{ "cells": [ { "cell_type": "markdown", "id": "23c04350", "metadata": {}, "source": [ "## Optimized photonic crystal cavity\n", "\n", "In this notebook, we will simulate an optimized version of the commonly used L3 photonic crystal cavity composed of three missing holes in a hexagonal lattice of holes in a silicon slab. The design we use was optimized in the paper [A full degree-of-freedom photonic crystal spatial light modulator](https://www.nature.com/articles/s41566-022-01086-9) to simultaneously have a very high quality factor and far-field emission strongly localized around the cavity normal direction." ] }, { "cell_type": "code", "execution_count": 1, "id": "fa696798", "metadata": { "execution": { "iopub.execute_input": "2023-02-03T03:31:19.011197Z", "iopub.status.busy": "2023-02-03T03:31:19.010877Z", "iopub.status.idle": "2023-02-03T03:31:20.692674Z", "shell.execute_reply": "2023-02-03T03:31:20.692246Z" } }, "outputs": [ { "data": { "text/html": [ "
[21:31:19] WARNING  This version of Tidy3D was pip installed from the 'tidy3d-beta' repository on   __init__.py:103\n",
       "                    PyPI. Future releases will be uploaded to the 'tidy3d' repository. From now on,                \n",
       "                    please use 'pip install tidy3d' instead.                                                       \n",
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           INFO     Using client version: 1.9.0rc1                                                  __init__.py:121\n",
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The holes are only defined in one quadrant so we have to use symmetry later on when defining the simulation. If symmetry is not applied in the simulation, we have to expand the hole list to append holes in the other quadrants. Note also that the holes correspond to a *periodic* arrangement of cavities, as for the spatial light modulator structure studied in the paper." ] }, { "cell_type": "code", "execution_count": 2, "id": "fc301459", "metadata": { "execution": { "iopub.execute_input": "2023-02-03T03:31:20.695293Z", "iopub.status.busy": "2023-02-03T03:31:20.694989Z", "iopub.status.idle": "2023-02-03T03:31:20.699560Z", "shell.execute_reply": "2023-02-03T03:31:20.699095Z" } }, "outputs": [], "source": [ "holes_file = np.loadtxt(join(\"misc\", \"optimized_L3_holes.txt\"))\n", "xs, ys, rs = holes_file.T # in units of um\n" ] }, { "cell_type": "code", "execution_count": 3, "id": "b447677a", "metadata": { "execution": { "iopub.execute_input": "2023-02-03T03:31:20.701930Z", "iopub.status.busy": "2023-02-03T03:31:20.701762Z", "iopub.status.idle": "2023-02-03T03:31:20.704872Z", "shell.execute_reply": "2023-02-03T03:31:20.704513Z" } }, "outputs": [], "source": [ "# Periodicity in units of PhC periods in x and y directions\n", "nx, ny = 32, 32\n", "\n", "# Lattice constant of the PhC in micron\n", "alattice = 0.4\n", "\n", "# Regular PhC lattice parameters\n", "r_hole = 0.1 # radius of holes in regular PhC region\n", "d_slab = 0.22 # slab thickness\n", "n_slab = 3.4757 # refractive index of the slab\n", "\n", "# Materials - air and silicon\n", "air = td.Medium()\n", "si = td.Medium(permittivity=n_slab**2)\n", "\n", "# Simulation domain size (micron)\n", "size_z = 6\n", "sim_size = [(nx + 1) * alattice, (ny + 1) * alattice * np.sqrt(3) / 2, size_z]\n" ] }, { "cell_type": "code", "execution_count": 4, "id": "f82c55d6", "metadata": { "execution": { "iopub.execute_input": "2023-02-03T03:31:20.706988Z", "iopub.status.busy": "2023-02-03T03:31:20.706845Z", "iopub.status.idle": "2023-02-03T03:31:20.722052Z", "shell.execute_reply": "2023-02-03T03:31:20.721667Z" } }, "outputs": [], "source": [ "# Initialize structures\n", "slab = td.Structure(\n", " geometry=td.Box(center=[0, 0, 0], size=[td.inf, td.inf, d_slab]), medium=si\n", ")\n", "\n", "holes_group = []\n", "# Add all provided optimized holes\n", "for x, y, r in zip(xs, ys, rs):\n", " holes_group.append(td.Cylinder(center=[x, y, 0], radius=r, length=d_slab))\n", "\n", "# Pad with regular PhC holes outside of the optimized region\n", "xmax_opt = np.amax(np.int64(xs / alattice))\n", "ymax_opt = np.amax(np.int64(ys / alattice * 2 / np.sqrt(3)))\n", "nx_pos, ny_pos = nx // 2 + 1, ny // 2 + 1\n", "for iy in range(ny_pos):\n", " for ix in range(nx_pos):\n", " if ix > xmax_opt or iy > ymax_opt:\n", " xp = ix + (iy % 2) * 0.5\n", " yp = iy * np.sqrt(3) / 2\n", " holes_group.append(\n", " td.Cylinder(center=[xp, yp, 0], radius=r_hole, length=d_slab)\n", " )\n", "\n", "holes = td.Structure(geometry=td.GeometryGroup(geometries=holes_group), medium=air)\n" ] }, { "cell_type": "markdown", "id": "682713be", "metadata": {}, "source": [ "### Initialize source\n", "\n", "We will be looking for the fundamental mode of the L3 cavity, so we use a y-polarized source at the center of the cavity." ] }, { "cell_type": "code", "execution_count": 5, "id": "ad414ec3", "metadata": { "execution": { "iopub.execute_input": "2023-02-03T03:31:20.724206Z", "iopub.status.busy": "2023-02-03T03:31:20.724052Z", "iopub.status.idle": "2023-02-03T03:31:21.081711Z", "shell.execute_reply": "2023-02-03T03:31:21.081246Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Central frequency around which we'll look for the cavity mode (Hz)\n", "wavelength = 1.55\n", "freq0 = td.C_0 / wavelength\n", "\n", "# Source bandwidth (Hz)\n", "fwidth = 1e13\n", "\n", "# Simulation run time (s)\n", "run_time = 10e-12\n", "\n", "# Source; plot time dependence to verify when the source pulse decayed\n", "source = td.PointDipole(\n", " center=(0, 0, 0),\n", " source_time=td.GaussianPulse(freq0=freq0, fwidth=fwidth),\n", " polarization=\"Ey\",\n", ")\n", "\n", "# Source pulse is much shorter than the simulation run_time defined above,\n", "# so we only examine the signal up to a shorter time = 5e-13fs\n", "fig, ax = plt.subplots(1, 2, figsize=(10, 4))\n", "source.source_time.plot(np.linspace(0, 5e-13, 2000), ax=ax[0])\n", "source.source_time.plot_spectrum(times=np.linspace(0, 5e-13, 2000), ax=ax[1])\n" ] }, { "cell_type": "markdown", "id": "5e59a24f", "metadata": {}, "source": [ "### Initialize monitors\n", "\n", "We will use three different types of monitors. The first one is a time domain monitor at a single point at the center of the cavity, which we will use to determine the resonance frequency and quality factor of the mode. The second is a frequency-domain monitor recording the near field of the mode at the slab center. The third monitor is a far field projection monitor placed right above the slab, which will help us visualize the emission profile of the cavity mode.\n", "\n", "For all of those monitors, it is important to exclude the contribution of the source pulse and study only the long-lived cavity mode. In the time monitor, this is achieved by setting the starting time to after the source has decayed. In the frequency-domain monitors, this is achieved using apodization, which applies a windowing function to the running Fourier transform." ] }, { "cell_type": "code", "execution_count": 6, "id": "943610de", "metadata": { "execution": { "iopub.execute_input": "2023-02-03T03:31:21.084241Z", "iopub.status.busy": "2023-02-03T03:31:21.084090Z", "iopub.status.idle": "2023-02-03T03:31:21.089181Z", "shell.execute_reply": "2023-02-03T03:31:21.088817Z" } }, "outputs": [], "source": [ "# Starting time after the source has decayed for time series and\n", "# for apodization of frequency domain monitors\n", "t_start = 4e-13\n", "\n", "# Time series monitor for Q-factor computation\n", "time_series_mnt = td.FieldTimeMonitor(\n", " center=[0, 0, 0], size=[0, 0, 0], start=t_start, name=\"time_series\"\n", ")\n", "\n", "# Apodization to exclude the source pulse from the frequency-domain monitors\n", "apodization = td.ApodizationSpec(start=t_start, width=2e-13)\n", "\n", "# near field\n", "field_mnt = td.FieldMonitor(\n", " center=[0, 0, 0],\n", " size=[4, 2 * np.sqrt(3), 0],\n", " freqs=[freq0],\n", " name=\"field\",\n", " apodization=apodization,\n", ")\n", "\n", "# far field\n", "ux = np.linspace(-1, 1, 101)\n", "uy = np.linspace(-1, 1, 101)\n", "far_field_mnt = td.FieldProjectionKSpaceMonitor(\n", " center=(0, 0, d_slab / 2 + 0.1),\n", " size=(td.inf, td.inf, 0),\n", " freqs=[freq0],\n", " name=\"n2f_monitor\",\n", " proj_axis=2,\n", " ux=ux,\n", " uy=uy,\n", " apodization=apodization,\n", ")\n" ] }, { "cell_type": "markdown", "id": "ade82bc0", "metadata": {}, "source": [ "### Define and run simulation\n", "\n", "In structures with (quasi)-periodicity, meaning with a well-defined notion of a unit cell, it is usually best to use a grid that is commensurate with the periodicity. This is why here we use a uniform grid in x and y, with a different step size to account for the different periodicity of the PhC lattice in these directions. In z, we use an automatic nonuniform mesh which conforms to the slab thickness and is finer in the silicon region.\n", "\n", "We initialize the simulation with reflection symmetries defined with respect to the x-, y-, and z-planes. Note that the eigenvalue of the symmetry (plus or minus one) has to be carefully determined, taking into account the vectorial nature of the electric field (and the pseudo-vector nature of the magnetic field). As an extra hint, positive symmetry is equivalent to a PMC plane, where the normal E-field component vanishes, while negative symmetry is equivalent to a PEC plane, where the parallel components of the E-field vanish. The symmetry values can be determined by thinking about a y-polarized electric dipole at the origin: (1, -1, 1)." ] }, { "cell_type": "code", "execution_count": 7, "id": "c0bbd0f4", "metadata": { "execution": { "iopub.execute_input": "2023-02-03T03:31:21.091338Z", "iopub.status.busy": "2023-02-03T03:31:21.091176Z", "iopub.status.idle": "2023-02-03T03:31:21.099630Z", "shell.execute_reply": "2023-02-03T03:31:21.099224Z" } }, "outputs": [], "source": [ "# Suppress warnings for some of the holes being too close to the PML\n", "td.config.logging_level = \"error\"\n", "\n", "# Mesh step in x, y, z, in micron\n", "steps_per_unit_length = 20\n", "grid_spec = td.GridSpec(\n", " grid_x=td.UniformGrid(dl=alattice / steps_per_unit_length),\n", " grid_y=td.UniformGrid(dl=alattice / steps_per_unit_length * np.sqrt(3) / 2),\n", " grid_z=td.AutoGrid(min_steps_per_wvl=steps_per_unit_length),\n", ")\n", "\n", "# Simulation\n", "sim = td.Simulation(\n", " size=sim_size,\n", " grid_spec=grid_spec,\n", " structures=[slab, holes],\n", " sources=[source],\n", " monitors=[time_series_mnt, field_mnt, far_field_mnt],\n", " run_time=run_time,\n", " boundary_spec=td.BoundarySpec.all_sides(boundary=td.PML()),\n", " symmetry=(1, -1, 1),\n", " shutoff=0,\n", ")\n" ] }, { "cell_type": "code", "execution_count": 8, "id": "8afc52cf", "metadata": { "execution": { "iopub.execute_input": "2023-02-03T03:31:21.102205Z", "iopub.status.busy": "2023-02-03T03:31:21.102026Z", "iopub.status.idle": "2023-02-03T03:31:21.742769Z", "shell.execute_reply": "2023-02-03T03:31:21.742342Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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mMwoLC40bb7zRqK+vT5zfuXOn8Z3vfMfo16+f4XQ6jZycHOP00083Pvjgg4TNhx9+aFxwwQVGUVGRYbfbjaKiIuPKK680tm7d2mHfu3pdOBw2fvvb3xpDhw41HA6HkZ2dbYwdO9a4//77jcbGxiTbv/3tb8bo0aMTdtOmTTPmzp2bOH/gwAFj9uzZRkZGhgEkSoynlhWP8+KLLybay8nJMb75zW8a+/fvT7K55pprDI/HY7q/X/ziF0ZXfqWXLFliTJw40XC5XEZRUZFxxx13GO+9956pP83NzcY3vvENIysrywA6LDE+bdq0tCXCf/GLX3Tap87QNM146KGHjNLSUsNutxtDhw41nn32WZNdvOT6rl27ko4fOnTI+O53v2vk5uYabrfbmDZtWtr36KuvvmqMGjXKcDgcRnFxsXHvvfca4XD4mO9BIBAIBALByYlkGJ3kUgkEAoFAIBAIBAJBN0XsYRIIBAKBQCAQCASCNIiASSAQCAQCgUAgEAjSIAImgUAgEAgEAoFAIEiDCJgEAoFAIBAIBAKBIA0iYBIIBAKBQCAQCASCNIiASSAQCAQCgUAgEAjS0K2Ea3Vdp7KykoyMDCRJ+qK7IxAIBN0GwzBoamqiqKgIWRbf1QkEAoHg5KFbBUyVlZWUlJR80d0QCASCbsu+ffsoLi7+orshEAgEAkGX6VYBU0ZGBgA/+vFPcDpdJDR79WjsX1lFdfuQkFBkGR0DQ7fW9ZVkCRkJTdetz0ugyDKarpNOGri9D13X0EItseMON7KsHHcfnd2HgUE02Bx7FIqKYncddx9duQ8tHETXYmOiurxiPIiNh+pwgSTREoqgf45607LWitx2z1GbC/gCVmcNDTUaivVBdYCkfP59wECNBAHQZRldcX4BfTgZxkPHFo797hjt+hYOtfKHxx9N/B0WCAQCgeBkoVsFTPE0PIfDicvtxjDA0CJgqCBJSIoNSQbZ6cGmqBgYaSfHiiwjIRHVNWtfSKiKTFSLTXytUGUlNimOhNFCzUgeDwCGoaM4nKg2+3Hz0dl9RLQoemszNrcLSVYxtAiyLRY0HS8fXbkPLRxER0VSXBh6FEkS45EYD1XF5nSjKSG0zylgkrUwimagywqyrmGXZKJqLHD7vJB0DTUaxLDHxsNh6ERVJ4b8OQZNhoEaDSKprsSz0BQbumL//PrAyTEekqFjU4xYsGTRL5EOLRAIBIKTjW6dSB4LlvTYh7qkIDs8GIaG3tp8ePXpBKNr0djkXFKQnRnIzgwkSUELNSdWWU40hmG03bOG4vCiOL3INhd6JIgWDn4ufYC2laVIENnmQnF6URxeMR5J49H6uY5HbHIeRlPsaKqLqOpCMnTUaJC0S2jHmcTkvC0wiKouDEmOBS9pAtfjTjxYMnSiqgtNdaEpdhQtjKyFP58+IMZDIBAIBIIvim61wtQePRIBdCAWLGHEkkcUmxstHCDS0oDi8JBmoQAjHmhp1isFSKAjg66nbUPTIkRbm2PBmt2F1LbqINtdaKEWoi2N4PSSNq7tgg8DIxZspEkBi6WeBTB0DcXuQUICTUNWbBi6hh4OEsFAUu1H7aMrzyoSDqOHW5FUO7JiA02LpeKJ8UiMB4ZGNNSChIIk26wdHCckPYKiRdAUG4akJCbDUcWBGm1FjbSgqQ5OaDqYoaNGWzEkGU2xIxmx8dAUO0o0hBppIao6QTqR3/sYKNFQW7AUS8GTdA1DUtBkFSUaAkPHEOPRbjxIE8B9fmmkAoFAIBAcT7pnwGTogA6SjCTLYIAhGUi6hiTLyHYXuhaNrXYo1hMhQ4t9/KednhixeTPpbAwDXYsiq7bEZDiOBMh2B7oWQY+EkBXVOuWmMx8c3p6V/nwESZKx2e0gGWAcXkVRVRVDljD0KEQNpDQpUJ356OxZGZqGoWuodkfMR7s+SBJiPNpQFBVZkoiGw8h65MQFCoaOZOjoig1JkpGM5JUDXbEjGRqKFjlxaXGGgWRoGLKKISvIRnIgbCg20DUUPYIhKScsJU3SNZAkdNmOjJH0vkCS0RUbsqFjiPFIjEd8LKSUAEkk4gkEAoHgZKV7BkySgs3lQ1LtsX1MuoahR3CXDEdxuAHIcNiJ6AatkYhlE06bDZss0RSyTslRZBm3TaUlEk27X0X4ED6OxIciSaiKwpaaOkLa8Ul/8ththKIa0TT9hdhE1+uw0RyKdLpGoMoydlWhJWx9f0fapiJJuOwqzaGO24PY83eqCoFOfDttKl6HjdrmjtMb7YqCosgEO2kPwKEqSJJEa6TjtE2nTUXXDcKdjF9Xn2NX25QAj8NGSyiKfoJXeuRoCN+h7eiymhRERqIiZBIIBALByUm3DJgUuwOby0tU04mtSxhgKEh2N5IjtpFZdjqQNQ1Jtp4AyTYVWVGQCFmelyQJm9OBJIWQ0uwvED6EjyPxIUkSiqqg21rQpGMLmNx2letnjKC8ZzbhqMZrK7Yzf+N+k13/wiy+O30oWR4ntU1B/jpvHXvrmizbnDGsNxeM6YtNVdhUUcdf568nGDbfZ/s265qC/CVNm+P6FvKNSYNw2VX21vp58sO11Aesn/2U8iIumTAQh01h+8EG/vLhWppazcHGDTOGM6J3PpIkEQhF+PVryyzbPGdUGV8b2QdVkVm7t4anFqwnHLUOKi+e0J/Th5SgyDLLdx7gHws3oqWkXKqKzLWnDWFsWSGarvPB+r28tmKHZXtnDC3hgrH9sKsKmysP8dd562ixeI6pbX64fh+vrthusuuR5eGGGcMpzPTQFAzz9MINbKw4ZOn7eBFfXUpa8TqhqZMCgUAgEJw4uuUnmGJzfNFdEAi+UM4b05fyntkA2FWFyyaW0yPLk2QjSfCdtsAGIC/DxbXThlq2V5zj5ZIJA7CpsQny4F65nDOqzGQnkdxmboaLb1u0meG0cfWUwbjsse90euf5uGxiuaXvvAwnV546CIct5rt/YRYXjutvshtdms/I0oJElTaPw8aNM0eY7PoVZnLemL6oSuzP44je+Zw1vNTS9/CSPGYOK0VpE2Id37cH0waZNYZOH1LM2LJCILYSNmtEH4b0yjHZFWV7uPSUgdjbnuOgohxmj+5r6Xv64OQ2zxpRytDiXJPdt6YMpjAzNrYZLjvfmT4Mm3Ki//RLqNFWUQhCIBAIBF8JumXAJBB0d0pyzVo4xTnepNdeh51sT7LWUM8sD6psTq1KvTadD6/TZmqzR5YnEZzEKcz0JIKvRHsWPgCKsr3IKX2y8j3YIkDJ9bpMx4pzzNdatZfueHGuxbOwaLPYcgysfFvfd1fG0OqYx2Ejx3NiNaQMWRHV8wQCgUDwlUEETAJBN2RndWPSa03X2V3jTzrW3Bqm2t+SdGxvrZ+oRYW/XTV+9JTjO6sbTHZNrRGqGy3aTKluWFnfbNoPlNrnw9c3ma63sl29u8ZUnr6qIWCy22Vx7Y40vq3u0cq31fU7D5qP7a5ptHiO6XxbtNmFY40toU73bx0PNNUhgiaBQCAQfCUQAZNA0A15a9UuVuw8iKbrNAXD/HPRJmqbkifRBvDXeeuoONQMwJ5aP39bsMGyvYONLTyzeBNNwTCarvPpjgO8s3q3pe1f5q9j/6Gmw21+ZG6zJRzlr/PWUdccRDcMNuyv46VlWy3ba2gJ8bePNtDYEkLXDVbvqeY1i708GysPsWRrBboRK+1e1xRkztw1Jru9dU288PFmAqEIUU1nydZKPly/19L35sp6Xl2+nWA4SiSqMW/DPpZsrTTZLdpcwUeb9hPRdILhKK98uo3tBxtMdtX+IP9cvDHxHJfvPMDbq3dZ+l60uYIFG/cl2vz3p9vYdsDc5jOLNiV8HWwM8Jd560x7rE4MUpJOE0b6wiICgUAgEHyZkYzPSxH0S4Df7yczM5P7fv0I3oxMopoe08XRohhalIx+E1CcsVx/n9NBRNMIpql65bKp2BQFf6v1JnRFkvA5HfhbQ2hpHrHwIXwciQ9FkrCrCusP1NAaPT7f2MuShN6FPwFdtTsRbZ4I36osd1gZMI4kdU0TVmr7v85sJYlYjZnOm+zyvXS1zSN5jseCEg2SVbsZXVJiRR/ahH/DLQF+9/CvaGxsxOfznfB+CAQCgUBwvOieVfLaNmirikxMQ9TAMDS8Djs2Z6wghCJJKGps8mrZRtvGcZ/TuoBE+/PpJs/Ch/BxJD7S6oEeA12dQB/JRPt4t3kifHclWIKuP28j8X/Hpz3o+r10tc3PI1iyRIqvNJ34NECBQCAQCE4E3TJgik8cDMNoKypuYBgQ1TVo0zJR1NijiaTRNunsvC7J2BSZiKajpUlFET6EjyM5L0tSosKbQHBSIUloqqhOKhAIBIKTk24ZMMWzEDXdiAVLuo5hGLRGNBQlliplU5QOU6fiNunOK5KETXEQjETSrjYIH8LHkfiIp+SdKFRFZlTvfJx2lbV7a/AHrQV6IVahrSjbw87qRmr8Ha8cZLkd6IbRYXsQCwhzvE4aWkKmIg7tkYhVxotqOgdTilIk3Y8ske11cqi5tUt7drLcDqK6TrOFflMct12lMNNNVUOA1kjHaZHZHgfBcLRTO5sik+1xUNvU2uEqkF2VGdorF80w2Li/zrL4BsSe4/DeeWS67GzYX0ddc2uH/j8/RLAvEAgEgpOTbhkwCQRfFUaX5tO3MIuKQ00s23EgbXpWcY6XS08ZSK7Xyfr9dfz7021E2gUlqixx+zljKMvPBOCicf145K3POGBRRe7skX24YGw/IFZd7+8fbeCzXdUmO1WR+e70oYwqLQDg462VPLtkk2UfS3IzuGHGCHK8TlpCEf7+0QbW768z2TltCj84axT9CrMA+GzXQZ5asN7U5qCiHL47fShep53GlhB/mbcubbU5myJz3RnDGV6SB8CCjft4cam5wMSYPgVcc9oQ7KpCMBzlL/PWsrmy3mTncajcOHMk/Qqz0HSdN1ft4t01uy19jyjJ45rThuB22GgItPLkh2vZU2sW8fU6bfz03HEU+NwA7D/UxO/f/IxQyl42Cbhh5ojEvYSjGn96bxU7UiryjS0r4OyRfbApMgs3VTBv4z7L/kFsbMaWFdASirJ4S4WliK5AIBAIBF9lRJU8geAk5dzRfbl+xghmDuvNNacN5ZuTBlna2VWZW2aNZmDPbHIzXEwbXMzFEwYk2YwozU8ESwBuh40zh/U2teWyq5w7+rAgrSLLfH38AJMdwNTyXolgCWDSwCLG9im0tP3WlMHkeJ0J39dOG2rSZgI4fUhJIlgCGFtWyJg+BUk2kgTXnjYEr9MOQKbbwTWnDbH0C3DG0JJEgAEwfUjy69h9Snxz8qDECp/LrvLNyYMt25s9um+ij4osc8HYfpaaSaoiJ4IlgCyPk6umWLc5bXBxIliCmF7TxAE9TXZ9CzOT+m5XFc4ZmSwg3Ds3g+9MH0ZxTgaFmR4unTiQMWUFqU0BMKBHFneeN45ZI/pw0fj+3HHeOOyq+NgQCAQCQfdCfPIJBCchEjBjWEnSsVMHFuG2mxeNe+f68LnsSceGpIi4umzm65yWx5RE0ZQ4XqfNso89sz1dOgZQlHLc47CR5bab7NoHDXHyU455HXYy3cn7ZQp8bssALObbLPaa2k+Pw5YIbOLkZbiQLfaU9bJoL/X+ADJddlObPbOsn4/XYX7GVs/daswctuQ0ziHFuaZ+D+2Va+n39CElSeNdmOkxBZMCgUAgEHzVEQGTQPAVwWryDiS0jJKPJe9rWbu31rR355PtZj2h+kCIHSn6Qct3HrT0u63KnK627YD5GMD2FP2guuYgh5rNpdU3VpjT9DZVHEp63dQaNgnS7qppTLsvyqpPqf3xB8MJ7ag4mysPWe45StVC0nTdMh3wUKDVpH1lpaME8Nmu6iRfUU1n1W5zGuTWqnpTm0u3VyW9Tj0P5vdDR0hiL5JAIBAIuhkiYBIITkIMYN6G5H0nS7ZWWu4vqQ+EeH3FDvS2IgGNLSFeWbYtyaapNczv31zBki0VfLbrIP/z/mrW7zMHJwBPfLCG+Rv3saWqnrdW7eJfn2yxtFu+8yBvrtpJc2uExpYQLy/darnnB+AfizayufIQmq6zt9bPkx+stQxGlu88yH8+3UaNv4Wq+gB/W7CePbV+k118z1JE09laVc/fFqy39AuwZEsl763dTUso1s8XPt5sGeA8+cFa1u+rpbElxKrd1fzdQnAX4N21u1mytZJwVONQcyt//2iDZWEMw4AnP1zL7ppGwlGNjRV1/GPhRss2tx9sYM7cNazbV8uaPTX86b1VVNab95dFNJ3H3v6MBRv3sWp3NX9bsJ7FW5ID35W7qpOCrV3VjczbYC3MO3/jPrR2JdirG1tYu6/G0lYgEAgEgq8q3VK49hcP/R6P15coK65rUYxohNzyiajOWDqNs628c2vUeoNzZ+eVLpSYFj6EjyM5Hy8rvqbyYEK4dkyfAvoVZrL/UDNLt1d1qMmT5XaQ43Wyr64pqeCDoHvSM8uDTZHZV9fUoYRU79wMxpYV0hKOsHhLBYFQx0UfTMK1bYRbmnnsgXuEcK1AIBAITjq6ZZW8eOqSJElgtKWYSKDKiklQNJ3AaGfn4wKkNkVGNjpOYRE+hI+unLcSrl25u5qVFqlZVjS0hGhoMae5CbonqWmL6dhb18TeOnPlviPCMFCi4r0nEAgEgpOTbhkwxVNMoprepsOkYegGzaEwihT7UPc5HR3q5bhsKjZFwd9qPQlQJAmf04G/NZRWk0f4ED6OxMeJ1mESCE4IhoEaDaKnWXUVCAQCgeDLjtjDJBCcJMhS59vtM112RvcpsKzKdrS47SqDinISZb87wqbIFPisq8e1J8vtYGL/ngwqyu7QrmeWh965GXTSHBAr0907NwOPRUW5ODJw+pBivj6+P7kd3I8sSRTneE3VBdOR7XHQtyATW5pKfAB5GU5OHdCT/u3Koqcj0+3okm+7KlPeM5semebqgUeL264yqjSfsvzO0+acNqXj92RbsCQZOlG18/ePQCAQCARfRrrlCpNAcDKhyBLlRTn4nHaCoSgOt8zireYKdoN75XDDjBGJVag3Vu7k7dW7LNuUJDhnVBnjygppDkX472c7LCu09S/M4qYzR+Kyq+iGwX8+3caHG6xFTkeX5vOtqUNw2VUONbfyxAdr2H+o2WTXtyCTW2eNTpS7Xr7zAH9bkFxAQZYkvnf6MEa3aSztrmnkT++tJphGNLU4x8vNZ40iy+0gqum8uHSLqdiBDPz6iilktZUcnzGsN0/MXWMSyM3LcHLLrNEU+NzousEbq3amFZ4FOHtEKeeN7YcsSTS0hPh/FgUZhhXn8v0ZIxKlzedv2MdLy8ziuIos8e1pQxlbFtOr+nTHAf6xcKNlAYzCTDe3fW1M4n7mbdjLyynFPCAWAF08YQADemRRWR/g5WVb01bF65Xj5bazxyRKln+yrZJ/Ltpkssv3ubju9OGU5GZQH2jlHws3ssVUFbF9sOSCaNcr8QkEAoFA8GVCrDAJBF9ySvN85Hhi387LssQF4/pTaKFHdMmEAUkpe7NHlZHhtF6lmDG0N+eO7kuPLA/9C7O4+cxRJu0igEtPGYCrTdtJliQuGt/fUv/HoSpcfdqQhG2O18k3JlsL6Z43pm+SNtD4vj3onSLsOrpPfiJYAuiTn8kZQ5N1p9pz+anlicBBVWQun1huWmmaMbx3wiZ+P1ecWm5q68Jx/RN6T7IsccHYfpbPO36f8WAJYitnF1sI+V4wrl+SDtTpQ0sSY9qeUwcUJYIlgAn9ejChXw9L3xeM7Zd0P2cM7U1xjlkD6qopg5k0sIh8n5uRpfncdObItKtC543umzS+pw4oojTPvNL0rSmDE2K82R4n350+zKRzpURDiWCpffEHgUAgEAhONkTAJBB8yUkNUGRJoiQvw2SXGhzJspRWVHZYiviow6YwsEeWyS41DU+RZTJd5sAq2+MwiaamE2G1Ete1EoVNxepYnFRBW1WRTSl3VgGK06IvhRbpbfk+a9+5Xqcp/dCqn267eRzcDrPvIotnli690ipF0uoehxUni9IWZXvJzbBOj/NZiAVnWqQGpgZRGS47ue18S7omgiWBQCAQfGXolgGTFhHVmgQnD6mCsrphsK/WXLUsVci0sr6ZA43WldAONXdNvHTt3tqk19X+FsvqajVNQeoDydenE2H9NEXotq45aBLD3VhhFoXdsN9aFwpgU4qgbUNLiMqUfi7YtJ9UFYV1KfcXaytZCDcYjrKrxqz1BLC3tommYLjTfi7feSDp9f5DTVTUm9MVrUR0t6YR+00dm5ZQhO0pzxFiArntCUc1moIRkx3ENJra0xQMW/rfnfI8moJh6pLeUwZR1SmCJYFAIBB8JeiWe5j0SJhoKIhkc4AhQVtZcVk6XBpakSR0SU68TkVpO5f2vCwf/le3rg4lfAgfXfGxv64JuyLjddqJajqvr9jOQX+L6dqXP91GIBxhUFEOBxtaeP2zHWl1md5cuYv+hVnkt63MLNy031Ks9cWlWwhHtVibjS38+9NtlvtpNN3gyQ/W8s3Jg+iR5WHbgXqeXWze+wLw4fq9RKIaI3vnU98S4u3Vu0y6UPvqmnhq/nrOHtkHuyqzcHMFK1ICreR+xvYDDe6VS7W/hRc/2UI0pc2DjS38df56Lj1lAA5VYd2+Ov6xyCwU+8bKnThUhZGl+TS0ifwGQtYBRiiq8f/eX80lEwaQ63Wybl8tr67YbrL772cxAd8hvXKo9gd5e/Uuy7FZtaeG1z/bwYyhJRgGzF2/J62A8LtrdqPIEqNK8/EHw7y2YrulcPELH2/h+zNG4LKraLrOi59sIdSm45XKh+v3YhDbj+YPhnlj5U5aI2bbZxdv4nunD6N3no9DzbE9TFH98A0ZkgJSt/w+TiA4qVmwYAGnn3468+fPZ/r06V90dwSCLw3dUrj2vvsfQlUlVLsb1eFC16Lo0TA9B0/G5jKnOgkEXwZkIGIYrKo4kBCuPRZUWaI030dza4SDjeYATPDVwW1X6ZXjpbqxhcaUFbFjwWlTCEW0JOHb9MK1AR574G4hXCsQfAmYM2cObreba6+9Nun4yRAwPf/881RXV3Pbbbd90V1J8NRTT/H73/+eXbt2UVJSwq233sott9zSpWtDoRD33XcfzzzzDPX19YwYMYJf/epXnHnmmSbbjz/+mDvuuIOVK1fi8/m47LLLeOihh/B6zftXBceXbrnChGpHtduIhlrQdB1ZsWEYBk2hMGqSDpNOMGL9zbLLZsOmyOk1eWQZj91GIBxJ6D6lInwIH0fiQ5Ek1E4Eb4+EqG6w46B5VUnw1aMlHE2bInksWK0+CQSCLz9z5swhLy/PFDCddtppBINB7PauSSp8ETz//POsX7/+SxMw/e///i833HADF198MbfffjuLFi3i1ltvpaWlhTvvvLPT66+99lpeeeUVbrvtNgYMGMDTTz/NOeecw/z585kyZUrCbvXq1cyYMYPBgwfz2GOPsX//fn7/+9+zbds23nnnnRN5iwK6a8CEgepwoek6eiSIoWtIsoJukBAc1QwDzdDTCpBqho5sSGnPx1OyNL2jNoQP4ePIfCh0mwVhgUAgOKEEAgE8nuOnWfdVQJZlnE6hmdZVgsEg99xzD7Nnz+aVV14B4LrrrkPXdR588EGuv/56srPT6w1++umn/Otf/+KRRx7hJz/5CQBXX301w4YN44477uDjjz9O2N59991kZ2ezYMGCxCp9nz59uO6663j//fc566yzTuCdCrp1krlidyHbXOjREIZure8iEHxZ8ThUxvUtZEivnE6FXQsz3RSkqfSWSo9MN/kdVKSDWBnx0X0KGFaS26lIbb7PRa8cb6eiu/0Lszh1QM8OBWUBPA4b0wYXM21wcYcitT6XncG9ciyrvKWiyhIDemSZypu3RwJG9s7jrBGl9OlE1FVVZEaX5jOurBCH2vGqYKbLTmleBqrc8RMqyvYwoV+PtCXO47jsKr1zM7Crnf95d7fZdiS4C7H3z8T+PSzLlgsEXwYqKir47ne/S1FREQ6Hg7KyMm688UbC4VgK6tNPP40kSXz00UfcdNNNFBQUUFxcnLh+zpw5DB06FIfDQVFRETfffDMNDQ1JPrZt28bFF19Mjx49cDqdFBcXc8UVV9DYeHilfu7cuUyZMoWsrCy8Xi/l5eXcfffdnfa/K9eFQiF+8Ytf0L9/fxwOByUlJdxxxx2EQuaMhGeffZYJEybgdrvJzs7mtNNO4/333wdik+wNGzbw0UcfIUkSkiQl0u8WLFiAJEksWLAgqb2XX36ZsWPH4nK5yMvL46qrrqKioiLJ5tprr8Xr9VJRUcGFF16I1+slPz+fn/zkJ2ha56vRr7/+OrNnz06MYb9+/XjwwQeTrp0+fTpvvfUWe/bsSfS9T58+aducNm0aI0eOtDxXXl7OrFmzOu1XR8yfP5+6ujpuuummpOM333wzgUCAt956q8PrX3nlFRRF4frrr08cczqdfPe73+WTTz5h376Y7qHf72fu3LlcddVVSSnNV199NV6vl5deeumY7kPQOd10hekwst2JroXBsE6hEgi+jBRmuvnxOWPJaAsGNlbU8T/vrzEVZFAVmRtmjGBoW2npNXtq+Ov8dWi6eaXKrsrcOHMkg4pyAPhs10H+tmCDqc1Ml52fnjeOXG8sqNpV3cjj76w0FW6QJLj2tKEJHaGd1Y38v/dWWaZxXXFqOdMGxyYvEU3nyQ/WsDGlWh3EgqC7zh9PVlsJ67NHlPLwf5fjT9mXM7pPAd+eNhSbIhPVdP6xaGPaohE+l53bzxlDYWbsm+ZVu6v56/x1pqIM35w8iMnlvRKv/7loI59sqzK151AVfnLuWIpzYsFXXVOQ3725wtRHgLOGl3LB2H7IssSh5lb+9N4qy/1kZwwp4dKJAwHQdYNnFm9i6Xaz7zFlBVwzdQh2VaG5NcL/frjWsnIexDSerpo8CJuq0BQM88QHayyrAZ7SvwdXTxmC3BbQ/efTbcxdv9eyTYHgi6CyspIJEybQ0NDA9ddfz6BBg6ioqOCVV16hpaUlKb3spptuIj8/n/vuu49AIFZJ85e//CX3338/M2fO5MYbb2TLli088cQTLF++nCVLlmCz2QiHw8yaNYtQKMQtt9xCjx49qKio4M0336ShoYHMzEw2bNjAueeey4gRI3jggQdwOBxs376dJUuWdNj/rlyn6zrnn38+ixcv5vrrr2fw4MGsW7eOxx9/nK1bt/Laa68lbO+//35++ctfMmnSJB544AHsdjvLli1j3rx5nHXWWfzhD3/glltuwev1cs899wBQWFiY2q0ETz/9NN/+9rcZP348Dz/8MAcPHuSPf/wjS5YsYdWqVWRlZSVsNU1j1qxZnHLKKfz+97/ngw8+4NFHH6Vfv37ceOONHT6Hp59+Gq/Xy+23347X62XevHncd999+P1+HnnkEQDuueceGhsb2b9/P48//jhAh/t3vvWtb3Hdddexfv16hg0blji+fPlytm7dyr333ps4Vl9f36XAzu1243bHvrhatWoVAOPGjUuyGTt2LLIss2rVKq666qq0ba1atYqBAwea9nVOmDABiKXhlZSUsG7dOqLRqMmP3W5n1KhRiX4IThzdPmAytGgiJU8gOFk4e0SfRLAEMKRXLkOKc0wV1aYMLEoESwAjS/OZ2L8nS7ZWmtqcNqg4ESwBjC0rZO3eWj7dkVwSe8aw3olgCaCsIJNxfQtNwcPI3vlJoqt9CzKZOaw3b67alWSXl+FMBEsANkXmgrH9LAOmyQOLEsESQJbHyeSBRbyzZnfimARceWp5YtVEVWSuPLWclbuqLSv8zRpRmgiWIBZsDS/OY+2+w2W7s9yOpGAJ4JxRZZYB08QBPRPBEkBuhovpg4v578qdSXa5XicXjDssepvjdXLxhAHMmbsmyc6myFwwrl/itSxLXDyhP8u2VyUlaKqKzFWTByfEi71OG9+cPIj7/7PU1EeHqvCNSbFgCWI6SldOGsRDr39qsv36+AGJYAliwsMfbd5POCq+ZBJ8Objrrrs4cOAAy5YtS5pQPvDAAyYpgZycHD788EOUtv2gNTU1PPzww5x11lm88847yG3VTgcNGsQPfvADnn32Wb797W+zceNGdu3axcsvv8wll1ySaO++++5L/PfcuXMJh8O888475OUla911RFeue/755/nggw/46KOPkva1DBs2jBtuuIGPP/6YSZMmsX37dh544AEuuugiXnnllcT9AIlnceGFF3LvvfcmVoo6IhKJcOeddzJs2DAWLlyYSNebMmUK5557Lo8//jj3339/wr61tZXLL7+cn//85wDccMMNjBkzhqeeeqrTgOn555/H5Tr82XLDDTdwww03MGfOHH71q1/hcDg488wz6dWrF/X19Z32HeDSSy/llltu4dlnn+U3v/lN4vizzz6Lx+Ph61//euLY6NGj2bNnT6dt/uIXv+CXv/wlAFVVVSiKQkFBQZKN3W4nNzeXykrzZ217qqqq6Nmzp+l4/Fj8+qqqqqTjqbaLFi3qtN+CY6Nbp+QZWhQt1IwkyUhK+tQegeDLhlUqmtdhTj0rOAIRVitbqzQ+a9/mY6lisjHf5mPWoq7Wv492i/S21GOqIicFk/H2HDbrL0WyLcRes1PSAq1S1tKlsXVFmBdiArep6YxWz9uuyqZ7dNttSCnX+px2XCm+rcYAYgFg6vOwspWkWOpne2yqgkPt9t+1Cb4k6LrOa6+9xnnnnWf69h0w/Z5cd911iWAJ4IMPPiAcDnPbbbclBRfXXXcdPp8vkVKVmZkJwHvvvUdLi3VV0fhKy+uvv46epvDP0V738ssvM3jwYAYNGkRtbW3i54wzzgBiqWEAr732Grquc9999yXdD5ifRVdYsWIF1dXV3HTTTUl7m2bPns2gQYMsU85uuOGGpNdTp05l586dJrtU2gdLTU1N1NbWMnXqVFpaWti8efMR9x1i43bBBRfwwgsvJAJGTdN48cUXufDCC5P2sD333HPMnTu305+rr746cU1HBTKcTifBoFnzsD3BYBCHwywGH3/W8evj/6az7cyP4NjptgGTngiWFGSHGzrdYSEQfHlIFUJtCUUsBVM3W6zSbK40HwPYZHF8c6VZtHTFruTUtkhUY/XeGsv2Uld0NlaY+7j/UDOVKSKuy1NWteIs23GAcLuS6uGoxrIU24imm4Rstx2oJ2ihUQSwNqXvEU039bOmKciWlOezeIv1N4erdlcnpSfqhmGZDrin1m/Sd9q43zwGgVDU1J+Vu82rZfWBVg6kiPVajSnE7qe2KdiprWFg6vvmykM0tR6/0uQCwbFQU1OD3+9PSrfqiLKysqTX8RWF8vLypON2u52+ffsmzpeVlXH77bfzf//3f+Tl5TFr1iz+53/+J2n/0uWXX87kyZP53ve+R2FhIVdccQUvvfRSp8FTV67btm0bGzZsID8/P+ln4MBYqm51dUx0eseOHciyzJAhQ7r0PDoj3fOB2Cpc6oqM0+kkPz8/6Vh2djb19dYC3O3ZsGEDF110EZmZmfh8PvLz8xOrSO2f85Fy9dVXs3fv3sQqzAcffMDBgwf51re+lWQ3efJkZs6c2elP3759E9e4XK7EPrlUWltbk4JAK1wul+UetNbW1sT59v+ms+3Mj+DY6ZZfE0qGTiToR1YUVKcPQ9cwDB2vw47NGYveFUlCUVVsaco4x4VFfU5ztJ96Pm3FM+FD+DgCHxIk9tUs33kQSZI4pX8PWkJR3l2z23ISu3ZfLS8t3coZQ0vQDYMP1u21DIIAVu6q5j+ebUwbXIymG7y7drfl/pdNFYd48sO1TC3vRUTTmLtuLzV+87db++qa+NuC9Zwzqgy7qrBoSwXLtpsDId0w+OO7q5g9qow8n4uN++uYt3GfZR8PNAR45M0VnDYolsK3cPN+U5AA8LePNnDx+AGU5vvYW+vn35+axWTjLN1+AJfdxqkDehKKaLy1eqfl/TzxwVrOGFpCjywPWyoPWabjARxobOEP76xkxtDeKLLEws37LZ9ja0Tjz+1Eb9emEb0F+L/56zl3dBnFORnsqmnk7dW7TDYG8OQHa7liUjm9sr1sP9jACx9vsWxPNwzmzF3D5aeWU5TlYeuB+rS2zy3ZzKHmVvoWZlFxqIm3Vpl9CwQnC8cysXz00Ue59tpref3113n//fe59dZbefjhh1m6dCnFxcW4XC4WLlzI/Pnzeeutt3j33Xd58cUXOeOMM3j//feTVrZS+9TZdbquM3z4cB577DHLNkpKSo76vo4n6e6xMxoaGpg2bRo+n48HHniAfv364XQ6WblyJXfeeecRrdilMmvWLAoLC3n22Wc57bTTePbZZ+nRowczZ85MsqupqenSHiav15vYN9WzZ080TaO6ujopLS8cDlNXV0dRUVGHbfXs2dNUPAMOp+DFr4+n4sWPp9p25kdw7HTLgCnSGsDmzUB1ZoAEBgaGAVFdg7ZfFqUt5SSS5pens/O6JGNTZCKajpamoITwIXwcyXm5rSJQnE93HDDtL7Ji/sZ9zE8TgKQyd/3eLm3oX7OnhjV7zKtKqXy2q5rPdlV3aucPhnnhE+sJeyr7DzXz/Mcdp2c0t0b4x6KNXWoPuvaMQlEtaa9UR+ysbmRn9bpO7XbX+Pn9W591ahcMR3l52bZO7Q76W/jju13b/FvVEOAP76zs1C6i6ab9VwLBl4X8/Hx8Ph/r168/qutLS0sB2LJlS9LKQTgcZteuXaZJ9fDhwxk+fDj33nsvH3/8MZMnT+bJJ5/kV7/6FRAryz1jxgxmzJjBY489xkMPPcQ999zD/PnzTW21p7Pr+vXrx5o1a5gxY0aHqXX9+vVD13U2btzIqFGj0tp1NT2v/fOJp//F2bJlS+L8sbJgwQLq6ur4z3/+w2mnnZY4vmuX+QuaI00tVBSFb3zjGzz99NP89re/5bXXXjOlZgKMHz/+iPcwxZ/xihUrOOeccxI2K1asQNf1Dscgfv38+fPx+/1JhR+WLVuW1P6wYcNQVZUVK1Zw2WWXJezC4TCrV69OOiY4MXTLgAlZwebyoekGhqFj6DqGYdAa0VCUWNqOTVGIaBrBSPpy4zZFSXtekSRsioNgJJJ2tUH4ED6OxIciSZZ7eASCLxuSrkEnpcoFguOBLMtceOGFPPvss6xYscK0j8kwjA4n2DNnzsRut/OnP/2Js88+O2H71FNP0djYyOzZs4FYWWe3243abv/e8OHDkWU5kSZ16NAhcnJyktqPT3itUqnidOW6yy67jLfffpu//vWvSSWoIba/Rdd1PB4PF154IXfeeScPPPCAZdGH+P15PB5T2XQrxo0bR0FBAU8++STf+c53Ento3nnnHTZt2pRU9OJYiAcv7Yt0hMNh5syZY7L1eDxHnKL3rW99i8cff5zvf//7NDc3WxaMeO6557q0F6h9YH3GGWeQk5PDE088kRQwPfHEE7jd7sT7B0jsO+vdu3eiyt4ll1zC73//e/7yl78kdJhCoRB///vfOeWUUxIrh5mZmcycOZNnn32Wn//852RkxAoLPfPMMzQ3N3PppZce0fMQHDndMmBS7K62PxpCBFQgEAiOPwZKNETUptCpSJhAcIw89NBDvP/++0ybNi1RcruqqoqXX36ZxYsXJ5W9TiU/P5+77rqL+++/n7PPPpvzzz+fLVu2MGfOHMaPH5+YWM+bN48f/OAHXHrppQwcOJBoNMozzzyDoihcfPHFQKwq38KFC5k9ezalpaVUV1czZ84ciouLkyrbpdKV6771rW/x0ksvccMNNzB//nwmT56Mpmls3ryZl156iffee49x48bRv39/7rnnHh588EGmTp3K17/+dRwOB8uXL6eoqIiHH34YiJW9fuKJJ/jVr35F//79KSgoMK0gAdhsNn7729/y7W9/m2nTpnHllVcmyor36dOHH/3oR0c7bElMmjSJ7OxsrrnmGm699VYkSeKZZ54xVTmM9/3FF1/k9ttvZ/z48Xi9Xs4777wO2x89ejTDhg1LFM8YM2aMyWby5MlH3G+Xy8WDDz7IzTffzKWXXsqsWbNYtGgRzz77LL/+9a+TAuE///nP3H///cyfPz+he3XKKadw6aWXctddd1FdXU3//v35xz/+we7du3nqqaeSfP36179m0qRJiff5/v37efTRRznrrLM4++yzj7jvgiOjWwZMR1MpRiD4InGoCtleJ7pmdCgUKwH9e2ThsqlsqaonFLVO/bOrMmcN70NpXga7a/28v3aPSUcpTobTTt8CHwf9Qcv9Qu0pzvFiABWHmtPaSMCI3nn0zPaytaqendXpvynsX5hFboaTrVX11AfSf0MLUN4zmxyvk82Vh9LaZnscXHFqOV6nnY827uPTNNpMiiwxrCQPuyKzfn9d2oIREBO9HVKci02RWb+vLu0zz3DaGde3EMMwWL7zoKngQ3t8Ljv5Phf765rTtgcxkdoBhVk0tITYW9eU1m5YSS6TBhQRjsb2nFXUpx+fsnwfPreDbVX1tHRw38U5XvoXZlHVEGBLVfK+OENSkPUwajRIVHWJoElwQunVqxfLli3j5z//Oc899xx+v59evXrxta99LfFNfkf88pe/JD8/nz//+c/86Ec/Iicnh+uvv56HHnoImy1W4XLkyJHMmjWLN954g4qKCtxuNyNHjuSdd95h4sSJAJx//vns3r2bv/3tb9TW1pKXl8e0adO4//77E1X2rOjKdbIs89prr/H444/zz3/+k1dffRW3203fvn354Q9/mCj+ALEArKysjP/3//4f99xzD263mxEjRiQVObjvvvvYs2cPv/vd72hqamLatGmWARPEBGndbje/+c1vuPPOO/F4PFx00UX89re/7TAYPRJyc3N58803+fGPf8y9995LdnY2V111FTNmzDCJy950002sXr2av//97zz++OOUlpZ2GjBBrPjDHXfcYSr2cKzcdNNN2Gw2Hn30Uf773/9SUlLC448/zg9/+MMuXf/Pf/6Tn//85zzzzDPU19czYsQI3nzzzaTURIAxY8bwwQcfcOedd/KjH/2IjIwMvvvd7yaCYMGJRTKswvevKH6/n8zMTO779SN4MzKJanps/5IWxdCiZPSbgOKMlZj0OR0dpk65bLGN+/5W64mZIkn4nA78raG06VnCh/DRFR9ep43hJfkYhkEoouHz2XjiwzUmYVVJghtnjmR4SUzHoz7QyqNvfUZdc6vJz3WnD2dM2eENqit2HuSpBeY9AIOKsrlhxshECer/frbDch+PTZG5+cyRlLfpOG2sqOOJD9YStQjCrpxUnijaAPD8ks0s2mLe9NreLhzVmDN3jWliHueaqUOYOKBnwvbP769m24GGJBu3XeU3V05JFNwwDINXV2xn7rrkPVs2Reb2c8bQJz82UWkItPK7N1dYBmF2VebH54yld14s97yuOcgjb6ygMUWkNtvj4GfnT8DXVu68PtDKw68vtyzUMXlgEVdOKkeRZQKhCE98sIYdB81BZa9sL7d9bTReZ6zNxVsqeG6JeW/XkF453DJrdOJ1MBzlwVeXWt5P++fY3BrmD++ssgyuJvbvwbemDkkE7x+s35MorKFEg2TVbkZHQtVCGJJMVHURDrbw2AN309jYaBJpFAgEghPNH//4R370ox+xe/duevfu/UV3R3CSIZLMBYIvOSW5GSjthEP7FWZR3jPHZDesOC8RLEFMX2jWyD4mO4eqJAVLAGPKCix1hS6eMCBJr+fc0X3JcJo1J6aU90oESxAT0p00wCywl+G0JwVLAOeMLjPZFfrcSXZ2VeH8sf1MdgBF2Z7EJD9ue96Yvia7M0eUJlUnlCSJmcPMH5pjywoSwRLExHGt7ADG9+2RCJYAcr0uTh9qrlY1tbxXIliC2NicOtD8fJw2hcsnDkRp23fgcdi44lRzOV+ICch6243FlPJe9M7NMNmd0j/Zj8uuMrJ3vsmuT74v6Tl6nXbOtXiOMd/9klY6zxjaG68zRWuqLVCSDB01GkSkQAsEgi8KwzB46qmnmDZtmgiWBEfFSRsw/eY3v0GSJG677bYvuisCwQlFlc2/pk4LEVafyxzI+CyCm6iuE4okp3mFoxqabp7QZrqSy5vLskSGy1qENZVcr/mYqphTs6wCNU/q5Btrwdx0x9PZmjH3x0pkNp2QrlU/rUR81S4K32a6HdhSCntYPdu4bSo+t3m8rdIJrVLtLN8/FsfA/P6T0xQkMWQlETQp0Y5TKgUCgeB4EwgEeOGFF/j+97/PunXrjtueK0H346Tcw7R8+XL+93//lxEjRhzV9fE9TIosYSChGzKGLuG0Kai22COJ6+Wkw9l2zmWztlEkue28LX2JaeFD+OiCj+rGFmyyjKYb6IZBY0uITRaCtBsr6miNRHG2u3blbnNJb003eGPlDi455XDO+38/22kSQgVYtac6aaXnQEOAKot9TBv213JGysqKlUhtfSDE+n21DGu3ErZoszkdb0+tn4ONLRRmHt5/kCrWG2dXdSM1/hbyfYdtU8VsAeau3cPMob0TwYthGMyzKKG+Zk8N54/pl7Sylq58+5rdNZw7qiwpyFlusS9q6fYqpg0uTgQVrZGoZZvV/haq/S0UtLsXK0FiiI1Nn/zDq1tNwTDbU9IQAT5Yv5cxfQrIaAt+dtf4WWXxvth2oIGmYDhhB9bvH4BPtlUxo92q25aqeg5ZpH5C+6BJKNELBILPl5qaGr7xjW+QlZXF3Xffzfnnn/9Fd0lwknLS7WFqbm5mzJgxzJkzh1/96leMGjWKP/zhD126Nr6H6f6HH8XliaWuGAboWhRDC1MwaDI2V0yMLC4g2pEAaVfOH482hA/hw21XcdkUdGBlxUEONFoXX+iT7+NrI/vgtttYur2KJVsrLe0AeudmUJrnY0+tP23BAFWROXd0GYOKcqhubOG1FTs4FLCeGE8eWMSMob0xMJi7bi9Lt1sLu9oUmdOHlsQEU6vq+WRblWWyVrbHwTmjysjLcLF+Xy3zNu4z7dtKtc3xxARgF27ab9lmrtfJlZPK8ThsfLSpIm0fe+dmcObwUuyqzJItlazdV2vtmFiRhDOHl6IqMos2V7AujW1xjpep5b0wgIWb9lOZpoBGgc/FZRPL6ZHlZltVAy8t22q5SiRJcOawUkb3yaehJcwbK3dQWW/dpsehMrwkn3BUY+3eGqIWq4kARVkezh3TF5/Lzqrd1czbsM/yOcqSxPTBxQzomU1VQzPvr91Da9uqZWIPk6RgyIcDyXCgiccevFfsYRIIBALBScdJFzBdc8015OTk8PjjjzN9+vQOA6ZQKJSkfeD3+ykpKRFFH4SPk9JHXIdp/YEaWjuonCYQfJGkDZhaAqLog0AgEAhOSk6qlLx//etfrFy5kuXLl3fJ/uGHH+b+++8/wb0SCAQCgUAgEAgEX1VOmoBp3759/PCHP2Tu3Lk4nc4uXXPXXXdx++23J17HV5gEAoFAIPgyoOs6lZWVZGRkCI1AgUAg+JwxDIOmpiaKioqQLYpsxTlpAqbPPvuM6urqJHVmTdNYuHAhf/7znwmFQihKcpUmh8OBw2GuJCUQfBVQZIlTBxTRI9PN5qpDrN9nXRxAAsoKMpEliZ3VjZbFHeKU5fsoyc1gd036fU0AeRlORvcpoDWs8emOA2nFVZ02hVMHFOFx2Fi1u7pDwdQcj5OBPbOo9gc7FLMtzvFySv+ehCIaizbvN2kexemR6WZE73z8wTArdh201ISK07cgk4E9s6lqCLB2T43lvh1JglP69aRPvo/dNX6W7ahKu6cq02WnvCiH+kCrSQ+qPQ5V4dQBPfE67azaU92h4O/gohz65PvYW9eUthAExCoEjuidRySqs2ZvTVpBYoD8DBd5Phd7avxpRWpzvU5OHVCEJMEn2yqpbbLewyY4OiorK8UXeQKBQPAFs2/fPoqLi9OeP2kCphkzZrBu3bqkY9/+9rcZNGgQd955pylYEgi+6nzv9OGMKo3p6cwY1puXl21l3oZ9STY2ReYHZ41iYM9sIFYh7Y/vrkxs0G/PWcNLuWh8/8TrFz/ZwoJN+012xTlefjx7bKIa3/Qhxfz2jeWEo8kTc1WR+fHssRTnxAqszBpRyp/eW2UZQAzulcONM0cmSm3P27CPl5dtNdmV5fu4/ZyxiUp3kwf25FevLSMQSp7sD+iRxa2zRh+2Ky/i8bdXWgaLU8qL+ObkwYnX6QRgL59YzrTBsT+m0wZDaV4GLy4197FvQSa3zhqdqLK3dHsV/1i40WSnyhI/nj2WkjbtpLNHlvL/3lttKc77tZF9knSo3l2zm9c/22Gyy8tw8tNzxyfKge+ra+KRN1dYBk1njSjlonGx8Q6Go/zP3NUmgdwcr5O7L5iQKKs+fXAxD//3UxE0HUcyMmLj/6Mf/Sj2BZ8ko6pqWzBugGGQ4ctGSqmuqWkGsgSSbL0qZegGugGKRSn/mIGBpoGiQCQcItTagmqzoUWiyIqKy+NF0zluPkizeha/D0PXCAaakOLC0pqGy5OBJCvHzUen9yFDMNCMrkVRbCrRSASH043N7jh+Pr6K49H2XvW67Mhp+nY0GIZBQ0MD0WgUu91OKBTC4/Hg8XiOm4+uEAgECAQCOBwOwuEwqqqSlZX1ua4IRyIRGhoaEnNdTdPIysrCZuuqhMaxczKPRyQSobY2VpAp1S4YDPK73/0u8bc4HSdNwJSRkcGwYcOSjnk8HnJzc03HBYKvOnkZzkSwFGfG0N6mgOnUAT0TwRLEquhNHdSLueuSy2mriszsFAHZ88f246PN+02rKGcMLUkqXV6U7WVUaYGpTPbQ4txEsBT3ccbQEsuA6cKx/ZJ0ic4YWsKHG/aaSlWfNqg4SdMoyxNb6Vq8Jbka4KwRpUl2/QuzGNgzm82V5nLsXxuZfN9Tynvx5sqdSStXNkVmSnlRkt3UQb349/LtppWr88b0TSpJPrF/Tz5cv5f9KatHg3vlJoIlAEWOPZ/UgEmWJM5OESCeOaw3b6/eZQqEzhjSO0k7qSQ3g3F9C/lkW3I1QJ/LzgVjDgdgLrvKJRMG8ts3kveHnjqgZ5IGldthY9KAIv67cieC40P8w9vjzcBut6FrGrKioCg2wMAwdLw+H4qaPDGKRDVkSUKx0PMC0DQd3TBMul5xDMMgoulo4SBaNERObgFOt4doJEJzUz0SOh5vBoqsHLMPmyKnncxEohqGFqUl0IjX58PrywKg2d+ApkVxubxIinrMPjp7VpquEWppwuG0480oRLXZaG0JEAw2Y7OpOD2uY/bxVR0Pw4hJXvjc9rR9O1J0Xaeurg673U5RURF2u52mpib8fj+yLHc6uT1eNDU1YRgGPXr0ICMjg3A4TG1tLZFIhNzc3A5TuI4X4XCYQCBAZmYmubm5ANTV1REOh/H5fNjt1np5x5OTfTziz1CW5bQ2nQXAJ03AdHyJPRRJAgwp9lqKfXMTL+usSBK6JCeVim6P0nYu7fm2AVFkGfT0mjzCh/DRVR+KJCFZCK12RLbHvN/P6pgqm4VHHaqCIklEUyImm8VqrmrxraLVPchp7judAGxqwGS1QmSVFqda9NFKKDbd8VShWcPCj2F1EGvRXK/F/Vl9E6tYHJMk83FZliyfpctu/pNupRvms/gmONsj0pe/aFTVTpQwuqZhGKCqatsik0FqQVsj/pMmL7TT84ZBuLWFSGsAp9uLw+XGMAwUVcWTkUXA30BLsx9PRiaykWZFows+6OA8QDQaoTXgR1VUPBmZxD+fPRmZBPyNBJobcXp8luLPXfXRWT91Q6el2Q+6hseXhaKqGIYReyYYtLY0Y9MNVHf6b9K783gYhoFlHvNREp+cRyIR8vLyEgFBfFLu9/uTXp8o4gGBz+dL+LLb7eTl5VFbW0tdXd0JD5riAYHNZkvylZubS11dHbW1tUnP6EQgxiPGSR0wLViw4Kiui08+4hNcHRndkMhw2LE5D08abIqMTel4EuFzdnzeY+94uVT4ED666kOChH5ObVMrq/dUM6q0IHH+QwsR1rV7a0yrE2v3mnWCWiOaqb3lOw9Y6vUs3lLBmD4FiQl3Y0uINXtrTHbr99cmibDqusFHFil+AMt3HEzqZ2V9s2lFBmDBpv2M61uYCO5qm4KW4qqLNu+nvN3KWrW/xXJ1CWDRlgrOGXV4lWnj/jrqUgK1qKYzf+M+zhxemjg2f+M+y+ezYufBpJWjuuagKdUt7udgY4DCzNgkTDcMFmw0Px9NN1iytTJJQDjdvrFlO6qYOKBn4nVrJMrqPeaxqawPUNsUJC/DlThm9b74ZFsVpw8pSQSBLaEIH29Lr+3VEZIeOarrugtGW2CkKLbYf+sa0YiBrChENQNdMn8JoxsGutbxTDXdHrZwawvhYAC7y4NidyXbSQoOj49gcyOBpkZcXh+SlH4S0tE+OYj/3TL3U4tGCDY3Iisqdk8Gsazew23ZPRlozX6CzY1ApmmVrSs+4qR7VoahE2z2o2tRXN5MDElJuh/F7sKmG4SDMY0zu9NtaqMzH+35So6HkTbD74hJNzmP83lN0q0m53E+r0l6umAJQJblzyVoEuNxmJNOh+lYiAvX3vfr3+PN8KHpeuyDSYti6BF8/SagOmPCtTG9HJ1gxPpD3mWzYVPk9Jo8sozHbiMQjqClWW0QPoSPI/GhSBKqorDuQDWtUa2t6ENPCjM9bKk8xPo0hQBGl+Zz5vBSJEli/sZ9ptS5ODZFZtaIUnrn+thV08jc9XvTFkroX5jFhP49aA1HWbBxf1oxW6/TxrRBxXgcNlbsOpi2mIMsScwYVsKQXrnU+IO8tWpn2mIOhZluxvctJBTV+HhrFYGQ9bMcWpzLmD4FNLWGmbdhH/407UnAxLbUxQMNAeZv3GfajxVndJ8CSvMy2FPbxCqLQC3e3rTBxYwszedQcytvr95lCsDieBw2pg0uxuuwsXJ3NdsPNljayZLElPIiyvIz2VvnZ+HmCrQ04rNDeuUwaWAREU3ng/V70xaSyPe5+Pr4ART4XGyuPMRrK3ZYTrRyvE4mDegJSCzd3nnRBysdJlkLE21u5HcP/0roMKUQ/1y69+f34U6sYBhEIhEMXUOSZHLye5hT8jQ9lgKWZs+IpsfSpKxWUFuDgdiqidOD2+1Jm4rSGgodXm3wZZom6R35gFgAGNUNVFky+YhGIwT8DSAreDIyLVeFAaKaRqCpMbH6o6Y8h458xEn3rAxDJ+BvJKpFcXp8ONMUiTIMg5aWQGL1x+kyrzR15/GIrYBCpufYUvI6m5y3p6MJ9LHS1bY7CmiOla62fSTP7Ej5Ko1HOBymqqrKMiWvubmZ+++/v9PPpm4aMAnhWuHj5PMhhGsFJwOpAZOshVG0MC3hKI/+6hciYEohKWCKb55uW22KRmNBU0ZmNm5vZtJ1R7tnJr4vx9m2ktHV/SyKouL1ZSVN0o92z0x8X46iqDjcne/Lie8v0rQo3oxs1HYb3Y92D5Nh6Il9OW5PZpf2SWnhIK3BAC6XF2dKel53Hg9FVdENg8xj2MN0NBP/EzFJP9I2T0TQdKRtnoig6as2HscjYDrxu9UEAoFA0C2JB0uaYseQP79qTl8VVFVFkhVag0FaWwLH3F58cu5yWa+SWKGoNrwZ2WhalGZ/A4bRcbpXZ7SfnKdO+NMhSTJeXxaKotLcVE80zQp9V2kfLMUm/F17bzpdHlwuL8FgsxiP9uMRPbbxONoJf0ZGBj6fD7/fT1NTehmMrnI0E/54OlgkEqGurg49TXZJVzmaACyenmez2aitrSUcts6m6CpiPKwRAZNAIBAIjjuSHkkES7py4qs4fVVRFBmny3XMk/SkyXkHxQusUG3HZ5J+NJPzOMcraEoNltQjLMvsdB+foOmrNB4BfwPaUQZNx7o6crwm6ceyOnK8JunHslp1vIImMR7pOamLPggE3QWfy06u10k0auCyqWlT8sryfYzuU0Bza4TFWyrSipECZLodTBrQE1mS+GR7lakiHYDbrnLm8FLyfS42VRzi462VabdVO20KY8sKUWSJVburaWq1/gCVJJg8sBf9CzOprI/tGbLaO9Mzy8Mp/XsQ0XQWb6mkscU6FTLOgB5ZlORmsKu6kV01fkubomwPV546CI/DxuItFczbuM/SLsNpY1RpARFNY9XumrTCvPH7mdi/JyU5GeysaWTFzoOWdoN75TCurJBAKMKHG/alvR9JghG988nzOtlUeYjK+vSTsuIcL9OHlKBIEou2VFjuEVNkiYn9e5Lftldpc6VZ56k9o0rzGdAji8r6AJ9sq0ordDymTwEDemRR1RBgydbK5D1Vho6iRdBUhwiWjgMOpxtZVgkGY/vRjnSCfSyT8zjxSXpzUz3N/oZEuemuciyT8zjxSXqzv4HmpvpEOlhXOdZgKU78GYrxaBuPxgYCTY14nTZcLnMV1nQcr1SyYy08cDxSyY618MDxSO071kIQX+XxOB4pgt0yYDqeS3QCwYkm2+NgSHEummYQimhcP2MEj77zmakgw5BeOdx85qhE9bpT+vfg4f8utyzckOl2cM8FE8ho0+w5Y2gJv/nvcmqaggkbCbhl1ij65Mf2TowtK8TnsvPOmt2m9lx2lTvPG09hZqyC1Lmj+/LbN5ZbFju4aFz/pGpzfQsyefLDtUk2xTlefnruuEQ1vKnlvfj1a8vSBmGzR5Vx7pi+idcvL91qCoYynHbuvmBCojrmpRMH4nbYeHNVsqZQXoaLO84dl3g2Zw0P8Ns3lqcNmr4xaRBTynsBcDolFOd4eW1FsqjsyN553DBzZOL1mLICHvzPMss2vzNtGOP6FgKxyoJ/mbeWNRYV7PJ9Ln4ye1xC82l8v0J+98YK9tYlf6t33enDGdmm2TVrRB+eW7KZxVsqLO/l7JF9uKCdQG55UTZ/W7DBZJcqpFveM4e/zj8sLC4ZOppiE8HScSR1kq7YuzYxPR6T8zipk3SXxwddkDqIRiMEmhqOaXIeJzVo8mRkgdS5cH0sWPIfc7AUR4xHDEmS8fgyafY3cOjQIfLzuzbRPt77bo52kn48990cbdB0PPdBHW3Q9FUfj4aGBnRdP7Zne0y9OUnRQgF0Lf037wLBl4mibG+S/lJBppvBRTkmu9OHlCRp6xRlexnSy2wHcGr/HomAAGKCpJNThFmLcryJYCnO5IHJNnEm9OuRCJYAMlx2pg0utrSdOqhX0uuRpflJYqsQC5Da60Jluh2M69vDsj2bIptKp587pq9p2nDm8N6JYCnOaSl9gdhzbP9semZ7GN+v0NK306YwKeWZnD6kxFRiNx5Qxcn1uhhakmtqr0eWJxEsQUxvqX3J8/aMKytMEshVZJlT+vdMsinwuRLBUpwzh/e2bA9gxtCSpNfj+/YwjQ3E7rE9Y8oKyHIfrjBmSLLYs3QCaJ8OFmpt6dQ+1Npy3Cbncdqng7U0N3aaDqa1VV87HpPzOEeaDmYYOi3NjcctWIojxiOGJMm4MzKx2dQupYOdqMpuR5oOdiKKFBxpOtiJKBpxpOl53WE8otEomqZ1qEHWGd1yhUmRFSJBPzaXD0mOVXcxDA1vOx0mRZJQVNVSpDN+HtJr8rQ/n65imvAhfHTFR2tIo94IoetGomRtl3/p05hZVWFKFcUNRcyrH+lWWRwWVZmsjgFEojrtdVx1wzCVYbfqdrp7timySdTSrsaqQLW/xmqlzSrdrH0QkjiW5l4Sne3kS12rlMOIRelyh2r+sLTqD0DYYixSj1mNczrx4COh0/E5DpOw7kZMe8kwHzNi7x+d2Ngqdic2XU/oAjnS6AKFknR9nERS3htxTxFNT/v2NQDNMNBT32uSjNPto6W5MSb4mkYXKNpO18fhziCqGYC5H5Y+Uvtpcd7hzqClnS5QaslxiAdLMZ0ltzcTQ5LTP4vO+mDxrMR4xI7JSGRn59DQUN/hysaJLIMNXV/ZOJFlsLu60nQiy5J3daWpu4xHdnY2lZWVhEIhnE7n0aU8HtdenSTIDjeSrBBp8aNpkVhpcQOiukZEi/3Eib9O/ensfHyCFNH0o25D+BA+IppGY0sIuyq3BQFQVd/MJgsR1nkb9qG3m3BVHGpmYxqx1qXbk/WLWiNRkyBpbVOQpduqEq913eCtVbss21ux6yCt7Uqla7rO0u1VlrZvr05u46ON+wmEkld8F27enxSwNQRaWbHLem9QSzhq0kRauv2AKRh6d+3upIDCMAzeWb3b1N7SbVVJzzEYjrJqt1n8FWKCv4u3Jqe3fbhhL6lx2Nx1e5J876ppZGOFWTdrb10Te2uT918t2WItFPvJtipq/Ie/1W5sCZmEgQ82trAhRZ9r3gazwHGinynix5/uOGCpX/X+uj1Jr5dtr0qrmyU4AqR2P+2QJSnpx+XyYHd5CAcDRFpbTOcj7SbnLpfHdD7+Y9V26vl0NjabHZc3E12L0hrwI2EknTfajsuKiicjE0VWjthHZ+eVNs0gWVFpDfgxtGjSeQmD1sBhUVqbzX5UfejsWYnxkECSOl3ZONGT8zidrWycyMl5nM5Wmk5ksBRHjMdhbDYbqqpiGAahUOiotuZ0Wx0mj9dHKODHMKLINhcYhtBhEj6+tD48Dhu5XhdRTWfZnkr8rdaT09K8jKSiD60Wq0Rxcr1OppT3QpLgk61VHPSbU0okYFhJHvk+F1sq66motxZBBSjK8jB9aAmqLLF4S2VakVqICd/2K8ykor6Z9fusBXcLfW4mtBV9+HhrZVrhWYitMs0c1jtR9GHexn2Wwq5ep8qlp5ST4bQxb+N+1u8z7w0CGNgjm8nlRUSiGvM27KOyIX3hBUmKpcfFfa/aYx1c5We4GFWaT3MowoqdB7FadQLwOFRmDislL8PFhv21LN1uLTQMsZTAMX0KkGWZVburLUV8VUVmankR+T43myoOsS7NPccZUZLHgJ6xog/LLALPOEOLcxNFH5bvOJiwsxKuBQi3BHjsgbuFDlMKHekwgYFh6GTlFJiFa6MakdYWQqGWpBSv+B4Zh8ONzek+Yk2eVB+daQtFImFaW/xJKV6JggKyit2TgV1Vj8lHZ9pC4WiUcKAJTT+ccte+wIPT7cNmS68RdLT6Ran30V3HwzCMJB0mq4n45zU5b4/VRPzzmJy3xyow+jyCpfaI8Tisw2QYMVFwSZJwOBzIsozf7+fBBx/s9LOpW6bkQSxVRXF60Vqb0MItyKp1mpVA8GUgEIrQGo5iVxXLVKw4e2qb2FPbtVKedc2tvP7Zjg5tDOh0gh2nsiHA80s2d8l2+8EGth9s6NDmoL+FN1bu7NAmTkTTLYtRpNLcGuXvH5mLGKSy9UA9Ww90XE0ujmHA8p0HWZ6mOl6cmqagaQXHikAo2um4xGmNaHy8zXolL05U05m/cX+HNu1Zu6+WtV0Y8w3760yrV4LPF4fLgyzLicIDQGKPjM3hShvsHk/iukDxwgNOtzdRUMCTkYlF5ulxJ154INDUmCgE0drSnNizZHxOKaJiPGKkpoPl5ubi9/s/18k5mNPB4v/9eQVLYE7P8/l81NXVfW7BEojxaI+iKEiSRDgcJhQKYbPZiHRRoqDbBkwQC5pkpxcj2Ai6KAIhEAgEgpOL1Gpt8dUNLc0K5okgXnigyX+IZv/hUtWxNerPpx/xQhBNjfU0+2NfdmT4clBttrR7k04EYjxixCfptbW11NbGvoDJz8//3CbncVIn6Z/n5DxOPGiqqan5XFeW2iPG4zBqmxRBKBQiFOpYrqQ93XIPk0AgEAgEAoFAIBB0hW69wmQYBnprM4ZhICnd+lEITlJOG9SLsWWF+INh3l69iyqLvTb9C7MY0COLAw0BVu+pSSs8m+G0ccG4/pTkeNlR3ch/P9uRdg+ULElMGlhEaV4Ge2r9fLzVLHDqtCnMGNqbgszY3pl0RSDilOZlMLm8F7pu8NGm/Zb3AjFdqtOHlOBx2Fi+8yCbLQpbZHsczBzWG6/TzoqdBztNK4zZl+JxqCzfedAy1cznsjNjaG+8Thsrd1enTUezKTKnDy2hV7aX7QcaWLy1wlQEoj1F2R6mDS5GkiQWb64w6SgBlOb5mNi/B6Goxkeb9lMfSP+t2Pi+hZw2uJiopvPe2j2WzydOjywPo3rn0dQa4dMdB0z7qlRF5msj+zCwRzZVDQHeWLmTpjT75wRfDO11feDwyobN4frc+hDfI6OqtkQKWLO/AU9GZucXHycMQyfQ1Iiua3h92bS2NCfEbT/Pqo1iPGLE98hEo1Hy8vLw+/1HJaZ6rLTfIwNHL6Z6LMT3LNnt9kRK3tGI2x4LYjwOE41GCYfDyLKMzWajtdWsF2lFt40SDMNAa23GMDQUu5sOZzQCwZeQ0wb14spJgxKvy3tm88t/f0JLOJrWZtGWirT7jL4/YwT9CrMA6J3nI8vt4C/z1lnaXjGpnKlt2kJTyntRkpvBCx9vSbK5+axR9G9rb0K/HmR7HGn3GZXkZvDj2eOwtW00PqV/D3792jJqm5L/kDltCj89dxzZnphI5KSBRcyZuyYpIHKoCj+ZPY4crzPh+6/z17FyV3IlvfZt3nHuOLLa2jylf0/+98O1rG5XvMGuyvz03HHkZbgSfv86bx0rd5vb/N7pwxjROz/huyDTxb8/3W7pO9/n4o5zxydKh0/s35PfvrGcikOH90D0Lcjk9nPGJDSkJvbvyYOvLrMs8DCsOJfvTB+WeD2gRxYPvf4plfXm4HNAjyxunTU6UZJ98sAifv/WZ0mB72UTBybGuX+PLHrnZfCb/y63vBfB508oGDAVGYDYJF3XdWxpSlwfT7RoxFRkIL6HJuBvxO7J4EQnsxiGTsCfXPRBbSdu63T7kG0nflIoxiOGVUGBoxFTPVbSFRT4PCfpVgUejkbc9lgQ43EYTdNMRR9sXdRl67YBUyToRzI0VFcsyjWiEZw2BdUWeyRxvZx0ONvOuWzWNkrbN1oumw0tjZCc8CF8HIkPWZKSKhuNLUsWU81w2Skvykkqsf21FNHTqeW9eHPlTlPFOZ/LngiW4ozsnY8kmb9LsCkykwYkC6ROHljEK8u2JVYoemZ5EsFSnCnlvdIGTBP790wESwBOm8q4vj14N8V+eEleIlg63G5RUsA0pDg3ESy171+6gGlYcV4iWGpv3z5gGlyUkwiW4kwd1MsUMPlc9kSwdLh/vdIGTBP69UjSWbIpMhP790iynzqoV5Lgbqbbweg+BSzeklzOHGB0n4Kk14osM6IkzzJgOnNYaZJ+VVlBJoN75SStnI1LeY+V5vnIz3BR0xS0vB/B0WMkKuOlHiNW8TFl9S+u6+N0ebA5XIk9MjaHC13XaQ0G0AHZZS2QGvek6QZSmnXnuCZPqu844UiYYHMjqqri8viIVerVkWQFtyeTQHMjWrMfOSMTOc0qT2c+4hVH0+0B0g2dYLMfQ9fweDORZCVh6/LEtYkacXkzsWM9KezMR1eeVXcej/a9TVd9rau6QMeLdJPzruoCHQ/SVcPrqk7T8UCMx2F0XScSiSDLciJYArr87LtlwKSHWjCcDmzuNuFaLQoSqLJiEhRNJzDa2fm4AKlNkZGNjoUihQ/hoyvnJZKDl+ZW8wpDU0ogpFr8IYiL37YnGI4SjmrY25WK9beGLRdeDUA3oH0P9ZTJXntNqY6OdWhvJcxqJQCbcsxa0DX9Rmcr+1SB3q4Kz2p6rORue70SK7uOfKfaW5VHTxX6jdPYYk7VS6ePpCrm90Hqe6OpNYzLfvhjQtN1WsJdqygkOArSJDrohoHU7vervQiqzek2pcPanG506FBMNX6Fbhid6S5bVnfT2omgOj0+DJKFoqW248HmRgJNjbjTiKl25KOz8+1FaV3eTCRFTbGTcHp8CXFbyZtpKs/elT509qy6+3jEhGtjE9KGhvq01dc+r0l6Z6WqP49Jemelwz+PoKmz0uHdaTwikQjRaDRpZelI6ZYBk6Zr2Fw+dGQMXWv7MWgOhVGk2ITjy6zJI3x0Tx+KJCUFNG+t3snAntl4nbEJwMpd1aZS3Ys2709aZVq3t9Zy/0tE03ll2TaumFSOLElENZ2Xlm617GNU0/lw/V7OHtkncezD9XuJtpvY1za1snR7FRP7H16JSid6C7BwUwWTBhSR4Yr9sa5rClrqD23YV8veWj+982Irw+Goxtx1yaW6N1UcYvvBhsQKVziq8f7a3Wl9b6ioY2d1I30LYvn9oYjG3BRh1s2V9ew42JBYhYtoukm8FWIlwRds3M8ZQ0sO3/fq9Pf9ybYqpg8uSayINbaEWJSycjR/4z7GlRUmVqKqG1tMQr1x5m3cx6g+BfTMin2LvbWqnuU7rHWcFm2uYHCv3MTran8LmyqS9zv9Z/l2vjd9WGIl6q1Vu0wiw5YYOkgdfykgSEaSQIoHrG1fQMTjbpsio7T97re2BIiEWhIiqOn0cuIrGZFQC6osJ6WIwbHp/kQjsbQvVY1Nwu1pUlpi75tMQgE/oZamRIpYV3zESaeRFNNZagJdw+XNxOlwpLkPBbw+WgN+Wlv8iZS9rvg47Cv9sxLj0bbFQdeorz+U2COTbuJ9oifpXdX1OZGT9K7qLJ3IoKmrOkvdZTzq6+uRJAm73X7Uz7hbCtfe++Bv8WVmE9V0DAwMLYqhRYVwrfDxpfYRD5jWH6ihtW1lwuNQKS/KoSkYZtuBBtM1ErE9OQN7ZlFVH2DBpv1pBVMhJq5alONlb62/w8ICEBM4Lc33safGb6nbIwEjS/Mp8LnZXHnIsphBe3wuO2PLCtB0gxU7DybtxWqPTZEZ37cQj8PG6j01lulhqiwxuk8BGU47a/fVmPZCmewVmTF9CvA6bKzZW0Nds9leVWTGlRWS4bKxdk+tpdBvnGElubGiDwcb2HEwvYAvgNuuMq5vIbIk8dmugzRZrBzmZ7gY27eQUERj2faqtM8GYvc+oGfs79v2gw0dbs8cXJTD2LICmlojzNuwz7KgQ47XSb+CTKoaAuxvt7cqHUo0SHb1enRJRlcPpzoK4Vpr4p9L99z7c9zuwysP8Y9mw9DxZeYiqyqhYJBQawCH04NicyBLIKeZ2Oqajm6AFgklrnG4XEntRzUDVZHSTtCjUd3kQ4tEaQm0rWS4vBhIqGqa9K42H5KhEQz4kRUVtzcjaZJu5cPqPtr7iK0sNcVWljw+DEnp9D4kDFqDzehaFLcnE6Vd2rOVD6v7SPUhxqOtXV0n0OxHxiAnJ7tLe0IMw6C+vp5oNEp2dteu6YxAIEBzczNerxePxzr18Xhc0xGRSIT6+npUVSU7OzvtWB7rNR1xNM/2qz4esizT2tqKoiimgCkQCPDAAw8I4VorPs/a9wLBiSQQiqbdmwOxVIml26s6rVAXp6Yp2OX9KZ0JnBqQtA+oM/zBcJcEViOa3rlYq250KiSbZK/pfJpmJaa9TVef4/p9dazf1zVR15ZwlIWbzfuR2lPTFDTt50pHVDdMK0Xp2FR5iE0dVNEDONTcyiGLALIjDElG0SIgyejK56vzcfJiYMT3PhrxFC0jNsmNhDEiYTQtisPpRlFkotEwMiBr1pMrXTfQiQX6DqcbTYsQChoobem+h/dGSaSbn0V1I8mHoetEoxFsNjuKakeLRmKqPrp1A3EfiizhdLqJRiOEWgIoqj3hM9VHuvuI+zAM0KJhZEnC7nRj6DqarnXpPux2J1o0TDjUgqrZkNrmAqk+0t1Hex+aponxaGszGgnHxIM9zrbn0jXdK5fLRTgcJhAIHNM3/xCrfBaJRPB4PCiK0uXKZ4qi4PF4CIfDGIaR0Og5GnRdJxwO43A4sNvtR6Tx4/V6CYfD+P1+7Hb7UQdNhmEkKsB5vV4xHm3jEe+DbpHO3tV1o24ZMAkEAoHgBCLJaIoNRYutWImgqXO8Gdl4277dbL8SoEUjDB9/Gm5PcopKY0sYuyLjclh/jAdDUcKaTqbb+tlHNZ2mYIQMly2p+IfwIXwcqY+ophPVdAaV5uCyi1RcwZePxsZG3n77bRwOh2n1LJ4G2BkiYBIIBALBcceQbWiSnAiaBB0jqypqW0ECwzAwJB3JkNCiEdyeDJOGTlgK4VBl3E7r1BnJFkGJ6ni8DsvzUU0nKofxeOxpJ8/Ch/DRFR9RTScS1cnOzsadJtASCL5oVFXFZrOZ9miJsuICwVeIEb3zcNlUWsMaDpfMkm2VlnZXTirn1LZCCx9vq+Rfn1gXbgD48Tlj6JOfSVTTeXnZVss0t/6FWXx/xnBcdpXapiAPvbaccJrl/XNHl3Hm8FIkSWLd3hr+On+9pZ3XYeNn548ny+MgEIrwp3dXUWFR9vqyiQOYPLAXErB0RxXPL9libqyNAT2y+P6METhtCtX+IL953bqfl08cwGmDS5CIFVi468Ullu1NG1zM2SNKkSWJeRv38d5ac4GHOD2zPHx3+jCyPA521zTy5AfriFos+19xajljygoIRTReXro1bTpjn3wf104dgsdpY9uBev5v3nrS7To7fUgxZ43ogwR8uGGvqQAGxDSkbpwxkpK8DOqbW/nL/HXU+K3TLgsz3Vx3+jCyPE721vp58sO1lhUGu9pmfGVJ0cJIeheKRQiSCLcG0TTx3AQCgeCLpptu5onlhkoSSPH/SSBLbTo5iR855XVXz0kJ3RRF7sRO+BA+Ojk3rDgXt90W0+eQJC4a35+eWeaytF8b2Yep5b2wqQo2VeG0QcV8bUSp5W/AT2ePpX+PbFRFxmlXuWrKYFObCvCjc8bgddpRZJnCTA8PXnaqZXvjyvI5Z1QZdlXBpsiMKSvk6qmDLW0fuHQSuRkuFFnG53Jw1wUTTDZnDe/N9MElsfZUhSkDe3HemL6W7SkK/OhrY/A4bCiyTM8sD/dfYu7nyJJcpg0uSehZZXmc/OaKKSa7UaV5XD5xIFkeJz63gwvG9kuIt6YiAz87fzy9crx4HDaGFufxk3PHmuyuOLWcaYOLyXDayctwccPMERRmmsfQaVP5yeyxFGZ58DrtjO5TyM1njbL0PbasgEtPGUiW20Gm28FF4/pzaoo+FsCd541nUK8cPA4bxbkZ3G3xvOP3ctf5E+iVk4HHYWNwr1x+OnucpW1X24RY0KQp9tieJkF6jNh+pfhPuLWFUGsAWVYSKU/tf3TdIKoblueimk5UN2I26c63FX/p6LzwIXx01UdnZcgFgpOdbrnCFNcaiU9wdWR0QyLDYcfmPLzMbFNkbIr10nYcn7Pj8x57x0t9wofw0ZkPLWrQGAij6wY2NVZy9oKx/Xnyw7VJ15w2qDhpo6gkSZw2uIR3LFZHSvOTK8FYtTllUK8kPSGADKd1bvzZI8tMm1RHlxbwz0Wbko4pgNOWnOOuyDLlPbLY0q7K3/QhJaZ7mVJexBsrd5p8nzGkt8m3VQ7/pRPLTXY+l9nu9JT2JEnitEG9TOW+AYaV5CWVegcoyTWXQx1TliwoK0kSZwwp4YVPklfNTh3QI0mkFmBAzyxTe7F+mp/RtMHFfJKyUhgvMR7HaVMZ0COTbQeSq/cNKspJEtEF6JXjtfTd1TbjxIKmY6+69FVG0w7rfYXbdH1UuxskhaZghKhsTm2MRHUaox2nPDYGOj4faO14BUv4ED468xH/bBIIvsp0y4ApLgSp6XpMSV3TMQyDplAYNUmHSScYsf5W1GWzYVPk9CWmZRmP3UYgHEkrMil8CB9d8TGgKCuhjRTVYu/d+oC54kxrJAo4LI6ZiVVKSj6W2mZHZbNTCYTM92OVEmeVzGcYBnXNyc80GI6SnVJRtDVsnQp4oNHcT6vvOpuCYXIzXJ3aBULmiUK6Mt6HLMbBSmg2FNHIcCYfawya30dW1eji3wqn0mzxzFssjumGgdIusDIMgwaLkvH1LaE27Z/Dtlb3ciRttseQRcDUEYoS+zKlNRgg0hoTQXXY7UQjsU36Hk9ycN8YCGNT5bR7RlpCUSJRnUxP+gIAgdYoHqeavgCA8CF8dMFHVNPT/q0QCL4qdNOvBOL6FsR0mDAwDGIaCYbR7kdPed3Vc0ZiwqzpndgJH8JHJ+cq6ptRFQlVkZEkiEY1XrEQlX1qwfqk8piGYfDUAut9RG+u2plkG7Foc3NlPY0thyfBhmGkLWH+1IIN6Hqy72dTVpfibKmsT/Jd4w9S25y8/+X/5q+zuJd1lu2t21tLUzC5n1ZirY+9t8LU5idbzatGLy7dSiR6ODjTdJ0XPt5s6Xv/oWZ21xxeVTEMgw8sBG1fXLo1yXdza5h3LcR01+ytpbpdAGgYhuWqGsCLn2xJ0tSKatb9XLBxf5Lv7QcaqLHQpapqCLCrOuVeNpj3RB1Jm4IjQJIIBVtoDQZwur3YnW6QYuniqiKbfmRZQpUly3OqIqPKUswm3fm2CXNH54UP4aOrPlKzEQSCrxrdcoVJIDiZqDjUjD8YoiTbR2skygP//sRypWb/oWbu+tdirpw0CIAXPt5MY9A6rWLuur3sONjAeaP7cSjQyvOLN1m2+bN/LeaCsX3pW5DFos37WLHLWlfJHwzzk+c/4puTB+O0qby8bAsHG60LC/zxvVVMHtiTU/r3ZNP+OsuUwaqGFn72r8V8Y9IgJOBfSzdT30GayR0vLOaicf3pk+/jo037WLnb3M9IBH747Dx+8rXxeJ12/v3pNlbuNgeAjS1h7nhhMV8bWYoiy7y3do+loGuc376xgskDe9InP5NPd1RZpqWt31fLL/79CTOG9qYxGOK9tbtJswjJL/79CacPKaYo28OizZVpBX/rAyF+9sIizh4ZK/rw3rrdNFuk2rzy6TbW7a9lfN9Cth9o7FBL6pG3PmPSgJ6UFWSyYsdBthyot7Q7kjYFXaO1pQnNZsPl8uJwuTsUmBYIBALB54sImASCk4CmYIQtrYewq4plYBOnMRg27W1Kx85qP398b1Wndq9/Zr3CkUowrPF/aSrjpbJkaxVLtnY8yfYfwb0AvLpie6c2kQg8/N/lndq1RqK8umJHl3135X5q/EH+9Un6Sn/t6YqAL8RSBf+zvPP73lJZz5ZK6+AnlY+3VXUqDHykbQo6JxqJ4HZ7cbo9XRZSFAgEAsHnQzdNyRMIBAKB4MtFNBommmZ/o0AgEAi+OETAJBAIBALBF4zXl42iqDQ31RONiqBJIBAIvkyIlDyB4CTmilPLGV2aTzAc5bmPN7OtXWlugN65Gdx69mjcdpWIpvPcks18alEQAcBtV7nu9OH0yHKzp9bP/83fYCnACtAr28NNZ44i022nsSXMnLmrTeKzA3pk8Z1pQ/E4bFQ2BPjTu6vSVpsD+Makcib064FhwIJN+9KmAk4bVMz5Y/uiKjJbquqZM3eNyeaU/j24eMIA7IrClqpD/O8Ha9OKvwKU5fs4d3RfPE4bn+44wLwN+yxtzh/bD6/Txme7qnlvzW7LKntZbgcXTxhAUbaH7QcbeHX5dloj6RMpR5XmM3NYb2RZYv6GfSzfedBkM3NYbyYNLCIU0Xh79S7WpRG9hZjY8JTyIqKazryN+6i0EAWGWEW2b0waxNiyAppaI7zy6TZWpezpkiWJGcNKGNgjm6qGAO+u2d3hGAqOAUnCm5FFs7+BgL8Bh8eX2KQvEAgEgi+WbhkwxXVOVEVuq45nYBga3nY6TIokoagqNkWxbqOtIkw6TZ7257U0+ejCh/BxJD4kYpUd43xrymAmDSyK2bsd3Hb2GO5+aTGNLYcLFNwyaxQeR6ycs11VuGbqEFbuqrYMhO77+kQy3TG/WR4nd1/g4YFXl1r288ezx+Gyx/585Hid/Hj2WG5/dmHivCrL/PDs0YnftdI8Hz+ePZYHX11m2d7XRvVh6qDixOtZI/pwoLGFZduTg7s+eRlcfurAROnr4SV5fHf6sKRqgD2zPFwzdUjCZkTvfL53xnD+Ms+6yp7PZefWs0fjtKmJvkY1nYWbD1fQy3DauWXW6MQ9F+dkENV0PlhvriJ305kjE1pMRdkxQdt0e7vK8n1cd8bwRIWpsumZNLWG2dxub9DE/j25eMKAxOvvzxjOr177lAMN5kCob0EmP/raGOQ2rbmxfQt58NVlluXKzxlVxsQ2odscr8J3pw/lF6/4qWtne8mEAZw+tASIaU6VFWTy6FufWd5LpxiiiEFHaJpBVDNwuDNoafYTbG7E4YrtZ2psCROWksu267pBMKwRilo/13jVyvpm63Lv8fONgXDi/WJlI3wIH5350HUDVRFV8gRfbbplwBRXpDYMAwMSZcWjuhZTDwQUNfZoIhZaMl05r0syNkUmouloaSYKwofwcSTnZUlK0sgZVZqffF6OiaG2L1YQD5ba2wzskcXGykNJx/N9rkSwFKdHlhtZxlTNLdNtTwQOcVx2Gz6nHX9bNbmRpXkmAdYeKWKn7RlXVpj0WpIkJg0oMgVMk8t7mcRnBxVlJ72eOshsU94z2Sb5+pxEsBRnVGl+UsA0sGeW6Z5H9M4zBUw5HqdJuHZk7+RxSm4j31SOd0Tv/KSAaVhJbtJ5RZYZUpRjGTBN7N8zaSLktKmM7VPAXIvAbkCPLFO7ZQWZSQHTKf17JNn0L8wiL8NJ7RGWEJd0DTUqyo53hCzFfseRFDwZmQSaGgm1NGN3urErMo4UYdBgmy5Z6vGuno/qBpGojk2NlYo+mjaED+ED0uu1CQRfJbplwBSvQKTpbRpMeky4tjWioSixdBObohDRNIJphD/jNunOK5KETXEQjETSrjYIH8LHkfhQJAm7enhlyqrssD+ljHg4quFoFwwYhsHuWr/pulBYM4mWgjlYAmhqDaMbRtJEXzcMmsOHfVc1BEztRdJ8YwnQ2BKiKNubdMxqVeSghUhtoDXSqU1HaWTttabiNKQcq7cSerU4FghFCEe1pHGyEhnu6FyqAGydRXCSqlsVJxQ132coah2cV9Q3068wK+lYZX1z0utgOIq7XdCtt/2dPBJiwVKQqCTSyzpCkiWUthQ82ZBweX20NjViaBFcDhW3M/nLj1BUx6HKpuOpNunORzWdxmgYtyO9iKnwIXx0xUdU0zv8+y4QfBUQn2ACwclCaxDaTYj/s3x7UvnhptYw81P23vxj4caEoK5hGGn3oPhbw+w4mKwflLqfJY6uwwfr9iR8x8Va2wdXlfUBNlYcXsUyDINXOyh//cziTYTbTexbQhFetBDn/WD9XmqbDgcLmq7zzxSB3I827afGfzho0nWDZ5dYi+gCbKmqTxK6PdTcyturdyXZ7KxuZPGWiiSbNy0EZUNRjVeWbUukrYSjmuV9xPlkWxXb2+0721PrZ+Hm5JLi76/bw/5Dh7WYVuw8mHYP04KN+2lqFzQfaAik3bP2xsqd7GwTqo1qOv9Zvs203+m1z3YkCRLPXbeH5tauFySIB0uGJKOp1qmsAmskScbtzTB9iSEQCASCz59uucIkEJxsSMEA3jn3o4+YAGNmAPDpjgNUNQQ4Y0gJdc2tvL1mp6mwwao9Ndz6z/n0zc9k/6EArR2sbD369mfMGFrCgB5ZrN1b26EWz6srdrB4ayXDinNZv7+OGr95xePP76+mvCibvgWZrNhxgJoO0rjqAyF+/OxCJpcXoek6H2+pTFuk4ecvf8zYsgKy3A6WbK2yvKf7XvmECf16kON1sGRLVYfCswB/+2gDH27Yi8dhY/vBBsIW35Y+t2QzCzbux+u0sbO6Ma2w6KItFWzYX0fPbA97a/00dRBgRDSdx975jL4FmUhI7KxuTKQMxwmEIjz8+nJK8zIIRTQqLVLx4tQ1t/Lgq0sZVVpAVNdZuas67QpTc2uER95cQbbHQTActVw5WrHzIPsPNdO/MIsDDQG2H2xI69uEoaNqIQxJJqq6IGJe+RN0giShqPYvuhcCgUDQ7REBk0BwEqDu2IjU0oSyaRXSyGnESkDAvrom/rFoY4fX6jpsT1k9SseHG/bxoUWFOCtq/MFOBVaPRNw0qut8tKlrgq2f7bJe/WpPupWVdOypberUpiIlZS0dhwKtHOogFa89hoFpdS8V3TDYVWNOpbSiqTXConarYZ1hlVrYngMNAcv9Uh1iGLFgSVZiwZJYJTlqxKMTCASCL55umZInVNQFJxu2zWsgqkFTI57KXZ1fIBB8gUiGdnhlScz4BQKBQHCS0y0DJi0cFEGT4KRBCgaw7dqE4XKDruHbtfmL7lJaZDlWUvyLwm0/fovmiiyZKth9nihpqlidHEixPUsiWBIIBALBl4CoRVGkI6F7puTpGpGgH9WZAZKMbsgYuoTTpqC2VRSL6+Wkw9l2zmWztlHaKkK5bLb0JaaFD+GjCz7kTVuwhUPImVkYAehVsZVd2lkYSnI7qizzk3PHUpKTQVTXeXv1Lt5buyetr+9OH8boPgVIwIaKOksB2AE9Mrn2tGF4nTb21zXx/95bRWuaaki3nDWKwb1yAKg41MzDb3xqWWUvy23n1lljyPO5aAqG+d8P17K3zpwOd/OZIxncKwfDgMVbKjosnjChXw++NWUwqiITjmr8df561lsURrjslAGcNrgEWYK6piC/fPUTUiu4y5LEFZPKmTSgJxFN5701u3m3g+eYl+HkilPLKc7JYFdNIy98vMVUrVACzhxeyvh+hTS3RpIKLqQytDiXb0waRI7XyaaKOv7+0Ya0+6CGFecyc3gpiiSxYNM+y1TF3rkZXDmpnAKfm40Vh3jh481pqwZ6nTauOLWcAT2yqaxv5l+fbLGsOui2q1x+ajkDe2RR2RDgpU+2crBdoQ1DVoinjQq6hqEbaG374uJf5+m6EdPFCUWRbMnvgbheTjri51rSvHeibcU8WkLRtCWmhQ/hoys+RFlxwclAJBIhEAhgtx/dvtCTZoXp4YcfZvz48WRkZFBQUMCFF17Ili1bjqotm9ODoWtEW5vAAAkJSQJVVrApSpKoaPx16k9n521tJTttinzUbQgfwodNUfDtXA8YoChILjfO1mb6NR8klZvOHEFpng9ZjpUfv2BsP/rkZZjsAM4aXsq4voWxVRRZYnhJHl8f1y/JRpVlbj17DDleJ3ZVoW9hFj+ePc6yvVnDSxlSnIvUphVVnJvB1VOGWNrecd54emZ7sClyQvQ2lStOLWdYSUzLSVVkpg8pMWkCxZGBq6cOTpTJtasK150+zGQ3uFcO04eUoMixPub53Nx9/ikmu9MG9WJqeS8UWcZpU7lgXP8OdZy+P2MEQ4vzyHQ7GFVawHemDTXZTB9SzEXj+1Ock8GgohxumTWKTJf5j7bbrvK904eR43W29TmXyyaWW/rtnZvBjTNHUt4zm/49svje6cNNmlQ2ReamM0fSJz8Tt8PGuL6FXHGqdXsQE0MeW1aIz2VnUFEON5050nKR6Kopg5nQrwdZHidDeuWmtesOHK/PJr1NRD3+kzgGhDWdUDT5J07q8a6ej5eBjqQ5L3wIH109H47qpmI1AsGXDZvNRnNzM01Nne9XtuKkWWH66KOPuPnmmxk/fjzRaJS7776bs846i40bN+LxpBfEtMKQZGwuD+EWP+GWRiS7E3SD5lAYpU1N3ed0dKiX47Kp2BQFf6v1hmlFkvA5HfhbQ2k1eYQP4aMzH1IwgGvbBhSnC1mWMOx2jGAT/Q/tZXtmr6Rr++T7kl5LksQp/Xuy26KYwcjeeaZjQ4rz+E870dsxffJN6XWpWklx4itL7SnLz7S0zUoRyLWrCn3zM9lZc3jFZYhFexP69jAJ2QIUZnlMIrl2VcGpykmrYWcOKzWVaC7MdJv7XWDud1m+jy1V5uIVPped4pzkoLS8KAdFlpK+dR2RIl7rtKmUF+WYClMUZXtNIrplBcnj2r5NOeVb4lGlBUmitz2zPCZB4vIi87ONMzjlXIHPTZ7XRU1TchXEIb2SxXQLMt3kZ7iotqiW+FXneH02KYqErU2/yzAMIpqOqkhIukSm247HmzyO9c2hDvVyWlojhKI62V7rcu5RTacxECbTY0+rySN8CB9d8SF0mAQnA6qq4vV68ftjBZQyMmKf3V3donPSBEzvvvtu0uunn36agoICPvvsM0477bQjbk9WVBSHl2ioCSPUgixKtwq+hKg7NqK3BFCzDk9kZZudpuVLkXqPT0rL8wfDuOzJH3JWIrUAlQ3N9E0RLa32J1dCq2psMYvPpimlvbO60TQRr6i3/hZHNwyUdm0ahmGakNc1t5LvSw5mUkVV4xz0B9B0I2nPT0TTTKmD+w81mQI7q/Lhe2v9TOiXvJq1xyJlEGKluQOhCJ524q51TUFTioqVQK3VsaqGAJGolpg4A+yrs75vK8Hd1GN1zUEimp5Y/QQ42Ji+4l21P0ivnMNBcWskSmPQ7KemqSUpUAxHNRpbOi7d/lXleH82CQQCgeDE4PF4UFU1ETR5PB4aGhq6dO1Jk5KXSmNj7NvonJz035aGQiH8fn/ST3uktqDJMHQMretijALB54Vt8xqimobUbsJrOJ1E6g+RUbU7yfapBRuItNuQs6u60XJFBuDFT7ZxqPnwhN0fDPPPRcnFJPbVNbGtnaiqYRi8/pm1+Ox/V+5kd01j4pua2qYgTy+0Lnf+9updSaK3y3ceNOkkPb1wA8F2+2zqmoK8msa3rsO/PtmcEOiNajr/sPD9n+XbCYQO/54bhsE/Lew+2rSfT3ccQDcMoprOO2t2samdCG+Sb8Pg2cWbCLVpGLWEIpYiuW+t2kVd8+GgcOm2qqRnGycQivCPRRtpaevn3lo/Ly21Tu9aur2KHe10kfYfajKVZQ+Eorzw8WYibVpMh5pb+dcn6dPFnv94M81tYxGOajy/ZLNlUPmvT7YkBGwjms4LH28hnd5Td6Ozz6bOPpcEAoFAcOLIyMjA5/Ph9/upqqrqcjGIk2aFqT26rnPbbbcxefJkhg0z71WI8/DDD3P//fd32JakqEiy0qGNQPBFEK+Op9scNIciifS4QFhD1XWyd2/GX9w/Yb+vronbn1nIyNI86pqClql4caK6zj0vLaFvQSaKLFlO3gEef2clI0ry6FPgY9n2A5YFAOL89o0VZDjtqIrUobbP26t3s3JXNaP65LO1siEpFS9OY0uY25/9iFGleQQjWqdaTou3VPLxlkryM90d9vEnzy1kankRhT4P76zZScBic3NUN/j7Rxt44ePNaLqRdlUtzuo9Ndz14mIKfG4ONAQsA4e65lbu//dS+hZkEghF2H8ovZ7TZ7uqWb2nBrdd7Vz09u2V9C/MQpYlth2ot9x8/cm2KlbvqSHb4+BgY0uHG7R3Vjdy94tL6JnlobYpmLY4xI6Djdz70hKKsj3UNAUTwVN3pyufTV35XBIIBALBicPj8SS+rOpqEYiTMmC6+eabWb9+PYsXL+7Q7q677uL2229PvPb7/ZSUlCTZ6OFWDC2KJFLyBF8y1B0bkVqD6F4fGLEgR26rPGYoKtm7NrL31LOT0vKiut4lUdc46Sq1tWftvlrWWlScsyJ1pSgdBxpbeHdN+spzcVbv6ZpfiG2O7yhYirNoS2WX2muNdH3FJBiOsidN+mOciKZb7oOyQtONDoOlOLphsPVA520Gw9GkFbuOiGi6ZdXCVEJRrctiut2Frnw2deVzSSAQCAQnBl3XqaurQ5IkHA4Hhw5ZZ5CkctIFTD/4wQ948803WbhwIcXFxR3aOhwOHA7rzY8Q02PSI0Fk1SFWmQRfOmyb12BggMV7M2p3Ym9pIqNqd9Iqk0Ag+GLo6mdTZ59LAoFAIDgxGIZBXV0dkUiEvLw87HY7oVD6jJj2nDQBk2EY3HLLLbz66qssWLCAsrKyY2hNIhoKYkRakW0uZMWGoUeQJRKb0RVJQpfkpM3p7VHazqU935Y+pcgylmI0wofw0ZGP1hZsuzaBzZGQs5Ha6doYqgpBc1peOsp7ZCPLsKmT1DaAbI+jw5S6E0mvthQvq30zJxs+l52WcJRoJyl9JwKbImMYRkJ3JR0eh0q2x8mBhkCntgJrjttnk2Ek7e07fCy2Ly/1faTrsfFN9/6Ktmk4pT2v6Un/WiF8CB9d8RHVRFlxwZcfwzCor69H1/VEsAR0uZrpSRMw3XzzzTz//PO8/vrrZGRkcOBAbDN7ZmYmLpfryBqLhokSQXW4UR0udC2KbkhkOOzYnIe/+Yvp6XT8TaDP2fF5j926NKfwcSJ9pPvDbeCxd/SWN7ApEjalo/RMA5+z4/PHxcferRAKgjcL2gRxJYitOGEgYWBz2BneuIcfXzkef1jj/727irqUQEeVZX7x9VPI8sR0fZpawzzwn6WW6WYT+hXyjUmDUGQ5Vjhh0UZW76kx2cUFcouyPBjA8h0HeHbJZpMdwAVj+ia0jyrrm3nsnZWmYCiKjf6FWdwyazR2VcEwDD5cv5d/L7cu8nDLWaMoL8pG0w0WbNzHq+1KocfxOlXuPG8CuV4nhgHzNqRvL8vt4JrThjCwZzYHGgI8u3iTZapZltvB5aeW0ycvg921Tbz4yRYaLCrV+Vx2bpg5grL8TFojUV5aupVPtlVZ+h7RO4+vjx9AhtPG8p0HeWXZVsvAJd/n4pqpQyjLz2RvnZ9/LNrEgQZztTtFlhIaSVFN5901u3lnzW5L35MHFnH5qeXYFJmGQCv/M3eN5d6q0wb1Yuaw3kiSxIfr97IgpbBEd+d4fTZpmrkKZVRvS88MRojK5nTXSFSnMdpxGmxjoOPzgdaOUzWFD+GjMx+6bmBTT9oaYoJuQjgcJhqNUlBQcFTitSdNwPTEE08AMH369KTjf//737n22muPqK1IuBWnOxfJ5iCq6RiajmEYNIXCqEk6TDrBiPU+ApfNhk2R02vyyDIeu41AOJKo3pWK8HFifEho5EnJ1eEk2YZky8KINGDo1m3IjnzQQ+gR630Zss0HsgM9ZA4ijreP8LqP0A0NSY6CEf9wiwmuemgCSceXYSNcU0H9+49SMLQXPx0a4bWUSnKn9O9BVvXhvUIZwC0D/CzaUpHcd+CKnuXIe1YAsT8M15ToOPebK6pNG1xMr4Y90BC77hQFwoUV7E3Zw1PgczPDsxdpb2xlrBfwk8HNzNu4L8luqXYW158xAntbKW1JkpgxrDcLNu2nrjm59PbVUwYzpDimAaTIcObwUnbVNJr2Ot185ijyMlxt7cGMYb1ZtafGcs/WVVMGM6itJHpRtpfvzxjBvS8tMQUu3zt9GP3aSrGP8jjJcNr4/Vufmdq7eMKAhAaV06byzcmD2Fx5yLRql+N1ct3pwxN6KNMGF9PUGuatVbtMbX5v+jB658X0mPrkZ3L9GcN54D9LTXbTh5QwsX9PIKZFdf7YfuysbjTtnfI4VK44tTzhO8vj5PKJ5Tz6dvL9DO6Vw5WTBiVeX35qObVNQdbvrzP5TsIwwHoR9SvH8fpsUhQS5d/jq4OqDMgSGS4bHk/yB3xjIIxNlXE7rD/GW0JRIlGdTI/1xCCq6QRao3icalpNHuFD+OiKj6imd1hMRiD4MmAYBtnZ2UcVLMFJFDB1VViqK8g2O6rD9f/Ze/N4Saoyz/t7TkTkepe6tVdRRUEVOyhbAYobtLSgTrdO+6LTrYzQDq09amvj+7bQ+jat40jb2C2v6ODSH2nHtkfGwd1GRWjABWTfoaAoiipqX++Sa0Sc8/4RmXlvZkbkzVt1b93t+fq5FjfPyfM7EXEz4zxxznl+UbBU/5+NXNXrhqOhtYTWJBqQhtagrUosry/JCk2nNkRjKjQUFmgOWKypzdAYH2zCZnobdiy3xkcpt0P55GhQqmI2vQCeR9tsmY1GoZ6jcT2HamjY8cgWlp56VOwNrj/bPiPXm23/sshnUugW81dXa1KOQzVsno1a2JNpe//Ri3rbAqZjlvS1GcUu7Il/4j7WxwiioOnEFQP8tmVm5qQWHyWlFOetW9EWMC1fkG+rd9YxS2MDpnXLmo1q+3NpFtcy3tXJeE4jWBp93wLSrtOWFW/VwmZzX0drVg70tAVM65b2tw1aTlg+wE9pDpg8RzeCpTorFuTJp10KleYnxWsWN5voRq+1m+4u7Mm2aceZ+LYa2UIURI0XMCkbgtXA3N8bOmn3JqVaPi+29hq4jm67XlorXK0SB76uVoQdyhv1YtoWDdGYqIa1s38ZtTC3SaVSeF7nlUydmDUB02TieLLhdr7QR5T9xJAmoA+Xg2jiZ7p8+tAM4xCfMSVEYQAvoXyyNCrPv4Aql9C9ORSjA2KLBmVxKKNNCEEFrQO2/+4JTvu9ClYrjlO7mtorvrwJWgbRxQMjHKdall5VwOx6GT1mwBZay9FmV9tMQbBjG7QEXXbvEMep5gx1es9G0M3BSFAJOE5Fwc1G+4rG64OlCgP50UDMWstT29oH5QcKzfUAth1oX5p2YKTCioHmr7dnt8ef8237R5qCoVI1YP9Is5FuJQgZKlXpG3Pcg8UK1ZgU4pt2D7JyYDRo8oOQLTEp3nfGZPSLy/Lnh4bdQ0WWjjHyPVAoU6y0L6t5ac8Q56xtNt3dHLO8cMfBAoPFCv250e/CZ2LOz+6hUttr3WQiBIUblAmUxkpCHUEQBGGaaX0oPOH3T1I/BEGYJPxnIjNV1eHDbS34ocXLaMrDAXteKMYOjHceLLB3uISxFmMt+wtlXt4X7wG0afdQY+OusZYXdsanHN+462Bjr4W1MFSusutg+yB673CJoVKV+gP4wFg27opPOvGlXzzaMJUNjeH7D25ksNi+hv4bdz3ZMIkF2DNU5N8e2dRW76t3Pt5Io22t5dGXdifOinz7N8+yeyjqf6Hi8893P9W2z8pa+Pavn6HsR22W/YBv/+bZ2N1y339gI49v2YOxlgOFMv9015Ox6da37hvmp49swtSWsmzZO8SPH24/FoBv3vN0Y7/UUKnKzXc/Fat91zMvc+/z2zHGUg1CfvjQC7Fpx4PQ8OXbH+OFXQcZLlV54IWd3BJjaHvf89t5fMvoEtQnt+7lt8+Nn5bdagerNG5QQhkxtBUEQRBmN/NyhkmYfxTpBdKU6ad1uV4dTaa2QDN+aYGiB0WGEgMJKh76MDUoaYKNL2C9NGHbx1OB1YSkwRoqfrR8Ar/CXb8NsK+Nz861aWfrKyvi6w3BA0OQ9VxKfgC0L8eC6NA2bIKBXIaKH1L0fWBZfJsvQ18mRS7lsXOogEMfa9TzbfW2Hyjwf3/7HlytCRL2sUFkAHvVt+/izDVLKVb8xKx/uwaLXPUvd7N6US8HC5WO/lA7Dhb42/9zLwvyaYZL1cRscY9v3csnbvkNy/pz7BwsJvoaFasBN/3ycbRS42aO+skjL3LXMy+TS7nsGSolpivZtHuQT9zym0YGw6R2Q2P5n796hv/12w0YazvuK9i6bzh2D9ZYAmO56ZePs7Qvi0Kxa6ib2aVaX9w0TljFDUoE7gQT8wgNbIfPgyAIgnBkkIBJmBcYNKO55pJ2o6tJKD88DfP889hyCXra95OMbcPW3h8aoqwGL+yFV6+LMiEcJgUfuvlq2FesBwyd6x4sGw6WK1212SlYqmMMXZvzbu3CgBWinWLdpFIvVoOuzVq7TbM7UvYZ6dKktjUJRhKt2dYOl7ileeOjCNwsblDCDUpUJO3whAmDgCAY/29DEARBmFpkSZ4gzCDMs0+DtR2X47WRcqFQhe0Hp6xfgnBIqChoipbndRfsCRFh4FMaGWpLnCIIgiAceeblDFPdYNR1dC07nsXakJ4xPkyOUjiui+fEb1iuG48meQuNLU/K7CYaU6OhMOjaEjGfKLuYVtEmfJ1eAjZhT4VyUG4PyklYPqScWhvxy89Gyw9NwxaL2BdegFQaVNxHM3JiasPVULaweR+sXkhPxiPjuuwdOZRZgXa00ixfkGX/SKWxhycOBayuZXNrzZh3qGRczcLeLNtjEju0knI1A/lMl0kJxiflahytE5fejSXjOWilKHZRtxv6simW9uV4ef9wrGdWHUXk0TRS9idNO5tyyadd9g6PH+DEZQls72Q9aJqcv8e5Shha/Nq5DAKf0sggSjugXQaLVaqqeQbUGEupGlJJMHmu7407MBI/c1ovHyxUo6W9CXVEQzTG0zDG4joS2Atzm3kZMNWXylhbtwGtuambMHIPBBw3OjV+GD8YGK/cKI3naPzQECak2xSNqdIw5IgGZ5rakiztgs6AqSR6JCk3CqpsGD+wG7dce6DTh6wRbnisthyvD8YGjipK8R3FSxo37VFs9bTSGjbt5aI/u5ClAz0opaj4If/26IsUq+19yaZcLjh5FT2ZFMPlKnc/83JsYLB6YQ+vPfEotNZYa3luxwEefHFXW72UE3n+pL0oaCyvXcaPHtoUe70W92Y5Zmkf5y49iWpg2PFcDy/sa99j9K5XncAbTl6FUopqEPKF2x6OTWwB8J9efSKvP+kolFKU/YB/+OlDsSasV7z+FM5ZF2WRGy5X+X//971tadMB/vDstfz+aWtwHc2Dm3bxzV893eRsP5Y/Ouc4fu/U1Tha88CmnfzPe56O3Qf1h2et5cJTV2Mt/OKJl/hZgqHsa09cyX969Yk4WlOs+Nz0y8fZuOtgW70FuTQffNPprFrYS2gMP3zwBW5/cktsm+vXLuM1J6yk4of8/PHNicsKLzrtaN529jpcR7Nl7xBfvv0xhkrt12Zxb5b/cuFprFncx77hEt/81dM8v7O9jw2UInQlO2kntAKtFGHgUy4MoR2XTDaPCXxSjibdYgxaqkZ/t62vd1seGIsfGDxX4yYMnkVDNLopFw8mYT4wLwOmum9GaGoeTCYyri37IY4TDRo9x8EPw9rm93g8x0ksd5TCc9KUfD9x1kQ0pkZDEWJVNCCsp+82ykGnM5FhbIIHknKy2LCEDZJnR5STTSy3ykOnlxyyhnn6MbAG5egxZrWQ0hqlDdYqrIKUo/FrAeZoJRevHKB2DKEWRmnE057D6048ip8/sblN682nH0s2FX38F/VkefPpx/C9Bza21XvV8SsbqTiVUpywYoCnt+1vC8LOO255I1iCyLD13HXL+E1LRjVHa45d2o9WgFKkPYcPXHQ6/88tDzTVW96fawRL0eE5vP+Nr+Sa7/y6rY+rFvY0gqW69p9fdDqf+N+/aap3xpolnLNueaNeXzbNJ95+Ltfeem9TvZNWLuTNp48m0Fi/dhlb9g7FBiOvWL2Y33/Fmsbv56xdzubdQ23mvOuPXcabzxht821nr2Pb/hGe2NrsH5XxHN553gmNWfBc2uNdrz6B//6D+9u0375+Hatq19rRmj8693ge37K3LTHD6Ucv5n0XnNb4/eSjFvLp793Xth9qeX+Od5x7fOP3oxf38fb16/ifv3qmTfuy157Mmtps4qLeLFde+Ar++pZfJybMiJAn0J1QWmFNSLEwiOu4pPK9aCwYRTbtkss0+4dUAkPa1W2vt9ZJKg9Cw2BQJZdONjEVDdHoRiMIDX7CjJQgzBVkD5MgzABsqYTZtAliPMJa9zAoFKnWp3+uRlnLjkeaB/X5mJtexnMbwVKdbMprCnjqeC03VaUUi/valxP2xOj0pNsNcpf2ZGl9sNlqWgvRoL71uHsTbuCnHLWorW5fjDnvG05a1VZvUW+8CW8rq2MMYaHdpBZgdcz7j1u+oP21Ze2v9efSeG7zdVjcG79EdEWLOS/AsgXtyULOXtu8hDTlOrzy6MVt9VrNfiON9uODyJR4LL3ZFIsSTImF7ggDn5HhAziOS76vH6Xk9iwIgjBTkG9kQZgB2I2boFyBmH1erZNuFhubBc1oxfaHXiQcs+clLqtaNTCNWdZRDYsftM8OtC7TM9ayI2Y/0UsxxqybY/Yx7SuU244nbg/M41v2tvXxYEIWu8e37Gmre6DQftyb9rT7SsXtD3oxpt6Lu+M9qTbFvP5CzGsv728/P3Gv7R4qsrtlD9aTW+P9o1r9lapBGLtkcbjUPts5HJOVb/OeocYemjrPx3g4AW1GvCPlKvtizrnQPaXCMFo79PQtkGBJEARhhiHfyoIwAzAbngNstMm7BT8Mm4IMPzBtxqoAgeMwsr/Anmd3YGumqb96dlu7ljW8uGeoEWRYa3lx9xAmZv/YHU9toVj1sdYShIb7nt8Ruy/p6W372LRrkMAYgtDw/M4DbNixv61eNQzZdmCkcTzGGP7l10+31ds3UubHj2yKls1ay3C5yo2/eLStHsDOwSI/e3xzYzNyUt0fP7ypKegy1vLVOx5vq/f8zoPcev/zlKoBQWj41bPbuPuZ9vMIsGHHAb7/wEZK1QA/CPn3p7bym+fa6/72uR38buOOxu+/3rAtdi+YtfDl2x/lya172Tdc4rfPbedff/tsrPaPHtrEb5/bTqkasPNgga/d+UTsfqNfPvkS+8cEzs/tOMAjm9vTsh8sVvinf3+SPUNFKn7Ifc/vSDTS/davn24EfAcLZf7p359M3OMlCIIgCLOdebmHSRBmEqPL8dqXkUGUF68ahIACpan6Cb4srqZarnLHTx+Goc7+Q/c+v52X9g6yckEP2/aPsGMwPgvdUKnK92P2NsW2uXE793ZRddv+EXYeLLBv52b2FUo8FqwB2o/9tkc3c9ujm8c1s4UoePjRQ5tIuTo2mKxzzS2/5qSVAyzvz/OrZ14mKb/bL5/cwh1PbUExvvnsL554idufeCnyFU6oaqzln+95mv9z//NYaylUkvfi7R4q8eXbH+uoCZHX0rd+/Qzf+nX7HqOxHChU+PT37uPkoxZSCUI2bD+QeEyPb93L4y37qpL6+N9/cD+5lEupGiQa7grdk833YkzIyNBB8r39090dQRAEYQwSMAnCNNNYjtcbv1+kufI45bVseZw/vont9gOFrtJ1TwWhsV2nPe/GzLZOp2CpzrPbD/Ds9vilZmOxNlr+2A228X+d6cagdiqoBCGPvrRn0tudrFTmAjiuRy6bY2T4AIWhQVL5XkmTIQiCMEOYlwFTfeO3oxUWhbEaaxQZz8H1olNS9/1JIlMry3rxdZzaGvSs5yWnyhaNKdLQqJr/Ulgbcmhd82Py+hJTftc9kpKolym3L75ce4ekYZ5/cfT9jb0LMX5TqvF/yYw1sV29sHNdQTiiyDxUJ6yJluTm8v0URgYJR4aitOLGUqoEKK/5O6Xul5NEvayYEKTXMxoWK0FiimnREI1uNCStuDAfmJcBk64FTEopsFHWscjrxmkzRk0ySh2vvG6k6jkabTsPckVjcjUUCkWUsasRfqlaNjSdRsWawo6SaFw7XnnNuHYiGtYY7LZtYMEOxSQWUAp6+2pB/hjjWj+Eso/WKn4mZO9II2BSCtYtXYC1lk27BzsOW7XSrFvWT2gML45TtyeTIjRmXGPXoxf3kXI0m3YPdRwzu1qzuDfDzi6MZ+thZaf5pL5MipNWDrBh5wEGi+17e8aiiLLOlf2Q/eMkL1Adlt6NJe06KBWfWGIsi3uzLMxneGnvUEcTWK0U/bkUB4uVjvoD+TTL+/Ns3T887ozWwnyGZf05tuwb6rhMUAF9uTTDpeq4SxRjsRYniE/aIUSYmom6clwy+T5KI4OUCsN4qTTV0OAkzJ4mGYyOV17f8+cHhjBh8CwaotFNuRjXCvOBeRkwhbUlPkFoaj5MIdZYRipVnJqbel8m3dH3J+u5eI7DUKuBaA1HKfoyaYbKlURvIdGYGg1FSFZFG+q9mg9TSS1Fp5diKnsSPZJ0ellHHybl9qGcLKbSvlk/qlDzYZqghvP2t2L3RvtGlM6idAoTDMLefYT3/Q6MHy21Q1EPFVQQMrByASf/4ZlYG23Yf3rbmGxq65YAUQrxPzx7bSPQPPOYZfzooRdizVpzKY8/OGttw5/jrGOW8cMHN+K3LInzHIe3nnks+bSHtZb9hXKsCatWmretX0suFc28nX3sMm575DmIiV3+6JzjuOi0oxsmtf/fbY/EZrUDuOrNZzXSdG/ceZB/vO3htjoXv3INbzt7HUoprLX89JEX+emjL8a2l0u5fPjiMzhmSbRv5FfPbotNtLBuWT+XvfZklvXn2bB9P/98z9McLMb/Tb/j3OO58JQojfn9G3fyrV8/Exto/Icz1/LWMyN/pqFSlS/+7BG2HWg33D1++QLed8Fp9OfS7Bsp8fU7n4jNTPiaE1byx+dHprcVP+Tr//4ET70cn2XvDSev4p3nnYDWkdnvV+94PHap4qqFPbz/ja9kcW+WwWKFm+9+ig07xl/S2MBa3KAUm1REGMVxVCOlfPQZ7Kc8fBBMQH8uRb6nOYPmgZFKR7+cYtmnEhgGeuINg4PQMFio0p9PJXryiIZodKMhPkzCfECy5AnCNKNXr8I584zo5+xzcNa/CufMM1Dr1ia+J+M5eGmPY95wEsdecBJnvuV0jn3DSXDKiugnHT0LOe+45U2zcmnP4Zx1y2LbfNVxy5tuomnPafPwATj/hBUN7ySlFIt6srxidbuvz5nHLGkESxANAs87bkVbvUX5dCNYgppJ7UWviO3jH51zHMevGEAphVKK41cM8EfnHNdW7w/PWtdoTynFW848Fp3wbfemV65pBEsArzvpKE45qnk5o+to3v97r2RZf+RVdOLKhbz7NSfFtnf6miVcdNrROFqjleJVx6/gdScd1VZvSW+2ESxB5B0VdyxKwZ/WgiWIjIbf+/pT2+qlXM07XzVqepv2HP7Tq0+M7WPGc3jHucej9ajZ7zvPi6/73tef0vCC6s+lueINpzZm6celFiwpawjcds8rIRnH9cj29LWlzBcEQRCOPBIwCcIspNWAFWB5f7vx6NiApU4+xlAWIvPaVuIMaesD97HEmav2ZNp1Wg1zAU5YOdB2PHGmtwAnrhgY97WejNsIBOpopRjIxQ/Yl/W3m70u7cu1/J6lt8UMd12M8SzA6oUxxrcxBrcLe9r7E/dabybFgpZzvmJBHqflGPNpj1SL6e1APv5Jc2821WZKHPdUWilY1XI8/bl0rDFwO2ODpeyY/XlCtziui+vGP+kXBEEQjhxyBxOEWYhp2WRrrWXr/valhJv3ti9rizNbBdiyr/n91lpe2NVed99we3a77THLyDbtOtD2dDyu3jMv72urN1iKX+q2ZV/7MrTW10bKAeWWfVUVP4w18QV4ZluzX5QxludalpztGy637dWKM56FeOPbuHO+ec8Qwy2+SU/EpPQeLlXZPdS8r2vznqG2jdYHChW2tpyLx7fEpwjfO1RqMyB+Iqaute2mvXuHS4nXZyxOUGkESzbGX0zoDpU0NSoIgiAcMeSbWBBmIZUgJKiZuppaMoeX98cEI9v289yOA/ihwQ9Dntm2n4274vefPLF1Ly/sOhitRw9Dntq2L3bw/9vnt7N/pIy1kf7WfUOxe1q27h/hia378MOQIDS8tHeIh+MMU0s+P3zohUYAUKj4fCnBpPZ/3fssu8Z4Ru0aLPC/7m3fb/T//exhhmoJCobLVb7480di24Noz9K/PfoiBwpldhwo8E93Pcn2g83BRCUI+ed7nqJQifam7TxY4Nu/iTeUferlffzooReo+CF+aLjzqa3cO8a0dmybX/z5Izy9bR+7Bgvc/sRL/OihF9rqWeBrdz7RCIZe3D3IN+5+Mlb7pl8+xkMv7mLnwQK/3rAt0aPJAl+6/VEe2bybHQcL3PPMy4nHc/PdTzWCpm37R/janU+Mm/RCmVCCJUEQBGHOMD+TPviSrUmY3VgL+0ZK/K97nx138PrApp08sGlnV+3et3EH98UM7lu1b3vsxbE5+xJ5Yusentg66v+T9ITm54+/xM8ff4mMqyl32DxsDPztrfexqLZ0LWnWaPPeYT7+v341Tu8iLPDjhzfx44c3daz3+Ja9fPx//YreTIrBYqXjsd/22GZ+9vjmcY1vX94/wo0/f3TcPm7bP8Jnf3j/uBn6DhQq/NO/xwdTrewfKfO1O58Yt96e4RJ//5MH0Wp8E99RLIGbkWBJEARBmBGYCXg6xjEvAybjVwkqJZSXBltL16xAq9EU145SGKUbv7fi1MoSy2vLKByto1FebBuiMRUaUZr4aN2/IdqXUfdIUtojMVmXcqJyFb9nIPJJchptx5ZPqoZDlBlvzE/L4U/nfvCpkO4ULI0lKVCaakJjEzPjtTIR49tumc7rPZF04lY5smdpotRmbKP/tGNei7KQBWHzZ8MYS2Bs2+t1AmOjOknloWn6Nw7REI1uNILQHJrdgCAcQarVKp7nkUp1swe3nXkZMHmpDEG1iAu46SwGjbGK3nQKLzO68dlzNJ4Tv2m6Tl+mc3k+ZiN9U19EYwo0LJoorXZQM7BV9cDJW9DZ+lWn0eklHTXGK580jdS+2qDTqXk8KTo7DwnCDKHbLHpCgzAEv2WQGpgoSB8u+QS6PR+/HxgGg84eY4OFzuWFcmcfNdEQjfE0jLF4rjwgEWY2SikOHDhwyEHTvAyYcFO4KY+gUiQ0Bu1EfjLDlSpukw+ToeTH++lkPQ/P0cneQlqTT3kUqn7D96kV0ZgaDUVIWkXLwFwOAlDRi1HeANY/iDVJHklLwFQwfrwPk/b6QKcjn6UYlPZQ3oJJ0zDVg0RTVSEKi9YaaxVhh3BMKVjam+dgqUxlHMPUE1cs5Lhl/VSCkAde2JW4kd9zHI5a2MPe4RIj5c430ZUDPSzry7J57zAHxjGA7cumKFUC6NDN049eTNpzefDFnUmTjw0G8mnOWbucF/cc5Pmd8YktAJb1Z1nck+WplmQPY0m7Dscs6WOwWOnKSHcgn2Ygn2HrvuG2Qe9YejMehUrQ8WmsoxUnrBgACxt2HOhYVyvFyoE8w6Uqg6X4a6OAc49bzvHLB9i+f4R7Nmzr+IQZYHFvhpGy39F0d+VAnuOWLWDHwQLP7zzYsT1hfByHRuZCa6On/K4GtKI365HPN9/gBwtVPFeTS8ffxouVAD8w9OfjBwZBaCiUA/IZN9GTRzREoxuNIDRtSWgEYaaRSqUIw5C9e/eyePHiCQdN8zNgwuKms4TGYPwS1oQo7WAsDePU0FpCaxKNVENr0FYlltdHd6Hp1IZoTIWGwgJRwKKJggBr/GjPjfETTWWxYcdya3yUcjuUM8kaIdFsGaQcjUVhlSKfSzFULLUt9lq1sIfXnXhULbCybNhxgIdejDfZPf3oJZw2xjvpLWccw/ce3NgWZB2zuI9Xn7ASXTOAfXH3EPdu3B7b5oWnrGblQJQ+++SjFvHE1r2xWd+yaZdTjlqEu3wd1lpWhSfwrd9ubqrjas1/u/TVLMhHe5X+5PyT+NT37uVAIT6oe92JR/HH55/YMKp98uV9/I/bH2ur97fveBVL+3IopQiN5e9/fD9b9jUny1ixIM9HLjmzkT79l0++xK33b4zVBbjklWv4g7PXoZVisFjhiz9/hO0tGegW9WR4/xtfyepFvYyUff7lN8/w2EvtgXc25XLVW85qpPLesneIf/y3h6kE7YHLop4MH774TJb15zDW8m+PvshPH2k35/2Ds9fy5tNH/Z6OW74gce9SXzbFB3//dI5e3EcQGn7w0Avc8eSWtnrnrlvOe19/SsOP6RePv8T3H0w+R0IX1LzFRrG11yIfsNYBrtYKV6vEga+rFWGH8ka9mLZFQzQmqmHFmFqY4SilGBgYYGhoqCloKhQK47+ZeZ4lz0ll0V4WE1SwpvMUtSBMF67TvHdJq/ib2auPX4mu7QdTSnHiioFY3yOIBs1j0VpzysqFbfXOPW55Y1CslOLYpX0N09qx5NMeKxaM+kAppTh11aJY7ROWD+Dq0TZffdxKjlnS11TnP56zrhEsQWTCenmMWWudd5x7XJNR7WmrFrFyoNmX6k2vOJpl/flGPUcrPnzxmW1tvX39uiavqYtOW8PKBe0eVxD5Jr1t/XGNc9SfS/OOc49vq/fH55/I6kVRENST8bji9afGXpvXnXhUk+/R0Yv7OP+ElbHab1u/ruEhpZXiP5y5tuka1HnDSauafj/zmKX0J/go/cf1x3H04uhauI7m/zr3eJb1tftU/eHZa5vMay96xdGxnl2CIAiCMFNQSrFo0SI8z2Pv3r3s27dPAqZu0akMynFJ3qUvCDOPuEV5rUakSikW97QbygJtvkcQ7ZdoxdXtbS6MabM3k2ozn9UJ+1ji+nnqUc3B1bIYE94kE1YAr8WwVSnVmO2qc8pR7QFcXNAykG83jx2IMZQFGtn6xhJ3zlvNX9Oe02aOC8Qawvbn4oObuEBmSV+7dtxSmaSZ2hUD7ed9ecxrWa/5vGmlSLuSEU8QBEGY2WitWbRoEdZayuUy6XTnvfGN901xv2Y8NgywpvNeD0GYTuJMauP2yZT85llSY23i/psntzabxQah4elt+9rq1X2HxvYlznx212ChbV/McMJ+p9blZdZaHn2p2Z/pvo072oK6J7e2929Uv/k4Q2N4fEvzkrd7Y9qMy3jXavY6UvaTzX73DreZzz71cns/X9zTvGetWPHZebD9qdajLcv0jLVtr9V5umUPVtkP2kxmAX72+Oam33+1YRsj5fgloa17kfwgZHNL3wHu29icpv65HQemLXOhIAiCIEyEsbNK1Wrnvdl15ukepggbBoSVEZTSKEeWkwgzk8BaVGhRGqxVjFT82PTSdz65lTeedjQZzyE0lgc27cQP4x8GPLfzAIWKz4krFlIOAh56cVdswo1fPrmFN552NPm0RxAa7nt+R2w9C/ziiZd47YlHkU05DBaq/PvTW2O1N+w4wKlHLcKzUdLtf39yC9ta9vw8uGkXRy/q5Q0nr0IrxZNb9/K/f/dc4jn6/E8e5KNvPosVC/IUKz7/fM9TVFumzH63cSfnrF3OKUdFSw/Lfsjf/fCBtrb+7dEX0QpOX7OEg8UKP3jwBUrV+CW7lSDkxl88yjvOPZ5FPRme2Lo3di/Pd377LNmUy4krBtg3UuJffv1s7L6kjbsO8pVfPsaFpx6NtZY7ntoSG7AA/PTRF8l4Dmccs5ShYoVb79/IcEwgdOdTW9m2f4Tjly9g+4ECj8SYB9f58cMv0JPxOHPNUgZLFf7P755nMCaovPX+5zlQKHP88ijpw88ffymxTUEQBEGYKQwPDzM0NERfXx/5fJ4tW9r36cYxbwMm0wiWHFQqE+V0FYQZSmAMmGiJm03IcDZYqvC9B57vus1tB0bYFjNbNJZCxedHD73QVXsHCmV+/PD4dat+yCObd/PiS88RGsN94dFA+7Kz7z2wke890F0igWI14LM/vH/cel/6xaPj1jHW8qOHN/GjcYxs62zdN8wNtz3csc5gqcoNtz2MqxXBONmkHtuyl8e2tCfLaCUIDbfc9xy33JccSNbZsOMAG3YcGLdeNTB8856n+SZPd6xnrOWXT27hlzEJIQRBEARhJlIoFCgWi/T19dHbGy2VX7BgQVfvnZcBk7IGvzSEdhzcTB/WhFhr6Bnjw+QoheO6eE78uvy6gWqSt9DY8qT9AqIxNRoKg2YZAH7Nh0mraD+LTi8BmxAcKwfl9qCc+H0/kRcS6PSycconScM7SGReO9aHae6kbk1KIT+XGS9YEuYvYWjxa7OO9b+SILSExjJYrFJVzTN9xlhK1ZBKgtlzfSnvgZH4zJL18sFCFa3j9xuKhmh0o2GMjZITCcIMJggCCoUCCxYsaARLQNv+6yTmZcDklwt4Pb24mV5QYKm5qZuwMdPkuNGpSVrSNF65URrP0fihIUxIKCEaU6VhyFECQDMcVdAu6AyYSqJHknKjoMqGpUMr1x7o9KRpWFMhGjpZsBaUJT7dgyAIsx2tRhOlWKJZPK2i/045mnSLMWipGn0Xtr7ebXlgLH5g8FzdyFo50TZEQzQgPrGMIMw0fN+np6enKViaCPMyYEI7eNk+QmOx1mCNibJl+CGOE+1V8BwHPwzbNtKPxXOcxHJHKTwnTcn3E2dNRGNqNBQhVkX7PhyijfFGOeh0JjKMTfBAUk42ClSC+D0jjToJ5VZ56PSSSdOwYREwtR/AKsbmaXG14g/OOY6s51INDL/asI1dg/HpMTOey3nHLSef9ti6bzjWHwlAq+hGWh1niapWmgW5FAcK5Y5zXp7WnHjUQkJj2LD9YMcJsrVL+zn72KVs2H6AxxP6B1HmvvOOW0bZD3noxeT9OCevHOCUoxbx2JY9bNyVbGQLUea+E1cO4AeG53YeiN0jBlEWuxUL8ry8f6QtIcZY6vuVRso+G3cd7Ki9rD/HygV5Nu8dSvSZqpNLuVhI3FNVR6nomFr3cdVZ2JPhdScehedo7n1+R+LSTK0Ubzt7Hecet5xixeeHD73QlhQjVt+EMI4XjNCM0gpnjHGtCS1aK6xWZNMuuZa07ZXAkHZ12+utdZLKg9AwGFTJpZNNTEVDNLrRCEKDn/BdIwgzBc/zyOfjLUK6YV4GTE4qW5uCk6ciwuxlIJ8hl4puWmnP4YJTVnHLvRva6ingD85aS6qW9nkgn6Enk+Le55sNaF9/0qgHUKHic9ujm2MDp1OOWsTpa5aglSI0ht9s2M7W/cNt9XoyHm89c20jNfkrVi/mRw9saMR/Y/mj9eu46BVrUErxe6cezeNb9nDTLx9vq7eoJ8Pf/NGrGsfyzldV+cQtv4n2eI3hijecyjlrl6GU4o2nHc3dz7ycuNenL5viY289u5Hm+7kdB7jx54+0LZ87d91yLnvtybiOpuKH/NO/P8GTMRnxlvXn+Nhbzqa3liL8kc27+fqdT8R+2/zeqau59LwTgGjQ8U93PRlraKuV4j+/7mTOO24Fxlp+9ew2brl3Q2yb565bzjtfdQL5tMdTL+/lG3c9RXFMgNWXTXH1H5zT6N/rTzqKv//Jg7y8vz1o+r1TV/OmV64BYEEuzZ/93iv41K33sWc4foZ0FIsTVAg8J4reBEEQBGEacd3DC3nm5SPAbtcrCsJMRan2v2NX61gPoTVL+hsBRp2jFzdPSR+7pJ/Vi/pQSqGUoieT4rUnHtXWlqc1Z9SCJQBHa16dYKx67roVTT5OnuNw9rFLY+v+3mlHNx3PK1YvjvUf+s+vO6XpWPqyKd5x7nFNdTKubgRLEJ2n15+8KvHL7o2nHt3kiXTCigHOOrZ5n5qrFf/p1Sc2nsqmPYc/Pv+k2PbecsaxjWAEIqPYE1cOtNVLuw5vXz/ad9fRXBpjegvw2hNXct5xK4AoeHrDyas4M+ZcLuzJ8J9fd3LDXPjUVYt529nrmuqcs3ZZU/8814m91gAnt5gZO1pzfIvpcRxWOShrcIMSidN1giAIgjBLmJcBkyDMdqIxaLs/00ip3U/AxA1YW15qNXkFWJBvD1gGejIxgVr8A4is156gI84oFtpNbpVSscHfghjz2lYD2N5su4muAlIJa/JjzWJbXsulvba+L8inY81549rrzbS/lku7bSa+fbn4xCitxrfRa+3XbPWiXpwWs+FjlvQ1/R7399Dq9VVn11C7j9fuofFmlwClCNyMBE2TgJw6QRCE6WdeLskThLnASNnHWotSCmstT2/bhx+TeW7L3iHKa5eR8UY/7i+07KvZcXCkbWA9WGwPvvYOlzHGNmVYStons2n3IGcdOxr0WGt5ftcgcSvj9w6XWDIm8Cn7Qaz/0GMv7eH3X7Gmqc3ftiwt3DNcplDxG7MsEKX1Lif08+HNu3nV8Ssav/uhadunM1Sq8tLeIdYsHj1HT7+8Lzb4eOjFXZw0ZmamWPF5Zvv+tnoHChU27xnkmCX9jdeSPJJe2H2Q153UPAu0KWZf1sv7hgmNaQqaXtrbvFzy/hd2cdFpa1jYE12bUjXgnmdfjtW97dEXOW7ZAlYvigK2O57cMu6erAZKE7hZ3KCEG5SoyhLozlg7ml3T1n43IWFQAVMF07K/zQZgNSRlm7Qm+knaWmJqeqaavGxSNESjGw1jo5/qICh5Di/MQPzB6G/f+u2fj4Q9561IwCQIs5RiNeD//O55Vgzk2T1U7JgI4EcPvsD6tcvpyXi8uGeIjbuaPXk27R5k9aJejhroQSlFoeLzq2e3tbVjrOG+jTs497jluFpTDULueibeoPaZ7fvJpFzWLV2AxfLMtv1s3TfE2pj79N/96AE+9KYzWLEgz4Fiha/d0b5/CSJvpgX5NKcfvQRr4d+f2Rqb+OFzP7qfD1x0Ogt7MuwZKvHl2x9NPDdPbN3LN+56kteeeBR+GPLzx1+KnVn5yi8f5/8673hWL+pl0+5B/k+Cke6vN2xHK8X6tcsYKfv826MvMhJjKAvwP25/nLetX8dRA3k27jrIjxO8n+7fuJOVC3q44JRVhMZy+xMvxe6f2jdS5l9+/SyXnnc8ubTHM9v28cOHmr2sChWfv/vR/bzquBW4juaBTTvZO1yO1R0u+1z3w/sjQ+BqwMEYE9tOWO00giYnmNh75x1hBcLarKxVWONQGjkYzWIWt4BqnknF74OgCn78tSPMgEmBTUgwYxwIeqEwDDohyYtoiEY3GsYB68H2Z8BJeJ8gTCfDAVQPABqClkFIuYtVE8zTgEk19l8oLApjNdYoMp6DW3sKX/f9SSJTK8t68XWc2lOWrOclp8oWjSnS0Kia/1JYS8Otdc2PyetLTPld90hKol6m3L74cu1NqoZyckSrZjWRFxO0phWvhiEv7U3OuFfHN4Z7N27vWOfuZ17G0xrH0ZQ7ZCN8cc8gL+4ZRKnxlws9snl306xJ0rPHYjXg73/yYOfGanzjrqfGrbNnuMx/+/7vumoP4IFNu3hg066OdQ4WK/zTvz/ZVXv3PLuNe2ICzlaGy1X+5dfPjFvPAt9/cCM/eHDjuPM0923cwf0v7CTlasp+/KBouOxze5emsxbYfjA++2JX768FTcp2d1Oar1ggtFHAZAyUCiMYY3FSHqUwjQqbl6gaqymF7ctW69TLigl1Aht9ZxZNFtfGf95FQzS60QitRiwvhLnOvAyY9JjN4FhQKFDgaqfNGDXJKHW88rqRqudotO38RSIak6uhUCgiY9hG+KVqX+46jVKd/+wTTWXHK6+Zzk6WhtJpopuQqi2fmPrMjr4xscv64pC9FUeebk+5qdkkzBSioCl5ECaAQWNstLy2WChgTEg6k8daQ9WmcEz7PjiASsLr45UbGz2+8I1LOM4yKtEQjU7lxipcJWnFhbnNrAuYvvzlL3P99dezc+dOTj/9dG688UbOPffcCbUR1gaEQWgi01oTYo1lpFLFqbmp92XSHX1/sp6L5zgMleOXmThK0ZdJM1SuJHoLicbUaChCsiqaLfBqPkwltRSdXoqp7Elcr6rTyzp6JEWzPllMJWEmou7DNEkaxj8AhNGPrZvWyvpwYZYyx/c2HO69ycHgKp+RQhGMIZvrw1UhYRDS7w6T95oD4AN+H2ldJZewBKoYZqiYFANe/HdNYBwGg1763WHchOVZoiEa3WgExsG3yb5NgjAXmFUB0y233MJVV13FV77yFc477zxuuOEGLr74YjZs2MDSpfHpigVBiKcvm+LEFQspVHye2bYvcfZi9aI+VizI8fL+EbYnGJxCNAl2ylGLyHouz+44wEi5PWlEnYGeDOcuXR55/3TwQX3DSas4amGe3z6/IzYJxFguOu1olvRmuefZl9l2IH4JmePAn7z6ZBbk0vzkkU28mNCmVopTjlpIJuXy9Mv7mnyMWnG14tRVi3AdzZNb91EJ4gciGc/htFWLqQYhT23bR5iQmU4BJx21kJ60xzPb9yfuf6q3eeqqRfih4amXk9tc0pdl3dIF7Dg40pYEQjh8JuPeNOJD5WAZrMVJ9xIqj3LVYkLNI7szuJnmWemejIsfKip+/Kx82kvhOQ4byvGz2VppejIuL5QzmISl0KIxdRoOzZ9rrTT5jGZz2cEkrLTIZzR+6FD144duKc/BczQby0nZSKdGQyuN6zjc/kyGanB4D0Y+887XtL32yf/9mymv11Q3taDx2sf+5e6mOv/wnjfEvre13kTqxtXrtr24elPR5uEe9+Eez+Giggq5kWGMcqElk2yl2N1qjAkHTO9973t53/vex+tf//qJvvWw+cd//EeuvPJKrrjiCgC+8pWv8NOf/pRvfOMbXH311Ue8P4IwW1m9qI/XnbiysZ/vxJUD/OCB9v0xrz/pKFYvivZsHbdsAZt2D3Lfxh1t7SkFf3TO8Y1MfCesGODuZ15mW0yAdfzyBVGGtqUDHLdsATlzEv/8m/ZkB//vfzyvke78tScexfce2MgvE/bd/Pd3vqaR9e11Jx3F//zVM239dBz4wnsubKTyPvmohfzv+57jrmeaM8Q5WvEXF5/JCSsi76TBYoXP//Qh9saYtaZczcfecjZH17Ln7Rspcf2PH2SwJb37QD7N//3W9Y0+vrhnkC/828P4YfPgSwF/ftHpvOLoxUCUoOEf/+0htscEgAtyaf6f/zDa5uY9g/xjTJtnHbOUP73g1EbmvJ8+somfPPJi3GkUDpHJuDf5pQJuLouT7kE5HhbV+AnxoCW/pMHBAEFs3knwcDA4ieUOCosmxCVMeFwiGlOnsVi17ClVHhoHV+0HElYooElTwqqEFQr0ociSUu3m11OqoTyUynKc8wTWJj9U64qd7Ql3TnZi9nlOdr2xdY/7s8ZLRVosHVLtnnqx9SZSN6Zet+3F1puKNg/zuA/7eA4TB5cMDgaNpXlrh+ly5c6EA6bBwUEuuugi1qxZwxVXXMF73/tejjoq3vRwMqlWqzz00ENcc801jde01lx00UXce++9se+pVCpUKqPLwIaGoi8AZQO0raAxYMEQYglJ2324JvrApMIUOgyxJj7yTIcOLg4ZE/8UXStFKkyRNtV4HxzRmDINRYinoqV4DlHqZU+56FBhzP7k5XKhgw3LWBP/BF6FPopM1EZsBQ8dMmkaoRmKkmCMDI/uYVIKTAXlByhCXNpvBt1wxlFLCaqjN0QPOHFpik27D46+5jgsyxv8ymj66tX98AjFtiHD8csGcEwBf8yqyzNXZdlzoDmDXcqx9KQVflCBWrtnrjJ8n31NmT6PW9bPktQgfmFU++IT0/zuyfbMcGcdu5RetQ9/TEzxttNyPLWxue5/PGsdlHc0DRP+wyk5Hnqmud6pRy3m2L4ifiE6tzngkhPT/PDB9tTb649exorsMH4hup59Ci46PsUvHm8O1n7/+GOb+rgqB69erXhkc7P2umX9nLSogl+IEkakgLeenOU7v20PFH//+GOa2jwqB+cfrXj4xeY233bqMZjSjsb5vei4FA88PUixkjxrdjgoqmgCFJax+VtDpkavzu/93u/xhje8gWuvvbbp9QMHDvCOd7yDO++8c0p0J3pvSrwvAVp7aMeLjKmpG1SDVqN7Pesoou/O1tcbfVAKRfv76jjjlIvGFGuolsBKRQmL6Lj/VUd7ZVvf22jDqdVJKp8iDeVGCY2cfId2uyMuYUVcoqTJrtdUd8x3Y6bF9D3pe7O13kTqxtXrtr24elPR5uEe9+Eez+GirVP7Lq3vCR9T1uFzPZYJB0w/+MEP2LNnD9/61rf45je/ybXXXstFF13E+973Pt72trfheVOzjnXv3r2EYciyZcuaXl+2bBnPPvts7Huuu+46PvWpT7W9njPbyPkpTG3YFxpNYByOKz9Arjaodysaa+mQtU2jFAQJG+QVCresCUy0TyoO0ZgaDQWkiNZfu7Xh8QJSqFIKa6okbZ1X5RTWmsiHIraCi1K61kbCkUyiRtAbsusoQ1gae8yqFoxZcseVWeg8mtCXzgy+/BzDLV8SPRWfY5zRY3O0Ys/m9s/WMU6h7ehyIyl2v9jyBNxajnGaAzpXw559NY2h2sB+12NclBpsCpYHKml2/675pmaxXOS1B6tLBrPs/l1zymVj2+sOvNzL7j3NG5nj2hwYbtceKFW5yGsPchcfbNdeXixzkdc8I7R0ew+7Dzab0p4wVGCR17xPoL+UYvfvmp+w5Ss+F8XsSVi2I8/uwebBwPFDBRa2tFl+8ifsbrnWF+gDVL2p2aRdJs0GtQ5Xhzh6VKOgu/O6OFTuuusunnjiCR555BG+/e1vk89Hg7dqtcrdd0/NMg+Y+L0p6b7kuB4YHxVUcNPZaPCtNcpo+rNpUtnma+1pB4tNzD7qao1CtZkj11FED0WibLHxiMbUaTi0PmjW4KRwdIpEIyWdQdEDXn9CuQc4OE68AfbUaShQDqlFrwFrUE4GG5ZJvA/qNJYQTPt98LGhPIF1MFaTqn1npJcc3doC9x/sx9MBeozG2Hp1jceG2s9FesnRoF0UDnaMv9ljQ7WAb+NejLX4geG05UuaEhw9tnF0DXk1CNFK4TqaU5ctadN5aMNujLWkWoKAel2lor+bR57f0zZor9fxHI2xltDYJu06r1yxFK1U28qCet36cXhufB8f27i36TjGatdxtOKBZ3e1HUe9bv04fBNiLbH9PGPlssZxtPYRopwCxtrYPgJtGnGMPVetBOUR9h+oPZDSzZ9RJ0jePjCWQ9rDtGTJEq666iquuuoqHn74YW6++WYuu+wyenp6eM973sN//a//leOPP/5Qmp5UrrnmGq666qrG70NDQ6xevRpQGOVia2fdorDKIVB5fFX7cCkHo2wjQUQrRms0Cl/Fz3hEmfc0vkoOAkRjqjQsTm3KVRF9GYZkokx5KvlLPCoPYr/EAdAu4NbaiD+SydRQPbD8P41NYa5Au4TlHVCbaQsOMVNdOfToyTQHOENDIYEdDSiCEKxON5mgBqHBj5k9G6xoevPN6/+L5WpTewBhaEBFX864Uf2q7qPYkoZ9V1Fx1NL+xpJBgOFSlbJtTxyyo+iwfPGCpqy2g4UyZdv8tPPlIYdTj2quNxLT5t6ywwqvr+m49x042NYewN6Sy7LF/U03uz379lNuuS57yx4LBxY0fjfWsrcUULHNNyC/olnh9jUN3PYNDsZq7ymnumrzQDXN0jGmwCNln6Ekj5VJoGI9LNGNizH7JEzSQ4JJ5Je//CXvf//7edWrXsWPf/xjjjnmmCnXnChJ9yUvk8N1XYJqbZVDJrpmFosx0U8TDvGv1zDK4miVWK5rbVhjE31ORWPqNGzrjKuKFsMZG0TGsHH9cOq+sfGfJaU8lAaTdH+ZKo3a7Jk15SjzsNuLNUOJDwaVkwcTYMP2Zc6eShFYTWA1eRXdF9rqKRffuGR0uSk739h6dQ1Ptd+vbFhCqR7QLjY82KQNgKsJQkMxMIShaUpG5bmj383FSkDKVXiuxg/jxzdBaMlnmgPxel1HKbKui6NHg5XWOmnXiYKeMGzSHksUMDXr1+vWjyOTcmL76Lm66TjGatdxtBt7HPW69eMo+9G5iuunVqpxHK19rPczCG3ieWzViGPsuWolqL2mUDErmbobSB1W0ocdO3Zw++23c/vtt+M4Dm95y1t44oknOOWUU/j7v/97/vIv//Jwmm9i8eLFOI7Drl3NGcp27drF8uXLY9+TTqdJp5OetLSjav+L/rv59/i6JJerMf8mbK4UjanRiJ4BRvVsfW1qQ0Qn3ihqiyoa722nXpZQXs8CNlUaqoP2BKnvx8mmHIyF/SMlgrC9z9sPFljal2082dk1GO+lE4SG3YMFFvZkUQpK1SDRDPVgqUJvOoVjLL4JeWb73rbjMsby9Lb9rFu6ANdVDJeqvLDrYLx2EPLsjv0cu6QfRysGSxU27Rpsq1es+GzeO8TqxT1oFCNln2e3t89Y+UHIs9sPsHxBHlcr9g6XOFCIP5ayH/Ds9gOsWJBDKcWeoSLDpfanVYPFKht3HmBxXw5jLDsHi1RiMj6GoeHZbftZuTCPqzX7R8qxe6cAhopVnt95gCXjtLll7zDV0NCfSVGs+okJMeYCK1as4O677+aKK67gnHPO4bvf/S4nn3zylGpO9N7U6b7kpqOHCEG1GC3Hc7zGt0HrJ7++vCtpu3J9GVnSN4aqPRBQWqMSZ/9FY6o0qjTPTGulcNEEKpu8NB0HqzR+Qk895aJQbW1PtUb93jtkFqOUIkuaEksSV4T0qCwB2dgHQcfkl2IrBkILuYUA7N/dvLTbUZqBVC9k+qP1qjXG1qtrkF/QprF/924ypHCVw8iYB0zH5JsTtGhdW77VwUOj01B73GG4Sp6xbPRBJY97IDrv4y0p03r8cUOnfnTSjyrUjqPDuRrvOLo+V4ehEbUznlAyEw6YfN/nRz/6ETfffDO/+MUveOUrX8lHP/pR/uRP/oS+vuhp+Pe//33+9E//dFIDplQqxdlnn80dd9zB29/+dgCMMdxxxx186EMfmlBb2lZxx3zpKaux1qPXvEyPqQ1OxlutMhmrWURjyjRU7YX615Ht5lMyA4+jHYtlBCbB86I0cpD6UFwD+bhTZGDo4IHGr1lI/sLx4cBo1fj2AG0rFMoV/FpgMcBQfLZ0H3aN8X5d0mlEU4GdY7YYLU3awzkCL490Uc+HkdqeZrdTPYAqDNXu06lOdUtQjzfzQD6pXjiqrcfT7rLN8CDUQ8NF9YaniKLOspWleCrAGTOrXDCTE+wnUZ+NTKfT/Ou//iuf+cxnuOSSS/j4xz8+pbqTdW9ytI5+snm0VvjlIk7KoLUml06RzsT74njjrPl3nc5+Oq1PtkVjujU6l3en0flB8aRr2GgcO9CbGzN4P7TN+9H3mQY1+t22bnl8pslCy4KDuHpxz/jG1ls2pp+jdUcfeq1buqC5vULzAzE/MAwGVU5YvrBNxw9M7Hta6xbK7Q+64tprbQdg9aKo/8vJd6xbKAcd26wfR5J2kn63/Vy+oD047ra9yaBUcHn2JQfHdXDcltCn2t1WogkHTCtWrMAYwx//8R9z//33c8YZZ7TVufDCC1mwYMFEmx6Xq666ive+972sX7+ec889lxtuuIFCodDITNQtRqUIdLaxJC9UilA5DOtVBDr6w/W0xkDiEjBHazQkmnwqBa7SBNYkr7cUjSnRUBjStT1MTu2LL1RpUGmw1eTZH50BQjAJey1qa7cxCcuZlAaVmjoNpUC5hMF2sDPHlHQiKAx5ov04BbsAgL12+ehMoDDrqRiPgBTWOujaB9oPXMoJ6dYnC9vy5fHJT36Sk08+mfe+971TqguTc29SjD4JTteW41XLI3ipLClPk041D2Ar1Whpq+fFf3Z8P9oT0Pq+Oia0+KGJDMOd+GBWNESjGw1bW2bYm40GnoVyQD7jJgaYg4UqnqvJpeOHoMVKgB8Y+vPxgV0QGtEQjQlpuMZrLDRq3avodJlnYsIB0xe+8AUuvfRSMplk1/YFCxbw4ouTn7b2Xe96F3v27OFv/uZv2LlzJ2eccQY/+9nP2jbbjkc0OHMa+2XqqVsDlSaoZY/ROloLGSQ9yVcaqxRBwsBVodA6WgdrVcL0oWhMkYbFq03VOLV/DakoWAlJnp3R6WjNddL0tvJAuR2W2+kp1oiyGxk8Jmtp3pEmmvmLvqxM7evHJyMB0xzCx8WiI1NwLH7g4IcurtPdxtpD5cUXX2TJkuYNw+94xzs46aSTePDBB6dUe3LuTarxtWBReOkc1hpsGOBojdviHVIlRGvV9nqdUFtsaBPLAwyEoJ3kNkRDNLrRMCrauzV2IOs6OnFgG7Xfvm+n8V6tCDuUi4ZoTFTDdfTo8ubW8ddUZcm77LLLJvqWSeVDH/rQhJfgCYIgCEeeerDkOQHKmdqkD2vWrIl9/dRTT+XUU0+dUm2YmnuTl8oSVA7NOkAQBEGYPOSxriAIgjDp+OFosOS5s3MJ6UxAO4eVm0kQBEGYBCRgEgRBECYVYxVB6EiwJAiCIMwJ5mXAFE5xtiZBEIT5jDUK1wklWBIEQRBmBIdoW9lgXgZMZd+ToEkQBGGKUNriORIsCYIgCDODMPCxiUm7xmdeLo52lE+x4tKTKuFqgyLyYeo3W8jX0jnXk5wlRaTjlgOYyBvlkNsQjUPUsOhadrz6vy768D2QuvmcTbWGAcvgpPgwTQ8WV0WfsTyRadMyFR72kx9h5lDUWXaoBXjKxxnzdxqoqU36MNuxWMKw+ZNgrcVYQ7kSYB2/pX6UajeMMZyulwMUy/EWBvXySjWkmmC3Khqi0Y1G3Sp+qFBtlA8WqomGqcZYStWQShCvYWppyg+MVDqWi4ZodKtRKlYxxlAujuC4LkqNzhe1fu8mMS8Dpqzno1SWkWqeXKqCgsjZWvVQVVEO+Pr1MAnncbzyKHVhZEicdClEY6o0LB7Rl7klGqQZvMgnyRoSVVQtGX+Sx9F45agp1oiSYoaUZ7EP0+i18W30WSuRl7Tic4iKTWNxiMLg0RuXmRTn57lNI7vtmO9ChUI7CqclVW5QG9C2vt5tuTEWYy1aqcQBiGiIRjfldQ80z9VYIhNUz9W4CRqlanT/SrvxGuOVB8aKhmhMqI3Q0TiuR7VSpFwYItfT3wiaEpprY14GTFa55NJQqGgK1RwpN8CiKKqF2Jozfcqp+f4kGKW6WqOVohomewulHE01NA2/p1ZEY6o0LDkKAHg1A1ufLDhZCMskTuM42cgjqZOprHIhjLEOjyqAk5lCDQ3aJaQEzM6n9ZGpcOTHU605kw/ZxRIwzSEq1iXEBauazGTDw1gKMR+I/OiiO7e1kRmoUgqlFCnXIe01uyuGocFxdNvrrXWSygNjqFRDPK/d40k0RGMiGsZGPkzZmmHoYFAll042GK0EhrSryWW8RI1KYBLLg9CIhmhMSMP6Lo7WZHK9+JUipcIQPX0LUEpjTXcPoOftKEUpyKYCtLJUfBdrZU+TIAiCIAiCIMxFHMejp3eAMAwYGTqI71cpFYa7eu+8DZhgNGhSykoSCEEQBEEQBEGYw7heFDQFgc/I0AGUkzybOpZ5HTAJgiAIgiAIgiB0Yl4HTNZCqRotx3O05OkSBEEQBEEQhLlK4PuMDB/AdT16+gawCfvrW5mXSR9gNFgyVpH2oqQPgiAIgiAIgiDMPcLQp1ws4jhuI+lDNt/b1XvnZcCkbECpAtYa8rW04r5xyNn95GyUwUvXAs7ENNa1hE9ep1TZYVSemCpbNKZIYzR1ta5lk1NUIRzunPI7HIn+TUrZbbpIKx6Ok1b8sDQUhIqQEUjw0JjpKCy6dm1StUyGfWqvZMmbQ5RVGodFOCpo8mFyxIepIxbb8Bqpf31Ya7HWUg1CtB+21B9N8RxHvazix39X1LV83xAmrLAQDdHoRqOeDbNUCUZ9mipBYvrnul9OEvWyJD+poHYcoiEa3WqUKgGhMVQrRTwvRTbfR5R02aB0d3uY5mXAVPI90g70pAq42hAYjbIKz46QsjXj2ub7Vhvjlo8pPOQ2ROMQNdqNaxWV5DfXOdzyyWijCw1NZVYb1+pa6n6vll48S0GMa+cQVgUoQhwCnDHp9bX4MI2LjfkgWCwmtIlGokmvj1delzLWYscxbhQN0ehUbonu435gGhp+YAjHMbhJMjEdr7wR+ImGaHTZRjU0hIGP1i6ZfB+WUduLpAfxrczLgCm0Hrm0wqosPhCiCJViUB9NVYsP0+zXmOM+TP7LURuzEIXB4SAABTsAwC67SmaY5hAV41K1Gax10WMiAL/2MEqIR6FwnFEfJlPzYdJKk0m7ZFu8RYplv6NfTsUPCcMOviY1T550ykn05BEN0ehGo+7D1JePzMgHC1X686lEv5wDI5WOnjzFsk8lMAz0pOOPIzSiIRoT0kjZFFprvHSWlNdcXv/eHY95OUrJeL4keRAEQZgirFH4YXfLHARBEARhqnFcD6UOPeyZlwGTBEuCIAhTh9KWIHTwAwmaBEEQhOnncFO7zcuASRAEQZg6tLK4TogfuhI0CYIgCLOeebmHSRAEQZhaPCdEK4sfym3mcDDh7NyvKAiCMJeQO5kgCIIwJXhulOjFD10CCZwmjF8tYc3stBAQBEGYS8zLO5jCEOXGs7XfFQoH11Zwa9nHHKNr6a7js505VqMtuAnlSoE2GhcTmypWNKZOQ2HQtZTV1HyYtKqCUUA1sQ2MBkKwCRnsrI38kWw1vlzpWnK8KdJQCmyIreV2nI1En716yvfo2niUJUveHMLgoTC1H0vKjf4tSxKIcbCj33/W4leK+JUiXipLaExbhlBLlEkvKXOoMVHO0cTyWlppE1qChKyeoiEa3WjYWl7msf5NnbycovZtYp3ARFn3Estrr4uGaHSrEYRRynvLqG9Yg6SBZwvzMmDStoo75sOurMZaj17zMj2mls55PMuQybAUEY0p01AN/6W6M1MX2/1m4HG0Y7GMzGIfJnBVBYB8Lb24EkPTOUVRZ9nKUjwV4NQ8t9IeVN3D3XI7t6kPVIEoWCoXcVNZlNZUfYOKMWQ01lLpYAYJjFvuh6bj8xfREI1xNWz0PG+45KNV9DkvlDt/r/uBYTBIePhYY7DQuVw0RKNbjVLJb8RFfktAleB408a8DJiMShHobCPKDJUiVA7DehWBrj311pHNYpjwlMXRGg34CeVKgas0gU2eNRGNqdFQGNI1/yWnNtMUqjSodDRzkzT7ozNA2NkjCQdMgp+M0qBSU6ehFCiXMNgezULNQhSGPEMAFOwCAPba5TLDNIeoGI+AFNY6TT5MSlemsVczHwVoraiWazNLmRyulyIMqqQ8TTrVPENXqYZopfC8+M+O7xuMtW3vq2NCix8aPEejE3xIREM0utGozzD1ZiN/m0I5IJ9xE/1yBgtVPFeTS8cPQYuVAD8w9Nd8nVoJQiMaojEhDdd41GJ5vJb3O10ufpiXAVM0OHMaJqkWhUURqDSBik6J1jWj1KQn+UpjlSJIGLgqFFrraBpQxUcBojFVGhavNlXj1P41pKJgJSR5dkanI0NYlfAkXNVMZZOCIfQUa2hQLgaPw0+QOT1EM3/Rl5Wpff34ZCRgmkP4uFg0tva/UWbn3+yRQ9VmlgqkMnncVBZrwmjBuNZtRqNVQrRWiQakobbY0CaWB0SzDNpJbkM0RKMbDaOi5VRjB7KuoxMHtlH7KrHc1YqwQ7loiMZENVwn2tahANU6/koaj7W20VUtQRAEQRCmjEp5BEKXVDaPl841lucJgiAI04881hUEQRCEaSYMqjheilQmN91dEQRBEFqQgEkQBEEQZgBh4BMGCfsbBUEQhGlDAiZBEARBmGayPQvQjktpZFCCJkEQhBmGBEyCIAiCMM0oNNmePrTjUi4MEoYSNAmCIMwU5mXSB23LONZQzySoiHyY+s0W8rV0zvUkZ0nbbsctBzCQP5w2ROMQNSy6YY4a/euiD98DqRvro6nWMGAZnMU+TBZXRZ+xPAcAWKbCxOsqzD6KOssOFuApH2fM32lllqbCP1JYLMYoUtk+KsVBKoUhvEwOrKFcCbCO31I/SrUbJhg51j9TxXJ84FUvr1RDqgmmPKIhGt1oWKL7+FCh2igfLFTROj77mDGWUjWkEiSb4wIcGIm3IqiXi4ZodKtRKlYxNvo79YPmv/0wFOPaRKxysbiND7ZFY5XGVz1UVZQDvn49khIVjVcepS6MDISTLoVoTJWGxSP6MrdEvloGL/JJsoZEFVULoZMGduOVo6ZYI0qKGVKexT5Mo9fGt9FnrURe0orPISo2jcUhCoOjG1doNKVA0oqPh1JRyttMrp9ycRC/NIKXzqEdhdOSKrfuZt/6erflxliMtWilEgcgoiEa3ZTXPS09V2OJzEM9V+MmaJRqprdpN15jvPLAWNEQjQm1EY75e9UtacQTmmtjfgZMuBiVwdSNa1EYFEW1EFtzpk85Nd+fBKNUV2u0UlQTLIIVipSjqYamxYtkFNGYKg1LjgIAXs3A1icLThbCMonTOE428kjqZCqrXAhL8eVocDJTqKFBu4SUgM5u1zOVyFQ4MhOukgdgyC6WgGkOUbEuIS5YhbXRrEklSIFK+twIUPeji+7cVinSuX4qhYOY0CflOqS9ZnfFMDQ4jm57vbVOUnlgDJVqiOe1ezyJhmhMRMPYyIcpWzMMHQyq5NLJBqOVwJB2NbmMl6hRCUxieRAa0RCNCWlY30Wr6LFz68MA1WXEJKMUQRAEYUqoB0tKGVJOdbq7M6tQSpHK9bSbLAqCIAhHHAmYBEEQhEnH2NFgKe363ZqpC2NQaBw3+YmsIAiCcGSQgEkQBEGYVKyFauBJsDQpyMkTBEGYbubnHiZJyTWPsSSnlhhb51DK7Zh/p0IjaleN2Uw/21CztN/CxDBWS7AkCIIgzBnmZcBU8l16JGiaV7hUsaRQVFEJ6VQNKRQ+ivi0lvVQRSeWO1OqYWuJ8FNqCKXi3y8IMwNLygkkWBIEQRBmBGEYog8j6pmXARMWShXIpSq1G7rG4JCz+8nZaGOyro13E9NY1x6Ue51SZYdReWKqbNGYIo3R1NW6kU1OR5nnbEjS7IwT1jal24QMdmac8inXUBBqNBUUs9/UMlXLZNin9kqWvDlEWaXx9CJcHTT5MDlqdmZ2PFJEPky2/kv0j7VYa6kGIdoPW+qPpniOo15W8RMe3tS0fN8Q6vgvVtEQjW406mnFS5Vg1KepEiSmf6775SRRL0vykwpqxyEaotGtRqkSEIYBtlLC85r3hdqkgWUL8zJgyrlFQpuiWE3Rkyqi0Cir8OwIKVszrm2+b7UxbvmYwkNuQzQOUWPUuLaJcVfBjTNrM175EdIIrMNc2NdQURkAMrXASZgbWBWgCXEIcMZ8DmM/k0ITccvFLRYT2kQj0aTXxyuvSxlrseMYN4qGaHQqt9QNQU1Dww8M4TjpmpNMTMcrbwR+oiEaXbZRDQ1aO/iVIiXHIZ3Jjbbd5YqzeRkw4aTIpRWFSoqhqkfKDQmVYlAfTVWLD9Ps1xj1YRplqj2SjoRGzYfJfzlqY5azyx493V0QpoCKcQlIY62LHhMB+LWHUUI8CoXj1HyYbDRAUEqhlSaTdsm2eIsUy35Hv5yKHxKGHXxNap486ZST6MkjGqLRjUbdh6kvH5mRDxaq9OdTiX45B0YqHT15imWfSmAY6EnHH0doREM0JqSRsilc1wWVw68UcbUmk4u8IBOaa2N+BkyAoy3ZVECp6lL2HTxHnn7OHRTFmilqHQ14uPgd0g6kcDC4BKRiy100GkU1YfnYVGtoQKM5YFcQSuYSQRAEQRCErkmls+B5lEojAKSzWUqFka7eOys2DmzevJn3ve99HHvssWSzWdatW8e1115LtXp4Roj1oMlaRWBmxakQukY1/dT3yET/qin5mWqNersWPSd+BGG2M1X3JkEQBGFqyOTyZLM9lEojHNy/BxN2t2JnVswwPfvssxhj+OpXv8pxxx3Hk08+yZVXXkmhUODzn//8YbXtaIvWhrmwJ0QQBEE4ckzlvUkQBEGYGtLZbGOWyfG6C4VmRcB0ySWXcMkllzR+X7t2LRs2bOCmm2467JtSxdeEocZ1ZImTIAiC0D1TeW8SBEEQJh9rDSNDB1FK4bopSsViV++bFQFTHIODgyxcuLBjnUqlQqUymnVsaGioudzXVAMHzw1J2P8oCIIgCF0z3r1pvPuSIAiCMDXUg6UwDOjpHcD1vKbv407MyoBp48aN3HjjjeM+wbvuuuv41Kc+1fa6wlDxoRpo0q6P6xgC4+DaCm4t+5hjdC3ddYKfjtVoC25CuVKgjcbFxKaKFQ3RmKiGgij9PWX0uPnLBWF6MHgoTO1n7N/p3P+b7ebelHRfAjv6vTH6H1gsoTFtGUItUSa9pMyhxkQ5RxPLa2mlTWgJEtLUiIZodKNR97EZ69/Uycspat8m1glMlHUvsbz2umiIRrcaQWiw1lIpjqCw5PsW4Lgu1lq8VHxmvlaUtdOXbuvqq6/mc5/7XMc6zzzzDCeddFLj923btvGGN7yBCy64gH/6p3/q+N64J3mrV6/mM3/zIRyvl4xbIetWCIzGNx7nHvUkPamklNGCMP1YoBwETOPHVhA6UvSzPLrzDDwd4OhRK4GRYsDH//ZrDA4O0tfXN409HJ+pvDcl3pc+9wVy+d6muiYMCIMKx77yAtK53tamBGFmYKMHhpm0i1ayH1yYeZQKQzx1388Igiq53gEcdzT1eGFomL/++EfHvTdN6wzTxz72MS6//PKOddauXdv47+3bt3PhhRdy/vnn87WvfW3c9tPpNOl0e+RYDrIM5MB1HXxyhEoRKodhvYpARzNMno5sFsOEpyyO1mjATyhXClylCWzybINoiMZENBSgtGLQLxN267QmCEeYivHwbRprnRYfpu6WPcwEpvLelHRfUoCuGzJai6kNQpVSpDxNOtXsi1Ophmil8Lz49eS+bzDWtr2vjgktfmjwHI124ge5oiEa3WjUZ5h6s9EgtFAOyGfcRL+cwUIVz9Xk0vFD0GIlwA8M/fl4+40gNKIhGhPScI0HWDK5XjIt379O/MelvY3uqk0NS5YsYcmSJV3V3bZtGxdeeCFnn302N998M/owNh2l3JC052JsdJYsCosiUGkCFZ0SrWtGqSph+k9prFIENtmMVWsdTQOq+MGtaIjGRDQUCkcpfCCcB8ubhNmJj0toHZS1LY5ks+fJ8/TcmxT1h/MWVVuWp6LPvdZtRqNVQrRWiQakobbY0CaWBxgIQTvJbYiGaHSjYVS0nGrsQNZ1dOLANmpfJZa7WhF2KBcN0ZiohutoHDeF43io1lnQLmdFZ8Uepm3btnHBBRewZs0aPv/5z7Nnz55G2fLlyyfcXsqNH/AKgiAIk4GlGnhoVUXruRvcT/a9SRAEQZgaDne56KwImG6//XY2btzIxo0bWbVqVVOZ7OUQBEGYWTjKYpWhEqRIu3M3aJJ7kyAIwvxgViTTvvzyy7HWxv4IgiAIMwwFKSdA1YImY2bPcryJcCTuTTYho6YgCIJw5JgVAZMgCIIwu1AK0q7fCJpCOzeDpqnEhD5h4E93NwRBEOY9EjAJgiAIU8LYoKkaxGc/EuIJQ59Kabh9g7IgCIJwxJkVe5gmG23LONZQzySo0Fjr0W+2kDfl6LXaKoikhRXjlgMYyB9OG6IhGq2E4CofM0f3hAizn6LOsoMFeMrHUQYUpD2oqnl5u+kaiyWsGYuGoU+lMIRSDkq7lCsB1vFb6kepdsMEI8f6N0SxHD9DVS+vVEOqxCdCEg3R6EYjyucIQ4Vqo3ywUB1Nk9+CMZZSNaQSJJvjAhwYibciqJeLhmh0q1EqViOrBsAPmv/269+74zEv72BWuVjcxgfborFK46seqip6Clq/Hkl2N+OVK6Knq9YmD35FQzQmrKGgZKsY2b8nzFAqNo3FqaW+r924FKTd6rT2azagFISBT7UwhHYcUuk8JvTRjsJpSZVbd7Nvfb3bcmMsxlq0UokDENEQjW7K63v2PFdjAT8weK7GTdAoVaMBa9qN1xivPDBWNERjQm2EY/5eW7PlJTTXxvwMmHAxKtMYdIYoDIqiWohV0QlPOTW/nASDUVdrtFJUw2RPnpSjqYYGmzB8Fg3RmIhG5MeiGKZEKAGTMEOpWJcQF6xqSn5giP+bFyIUCmsCKsUhtOuSyvaBNSijSLkOaa/ZXTEMDY6j215vrZNUHhhDpRriee0eT6IhGhPRMDbyYcrWDEMHgyq5dLLBaCUwpF1NLuMlalQCk1gehEY0RGNCGtZ30Sp6sN36MEB1GTHNy4BJEARBEGYSJqxSGqmgHZdMvg9rFfJcRBAEYWYgSR8EQRAEYZopl0bQ2iHb04dScmsWBEGYSci3siAIgiAIgiAIQgISMAmCIAjCNJPJ9mBMSGlkSMxqBUEQZhgSMAmCIAjCNKOdFNmefkwYUC4MNSXMEARBEKaXeZn0QRGgbZnRvBgag0PO7idno9S3upakLDH9c+0BoNcpxXQYlSemmBYN0ZioRgi9VDFKBlPCzKSs0jgswlFB5MNUQxNMY69mPhaL0i7pXB+VwhCV4iCpdB5rLdUgRPthS/3RFM9x1MsqfnxWz7qvie8bwgRfN9EQjW406sF9qRKM+jRVgsT0z3W/nCTqZUl+UkHtOERDNLrVKFWChg9Tq8eYTRqQtTA/AyYboNCNgMmgUVbh2RFStmZcWzt/Sadx3PIxhYfchmiIRisWssrHJNcQhGnFqgBFiEOAU0slbi1UgtQ092zmYy1oxyOVrwVNpWFcL40JbaKRaNLr45XXv0GMtdhxjBtFQzQ6lVvqhqCjdyY/MITjpGtOMjEdr7wR+ImGaHTZRnXM32urj2WX8dL8DJiMyhCqXJMPU6gUg/poqlp8mERjZmrUfZj2+yXCbj/hgnCEqRiXgDTWumhra8GSR2DFuLYTCoXjRAMBrVOQ76NSOIg1AZm0S7bFW6RY9jv65VT8kDDs4GtS8+RJp5xETx7REI1uNOo+TH356KHIYKFKfz6V6JdzYKTS0ZOnWPapBIaBnnT8cYRGNERjQhopm2r4MHlu8992/Xt3PGQPkyAIgjAl1IMlazUpVwKmieA4Hulsr+xlEgRBmAFIwCQIgiBMOmODpbRbxZF9dxNGOx6OG/9EVhAEQThyzMsleYIgCMIUYqFqXCAKlnTCBnNhfMTEVhAEYfqRb2JBEARhUgmtaswsSbAkCIIgzHbm5QxTNYjfzCgIgiBMBoqU60uwNAGMCQiDKPW6tVGqZmtCjAmpFEfa6lcqAdpRGDf+flYNQkxoUWH8bT40hqpvsL7GSUgAIBqi0Y2GrSV9KKgKAKWSj2u8xM35pWKV0NFYP76fpUpANTSkbHxmzSA0oiEaE9IoFoYJwgBHaYKg+f0m6M7yYt4GTBUfUm6UiUxF+YlwbQXXRifOMbW04wmO647VaAtuQrlSoI3GxZC0Z1c0RGMiGgqi9PeU0ZJWXJihGDwcFeKoENX0dyp/s50ojRzEhtGAc/RUWay1vPDkb1E6GsBaazGBjwUc10Op+AxP1lrCwEcBOq6erXk/UUsdldAGKNolLGEQYI1BOx46YQCDhTAMsCZEOy7aaR+EJ2vUy6OG4o7ThCEmDFDawXHcxOMwocGEPkprHNeltWInjfpxJJ0ruR6jKGsIwwClHFzPjY4lhiAMMaGPVhrX82g9YFPLrukkpI+2WIwBrWnTsNYQBD7Wgut66ITA0JionlJRvdalr5006oTGRvf9tnNhCXwfY6Pr4cac57pG4AdYG+I4bvQ33LVG7Tg6nKswDOR61N5drVYolwoopSm39KFUKsW218q8DJgybomq34u2IVm3grIaaz16zcv0mNqJ65wqfvzybhAN0ZhguTXgqQArT+6FGUpRZ9mqluKpAEeNpsf3lRjXdkaNDgRq/1gUWIPSHnrsYEppqqURrDGksr1tg1drLX5pGGNCUtkeHGfyE0conaJaGsavlhI1/GqJoFrGTWdxU9lJ74N2ahqVEqSzeDEaYejjV0to7eClcslB0eEg1wOIBqrGlvArRVA5vHS7hgl9qpUiWrt4uSzE7NEbb6+IAhJikKhMacrFYYwxpHM97YNva6iWSxgTkMn1omLOVSeNOp3KHe0SFEcIgiI614uO0QgqJfxqCS+dw0m4HuP1odO5chwPU5HrAeB6CoojWBtilGoK3GzSE4rWNrqqNcfwXIXrQdHPEZLCdQyhchjWqwh0dFP3tMYQTWHH4WiNBvyEcqXAVZrAJs82iIZoTERDAUorBv2y+DAJM5aK8QhIYa2DHvNB8G1lGns1C1AKNfbJZ+1JPlrhem7TgMv1ogCqWhgiqBbJ5PsagxBrDeXCEFhLpmcBnpdgGGwtJmqepOkEY2zjeycOxxmgXBwkqBRx8/1NGf2q5SKhXyGV7SGdyR2yhjWRq51OKHddl4p28CtFHMcllck1ysLAJ6gUcVyPTK4/ceZlPI3xztW8vx61z7nnatJpj6Lj4JcLeJ5LJptvVAsCn0KhiOOmyPf2J868hMZirMVLul7WEhiLq1VCAJxCOy7lwhBhpUS+r7/pehSGBgFLrneATDre92d8DfBDg1YqcebF8zwKw4P45SL5vgW4Y65HuVQg9Mukc73kcvlD1hjvXKVTcj0AQkdRdNzGrLTWHlpHIVDi576FeRkwWTRpD4w1VAKP0IZoDYFKE6j6CawZjKqER/5KY5UisMkmplprgtBgE9LpioZoTERDoXCUwgdCWd4kzFB8XCwaW/vfKFPwZH+OUT9DrWdNxSyRchyPdL6PSnGIcmGIbE8fAOXCECYMSOf70I6XvLQKFQ10VfLyq3oHksqVVqRz/VRLQ5QLg2R7okF6tVzELxdIZfLRTMZhaFgF2A7lKLx0NHPklwsoBalMjjDwKRcG0Y5LKtuH0h2WmXWhMd65mt/XI1p8Wx/IpjI5HK2iJVAoMrk8ge9TGD6I47qkc71opRMHvqr2zL/zbGC0LDCpjut65Hv6KRYGKQwP0tO3AIDC8CChCcj39KMc97A0VP0noVwrTa6nj0pxmMLwQXp6B3A9j3KxQLlUIJPrwUllD0ujm3Ml14PG+xzXJQwDAt/H9RTacQhkD9P4pL1o0FrxHVxHBqCCIAjC7MFxPbI9/ZRGBikNDwJgTEi2px+l3cSZ7slEKUW2p4/SyBClkUEc1yP0q6Syebx0DnOEZsNTmRxKQbVUIAx8wsBHOy7Znj6MOTLBulyPUTLZPApFqTRCEPgEQRXHcenpW0AQHpk+OK5HT+8AI8MHGB48AETXo6d3AFV7eDnVKKXp6VvAyNBBRoYP4LopfL9CNttDOpvDDydjrf/4yPWIUErjeSl8v0rgV1GBTtxT3sq8Tyue9gyOY+R5vSAIgjDrcFyPTL4PEwaYMCCT7zviZrdK6WhGxVpCv4rjpZqWxh0pUpkcjpci9KtgLdme0aVxRwq5HqNkcnk8L43vV7DW0tO34IhfD9fzyPcuaCRAyPcuqCU2OHLUgyZrLb5fwfPSZHL58d84ycj1iFBaN5bG2i6DJZCAidAojJn3p0EQBEGYhUQbpouN36vl4oQGAZOFXyk3/rs+w3OkadUd26cjhVyPUQI/msmoU+kyG9lkYq2hPCYtf7k4Mi3XY+yxB0GVwJfrAdN3PcJw4kmI5nWkEBpFqeqilMXVR/6CCYIgCMKhYq2lNBLtkcn2LiDbuwATBpRGhmrpoY8M1XKRaqlAKpsnv2AR2nEpjQwe0UF6GPiURqI9S/kFi0hl81RLhabgZaqR6zFKEPiMDB/AcVwWLFxCNttDqTRCuVg4Yn2w1jAydJAwDOjtW0hv30LCMGBk6OARHaSXiwVKpRGy2R4WLFyC47iMDB8gkOsxLdcj8KuYMEQ7Dl4qPslEHPM2YKoHS1pZMl4o+5EFQRCEWYO1lnJhMBqc1zb31/fQmDCgXBg8IoN0vzI6OI/2EUXLwaKsWIOE4dQPCsNwNMFDfRleKpNrBE1+ZeqDJrkeo4SBT2HoYGOPjFKaTC7fGKRXjkAQa62hODJIGAaNZAuuF+2hCcOA4sjgERmkV8rFRrCUyeUby/Mcx6UwdPCIBLFyPUYJA78RLLlequbN1t2SwPmZ9CGsUqzkcFWVnlSR0GowHv1mC3kTTWPXk5glfb2NWw5gIH84bYiGaLQSgqt8jPgwCTOUos6ygwV4yscZkw0yEB+mcYkbT1sbpfW1YzZmW2upFAcxYUg63wfKJayXK5dUro9KYYhKcRBy/R0zT42XBMBaRttuwa8U8ctFvEwOx8uOqadIZfuoFAepFIYg39fRe6iTRp2k8jD0qRSG0I5DKltP8BDVdbwsrrH4tQGhl+68j2e8PiSdK7keEUEYmY/WZ/rSud5aQoEo66uTyuAZQ7UUzWqkE/ZV1Vv2g/iMtI3y0MQ+644G59FMX66nH6v0aFtKk8n1URwZpDgyBAn73MbTqNcJrcUk9LMyZqbPSWWajied66VYS8wB/U0pxyeiMd65kusREYYGE4ZYa2pG1x7WjH4+umFeBkzFIEdPCnKpKla5WKujC6h6qKpoI1g9LXvSd9d45XUrBWuTB7+iIRoT1lBQstUjkk1GEA6Fik1jcGqp70cDJjMpzs9znLi84kSf+/oYu3VwHjfQcl0P8qOD9Ew+ZpBe+55SY3VbqH/NxI3vo1TV0eA8LqGAUopMrp9ycZBqYYh0QvKDThrjlYeBT7UWLGVy/bHeQfW+1YOmuL6O14dO50quxyjRTNpQtCyytx8dM/DN1nyAqqUCGkhn25MfhDURndAJCxhr0Uq1nSprDaVaKvdsT3+s75X2Uo1shuXCELme/rZBeieNbvpZKRUawVI25hhRDvnefgrDUR/yPf2x12O8c9GpPEqtL9cDoFIpR8GS0oecZGJeBkwoyKbBEK1dDFEYFEW1EFtzpk85Nb+cBINRV2u0UlTDZE+elKOphqbFi2QU0RCNiWgoIkO2YUqNLwZBmGlUrItvPEA1+ZGF07Cxd7bRiJdGJ0lQKhoAaK0aJqjWjA7Okw1do0F6tThEpTjUljHO2siEtJM/URjaSL9Fo1ouElSiwbmXziX2wapRX6CoD+2DwiSNOsZYrG0vDwOfSnEI7UY+S9rRicdRn1kKKkW0Vm0BRZJG4zgSzpVcj3rD0UxGtTiE67ik8r24jpM4k5bO5NBApVJEa92eMS40GGtxOhilmtDitJiYRntkhjAmJFcbnCe1kSKF6umnXByiVBhqyxiXpNF0LoIwMkpt0SgXC1QqRTLZfDTbl9AHbaMU8NXCMMXCYGOpWjcaDRLOVeD7FAuDcj2Irke1UkKpaPld6/s7Wj+NYV7uYcp6QdcnSBAEQZgoimp4ZHxn5gvWmtGEAj39HZdU1XGc0T00UeKBww9axyYU6CZVtVKKTL5vUhMPjE3wkMn3jWN2GTF2T9NkJIKQ6zFK3STYcVzyfe2zA3Gks/lJTTwwNqFAT+9AV/tS6r5Ak5l4YGyCh7jZmlaU0uT7+kcTQUxC9rzAH03wINcjuh6ZbBbtOIfV1rwMmCRYEgRBmDq0MlirqQSeBE2TQFP2tYSlO0mMTTxwuIP0iQ7O64xNPHC4g/SxwdJEfZYmK2hqC5bm+/WoJdzodnBeZ2zigcMZpLcOziey5Gps4oHDHaSPDZYm4rM0NhHE4QZNY4OlifoszeXrkbQ/ayLMy4BJEARBmDqUgpTrS9A0CVhrKReHD2lwXmcyBumHOjivMxmD9MMJluocbtB0OMFSnbl4PaKZvolfj8MdpB/O4LzOZAzSDzVYqjMZQdPhBEt15HokIwGTIAiCMOloZUm7VQmaDgNra5mdTHjIg/M6hzNIP9zBeZ3DGaRPRrBU51CDpskIlurMqetxiMFSnUMdpE/G4LzO4QzSJ2twfjhB02QES3XkesQjAZMgCIIwJWg9GjRVw/bsSEIyxlpMEKViT+d6D2twXqfZF6g7M9XJGpzXaRukd+ELFIaTFyzVmWjQFPksTU6wVEeuxyhNvkCl8Qfp1hoKQ4OTMjivM3aQXhjqzheoUprcwXlr0NRNEBsGkxcs1ZHrEdOfSW1tlqAI0LY8JjWhxuCQs/vJ2Wr0Si1JWWL659p18zqlmA6j8sQU06IhGhPVCKGXKkbJ43phZlJWaRwW4agg8mFywFE+lZJsHh2P+qfaGosJqoBFaRelnVh/Hms7eQNF/7aWK+2SHuMLlJSOG5p9fdxUtq2tJI3WA7LGRpn/RntBOtdHuTDqC5TkQxMEoz5L6Vwf1qrmwCJRo6UrMeeqfkz1lOMqyYfGRKnDbS11uNKuXI+x16PWcDhGNzQWlXAntNRSQIfNA2AvncUYQ7lUwAA6IWmCqc30WROS7+lHaYewpa0kjUb/aier9X1KO+Ty/RRGBglHhtAJ6bhh1Gcpk83jpbNtbSVpjO0jxJ+rbL7uTTRItqefFPEPnKp+ldLIIK4bzfRFCXhH9TppjK0z16/H2L/N1gcT3a5+mJ8Bkw1Q6EbAZNAoq/DsCClbM66tf7EktjFO+ZjCQ25DNESjFQtZ5WOSawjCtGJVgCLEIcCp3bgdDVk3Ph2/MAZbn1mqBUuOi0JFKaeTxsDjfBXElWvHI1XzBSoXB0nHmKmOHZx76VxHnXH70Pi/sUQprjuZqY41pU3n+qF2LrrXGL+f9ZTjSea2rT5L2um8vHQ+Xw9rRw01jLXj2oHG+Ql6mRwGEs1Ux5qgZnv6UY7b0ZdwPM/CuHJV25NVGhmkMDxILmYWbawprZfJHVIfOp+rKJth3dxWxaWAb9lDZlHtwUBHjfH7OVeuR9Pvhzh8mpcBk1EZQjV6QkMUoVIM6qOpavFhEo2ZqVH3Ydrvl5qelgjCTKJiXALSWOuix9ykjCpPY69mB5bRYEm7XjQosAZHK7TT4kPUpV+O48SXa51q+AJVS82+QGN9fVKZZF+f8TTqMy460VtIQW2QXm3xBQprvj71wbnrJnnAjKcx/rmqzyy1+jTZMU/O0/k+PC91yBpz+nrYaAzq1vxv/NDgOTox3bs/jrdQfSbDrxRxx/gCRXtkhqG2py+TTh+yRljzFvLc+FTT0bH012b+hpuWupWLBfxKsWFKe6ga1tpxzpUDPX2UC0OUi0NNS90C36dcHMJ1o2AilbAEbnyN+XE99JhZt9YZXPFhEgRBEIRZgrWG0B8NlrQ6PM+QbnAcj0y+OfHA2D0yrbMtU0HkC9TflHig+cl5+2zLVOClm/c0jU3wkMl357N0uMj1GCWdyTUlHhibUCDft2BS9pCNh+N65PsWNCUemOxU1eOhlCbX0+zTNDbBQ65nYqncDxW5HvN0hkkQBEEQZhI2DMBzIyd67RzyspGJUk88UBoZpHBwH0AjoUAYHplOKKXI9vRRGhmiNHwQAO16ZHvqe5aOSDcaM0vVUiFagqQU2Z5+tOMl7wuaZOR6jFKfySiVRiiVRlBK1UxQXfyEvTCTjVszUx0ZPsDB/XsAGgkF/ODILDOuJ4IYGTrI8ND+0X71LcCY9j05U8V8vx6zboapUqlwxhlnoJTi0Ucfne7uCIIgCMKkoJRG66mfWWrFcb2mJ8ReOnPE+6CUbsr6lsrkjsiT81bGHnvreTlSyPUYJZ3NNv7bdVOTkn1torieh+uOJl0Y26cjhVKaTK6n8Xsm1yPXI6ZPU6p7RFQmkb/6q79i5cqVPPbYY9PdFUEQBEE4LOpPhyuVSvRCqYSuD5ZtlN5FuUMo1Twwqe+TVAlbuccrr9dQgO9X8CtFHDeFCX0qu3eSyuZrpZOjwThtWBNQKY2gaksRS+WdpLM9KO1OmsZ4xwGWaqmAMQHa8QhLRcqVKp6XnjSNuXk9an/Dtb1TYQiOQ+LmkDC0aNW+l6TRmrEYGyWLKRVGMGGA47mUikUqlQpeKj15Ggn7vbC2oeFXK1TKRVzPI/QDdle2k833EBomTWO847AmpFQYRjnR9Sjv3E423xtl0Jwkjbl8PWwQUCqVQCl0Sx9LpVJNovNM3awKmG677TZ+8YtfcOutt3LbbbdNd3cEQRAE4bAYHh4G4Atf+MI090QQBGH+Mjw8TH9/f2L5rAmYdu3axZVXXskPfvADcrnuNnZVKpXRp3bA0NAQAApDlBtv9GmMwsG1FVwbGQU6ppZ2PMEoy7EabcFNKFcKtNG4mMT1vqIhGhPRUBClv6eMlrTiwgzF4KEwtZ+xf6fyNxvHypUr2bp1K729vZO6mX5oaIjVq1ezdetW+vr6Jq3d6WIuHc9cOhaYW8czl44F5tbxTNWxWGsZHh5m5cqVHevNioDJWsvll1/OBz7wAdavX8/mzZu7et91113Hpz71qbbXta3ijknrrKzGWo9e8zI9JpqaY7z9a5Oxv000RGOC5daApwKslsGnMDMp6ixbWYqnAhw1ugm3YMS4Ng6tNatWrZqy9vv6+mb9QGksc+l45tKxwNw6nrl0LDC3jmcqjqXTzFKdaQ2Yrr76aj73uc91rPPMM8/wi1/8guHhYa655poJtX/NNddw1VVXNX6vR6dGpQh0trFeMVSKUDkM61UEOpph8nSUtT1M8MtxtEYDfkK5UuAqTWCTZxtEQzQmoqGI1uYO+mXxYRJmLBXjEZDCWqfhw+QHLuUjlFFKEARBECabaQ2YPvaxj3H55Zd3rLN27VruvPNO7r33XtLpdFPZ+vXrefe73803v/nN2Pem0+m29wBYNOCMbm5EYVEEKk2golOidc1gVCU88lcaqxSBTTYx1VoThAar4ge3oiEaE9FQKByl8IFQljcJMxQfF4vG1v7nBw5+6OI61enumiAIgiAcEtMaMC1ZsoQlS5aMW++LX/win/nMZxq/b9++nYsvvphbbrmF8847byq7KAiCIBwi9WDJcwKUE0x3d+YV6XSaa6+9Nvah4WxkLh3PXDoWmFvHM5eOBebW8Uz3sSh7pByvJpHNmzdz7LHH8sgjj3DGGWd0/b6hoSH6+/v5u09/hJ58DlNfkmcUgVGcvPoA2VT0ZD/l1GYCEpZOuVqjlaIaJs82pBxNNTRjUpY2IxqiMRENhcLRiv3FkizJE2YsFd9l6+5lGAOhcfCcAM8NKRXLfPJTNzI4ODhn1tILgiAI84NZZ1wrCIIgzGyMVQThaLAkCIIgCLOZWZElr5VjjjlmXIOpToSSrUkQBGHKsEbhOqEES4IgCMKcYF7OMJV9T4ImQRCEKUJpi+dIsCQIgiDMDWblDNPh4iifYsWlJ1XC1QZF5MPUb7aQN2UA6knMkuaxxi0HMJA/nDZEQzRaCcFVPkZ8mIQZSlFn2aEW4CkfZ0w2yEBJ0gdBEARhdjIvA6as56NUlpFqnlyqggKs0viqh6pKAaBrE1BJe+vHK1dEvjzWJg9+RUM0JqyhoGSrjYQlgjDTqNg0FqeW+n40YDKT4vwsCIIgCEeeeRkwWeWSS0OhoilUc6TcAIuiqBZilWTJE42ZqVHPkjdMiVACJmGGUrEuIS5Y1bTXNLQSME0nP/3pT/n0pz/N448/TiaT4Q1veAM/+MEPprtbh0WlUuG8887jsccem3DW3JnA5s2b+W//7b9x5513snPnTlauXMl73vMePvGJT5BKpaa7e13x5S9/meuvv56dO3dy+umnc+ONN3LuuedOd7cmzHXXXcf3vvc9nn32WbLZLOeffz6f+9znOPHEE6e7a4fN3/3d33HNNdfwkY98hBtuuGG6u3NIbNu2jY9//OPcYEl3fwAAGhNJREFUdtttFItFjjvuOG6++WbWr19/xPowL/cwQfSkPpsK0MpS8V2slT1NgiAIwtzj1ltv5bLLLuOKK67gscce4ze/+Q1/8id/Mt3dOmz+6q/+ipUrV053Nw6ZZ599FmMMX/3qV3nqqaf4whe+wFe+8hX++q//erq71hW33HILV111Fddeey0PP/wwp59+OhdffDG7d++e7q5NmLvvvpsPfvCD3Hfffdx+++34vs+b3vQmCoXCdHftsHjggQf46le/yitf+crp7sohc+DAAV7zmtfgeR633XYbTz/9NP/wD//AwMDAEe3HvJxhqlMPmgoVV5JACIIgCHOOIAj4yEc+wvXXX8/73ve+xuunnHLKNPbq8Lntttv4xS9+wa233sptt9023d05JC655BIuueSSxu9r165lw4YN3HTTTXz+85+fxp51xz/+4z9y5ZVXcsUVVwDwla98hZ/+9Kd84xvf4Oqrr57m3k2Mn/3sZ02///M//zNLly7loYce4vWvf/009erwGBkZ4d3vfjdf//rX+cxnPjPd3TlkPve5z7F69WpuvvnmxmvHHnvsEe/HvJ1hEgRBEIS5zsMPP8y2bdvQWnPmmWeyYsUK3vzmN/Pkk09Od9cOmV27dnHllVfyrW99i1wuN93dmVQGBwdZuHDhdHdjXKrVKg899BAXXXRR4zWtNRdddBH33nvvNPZschgcHASYFdciiQ9+8IO89a1vbbpGs5Ef/ehHrF+/nksvvZSlS5dy5pln8vWvf/2I92NeB0zWQqkaLcdzJOuYIAiCMMfYtGkTAH/7t3/LJz/5SX7yk58wMDDABRdcwP79+6e5dxPHWsvll1/OBz7wgSO6f+FIsHHjRm688Ube//73T3dXxmXv3r2EYciyZcuaXl+2bBk7d+6cpl5NDsYYPvrRj/Ka17yG0047bbq7c0h85zvf4eGHH+a6666b7q4cNps2beKmm27i+OOP5+c//zl//ud/zl/8xV/wzW9+84j2Y94GTPVgyVhF2gtQSgImQRAEYXZw9dVXo5Tq+FPfIwPwiU98gne84x2cffbZ3HzzzSil+O53vzvNRzFKt8dz4403Mjw8zDXXXDPdXU6k22MZy7Zt27jkkku49NJLufLKK6ep5wJEMzNPPvkk3/nOd6a7K4fE1q1b+chHPsK3v/1tMpnMdHfnsDHGcNZZZ/HZz36WM888kz/7sz/jyiuv5Ctf+coR7ce83MOkbECpAtYa8rW04r5xyNn95GwVAF1LUpaY/rmW8MnrlGI6jMoTU0yLhmhMVCOEXqoYCfCFGUpZpXFYhKOCJh8mR3yYJpWPfexjXH755R3rrF27lh07dgDNe5bS6TRr165ly5YtU9nFCdHt8dx5553ce++9pNPpprL169fz7ne/+4g/dY6j22Ops337di688ELOP/98vva1r01x7yaHxYsX4zgOu3btanp9165dLF++fJp6dfh86EMf4ic/+Qn33HMPq1atmu7uHBIPPfQQu3fv5qyzzmq8FoYh99xzD1/60peoVCo4jjONPZwYK1asaNtzefLJJ3Prrbce0X7My4Cp5HukHehJFXC1ITAaZRWeHSFla8a1tfFoosHoeOVjCg+5DdEQjVYsZJWPSa4hCNOKVQGKEIcAZ4z3khYfpkllyZIlLFmyZNx6Z599Nul0mg0bNvDa174WAN/32bx5M2vWrJnqbnZNt8fzxS9+sWkD+/bt27n44ou55ZZbOO+886ayi13T7bFANLN04YUXNmb+tJ4dC39SqRRnn302d9xxB29/+9uBaCbgjjvu4EMf+tD0du4QsNby4Q9/mO9///vcdddd05JUYLJ44xvfyBNPPNH02hVXXMFJJ53Exz/+8VkVLAG85jWvYcOGDU2vPffcc0f8+2teBkyh9cilFVZl8YEQRagUg/poqlp8mERjZmrUfZj2+yXCpCkqQZhmKsalajNY66LH+DD5tYdRwpGlr6+PD3zgA1x77bWsXr2aNWvWcP311wNw6aWXTnPvJs7RRx/d9HtPTw8A69atm3UzAtu2beOCCy5gzZo1fP7zn2fPnj2NstkwS3PVVVfx3ve+l/Xr13Puuedyww03UCgUGlnzZhMf/OAH+dd//Vd++MMf0tvb29iH1d/fTzabnebeTYze3t62vVf5fJ5FixbNyj1Zf/mXf8n555/PZz/7Wd75zndy//3387Wvfe2Iz8bOy4Ap4/k42k1cFiUIgiAcOtYofOuQ1rIMbyZw/fXX47oul112GaVSifPOO48777zziPuYCM3cfvvtbNy4kY0bN7YFe3YWmJO/613vYs+ePfzN3/wNO3fu5IwzzuBnP/tZWyKI2cBNN90EwAUXXND0+s033zzu8kphajnnnHP4/ve/zzXXXMOnP/1pjj32WG644Qbe/e53H9F+KDsbPpWTxNDQEP39/fzdpz9CTz6HqR16aBSBUZy8+gDZlMwwicbM1GjMMBVlhkmYuVR8l5d2LScINCk3wHOjv+VSscwnP3Ujg4OD9PX1TXMvBUEQBKF7ZsdiWUEQBGHWoJXFdUL80MUPZtd6eUEQBEFoZV4uyRMEQRCmFs8J0crih3KbEQRBEGY3cicTBEEQpoT6cjw/dAkkcBIEQRBmKfPyDqYwRLnxbO13hcLBtRVcG21SdoyupYmO32viWI224CaUKwXaaFwMSbvEREM0JqKhIEp/TxktacWFGYrBQ2FqP5aUG/1bDmVpniAIgjA7mZcBk7ZV3DGb7pXVWOvRa16mx5SiF8ezDJkMSxHREI0JllsDngqwWgImYWZS1Fm2shRPBTgqmmFKe1B11TT3TBAEQRAOjXkZMBmVItDZRtrOUClC5TCsVxHU0uB6OrJZDBOymTlaowE/oVwpcJUmsMmzDaIhGhPRUIDSikG/LFnyhBlLxXgEpLDWafJhUroyjb0SBEEQhENnXgZMFg04jdTPFoVFEag0gYpOida19M8q4ZG/0lilCGxyimmtNUFosCp+cCsaojERDYXCUapmtiwBkzAz8XGxaGztf6PIDJMgCIIwO5G04oIgCIIgCIIgCAlIwCQIgiAIgiAIgpCABEyCIAiCIAiCIAgJSMAkCIIgCIIgdM2ePXtYvnw5n/3sZxuv/fa3vyWVSnHHHXdMY88EYWqYl0kfBEEQBEEQhENjyZIlfOMb3+Dtb387b3rTmzjxxBO57LLL+NCHPsQb3/jG6e6eIEw68zJg0raMYw11G0VF5MPUb7aQN+XotVoSs6RcZOOWAxjIH04boiEarYTgKh8jPkzCDKWos+xgAZ7yccZkg6wkZJcUBGF28pa3vIUrr7ySd7/73axfv558Ps9111033d0ShClhXgZMVrlY3Mag1KKxSuOrHqoqBYCuZcBNsrsZr1wR+fJYmzz4FQ3RmLCGgpKtYpKMngRhmqnYNBanlvo+CphCoykFklZcEOYan//85znttNP47ne/y0MPPUQ6nZ7uLgnClDA/AyZcjMo0Bp0hCoOiqBZia870Kafml5NgMOpqjVaKapjsyZNyNNXQtHiRjCIaojERDYXC0YphSoQSMAkzlIp1CXHBKqy1GKOoBClQpenumiAIk8wLL7zA9u3bMcawefNmXvGKV0x3lwRhSpiXAZMgCIIw9dSDJaUMKac63d0RBGESqVarvOc97+Fd73oXJ554Iv/lv/wXnnjiCZYuXTrdXROESUey5AmCIAiTjrGjwVLa9VGyIk8Q5hSf+MQnGBwc5Itf/CIf//jHOeGEE/jTP/3T6e6WIEwJEjAJgiAIk4q1UA08CZYEYY5y1113ccMNN/Ctb32Lvr4+tNZ861vf4le/+hU33XTTdHdPECadebkkT7Z/CIIgTB3GagmWBGEOc8EFF+D7ftNrxxxzDIODg9PUI0GYWublDFPJdyVoEgRBmDIsKSeQYEkQBEGYE8zLGSYslCqQS1VqN3SNwSFn95Oz0cZkXUtSlpj+uZbkzOuUYjqMyhNTTIuGaExUI4ReqhglEb8wMymrNJ5ehKuDJh8mRwXT2CtBEARBOHTmZcCUc4uENkWxmqInVUShUVbh2RFStmZcWxuPJhqMjlc+pvCQ2xAN0WjFQlb5mOQagjCtWBWgCXEIcBgNmDTxqfQFQRAEYaYzLwOmUKXJeopSNcXBikfKCQmtYldwLJnaFICnHay1BDbBL0dplFL4JtmTx9Ma3yR78oiGaExEQ6FwlOJgtUyYNEUlCNNMNXCp2jSh8dBj1j5XTHkaeyUIgiAIh868DJgKlRRGR/uYjNVUAweFZeP2BVhAK4tT292VNPBV0XxCYjmARnWcCai3EYQKCzi6ZqRrohLXsZOmMd5xhCZKA6yVRStLaDQWcLVFKyZFY9zjsBDUjt3RBmNVo09yPUavR5gQbE029c8HWBxlMSisUSgd9enIdAJCqwCFri3vGtsnjtAeGWPHHDu2qU9Hap/ObLkexip83yVo6VPZb29OEARBEGYD8zJgAlDYaKBjLQaNReGHipQbknKjIMGSnFFPKYsieS8KRIHXeOVRgAZl36HqR1GB1pa0F6I1k6Yx3nE4GqqBwg+c2uuQ9gIcHfVvMjS6OQ6loOK7BGHUD0+uR+316Hq4DqjQYI9E1hIFxhqqgUdYk3OdEE/Hz7BNVR+0hWro4tf+JrQ2RzyhgKPAtw7BmOuRcv0jF6jArLkeCo3feCAgM6GCIAjC7GdeBkwKGjd3xwEbWiwKpSDjRU+MtVJYbIeBbTQboDoMXLUav9wSBQMZQkrV6HJkvBDXsZOq0c1xZDzbCFRcx5By7aRrjHccjobQGIIwClbkejRfD6XAWHtkAiaIZlOMITTR9Ui505P5LKVCKn69D2Fj9u/I9iEgNNH1cLTBdY78npxZcT1s7bPS1i8JngRBEITZybxMKz6WwKgoWCJ6sl+qHvmU46FRlH0XrS1aW8q+S2iO7CjI2ujYlYoG50GoGwOiI0nF1wShxnWiQEmux/ReDz9wCI3G0dH1qATeEb8exiiqgddYnlgNPMw0XI9K4KFUFCyFRjdm/44kcj0EQRAE4cgzrwOmwCisjYIlrSGdCjFWHdFBemgiPa0suVRALhWglaVUPXKD9Prg3FhFNhWQTYWk3JBq4BzRQXrFj/aTpdyQbCokmwrkekzj9fADBz908ZyAtOeTdqtYq4/oIN0YRSVIRSaoXpW0V0UpQyVIHbFBej1YslaTdqukPR/PCfBD94gGTXI9BEEQBGF6mFdL8urLmMqVSmPjcn2zsgWcWhangp+iVLJkPR+VuEehPjjoNFJRHctDoyn5HlpVyXpVyvWtCBYqfopSSZH1fBzdaelPZ43x+mmtouR70eDcq1IdswHHBC6DJZeyG5JyO+3YHu9cjH+uqoFHJXBIuyWMDSjV5YyS61HDBC4HSy6u4+PqqfW08UOXILS4ThnlBATVWh9siWqQoqwsaac6pUkXjFVUgxRKFUk71dGkAbZEJUxRtoqUW53afUQWKmEKaw0pt0olGNUKQpdy6OI6AZ4j16N+PaKZeouiOSlHpRx1+kgtJxUEQRCEyULZeXT3evnll1m9evV0d0MQBGHesnXrVlatWjXd3RAEQRCErplXAZMxhu3bt9Pb24uapJ3SQ0NDrF69mq1bt9LX1zcpbU4nc+l45tKxwNw6nrl0LDC3jmeqjsVay/DwMCtXrkTreb0aXBAEQZhlzKsleVrrKXuy2dfXN+sHSmOZS8czl44F5tbxzKVjgbl1PFNxLP39/ZPaniAIgiAcCeQxnyAIgiAIgiAIQgISMAmCIAiCIAiCICQgAdNhkk6nufbaa0mn09PdlUlhLh3PXDoWmFvHM5eOBebW8cylYxEEQRCEyWBeJX0QBEEQBEEQBEGYCDLDJAiCIAiCIAiCkIAETIIgCIIgCIIgCAlIwCQIgiAIgiAIgpCABEyCIAiCIAiCIAgJSMA0Bfz0pz/lvPPOI5vNMjAwwNvf/vbp7tJhUalUOOOMM1BK8eijj053dw6JzZs38773vY9jjz2WbDbLunXruPbaa6lWq9Pdta748pe/zDHHHEMmk+G8887j/vvvn+4uHRLXXXcd55xzDr29vSxdupS3v/3tbNiwYbq7NSn83d/9HUopPvrRj053Vw6Zbdu28Z73vIdFixaRzWZ5xStewYMPPjjd3RIEQRCEaUUCpknm1ltv5bLLLuOKK67gscce4ze/+Q1/8id/Mt3dOiz+6q/+ipUrV053Nw6LZ599FmMMX/3qV3nqqaf4whe+wFe+8hX++q//erq7Ni633HILV111Fddeey0PP/wwp59+OhdffDG7d++e7q5NmLvvvpsPfvCD3Hfffdx+++34vs+b3vQmCoXCdHftsHjggQf46le/yitf+crp7sohc+DAAV7zmtfgeR633XYbTz/9NP/wD//AwMDAdHdNEARBEKYVSSs+iQRBwDHHHMOnPvUp3ve+9013dyaF2267jauuuopbb72VU089lUceeYQzzjhjurs1KVx//fXcdNNNbNq0abq70pHzzjuPc845hy996UsAGGNYvXo1H/7wh7n66qunuXeHx549e1i6dCl33303r3/966e7O4fEyMgIZ511Fv/jf/wPPvOZz3DGGWdwww03THe3JszVV1/Nb37zG371q19Nd1cEQRAEYUYhM0yTyMMPP8y2bdvQWnPmmWeyYsUK3vzmN/Pkk09Od9cOiV27dnHllVfyrW99i1wuN93dmXQGBwdZuHDhdHejI9VqlYceeoiLLrqo8ZrWmosuuoh77713Gns2OQwODgLM+OvQiQ9+8IO89a1vbbpGs5Ef/ehHrF+/nksvvZSlS5dy5pln8vWvf326uyUIgiAI044ETJNIfabib//2b/nkJz/JT37yEwYGBrjgggvYv3//NPduYlhrufzyy/nABz7A+vXrp7s7k87GjRu58cYbef/73z/dXenI3r17CcOQZcuWNb2+bNkydu7cOU29mhyMMXz0ox/lNa95Daeddtp0d+eQ+M53vsPDDz/MddddN91dOWw2bdrETTfdxPHHH8/Pf/5z/vzP/5y/+Iu/4Jvf/OZ0d00QBEEQphUJmLrg6quvRinV8ae+RwbgE5/4BO94xzs4++yzufnmm1FK8d3vfneajyKi22O58cYbGR4e5pprrpnuLnek2+MZy7Zt27jkkku49NJLufLKK6ep58IHP/hBnnzySb7zne9Md1cOia1bt/KRj3yEb3/722QymenuzmFjjOGss87is5/9LGeeeSZ/9md/xpVXXslXvvKV6e6aIAiCIEwr7nR3YDbwsY99jMsvv7xjnbVr17Jjxw4ATjnllMbr6XSatWvXsmXLlqnsYtd0eyx33nkn9957L+l0uqls/fr1vPvd754xT527PZ4627dv58ILL+T888/na1/72hT37vBZvHgxjuOwa9euptd37drF8uXLp6lXh8+HPvQ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\n" ], "text/plain": [ "\n", "\u001b[?25h" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sim_data = web.run(sim, task_name=\"L3_opt\")\n" ] }, { "cell_type": "markdown", "id": "27256e0e", "metadata": {}, "source": [ "### Analyze data\n", "\n", "First, we can examine the raw time series data and we can also compute the spectrum corresponding to it." ] }, { "cell_type": "code", "execution_count": 10, "id": "f8604b88", "metadata": { "execution": { "iopub.execute_input": "2023-02-03T03:34:29.100061Z", "iopub.status.busy": "2023-02-03T03:34:29.099832Z", "iopub.status.idle": "2023-02-03T03:34:29.982511Z", "shell.execute_reply": "2023-02-03T03:34:29.981712Z" } }, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Spectrum')" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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JHxkP1UBWqptJAHDlypUC5f777z9YWVlJrQFsbGygUChe2GKiXr16OHbsGLKzs4sc9K60n62qVasW+L4Ccr+z6tatW6p9EhkDJoMGLjs7GyNGjICrqyuWLl2K2NhYtG/fHhMnTix0yOW8tNlnsHv37nBwcMDq1avVksHVq1fDysoKvXv3lpY9fPgQDx8+hLu7uzRK11tvvYWvv/4a3377LT7++GMAuT8mwsLC4OXlVeqRROvVqwcgt0mT6kerQqEosqmJITAxMcHgwYOxadMmXLx4ES1atND4rqe2+pk1a9YMjRs3xrfffov33ntPupO5evVqCIKAt956SyqbnJyMe/fuwcXFRboB0adPH0ycOBGrVq3CihUrAOTe9QwNDUXNmjXRsWNHjeLMr3bt2pDL5Th48KBak7RVq1aVan+69vfff2PatGn49NNPS9yEju8lGbPg4GBcuHABmzdvhqurK3799Vf4+/vj7NmzaNCgATIzMwuM0mhpaYnbt2/j5s2bqFOnjn4CJ61Q3UDOn3jt2rULQG7fXpWoqCicOnUKbdu2BZB7o3rHjh3w9/eXvq/69euHTZs2FTo66YMHD6SksV+/fvjjjz+wYsWKAqNyq1o3qD53hSV2xalXrx4OHTqErKwsqaXUzp07cevWLSaDVKExGTRwc+fORUxMDCIiImBjY4OWLVti+vTpmDZtGt566y21xCw/bfcZnDNnDoKCgtC/f3/4+fnh0KFD2LBhAz7//HM4ODhIZVesWIFZs2ap1TZ6eXmhf//+mDp1Ku7fv4/69etj3bp1uHHjBr7//vtSx9WsWTO89NJLmDp1KhITE+Hg4IDNmzcjJyenrC+5RGbOnFngNRcnMDAQy5Ytw/79+/Hll19qfBxtvZ8AsGDBArzxxhvo0aMHBg0ahHPnzmHFihUYPXq02jQDv/76K0aOHKlWQ1WrVi1MmDABCxYsQHZ2Ntq3b4/t27fj0KFD2LhxY7FTnhTHzs4O/fv3x/LlyyEIAurVq4edO3dK/UXKS3h4eIHXXJjBgwejRo0aaNCgATZs2KC27tVXX4WTk1OR2/K9JGMVFxeHsLAwxMXFSc2IP/74Y+zevRthYWH44osv4Ofnh4kTJ2LEiBHo1q0brl69ioULFwLIrTViMmjcPvzwQ6Snp6Nv375o3LgxsrKycPToUWzZsgV16tTByJEjpbLNmzeHn5+f2tQSQO48gCrz58/H/v374eXlhTFjxqBp06ZITEzEqVOn8Pfff0vTZAUGBmL9+vUICQnB8ePH0aVLF6SlpeHvv//GBx98gD59+sDS0hJNmzbFli1b0LBhQzg4OKB58+YvnAJj9OjR+Pnnn+Hv748BAwbg2rVr2LBhg3TTmaiiYjJowE6dOoUvvvgCwcHB6Natm7R8ypQp2LFjB8aMGYPz588XOumrLnzwwQcwNTXFwoUL8dtvv8HNzQ2LFy/G+PHjNdp+/fr1+Oyzz/DDDz/g8ePHaNmyJXbu3ImXX365THFt3LgR7733HubPnw97e3uMGjUK3bp1w6uvvlqm/ZZEamoqBEGAs7OzRuU9PT3RrFkzXLx4UZrwtry99tpr2LZtG2bNmoUPP/wQNWrUwP/+9z+N50KaP38+qlatim+++Qbh4eFSQjRkyJAyxbV8+XJkZ2cjNDQU5ubmGDBgABYsWPDCC7k2qeYOfFFTTtWod4X1c9m/f3+xyaA28b2k8nT27FkoFAo0bNhQbXlmZqY0QMaYMWNw7do1vPbaa8jOzoatrS3Gjx+PmTNnatQ/mgzb119/ja1bt2LXrl349ttvkZWVBXd3d3zwwQeYNm2a2u+Srl27wtvbG7NmzUJcXByaNm2K8PBwtRYxTk5OOH78OGbPno1t27Zh1apVqFatGpo1a6Z2w1Qul2PXrl34/PPPsWnTJvzyyy+oVq0aOnfujBYtWkjl1qxZgw8//BATJ05EVlYWZsyY8cLvHT8/PyxcuBCLFi3ChAkT0K5dO+zcuRMfffSR9k4ckQESRPZoJSNQp04deHt7Y/ny5bC0tESVKlXKPYaMjAykpqbiq6++woIFC/DgwQNUr14dQO4E3bVr18bWrVs13l+bNm3g4OCAiIgIXYVssHx8fJCdnY0dO3bAzMxM40FXtCkrKwspKSnYvHkzPvzwQ5w4cULq7zJgwADcuHEDx48fL/e4jI2hv5dUdoIgqI0mumXLFgwdOhTnz58vUHNsbW2tdlNMoVAgPj4eNWrUQEREBHr16oX79+8XGDmWKiZBEBAUFCQ1QSciw8OaQTIamzdvxubNm/V2YQkNDS3QRwHInVbgzJkzWLduncb7OnnyJGJiYhAeHq7FCI3L0aNHUaNGDfTu3Rs7d+4s9+Pv2rULffv2LbBcFEVERkYWaPZJRTPU95J0o02bNtLo0l26dCm2rFwuR82aNQEAP/74I7y9vZkIEhEZECaDZBQ2btwoTX5d2sFmyqpfv35qzUxUA3DY2toWOk9bYc6dO4fo6GgsXLgQLi4uGDhwoE5iNXQLFy6U5onT1w/DTp06qQ3iohrwQBAE9msrAUN+L6n0UlNTcfXqVel5bGwsYmJi4ODggIYNG2Lo0KEIDAzEwoUL0aZNGzx48AARERFo2bIlevfujYcPH+Lnn3+Gj48PMjIyEBYWhq1bt+LAgQN6fFVERJQfm4kSlaOZM2di9uzZaNSoEUJDQ9G1a1d9h0REVEBkZKRaX3WV4cOHIzw8HNnZ2Zg7dy7Wr1+PO3fuoHr16njppZcwa9YstGjRAg8fPsTrr7+Os2fPQhRFeHt74/PPP4eXl5ceXg3pC5uJEhk+JoNERERERESVEIf0IiIiIiIiqoSYDBIREREREVVCHEBGT5RKJe7evQsbGxsIgqDvcIiIKg1RFPHkyRO4urpyzrt8eG0iItIPfV2bmAzqyd27d/U2KiYREQG3bt1CrVq19B2GQeG1iYhIv8r72sRkUE9sbGwA5L7h+pikmYioskpJSYGbm5v0PUzP8dpERKQf+ro2MRnUE1XzG1tbW15wiYj0gM0gC+K1iYhIv8r72sTOEkRERERERJUQk0EiIiIiIqJKiMkgERERERFRJcRkkIiIiIiIqBJiMkhERERERFQJMRkkIiIiIiKqhJgMVgBX76eizpQ/UGfKH+jy1b5Cy9xLforvDl7HgyeZBdZlZCvwMLXg8vxlRFHUSrxERERExiz8SCyCNp1CjkKp71CIyoTzDBqhtMwcNJuxBwCw88POeG35YWndrcSnqDPlD3RrVAP7Lz8osO3nuy4CACb7N8JXuy+XT8BEWiaXCTCRCTCV597PylEqYSKTwcJUDmtzOWTP5uiRywTIZbl/ywQB5qYyWJrKYSKXQRRFiCJgKs/dj0zILWtuKoO5iQwKZe56uUyAuYkMcpkMchkgkwkwk8sgCAJEUYQAwMwk99gqJjIh9xh5npvJZTCRCxBFQBAAE5nsWWwiAAGmcgFmJjKo7rmoysiE3DmH5DJA/uy5ah+550EmlZcJuWVUZELu65Y9OwfCs3OimsJIgPBsm9wFophbXpDlls3db24ZAc/nPRIEqO1DEID8syKp5kkS1Ja9+L3l3H9EZAy+OxSLO0lP8f7L9dCilp2+wyEqNSaDRujviwnS33kTwbwKSwTzYiJIxkyhFKFQisjMyXtHVonUzBw8TNVbWFTObszvre8QiKiSynpWI5itZM0gGTc2EzVCSenZ+g6BiIiIqNJSKHObcbALDRk7JoNERERERCWgSgbZZZCMHZNBIiIiIqISeJ4MsmaQjBuTQSIiIiKiElAlgUo2EyUjx2SQiIiIiKgEWDNIFQWTQSIiIiKiElA8qxFUsGaQjByTQSIiIiIiDYmiyNFEqcJgMkhEREREpKG8TUM5migZOyaDREREREQayts0lH0GydgxGSQiIiIi0lDeBJCjiZKxYzJohARB3xEQERERVU7qzUSZDJJxYzJIRERERKQh1gxSRcJkkIiIiIhIQ0wGqSJhMkhEREREpCGOJkoVidEkg/PmzUP79u1hY2MDR0dHBAQE4PLly2plMjIyEBQUhGrVqsHa2hr9+vVDQkKCWpm4uDj07t0bVlZWcHR0xKRJk5CTk6NWJjIyEm3btoW5uTnq16+P8PDwAvGsXLkSderUgYWFBby8vHD8+HGtv2YiIiIiMix5RxNVss8gGTmjSQYPHDiAoKAg/PPPP9i7dy+ys7PRo0cPpKWlSWUmTpyI33//HVu3bsWBAwdw9+5dvPnmm9J6hUKB3r17IysrC0ePHsW6desQHh6O6dOnS2ViY2PRu3dvdOvWDTExMZgwYQJGjx6NPXv2SGW2bNmCkJAQzJgxA6dOnUKrVq3g5+eH+/fvl8/JICKiCk2TG6D5hYeHQxAEtYeFhUU5RUxUeeQo8tQMspkoGTmjSQZ3796NESNGoFmzZmjVqhXCw8MRFxeH6OhoAEBycjK+//57LFq0CN27d4enpyfCwsJw9OhR/PPPPwCAv/76CxcuXMCGDRvQunVr9OzZE3PmzMHKlSuRlZUFAAgNDYWHhwcWLlyIJk2aIDg4GG+99RYWL14sxbJo0SKMGTMGI0eORNOmTREaGgorKyusXbu2/E8MERFVOJrcAC2Mra0t7t27Jz1u3rxZThETVR5KzjNIFYjRJIP5JScnAwAcHBwAANHR0cjOzoavr69UpnHjxnB3d0dUVBQAICoqCi1atICTk5NUxs/PDykpKTh//rxUJu8+VGVU+8jKykJ0dLRaGZlMBl9fX6lMYTIzM5GSkqL2ICIiKsyLboAWRRAEODs7S4+81zsi0o4cDiBDFYhRJoNKpRITJkxAp06d0Lx5cwBAfHw8zMzMYG9vr1bWyckJ8fHxUpn8F0bV8xeVSUlJwdOnT/Hw4UMoFIpCy6j2UZh58+bBzs5Oeri5uZX8hRMRUaWU/wZoUVJTU1G7dm24ubmhT58+0o3OovBGJVHJ5e0nyD6DZOyMMhkMCgrCuXPnsHnzZn2HorGpU6ciOTlZety6dUvfIRERkREo7AZoYRo1aoS1a9dix44d2LBhA5RKJTp27Ijbt28XuQ1vVBKVXN6aQQVzQTJyRpcMBgcHY+fOndi/fz9q1aolLXd2dkZWVhaSkpLUyickJMDZ2Vkqk390UdXzF5WxtbWFpaUlqlevDrlcXmgZ1T4KY25uDltbW7VHaQml3pKIiIyNpjdAvb29ERgYiNatW6Nr167Ytm0batSogW+++abIbXijkqjkFKwZpArEaJJBURQRHByMX3/9Ffv27YOHh4faek9PT5iamiIiIkJadvnyZcTFxcHb2xtA7oXy7NmzaqN+7t27F7a2tmjatKlUJu8+VGVU+zAzM4Onp6daGaVSiYiICKkMERGRNhR1A1QTpqamaNOmDa5evVpkGW3eqCSqLNTmGWSfQTJyRpMMBgUFYcOGDdi0aRNsbGwQHx+P+Ph4PH36FABgZ2eHUaNGISQkBPv370d0dDRGjhwJb29vvPTSSwCAHj16oGnTpnj77bdx5swZ7NmzB9OmTUNQUBDMzc0BAO+//z6uX7+OyZMn49KlS1i1ahV++uknTJw4UYolJCQE3333HdatW4eLFy9i7NixSEtLw8iRI8v/xBARUYXzohugmlAoFDh79ixcXFx0ECFR5aXWTJQ1g2TkTPQdgKZWr14NAPDx8VFbHhYWhhEjRgAAFi9eDJlMhn79+iEzMxN+fn5YtWqVVFYul2Pnzp0YO3YsvL29UaVKFQwfPhyzZ8+Wynh4eOCPP/7AxIkTsXTpUtSqVQtr1qyBn5+fVGbgwIF48OABpk+fjvj4eLRu3Rq7d+/mqG1ERKQVQUFB2LRpE3bs2CHdAAVyb3xaWloCAAIDA1GzZk3MmzcPADB79my89NJLqF+/PpKSkrBgwQLcvHkTo0eP1tvrIKqIlJx0nioQo0kGRQ2q4S0sLLBy5UqsXLmyyDK1a9fGrl27it2Pj48PTp8+XWyZ4OBgBAcHvzAmIiKiktLkBmhcXBxksucNfB4/fowxY8YgPj4eVatWhaenJ44ePSp1gyAi7cg76TxzQTJ2RpMMEhERVRaa3ACNjIxUe7548WIsXrxYRxERkYrapPPsM0hGzmj6DBIRERER6VsORxOlCoTJIBERERGRhpQcTZQqECaDREREREQaYs0gVSRMBo2RwGnniYiIiPRBwaklqAJhMkhEREREpKG8CSBzQTJ2TAaJiIiIiDSUt5+gkn0GycgxGSQiIiIi0pBCqczzN5NBMm5MBomIiIiINKRQ5vmbNYNk5JgMEhERERFpKG/NIEcTJWPHZJCIiIiISENqNYNMBsnIMRk0QpxYgoiIiEg/1GoGmQuSkWMyaIT4vUNERESkH2qTzrPPIBk5JoNERERERBripPNUkTAZJCIiIiLSkFoyyJpBMnJMBo0Q+wwSERER6YfapPOsGSQjx2SQiIiIiEhDCgWbiVLFYaLvAIiIiIzVb7/9VuJtXn31VVhaWuogGiIqD2o1g8wFycgxGSQiIiqlgICAEpUXBAFXrlxB3bp1dRMQEemcgqOJUgXCZqJERERlEB8fD6VSqdHDyspK3+ESURlxNFGqSJgMEhERldLw4cNL1ORz2LBhsLW11WFERKRrrBmkioTNRImIiEopLCysROVXr16to0iIqLywZpAqEtYMEhERERFpKIfJIFUgTAaJiIh0aNWqVZg9e7a+wyAiLcnbNJStRMnYMRkkIiLSoV9++QXh4eH6DoOItEStZpDZIBk59hk0QoKg7wiIiEhTERER+g6BiLRIyWaiVIGwZtAICWA2SERERKQPORxNlCoQ1gwaIRH84iEiMjTr168vdn1gYGA5RUJEusTRRKkiYTJIRESkBePHj1d7np2djfT0dJiZmcHKyqpEyeC8efOwbds2XLp0CZaWlujYsSO+/PJLNGrUqNjttm7dis8++ww3btxAgwYN8OWXX6JXr16lej1EVDgmg1SRsJkoERGRFjx+/FjtkZqaisuXL6Nz58748ccfS7SvAwcOICgoCP/88w/27t2L7Oxs9OjRA2lpaUVuc/ToUQwePBijRo3C6dOnERAQgICAAJw7d66sL42I8sibALKVKBk71gwSERHpSIMGDTB//nwMGzYMly5d0ni73bt3qz0PDw+Ho6MjoqOj8fLLLxe6zdKlS+Hv749JkyYBAObMmYO9e/dixYoVCA0NLf2LICI1Co4mShUIawaJiIh0yMTEBHfv3i3TPpKTkwEADg4ORZaJioqCr6+v2jI/Pz9ERUUVuU1mZiZSUlLUHkRUPLUBZNhMlIycUSWDBw8exOuvvw5XV1cIgoDt27errRdFEdOnT4eLiwssLS3h6+uLK1euqJVJTEzE0KFDYWtrC3t7e4waNQqpqalqZf7991906dIFFhYWcHNzw1dffVUglq1bt6Jx48awsLBAixYtsGvXLq2/XiIiMh6//fab2mPHjh0IDQ3FsGHD0KlTp1LvV6lUYsKECejUqROaN29eZLn4+Hg4OTmpLXNyckJ8fHyR28ybNw92dnbSw83NrdRxElUWeUcQZc0gGTujSgbT0tLQqlUrrFy5stD1X331FZYtW4bQ0FAcO3YMVapUgZ+fHzIyMqQyQ4cOxfnz57F3717s3LkTBw8exLvvviutT0lJQY8ePVC7dm1ER0djwYIFmDlzJr799lupDPtlEBFRfqprgerx5ptvYubMmWjZsiXWrl1b6v0GBQXh3Llz2Lx5sxajzTV16lQkJydLj1u3bmn9GEQVTQ4HkKEKxKj6DPbs2RM9e/YsdJ0oiliyZAmmTZuGPn36AMgd5tvJyQnbt2/HoEGDcPHiRezevRsnTpxAu3btAADLly9Hr1698PXXX8PV1RUbN25EVlYW1q5dCzMzMzRr1gwxMTFYtGiRlDSyXwYREeWnVCq1vs/g4GDpxmWtWrWKLevs7IyEhAS1ZQkJCXB2di5yG3Nzc5ibm2slVqLKQslmolSBGFXNYHFiY2MRHx+v1l/Czs4OXl5eUn+JqKgo2NvbS4kgAPj6+kImk+HYsWNSmZdffhlmZmZSGT8/P1y+fBmPHz+WyrBfBhER6YooiggODsavv/6Kffv2wcPD44XbeHt7IyIiQm3Z3r174e3traswiSqlnDw3fpgLkrGrMMmgqk9Ecf0l4uPj4ejoqLbexMQEDg4OamUK20feY+i7X4YAodTbEhFR+dqxY8cLJ6TPLygoCBs2bMCmTZtgY2OD+Ph4xMfH4+nTp1KZwMBATJ06VXo+fvx47N69GwsXLsSlS5cwc+ZMnDx5EsHBwVp7LUQE5G0EwD6DZOwqTDJo6Ngvg4iocvrkk08wcuTIEm2zevVqJCcnw8fHBy4uLtJjy5YtUpm4uDjcu3dPet6xY0ds2rQJ3377LVq1aoWff/4Z27dvL3bQGSIqObWaQVYNkpEzqj6DxVH1iUhISICLi4u0PCEhAa1bt5bK3L9/X227nJwcJCYmStsX1eci7zHYL4OIiDRVkvkFVUQNahsiIyMLLOvfvz/69+9f4uMRkeYUYt6/mQyScaswNYMeHh5wdnZW6y+RkpKCY8eOSf0lvL29kZSUhOjoaKnMvn37oFQq4eXlJZU5ePAgsrOzpTJ79+5Fo0aNULVqVakM+2UQERERVT6KPDWDHE2UjJ1R1Qympqbi6tWr0vPY2FjExMTAwcEB7u7umDBhAubOnYsGDRrAw8MDn332GVxdXREQEAAAaNKkCfz9/TFmzBiEhoYiOzsbwcHBGDRoEFxdXQEAQ4YMwaxZszBq1Ch88sknOHfuHJYuXYrFixdLxx0/fjy6du2KhQsXonfv3ti8eTNOnjypNv0EERFVTunp6YiLi0NWVpba8pYtW+opIiLSJkWePoNsJkrGzqiSwZMnT6Jbt27S85CQEADA8OHDER4ejsmTJyMtLQ3vvvsukpKS0LlzZ+zevRsWFhbSNhs3bkRwcDBeeeUVyGQy9OvXD8uWLZPW29nZ4a+//kJQUBA8PT1RvXp1TJ8+XW0uQlW/jGnTpuF///sfGjRowH4ZRESV3IMHDzBy5Ej8+eefha5XKBTlHBER6YKCo4lSBWJUyaCPj0+x/SgEQcDs2bMxe/bsIss4ODhg06ZNxR6nZcuWOHToULFl2C+DiIjymjBhApKSknDs2DH4+Pjg119/RUJCAubOnYuFCxfqOzwi0hK1SefZZ5CMnFElg0RERIZq37592LFjB9q1aweZTIbatWvj1Vdfha2tLebNm4fevXvrO0Qi0gJOOk8VSakGkDl06BCGDRsGb29v3LlzBwDwww8/4PDhw1oNjgoncJpBIiKDk5aWJs1lW7VqVTx48AAA0KJFC5w6dUqfoRGRFrFmkCqSEieDv/zyC/z8/GBpaYnTp08jMzMTAJCcnIwvvvhC6wESEREZg0aNGuHy5csAgFatWuGbb77BnTt3EBoaqjblEREZt7y1gaKo2VQwRIaqxMng3LlzERoaiu+++w6mpqbS8k6dOvHOJxERVVrjx4+XJoGfMWMG/vzzT7i7u2PZsmW8WUpUgeTkaxrK6SXImJW4z+Dly5fx8ssvF1huZ2eHpKQkbcRERERkdIYNGyb97enpiZs3b+LSpUtwd3dH9erV9RgZEWmTMl9NIHNBMmYlrhl0dnZWm+tP5fDhw6hbt65WgiIiIjJ2VlZWaNu2LRNBogomf81g/uSQyJiUOBkcM2YMxo8fj2PHjkEQBNy9excbN27Exx9/jLFjx+oiRiIiIoMUEhKCtLQ0jctPnToViYmJOoyIiHQtf7NQNhMlY1biZHDKlCkYMmQIXnnlFaSmpuLll1/G6NGj8d577+HDDz/URYxEREQGaenSpUhPT9e4/MqVK9mlgsjIFUgGWTNIRqzEfQYFQcCnn36KSZMm4erVq0hNTUXTpk1hbW2ti/iIiIgMliiKaNiwIQQN5/wpSS0iERmm/Mkg5xokY1bqSefNzMzQtGlTbcZCRERkVMLCwkq8jZOTkw4iIaLywmaiVJGUOBns1q1bsXdA9+3bV6aAiIiIjMXw4cP1HQIRlbP8zUKZC5IxK3Ey2Lp1a7Xn2dnZiImJwblz53hRJCIiIqIKS6kUkb+LIEcTJWNW4mRw8eLFhS6fOXMmUlNTyxwQvZhmPVOIiIiISJsKGyyGzUTJmJV4NNGiDBs2DGvXrtXW7oiIiIiIDEphiR+TQTJmWksGo6KiYGFhoa3dEREREREZlLwTzstluW212EyUjFmJm4m++eabas9FUcS9e/dw8uRJfPbZZ1oLjIiIiIjIkOStBTSVC1AoRdYMklErcTJoZ2en9lwmk6FRo0aYPXs2evToobXAiIiIDF3+G6TF2bZtmw4jIaLyoJ4MypCRreRoomTUSpwMlmZOJSIioooo7w1SURTx66+/ws7ODu3atQMAREdHIykpqURJIxEZrvzJIMBmomTcSj3pPBERUWWX9wbpJ598ggEDBiA0NBRyuRwAoFAo8MEHH8DW1lZfIRKRFqmSQROZANmzebfZTJSMmUbJYNWqVYudaD6vxMTEMgVERERkjNauXYvDhw9LiSAAyOVyhISEoGPHjliwYIEeoyMibVBNLSGTCXhWMchkkIyaRsngkiVLdBwGERGRccvJycGlS5fQqFEjteWXLl2CUqnUU1REpE0KxfOaQbnA0UTJ+GmUDA4fPlzXcRARERm1kSNHYtSoUbh27Ro6dOgAADh27Bjmz5+PkSNH6jk6ItIGVc2gXBAgk7GZKBm/MvUZzMjIQFZWltoy9ovQPQ1b7BIRUTn6+uuv4ezsjIULF+LevXsAABcXF0yaNAkfffSRnqMjIm1QPKvll8uf9xlkzSAZsxJPOp+Wlobg4GA4OjqiSpUqqFq1qtqDiIioMpLJZJg8eTLu3LmDpKQkJCUl4c6dO5g8ebJaP0JNHDx4EK+//jpcXV0hCAK2b99ebPnIyEgIglDgER8fX4ZXRET5KZ61+JYLQp5J5/UYEFEZlTgZnDx5Mvbt24fVq1fD3Nwca9aswaxZs+Dq6or169frIkYiIiKjYmtrW6aWMmlpaWjVqhVWrlxZou0uX76Me/fuSQ9HR8dSx0BEBeWoagZlAp7lgmwmSkatxM1Ef//9d6xfvx4+Pj4YOXIkunTpgvr166N27drYuHEjhg4dqos4iYiIDE6bNm00Hm371KlTGu+3Z8+e6NmzZ4njcXR0hL29fYm3IyLNqMaCksvy1AwyGSQjVuJkMDExEXXr1gWQe+dTNZVE586dMXbsWO1GR0REZMACAgL0HYKa1q1bIzMzE82bN8fMmTPRqVOnYstnZmYiMzNTep6SkqLrEImMmnrN4LMBZNhnkIxYiZPBunXrIjY2Fu7u7mjcuDF++ukndOjQAb///jvvRhIRUaUyY8YMfYcAIHegmtDQULRr1w6ZmZlYs2YNfHx8cOzYMbRt27bI7ebNm4dZs2aVY6RExk01WEzemkE2EyVjVuI+gyNHjsSZM2cAAFOmTMHKlSthYWGBiRMnYtKkSVoPkIiIyFgkJSVhzZo1mDp1qtRy5tSpU7hz545Oj9uoUSO899578PT0RMeOHbF27Vp07NgRixcvLna7qVOnIjk5WXrcunVLp3ESGbscxfNkkKOJUkVQ4prBiRMnSn/7+vri0qVLiI6ORv369dGyZUutBkdERGQs/v33X/j6+sLOzg43btzAmDFj4ODggG3btiEuLq7cB1nr0KEDDh8+XGwZc3NzmJubl1NERMZP1STURPZ8nkFVP0IiY1TimsH8dw1r166NN998k4kgERFVaiEhIRgxYgSuXLkCCwsLaXmvXr1w8ODBco8nJiYGLi4u5X5coopM1SRUJgiQq0YTZc0gGbESJ4N16tRB165d8d133+Hx48e6iMlorFy5EnXq1IGFhQW8vLxw/PhxfYdERER6cuLECbz33nsFltesWbPE8/2lpqYiJiYGMTExAIDY2FjExMQgLi4OQG7zzsDAQKn8kiVLsGPHDly9ehXnzp3DhAkTsG/fPgQFBZX+BRFRATnPkkETOUcTpYqhxMngyZMn0aFDB8yePRsuLi4ICAjAzz//rDYaWWWwZcsWhISEYMaMGTh16hRatWoFPz8/3L9/X+fHFqDZMOZERFR+zM3NCx2N87///kONGjVKtK+TJ0+iTZs2aNOmDYDcWsc2bdpg+vTpAIB79+5JiSEAZGVl4aOPPkKLFi3QtWtXnDlzBn///TdeeeWVMrwiIspPlfjJBY4mShVDiZPBNm3aYMGCBYiLi8Off/6JGjVq4N1334WTkxPeeecdXcRokBYtWoQxY8Zg5MiRaNq0KUJDQ2FlZYW1a9fqOzQiItKDN954A7Nnz0Z2djYAQBAExMXF4ZNPPkG/fv1KtC8fHx+IoljgER4eDgAIDw9HZGSkVH7y5Mm4evUqnj59ikePHmH//v3o1q2btl4aET2jqhnkaKJUUZQ4GVQRBAHdunXDd999h7///hseHh5Yt26dNmMzWFlZWYiOjoavr6+0TCaTwdfXF1FRUYVuk5mZiZSUFLUHERFVHAsXLkRqaiocHR3x9OlTdO3aFfXr14eNjQ0+//xzfYdHRFqgVHI0UapYSjyaqMrt27exadMmbNq0CefOnYO3tzdWrlypzdgM1sOHD6FQKODk5KS23MnJCZcuXSp0G87lRERUsdnZ2WHv3r04fPgw/v33X6SmpqJt27ZqNw6JyLjlrRnkaKJUEZQ4Gfzmm2+wadMmHDlyBI0bN8bQoUOxY8cO1K5dWxfxVRhTp05FSEiI9DwlJQVubm56jIiIiHShc+fO6Ny5s77DICIdUJt0nqOJUgVQ4mRw7ty5GDx4MJYtW4ZWrVrpIiaDV716dcjlciQkJKgtT0hIgLOzc6HbcC4nIqKKZ9myZXj33XdhYWGBZcuWFVt23Lhx5RQVEenK80nnZRxNlCqEEieDcXFxEITKPZqlmZkZPD09ERERgYCAAACAUqlEREQEgoOD9RscERGVm8WLF2Po0KGwsLDA4sWLiywnCAKTQaIKQFULKBfA0USpQihxMljZE0GVkJAQDB8+HO3atUOHDh2wZMkSpKWlYeTIkfoOjYiIyklMTAzs7OwA5M4FSEQVm0LJmkGqWEo9gExlN3DgQDx48ADTp09HfHw8Wrdujd27dxcYVIaIiCouBwcH3Lt3D46OjujevTu2bdsGe3t7fYdFRDqiSgZN8owmyqklyJgxGSyD4OBgNgslItKTlIxs2FqY6jUGa2trPHr0CI6OjoiMjJTmGCSiiklR2GiizAXJiDEZJCIio6QayEGffH190a1bNzRp0gQA0LdvX5iZmRVadt++feUZGhHpgFoy+KznFOcZJGPGZNAYsdsmEZFB2LBhA9atW4dr167hwIEDaNasGaysrPQdFhHpSN5kUDWMBpuJkjHTKBls06aNxgPHnDp1qkwBERERGQtLS0u8//77AICTJ0/iyy+/ZJ9BogpMkWeeQSHfMiJjpFEyqJo+AQAyMjKwatUqNG3aFN7e3gCAf/75B+fPn8cHH3ygkyCJiIgM3f79+/UdAhHpmFQzKDyvGeRoomTMNEoGZ8yYIf09evRojBs3DnPmzClQ5tatW9qNjoiIiIjIQEiTzssFqCoEFUo9BkRURrKSbrB161YEBgYWWD5s2DD88ssvWgmKiIiIiMjQPJ90XoD82a9oDiBDxqzEyaClpSWOHDlSYPmRI0dgYWGhlaCIiIiIiAyNQplbDSiXCZALqqklmAyS8SrxaKITJkzA2LFjcerUKXTo0AEAcOzYMaxduxafffaZ1gMkIiIiIjIEqiahcpkgzS/I0UTJmJU4GZwyZQrq1q2LpUuXYsOGDQCAJk2aICwsDAMGDNB6gERERMYgLCwM1tbW6N+/v9ryrVu3Ij09HcOHD9dTZESkLaqaQROZICWGHE2UjFmJm4kCwIABA3DkyBEkJiYiMTERR44cYSJIRETlytCmXJ03bx6qV69eYLmjoyO++OILPURERNqmSgBlMgHyZ7POczRRMmalSgaJiIhIXVxcHDw8PAosr127NuLi4vQQERFpW96aQdUc3BxNlIyZRs1Eq1atqvGk84mJiWUKiF7M0O6GExFRbg3gv//+izp16qgtP3PmDKpVq6afoIhIq/JOOq8aOIYDyJAx0ygZXLJkiY7DICIiMm6DBw/GuHHjYGNjg5dffhkAcODAAYwfPx6DBg3Sc3REpA15J51XcjRRqgA0SgbZ6Z2IiKh4c+bMwY0bN/DKK6/AxCT38qpUKhEYGMg+g0QVhJQMygUoREFtGZExKvFoogBw7do1hIWF4dq1a1i6dCkcHR3x559/wt3dHc2aNdN2jERERAbPzMwMW7ZswZw5c3DmzBlYWlqiRYsWqF27tr5DIyItyclTM8h5BqkiKPEAMgcOHECLFi1w7NgxbNu2DampqQBy+0TMmDFD6wESEREZk4YNG6J///547bXXmAgSVTCqkUPlMgEyGWsGyfiVap7BuXPnIiQkBDY2NtLy7t27Y8WKFVoNjoiIyJCFhIRgzpw5qFKlCkJCQootu2jRonKKioh0JSdvMsjRRKkCKHEyePbsWWzatKnAckdHRzx8+FArQREREb2IhoNc69Tp06eRnZ0NADh16lSRI29rOiI3ERk2VZNQE5kA+bP2dSKbiZIRK3EyaG9vj3v37hWYS+n06dOoWbOm1gIjIiIydPv375f+joyM1F8gRFQuchS5iZ8sb80gk0EyYiXuMzho0CB88skniI+PhyAIUCqVOHLkCD7++GMEBgbqIkYiIiKDlp2dDRMTE5w7d04r+zt48CBef/11uLq6QhAEbN++/YXbREZGom3btjA3N0f9+vURHh6ulViI6DlV/8DcmkH2GSTjV+Jk8IsvvkDjxo3h5uaG1NRUNG3aFC+//DI6duyIadOm6SJGIiIig2Zqagp3d3coFAqt7C8tLQ2tWrXCypUrNSofGxuL3r17o1u3boiJicGECRMwevRo7NmzRyvxEFEuVS2gTHieDHI0UTJmJW4mamZmhu+++w6fffYZzp07h9TUVLRp0wYNGjTQRXxERERG4dNPP8X//vc//PDDD3BwcCjTvnr27ImePXtqXD40NBQeHh5YuHAhAKBJkyY4fPgwFi9eDD8/vzLFQkTPZeXkjhZjZiJD5rO/WTNIxqxU8wwCgLu7O9zd3bUZC2mIAxEQERmeFStW4OrVq3B1dUXt2rVRpUoVtfWnTp3S2bGjoqLg6+urtszPzw8TJkwodrvMzExkZmZKz1NSUnQRHlGFkZ6VW/tvZWaCtMzcvzmaKBkzjZJBDp1NRERUvD59+ujtZl18fDycnJzUljk5OSElJQVPnz6FpaVlodvNmzcPs2bNKo8QiSqEjOzcBNDSVM7RRKlC0CgZ5NDZRERExZs5c6a+QyixqVOnqt3kTUlJgZubmx4jIjJsqppBSzM5RxOlCkGjZHDp0qWwtbUFwKGziYiIClO3bl2cOHEC1apVU1uelJSEtm3b4vr16zo7trOzMxISEtSWJSQkwNbWtshaQQAwNzeHubm5zuIiqmieqtUMcjRRMn4ajSbapk0baUL5unXr4tGjRzoNioiI6EUEGFZrlBs3bhQ6mmhmZiZu376t02N7e3sjIiJCbdnevXvh7e2t0+MSVTZPpT6Dco4mShWCRjWD9vb2iI2NhaOjI27cuAGlkj1liYiIAOC3336T/t6zZw/s7Oyk5wqFAhEREfDw8CjRPlNTU3H16lXpeWxsLGJiYuDg4AB3d3dMnToVd+7cwfr16wEA77//PlasWIHJkyfjnXfewb59+/DTTz/hjz/+KOOrIyIVURSRnpUDIF8zUdYMkhHTKBns168funbtChcXFwiCgHbt2kEulxdaVpfNYIiIiAxNQEAAgNx+88OHD1dbZ2pqijp16khTPmjq5MmT6Natm/Rc1a9v+PDhCA8Px7179xAXFyet9/DwwB9//IGJEydi6dKlqFWrFtasWcNpJYi0KEuhhCrvy5sMso6EjJlGyeC3336LN998E1evXsW4ceMwZswY2NjY6Do2IiIig6dqLePh4YETJ06gevXqZd6nj49PsSMUhoeHF7rN6dOny3xsIiqcqokooD6aKJuJkjHTeJ5Bf39/AEB0dDTGjx/PZJCIiCiP2NhYfYdARDqkGjzGVC7AVC7jaKJUIWg0gExeYWFhTASJiIjyGTduHJYtW1Zg+YoVK144+TsRGT5pWgnT3K5S0gAy7DNIRqzEyaC+fP755+jYsSOsrKxgb29faJm4uDj07t0bVlZWcHR0xKRJk5CTk6NWJjIyEm3btoW5uTnq169faFOblStXok6dOrCwsICXlxeOHz+utj4jIwNBQUGoVq0arK2t0a9fvwJDeuuSYY2fR0SkHyIM6wfYL7/8gk6dOhVY3rFjR/z88896iIiItOlpnjkGAUAmY80gGT+jSQazsrLQv39/jB07ttD1CoUCvXv3RlZWFo4ePYp169YhPDwc06dPl8rExsaid+/e6NatG2JiYjBhwgSMHj0ae/bskcps2bIFISEhmDFjBk6dOoVWrVrBz88P9+/fl8pMnDgRv//+O7Zu3YoDBw7g7t27ePPNN3X34omIyOA9evRIbSRRFVtbW2l6JiIyXqpmolZmub2s5NJoonoLiajMjCYZnDVrFiZOnIgWLVoUuv6vv/7ChQsXsGHDBrRu3Ro9e/bEnDlzsHLlSmRlZQEAQkND4eHhgYULF6JJkyYIDg7GW2+9hcWLF0v7WbRoEcaMGYORI0eiadOmCA0NhZWVFdauXQsASE5Oxvfff49Fixahe/fu8PT0RFhYGI4ePYp//vlH9yeCiIgMUv369bF79+4Cy//880/UrVtXDxERkTapagYtnjUTfT6aKGsGyXgZTTL4IlFRUWjRogWcnJykZX5+fkhJScH58+elMr6+vmrb+fn5ISoqCkBu7WN0dLRaGZlMBl9fX6lMdHQ0srOz1co0btwY7u7uUpnCZGZmIiUlRe1BRESlZ2iTzoeEhGDy5MmYMWMGDhw4gAMHDmD69OmYMmUKJk6cqO/wiKiM0vNMOA8AMo4mShWAxqOJGrr4+Hi1RBCA9Dw+Pr7YMikpKXj69CkeP34MhUJRaJlLly5J+zAzMyvQb9HJyUk6TmHmzZuHWbNmleq1ERGR4XvnnXeQmZmJzz//HHPmzAEA1KlTB6tXr0ZgYKCeoyOissrIzjeADEcTpQpArzWDU6ZMgSAIxT5USZixmzp1KpKTk6XHrVu39B0SERFp2dixY3H79m0kJCQgJSUF169fZyJIVEGk5xtAhqOJUkWg15rBjz76CCNGjCi2jKb9LJydnQuM+qka4dPZ2Vn6N/+onwkJCbC1tYWlpSXkcjnkcnmhZfLuIysrC0lJSWq1g3nLFMbc3Bzm5uYavRYiIjJOOTk5iIyMxLVr1zBkyBAAwN27d2Frawtra2s9R0dEZfE0X80gRxOlikCvyWCNGjVQo0YNrezL29sbn3/+Oe7fvw9HR0cAwN69e2Fra4umTZtKZXbt2qW23d69e+Ht7Q0AMDMzg6enJyIiIhAQEAAAUCqViIiIQHBwMADA09MTpqamiIiIQL9+/QAAly9fRlxcnLQfXRMMq5sMEZFeGNrUEjdv3oS/vz/i4uKQmZmJV199FTY2Nvjyyy+RmZmJ0NBQfYdIRGXwNCt3ujJVn0G5NICM3kIiKjOjGUAmLi4OMTExiIuLg0KhQExMDGJiYpCamgoA6NGjB5o2bYq3334bZ86cwZ49ezBt2jQEBQVJNXLvv/8+rl+/jsmTJ+PSpUtYtWoVfvrpJ7WO/SEhIfjuu++wbt06XLx4EWPHjkVaWhpGjhwJALCzs8OoUaMQEhKC/fv3Izo6GiNHjoS3tzdeeuml8j8xRERkEMaPH4927drh8ePHsLS0lJb37dsXEREReoyMiLRBVTOYfzRRBZuJkhEzmgFkpk+fjnXr1knP27RpAwDYv38/fHx8IJfLsXPnTowdOxbe3t6oUqUKhg8fjtmzZ0vbeHh44I8//sDEiROxdOlS1KpVC2vWrIGfn59UZuDAgXjw4AGmT5+O+Ph4tG7dGrt371YbVGbx4sWQyWTo168fMjMz4efnh1WrVpXDWSAiIkN16NAhHD16FGZmZmrL69Spgzt37ugpKiLSFo4mShWR0SSD4eHhCA8PL7ZM7dq1CzQDzc/HxwenT58utkxwcLDULLQwFhYWWLlyJVauXFnsfoiIqPJQKpVQKBQFlt++fRs2NjZ6iIiItKnAaKKqAWSYDJIRM5pmokRERIasR48eWLJkifRcEASkpqZixowZ6NWrl/4CIyKtKDCaKJuJUgVgNDWDREREeRnapPMLFy6En58fmjZtioyMDAwZMgRXrlxB9erV8eOPP+o7PCIqo/zJoDSaKJNBMmJMBomIiLSgVq1aOHPmDDZv3ox///0XqampGDVqFIYOHao2oAwRGSdVM9ECo4kyFyQjxmTQCHFqCSIiw5taAgBMTEwwbNgwfYdBRDog1Qya5v585miiVBEwGSQiIiql3377TeOyb7zxhg4jISJde1qgmWjucg4gQ8aMySAREVEpBQQEaFROEIRCRxolIuPxNH8zUY4mShUAk0EiIqJSUiqV+g6BiMqJVDNoytFEqeLg1BJERERERC+QnpUDoOBookoREFk7SEaKySAREVEZ9OrVC8nJydLz+fPnIykpSXr+6NEjNG3aVA+REZE2ZWTntgTIXzMIcERRMl5MBomIiMpgz549yMzMlJ5/8cUXSExMlJ7n5OTg8uXL+giNiLQkR6FEliI3GVT1GZTlSQbZVJSMFZNBIiKiMsjfPIzNxYgqHtXgMQBgoaoZlDMZJOPHZNAICeBEg0RERETlRTV4jEwAzE1yfz5bmcph+iwhTHqapbfYiMqCySAREVEZCIIAQRAKLCOiikNVM2hpKpf+f8tkAqpbmwMAHjzJLHJbIkPGqSWIiIjKQBRFjBgxAubmuT8KMzIy8P7776NKlSoAoNafkIiMU7o04bz6T+caNua4l5zBZJCMFmsGiYiIymD48OFwdHSEnZ0d7OzsMGzYMLi6ukrPHR0dERgYWKp9r1y5EnXq1IGFhQW8vLxw/PjxIsuGh4dLtZSqh4WFRWlfFhHlIdUMmqn/dGbNIBk71gwSERGVQVhYmE72u2XLFoSEhCA0NBReXl5YsmQJ/Pz8cPnyZTg6Oha6ja2trdrIpWyuSqQdqj6DVqb5agaZDJKRY80gERGRAVq0aBHGjBmDkSNHomnTpggNDYWVlRXWrl1b5DaCIMDZ2Vl6ODk5FXuMzMxMpKSkqD2IqCBVM1GLZ9NKqNSweZYMpjIZJOPEZJCIiIxSRZ7BISsrC9HR0fD19ZWWyWQy+Pr6IioqqsjtUlNTUbt2bbi5uaFPnz44f/58sceZN2+e1JzVzs4Obm5uWnsNRBWJqpmolWkRySBrBslIMRk0Qmz1Q0RUsT18+BAKhaJAzZ6TkxPi4+ML3aZRo0ZYu3YtduzYgQ0bNkCpVKJjx464fft2kceZOnUqkpOTpcetW7e0+jqIKoqnWTkAnk84r8JkkIwd+wwSEZFR4o0xdd7e3vD29paed+zYEU2aNME333yDOXPmFLqNubm5NAoqERXtKZuJUgXFmkEiIiIDU716dcjlciQkJKgtT0hIgLOzs0b7MDU1RZs2bXD16lVdhEhUqaQX1UyUA8iQkWMySEREZGDMzMzg6emJiIgIaZlSqURERIRa7V9xFAoFzp49CxcXF12FSVRpZEjzDBZeM5iepUBaZk65x0VUVmwmSkREZIBCQkIwfPhwtGvXDh06dMCSJUuQlpaGkSNHAgACAwNRs2ZNzJs3DwAwe/ZsvPTSS6hfvz6SkpKwYMEC3Lx5E6NHj9bnyyCqEJ5kqvoMqv90rmJuAiszOdKzFHjwJBNVzPnTmowLP7FEREQGaODAgXjw4AGmT5+O+Ph4tG7dGrt375YGlYmLi4NM9ryBz+PHjzFmzBjEx8ejatWq8PT0xNGjR9G0aVN9vQSiCuPmo3QAQK2qlgXW1bAxx81H6XiQmok61auUd2hEZcJkkIiIjFJFnlpCJTg4GMHBwYWui4yMVHu+ePFiLF68uByiIqp8rj9IBQDUq2FdYF0N62fJIPsNkhFin0EiIiIioiJk5igQl5hbM1ivRsGaP04vQcaMySARERERURHiHqVDKQLW5iZS4pcXk0EyZkwGiYjIKHGeQSIqD9cepAHIrRUUCvni4fQSZMyYDBIRERERFeHas/6CdQvpLwg8rxl8yInnyQgxGSQiIiIiKsL1ZzWDdYsYKVRqJspkkIwQk0EiIiIioiJcf/hsJFHHwmsGne0sAAA3HqZBqawEwxxThcJkkIiIiIioEKIo4tp9VTPRwmsGGznZwMpMjpSMHFxOeFKe4RGVmVEkgzdu3MCoUaPg4eEBS0tL1KtXDzNmzEBWVpZauX///RddunSBhYUF3Nzc8NVXXxXY19atW9G4cWNYWFigRYsW2LVrl9p6URQxffp0uLi4wNLSEr6+vrhy5YpamcTERAwdOhS2trawt7fHqFGjkJqaqv0XTkRERaoM8wwSkX49SstCSkYOBAGoU63wZNBELoNn7aoAgBM3EsszPKIyM4pk8NKlS1Aqlfjmm29w/vx5LF68GKGhofjf//4nlUlJSUGPHj1Qu3ZtREdHY8GCBZg5cya+/fZbqczRo0cxePBgjBo1CqdPn0ZAQAACAgJw7tw5qcxXX32FZcuWITQ0FMeOHUOVKlXg5+eHjIwMqczQoUNx/vx57N27Fzt37sTBgwfx7rvvls/JAAodyYqIiIiItEvVX7BWVUtYmMqLLNehjgMA4Fgsk0EyLib6DkAT/v7+8Pf3l57XrVsXly9fxurVq/H1118DADZu3IisrCysXbsWZmZmaNasGWJiYrBo0SIpUVu6dCn8/f0xadIkAMCcOXOwd+9erFixAqGhoRBFEUuWLMG0adPQp08fAMD69evh5OSE7du3Y9CgQbh48SJ2796NEydOoF27dgCA5cuXo1evXvj666/h6upa6GvIzMxEZubzjsUpKSnaP1FEREREpDVn7yQDAOoVMZKoSgeP3GTweGwiRFHkjXsyGkZRM1iY5ORkODg4SM+joqLw8ssvw8zMTFrm5+eHy5cv4/Hjx1IZX19ftf34+fkhKioKABAbG4v4+Hi1MnZ2dvDy8pLKREVFwd7eXkoEAcDX1xcymQzHjh0rMt558+bBzs5Oeri5uZXh1RMRERGRru0+dw8A0KVBjWLLtXKzh5lchgdPMnHzUXp5hEakFUaZDF69ehXLly/He++9Jy2Lj4+Hk5OTWjnV8/j4+GLL5F2fd7uiyjg6OqqtNzExgYODg1SmMFOnTkVycrL0uHXrlsavl4iICuKNdyLSpYSUDJy8mVuh0KuFc7FlLUzlaOVmByC3dpDIWOg1GZwyZQoEQSj2cenSJbVt7ty5A39/f/Tv3x9jxozRU+QlZ25uDltbW7UHERERERmmP8/egygCbd3t4WJn+cLyqqaiR6891HVoRFqj1z6DH330EUaMGFFsmbp160p/3717F926dUPHjh3VBoYBAGdnZyQkJKgtUz13dnYutkze9aplLi4uamVat24tlbl//77aPnJycpCYmChtT0RERETGbde53BZfvVq4vKBkru6NHbFy/zXsOhePaamZqG5trsvwiLRCrzWDNWrUQOPGjYt9qPoA3rlzBz4+PvD09ERYWBhkMvXQvb29cfDgQWRnZ0vL9u7di0aNGqFq1apSmYiICLXt9u7dC29vbwCAh4cHnJ2d1cqkpKTg2LFjUhlvb28kJSUhOjpaKrNv3z4olUp4eXlp8ewQEVFxOLUEEenKveSn0jQRPTVMBtu6V0VrN3tk5Six/ugNHUZHpD1G0WdQlQi6u7vj66+/xoMHDxAfH6/WR2/IkCEwMzPDqFGjcP78eWzZsgVLly5FSEiIVGb8+PHYvXs3Fi5ciEuXLmHmzJk4efIkgoODAeRO2TBhwgTMnTsXv/32G86ePYvAwEC4uroiICAAANCkSRP4+/tjzJgxOH78OI4cOYLg4GAMGjSoyJFEtY3dZIiIiIh0Z+Ff/0EUc5t+1rR/cRNRIPd35Lsv57ZoW//PTTzNUugyRCKtMIqpJfbu3YurV6/i6tWrqFWrlto68dmtYTs7O/z1118ICgqCp6cnqlevjunTp6vN/9exY0ds2rQJ06ZNw//+9z80aNAA27dvR/PmzaUykydPRlpaGt59910kJSWhc+fO2L17NywsLKQyGzduRHBwMF555RXIZDL069cPy5Yt0/FZICIiIiJdO3s7GT9H3wYATO3ZuETb+jVzhruDFeIS0/HDPzfw7sv1dBEikdYIosiGNvqQkpICOzs7JCcnl3gwmd/P3MWHP57WUWRERMbh9GevomoVsxcXzKcs378VHc8NVXY5CiUGfvsPom8+Rt82NbF4YOsS72Pz8ThM2XYWZnIZfg3qiGaudtoPlCocfX3/GkUzUSIiIiIiXRJFEZ/tOI/om49haSrHZP9GpdrPwPZueKWxI7IUSnz442mkZuZoOVIi7WEySERERESVmiiKWPz3Ffx4PA6CACwZ1Fqj6SQKIwgCFvRvBSdbc1x/kIZha44hKT1LyxETaQeTQSIiMkqcdJ6ItCE9KwfjN8dgWcQVAMDM15vBr1nZpgtzqGKG7wLbwd7KFDG3ktA/NAr/JTzRRrhEWsVkkIiIjBJ7vBNRWYiiiL0XEuC35CB+O3MXJjIBs/s0w/COdbSy/5a17PHTe95wsjXHlfupeG3ZYazYdwXpWWw2SobDKEYTJSIiIiLShqwcJfZeSMC3h67jzK0kAICLnQWWDmqDDh4OWj1WQycb/B7cGVO3nUXEpfv4+q//EH70JkZ19kD/drU4MT3pHZNBIiIiIqrQMrIViLr+CH9fSMCus/fwOD0bAGBmIsPozh4I6lYfVcx187PY0dYCa4a3w46Yu1i49zJuJT7Fl7svYdHey+hUvzq6N3ZEt0aOcHOw0snxiYrDZJCIiIiIKgyFUkRcYjou3E1B9M3HOBX3GOfvJiNb8bxtuaONOQa1d0NgxzrlUjsnCAIC2tRE75Yu2H76DjYci8OZW0mIvPwAkZcfADiP+o7WaOtuj5a17NGqlj0aOlvD3ESu89iocmMySERERERGQxRFpGTk4G7SU+lxO+kpbj9+imv3U3H9YRqycpQFtnOxs0C3xo7wb+aMTvWrQy4r/1GoTOUy9G/nhv7t3HAl4QkiLt3Hvov3ER33GFfvp+Lq/VT8dDJ3wnuZALjaW8KjehXUrmaFOtWqoHa1KnCxs4CjjTmqWZvr5TVQxcJkkIiIyECtXLkSCxYsQHx8PFq1aoXly5ejQ4cORZbfunUrPvvsM9y4cQMNGjTAl19+iV69epVjxESaEUUR6VkKpGXm4ElmDtIyc5CakefvzBwkpWcjMS0LiWlZeJyeJf2dmJaFzEKSvbzMTWRo4GSNtu5V0da9KjxrV0WtqpYQDGgY4gZONmjgZIP3u9ZDUnoWjsUm4uztZJy5nYSzd5KRlJ6N249zk9xDVwpuLxOAatbmUmJob2kKO0tT2Fvl/pv3UcXcBJZmclQxU/0rh4mc40gSk0EiIiKDtGXLFoSEhCA0NBReXl5YsmQJ/Pz8cPnyZTg6OhYof/ToUQwePBjz5s3Da6+9hk2bNiEgIACnTp1C8+bN9fAKyBCIogiFUoRSBJTS3yKUSkAhisjKUSIlIxspT7ORkpGNjGwlcpQiFEolchS55XOfi8+XK0UoFLnPc5RKZOUokZmjREa2otB/M7OVyMhRIDNbicwcBTKylUjPyoGyjCMCO1QxQ017S7jaW8DV3hI1n9WiNXC0Qc2qlkZVa2ZvZQa/Zs7SlBaiKOJhahZuPErDjYdpuf8+Skfco3QkpGTgYWomlCLw4EkmHjzJLNUxzUxksMqXIFqayWFmIoeZXAZzk9yHmeohl8HcVAYzuVxaZp7nX1O5DCYyASZyAXLZs7/zP5c/WyaTQS49z10nlwswVS2XCZAZ0ftnzARR5ODc+pCSkgI7OzskJyfD1ta2RNv+fuYuPvzxtI4iIyIyDpfm+MPCtOT9acry/VuevLy80L59e6xYsQIAoFQq4ebmhg8//BBTpkwpUH7gwIFIS0vDzp07pWUvvfQSWrdujdDQUI2OqTo3mw5dhJW1DUQRECHm/isCInJ/pEr/SsvylEPuAhGAUinmWZ+7DQopr3y2LxS3X1Es9Fiq5xCf7yd/OUB9e2Wev6H2+tRjQoHXXMQ5KCQmFPL68p8DpaiemCmUYm7yJopQKJ8ncgpRhPJZQqdK5gpP8FRlny3Pc14NlUwAqpibwMbcBFXMTWBtYQJrcxNUMTOBvZUpHKqYSY+qVcxQrYoZqlqZobq1OSzNKm9/OoVSxKO0TNxPyU0GH6VlIflpNpLTs5D0NBvJT7ORlJ6NpKfZePI0G2lZOUjPUiA9SwFFWbPwciITABOZDDIZIBcEyAQBggDIZaq/BchlgOzZOtmzv+XPyskEAXJZbjnZs+0EQYBcKLhN7t+55aTnaseCtB8BuWUgAAKeLXu2naqcgDzL8GyZ2vPn+1Aty0pPw2f92pX7tYk1g0bolSYF7wgTEVUmU3o2LlUiaCyysrIQHR2NqVOnSstkMhl8fX0RFRVV6DZRUVEICQlRW+bn54ft27cXeZzMzExkZj6vVUhJSQEAfPLLWcjMObJhZSCXCbC1MIGtpSlsLExgZWoi1dioamjkz2py1JfJpHXmJjKYm8phbiKDRb5/CywzlcHCRA4rczlszE1hYSozqKabxkIuE+BoYwFHG4sSbSeKIrIUSqRnKpCerUB6Zm6SmJaVg6fPkkVVTW9WjgJZityaX9WyzBxlvmW55bMUSmTn5NYUK5QisqVa5dya5Jx8z/PWLOcd2CcvpQhkKZSAQhtnzPApM9P1clwmg0bIyswE177olXtnQiagzpQ/1Nafmd4DdlamAIA7SU/Raf4+tfW7J3RBY2dbiKKInksP4VL8E2nd/DdbYGB7NwiCAFEUcfV+Kl5dfFBa/+3bnujxrAnD7cfp6Pzlfmld2Mj26NboeaKakJKB1ZHXEH70Brw8HDC/X0t4VK8irY99mIbNJ+LwOC0L/s2d4dPQUWoSoFSKuBT/BIeuPICznQV8GjnCztJU2lapFHHjURruJmWgZlVL1HawUmtOkKNQ4v6TTGTlKOFsZ1HgR6NCKSIjWyFdxPJfiJTP7rKq7iLlp7qzywsYEenCw4cPoVAo4OTkpLbcyckJly5dKnSb+Pj4QsvHx8cXeZx58+Zh1qxZBZZ7eTjAzKoKBOTezQbU73ar7oznrhOkZcKzO+WCkP9v9W1Vz5G3DPLeWS9mv3h+l13IX6aQ/crylYNaLHmO/ewaUuh+85wHKUa1OArfr+rYyPe6Va/xeQ3E8xoOVU2ETJZbwyHLt1yep/ZCLiv4PP+2qhoV2bOyqloTuVSG17HKRBAEmJvIYW4iR1V9B5OHUiki+1kiqUoeVYlljkKUatJza7tza87z1qxLf4vPasyVz2vGVTXnef9W5q2ZF5//7sv7t+LZc1UNvVrLgHwtDJTPfheqWkPkbw2Qt3zeVgd5y2ekpWK+Hs49m4nqibabKZ24kdvp+J3OHlqIjoio4jKGZqJ3795FzZo1cfToUXh7e0vLJ0+ejAMHDuDYsWMFtjEzM8O6deswePBgadmqVaswa9YsJCQkFHqcwmoG3dzcDPrcEBFVRPq6NrFmsIJoX8cB7es46DsMIiLSgurVq0MulxdI4hISEuDs7FzoNs7OziUqDwDm5uYwN9f9HGtERGSYOKYsERGRgTEzM4OnpyciIiKkZUqlEhEREWo1hXl5e3urlQeAvXv3FlmeiIiINYNEREQGKCQkBMOHD0e7du3QoUMHLFmyBGlpaRg5ciQAIDAwEDVr1sS8efMAAOPHj0fXrl2xcOFC9O7dG5s3b8bJkyfx7bff6vNlEBGRAWMySEREZIAGDhyIBw8eYPr06YiPj0fr1q2xe/duaZCYuLg4yGTPG/h07NgRmzZtwrRp0/C///0PDRo0wPbt2znHIBERFYkDyOiJMQxgQERUEfH7t2g8N0RE+qGv71/2GSQiIiIiIqqEmAwSERERERFVQkwGiYiIiIiIKiEOIKMnqq6aKSkpeo6EiKhyUX3vsst8Qbw2ERHph76uTUwG9eTJkycAADc3Nz1HQkRUOT158gR2dnb6DsOgPHr0CACvTURE+vLo0aNyvTYxGdQTV1dX3Lp1C6Iowt3dHbdu3ar0I7elpKTAzc2N5wI8F3nxXOTieXiurOdCFEU8efIErq6uOojOuDk4OADInbbCGBJlY/t/wXh1i/HqFuPVreTkZLi7u0vfw+WFyaCeyGQy1KpVS6oStrW1NYoPannguXiO5+I5notcPA/PleVcGEOiow+qeQvt7OyM6nNmbP8vGK9uMV7dYry6lXf+2HI5XrkejYiIiIiIiAwCk0EiIiIiIqJKiMmgnpmbm2PGjBkwNzfXdyh6x3PxHM/FczwXuXgenuO50B1jO7eMV7cYr24xXt1ivJoRRI6tTUREREREVOmwZpCIiIiIiKgSYjJIRERERERUCTEZJCIiIiIiqoSYDBIREREREVVCTAbLwcqVK1GnTh1YWFjAy8sLx48fL7b81q1b0bhxY1hYWKBFixbYtWtXOUWqeyU5F9999x26dOmCqlWromrVqvD19X3huTMmJf1cqGzevBmCICAgIEC3AZaTkp6HpKQkBAUFwcXFBebm5mjYsGGF+T9S0nOxZMkSNGrUCJaWlnBzc8PEiRORkZFRTtHqzsGDB/H666/D1dUVgiBg+/btL9wmMjISbdu2hbm5OerXr4/w8HCdx2lISnPONm7ciFatWsHKygouLi5455138OjRI7UyL7oeiaKI6dOnw8XFBZaWlvD19cWVK1f0Eq8m14wRI0ZAEAS1h7+/v17iDQ8PLxCLhYWF2j4M6fz6+PgUiFcQBPTu3VsqU57nd+XKlWjSpAksLS3RqFEjrF+/vkAZQ/r8viheQ/v8viheQ/v8viheXX5+582bh/bt28PGxgaOjo4ICAjA5cuXX7idNj6fiYmJGDp0KGxtbWFvb49Ro0YhNTX1hcfOfyDSoc2bN4tmZmbi2rVrxfPnz4tjxowR7e3txYSEhELLHzlyRJTL5eJXX30lXrhwQZw2bZpoamoqnj17tpwj176SnoshQ4aIK1euFE+fPi1evHhRHDFihGhnZyfevn27nCPXvpKeC5XY2FixZs2aYpcuXcQ+ffqUT7A6VNLzkJmZKbZr107s1auXePjwYTE2NlaMjIwUY2Jiyjly7Svpudi4caNobm4ubty4UYyNjRX37Nkjuri4iBMnTiznyLVv165d4qeffipu27ZNBCD++uuvxZa/fv26aGVlJYaEhIgXLlwQly9fLsrlcnH37t3lE7ABKOk5O3z4sCiTycSlS5eK169fFw8dOiQ2a9ZM7Nu3r1RGk+vR/PnzRTs7O3H79u3imTNnxDfeeEP08PAQnz59Wu7xanLNGD58uOjv7y/eu3dPeiQmJhZ7bF3FGxYWJtra2qrFEh8fr7YfQzq/jx49Uov13LlzolwuF8PCwqQy5XV+V61aJdrY2IibN28Wr127Jv7444+itbW1+Ntvv0llDOnzq0m8hvT51SReQ/r8ahKvLj+/fn5+YlhYmHju3DkxJiZG7NWrl+ju7i6mpqYWuY22Pp/+/v5iq1atxH/++Uc8dOiQWL9+fXHw4MEvjDkvJoM61qFDBzEoKEh6rlAoRFdXV3HevHmFlh8wYIDYu3dvtWVeXl7ie++9p9M4y0NJz0V+OTk5oo2Njbhu3TpdhVhuSnMucnJyxI4dO4pr1qwRhw8fXiGSwZKeh9WrV4t169YVs7KyyivEclPScxEUFCR2795dbVlISIjYqVMnncZZ3jT5ITB58mSxWbNmassGDhwo+vn56TAyw6XJOVuwYIFYt25dtWXLli0Ta9asKT1/0fVIqVSKzs7O4oIFC6T1SUlJorm5ufjjjz+We7z5FXbN0MZ3p7biDQsLE+3s7Irch6Gf38WLF4s2NjZqP3jL6/x6e3uLH3/8sdqy/N9/hvT51STe/PT5+dUkXkP6/Jbm/Orq8yuKonj//n0RgHjgwIEiy2jj83nhwgURgHjixAmpzJ9//ikKgiDeuXNH43jZTFSHsrKyEB0dDV9fX2mZTCaDr68voqKiCt0mKipKrTwA+Pn5FVneWJTmXOSXnp6O7OxsODg46CrMclHaczF79mw4Ojpi1KhR5RGmzpXmPPz222/w9vZGUFAQnJyc0Lx5c3zxxRdQKBTlFbZOlOZcdOzYEdHR0VIzouvXr2PXrl3o1atXucRsSCrq96YueXt749atW9i1axdEUURCQgJ+/vlntc/Pi85rbGws4uPj1crY2dnBy8tL6+dek3jzK+qaERkZCUdHRzRq1Ahjx44t0DS2PONNTU1F7dq14ebmhj59+uD8+fPSOkM/v99//z0GDRqEKlWqqC0vj/ObmZlZoEmipaUljh8/juzsbACG9fnVJN789Pn51TReQ/n8lub86vLzm5ycDADF/l7VxuczKioK9vb2aNeunVTG19cXMpkMx44d0zheJoM69PDhQygUCjg5Oaktd3JyQnx8fKHbxMfHl6i8sSjNucjvk08+gaura4H/PMamNOfi8OHD+P777/Hdd9+VR4jlojTn4fr16/j555+hUCiwa9cufPbZZ1i4cCHmzp1bHiHrTGnOxZAhQzB79mx07twZpqamqFevHnx8fPC///2vPEI2KEV9b6akpODp06d6isqwderUCRs3bsTAgQNhZmYGZ2dn2NnZYeXKlVKZF12PVP+WxzVLk3jzK+ya4e/vj/Xr1yMiIgJffvklDhw4gJ49e2r9hpIm8TZq1Ahr167Fjh07sGHDBiiVSnTs2BG3b98GYNjn9/jx4zh37hxGjx6ttry8zq+fnx/WrFmD6OhoiKKIkydPYs2aNcjOzsbDhw8BGNbnV5N489Pn51eTeA3p81vS86vLz69SqcSECRPQqVMnNG/evMhy2vh8xsfHw9HRUW29iYkJHBwcSnSOmQySUZg/fz42b96MX3/9tcDdn4ruyZMnePvtt/Hdd9+hevXq+g5Hr5RKJRwdHfHtt9/C09MTAwcOxKefforQ0FB9h1buIiMj8cUXX2DVqlU4deoUtm3bhj/++ANz5szRd2hkBC5cuIDx48dj+vTpiI6Oxu7du3Hjxg28//77+g6tUCWNt6hrxqBBg/DGG2+gRYsWCAgIwM6dO3HixAlERkaWe7ze3t4IDAxE69at0bVrV2zbtg01atTAN998o9VYtBVvXt9//z1atGiBDh06qC0vr/P72WefoWfPnnjppZdgamqKPn36YPjw4QByW1UYmpLGq+/PrybxGtLnt6TnV5ef36CgIJw7dw6bN28u02sqT4b3P6YCqV69OuRyORISEtSWJyQkwNnZudBtnJ2dS1TeWJTmXKh8/fXXmD9/Pv766y+0bNlSl2GWi5Kei2vXruHGjRt4/fXXYWJiAhMTE6xfvx6//fYbTExMcO3atfIKXatK85lwcXFBw4YNIZfLpWVNmjRBfHw8srKydBqvLpXmXHz22Wd4++23MXr0aLRo0QJ9+/bFF198gXnz5kGpVJZH2AajqO9NW1tbWFpa6ikqwzZv3jx06tQJkyZNQsuWLeHn54dVq1Zh7dq1uHfvHoAXX49U/5bHNUuTeFVKcs2oW7cuqlevjqtXr+otXhVTU1O0adNGisVQz29aWho2b96sUZcFXZ1fS0tLrF27Funp6bhx4wbi4uJQp04d2NjYoEaNGgAM6/OrSbwqhvD5LUm8Kvr8/JYkXl1+foODg7Fz507s378ftWrVKrasNj6fzs7OuH//vtr6nJwcJCYmlugcMxnUITMzM3h6eiIiIkJaplQqERERAW9v70K38fb2VisPAHv37i2yvLEozbkAgK+++gpz5szB7t271dpEG7OSnovGjRvj7NmziImJkR5vvPEGunXrhpiYGLi5uZVn+FpTms9Ep06dcPXqVbVk57///oOLiwvMzMx0HrOulOZcpKenF7jjqUqSRVHUXbAGqKJ+b+qSJp+fF51XDw8PODs7q5VJSUnBsWPHtH7uNf28l/Sacfv2bTx69AguLi56iTcvhUKBs2fPSrEY4vkFcofDz8zMxLBhw164X12dXxVTU1PUqlULcrkcmzdvxmuvvaZWc2Uon19N4gUM5/Orabx56fPzW5J4dfH5FUURwcHB+PXXX7Fv3z54eHi8cN/a+Hx6e3sjKSkJ0dHRUpl9+/ZBqVTCy8vrhTHkfQGkQ5s3bxbNzc3F8PBw8cKFC+K7774r2tvbS8Pvvv322+KUKVOk8keOHBFNTEzEr7/+Wrx48aI4Y8aMCjW1REnOxfz580UzMzPx559/Vhvm98mTJ/p6CVpT0nORX0UZTbSk5yEuLk60sbERg4ODxcuXL4s7d+4UHR0dxblz5+rrJWhNSc/FjBkzRBsbG/HHH38Ur1+/Lv71119ivXr1xAEDBujrJWjNkydPxNOnT4unT58WAYiLFi0ST58+Ld68eVMURVGcMmWK+Pbbb0vlVVNLTJo0Sbx48aK4cuXKSje1REnPWVhYmGhiYiKuWrVKvHbtmnj48GGxXbt2YocOHaQymlyP5s+fL9rb24s7duwQ//33X7FPnz4aDR2vi3hfdM148uSJ+PHHH4tRUVFibGys+Pfff4tt27YVGzRoIGZkZJR7vLNmzRL37NkjXrt2TYyOjhYHDRokWlhYiOfPnzfI86vSuXNnceDAgYUes7zO7+XLl8UffvhB/O+//8Rjx46JAwcOFB0cHMTY2FipjCF9fjWJ15A+v5rEa0ifX03iVdHF53fs2LGinZ2dGBkZqfbepaenS2VK83tfk/Pn7+8vtmnTRjx27Jh4+PBhsUGDBpxawhAtX75cdHd3F83MzMQOHTqI//zzj7Sua9eu4vDhw9XK//TTT2LDhg1FMzMzsVmzZuIff/xRzhHrTknORe3atUUABR4zZswo/8B1oKSfi7wqSjIoiiU/D0ePHhW9vLxEc3NzsW7duuLnn38u5uTklHPUulGSc5GdnS3OnDlTrFevnmhhYSG6ubmJH3zwgfj48ePyD1zL9u/fX+j/fdXrHz58uNi1a9cC27Ru3Vo0MzMT69atqzZ3VGVQmnO2bNkysWnTpqKlpaXo4uIiDh06tMA8ri+6HimVSvGzzz4TnZycRHNzc/GVV14RL1++rJd4X3TNSE9PF3v06CHWqFFDNDU1FWvXri2OGTOmwNxo5RXvhAkTpP/vTk5OYq9evcRTp04Z7PkVRVG8dOmSCED866+/ChyzPM/vhQsXxNatW4uWlpaira2t2KdPH/HSpUsF9mson19N4jWkz68m8RrS51fTz4OuPr+FxQpA7TpUmt/7mpy/R48eiYMHDxatra1FW1tbceTIkSWuNBGevQgiIiIiIiKqRNhnkIiIiIiIqBJiMkhERERERFQJMRkkIiIiIiKqhJgMEhERERERVUJMBomIiIiIiCohJoNERERERESVEJNBIiIiIiKiSojJIBERlcnBgwfx+uuvw9XVFYIgYPv27Xo/3rZt29CjRw9Uq1YNgiAgJiZGpzEREZHxKut1LCMjAyNGjECLFi1gYmKCgICAYssfOXIEJiYmaN26dalj1hYmg0QVQGRkJARBQFJSUrkfWxAECIIAe3v7cjnejRs3pGMawpcoAWlpaWjVqhVWrlxpMMdLS0tD586d8eWXX5ZLTERUOYwYMUK6Bmn7xpfqWi4IwguTCdKusl7HFAoFLC0tMW7cOPj6+hZbNikpCYGBgXjllVdKdSxtYzJIZGR8fHwwYcIEtWUdO3bEvXv3YGdnp5eYwsLC8N9//5XLsdzc3HDv3j189NFH5XI8erGePXti7ty56Nu3b6HrMzMz8fHHH6NmzZqoUqUKvLy8EBkZqbPjAcDbb7+N6dOnv/CiTFTZ5U1u8j6uXr2q79AMlr+/P+7du4eePXtKy4pKDkeMGKFxYqe6lg8YMEBLkZKmynodq1KlClavXo0xY8bA2dm52GO9//77GDJkCLy9vbX5EkqNySBRBWBmZgZnZ2cIgqCX49vb28PR0bFcjiWXy+Hs7Axra+tyOR6VXXBwMKKiorB582b8+++/6N+/P/z9/XHlyhV9h0ZEeJ7c5H14eHgUKJeVlaWH6AyPubk5nJ2dYW5urtX9qq7llpaWWt0vlZ22rmNhYWG4fv06ZsyYoaNIS47JIJERGTFiBA4cOIClS5dKd29v3LhRoJloeHg47O3tsXPnTjRq1AhWVlZ46623kJ6ejnXr1qFOnTqoWrUqxo0bB4VCIe1fWzU4Z86cQbdu3WBjYwNbW1t4enri5MmT0vrDhw+jS5cusLS0hJubG8aNG4e0tDS1OD755BO4ubnB3Nwc9evXx/fff1/q80b6ExcXh7CwMGzduhVdunRBvXr18PHHH6Nz584ICwvTd3hEhOfJTd6HXC6Hj48PgoODMWHCBFSvXh1+fn4AgHPnzqFnz56wtraGk5MT3n77bTx8+FDaX1paGgIDA2FtbQ0XFxcsXLiwQKuWwmrS7O3tER4eLj2/desWBgwYAHt7ezg4OKBPnz64ceOGtF5V6/b111/DxcUF1apVQ1BQELKzs6UyRV1PRFFE/fr18fXXX6vFEBMTo7Oa0bzdHPI+fHx8tH4s0h5tXceuXLmCKVOmYMOGDTAxMdFhxCXDZJDIiCxduhTe3t4YM2aMdPfWzc2t0LLp6elYtmwZNm/ejN27dyMyMhJ9+/bFrl27sGvXLvzwww/45ptv8PPPP0vbaOvO19ChQ1GrVi2cOHEC0dHRmDJlCkxNTQEA165dg7+/P/r164d///0XW7ZsweHDhxEcHCxtHxgYiB9//BHLli3DxYsX8c0337Am0EidPXsWCoUCDRs2hLW1tfQ4cOAArl27BgC4dOlSoT+Q8j6mTJmi51dCVDmtW7cOZmZmOHLkCEJDQ5GUlITu3bujTZs2OHnyJHbv3o2EhAS1po2TJk3CgQMHsGPHDvz111+IjIzEqVOnSnTc7Oxs+Pn5wcbGBocOHcKRI0dgbW0Nf39/tRrK/fv349q1a9i/fz/WrVuH8PBwtYSyqOuJIAh45513CvyYDwsLw8svv4z69euX7oQVQ9XNQfU4ffo0qlWrhpdfflnrxyLt0eQ69iIKhQJDhgzBrFmz0LBhQx1HXDKGk5YS0QvZ2dnBzMwMVlZWL2yTnp2djdWrV6NevXoAgLfeegs//PADEhISYG1tjaZNm6Jbt27Yv38/Bg4cKN35iouLg6urKwDg448/xu7duxEWFoYvvvhC4zjj4uIwadIkNG7cGADQoEEDad28efMwdOhQ6Q5xgwYNsGzZMnTt2hWrV69GXFwcfvrpJ+zdu1fq71W3bl2Nj02GJTU1FXK5HNHR0ZDL5WrrVAl+3bp1cfHixWL3U61aNZ3FSFTZ7dy5U+2GW8+ePbF161YAud/RX331lbRu7ty5aNOmjdo1Ye3atXBzc8N///0HV1dXfP/999iwYYM0QMa6detQq1atEsW0ZcsWKJVKrFmzRuoCERYWBnt7e0RGRqJHjx4AgKpVq2LFihWQy+Vo3LgxevfujYiICIwZMwb//fdfsdeTESNGYPr06Th+/Dg6dOiA7OxsbNq0qUBtoaYGDx5c4HsuMzMTvXv3BvC8mwOQO/pkQEAAvL29MXPmzFIdj8qHJtexF3ny5AlOnjyJ06dPSze/lUolRFGEiYkJ/vrrL3Tv3l3rsWuCySBRBWVlZSUlggDg5OSEOnXqqH1xOTk54f79+wDU73zllZmZWeIf4iEhIRg9ejR++OEH+Pr6on///lIsZ86cwb///ouNGzdK5UVRhFKpRGxsLM6ePQu5XI6uXbuW+DWT4WnTpg0UCgXu37+PLl26FFrGzMxMunFAROWvW7duWL16tfS8SpUq0t+enp5qZc+cOYP9+/cX+iP42rVrePr0KbKysuDl5SUtd3BwQKNGjUoU05kzZ3D16lXY2NioLc/IyFCrjWnWrJnaD3QXFxecPXsWQG6Tz+KuJ66urujduzfWrl2LDh064Pfff0dmZib69+9folhVFi9eXGDQqk8++UStO4bKO++8gydPnmDv3r2QydhQz5Bpch17EVtbW+lzqbJq1Srs27cPP//8c6F9dMsLk0GiCkrVLFNFEIRClymVSgDaufOlMnPmTAwZMgR//PEH/vzzT8yYMQObN29G3759kZqaivfeew/jxo0rsJ27uztHsDNCqampau9bbGwsYmJi4ODggIYNG2Lo0KEIDAzEwoUL0aZNGzx48AARERFo2bKldMdcW8dzd3cHACQmJiIuLg53794FAFy+fBkApP5QRPRclSpVimwWmTcxBHL//73++uuFTtvi4uKi8Xe4IAgQRVFtWd6+fqmpqfD09FS7cahSo0YN6e/irmuaDMQyevRovP3221i8eDHCwsIwcOBAWFlZafQa8nN2di5wHm1sbApM+zR37lzs2bMHx48fL5Dskn5o4zp24cIFZGVlITExEU+ePJHmt23dujVkMhmaN2+udkxHR0dYWFgUWF7emAwSGRkzM7NC7zKWlTbufOXVsGFDNGzYEBMnTsTgwYMRFhaGvn37om3btrhw4UKRPzxatGgBpVKJAwcOcFoAI3Hy5El069ZNeh4SEgIAGD58OMLDwxEWFoa5c+fio48+wp07d1C9enW89NJLeO2113RyPAD47bffMHLkSKnMoEGDAAAzZsxgkyyiMmjbti1++eUX1KlTp9BBMOrVqwdTU1McO3ZMujnz+PFj/Pfff2o1dDVq1MC9e/ek51euXEF6erracbZs2QJHR0fY2tqWKlZNrie9evWSpgXYvXs3Dh48WKpjaeqXX37B7Nmz8eeff6q13iH90sZ1rFevXrh586b0vE2bNgBQ4KaHoWG9NJGRqVOnDo4dO4YbN27g4cOH0h3Qssp752vbtm2IjY3F8ePHMW/ePPzxxx8a7+fp06cIDg5GZGQkbt68iSNHjuDEiRNo0qQJgNwmM0ePHkVwcDBiYmJw5coV7NixQ2pDX6dOHQwfPhzvvPMOtm/fjtjYWERGRuKnn37Syusk7fPx8YEoigUeqsTM1NQUs2bNQmxsLLKysnD37l1s27YNLVq00MnxgNy+QIWVYSJIVDZBQUFITEzE4MGDceLECVy7dg179uzByJEjoVAoYG1tjVGjRmHSpEnYt28fzp07hxEjRhRoCtm9e3esWLECp0+fxsmTJ/H++++r1fINHToU1atXR58+fXDo0CHpWjBu3Djcvn1bo1g1uZ7I5XKMGDECU6dORYMGDXQ699u5c+cQGBiITz75BM2aNUN8fDzi4+ORmJios2OSZrRxHbtx40ah+yjKzJkzpdpDfWIySGRkPv74Y8jlcjRt2hQ1atRAXFyc1vYdFhaGwMBAfPTRR2jUqBECAgJw4sQJ6e6uJuRyOR49eoTAwEA0bNgQAwYMQM+ePTFr1iwAQMuWLXHgwAH8999/6NKlC9q0aYPp06dLg9YAwOrVq/HWW2/hgw8+QOPGjTFmzBi1qSeIiEg/XF1dceTIESgUCvTo0QMtWrTAhAkTYG9vLyV8CxYsQJcuXfD666/D19cXnTt3LtD3cOHChXBzc0OXLl0wZMgQfPzxx2rNM62srHDw4EG4u7vjzTffRJMmTTBq1ChkZGSUqKZQk+vJqFGjkJWVpdaaQBdOnjyJ9PR0zJ07Fy4uLtLjzTff1OlxiYojiIZed0lEBk0QBPz6668ICAgo1+POnDkT27dvN4i7akREVDwfHx+0bt0aS5Ys0XcoBRw6dAivvPIKbt26BScnp2LLjhgxAklJSQXmSNSm8jgGkQprBomozAYPHlziYcNLKy4uDtbW1iWa6oKIiCi/zMxM3L59GzNnzkT//v1fmAiqqKbi2Llzp1bjOXToEKytrQsdNIdIVziADBGViWpC+vwjkOqKq6urVBtobm5eLsckIqKK58cff8SoUaPQunVrrF+/XqNtvvrqK0ybNg1A7uip2tSuXTvp+lbSUbyJSovNRImIiIiIiCohNhMlIiIiIiKqhJgMEhERERERVUJMBomIiIiIiCohJoNERERERESVEJNBIiIiIiKiSojJIBERERERUSXEZJCIiIiIiKgSYjJIRERERERUCf0fdpi8mAAiCekAAAAASUVORK5CYII=\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Get data from the TimeMonitor\n", "tdata = sim_data[\"time_series\"]\n", "\n", "time_series = tdata.Ey.squeeze()\n", "\n", "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(10, 3))\n", "\n", "# Plot time dependence\n", "time_series.plot(ax=ax1)\n", "\n", "# Make frequency mesh and plot spectrum\n", "dt = sim_data.simulation.dt\n", "fmesh = np.linspace(-1 / dt / 2, 1 / dt / 2, time_series.size)\n", "spectrum = np.fft.fftshift(np.fft.fft(time_series))\n", "\n", "ax2.plot(fmesh, np.abs(spectrum))\n", "ax2.set_xlim(1.8e14, 2e14)\n", "ax2.set_xlabel(\"Frequency [Hz]\")\n", "ax2.set_ylabel(\"Electric field [a.u.]\")\n", "ax2.set_title(\"Spectrum\")\n" ] }, { "cell_type": "markdown", "id": "7f976ade", "metadata": {}, "source": [ "We can see that there is a sharp peak in the spectrum around 192THz, and a very slow decay of the field in the simulation, indicating a very high-Q mode. For such modes, it is virtually impossible to run the FDTD simulation until the fields have decayed. However, we can use the Tidy3D resonance finder plugin to estimate the exact resonance frequency and Q of the mode much better than what we can see from the plots above." ] }, { "cell_type": "code", "execution_count": 11, "id": "d6ddc0f8", "metadata": { "execution": { "iopub.execute_input": "2023-02-03T03:34:29.986196Z", "iopub.status.busy": "2023-02-03T03:34:29.985942Z", "iopub.status.idle": "2023-02-03T03:34:33.195684Z", "shell.execute_reply": "2023-02-03T03:34:33.195012Z" } }, "outputs": [ { "data": { "text/html": [ "
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decayQamplitudephaseerror
freq
1.915336e+146.955702e+08865075.12447812193.271309-0.0942530.002133
\n", "
" ], "text/plain": [ " decay Q amplitude phase error\n", "freq \n", "1.915336e+14 6.955702e+08 865075.124478 12193.271309 -0.094253 0.002133" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "resonance_finder = ResonanceFinder(freq_window=(1.8e14, 2e14), init_num_freqs=100)\n", "resonance_data = resonance_finder.run(sim_data[\"time_series\"])\n", "resonance_data.to_dataframe()\n" ] }, { "cell_type": "markdown", "id": "a8d2c71c", "metadata": {}, "source": [ "We can also have a look at the cavity mode as stored in the near field monitor." ] }, { "cell_type": "code", "execution_count": 12, "id": "5b06104d", "metadata": { "execution": { "iopub.execute_input": "2023-02-03T03:34:33.199355Z", "iopub.status.busy": "2023-02-03T03:34:33.199072Z", "iopub.status.idle": "2023-02-03T03:34:33.805186Z", "shell.execute_reply": "2023-02-03T03:34:33.804779Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1)\n", "sim_data.plot_field(\"field\", \"Ey\", val=\"abs\", z=0, ax=ax, eps_alpha=0)\n" ] }, { "cell_type": "markdown", "id": "0c5750a0", "metadata": {}, "source": [ "Finally, we can also plot the far field radiation pattern associated to this mode, which was optimized to be as concentrated as possible around the normal direction. In fact, it is almost entirely confined within the field-of-view associated to the cavity array, given by $\\lambda / L$, where $L$ is the periodicity along a direction. This field of view in 2D is plotted with a white circle below." ] }, { "cell_type": "code", "execution_count": 13, "id": "e658f1b2", "metadata": { "execution": { "iopub.execute_input": "2023-02-03T03:34:33.807885Z", "iopub.status.busy": "2023-02-03T03:34:33.807719Z", "iopub.status.idle": "2023-02-03T03:34:34.017264Z", "shell.execute_reply": "2023-02-03T03:34:34.016544Z" } }, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'normalized $k_y$')" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1)\n", "cavity_rcs = np.abs(sim_data[\"n2f_monitor\"].power)\n", "ax.imshow(np.squeeze(cavity_rcs).T, extent=[-1, 1, 1, -1])\n", "\n", "phis = np.linspace(0, np.pi * 2, 201)\n", "ax.plot(np.cos(phis), np.sin(phis), lw=8, color=\"w\")\n", "Lx, Ly = nx * alattice, ny * alattice * np.sqrt(3) / 2\n", "ax.plot(wavelength / Lx * np.cos(phis), wavelength / Ly * np.sin(phis), lw=2, color=\"w\")\n", "ax.set_xlabel(\"normalized $k_x$\")\n", "ax.set_ylabel(\"normalized $k_y$\")\n" ] }, { "cell_type": "code", "execution_count": null, "id": "815a2ef7", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.9" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": { "271842bd15e64d86a0c721a87a2c0ce5": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "2.0.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border_bottom": null, "border_left": null, "border_right": null, "border_top": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "45c8191a2da44edb8e55b730aa828d75": { "model_module": "@jupyter-widgets/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/output", "_model_module_version": "1.0.0", "_model_name": "OutputModel", "_view_count": null, "_view_module": "@jupyter-widgets/output", "_view_module_version": "1.0.0", "_view_name": "OutputView", "layout": "IPY_MODEL_8f72ee6eed3042519ea8b77935caa643", "msg_id": "", "outputs": [ { "data": { "text/html": "
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🏃  Finishing 'L3_opt'...\n🏃  Finishing 'L3_opt'...
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 monitor_data.hdf5 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 98.7%19.5/19.8 MB5.9 MB/s0:00:01\n monitor_data.hdf5 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 98.7%19.5/19.8 MB5.9 MB/s0:00:01
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🚶  Starting 'L3_opt'...\n🚶  Starting 'L3_opt'...
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% done (field decay = 1.42e-03) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00\n% done (field decay = 1.42e-03) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00
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