeBt3bBhgzr11FNVbW2tqq2tVaeddlqX/VesWKGw+5/UtnTp0gFv6z333NOlHcFgMGOf/jyuPW3v4sWLu7QXUGeccUZqn/44tn/605/UWWedpUaPHq0A9cgjjxzxOc8884yaM2eOCgQC6thjj1X33HNPl316+hkQxaWY+rietlf6uf5p62D1cUpJPye6Z/78+ep//+//nbptmqYaM2aMWrNmzRGf29raqgDV2tran00sGC2dcRVPmoPdjIJ2sCOmTNMa7GYMiN7+/hd90PfAAw+oQCCg7r77bvXqq6+qiy66SNXW1qrm5uac+2/ZskV5vV714x//WL322mvquuuuU36/X73yyiupfW666SZVU1OjHn30UfXXv/5Vff7zn1eTJk1SkUhkQNv6D//wD2r9+vVq+/bt6vXXX1df+9rXVE1Njfrwww9T+6xYsUKdfvrpas+ePant4MGDR9XO3rT1nnvuUdXV1RntaGpqytinv45rb9p74MCBjLbu2LFDeb3ejBON/ji2v//979U//dM/qd/+9rfdOhl67733VHl5uVq1apV67bXX1G233aa8Xq/auHFjr9+7KC7F1Mf1pr3Sz/VPWwerj1NK+jlxZLFYTHm93i6/GxdccIH6/Oc/f8TnD7WgTwi3IRv09fRK0bnnnqvOPPPMjPsWLFigLr74YqWUfZW2oaFB3XLLLanHW1paVDAYVP/v//2/AW1rtmQyqaqqqtR9992Xum/FihXqnHPOOap25dLTtt5zzz2qpqYm7+v153HtTXuz/d//+39VVVWV6ujoSN3XX8dW687J0FVXXaWmT5+ecd/y5cszrsYf7XsXha2Y+rjetDeb9HN909Zsg9HHKSX9nMjto48+UoB69tlnM+6/8sor1fz587vsH41GVWtra2rbvXu3BH1iyOpt0FfUKYDi8Tjbtm1jyZIlqfs8Hg9Llixh69atOZ+zdevWjP0Bli5dmtp/586dNDU1ZexTU1PDggUL8r5mf7U1W2dnJ4lEguHDh2fcv3nzZkaNGsXUqVO55JJLOHDgQK/beTRt7ejoYMKECTQ2NnLOOefw6quvph7rr+N6NO11u+uuuzjvvPOoqKjIuL+vj21PHen3tS/euyhcxdTH9ba92aSf67u2uhVqHwfSz4kjW7NmDTU1NamtsbFxsJskRNEp6qBv//79mKZJfX19xv319fU0NTXlfE5TU9Nh99dfe/Ka/dXWbFdffTVjxozJ+MN3+umnc//997Np0yZuvvlm/vSnP/G5z30O0+x91p/etHXq1Kncfffd/O53v+OXv/wllmVxyimn8OGHHwL9d1x72163559/nh07dvCNb3wj4/7+OLY9le/3ta2tjUgk0ie/V6JwFVMf19v2ZpN+rm/a6lbIfRxIPzcU1dXV4fV6aW5uzri/ubmZhoauhcevvfZaWltbU9vu3bsHqqlClAzJ3lkkbrrpJh544AE2b95MKBRK3X/eeeel/j1jxgxmzpzJsccey+bNmznttNMGrH0LFy5k4cKFqdunnHIK06ZN4+c//zk33njjgLWjN+666y5mzJjRJU10oRxbIYYK6ef6h/RxotAEAgHmzp3Lpk2bWLZsGQCWZbFp0yYuu+yyLvsHg0GCweAAt1KI0lLUI309vVIE0NDQcNj99deevGZ/tVW79dZbuemmm3jqqaeYOXPmYfc95phjqKur45133hmUtmp+v585c+ak2tFfx/Vo2xsOh3nggQe48MILj/h9+uLY9lS+39fq6mrKysr65GclClcx9XG9ba8m/Vz/tLXQ+ziQfm6oWrVqFXfeeSf33Xcfr7/+OpdccgnhcJiVK1cOdtOEKElFHfS5rxRp+kqR+2qs28KFCzP2B/jDH/6Q2n/SpEk0NDRk7NPW1sZzzz2X9zX7q60AP/7xj7nxxhvZuHEj8+bNO+L3+fDDDzlw4ACjR48e8La6mabJK6+8kmpHfx3Xo23vww8/TCwW46tf/eoRv09fHNueOtLva1/8rEThKqY+rrftBenn+rOthd7HgfRzQ9Xy5cu59dZbuf7665k9ezYvv/wyGzdu7DKNVwjRR/opscyAeeCBB1QwGFT33nuveu2119Q3v/lNVVtbm0qjff7556trrrkmtf+WLVuUz+dTt956q3r99dfV6tWrc6Yzr62tVb/73e/U3/72N3XOOef0WcrtnrT1pptuUoFAQP3mN7/JSKnd3t6ulFKqvb1dffe731Vbt25VO3fuVE8//bQ66aST1JQpU1Q0Gh3Qtv7gBz9QTz75pHr33XfVtm3b1HnnnadCoZB69dVXM95PfxzX3rRXO/XUU9Xy5cu73N9fx7a9vV1t375dbd++XQFq7dq1avv27eqDDz5QSil1zTXXqPPPPz+1v05lfuWVV6rXX39drV+/Pmcq88O9d1HciqmP6017pZ/rn7ZqA93H6deWfk70p5aWFgWo3bt3Z2T1lE22obDp7LUtLS09+twUfdCnlFK33XabGj9+vAoEAmr+/PnqL3/5S+qxxYsXqxUrVmTs/9BDD6njjjtOBQIBNX369LyFi+vr61UwGFSnnXaaevPNNwe8rRMmTMhZXHf16tVKKaU6OzvVZz/7WTVy5Ejl9/vVhAkT1EUXXdRnfwR70tYrrrgitW99fb0644wz1EsvvZTxev15XHvaXqWUeuONNxSgnnrqqS6v1V/H9plnnsn5M9VtW7FihVq8eHGX58yePVsFAgF1zDHH5CxafLj3LopfMfVxPW2v9HP901alBqePU0r6OdH/9EmvbLIN5W337t09+twYSimFEEIIIYQQRcCyLD7++GOqqqowDCPnPm1tbTQ2NrJ7926qq6sHuIWDR9536b9vpRTt7e2MGTMGj6f7K/Uke6cQQgghhCgaHo+HcePGdWvf6urqkg8CcpH3Xdpqamp6/JyiTuQihBBCCCGEEOLwJOgTQgghhBBCiBImQZ8QQgghhCgpwWCQ1atXD7mi7vK+h9b77glJ5CKEEEIIIYQQJUxG+oQQQgghhBCihEnQJ4QQQgghhBAlTII+IYQQQgghhChhEvQJIYQQQoiis379eiZOnEgoFGLBggU8//zzh93/4Ycf5vjjjycUCjFjxgx+//vfD1BL+1ZP3ve9996LYRgZWygUGsDW9o0///nPnH322YwZMwbDMHj00UeP+JzNmzdz0kknEQwGmTx5Mvfee2+/t7OQSdAnhBBCCCGKyoMPPsiqVatYvXo1L730ErNmzWLp0qXs3bs35/7PPvssX/7yl7nwwgvZvn07y5YtY9myZezYsWOAW350evq+wS5YvmfPntT2wQcfDGCL+0Y4HGbWrFmsX7++W/vv3LmTM888k09/+tO8/PLLXHHFFXzjG9/gySef7OeWFi7J3imEEEIIIYrKggUL+MQnPsHPfvYzACzLorGxkcsvv5xrrrmmy/7Lly8nHA7z2GOPpe47+eSTmT17NnfccceAtfto9fR933vvvVxxxRW0tLQMcEv7j2EYPPLIIyxbtizvPldffTWPP/54RlB/3nnn0dLSwsaNGweglYVHRvrEUdm3bx8NDQ386Ec/St337LPPEggE2LRp0yC2TAgh+ob0c0IUlng8zrZt21iyZEnqPo/Hw5IlS9i6dWvO52zdujVjf4ClS5fm3b8Q9eZ9A3R0dDBhwgQaGxs555xzePXVVweiuYOqFH7efU2CPnFURo4cyd133833v/99XnzxRdrb2zn//PO57LLLOO200wa7eUIIcdSknxOisOzfvx/TNKmvr8+4v76+nqamppzPaWpq6tH+hag373vq1Kncfffd/O53v+OXv/wllmVxyimn8OGHHw5EkwdNvp93W1sbkUhkkFo1uHyD3QBR/M444wwuuugivvKVrzBv3jwqKipYs2bNYDdLCCH6jPRzQohitHDhQhYuXJi6fcoppzBt2jR+/vOfc+ONNw5iy8RAk5E+0SduvfVWkskkDz/8ML/61a8IBoOD3SQhhOhT0s8JURjq6urwer00Nzdn3N/c3ExDQ0PO5zQ0NPRo/0LUm/edze/3M2fOHN55553+aGLByPfzrq6upqysbJBaNbgk6BN94t133+Xjjz/Gsizef//9wW6OEEL0OennhCgMgUCAuXPnZqyptSyLTZs2ZYxquS1cuLDLGtw//OEPefcvRL1539lM0+SVV15h9OjR/dXMglAKP+++JtM7xVGLx+N89atfZfny5UydOpVvfOMbvPLKK4waNWqwmyaEEH1C+jkhCsuqVatYsWIF8+bNY/78+axbt45wOMzKlSsBuOCCCxg7dmxqGva3v/1tFi9ezE9+8hPOPPNMHnjgAV588UU2bNgwmG+jx3r6vm+44QZOPvlkJk+eTEtLC7fccgsffPAB3/jGNwbzbfRYR0dHxujkzp07efnllxk+fDjjx4/n2muv5aOPPuL+++8H4Fvf+hY/+9nPuOqqq/j617/OH//4Rx566CEef/zxwXoLg08JcZS++93vqokTJ6rW1lZlmqY69dRT1ZlnnjnYzRJCiD4j/ZwQhee2225T48ePV4FAQM2fP1/95S9/ST22ePFitWLFioz9H3roIXXcccepQCCgpk+frh5//PEBbnHf6Mn7vuKKK1L71tfXqzPOOEO99NJLg9Dqo/PMM88ooMum3+uKFSvU4sWLuzxn9uzZKhAIqGOOOUbdc889A97uQiJ1+sRR2bx5M5/5zGd45plnOPXUUwF4//33mTVrFjfddBOXXHLJILdQCCGOjvRzQgghip0EfUIIIYQQQghRwiSRixBCCCGEEEKUMAn6hBBCCCGEEKKESdAnhBBCCCGEECVMgj4hhBBCCCGEKGES9AkhhBBCCCFECZOgTwghhBBCCCFKmAR9QgghhBBCCFHCJOgTQgghhBCixHzqU5/iiiuuAGDixImsW7duUNvTW1/72tdYtmzZYDej6PkGuwFCCCGEEEKI/vPCCy9QUVEx2M0Qg0iCPiGEEEIIIUrYyJEjB7sJYpDJ9E4hhBBCCCGKWDgc5oILLqCyspLRo0fzk5/8JOPx7Omda9euZcaMGVRUVNDY2Mill15KR0dHxnPuvPNOGhsbKS8v5wtf+AJr166ltrY2Y5/bb7+dY489lkAgwNSpU/n3f//3jMcNw+AXv/gFX/jCFygvL2fKlCn853/+Z+px0zS58MILmTRpEmVlZUydOpWf/vSnfXNQRAYJ+oQQQgghhChiV155JX/605/43e9+x1NPPcXmzZt56aWX8u7v8Xj413/9V1599VXuu+8+/vjHP3LVVVelHt+yZQvf+ta3+Pa3v83LL7/MZz7zGX74wx9mvMYjjzzCt7/9bf7xH/+RHTt2cPHFF7Ny5UqeeeaZjP1+8IMfcO655/K3v/2NM844g6985SscPHgQAMuyGDduHA8//DCvvfYa119/Pd/73vd46KGH+vDoCABDKaUGuxFCCCGEEEKInuvo6GDEiBH88pe/5O///u8BOHjwIOPGjeOb3/wm69atY+LEiVxxxRWpxC7ZfvOb3/Ctb32L/fv3A3DeeefR0dHBY489ltrnq1/9Ko899hgtLS0ALFq0iOnTp7Nhw4bUPueeey7hcJjHH38csEf6rrvuOm688UbAHpGsrKzkiSee4PTTT8/Zlssuu4ympiZ+85vfAHYil5aWFh599NFeHyMhI31CCCGEEEIUrXfffZd4PM6CBQtS9w0fPpypU6fmfc7TTz/NaaedxtixY6mqquL888/nwIEDdHZ2AvDmm28yf/78jOdk33799ddZtGhRxn2LFi3i9ddfz7hv5syZqX9XVFRQXV3N3r17U/etX7+euXPnMnLkSCorK9mwYQO7du3q5rsX3SVBnxBCCCGEEEPE+++/z1lnncXMmTP5j//4D7Zt28b69esBiMfjff79/H5/xm3DMLAsC4AHHniA7373u1x44YU89dRTvPzyy6xcubJf2jHUSdAnhBBCCCFEkTr22GPx+/0899xzqfsOHTrEW2+9lXP/bdu2YVkWP/nJTzj55JM57rjj+PjjjzP2mTp1Ki+88ELGfdm3p02bxpYtWzLu27JlCyeccEK3275lyxZOOeUULr30UubMmcPkyZN59913u/180X1SskEIIYQQQogiVVlZyYUXXsiVV17JiBEjGDVqFP/0T/+Ex5N7bGfy5MkkEgluu+02zj77bLZs2cIdd9yRsc/ll1/O3/3d37F27VrOPvts/vjHP/LEE09gGEZqnyuvvJJzzz2XOXPmsGTJEv7rv/6L3/72tzz99NPdbvuUKVO4//77efLJJ5k0aRL//u//zgsvvMCkSZN6dzBEXjLSJ4QQQgghRBG75ZZb+OQnP8nZZ5/NkiVLOPXUU5k7d27OfWfNmsXatWu5+eabOfHEE/nVr37FmjVrMvZZtGgRd9xxB2vXrmXWrFls3LiR73znO4RCodQ+y5Yt46c//Sm33nor06dP5+c//zn33HMPn/rUp7rd7osvvpgvfvGLLF++nAULFnDgwAEuvfTSXh0DcXiSvVMIIYQQQghxWBdddBFvvPEG//3f/z3YTRG9INM7hRBCCCGEEBluvfVWPvOZz1BRUcETTzzBfffdx7/9279qcg85AAAApElEQVQNdrNEL8lInxBCCCGEECLDueeey+b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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot\n", "density = final_state[registered_variables.density_index]\n", "pressure = final_state[registered_variables.pressure_index]\n", "Bx = final_state[registered_variables.magnetic_index.x]\n", "By = final_state[registered_variables.magnetic_index.y]\n", "Bz = final_state[registered_variables.magnetic_index.z]\n", "vx = final_state[registered_variables.velocity_index.x]\n", "vy = final_state[registered_variables.velocity_index.y]\n", "vz = final_state[registered_variables.velocity_index.z]\n", "b_squared = Bx**2 + By**2 + Bz**2\n", "v_squared = vx**2 + vy**2 + vz**2\n", "\n", "fig, axs = plt.subplots(2, 3, figsize=(9, 6))\n", "\n", "# density\n", "im = axs[0, 0].imshow(\n", " density[:, :, num_cells // 2],\n", " origin=\"lower\",\n", " extent=(0, config.box_size, 0, config.box_size),\n", " cmap=\"jet\",\n", ")\n", "cbar = make_axes_locatable(axs[0, 0]).append_axes(\"right\", size=\"5%\", pad=0.1)\n", "fig.colorbar(im, cax=cbar, label=\"density\")\n", "axs[0, 0].set_title(\"density slice\")\n", "axs[0, 0].set_xlabel(\"x\")\n", "axs[0, 0].set_ylabel(\"y\")\n", "\n", "# log pressure\n", "im = axs[1, 1].imshow(\n", " pressure[:, :, num_cells // 2],\n", " origin=\"lower\",\n", " extent=(0, config.box_size, 0, config.box_size),\n", " cmap=\"jet\",\n", ")\n", "cbar = make_axes_locatable(axs[1, 1]).append_axes(\"right\", size=\"5%\", pad=0.1)\n", "fig.colorbar(im, cax=cbar, label=\"pressure\")\n", "axs[1, 1].set_title(\"pressure slice\")\n", "axs[1, 1].set_xlabel(\"x\")\n", "axs[1, 1].set_ylabel(\"y\")\n", "\n", "\n", "im = axs[0, 1].imshow(\n", " v_squared[:, :, num_cells // 2],\n", " origin=\"lower\",\n", " extent=(0, config.box_size, 0, config.box_size),\n", " cmap=\"jet\",\n", ")\n", "cbar = make_axes_locatable(axs[0, 1]).append_axes(\"right\", size=\"5%\", pad=0.1)\n", "fig.colorbar(im, cax=cbar, label=\"v^2\")\n", "axs[0, 1].set_title(\"kinetic energy slice\")\n", "axs[0, 1].set_xlabel(\"x\")\n", "axs[0, 1].set_ylabel(\"y\")\n", "\n", "im = axs[1, 0].imshow(\n", " b_squared[:, :, num_cells // 2],\n", " origin=\"lower\",\n", " extent=(0, config.box_size, 0, config.box_size),\n", " cmap=\"jet\",\n", ")\n", "cbar = make_axes_locatable(axs[1, 0]).append_axes(\"right\", size=\"5%\", pad=0.1)\n", "fig.colorbar(im, cax=cbar, label=\"B^2\")\n", "axs[1, 0].set_title(\"magnetic pressure slice\")\n", "axs[1, 0].set_xlabel(\"x\")\n", "axs[1, 0].set_ylabel(\"y\")\n", "\n", "# 0, 2: |B|^2 / 2 along the diagonal from the center\n", "diag_indices = jnp.arange(0, num_cells)\n", "B_diag = b_squared[diag_indices, diag_indices, num_cells // 2]\n", "r_diag = jnp.sqrt((diag_indices) ** 2 + (diag_indices) ** 2) * (\n", " config.box_size / num_cells\n", ")\n", "axs[0, 2].plot(r_diag, B_diag)\n", "axs[0, 2].set_ylabel(\"|B|^2\")\n", "axs[0, 2].set_xlabel(\"diagonal\")\n", "axs[0, 2].set_title(\"|B|^2 along diagonal\")\n", "\n", "# density along the vertical centerline\n", "pressure_diag = pressure[diag_indices, diag_indices, num_cells // 2]\n", "axs[1, 2].plot(r_diag, pressure_diag)\n", "axs[1, 2].set_ylabel(\"pressure\")\n", "axs[1, 2].set_xlabel(\"diagonal\")\n", "axs[1, 2].set_title(\"Pressure along diagonal\")\n", "\n", "plt.tight_layout()" ] } ], "metadata": { "kernelspec": { "display_name": "jclone", "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": "3.10.18" } }, "nbformat": 4, "nbformat_minor": 5 }