{ "cells": [ { "cell_type": "markdown", "id": "66dbb45b", "metadata": {}, "source": [ "This notebook shows how to make a column density plot and a temperature slice from a 3D Cholla dataset.\n", "\n", "### Before you start:\n", "Did you follow the instructions for installing the `cholla_utils` python package?" ] }, { "cell_type": "code", "execution_count": 1, "id": "68c7353b", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib\n", "import matplotlib.pyplot as plt\n", "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", "\n", "# if the next lines fail, that means that you forgot to install the cholla_utils\n", "# python package\n", "import cholla_utils" ] }, { "cell_type": "markdown", "id": "7b809237", "metadata": {}, "source": [ "First, we'll define a couple constants." ] }, { "cell_type": "code", "execution_count": 2, "id": "801c9bda", "metadata": {}, "outputs": [], "source": [ "mp = 1.672622e-24 # mass of hydrogren atom, in grams\n", "kb = 1.380658e-16 # boltzmann constant in ergs/K" ] }, { "cell_type": "markdown", "id": "1b60a8e4", "metadata": {}, "source": [ "Next, we'll read in the dataset. This notebook assumes you have a 3D dataset, output from a hydrodynamic simulation. I like to explicitely define the input and output directories where the data lives, and where I'd like to save my plots. (These must exist for the code to run.)" ] }, { "cell_type": "code", "execution_count": 3, "id": "7cccd576", "metadata": {}, "outputs": [], "source": [ "dnamein='./hdf5/' # directory where the file is located\n", "dnameout='./png/' # directory where the plot will be saved" ] }, { "cell_type": "markdown", "id": "5f6f32b7-3ac8-4e62-afa0-3da04fc01035", "metadata": {}, "source": [ "Let's define the path to the hdf5 file holding the simulation dataset.\n", "* if all the data was concatenated and placed within a single file, this is easy\n", "* if data is distributed among multiple files, this should be set to the file ending in `.0`" ] }, { "cell_type": "code", "execution_count": 4, "id": "2ef27f45-380a-4dc0-9ea5-f26be7ccad23", "metadata": {}, "outputs": [], "source": [ "snap_path = dnamein+'200_512_f32.h5'" ] }, { "cell_type": "markdown", "id": "c4766750", "metadata": {}, "source": [ "If we'd like, we can get a dictionary of all attributes that are attached to the file:" ] }, { "cell_type": "code", "execution_count": 6, "id": "e6c50624", "metadata": {}, "outputs": [], "source": [ "attr_dict = cholla_utils.get_native_root_attributes(snap_path)" ] }, { "cell_type": "markdown", "id": "190fdc46-8f8b-4b46-b5e6-b16d40b9afc3", "metadata": {}, "source": [ "We can inspect the names of the attributes by printing the keys (be aware that some of this information may vary between Cholla versions)" ] }, { "cell_type": "code", "execution_count": 11, "id": "6b9c6de0-b424-432e-b27a-ba0c29c9e6e1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "dict_keys(['Git Commit Hash', 'Macro Flags', 'bounds', 'cholla', 'density_unit', 'dims', 'dims_local', 'domain', 'dt', 'dx', 'energy_unit', 'gamma', 'length_unit', 'mass_unit', 'n_fields', 'n_step', 'nprocs', 'offset', 't', 'time_unit', 'velocity_unit'])\n" ] } ], "source": [ "print(attr_dict.keys())" ] }, { "cell_type": "markdown", "id": "32056482", "metadata": {}, "source": [ "Might as well see what datasets there are too, while we're at it." ] }, { "cell_type": "code", "execution_count": 10, "id": "df4abc63", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "('Energy', 'GasEnergy', 'density', 'momentum_x', 'momentum_y', 'momentum_z')\n" ] } ], "source": [ "native_fields = cholla_utils.get_native_fields(snap_path)\n", "print(native_fields)" ] }, { "cell_type": "markdown", "id": "1c960e19", "metadata": {}, "source": [ "Now, we'll read the attributes into variables. The \"unit\" provides a conversion between the simulation data in units the code was run in (the density could be in M_sun / kpc^3, for example) and cgs units." ] }, { "cell_type": "code", "execution_count": 12, "id": "281edd8e", "metadata": {}, "outputs": [], "source": [ "gamma = attr_dict['gamma'] # ratio of specific heats\n", "t = attr_dict['t'] # time of this snapshot, in kyr\n", "nx = attr_dict['dims'][0] # number of cells in the x direction\n", "ny = attr_dict['dims'][1] # number of cells in the y direction\n", "nz = attr_dict['dims'][2] # number of cells in the z direction\n", "dx = attr_dict['dx'][0] # width of cell in x direction\n", "dy = attr_dict['dx'][1] # width of cell in y direction\n", "dz = attr_dict['dx'][2] # width of cell in z direction\n", "l_c = attr_dict['length_unit']\n", "t_c = attr_dict['time_unit']\n", "m_c = attr_dict['mass_unit']\n", "d_c = attr_dict['density_unit']\n", "v_c = attr_dict['velocity_unit']\n", "e_c = attr_dict['energy_unit']\n", "p_c = e_c # pressure units are the same as energy density units, density*velocity^2/length^3" ] }, { "cell_type": "markdown", "id": "f0547a23", "metadata": {}, "source": [ "Next, we read in the datasets themselves! For this example, I want to make a density projection and a temperature slice, so I'll read in the \"density\" array, and the \"GasEnergy\" array. GasEnergy is the thermal energy density. Note that some datasets don't have a \"GasEnergy\" array, but it can always be calculated by subtracting the kinetic energy from the total energy." ] }, { "cell_type": "code", "execution_count": 19, "id": "8686e3c7", "metadata": {}, "outputs": [], "source": [ "d = cholla_utils.load_field(snap_path, field=\"density\")\n", "GE = cholla_utils.load_field(snap_path, field=\"GasEnergy\")\n", "\n", "# we could achieve a similar effect by writing:\n", "# >>> field_dict = cholla_utils.load_field(snap_path, field=[\"density\", \"GasEnergy\"])\n", "# >>> d = field_dict[\"density\"]\n", "# >>> GE = field_dict[\"GasEnergy\"]\n", "#\n", "# importantly, if we wanted to only load a subset of data into memory, we could\n", "# write something like\n", "# >>> d = cholla_utils.load_field(snap_path, field=\"density\", idx=np.s_[:, 3, 4:-2])\n", "# In this case, idx expects an index tuple. The previous line shows how you can\n", "# use numpy's ``np.s_`` construct to convert a numpy \"index expression\" to the proper\n", "# format. This technique is important when working with massive datasets that exceed\n", "# the amount of available memory." ] }, { "cell_type": "markdown", "id": "6ef78bdd", "metadata": {}, "source": [ "I want to make my column density plot in units of number density (hydrogen atoms / cm^2), so I'm going to convert the mass density to number density. This requires that I assume something about the mean molecular weight. In this case, I know the simulation was run with a mean molecular weight of 1, but beware! Some simulations may have assumed something else (mu = 0.6 is common for simulations where all the gas is assumed to be ionized, for example)." ] }, { "cell_type": "code", "execution_count": 21, "id": "5cabea29", "metadata": {}, "outputs": [], "source": [ "mu = 1.0 # mean molecular weight (mu) of 1\n", "\n", "d = d*d_c # to convert from code units to cgs, multiply by the code unit for that variable\n", "n = d/(mu*mp) # number density, particles per cm^3" ] }, { "cell_type": "markdown", "id": "479e4528", "metadata": {}, "source": [ "Let's see what the minimum and maximum number densities in the simulation are:" ] }, { "cell_type": "code", "execution_count": 25, "id": "2b6e1aeb", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "n range = 5.926918e-04 2.921435e+02\n" ] } ], "source": [ "print(\"n range = %e %e\" % (np.min(n),np.max(n)))" ] }, { "cell_type": "markdown", "id": "736c8079", "metadata": {}, "source": [ "So our number densities range from 0.0006 hydrogen atoms per cubic cenimeter to ~300 hydrogen atoms per cubic centimeter." ] }, { "cell_type": "markdown", "id": "66fa3a4d", "metadata": {}, "source": [ "To calculate the temperature, I'll use the thermal energy density, which is related to pressure by P = e_th * gamma, convert the pressure to cgs (by multiplying by the pressure unit) and assuming the ideal gas law, P = n k_b T:" ] }, { "cell_type": "code", "execution_count": 22, "id": "05f684bd", "metadata": {}, "outputs": [], "source": [ "T = GE*(gamma - 1.0)*p_c / (n*kb)" ] }, { "cell_type": "markdown", "id": "664bd0b6", "metadata": {}, "source": [ "Let's pause here and see what the minimum and maximum temperatures in our simulation data are. They should be in Kelvin, so if we get something that's not between ~10 and ~1e9, we may have a hint that something has gone wrong." ] }, { "cell_type": "code", "execution_count": 23, "id": "79cd8887", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "250.40210778793897 32938641.21378435\n" ] } ], "source": [ "print(np.min(T), np.max(T))" ] }, { "cell_type": "markdown", "id": "f43c6805", "metadata": {}, "source": [ "Between 250 Kelvin and 33 million Kelvin? Seems totally reasonable for astrophysics! Next, I want to create a projection of the data. A projection is a way of visualizing a three dimensional dataset in 2D, and involves integrating along one direction. Doing on-axis projections is simple, because we can use numpy's built-in 'sum' function to do the integration for us, and all that's left is to multiply by the width of the cell. In other words, with a 3D array of number densities, I can create a 2D array of column densities using the formula N = integral(n * dx) from one side of my dataset to the other." ] }, { "cell_type": "code", "execution_count": 24, "id": "aa1d628c", "metadata": {}, "outputs": [], "source": [ "pn_x = np.sum(n, axis=0)*dx*l_c \n", "pn_y = np.sum(n, axis=1)*dx*l_c" ] }, { "cell_type": "markdown", "id": "676a88a5", "metadata": {}, "source": [ "Let's see what the minium and maximum column density in the dataset looks like for our x projection:" ] }, { "cell_type": "code", "execution_count": 29, "id": "d2513569", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1.719910996232117e+18 4.957522092696697e+20\n" ] } ], "source": [ "print(np.min(pn_x), np.max(pn_x))" ] }, { "cell_type": "markdown", "id": "13012529", "metadata": {}, "source": [ "Whoa, those are big numbers! Maybe we'd be better off plotting log values." ] }, { "cell_type": "code", "execution_count": 31, "id": "8c6c99ca", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "N range = 18.24 20.70\n", "N range = 17.56 20.65\n" ] } ], "source": [ "log_pn_x = np.log10(pn_x)\n", "log_pn_y = np.log10(pn_y)\n", "print(\"N range = %5.2f %5.2f\" % (np.min(log_pn_x), np.max(log_pn_x)))\n", "print(\"N range = %5.2f %5.2f\" % (np.min(log_pn_y), np.max(log_pn_y)))" ] }, { "cell_type": "markdown", "id": "962324f6", "metadata": {}, "source": [ "Cool. I'm also going to use the minimum and maximum values to set the color scale for my column density plot." ] }, { "cell_type": "code", "execution_count": 32, "id": "e5d316fe", "metadata": {}, "outputs": [], "source": [ "pn_min=17.5\n", "pn_max=21.0" ] }, { "cell_type": "markdown", "id": "7c3bcfda", "metadata": {}, "source": [ "Great! Now I'd say we're ready to make a plot." ] }, { "cell_type": "code", "execution_count": 39, "id": "ca930090", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "image = plt.imshow(log_pn_x.T, origin='lower', cmap='viridis', vmin=pn_min, vmax=pn_max)" ] }, { "cell_type": "markdown", "id": "bf5e2e18", "metadata": {}, "source": [ "A cloud! How beautiful. But, we'd like to know what those colors mean, after we went to all the trouble of converting the data into number densities. So let's add a colorbar. For this tutorial, I'll need to redraw the figure, too." ] }, { "cell_type": "code", "execution_count": 47, "id": "a7c7ba69", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "image = plt.imshow(log_pn_x.T, origin='lower', cmap='viridis', vmin=pn_min, vmax=pn_max)\n", "cb = plt.colorbar(image, ticks=np.arange(pn_min, pn_max+0.5, 0.5), label='$log_{10}(N_{H})$ [$cm^{-2}$]')" ] }, { "cell_type": "markdown", "id": "dd1f3c09", "metadata": {}, "source": [ "That's great. Let's see what the y projection looks like!" ] }, { "cell_type": "code", "execution_count": 49, "id": "5536197f", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "image = plt.imshow(log_pn_y.T, origin='lower', cmap='viridis', vmin=pn_min, vmax=pn_max)" ] }, { "cell_type": "markdown", "id": "9e9b56f3", "metadata": {}, "source": [ "Stunning. But, it might be nice if it was a little bigger. Maybe if I explicitely set the figure size..." ] }, { "cell_type": "code", "execution_count": 54, "id": "167eef38", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(16,4))\n", "image = plt.imshow(log_pn_y.T, origin='lower', cmap='viridis', vmin=pn_min, vmax=pn_max)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "4de4573e", "metadata": {}, "source": [ "Now let's try making a temperature slice. Slices are a little easier than projections, since they don't involve any integration, just picking a location along one axis. Right now, T is a 3D array of temperatures for every cell. So if we select the ny/2 location for the 3rd axis, we'll get a temperature slice along the y-midplane. (Note we have to cast the index to an integer, or numpy will be grumpy.)" ] }, { "cell_type": "code", "execution_count": 65, "id": "3581e952", "metadata": {}, "outputs": [], "source": [ "Tslice_xz = T[:,int(ny/2),:]" ] }, { "cell_type": "code", "execution_count": 68, "id": "62575518", "metadata": {}, "outputs": [ { "data": { "image/png": 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1thLNyYqlnQPWcMoVew2nPALK8cqT4NXKm0NddM+NXXc43adzRew1BfncMa4lwSvrL4mApfOW3PVPt+G05e/cPq7VN4FDueppkEI9tPxzxr52/y7JU7EUPlCr/5J2nVe31vvmuCSMoNaOxxACT9VueQ4vG1VbvyuOA29XUfwisXafHxvTf2qsLrFEX1L2mvt9eV2Z0FH7+rbyNMR6K6E7Naw9D29ikb/0t8fmZdFr38QT4rE5Ar5atvBH4Gmt/f8sgK8B+D4AvwTAH4UY00FEGwC/F8CvAvAKwP+LiP4EM79+ygZYnCQDmJkB/AgRfQzgB8Kx/2po8BWA/z6A/y2A7wXwd82lfw/ANwFUyYA9XuJP47fPjn8/fgjfjx+6rBcNDQ1fSeiLxe5Lrp82gQzYObGoW/d/X3mfX5oDoPZ77XqLcy3JducAKuiKWl6AWju1jDXCokYEvA2vgHNQ97xYJwL0eC3W8ynbm1zwBaetuZ8fdIyWPFcei1Px/U/dR4+UoFMV8zeJ6a+RTucTOnkyyqX6zyW03nU8JSGg5Z06p6x/CeVvJ8OcVrYmPAelEn5pWY8dy3IdfOokf29L0T7HHb7qQXLiPtXeCZciEbtvZ0W/ZEzfdN6fU95TlKvnvK18JV9pPK0Q9U0A/6ugY/9/iegbRETh+w8C+CvM/HcBgIj+PIB/FMCfedIWGDw6gSAR/UMA/tcA/gMAPwzgfwBgNKcwJFS0ii2e4dfhdz22+oaGhncAav3Xrf86o0T3JHb0NRKglnW/dJ0/NwmgRc1qYz0CzhH4BtI+CKYFbwCbpyBrF1faseAFcI5ngW3zuaLR0nZ25fVr3gBrbTr391od5fVu4ZyalWStPlVqS2GUsX7fH+NtUc+bcBprVq78eq4KxDKX55b0/Mr6iC/3nzEh3wujVsfa85aes7r4/hhSwV5bQ0lcPLYeO89ycu7zUSbfFG+ixJ4q5yn7dI6SeC4hcI6yvbQ14RppUPb3i7qntv7asUva9Db6UI6tD99LxeQxXiKylhBq+U3Oufap8dRlnjMmb1Lne6/4l1hx/f9Df+JT/C//xKe1nz5eLI75D+hnIvoXAfyNQAQAy8b1t4ZHkQEhOeAPA/iXmPlPh2M/AeCXmtO+G8DfedMGNjQ0vBvogsI/GEF/AMEBGJCU7EgInEkCrG0NuOZCf447NpBeijY04BRrLvHPc9fvU0TAqXY+hgS4BEuu6+fiscrtKZxSIE/h0jYsWZFrhMBjlNNLrlFBtqYe13YIKGHdt30oo4Pcq3Pc8C8du1wplradjvk/H4/xFHgMLiUEShf3RLwt36MlUuexgvipdekSN/LHPrelEnxuWU8d4vCY7P9rOEUclARELVb84nUolPfUuw28ibv7m7qv11D2b8nN/dz683fx6TXyHCx5FzxF2W+CJfKt4alBi2ECv/mf/gi/+Z/+aHa8+y//tZ9dLZHoBsDvA/ArAfw3zE+MC4zrT4HHegb8HgD/DDP/BXPs/wrgtxLR74SwGrfM3MiAhoYGOIjb/w6EW8Is479V6DXJHhe/1VzrLc5RsNcIAPtbsmzm32soSQDdMtDGJWtoQJn07xwSoCZc19pfu3atrbENszKXhZvzPQqWURvnU+edU3YtDvzU/V2rt+raitMeAmtlPvZ3Oafu9m+F3VOhGLUynmp7vrwdmj9AyrXEw5qHwKUqz1MSA0/lIZDKW58jtV0HLs0F8XlbPB9DDK3VW1OYL63vHMJhybr/1DjH9f2UV1JtrJ5iS76nwlKOh6fGY3MIqEfAY3HpteeQfYq153XtPX8KXwbl/22FYnyp8ITPHhFdA/iPIN71/zAzP5iffwJiUFd8N95iiADwCDKAiAYA/yCA/w2lDFp/nJn/h0T0BwD8FQAHAP/Ck7WyoaHhKwUHYAuHHUis/kBMAqjJ/0oXf822X9sasMQp1/4lJdsK90vKnrbffi+z/5fn2DZToeysEQHnEBWnrP/nirfnCNZljH/yilBl5TLo+Xb4znmdrtVzieBThkZcMlbn1lOWW143I6ni97lSnM6pt/RUHoA1WEJgCh450xNatWoeDDUvAYUlb2o9qs2dNczvA83qrKH0XqjlG6i16xzo/LPK/psKzbaMkkRYT+51PuGgZT2Vu//S83TqObskbvrc8IFL6zrlMVae83kRD5dgzdKuv1+Ct618antr7V5r8xehFJ9LBJzCl0GhfwzeCxIAABigp42T+ZcB/Hlm/tcqv/0nAP7dkKvPAfgvAviXnrT2AmeTAcz8w6euY+Y/COAPvmGbGhoavoKwjLwDsAPhhoCNy63kQG7d18/qEbCG0itg5jbPy7/V2psJccXvmiMAWBH8kJMYs/ZViIBaEsM1a7a1wqji9JQEQDo3JwKeEuda5ctzH2OBqnkIPAZlDPhjhLWyDWttOkUErEGtU5coa28aH14+E/b552wu5V4C8jlZ4cv8BXq8PFa7F2tkn9ZzbriLJQVqXgK2DuD8+VWGDKzhXIW9JBWWrlvyJFkr1+KxymINj32G1rDUviXi4VQ5p+pY83CYzcUFL4G1Z/TzUAifIn/Am9R9yfq0RAis4fP0Cnjb5Ty2rrcduvDeEAAlnnY3gR8E8I8R0a81x34/ADDz7yeifwOyW18H4F9j5sNTVl7i0QkEGxoaGhQ7OGwAfOQoWv5LBbm0lCvUrb6GMvP+UiiAHjv1CiTkwnwtDMAKHkpO2N8HyvMBSFkUEwRKW3l2XImAZfd8W9782AR5K5yjUNbKvwRrwtcp5aokS9YU4rVXq1/4XIZlLKHm0r9mgT7VDp1fa5ZiVXhdcZ09r/QIyO/ZnJCZexrkFvjaNediLQHhJbGo5fGasFh6CajSveTqX1rsa+NRI+lKZX1Nsbew90fbZXc5Kdt2Can1lMqW9fDoZq3IvTIuxZLL85pr+GWE47yMNWXvXEXnHA+CU+ecIhDOub5GCCjW8gnUcE44wGNyPJzyErikvKfO81DiFAFTnrOkpF5CspXlXKJYn0v2PRZr+WOW6nlKYuC9JQEUT8ixMPN/68TvfxLAn3y6GtfRyICGhoaLoBZABxGWCYjhAFvHcMQxKzCAqsXcguILLoFR9x4A5oLEXNnK22pRa0YZGgAgJjOMv1XCAFKZiayI9VJ+rPQIuIQIKC3l57iznvPOOsdiWrPYLpdXx5Ing/W8WLt+qZ6zBGo8Lsa/rMu2/xzvjJnHSjy+TASU0DYvxhEXLVgq65zxql176XidIygmRbZu/U/3K1n0LSlAQCH8Cyyxp/VcQgqc87zkdVmle8lN+PGEwLnKy9JYAI97trTuU4RAefySeh4TLmDxGEvoqbG/xOJ/qh4sXHPJloeXEgH6/Sk9Dk7d19Jr7tJxupREOkUKLM2Lx+TmeKx31tvGY+q4NDzoKet+p8B4as+ALxUaGdDQ0HA2HIANHHoANyDsHHDVeRAxiAAf3vBKCCwp9VahFjf7BI5/6x4BtVAA605vUSpzpQfA0tLexXZxbGPZB3X/r9VvcxasJQmsKY1LlmRpM80EoyXFs7w2XV+3JM+Fy7rCUyqXp4S6GplBkJ0kdF/6gznLkjPnlF27h7ZtlxACqqDacufETW6xXmubj39zEmB+bv2Xc4X4c+ZWHm5SzovzPDFqOMfF2pabex7Mrds2lMCOmx13+wzUngWdV3WCcE4KWMXdEhUlYVX2Reqi1WfO4lL39ZogXxvTNBbzvpVEyak6td41C/w5Sue5XiW18/XcNQWmpuTVcE4+hTU81vqNynVr+QQek8/gMefVzjlFsFxS7rljde75tXl0SjHlbP7P83Q8lYJ8Ls4Zv1Nr7pt6Fl2SzLB2fgPwlAkEv2xoZEBDQ0MVDkAPwhD+6TI4QITtjQN6I9QwI3oEuAULSOklsJQssLZd4JJiXbOExXKK7yUpUH4nkr6VYQt5e/LtAcu2AWkPmFNkRa1t9vOSYlEra0lpXTq2bik7z8q7VL8d3x0Ivfm9A3CE7JujSvcOhAnAvlCa31Ys69pYWUKg9vvasS4Kmct1Vq2GTyycZs+HncsLwszaGJ9S6lQZvUTZsucuETqiiAshYH/X++OhWyQuEwN6nQ2vSWRErjiXbbD1lGXX6tK+WBJj7SlaW7fydiwr5/YcJVeAvG81UuscRWxtTp7jnXQJSVRef46nwDku05du6biEc8ZrLaymRgow8VvfGeCxBAiwThA8pRv6YzwLrIJfDc8wz8va/HiqbQe1TWXZiseGqZS/P+W78JJdENba9F7hbQgjXxI0MqChoaEKgmwFeAXCTcfV+HlV+i0RoCi9AhR220AtbymUwLrZx2NFHbacsv5ZebBuygn6UhOSw1gjCxIAQJYDAMBsVwBbf40MyMIRirb67DNn9eiZ58RZvwlqREDpUbBEqtTadEXAVcfwLPe5d4y70eHbXtTADsCVk3Hdc/2+LcHWnyuMc9TDLup9KrfCK9ukluS5ApkLbdaifQ4emwzK1nmpvLLkAhz7cKbScip0Qsu15ytOEQLSznXCZq2udN1c+VgLhdHPnSEFyrIJiWxYIhpqWFqvau7+Sgjk53M2Nzwo83Yqx652f85x8b9kf/VzleZTv12qGJ6LJQvxueVdotCV82XJS+AU1kioNZxrCS7PW/MiWUtIWXpgPMab4lxSsiQfa3Weq+gvEUOnQmJO4Sl2Dlmr/yn00se2770jAQAA1DwDGhoa3m2o690zOFxBFHaCWMjlX+5GCwSlySZIQlKepyJngKJU+Kn4vXZOLL84fo51qkQtNKALxzcOUXwoExcCcw+FkpQ4hxAAktcAMBf8z7Xcn/ICWLJmWtQtWXOiYa1N54jhrxi4HzUhG3DbyTjfEuHAMh5TMZ41xcsqcrVX8hpBsRR6sW7Br3kDJDKpvL7WplPhATU8xlK1pniUSsfSvKrOXyX7jHdB9P4pz72gXBHm1yy6uVLLC+dPyMf9lKimbeyQvArKZ7d0+7fX2XptnbqulOEJdWVzGbUtDRl1JaBUYhgcCYGyjKXwAYtL19M1kuAcZWFNWX1qZeNcpecp3cbLe7akZJ/jJWHPO2VlPpVED7isn+eGd6xtc3lp6ECt/PKYPne168s2nYOnIDXKddh6J1wSenUO3pbXnC2/wYABbjkDGhoa3iXkAmNKBngF4LpjbDojNAarvwrlauG1SAp0jnLpVA8AMt+XsEQKZG2ndEyVdPuSnClGlTIchPzQ0AC7HaAiU+q5tOCnc2Z9KI5fkonf1r1+zWmLhqK08Ov4lONRlvFYocNDXP9VWRpAGFlsNhtiHDSvBJDtxlBv+/z7eeES5fdlBd3Om6VyloR4Rp38+bJjMaRgAed6CpyaM6e8SmqEQPlZz1vzuqnBmdqnyu/neDnUchjY9pbtSdfNkbwA5kp72Zb5mpYsoBxGrczFYAmVtRCGWp8vifUv21PDmrL6NmK4a5bv+j24vM2XhBmcCrc555oa3jSp3CkL9tIvpedKrT1vQgwolsapRn7Zaz5vj+6ld2ZJCpTnfpFKd1P4L0TzDGhoaHgXoEp/B4njHkB4HmL/B8cxESBzssSXiQBrhECNCLC/AYkIKIX82DZKCuHaxl1kfrLsfS2fQEkE2NhhyQ2QwgIsCVBaC60ngCoPa2SAVXTOifvX+mpnzl3Rly1vS0LGmtuyWmmthfNcRXsJdkx2IGyQ+vHKh1wUJHkDjmC8CGNeU8zO8XKw5ynOtVwvXV/iEgHT3veah8I5qFkEURxbKrNsa+lW64vflQQ4p30unO9ZBPEh3FmrtKb7Px/1rlA91sSrcq1Y6rfWMi2cu1aHtv8IrhKHp8g8PaZ1u7C2zsmr9AzOPVVy1HJP2LrLLUa9Ue5SWfPdGmw73gQloTjHXOl5Ezw2fGZpi8tLy1pSmC/JPfC2FK9zt5urYW18TrX3lOdKrfxzvEYeE+a05PF3ihg+B2963/J1eD5PxLvp9L17bPjFqfIaLsDnzTB9jmhkQEPDOwpV/EUwTi8bdZHdgWKMfEcMF94OSgQoCQDMlf1MED3DI6CECvn2r7XE5/nczXHjCVD21SqSa6KZKgriDbBuacx2BVg6B3pOshReYt8qiQctyyFXCKg4/5RwUHMnre0QoMeeSjiokSMeknjSgsxva9CZsKYcn4OadbSGx45DjQCqEQFrinxNqXisFan0kFn6/RIiQFF6BlyihjxWFT3XMwSYewvoWngsLO75FoZYWHUQfk/X2rvUFc+UD6rj0ti7YM209dYUF/1N66slPFxbZ9aIyBJ2XThn7V7aacSuVS68Xzxy74u157fmHXCO27vU/Xil2OIcZXjNO+Mp8RiPgqfG2jNRQy2cwbrtn7MNpOL0uyGRNLV2nvKqqc3Fso3n3ttzyOJlr7J6+WUSwi8C5Zg+/Sz/ioDRPAMaGhq+WuiCIHYDhwFAT/OX1U3H6F3yBPB+2QugtNQT6lmqL3X/ty/wtZeMs4Wj/oKKHg1YtrIDQgAMJN4Q6o1QDQ0oiADrGVASALk3Aq8KvGW7l0iF+raA+nm9j8A8XrhEmR/Atmle73kiQK2/ezCOEAssEdCzjP/gGDRRdf6UbSmVaps7YN7e5e92zGqC4iksnXNKRFiaB49xZ7XK52R6UFMayvamDNy8WG8pCJdlEtddc9cwD0W5jDCzqN3z3CshJ7kmABsQdshd+hVj+Fdu4Zm3v04EAEmIUlV0AuMQ1kfNP9CZMrpABvSg6vNv66x5W9icBqmv+j2fGxoCdgp2K0XFufdYkyvaNm1A6EN5E4D7yt1emvuPVeaXrnusi3qpuJ12p6//dukWbrVtP8/BqfZdutac6yGwVl/52eNx3hRrhKiGC9jfap5HWts5/XnsVoTnzrVTBK+uUWtr8ZuiZixIdS3D/rb27n4n0XIGNDQ0fJnhAGzgxNJvXow9RPl15rw+JATszE4A1hPAWvqXEukRCI44CwEgJBKgptTZcmvb8y2hJvwzgK1jfHA1wXtp/2f7Doei3FKgEQthnh8g7lhg28f59bbeJSLAEhvnCF1rioDFY7b5k+v0ePIyOPdVVpIbUsr89yVhYgJHQmr+mxAwhym31JZ1LMGOW+3aNUFLx8RuWXeqznPIKuBy9+vHhCUQNBGj1NUF5fMYCKilebCqxIRtzmoKpS1Dz62hNvbaXnUNrnkpLbZp5bdz7oNa6BUTgGnFyjb3Ejh/Xo5IIUgdtM/pOh/Lz4+l9qZzyn7AkDa5QmXPmZMCcozi+SVqITS+WCdqa1+JmtJVtkk8H+aeBFz0qdaupfaXOEdprB2zFmtpU07knhOOdQqXKnGP3Wb0EldzxSVhT0uln7OG2vprY36qz3nIT2pJnisjX7tKYmBtHT+XKLnEA+SUQeCccAl7ztuYD/Xr3s65X31Q8wxoaGj48kKF/SsQBgDXcWu8pMTb18jggG3nk7AYPAImtapHpX9OAmTCVrYwql3M/B4V7jJDvSjsEzDbIaAsozxmT990jK99cA/vCZN3uP/kCuO0rCym0AAhQ0pyolRoSkWds99yy2ppwX6MMlOP508lJWE7L3/ZsniZQHyO8F87r9YOvXYw46ohHgyJzz4slJOXuSQc1ke4ptCUseOWELB11DwGSmXnsdbsc4TNpa3aSgWnC8+5Kq9H5KRKaZGr7cctFuOkrFklvwOqiQSpsotAzRJWWij1s5JDa+E1JaxAXXrFWCzdFz0+hX82FKC0FE6oe8HUnqv8O6NDyj3QFXVpGek6e6/mY6p1JOIkJx1LUoBNu+06WY6TvS/L5GF9y8b1sJp6DojSC0fXrQnqETEnBcoyUPltTUm/1Iq95sZeK6sMRXis18E5uIQUOKX4nTNea+u6WKnXCYEazlG8y7Xi0q0i7fn2s8biy25B9cSZtqZzvfmW2ri0W8ObhHW8SYjIU4XNXIJ3V1VGWMTf3R42MqCh4SsGB2ALcf/fBMWAKGyRt7JW9cS46jkpZSz/JjZJ88L3JQFYlXcKyrR4BNiX8bJXwMiJBFDiwUKvU0+GajnlWBDj6Dscjw7Xmwnu6PD6mNL0aBnqIdEHJUdDA+Rz4a7LucJSuuNfYjWsQQX4+Yu+dE3U4+uwlkU7/raOKSgKItTRatllX3MX4Bzl96kQggak8VMvAYIoTl0432Pupn0Ka+fW3MTL/lrBr7aVXD1EYzmt5dzFeq5UlsLmpRYmII2XKtbOKPV67pJQ64vflBCoKde+sICU42Zhx9a6Aeu52lYrlOucsFbj2tpRE8xrJNwpHCFx6zehLUpErYl2taSbtQSX2o4DEJOywsyVKdRfEntbMz9tOwmJWKghEQB1QsD2S3MRlO7Z9WR42t7U33O8VyZTpyv6ZOeNrj967FAZ37xsMsTK0yhXS8jLpGKOra019WfjKYmBN1Xmzh2vS8Z1KWdEiTXFe2mMLskbwQtz1YZ2TKG8mndKzchwDilw6p6s/f7Y8IhTbVoua5m4qBFra6SPlPfuKsQn8VhrwFcAjQxoaPiSQ6171u1NiYArY+mOChvPrfqaLK93HBV6DQ2wRACbl4SiZr3nlTeG/uQ5hRKk8hMRUFqOYn8rZZdNmL3AmNB1jH7iKEBay58rrrF95aycvO+nrblznPuqXBKI3uRVW7t2blFN8cHL1qDcGmk/2z7XhCm9fQTJVbFE/Iii8ib29jns1KlZnEvhp1So0vGalXpdeanhsb1bs5BNppelh8olgr9VEOVepHvuUB+rWnItS5TULLx6ry1hUpZfc5Mvcck4lmQMYz5ugMbvr+fEULJIc4EsExRJ4bBJAqXu9BnQccnXH3sve3Oeti/37DhNCCAr43xFYu51saYMp7tWehbU7mdOiHBsM8y1tt3679I21xTzNe8DYFkhrD2L58bnPzbs4SlwiXJ/zjq1RoQu4dQWmXLOqXrnxOQlY6g5BWzI2jnJOC+t51w8Ngzksag9G6WX0KWEwPsKbp4BDQ0NXwQ6EHaQEIAdlW74YulmJGUbEAXLusATgOvep0SBIHgvFnGYa62FXJViaxG2L4wOIQFcaEeysudtnJgyjwDmpKiXFndbtr649TxrWQJkB4RNJ685PxGOk8Ph6OBB+HjwuJ8cXng5X8vyEO8EHZPS2l3rs22DflaBu6YUA/MXayksqau0WtSsImQJjFrZ9pxzRAlVYjTJl1jy5Fg/E7MQ2pPaZceCi9/L9pTHtiB8MHjcjQ4PHhg53csjkrW2dv1TWx9sHaXyPLfYz2Hvz5oHR172nDzIFbjL9mO37stTOLJHPaYc5rOtv4d1nRWkrf7k+T/AzyyeSkampyehQ7Lul2Non9mSuLAl2ee9LOcc8mVpvuhzbq30Wr5tl7bBrksTOHheUbDYS34GtdpPlf4cIPkbdoFk0HLlWrlmSSFSLw8P4DU8NiBsUOZZWE78eAolAWSPrz1t5TzN68/ntrW+Kgki1yhRks63z8sU1oJr5N4Aer3mxkDRVr1fE06vSWnbSULN7b1OXmj7lxW4JTLulGv+myqap5T9S1fQx6y4tWvWSNVa/pnaeJxKBllbQ/N35nJvyrX8HC+BS3DufT2HFLiUxLvMO2WeJ8Zlv+awJHttvX131WSDljOgoaHh88IGZNyA5fsmKv5JbF8LCZBzRFHvSEIDXGDI1SMAQEygVzpA1yzC9liZGC4K8eHDUtvmbm/plaNZtpOLX/jLgKe5Zd8zwTkPIo75CRwYcITeiyAflRJKQi+jonSsEAEK3ZVhYol7LTNk54Jg/WWp5MSaxc96gNSwbKERaAJJVVY4KDQEUVbWUFf+50RArZSaUsqc5sQxHLdKkf61glhp2U/9e9yL+NR42e81L4FzFYayDKBurS2F3nNcYq3VHkhWbh9+k3lFgfThjMCqKZBLJFzp3m1d/jtQJjCwuU7nSNl/Rc21vzaWpcV7rb32+pqAWiNjfKECatiMfQ5t2AiZv66oNSc6kjBuCUx777UunfNHCCG3uJYWfV175p4Sp5TVNQVF7r1V+NN81H/qJTKGMddcDUukRLKyz709tB1K0BCUbK4r7WoVXcs+b7FE9AF174Alb4AaHmt5Xiv/khXyXIv+udfU2rD0tllSvB/rvVKiltuh5nlSW5/XengOAV/en6cgfc4pY+l9tgb7TBDy8Jg1b4ElQuCdBgMtZ0BDQ8PnAgfgGRy2BFw5VfgZU3gL6d8lZVuVev196xh9x9C4MWZg8iKulVvq2YR+NYG0tK7GF0NRjm7Xp7/ptTbcoKZ4DwC2lPqZPBnk5CmMDxFwYMLEhL736DqOhIAHYSAP9NLjB084hIoIQoyItwKy3Akl+VG2zQG47Rg3g8dxIjxMhAdfcy1M1sDy+kQCmK0emTILYykQu6KMkqQoFYYehK918uu9l6SQI4DrUOhnvCwgcOWzjsXajgJLYAAPE0Xr/wEpP4BCBXcrtGl9VtivCe0lQSHnXb49Wm28a2WcIhW0rXbP+KQkr+UQWBcwSiJAxpAxFvNGts8jIfwgyqZYTeX8IzHASj4k5UkFux5imT6Ye6GkFUGez5uoYOcePi7UMX8e6oL/0nwHcgXMxtOXgmqpsGs/9G/KUZHc/I8QwlD7pUSGKu4OSSga47iL0m6PAXpPhZjReVN6NEiZonYI0ZCSC96DsYFYw/V6JcpgyjllfT0XqW3l1TTbrlAJGb2utGLWLJA+nDEhEbv2OSaId8AGFL1JjkieFIOZW/YvkMbNgYrxkc836KJH2WswXhd9LMuM70MkTxnE3/IRJ6T7Xo7DmyZpe4zluWzbvMzz2lKelSvmT6P0lM9+mWugJLnWLNtLJFXNc2UiRse5B5Q+kzo3bVmXhoCdQ3iU7bbtK9ufyloiYZ6OOFr2JEueAiUxoOfbNff9IwSoeQY0NDS8HXRBCHoOdQcFNk6UVlXoffF+KBP2KZQ4sMtV5xIREK0hQSFWlLsN1ISxJUsph+tt0sGJEbP1L2GDZGlTIdght9ATL9cLAA8j4Se/9QzTRJFocMToe0aPCZuO0B06uEkFuJDEMPTNKWFh+2L+KiRTuPRnP7oQAy9W0prrM1B/casysHXJw6MLZdWS/Ljir/1sLbGKD4mwcYyDFwX8EIiAI0QJVAVIhfSlMlF8X/MGqLW5C/O5g8yLAycioFQ4gNx6s0Fypy6FFm2DnQdWMVABxW6tWaJ2X8rzTln/07FcsLXn2baX8eLWHd16wtRAALpwhrpSIyinLihTXIwBQ5QXWy+B0HFykd6aMTqaaxh58jpdkzThI4CYrFSf1WS5nf9dIwLKcdL6yv7bdug1SxZYuzVgX8wDGyPbQckBJe/SGqE7MySSIb+/ORGSRt/ehwPUkyJfq8v5N4HxYL6rkmzbWBJctpzaM2mJp5yUykklWyfieZxdY/tFIFyH0VRyr3TPh7lGs7nrd47PtkDH+RpuRp5KP1LyT31OPJKHUTnvl0hUANiBcGPa/hI+rjEOkmRO50kZjlD38loO8Vmzrl6KN7H0X6q22GcMqK+VJQGX15/jlGdLbQeMtfLWMMtlwnOFX8ss114lf5W0LXHKa2Cp/UtYU+zXQgdOeeyci7VxLcky2ya7VpdEfG0HkncSzTOgoaHhKaELcgcRVD7sxbKdWauLrP5Wua69gAgI2f1DHaa8c2AV8doLp2ZJUI8Ae40zbbXKG5Eo4AxgICEMtIdj2Npwrf5MKWSx+v/MqwEbxxgcY+gYnWP0nZdxGBjjRJjY4Wi9ITB/cdfq1LYrQSPtFAV3YhWia2LOMhxka0fP8rpXi9xYjFVOANStFmXN1x3japjwrYc+EgH7ILCr10CyhJ5ny7qECNA29QCeddK/B0+BkKgLQaXiOCBlmy/LrbcvLyuFmixdsdwTV3mq1mLRl0os94ev1VMTMMtyhAiQ3UJsuWp5TVbmJAhbBbVU1HRsOlAkAwiJZEjx2fN29Ej3Si2w5fnWir8kcK55GpWkV3JhrSf4S7+ve21Yjw1V4q3ip2PJSFsQ6nNP8bzkPZCs3XPFGaZcGStLGM3vcenSvo33KIfWp0RITRjP+50s6CURsLS21rwwyi3SdqGeKf5bV4itUqHeAVIPhXkMbJHGvkQiAnJaISdrc8VPiIG0OiqZ9Tyc5Bm44zJ/RAodsP2V30+vfksJBZeIgVMK5KUqh91Odf5basspBbskVBS+8nutjvLYuYSALftSpbK2ZaYzv1n40Ar7XJbeYEsEWw1rCRLfBGtkUzmulxJO55AJueKfyED9bU78vPteArr71ruKRgY0NHyOGCBuks9B2DjJA+BIlFgLMm8Wq3TL9/BCI7H8W4XfLliaJ0DhwPAkVvSapckKR3J++l5aDTJBwTRd4/vtNnL271XHeLaZcJgcDhPFhH4bxzh6wt4o6+XLNb6wkykODICDO/zt1YTOedw99DKmHbDdeGw3Hoejky0UPXDwhAdvBEjbfuSYjODgAoGhY39FQi4cPeGe1fo9F8710wAhFbaa+BCEV8GN/gaavA2z6xQ1V/OUjBA4eKCbHG46xhUbhYFlrjEY3x6TC7klHlwmHKUY6iVFTK8rhZKP4LAJY6ThGCLwS4ywKl1qtVXlLCkuHAmycksxBZvjmhdC3T91v/cacQUkl3FgXvYY711SPpLSmFAjKwYQbsz310jPlSZCU6FqCsLrYOqoeU3sQHHuWU+Jcis+cYWVlu6NCKnnzeeRnKf9tOErQF1YtLkmOs53Nsldbc/LT6DXmkc5Koe2TD3PKuHnCr+aIFPn3AiOxMrRnKeuxA/gmUJarj/63PTQZyMPHdDzVIg+ALPfStQ8YPLfdN7os56IHx0bOTffraBW1lL99h7qsy+/iVJyDYchKN1HyFgRZItbCyWWSoUdQHw2tb2bUJ4NN9F+6Zj2oHBffMyHYcu9hQvJGlNfdD3xkPv0jfA2eu3TvX4OhxHAC0ym/5z1xno2KEFzE96od/BxyzqY89ZglahzdYrHuPwvPR8175vkfVa3iNfmptz3dL6GI9WV6NPKZy2z/2OgW6WuobazQCnbWJSE3hqZoWWt16/X5XXUsBY+8CYeJ+d6zOlxS6wskS5y7PPaH+ELRAsTaGhoeCysRa6HvEivOsbGMVxYTUvGkTmRAJYI0MSB8o/RhcR5RGKx1jh7SxDoMfs9EQ0hCZn5vXxZrL147FaE0W2Y05ppl86BROnfbSdgLyVzkL47AqYFar0Uoqj4jSB9V1JlCvkEPDM2gxzrHMMx4wiHjpPVr/byqikzukuChj84AoaOQRPBh/jEYUGB1bp6EvJH6qA4Xh6MLpA0qtwvoRTWVQHjMAaTl+0jS2iuhHJLQRXWbJkKQlI2liyAer26kQ8ku0zomE2mLB1Le20SFnNx+hKhylp+tR01Iin/PlfgTqGmuNvjmqTSIzy34byyHdpvbaftx1zYTJ4coqzkFqPSIli2C5hn6tfjSQGi4t7P77Uvflex8E3doKXs3KpUPuMw3+19PWXpTBnsE2rkymMEWGtJX5s7yeVcCZw8P0ZtrbH9UtJMFbOaMmJhvSX0+6Uux/Pt/2iW6DAREeW9oqrCpeXa+W7n7BKBlG9xmsg6hbbLEgoTUnkEwkDyfWTxllpbW0pyM79flN13/XxJvoBzrPM1lOR97bi2aem62nk1j4JEGkh/R8xj+/PzEwlYI/FLLLWpfFZLKOk79zi4XEHz4b6WRouyvpp3g/72VFh7FlO9af14G1hrwxIhUOKdJwIAtDCBhoaGR0GtpTsCbsP2fkAeDgAg+z76kNAvkACeUw6BbSfXdiaDvmeKHgGl0k+BNFAXyA4hPpIYXhPMaRuQlBotZ+0FtZYToERHjK9dT+g7j75j3FyNuGbC3UOHyQuJgdFlFnutXwVHSwhkbmwciISAcVLX+2CBGnwcJ++l3T1xSEJYF0at8nuEKNLXIHQs14GBjZfEjgcm3HTiLfDtkWK9ts0OwIfbCczA3ehw8IRjEE5dIAaIxGVWk/6VyC2wgh6ys0F0DWfgqkvbSHYdQMT49K7HyIRrx7j3FBNsTaa8UnjXdstvieioKawfgPDR4PEwpTCKA4sFUbOH30NcfDXevYd4RGwohF8gWWcPsMmMkiJR1n0IgqpuwbmjNFa6jaUqB9biaBXjUrnUuHwX+qzj3AHYEHDPYq08BGXzw0CojZy7lWvWeFXItPxbuJlilG+lRiGWXBLeqRVuQLJUlULsGglgFUqFRx42YlG3hKVPE+SZGJDIQC3flmXbZMMKakjJ/3Jl1sJa4co2l/kbGBq3zzH0xBJIV5EUEByQK5HAfGwtgah5Fk65kJeCsyUC9K8Vtu3nHQhbCnOJCQ+hddYzRAkl7YeN1S+Tqtk18yrUcgjPp+3vDuphI2tL8khISveS4Kg5D8rn6xjqqW1nWpszHZIHwgaEG6TdW7Zw8V5IIs30DL2Gn80NH8q7IuAFS3LBpfwJtXY5MDYQz4jX4KqXzqkyTh0DlkmCknQrCYvy3KXfat5q9lw9tqH0XcPN7DVCEMzLtvH/9tmxCrX2xW5HCnMuivPs93vkngq1cawpzTXlVb1XynXYYsljJ3ooQvt3noK4lh+hVk/ZDqDel6ckCC4lqs4h0d8ZMMDNM6ChoeFcDJCYXLVS3mg4gFlpZ5Z6JGWeIBZoR4A3Pv3lDgK6PaBYmPMtAx3y8AElDgAhG6L1HGKxjudp2YSz46M4tsH0qfgdAPrOo3MM5vC5UzJDFllHDEKHuyntAFAKyxYdgJuOIykxTg6Tp6iUbTqWvh46DM4LAcLiSDhWiICkuCVo3R6MkQn3oXwAeD06ydTOEioAJwqsxldbIaMjGXfdak+FnR7q1iofTllVdGzVAqNuz1bhPXoXxoPgRpkHdxPhCBHAStflsq9Lv6lSrrAxyQOJp8TEhKNPVpcdUsZwaTtlAljse4AqWYkA0szjpdCVssbrWG5IxvnggyUQKZO+1lWzrtpSffY5WSK17smUy0X7J+QvVJuDQGPOLfQe2jqVFLDeFmke5bPDXldLwKZtt+2xyusYWrAk3lhlt4yjT8J4rlStja29bk4oWWV+LuyXz2RZR9mH2jHph/TZPjfaT28+24RY9jnTLfGAOjEGnBaoa55X2VqBFOqizwIX55cKCZCS0Sq86cNknsFaW1TBd+ZYSY7UYNdPnYOl4kpAcOXP57Ntew0prCDvb60PQuYs5+lAuH4DDe2gSL6p117K8zDvXwpfmbvOryl4l+Bcr4HaOTWF9tKEgroeTeGDzgWdU3Y9yJNOnoeS1Lf11lDeCyEu09actXGwHiGnoASXvl9q7bVlWlLQkhv2tzXU8iNYLJWxRAQp3rbXQK2u9xPUPAMaGhrOxxaErzvCde+x7b1s5RcUdiC34NcS/PWdKiEqdKbr4vXm/Cl4BkwV1tImEYwhCaPEzY9Bgb8J9WXXc1j3OH7NBXu1wHKyOs0EfMq9B4ZeFPJxcthsJuy2R2w3R3jvME4OVzuHm6PDt15sMY2UCV0qRCQLmCh/H15NOI4k2/0dHZilbxvH2PYeL/cd9p7w9V1SXY6e8GDapR+tMmChQtoDZOBVyHqwbAkTxiltwXYVSAoGhbwQwH6ieMyRtJ/CXLg39dUEEx2H0iq0CQfVG8EzcJyE6Lif0jZzL8HR3TNdL99qr7eaK7xiE/4+mHM6kvwMoxc1jL30bwPg217GTu+jVQgOAI4s51mPABXcnfnbUyAFYmNSBoCUz0G2VDxA6lxK8mbdHZVoyPcwn4ctMIA9S7y9xtATUkZ6RhIs7faC2tupKLXcEhFA3B3AQ6zX2+z8ZE07Im0QqMqMUh7WXVfrKRUDrXkPsfCXCbUsKQEkMkB/V6XYKoxWea4J/ktEgKJGyuQkgO5Xn4glSxilvi0L3dqvXVAK9Xm3nhxal4q+HfL4dnWF56CYnLJS2v7X+ltuhyjb74X2clprrfVV67TjtAPhmhIxq0QHQZ7VUlnWeSP9Z1zBRe8TRp6/pLZVqt57XVdUaSy9NHrTLi2Dgerc0XFJ+T9SHoKSMEL43YHwEGL/Laz3hb6Lrkieq3uWNXOPlKPkIbRJywTkOTsghdJwUfYp1eCUIncK9lk6p55yTT9lbU5kUf6OnTgRYJobR+aElLwxZel9tHk4lvqyNc9d/qzla3Atwa2GW96tKL3nuNxbaL6DNQ8PW2Z5/0tSYAnpuuUcPOcQBGvz6U0U9SUi4f1W/itongENDQ1ruIHDBoQPHGNwwNB5dMT1XACGCLjaeFBQ2L0XN/a4k0A4r5bpuEosmN+dAzadh3PiJq7uTdOkCfSSxdraGycOSfGQKxRWEFLG/tnG4/XR4X5K7tQqQHTEUem9GTw2IWkeEWO3FSfDw6HHcezC1oCEcXI4TiLO9IRIVlilQtuqwsirBxFTGQCFgehDfPwn92ljr2FgdM6L2/xDh/1olQHEMmpuyNYynMY/v7EqTN12ovgfPKEjjjkCFAzCvZ97IySlLu+ntboNBDxwsnYTKIQ8AM8A3DOwZ8JtvAeiaD8gubbmwkRSQGwfU92SAG2eA8FFBfqI4M7OwP7gYgiLep0AqkglIUgz5G9I3FCTdS4pXluj4JWWOs3f4Eh2ZtA2604PmqG8h4RsjOCQWC/d24kYxDYRXN7H8n68RnL5V8vwAIrhA6rcaPlW6NXQnANy4XEDwgESCjCYMlUE682cE2FbFKse8nxaRd2Gtdg8DekZnvdPx7YWd65ISltS9dnU581n6StlY2FLtnt+W6HfVVto28NZv6TclIelVHhUobbPks25ACTlWBVeSxr1SEkpN6AQ1pLGxrr7nkLp6gzUFQ9tV/QGMcqzKmK7MDeARAapNT/uLlEMol2/e1B0jz7E8Ueca/a+LcHOs40ZSyUP9E5qv5X4O1Ru7prLtyVp9Lc++80SFvPCnfn3wMi2kWXoLitpC07t+wRGqbD1gTR4UyyRRvb3/Hvy7FjzGKi5utvv9l1TkgslCWOPxfvDKUQkzjczhTXcbQ3W40Trsgqy1Fe+K+seMWV7y2v0XO3DKYKAkXa7yWSo4rwambl2X2ptZczX2/q1dTLz3Lq1/nPOkXreXSX3KdHCBBoaGmZIL16JV74i4GvXU1S+VbEHkCXtU0tPR4yhn2QbPGJMnjB5B++Fii8t/VZALP/64tyOGH1vXx2MaSKpg2W7tw3mVmhN+jZCXkg1YVv7vt14PIwuUw5UKI0hDgB2g8d2mGJbu0AMTJ5wOHaB0JC2jSPF9o9cr1vJAkfA3ot12BFAXkINHAFHL8rxEM7tnOQqcDTh4eiAcW4pXSICSiwx+wxgG8b8YaK42wMg94lYlPdavLG6BZful6podiTJF6cpCYgqLPXE2Djg1Six7FtOrrW5W7uQStaKpIpA6b4r5VNUGpIqmKz7PWTuP4CjZ4oDgyklpdQ+SMw4RYG0J2DrJG8FWOY2cXJ13prG5IqYIFP0Apl2GMOWj5TqdCxttNnwVYGVZJB5Ijw7BmqhBICHcLc8kldBb8ZOnxdNnGbDP1RxTQoYZcJxSfroPSHkAl1t1iVF3BIH6UzGPC+ArXvJFR/m97y83EvACuxCas2VKamzLkSVXgtrz1a5zZ29bxbJXT3frcEqTUdwRqLoPFVyzN4TvWbNq0F/t+8ExM+pPUC9zXabRg3b0vW+jNO3ipcSARvk98KOtiogQujKHJ3MmTlJMydebXn6uw3fOcISlFonRcJL+7f0HtG/pbKm65fWr+TYGMgGvX+l2z7iNanuFMqTttGUz9JSu/uBzm+7y4bOlxKXUgRLhECNNNLPicwSlM9MuX4tKbH2t7XtQG3IWfmc61yxbbShWEuokY62/fZq9eHTHCK2fTr3ztnuUa+xn5e8R6awqtv3ypIyXT5bp+peIzCWrl9aE8+t29Z/zjmP8Vp572BfCu8gziYDiOjXA/iVzPzbiOgXAPhjAD4G8MeY+beEc34TgH8TQtj+K8z8Z99CmxsavlCI67LDLQi3jnE9MAY3ousA53JvAEsCOIiC3veMoROPgD4oxuOUL90UFEn1EFDvgC4kA5REeCk+3pGxPDkOSjGHEAXCNEks+TG4qncQF3Ox4sp11qVfXaw3ECHMKivfsRWvh9cPXXS97JgW4qIJn913GPYOH9wc0TmC9wTnpO997+Enwv7o8Oqhx4uDw8TrLD4gijEgFnhAxuE1J6VoQ8DX+rCTADHuHnpxxx8dRqboeWBjhoHTa72NLa5ZY8ZJCIldlwTjyVMmqNsY+FLYUQVAwzd094JNx7jaeNyEkIifOjocwfiUgWdM2HUeOxAYhG9zvg96yf6rkrtFsmzbfug4qPBn3ek1hhehfYMnvGZRYDadl+SNhRVOYfvvEJIdhvs4Bov+80Bk2GcocGMYAWxJPCR0l40xkCyOJJHjIcxHhpBBat3XLcFUMZ7Y4YhciNVx2cFahgX3QYFSt3AAM+8FDVoYTT2qRGi8tvU2sAqgjqsuF3bsjkEwvgqkxgtD0Cg5kYccJBCS+64V4lUx7pCUKxVAR6N2W+u79kM9NzTZY7I8Jtd5rVuVwaS8CQnpDUFTkg0lcmE6eQRQPJZfa13IrQJkwwIOpo8E3RoyZab34Zh6vrAZG0siEHKFShUIJYw2BSFh+1kqsUqSKZk6MWKolpIVIyRJ3haEWySPLNv3DsFyyzl5swFwDHN0E0ctr79M9NiZ44Ak/NT6tATdBvTBlFfmuziluMg9yL1rBlBIUqnrrpSipEAXWqFEj00yakNcrOeOKsX6vNp7Ms/RgbhGnCKItQ9rsM/UEmrPp/Y3vt+Le0fm7xB+8kheV7reWlKw1GvK7zoOjOSFRAibANnOYJnA0zY7yLxRI4gmJbSkhiU8HHTMeSGRbiJV136L799iPauBkYgi2xadl4ry+nN0Q312lkapVoY999wEhVLWvJZa7oicfElb/p5q13uP99kzgIgIwO8B8BsA/OFw+H8C4HcA+BEAP0JEvxrAXwXwrwP4ZQC+BuD/DOCXvIU2NzR8rpAXLWXCwhaEGwdc9Yzd4OGMBRgAvFlJO7PVW9cJEeCcuK2TA7hYdctQgTJEQMFA2GnAtNXkCJg8BRd8IQK8Ty6n87IoEQrFCdZDQFwEgyI+JUsssbHWkrZFLIUTA/AUvAUIx2MH1zG8o7jTgfb1yKlvNaiwu+mCJwWS8qyCwwZiLdfcCx6E46jx+qFtC+VbpcjCvkDt39qdUSs3gJjQ0BItUTgzharV23HFFZFCmcTonPS3hyqbQVAjKa9nianMhYnUBytkJlJiGSrMKXlhrUcaCrABYQjbZPpJ7qXDsoA5UCKwtH/aYJ3L5VaXtiyZf3KibvM4sfGWQfpbWjqTYkPBKmjrya2kqtxb67i4wct/U1ZeUh60daVyqm2wSO7raazn1iu5ylrsVCHQrd+WnhgbX5+7zOZJ8vS3kkDKQ0iSZwmZf8nymHrnsTy3rMv+UhK+uds4z4iANY+JWr1WSdR7NMRxDDtGBKLJ3gcheKQWmziSsrIT2WN3DNB22menzN2h9QMpeRsq89+Ga1hS6ZSincqhELIyJ4wc5mNW875YsiS64vyap9G8PXn9+rlco2Uu0ayfesySXKrU1PYe0bGrETFat/6u9ZZr2JIF/ylQEgH2nszXjXS8vE/qlWXPs9ethWfU6irfe8s7epxWIE+9b8p67T1LZeTkiD1/LQ/OubD12h1Oatb6tb6UIQq1NjHqz9S5JFqJJdkFyEkNxRHax/lbpHkNzMEtgSCihZ+IOgA/COCfY2Ymon8PwK8F8E0Af4qZXwB4QUQ/TUT/ADP/6JO3uqHhc0QPsfB8Vw9cDxO6IIV5jxiTr1ArvHXbv9pOYq13aTtAPReeo4u8hgjYhIOaE0DL68IKrR4HuoSLcsVhr3PG0Tvc3xthnxG3wVPL+5FFoSOIgrXrGJjEMt/HUpMgq8rjPoQG3AVX+J4YA9EsXnXbpSR+jmQHgXFy+PbdJpTL+OjZIRu/jpIgU1OsVOh5fn3E3UOPb41dZPQ13vzj3RR2DiA8jA4PE+EzFovm996OuD84vDy6TDlUxc+6hmp9QO5qCuQvehUYJkjyx45kF4OjF4v3kY2VncRrQUGUrN7JTTUonmF89f45I3o87xgPXrwAABmzrWN0YccD68oNJAtTudNBDVYI1hqvQFERUmv3ay/Ey9cdYRs8XLyXczaOw5xLNQ0uJBoL5JhnwsGrd0dqZ+COYt09iSI4cLo/NnEgEOYxAZ0hV3TeyG4GyO6vwmY4Ty6owA5ipf02ixX5ANmiThONHcjjBU/oQXhmRDCdi7YWUeaSgK9ztY9tTB4GaRu3JIyqRe9VoAV7pJwKuq3kEVaxz5Ueq6jC1JO2O1TVKQn5WpbdX966o4/hNxeeUBWgbZ0MKoRTJSakrCsgJnosUe5nrbtT2FwA2g87ztYdOREcuSuzrik7ED4wGVztnLfeHARkYSY6FmVCQyUqNP5e75UljLRdNRdkhuSm6FnGhsIzsCE5/7PwrN/ChSR3iTyzJC8X362VtybY2zAhq1yXIWTadtte+1dDnSxJo6O7RFdpPVwcqxEQZRv03io5482skTITiaZ9l5ApTcKYElBqe/M1PrVqTp4kpZOLc5ewpODl67R80ySG55IAZOaBzN20xqy1JdWb1h5brvU8UaOA7rxQJ/rmc8xD5vWGxYDScf7OPSJ5JpVrVy2fQD2kLfS/aLuNvT9HsU6ePfpd8opYzy2Ydq1hfQ6z+Vw/x/62VO4SyvWlA/ABUbYjFYHxmaewPS/N5nFJyq216b0A0/vtGcDMDLH+fwzgByChAd8OxwHg7wH4VQA+BfB3zaV/D0IQVMmAPV7iT+O3z45/P34I348fuqALDQ1PCwfZy3gLyYI8UFCWex+JAECIgJmCT0DXUXBhFKiy6z0FK3henybPUxIh7g4Q3Muz84PipHV2xGEbwqQUHryLAmFWT1Tuc+tHVGodsGE567WXl+kuCO3Peo4Wbm1TR0kYVVJgF7cLJGw6j83g0R1kNF4/DDiOhP2oxAFhu+9l67t9h/2UdjgAkiCSW4iS4NM53SM7uJi7oBAHK3VPHvtRrt6Fvn9y10uCRM6FA63DKoYqjAOA46QsasZtTTZlFexxorj7jCPxEIiWU8pfrFZoz11aJendAXI9AyFXgMMm9E3niLL9D1PYLhLq7prf/FKwzKYUlgUMj6AsBGnK7jkdlbNyxwqf1AA7f4V44jiHORwrCR8VaBVHTsnNSoHOPhtKquSK1/J2Y2rx74MCp/0akObYNgiBOzN6AwiOXaYoxzZA256yvltFSxREgXWBpeKvhWa8tq7TiRRJFl/EOpJgZ5WiXAFatgpuw/zT9tbaZO+XlqWWWvVWINRjia1CowSeuN8nAsDOVhvLb9uuSqAi9SePqU7KJsWxXBLmrdeDhgkomZPqyXepsFCixioha0qBhVUsJ1B89nUu7oyiGxVuzq+vEX36PbnT1wlP+04o8wiU0OdRvJNSI3rMFVhgPt8skWDrrbVbUcbsJ9IyPeMeHBW3zpyjbUuzel5XeT9VOe2KY+U91bk/VWfE+cjvDRW/pXbWPuu73r5LXPEXmN+DJat0fGfBKt8pn8apRJNlu7W+I9et5HYt1reDJbBsaIS2z46RPtfa3mtQmJ8pHGmDuXeJrnPpfZ6jPlvO8zxYU+5zTxfOfktH6mWs1b2r/KrvGfXUtCGlVwQMQW6QkKh6PaWs9L4SAi2BYA5GLsdYOa12vIotnuHX4Xc9ovqGhrcLAuEZCLcd45sfxCg5jJODZ4l5VzjiGAbgGSAicf83BIFuaxQ9AKbwumNkoQDqBTAxZUq3FUSTU7AcUyLAOUQCYe/T9YRkPbWK08ziQGKp33aMoSPwnqJwftszvvPDB7x4PWA/OhxC+Rsb/kCM3jE+uj2AmfDqvscwMIZeEvcdJ8LP3XVRYT2E9g33oobdTxLvrdnrrWte6aZpX5CqGDkA37g9YjtMeDh0IJIdHVxwKb9ysv/83/NetroqhNZMcaMUt9uRWLh1G7OOxWLMAF6HOHe19DtIHY4kJ4GOPSGRCXpMvTN0kZyC1WVASvhn3f33kC0DnwPYEuNgyBoGcGfmpMZkpzmT3++a22tJCJShCqX1Ts8dYKyTk4yXi9ICwTPDEUXPFA8ZPB0LGzev9aplq7YV2oZtAkWKYQII47YHx+34rMJRU3x07K0CpQnc9PwtiXI8kNzbBwAbiLv8tqL4TAAO8NGC1kOUyg2SdVljox+gljYT6sPqzZDaYHd0UCVV5+tkjmm/Usw/hTG1ylqyBKsArF4TOsZbqHKTk2Tavxrs/bSCbi1Bmc1RoHP+5Yoipdv6WeHfzo3SpdcqbzpO6oWxD/VL2NOyYJeU4aTklcK6ftcEdHrdFuKxoefZ/pdrTnmO1qP3v0MiFG/NA6qEpi3btrE2mvF9gJQVXj2TbO6H2D7KyYYSqkAcwNm4b0HZ+NTamJF/Wt9yVbH9ap1WWGVOofda+6o5N5Q4JqQdBE6hnCOl55htd/lsnJMYk4pzS0KntO7acyys90PehjnW+q1zTs+LhB2luicAjtN2mMCyF4WFh+R40XOs5V7bPkDeXyMork/lc6JrgVVerOIxBNlNZadXXsp6Hhpm5aC9UYQBWkyEqGSFzr1TpN4SyvdoTkxydtyi7oWR10SAeF4EmUXxyqfcIroFr15503F8N997ClsA5+X6hXtwThvfObQwgQyfAPi6+f7dAP4OgJ8A8EsrxxsavvTYgHANh2/0jJvNhM0wxi3/NNu9QuP9N33YFtABx6MDgmI/+iBGVsIHNJt/uQtAtI6wuJb7IKBpPLxi51L2fMCU4WX3Ad0aUOMGS4HOQdazDskqTQAotEs8DRhfIxcF2qMHPnm5Fe+IwWNr2j56ii7xR0/oXg/oHGO78TgeCa8fNrgbnSQa7FQFE8VqYsJrQ4yocKAWErXA2Tj379xN2G48Xt4PcXtAVZ5/+uWAXdfj4xB6MHkK+RyATw+SMO42vLKsO6SiZMLVe4HAGByjY4Ap7W2/Mbsd2LI8K9mRQieIjKDOSQBXITwKQoG0AJTokF0qOoh7vWfgfkyCY5w3RdtROb4kZNZIACtYdgBueo/7yeHg0zlDENgOXvo5UlLDRtuIAL2H2kYGsCHOyKqJRVLpGHgJq0BLAj0imWd7NkoEJ+HSCitdrNUKqlLZCA7JEykp5Ehkkz4/Cs3NYD1RLIGhY9uHWnokoVXL1PHSrdj0nuuzWLP46R7w6hWg/bRWTx1XbYMSKnq8N3fYKi6aDC+1vUyIaCzQaSiy44SUe0HDUMot4brQdlXmFPpZs9FbhVLun7Rnh2Qx1d0xZCxVSc9zH/jQ4pKUGIFAAua5IWy/uDh+ADKyRNqWRGMNidBwEUtElESAzle18NvzSvJN2xOVQwreTJzmW9l+ve9zpTSVV55Xy1GyMdcoMVfOTW2bkB8Uz50AvALjCjRTfLTuJZTn2ntazp1SKdHnQC2jNuwKyL0H7NgpaWqVmxqBpRjMvUshQTXFiGbfl7aLs94GPXLPA/1s8/HUrPl6H7XN9l6vWajt+CmiTIA09xT7rB4jE5nPS0o6kLvxq8ePbtuoxI1dO2pz2d4DNucMAG6JzDsmGC20rMoY9RQI0vAuXyIDtJ5zch7o+C3B/mbfhx3yRM1rpE0H4JqsnJKgBPnBk2yrGdp85OBlxyl59OuJ4rOi7/RS8a+FEADvifJfonkGJDDzRER/KSQN/A8B/EYAvw2i+P9WIvqdAL4XwC0zNzKg4UsLeSHIy+MGDrcEfO32gNtr2b3Ye4fDcR452TmPzjH6fi7a2C0FycajckridzTs4kxYMsq8Kuv2Baru+VlCOhLFXDOsl1hyG9SXgAvtmDyBOqCDuPtPrIoe4e4I3A5c5Ehg4Oikb5BM9ofJYQOPnZvw4HvcjxIz7yBu/WlICCMz9hNlbbCKVS5sBKvlxuNqM+LnXvc4+GSBGsF4ybI14cdI5E3XMTbwmFhCJzbIBWZbZ23MonJEqiykAR6Mgp8L98azwx7nRAqoQG77JwJYnihtALBzEgrSO8b9SDgUL6Qli6V+1/aV7r/lay0J3TkIUnfn8zhuxcRh/hnF/ugpuiXWoIqXhppMQYDh0GhWEq5oN7PM2wOS4KZjFWPCWQivRD5QVq9eI3+Tsm4F35KEUycYqxzPhXrN/M3RUl/22QGLe5bnxA1FBcbOMbmPaY7YutWrxXGK6VUrsAWHNighY4kAbXVJ3Nh6rJtvzUKq8fR2vdGYZKsULc03fRY6+89IqMmbJCWQUwuxbU+p4Izg6OUR25+Rqnk7Ul6W4ripnyAZzx1kO8xy3tQ8bja2PwHWU8he54pzMpKuIHr1XaGC+5Krua49lqCw6IpnwNap9z8+j0bp1xwUR3AkcM51J19CjQion5e8bKyCqGVYKEkXaGiUltmld4J9JoC6N8UalrbcLAmWkrTN5n/xm10b9B2qv50Db/6Wz05N7bE7Muh5tl2WuNAylu6ctr+0MteIMdseKs4FEomyc3kiPEbaqlONK7aQSD7SMoFd1lXr+9L4La0dSwRNzXNAYa/pgCijWXlSiACpeWIh03f6XHB69juWtgjZyVm5Oidt2Mu53jvvMtRz913FYzwDANk14I9CPAR+mJn/AgAQ0R8A8Fcgc+xfeJIWNjS8JWzh8ByEH/jOO/TdZNz9CdPkYiZ+3Z6PiLHpPK6vjqIAHzuMk8M4OewPLov3B5TFDxb7kFVeQwAUqjB1pAJVEFHMOQRx0xsoueZHizOC8GKE1ii0UDqmSoW6v6vSqYLPxMBno7ihdz3js5GiwtWD0DHhcOgwHFN7bzcThl68AHaj9LvvReGfvMNmYHzYTRJHj+A1EXYgcJRe0oy0/ZlNcqfKjSrRAPBTLwd4DNEybJOCjWC8BvA3v73Fbcf48GrC4SieC6VCwxA37SPSTglqwdxwLvwSCM7cEG/GfhYzzmlMS8VAG2rvk7r1HWMcvXgCXIFiwj3xFOGwlaSMnyo094UyAMytG9aaYuPhZ+D0JyljIkjch9wLt040bXENNluusSSnVIFF8x1kwi7ZMZUcE87MgUmTLYZ2XEF28HiBCXswfhbJin9EHv1rBaVvg9GzbGel55RZ4AdQnD8bGGtSOMEqTHYcUanTtkO34tTjHqJ4ay4DbYu1qFrrmbXMl4SRtl/GN4XS2PukScNK0kavU+8b7dsmXBufN9OvUtHQ8BnZSSJ55NSEY5s4j5G2ElPouNh6tA8bEJ5TTnZEBZxkDh9D/WpJPISZqH2xXgb34Xp1Xz+a5ye2xz6XlAt+9jm3JOJtmJ9avm7zCuQKjv6VXU5yJbKmcNrjkSg1bYnkLaet5PR9kPpO8XupwNrybX12PNRTq1w3te9633tTpg1ZEVIgr1vJGjuvSsW7JB1S3ZT1X6GkmHoQWeKiZuVlhLUpkFWWtLPEh+2j7buSyS8qZdfaauvV38rt7/S9U1qdo/JLuWJpa9b7pOdfUQghwXxMbbnz8U2woVv6HOk2hXqv1NoeyXtKW77ueV6vHQuda5aU30GSC+pzaMmxkpi/R9oRZBfel/ousbKVfo7vGLO2l8q7ts8eP0fxnRY+r5FXet/VK6xsg5XZLLGi2+rqs66Jd23Y4c6JvPntKck8hDw0IL1zJXxtAMXQuLzPIrN+G+XWtfOROSeB5juBFiYAMPMPm89/A7KjQHnOHwTwB5+kZQ0Nbwm3cPHlc917XG3Frdw5UfBTLH9abD3CnvWO5XfvMHkXyYCSCLCoJgJEWpQ1jgsQxVAsrYkYUOW7I8Tt8npOZIO6Onof2o08xku9DbQu/S0mHbIv3kBYqKI0Qiw+I5IrnSrxniVxWec8uHNgJvSdj7kRZEwJHXNMhgWHuD2LKlGlgBctg1EaCvUhJf6rCTjxHAAPnnC3dzF0Qs+x1iqrPJRLfCmMT3zeSyAKbGZMyzbqZ4m3l3sLl+L8tN+xTyxsv95Xq8jUXsGlglEmvVpit3Vsagr2wVNsq2a6VmGFkKyoZV+tgKTWCFAipco+2LapILQJLdEqVAG051hoArYarCCsSnR5pt43q6jUlLfSqlYK1zWrsKI2h2solbmyjUvXnFuunf9W6V/cmswIo0vKRFnPcuK3BCWrrGKUzYtK2dJemRWbigIGJMJwKO7z7HmnnBCw51klrUfy2KiVVV6/NC6W4Jz9Vnz3C8etsK/bmc6V5XytKH/XNmaEgSpkpoxSQbIEmM3foAq2nj8ijaE+v2uKaNkua4VeQpoHp2HHUpTC+cwq26NtyJ/lpNCfA7s8lsRGj+SdpMe1HTYswJahZLNV0Guw9+lU+5aOWVI7hiNR/l3OT7XVng+7zmhCWvUuARC8HjmsMZQRA0cYGcmQzuo1YeUaNXPENYZTvTr/Shw47WpQjoe9x/pesKJJuifzuVTOc0vSLd2X8jlJa7WMMZnxckUhOm66fkqC3zDXolwhkoRuoQrkHhL6+9EQTSXBZUkKj/Ofg682kk7wLuKxngENDV9JOAB//87juz5+je32KLHlU4dpEhfzcXIYR1H0o0Ds5CWxGSYQMR72A8aJsD9Y4iCvRxV1IL3Q9CWlLy9FT8BV2LLQ5hkgAhwx+rBtG3NKmLbbij3RM4E9AjEhhaqHg3V5vnsI0cwOeDg6HKdkJVMrYR8E/f2YlEdVvAjCwm8g7mlEwOgJnc/zFyhZot4U3ou3gL4yp4nQe8J+dBg57NSAwhOC8pelCuoO6SCxKq4pns0KRfcM3B1dZu1UwcEH4cYmgFMls0NKEAgkr4kyLk+tpHqtnmthBWrAKM4QT4+NY/OCnrsOj4aMAqTdu05Ep32I0y90cADzLb7s5yW33agIVn6bALxisdTfOMZtn9c4MeA4WWQB4ApiKb2HeGAc4HEFhw1kdwrtjwopMi4iZqmyqPfrY+0PAd/2jBew3hxJuCoVZBVUrIVzF74/gHELwk3HuA+hKup2bfM59EW5dnxKq315L7RNW4i3y4OxsGjSqg3STgZASnZGSJZyW26p0KoiZK22ek3sD5LSoPVrUj5735Vk4lC4VRBrbrBlgkfbtqOpJ1kY5Q4fUFqaxItjg7RmqcvukqLjzD8CxZAdDnNOtpNMCkGPXHGxmbVz4jUhxQgn4us2WN4OLMkIdVtE9YQolehNqF+9KGAUK92VRPtpCZIaAVV+JzM+Sq5p7LjNBVESm3Y+6zMWvVZYLOcM4xWGfJ5oH7WfD2Gce1DI7ZHG71N4OBCeh/Gxc7k2p0vlxP5WrrN6/62ynmL40/yq5QAovR6ssqtri563D0qirjWp/ny1tN9PqQz2nbSttE/fgb3uEhSUtzj+Yf4p1JvOxsVHr5ITbcnetcVvslYmK7YlqpdCbMrwCTtfN5Tm6oZE6Tx4eT5eMvAhAbue4U2BmqvGIc3VWDZhljBPlVnrIaF1W5lCcWTg50KL0zjkd1C/jUj5W7Rv5xCzuv7dUPpeyowlSabHNgTc9j4aNuJzwHMC8yGM0/OOo6ed3Le8Ms1JFUOCzHHt7SuW5LKlbOAgsgCA6JV1WOj/O4dGBjQ0fHUxgPBNcth1jG3n8fGHD9huj+icLL0TkhJOJLkAyCMq2ZpAcAyu0rqbwGbwgQjgEFLAOHoHB1GWdYs7Ih93CSitQQ4c8g9wVP61LdthQtcxus7Dq3JtFiMiRu88qJdeHA5dPEdd8hV9z9nLR70FVHmIwk9wc1fh9QYUF/wSakE8hHEhYozTXHTX3ROc+anvGGH4oydCKexalrqECgYDBUKDqSrI6L9MEUDakg+wbDclrwfkFpEZwtgtutwjt8rZerhyrAb7Ai+F4i7skmCVpppwrefb8S3vpM0sbn/UcZPPPNvlYnBJIDl4zXovZd06uTaFXLhYjqr9HO6uJVqssGfHS4krBwoKZnJt1/5bYYqRZ+vXFlgL6gjxINHfVKFUpW1J8VeokFSbIzULpOYvsNnp1fMmETj1GaG3Rkgra2U0ltfiUutanpTCFGdftnUw7bWKn/2e15kSfWpfEb4rOWJDIHJyiqKrsb2PNQE5GwczP3Qe2nM9Ba8pUHaePv8zb404RmleliCk9eKgSVqR338lU45mzHWNIiDmnLB9Uuto6e1UPq+q2Ne8VEoCjyivq4aZlZ+BidLYq1VRXfD1POu2TObzNRx88aylMahvNWhRa64dC72+VFjtOTXvGUXN2tvH3yibr1qe9ZBSQghIyS6l/rRLQW3NXfJe0zYtPe8lGV57/8k6IOuGrt/AXDFdcofXfmlZNtSj5qGgZZV9te9n/dtj3v9IAHHSpzZOfrlmeY8dIBntpwPhqpMtm1XeISBuXxzyJac+stZhyRjG1gkZGXMwISnGSga8miiEjWhf12drWs/zsbH3csnbxEG2Pi7L0wS8HsCVY2wcYkip9sXmhIpkhyk7klmkpJBcq6EbE1NGgGioF8xc03mgOYrGkWL4ZtkjfZe6QB6o4ejdVZUhMl8LE2ho+GrCQSxz3/PRA26vD3h2exd/897FXADOEbwXxVy2CJzAjoBRtxREVHTVOu86HwWoA3XwnjD5RARsBh8IgVykdSHTvbrVA8maDyDuYrDbjug6IQRkNwK5hplwHDshAzov5AWl8IVxdDhMLp6jJANILPZALnBuKL3UGGp1kPZ8QIR7zskAH3YdAEJ5IzAMnPUr9tUBxzFXgx2FF33QXjRRYdxXO5ytddjt6RB/E8HgdvDYT7Ldoc2noC/Ae56/yIiCwBJewNH90JxTuvnXFD4O/4sCcuU9Ub6oJdmiUeZ0HM2WeWTOt98dJYWcwvj0oVJLXJTCYE0wtXV1xf23c8PGSkdlNMyhjjUJnQhUr0OpHYBnADoShc9zEhaiRSR0auK0O4P2ubTYah4B66FirXfaPt2yjoOA/wDxBNiAYh9JO82hPUzYIRc01cvBcSKTbLJCG+eqx8j8tjrW0DKtVZ1C6IVA71lN7NCYf6mXojKi3iy27iVX7KX2WcVB55d6p5ReKx1J2IcmBQSSd44t11rJEyEh43CNJOiX9S95BHRIu2qo9a/sp1oxd6EAuzOLlq1zLmVOMe02ZZaW6n1RnyZL1DFRYiu6UyN4XISxjMlUwzy3eVtsK+x91u8uKACqkMU2GuVICZGSECjveczXov0x1+vXHvnc0OffEgGpr4noroX6aJl2HpS5Bsr6td4yll6vSeewmTccnwubvT8RwfmcU4LsWJQBc77NATLCbt0p5yo5CVPmUpJQ/Z3MX4sZobegXnkkzyLrYZJfW5RdtMGWVXo52fNz5T+3qsfyzByMpGpU0i2BkuZE3zEcGFfssPfJ2+bAsm7bcCVV4uXZJzCl97wdIxtqt3FA33k8jBLCefBCRKhnpmd5Z6k3VtlXOxYlpnBNbdxrW0rqOr3pZLcm7ZsH4XigqFjvOsbz6xH3+05yHTFC6GfuXQozvjDjtAk3duKwRgdChc3Y6O8jpE5PKReBXrftPDy7cCzVH732zOQgyLsAZxB/X3k0z4CGhq8WZG9vwq/4+AHPnz1gt92DHMM5Rt9NcJ3HNHaRDFAF9u5+G/IGyPfthmN+gOPYgT3Q9x6bYcTt7T3u73fYH3r0B4/JOxClPe7Vwv/6QY49uzpi8g6Ho8N2M8Xs+hyIhsmLwn+1nSShYSev0OOxw+HYZzsbSMxpJzsbdBy20stFJu8Bfb2ph4MHRY8BFQI08ZUKswwhUEYwfo5lazNNgjYycD8RnCf0xBicCQ0I2fyJgK4TbwlNHggAHCQC9ZBQDwpixHh0GwdnleIpEAKaLRgQYaLvGKOXY8fwZrbCwYb0RZULvYrS7ZCLzzVlulRYopXQ1GMTjWlf7LZgBwaOE+EWotxoAkmLZPFIL99t5yNxdJhc3JpxyfpTQymE6vfRKL/2eAfxEOkgRIBaFe6nlENCraNRWSCxePvg9fEAmUeZq20crxRmI0q5CjJyEnlgQopxZMy9QEoFI+7EAMKmGFshK1I4wjH0Ry3V6nWB0EYCMmHflqN90TmiSpwKhCkhIGXnbYzgpNb1UignaEJNUWyO8XwKZEJy47YoyYSSpCity9ECHS5Sy/DeU7RS2rmohE6H+Zj3SKSXtkPr1muvzViWSndpcS8xQciacpuwiY1FtaIM27qkr5TKK4RYPa83B6OwjVRPAkXypCNCz5U1g+ZW1dIjytatc46RrrNEjVWWdY7GukIblQCpKop2TSzq17Lt2rVkLa6VCaR7fmWeA11bloipWpkOaSxLj4B0Tur9GCgLGzpjz5tbbfP1s0yIeQzrlr1Kxqi+o4cq6Vwcn9eYYJ9Vu+OMzuusXpb1SnewKOe7HZs1xbYk7WyOjpJwBOZzt7TGRyK6GF5LBmpdGt52dyR0RHGtV2MAA3iYCJ1PpJlsqSzPzNEnIlC9dDSEoUxK6z2w7Vi8N9nNSE1NUquhIFlfVsbRh0/1OZWg3jIf9Sw78mjYR5DFvJd1Y+eAm80E50QWHD3FXFM63vo+FCJDxiSSHyHk0O4soIp8GeKosP3qidGThKwcPXDwXTU3jF53NGWWa927jJYzoKHhK4IOJBlmIVlmv+Pjz/Ds+WtMUwc/OXjv0A8jnEvKupIBzIRuP2By8moUjwEP7xk0MqbJwTsSQqH3GPoJh26Coy5Y7+eu/sySzd6+7KfC1Si59lP2m7ZpnGSLw+PosjABR4yRCN3EmUVB6nBZPoPRpxCDxKgnhlvj9nVhVwHwAV6EEGLJaA8yVjaKirYukmIFzl94ClX6Jk/igUFm54XYp/w7zHEVItSisGZF0f65UFgtp8MSrBvg0u81C2bN4qqCSvnCtAKHdYUs39sc+qIKtm277cMSWbGEUkC1SttSeUAijzzEW8QheXTMFEuE+7ksK8XzSqHRfrZbDlLlHC6+69zV5IBd8Kiw522c1H3k1Hf1Ukg7fIRtLwuBXAXwOD5sx40zQTHrB3JLZ2lBKskAfTkTVPAve5qE4BqskrGEUhm3xz3C7hML19n+WO+XGL8PGd/y+pK8qM352mctR3N+rG3zVHu+rXAfFV4OlnQtG2nc7HzW/qrbfxmDa9uoBEmqj+NfR7pOBsXHkCzA/NnN53OCVb485b+t3fNzRFkdnyXvjNox2yYdN0YegqTrRG2NWWrfyi2+CPmzlmDDHsq6LJklbTndGtu/2jgtjf8SIZCdE+a97syRrYPhi65Fa55Atm2l4uth1zAlNjEjPvSajFQo1sla3xQiQ4iietVJwJju8OKhOUMoeBFKKZpbRmUBzXek5etvgF0rCBvn4QPpkI0BpfAfDWeqEWHx/OKYz86so4MYJHa9x9AzpinJZCqfad6Dq+2E4+Qwhp2ZypJt3xwBxGpEoDg2tkV2jVybA7Z8AqIHk6K2zpbE0lM9p19qMKHtJtDQ8BXBd5LDD/6CT/Dhhy9x++x1PO69g/cEPzl0vUfXTZEEmKYOx0OP/YOk8iFibIYjXCcK/+u7HY7jEN3078cB+32P13dbTBPF5H1TqGP0hMPRxRh5FRyPY4fjKL+/vB+ydjswNgPjejfCOWnXi1c7TF5CAvQlsh9dVBD1JVISAQCiO7m+QCZzHOF66wpuX3AqbBwBHMijA2HDLrOO+lBGH15onVoSglva/pC2E9R2TYaM0DwC2hf5XF9orVVyZIAnwvXgMXnCy30X3efKrYSstRCFkGDdGmsvslKYKq2pBOMKTElQy8Itwme1NllvgR75tmD6IlbFtWTzdcx4cvCHVI5NnKbt24YkZ3tO1i1pd4pvtSNtY5b1r7qxd0FAU9f2sl0eHAUpqwj9lBery0cd45YIOyYcQ60TRDGwjbCC8AGEacpjOwmMgYQVsE3Q+6LKtVVkdIwOTDOlWccZSArBax/cgoNCq+fo+z8TrNgoOUEZcwy8hlgnb5CSV9qxtW0uE/ABwAE+WNjFYmVXiWhlLYRCIM1lS35ZBVaJFBvuoWXovvfWOqoWtwH5s1JC+6JbVtZitx3mCjKQe1ZYlKtAqdzYHQ302bJhIIMpQNc5a0FkFNeHuajH+jB+x9lcT3O8DC9giMXSEmr2/tjdSNJanD9zQPJOOZg+a7/KrTmZEzmh9dl7q3OhzKth2xAty0U/2YyPJYVi2IRRVsv92a31X/tWmxdr664dQxTHdG2128rquZrIUcqy76v5s5bal3IG5J4uqmhqGI+0bgRnYXNq/S0VScWa+iBeByHUB+kelUpcWpdTCIJDHupk54dey8jJmVSv4KEYl9LDTLf6LRV6vccak84QPYmLeWXnmb027i4EidvfEOPrG4+XR4d7Fu8Hz8AuEgCM3eBDMmLgYe/wYt/FMtK2exLCuO0ZY0iS3DlGF8hd2zdASOGOIVsnI4VD1kgAe/wU4S6eqcBtJ21Rb76uAzowvAf2B4ejej8QIhEg2y+n/DyKTne8mmgm80xMs/vokIjO0rMjvpMCKfFySkmHe5Lkjrru7wtreEkE6LhIHe+usgysE9BfdTQyoOGdwAaEX7QFvvm1V/jmd30Lm80Rw+aI42GIuQEAwHU+egUcDgOOhwGvXl4LITD2MUngs9s7OCfb5HXOo++8hAtM+qLTxZ1BzmOcRNyxzG8PFnf5UPfD0cF7ceVS5U/Xlt4BRB6bXpISjpPDcRJy4RiYYg8Tu6UvYM5ZYaBYrDn/a6EJzVTY2zjAFwJtB0LHc1dk+4KUXAWAc8bKTYBj0UDs1oc2Bg1YtmpKy5RgoKwfBODoZSzZnKvnaTKwqKQt1KEvuzJOfQoxiR6I2+FZRaJMSBdfugsvCn3J2vj7KExwaodtZ9lku/0SF+eU9ev45gLN8kAvCbHaVv2tFNBrli8V/PsgQC9t11YjW1Jblegyx8K9PBrSYylUwCofti5VDJ3phXVpj33mdI4tU91xrWBdCgeduc5eGwX3MDYAZ8mZ1Lq+JExZZVDbrX3SMoBckYtkhV7LuTuwQgXH8pgiz9Sdk2uAjIlVKFNSvjS+9hLb1iVLPMw5ZTtr7VEFOUuSpWNTzEE9JVMuK0qLbWtZT37O/J5R5fcs6Vlxrl1TUPluEZ9Dmrdl6T0wa5+9f5iXo2WVz2p5rW3TksdAWWa5fmkbsPK9tGCj+F72e2m1K8+3eQVqsPcmbx9Vx0bbWlqR18bGG2qJkK8v9nPuvp9yNSyVXZIAtT7Wkh8qLLFin90pKJC1C0tiyb4zy2dZ59FASSHWOaek1sMkuYD6TupUq/lhSqt4ue4IMSgN9ObcMgzREeNYZOjXNmv/SxJJSeel0AD9vQv9GkxoQHaeA3on970PeQSyXBskv2VbQpt+xXLCx/TOmrdH5RugvhYBucGD43mJjK89f++NR0AAAy1MoKHhy44bOPwTP/QXcPPBa+xu73H32S3uXl6FbQMdxmMP5zy6mGyP8HM/+yE+fXGDv/nTtwBkAX6+nXBzNeJ7v+8nQQS8enGDfphwHTbyOVIQ94kx9FOM1x/Ha0xeXjzq/rUZJC/A0YvrlcZ3Mwv7al3fNwzcELDdjnh9t8FhdNgfHDSuTJVsa0WfOC3yJSFAkBfR0ScWWY4HEoPE0qhbSXUEfLgd8em+x+jTy1g8AhD38VZrISFZbicm2X3BvM00YSGAsA1g2KWACa8ZMaP6DVNm6URod1QkAHhmjEiuawyJN1RozOHEKdOwC0qIxuPr2I2cJyJ0hJD7gLHtPQ6Tw2FCYt5DfdYVPAp6pG7aHM9VF3rr9q4Jza46SXx2n8X1BetF2B6JggAWEyUhbTFoVfzeMPcMcdXXjOB7ToqYtdoR0hhnhIT5K0p/Ejht5vvUn5wcsoIrIHkBPu6lP3uf9ivWOksrtI4lzO96T9TrQiwl0n+be8CiJBTitmmkO04Yqx+LsLZzjAdPkUhhpFhr4nw7qthOJV3MmCiui3ZZZeIujKfsKy4F6Xhr7P9grlcCpqYYiRDPmJDWFB1DO0+VWFGh0nqjKHQtisJ0aHgkPGC9EdKFkdQrnl97vhIHuoc4ELbFhHogyflq2YvPuFHOtT/9/JbHuWSJo2hx53xuCxEzJ6IU6t0w935JvxGUqLLjkEgvK9A7pPU9i2MO51kLdGmht8rTVCl7nrfA1FvcY6uAW++HmVeJtpETudiZsmqC/zmWsrLtes/VC6LcqaO8zWUVdn4rca3JPO36pecNyBMKWrIweRWl71aBz72NOLtnug6SubZUEvM1Ke+ZPZch1nBtl3rnZSSl+UxI7+TohVHMD22nKoo1NWZnji4RLloHofCWMfOLzDkbx4E0yF3zLRkbx5iAq85LWIRPdU2Q8XhgxnNPuHUT9qPD0ZPsOMBpjafQ9xFz4wIDeHV0cARc91KBhikyA3ecZ8HvkDw9dkG20cS4quTbsaoRmD3kvbF1IU9AeLl4c6JzwPV2ivmlPCNuVZ1ySTEOk5NQCadEQEKeeNfcRw55oMIasQ1tOEyyD4HIR5StQbFdUIMNsHWpr0uPufU6fHfVZIMWJtDQ8OWEA/CrvvmA7/7mJ/jgG5/hcL/Fj/2nvwivX1/j/n6L13dbPOx7/PSLTVSctk4Sz+0GD+8Rs9ADwN2hw2Fy+LEf+x64YPFnj5hokBxwvdvHjP77g8M0EfbHDsejWKMnL1vlvHzo0JGLLlzxBUaiGOoC3RFwu5vQOY/9vo/uYlPIIaCCWJk5F5DvusCXAvHIubuZqpT2HBWQAeD+2MWXfVL2yCQKS/v3akZeJQWiwgaJbSYjBTko602x7JSBHAAny7sK/FaBkStFARyZMiHEKQmA/JhncQuMgpoRZq0lnsAxw68PiQ0Hx3CqfJIK9Cbrt1VYSLbYe5gkKaBVEBm5kHnQLPw0t2Rqe6LQzZQpHuqxYO+gPcZISpy6dU4sn3vbdtM+i/Jlr8q2FVeTt0iKhUyEhNR3r3VVlIfYZzMm0XsjHEv3nACPkBRJ5vmR58KLwrpwW+VKy7TKTNn2DgBTXViu9QE0V270XN0pQpMIbpALi6qUOEhuE92jXZ/PXXwuOMtIbz1LUttopoyp8m+VYO1EtPxw3ib7XAD1e3cqlMcSAR5CpJTl6fZWMe6eC8snz5VpYE4CaB4Ka6Qpre42gaF1l7bzwgUFwipz4LmAr9eolxEh39e89IRQBczOydISV27jadteomyPD22fkAR+tXrWEO9vaKSSleXciV5K5rcyp4FtQ7nrgr1N1fORr4mKpeeOzO/2Goq/J6t4SS7mFvUlVSaRf2Ub6lbWtJVm6SXFSGE/9pk9tVWdQteE0Xwv50LZphHzUJsl67De8yVSQFEbKTZ/LVFi6wWEWAVE7pCcK2nXD/mer2Eqm1hPyY4Y24zYEc+Aw+QScQ5ETzHtT/le85B8Ax0ohhzY3E2HEEKwAcI5HJPOajkEeb4Gpmw+LcFBCCKbLFBJB4UmV+47H/M6vbrvUwJdx+jCAuJBkRhQGctD8+DkhIquzJoMGqCYlBnALE9V9LTEXE7R5o5s78NSn2k2J95ZcPMMaGj4UuOX/JK/he/5xf85+u0Rdy+u8f/7638f7h56PIwOL0bCKzD+WvcaezfhCI9r7rEbO/wX9te4dcDN4GNiu70n3E2Elz99g45kz1dlZm93I7bDhL73GEeH47ETEiDkArBxoUdPYd91ygQVfXlte4/N4IF9h03ncbM7Sv3HTogAn4iAkWvxY+lztISb79YdvxRsgWQpA8LWVwgWu6g4yCs2LfSyu4BYR4wbdMhZMJqXjS8kXY2rBuaCnY7LAfJi7pG7CsZrQv8OPlh2rBQWCIrBkDr6goQpqyYsOxJ3Pc114CD3moJiomEY8BLuoVYLHUNAXtRTEOSswly+NnRbMUt4WPe9mL033OtN2EKtJxH89j5Z9GJIgxlP9dQgICRYoqSchGN23/cSdniskFUKmg7Bqt6l+aEK94NPoSwl9N5ruWXMc1Qkwxftx4GTFcPmudAy9Vq9XrfKtHO87Idar7IwDRhyC+mZqwrlRuGGeTYncLBqMQYkIkbvk7ZJBMeUGTy2CyqQ5UKWCoSAkkYUE+kpBhgLvmm75s6wuS3sjhFLsIqNHcPo9h9+iC7tlDwwLOHGpiy1lA/hIfdFOxVlfLz1otLdHmqkhc4rK9SW55SKo722puxYBWRtS0Igt6RD20J5eEaNbIht4NT3eC4h80zSdgGIW4Np+3Qv8lpolO4WE61/4XgZ4lEq+aewpCBarxb7HJWkVhm6UlM+I6lizi+7aI/FuVo5zyLmnDDH0jqXu8nrPCDU3cR1bYoeOVi2ljISMagoPRrWwJDcBQSajV8ZxqHhTfp+Ks8v18jo+WbOq3koAflc0e1N7ydg4+ZbxgJz8hhIRK16cdlcMQpJgJzKAJJ3lF0Py36rAw9DSGUlI1Wu6klJSSECNjR/NnvI2ClhIMfnc0C2oQSeX43Jo21K2wPKOAhB0HeMycvvD6NsXa2ecD15EIksouETuq2w9F9klTSmHPNTYaKwPa7sDtB3KXdCvGeVWRnfyUjPjRqGagS8nm/luXdXTTZoZEBDw5cTBMIv+sEfxdd+8G/jL/+R/wp+7K//fPw/P+3xkia8cns8owEDCN/td+hYknJdgcLewMCDB17vXYyZ37iSYZWF3E+Iyvrf+rsfSpJAP38BqcX8qkvKhnXTt4nJxpHw7GoEEQsJMLmYYLD0CLDwSBbN2otTYYX3KIwjCX+6yG+NYqRJ2vS3tK0Zh22W5LcdE66QCx7aZnmhpx+6oGyrIL8BxXaVSQxVeVAyYxZLbySUDnK/DmGP4slTVPTsGByCZdkKE9ZqeXeULYe2vYeGZeh9H1nvYcr6Gy38ofwXo4teARlHof0P7dYQgqg4MuIVNm+BKjoUjndOtmkkQmxDFJx4nuN6DHGQU2iIVUKsJSm6IWMZXfyXiKUNiRt/6YbsSJRZSRRH8TcdDy0rKn9Ic9gKKEnhS+22yqu65zokASZeh6SAAZgpv5osT+e7nRfaTk04qMqtdae0wk8JD/WoMO77ZhxVNVAFlyBhBTtzXM+13iNlzKklHUu32FJBVmWytLhrnG5Pdp2SwjKrsX32ivL0/meJGZGsy9kAFMV5ns+7muu7rgm6jvakYyc5Qpa2zVJYC65VVjdhG8BI+mFedyRDzFphdwMAaLaWILStp/z+277OclRofWFN14v02k1QCOJzw8kbIJbBeZtzr6pUvn62uyLoM1CSnFY5zMKCOJFL+ryV1ynKsmbrIpKSz8jHRc+JfSz6UyNm5ZpcQdb1aQyrjP1NBeCyDaUXk8brWxVXiXG1Jm/iGpmURpsAtOx/Wi8SOLYln9iRJDXQ9e9o2nkEMLDMmexaklDEBwCvirLjnIC87/U9pmu5es8IaS9jqFuz2uSxKq8ctdJACBA4egsA6d2+CSF8qtzmHpChTebZsrIQQbY11nUByOUEVYAt2SvrG+fPAIt+N4RnI/OKUdIAc4LL3h/NrXAT1tPD0WHoxfoPiMIfn2mWxIGHo4vfUz4kArOEsKpyr+TckdPqZD0FFCqzbEMoxBi3hU3enNpvm19Jw8bsWqKErn0eawYBKSuXL95dVRkAqHkGNDR8GdEFpb7fHUG7EePYy9aBZkkaQNixww0oZni97hiD87ifnLxIgpC5cRz3cY8JaoxSAciCvQ/X2T1drdWIgOgepgrAxJINnQpeVl8Yh9GFBHtpf9nyxRjrQi5YWDdVQBUkytoN5AKvFXTVon70SeGj4roDOLpBKiGg5es/rXvi4mVkXtYcylalApz6Y61TQHK1Dd76KfGP/qNcANB90q3SX2blJeSWM3lRqpCSs/gl9N7pC1AFpLFyjyysJVu/n2NxszG8qf2pDXqOTSKnlsGaRRyhHbV5UArTCit463eroNl22vNqXhh2VMukcvYcJbiWyoju3sjvq0VpYY33jJYFljhmQUC0VlJr1TxlNXVGZagpU1YJKsuEOT8lugrt4zl5ca5rpl3HiJIFTvOK2BCVzK21qN9CnwH9u+SmXoOtJ4uV13E355UurUvllSjHVIV9FxqsoUcToZr8U9fHKAAXikm5lmTXFueW7aod035Q5bj1XtF5DKTxL70GTlnr9L5qSJUSK+dmy7bPl1pBtf223XrMF7+d465u51b5m62jZkkv17Sl39aen6olPPzti1ZZUkPDCew6XWtTrXwdp3InhKX+qFKqnkQ61uU7pryvGjpR9sP2xUIvtzvjZISutofn8zGVIS3ksDqWz02Sd1I+JLvG2zBJmyNJ57ClarQszeehxzSsEtm1qf2WqJuTL3LEm++ag0RCHIWgmJjgJkl6WCLKFnYNLyrSZMxL0OctenoZjwGnia2Ldx+ZzxZqhFCCPLaR8nxDNZLWfr5g6f9qo+UMaGj48uFDOHxj8PiJv/p9OLy6wjd//k/i2Yev8PWvfzc++eRD/Nyn1yAac7dLYmw2I/rO4/5hEBa2Y/TdhM0wxp0Hxkn+TmbLQMVHN8f4eZxkhwGNydKYeQDwRKBgppTFNi2Zg/MYhpQgzSrUAGIsXRSkwm8bh/A6kxfm3qctZTQOWmNaVSiwC7VHOnDlJAzig9CfcXK423fYT4T9RNEacg/Gp27EwIQOFOJVQ3+ZMPrAaiMx8PeecNMxdn1IhMche27weT0GK/51FmcouA8JxoDCQlO8cQgSmzcwwD4Js2Ns29wKp27z5bZgIwPjkYzVXX7fOoQcEEnISNfZtqRYff2ubR8h+QSG4vzBpdhjCelIbL2GCEwM3HuXWSit8GDjsSfTV+aU9AwA7kM9z43FQb1fVOAekZIf7Vm+q6BTi5lWwcxaIdXiaBMY6RzWPvhwnlqvtN+OklfHzNpKiUSCadPEeUiG3Xd6CANthVVmBOUvxbVqTg8VftT6qp9hytTPNdh7v0XyqNmBsCHgFcvzdBVuypHnQtbG3GM7Ry0RYENDrLIu3zmGVahAaImF6PFj4kltyElJotj6dTx0LerJEJOcKyBdvLehDuTjZxUWrVP77IhiOJBeq1ZIZoACeRHbZtqZKUDI17/o5UKGLJ13NYJIPQhSeeohVCPCdP1zRMabQ06w7sqlNduSW+V8sPkHdJ53RZ2236UFcwkpyaCN76ZIgmnLa94SsYxi8JaIAMVcuQrHwyJUEgZAPtdL1DwRFLpzh9ajZUuf8gz8ZQ4A6w2QtzclDLR5Tmz4TSILZB0/6Hu7VPiQPMUUbNpqoeRs6S1g26eEgYO8Ow+cwqXsO3AH4IoIL8Lz/vWQV0ef/cm09WjmgRoC9H3xqWnldzmHm8Hj9dHh4GXsN6C0tnJ6n8o9EBf2+5BQ2QZT6DMbazZdjkRmaAco9/KS66WFXfQ2yF3k1StB+5XXl9pgYe/3IY414ZqAb+ySfLkfncgKkyaIFbggvEyecJzE6r/pJFmx9yIXpfYR/EQY2IwCAR2SUSXmCeIkdxHk8/2xQxeSIesWhZ2T8VZjkw073biU32BiwmEi7Dqp6BjOP3D+TJRram0M30kUMvq7hkYGNHzlcAOHv3/r8ex6j2c3e9y/vsKnP/URAGA8dri6fsCz/R2mSZL8yZaA4QXgkrA7DFNMDCiW/LkUzEzwwW3fm0VYz1UiIMXPptXCMcMTRbZW4s8lvqvvGZ3zsWwhHchsv5de0FaoSTFyckzZeSApd+rSXfMKsGvZEF5KSn7c7R1ejbLP7x04Wg9Sxlig4/zFzaFfalXUly+zvEy6iarKhWKqjLnui25DCKwy6SBhGIREwthSrMIycz8Nb04XhBUComeAxhOq4FK2O7PAa3G8LpQCubKK0I/BMbYdRy8QxyEmkFMYwCG8jMst9rKygvBOwS6iwmSWUwI5EaGwW+VlyhonAUiV7lIgt9aYbIzMmGg8syrms1hWcCaseUZM5Kf/tEwdt0x45rogUrOM2izdzOpaG3Zh4HoZQK7g63f9XHoNqSJhLUedOSZkURJ9BzsehXJpdwkpPQJsjH4Zw+5IxtpXygLy8B377B49ZfctJaZTL42UCyJzna+M25pV2t4vO6d0reuIZs9Z+VwlpTsdqymMOoet8p156BQF19plLYmZR0ZBwNj7Wiu7bH+uyFUsb5XBqynbsT3I173QsOr1tn1lAlP1PihRt0rPSQggvz5ZupefsTj3K01fk72XFBGpT1W9VHZJoqXf5NwlIoUWPgP5fSrzDtj1S/N2aJtPeSTYcC6dL0veATWSxa73NpdB+QwIuSTKrSWcFAx5/9tnUUmJARLitHEMh0Rsb0CFASZ9zpX2+Vjb9yqQj29cb+P1ybxSvo90vbI5CrR8JUprc4cIMbFpbVcRla/0HnUV63/qa35nRPYTY5Htn8obmSHJyJqpfoq5rRRs/tr39zhJMueyb8T6PkhykxD0UnbVywnmPhi5KiOkl4fhnYHItSvC7CNBRL8ewK9k5t9WHP+tAP47SK+L/xoz/60nb0BAIwMavnL42BH+0f/Sj6LrJrjO4/XLa7z87Bbb3QFdN+Hq+h7jsYNnwuvXV9gfekyTrNrsEaz8Lmz5khZfP3Umi7Io6IfRBes/xQVWrfjeKDIaXtB1gYFVN/mwwjIDDoyhY2w3Hp3zcCThAdNEiVXm5BEQFWyUCkBa0K3LPoDoAltjMHUBV+Fg6BibQWLc7g4dvjUSPsOEV+SjtSpex0DPLlg8Bbrdm1VYbFz8yISHKSmmg8lNoOXauGO12A8kStS+8jIeIFbNZ7sJ0wS8OnSZ9Zg5d2/TtmaJ81RoccLK76e0nZ++nPU+x3KMEGOF7ikVV0XpCq5C4rZj3OymuG/y0TuMkxAAPSGGqjBLOzNrXRFDTgixy5x2HdDcAuqBsaUkGNm2aaiGfhfhL49bt5BER8kirQJYHB9z/70pp4ReP3ISlB2k7X1wd1R3UsvId/E8zOb+0mvaxtwfmGIyRSU7asn0tP01IUeFozIRV+yXuTZun8aJEEkWcHs/VDib5wCxHgGaY6G0DutzSJAcIHpcS9bcF30YC5u06yHk3LAKiN43vdcTiaUweo+YcSvXGiU+gFy4tGE/QGFRjYpEKkMTMVrhmyDtGMLYWYuu9jl6sZi5WM6N2nOQkqemfiVraJ5zxBIsNpt38nJJ99N6IWi/8j3jxd24lsROx0LHT79nAnrxW9aH2P5lhV2JJHUXnsq1z5RVYqZMFW2z7wP7XAD5mlx6PZTriIX2qZZI0Cp9uk2nVWI1qd/cA4NiThyKdXLMP6CwSn5as+R79OoxbdG6HyAx+xrnru0uFXw9Zr1uRs7XqPJ8hbZ5A9kxSXPHqDVb++KKea7vCp3feh0g9d6bO6+01waEWxC+vpValdQlkth5PSZtTGtaGbaX2r2MU4qmza+j69wYj8tIW2rIS0ey58fOS5VFHnSNRHpmN0jPU0cMF8JBOXhj6fFEFFN0+/dePEI9i2HJQRpuDUkxIbNR5lXetGM3y6WEJBv6YOF3WTvCWFIKCfJIssQ45SukynN6T3XeW887vTcU7+2JG/Uu4AnJACIiAL8HwG8A8Icrp/wAgH+CmX/8ySpdQSMDGr4SEMHa4Zd9cMTXP3wB7x2Ohx7j2OOw32CcOrx+fR0WwCBkEWMzHNF1E/quBwWrvPcI1vBc+VcwJy8AR/lLQ35PFrXBSZm6BcwxKHdj8CSwC/cQ3K/GkeCdiBhHs4WgEgHWfZAgD2lSlhM6Aq5ghMzwooj7zCN/6apAfRvc9wfncTgSfmLf4QGMAzz2xGAwOrgq86t7vHuIUB4TphlipGZZ05eUKN1hUDhtpaRtH1kEmU2Q0DUmX5UTjcsDDHuOpOCp4suxffJ5G9q1dSn5ngtJeNS1nQhxX2Bmsdrfjy66Fmr/rKCqQkIUgmO/61Dh7tXRYT8Rtp3Mm7sjBTd50y6kd4+NH7exuh0xRp+2TdK8DLITBscMzw9TSiLEKBTw0C4rEEWXcdP2tG1ais1Muzakrf907s62wjODIsmZ0jZJZTI09eQpt8/joo7YH1PPBulZKRVrVzl/5vWw0H6tL7bFnGctb1oGmeM6djZXhbVk5QkkU7+ApDyopX4wDc4V1HT/bXt1iy07N3WLTkJ6bq5cih3tKF1bWrgmzIk6hXqSaJtqMfU1kiVuycj5OFplTJ8xnS8UlLvZWJjOE5Lyox4zOk5lbpKadV6elZQosCQB9D6V3htp54OkkOgarUSAVUyty7kdp5rnkR3OSNgSojKi846Kc2pIicVSaIOuOzoua676tl362VqfrUKv/aytkYRA8BRl6/hYUscKrSXZo3/LHB0cflUCJn/+aXa9XEezNluCnEPF5e4PJQjAFeW/6dwoiTT7rtU6CLrLCM3aUNabktVSJO+0L6rUHgLpEcvhnOzW8ADtt4OEPYknQHqGBs2LFMbgqkuhbVqW/vWcPzclIVCGGdnjZbiGegWm5y7vhyTHy0m4bJzIfFbo82Pq0/HStQlI73rtlxIBmsCPkNz+x1FCArqORebjtONUDI0qJAVJwpzyRinKfppuyLvBrNexS5QIV0DeHRre6cIAHr2Efdr3jc2zkK01JPNwMMfX3qPvHgj89DkD/uzKb98D4CeeusIlNDKg4UuLpIzKi+wKhO/9eZ/g5uYe3hOOxwEPD1shBaYO4+jCwuxwfbXHbndA109wXizxAOCcx3EUT4FxUkbXCpQEDddacgmyHgGSgM9HjwBlcGO8v1nRVdiSbQPl2MQ2NICM1SjFqamla3CWYVeFL70oHpRQAGMwYmtmSSDguvd4fnPEw6HHfiT8DI04Ik9S5ABQ6L9VSq2QqQn7NE4xSzxWGToV2jqS8AkOB63HAhCIk+BFgLBFY0+JCOiI41gjjLFlpQeX4sBVyNDs6bsukDfEcdcGGxbgDGGkQpVNihQZdoiQIEq03XIojI0ZB3tNtAwysJ8ohiUcWLJSbzsfyabSkq9hDbGtEOLChloQRPkgiDUiuiROyQ1U29BZKbq4T7YPCvU6kTYZ5SEoDpYkscLFWpxd3CYqWqzncZ52TtryVVBV5Sp5XqSdF2rbv9k+WtRcH09ZrQDEcAs7Xl3xu823kLaISoNvvReWxA1VYmN8d/F7qZxGYoHE6kSgKOhFRYNS2fps2OPq0WRbpWuUHSsgX6vK5Icl1NsokWocxi+33MY10JZPiTjJlYw8a7Zez5TW06WxXVK0vTkhJdybn1uWFZVfc36p2MQ+FXXGcorztcxSiUblHEJ+H8v7XZ4v7SYzrqkvK4/v7B1jvSpsXbXxtbD3uCyrXIesEq2Z3u31Wk9tDVHkOxMIMWPDBZQEsPlGgLSezxTMAiUpuIkx82kE1CMFZj6VHh/WC8TGzOscA6xiiZiAc+Q0NlquC+N1KNqaXOvD/db2UCLSBhBuCLjtfVwj4vWh/qGTd839SKE/8zAyPWZDHRU1Dy1733QV0q15J3MfbA4b65ljvRCjJwSWURIsDCFPbPLA8pkFzDs+hJwCIue5YCTSvEnJ+DR/Fh0xDt6JXGLGxvZNYYljKyOshWSW18f3NtKYKqFS234QQAwb02nLJmeVhiG8s+BlneCP/KUfxx/5y1UD/seLxTEzgB8hoo8hXgAlvhPAnyai7wLwv2Pm/9HljT4fjQxo+FJiAOEDOHzUMz5+dsDN9QG77RFEwP5hi/HYx2R/CiUCJk948eoKL15dYegnDMOEDz98Cec8iBj7hy0OB5n64+hwOPYYQzjAMbhm15hcjdUaWRKvfHA9RU+EyYdXRHijxSy1BNxuphhbplsHRjfKYLFVJt+6qtrtxXYdR8ZZXrx5m6yAWm5X1CHFJ4vySpHNFqVC/jtQiDtnYGCKmYbVmjCSl5jrQDaAe2yZsDECuHUtJ6QxiPcIUqda5gFRtnVrPlGU59u9qRWmDy/Xh6PD0UuiQgdgZ97wD4a97YPytAsW+MNEGCDhHJo4x8bWeSaQZ+xHeSkrKIyjcynJ3X24d0ejcpbC+8EILJp5WJNAqoXFM2ET3OLvx5RI0Lphq3ilbt46Hl3HGNjLvA/zVV/YzNLfkRNZkyxFob2crNaa7CoSH6YvhOSmrqNyCNZlHXrd9k2VGBVCLTECWOsuZ/dZxj+0zwgnWoYVYrdGINSx1r81ecQSDASxcPSUrD9KZFiFqxREYxshQvIR8zFSZcYqyHq9biVpvTLU5d8mgizVfEuY6L7Teoq1CFkLvpIG0L4ZTycNKQHCeFOqoyakSquF8NIkmUooaR87iJt0soRrmxM5UYrQWoadk6WCPCMCkAvCMrbpeZnlWKFcocuVB9u/OeLWmUUftP6xEAxVCdOt3ghAz4hJuNTFtq/UWCoZ1vvFetro/FJX5yiYc36Otluvj2FN5hmPdYe5eAz9s9d3PFesayjv2RTGw66HuiZkbYQJDTDXgxA9KcryLewxnZclSaXlytyRo2rdLLf+A2g2r9W7CghbcRLhwadrLFmgz7nesy0lBQpAtFjrGmDvW0fputEc35h3js3toHKDTf6n6/QRwaWdgFfM0JTHOxA+pnxrXyVyozs4qVFD20C4IiECIhlSTIhEzM+VVgCZ4qrHtuFGHUJimQ2pUSRdX/OCmMIY2PPsLgNazxrSO2y+1qcykYWbWOjavek9jpMkmFbPTyKRE3oKgRuMuLuUdWkr11mb/6hUyOdhSci+66GxYrnWsAXdLUmfN5UVCPN1ocznAySSRe8RIT3PE4KMeWqh+KpjgQz453/5L8Q//8t/4ez4N/7H//uffYPa/i8Afh+ATwH8SSL6Z5j533+D8lbRyICGLw02kGz1A2QBft4xPrge8cGze1xf7dH1Hn6S2P7jsYvKv7j7U3Tvt597lgR5wmDKq0VfWBI2IAQBGcFZk/mVW82pQNiTsODbIYk6zCzJz4gkiWB4ixEBwyCxYFPIgi1JC/O++9linAtABH1ZyxmdS8I/xyR0cn2HukCtn219jhg9O3jyItiwbsHojJDD6JgwhRCCiRjEhAkcYogpE/BKC1aWnMr0WwRB0UbUsqpjbF3VUitCskdijCwjYRXL1C+KfVUFSq0ZUj6BmaMbHaxwU9yXtO0Ome9ysrDpZFx/E6xl01qv7FY+iRDBzLXRIlk1k7CR5bZQ10LWzM1hDH16cVslSdtXuvPbYyK35G7YFiqMqUAZM9Mjt3aVfaiVE8/hZP1Zg53Lo/ms7r5ROaJk7czqtNdQrnAswbo9R+vdgqJky69ZYi9FvO9YHps4jzF/zoA0z2z2aUDnYH5u3WqFuMaUhAlhvW16/ZKgKGtdXeAu/5bWeSUCLpVBS9KOi9/sHGNOCrN1QwbyNYpNWTrfF12VMX8e7RBNK30qPVbiOmvKVsWurKeEElvaYTaf9Vm2Hhw1nHpe9ZzsuTCfs7aYz2Xegg71Z7RU/mvQMbPrMpCvpZa40/K6Yr7Z8sokeWUeCiAnAqRsSqTjwoBal3kNBeuLrYq1LIV9Jpnte1He6bbffcgcrx4zzCFPjLn31isgyiInbnTNW0lRXmqfY5voVL26rHcCkOYgYIm5pXbM3yNra7uWWbYz86gsyujD2KrcCIhMplsCEnHWj67TBNVpdyUgkbhyz1PeAe3HkmfVqd8zbwHMExOuofR+yp7RYr1TWUPlk+UZ8G7gbSQQrIGIOgC/g5nvwvf/A4BfCuDff1t1NjKg4UuD7yCHj7YTvvbBHn03oe88ttsjrq/2OBx67PcD9vtBLPjHThL7eULfSWb+vk/L93ZzzL5/+tmzmCug730kAZwj9CGj/uQZfedB5CKLO5q4/zFY7b7j+QFDP2G3HUEki/yruw0Ah83gg+XewzlpFznAT4T7Qx8V0Gi1CxJXF8qJAgiCFaIQdvvgyjv0U1QE7w8dEFzOLVu7CUmEREHkEJMuJT3suxgj/yEc7pnwGhNuucMOhJvwUpYt8YTg8IxIGqjyVb5kVZDJLEKB/FBXyU1wJ0yZ8nPr/MiA7udq9zOWrdgYQ894GOWFfL2Z4EFx2xwgWXsIHBOgjZMmZZQXsvMU3eg1eY7G6uvWP70j9LrbA7MR1OU+XQ/Sjofggm9fgx5hG6eO8SqUrx4B0TpLSXjoo/KalIyD2VqyI8ZVnxICEYnw8OpBtnO6D9tXOqRxOPhk+bFxkAyxsqsl1lqnKI45R08AFd4ptEW3W5uYYuK1Mgu5VZ51bKJ1Uu8pSyZqFSgQ2mqFKFte+RrWsgmI2/f1xNjr3OEkzOszrKQFQS0qQniUCqAVPCncR4WOr7U2T5wSL1rB2Y7JzC2W533qIzmUhFptd3xuTDxpFnpUCJJDaKCNTz3Eua5jkDcqhagUwmx4TokoCuad/UdpPLPykAuWekzHz0Ge14dwXOe7Wm4TgZaHUsgWWTnJphZlGMUBCDlHKIWzpKRq+b3W7dOU3FSLV+h6Ir0iIaDXpbGzicaStT31xZKGbMYPQLDeye9Kctn5oWOj/VVETwHoWpGec0VKUpbDPmc6fslymBMCtq+2TyXZoM+kVd5tLglbt1X6w9DGcbB9tnPDKtG6c0YNpVpSS9B4KE9Cui8bSmSyENXJU9AmVbPhUkByubYWW333eDZWdKR+63dLBPQkeTw0sa20O4UIqSchmzp1u9JNeNcTgK91+bpgVTYHeRZeIWyBynItASm/Uij3MFHMkWTDiKzXCWPZoq1joq7oNbJfSUP1ArsKMpCurdoHWdNtWAvHMrQt+syXz6n2G0AMOYnPMPL3gF63CfciJot0wDZ4Sug4bDfeeIkGRT+UNnQ+tKODH8WC37uUqFi39Zs4Hz8dwzwRK8Xjtr3lOKdcR2K8sR4l+bjnZUQZlNIWwiXBYs9X2bIjgB7Ddn+FwJ9f/74TwH9ERP8QgNcA/imIl8BbQyMDGr4wOABXcNiBcOuA55sJ17sR22FE14l7f+c8xkms/xLnL5+PYxdi78XKOxKBHCRLv2N0HaPvQhRqtPpTXKiZKeUYYIJzHpsB6JyQAo6EaKCjE+HXA9edx9AzNpsphh+IF4HD/tjhcHRwxDh6h4exx83gsd14PL/ZowtvlqknbCYX2/Sw73Akl7lkJbdJCn/NmDnAGWnIuvRZ0kAVzs5YoTuS3QxcpkBQdIPruc/cUF0QLDpIAiEHhyNTFBJ7KFGQFCC1SpRrZhTYwzlHExcXk6ghCY0qgDBCQjjKBcokQAmR0sW08JQJBp5TUrTkcRDqY8zsxhMTDsf0vSPpEPsUb631O5/GXATVuSXdc8oyrUTMUtZdq/jZnRdiwjRTtAphKnxVLWaUzrF1aJZ2H+6d/q5EgI01rbfT7BpR6YuSNw6IMYRKJGgbiPP+qhCk8856O3bFPZ/1E1boptn5a1ak6PFhFB79bONtbV4Gm7RPv6vCWmtXHF+yinlS/Mu+2WSA+puj5EZaEwCdIQ61DM17kdzFrZB+GtpWNvN+oHSxKrqaI8Aq6zFW1yqbYTDsOqdzSBXleD1yK7FYPaXio08Z1lVRJOSKlFWWydwnXdvK9Ykrx1AcUy8BpmKtXSjT/hbbUjmmCry21XHdi0avBXJizdYFpPtR273BXlv2M5F+aavElUcnXlfCridlm9fawJj/tiR7nyOTZ89e8VuZh8A+U2Xy0ez9a7V7+z0eTgeE7OPi93kbotcCp37pu9ASAUoCRiXPFFa6+Zc7uEQF18yLcreiMj+CErxXgWi1yWtdQeDnY8Hx+tKzgjAfs9IjzpElWim2Q69dsoZnSqt55u1zGussri3nupIxZd4O7c8m7B51HKXUvheSJiN/dUcpEw4n21jnzwKK8uNo0Pz50+cz9mNhHqbxVlkojYXej5oVX8dYx4MATMFdqAzBiWT6OS+TdwEMPOVuAjUQ0X8PAJj59xPR7wPwlwDcA/g/MvP/7W3W3ciAhi8EomQSPiDC1zYTvvsbr6O71GYzou8mDJsR0+iw32+CJ0AXPQI0TmuagBHB8tx7OCJ0boJzYv3vemFr+26KZMBhP0RywTPBh0Qv280xhhjsQx4BIsR6vvbBHpthlHI7xtCPePADfLDO70dhzj87OvwkJnzH1OGD0eGD2wdshhFDL6+VFM4AABt0I8Ds4HxitAGxDEcBNih/4rkg7LMkq/Fg7kS5roxzH15GmiV/GDiGQoyT5C/YANiSKIavWLYSsgmWdCuxa5JXkcYzqnXQZoEurboqnBBEsNE8DJojwZ7XkyjMh5AI8R4Sp/yBY6MgyUXqXuc9MPSyXSP2HcgnC4wPgnvcJomTAjN5ypQY6VnYCSIQDBRe+sRWEUtkgzM5JWpQ6/dVx9HVc2KCN9v4RHd/JLJicELaeJZOX4VwlMmnrS1VMNSXekcmkY95yXeUZ5F/CMLNAUAfxI64rRfktwfwzBLvzD8rTAJJmLSwceDRAwFJeUM4tgnjackwj3SSQ8rOLIelVTYul5ByYujzkxSaJJiWok8pKCoJBeTWUCJkGbbt9aUSXOYm0L+WEIhtdrmAVgqk1uLogyU8KizhubaeIggJAPScY/AW2XR+5oLqMsW9FOrzkVJLraO0baEjRudTWMoSSiuhDblRd+WaFVzJJEsOUZi7dru6GIfOc6s8kFvMde5qOJIel3mZ+kzFbzDfSTqVxXdbCyKj7sWi5VpX+czV345jUIZKss0q0mXbKPxuE1VqKyKZUlGyqSgjJlNF2oIsa4O217a90lc93ps227bXrrVt0vHRXug/e175nAFzha+m5AHJ8hxzpxR12dAzqYtCXemZLFEm4rOtUwt1re+lF5K+CweX8gR5pJCvkVOoQdn/0ouGi7bqmq1k2jG0YgeKeVT0Og+ZU7dIOYtsqGIJTWxqcywomWE9kmprcblea94j9XTQ+2Hnn33PWSLAPvNArsBaWFlLoV5J4hki2fd17dex7EjkDWbC/uCw3YhX6iEYqIAg43khCawxigjognfnNKW1lwiZjKMeg8cpt8pbgqq02tuxTPMgnasoQ/P0mJafb42IaAhJCaPnRMD7wAfI7hFP31Nm/mHz+febz/8OgH/nyStcQCMDGj4XdCDxAADhtgvWasd4fr3HJrjzX+0O2AxHuOCSO40u7hIgyrvDZJIGbocJbisKcddxUPo9hmFC301wncd2e0Dfj9hsj5hGh8Nhg855HMcOfTcFhdKJhV89DibCOLlYh5Z/fXVAF7wNvHe4u9/iOEr7Prw54O6hx4/fdXgIr6GXYBxGwv1PPhOh3DG2ncdu63G1GeNLQuPgqQM6jyz2riPGUAgGzITjMaivJKRBaSFSN/NNUMDvR3ET6yfG3ejw2gOvwRjB8GAMLKEBDsCNWgKQM8Azhc3AuiiTaQeRZvJP7o3Ri4FTWQz5nzMvR8lfIC55KgTdHTv0E+NmJ+TO/UHu0zg5DD3DTYzJd0lqD7jTRI1A3NM7c29Drlz1Lu35y76w6IR+HKakmKgyocKc/u2IoyXHJnHTclTetC/0ozfuqACO0ZtFrbSl8iaK/VgpX2GFpA5pP3dA5oG9byoQ90FAVGFKkzHuw3xbs87pi4VRF4B1fDSpHpA8CtTTROuzSrNakbqgHA5IZJPWJZYkHb+QuRq5wqXn1iw0eqyMuy6tRH0xztZqZe+nFUqtQJdvP5egc1HKSb9Yl1cOv3U0Dx3QvxoeUSbCZFOuCLh5XUdzvgrzOxMmYduTuatXBc55kkgdAw2V6RjQbUTt+GqCxs50qhTwVfGmMB88RNEjM/52a0IuPk9KFpl6JyTL+CwMCokEjSSAUfL0GnudCs92qz5FzQPCtjPrM9evARDDJGqhGlEZMveqQ77+qrahoWpWyI/JPE+0wUJbYAlD2xYtW/tKKKzSpp1lP2peHXHdpZy8KJ8Jdfqyu6rAXm/KrXkDLeUQsFhSeIH5GmLbr5895LnrCDHZsCqL+p5cgt47a5W3ZSs0WZ+Oh0fYHYclGW/Ny0dyHolHgB3nGiFOyIkg3eHn4ClT6mHaW02Sx/U5Xc7RlB0/kfy1e1CWCyTi184hZ85XT52OUgLjaZIwwxQaQNFopIYeGRcP7vJVROXXvmcAEh46TQzApXe8T31Thd7eC+2/kpsqayg0pFX7aPMz2PCJcnzi8Bg5gxDmY3GyK8o5lbTxXcDnlTPgi0AjAxreGux2a30gAz7oGc+vxxhTf7U7Slw9MTbDEdutvJ68dzj6tGOA90mZImIMnY+K/9BPMXbfOY++m2ICl66b0HUT+l7UwG6asgeaPYU6BhxHikSAsLhCNEhYwIihF68AzdwuoQpybhdCE17AB3aZMIIxgfHAhI6BK0+48R085KXadz6GLXSOQQw4B4zBuq2LeR9eQrpljWeKCqJTJZ3zl5guzioUHIKA33nglQdewOM1TVE5ZnbYwGEDisx4yf6qIl8iWddyy5cqOT3VXclsbKhacaKCBFH0ehLL5n5y8F5chAHCpvdhW0AK80VZeKALhcYQCk9R8MncfikJpKr4az4HTQY0VdwttK+HystUocIDYIQpJOZdvRdKph9QN9A8rEJfzlaZmY0n5u2pJb4SZUbzEXDY1k3UHxl3MvGwxkJLRoCq1R/ams3BSpts260XQFlWzJ4f6j5WKq0p7ABifLeOq1oku+Jcq+BEl3jMXWaz9trvnIR5vZ9qlSUkEiK21Qi2E1MWKlD2q6bUlIqI9SzR9uh5qY2UWfupON/uUMDIb4e4vvKMMAEQ8ojUU0bVhH373SZFjKSCUaq1HUJWCrkzgo0ySVniSxtmoH/LsJ3aM7NsqZVr7Zqmv1lyQevTeV7mANDroyfBmQKzKiY2GefMtZnS3C0V2Vl55kd9nrNEpEiKalfcL21CbA+Qxe2XXg72XlhlnIDZeFrUlP1an5bC0OI1xbOjKN9TDmnnB0vgAmkdeBPouFll3Fqt7fGyuXanGWeeley5wuPbGNf2inKj6649V9up+XLKBteIwHLPe3B6vyvBa6+pKZM1IqDsh73eJiNUz5b5NfJbJHhgFeq8zJhcVmUFEpkr5lJxIa6e50SAyh5uYcJrCMHkga7TBMLABIoeBuoBWXu3W8UdVMwzBhzVrjLPM9XluRI6pjUC4d1VjRfQyICGhvMhL1bCd5HDdce43U1BsZZ/RIzddoRz4mp/c/OAj772GY6HAdPUYb/fRK+AaRJlXRXzbuMx9BNurh+iS7+SBM+fvwYATGMXj+8ftthji7vX1xI60Hmwp0gWZIKvp+jKdXu9F6V77ERx7z12uwOIGK9eX2EcxUuhcx6dA/7iT97i0yACfR0dft52wmeHDnsGPuiD5Z9kb/u7I+HlYROV642TfAlAECA1pp0kadjNbsJ2mND3Hq/vB9n20KuQj3juNrjTa+ZhANG9+KfZYwRjZIn/34BwxX0UlnsAO0ou1grdBql0wUu/I7ovD5A27DrG7dWUMeUA4vY6R++w8fKSOwTiQ7feOjDwUcfYdoxnBOwGj48/vMPr+w1e3cly1XWIsXebgeO91CQ9my6FYRy8JNjTeQlIPfecQgU2IZ32NsQBdh3jcHQ4TBTJlqWkR2nOp5dED+CjwYeQiCRIdMGq0BHHPBSTudf2ZW4xGUut3gfdxs+RED33Pm2VV2b81aR8QFJWdiQhAyMIWwCI8yBtHwdzbwEVsJOCtAkKTiQuIMqCTQg2QCy15baE0QLKVnnL2zwiJcWzYQkl7G4GZeI+a7XVOqyldDDH41ZalLxZouDENJN81BJzDLuEWItXTL7EaeeQweVurksZ4xn5PQfyqjXcBkgEkQrZlgToSmE8FF4SB8coeKb+qzeLEhv2nqb+UVaWflZFQ/sC813OTe3ae3n2ewqWxHC/RggRMEKVNM6USSUKJ9MuSwqop47P1LEEghJheTv1N1V+Gbn1WPOX6Dnqrq2fLdkErruTly7w9njZFod0kvViiYoz5USA53QBhfZMhXJ8NH0q+/0YBbMkAojmgqW1KpZu/uV3II2jzSuRERrFc12SVRoyAeTrkSp9tW0xS8zGJpyTvHN0nDn+tXk79LrYpzBvsjUViZCwHicHL0ThtufYB80LovcVlMhG7f8YmAUiwlXwONTnVN9f1j3+GXLSX59d6yWn9assYb0kdC1S4tX2N/dqktHaOLtGqkdAUk7TuPHsHpSwqm75Xq6FayXiPRHxmsdn4BReuHH5VpBq1GIA+5EAEDYdYwMfXyAqg4DlPd9BjVEi8+p6Pk2UHZtUhvWIXhcdOOQl0XU5ySAWsk6nUAZNyKvjreOS95tjWFZOnug5c/JYf3eGJNJ3hiZnjTJnLVb1XQGL8fBdxaPIACIiAP9TAL8a8t7+VwH8ZwD+GICPAfwxZv4tT9XIhi8/JJEc4SosKw6yL+1u8NhtxiTEUO7Of3Nzj6urB2w2R/jJSRx/tNYnZV8UKfEg6OJ+rrI1oGNV7jleIxZ7RMs7ALiOMfCYyp1SPZoI0HWMnjw0l8Dx6OCnAftjUESdx+u7bSw3uvqHMdiCcEvAbiuiyugJt1cTHDHGyeHh6KKSqNYZtUTrC3fTJTGnDwn/mAE/UbQSS1vCNndTUiw85/HkMH9HAAfyGLgLSqFYgK/DS7039ygJEBxFHX29DmqNN4oaIALKVc/YdB5D53EMYmpnXunehxeVIxAzXKjHugIjjMumE+LHhZ0ihoEjEcLh5Wi39pmC90jcas8nsqEm4GoMXEcyzpvBm99CPWS3ATJKnGmrFaCtEYBRF2ZGnytXeo4VjuJ4cTpu76nKWZoHYYJ1zU9Cqm7VZMfVWsEIQgDE3yvtLfuo52lSR/196VoqfiutcEBSjuxvpRWxZmCxVr7yHuj3mMxwoYx4zUIHpP3LYumaG2tvjq+Nz5rQWwsZUNSus8K6XqfWfTuHyjKSZ0PeVnuNM2WutVlR67NVqtRV2xJQ1T5h7kZun8Fa2MosmafxFCjrKO+BkgW1smISQczXASBZQTn8rvkOHgur+Nvv5edTKL0u7LGlcmoW9rLMUumqlWdlaKvILxF1AGbrVq1N5/TfegpYIkbbfEq8t0RAflxKyb1wOFhk57DJ7WrhFra9mu+mTNRn20IQeccSsHp9+R4q+6NQpbFMWjpve5IpUmLjOSFowxIUNs8PggHDEgDlO28Na9NxjYjJ+1ISD/o+4zgGtn16P45BlnAEOI/olQggeptaJdoaZPQc6yVQ82BRQsA5gDjJhGvQkJ/sGaN0ryz5ar+zWfWCKGTGKK+TK8fkvPw9866jhQnM8Y8D+CYz/wAR/YMA/iiAHwPwOwD8CIAfIaJfzcx/7ona2fAlhgNwC4fnDvi+r99lvzFTzAHgJwrx/GJlv77a43t+wd8FmHDYD6D9RhTzUZIFqtLHDGy24qbfDxOm0eHFq2vstkfsdnvsNge4zuN4kG0Hx2Mf3ffjIu08aGSMxy4SBw/7rTCyDjiOHY5Hhw+e3WMYJnzrk2fYHzu8eujwciS8BOO7PrnCtvP47NDhdvD4LtPX770acfQOu9C/off4zq+/wnZzkBj/sceLlzsMfYfNocN+lN0KroYJXQfsNiP2xw77A+H5zRHD4GUnhdHhbj/g4dBnbmi9Y2wGxnaY8PKzDveAmICQu62qon8DBwfGA3ywhhCmIBz/fR/u4VyKPVYiBUAgSSTRoJIWN1fCLR/GDscj4TC5+Ps3PngAAOyPXRj3tHuB5mHQ7/ICkus06ZAKBuNEuNpwyNjboXMe19sjvn3YyrY8fSpXdoYAPEv4xsMosYn3RsiwXgFqDVJh/VY9LzqP+0OP/cFhnHKr/qbjEHvNOBpyQcu3W/B1BNxPLpExgVHvQr/uJrH6DCE2kyiP+daX68iJlNDEaX0Q9KZJ2n9gsSwdwbLjA6WkS1sno+yQkiAN8cWdlCuNzda+JGus2SbL/K6WKE0m13ESPFQo0fmjVq+42YO5H9Yb4t4I69at2iNtSWmlFRX8omUiWE+yrdsCSVIqefobQpvslo8Ty1iphXXJjT/PkF0Pg+kI2HY6R5PlySrXInxy9BBRQdXeDxUak9Cdu7/qR82rEdvIyRI4OMlPUYvvtOQRI4Wn9NB8F2lO2nqt8qAup3oszeV0QZYAz7RTt79kpLkI1AkmfY7HcJ3mvtizEgsy3ztQ9PrQMvM4d86s81GRRyLH9BwgbXWo88nmbigVSzvvKJyk9Zf9UJSeBDUlvRa2sqQcad32d+sNkLwZxPKZkT9GUbVllfXpMUsGa5tniqW50OtayDmJV94jrWPJW0G9EJZgSUGrgHfIcwdU7wUQc4xYsq/q6WGUxy7c8CxnCKekf9mWd0htqr2n1JvCgeHjw6Pny/vDheSrr8PxXVgLN06Ja8rmqnow6Ry2CVlrfdR1K+W9SX2W7/lOAMRpO9/Su8CH6zX0bwzkvfWcs+FwNU88a9W33gyKMbybNpR+q23Xp2NYkpxZThkzX0YG7sP7BQxsPOGWHZ5BDROUtmJkXaMJNEm+qSnIZpLbSuuUBdOHNus5Q8fovHgOHMOWyEc/t+LrXLrqGA8hFFKfO7tO69yzOzSYO5aRWpYoseQOhzEoiWa9ZvTzRIbvJN7hDj6WDPAArohoAPARgFcAfhDAP8fMTET/HoBfC+DPPU0zG75s2EByADwnwtYxrocJm0EsuBaqjBMxdpsJm40o9d/xzU+wu3qAcx6Hhw1efnaLly9vcX+/xfEosfjeuPMfj5KoDw9S1tXugKurPa6v76NHwJ43kvk0uO9TIch3/YTNMOLV6yscDj2udgeMU4dPvn2Du4ced4cOr+979L2Ud39w+GSU9u9A6J1H3zFuB4+OGJ++3GG3GbHdTNhtJ+ww4dnNQfILhMSDWi+zbH3ILMpzR4y+55BEBng4yKO4GcRronM+7hywDWPheyEtvBelMvaLOAqwRMAWyX3QKi0dgGt2Jl5c/t09dNL+7QQak+iVyBSO3gKeCQ+HPoZ99D1A5LFR5S9k1D0cXbTQ7wbph74os/mBXCjR/mw6j03Yx3ecOknix7r/uSRQnLyTsSyyHB/sixG5sLCDCCO7jo3AwjiMDvf7DofJxQy+to1jsbUgkBML9tyJk5u5zQmwn6xgRpiYY7y2CkL6araCUHQFRZ4wCFCPlOTlofdZFTIN8ygFXkfJG6Nm3Su9B7Rce1KukCZvlzIx5DGeE4Q+pN9nVjEkAT/tI0/xfIWW0ZMKuHIvOwYOGq+JNMf7UNep5F+pP0GRho5lLkxa4XnZmjZ399fj0lcO32n2uy2z9szYvzXYti2dZ5P8pevy8Sn7ZhVMHSMd05h/oGib3fHAxqiP0UMquFdj7mVqt74E5nNmNMfLfp7j7q7zsTYPO9Ds2S7121rYlC1jrS3291KxXfO0sXUvWcbLuH8ts/TucWHd0H+2vWw+l942zvxeU6btnvCnHjdtl10bFFycE9u+NjiVtiohEPOEmN/sDh8wv+mBFH9tW1Rv58yDq7iLdhy1LdoeTWroOK1rcm4qQ12145oclOIdBYWvsjYX3Ymf5blNJ3a2Tk7ea/ZdlHYpUBKBilGRiecIsPHVcWwpGQP0na1u6TUvlNzrIj82X5sYfTExuNJPR0kB1qNL46WEs5J78XzI+nWcNOkf4TimfAGT112XHAb2MbQRMARLkOFsThlACAWVncqkw2XfFDFsxMy/cu7p+pXPg3nH7bqh63sKFdX7zdm5SrjUSJd3B29nN4EvCx5LBvw5AL8bwM8AeA7gvw3gtzDHJ+7vAfhVb968hi8jHIQMeE6En/fBHs9uDlHxtVZlWdwY0+TQdx7XV3tst0cMmyO++b0/hc3VAS9+9jkO+w0++/QZPn1xg7v7DZxLi+YweGyHEYew1d84Oey2I77x7DPc3Nzh6voBx2OP8dhH5TUmEhymzCq9GUZcXd/jsxe3ePl6h+fP70BHxs++2OLVRLhjgMYeHYDv2HrsJ8K3MOFDOHxAhG3vsd1M2G4m7A8dPrnr8ZGX7f62w4RhmPDx115IwsJhxN3dFY6HHl0v2xzK+BD2I+F2I27vLmSivT+4WL5sPSMhEESE3fYYdzzQMR4nzRsQcgsEQcdBFF21CModoChsXMEFoUOT1TDujh26Dri9PgSl2wXBSUIblM0+HqX9d3sH54Db3ZjlgQCA+30XPQlGT8Jog9A5zGLRvBEorCu3uOxzJEP8lHIAqABxmCSm/24ibJ1Yd/tOxiDb/xy5ErJ1jKuecb0VTwCdG+NIeHnoohVEYxutVSVadlmVXMYAybhv44ZduG5wItQpo37QFzuSB4SiI7H+EDMOE0ULr72PQG5xjONF6bPUy9m1R0bcJ9qCkOLDvSmvM+VZl1SdSykBnvymymBNoJqAkEgz3ZONChSMmeuztYxqdvkDp2N6L7aBzNA4/GghItnlwSOREFr+0hZ41tUxHoMqPGL9qhEItWzdepoeK8eEkY8hkAt1VuFMCkbuilteU6L0VKi1r3QLtgq8jcOvDZmeWxJmWm52LhmhHxS9YDwDBy/KvFWIpqJnPSRxoLadkJRNh7Q1msIqeuUY1RRnLaczd8Q+W2X/7PclF3lL1jHmY2gVOQBZzHdUDM1zVwrYMbyC54qRtZqu0wmpLaUSXrrwc/HZttOWE/tsqi5j2su647wp/mo5NifCUriEL66pVVSSCTbJY3mvy/uucz0j6Mx55XOQ3LMxm1OWG9T5U2uy7iag70jbL7v9HyGt97Yc69VmUVOu9Xh5fkl+p61BRbm2cfl6fuxtsWbrnI6x7Ei7JJC6rRcDYcPjbBtKMOxzkN599p7l61K+npeKc06kznfO8eCYz0ZCWuW4hv8dvby/Dz6MZ+8wBFl0CnmppklyJ1lZ2YaHxjDFNKKxr+W7AAihpkheHEsEdW1VOEU0WCLAerTZtupzvvZe+qqDgUYGVPCbIWEB/wiAHwDw/wDwo+Z3xolUEnu8xJ/Gb58d/378EL4fP/TIZjW8LTgAH6DDDQHf8+EefSdeAJthjIougPiZmcSiy8D11SG6+G+2B+yu9sFaDvz0T3wHPvv0GX7yZz7ET362waee4tZvGwK+thvx8UeyY8DQT3h9v8G3vr3Dn/+pq+idsA9K2a/47pe4vjrg9uZe3LRGh//spz7C/tDh5mrEzdUBH4w9rq4esN0c8PLlFY5jj68/O+A7Qw6D7eaIvvfY7wc87HvsXuxwvR1xtRlxe/MQLf6Td/hmsJBLv6XvXTfhk597jr/+Ex/gfiIcIcTCpvPoe4l533SM+2OH+6NapmUx324mXO9GTBPhcBxwHLcxz4Be70j+bTeJfHm2m3A9Ie5Dr8kFrbVWlbCrTlzybVKbTdjZQb0XukACTJ7wcDQhA8aVfZqAl/d9FPTtjgZ6bu8YvQNehpCBj3YjNoMQJ5+83OLFwUXFfUPi7na7m/DB7R5DP8U8DZt+xDQ5HI6djIEDHo5hq8RQ38jA3cFBtw/U+RMVnjDG170kCdStJOW+MbpOCIA1t2i1FFvlpXR3v3JJYJpYEqQBImDc6JaZ5uV69GIJssqoumhzuNIK6lcmiY+Wb5VqDfVQq9MIUZiY03MFqKuozI+rIFXbPZ1L5J4bqX4tQ8dFkgUmF2w7TkPoS/RqMIK4Jj6Se5nCGgi5Uo9wfUy+p+ErYU4TAZjmW22qe6fCCnfipk7GLTfd4+RauYya8JUpAUZRk2NpS8sSSQmcl6XzRuNWtZyawF4erwlxNbfTWh9S2alcUULScUsOqBdRCc13os+YWoO3Qfy2ie2s8hf7gDRfJkMw2d/6MMcIiTg7Irn7d+B4f5MCKm2122GW/ad4bv65dP2PRAIly6/93ba1hvK4fe4yd2+sW03ZqE2lBRqYW+Ct0uaK7+V51itpyVU/zk9QVOit+732Q1GWteQNU6IssxbakCn6lId0LSnHZZ06v0uh1irQ+fPEM61Lw3jUmn8f3Lc3SCSsvkPFM4CjolnCts261dfahezc/NqNucH6zrL9rUHHLVr4w3HdsSjLaVAo2enZSaTAEuyaZRV+2w7bdosaGWqPp0R4NQu6fNf1tqfyGaLQdpGDdM7axM3TBBwg1v+7iYL8JnKxymexvrAu7tnFsMGORCbpA+miOyKdQjlGulZ3ld/X8iuU3zX8ZQrjY8fRxcQoeKPcKF96MFoCwQp+OSRJ4Ajg/0NEfxUSJqD4bgB/Z62ALZ7h1+F3PbL6hs8LKmANIDx3wLNhwsdfe5Ul6wPSIqef5a98j9v7dRO2uz2ubyTWfjwMePnyBp++uMHPvtzgWx74lEZRSJiwYwd+6DG82mHTTyACXt/3+LlDh7/evcAAhwEOdxhxjR6/8NUOnWPc3tyDvYP3Di/uBtyPEs/VOY/dfsB2K1sYfvbyGuPU4Wp3xHZzxNXugOubB3TdhJcvbjAMG5BDICJGXO0O6HqPoZckhNdXJCENU4eHveyEcH+/xbdfXOE/nxgPNMnL/tDjyhFueYLnYB0zgkFPsl9t3zG6zgciwOHlfY/REx4mwlVHuOIJw5AIhHiPwjZ4NAKTB0Z28cVuhe6egJvBB/d+ISZs/O7kHTi8qCYvWyyO09wqqThMFJUaFQQ2hZWiI8YxvOy6LiWOZBaLrypcHTH6jrHbjDLew4SHvSxPjhieEhHikVwY1dJgdyTQMgnJVV+tEpuBoxuezNEwdiR/pZN5DG0WH1wIU4FniALytufouaDXphenVRHT/SlrVGFLXdFV+BClWTwnvEdmZspc883nyfwLeRuDcGWV+zSGSYDW+1h/+ZVxiQpV0kqrogrfNaFDlflYZjHGNaVMyxUrbBA7KQmZek52Hyv163PigLN3DcqsRJz+roUL1BOQ5e2wx8qkgWrpUisMGJDtsdJ9UnJgSREox2OprVJ//fqyLxTaWttrvMxIrf3R+ONMoUE+V2rQ39WdGpVz7RyT83PSQMtQ2O1vtaxyd4vMpbyoryQWgKQc1Hb2srHrpXuw7cMSynlSk70zEgi5B8NSHTo31sIZlITQY4tEgP4NyoEdv9Lr4E1giYDSc0E/E/JxzsgcKi3N60+HLE25cmvjqhVLzx+gRLOsd/vQaB3HDrIG6TMVCaWVhcm+m8vdDdaed213uc6skQAWdgwVXfG8l+75NWg+hFOJKu2j9Bh1bI1IKFH2X+8LOBHLev3kdVtpkSWiJwcovXf1vBOdnAJr1sFsI420u4AS73bs1+7VUrhX8nw4fyRt7gC9p2T+nRt+95VH8wyY4a8A+CcB/HEi+nmQUIE/RUS/GsB/COA3AvhtT9PEhi8KA2R3gF/8fMR3feNFDAU4jr1J7hdeQMQYpw6v7zYhCR3hg9s9NsMIH7L0P//wJb75PT+FD77r5/AzP/5d+PSTD/HJzz3H3/qZa/wndI8+rFh/u3uFOxxFAWRCf+9CbKP8u+56fOx32KETwsABR3j8py86fPzyOX7+3QbD4IV86D02HUIs/4Rp6vDyZQ/vJdZ8M+xxc/OA/X6DT1/coB8mXF1NuLm9x9W0x83NvWyRN3a4u9+CmfD1r72Acx7MhN1ugvcO/8Hf+AZ+mo4AbkLyKsZz7rAD4cOt5Bg4hPgyFYQ1cd6297i5GtE5j+MoeQvuDh2+NRIewLjHhOejw+3U40MvZY1ewhae3xzwM5/u8NnRJesXpdjyQ1j4dxAL6tV2ii73+9GFpHhqbeT42+uHLrr1q+VhE8IFNF+BTfgTE8o4tU5LQhwCYRes5X3Yus/pFnsI7t7EcReCyRNevpbN7lRhfzAeGC/vexwmSRDYhSR8By+WZEJSFFTJ1CR9u8HDOWHsFSpwjSEvxKbzmIjgGNGteRoJmiyJkAv4m2CFZCAmBNwNHt4DdyOC+zlDY+k0CVBHjGPY6WAjwZV5KEAh2G1dsnwDMr4HTzh6ygSTeH34SxAXfQ1nAEQRUSFTyYXSzVU8BCgTOjSRHiMJBuIBIQLxQMHqz1SQEBwTHOr2gpsg/I0sIS0bx3gI9xRIuyOoEvMADiEuKS+CVQRENtHEUkm5swngbkApeaIZJysw23HUnA+A3sdkVdOcDGlbyHkiKx1S9RooXW5L6LU2/4WH7AJw1NjSiggbw0kg90Ctb7oNmSWyZu6wPN9P3Ap1FV02UxbKRIGSPySVrRYuXfM0bOiV9TCCzFEAMZRJvUgmpHljdwI4hagghWttKAGFZ7YP83uoXK/9XlOmLKngiuOjGTTrjq4ovQVq5EdJyujcI8wVG3u+tfwqMVgSFuVn23Y9pluQWlgCwCrVdiyU2E1rRJqHdi5ZYmAy32tZ9peIH6tblV4aJcowjNT28PyY9p1SFHUNL49Zoqw2dxyJS/8mkPe3pt6O5sq09cSz7bLvCusJkuaMkIRL+UIIyavnaAnl+DcnPCxsglJNOKpllqEqKI7pVoQZWQZgCLs3lbvspJCE5fEsPZ4sOVKGQk3FuUCyeOv/1esKphzbnk14Nx0hxoyXxw43gxg4vCewBz47Ohwg65rmcho9wY2S+LjrRE5yU5K3PFJnPCgQ9xzHqTRU6LiUW7jqe6bmIaDzVr1OiBj3o8gRtXeYlqtjMDjpD1MyYiRjhso57zZamMAc/wsA/zMi+lEAewD/XcjWgn8UwNcB/DAz/4WnaWLD540BhI/hsHHAVefx7FpyAvig/O8PvVhpTUjA/5+9Pw+6b0vvu7DPs/ZwznmH33yn7tuTpJblltuyLSFLDHGAhGKosiFUAaFIyqGoAKkMFKkkQBEglVSlKkUIUCRU8kcgE2BsAyKWDSS2AMsCGduxLEtqqdXqvj3c8Te/w5n2Xk/+WOtZ69n7nPd3b1/LcPvqru7ffd/3nL3XXtNe6/k+w/dJxHGJQb1rI6fdyGq5p+/2PHj5MU2TwPPjd+/x/PEtvvbVz/HoyRlff7zkHY1ctQN3tGehgYHItWRqqPzunWhLT0NLIsBb0rBQoVHhRBtiTmC3U7jetJwwZHf6BI1Wi10hsRvGhnEMNE1KSzgODetNz/OrBSGcs1ovCgFhCJH90LLbtXzn3XO2Q+DialGAWd+nuPlLItcSGYn0NJxqU6wy20EIUi1i/lA6XYw0Qblat8VCfbVr2IxJETCiWbkgOUY6kdHoPglD19uOfZQJSDXrtea5hCrYbXdmsRZ22epvbnC7fRW39tFS/uWDIqRnJ0GwKgP2MRDHas3oQmRvaReZuk5utqkVXVczCFhspBeELEWggfTkVUDJeKCzei2XMlKtREnwcEKCUrIx2N8Gtgq7bwBQgmZSI61pohKAr4dBoAoIJly1QcszpsLMTMjLTMOR6sY3jUdNgp3Fw3dZeDRgFbNAEIRJ/m6YWz0t5joBI8kAq5lJVqacKuvSCRjm0uof8yJQW0Im1ICOLcwaxVxiZ109XgC1sVUqUBSOu+zLrL1RK5lS76xdxwCXWXnCrM6D6wQsZdj7uWrOwZv9bhb7m4TXyWcK4wcEvsfbcNhIWy/v137/1GMxu8csoQfPx7GfQ/HkKfsfU8Ber6sgXajKHOMRMG+fpCjQsr/OiweZ6Vn1GQEpz5hb+g3UenA7r/cYiJ6X+dgYePZeO/YuiBy2wb+eXrA/NubHOCTmrvPzPvjiLf3W7zD7zt9zU4y9d0M+RuxmdxwD8P7dfJFnyLztx1KzWXvm19nzXlRmW9LR+o5ZmOfA9/3e3KjpxfJnhK2FStp3vBad/f5+Hkm+eEXFXHHh75lDujnHCdRrjj3/pvZM2kY6X1Pavhd7BtxkdY6zd+mDFn+9VSuuvpuUD8dKVIgxyVX7UYpypSXtZcXrY+bNCRSl717DwWfzElBUpmmafQvn+/pNXgHp76qECPmw9gp+X7wy4Fix7z/exIFWPiEQPCiqugf+oSNf/eiRzz4p30MlkCxwv+cLT1gutnTdyNX1ksvrZWKyH4XdEFh0IyerlDZvjMLVuiss/vfuXPHSS4/Z7Xr6fseX/+t/kc2zE77yX/x2fu7P/iA/txv5y81jHoW3oIfbccEDXXGmDfe05SsZ8C+0Kd4Ar8YTzrRjQaDXwHkG24rycuwnloyrXUPTKF0XOV3taZvI+fmacQisN31JI7joIUZht295/GzJW9ct33reEYDzVjnpR+7fWbPZdlytW/6T3Z63wjUnz1raHKLwUlxxWxuuZMjp+pLwupFIyEL9fjQCP2GPskPpEU4Q7pzt2O4bvvqsL0LWjmTNvZSRpQbuErjdKCdd8iAQga4VrtYtjy5aWlFWQVMKGa0bdATOMuAeM4fA0+x6Lyg7Te1adLGMW9do8mLIyoA+KF0D56sUuX2gNd/CfmxYZKv/oo/IHq72LYugLNqY0igqvLdpuZXXTtcqp2OsJEJiXgUpPGEcYb1viiv9sknWfQParbn/ByVoauc+x9W1KvRBWeZn76IQ9w1BlDZo4VVIz5XMmZD61LZK10TW24ZhTLwHFl5wuWlSjGDufy/V5XPRpDCPzT4QNfFClDRJMrUepRCRFM/fYeC/xlfa4dtKCgkwBZBI5jqI0DfQzGIP5xbJrgiXQsxrKqVjk7LxR6WEVyimQKjChXkEeDfwY8KiB41JaVWFqlaFJcnCH8heJBm0m+u79TkphZKEvM5tbjKAa8QJy3mvMmLEpBBKbbFQlVM33qbw8FbGSM1vPwFk7gMfw295tf0c+fehWqKy4sUNU7WMTYXYA0HrBmugf6Z5Jgg1SdRN3AZ1bCyuWCffHSvWD/u6AEWta9UrBI55m/rQE3sP9jGF8qR50OLV4q26XiAxRYDN9TL3tiHF4xoJqr/eRqB6pygD1QLf5bXvlXk+Hlg5jAufKwHmoHnSbypg9kUwJY8fI0qLC/jPP30K0JssfQdLh5nVeFbnvD3WBhsLIwGz6wuI1ul7YwDYvwPGVWH9KW1w19mc2BjN6/bl2Nh6wFjGONdjoT42L5a6b16X9fvmuPZpH6yvc34Oe5+PKQfmKfKs2FzuNFnvfdpROPQEOOg/h0pG81hK7ZtnwZnu2XOA6F3ObX+3lIXps9pf+97Gwu/vfrx8X32ZKLttDEUmN5oyxL8Ptne9aP2/SEHp99ibYFzdj9MVlurUh2+Ua5muq0aSV9t6DFzmL04kySun/Vi8G43jyfd/0metigAzNPnrI8mAIsHdH+sa83u0leNKuXTPekx78a1WWeS0ybZ2LYU0kLkKqgHJvxd17jNZ4scXJ6eix5WPH5fyYT0DPikfoxKAezTcbZVFE1n0OY/8vmO37xiGBPJXZ7vker/YF7ft/dAwDg1tE+n7gfv3nwIJ1L386kNElD/2r//tPHx6wtcvW94IW74VrtjIQKcNSxr6vN0+DnuuNXJXF9zVBbdjxy3tuKvp+xF4K+zYSQRt8uGfQhl60sG4DGkTXmT2Vmvn5eWSEKBtI+88XvLmXgqreSC7fWWgPqJ8fYw0a+H8+owRZYty3QwsaByBjHIhYwZZiqIMoqCRQWAD7BF2KjlNVVIC3CEUgeibj1fZLVrZQQE/AEtNrv8PGVmPgeXYsNo2E4GmgjXYxLpBtwK3RbmOwmVWRniXWQFO8y9Pd6Gk24sxVWzunUlgTvH8fiMco7DdNckzQGE7BmQkA/8KDsd88AwKVyi6D7TPFyVtznZMz7qzqqkgd3thOwbW2T26zQLBMEpxfy5Cm29TBivmHrkdQmHyHwDJFnkrXstuqRKjCtt9Uw7nBs1Kg/R9p9UaX/KxZwXDMNq81LEywTAJbVKEsD5A64R8+9w4HqyeQHIrTOzDTQFZlupw6lo6BYb2e0tSSpkbtrnyTlxL3T1eEJrmoE+/H3P7hdRuSwc4cffM/1YmbNl3DvDUZychZYcJ9pVAcdAKHnupwpjl7R5z6+y/tn68pdSHH/gxmoxBEbCnlr+5oDUX3U0o9YLz3Lruf7ewEROs5uAb9zNI5ePwdU5nv/4VAoWl24RMH05h5SbZpsYT1znzLrX+tzFays9pHRMrsPgeTvvplQIwVQ5ADcexa7xnwbFioNOe0ZmFbnZNoCrQPMiPR2q3PeeYO3oBoBxXBDCpu/axgqLDezxQK895QafnoQfc8Lcc+czabx47/n2YA2q79lhbKli182P63USRp04JfEO/biITtM9Gd42VcOQzOFQC1Ha9OD+69cnzc8yB5xyMGgAMORzM7jlmiU/3Hyoj5m2w5/hyTJl3LDb8WDmIi3dkgF4BkNL1HVmM7llm9bZc8/67+XP2MZOfalJ0eyJBz49gu0UsSopafPq8IIfW7GNr0++Z1q95sc8a5GCO7f2F6btjaWwjFBm0z4Dar9s4I57zxJCWSaiMhfOU8PxIUZI3xTF+lmP9nffLFDjbrHQKpDMoqpTwDRGysUSqksKNQWofxfBkz2nlu/fQ+F4raQ/7+PbwE2XAb9FS3QOToHWvVV5/6YqTVQL8w9gwDIH90NI2I20bOTtds1huuX33OePYsN307LY9w76l6wdWqw2vfeZtLp6d8+zJLc7uXBBj4F9+O/L18B22i7HEUC21ZUnDmfa0mqw8T2VHELgfF6y05WVteaWB1x+sefq859m24S2S67C9kg2wykoAs9CeLAe6LqXzKwBvs2DRDZyd7nhvH/hKc0Xjtq4TbTmNDWsZuZaRbzQXDNnl38D/uXZ0Gib3XcvAtaT7IW0YphAwIW9PKFapXhtOghbQ8K2YxNYTAhuSR8FpfsYC4ZqYlSQNC1JYRAB6Amcq3G3Thj6osIUSW7sAzrrIs23DJTF7LSjXUk+hpbYEhacoJ9l6C+mgsnhwi1Vv28gw1MwCqsIuEwyOSvEkMAKdlOYGZBS2Gdyts5VPdg19jrHfxBTrbGn+koIgKQI2GZQa43Gp2wEPf+CaYGdW4p0eCnvirJqShVZIh2DbRLb7hv1QhbmIlDjuFNogJfUlUNz3LSbaZ1MwLTv5gCVWK0cCsckDYwqGOSgiStTkhkhDuQ+S4GH9M/fwJvd7zAJ3Z3NG2vA7qcoHEwqi++lToxkoqeECNUOFJ+ay3z0/gAGwE5JVv89jY1YEe8YcNAwkL4IChKl1W4x3J1URIFQPESOoiwobrfeLqyOt0/SemLKijLX7fVSZKVuOewJ4Bm4bLy8ow6GXQPUC0ReABKsj99nF2xq79NyyGbWCfwxsOc8AsmXJxunY86Z9LG9O+Xue6jAJ2jXkxlyArRTQ57UcroyQrfXCMSC9zGeU8XPY/NVWTav1ygJfpzCd36Ikmv3OkWvI62V+nXUpUjObHN5b7/Hx8XZ/0EOFwDy2fR7TrrNr4dDi6Isfg0mb1ABAVQjMx9TXNWaJ/xg7uYGUY6FP82K8BL5+a8v7FZ+pYa5IeNH9L2rPOHv2fB2aQqCRqXv/3FMApqBo+vZQ+Hzme56/JrW1XuHf1SOvz0H5biK3R3ce1efVvpmi1do0tw4HUbpGswI8rR6b/3SPt7zXuoXDcLVjGSRqPdUrq9aT3oSbwggo906fn/bN6m0wT8U6VXhOz7t5aIt51QHcCuk8bvM+PToFgM86MHmSVqOD9XF0yoBj77Tt38fCwV7k7dUGzYTUdV6HvLaM+BjM0HCo2IE6f3vXvvQ+fDAlxfd8+SSbwCfl41BsA7tLw0rgVh85WYzcPttwfrrh5GRTrLMAbTewWO7KhnV2fkVoIvtdSxwDcQyMY4ME5Ud+8i/x5O37/PN/9Ce5lsiOSPcXPs0e5dvdO+m5umCZY/97DRm0NnQa6Al8blzxQISzNrKLwrdH5c1ReO+dFc+J7GTgZe0KsWFxb1S4GoVlgEZS2MJClK5NSo0mRG7fveLO3ee8/Kn3eOPNe3zrsuebzRVbBnoaHsqGXRPZMBTOgobsEksKVVgjIC2vjSecacN9QiZjgTfiyJWMjE5ghHTonGQL/1rGpHWOgS5f9yyMNCqsNKD5fzvSxtwTWBH4vrikJwmbW5IG+lPne7a7wLNdw6UmoG2xtRFlr8J627AEziRwbzmUw2SzD2zG6r5+Nx+5m1E4bZNr/4IUp79aDIU40ljDNVv1E5EdXMfEbxCBW5kc7hpoxwQCVwEWCn0eh50mYNgG5eVlVdioJjI/O3xPQ/IKOOvHEkaw3qWUh72ls5TklZA03AaK00GXDuV8wGV+hAS+p8RpfZe8EnZDg4j9TeEZGEbhYtsUYaIP9SCOMYGfQvJj706jDKOwjjJxJxVg2VarQZsRShrbdIV5CFwNLtVQUG6thuK+d7UPhdRwG4UrTUDZC6F7kqLspNFy6BuQ2GQwaQBFyACbaT2VfGnqZu+LanqWpTG8KZ7ahK5FqEqaYtkJ1c2/1Qr6vWeAkAgnl00FghPCPZGk7FEgyoQcztb+CvMokEmboAqYx0CyeZ2Ysil55dSxvklEiFmo8lYU4yCw3+djPS/WnGJVI3uNSOqnUgWxRmpfveLAAHmTx2kcORCi52SCXnjtQ8zeL1K+D1kZE44geFPcecufpf0UsvWNqWI3upH0gN5+WvtaoFE56uVhcGH+eWnzrE5fTMng742zK0wRLK4+AwPmueKVaVaHuuvm7Sl7DXXMvYLqmIu0vcdWDtJCHgERQlWoGLjxgNqeP/cCsN9hCnjtuTYiUwXY8bUlrm3zuv16m4cDeYXj/H5ffFpYn0b1ppLaLDdmqBDsHdXJ3wXQyiGZWu13HRMPoMsYZlDnp9fqLWvCgbIpCE+/T8KzRCcpWm08d/mdXbRanltT1dXr7TlGErh0qXCVZN2u+0/eg0Jt57xtwjR0Dao3XX3npbSpjlot46xNvp02J+PsXr9Gbe9N1x1r4+Fa9Rw6PmyndZ5ZNu+bWFMqL4JO3OzNoy9mecm/sKqzs0uFfQzFGj9taxpnkzVgqiyyPiumHJ72x/pqnhu9Gx9TgsUIe01yoe1TFo7WMlVYR637yF6rcaERRT5I/sPv4fKJZ8An5Xu6BGCRrdPmBXDajzy4u2a13HF+dk3bDTRNYsYHUirALqUCTKkBI8uzNQBxPGHMlty2HRBR9tue50/P+bPdY3aMBIRnsp2EAyy1ZakpLCDFAQea7ELfqnCGcHeR3PsZQs7VGrkiAWmAUwIdaZO2TdBiBE+7yLKL9G2kaSJtm/81IyenG1anGxanW04WA8uLvmp3GRlEkyJAIhHlRBMvgFn8o0CXFRcrbTglcNYmrXgXIm+tAzuELdXdC5Kg1eTPJCsAfC72Ea3xq6Sx8EJYQwL/vdRDbhmUW6c7ntMzbBs2KDuMVi5Z9PcYsMt52Jtk+e7aSAgtbAObEUAm8akilGsTB8BQwL+IIpI4IywtoRGC+XRyUC3MaGpvK6BZANlTwfqijwkIxyk5i7mAd0HpuirEzLXrMQO0ubDQusPbBtI8HmzdFMs9aZO3+g/AlCam+3ogmoW/WkraIwKnpY/0B3fIHgGa2+4zBCSAkdaJiI1f0tIb2ZIVu3bUdCCXeHwq+NijrEgugBoNQKTMCzsnYHqvAG8ZnAuc3hvAj4/FeQ7oRJAwsOPdo8EEqRTjKu4zLzz6lG/ifpplzsbyGCmTESPZ++Kf3WXBvlq7pmM6qg9COSzHRJ1j4/Wi6+3aY5aXY9e8n9Wrxgy/2Pr53bRjbnVK7twVrE8+d4D/WPEEgnNFUcBb+z1wrkolm3+Y7otCVRpM3eTTSn+R6/wHKTcptXydggc2hwD3WF12/Y1rg+Nr6Vh8+7yOF/XTvIFg+h7PQxeOGb/m/fJ9PVwVtczba6EIH6TMlQTHCAPnHmJzD4j5+3DTuArHvVLs+2N1zYsHYXpklv2+ldog5Qpf9U3r4qY++TAFr5gLpd013C/N72FHjsXgF2JeTCF6aI0+RnYns9+P8SqEcu7WOTxGmujbNHmuvHhf9NfN7/9A8wiTs8z4Xqz9baPIKIWs1pQjpgiw0ML5m+Hd/0Wn42eKgOgUQIchEIfKACs21u83Lj5E0I+9cRnVMEX/XO9hIUefcxNvw8em6CfKgE/K93g5IfDbzgcW3ciiH3npwTPOzq54+VPvJYvoZsF2ay7/SZ9+684F49iwvl7y8qcecn7vOcO+QWOgbQfWVys0Cuf5uv/x//Ov5avNMx7LFSe0LLXlVDtOteO+LgvwH0WJKEMGsAisGQkCz+OCs13gGzGykfRZq4Elwsvas5Tk+r4eA7+hAysNnGrgS/c3hbRQVdisl4wxJN6CVx7S9XvGsSGEyMWjW4xROCXwA8M5V2HkO+Gacw30uuJEWzoCnUom72u4InKV3fc7EtdAAJ4NwioKiyDcIrnwb0VzOrWYLawWqx2471hjL4jsJBKAJYG7ImxV2Kiwy9f0pAPpCTFtvAqvh8BpF+m7AdUFz7MnQSRZUxsqFwLAQyL7qLx5GTih5aU2uZjvYgLlkNzIF0E575WTReJbWC7St/u8HiTzLTSqvP10UcCxWZWN3CuQPlhRDz4D34ugheBv1UZWi5HdPhQSykUfuXU6JEvmENIBG2DRjQxjIhbsm5jSCY4pLaKlFTSLUAIXSWz2buyNKF2rnHVKk8NHdkNDjMmDIkhSOsSYyAVNE78dkidCFyoB02aUYhm2TAj+INd8jRERnWUixX0MBJI7oAQgt3GMwjaGIqiH3A+zyFztswPvNmX3aINmgC88GqVwViwkpXF8MkrmsJhan4KkkJKdwjNi5tpI16a2SlE8Cemw37o5tGKWuj57imzz5ylzQbrhLIvQ3mpqyopWDIzXkI1FG5PSZVe5DQxsdXmc26xE2UaZWMAsDZ/NgbV3EaqVZNCpx44XMu336hKr5RofZ6oYmJLCu3BM2LV6rQ5b/76k17nGIR8T9O0+vy68IO3dh8NsLcYZ83QhKTOlFy8GHWbJMsHW0n5NDT9ZyRkOrbamJBCB/SBcDjIJHVGm/CVWLDzE0gkqaV8zLwwDoX0RzNMavNb6fQopqBYu31dvnReqhcss/BZWMA9DsLqhhpd413orphQ9lrLwWLo+y+5hHmZzw5pfD8fi223P9Wv4JiWGeRzNPRSsnnKfVgW7/x5uVjZ4IHwAgF7QHqjt8cpIe74H9/nVO1DyiHvki7wAfOt834J759NvN7tIW7u99ds/0Svn7Pup94/bt4pb+OF11docJySc1lK/DoxPZO5ZYRlJFtlwU5T3UdjG+txp76vnU21vvcraaRmGTJmdjAXVym1ttD7NZ2USVhQP22D3+JCqEtMvs7FiuuKU5EXVB6XPhMgR4Wo/rafOQ1VGB1GeD1LOvR64v6hvjIVdJZkiZYkq9YT0fVs8MCpwn2dMCHnfMg+AoiTQaes0fzZH3vO1cMxTJH0v5b/+rAqiB/MiTFMN+/UFlPA723Ohnpkli9CRs/DjUz7JJvBJ+R4sgSScv94I5/3IS3evOD3ZcHK64dbtC5arLd1izzi07Pct+12X3P9jQETZrJeEEFmdbLh4esbzJ+c8fOc+223HfmgzoVokfvM1rtcLvhUueSwbbmlPS6Cn4Zo9EeVKBoJCK4Emeyikf4In47uUkfdiy0YikUSgd0rgtlRBdD0G1hH2opwhnAo8u+zY7G7x8PEZYxR2+0DTKG0Oaej6AdVk7V4stwxj4BzhFg0aGz4f+4n1SYBlSELKlSZlyomGKqRQBYo2a4LPAnRRGGJbwPEu9+s+KU1jH6q94NHQcKWBjUY6hGumQlpE2VCFZhOARk2C+XrTsR9SysF9Pg77LKTuJ/Wkssn67sshFIF1mdtvafGqlbzeL07622xbdkPDoMZgm9xml25/NPAyaI3PXuT6trGC0kiap2EUjCkXqktzl0MHmrzOVANjZMJTYP8GTd4WiywVtPnwa4Jmd8haf4ptrO7OwNQ6L0pwEqBZvU0oqeAwrZRRtbicm1AyamaMpgLnNDZZQBRKGslxzC7ceeyiJkv/YACBmjlBqJafXVaECMn7w1JPQlUKKVMwSR77TmGR3z1laoWHqljxAMG/G+ZarFJDBwy8+feojCHV6isKx87TIUph0y6ChXumWfML4Zuaoi3PK5pCdJyQ5F37p+2p8fY3WT/mApH9FDmUd7xQNY+PheMWkzTfx5UJJpTa83yGgSIcMhWCi5umcAAKSv+QGxnL65quxWdv8GBkIlDmayyEoPBWuL0kavXksuwNfq+zVH/WjgE9CsanVsTUjnn4i601X3yM/ljWS1VWzS38x8bHF1vjB3Hl7nnzts+VAHrkmmN/T+rXm+8x9/5j75/3zLHfD1zhjz3P/T5vv7/mRd4IByCQ414J8+L74+t5P2+N36xyTMF3LMXe+60V2weKl9IR6/pcUTgv1dtJJ4rdicJRqtJ7bv2fczIE0aLItuJB93y/MtJea6v3yLK4eNtb/JjcZCn2+9Y8PGAObtPnOmmbD7eytnf5DD9G2NgEZa4jqv3RUodd34sWubR1ffWA3ZT6IdQzyCsKVKuSwxQBN3lOHeMHmCoBD5UE8zI/r3wfrW9H+YjcM9LfNZuEfd+GSj7r6wNT2mn97P1eiO/x8oky4JPyPVdahBMCP/bb3+Ts7AoR5fbdC249eEa32CECu3XPbtNz+fyU3a5nu+3puz0SlMePVty+85z7rz7iF//cl/hLv/GAn5anfCdcspErfni4z4+M5/zZ9hm/3jykCdnyrCsgCV2XsuNS9jySTWnTS/GE27pgoaGk50tpzyLvhC0P2XGuHUsNnBF4uYFXb2/41pMlz1R5EimW0BOEB6uBr143vLsb+UvtEyLKkpaXtyvuxZ67T++zzGDpPCgv51j7B4vI3bMdt87WfPZzbzPsG7bbBc+fn7LfN5ystjx5dsbPvnXCAwncX4w83zWF/KyTBO4XTaTvlNNlsiovrhtuL0ZefXDFO49Oudg2fOrumsVi4OxkQwgpPv3bb9/l2VXHs33DGnhXBpYanKW2kv15YWuvDetBePx8wXYMLICBlEv+lGQNe5RF7aS4kByyMTKQDpyWFE/92iKRLRpo3g85a0MUYgyEkEIskuU+8PSq52KXGPpFzHXOAE09jEcVrlHWKDuJLGJLL/BcUzaFW0HZj+kZ+xxTv1xGVBOTfyIlAtVkzW/byJjDVy52gbVWy1sErknZHhpCcelLpIfKuKuWfiQB8GEMSWEUNGeY8MqAdI0qhCBZez+NmZ+wGTsQnmKyE8AwbodVqMJY19aTMoSUwnCXZ7dvYgLEIqwjXBK5rYGVwFk/0jTpnhhTvPflKIVQr5UUimHlZMY6P2gVYgWlD8IdlUJ+tGQqMO6pVlOo4M2DBvN6sDhwCxHoSGMyt/ZZ3aNAKPGQFQxvx2olMQXVPlYBvAih+ZqkkFJakpBlbPk2L0khMz24A3N30WqZt/GyZ84tg9YPCzM4BuA9YJ8SMNXr7Tr/zsDURdZSYEIV8lVr7K8VU5yYlS71sdbpXVLt713u3zFFRF3rVdFJkCJIKzMrZ6B4ZQxjyhrSh+pdUTwK8r3mceJdUZv8/nhLegq3MsWSTN45M1QGktJsndvWk9bhPBOAJ4lUqoJybhPzBIXeo6DWU+tLivb6Wa2z3mOZBW4kAHP3zxUcvhwLOZmLo+ZJdFOpnBd13Od9m3MFeC+QQH5vmSm+bnieB3t1njlIXWilrCecV8CsPqjtOUbE5l2YbyrHvAY8cPWA+PA6KT+/G5Z+/4x6Tc2+4Vnnj7nJWzlYS9Q4cfv+mNfZsXpDgFXm3LE0u+nc1rw3HK6xQtYq03U8aFXAzpXOtsfd5P4/V4wYJ1Fqsz338H09bFvyLBOBcdfkMEFHMt2ARPMXlMn+bgqRQZMnVSNw0imBWPppYYyR1BgjZ7Vx6drKTWThhubtaHMwZCXFi0Je5v2zs2za+6mF395tG+/5Go4ZxNdr9KjyyY+HnbW2vxunU1AYBynvwCQUz+0xH+vyiTLgk/K9UtKBKvzESxs+8+mHrE5TnP92s2B9vaS72LE42dB0A+9+82UevnufX/jl15PwGpMWcFThWzuh41OcyQ/xjkYehh1Pw5Y9kQHl7XDNKMoT2bDUlruauOifyY6BHHdPx5244GVdcSUDv9w8IpByhi/ycf9EtgjCQkMmE6yM+QBvjfCtxz0mQizy/b12tMDVrslWb/iB8TZ3tOMLtNzqI+erPeenV3TtQNMoXTuUtIiqwhvffsC7j8+4vPp80d7uhoZhEK53d9hFuINw1qTY9pMotOOUSTtm8ejO+YYmRJb9ojDj37215XwIhEbZ7RreurpF2yh9N3J+uuN0tefZW2dENIU8kMCfWXWvtGGN8lSGMq/PSG7+y2wVPm2UPtbUffs8Uirp91NNipCznKFgRbUiX+wC26HnpE/i7zAKF/uWdYSFLByAST1ex6R0aEiurf7Ab51mfq8JzAJ0KkVxck+re1qKhZZy8BjRjqpkohvhpB/ZD8LX3jlLhw1J+FfgVmMZA4Rl7uNJfk5XUvtI5hQQfCrM/SBshxRy0GgC2CEkz5FhTFwVliLRwCHkg5IqqHrhNsw+M8JH7BoVWpkKGFHJqQeFp+umpNQT4BaBZRYWxyhsB2EzVoF0dM8TrRaR1E4D/sctAkkgSCEBvu37PLYeWFgISnpurp8M0maHv3n7mEA/J3Ezj4I9dZ8yS7+BDGN6btQAdBVtTCFjQl3UZH1J/ApVcXNMqJ8TtJliwLt5Vpd9zUJoFfzNUjRqmlcp908tWvbTg4JjhG/i/gtTxQAk4TEECJrSfR4TqP0nHuh4JYBqJY4yTwnrk7XVPt/ENC6rpjKm+5CEAwWGI7SCpBisypMkOG9HYR+nLAwiluFC8thWbyZbey0399fm0l9vAHTu5YL73nNjNPP1QfUOSJ5f03CBefGeDd7zYGLN9mvAHnJD8QDal3ls7k2i6E0AVd14zIkNvTLCKwK8EsAD7/ezyr8ICMz3CV8OPBXkeF2+LX6c4TgIfxFJnL9G3O9RqxX6ptShN5UXxWrPQwvAK5/nVuFqjZ6HP9n3UO9LqeEq6e0cZBogn5D1uX4ki3btv73nx0gMPVBM/Xp/cHQsC4GVuRI0/bTvDusqAD+z9helSiY7XLbxwAq/2Wdivrz3WYo9GwbF2PFzHL1qSeNnfTTy1YnHFuaNVcfKZMtxnO7Dxa2eI+EcTgFy7DyZ993OyTnpoclIcHxPsvNuzA0zbwo/N8cVBWkNBrSEEdj1XrbYR2F+7n6ciirof1muSf8VlE+UAR+zYoDvC59/m8998Zs8evs+u12XN6iG3aZHghLayOXFKe++e5df2ADZyiYIO4n8pe4pGwY2MpQMAM9lx5it1e+Ea97hmlVOEXiqHSORd8N1sWzfij13dMFnxiVPZOBXQ8ogYKSBCjyXHUttWLGgUaHPUMveuWcy8J2w5oEuOY8pvV6HcEra5NajsM9XvxJ7XpWGL336OacnG5bLHauTNU07lnRwIkrXJ9Hz6996wPN1y5sXnYsXThvcOxppEV5rlFU30rcjQyuIBGKsVjQrJ6stXTskK3a2ep+sdoQQubpesNm3PL7s6Rpl1Y986uXndO0Ab50BKaxgCayCsspa7sU+8GwULpxAd00sh4uQU9lIsrY9yYSLNn6JnFAyCWHIPy3eObnt7xTCPpTD7ElUnshIp4JozdjQ5CMqUFN92eGVDvScTicfSBuJ9JljwYBF32iNW9Tq3idCcecfYwWIIcB2EN5ySXmTMslS6gnDmCyOqon92MIdRJgcyMF9th8TZ4IBQcmg00gG9zGwHsNBTGXRqmdhNWhmNNcqUNuaqDHv1ULT5OwG5mrmXc4uFbYk/odbWSlksfWjJkXAhQP81e05tXEKTirgmxNaeQ+ByoYvk1hiD7AsBCD9btb/ZEWJ5VkVbNjv1tKIFuZ4tWtMEHPrxRiOR6qFdiqkTwUPE2yMS8OUKz6cw5d5PPSLZJYqjB5KozF/b+EX3gXYFy/4mk1qTmL1IvAUVYpQ+n4uoqk+B9KpFiljDd/HtFa7WVuVOv8DSSBopXIFeHDh2cM9P4aVA7KrmLN3lHZNAWinVWFka82KkcTe1O+5hdtboF9UzLLvwae5zvusFSZM+zA2f72P08f3a1a3b9sxMARTcPYiwHmTssD/nDx3Nnj+kpsUAZPrpb7Ltjd4Tghfz29G+aCKh2OKnoO6/PVyuA/O777JjfpYMa6PD0LWafOp3Dy3pd/KAdicKJScJd1b6AOJIFhEGYYXN8oDVPOmAnP1lilPRFEG1M8sPM7uvYmYT1wd1re6n1cQmr8qf4v7u/Iv1PPAiPpEkqddCDrZ+/oueRjGWEME92PN6NIFC8+qzy7eUPMxcgvSFAFzrxRP2FjGyzIIOOVLDfGpXAm2hxbujOyd0MrNigBbp8c8AEY8Ae+Rm6meAl55HERLpgjfFyt+DSajjxaDTc16oJMMMB/X8kmYwCfle6b8zvORv+4nf4muG7h6dsbzZ+f0/Y4vfvnX6RZ7mm5ge7Xk8vE5Isp23/KL7ZPC8HuaWfRPtSUAG0kKgR0jL+sJIcJGRjYycCE79jKyZyRIckfvtWFJy0nOHNAgrCWyF+VlPaHXwF4i1zoQEF6OKxY0ibhPBUF4J6zpCNwaT7mlLafjWTkQvtJccaItv1OXZY+7Q2Cp6TlvMPDGd0440TNWWTHSSHKjtsPENt/X7mx5+faW5nnPLiY318T0TwFktxZDcjfPlrpliCz7gWEMhXguRrheL1j0iaQQApotehBYLfdoBnRdo5wshgIKJXdsjbIDLka4ExtOGuXVO1tejsLr24a3rlseOxHpzcGE5XqAPpWhxMSutOGcZsI9YMAujUu1An11nw6PEwI7lE6lCMfmSdCSXN8tFdiOpHwwkq84VM13A3xauyI0N6LsYmpzj3BHpLg3GxlfIykGfh0rCHh42eRMBSnlYiQpIgJwOaRT2PowkhRDbUyp/0z4WrRJmWMKh80QCoFiF1L7+hAJgcJhMIzCIiuPhnzwpqwAU2tpGyK7MbAe60Hqie2sj6fLkb6NdO3Ifmh4et0Wt873tg1XKGsSd8T9rLSx+wEu9oG9zoTy/DORcUoRZqqLrRR3bHWAdZMVPL0702z8zN1/AM5U6AVOSCDyGs3kmXMgdcj6bu00bop5CriSaUCri7WR2h0DF8dI1UyASzwUydNBZ9eYcmbuvmhr2+Ls57H9JoTOrbKNkFKW5vCS5DLpBcr3FxTmbsaedE1ILNWQrFO2RvqmEiTWlGB213Hrornu20ddUJqJUC+F28LKyik5dEb5LmQBdzy0WhnXhQe7u71MlEwjab6RGibgvUds7r2rv3ma4K5RYFPGcgrgrXR5TLZ6WH8dn2l7vYLAs4jbvmlr3Na/rXFf94sUAVafKcBgCsS9sF89N44TBk7q18NvfBiLZIVw/n+q11WY4sun/Z9bsHHf+WVxzJV//rcfD+/RcVN/jpW5Ti7K4VzZs46N4zFPIcv+4gGQGQSSdwDl3lL/MSDP9Pv5s4QaTx1kluFmVgxs2nuf+icTZRxMFQUWajAvxzyJGqmI3JPXle9nJIQGoqdtrM+Gal0+VnxdjbvOPm/z22EEiRYyaIoJ21uFHJKYMzcBJWwuSFWwT7wMAqhqqddnG2qDMmSDThu0GBdGTWdmP5sDX4zjyCvFuhAnaQQH95LYfHorPDDx9mqlGhtgti/d8IKYF4f9nvYeKWfentSPfgL6s2EhJkOGPw+8u3+Q5E1mxJMvOtdaSWmLtx80Rcj3ePlEGfBJ+Z4pyWVqpF9uCW3k5HRNk+O+t1cLxvEkbZxDSKEDm5ZL2U8EsJ6GpTaM0iR3YBKhU1BoCbQoD+KKz+o53w6XPAobrmVgScOJdpxoUgYsaOg1JAuzBx9oiS1e0BRPAQBFGUVBI2vizKqoXEriK984KcvHbO5RLsKetTYsNdBqoFU4GUMBM+Yuud03NJmt1+d1tXR+RqA1DII2IY+vsuhHmiHFnu8HQSM5llsmmmLTULdtJIQ0wgElNFWb3Qk0KqUHRbjM2lpILnDLAKcxFPC1I2Vk2Oc46pDHJ/UhgXcD8CNVEz4QS2aH9HdK29iQTiQDbjG3JlJTHZr7bJPv2xEnVj9ImRGWCGfOnSwRvwlrGRk1cKLCAjsEk5XFtOE2lxHlKisBrJ2jKL2mNu20Cgm2blOLpdxjIBOc50EG95Hcvvx9jOmaIYMtfzgq1brpXSTL356siXqAt9mV0RQBFkdobtuKcEXiO8DWnVQlgsVLzt33DaCkflewZDncRU0Jw6R4K//Eva/cr0X5MpBiBIX6TvgwAHsmea7mIQLjwfdCdOvTA8HIzam9DHjCFJyP7gJTh80FfgsqeJGV8UUu2F4xIFSQ5YXc71Y0eH8bf77OCaPmoqqQEbQTemfWKs9a7ZUg9q54UsV5qj9bd6meaXum3AJTAdHntjYr6DzlaNlTHCD0z7bHDW58PLGgXePvsbU5cc1nOj/ccI197n9/v/J+VnBvbT9w1aaC/zlQPgZgrcwVATcRXB5wXJTvD3v2onhl355jn83HYG69vanEI7/bWMyf54kiX9TO+Vdeyfei4lMFvqjdx93UDz/0bOsfpBzjkTh4tu3r71OnWZnTtRlo3gBYvAXdSAbnnh6TNuTvTNkHVTaZ3zefs5v65b0ZDttXf/f7fnmu2w+NwLq2NStLx8MH2/k9UQZqTa1XOADizcC3ejTKwZwk4sTKK2BEise8ONCb56e2bfr3fA+0NXtMaSf5eY2TAfweZ8rBYxkV7Lnl52wN3sTVkRTXNvkv7Nr3ePnoZhMQkbvA/xD4DDNcr6r/4Aep4xNlwMes/Nrzlif/0e/hv/sP/Cle/2u/wqvfucvF2/f48//p7+Lr337AL182/MHf9yu88vo7fO3rr/GNZz1nbVc9A+joNLCkAYWltoUD4FqSNb+n4SeHu/ytv+Mt/vVfeon/qP8WexlZasN9XRavgFuxZUFK4zdo5IlsWNFyQseDuGRJUwDsnpiUAMC5dowoX2kvaElhBbe0oyGwZ+RSlF8Lm5SLWjRpORFua3peiF1yZVZhIzEzzQduCXzqfM+qHwiN8kvvnGTACafAWYC7XaQRzUR5wnublk6SBnTRKssuslzsGNsmeQfsOq6HwP2cynC/b4gxFFb8IMqiH2ibWMCZxqSwadrIrX5EdiGlbCSBwZdO0/VvPF2w0+Q18EqjfP5kzPHjge8Mwo5EMmjx1z0pJeIqH3sjmWxRNLO4J0XCoJFLkpVe8zUDgMRJfu9Uh9JrYEdKn2gpvXYxhR60JLfxQNpMPnd7VzgThjGNw/U28TCMJELB5yo8IKXrG8d0YN06GeC65VnxeEihBormNGHKvvye+rZAOMEAtJHMpfYJsMhhCdf7hl1e4MbMHzJQsvH0FoS9Vo362rGvC8k60XcpFORi2ziXvXoNpJCIVR85Xe5ZLAaCKO88OmE7BDajcKmVV0HIHAHASaOcLVN6x+2+YbMPDIMURYHVv5sdugo8R9lkBc0JgZey4ubY+VWVLpUXwASNnpShYk/lB7A5NmAFVahvqekA7XMDfIsZGA+uHut7qn/6GVTh2gQ0I5gaXf+NeM6TBS5D/ay4wc7aXIGwOABxsyRjlj2Bwshf2KotJlfdGBZLUL3Pil+nvo65sGXCWJe5JpISKtcbq4ILqEzeJrRmpZaBQQs5Mfb9CC52P/1u78YxN1RLUygk1/+NVoDdi1f2pru2WhUBVnbud79e7DtLh2nPEQ7nDSpvh3F4GIg2JYcRYzbun1+TDTWrwU1hCjANj/FeCr4d1pcDBYTNbwEctV+tu3YOXL112UB2US46MGepQK3YuvM8GIXDwq65YXkbaaidTx5QGzAwy6Z3C3a9rWPp1tM8rt/qrkrA4wqWA7K8D6AYKH3BK6UOQc8x4kwDV/M47LmFHw7nCw5BlHkbeQZ8C2vbjlXBlYCUKcxdjL7z/rF5NS8mPxZRhbZNBHb7QQoIn8yBq9fnqBeBoFrSD9o13pso9aWS20aVSeYdf98E8L5PMQWGpSvdZxf1ylpf1+6oQitK2+S9fxT6LF8Y384YhWFInlC7MRED2zXmiWNtjArbMXkHRoXzZqRpaniFH1/zJjAerWNjKJL2aUtJbHMW8z5sqQ2PeXikfkpR2h47K8qYubm388dft8vhlbYnrpzZ395ryb8b6bNv6/x3SCGaXp7yiidfugAdyj5ykLXh41Y+qsoA4I+SxKH/L9V57rsqnygDPmblbhC++OmnfPUXf4Bvf+3TXDw75+mzU37hm3e4IsXyf+Prn+Lq8oTlYs/rZy1/w+X95KosI99Hx60+8srdNVFb9vvbZcO9WLfFcvrK3V2xXLdI4hXQZOVPQlzKZnCKcKdRVmPH79u/xpWMbGTkM3FJA3wjbNjKyN4s1iQOgIhyqpVGKlmWIh0Np9ryauyLJfKc5NK8atKGtI7CJVo8CyBZnK5VeO+y46UzOFnsue3I91YBTrMiAHJsWd69TQlgDPDj2GSwr4XF1lLWJdf/RBLYNEoIka4fCCHyuftduebyakUIkUWfTpCwD4n8rlFWi4EmRO71DeshQI5xf75tinWvQzgjsIqB5zKyI9LlGH2zuhqwT3HO+RDPx4iNiwDn2rCXZKHWmfBkwlqPVFIjtc8obOCBaTyyae9FpLgytqbwyNeMKizzoXW1abgea877SA0NiHndjpLA7ojQaQqBUBVGSZu0kkBSIaWTam0eszBQBF479Jm6TxLtgK5uig0p/64JxOtdU2IpDZzaQW9s6n2TvAG6bsQIlC53SSlRQUmdAytKIjwax5RGcTdKcasvcyIJZNg4WxrHFlgRSiiHZX2YkwnN51eo1vwyf3U4ChgqwJKphVNm1ytTsLXPc7rg0KvA2mMAadD0z7up29yRx87Hd1pedT8ehTVaOQB4VsxKbR3woRRzUJAu0fKdFft1dOvFBPeJwO9+L8/Xw+990TJ3NR64xqQe5qy2e0xoTWtXcohLsgJOQiKsHe7hJgyaIGvrJ7W3AhsDcbZuvBBpAmdtW10TEwGU6qHlx3JuNbbf5/VasXfP0nt6Rd+LxDb/ThgY9MV7rdQ1lGqd9/9FIGj+nX9noAKA0h/v6lwE8cP4dFNe+VAC67Ov09/2onbaHm7lgHNj1s6byk1eB9P1+uJyk+X8Jp6CyfMmID990ZSxOnw//W32nQf3x7w1/D1VeVOVD8fGzhO8QgX3QCZ/S7Hkcx4Ov058KtVJO7ISz7uv12cf3jPPeT9t17QNCkURoODAukw8BN7P28HvZ0YuOh8LD8TNou25GQwE900674cxTOqPyEGoA1hmAcn9SQR6xv8zjNVbbw72fV+OrWuvfPEcKnOvHT8uXplyExeM37tsDY4qE6Ats+u6kI1iUslfleNn2bx4755pqItO3ntL9Wx99tkf6nv1Pg/7Xi7KccvKR6P8buDTqnr9YSv4RBnwMSufur3lR370V/hX/92f4A/132QrW2ALi8f8yPCAL43n/OffvMPJt+7we7/4Li/df84PAu89usXDJyt+/Ee/woNXHvHKF9+kXe5oVzs0ChoDz775Etv1gvXFisfv3eVb33yVIRMKJiLBloDQarLKnyHcbZXX7q7pupEvB+Ubb5/zrQF+YJnc8395GHieUxDe1SUrTUSFLYHX4xLF3OGTk/GpttyLPT+wgGU30rUjrzy4YLncpVCIbcfTZye88eiEb0VY5Pj3LcqWkUeqtFcti27kldtbxihcrVsWfWTZj1ytW3ZjoGuUQNJIn64GTle7nCpG2GzbEu9/uho4lwT6owrjGFj0+0Qo2I2EEDOBYeTeg6c8eXSbt969w6NnJ6jCyWLgZKHciiErEGJxf/vUYuBq3cPTBc9G4eEItzL4boFzEc77yK9vA5sQ6VQKC7eSrUeihUjQilnzoVqlL1V5GjZZ4MgHYq7oFDj1QCnX0yMTQT0drumA7toqQierveQwDeEUKa6H58vIfhDe2aSsELsM/FP8em2/uZjvZWBH4FRDcsnDAavctst8/aiUtJJCsoIWVl+3p7dNTjEYlTAGGHLmhFxfL3CrH8uhf7UPJZTAk/aYQNmElH1iuRjpuyGN29DwbEzZGEwZ0tcmFHCyj7CLyQ65z88zoGxusFCFlIZkVd2hiR8DWOdrNrnPrZiwNAMHZT1Iye3e5LGydbTPYCgpCrKAlI98IwxsqIKPKRR6MSWF5ndPOaEpKcZMWWV8FF1eD1v7XitAMeBe0pNR49shWSN86jOLp9wz9UKwYmC0CLxWtzvofYgLVMHdC3t2vc0/WKYBnSibrL5j7YCppcjaM8ZkAUvpL2tY0ZC9jo4JpuYR4MugaR00msKRGqnuo1GnoNj6Zd4xOyihIsWKn+9pZQrKbhIBi1BLJZLcm/ICn3lCJ3MyDweY875sxvR+2npbzUCjhcp4IT7M6i2KDKZzY+0YcHM+6+ue6ft7U/FeNMfI9wy8+7rngnUX0meF5T/f3wqMqnkPksn9k1j3F7TP+j3nx/B1Ta+frdUjCs2iQGLKu2DzYUZLr/gxpaWdL/Zs7z0yD6swcDpfK4G8f0jq1zHW9NTnw74Y679XCJRQNNtv8vXGH2NeQUbONnV3rwo5S9dZYrxDXhNareDzcA9rgwG7Cmtdn6UC7Ym3yGyfmoQTvVBVNgWjRlZcyYLtu6miYYxJQeB5Eco+5UA1SskCYx5JkNtvCuem5ra3Jxr/S1RBorKLgaapBMSqFI8AU1YEUZZNkgXMGyBlX0h79DpzD3klr2WSmZDsURdGNOVNVobMiQDh0Mpexknq2Bux4LG90382Dz9ppQJxe0/6TOznFSp+PaV65MCLyjzYvEKA3HaV6btW9goUzSEmfhUdU9Z+nErabz6ynfxZ4MeA//TDVvCJMuBjVr7xZIH8J7+bf+hv/wv8k599h2fv3uE3fu3z/KO/Fnk7XLOREXMpf+Or91hkALkjxZ8//jM/xO1+5OV76yKEnp2uWSz2PH5yTteNfOH7v8XDd+/xl791hyfhgnPt+fJ4j7ux43ON8CwKT4mFcb5tI8PY8PSi4+kgXMrAw00iUbsrPRHlcdgQFDoCd3SRPpMtSxpW2oAGFOWeLrirLat+mMRi77Yd3/jOXZpGuXW643d+4RE/vtzxnbfu8vSq561tYIOy1sj1KLz3bMGqG1kuRj7/6Wc8e77ivWeLYsW+dbovWty+H2ia5Hg6jMK7T5dJEbAcaUKkCbDeJIdlVaHvBlYnW0KIhdwmtbGn60Ye3Lvk4eMzLq47nq9TSsY2KCeLkWU/st627PbCNpPTPdVkJfcx5WPMYQCj8ECEu7Hnc7eTwuLNi674Ca3zvJKFpp3EHCpgZHzCWzKU+H8PwFoNfFY7ArBxh8ppyMBVK7B7pY2cLCKLrqYptI2za5VRlW6oXgutpKwJ+yFZVc8apRlNcQOgLDUwENmIAdIKKNYSGTUd5G0GlNaWtKlNY9Dt903MrnKSDsIQkgWesWr4DXh4gXI7hJR9IToQ7IReq9+sHE1QLq563nq0Aqo1267rqJ4BqbepXiPiMYu/AeEOSlqfUeFaK8DaZSWKgXgP0otwLJULY/JMA02k3O4jlos51bfPiqRlVhiMwIbkKWDKIA94jLytK88Tek1KkH0W9jz/gIGFTZyC9AEt6eaMKtQsycJUaLH5bbKgs4vO9ZKpAsV/Pg93OBbz6y3eaczqnJlVuqZKrBZCS9/khcJjKcskj723skES9tpGadvkwmrv0j6GiSA9jKmGuUUP0js2SvUUSJkgppwU1kdrm4ENm2cb21MH3A/GyH3uBdQpkJOJq74VdZ9Z6EBRTuT1EphZHqnWXQP9HkSFfFER1Dn0MrB2zxUQSlVM2HprsAwatU9+nI9ZWX1ogD23AKLS/qll/ya3+VJHvn9OsGZtP6b4elGpAG8KSmT2E8z75dA74CYwA1PwbkooIYEM781T6nK/H8sK4R9d2iqzcA37XerebaDbANnc3X3uqj3pww2KAD8OhVTvSJvte08Ol8Y9GRvspTLwdvgc/57OSPWyfOYB6dyCbVkDrC5f1CM8KEDcxqZx4+Pv9C7rIhT3+JKxx6zrVOLT+tDj74u1tfye67TQgRiTh6blvQ8heUSka7NHwGz/tNCqBclQs5z1oYypTgG6leKW7wCgyYe+VH4XKWeqlV32PPDPm8/DBykT9331J2B6asmMlD9TsodiqCTIdZ0mRUcfsoIkpj4FSYqGXc4ypZnQsS+hNdN5T0rX2rDdEb6Gj1v5CCsD3gH+hIj8NPDQf6Gq/4MPUsEnyoCPWXmO8o0nS/7+H/8Ky//Or/Cpr6x46U9+ie/7lf8G1zKQYv/3DESetFt6Daxo6XIe+o32LHZC/9aqHOavcIvbXeTZPnCnj7z+mbe5Xi94S5M7/5244FOx5+UGPv/yFe8+XhG3DauQ4uy7doQBtrtQBL8rklvTKQ1bOk60Y6UtZ9pm1+LIs5DTDmpTrEn3tOWWSFEEtK3Fpzc8WrcsG+XO+YaXXnrM/VceM+wbmnDO890KVBhJGQOuR6FtAicycna65up6wdUQWDWaCPsWAyEfRG0TaZoU3z4MgWf7QCtZC90FgkR2WcOcDmOhacacWQDGMfEIDPuWqMJikWDOEIVnOVZtFaS4kV1uGtY5rnxHCnfoCYXUMB1GGSApnDUpRu7l+5fs9w0Pr24zxmTZSwJudr2XNK4mMKsmzobnsp8IYlZa4HaTwNVanXCcDwfvMrXsIqtFsoLHKIwxVJfCWK2vBjSMiC0xFgttPoiCJpCcQL2ChuQGCcXDQagcAl0WdpTqfm/EY2ZJhuNCvB3s1gYvqLUktGEWit2YWHiv8jNN0fWist4FHg01Zt6EkWNtMov3Ln8uTtECVbBWkhJmQ7LkdxjINquKTgCwLzZ3lfAq/TK3EHv7k3kE2JwY27ulGJwXE84tnzOAZC+Li3yveR144DMwBWP2mS9FCJ6A2PwMd91ep/N8rMwVBZEajjC3eKdRdYKqgXv1bXbKBc2AR4/f5wkn54E5Pv62aRJJ1ja2da5imjeL4S9eKUfcy292h66taiSPvVZgWZLytgABAABJREFUCtnjJT9DSMLyi9L2Wf9NGPbracrKr3jgavPtU/h5T5N5mbPk23UzXJM9EOp3vv++eDDt+VI86LI+GE/B+8Wu3/T+1TGv1uExI7LiOfA+sqbgrKtHwPR3qxCw8kHel3nxz597XPgSbKKpygdTUMLNypRJHa6uSnB26C1g11hoRZNBt6WJM/fmed9MEeDfV1/PYf0VHEkGWgaM/Ht0TJng480hM7JHwXQD9TnT68wqba0v3ko6ZdK34sH1Mdd9/9kcBBfFSQ60PwhfcNcUK7FM6/SKgHl4gX12U+hKYdo3roooLMKYMjtl0Fm4EGI9y4+tpaaBBi3ppU1xClXpEGNtU0l5qLUPHgT7/vj2W5hHan/6zJRMXvFvnha1r8d/T22tv9vaNO+Z+p5JXYPUNSikTDSDjReVZDedo1qUfGU3FqegLXPmwio1rYnJ+ijtm74/H7uioDfFHf5XX74F/O/+Sir4RBnwMSs/9sqav/lv+znakx3Nf3YPznbc/4lf5z/6wruEfkAWA7/y7/wkX//1z/CNb9+hCZG7t9bsB9jvA8vFhs225WffW3CXhh+6v2HRr2mbyHK54+x0zb2Xn3B1ecLn3rzFb2vPMhDcslruuXf3gtdeecyPdgPL1ZamGRmGlhiFz36m5eL5Kc8uTvmZ75xyIQNfkpbfHhp+X1hw+2zPcjHwxnsnrEdhE1e80kU+/coV1+ue/Rg4P7mmaSJtMzKMDeMY2O+T6PX5+2sWi4EH956zWO6IQ8NX37jPW9uGhcDtoLzWQYwpzv+lO8l+/ktffZUgykunQyJsi8LTiyWLbuT0ZEfbpue98fA2z3cNe9IG+WzbcBYj2lMIaJomHVz7XfUU2G47rtcL3nj7FpAOkItdYK3Jct8h9JoIW3Tdcud0zx3gzec9vUryjhBYhJRax8DzMiinXeId6NuRcRR2+7a4+G4yiOs1sJPIgLKVkS5b1DfmJSAunlIt33jqz+UonDbKvX4sbR/G5LWgMSkL7qxSuEZSAlRCn2fbhotoFudKELZFeTaADFIAZRLGUxuNh2DMQL/L/moRodPk1fLprDS6QoubfLJip7AHE95PQxK2PGj08ZqDI2ETYNFG+i7y5LplH4V73ZgsRzFZt9cOzJqbsgf37w1CMzRc7BO54NyVeJ/rKG1x33n32IApc9L62APXMYdO5L7ClH19S0RI6QmBkiYTd5jvVA6sM4+JiTBQ0lh3hAmZm1LDBZKSJYkc18QUFkRSDHS1SvpAcc1UsrdFHuel5O+oIKKjKm/6Mv8UBYTkazSPu2fwLtZdraC1oYZHFKWK1vGe55S/qZiVZ57Czo+NgT+hKhSOufIX/oaZ4DYvJpCudw2NhAOBOj0nWXQus6Bnbvu2vn3c6oqZ4E/yXDDmf/vMvF5M0DwlFMXMLoPvnrpPHMsmZfNpoS2mHKjW/yR0GpEkpPXUl/FJwummXJ+8oVqZiplBcoiMujVO5bOofZ0KzvZ+eUXFPD+2Xdu7GSr8Am4NzRV1Nsb+PfClvNtu7VqvjOjT70/WXwOQBjQmqcvy9R1VOTZ/DkzXg297CT3gcG0fA/ijW4PWzqScqs+fj8t8vdteVNK9uR+jTBUphfiNKSeNlfJ+SgU4uLYlCzI1G0c+Ryy1mykBjnGETAH8pKkThYLNjY/Trm7XWknbbF5ler+RDR91ry9jmSq1lKOQ+jGOAmNde56HYA5gPci1Nthn3l3fhxdYu0xZVUNuajuambKljKEc+V19qN7sefHQaj4csTarwj6T25n1v4D6rGxomqw4Hf01uY2TdnnJYGr517yYo/vuplL2fFxYhgFmna6h8p64cbZyE0+IhbDYXmbKVnWfoSmtsvFW7DSla7aQCFMT2H83YzVUjHlgdrlR3kN0HW2vrqEQD5YjTVCGsSpM+qCED5pS43uyfHSzCajq/+qvtI5PlAEfk9IgrBDu3b7k7mfeI+5aNt+6R7MYkHakOdkRbm2Q2xvufeohm/WCXQasy+WO/a5lt++KRfsVTrjdRc5OtpydrlmdbFmuNixXW/rllrPzK16/t+b0ZMsiu9E3bWS12tD1e7puoOv3iCi7XZdcjpqR07PEH/C5t8+4HDs+fW/Doh/o2pGT1Za2G3l+1bPYNuxG4SwDTZGUam+zbenakWYZ08GRrfYiyslqR98PtDlOW1UKwVsgbbResN7vUwaA631I7O9NLJa3RNiV3PCGITCOHdshsItV4Bo0s9cOWg70BmUYG7bbjpCDI7e7nut1z9Nd8ijogrLVqeWzkJfFGvdbYhW1soGbAJMyHEDfJY6B5K4XisvjnsTcnyzGFo+rtITiFl4+y7wKMRPtFLBLAtuMQrtvCjnPdkiHzD4LOst+YDc07KMwjqkP2zGwjlJ4ACauxFRiQ+/6bbnujcF+zOC+yZYWlUR82OjUShmZWldbqluqT9HnXb6LVcHHWGICT42R3I0JjBlQSuOSxqnz99mayH3b5AP0QIDQ6npfBEumFmar0zJtxMl107G0lHw2fjB1W8ddW+q2cXACmhcyEkAWjDjQgydrq0zaKJODxI8Hrh1zQO1dtH1og1lgs6HiaInu5zHw4osc+V3nn0sVdm8CuR5Q+ucF929uOfLlJqutkYP5uiEJsyqHQn0SqCl7m1DbbXHXvn03W9+qNTRqVQT4eTOL/ZDXwouKMLXgQvLSsHf9pnusjZ7F3lJjlXqdID35OW9zFrRFpmPpy3zuj5V55gB/7zF3fu9RYu/Gsd+PWfpe2I4XXOKVPuYq/H7eSh+m3DTvNymzjlnroVorfXzyfI+Y71XgrMrMLOzUd9WPbblGEmidWIJN+XyDUD/vk9V7TAkw6bNMPWusHfZvrggw8Ph+xVvg/d/e6u/38yCaVcLT++bXwvExqGNdwb2lIDwIP9DquRA0P9fJWGax93WXvVOrfFP23hvaBHXcvReEgXyRwzd6/lkJZQj5fL9hHt/P66fWf/xz21Nt3udW//n7PN8D7HqfAcCnQ/beQ54vY3o+vf+68l4wE+8GSXtoM5s3ky3svLEUyxKZZKX4AI/+ni4fNWWAiDxX1VsisuaGI09VTz5IXZ8oAz4mpUf4wbOR1z79LqtPP+HRL36Wx2/e5+Hb94kx0PUD919+xP3PPERj4P5rjxj2LevrJRfPT9kPLft9w3bX0oTI7/vydxhjYLPp+czn3+TB6+/RLXcJlI8Nr3z2Hc7vXKAxbUFtt2ccG9ZXK4Z9yzA0bDc949jw5MktVIWuHbhz9zl37j3j93/6HSAD2BgYh6aA+PV6wfW6Z7tLHgVPnq/45tMFT1CuEW7R8+W7DeenW26fX9F1SVkwjE0h31NN6V7OVwPbMdmfd1F4PkqJm33+ZEkgWdx3o7BbN6zzAf2Zsy19NyCiPL9c8fyqY5cPt33e/ERhPQqDNiX+vEPZbBsePrnF2cmWvtvz5NmKp1c9T1BOVbiNWTy1xHGvmliA/ruXXbLoufQwowHSHFe4aiKLNpEe2kE9xsB+H9gCF0SeSnKUNaDfqnAe25KCcMyCwx3t2JLCBRYaWBK4lshOIm/Ihp6GkzHQDyG78CrG9v+SBs5OdnzznTOeD0nRsFN4WlQNU8Fubm3ao7TALRKB4EZiUd2nZwmdJoXAmBUBLXAx0XOb5Th9twxTy5pXVg+anOU0x5VHpbizR02EQushpQbsUR7tAnuqNT4R9CWCw5VUhl/zEKgKjww6tILETlJbhtznLiteEtie9sdc/61v5i1h7obRia2JmBGuc7seMbJAuEsoFmNLxbcQyoFtgklvyg+tYn+ysB4efGYFt3nVPC4tgUW2EERJ74VZxKz4DAEG4MzjIOR+nEgFzZbGUkjWx2utFvjCp0C9fqogytdKjX313x0DdPYdTmi1dI4mDHlFQLmGCgbLmhNTRtW6DQiVdIAlNKU2blAPmNK73uX0VF2r7PbpPViPKdzJQJF/ztw4c5PgOmiKDbVxs3STPv2blTTfN8NoG0sjSCv906Tg21LT8+UduqzlokwxRYBUwlIbN8+q7ZUdpnQyJdyeHN8/U4jAdB5trua9qWB0HrpQOQ+OCU0B80AysDl9LlAsdHPL4Fy5ZMRcU8v+NMWpFfvMsgvU+qepLu0az7Hhy00i7jGPASPCM4WUf04NYwMjn1OyxwzkEBkt7fXtnD/XAx17/nxcvQLJRsjGzrhbII2pseL7vpTnzQbgmBJgAnSPxH6Xe7Sug8rPMfUIUE0hcvPiwXDjPAEhga40Hofg3CsEGtHJvrvbV9A3UXqW9y+N0z4GhnHar1GFfXRnRTYIDKPQBHvf0+SKySHU1KbmEWF92xsoz/tbIynEcR8D+8HtqS6VZSMpyxIkS79qGpu+S5X5tKo+tCKEer09X4tnheRUrdMxNKOOH9PkGVHn5ZiSxc5jpXrB2PsA7lx/gZv5dL+VySf+vLOPP4jnjueqmO8LvnR53fSZpHXUmprX9kx7344RBb7Ia+LjUpSPnjIA+B355w/9lVb0iTLge7gYmHglwHkfee2lCxbLLcOzFbt1TxybZB0fG8Z1w/Mnt5AA/WqLiNL1e4ahIWTLOsBu16DaMsZbxUq63SzYr3uGbQcCTTOiY7L0j4DGwH7XI6KsTteMWRnw+OFdrq+W7PdNsd633cjyZMPyJDmCPnt0m6YZ6bo9bSaf2+1anl4s+fZlW9zhkyIg8jlpuN2PnKx2hBDZD9mjIUROT9e0OTxhsdzS9QOvv/qE1dNz3nhvRSPKvSa5gjdBUwq3LFzaxv3yamDRjyz6Pfuh5eGTFe+uW97TyEbGBNAEeg3cIqXyayUdGE1QFt1Im9PKmYLi6VXPxS7QoqwkpTBcj012b0/CZj9U6GXEZJuxClIm+PYm+Ai0rdK2kcvrju0ucLVu2WbugpTCr8HS840a6QistJlY6I2x31gDEtlgZJFJamL2JPCALWmHk0LkchTeenjK1RAmBFNmWbaSQONhMct/TwINHti11Dj+SQwbyW3ZF7tuLuTaIWiAv3F6c8uAYODyakwpKvugJYWmKQIq8KwEeNs8L/uZLt5ipz0gDe67Pv8VSaEcQiLJs2PbUvGZ1d9io+fka8BkzUzAKJqI/jLQ32fFzC4rU1aSSPsGquLClB1NnmM/wp6kqwrnydZnGRuKZUJxAuAU5KU213b1JjRTQSHYfHpgWT0SvCeFuPb4uffXQW1P8XzwoMKeMavXnlvdcmsMqH/O1AW/jtexUABzHVbkAIDMrzMW+S4rOPdD8kRajylsJJIUEces1L747z2JlFD3E0jWeB/2Mqkz/zQW/bnFL0oSKA1ADRkkiqR6j/FLpHbUcbU9Zg6EfaysFbOSec4H/938aceUP36e4+QdP95O4XgYgpVCnHakq8eshMcAMEfarrPPivJgBoxvEvj99XNX5WP1zttzCH18nyp5WWpHBeSW0s+naTWLsLj7yWvxxudws2fJ3K3anjvPyz6xpLv7azumyobCbSDVog9+H6mgnll9XbB+1f1h7qpv5UVKHgOnh+OhxVpvdZjXXo3dT8SjUWvfw7yxrh97M+o4A4S56BuxnFmDgSkBIxWMQ1YGhbTHzoH1Me4Ea0cat/xMF2Ni/Sq8KSQlvGV3Ku2we0lepONYx8ePt4U4xEgJMbD752kPbxqveZ/F9etYKlBb33MPp7lHj1A/P3x2lincmejvgek+Z9kt7Dq/r3s5K0gyiBXSRXG8L3n/tmKerb8VwP+x8lFTBqjqN/Ov/2/g3wL+kKp+7cPU9Yky4Hu49KTQgO975ZLb59fcufucbrFn8/ic/aZnHJoK8rc9z57e4vpqxauvv8PidEu/2DPs2+xmnlzp9kPDdt/w8PmCRlKKtOurFZvrJbtNTwjK6vwaVSFkUr04Brbbnq7bc/ulS8Z9w7Brees7r3BxmTxUQhiRoPSLHcuTDecPnqOalAEhRBarLU03ojGw3nS8d9XyF5srzrXjpbHjsQwoyg+8suHsdIOIMo4Nu13Ldtchoty5+5zlasvp2TVtvyeEyKufeo/VasvX3v0sq0Z56faW5WJP20SeXizZ7hqebhq6kA7CVx9ccna2Zti3XG8W/MZ1w7fDljeay2ItuqU959rRxJ5TFdomKQLaVun7kbYZ6Voj0ws82oZCPLdqUqaCi11gE4UdI/t8AFnctW0311k43+aDIZAAcp8tDU1I5Izr3ZLnmYMgWT2TJWuhwpChR5BAr4FTUh76bVYEDBK5lNTWBmErI1uBV8ZFSck3kCz2DZamzywfyiXKehMKmLP2JyFdinUbsqIBaLSy0FtYwiqkXMyiUlzoF0gR7C2kYo8yirLRqkiww8+ArLmgNlItVz35sHNHZ+OsHPsoPEO5pUkxsRkTIDYQbcXaJSRL/FyQu4m4r3wvKXZ+n0G/MfOf5jvNujmima3fBCBTEFidOV1i/ttbPE1ouCoieFVopGcFlghbUtx/Av4Ghizjg07ivG8ij2tITPNzUHYsXrnEpOZxCFrDAswLYMKsLlWI8sDmmNV68uz8U9zvpb1S48TnxSzj9v6U69TSuE2JDj0QP3zOlHjMA43Utmo99GUuBNq+krhHkkeA7QuQALhwKOhN6zx8hnkYJWb6BCBDHntvxbf7W5Jyz0g7vXfISBYYPcjLYTWNVaCH82brUanjXMDcbLyO9aco20jWSB9CMwe6dv2xteJDlo6NofeQsfdtEpogx4TwVKwdNs7jDcKk/3T+7nhuB/vMA+t5mcfuz/vjn+mf5dPG2p5V3sUX3q83fG7faOUHOFJ82IDfx6BasqdKwuN12NppgjrvBHnhmDfGVl88HPJ+q0cA3ezvo6FAMw8C//lNbZlbc9Pz8yexKhMMiHq3/EJ8W97lmhJvjMKQLd1pjVaw7EtE2I9C11RPBHVj0UgiSzYy3ahS3MJL2kFXp2f2N++gMobUufIKEs9NAE4BWhTnMgHeqjCOckD4Z88cXYjCnMdgrhCwOqqHpUzmclJcnaagMOLCuYv/vJS9UafzPFcIlNASf69bU+aBVIxYR55lgL6EFjC18HvepEaSgcz6Nbgnm1cjpHevC1r4YGyMLGQkymHay49V0Y+eMsCV/yXw+4GfE5FvA38I+LdV9RsftIJPlAHfQ6VDeEkCt7vIq/fW3Ll1xdn5Na9++l1CM3J1cYrGwLO377K5XhKj8ODVR3SLPWf3LvjVP//b+Jn/4vs5+Yvfx9ly4Mtf+gbL1ZbXXn+bzXrJdtOzWS9RFRbLLYvljtOza5rsLp82JGHY5eRtopzcuqZpB9YXp+x3LU/eucvl81OePz/n2bNThjFw7+4FfTfQL3Y8+NRDHnz/W2yenrK9WLFZp3aur1d84+uf4tvvnPMrW2Fk5MfiKbe7yL3zLettyzgKy8WuKDj2+4ardU/fpXzuTTOyWG45vX2Z2Pt3LX/uL/wg33rWc4GyGQSeLThftiy6lJKw7yKfWg50XbLmX1wtefzshIt1yzqTAvYauKWJCi6irGVklOQmv9GOR9vAa6Gl3ytPrluiVnKkSHIrTwKv8mQQ1o+XXGoSutsM+BQDnkbIBvdbLRZr25Tv9SNtk1zk2iayHxo2g/A87/g74KkM7EXZMBbAfaYNvSbQbsB6FM2xwPkwJQv+KmwkFrf8MY/3NTHlrscEgEpAY/HlnpW/KgRiSS1nzzUgv7TQiJjc4luqV4AJ3Ls8fpoVAck7I4GSToUF+V8Gel1IYOdyhNNGOWmzSKrJA2BvqXNyP263yT3u1phAzi4K2wy4ujw3A1qUAF754IsBKJn8TRlbE/pWue9Cdfs34XuJsM7Kl6BpZowYMUzuw82B5rATNw+kNJKiNZ2jlQ3KUzVvAuM+qOPtOSb6vDoMEBgBXCL6S39tUU6QEucPHsRIAbg+LzchWW/MMrE34ar0K617qNbqfX5f7HsbhzIfYlbp/N5pTclobbIUhvt8b+fuO8sTN6iUz8z7w3sEzC243pptViEvMM2Bm06+IYNE+0Ry3VqE86fXbXLpj6YoSoqIhuq5ULwlbAxlSrhmc3Adc7hNfq4X/Ib8nlVOCy3jm5Qjde53DqC1+b1rJad1rI9N761O1988m8QECOfrd8pB8ak87W8DiguyezKHCjJ7RqB6f+D+tkd1HL6/Mvvp21nCFLS6ztcsAdVCD2lPuQFXlFIUFbk+e4cqAV+6xkJJ7B5be+Ps3CnjZm2WQ+DpXfobF/Zka3nUyklin1t/rJhL9zTEpbbZyB7tOR40BUmu0/N3axLeIdPxOgRSs3HUtBY85vWgsdZTwW1VXsyAsqbz0wPxeZlb+/01Y84SsJupU7yl29rkAaCPpzfFv3k4aKz3Fw+QUdjb3ihKyIvfu7hXMsb6t60XIy+01KWmHJmDUhu30o/cxmNcCgaY7bmNaOWNye9ujLU9vuwJBFIIwbzO0o5s1S9g/Eg9c6XMhBNBp39bv30GANHqBQF1zvx6Kh4Jbl1Onun75UIupvdUDxtTBPm13Uk9G3f5nTwLKXR0DUVuCnn/N9JWvweazIB979bfLlZpRqlnXiB5Ddi5VLJo5eI5LI55nny8ykeaQPCngJ8SEQF+EvgDwJ8UkfdU9Sc+SB2fKAM+4qXLQlhP8gR49XTg/HTHvTsX3L3/jLPzK/rVNlnUr5bstj2b9YLNesE4NNzrRrrFnqYdubo64Ss6wA7Oty2feXKLOyRretOOtN1INyZn7tOz62Rlv33Jdr1gu16w3xtDPjkmPxDa5FUwDgl8Xzw74/LylIuLFWOUkoWgbROx3+r8muVLz9ldLIlDw/p6meoJkW++c4tf3iqPw44zbXjtLHLrdMft82vWm55hzFri7NI2jIH9EJKlv42EJhJCpOlGdhc9VxenvPGs51uy50zTZvd8EJptul/Mup4VAYt+4MnzJc/XLU8GE2qzlb1YbhPIHqgW9T0tt2JgrwlEblF22Uk+UsEzJMWApekzC6QXE+yzVpK2ttVktTZL46KPzkVPGIZQyPxSWxKQ3BPZZ2t+q9BqmLpyi6Wjm0anJfdtZ9GXKpgNEvM1IcfQmkBarag+zv0F4XFY3LD1eYeR1aWxKoJvBh9mua4W7Fp/a+9HJgs0obeQ0olmwakSSpp7vD0n5dNNdQ5arcQeGJgV2z/XxsAUKnOSvGOlkWRJbbOQaQDEC8LVkq9Z8QRoVQTUcbRxSb9rHkPsfkeeZXUHlK2NDRb2IGWs/TjberQ+Wk02R+Asu64YAPYKgeKGiCJaFQFQQayBdKhWeFvb1sfGjZcpyQLOIqO1TR6E2GcjScFk74O1wzwXggNbeBdn179j82vM4UFmbrR6GBLg48Wrm7JM68lt2EZhPxPuJPd7VG5k9p97GShSwpJAnGfKFCSBKZVqDcHVYe3GfVfCOUhAvuM4cKptm/6cW5+9F8z8Hh+GYsU8TTxwP+b9YcXm03t2zPdiqMomr4iYWzonbXCg3Vzg/bM+iCj5fiJ1eq+mCgEPsuf77sHa44giU1J7m8n7OlVimoJAZyvL75PWvkJ+KxW017UjB2tzXo55Isz7csyCWtrk50jyevFA0nkO+JYcreuFLT1evCVX4SDXvBXziDhW7HofZlDi/XUaCuKVPIoQx+Tp6Pt9QOan1bLfzvar9+tzAf+uzgkRXVYk+TInQxwOwLRTMuRF1TT+s3y9W+A+k8B3U44SJR4JZ7mpzImHffEhQfPvkoLwUIFl75/3FrNrIb0/FjY45v1+IcooUu6bn1GlrUz3nmPn9bGQg7L3u7Z5b4kPM+7f8+UDkH7+V1x+APhx4EeBu8Cf+6A3fqIM+IiXzzbC51+55HOffZuzW1ec3b7i0Tv3+P/9wvfz9Pkpy8XAf/z1O7wVdrwRqit7yucd+OL4eQThvbDliWx5t3uHO7rkXDuuf/UBd/QVPuVWwS5KjldN1tKTRUzp9kbhpB/pu8jpas/bj1d8bQd3CayC0oekMTw/GXj1pWd87vNvlTptEw8h0p9uaF++4ORyyX694C/84meLe/5+FE4RXtclt/rIay89ZdHvWC53XFwteXa5ZBgS8cuyHwrz/q2zNWfn13TdQIyB6+cn/Gc/+yP8zMMeYaTXQCCluLsm0gwNIrAdEzjcPevpQyLle7ZPLv1PGWmBMwKNCktt2MpIQHg5LonAVsZigX3T9PICnQpLAjsie9FCdrfIIHtPsrguVDhxTqiWXu3BcmTRR/b75OYXJMUh2oG92wcerVv6oJz1Y06vlQT7QSLJXT9kd3zJyoz0c09WGBAZ89HRZgVAi9Bq5QiY7/UGBc0CHUlKhQgss9cBmOV1yj6e2pQOs15DAbtbd1x2uZ123VNiCQswcGr1QAo3MMG2DzXGGpK1qs3C7MW+YRfdoSgpZr6RCphMIbCLyf3fimU3WGaFQyPV/c4IDv04eaukBzo2BpDub8geAtm1zizQydqpbF1YRpf7OWZX4z3TlIJmtfU8DQUo6yHAMUVMT0iWc6SEo9h4WyiHPeeEUJQOpkDQrDwoiiitCoNGXQhAVtJAErr2URhUktJFpwKTUvkg7M3w5H1WpxVP3LfOlnNrT5vB7xhna7bUmf5uskBsJFVBEwHiRimZME5MEKPGjZd3RC2mtno/NE5YNgDprSjzeGBrj1KtL9dDCiUaclW9VCu7Qvl8JAuvpOevgjoFQ/q5jiksxAgbU7/qyJuSKVnZA97l3p5h17RUrwOzIO011aLuHk8+ZR5Jc5BvLbA+WTrIOiZ1vqv3BNWCTQVeIlWgqcJ+BatesWEeAWX/oIa67Nx9LTVOFtLaHSWNvfGBdAUk5/olKbtMKSl5vOY8AVKur5/VOPVquTfgYf335HB2q1nqLQzGF29h9AR68/h9e75M1oXSOJR3LLTFMqcsQiUVTHOU4sBNqWDKkVpX+mvVaFE6lLhwm1/3OE9OeVNJ9dhY6ARIm5s71HevrD+d1uHHRKC4lnsXcn+9XQeH1mjfLqF6GRlnja/Dr3Ej0t2NdS3Ny7FQGmu/hcaVWP6gxR3e3PwFJteI1NAJO/GbzIfk4+vtWiPps/EBSlq/JqTNyuelh5rO154NaW7mXgCWFvLYmFoWAVUpbThWJqSPTNtxrN75ulOm/S0cByXso973fhwwVoynynuSTfom/no5ep2QDRhBuZWVxbamAlMvJeuHnSXXVA+7Ze7X4NaduHr8HhU19Xmwuf0tWD6qngEi8i8CfwfwCvDTwL8K/HFVXX/QOj5RBnxEy2s0/DU/8JDr9YKr654333yJ5aM7rFZbHj8559vPe5aXCRb9RrPmXVnzteZZub9FWGrLipaI8o5cTxQFeyJXktzIl0NbXIh2ZEFzhMUYOBtD3Zh2DcModG2kbyIPpOVeP3KSc462TeT0ZMvJyYZ+saua3DGkMIOgjLuO8fEJ1+/e4vnD21wPgYVqynjQKGdD4LyLnCzq7h5j4NnlkncuOtaaBVZpWTbKso1cXafQhmHfslwlPoFnlz0Pw457sSeoJPArKVb+uQbYh+oCjCYhTwNrHCM1SUg0cNpltvWFhuKubqBrK5pS7WSFQKM5L7sKKnbI5fHIgG9Aivv5yoGGIQrsAvvRDs0sZI2Cbpqiwd5F4WLXFO+DK4kV3MjUumLs9IKwFyXm50VJZG6pdVnQ4dBqNrdf3KQUVqbx6Q3VmhzUrPiJy8Di5jWDT8nrdpJnWqapEYsFXqtVN5LAiMSpNl/Jwnue09oXm40KmgzQmBs2k+uchZkKFHC/z48Irwiwc9MrlUsdR87UFD7RFGVJK9UqYMqX4EB+tL5kpYCBdJl5BFj/q9s3E+vveKwxs/Yal0AKS9DS11j6XC3KY+77gGRB37w2as5kZTqeUJUAMvvcOCH8HBrgTNb+aXaCmg6vhlJ4wV3ys4qCIFvbbC14l/L5evchEd4ibDwU81zadRyrOypUYdgAFK4tuxzOAsctpXNX8GNAMD3Drn+xAOfDXAKVOwKqtd1++nvs3Ro5bOexfUJn3xXFVf5bhJKFY/5+2XqZP8cTRB4qMae/275x8JmBP63fe1JEK3Z/9UipYwTVwvhh0vzNgYG3rh4Dri+yXtqKmlvTPQA6BmKmJG8G4muZMq/4z1/UlqoU8PnXPR+CuO88CLI2+XbNnzVP6XdjO3L/J+kGdaoAuGne5kR06VlT9YgHxRxp54HigOnasnXjvYRK/PccEE/Ounr9vL+e/NBb7OeW+jlJIloVm97q7wF2Ch9NfbYMC95ibPwGUK3wVmyvJGrykDuyyZkXKhxaolObtBqb3Jze5LE+b8Mht8PhOPvMEZ608bt9vW2Opp4D09Vc1/v7pwm1tXJ8j5Xi6WPFeF48mWvZw9y93tPOv6uDCj16cKb9Vil+LX4Ey0vA/wz4E6q6/TAVfKIM+IiWH/v+R/ydP/Uv8tV/5m/jf/9Hf5Kfv7zgO+GSRgO39JpXGriQPZfsaLMlx5dT7ei14ZFsCAg9DUttWGSQkcBtImwzRvMWycRyyoWMLDVAbDjLVvNRU8zacrHn1Zee8uMPnnLn3nP61ZbdpgdNMTWaWV6HIWUzWObsBRKUy8fnxF/8LL/+F3+Q9965xz4KiyZt4ndOd6z6pjDyb7Yd45iyIXzlecuvNJc8lbTOOxq+fzzj+8aWizfPCXLOPgqv3drxwz/0Tdb7tL0pyl7gqewLa/5GRxYaiCGByrPs9n6l1T3+PiktWy/KOibL+bk2BYTu8zglDWu6b5SUpm2Pss/j1yFsHIBFoLODQJStJnflB6uBi23DxSg83qVT0eJfTxrlckyx5GOOa78XUrveGZVTEpHkowz4OyQfElKs6lcyJiWEbe5kS3MBkRVsJy+BJPKJSo5HkwK0rITUiRx7nQTENbFc02Tg3xdgkWKdTxtNlleEJ4wFRFg7apxyArSbULkPoiYBJmQlzQkhjbcmYr6GbIUjbd67PI42V8aenix2VWgfFJ5noOuVGeapYARyFn6Q1hZ5LLX034+PAWI7Pjwrr3EoGJA6z1cNmrxRehXeCju2WYm11IZbsWXICp8OC6iowMgUeoUEK/djFMeUrlLmxRRePizBlEmUOpPHwZ7a+KcyspFIp6mOVfYmqcqJqrzYQya2rBkEPKi0JxlpnaWHrGEn9bolMrnX2rsFnudZkbKWpczLMSBta9Y8OfYKcZRCEmhrxooHunPgaumYgtSsIk83TQrrcVLWkOvf5vjxFGudmMAHrYRQoyQCy41Wz5S5e3os45P6aOk0wZQJFWxZesngVofmufUupIchS5QQkck76UCZFeUQ6IB/R+p3PjuH8Qf49Ix2nwf96sbB12dpIyf3OgH5mNt/IylDjc2ZH6uoaZ0JmTV71hcDYCWkRCqIFKrV12cWMBf+Y8DwmGhpXgYpln7qUj9PXWggpZGapu8mMGxg22pUMj8GFOBwzFrt4Yp5DngF2DZrOedu4YnkrI6z9c3q3uV4+pp+zz/3cHz9uFmxcTCXc688mBPvQToTJ9biI/PilQ7Hnum/80BxHkNu182VOCWkJv89TQsq5TwSISt3p/2KOq3Pr9LEyD9ta5c5c+Yg3YfbeLDfSNqILM1e22ixxFvPzStApLryb3fZeCFMQsIiUogEzR1fSN5PIklZLJKs+1avtVdzeF95x0VpGnKIZ2SMoXxXwjI+AFb1bbFeWZvHeJjhwZQ8c8+aOmbTeb6JO8TeUz+Ptr7tnQLKezMvPvxglz0CturOfk1GB+Md8Ab8Pigd0GZOJAvJa6SSAvoQIf/8nSbi2hOg7/S3ZogAH2xt/ZdZROTvyb/+FOkY/QMyi6FT1X/7g9T1oZUBIvLfB/5J0pr6x4CvAH8EeAD8EVX9xz9s3Z8U+NU37vEL//jfzZ/+M1/ma801f9d4n07v83+Vt1jLwHus+Vw850fGu/wtn75mPzT8C4+TF8CJtnxxPOeBtpzmV3oDPCfyNAwF0J7mOPorIhdh5EoGtozZgj6yoOEdbfniuKIPwsNBWI3C57oBCcpu2/PuWw8AWK+XtM3I2a0rYhTiGOj6AVXh13/ts2y2PRfXPa+99Jx7957x7rt3ubpeJHfucOimJgHGMRCkYYyRSyKPZcOQD94NI2+HDWNccB4bFgi3BJ5edfzqV1/nYhDuSZ+s/hKJGfiaMLrPJHajwAUjK21okQLqzPXWLPO3Y8NetJDu+TzwJd50tlHsJBbGfoALp1FdZEUMpI39etfwbBQeM3KLppAIboB3xkhPSCnhMoDxgn9Hzh8PExdvc4eFyuTv29upMJRDQJHsCh7QTDKYDoVBJY1hvt/Aov2touy1EteltIZh4tJdriUdYq3ALYFlbNhrIrVT0s9VAQjpUO6c54K1Pbn11k3Px1MXgZzqVm7XDhlwNZJdhbXe7wGLrYO5p0KyOCdw62Ppy7PxoHgq8M9BsOddsFhuf8amNZnCTToVNHsIeNK8WmcdC1PemAJnr3UeytxTlRdjVoLYmvFt8MeKAeQAOfWk1SmTn+Ku954ETb7XOCZsLMCztCePmerGXd8xG0tPHDeXSYw1oXpBVVDvX8/U33SNHYKTXM6zsfDg1MiwqvUyvSO7ETZjGumtekEyPzMLnpeaD94oyeU7c4IIVXAsYC0rjKYjW8HxStJYtplXwly/DejZs/fU9eXHwa/tSlR5KIbaOrNwCCtz5nobo/m82F7k6/fvwtyTKVkUp/X4ttvPQjiZhWBfjqUd9F4IhdWc2qcg0DphuDznCNBN/a+WW188gJ9b+Q4UqrNiVr0KIqS0LT1zOoflncgg/ZiLvW+9cahABTVBalS/TxE7f9YBWR/Oo6IA1rkCo9bl2zNfZXNwNG/3/NrpGFSwbPcVwD9zU5/Hxd/UjmNtOA7Qpp8eI9Mz3pD5GPjnzde2apJPVPPZ59aZKWTS/E37Pn/OXAlgbP8K7MYwGYcm5B1UYNWNSRngCHi99V7Ej6m8MNtCIKUiHlVos8wXtSLowl8gKazrRsu+ChKVELLhaXbdizwCYqxKD52NuSkCGkntPJbF41gmCH/dTcSBpm6YK8RsX/DcABN5wc2jf19re9L+sXLAfd593+JCaps3y5a6ZirHR63BMipBlZtuKpZV4ONePoKeAf/o+3yvwF89ZYCIfAH4HwFfBl4G/kPgLwP/LPDHgD8mIn+jqv7Mh6n/kwK/NI782f/Pl3g7XPIkbPiv/ch73Ln3jH/nT32Gb8sl74Rrfmx4wO9cwH/z7/qP2W96/u//2l/LKMp57PjhpuWzL19y6yyFjFxdL/n2e2f8xrbLTNRS4swvJPJWuOab4YKNDEV4tlCDB/E1HmjDE0Y2GmjbiEZhvV7y7Nkp1+ueq03Hsh/47KcDYwyMQ+D81hUxBv7iG3d5h5E3my1feH6Pz7xxr7iIddmSFmMoL1pJh7hPqRGbIXAlI0/DlqUmhcdORt4O1zyXHS/HFefacqodTwfhzccLQLmjDe/Knn2GFMn1NT1jJNLQoCjXOT77VEOJHbVYYSsnBJ5rZJTEAzCixHyiKkqnTbG0WbHrxmwtN0K/TgMLmiKUDiRL+XMij8NAHwOnCH2Ai6h8vbnmlbjkvracBmeJJINvyVbGWK2lVUGRPCO850hDSGndJCCalCVBqzLDFBiCgEr2qKigzECwuazDlCNAkJx2rR5gvr07hbNGWbbKLVGGmLwh1ihrtMxBm0GhWSzNEi5ardpWf5rTLEDnuRupsf52nSeV8zHNUwG9glUD3lOrbI41L/2tgNr66Vn+jwGsCsLSe7jNyiWlhlacaJiMO9TwCKFayWu7KNZ18PwF07kRkgrZSBLtZ12/ejAmUFNMiiZlzD7HRtsYeHAfqYoAS89o4Nw8Bwq4z202ZcPcy0lcnTYWBfhp/c5bkedKDD+GpgAxuGfj7deCKVhiGYuqXAiQ3ZZrO/eaUjl6gbBFCGNtia3Ja2JavyqFrNAA3Zjjqj0b9JC/9+6dBmpPm2pBGtTb/dN7lpQhxxUBfr5gmlpxGgqQnmAW3Gq9Ou4q698NX6yd9k61cnhNEc5Jc+wVrH4e/VwV5YNO++PfzyKYy6FQ62P7IVlXyzPVlMK5TgeSjRzTA/dj8b3GFO5T91WgSgqJEPMIsD1TDkCiPXc+5nPFhXA4z/5aq9NcjAO1/14JcCwEwdftrZ3+u2MEab4vx8DOMeb6quSo3/sxmIcG+HqtHCOb9P2fF9/O+ZjcVPy4+zIn1JsrDeZt8XNulm6z9NocQZ0X46/xfbc5eNEYGOhVBR0rV0MrmtnohQZlsYhFFtPsFerDA6zuRCZd98OYrfnHStTkPbXoI9tdmKTmG51yYD6GAZ14AES3yXxQK7VPKWh/z5/lx2nOIwGH68EDeSvzsJybQnE834CH84cKt5vJATuZpuzdRzn6jgWpcf4aBQk6eQd8mBukMd6qFEW+DyU4Fq5hoTcfOaj8m1o+etkEVPVv/M2q68N6Bvx+4F9X1UvgUkT+PuDfBf5bqqoi8oeBvwX4RBnwIctChaV2/MHvf86P/vW/SLvYM+xa/qXfu+Iv/eUv8C9dP2ZH5N1tz3/wR/4mrjctT+WCjYy801yzjSN331pwX89KJoIA3AK+EjY8Dlu2jOwksmEgoiy0YU9kkCRqJeF/4Foiz8aWt5stawbe+vpZAST3YsttAj/6mWdsdh1/9Bdf44sL+MHPPuJn/8IXeG9MruNPw8BXw1PekWt+kY7zsWOhDScaWO4DJ9cnnCMsgvL285YdkRbhlCW3Agh7Pjuecyn7ZHHXmK2IkWdhx0ZHxqjF6vmKttxrleXQs8+u+C2wDPAbOvBe2PHS2BQLdk+K239pOdA08HNXypUMCbyY1Y3K/N5p4Cym1ydKGot5LOuOFJZAriPNa8OpNiyyu/aVRK6AywywXo89A8lCfqLCOcKXxjNui3DaKm2IqCatbR/gNQ08VeXtMbmTdy6W3DwXzAsgigFmzdYSACkEglYCKfuAZpAK5jmQFSnZq0I0SbIjFnuf49pR1lQNeI8UC7sJeJDcpgcSqc0aLcRdG5I1dEe1WFsfDARXS2QFy55wzoDPJtdr678cuVqvaTPosDk20Vby/TAFm/Us1Mlv9rmRwc2tfjsoBGzk340x3xQB3oXa+nWmNlPTObKS1vxxYcGure7eNTQghbqQQkjytQsVVs6ONj8gUojC1BNmn8UP4yrwGRb63HL7rwG5fb7WPBS2WNYIB8o4VMwY4ZkPIxgyoNfZXAlVSTMv6tq4d9cHkqLE+AfaMm617DTxd5w0VXCzkBTfzwHlyt1n6/MWNawiKqhwAExEUliJT3c3B7rCFMSaO/rTWBUrNp4WUuCzXihTUG3KI7umeqrUsA/vDrvPINmUHF5xZa72JrObN4f1zXt6+NhwD4iCDaYV9yxf5qE5Mvvc3k2FiTWsWt3qc4MkD5baLnPf1RI3Owf0lPGyz6R4F1CeV632RjpqbTUwbfH5PrbYt9OswfNxStdqGVvv5lzGqNQxs/RPxqkynVuawmMuw2nMxP1e2yYcKlPm5WC8nTJh7nXiU3r6umwcrace/HhQU663OYrHLPlTy6oPG/HtS8+1uamfea6R5FlSJmmSicG33XMgWDiIVxYBhdityQtl+ioIO7cAvIv55DqtP4+nRUw/jXCuuMOLlPO8ycSQRYEVIQShppue1hmOjJdvZ/k9aOETkACNVqA+jFPlgyc8tL7s9qF4efi+Qp1v/7mP+7d7PMmkag038fPl0wHa+rCxexFzgOd+qIqcumajTvcy85rzyoXC70AlbfXvwTxFYKlLOHh3hxyetsghv2OUkma6KDdd3atACUOYnz/zUpRXL7jm41A+asoAKyLSA/8L4O8k8Qf8rcAfBP7ZD0oi+GGVAT8ARBH5eVKK3/8t8ES1LKU3gd/3ogq2XPDH+acPPv8ifxNf5G/6kM36+BTJoPb+gyc8+MHvcP3ebSQor3//d1hfrfjhv/QKr2jHSVAePl2yGQKvx1OuJbn7K3AZBvaq9Bo414ZzQsmlDfDpeMqF7Pnz7bucaQLn8zKQQPFTWraM7CVyyZ6OwEIbnsnIqMowBna7hnfCjnvbJc8uTnh7hHdlzx1Ny2wrI49lw3PdsWXJQhpOtGWhgZW27LRhGYXvhA1biZxoy7k2jLFJbuXaJSCqY9nhYhagIspGxsyin/oRRIs7+Spb1E+6kdN1w4U2LAgld7wx+S/6SNtExqvAViJbRlRgINLlrAQdgTYDkAjlQPObpQ8hGNzh2CBFEQCwy8f/XoROU7iDpXgbNAHVVwIsM2njMKY84eoOxy3KpUyhYHV5FxrNYEcpZH3JM8QEhDCxNpuAKA5g+WIQwwR6f6B5kN64ayb3lwOsCtgJBGsBlJrHwdrRuDEzgdaDPpgKQbWtOJfzqevw+x1cHkSYldun15uHBNg91n9Tn9RUeQauKsC1e3RSR22Zzcm8FOEX41mo19XxMUFZJvfYmBhA9KR78Ybn1bGocMvWh81ZUtmp67m6p0/fD6vPvClsjsCPYZ3f5sj9zO47TmuW2uw9ZuZ12E+zfjRCYasX97kvfv1UK74pJQ77kX5qDkU6tECNR4TQ9GwLeTi0mpoywaw/Zqn3XBTWr7rGpmti7tIf3MzN+2qcGalvNR+3/wdVGTf1Lqgd8OtwbkkfXX9meoBpmjRXrwfW8z3Bt/9YUSowVepz5xa98vv7bBrHgLW11/prngK+/hdZn+fXCNWDxJc507n1z+69iZDsWFgHHHoHeP6DubXTPFKOeSnMy1yRYdcdGwObkw9aomauBwds/M8PQvz2oucdCwGobc1eIpNxOV6nf2+PjcdU4V33wPnz3q8383HwbvJ+LObv303lryRW3GL+/RhOuApcB2X20k6AviSPx5IRwsA5h9kCjpUJp4NM21AUlvY3HLzDH3Q9zpV7NxV1L0sN86rv73Tfr0aZcia7eS1hV+5d9O9tk/ubPk+efZO93nFgtNnSP2SOB1OK3qxY+mgC5d+s8hEnEPyXgO8D/qfAHwe+CXw/8H8C/nsfpIIPqwxYAZ8iAf7PAL8A/Ir7fo4RDsqCc/52/jcf8vEf/6JZoPuZP/tFfu2rn+F3/e5f4+zWJeurFa9/4Tv8H3/iL3P55Jz1xQlNm4b694+B66sVz5+es14vuLpe8vPfOuEq60kXwHkX+Ym44MEt+Af/1/8a3/7Pf5Af+7e/wKXsuZT90bb8QvOQX20afmi8yw8NZ/yBL7/Jy6+9x8uffYc//P/6m/mZ7Z5/7+0Ft2PDX78Qfn0b+T8/3PM7UH5Ae253kdv7BU/GO4W0bqkNCrwVrllqw23t+apseC7Jvrak5bV4wkkm9zvNbvh9TCdGo8LjsOW9sMlhAsni3pJI3y5R3t0rKgOdCi/FxMIvNHymhU9rzyMSeeKVjHSaiNC6y45lq7ymwunY8GazIWpKw7YnZmtZ4hy4dkv8JLcPEsC/DAO3Y0evLU/CLnMUJOv2ipCt3pW74Cw27FGeMBYA+BR4vYHf8X3vsdt37PcND5+esNkLfVAeD8J3ZF9cpu3n6ES7VkOJIU9W0kSEeEZIzPmqXMpIYrBPKf8GYJ8JB4Mm4OA3CjuMepLbVOcOqI3EAnqXee7MWmxa6ACFlHGfxfGOGt895M+2eWxONBRgVMFm9mAgpSNsqbLDiqTx9mkL7XoTsoycUUiW3kQaN72+yWvJnm1eBnMFgLjP/OdjnuPBqVWSjBNZEFg6hUeTrxlcPS9SBHgLb8rQMFUoDCRvCy9QJjLNWEghB5JyyLfbxsbksnUeb6vTslFMwkayYsfAsBdfjqVYtHY3ZT4Px8/G7QBga4qjNQC+zu+jWbqtnx6QphSDKWvFzs1xCu0hh01Vi3UjKeWSpXQESx9XCaAguWSu1Ygnp2sHktfDmWur7a6mlOpz7PbOWbYs7aSR/s3XlhFkelC+i7DR6fzfZOVv3Ge+LXPgHst16UGWbvMqVsWTyeu2Fvz8rvMoLfK1rRwKxceE6mNx58WKnAfXt7eQLrq2Q90L4pHvvDeGt6pVAFCB/Dx2eOHca+ckgd7bKMXzJu8t3w9fuqAFDM6t3lYU84apd9f2aBHyCZKyIOQUcC3xhdZws+T7UA/jDrDvavumCgl14+vrs3E5Fl6gs2tDRhPeo8BfOw+HeD/g69+HoEzcwc3dfh9lAnQboaTR8+tgDp6ggh/vtm4p8uyeJrfPe+tAnU+vKPGhJzYeZY1Pxqr2r5I21nHwgG8+hk1QmkYZBpmAPEjeI6NKGZM+xERIFyWnlUugXWbA3TgDgk9vKSmG/1h6P/PQSPdV4rkYpdRlxIFWV7ovGVlS+j6p3i6awgxG6ks5IYSUqYKgjIdO3wGdfTfG6fh40N9bSkYOlWBlDPLPabiKZamqBH1zxS2kefXK6kN+kry35vfTk4U2/uHU9eG9mmwPsWJkjnJwX2qzkeB2+bpmCHShfg4cKGJ+qxSdE9N8dMp/G/h+VX0kIqjqpYj8Q8Bv8FdZGfAE+POqugG+KiK/BPwe9/2nSJqJT8qHKObqvsxCwtPLnkfv3mO/61gst4QQabqBEFJM13bTMw4N49iw23aZzEXp+4FPLSLbIW34t1Z77pxvOD3Zcvv2Jddv3WHYt/y928/TZUBxTXUd3qPsJNJroNfAqzQ8WES6fp9yvI6BH/jcQ+I3XuJbmyZb1UYCiYjuiQwM2rDZN6xRzrWj00Cnwkl2fb4XezYycikDlvUAoM063q0oV5pOkJUGXtOWPfCEkUE7iAl09pri7L3FdchtFxIT/6DCOEpxt9qi7Ei57JHkpraJgbhP8b+bbG1vs1g895ywWGwDSGPeGY2sL2UYSL+Luye5wSuDxHK/io8prKz2T4aGt9+7zW4IDIPweNMW8HpBZCdxwv5uwM0s6VZ/U0IB4oR4z9abpfaLJICYPqPcb6Av5P75WPGWw5i2SAonMA+AY6RkXqg0UGjeFkolQmypLv577NA8JKzxsW0GMOeuwp5Ir5AroiU/vbeue/dsyW1rqe7s8/Rk9hxz6ldXTx3rNJ7GZWB1jaWefMhyGGbg22V1FfZ9J/gaAJ+6T1freHYRmXA+2DVjJoM0MGjeAt7Txe6ZA/hj3x2z1Prf/XV+HBqmYR1eWBK18ICqwLG5Ne4BX2yNiUoRvOwef63F52Yy7Un6wFFN6JwCafOwMHJSD94jyk5zilKhZJOYsra7d0OmwqaoWfUdUMnPMAHY8tDXcJrp+qjzKwfvQ37k7N2tsCu6ttk4W19bPJ9CVbTN53aafeA4KIY5AD4kzguSXFZ9sTkS36FZf/weM9mfMgi3d3RePPfCTVZsAwceuM6t7Aaw0zxVhchNwPYYT4Dvl7h/x8qcPX9C4ibV82H+2QtdgGe/27qdE+35dtqY3Dy2dWwsk4GPOT/e/5sVAnPPh7kV3NKZztt0LF26D0G4SblxjCztw8KEubdI+TxXakqm+T1ghJ71pmNx8On64+NmGTOM4d9iy21fSev5xYjvg1pLvVdBCjWonxkPQDiCtM39vLwbTgng/35ROcgqUfip0t+mFPKlegUd36/mYRndRPGRPyNl0amKnzrfXtl/k3eO3TP3CvEhQ97DxN/zIg+PuXKk3Cf1n8lYXVYwzkNvfPmtQB4IH2nPgHdI5P2P3GenwOUHreDDKgP+FPCPiMj/BXgFOAf+uIj8jcB/CvwDwD/xIev+LV0s3nKFcK9N2tkhCl9742VuP7rND3/5q6gKFw9vc/XsjKvLEx49vMN6veTx0xNCUBb9QNtEQoj80OffIzRpmzk9XXN2fsXLn3mXphv4uZ/6G+gXO/6xv+fPsLp1xfJ8zcW7t1lfrXj83l026yXPnp1xfnbNcrVhv+8Yh4bttufZk1uMY8OXf/yX+T1/w46f/5kf49GTMx5fJDh/V3t+o0kcBvd1yam2vDQueJmGe61y0o+0rdI1yhtPV/wZec4t7bmlfQHQAzGFPATlbuy4Q+Cv+cIT1puOn3/rlGXseZkec0m/naVtS1kUgRXJBf6RjDSaXPQXmmLYn2eFxyCRqCk7+qUmEPqt5po9MVvzAyfaZHZ3uJQEwq9lSMoNhGsZkrUpt6VVs6AmuBEckH4i+0LSuMjKij2alBQq7MQIB5VnjHzzqcUYKxvZTsIOFEWkycQ/WRGAsCSwzAR0EYuZF8hWdlM2KJWt34TokRRaEqBY7MEyGQjPNPfJKV/M4mqgk1zPRiLLXJetbysm1CYLbyxKMCPSMmBl1u+GZHEcs6DSzpQM1v4+y/ElJRs1taA/cDdUgrsxK77KAZ2H+Mwd2Ba//ZzIiLI6ouIwYLQs31gIRO3DSmqMpo5SMgmYJXaqPpoCbG+VbUguWhVcpjs3cWpphAycjd8BiitrwIjjlCiw08Q9YQqi86zYWztBKgHyIwISVeCycAPfjLkgrlTOAEu1eE1kmZUl9h3UmHQbQ+Mc8MqAnpC5E6QoFiwMwtod1EgMTTGX1rVxEBjLdpvnKKXFytwOBn5ym1pMSWH1T0M1RuApkbsEbrexgByz8nVNJvHSJGwFkuVlHwPbQWgy6ZxXYPkikkn4gsJYOVHMMmkWpL0m7wdV4aqM23zepr+bJ4F5zwxUZY1fpTaPuLkMrp5WkieDJ4LD/Uz3y+zvBPytTf1sqRWPCamgenQra63T8BHLgNGQ05tJjf1XrQqFm0jvJs+WKRi3+QQHLKgAxStdjPH/JjfjEqrg2jXP9T0PGVB3r1l0rQyZvLIJKY97zMowa/NN7su+zjngKdwESNlDyjua228x8GDpM9Nnqe7pM81Lo4xT3ses7fMWzhUCc7I2q2mMQpvlAVMEWBpFT9RIPLTYW9x4kzMspHHL55ubu5i5AprZnFi2hrmyxNbYeGRcbW3M+xskyTMlvlwrJ0MjsGgjfRfZ7RMZH/GQqHDuIWGlEeWkTXvcPo936yzDMaa4fe8dYOA9hNlYHEGyxj8AHHgNiNxwT6x1m1dA+j33weqdzYeP+/ftqplfSMpWUzCWPTt7kEhaJ8PoLfZ1/VjR8tMrsdJnXaPFMyelRUyeCh3KZgiT0BBbqz5EyXs1+XVhbbE1ZcrF6m1QPRDS39P9wcbOK9ySV8ihJ8N8nQdRuiNssBaKNB/zm9UFH4fy0SMQdOWfA/4DEflXgCAi/zDwjwD//Aet4EMpA1T1T4jITwC/BKyBf5jEE/BvAfdJ5IJ//sPU/Ump1iVLd1JJVQIXz89QFRarLYvVhtBENusFAKtNcg5tm8j52TWLxZ6Ts2uarBj43Je+wcs//uv8xn/wu3njVz/L4yfnPLtc8Kf+/Bc4aRJAP10NLBd7XnnpKZtNz/PLFW0z0rQjy9UGVeH5s3MeP77Nt7/zMj84Bu6+9JQv/c5f48nDu/ypn/shnsrIt8MVG5K13/biQSKDNgyaUtqMURmCsArK7xjPeTvseSY7uuw1kFyFI9cCl83AdxCefv12BjCRHrOwJhCwyHlrlyibbWCngTUJ3GwkMXi3GhiyOLDQ5DExQAkvsPL6uCwC7aVE1jJwnnkGeg3sVTmVhgsZuM5eDQIsnfeAAbylNsnTQwNbSd4IlgvUrPQRKku+ppCBjQyMRIaQyB2NQK8FtsTqKss0TtE+MxfrY8zeZtVUkieIAQDLSW/Cc5OfZ5a/MQMyxayhUggYk5AZCui0EIU5iPFM+9XK7rXkkvuQoiU7N0arPJ4mvPkQhOICrqEI1T4swOLde1IqRskW1Z5s/c73Vfd+5WoGQM2D4KZiRH7mZdBl6GDja8z13jXYwhESL8FUCaB5HBYkzxcbo2s3ftac4rKa61wiro6qZDAvD5PFDPROLb3KKLDWKrElJUlVRhxYq46MR8xjLlT37rnHxRR8pj5YKjwPUs0TwLuoS1a2jKJsNTIwTTlp7bKQCBOUx0wKiiZFxzBTPkWtfa2eIbZWnQBFWvvWtmPWnQG4GgJ9OCRjM6H3yVZq6Iqkes0DqKcqF+ynpUFcZ+HVu8Dnbk1AtglrPVLCKyjjKaXuStZY59m8cyyrgZ8TX3y6TUvp2Tkw68sxdu1STwG2BrxNQM37QP4uKT0OhbOlpLbtspBt728jVbFy7A2eg7fjHgx6cP2x+NlyDUnBZFX5S+fuwKa8yY47R4GhfWbKBU9QZ+m9mhyX3ZNCBTw4UleX/eUt38J0bKYkhVOr/Vyp4f/0c25tNSWEgR+fmcG3QXWqbJm3xQOkY1Z78nMYD7+0NWOKJANL1brKhMhPSHMxdyOvBHQVGM2/S4qR9HsfpuPh+xVm4+ABnGBs8VL2+8YpE0YVhsHaUr3lJvMWEhjfx1AUjpNYfZQsck34BQzAi1SX/qbRF673dD2VXf6vEDsFFBWZjFH6mQZqLiMfjWWnKiXmnAJto7VvUelCGqd5aI1Q5zmt3ZzhJUyfP/cuMGt612ip0ysEvEdIea98PZrqHifry1qkhQNg7qnk359jaQMbSQ3Y5fUpmkgjRXK4i9R5rM+dDq5qIiUsY/SRxcm/SUU/ep4BIvK3qeqfUNV/U0S+CvyDwJ8Efi/wzwA/+UHr+rCeAajqP0tKJejLj37Y+j4pLy6qwhgDVxentO3IbZ7R9gOhjSxXW2IMLK6W5frVyZaT0zWnZ1c0bURC5N5v+w6bv/MRu3+v52tf/zRX646vP+/4vy2+zrn2nOw7vry+y6d1ye87v2a377had5wsO7q+5/TsGoAYhYvLFd9874SX7t9hudry+m9/g8VqS9QfYkfkuWzptaGnoSMQVNiKslVlFwUZkuY9iNIF5TMB1vuGi0ZYaLJGjpLsfltGHoct1+z5WnjGLe354nirpPNbSjpsG9EcJwfLXWChgScypOwDKBa+YGnFWqSoYcX+zuVeFhsDSfB+GpJ4YCBrROhVWMvIlpEVLUETuSAYMMj8CDSJxJHAlabUhM3s0DC38NaJUcZNsGYAgUCTQJxITmsoWK76aj3O1owsPJhlz+rzQMkUASqVcd1b/DwIat1zLIbbx0kbiNuRWeYlbS7Jxb8KR1ABzZxJ91gbbcwN+C8dIN4DV7nnI5X53/LZT0AXFguf6l82io6SXY+d8EZihd/k/m3zGHmG+dGFScyLWfc9Q721357jXVqn6c+mHAGVDT6Rzp3mL6OmGHED5GL3O2HZFDRzNv3OKQyqh0EVTxNPRALHAWVroCzzDBj4asqIHZY514F3N7e+ekVAHbs6HpYm0gs142QUp8U8afZUr5bJWjcll+hkDxAo3jMdFQCasmHhxso+N9d3C8loyzh7cifFSGD3KFtNaQQbKsT01pTnJD6Dnuy9RE7xibLKd5SQEq1pAHcONFhdLypd7outb+VwfubhH6YoaAt8Oiy2Dr0XQ8BZ5Y6UiYWWCiCbjMB8/Gt0AC2nyZ601a8JA15jVpS0+X0oVi8OPWdeRLDny6hyoMgodXCoILHi9AGTmHT7u/bT8sdXUHcM8AbXFzh8J0QS0FFVdmMobSjfT+qa3ntsHOag2dd3U7iAV140ks5Rf98xJZG6umoIxuEABPEeHVMwbh4Kx5j8gRJSM++bFXv303fVAjyPObdnk38eArZD0P8iKDEP4/AWXkghR543MmqyQI9IsuRnS+1Nm0BMG2A6Hy0MwGL07Tml7hpXHqix/n2n5fs5WJynLyz9mmmJj3kEHAOSptwq5xvTudTcjpKNI8s9xzIc3PQMr9ywdsZdWuhxrGvDg26vlGqzMsDGM+Y93p4XAik9tnt5/DryCgGvhLI1GHNHTZFuiuL0bqQUgVBlAF8mbXdjYPPaSpLFk6dazgYUhcYJp2X+/dpXa2Py3PDvwUcLKv/mFuWjpwwA/oiI/D2q+tOq+ueAPwcgIl8G/h+kzAL/1Aep6EMrAz4pf3WKueTuUDZ74UyEs0a53jTs9oE43ufps1MuL075zBe+zZ3XHhNCZL/tePDyI8axYdi3dP2eECJtNzIODZdPz/nWf/7beOm9W/yZP/27+NOPOt5ttly215xqx/eNt/nMuOKvu7/npXtPuX3ngmdPz9nuAu89OePp8xN+8ddepRHl9VcuOFnt+NLnN5zduiRG4Vd+/kvsdx2/64vv8KV9x9+9P6PrRmIMfP3NE769Ff50+4grOeFZ7GjHUMBil/+tUD43rvh6c81GRgLJVbkjcKotPYHb2tMSeBx2bLTlOlviNSrbfbL239WWJXAL4RmJRO9z2pWMAVekuP0NiVRsqYFGK4t/gAn/gJ1l74QdCwKvxD7HJ2fLZI4HFYGNjk5ATUD4VvYMgGQBvqctj2VgI9Vea9dTNtpEStgi7CVmoBqJkmpvVWgImYQtua0v8pP9WWtWbHPhVarVbksCSeIsoAagOqSA/mR1r7Uuc78SCDIrJKV/irBwh3Fx98U4ABIY2VD5C7z3ggFFA17+IDRLYxdSesWdVuv3LabEZurqMwtnjyQX8KAslJz6rgqdi/zT6rX7zTPAOBqCG1tv6d6QyOysLZYeaiS59IskF2jLD7zKU345THP6QnZfF+hDsjBtYv1uSUqJ9zx7yJyo0EsVmvoAK1GejcJVHmdrN0wP7U0WGJY6Tc9nHgIxKyPm82lwzsbJPEw8n0Ody+T1oJP7p/NSeROghi/UMlcSWfaJ8px8UBvXxzFPBbPe208VhUwkaHwDV+6pyWtIJllYzHJjyiFP1DgHyxHNa125iGlPOc9rsFO4HBMxpebnGxlmGhPKO2ZA27gSzItjzOvMFE47TSmhhApOGiieQylcBW6psENyqExSWp4XVRZljG5iAa4KlerJYwobU4kIKWTl2DykOiovRCPT/Npm9W2CFutTJzOrGXX9eKVDEk7hrEnjusvkYwVMMbUkWoiNWf2Mm8ArFI+x/s/j7W2OQu68z5LgV661z4NpAwPz4gGhlL+rcF7AtssPrkwt2Y3kVHGjtw7WdHj1k2mZN8cDbGu3LzUN2qEHTBDziqopFudjM6rQ5tjtnbM41rR3dUx8mZPjmZrBvBDM7b8P0xCNm7xTlqG2z3ZEh8Fdf1PdvVnadaoEiDrNAe/jxud1zb0lpsqQ+XPTwyxcYNTEhQQUYDpmYKpagfyirWd40yTFuLmzF+Wmi9nwioWu0QlpoJX0HunRWH+g3DNZs5JAlbXLsghYOILO3M+NWNVK39S17gkdIXvXKESRA4WA56Qwd/6jbc51tE2q11v9pZk+z74bo5R9yn6KgA71e1sT9rM+zzyOqhdnH9I++iTOZAx173yud+eIMXunHLBfbP2agsfCyBJxZB03H6pmioy5h0Tir3DvpvMy+SCZHL7Xy18NZYCI/AHgJ1X1n5h9/ncA/zJpuv5pVf03jtz+B4F/U0T+AVX99yW5HP/PgX8O+MPA/+SDtuMTZcBHsBhEXJMseV1MLszNmF9QTW5bd++fsTjdoio0bWR5siHGwDi0Nc5LUuzXZr3g6cM7qArbfcMJyd39rvbcjff5bFzy6Rbu3r5mudyxvl6x3vSowuW6YR9bHo/JxfqlXUfXjvS9Mg4Nu23P22+9RIyB1WrDYrFjsch9GRr6JtLQMoiy1oFLCZyQBFkfJwkVzESMQC4LghoIIqwy+N9KZvVHi1v6tQzsCLSaIMlpBrTJml+1qiEfpp5ATUVLnKqRvFlJ6QBDySCwJoccZFEhuVzPrZ+p7d7iPc/V4IEUJNdlT2KXhKcq9E0trplHIAuSVpc/3zx48iR81VU7kQQ2k75WpYCTBXJ7pwdRTZlX+2ht9e2wv6ub+NTaau2JB1CqPteuM/e8RpIw1I+SMzMcgj8bDxPSWzd+FpNrfVKBUY02THLowLQEpYZyMA2/qMRt6tyj6/ikNqe/x/zQRsx6ByJSCONszNoMUiwufDdWhYEfF9xnFpNqFiYLj/DraMomn93us0AdOW79tfoPiYxyXmqOg29f5u2dK31q+9L6MzAqN9QxacfchdEpJF5UvOLI4v+ThT+VMc+pAVcDoxYKssd7LNSxO0j/lPvSkLxnRs2CHElRYMKePdevPa+Usr3Rp7i0tWVKJwNcXui0d7m8c1nY3udv7T3wSph5KMhN8zt/360o1XviRS6kc8BbP5u6Gdtz5l4B87qseDf6uRJh2n6djPuEfM4+vwFEBuEoiD8GiO36G0n8jozR+yfCm47Th2H3tmf7/d2vnRcRkVmZW+99PUK2YlLHa67gmIez1Ho0ewF4P6HvrhzjWjjWVit2xtx0/XyIfWz8/Pu5e3uq//D7m8pN02knlT3b9u9Gklt9TQN3qACbhI1oBYnz/fJYCrkPkz7Oe08U74WsQIiRkk2gbQ/nfx7m4tsfneKCQHVxn/Ut5DEhVmXJsTbOUw4eG/y5EqA8J4+dD1/wbfDv06G3iwHy+kmT5RFmV3mFudXv9+5j77L3ZLBMBqY8ldz3Nhz264OkkZwTM37cy2+mMiAD938B+PuBf232XQ/8H0gZ+y6BPyciP6WqV9P26B8WkWvg3xCRfwr4+0gpBf9eVf33v5v2fKIM+IgWE0yfMPIkJnKsHnh107DZBy6vW957/NtZdCNf/IFvc3K2Zrna0rQDi9WWcQjEGFJ4wdjw+PFtnj874+03X+Z3ffk3+LF25PGjOywWO15+9SEhpyf8jV/9HN956x5/4eGSFcKnVwO/vg18J2x4nSUdwntPlmzHwLNB+OHrBbfPr/nZr91nRHl9oTzdBR5q5GHYsyfyUhS2MvBaPAFgJ5GXYs/SAc5Iyj5wIQlarrTlVFv2EtkwckJLG6W4Nd+JfQWVGaB1muzfO4k8RXkO3M1W+R2w1+QNYFwDa4zFXrmWyF4it7XNKfFS2ZK8BD4Xl7wRNlzKwJvNJpHd5UC7W9rxXFJf77MoTP7k9l2QeAsuMrdAk0GDhRQkK1sshHuduz+BmsQZcKoNSw0oykVO/QdZYUTDRsbkSp+vW+V+NiRrh1nbrsaUEu00ww+ziKaxAZ/yDaYA0sf7G7gwi2UErrFwCqHPdbfU+GHr7yq3eXAHyZCfa7H/ppDYUdO/gQmPybr6oFWeDCmVpFl0jb/AQFMgWdkNPIykGO7TNpZDMCLImGO/NWnMhWT52WuyuApwQuCeCL1oARvbmFKIeSuQjy1uqRp5c7teoLRNFt7y2BjItHZ2IT1jmyd6GeBJ1JK2rSER/JVnApLr2Ck80apuMoWAV/zMLb/zmPcE1jMRYBGWvJhh6+M4L0U4uLIWE2xMiJkrhsC8U+paM1d0m1ulrhFc24O1SiWHwFSAXpWOtWXXEtlA4eQw0G1jokgiFqV6hCQPglgt02UM6ntioQMGqltSyMlTa4WBLTcO9jwLEfCCnr17KVwmKYtMqbVqlMtBuEa5LWntGAmbT61n4AsyF4GmvdEU0Ea6aGE8RcikKk58e4S0vucKgaoErb97UOLbImV+agz2HLj4dh9ba9WtfmpFngjFVj8zxRz12puK/85b1oSkrPOhBxaXnp5tQGjqrjt/VgXHOvnbiv/TQIuPly6uv856W/gxzEPEFIp6CEjtvVJ3fXT98e2z6ysPgDjAUUnV5n19UfhB+RnTWlo4i7JZLE1RMzqvgWMZCMT9s8wHNg5zb41j4SFG3Og/n+9jXsk2KKCHqopjXiRjAe3Tul8UquFDygz/Rk2kjKmedLOthUUTaRo9AC7mLSKSALhXAhwD3FETCaP3Oiltlvp34fI4Ch5lwmdkma4AQrYqP71u6YKyJE6s9TF7D4wqDCrFQ2Qz5nSD1k5gGdL3q7a2dT2G7E1nsfBpn7x1MmSPg+OnU9clj4nNJmCkm0WhESr4HZ13g1nSfUjFMUWAAfVEsln7GaR6wOCu7/PcmifnlmosMm+6EbeP5dSQx0KQ/BSnd6PuH14JsI/hqNdF6edssXzsuQJK+atCIPgnb/j8R4FfVNVvA4jIzwJ/PfAfzi9U1Z8Wkb8L+Cngl4EfVtUn321DPlEGfMSL7a/7LFo8G4RmTC7iZ2NkjMLjR3fYrJecnl/RdQOL5ZZxbIgxIKIM+5Y7dy7QmBazRiHGwNnZFf1iP0lTePvOBTEGbj1cIZLi+JcIL8cFv+vujltnG05WW9548x6/eimcvHvC+dNlIaR6tA2ZkCsRyCVQGBg0FqE8ktytgwZ6kmU3gfEEkI2ET1GCZs6BLIgPDuBZGUlM6ObQV1Pteab2qVDcIQlcZ4F9i7IRKdZ4Y7DeaRXC78aec2nxFsCNpNSE9shBFRGhUwqB3l50Av5Ty5xAk2H1FIxUALOgmSgHIIOPIiRMSeEMAiqJVK9BGGJ2d260hDhYGMBE0GRmnZ4J+lnsKEqA6O4PwF0aRpJSQJi6+Zs7biMQRmGjNVWgrQtv0bVc9F64M/dRA+vBAQu/Hsj9t5SZZp3vpcYPRxsvZeI+5y1DQiVYC6QNUzUpLux4NUWACcfzYqSCJhAOmsDDdkjM0Ba/JyGFf1iZCozZbXoGvPdMrcSQ6h+YFnP5t5GqgC8LOaT1Ok83WLxU1OZ8yvA/L8fCEObtGJgrmg7vsO/t3bM2m1IgXWP7ifvsCJ/D9F2brvFpu9IYqbsvXV8JFm0fsfVgYzIvXgkQD+qr72j6294q3Hte29q5983CAqC6eEeFJkq5FpKb8C6mdnqPpFM5tELb+Ffvjzrm3rNGSevN1oApBObhVFbmo1KFS0ofzUW+7t5M4oCPsVQfs6JX8CSTqy19oD33mIJK3X5u7bTrbL35MYfqzRKQ8p4eA78eGHur3U38BB/ECj8vE9I3qpXaQF5xAc+uyvP+Tgn0HOkkU6DqgfQUWKSYZ/veXzPv5zHOgaN9Ymr9jDcgjmMkb9OW1XbMszK8aB6srVYvOMv2rJ3Hfn+/Or37f3vDnH+Q+uy6OTeHWd8LUHc/zZOg8DOgk5dizrivakBfHFi3744rAgwImwdAqTtCCEkhsN/LRLHjMeYYpwoKW7H7WMM+fEv2msMl9qYcT0qvQH2fbc63u0DXqgtLyIoif97ewHVi75jM2jsvpa7ZNRb6cUwJVffD1Edrfx2DKreZLGL3TWQ4nf5u6TvtGuPXsrk8lopUpM6p5s7MFQHmZbGPgWEU+uZjnmBQk7LyN606VQX+mIg8AH5o9vVngW+7v98EXn1BXX9KRP4WkkLgbwb+yHfbnk+UAd8jxaxMGyBoAmnsA30T+dbbd+jbyEv3L1IGgZM145ggQ9sOdP2el199yG7XsVkv2KyXxOvA/Zcf07YDw66j6QbaduDBq484OVvzqbfucrFuuRyFO0F5rYXf+3t/ifO7F8SxYb35HXxr3fBIW5a7htu5nW9BtgQL97WlAU5IhHtXMiRmZxUuclq/O9pyLZG3w4Zz7TjRwF1ticC7Yc+JJhb+jUQGqhuYt1ZtJWaFQMrp2kgm8lO4yikFV3lbNct8C9yTBDFHhStVLrUK3cuMtLeDWc7g0zS0GezuNHE7PGJgHUaMLDApOZLYb+nRLL3gUkOZx2lJVnTP4F1AvwpLEnFgIvxL1/Raj4kFUgT0AeVxGBhRdo6SdotyQmCVD5tF7pPFPlfAldaaudVb/LIHoF54sTrSQSW8thhZD4HtKBNFQpMB76JVzpYDctURR+G5VvfpCvQsFViYhhYIPI+pfadjjrsOdT14okErK+CkUd7OHy5JeXOtD8NY80/vY4r/7EONHw6SrCjGut5BeQd7TR4Bi1CtJyZw+yPDx/F5gWYThWUGPss2pf8ywT1SrSLkdnRB6UeZuHFvUDoqgSPUlIkGHo1tP2oiprMxss9NCWUp0Sz2HyhkicY54bM+GKAdy3zJRFlAaadO/t4eEXN3VGHHir/PlAhGeGmAX28Q2qrMmtMGSl3f5vEwL5ZhIKUYNFAlE0WicWR4okufXcO314cBmQLS3lEf7hHy2jLW+wpA07OXVGvlqFnwxb8vMMSs7KIKnFekMIbBtaPXkGLv1SspKB4PISvPDDB60G9ePPY+1jVxZNxd2/x3XkYeM1A1LDIHwtUduAq485jbOThNyr1pRaWfMn2Or7N6dNQxmRfz6rGfTRbWF5jlv/I0zPcAE/592r2bQgBuwBGH7Zm5JEe3V4jAbkwWx0UTGVRSGEm24ts41HbJZAxtLLxl0do2b1fIwFPK9VNFVXDjfmz8rd65EsE8wAIplCqECkBsf/ZA3Vs4A5rakOe2tslAcbWW2rOn1tRa77Sv1Z28jNdsLfo+WVHqOFWPC3EhEPU6X44pK/zc2VgZwV0lYFTn4TENFZj/DVPOCSKFWb5YwTMI0nxj01QlwDFQPEap78LsAlMIXO+biZdKVEFiAqmWUlAERCkcQd4K7pXl27wn1vHSlGlKqscepPcv7gNnMrLolSGTa1pKQ8+LcGxPGmdg0IcDeB4S++nXqinbJO+u1n5TwEWVIs8k5cb02WYc8QYNSx3r9935dNSsKym0ctnOd2ZKH3zmhcGyMsW6v6llHBAt71yMKatN79PsfAyLcni2WPnp936en37vzx776sFfweOG2d8H9hcRWTOd8h74QyKyJW/XqnryQR74iTLge7CYYPxYlet1y+0mgYmuPaFtI8+enXLv7gXL1Yb/P3t/FmPdkqWHYd+K2MM5JzP/8Q5Vt4bu6oEUB5OiSbUI27AoChIs2vAgyLBhGrZhG5BhGLBlwIYMGLAfbPhJT9KrBQIGbAHUiwhCerEsiaA42GqZtEg1u7vYVV1ddavu9A/5Z55h7x2x/LBiRayIszPvrapudt+/MoD/z8xz9o4d045Yw7e+tSwd5qnH6Tjm+3cXB/T9jM3uCO8DfB8QZo9l6RAXEe0+eO8a1zdbfPJqg+dXJ1zsTvjV//iPYH/q8N03PX5AM1751zhRwMgenja4Yo+vk8PExSPdA3g+RLxHjD+MKwy9ENH8vesOr2jBK1rQg/ALYSfM7RTzve/GHkdEMRykTfebcUjwc2HgfkUBVyzLeGLhnlUGb2HtT4IAJDzgotmtVBkWKLnLBF4iADEemzdkigkWzshw9jnBkDU0QI0CCjWOKPBjJs7GiDWjgHo+hfNAwh0ADQOgjHgQyHHxNFpvcZfGTWHUqnh9FT5BzmuBllHY1G3ZmDqVnV5be9lLCscliPcRoPzlYZED5AlKfHuE3DxFQpiBJfQZ+n4FJ2kUrcKS5vDCqGyUhDXJl0FZmZ9y6EjyhKW507keE9T+Aolwjxl94r6w0H6Y/hEBIdZKh64b9SCTadPCwCnlEdZi4c9KhJZloiR5WoU0RrHACyyesrfCklDFBOmeUPgpVJgdIWv5hBLzretCvCSc9w1V4AEk4kwR+jQNYvWGqMKEgvBQ0jk1XCH/5DQ7tdEA6b3Ic4lzj6sqlZaMUdeopo/M65zl/bEnpRoHbLhBVRIKZKh7l9BGOENE2LAITuNlPfvI36gybd/rGnFhjQ8OwAVchvtra9RwlpeIeY6FLQeu40atIq7Sw5tIeT4Kl0W5JqKEpVjpwhojte6CbGiUoqZOLZpFQ1P5levLtWsx9gCykqqKDSBtLEoiJ6WuTm+nfdLr7RQr8kdhwjajAGxbuHgQvXl3NdWfhSTb5ts56514zixs3vZNP5pZ27RCrpjGwCKfbMwvcK4Mt3HcCl/OCnk2PhTFs82oYMdFt8TWEAC0q6CMQVZq9drEUq4kd1bZ1bFolWU7VvpZR6Z/ZlBbpVyNBlaBzYouyl4buGSwsEr8mnGp9bZbosKCpCjhEm25a504M4+2tKgG/V+NGL1b5zLQswgo58xpqlfW/ZwdXBTvdFZ58Nm6srHxZObCGiGAMl+qDNswFiAZ4BfKPBBqEMgG9QDMyUiv75LdpzYOWZnW9VT2BLnvoG1pxstmAIgpZEEydVEyWhQjhz2zbRiKjrmGsNxV1Jhfr7N6/7FlYWt0Mc9BkcGAdE5ScRQMzTqy6zuY67XYd8caEiMIS6C8N+gtNkxC36+8FliMKFvNynDH3v62lLvQIH/hnX8Sf+Gdf/Ls83/uV/+VT3/CR/0AwAfm7w+wEiKAc0TBT1wejAFf0hIhMasHAF3wiAxc3w7Zunl5ccBmC4TFI0SH43GA7yKGYca4OWGzPaHrJDWh9wHL1GGZOgkvCA6XFwcwE24PPR5dHXFxccCvff8JfjsG/IfDDwAAA3tECMv9YxoQ2OHCM/pI8Cl2qSdgNwY8upjwzvNrDP0M3wX86Fe/hSM7XLsFQ+zwFA7XYOxVIITEeUcQrhNZYAfCIxIFb/CMeXJ4BfG4q6cKkM0zECc4smzw6hHcuHOrK0OE2xGiVA1UNvqeYkpXyHi17xCYqnzzGtPfJbGuQN2L4ChpCxlLQh70AI6kyoBRCNO/IbVVjRRIhoAOxVS4ZghAGrcNCEek/OkkBpJHXjwSr4N6MWsos5GJ8/j7dIirh0i9NWMnsX2TiIpYQjk4lhSXufWMY6Sc6zsrdkxYQjmkh9QXjVsGFNovCr9DPVcdFSGVocaIAm1WJXgDCYnI8dHpoNKUagGJPJGKx1ULkSot5SDvqIxNu3YCU7WmCoRPWX7P8zpHc3JmUp/0uYYttAzTOWVWXhfleUogp55gQqv4yrwooaC9N6S1qGkHreFn7ewLECOYXm+V6FZBJXy+s0AFnvYzXZvZcNG8Kw6F8+BOIwD0XdF0k6pAWOW+TrOlRQ0C1oNfKS16HYqxgpvv9JnqNCGUtbFWV4HqF0968SCVd7WNm9f7AsQAyCj7iJZsQOJzr70+U59Trj/fI9o5rYwoqQ367sLco+2315dnUjMidbH7j7xz5XltX0r4hbm/qasoyqUez0Ak4XZw5p1b62dbp/ZR/nEKfVCvX2HQV0GbIR5PRq2oVbG6dP7ulJSCxSPcfj9Hygpk5KLQ6D6n/bf7S1EWajWlhcrbNWCvIaCKpxbQQkk7JgZWQxi80nbAGgLK/qjP1DRmqqS1pG+5DhTvZo0UKNfaXur83FcszF77b40IVg+6SyfSz9cUem2rtlfT2tm5GlxtoGgVOvt5MMaRtVLW2HlL12LFs9eYz5X79tlV+EFTnANiEOb9LsHVp0XkG+8ZIUgWhDkp0mqEU6VWEYYuKfVqNFf4OkEcBBpCqfq9zpdPZHmtEq/9a40c5QLtn/z0K2NkuResMb/qf1ozNaGkNFKdJrpGXP6+NgZosWNS9QWKPvm8k7esIZU5GMhj32eDJOdrLXrRzvPgz+f6bSw/CYHmT1j+NoD/awohcAD+CQD/UnsRM//279YDH4wBX/ISAbxABEXgo73HFQjP+ojv/uA5Np88xje/9hk2mxOGccIwzBjGCf04g4hxc30p2QCmHtNpwHQaMM/CNaDl8eURN/sRN/sR//V/5u9if7PF/Ld+AT9yR3zobrEgIhLjR+6A1+SxDxv8PPf4+ccT3nt+g75b8J3vP8OyOGw2J+wuDthsj/iv/Zf/M1y/usJf+btfxwGMTxHwAXk8HQFmiedyxHg2e7wXxrytBQCHqNZfIdx7wh4XIOwc4xAJHyEkT7rPCksAYwbltFE9iVHAE/DccVbqNJ5qN4ropzC4ZSFcjQG7SLg5egREHFOauUfosacAJaxbiHGNGUAPTiERALBljy0crkD4lIFIEUOK01ZiGEUo9ABGLkeNKu4Ko2YjVrRC74KiMCzp6jlBvXpYD1jZ2I4ReA3GEcLdsLDDwITHpEKQeKt6xzgtDkRA7yLmGbjhQvCnQsvlEBBPHhMLqRkAXCRjCKh4OCulB8UzzBAvvhp5RtSCEEMIg67GiDezx20EtiRKlxxi0tYpEuZkmNoSsIOkGDul/gxJMOh0XaiAEgXhsqY0qTKuQkrOQkGF0T0f9iwHiI8SemIFPhsC0IqPkYvnbnCcSZRUyd9kRVa80a+5eKStx9163h2oShEZUeDzlIxcLdx/SEKKhkkgfQ9eV8B9vr8UNWhpL3XlKsxc77OFzT+F3AdwbpuQRBL2XPpToxHMWKL2zKP6u6y3mZEzk1jiRB0fmHst5F2vD+YdrvsipgclBzyA8zhpXzXEoMydoJ86VQZQ8rSvEej1KNwAqggrUmGCevmlnTNqz1OrxCwoJFVqBNCfGrpgQ3KqECIdEy7evJ4KhF4RU3lsGAiqXEBTwnEFoQbOhWdVrtXAqkVRvNYgoEK27HuUvXNW4NbrHIuR065v7Y82oUMRzluYN1B7AOXRhFMse4nNNJLrTz8VwWDHqPUkrwmkqhjPUccNmY18iUUptyEKTPW4qsKk68DGN99VCvRf1296r6xhgEv4lL2vVR/0+VJqQ4AaAWxpydkY0iEiVKnlSvy63qcw53N0gnqp1bjREhYWw8T5HFLzu22tJWG0Y1zGo0CurcGBIedpMRxTHocWuaBtVRj3EiXl4JLauu3UsYFVeH8bOpBD1u5QgCwfhRog2kK6iSMZZEJqty8hejeRcAHgkil9RrnPOie2bjtvgQnHUFLrZQMX6muQ5IHeM7ZjqMYysqB0mKVNnReZwMeUDpfL+lYFX0NYKscAo7qGTRsUyWjXj/YFkDFR4729r025WvqY9mGzji1iSJ/mzlZpKYEJx6XMG4ExuHq9McS4QpD3Qq53OTQyZyVo+vdWFsbvBYFgVYjofwEAzPyvE9H/FsB/BFnO/zIzT7+Xz34wBrwFZc6vIMPDYVwcjoEwHD0eX+3w5DHj3fc/g+8XeB8gOV4dYnA5jGCZOyzBYV66vOCZCZ0XEYYIePruSzx6do0/83d+AT88XOLdOGbyPvXeHWhB4B6dj5hnn/Pfhkg4HkcQSarDvl+w2R7x1Q74dHH4Ic04ssdpcUbocQgslmCFgZ24VmxmRFyA8LgTMWdiEeiU3dcqCC7dPwBAUogdRAEUdvqywZXYsfLyj31AiITx6DGjMLMTEzwkaLcQrbkzxaNH8RCqUuNQ4IeqiGlpvVv6GVCg/kpwp3dZKLjdmBemzDS/FtqleeYBB8cxQ/VFcOV8jfUKCAzwXKBiFAHKIjZUqVDrt+2jKkABnGOnlVyQct3lSTWMjTEkQ0BOxYcioJQ48UTCx+rhV5Iezp54wAq2pU9rRoEWHtnCrgkrSm6j1FhIn3qwmeu5WxX+U90DgCOEhNOSvq2R2ul3raLUKq82JEDXSoZVm3pssco1sO5B/LxSpzzUf+viRWuIaL3QWviO71z1nhVyQE195YCcjUDrVy//PcjQ/Ix2fEsoSxH1HO7unwq0OYNG+tnOV6WE5meU+Ws97oXEtS62Tl3vreLejqvuMXqNbetZ/VSULZh7CeUXGX99UgnCiM37AJR39Uyp+py+FcLC9aJjp7+3xdl/aW9UJbZto323W/TMXfwItp0qgOs9a0XHsGXTd83eosqLjpd6KO+CuLdtXLumNQTYftgwj3Y/0zas9ans9dqv0o67vNFtsUYAwHrQy3r9okSNtu35jP0CGk+9f5efawSMX7RkRdJkBahI9ujce88o8xwh6DOiktavna+1UmL/AVD5qZ9Z73LV3jTQ6k1ur9P9QNto77Nripo9TMcxxFoZ1zpVZnAoMoqjZKAizqEB+jvS7yFB5QElF6zba9NjVn004xdX0AC2EMq7pca21rNvn+HvWC+EL5ZqszC/lKJykco8Op7ybx1twxBjtIZlDlr/761u/AeqMH5PsgmAmf+S+f1fN7//FQB/5Xf9gXeUB2PAW1ZuELFPJx5Fwuvffop/7P0Rv/Jf+Vvg4LBMHd58+hing3AIUNoQ+0Hg+0TAMnvs0/ddF/H82TUuH93i8VdeYrg44i/+T/8d3L64wmcfPcf+ZovTccRHnzzFJy+2+OsneVmW4PCrv/MYBzB+eRcwLR6/9b13snHgnacH7LYn/Mof/x18+7vv4++/WfAKM3wkPOEengkTBVyxxzM4fIqIAwUhB2TCY/a4pYA3NOPrlx3ee3aD3/jBYywMjHAl/j4plleQVIKfIOBdeFxSYYAnEpIlZZglAoaUanEJDp0Xi/puK4a5/dFjmDwC+xQywAjkEZhzfP8mZVIgAI9ZVLOL5Cu5hXg4d+yyIUeyA0gowASJh1aPqBK6WQ8roGgHCW2wxG0LEqcBxcwtcMty/wwW4jsCDrEcMiMBX+mjxPWzT5bfknpPYXSVMusZo2dcRMqkZh7AMRIOp0RgScCTBCH7bKGsZAzpmQqD7JlSWAflUI2YDCsbkrHQWNucBpFJSDQd8LiPOIUahjpFyp56VeQWLgL/MUpbL1na8Dp51TYkh3CfhM+Fa9I7S5ym3jVVbhSiHSBhLltS9t5aYPckRqg5xfYuyXsxJlSGIjkA4apwpNwBlLz/wntw1TEo6PhTap8UDc1QRYRQyO7OSSzLGNWflewWEwSJM6S1Xa1d1IaAY1Ku9XlaNC0lUhvWiAltaICWtl36Vw+LXFDiRMrXtISG2s/SHqvMUkK3iAgVYRQJFENAqyRapEBJKVqU7phGRcdH0RszLNpC/lnDmTdrJ7DE0cr9RdjNwiLr/AIjlXYGljadUNIF2iLCM6c2F74GFaq1WKNWRP0+KArBChMFRlsMb/q57hXBfK/t17lhiOYWzTU2rn2NtC1/ZtqhSCRtp73uLpldx85yBKgQr6kJ5e+SRs/WS6aNi3lIR3V7NR7fUyEWtORycozfDWG3MPW8XnwJC1ClWwzBnOHG+vmax7FFCrTjRM3vNg2kso/bkJu5SgN4bnxYg1Fr+yoFMdXbTto5N0PRns4VKIVccz4n7lPKVdG14SltscZw/V7HsV2najhq2yzri9AhCnO7OcNcOn/Ox6lOISfrMhmSqTSWoJ7ehDogTe0nCIE15UaZ9EOQWHrddwCAvDxnzQBgs1aEdKYODHgHeDN6gaXeKckNGX0USz1afGqrJeO7njzmHB4o52gVm586ru+poj03fawIAnVe4CIW8oiQvirPReHeKPwFWpeGvUxRwhkteWgeDxgDDuv6T+88KwcVVXuF1lX6X9aC/iz7gb5jeh1Vz7a8AmXshd/IIp16x9glUkGZm4KQEblD2rqPJWTuAshzouUfIYT+9638XiMDfj/LgzHgLSwlXpVxA8b3P93i7/4Hfwpf/4Uf4Ct/5HfgPGPajxi3JyxTh3kaME8dlrmDcxHzJPB25yKGQbIRMAOvf/QU3bBgOg64fX2B2zc7HPZbnE49xmHB8ydH/MpnO7zz6IB3nr3BZzfvIgTCfvJwc/K+e0bvIl683uLF6y2m+Sl+dPKAX7IwKEoEsGGPCzgMBDAzTsRwzJhJcohLOsKI37jx+OT2Cd6w5gAvsdFSZ1EOlFzwEAkDicA1QBABfRcQUo7VEAkhOswzIfaEsRdEBRHjYrtgiYSPZiHAGwFwFDWgJ+CWgZepBZqGkECZ+X2EQIA5fRbAhvFV2q1EXJSUYzVqdBAv5gxRno8UBe6G2kNHIHh2KX68KGSapowZVfrEwMDt4sTL7ljSxJgDWNntdQ4dGFNK47P1LHGAbBRPKl6hQxImcmYCknt6L7nQFwaGoEgJzgKb5mvMirf+wTKnDOCkRFVG6KoYu9PBCxQFxwowDuqdIGwgh+1xdjnVn0Lzddy0CQrR0xjgGaLc9KiZ5dn8axUY9VowgJsgczZFvwphzQJJqveYVlUXZO4fEWHPggpRhVRJ+2olG1nRZSqpHHWeXXV/gYxruIBmtYioPeTaZ6vc2vfuLqHbsvK3xQrrJXyh9ry3d1JWaE0mC/N9bz6fgYSoKJB6VcC0lP2Iqs90fACcjUcxHPDq9XeHMiAx+RdFfoolzd7WFYTUzI1nrRm4NttAB+VNKP3QrAZAPX+WoNCZn7atth/FyHGOZFChNN+rQibXXvzyTp0/p+5aPeMtjJ3RoCWoXHPGs2AE6665R8fwrtIy39dtLKXEX58/26b80tAC9fdZsrjyHMq/t/3LSj5r/VYxqPeituiVa95yRSi0xV6bSc/MPe1dax7xNYOOGhg0vzubz8/bwFmRusvTf583vjU66J6rbdBntAqVXVPU1HdfUSLXlofBPs8+0173eZwG1XNSVaFaA6VuR4WkNn9vPfG6Zh3gmeFjCz+vn7NW7iJJtMnnStpezgYC/aklgDKhIUhCRbY+YmBK8PUE84caTUs7NQxQUYzH2cGBMfQE59I4MJKsC/QspsfW212MfCYWn+Vz4bFgOK6vbe/XNZMRdCS8IrqH23HX8bPrw36ue9zamrfvso6LSoCq3K+9NzovnM6cyeyNawZwT4w1Toi3vTwYAx7Kl7JECMngPwzAd/7fP4//ITG+9ef/f+i2E8Kxx+Z6i7h0mI89TvsNTrcjmAmn4yAhAgnKz0yIweHjH7wHAJinDof9Fm9udjgcB4TgcHV5wLOnR3zj6x9nfoIPP36M0+sRrxc9YoHHADY98KPbDtfM+A2/R/RCwNexpATsmTDC4TkJdH9wQFyAI0LaJIVp/4ZmzIj4T7rX6Nnha3GLjl1W+IMyNEEhcuKtDRDvfGTKcCfvGWMfcJzkQJoXjxCA/eyxQ8DQidDjHXB1MeE0eYTZ4bED3r+aMPYBXRfhfcSPPt3hs1PxCCL9FO+ly1ZVAKAEY59QCPBOEEUNTNl4sEkGBNmgCUcGblHQA0VApxx75kDZU60zYFO3bdIJtgRhlD8w4zEIWxcx9IKSCEFOH/WSMIQrIDLhuDh0jrHpIo7BZ7IfhVlHkoNun4ZgS+Ld3njhZBj7gP3RYwouIRJEKeupPujUqyKjmDzJSVg/QOL9lyDEko6EEwAwMGs6FwQZMASFKQWXk0PydiFcdBEDAW9mSiEUZc40BlPjcomk7RMYl2nslehRyZ8IhVzR9s0nwfdW55CBJ0zYGkIeR2KZP7B6SgknRCwgEDs8csDjPiCcRFVWw4lVmLU29Upzio2X+kQ41GYpnN0qhhsgr9OQ1Ar1yrfKsKwzqc0qe+VNqNQl6WP6y8amR8R8v5JCqtKoGQZcEneUjFONBlaJtX8r6qMjxk0gQ9KZhPXUNvtcG+qiz7VGAzuGeV6himudhcByfbg8RkXl0bkjiLFiZkHNdARcDRGcCOFuFoeZYRBEpZS5LiOshkQNH9DxqvkMzhEZeo9tL/K6KfOhz21n1nq5VFDXd5JQjBkK6S1Ee6lOo92vMXAD5wYBoN4zVAi2a7BA5JXVvB2/QuiV69R2ogjZGsZW31vfo22w7S3t1jVilEwAo+czGLRte7s/tsRyrVHEPndNkVhLmYeV6zQ8Sz+2cfstZFuhx21pP7LKcGbFJ141bKzV1SrX2gc7ztqecySBXn++N6tBe63++8gdS0o/o2zl55aMNyU7RLom1ajp9LQfa4aAtfNMERktl4I1PstPzob2tZJJKgkgEqK/JZ57mW2xxgW9X1GXlZILIVLm1C7ighJSQ4C2XX/2kIPaQ2L5LzYBIRD87DJZZmucYxZjgF67BMLN7OBJ5KxNH+G7mJU7l4wGPnHQcIbRl3fQhjpZMlBF/bU8AaUfhadEx6X8ZMwGfabvzDkxaLMvmnrO94Nynkgb5O/eFRSPTy3NRKxmQU0s8rEaOFw6A2w2g86kU64Nj29xYYDj29vDB2PAz0iJAP7W//cX8Ppf/W/jT/7Zv4fHX3mJGOT19v2C7aNbbB/d4iv/2PfhXMTx9QWmw4D99QWmw4h56jJiYNxMkplgnHBzs8PpNMghFBxOxxEheMxTj3ef3eJyN2FJz+FYLGu/uJkRmfBHlx6UYvX/4YsNPkHAH+oJmz5g6AWe7xzju58NCMS4wYJAjFMSdSMYPTo4EG4owFGsFIsZDh0ULmshzcge8sNCYBZ+g1dHj1MUAhsVDk6LAw5dMgZIblpm4BuOcNlLO7ouwrmIEBweXcz4k9RnRtnvTYIA0DZNKIR1EzinKRROgZT+MH3fQwwYQFJ+WTx6pySQj1wi6lRIU/j1gBqmrQqseseVbGrnFEMhh8ObWfrXOcbQJ7UnyQ+RJT8wQUIrgKJMu3Sw+3QvJ8VeDxxlAVb4nRD3iOA3JrI/JXfyJF7SBcDraBW9cuB0aXwKFFvqnJJADSrKxkDGw9kIcpakR5mllZTo+WbBHB2OS4EhqidbBYFLx3CBMDBh44rHQAngsjJivEIMIfbS3x8nAiPtxzEW5VoJ5AjIqS81jeIREmrw+lT8nmzGQ4v2PcPHjQEpG60I0LR9lhCPIUqzxAqK4UhTY1Jasxlib+q0yhOgsPCiXFKqrzNGB6B4rDVEQdrKiZJTalMjl+VJsP0vRgx5D1rStsDy2WUyxmnoiV5jx4kh72wZx5qjQ9EUFlGhPAT2/VPEgEUnlFqLsq3fecj7sXW6D93Nt9+2W4vySmiJ5p+tq1KUUfZKu5cqYsuOpN1b7LuofQhGwdT9Se+xKa9UqVMmflWKrexVvLGFrd8qfLruXb62KHhaTR6nXO+aBz5dg/pdsnwCqgjIs6UGixTSsiY6rl0nn5e5thkAzu9fqbQptr9t3DEDBWZNRWmz8O/Pq9eGP7QK9ecV7bcqcQsjK6eKcOi8iYk3irGsk/NnWAUMK7+TaWf7va4A+3XU+C+sz6F9Xh7r1F4L49a6W0OEGgqrMAM+97aX9VoQCnnvMQpzaYfZQ9pnsjg0TpOH11RwzXwxEw4neet9ItcdHMMHzh57SzAIIMefZ4MU1QgAANAMDz4ppB1zJrYcguzBn50cto5zWIOuXUI9LvpclRdsf4EiOxDVKRY3XjIJbMZojE+cZVIxXCRZJ/WJAZwbdExbdNzMSBavvBocy9wpqafOu2bcKnO4bvLU/q2lZbVryIbt5JSalJAITt5xImA/O+xDQvuRGB+ljyKzbVh4iAA9Y+VadUgFprwx/kzxBjwgAx7K21C+MxE+/vX38dWvfYx+nNGNU7bcdsMM1wdcfPASbpzRfXLC4bMr7K8vgMQrcDoNiMHBp3j6YZyxDSd0PuLNzQ6AvCwhOnAkXF4csN2eEBNMnJlwmgacpg677QmdD+iSMi1pDN9FOHR49/EB4yi+VSV52X22wYY9ThSy98pBkQQOPSTxV4CEE3RM8HAI6mGggIEdtknAdSjxTwunFHWzwz4K+/0mitC+9bKRT8GhCwxmgcdHJux6RucTjJ4JiA4hEPo+4p0nR/k8ED7+dJsVC/XKWZIqBhCIM2eAGisAZBI/ZedWjoITOF1bFBDrvdSsAYoECPbQTL+oILHxKmAzDsHhmLwAcl7KjT5BlMElRm2NwAhJwe8dEuxVFYCyiarlXuF5FEssp2M1CJQxUCVN4eoWitwRMiLBktwxitfBHtLq2bIeWCsslzh96X/fM3yMmIMFs5dOOwIGHxHYgWLxMvYJ5tp68HQOrNIBCEpDjQhB5yuN7xopoSqbAcIpcQBjA4XRl/SRtqzBrvVz5QVQgw/SWlVCpdk8u/Yqc/oLlTHAtjf3H6pQUfUZofZIa1aEooyWNW7DCtRDf96fWg0osdJFOFeEyZCUEQdR+PVzW7N9rg1TaEurkLimnYRiDGkVf52DtjiIRwcAJpPlZe16a3ixSnr2IKUvrOC61n5tu2s+A+owAF2X2hafFnarPLfPKqiLWrEtmcKtilX6Q7De9Pq7L1LW+AXs51apBYrh1PHKu9R8pkYz+7l6+tpn6lq0fVSBXue6bncR1PXvVmm3f7dxvAq3L8aLYsC9b/TsE1pF51yxPS9riA3r3dS/22euoQm+6BzfVc5X1Hqx8P/7xnutTa0ib0M/9O9725jnp76wns+769H3unqP7ftFsp+HCDl3G6MKJyP9EguDfoyCmvReQiRDPG9bNlJQGSvXDIZFPbRZENQYcIIYb72L2QO71lWXCBDbfhLK+lGuo8BUhT10XriQbCHiai9VZ0X+HueGo5bQsG2nDSWx78saWaCmFmwzDNj+5r7gfN2tjZFFabSpIsVJVbLPtBUqX9ICymGCeqa2IX2WsHKlqreq/F4RCP5BKQ/GgJ+hIuz7hL/8//rP4f2/8UfxL/53/gOMF0eE2WPbL+g2E26+9w7mw4BPvvcevvObP4d/+++/jz+yjXj/+R7/3vcvcU0LnnCHXx6BP/GHfoj3P/gY/bDg//5X/wnsGfhgjPjKsz3eeX6Nq6sbDOOMrhfFPiwe8yzcBJvtCb4LcC7ixadP8Q++/QF+8Zuf4c88ey2ZDqLDdBKfFhHjP794/OLNiJf7S3QAnl5OeHEz4JOF8CaJ2+/C4waM3/IHPI0DnsDl/PUzOKdkU4H24yTOvssex0DwQWP4i8LeEXKGAUq/P7qYsD/1+PSmQ4wOfWR8+EaMIR9c5S0Wjy+P6MeA590Gu0CYmDK5n5K9SVsIW5bjaEnKHSCKr8a0dwSM6TBWorFMvINymDGKl3Nm8ThLaroirI6upN0D5OAcu4ir3Yz9qcNpchn2d5wdBh+x2wTgCExw2DoRGD47eWwd43IQYsfAhJHEAv/O1YSbQycW6CiH/QCBO2+9kBd1PmJ/FOKesYvwkeCCeMX3i3pmZd3q2dzDV4oIQyzrnRP4ocZSn8A4pnHSVGCaOkfj77e+zCtwLswFJnx602XYnjUaEICxE7jhdlxAtz3c4qr8yLJ+SnqkNSIqPfhz6jVmSdNoBKtDkBi+EgeuvBhcKR6SQo4kT3rdlezNp/Q9UkpL9WznPkOyg4h3Va6V9IUiqO1IUklOMMIE1INeSOQUvm7DUoBiyFCj1pyMGjquR9N2XedrSukVCAHy7gMaE18LS1k4RFEidT40XZKjwp2xBeEYgRepzx7FSKHjpDlCinddyT5L6sNzpbr0EWncPDjzEJAZJ0bhMiAAHRPiIs/UTCiDK17zziwmhdqr13ZIyqymU9W9QQ2TOsa6B7XFIiB0zWuaQkZBLqhnC+nvAi89Fw4drRs95BnFsyzkmrIH2XXWrgXL5m2RKAWBQ8kAyBUpFpvrtD67Ryr0PjIhkIHIUlFo+3TjFNNcICEW2CIhNC2oNbqVeW896ZZ8T9//FnauSgGADNWdgh0Vyt8p3L6kO6tJVpf0xhTizGIw1bFplWG7h+n3ACrSU72u9Ot8LbQweVuWQJUiU/WOkEMoWri+fY72IUOh8/eUyYOLYaZcoz/LuihPWDMicXOdNSgoR4tN3+aafrchGuce6LImgPVx7poxtEp652qFUM91LZ4Y4xAxzSQoyFROKQzQJ6+xpFq0SjCdoQWAgiiwxoZlEYfJFFxGCAw9Y4CcoVNwOC2EbRcTGhFimLDkhSR1RpaY/6cXC/Ynj/1Muc+OkB1cbVYJImAKDsuBMPSCOFXDgCIEIhNOkzOEp4wuyTvt3EfWuH95v1sjh0Vm+PxO6+c1YjOTWaM2PtjwGWoMQdU+iPQ+c0tamWSXtAbmQHiZ5t5D077aNks2JnKSwluuo8zDNaW1/CyheUOQcxj8s4EQeDAGPJS3oigc+CUiwtHj+//wa3jy/DUev/tKFPDFYzn1mI8DwtyBiPEUDhfbCcOwIIBx4xa8xAQ67bD5zvu4ud1iHCZ8yAF7ioinDqePL3A49nh8tcNmlHAATWfYdwu6fkEIHt4H9MOCaRJR2HmJ46LIiJPDze02v3ydj7jczVgWgvfA5U6Au/62x2ViR73qGEMgzGGDp3C49IxPQsobDWToPOexMMJj/lvS70xJHFhYhFvvJSXixA5zcPnACCye7RtO8ctpI14WwhI8Oh+xGwIweRwym35hYldFYjECiSoU+Z8VbFEUEVsIahQgM9fJ65li1Vv26xK7Joe35t0VwcClcaIML2wZhC3MV+Owtb7IcgD1jjFEygYNnwiMXIo56zwjxHOIJKEoHQNcVh6VIE/JCFWgVhi+RwmPUIU8ezPzwSdzq2O7BkFsizcCm2VwX8vX7KjkIte+yFMphyEQ1r2AkQVVoYJwJlRM8yAZF7TeQlKnz9G1rIaitjtrvvS7UhQxiYGlM+MFFINDCzW3afNsO+5S/kqb9H77PlJS8Ms1bSsJxVOhyqnWY4uFjq911QpPZ8prU5++Y2sjpuSFKjzV9RhlqqnLole0L9rmBYxTUv4yxL8xAGgfP6+stdkiFGyddn9s69f2lXAPEYpbCGs7963St5b2qoWaK9rIPldfmzoWWeu8y7Nc6l2D+95VXHo+N58pOZe04zzd5NlapYIwsOdNe/0aBP6uNltl2ZZ2mdsY9Lvap95Cbq6x+5C0o52v+v25q6z1yraT7rhujaTuLuK6ai/iYri5r9g86Xd55nUJtoaGgiQ5v64latO1ssY1YNu/VqdtR2sEKGPPZ2eZN+cxULzzQH0dA4iJvM/OiSLENJyAjZe9JuGVP0IyXDkwKBksfNokdA0pp1DVb9ZzjlbXc2DCEglTkH6OXSI3dtrPu8e0fU5GRyTonXf1OFoDQpsdoUU3AufGvLYdFiGw9n17b6vs16SCrVGuPHuNz8E6H0KkjJZQFJcYCvjsvdV7BshZVp9/cv9hcRlxpLd3vh6Lt7G8zRkTHowBP4NlBuMzBPwbf/0P4R+/CvgX/rv/HsLUYeItpv2IZeowbE745rd+gH/xvc/gfEQMDr/8vafAMuL/OXyI/9R/hn97AvrvC0R/038KB8KvgTCwQ//G48n1AMKAD90eExZEMP7k8hy/hB7PhoDNGPH48ghAvOin04AXnz3GdnvC/naDv/Nbz7NH5ZeeH/Ho8oBpktMlRocnV0e89/wGyyJIgv1hgPOMPzZO2Zp9852nmCCogC0Il16IwwIkE4CHENvllC9RPPifIuAAAMHjKYCdB26OPqdYIYjnbUrpZW4Q0IHQ+Yh58djPHt2+x7I4PH10wnDo8d3XnaQdBOGIhNSgEtrgWYTKJ9yhgyi0PSSO9BQJtxE5+4AWuzWJsFxg1AHAKzB8BJ6SQNh7p4IMZa+4buK3hw7bMWDsA4AupRaSg+Tm2OVsAuphezyIfz5EQu/Fgq6H6P7Yoe8Yl9uAXYwIAZgTzJkZGPuA7UZ8fqfZ49VtjykK+Z+HxCmqILUF4ZqB62ykAR77InypYDY4wFHEBYrlXYkJNRavcxJeoR4OZc+VgxGJr4AR2CX0gHzWe8YchGdhSON1WAhL9AiRcvyjzAnjUScW9DlKu7xjTDNBCcMGHzEOEcuS0iwFed6SYlUjURYcN54RFkpGowKhF4OIxrxzjr/X1TChKB5WSW0VR113OU6ezDWJbGpMY72weLFtSIpdjzofVolvlcIZhcVe22bRMIoeUEi+zrlVqFUR3SRxTOGMwLliYUMt1DCmikLgwswvntJmbLLiL2NyBOdUnu11amwUgkeL2qn5FOydagRshX8Nx2DIPuFBuErfKtOzogNEmC5FjTQTF++PPjsLu6YVdo0oV0FBHZX2aGEUlIFPE55p0dh8Dv2uFXJrobElWlOWfU/isZ6gmTSM0mz6osSDa/HqluTLlnbfBIq3D1DvmuyRHRWPm9Yl+5OUTUMc1z5f+7GA8sMikIlSrYe4jImuutI2LRmlRoW0co0XwOaj1zpaKLI3bdc+9om3wBtjZSHTE4WEkELXjAI5mOvb9qyJ0Jb4Tfv/ecI2ox7ntasLuVu9HopXtu5XNnZQaZeSx9l2tTHb2v/SZzmzZgacMfq24WJtuy3hn1avLPWa5m4NXg+UdmZYvKl58BHeAyEgQ/fbWH4iedb+pOuIq34LGjIiRMG02HSEFOuwgeNMxUGS6tr1kj1KjQLiVEn9Tob0N5PsppoWc14KEWIEYb84vIyaYYnwfvR5/3Yk61VDNV2O+S/9a4tDIueMQN8lVEB08lmQZ+p4BxAOSwndU+6ZTGRMvDq/1fPM3K2RdGqpQ6bW268x/61RRvkBdH/S9TRHQTZROrd6z7jiwt2gMl3riOkIuPKCpnoTRXpS/pwZjI+CyKeXVOSmDuvv41tT+AEZ8FDe0hLA+PBNj7/97/8Z/MIvfQ/v//yP4Psl/5uPg8CygkMIDn/8Fz7BN2+2+OOffZBJYz6ZHW4hG8EC4BUteEML3rgZPRMGePyh5REGOFyxxyYpLx+8e4uryz1cSksXgsfFxQHj5gQixjJ3uOgiXs8O12C8eDMgKqzdR4zDnKFd+u80e9DC4DjgyeM9LnZHPOqeYFooKyD7BDsbADxyKVtBIsJTOCUz8DTB0QfIhvpi77NyKmRq4rGLzNljFwB88mbA6BmPtqJWHE4dfvhqxCEQFoQq3lnhuqqALCSc7hPHDM32RsT1AB6JvTgL7lZoP6QrNZuAKo3qwfckh0HrCWcGplkUUu+L196OyRJM7uDkuV6SN0Gh8QCywaFzjBAgh2s6pLdDiX5nBk4JfdL5iMFHOCJoOJ8cuEVp65ly2r4JjNfBZWVxk0iOJG+vS5C9Ipy2h7UepksoY1srjprOrd74nQMG44FpyZ/Ue9CRQB9DJHRKEsgqtCSlMxIwOZySEUA9DZpX3n+OYByyOmf/L+sqKxEoiqWuNQ0P0O+R703jwwSQ8gEATEJ8tAB5PcHc3yqW9qdF3Gj79HsVLIBiROjMdXchFmz9th02rSFQk//p+3KI8vZYwesEUco1W0EhQywpSrMyTZwJHW1mBs9C/Kn90j6wuU6Lvtfa7zb2vO2bJWfU+VSlew0Sa+cnwsC+m2cpakafF5rvc5/TTzu3Vpi1hFnCyJ2uowaVAVVIqVEC6/6qIm6L9vuuovesCeX5HUXBIuh6az2xQA3p1Xs7Kspi9d6b5xfvr30fTF1chHhX3adjSEUB57ruPA56XTIE2NhmUZSL10+VOQ1vQ6QMbVZuE/seDGl/0v5ZL65VPly1NxZ0h4Xtn++edWHUBqBz9nQ++12NEHau9DntPm7h+Ods6+Z+VRzTh6ps2co+jy1d26AcDHZcbdvP0uzdoxjW4QRrV6TvHNCZt9bOWZSNu74+PS0mwtoWDaGpB/UzZk6GANM24kopUplJ+l36r+eYzWJQ9ivCvFAOeTnfA4qC2hHjksrfX4SkMvcH5+do9tITMpli5wWzoyiFaN5hr/21MkT6eZfRqebUsHecl3YNr13domHW0DEaGqKGAIY1YBH2KTwgcArZvMOTX8KTpI4Bso+rXKlG8QWMAxMGBgbX9uDtK4wHY8BDeYvLDxHwV779FP9NYjz7ygvsntzCdQuGiyOm/Shx/qcebunwrV/6HQBCNggAHB1+5ztfw4uXVyBiHI49vv9ii+8Hj+8R44I77NjhK+TxqIv46vM9Pnq5xWcnh/fee4nHT65xOg1Y5g6n44jd5R7jZsIyd+imBZs+4npxuEHAi6nDEgc8u5zgPGMYFsTosCwukRZSZo4N0eEdH3BxdYurTcDhtsMNi2XzFuJp3jjg+W5B5yVNXoyEaSZ0SXLYUVFSbgPhwMAWIsQVyLp49iPUu8r4KBDeZcJXnk14fTPi5ujx3RBxJPHuDVw2/kBSTyQRqZakdpzIiYCExNCtgjQkzr2j4s3npFgGFsUbEKRDSEqtsr+qN3TwMefzzfC+5JneB8J2IWDQGDNGCBLTrznPGcA2aeynQJhTTlplW9+ikAfN0SHG4rm7HJZ80DAD0+QxDAEdUirDBTke1B6QnoAuiqJ4SvwB18lb6tPYDwBOUVjvj2AMTPBcQ441nlDGUp6gyrlC46LCHCFCiCo4gKRU1H4BReAGCg+BPmccAkJ06NO6CkkBzUpwmoPbZGTpSZ6nHBWUNJVMTmmKxqprhgUtnL9TSDmn1HCSpi+AsyGgZDQvdRbFvVUMC49Gm0vewsVbpXYt5ryNn1dlm9Ro1TxXY+7XisDo9fdyTeEpoGxw8OZ3Z95Dh4K22aTx7FAEuCWtN7bxr0jeJfOZh/Bl2IwQdkwYFrEjRgKFYAZw1f5WKOxRECDyrHOPvTUIaCy7kkQtKAc9N/eOZNYNF6OmPrsV73R+CLXAmkMsWIxHa9BSoHg/a+hsQQGtjYFrGmPrVq4AvcfGu6/B1+1z7TNahVsVGm2rcniswvIZKPgR+X8d1n++PvSeVmFdMwS0z5TvqbrWspgrjFqVG++EoFVDtpRh/D5FwyqX6inVOtX4Epiz8iHGhroPZ21f+ZthPPQ493zeV9r+A3ZttaiUumT+hZg8pSsTXK1Fqj34qmzpOQWUsa3DWPjMcGcrjs3vlhDvvqJhdyESbK54ymvNGDJsZc0c6/7cGqTE4ERnZINlPBhzoMrA5ykh8FwxLNjrxfMu6LsYa+OaEtLp72pEt8YiO/ba5pZks6yJ8/AlbSuxcCd0gdFt5a1UpIMNv3OUjKZs1mquX4x/NkuAncsSXsBn+5ItugfYZ67N/dr+Y98Vrcca6NV4PYfEv0MJucJlvNoQE5fmhyEcU6Wdsk8fuXBTEQgdf7F39cte+IvE431Jy4Mx4KEAAP7mb76L73z/z+G/9z/5d/Homy+x7EcAQPdmwTJ1iMFhWTyYCdPUw7mIrgt476uf4Pm7LxCCx7J4fO3NBf7xU4/TNODR1QuE6PAf/r0P8OnscPx4hz/8tWv82a99DN8F3Ly5wG98+2v48PWIX+MZz/hrklYPsnlNYCGPI+BTRFwvhJtXIwYHjJ9t0XmBoHWdWHa/8s4tADEGHI4DPv7oOS63oqYebjp0IAwEPBkiLjcLLncT+i5gHGecTj32hwG72WOaHT4+dHAAHg1RjAFg3KYDQgXwDiItLkBKCyjW01MEvvfJDjfpvgUiLAYw9ogIIOwpilGBGEo+pmVOSlvHDkcAN8YyPwURXjZB4IgHcH52DzlAhiS0KZFYBHCZ0jRmllmrkCUBYAdRdK9v+ywQLEG8TwyBHS8AYC3MDnhsLMx6KB8Tj0NgCW9w6TljFzEOISnmjL4LcCQkRafJ4/bQYSaHJVCVvkqLxsmrQSYCODKhXyhB5VKfwLiNhVRumwSK3sUM61fCodEZDxGQsiEU63gIcr0SMc3J6KICypzmpHfA6EMOk1CBcLcJIGLsjx2WKLBDHT/NIvA6EsAEHxPpIUle+Q5R0AMoRGqaw55QFFeFqdfeU8IJjFtETChGK1Em69CAVnlTVIAqcgGcyTgBVymXCt92+d856741Csywnrx6kuu6SpYChbtbuDgD1XMsIoIAbFJ9s9lTbHhDl+YaLP2yBqYzTg6mQrioUGkVPEl6oSFNgCB4lOPjlMdOihpoXPqdQHl+LG+CcmboZ/p+W4UdjCzg5RjXNAhz7r8SRVIem51Rom3qSmsIYvOZ/rRIgoFq6HJHjKVR6qH3UfHoWRSRKq4LW5FZSjYc6PMUMt3sXXmO9HlGeb2L6d6WVnhWhdbuP1mo59Iuq2gqeVfLy2LbpZDiu0joAhtUBc494NoOHScy17pUt2aRyfXjHBp+xuBP9XVr0GQtPitzUtFduedbEkJrWKmejWJoaZ+tEPhWoSzjaZWf1NY7lKhcJ+p5s5wBlaE4LXgbLtAeR4oEsMRvFo2x+vzVM+3ceKXzvzAyIlK97Z3nPCfC/F8eVhmA0nptkYCC3msM2027mMW4vjDA7HLIQamH89+RJSd9xV9DZZ/kiJxRSttmxyenCAyEjWf0fn2cioJfPlub77V1pte21wWWjE84dGLQj2V36dPLqAgHbWtonm9JKW079V6gpJB0dJ6AU9evNTJk0stQ9mwlBLVGHwCIUZ0LZR/zJASsuoc5qJGq7EPMZS3pO20RZkIULEaDDQhb43noIGGK21Rv79YNpW9Xecgm8FB+BspHCHhxcLj57BEu33sNP87oxhn9OCdkQIALEpsfFp8txeNmArmIMHcIwaHvl5QNgLC7OGCZO1z6r2JhwuMx4J3nr/HuVz/FJz98Bzdvdvj+qxG/zQG/1r/CUx6x4y4pLIQrluXJYEwURZmExxxlUx4ioSPCGBmbntB1Udo1AyF4zEuHYQi44Bn+RgDIPQHbIWAzLHDJ+y0ekoiui3Ce0XcOYd8laz9nReNIcoBeJOZ/q/RolgIPEcJfBUlRqDHBKmQzcYpRrk+rSOK1AQQx4IwAot5Pgno2RambUEIWrEFAvXSE80O1tQSr9Z1IUAMRlFMLAemwNG3JsGMqgoWGWej1qpDoYXRMfd0tBGYH54C+C+jM4eJcBJGvDhQ9ZDPDeBqFAIF1a3w7gzEzYQdnlEOqFFX1WmkcogqZFga75hWwwiZFMZoUhmDT/hxfKV8KE7Mctp0XQ8zcMXgWT4LtW0YlwCgvjSKySu4FqmD1lixRm3Y0YyV9S22vRKg6+4Aof1R9ngJp0nqUlp8pzKgV+PJZ+p1q1GqLJED1N1XfqUKpdaqHdS3VH9nr+dxIAPO3vS8lOa3GRo1PEWIQqODL+gsXgj8t3jzINddnRIvZMxiUySEJMNwPOn/yzZqCqHWfG3TKO6tvsKYM9KYOOz6o6mC03Ai2Hzbe3Za2XWSut9+rEuSI09jWd5f3Vv/mqp72WWftTPVZhfW+2F5bzgwaZu3qu6tEqdoO9bhr29v7vwjR3n2hQfZ+6z1u9zHAKAr3qMY1SmrdcLDmqc8pykgMEjqPaznQcz1kGfXt5+fcBACq8Ic1g8CdffpCV9XX/jhKzJqS2RLY2XG9b/zvatO5oqjvgHxjhXYN48vvGLg+v4wxwPazaqP5ok1jCEhsfXRibD9rb3p/VYZo50nlAYtk8Q6rdeknViH9ouW+kIu73jdr1JuCy/fr55qpRd8x/b0NX9M91NZrn9u+pw7nRrS1JirKx9bVIj0KB0wtK+k7CTZzTbKHag2Kgqz6wgVNoaG1igYczaV6xg4OJjPHjzFhX8bC9+/PX/byYAx4KLnMYPxr/49/Cr/0aMa/9H/+N9BdHUE+YtidcLodMZ8GxMUhLB1C+hmDAy8ezksWAABgJsTg8OrFYwDAn/uV38Sz917i5//0b+L2k0d48+lj/Oa3v45vf7rF3/F77LFgxx1OCJgoYiCHPincHQgdO3QpZvySBCq/6wP2s8chEMIMzMHj+OFj9C5iMwaxojrG86c32Iwew2dbALIZDl3EMAS8eL3FcXa4nR12XcTVdsEH771G1y/49mdflTipPmI7O1wkKJyFBk+IeAqPK8e4GuQ4+Ozk8ZoZP3IzRpa2jzBeRIgX8oJFHD+xw0IRexT4dEhKmCq3CzR2uQjoj0j4DC5AuGbx/rpkrUUQSHpPCc7FwIvJY6Ca0GeaKQsTHUmqnxgTiU+C+N8u5bgYCBghKIMuZR1QArzTIrH61wmKNhBwYGAPzjDnF5HhogPNDt/cAs8en3A49oiRsD/6DHVUfgJNbTMQ4cIzHlGJpX+1OEnBxpwPLU1FN66sbUqK1pvJZQ/LnLwAx2iIzwB0VCCPc1LmOjA4Hb7qkVpY1ufgo+Qv9ow3hw4Li7Hqqo+4GiUUhRwSPwJwQRHHxeEQimfzeSLrOcXiqZeUSYQ3UTz8NoZ9C4cehC3Uc0Ellp2Lx17r0o1eU/BZBIF66jX1oAMS8zllJXNO3u/IlDzdXEH+VWlU5VaVIhvDrMgSSzqo96khQcsCrhTiGZLCbUzrWr+yCpnGS87GUDA4YJu8JAx5H5DGQ9MqDQwgvWuKSLJGjRJlDnh2GTkRU/sfwWUFeSBZLzcM8z6XfjqI4VBTBHYJnaIomuuIRBoq9UVGDnE6onCA6JhJpolCaBdZSDiVuV7npAdlZAEgaQq1DkkTyRmNMUINI3K1jqUiEtQAY4VVGzcezLMZtdGsFRr1K82sYZVaUSIYXZo7nUMbNtWZumwOcEeW0I4rYjNbiheW83hrPedwX9MvLvtEK4DfBQW2KAIdm/K7PtN6EdfrUkPAGkrAGgYsxF+LrBnOXsaqXm1DLEKvtnnskic5G8I5Q8HnxAuzZqzRfgZTn7Zf48nLXN+tmFuSPTueFhWgz7J9hblnLVxEPemVwkqiJOWwiJVn2np0rmx8fFu4uqdcVK3nZn1khQ6ibGmKShcKFL8tkorvvBGCHOFKeY9MGTKuIXQW+bHxCm3ntK4KV4Bkhyr1W54CR4wpOEyhkOBqG8YuVh7tyIRxJZzAKqV2bOzvNl2vJcLUa9r50Dqtwq/XL4zEH8UZHbBEMfht+5BDK7cdg5lxnVIwFgK/81BBiwjQsQHjbB1zmjHdA7Nho5lGTR+q3BybrhCJdo4rx44aoraxIC/suClZ6MDinCDz+W2UM1DJefcQGWufwjF9kj09AVsfMXYRfZ9QpxPe2sLAAzLgofzslFcI+MF1j9/+j/4IHr/3CpdffQE/zHBHCQ2AB8JSFP6Q0AKe5TPfBfnOEbpOfNoXV3vsLvforw7AJ49w3G/wyesRP0TAS5owJyNAx5Q9VyBgRgRYIMkXcLgA4bKLcK5YcjtiPL9YMPYhx7l7L/Dzvg+SxjC6mn22C9iMMy42HZzr8CZxDXhXyGa+sl2E4T0p1pdEOHBJGeZAib29EXaRBG8uUGBlJFciN2+UqB4Ex06I3SD8AVpUyVVFiSCKhMDIy0GzCZqyUOrukiA8eAYWhzkJ6BMIfRDFcfQBgEOMLPHThIT20MM+HW6oPQsegiDoe8bYBzB7IR5MBFVatL8jCtmhjas9zB5v9oM8JwhngT2skcbVoRaSOieH39YRKBbofPGpIsOmtR/yvSADlPCnCASUvcxZtmHZGB0VD7PPBylVhH8BSWhomLS3ngvDc3RAlH4WEqRaiBw7LqERrN7axGCO2pMd09rT2HgV8FUxkJCMosT1OE91R0DziVXoKV+jnt3IxUOvJZp3oXyGLFiU9p57/tu29GaduGrNlLWkazE2d1slxHon7bGtQrzNF68kk32kTMjomjvV4HEXmaF62a33P8+tec8Bg6yBrFtvFAmNd+5RUnBqPGoROOnsOR4aN2wUnPQq9qzIGKrmoUV0KIeBnSeLMrHFrhmZj/qdb0NOoH+zmctmKC1K5y6F0IYMFKWtRtfo+/3jlFaZtGVN2cycCekxluhNVfqixN1fr/3dYj5aZf/HLWueYC127Ne81hYWr4Xo3DtvY7udA4jr/f+sXpS+ZIRPc3kbt2zvBdaNIq1iZcvaHJD57r6xFUOo7it3k7kWrpmVdW3OUmnvF6G+q9fdrAS0pv2zxCqhQzKmcPFcWw9522Kds8DnKQL1b/vduTJNOQNAe78do88jXNS26H352pWLtR9rBp21usv8ctU+bZcYAJq28Plaac9HMuuFud5H1953m8bUhsFoO9YMU2spLW1pDVHtXmlRHmoYuK99mg42cKlbnR825FBlOG/GQWUzIZB28LHd9d/O8mAMeCg/U+WHCPi//Jv/Jfzzv/AK/43/1V+Gu9mK558YHAnz1CHMHZbFY556xOjQ9Yt4PpMBgIjR9Qu8D9jsjui3E3jxOL7Z4eWnT/CbM/APujf4obtJKfYCHscRG3RwnCDItOACHXbs8Z4jPN8t2I4LTrPHh296bJNH/hd/7hNcXd1ICEPwmE4DhnHCME443G6xzF0Vn7rdzLi63GO3O+JwGHG9f4btELHbTsJ9MDP+8C9+jP1+g2//zhOMPuJiYLzee5w03hXJw0eykZ6SpXhwjG0gPOHyamm6MRtnvQcyaZnG9umXRxKytzcUsoJ/wQ47ODx28gyCGC8GH4HJYzBxhRd9xG4M2I0zrm8HHGeHT2fx3PNCGD2wGdI8Jcj+vHgcjl1m/1+iZAlYuHiYh3Ro7DZBYP5dxGn2mANh1wdQB7xZutQOxpbEcz0lb7fGfE8AXi+EmzSHKvi2MZOXKWZPD6wSawxc9QHd4nAbknJFnGFsSirmqbRdBGtC70QYOpTEBrkwiqJ2mfrQUYnTnIOMyT4jFoo13TmAQoSScl1txUwRImFKJJdLoEoAV4ONJ0FZTLPDFJOax0Whb5XuDsBFatec5qQj9SSIEhkYiJEwJkXwFkXpk7o0plw+UeU1H/rGsGJj7cncA3OPKpFqwNJ7tknAtwYNVZhsHQMKfN2nuTsPbZC6Ji4GnykCPZV4zapeI+BqUYFdvembLmIMHpEl4whBFHLtQ5dq1ZSORQAsRJPWGKCe7yFoOEuN+IkoqIeFCbskoE8JTjvSueCm9w9pDGczRr0r6m82eCQFQREsMysao3ANWI6FlixySPuaJY5S8lBVxgNkHlRYVzSQDWfRdgVG5k1Zg3szilA7R8oGspC8V+rFOiPeS58V9nwxCORxs2gsLkK3HV5V5CzE1nobIxdDqz6jIDNSCj4VkE2mltb7i3yP/G0F+zr2ndI4aFtrpEDM9RfkQB5DFIVaMw4AxUsIyJmh75FV/Fv2/lYxUeOw/XtJf/fJqnWfh78iJ2ssg6rEtLHtSojWFvtZy/dgiyp9rWJmmf4tIsA+u22H1KP3NeFOOo8Jdn1miObaiNwaDbTO8/YT9uY56ngILAuh9+dzBzTGK/PdEooS2s6Bp5IdSLlx9GcmyQ0llE4JjCvyumYccwgQlft0Dd2HAtF6HTjzJeg78Hl8Ad4gjBRh2I6Npm28G8FT0meSWSuOOHMs6B5bkFJ19gr9WdZKMXjelSJSUxwDJQbf7ieEeu0EdUKsvGvBoKjadpVxY+FASAOj+/pA4mRTZ4TjIlNpSICeB4c0xjG6VTLSt608GAMeys9cYTB+43tP8df/b/8svvbzP8Tj916CfITrIrwPiMEn0sAOy+xxOg75RXEuwncBm+0RXR9wOowIH3c43W6wTB2ePLvGf/WXXuC/8OoCn14/whQIUyQhuSPGv7sc8IKOcOgwQ5j4P46M402Hx0cPR4xHXcRujNiOC+apw/52h65fBK0QC7dB1y/YbCY8u1jywXKxO2J3sceydPAu4uvv3qLzEX0fcJo6nKYOj1zEsjg5HCEKnm4DmlYlwgFMWBYylnU5cLYosFy1ohKQmfcvICiILm34I3xWhN6ww5SgWdkYAIcLKoaAhcXTHKKIpjYtVIzA7dHjeHJFCEQREpZI2J/Er+yIMTkvCmQ+eBkXg0DjMLmMEHjUCSSs8xE+CQO9j9j1AZc7yRTw5uSxsAgVquw+MnH0U5TnqCyyJOjczMXLqXBghfkqjB8Qb6pLApEjGccOhCPXXlNA6uxJCBVvUxpBhdrZM8uy4ecxYgCRUs5tSYsYjx5HLn5wm6VhCcKHEJOgdpp8FrhUiDosysGt71gSyIkwJVLGy14IA5WoyAqiFh5e0B5JsNK+JwEnG04gSphl07+r2BhxVRat90OLKu4w36tHXyHk1qusgoRFC6iXW0MUdK0DlI03HaF6zsS14q1kgszAzJRh/0WAqoVsjaG0sNI5UGbfV1ymGgMs+Z6OgX2PfAotmFDaNScFq6eS1eDAwh/ik8KpfY9IRoCEPgIhC2ai6Msfj7VdRjnXd2JOUNYMs4cExKjSE1liXxcu46q1qGJaM+GXedcQD312hrSTQaxwgyigc0Fflc+CXqmfH1n2JLvG1BBwJsyzoh3kmSrcq8JiBV81fOgzBBWkz+b0nVFwoVweKjifczRYgVrDUs7g9kZgzCRquV/nip9FdVijqCJDYI14VMbu7ljo5AFNJKl6oVXW2zbadmsIgZ3H1stti2amaePP7yr3IRfO+3KODFhT/tfmMz+vmmPOcxCYzojzgIRyAHLmhM9rnxZV+sgM0hrSYllRKPQeiwbTtapGAMvzwSAsoSjblSEl/WxJGVsuAVW49RrnpEMVoWR6NzUzgEVMrPVNPdL6vis0Xsaq1r7vm/9i0DKfmf7ZOPy1e0Osvd56nyKw1CtuUVlq0LJjxVxQqGt91rTNbbHP1LbnTEVUG5lU7mq5J3R/t3Xa/TNwUtQbJdwacOyuasME7KjlM5aQCUztXqlINUuMOpizSFENMbztxoDzzE5vU3kwBjyU1RIBfGdhfPz/+QX8t1zE1fPXAMTj79KOEYPDMotBYJ56hCh/bzYTNtsjfBfR9TP2N1vc3vT49KNnePLsNa6evsEf+5O/jnka8OrFI8xTj+k0YHexBznG3/yb38I1Tejgsjf0mgJOTAiLx5YIz7cLNsOC7WbGNMuzN5sphS9ICEP0TogB+wUX21k+Z8JmM2EYZ1AKK3j29I30JXjMy4h5dthuOizBJ+8sgSimeGsImWE69BW2rbtrgJD5bVBiggHjwQmSim9DKUbNJa91JAzpb1oIJxD2SQ1RD+vOM7rkfVIkQuAi+OvBKZ59ifvfejnErZI0R8Lx5PKhkQ/AdCoQSWo8TgiBJUobLzYBu3HJRI3MhM5HbEZgM85yX8fAIgqQJ4k1vdqJl/zVzQBeHAzfYPZ+TywW6Z4kbj5APC0SA53aBxWWOCvAW8dwURjZrZebIQr9xjEGx7gJlBVPVST0WpuXXtd+SMeosnN3XggOubq3jD0DOUYyJhQAAhJpnsArT+lgV2FGlQj1snWOsdsE4AhEdiX+sRIBtK3ibZ1VnWMq7PONwuch6y0C2DNlQsFW0dGfDrUiZcdLPf6W6d5eYzkD9HtLIqdt0hh2gDPrPVdzkQQTI8AsTTsYRWnXe7vK3HIOL1VIfc4EEUvO9YkL34UaGhYzNoqCkH4xhtzW8kwVtMaEeOkICAvhmNpsY/6BwqFwkWqwudoJophdmNhqFSbnk8cEZbyn9D7K+6wGnT7tFSESPHMaQ8refe1LZ9piC0OT/hXkSSYyS2PEJFlNtDgkoTLXkUaGiie7hcgzrBe3fG/ZsYFieNDwF73GKgytsKz9ANr34n6hzrbJQoJt2Ex1zT3kWUqed19IghbLJ0Dms9YL2ioGd9dj4O7gOxXcgigofB/2Oy2rMH4Wg6YnhuNzL39dP9UKaFrPjqVt1lBQYOf1Omj3t/tCMtqiXuG8ZzVr564+rpXWq5zXQyzGqTXI/Po6SHHb6fl6VinyZZPjyQtSRjlr/Mqz1soaYkEVYEVJwNWkcjGW0IHcJxCYS4rgfG1jMEp2rGYtlzba8+8uw8BdWSiA+9+5hcu6UR4Oe/Ua94QtVllfmvCX2sOe+rDyNupddf3pPUF5T+q1zNW7ssaZoG3IKA8qfAE2MwBQG4DaMJW2z7p363dKFL1JmZg6V7gmbKpVRb58kf3ty1zW0C9vU/mpjAFE5AD8DQD/RwC/AeDfAvAOgH+Lmf/XP3XrHsrvawlgvEHEt//h1xCCxzvvvUA/TujHGc4H+C6gHyQ8YJkT8z8TnI8Y0jWui9heHDEsE+a5BzPh9vUlNpcHDG6C5rI/HEacTj2IGP/zP/VhrlPRBr/+W1/Bj249Fhbyq48PHbYnj+1tjx+cPG6TuPYIDj93NePRxYTNOOHF6x1Ok0/EOiJcf/TJE+z3GwyjKKnL3OH6ZosXrzeFi8ALBP4YCbQADg7vdYxn7PAyFC5cJTS8XigpDnKoD64cdgr5GnzErgeeA5mQBkhx3Yav4HEnCnzvOW+46olXwr5dInSyMDJNExOSYjj6ouhfmPR/CsHNhgoDGey6+vDIpEJMEtu/uApaGiJVh9KmFyJDFxy2fcA4BCzBITLQdwzmiMAuH0RCyANcLy4L+DtfIHxMSZlBrUBru3oQNj7iibYThFeThEQI6Zw0busKG+7C4s3dkVi4HQHHQLjmotB26RB8sg0IAXh5M2BJCtTOqwBQjA4qWI4+1nF8xNjP4ulX8joPhd4V6N/YxQrimNNVkSjFmpNeZ0cVN1VQy5wVofSkfUHx9L5J74kSU1oFu4dA2mdTow1tIUj8YICEAihCYEZRQFVZUy/+QMaTkz5TYwKhkOlpUXJBNToQijd4bj7XfmhhFmVXEQXWk67rrU/Gt+tFvPcdMTZpPk9RxnhmYJMMeU+S0vsi7R85pn/F42Kfo8KhI8bOA0OlFFiJIr3XSVDTsBmBYgIh7UeOFKJZ81NouihNVwkU1IzG/Ep+eTGuqVHgwCXntL5bmS0fxuiShE4VyBlF8KsUe9Mj9djLPljUuKws4S5BuS7appz6kOS9aZ8XUQvH+k4VY0PhX9Dnh1RHd49CIW0uCAXLRQIUI4QYBygrPlVbqBhecnvzGpGiIQFSZ4Hn6nhpAIPyxNzdVlFcrFAeGIiLErlRda0qH0A5RxwVBUINB/ehCdRIVdWBghCoFE/Uxuc8jk4I52xaNz1hy9or4wKUPcV6etvSRujrSlSvZzGy1OEea0r1mhJlw3Laa5Xhv1b0yhVrKRkdlb2ujENRtvJ4pXfbemflfq7CbM7Gg+qfQHFkWCWnStdJSTaJwCF4jF2slPA1ngcrT/imjdVzDB+C8h60XnNdp2oUsMXyWKiiS2bt27Ch2IxhbgPkHdEQxv1MsB5wvbeMjawfNYDmMDmq97TqGVyHJsgctzH9dUpK4YJgbEjuFRLA8v4XBFTxVuu4tWE3NuQmcjEiahiHHR8x7Ml9+j7Ifq8yo76vVI3n/bvo21P4Hl6UL3v5aZEB/0sAv5x+/1cB/B8A/FUAf5WI/mlm/vd/yvofyu9jSeomrm97vHz5CLuLAza6gTNh3Ah1qHMdlqWDC3LHMEzohxldL/nVY3BYlg6n44Ajj+BIeOoY5GKCp8WUWk5QB1/5+kcYxhnTqUdcPJbF4+WrS8zLFW5nl+PvXNo8JzBuKeJAAUvs8PTQZc/C69sex0DonVg2O2LMs8fhOJRnpp8AMjxyf+pxmlz22ipJnmNgm3O6JgIyz/CJHI6g+cALbF/j77wXZAURRFON5YBSiF5gkvqIsR3FP7tG6DS4mC3zEYJSyIoyaoswgCqN3+fBM70rrnsHBhNlZMESHBzJeMnhUecV77yoEt4FjEPE0MUED6TUd6pQDJ7k4LJwu/Yw7anA1FrotzLpKpv/skjv5X9VginH/zsS4ZtSGIMaYVxSNDTl25CErc5HxOiyV1+FRhW8rOBBKF6Ws5hZnB+YOazBGGV0Heq11oNr47wti7/Wo4IToEq5mKYCpG9nwhQApkRSuXKw6xgCBSnQ9kn6Qfl6LXq9em4jl/ZbRY5QQ+9Drq9WUjjdS6hh4ja1INHdSASpowg1U65bFVtZHyocKupj8JLSdEjGAAdkI8Ka14ZQe6J1bXV3iEt67xKK9zmPIQuhpApzKhAXpavc3wpm+dmo16IqVzluGgUtkceiGT8VIKu26YNQ5tMqP3Y8bLHGBdumuwwCVK3q2iCQ/zbX11eXutWw0LbRepzX2PBFACe4e9rXPlP72Zb7+mk5APSZChdPR4NBZtRjuOahbv9uETLl86JQ/TRibnverBVrNFDjdVssj8JPUloDQDuXbaYINSRELpxCtpwroOu/t9dYAxpW6m2VzWoPWXmRamMX57PG3lN56c28tsVySGRngjHetJBzLba2FhXQ1g+g8lDbcoYaWa+mrpOKs6Rth+2nPbvuW5HOrEW5Xs9dysbDtWINUrauz6OGtCE/ls9D+wacG9XW7rcGgdwmvl+mW6tPx0dvy/sJ19e0bYBZZ5+317+N5YEzYKUQ0bcA/LMQ5d8D+NMA/gVmZiL6ywD+OQAPxoC3oJwWh5vbDV69eIyuv0BYPN7/4GN89Zd+gMP1BebjgM2bY35Rxu0J4/aEbpAY/k8+eo6XLx/ht37wBKdFiLN+8f0bPHl0iw++8RH6fsa4OWGzPWEYZjx6dg3fB+wYmI8D9m92+PlvfYj339/g+vUlprnHzX7EbnPCbnvCO6+u8GY/4NvXIyIYLxZCuO1wmhxuFoeJJW72eRfx1XffCNdBcJjmHkM/4+LygO32hOfP3uBwGLE/DPi7H15hgaTSm1J6FiJRvNTLnhWvKF5kArDtIqbgsE8M/2Dg0Riyx51ZvPua797G6StJjB6mr257nCLhJgKXTqDHQ8pZv9sEERZjEYVjTOl+IiqrsCOJ3VdovxokluRNtESwfScK/LQ48fSPETESQpCwg+kkCr9Tj1l0SYCQUIqL7QzvI3bbE2IU4rwQSEIubkZoiqOxi+g6xmHyiFHQFSo8Kcpim5SurZcMEj4bIMoB2HtJk+Uccl0DiQFDvYpHBp72YrTZbZY03hDyw4VSCj/gMinWHSFnqDjNHqfF4RBTWjtn0Bp6eCMZe6h813UlXVI/O4mBVxi6K8aNMc2njdedA+E2FIOTVciLQi3XKy+FQj6Lgo7MEzCBc8afK7hsSGCU0Agt9jMCMKanBwiKYELEFSTDxwGSgm9A8d4oqVyX2vsGjA1LSIBNMaihCFmhSW3ukRR849mwpHchtWEj4jCGNF8bz5ijCGvKxK+ETL3jxGMB3ELW1h6yhokFxj84wtUQkwdM+jxFeap3jPc2AcfF4XopStpkBOIurQ2rbDgiTLEQwCnpUvEol1hw9X7fsJD3bV3J8TyiNoZpHKlyVjBK1g8l6tQ6FSVgiych57TKCkO9iZQZpa3HVdAvtXfWCt6A9cSXtt0F1Vfh2ZL/aSnXGI8gG1SBEUjViKgx4JaBX40c+rcyaKvBA0D28DFLqkANGSljIr95X9efkRdmDG3/c6hDgozbGN685s19wsqt+4s+vaQLZRavFEH3wRoJYUurCFlFck2RUYVqzYh55vVXlJh6I7mkHVTD9FqxYS5vFgm/uxR3MDhV7si+P9ZIU4w5FsHSkvhZY7JdUzoe8v7wWWiJDRtqFZwWTq7XtN7iNoyjfUeC+XtNobShIK1xq/SJ8++t918QITVbvhp4LRld9ryvZAXI+62BfCs8vHOMMTkglGBYEQv57DNGgDxm7YhS8YqvoUts0fAaGZ/z0IsWFdCOu4YJ6Ld9Y9GLDIxuzWB0vrdxMy5VmGEyJC+mersnAiXrkbbbk2wkESVFIzMycbNFJ1huHEvCms8hzeaE8/lsx6Y9C+o/Zc9R7iYtti06DrZt+q7RWX1vV5E19fb28KdBBvxrAP5lAP87SGjAS+Zsg/oQwD91380nvMG/g//92ee/jD+PX8af/yma9VB+t8vr2cG93OLJo9usUB4PG9x89gjORfTjhE0gzNOA61dX+PTj57i92aLrRYx/8fISh2OfDoDiJYvRYW8yFXgf4PsF++udPGO/ASfvMxFjGCf0iQW/811iLyXsthO8j/j6SbbocYi4PXpcT4lcjxQOzpiXrhx6gTCT8B0AUldM5INbko1245SdvQjyF0OAc8gK8hLK4a5kVtuEXyYgs6yGUDYSa63VDVav1+/1ksJWm/JD+3TQrUENE+mYhXVGJnQU0/cM72LazK0iXxoUYt1OyRIBUDA5ghk4TQWkfZo6hOiyUKnoghgdvAeAUNo+SzqaOHN1YKnyksnb0uFHJGn3jkkILd4WxuCKYGCzDQCc49YBZAIkbWNm6CdBB8hZSpktFxAUxLKI4FLCFIrwUsP665AO7T+zZBrok0YjoQTrQlCMwLT4bPBoi+Z6tzHMtlRxzSTZH5aVa23KO2ICUyGqlHrKw/N1KKgJbbLC9QcrWK88r+3K2jUNuXXVJytkqKBm48aBIuhYD9+S3qEpUmbUn8A5dl+fO0OUmtZLZIsVBFWgV+V7zYtphalWMbB1snle+71FTGhKTEAFs/J7ZDHKRBKvuQqo7di0xSrbFlquUNF2fHUWrDCsxSpigiSoe2OV/7uU2LawuYZw7gnV59lntUK4/dwqlDa8QUMQiqBbhG0bbqDhUu0z73rWfcWOt6xvrtaRwt8B471N7VVhPPA6HFznMzO357/L3qDhKG1Iw9oY1+0+Vx9az+R9cbUxKWc2ZCEj3L6AoH2Xx1a/s0p9GzriqKyo9vv7nqV3tYaBFiXQIoTsT1usUequ+nWvZ6R9KwKeyPRDxlLPHUUHrsGYLYmfJZTUomPfIgk0HOE8xaC95tyAdFdpDUWrYQvKUZDaWt7ncmbmviS5yqEm6US+R/bG1bbwOgpA14Xez+Z6+8625Z5lmZV24YaSionr/jOL3NUaM9RYOqyeJzIY3pUsJjkkgOtwLmD9nLIGFYI4KmxmBDL3We4T25bP2+vemsL3721f9vITGQOI6H8M4G8z868TZcnE8g/pHnZnGXGFv4D/00/y+Ifyj7j8EAGfngjfOIzo+oDOB9ze7DB95wN89ZsfYff4Br5fcPuK8OnHT/Grv/k+/hq9wQYeO+7wi3HALqUBHLx4hIdelsuLz55gs5lw+egG3kd0fcCnP3qO2zc7fPij57i8OOLZs9fY7o4YhhnDMEOJ60IgnKYB2+0RFxeMq4sDuj5gtzvg7/2Db+C33gBfdQ6jY2x78c7f7gcMQ0jp9DrEGAFsJFyAGIdjj9Pk8Xy7iLeoY5wml5ngOwKePjqBUrjB9W2P0+IxqSCziJfyYggY+gSnj6JU7iePwUcMKQG4jeNSgUBSqqkSL4ftSBLm4BzQ96JoLsGdeW1yqIMvn88LZYXfOUbvYzEIOEndExKE3xFyKrwSSyr3OWKMfciHzbR47CcPn7wGN/sO3gNXF1O+T40VfbfAOSdjHmQc50CYUeIq51hg0ULcJgKjprU5BMIbls8ZKe6cCV1U5ZAyKePGC1KgdxHeI/czRkVDUDVuYwplGFkU/K4Tg9dpkvAQCTOQujXdElAMDBr+oUUNBcyidPdOvNCjl5RM21HGQREXQDpoI+F0FH4By2CviICKob/5afuDpMhtvGRRCEb5Lz9NXQmx0EHXYSFjVEh+h5JCUBXBMT1ncMXLrApIm0pQn2khhppizyr7ep3jcoBoxg1tv7adUQRmfZYabPR9Un4IXVOnJEINxhgQ0nVFKC5t0fdgSRlP1HAQIUYEDRvQsCAtVQooFczS9dabD07wT70vXcNQAxNlQVTXoRjBjJcWRdGLVKcbtMXI0Xl8tA7rcc3jT3V783dNvbUSVLNOt89f+9zKV2uQd5sTG83zbYowvU4/t+3TUAfti/WU63uVPXuxKPzc1GGVb+2Pjutd83/GuG72ffXyWuXSzpEanICiIAI190Ir5CuCQQ1gDOHbOEKMRh0DG/MMGZvEGH+PWtNmRrAG8HZa16DmlpfAznpgyuzv1gP5RYo+V/dI264yZ8iGWuWIULJXmHvO4Ncrv9u9qiBB9Lzmqv20cv9asUZcLbrnTUjcNxB0o3CuSFkCoe9FnqIQ0zlee/l1vipnBddKfGSSFK0upRVMY6ZZJdTo3a5j5849/3chQ2zee1taQ8IcZZ/d+IKWW0OsqHedAURKhhCuPeHAOdeAzpeORzuXamjTUAwGKgV4ba7K3nI+z/quFxJkfdFLCkft2xLLPOl6tKlAtW/HUPqoTP8BSY5Lg5z3gDSWnjhzOcTWEg89b0RmskYEAqpwHpVX1vbslnj0bSwPYQLn5c8B+LNE9BcBfBXAP9N8/wGA7/0U7Xoof8BKAOM/+/5jPBkv8a2vv8Q4ilL++sUjTMcB4+6I65eP8Ld+4328ZMb7tMEFe1yA8IffOWAYFnjH+M6PrvDbB8ajN0/EY5+Ut8ttwJOrIy53x3wI7LYTLnZHbLYnOBfBTFjmDvPUYV48tpsZ2+0RYfGIxLh6dAvvA7p+wbe+8SmevLrENHXZ032aPV7d9vD7Dt4x3nl6kM9Tmj1FPXjHGHqBb283s6QYjA4vbwbx3s4+K8SbMWC3CQLpD4SbIMdI7xnTLLlXu2QAUDTBlGDpnhjki2elzVHsKaERPJ8JahKLnzYnteImQUeV+hDl+8CEeQG8E8XDOQY5wIlZHcMgOzxHgILLSAFmQjASbs4VHEWR3fbF3jcFB4rAsy5gGBb0w4J46jFNssXMs8dvf7YDgbHtOMPhNOWZjoEnYMOirCnc+XoSmP0IZCI9VV63rjD6K4GiJS2KEYiRxFvvS2iEFYRcFhAdXBS4uY61piLUNImDj9nYMs2EmR1CZHiHjArQsWIuYSBEwOV2yYaVaXE4zq4ySAxdFHj4bY+ZCxdAFgZQhBdVYCy7fg4nSGPJUZTHLQPX0PR9qizJWG5yPeV5BEUPlOedwNkgIakKkQ03HAuiokvLkbhcCySYpBGoCGLQ0XKfsKxK2ibVZq3OC3AWz20VLaRxW8ApJ7S0fQOFQ5b6b1OGDhWMCCW+c/ARDIfTIu+khYTmlGIoBgzxsJT2LFwEwsdJke9YUAtTrBEcykiuyqaSys0s46rPsSq/htAAyCRiqvgwivJoSe/seGkhs0baoiSUDN2vahTC2l1WKWKI0a+0ed2D29alHj7fPKFS6LMSVivr+r0+JzTKghXg896b21SL9228vY7rfeKhhYfbcbD1tVwGlYJpPrcIAS2TGkxNnRb1oGFPCxMGUEbGHALl0BbbpjXYuH5ekDO1l12vXyOTU6+0ehXtOuxcUVzO6sMXK5VSAumnvjeW+8O2Q5/P0FAiNtcXJcibsVwrek0wXAT6uZY2PIOb72zIii0uVTRwvQYASSvqtA+zRxc4E9ByQCaPs9kY7LOD+U7/DpwM04GwTaF3ajDIxHTJYK1FEEQl+8BdhgDpjwyuGgXsOqtlHmTl9a61KH2SLEe2n3kNa/twvo5sCE5lvDZjpO++IrEUv7Xm3bzPeGX3i4tEXKtoR89cpVPV5+p9+dwNVO0H7bMCi9yi2RMc19c7EuOBI8KO1vCEdV0L15xOjmq5U1uc5RCzh9vMO29neUgteFaY+X+gvxPRXwLwbwL4nxHRPw3grwH47wP4V343GvhQ/mCUCOB3OODN0eP9w5g8v8DN9QWWuQO5iMN+g9/GghGEd7jDBQiXnvHOszfwXUBYPKb4CD90R3wKB8+Ei+gxRMLF3OPZbYercYtnj48Y+gXbzYSuX7IhgJkEuh28wL1dxNAv2M8CUR83J/iUt+7J02tcXBzw4sVjnE495kV4ApZIOKUX+ll0CARMkweZE9l5RhdjMgosGHpRqm/2HU7RYU6M+vNMGHeMzTjjcPII0WOGWPCZxXJPEei8WHiJRB2ZQsnbqzKQxr0DCSoXqYKh5xRMyYPvkgU/WOHaaEVykFI+fDU9jrW2R4gQ1vlEVEgOzIwQ9f4WHpjiBZNC3fecwx8s94FzEX234HSSlI8dC5Lhs8jYgHBJEVMyUkxcFFnPYrDojMAWGNinbAIDieKnXe5J2OFHHzOBoG1rMHlvzwj9GoFIYHVyiIZQCBfVW5Vz7Xox7gjngyjzQaScavzVEKChIY4YwxBEoAq6lmt6NO8YfZf6YjxXxOKlZa4PYdt2W5SrgqEeHvmQocz/Be7fm8NdlUC5nNNnyAz/rb9ZPeNgMVzlWMgVT3NWdNJPNSyE9FnrcY6o7yUoD0FBLUQjpFmh/S6lVOvR9IdDUoYOgRIHQGmbCvpaOs9YIqOjgl7Rr9X4or/n8VQvskFLAMXrBpQ0YRHIWRSQFH81hhW4ay0Qauyzwln1M40vzekdm7FZ8863Xm0rNjpCzsfOKMgBolpwva9eR8icDqr8K0TXhku08d5ah4XsArXn3z57LcbbxpZr+4sBdqXNOPf8eTMX+hk337XKiP1sLW6/NS6UesuaWCvWC67zrfB/buaRIGvcM0AaZgXhEIlcvMy22JAroFbYVtuTeBHuJ0ArnkrlRchcKXk8yo1t2FxpWz2fto2AIGMsQsAadBjF+FsT0tXp5/SZa+/KfcYB28bPu9aibdbWi36m73Aw60HnPKYOBwbGTjz1lDbMVkG266s8i/Jnii5iFNRI1V77Pt5r/rq/tEz3QJk75voMtc9ulX4CcvaJu8aZUM/nfe/n5xVGs65/zCEYHCfF/RxZk+uHhtCUNaQogGo/Nr8LmrLA93UONYxOUQNLFKeAdYIABe3T7mfeceXIyM+mmjfGm/fxi7wbX+ZytgbesvLTZhOw5X8DMQo8B/CXmPlXfxfrfih/QMobRPytH1ziCoSrjvGHvvkST59eYzpJ2sC/+Mc+Rt8t6IcZzkWE4PGd734F+1OP26PHTQSeY8CUrJQbOFyC8O4Q8XNfucY777zGk2evEYPDjz58Fz/48B189Pe/gQ/eucXl7oj9YYRzEc8e36AfFjgf0aWQg2XuEJLL7njYiBFg9iBiXF4c8fTxDX5xnPHRJ0/w6s0GL16PAs0ODl0i5xuHKCEIUQwPh1cX6H35LDDh1W1fYtgOHZZAOXXhoxRztV9cTsNyOAmcfhwCOh+xGwU1EGJKB+g0j70IJKdZooV3m0UUUV8yB6jXXmPSiYp3ue8jOAK3xz4rw6rAqmVf4/m9j5hmL/D5k3ImwMCgFCWRuAYIAvHnghBwEYnrgTOJ1OubEZEJjx/fyDroPE5ThyV4fHNkxMjZMCGx+uWk6Yix7SI2Y0TvS4YHAHk+hNchGVqMEUWRDDImQpbY98jhAXYTz0IFi2Cj7RmMRyKk5yhYUIkbYwSWdBwPPmYhZQ4SUvCoX9D7mNvhXbEmc0QiTxJ0xuDLES/GI6l300f0LuIwSyrNKVIW/gYqh3yGqZI5zFGQBKokBwaekYgZn6aY+k1SqiMkBACowxAG4+leoMInF4UWwBGc0AUEz2IEs6Ujae8UxXCQc8NDDROlVCkCce4NU0+YbxQYaRPhYDxWJT2fKO8DC8w2grGDy1D8KQln1iuvaAFPjN5JG5ZIoBSW86iLMh8JWhtRILw9NZB5kn8jSWYKH1whP4tFAR5SwLpVDlTBjFzSB2q/GeXZNgsHUEIWgCKkrSnYVkhuiyfhdWlJ1vQd8mYNApKSUe+xpVXo289zJhVa98RbI4OF6EcWIyCZPup3dXhGGc8sgKNWbq3Q3N5XEB91DG2ruIcVCXFNYdX7bQxvGyOsgvbCaiAqxil9JyyCR8sMMdB0VNaAbfPEhJuErhhRQn60HRYSXhBgtUGg8jAz4RAkKwdBjIpPx7hqEFgYuA6U03LK+q4HSO/TPfHG8NEUJU7nuLQrw71XFnPvznkYPInSrFDptbCP9t2w/bYhXEDZlwic34Mx7T9rRgF9hoa1iGeVzq7T4onFcA7klKmdQQqpV/+0uDx/olSXGHRbbU6riHqOFJXHLAS+gCDzRse4GotP3LviwGiLSxXaTAUBlJ0Z6phoDfFqSFJnyBdRuO4yAliFvzXkaDpJIMlFhMrodV6X7h/FDF5xasCiCMo7p4a/1sDaEXDly9lkjRu6v2m7bepLRY9YA7kWhzoUwI6ryg4eMrZKjGuNrp0HOsRV0kdKr2Cb7aAHZwJJSmdBJqi0h/pbWB7CBO4pzPw/Mn/+6Z+2vofyB7sEMG7ACHAIC+GzlxdgJjy6ukXXL7i8vIXvAryXdIHL0sF7xtAFYAN8lRhPFocXQTIJP/OcIMaMGB2WuRMkQCQcjgP2xw63s8M0eSyjT3FxBOci5qnD8TggBFH4NTb8dBoE2h9kN6Pk/R6GBdvdAUN/ic5HHKYOS7KsUyQEoly/lpg+J6JMFDdFAjFV7LREJbaKkbxgd+wb6uEPRnnNz2NUymuB/jNABQnAWZAuh6wWVZjz96YhOXWdVY4b0qHIqBrPyaujKIDshYkAIAR5+pwlOMyLz6SMXRcxJ1z3po+YF1GcdeysRbp3fKdnwBbnAG86ECPgnOmzqwkRbT/WxsSiB9TAoB59ZQrWdnEzP2qk0bWhffKOM1Ff9uLFwsUgiIyCBpHnc1qrEUSELjI4nC8iK2iKMMlJMaJMOhdJvLmZTDC1fwjIGQAYJeQCKMqGKkhA8eBXwrEdUxTPlbLlt2VNsW+9r1bBuU8WTG/0nYQ0rUdX61Kyww5lTMClv/aZahCoFL+oddp3CRVEW9uvCkWI53NXFFzOHAAAo2/mwirCtpTYX/nJRvhsi2XSXiuM4rG18evB/N4qE2tbWvsZo1bK9bNyve6Tny9YtV5q+awgL75IHWdrj5q1R/X4WWVf22k9x5//vLvH3X56X4iBrk/LFWLDdlpEg+pnagT0RFDyNO2bDQVSAd4+Tw29OWOLftc8R9EcaqBULoM5ULW+bfHmfi02P7oqIN6Xd+0OnbMqGabN50iK9l57bVsswmPt2XqLzWgB1Hul/q374RdRG9rMAvaeMm/rxe6jCtm3w/5F1mrVFi4GKK3AJwSbN1w5em1u8+d0VNumxcb1U3OdDUu4r7Toms9DB2hp90n7nt61l3C66q5+lraUd67dk3U96RorWRLqtsp35/3RtX2GAkx7mfXoW2OLnkeS2SWbNIBkEFDAmQ310PffckJo37V+KyPr+xt+XLjEl62YcX0by+8mMuCh/AyVAyJOAD572WN4+QT/xa91uNwdsdlMSUFSUjrGV99/gWGccPX4BsMwoxtmfPvXvoXjacTXv/EjfPbpE/wnv/4V/PqHj+B/eIU/ndLl/c6PHgEAnowLri5P2G5POCbo+bx0+MFHj/HdNz2unPAOjF3Ei2OHf4AJ73OPdxzwc+8esNuckrEgwncBlJTBU5CNb9cVj4Youx6bQSKg5BCUg3AcItxMuD526AnY+YhxCBj7gBKnLzD601KO8N1myYRycyww+6Jgyua8BIcQCMfZQVP46DVDH5OSmMZ/6tD7iL4LSSggxCD3uHRwW8U9MAHKIRAdKCRhmgSJ4J0QBE6Lq8gJATEWKBGhNTyEJeURVhI8MJaFcLPv8cOPn+Lx1R5Xl/uUYhDouwAiB0dUITBCdDieynjtTx4x+orBXYsebl06lCx5lQosPhH0tB4HQTEkowGrMseYWS7ojCSlhDu7sYiYagQI8Tz04nIj6+Bw8ojOY9jMYrjhwr8g4xyxGQN6jiksIFQhKhyRxp+w6QmeCIfgz8ZB+s2ZaIlJLPYFKqhpEgvZHAC8YzydmjJK+/JydlggoQQaAnABDSdA5hEAVAimHFJwAHBgucYDORvHkuLh56QiWQ+HEhYCRaDOHgYUBIEqQcwJGUHAIaJCKfSEzFugcYyHIIR/C4AdAT3VmSgmKORfEBIjxHu59cVgo4LrHCUl6tTEvEMV09TGwZX448CEQyzrVgXCy7ROHQRp4pjQr3jEFfJZFDDkuH3o2KkQSJw9y2tF67Bt19SbytsxZI9RymMO4BBljKxxiFnGVEMUrFG0FWJbD5n1WK+hANq/c7pVU48lhPOpDstAbmOl234PDbmiNVxYlIF6/O4zppTwDVsfVfeyed90fjKBJBcveTG+JALG5JmtyBvNvOuYaLFEZapM6PupaIEnxDgklFFPdXgDM3CKbnW/tekfsyc6tX1ASoPJhB8ugji6dJzChqSOjoDnY8R+JtxEwgjZk5dEeNcSvVaG7Wb+WuXZoh807Ejfh3quZD9fgpz7ml1IU/MqWeRaCIfWr3uRg2QZshwInD3gJfUnUPaDNWVVw2M03EcRBrk+fVf0GSzK3ymWZ2XUCAt5nKbtK2F7deiSpg/16YMpFu/uCchIDw0PO0RgOnk87iN2Y8Q0J1RUNpajoObSs3OMOUk8O6PwQ+hcWKVKQ0UY5dy1pQ0RUEXbTtHau9B66FuUSHsfUPZQe6+eM23Ioe4dNdKCzvaTyEAkRQSIo0gJp/WM1v5oClw13h+t4wHnxaU1sTCBI7BJ8LxTkPXTu0Jsq79LaAFlokgmSdG8RHk3jmnPf9IJT9Ja0XAPlYkiRLZ9m2H0gMhnb2t5MAY8lJ+4yHsh8Yff//gCm36L3WbB1cUJlxcHqAev74EQPI6HEWHx6OYOw7BIbH634Omz1/iVPxrx299/Bx9fDzgeBwz9jK+9dyNe5llE0XnqkrBAuN2PAIDHnvH+ownbzYzORzyZOzy7HjAFgTt+9GKDsRvwja9ew/kIf9jgdj/i5uDlIHOxgms7J0JJlz7TOPmY4yKLcNx3jKGLGAbJRy/KPJJCXg7FeREugTkZAXTzBPRwZvieExS+nE5L8tL0KXuAhBWUtoZIiGlsHAG+iyIgEGOJLnt58jMT8sFHMRwoyZ3WdUp1KVRUQw2A4qGzZD5rlmNAjBCHY4e+G+Gd5G5X5ISjiM5bL00xMihEv3dRiInYKN+ovTdTkEN31wch0ImUGaKd52wY0BCCPJfp8Kpja8sfgQkcUIVv2BCN1ttLSammpEAMfczjqTwX3jFAjI5iIvYTxAQgv9u5UK4I7xjoApxzeMKyFqYEQ9UWOBJlPrDmmcZZUW9BhuE287WY/lx6URZORviYUH4Hai+VeLM5x8+rYCrjWLxM1ouvn2Xlv2lvDm8w31vkgt43NDeqsqKKYlSvOyMz/qsgDBRjiSg0lPqDynAi1xlF/A5Bp4Xq29LldQ4c02c3s8PgJCSGV7x5+mdFBkdAo9+Iwp7qz3DpL6Bs27ZWseGNB1wNH+pFtnO/1t3ShvVShVDc813dcmTDxNk1zXiooto+xyriWnOBaq/3Qe4t17bf2XafGzvOjQh2ftrMDGvtss+v+ozybmgGCZjPvPmZrwMqDgmND1d+CoIaVovXX9uijO06B1mxQvGCn9IecpEUIQ2dUGVJuUQ8FdJOVSZa0twY0/lJ5b1DHqPPL37lM3mH5VkLCwGf7qOtV9cqmWuhHj2lfVHjqVHmSQku7W2ZcBNlHbX1fp5n3ZMYXYIZD1UCdf5bJIZNA2f3EP3dGn3UuEc4Vwh0jwmcnBTRKJPGEGfRhdbL3Cr+tujz7+r+fYrlGlfH2vv5k8axr+3nOXQLKDwxjMpADhgkT7Wv16EELVeHnRe7vlrEizWmr/KdxNp7bQ3EGlpWrb9ELjhFkV+mJOsownAKDpOB/u96yY4kz+ds1JsTwvaLvqdfxsIAHsIEHspDuacEMP7BDPjZ4WI/4heOHXbbU7G6O0Y4jjkEgByj6xeMmxPIMZ6/9wK/+Cf+IeJf+1N4dfsVHI4DOh/wzZ/7IQ77LV69ugIz4XjqsSTP9WkeQAS8ezXhG1/7DLudZAbwPmCzPeF7v/0BvvuDJ/j1I8HNHu+muPiweLx8M+LF7PDOWFIdAgWm5l1En5jyY3SYZg1PkPj4CfLidD5iHIXo8NWbTbaaq9dPFcrj7MQjkVjXe2cOSC/e6c5HTIur7s/KLSiFBxCCT8z4SWGfZo++kxCJYQhyQM9yKMwJKZCFORb4+0yuPqiSknyaXI7XF/I7OQw8MYaeU3YCFdY4K9GtIBIi4ebYZVSDdxGOGIOOKROWRTISqAFFi/dKlKhtkFh8VeAzMmJ22HrGxXZB3EsmB2VRH31dl8xjOVzVSJJj4HxBGcQILOwwDgs6H0UgRhprFqOD9XIQlThXZsKY+qiGFblG2qH9XxaH3i/ou4Db/YhpkdCKEIA5OlxuFmyGgM4DzMIxsQSHafGZA6F5ATNEr5V9VKDXtvZprSvPgY6ZJ8bjbQAOHtdmPo5ZsKuVfQfJ7rCAcETMXki9ZkZRPJamVWz+WbiyNQQEiMBU1KSiCHVgjK54h1RIth5jB0FEqDCk3pfI5wRI+hyNMbaEVSo0LwbSrP2Huc/2TZUqAmPjCqQ6sBhO3jBhFwm7tLbgzkMK1DPVMu7rGGkbqjmhWrC+X4ll8UKZujLUlEqWA4t+kPFiU0etULXtt224yxjRFlWeLMxan2Nvu48A6/OUjLYdVhAHikBrDSu2zrb+tp5WiW/rW4UBc6mnRRxUvAIoY5Q5I4BskOvNXCnvgAr3BMoK/ATA5/Yis5BreleghOQAnI1aaihQvoMA2SN6EJ53nMOFbBx14SRIRjk11HJCd/hCqgqcK4EtGkDLusKm+1tpoxolmMVrf2JgiOXdKuNPGZmxto4I4sUNTDhwIiAl63EuiA/rKSYue4RdxzqHWtpQBdsnT0hpYo1CmNZMfsfMvTYMyqY+1N8tYWC+B7IXZkh6epZHSf0LIPOl+PQQZcXPJJJUnB0aPmfPbttfALU8pM9me9362Wb/tu+I9uXz9gHdL9piDXZa7D7rkYzkafxanoz2eHYkWQQKv4RwMWgbdD+YzBhMpl1t+yujLGnbSqignj1Sv859Qg2Z9jmkrDgse4O2p0MyeqVz9VPTofcWgu8ph7oSFUfFylC+ZeUhm8BDeShfqDAELvzdfYfPfvM9bBN0/4N3b9D3AUM/C+Gfj/CJwX5/s8U89TjuNxiGGb/0jZe42B3hXMTtmwscjwOmqcNp7sARePzogGVxeHW9Q98FDEPAPHXYY4vOB/gugJlweXHAt77OwPef4rgQPn25hXNbEDHmQNg64OXJYXAOX3tyFAh/IlgJ0eGgJHzJCND5mOHz39gE9J18djp1mCaP26NkCQisDPcsXv4A7GexpB9ZvKkDUyaLGcCYo8OHLzdCqGfIjVSAsN47Uqh68vLPQQjwRAgSg8c8E+YooQZZ8ALnlImUiIaUsG7sQ1JGHOaZcErpAPVwWyJhOZU26CGgB3xLBgTI806zR7wdsBkDvJPnhugQbfhCQlIoVJRIFPclFi/8oISOCcYWGbjsIzrHOcRhlzztGs6hbcmQ4Vjg/Sqo6DjPLAaPTR8rKKByJWjReLmMGohcGWYyNNMzLroZp8njOHXZeCL3RgzDghgd9gef54h9FK6DRZEFNnZA6rbhGllhhRId1sKNCOHS/kMKWfEEbPsAiRNXDgwVSAiHycET8L4H3gTCEcXrv4HwDGxcgi6m+sDynZZ5RSToQZnBXwRghqKGRBERz5fcXwRQwrrgk9nnuRCEFSWrtKUoWFwpWtZ/YeG4HdVrGyjeZi0qiLecB2uFIekz1TM7mHEKDLw6eWxzukqB2Z4WVXJrJcRRWa/KeeDMd2sx7yoQ2xnJkG8ne4nWB6iCIHBTmyFBn1GjDoynzCgVlmuhQjWYdqzB3Ut6wkYIX+H+0GLnyRJ3aZvreuSJrdJwfs1d39bf3KW43aW4aqtsSkodd1EUFLZbLmgVEkJBoaiymWN5Gfl9zvMUCwydqCh3HVJmFqgxLWVeQTIwWKUyteIUa2JDq8i69C6/WggDiaKj86/w5c5kTgkJ5i5cL8Xbltebeb6FubfDavfmTMwJk3YPRQGPLM/1xNimXgVmXKU930L7W7SHttu2p6z38/nyBBAj0+7o/qpK38ZzzmJCOqZmbysGqJr3YePO26V9d07aUskKUIMIm89E0e3JrCUGTlyMt1os4WtIUP5gr2MATLiChKsBCWWQkJHKZK+GVea6/er9tsY0NdrI33Tv+79W7Dy14SR2D9JiDXX2vvI3ZWUbKCFVdu/XtadEtEpyO5iL8h6b5mfhen+MXBtAWjTWfej0CBNyEmuEgiVW1fMnQpR9DZmy4XBqzJu5pFUezXNuAnCMHs/HkN/TsYvZQeKnH2++vlSlmaO3rTwYAx7K71oRIZnxCgGvGHi0OFwsHo/2IzbjjBBIPO7DnKHbM3qE4DFPghp4/PgmpxLc324wL12Kwxfv8NDP6LzLhoBxEHa6sCRytkU8sf0w43G/4J2bLW4PPd4cuir2bHCM20gpnZ14vW0e3WnxcrAthL4v6fcA4Go3FxLAFPO+pJjiwOLxsIy6C8vmukAP/HJQAyIU3QTCBYCdi1i4jrOzG5BC9RW6F1LsVwDBz3JhiEVBVIZh9cBYDgQtTjdyzzhN0hfL7BtYlJo+HfBK8rNGKGQ9AiFIeMjQRYHOZq/NuRTddecERRmp4QtpjXp6Bx8yL4Jz6WDTMAMfy0GLIohoX9oxzR7RJj7Oeh9lnADPjK5LqalcQkgkz4aFSnofQSTe/hgpkxoSOQwUBKGxeDinDNAiZXuva6IeI+s1szwJmp5Q4aCWvIwq5UfEwNj03zvOIQaKehgd4xR98lQIEWIPEUa3PiKyqzzKSn6nsfc6iqrMe9QeJyVWzH0zQore18J9W5i69OtcWGTUQqDW1/5uFb+iUJtY/jSKjNrjoX1qPXp3eeHVEBBRoKF674klj3j2suT5K31RYa0S8mkdDq1XRG4+MJ8resJB4Oy2ZANI298VQwA1P23R9t4Vd71WCuKCzz77vKLCbDsH5xD++0v7vW3rXbHka6VdL1rsuFohX2PB5fM6xOCu0B+rbEbU74cqPlmxsdehvJMWtm6NC3b9aX0hmutwrpxEMI4AfArPsfHSanDQuhjIcHNELoSB/MXmfG0d5b0ljSVxGQMtSow5ECdEFKFzUdZqcx7Yn9pu27T7lDMbjtQiVvIeR6pglv3YksFZg4Du44qy0M9tPHtb2rR7DMpcGLq+ckYOAJSUwTUIuoWqT+Zz3e93rDH2d2tKdgzK/chjhPy7hHMU3o96QdxlaGuNgXd9pmunPSfuIv1sQ4X0EmuI1I814w6S8VsNLwr917lt359WwVSDXIvEa0tVB+owEjX+2X5pFgpikZf6lIHAGbksMCHMIq9qdICe3YqImJMM4lH4HTTs0b3F2QRkzXzBQ+lLWB6MAQ/l96zcIOIWhFefjegxYgvC1y4XvPv0FuM4o/MB2+0JAOBc2dqOx1FY/FOWgN12wm4rx9C8dHDEePf5NQCAHGOzmTLSQIvW9/67rzBNHa5vdlJndLjZ9zhNDn/i3QOcY4TgECafyf/Uc7FEwuvZ4XGI8CluP0bAkRMFjoDNKHDv632POZYY4dNSDmOCWGLFWsxJca0Fnz4p94fFYR9Eubr0tUAr3h5RVIgKtFjPkskQ/ym51jhEUcadphRMVuAIsC9KZoiE0+Ry3UtCOaiBI7DAzBwIOy8hEEMfEVJaxTUhrrXsL4sDOYHLhyBz0fdyZF1sZ2kT11As5kSo1wM9AnajjgVXzyBj9NDvlIMhJq99hPHeE2M3JgJGo0SE6JIiLnUMXeEA2KTQAR3DafIZNaLcAoeEqnDUYZodTovLc9154U84HPu0RuvQCVVwl+CwmOWsRhR5lnh0j4ukqZsNPE+F35bASPsWmXA7u3ydEggGEyqg83jZRYwJ/qdrb3SC9FH0yuvZJeI5VRIohwcsYHQoiABKCoIDcEnAzJKWTAQjxjF59DawCIDzNWUFfBWSFZqrXlGreMzJKDYkmPL9EPUUv28kL4Xo6hhqBgCbRs968FpPkxX0BodK4NS5WiJloqYc42nuU2/71nN+J5Us0Y6RVd6swqSwZ5/mXA2EHTOGaNss/d34mhxNv9O67d9avxWuLYGf3qMKu72PIOgnNXrq+6mP1SwzlvNCEUI6ttkzbj20ph1t2+y7YZXmtaIwWUuYd5nJJYuxRudMlbNWuG+NnES18q1nhhpdgFKfCvmqTFgkDFCINPP8sMSuW+OAVeZUEZk4Kc4oisyQntEqVHbcrBFK2zUnpVD7OnYRcyB4Vlq+wmlSDJSU5+w4lz1Sx65PyLpDkOtUcdU+hGRgH1L4T8dlHevc6U/bH/18YnnW8eizl3RO5IoFwWQVsvr93qTv5oQ2sOgWGa+0Z+c2p3eMJXc8TL55CzNXXWpAKQGCKCFtT7OeAODN5PIzGcmzy+qtZvQAnnVqmDlfR1snKQyXtIatTmcNBKoYLub7NwzsF8LzDtW7ajkg9FnWOGIzTLRzu1ZCM6ftVaVPZR7sjtPyKLQonjWkD1C87kAxVAeU9aq8OPJdkqdQuDRgvh/Snq2pdh2KIbCjlO42DYQDMBJqI7j5Xd9rHT8H4LKT/XTsIq5PHi8DZVLfnRPTdgDh9SIoQ0UKPe0jes/YDgGbPiIE4LNjhyOXUEFn3oSPTg5bcvjg0YQqc9OPieT4spUHZMBDeSg/QUmR1DhAmLsDgFcHD+d22A4LxnHBOM6gxLTPTOBEpBaDg2YlsCUEL8ysSdmPi0NYPFgJfZKHGCgIAUUahOgwzx5Lgk0P/YKui/nvJThMLAqxhxxq23S4WXLAaXboOkmXqPWxETosaYsWq6h15sDU1IAFslUOFwtHJNSHX+vZBpCUuvXdquskbt+5CGJCgMshB7mNSYNQMin7L0KER1DxLNr7Wqbdas4iAZpdITKoYzDrmJn5SqbzitAvweX1ulawKwKvhh6I1NSmUyQ1laMIC1qfkjKKoSCC2VVGBVWktY2RCwGjGGV8FnSyR9+h8CtA66F8mlt0hmbd8A5gVm6G0n793aaLtMqZzlFHxXvEsN6YIsy0wrHNxS7PQuYfcISKjdiGgDAVEi4VmOuYSTpbs7aod5JRC2xf1BsMGERBJSQWD1f7juj7lZb5nSWHwJj2F+GTqzqs580q+jZ2ONdr5gYwBFgsXBF3CRo6Z5pKz0MNG+dM8zBttv1ciysun8tVEiZRDIkwwvIaKsAa5Nq26j067np9HVJU6lTEk8JnVVD3RNi6YO6Rd3ltrM7Wzj2TvGYAWPM6WkPJmneOUSvuwIrX2NTbCvaOxcNPKAYbNNfE5m9v2tqGrGSlvGkPm+90b7Dxw9UzuVxn3wG7nnI7GRXSJ7Bw1QBlvvU9UUNWNtamtaAx5cCPJ2xb3o6WD0SVSsu/UBk5UI+bLbYJFs0khsb6uzWEznl966EjOp4t0qhtgzUGBdRCezaSoUa9qQwRwfBJGdTSGrL0M02TqmvdrpdqLzS/S8YXMQadIqFjYFReGpR1YA20wTzToh1USbdlzavfGgK0ffqs+v67UQZt/a1R9wwVYH9PayymcVtbtmsoOSAZu80NwVwUUL+3mYDSnBVt3XaecprsxOOwMc/UEIeFxRgxg9M8E44ps5aGnGrIUZ/kAdk/SqMlHIKwP/osK4lj5+0uDwSCD+Wh/JQlgHELxm8F4LvXDlts8JQIT1JYQIxODABKOkicUtJRJhdiFmg1EWNKsdgAcLvfwDmJxfYuoutLjPp2d8Bme8Tuco9l7jCdBjgn3llNN/js6S1ubrdYFodplvR+jsSr/pVnJ9zsB7w5lFfldnbYBMZ2WPDp9YjXs8NWyccAnJhwG4ENJcIhiAV2SF6wzrMhymP0zNj0hen+9dJhBpv0L+IZ0fRIgFznjBeUoWQwRrECMM1yw247CSGeiwhBRINIlC9XPoHT5LCwqxABevB0VPqgqRKlPeLFUSOKFj2Y98cO3kvqQp9iREMiD+yTkSImAZKI0XUyd0vwiWTKxHznlFAJjhrFYGBDQPqk3AtEVpRsn9xgqqtnToBIkt3As2QhUNJG9VaqcSobqcT7HxPB4hwdTgtlvgeF3UkWA2QSxVwXIWeF0O+I5NnFiEW5T7Lm64wLjiTOvANhDonsjYGRhDSvS2EVSESJszmjlbncUwkPUMUSqOGlOudM8gw1ioQ0bqPpW2CAqSimJ/NMl9erlDk9c4OitLfoQoU+W++verRagVEVHUUT2EwGDobR31zfKvNAMtY5GdsJDjEUwbMzMbHWe00orPvO9H9p2mBFiNazFZkwLevKaFsUqZBTjxqFyxbrwdf+qhFPUUXqlVZvXu8E3aKed+E1sWDmWugl86Eqe3pNq9S2SCarXAgiinI4VQAwQUjphKjVZZJObWeIhIAa6aPfV4ZWXgu7KO2y7baftUaWTYPqsMUafdiMAVAU7hmMDagyAGXBv3k/CQVqbt8bNR7ouspKFWplUtecTb0Jcw0311eGBK6h5xESSqdjpu/umJEphGMsdZwAfDI7PPGSLUM5XhiiLN6C8S7EIP56dvAALhslwsaXq2FYU6naYlEeivo5mo4xS3+IVBkuxjPdu+w6ddbageIBnljfYdlnM0qDq+P2rCiSiAEcGTkFqj7Twsh1/NXz3yJ+GMW73O4ngKR1FQMAJ8OFGlwJj3xBEamMsrAoh5ZwkdJ46BqzIQEDSjy/osFOICxJ5Z8hRHNbEN7rjAyQjOKqo9u9REldFZ2maB3g/D3NbTPKvT2nSnaIeo9pM8MAxRgC1GF09ifMtYpvaVEECrkHyVqwXnqGoCfUIHNJxSCjITrBjLPuAzEZVrrUjlOqb+Bzg15rQAoAXodkBAjCR/PeVjAcc3T48OQyma/dnwIYn2SrI+ECDmOS9bwHfJIv9qiNZ0cwvndyGXnwfoz3vxBvQfkiZ/SXtTwYAx7KP/IiGyDjmoFf/633cLWb8ejyiEeP9thsTuCTHGV9t2AJXgwFiRCPjNJS6iMgef2jd5U3OUSXDQMxSiYC5yKGfklwZ4f9foPTqUdkwm6zYMtCJugTosAn2NWUwgRUWHOesRuDCGwOVazxzJShyRzlQOk9J6K8ErvvCCCW+N0pOsxRwFgKN6sORELxMieJdw0IYDesJRLcQliSAaBX5aGB4ktmAocpOJwSk3jrOVKiMhlvUcSLopZS0nj13iGn9QtBDDpH7tAlMkBOc5kh/gl6vywOPJd0jpaYjwjwLPwDIZZrlBwwsxnDZSFA0/o5V7fXeuUtzE0MRCWOjgnwDiAKiAxMSzFWAeL1712ZG1Xal0XGtUt1eV+IGk+TA7MH+4gRIRkNIpYoGQPsfKsnOkIkGMsZ4ZjRJVKpkSgLGD4J0V3H6BKs2nrLVEi1MORwJmAlITULzSIQLaY+TS/VZwmhUHapZzJ7Ks+Xqayp9OWZRwjFIKBrFChCchGoTT1m3HzzeSYdhOZ0r+PMbV1WwbQElNoWNQzEJDxp0yuPahKqbbv0/dHrF7ZCrPVk1kKzipcaEuOc7Bl5HSTvXwuFXysZ8UIAYtlfdA/QazLap1FKJrPvdqa/2j8tsbmvNQRo0Qwep1hCTMTjWpT400KI0WE3xgw7tl5HNVCpIfLHQ5esF1XULHR/zUu5VqwirgKWkmjq91pBNNcCyGgnBp15/ZH+Vs+eQsCBmpxSx7Bk8SjKoVUmtKiSqZ9tC4grK8ODuU+RY1KzKJ+W66IioUvzc0zz69LIMpd39LBQ5qMBzj3JNs69Vdb0mvw8lFCNHEKS227ROql+o4irotuiBTxq5bw1nnR0vh5UeUUy2LOOS1a6a2Z/pOuDeefWUAv5uSh7om1XFSqRPhszSamEZChJqY6p7j26rtRItYANuShlb7j2T+WUjAqBrElNj8woKMjaY1+bdSwJaN7Pm/0996lRNm0Ypd1b6I7r67ru/8yGV+l81uePhIoiUuaD0rNHZEBde2Y8zDjMTMlgIO/QkK4lFAOBzsGEkgpX3++1/Uff5SMDYSFMsct7md0D7tu/5jQOk5nHu6gAYr6CcD25iiD1bSvKO/W2lgdjwEP5fSkzGDMY/+kReHrc4Gu3PX55M+Hq6gbLLMuSBgbNjBgHxMiV1TFGZ5Q4FR6EsI2Ic+x5P4lXWkMFAPleGd1DIBxPG8yJMHC3neFdxPWNAKyEoI4xDgHTITH0E1Iu+JhSwAmfgKAYGIDDhgs7uabrUtZwTVmnUHHistHMgTKE2h6M+ZBLvzhOiAOqvQtlRJQUDiByORRCGfFh6tMUf6dFDAHHaKzV0EMfUGbpGAsEUOvIwn7CV1vkg4yLCCJ+IQw9pfFLwrsD+i5gTqnzNBPCkoQWq+izFwj/krzlygWgBINqLPG+eOXVy68QY73GhidYxc+btSJ1yHfzosYkFaLkGhv2ofO4BOmjZp2Q3wOw+NQ/MU5dbJPH1jOWRbI5eF/a3BaF8XcK5QNj8MXTkOeMgO0YcnrGJcEAb2ZN+1UEwVy38Ybm2OcEG1TBaDKEhSLsEAZwznyhMbRWAGo9WpXinn5aj6klMdPPtGQhKCvCK3WtjJt6UrMRgYxhLSseSajNISc6LqgIkxSdMbGrjHHtjFlmffu3PFO9wJy9TOXzc6VEER0C3+QcypGNWlwEaH1XsnJvPstjRSuGFhTuD5e0lpD2kT7FVM9clKaeNKUYslFI22/Hog1NAcrfalSaUGLPJTa5rJ9T8hrudCzuFOLlvbCKoDX6hKYda6EVXLWtDglp229DA+y4VjwRVOpTRdQaslTZtnutvl/aHrsWVDCfwNlzS0hcG+m62VwLFP4Oqwwo+RvSZy4ZHzyQM7MskXAbZG4G02dC4a3Q8SFIPHkAcMpGwTIPBy5tVYSR1ndIHC3kSggBmeeVsa4X0RqpZe8YHCmn/7UcCIoCsYrN2i6bz10UJVCRPjbOXedm7f56vYvsIspdGUvNLpCJcmEY6WHWStPIkjlhvd06zxoqMPiIzRiwGQNwO2A/+2yYzHWirCs1yun6dM1PoIxtB0kvK+uJK2h74AI5z21M8o4dI5v+eI0LYC0cqf6+vC+F46IOSfo8He6uECFdY7qHhkDJSGiZ+JHRnwTxqIe0H2kLdNx0j9TPTiqvQPYKn/b3JRDm9B6p914NiiXspzS6XYcyl8BtRE77K8+RBbW2brVMzZvmmp/t82JqyyuuuSTexvJAIPhQHsrvYblBxHdPDp/9xnvY+Xfxx771GXbbE/puKR5eLwgBic+nBFGPOUexFjJQegAYhymjAkJCGMyzzygBG4ZABISU0/7x1QFL8LjdD5iDkMptB9nS5dmM20OfCecU4j/Hgh5QL96QlAhN66cwdKuATotLSqK02wG4YYGHXXo1KhjmV4hyEtJPBVEW4UmO18AAmfGZF0lnx2Y3nxaHVweP3woRgRiBUpwhEzZw2IKwMcLDlODnmodccy+LgCHKeZzV6085pR8nIWFZCOwJISZ44Inw8WmT5q+QF1rovbZZDQMKJVXFrWzS4qlwgTNM33tFH1AS8Dk/yxEQU4hDZFGaNeUikXjzLcqAqKwBGwKga26ai3FCDBuAm2Vt9Z2IkjaUQOHessYZmzEIgeBSMjp0XfKkpfHSfmspkNokwOl4m3g+hfarR2qKtSKnRRUc9V6KN0vvK89xBFlDqX4NHQmzl7lLwq6iSxhFkPZAgVemNoCL8KqHUgt/trHP6mWzKQjV6NZ6pdXrp2u3I0FU6PiS0d4Uhj5HV4UDyNgQYkAKNTF7jrnGQrPX4tJderekyzKm8h5xVrLavvdpjhYGODYke43nrc0Woc/U90VDAHovIQOd4/wOWXRA9pzm/Qrok2A8R4UYn/dP7wzG2AGk+adaCSgKMCdYbD2mKlzLvMuem5XtiGwQ0RL5PITD1tc17fVNO9q62nbe1Vdl6VYjmm2/pntTMrcAYEzvkBKI9ba+9EydfzW86HukigEgSmWrEOo1NsWnKKG1AuAaT6NeNwN4Y0hGHcTQIMpdaauiidQg51HSjh4hcOXb4Kux06wiDMLCXIyGWZFbh4CrQg6zloB1BS6Po45dUj4BDT+RsVEFaY2NX/cU3Ys01MjGa1tDiuzFtVFeCQW17TsqnwcGjpHy3C6QNlpFbw06rkYbJfGzypkq8NI3uW5M1/zo0AGHDn06qzeeM/GsGlnKOqQ8xyNJuNc1Yh47Hduuefc8CF9xyGFqguCR/SgE6bN99y3hokWBaFHjZSbpM4ikzzMO2Drrz86NSm2IkD0TrREPkPNcSQE1baDKPT1Kyt2DGswBbEn27yUhLY+GEJNRoxlsse88IPO4gCtl+/MMHDlbw+deWZe2PXat3WdE+FkoD8iAh/JQfg+LogRuAPSB8HO3GzhiDKPY8L16KgBR6KJ4m4uSh0yuBhSPLwA4L0z6WESBEwFLFDDNeZ+vJTUsOHTdnGPKNT58HDijDgCcGQI0pZ+FH1sor22XwsmR2qMGDSUZtB42FcapOSxVGFMiPusB07osoIIjEB1l1n5txzQ73AbCC6e2aKCHQwcHx0AHIVUUaLmwDgcW4cAz0CviAkAXqaR3IsrCsD4rgDK+kohSVgHCfhE25I5EOVJoZceASznYBVpa6stKNzdKWwQ4eS05IIcv6LjZogqEzsMSXOZZcMQYuiJYUPKQV4KJK+vNjqn+0zkhAti6pMxcZm84MYYuFg6EtKa7DmjFhjXCRjLrIqY5UqFYDTHaZz3g10jLbGEGAhXlLqa1Ru2zqfbo5+/ZejEKqeCa9z57P++SkEyxQokqNIQi+FtvYHsf5ztK20sbak+WfQZQPF72uW3RsKE2xnlV6OPSHjWK2OvasVj1YPG5Rzr3Rz1zXPYUQN6raFAyUnfNFwEUuL6OiwcL1whK/yyqoRWgy3eFILX14ume1yJAzsbKhDGc91Ofd16/vhdVXQYN0ioVuue2aCv9Xa+uPdf1RClk2N6n0P0h7Vsgq+jWhVIdJrFJ1Q5l9lZB3yoNjOLJbZ+vn5G5Pjbfz1y8vmja59P2rXBgVWJJFahU8wmcwwJsf9r9qi13ydotooObz/L7j/X3R97boshrv1tFyTKm/zjFEhdq+ABAxiDAuR+aqUOv1faEqr5iBMj9Tt9EM6ZtO8lcqwbSW07GBAYumDC489AwLYXUVTI1hCQzwbTFgyojr+7nu54z7wgcgbjw0rRQfj0TAVRklz9pse/rWtE2aKjIfaVFnNj72nSI3PyuBu2z56Nc0xaV8yIKaoLNPXr/XWEja6U2/H3xctex++M+/20tD8aAh/JQ/hGVGYy/8cMLDLjAux742rMDvvG1T3HiHi46sJNtKUbOKIG+DxVCwIYDaEo9dAC5xKafkAIAwB45nh4QhXlZHF5fbyUkwBUxSZTA5OX1EZtuwWn2mBeP4+ywBMI+CFfAphOoV8heNIY/+eyhixBB/CIRvHjPuOwldd31bY8pSIrBjhijj5l0kLkYHzRunIkqBbUI3QXiZvtn+QJCJHx09PgYAZ+6IwD1Gknc9yt4bNjjirv6JKMkbDDBg7AFoWPpv17QQSzmCoHsnQpGlE/MKcUtPxpCCQWYJNzjOggs7pJdgaN6I1hxEYwAK5iT8TYloadK1SfKDWZgIZ89xDEKKmEKrkAxI6HzEiaSFZ1M7if3eI+ELilIBRuTDy5pA7UMDhiiZLLIWR6I0fcBp9kjxJLRgFnQFIfZY4oimGx9rPgPhPWf8nNlrgWZELiofHYtFLjpuQhgPQHMwCHDXBnPOa1xV3wsbTxdVjphPRxFeVRvoqblQiOkaZiCwNFLuy1xml6uQpgaHkbHlSIIFuLGCm6t85fecV0TnReuhRAZixkXDa+xhqdTxcVQhGOkfrVhAiqAqwC5sF27YjTqjNLAKdXZFMWwtjXf5XFqCPSs0muRK6Vd9X06siqkRwb2gTJkWJnIH3O515GkVszrh+WdLowRZf+ZDGJHm6Pf+2QqIMgct2uuRZS8OngMib9FDU+yF3BqR9kHGYJgUEODENDVY6Gl9TS2SsWa0lXu1fSVdao4RYYo78AAEfQVjg/TL4tcUY+jzHlRzjJKBMAFCdLgaFp1OFNqiwJef05nb7sdd6tEWE4L7evWRxwD4cDiQVaFEwD2JjUfcp12DUqYydYxBi+KIqVwt4Vlr1JOiq3nyrDdhpoQSthHdb5B9kLPtZEqopCx9VBYe2Pcye2lrOAykEkD7bV6vfaVzH2KihLED+WxBeT8tYq01mPXpoYJ+LRWeggy4YbVwCLfdyis8Lv0nvq0Nm5TezwDFyhOgwnAhwtyFgBAERuU66Q0p4OTvltjFEGQKTdmbh/BYUNA74IY3dOkBbPWLApH98tez+G0AO3+qll4Cp/A+htolXEtLakgN9/ZvXprjLYZ3cO14s9cwih0vl4HWlWOOxQUiBrkZi5rb5O+m8060HW3MGUk3gKu2k34yb3yX9QwcJchYK2en8Wi6/JtLQ/GgIfyB64cERFAeBUchtcb9P1TACIcjcOSlHwCM1eKrZaCEqDkTXLVdUoap2n97EETk4lZFb61onFi1ujQq5FCU7QEEaaCUQRno0QCAJNkR9A2y4GdYOYwQjWkr/os5wSpcN6mAv3+cVhPZwCBGB0cFsREWiOkhmA5/I8UMTJVomQEAGKBrbKTmGrjtVAvLKXzPsSU15ZKzne1uC+xcDHoQaxdtEgHaVcR/usxSOOKc+/QKvFQMshQNApBGnsdPoVVu8Xn0A5Oc2/TBt75DLZKaxFOc/7toGKnh5IpRqZV76fWmb06XHslLNGRnX4VMJmLZ89CXrOStvJM9aBZz9WU0C+qyCsKAXFdaVKlxDdrRwUfNtfdpajkMbxjXUdzr2bh0GJzv6sH82ztQMIcbIiRJTLT+62CrcgLaTtVhgqFDg/uPHa1kDiWZymDuEdJh5aVRiqhGUCztvH5Qlx7T1Hu6sHM4Spp3Q4oUPIplvmun0/ZE6rzV3mSsb4mNPZ8jZRPPeItbUYW0vWdNF5S9cDaOWufo2NlFYQfJ664bX97vVW+y1wV8q5elXtGNmYwasOHZv6YIWm9QMjIDm2prnUlDdT3O4Cr/OVa3MoKuU8pyPtF+sOmfgvJ4Khj2VGdOUPXbKs4qMLjQFnh14w1uf32ndX3Ve83XWjPt7V3QN+hzBLPNQz/iyg2LQkpUIcBEcqeWRH3cTGstOcQPqcNGgKS1wzKfJZ4b877jSA4ioFJ17ddGwHI+6HOUzDKpp0zVeAdAy5QlRVG65Oz3eyDkHUblFjWOCb0KosUsp73/B5wWedlHEs9dxkD1oqujzWuknzNymdioDVzymVsbKYGNXitIQAI5X2wLbYcULruY5oDXSdq6GmGQdpi6v9pyn0e/rX97MctP84e+mUsb3P/HowBD+UPZJnB+AwBn03Ar324w1fh8biP+PmvXqPvZYvWTTsEMhs4Za8/ACxzB+9D5hnQfwDgXAQy2kDu9UlzpQjEQJgWqg4lhXMzS4o5QBSEbozoAuPV5DBFYYrNCkS6/bjUlnIHxpujF3h88jzOs8ccKHu1AFEYHQgUkEMjiIrGZ0m/rEGgKKF3K1HMJIQxTHgce1zTjD0JN24HwsgylkcE7NBjyy57FeZkCJjBuE25wDfshFQuXVcdmCweiIEJO1dI6RjIYQJDIioTZmMRPcRgUJNSaUrDYBRyG28KFAOJKGAF7gckpSUCjpTkKMXFN+M0R82/W/gL+k5iIpdI6Fx5ojX06Hza1Gwlh3rpx2nyODJwmD06z9gOIae2bItP5FgA45jiEtVrBQBPO2GN1vAJ4VcQQWSO614UoNzfKhFAibP2qf0ESQ8GBh5DvThCbgR3Xr96sTT9kK7/ACEV6yGhJoNLxh4VGtlwIKB4Z9piFUgVrJSsrE2p5iAp0dSbm9EmlN7hrsxjW7+SYQ0JkeEcQLPLQqwa/2bjze+IMHqNjZZ9SokXrRLEKMK6h4wBUUFKXKY6NJuANdpUiKA7pLfCKVAMXco14M06W2IZ/xFl/wksnjAwYUtqnOBiyMuKalm3ug4EsVIb7orRjvJ7acdbx8FKo3rNHAGCEy4Q4sxcPgwxk6pm4xT0OcVwo+nJtD0tysQ+tkJgmL28tKU22taGjfMXbXCclWftk3oDVZGekpIgQjthJN3jSjtPLEiDrbNxzcrYz2eGN9sSVeI+DyEAmPfNVHAbZG9ewNiRIIT2QZ8rfC13Edvp82+YgMazGliI6PTaKe1dg7EI6Xdlfy/3M3DWHy063gPEM37CeZ3ab0uWpogkG3K053Kf8j7odxXMn+ufgHk/G2VR55uh60DmcABwaV5qScVKhmlerhlJ2rWA0bOw0j9yQh43gXHS/qRVuRaSMIHPSCVf5r7SnUqkA+EAxhHAZSIpPkSqkIAM5Fh7QbvIp27lHVnjjVB0n5IR3u2kqX9Xg2stD8m+5au1I6f0woKoELRj/T4EFIMAobxfdhxn1GEdZYyAR+mZgeV82htjjM5lACd0Bq3Wo9f+uKV9L+wc31feZsX3Jyq8Lj+9LeXBGPBQvhTlGiyp737wWCDKfcRus2C3nUHGQ29TxUkMuM9CtKbUi4nkT9MVqoFArwMg8fUNmkDqRIUyKGRuEv9+6TkLn0BtnbYW34UBMpC4yAQXi6Bf4lAT5DA4UUiD8WIqsoFTHC/XkNeO1GOcUhnm063e0WYoaaBDD4dRE+IwcKCQFDlCHwkbEI56oCqsFgAnT+YGroIdWm/MjAILFgJCzlb0mMdB2tQRMKb6FSYNBnxwCCxK2RxdTn+zKriDKsG9TjklMFeSQctkjOrdaOOOlSBPmf6dA5YgUNf5mMbLKgOU/nExClgFf9NFbMeAw8lX3udpdlnhUyLAeZL1mj2jXJi4OyqK5SEQjom0q4Vat6mBWkGAdGya76zQRCgeEVW6PQurvGMGRTW8lHzcmqYKKGRctqhgMqVf1OtiYaWtp4WanyqQt8anVqBiABMLXL2jkmN6CQRmhxBtBgxkZVlRHzqnPqUWHHysjC5KtOiQsmU0UpgKpNw0TMc8/yQNq5Hvb5MxsCNG70gY0/lcKG7/1hzfSsipbQDEkEUA2CHn+FZeiAyjNfWpoDCx/k6VB7SHKG7ybpdwCJ00K4C2xGF6mSocZK5pGeQVPcRJkdZ3ZQmFuNP2U38vCsYJMsAAAF5WSURBVD7nMWd8PoqqhIEQyLRG77X7vC0ZBWT6pGgRLQuL0N+RjGl5X8/h9kB5d9SAtSg6CMVY1iJpcj+aT2yGj7adWob2OyoQ6w7yjmtonmZ/UGrMVtlUxEJnjKOXGp5lzkib995yMqwp+jqa2aiS2tZTjWZQBXI2fblLaXMg7IySbw0BOmblWmmvhvtsnZz9cySckDh10r+t2fh0v9az8YgyXwMAl7AcPYxSu9J3G/LUoYQVqDFS6+zNWoxpZarhRq9pFUT7d8G22LHS+S7lTVoLM4ALkpSGuncO7txTryTIeVziuQmtRUOtIfByfWfvoDUmlM+tQa8gPUoqT0t0CySDOLe9lb+UpBEoTPrtORUBHFAMvnM17qVhijpQ1IYiaT6vWAPfWtH37fy+UtzK5z8uR8DbHkbA1Qnw9pUHY8BD+VKUW0TcAvgsAEMgPJ07vBsI4xCy4N75kI0BqrAviwOR8AqoIUCzB2j8fv49AtGde2VV6a4Iruy9sQjO2z4gsuRiz7BAEycM1B5qLYEFlq9W7NpyrcoSwUWJC9wlT7z1cqnQY5UYAJnkLocSOFFI1Dignn6BHDp4o61MFOGZ4ODRQYwBNtaNIAKe5rQekxGgoxI3q8JMTB4u9UwEpqKksip+lO/tULwlKvT6QOhZxiDGAl+GfVYWFopgadN3WYlDsibIcenTISz/kgDF4s3rPOdx9K4clyESDoknQr2OmZNApkwyPqgSkuZmHCL6LmJ/9Nm7qcp/74XtfQrSR8v8bJmXlXAOJArzwSjNrfDfHvwh/16EOm5+6uc6Zzo2OoRHCAu846IsqSFFGc0tbNnBEF6meoL5p89TBIEqiDPOBSyruIjyWITs0udaSNI0bhqDq4qvY05ojKTMu/I+6c8YCiJFP9csD3EuY6hM1IM/Tzd511wAJvaYCpdC76TOm0UE1W0y/I0oqQUBnO1XmRwPqnSfo0I03pojpewgRanU8bYK4zaN7xFAs7RkvRCy8dESqbUGCqtQVW3Wa7NSWDx5ul8qvFgVsMCUEQ7nWUWKEllxJ5hrrGpuf9dmRDNuolQUXgSY+2zf7HNyv1AUkMhU0nCm96DTd5ms8cFwNOi4pb+VTd7GPqsSWBSQokispyCz39dTqoqqzQiSUXhmfBaIR1nDSco4FkWzoAw4oxHEA1p4T5RkjlGQSDleG/penRM92nLk4rkNTNiY7/J5k/8u7aPqOmmfIi6mBu5u9y3tqzUmDUn5VaPtCZwZ+jWMhc1z7D6n9Q2gbAy1hh0LWW/5INQYF1GyEMymv7q3rKV9q59f1veawcQqynqvLbdmFV2AcqYSRDlD9Qa7F1kEhVXY10KiWuSfvXaN7LMlDFRTg6U/Xczgt/XmTBnpzGq/1wwaWu9txJ1s/8fm7jWG/7s+s0r+fZkBWsOCLe1aP7/3i332s14ekAEP5aH8ASoLGC8QcXNy+P6PLtBBcrT+/NMjxiFgM05n98RYpxEsJHB0JmTcJXQUxT8JUcYIYFN6tYYDK2RaQ0Add0o5V7hay8sBp8JrUbb2s0+Ki1zjjIKwBk1kLkzwAACvsGXKnACf0QknijhhEaMAHLbssYHHjrsMjXtKQgT1Mh0XtZCR8uEychaD3olQ1GusNIqCogSDrqoh3ZeE0QkFPgmW9H8qfpZUebUXx7I2Zyh2qhMoHiTri7Ced1sWBm6nc/57hTirx1dzCyeJ74xwrk9w775jnCaH/clnNIfGkS+cYmrn8/m346P53i3EWJ/TslC3JSsoTZ1WIQeSAYCNsg2ZizaOcgZwGQkXXudAwk6EiLIoBV1S5AKKd1CNQK3ny1HpoxZFlriqlWXsA5D4Lkw9Zx4tvYdyPHlGCCSED4KQEHa+PHzsYkEN6fVLQRMRlT45EiRJ5raIJO+mGUsb9kBmbNp0d44YV6609xgJh5PHVQoJWRKCKbO7A5UhAijkkro0rVHSomA85J3VfckqCkcuxqAZteAekYxRQRRdIR+TvWpBgbyqobK6l8tadK4QKGpfWtlLCTEzgshMtr5rxbssc+ONMTfkffBcgbBGBy1tLDia74FSl+VHUD2yR1kTGh6ypLC2gWTc9mlg9Umac1wNfq3SCKR1TAXRo58NKGEHGn+uym++T9toequ/a1HDmX6SERCmHaLQSpgZ0u8ewBbAEZTT3KkBQbMG+dSel7MJ50vXfaWP6H2T7pIJc5Varoz5TRCkmvZVvd9Ts3Bag4cas/M7mz5nSJ2ezFnBtWLkIQSH2iJ9l9/MLhu1PEQhVkNoMGef1qFGt4t8vtdGALs32WJTr+p7fuJaWdd3qkttUONsbYike5XLNc9w3rdXrrGGn5cM3Bw9Lkne6W1X9qTZ8Cplwl/UqAEtilhamLBN5+d92Vz0Ha4Mn6meEySE4tJzvjMTPKZ9aAOSdy/1Z2ZJ8azPA2RcL9M+pw6AyPSFtOe18W4/aYfhx00NqPesGQR+3HKfAeGnrfvLWN7mfj4YAx7K/7+9t4+1Jcvug36r6pxz733vdfd0z3RsjxyPAU3iSBZRNBZSFBQYJ5gwsQ2JIwuZgAWxJYNAkSNFCVIkKxIjBUuEINvJH4ASSwgZJcQ2jAcTE0fBkXAkBjsMGDuMh+AZexi7Pf2638e995xTe/HH2qv22qt21alz7rmfb/9Gb/rcql37q3ZV7fVbX/cO+sHfmE3IiglvvVjiUSem/4u2w6JNb2cymlmOm0Qv9FGThOXQiBaubYAuxI0DodcahivQphpUykM36rp5LJmw6nWbIK4BS8hHVt0EAKcdQzlVWl8fAx0xNgjYUECHgECiEVdf7wUTTjj5fC9INo5Lpl5Itz6oKvylSMuCBXE01U95eFX4sddmc2W++Kr9AmKQOFfaBp3qzQA5FzTtB90GMvJaQEXS6Gn/vHCQ6lVzxIaGRACQNLVq8r/pCNYsVoRak4WggH7DxUkw0828L+M3bjDHLfymqhdozHlwErYZeRtyXCwYxgI2aVm/7nXTZQkIu15D/9+Ua9uPwZYZbA4LmyIgv3faJyvwiLluClCnJB8FmVVmcd0BcoFUtdHWt98HgLOWGWSuU4sghgi9bdwoy7EkIK2RTPGt1ZGfe31HqaXKMIWeuxdxres9sdpBb/btnyklBBpjTq+WK7YeZsS0n0OBunUWDqVnwGv6vOWBvD/LMTeI0nNaaqMPNufmxa4VtRCw/Z/SFtmaVGhkQFLyxZN2LXh/bjkuVmM+aB5i+WDW1zL+1nsUBqMcR/5MpedNTahL0P5qO2r9A7eO7DtGRTFLIqug2jFhweJPHlJ0vuxdZt/VkvUixyBWjRufFf5Lr6st5F4tDTFmNfMeal7uCQi1qPIEmFr/9HEskAjxUn9KZtv2HZnugRAt+n7OLAtQnpOrwLdj29pAvvULJqxAWIUYl6XhGBtCv3u51aTWocNT9w/9590Vht+u/PupZJmSIdZ1UM7LH71VJsd7He/ZFmLhocSKfV9rX/0+0uIQQX7su31d1+2qs0Lg1+lDQyUDKu49OjDOwfi/LgnN5QJ4b4GPngBf+/ZzLJcdmiZp9RYxlaAEHRRrARtjgIj7jzW36N0KutAgxhfDtmsk60AEM/ro/syy0bM7TvUb10+ZvFSGGzwP3bgGs+O1aXA6/WppPwrXAynAXpY1IcZJ6DrCU9rgOcnW7AQtTljE+JYJpyypBc+4FRcAEl/mFRhfxaINfGHaVJNR+Ujm4wBS8DEbnMy7TeiHX9GnO+o368ltgkg2bauGcRnNne1GSa0K1P9VP5hWCO/YiyZDWGKmJKyvo/+uukbYyP6rNqBtNGYFcLltTGyC5Gev4y5psRj5cav9t2Wp8Lu0LpKJqWyQ7KbK5y5XpPNDvADjJUsMAXUJsH1sIBoW4qQttbCb896FgJOGc2wjrv1WNxXC0Dw2jMyQHl2H8pjahuOzT31AMzWFtxYkvQtI/N1EP3wNTKjxPdZosudV14cIAblwqdYuio7zYJFPOwJ11Ls8nMVYJYGBdZfWlAbltBkMSiSAEpQ9mRHbWsWi54U1b8GIQlmIxCTQa0n9ek7jT+9AHb+NW+AFdx2PzaygGT2M3NjX0QuPSGWalvu6tvG+zhHs7WG1ANL+eQsWAFl/tF4lzZRUVSHaBrpUU/9LFn9kTTUYmPsYEl77qcEWU7wFuX9KFGqU8r5v5u/Ojt0TNBi3rLF1tfGdLwIgZxHo03NNQhhGcTEgac4DUiyBr2yBdtvirRgk2Ga4AGTun3f6ZUOvECihvOYEyY8+Edn+navvBfvuVY3+uhMt86qRdb+BWMRZ4qsfe/zoiMVHasXPrX8n2mcIsS19Tu03SJUjHYDn4Oz+6nlkf+seIiGRsrvFSTZ1aKpMJT7svYT2h4H3t8BjNHj7pJM0ycZyTlNzimVceu8wUjBYAoBosaF7CM3Uks2FKc9I699mAHgWCCck90LjPeictQCeQWIZ2WdDCaZHcX6+0qV50l9CaO3aSeTzeBWUrtf9DXAYEWFRcjPade6qY7rreMjjq2RAxYNBhxS46N3LFu07j7FaBpwsO3zwzRdoYy53m5oQgASnAwCzqVS/8I7kPAWAexeB0JvdayrAtuXejaD0xpBgckb7RokQUFjtc+CUp3yYSon6/6qNQcnsVT+GYp5bfo0tFoyvCSd4Tgs8o61sLIjRsAQNFDKgSamKTDW9sGuEab9ZDGY8NsOBbvZLZn1hcL2bS1OmYRX+4kedcsHSWyfkGpPcdNNCx0lIqd76HPFIQo4fr5pZL8iYEIL6DqumuTHR2K3lQS7waz9z7ffYvGhZv52zG13d9NiPeakeTzSQO16qW9dbF//y86Mb75LfuPZbTGrlmJJKTWwllUnmra2ryW/ofUAsDSJG7py/7qIjBG4lyFtcIw3L+yCNPd4LTsJp04gWXvPaNzzUyNssCUlrKs/IFokYKm3L7VpI/cjPK0mhZu1iWh/rxVBw1bXqLZYaU1Y3+mObodKzUMJwbebCfTqWB/K00Ocqqyce81H0A0su+0ApWJk+g+atL8fN+3PqGbJQSwrziI9GO/fQda6bMEby+e6g2SnQC0AK++3oyWHOtff6Xu4g/sr+/kz5IZc00WPQZ97W4d8ZWldrjtqgn75dff6UmNJnUMvbYKhTU+3fe7Yvekznwdaj76cVJVLMk5VqDbDh/P23yeYhCcoaD8O6ZvkAoxbWp14FUWJkmn+bCUP7Y/9Ov+cJbKU4AWPQZ2TsnV76LqwBPN80WDZDK6C+TkrfdBt3A0jBGJWM85lIAEsSRrec7FrqxwlEyyoz9g1LHxeRPGzQIIB7f/8OKTODt4zSb9WxUFq39viua3dTOrsxNz7Bq4RqGVBRcc/wJXT40gXQXrR4HUv8c48vsVptsVxse0KgbYEQUrBBahhdTEu4WMhngiT5NyQzQYMQGjRMCJ38DWIQ63WJZMg2hCQbUI2CbdPNqSim5qeWENBzVtj3G9fAhNPoS6dmxZydR59+TAMr9sESmbBadPjGJ4T3zhf4/7oFzhFwSRxTBNqsAFKH+t/px2ZBLEEFOd9I6IZEP+xW/zalffNEgIUXerQ/+uHv83gjaWlPkAQgNWXug1Rx0sSrOafXZAZGjD6f6tm4PmSamFi/DyC3NQKhBqEjZmy2FF0edsNv8vw85Zv94XkgN3Xsx4jczQPuvP891sYuQVXbmtqqKNHTcYqy3sdiMP3U9rQPC1BvamzNY3WTmgKSiclnG33oe59eU2cH4L3eqV9G3kdL5yTYvBa/nppaT9OFto1kPgEAjqk5U5YQ7iNrey29ZmHQpheG2LKCktdYNUb475gyTTUhHVPNtN5v3dA9ARn/6HiOcmFDtdl6PTDUbJZgXU28C0gpy0of9I8Y65A/N4q2yZ+tPmBnfElaVxsCwEGCmYHQu1r0LhwYalp1zNqyvns9IaBrSudOBZU8a0mqT8dqr19C4lP0MSFYrWBicNVAeNRKQEqNtu4jo8McWzNwSvJefr0R150LI1SVhFpvxeNRGrN955VSqnnhSOKH5FZBJSJA63weKGaoAM5DIjR8f5TY8+8n736kx/RvO35/rcY66F0eXF81JoDGVbDX6fPZIlnkaZunTFhSCoQJcz4bU9wLdKxuEBKXhaKrnr6j1DVALUrSnHA2T1MuHqVjU4SAPeetS3SPYOfYXncBxnkA3giEJ63EMtGUpwq1ctGAvzo3anmh34b0TUiEov5WC6dLlsDTb6CRFLamQ7oXUHQALgE8Q8CbaHBGsq+66PTdKYqmc3C2jhjy7ZE6h0EpxzBXpjxU9tx13dS33u8PSvsuW/YBy8cDHGusJBrIvwrgEwC+BOBPMPMXzfk/B+B7kB7tf4WZ/58jNV9EJQMqHjQYjBcI+KUvvoE3Vh3eev0SZ6cbLJddbyGQTPxThoDL9aKofWrbAHQN0IrWj1k/MiEGJgTadviKbCGbuUAUyYOUd5YxbSnQax3NBsJrFTRYlgaz8ZYCz89XWC46PDpNnpo6VgA4WTDeCg3W3A6isgNuE8tpQ6PmuMroB1c+M4M1/YE5D+Qbk5JmbWqToh9gjc7db+Di/fRmjMwpsJn2GximsFNoZgOFRm7WmfRC8ZZFA9KnJYxuEboqLoxqS9OLTZlTT2FsTrwm0FpINFkZFQRy3/qx+bZB0vxG22Lq3C6tQh8Xg9MGXoTRPN96QK6J69x/S5sYHdMawIqHz5Fep8K/rxOxL7op9c8Zdw2oS6kSU8q19KyrsKob3gCJ1t8QJCBgbEc3qz4uhH9mNgDe2xqrFTPWhpMgv4RaI1C8PuaF5xQ53W/2VaBSX/c8NkVOCqhQEty86hWb+IcNzOahVgLyLiPYV7DO3WUHYzUl7+ANN9iE6K6j5c21Z60hACidWzYQdytHsmp7QzIrrcn+OTLvaX0XKmxAxI1zR9I57WxwvHhPLmPrDdBne9jG+BEnDUcLpFTbsmFwTJ+6YSGfL0OexkzblP+mQJt2LBY+DoyMP1+D+tvfSv/uCLG93CKhLIhr2x3EMmI7o42euDF/L105dmUSgZmPSf/7gmPKzChYbpAyJxDSe0m/A6q5XprnS33nlRyR5576+5AsJgSrqDUPLBZl63g9m38pRkM+LzoWRj43wwwYVLzfduxz4N8VnaE2x1wgCCJ0c3RzagA8arl/Bq37oP3OLCM5Zsn7LgAnBJy26Mm8Uiymc0icghMzDS0J2WqzDCVrM7kHL2JK1kegwZzZ7ABKstr7cJ3Yh9wZw1Qf/bl9yj5k+Ofqivh2AG8D+HoA3wngkwC+25z/BgD/MjN//nhNTqOSARUPGgHCrH+BOzy/bEHPTgAgWgZwH2QrZQNIvvSBGI1JS9UHFyTZ2LRN6DXtDcnHhGL0JDI7wqYBQogaLQY6JCuBYcAb+eUD1aXAZOmYxdhLWTbQwMvLBqcBGRlg61k2Aa+tUk5yDdyzcQK8CjXey7IBEBwhkAklyFlkb1Ibht/wAaY+dlpvB/FbHwhFpmyIF/QuIZQ2GbrZst3x1I4KIqoRtug3+HHnRgBOG8IikicdA5e9pUYav24Od5lb72PKaa9JAmDpfCIEdrW1zzHfBjBOBJTMWlUYO0VKxWUxFH59/8ttMqgPJuWhgpH+12vitZSuCWutY2Nd6DO7CYkIsqb6KUuGaPZOjUBt1y1D3l9eq6vndRN+PhhJOh8g/s0FjhINkrZZ132vZXPPs5YfmpXnAhwhEWwKK8B4+Aj+2ra+77yAvg7UE2zqn6xEwKV7JnWNtIGwCsmiwKYXlH9JozjXFFSn05MGSeNeIG3duhsLdtdBXEYWoOi/LFYjS5b4ECmwZCxv3tNq0PIC3GupS37i2gvvWkHuvDeL9pro0nT597xdu0OhPhesdPxj5Uuw2lqFNQv3lg/2nVE+rgIfYQEJIreGEKYq9Pt3hZInlmywFlOWiFyb8S1Nz1vO14wX/An5O0LvTYkI6K0OTdmrIlkr5rOt692/i0sxJzTlLCBjfwT0wUal7pRxRi239D28MfV0/XstxQ7w0P1fh6TB13pbtZQ0ZbVuS8zqu1OJPQYhmA3LOSSY9THmdxfmWG1MET030ceHjCOSH58A8KPMzET04wB+0J3/nQB+/XjN7UYlAypeGbyPgM9dNGgvzrDEI/yuD1zi0ekWq+UWYEIXo4OH6AYAIGUhiG/RJroY6DGOuxeiqFmNBIEKehqUsI2p/BrEXMRGY5jHEYj1IQXZ0zKqCZNj6cNmXQYs+g8ziw8m0ODictEHSezdI2JqtAZJ29/2Ik4SdBTpwx83W1HItZtG+9JUlt9vjLPcyUY474X0QjkPvxFnlM34rXVAP4a48dIAa5uQ16PX9sK9GQ+QvzztJsxrTDZsyCZ7noebZv3txzWGKXKgF0hGNEHJzLPcrp2vdE3atdnNxZTwbwN0eWHS971EGL1wn+DSOisJOyVfWYrHt6BMECvNtVoe+Huh9dogUratFoS3WvWF5z4GAMcN7vNoCm7XwrssRKHt8Vsk6bR+c0t9WsVD0MXx+ngfig1yP+yW0eeZV4Jva67Te6tBG/Xeb6NYrybUQC4MafPPg8zRI8MYpDgoHGOxiKvNCoz3Nk3m3gPEbCIMIKb4em0VcLFtgI76IJ4a6+E8vj86ju810jaTRlHfYcO5E6FAg7fl6TjjGmd9P9vUkPn7ecvUp89DfCZO4t8XBUFCiZVzsARojX07BeGko97veh0DkSrB+EjbZ2PBYgRPzWOv624Rn0dv/q/CsEZRVxN4/7yNwQflU6HWao99DX59B6Q1Zs9r/JolpmFTK6qbgvZ7mGZv+Fv7a+/dNl53CbkXSxKCxr5jCXLf1qY9S7ickcRzeC+SNZfg/rlaMYFisFL73WuREwjiciFxfZaQvc2QtByObcwqYA7BzMjTT5bqsJZbciz1qRRbYAPGb3Xme8GcrdkBiW/qFyIn7UEAtfIZWggEfY4iFkxgIpzFBlpiPGbChqkP8vgkpri8CIiuiGnuTkm+65dIz5WujUPn1+MQ4n9XW3MIgUO1368C0XBEy4CvA/BFAGDmNRG1RNQwszbxVQA+TURfA+C/Yea/eLymyziIDCCiBsB/CeAPAXgXwL8H8Xv4WwA+BOBvMfOfOVYnKyqOAc06AMjH+f2XS2y7BifLNvqhci/094J1NL/nToTmDoR2mHI+A0XLgc5kKgDEQqDryYN4kHNNTB5IK17niIASxs7YGAQdA5ebFstFh9ar7vq+A8SpL22so6WrvQgDhprdEuwHcOx31l933m9VdglQQ1PHYb22DqvN3/WxzlwfXHu50Dos538fCt0Ej23ASxgjInZFFh9r/xBYwUP+HgqOVw1ixCgTTVaIUUG2pNkci2RugzKqxkpjBKjvvl8HY64Nei/s8aHbxTiSdcA0LPmlZs32GnJluNCPUp88EWDrS7+HqVZtlgDvNqRJVBqg9+VvKMZNAZlsJYkAYRbrAWpSOs+8vaFFALnz1oVrd/6RdJ3GbLCa3dI9zIU2gfqFA+jNztcx5oslV+089eEuJmA12RaWoNL1p0KOCmBzYEkFW5cdp9dk+neizyJSsi5LZORQ+EvX5qTAWHyEkmZVCMEysajQsfq59MI5I/dTt/1YgrJAkmNabimbxkvm3C5BryTIzyUB5mKqD0oM29r64IiRePLuSGMUqLazZVF0WAtLHZMlkhj5/diCeqvHFhpEVd62NvMRIMFMrQUfQQSnBinVLpDWwbFwRMHzRtq8jf7eJHS/UML/jv8Jn8XPlk59aKI6a6a7NUQAAPw0gL8C4CmA/46I/jVm/om9OrwnDrUM+GMA3gLwEQC/B8CPAfhVAD8A4FMAPkVEH2fmv3eUXlZUHBkdGL+yBmjdokGLr6IGv/MDl2hiUBv1vee4mRNEjViHmDYsDAV/r513hACRmt/GCNfRXUA0WU7YGhH+fZDAZCI6wdrHj+b65QKvLQmPz7a9ZQAgRAWFtLHWj6tN/+WFeR/TwH8MBoI2I4/2H3d2jf6OsJq9FjKlqskvtaPXl/iNMaGu36iymB1rnYTcv36JvM9eg+/7obB3Qk0SO05pF71meIosSO0NN7FjH2BvETAm4PtrbPu9ybdpfy5sDALfbsnUXNsEcuGxFKW8m1jpU2MsnRPtY1obOt6LqNmz5UoY2/xdhJRmTNfzC04m/yVhwuMFAxcxFsCU6ScwFLqtALmIJeys2Q2s/pfN8TWEuDhFJAI5vz/ynBjtNxhjQp3tUwPCG9FqwrpUkLvPyVUppmhksw7N+2bNhJaBddcgMGHZJO18MLEA1pBgem9QDA5nLDbUJaoP8hivWjbCOjAlC4ENoh95kwI16vwoWWCFki5qlV+CsYQIfTpf6tpRerdkFkzmvm0BvMMBbXyXvN2I1cISYiXwfhCSKvmxU1anCo0n8XgK/oZMkw0kTe7Yc2/fX96FRS0KEK+/MILgLvIKSFrw0jkbWFffcSXLCiXl1tB3eXomWiSLH98nOya1BmhMO+oqAIjPuSXr/DNiU55exH86J4wU5f41EN5YSNDMPrYI7DsPfT1nSFkiNMCvd+WwKJn0K/YR9I+BqW/ItnBszNoBkLl4CsZT/ZBj+B3V39aFARBLCt1erUD4ECfrHq0bEJLgSZuufG8rc9/GtIRrRwYomXpbGHPj2IWHLsgfC2Pz9I34w/hG/OHB8f8M//o7I5f8OoAPA/gsES2RXg0gohbADzDzy/j3fwvgGwH8xOE9341DyYCvRvR3APBLRPQ2gDcB/PHoA/E3AXwLgEoGVNxZyIMtr8/nDHz5fTFAbAk4WQQsF4yTZXq1W6GeGX3mAYspn1Ob0jCAekJAtTot8Sjz2Pd5xBWgXDa3NNBj664BXSywWoaBhUADBsfAXXqtFSN8NgP/W+ooaxd9GQCZhJZpZAp1hjhPo1YCupm3fRtp37ZnTTE94WGJgClYjRXi71avN2PUzXhpUzwkBtLmtSQUj/VDiYAWwz75tjxKFhalsnM1IFT4PdZ/P4dzx+zPlciHErYQTbKSPtJmnn5wCiVrAcXarNMGiLFCUqk5W7UuPnnbidGXCBTpWxJYVLCwAvsUApIgpwEBk8YubxcY3qcxQks10euQm5DbudDo7Dp33lS6rzuW04CD22AtMJL/sCUAsz6b96jGALlkQ95AAvvZQGYBZqMfUmDHE9NGliKUU1wIIL8HuyL4T8EK1edBYglozIfOiXeJDtFrEwj5u8X/vYv8k+eGsrLebz6RA+Mr3grklkDz70i/dtmU2RbWthWmgXwtaLu2PQ/vOmHJB3tMoaSi9g2xvK4be2dUcGxBeAzCqiewlEQqC5WW+NBMORd7rqPrJgB2WSiMofQe9atm7Htm2x7rk4f2cQvJXqHHzhqJD6Bugy3JO2vL4hYQINY5+vxP9WdfTN2bfQT8fK2Nk0EV++GIT85PAfguAP9j/O/PmHNfBeDniOj3AXgB4I9CrASuFQeRAcz8I/qbiL4XYsqwZu5Fmd8A8C9M1XGJZ/g0/sLg+EfxzfgovvmQblVUHIQA4Ck6PI1f3xaE37Ft8WTBWC7koBXoVKPehcgmj2jwRTjlwd9tS6AQ0wwyYBRYCJT79vYB9myUbNdOiYCwqQU9zjvCZWjxZsM9GRBC0paJ1UMpDaK03hWyFQC5wF76sGtwP5BaIKBn54+5PcnSl5nNuf2vt0YA0OfztmbLdoy6wbf1ZNcj3wwSpcjp6i+e1VWowxMB+nvKYkDHk/pBkRBIgqDvc0lQSxv6VN731W6gx9qf6psK2dqer8vXOzbeuetlzDpB67gA4zEIC0qCp/pw+36nOoewRIfWO9bfMTNpX5cQR8Po4GP1eoFsBUKHZOFQeiY9Up+4j+DNyNejtjF1zAsEVkh8YQR+EYgS1sjXmi2nz3IfBBBpA7MJ8oxplgZN2wek59Jv3DX4YxvTPT6PsRn6gG6cTNXtPRNtcSJpFjFNpY35oKb6F0gaaI0/cdYL0KkvJaR3Vrqvdl4YwHNIjIVtfGOVhG5tn9xvW5cXwEtEje/rIiOcqJ8nTcunUE28Xr9LGGljy6V156FWQmrFYPus6eB8ZhAY4kA1/vY6bVcJbSU9dGyW7Ej9kCCDljhK94v7IHZK1HL87xLAG1HzrBYlidixREmKvUKEaGUCPGXGc4SidUQa7XG+rvtqm8dQculIbezqg2AfImAM9vl613z72tCgbVMcjgWJsuj9OM/yLkoxAo6FXfdpSsD3x23ZQ60FKnLMeXftgZ8E8K1E9HkAXwDwHUT07wMAM/8wEf0VAL8I4BzA32bmnxmr6Fg4OIAgET2GsBW/H5IS4a+Z03YPWsQJXsMn8B8d2nxFxbWBwXgKxrMt8JWnJ/3H/40F46QNeHy2jemvhkRAH0iQGMTcZxtI55EH8JPQ/L1LQgMeEAIAercFIN/U629NTZjKpzaL/ocMvFi3uNw2eHzaYbGIwn8HMKc0iAjDVIUSvRe9+4AXMmwU8l1xAmwqIcXYh35KEPd5vW1fStYWAUm4WMVdlI6rL2M297va9xuxFZmNtrnO96VU1z4aw5Kma2WO2w0lYMczf4NoTVDtB9FqxrxgqxvXPOBa/l9bf3DnM797V862U4IKPEDaRJd8ehVqEq/XlrIW5EJ33r7fJFiTVCt0+fFg5O8x2HGldjn7G+aYmkefmquswOLr0mPJhDyv3weFG/abM4uU3ioCyPyBFaW0jZ4o0Y2ECGTJUkdJinW8OZ25x9qODSRKSJsd5vRsy7NJCMx4TNG/P9ZhTdWtoCmEQHpGz8FYMuGEUv0XsUzJBcCONYyc036PHbfPll3bXSQzLGnn1y4jESU6jg7WMkqDa+b3PtXBvfk8Q9xQVEi2ZQD0ljcKK8ylPicSobRxnHrWbR22XW1D34dyLv3XEgM2HaDWaTMwSP0y1rFNrQQlLaMB9X0YCsIxdSRyEkCJI/su1Hv1nrmha+wXxX7Ou2ZfUmFKyCy9aw6N9TJ1VXFPsGc7FAmtp2A864wQzcmFQd9pYo0xXv8+c3UIWXMT11TyYIhjkQFRcf497vAPm/M/BOCHjtTcLBwaQPARgJ8D8PcBfBPku/tBU+TDAH7tyr2rqLgFBADn8bF/Dt1sEWjb4DE3WG3bPrZAG7+ceVwAZZmT9tNDYwxoCsIG4jqgwmJJiLWEgPydC/o+GwEgGptSei5AYggsGXisdYP6NIga14BjlgFLCFBsy+ZZ70kJDAU2r41XkqAUOMyiLCiXj01uGA05Ycdvr2uJ+3GpuXGJCZ67mUp+yzMucP0a+9tq9ErnFG0UmCLPNEApV7ifPz/OEqFQ6odF6Z5M+bbuwjE+xCVtvzXDH7MIGEuVVerXXDNZL9zrsTnXlMrpcT0n6bSS0DjH6kKFMi/wetJpjLBbYmh6rZkJbGA7T2Sk9tOMWHKjlJ++RBjkgnGCmv5n/TWEQEOSrrAlQhdgIv/nFgolIkQDzK1imjIV3Hzk9F2xMrStXHif9wLxaTTVzaPBMJBaMO/dkoWSf8+UhXmN5M59W9qe1gvMCxqr7SvJk49r2HYJPpuIXbeN6bW9P4jnxshJOxZrpTNse/d6ztMcam/k35Zl3Eng5Oy3H5MQE/sJdvu8O+cQrhalLAMlwhSY1uwfE1cRli+VBBhZcboWDmnzPmnpDyF/Hjque93eJg61DPg+AP+Amb9fDxDRLxLRxwH8zwD+JIA/f4T+VVTcOuTjyHgHAV/pgN943vZalA+1wOsnHU5WXcxIINf0EecJvS28FQzbRqwB2jZaD4RECDTxYhtPQNGoIBdJAS/o29zTsSd9NoCS4N0x4d0XC5wsGE9Ot2BCFtcgbYRTbmsVMscsBNRdoO8Tcs29bqq3nDakUyhp9v0hq+n35IP2x25M7UZF879P9SO/B3k7Vpt11iDbXurcjG04vV8/IB9b0aSyu6aclk83lbn2JZ3Tv0sfshIxUsLUmIGSwJDSzHmUhEm7AbcmtpKXPe9rqc28LhqUsXXbNn159OV5tD8NqFiPFQp0e1w+l49hLKbBLmEZECHjBIRHBLxk4EXsWQvCk7gSVdNYCgZn63sStes+h3yahzwoZDK/TqRBKU0la0VIFgK2bbnHuXBq27KBMDsWoUl7vUTS9OpYzyCmvS85kRrqpvOEgEWTyM2GuXcXOI8aWg3y6N1+pkisLYD3zdxqYDfNP54E5hQ1vgFhDeDSrKbSs6FX2sCmWyRXFNF+U39n1D3Ba+v12gaEC/M1aMw/HUvIzqfvgCWbOK6py75/eTkt4zXvel0X77H2076DSik9SxjbnFurC30m0r2UpzNZUY3nhhAhnbNr58DOhX0PAMN3qaZOzS0Wcoy1f0wz9bE2La5ihTBGph0LU/dmivg+pL45mJq/mw7cqNhn3vexEHkVCAJLQD9EHEoGfAzAHySibzHHvg2SVeCDAP4GM3/mqp2rqLhLUG2PbvBaEJ53DeiyxbprxPc0BuUrpe7ro+73RAGnLASqOaBkIaDkQMn8XYVzKtTrN2RJe+9pgriZZ2DbEdab8us/CfFDlwFpL2UcSP1LCKYOuOMeUwEUvYA7dV43l9aU1sJuukNsd45GtyQUa31iEcB93fkcGVKCcyKgtGmyAmh+zgqlcW7NdU1cO2qBURrzmIZyzjhtm2M1sPuv/Z1vyqy2l824LaGTxmvbpEIdHv6MXQ/69xwCRLXNOnd2PFaIGbtv3rrAtz/UfE9tanlkXSR4zbgKM6V6rS+yFTZl406D++JR6qk12VbixAs5dhzWb7tMWOg1yYzaCrpqzVDqA7tjmwC0RJmVVcfU19shJzRKYxy/P+m+tJHg0GfS9lVhBc0kJORt22vsMSGVpvO+2/ps+0q4jBGIiH1Wf/ycrBnPaKLfF2/FAZQtBNKzPd7vEkpEsNQ3POZ/N7Gn+v9Tlj6yLrl/NpQQmhII7L0q9WeMFCi/K30wyOsnAna9E8esBuasxfJ9TmM6RKCcI1SPrVd/f/YhOvZpb1fbN4V918s+BMqc+3//sb9Fzn3CoQEE/42RUx+7Ql8qKu4NdHP9m+jwTtxBtiC8cbHE6y3jQ082aBtG0zBCyF+SDaUNZe8mEM3zgaj9J4gmHnmGgWCkaksIaL1ZH53FgKLfbMSKGYTLAFxeLHDWBixbITNaEqlV8nrrxj0nBBIRMSQErACpcwb3OxubK++vsXV6+OO9RjMKxstIzmik8c60HUz5MX9VFZCIUuon27cViSm0RibXjXYX50XhtY2WiFBMZWIojV8FDs19HGJBW9ZbIKhmrKQpzgOuJa1ViRDYhaQFHm56AWvaTVl7nqzRoFu+vyUhy8O2a+tMWvAkmFqLAJs6rzHHU1R4yupbmv5sC2P1JEy+zssrm7MyAvVFV2EmgPv0p/bYczOXpfbzvqX13Ufqh2icA8Qv3pIpei/8htFnPtD2Nq6cnrNZD6bmgZCCCwYkza4+Wiem7CUDGy7341kQC4APngQgMC66RsojBQ7czNjw5c9SakOPr+OKPgVlz7Ilu943V0xZHaTYCqlVS0ARcjcJ+85ic86+eyyZYuMD6HvExwzQZ6GU8s9b7nRIWTrUKmPT15/3hUfqnCKe5LrhNVNzqFZKpyAsQVkEfv8OsWtaLTx0/O+hGxWS0rxTtsblHPV99O2VCCAbOFTHeqjwfxUhUOHvxy7h+ab84D32EerHSIKbwBxC6TrbKJU5hASyeMiCsqJaBlRUVIwivSAYL8DoOsLm/RUaEk3x46WkKVwuuoHArhoqTTsICCnAbM+Z8saFAIjEATBIOSh1F/rKEz6/LMGMRNgXl4dFwcIBSHED1AReAxiWAheOCbAyjliGywLwwMKgUJfXflniQ3O8z/HdHyMtWldn6Ropw9mY1fwYyIkT22clAkqm2cV7NBDeh9rqMXiLESAXEL1Wntx5e/3YpmBMY+833rb/vdVEdl3urx6Q+uOhdfixeQRw5kud9y0nPTpXXgUY208fXG9jyowRJfa6Y2ydVKi6QC6Ij6Vy877lVjt7gUieTbRn74Vdo/o3sHtcfmNZFj7s/OZ9ViK2AUCcp3orPad+HW0BvL9u0BJw2jCaQFgw4RJDMsOjdLZEDKRx6POdCKcL8CDVnO2nh5JliVBL86CCuBfcfT8Yyb2itD7ZXGfNuRWleSkJiApyBFtXeEfpeJbRCmEX+ZnWFw+OjfXJHl+BMneUDowNksuL1qXExTKSfZ70mwO/xvX+2HkvkRe+nasIWMcUXOZo029aGBwb330X2PYR0MfO70sE7KrPX3Mblg13AQ+Z7qhkQEXFkSAatIBzAO+ybKxbED7MLR6FgEUbipovdQ3QV03TUEYIAEnYt5q7jCQAFwmBYVuJECgJyZsQhRrSf6mAdxew9SkhACQfXOu+MCZAegJgjtk2kH+U7G8iYKUBHPu+5QRF6YVeEibZHB8z6ddzLXEfTyERAokIsP+1Y7DCp2+/FOhPkUzYk7CqZf0cjllaUOG4NRtP18vaHBPo2R3zwoYna2yfyPw3N7FNlgvBnbPwbfn7mKw+OLsGSCa/dg2xu0bJFmvure5CdnxqUi2m4dSTdBZ+3mxfp0guHUcJep2msLOadu8SASTf+hKpon7mmk3Azru9Px77aOO0D2nOc6FRYdezj51hx6KEjW5kdgWsU031U2Y8YsIHV/LcLgLwImA0IrzHlBBq0ygCMt9CFMk4hAwY31b6ujVDQxOtDTr3PAIiwOrfS1j3KCuQi0Ds+7uNbWqwyZIFibeWKAmB9q1hnwkg3cMOKQaEEmyIV/vUpgovGE8JOmPnFkjrWvujhIxdPwEcI/RTn3FBj88VMq1QnIJQDp+3Q0zc5+A6heF9n/U5fZmyBLxpHKP9uQL1nPK7+uPvx75k1djxY47hoWBs//dQUMmAioprgm52fzMw2jVhsV71m8S3FozTRcDZSQciMclPaQgZbYs+sKAnBTTSv48noAKIPTZIZce5kG4FeBtkkEHomPFyKxq0RQyOqHVLf4f1WSsBrQcYWiPYrVELYIrH8C9gtSLQvqxif6zmPXByCRBha1x7XhI0rcafKHcrsAJjC+Csjb61nNrV8p6oUKirgQqkqhkrCYZ6zBMA0ufch1z7Vvo4W2HepnqzGl6vEbeY+8G3PuC2XQ9PAOgasS4FKpgki4NhvaU58+vNmvz7IHeebLDXWR92ayGxgKxt0TQnTb8KGIM1W5oA01cPXz4XyqkPfLZFHoyNkAvSti57/0vP4okTWVqIoLhFMlmeIqZsG/aY3mfrb61z3sax6Mza6zXewMa0r9D+a/53rX/NeUBDfy/V7BsQ0vO3100fB0YD55UwRcz494cEzZO+qzl6hxQhfpdFgHVR0fJr0wtPAjQATmMvUho6bSf58nLsg76R0zrhvn+aKtCj9OyP+QjnRIGWte+YnEzTcuVne3qu5pzTtfESjCVkDei62UTh31o+dHHeQsEiYIy43vVuLAn+VxUsbkswmSJnD63vJrHr+3iM+vctfxVh+josJKaepanyD1lzDgBMe47wHk1IJQMqKq4Rai2gUJPP1Va2sBJXQM6Re9Go64DGErCuA1KXbg5zUqAUrE+vB/KNWS+A9RYDSYgXQiD+FajPllCySLB1ABjEEpDf5jrXx5JLgRUO+3JxfPaYauX7cZo6rRAxdwNjtc02O4TfEFI8v6AoCBorBCvs6zhaTtfrORU2S4GpypYUu60/tI25G4zyHJUD1U1hrHzJ/cNq5JtCmZwQ2C2ElgiBsY17qa5y/TnJolDh1lsVqHl1KcuCF8D3gbfSSBYI05psL8COWSBIvWXtv/Vd1vGN1bHP5tOb9nvS0pIapWvtnKdUiGX/87F+MURY32BofTAGK6R6YVj7FeADzuV54neNx/4XEKuCzn8bOCfckgUT9WPRvlgrFW+xYP8b+r/yceUa/6EVgB3HGLjwe9fzuY+v/C6SoInvWCVZ1CJhE9vxKQ2BPIvAVP1T7hLXgavUP0eYoRkWhodi7J7PvaaEQywV5mrAbwpXJQR8XdeFV9EiwKJaBlRUVBwFvbUAAt7ZArSV12kLwgdAeGMZcLoMWCzSVk2tBBQtuLcYAID++2421aGwWRMhOlkYDLMbpN+WFAgsGjcEueakjcEFCZL+kNkQDbkGXoSgpFEdg1oleFN6K0T12kQCFmZTYwVx6wYQkAsZHcpESUlDrJp8JQG4UO4s9qPPChHnskPKU66ByQjpQ5I08kkQKWlqvbnxGKbKJDPdNC475i04mphzNEfOTWZtxPc5KJWy2nareWVQb6Fgy6bz45raElSM8Vf4YGm+fu9qob+tO4EKbFYDr9drQD9P6DSQlHIqsOr4ttHaoTSykoWD1JX6qEJ5vl4pW19jlg62Xj2u/bNjtOQBIVk/aCT/cnT4sgZVr1OcxPu+QiL2VBjTfm1h0yHm1z6h6I4Tj6lQr8/VFC4LJbxQXIIfD4GiD3oO7bc3qx8zCVdyuJT1xLZJbJ/LdF1ao/r8ylpYIgV9zNek3NXSplaT+a1i3Zao8wEES6TAmIBl17SdhataAuxThkAxmCNFskZWmrx/yoE1dxGQ16ldPib21mbOQEl4PUQjfh04pN67cN/s83Od/WHiayF87sIcXies0uQhopIBFRW3AGsqqYLEOQi0bbAOhHatfv2MRUxV2LbJemAsroAKsDYtoRWI+/OUNPoWwzSFiRQgiDtBF2QHr4J1yVJgyvpgCqUyFI8vYo0N5eU0LkBnNe/md1a/jotMWVemBQakgScEACECfMAyJSY2UdC3qcOsBtMKuqUpacxmfEprMKWN36XBVcFS2shNzFPZ/S0EfFueCEjjSlHhPQlgy++qX6FCsq1HSZiS6bKHXa92/nwmBi2rAn1edyrpzYxzQYImtdHeGqB0XsYrT5etP2mEpzeWPrZA2oymp1fbXmfjSn3wPRuzvrFzS7YMJ5/1jMQz45haBfb5YIxnAvBz6N1T7HkftX+q7YHVEvL4IiUSoGzxI/Ck1ZRfeWYdBcr6kz1PRhhUNzQ7G+l+pnfAcFzlfpQsJDwpULpynIyYLnMsKNHEpl2dpzFB6VUhAuYKi/6dc1u4Stt38Z5dV5/sWti11ufiLs7fdeIhZ0yoZEBFxS1DrQWeosNTRr8TbACcoMEH0OCNZcCjNr16ffaBWEWGuYSAJwBUcO/7x/lmcB0ABMKyERP9RcN9doMsCwIAG7DwEEKgIWl71QCrNqBjArMEOhTBO1kDWG2hnw7/yfPp/GS+ZCOvZv8quGtdSUgRLdxpy4k0iH1Ys6RAe46ALYA1BbEMiB9dplxreMpNpuVTwcQKTCVCwGskvaaXzHV2HuzfmjJrE49pakL10/dtmqHuRNJSlwWr9DuJE2MkgF/eJe2/rz/Vrtp7QSlYnY+sb3Eaj11MaJQXILM+zIarbzcfn03xpv2eY27p18Si/z2Mq2AJgSXs/UhlllELrNp3JU8WsPMkxzXaOsd/EowutQ3326JM9CTNtbUa8MKFr20LxoUhMU9I5vOUJV3cetC61sdZ4DorfNu5F2ueHH4DSGZu2qycQNNgEnjgxqF98PDa89Jzo3X5OZLvxOANV2hF3A0CU+Yjb62hSs+ArONxoWFsgywuUjRZBrgeYW4gBDP1Y2MALxGw2UNQPpQI2DW2Q0zcd+EYlgBjdXjh8TqEwVLb1+m6MBfXpVE/Jva99778XR/fbeMhkx+VDKiouKMQk2LGMwDrTYPFpunN5M9aEcJPFun11FsIgAY+uB6eEJDrk+AOGOHSa8njCYmcn6cinKoXpr7S35ZwaAm5sI0YmK8nAZI1gNcOZ+a1I+Mfmv1Km03sz4Zz6wJLBPTXOMJkEwgvoQGpgC3JhjPE+VB/3pfUYYkGLZMR2IYuAUMtfSIsrAbRasRL4/WChiUKABEkVFjSMkASDnydU6TA2LIb0xQrEVYSQsaInbF2x/rZYkyvWYYK9urCoBpXEYSTif+YWbS2mYT3qHmMR1SAHCM1pM7dFh+l1GR6X1U7bQkCCzv/ft15LTWgZEAe+E3X48oIuBtQMfK8natNPx/DdeFJAGuZoq4Mdlzb+Pyvkft9D8kzHx0+nwM7Zp85xJrj+7ti88b7987YuttnQzklZNqYMRdxdSnxkxGhExv8oak+40W8vmTxMrXmS7gObf8hdXRgvDRXBswTfPw45xIBh/TRf8fuIq4qEB9KVBxLk32Vtv3vXX2ZS6gcA9fhClKRQ77/D3eeKxlQUXGHof6nz82xJRPe3DZ41ACLJgniFiV3AYVPTWhN+62VgBciFSq8W1Jg1Ug6NUsIALnAk2mvXX99hoOWgNNlQNOI5cO2I6y7pg/Mp/EBghmPh9eUAuVNmgpDS096mLEPiAD9bxxrxyKYXMb71RHHuAEykdrHDTHWFAAGGjTyEWfqBXzbV43or1p6FYKs8GZ9qnf5cGYCgmlrEY/o39tCubE6pzCWGtEL9rm56bgGfkx4ZvNfv81S4Tlp7stt+LZVkEv9S9r3oeY2taoUgJIBWlatBlRIBHa7CljofbD3w6/LpNktzzuQ1pTNgKBrSuuwv1X4b/ux5UHwAmJMjHhRNzIcT2LMGbW/T+oPb6ExNzS1om0v1aPXJ+HcxkVQSwibSlJ/J0Ig1aFgpBgK+reWbQrl83gZY2uw/HtsXE2sa40U88NmCZnCkCDi6K6m46ABCVDq2xzBdVdfSlZac66bi44Y59hPkN01rqk52bf+qWv3qfcmhMJDCIFj9WtuPVP920eg39WX0vW7+ngsC4NKANw8qmVARUXFnUEHxlMEvB8Iv3XR9JvPxyCsGuDxMvSCuSUEFKUgepoqEBBtvwT0S/Cm/d6NYMvyYdXjbQysp/V5d4ESTlrG2Sr0cRG2W8JmS+iYsO3ECsBaBPjxWFKgcec0VoDXmgFRGCLps8YfUJSi/J+CsHJz+DIQ3gfjBXUIEE3qAgAz9Zv0EyZsGWjNDVhx01sFMMTFQM31V7HMGikInUZMf2IyNPiN85Q2eBPrWZITzux8IgkxXps65oM+Zi0wZu7t+zVlaj61bdL+aGA/Rpo3e+88CVByF1DBuDHzvYrH1siFYysoleCFfHsvNrGvSi6MCR2lcXtttt4rS6bo2DTtnA1EqetfLB4YJ0guDprdotReGoeSRsmS5MIU9OO2a0U1+8ksXczVSxkRRMtN2Vq2rgu+b6sZ1h9jcQ8WoD6Nol0D2mcpz9n4sndjoS3rXpT3eZyosZh73hMzPpPAGKY03M3OmSxfN1b3ISb0V910E9OVhL6xZ/JYVgBj79E5dR5LCJzT77F5uC5N/a61NBel/l3VhN7Dj32f+q9qnl+JgNvB3sv9Ht2mSgZUVNwzqFmsfdM08f+7QFhsCQ2RRPyPKAX7s+eYhyb+XpNvCQEv1Nt4A6JpjNpP/SibOvy1hJghoGEsF12fOWHNjcQECEkLajMOeI146MmP8bF6YUqv77WulGs306bbao3RBw5kln8bpFzlY1Cho+EGG+JMmNTrVGhrnShI5l+K8J9g/dBLGvISNB4DMyHo+uC8Xi/kW6FyytdehVIVHEskjK0/61eBELDl7fhKpbQ/VnCbE4xQ55bc79xc2pYf9r6k0SwLXuX+TN07S8aU3GF8jV5TToVzSnDYt0mpbzabwVg71kLBPpvDDX4StNVNoYShVUoifEpWJ1Nr3j73pTkmd35OPRa7hMdjkwCDfsV39r7WAFNtHKqdvyvas0MF1Zsw0T90jg4RAq/zfszRcs/p83X18ab8/K8qnO/Tz+siAmq8gGnM3UfcV1QyoKLiASBAgtY9B/DbndE8Q3xl3yDCqmGs2qFLATAUnG0Kwv6YswagkeMNRUsBiPBuq/ZxCQBg1TI+9PolukBYb1tsNhIbQN0CVDi3RIBoRPV4Pg4fXE81ofn4cu1ga/q2iKkCrXbPCryrBlg1yZKis3MEEUJfUMAW4hKwZMIKLV7nFicgnAA4ZzFb3cQyz6jDa9zia3jRZzM45xT1egkhCB6TEBEblmCFF1G7uyCg5dxk3hMeKugw5HpArBS8abeNLl8K7qbCo/pL2zY0r7rWc0Lo53ILMU+3zS0xzCYApNRfY1YIp/G6lCOeMoHXat2tmT/MeQ/r+76MxA2bNpTwsRgTHKZiVyyN5p5dOfWJV8HXP6p6D20AuNbUadsqbe3WyP3+1RrAkju+Pe2X1qfafIKkZnvUky8lekTu+yVs6j+1jEhWDV6413XqrTu8qO777IkpsTAYWhOcmntg22Pk93iXQKyruRS/Ie/n9N+HYt8I4fadUDqn2KW5vgruClngsQ8JsEtzv49gtStg3lzhb8py67Yw1feb6udUHw4hC65ibXAM2GDEpeMWc/p31BgQD1dWBnC3nq1jo5IBFRUPBOlFlWucGYSXDFx2hFVIGj4x5RfBVn39fWyBLG2hqd1aCngLAtsLJQc8WpK6TxYBi4VotbpA4hoQGmw7Mam3ZvuluqylQZ+r25ETgLF+GMxQ3Mgz0AYx/lbrABGUkvZbhUs1SFaiJLCalBM23KAjxppDjBWQa6kBuSdriIC0pdALRQEi3C9BvWBvTdNTEDPG1pAVQG7mn/vgxz6TuEpYAiWYidjln1zCUHNrr03WC15Q6kkk2393bu6ewpIeSfjn7NxcWJN6IPVbTa733ecMg4/l2nXrm64gV7aE0hnv7qDtW413citIY8pjToxbZFhywpIVNvo+QzYUNhXjmIWEXq9WI77vpWNj4506rn3UOpO5v5xbmPutFiF5fTkOCSB11zaQc/ozRRo8BMx1ZfCYU+42/MFLbiO3jasSATe1/sYIgZLQf1e152P98u4yFVcBH/T+vy+oZEBFxQOGBiC80APxXdYAOOMGKxDehKTTW7TpRef98D0poISAHBsX4hgiWHvrgEXLWLUBH/zAOYiA95+fYL1pcLFpsA6UpQz0EG9t6uvSPii5oRDygDJCoI1j0ijxAYiB/uSPJREW4F5Y13JQId2NLUTLhRUBDYs4umUlFBgrNHhJHboohui9eEEdnlHXC0WvsdT8LnU4jfdFtOYy241pu2PCGiLYpCCDwzSIVsO/konrsy8EiPVGPJxbVyBtxLxG1foiqzZaNaq7fP19oLsFNJVbEgjnbABVY6zX+j77ftq++fVUMhfX2AxdvP9TGtM5QpMVNht3zLuDeFKkRBSUytuxdm5ObDYDXS9qlaDkE/Xl87RzCrX4sCnsdO2em/YWkHgjW1dFSfiyQfyOiZzo46LWXmJzcG8hAKiVCuNyzx6VXAau0x9ecdObfL/W9/Hvvg4hdW4Avn3rmlPfsdLfHeMeXicBcCgpdBUi4K6RUHc5peB19uuuWZncNvZVLtw3VDKgouIVhMYd2IDRdSJ00jaZWp+RCNenbf5Rt/EEgGkrAQuG0VIy8IHHa7z2+BLrzQLrTYvzyxbbSAKo1YIXf1Rrr79VGAfE0qA1xVO/GA1RH/H/HBhoIxuIIKDZBLZMUcOZUv+p6X7jxiuCcNL4LhG1y5y2NI/ib33ZEiRw4OtMeNF0vVAk7gTyb2G0pr1Gl8Q1oANwFmtSYdXGKrAbOL0X5zzUomtfSkSAjhWRPNDyS6RNQp5mLtXSgFLwQx5mPLAB7xrTC61ThcqxzAIqsHurA9WmqyvC1Da7tIVKLgc5vPuD36zu0uZrKkJdG3pfKbYnVi1lUmCX+XmpHwolNUJsO5EDyTrAEiqpv8N+wFzTxtZ0TtRiQC0ClHBS8iuNNa//EDHIr4lDRSlPROjv3JXkMMwRdo6xqbxJrd+Um8Mc4e1QTfycuo6Nm9zwH+MeHhrb4VjYR1g+dh/3IZEPxVXM7/cNKriPcD+n7L5BEC0esuB7KGrMgIqKigcHFQLWmSAXU3BxgxMQllwWnBT7WgnoubPTDV5//SW+/Jtv4HLT4nLbZMK9aCpNvyjvh812QKaMQq0KlBBQ+kJ98G3wO40Y36p7AEc3BtceYp/s+GxQRSUVrMm6FxBVMFTN/wUHcAwm2IBwCs0+IFHa2dRFSIEKnzTi0rCOGQo2GMIy2WtDLMBZOHj4uAs2aF0bb3gyFy9/IBdxLtfIBS6Zo9SvJESmPPYLTGvBgUQG2HRx2X0ZG1s2rlzLrVrkNOc75snUU9Lke6233te16af2lcCja6X0PI09k9YVQdFF7b8nYLR++zz4uqyVQR8U1JA3Jdj7nbIvpL74vs5FyRUiP78/uqxOPrie28KY//Ax4S1hLHYJYWPCmhdgx8iCfQIeHgNz6jpkrm9Cu3ybmlw7vtsiqI6NQ10D7ooVwdR9uCt9vG94yNNWyYCKiooe8oGV1IUNA1/ZprffCiLsPmlEc7/oBeSEOaSAghloW0bbBDQxaJ8XsG2d9m8VkhaUXBgs2r4fFM3jGS0DrwfCOYBnYKyicKbm7hdBBLULcOZOQVB/e+rJg5aAk4ZjO9KbDhLETwRcL9gl4XWFFIRP6ieccYszEF6PAf1C7JcVdK12+UtB7tQpcmEUSCSPJSN046QCqWZEGPPvzrX+xjTfaH3HTLytltgKs717ACVXDXV3sNYD0jb3QQJfYuipt45tnCLvj+2vtquabO2DHatelwLZ2flQAiUJwbuIrjFrCa1f14AI03lqQSv8LyMplAv19nc+J3rNKgrwai0SXDnV1HOclzOQrPcCtP8E4DU0WEBSUr7gRGjo3PTrw83DyoxA89hPWVCUUFqfwzJXF0BK9ZeOTWliryK8Htv0/KrR9OfGFrDX+OOlc6W25h4fa9/jkLSChxIBc3Paj92XY1gHHCoYH3rfSpgzhkOtGHaVv0q/gTJZc+jzc5V7eZ2k0THrfRXjEHjLsYeGSgZUVFRkUELAmxCHKPAuAqElirnqo+AZNfcquO9yHVivF7i4OAERY9EymgZAEBcEn8ZQAwdaAU9hiQAf54BISAv5m2LfGCEQNqBMiGwAXELTA7JpJwmJ1gff94PAaIl6MiAL7ofcV7wxf59ygzYKvidR+KM4YVZQ91ofIRMYXZxdK8x6END7ijf+HxkrCnc9cy5g2/HY/1pMaXv7AHSsFgV5H9Ws3WqwxywEbAYBfy61N4wlUCqr51uke8ewJv3DyP6lNW3/tjEKBmsWYgmh/vxqhaDXpUj7ed/t3Kglhb8XlqSx522MjGSNMMy84aF90zFM+fhrm50hsewzA5TXxy4SwF5fLnezgtR1aCTHNtd32V/ZwromXVUw26fNEm4q/d59uC9TKN2bm/LXn7JiGFtLc+q6Sv/nPmta7roE4ut45o+RMeC+r/djoAYQrKioeOWxBmMNxjnQq30pCjVP0GAF4EnLA2IAGGr7f+u9E7z7bIWv/tBLPHl0ic22wXrTAJsGm0AxAB/1RIAEIeReeG2zuqN20rRBABaNHGiJ+/R5Jy3jEQhvMfCFNeE5AgIadGC8T53EDmDCCk3UPCdN+qrRtINSV8eJBOktBBrR7MemB1p0FTSfNMCjRcDJpkUHyejQMXBpxtBnR0BqT7Wvj0EIRuiyArQN0KcWANrnXvClVGevJecUKyAgkRIllLWi6aZcchI4VSjXeTg3x2Vukzm+apwtoVISCgOEuDlHSq2nLiBkjik0KJ7OvxVANUbDWTz/MjMdp8F1Y9YQY1DyIsRxav/EQoSgPv0yfzKOdSQFbByEbSR9FvFagPACKcLxBVJgQIuA9Oy22ZwMLQxKCGA813HycEkogQHI/ROXh+RaIATb8Bo7P8M29dzNCHbHwKFWAbuEil2b8V3a6kMFpKv4ou9DDJSOT7W5LwlQmr9D18ht54Ifw0ML9rbPWCx5cFXMSdd3E7E6/Jo9NAXiPgTHMco8dDykZ8yjkgEVFRV7Id/giQB2Ef8rwQiNEEjAinjg8x+YsA3A5eUCi0XAciG1djH1oRAB3GcDEMsAPWZMh/VjmdUdNd5B+0vR4oARovkAkWjLG2judalhyYQzNDiNQtfS9VtiClAv2LYMLBvOytjfGnzOBrsLADYMrDuSDAggbJmwYZlH1fLrHFrz+Q4pz7u2pYKz70OvRY6TY60gfLle+Dew5Ird3FuNMmPoEmHrtZpxvc5vKQi5Nrtvv1Cv98lPvzlrwx6bcmtozFxLAMFxjfS+JoIlywG9T9af3roJaJvpPPdECrl6FBI9IlkilPy6U4wGNsdpMOclWJJnrKQlBOw6K5MT40RAboEyf76va5N2l4SsklB7ExYFc+dA77l9Ro+tab6KNcBdtrI4ViDB2xKi98Uxn6nrHENpzdykUOzdTPZZv3ptFeKPA45Wgg8VlQyoqKg4GPpRP0cQiwGDVdSyv87Ua9XVWoAhQvWzl0ucrDo8PtugoRZdkOCFCEBHIvwDKT1gE4/pJ9HGKFBoEMCOctNuhpgVqPuAaqVfUAf1Gz9DgzeIcNawCPmEmImAsA6ENYvmXwWyBYCGRagXwVz6awVrr01lSOq18yDtNMR4Zysa1Etwr9FXzbZu8iwR8BIaM0BabYww5oPIWSFYBTVvPm+DBMIdV6S4A+Vzdowt5WSC1q19UmJD61L/du8Xb+Hr8O0TRMOeri+TDGlsGgVfCIELpIB6ebvTGwArpNvfHttYQj+6SgzYTTybayUtKPrUfxossSRg60of22TbNZT+zgV4Px4pl28+J4xFsnmS4IPD44q51gDXaXJ+U+bsFscgF25jcz83UOCx651T/74R24HrNXm+T8LXoXEv7gJuo5/XfW+P9U66T2vwPuEhz2olAyoqKq4FmuLtKYAm5ALoMgpFgVusOznaEHCyFBGCNg0Ck0RvDRytAuRaNppQm+LPIxEI6P3i1ZKgJQmEeMIN3uSmFxr1hbgOoq339amfvYLMOUBIgzHoGQ3itmRCE5Iwplp2hqYKlHEvYDVuIo7p36egfi41NeKFmRNNiajoWMqdNImYURcCFfQ6pj6NnBdwrfuD30haQVHzzFvB2mc80LLJCiIXNb0fqO3TrsBlY5YAeVnVplMvKGt5SzgskCxBuoK9gr1mqj01y6dYn7oMeAwtQvI2bRuDOA+9hcRuk2hGIlwsEWTHM0ailP7O0/LNIwB8/0rWAPuakY9hrun5vpvwQ8pn8TJuMEXgGK5KUtxGbADgcKHnugO1HdKvORYfu3CXLFkeAm46Q4JFiZyfs26vI6bBbVpH3CWEBzzuSgZUVFRcC0Rg5EEe8wbACRosAbSB0G2AlhZYLQNOVx3ahrFcMDpmhAAEUuHfCDiMzF2gBBW7VFC35EDHIhCfQEmC3AVAI+fbPqtJvrg8cBbo0IprjNys3m/Qgim5YNFKb50gpcRAMONu+2vVtD0nAlbRXaHraCDc9L0j0dpbq4deOI0ZHRDnrKU0rnQujol3C1dWaNd5ycvk9zQRAvkVPgWgF/hLQQQtEbBLs68acmtBoNYCPsCetxrw7U5BhXqdU2/hkAmISOvGrqGxoF/+XjBSOs1dCO6/nhSwfZVywzSIch0hESzzsEtwGSN79sFVhKNjCVa7hLTrIATmCrz3RRPs8aoKJLtwlVgP9wnX7eZwm0TAoShl0biO/t8FAvOmMWZh+FBQyYCKioobRQBwiYBLAOcsEn170WB10eAMS3ztaxu89niNk7W4Daw3DbpAIqhzbn4+DbUeKG+INROBZjDQgICBc99265IgWQPkd2uuH7NUCAxwjHvQQfregrCEpEVcNiJkb4MIixtwH1BPzdw1qjxRSqXXRWuG3hSeAQqEZcN48ySAWWIS2L4QgJOFZFfYBgKxzEGWkSH+WzY6bntOhHeKMryOx2r8kwAOd3X5Q6ruAknw5cG1ep31R7YxEgiivVdLlGCOA8naYgzarpIR4q4g4nSL5E4A8MC6YV8wxMVDAzwujMiupvsthCx7GWkhAs3e2O9LAOx7TvvZmflK1817MMctFXZfv4/m81Bh6DrjD2j9RQJoz837XE3ymBWNP38bmNP22D2/qkBy2zEExuKflGDHeqgFwT6xH3z/5lzjy9+EwHhdbg5jfb9uguBQIueqa2MKpWfkVSMCFA951LdKCv/f+NnbbL6iYm/UNXscqMZzEwXgCwScg/ECjGfnCzx/ucR6KyRA2zLahsUvn4aB7nbBC7zj5ZLGH0iCsT/XZ0to5F/ft1hOzxNEuy4EAvcm+zb4npThaJJd0vBqJHrTTyBGlS+bgjeQedJxfCb83b4vffnCdMg1w2CPMv4y2aH90WM6Bsa8D6eW8yb9pd+irac+8GPWd+y7eU0tqHtAyXJBiYJkhXB14aGLdWoMCDXVV+FayYdyGr7bh73Hmnpxt/VFeX2P4R9f8T17F+ZpDg7dgB0S1T6M/LtJHNKH0nkmvnMCyeeOuDfQ+0tMxd9z0Lh/14FD19B9tka5znXn53PO3F6lP5/jup/dB/Z7N+fffUIlAyoq9kBds9eHDRjPEfC5bcAvPmvxG8+WePelGC81TRRUkRMCgcViQLIPUPa3PRai+b/9p2Ws5lw1/vpP/7YkASB9ycqNkAL2X0uMJclLdwPgOWvKRAl81wLoKKWKS/Mi/ubcuzJI+RRoMAXOC9HVIQT5vWXCZ/hnsWoZqzZg2xG2IbpCcIpxoPOpwRXh5iqwxFC4ZEkbuDEWGisaBsGz8B9GKwRoyjwlhUp++6p1OgVwEv+tonUF4jmZP8qIljGkqP3cWwFsCh9whmSauADjJUKfwcGm/NsHdqPXxbqVAGMoyZMsQXbVcxU/dwt2/5s6Z/9n4yyUyJt9BU4y/xt7z84RHG9DwJ1CKSjn1P3aJfCNpTsbwy4B5tjkwJjAf4g1yk3ey6sKzZYMUMG99G8u7mrmA6D8/tn3Xl0HUXGsuq4iYO8zD3Oej5L1EHAcYuJX8feudP2rBE9+PzQy4KhuAkREAP4qgE8A+BKAP8HMXzxmGxUVFQ8bIvwxnoGx7gjr58tewF4ZCwGPzCTd/GGF+JJG3F7rYwDI38mNQM8GJiwaFSqT+4KSDr4dCWAo7gJE4nNPANbRTaL3VTepElXbrVYGOmbmFHyOEQVIYwmwDfnkcDwWm0Lg1B9wIkH8HPlQeRvONyZ2zqaIgPR7HKXbosdkw0g9KUAkKR11BpYgrOKxAEKHPCvBLleFqU+2JSbGfOWpUL6EqQ3zJXiwkfXZFEo4ht/smGvBLrP93jUmXr+P2fN9whxB5xDT6n3qV1xFQDzULP4YcRvm4Bhr+Ri4T0H49jXFnzu2fe+5P7/vOrtrc34VF4djZMg4BmrMgOPjLq3RY+PYMQO+HcDbAL4ewHcC+CSA7z5yGxUVFQ8cAcBzBDwHAJbsAysmvMmEk0Z87QHR0IsFQH69/VO17/bcOClgSYBUjw0mGGIqQZs5wBMBJXJBj2s8ggDRsqt2VUzg5YIOjBNjDq/a4oBIJiAFFGyQuwBsgloiACF+vS46yggDBmHDOq6hMOehsQmyOdExuuP9PI0Ik0p0lK9JsGPX9lqSYImarSDFX2CsGpnvF6Fc91hf9oElBEpR9MfGNd0H7q0OuqwumhUD4NgbFHZ9KB0vlQ8z+jqHMBhr56Y3Yk3h9xyhqHQdkOZyTmyEku/vLu3/dWBuwMpjYQ4hcMyx3mbcADvWq8zpIYRAqS+l81e9z3ddaPTjy57XO9L3ueTCTa/juzI/N4eh5dxDwrHJgE8A+FFmZiL6cQA/eOT6KyoqXkF0YFwAeIeBtgOoE9/xBcRMfUWcCcSqNVf4V/hYJgBgSAQAueaP4zVdEDJiVwwD7oUAHUuqawMRJtcQU/U1BTGXJ8Ylt1gy4QxNbwnQItfi+29xIjPkxKphtJ18wtZMeNxIpgACY0liVr/mfIx5ffm50pyU4ImAzNSxUJdFLkCJS0AfODBaYCzUCiJaJayZsA4pfd+cPmn9U5/3OdurUhC9sTGWNv02QODcAIDlfuzGnM39WB/mEANTmL2pHWl/jpBySACufbTRc60EfLBAydhRtpKZtJgxD/htB7yzmJrn67QQObbwofN5WxYJuj6OIXQrDpmjXQTBVTBHaDxWW1ex0NHr74J1ioXtk30H3JV3wasCUeBUMmAuvg7AFwGAmddE1BJRw8yDZ/0Sz3CB9/Fp/IXs+EfxzfgovvnI3aqoqLjPkBcIZ4LeEiTacyYsY/rBsc+jpiLc2c6Od32/eZvxTZgq44WB5EMPbIixQZAo+EQ45bQ90UCG6e8xE29CYNGWW/cCraNjkxmBKYvOPybw7yICxgTrqwpm1iqCIWTKKranxErH4oO/Hqn3Oj7iJfcAm15Py8whBG4KdyXt2FXbnzOHNz3PY8J6QJ6i8rbm/jqEh2PM8RTJkcUicQLlQ9FM3vazWHG/cFuk4F1z5bhxEBAewPtmDMTz83Ttrozo0wD+HDN/Nv79T5j560fK/haAFwDeOVoHKiquHx9CXbMV9wt1zVbcN9Q1W3HfUNdsxX3DsdfsR5j57SPWd2fwqPkIf8PiP9zrml/Y/LufYeZvuqYuHRXHtgz4dQAfBvBZIloCuBgr+FAXTEVFRUVFRUVFRUVFRcXDwEN2Ezi2e8xPAfiu+Pu7APzMkeuvqKioqKioqKioqKioqLgRTKXaLf3vPuHYlgE/CeBbiejzAL4A4DuOXH9FRUVFRUVFRUVFRUVFxbWDwQ/aMuCoZABLAILvOWadFRUVFRUVFRUVFRUVFRW3gUoGVFRUVFRUVFRUVFRUVFS8YqhkQEVFRUVFRUVFRUVFRUXFKwTGwyYDjh1AcCdI8NeI6P8lop8noq+96T5UVMwBEf2rRPSX4u9/moj+NyL6NSL6y6bMnyKif0JE/5iI/tDt9bbiVQURNUT01+Pa/EdE9Afqeq24yyCi14jovyeiX4nr9GN1zVbcB8T37c8T0R+pa7biroOI/lci+uX478fqmj0cgfb7d59wG5YB3w7gbQBfD+A7AXwSwHffQj8qKoogIgLwlyEZMf56PPyfAPgBAJ8C8Cki+jiA/xPAnwXwzwJ4C8D/AOD33HiHK151/DHI+vsIZP39GIBfRV2vFXcXfwbAzzPztxHRJwD8RQAb1DVbcffxpwF8NP6u+4KKOwsiagG8b3PdE9GPo67ZvfHQLQNugwz4BIAfZWaOi/IHb6EPFRW78Hf1R3yhfgzAH4/r9m8C+BYAXw3gp5j5fQDvE9GXieh3M/Ov3E6XK15RfDXiOxXALxHR2wDeRF2vFXcXfwfA5+PvDwB4BuAPoK7ZijsMIvqnAPxLEEGq7gsq7jo+DOBL+kfdy14FDzubwI27CQD4OgBfBABmXgNoieg2+lFRUQQLPgXgH8VDHwLwbhS2AOA3IC/Pfi274xUVNwZm/hFm/tsAQETfC+ApgK/U9VpxV8HM/wszf5mIfgHAfwXgJ1DfsRV3Hz8E4PshisK6L6i46/gIgN8b3Qf/IYB/HnXNHgQG0IH3+nefcBtCOAPYmr+3zBxuoR8VFXPh16y8F8aPV1TcKIjoMRH95xAT1u9GXa8V9wDM/PsAfBzAX0JdsxV3GET07wD4h0ZbWvcFFXcdLwD8FwC+CcD3Afhp1DV7MEK0Dpj77z7hNsiAX4eYroCIlgAubqEPFRX74LcBfND8/WEAvwazlt3xioobAxE9AvBzAJ5DPvqfQV2vFXcYRPSfavBgZv77AE4hmlZFXbMVdw3/IoB/k4h+GRKn5ZMAfoc5X9dsxV3DLwP4YWbeMPMvAPg/APxec76u2T1QyYDj4qcggdkQ//szt9CHiorZYOYOwC8S0cejz9WfhKzjvwPgjxLRGRH9bgBPmLm+QCtuGt8H4B8w8/cz80VdrxX3AC0kgDCI6PdD4gf8Ql2zFXcVzPxvMfPvYuZvAPDjAL4XwGfqmq24w/jTAP5jACCifwbA6wA+Xdfs/mAwOgp7/btPuI0Agj8J4FuJ6PMAvgDgO26hDxUV++LPQqK0fxDA32DmzwAAEf0IgM8CWAP4t2+vexWvMD4G4A8S0beYY9+Gul4r7i4+CeC/JqLvA/AORLBao67ZivuFui+ouMv4Ych79nMA3gPwpwB8GXXN7g2NGfBQQSmOREVFRUVFRUVFRUVFRUVFBQAsmq/l11b/wV7XPL3885+xaR3vMm7DMqCioqKioqKioqKioqKi4k6DAXT0cJXn1TKgoqKioqKioqKioqKiosKBiH4aeZDbOXiHmf/IdfTn2KhkQEVFRUVFRUVFRUVFRUXFK4bbyCZQUVFRUVFRUVFRUVFRUVFxi6hkQEVFRUVFRUVFRUVFRUXFK4ZKBlRUVFRUVFRUVFRUVFRUvGKoZEBFRUVFRUVFRUVFRUVFxSuGSgZUVFRUVFRUVFRUVFRUVLxi+P8B7VTmN9XEfGoAAAAASUVORK5CYII=\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(16,4))\n", "image = plt.imshow(Tslice_xz.T, origin='lower', cmap='plasma')\n", "cb = plt.colorbar(image, label='Kelvin')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "0b754b2d", "metadata": {}, "source": [ "Looks pretty neat! Seems like in this simulation, higher density corresponds to lower temperature. That scale doesn't give us a great sense of the range of temperatures in the data, though. Let's try a log scale again." ] }, { "cell_type": "code", "execution_count": 70, "id": "e83e60bf", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(16,4))\n", "image = plt.imshow(np.log10(Tslice_xz.T), origin='lower', cmap='plasma', vmin=4.0, vmax=7.0)\n", "cb = plt.colorbar(image, label='Kelvin')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "cde6b786", "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": "3.10.14" } }, "nbformat": 4, "nbformat_minor": 5 }