{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# GEONE - DEESSE - Simulation path and additional output maps\n", "\n", "## Main points addressed\n", "\n", "- how to retrieve additional output maps from deesse (simulation path / error / TI grid node index / TI index)\n", "- deesse simulations with different simulation path types" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Import what is required" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import time\n", "import os\n", "\n", "# import package 'geone'\n", "import geone as gn" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "sys.version_info(major=3, minor=13, micro=7, releaselevel='final', serial=0)\n", "geone version: 1.3.0\n" ] } ], "source": [ "# Show version of python and version of geone\n", "import sys \n", "print(sys.version_info)\n", "print('geone version: ' + gn.__version__)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Training image (TI)" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([0., 1., 2.])" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Read file \n", "data_dir = 'data'\n", "filename = os.path.join(data_dir, 'ti.txt')\n", "ti = gn.img.readImageTxt(filename)\n", "\n", "# Values in the TI\n", "ti.get_unique()" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Setting for categories / colors\n", "categ_val = [0, 1, 2]\n", "categ_col = ['lightblue', 'darkgreen', 'orange']\n", "\n", "plt.figure(figsize=(5,5))\n", "gn.imgplot.drawImage2D(ti, categ=True, categVal=categ_val, categCol=categ_col, title='TI')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Hard data (point set)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "*** PointSet object ***\n", "name = ''\n", "npt = 7 # number of point(s)\n", "nv = 4 # number of variable(s) (including coordinates)\n", "varname = [np.str_('X'), np.str_('Y'), np.str_('Z'), np.str_('code')]\n", "val: (4, 7)-array\n", "*****" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Read the point set\n", "data_dir = 'data'\n", "filename = os.path.join(data_dir, 'hd.txt')\n", "hd = gn.img.readPointSetTxt(filename)\n", "hd" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "# For further plots:\n", "# Get colors for hard data (according to variable of index 3 in the point set, and color settings)\n", "hd_col = gn.imgplot.get_colors_from_values(hd.val[3], categ=True, categVal=categ_val, categCol=categ_col) \n", "# # or equivalently:\n", "# import matplotlib.colors\n", "# hd_col=[matplotlib.colors.to_rgba(categ_col[int(v)]) for v in hd.val[3]] # colors (converted to 'rgba') \n", "# # of hard data points" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Getting additional output from deesse (class `geone.deesseinterface.DeesseInput`)\n", "\n", "Additional information consisting of output maps (whose support is the simulation grid) can be retrieved in output when running deesse.\n", "\n", "### Simulation path map\n", "It consists of an index attached to each simulation grid cell. The indexes give the order in which the cells are simulated.\n", "\n", "### Error map\n", "It consists of the (relative) error attached to each simulation grid cell. The error is zero if the acceptation threshold has been reached, and positive otherwise. The error map highlights the regions where the simulation has been done without reaching the threshold and then where the reproduction of the structures might be poor.\n", "\n", "### TI grid node index map\n", "It consists of an index attached to each simulation grid cell. The indexes give the index of the grid cell in the TI of the retained candidate during the simulation. The TI grid node index map can be useful for highlighting the regions in the simulation corresponding to *verbatim copy* of the TI.\n", "\n", "### TI index map\n", "It consists of an index attached to each simulation grid cell. The indexes give the index of the TI that has been scanned during the simulation. Retrieving this map makes sense only if the number of TIs used is greater than one.\n", "\n", "**Remark**\n", "In any of these maps, the value `nan` is set for cells that are not simulated, *i.e* conditioning cells or masked cells.\n", "\n", "### Filling the input structure for deesse and launch deesse\n", "To get such maps in output, set corresponding flags (keyword arguments) to `True`:\n", "\n", "- simulation path map: flag `outputPathIndexFlag`\n", "- error map: flag `outputErrorFlag`\n", "- TI grid node index map: flag `outputTiGridNodeIndexFlag`\n", "- TI index map: flag `outputTiIndexFlag`\n", "\n", "Note that, by default, these flags are set to `False`." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "deesseRun: DeeSse running... [VERSION 3.2 / BUILD NUMBER 20230914 / OpenMP 19 thread(s)]\n", "deesseRun: DeeSse run complete\n", "Elapsed time: 0.91 sec\n" ] } ], "source": [ "deesse_input = gn.deesseinterface.DeesseInput(\n", " nx=100, ny=100, nz=1,\n", " nv=1, varname='code',\n", " TI=ti,\n", " dataPointSet=hd,\n", " outputPathIndexFlag=True, # get simulation path map in output (default: False)\n", " outputErrorFlag=True, # get error map in output (default: False)\n", " outputTiGridNodeIndexFlag=True, # get TI grid node index map in output (default: False)\n", " distanceType='categorical',\n", " nneighboringNode=24,\n", " distanceThreshold=0.02,\n", " maxScanFraction=0.25,\n", " npostProcessingPathMax=1,\n", " seed=444,\n", " nrealization=1)\n", "\n", "# Run deesse\n", "t1 = time.time() # start time\n", "deesse_output = gn.deesseinterface.deesseRun(deesse_input)\n", "t2 = time.time() # end time\n", "print(f'Elapsed time: {t2-t1:.2g} sec')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Retrieve the results (and display)" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Retrieve the realizations, the simulation path maps, the error maps and the TI grid node index maps (lists)\n", "sim = deesse_output['sim']\n", "path = deesse_output['path']\n", "err = deesse_output['error']\n", "tiGridNode = deesse_output['tiGridNode']\n", "\n", "# Display\n", "plt.subplots(2, 2, figsize=(8,8), sharex=True, sharey=True) # 2 x 2 sub-plots\n", "\n", "plt.subplot(2, 2, 1)\n", "gn.imgplot.drawImage2D(sim[0], categ=True, categVal=categ_val, categCol=categ_col, title='Real') # plot real\n", "plt.scatter(hd.x(), hd.y(), marker='o', s=50, color=hd_col, edgecolors='black', lw=1) # add hard data points\n", "\n", "plt.subplot(2, 2, 2)\n", "gn.imgplot.drawImage2D(path[0], title='Simulation path') # plot simulation path\n", "plt.plot(hd.x(), hd.y(), '+', markersize=15, c='r', markeredgewidth=2) # add hard data points\n", "\n", "plt.subplot(2, 2, 3)\n", "gn.imgplot.drawImage2D(err[0], title='Error') # plot error map\n", "plt.plot(hd.x(), hd.y(), '+', markersize=15, c='white', markeredgewidth=1) # add hard data points\n", "\n", "plt.subplot(2, 2, 4)\n", "gn.imgplot.drawImage2D(tiGridNode[0], title='TI grid node (index)') # plot TI grid node index map\n", "plt.plot(hd.x(), hd.y(), '+', markersize=15, c='r', markeredgewidth=2) # add hard data points\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Specifying the simulation path type\n", "Several types of simulation path are available. It is specified by the keyword argument `simPathType` (of the class `geone.deesseinterface.DeesseInput`), which is a character string:\n", "\n", "- `random`: random path (default)\n", "- `random_hd_distance_pdf`: random path set according to the distance to the ensemble of conditioning cells based on a probability distribution function (pdf): cells closer to a conditioning cell have a higher probability to be visited in the beginning of the path. It uses the keyword argument `simPathStrength`, a float in between 0 and 1: the closer to 1, more the path will be guided by the conditioning cells. (For unconditional simulation, one cell randomly chosen in the simulation grid will play the role of conditioning cell.)\n", "- `random_hd_distance_sort`: random path set according to the distance to the ensemble of conditioning cells based on sort: the cells are sorted with respect to this distance combined with a random noise. It uses the keyword argument `simPathStrength`, a float in between 0 and 1: the closer to 1, more the path will be guided by the conditioning cells. (For unconditional simulation, one cell randomly chosen in the simulation grid will play the role of conditioning cell.)\n", "- `random_hd_distance_sum_pdf`: random path set according to the sum of distances to the conditioning cells based on pdf. It uses the keyword argument `simPathPower`, a positive float to which the distances are raised before computing the sum, and the keyword argument `simPathStrength`, a float in between 0 and 1: the closer to 1, more the path will be guided by the conditioning cells. (For unconditional simulation, a random path is used.)\n", "- `random_hd_distance_sum_sort`: random path set according to the sum of distances to the conditioning cells based on sort. It uses the keyword argument `simPathPower`, a positive float to which the distances are raised before computing the sum, and the keyword argument `simPathStrength`, a float in between 0 and 1: the closer to 1, more the path will be guided by the conditioning cells. (For unconditional simulation, a random path is used.)\n", "- `unilateral`: unilateral path which uses the keyword argument `simPathUnilateralOrder` defining the order the axes (x, y, z\\[, v (variables)\\]) will be handled (see the doc by typing `help(gn.deesseinterface.DeesseInput)`.\n", "\n", "Some examples are given below." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Random path according to the distance to hard data point set based on pdf" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "deesseRun: DeeSse running... [VERSION 3.2 / BUILD NUMBER 20230914 / OpenMP 19 thread(s)]\n", "deesseRun: DeeSse run complete\n", "Elapsed time: 0.52 sec\n" ] } ], "source": [ "# path: 'random_hd_distance_pdf', strength: 0.8\n", "deesse_input = gn.deesseinterface.DeesseInput(\n", " nx=100, ny=100, nz=1,\n", " nv=1, varname='code',\n", " TI=ti,\n", " dataPointSet=hd,\n", " outputPathIndexFlag=True,\n", " outputErrorFlag=True,\n", " outputTiGridNodeIndexFlag=True,\n", " simPathType='random_hd_distance_pdf', # set simulation path type\n", " simPathStrength=0.8, # set parameter for the path\n", " distanceType='categorical',\n", " nneighboringNode=24,\n", " distanceThreshold=0.02,\n", " maxScanFraction=0.25,\n", " npostProcessingPathMax=1,\n", " seed=444,\n", " nrealization=1)\n", "\n", "# Run deesse\n", "t1 = time.time() # start time\n", "deesse_output = gn.deesseinterface.deesseRun(deesse_input)\n", "t2 = time.time() # end time\n", "print(f'Elapsed time: {t2-t1:.2g} sec')" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Retrieve the realizations, the simulation path maps, the error maps and the TI grid node index maps (lists)\n", "sim = deesse_output['sim']\n", "path = deesse_output['path']\n", "err = deesse_output['error']\n", "tiGridNode = deesse_output['tiGridNode']\n", "\n", "# Display\n", "plt.subplots(2, 2, figsize=(8,8), sharex=True, sharey=True) # 2 x 2 sub-plots\n", "\n", "plt.subplot(2, 2, 1)\n", "gn.imgplot.drawImage2D(sim[0], categ=True, categVal=categ_val, categCol=categ_col, title='Real') # plot real\n", "plt.scatter(hd.x(), hd.y(), marker='o', s=50, color=hd_col, edgecolors='black', lw=1) # add hard data points\n", "\n", "plt.subplot(2, 2, 2)\n", "gn.imgplot.drawImage2D(path[0], title='Simulation path') # plot simulation path\n", "plt.plot(hd.x(), hd.y(), '+', markersize=15, c='r', markeredgewidth=2) # add hard data points\n", "\n", "plt.subplot(2, 2, 3)\n", "gn.imgplot.drawImage2D(err[0], title='Error') # plot error map\n", "plt.plot(hd.x(), hd.y(), '+', markersize=15, c='white', markeredgewidth=1) # add hard data points\n", "\n", "plt.subplot(2, 2, 4)\n", "gn.imgplot.drawImage2D(tiGridNode[0], title='TI grid node (index)') # plot TI grid node index map\n", "plt.plot(hd.x(), hd.y(), '+', markersize=15, c='r', markeredgewidth=2) # add hard data points\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Random path according to the distance to hard data point set based on sort" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "deesseRun: DeeSse running... [VERSION 3.2 / BUILD NUMBER 20230914 / OpenMP 19 thread(s)]\n", "deesseRun: DeeSse run complete\n", "Elapsed time: 0.19 sec\n" ] } ], "source": [ "# path: 'random_hd_distance_sort', strength: 0.5\n", "deesse_input = gn.deesseinterface.DeesseInput(\n", " nx=100, ny=100, nz=1,\n", " nv=1, varname='code',\n", " TI=ti,\n", " dataPointSet=hd,\n", " outputPathIndexFlag=True,\n", " outputErrorFlag=True,\n", " outputTiGridNodeIndexFlag=True,\n", " simPathType='random_hd_distance_sort', # set simulation path type\n", " simPathStrength=0.5, # set parameter for the path\n", " distanceType='categorical',\n", " nneighboringNode=24,\n", " distanceThreshold=0.02,\n", " maxScanFraction=0.25,\n", " npostProcessingPathMax=1,\n", " seed=444,\n", " nrealization=1)\n", "\n", "# Run deesse\n", "t1 = time.time() # start time\n", "deesse_output = gn.deesseinterface.deesseRun(deesse_input)\n", "t2 = time.time() # end time\n", "print(f'Elapsed time: {t2-t1:.2g} sec')" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Retrieve the realizations, the simulation path maps, the error maps and the TI grid node index maps (lists)\n", "sim = deesse_output['sim']\n", "path = deesse_output['path']\n", "err = deesse_output['error']\n", "tiGridNode = deesse_output['tiGridNode']\n", "\n", "# Display\n", "plt.subplots(2, 2, figsize=(8,8), sharex=True, sharey=True) # 2 x 2 sub-plots\n", "\n", "plt.subplot(2, 2, 1)\n", "gn.imgplot.drawImage2D(sim[0], categ=True, categVal=categ_val, categCol=categ_col, title='Real') # plot real\n", "plt.scatter(hd.x(), hd.y(), marker='o', s=50, color=hd_col, edgecolors='black', lw=1) # add hard data points\n", "\n", "plt.subplot(2, 2, 2)\n", "gn.imgplot.drawImage2D(path[0], title='Simulation path') # plot simulation path\n", "plt.plot(hd.x(), hd.y(), '+', markersize=15, c='r', markeredgewidth=2) # add hard data points\n", "\n", "plt.subplot(2, 2, 3)\n", "gn.imgplot.drawImage2D(err[0], title='Error') # plot error map\n", "plt.plot(hd.x(), hd.y(), '+', markersize=15, c='white', markeredgewidth=1) # add hard data points\n", "\n", "plt.subplot(2, 2, 4)\n", "gn.imgplot.drawImage2D(tiGridNode[0], title='TI grid node (index)') # plot TI grid node index map\n", "plt.plot(hd.x(), hd.y(), '+', markersize=15, c='r', markeredgewidth=2) # add hard data points\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Random path according to the sum of distances to hard data points based on pdf" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "deesseRun: DeeSse running... [VERSION 3.2 / BUILD NUMBER 20230914 / OpenMP 19 thread(s)]\n", "deesseRun: DeeSse run complete\n", "Elapsed time: 0.54 sec\n" ] } ], "source": [ "# path: 'random_hd_distance_sum_pdf', power: 1.0, strength: 0.8\n", "deesse_input = gn.deesseinterface.DeesseInput(\n", " nx=100, ny=100, nz=1,\n", " nv=1, varname='code',\n", " TI=ti,\n", " dataPointSet=hd,\n", " outputPathIndexFlag=True,\n", " outputErrorFlag=True,\n", " outputTiGridNodeIndexFlag=True,\n", " simPathType='random_hd_distance_sum_pdf', # set simulation path type\n", " simPathPower=1.0, # set parameter for the path\n", " simPathStrength=0.8, # set parameter for the path\n", " distanceType='categorical',\n", " nneighboringNode=24,\n", " distanceThreshold=0.02,\n", " maxScanFraction=0.25,\n", " npostProcessingPathMax=1,\n", " seed=444,\n", " nrealization=1)\n", "\n", "# Run deesse\n", "t1 = time.time() # start time\n", "deesse_output = gn.deesseinterface.deesseRun(deesse_input)\n", "t2 = time.time() # end time\n", "print(f'Elapsed time: {t2-t1:.2g} sec')" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "image/png": 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KCrqVFxQUaPsaGhqQn5/fvRJmM7Kzs7Vjvs4DDzyAe++9tzerKgjCMU5tbS1KS0vTOjYcDqOqyIEGX8/uUVhYiB07dhwXLwj5HhUE4ev0+Hu0wo2GpkSP7nE8fY/2lGMi4+Mdd9yBn/70p9rfHR0dKC8vBy4FYD1y9doXz/1405GuwjHBrq2b8fY//o4v338bsShZ2AaNHY/TvvVtTJp1uljXhL3S1dmJ62eMR0ZGRtrnRKNRNPiA2scAjyO9c/xdQNmPGxCNRo+Ll8O+vkdf/qIcLrcRr7bT6mKGmf1nqkM5AICh7u6pugHAaWJrVkM0U9tujrgBAJ+tGayVnTNuBQCgv4NThv9t64kAAI+d7zcpr0bb/qCWzs9zs1O83RwHALR18UMclkXGmU0+Nu7U7czRtjML6PzEZ1la2YjzNwIAWsNOrWz7yjLaMLKC0t2vQ9v213kAAMX9mvk+O3IBAN4Sv1YWCFDdcubbtLKOs4LadjJB32tKkq2Hxho6J+7ke5sKQlTWxHW0FXNfhDvp+mYrT3jev/kxFAT8aMzwYM7Pbqf7Wema5gDfzzuBnkPnQjZ4KZO4DRYTXdPv53622mP0v4XvZ7PQ87CZ4tw+hb+3qzJbAQBb2/O0slwX9UVjJ39+pxRUU1mEy3b4+BnmOqndDQGPVjY8j8ZknpX7ZJSrFgBQH/Nib7xVR5k0J+Tu1MpK7e1qvbl/pjopWMOuWLZWNsTaqG1/Eaa07jMcW7WyQNICALAYklqZw0B9tbCL08D3t/JnoL+Z6m7Sveu2xajPd8X53tPsuwAAWSYeU51J/vzFVNWvfr9f3Z9ncmllvgSNqQyjHYHOJKrG7+z592hTAjuWVcCTkZ712x9Iomp8zXHzPdpTenWSXVhYCABobGxEUVGRVt7Y2IgxY8ZoxzQ1NXU7Lx6Po62tTTv/69hsNthstj13WHFEJ9mv3LL7yN38GGf5wo/w25u+h8ycXFz8o5+gcuhwdLS24JPXX8Iff34zTr/8u/jenb+SibawTw5kbHgcgMe5/+OOR/b1PdpgK4TDZkZ1sgQAcLKHJw5BG00SImae3NSHaXtnB08Crin/TNsOKzRpWR3or5VF7HTOPxqHamUxE71wO426yaiFrxmtoUnzrgq+9+gymmxsW1mula0aQZP69gae6BcNatO2DQaaDDSM4Ndd3Z9HAgAcDSyfMXyf/s/J5glxh24iaMwzUfver+D7nEsT7rbV/L4zltGPBv8onlDk5Ae07dC71C5lZrtWFlCobgbdhDkvn7abdfOSaMirbTsb6OUXLuIJrttogAdASDHAof4QCbtoAhYfwpMyp4fuFzgpppVZLBZtO6ZO9MwZJi5Tf5B4PuPjunLpM2ifzqvQdiNPMtd1Ulrzfvn8PHY/TT+esq6s08oWtNDk96IBK/l+Nre2PSqT5gwFFh6br9SNBQAoJv5xsDJJE8p+bv4hFE5yfecOph9XL9WM08qCNqp7c5jvNzjbBwBoMPKPgwonj4stYWrXaEeLVtaaoPP7W/jeFvU76nxPtVbWkeQ+DSk09t8OjNLKrs9eDgDwxlu1slILDYIN/LgwWPe8EqBnbDfwxNcDOieQ7NLKyk1Ux4TCz+hAvkddbvqXDok+nlO8VyfZVVVVKCwsxIcffqhNqv1+PxYvXowf/vCHAICpU6fC5/Nh2bJlGD9+PADgo48+QjKZxOTJk3uzOsJRSmvDbjz8P9dh1Akn4WeP/hlWG79FTrnwW5j/7+fx1F23omLwMJz2rSuPYE0FQRAEQdCThIIk0ps9p3vc8UqPJ9mdnZ3YupV/Te7YsQMrV65EdnY2ysvLcfPNN+P+++/HwIEDUVVVhTvvvBPFxcVaBJKhQ4fi9NNPx3XXXYennnoKsVgMN954Iy699NKjMrKIWKt7n/df/AeMRhNu/u0T3SbYKU695Aqs+mIh/jvvzzj1kivEmi0Ih5AVgUpYFQtuLv8AALAoOEDbt76dVhez7WzFMxropTm7cKNW9mWAz/msjqx8+NyrlX04giyjpUVs0RylLveva+UVzEU7K7XtAVNIOpJrZznAZ5vpPhY2xCEUJouuqYuteNE4WwvbW8nkVlLFVse6U0jmUTmQrcnut8mS3zyYLYT6+UFhJVkWGyax7MTQTFZ2Rwd/R4XpMjANYet1Qx2fYz1Bbc8ar1aWo6oXkuewVbbjM7J4GzK5EmZduyMFZOnO+5LbWuR2Ax0dgAFIqTZKx9I7rGV+CdfxA+rz8DS+YKyT+08pIAu/opN+IEbbvsFcH6NqRI/GeSpRX8NtrRhEVuJV69n6P/uHqwEAi+oq+X7LaRWioYxXLYocLNXpStAzWR1h7bDbSnWscPKYalLlJm4TS5Ce3jJF2z6zcj0A4Pv9PsXX2Wjl1YgPO4YBAMa4WVayOMQrM5flLKJzIjxnqbQ2q3Xkfp7ioDFs1b3DquPcPxNtNKZuyF6plT2r3vuijHVamclAFu88E6+8hHXPJsNIn4G2BO/PNTm67QOAmEJjZle8C4G4bjD1kCSSSPfs9I88PunxJHvp0qWYOXOm9ndK43fVVVdh3rx5uO222xAMBnH99dfD5/Nh2rRpePfdd7tpcZ5//nnceOONmDVrFoxGI+bOnYvHHnusF5ojHAt8/vYbOPHM8+Bw73u96dRLrsB911yK6o3rUDV0xGGsnSAIwtHHNQsW4JqFC7hAnRMb9YEeQjQxLQx04KMnyMnV+H80sUqGeTJuSAL/HHoyfj/tpENaZ+H4JKEoSKQZ/Tnd445XejzJnjFjBr4ptLbBYMB9992H++67b5/HZGdn44UXXujprYXjhICvHQVl5d94TEEp7e/s8B2GGgmCIBzduCNhFPk79n+gSmFAPTaw9/2uWHjvOwRhP4hcJH2Oiegi++K5H2+C052+Z6xwdODJykLDzupvPCa1PyMr+xuPEwTh4Jji2Qqn24SFAXJIW95epu0bk0OOhiU2llWs8tP+5zZM0spm9dusbRdkkBxi+GVbtLIPaujaTR28epXaHlLAjvA+P3ulbtpFcokNYV5+N6iOmNFcdhB0mmg5On8ER39o/oKX/r2qH1rrTI6ykLGVXn27/LzcHx9JJmGjn1+Lni26CAoLyQku9wqWJzj/7AUA1J7K9bFup2X6hIlXb826N23MrE46PDz58M2gZf6cl/j7zqYu51s76X/TbivqvezcCVW2Y4yybKAgyJPwRicda4qQpiPu0lXCnETrOAPsDVxm0EVliypU94KlXMf6mVSPZB6bzhNBOr+9g/s2t5L7p2YTyVIsOinKzk6SS5Rkcl03V9Bzb+xiuUibLvJLqdsHANjQwhFkxhSQ4+TKNpaQDPTQw+5McN+fVs6ypmwzyZ7CCkuCvCaKuDHLs14rq4tRHXPMLFXa0sX3truoT09xsnQ2pNBKQY4xpJW910nSj342HpufBwZp2yZs6nY/ALhAlYmsiXLZGJsPANCQYCfhERadjAh073wT99neJrcp6Ua52Qm/+WDkIormbJnOsX2ZY3qSLRybTDvrfLzx9FO46ra74PJk7vWY91/8B0oHDELFoKF73S8IgtCXeLH/yXj4R9O1vxUnzYq9y1hz++5z96KoowONzkycfdFdAIDcj0gXvOVG1kVbBqna7zWHutbC8YhYstNHJtlC2ly4LD3H1FfHf7Oz6KmXXIk3nv4zHvnpD3Hb4/8Hm6N7TLW3n/sbFs9/Gzf86hFxehSEQ8zKYDlsBgsyzV177EvFPH6/cZhWVukmS6Xeer0zyFa3mmba3raLw58NLCVrtcvCjlnbXhkIAAie69PKBhXprNphsgg3LWcLonEASRwGlHPc7rgab7q6ha3AljF8zXwPTSi74my9rB1GFkFPLjt0+utpVdTqY6trbJYuTnYN7bcsy+V7f4/6ovwpXlF1bSKr5cZ7uU9cKzjetLGO7h0qUnTn0P72oboY3bXU9x0D+DVt6tRNWEJUz4iXi1KOiIoJ8FfR+ZG5lQAAQ1xn+VxIxo0YG47RVakTd8fo2vWzdE6OnWQtNWToYnm3UlnV33Th7a7g+NbmYrLqGngooDlIVu/xBbu0soZ86r9tbXzuhKJabXtlI61mnFLKY25LJ8X4zrKz5fjdTyg03zVzPtLK+jk4pN7r9WMAABGdo+bkvGoA3VdrhtnISl4d44qv6+DVkTXO0m7HAYBVtRLfV3u2VnZF4WIAQJnZp5Wdm7lC2/YnyeI+0MYhEAPqeB5i5frYDNTPlWa9AF8XSlGhcr112QR6/s0JDvFYbLZpx3cpB27JFk12+sgkWzjsZBcU4vYn/o4Hb7gaN5x2ImZdfBkqBw+Hv70VH7/2b2xZtRznXv19zLzwW0e6qoIgCIIg6Eiq/9I9ti8jk2zhiDBq6kn47Svv4c1n/w9vzvsrwiGyhIw+cTruePIZTJh56hGuoSAIgiAIXyfRA012uscdr8gku4+TrgTkQK65P9lIcVV/XH/3A7j2//0vQp0BWO122Oxp5rwWBKFXCCesSCYs+GQ3yTeG5vDSdaGVpBZBFztc1Qa9AIBIgl8fLgsvYyd3kfxL8fIytcNMqeq2tbHUIqzGi+6Msqa4IcyyixwXyQCUSpaxZL9KUoN1p3F9nJm0P1rPzneZS1lmtmOoKo0o4HR55hZaag/oHO3MOSRlMW/TyTM+Zp8Rq6pGCVdwWyP1dL7/NJaYJM8lGYOhnesQGM7n5C2kewfZvxRxVTFnHaJLbb6Brh3W+X7rxXOp1f74CJZqpDKDKyaOox0upElO7hIO4depyrNjLp4AWRpZfjDwzyTl2PxDdipMpWcvfZ77Z+cZVInq27n9ri91WQeH0TNOpWkHgK4Y3efjbQO1siwPPWuz7rgNbTpHQys9u7e3D9fKppVvBwB89PlIrax8DL1zPmwarJVdVfqFtn1CLp2zI8SylOFOknxEFW7X9ig9w21hTjs/t3C5tr0rmr3HOS4jjZ/bSt/VyrbF6PxAksf44hDHlO9nI3lUfxNLQ1qTNLa9YGnVblXq4zXy8+oEj2efOhYqzHyflEzDrg91rsbJDiTj6EwejFwk/UyOkvFREI4wJrMZGd6s/R8oCIIgCMIRReQi6SOT7OOUQ2GhPpR12J/VWxCEQ8P7m4fA6LDj1CEbAADBOFuJNwbJmvjpyiFa2VkTVgEAYgpbLONJtpJuLiWrZKKTrWph1eqtt1RGA2R5NmVymLSU9RoAahvph7fSrrN0n6SaxQxsHgu1pszA/DoPVPCrzZhy+EuySc+r+s+1TmdroGcBraIVfMLOlxt/zBZPUxZZFove4PBwnk0UhHrnWWzx7iqnNlpauE8qb16qbbd8j0IfOhp1WSJzqY6et3Qh7NQcXDlruF2mCLe7aTz1v2kjW/BTjo+GJGBpo/3GBN3HGuTrpCLBKbowcLEM3r/9u2Rmd/KiBvzD6eId/djirVioTJ8ZMtUWALAnqA8aWrl/BqjOrQkPj5+OTurTQYXspLijlU34Ths9J6edrbvVnbQ/fyifk7KST8qv0cqer+OMjxlWcpzNtHCMcKM6DfSaeEVgdYjyNLy8apxW9sAJr2rbATVE4Du72SF4bulKAIBJN63MM9HKRG2Mx9GVmRzSZXuMrpPQrVG0JSi0ZZ6R25pjoj590c+W/J0R7p9788nBcnGEn81oK63wZBj5s+Aw0GfJYbLCbjqYEH6GbnXe37F9GZlkC4IgCIIgCGmRVOhfusf2ZWSSLQiCIAjHAS8MPRmuWBjNpeLbIhw6Ej2wZKd73PGKTLKPI44GiciB0tO6i7xEEHqH28e/C4fbjMYYLekv6yjX9hXa1ag/w3j5vStBS9KffDlCK0u6WAYydAA5koWyWeaxaQt9vkcO4djHgSAtlcefY+eyupP5Oq48ko5E9ZnpdpA0JJGpk1DYSbIQ87HMJVzA18kooyX7qnv4Zb/pZpqEKjGdZEH1Ryv4J8tF8hexo2bWGlq+33YZT2DDXpJ3qAn5AABGVbJgZCUKmr/P2TEjXqpH3M0mvpIF1Iaas7k+9kaSWng3cl70joGcMbP/y1ReeypLTB695mRqlyMBqI5x+aqjpVEfJ1uNsW1v5j7pHKOPwUxTA/8Qdl41qv0c9bAkAaqMIVHLuQ6MuiSZ3l+TlKX1In42W9Wg2U4nyyESu9WMj7oMzqML+Tt+ZT3Fye5q4ftE8qkekS3c/rNmLwEAWHTpK8dkczxupzG6x/6WOJ2/KcSOlmV2ckT8/bQXtbItEd4/3EHXLC9v1coee43iY1981mda2Wkekob4olzvgM6060s61XrxYBltpWtuifOzzlPos2DTHffT3E+17Zia8XGYhSUvqft4dXKRugRdJ9toPrg42TLJThuZZAuCIAiCIAhpkVQMWqKqdI7ty8gkWxAEQRAEQUgLsWSnj0yyjwOOZZnIgbK/NoucRBDS482m0bAErRiRSZ+Z6v8bpO2zXk8RR1bXlGhlFwxfCaB7ZIqxg6u17WCMpAGpdOcAYHSS1GDNZg4OPaAfha6oL+NlcYOdJQuGL0i+ktnK9wmfS2nOu7pYilL+Z1oqr5/Kr7NoJp8TqKHrNE3ml33GKtpO8GUQyaFz6q5mGYx/KMslbD6SMpgDfJ1U+OPcNRytwqAu01taOFJK21gOUWpSVRLWrbxc3zyGpA/l77AcoH0gtWvnHJZDhAtZ5mAJkdQgyUoMOHfROeV/3sh1DFKUiZr/N0Erizuojl2VfD/7do6aEi6iducs5Qgp7WokllA594khSs84oYuJDgfXcet1quTlS+4zi5pi3n8OH+eoJOlLWztHStnCV0T2P6k88G0/vk48m+/dEKa+au7SSS0cHL1mqJvG3K4IP4+dQdoen7VTK6uyUcSSJ3bO1MrOLVytbe9NYvKHb/0dALCqi+VWWyKFAIBxjmqtbH6QY3gXWmg8V8c4UkjARPWNKdz3LiONlSmO7VpZY4JlOwk1gkyBLnpPhpHPT1FkcqjXTsC4x970ScCIdK+Q2P8hxzUyyRYEQRAEQRDSQumBXEQRuYhwLNEXrdaCIBw63JYILBYFi1srAQDOy+v3OGZIGQdMnl9LlrhzpyzTyqo7OQ5we5isZe3r2GkQRWTpzdjI1rem9WTV7ipni67SpXslqe/mrnx+SYfqVMc4N1sva2eROdnMiSG1eNEA4NhJFrf2qexoZ/BRPZKZbMk1WqgeQRObhrOXszUwolrHi79gq/WOc9V7B/mcmFutr5EdJPUW8+yNqWDWXGZWjd7hLL5fKgx5/gquY+ME7j+/mrUxayP3X8sYumjnDLaWtg6jPrW18f0MmXRc3gqd9V+X/TF3Ne1vH8SVHHwTWVE3/IavragrFM7N3H7vVrZd1p+k1vUk7jPLZuqX6C62WpuLqQNcGXxcy25dts1L6OHm6uJkJ9SVktnjeBzuCNI4LHH5uA4hvk6rje5p1KX6bglRWcjDD+mj9qEAgBw7OxJm6uJodyTonBM9bG9/qWUiAODMbLZ4/6d1DADAm8OrGiPt7Pxbpj749VH+/ATVpYmUUyQADFYt3mW62NYNOhNxoxpbu5+ZB/7HXeRgOtPBccSTagzvxkQUgYQ4Ph4OZJItCIIgCIIgpEVCMSKhpCkXkTjZgiAIgiAIgrB/kjAgmaYmO4m+PcuWSfZRjEhDBEE4XGSoqabro+xot+4FShs95kpOBV3r8wIA3t7CKaVjPnaas2TSkr61Pzupde2m5WzzdI4rHFytOnvpVpOLPuYXd/1MdenbxC9pbz45yMW+YEex7E103K5TdWnT1/B1/ANpWdyxiSUNZlWV4B/M8oxkmLYzq/ncIPt7Imcd1SNYyLKC/i/ThSx1rMVonkEnxVxcH3sLt8G5m6QPm77P9Sn4hOqYvYz7xzyM2tg6giUi9hauj6K+vRtO1Mk8ltI9u3SykyJV3hJz8+u+cSJtt4ziOtraeLtjsJqyPczX3vR4PwCAoYOPM3RR3XQ+emj/FssqMj6jsRRQuK35y+l5NV/FEoquJtWJ08t9b/OydCSq7g/YWDpTmUWxrGu72Ilx5Yr+tGHkeo8YxTHeI0lq92e1/bSykYUkj1rj4/ftgAzqaIeJ7xfSeZhuC5MU49Pdk7Wy/xn4EdUxyZ+FOdnrAAAmA0sz9DKQcEwXczx1H7WvSszte+yL6SasZWbu9ByT+rnQHXuCvREA0KGLy203UfuLzTb4zSIXORzIJFsQBEEQBEFIi57JRcSSLQiCIPRRqv1ZMCdsyLSR5bDCwxa0ryaR09i61kKtzKyGE3N52BLZkmCr2pTKHQCAaJJfL18FKwEAkRiXDZxWDQDY0cpW6eZ8tuwZG8kiaGvll3mkmo4Nl7LXV8KuXtPNls+Ym62JzjqypDkb2XIXLKZr2hq5Pv1+T1bHDb9mxz69ES7QQcfa23jSsOMccuLLX85WUE81WfK3X8htKXufz4m7qdy9mS3ibcPVkHq5eXxD9RRXHdc7YeMK5f1nEwDANJfr26ZGHyz4ShcecCz1RdEfl2plRfHRAABHLa82tI9ii3DK2bJ1OFtvLQFqa9nTm7SyrT+jcI9dlRx6cfAD3NZt36JtW7sus2YVbRuW84qJYRD1mcGgy0q5jLM/RobQ/s6dfI7fSSsC6xqLtLJJEzYDAFbW8RLExnrOKDpqCGUjtZp1GUrVsH7/2j1eKztHDdf30i4u2xpgR97RWXSdSypXaGUuNZvk7hj340lOqs/qCNfHqss2OURdmlim2z/EShZoffSOD0JkeXca2fHzVAc7KL/op1WlE5zsiJkKAdiaZAfToJlWXLzG5EE5PpJcJM1kNGLJFgRBEARBEIT9k+xBnGzRZAuCIAiCIAhCGohcJH1kkn0cYPg4veOUmfs/5lhHMj0KQs/Id3bC4oyiI0pygK9WDtT2jRpRDQCo8fESuK+RlvELy3SBlxtYVrDSRUvfgSbOuufKJWlJ0Mexo9f5VYlFl85rTvfeNuXT0njYxLIKxUlL7SZdVsGIkfZbq1kioujfbOqhGTt5qT3ipXoUfc5Oelt+QUvu7u267ISdPEEwxlTHxyLe71RX7L2LOPYxLHTzIX/kdlVfzJkBq/5GjnjFXVxmiNPSffN4lkiEs+k+lpDO8fPfy7Xt5m+TlCGuc7CsfIskM7Wz+XnY1TDJsZNGamVNY0myYq9gqY6rkfu0YTKd381hs4m2a69heYpZ7T6Ln59Rsy6Wd1LNCmrq4joGS6ksadZdeyPdr2u4TsIwuYO3G0nyYEjydVrfp/HjmsbyptX1VDahlJ/HmiaWkyxvp9jsA3M4dvQadRwOLeBY8HYDyWXG53AWyNU+lnQsbq7cY3+VrYnaopN01CVIbvV07Yla2cMDXtK2w6qkY7iV752K4Z2hi4k9xkbtydU5YgZ1c9eULMWok9tkGOnYTF19+lno2YSSMcQOQsWRhFGii6SJTLIFQRAEQRCEtEgoBiTSzOSY7nHHKzLJPszMfXjPsHx6C3O6VukD4WCv3Rcs4YLQ1wjFrDDHbMi0kiNZQT+OE7ehgaytprVslR7yu5UAgMZ/lWllCS9nmgsFyaJsdHCZ6VOy6DnYBwv5y8jStutKts4l29giat5G1/Fs43MCFWT5y6jRWXe3kJV85+kcGs3q43My6shC29GPLd3BEjo/lsEVyl9KlsPM99frKsnObv6RtO3QRVYLlFJ9Gk/jvshbSjcPF3GfORu5vv4TKgEAvn5s6c7aSn2VuYP7oitPtdB3cD9u+xU74lW8QxbKiJctxx39yCJc+UYnX6eIrPYG3bK9Q7VQW4J7WuoBwLuV+sLXXxfOsJT+L1jC9ak7mdpgYr9HhKw8qTKr1dA7i4ZK6dqGBB8XHUMHKhFdBspN7OSITHqGhjy2ypq3Urs6fPzcTY3UZ+utvEowvXSrtv1hDTlqDs5r0sraI3T+yfl8XEeCyrIs7Nzr6+JVmIkFZMHuTPCKQThJzyGmi2eYyt54ZelirewV3wRt+/RMcrDUhwesjtI401vETaqF+gQ7hyMM6+QaQYXuPViX9rRZ7d8MI1vEf90yBgDwy9zVSBoPJoRf+prshFiyBUEQBEEQBGH/JBUjkmlqspOiyRYEQRAEQRCE/SOW7PSRSfZhYm8ykRSHUiLSm6TqebTJRsTZURAOnK278mF02DG0krz48pzsDNi8lmIMx/rz0nXrS+QAFo/xS3ZAZaO2vWMl7R9052qtbNOD5HTnquWl9NbhtMTt/ZhfQ/o40IWf+wAAG3/AsgvYSDagmFlWAtDSvlvne5j/2mZte+O9AwAAnk18bYda3ZL5LI3ZcREt07vqqrSylpEsEchbTpKGYBnLEywBVXahc06sn05Oonr5RdHrO7TtpjPo+jYf73dvIg1K6wSWp9hUv1J/Jbc1f6kujnSANBp6uUhK/tExiGUwWSt9AIDds9nJ0avKUxqm8vPIqObnkApxHsvk+6WcGPUGzJSfnVHnRWfl0NsoeYG0PpseZqdBUz3Jdkwc1hzxfLqoexVLeswzOPtlTI3DHo1yHf39Se5QUcLPsHEb3SfLybKJD16bqG07ptCxa+v4fZyKR73CypIfsxrL2mpiZ9BTSzZq21uDFM98aAY7LP5hyykAgPuGvqGV/W33SQCAG0o+4rbo5CTv++lzcZqHM6qOsZMUpS7OzsYZRmrPEl087Ym2Om07z0T7QzqrcbE59aD4fjdnLwEALAxnIBjmtvWUJNLXWh+4KOX4QCbZgiAIgiAIQlr0LLpIescdr8gkWxAEQRAEQUiLnsXJlkm2cIj4JonIscz+5C29LScROYggHHoGeSjiwsYOjsxQOJJ0FR0fclr1NjXihq2Nl4t3T+AXaWo1fOvdo7nMSVEzOgfy4rFjJ8kcorpl58BQDlPhaqCY0a4dvNwdy6Btc5DPaR+qxhXmwAuo/iHHcs5brKYs12csV6vrG8kSisxtVLeoh+UXJlbJwNwSAAAEJ3As6+J3aMk+OIxTdwfK6eIFX3KEj2Q+L/2HCqjuFU+u08oMDpKlWEJcn+w1dL8mNbU9AEQ83O7MzSQr6Jg+Qiuzt6pRU9x8XMP0bLWM26LJcnRr+QVvcwe2TS8HAJh0Eht/f9o2xlmSYPFTWSSbL1T1T5Zv1FyrSnUW8X1cTSRT8A3g52px0HPvrOQoG9n/4b7A2RQz26xLhx510fauZfyeTeRRWV0b95ku3DQ6V+UAAHLGc3SRIhfpWyZnVWtl/60jGcd3Kr7Uyh5YcLa2PXEEyWBe3DROK7t5BElCXm3h6CEzc0i2tKqrQiub4NyubY9z0D3fD3AM8xGOXQCAgVauY3OC5D9eI0c7adZFJGlL0MNdH2Y5yWw3Rcn59u9/qpW99NPfUh1snfBHJa364aBv/8QQBEHoJR544AFMnDgRGRkZyM/Px/nnn49NmzYd6WoJgiD0KilLdrr/+jJiyT4IjldL9cHS246cr4zf/zGCcKRZsGABbrjhBkycOBHxeBy/+MUvcNppp2H9+vVwuVz7v8ARwthhgTFiwVsfkoOYezAHgk7FIDYUs9Ur5eTmPJEtloEQW9VSGPRBBVRjlmctW4ljahjkSDYfOORRtv7uOpMsmeF8nZX0DTItB4v4fo2q4T2WwS/zqqfZKlv7LbIixtmHEQmb6sSnSzaZ8zmtmDWdwtZAfWAE/2i6Ud4KdgytP53eATlr2YvP6qfXasOJOov3R9ynxZ+pTnnFvGLQOpbaao7wDeOZ1Mbcv7I1NXIGW0mTA8lRL6l7i7vqacUg6uGGuWvpfjEPO1DGndRXjiZdBsUZ5dr2BS0L4Y6EYa4x4eXSaQCAcA51YON4foZZm+nZuHZx++PZPNZD/clCHWvic0JFdG+7LmGo8QMv/X+iLi71LN5vUh0eLRa2ZI8dUg0AWLWsP9enivq5fxY7Ta5byasapVPUlYco98WKTZUAgLUtA7SyZDm156/xaVrZaePYObHQRtbvAQM5c+T7LZQxtL+bPxdhNfXo2/W82lBQzpksS8xU3wlOdoxNxdZ+088rQQUWOmeiavkGgEKdU2aZido7zMrtbk5QGxfe+jutbFec+j6iJBFVDlecbJlkC4IgCAfJu+++2+3vefPmIT8/H8uWLcPJJ598hGolCD3n6i8WoNDfgWarR5tkC0KKpGLQorKkc2xfRibZgiAI34Df7+/2t81mg822p+X263R0kPUpOzt7P0cKgiAcOyR7YMmW6CJCjxGZyOFlb/39yi3iDCkcHsrKyrr9fffdd+Oee+75xnOSySRuvvlmnHjiiRgxYsQ3HnukSToTgCOBoYPI4aqxk2UOA0vJ+SpSxK+KXS1eAEBbO8sCbJtYi5EsphjMpjBLFsx2Kot6eZk+5VTo3sl1aRvHDoJdqkzE1sIv6Zo5FEfZ1q53ACSJRVIXOnv3uexoZlQzldt1saxzV5IswbyVv0eiwyhveO5La7WyzlOHaduptOQxnWNk4YfUP40z2PGxYKEqF4jzcr7i0LU7RBKKutM4JnbpK9QJSpg9LZUwSRYMwwZpZfZmlmUY4moa+O18H1sLSUNMUf4RGFLTqutjkEcyaTtzB6dI10tnjKpsJWk2wF9JfZ5KDR+o1MUbb6bObZzEscNTzpcA4NxKx3YN5Xqb6qluUfZNRCqDeLJN9+PVwynmEyEaf9kf8jhcO4r0RkoRO8t2hqiuS9v4+VfM5HjSKYfIUcX83GOvk0fsmGtYDvJZTT8AQP8sln6sayvSthsddO+p2ezEmNruiHNf7FC9bafmshzk0S2sg7lz8JsAgO1RHj8pUhIRgGNnm3T6pS/D7MlrN1BflZjZIFCg5rq3wKoro+OcBguShoNwfOxRxkeZZAvCMU9rw258+tbraG9qgisjA5NPPRMVg4ce6WoJxwG1tbXweDza3+lYsW+44QasXbsWn3322aGsmiAIwmEnAQMSaUYNSfe44xWZZO8HsVof3UTCXfjrvXdgwRuvwGK1IqewGP62Vrz4x99hxOQT8eOHHkNOQdH+LyQI+8Dj8XSbZO+PG2+8EW+++SYWLlyI0tLSQ1iz3sGe1QWTU8HGJZVUUMxWx/aNJHUpG12vlRmNZAGLhdhCFsllq5izgBwDwzpHu+z5ZE31D9BZOdVkee46nSWyRGfx7aKXs96B0t5CZXonxohqtPRu0lmqF7MFsn0shW3LWsIh0QwBqmNoHFs8nZvJiS0xmMsyPubMkcijvkhsrebrlNB3S+EH3D9KO1kg289gh7usrzgjZnI7WSXd/diJsfYScjrMW8mWbN8A6ouszVxm1GXpM6pObBlb2Vk05SxprWMrqClIltW4m/s2UE7HOZ9jq33Lt9jRDka175OA3Uf3DOarWRcz+VnvmkHXdHDXwubn/e3D1Tou40yOKUOvkY3oWpli4XPNZt62bqDzG6dx+w2pYaMbINE2Os4Q14WXrOV3uG2EDwDQGeMfyp2zaCzUhdi0PrFs5x7HnVe6SttuiNCxVTZu+Px2WrHKswa0sgFqx1gMXO/fDH1F275ry3kAgIvLlmtlTiM1bHOYw2ba1eUYfbbIYbqMj/3MdM4HIf6+GWKlD5gJ/PlKLebYTUkkDyIXo1iy00cm2cIxSyIex4M3XIONy7/C1T+/BzMv+BYcbjfisRi++vBdzPvNPbjr23Px63/9F5nZOUe6usJxjqIouOmmm/Daa6/hk08+QVVV1f5PEgRBOMZIIH0L9YEnbz8+6PWfGIlEAnfeeSeqqqrgcDjQv39//O///i8UhX9tKoqCu+66C0VFRXA4HJg9eza2bNnS21URjnO+ePe/WPX5Atz+xNM489vXwuGmgPxmiwUnnH4O/vcfryHga8drf/njEa6p0Be44YYb8I9//AMvvPACMjIy0NDQgIaGBnR1dR3pqgmCIPQaKUt2uv96Qm/NIdva2nDFFVfA4/HA6/Xi2muvRWdnZ7djVq9ejZNOOgl2ux1lZWV46KGHDrxT9kGvW7IffPBBPPnkk3jmmWcwfPhwLF26FFdffTUyMzPx4x//GADw0EMP4bHHHsMzzzyDqqoq3HnnnZgzZw7Wr18Pu92+nzscekQicvQz9+FiGN8yYtikqRh9wt7DoxWUlmP2xZfjw5f/ictuvg02u2OvxwlCb/Dkk08CAGbMmNGt/Omnn8Z3v/vdw1+hNEnETFBiJliraJk7EmbHPiWXlqlrV/J3or2/6lzl5mVo91I+p7OLpDXJfHZca51Ox5qaWLLQPoKWq8PZvCQfzdS9SM20be5ii5k1QGXBMj6u9EO6TmcxL6W3TGanQu8W+pHTMJvjUrvryb4WKOVXoK2FfqSbWnm5P1HJ7a49nSQCnhp2OMv+ghzoErXsSNc1Zwzt+7JBK0OU+wKThlO7wtyGkvcoaHTjNHb89G6nc8ydfK4hotveSRKV2Mh+Wpm5k/q5q4qvAwP1nyXA52Zuo/aHT2LHzpzV7DSXn+0G6jqQNANtQ6mPCher8bYz+HvUEqQ2uHfztYP53KfeDer1Pt6llUUq6dlEsnjMpJwyu5q5zLNTl7VyMt3H4OExl4zS8zbpJCbu9XRvZRbHJQ93eHm7i8afO5clOAMLSCYUjPHYNKpOgeEEt6U2zFGC3l5AyRv807gv2qO0XWrney9sHQgAuLyIY523Jjj15uwiSlaVbeLJn0mVv1yb/blWFlMnqq/5x2pl+nM+CJBz9veyWHbSmqD+8yV5krs9Tm1YEzUj1JUAcGABBA5lWvXemkNeccUVqK+vx/z58xGLxXD11Vfj+uuvxwsvvACAokaddtppmD17Np566imsWbMG11xzDbxeL66//voe1fmb6PVJ9hdffIHzzjsPZ511FgCgsrIS//znP/HVV18BoF8gjz76KH75y1/ivPNIj/Tss8+ioKAAr7/+Oi699NLerpJwPKIASpOCyVef8Y2HTZo1B//525No3FmD8kFDDlPlhL6I3tIiCEcrc+s+x9xlX9AfSR6zBt02YvRDo7CzAx8+cS8AwBRVI44s1ckEFOAfI6fjP7knHtpKC0cVSg/Sqis9dHzsjTnkhg0b8O6772LJkiWYMIF8Hx5//HGceeaZePjhh1FcXIznn38e0WgUf//732G1WjF8+HCsXLkSjzzyyNE9yT7hhBPwl7/8BZs3b8agQYOwatUqfPbZZ3jkkUcAADt27EBDQwNmz56tnZOZmYnJkydj0aJFe51kRyIRRCL8y/PrcWv3xvFqjT6Q0HXHa18AgNHwzR9gg4F+RR/qCdCh6OPDFabwQOouIRSPPfb1PerJCMPkVGD/G1k/66fxZ8pQRE6QCS97qSWTqlPcVg7h5xvKny+Ln/b3e4HLGiaTtdrEt0fJkxQyreZnY7SyhEvn7NamWqZ1H90ONSnf4L9wZrvgAKp3qJjrbedEfDCvodBqzkKONmT1UXsyo7oMixlqHZvYadCwuVrbLlfIIXL3TK9WZhlNzmmJiexcnblSvXmEra7xOv68dEwnq6M+u6NBPdZTy/3cUUVWXadLFwoxxApXq52cJbvy2QIbzSArXta8RVpZbDZZXc0byZkvI9iI/C5u4/4o7PzasdHuf9qNYfjLeCqhmPk5FH1MzylSxSsLcSe1p7NE3y7qi+L/VGtl6+/WZd40UL8Uv8FtDV1J9Qps9Wpl4ZPox0G+g513uwZwhs5YBz3jNfX8nTe8kFYEpmRzmL1n1k4BACSiXMdtTZwRM5FF9THqwuDl2Og+8+vZmDOjkCQMH/p4xeCMLA4VmHKIHG+v1cpS1uq2OFu8+9nIcXaScxu3BVy3CU4a4/qwflb12pNtbFlvS1LoygpzCIHoQWR8PABLdrr5BnpjDrlo0SJ4vV5tgg0As2fPhtFoxOLFi3HBBRdg0aJFOPnkk2G18piaM2cOHnzwQbS3tyMrS7cadBD0+iT75z//Ofx+P4YMGQKTyYREIoFf/epXuOKKKwAADQ20hFZQUNDtvIKCAm3f13nggQdw77339nZVhWMZA2DIMWLpgg9w5rev3edhyxd+BIfLjYKyin0eIwh9AfkeFQAgZLSiyUHSF30yPmOIZ895YD+CZpAMQrHTpF8fXjlhNSBoPfIST+HwciAZH9PNN9Abc8iGhgbk53ePPW42m5Gdnd3tmK87p6eu2dDQcPROsv/973/j+eefxwsvvKCZ32+++WYUFxfjqquuOqBr3nHHHfjpT3+q/e33+/d4YELfIzkkgVWfLsTmVcsxaPS4Pfa3Nzfh/Refw/TzLoLd6dzLFQSh7yDfowIAvOoYhb/PvggAELfzRCn7X6znfc74JgpCHWiGA1dYLwAAhGdRiD+rjyfj9SfQaoalU6RSfYlEDzI+po5LN9/AoZhDHkl6fZJ966234uc//7km+xg5ciRqamrwwAMP4KqrrkJhIS2vNTY2oqhIl0GpsRFjxozZ6zX3l8b4eJJDHIpl+G+65jHdd/0B4yYD7r32W/jB3Q9iypyzYbFaoSgK1i7+HE/efSs6oz68q8zDuw/PO9K17TFH87Pp7bqJ/OTQs6/v0c4uK0wGG1pn0ITLqHMKS4TpFTH4TyGtrPp8soLGdfGSM7fwC9fmo/L6E3QOjV4q82zhSd3Wu2nSplvNhnsHL4F3VtA53g18zk/+9jaciQhqx2Vj3gkzaP8WOq70A66jMa4zt5bSO8ezYKtWVH/p4G51BYBoBbU1P8gWrJY5/COk4COSFeQv0aWWVOVqxpgufnMX9V+ikK9j0sl0Uk5+zmaWhnT1I4c0vRwkQ1UQOD/bpJWFJw3key9dT+3qYGtcrJCydfovn6KVWQPURn02SUuQyuzt3P7EFF12yy8pE2HSaYVvLhkwHC1Ut7ahbLDI2EXnJ6z8jBRd3OraMyl0ajiHy4o/p+uYg1xmVJu97fpKbl+S+8dgpwPqz+L6Zr1N/atM02XBVKtRW8shWzNyWS6SVJ0Aw538DOuDNPFbvmq6VjZhDI2VVZ9wts28CRzrfEwOxah+a81IreyskSQDqfS08b1NVDennX+Y+BLcfy0xkoR83tVfKxvlIFlPc5wnpMEkfZY+83N9BuqCk7/ZQPV4fMCLWllbglYY9JLKYRaqz6qoB8FYAoAuwHkPOBBLdrr5BnpjDllYWIimpu5ti8fjaGtr084vLCxEY2Njt2NSf6eO6Q16PYRfKBSC0dj9siaTCckkfTiqqqpQWFiIDz/8UNvv9/uxePFiTJ06tberIxzPmIDknCQiOV149NYb8b3pY/DzS8/C92dNwD3fvQTNwV1InpEAXPu/lCAIRz8XtH6FK1s+w9WLFhzpqghCnyUJY4/+9YTemENOnToVPp8Py5Yt04756KOPkEwmMXnyZO2YhQsXIhbjyDjz58/H4MGDe00qAhwCS/Y555yDX/3qVygvL8fw4cOxYsUKPPLII7jmmmsAAAaDATfffDPuv/9+DBw4UAu/UlxcjPPPP7+3qyMc71gB5dQk0AZ0bvVhS3AF4AUwBkgWJdDHM7oKgiAIQq+SUAxIpGnJTve4FL0xhxw6dChOP/10XHfddXjqqacQi8Vw44034tJLL0VxMa3CXn755bj33ntx7bXX4vbbb8fatWvxhz/8Ab///e97VN/90euT7Mcffxx33nknfvSjH6GpqQnFxcX4/ve/j7vuuks75rbbbkMwGMT1118Pn8+HadOm4d133+1xjOxvPzYYsO7/uKOdI7lUvrd7H80yhX2SDWDSka6EcKDsbcyJhOTwMDCvBRaXFS0ZtOTTGuCln0SY5BvbvsXLvAk3Ld2XfMTX2DWHrUGOWnKQ6yrVle2kshgHTEDOarJMWYO6VOExXezoP9Hye3IML5GnQo0YkoBdDTDiaKL7+PtxzOKsf7IFq+0SkjvkLGDZQOFCWtI3VPMYi46j0CVxN8dqzv+c07MndlKs59B4XbztGpKodBXzvY1ZNJaTNp5cZLSwRCD7aYqZ3HIdSzryn11B9dFFOjD3J6mKUsVRNuyrdnJ9FOq/ZDVHpghMoMgU2e9zFIrQhEoAQNuFo7SynOXU/q4yfq6+frr3rxrW2RhLImsNRfEwtlJ0CN8AdiKPqgZHVz0/w2ABS37yl5FEJebhspRcJqiLBpNw0HM16fM26WQnTg/JHII+7udQIZ1v0qVfz3DScUYjl4VCLFvKzqQx0ObjgdjSQds5laxbyrLSc80ez5KD8gze/9lzFLHlkqu/0Mr62+nYlZ0cheTpDfSMfzXmP1rZ1giPn6Zwhvr/YK3suwWfAQBeqOMX2t393gAAfD93oVZWHWdr6yP9NwIALLpQPBlqevaWxJ45FyfYQvAfRHSRA5GLpEtvzSGff/553HjjjZg1axaMRiPmzp2Lxx57TNufmZmJ999/HzfccAPGjx+P3Nxc3HXXXb0avg84BJPsjIwMPProo3j00Uf3eYzBYMB9992H++67r7dvf/ThA7ARQBvIqpoPYAhEwiAIgiAIwjGH0oNMjkoPk9H01hwyOztbSzyzL0aNGoVPP/20R/XrKb0+yRZUkiBrwHoAdgBFatlaACsBTABeee7otNTpLYjHpFVbOC7Y59iL7r1YODA6InaYzTY0rSQLm6tWl2FRNaz6h7FV2r2JLL3No/ka9mx2OjRvpv3uLWwRjuSqmQE58R+68ujla29jS5utlZ3Yam5RHe6adVkgV5qAOKAYgWiGWmik+roauI6d53FmvLiT9vsnlWplzlcXAwBM3kw+p4Qa62zk64T6ebXt2EiKueveyW01tZNl1JjDFjTXWnKQVAKcOVLJ5zjRrd8j62bOWr5OyoId12dvVONaJ8vZuSs8vlLbtn2oxq8eMYDrk6p6LtfbtZ5Clrni3M9KiEzGjtp6rSxwyXBtW5PZGQxIOug5hsaSRV0fScSkxvoOFrKl2l3HDoup69jauU+bR5E1uvzBr7Sy+hvJalvyPq8cbPw+Z1h0vEkW97zdfO2as1UHSr4bEmoM9+Rqfq7JfN1KiZeyJCZb2LrdfwQNyvawPnsjrTz0z+R47G0RXo0YezmtsmwJcFzqchsd6zDyF9Q5A9YCAL4K8nMd7+J43IPzqf+36KzbgSTVI8vG48NuoP7bGOXjRtr42W2PUV/Vxdi6PVKNva23eBeaaDXCZogikDyIONkwIJGmFjPd445XZJJ9qPgKwAYAUwAMBbS48VHQJHsJ8M7zT+OMK64+MvUTBEEQBEHoIUklfRlIso9Hd5RJ9qEgCGAdgAkARnxtnxWkHY4AL/zhNzhl7qWw2R1fv4IgCIIgHBH+NegkuGIRxIK9HoBMOA5I9kAuku5xxysyyT4UbAL17NBvOGYUENoUwOL57+Dkcy48TBXrOftzPhM5iSAc2zSsKoTRboetlSxTjlZeRm69gJasHavZUSypqkCiObwM71ieoW13jlYlHz6Wi2So8a9bZnKsZtd6WrL3V/JryJbFzio2Ndxw4Xt1Wll+thuo64ApEEXZb0luYCojGUP96fxd5GrkNuQ9t2KPNgfPJ3mC+1OOnZ31xjoAQEIn2WgZwBKB/P9bAgAw9tNlj20miYCri9sVqyAJQdLCGefMn6/VtnMz6ZqGCEsoUk6XUS/3hWslXTOSz0YY6/ucMMY4VHXUtPI5znq1HrrYyOEBVA997PCEjZ5HOEt3bgs/z7fDJB1JNu6CoZHidMcuIAmO3jk1lcwmdwWnzFZMPKmqP4nGhd7h1aoeWvMLduxz1dM1u8pZ5lE2n+vrXloDAAiNYadCeKj/cv/D/RPOor6Nn8RSi6wM3m7ZQLKd3DXcP+0D6HyjztFybQNJdEwmrkOumx1nt/joGXfFuP9W20mO5DGz5CnLTPce7azRypbqpCOjnSQJKrb4tLJ32ynm9Y9LPtDKlnTROSN16dfnBzl9e3WY2vWjHNYXBxSqmwX8XO1qqvWk+u9AScKAZJoykHSPO16RSfahwAcgF98c+SQTMHnMqNu+9RsOEgRB6BtcuXIBvrOC41+nDGCmsC46QoI0tXnowvMxithgqKEJY+IZ1gUbksC/BpyEFwdxghFBEHqHQxnC73hDJtmHgOkjL8KnX76GJPYMnaOhAEpcgcl8bD+CQxlmTazkgnDoibuTMDqSSJSSw1ZyCjtuxerIBJnRxFa+1qmqBTbGL89YBlsv899Tnfh0KbuDauJE75dsecj/21LaGEFZDAt2dyC/qyPteudBjfeW+poNdt+fXdeGjHATomomw5RjIwBYQtSeZBV/xyhmaoNle4NWVrCc6xOfShZGRZfd0T+eLJpZ87doZaEistCbwtxn1myvtp1Qu0VZw5kcrRlk8bVEue+NxZR1zt6oy2RZyRko4SPHSnNDM7ehiK3n2jmqBdu6lbPbRavouEglrzaYdQny2iZSuzx5vEJhUE2fOZ+z92rDGWqYQQv/wPEN4tUITw31lW8A7zeqxnaXzoEylE+dEvVwffSEs8iS265bHXZl0AOvP43H3uAnaEwEKjk0YXQQ96lzNx3ruoJXR2o2UD8rVq7PKWMom+ZHa/iGhR52ZB2XTRblmMLtiqvbmwLsnDjeS5bq5xs50V6RncdUbZQyU+qdAz9cTBrTU0/n1Y8NQRqnkST3zxlu3m91baD66K4TU3+lDrNy6MHrt10CAPhd1csIHYQpW+Qi6XNsz/COUoZPmooFb7wMBABk7OOgeiAZSmD4RMlyKQiCEDLZ0OhmuQD24jBVEOQJSrMlo/txJp3FLJFEyHgcJFEQhKOQJHoQJ1vkIkJvM+3M8/D0b+5G11dBYKayZ/L6OGBcZkRhv0oMmzhlr9cQBEHoS7xSMBV/vPh07W9zl2ptNvNL+v2n70VBqAPNlgxcOeInAACDalkOF7Hw117ddjiqLAh9EqUHmmxFJtlCb2NzOHHTr/+A3/7P94D3DVBGKRQnWwFQCxhWGmEKWPDjxx+HwdC3B+A3ka4URWQlgnDguIoDMDmjCDTTJDXUyUvS7lpaAg/pVAhGP702Cr7ksoTOaJz5PO3Y9jAbEDyq60lmNcc5brye4k4Hy9hkbeMwySh8gz7/sUKvVpbyTUtajWg4kcqLX90OAHDonA+hy3JnDpK8JecTloEkCil2cLCCJ+aOenJYU3L4fvGB/N1i+ookBAlVfgIA3jfJWdKQyfIE1bcMzo94OR8ZfJ94BnWWbVB/rayrku5pfZ8zVSq11P7QmWO0MvdWble8gKz+5q38PamoDo3GNk6daK1RHfHMLG2wVpPEJMOj++7UrRzY1R8ubcPYqdCkXkbJYGfQjF30PHecyxKRvBWsQ6g/kd5vFW/xszHG6UYtIzm2eEqKUvoOD4DW8TnadvMEOsfWyhYrx+vqqsf5vLqx6Trq54p+HEO6WZfBtKsftSuwjSUdw0eRpGOnz6uVfbKVJExmFzun1nfwM962kfqt/xDu+zw7+Qs0dPLydUUBtWeZjx02syw6+Y/a8F0Rbutdp71GdUxw33vMqgwmwX3WnOTnkJKtpOJpA+wseYpro1b27ICX1OMVmIxHZ8bH442+LZY5hEw+9Qz84qnnUGCuAN4GDM8YgHkGYD5QVTAc9z/3OgaOGrv/CwmCIAiCIBwlpDTZ6f7ry4glO00OxMFv3MmnYOxJn2P9ki9Rs2k9DEYjBo8Zj37DRx2CGvZd9vZsDpd1+0DGhVjehaOJYMAOY9wOcyu9DvR2p87+ZKn0FnGItq56sug1TNW9PL1sqTSHyYKdtLNptEONNlb4r81aWaCMLMJ5y/Uh4fiS4X6cJTGFIUyWOmM0iYLFVCf/VAqp59zFFsJAP7ZeWjrJYmfIK9HK7E1d6v24taYV5IiYiLI1MDljDF9HzQ5pqmVHMrjpPskctnK636NsgMmQzmI5qJKvaVH7rYmzCdpt6qvYocuZoK5yOt9eqRUFT+f62JtV03IeZ/RLWeaVSracOxvo2Vi2sXW340Sqj+cjfh5dk9iybvtgNV1nDt/PtZnq2zyNlzWczWQZLlnAfeZczysG1gCFwrOv2qmVpVYHsjexQ6K/jFZPqufyM8/cypbWQT8jJ9lUZkgAaFNzUCT9ukFjpnMaO9ianPEm90XXLOqLASXsLBqM0cqC8gX3Y7KKxv3EURz9qzbg1bbdVXSdIidb0bd3UN3PLVujldVEqKy6na+tt3Snju1vZ69Tp+oZGtY5Oe7sooyOp2Xz6kh1lPtqkJWcWjN02SaHqBkhs428evRPP4Vm/IF3O6wmsWQfDmSSfYgxGAwYPmkqhk8SB0dBEARBEI5tJE52+sgkWxAEQRAEQUgLsWSnj0yydRzKmM/C4eVofpYHI285mtv1TVy4bO/tM3x8mCsi7IFrjR0mmx1xVakQ9fIyctYq1fGxMZtPKKfl7PzPWC7SPtSmbfsGqM5u/+Wl693TaOk7PGmgVmbz0X1cu1lqYgpwtrx4JlUoUM7XTjotQJAkFy2jadk952+LAAD+y9jRMvvjHXs21MLL77FyWmr3bOXg2vGJFBM5aeV22Wp9fH6SZC2JHF3s6I0koYgM10lRQhR32bib41IbdvG2s4Feu50ncl84q0n6oujiZEdnjKbrrazWyhzvr9K2jU5yfAtNHaCVeb6gY5U4SwRiw8npLt7IkgTPBpK+RMZy9kHHYo71bcil521IspQnWkzn2H08PqJqfHTXbr5f68ml2nbES/tbRuqeextdM3MHtzVYQmNGl3QRzRN4O+aaCADwD+b7uGqoH8PFfJJlO0k/DNXsidt8Et/HZKJjmwIsIfHvpufpOYFlQIYOGnv+KEtRGttYEjSunOJke8w8di8sXQkAeGM3y0GnF1CfTi2u1sr0GSEbItSnRbqMj1vDNH70WSKnercBAJI6NzqLgZ1g3wnQPU90sfwnJSepMHO7JjtJ/lKfiCCQELnI4UAm2YIgCIIgCEJayCQ7fWSSLQiCIBwT/GPEdLhjYXRa7Ps/WBCEQ4JMstPnmJ5kP/fjTXC695VSURCOHY5VGUi6vDp+7+17ZXx650tElkNHsJTSqttbaCnaVsXpo335JNVwreFJbaSLJCRNE/kaFg4+gsp/0bNuPqlIK6u6fzkAoP1b4/i+RfTytfr5NRTL4O/zUD6VZ27lKB3PTpgBACj4y1fIXb4EABA+gyriXc+RHhTdUrjBTbKKcBVHYzCFSXYQ87CswLGW0oUnA518rofr4z+JpBWu/67g/QMosknCrkuvraYit4R00pd6louEz6JBb//vV3ydwST5MPSv1MpsDSRlUSIsd4BevjG6Sm2LbtnfoT4nJz8v6041MU8xP49wkVrHNq4jclkS1D6e4kjb21meYW2kcRHN5EgZrt0UVcTSznG5szdw2vXW0yhiiT6hkEltTvtg7vvMbdQGSxe3zxjj7ebRauSbJF8nVEpyCUs1tzUxlJ6dYQtHl7E2sEzI1EX3DBTxvS051Af6uNEVxSQDCj/A3zsT7t6uba9tpL4c3p/HwnuNFC2nysNRY75soWcUSfAY/0HFAm27NUGylbDCdexM0GdOH/O6I05juNPAbQ0luQ2zMihee46Rn0NDnKQoIYXvnaNGLvkyXIJQOAGAJUQ9QUH6Do17SdzapzimJ9mCIAiCIAjC4UMs2ekjk2xBEI569Jb+UGcA33528BGszfGFtSgIkzOBsIGsZUN/xpbszb8mC1tcF74ZNrL42Rp1rw+duWrnXLL+pRzcAKDux2S9LfqcHQ3DOWRtbB3BFjn9fewtdH5nGRdmbSZLXMfF7BVn6yCLpiHOlsjISM6wZ4xRufkjzqZoGkqOeMFSzrRnUR0DTTprclLnvOh+m5wODRXs5KjU1NG+djblaw6GhZxV0GDkiYZzPsWgNuTlaWWJTeSQZq6q0MrQplrmndx+g50tmbZtdJ9oP76O4qN6JNRskACgeOicUDGfq5ioPvatbMlUwuzE531vQ6riWpl/1iAAgGcBW3Q7ZpB1P5zDllhzCTsVmlRrdPEnPq0sXEjPvT2Ln3ur6iuoCw0N6PrMrj4G93ZeMeisoOdub+bj4p1078oX+ftiw838HIyDaVXE8ymvUJReSH2gnwxubaA+TX6XLfmdPh4rQ/KoQu/UcfbPQVl0nS0+fh4DvRSP22Xi1Yi320Zq29/Ko9WMhYEhWtkZHhof17x7nVZ24/T5AIABNo5B3hxnR0xfwtntfwA43UWOk/c0zNLKfpb/AQDAYwzDbGTHyZ4ik+z0kUm2IAiCIAiCkBYyyU4fmWQLgiAIgiAIaSGT7PSRSbYgCEIfJhEzQYnxMvzWB73adu7rJDFoOIWdsAyd9NqofJ3j7267lM/JWa+mtp7AUoPMrSQbsNT7tDJ7Cy1tW0Is84i5+JyUdMTaycvacRfVM3MLOyfG3arsQJcO3dLBDn2GdRRj2JDFDnuRYlpq92zk+hhUCUlKAgIAkROGatvmEEkHDF/oYlWPIblA1K1zpFOorYFJLFlxb2QJBUzURmW7LtX4LJLTmBp0TpdqWnWlpY3PLWPnRXTQsZa1HE85JbEwN7F8RbHQ8/Js1Tkfq6nYFRvXOzSiUNuOOamOqZT0AOCsoz5tOp/jcuc9R45/xiyvVtZwTpW2nVlNz6T2dO770g+pbo5mnn6kUs0rOolI5nZ+7u43KK167a06mVAbjQW9xKjwK5K87LyIHRYtHTpn0SRJVeKlXFajpjxPJHjsleT6qC2fsjSodSDXLRKjug/M4fTs61qo/3w+dro8sYCkNW1RLvt0JUtDJp5Mz64pwvKVzVG6TtXgeq0slWI9pnNiXB/iNp6X1dDtOABYHiFH1pvyPtLKLGoTBlpa0Wk58DjZimKAkubkOd3jjldkki0IgiAIgiCkhaRVTx+ZZAuCIPRhrGudlPFxPDk8xney1a1xDlkiDbowe8WfkhXQ2MYOkgk7O9p1VJGF0d7C9yh4j6y2NVewdbf8aXL2S/o49J7Ry9dpOofCv7lWsQVW8VDd6k7jcHylL5K1MN7ATormgnxtOzSDHM3MnWzptrZSqLOkXRfebfueYSZtizmDXsqyjMFsyTW0UN2Nq9khDUNpv72Fnd0U3X0MQbIIG/pxXxgSqmU1xo52mlU3nx3ukpu2adu+S8mqm/n84j3qjXZdn1rVe5t4tcKArK+fgWABP2NHG1mRnV/x/UKT6Xlk1OrqOJTKYg4+N3c1O7cqap+Vv8Jh7WovJGu8s14Xrk/tqoiuWm1Dub5N48nSH8vhZ+isVrOI5rNF1l9BlvnOflxH+26um5JNlm6zg69Tei/9v+12vl9dK41D13heRQjXs6NhsInC7C1rZ0fDc0aSwyJ0iw2D7DQuWsxsqa44kfuiOkzP9pPVbN22jqG61zRxSMURFZRhUu/YeHn2l9r2ki5aPSi08HMvM1PdM3ShCWvUUICFJg6LeSCIXCR9ZJItCIIgCIIgpIXIRdJHJtmCIAiCIAhCWoglO31kki0IgtCHSdgA2IFIQM3u2I9lIMkVtGweyeYl56ibXpobbmenMFOQX6Sp+NitJ/KSvOIm77SszezM1nQuSQ0K/stxl+PlLPOw++ieyQ524jOqToUFS3jZPJlPGgP/jEqtzLvOp207V5JURS9LiUwbTm3J5FegexU5EibH8dK9QWFJgyGmxuPeWM1lKXnLBI6XnIzt6VBmbOF7+yeVAQAy1rNsoCuPpA+2bRyrOuUgiTj3mVEXwzsVm9ygk4EoCTrWOGwgl23ZAQAInMXxmTO2U1uNfs4QmPvSWm07cBq1J9Gfn7G1Q5UO6Rw/G380FV/H1sHtD+VTG7oK+HmZVJ/UrLX8XOunUz8aWeWBaCb3/aDf0xjZfWF/rSyshqNWTHxc63jVwbaN+0R/TWs1jXHHGJa0bLudnHsLs7k+He+S5iPKocXhGM/7LYXUz1YzP5s17eSIWLOZHUjdJ9DzfLNmuFY2vpAzYubb6LP2nclfaGW5Zno2A0ZxDPMvO1milKLSynqsYXZy1m1LsINtXdyrbvm0sgozyUQaE1Z0JsXx8XAgk2xBEPoMmZ8CsO73MCK6/0MEQRD6GkoPLNkyyRYEQRD6LMY4YIwBJh+9DiIt7OCVXU2WwXAhWwtDhWSddO9ga2FS9ybJXk9WQt8Qtl42T1EdFXXv22Ax/dE6i0O+Zb+9SdtWKijDYMeZbAX0ribrryHBVjhDDTks2gvZYbOrlB3NjIVk3bMvY8u6YwOFR7PUsbOjqZIcEaMunaOcmcO62T5Qw9XlsdNlrDJ/j/oYd9K1jUnuM0XnvOhZVA0ASLT7tLLMerJapsLtAUCyH1mRDevZ0p/cxeEFs2rIImrM5WsrcdVsW8dOoAYPPc+MV5dyHTMy1H1s+TTksNehZw1ZSeN53I+mAJmgu07nMHrWALXR3q4Lt7eOLbDmcZRt0drB/VjwbjUAIFHI9wvnqs60MR4g7lre3nUZW7BTRHJUq32UjzMH6T4OrgJ8I9mUbe6gMduxle9tb6Zzmhw8XjGVLMweF4eCbNnK/RzPpxUAv8+mlRnKKaTl9076RCv7rJXqfePgBVpZdZjHT4mNznlk+Wyt7JyhawAAE907tLLJTnJAdRn4l/8zrSdq28OcNI5H2mu1MpeBxntQYafblgSPyYNBAaCkeaneueOxi0yyBUEQBEEQhLRIwgCDhPBLC5lkC4IgCIIgCGkhmuz0kUm2IAhCHyY6NASjM4lkM3l5WXiFHP5+9ILM3MDSkI4J5Mzl3MhL5TE3Lwrvmk2yjcGPVmtlKWnAjgtZilLyMV2ndSRfJziNHfYyV1I2vcZTCrSylsm01O5oZXmCayu9xgy6pfBYBtfXs4YkJgld7GhzJdXDOIKdHJM7aKndYdBNCnRr4krK6dCvy8qoykTMu9iJMd5GEgBTBkstkhnsQWdMOSeG2OlQiZIMwJjFccJNu9RsggV5fL8gS2KUTpLlxJvYAc5cThKTpK4sdVxiygitLGZTY5lv5+MSOVzfriKSTrhXsDxFcdBzMujW/10NMfU63P62yez415VHUoyCL9mZtuHsCgBA9npdVs4E9blB56Ro6eQbmaK03XAyy3IyNtNzT07j56osof4LVPK5Zg9LLOIKOWR4i9mJ0T6U2lDi5ussX0kyj2Yzp5M0eHXXidC97bn8DEszfACAt3azvGlm4RYA3SUi1aGcPbYvGr5CK8s20/PKM3Ed14TJWVYvB9kZ5DjaF2Yto3p3sfRqjns9AMAJXcxw9eEtCRcjFEsAYCfMnpBUDDBIdJG0kEm2IAiCIAiCkBaK0gNNdh8XZcskWxAEQRAEQUgLkYukj0yyBUEQ+jAWaxwmaxzhLFoOt+9gaUNMDT5R+MwarSxponjLNh+bqMI5/CJV1EASqcgbAGAK0rWr7lmmlbVdTqmy7a06U9derF5RD1/bVU9yga5sloO4VFNZqICjKHiqWYqQ9NCSv2G8LpZ1RI00opOGBE+lZX73OpZQJDM54oSxhiJ2JIMcYxmL1bLhg/m4bNo2dOiOW6VLz67KP+KdvN+gplBXwro42TleAEBiI6c2N7p09clXJQgeXczwrWpM8FEcV9m0lSQf4UzuH9dykh3EKlmKY1jMcbJdeSRjSLRyWnHDELqmfs5kUCOoJGtYVpKZxRFLbB00lrqKWHaRv5hkGYEBLE/xbqbn6q/kKCSdpXwjixqHPXuFQbef7u34mCU22Ruo/6yt/Py3XcoSJWSQVKdzI0cXiXTSNUPjObanxU/1sAxlyUbIz5+Lyn/Q/+03ccSa3Z1Uj6HZHNnlg900FgpdLJeZlFWtbTdEqW5vbOUY5t8dQunSl4b6aWUxhcb7bhPX+8IC/iylGGZn+YcvSe2xG1hatTFKEpOTHPUIxCVO9uFAJtmCIAiCIAhCWogmO31kki0IgtCHiQRtMCZtsNSS5SvJBk8UfkUW6O23s9NczhqygPkGstXRoDOK5a4hR6uufJ1jpJOsgF4TOzbmfkmOfR2j2BHMtZhjAzedS5bTnHVsLXTWkGUx2I+tl5Ex5OzlaGEHr6iHG2FM0GvOsaVZK0vsbqC2Thiqlbk/3Upt8ehibHeEtG3/dLIsej7eopWZHNQuvQHeUE9OgEoeWx1NpUXadnxHDZV5uQ1QrdLdHCS3kVXSnM9Oc0qEne+iJXR905dsgTbYVOdEnZUyMroSAODcwlbpRAld07SK26KMZSdQRc1uaYzoLOvqioHzc45lHh1Pzyh01hitzLWdrb+uNeQEGi/ivmgfTtbbuIMnX6FC1fFRN45y1vLzbB9Ez9Ckq05C7Srvdh4fO+fQGM5ZzVZpq4/vE091eRk7LLozaUWhuVH3PNQY3LFOHsNDKuq17Q0XldJGGzuiVpbSCsgOP4/nOSUb8HU6EmzV7+egMTlLZ8H/vI2cLt1mbuxpOesAAGFdzOtKC6+4OI107MedvFoz2kGrGhlGbusQa7N6HQXhgxBLiyY7fWSSLQiCIAiCIKQFTbLTlYsc4soc5cgkWxAEQRAEQUgL0WSnj0yyBUEQ+jCudTaYbDaY1FVlgy4d+I659IK01+scBNWlfaM+pjH7daFtML1WbB18HWcTLb8H+rFTXMzlUffxhXyzOH127j+WAwA6zx7D5+Sq8ZtXcjr0uJpqPHT+JG7T2yu17ehJJHVR/FxJoyqrMO3kJXf/dJKyuN/TyS+K2THQ0UxSDYOFl+yTQZKTJDy69NpraUne7GTphz5duilLlU6YuSyeQ/1i3sxxkA2qnETp4HorFSw7se4i+YcWvxuAoqZaNzVzzGdTo+qcmMMOgCknzsQI7u+klZ1JY4XUz84ulqckN5OUp/PcsVqZu5pihps+4TjPTddN0bbtPi+dy5dGOIekETFWWiB/BUk+4naWTTRO4pOsPvV+u1ka0jKe9tecx9cx2Eg20aaLvZ69lseh/QS6UHgRS3BwIslFiotZTlPfSPU2mvjczfXsyOsppGdSmMHPptxN0phVLcVa2aZOGj+hOMtX1mwr1bbPG70SAHBBNqe8r80guYndwG2tiVJ9z8hgB+RPQyy9MoF0NjPV2NgAsLyrEgBwqovlPa1J6pfaWA5C4QQAXf75HqAg/XTpfdyQDeP+D+k5dXV1uPLKK5GTkwOHw4GRI0di6VIeRIqi4K677kJRUREcDgdmz56NLVu2fMMVBUEQBEEQhCNNypKd7r+e0htzyLa2NlxxxRXweDzwer249tpr0dnZ2e2Y1atX46STToLdbkdZWRkeeuihA+uQb6DXLdnt7e048cQTMXPmTLzzzjvIy8vDli1bkJXFjg8PPfQQHnvsMTzzzDOoqqrCnXfeiTlz5mD9+vWw2+3fcPXufPuxwYB17/teuWX33ncIgiAIGp0DYzA6TJrJKWMzW2pL3yM7zO6T2CPN1EVl9hZdRj6dQ5qziY5tGc02HHedGmYvj62TmdvJSmrb5dPKomM5u6Exg6y7ngVbtbLwOHJyDI5ii66lks7J+IKdJpXBnPnOXkeOeB2nsOXP+2k1XWcEX8dVQy9gg87qnNzJoeksaqbHzkmV3K6l5Fxm2LBTK0MBWTxjJZyRz1LPbYwNLaf2fbWO9zeQ5TihC+tnstLLLdHerpUZu9iJDUVkJTVE2eIJNcSf3nIOq/o89dkr1TCEipmfkTnADzFYSu9hp1XnQKo6ebq36yYqJppAmasqtCJ3PYeMi7rp+lmruQ2eDfQ8d90+mau9gaz/dWezFdisu03BUgrJ1zKS5wcWP7XHkOA2WDuovqFCbmvTVK4Par0AgIxJXJ/WTWQ59vT3aWXZC8nia7mILb2+Tg6V6LBSn29rZIt4WxftH5rToJVVOckJNsvMz3Wsl1crlrRRv31sYofF1R2UtfN7xQu1sgorrbg83jhLKzs/h0P4BVUL9eIQh25MZYdcF2ULfLmZ2j3E2ohO64GH8DuUpuzemkNeccUVqK+vx/z58xGLxXD11Vfj+uuvxwsvvAAA8Pv9OO200zB79mw89dRTWLNmDa655hp4vV5cf/31Pav0N9Drk+wHH3wQZWVlePrpp7Wyqir+wlMUBY8++ih++ctf4rzzaJ3n2WefRUFBAV5//XVceumlvV0lQRAEQRAEoTfoiYW6h5bs3phDbtiwAe+++y6WLFmCCRMmAAAef/xxnHnmmXj44YdRXFyM559/HtFoFH//+99htVoxfPhwrFy5Eo888kivTrJ7XS7yxhtvYMKECbj44ouRn5+PsWPH4q9//au2f8eOHWhoaMDs2bO1sszMTEyePBmLFi3q7eoIgiAIgiAIvUQqhF+6/wCyHOv/RfThIXX0xhxy0aJF8Hq92gQbAGbPng2j0YjFixdrx5x88smwWlkOMWfOHGzatAntutWjg6XXLdnbt2/Hk08+iZ/+9Kf4xS9+gSVLluDHP/4xrFYrrrrqKjQ00FJKQUFBt/MKCgq0fV8nEol0eyB+v3+vx+mZ+3Dxfo/pCSI/EQThWGaf36MJA5AwwFlLrwO9DCTmJCuUtYPtMakwv35OSAd7qy7jo4EkIbmreTm6o4qW8Yv/U8P1GUDvgEipVyvzfrJd2246fxAAwNylc1zz0dK/czEfhzySZSTbfFqRSedUCDPVJ+LhNkQHkEzEuYUdH7XsjyaWtBjLS/a4jnP+ai5TnROT/fk44zaSmFh284taCbD2wZRBHdg1hx0IbW+relN9vLPUtpHrY9DH295OEhVzAUtsEm10T4Nfp7VQs0mmnD0BAJXkfKdYdLHOd3GmQmsxSXUUk84KGSV5T6SAZRNqIkK46rgfre3sLBnx0NJ93akcOzpfdV7N2qKTcahtjbAiAHEX90X1mVR3Y4LLclbRdvsQbkPxAhrTDSewk6d/MLfBW+ajc3ZxTGxLEUlwDAa+dusUcsYtfI77NjyLHXRjNeS1WTCC5SRdURrjLWF27l37DGURPe+HC7SyXV3cyCuKacL335bRWtn3Sz4BAPxt90l8XCEdN8O7UStriHm17b/XnAAAOCGfJVMVakzsgbp42ltiJG8pMfsQPoioHwcSXaSsrKxb+d1334177rlnj+N7Yw7Z0NCA/Pz8bvvNZjOys7O7HaO3kOuv2dDQ0E2ecjD0+iQ7mUxiwoQJ+PWvfw0AGDt2LNauXYunnnoKV1111QFd84EHHsC9997bm9UUBEHoU8j3qCAIvYJiSF8Goh5XW1sLj4d//Nj0P/p0HIo55JGk1yfZRUVFGDZsWLeyoUOH4pVXXgEAFBYWAgAaGxtRVMS/yhsbGzFmzJi9XvOOO+7AT3/6U+1vv9+/x6+iQ01PLONi9RYE4Whjn9+jZgUwK4h6yJLXVcQWaO86shJmr2OrY8xFZcFiXSY9Nm7CoB4at/P+nPXkuNZ4erlWlr+ALKdtk9ni1JXH5vG8r/ZcsjW2qhkfJ/Nxzk8pRFnwbF1ouW0cwg5byeKb/x/O3qiUksUqWcvf1UYnNcLg0jUmFOY21tGx5gp+9yQbyVqYGMDvMqjOi8Yc7x71BwBDiFYT7Lt1FvMMNcukzoquhFQnxyT3vaGT22AuoXsmmjiT5YWVnXDGIwg3+PGqhd7DRtXSrV0PQNJBVldTJ1udw+N1fbpTXeWIsfU2Gadt+yccRg6DKunaca6jpYnD2uXs9gEAdp/J78+k6mwZLNS1f5RqldQb8nXh8xIuGpM5n/M5kUwaX5E8ruPmG1WLdwuPYbNuFcYfUp1Rc7ndXg/1aWs7W6CzCqj94W/xGO7n4r4vH05jc3eQLeKZV9HqQewF3eTxTAoLuLitUivaqnOWPMm7GQAw2M2rCC82UyjKqdm8WmNSU2E2Rvl+Jzg5msaTQ8iZz2XgvlgZoT5vS7KzaI6pe3SNA+VAMj56PJ5uk+x90RtzyMLCQjQ1dQ9PGI/H0dbWpp1fWFiIxsbGbsek/k4d0xv0uib7xBNPxKZNm7qVbd68GRUV5EVbVVWFwsJCfPjhh9p+v9+PxYsXY+rUqXu9ps1m0x5Qug9KEARBYOR79Pjnol2f46qdH+HC2Pr9HywIB4rSw389oDfmkFOnToXP58OyZRyB5aOPPkIymcTkyZO1YxYuXIhYjKPzzJ8/H4MHD+41qQhwCCbZP/nJT/Dll1/i17/+NbZu3YoXXngBf/nLX3DDDTcAAAwGA26++Wbcf//9eOONN7BmzRp85zvfQXFxMc4///zero4gCIIgCILQSxzKONm9MYccOnQoTj/9dFx33XX46quv8Pnnn+PGG2/EpZdeiuJisvBffvnlsFqtuPbaa7Fu3Tq8+OKL+MMf/tBtta836HW5yMSJE/Haa6/hjjvuwH333Yeqqio8+uijuOKKK7RjbrvtNgSDQVx//fXw+XyYNm0a3n333R7FyD6a2Zu0RCQkgiAcjVg9YZicgNJAy+W6sMOIeegFGc3kZfqUnKTibbYAdRZxPGVrkPa3D+JzElZaQs+dt0Qri08ipzBbBy/txx06R7x6ijEcG8YZ8szqobZmlnEkQ7SMr8/y2HrZOG3bOMoLAPBu4ljFqfe+ycvL71DlEIqdow0ou3k5OTltDJWt5mV8Q8oxUucgqMTUzJBduugJundbYATJN6wdvLRvSsXH1klDUg6P5n6VXIfduuAAqrQkJXMBAEOqLxUFSTWmtuJVnRjVbJAAYFQdMQ1l/K5yNOkkNkm6TngwL8fbVelItFwf/5tkFYYMTt+YdHD/+QfSakneCp3MZSu9C02VnG3S15+mImZ+rCj9mPvPN4D6T+/4aO6iPh/wIo/DummqU2k5lyV08aAtdmqDsYb7rLVDzbBYxjIX7x9JvlPzHX4eHR18TjCX2uiysuyk+a9k/Yx28LTq5LJtAIDFDSyTGlDAjohLA+R4N8DJ48zopDZu7NTFglc1WKMd7DjclMjQtjeF6NhUPG2AYmEDQHOCn80wCz3jsAJYjAcRJxs4ZKkce2sO+fzzz+PGG2/ErFmzYDQaMXfuXDz22GPa/szMTLz//vu44YYbMH78eOTm5uKuu+7q1fB9wCFKq3722Wfj7LPP3ud+g8GA++67D/fdd9+huL1wDBH0d2DRe2+ipX43HC43xs+cjdJ+A/d/oiAIgiAIh50DiS7SE3pjDpmdna0lntkXo0aNwqefftrj+vWEQzLJFoT9kUgk8MKjv8E7//g7YtEovDl5CHX68exv/xejTzgZN/z6EeQU9m4YRkEQBEEQDpJDmPHxeEMm2YeJlIREZCOUselP/+9nWPjfV3Dh9Tfh9MuuQlZ+AWLRCL587y3845Ff45dXXIAHXnwT3ty8/V9QEIQDRql2I2m3a2GiDZm6OMfZ6jJ9hK1RxjBttw9kWUBCp/TL3EbL/M56Lotmkpyk6bqJWpmjVU2LneS3cLCA5SKOERTFI1TA98mI0LJ563BeAs/MoBjD9q0cTcAc5mta/XSOsYMlC1Bjaht08bRTKc31jkrGbHaAsrTS/m7RR9SU5qagLrV5KjSZmeUyyZY2bdtV7aXrRFkuYkhFANHJLtBB8oVoSZbuOF185x2qdETXBiVgAFIKBzWsQ9xL9bFVsOwm6aE2JC1cR1Rzum+DOhhs9ToZSCZtWzfzgw2NomsGSlku5Knh8RPKM6r/O7Sy+BRK/e3exXKF3OUkO+kq5fvVncznpB5KuJDPKf6I2rf9Ao7mYSOFEdxbuT6d/bmfPZ/TWGqdxGVQo5jkZbCcqOZ0kmLk53CEG9dD3PfmO0mKs7ONn80ZVeRsmtCNoLc+oPEez2DZyZypHOvaZqR6RJJc36kuihqSa+EIFzE1IPmiIK/yjnLs1LY71PA+f2+appVdWkzSrBMcHDs7pH4sLIZuCqcDwKD+S/fYvkuvOz4Kwv5Y8+Vn+OT1f+OGXz2Cy/7nNmTlU/gmi9WGk865EPc//zrCXSG8+PjDR7imgiAIgiB04xBGFzneEEv2YUacIoF3X3gGZQMHY/p5F+11f15xKc64/Lv4z9+fxJW3/D+4MiTUmCAcKlJ5JZIOehuadrJZOlFGnmjG7WxVHPQUZTTc8BP+Lhv0LDuNGTaThS0xkuMutw4jS50lyG/clFTTs5Ed7hwNfO9gCW3b2tnq6BukZtp7j614bSeRxdu2iy2aEY8uy98KNQuiLuZzvIVMnnqnwdi0EQAAawtbvA0+jits8JOlM+nntiaDqnV7F79Kjf0rqX2NHL9aGVLJ10n1Tydf21ypOsYl2VKbimtt7uD41tjG1ua46vAJA9vK8go9QF0AMBhhUsOQmdaQs1yymFcFDTvJCt41dYBW5tT1RUJNK90+iWM6Zz1DKasNBRzX3NZEdXNU+7SyWB7Hm85dRXXUZ78MjCYLbcYaXnnYejU57nk59DMKlrJFvGkcWaAt7dzWLrVqg/+Xw71t++lg2tePzzUE+NkETqXnZdrJFnNjGZV1/psdDa2lNH4adnCmyrxbuA1hP72T3A52znx/5xAAwMAcfu7fO/MDaouFx/hfq9naXOQiC75Rl20yrFq1t4W47+dkrwMADLHxKkJYYet3qZVWSi6qWqqVrYyUqcfxakUqjnZCoX8HjMhF0kYm2cJhZ9PKpZh98eXakuTemHLaWXjxj7/Dzs0bMHT85MNYO0EQhKOPC5u/xIXBL7hgb9lA6mjSm6cE8Vy76vSV+pr16Rau40m8Zh+Bf2AABKHHHEDGx76KTLKFw04ykYDFYv3GY8wWi3rsQYYZEgRBOA5wJiLIU0L7P1AlT1E1xqm5+Ne+Sp1KDIJwIBxIxse+ikyyjwL0EpK+IB2pGDQUqz5fiIt+ePM+j1n5+QIYTSYUV/Xf5zGCIBw88ewYjA4TTGp831guyyrM9STZsHP4XSRyaancqrOMdlaxRKDt9JEAgOxN7Oyl+nchf6lOfhFLqPdjmYK5g5ffvR+okhDdilfnuYMAAMlsjhGc/RnFf062snNhzlqWAxhUB8JkkCeoqfjYSpQnmvbt1EglwHWMDuEU6mYfSWcMYV2M7nFUH0ujXytTbNSPxkyWuZl0MahjI0hGYwro4mj71DruYqmBcWAlACCxljQUwWQALUZul5KavehmMXlgaUmzQU0Tb6T+U4wsGzAkkwjZ3bAE+FkrUZ3EQnWmzPuQZTnKMGprxwiOk+1+aTHV28pGE4upgs/ZTufHdf2cHE+yjKROTtPvN7Rd85PRWlnLWJ6e2NTxZ+nksZBymG24eDBf50WSdGy/WOcsqpvkRewkKSpayoXNCvWp8QIe5OEmenaDyjl+td7JsSCTnlcsyZ+B5jYaU+P6s6SnJkxyk3W6mNdT8qq17U9200rCd/st5nsr1O6URAQA7l1xFgDgyYnPc31iLGXpZyXpTULnZJgq05OpjoXdCRM6lYMwYIlcJG1kki0cdk791pV45Cc/wLolX2L4xCl77O/q7MRbz/0Nk2efgay8/L1cQRAEoW/xinEw/pN/ovZ36keD/sfDC8qbyEsG0Wxw4krXxQAAo/qDIlHMkzJTA+uLBaHHiFwkbWSSfZTRFxwjJ88+A8MmTMFvfvRd/OC+hzDl1DNhUi0n1ZvW4y933w5/awu+ddMtR7imgtAHiBuBuBGJLLJqujazVdLUtefhWy8jq3X+EraEBUrYSlq4mCy0MY/OGVA1mNZPYwt07io6LpLFx3WOZMfHogVk6Y5nsdNlMnWozgiXzKL6xCvYUcy0ZIO2HTmBMktaa3UTS59qeS5lC2NUvY/xU86qZ63R3Vu1nier+Dva+OkKautJY7Uyc8pCHWHLsN5Z0uQjq7be0h1XMzka7ey8iUayrJoGVnGZziKcyrJo2FnH+xNG6huLGcmRtApoaKdJuHEHv0cSFeR8mApLCAChGcO0befnm6neOVzH1MpDJIMnTRmqBduoyxzpG6WzdHup/6JeHlNNE8n6m7mCHTGDg9UQhrqIgoPv5We49Xaqm7Ned++d1Be7p7ED4LZLydqct5LNp/Un87aljQZQCxvMEc+m61hMvPLi9NBqRVsXr7IMzmfL8Kp1ZK13FXL/jR9UDQB4bsMkrezbQ78CAHzoY2t7dZJ/7MwppXB+FgOvKISS1FcxXWdcO5ycTpeG2Jl4gI2t7G0J+gx4TfyDqzpKn4cxds70eX/TdADATbmfQDEcuCXboHRfIdjfsX0ZmWQLhx2zxYI7nnoGj/7sBjzykx8gu6AI5QMHo6OtBTvWr0VuUTHu+vu/UDZg0JGuqiAIgiAIekQukjYyyRaOCE53Bn7x52exff0afPzav9HaUI+KgUMx9/v/g4mnnKY5PgqCIAiCcBQhcpG0OaYn2c/9eBOc7oz9H6iyNynGscDxLCHpN2wk+g0beaSrIQh9FudOM0w2M8qf3goA2PRzXpLO3EwvSFcjLy1HM2kZ26CL6RxlnzDY60iK4RvI8o2UvMNTzUvyJjV7o+czdhSLzWFHZ0MjOTKaNvi4PrZRAIBIMTtaBgvoB3nuQl4WVwZUattWNU50oo2vYxhP8gPDxmquz0bSxhgHc1g7pZUlJso6NcOiLi61uYhkF4EcNgpY1mwHAMT97ECZPHEUn9NO90nYWA5g7FDlK1UlWhlUeUZiAwePNpfo3gVOktaYigq4bIcqO0gmYWpRnSkzVAfIXeywaQzQdsLLcgjX2ga+jprpMrmO7x2fQnHEM+pY2pCYOBQAEM7k9uvjmhtV2Y59DMslclaTzKX1BM5omL2YpBjuQm7LtltZvpKyhkZ1r/u6GXRPUxdP4kxql3exIgPWNt7vGE3PMxzl+ma76Hk0trE0ZkQJxaNu7mJHU6eZ5T+55T5qq5nbuqWVJC9zB63Uyp5dR+FnZ/bfrJUFYiyJcptIWqTPEtkRJ4nN5iD3xcgMGtv6ONl1Mf7QDbeRZGh7lH2Yyi30+XnDP4bbYKQ2+JJWdCbF8fFwcExPsgVBEARBEITDiEyy06ZPTbL3Zv09nqzbeo4XS7cgCIeWrsIEjI4E6i4jC66Fo9HBN5UsnvmPs8OdooaGCxawJdZdw2/SxpPJgh3JYguis572K7p8KFEvWRN9Z7D1Ou/d7dp2Us14qIwfopVZ3qeMdqkQfABgrSoFAPjH8XeiZwVb/FI167h8olaW87Eamk53na6pZG21r2DHR314PJNqtU62sXU7VknWxoyVbAVWVEu3qV85n7uRrezIJCu8UR8+z07WzeSmHXyc6vCob6sS0YX9qyOnO0Wfc8BiBmIA4gkkq2mFIOVgmRzGKxTGWrIcm4Ps2ZrKMAkA0dF0767xbE3NXElh9izN/BATWTQWTF1sFe3KZyuxcip5GBqjvD/lBGvWnbPjMupbveNjxdvsxNc0nu6Ts47b7+tP7Y7oVlGiXnpe0TF8bqKenVejtWroRhM/1+wM6kd91sVAjBxQGzayZThnLF8znqA+aNnNJvPCj6nya3/A4zDHS6b1eJIbVmTncI52I32uIknusyIr7ddbt+ujXrqHmc9tjPG4SDk8lllauQ1JavdsN4cCtKsOlhZDEvGDcHyUSXb69KlJtiAIgiAIgnAQiCY7bYz7P0QQBEHYHwsXLsQ555yD4uJiGAwGvP7660e6SkIf49W8KXiu4GS8ahy8/4MF4QBJhfBL919fps9bsvWyimNVOrI30m2LyEoEoXcIBoMYPXo0rrnmGlx44YVHujppo9iSUGxJ+IfS8rEhxraXjOUkY9h1CjtrpZb0DezDiMLPfdp2wknL+B0D2aku90OSYCgediSL5ZJsItqPl8qjA/l7a/c0Wu4um8/6FVMlSTBixawRCJZQ3byLdI6PurjUcNB+d92ecasNVr63dcEaKstjh81U/GoAgJpR0uRhBznLLlqeV8IsY1DitCSv1OriUk9hJz7zkk3d6gUAhgzqC5OLpQ0JC3V0YmglH7d4rbadiqltdPA5rwUpQ2XXaRz+1F5HkgWjn+UgqQQ2hgJuq97eaP6c7mObzk7pncPpWIufH3zTeKqDzcczqfwXWZ4QHUcSJNsm7ovISdSesJclFHE3ne+s41psm8v94yGfXPgGsDQmYaNj4y6+dyyb+t5p1Tln6tqVki4YnLy/1U9jclw5O+B+tZT6L38QZ4Fcu0qXydJJV81cw+NnxM2rAABb/dyn43NpTG7oYNnNhcUsR1rkI6lUfYjH1I/KPwHAmR8BwKJ+2PLM/Fn4uINlVMMc5Pj4QWCEVjbdTTG4vwgN1MrOzqAxviWWg1A8AYBlVT1C5CJp0+cn2YIgCL3BGWecgTPOOONIV0MQBEE4SpBJtiAIwjfg9/u7/W2z2WCz2fZxtCAIwvGNAT3I+HhIa3L0I5NsHcdT9JF06Un7RFoiHA72Oyaj37y7tykrK+v2991334177rnn8FbiMGCvo6VvfYQHS4DepK56fqMakmoEB7cuyoSbf3Sk5Bv2Nl6ob59GMo/2wXxO1T9JimFIsNzBupWXr80T1GgYCb532wk0NrIX8tJ+5gaSPvhms0RCHzjB8xHFKLZt1kUAUWUSqbYAgKGLIql0DeH4zfYwx5ZWCikOcnITR0BRhpCEwNzEUR+S7RR9RElw+82LOUU4jNQHsREsPzB9wRILjXpKm23O4JjghrI9PxuKLh43yihNvCWgiwZjp9e8IcYSCVRQPO5QGQeeNsa402KTacx7vmIJTlKN5e07e7hWlrOW7hP18KBJ9ufPS1c+yTviDi6zt3DdtDqaUhIj/Tjj/aESNTqNbsZmUh+NtUMXxWY3tTVYxvILa4T3q8E8ENJFF0l9nSz7jHXshhK6eGMdy5Jy+3FUmVCEPisF5/OYSqqVc1n4C8ofp89F9Vp+bluy+D2aa6NnN8zN435tF0XL+cc6Ts/+xKTn8XUuy1msbVeoMpJhVk61blJ1GnYnxzq/cNn1AIA/jP4XEoZuQpqeIY6PaSOTbEEQhG+gtrYWHp0OV6zYgiD0aUSTnTYyyd4PfdG6vS+O58yTwpHlaP5MeTyebpPs4w7VKhXNJtOhks2WuJx7yZmr7tbJWlnxpxRXOLODrbzQWUkDk8nhMX8FXydQRj9MuoXmbSanwYLFbMluOqNK2y79F1mMO8dzvGljjN7YzbO4LHcRxXzOqOY4xoYYW+mCJ5LjlznEZfZNZDnUO2IaVOuutZXbZXCx82ZnfxoDrh3s7JaaQCi6eNPGQWSBNwS4PopD98PMQJY981LOAmgsJQt0sqWNj1OzPyZWb9SKTHGdNbqALOvQOW8qqWu3872hWusNUbYgJ51UH+c2vl+sQOfQ+SpZScOzxmtlttX0PD3/YguqcThZf/kJAgZdbHFnPTmEWrfweyJWRSsF4Xzuk658qrdi5HNddbzqkTKGerfpHBaHqRZ6nUHWElTv4dUNtLje0k3XNOjKDOo9i8awVTocp2v7anVZS4t4M9RI48aSw/0XSdI5JU6fVtYcplWIseO3amX6jI8fb6bVl5mDeCzYTNTG/GyWqbmM1I8NcS+31cB9UaNuNiV4ZWKKnZwhwwqPjz+NIYv4BGsU/qjEyT4cyCRbEARBEARBSIuehOaTEH6CIAjCQdPZ2YmtW9litWPHDqxcuRLZ2dkoLy//hjMFQRCOIcSSnTYyyT4ADkQicTQvhx8MvdUukZ30HY7Xz8LSpUsxc+ZM7e+f/vSnAICrrroK8+bNO0K12j/WFhOMdnZci2bwMn34TJILFH3BcojmcbRUHixlKYU+vnFnP1q/T9h5WdzZoMZBbuQ3bt1V5EDnauBl64ydLDGJN1Iabxj4B0rGGysBAKZCTncdLaPU1tEsjqFs0DlL2t9eRmXjOVZ1vEyVAegcH40hklMYd+ic/XQSC0uA7qno0pMrSymetKFKF0O51Uf/Z3Pa65REBACS29SY4VFdW0uz6R661OYGP0k+jKUlfO0In5NyZExmsFhDUZ0qsX0nH6fKSWLDKrUy81o1fXspO3la2nSpyKeMorIFq7Sy2BSKwWxs4djRoUqSmISzefxEMrmtxR/QM2w5lfssrg6buIOPczSldDdclrmd5RChPLq+bwBPWaxqKHTfKH5G/iSdb23Rjec8vk6wisaapV0Xo9tA46Z9DetBOqvonOFTq7WynT6vtg07Xcdt4fjo4QTVbWeAnSXbgtRYm4XrGFzOEhTXKB8AYLqXJUG7ojSeXfl87eYE9XNM55VcYmZHzC+7KN72GDs/d58qX9HLRSZYSd7yWdiLYPhgHB8hk+w0kUm2IAhCLzBjxgwoSh9/owiCcNwjcpH0kUn2YSJlqT1erXgHyzf1i1i5jy1kjB9bxEqjMDqMMNeTRa//c2xZbh9MVrB4f35VhHPprZnUhfrTOzQ6a2mHiQ1xiLnIwphkYzPKXiXHrKhqxQUAxcSWTP+3JtL/lWxZL+gia6qtIaiVmQN0I/NStgYGTx+lbZuyvQCAxLL1fE6lGlIuqau4am1Wijk7X7icrdHOzWSVTWTqslbOGkfX28Ah2JSUNVpnlU4OZ4dOc25O9+MAmOvIKpnwcShAo5esl8k8tlR3VvDqgWclOXwaW9lBTrFb1fv15+s0+ah5i1ZzW/PJaTKWzdfTrwS4tqpW0hx+NjErPVfz6KFaWbCIypzNbBXNWcZtaJhOVtvCBWz9rp9J9y5awMe1jKO2GnXhOS2dfM1YPxp/gQFslR78d+o/31h2oExlK1X2MbOpeIPGbt10XWEmWZktFT6tyKU6Pm5dwM/NNEL3bKxUt+YuDq+YcpZMJHm8Dsihdq9dwtcZN2uTtn1e3koAwLO7pmpl3yldBACY7OL61MZozAyz1Wlleqt2npnM+nqrda3qJHn76rla2d/HzgMA+JJOhJISwu9wIJNsQRAEQRAEIT1ELpI2MskWBEEQBEEQ0kLkIukjk+zDjMTd7jn6/hHpyOFBxmTfweqMwuQ0ouJVWqvfdA3LE5w7aak3nMeyCmOUyqre5HjSrcPYyTFho/0mXRjtwkUkadh5Bsdi3nUuOfQVf8IOXL7hOmdB9eWcvYmXtR2qLKPtZHaG9L62kg4fOVAr6yzipXTHADXetJ2dE7u89Opzf8QSk4SavRFGXt7WZ06E6nRoDPK1Lavo/KQunrbBRHIBvfTDtLFG244NraTjFq/l/Qr1r96hU2mlfknmsDwlcxFnukxJXWKVLG9JXdM4krNfNp5KGQTzF+jie7f5qP6NLDUxdemiXbdR3Q1WlpDY1tG94wP4u8G7laQ6HZUs2TCXcKzmgs9UGUwGjw9HG9W7ZQKPha5c6vO4i2dkES9PT7xbSCZib+W+bxmVkmrwMxr8V5JNbLud22qp4WfT8F3KsJho4jKzla7d3sD1yVpB907O4v6ZUsLP8LMacuQcmskZFoMJ6qsiGz/3BY0DAADZQ1u1Mr3E5N7XLgEAnD57qVZ238qzAADfHvqVVlYbVp0pdeH6jeDP5ChVRvJIw6la2R1F7wIA/jP+z1rZygg9u3JzG4JmiZN9OJBJtiAIgiAIgpAePbBkyyRbOOLsyzor1sQ92V+fiKW758g469tku0MwuxLYdDU5qfV7mS3H2y8ja9fQ37AlbuNNZDkNFrL1MqgbQv1eJuulsZGz4aVCuHk3s/XMX0UW32AVWz6969lyaAiRlXT3HLbUmkaTVVph3zJ0njEaAODewhbE/KWd2nbrSLIcZj/9pVaWUU7W3UQXm9uTqmOfJRXeDoAhg+umBFVnS12WyMgccny06bJEmtrpuM7T2EHQu4jDAlp2U7/EdY5nKau3OZvDvyGHtk2rOPa64tCtGPSjTk84+DVuL6EwdMpudjTMf4UyGSpl3I9ItbuWvy9NeRxaTsmle0fyua22jXSseRNb0zunkYOldws7cdafyFZiy0BynHS08HMPlNLDK1imW+pQaCx16BYyWkey1br0AwovuGsWt18x0ezNsZ2t7Rv/h8qyFug8bHV+d+15tq8XwbacxoeJqw33+bRiYnyJQxw2f5st0EVZNE6XtZRqZbOKKGujP851HJ1DfZZtYUddiy5FZcbZawAATiN7CX9qpz61GdlCPymDx2SKEguvAAVVh8d7i9/Wyk55/ycAgP875e9a2Tgb1eff/rEIh2IA2DrfI8SSnTYyyRYEQRAEQRDSQybZaSOTbEEQBEEQBCEtxPExfWSSfRTzTdIHWeLfO6l+EdkII2NF+CYatufC6LDD1kbL+P5yXqbPomSJaDyFl837v0rL/DtP02V0rOcF+F1zSGpQ9Bkv2cdVnzpbgGUDJZ+QBMA3iCUJ7rpmbbtrHDkiWoJ6ZziqW9KsyxbYQFKFYH/2CnPWcfbCvE9V57Sh7BiZtNB1Yv3Z0dC+niQdio1lMEogoG2nJB2mIj7HWe2jew9gmYdddZxM6t+uZu5T/xjqyww/S1oMHpIi+MazpMO1i/rZbGZJgmLh65h3Upxsky4LZHRUJe1bupnbqspcEmM4VnPbCSSxKXiWMzp2DeVnHHPRfSIe1uXYM8nZ1N7E0gbHf5bg61jGcMzngsUkq4hl6vrURNIGRedgmrWF2pr3AseQrvvBGG175+k0gAy6DJ3unVTHUKGubD3dxz+Qx1nmJr6P0U8PxVDAUpVOC9Vn+GCW9NSq2R2Vs31a2bpazghpMpPk44LBHHt8aRv1T5GTJU/tEdKgDMhp0soCCf7c7IyQnOYc7wqtLNdNz2uYnWNiL+qksTszg2O9f+gfrm3P9ZLjZEAXIPyfs54CQDGxU9TE6TMy2rETofhBxMkW0kYm2YIgCIIgCEJ6iFwkbWSSfYwioQC/mb7uICljQUgbTwxwmBCLkeW55STOquddTmWBCn5T2jrIWpi9jstaOMEi3LvIctg+mC1o1k46tnE8W2Ir36L/s9brrMX92VoYd6oZBsN8n1A+WVadTbqQgkvWAQCUc8drZYF+7KTm/Yosi8ndHG4tMWpAt3sAQDKoWr9j7HBmKOX6GCvJ6dLgYwt0soEslHZdiDpTDd3Hu4ad3ZIJthraKih7X3wYhxQ0dZBlNfO9DXxORLUYe9hCHxnL59hjdE1Dq08rMy8nJ8nI1CF8vyaqh3kLtz/vE/r+i84cp5VZP1rJ1x5Mznfx0Wyhdy/YAgBoO3OwVpZTS32y+1wOqVj0Tw6LGB9EmTVbh7El295Oz65hkt66Tf/nO9k6G2OfU0Szqa3mTt2KwDB6Tt6VHK7PN4LGrrGLLfAdM3SZNwN0rKGV7527go7dEOS+TbrV56WbIFb2Y2v07jby0Hx/J/fzpf1o2ee12tFaWdM2etbu8Wz9L7Kzg24wTvVY1cX3jqiZI5cG+2llE1zk+Pjk7pla2QX5bP0OKvQ5tSqJPcr0FKuZITMMCgLWAw/hJ3KR9JFJtiAIgiAIgpA+fXzynC4yyRYEQRAEQRDSQ+QiaSOT7OOIA5FA9FVZwYG0+2iVmPTVZyj0DkajAqNJAfJpSdvQwkvpYfLLQtKu6MpIDhJzs0NZ0SKWmDSPpdeKi1fp0ZVLS/Ke7XyduJOW7v0VvKzt3s1SDVNYzWjoYomAtYPOt4R0chFV2hDJYIlA9vPskKdkkeSh9SLWtOSsoiV79yqO/53oUh0odbITVw1LQ0wt7NCmXXso3TuarXMC3a069g1gCYUhzO2ytNN9DDFe2jf4SdIRG87OiUm7Gre7jTvStpvrEyonGYmztp7rE6ZnaK/hGMqKi+rWPJvrk/0Pko7Y1uzk6506Vtt2fEaSj6xGjredkrfY/LpY5xNJLqJ3Tq29liUU2etpXOQvZ0fUnaeRjKj0Y12cbHUo7TiXx4JnG+8Ol9M9EzFdgHSVjsl8HVs1jd1IEY/HId/nC21+kmRCJo+uDXOo7jlu7udQhOoRCbMUZWoux6quzyC5SGuEnXbXBKgvphdxXHNfLjkvLqwZoJVdMIDjx69pJTnSACdLUW6s+ggAkNQFgw8nqR5XF32mla3tKuM2WmkM6CUiJnV2O87GYyE14iwGE+JGfbTwniFykfTZc8QKgiAIgiAIwt5QevjvIPjNb34Dg8GAm2++WSsLh8O44YYbkJOTA7fbjblz56KxsbHbeTt37sRZZ50Fp9OJ/Px83HrrrYjH492O+eSTTzBu3DjYbDYMGDAA8+bNO7jK7oVDPsk+0A4SBEEQBEEQji5Slux0/x0oS5YswZ///GeMGjWqW/lPfvIT/Pe//8VLL72EBQsWYPfu3bjwwgu1/YlEAmeddRai0Si++OILPPPMM5g3bx7uuusu7ZgdO3bgrLPOwsyZM7Fy5UrcfPPN+N73vof33nvvwCu8FwyKohwyY/6SJUtwySWXwOPxYObMmXj00UcBAD/84Q/x1ltvYd68ecjMzMSNN94Io9GIzz//PK3r+v1+ZGZm4rmlm+B0Z+z/BKFHiPyg9ziUEpM++5yiAJ4FOjo64NFFXvgmUt8Z+A6APZ3ue+0+xxKpPil98m4YHXYgrtpcdG9FUzstUydyORZzyZt7qgzbhrGkw9lA51v9fJ1gIV276E9LtbLkBEo77u/v0MqMOkNTZwmdk72RpRa+/lSf3NUsEbD4aLtjsO4Z6VbCs76itOKJOpZVhGfRS9tZzZEe4l6qh2Jh21PrUJaBeGqpclYf1yeSRYMpaeUb2tppf9TD/eTeyBKBaDHV0/Txcq3MOEqVWGxl+UZiNMVGNm/mNOZKKcfRDpXRu08fO9qgqiACZXzv3KUkczE1sWwgWqXG+jZwvbsK+IMRdVMfZOzk527bSW3Yda4u4oraFTEO5gJPNUsxmibT/wWc0R7eFSRB2X5FHhcqVA/PDm5LO2el19oVy+YBYq+zdKsDAKSyl8dYxYHwcJaBONbSM46MYvlKXI04YnTxtcdWUJ9vb8/h+jTy+Bo6gGQgdhPfvNBBkTtadBKS9W9SJJa5ly3gOurSqr9fT41saOd5zN1jKeyOS5dq/R8NUwAAZ+Su1coSOhtpTA3PcqKDpSp+NVX9+nCJVnaSk/ZnGxMIBJIYOqzpgL5HB/3s1zDZ7Ps/AUAiEsbm3/2ix9+jnZ2dGDduHP70pz/h/vvvx5gxY/Doo4+io6MDeXl5eOGFF3DRRRcBADZu3IihQ4di0aJFmDJlCt555x2cffbZ2L17NwoK6DPz1FNP4fbbb0dzczOsVituv/12vPXWW1i7lvv00ksvhc/nw7vvvpt2PffHIbNkd3Z24oorrsBf//pXZGVxGKCOjg787W9/wyOPPIJTTjkF48ePx9NPP40vvvgCX3755TdcURAEQRAEQTiiHAa5yA033ICzzjoLs2fP7la+bNkyxGKxbuVDhgxBeXk5Fi1aBABYtGgRRo4cqU2wAWDOnDnw+/1Yt26ddszXrz1nzhztGr3FIXN81HfQ/fffr5Xvr4OmTJmyx7UikQgiEf5V5/fv6YAi9B6HwvraV62u39RucVTteR8cb+0/nOzre9Rii8NojyPWpTp5hdn2MuDf5GgXKmZrc/NYspoZ2ciJzK1svezKo/PNXTqLeIS2d9zDToVZ66ks5RQJACZdTGxPDVn8UtZrAMiopTLFxBbYcIEaj1tnvTYk+DptUwrVOvALN3W+PoOiMUKWTNNOn1aW15XNddtYQ+foFn8dg8iZUFnBsaFN/ajMtK1aK+s8b6K27axRza0WthynHCNDMzhOtGs5WbU7T2CnOXOIraDuNWSZ94/nz0TCQu3K2KlzIG1RrfVW7sfOcrJCZn/ZwNfuYMtkLIf6NOLlc2yq1bvkA7bKpyzhbaO8WlHbMH4QBYv2fMZdp5IVvfI1XkXYfglZOFtHcd/msaEfXTl0vjHK9QkXqisLrfwMQwOp3fYMHueI8DSnYDZldQxGue/basiinl/BTrB1neTY6HyG25XzI/6u6oySlXhADmco3eyndnmsvMoy++KvAACrfJy1M8vGVvTvVXxKGxwmGyaoTp46x8fvFH4BAFgRqtTKprt5zEVVS3auzrLuVKh/NupWpjKNNH6cxsPv+Pj1eZvNZoNNl11Vz7/+9S8sX74cS5bsmVG0oaEBVqsVXq+3W3lBQQEaGhq0Y/QT7NT+1L5vOsbv96OrqwsOhwO9wSGxZKc66IEHHthjXzod9HUeeOABZGZmav/Kysr2epwgCIKwd+R7VBCEXuEALNllZWXdvn/2Nj8EgNraWvzP//wPnn/+edjt6UlSjmZ6fZJ9KDrojjvuQEdHh/avtrZ2/ycJgiAIGvI9KghCr3AAk+za2tpu3z933HHHXi+9bNkyNDU1Ydy4cTCbzTCbzViwYAEee+wxmM1mFBQUIBqNwufzdTuvsbERhYW0alVYWLhHMI3U3/s7xuPx9JoVGzgEchF9B6VIJBJYuHAh/vjHP+K9997TOkhvzdZ30Nf5pmUF4dggXVlAX5ID9KW29pYE6ZVbdiPUGcC3nx28/4OFbuzze7TGCdjtsIdp+bhgGS85b/4OyQZctbwkb1D9w0Jl7CimmHSvEvWlGqjkovwlVFj01i6tLDyIlmoNCksAQgVs98l4ew0AwDyTJRRJM9UxqXNOtPhJtxIs5Ou4GllWYfWRdCBh5zoao7Q/XKjzkFOlD9bl67koz6ttR8eRbCPlaAkAxgBtG8rZuSxRTT9eYqeyNMbcyfVJOqgelmJeqo7lkeOb87NNfFyU2uV4R6ebGM3jvn0q3dPZwLod60qKCa3E+Nn4zhzRrX10gPqfg8dDVwk734Vz6HlnrfbxKbX0GW68WhdPu4WkDQoPDxQu1vc91S2cxZOWUBHVo35GplZmV1UX+ctZ5rHzNN1YNVKFCxfxtRsuo763F/N4NSdoXOS4WZKxa3O+tr29k+YYnsKAVpYxgmQiCYX7x22lem+/gPu2KMbjqzyDnEgX7GIpj7+ZvD8vmcASB7vqlXl+AadAr4nkatsxhcZCWPcZ0MfHTjHbtYHalcFx0n1Jp7b9assEAMAthe9rZSZVp3Gqc7NW9rf2SQCAH2YvQVQ5vGnVPR5PWo6Ps2bNwpo1a7qVXX311RgyZAhuv/12lJWVwWKx4MMPP8TcuXMBAJs2bcLOnTsxdepUAMDUqVPxq1/9Ck1NTcjPp+c/f/58eDweDBs2TDvm7bff7naf+fPna9foLXp9kt0bHSQIgiAIgiAchRzCjI8ZGRkYMWJEtzKXy4WcnByt/Nprr8VPf/pTZGdnw+Px4KabbsLUqVM1n77TTjsNw4YNw7e//W089NBDaGhowC9/+UvccMMNmqHhBz/4Af74xz/itttuwzXXXIOPPvoI//73v/HWW2/1rML7odcn2b3RQULfZW8Wz75k8T2WOVozYgrfTKI0DMUJ2FxkRWyOe3mnQpZDky57YzST3prD7mer9PbrKrXtkgVkYYw72bxp8ZNldfvVnHUwZTE36AxqSZ1FNHgqvS8cjWw5bhpP1sKiDzhDXqSELKLuOrY66jMetk8kS5Y1wDdyfkQW4645/K4KpbJSnsYWaL3F3LmLrIiG7dzuwCwKweZo4DqaO8hK6ljDx0WG8HeYYqJrRivZohkspBd/5kq21LZcRhbjvNfZwa0rly3C9jbqU0Oc2xVRre16Y6izifolVMCWYWsnndM5gK3JrvkcysxZSmH6mqexFdjrsavXZouvd5m63B5la7J/Ejv5tYwia6s+zGDlm9Q/O09ny7lFNSzXnMF1zOIFBbSOpvNbvxPUymKt6iqLg5+7cTG1p3kid4DiZqt+7kJyeExcwH3W3k5jyu7k67T6qCzby/fLdfC2WXUgHKhzfLTmkU9ZhonHQnuM6rghyc+/3MYOll4TWdy/CvbTytZ1UN+fkc/PY1OMnkNTnC3B7XFehflFEYWcC+uWFJKqZd6n8DTvMi9Z2aOKguhBRG8+0hkff//738NoNGLu3LmIRCKYM2cO/vSnP2n7TSYT3nzzTfzwhz/E1KlT4XK5cNVVV+G+++7TjqmqqsJbb72Fn/zkJ/jDH/6A0tJS/N///R/mzJnTq3U9ImnV99dBgiAIgiAIwlHIIbRk741PPvmk2992ux1PPPEEnnjiiX2eU1FRsYcc5OvMmDEDK1as+MZjDpbDMsk+kA4SBEEQBEEQjjIO8yT7WOaIWLIFoSeIhOToQOQgxymtNiBoQ0h9GSZLeXl9wIskA6g9hWUKCTXEcKKQk4x5tvGbdMd5dMDAW9lhz1SoxhDewWEDAyX0+sldyc5cXTksIYhm0JK/JcBOYZk7qD6KjV9dttXVAICm8wdxm4wc39qrOu/tOp3LrH461trBbQ17rer9dI50W3jMhyZWAgBc7SyxyPiYpBzJAdwuJU7XTBbyd5RtO8sKFDdJCOIejr4Vt6txu3Wyi7y3yYkxNqJSK7N/yhqK6FSSqpjC3IZILrXB1qrLSpmdyozIz8j+X4rf3Hot+0ElzubU1cY4Hetq4Gu3jKF6F/x1mVa28yaS1pR8zDGv9dKZUB6d05XPEpOWMSTFKP2Q5RdNE1xqW/i4TlYWwaBKG6LbWC5hKCR5k8XMEpvIJP8eZdF2llVEz/MBAKoyfVpZjoskG0bdbLAzpo4FI8tKtr7dn9s1nNpotvB94i30PL1TWFu1O0Rj5fIiTrQX08k3gkm6j15iMj2XHBUHWjmkscdI+/Wxswfp9kfV8pc7WOqUkoYs18XWrrRSts1xtjZYDQcRJxvdwtLv99i+jEyyBUEQBEEQhPQQS3bayCRbOCbRW1XFqt37iNW676CYFSgWBY71ZK3uKmHr3O4TqCw+kEOi2daSdXL3dLboBgayxdMUIqva1gc4jGvmFrJnhXPYruVopLdv+zC3Vpa9kUO42beSc2O8iC3m1iU76N7fG8n1N5CFuuylnVpZaHgR71ezOpb/YxuXqZZR/0lVWpmrntpgbubwbu2z2XrpXa9aa03sXFZ3NYUXLH6SrfaJcRRmzxRia7LeyTHmpNduNJOvk/uF6kDo5T5NtqYyK3J4QIOLrbK23WS17Srnc9yfkEOnwc19allF7VH6sUNi+HTKQJm/kOMEJ3fWadupEIDBCyeAD6D/Gq9ja2n2RjqudRRbmPPf2a5tF+6g531B21dwKlGEDFb87ueX0rWLuC3hEuorRy2vWph0GUVTFm5zJ48fYzNZjpsH6LxlrVRJo4+vYwnosk12keXY5+SVGa+NLM8pZ0YA2LyTwiueNpxXDsZcwo6sXzZW0r3beOVl3BgaX1Mytmplb4THAADa4vw8WuJ8TqmVnnFTlMsmZ1D/5ZjY0v9piFZeUo6SALAhzO+92W5KFT47g50lU5zt5rCQdtV6vStuRmf88Ibw66vIJFsQBEEQhEPGBZG1yFNCaDY48bsjXRnh4BFLdtrIJFsQBEEQBEFInz4+eU4XmWQLxzziGHlwiDSkb5O/2ACTxYCGmbRk3+9fvIzcNoSW4g2rObtc2bs+AMCWK1kiYG3hJftMVZXRWcpL+0l19V6XVA8562g5PJzLDoC+AVZt26uQs6S/ksuik0kmkrmd5SnurSTjiPbL08piLl1863aSS3RMq9TKLAGSBth1DoKmTyiUl6GEvzssXdwXzRO8AICsrVzfok9JshGfMEQri+RQfR1vrNbKApdP1rYzt9GSv71B57BXRpKY9lmcBdJTQ210rWcHt8gInYOluvTvWLaD7zOT6mEJ8rWRpCyHnSXcj6lnU6CwM6gzzueEBlPfhzO5H4s+JufNuJfHQlR1Fs1+5iuu48mjtW3rLopXnnRagCD9b2UfSY3ctXSfuvPYAbDf07x/2+U0vqIFPLNz7KB7G6JcR1c+janOsC5DaSnLLjI+INmG81N2Toz/iSRKW5pY0jOonGQ0Fl0Q94Ywj/dMG9Uzu4TlG2fkklQjkGQpSqZFPc7Mzr3bwhx7fICNxt8IF0t1fAmneh0eZ3lmGsN5Jr9WpneCLDZTe5ZHOGt2sSotWRXlduWZ6DoLgkMQDsUB8H17gshF0kcm2YKwN5IAagA0gn6xZwHoB8D6TScJgiAIwnGOyEXSRibZgvB1agF8CiAEwAPABGA9gMUAxgMYDolLJAiCIPRJxJKdPjLJFo5LDlhCsgvA+wBKAcwBkKOWdwJYBeBLkJV71F7PPmYQiYigkXphJumXY8MNujjHjbTsbgzz0rR/IEVCsLVymb2N36TtqnLCXcu3iKgBQsre58gdwXJaFg8W8NK+dxvLN1Lxr51OjvCRsNGxGSvruT7j6HPt3sY6BLsu9ffOiymqRtZmlpiYg2pKct0EwDSMIjiEylgWEMznuhW+X9ftegBQ8hGFwOgq5HTgqZjX0StYIqLoYhL7BlFUDUcz1ycVm7voXV6+949VI6ToUpKH8nkpLSXBsa3i/b6BVN/8ZXzthJ2eU+5bm7Uy5yRK4x13cvsUM2/bd6mp4ZdyfO/gFHoO7rUsXzG30BRi10+4rSVPrdK2my+hL8rkq1zncI6i1ks7DIHUI+7gqCDbrmT5ijWDJB2JnRyRBKnhl+S+tZjoHM9mXSxqXRSXjLk0brZWcvSZ5G4ah0bdYBifvXOPskiSr9kKqsfZ+eu0si/91Iizsrn9L3ZQdJZxHh5TG/ws6TgxYwsAYKCVo7wEFXrGHwaG65pK9TjBW6OVmQx7RgfxGkO6/fR/iYk/F4MsVJjhXoNOJYl79rhCmoglO21kki0IKRQAXwAoBnAq+EscANwATgR9YpYCGAjA8fULCIIgCMLxjViy00cm2UKfYX/W25WffYL//dvlwHR0n2DrGQ2SjmxWt49SlJnfvP/Vw1ONo47nfrwJTnfG/g8EEOoM4NvPDj7ENTry+CuMMNmMMNjJmhrq4F+PpR+Q5at1KH8g6qeRBc0c5LdnySdsQUtYycqXuZ2t0h1VZKHcNYv7PuFQswrW8XUCpfxK6iwmy3Lucn02QaqHfzyvSnlWkhUwMJIdylwfbdC2c5xkWncs3KiVKYMrqF4DOX5xZpSsoF05bPks+LRF2w4OI6fE/OUcyzuiZjTM2MoWekOE2h0Ywk6Frp28v6uY+sc3gK22hgRtu/PZIp5yEk22tWtlCSs7Pub8h6yoSiX3hUE1YHfl8rW9K6kNdVfyWM5ZTxZ4Z41PK2ufwP2X8qnrPIvbkIqJHRjNlthU1s4EVxuGEt4fy6BGFLncgK8DRS63ZsH2cDhtxFzU59aAzio/jQNll/6Z2rNzDp8T7k/Pwebi4zq205JJ5sxWrWxMFm8vW0cW/DNmr9DK/DGqkMfCKzgfNwwEAJxezOOoOcxjpbqRljgDeWyO71Kf4TvtHMP9wlK6T1LnpKi/T1hdjlgQZMfZXDM5N87N5MyaV668GgAwZ9Qarcxl4HYn1G7LMPK1UyPAaeRVjZo4PY8Ksxl+84HHyRZLdvrIJFsQVLauXQWjw4RkfmLfB9kBFABo3vchgiAIfYVvr/wEV65eoP1t6uLvz+Tf1B8sneoPpbo6fP6/9wEAdHM/7QeFQQH+MWo6/jF6+iGts3CQyCQ7bWSSLQg9RZweBUEQAACuaBiFgb3E5QPIl+VrFHXs41jd9YSjG5GLpI9MsgVBpd+wkUh2JchKnb+PgyKAocmIy264DXN/8OO9HnK4Y3TvTxqyNy5cxnV8dbw4QfZluspjMDpMQCresO5HZMMkKotns/TD0EXWyaSN3571J7JDmqIaL9sHs2QhVEzH5i3jc1wNtNwfzmZnPoPC+92fUcDt+EB2NPT3JylL1qscg7rxCtJtJXXZtdtu4CV7TzUtizsLOF6wT5WJGPWLVqtVx8DBY7UifUxoh+oMmMhgiUDrMNJJFNdw/6CO5CsZLT6tKFnJEoqkmTrYs5NNuRnLyOFRLw0xZpP0oeZG1qWVv8YOcjt/NIKus4OX/Y1qNZom8EMMFtOXmaOZj2sZSX1u7s9yEJuP+97ZSBfK+YLlMrvOpfTupf/l7wtnnRvGBqDZyo59ekfNpJXGT0GIJ9bNNjo2YdOlSI+knCENaC22o2MAYNzN/bzjKhorJvZ31UhsZRmHoYLiRadkIwCwIoefYSrtenUnt9uqDgKvhWNnT8wjx8dOnQ6m8c9V2vbFt36xx/4JmdVUR53p1qg6J8YU3eDUkYqJrd+/I0LPS59C/fah7wMAtsX4xaQ/p8BB2psBloRuP/WvXVefhLodUmLoUkQucjiQSbYgqIw+cTpyiovRtqIeyqnK3nXZqwGDYsApcy897PUTBEE42nil8AS8VHGy9repgy3RrRNosvvm/2fvvMOjKr4+/t3dZDe9dwhJqCGAoDTpVekoggVQmgIiiICC4k9BsfDaEAUEK01RUQQRFEUQpVdBkA6hkwRIb5tkd98/zu6cGxPIBhJazocnD5Ozc++dmTt77+TMKd9NQVhmGhK8fNGvyfMAgLNteBEdtpnsi0935D/MhJsXnc1W6A/ikupWZGSRLQh2DAYDhk/6P0x9aiB0a3WwNbRREhqAYmb/A2Af8MiY8fAPvpyqu2QHS60W+WbgWtojWvBbH71HAf2cpUWPxYs1XI6t3trvaZzvfEmbbDWyJi2pIWsLC+zrJN941tQa06hudogm7J89BGC+h0brGs7nzAyzOz7uYY1e4EZSZSb2Y+2uq90B0/9vdnA73YOzPxocWtIA1ngGrKf4gqnN2ZFQXz0aAGBK5f5nxGhCCNmonO/F7fU6Z9cc5mtC5mWQxvv8E3WVLGI9Oz4a0wrs7WKtY3Iraof7JQ4tlxVGAxlwiM+dUZe18VHzSXt5um9VJXNoo6N+Yac41/XkLHdxYEPuq13j7XWe25BSnZcDhnwqmy4mK1luMD0nznWO0NSj6znCFgKAxY3nQk4ojaXN7mltMwCnOpH21/cwL77OtKO+6iqxNtmSx3PB4ErnMXC34OVPmRyzzvNOiCWH2q0PYudU2yXWNt95J+2O7DnJuyOdYsm58VQ2a7+repEGf28q99XrcQ6vmGgmbfyxdL4fD1YmR8WVibyLEulJ35sCzTZLhwB2pvTUUzvvcj+hZLtyogEAIQaeM3e7kROQZmriYB7P8Wy7Vjstn79fl6w036u68C5Cvn2bKs1qQ6b1Gha/osl2msvFUBCECknDth0xYcbn8Ez1BZYAhh9cYPjRBbpvdHA9YsJjz/0PDwx/+kY3UxAEQRBuCA6bbGd/KjKiyRaE/9CkQ2fc2aodtvz2Mw7u2garxYrIGrXQpmdvePr43ujmCYIgCMKNQzTZTiOLbEEoBlejCa2690Kr7r3K/NxXMrG42UxJSqK49ooJya2FyT0fBnc9/LfRtvvZThpzEQttdh6cyH9cmk7Q9rtrOp8jowabNPjto9dKajVN1r3KdM7QrfzGzaxM18sO05hfnOFrp0fTtVNi2fwgsMBuNsDWAMocRJfDQmOaxoEynrbdbQeOKVlOG9rS9/2Nt+4RQlv/nkfYRMLNn6+d1JC237Xxvy/VITMH90QeH10IZTmMXMTXS27PTnOmFDLRMOTymKVVo75mRrLpg0881XM/xyYULqc5dmhG0yrUL81+tEsO9VtriqIzUAX/I2wrfaIbmQbl+fI9qvQHm+Uce4jusXsNNn3wOk3n1ufz2JrS6X4k12JzCCNbOcDtot5+DNT/ldfSL2eGsO2HzUr1/P5g8xyPJO6D134yuzg0iedKQRb1wViDL2g7RnHYLeE8jzxP8wD9m14dANCiI2dqdNHRdbLyeexXrWwMAGjUkefHxVx27nVkf7wjgE1IDKBrNg7grIxBLhRe5bszdylZgDFLlXMsdM3tep4fga70+ecX2M69sU88AKCBG59b6xh5ooBMXQL1fO44VzIT0bjk4lwBje+dxgKkG67e8VGiiziPLLIFQRAEQRAE5xBNttPIIlsQbiJKowW+1bTews2JzQbYbDqca1v0s7xw0oNF/MxRH3L96K2ZE8xaxcCdrMlMr2rXeGqSjVT/hjRs51txxkeHNtqqeQuZfTSZ8eyh6XKCi7oOBf11htvvSdo5WxprNPN8uW054XYNZPgdSpYdShc11qiiZAl3U9s8NKHuvI+zZtDvGI1FehVusM9J0oKm1mQNbL4nXTvIWEnJ3C/yYBS4U39ywji6RvQS0lAn3xVYpF5yHXbYdKvMmvVcX/rcI4lXMVkR9pCL7twe9yDqt1YD7XmG2mjmSHZIjuNjXO1DGfUjh/C72ITa5n1Kk2GxKmliXXmYELaJtziS69KY2uxDZnMB4h+gNuoSuS8u2fb2aO4bwHPqdDe6tu82nofpjUgz7+7N7ana9AQA4OD2aCWL7HZClQ/vpPudbGatdKwnhUV09WfN+fFIdip0EOLO8ysxmxwfg0wcCHxZQgMAwGOVtiiZI6NjWg7f60omdiJ2hPvbncEOuLU8EgAAbnrWQVczUhvddNzGhALePanhSvcprFCkQPv8sfCY1jfSWJ23FCDTIprs64EssgVBEARBEATnEE2208giWxAEQRCEcuOLlm3glZuLTDe3kisLtwQVXUPtLLLIFoRblNvJgVK4cZgTPaF3d0PsbNrGPjiC4wX7HrLHt+ZwwEiLoy1rt/O8Nx3yEzv5oUc1AIBrNr+FT3UmswG/o7xF7fdPKgAgqQVfL/SPJFU+NpBi0Qft4WNSa9I2v7db0VdXxl0BRWQA4H6ebBlyIthEwLHrntiEzVcC95P9SnItjqvseZavY0wm8wS/PHaQS7ZnfHTR9DVsAzmcXWzEWRC9zmjiaJtoGz89is1gPE/ReQK2cf8vtAoFANg0FhTJsTzmkavJfCGhGfchcik9E1IbhirZpTjqQ+U1bO7gbx/SU/fy+arO4+dJyt30/Djfjm98rt2SJaMKj0/Mx0cBAEndqylZRgyPc2ot+v/z2m2UTGd3XtUFsqOqIYVMVQrYMgb53txxkx+NfX5bdvZzPUjjawjifh37w+5A6M1z5mQyz69GzSir5yWNE2NCHp3naAabiHSMOwgA2J/C49glYj/+y/5RdVS562d/AgC+OteUzxNM5xlcY7OStfc8qMpH8miO1w9hh8a/MmMBAL18/lYyvV0d7KnnfkW7soOuVaVp5XmYa8/oeMHC8zDLRmNutbki6xrMRew2Zs7XrcDIIlsQBEEQBEFwCrHJdh5ZZAuCIAiCIAjOITbZTiOLbEG4DSkpSkl5mpNozy0xs29+bJ4FsLkX4PD/aAvddJhNCFLrU4QDQxrLTBeprNVQHZjKUTpcKTgC9AW83W/PHo2EdhwdwecoRV7Qxrw+15m35z3sIYhdcvgYv2108vS7OP24I050ch2+XtUf2IRAd5wikVhiaitZwHe0FZ/bluNAX6xHZhD+hziqQ3YYm4bk+pM9cdhvHBvZWp/Sc+cG8LVtJhofbdSUzAj+xT25mFjfZyk6xJmHOEW6I7hEnh/Xc9XEoM73obYVaDK/Z9UmkwezL5uiFHjRjdKacZj9qL1uF7jdR5/gaChVp/4DAEgfxenrHbixlQIOTI4GALj4cSxv2zm2u7b4kJmMMYn7X2Cg9ri48H3NjaDOhlbmyBuX9rH5hmknmcTk+fKkC2lIETeyzJq06rFkGtSgMt+jPM2N2LqPzFqiq7JZzi+HyeSjTqXzSpZVQOdsHHxKySobueMrz9Ix93+ySclqmGhu+oWzScvRXJrPZk0bTpv8VDnQQNFJHDG2gcJmIg7SrDQ395jZfKel+2lVzrDHGdfr+H6es/chwoUnTWUDfeesyEe68Rqii1jpx9m6FRlZZAuCIAiCIAjOIZpsp5FFtiBUQLQaZnGSrNi4uuVD725AfippIG01NBkG9fSGLNBopUO20/9ep7neEY0zXIEnHROwj48J/mo3ACClF8eqPvaw3YnxGNfLDuc3cvUvSXOYU5kd+070Jc1xpb9YW5gVYddAa/zSzrfgY9CyLh3z2yUlShh0J4DC8bTdkunaadU4FrPWodER9zu3GmtYHRp6sDIVFnd6rYauZ61sUnN2vrOY6JrauNVHnyKHPW22xEorSbOaF8nHnujGF3LNonKeP58nLYrabsxkmWs6Xe9CQz53yHa786FFE4OclbvIvJfGTJtN0iPBHh89lMes9jSK751RL0TJznRhDbU+i7T6hlyN96a9aQaDJnNkMGmg0zfxeXyacoxurCCvy+guJ5To9DIas/Ce7DR46CJ5TiZl8/2v4s33IagSOaWeSmQn2dbVyXnTob0GgC1/1wQAtGnEk0qv0TbX8KN+f7KnpZI1jCat9/DwddzsCzTfJ1T+RcmMmvNsy6U+mK085y7avT8H+G1VsnW50QCA9h6HlCxb4xEbaB/LQ/l8ngj7Vomnjm9isjVPHStxsq8PssgWBEEQBEEQnEOiiziNLLIFQRCEm4Ih6/9U8ZT/Qr2SDxAE4bojmmznkUW2IAhCBcZm1cNm1UOfS9vKVh2/FiKX0//nHstVsvPtyKxEn80ed0aNA53Pcfo/M4plliENAAABB9jbLy2dzDy0sZGH/voHggsycMHFGwsntAUA5Ibwtrb/fnpjW42aLfA6ZJLgwhmuoclIrRwHU+5gs4uwRf8CAJIe4jjHXufIHuRSXd5yL/DQmDnYm5EbxKYxkZ8eAAAcey5WyU53oM9DdvJ5zBrHSEfa9nxPTQr54/Z+ufKK5GwPcu6s/M1xJQuIilHlbLvZhitnMYfPKepDWlW+hzmhdL1an7K5jC6V7FKy76isZOdbcHstbjSmbpc0pig17bGaz3Jf4h8NL9Ju6NlcBEF0vwty2RlSZ0/z7bKNTTpcW1HbMmM4RbqLhZ1tM++gPnjn8di730v2LZGeqUp2ypfucYAbmxMVaGxeYvwuFfofAHIs1O/dZ9jxc3S7XwEAP51n86bznjx/HKnYfWrxfO7o9y/+S6w31dueww6tDmdHAAhzobZbwW1Ms9D3anVWLSXr4UXzLMHC/TdoNMR+9gkfqfGmPW2vW8OFvwyOEQ3QA64aU6BSIzbZTiOLbEEQBEEQBMEpRJPtPLLIFoQKjoTZq9hYLHrYCvRwq0watpxU1jqes2s3LfmcsdA1hfRh7gms0cyqwtrmi81Ik+mznzWjfS6sgVdOLvLzPbGgUVsAgNVIb99cD26L1agHCuh/izt9Hvk7a0Yv1aZzJjTVaEbtTfM5xW1IjmM1nSO7o9/eVCVLepA02P5HWEOfFU6aP60WXKuFczhB+h5nbeuZwRQW0P8AXzvPi8YlvYomI+YO1jAaU6mcUZkz8WWH0zGV/mQN7IUGNDBHnmbtNbSOiPYodV7neXzOtaRrVlvCHpSuGfatAj0ffGQ0ndOUwvfQO547e7Ep32916Ww6vvLSM0qWcC9pf9Pa8Dgig+97pUjSGF/y4JtckEH3zrMda5PzHQ6Yem5D5hkeH0MAjVniRnbS9m5Czod/rmVtc6t2ewEAKXm8y7J3Be8yVOtMuwJ3+HKIP4M9xtzWHM0ugV0L7KrRyp/P81Xle3z3AQDiczik3hEzhesL1oTM6+O7AwCwMzdKyQI0muwT+eREG2viZ3B/+zEGzSZKqj0EYEIBt8FHn6v5nCatn54PyrDSOCdYeEIH20/qpjMgTxPur9SITbbTyCK7DEhOTMDerRuRl5uL0MgqqNu0BfT6a9mLEQRBuH144tf1CE9JR4KXr1pkC4JwayKabOeRRfY1kHIhCV+88T9sXf0LLJpwOGGVIvDg6BfQ9r4+N7B1giAIgiAIZYzYZDuNLLJLoLgYwj80PIfUixfwUt9uQFYCpj9qRf8WgK87sPUYMO3nc5jx/GikJ19Cz8HDb0CrBUEQnEOXbITOzQjv32mL3HwnvxVt9jdE9cc4C11ujyYAgDPtebfOkKM1OyBzATP7icElJV+dLzOGtuDdksi0IfBw8fF6LfawxSd7cXviXqVYxCf7c4bJSuvIxCLfl80UopexN+CFRrTFnlmTt9q9z1B70mLY7MSB1tEwrQVv87tdtPdBsyXvdY7a7rf6sJKdGWg3T9Dsxl+qww5rNhe7w6cmU2NOJTLPsGq80SJ+oHbsn8x9rfYNm3Gcb0ZtP9eGzxO1gtp46CmO+Ww6RQ0xBwRyG+xmGVmVeOwzo7nslkA33vMsj32+3Qn04Gt8Hp/N9k4mcP/gx21MXkuOkSF72GTh9AAqJ11gcxCThz2z6CW+h65RWdxeezN09fi+mvOpjXe0PKJkF8xkGhPunqZklXtvV+Xdl8jR0+zNS5/UfDJlGdpwg5JdyqcY7jV9OHj4/X67VPnrS00BALU9OUvkKTPF3r6Yzw6dYS7UDj8DmwFFunDb3Oy2SdqMjycLaFwCNMdY7TGxo10566S3rqhJT55mQRvpQmMVauA55YijHaw3I0PiZF8XZJF9GY788zd+/Xo+XiHzKDSqCozoADSmrKyY/9arsGYmYOsrFkRzbgI0qwEsHg08/zXw7ttT0KRDJ4RVib7u7RcEQRAEQShzrDb6cbZuBabCL7L/q6kusADDPwe++BOIDga61Cf5z7uBuX8Cj7cFXk+NQN9fgDcfQqEFtgOdDni1D/Dpn3r8+vV8DHx+crn3QxAE4WqwulkBdysudSaHPq03ie08aUvPLNGEultGGmi/A1wvpTk7A0bMIKcyrcNega8RSMuBzgqYLtmzANp9AVNq8RVD/b2A7DSE+nsh6le7s1sj1jaf7x4JAPDWODke7U9a2yoruT2nuvpxe8/QSz65FjsiBu+m47UZDR3h+o6N4HYbU1kdnRNAlTM4GhsC/6FzJ/bhcGvuF0mWHsPHRmxgx8eL9Ujrm+fHfTAl0avY4sYLksPP2Nth4rG9UJ/HIvCAPeSg5jV+tg210ajxZbb79SkHUACw2TME+h7ShI6L5Wtba5NzXoofOyzq7Mpo939ZBZ9diY7RaTKCunpye40tyAnwdAhva1jzqEF6V+6/OdueqbIKa6+93HnMIn04a6OD+G9qAACOdeJ23xVKTplbzkUrWYw/a3/P7SXnRFPHo0p2Npt2OFr5cjbFykZyynz/UEclq+HOWm13Aw1GJy8O27deXx0A4G1gh0Q3+6Dtz+PwgJGuGodPG83JrTnVlMxxToPGzsJgVwdnWDWpRTVzt7oL/ZJm5bEPtu+4ZFj5xke70Jgvy6yJnJwCFErzWRrEXMRpKvwi+7+MXwTMXw98+gQwuA3g2GmxWGmR/eQXwIV0IK8AeKTZ5c/jbgQeaGjBn1v+vD4NFwRBuMkJzkjHn++9Sr841ljaIAcZ9q30s2fx7cX/AwBYtnEFx9azzgosqt0aX9fW2EoIgnBd0KEU5iLl2pKbnzIPgTF16lQ0btwY3t7eCAkJwf33349Dhw4VqpObm4uRI0ciMDAQXl5e6N27NxITE8u6KaUmIRWYuRp4rQ/wRDteYANUfqIdMKUPsNJunuhd1JyvEF5uQEFe3pUrCYIgVBAMNhvC0tPoJ9P+k8E/WoLN6Qg2p3O9zDSEZtFPSE4aPPNzL3MVQRDKFUcIP2d/SkFZrSFPnTqFbt26wcPDAyEhIRg/fjwKCgrbsa9btw533XUXTCYTqlevjnnz5l3VcFyJMtdk//nnnxg5ciQaN26MgoICvPjii7j33nuxf/9+eHqSM8HYsWOxcuVKfPfdd/D19cWoUaPwwAMPYOPGjWXdnFKxcAPgagBGdLx8nREdgSk/AJYCYP0hoNudxdez2YD1hw0IjalWfAVBEISbAF2+DjoXHQJ8aas+YyvbwBka0MI3L49NLdxSaPs5OZxfHx4+vOB1OAsaclmHFe7lBaSlwaLT4aKn3eGtmHdvaBYvtJPcqJ6ugM0KrEZqh9UVSIpyx8X6Oridp3ac7sLb4iGbi8atDvmbne8SmpJ5giZBnir7HGNZLodBRnJTOt6YwM55Xqeo3+kxbELh/zU52uUNb6Jkx/trHEPtFgbVX9ihZBcHNaZ23c3ndr9gb88OHufsIB60M/fQOY2arIx6+xoiL0BjinKBxiyjBo+PVyVyiktzY+dDmycvQAwG+/EZ3O4Cb7uzZFWupzPZnVg1JiL5x9jxL8XXrony5msHbiCTB9febKrga6JxPHo+hI9N0/TbTONS2Y/nR05bMkWJ9ua41AFGmsOVfLne4Qs8n9u0pPjWiWbud2ImOUu++e1DShbXjpwp74/+R8kiXNlkJTGfjv86le9xpj22drTbRSWr5ELHtPdk26oAg2Ye2uNe3+O5X8ny7TZMYZpMjVl2u+bKxuKVdg4zEW89j1mujcbcTyNz1dFceNT7BNJhxbhiz1Yy5en4WBZrSIvFgm7duiEsLAybNm3C+fPnMWDAALi6uuLNN98EAMTHx6Nbt2548skn8dVXX2HNmjV44oknEB4ejk6dOpWu0VegzBfZq1atKvT7vHnzEBISgp07d6J169ZIS0vD559/jkWLFqF9+/YAgLlz56J27drYsmUL7r777rJuktMcTwJiIwA/z8vX8fcEaoUDiWnAez+TzXZxIbH/2A/8HW/Biy8MKL8GC4Ig3GAGbluHAZ/9oX53JC2xal8Fdi21oQStlkWng8FmQ6KHLx5s9yIAwOMwL1qSm5JN7aU7KvomtCDcQMrRJrss1pC//fYb9u/fj99//x2hoaFo0KABXnvtNTz//PN45ZVXYDQaMWfOHMTExOC9994DANSuXRsbNmzA+++/X6aL7HLPmJKWRg/XgAAKb7Nz507k5+ejY0dWF8fGxqJKlSrYvHlzsecwm81IT08v9FMeuBuB1Kwr727YbEB6LtC8JrDuADDkEyA5s/Dnq/YAfT40IK5hIzRo2bZc2ioIglAayus56pmXi7BLGeonJIfMOS5nBhKamUY/WUV/SlqEC4Jw49HZbKX6AVDk2WM2m0u4CnE1a8jNmzejXr16CA0NVXU6deqE9PR0/Pvvv6qO9hyOOpdbh14t5er4aLVaMWbMGLRo0QJ169YFACQkJMBoNMLPz69Q3dDQUCQkJBR7nqlTp+LVV1+9qjYUF+f6ctxbD3j/F2DLUQrFVxybDgMnLgAfDwF6NwEe/xT4dgvQtQHg5wFsOW7A/tMW1GncEBNmzoPBYCj+RIIgCNeRyz1H69U7AVdPIw4khgEAzCG8te++nbazLXE5SnZhEMXvNZ+ibfaUIBMSPTgGtdVu8eCSzSYLwfm8pX/el+oWt40cnJEOg80Gmwtwvjm9nvJ6akM40Tkd8bIBjiPtiO0MAP67OaJEYkuKbJHnw89i9yS6uAt3C+4Xqd+JTbTPbG6k8Tx1LHQHj8/J7mQm4p7ImvVEu5lIaj02q/DbxVEhfE6SXBdbXcmS61O/dBY+T8wMir19dDxHLikI54WJwR6b2qIJOGGxf+56muNW53vbI6m4c7uz4uke2LxYZjrFx5jtMcdrLWA714NP031wSeVx1hVQOSeYx0wXxm0MCCANlMt3HFvbER88ShMxZNvRaACAhzcfG+TFkUZcDdTOBgGc0j3Ug/5IDDaylmt3CsXBbuDP9QJMHG/6TJYfAKCuH4df6VmFTEj+9Q9XsjYBNPaO6B8AcCCX1xJ13en86VY2E3LEurZodJd+eppgj+97TMk+rPONKicUUHuqaSKOXLLQ9ypBY9LibU+h7qrjvoYa+NpWXdEFq5vdNERfjC51m9kNWWZLEbnTWAFNaO+S6wKIjIwsJJ48eTJeeeWVKx96lWvIhISEQgtsx+eOz65UJz09HTk5OXB3d0dZUK6L7JEjR2Lfvn3YsGFDyZWvwMSJEzFuHFsPpaenF7lhZcG99YDqocDYhcDvL5LjopbMXGDcV0CNMKBjXTITuacuhfv78ngTFKTkIviOGLzyWn/UbdoCOp1saQqCcHNQXs/Rz9u2wY9+bdXvFxvQwrTGQl5Yz49/H+Ep6Tjv64uWL00CwAlsHOHkAGD9W1MQll5Y8y0Iws2FVkPtTF0AOH36NHx8NAmITKbLHaIoqzXkjaTcFtmjRo3CihUr8Ndff6Fy5cpKHhYWhry8PKSmphb6SyQxMRFhYWHFnstkMl3xhpRGW30l9Hrg61FAuzeAuycDE7oD3e2OjT/tAt5aacDJFCMmz/sBy+rVV8fVbA9MKZMWCIIglA+Xe46ezfCDwWKC62ZyWLM0YW1Znj02tO4caxxyPEjL6XeMNWSBmzjzXVJz0nim1OMXqssucuLSFwDe8SRLq0UqLo9zfB5HEjtdAZDvQ5+bklibGPMmhXY68DY/f91P0+d5/qxay47ha5sDaDGf58dKj6C91J7kWuxomFaDzqONJ53nywsJ90Rq5+nO/LmjwVZXbqMtlLSKvltZE6bN7uiIZY2+PKa2HLqoPoVfyef6UeZIvUZJadM4oFq87P3VahQzqD86jcwlm/rtms4q79wqdgc6jeY835cPCtlG/8f343dy+Ab6/HxXdr7zD6Q/pAx6HqdLh1lrneZCDk6NhnN0iNMZfgCAHSc4m2ZUBGlyL2ayQ5RDew0Al7IoXvdPKXWVrGM0ndORsREA6vjRPDTpeRdhy8baqtyoOR3j5aLZEdAVVclmWujeeGliXmu12t4G0lDrNcf66Uljnmrl9hzOJ0dOrfZ6WWrDItdr4HZSleNc0+zn4e+FsZg2nirgbZhLVvpeV3Up6hjpr+f7nmmjfjdzA9Lzrz7j49XYZPv4+BRaZJfEtawhw8LCsG3btkLnc0Qf0db5b0SSxMRE+Pj4lJkWGygHm2ybzYZRo0Zh6dKlWLt2LWJiYgp93rBhQ7i6umLNmjVKdujQIZw6dQrNml0h8PR1olFVYONkoJI/MHAOEDicfgZ9DLhFN8fri1agumaBLQiCIAiCUGEoxxB+ZbGGbNasGfbu3YukJI5gs3r1avj4+CAuLk7V0Z7DUaes16FlrskeOXIkFi1ahB9//BHe3t7K/sXX1xfu7u7w9fXF448/jnHjxiEgIAA+Pj54+umn0axZsxsaWUTLHVWAX18AjiYAcwwfAwCqxtWT9OiCIJTIrFmz8M477yAhIQH169fHjBkz0KRJk5IPFARBuAUozxB+ZbGGvPfeexEXF4fHHnsMb7/9NhISEvDSSy9h5MiRajfvySefxMyZMzFhwgQMGTIEa9euxeLFi7Fy5crLtu1qKPNF9uzZswEAbdu2LSSfO3cuBg0aBAB4//33odfr0bt3b5jNZnTq1AkfffRRWTflmqkeBjRv2ONGN0MQhFuEb7/9FuPGjcOcOXPQtGlTTJ8+HZ06dcKhQ4cQEhJS8gluAHUCzsPoZURiT9r6r+LJDmmb7emp01zZtEGXTxugfsc4ju+F6Wx2oT9Knye14C37gmWUVt2mB3KCyUTB6kbmADZNDFTHjrzNANhc7G9nG5s0XHqY7Pd8D7EsrTadx/0cb+d7HmQNlucG6s/JJ9lsILERtTc3jNvoiCdt1sh0OXzOAg9qj8dJfm06slx7nuGVRIqOXuJZkSzzOsntNSVTf/23sOlOTmDRTWVzJzIbCP+Yt65Nazluc2bPokkakhrr7ddjWa59vM13sANgwJ90zuQmfA/dErkNCa1pDLxCOQLNuSp2MwjNmKScIqfS8GoX+Nw12OnU3ZXOv/NkFSUzuND9cnHlcc630Dmz0nmenc7XjH0+jXmT6BNKtjeFzERbh3CKdFe7rc/+DI0TY6u9quxwfNR78b2Jz6Zg6O0DDipZsAt9Fw7l8nliTNzH+QktAABPhP3FfQC1t4GJnSrPFZAJlreezThaeB9R5aYmWkAeL2ATEwcXNGYnNVwy7f3T+nlxH8LsQd6zNQvacLtjZLqVTV689DznrsmMoTQa6lJqsstiDWkwGLBixQqMGDECzZo1g6enJwYOHIgpU9iwNyYmBitXrsTYsWPxwQcfoHLlyvjss8/KNHwfUA6LbJsTA+rm5oZZs2Zh1qxZZX15QRCEG8a0adMwdOhQDB48GAAwZ84crFy5El988QVeeOGFG9y6m595TdvAy5yLTFMJ6XQFQbhh6KyF7f5LqlsaymoNGRUVhZ9//vmK52nbti3+/vvv0jWwlJRrdJHbgeKcKn9oeK6YmoIglCW9372MQ3PxSc9uOHl5edi5cycmTpyoZHq9Hh07dizz2KtlycU8L7iajTDancU2nmUbSH8Pcq7K0GQjDo4jjd7pYM7shzR2WKvdgNSoqbka5yGNUtqhEXbsIxfcxVFIFlrb8nW22TMMsjJRbT2bA1hW7VuaEMceZgevU2/xtfP/pTBd+VVYo+e9ixbx+T6sz8u3ZzREAWsLNf5zCN9Mv5zsrVkE2BcQeb78KtXn0fGB+7jexTu5bDVSObsqO/YFbKN2hHy5R8kOxd0BAEiO4zZmPlZHlQ32+INGI58n+GsK/2ZKY5m5O2mw3TX79sl30ljpcllbHNL+rConpdN5vNzYQdAYQv1PPu2nZDVi6ZhjiZwa06ZxpvTzozB8Ns1uhLuJtNu1gni3YethmnPVq7DMXZPx8OA5uodVPTkx0akM0qKbdHyTjmWT0+3mw1WVbGhDjkxxJI0+r2xkbbu33blxyfm7lOzZqN8AAFEmvl6ggR2Cnwqn5Eu5Nt7BybDQnEvQ83chyeLQZPPcczhI0vH0f4Dmc4c2OlDPjo2rs6MBAHeY+B7l2njO1bZngtxh9lKycAPJPPTcRrONxtRL7/YfrXgpKUdN9u2GLLIFQRCuwH+TtlwuSsfFixdhsViKjb168ODBIvUFQRBuScox4+PthiyyBUEQrsDVJFEQCvNFKzEDEYTbhauJk11RuaUX2T3/rgWfov4CgiDcQC5r5nGL4mwShaCgIBgMhmJjr14uB8DNwIHTYdC7u6FGJdqqzzXz9vKZI34AgOoNOcPi+R8pvnFEV46Nff5v7t+xQ7T1H9Gas+592rUVAMAQYAZA2+COl4+/N2+fJ9TksbU0oS30vJO8BW5oSs6Apt/8lSy+Jy3cXXg3H66/cwbKvFZkslD9Q/78xH304tdmWHRLonKOdiNCsz7IDqIWB25kWYbdsibfjw1PC/zIfCGxPdczneExNVwk8w9zXbZ7MqXTuQ/NiVWy6AX59rbya9p4nP9I8Tlmb0M098EymO5h/Gkenwh3GketcUBuqh9dtxYn/smzsOlITgZdJ/sCmz6EbqB2u9TlM6Xn0f3y1dxDP3c2fTjxDz0L6jQ8oWRn0ujebN3LGS8dzqQZoXz/A90442OvWDKjSS/g/t8VdBoAkKJxGvxjB5nTtG20X8mOZLPDcY9K5DjqpmdTlJUXqgEAuoWxg2Se3QPXVWOKojUNcWRlrObK5i3edvMOP01gc6uBxsxNE3w92JV3xk4U0Hk8dTwXEu0xug+a2U7qUfvNNuk0cd01Do1pVpqogRpTlJXZFK+8jRu3MddmtfcrH2bbtcTJFnMRZynzONmCIAi3E44kCo6fyy2yjUYjGjZsWCj2qtVqxZo1a26KHACCIAhlgg2cWr2kn4q9xr61NdmCIJQvt5tWurwZN24cBg4ciEaNGqFJkyaYPn06srKyVLSRm5E21Y/A6GXEJTNpBBtWPq0+22ciDbWLnrVe9R/ZBwBYv6+Wkukrs1bNxZM0eWe2VFIyWxBp8vx+Z4fESw3onOkm1ir67mHnRYNdo55zN39u20Aa2tS7NN6vdsWq/0aNprGBJm1jEl3zyGPcB7dgUnuHzmPNqMOh0ZCsCdHnziuEzCqkk3JPZJmtGmkO9ee4X7psezs0i4uq31xS5cODScNo0Tgdnu9EfXQ9x3/AXRhJWmbX/ayVt2nUYhfsIRLdNFryLDONn96TNbAJ+0mTa/XmMfFMpUGr3Pe4khlWsfY7Npa0nxtOsgNh5eHk8K/L5PZ42EP0JZzkLI9+1RO4vXYnz3Qzj3O7ShTC7phvsJJFNKS+5li4L+ey+Dr7l5CGv0rPeCVr7E8OtmYr369JHZcCAPI0ToE7MzizpCOT4+Yc1qI7QlZuSqmmZGne9F3QarwbefBYBRtIG23R7A8cyaPvikVzk4JdqF6UC2uvEyx8jw+a6fnaxI37VddIjsD1jbw1o7cv1TKtrCV30/H8cbU7tYYbuN8RLrSjlqXRJHvr6RiTzhWm0ob90CDmIs4ji2xBEIQy4uGHH8aFCxcwadIkJCQkoEGDBli1alURZ0hBEIRbFhtKYS5Sri256ZFFtiAIQhkyatQojBo16kY3QxAEoXwQm2ynkUV2CVT0mNgSJ/z2R0xCBAA4kUrBp835/FowGGhLOWlutJKl9KVt6Jjv+OWZMZqd1JJT7M5y0WxC4u9DZhWptTjAtW9UWpHrpd3JZiBRlSlGcfIJNitwaUXxjeOe4u330w9T2y4252O9AtkBzPCHHwAgO4y39r23ksPZhSF8Hnd7LGfdEXZy1VgdKFMNR8ZKAHBxJRMMS2W+Xn4CmRrYTLwdn9iKzSm8TtHx2ZHc3vxkMmPQsXWCii1tZasA+NRhs5P0/XTOPK3T5WEysdBpzHfcosn8wJzLphj5XtSxgzPq8blT2TzhpI1MR+pX4rjMO3fUoD6Hc19N/jR+bRscULKtZ9g8I64uOczmFPC147Oo3QlZHGe9ri+9U1KhyXLowxkW0+8hE4teoZw4JNlC8+xOjxPcxmzyRI3P5vHuFPCvKke70jmXpTZUsrY+1PZAf57D67NrAgDqu7HDb5gmTnaGPdVngoVNWiJcyOwkzIXjvnvaHScNGq9Th1kJAHT1PGyvp3WPo8q5GsdEL73DEZMngyPmNQAY7MfoNeYrgXoyYbJqVMmOz7Oteci2XoPjoxWFPWlLqluBkUW2IAiCIAiC4BRik+08ssgWBEEQBEEQnEPMRZxGFtlCEYozESnN5yUh5iaCcPOwLzkchlwT6gZT3OtQE293/36aIogYHuFYu+k5ZNpgHsLmDg382IxB/y1t1V9syC/XLLtZRYEvR7jIsUcPMSdzZA5TEm+HnywgMxEXTbQPfTjtPe+fws8gkz0ct8mHIy9oyW9DZinG7by1n1qL2pZ/ic0TfELIHCDnDjYb0Bt4r1uvp2NyLvAxQSvJ5EHXh9Nv59rjeuc25rTYadX5mMB/7DG63Xn8coNJlgseC9thMlvRmohk5XBkClsknd+azeNjM9P4GY9xNA+/JtT/NE1a9cxwOiaiEqcX1+7+nz1HZj2nTBxxJNweceT8BR5Hsz22truBTRfaRx1R5fQCam+2gaPGNPWnSBqzj7dVMt8qZIJS041jr39xqqUq3xlEZis7M6OVTG83g6hqZLOSNedpvlb2TlUyN40NzqZsMnlp6HlCyRzp0LW08iAzDm1s7GP5bIJitMe9dpiIAIDVbk/04oleSjYt5ntqq2ah2VhjguKY7actbC6Sbz9PXSPfEYdpSK6Nvz+O2NgAEGqPKpKuiZ1t0rkU+h8ACqCJunMtyCLbaWSRLQiCIAiCIDiHLLKdRhbZxXC7alqvVQN9O3Etzn5Lnru15oc4NgpXom3YEZi8XHEwg8IM5mniDreqRJnmNpzjeMldoymb3vf/3qlku89wTOxWIylz3rqjNZTMw420tlVqsObPYI/Tm+HD2lm36pr4zmsqAwAKvPglnXzaDwAQtIM13ln2xHgWG2v+sk6zU537eaqb14Ad1zw3kLY5lZWTSE8mRzpXd9Z8FmiyTRrtsaXdGrCm3/gwab3PnWeNr6ddaetwiqQLcdvSetDxPi78ua89S2KSRttcyZ6NUa9xXEs5zo6jLtl2Z7cY1rwXZJNW1lyJ+3AxnfoV8yZf78xk0hw3D+H4zLuSI1W5aS2KCX1OExM7J5+0utYs1u7m+dHYnsvmev/EV1blnvUoU+P6/TWV7K7GFIe9bgw7VbrZHQTP5/M41vVnrfaRdNrVaBjAWuBUe6bHb5MaK1m0D2nmW/sfVrKpb/dX5dHPfQcASCjg9saZqB3JFr7XDu22hyZ7474cHp9ado17sIHnQrCBdhaeqLReyRxz0lvP99BNcz897A6NkZqY1Sa7E+QOM8/x+ka6dx6ajI+uBr6fXno3+/X4PClWao/WWdKB1f7vqhHHR6eRRbYgCIIgCILgFOL46DyyyBYEQRAEQRCcQ8xFnOaWXmT7rgdgLLGa4lbb5i8rKqKZSHmaSBR37pttbomJiOAsu1Ii4ZJnUuYblT3YyTHJTGYXjlTYAHAym0wWKgWnKtm5vZzR8nwoOex5ebETVm4ebXMfPx+kZE1jTgAAjJpt74w8Nh0psJt3VB/D7TnyDMVBdn+YU3f72I9PSGMTkYIAdiq0hpMpgrsrm6Lk2asGVUrjNv5JbcsO59eiby12DHQ4HebnaFJ/p9FY6Fx4IZFdidpTM4BNY44GsCmC7rjdMTKW21PTn5z3dBpzkZNbyewisgmbVbiEauJxp5CJgL8HmzTc0+ofAMCyw3comavdbMUwndvjk0vmEJuSYpQsM5fHPtSdzCCC3DWxs/PIlMM1hc0PGt1Fph9ax8djvmyDs/1CFQBA9ehEJZv3790AgKH1NihZpJGcO9elxypZbU9+plZ1p/GpauK5MONkewDA89G/KNlnCa0BAH4GNqG5f/QfqpxoNxP58yKbr8RVpvF11fE8PJlHc6G5B8/7pp5HVfm03Qkyy6ZZgNjNIsIMPKcM9vvpMAsBALPGpENbdpBrpblb18jtccTMdtXMD4PGXiPFQvPCR88Or772sjZ29kULzZUQgwfyryGtOqw2QOfk4tkqi2xBEARBEARBKBnRZDtNhVpkX41272bTUBZHRdRUX44bpcEVzXHZc7nvXnZmBh5bUOs6t+b2pYpnCoxerJFLzvNU5Uh30n7+/F0zJavckZzP3F00GeciWcNqttBrxWLlsGSNK58EAGw7zdkAT2Wwk5uDsydY0633soctW8htKzhHmrhMM8uqB1D4vMR01mQH+rMG9uIJ0jYX+LPGt6AaaQuzL/AxhhBaDATHcji+pIua7I951J9KlVm7fS7RDwDguY81iG5t6PhDh9kZVBfEmnVbPp2nYdgZJUvMoXac+ZufI9ZIuzNkBmvBDQZesMTF0ZhqHQ23ukUDAPIyeXy8Qug8R5N4bE1G0qJ7u/GYGDWOmAFGup9HMzQ7D2F03zdYWCu7fW4DAED9gfuUzN+DQxfWDSAHQXc99795EDlVRhl5nNenk2bZ34XnUbaV+zB7VxsAwN3V2FFzXPRvAIBzBTyPYjxJI+6n5/NU0VwnxJ6N8a7IE0p21u5sadRoshPz6b5rMzrGGVkb7wjt56fn3ZoI+47KBQvvUATYvwKJFtYaB+uLegy6ajI+utq13vmacH2wf37RorlHej7GoenOsnC/gw2OnQmuF2Dg3YproxSLbMgiWxAEQRAEQRBKRjTZTiOLbEEQBEEQBME5rDY4raEWm2zhVkRMRBgx1bi9uBVMtG4ncq2usFhc0cj3BABg7hE2DckNpFdE1wc3K9lmu7NchBc7eMUEc1bCZoG0pT8vvoWSHXGnOMdRgex8F+hGzmkHL4UoWa2a7OTn5UqmDEnZbNIRE0Fb/6eSOF70ISsd76sxU8jWmJP4RaYCAFJP+ClZQAy1IzmJzUE8atjrZXIGwJqV2UTAx0imAcdS2LHPz5/6UNCCr20uoO3+2rXYHOTg6TBVdvej82xfVk/Jcuraszf6sqkB7PGoK1ViZ7+Tf7K5Td5MGiv9DDYhOJ9C/Wlb55CS7VxM1ykI58VO1UZkanJsE5+vS+ftfGl7pkYXPZs5xNidD5MC2Xyl3pMUB3vzJXag9HPjsbjDkxwj/QxsxrApozr9X8Bx1Pckk2lN/QC+/7Xdudwgms7TLegfJfv+IsXHfiLkTyX7PTkOADDyAMfG/rTpAlV2xL2endie+x1A5wxz4fns503tPZbHc/MuEzvbxrnSPNyay7Gz/dypjdqY2Mft47hXU+8Br+Oq7Mj0WN2FTTosds2vNr61yW7yEWRgs5t8jdOkm92cxN/AmUUz7dkf9YXicvP3wuBsnOvisFnpx9m6FRhZZAuCIAiCIAjOIeYiTiOL7BJwaElvpHbtdtBal3UWTdFe316I9vrG0db/INy9XHAmj7TDk+JWqs8+iO8AAGgXyJrRvUb67u0+zQ53PWruVeVlJyh8nM7EGta6AaQFdNWzbGsChXer4puqZIcvBKtynplD5Tnw9SHNca0I1jCfXkpaVK+enA3QzYU1wiYDlVP92KGzkk86ACD5rJ+SxQXTOV00oc3OZ7Ome98qcrbNq82aWjd30izmZLGGsKpd237gII+PX0S6KlezO2qmdGRZei45TvqEsSOd3h4i7chZ1qaiBl/74CukCY6L4H4f2E2a6TNB3C9da9Lax/qlKpnVnokw4C7WkmvxdCGN78FzHJqxljeNj7crO0uuS6I2nDjN9y2qMjsafnu2EQDA18j9auRPWvQMCzuLdg0nx8lQjTb5QgGPfcsAyjy6LpVD/HUPIC26Vks8LGwdAKBvCJ/boglhd9BM6UEnhP2qZGlW0jaf1ThQNjDR8yjdyuc5V8A7HNVdqT/1Taxt97U7LGZbeY6nWkiz3NDtpKY9vOh0aLCzbexE7Ai9V9jxkeakl44dF9NtPKYmnd3ZWKM1dlxnUy7P+3s9+DrXhJiLOI0ssgVBEARBEATnEE2208giWxAEQRAEQXAOG0qxyC7Xltz0yCLbSa5Xlr/bwTTEQVmbiAg3H7Z2ZXSiYua9zJ/rg8Wmh8WmR5I9DaKHnmMjD4naCABIzOd4wadT/AAAbapyBjxHFkgASL1IjnH1qrPjX46FTD8yCni728+dtrtbB3JWPaOBzTzc7FkE/VzZRGJbEplD+LjyVrlHZzJj0MbtPnqJ+1DFn8wl6kbxfDqRQqYBhkx2ODuTQf2y2Ni8IG8pm2q0eJzME37/tzbLapAT29F0NpdwmKdEVWNTDFdNVssTC8jEos2TW/kYPR2zM7mKkp1LJ3OJ9jUPK5mfKzsQns6hPmw/zs6LhlAaqwRNzPCYAIrrvfc4x+2OCKcxSTjPJhIhlTjWdaaF7lPdSueVbPtFus6DlXcpWSW3VABAi2B25qvuxqY8jnnzexKbeWxJJvOexv5sQuHItqh1kAx04VjnWXaTjiCXdM0xNGZ6TebBhRfI2fb+wJ1KdsTMTqetPGjOHsnn+eFweKzmekHJggxk+tHJg50d0zRmIG528wxPPc/XRIvdBEcTB7ueMcXeVpZ56NgMKtNW1HzDak8dadAV9Uy0alasWidHR8bHfHAbHaYlxZmIWGzWQqYlpUY02U4ji2xBEARBEATBOaxWqDzyTtWtuMgiWxAEQRAEQXAO0WQ7jSyyr4HLRbi40hZ6cVvgt5OJCCDb/LcrZWYa4iSX+16kZxcrFq6SnRlRMNqMMNi33R2xhAHATUdbzdtT2SQhJ5O2oU9n+SlZgIlvSrc7KNJIkpnjKSebaWu7TRCbhqzKppjGG5KrcT1NJAQH2e5sNtAkhEwMVq1upGRedcgcQmtqckcoP4Os9ugS23ZzXGZdHsmaNuOoKQ6zg/R8jihRYzibdGyyxwdvG8fH/LaLYlDr3PnaNSqTmUg1H46y8W8ymyxUHUjmH4lmjp6xeQuZU1i9ebv/oUYUtzrJzKYfjjYAQF4Bvb4fr79Jyc6YyfwjwDVLyfan07Wb1WSTjlpeZNKRHsx9XX6G43YHuNP91MbJdpjj7Mpgk5a7vCmyyQ/nGijZWW8/VW7mS1FBHKnUAcDfhdrmmFsAkG03B1mfUUvJKpk4pvrRbIpy4q6JE93Zl+JbBxp4fvQPonjuWTaO9tLYnVOx59vIPMhHkw7daNfIZtnYjGNOCrWjuzfH5c7VnBOgdnhr0qFn2YfKYTYCAMEGEjoihgDAmQI2f6rsQhFL4gu4Pf72dOlWjabYBQa7jBes2VYeCx/N+R0YNG1z4IhYose1BMmGLLJLgSyyBUEQBEEQBOeQEH5OI4vsckD3B/1fnObvVtNaO/pyOa53fGOJjy0I5YPZQq8DrSPZi1t6AQB61mWNnkdN0qBV82BNbXoBa9KaettjGqexg2CkO2klj2azI2F1u6Z3zda6ShYTx452VbzomFOZ7JzniNHcqPVBJavhRZrjS3msOd95kWNUOzT0deuyo53R7rC2J4GfJ+Z40hi3avmvkv146A5VdjgBHktjp7nGdamve86yU6FDc56m0Yh7m3h3wBGHe+uJaCWr34jO888ZPs/iv0lb3z6O+xrlzdrd7ALSrP55gTX0HUMPAAA+2sgZDU2JdF81YZ5xNI76UC+Qx7tNODuyOhwRfz3D97BZGGmEj2dy/+cm3Q0AyMphh9YOoazpT7PQRVPy2UnvQAZp1lv58/W8DKTJ9XcpGhsdADr60T3Js3EWxM1Z1O8glwwlq2ei/lywcGe1cbL99DR3gwysRd+QQ3G2o115Pg/22w0AuKTRStfWNC3RvuGQr/muRNnbrnVmdOiSM618/7VZIit70TUXpNytZC8Hk2NphkZT7dCEn9JowaNdeEzNNprPjnjZAJBkoR2DEAPvDmmzSF5LxkebzQqbk46Tzta7XZFFtiAIgiAIguAcNpvzGmoxFxEEQRAEQRAEJ7CVwlxEFtlCeaE1tbgeTmMlmXaUB1djvuEwMbnVTD+Ku4c3YsyvB9fbyVG4cXTy2wcPbwPeP3EPAKCxDzuKTWhM6adPmQOVbEcaOb418OY42Il57MQXbyaTkF/XN1CyYfesAQCka2wWUvKo3K81O+4tP8GmI6cv+gEAfL3YKeySK219H9rADoAhnclcYGsiO2d2jWSTD18DbbEfzWFTFYe5SFgVNjVICCFzkRMZHPP77ugTquxw3sy3skPZvgRK061dRxjs5iCXNE6c90XsUeVNKeToeU8NNgPZdYHMWx6qzTGod6WQWcGOBDYvGFxjsyovONaUzhPJ5hnfxDcEADzVYq2SrbHHqNY6pzpMbH45E6dk5nxeDkTZY4s/XnWjkn1ytCUAwN3I5hCOa5/OZpOexcfvVOV3634PANiTzn14vtIvVC+1iZKdz6X50z2Qx6mSC5vGOFKeH81lB9JmnuREm2/jdufazUncdOyI+q+Z3zON3Rwp6NmEIc5uYuKpOcbhxJimSaueaGFTjfU50QCAOzRp1QPsTplad0Nve6r1+HyWamOBO5wbxwRuUTIX0PciSGPmYbaboFRzZZMobdp1rZmIg0C9exGZ4xit2chVYbWqVO8lIuYigiAIgiAIguAEosl2GllkXyeupPEsjdbwdtCc3moa7CvhuHe32n0RTbXgYGd2DEx6V9T0Je2m1vGxiuulIvUHRJGz1u+X2CkuIYs12bUrk2awY8s9+C8mTYY8fyNpBs/ncjbJusGcYS/SgzSZi3c35HMH0ueN2x1Qsi2J0QCAnDz2TDuX66fKf6VXBwCc+jdcyfq0Ic2hh56dy3ZkkLY1NZM1gJU801S5qheNxSk9a20Tk6jtveru5mNMqQCAXekc6u6LI81UuVcMOZEu2NiC+1WbdgWWf9NSyWp2I02tlxs7zR3OZk1u50gag78SqytZ0zDS1O5MY61+owCSrUtgB8k4b7pHT1X7U8kczo4AkGulsXSE1gOAJ2usBwCEaLIu7siiHYUWGifG/qGsbT+dTzsgfUNYU3ssn7JjOrKAAsCQkA0ACof1253L49fAroF2c+fPA/WkET6czzsUcXq6R6uzeEz+zuSxaOtxAgBg0az7/OxzUquBdrNnWzToWHvtocnA2N5+HrPmPAF6Wk7lazS3jsyQ9YysOa5p490T2J0ytSH+cmx59jbyyR3ZG80ap0pHWD9qZ9FwfQ60mR2vWYNtx2a1wuakJlscHwVBEARBEATBGUST7TSyyBYEQRAEQRCcw2oDdLLIdoZbepG9cPQheHh53/LmB7eaqUFFwlmzipLihd8sc1TMRIT/0tAjHh6eBpw20tZ+tpUz2/2cSnGifzseq2QdYyhjYdegvUq22chZGx2xkcNMbFawObkqAOCe4P1KdiKX4i1rzUW0ZgeOz3vU4xjdf5wmk4d6IRzfOfEUOSp2vJOdHTecqqrKHaKpva3b8bkt9sx/bnrefq/snQoAaBV2TMm08b/TC2jL3sdVk50vgLIN/nSYsyUOrUemD7sTOOZ19UCOwbzhAo1V32ZsQpFpoXMfqheqZF72mOBxYWxCo+Ws3SQmOVMTL9mPXumHLmrikXteAAD0iWSnymVnG1Bbo9Yr2ZLEu1Q5zoeuGerK99BsNyG5VMDOdw4TkxpGbuOK1Aaq3N6XTFr25bDjYy03undhRj63I/51usbRcFMaz6k4N3IwrKYxX9ptJmfRNu4c/3xBKpkWNfXke/1AGGebPJRPczPJwlk06xjJTCrBwuPoaTdb8dXMj/0F7IhYyZ5lMlXzXQm1Z3f0N/B5Mq00V/KhdVJ01Xxutst4Kaa3G66YijHt0GuMWrQmIimW7CLXLq5emWGzQes8WnLdiks5jL7zzJo1C9HR0XBzc0PTpk2xbdu2G9kcQRAEQRAE4QrYrLZS/VwNt8v68IZpsr/99luMGzcOc+bMQdOmTTF9+nR06tQJhw4dQkhISMkn0FCcFvFm0RwK5Y/2/jt730vSPJc2M6e2/g8Ni57b2cyY5TFvRXstXIntWVVh0rmijgdpC2ONrCV2aJP/786lSvZbKoXZy9OETqvtycc40DqxrUivAwDY6MIOadEepJW02tihzKEtBVhLelGjOe0cRZrRcCM7JHrfRdrCLeeilaxeOH/f/kmm75S7C7cnp4CuE+3DmtFAE2XIi3ZjrfP6FHYWDDCStrC1D4fMCzWR41+Yidvz8Z7WAIBG0axhDXNjre2POyjEnacrO12m5pKG9Y3Gy5TsZB6N/eEs1m7X8eJ+/ZFKbRscy46GVY2ktW7gfVrJVNZFjSa2XShp91/a0EvJ7q3HOwF13ckRM8CusQWAX9PqFelrgAuNWYaVnUUd2muA50AXb9718LaHytPOj41ZNQEAzTQa6EeDuV/n8u3Oppqsi7vsDo1aLXp3H3K2TShgTfV+TeZNh4Y62jVZyUz26VfDNUcjI/2jWTM3K4HHIkBPn4drlM0Gu+Y5W5Op0V1Hmm7rZeyXk62kDa7myhpxh6OiI4sjAHjo6fPLuS166WknxKE5J5lbkXqOEH566Ao5RJYamxXOa7JLf52yXB/eaG6YJnvatGkYOnQoBg8ejLi4OMyZMwceHh744osvblSTBEEQBEEQhCtQ3prs22l9eEM02Xl5edi5cycmTpyoZHq9Hh07dsTmzZuL1DebzTCbOYxRWhr9JZ2TmVmkLl+k7Nor3NxkZ2pCIjl53wsdUwzp2Vf8+JrOfUXKYd5eS19uRtLtCifbVdj65ZTi3pSm7q3A5Z6j5izS7uVYSXOW6cqap7xM+ixbE94tL5MmaQ5Y05ZrLaqvsWmSe1iy6br5Jp7gZiudOz+HZbkGPsacT5/nmTXH2BOh5Bq5Xl52XqFrAEB+Fh9TkEXyAo0mu6CA+phv4HoGu/2ttl/a8+TlUTlbz2Nhto9Pbj4fY83OLXpsAV/bmlP084JcGr/sTE0YvTx7/zX1cjVtc/QrN5Nl2a50fG6B5t5Y6DwFGo2i3q5ZdbQF4PsKANkGOo+phL7Cfo+zXbieQRPazWqfN5kuGm2m/fPsfM25s+3zzMoynUZT6pBnac7jaE+WZr4W2M+dVcDngZ4/d4Sd04apdLV/btSE6DPbi3maMcu0ao9x1OPPDfbjtaH3TPbPL6fJzrTPw3RNH1iTremX/sra4PxijrEWc4yjnh46ZGRS+WqeowU2s9Ma6gLQfUpPTy8kN5lMMJlMReqXdn1402O7AZw9e9YGwLZp06ZC8vHjx9uaNGlSpP7kyZMd8WLkR37kR35sAGzHjh1z+pmTk5NjCwsLK/U1wsLCbDk5Odf8zLsZkOeo/MiP/Pz353o8R728vIrIJk+eXOw1Srs+vNm5JaKLTJw4EePGjVO/p6amIioqCqdOnYKvr+8NbNm1k56ejsjISJw+fRo+Pj4lH3CTczv1R/pyc5KWloYqVaogICCg5Mp23NzcEB8fr7SRzmI0GuHmVtS28Vbkdn6OArfXHJe+3JzcTn25ns9Rm80GnWanAECxWuzbkRuyyA4KCoLBYEBiYmIheWJiIsLCworUv9y2gq+v7y0/0R34+PjcNn0Bbq/+SF9uTvT60rmUuLm53TYL5quhIjxHgdtrjktfbk5up77cbM/R0q4Pb3ZuiOOj0WhEw4YNsWbNGiWzWq1Ys2YNmjVrdoUjBUEQBEEQhNuR2219eMPMRcaNG4eBAweiUaNGaNKkCaZPn46srCwMHjz4RjVJEARBEARBuIHcTuvDG7bIfvjhh3HhwgVMmjQJCQkJaNCgAVatWoXQ0NASjzWZTJg8efJtYdNzO/UFuL36I325Obmd+nIjud3G8Xbqj/Tl5kT6cn24lvXhzYbOZqvgOS8FQRAEQRAEoYy5oWnVBUEQBEEQBOF2RBbZgiAIgiAIglDGyCJbEARBEARBEMoYWWQLgiAIgiAIQhkji2xBEARBEARBKGNkkS0IgiAIgiAIZYwssgVBEARBEAShjJFFtiAIgiAIgiCUMbLIFgRBEARBEIQyRhbZgiAIgiAIglDGyCJbEARBEARBEMoYWWQLgiAIgiAIQhkji2xBEARBEARBKGNkkS0IgiAIgiAIZYwssgVBEARBEAShjJFFtiAIgiAIgiCUMbLIFgRBEARBEIQyRhbZgiAIgiAIglDGyCJbEARBEARBEMoYWWQLgiAIgiAIQhkji2xBEARBEARBKGNkkS0IgiAIgiAIZYwssgVBEARBEAShjJFFtiAIgiAIgiCUMbLIFgRBEARBEIQyRhbZgiAIgiAIglDGyCJbEARBEARBEMoYWWQLgiAIgiAIQhkji2xBEARBEARBKGNkkS0IgiAIgiAIZYwssgVBEARBEAShjJFFtiAIgiAIgiCUMbLIFgRBEARBEIQyRhbZgiAIgiAIglDGyCJbEARBEARBEMoYWWQLgiAIgiAIQhkji2xBEARBEARBKGNkkS0IgiAIgiAIZYwssgVBEARBEAShjJFFtiAIgiAIgiCUMbLIFgRBEARBEIQyRhbZgiAIgiAIglDGyCJbEARBEARBEMoYWWQLgiAIgiAIQhkji2xBEARBEARBKGNkkS0IgiAIgiAIZYwssgVBEARBEAShjJFFtiAIgiAIgiCUMbLIFgRBEARBEIQyRhbZgiAIgiAIglDGyCJbEARBEARBEMoYWWQLgiAIQhkyaNAgREdHl1jvxIkT0Ol0mDdvXrm3yVnatm2Ltm3blvl5u3btiqFDh6rf161bB51Oh3Xr1pXZNcrjnP/l7rvvxoQJE8rt/MLthSyyhevKvHnzoNPpLvuzZcuWG91EQRBuAa70HNH+rFu3Ti1m33333Rvd7ArJxo0b8dtvv+H555+/0U25Zp5//nnMmjULCQkJN7opwi2Ay41ugFAxmTJlCmJiYorIq1evfgNaIwjCrcbChQsL/b5gwQKsXr26iLx27drIycm5nk3Dp59+CqvVel2veTPzzjvvoEOHDoWe761bt0ZOTg6MRuMNbFnpue++++Dj44OPPvoIU6ZMudHNEW5yZJEt3BC6dOmCRo0aOV2/oKAAVqu12AdyVlYWPD09r7otNpsNubm5cHd3v+pzCIJwfXn00UcL/b5lyxasXr26iBwgs4zrgeNZ5Orqel2udyuQlJSElStXYs6cOYXker0ebm5uN6hVV49er0efPn2wYMECvPrqq9DpdDe6ScJNjJiLCDcd2q3d6dOno1q1ajCZTNi/fz9eeeUV6HQ67N+/H/369YO/vz9atmwJgBbir732mqofHR2NF198EWazudD5o6Oj0b17d/z6669o1KgR3N3d8fHHH9+IrgqCcJNx6dIlPPbYY/Dx8YGfnx8GDhyIPXv2FLGdHjRoELy8vHDs2DF07doV3t7e6N+/v/rsvzbZqampGDRoEHx9fdV5U1NTnWqTw8xu48aNGDduHIKDg+Hp6YlevXrhwoULRep/9NFHqFOnDkwmEyIiIjBy5Mhir/XJJ5+gWrVqcHd3R5MmTbB+/fpir282mzF58mRUr14dJpMJkZGRmDBhQpFna3GsXLkSBQUF6NixYyF5cfbTbdu2Rd26dbF//360a9cOHh4eqFSpEt5+++0i5z1z5gzuv/9+eHp6IiQkBGPHjr1se7Zu3YrOnTvD19cXHh4eaNOmDTZu3Kg+P3DgANzd3TFgwIBCx23YsAEGg6GImcs999yDkydPYvfu3SX2X6jYiCZbuCGkpaXh4sWLhWQ6nQ6BgYHq97lz5yI3NxfDhg2DyWRCQECA+uzBBx9EjRo18Oabb8JmswEAnnjiCcyfPx99+vTBs88+i61bt2Lq1Kk4cOAAli5dWuhahw4dQt++fTF8+HAMHToUtWrVKsfeCoJwK2C1WtGjRw9s27YNI0aMQGxsLH788UcMHDiw2PoFBQXo1KkTWrZsiXfffRceHh7F1rPZbLjvvvuwYcMGPPnkk6hduzaWLl162fNejqeffhr+/v6YPHkyTpw4genTp2PUqFH49ttvVZ1XXnkFr776Kjp27IgRI0bg0KFDmD17NrZv346NGzcqLfvnn3+O4cOHo3nz5hgzZgyOHz+Onj17IiAgAJGRkYXGpGfPntiwYQOGDRuG2rVrY+/evXj//fdx+PBhLFu27Ipt3rRpEwIDAxEVFeVUH1NSUtC5c2c88MADeOihh/D999/j+eefR7169dClSxcAQE5ODjp06IBTp05h9OjRiIiIwMKFC7F27doi51u7di26dOmChg0bYvLkydDr9Zg7dy7at2+P9evXo0mTJqhduzZee+01jB8/Hn369EHPnj2RlZWFQYMGITY2tohZSMOGDQGQrfmdd97pVL+ECopNEK4jc+fOtQEo9sdkMtlsNpstPj7eBsDm4+NjS0pKKnT85MmTbQBsffv2LSTfvXu3DYDtiSeeKCR/7rnnbABsa9euVbKoqCgbANuqVavKqZeCIFxvRo4cabvcK83xTHnnnXeueI4lS5bYANimT5+uZBaLxda+fXsbANvcuXOVfODAgTYAthdeeKHIeQYOHGiLiopSvy9btswGwPb2228rWUFBga1Vq1ZFzlscjudmx44dbVarVcnHjh1rMxgMttTUVJvNZrMlJSXZjEaj7d5777VZLBZVb+bMmTYAti+++MJms9lseXl5tpCQEFuDBg1sZrNZ1fvkk09sAGxt2rRRsoULF9r0er1t/fr1hdo0Z84cGwDbxo0br9j2li1b2ho2bFhE/scff9gA2P744w8la9OmjQ2AbcGCBUpmNpttYWFhtt69eyvZ9OnTbQBsixcvVrKsrCxb9erVC53TarXaatSoYevUqVOhccvOzrbFxMTY7rnnHiWzWCy2li1b2kJDQ20XL160jRw50ubi4mLbvn17sf0yGo22ESNGXLHvgiDmIsINYdasWVi9enWhn19++aVQnd69eyM4OLjY45988slCv//8888AgHHjxhWSP/vsswBoy1JLTEwMOnXqdE19EATh9mLVqlVwdXUtFGpOr9dj5MiRlz1mxIgRJZ73559/houLS6G6BoMBTz/9dKnaN2zYsEI2wK1atYLFYsHJkycBAL///jvy8vIwZswY6PX8eh86dCh8fHzUc3DHjh1ISkrCk08+WcjPxWHOouW7775D7dq1ERsbi4sXL6qf9u3bAwD++OOPK7b50qVL8Pf3d7qPXl5ehezqjUYjmjRpguPHjyvZzz//jPDwcPTp00fJPDw8MGzYsELn2r17N44cOYJ+/frh0qVLqu1ZWVno0KED/vrrL+WgqtfrMW/ePGRmZqJLly746KOPMHHixMv6Dvn7+xfZjRWE/yLmIsINoUmTJiU6PhYXfeRyn508eRJ6vb5IdJKwsDD4+fmpl5Az5xYEoWJy8uRJhIeHFzH7uFzUIxcXF1SuXNnp83p5eRWSl9ZMrUqVKoV+dyxeU1JS1HWKO6/RaETVqlXV547/a9SoUaieq6srqlatWkh25MgRHDhw4LIKj6SkpBLbbbOb9DlD5cqVizgT+vv7459//lG/nzx5EtWrVy9S77/9PnLkCABc0SwnLS1NjWO1atXwyiuvYPz48ahbty5efvnlyx5ns9nE6VEoEVlkCzctV4r2cbnPnH3oSSQRQRCuFZPJVEhjXN4YDIZi5aVZxJYWq9WKevXqYdq0acV+rrXfLo7AwED1R4AzlGUfHVrqd955Bw0aNCi2zn//8Pntt98AAOfOncOlS5cQFhZW7HGpqakICgoqdZuEioUssoXbgqioKFitVhw5cgS1a9dW8sTERKSmpjrtdCMIQsUlKioKf/zxB7Kzswtps48ePXrN512zZg0yMzMLLeoOHTp0Tect7jqO82o10nl5eYiPj1cRPhz1jhw5osw+ACA/Px/x8fGoX7++klWrVg179uxBhw4drkpzGxsbiyVLllxVfy5HVFQU9u3bV0Sb/N/xrFatGgDAx8enSHST4pgzZw5Wr16NN954A1OnTsXw4cPx448/Fql39uxZ5OXlFXrXCEJxiE22cFvQtWtXAMD06dMLyR3al27dul3vJgmCcIvRqVMn5Ofn49NPP1Uyq9WKWbNmXdN5u3btioKCAsyePVvJLBYLZsyYcU3n/S8dO3aE0WjEhx9+WEjz+/nnnyMtLU09Bxs1aoTg4GDMmTMHeXl5qt68efOKhPp76KGHcPbs2UJj4iAnJwdZWVlXbFOzZs2QkpJSyKb6WunatSvOnTuH77//Xsmys7PxySefFKrXsGFDVKtWDe+++y4yMzOLnEcb/jA+Ph7jx49H79698eKLL+Ldd9/F8uXLsWDBgiLH7dy5EwDQvHnzsuqScJsimmzhhvDLL7/g4MGDReTNmze/qu3X+vXrY+DAgfjkk0+QmpqKNm3aYNu2bZg/fz7uv/9+tGvXriyaLQjCbcz999+PJk2a4Nlnn8XRo0cRGxuL5cuXIzk5GYDz5mj/pUePHmjRogVeeOEFnDhxAnFxcfjhhx+QlpZWls1HcHAwJk6ciFdffRWdO3dGz549cejQIXz00Udo3Lixcih0dXXF66+/juHDh6N9+/Z4+OGHER8fj7lz5xaxyX7sscewePFiPPnkk/jjjz/QokULWCwWHDx4EIsXL1b5Bi5Ht27d4OLigt9//72IY+LVMnToUMycORMDBgzAzp07ER4ejoULFxaxpdfr9fjss8/QpUsX1KlTB4MHD0alSpVw9uxZ/PHHH/Dx8cFPP/0Em82GIUOGwN3dXf0hNHz4cCxZsgTPPPMMOnbsiIiICHXe1atXo0qVKhK+TygRWWQLN4RJkyYVK587dy7atm17Vef87LPPULVqVcybNw9Lly5FWFgYJk6ciMmTJ19DSwVBqCgYDAasXLkSzzzzDObPnw+9Xo9evXph8uTJaNGixVVnKNTr9Vi+fDnGjBmDL7/8EjqdDj179sR7771X5gu1V155BcHBwZg5cybGjh2LgIAADBs2DG+++WahTJTDhg2DxWLBO++8g/Hjx6NevXpYvnx5EWc/vV6PZcuW4f3338eCBQuwdOlSeHh4oGrVqnjmmWdQs2bNK7YnNDQUXbt2xeLFi8tske3h4YE1a9bg6aefxowZM+Dh4YH+/fujS5cu6Ny5c6G6bdu2xebNm/Haa69h5syZyMzMRFhYGJo2bYrhw4cDAGbMmIF169ZhyZIlhRw8P//8c9StWxdDhw5VkVmsViuWLFmCxx9/XBwfhRLR2crTY0IQBEEQbnGWLVuGXr16YcOGDWjRosWNbs4tx/r169G2bVscPHiwSESTW41ly5ahX79+OHbsGMLDw290c4SbHFlkC4IgCIKdnJycQtGHLBYL7r33XuzYsQMJCQkSmegq6dKlCypXrlysbfetRLNmzdCqVatiU70Lwn+RRbYgCIIg2HniiSeQk5ODZs2awWw244cffsCmTZvw5ptvYuLEiTe6eYIg3ELIIlsQBEEQ7CxatAjvvfcejh49itzcXFSvXh0jRozAqFGjbnTTBEG4xSh1GIe//voLPXr0QEREBHQ6HZYtW1boc5vNhkmTJiE8PBzu7u7o2LGjyrrkIDk5Gf3794ePjw/8/Pzw+OOPFxteRxAEQRCuJ/369cPOnTuRlpYGs9mMf//9VxbYgiBcFaVeZGdlZaF+/fqXjRv69ttv48MPP8ScOXOwdetWeHp6olOnTsjNzVV1+vfvj3///RerV6/GihUr8Ndff5WZ17EgCIIgCIIg3GiuyVxEp9Nh6dKluP/++wGQFjsiIgLPPvssnnvuOQBAWloaQkNDMW/ePDzyyCM4cOAA4uLisH37dhVbc9WqVejatSvOnDlTKBalIAiCIAiCINyKlGmc7Pj4eCQkJBRKX+rr64umTZti8+bNeOSRR7B582b4+fkVCl7fsWNH6PV6bN26Fb169SpyXrPZDLPZrH63Wq1ITk5GYGCgxKkUhAqGzWZDRkYGIiIiSpW4KDc3t1B2O2cwGo1XHRv5ZkOeo4IgOJDn6PWhTBfZCQkJACj4vJbQ0FD1WUJCAkJCQgo3wsUFAQEBqs5/mTp1Kl599dWybKogCLc4p0+fRuXKlZ2qm5ubi5goLyQkWUp1jbCwMMTHx98WLwh5jgqC8F/kOVq+3BIZHydOnIhx48ap39PS0lClShW0RFe4wPUKRwq3ClXrR+H9v17D2NYv4/iekze6OcJNTAHysQE/w9vb2+lj8vLykJBkQfzOKPh4O6e1Sc+wIqbhSeTl5d0WL4fLPUdbNBoPFxcTMqpQHy80ZQvCqt+R5vtE96KxoZf1+kCV79/CPjXR9jDIcW//q2RHBlSi/5/g5B3VP4wHAAz5dbOSTXujryr7DT5NhcH8QndfaAUAuOitSrZrV3UAQLU6Z5Qs90O+TkJzes3lB+Vz4y2kuY99/4ISZVcPAgDY9KzV/3nmfFWu9/MgAEDNTzKU7EQfPzq3D7eneuxZAECnkANK9slP9/K17aevtI53Fc62NQEAnun5k5Itfp4yF5p9DEqWE8Rlm72YE8b3a9dHL0GfZEOitw86Pfc8AGBJH7pPvb97RtWzVCIfqYgl/P58851PVPmN+x6gwgxuI571AgDc9boqIyQAAQAASURBVAX3a+X8lgCArCrc/90PfqHKD7bqAAA48kyUkhkisgEAQUt4TjV9fgcA4J/n6nH/NPfheH/qbM0Jh5Ssxi+kTX02eIOSBRs8AQAb2QUMT+/gOfX6ncsAAF09c5Ss7zFqY+ZbbKqaUpPuR05zDsigO+ilytEfUzu+37peye5a9DgAoOo3yUo284eFAIAH3+Oxz/fkfuV7073z0OgX89rT/PJfxCniMyvTHA78J1vJWkzbrsrfHCDLgM0tFihZk78GAQDuqHJWyY78Qt8V10wbLHm5OLDgNXmOljNlusgOCwsDACQmJhbKhJSYmIgGDRqoOklJSYWOKygoQHJysjr+v5hMJphMpiJyF7jCRVexFtmGWvQlsRw6eoNbUrYYDSb4+PjAvVp1mMz0cLnd+iiUEfY1xdWYOHh60Y8zWG6z4KaXe46eHOwJvbsbPI4ZAQCVt/Ci9sRj9FL0OM2Lu+wq9PnETo8omeEZfy670gJm/bJWSubRnBZhtT86we2xL/Be/n2IkukfylLlEC9qz7Qd3ytZt6/J1ydwH9+cB8ZuAwDU9zylZPOtvKizBtJrLvo3flecb0b9SerGC4zQzWkAgGMPs2yTgReCQzvQdRr1iFeyCftoMVp5tqeSWX6PBgB8GcfpxqN286pPb6bxu+eTrUpWw5QIAPj03g5KZoyi/htyeexzvbgPO8fPAADUWT9YyXLMPghHGsxZFtScRX90PLP1WQCAz4h0VS98JI1zcivWYA77aawqB3xE72gPV14i9FtG7X19Qw8lq3qM7uu9T29UMu33q/0aakP8ylglqxlDfU0MCVSyP5NpcZ32qK+SuabzIs6vcioA4OisO5Ts5LkCAIDegxduv669CwAQdAevMXSa5EGfPdsfAPB5Pv9RcHQw9XH7l/xH44B7BwEAjkUHKZnNj/t15J04AMBDZ1n4Ul9Ku954MCuJhg+nP2rTH+Zjv2/3kSo/8e4YAEDEb3zM5JeXAQAe/4cX5qYUmu8/fDdTye6Z8iyftC3Nr5ZLxihRx47/AADW/cFj1uwR+sO3qW88cjIL8PwCeY6WN6WOLnIlYmJiEBYWhjVr1ihZeno6tm7dimbNmgGgbEmpqanYuXOnqrN27VpYrVY0bdq0LJsjCIJQCCtspfoRBEEQCiPPUecptSY7MzMTR4+yhjE+Ph67d+9GQEAAqlSpgjFjxuD1119HjRo1EBMTg5dffhkREREqAknt2rXRuXNnDB06FHPmzEF+fj5GjRqFRx55RCKLOMHNoN11aNMB59tT3DFa2eydU506z8Xh9Mda0MebS6gpCEWxwgprydVU3YqA9z4jDCYj9O1pm/tcOGsTw9aTliutKtd3P0Oa1fwqwUoWsoNfpHl+pIEN2c5b2+da0e5UgCaY1bOVfwUADDHzc+CLxvNUefBW0tDG1GBNpWt12kq/WIVfXU8EkrlAspXrGS+xOYDHOT/6nJWpqLaI+pr6DpuQHG5C9YL+4HrTBmrMV94i85XPd7RUspmtv6T/E9hhv8XCvwEA4wP3KlnP3o/jv6x9lJVKa+3jEj/YT8nMIaTxrj2R80wEPcda9l+yqZyfyv0O9/IC0tKg0+mg8ybtenJt0n7n7gtQ9XJqkRoyPZr1bGse4zThjz5JWu3jPVnLOTOrLQDg6w5zlCyqE43zvTMmcLv+bavKj7z7MwCg+nv8ntj/Ck2mRzTa72/2NAYAGALZPKVf622q/MM8OqdrUzbf8F5L/Tv+mmbXYhiNY+5P7Bc2ZhSb4KzYVgUAcGh2LSVDDvUx0cJjkRPlBwDIC+RdndjxbCbTZAPNn4W7+R6+9VcfAEDVj48r2am36fiqc/ncI9eOVmVXF2pvXjR/lyIMNAYO7TUABG9OAQDc9SsfG5rNn1sy7Dsc0bxjcux/NOFrvXRCybauqQMA6P7QHmQbSmdXrUWeo85T6kX2jh070K5dO/W7w8Zv4MCBmDdvHiZMmICsrCwMGzYMqampaNmyJVatWlXIFuerr77CqFGj0KFDB+j1evTu3RsffvhhGXRHuBkJCPNDcBz/AWXxoC+3IbroH1XVi6mnJSgyBBfTsorIBcEZLDYbLE5GLXW2niBcDx7I+Qe9HmY7dy/7YmyL+Q2ulEomL0GWTCw8QYvhgo/t5iaafWuD2YbFUS0xswlHAhMEZ5HnqPOUepHdtm1bXCm0tk6nw5QpUzBlypTL1gkICMCiRYtKe2nhFqXb8HswYPJDTtUd81rvEuvMWbEZS975/VqbJVRASrN9WdG3OYWbCw9bPoIvFs2M7I60YusHWex1L5NM2bPAXPwHglAC8hx1nlsiuohwc1Fak5WVH6/G5uU7isgN0ZGqXDXABeM+HYFpQ2fjyC5yLErtTQ4bfkv+KXRc8vmUEq95NSYtwu2PFTZY5OVQCKsroHMFfOaTmUhwIi++MivTDuTcYewUtjK9AQBgYQSbTfjvY7OClJZU9j7G0RFy65BZwen+1ZTsqRmUqjz4NO9YjT4zUpUnj1sMAIj7ilOaV15Lzm7vz2YHsD+zawAAPlh8n5K5T7mkyv2iyUfIbOPX3fKsNnSN6hyN4a0FjwIAJk7hiCKHzOzA76qjdnZsxmYD+bair9CNj90JAFgb3IL7tfBbVf5oACkSLO7sxHhkIDmkftCBr/3MGmpPXv0YAED6qbNITGBTHp07tcdSwI6R4am84L5g8qGCw1HYl8fZdsGK3PhLmDp4npINu4vHr6Ct3t6ehdye1dSe4WufVrJtE2hejBz8o5LFm9n0YdGL3QAAtVey6cyhTTQ/tjzfRMlq/kmf19nE5jtb+9ZVZf8okrfpz2N/+C1yLE1pwGYwNZ6j98zsY+uU7IG32ZSl0do9AIBz3/DO+sqxZCbTdgPPM3Sg+xpQiefRkcl1VDkw6yCdrxo7LF78Kgb/pUcc9evXVtxXaxz/1TO6HtkmnTWz4/AjY8mh0eVxjnzT4ul9AICMc3FK5nmEnW2Te9CYRsxnx+b43iSr/EEVJas3jkyPvni4OwosZgC7i7TZGeQ56jyyyBbKneSEVCQnpBaRG7L55eAwDTmyKx5H/6ZF9sUmFG0m6O/4IscKwtUgGhjhVuX7Ki3xiSb6iG/vcwCAE8fY/njL868jPDUdF0w+eLjFCwAAfS49W73eOqfqZbUlm+KR4EWrIDiLPEedRxbZFRytxjexLWkgboRToVar7eBa2uGs9trhSHmt1xNuDcSWsCj3PrQVJi9X/P1UfQDA0b6s5XPJJm1Yro21rtseo3Br4RrfsXxWWkMfRJpwz018nkpPHQMAjNzFzmxjvifHxm4D+Ht3PJtDpi18tCsAYP8y1lr3nETa4bVZtZXstyQq59dkR8vVDT5X5f4jyW/o9zmzlWz9UfrezxjOsdVya5P2dlZ/Nlk70YPjlOUHkANX9S/ZuexUF+r4K4u/UbL5D3YCAKRHG/ncVh6/4fOXAgA+iOcF87sxpG2f05AzIb+7g85pac+7BG8d6qTK5s9Iyx5hLWae2gB9HrXXoSWvmseh7M5MIc2qFRx3OuFBDjkY3IecPD94kh0/v/yUbLxzO3Ffuj06HAAw9lM2/9Rqsru9Rpra5ALWulrdqF2DPlymZFO/sZsT3s07nsn9OMRf7JNki56az30435a0+lbNKsajNc3hHzMvKlnEitOqvAP0+dinOSzk2uxoAEDUZ6z0Od6H/jBJP8Bt2NlvmirfN5QcEL/8+H0leyB8PACg4f8lKtneJnROI2/QoPJEDqW4MoOcE8/2r8Gfb6NQlJZTrN1eeB/5wb32EI/zxL58b2Kfoz5e+oTHZ26tHwAAHp15Z2rCyKcAACltXWEx5wJ7cFXIc9R5ZJEtCEKFwWr/cbauIAiCUBh5jjqPLLIFQagwWEphS+hsPUEQhIqEPEedRxbZFRytWUXQdXYQLGTSYQ/dZ4iOVLbaV+OwWNqMmGIiUrGw2JzPQFZRMpUt29QIenc3xP5L9rnhG9i5aul77wIAWn75nJLNXkrpt8fNGK5kC8fwVrrVRuYNT3/PMX3f3LMaANB745NKVvMViie96S+ONXxSE5e55v+RDfFbl9jh7OHdFIN4wSjOOpgVQWYZng+kKtnQrk+o8ogl3wEAYteybPz0X6jvA9srWfg6ckgb8MNvSjZxA5uOBG4hMwmH+QUAxH5ETtjzlndTsoJAe5zwzZxe+9VFvLUfvYTk2c3YHOB1EzkVpk1l58Q5Q8lJ1OzP5hkumhTrXmfImdThnAoALo7w4DqgwJNe7/576Bi3qZpY5hPpOmPXcbtqf71flfP3USxrYwbHG594hMbC83k2SZjwPTlGvnOys5Kd2sxZJL3qk+Og4Xs2u6g9iJwF31jyoJLZalFY1uOvNVSyDf3fVeVB9ch0yGelxslzBpke5bVvwNfuTGP/WzN29ktfzOOXeoocKBeM7qlkBnsGTqs7xzj8vguZKI14lbMu3v0pZ1gsaEdj+WYih0B0v0TnaeXNJji/LKb46UGfsUPnmfs4TK3dlxYZNfi+HxxL4zegw19KdmgrmUk9/6cmSpeXJsSthcpvx7IZzOJL9L3afamSkp21O0gGVL4IXbYZmIWrQp6jzlOmGR8FQRBuZqyl/BEEQRAKU57P0ejoaEqm9J+fkSPJsD03NxcjR45EYGAgvLy80Lt3byQmJhY6x6lTp9CtWzd4eHggJCQE48ePR0FBQaE669atw1133QWTyYTq1atj3rx5Rdoya9YsREdHw83NDU2bNsW2bduK1CkJ0WRXILROjg5uZHi7QmH2TpxW/1sOxV++XgntlXB9wpWwQgcLdCVXtNetCOisOugsOpx5gkKmeSbwa7HZEtLe7Xj0PSWbn06a7h/GcobAIaPGqbLLMwkAgPO985SszxLSCMZ+lMAXDiYnx3Ot+DXUreEuVd43iUJ4ft6DNX9fdybnRUM+tzG5M2lbu0VyZsQ977P2bn5vchb0eYO1so5wfP0W/qJkk9c+AAB4951HlKzqce7D0NnkiPjpiAeUrO9iitffx4sjd9RZYQ8FZ+NwewOa/6nKW1dSiL/Qnzn8W+ZdpL1Ma8TaSeNRWjhkN2encJ/j3IchX1DYvIlrWCOMH+z/2wBDDp0rfAWNeUoL1jDHzqZQf0tWcshAdOFij4EjAAAHn2aPVtNWe3+4+/j64t0AgGejWPs/KqGfKv/aYC4AoHHCGCW7tJu0zD51ORSr/yxyMD11D5970B3dVTm7Bb0DDv7NekH9W/T9rPILa4l19mnh8hO3u08Qz6lVPUIAAEP/PahkJ/NoHs74i7XSLzw2DABwoR/fj6rfczn0NdpRiW/LmnX3WNLGu+m4PSFzSOvv+ju3wcOvsSp7nqP5lXU3z+eCXPo+DPDjBd3e2vQdSH6Vs1uOns1hIWdH0U05l8+7I9tm3QUAuNSRHXVhzzD5e4N5yMiwomjQQecoz+fo9u3bYbHwWO/btw/33HMPHnyQ5vnYsWOxcuVKfPfdd/D19cWoUaPwwAMPYONGyiBqsVjQrVs3hIWFYdOmTTh//jwGDBgAV1dXvPnmmwAoU3m3bt3w5JNP4quvvsKaNWvwxBNPIDw8HJ060fPi22+/xbhx4zBnzhw0bdoU06dPR6dOnXDo0CGEhIQ43R/RZAuCUGGw2kr3IwiCIBSmPJ+jwcHBCAsLUz8rVqxAtWrV0KZNG6SlpeHzzz/HtGnT0L59ezRs2BBz587Fpk2bsGXLFgDAb7/9hv379+PLL79EgwYN0KVLF7z22muYNWsW8vLoj5o5c+YgJiYG7733HmrXro1Ro0ahT58+eP99jhYzbdo0DB06FIMHD0ZcXBzmzJkDDw8PfPHFF6XqjyyyhZuC5PMpWPDqYqcSzQjC1WKxa2Cc/RGEW4nvK7fA/Crt8X3lFiVXFoSr5Gqeo+np6YV+zOaSM47m5eXhyy+/xJAhQ6DT6bBz507k5+ejY0fedYiNjUWVKlWweTP5V23evBn16tVDaCjHj+/UqRPS09Px77//qjraczjqOM6Rl5eHnTt3Fqqj1+vRsWNHVcdZxFzkNuJyZhWldQYsKy4Xg7q49iQDWPjqdzDUqg6Db1Chz0tqd3lkd3S0XRwjby9Ks3iuKIvs4BoXYfA0wf8jUjlFfnVefXayOW19PzqdTShOPUhmB5/ezQu5ABceK5OBbB8tubyV3rTZYQBAv/u2KNn7T/cHADx3P2cLnPXx/arcaDJlej35D8fE/vA8vfQe/2SZkrVxJ1OzbzM4Q2CNSmyjuUJP7ewW9a+SPepDxzTZPkDJIqtRhr3WzfkZsmhjc1Xel0P9bvk+92HRo+TwN7Wbj5LpQmiru/pXvE2//UN2Jk1tSKYRSYM4drTDgfJ/TdnZ7Y0XKANjzQUc/9twjjMQzn2MzCnizp1Vsv97keIpV17N9+PooxRPu8Z8NjXJ9yczBodZCACY/Xk5cLYv9SEqkuNNW1bQosXrd3aQrHIfOXFOmP24kk0auliVO71GDrORSbz9b8ih+WFax2aBBc3JubVDm91KtuNIA1UO+ZICOnvXYFn4LIqpfWw+j21BJp3b3I6zJV7c5a3KDsfKl77ieOT53mSqEbyXx8ziRnO3xkJeCGZpHEwvtUwFAFhbc3tOjqA+PvPlUCULHEemOroCrufz9VZVThlI5jY2voUwRZED7sgG7Ny7dB+ZNdW9h52Jn1/8mCpv+Y7MuRp/y2Zb30+eDgCY0H+Ykhn2kpnM5DvbIC8zHwA7SpaGq3mORkYWzoUxefJkvPLKK1c8dtmyZUhNTcWgQYMAAAkJCTAajfDz8ytULzQ0FAkJCaqOdoHt+Nzx2ZXqpKenIycnBykpKbBYLMXWOXjwIEqDLLIFQagwWG06Ff3CmbqCIAhCYa7mOXr69Gn4+PAfoyaT6XKHKD7//HN06dIFERERJda9WZFFtiAIFQbRZAuCIFwbV/Mc9fHxKbTILomTJ0/i999/xw8//KBkYWFhyMvLQ2pqaiFtdmJiIsLCwlSd/0YBcUQf0db5b0SSxMRE+Pj4wN3dHQaDAQaDodg6jnM4iyyyy5GSzBiuxozjShFCLnee0ppQXI35RXHHXM7U4nqYrVyrCYmYidyeWKCHxUlXFEvJVW4Lsn8PgcHkBtsHSQCAQxvrq88m76Pt5BCXvUr2QV2KjnE4vIGSJTbmF67VTNvq1RZyxIS9T5PJwjfgmNgX61H84vf3cXrxnc9NV+XWr9hjFGsibnwSRdvmD9XvqmSp6ymSRFcvNgcJNfA9/vYdMg3Y1TdWySYtInOASv/jNrb5Zh8A4OM/OXa2zcBeW4s2kOnIoV4fKVnP/RRxw+sOHrOdQ2cAAB6YO0TJHlrK0UU++x/FTvb7l9toO3EGAPBDx7uUrFYqtUdXhbV4+//HEUIi1tmPj2azkxoOExVNKusa9gAi2ZMylCxzJS0U0mpzWLMamnTxsFG86cRNfG3PADrnkzvYXGTqv2QuE9eLY0MvHM5mDsl2s5Pn23MkjLl32M1/Yqsq2fFB9P+ZX+5Usuj5O1XZ0oiOcc3gfqX+SFFKPFdxJBEHR9/lCB4nVmrMQKpQH1e0nqlkGfaU9w+Hc9z3ypF0P06mcbQO80Ye59zllAbd+yNeQu1tRfHju3zGseD16/wAAPfN+l3JFr/EMcWDV1GUkgut2JSibih9D//5gGN//JhFJpQ2F+6/+xmeP646Ksc1PqFkfeeNpTa0VSK4TaTv4eGDnrBma+53Kbkez9G5c+ciJCQE3bpxDPqGDRvC1dUVa9asQe/eFLf90KFDOHXqFJo1IxPPZs2a4Y033kBSUpKKArJ69Wr4+PggLi5O1fn5558LXW/16tXqHEajEQ0bNsSaNWtw//33AwCsVivWrFmDUaNGlaofssgWBKHCYCvFNqdNzEUEQRCKUN7PUavVirlz52LgwIFwceFlqq+vLx5//HGMGzcOAQEB8PHxwdNPP41mzZrh7rvJvv3ee+9FXFwcHnvsMbz99ttISEjASy+9hJEjRyoTlSeffBIzZ87EhAkTMGTIEKxduxaLFy/GypUr1bXGjRuHgQMHolGjRmjSpAmmT5+OrKwsDB48uFR9kUV2OXItWmDgys53V9KMX+3nznxWmmOuRpt8NWPmbF2JoS2IuUhRckNt0LvZMDpmAwDgY1sr9ZnRHk/65TdZK5uzKB0AUHNSKp+jMjuXub9Nznn6Zexol32QNHVHVrI2ufmTlPExMYe3kHs+ylrAJu/Q56l5nGGw3q+kRdK9zxro731WAQDSNLHCXMFOlx7/Iw3k/T+sVTLHAsG6kO9xcgHV+/v+6UrWtwM7lyW0CwYAvNSCsxKef6IBAGDDBM542XkkOaeZ3DjG9uL7Wquylwc5tnmc49fvobfqAQBiZ7JjoyWatHAX6rOmVmdlvWBmP4p1XXkER2Q68BLFUY79kM+zdO3X9H8mx/a1jCIt5MJ+rFW9eCffh8gVdB33xEwlu1SXxucej1NKNjme7nurWhuUbFo/1lDHjiVt/JtP9FeyMJtdQ+3K98jgSvcz5gfuy/lhPM6VllJM8Yg3uf95z9H9ODqWHUNjI2h73zKaY5RbvNj21zWBxqzzJHYgrPUuxbe2PMua2dyedO+S3+LzuGlMiP3cSQtstfKY1f7+aQBANU3UDPfXyYl4RUI9JcsO4eucf5bG6ut2rFmf0uRe6nNrzlT5+UfkBOvWlo/983mOXd/gG9JaV7/rNPehEjkt68x8TPRoapv3x3koyDKD72TpKO/n6O+//45Tp05hyJAhRT57//33odfr0bt3b5jNZnTq1AkffcS7SwaDAStWrMCIESPQrFkzeHp6YuDAgZgyZYqqExMTg5UrV2Ls2LH44IMPULlyZXz22WcqRjYAPPzww7hw4QImTZqEhIQENGjQAKtWrSriDFkSssgWBKHCYLHpYbE5uc0pcbIFQRCKUN7P0XvvvRc2W/EHurm5YdasWZg16/I54aOiooqYg/yXtm3b4u+//75inVGjRpXaPOS/yCJbEIQKgxU6WJ20JbRCVtmCIAj/RZ6jziOL7OtMcSYUlzN9cJiJFBdv+nIxqK9EcbGzL/d5cRRndnEls42yMs8obswS2wYrWei6C0WOEdMQoTjEXKQo4Xeeh4unCd8/3BYAcGG0l/rsXBQ5flk1bwrLHtpCj39I44SVwGM1edZ6AIC3nh2rBq0cAwBwS+Xt/ju9aLN6n46d+WrN4hi007ZRTGwPHz6P8TxtoY9+YIWSfZ5GTmi/9OLYx12W7lDlHgvI6fCD/e2UbHHDzwAAMw60VbKnalOM6jt/GKNksTaOE+1ib4abntNmR6ymZ89Dq9mspN8Stut0cD7fT5W3DSQnyUfncr0FT/YEACS05+fayNFLAQBzT3KsbuuvHNnAGE1jaU1L5wvZb4kunc087n6DHEhDdrEsN5icU821eaE0djzHt7bYzWm+GsC51oN20nXu2fmEkvkdpHoL97Ijql6TxlsfQPMnJ4TnStIQcu5Mq8Eyr+3UjoQWbBqTXYk/P/okOTladrAsvLK9fI7n3tkN5CzYcyE7mi7YwuP3XCsyVTk3i50z5//yIQDgkxQ2T/lqNDm/vt6WHTa/GHG/Kl9KoTmbPZjH1M+DHEtrv39cydZ9TQ6YOcHc7p7DOE52opnMTV5r30vJDrxDc+D5pjzH552g9/13cXOUrN0bz6py9S32OfC1n5K5Pkhf2qiVfD++XU/96byvHwqsV5+LUJ6jziOLbEEQKgyl2+as2BoYQRCE4pDnqPPIIvs6UZzG1yE7MN5PI2VtTO13UgEU1tQmllEmwmtxMLzW8HilzaZY3DUKHetkG8vKMVS4daFtTieTKFQQDczZf8Ogd3ODdTi9DGs9yaHTsJv+C/qUsxxm/kLawhers83j05v6qXJCAWm6vY2sQcusRY5klVezk9pbf1ForoltWGP3w2McPs/lQQoj5/mnUckeG0/XbOHO388HfiYntn1rZyjZi4msvazmRs/PobEblWz8PeSI9/Xqz5VsfTZpxP338eIhqQ07C66a9C4A4NsMdt7stoTGZUXflkrWx5uyWxo08+eRB9mh88hg0tYu6stOVnoPcvyzuvIx3zckp7gBO3ns/y+6pyrHjiGN+kO7eCw++LABAOCBtbuV7D6vJQCA/r25DW6J5JSaHcy7Fvd5ctrB3g9Q1kKdZn2ksy+Wwl/l8dEdIJvWlD4NlKz6hxwW8L7V9Pm0vQFKNq3vV9SXOA6zZ7uzFgCg++esgd6dwWHt0vJJ837k+5pK9vI7nwIAxsznDIsznyMHwl05HP4u8hce04+CyAH1mVHLlGxw4wcAAP4/sMNixAYqvxzUR8nemfO1KmdZaU5O2dWdZf9QH/fOYifgrEdpnD9sxsd+fo4di7sFU2jMB9az9tvB4/H3qfKYamsAAPd/ydprT829OTScnFJjfmCH4MjV9J1LaMqOw5320fc0M9cES8lZzS+LPEedRxbZgiBUGKyliO9a0W0JBUEQikOeo84ji2xBECoMss0pCIJwbchz1HlkkX2dKM5kgZ332JHGYSKi/VxrGuGI0KjNolSecaBLcnK8GgfKazF1KU187P9SUrvEROT2xwq9eMX/B0OODnqbDsFxZFZhbVJHffbXpQQAQOLT1ZQsPZHMQGa+8ICSRVbmV8lEM22xh1VOVrKXWpBJyHcjo5Qs4G9ygDvfzE/J8v+Pnfgs+2kL/CInQVROVA8vGqNko++nLJBaE5Hlm9mJrdZn5JB2z5dsdnFwND1bJ7Z/RMnu+Wk3ACClHm+5++/ludJk2Tj8l6Ad9HmgjeM7d57yHAA2LwGAi3dwtsCaX5Kz3JfLP+Fz/0BmALEzE5SszgYyNfh4OpsN1PibHe0y61AfvnySTRbSHqA3w7dPcPzr1/vbzW00OTQmtqX7MdDnpJLddz+bXZhDyDyj37vsnPnDo+Q4avubnVMPv08mH76HeZwMqWwS9N4P1PY6rfjZ+sIhu3lGDZ4zlaaTucSXb7EDZYexbN6Tb1/QBfU4o2Qjl5AD5l9D31ayNpueAgC4b2YzmJixx1TZbSI5jlo/YxOGc71pbg8M+krJFkwiE4vpldh85bnvB6pyXHNqryWTY1k/0p1ihW9cz1lNI7+mPr4awI6W/t15LN5aRCZD/3eKHT69TlLbWg3ZrmQzXnoIAJDXlWOv26rzumF3y48BAHvuZdOQgX/Q+Lh6ZCnZUzHUn5fW94I1h+OUlxZ5jjqPLLIFQagwWGw6FTnBmbqCIAhCYeQ56jyyyL4KnNUcl6R1ZY1us2I/dzg8Wor9lLleGtjrrel1dpxFAy04i6UUtoSWCqKBifngAFx0RtT7k7TIv9fj59GRA6R51jfm7I0948hZ6+dH2HEtuEGiKtd+lLLqHR3HTmrfvdQBAKCLZS2xKY3G99vv2ipZbgg/7QJ30316aNxvSvbhWtL8jbrvVyXLt5FGbsMcbs93L36gylH3kcZvYBvOOjj6Jzr+fEs/JWvrcQgAcLwZh9Hbuo0d0XUFtFiwGXhe9JtAWvQP17ATY+yHpI1uWoed1GqtZQ21g9Yfj+dzB9nHRbO1/u8j5PgY4p6qZNrshV7/0vvhYksO6xc7m0IO2ozaVztpsnf34DFpu5PU2p8t9edqvIGBgD00Fwb7cAbB93uQQ+vYL88r2Q+P0i7Bifs482GDb4+ocvwy2ns9+mMNJTPY/WE//pk10L56uod9d1ZSsm828jys9g156R1/nLWv9e6OBwDsyQtUMtsJ2jGotCpJyQ758y5MYATNr+UteG6mvkPa4XndOvAxI8jh9bVM3iUIqM8BCPaejgAA1Bq5R8lWjCCHxogznG3zQlNyhnw8ZpOSRRzmXY+xP9m13pXYSdijPn1/annwnFnRjZxJ+9yxS8mCXHlXo2+nQQAAXQ57M7b4kt6LO1bHKdlLab0BAHrPfMBS0sri8shz1HlkkS0IQoXBatPD6qQtobWC2xIKgiAUhzxHnefqo5ELgiDcYjg0MM7+lOrcFgtefvllxMTEwN3dHdWqVcNrr7122fTAgiAItyLl+Ry93RBN9lVQUqZGx+fFmTFoMzU6nBi1joDFOTTeyPjNzsabvpo2lmRO4+z1ivv8WseptLG8hVsDK5y3EbSWXKUQb731FmbPno358+ejTp062LFjBwYPHgxfX1+MHj261G29Xhx+tyr07m7IfpG24h979xf12ZfvU8Y//yPsZHVwE700fzn6jpKNum+YKp/tT+YL997D8bZNnej4vaPqKVlid/vWtuZvkJof8HUczDt0typ7nKU2zl7B5hnDupM5yYOjf1eyuRc5FnFVd9rmP/AMm1VM9iCThu/MTZQs10avw4khfyhZT1c2Fwm2d8fnOG/tf2gjB8ONvdjJccB3TwMARnZkM5dfvm+tysZzqQCASn+yCY6DBt+xk964IHr2aONtN1w2VpW33f8lAKDJj+yQaXUNAgDo2T8OwfYEg/ds5XoOd72nJi5Rsm/636PKuWHkiPdVRriSPdJrHQDgk2nsiBmkJ5MFe/JOAMCSFS1UOWY5mT488vVqJfu2D8VCH76eM0em3OEHAOi0aL2SnThypyrbXMnkJep7XrDVfp3MKV6dxB6dujvo/3m/z1eybpOeU+VHp5DD5zfZ7GD5VmvKdPnRkoeUrEYDMpM5dJz7HxqRqsp/tKaY7J1enKBkIbvIpONUdzZfyfOnya01Tznfr7Yq15xH5ibZ7dhW589PfgAAxG16VMl8dpGZ0K4F7AV8vjmbDvX7ei3+y6ZHaDAsL7Ejqi6fxi9ykQsK8l1wqshRzlGez9HbDVlkC4JQYSidV3zpNDCbNm3Cfffdh27dKMlKdHQ0vv76a2zbtq3U7RQEQbhZKc/n6O1Gxe69IAgVCkd8V2d/SkPz5s2xZs0aHD5MGf/27NmDDRs2oEuXLuXRFUEQhBtCeT5HbzdEk30NXI1JgjZFuoOSzE5uJCXFyS6uXkk4GzXEYbLRahjHCz3c78pxua8lZri2f2ImcntyNemA09PTC8lNJhNMJlOR+i+88ALS09MRGxsLg8EAi8WCN954A/379y9S92aixkwzXAxAbiiZCHxxhE3aIldSBAfLVxzVwc9EMYgf3PO4kg34iqMnfPQj/VFxeDSnHz/XmqI+RCVw6m7YKPKCLonH8sijXLZ60/Z70AqORWy2B8OoOZM3uj/BvQAAX81X/uExbKqRa6XjR3Rgk4WnXifznfR7OIbwvyPp5G3WcUSNF17g2MlT36L7aDXyWOjs9n0D+o1SsoRmFKt41m/3coM4pDhqfU59NGRrbDrse+p7HuB04Na/6BnU9SWOUlLzH56Lj31K4//IfH5WjbmPyj3+xyYSDvz38rEXG1E0kHnj2PRj8bLpquw4fndWFSXbPYnMNwxsDYEXvqHxeeceTvceqvFBODSSzC1eXXu/koXdQYuu51/9Usme+5FMI5YuaKNkVXvEq/KBHvb46iEcPSN/KpkRmbLYyNLrBC1pBjdj04+lm9isKUBPZidv9eE2vvBLXwCArj+fu2Z3igCimx2qZKaPODX8pvco5btBk5p8yUfvAwDafMRRYyxGuo4tks8z89mZqjygGd3D31pNU7LYDSMAAHk5PO+Dj9N3oeX7HOt902g2ddr0IUVDOfY8m50MX0wRdC68x6ZVqZS9HjnBgCXv6pd/klbdeSr2nxiCIFQorkYDExkZCV9fX/UzderUYs+9ePFifPXVV1i0aBF27dqF+fPn491338X8+fOLrS8IgnArIpps5xFN9nWiPLMyXi/Kqu3OnsehTT7wMcsMtYrW02qgfdMuotvwe7Dy44tITkgt8RrXkkFSuPUoXXxXqnf69Gn4+HAc4OK02AAwfvx4vPDCC3jkEcoiWK9ePZw8eRJTp07FwIEDiz3mZuBUZ18YTG4I2UVOh8EzOPvchU5+AADrIk39MNJMbX7yPSVr/xo71bl1SQUAtOjGMYQdbFlVX5WrzyDt3PkX2ZHQspXjNkf/H2mUU1uzdtfxvj48mjWsNd4m8xydF2dVtD7D93jDJYqT3DiAsxvm+VEfjH9zZkCHBvtodoiSLfianQGj/iJHO10ua6BdKpF2M606X/uXpyn+c/d32CkuM0rj/mWlsl6jyb7UiBwWra48zwZ2IS3n3BWs5eyxfIwqB9uzTYYYWUM9qBM5Af7067tFZEnNWQWdbM9qGfoz7yx0/2eQKt+XtwbeOWbYhnliURxpl02upDGe9sosVe/xhaTBf3rFTyiOpOO0KxLQkx06dXfSDse4VZodniCae5N7fqdEH4znbJyGu+l+PdeQ46M/3JbOec//eO55XKB+ne/O82Nx+h2q7NhdqLqCHWzdjp8DAFi9eN6vOELZG+t+3IDP/TvHqO7oQZknP2jD8eGbf0Xaf6PmVtd8cTcAILUXn2fIopGqvHkg3adm3/HOQ+wMikN+9PEIJTvdhU7qofFoPduSszsG+9CYPvvAj0r23TnKehq0neNyd3rmXwDAzineKLBpdlJKydU8RysqssgWbisCwv0xYPJD2Lx8h1OLbKFiYbXpYHXWK95ez8fHp9Ai+3JkZ2dDry/8QjEYDLBaK7p/vXCr8cSqDQhPSUeih69aZAuCg6t5jlZUZJEtCEKFwVoKDUxpveJ79OiBN954A1WqVEGdOnXw999/Y9q0aRgyZMjVNFUQBOGmpDyfo7cbssi+TtzKZiI3iuJMbEocxztjrvz5f5D7UrEoXaay0r0cZsyYgZdffhlPPfUUkpKSEBERgeHDh2PSpElX09Trhu9xK1xcrTjfjF4H6wexqcFTJ8gxLvnVKCW71Iw0U02/4G16c1PefvfaSCYfJ8LYPMGoJ9OQiI/ZqfDcE5UBAHl72KFs3tAZqvxmZwqFiBxOkb2qzkIAwIZcdiRb34FiEB/JZEexRh7HVXn+72Ty8d7Q75XsBx1pZ5s9wCYtc7aTLHY6p6u2sV8gdHnUx1MPsylCwDLapUitwdq69pueAgBUX8vptef88rkqD/t6OADg+Hh2oKzxAplt5EewuczRx6jcUxMbO3hnUa2gI608ANhcqdxzIjtLWt5OBgCEDmdzmdghFDs5xeSnZPqvNR6NVkcKeSC9KpWrtCazikf/4Jjo/ndSH799kSPoeMZn8LWb0fnz23sr2dl25HwY+DdfLnhDKgBg/NN9laxWfBr38T4y65n+1f1KdqI3mXQE7mRziIQ2NJdq9TvI53E7p8puF+k77fsKO86emk/vmdBfWRb3BZl02GqzY+yxSRy3+7Fu0QAAa32+X9526408u7kUAJy5uyoA4LeG/J26ZxabEQ3oSWNpeJDv64m+lFrepmfnTPcwmpPzvmfzJe3q7XRH6tdbO9nJMWIJjXNqF54f5+ZT/PjciTZYc3OB17/B1VCez9HbDVlkC4JQYbBAB4uT3u7O1nPg7e2N6dOnY/r06VfRMkEQhFuD8nyO3m7IIrsCcSMzR14N16ONt9qYCNeGaGCK4nswDS6GXNQaQ9rU3WY/9dnOg7Qz5N6UtcTG86Rhq/QnO041eJvVkvHVSSO6dSVnd3ygN2Xy+/FLzsRYyY0c9mKWpirZ7704BFm4O2kyoz1ZIzywSW8AwJlHqipZRgNynIx9nc/z1ADWtv40jEK4PTqZncvc7Wkmh4as474mkmb9m5/nKdmMZNZefh7dEgCgT2Mb+7sf3AsA2HKONf0Guw2qxxxu93OnWCX+yncLqD1LOOwfdNRXfR6Ho/ujL7W71yscEi7orzOaY+g669ZxBkG9qyOLpK+SBT9rb6+R7+GMyJ8BAP082JTJfeB57sMv1A69yYKwljQvjm+nsHVVf+P7bnMhDfWJHryQOvDAAlXu2ZucN+N7smPo2kepXx9osnJ+34wya7pc4u/cNz/PVeW7viNtfugO3jFZdYkyS2axfyQC91JfT83gDIuveLC3vKu9GW9UYQfB+6uS1j9jBO9Q+JIvLYI/4XuYXceoyjnv0pz7tOb7SnbBQid/8RWee46Qeb2/4bn32VTerRl3kjTm1b9KVjKb/b7qL6Uq2f7XaW427HhYyQ5dZAfdeyIpg+lP/7Bj8dm2dJ6az3IyrLePkvb/+Z6DUGAxg/d7Soc8R51HFtmCIFQYLHBes2IpuYogCEKFQ56jzlPmf2JYLBa8/PLLiImJgbu7O6pVq4bXXnsNNk2AepvNhkmTJiE8PBzu7u7o2LEjjhw5UtZNEQRBKIRDA+PsjyAIglCY8n6Onj17Fo8++igCAwPh7u6OevXqYceOHepzZ9aQycnJ6N+/P3x8fODn54fHH38cmZmZher8888/aNWqFdzc3BAZGYm33367SFu+++47xMbGws3NDfXq1cPPP/9cqr6UuSb7rbfewuzZszF//nzUqVMHO3bswODBg+Hr64vRoynL1ttvv40PP/wQ8+fPR0xMDF5++WV06tQJ+/fvh5ubW1k3SbBzs5hDlGfM8Nk7i35JnG1DcaYjYk5ye1Ga5AgVJYmCxdMInYsJG/6sCwDY/29d/rAlOSzGzD9Z5LiD4yJV+fjfd6ly7WlkBjJv5QdK9vBaymJX6w92Zms9l16aC5Z2ULLD/3C2yRbVKA6yq47NM2wFpBer/DXHXT4cRqYjE1YtU7JQA79Mx3SgbILBWZxB8NC7lInw8VnPKJn7RVIENcocoWQrW3BM6E3P0TEzdnNM6Ef3U/zzyJdYX3fmDZo3x5KDlGz1Xez4eMFCGsCIjXxMeoMwAEC9F9kRs8dbdgc5DoesTEQA4OBoiqNsyGNZtUXkBFjlSV5w7LyrBgCg1ltsHND3AXK+LAhiE5Ivan6myiEmXwCZ8HPJwbvVKXZ1n5Pk0HlhdLaqF/k0OTkunLNcybKtbNLx1XezAQADOrNZSr+GjwEAkraEK1ntxWSWcXAYOxI2+Hm0KpsyqI+X6nB7vU/TvFjyAjsVdl5ApjVbBnEM9/73coz6F1ZSX7otZ2fSqPU0xz32sFNuTh1yPmy0gufM84E/qHL3ITQWkZ/z3BzyBpmJuPTlrM4uG8ikIzmO79HQ2U+r8oZ3qZ0PVWmpZCcnNwUA2Aw8FkYK0Y7kb6OVDPXZfOUPW2MAQGh7dhLO/ZuunbmCzWAmtiRzq1MDAmAx5wL7cFWU53M0JSUFLVq0QLt27fDLL78gODgYR44cgb8/j4cza8j+/fvj/PnzWL16NfLz8zF48GAMGzYMixZR0P/09HTce++96NixI+bMmYO9e/diyJAh8PPzw7BhdC83bdqEvn37YurUqejevTsWLVqE+++/H7t27ULdunWLNr4YynyRvWnTJtx3333o1o08w6Ojo/H1119j2zayC7LZbJg+fTpeeukl3Hcf2aktWLAAoaGhWLZsmUrkIAj/JSDMDwHh/iVXBFDjritHGTFERyD5QgYuHCqLlgm3CrZSpAO2VXCHHeH25IGs3ej1t311pVn/+DfRaPkSaPFoTLCg/t1kk73F/CYAQKeJeuGSasMP3vwHllAxKM/n6FtvvYXIyEjMncs2+TExmoRUTqwhDxw4gFWrVmH79u1o1Ijs/WfMmIGuXbvi3XffRUREBL766ivk5eXhiy++gNFoRJ06dbB7925MmzZNLbI/+OADdO7cGePH0x9vr732GlavXo2ZM2dizpw5TvWnzBfZzZs3xyeffILDhw+jZs2a2LNnDzZs2IBp0yhrVXx8PBISEtCxY0d1jK+vL5o2bYrNmzcXu8g2m80wm83q9/T09EKf3w7ZFCsSpb1PjvvbY2QHPDqqYwm1iXGfjiixzpczf8eXFzKK/ay0c0o03rcGFVmTfbnn6LGBrtC7u8LlIsnDH2eNp2UBaYltPuy4dqEpOTa6XeCXZ9SnrKGOfzgYALAktTFf3L4u059hLd++DNLEVv2Ks+ZZ53D2xyOpdB69jhd1KcNI4+t2iWXedmXj203bKZnOndW/jVeQs9j333BSlbtj9lPfV8QqWaA9xF1wf+7XVz83UeXEh6juJetvSnZxL2kLgz9ijWfuRloQ5AcWKFmTNayV3dmBHN+aTtquZN/vpIWAdz/O8vfID6sBAHM2cr8CDgSrcuz75AQZu4xD1B14j+7N9iPRSha6k/6ftY00sf7TMhAwnUPTKRKKigBaaANAONKL/dzD1YqXhw1Vv7tO5Pt58hIpRYLe4+ulZlFmRe19PziS+mUM53r5Z3nOVf2WHAMPTeSsjG6XSGP5zIk+SjatLy3MkjUJoI714x2F/2tGGR+9HuWwdvo8+33SJJI60YM05ksD2USh+yB2VM2IpM+bf84OjWEP0R8jp/9hDX3AOZqn+gKer22e3aLKd64hx0f9O6yVNmRTXUMuz0NP+3lSq7Imv8qiE6rsuoju0bhIzogZWYf+aOqwjudefjvKVmsz0M/VcjXP0f+u20wmU7HZc5cvX45OnTrhwQcfxJ9//olKlSrhqaeewtChNMecWUNu3rwZfn5+aoENAB07doRer8fWrVvRq1cvbN68Ga1bt4bRyGPfqVMnvPXWW0hJSYG/vz82b96MceM4VKmjzrJly5zqO1AOi+wXXngB6enpiI2NhcFggMViwRtvvIH+/SmFakICfZNDQ0MLHRcaGqo++y9Tp07Fq6++WtZNFW4xfl68DRvn/nbFOjXuisG4T0dg+stLcHQ/vXwsJ04XqWeIjkTyZRbYwu1LRc5UJs9RAQCs3nqc96XoIzqDRiutiZoSZGGtdoIX1dW7FXVh06XqkK0vulASbm+u5jkaGRlZSD558mS88sorReofP34cs2fPxrhx4/Diiy9i+/btGD16NIxGIwYOHOjUGjIhIQEhISGFPndxcUFAQEChOloNufacCQkJ8Pf3R0JCQqnWqsVR5ovsxYsX46uvvsKiRYuU+n3MmDGIiIjAwIEDSz5BMUycOLHQXxPp6elFbphw+0PmHfElVwRwdP85XmQXc4wh+xr+jBduWSylyFTmbL1bBXmOCgCQNtQT9/iTBtYlkjXH1cZxGLm5afMQlp6GBC9fdHhqMgDAvyOF+Mu38vfC/1l5jlZEruY5evr0afj4+Ch5cVpsALBarWjUqBHefJPMk+68807s27cPc+bMueo15I2kzBfZ48ePxwsvvKDMPurVq4eTJ09i6tSpGDhwIMLCaLsvMTER4eG8rZKYmIgGDRoUe87LbSs4uNL2/M2yjR8Q5oduw+/Byo9XIzkh9Ya142bgepj3WE6cLrK4LmkuaD8v9fVK0Rcxb7pxVGRN9uWeo01qxMPV04htKRTUN9XMphYZ0fT/pbs57nLtl8jp8Gxf/r5MWLFElWeeaw8AWLyVTS0cnJ7DW/e6h1IBAOfvZ01RjAs77F38mhy2Ah/hnaj/5cyFW2Y+TrkEYPkjFBM490m7n0Yon/v4K7wFfOJbOk9unRwl6xtCW/azfuft9wNdKRax/h3W7r7ovUKVty+hd9eknYOVrPZ79IwpeIBjR/vOJye+ukEcd3rnYo4Z7nEPXfOno+w49fu9FG+5f6VBSvbFMtoO96zD2+ynOvMiZd5n5GzoqWNHw/Hf2E0n4nnuTn+NnDcXp3PM7zYtyCZ723l2ijv8NJddJhbVWp8+SePrFcwL8/T7/AAAfsdYC35xpSbetN2Z1Gc7mwH98NsnAIBBruwMGfs6zamj43hOvd9nviq/fGoQAMDIYaKhL6BrflGV557DqbTj6jFK1qMLm3z8nksmTDmRbMoTvJv+n715sZI9NJH+CGmaypkzg/x4TLLD6Drhm/i+/+8xmisvfM1xsh1cbMDlDt7/qvLy+OYACmd3nNWfxue97g8oWfWFJwAAq39iE6xLbTWZRx8iE6/hTz6lZLU70Hfp7w7svNv8IPUnpNU5FGSZcbVvoKt5jvr4+BRaZF+O8PBwxMXFFZLVrl0bS5bQfXZmDRkWFoakpKRC5ygoKEBycrI6PiwsDImJiYXqOH4vqY7jc2coc1VNdnY29PrCpzUYDLDabaRiYmIQFhaGNWvWqM/T09OxdetWNGvWDLcrAeH+GDD5Iacd9wRBKHus0JfqR7i5aLXwCDp+fBA9F+8pubIgCOVCeT5HW7RogUOHCkckOHz4MKKiKOGTM2vIZs2aITU1FTt37lR11q5dC6vViqZNm6o6f/31F/Lz+Y/U1atXo1atWiqSSbNmzQpdx1GnNGvVMn+L9OjRA2+88QZWrlyJEydOYOnSpZg2bRp69eoFANDpdBgzZgxef/11LF++HHv37sWAAQMQERGB+++/v6ybIwiCoLDYdKX6EQRBEApTns/RsWPHYsuWLXjzzTdx9OhRLFq0CJ988glGjiQnUWfWkLVr10bnzp0xdOhQbNu2DRs3bsSoUaPwyCOPICKCnIv79esHo9GIxx9/HP/++y++/fZbfPDBB4VM6p555hmsWrUK7733Hg4ePIhXXnkFO3bswKhRo4q0+3KUubnIjBkz8PLLL+Opp55CUlISIiIiMHz4cEyaNEnVmTBhArKysjBs2DCkpqaiZcuWWLVqVbnEyC7JLKA8tuyvxRygPNp2s5knlNa8p7hY1iX1xRAdWcTuuqRjrtf43Cz3oSJSkc1FLseOXTWgd3PD8t5ksjD4FX7JVLNH5jg2ltNUf7KdolS0+oVjDT/+I2+Rr3iAIkmNzX9Qyc78SlqoRg3Y9MO8mF4/sW4cbUGL2yDa0g9348gljkgFthQdcod4kVBP2/jGT9lZL+80R+kw1CPzBo9dHK3ig1kPAwCClp1SsthHySbZ5samJs9N4z7E/Eifpw5ms5O8jiSrtJ6PeTN0IQDgsVk8PpFzD6hynQiKk+x2QaPjIuUaKnunKlFmJjlutY3k58XxCdyvR/0o1vW9DTjY8V0BNL7nV7Ot/WDfQQCA3ItsBlT7JTpnWBybD51px/PdPzgbSAB0Jis829G2e9hUSqGe0NRP1ft6FN3rXkvHKNmfvYvmKng7iSOkDLqX2qNLZ8fzpzavBwCM28nb/69NZfvbkMMUmzulNvfBJYdMLNhQBfDU028DGm9WsjWvcQxqHYUMR+3JJ5Ts4Fs0Vn1e5vT13oMpUgjPGOBcHJtMda9GY/7vZ2yiNHbvQwCArLps+hG9grSkQSt5nuXexyZK7brtAgDs+qCBko38ku6rX0PumbuBTD9ivuc07/lBHGklfgS9F2u14/jx5z6pBgB4fHgPJTPYrVuSf42gONlXSXk+Rxs3boylS5di4sSJmDJlCmJiYjB9+nQVPANwbg351VdfYdSoUejQoQP0ej169+6NDz/8UH3u6+uL3377DSNHjkTDhg0RFBSESZMmqfB9AEXLW7RoEV566SW8+OKLqFGjBpYtW+Z0jGygHBbZ3t7emD59OqZPn37ZOjqdDlOmTMGUKVPK+vKCIAiXxVaKDGS22yyEnyAIQllQ3s/R7t27o3v37pf93Jk1ZEBAgEo8cznuuOMOrF+//op1HnzwQTz44INXrHMlynyRfSMpznGtOK1heWsSr+X85dG2W0lzWh47D7eCY2xF53pl27RAB4uTyRGcrXers7jbTHh569F9PW3HBmti+p56nJwhH+n+p5J1nEcavy5d/layE129VdnQm47PnFVZyfIakSypDzs+7f8fZdVzTeMdp+oLWFN39GXSWuZnsebvhWyKA2zx0eP4m6TJblCJtI4FmqgXLidYo/XBI18AAD6c1E3JDjwfAABInsdxsh/+icKDzl5zj5IFLOE5YB1M2RSRwo6Inx1bCwDosJC1oFsy7wAA/PHMO0rWrD5vL9erQs6SefexJrFjddJ67+rMWTL7fUAOpIfXcxtfX81ZGZ/YMwAAED+2lpKdGEXjPHXIl0r2wQQKQuCewNc7OYzP6cD/MGtOk5PcEYws6DN08J1CGtPGc8iBcOszHHv4RD6N46wenDhk2F33qfKB10ibWvU7dhpMbUVa/3wvjvk9ZQo5k+pjeLwfGscxn/94oAEVarEme+a7pJXs34/HtsY02jFYc5x3Xtwq8fyq3JE0yiknqipZ7HOkJc5ozc+b2TW+BgCMaXS/ksX48zz85yjNtaPvVVOyX+6k7I29N/FccDtMod6Oj6ihZO8e91Ll7+PoPrWvxAl9fOLpHmaH8nz+4wOyAba0UCLk+fFYVZ1HMdMTm/K5feLpfp/+lK9d/Qnq65nPq8OSx9/z0iLPUee5rRbZgiAIV8Jqc3770nr17yBBEITbFnmOOo8ssoXbiuTzKVjw6mJJNCMUi7UU25zO1hOE242l7nfAw5aHzOCgkisLFQ55jjrPbbHIdtZM5EYyeyc5g6T2vgMXm1CMxaCPN1/pkFuiX9eD0vQ5zTcIi7752+ljrnU8S3LEvNmcTm9Wrtf4WKGD1cntS2fr3er03T4Eeg83GI/SVrxNk8Y88hdy7PsytJWSLR1ADpIT2z2sZPnfsKnBmAZkS5nfnV+u1b+gWLPJrdkhr34cmU3kjuOF3ISfvlflPHve51GLn1CyUD8vICsNLqkWVBtNDnlBP5Fj4/GBUapenTk8n9akU8xdr7nsQGk8S9vqFhM7LH70VwcAwIr73leyfsc5TvJT4WQaMn0Jm5MMq9sVALBuH5uGtJ1P5gLH89lkpUYljtmbP4jk7+1eqmSPTqU2mrrwKzliHZUHhnC86IdXjVRlF7uZTe4kzj5XcIScJeOMLHNLNAMAli/5XMm6H6QYzBlzKylZ1xfXqfLyEQ0BACeXsVnF372onN6S+2XQ0X3PtbEpxZHxbKpR+yUKxZbWnk0WkpuQM2DoH9zXtPvpHnr9zOYOn/zDcy6oIV0zrQM7nZ4ooBTyZ9qxCUn8Xw0AAM2b71eySxMDuHyJTJgCVnM89uOjqb1v9+Vx7vYNxcn+Zhub74x8idOTN1lEZifTgniuvHS6JwDgq6emKdnBJygG/PKLHFvc08WsyvftI5Of3v3YHGvRqtYAgBpNTihZxgz63mSGs+nLK0+wSdDnn5MJT8JJXjO4edP32OsMx/I+sJbuQ8un9iAvMw+7r2yyfFnkOeo8t8Ui+0YTEObndPzr2lU41affnTHF1kk+n1LhE9YIQnlQmpBSEsLv+tI7YTOaNz9eRL4hW+PclE4L5SBrFhYmzgMAGLrSQq8gmV9nugesWP5QfZWwRhCEskOeo85zWyyyr7dj2+HP6K/Gmk+QI0i34fdgwOSHnDp20qP38i8vFl9nwauLsfDV70T7eRVc77lws4QFvJ0oT+2/bHMWZXGTz+HlrccT/o8CANxWs3PiMz+QtnXkcs5yuDiVss7tf54zNc6P+USVh8ykugbNejnF7hhpPcuySvbQe/U/owx4MbNPw+1jzsTnIAxpRWQALbQBAEnFfHgBMH4N5P7mhV/6kPbOPZE19NUGnAQAHI7hMGgR6+h+V+7Jp/E+yw57rx6nD16O4SyQj39EYeZGxPdWsupzKdPja5/34rYuYmfJ5FRadHT99Rkl++A50qK+ebGhku1IIO3lluWcxe+lx35Q5cWD6V2if+Oikq3ZR+ED+094Tsm8dKT9HXqqg5LpXiLtrg9YM7y5C2utM76g0H71H+LwgM+M/h0AMHrC00q2L4fa+OlvfO5fH2Gt/lNLqe3uFzjhR9xrFwAAqU04HKHvMgqW9/Kr7ED5Uau2qgwDaXDTY3i3YmxWX+qfJhKdn11B7dWatbepc7mCcRr9QVZpJcsSk8jZ9n+fDlIyL3s0yF8zOFNn1ac4QcqRIeTwOCGFvwO2TJqPn/zWRsn2vNkAAOD9F2vOdw/lzJsOFtRkJV21VaTpPpEZrWRz3v2I2vjscCV759V+quwTWzQcX7OpWwEALbw5Teb4+ZRl8+xjYSiwmIsc4yzyHHWe22KRfaNZ+fFqbF6+44p1atwVg3GfjsC0obNxZFf8Fesmn08py+YJgmDHilLEd63g25zXG7OXK8xhvB2eYSETAU8DLwbcE3gRrq0LADlWNv3ITzYgW2+EIAhljzxHnUcW2WVAckKq0+YdR3bF4+jfV15kC4JQPthKYUtoq+Avh+vNX4/VhN8oTijzzukuAIAnK61TsqZ3n0DghSyYwwzYvLmwud3KtAaqvPfB4k3xBEG4duQ56jy37SL7SlvO12o24DATKc4x8WrPKZQ/cl+Y8swsqqWk75+z5yurNkrGx6I8OflpuLi6YcZUijv88oFO6rNXXiHTD11X3o521ZEJxa9d2Omr60Z2yDP9S45o5kB2hvy1+SwAwOvnuyjZoel1AAD1Jp5TMj89a61reJMdyIddOL71Isws0v7/60ROfHW+1SgvDKzljpyxBwDQfTtn3fv4c8qCpw9kE5LkOLrfE89zdsJcP97qNnxADuuDu7IjZsBuuk7GUY4J7pZHToc2TUbD7ALOrKjzIQ29zo1NUT7uSOYW+18MU7L29Snm87Y8jSmBUWMbY4+N9vzujUr0ZgLdO7/f2LRB50umOlvX1FEymz2UdaWGPPZHjnAfmnrR9y0xm02H3Oz3/Vw7HrP535IT6PeP81zosonnQpQrjd+lOHaWLGhCJiZep3l+fP3mu3Q9CzsxNlnF92tNAsUCrzQlW8mO16H7lVmT29O8D5kebTzLf2R9dyfHFn8knMxods67Q8nCfien3MNPcnvCjtM5N7Rhk5aqv/G1N48mB813W/+sZI3daCyzNPHaB/hT/GsfXx5Hq2bV9dNQCogwunVfFlqoHf5BfD9GziGzmyo7eEwm/8WOs0Onk+mRwZvNf7r57gYAPPrnUCWrPZPmlDUjA1Ybm/CUFnmOOs9tu8gWBEH4L2JLKAiCcG3Ic9R5bulFtqFGVRgMppIr/ofr5fSmJbX3HSVXukYuDm+myiWFB7wSkgWRuVXH4nq1+2q00jcS0cAU5dNXP4SXtx4j+pIGcsiW5eqzievJwctjHzsILveuCwD49ru2SubZiP1IvhlGTlo9N7HD3gPTJwAAWvTbpWRZj5BD49r/tVSyJU9wNJC369qd/L7ltursSvb0ix74v+7kbJ5d0xcA8NtC1gLXm8sh3PoEkyb703vZOa/LD5sAAFsvRCvZydMUSvCv7zn7nl8Ka5tP3U8axnrVzyhZot1kJXc899/bnezGp0T9pmQPbh2myvlT7K/ddA57F/U9OQPaHuX32bqXyGHTEMCa2nfuYa/MI2Ponuh1rIEdF7oaAND9Q9YmT21K4zjvPo3T/VnS3k7a/YcS9TvM92vbbrp27CR22Ju2krTWhizeJSjworb9rzU7flqm8qLqbGvSTL/w2GIlc2jjX+3PzrTD7Vkbj3Oz8WPz2ap8zkz3eNsEHp/qr9E4nnye7fR3JZGWPP2cJgPpnTx+uYH0nXZlpTRS76KIX69354n2xfc0zvl1o5Xs+AA2ZcI4Ok8903kl6jaT5nj4eg7Xl9uS6qXdxQ6Sy4ayY+iWXHLkPDCeNeaBu2j85rzM4QMn9iNtdF40Z8l85uAjqhy6gzrkMpe9jcd3pfvpF6BZ5FpoPodvcEdepgHgr0SpkOeo89zSi2xBEITSIPFdBUEQrg15jjqPLLIFQagwiAZGEATh2pDnqPPc9ovs4rbNb4QJgN+Sfy4bF7usuBYTES23kllEeXOrjkVJGSjL85raa5R0veKOKY6yip0tL4eiTOj6IFz+n72rDqtq+aKL7pA2ELAxscVuzCe2PrsDE5/57Hi2Ync+uwsLuwvjmdiKkop0w/39sWH25SfKBeU9lVnfx+e4z9xz5syZO2funrXXVtcBctP/58/ibWjHQxRA96ZvMWFbV5K0mKNKMN1hVWBtUR7aibapCz/noLr3Hej59bc8J2yuubwBAEtH8p51Mb3PNbFvTqggyrrqFOyVaKyGp3+StnJSOD0nNT0OmgyJY3rLgpGkJ/y7p6ewHaxA2/QBo3mbvnETorLcuMY6xjEWvNVedAXRACbtZjrNiT9IR3ntnWrCZjqeNJpbug8TNttTTDsJs6N+Cy3NNIc3bYmyMO0sp+Ab6kPPwWQk9+PbrgVF2fM3ChZ8mcgZDUOSKCCvYoE3wnY3iu5VLZqDV5+NoSDIPvc4uM5xLlMf2h6/BgDYV5KpMy8jiIKh84m/F5qVUmgyiXwvRQcxZeHJVBo3Hh5thc1mGwUnhrbiZzRnwioAQK+r3YTt90WcbRMpjJhYC6Z+RBSgsro6B5ga69I9OpZ9ImwNDvF5bP+hdsYb8XNVT6TzjD/E43753xQs6VGRqUz6h5gmU7wdXVOjIbcnujQFHa5wWyZsbe5SkKzaCxNha71kpCjHpVCBdnRcLGyTx9H3obvZMGHTHEOZVzWOcBDsx/fcHtN/UgJdrZWyp06jjJBRyUyxmZ9MFKtlueciIiIZO5A1yHlUdfzyi2wJCQmJVMiXg4SEhMS3Qc6jqkMusv8lhPh/wuYpu2SiGQmJ/xDy5fBz43VPc2hGJmPXxwoZV5aQkMgWyHlUdeSoRXZGW87pHf//FOpZRUhAKP6esjtDBZCfQc3iZ2hjViDvK/PIyvmUP6MqfUWZVqJIigOeZfCBL0AB1QNxFBlX+SXwpk1eaOjoIq4UKRQUHcF6009Hkj6xfgDXH9WZUju/r8nb/ZpKWZ2bLr0EADgzv6qw5W7B9IVU7A2huTV8tq2wmU9kZYZZQ7rStV+wY+L3fKTgEFI7EUiperAxbbV3WuYu6j2OYRoEmhHXYN4dVtdIWkZ0gaLLON35KR2iiSwdzbrK0/9gBQz/8UT5+H0rp0NPHSTnurFiRMvllLraRos1rROuWonyztFUt9Fhbu/oM0RBGdV7gLDF21LGyldLmQ5RIS+nOe82mWgQFleDhS0uL9ESCs1idZU7zvScFCWZslBgPyll+AeZCtujUYaivNGdhLSXLWcaQ8tt1F7rx0x9CVGk0Bf0WJ85rDqnPjd4S5SGpEZKzqUd9P37oKT6MbNTZwDAoR3Lha39A6Z5mD6na+5zny9sTa4RLalgb6bTqJmSHvW9hXmFTSOGqSGLFnsAAIYO5tTwvo2oPeq5eBB7VKCx6zO5qLAV68p0mtfd6fwtlo8SNtsHKbrTNfhWF5YkVRXdeaxJ3ekK66wX+/MDAGDKmjbCFlGfVHIUSquzbWXWAwCGzewvbJbbXojyzAdnAAB2mvxsOrSm72l4IQNh2z2Txl6LO32QFB0HYA6yAjmPqo4ctciWkJDI2ZAeGAkJCYlvg5xHVccvtchW1UP2Jc9eel65b/Vg/z8yCk7MSobK7xUUpip+JS+vMuR9fRvSG4dfs2WE7Gi3fDl8jvld18HASAMjZpPnK9ncVByzvkVe4BglrV2NCPL4acSzJzuxOgcsRieTB9bMiwPgTAeQJ29UW84+p/GRPLT64VyvlOF7UT7XiryIDjvYA2vRzhcAEH8iv7DZNqY26oSyz2xHY9YYbrE7xQN7kl932mEUAFdkJWdG1I4yBwAsfc+BmDof4kVZ3Yu8tnfGeghbiWMp2uJdhwib9W0at02v8Y5Ak7mPRbn9A/KOF9rGntPuatT3uTmGEXofySsZmsABbkE1WODZQp8CCOMqFBa2cWs2AgDmteRAw9lPyNZ+PQcx2h+gQLqIctwGbV8OkPt9/kEAQOd57E0ucJ2eV1hh9oy6dyUN7vUvXIUtUZe/N/P7rwEAbP9QRdjOTy0OAMh7lp+XWhKVLTVY81u9Cnu/TbaT592tNXtyD+xZCQB4doOD/Va6UiZPg+08ZvKd5/HldpOek38bDtS0PpkSwNuFdzVKnKGyosZ9YZv6gDXFey4aBgAweseeY/0brwEArkvYu62WcouR+fm+alV+KMrei2jHJfItZ4QsuJfG3O7+HEDpupWeg/UU3lIy6s/3nYqh7xqJ8rPO9P10XMge+IFtaacksrM+kmNikVXIeVR1/FKLbAkJCYmvQb4cJCQkJL4Nch5VHXKRLSEhkWMgXw4SEhIS3wY5j6qOX2qR/V9uQ2cHUoMkrc8Ff3YsvXv9VQP3JH4OpDfmMrJlVrc7yec5khQJGVf8AhQKNShUnPRVrfez40xEcegotGDQmraiFXc4AM7wDdETwvNzmmr/WsRp0Avi7f5PPrzdfepGJQCAxd8ckBY7hba2rTx46z6sAW1Xt/R+LWyrF7QQZa26dG3dO77CFvcXpTGP7Mya2M4baCs9/yMOvvvtwHC+QRu6jm7fj8Kk3YLKnhfLC5t9KWpv6G4OmlNjeXDkOfQWAFCyOAfNVXaiCNzrXQsIW9Gr1LYFt+sL2459TUT5Qwsav0d3LhG2zoXqAgDejOX2JBgRxSDvNqZxvN7mKMpWJkShMGjzVNh6e/UCABS5f1PYxr1uCQDo0+64sJ2oRZQN3XPMT7nVz4PL8UT5MX/IlAL/6jQGlg9eKmxdD1HwoZkhf1csr3E/D95OQX7/9OQAyuLXSKPbYRQHZ15/aw8A+ONdY2EzVKJ8vG1HVJ3IIvzdH9GkOx1rzrSJ5ClE8zDfymPzdQ/WFo+1pj4dVYn74vAECnh9XoIDcPfpU/pyKx6O+H1LaVHWrU1UFuOuTG/KfZLOnTSEA1WD/qT2Fm3/WtheuPB5FEVoCWagNNWE2+kCAPoO5zE84i+i7yxd6ypsS88uEOWWB4YBAAzfMK1r35CFAIBWCg7ULVeO5t4/LR4gJjIRSiG8mYKcR1XHL7XIlpCQkPgaZDpgCQkJiW+DnEdVxy+7yP43PLmp8n7AtwVIKnvzAmtbirIIksxEBj0JiZ8d2fndlducn8NzvzM0dHRh7U0BVxrBLD33dAB5da28OXDL6CV5UN/XZu91gd0c+DhhL2WE7L7bTdgqT6bAv5Dm7Gl7Op08env92JtqdYCffWQDkjJTM2LPum8f8gzqaXJ7XJuT1/Z5XZ47izTmgMVXKVkZw86zh/rjAmsAgP0+DoD7+IqC0Cr3uiNsJ++X4OsMobbtNNsjbOU3krcx7x1uj89yut7D2ixHNzjFUw0AvxlSINrkALa9HUUe7Lt9OGCz2EkK8kvS5td0XQfWrvR6Rm526908TvOso3KPJ6+F7VokBU5u83ARtgjaEID1P3z/FVYNE+XKTSng73Ufvq+kUKrb9eBAYSv6F8nIJRRnyUSfcRwYqUik59CwP4+F88soU2XXnuxHvbNxBQCgZX6WuN34iuX6XFdTlsRN9dYIW48I6p9DrbjeiuDaAIAXzxyELagcZ0nM9YD6xyOMXdQbz9OOwtgXrYQtKsWTn2sWj2uTZ9aibFo3EACQ92yksF3wp3ez5SslvcuTFJSqbsn1fFtwn16pTxJ6Z2JY9tDzA30vquXi78Ks0xTQaV0/UNj6jR0myrv+op2CCWV496RLTQqw1bTiHZ67vvScIkbkRmJiLIBryArkPKo61DOuIiEhIfFrIHWbU9U/CQkJCYm0yM55dPLkyVBTU0vzV6wY87ZiY2Ph5uYGc3NzGBoaonXr1ggMDExzjrdv36Jp06bQ19eHlZUVRo4cicTExDR1zp07h3LlykFHRweFChXCxo0bP2vLsmXLYG9vD11dXVSuXBk3btzI1L0AcpEtISGRg5DqgVH1T0JCQkIiLbJ7Hi1RogT8/f3F36VLl8Sx4cOH4/Dhw9i9ezfOnz8PPz8/tGrFuxBJSUlo2rQp4uPjceXKFWzatAkbN27ExIkTRZ1Xr16hadOmqFOnDu7evYthw4ahd+/eOHHihKizc+dOuLu7Y9KkSbh9+zbKlCkDFxcXBAXxTp8qUFMoFD9dQp7w8HCYmJigXuHh0NTQUVk7+t/Wk84ou2N6+BJ15P+RXjCkMmTgo8SvikRFAs7hIMLCwmBsbJzxB8BzRvm9w6FpoJPxBwAkRsXBu/XCTF3nZ0Jqn+y+Wwz6RhqYNrY7ACCwCr8Ui8wkeoKTF883t/vQdnbkdNZs9gs0FWWdVxS4VaIeB+TFdKDt9yAX3ha3vErZ7nyb8zxXpx0H7N2bQgFpBpeYIvF0Wcrn/XT5Mylaxu96ceDack/O2ti7B9ESFJp8X4fWU/De0WimAAQm0D3s8OXgQ793TGVRiybaRb7T/MoMLktUjg4tz/F54mmsnD3MutQOHpyp8eWIkgAAO08OkPvgRJQYQz/WXU4cRP3jr9S3igT2i5nepT6NrsFUBN0rdJ58hzggr4nnbQCAx13W/y70FwU09t53VNgM1DmY9K8R3QAAvk34Xrc3IF3qTgeY+pGqA60dyu1q6MrevkeDiW4TUIUpJDU7egMATr8ugv+HwUmmBn0qwdfWf0/n1/3AtpC6dA8GRhycGRVJ46JzKW7DrSY85jZc2w0AqHKadc2LLEr5vJLLUS2FbvPOrYywjey5S5Sn3CL6hpUnzyXR1nQCk1dKFKSulJbU4BDPH3G5eBzm9SRqyV8ntwtb26ukme7swEHC185SPybl53sttJivE1qM+k3vA9ssxpJOe6R7br6xu6QLr3/aBAlR8TjaaN0PN49OnjwZBw4cwN27dz87FhYWBktLS2zbtg1t2lCWzCdPnsDR0RFXr15FlSpVcOzYMTRr1gx+fn6wtqbv98qVKzF69GgEBwdDW1sbo0ePhqenJx484O9lhw4dEBoaiuPHKSi2cuXKqFixIpYupbkiOTkZtra2GDx4MMaMGaPSvQPSky0hIZGDoMiE90XSRSQkJCQ+R1bm0fDw8DR/cXFxXzz/s2fPkCdPHhQoUACdOnXC27ek7OPt7Y2EhATUr8/c82LFiiF//vy4epUcmVevXkWpUqXEAhsAXFxcEB4ejocPH4o6yudIrZN6jvj4eHh7e6epo66ujvr164s6quKXDXxMD9np3U1PPi8j73Wqp/tL9VK91el5tL9FBk1CIqdCAUDVvbufbosvi1j4RwdoaurCbiJ5noMuMv9RkYfmnmpGl4VNZx15y/72qilsBoHsr8l7ioLF7hpwJsIicXTuigM4qHDC5FMAgGYzRgrb2yj2HIf0JA9tmD3L1hUZSC/JmMp8btSgf3yncmZEvyTORqmWTE9y33qWnrsSSx61Mcc7CNuQerRVbDKcz9Nz3xFRnn7+N7qOUuBa/RL3AAA3XNiL3uQMSdNN7nNa2BoF/SHKmqWof2JvsXdXL4TOafiIt6JNjKieySAeiU8G88LB4h4FtMU1Z4/44ZGrAAC1EzhT4/xTFEBqd5TbrZZAffsghgMWdzxlD75tMC2A9C3YMzq+J2Xr1GjIPz7rN6DneWtpWWELimW5R/WbFPC6fdt5Yeu4JCV74SOW43vbhMZPnvbsgZ/nwH1/ONQJALDPm9vYqRSJDbyPNRW2V1Np7OaeFypsz+bzZ1o+7AIAUFPKLBmTl55Dm9lMFTg0kIJS1Tl+Fq0M34nyPUd67nol+R623q4MAIhw4udVdCpd58BRljB0LVJblOtcJ0/2uIos8Zi/DI2/Z3/we984xakdoeAdnEg7vodoG3omseZawjYhD2Wo3LS4mrAFVqOdknu3CiI5NusZH7Myj9ra2qaxT5o0CZMnT/6sfuXKlbFx40YULVoU/v7+mDJlCmrUqIEHDx4gICAA2traMDU1TfMZa2trBARQXwYEBKRZYKceTz32tTrh4eGIiYnBp0+fkJSUlG6dJ0+eqHbjKchRi2wJCYmcjWSoQU1KT0lISEhkGVmZR319fdPQRXR00qebNG7MWumlS5dG5cqVYWdnh127dkFPT+8bWv3fQNJFJCQkcgykuoiEhITEtyEr86ixsXGavy8tsv8fpqamKFKkCJ4/fw4bGxvEx8cjNDQ0TZ3AwEDY2NCOjY2NzWdqI6n/z6iOsbEx9PT0YGFhAQ0NjXTrpJ5DVfzUnuykZy+hpqaV/rF/OfDvW673JbpHKk1EOcgx1aYcVJlREKSEhAQhWaEGtWzUd33//j1Gjx6NY8eOITo6GoUKFcKGDRtQoUKFjD/8H+F9hySo6ydBdyC9PHQmhYtjo/dTsFcZbQ6uG3OfIvmvtGd94gbzmPJRaDXNhWq1+fWy9YkXAKD8fs5id+eaEwCg3dhTwrbySm1RLuv4muqV4GC4sL+KAgBsHDir4OnHRBHwqsMa0yNetxbl4GFEq2jyoJOwxRxM2QYuxnveWxaQB6397pPCtvY1b7XbHaa66nH8Gd+LRKf40IUzPm57S/SDhSEcaFh48z1R/tCMKBp6x+8KW1JVCmwLXsLvsxen6b7s33gLW4eaL0T59kbS465s+VrYOpZsBABwOn5f2O5spXohxZgG47bwCgAgLIk9g3HRfO04M3p25pt5IVR78QUAgOfM2sLWqQOd5/nTosIW6qq0rDhB76uRTboJk0U+4mBEW3I9xxkUpPehAffjgWEcOKoBokY4l+D3bCo9w/q00vVSJLEPVeEsj4Xysk50cBV67mpKQZVxpvTv7nd8vcCBRKvQY1ELtG3aQ5Q77qTxnKDgaxvfp0BU1+5MjTnsTJSqFj6ufJ5b/Dz/OkH2Zdc2CNusodQHJc1Yb/uuKz07xT/mwqYbwlQer4Wk9b0ghLNJDr/fDgCgpcHBtHnP0nc79xIFEhMUeIusIbvnUWVERkbixYsX6NKlC8qXLw8tLS2cPn0arVvTd9zHxwdv376FszOtiZydnTFjxgwEBQXBysoKAODl5QVjY2MUL15c1Dl69Gia63h5eYlzaGtro3z58jh9+jRcXV3pPpKTcfr0aQwaNChT7f+pF9kSEhISmYFCkQkuYSZJ2Z8+fUK1atVQp04dHDt2DJaWlnj27Bly5cqV8YclJCQkfhJk5zz6xx9/oHnz5rCzs4Ofnx8mTZoEDQ0NdOzYESYmJujVqxfc3d1hZmYGY2NjDB48GM7OzqhSpQoAoGHDhihevDi6dOmCOXPmICAgAOPHj4ebm5vwnvfv3x9Lly7FqFGj0LNnT5w5cwa7du2Cp6enaIe7uzu6deuGChUqoFKlSvDw8EBUVBR69OiRbru/BLnIlpCQyDHIDA0ks3SR2bNnw9bWFhs2sFfKwcHhK5+QkJCQ+PmQnfPou3fv0LFjR3z8+BGWlpaoXr06rl27BktL2hVZuHAh1NXV0bp1a8TFxcHFxQXLl3N2VQ0NDRw5cgQDBgyAs7MzDAwM0K1bN0ydOlXUcXBwgKenJ4YPH45FixYhX758WLt2LVxcOCtq+/btERwcjIkTJyIgIABOTk44fvz4Z8GQGeGn1smujRbQ/AJd5Hvje6VQV0Z66iLpUUe+ppcNMF1EamNL5AR8i0624/bR0NBXjQuYFB2Hxx1npxuwkx6fsHjx4nBxccG7d+9w/vx55M2bFwMHDkSfPn1Uu7F/Gal9UnQb9Yn+fhMAgOeMeaJOzZR01hbV/YUtdhvRSoy6sBLE+yucsjxJO+VffVY/0Iym8B9LJ+Y4Bt6nl1XJSqwHHD/QVJRHHSJN47ORrC7y9zmSEilYkq8d6EmqBVa3WS1B8zLr377dTnrME0uxl8rrE9Ezzl0pKWy5r9Cr0PAFU2MCqpuIsnoCHbe6yXQan76kYtLH+YKw7dhENJHcC3hefzmziig7OhM1IqFZlLA9WUxtLGrHFAGNTrTNH1WWVRnU45X6NIaOP+uiLWzmt4hWYNXpjbDZGnwCADyYx5rPZUbeBQAce8Bp45VhfJfG97RBG4UtOJG+A7udWHc6ti7RE7osOCxsq2a3FOUKbnc+u87oyqRDvH1UU2HTDiUKiWYEy7q9bGMqynkuEzVi5vKVwtZ/4WAAQJiSwgc06Rk1Ls3P/9wbfqfGRtJ9VSr8StgcDanPLwRzPe0WREfy68t9NteNU7p7tCDK1IeKrIYTYUeLyZ5tWaXkVCCN3VfX+RmaOTG9M+w60Rn0gngZZvqM+uK1Eu1GkXJf95uxSkntyUy9stxC/bzj+Vlu40dSVTk+m1WAtKJo/PhX1UBybCxeT/zzX5tHf9V8AxlBBj5KSEjkGGQlU5mtrS1MTEzE38yZM9M998uXL7FixQoULlwYJ06cwIABAzBkyBBs2rTp37xFCQkJiWyFzJyrOiRdREV8L++1MtLTx1ZV/zrNZ6VOtoSESsgKl1BV6ank5GRUqFABf/31FwCgbNmyePDgAVauXIlu3bql+5kfAXpHjKGhrSsEbTvZsecrdiF5vqYX3i9s3cv1BwAYzrEStlwW3Km2AylD4/h87Dme/o68liZa7G2O8yFPtnF1DkwLWsKvpJkdKVAxrDDrSXv9RV72QU17C1vkH+T9jDPj51JmOms1dzO5DgCYePs3YXNIua+iTx4J2yt38mpbDWGtarWd7Mk+/iddu8Vo1qB22E1e1IQqHFSY6pUMGsDB6epJ3D8Pve2pME2YYHmOFiJvmzN/386a2th6LgdiKgcqbrhH5ze9yn2m35Z2HPz22Qvb47J56F6asuhz+E4K8js1eI6w9RjiLsoasVR30iPus6iH1LY8dTngzmESaQa3N3otbE6TOAC1p8cwAMD1P+YK2/Eo8oQvWrJE2D4m047AyHl9hS0+L3uok4aTZ1lfnW2GTckD7WLNOyEPWtG5rzblIMZzo/narYfSPd6oxzrrgYcpSFLnFGu4h7WhnWvr67zb0N+hpyhjFLVjQdW/hcn9CgUaHh9aW9i6LTsIANixifWtE07w2EQ+esZRudnfuWYd9V/j7RxMrFcsFADQpkUvYQt15++S5TV7AMCDeP4OnB9B4yOYFfFg/JzGaaGtn5CYFIfXyBqyk5P9q0F6siUkJHIM6OWgqvQUfUZV6ancuXOL6PVUODo6imxlEhISEr8CsjKP5lRIT7aEhESOQXYG7FSrVg0+Pj5pbE+fPoWdnd0XPiEhISHx8yE759FfDXKRnQ1IDZLMiGKSSgdRpogo618LSohS4KPQxE4njXt6qd0lJCQYCqieLj2zDpjhw4ejatWq+Ouvv9CuXTvcuHEDq1evxurVqzN5pn8X4QUBdV3A9hTRLhJrO4lj+R1pS35qT94qL+ZHc9DLThxlX3D1a1H2rkBb8Ua2TCtI5WXOy8ua2NfH3AAAGKhzsFufDaxBazKFgiTPlFonbK1ciaqiBj53SQcKgoxfxvOkUX0+55qTFIhYrDwHA/o72QMAPnXjoEqFDlEk3q3nedSgAwciNr1H0l3Jhrxo+FSMgg6NNHjr/mNKWu18p7iNBkG8aTzkrx0AgPUdmwlbl20UDLhgfjths1xBKeSPuXJa8Ip7+Eec/UY6p847prdotifqTcM+Z7iNCUTF2PcPpz633UjnsR7GS4AYc6a8GL+hoMptZdYL2w77igCA/C1Zo7yzsS8AoIUP65LPKbBXlJNTNn1qbOK08l5dib7Rt0BtYYtuRvSO5lM4gDS/Nl9n/jYKNBzdirXH/VcRlee3IreF7XpxamOHfl7CVnUHX9vEgv61P8i0k3e1STxh5uKnwrayF2mLJxixsEKh7fyMn/WlfpuwqquwFb5A6e2fddUXtk1uLQAA7ztxcGqcBetWL2ywhe7rdithG9h+IADAoByPM5vJFKjp34dpMEZXRBF6yynl+9qgWsKmc4VS2he5yxSjvJ50D2cLlaK06uOQJWTnPPqrIVvoIu/fv0fnzp1hbm4OPT09lCpVCrdu8YJToVBg4sSJyJ07N/T09FC/fn08e/YsO5oiISEhIZCdGR8rVqyI/fv3Y/v27ShZsiSmTZsGDw8PdOrUKeMPS0hISPwkkJlzVcd3l/D79OkTypYtizp16mDAgAEiIUPBggVRsCAFGMyePRszZ87Epk2b4ODggAkTJuD+/ft49OgRdHV1M7jCfyPhlxWo6lmWHmgJCdXxLRJ+BTaNg4Z+xnMMACRFx+Jlt79+Wemp1D4pPOIvaOjoIjWmTO/D568Ei+sfRPlDJXIHmm3jzHXLnrPn9PcJFLBlfp2lyl7+TkGS7V05G97jCJICfHiUswUe68+BeKHJ5C3sOY2lynL9Th67XDrRwnb7LcmjFcnNHt0PG5miE56S/C/ORsmzbEGf19fhYEDt9STHZjaEPd7PznAGQrtDYQCAN79xMGSpBuQR/jjJXtiStVI8zMHcxhX7Vony4FdtAQDqatzPfptJTz2+eSi3x9MUABBalOvVqcGZHE8/oX7TfM8xAokmFEin0ODP3G1GgXQVL/UTNtvV9N6MyM8eVo323H/BITTe1d7zd8X2JPVV0ED26EZH0LULrWZpwWe9lDbIU+6xyCr2HIdNpH6JP8Q7DwoNWohpKGXTDFeK569Rm+77hn9+YYv8RB5jU3OWXAwPJ69t0Vnc9/0PsLzg7D/J89x20nFhW36QIgN1P/BicN5Akuub/oJ3G3x9Odti8Rk0tnde3ClspY7TLkwhB5apjFlBQaeJOnxu3RD2ZH8qSs9hSL99wqalRuN01t+8q6EfSP0SUoN3aDbW4F2G6Z0psLrVWt4pWj+HglZ/c2dZv9OjSAKzzYLjiIlMxOiKF+U8ms347nSRjBIyKBQKeHh4YPz48WjRgrZSNm/eDGtraxw4cAAdOnT43k2SkJCQIGTGs5LDPTASEhIS6ULOoyrju9NFDh06hAoVKqBt27awsrJC2bJlsWYNi7i/evUKAQEBqF+/vrCZmJigcuXKuHr1c0k7CQkJie+FVOkpVf8kJCQkJNJCzqOq47t7slMTMri7u2PcuHG4efMmhgwZAm1tbXTr1g0BARRI8v+pKa2trcWx/0dcXBzi4nibJDw8PN16PxpUpX4oZ3S0kHQRCYlsQ06Oiv/SPGoQoICGtgJVB98EABw+z9ltzYqEAAC0e/CcG3mS5qvwCRyQ1687Z05MSGF/+PS3EDb7w3Tdxl3+EbYdh0iP2ziA38I7wznD3prDDQEAWlb8HKz60Svr9hSmDeQyIS3jIsZMd1gydZco9+k1FADQchFvpYckkva2XxxTPx72oW38t3uYIpKQn9vmX5PqFqzD2QJv+tAubVel7I59cpEud58mrOU91Z/Fip9dtAcAjGhzUNjmFaLz6J9mnexPJYiCkazH9IL33fOIcv4CFKj4pikfn1KXaAev4ljDvOE40oZOrMSUjj4rqH+8o+yF7dhODrov3oS0pxNn8Pb+5hO0O135PAenFh1IdJm4ahxAqvOOKZzx5inXvM7BiSbNyLeXVOtz6oB/FaYgJBryfb2MIKqGhSHrVuscpecxwP2csO3oT/1cZyfHgJ0MLSXKdcZdBgCc+J3vNXE40WB0SkcI24K2RNUwfO3H1xuWW5QVWjQOnS70F7ZiS6htkQX4GWnFpPY5+zM1RjCdJLc63aNy8K9+Sjm+OOvH64QSDWZbDXZYTujKmtkVl1H/Xgpl/W/Tp0SZudqcbe9Tvj9HyuVFooKpUplFTp5HM4vv7slOTk5GuXLl8Ndff6Fs2bLo27cv+vTpg5UrV2b84S9g5syZaTKu2draZvwhCQkJif+HQi1zf78Q5DwqISHxXZCD59HM4rt7sr+UkGHvXpL1sbGhYJfAwEDkzs2/DAMDA+Hk5JTuOceOHQt3d85GFR4e/ku8IFIDHtPL/Kh8PD2PeLpSf19Aat2M6v2XMLMxRdN+DeC5ygshAaH/dXMkflHk5ExlX5pHP1RMgrpeEkLiKZCs2Bz21KbGxQ++clrYCvSluXxQVQ7MCqml5FluQ5J6+bTYU/YiiLzDf/bhjH4H1s0HAHSdwhkUq+orqUw1p3/W73ERpjdt6Z2hrs4ezYjb5OW8f54z6V1cxgmAdP+kLIiWmuyNr6hHntoxgSw9Z5DaXj/2oHbsywGda44TxdF3P8cYbRhCzqMxk/i+druSVF4+Y5bEezGTPb36PT8BAFYtbCFs5hHUz9VHXhO2A6eq0L3G8WvaYj17QX2nmAIAio18KGz2Az9CJzIR0SfMsCd/dfrMW7p/tQ58nvHedO1+pS8KW0wp9pymSi6+nMxBle16DAEAaNbhYMmESrRtoT3GX9isEvh45H5638cctxe2oGv0DM0es2fdacRdOraDJep+r84adXeapwSyaipl1vxI9z27YEthMx9Duxk3Q/l6Fjo8VnacrgYAyKUkj2eZMrRjLXjn5WVbeh6Jefn+bXdz4KziPe26q7/lHYN+e/YAAFaVY6nE0imyfp47qwrbkLzsZd/TswEAYFw/lvBTJFLb8uQLETY0p6Db8GT29Mebcj8HxtGuwJP1PM7sZ9N3KbJOqLAV2E31EisUQ2JiLJDFJUFOnkczi+/uyc4oIYODgwNsbGxw+jRP2uHh4bh+/TqcnZ2RHnR0dD7Luibxa8Esdy50ndQOZrlzZVxZQiKrUGTy7xeCnEd/fZTf9BbOy1+h7btL/3VTJH5l5OB5NLP47p7sjBIyqKmpYdiwYZg+fToKFy4sJPzy5MkDV1fX790cCQkJCQHJJZSQkJD4Nsh5VHV890V2akKGsWPHYurUqXBwcPgsIcOoUaMQFRWFvn37IjQ0FNWrV8fx48dV0sj+r5CaxRHIOJOjqkgNeFQOAVWmhnwtcDIz1I8fmSYiIfGvI4d7Vv4fRae9gqa6NlpdpeCpiSubi2NzSlIgXb8DfYSt4B8U2Lfj7R5h80viF+nIxqRFrL+W9YuTUqb2CHembDQ5OxgAYMW78CijzRSTGc4kcG1vydvm6lFEaYitxw/xVTxRCN424K19Jx1fUZ7v2QYAMF3TXthm9yaN4epWL4TNWova1mMR31fbInVFOXk20RusbnMbpw6gTJjH1i0Qtkpbif7ysjW3MUmfqRE6cRQY6HDlk7DF5CeqywGvKsKmlsJaSTBj+srNExxgau9H/RLcsbSwRe/bByPEIVlTDR9LUKdbh1GQZ2AAZ/6bXm0/AODv3xsJW4E5rIW+sSD1wXQjziBYYzllRFw0imV2i88l/eqnzvz8A6ZxQGyiMwXx5ZptJmy6Kbewd848YetdoyMAoPbem8K283h1UU6aRn2u/Yafcf7jpgCABHMeQOMLewIAlio57G66FRRly3+onalZOQFALeXR7GnlIWwjXpCW+cunNsIWVI6XS/a+RI+ydGL6Ti1doqqMHc6Blv4pUtaK2mHC1tnotSjP7E1jweg+Uz+i8lGDEpKYGmM2ie5773JehwR2ZXrP3rwnAABVivH4+DSJ2ANvp3PgY6EtNOYmb/4bURHJuMBDJ/OQ86hKyJa06s2aNUOzZs2+eFxNTQ1Tp07F1KlTs+PyEhISEulCemAkJCQkvg1yHlUd2bLIlpCQkPghkRmOoPTUSEhISHwOOY+qDLnIVhHfiyKijFQaR1IG9SQkJL4X1FL+VK376+P58EJQ19XFyJuk2JR/HW9TD+3bHgCgFcYx8n4jKEDdL4nVH9quY4UQCw9SmghfyNvUu+YRneKv90243nDaFg8vzaoOHiFOohxXgtqTdwYrjnzsaAoAeHctr7BZP6S3eERbpqK0Oj9QlC8PoVTt3Z8xzWHUPVIV6ViYU8Pv9CWaw7K93MaE6bxC0LSg7fmXfbkv7tdZDgDwT2I6SFIeokioBzK1we4InydRl1RcOu9lWsrfnUjfueAeHnMxNkTvGLFgi7Ctql9PlLU2E4VCYy0Hi6emak/WACJtqRzfiPSkrc5yG7YsIFWLZ71YkaVwE6YnVlw6DADgOOejsFnsJfpPz1kHhG3KRVIpUZ/NY6Zm1QeiHJFAfeCbl8dCart61esqbM/ciDQZO5rVOgqG8vOMtiXKi24gK4Ws3bkMAHAmmnXNl7Sl51pzG7+vtT6xGkziaNKOLjWAn9edTUTvGD6A9b+jrWhpZNORtdcH1D0vysur1AYAhNxlsmdzdAYAJOtwP3fsS9rs6x6wusg/8dxXTUsT3SaoqKGwrbE/AgAot2u4sOn/RWomZ18UEbbCY5hGte6IEwCgdCWmP70qTKo7BaczvSl8HpV7XO+B5OhYADOQNch5VFXIRbaEhETOgfTASEhISHwb5DyqMuQiW+KHwArvOf91EyRyAuTL4TOoJdHfyWpLAQAN3o8Ux+xXUidoTngjbP7hJP3nnhIcBgC/t2U96QcRlPEu/B/2+LY4ShrLhbdwZrsXE+h40WlKAXf3WcbVaCh5LXVcOSA+fBO9svTjOGhQ8dgUAGDnzhn7nkznQLKG3qRhndeEg8/in9E9dK3IHs9bnyhQTO0ueznjerG30HwseSB9+nCWSKctlE3SSikATpFA96Vpx4GfOp73RTlwMnk1T4SUELZYS/Jav2nLg87UnDy580Z2FjbfP5UG5UPyEGo3Y++u5WkTAJEw1IvFkOZHAQBNDElPekAHN26jHgXcFd7CfRbUkzWqNVNu2/UQ63bPO0hea4d9fF/5rakNJn+8FrZzj4qKcsHN1JexTuzNzHc2AQBQZAdrmb94Tp5c7ctPhW3383Oi3Ggo9XNoEX1h6/qE+iU6gTNMmmnQdTY84HGkzAm2bEae9a15OVC1noI82a/bKAVDxlK7Hd14n3nrGg5K3VNyIwDgt0TOuuj3jIQMCo/nPluvIG31cnVY1niqUx1RfrqCgjL17nFQahU96r9CJ7ifR7U4DAD4M5E1wXNt52e3ZyFdx/QpB0OG9aFxGDeaPdl2o+h78XF8MhQaPM4zDTmPqgy5yJbIdpjZmKqsf124nEOGdUL8P8mENRJZQ2YykOXwgB2JHwvtn11Am5EXlCw0PtXUlVYxIbQwNwqMQ886pJWtq0aL2u0hc7meAthn44y91rxwlJBQGXIeVRlykS2R7WjarwG6TmqXcUUA7msGZFhn85Rd+HvK7m9tlkQOhMxUJvGzwiAxFrmVeMoZwSgwLs3/LZH2s/pJaY9LSKgKOY+qDrnIlsh2eK7ywtVDXw8cLVzOAe5rBmBBnxV4dvvVV+uG+H/66nEJiS9CbnN+Bruj0dDUTIZr4CgAgB7vvkPj/D0AQIE5bNToRFvoQy9y1t4p43jbPPdgCqBTi44VNotbRLWwmMsUgX12xwAApeI54Exfl7e7NVO2s9W0mfoRl0ivLDtTngMeNCU6SVihfMJW7E/Wyf5YnYIkfeox1cC5xhMAQPvRfwhbSswgps1dI2xHQ8vwdXSJ3jGojpewnQyiNNb+h+yEze4ZeY61QznArfRt9uZp1CX6hktHTof+9ynqqz3LOVNjxx1Ekagw9h8AgMHWUAQ/YVqBjjX1T5KCr5MrKFqUgzUpqDFJl2gDCi0lOkSSGt6VMsasVeuFbVkQa4I/+kQBfXOO/iZs/ZqdBADsfNFQ2Az9SKM6eJW9sBV9yjSHT8VTAitr8/PSak7H8+swFSfRn56Nz0qm0JTZ4yTKbVIoGPc7ceBfnC8F9h3cuEjYej2loNUdzqeEbczL1qLcZzLtBNS4ybrvcSmbp/cbLRW233rSmIzPyzuwGqMTRLm3oh8AIPIPXkKp5SJaxtO1rBOu8Yn6/PZ5ptBMv7VNlCfsovu18uYfPEc3rwQAlE0cKmy3Y+wBAIGBTFVqnf+OKH86S3bFem7jEKtHAIATFfMIm19fJwCA5Y4kJCao4yWyCDmPqgy5yJbIdoQEhKpM73h2+xWe3/n6IltCIsuQ25wSPylOdiqBtUs5sUrd0+SZfhnD6izT6h2CTXgYgjWN0KUoJft515iOR5Rgbq7uW/rh4gJeqElIqIx/cR6dNWsWxo4di6FDh8LDwwMAEBsbixEjRmDHjh2Ii4uDi4sLli9fDmtrVnt5+/YtBgwYgLNnz8LQ0BDdunXDzJkzoanJy95z587B3d0dDx8+hK2tLcaPH4/u3bunuf6yZcswd+5cBAQEoEyZMliyZAkqVaqkcvvlIltCQiLHQE3BHktV6uYE9F55CPpGGjj2iQLA7i9g7+3cl5cBADs+8UvlZR5a6E15zpkhzd1ei/KT4BQ5tmEsD5fqzsqrFyosbQpSNkGz7uwlXzFmhSj38Ujx5CWyvy3XDPLk3uvJHj07Sl6IkL5KO1yr2aMX3pI8p7XzcfDmuQfkWcytFPsVVoA8vgN29hU2vUClgD0/+nxIooGwvbxOmf9s77MnMrACBdfZbfUTNs/9HIjn5PkYALDGvZWwheymNlprcABp4dX0+esf+HlErOaF8ts9tFCOs+DgvJX6W4FwwMIyGvu9tgIA5n+kLICXXR1FvUdjKEiv7e5hwqampCVbqArda8R7Dl716ksZGCOacj2jt/RcQ4pzP0XmNRblBCM6XiwXe63fhJJ3uH7BR8K2r5gTnSeSdxvMbPh53utD9/CsD0vdWdyha1Y96i5sjrYU3Dp8OO+OaEXwjY1xJRnHomNYZvDpSvKOt7blZ/TJjfp2kNs+YZt7v4EoW5lQsGliAHu6HceT3J9f8/zClnsn7ZjEl7IXtufNOIukw376oZRkqBSo248CVOM68K7OyQE1AQDag3hc753F7QnpQ32x2JZ3JjYGVqNzl+X2aEXS89juMR8REckoeQhZwr81j968eROrVq1C6dJpU1MOHz4cnp6e2L17N0xMTDBo0CC0atUKly/TfJWUlISmTZvCxsYGV65cgb+/P7p27QotLS389ddfAIBXr16hadOm6N+/P7Zu3YrTp0+jd+/eyJ07N1xcXAAAO3fuhLu7O1auXInKlSvDw8MDLi4u8PHxgZWVFVSBesZVJCQkJH4RKDL5JyEhISGRFv/CPBoZGYlOnTphzZo1yJWLf8yEhYVh3bp1WLBgAerWrYvy5ctjw4YNuHLlCq5dI1rRyZMn8ejRI2zZsgVOTk5o3Lgxpk2bhmXLliE+nn6orly5Eg4ODpg/fz4cHR0xaNAgtGnTBgsXLhTXWrBgAfr06YMePXqgePHiWLlyJfT19bF+/XqoCrnIlpCQyDlI3eZU9U9CQkJCIi2yMI+Gh4en+YuL+3rgrZubG5o2bYr69eunsXt7eyMhISGNvVixYsifPz+uXqUEf1evXkWpUqXS0EdcXFwQHh6Ohw8fijr/f24XFxdxjvj4eHh7e6epo66ujvr164s6qkDSRbIRGkULiXKSz/Ov1Px3ziMhkeMhA3Y+w7jT7aCup4vSpV4DAHKdfy2O5dGgrfbD26oLW17QlnxMPNM87r/mLWlDa6I+6BdiXer9ZSmYsNM4DjQMG00+ngLr+HqT97iIcsIq2kp/bsmyntPaUdDYnqAKwla+CgdTpmLX6rKibKVD7Qnsytu7/fdS9r6DpziD4vxe6wAAU//sIWwBTXkhYNCWghPbmHAQ96kyRDsJKc6vUjs3ys73qgcHQ5o9YsrCo1CibdiMYPpKH2uiL/Qt10LYXC/epHbt48A1y4vc51rRdE7DPTeE7aOZPqwQicA4A9S4RMGovUvQFnqyX4Co97DJLgBAs56cGVPnEtM3XL1fAwAWGtsL2+i/KfPk2Yjiwnb5IkkAGio9ApcBHLx5NoAyPebTDxW2/AZEHWmznTMa5j1HNIgCY98LW/RfnNWz4Uai0bx/xpKDwWYU8GphzoGWVbdTkOj5YM4w+dwntyjbHyJ+kMKRx5QimRaBzzawTrjlafrybxnOlKjNK5aL8s0YyjK5KZHbo9AjmpDNZaa5+HcoRrZLbDs4jwNMcyXTGF+9eYmw1d9L35E8+5hC8moAjcOiY/g79aozU2cK7KPzLFmutGhMkfVw2M8a3TV1qR19X7RDYlQcgFXIErIwj9ra2qYxT5o0CZMnT073Izt27MDt27dx8+bNz44FBARAW1sbpqamaezW1tYICAgQdZQX2KnHU499rU54eDhiYmLw6dMnJCUlpVvnyZMnX77f/4NcZEtISOQcyEW2hISExLchC/Oor68vjI2Zr6+jo5NudV9fXwwdOhReXl7Q1dVNt87PBLnIzgakep6Vvc7p2VSF9F5LSHwnyEX2Z7C6pgZNLTXEjydPrce9o+JYxaPDAACOh4KE7dV0Cj5U3DUTNsdlL0Q5aRt54NSbcibHORcoSGvDDM60dy+OPJUbPZsIW9CkRFG21qOMdnH32WO38lwbAEDYUM52d9eXpPvsVjL70fohu1aT7cmTGbaY5e365yKP52YHDh4beIkyCBp0YD1p9Ze8KLgZS97LqDzsTdbVTJGwe8IKH3Clfinpwh7EVX0Pi3KVjSMAAI2sWcLvZjh5vY0P8qDbMJXk8waMPyZsS483EuXCm8ir+XSzE7d3OD07c+1IHK5CQaRDipDnNKAfe2pLnSVvussMDgA8dr+kKO9PUaGLXcae/LHTKCB03kQOTr2aQAGx1pc+Cpt3e97VaGtL6iVLrrP3tthg8pjbHmKv9btkGguJd9j7n9yavf8bN9B9m75km1oBki603MxyjZfCKSBWrYK5sI1fy9F9TZrRu7S7fS0+z6eKdB4lldmQpjRWjJXG1Jh+nMOh/ryLVO8xX8fAgcbC6/Z8Hrs95KF/0dFU2Ho1ZXnB0/0pONFlK2dZhT6NgYBKfO12jrcBAPu6845ShQa883DFgjzmG5tvEbYZr5oBAGKSeLxe+kBByx//zo+keJbYzDSyMI8aGxunWWR/Cd7e3ggKCkK5cjxek5KScOHCBSxduhQnTpxAfHw8QkND03izAwMDYWNDQaU2Nja4ceNGmvMGBgaKY6n/ptqU6xgbG0NPTw8aGhrQ0NBIt07qOVSB5GRLSEjkHEhOtoSEhMS3IRvn0Xr16uH+/fu4e/eu+KtQoQI6deokylpaWjh9mnX6fXx88PbtWzg7k0KMs7Mz7t+/j6Agdg54eXnB2NgYxYsXF3WUz5FaJ/Uc2traKF++fJo6ycnJOH36tKijCqQnW+KHQIj/J2yesksmmpHIVkgJP4lfGfvbloV+dDzq2z7+r5si8QsjO+dRIyMjlCxZMo3NwMAA5ubmwt6rVy+4u7vDzMwMxsbGGDx4MJydnVGlCnHkGzZsiOLFi6NLly6YM2cOAgICMH78eLi5uQmaSv/+/bF06VKMGjUKPXv2xJkzZ7Br1y54enqK67q7u6Nbt26oUKECKlWqBA8PD0RFRaFHjx5QFXKRnQ1Ij94hKR9fR0hAqEyVLpH9kHSRz7Bs8lIYGqlj4+iqAIDhVThDXqkdtBW/ymuPsPV60Y4KNZgikHyYg4P+LkIZ6zp5dhC2mCSiNthwckIM6UVBftsPLBO2mqt429xmBQUXNTjLQUZn3aiNWjuYqlLwAZ0732qmiJw7y7q6uh/Jk1ZYn7d9mz/8HQCQ6MRBc8UmEkUgcjFTEtR9TUU5Lhdt/M5oxve17hhJefWZN0zYGi84S21tz8GZUcdYkPto17kAgCSwh+9aKFFRXnxi2onhJ2rH0mNMEang/FSUJ7U+AgDwS2I9cncjejYbW9oBM8j2qSttu8fXZBpMjyLEjYhO4uC6/Pt4Y3vRY8pq2Xqpk7DVGXoFADC9czdhK7CQnk1rc+ZaDDjXRZSNtImSUGQN63t3vkM0msnenL1xQmua+6fvbytsRZ2YTpJcmPoqZiEHQ0aXIx3puLtMT9E8excAEOLImTEfRXPg6M5eFFirocfvY6OXdN8a8fyMxpUlis6iEm2ELaI6043yadPYNynK+t8h71KeXTxTnvT8aHwZv2Bd9x2rmKJUzcMbAJAUxt8fxRwK0NUYzeP1bgfqK4uSPDb1GrFmtulj6p/VFWsLW1gc8ZlfX+OAwzyVSHtdoUF/WcZ/PI8uXLgQ6urqaN26dZpkNKnQ0NDAkSNHMGDAADg7O8PAwADdunXD1KlTRR0HBwd4enpi+PDhWLRoEfLly4e1a9cKjWwAaN++PYKDgzFx4kQEBATAyckJx48f/ywY8muQi2wJCQkJCQkJCYkfEufOnUvzf11dXSxbtgzLli1L/wMA7OzscPTo0S8eB4DatWvjzp2vZz0dNGgQBg0a9NU6X4NcZEtISOQYqCET25zZ2hIJCQmJnxNyHlUdcpH9H+JbFEckJCSygMwE4uSQwMeu64ZAQ0dXvDTjB/HbM/Etbff3qFdb2DTyE8Xg+UxWCjAtxqnGq18i7eVCk5iKEb6Gtu+Dk/ncWsF0/FR0PmGz3xssyqENaIt823PWOY4fSFv6xfK8Fran54hqEerBW/LabZgakZwimTzR9oiwvUigtOKjPH8XtsfuxNV07Mr61WEdRRHGL6ntPr2ZqrInnPS4tc/fF7YPCUTfmO+5QdgarBslyooUVkaei6zcEZSSin3fgLnC1qwW6SWXq8IUkfCefO0R6ErtHsP37TiP+vT1eA7MutN/EbU7gakGw3tS6u5EfeYMqCfys2l6mY4n2fFnhpmT/nWrCQWF7X1PenbD23Lq92J7mEJxu29KXWaQYLs/KZIYGrC6xaJnpD5iVJIpSP577UXZqiVRgUz+YErQ+3c0LnR9WP/bZzadu1JVphjd/MCKJaUXkb2sIT/jpcuo7eVHeQvb8hekPtJhgJew7VjJNI8lp4jWElKJ+yevL5WjKjKNI6C6KQCgWjc+94mzrJpx/CkF4RUdw+P+0RT6t5oeK+j8cZzoWl5RrFG+YQfTGpy7k1rO2yjOjJi0m8Z4oZN8r7nqEOXlaWIeKJjVknnIeVRlyEW2hIREzoHkZEtISEh8G+Q8qjLUFArFT9cF4eHhMDExQW20gKaaVrp1HL3p98Pj8t/ycy19SA+0hMR/h0RFAs7hIMLCwlTSXQV4zrD7awbUVUxwkBwbizfj/szUdX4mpPZJrSrjoampC7WppGv93M9S1NHSofkzvwcHxQWOoiC2POP51fHiT04ssaXKWgBAt1s9hc2uI6ldvNnuKGxqKa7zmBAOUjvlslCUB9dTcn+mIiIKAGB7mL18J2+VAgDcbM6fbTZmhCiXGXoPAODbmQPg1MLJ41vhxDth23mwJgDAtAJ7FY1mclCh1hOq+3Q0e3I181N79M5xvfq9KeXy7T/YY6kdFCXKu49vpPYkcqDdoJ6DAQB+NbgfW7qS53jf4WrCVlApuPNtR/LQWnkrpadOcRo2WnROmM41K0HX8+DdBo2Uvo+K4cDHwsM40C6+aEpfcRPxqQh9bxoN5oyOtz9RUF30PKWARAv23WnG0nX86yidKOXaavE8pnLZk6rUVEfWtD7wsTzfQ0oga4GKrIltokOBj/dPFhW2vBfIO/7Kle9rZpPtfM5geibXnhUQNrNLVNf4LXugNWLIK/2uHo9No1c83i0Okka1miFruD8dQgGY+c7wmiOwPK1PEg34s3ZHY0S5wAIKAj3n5cS27dQXT3ubCluu+/RgS/VhXfObfhzwqX+I5qcCfVibPTnFgxzZl7W8n4yh9v5W4h/ERyZgVc29ch7NZkhPtoSERI6BlPCTkJCQ+DbIeVR1yEW2hIREzoHc5pSQkJD4Nsh5VGX8sovs7KCJpCIjmsjX0qpn5jwSEtkF5fGYo8ahfDl8hlhzbWhqaSPgJm39b223VBz7mEwUg8EdWRv5N1tKB35xJm+5GxxnKoKRM227a2pyUNiEp5Ti+EAo2w6epMQRtzvNF7b27dxE2bcTndP2FOsTP/uDqCzrbDg9u++ftG1dUWuYsBXdybrN/3QmWkXBjRxU9yKMttBvuXDQpflGoksYaTP9InSsKEJXk9qT9JbfLdr3iSZiGMD3dWYV3Zfl5dvCFtCLqQ9VlrgDAFb1436esXY1AOAv36bCFplE1JGGTfhemvz+jygvbtocABBry4GPwW5ERTjmXkfYghaQTU2JGRr9wBQAYFORgwYfz2HKh9lFunYkSyxjWSdqY98rXYWt8AKiDn2cyHSYhH9MRdnmBvVV0TX8DJP0iZ7xagC354QTBYm27TNM2PR8OXg1cQidp10e7ost7yoDAOyOcr0N+0ijvUdrToE+Jhfrvqt/oGs7znstbHHFiBrzoiMHgRYdSIGsdpFMRXnmzhQUi+40FgK3MGVDN4joGX7VeVl1rds8AECzEe7C9qIDU4I+bnACAKhxbC98+tLz1IrggMEYKyq/CGMd9fgnTL1ISJnOjTR57AbHGqbcF9NFNlZfAQDodrIvkmNiAexFliDnUZXxyy6yJSQkJP4fcptTQkJC4tsg51HV8csGPv6oSM+jrYz0vN85ytMo8a/gZ/Zkf0vgo8OUvzIVsPNq0rhfNmAntU9m3agFXUNNHBxUDwDwsTj3j1lLCvarbP5a2E4tokA8vQ9K2eeOs9dWccIGAKDRhr2bQa2L0TXrsUdTXYOC4W5XXSdsZ2O5nwcfJe950fUc5KgWTZ665z2thK3QwhcAgMC1ptyejSxlZnKNguXiC3GWttdN6B4N3rG3MM9pCvwMmMW2JvkfifKNgRQ0p/notbA9nkmezlNN2LP+OpE8kYdDywrbUItzovzbMpLziy7FAXCNi9F1elhcFLYJlcir/WpAYaQHh1X0vX21lO/LxIDOaaDNGRaj4skDm5TMgYZFzYIAAGba/IwejuYsma+b03tVI5b7YkM7SvwxoznrGj7vQpKCiXnYg3qh9mJR9kmgvhi0qZ+wJRajMaCjy4GGHQqRxN3TKH6ul25xkKzVNWpHYF3eRbA+Qz7CqNx8XyaveUymQk0p5vKdC/1nZ0PODjixTXcAwCtXHnup923ky8ujhDYsTai1m+7btDsHYmp2o7qPRyq5/1PrR3I/FtzG50laTP2/o8guYWv0JwXtGr7nZxhjSc8jsAqfs9hcDoLV20F1tdX5/uOTyTP/wJ/d5Or3aOfFwE+BpPhY3NuSuYBEOY9mHtKTLSEhkXMgtzklJCQkvg1yHlUZcpEtISGRYyC3OSUkJCS+DXIeVR1ykf0vISOaSHr42jb+z7zdL/HvIqOxkqNoSdID8xlOtSsFTXUdaBkT1UAzmgOztEdQgFfubWHCFlyNtuy311spbOejiomydxhRBB715e3+fQMpk+HQ33oLm89wfQBAu+cthC1xJAd2FX1EmsBqerwtrb035ZV1mWkFxvuoPbpJn4St1MSHonyzHtFXgsqy5vFk150AgC3tOWueQpNoB9ad3gvbtqUVRTnfJDq/vTEPjKO5PQAAnR52F7aQcLovjUesoXwwv5MoF5l3HQAw5fkNYUsNeOy2cpiwqaWc0mHFM2ELr8XBpoU8qT0B61i327HbawDAlTcOwmZhQprguppMtQjpQxSTq2P0he3shkWi3GbiSACAgT9TOvJ0JJqH05bHwmYcTc/rzdIiwlbXb6Qom9+jvipwhWkVfs2JTmGz4Z6wXTpM9xC0iwMJjXSZYpHUkag8pkd5fISlTGvJmvw8gp3oGc5u/7ew/XGzjSgfqUqBfy23cSCiTT6iWNzpwfff800jAMDjYKbilLPyE+WLjajfdBKZrhrUJyUDZV4OxMyzLCXIswUHTb6cxGW1CxSU2Ol3V2E7fIuCJTt2HyJsCXrUF0VnvuDzKNGE4m/S91QzhvtM5yOVC2xm7ew3fYneZHXeH4nJSvrqmYWcR1WGXGRLSEjkHGTCA5PTXw4SEhIS6ULOoyrjl19kZ8bj+y0ye99Lok/V9uYIr6PEd0dWdlR+KUgPzGdIfOsHqGnh7XiSRLOfd1cce7KMvNFvHtcQNuu85EGd3I5l/V624oyHhRe/BADkN/QXtq61qK6RMXulNQLJoze3NsuINek5TJS1zci72cWRPb57V9ela3iyt/mOgrxzBRezl+/I2hKibKNJXvh4VrrD5P3tAACGVdnzt2kUBS+OattH2OY67xHl6R6dAQCP4myE7eVYapvaFvawFu/3CgDw8DXLGhafwVkkZ768DADosI69qamZFQ1qfBCmyBt0zo+N+Dtr1++pKHsdIi/7pGGc0XDSXZL1KzQsSNjedCPvd+uO54XtggedU/siy7t1PPyHKJf94y4A4OQ/3I+DqlKf1T7BntEJeckrP+gTe9MLr+JrJ60j7/k7azthM39AHlS1I/xAYuaSjF5oY45SNL/DAY1qe6ide6bMEbZ8mrTjEpzEHtnzMXSdGTM5W6jdGw4gHDn0NwBA7socIOjrQmOg6pxhwlas/RMAQPgn9vR7g+UejY3Iq7/NkT3mXdQ7AQD8rnFmUYU6Xftsq3lID72WUaZPJPNk0/MFed5HrtoibMO29gIA7L+5T9iaeIwSZd2UWwx14nvVjKTv15N59tyeJDquCI+AIpnrZhpyHlUZv/wiW0JCQkJAvhwkJCQkvg1yHlUZcpEtISGRYyADdiQkJCS+DXIeVR2//CI7M7SKH42CkaMC0iSyDV8LdvySTY65b8OsWbMwduxYDB06FB4eHv91c74KzSOW0DLQhm6KVG9I6zLi2MyqOwAAf950FbbY8ylat3PeCFsBF6Yx+GwkisG+aiuErdXeYQAA7fGBwlakF21XT6vOWQ6Lz2WqAaIpEHPTcM5eWHAVZfx7vJA1qI3yhQIA1Ax4a9+y5UtR9t1DOtN20zh4E/eI8vBqEgc27vhUCQCg4cttGH2rlShrkzQy8l6MFbY/7rQFANi+Ys3r6HEUAFd7AWdnfHinlCibqROFIu9Z1gx/3om29u3dmcagWZ6oEyv+4oC8yW9/E+UpnbcCAHTVODgxOYWiojBiqkruS3Sdhn3vC9spf6LY6FXgLJhH+24U5UobiMpyoivTHDpdJjrJuQZM6bizhwIVNaM4qPLxMNZlbm1KdBLD1kzp+PjYHgCg1oWpOtWPXAMA7HzEmTEtbnE/q8XR+d0K1ha2pveIgtPCiINcn8YSlcfyIFNafHtyUG5+H+rnJjPPCltQPFGdYqpwQOKrHtRG9dF8r1GRTHUqb08a1YNecTbJtw/ovnWUtMVLzaHgzvrbOBi08Ip3oqylQ0GSaoY8doPXE91ktHkvYUvMR+0Y5dtc2E4MY+pMr7pEj8nbhvvM35ruS+8QU4LC6tA4fTLPnjI+9odENuOXX2RLSEhICPwL25w3b97EqlWrULp06YwrS0hISPxskHQRlSEX2VnAh37OAADrc8FfradqdseM6uV0CTbpYf02pNd/qnq3fzVk9zZnZGQkOnXqhDVr1mD69OmZP8F/gOfe+aGuqwtFNfJy7ay6Shxb6N8QALC4CgfXjbvZEwAQEc9Sf3Fd2QOZey953UYu4gDC2Vu2AQDWtmWv9dBzRwAAf85gWb8ZJ9eK8p0YewBA2SSWTtsbTQGY6mbsBdZQp+spdNkTWeoGe4RfPSOZNfVI/kxEc2pvUgH2/G33Jk+26apIYdO+wR5GAz8aEMkT2PtboA95Ldsfuyxsk86Q9zt4E+8IhNZmT2/DNRSwZv+Eva16fuRZxieWfzN8RzsGRyP4x9qE/IdFufOGYQAAkxfsbT09k6QS1TkpI6YFNAAAaCitdsJPk8f374ELha3K6hGinO8SeZ5bh7EHNrIG7TyYvmRP9T1PkkVUq8rX0wrn6+y5VQEAcMqFr4PV9E/fHkOF6WkkPYd8lizDqP6RPfQv+lFAY7KmpbAFJlwCADT4m9uYeovLb6wWpj8esNzj4kEk3ZialRMA5rdpSec2ZolHjU/0jDdX2yZsA/7pJMo3n5JEotl1lvCzSBle0ayshz8szwEADpqWEzatzRxw+GofyRlaefPYNPekcfF6AHvgLYvTWuPWW5Y4vGiZV5QjStE9fjquIWwpCR/h3It3VPpZkwd/crmGSFTEg4UVMwdJF1Ed6hlXkZCQkPiFoFDxLwXh4eFp/uLivqwv6+bmhqZNm6J+/frZ134JCQmJ/xqZnEdzKuQiW0JCIudA1ReD0gvC1tYWJiYm4m/mzJnpnnrHjh24ffv2F49LSEhI/BLIwjyaU5Hj6SJZoSJYrLpK9TM4p/L5Mgo0+xpyOkUiI2pDTu+fjKBq/+SEfs7KNqevry+MjY2FXUdH57O6vr6+GDp0KLy8vKCrq/vZ8R8ZuS8lQlMrERH5qN0jLNuJY363iRrQt905Ybs60gMA0PBBB2H7WInpENqm5OkvMIO3+5cOaQ8AeNeRXzmzXzcGAOiGMd2h39nuony9EV2n70sOPrQ/QHSCfnuYNjHc63cAgGYl3io//oavo6ND7Xg3m7f2I1KoH9drLhU295Ssi20sbwnbhItdRTk0hdFh2SpU2Ob9c5zuWY3vYXsjCvgcem2QsGmFcdtSpJPx7A/Oklh4FgXvPRtXXNhOtifqR9/Og4Xt0mPWanZITAn4szATtt4d3AAAzzvxGDR8Qdc+WZiDL1GUGmGizs9IqxxTNeq1uQ0AaGNyW9gGdqN2JGuyby73VaJ5qCXylyphAp9nfmGKpm0zmzWdU/XK8yRwsOj9k9S5xq/4PNqbmcyQ9y9qb2QepgRdOUe67hfXcXBmapbEP/z7CZtTFw74HNCR+kfrfYiwJVkTTUTTl+mfj2dT8OG09qwFHzmYx8/CGhQQXKF+gLD1aUa0J/NY7tN++0hb3aQZj8cKVTlg2LxjFADgTGmmhpypfwgAMLA475iFVycOypGqy4XNdQ3TZOzP0ljY7OEpbF1GEP3HfxXPV8Pq0zPMZeALtWQNgB9VpiDpIqojxy+yJSQkchCyELBjbGycZpGdHry9vREUFIRy5Zh7mZSUhAsXLmDp0qWIi4uDhobGV84gISEh8ZNABj6qjGyni8yaNQtqamoYNmyYsMXGxsLNzQ3m5uYwNDRE69atERgY+OWTSEhISHwHpHpgVP1TFfXq1cP9+/dx9+5d8VehQgV06tQJd+/elQtsCQmJXwbZNY/+ishWT/aXpKyGDx8OT09P7N69GyYmJhg0aBBatWqFy5cvf+FM3weqpj5Pb4s8VVEEYFWRL22fp2dXVUkkPYpJRlv2v8I2/tegqjqGxPfHL9fP2eSBMTIyQsmSJdPYDAwMYG5u/pn9R0OzaWeha6iJFQeIvnGmOCuJLLNxAgC8jue04aN9agEAEnezakP5Hs9EOcqFlBIUCUwhiZ9DNAfFR1Z1ePmKtsBN8/APkE4Vr4hy6ta/1p+8Jf+0L+0oLO/K+sTFX5Nm8ZOR9sLmbM2KJO8iTf//lpFvEqUvr5LEqc1zF6Z5/c/DTBEBsxOwpi2prmytw++C364MBACovWFlioI7SY/b/CXrN2+celyUO3iQ3rRWBOspx+2hfinSgykS/ffRuT12MEXgfhyn7F48iSg4uS7xZ7QC6NrXfuPPxCpoIPd6xpIjWoOITtJ3I1NaTCewjviG45S+fltIPWHL/56ew4uuLJ9he4YoDSGjooQt+gq3seexYQCABSNYsWZWN9J0rr7shrAdWFMbAGB+nTXKX9uxkoa9Pz2vuJE8psYUIspQx25D8P9IUmJsBbVkzfDweilqKHaszBFcjp5D0cXMnWjk+AgA8DKZ08Ub3OeTehYl5ZipGzl9u5V2BJ3bj2knb3oTDSa+DPdPV1OmI7nsIxqNDg8FNNhFNBDrJkxB0lhJz7CbPivAmICP+/YlbfpkMF2kwYSLAIDrp1iRxfANUXTiHayQmBgLvEfWkI2e7BUrVmDFihV4/fo1AKBEiRKYOHEiGjem+Sk2NhYjRozAjh07EBcXBxcXFyxfvhzW1jwu3759iwEDBuDs2bMwNDREt27dMHPmTGhq8pL33LlzcHd3x8OHD2Fra4vx48eje/fuadqybNkyzJ07FwEBAShTpgyWLFmCSpUqZep+ss2TrSxllStXLmEPCwvDunXrsGDBAtStWxfly5fHhg0bcOXKFVy7di27miMhISEhA3YkJCQkvhXZOI/my5cPs2bNgre3N27duoW6deuiRYsWePiQfrQOHz4chw8fxu7du3H+/Hn4+fmhVSuO20hKSkLTpk0RHx+PK1euYNOmTdi4cSMmTpwo6rx69QpNmzZFnTp1cPfuXQwbNgy9e/fGiRMnRJ2dO3fC3d0dkyZNwu3bt1GmTBm4uLggKEgpYZYKyDZPtrKUlbJerLe3NxISEtJIXBUrVgz58+fH1atXUaVKlc/OFRcXl0Y2Kzw8/LM6/4+seK2/htRgR+DLAY9ZRWY84jkROSEgT+Lfwb8ZsHPu3LlvO8F3xpfm0TOdykJTQwdJfemGj0RxcJ21Fnk3/+7HmebaLz8LADj+T3VhczLhLHZXrSigb+a5XcLW7V53AMDdWpwFstRh8kBaX48Qtr3mNUQ5tjO1tZouewHLVaV5+PZ6DuKrefIFAOCJl72wfWrH3sthZ08BABYO/13Ylt1aAAB4k8hc+zll6X6MFeyJfP8398Xs0uTBTi7F3s1C98mDH96Edyt8elGmveWNrwvb9VhuW0JK0w735Yx9A1ICFhVhr4Qt/x7yrPYdNVzYTG/6i3LQQHJ/Og5jD/QfNicBAG0G8Wd8m9FzPdHQQ9jMqBq61mOv/epif4uyyyfyok9vuU/YknqST27sXtaL1n4XCgAYV/SUsK1ty8GblVKe7YL6zYTNrwNpjx/x5T6LSXG2aq9hjfJcMUpfwBS79jxbYfJ47woAeN2PAxLN/qE+iTPlz75awrswuEv3kGjAxzVT4i8VRqyJ/qqXPQDAZxDbTK05WDIqkbY41Nmxjnf1aCztHqCk0e1MbVOY8Q7OoOVtRDmxCO36FBnL2ut6W6hBkeU5YLGAER1/F20qbPFJvAMUv5O8/l1G/cFtzE33mk+Ps5++r02Dz37He6gnf1mKNCNk5zzavHnzNP+fMWMGVqxYgWvXriFfvnxYt24dtm3bhrp1abdlw4YNcHR0xLVr11ClShWcPHkSjx49wqlTp2BtbQ0nJydMmzYNo0ePxuTJk6GtrY2VK1fCwcEB8+fPBwA4Ojri0qVLWLhwIVxcXAAACxYsQJ8+fdCjRw8AwMqVK+Hp6Yn169djzJgxKt9PtniyvyZlFRAQAG1tbZiamqaxW1tbIyAg4LP6ADBz5sw0Elq2trbp1pOQkJD4KnKwJ1vOoxISEt8FWZhHM5NvIBVJSUnYsWMHoqKi4OzsnKGTFgCuXr2KUqVKpaGPuLi4IDw8XHjDr169+lkuAxcXF3GO+Ph4eHt7p6mjrq6O+vXrizqq4rsvslOlrLZu3frdpKzGjh2LsLAw8efrm9U8RRISEjkaOXiRLedRCQmJ74IszKOq5hsAgPv378PQ0BA6Ojro378/9u/fj+LFi6vkpA0ICEizwE49nnrsa3XCw8MRExODDx8+ICkpKd06X3IGfwnfnS6SkZTViRMnEB8fj9DQ0DQdFRgYCBsbm3TPqaOjk6427f8jKxQCVbWsA2tz8IAydSQ9pAZJplcvo+tJqAZJEZHICnKyvuuX5tHoAqbQ1NLF+KZEDdjQv4U41mTJOQBAcGkO7Ds0nLw7aibcQYcW1BFlgzUUdDjEjfWdI2vRq8bp+TBh081PNBC1hy+ELbY/Uw3y5ia6xG1Ptl1LoQEUfvpA2NxykQ7ymRGGwhZ6zEGUg1IoIcdWsiZ21RTdZnUlfWfr/HS9XKtY6SpqjpEoa3jSeWbbMx1gZIe+AIBP7ZnSknsnbcl7bGrLn/3IlBjtlN3wBgd4a19tIHn1DO4yhSJpMH3GUJ1Tbiuj6DKKWvPdz/SVHSsqAgAibPnVrpeLaEF9lCgkwd3onDHuTIdQps4UHksUlL9qcmBfQivqnzr17gqb79+0GzJnGlNI1Ftyn7YzWQgAOFmFaUDlf6NnNz3vUWF7UozitjwaM1XAbwTTPJLrUZBttCX7BfO+Jq5G0WXMkX3TltYQBTfzQujxH+aiXHwtjbVH03kXR9eE+n6y51Zh63mnO517Gve9T1/un09/0r9WcTxWHo8mvfIW1/oLW6Fkase7RtyGWH/+DhYZkdJOHY6wLWVM35+bn+yE7d5cJwBASHG+/4Qi3LaDY4n+5BHIntd7y0lwwmQPe4wTLtKzaXX0OmIiE3GqArKE7Mo3kIqiRYvi7t27CAsLw549e9CtWzecP38+a439j/HdF9mpUlbK6NGjB4oVK4bRo0fD1tYWWlpaOH36NFq3pghxHx8fvH37Fs7OzumdUkJCQuL7IBuj4iUkJCRyBLIwj6qSbyAV2traKFSInJDly5fHzZs3sWjRIrRv3z5DJ62NjQ1u3LiR5nypEtHKdf5fNjowMBDGxsbQ09ODhoYGNDQ00q3zJWfwl/DdF9mqSFn16tUL7u7uMDMzg7GxMQYPHgxnZ+d0gx4zA1W9m0/X8s83x7mhKn0mVbYPAJBORkdlZOTpTkVWvLHpZZOU+Hfwb/e9DO78/sjJnuwvIUlbHWpa6tjRsQEAQPMBe4lP9KZgwPDOHO5tfZ08Y58mxQqb6XT2iCrUSVpM48QdYWs8hQLSbHU5eGzl3ZoAgLjq7KnWMogX5R3FNwMA+rRqKGwaRymALPEgv6yPRtOW7vP5lYXN2fiJKM88S0F3QdUvCFtEQWqjQkk6rWZv+o6deOnIxjL8ivR9Qt7P0U1Z1s761Gu69nW+h9VzyXs7vCN7NEeeOiLKE8dQZsAG3Xkh8Og3kr2bdPGAsGkPojZ2Xske6PyNPoiyWncKfHvVgvv+2fWqAIDie3h34GUt8gLre/0jbAb9KFDOfh574OcVcxFlq+30nBSd2XO6efoWAED9uZxpMGEaeby1NVn+zmIB73rsCSsPAIi05fM8CaHn1a9/H2GbfmATACDvFl7UzLLeJsrJLvSg2u4eJmwIJQ/9k3n2wrS8+joAwJLtjYTNzkHp3a1PbUv1XgPAicoUjNtkGWelNH1O492/NgcXGnKXImgmPZuEs7zg2l+PnvuAcUP5XifSjkquezyZxLzloFxoU2Bkvl3cxuvtaCxNPs5Smn3y0DkLrHktbFZ7eXfkcgztZrQ15zF1JQ/JDL5dyJlFq/1B3+09lQojUREPIGuKbv/2PJqcnIy4uDiUL18+Qyets7MzZsyYgaCgIFhZ0dj38vKCsbExihcvLuocPXo0zTW8vLzEObS1tVG+fHmcPn0arq6uog2nT5/GoEGDkBn8JxkfFy5cCHV1dbRu3TqNzqGEhIREtkJ6siUkJCS+Ddk4j44dOxaNGzdG/vz5ERERgW3btuHcuXM4ceIETExMMnTSNmzYEMWLF0eXLl0wZ84cBAQEYPz48XBzcxMUlf79+2Pp0qUYNWoUevbsiTNnzmDXrl3w9GSdcXd3d3Tr1g0VKlRApUqV4OHhgaioKKE2oir+lUX2/0tZ6erqYtmyZVi2bNm/cXkJCQkJglxkS0hISHwbsnEeDQoKQteuXeHv7w8TExOULl0aJ06cQIMGtNOWkZNWQ0MDR44cwYABA+Ds7AwDAwN069YNU6dOFXUcHBzg6emJ4cOHY9GiRciXLx/Wrl0r5PsAoH379ggODsbEiRMREBAAJycnHD9+/LNgyIygplAofrpXSXh4OExMTFAbLaCpppVuna9t7WcUcFhk22tRvriaAkmU6SLpZW/Mynb+1wIkJSSyA78C3ShRkYBzOIiwsDCVOX6pc0bxgX9BQ0c11aOkuFg8Wj4uU9f5mZDaJzWrT4Cmpi5e9KAtfU0/DsJyOER0AoM5rM8c0zglaK4mUyT0L/uIcnJholV8LM199uc40mBe2Y6DKl+Opq34PGac90B3NG+lmy6laxpoMIXk/CWiHM5rsUXYVr8j2ompdoywXX3Ec3PRgfcAAGrFOUDQcmVK0OCUosKGERRAp6w/HBLB7UlI2ebPe44z7bWbfQwAsPxxTWGzdyNKx9uufD3bTfx9U1Mj6sPUq4eFbcAjChxc7LhD2PqspMDREi2Y+vJuQWFRjshH7YwowO050MIDADBwBFMW3tenV3zxuRwg+LYV0VOWDeTFyazyHLy68R+it9S4MkDYTjtT3RpHOUum/hvy06knCJPQnQYA84dEKVqzabGwDfyNaCLx85mqYp6ihZ6YzLSSMiacjtBzYS0AgMWRp8KmyENiBMm6vAbwq0WBqjXa3Ra2lxEcdJg4jRZI2neY+/F4HvVp8Rn8jk82IFqJzVpuQ2BznjfC/qbrmHRjXe9UqKnzPXyoT3QRBQ8pzJnA2S+jFPRdmzG+u7CZniVd61nXDwlbp6XU5+aPuKPNxrwW5Qfv6Xm2KcYUrd9MqPzHqIHCphlNY8WvuiaSY2Pxasqfch7NZvwndBEJCQmJ/wTSky0hISHxbZDzqMr4ZRfZ3+Kpe/q7vShbI/iz4xl5A9M7np7XWnqwf3yY2Ziiab8G8FzlhZCA0P+6Od+MH8GD/V8GdMrAx8+h9SEamhpJ0HlNkmlxlhzk2GkjBQe9i2dv4Jq55FW80myBsHV/1kGUXaxpXtvtW1bY7kVToN3LUfzKaViQPLQnTrPca5FP7DkMb0Ee31tjOZA+1SM4byxLxhkMoM/cuMpeacf1HGDpO5wC3RMM+YFGhZOHteiUR8J28U0BAEBcJEuLFbLjQDzNGdQvT5SyAG6cS0GV5iHcZ88W0j3mX8WBofHFOXNkUFnyAD6L521n90KUMXF5IHuTEypQYFsrS29hW5LMnuxwJwres7DkADg3d/Jgx/XkQETbNaYp9fl6tofJqz1rUwNhe7Wag/jq3iRpwsr5Xwtb8zsUsFnb6bGwjW9MnvzOY1iOMK4jXztYm8bNNvcKMIyNRaSuLsbvJ6m84VPcRL34CPKwvqvPzyh2mZko7zw6l+7vSjdhU4sjCb+Vh9cK26xAup/L71nCMdrHVJSLvKHdkdCGHNx6sL4HAMBVk9tjeZo8zC9P5xI23U5KUbIp2bdNwPPX+99pXpvrtkbY+p0i/u7BRuzJ/30F7wTk30ifT2rI5/aZlxcAsONTJfw/3nbgcfZpL4+FKh0ooPFOdZacfHS0CQDguMciYatwhXYRblZdjfCIZNhP+ewSKkHOo6rjl11kS0h8D5jlzoWuk9rh6qFbv8QiO8dDemAkJP519D51EblDw+BvaoLnMM/4AxI/NuQ8qjLkIltCQiJnIYdP+hISEhLfDDmPqoSfepGtUbgANDR0VA5ETI/GoWrWxcx8Jr1rZyc15HsHs/1s+sxZee4/K7Lj2agagPu9rv1fPge5zfk53vypBQ19beRbRBFrb5pwQFMyKIjrfDBvTdt5UsdENOUtbrXRpqJ8yIp0pH+fe1LY1q5uCgDQ4N139K5CutWvFrHxfdsComyz4hYAwOEQaxrHG1GQW0gvDjjze09auOp5mJ6RrMfBcMZ1Kauenx/TDwxTmAG+r/nc2kNoq93uEtMv/MdxFsk8WsRVKVvkjbB9siPqyPtbeYSta4nrAIAdQ8oLm9o1E1G+PsQDANC8KwcV1lxI373Ha0oIm/0/1I45ZX8Xtqp/3hLld7eIjvPB11TYTG2ojdF32Fv8sQFRMTybLRS24S2JNqCuyX1itotpMAndiW7z9JOVsOUeR8+926HLwuabkiVSWQc7vxsHNL6YT7QLTQ+idmiGJyKPBgXOjv6TMyzOn0D3qBugFCEYz0F+/dtSX4VW5udhcZFoQg12M1Wl6DKig+QNZ5pPYGtTUX6XokceXiRR2JYE0nj1qMa61CMCiJZifYuDShN7fhTlj/cp6FJNnzXB824m+lO/oizx5jjhFQBgzPimwjb72npR3teSqEzvdvF3ydCbznnVhikvUbbUDh097pO+/bxEeeV6ypS55v4SYZvauD0AoN2HJsKm2ZvGeK1LI5AUFwtgHLICOY+qjp96kS0hISGRKchtTgkJCYlvg5xHVYZcZEtISOQYSA+MhISExLdBzqOq46deZCc9ewk1JZ3sb92G/hrtRFVaiXLdf2tb/Htf52dLG57RZ38Fmsj3hnLfp9JEnq6tIGxFet/67DO/RD9KD8xniAs0gLqeLjqt2Q8AmL2jjTg2+z4lZ5hShjV7d4wm1YMhBWsJ25txrH9r/ogUEPYPZ+WK3CGkhf26OddrdXQIAMB6PacKr27BSho3UlJyW57xFbbnE3MDAByW8TZ9XH2iJExtyRrTLzcwzWHLU8p1sKEWb9NPsaXtdU313MJm24m0k7td4FTTTfSZdrBiA1E5Ln5k6syHE6QEoWbCg+VSOaI0GB1m+kpgXlZ92B5BSiuxFvzuOryE+rLSANY5PvGEFDAu1ZorbL1cmIqg3ocoGvlPMPWh2uyL9Jk/qwibbhC1oyk4Pfu+faR20fFWb2Gzm8UUnDB1oid8DGV6hokB2Zb61RW2yCGkWGJUlGkVz+YyBWVzhQ0AgGRdTSCa/h1UpzMA4Glf7vtElxQaBJ8GiVafayq3GHlGlLfnJppHsh4rbpTZR/SM6x/thW10fk7PPu5WSwCA48BXwuaXi1R1Fq2pL2yF55Lue2gDTklu1oUVa9Rc6DOPRrNii+OfRO+ZXXensG38kylDqYhNZh16/x7UB7GTuO8TY2lcGK1itZdi554BAF6v5D472JufQ0xLGn8Xo7m9TwZSG4st47F5Y7AHAOBpggKREcmotfKz5qkGOY+qjJ96kS0hISGRGUgPjISEhMS3Qc6jquOXXWSn503+t4K1vuU6qUFowK+ro/0zBSKu8J4j/m2g3vY/bo3qfZaZXYLUuo5zQ/kz33jOHxbSA/MZ6pR/AG1DbXgsJw92bDH2jB6tSNnpfBM5cO/OIwrIUt/A2s/JiRxAaDTnIQCg7i3OMXBsWG0AaV+4tcqTRvWFZzyuXg6zFeXQFKetkS97C7U+0CsrdAh7FfeU3gQAGP/GVdgevWcv4LyKe+j46D7CdmAhaXx36DpY2OILkRt18mbW4P6zeLQo5/2bPIy/zT0tbFGNyCsZuSmvsAXto0yPVSw4QPJ1l1BRnmPTEABg58upEbWn0vFCepyV8WVv6qyGg0cJm3kBDnwrOpX0qp9OYM3nE++onGjHXvK3jcjjrdDlb3Wrw7SLUGw8a16HN+DzmPWg3YXdNzYJ2wSHxgCAZ6GWwhbYkbzNDgf5XqKvsPdbtzKNJetchkB0GKxzGWLOGQowHPK8vag3zsETALCgQXNhs9sZIMp35zsBANbcrCFshVxoh+PNTR6HJ1ZWw/8j72jW7S46mu7r2RjOVjqnNWUjnTO+s7Al76AAyoCnPGAVauwl1oxNsSuN58fTaRyPPq206z2d/nnYfKkwlTg8SJQdA8hD3afkW2Fbfp200rX68f3H9KM+7Wx9U9j2lWBPduEtodTeuvw9LVzyHQAgaQU3p8wF0j9PDNdGckwsgInIEuQ8qjJ+2UW2hERGMLMxhVnuXBlXTEGhsg5fPR7i/0lqaf/okC8HCYnvip7nz6PvjXPi/8l3WSkj184UGkRAygL//XsUq0yL/l2Jq0U9I02itJQNXol9phWw35SpaxI/IOQ8qjLkIlsix6JpvwboOqmdyvVTvdpfwuYpu/D3lN3f2iyJbITc5pSQ+L4wjIuFZXw4G+KVDkZ+Vh1aAbRjYJnOQV1EQj857jO7xI8FOY+qjl92ka3qdnZ69b51K/xrdIiMgst+VYqIMn4UqoHnKi9cPfT5M1BG4XIOcF8zAAv6rMCz26++WjfE/9NXj38NGVFovhZ4m56Ge2aCQbPymZ8W0gPzGfxiTKGlro2OfUh392x3Tuc8ZCcJStdZckXYHP9MGQfmvAsUVJMDDaMblAYAePox9SHSgWgViUWYfhHYjGzHvHkrfZgGB/blPUvUiBhLpj4U+pu0ilvvvSBsbbYNTznGAZRJf/CrrZwObbtXGMtBlQ1nkLZyeFN+yCUr0vfbIy8H1x36xCnfn3uRN/bMB07frj2MtKXNXv0jbH4WZQAAJ8qz7rRpa9YeNzGkdqrf5PlkfAEKeHTb0k/YPJ/Sj/oGB52ETT2J+8I3hd6xsOlmYVv9ngIon1Tna6sF0rXrlHwibB/jDKitLVmX2+L4C1F+357mhIY3+gtb0mMK3vy7M6cIH472wLMEBGtxkKJCU0k/PYn6V3kRHmBMlAaFBve9ejx9xsIoAi37PkTjvm9Qf/oIcdy0N2libylwQNhmONUGAGgNYoqR9XZKL+7XvaSw9djJ6dJtN9B5wKwLrC5Pz9gUj4TteVnql7zXORLT+CYH4HY5Td+HuU85uDcV5rO475O1yGtfQoPboDyvRO+kvtiyxoWvk/Lv63imSaklUf8c3sCBjzoJ3DaFJl0nMkmH26FLeuWm2kzliVhN1Br/2snfNr/JeVRl/LKLbAmJjBASEKoyvePZ7Vd4fufri2yJHx9qCgXUFKrN+qrWk5DIydjRuiKO3Kst/h9RwECUjV7Tj6rNT+Yh96dw+OcyRo0xxANOzMMea7OLtDj0mjg/+xss8c2Q86jq+OUX2cqBhNbngj87/rUMgV86nhG+9pn0vNcSOQtZCcr93tk8v1dA8E8H6YH5DCGbbKGhrYsdbcmrFtWavZJ5z5M32UyTt/ajnGkM/emxQdimjOslyu87El+gyFD2ukbUpH8TY/mVE1mdAgRdzgwRtjwLeDco4DHVLTyS58yPHUmO706knbBph5GXL1mXpdHUYjhzYKNVFDho/IY9f+Y9KCjs0yv2FsYNJs/8gkdlhO3lFvZaD7xH3vMTv7OE39MxKR5qBQfFGaV4SS1Osvc6TGkjKuk+SatZ5ucgxgTFfQCALjvj0WwdtVtTnwei9TXOppj3KJUnvO7Otr/JW500i/teOw8tdPtZnxW28Z1Ius9Yhxe6TyZyzEmxhRT4F9Oc+6xjG/LwT6nhKmyhXSjAVMuc7yXairM/Dpt6EACgUZqekUasGoxTHObT23DGR8saJH/XoS17zo2n+YmyborS4LED/GyC2pO3OcGQ++f5GLLp+4Oh9D3+eJA8uQU33ufPjC2Z8hn2wCOZPvSeYwvhNot3c5JSMqFG3OfMmokm1FcRTdU/szn+wQGmvW7dFeXVXV0BAOFdOdi48Fb6/qgnsUfc4h55ozWuPRS2gP68K250gAIofSZx/4T1pz61NuIMpjEW1LaLTechIiIZ7O/PJOQ8qjJ++UW2hISERCokl1BCQkLi2yDnUdUhF9kSEhI5B9IDIyEhIfFtkPOoyvjlF9nKgYTpaf+mhx9t+zwnaGfnJHxtfGVEVcooG+nXbD8i/m3NdOmB+RxW3d9Ay0Abza3uAQCmBzcTx163oS10FwMfYVvaszYA4FZ0AWEbOI1VdcZfoqx6Pn14K932FG2HG77nrfQq024AAFpphwqbhtIbOSwPZXV09nnG59E8DwBoe4czFV4cNA8AUK7QUGEruJXpC8madO1oa6WgwY+mAIBiQ3kb39yLjj/cwoGfBbpxsKTWHXqDNNt+Sdg87lLWwQGlORDzij31y/PdTCEZ1uagKC/a2QIAEFGKg0VX+xGfJs9p5ou47qXrvI61ELZirkyhmHTJFQBwpgGrHtUrS9Sboks526T2PKJJ9l3A/RP+O93LxiarhG1WReZGBLkSTSa/Dn8vV8+jdlvFsU0rhUUUWJH7dnuPhaI85lUrAEBtDfpMsgZg7UXBh5OjOcj1U3EaZ0YchwlLVw7EXPjoJACg0SF3YTPRoc8YcJcguT7RjXLPYN1pKHGCI11KAQBejmGiRMEZFLQasI0DKNXuE3Uo3yn+7CYlbW2Hc9R/uXj4IKFtKADA0Iu1quOMiLbk/3ceYRu/ja/dYdU5AMDTG6zv/fx34qfn82IKyYv2RIUqCKUOUmK3+CwlmojDXm6v5Ww6T8ifvPLJvY0aXKvKYCRHxwKYhqxAzqOq45dfZEtISEgISA+MhISExLdBzqMqQy6yM8CPkJ1Qeq9zDrISAJkZOb7vPY6zM0g4OyA9MJ8jbrwFkjR0sbgaeR3No/jGTZ9RYFxdDBe24n+RNN+53FWETaHObrXa88jrXVifJfzWGFOmPs2P/MrZe4Y+rxfI3u28i9hz/PyvsgCA0r+xV7LZNpLeS8zLAXvOG0jqrcA5Fmj2rc9SZnPbU9ZCnziWPzsxiKTunq3hIMb1+UhK0DWCMx+iJI/vdc/tAQB/l94obDWqkpfdvftAYUs0IO9lrzmewrZ6yW+irMhN/evXjr3t+sPJq517Pd/rXj+SlnsVxDsCB52viXLR/ncBAP0qsTxc4askBahuaipsrzzpfhp258/u+4f6tpgWB1IaHuRnWNWYgiRbGt8RthGdKCPosLHnhG3wDuofh2m3hS1PH/bAqjUPTSlA/Lv2wjYAQMcBPKZ0PpIn/FNJDrTkvJLA0JKNAACKuTw2bdbfBQA8/au0sNmupsyIwR3YZrn9nij71aKGFBnHto9tyQsc9pavbZISBBnWg4MG441KcYNqkfdbuxF/Jvi1KQDAIpB3EQx9KOj0fWse93EW7Fk+Oo/G4czxO4Rt7BX6HhqcVHKT16VrBzvpsU1pfiq2hNr5pqWZsDk3pSBYRRRLbe65fwIAUGfcUCTFA0r+/kxBzqOqQy6yJSQkcg6kB0ZCQkLi2yDnUZUhF9kSEl9BiP8nbJ6y65sSzUj8WMjpnhUJiX8bGyvVgmFcLCJ1dNEFN/7r5kh8B8h5VDX8Eovs1MDArNAqMgoq/JGDxiSyHyEBof9ZqvSsUDG+JfDxW67300ChSBMIlWHdHICpmzbB0EgdN2PsAQAzj7qKY0a+RH2w9WQqwbOZFNiVGMda1H9WOirKj6IpyOvMUA7mss5Dr5o4Uz7PlGFE4xh64XdhC+xTXpT1KFEjJi7uLmz5HhNNJFmLr71iBSUw+T3wD2FL1uJnt6h/RwCAdiBTI6JLUCDZokobhW2iP2Xdy7WDKSuRh/OJchVzirBz78BZGZ92Jy1s47L8Kq3QnqgEa59VFbZcr5lC0aQf0TZu1+at/eiqFCT5fA4H16nH0z1Y6XCfjczdmo8XIB3lg7vXClvDfkQd0T/LespbBy4AALQ4xnrkRYcRXaLG5gHCNq0sB2dOukf0lle2HHRppkPUh/6XuwibIg9RXuJqM5WiwXx+hl5P5gIAuhaoA4CoHKfbEbUmz3yeOz4cIkqLbYkAYXuziXW77SfQczeyYfqG72AnAECZchwY+yCW5rBJLXcJ28SSbUU5/zF6Dm28XwrbskVEFyk6kikkn1rTuTk/KVDEjTNC3jOn46MG7hS2qbvbAQCe9VDSa4+j8VGsHycy82/L9A2T5zQmjTQ4K6PpLaI6BfR04npP6V+L+1wPSTzGnwymbJxbGnD21Em9KDg4zpSDUstUoeBXh2fRSExkWkumIedRlaGecRUJCQmJXwOpXEJV/yQkJCQk0iI759GZM2eiYsWKMDIygpWVFVxdXeHj45OmTmxsLNzc3GBubg5DQ0O0bt0agYGBaeq8ffsWTZs2hb6+PqysrDBy5EgkJiamqXPu3DmUK1cOOjo6KFSoEDZu3PhZe5YtWwZ7e3vo6uqicuXKuHEjczsxcpEtISGRc6DI5J+EhISERFpk4zx6/vx5uLm54dq1a/Dy8kJCQgIaNmyIqCjeiRo+fDgOHz6M3bt34/z58/Dz80OrVq3E8aSkJDRt2hTx8fG4cuUKNm3ahI0bN2LixImizqtXr9C0aVPUqVMHd+/exbBhw9C7d2+cOHFC1Nm5cyfc3d0xadIk3L59G2XKlIGLiwuCgjioOyOoKRQ/ny8/PDwcJiYmqI0W0FTTyvgDvxB+BLUTCYlUKNOtrM8Ff3Y8O3S7ExUJOIeDCAsLg7GxccYfAM8ZFVtOh6aWbsYfAJCYEIub+8dn6jo/E1L7pG7p0dDU0MGL9kQDmddmk6gza3xXAIBBAKt5xI0LBQCEHWW1jvXDPER50DiiJRjvvClszzeR2kOhZaysoB5DVIMEM1ZMCP+D6QDBb2hb3eoaU0OM3lI7gp34GXbrfRwA8CHBUNgik1hdpLg+0TwOlOb2Dn7yAAAwdzBTH/RHkX7zENvTwjZrSFdRjh1EcRlhUdzePo6XAQBuudjTVsGDtuTzngkTNrWHrPkc/psT2ZS2+yuPo74y1uQt/EuDKgMAGq84z/ei+16UBx0gnelC27nPAqrSMwwrxcolSCa6iXX+EGFKvQflt3/u9dynBSaTssX76tye0EP2dH+WvsL2z3SiWuj7MY2hznpWMcmnTdfUAKtwpKpn5DnG726HYaSE8aEWEzTeD+O04esGLgIA/L5vsLAVGkOKJmpaSsodVYl2UnY2q6Lsv8S656ZPqC+GDWUKYIJCM+VfHmdzbqSomcSxH9LAktuWrz1RVJ7NKSdsBfdQX8VaMl0kpCstDDXU+f5zT+frlFlD49BRj8W+1VP6qonBG2FrMGskACC8MJ8n71ku+zancqG/+ftVZwmlgb/UmrW1K++hft63vjaS4mLxeMW4H34eDQ4OhpWVFc6fP4+aNWsiLCwMlpaW2LZtG9q0IcWbJ0+ewNHREVevXkWVKlVw7NgxNGvWDH5+frC2tgYArFy5EqNHj0ZwcDC0tbUxevRoeHp64sGDB+JaHTp0QGhoKI4fpzmlcuXKqFixIpYuJRpOcnIybG1tMXjwYIwZM0al9ktPtoSERM6B9GRLSEhIfBuyMI+Gh4en+YuLi0vnxJ8jLIx+rJqZUQyDt7c3EhISUL9+fVGnWLFiyJ8/P65epbi6q1evolSpUmKBDQAuLi4IDw/Hw4cPRR3lc6TWST1HfHw8vL2909RRV1dH/fr1RR1V8EsEPmYWmfGqOXpTFz0un/jVev8WpAdb4nvgWz3LqZ9PL6Oq8rnTu8Z/mY1S6rt+jhftjKGuqwuN/OR1mz2OvbtnPZYAACoqZQsc77APAGAwmF+SExq0F2UDW9Krjj/BQYPJb8h797EUe78sOpJKr06PSGEz/Ys1oTXzkQ/IoO87bqsv6UkPqnBc2JafaAgA0C/InmOjrewxO9U+JXthWQ4gnPbUHgAQW5i9qf6X7QAAS1Y1EDZwcj4kJFF71O4aCdvae+TxXGnoImx2V8nj6T+BPY0ax8uKcqo0dWI79iz3NCePeKu/OaNhXj3yRh8dVFvYlrTnV7ZGbur/WXvW83nuk+e9lAn3xe821wEA42+5Ctv0CgcAAEc+lhG2F0O570sZUZ+/L8PBqx8e032fvsGZKm0GkWfdx5dVrTUaFhTlx7NIH31URd6Cr1GMvMB3H3DnvplHzyiyL3t5o/Nw/7U/RgGdRbex1z7V060fyF/UeGN6xgef8H0V+ZvHF+5RBOG2tZytVK0EzUd+k/k86im63aOaHBK2gtrM+e29pBcAwMCK26OWlDLGuzCtoZS1PwAgdAjvooQV4R2X3Zdot+Jyi/nCNvp9EwDAkjkcsBleKsVTvY3P7bL+sijvfecEABi8lr8X7jfoOznqEPe9sTrtOJi+SERiQtbXNFmZR21tbdPYJ02ahMmTJ3/1s8nJyRg2bBiqVauGkiVpvAQEBEBbWxumSlrwAGBtbY2AgABRR3mBnXo89djX6oSHhyMmJgafPn1CUlJSunWePHny9ZtWQo5cZEtISORQyKh4CQkJiW9DFuZRX1/fNHQRHR2dL31CwM3NDQ8ePMClS5ey1MwfAZIu8p1gZmOKLpPawszG9L9uioSExBcg1UV+bLR+fxld35xG6/eXM64sISHxnyAr86ixsXGav4wW2YMGDcKRI0dw9uxZ5MvHu2I2NjaIj49HaGhomvqBgYGwsbERdf5fbST1/xnVMTY2hp6eHiwsLKChoZFundRzqIJf1pP9tQDBzGxRp9JE0tviVraZ6Seh66R2uHroFkICQrPSZAmJfw3fStPIbEBjehSS/wSZ4VrnkEW2zdUkaGolQS2JqBwVpnDA4tow2lZPqMLb4uvbNwMAOG/k4LJOnhdE+Xksba9uvFr9s2splNw69axoy/XoWqYNuLa9jNyfwuGfyxg7epNmtFv+s+K4jxVtuxtqcEBe6YoUVPhqB6dIN/ZhKsaeSqQj3dmYKS+BfvSC17BjSoJ1CVIMeFaQaRN2yziA0HIKBbTFWrLNtwFRBCw5qzi0PtKWvsVi9top1Dnl+8dSdO3kRH79dlxCqeEt3nLgWirU49hmdpcXJs69Sdf5zxqsqqD4jdqesJ6D5gK8KRjS8DoHbD4vRc/IfwJTOwI68zU3nCDKQkIjthXcSWPgaW+m/OiMIeqD1h/cJz5/2HN7Yqh/d4xoImwH1ywGALT25jlh998UWNaqN2t5633k/gmqQAPHZxBf224XXTNRnweVoj09d8VTfoZqSvOSzwKi7XSpyZ7R6x+JWqOxK7+w5QmgPj9TpZiwLd/pKsrWH+m+JkzZK2zjqvQEACRxHB3C+9OYiqlsIGw9JjIFZfYx0iNvOnOksFn8Q5QO8xus167v4gQAaLfJS9h2d2VaU+N19J1d71dD2Iwu0/Ne8Jzb3bc10UnazTmGmMhEXGN2SeaQjfOoQqHA4MGDsX//fpw7dw4ODg5pjpcvXx5aWlo4ffo0Wrcm3XgfHx+8ffsWzs4UiO/s7IwZM2YgKCgIVlZEb/Ly8oKxsTGKFy8u6hw9ejTNub28vMQ5tLW1Ub58eZw+fRqurq4AiL5y+vRpDBo0SOX7+WUX2RISEhL/D8nJlpCQkPg2ZOc86ubmhm3btuHgwYMwMjISHGoTExPo6enBxMQEvXr1gru7O8zMzGBsbIzBgwfD2dkZVapUAQA0bNgQxYsXR5cuXTBnzhwEBARg/PjxcHNzEx70/v37Y+nSpRg1ahR69uyJM2fOYNeuXfD09BRtcXd3R7du3VChQgVUqlQJHh4eiIqKQo8ePVS+n192kf29AqrMbEzRtF8DeK7y+sxDneYaZdP+2pKQyAnIaKco1YP9eKSpsDnODf3qObNVplJysj+D/gA/aBroQKMneWUf9uOsg+P3rwYArNRkD5nfJOqXs4FFhG2I4y1RLne5JQCgfzX2QJu2APQT4xClrYvd+elcZzqRtNrQPYe5MQo18a+u6wcAQPwdDoY73ZeyKHbbeETYPv1lDwCwCuUAt2g79iJX30uZIJM7caDX6CrHAAAHK9gJW2JFCr5DI/aWWs95LMo3z5A83KjW+4Vt+nnyRBr5sic32YBe4kaTOGAz1p0zJ+bxIk+3jusnYYtPyURou5Hl8a7/TV7X62NWCNv4QJajux2SEki2UZhwtMgcAEDVcsOELW447RSoubF3//jUWlTg5IOwy8vb4h8fUtbOmILsgX+XTIGPjoVfC1v4DOqrhLfsOc6vJC2nF0BBoM/deanRbDC1rfsKzjBZ4TwFNio68nfO3ILb+1cRCt5b+qqusM1atgcA8GefvsL26RIFYCqry71cy+/mkjbk4b/2gW0hW6kfe4xgr+aS+9Q/+ZTcsH368zi9FW4PABj3oKWw5V5G34Gg3pzx8ukY2ikoMpOzUs45+pso254mj3mHeWk9qgAwx6u5KKunDF0DdQ42jrXim7zShmX6UhHRj55DsjmPzZWHKUA3OX8skqNjAVz87HMqIRvn0RUraLzXrl07jX3Dhg3o3r07AGDhwoVQV1dH69atERcXBxcXFyxfvlzU1dDQwJEjRzBgwAA4OzvDwMAA3bp1w9SpU0UdBwcHeHp6Yvjw4Vi0aBHy5cuHtWvXwsWFg5jbt2+P4OBgTJw4EQEBAXBycsLx48c/C4b8Gn7ZRfb3glnuXJIGIiHxi0B6sv8btPG9DMv4cATrGItFtoSExM+J7JxHVUndoquri2XLlmHZsmVfrGNnZ/cZHeT/Ubt2bdy5c+erdQYNGpQpesj/Qy6yJSQkcg4kJ1tCQkLi2yDnUZXxyy6y09ty/ppNGWmO29t+dvx7tUdCIqdAmSKS0XcgvePf6/sjPdmf49kbG6jr6SLvStqe72F3ShxreK87AED7uImw6bUkWsHmYluErbZ3H1GeVJUCuzyWtxE2N9OzQBCQqKeGl22J/jGzLkVdRSVzMJ9mWIL4N+Agzb1ru/Mc/awHBR9O28G63OM8dgEAJp9qLWwKDX54Wp+IglJ0NWtHH1pOOsr+veyFrXpXCjRzVGO6w7NefO2EnnTOUrpM6Si0PWUrnj+CiOlEkbDS5iyITxtz/1nfSgnYS2TN4/etiE7y9IKZsBVedxcAUL5Od2GLCuXgxfz7KOBv9mKmk/zeZxgAwFaPgwH1fEir+VUQKyLkfkRUlccjWfPb9GAevldruld1LQ66HNyF6B27hnA0pLohPUutKkzpyTXypSj/c98eAFBs+Cu+h4pkW/WSdzTy/02ff91OmBASysGCk7Z2AgDEFeCA181mpOHdaslJYTvYi+gkr5vrC5vaMz5PQrdQAMDL9RzQaJLS9GNtK/PFO9NnXh4pKkyPzBxFWTOK+ke75Udh63D/NQBg2XN7YSttTP18bzwH5RrYK2UCPUnXSVISevM4QoHFjss5u6fOZhpLuwI5C2ZEPl6+vatDNJki67g9Jj407iNtOQOlw75wAEBsHn0kJmiCw2MzBzmPqg4p4SchIZFzkKzI3F8mMHPmTFSsWBFGRkawsrKCq6srfHx8Mv6ghISExM+EbJxHfzX8sp7s9DxegbXp1571F+qlesvS826Hti6ND5W+rI3otYIyda3wnoMG6m0/Oy492BI5EelJ/X3LeT70c0ZSfCyw/mAGn/gCsnGb8/z583Bzc0PFihWRmJiIcePGoWHDhnj06BEMDAwyPsF/BLt9gKYmcGj9NgDAlnCWdetTkKTOljWuJWy1bSiIa3Moe9W8yq8V5crHhwEA8jYJELa4FdoAYqGvHYfuVemcqd67JAVnYrTMkwt4Hw3LPLkQGkBeVs1i/JoqNoT4k4pS7Bmcakge86IT7wtbeNNSohzdibyJCeb8DBJnkWdZwQ5NnDxdjvrDk72lwTXZc1x07F0AwIBHLDMX2ofqOqzje4jwovfE20ccDBjTnIMum8w7AwA4+gcH8ZnkIld4twkcXBfmQt7YTibsqe3rwqoG0famAICyOuxG179HXvbHE+yFrdl4eg4fPfIK2297SIf8yU0O8rK+Hi7KCnW6n6cD2As6+0JTAIDpYK6nqUHX1rjJgZ2WuhyAqmNNXn3fbvz9r9OO5OaOn+Tx86E5nSevEoU2ypqvXaMnfebxMA7wuz2OtJNPPuOH2GXlDQDAy5M8XpPMOPCv8z0auxNOlhE2w7bk6W834oqwzThEuyKB1bhvVzVYJ8ov40kWbvbVxsIWW4CyRPYvyHKW87aTvGLhw+y9fv67qSi7LyIJwE1DORhSvSftcDwaxeuN4l2ojfU8Hwrbs0acZVM35TuUbMjBkDX6UZ95nqoobBGF6TvlX0uB5Bh1gJNBZg6SLqIyftlF9veGvbVZxpVSUCgDpZEQ/08yiFJC4j+AGjKxzZnJcx8/nlZ0duPGjbCysoK3tzdq1qyZybP9mjD6EAv3+rRo1FRLpSIo9XRgiprF+/e4NmoGAEA9no+rx6QsmO5oYp+NM/bmrprdTZaQkPg/ZOc8+qvhuy+yZ86ciX379uHJkyfQ09ND1apVMXv2bBQtytym2NhYjBgxAjt27Egjv5IZWZR/GzN7Ncm4UgpWeM/56vHNU3bh7ym7v7VJEhISmUUWpKfCw8PTmHV0dFRKCRwWRt4rMzPVf6D/6lBPBkyCYjOuCCB3aPiXDyYA+klxXz4uISGRfZBSqCrjuy+yVdkyHT58ODw9PbF7926YmJhg0KBBaNWqFS5fzt5Uutbngj+zKW9jK2v5puJ4z8EAgLHrjuJ1IAUGmXt/+qxeoeJ5MGxaa3hM2Aufo9fp3EpBk0mvOVgmxP/zz/8IkMGZEtmF7zWmLFZdRaIiIeOKX0BWAnZsbdMGP0+aNAmTJ0/+6meTk5MxbNgwVKtWDSVLlvxq3f8a9WZcgq6hFkodJhqEhW2oOHal7HYAwKz3rDt9VpeoGnuKbxa2A5GsmZ3acbuVjltaGgHvw5GkpoYPenwuADA04gBBg0DWZU6lCyQqpYmMD6Et+SQTwK+hNt61SIbhWTqubsE/ZgIrsv8sVwqlwWMLBwh2WkAZFnNf4G38oClE6bCuyXrRbpas/73ySgs6vp237I1a0zX/Ws9OE3cfCsr0N1VyGmkxXWT10YYAAGNOMIh4Y2pvWBIH7K0/WB8AcL8u0zzybvQT5Y9xoQCAUpuYvpK7Iu0OKPT5eqdek4Prwsz5wta5VX8AwLm9i4Wtyx53UY7uR+d27MJa31XPE2Vh/TmmYpg+or53/J11oE/dY511hz00Fnzr8pfO8wl9H4ps4/fgkRNEVfrYgsdCt+YcTBvahWg7SbpKAZajaPkSV5v7bFwtogy1aMOybC29WH7tegRlMNX5wOexKkuZLP3iWTTcpQ6l8Cykz2Ohjh7/OBzvQzsour5MaQElCsSWYc2EaeZS+g6sr8fZT62XGory7AiiOsV24B+MRTtTJtTAvkyniS1E9BT/eH4exkrtCfqHxlr1daxN386EAnnvnXESNp3TdwEAxdx1ER8Zj23IGmTgo+r47ovsjLZMw8LCsG7dOmzbtg116xInbcOGDXB0dMS1a9dExp5/A2aWRjCz5OhqDXOjL9bV0/l6V8WmbGM+f+SH53coklojmr/IST6v0v2chITEv4gscAl9fX1hbMwLQ1W82G5ubnjw4AEuXbqUYd2fHYaro9B59TXx/xbxdwEAVjrMzUVACnc3A69Wsjp5u6OstbHzAi0yXsUx9/RmO1J4eDsz42cgISGRTZCcbJWR7Zzs/98y9fb2RkJCAurXry/qFCtWDPnz58fVq1fTXWTHxcUhLo5/6f3/9m1W0aRdJXQeVD/jigAmdm74Xa4pISHx30FNoYCaituXqfWMjY3TLLIzwqBBg3DkyBFcuHAB+fLly1I7swPZNY+qRSbDUMkDbYj4r9QGrKPD0hqiv0szJCQk/iVkZR7NqcjWRXZ6W6YBAQHQ1taGqalpmrrW1tYiR/3/Y+bMmZgyZUqmrp0e9eH/lQ6O7rqB7bbvPvus8UPuFsf8VpjYuSGmbjmJx2+DAACme//57DN2dcphzLwOaWxf0/v90vH/Ej9aeyR+TmSkPf+t51YkxQHPMq6bLpKRRtM4w7qZgEKhwODBg7F//36cO3cODg5fD4D+t/GleVRdTQF1tWQ4LqXFr38dVor4VIa2pIstDxW2WjtoS77Jnd4AgC5h1zDc5ow4/iGBaIHJSUzZUOZXRyqpRgBAVCQreFhEh0NDoUBkpB4We5DCgzpLNSOuBZ1TX4epfyU6UXsCLvAPmoJ7WYM6wp4cPCNP8Ta+Rit68T8dxh5xxTtq9+Vg3tF8vIm1kQsuegoAuPmEqTEFZtF5Jl6sJmzNb1N7Np9ndQiHgkzz8POkVO4Fu7K8482HRGNYebGOsPX6jbb+L/XgNN1r968S5b4lKU7Idh/rKb9LImpJrhu8i2q56i618Xo9YQueSD+2GmwaKWzWGtzRVm5E24jdzX3xJoZ+PB34bZGwtYkaDgAIm8zcF7VufJ4xy/8GAMzr8ruwvWpB9I42u48JW/GNlFbdUEm4efV+vs64gsTF8J/Az8tu1gMAQOhA/gHcoDfRYCJs+R1u/4bpZdcu0+6I5e/+wrbG/ggAoPasEcIWXYN2YaLseKz+VolpOw0vE6XjdqcgYTs41x4AoKfFk9PK3ynt+ovh/Dw0SnI59xXqU/1NfJ6n0+h5F9rGaeV9+pIazusLrOVdbO5bUY5LCRlbZ8G0lMuLygIAtHX4h/XLqaQ08vRmMpJjVIuNSBfZOI/+asjWRfb32jIdO3Ys3N2ZLxYeHv4ZTzIrCAmOwOOPgZ/ZzXy1PrM9fhuEJ770RbC48zn143slrZGQkMg+ZKcHxs3NDdu2bcPBgwdhZGQknAYmJibQ09PL4NPZj+yaR/92rYKOUx6I/ze92wsA8MmfFz/Xx06HzccIRFprY/v5Smk+v2xRS1E+sXkqrKP+z9MtISHxQ0F6slVHti2yv7RlamNjg/j4eISGhqbxZgcGBsLGJn0d6oyi+T/0o1+5FquuCtvXPGepetkA4Dj382BI5QBIc8/PgxSfrq2Q8tnQL15DlTZKSPyKyM4dkSSf50j6hsDH7OQSrlhBgXW1a9dOY9+wYQO6d++euZNlA740jzYyeAhDQ3V0PHYPANC3cS9xrPsZ0mWus4sDAJdfoVga63w8N7Z80F2UFSdJH9pUyYOlHkUBclERelg1ixbVBoEUnKepFB+oYxAPRNG/fYdQ5sjDzVjn9/Vc8jarK0VT/bOBdkmn7t0gbEuKcbCp2Sya7wP12QMdWiPFQ+/OO5lbb5P2evnTg4VNqwW/H5baUXtu23CA5dtqdK/7O3Aw4MpbKYF4BZk2o63kJU50Jq/+m1XcnqJPyHNq5sHtuVKTOsZnIWsfN148SpRz1aX+s9Bmp8+7IuTBz73yg7ApTOjHzs0VrCcdWpL6zzCEdxuiLdnDahhGbaxgzj94dt0lD6tfB97pKPCOgusiD/M7XuMeP9A5vbsAAN4O4ft3WEz8oBUv+MfVnyMocNRKM0LYDoWXFeXAQeTBtfPkHZHQNnRc3Yg9ta1TNMgXXGJ6Z2Q9fg4G58iB5mzFfVZpE/3wLHApVNiC48hz7H+bPfS2Z16L8hBzikGospjHSv4d1H9v+LZQ0ZGyX062vCtsU95yWkvdAHpez3tz/yWa03NNXMi7MXhE7dGM4ufl52ovyjbnyettfYz7L1XVI6ipnTCZpDjZ1RPVkRSvDpZjyCQkJ1tlfPdFdkZbpuXLl4eWlhZOnz6N1q1pO9DHxwdv376Fs7Pz926OhISEBCMbpacUOdxjIyEhkUMgJfxUxndfZGe0ZWpiYoJevXrB3d0dZmZmMDY2xuDBg+Hs7PyvKotISEjkPEjpKQkJCYlvg5xHVcd3X2SrsmW6cOFCqKuro3Xr1mmS0WQVqRQMVYMKlfWyleulUjoA3o7OP4MDVlLRouxdAMDF2ryNWSjos2rptjEzkLrVEhLfGdID8xm8oopDV00Tf69oBADInciTWUBdolpsW87pt/sP8AIAJCnpV1/sysF5H2fQ/Bp/gml5CoNkIBawMI7Aiemk1/x7sQYAgDIXeLs/dq82gBjExmjDVvsjAKD5kZvi+OzzlNrbbizTKp6OJ/qCMkXkQzeem9VTWCRxFrzVfqgGvW/cP3DGyE6l6dz5ajJtIszeSpRrXaMgQctqHDTnf48ojgY1+dyGj+jfeh1uCNvB6+VE2SxFh9z4LQee9d+2HwCwaBAHz5c7TVrNCcOYdxM4gik6dbpQAP7mqxx0Wa00BWcG5WeKgO3CFwCAZDemWkQ1ofZGJ3Jg4/yWm0T5cG+iYlQzfCps9/rQciGmNqck19WkvjJowhGLBSpw+vp4M6K6LK64VdiG/NaTCvYsK7NxiCsA4FV7YYLjOA7sq3yYdK/frOK+2LyXqCEd/+FU89fDaOe8fHGmg8QmcYxV1CuiS+15yFSUXK/p3xdjeDm0sAINmsGe3YXt2VOm9zRfWhoAoMFZ3hFUjvr0YIMFwnYqkjTD17m5Cpt9DGuBK9TpO1Rw+0c+UTytP3xdOV7Ce+g8AECduX8Im+kLXqeElCWN7w/lTIVtQ4uVAIAEBY/nUto0Bro36onEb0nmJOdRlZEtdJGMoKuri2XLlmHZsmXf+/L/GUKCI7Bl6SmEBEdkXFlCQuI/gVoy/alaV+LfxQbnWjCMi0Wkji5K4uV/3RwJCYl0IOdR1ZHtOtn/JlT1+H6pXqq32YJVknB+f1OMKgaUbfUQljGvAQAH7zgBAIooeadDihbClmWnAXw/D7T0YEv87FA14Pdfk7aUHpjPcGZgZWhq6CJ3JHmg13ltFMdSfWUW6ixl1qY8SeGpqbH3VpGby8EBFKSlHPiIWPLYBcUawfkQyb5N9t4LAHgXby6qHTKtLcrbHpDHdEhRzmLnXvMEHWvSWNhMfejaBa7y68znLmc8LD6T7ivB2kTYht0aCADo/uSQsG3s6wQAOLyMpePK7RkuyiYFyIs8yIHlCje0IIk/RSJfz2cVnefen+wtLRjLxxXjyYOdPIE92YsGdwQARA7mQMP991M+35vHoeZjU1FOsqc+LT5dScKvFGXj1LvHWSnPXyava4d1nFE5wZ0UXnJPfyxsO4JYHu5jNbrX6Z5NhW36kwMAgAVvObDx2S0KDNSwZ++19rXPk7otbuEqynaLaRfCXJcD+x6Uo6DMpbXWC9uiAuzWfjLNHgBQ9spttsXTTknSSQ7EvOxEQZ5FB94XNg1LPv5mBgVgHqjO2T97nqdnXL8ge+0X/94WANBsubewPY/gnZnHNUjOr+gq9sZ/LEPXnuPXSNhy69LzVBvDu+caI7ivPpY1BQDk68lz3r1bBQEAt9rOE7bKW0heUM2Sx8LiYWtEeVYzCqb8UI6DcrsfJjlD7dzcz/k9aMxsOb4cERHJKMIKlZmDnEdVxi+1yJaQkJD4KmRUvISEhMS3Qc6jKkMusjNAUHQkFt65hHDN0P+6KRISEt8Iqe/63+Bvp1owiI/Fh/zaGVeWkJD4oSHnUdWRoxbZ6W1dO3pzF6TSQJT1r4NiouBx5zKK9GbdUceiKcd/4OyNEhL/FZSpH6oG/KYXgJwtmvJym/MzhBQ3hIa2Lj6WI31nI3WeE2vOoK10q2scNBe0hqgPboXPC5tyQplcKZLaJ8fNFbbOrn3ps9bGME3JW+PxgLbkw4pyPyfXYY5J/nVEO9g2lJPXHHUkislaKw66zPWUSC2nTjM9o+hObu+jUSnBi0r0lVz3KRhMV42DxxTqRDuper23sBXYy8FhvdaeBADU0GV6hsY/1PbpizrzyRPpnLp+HJ/zqjVv4xdoFQoA2P/4tLA1GtEGAGA8k6kNHRcTTcZzKGeBDFQKXtx6h/rFMYq56/VnXwQAbHzASl0WnvTv7ljOBljIhwIVQ7rmEja/xrlFufw1Cqrsa3ZC2Ob0SdG8dmGt9UQrule7FRxcqHXjnijHVSM+gloUB/u9P0MBfS+KMF1G05j68cBHDqB901RflM3v0/GCuky7GLGvGwBAYc8PdmZ1Gh9jV7QWtkU1tomysTpdc2yttsKWnMI8GmbFz+O3ZjSWRpjeFbYIY04odVDXCQCQfx0Hom71JrpNYjDn+/A5mMLHUJpKjM1Zt9vQj/pvtcMBYWuynoIb2xxhDe6E9vSdK7iD9canVW0uys+HExVqQ93VfLwPBYS+r8X0neiJpPZWa81IJMXFAhiHLEHOoyojRy2yJSQkcjgUUD3Nb85+N0hISEikDzmPqgw1xU+YQSE8PBwmJiaoV3g4NDV0vrsXWdkTlwrlLJHKEoCpUM4SaXaTftX/qtkd/7UgNYkfCj/Kc09UJOAcDiIsLAzGxsYZfwA8Z9QtOwaaGroZfwBAYlIsztyZlanr/ExI7ZPRVxpDx1ALlweQ7J1aMr8S/t5NAWLzP7BM3OXp5LEzeM/eyWAnDuayvhoKAAh0Nv3smorG7PkLf0nHC4/iYLbgffainJxM3uq4BPYFxb01BACY/8OBlmZbSOLv+awKwtay7nVRPvKCpP2M9NlzqreCPLi1Z3Aw4In3KUGMO3iuz9WdZeTU3cizGrOYPZEJSSkSdhP5/vfvWwcAaN2kq7AptPke+m8/AAAYs72LsBVcR8GAMYVZMvBjSfIYT3HbLGyeISyfd2M7laMrcfBdchL1i54Bt1HnBI3dgl04sO/lRpKji+SEhrDfz17yRluoXw780YDb7bEHAJBHi5+h+4wB1AalwFeHjSzn97w/XaC360lh2+frBAAIfMZe+351KJj04keeY97v4UR2rn3OAQA837FmXq7m5MF/MZflGsWxB9ye2N84mHR+KcosmeqVB4C3DamftSL4M3a7yeNrupHvNRl8PLw3Bes+7cVBu5WcfQAA9zw5mjA+xUNfZAn3ifMx3nm41IM898+GMY2qRH6SiFxbYK+wbQkrBQA4Mox3NZSDKXX70nflyRD2olsVpeM1bV4I28FDJFlp9FqBpPhY3Nvyp5xHsxnSky0hIZFzoEAmtjmztSUSEhISPyfkPKoy5CJbQkIi50ByCSUkJCS+DXIeVRk/9SI76dlLqKlxwEV629lP1/IWYpHeFJHDmR0zpnSknsdCaXs8KZ16RXqnY0wHP8qWu4REZvFLjNdkQGnXN+O6OQB7D9aAho4u7KJDAQBBlVhPel8E0QqOvi4ubHn2USbDZg9ChK2ryRNRrjvNHQAQVoRfrqMbkx71vi51hS1+LAUG+ixxEra7ZVmjuvx50rIukidQ2CK3EGUjtDsHFS6bcg4A8CKBA+7+eNBGlAuMIhpENMeEiaRpdQxZJxokfYxrTzjALTiKaSDjDh4HAMQqlN45KYOk9X4OjE9Iue0n/Xlr3LYgb+2/jieaxK2eC4WtVJ5BVEjiwWlzjs692pW1qvse8BTlZ02I1nK5+A5ha9OyD92fNz+PmGNE2cijx7QJBzd6790O4ayCavs4QG7RZaKJ6JXne528g7S8W/x2RdhC6xIFR+M1UwdSKSIAoFWc+r6byT/CtnteQzqmxMosq/caAPBEl+kOn5oFiHKPXDTmNt7md/eHJfRu1zRnuszgUhSMe7VKAW6jKy9z/tpKfekw85mwffybqBhWK5hilPcq3c+8vKeE7U//2qIcEUFjpF5NzjxaQI/GwLWiTHMRc00yTyZbDjDlI9d0yq6q9pD7Ptyarl1rzUhh29OTsqQeTeI2aHdi+lP0FmrPpaKsrd1o4SgAwK2mHNybYETtiDVXR1KcqhNhOsjGefTChQuYO3cuvL294e/vj/3798PV1VUcVygUmDRpEtasWYPQ0FBUq1YNK1asQOHChUWdkJAQDB48GIcPHxbZxRctWgRDQ0NR559//oGbmxtu3rwJS0tLDB48GKNGjUrTlt27d2PChAl4/fo1ChcujNmzZ6NJkyaZuh/1jKtISEhI/BpIlZ5S9U9CQkJCIi2ycx6NiopCmTJlvpgRfM6cOVi8eDFWrlyJ69evw8DAAC4uLoiN5R8dnTp1wsOHD+Hl5YUjR47gwoUL6Nu3rzgeHh6Ohg0bws7ODt7e3pg7dy4mT56M1av5l/iVK1fQsWNH9OrVC3fu3IGrqytcXV3x4MGDTN3PT+3JlpCQkMgU5DanhISExLchG+fRxo0bo3HjxukeUygU8PDwwPjx49GiRQsAwObNm2FtbY0DBw6gQ4cOePz4MY4fP46bN2+iQgXa7ViyZAmaNGmCefPmIU+ePNi6dSvi4+Oxfv16aGtro0SJErh79y4WLFggFuOLFi1Co0aNMHIk7ShMmzYNXl5eWLp0KVauXKny/fxSi+z0trNTKSLK+BJFJJVGkp56SHo0j6xQP36FLfdf4R4kVMOPQm9Kbcc3t0Eusj+DXrACGtoKlN9Iqahza4eKY22MSJFizbHfhO1DH9Jg7mw8X9jClLbDExrT502Pmgqbx0dXAEBcJ65XqA1tz7/bw1SUajeYd5cURlSF6K15he1dil6wwp+3160r0Gus/rEebLvEm7SRJaiufnOmLMTWIqrFoDX9hc3yDilyqBnzczdZxKoP/8wnasXNjqxwkWRMW/tamw9wvRiqp5bM++mHS7BWc+V1lCK7Ry+mquQ+9fmreMiUnQCAKds7CtvYraxYUr0x0WNKHRnCH+pH/evozjSXyANEwSg1hN97nsFEkdDqz3SQJxOY8qGhSRQDh41+whbUkGgg9zvwnKDdjmgKSdpKqd+Ls0pJ1Eei9zSa8YewfapKz1A7kO95yO0OdN07/FxjrXis1PIlvXbtIP6Mdhj1r85tvldPK1KS2Vx4l7BtOltalF0MKd18z2nDuY0Fqe3vdhfje2gdCgBob9NH2NQSuT3LL5PHc+w7/l6c601KITbFecyYPCaKTsBqpg4lPuW+2lliE7VnNj9D7XX0TDYdZerUiuDadOw9U34eT7bnz4SQF7fxPKY7lGhP4+vpBr6v+n3vAgBO3iqF5JhEZBlZmEfDw8PTmHV0dKCjo5PeJ76IV69eISAgAPXr1xc2ExMTVK5cGVevXkWHDh1w9epVmJqaigU2ANSvXx/q6uq4fv06WrZsiatXr6JmzZrQ1uZn5eLigtmzZ+PTp0/IlSsXrl69Cnd39zTXd3FxwYEDBzLVZkkXkZCQyDlIfTmo+ichISEhkRZZmEdtbW1hYmIi/mbOnJnpywYEEE/f2to6jd3a2locCwgIgJWVVZrjmpqaMDMzS1MnvXMoX+NLdVKPq4pfypOdHfiaBy2neXS/mzdR4qdBVp51dni/v9uYk4GPn6Fez2vQMdRCZBJ5lTzbVhXHPBMoq2DPA0eEbfOsZgCAJCVtrlbTOEjr4HjK9Hi0COsFtzeiQDwjdfYcRbchb2nVtRzMtqW7hyi3PUTePe1PrMetiKPPOy5m/eLxlSiTYdEinIkRRbj43Js8sAsWsidbQ+0uAGDckp7C5l+Vzu2wmwM6nwzjQKnGGuQtfDzYVNhuN6P2Npg8gu91OGlCKzS5f+pNZo9YXHnyINaexZ+x9KXgvch87E1OSvGBje+4U9i01Nj7uKE8eWjz7Oagy5Br5LVOLMnBd5rN6PjO3o2ErYgHeTlfRbMnW+cFXzvBmAb/y152wlZgEwX5JVlyYOy5vvSsa25gT3UeU/ZYag2kXeH51w8I24ko2rnwqldU2PIdos9E5OU2vAxjDerkXbTzEGPBX975/dcAAEasZm9zyCZ61rHTuO9PlWTv+Nrp5MEudJx1qz9OyQMA6F6Yd70vq1EQ3cdS/NkIpXjGxhvJY6wcBLqvM93PoXa8w/NHdcosmWs+L9bCmvI9/JbieU7mRJewbkJ99mdX5hBrBVL/PO/Oi8fiszjoUhFF48f6COujPwulPiuf4r0GgDvLnQAAF6fORUREMkqmddSqjizMo76+vml0sjPrxf5ZIRfZEhISOQaZCcSRgY8SEhISnyMr86ixsfE3J6OxsaEfkYGBgcidO7ewBwYGwsnJSdQJCgpK87nExESEhISIz9vY2CAwMDBNndT/Z1Qn9biqkHQRCQmJnANJF5GQkJD4NvxH86iDgwNsbGxw+vRpYQsPD8f169fh7Ew7Ys7OzggNDYW3t7eoc+bMGSQnJ6Ny5cqizoULF5CQwPKGXl5eKFq0KHLlyiXqKF8ntU7qdVRFjvdkK2tmp4dvCXL8UYLGJCT+TfzQYz1ZAaipOOkn54xF9r6LlaGuq4tLbUhjV+P4eXGse11KP715ZjNhO/wX1VNm01heZfpGh/FEHek85qiwpdZdG8b6xYvvk15w7mocXNduPweA1alKUlnX8jFlofgfoQCAJ9PMhO3xPScAgNl1pj6EOHE2g4GNib6xoq2rsPXeRfSXvF5MtfCvTfrVu49v5PY04PTboIzcMMrNGt2dXLoDAKzUmGJiphEFAHBcwkFqm4+vF+WjUXQ/m3dy0NzzdkSTeNxmibDVH0za2cl9ORDf/xmnfFfMpvGp9pT37fPeo/v+ff0xYdtRkigUzzaU4utdKUufnRUnbLpKkuHJ5rT4iLPk74DPYKJVFNzNutQ11zNNKBXlzHxF+VA/oh5ZavB5NqwlneHEZdw/oSEUvKg3y1TYgl2ZWoQy9HnNSDYZqFPbCzbltOERU/MBAFpP4nYdejtXlF0WUXted7UXNscFNAYOzeP++c2TgoD/3sea33F5mYph9Ija9qCJkldzGP0zonE3YfLtQM8rviI33MGCn2f+GvS9cdDncbh7A2nJuy7l7+HWB0TbKpT7rbDpVOf2zLU7CAAYUrWdsAUvIKrTkGJnhM21uBMAoPX4kUiKjwXwJ7KEbJxHIyMj8fw5v0NevXqFu3fvwszMDPnz58ewYcMwffp0FC5cGA4ODpgwYQLy5MkjtLQdHR3RqFEj9OnTBytXrkRCQgIGDRqEDh06IE8eGsO///47pkyZgl69emH06NF48OABFi1ahIULWbt+6NChqFWrFubPn4+mTZtix44duHXrVhqZP1WQ4xfZEhISOQhSXURCQkLi25CN8+itW7dQpw4n7ElV+OjWrRs2btyIUaNGISoqCn379kVoaCiqV6+O48ePQ1eX+fxbt27FoEGDUK9ePZGMZvHixeK4iYkJTp48CTc3N5QvXx4WFhaYOHFiGi3tqlWrYtu2bRg/fjzGjRuHwoUL48CBAyhZsmSm7kdNofj53iTh4eEwMTFBbbSAplLGx/SgnPHRcW4ogLSeNmVvcyp+lGCvHw1fC3z80e7/e0kuSnwffKnv0xtTGY2zxKQ4nH62EGFhYSpz/FLnjPoFhkBTXbWAm8TkOJx6uThT1/mZkNonvc61g7ahFsZY09ZoXxeWwkMCBdoF1fqch3h4EnsId0bwi6e9EXmgm09hb2Khnj4AgLABHLi14BB5d98k5hK2gEQOqjsUVAYA8OgsZ3Izfvn560q9PXkGA9+yd1vZi/x4CD27YsvYA/1kEAe0pWJ8jcN0LIa5nvf7slyfT1+SqzO2Yq9keACdp09V9jpu2V0PANCtnZewrbzIi4b+Nc4CAM63KSNs67w2AgCqHeBgyCIj7wIAfr/3v/bOOzzKavnj3xTTCGkEEiAEAlJFBQnEAApCFJCLgIqKUQIqUuIVLgpSBO6FSxGFix0BEZUSQAERAcWEIkoNTQQDUgTyIwkt2ZC+u+f3x9k984Ys2U3fTebzPPvkZd4257zvzh7mzMwhT+2nM2glyzHTZULk7FOU0Jh5VXovQzeRd9vJ5EnsOJMS+47FyqTJFh/QypB5RvK5JS6X+/uN3K1kBUYXAMDGb7sqWeON0oO/ZMtSJXt0GZWRM1eDbLiFYlsfWS/bteVNWv3T1VROLjuIvptfvUurF46IMSXBpmlc2ddNFw+gdya3oXzWHsmUfHm5D3n/s0LlnIprffLGGy7LMoPu1yh61jNN9tlHUz5SsuiNsWr756ekbo+tpnc8spssD5j0Cb0zToPlu1lnON3v5NQQtf2/nrK049tLqTSjV4q89/2jKVH3ucB9AIBMI61GOu1TOufRaLl/088RStbiQ+n1To+k+90Kkc/Q86oRhvxcHF7zNtvRCoY92QzD1BzYk80wDFM22I7aDA+yGYapORgFgIqJJWQYhqkRsB21mWo/yNau+GiwsN9a6ENqdznVdKdVIssDRwljKE63itDb3C/mZwDQc7DWZ/Zc19we6o1X1jtnra1muTYB2dJ3TfsuGPJzgTOlVEgY5cfWY2sAF4Y3hKuLO1Z/K8MXFv/4hdo3ovsLAICgHVeUrOcmOY2ttadGQVPtq3X3FTnn3JOy5nHGMxQa8maP5wEAZ+dS6EbYfynbX+8vp8bnLV2uZAXC1XRvCoc4akokdG9INaTzIuinzTBCtuvLHz5XshcHjQIARC+n5MzpuwYCAFovTFey9dspYXFDlgwjedqbFqN4MrwfACAwgUJRGi+QKzHu2EpT9630FObg/4hMjDSHiADAP47Jet3PPUTv/mGjjDE1aoqAGdyo3ZuutQMA1FpD4RK3usoBTXJ3Om7S4xsBAN+0b6Jk+ZtkOM3Zbi5KdnEMha/AT/5Z+UdHJXqkmfzS9ehPVRt2dWgGAHi1w0Alc12crrZ1phUfjW5UJ/qzrY8BANzbk46dB5wEAMxq8BPJ1lDtbZ/W8tibg0nf1u/J571I874+P06G2+S9SW+n1wr6HgclymTJ1A5U/7wgUj67PEErRzZZfgEAMGP3ICXrF0djidcinpLXHkxtuPaifMedImhQObWFTLB12UWy/VnN1PavmTIUyucC6ehskMfu1KxUeS5cXvvaZgr9CPmaQn1+jZIJxXWO030yHpTH3mpIfabGxSUYI1uE7ajNVPtBNsMwjIKnORmGYcoG21Gb4UG2BbRet8BikuZKksx1+7477bdnKtIDa+na5u3AUnilbe1nax7Usly7rOdUJLb2X0l0Le4ca/1sre/NsxlBO69Cb8gr9thi4WnOIlyLCISLmwdOZ8nkxrr+5CH7aMcKAMBX6Z2UbN1s6Yk0TCYv3ie/URLbrt6yDJZBk3z35de9pCyQ+jS7uSyZ13ARyUKWnFPbJ29K7+cHrz6nZNfvMVUQ0DjHXhy9DQDw4Z4oJWv5Oa0S2XHJUQDA0N60uuOQ9T9IfYRm2TrTptGbqhQYNTdasECWR+s/lcp89U+QXv2N/en9vrxCJoQ924w8n9G+tJ2QLb8nwwaOUDLzXN3RDPJypr0in8fa/lRGThdN6n7aWHrhs9/5Xsm6fCc9uY1+Iq/+e6GPyrZOI+9t0ynSs97yF1o18Myf1GdmPI96qe1jvrL8mfNqWonRECa97MYQ6sdbNyk5z/e4LHXX8HtajTN/qezTv85SMm0Dj3QAwNAHBtC1Z1Dfu/WTCZaftfhOyRbOlyUQe2kSLWvXku+S+2Ka/Zw8b7naXjBCduDq12lVxv7fylUgW8yl6bE5h+T7kaKnWZbXD9N7GNxeviPZHSmh0Wmj1DfgEJXj++QxmZQ64kfy0G9752G1nV3PNEtBubYI2SifSWZD8lpnL5N9P+3fK5RshniBzhktz8noQN+lTFOSo3ZlRq9UqWN2XWcY8sqwTArbUZvhQTbDMDUH9sAwDMOUDbajNsODbIZhag4CJfhxqFBNGIZhHBO2ozZTowbZZZkC1ybfwbR9oyMl6QQcpOlCkhet0d1i1QUlO/180RrdZQkrKGsYgzXM17RWe9wcGhC082qRc61du6yU9BmXJqG1NLpWRHhGRVLebdS+C7Dynlp6f8zbhqS/YBAFRc6xGfbAFEG4ys/eDTLxbVg/Wmkvfbi0dafGUnJd66Ny6v77ZErM8vDPVdujHhoMAMj4jNYwaLxGTmdf/Zhq66amy2tvGzFPybpr6kQ3WydXtDs7iK7jd0o+k5vtKRwi1l/W4P75/Q5KdqUn2etVv8hV/jCa2vx3ngxVWbKPpu79D8ufw0FfUX3rQf+gEJM6tWQ4xfzrDyjZ5EC5MuBnj/RXsvrzZAjBYE2iXL9ECg25y0Um5fVYTEssbtwtw3FafUAJkumt5dS+x81AJftpKNUmf7ZJdwCA7mmyx/6+MjYgaBqFPtxa2hIAMHLCBiW71k+GQWhrdYupahMuLvLeOe0oHCInXYabhA2j0I+tLWSt7sf/Gkcn51GYx6KxcgXLmd8/qWSXdzcCADQ8QcmJ93WXq0SuG9lNyb7rs0BtT3pI1gf/d5eX6Tbzb5j0SVKy86NlW7PzKdnvw4s91bb7cVk7euS4sUrWYrfsq78+pPCMieF9AQA3H6Ma7XGz3lfbT/9tOj+ZhlCnR8kwmeafk906OUHWhc8V9A6ndNXEOjkXTQrUtZexIyHraXVHkSmTM2cGUoiIJgoEyU9I3f370bPRnZf3dnKnftYVyBAR3+NuNi/YaBG2ozZTowbZDMPUcIxGFF4Q3NqxDMMwTCHYjtoMD7IZhqk5sAeGYRimbLAdtRkeZFvAUgiFduraHDoScNDyku5muTacZMuObwAAvRq009yn6LllCRco6xS/pdAYbbu1YSK3n6/tM/M5ha5TTvqWJLylMrGml6Va31qqKlymNNe+0/WL64M7td/SOeb92jrM5uNcWt4NYcgrQ51s/nG4HaML4OQCtHtC1ire91srta9llpx+bjMjS8n+9+taAMA3GRQ2sWdIY7qgl5w2v7mbqkekzZVhEE6aVbELWsoQk5eGvK5kdcKo4oFwlRPiTdeTHXXSS6+YfxKFA7S7PAYA8I+Vmu/VYO2zk9Pmb/5zjZIcz5YhC2923aZkVzr5AQC+HUDLhrdZRZVWmnpKuzY/4XEl+xIPAQDiJ1MYR09ThY9tWa2VLDuZKnu80VNWBfmhP9WgDoyUbb24gGo1t5qgCbEy8V0mLdk94LisQ/5kbaqUMfqCDFs5vo2eYUFr2RfXNJUyFu2XYRn+j2hCcWgFdYVLf6qUYdgkw1ZcEil0qOujspa1G61oD8+69JB3ZUk9rnem8hn/jZYVMj7vTO03b+e/Rc8t+hMKQdEPk38DfyerEOQt7/Pne02UzNVdvqcev1I/hgdQ2MWGRTLEyS2B3h/9ozIkpPlkquuePFj+ONdKofsN3PZPtd3mfXlNfQNqeGZTec9TY0kW8pN8rgt3Dlay92asUtvzp8la8Ve6kbf38qOyD0LQUMlSO8rvRe/HDirZ2YFFf1WTBVWiCbksdc+vTcM8l3xz/xqhLyiDh5ntqM3wIJthmJoDl55iGIYpG2xHbaZGDbJt9e5Zq/NrDa0H+3ZaJ2q7/AIA4JfF9D967f9NLa2Gp47bWdTLYckrfbu8OMzHaXXQeiADTP+J1noii0tytNQWLdZqj5s5Nd5PbVtKtLSErV5Xax5ma1hqvyUs9VlFrCJakYmTpUleNffzndpamu9kWRIfhTBC2LgCma3HOTpZXbLh7GXEeZ30wAmNiRIeMlGx4BOqTf7CNOm99MggL19tT1oFMWmWXNWx+ewbStb2aZmctjctTMm8ZvoAABrNp2d78S1KNLPE2tWfAAAGvfiakoXFpQIA/ohrSsclrMDtDIwepbY7LpSrFv4wkFZlNHvc+mwgb+HX88hr7T72VwDAc13oXR4XKLdTDeQZ/f6JhVLHQ8OV7LmudM7HJ6UXOWo1JeyJl2U/BxwjdT6P/woA8HKPF5Xsf/G91XarD9IAAGua9SF9l8h7j1hJCXKPb5Zt/Xp2XyUbMv4XAMCqG5T4aQimZ/z8fbIPknP9lCz1m+sAgKSFmlkLyGRQ5+NUGzuqCbVr18MyIS91Nn2X5p6WbUh/k+ptf/3MRwCAKefIA33xMHly6x6Wz6b2H+RZT1sh9Wi197qSDd34IwBgZiIVFN8+n2Ym3EyJoU6agd+kGbKfx8RTn7VueQEAMDJkp5It6ki/0ydnS0936/9cUDI0Nb1/FsaUVx6m9s+f+rzaTnlIHvzfHt8q2dTtMsmzdjwlxjoJOSNw5CDNHvkYL9ENnGS7fC5RQrB3gpyFOTWfpszr/yzf05SHBYw5AvimqK62wHbUdmrUIJthmBqOELZ7Vmr4NCfDMIxF2I7aDA+yGYapOYgSTHPW8B8HhmEYi7AdtRkeZFvAWqiBORykxSuHLJ5zo6MfAAptAIAwvFLkHEthIHcK+SgppanLbOv9LC6RXQJdLYVLFKePth9t1dVauywt2W5t6W9LoSHm41KthBNpQ2cqIkzEVuyhHndxz8PaOWXW22gEnGycvqwh05xN52TD1cWAjPtlgmDAEArzeGCNnPpf+2d7JaubI380e8/YpWTdvGlqe/gyGcqha0PLk/8yX4ZlGAbTtXt/ug8A8Kp/opKNnElhB/5uMhTh4ngKIXnm+Vj5dzElLH4+Ryb7BRzPULL7No6h6/wuk8YC8yh58zn/A/LvjweUbOKjchq/Wy0KdzBM0FYjLsoKnUxE7FGLEiQTTMl+/ZqdUDKdntpllieOo6l/9xsy9OPsK5S49kp3Gb7gpBnMeKZQWIo55CF1ONUo731I1uOu+xklH349S4aJUNIb8O3ZdgCAyIf+UDK9ka5dIOT2pPrUz30WyucqjNQn3sfkM3bvQWEcO+IorCLPlMjYZhYlH+Yul9ceO3Ctko2bJJ9rni9d21fz9at1RYayJPclS6q7V9ZRN7hTHfF3knoBAELXUSjFmRFU/7ruAzKsyW94vpLNyRgi90VT2En6Ivkc5rgMUbK3DlII0vprsl17plFya6sp8juQ8hAlnZqfUf3dlNA7duZqtT3xR7lUuzlEBIAauyYPa6tEb4ySfVXLmfSecZLCf95oJWu7P+p1QckSchqbrk06+u+Rz8HvRG3oDXnQBJyUDLajNsODbIZhag7sgWEYhikbbEdthgfZFrDkLSvsfZReS61HTpucZ/ZWn7KwMmJhWdFSd1rMcktJc5aw5onVYqmNlhItra3aWBqPuFk3S/qWtURfce2yxJ3uZ5YXTrqkVQfNUFnDAs1x6cXqaKsntyyrf96Jkj5DSyt5AsW/X9b0rogVM21FGI0QNnpgakrCTlKsP5w9PRC6WbbXdyh59OImdgEAPPAg1Ux8e94PAICJHfsp2R59A7W9JFEmsQ39JlbJ3h34tTz3c/IM/j1QJr498Q6t8uhzLkdtB38gPcrOeZTM5XpVBwD45pXHlOyHuPfo6LUVAAASzklEQVSKtKn3f95U23UPpgMAWi6jNiy9JkvvvVRnj5I1XSXLFU6MonJrSbHkOfU/Kb2sz4/5Ucl6eUtPcMxMKjd3s23RQcXT3fep7Uy99P62mHdSyf5+Rt7n2xgqxzdhufRyooDa3+TLC2o7vbMsQ7gzglZGfHjZeABA/gkqGbhhvuyfp9+gfnbeI8vwpdFkBG628VHbf5kcr7/vbaZkxrGy3F+rRTolu3G/TNhc0vYrJZs0iryyIsN0rA+VDzx/SpbzM4SQ17rLW/sBAIkTyLvvkkuJtf/+ahkAYGM6reo5yDQb8VmbR5Qs5WnZrpP/oZKBd39B79TQp2SD354xQMl8/OUMCK1FClx5RH4X3usRp2SLO9K9c9b5AQDq76Rzhuw/DgCYvJ082cKUkOisp3fio/M91HbIz1Ke2ZCGYsFfyuzXzD7kyY7r3x0AcG8c2cGGE8irPW+u9OCvnkH3SXpZ9nnrWReU7ORM6aGvs88VhvxcgCagSgTbUdvhQTbDMDUH9sAwDMOUDbajNsODbIZhag5GATjxjwPDMEypYTtqM05COF4P6HQ6+Pr6ojv6w9XJ8qqLZso65V5cTeM7XdvWle8s1Va2VLfZWp1sS2El1iguZKEkSYWlobga1RURLlJc0px2FUtrSakPvSprx2rrmluqia4NFzGHm2hXBy2upnZJ+tbWMI/SXKe4+uelvU95oRcF2InvkJGRAR8fH+sngGxGD7dBVm2G9j4J+etKdB9Hwtwnbde8CRcvd9ReIqfada9QOECYvwwdaeNDdbA3xslQC4+r9NORSeWvYXSTf5vPO61k1/u0AAC4v0DXqTVQ1rd2akShJklvU1iBOcHu10c+UDIX0/T7kAGv0v085PN0TaewAL0fJRq6ZMjEwKsR/kpWb5fU49xsCqsQQl679naq1XyzDbVx5GMyuSwlj1Y8zDE19m7PNCV7xkeGDazW3a9kS//oorabvW1KSrx2U8kuviqT074fPU/JPEzRFI/PnaBkuZrIwqZLLwAA7t98WcnWn6F7quOmyn45p0kqrecrdZjcbIuSffgQhV3UWZ8tVexF15l7/Cepg6AEyasG+bzmTIxRstpbKeHTHPKQPSRdyR5ueBYAsHUb2dHa5+Xfm90pidPbm7a7hUg7c5cThZAcHyNXb1y44lMl+5epFvrNltTWfE0ypekRI3gvJcFenyz7J3gUyXQdZbKkz6FkJTs1gep2mzGHe9yJy4+abqiJmAiJp3OMplVNtUmpZlZ+TGFAw5+Q73tqJL17GS3pnLotZOKpbm89JZsQLYtgL5s4QMk8U2Sfnon2hDEnF5fGT2U7WsE4Wz+kYvj444/RpEkTeHh4ICIiAgcOHLB+EsMwTBkQRlGiT2lg28YwTHWmMuxodaFKPNlr1qzBkCFDsGjRIkRERGDhwoVYt24dkpKSUK9ePavnl8STXVaK87reyQta3HUseQPv5N0uzgtq6ZyK8CrauipjWT2n1u5dUspaClGb8Gimf/ujAICF9elZd/iP9JyYvdwA8N2Rdmpb++yKw9oKnmbKq+8tnV+SWZ/y9mSX5N5l8WQ/4vJkiTwwOwzrS3Sfstq2ysTcJ7+caADv2s4Yc+ZZAMD1reSxM5q6qs+zNEu25Rs5y1G7K3lvw+tSMbCftpuS15qSZ/DuMdJzfGYcJdLV+V3+9PicJQ+0SzYlc114W0YzNn0znfTxlV7mG/eTVzrgd5m4ZvCi56r1arf+Wr5P9dwylexKvvQIbt5BNnx4r3gAwO5+VPIsZC19Ly8/I23uX+/4KVmzadLjq7uXVi/s/++fAQDP+tDyje+lkZfY7I099kY7JXM/L+8jblGfXRwuE+hCl1JJwZSnW6jt+lulB/t0LJWo0/vIa4f8RN7bXF/pS2v8EiV+ntoir9NkleVSd3e/L73Nz+w6qmRt3KVXd+qzLymZy7n/AwAkv0CrCvqdpURNg5vUw3VEqpIZTe7kWk9T2b8XDskk0Kn7+yuZkyYcwTtReqbf/+ciJXvp16EAgNqHqVSkW4Y8p8trZI9/iCePed1Euf+ecb8r2f410vt/qyl5yVVbQtPV9hstfy6y/7MLtGLm5ST5/W60veiQ6lJU8f7Mlm8dVdsDj8gyexvaUznHW32kjpf7ko5vdd6qtjcNeBAAIC6S5z19YDsAgFsmudE7zZD9ciz2Puj1udh1YJZd2tHqRJV4shcsWIDhw4dj2LBhaNOmDRYtWgQvLy8sW7asKtRhGKaGUNEeGLZtDMNUd9iTbTuVnviYn5+PxMRETJo0ScmcnZ0RFRWFvXstxxTn5eUhLy9P/TsjQ3ou9CiwOcG1tAiDvK8hn+LD9ELG4RpzisqsXkdznMVrG6id5usb8g1F9ls6x2BFh9IgNPqYr6+V3b6vJNe0do6l+9iKpX4uCdpnayb/lrymTuMZMD8H877bz9U+u+LQ29in5dX3ls639KytXae83rmS3FtvKpdYmkk4vcizeXEE8310Ol0hubu7O9zd3YscXxrbVpncyY5m3ZL9oc8yPdM8en+Npq7K07zf5v2GLLpWvqfm/c81nZ+tsVHG/ML7ABhMcah6PcmEQXOfbL3pXI1NNLiazrVg//Sa75rmfTLrnutG187PLyiiT67pOO398m+RZ90sN2YXvbe+QHsdqXempsRZIftg8mRr2+1iurYw0v3M/azXyrTtNuujaYPxLtO1C5w050hfWkGWpWtr+ja36PPKuUVe6ax8YxG9zfpq3xm9puSgwRRDD827YvZk6wXpY76P1nZqF+Ex5MlzsjLpGavfR41JM79Thfpb264C8/6ifWHMKWqrDdl0cW1fqOtlFf29Nt9DizGneH+mpb7Qyszvl1ZHrT7m91BozjEUmPWh99D8XdDrczXnVI4drbGISiY5OVkAEL/99lsh+fjx40WnTp0snjN9+nRzvRj+8Ic//BEAxNmzZ222Ozk5OSI4OLjE9/D29i4imz59ernZtsqE7Sh/+MOf2z+VYUeDg4NFTk5OBVo3+8UhSvhNmjQJ48ZRsf/09HQ0btwYFy9ehK+vbxVqVnZ0Oh0aNWqES5cuVYt4perUHm6LfZKRkYHQ0FAEBATYfI6HhwfOnz+P/Px86wdrEELAycmpkMySF9sRqM52FKhe7zi3xT6pTm2pTDvq5uYGDw8P6wdWQyp9kB0YGAgXFxekpqYWkqempiI4ONjiOXeanvX19XX4F92Mj49PtWkLUL3aw22xT5ydS5ZS4uHhUaGGvjS2rTKpCXYUqF7vOLfFPqlObbE3O1rdqPTERzc3N3To0AHx8fFKZjQaER8fj8jIOy8ZzjAMY8+wbWMYhmG0VEm4yLhx4xATE4Pw8HB06tQJCxcuRFZWFoYNG1YV6jAMw5QLbNsYhmEYM1UyyH722Wdx9epVTJs2DSkpKWjXrh22bduGoKAgm853d3fH9OnTHTY2Ukt1agtQvdrDbbFP7LktZbVtlYk992NpqE7t4bbYJ9wWpqQ45LLqDMMwDMMwDGPPVNmy6gzDMAzDMAxTXeFBNsMwDMMwDMOUMzzIZhiGYRiGYZhyhgfZDMMwDMMwDFPOOOQg++OPP0aTJk3g4eGBiIgIHDhwoKpVssqcOXPQsWNH1K5dG/Xq1cOAAQOQlJRU6Jjc3FzExsaiTp068Pb2xlNPPVVkYQt7ZO7cuXBycsLYsWOVzJHakpycjBdeeAF16tSBp6cn7r33Xhw6dEjtF0Jg2rRpqF+/Pjw9PREVFYUzZ85UocaWMRgMmDp1KsLCwuDp6YlmzZph5syZ0OY223Nbdu/ejX79+qFBgwZwcnLCxo0bC+23RfcbN24gOjoaPj4+8PPzw8svv4xbt25VYiscB7aj9gXbUfuA7Sjb0XKlipZzLzVxcXHCzc1NLFu2TPzxxx9i+PDhws/PT6Smpla1asXSq1cv8cUXX4gTJ06Io0ePiscff1yEhoaKW7duqWNGjhwpGjVqJOLj48WhQ4fEgw8+KDp37lyFWlvnwIEDokmTJuK+++4TY8aMUXJHacuNGzdE48aNxdChQ8X+/fvFuXPnxI8//ij++usvdczcuXOFr6+v2Lhxozh27Jh44oknRFhYmMjJyalCzYsya9YsUadOHbF582Zx/vx5sW7dOuHt7S3ef/99dYw9t2XLli1iypQpYv369QKA2LBhQ6H9tujeu3dvcf/994t9+/aJX375Rdx9991i8ODBldwS+4ftqH3BdtR+YDvKdrQ8cbhBdqdOnURsbKz6t8FgEA0aNBBz5sypQq1KTlpamgAgdu3aJYQQIj09Xdx1111i3bp16phTp04JAGLv3r1VpWaxZGZmiubNm4vt27eLbt26qR8HR2rLW2+9Jbp27XrH/UajUQQHB4t3331XydLT04W7u7tYvXp1ZahoM3379hUvvfRSIdmTTz4poqOjhRCO1Zbbfxxs0f3kyZMCgDh48KA6ZuvWrcLJyUkkJydXmu6OANtR+4HtqH3ZHrajbEfLE4cKF8nPz0diYiKioqKUzNnZGVFRUdi7d28ValZyMjIyAAABAQEAgMTERBQUFBRqW6tWrRAaGmq3bYuNjUXfvn0L6Qw4Vls2bdqE8PBwDBo0CPXq1UP79u2xZMkStf/8+fNISUkp1BZfX19ERETYXVs6d+6M+Ph4nD59GgBw7Ngx7NmzB3369AHgWG25HVt037t3L/z8/BAeHq6OiYqKgrOzM/bv31/pOtsrbEftC7aj9tUWtqNsR8uTKlnxsbRcu3YNBoOhyOppQUFB+PPPP6tIq5JjNBoxduxYdOnSBW3btgUApKSkwM3NDX5+foWODQoKQkpKShVoWTxxcXE4fPgwDh48WGSfI7Xl3Llz+PTTTzFu3DhMnjwZBw8exOuvvw43NzfExMQofS29c/bWlokTJ0Kn06FVq1ZwcXGBwWDArFmzEB0dDQAO1ZbbsUX3lJQU1KtXr9B+V1dXBAQE2H37KhO2o/YD21H7awvbUbaj5YlDDbKrC7GxsThx4gT27NlT1aqUikuXLmHMmDHYvn07PDw8qlqdMmE0GhEeHo7Zs2cDANq3b48TJ05g0aJFiImJqWLtSsbatWuxcuVKrFq1Cvfccw+OHj2KsWPHokGDBg7XFoaxBttR+4HtKMNYxqHCRQIDA+Hi4lIkuzo1NRXBwcFVpFXJeO2117B582bs2LEDISEhSh4cHIz8/Hykp6cXOt4e25aYmIi0tDQ88MADcHV1haurK3bt2oUPPvgArq6uCAoKcpi21K9fH23atCkka926NS5evAgASl9HeOfGjx+PiRMn4rnnnsO9996LF198Ef/6178wZ84cAI7VltuxRffg4GCkpaUV2q/X63Hjxg27b19lwnbUPmA7ap9tYTvKdrQ8cahBtpubGzp06ID4+HglMxqNiI+PR2RkZBVqZh0hBF577TVs2LABCQkJCAsLK7S/Q4cOuOuuuwq1LSkpCRcvXrS7tvXs2RO///47jh49qj7h4eGIjo5W247Sli5duhQpAXb69Gk0btwYABAWFobg4OBCbdHpdNi/f7/dtSU7OxvOzoW/0i4uLjAajQAcqy23Y4vukZGRSE9PR2JiojomISEBRqMRERERla6zvcJ21D5gO2qftoftKNvRcqWqMy9LSlxcnHB3dxfLly8XJ0+eFK+++qrw8/MTKSkpVa1asYwaNUr4+vqKnTt3iitXrqhPdna2OmbkyJEiNDRUJCQkiEOHDonIyEgRGRlZhVrbjjYrXgjHacuBAweEq6urmDVrljhz5oxYuXKl8PLyEitWrFDHzJ07V/j5+YnvvvtOHD9+XPTv399uyjVpiYmJEQ0bNlSlp9avXy8CAwPFhAkT1DH23JbMzExx5MgRceTIEQFALFiwQBw5ckT8/fffQgjbdO/du7do37692L9/v9izZ49o3rw5l56yANtR+4TtaNXDdpTtaHnicINsIYT48MMPRWhoqHBzcxOdOnUS+/btq2qVrALA4ueLL75Qx+Tk5IjRo0cLf39/4eXlJQYOHCiuXLlSdUqXgNt/HBypLd9//71o27atcHd3F61atRKLFy8utN9oNIqpU6eKoKAg4e7uLnr27CmSkpKqSNs7o9PpxJgxY0RoaKjw8PAQTZs2FVOmTBF5eXnqGHtuy44dOyx+R2JiYoQQtul+/fp1MXjwYOHt7S18fHzEsGHDRGZmZhW0xv5hO2p/sB2tetiOsh0tT5yE0CxjxDAMwzAMwzBMmXGomGyGYRiGYRiGcQR4kM0wDMMwDMMw5QwPshmGYRiGYRimnOFBNsMwDMMwDMOUMzzIZhiGYRiGYZhyhgfZDMMwDMMwDFPO8CCbYRiGYRiGYcoZHmQzDMMwDMMwTDnDg2yGYRiGYRiGKWd4kM0wDMMwDMMw5QwPshmGYRiGYRimnOFBNsMwDMMwDMOUM/8PeYXyEI2qILUAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Retrieve the realizations, the simulation path maps, the error maps and the TI grid node index maps (lists)\n", "sim = deesse_output['sim']\n", "path = deesse_output['path']\n", "err = deesse_output['error']\n", "tiGridNode = deesse_output['tiGridNode']\n", "\n", "# Display\n", "plt.subplots(2, 2, figsize=(8,8), sharex=True, sharey=True) # 2 x 2 sub-plots\n", "\n", "plt.subplot(2, 2, 1)\n", "gn.imgplot.drawImage2D(sim[0], categ=True, categVal=categ_val, categCol=categ_col, title='Real') # plot real\n", "plt.scatter(hd.x(), hd.y(), marker='o', s=50, color=hd_col, edgecolors='black', lw=1) # add hard data points\n", "\n", "plt.subplot(2, 2, 2)\n", "gn.imgplot.drawImage2D(path[0], title='Simulation path') # plot simulation path\n", "plt.plot(hd.x(), hd.y(), '+', markersize=15, c='r', markeredgewidth=2) # add hard data points\n", "\n", "plt.subplot(2, 2, 3)\n", "gn.imgplot.drawImage2D(err[0], title='Error') # plot error map\n", "plt.plot(hd.x(), hd.y(), '+', markersize=15, c='white', markeredgewidth=1) # add hard data points\n", "\n", "plt.subplot(2, 2, 4)\n", "gn.imgplot.drawImage2D(tiGridNode[0], title='TI grid node (index)') # plot TI grid node index map\n", "plt.plot(hd.x(), hd.y(), '+', markersize=15, c='r', markeredgewidth=2) # add hard data points\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Random path according to the sum of distances to hard data points based on sort" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "deesseRun: DeeSse running... [VERSION 3.2 / BUILD NUMBER 20230914 / OpenMP 19 thread(s)]\n", "deesseRun: DeeSse run complete\n", "Elapsed time: 0.15 sec\n" ] } ], "source": [ "# path: 'random_hd_distance_sum_sort', power: 1.0, strength: 0.5\n", "deesse_input = gn.deesseinterface.DeesseInput(\n", " nx=100, ny=100, nz=1,\n", " nv=1, varname='code',\n", " TI=ti,\n", " dataPointSet=hd,\n", " outputPathIndexFlag=True,\n", " outputErrorFlag=True,\n", " outputTiGridNodeIndexFlag=True,\n", " simPathType='random_hd_distance_sum_sort', # set simulation path type\n", " simPathPower=1.0, # set parameter for the path\n", " simPathStrength=0.5, # set parameter for the path\n", " distanceType='categorical',\n", " nneighboringNode=24,\n", " distanceThreshold=0.02,\n", " maxScanFraction=0.25,\n", " npostProcessingPathMax=1,\n", " seed=555,\n", " nrealization=1)\n", "\n", "# Run deesse\n", "t1 = time.time() # start time\n", "deesse_output = gn.deesseinterface.deesseRun(deesse_input)\n", "t2 = time.time() # end time\n", "print(f'Elapsed time: {t2-t1:.2g} sec')" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "image/png": 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V/2bncHV1xaNHjz6JLwj5OSqRSP7OG3+O+lgi6pnqjc7xKX2Ovin/iYqPo0aNwpAhQ8TfCQkJ8Pb2xrLjl2FmafkBeyb5f3gSch/71q/EuUP7kJVJHraK/gr0qalB8zLAh3Su7SoV9OFO/hnxzYKAN98pE8DvgJWVlf67ZGYiKh4IXwBYm+m3T2Ia4PVdFDIzMz+JL4dXfY7uOOMFC0slnqvos3TupHa8TX4DAIDj9SxhGzpzAwBg0MkOwmbnmijalV0fAgD6OZ4WtrY3OgMAVhdbK2y9Jw0AAMQX4Dd6jTrXRfvqL8UBAINHbRK2+ZPbAgCsQjlQvsovlwAAe+dUFzZdDWSB3vcAAJETuRR3kpcJAMC7c4iwRSzJDwBIcWOvXrIfTyZm1t4IAJg6v6Ow2QVTrFGcPz8fVuE0VvlG82eIj9kL0d6yhfqZZc29tCsaAwCwH8bj7L/2KQAgvxmXWV8/r6Fodx28GwBwMZGrGo5vshfOKYl4ZmeJtst70jGHZwMAjBeniu3CttG1ft/3N2Fb3ZqrQD5qR44wl3Ls+Ap/6gAAMDLjPnqspSlETFETYTNO5OtyaBMOAPjBZ6+wDb3XBgDQM99fwjZrXzMAgJIXWmARwW2ftg8AAPcPFhC2NDe6N94H+B55jKb7eeaWv7BNrLJDtJdOaAUAiKzCx7a9Q/e7ctdLwvaN/TkAwIMsR2Gbeq+BaKsu29K1lo0Ttk3F1wAA7JTGwvZCTR7ftte7CFsxZ76wcW6HAADOBvyhVP53ik/rUv+osPkb0304lVRQ2B6lcN/6exwBAOQ35PdFcBZ9Prrp2L4LprHv73MUqckq9Kxy780/R5+p8OiyD6yt9PN+Jyap4Vcm7JP5HH1T8nSS7erqCgCIjo6Gm5ubsEdHR6NkyZJim2fPnuXaLzs7G7GxsWL/v2NiYgITE5OX7GaWljC31P8BkXw8XDl5FDMH9ICNgyO+6jsYvoWKIOFFDI7v3IIuS8+gfvsu6DF26kvL2C0vvzvN/vYy/OFn/s7OItFl2+iIV77Wata/3+u3kThYmwHWn+nNfdXnaIKpPbLMDDDlVhMAwPRZPKkdto5KdEc04YnDDw/aAwB8AvnL+1mCtWg39aBJbft5OqWva9Nk5JGxhzDF1DICADid5a+h/n5nRPvcJJpYeJqkCZuyVxIA4HmGzkTGyAkAYP+QJ3/3u7LzxXEoTUJf1LEVtqE9tgIAVj/+gvtoSROdmt14srX7QinRXvS8EQDAu2uksPVwPwkAmDizs7BVnHkNAHBxDEsiG83bLNqV+60DAIwPbips6o3kScy/9aqw7btAfbMINRA2C4VatMMMvOg8R8sJm7V6H6wBaIyy0bAg/dg5XuxLAIBhP/7eTRpBY76+YxNhUyznSbjXdDpnmKOPsM1sTBPyCWv4x9XElUsAAIcSuQy8uQFLCfZPrgYA6O8/WNjcztAPkx0ZfO6a8+4DAM4+9RU2h7M8IbsRRj/G5+r8KHAyoB92nYz6CptmUQm65nmz+Vo1/Hxt1yZsaDhjhLClay/xRGwxYbuaRpP0w0V/F7ZGzhtEO7UyTeyr/DVA2PLZ0vPTNbSusEWn0fzkXNWNwlZ82yDRXmlPvyrGOPNzf7PHUgBAsoaf56+DvgYAbA3g/ih1Pv/aBH1F23lcELYudnS/mwe3FrYT5enHjoFCicQkNXri7T5HLSzpnz6oPvOa4nk6yfbz84OrqyuOHDkiJtWJiYk4f/48vv32WwBApUqVEB8fj8uXL6NMmTIAgKNHj0KtVqNChQp52R3JR8qLqAjMGtgTxb+ogqHzlsLYhD9Ma7Zsi8ObN2DJuOHwCSiMum07/suRJBKJRCKRvE/U0EAN/WbP+m73qfLGk+zk5GSEhPAS26NHj3Dt2jXY29vD29sbgwYNwpQpU+Dv7w8/Pz+MHTsW7u7uIgNJoUKFUL9+ffTs2RNLlixBVlYW+vfvj3bt2snMIp8Jhzath1JpgEEzF+WaYOdQp00HXD9zErtXL0WdNh1y/dLW9Tbn8C6925IPx7ZhfK9f59WWvD0TdreB0tQU2U7kOZt8v7F4TWVCX5C7m80VtqlPSbIQPZblF5tXckrXzjNJkrJi2Dxha3eWlsCfZ/PK45DKtFT++5/1ha3bVPZ4qozpfb9qGJ/bxIA8iNFP2HN+bid5jLMq8ueE8zn2+D4vZwsAcLnMaWT/bFkYAJChYi9x65HUn2V72BNp5Jsi2obT7AEAFeezDGZJMxors8J8vuv9SeYSU9VI2DZGVhTtB7tJqmESx5MPs2TeP4eAZeSpTSrA16rUcQsWMSc5SXTjW8LmvMoSeJqAtFQTbF9PXuSxs8kDO/46e87dttFSf/AYXtbxG8OShQwvmhrk285jdr4a9Vtlxn2Y0qMLACBwxm1h+2NLZb4urSTGe1essA37YwsAYMDq3sI21+VP6oNZSWHz/IUlNuNPNwcAuBokCNvXx2l/y6csWyj1w0UAQLMF7Kk+OHCGaB9NI7f14iELhU0Fem5sdbQqE5/Qfb3LzmR0utJDtKt5k3zlaBU+TuD+QdTI1pFRKOn6jQrxcwZb9vRvP0GOxS8bcy2R9VH0rHR1OyVsRwrvAgAUXD1U2BrWuyjawfdoheiarbewZVnRiksXd35e49S0KvTlmW+hTk0H8CPeBjXUePmJffW2nzNvPMm+dOkSatSoIf7O0fh17twZq1evxogRI5CSkoJevXohPj4elStXxoEDB3JpcTZs2ID+/fujVq1aUCqVaNWqFRYsWJAHlyP5L3B63y582bDZv+rp67TpgEnd2iH03m34FSr6yu0kEonkc6Dd/RNod591zBZnaMLUXH2NN3pOkg/X5AQc+YWCXK3XkK16Fk/klGkK/BZYFQuaytVjyZuj0mig0jP7s77bfaq88SS7evXq+LfU2gqFApMmTcKkSZNeuY29vT02btz4ytclnzZJ8XFw8fL+121cPOn15IT499AjiUQi+bixyMqAczp7cqF1Mlvgn9OpuSZrt9VK582Rlet1i6x0SCRvg5SL6M9/IruI5NPC2s4OUY9D/3WbnNet7Ozz7Lz/JDWR/DfIkY5I2Uje06X+UZhaGsJIQVKMuGwL8Vr5glT6Ol7NAZO17O8CAOaWLyRs3SexzMM+jJbdO1zsLmz5Z9MEb6NXI2GrMI6WuyMbZQub3RkOaHRsSZkp+mmDvgAgSyvvcD/G/e8xdRsA4Ekmf1YUMIkW7WUDKKNE/ul3he3kXgpoNGVFAtaa1gMAKG15UvBdcT7RwQlFAAB/zOQsHIZFadvYwiwRsLkcT8epyJPfkBecCeLbbpQVZPVMluV4DaPAv4d98nOHtN/OcQXpmp/HmSE1liUoqWoaK008SxGcsjjLy3MjkuYY2dH4pqfx2EIDxDqZAY9ZIvKC4/7guu8xNXSkekoFXatd6efC9l3bfQCAHS/KCFumDY9fdgmS2zifY9vJ5EC65oNJwtbEZRAAYE49Di7c+pwDR02eUN+7XOoibAdrzQcAfLvhO2G7EEn9sO3EwaktbvE+qwpTdpvO41l28cfkmQAAcyWP483DFGjZOZ2zH7nXDRftCa6UzeProPbCdq0+SUdK7uf+HKw7DwAwPLK6sAXVXi7am5Mpi0sxY87isikfyZZWJ/Jn3Zc3KAhWo6NEme56VrQzy9PD0tKOg3bLX6IAVbWG7+H18hQ4+tcXi5GUpAbnKnkz1NBAJSfZeiEn2ZL3TuVGzbFr1RJ0HjEOFtY2/7jNoU3r4VmgIHwKFvrH1yUSieRzYk2F6si/5In4e11kJQBA+jCuO7EpdDrsnqXiuZEVOhalHz7FV90BAOzeyplUDIRT+/OeAEneDunJ1h85yZa8d+q06Yhdq5ZizpBvMWLhCpiY5c6ptm/drzh/eB/6TZ2jV3oh6aH+fNg2LAKpyUn4Zu1b5NeW/CNNLW/C0kqJ4WFUbXey9y7xWpbWdfbNIvZUWz+mQCbjjuwGtvuJY24SCtD72WELf72ku9A+Bv3Yw7zjbkkAgO967kvjeQdFe9fwWgCAbCc+jok2QHDsjJXCNn4secxnTf1F2P5M4jiOXgvJ0/1rr+bCNmoppdRTg12DS6a0BAB073qAbUGcUDnHk2sbz3mZB88h2ePyurWE7eEMClRUXOQgT01J9tru/JYqIit8hQlqbfBduw2H8Xc2N/5StMeW4eBF76nUH4Mo9ixnJ9BYGdllo+hK8tzvuEdp7YrXvy+2C1tJKepMOM0zXPY8Eu0mR24CAHyNY4Ttx2GUpjChON+P2HwUV5OlZi9wzRrXRPtCJAUaqk15n/1zqwIACs7jlYVRLpQKUTcV4Jn77NWf+TU9JCMvthK2CG0Q7bQVS4QtVbvisuY5j9nxG4F8XXH9AAANB7DHd30ijc+eUXwPf55HafTKmnCayi/Oc+CjpYJWFMb67RG2R1n0LJk/5NWG46k0zkcfs894rw1f99hzlB/8dA2OScuZlC4I4ti3S+Xo+r934nSNhuAxX+hOKQDTNLx6cq4spYq8lcmT3NYPKGg5NdsY2SkZAJbibZCabP2Rk2zJe8fexRUjF63E9H5d0a/ul6j11dfwDSiCxLgXOLZjM4KvX0HTrr1Ro2XbD91ViUQikUgkOqi1//Td9nNGTrIlH4Tilapg5raD2LN2BfasXo70VNLulfiyGkYtXoOyNep84B5KJBKJRCL5O6o30GTru92nipxkSz4Y7n750Wv8NHT/YTJSk5NgbGoKE1M9a15LJJI8IVZtggy1ErHTfAEA3w3lFSTVbBcAQLZOprfMTpTzuI4Hyw+Cf3IS7ewpJBGIKseBdht70HJ4q50Dhc3Ei5binSey3KuEWZho78kiH1hMKf6SrlqJ9MWzw+oJm1EXkqBMrctSgsi6XHHY9TRpIoZu44xWfc9QUFjZfHw++4skjVj2G5cuV/PKP9o2P0HXUqWqsA3ZT8cx6MOyE1WqNt+yK8tKAqZwcGfHzRQsuHg0V+I7f53KhV+x8xK2ir5a+YaOZM7OkqsyOv9C/b25jiUW6tUKIANIyzLCtlsU3Nm4MEk/LsfwsePqUPq/gOFcBfLOeM749GQ55UBXVeFsJrYG1I8Orbnc95+xlG/8/F8cO5NvG0ss0uvnSGb4ODnBe7c3FBa2gcbUNo3RmZDVYunD5J+pKNk33Y8L294EknmcnVpe2DpOJvlGPTvOHR6+kUusP/iGJBb7/+SgSo0hnXPY9N3CNnEoSZCSPHiKtGAISyuKbqPgxsDij4Ut7JAvAGB0F66YOm86lTHPrs9j4mXIOcMNI0jeYqNTir34cqoi6VctVNhahVDA8K1QDobceYKv+15bylPfLqSFsN1+SLmzfb1YTjQx/x8AgKqmVO7cDm+HSqN/JUdZ8VEi+cAYGBrCyvZt3+4SiUQikUjeF1Iuoj9yki2RSCSfMQN//hYGxqawUVDKiWJ27Fk+UsQTAJCtU+Uv9j6lyqtb6KawdbDjyojLplKlQcOBHHA2ajcFzTX49aqw3f2ePLBBgbzd5s5poj1oMaUbi1Vx0aroLMpGlKZiF3PYU/LYDdz3h7Atf8IBi1EK8qwPX8YpBU21u2f68Ffg3WH0Q3/gF/uEbU9/TtenakYuWJU5TxsM7Mlr7ccFLxEzkq6hbekrwnZwdzXRnrBT692sw55ux/PkYbW7z17rUEcaF0sNeyLVOjncolMpwLJHf/bAaijWDdbG6ZhQngJYJ+4nj7lBBh/bKD95VmOrsvfaw5e92lHa1HLFHdmWfpPyaq+8yllKnA+TB7bgGU6Zd3eQi2gXmktVKTXGfL9SPKgf3vvYu/39ZrrXP7XmdI1Nhl8W7VM/k+f5d7vqwmaofVQsunMf61gEAQB69hwkbGkjOboz/3R6ftyncYXK9k7nAfDqBgBotAslO+pztVEjBd/3smWosM9oD35WRtclL/LPD7mPxybR/n+mcQpHUwXf9xxi1ey1L1HnHgAgnzkHnda3uUHHs2Xvf4Apj/mRNAo2/sN/r7AFnqcgz4nV+X1RwYTe4wnqbCSq3376q4ZCVMrUZ9vPGTnJlkgkEolEIpHohVpD//Td9nNGTrIlEolEIvkEWFmlGizT01GxXNCH7orkE0b1Bp5sfbf7VJGTbIlEIvmMMaoTAwNzE3TJT4F9ky9xVUbXMFrartGOpQ9HtlGu3uEzewlbWi0O7BpfnILPrBex9OPMDxQ5ue9OEWHzMSLpg2Eau7q+tA4W7bGLugAA3E5zjuk0VwqMLjbuurD1KnwaADBmQ0dhs7/DS/JNx9B1RaTbCtu5LRQ093R1PmFz1M4Fdm3ifMmhXblvCQsqAwAKHeRgyXvTSRqR5M0VMa2XkjTicApLVlJ1AuiMC1BVxoKDdIIBk+gaFfYcm2J4j7a7N8dX2Ar15DzjmX4k6Xg4j4NO7z6g69l3uwCwmmwB6gcAgGdNC4jtTEqSvCeqIffLcSPLPCr2oVzOxayeCtuWapTf25BNSHWmQVMs4pzNAaP4fmV6k7So8oLzwlZSTQGzRq35Hn27tg8AwNmDA0T3Ta0u2hptmul0F37d7QQ9P79qqzgCwNZECvYMr83ylAZOHJxYbwVJnIrp5P8+nuoLAHB3jhe2NYXomM0XjhC2Zh3/Em0/C8oRfyHdT9juPXYFAHxfnvOs70mhANx4FdeCGLu8k2h36khBpPY6gY+Lven98zCb7829TDrO6sss1dlTc6FouxvQc1p4FVey9K5IN6qwEUu5RkaRbKmm9R2kpqkAsOTkTZCTbP2Rk2yJRCKRSCQSiV6oNYpc5dpft+3njJxkSyQSiUQikUj0Qnqy9ec/Pcn+ZkEAwKss2DZMlteWSCSSNyEhyRRKlSnyGVOWBrcd/KGa5khL8qcjeVl8SKftAIApJ5sIW+BUXvo/spQyIFz/pbiwxXYk6YjVeV42N0ymnM9WjznLwdpvuWy4RzgtZUfN4f4UdgwHANzXyVxy3aUkAMAnlOUXD0fwV9ulhpRdRGPDWUrSO9Pyeo12XF67sDl9f2z4obGwadK4b12G0TL+vsMlhC2gL0kxotuxDMbuQAgAIDuQM3ekuHFWEM01ynDxqLONsPmto+t6UclV2EzjSQbyVfGLwrZ7HufE9htA47P9Aud8LpxK1xDZkkuS292nzBXmMXyPKjhTDu6zyznXcsnvWRL0574yAIDY31mK0nHrfgDAoeqcdzqpCslTrIbxeCvSOJf3N78fAgCMP9pS2FpWoDEPTXXga9kYBQB4MIXvkdFVbnvtodzStjeECRU30B/fde4nbGHf0jXObLFO2C6l8LMblWVL/VWmC9uaflTafI5OefbdyTTOGQ4sFxrueEG0tybRMVtbcSn6OtUpF7yRzpzSVJvjPEuntHjbAbNEe0sySXjmxRYTtq62lFWlqDEfSAUaH4sgfi+k1OAxN9JmLDnXebawhavomTuTzvfw4nN6Jme7XkCi6u2zi6ighArK128I4OVcKp8X/+lJtkQikUgkEonk/aF5A7mIRspFPh1azXJ//UZ/Q3q/JRLJ54z9HnMYGpmiz62+AIDlM38Wr3U83BsA0Mmb8wovmk/5gJ3SdA6ik3M3eCJ5ssfMXyNsUydTnuxkD97FZAoF8T04yp7GKR3Xi/aw018BAAIso4QtfBpFwHnN4mqTN7fQ+bJNrYTNf3g477OIPMY1vTio0j6DvPb7jpcRtkPe5B237flC2JT3OL/xqrnk4XY24f5o/OiCnDewi/Xej+SVdCnI+a2zz1mItvspyq1t/IIH8EE3qsaY6cceVuuLpvg7vj056vDOLPJWm9tyYNv9fnQct7PsP3SZ9BAAkNDRWtgOPqZr9brKgZQPG7DnOHM29cNwCQcxzv+rLgDA9Bfut7sdedObunNO65xc5gAw/hh5sAsG8PfsH8fIe+7MiwiwcNVWydTxe2brFP+915/6rsjkCds0a8q5/qcDB5jOKkMe7JAMXhHYs5JfTwikwEmfPexZfqzNf26lzRMPAKXNQgEAxgl8vkYDB4n2s3K0z8IIfr1h11MAgM1HODixfjXq4wiXI8I2/RlXDI3NpJWdMe77he1oGq28TNrSRtiy7Oj9pfHlwM8tcbwKMdqJgn+f6+TLe66iZ66iKT+He4rQ++uX+EJIT84GEIq3QcpF9OeTmmRLJBKJRCKRSN4dKo0SKo2echGZJ1sikUgkEolEInk9aiig1lOTrcbnPcv+7CfZr5OY/Juc5G3kKW+ClLK8Pf/vvZFjL/lcSHdUwsBYCWNt3ODFNM4dbX+FviJObaoobErty6muvAw8ciuXl76c4gsAGHSaS2SX7EHBgB1cOV/y8q8pcHLa75zneN5A3mf6vM0AgJk/tRc261QK4ru3qpCwZXjRl7jLBZZaPJrH+abT4iiH9ak95YSt0YCTAIDTVhzEp35GS/d23UOFLWmAs2j3GEzlqf/sxOe+do5kCUXLx4KN2n7t4n3TS/Ayv2kISVXyb2PZyb2LlN/ZRkcikuZM17X1GI+9Y2Od0ujaauI+07lsODQk5bjfh8+tmh8AAHjRhSdF+WzoGkPb+QpbRhGWgRScR9KJsC/5WbCsFg8AyLzDchDNCRrbtXYcBBtZn2UXimzq79NDHARaugkVygl6GiBsJYdSXu4noXw/ajVkCcre6yTB2VLvF2F7oab7leLC1zW3Pz0rKlO2bVswQ7Tb3exG/VKxdGZvUyp93uzst8LWpxjlxDbgRwrNJv4p2jmBkytmc6BuLWuSVB29xnKRa0VJTtQrqa2w/ea/RbS/XDYMADCiNmtjHv9OY37hhznCtii2JO27jnO43w50E+1KISTrUtxiydSarvMBINdU+PtI2v/wvUJQp6UDOIG3QcpF9Oezn2RLJBKJRCKRSPTjzeQin7cnW6HR/PdGIDExETY2NkAn5ErhJ8l7PgaP7rteMXhTPoYx+ZxJTU7CN2UDkJCQAGtr69fvAP7MSFgOWJu/fnsASEwFbHrijc7zXyJnTLZeKwgLKwOEZlGqr9k3aottNpZfAQDo9dNAYYutSN7kwLkccKeYn8gH7kXe2OTCHDRoEUoBdE/qsofZ+3eqxDfw2EFh6/tHd9F2OUdfTRH1OBiuSAEK/EvMYI9vxC2qVKg24a8yZcbL3jPzCJ4UVNZWsPQz46Cws7HkQQz9jSsjum5/INrlDtG5T0Szt7W26z0AwJmW7N1Oy0+p6ZRZ3J+HbbgiYuASqo6ZEMDPVOMfjgEATrXmFH1RNckb7XqEgxPT/exF2yiR7sODVhxUWWCj9j4Y8PUrUyioMHQyV6VMS6TxK+DDx1aM4WPHFqU3iUk8B7QmdaBjK47xPfRYSx7ojC3sQe3tzd7R+T+0AwBY3+fno/NmqoiYruGqjHueU7rH+HHs8R7360rRHjmGKkI69Q4VtntnKWC2QwM+3+m+FAyYacPH7jl3u2hXNKVqnV0GcWXEnDSVS0fPF7a+4+h5rzP0lLC1sGHP+tRwqooavZA9/X6DyUNf1/6WsEVm0VgtvcrBl1drLhJttXb69Vc6v1dWRtC21+/6CJudOy0zOVhwesSw53wfTn25GH+nwkG6hnsN+LVoFT0LbgZmSExSwzkg7K0+R7ddp88MfUhJUqFVifuf7Ofo65CebIlEIpFIJBKJXqjfIE+21GRLJBKJRCKRSCR6IOUi+iMn2ZJ/5WOTakgkkrxlcnATGJibICbcFgDgcIWXgb9+REvOCi/evkvpswCAzeNLCdsCb5Z8zLSh4MXItpnC5j+ZAv/6dN0tbKviKO/03NZfCdvETRwUtmElyVaSPbgy4FMnCroz/d1W2Apep6DDR214yd39ZIZop7iRdECpU+Hu2J7SAADPVpy/OPgFyWXcLyfzvuV8Rft2Iu2ftp4DzlbWIomF43zOJ+3YifJSw5Ur7QUMDBVtGND4ui9k3dK6IJI5+D7mXN71e1P73EPOh2x2/5loZ7mTXCCwHB87OJP6m2XJE5v8W+n6fSZxYKMigioVppVluQM4nhHx1Smwr2C/h8KW5kD5yDU6KoGnnUkm49EnUthW2nDFTNtnJLF5Uc1T2KbcbggA+K7QMWHLVNNU5EFbnpJMa8FBsFF9STJkMZ6/j8r/SFKVNSdYijHh120AAGdDvh/T+3cS7Z+K0Vgsn71Q2G5k0MPd9mwv7rdWjXRiEgcxZo3lC3+8hiRFXSfuEbaV8+m6SwzgHO3pajpf/UJ3hK353Xai7WRGz9os7z+ErYTtEwDAQ1eW7xwptQoAoFSwDMg0kMeqexjJV9b4HBW22sVofC5lcL+jsmn8ChtHITnr7Ss+qqGU2UX0RE6yJRKJRCKRSCR6odIooNKzkqO+232qyEm2RPKG/D9pHyWSj43YMFsozUwxrCal4Vt9gT2RJi/oC9LhDqdlc2lJQVjeEzkgcXRJ9gLaKcg7Z3NUp2Sfkryof8Vx0KBZLHnSwprYCtuGRlwNr/luSqO2NoxT2EWEkHc4uQnnVrMKo/P4LWIvsMKEI+IT8lMwneNV9m56D6D36KaVnBItWVsNMOoL/lq0fMrXmNqaPHfxA/iyAoeEAgBKH+EAylvb6fMhfRj3IWwkV5YsUoeqVaarODjP6BwFDqpLFhS2q51pJSDTnz2RxnYcYGgYQ+OsbsFjkX87BfYpuvGxw1tQGjn3k3wPYxvSeRzO6FSvjNAJgqxZAgDwaFARYfOdfZNe0xnboDF0P41/5YA8YwMOcjQ1oHOWNz/JNiXZYrL4WjKH0ipE7UVcWfRKheKivar2UgBAYk0OeN3xgsbUKJE9qgtm0qrIuO+52qjKhCd5qgrUt3Edu/F1G9D+A5ewF3ixMXnH455wFczthyqJ9tkJswAAlf7qJ2zqQPLYdrXh6p/PVXRuJwP25tZZPVy0rdrQSsHXd9jbPqPgVgDA8LIcaDn5OXnUt5ypIGy6DuLgFhTcODSKVz2WeNL756mK742Bdqd1cRWRkZwFgFeW3gTVG2iyVdKTLZFIJBKJRCKRvB61Rgm1nppstdRkSyQSiUQikUgkr0d6svVHTrIlkjzmbYJFpcRE8qGYW3sdLKwMMOUByUQMvmLpg81KCjq0HxkqbEuWNAMANF77l7BtOMNL6dmmtMRu8YylFtFfUhDX3bssESh0+wUAwPoMyzgSK/mK9s6WXwIAXrTlAEJTbeFEvykcaBc8l6ouZqVzjuUC3hwg6NyHZBDGKziv94VgyrHsf46DHE1jKd/087Lc74wveKnd5sbLOX6fdgwEAHhlclBhTn7jfNNYitHK8ZpoP0whaUTMj37Clt6J+hb/nHNem0eTLMNq/01hUxizDAQmlPf60QDO0e3XhiQzJttYGmK+VBuw6caBls/Lks3hHE+UMivpHGcHXXeSH0t+wgZR1UXHm1y90n8d3bubDvyZ5z+HA14jptG4PJ7M1R3NnmhzptfjwD6zojQRU3bh42TqVLec0aAFAODucN7HbxNdg7MVB/BZBpOUaXXkl3yc3lyN02W+LQAgmNOxwzyExrm02SNhG1qEAmerlOM86QNCuGpjhIokPGercM7r9YkkrdmXwvmtJ12h91Rxz6d8Qh2Jcjd3ysM9/jZXzOy+niQorZtyju7D4TR+Js9ZOvRNSw7aHf+c5D0/upwRtpuZNKa3M7k/7Szpvf3UIhSpan7O3xQ19Ndav3145aeBnGRLJBKJRCKRSPTizbKL6Lfdp4qcZEskEolEIpFI9OLN8mTLSbZEIvnAfEr5yKX05b/FrrhSMM4yxovjlP/ZPoiXkbtMpfy9U441FTaTyrTcfyyKM4XoOqviq1C2C5cfWYqRbUKyE3M7llUklCDZRLVR94XtzHOWJzzdT+8Jp2ssT4j8gpbLo5pxfueBJShX8bw9nBUlROMi2opBtI/RX2wL+D0OAJDpwvKMFyVoeT1/EX5+s2e6ivbdgdS3wtM4D7ImgbJVmHVieUabChcAAOfGcqaHg84eom3ShuQrkXV46d+/E+U0Dt2gI6uwpXFOV3CGD6MkPk9Yfe1YKVnzGlsvPwAg+h7fQytXujnRlXnh3iqYzq1+xNeidGYpT3BXbQYRDR+n0AIas9IbOOfz3uWUhcP0rjAhIZDLtz+7p82a0lxHmqAi2Y0NHwYpbiQ9iBnJkpzlVZaK9uKmNQAAZZAgbI896flLyM/HSfQhOUn6CS45/mPbDaI9omMraiSx7GZDr7kAgNGhLYTN0ojkIhZKzrfeweOcaNsq6ZmsMX+EsDncpXuT5MHTqnFDKO/7Lw+rC5tLyzDRrmtGUpZp22yFLaMJvW+O67y/dpb8FQAwx4OPs/xMNdEeWXUvACBGzVIdH0O6721+byNs6c13AACmHmoOdVo6gOt4G9RQQA195SKfdwq/z/snhkQikeQR06ZNQ7ly5WBlZQVnZ2c0b94cQUFBH7pbEolEkqfkeLL1/fc5o9Bo/nv5VRITE2FjY4N1l4Jgbsm/vj8lb6BEInmZbcMikJqchG/KBiAhIQHW1i8Ho/0TOZ8ZCcsBa/PXbw8AiamATU/ofZ769eujXbt2KFeuHLKzszF69GjcunULd+7cgYWFxWv3f9/kjEnFBpNgaGQKh+EU+DXC84DYZkEkVV3U9Ua5mpL39l4fDpRTG/EX6YPW5GG1KRAnbNaLafyUKv66UZnQPuZhnFe58Cr2at9NJC/y3Qf8uR6wiDzhGp3zGcaQx1dtzjmU44vZirbtjmvUMGDPcdG/KLBv+0nOO2yQTtfofpI956aH2dMXtESbtzlLZ9KgoOtpUJqDEx/2Iteqx2L2WAbNYm+0xWM6d0g7fiby/UEe07Bv2ePrsYq8yU9qsddVyY5s5PuR8jErbblUo2Y9/V/AioNXd1+iypwWoexhrd6KcjA/rK/zXDpzZc2aFS/BMjUDL1RWWFGHcpfXLXULAPBgBN9349taT7ijrbAp4jmQNbQrrTg4X2YPa9u5+wEAm7+rL2xmtykw0GYre47vrwzkfQYfAgCs3lBP2Lp3oOd0xe98nJ86rwYADDzZXtj8NvElapR0j1MGxAtb+lEKrLW7z/fdJJb6O3rtWmHreriHaHvRJSDVmZ+p2OK0UuAdwPnG09bR6lDRfvx8XIjkAN20ELp3aicenyM15gMAml7h3POpofT+md14vbD5G/E9jlJRsPGxpMLC1sH2PADgTBqv+nxhRnm5m24eCnV6OkLH/vBWn6OzLlWGmaV+Qoi05GwMK3vqjc7zKSHlIhKJRJIHHDhwINffq1evhrOzMy5fvoyqVau+Yi+J5OOj0x/n4PoiCZG21mKSLZHkoNYooNY3u4is+CiRSCSSV5GYmJjrbxMTE5iYmLxiayYhgfSj9vb2r9lSIpFI/juo3yBP9ueeXUTKRSQSyX+LTABr9ZdxAP+fXOTvjB8/HhMmTPjXfdVqNZo2bYr4+HicOnXqX7f9UOSMya9XSsLcygCLhlAe4CQvXgKP15aK9j7AMoa+8zcDAFa34GX6mLL8Q8LhMslEyqznEtkFTGkJfXPL6sIWW4r2SczHX8Le+ziwTfmYcl2H9eAAMJ9FJFm4+xNLCaqXpqi7C38UEzbf9Y9FW2NJ8pUC60KF7ehjKivu1ZFzIyc1oP0TOrLcQXPOVrRdLpKUwTT0hbDFlSdJS4oLX4P78msAgMyKLKtI9uRS5HZdtH0bysdWZpAORB3MfXzRkcqGx9XhYFE7a87bHZ9ID7I6mmUyrmfpf5000dDG6EFlxoGPCm25b8MU7rffdg5U3XB9DpzTExDnbI5R+1oCAGwN6dzJKv6BGVyVpCwhK7gcfP45LLuou5ryNq97wEGgNkvpO7vyjxxIeGQGdViZxdMRm6uc6zy6Jo1zmwF/CtuOn2oBAKxDuax8jhxEbczXFVmR++txksZy7JpVwtZ1Zx8AwJ+tZglbrT1D6XgK7s/4mjtFOzab5BkmOvqduGyS3vz1vICwZarpvbQlcKOwTXtWRbS7OZwGAGxOKCtsm/6glYOWTU4L20TnqwCAXSkc0LnteRnRvnia3g/Dm/whbPM2Nqdrrs7BrV+5k0yoq3U4EpPUcA4Ie6vP0R8v1ICpnnKR9ORsjC5/TMpFJJL/NCkAHgBIBWAMwBeAdCBK8oDw8PBcXw76eLH79euHW7dufbQTbIlEInlbVFBApWfWEH23+1T5pCbZ/5Q67HPybudV6rT/1JhlAzijAEIAIyNj2Lu4IDEuFmlXkqF0V0JdTQ18fDFnkv8Q1tbWb+SB6d+/P/bs2YOTJ0/C09PzHfYsb1jfvT4MDUyQPTUGAGAzjwPgJg9dBwCYv7mdsD3KcAYA3P2Ox6RIQKhoqy+Rffs29tj90JGizzJdLIUtpiF5hmv53xO2ou34M2xf+y8AAKm+OtF+bnTuQgs5qDLrV/IWei/gIMXH/UqItufP1wAAe+6wp7vQCAq0S6nGAYlmfencRmr2gr7IthXtnCQJmhT2Jmda0gTCrRkHOUZn0LnLdL0hbKf2cX+MMulHWlZRHj+3HhSQlpLNaQZLWtL+ZgYcFHc6kqtEGoSQh95/YYiwPfiOvKgm7uyVNjpHnuOkAuzJzredxjQ+P/9gfNyAV4XVdwCkk542PpPOE9qAPkifrHAW23moaSXA/DwvDwUPZM97Wa13Nz6G77vXSPKsRqZzwKb9UTqOxVb2gqe05ulJshf9v+R0DWFrOYRSJR4M4xWDlaVWAwDuZbgJ24zVnMLuaTW6lngV99fqEd3Yrt8OFrZ8qTQ+P67iNIKdLnbja1hEffth5RphG/GI0gN+4cqrIyd+JQ9+VfvhwuZSjas/DnaiFaLf77FX2paKdmLz0S+ErUtrWqLQ9V7P9tot2jXSaAxWhXLl1V7t9gEAmlneErafouvQazYRMFK8/eRXrVFCrWfWEH23+1T5pCbZks8MNaD4UwnD50boNGoMarRoCzNLS2RnZeHCkQP49cexSNz3AurGKsDs9YeTSP4fNBoNBgwYgB07duD48ePw8/N7/U4SiUTyH0MF/T3Ub1+8/dMgz39iqFQqjB07Fn5+fjAzM0P+/PkxefJk6Eq/NRoNxo0bBzc3N5iZmaF27doIDg7O665IPnUeAZonaoxavAYNv+kOM0vylhgaGeGL+k3w48ZdMFaZvm2+fYnkjejXrx/Wr1+PjRs3wsrKClFRUYiKikJaWtrrd5ZIJJL/CDmebH3/vQl5NYeMjY1Fhw4dYG1tDVtbW3Tv3h3Jycm5trlx4waqVKkCU1NTeHl5YcaMGW8/KK8gzz3Z06dPx+LFi7FmzRoUKVIEly5dQteuXWFjY4PvvvsOADBjxgwsWLAAa9asgZ+fH8aOHYt69erhzp07MDU1fc0Z3oxPVULyLqvq/Vcq9o3p0ByGFY1R4ot/TjHl4umNem074cjW37Bs/WWYmOrvzv4UnhHJ+2Xx4sUAgOrVq+eyr1q1Cl26dHn/HdKTJzWtYWBiCpyg5fsusw6K1wxAX2whX7OsoEA6yUkcLvHXR8p2rmgY3ZKC/Hy3ch7fjesrAwBeNODP91aFKShu1w5eFn/wl04O5kckgyg8nt+3/nsp6PDkinLCljGWZBemLhyQ6LU9UrTznSBfmqYyB2Kmf1kUABBej4M8Dc+RtCfbnL/MA3ZFibYijeQtupkCnC6QbEWzhq81/TcKTntan4MdM8eyVMOyMQU+Gv7JP75iFvrSvrY8ITE+Sn2LrMvSB+dVV/g4dW0BAKbbuD/5W2iLH9mxFCO4BzkfzJ1TeN8JJA16EOIlbB4esaLtam0JJCUgK90Q1/fQPXEpSdfvNYDzQKd/QXIb+3ssaVEb8f3a/xfd96+/5SC+XY9IttO4EMtpljVuRt3+nsfE2IwlQWptqvDCU/m7KfJ3ukbvkbxPu7G9AQCmQfycdWx/RLRzqiQu7MoSEnMPujcJfpyP/KveJwEA3RcPFLbNfeeIdvNoso8ay7msf5tGgZNdBg3l7SYcBwD8OYGlU6EeLAlqq+oEAFCFs3wlrhHdp+0Vlwnbz8+rAwDubuD3x+hOLK250n0egNwVHyOy6T7U3jZM2BY31VaOjM2H9ORsAA/xNrzLsup5NYfs0KEDIiMjcfjwYWRlZaFr167o1asXNm6kINTExETUrVsXtWvXxpIlS3Dz5k1069YNtra26NWr1yv796bk+ST7zJkzaNasGRo1agQA8PX1xW+//YYLF0g/pdFoMG/ePIwZMwbNmtEba+3atXBxccHOnTvRrl27Vx5bIslBo9Eg+MY1fDN8zL9uV75WPfzx62JEPw6Dd8HAf91WIvl/+A8mapJ8hnTedRY99tKkNyubf2QYGPAPAcSQx881KQHHFk6k1zPp+VZk83aaaCW2eFfGpvwyl/bnhOYNyqpr3jDwMS/mkHfv3sWBAwdw8eJFlC1LmVsWLlyIhg0bYtasWXB3d8eGDRuQmZmJlStXwtjYGEWKFMG1a9cwZ86cj3uS/cUXX2DZsmW4f/8+ChYsiOvXr+PUqVOYM4d+BT569AhRUVGoXbu22MfGxgYVKlTA2bNn/3GSnZGRgYwMrgT197y1ks8VDZSvCd5QKOhX9JtOgHK8+dKjLflUeNXnqOefiTA0yEDplVSV7ref64ptfIaQ18fKkz9zH/allHp2JuxBLKkTdBhoRl7kbdt0Jl7Z5E2u2/OMMG2+RN5oa52P8wRf9pgnVyFvs26Vw4e7qZqiwpFtycnkMU4dxhNGzXonbnelYyoMOZVZgZ/uAABCT3FAYv7V5KG934cD+zIWs7cwfgtV6ivelQPJIr6gJerw0Vw50nMuBUaq8/Fnh98u9jAmtqYvfevh7Fm2iXwCALB0shU2dTR5x52WclCl42n2UF/dTV/fEU94FcFkOQ1WURf25Pt3oc/I2Ap0XQ7XNXB8zud+Ha5JCa9+UQUYG2fBKJnHyesP9ognFaP7sG0P5xS01jpPN65oJGwJ1en/9oNOCtuaFZwi0n+t1vPekz3vJlu01Rsn8HMYOJH6+uAbfo5WHqwp2qbJ2tSFSZymcfl0WoEKzeb0eEM3UJDj6j4LhW1wt36i/cuy1QCAASkcDPlTFFWjTHbn53DNcXoPGFbg7ylFFv9IaeROqyt7VvEz16I+/QDqMYEDMbPMaf+tI1nO0PluJ9G+oa082X4ve9GLFqfn5mabBcJ2KZPeKwPsgpFoqMZYvB1v48nWt95AXswhz549C1tbWzHBBoDatWtDqVTi/PnzaNGiBc6ePYuqVavC2JhXnOrVq4fp06cjLi4Odnb8PPw/5Pkk+/vvv0diYiICAwNhYGAAlUqFqVOnokOHDgCAqChafnNxccm1n4uLi3jt70ybNg0TJ07M665K/sMoFAr4BhbBlb+OoeE33V+53ZWTR2FmYQkXL5/32DuJ5ONDfo5KACDFyBQxBiQhybLWKU+fzI4IpyyehD4z0WZBUeTkoOZjKbPoeJLPi7ep+Ojl5ZXL/qp6A3kxh4yKioKzs3Ou1w0NDWFvb59rm78Hp+ccMyoq6uOdZG/evBkbNmzAxo0bhft90KBBcHd3R+fOnd/qmKNGjcKQIUPE34mJiS/dMMnnR712nfDLmKG4f/0KCpYo/dLrcc+f4dCmdajWrDVMzfWsQCKRfKLIz1EJAGwsXA0HY2k14u4kXhIoOJdXOdbfmQfn9AQ8M7HGVzVGAwDURjQhj6rAnlrHmzQxt3jKBWEknz6qN6j4mLOdvvUG3sUc8kOS55Ps4cOH4/vvvxeyj2LFiiEsLAzTpk1D586d4epKlZuio6Ph5sYBHdHR0ShZsuQ/HlPfMsafA/+VoMT3QZUmLfDnlg2Y0rMDeo6dior1GsPI2BgajQa3zp/GsomjYGhohJa9B7z1OV433lJOIvmv8KrP0RKLbsPE0giRGSRFKNftmnht9K6vAQCuZ9nLmaKdlzedxNX3lu9miUmZlr8DADRGOpUjv6SgwvgsDk4MHEL5sZ/05vzV2ebsHbMKo3MmcDFBDJ++A+bqTIR/6YpVX1IQm8MVrTzhHPcxw5s1Jpog0icELSkubIoUel87X+RjZ3rYAgA8i/GKqnIi5wxPakj/3/mlqLA5WJPsxHv6JWELH05L1A7VWLJh3pRzWUctpf0zT3HuaNeZJIdQNOFKlWGDScris5PlF3HtOUe3XVmS4Jie5clOaCOaxFzJ4K92r8UUQFjM6iYfpzcFxSkuslv6fhduq38AkA4oslQwu0Kygxf1KQd3seqcxSF/Y+r3qR9ZLqP2Zg+i/fFQOp9/PmEziyVpifmZ+8L27QyS8hz6hvM891i/V7ShrbwalOoqTEd2U85ohU5VxoK/UV8fb2Yv5w9fbRbtdb2bAADSPHnsfwhrDgDo43Fc2DZ0mgcA6PrzIGFT9WPZTN/9XahhztKP85vpfpmkcX8swl+eiKrc+RnfNYPyfuf7LkjYUrUVNZM9eLuZXVcCAJosGyFsl76dJ9qDI+i9YOsTL2zBz0iq86sjV0xd+Ac9xH4VwpGdkgFg8Uv904e38WTrW28gL+aQrq6uePbsWa7jZmdnIzY2Vuzv6uqK6OjoXNvk/J2zTV6Q5yn8UlNToVTmPqyBgQHUanoY/fz84OrqiiNHOOI3MTER58+fR6VKlSCR6IuRsQl+WL4BhcqUx7zh/dG7Rln80L4Z+taphAld2sDI2AST1m2Dg4vb6w8mkUg+elomX0XHpAvoeubEh+6KRPLZoobyjf69CXkxh6xUqRLi4+Nx+fJlsc3Ro0ehVqtRoUIFsc3JkyeRlcU/yA8fPoyAgIA8k4oA78CT3aRJE0ydOhXe3t4oUqQIrl69ijlz5qBbNwoQUCgUGDRoEKZMmQJ/f3+RfsXd3R3NmzfP6+5IPnEsrKwxavEaPL5/Dyd2b0P8s2fwK1QUFes2QpHylaD4P6paSSQSiUQiyY1Ko4BKT0+2vtvlkBdzyEKFCqF+/fro2bMnlixZgqysLPTv3x/t2rWDuzutPrdv3x4TJ05E9+7dMXLkSNy6dQvz58/H3Llz36i/ryPPJ9kLFy7E2LFj0bdvXzx79gzu7u7o3bs3xo0bJ7YZMWIEUlJS0KtXL8THx6Ny5co4cOBAnufI/jv/1aV9KRF5Pd4FA/HN0B/e+3n/n3uj+zx+DPf4Q74/3uT6U5OT8M3agHfYm8+LDLUhoDaEoYI8RV6mnJ/Y/hZ9QaY68xdlfCXS7v5ynktcT9NKRADgcBzlTq6+niUUJ+vTknXkt5wdQ2lBy+pV2nLu57OrObZC2Zaya+TvzMv0IkmQBjBMoT4lzCZPlHVLlnkYOHGJ8KTdJFWpbstL8jdWkWTD5TrLV8KaafXJx/h9kNGc5QAFvievmPNJ/p561kV7nro6mUIe0D6p0bzkHLHSll8/TXIAo1a8VB0UQfKGghZ8Ps+j/54BxKg3Xa9BvSfCpupA42d+yULYDKgiN54kclzK03r2AADv2+zFM0zjDCFKbTPbyhBBP1BGF/OnNN43nvL4pA2mKYR1AktRglewvqfqCOrjg10sF4kLoH0swjgryqbphQEA/ovu8rXopH6bf54ySRRYw/UDVQ3oYehc9JywHZxAsonU5qwRn/Yb58RW9aEx/bncamEbO6kHAGB4C5YG/VB4PwAgpRRnLplbfIdo+5chmczRVP4c+mU9SVGq9jsvbNuv0/1wOsk5uBU6WTm2/kjZQq5ksMTm+9VdAAAWESw7GbCPtMjn+swUtvHPKot2SjY9U8uLrRM2K21anuAsvq6bnSnTSJZGhcQkNd42IuNt5CL6kldzyA0bNqB///6oVasWlEolWrVqhQULONOKjY0NDh06hH79+qFMmTJwdHTEuHHj8jR9H/AOJtlWVlaYN28e5s2b98ptFAoFJk2ahEmTJuX16T8+4gHcAxALQAHAGUAgAIt/2UcikUgkEonkI0TzBpUcNW9YjCav5pD29vai8MyrKF68OP7666836t+bkueTbIkWNYBzAO4AMAXgprXdAnANQFkAJV61M/ExeDcl746P7f5+bP2RvB9OrywLA2NT2AaTh/p4L/amqspQW2HLeZ6tL1LQXKdeB4Rt5myub9BmAAVEno7NL2yRTSmFpkESe44V9cjD9ugP9nSllWTPqt1uCtzSpOsEJxkaAJnkabV5SF7NKDfyAkb8bC82KzSIg+rwK1XJSxjAaeliy5CrNs2Zs2v47KAAQ+WLeGEL6c8pvpQ25LW+F8vnST9CfUyZyT5B62CaVLjvfyps9ndtRfthKxpT54Zcbc+yckk69kg+X8HV5MFPLMTef+t9nOs75jB9gbge5vtVqDd5WBNLsmc0pB159wInscfbti7d67gsjldxW8be6JyCMwaZgOtp8qjaHNUGqqq4qFdaEfLQxgWwpzpgFPfxZiqNT34LPrfDb/EAgOcH2ZP9ogF5jLvb8X2bdrahaBu8oPPYTX3EtgG0UmDThL3NURVp7N2c44XtqzK8UnKgI+XrHlOih7DNnbAIAJCuYW9z/yvtAQD5lgsTFqzgZ9wgnZ6f7Cl8noHf7AQA7IwqKWz2TpQbetPElcLW+sfhom2lpODgjc8qCtvQjtsBAFsiywhb5m56/9S+zP1eX3KVaH+9lLIGmffeJ2xX0mkFJ58xBwAWP0Xpbg9U/AVJKp3iQ2+ICopcKw2v2/ZzRk6y3xUXANwFUBFAIQA5gfaZoEn2RQBGAAp/iM5JJBKJRCKRvDlqjf4yEPVnXghXTrLfBSkAboO81UX/9poxgPIAMgBcBlAQ8i5IJBKJ5KNhu3MlmKsyEOti9fqNJZ8d6jeQi+i73afKf3p6982CAJq0fmwEgUa20L9sU5y2G1jkZ1Rt0vL99EsikUj+htNfz2BoYIIKW0kO8PAaL117HSQ31ItuLBfJsiC5yB/fc1njrILs1Vp+qBYAwCSGv1xTc2Qgj22FrUH/qwCAsJYs2Si7h+UA55ZT0Fj+o3xup2ZWwNNEaAy4fLXzeVr2ttl6Q2wXNpzLKftsoeC7sA0FhK3wAZIvhPT05IEwpP6qnsewKZCDxoLGUPCmk4Jf16Y0hkEaX79P2wd0bCuWy3jNZ8mCug8tXxrYc5qw4Lb0Reazm4MPM1wocMdq51VhU7pwufg0J7o3WSrORx42hSbFNgd57P0HUmDgo/GcIjc9nMbUK4zPp85kqc6c+SSryDciEbaXaPwe9ieZSEDNB2K7yOckE3Fdy1KTZ7+xBMV8CbVjuycLW1Ii9TerCMtgSntT7u2VU5sK28BRLEeaf7oOAOBFOgczPW5LOZe9jFmC5HGMrifzCstlCk9h2c4KbR3x+SWWCVvvZf0BANaPWD5h+Q1JhyIr6vzI0HHcbuxDJb5XxFQRttnbmwEAqtbm5zB1FkliOhtxEaiMQD5QkpokT7d2sQQnuzHdu7G+u4VtS8fyAIDddzin/NEUHdmOK/X994RywpZTzvznRxygrFKRzcXAGGYGby8XUUMBtZ4yEH23+1T5T0+yP1riATji338A2AAG1oZ4+jDkXzaSSCSSz4MWiVfQtvYF8Xdm3DEAgGFDnvzhGelvXZIT8OcKKhGv0CacUGTyZFy1YC9WV6iGNRWqv9tOSySfIe8yhd+nhpxk5xG6QWMLnn+Hv87tgBqqV++gATTZGhgYylsgkUg+HME9nKA0NYVLGqXM+8KfA/KikygQz/kXTo1lEhMPAKi5nlOVLb3BHr2C/ajqXuRqrrpn85stAMD2AKdou1avJADALou81+bZabCJ1y3PrW3nLtwmcElO+OcXACApDc6PU+Fong3DFVQl0WkoBz7e70cebLcSnPYv8xgFNKprlRQ2c5NE0faZTEF5IcM4bZuF9uVMWz51eCJ5aI0TWIyq0QkyKzSKzpn9gis5eu+l15M8OfhOqf36cPLQqT6nk/e/4OTbAIDIjqxJtE2hczod4hWBu6toRcDTjStQGs2ga80240N7ntH54zv67+EMrtDnbkfe/8e/cZCj8x0aAL+j/EOojBHf4w0tqfBHoTH8Xei4gjzPjxN4BSNhGHl80yqwBz4nbR8AfFmUPN0Whlz6XbmHrmHuqfbCZpBF50lsw5Ux+5z5RrQD5tAzNdmjm7ANnkWBhqlqroaaUxnx6/Zc9Ojwj/yM9xk5CACwfDrnVN5vSKsn3zidFrYfh9oCAJq4snd7xS9NRPt6Jo1BPp0g2IdxtHrSJ6ajsKU8JY96/+qHhS2XDMOGxn+IA6fNrDJ3KABgTO8NwvbIgzz8xY73hjo1HcBkvA1SLqI/cob3DihSvhJO7NoKJAF4laQtElCnqlCknKxyKZFIJKkKYzw3frnssoEtSxrsn/HkKcbAMtd2WVYsmzBIB1KN3m3dBYnkc0WNN8iTLeUikrymcsNmWPXTeKRdSAFqaF4uXp8NKC8r4ZrPF4XLVfzHY0gkEsnnxA7LkthcooH4W6H1/nrPZw3wzEZbYP88FTEGlvjGQ5vOTElf4ndGsRbYe+976LBE8pmieQNNtkZOsiV5jYmZOQb8OB8zB/YADimgKa6hPNkaAOGA4poSBklG+G7hQln2WyKRfFD818bD0MAEpes9BgAsul1VvOZsR/IFixCWTdzvZgsAeBHG1RlV6fxVogqgnNEuU3Ryd03X5k7exzbrEK18w4SDVxSTOKhQPYmC/P68WkTYNNgKgLzWd36gyoOmUXTuAr9xvmSjW2GiHXyMAsRsAliyYR5Jn7vqCxwgZ5hEXnKjGdwHk9rPuW9eJGlwucjHiStI3nOnK3xdyQFkM2OnO5Q+nBNaFUpjkdGAg9TMQ0hCEdaUJRTW9+m6Mj05L7fRM5a8ZJWgwMoMjs2EsfZlVSxX7fTeQvcjrDEHTaIt9dftKHuAIurwd5GhA0lxynnGC1u2mq4rrABfq/NF+j+sDUuDwnQCKJvtugYAuOVUXNjurKD7GV+Dj1PwJwpO9IzkqpQNe18T7bnXKJjW+Da/butB9yFg8G1hezKcglutzFh2lBbGy8lZtvR/hg2vemyOIJnHdz5/CptxAo3F3oX8Xqg2guVRX9nRhbe/xrITx2t0Pd9f6SNsz8vQcbaX5vOlePB1f3fuawDA2Wo/C9uQ8EYAgK+duZJltXLxAIAa4wYL26CRm0Xb6ipJXSrbdBe2hh3PUH8Ocn5vi3Dqh9ovG+q0f5GzvoZ3WfHxU+PzFsu8QyrUaYDRS9bBxdAH2Aco1iiA1QrgMODnUgRT1u2Ef/FSH7qbEolEIpFIJHqTo8nW99/njPRk/x+8rkJe6ao1UarKady5eA5hQXegUCoRULIM8hUp/q/7SSQSyfviaS17GJiYimAvj3L8uRbvSV7AyC843RwU5IlLuMZeV9ixV0w9lbyoxj3Ze4ce5BHXGHNgX6YdaaZNUzkrSOIKdsumlNF+OSvYM6rWpn8zjM9EwMDr9LIB2Z72KSm287jEAXKl6lAgXvw89kDfm0cezyRf7k/xkhRheeuiTtXFw+yFy65FgX9PJ3AfC/a6RteVoROQ15UCA5PsdPZ14XR1CkcaU5P9F4UtdOwXAAAzna8UtfbbOaSDTpoqJXu1A4fcAQB4n+VzR2ylNIN2v/H90GjlNDDR8eSH0DEtnrC73Wwva9gz2tAxbz5zF7b0K3Ruv6O8YhDcka7FIpyvz2tTqGjf602rCKazOOgy9jHJeoxN+b7GrKFj1/W4J2yL13CAYMFldA+rneTKkUvOVQcAJDz15mutSsGb/XS80kvSOWAx2ZM0/7GF+d7Mz7cDANDl14HCZqdN55f4Na/g7DjLKw89Gp8CADjN52DR2AA65s7RM4Wt410KuuztzQGURQpwsO30yHoAgDPpvBLwgztVbWy2caiwGaTTsU10whCm/NZWtBVaZ31xZz72AAfq444kjvs6/908AMClTGOkJKnRGG+H9GTrj5xkv2MUCgWKlK+EIuVlgKNEIpFIJJL/NjJPtv7ISbZEIpFIJBKJRC+kJ1t/5CT7NbxOEiKRSCT/ZTp88ydMLQ2xYSEtXX/b+rh4LaQX5Wi2MuBAsgONSgAA7vflYL5CY7moVmp5CshLrshyEafeoQCArHopwva4Ky3J+/zKafueVeB+GWvTSBvG6QRVGiuADEBlbYxH32vzP1egoDmvzqFiO40Bn/vKEZIslN/PAXKKEDq33w6Wqtx/Tv1WWugEbH7FUoyYHlR1z+a8zqShKMlOImqwXMJ5Bu0T25elBhkPOGDP8nY0AOD5Xn9hU56k/1N8OV2h3XW6Bv+13Ienw/h1TU6Aoc61OiwhPYHCjGUMT6uT7Kbw5Ghhi19M+zzSqbpou4YrYqpbaPtzhy/V8yyNVWxhlpWUKx8EAEiazrKbeyNZbuNwjcYqbR/f44BFJPN58ZWObFJD/TYdyhIS71+DRDtrK72+4QFX8vTdRv+HNeDAxkKrQwEAqyNYCDHzh5Wi/VhbwfOnoyxFabeXKj76XOJz5wRGOv/M4xjWgO9768s9AQD5J/D84Mlxkgm1HTlM2GKL0D7lArnqZJubHCxpvIZkWFETOYPO1B9JYuLVgfcpbU/BsjvulhS2fZU5WLLhKbqGK4+9hM3Kh67hYqc5whaSTf0pbZyOROP/o+KjnGTrjZxkSyQSiUQikUj0Qk6y9UdOsiUSiUTyn2BN+WqwzEhHgrUsNCORfCjkJFt/5CRbBykNkUgknxv7owrD0MIEDjco08T9dC7qcuYrKtl9vxdnElH9QJkrBn6xX9h2H6wl2qbPKftEq1l/CdvKxZT7N34xSx9819KXr/GzZGELGMefweo0kqgYHuZsHke2UNrTdGtzuJ0i6YTJLEoOrUriHNLPu3MmCNuylOv6VDDLIaCmcxscvyxMPvGFAQCRVW2FLXYtZ1VxbnkVAKDRsJzEwI62tQuxEDbjc5QJI6tuCWEz3XNWtKN7UBC8yRo+jvdRkkZk+3sKW7I3SRWeleVja67yJdyfR2NhGslykbR8JOnw1XDpd8+jdL9SC3Ke7OyNJO+w+eqFsCk0/MPFeQWNS/LkMnxdcXTvXM7dF7arnpTzOn8GZwVxK/RMtCOdSI7i3511Jwprko7YX2c5TWIAST5O9mG9UMQylsa4TaBsKF6hnLf8SSu6NxoT3i5kDj2n3o6chWRe29aiHdaE+mNkwGO/vMNiAIC6Aaea63qYCh0FLubsK4bePF0aX2wPAGDa/A7C1qgb5bXe5c8yGEc7eiZHPWkqbDFPbEV75EQ6zvQzXITpzETKTpKkMzntps1SYmbO75/nKpayGBjSPR5c7IiwVb/cFQDQyu8a/k558wdISX/7PNka6B/QqHn9Jp80cpItkUgkEolEItEL6cnWHznJlkgkks+YyCtuUJqaIrs9BUI9f1RSvDbwj6MAgImn2RNnbkue6tvJHPj4sA17AauXoGqL+79ir2TyGPIIVvF7KGwvgik3ckRDzsVsHs2BeDa3KPIxebot7zOGAic9v74pbGnViwEAzB5xlcP4yhyo6d+CgsYc3F35otV0rZoi7PG9/w15WPMP58p+iqU6X5Ha6ryKwHzCFFafvKme89gj/myrDwDAcj9PLhI6VhTtDHuyO//FXllVDHmUH4zhYMj8m2ic7U5zBconrX1EO82IrsGenciIcKL+moXHClv4VG3lyFs6Y1uajunSgb3O2YXZM6rJpiBAv1FcdTBiBwWQeg3gIMYKtSmY9G4pHtuEa7zyEDA7RHtdXB3U70uqLKpsyd5m2wzKE333O1thM9ewh9roPgUB3p3OgX2adHq9SVl27/ub0fXMv16D+xDD3nqHmxRA+aw1Px+bX9BzemdUUWHbupyCCleV4RzbA+2uifalVArutAnlYMmaNuSt7/bFaWFr8fsQAMC0r3bwvmcLinZLK1oVOBoYKGx/JNMzeTSWbVsKrwUApOq4hYeHtRDtyaX+AACMvdpM2Orko9URN6N4YZu1qSUAYI15DajT0wH8gLdBTrL1R06yJRKJRCKRSCR6ISfZ+iMn2RKJRCKRSCQSvZCTbP35LCfZMsBRIpFICI8TmTA0VCJjOMktrDtzIOK1fVSy2jSMS3sbXaP2o1sstTCuxV8lUb0peO9FOVthsztE/8fs4XzK9+eT1EKVxrmqXQdzbmSND8lRDIZyfmevASYAgKwKhYTtSQ06t7sRlxz373qFL1CbRzpzBecFjtlGsoNEf7YFzqfvBbUF57RWmHIw4NMOJOVQ6MSLZZQgGczD8SyHMDynLYHNChpEV2fpg6MrBfzd82FZRWBhOo5DKksbDGPoRCF9uGx4/vnBom22huQfhr342AUb0TWoslnG4NWZggqDfjERtuzdOYGsLBcJa8DX7f8jyT/Cd3LOa88RdB80qRwMeHMDSSycf2GJTZJO2fmn7WnMXM9zH5+VIMmGqwfXCH9aW7uPkvtt+zu/Xu3PCwCAtOEsl/EaTzqZExs4yFXdnmQ7Xk4sHQrpycGkderRc/HXRg7oTPGj53nEkvXCtubFlwCAoCGFhe1oVd7H5RI9s0/qctCpqwHd18aHvhO2Po2ovPvYYT2536k8FvFf0f+OJpw/fvqphgAAzwP8ACXNpWdqZlRdYVubb7dotwkmGUhmIt/jca4k9YrI5vfmmK83AQB+iyyPrJRMhOLt0GgU0Og5edZ3u0+Vz3KSLZFIJBKJRCJ5c2RZdf35T0+y130XBHNLK7Sa5f76jSE92BKJRPJ3wusYQWlqhHyTKaAturmLeE31LbX9HrKHOcczHDw4vzC5lYoSbeXP5OmML2QrbFkO5L3LtGLvt81JiuJy2cTp3eI2O/NpVmgD9RZzwF4GZYxDgh97EAtMoSDItKocKHb/V06jFjgkFADwbAt7NN22kUfYJZHTyKXvpWs1rMOe/AdL+Rr9e1wDAISM49R8BXrScdQp7Im8v5w8q75DecxcV7L3Mq4l9c25PQc0qoeRV98xlb36mnD6vjJM0QnYVPKEJTGVvOwxGbw64G9KnnDTPZx68MYNXwBAwXncxxfFtB56nWqR+Tax91c9U7ttdz51cmHyNltdTBM2l+XkOQ6ZXl7YCi5n73hIN7qfLhc49VwBZwpiDLfllIpfdiQP890xHHz4rDT3LSSVjpNhy7Zba+lhcHjAY3Z1RknqvyGPk18I38/YGuStz+YYT1zaToGzJzyKCFvvmpQKr/Eq9m4HZfA840oTWl2Y5nxc2DbGUnCraQTfj6PP6HlP9OV+Q8Ptjre6AAAGFjgqbH85UWCtw0Be1eg4jqpIprnwdRX3KCbaF1rOBgCMMmdP95UMWtnxN+LjTF3bFgCgzAZUGRz8+aZIuYj+/Kcn2RKJRCKRSCSS94eUi+iPnGRLJBKJRCKRSPRCerL155OYZEsZiEQikbwdBdbFwdDABFE/aQP2fuNgv5q/Up7kZdcqC5vDn/S6sT9LLSzbxYt2yFCSbXj+ycv4BlkUYBhdhpfSk/KRXMRZxcGHFtNZGhI9kKrllXd7LGwRtWgfywyWH2hKURCk6+gHwmZajfumUlEAoWETlmc8NaOAvGyd6uzKA/S/tzcnIy7QmaUs9xaRTKTQKJaBqLQykeA1HPgY0OM69cuYr/XBSpZG5O9JuaUfFWRpRMwQWrp33cHBflFjqB0wIpSv1ZFlIEanSN7jNZ+rST6cQpKF/M2435bdSZ4QV8hK2ByvxAMAnjdj+Y7jBZaLwIuqfibl5yjP7Mp0rRYHOAf3g1U09l5rWQ5T6LdHoh22lSQ4jwfzPf7SjPY/0Y9PlzqdxjapEEsp3M+wLOV8Jr3ebjRXNPQ0JhnEL1O4omNMQxrH/PO438/H8bMSs5qezZ6D9glbabNQAMDEnqyNWWJeHQAwpep2YVu1sCG/PnIBAKDTxW7C1qTALQCA12EODE27RhKTEdM3Cdu2aH5WYuZQYGnKNA5Y3Fl6GfVbp6Jjl3wDAAD5qoYKm70JnydLW4X0egxLWn7xpNdLne/N19qInosl3geQmKSG11y8FdKTrT+fxCRbIpFI9MHmLwDGr92MyHz9JhKJRPK5oXkDT7acZEskEonks+VBB3soTU2R70fyVNZczt7C3x9S2jKHI+zytYgmr6WzA3s0Vdk61fmS6Eu19pxTwnasbyUAgOkL9hJbahcgwwZxAJffCq4I6biEAhUjzvCX9MOVFBTmouNtj6pI3s/8/ThAUGmrEyBYnbzIDm1u8evW5CWPbM4p6uJKkPfz/rccIFlgEgeNFR5PlSMf9uMAS40hXY+PO6+mRvYtCwBILsueWOu/2CuZ0JAC7HwmXBC2kNkULJnyTbywFRxNx74zxU3YvLexp9fhFnloDazYQ21ShPaP+IaD+HKwiORfjYosulb7VVzRUenCQaf3h9A4293g/RPsyTOvLs5VKbMzqD8mx3jDO1/yr1gfz0gAgGY+p2E82LQqHac+p+sziaPnJz4/X1+6PR/HczWl69sRV1PY3DqTx7zi4EvCVs6SbIsnVRM2h8lcoVJjSJ7u+afqCJt5KF3XpMUc5PhLH8qtNzaTveS7v58j2tcy6BnxncHPs81Kut/2M3jlJWciumJgS2F7VppXOExcaf8lwVxZsmFJqgJ5JpXHeVtnCmy0UrKHvtHCEaJd3ZZWFBrX51SKJRaT99u5Kj+by7wpl+axdFukpqsAvJ0KQANAo3ntZmLbzxk5yZZIJBKJRCKR6IUaCihkCj+9kJNsiUQikUgkEoleSE22/shJtkQikXzGONzQwMBIg+BvSNKgfsZyiPSrlGs3w4u3T21KAVVPIjiftvXXvqLdoxMFla1eyoFibtcpl7XDVQ6AczhMy+aJWSz9SKrKAWBZS0k6YFiSgwbdV5LN9ATLE8y9KZAs6ktbYfP/muUJ6hpXAQAanRzT92aSBMP0DtsKjaHAydRy+YQtcTtLUCIea6sS6khj/NeTZCO1PMscctIgKw14oTzJj6873ZEq+dkG8Hlsgqgfzuv5OGFNKQjU2o4DEs1PPBFthQtVbYxtylUJVefp2B6rbwpbdEcKsDQL4jHRpJG0IVQbKAkA+Rdw4Gi+MiSNiXjO1SYr+oYCAG5U5vMZPqNrfL6VKzG6DGVJQ9g0urde7XUCKE3pWgv2ZvlOwdM0PoU0XOXw2gsPvq5IkmdYPmWJSfa3JAM50I4lP2cekuzG7AWfL7osT3OMkqm/tjf5vrfrfRgAcDedgwZTXenZ9CzAY9Z1/BA+t1b9E9eDz+OW6gQAiJjBz6vlILpfSZ7chzRX3sflErUz1nNAa0gRuq7ld78UtlUX6gMAunfhgE2ddNuCiS5nRLt/z5MAgKOp3J8pz0nKtPVeKahT0wFMffkgeqDWKKCQ2UX0Qk6yJRKJRCKRSCR6odG8gSb7Mxdly0m2RCKRSCQSiUQvpFxEf+QkWyKRSD5j7C5EwlBpgjJDaGn8URNb8ZqPJ+WbNniqUwLchSQkj1pyxow0J/4i/WMoZW6wz+b8xPCjpf+QDrwsXtyM8jubKDk3dPoolqCYh1P5bV15RshUkg0EHGf3mG0wSQie9+C8wQlVOPNJ8CqSk/h3uSxslpeo7+5/8nYKI232jEF8rdatuW1YjeQZj1vxcr9RZDwAwKJ+mLClakvRG94zF7ZMW5aL+P1MmTKCh3OOav/pZINObm2Pk9RWTLsrbCnNuHy52R+UncS4iJOwpRehMVda8Lnd9pFk4UEPln44X6Ex9TjGGUcyNrBsx6QPTQ28U0OF7U4SZbBwuctZUx7XoX2cWvP1q0oUFG2fcXR8hStnLnE6Rv151p7zRaepSP7zOJmfj8jnnDPdcDCNeVYMayS89ttSX+P42YutS8+AwUN+NotVuy/aqb205etXsgxk3+gaAICKkzjbS0J+rezmR1th67F0i2ivHNoCAFC5xzVhuzalFADAOIGf17h06sfOcTOFLUbF99izBW1b8S9OGl7UmDLf/FVxibAN8mgEAOhszfnPe/S/J9r1b7Wna939nbApLel9YWnF5dPXlFgNALjh5oGslExwRvM3Q06y9UdOsiUSiUQikUgkeiE12fojJ9kSiUTyGeO8Mg7GlsbYd4dyK7vU5PzEbX+gMoiHWpYVNsVD8kRaP2BPY4MhJ0T7Ym0KgtM0TRK2qPXkyS7Ym/Ng361IQYWPt3EAoPuDENHWqMlbHTKEA7dqFyGPZ/h+R2HLWE7eTettnC/a0IcjNa2vUDBlRsNywua2mLzaYcPK8PlKkocxX+8E7nd7rsqYbq8N2Ot2UdgidpI3OvVWJWGzv039dlrKntGIIRVEG9oKlPnHX2FTJnl8lZbs1Q9pT/12G8vj8yyWPc/5/qD/n9TlSUyBxXRuTTp7L58soZUHn5acQzmrZkkAgGEqe101Ch3xrIKO+bSVrzB5bKbASKttHHxoWJc85w7H2HMctJyvIaYq9df5qL2wOfxBFS+TvfkeXfm1OPVBJ5jPgB3vMHlO/VGX5dWKIuPJkxv0PecEd9EOeWhj3vfeXvasl1tFAaHX1nNudo+h5M89vJTvYXb1ZLq+HTzeU69zIK9xYXpWejj+JWxtStHzNa/DGmHru68LAKDGzeHCZsOOdVg/prFsPO2asDW7/Q0AwMeKA17PX6DnrNwZDkpe0/IX0c7YRKsnDjozui1jKK93rePs3XY0oPPdveYDtc4z8qZITbb+yEm2RCKRSCQSiUQvaJKtr1zkHXfmI0dOsiUSiUQikUgkeiE12fojJ9kSiUTyGRPd0xGGBiZwLUsyEesHKeK1nSMoiNFcGS9sCfUpT3KyF395nu9eig+odV35HOHl7qCztgAANxuWJ6ja0ZK86a/PhC37EpcQz5EsZFtz0OCdOFoWj7nMAZLKlnQcn468Dn9nCcs8CnajAEsDR5aYKNxJquJ8Vae091SSEjwZ9IWwpVXgsbA6TsGE2TU5YE+lIfmCbo7p7Hx0DboSkeR8fN3PvqLxS2+QKGzeY+l11R2+Bv9+LO/IIXI+57U2KEISApu7rLFQZpIUJXQASyg8Zmnzmo/k/miri8PtFMshNLXCRdv6NMk7EufwmMXUJdlK+PN4Pl83CiSMjuHy825/8nEsorX5yJ8nC1vQovwAgAILWU6kNqOpiN1ULkme3IJzZocv0wZ3prGUqYAZPTeXPfjZS3GnZ6Znk4PC9tuiuqJ9fw6Ni30MB+XevkeylQK3OKAz0Z/udZYTT5E0jziH+8zevwIAIrJZMvVlPZIyPc3i4M182+n5elyP9+06ZI9ot7SkoNZaF/oIW1YmnTN1N+do3zxsHvVbyfcrVs1jkSPL2VdjobDVX08SFe9ykXzu4K8BAF9XP42M5Cxwofg3QwP9y6V/5o5sKF+/yZvz9OlTdOzYEQ4ODjAzM0OxYsVw6dIl8bpGo8G4cePg5uYGMzMz1K5dG8HBwe+iKxKJRCKRSCSSPCLHk63vvzclL+aQsbGx6NChA6ytrWFra4vu3bsjOTk51zY3btxAlSpVYGpqCi8vL8yYMePtBuRfyHNPdlxcHL788kvUqFED+/fvh5OTE4KDg2Fnx7/uZsyYgQULFmDNmjXw8/PD2LFjUa9ePdy5cwempqb/cnSJRCKR5CVJRZxgaGSKTCv6MlQmskfPLJM8rM++YI+mw036orJ4wj6axPwc7GbxlNykD4dzkJaHPfmzMhaxJ87Xko6jqsYeb9NDtqKd2cOC+vCUPXo286mPMd9w//16USBmRC8OYsy/RieoqwIFuSnC2GMe3pICMb1+DxW2B5tpO6ffOUWf5x/xoq22Ia+k+jqn1HM7RmPwdCB7idMd6FpN+LJQaM5z0Y6tQF548z+shS3bmrzN8Xs4yDN7D4256+YgYTNy5cC/e31sAQD+69gjbBBFJ/WZyRMOdQZ5bdNbcR8N0mgc4wMshM1wMgdYRm3Wevr7sldas5TGTHmEv8vV2mx0hR14bB8t4yDHbBUFkTracKpE5Wl/6kM876O8Rd7Wizd5BcK8J09PXBbRNbSY/6ew7WtPKw5W9uyVfl6TrmvrdPZe1x9yWrSvtaVzZ3jZCpvZEzrPM53KkCozeu6/nMerCXGLqor2yEXdAQDNu3DA79XV9Pwcq8SBlspG5MH2LMHe5L3RHHQZk0XBupOL7xK2E4m0QtG4/DVh6zZ/EAAgpRy/Ny9WXSTaB2suAAC4GPB7MtOZriHsqYOw/VxlAwCgtlkSEk3Vb+3Jfpeu7LyaQ3bo0AGRkZE4fPgwsrKy0LVrV/Tq1QsbN24EACQmJqJu3bqoXbs2lixZgps3b6Jbt26wtbVFr1693qzT/0KeT7KnT58OLy8vrFq1Stj8/LjsqUajwbx58zBmzBg0a9YMALB27Vq4uLhg586daNeuXV53SSKRSCQSiUSSF7yJh/oNPdl5MYe8e/cuDhw4gIsXL6JsWcqMtHDhQjRs2BCzZs2Cu7s7NmzYgMzMTKxcuRLGxsYoUqQIrl27hjlz5uTpJDvP5SK7du1C2bJl8dVXX8HZ2RmlSpXC8uXLxeuPHj1CVFQUateuLWw2NjaoUKECzp49m9fdkUgkEolEIpHkETkp/PT9B5DnWPdfRkbGPx47L+aQZ8+eha2trZhgA0Dt2rWhVCpx/vx5sU3VqlVhbMza9nr16iEoKAhxcTrLUP8nee7JfvjwIRYvXowhQ4Zg9OjRuHjxIr777jsYGxujc+fOiIqKAgC4uLjk2s/FxUW89ncyMjJy3ZDExMR/3E4ikUgk/8yrPkft+z6GkYUxKtlTDuvfTOuIbWybRAAAFL/bCtvD1iQNcSnOVfOsxnFwYuhQ8lx9U4jzRJ/+hoLTHr7g44RG0TK2127+QlP0Y7mgIpbkBJWb81L7jUclqM93eQ367jSSABSaxdspkllWkb2BNA3J8zjxcmYFklhkz44Qtqwn9HqSJ/ueIr/kQEybILquhA4cfGjuHw8AcFjMMpiEfnRs4828vB3ego9j+ZTGKidIDwAcd1HAn3IjV4FM1ion0kuxF89rMV93pg217/fhoDrv7e4AgJhifK0eJ2ksTF7wdfmtIxmIxpzH+5kpfycnF6U+ehlwwGa2tpKh1Y4bwhYyjYJAn8z0Fza701xHMHg4yV+sDnEOc+dh9NwoMvnYj0aUpIaCbbYh/EyZRtCY7q+uI8WwIumEoREHfpqGkATH7AUHtO7eUFm03RwokLXuvJPCdiCKAlFNRrDkyeUCTY2SK/DYFu92S7S/djwHAJg4qhv3N46egeTqfA0mz2l8G7nfFLa9I2qK9taetgCAfTuqCduosesAAIN/7SlsXXpQIOe3treFrdL8YaKd6kZjpTHk5+Nay3kAgCwNj6ORgp6BOrfaIzslA8ACvA1vk13Ey8srl338+PGYMGHCS9vnxRwyKioKzs7OuV43NDSEvb19rm10PeS6x4yKisolT/l/yPNJtlqtRtmyZfHjjz8CAEqVKoVbt25hyZIl6Ny581sdc9q0aZg4cWJedlMikUg+K+TnqEQiyRM0Cv1lINrtwsPDYW3NcQgmJib/uPm7mEN+SPJ8ku3m5obChQvnshUqVAjbtm0DALi6UkBFdHQ03Nz41310dDRKliz5j8ccNWoUhgwZIv5OTEx86VeRRCKRSF7Nqz5Hg875QmlqiqyltGzqoXgitnlen74IOw3dJ2w53sQcLyUAeExhL3IdO2rfT2FPkjKGAuDKeHLg1rlL5LXNdmQPq/9qToV3ZjEt9d4P4X0CzmnPk84eebsLVG0w24m/wNOLOol2+GNtIGMjYULBNuRZVBjyV2DgAvJqa1L4fA8XcdBlVn7yUJpcYA+XW3MKggxZx2nkCjSlQEUDnQmF6VYOBlTOIA9+TEleps6pApnSmldp/QfnzoQAABENPfkatZdYsNsZYatZJxOWGelIumaKlVXIO6o4fQ0A4BvEAXCqBPIMP5zEwaL5xnIlyxfLSlJ/pnkIW5ojjVVaW05h6HmU+p2qk+rOSMeL7j+b7qdCwROyJ9cowDJyEt/DggvoutNduHKk2XH2/ob8Smn/8k/jANw0VwrafPEtp1n0HUmrHxF1+dnLcGTvrkqbKnDDKl6tcT1Pnv5Hrfnc+TbR6srd9hwMWmHzHdFeFklja/qCvdYZI7RBp1P4vj/TFhktYcqpCRe348BaPNF6+F15fKbMoKjeZn1PCduWmRTIWWU8p3jMtObrmttkLQDgdDJ7+nMwVbCnf0w0efWfJVhClfr207+3qfhobW2da5L9KvJiDunq6opnz57lOkZ2djZiY2PF/q6uroiOjs61Tc7fOdvkBXmuyf7yyy8RFBSUy3b//n34+FCpXT8/P7i6uuLIkSPi9cTERJw/fx6VKlXCP2FiYiJukL43SiKRSCSM/Bz99Ol69gQGnDiEbqdOvH5jieRt0bzhvzcgL+aQlSpVQnx8PC5fviy2OXr0KNRqNSpUqCC2OXnyJLKyWFp0+PBhBAQE5JlUBHgHk+zBgwfj3Llz+PHHHxESEoKNGzdi2bJl6NevHwD6RTto0CBMmTIFu3btws2bN9GpUye4u7ujefPmed0diUQikUgkEkke8S7zZOfFHLJQoUKoX78+evbsiQsXLuD06dPo378/2rVrB3d3ilto3749jI2N0b17d9y+fRubNm3C/Pnzc6325QV5LhcpV64cduzYgVGjRmHSpEnw8/PDvHnz0KFDB7HNiBEjkJKSgl69eiE+Ph6VK1fGgQMHZI5siUQiec8oNPQvsTR9+TxpykvghTqEAACSTuoEJFpSNbyCi1hWEjqHveIPhlAw0b2+bGvyx1UAQGwm52X2PkjL5ol3OYDp/qqnou1+iALonPtyVb2QbtTHbCt2j31ZgZbxb6/mJV7HZedE2yKQvFu5vuu18oW4r8sJU4oH2Tymc5arzGiWC9idpddVHTjntWE+XwCAf1eWNiiKU37w2GK2wpa+Ryd/sTZu0oKHD/CiZW+3WSwhyQ7T5qjWWZc3jXMXbZWZ9phKlgMYJJNXTpkFON6g/RSlqMqh6ioHzWm+LAkAyLeZ5Snhw8uLdkAvClp90YnHR6WV0DqvYO+g/XG6n7H9uV+hzXWqIP5IUoyw71nGYK1N4Z35nJ+pxPx03Rm2fJPiepUQbf/BFJRrs5UlJlXtSDoRm80Bi2s6UlChe0V+jlTJ/MzFFqIgwP4F9wvblsv1AAAuF1jGoTGmqdHEP9YJ23d3v+ZjbiWtjokdBxV+6UJ97LKe5TvGCnq9891Owra36s+ifTGdpDXLfmglbEtnzwMATH7K+qaDU2YDAIKzjbjf38wV7VZnqGLk1LI7hK3qzKEAgPnfLRG2ma6UWcPbJBbpydkYi/+Dd1TKMa/mkBs2bED//v1Rq1YtKJVKtGrVCgsWcKCnjY0NDh06hH79+qFMmTJwdHTEuHHj8jR9H/COyqo3btwYjRs3fuXrCoUCkyZNwqRJk97F6SX/IVISE3D24B7EREbAzMISZWrUhmc+/9fvKJFIJBKJ5L3zNtlF3oS8mEPa29uLwjOvonjx4vjrr7/euH9vwjuZZEskr0OlUmHjvJ+wf/1KZGVmwtbBCanJiVg7czJKfFEV/X6cAwdX99cfSCKRSCQSyfvjHVZ8/NSQk2zJe0ej0eCXH4bi5O5taNlrAOp/3Rl2zi7IyszAuYN7sX7OjxjToQWmbdoDW0en1x9QIpG8NT57k2FokA2DcIrGL3Sccz4/Wk7L2YqGvCT/YhktWVsY83apjzkzg8aEsnPYeSYI29GtJDvw2s85sZMq0tePyzneLrlRSdHOmkSyFdPUGGErsEwroTBkicSdmiSHsGjDdRYMtnE2jww7+pY3TGGP2vM+pNlICOAZgP8wyq6h/oJlCgVXc4aPhIKUCcKuEZcsv7uQgqiMnFkaY/4XjVVWTb4u1Q2WUHjvo8weBvfChE2Tj7KGhLTh5W7/LG2i7AssRdHwZcNtDslaDN05w4LmhRGQBqjNNHjRgqQacUqSleQbxhm5ku1JnvG4A8tTAgazDCTiO5KOKHQSYbgvvwYACJ7G2UX8a5FNqXNf7ZZxTuyQS5QlIrYcTzW8f6dMGynFud+ZlnRhrn88FLakNeai/bgq3U/TFTyO0Y9JypM6LF7YDNLpHmes4GNnNNfJTuNJMpKjsYHCluZIY1BhNGdXObGE7uuQoLbCZvILP1NtZuwBkLtE+oG1VOb9cBoncNjwPck8ZhXcImyN9g4W7XG1SN6xbs5sYes0iGQeij6cHaPB96QTjq7C8pSbjVn6YG1F93r+w1rCdnb4PABArJrfp3ez6D50tbmFJKX6/5CLKLT/9N328yXPAx8lktdx89wpHN+5Gf2mzsHXA0fAzpk0mUbGJqjSpCWmbNiJ9LRUbFo46wP3VCKRSCQSSS7eYXaRTw3pyZa8dw5sXAMv/wBUa9b6H193cvdEg/Zd8MfKxeg47AdYWMlUYxLJu8Jr1kMYWxrj9vTiAICIZpzSyuQWeVY16VwZMeU4pdKy//WesBVy4ICshJK0+hT3XCeAcpfWG53Jxy7djSoH/lWLgwv9JrH39/FE8m56f8OBhlnlyQMZ2ogLWagsyN3qPIS9siFDOdAupwqeGR8GzpfIQ51hx17XjP2UE1r5k04g4TX2WmeWofF5POELvq5Z5FmPq8T5pI1S6LpfXGCvq20YeyCf1KJzqhsWFTa/38hrafGU/V4GsdRHHWcybO6n4O9oUtlT62xvCTxNgFKphpsdBTVm/koBoXcm8Ph47CHvYv4tfD9C1/GY+banwEfjI5yXOiaKrr/gKvZaJ9cjm3mdK8Jmrebcw+mNKA+3174XwvagB62OWJTmFQqnSXQ/Hyzg/Nb52nJuaQsVjV9kF1thM7lBrxuP5PzfL0bR+Nhu5XGyucvTnOgClG/b4hGvUGim0YNxaBNX8lTldGMrB+U6PeFns4o5PRdXzHyE7b4n9VFlzve62dlvAQAum3mFYvfceaLddCd5tdPr7ha2bDO6N+r1HMibWIBsSgsO/Gz/oLloqw/SfZo0eKmwFd/0HQCgftWrwtbVkfTHN7NMkZLF/XxjpFxEb+QkW/LeCbp2CbW/ap+rQMHfqVi3ETb9PBuP799FoTIV3mPvJBKJ5OOjleY+Wl05xAa1doIcp7MgHUuTS+eYZGz9WptVIoV+NKgO8mzHIF2B3/2rYKcj/2CQSPTmLSo+fq7ISbbkvaNWqWBkZPyv2xgaGWm3/T9+bUskEskngjmy4JSV+PILr/AUOsf8rWJkWu4/LbIyIJG8DW9T8fFzRU6yJe8dn4KFcP30SbT+dtArt7l2+gSUBgZw98v//jomkXyGXF1bHAbGpugw8SAAYNm2+uK1zAI0M3swiKUE+X+jpX+NJy+lKxN0luevkvQhNpCXu+//QLmK8y9k8UN4ZQpCy+fDk0HrNbwk7/49LcWrdUqoG98meYaqrZ+wBQy6Tsf7TqdE+LhLoq3JJo+vgSNLH1QxJFXwjeQMRuqFNIGN28TSl+d/chBktja2M8ufZ6s5uayjRvBxCv1E0po0Bw40tD/2SLSTO9JnmtcBvlZFMgWuuVxMFzYY0dfz/eUUNBp2KA3RRzi5tkE8zV40Kh5TJ52ZdKSdVman1koNWL0DhRpIMTKB0QWurOdzPFW049vT6qG3ActlohpRAJ31tgfCZnaHzq3M7ytsj9pz0KHTDTpp8A8cGNs8kAI292/iAMFKK44DAILOVha22qfCRXvtUnomPfZw/utmJynv9x91uKR9VioFnSYv4DGx6s5jkupIlfye1Oegyp7u9KwU7XlA2K6m0vWcj+XrisliacjFNLJf+q24sLlE0DnN+0QKWw0nyuX99TwOKm22YIRoG2vjiWtacLl0pwmUds5IwTds8DkKwFRn6ZRI92aJSSdnkoYUNuJnqmR5ynFva8T39deYqgCAWjZ3kJqtK0R6Q6RcRG/kJFvy3qnTtiPmDO6D2xfPoUi5ii+9npacjL3rfkWF2g1g5+T8D0eQSCSSz4sVdati2zclxd9ug+jHR/bDUGHbYHoYzmkJiLSzRsVZowEABvH0NW8ZxrISS+2E0OrhrXfca8kniZSL6I2cZEveOxVqN0DhshXxU98u6DNpBirWaQgDQ3oUQ4PuYNn4kUh8EYO2A4Z94J5KJJ8+bfocgamlIVb8Rt7CXl+zR2/tMrKZPWfZluaxNghSzbag5VxAqlo+8qCFhHLaP3UMeTI953HVQYAkY0++4AC3+Az2fhteJi9r9M4CwubakbyEhSfxPs/aU0o517PssYvuVZb3WUsp8NTx7OVTFgkAACT7clC1xVByuWVs4x/2bj9z9b6Y3uR5NbXS8fh2IlvAUA4ue9G6JAAgti57UE2/Zs+p2W90ntgpnFrNsRN5sE2COWhQ5WJLr7lxv3UJnkqBlfmnFxY2dfBhAIBhKpBvI53H+Dxd/4Mf2OvqdpK89jGbOGDzxUM77s9lmhjFjmHvrVUJCt4zcOHxialFr6e48UTK5RIHU4Z9Rc+I1WW+/hsLKO2d52VebTi3n/pW6DF71pNOcLCg21/x1NDxvu5soo3VyeCVkK9LU8BmoBkH6sYc4Hu8YaE2JWUG/+DYO6UGAGC3TnpE4yTqd6mJHNB5rxY/m2VMKf1iWkVewZlcltL0mSr4+h0M6PWLGTzOW7+bKdr1d1NqvoZbhgrbiEa76BpM+Bq2VSZ9fb+RA4XNoiZ7uts2OwkAaDJ5uLCt+4HSAgZl8f1a/Lg6AODk1o5QZaQDuI63IadKrL7bfs7ISbbkvWNoZIRRS9Zg3tB+mDO4D+xd3ODtH4CE2Bg8unMLjm7uGLfyd3gVKPj6g0kkEolEInl/SLmI3shJtuSDYG5phdFL1+LhnZs4tmMzXkRFwse/EFr1HohyNeuKwEeJRCKRSCQfEVIuojdyki35oOQrXAz5Chd7/YYSieSdEJrmCGMDI7T8inLobh9fR7xWYSTJII4eLylsz8pThcUBdVlW4pDAP4qfDqCgxIoLQoUt2IZyZ1/YzpKF5Hy03F37LEtIHlfiqo3BsyjgL7AfB/s9HEy5pf0WsawgURsb7bSLJSSJfVjm4P6HVi7gwHqA1Lkk5Qi/x7msAwZR2y2Cg/3UhvwV6bSSgtcU6/laNYVJ8nJvAX+G2V4nKYI6lnN5my7i81hFkuQlVkcaE96VxiebFTai2qL5TnYFOm3k5f30fiXpPNdY0qLJOU1GFgyPX6PXNSR98PqT5SkabRVIk9UspTAozxIK03g6uUko57LOqKmVPOikXlWoqW/eS+/wsb058LHASpIJGd3hnOrJVUj+U+kC9+dqXxqr4GkBwvZiNstgNFOpHzEPWXZR6EeSbET+ypUYf7tC991nO/cxzYHvYaYz2Y1dWPLTeeIRADryEwBDD5JkY9Di3sJmAWZGfpJROe3ggM6k0tSe1+9rYcuwp2cluhkH79rZsMTEg06NRTq5s3OCKr+b11fYuvTeBwCIaMBSlDZLWWLiWZue/XydOYDym8n0+o+jVgjbr/6/AwAa7B+Rq5rnGyM92XojJ9kSiUQikUgkEv2Qk2y9kZNsiUQi+YwJbW0FQ6UxHgykAML8R9gr+eSSNu3dt7y9zX3yBv6s5lR//hPYGx00j7yS4bu5oqHrOfLklZtxUdj2HaeUexFtuWJfyCxOhfdlJerH8zEc4GUX5EkNnfz5Wd507OjVnKJPmcTf7PeGUiq9wBmhwmbSMBYAkK8yn/t+V3IDGybZCpvPPvZ4vihOwXvOZ7niYU4S4MDBOp7cbOpv/M/stQ/+husCBAwkT7bNFvbQ2zmQN1btxUFqGkOtZ1kbuAgAz7tzNibPw/EAgFCdCpSG4/cCABQGBjD0peuO+ZI8y/ZbODhT6URjZROXJGxW9zk4URlHwYR3fuD7ETiI9td4szfZ/hwFamp00iwmFLYV7cjaNBYB33JwYkIXOuepaXwtqaXpWquX4ms9bcdpGr/2pPG92IHvcXIV8norFPHCZudExzYLZ0+2+2gOJu3kQl7/2V3bC9tvFo0AAFHteYWi7++9AABr+i4UtsvpvqL9+5iGAIBJM5cL2xWtBzrZg++10dd07tKWHLwauoJjjaLb0PPV8jS/wcyvkEc8JR8/45sn0XttzbQlwla4NnvEG4ynJAG/TuCgytr16Jgj5vcUthkDqb8z+/yK1CQVvlqAt0NOsvVGTrIlEolEIpFIJPohNdl6o3z9JhKJRCJ5HSdPnkSTJk3g7u4OhUKBnTt3fuguST4zthsWwjqDYthuW/b1G0skb0lOCj99/33OSE+2RCKR5AEpKSkoUaIEunXrhpYtW37o7uhN0BgfKM1MYaeNqbs/tpB4zSyS/DC2QfxNGR9I/5v4stTg2UYOdgtsS0v7SQ05GND4DMlJ9h3jyZ9jkecAgHuTWbJhdov9PrdXU4ClogP31TKC5AeqBJ3y4vHaZX5O8wz/Cdy34O4cnJZD2Cjqh2U4X5elbzwAICWVAxYzJ/Iyv+lyytusSGVphDKRlvuz07hSY3pDksH4+Dzj62rO7bjWVKHwRSPex38KHUdziYvDGHqSLENdPFDYHNdw5cD41iTv8ZvD++wIIFlBlj1LP55VpTGz3yJMCP2G8kU73GEpjvkezgltc8IKAFBgNAfaKSzomJrHXHUxZisdx2mop7Blm7LnMnCeViZizFIMz4FkSyppJWwu58n29Go+YTMcwpF5W4JpzOxrcfhhoi8FsrpN5vsVXZGOGVmdrzVqIwdGfluWjt9sHgeQ/nGJjm1sy5KWzBd0r+9nclXTjY/LiXayN537+6m9hC3Fg65776QZwvbLiyoAAG+TWGEbMu6QaMeraUyfZvHDOzWbpCh2p/m6Woylfb5dwcGQGXb87Bprz22l5ODezDQa80PDuT+DQlsAAGLTLZCdkgGAA1LfCCkX0Rs5yZZIJJI8oEGDBmjQoMGH7oZEIpFIPhLkJFsikUj+hcTExFx/m5iYwMTE5BVbSyQSyaeNAm9Q8fGd9uTjR06yJRKJ5F/w8vLK9ff48eMxYcKED9OZd4DtLQMYGBsgrgxJA6wdOWtBkiFl3HA9zxKJ5IYkMXCfyxIA40eccUPjSdKRmOIs/bDaQ/8XnPWAj1PRl2x/cmaS8AElRNu0BWVmeHGe80kbpdByuHkBX2EL+J4yUihtOOezZiOfO/seyQ4iWrEUwWcf/XAynf1c2IKOUMJt6+c8e3iSn0t7+x+gfqrTuFx65FYqJ+/egbdLyEdfqy71w7k/Sp5q5OSg9lnOfbz3LckFAn/ga8jyodzZhiFcXlvpzvKFTCs6ZsioIsKWfyJlAMkoyJlN/DbR+QwOsCQh6yxd45Ma3IfAW/ycJ7Sh+2344q6whQ3WZp+p/1DYYrR5xo3nv+Dj2PD9fPEnyTceDuf7almWcl4rN7O0weIRPVOJAZwo3LcHn1vtT7KUNFe+N26nSd7Ras0RYZu1oxkAYMZX64Rt8Ml2ol1gNWXs+KNdaWELWEHPe8IUlu/YTqP+FGnAY5+6i5/DIh2ob/dX6kh5btI+A0NbC1taNr1Hbio4S0u1fJzj3d2Qxq2sjpxkSjbdEyUrebBjCuWunz3lV2GbGNxYtP2saf9onaw7iOcsJzmM86I34h+JpZCRnIWzL22hJzLwUW/kJFsikUj+hfDwcFhb8+RHerElEslnjdRk642cZEskEsm/YG1tnWuS/anhsusRDJXGMG5C12ioZG+Y4R3yQj3kwncwUJEt3Yl/bKjM2VP3tDtV8stK44p+j7VeUHVpnbzM5uT9tjzFx/GYcV60YyuTZ1m3Mp3dQapop/Fir2LoGtrO5yfut2aUjpd0BHkqE9M40M6xBQU0Xn/IAXu+F8iTrxnC3m3Xr1kqdG8aVSAs+CsHyHkMJ692VmnOfexyjq4xox57S42S2S0Z052CHG1+Y6+t/wC67tRGHFwXn5+8oEYB+YXNfiX7Hp1WUr5tda/ywvasMwXxOS7l7QwCqMLinRvewmYZQ/dQN0jxUXsOXnW+Qv21uMj9VpnRbOnpRs5fbWVJ+0cnc35vk4McaBj2E908r40cQGk2m/odupLvu+VTCmiMK8z9yWzL9zgpme5nMc9Hwpb8PT1zi5Y2Fzb/32ml5JfdrYRt/tqNov3T4U4AgIJrOP95TGl67s2W8f2I+oLO1/pgf2FTVGBPd30HWj15EuMvbBGVaZ+keFu+1o3UbvjDcWH7asNg0R7XejMAwMmAn7MdNRcBAC5/wVVLK5rRdTfdwfvaFmDv9/mHvgCAcFf+nBpXbzsAoN6vI4TtYs85AIDVpytDnZYOYD/eCjnJ1hs5yZZIJBKJRCKR6MWbpOaTKfwkEolE8n+TnJyMkJAQ8fejR49w7do12Nvbw9vb+1/2lEgkkv8Q0pOtN5/8JLuVTplefdk2LOL1G0kkEokOly5dQo0aNcTfQ4YMAQB07twZq1ev/kC9ej3qlYZQWxgh9jwF2jlfZtlFbC1a7i/0IwdDWi+nwLVbARz05XmYJRRZMbTsbhrBkg2zZ/RN6+zIAXJ3QygPdHYbLpXttoeDBZ06UuBj/r0xwhY3hWQeDxbwUro6Qis7uMF5npNasVTDexTtb7qcc1WnNSC5QCGdEtiaJyRjiHPkoEHTRP4u8NtO0gm1OQd8hnQkCYr/D9f4ONrgs2cjOSe4/V0OMPSwITlKeFuWRphHkczDPJglAOYXtBICR1thU+nkQY76lmQitiEsxUhxpa/02K6VhE3dksbcMIUDNjVP6B75/sLBheE9OD96pFb64GDFwaJWofS/WdsoYXt6lwIxPf/kZ8Y0LF60A6bSNUZN5+sPa0nl0H1W8vU/bEVt92N8nBg1y04q16Fc4FF9ODjTdTFJKAoaclDuzRAKsEzuzX0YvaKLaPtcoPsZ3IulMQXW0vh88fsNPp8FyZK67+Y82FNr7BDtNW0pVWfvTduEbfkgyo3vXInlRsN+ogDM7osGCptvg8eivWQUBUlOnbVU2LpPGwQAUPJtRctJswEAf7acJWxWOsG0FbYOBQBEZdsK2/Sb9V46zqoEGvvxNXciLTkbLIZ5Q+QkW28++Um2RCKRvA+qV68OjeYz/0aRSCSfPFIuoj//6Un2NwsCgJez1PzfvM77LT3dEonkUyHkqTOUZqYouI0C9rJsOCDN7QR5bdPdOWgw8wfygnpdvilsCgP2VGrMKBjMb80TYVNFk3dPfZ0DBAs/Ja+1z654YbvUmD2VTv3Jm/p4IXsd03bQtm6r+YM/thCd+/6cUrzvRfbyhf9E27qO9hC2sBX0zZ+Vyl5pX2/yVDt0435HbGVPrus48n4rY7gKpOMVkgFlVC0qbIZJ5Do04hhPmHwbKdohNyjYsuCoa7xBQV8AgOo+pzhMa0aeavO97KFXGPFXtmcr8uRm1+HVgcRtFJTo1JTTxGWFUwXKhHo8ZpY1aJXgoSWvRuT/hc/9rCFdtzKbZ0gWkbSqYWvKQYNGRem78JEdr0YU9eVVjewmtK1iD6cZdNAGsholsWfd/Rg9c1kW/Bx5HufA2VMmNL6qIey1TppNnvdsE77XiV3o3E5LbYWtw08HRHuhb20AQMAKDjRMKEoe8xP92Pu/16s6AMCkJV/Lmq/qifazqfSsrOnCafRqLDkNAChlHips7bcNoNe+4gqTFjqe9+Yz9wEAAo14pWjzDzMBAHV2DhO26pe7AwBOll0pbBka9vpbhtG41TNnL/mU2/Sebdiag2CXB38BALhabgMSof4/PNkyhZ++/Kcn2RKJRCKRSCSS94iUi+iNnGRLJBKJRCKRSPRCykX0R06y34J/kpNICYlEIvkv0r3kaZhaGmLDF7Qc7rGL5RJqIwpssx8fJmwJmWYAgKAnnCO4wDJeuvbcQzKPJ605ONF9CUkanpdi2UnKSFpGLmrIgXSqXSw7QCad81lTzk+svE1VC52iWbLgFkfnU5lyUKDJCL4Gu7okjQieyYGI7lvom1+h1pkBpFOu52w3Pp/6KPf3RSna1n59sLA9L0NyETNflj64zSVZhrp6vLCFx9iKduCMUADA3WWFhc2/E0lCnoz+QtiMtaoU0/IstUhz4cqSMcfoem3+sBC2+Ed0nqSfWPrgP5OkI/lSWIoTYk7j7PfFU2F79oilMTnBjeaN+fWgRRRUaNaAdTCPJ9A+9WtcFbYDt7m/1Q5RAGHkOh1JRxUaq0xbc2FTaNNxexzmIFdERPM1RNJzmOxvK2yWpymTj1onZ7oym+5XojfLThZdqybaRtpnJa4I55M2e0EnjyvIY2t/l56vZ084d3bcT9w3h6lkjy7P17BhH53ncQ0O2LQooM3HHsNzBuNV/PoRX5IEZfFjhuFtKL/15PpbhG3d04oAgNLH+wqb5SUz0W7bjape1lgwXNgyS9A4T3G5IGw/ulwCAKgBqP8fF7P0ZOuNnGRLJBKJRCKRSPTjDTzZcpItyRNksKREIvkvsm9qdRgamcImkzx6zxdx4KPyN/L8PYpn71vSTQcAgJHOl2eSD//R5PtjAIB122oJm6oMBdhV68MVHe+1pEDErVM5YFFRjT3CJvHkJTY350BDz/naz1F7G2F7PJU8x+4z+etMMYhdg0FzKNBQwcULYbHrMgAguwqn60vwpet2vhvPx9HwcezWkkdQd85QYNhF2k4nnZrSgcbKcyyP2bNp7B0PGupL2xmyzUBbUdRnGQcsKky1nlUFHzvbkr22nkcogE45iQMWo1fYUr9G3OJOGtP4GEVwesCA4bSyEDSzmLC5ZPCVqbTBasm7uSJmoYFUoRPuLsKmNqZ9Tj/lKpDe7hyI+XQwebpdpvJKiMNk2t8kmG1Fd5PH/MYRDsS8N4dXSny9KHC2suM5YbscS8/HgygO6KyS/zYAoJINj8nmvvVF+1ET6m9CYw40zDhF93jGd8uFLUlNXuINURWE7cYTDpy1zaCH6ZeBP7+0z7zHtYUt7Y4tAKBHs33CtsqxoWg73KYg2WQPfnan7WkBADjcZqawWXjRvQ7Ix2koXdlBj95hTeg4+fkhn1We0gs+V3Ggpa2SznMnywApmbz69MZIT7beyEm2RCKRSCQSiUQ/5CRbb+QkWyKRSCQSiUSiFzLwUX/kJPs98TaVJ/8JKTuRSCR5ifWVCBgqTVBr/x0AgL0h5wae/1VNAEBT79vCduEHkhg8aGcnbIZp/E266gDtU7UBV9BTNqTXdwdzPukC2nzLAQNChS25GksErK6ShCAhHwfswZGWuFV3uXx9WgpJPhTn+XzhW1l24N+agr0MXZyELVtFyZqzzThYUq1NmX1/moOw5evI8pZHUyhIDTppfwusJwnG/S4sDVF4kOSl4A9xwma5jCUWNlqpgdldDqTTeGhff86SDmhzjz+vwZKNOL4s+P9EAZhh33OQY4AfSTCUdrbC9rQlBaB6bAsVtoheJQEAgfM46DRmHo9F0jGSpaQU5FzV9ssomDSzFvfbwJWkFjmyCABwn/RItFPqUzCpeT2ugmjsQ/IOTTrLZQ4vo2swLsnPkeuffK1G2oDO37/ma3XMT2PltIflTZc86Nm8UY1zq8e14lzopUvQc5MTvAsARTpT1cs+pzoJW6viFIjayIlzwRe25rH6o0YVAMDYPlwRMm0w3e8arhwYm32Y7uv6uywRWTJpgWj3nkmVIPd9P0PYBoQ1BwAY6Dxn++PouiauYWlV+c4cbPqLzy4AwBdPvhW2FDWNc80NHAx5viNVjmx74Duo09IBjIPk3SIn2RKJRCKRSCQS/ZByEb2Rk+z/GHnlEX/fSA+8RPJxEl3XEwbGptg+ngK7rO+wN9U6PwXkrWtdUdharCIPmmc2ewPPJJUQbY3Wk3vsAqdy89tJ3tsmM9n7ducJ7R8+gPd1O8uBj8Hfkgc33xhOQRbZm7zJrjrBgA5/UoCgrqdaqeSgLqsT5HFPbcoBYIlfU0BbYitOR2doQPtoUtkz+mQkB74VWE0p5aJrOAtbWFPyegfMeShsGjUdJ2hYfp3r4v5EViLPqt8hTjNo4EjHeTCIK2Lal6Egt/h4TleozubUdOpkCt7LtOVZTNB9uoeB9lzR0L1FKAAg6xKPj8ceqkCpehAqbMrf+Fo979H+8U85hd2dOF8AgPH3nOrPcwWNqWkoe3mTGvD9tNh3jfr1M9vMwun6PWpwkF6ydsGgT9NDwna4EgcaPhpOKyC6KRcz/qTrGTXhN2FbPPQrAEBmLZWwQSe+L2koebhflOHrOpdE5zHJz2N75Bw9738l8/leFONnTuNCB33SjT39HvPoOfutFY+jeUW61kU9lgibhU4E7poRcwAAX/w5SNgUSTQtqxbEtlFfUuDk1O/ZvR+Uxe+/in/1AwCsqLBW2L40paDKKu05gLL67BEAgKODZyApSQ32i78ZUi6iP3KSLZFIJBKJRCLRn8988qwvcpItkUgkEolEItEPKRfRGznJlrx3ZMVMieTjwWVvKAyVxjDZ/HLe3HuhFNjmsZODx87tI8mGzQmWSKRO5CXw/CtoWf1Rd15KN31AwXInfuGldBdbCtJzqsVVBR8V52BKVQbtb+DFsgGnqySRUERxIF22Ge2j+I2X893rcJ7kNG1eZ00G52+OrktL6YG9WeYQvpy2c9jPy/C2wRwEqnlM/VSZcBCj988UGJdUqxAf+2sK6HP6g2cXVn/xWFndIglO1hEO6IxIpHE2O8rXYN+TjhM/l6sKFvg2VLRDR9F9cD/FYx9eh/ZXz+V+P7hEgY8F79wRNlUivR63p4CwGa/i/kaOIbmFvwMHmKZvJimLXVO+X2ar6dwaM5bYlBh9TbRv9KHPeqfseGGz2UhSDYODtsLmZU33OrQuB50qDFi+4beVggoV4VwF8u4ckq2MPtRG2Awr0z6mh/ke+TVkWU5wX5KY+G7MErYnXamtVvP50n2pvbX6YmEb/XUP0Q4fRu8Vm+0sO5m/dB4AYE8iS2Mcq5AcafCcPsK2fQQHOdY68R0AoFExDrDcH0SVQA0NWfKydG4zAMBcN34+TPlxxvTv1pNNwdfVIrgxAODxbs5h7tksFADgYmAMM4O3z5Mt5SL6o3z9JhKJRCKRSCQSCdiTre+//4OffvoJCoUCgwYNErb09HT069cPDg4OsLS0RKtWrRAdHZ1rv8ePH6NRo0YwNzeHs7Mzhg8fjuzs7FzbHD9+HKVLl4aJiQkKFCiA1atX/3+d/Qfe+ST7bQdIIpFIJBKJRPJxkePJ1vff23Lx4kUsXboUxYsXz2UfPHgwdu/ejS1btuDEiROIiIhAy5YtxesqlQqNGjVCZmYmzpw5gzVr1mD16tUYN45TFj569AiNGjVCjRo1cO3aNQwaNAg9evTAwYMH377D/8A7lYv82wDt3bsXW7ZsgY2NDfr374+WLVvi9OnTb3T8dd8FwdzS6j+bceNz4nX3SEpIJJIPQ3qgOwwNTZE4l74OHAaFitcKe1MWitsNOFez4QvazuYwL01XL3lXtKPHUH5e73W8TP14HskhAhw5h3DKZspMkbmcs5AUPMTHiWlOy+bZK3jZ3LAV9S2rGGe4cFpKpbYf2XMOZV9PLrX9vBp9ttjfthU2TRb5l0KXcD5l9Q2Scdg84JLbDrPDRTu+AR0zMYD7Y12TZCKWQZwT+0kaHcduD8szwvpzfnCv2iSTMajLjiVvT5IBZPiZCltGAZI8+HVnyYapTk5ov69D6Ro6+Qqb/8Cz1FCw/8ypHd272EYsabG/Rv19/ozlDizKAbJVtH9kirWwWT2l685cxqXdzdLofgYP8BY2w1TOhvIkhDKxlC7O8p3g0iTZ8NzJshNlCl1XcA/Okx4yyka0C/yWQP3eyzM26020j3U43w+zSDp3miuPY9QRfnYDd5HGovuO/cJmoCDZxMS5nCc7rTrJPL7v1FvY5v3+i2g33kf5rR3SuT87EkoDAI6OqSxsEZUp93j+VlxCvtVPnLfaSNu1k9b8PFufIblSfBmWW/0xhjKE1LvI/UnJ5Ombq2E8/s4Y7z0AgE4O/YUt6Crdpx/tyiAjOQvAk5f204v3oMlOTk5Ghw4dsHz5ckyZMkXYExIS8Ouvv2Ljxo2oWZNy8q9atQqFChXCuXPnULFiRRw6dAh37tzBn3/+CRcXF5QsWRKTJ0/GyJEjMWHCBBgbG2PJkiXw8/PD7NmUO7xQoUI4deoU5s6di3r16r1dp/+Bd+bJ1h0gOzvW2eUM0Jw5c1CzZk2UKVMGq1atwpkzZ3Du3Ll31R2JRCKRSCQSyf/Le5CL9OvXD40aNULt2rVz2S9fvoysrKxc9sDAQHh7e+PsWfqRefbsWRQrVgwuLqzNr1evHhITE3H79m2xzd+PXa9ePXGMvOKdebJ1B0j3V8jrBqhixYovHSsjIwMZGTo5ThMTc73+Pjye0lv+/nmbMZfeb4nkn3nV52hS/2QYmGdhkP8RAMC4i03FNoFjyPMXaMve3edlyMMYslinEmNnnVzOXuRhfNqVPXGu5pT/OrWlThk7P/Kdpriwr8dGJw9yvLa6oWY9nye9J+3veZBzeee/oPVaV+DqjCG/sXc8n7YynsKCAwjNQungPgM44CxsOHkiH9fn7dQ/sDf+4WQ6T6EZ7IGFirygjzr7CFPgIG11TDfOp+1wm7WgymXp2l35Wu+MoW3tnDlvt9u32rYjV5NM780BqArQPfFZwasDWV9S0J3hVbZZhtM9jwtk725IRzqm/zK+bwUWcFXPh30ox3doM50AwhDyft8bxN5v24vULjCe85/fmsGBf4ETqR/3lvOKgedx8kqrbSyE7V4/agf8wv0xys9jEdSDVkIaG/NzmOFA45cZx89PRBvyAptH6gQxOnGA36A/tgMAht9qLWw2q+nYia05R7vNUbqumWvnCVuUiq97cd01AIBlRasKWynzUABA64WXhe2vVAosLWbKKyLT2jYS7Rxv89HkwsJ2rBUFmK7Jv0XYmk0h7/fBMZzzusqeIaK9KLIWAOBRIj8ryUfo3inKcRCsyS26hg6255FsoMYcvB1vE/j493mbiYkJTExM/mEP4Pfff8eVK1dw8eLFl16LioqCsbExbG1tc9ldXFwQFRUlttGdYOe8nvPav22TmJiItLQ0mJmZIS94J57snAGaNm3aS6/pM0B/Z9q0abCxsRH/vLy8/nE7iUQikfwz8nNUIpHkCW/hyfby8sr1+fNP80MACA8Px8CBA7FhwwaYmpr+4zb/JfJ8kv0uBmjUqFFISEgQ/8LDw1+/k0QikUgE8nNUIpHkCW8xyQ4PD8/1+TNq1Kh/PPTly5fx7NkzlC5dGoaGhjA0NMSJEyewYMECGBoawsXFBZmZmYiPj8+1X3R0NFxdKV7A1dX1pWQaOX+/bhtra+s882ID70AuojtAOahUKpw8eRI///wzDh48KAZI15utO0B/59+WFd4X/68MQcpN3g/6jrOUlUg+N171OZp21gEGJqYI8aKlU8dD7ByxWE/L8xdv8mfzwKoUNHaoMkspgsYGiLbdHZJ0FOh/X9juzvQFABS20lljTqfAyewaCcJ0vyKXIlclk8TC8SpLBGKmkO1BGe5jfAxFj9koObgs/3e8KqpRki8peDj30SRee32HWQLg15F+dLyowiGAxnc5MMzJS9u3TA74hAlJSKy/fCZMT9JJqmKcwNea5sQymSe1SULgfoIP47eZgvcSfXi5//531DaL5n29dvLnVk5u6nujeEXC9hZdq2oYByJ69qe+JTRmm1KrXomswpKNlJklRdvyKi3Tu7iVEbYXpSm2quAyvh8Pu9DYO13j58PGh+/nvYkUyOixjq/16TiSgWTc48BGOxeS/0TU4DzZlTxviPbRJLp3u6+zFMVQ+yjb3mM5RNG+jwAAJa34B+TKRSzPmNu8FQBg3Pa9wrY0ugUAYHhpLlm+fgflmL6Xydd1NZUlQdd6FwMA9NuwTdjG3KZc1jZrOVj0aXX6v1p5DoKd78cyEHvts7lHzYG6j8/QmLoX5IDO5Fo05jU2ctCkVWC8aD9Pp+c45iZLlK4PmgcAmBdbTNh8SlK++rbXukOVmgGAc3a/CW8jF7G2toa1tfW/bwygVq1auHnzZi5b165dERgYiJEjR8LLywtGRkY4cuQIWrWi+xkUFITHjx+jUiUKfq5UqRKmTp2KZ8+ewdmZxuTw4cOwtrZG4cKFxTb79u3LdZ7Dhw+LY+QVeT7JzosBkkgkEolEIpF8hLzD7CL/Y++sw6O6mjD+ZjfuJAQSLAkepEBxK+7u7l4civWDYgVa3N2htLhLcac4tLgFCyRI3JPd/f6YzZlNsQVCsfk9Tx4Os1fOuffm7smcd2acnJyQJ0+eZDYHBwe4u7sre4cOHdCvXz+4ubnB2dkZPXv2RPHixVVMX+XKlZErVy60atUK48ePR2BgIIYOHYru3bsrR0PXrl0xc+ZMDBw4EO3bt8f+/fuxZs0abN++HSlJik+yU+ICfYm8j+dUvOApz4e8puIlFz4nHAP00Frr8U84/U6k3sce4fN5KAjLZz8H7s2IqwoAyO7NgUz2vtwuUpqqG+7OUUDZCmShNHThmdjrav2EPJAWJi4xy9vsoa5Zg7ypN0M4aC4knDydFbJeV7Y91yg1nUMpThUbmoU99mkPUBrCrKs4zV6cJ3n+bsRnV7aMIO9nnKuJitKNva0hxgx4Gp0Pnycrbetd54yyuSRyurok9KXyq7Y2kgJC/RuwV88+kFK9hRXiwFTPnRTkmKkXjzXoCnv6tXHk6Uzty0Gg8dcpPV5MDHtGDfZ0TbOOYs9wzHfkzbtfg8eaYfpF1X7emqpJPivEQYM5h5I31mcP91FThva/Np0D99Kt5GvmueMSAMBmB68YlHCmJfp/OplUdzRKS29O4PsflsBt7XO6Fg4B3N/+XdYAAJbtrsP9MT5LyydWV7Y0Le+rdoFO1F7QgveJzELSgBlXyyrbkokzAQBNDnKlxjrf8PXpvHIzAOB6HD+b8RfJ0/+LcV8A6D22OwDArSR7/6MMPO0a4F8LADDdZ6OyhVejcZeZw17r3FUpgPR8uI+yjcq9VbVHzKD0g1VacdCllQU9U/WcOSjVk0wYfTEVdLGxeFc+dsXHKVOmQKPRoEGDBoiLi0OVKlUwezanWNRqtdi2bRu6deuG4sWLw8HBAW3atMGoUaPUNr6+vti+fTv69u2LadOmIUOGDFi4cGGKpu8DPlJZ9TddIEEQBEEQBOET5D/Ik23KwYMHk/3f1tYWs2bNwqxZs165j7e39wtykH9TtmxZnD9//rXbvC//yST7XS6QIAiCIAiC8InxH0+yP2c+iidbEL5kUkqKIrITpv5Zvqbh0a/ZUHhrcnW5DGtHazzsTIFxdr8/U59lb2aUjug4CCuDFQWAGSw4IC93mseqvesqSQdy/sIyh6IHSYqxoihX9KvYmOQLgQEsgbB8wse8VoLWtjVZONK/Zg6SH9wox7msNcNIGuLfkZe/nY/zce7Xp2cn6hv+3BBHn2fvwrm1AzuRRCI6Lc8K7o42CRRNoAfP5ihLMXwm0hj8f+OgSt8xJK2xmc4yjpAJnN/6flsaV6aNfE2ftqVja/ydlC3VXxR0GbaZH3jrOJalWKalgK7ErVwtMP02ul93y7oqW9h0Go/zYA7cC81G/bF+zsMLq5tftV1u07WKq8vX7OaPdF+vX2ObfiIdp3BOlshccmUJhTaegkD1ifwuO9eHZESB7fi+Zvqd+p31e5Z2RGTjSo29l1Cw7a7qLAn6fQ/V2tC68HW8OJs+r9P/AB9Hx7KT40OLAgAqLjqibPYaku+Ud+Bqo/UOkMxjW/kZyrb4eUnVzm9D4zkVxdc+SRcx5GYDZXpegoJkT48upGwnbIqodtY+JMEpvbePslk+o2t6rBvnxL4Q5woA6HqhvbLltebgXgvjJSjnwmP4ZkFPAECCI0t+9HbUx8PtxiMiQo88Y/FOWBh/zN32a0Ym2YIgCIIgCIJ5iCfbbGSS/Rlg6tH8kCnqJMDy0+J97sen7AU39UoLH5/r03PB0soWzrHk1oztyAF5JXZSFcDjFThg8XEL8mRmG8wV+W4tYU9uzjW0T3Rpth2uQ8d0nc3et4PLyKPnXIO94I+8+RvZy97orX4eqmw3mvtQw8S7myGB9nfgGDVc7W3igTZ6GHP2vatMidlpPLdXcnoz68vkczNYcR9iI/k4rm4UqPmgEntgyw+nfa6fYc96oit5Ri0a83Fsn3DluuzG5AXPOnGgf0I8fRXnmMpBp0noTVIGGoqxJ/dqC/LQ5vyRKzXe70zJBTL+wvcG58k7/KA/e1CTMsblKc9pFoOP+ai25QUKVHVawQGNkUavttaKPceeB+n6PN6bVdl8jvnzuZ0p4LHk3JtwjIlDpJ0NFraitHjaEL4+hnBjf9OmVjbtPc5hnOSNrrSDM5dteEgecaf2HHT7/SLy9HtachrBHhvZ++vkS/dr7aLyypZozGK4oAB7qn3/oH+fl+V7veEcpzPMV5qu6aZtnBHNKg/142FQKmXz3Ev39VEjDhZ1PsKe9bNb6H792ZW91tXX9gcA1Bj+g7LtHjkJALCnziTebgUHRiYWp2qVo2a1VDbb8rSSYrjI/claiJ6vNeHfIDYyEcB+vAsfO/Dxc0Im2YIgCIIgfDA67jkCr5BwPE7ljIVVSn/s7gjvi3iyzUYm2YIgCIIgCIL5fOWTZ3ORSfZnxoeUAbzp2CIn+Xz4mPfKUO6jnVp4B4Kqx0Njr0FAVVcyJHIu4meT6GZaVOXtM08i2YRuMcsGnH9hScPThhTsFp2WQ57sDpMUxbkVL5X7bSM5QEBrDpTLMpsr9emzUOVFTXS8slmE0bkN3Tnvso0zHfOpSfVCvwkcQBdemALoLJx4n1vNaR+NgY/tvZmW1y0CTEota3gMDxaSzCENKz9wypeCRf1+CVC2eB/KVR1aloPinNZyhKGuDFUtdGvC1SRdfqVqm7e+5+DELCspAPXmwMLKlnUNBx36/XwXAHB9DgeO5hhM404MYAmOZRqSYOSqxYGoUU1p/Jc1nCc8tglfC58BVG1SM4tnUjl+oDFGFfZRNgsDPQN2+1jGYcjOn99s7QoA0A6l66iNtYDHUQrsq9b3sNpuuUsJGtOPd5Tt8SIP1X6eQNfCScvjtxtOQaK19pxStrXV6TgD9mxRttS5n6r2Mwu6FtY+XCXS+jBJmVyWszTEahB9F3b6vZuyeeTngOAx6xrRvhH8fOwuNA8AUPF0F2XTtg4FAPTIeE7Z1m3kPMwuDUg+1XAaSz90eeg+aBuGKluxpSQhWd1yqrIZtKqJAt70e/N7uT+V7bGOJCQ/etRUtuNnSMI1u+5aRFjoMQzvhshFzEcm2YLwMvQA7gEIAv3FngpAZgDWr9tJEARBEL5wRC5iNjLJFoR/8wDAEQDRAJwBaAFcAXASQEEAuSF5iQRBEISvEvFkm49MsgWzeZ2c5IuRkjwEsBtABgBVACRV/o0EcBHAXyAv9zcv3VsAYHHgzdskIdKSj48hwhqGRGt4nCaZSAgnlEDFPscAAMf/V1TZngyj5ezQq5zHOGsUZ0/wbncXAOAf6qZsmtX0i3RlYBpl0/Wmpf+Aeizj0JgUaDMYE0Bkq3lT2eKa01LS9R9ZGuJ4mpb5y7RiHcf2/JwJwusofctH5vVUNreLNFb3xVxq3KCl9XeL3Zzh4t4eHx5Xe8pBrFvH2SwCb9J7L6iyq7KF+tH5sk9g6UNYA86THFiC/kLPMNWkXHwe+iq2ZUUCvJaQ5CMtOCPLsag8qp3gSRlS/Hrxea6OojzkhfLFKFtkA+rP6eu+yuZnR9IYn/WcyzuoNGehsFxCbdsIzlIS70f32/HKE2UzRFC58DKnWQ5zkNUtcMhK59TbGYAY+tftH7p+Z0Myqe2yL6bn52EbzkiT7mc+9zm3bwEA+3LwUqJ1DhrXxscFlO1JVbofQ4Z2VrbwLCx/8rxG8paW1fkldToD9TEgmsvBP1tFfdN6sjclLoGnS3pjc0THlcpWYldfAECmLbxPggNJWq7253sdUIXzVls8ot+Lxd3nKtuaYMoCExrP8pXLwfR702ZqX+73AM40ksSBGM4MlNGSrmm4SXn66w2osnaCwRrWGj3eGfFkm41MsgUhCQOA4wDSAagEQGPymSOAkqDfmDMAsgGw+/cBBEEQBOHLRjzZ5iOTbCFFeJuAzE/W6x0AIBxAGSSfYJuSDyQduWFsC+/F23i9FfFv3uRVrOh1HfaOTm/eEEB0ZARaLc/x5g0/c7LnfAhLBxuE7yfPqMtNfvi3ZKU80pnusff2uY48vraPOPLqbi2TvzgfUsBi2rXsQbvTmrZ1P8PfuIGDKVjSZifbPJZygJhFDvIwPn7AgX2uweR5zjrTXdmgJ4/nIQt2oWY+Y1Il8R65h3We7Km1e0zndD3C3svwOuSBvHmSgw+L17qk2s9mG4P3urI31aKP0WtpKh9LRx764CXsVdSt5WtqHUIb5xx2UdnOzc0PAPDYzpUT71SnMdo1CFG2LIm8z7VpFGAaXparaFYqTNfnficfZQtsQOP2G8SBj/pQyiMdXz6/snlt4vzW+rS0CmHQcL9vNzfeby17+nONoOqWc0+WUTbnP6JUO40TBRh62jkBCIennRNu9KTnok0qzgme1rii4GZpEpDYlQNrp/RrDgAY1XOpso0b3prGeog94hP7LQYADLzIVRetD/I9TrCj8fwdxXnfbbQ0hoi5bEtoHgoAyPAr32vDQc6Z7t+N7vEPRxsrGzT0TN2vzSYvYxrqMV57le38rPyq/fQ72sdDy9esq8dBGsvjynycWnStVmZbo2xLwnKr9qKl1QEAf3Rn7/b3N5sBANbmXKVsx2Lp3ddxU3foY2MBDMU7IZ5ss5FJtiAk8RSADYA0r9nGFkBa47aCIAhfOfXCz2HxDxfU/zUanlVpktyYz4yT54AAnOgzDgBgb8V/LWstSLqggQHX26fF9fZpP2ynhfdDJtlmI5NsQXhbJOhREAQBAGCvj4NXePibNzTiFfL6ba0ida/9XPj4iFzEfGSSLfznpHSu7xSTn6QGEAfyUr/Kmx0HIBBAgVd8LgifGXefu0EbYwvLLCQHiM7LQXOZ5lO58OudWBpieEDfms0bHVG2c2U5yPHqRJIvZB14hfeZSNGUzn9zZJ/+rDFX9W0uC67Lx3mbE+0pn7JVW85b7d6Tlu8f/WSlbNo48oLmbnRV2c6651Rt359p2Sm8JAdq2geRF/XkNc5l7V2E/np2zcNBfHZazv99dyHJVmKjTSQECTQhDCnLXtka2Wk8D6NdlS32FF8/q2iSbxzR8UskVSSNQf+cAxHvX6ZgyZxO3Iero/hdl/oYfX1Ht+F9dv9NEoJcz/gd6/yAJALRRXmsuUZQXutdJv1Kk8ZHtYNrktwmy888rqTgxNDsHHSaZm0YNKv0CFrJEixNCAfUJTrT8b1CeWIdlobuu8HEW5HkyY6OtMWuc4WxYlpZ9OixQX1u84zOPa1rM2XDD3Rfh/geUiYnDck4MkzgcZWZv0+1N06laNp/xrLWL96RJCQWbXl5MvY85eh2ncBl5x/MZllOER+S3mR24Of54GjK0R3uzeeOMsY7llzOJdL3jeYS6ncSKejXTcN/WLhpSZaS04Gf+/KpruHfNHFiKdOT5iRNqnPse2UzPKHjFA3soWwny84EABxpNBEREXr4/fjCYc1DPNlmI5NsQUgiPQAnAOcAVMbLddl/g14a2V/ymSAIwlfGn83z4NcKXGDFqzNP+q+OJn375aHD4BgUj8i01pi8h7TGIYn2arv0NqQ7XzWHjyN8ulgYDLAwmDd7Nne7LxWZZAufPeZ6xt/o8dYAKA5gD4B9AAqBitAAlDP7bwCXjHb7lx1AED4/fEbHwlJrwLVe9FCPKLxVfTbhHwrsKlyYPWmXtpKXeNXhEsrm0py9d47GTQM52xianaTcfLN+q6VsSRXrvHfyX7PPv+F0fg5B5N0L28Hpz6yakedQO4TTyFkbvexn7nMAXIYj7P193JXS+Xkd55Rwce7kTfVZy32086eJ3oNbHNh3/388Lrds5MHN0JdTCkY0oYBPgxO/EA7UogDM1BfZC2x7l73sdmlpjC7XODjzWhfyBHvYcfCmVTpjZc00HLDp9wMHRt4aSPchWy9eeXDJQceJy87pCi0SaZLj8A+/Jw/cJa+sVWre1zGApwOpOlEQ5INlfE2jnpNn1JLn0HjUywcAENqeA1+93Ngr6zeVAiyjw2zhiHhEh9livT95kb1+4dWIK1p6BryMVSwBYH2t4nwi48rivQ587Oy9aFyjOzRStioVKHA2Oh33Z/WSCqo99kcKjJzoz5P5wPP0vVDJgytwnvyG+hM8jINge8zlh2XKBPq9aDDwN2XbkKs0ACAmEz97+bJTBc6HK3kV4VI8B+2ufkbp+rql3a9sJXZ0BwDYuvO9WVaI+l3sD/aIZy3IVU1v3Kf77ZuBvfFLSlPAY6VlXE3ySgI9ww4W8YjUSQq//wKZZAuCKZkAVAQVo1kPwBVUjCbY+G9hSI5sQRAE4atFNNnmI5NsQfg33qBiNHdB+uskeUhWUPYRQRAEQfhaEU+22cgkW/hqeJeAy082p7cgpBAGO2sYtNbw+IuWyJdtqKM+0xqrP5Z0ZZlC2dYU9LVqSA1l08TzErn9CQoWs3BgCcX2RiQt8Y3iJXnEUjBb8BKWiKRpzp8n7f88Fy/ZB9WkoMPY7/j3MrA+SToSE2KVLTwTSxGcH5DE4LqJpCFHH8o3fX0uV1D0yUBjsLjAAXmaJ5yjOtNsqrx4/hEHUDqXp7673uA8xzH5SQZi+ydXwbw2iXMaWzqTjMTirquyOXhSYKDzPf4r3rCTjh3vwdfWYgIHGGqPUj/1Tzj4LqQW9c35fqKyVR59GABwoppJkOevNPPRRPE1w2OTSo46umaZhvAYoCf5Qlh+Dx7LM5LgZFvGkp+bbVhu43GBzmNxw/ivzoAMA2n8AdVMKkxWpDEMSHdC2WK38T38ZXVDAEDf/CxlWliJpEdO93gWdySAxpj6+8fKNiQjB+hOa9UEAPDDitXKdjc9jcddyzm699wkKc6YBSwH6ba3jWo3606VUP+K5BzuxWtQru+ncfw8j/PeCABo4swyj35LO6h2XE66ppfm83O4bOgcAEDbw7xdglFbVaSEiWxrvZ9qX+0/DQBgCZY3JRo9QvFp+FnouoQCI091mYxwq3eXi4gn23xkki0IgiAIgiCYh3iyzUYm2YLwGt7F+13/rHne73eqdigIKczjIQZo7Q2ob0yFtu63suqzjBvII7hrO6ebi0/nCgAI7sfe29gYTmvn6UBewIgM7FWLSUvftOmOslftaT7yVNokcMq8GzN9VDvHMPIiN2p+UNmOHabAwAI/cmXIW5XIc3i7H6fti0rP3ui0+8gDbZc7vbLdXEguer8+XOXw+jTymOeczb/zd9uy99enFdmzLGbPscf3dwEA16azp9rpOHl1nxVkz7n7WdVEaA4Kusy+wOQ8E2kM3r9wyrhHFeiaRVZhL2dAAHuJc66mILeglpyOzqPuAwBA+FL2tm+ZXA4A8HQYBw3m7ENe15D6+ZUt/js+ts6arl88F62E1ujUzjifU8eFVjWmZrwWyn04z+OOd06qiMn/XutOnuOc8/g6Jp6mfbZN5LHcmMee2synaKyP67gqW6yxu4Oar1e2KXPI430/HW83d3JD1R7z2zwAQPvfuivb1tYTAQBNxnOAIDLStfcszqkH6xTmZ27tnyUBAFmKcPBhvlQBAIAT2zhoZ2JNyqRiUZpXRHZ9u0C1y2zvBwBIcOTn9Z9Yqjy5tswcZctjvB+V3TndZYVOHExbeHJvAMDqnhOVbX80Vau1duXViLVVpgMAloVnR0xkIoB3S6crnmzzkUm2IAiCIAiCYB7iyTYbmWQLgiAIgvDBWO9VHPa6OERrJXL8S+Fr91Cbi0yyBSGF2VCQl+BeJx0xlHu/84jcREgJ4i+6Qmtji827ygAAHCJMAqKMy/xXh3OQmu1NkjvEPOeAvBxzOedzjBfJQHQm8ynLbBQgV646L7lvnU7ni/ibq0VmOMZykqvDyX7lZElly2ZBQXO3WnAw5NVfqW/ZszxQNm1j7k9QPVo2zzTulLI9GED5iQ0xHPhX0IeW/iOCOD+xfUkexMNY+l22YHUC4v6mbe1suN8uN2l5/kZLroyYeSPnzE67m6QP+uBQZfPuSLKEc81YahD9o1FiU4TfJ3b7WfLi34TuQ9pTfB+Kut8FADzuzvKEiEQaQ8JzDlgsf4b6MH8byxT06fla2F0i+YbPDJaGXBtL8g2LVC7KZqGnPj6qwPfQ6whLLPItoP0378mtinv9Uu13AMDS2ZXUdrEe1MfvUrFcJqg1B3leLZ0WAFDDOpT38aRrvuwB59Oe13sGAKD1qXZg+B5uCqWc6bbBPO5mYykoMXcbrlDay2sPjTme843/uaWIaicazz0p8zpl89DS741tI74fCXqSTKV3CVO2yktZlrKy5SwAgFs1vvYtfu0PAHDozQ9ao0MU5Onoys/1+cIclJm7O417zKPqyjY543YAwM2saZUtuxXJupwcryLCoMcgvCMGA/2Yu+1XjEyyBUEQBEEQBLMQTbb5yCRbEARBEARBMA/RZJuNTLIF4QOSJB0xN+PI2/AyuUlKSUhSrFS98MnjfM8ArbUB+XtcAAAUdLqnPptkzJltzSb4zKOy4hYOnEXiXlPOZpFxG9Xdtgvg7CKoEgoAOFmel98df6fMJR51OT8zMnMZ76xzaZnfc/ItZTtTnjJt+C7jjCSp/6KvsahMnOHEOS3n6K7Vk7KmrE1dVtly16Bc30GXOHNH8Hzqb0Jr7o77LywdifiR+un2A+eETpLTWOlZYpP7N+pv7LBCyhaSnSULnjcpy0dQCz631zaSqnguu6hsz5qQdKRIdb74l37nGcuj6nTN73Fac9h0zg8A0N7h31+9L/2ORvXjfi/9jcqKJ/qwtCHnrzzWRKM6SJ8to7LZeVEe6evjuCx401zHAQB7J7Ck53FpTknybCZJOTyX3lW2G7FeAADr+Vzm3qkt9WNVf869DlZ0oNqIfwAAE49UVbbM6+k6hmbld9D9/iRbcd/M97/ar/tUe97B8gAAq9R8HWtX+wsAkNOOc2u3XtELAGCZh6UvVWqz3Gj3BpKOtB3VT9n6D/oDAHAoKBv+TQ7XINX+pfUG1T4d4wMAKGx3V9k2DZkAAGh3o7myWT2gZ3t4CS7tPuxJftVev42u/7zm85QtlYbkRI1Scb81phf1PbDQ04+5237NyCRbEARBEARBMA/xZJuNTLI/Iinl3TQNtBM+TV52j/4r77a5vMtz9CaPt3i6P32i01pAa2OBxu7k8ZpcnoOn4n+kAK9c49gT59+ZPHWj26xUtsFn6qv2dS9XAECWPAHKphlMHsaAVhzMFn6Ljm01zEvZ0hfi56mQO3mbL5dnz6hTLfrGvjraJJgrE3mBb59mL7hFTnafrfmjLADAmgv6IbI6eU4d3XlcD0dRH/Ux/LXofpk9f/lS03guTuTgQ/f25I29NtBX2W5cpZzXVm05mC3DdD5mYkZK8Fyq4xll+/tefgDAgxZplK1hbqp+uPEa547OFsf9zdjkDgDAMoKvj98csl0YxnnNG03cBQD48ynn8r55lfJ/W4Zwv+7X4uDFLFXpOLp2tsrW0+80AGDpXQ40vBtNXu3gWhyQ57qTAz49DtP9TLzAx15Zx4caOfmGxPcnz/PgClzRcdnw2qpdxIn6c2knB4Za/Y/yn7sP5fzeQQmuAAC9Jd+3i+G8ymKwpeci43r24J/b/y0AYE8uXm3Q0GHQ14+94HMm11PtGYPJY5zLigMaG/WjgMUKw44qWzUnykfe4Twvj/z1G9+bwwMmAQAi9JzDvNr0gQCAX7ouVrbCOWjlZlMke8mD4vi+N6hJFSjbH22rbM3z0f0KiHVVtjwZdgMAvLR2cNBKxcf/AplkC4IgCIIgCOYh2UXMRibZgiAIwidB43VnYB8Vj2gHa9zpkubNOwiC8J8jnmzzkUn2f8yHkAh8iGMmIVKUrwfT5yil7nuSnERkI58uUb4J0NhpYWtBS+iPanCwW9qMFOz3qCYvuds/oW/NQVs5MKtY8WuqfekEldq+nYrzMvs9IpmDiz8HS5ZsQUvpZ57w+RoPOQMPQxSeWjigZt0eAIDElRxAGWqsKp1jMpd0f1qYZCJZ//ibj32CAyNP1M4OAAguwc+gQWdcno/mYL9sHSlPstaTJ/dWyzm/9YMqJJ1wt+GAPZs1tOSesxVLY6JyGYM7LUy+XjWcR7vKQpITLLtVVNnii1Bu8exdOFfz3j+o31m73VW2xJycHzxxAN2H1JfvKNvmGfkBALmuPcW/0bXhwNB0Cx8CACqn5dLcW0ZXUG1nK5K6nG7HMpgtDUoAAFwdWFZx14dykOtKsjzD9QZLRwyL6ZnSDbPiz69Tvy2usqzEIZCu80JfDqAM+4aP+VsXCoisNYvlG/tbUPDh3WYc5Lh+AJUxt3Tkmd3pozlVe2PjqQCArgd7K1uLH3fSZ305b/fYuSQHGfDD98q2axqXLF8elhcA8FzHz1mlYUcAAIUc+H70H0zl28sNOK9svfrtV23/BHpGrsXzs5mtNgUWV7Tj5+yXZ4UBAEtPl1C2yt9wiXUrDT3Phih+5ganJrnIukiWUfknUPBrbn4U3g3RZJuNTLIFQRAEQRAEsxBPtvnIJPs/4kN6mz8kb+q3eLrfHXMrQ34MkvqT0h7tfyMe7o9P6lOW0FpbokOqNgCAkq3ZI3zgOnlTSzRnD+vxWxQ05zeQvbcnBrK30MKbvLtWJlUQ60VdgL0+HvcSPbC4DFV69IwjT6Z+Iweu6d00wHP612UYeb3vD+a+Zh1JKe6sdnLQVxH7u9TXjN8q27Uz7IH2i/QHANiEcnCZhTW58u61z6ps0Vlpn4p52Lt77RdOs5dYlTyrgWX5ONqT9BVq6MsziewLQwEAkdm5MqLdfj7mirmUhi7DutvKpstIx7nXj4Mci3vQfTjXnIP9vFbzisGtmbQCkGGJH4/1Vzp3dDa+pufCyft9qyMHbOa1IW/p1pHllc3l4E3VDr5E3vysIf7KFr+SvNG3r3EQo+96usejqm9StocV+XNHLXnE/xzDQZeN0tC4Jm7k3IOBFcnDavGU76vrQ9VEvDOde97fpbm/xej5+LEuV0acEtQQABBRgINOfZeyR9ytGXnWIxuwl3jtj5TOsMnUnco2uEdXAMCzduyVL3GUvdrripOne0YQe/8He/4JAGjxvx+UTW9H5x6Ylj3wdxJ4jOeMKfzSWXGFzgneGwEAl+LZ3bzen56LoSW3KduzRA4iXu1Pz/7vVecom8ZYYtM/jleUxp6vBgDYWWIWIhPfI7eeaLLNRibZKUBwUCD+OXkM8bGxSJsxE/IULQmNRvPmHQVBEL4C6oedRWpdJB4fcVGTbEEQPk/Ek20+Msl+D0KePsHiMf/DyT07odPxX4We6dOhUa/BKFun4UfsnSAIgiAIQgojmmyzkUn2OxL67CmGNqsBRAViaks9WpQEXOyAk7eByTseYcagXvD5uxf6VX/zsT5nXidzECmJ+fxXebTfllf14UPLSP6NyEo+HC377ICdoyUuRVFwo39jrsrYZQsFc12O5FzWs0v8BgC4spflB6EjfVS79k8U2LXrB/ZYJ9prgQjAKiIR2aeQBCF4J8kYEvPwcr5FlIX6Nyw75Zv2bscBXjcXknwlzWzO33wtH+2j0fC3uetZXmqPz0vneViBAyi1JUje4r2T5QD5GpEUZetWzgOdPixOtUNakQTB+RDLQBK/ozzJ3t9zoOHDeZQ7Ot0YPrbnQQ78u3aZZCnhWTmoMMtqCsB0eMhjOPmI+h2Vn3M6e61WTWTtRb87d2bx/XJ3JmePa9sHynZ6DclNvK7ycSLXU55xa3eW9MDNVTUtYqmPGTZzHugD+/MDANJc4j5WmEpBnJOmNFY2+6fscNJ1fAYAeHqJg0l1c+jeNdt4mPvYkAIog6fxCnCsNe8T0JT63iPfQWV7lovkErues6THOpT6ZvmQgzPvNGZ5T6yBnpVUKxyVTduD8m0HxKVStnu1jJU8b/N2jaty/msPYyDr3sss1cnuQMcZPJzzx2ezoueixoyBylasIVf1PLmGZCARefg5+6fSLABAu2tNlG1innUAgK472ivb1tpTVXuNBeXeLmzDv0vheupjW9eTyvbjdxcAAGF6C0Dz7tUfxZNtPjLJfgU3/z6PP39fBv9L5wAAmfMWRJVmbZA1b34AwLJfR0IfGYiTI3TwYckTimcD1vQCBv0O/LAKqFMQyJL2JScQBEEQBEH43NAb6Mfcbb9iZJL9L3SJiZj70wDs37Aa3h5aVM9HfwVvP+KP/RtWo0KDpmjWZzBO7NqCcY2ST7CTsLAARjYEFh4E5uwFJrb4b8fwqfAhUsJ9TXwOgZEv40Pca1OPd3RkBFotz5Hi5/haWTesCiytbPGgktGL2I+/FOO/pyC2xyU49Z5dA/IqFnS6p2ylfmRv2R9zKRVausv8uTaOjmkwAIZY8tp5j7sBALhzmoPi0rg7AQHhSOPuBNtgevdem8Dewlw/krfQ6TeuFpiqAXmJdRn4ZfxoKHsvy3chR8naeRykVq0jeSUvTGMPyOUWFATpXJTH71/P5CvyIXk1c+56oky521Dw4q427P3O2I6CHL898EzZTj/n1HtOV8jL7nmC0xBGD6dAvOBn7Mn1nUHeWIOGPcPVDnOw5JqhFECZyonPE3KUvNqdDq5Ttj8e0RhytuBqkeeeUdDkA39Oo1c4T6hqR7Yjb/2DVrxakXM+rUDEr+OgytWL6Zq27PGnss05VFG1s/9IXuvwoeHKZrGY7n8FJ16hCPmd0vDdas3e/e5buOJhj4MtAQCVHDiAtOlsqrBoaVLJ06UZvSe0y9i779AuULU79egLADCYpLBbnXMVACDCZDJ44DClypszdqqy/R3H1+K7o5ReUhvMz0dGq2AAwNwHvIJz6yylz/u54+/KFm/gFRW3lvQMrDlRRNkuxdPzvCfPGmVLCmL8peofyrb4Oac7PFRgOQAgzsDPT9GVdH2OtuTUg/mOkSf8ZIn5iHt3R7bIRd4CmWT/i+XjR+HQpjVY0BFoV0YHrfGZ1el1WHII6Lp4NcKCg5GQkIimxV99HDtroF4hYP+VV28jCILwNeFmiMaKEJrUaGvSt29cAkspEGqUJwQEYO2zMQAA3QmeDVhF0OTZoo4B25rmxfZmnHlDEIT/Bgu8hVzkg/bk0yfFU2CMGzcOhQsXhpOTE9KkSYO6devi+vXrybaJjY1F9+7d4e7uDkdHRzRo0ABBQUGvOOJ/R8jTJ9j52xKMbmhAx3JQE2yA2h3LAaMaGnDu0B4AgJPtKw5kxNEWiE98/TaCIAhfC1oY4GGIgochCm5Po+H2NBpeoWHqx5Q0ceFIExee7PPUukik1kXC/WkU7KPiX3EWQRA+KEkp/Mz9eQtSag55//591KhRA/b29kiTJg0GDBiAxMTkE7KDBw/i22+/hY2NDbJmzYqlS5e+0+V4HSnuyT506BC6d++OwoULIzExET/++CMqV66MK1euwMGBlqb69u2L7du3Y+3atXBxcUGPHj1Qv359HDt2LKW783Z937IO1loDulV89TbdKgKjNhgQpweOXAdqFHj5dgYDcPQ6kFX02EIK8DoJxqcmJRE+L7IPugxrR2sMcSNZxcibNdVn2hiSiaS6wevru89ToNmB4PzKlqsEV7lzvkdfZLc7sUTCYx7JQHSwQLAlfQ/o7GnZXBvLX8Ie8SwreGJHkgWLBJZ+KM9HfCJCVlkifH0intUn6VCMB/vM4q7wMTdso1zQXps5D/S5BiSXuDWIq03q7WgflwycszjTXM5FnMTjShyQd/0yfW6RliUdVydTHnGEsMQmIIyDJWO9aNubbU00C3dJgtG46Cll2lyWJAtWJnKIHc14+dT5Kclx7mfLrGz1m1Og6m8dOeL+UWmSYmjWs1co+jvjGArxtY1qzWO9OoyCAK1seVKSrTkFcj5ow3mee7bcDACY9gfnvM6+lf9YCixF4068yvdDt5bGP3l6FWWrnuYfAMC+OoWVbeAiDvLLuZWkGD3W9lS22PJ0zI6t9ipbklRp1RiWSLQa01+14zuEAgDiLrkqW7H9dMyOBXj+sXDcFACAlQXf193BHGA5oTDJcYb81lrZhq9pCgDQxvJz+FfXCQCAdRHZle3XE9VUe16ZZQCALU+4kmNWY7XNiyZ5spvs7AYAOFlrirItf8T7nHGle9zuIF+zttUPAQCe67g/F0uSBCfn5t7Qx8QC+AnvwocMfEyJOaROp0ONGjXg6emJ48eP4/Hjx2jdujWsrKwwduxYAIC/vz9q1KiBrl274rfffsO+ffvQsWNHeHl5oUqVKq/s39uS4pPsXbt2Jfv/0qVLkSZNGpw9exbfffcdwsLCsGjRIqxatQrly9PLb8mSJfDz88Nff/2FYsWKpXSXzCbowX1kT6+Bq8Ork7SncgByeAFBYcCkHUC1fMDLUmIfuAKcuwuMbvTh+isIgvCxaX/kEDpP4mIb+gj6WtEfMtkonCZe2jcINPUaQKMHQtPYoe53QwEAzn9z5o64jDT5szlz86X7C4LwH/ABNdkpMYfcvXs3rly5gr179yJt2rTInz8/Ro8ejUGDBmHEiBGwtrbG3Llz4evri0mTJgEA/Pz8cPToUUyZMiVFJ9kfvGJKWBi9XN3cKIDm7NmzSEhIQMWK7C7OmTMnMmXKhBMnTrz0GHFxcQgPD0/28yGwtrFFWNTrVzcMBiA8FiiRHTh4FWg/HwiOTP75rotAo+lA6RxAFZEMCoLwCfCh3qOOsbFI/TRK/aSJDUOa2DB4hvOPKR6JkfBIjFSfecSHqx/NexShEwThv8HCYHirHwAvvHvi4uLecBbiXeaQJ06cQN68eZE2LUsJqlSpgvDwcFy+fFltY3qMpG1eNQ99Vz5o4KNer0efPn1QsmRJ5MlDSy2BgYGwtraGq6trsm3Tpk2LwMDAlxyFNDojR478kF0FAOQvVQbbls3HX7coFd/LOH4DuPsUmNceaFAE6LAAWP0XUD0/4GpPebIvPwTK+AEb+ybXdQvCh+BTybEtGWQ+bV71Hr37YzZYWtrCfjl9uYzLvlF9NvTnugCAbr5cctpVSxkRZjasDwCweWLAY1eWQyStsL9KBvLUmuQG1q6kqY6N4pzGqaPDoTUYEBttDbsg+hKuu+Uv9fmicSRLCCjDS/ct61Fe7kVnSvFxjnIwpUrmkIplDhZ9aSm+y297lG3hpsoAAIcDPBZtHMsl7rZP+guAbakOkAQjzXqOcPdfQBklEkbwF3ymv++q9r1ulC0lIQPn0XbeQ8vgD/JyrubMqyiLSVx67k+UL4/B8QFpUDUlWN6y5iqV17Ytaq9sdk/oPtguNPmjahlLXpKIT+eq2pVz03hOLWU95J2O1Ef3SywxmTeT7keGv3kswd9wH/UVqG/2JpqBkGt0ngFe25VtxELKHtKs5X5lW3KRpTFVWtIzMO1QZWXLuppkFWtycR/79qSMHCtCeEXc9SZP5n76hrJ8HPDNpWz1XEgm1WFUX2X7zZOypqzrzLITL1v+Y/GnOSQT+bPPeGXbFUWSkEtRnIXkUAzll/e04n1PVp6m2juiKJvKry2WKttTo7zDyYLzmh+qORkAUHwdl2yfU2uRape0pW33Vpxq0h96zjaG8/V5FOcKAPCvOx/hEXqk6od3Q2/8MXdbABkzZkxmHj58OEaMGPH6Xd9xDhkYGJhsgp30edJnr9smPDwcMTExsLOzQ0rwQSfZ3bt3x6VLl3D06NE3b/wahgwZgn79+GkIDw9/4YalBPlKlkG6TBnRd8UD7P2RAhdNiYwF+v0GZPMEKuYhmUilPMDiQ8Cuv4GAYOCbjMD01kC5XJTKTxAE4VPgQ71HN6QpjnGdePJjFUqeBZ+tnKJu9a1f4PY0Gk+tndG02CAAQOHpZwEAOxbz5Hj34pHwjEzu+RYE4dPC1ENtzrYA8ODBAzg78x9gNjY2r9pFkVJzyI/JB5tk9+jRA9u2bcPhw4eRIUMGZff09ER8fDxCQ0OT/SUSFBQET0/PlxyJboY5N+R90Wg06D1pPka3qoZiw4GBNYGaxj8Ct54Dxm8DHjwH9v+PddhpXIDBtenn31gceP35DOVStv+CkMSrvMoSJPn18qr36MNKdtDY2mLQ/7oCAKI9efmtUTvyLK5sUEnZnhUmb2vRBeeULWQqe8uC89K/2gj2IOpC6Jg6awsEFSEP0dZVNLnOuOaW2s7SLhGIpH+fDSBP5d+R/IfA04p0zCzz2Y220oJepLaJ7NVIfZa9u9c70hd7eGb23mb5nT5fuoq1lzUbkLf07z/z4WVknUkeXO1z1geGfmu8nibXtUsuCj5cm4aPXe3QY9XWd6DvQ8069v5G5KFr8jiaJyF3B7gCANIcYq98qmt87oTcxoqZOvZ4Ou8jD7Y2nidATwtS+/kNDkT1O0o69/BsnFs8zp0D7fz7kFfW2Y299j/0Xg8A2PqMr094O3oWrg8z8V7HcX+y/UrHLD73jLIdb0eBmjP6cEXDqKZ0r1etKa9sg1psUu38thTk6VmB/wCbuY+qTMaYnG/U9oYAAOtQfoZ/msc5qvtfoX0GZOe83vU29QEAdO/Htnx2dL7GM9lz7FiBs1cs7Ene6FnP+Q/EtUeLAgD21J6kbB1vvFgko+9t9p5urDIDAKAx8fTPe/4dAGBs2uPKlmcTBWdeajRd2SINPO5ow4tL5pP21AAAFCl0g4/tTasHayI9ER2pe2Efs3kHTbazs3OySfabeJ85pKenJ06dOpXseEnZR0y3+XdGkqCgIDg7O6eYFxv4AJpsg8GAHj16YOPGjdi/fz98fX2TfV6wYEFYWVlh3z4OlLl+/Tru37+P4sVfk3j6PyJr3nw4NhxInwpoMxdw70I/becBGd2BY8OBQpnffBxBEARBEIQvjg+Ywi8l5pDFixfHP//8gydPuHDUnj174OzsjFy5cqltTI+RtE1Kz0NT3JPdvXt3rFq1Cps3b4aTk5PSv7i4uMDOzg4uLi7o0KED+vXrBzc3Nzg7O6Nnz54oXrz4R80sYso3mYA/BwO3AoHzxqJl3/pIeXRBEN7MrFmzMGHCBAQGBiJfvnyYMWMGihQp8uYdBUEQPgM+ZAq/lJhDVq5cGbly5UKrVq0wfvx4BAYGYujQoejevbtazevatStmzpyJgQMHon379ti/fz/WrFmD7du3v7Jv70KKT7LnzJkDAChbtmwy+5IlS9C2bVsAwJQpU6DRaNCgQQPExcWhSpUqmD17dkp35a3591J6Vk/6MYc3SUNet4/IRoT/Csm3/WFZvXo1+vXrh7lz56Jo0aKYOnUqqlSpguvXryNNmheDzT4FOtfcDVtHS2zfQEvfzv5c9vnoUcpbbKFl2YBziwAAwP57HB3u1Y6fK8cxlPO51+ZNypb4rRYIA2zs41G22WkAwNaz+emzLF5qO8NJWlw1hGjgOofyNt85yUF8mEr/dFi0WZlWVKTy0tX/vKhs29exNyrLOgqw1NnwuOI8qUS64wOeAZwLJlnK/QYs/cgx77lqXxtC/bG7yl8KMemMFSj17G2b/Q99nu3IXWWz0fDS/vPhJHmJOMfPw4+N1wIARp/jHOU55sQAAG60436nMsk3bX2bJh8DcrNsZ8mSugCAgDK8T44lFPB4wyS/deql5OGr7Mwyjk2HWBL0sBwFOcZk4n5PvEafhz3kQEwMpc8b5D6vTFYWLEPYdYbuzbZZ3ymbzoZkPdGleCx9C+6mY+fnZfrV3Tmf9JRudA9XFuJgv6jWJB3xnOWobBPmkZyi8cZeyjbmCh9ne8H5AIDyqwco2/qGUwEAqbU81j736gIAJnVdoGxDrtZT7bsJ9Iy7WXLcgX0AXfNKB/nctg7U71PFFirbt6c5wLLxyU4AgJ3Fef6TJBPRmgR1VSh8CQBQYElvZZvXfJ5qF7GJNbb42t9pNBcAcD+RJUZHY6nfDRxCEK7XowPekbfxUL+lJzsl5pBarRbbtm1Dt27dULx4cTg4OKBNmzYYNWqU2sbX1xfbt29H3759MW3aNGTIkAELFy5M0fR9wAeYZBvMuKC2traYNWsWZs2aldKnFwRB+GhMnjwZnTp1Qrt27QAAc+fOxfbt27F48WIMHjz4I/fu02dj6qKw18UhWvvhY3AEQXg3LPScRcicbd+GlJpDent7Y8eOHa89TtmyZXH+/PnXbvO+fNDsIp8D7+K9exevdUodT7zewofC1MstXu23Jz4+HmfPnsWQIUOUTaPRoGLFiimeezUlWTW7MrTWthj6xwoAQN8DzdRnyyqSJ29sIw7g8r9KnufZ1ZYqW++zHMRWdCwFMg4dx9XndsVR6sC4REvsvUsVGt3SkScyqGhqtd26n3Ortm46efLi1nIlwuyDyTO4YmhJZbvdkVLmLZnEAZIt13LKwbnryZOpjWHPYLQveS1d/zYJlmxNHma3qmy7/iN7SZNSkcW58SQgnbHgTlQa9hw3zklf2jvmc5q4rf+roNquwXRuWw+efYzTU0Be/Toc7LamC60iVCvAHvrdqfxUu54fBW2N2dRA2bI8Jq+1Wy4uOR8ylvqboxcHeR1xoHtwyZNXEVwTuD8T2lFlQNPiQSNG0B+OzX/gyojnGlOA5KYOLPVc2ognPhu8aHXE5TYfp3c/SrM3bTJXatOBrnkR+9vK9qdLGdXeVoQCDY/F+ChbWCitcIS3Zu/tzCC6zjsbcPBhly59uL8zaJXB9jnf418e0fNx8u+synahFp3v27Xsdb7YaKpqlzGm+wsuyCs8bsHGVIlH+Q/EsYPod+rHwNLK1qzGYdVe9weNcc83OZTtbASNcW6GI9zvJ5QWsGD5a8qWw4pTMoYZb11qLT+HOgMZU2s4oPVSDP2O1LC/Ce37ZD/7gJ7sL42vfpItCILwOv5dtOVVWTqePXsGnU730tyr165de2F7QRCEz5IPWPHxS0Mm2YIgCK/hXYooCMlZ41MaDolxCCop1bkE4XPnXfJkf6189ZPslJZ+fGgkWFL4L0iSjrxJNvI1VHk0t4hC6tSpodVqX5p79VU1AD4FZvSfDUcnDRqt6QMA8D7IS+C/ZKsOAOj6Bwcaaoy6ie7b2imbTQYOrnrWhnIvxzTg9ehtlvkBS8Cv901UA1UTTGMdAQA4/EcWtV2+1vw8pR/7NwBg8p81lC1HdDAAIM+Wh8qW2IVyNT/+kfv9x9iqqu0ZQnaHq5zO60E9Wn53q8vHCXtMeaTtgll+YP8PB+JFeZO9VeVDyna1BN3XiCa8XUwHymsdFcPPSUw+/qqNd6U/NAoX5fzFjV1JJrHcv6iyZV1B/T6fkSsIpnXnPNHrTpGcRGPNk5jrHShgcXgWrmS54CeqzFlqA3/ZNbamPOGT5zdUtvtV+Dg/XaXCD/GJ3G/3EBq/iyXn935Qh1Zt0pzha9YyVRfV7t2QNLEzd3Dw4bSblAt7zMDFynYggmQwpe35msS68h9ks59R4GQt1wvKtqo0SZnaL+mpbEeCSG70tCDLfOpP2q3aZWzpGdjQbYKy3UxwBwB8UzJA2Vrcomt2rtEUZdsRzb/Di4ZMJVvEN8q28j5JVS5+P0PZci/vAQD4vSlXeQzV87OyyoXG1cnlgbJN2krXPrHlQWWbk+c3AMCBSJYgldzSX7W316R+ltzcR9my5aLx/Om3TdkaOyfpj01kUO+CyEXMRtwKgiAIryGpiELSz6sm2dbW1ihYsGCy3Kt6vR779u37JGoACIIgpAgGcGn1N/183XPsr8uT3WDilxPM9TIPfEp5t9/knZSguK+Hr8FTnZL069cPbdq0QaFChVCkSBFMnToVUVFRKtvIp8hPndrB0tIWrkMoXV3kTXf1mXY0BcZp5nFQ3LSuFBhpWZY91WkX2Kr21YHUnlZmqbLtbUAexvNDvlW2MhMoyK/QLvbilXRgT2aXA20BAE4P2Bd0szX17er5QsrWe8leAMDOdhxcdqMje1a9jU54gyUHhaX+m4Icm3TiFHY3/0de2Uw2wcq2YkJ11Y7MTLOFLbM4IC8mDV2DhB48k0joQYGc8e044Mzv90DVvtaTPP0BEzkF4rlBFAyZsJuDQDUJtDrw7CKn+su25Cn3pxp9fUcXYc9yJg/yUK+pyYGhrno6dxnHq8o2L6gsAMD2Ofc7IhtfM43x1lpp2dZowi4AwPwbXOUwkRznsA3mVYQOxTgwclcb2jZ1Tj7PM9A9HD+tpbLp7Oje7PXiP0a92txV7cOzyMNf6cfLypYU+Le703hl2x/tAwAob8/7trzG57lu9EYXceIAyzmjyJu/4ZeJytba9SwA4LuJA5Vtck9OmRegozSGuwM5ENXGuMgw/AlXP020p3GPvM8loQPCeVVMa4xP/WZmD2XT56LUjfmPc+BwfBzd699KcCrAznU4IHZ+KFXhvFSPveg2FrTP4Vj+/clsnPGF6KIRoXvLtB8miFzEfL6qSbYgCMKHpEmTJnj69Cl++uknBAYGIn/+/Ni1a9cLwZCCIAifLQa8hVzkg/bkk0cm2YIgCClIjx490KNHjzdvKAiC8DkimmyzkUn2V8r7yABEQiAIXw4xaWxgaWWD2MOUd3j9MA4K2x9FeZBjDVbKFv1DKABgWjYOqOplxUvbtg9IazB6bBtle1aK5BD2BVlCsesRLbUH3mN5SuC3vJSuiSIJwaAuq5Xtt/oVAQDPv3VTtqXnSdLhmImlDX5TQ14Y59Mp/HVntZLGM/ECVzlMn5rGFezkoGzP8/EEoWERqlS53pYlL0nzhx+KcnDdjpkUDJdzOuf3Np1o5Jz5DADQf+cmZRvXga5VWFOWXaT+m/o7ot4aZZudn6Uqs7PPBABsCGHpzJEZJKsY+ud8Zeu2tjMAYEwtzn8ePIGuVWIDlsZkncSVNQcvXg8A8NByRcO6h76nocTwdezZkCQkS/NzwKZ/NEte7hvrL5X35oIfN3rnBADc7cXX5PeiVOXvjxA+zoVe+VQ7tgQ9UxPucjW+HC4UxPgsju9XEtnTcfBx/GIOWBw9YRUA4EoCy5vmjKGgRH56gJoTSCayoB8HLH7/M1dyfF6QtrYKYwmSISONp6QTS55+t6H84Zcueivb4EpbVXt8OI3HxiFW2bpnPQkA2P2EpSgaY23yZvs5qPTX79aqdkVHktHYm+TEDtGRjCgwkXOhX4mlINrxp6pCHxMLYCTeCT0Ac/Nsv7sq5YtAJtmCIAiCIAiCWYgm23xkki0IgiAIgiCYh8hFzOaLn2R/SRlFAGD9D6+Wamz4D/shCMKXwcifF8HBSYOb8bSsXmUnl5J2vk5fEfaBvOY7dPRSAMCPV+oq26A6G1Xb0yoUAPDrD62VbWJpkjzoSvMa86LWdQAACXl4yf16Zg4QzTntMQAgtgpLVfT2tByuTTDJ5uFIx4xqxTmkH4WwVCPrfJJghEXyPplvUeYO1+Exyhael8Zf/9c/le2f7LzUvmUHLf33qMuf76tGeYs3ZmXZSfwikqrYDeele20Cy0Aej6dr2vEAZ5yx6kppJhzOs4zheS7abn0Qy1PC97H0oes+0v1nrH5X2fTGS9V9JcsKMh6iTCoh+VIpm6WGpBb9cnI+7fFZm3O7GbXHrl7EfbSlMWRawM/CsquUj3x495XKNr1/Uz53EF3f/ZULKtvW3ykbSIfrnPXDVUPj33CI5SJHV3G2j0qzSL4xyGensjlrSGIx8Cbn+tYtoufn0LD7ytZ1xDrVrvI3yXKGZt+ubD0nk82KlTGIyE9j9LHk8vSHR7J0pNBfJI+aXWWVsnXYSrKcMrahfCBrOs6Minx9hl2po9pXy1K2kDWRnEGmqSNlkOme6rqy2VjQjU3IzqKW7Fu6qbYmhjKIXGvCJe0HPqJnckp6Tik6PZien16F9yE2MhH/wzsik2yz+eIn2YIgCIIgCEIKIZNss/liJ9lfkgf7dd5rQRCE92Hc961gaWmLW63Io1w4D+cQLlzqLgAgoxUHyP2wkrx4Tnf5y3NBYl3VDipF3rviA24q29CL5L2bUoCD+O5Xoapzmf7kapHaQyY5sTuTV3J97RLKFpuVPL2WMexNLVH3HwDAkT+5+l72jeF8nv+Rp9tzBQf2Xe9OHsHeRY4q26ytVJXw19tcnXBcTl4f7H2YvMNWFuxNvDaOcl67ufIYPPqRBzvjEh7/maCMPMYt5FHOepW96IEl6Fq4XWGP9/2axnPs5nzaYzsvV+1pPSmQ8QF8lE1vjDlMzMa5s++kp695W5N842mnUbDpgoh6yhbBw0beTncBAEPrtVW2TZvmAgDiivDKw/4oCs7LaPVc2RIc+DyPGtC4/leHvcnHYqi/S3Kwd9fKuMChSeCVjgc6Lvpk+4yetWPGQFwA2LCCgkA7t2Ov9PaueQAAiy5zvu3hBfjzZ89ohSN/Xq7+aWF8lLr9uF7ZQnX0rPS6X0vZFnvvUu2531Lfb8bxysK1RuRFzruIV4L2t6Eg4pOxfP9PF/xdtRONUYF5bbja5L4Y6qODJo7P/YTyjS/KxM9rrcIcTDra8zCNT8fPpqsVPQMak5qDDV3OAQCyWzkg3FL/7p5sCXw0my92ki0IgiAIgiCkLBL4aD4yyRYEQRAEQRDMQ+QiZvNFTLK/JGmIKSITEQThQ5NoqwUstXBKTZFfgROzqM929aAcxHaWCcqWpaw/AOD+Fl9lc7vOMoc0x+lrpVflvco2slsLAIDnZpZxpCv9EAAQcje9siU4OnI7NZ3TYMcBhGNmUWnr/92qr2z7TpFEYGDDLco2RcNlrOONJb/DMvPXXe8ilNd6+UzWSLgZA9+sdnMO7i41Oql29q2U3zpHJ34v+2WgkuUPNvK1sJ5NcpsKrleUbe9xzvnsZrxUleceUbal1ymo8n5OO2WzfEbBbr+0WapsCQYeg/UACgxNPZ4lCwZLWsN3rMJ5om8GkaQlNoOJFCMbdaJh7gvKhmCWNDw35p6+09BF2doP6QcAsA/iZyGoMEk6Zuf7TtmcUrM8wfEB/Tt2Q4MXbJl+4DLlI3p0AABoi3Efm23sqdoesTRRK2B/T9kCG5NcYvXwqsrWcCQFpTbPxuXXbyaYXNPH1N9ak7lc+qohkwAA857xGOqnorLqT+w5b3vurVxgyjUdPcdpHFkmVMLuDgBgSxsO2PwtjHKYN3M5o2w9H1VU7RbuxwEALXd3V7ZB35G8ZXUA5z/3cSK5Vo4jHEx8qdQS1bayoDFW/Yevc0cfKm9/OJaDgH++VQMAcPSb90yToDcAFmZOnvUyyRYEQRAEQRCENyOebLP5rCfZrabnAKzfvN3nhHivBeHV1D+bDuHRb95OMJ/O4zfC3kmL0nbkGS196Qf1WRfPSwCAoAT26F0Pp4BE00qME6c3Ue3m3cibeCSag9TCcrnSPk06KtvdZuQtnTNsobKZVpYcsrgtACAqs/MLn9+7xSnPrKLIczpvNqdG8z7L+djSTyEPY71yZ5Vtsn9lAIChKleGLJyOPPTbz5h4nTNwwOfj8hRVOLUOe9GfjaeoLsdqgcoW15MCGz03cUpBr5wcaJe5KHnE515gz2ktPwrevPQDB2/+uphSxjVf2VvZtHHs6dUaiwTap+FJzNLR5JUdco8DGp3/pOtsEq+JRDv66t93iAMEYzz42A6P6Jh+7e4oW+ReWnF4UIEDEuPTklfb6j57i1382dP9uBidZ1A9TvE4dwL1rdvyrsqmyU//DmjMHtZidv6q3flEHwCAp5av6bENBajfJTiybtpxSlvXsMolZcthxQGmzrfoXwsdX7Oa+8hjfrIyp+izt6DgzvYXCyubbWo+zs+5NwEAnifyykuNLRTwuKAGP8/3YijAtPUj9kBvzr1CtQv/Sff2Rq05yhampxt7252f8Z/TngIAPE3HwZBzQ3Or9uQjVDlyZeW5ytbuJKWI9EgVwX1Mxx7+9+MtJtmQSbYgCIIgCIIgvBnxZJuNTLIFQRAEQRAE89AbYLaHWjTZwodCpB+CkDLUP/tlBjd/CkyY0wRaa1vEGIst7mo7Xn3WYhBJRwJL8RelwZLa/5w3CXyMNqnAqKevlaScvAAwp0RF43E4V3X77w4CAHqd4wqBa4osUO1oH5IdzOrIVQfHtqZl92Yz/1K2Io4kaei7jysW2tfkJfK7I3ICAIbmzqts3zUl6UigHQeFuVtTENvECn8o24iFXJWwUEuSdNyo6aFsqfuSrKD71h3KlrCexj/Gv6ayRcWxrvHEYVrm12Zi3ZOPLUlIai1cpmz9u1Mw3E9TOLf4kq4siakzkyr5lba/wbY/+gMA7ANY+hHrTf/qc3CQXgs/CsRbv7yssg1v+5tqb3hKFRrHZOBg0hYD2wIAFufk/nRaRMGAmzpPULbO37ZQbc/pJHmYGcQSmwSjCqJHk63KlpQTet5I3q7sLxxA+KQwSYLiwTm6d3xPz2nlJRzE6HKexv19dq4CeS+EK13O+3EmAKD1Gg5iPF5pKgDgSjzLktodoFzw/1SdqWzBeg7utbUwXl8bzg9evd5kAEDJ5Sy3utKWcmdrM3IwaIf7VVRbG0bPisYk6XSRLRRg2q0MBw7fSaDfhexW/PvT0ImlH8HFHYz94j5m9aTKkT6OLHka5H4VABCtT0S0/j0SWBv09GPutl8xMskWBEEQBEEQzEPkImYjk+x3QDzUgpCyiKf64zG390w4OmlwKCoHAKD8zn7qs6HDNwEApl0vp2xuCyjY6+k37J2LqMae4wvhGQAARR1uKVu38uSVq+TAae36dfoeAFD114vKtjcyl2o7pyXPa5SBvcC3u5LHr739A2Wb14jS9Xnl5P4k2KRV7dBOlG4t+hl7AbdfJK+27x88AVje1IfGXJK9k+Uan1btQyspCK55hz3Kdno+uYmHzG6vbAajs9XpAXvwQsty28rowdY95mDBGTq6vvoEHkPORxS8Oewv9l7bFbdVbQ9LGpeNSURjoh2NJ6JIrLI5n6TzOBXje9TMlca1smARZbsck0G1r6wn779VH/Zk/5KDghJNK17q7Ol8856VVrZn+/l32bUHBYRWTMNBjDvXULDl6iGcPnHDzCl07BFrla3SJvYIt6pCFQ2zWbI3vvbfdM1t+XbhyXfG1ITuXG2zY7rHqt12BQU5WvHlweggWmXxsObrU6fABQDAg0S+b3cSU6t2GdtQAMBJY6pDAOi6rjMAYEUz9n4fjKVn91uTY/8V4K3aPapSFck9MfwsXK1L+++MZg+81pguT2vBz8fKcA7QdTJGwX5jzZ7+yHgKUL0fZXoc2r+tfzUkRMUD4DSAb4XIRcxGJtmCIAiCIAiCeYgn22xkki0IgiAIgiCYhwFvMcn+oD355JFJtpmIREQQUgaRhnxa9BnxPSytbPG4Mi21+2zib8XHJVwBAPbruPLfw/L0b8bd8cqWyiRPtN5Akg53DQf2zd1D+Yv/3FJG2aYuoaCwhqv6KtvvzThX8SY7Wg6fF1BW2XyW0HJ3rtIsAWj2B1VvtDaRMYz8rZlqx0fTkv2v5Thg72wUBW0eOMJ5ousXOAkAGHOqurKtKM05j3cV8wMAzN9XQdnqlqb8xZYNrilbHif6rgiM42t2q2tW1b7RjuQ2c2tzQOeQCZQ/3OU2X9N7tVwBAIZ4zjsd587yhcXtSCZzqzN/jVcvQVUQ928uqGxhOem6LMzOec2rGoPrXDJx3uncdg9Ve+8D2qfG2c7KFvWQgkTt0rFkIz4d9Xf3/ZzKtrkbB87qjAF9C56XUrZdxoDFwQ85MLTszAEAAC2ngca+vnycdtcpALWpC8t3klQIsaVMpEol5gMAdkbxO8Y097p9IO20+0cOqqx1iYJpAx9ypc/yeSlA8LfQosp2OIjvYa6clOu6lC3rTs63IMmLjQWfL9pA18rWxPZ3Mc6TrTfOQEte4ODfP7+h4FcN+F5nsSQ5SbaDbZXtUhkOEk46Z5xJkOHhvJSbvN19lvLojJ+vybwP4RF6sJDkLRFPttnIJFsQBEEQBEEwD70egJlZQ94ni8kXgEyyBUEQBEEQBPMQT7bZyCT7JYg0RBBSBpGGfPqEZdZAa6PB/gpTAQCVnwxQn61bSNoQq6bPlG1P3sUAgI47uNx32IhMqh3vQl8rqaexzGFWLcpi0CORs3C0udgWAGCRhUugt53TR7XdL9P+/9TmvnobkzD06NNL2R7UJE/ZuNLrlW1ZO5adDOpGWUxCC3EmiG1rSwAA8nZmmcefa4rROS5yv1vGdlFt2wBakjfkjH5hn46tOU/28pmUNWNEP855vbc2yzdsjJcyQs8ZJbS1yZjahXMa3zuTDQCQbSn3p81iLjs+OzdJb3b5sfzgQSLlej5/o4CyrexEpdZrzuV80ks7zQYAtN/Apc1PZsii2nkG/A0AuBzspWyRtnT9+uXap2xLhlHmk/BMrspW/TI/P2nO0r0JzcpZLwb0OgoAuDWLJSZ9h9K4Zt1kOZEVp47G9z4HAABrwgopW7WMJOn4zpHv4bdrSHq0twHLQZKkJgBgqBoCACg3nfu4rxfl+Hb5hrPYROvpmj/ScSfWbWbZRWdLkiNty8n340oCjTFCz8fx1JKcptYWzsv9S1XOwz5ofxMAwK1aXA79SCzJiTwtWcoToqfjnPmOy68fjeWS7knZS/4XWF7ZxnsdBAAsyXRE2a7Gk7wlWG+LqNj3yZMtk2xzkUm2IAiCIAiCYB6Sws9svvpJtnitBUH4mnF4bIDW2oBKRymHcJbCnIN6QTbyutUbw56/uomdAAA2Gdljl6/b36p94DZ5YC/Fuytbt30UXHa8CVcGfKCjPL49h7NX2qToHsIz0teThQ0HA1YeR15Q02qSrYZSPmWf8uxtPx2TWbWLj6OAxvHb2SX+c5vfAQBLHpZUtpVdKXCt6zD20JfPd0m1T9z/BgDgvp1zVUcYHfi//8I5n2F0mO8K/UaZylQ7r9pXxpF9yj8cnKmxJY9px5GblO3euewAgKBCnN97xqhGqq1vTgmiq+zgwFE7D/KyW2bgfMoVDtL1/aMze/dbribbnmZ8P2qdZa/9zHx0fU7asXd7rj/l8q5kkv+81hSqcngujoMGf5zEqxWxrtSPyKzsjf9uCd0vbSb2ElcxHvOxj6uybYzIzee+RoGTMY/Ze1uqIHmyC7uzx1fvSsG7VX7n59XBL0S18Sf1s0KHU8r0VyxV8Bz4extlO9eertU/cZxv/XJHzn+dbVM3AMDTbBypOS+oKgBg/9UcynajMgViuvqEKtugfU34PDWnAgCem0xES9vaGW383D/SkZfcQ8MVHXUGvsc2FvS7MtHrsLLVuErn2Ztro7Il5dsuZKNDePy7e7INBj0MZlZyNHe7L5WvfpItCIIgCIIgmInBYL6HWuQigiAIgiAIgmAGhreQi8gk++tDJCKC8OGQYMfPC7+2V2DtaI0eaSmgzUPLy9SnY+leejW7q2wl3O4AAA60yq5sBZ348xZFTwAARnVpp2zeNsZ9dVyy3fYJff24mQRgzR7JkobvfyLZRpo9nGN4T3oKlltwlvMut/6Blsj/d6eesiXM9FTtkDaUq9gj91NlGzebpBor+k5WtguxVFY8QxeWQxzdl1e13W9RP9P14M97pNtPx2vWQtmG/P4bAKDdIZZNJAWVAkDl4vkBADbBLJeI8iEZQJcjrZWtfm+SuRybzKXPZ/08XbWnBVI58LBIDqBsl5Oufa78AcqWy4pkNBUOsAzGLozOvdQkD7TDJtbqBOSmDMrVnP5RtmUBlOuc7wbLRHqfZQmErQ2P64/BJEfpeYs/r136IgBg8W3OUV57HMk7Yjx43wQnnpzZPiP7se6cO9tNSw/VN0v6K1u6QkEAgLAbfP9DgzngdeMAkgRtDP9W2bQWdF+3tOFgyTIX6Nk9lH+lsmVfy7Imgy3tU3Ytl35fVo+CSY8/8FW2HOsp6DZDjifKNqEy50d31NAY9Cbp8AYHUZBso1QsafnlAeVu35B1j7I5aTg/+M7oNNRvO84fnyQTaXCLpUwetvS70NbjCKLiTCJL3xa9HrAwUwYichFBEARBEARBMAPxZJvNFz/JFq+1IPw3iAf786SA833YOVqi7YW2AIC5+dh7F2VMR/Z8nreybbWg9pCRy5Xtx3/YixwdQMFp6Vz5HKl73gUAPHueWtniIshzOn/8FGWrs5Y93d4B5FF3H3VX2fqlo+qOtzOlUbYStvcAAIcGl1C2oTOWqHbvFcZAzVMcfGdpRxUNR9yvpWwX75MnO/1a9tVafMvevpCc1O6V5qyyjezeAQDQYyVXU+y4iaokZt3CQXHN9rHHM8Nz8lon2nHg2s8dVgEAJg9ormyZi5Ln/WmPK8rmpuFVhpHpKG2gQwbu4z/GyNFOOzsqm5VHDADAJRWnSowzelC33sujbOH5eDJU3Z6CX0ss4H7/3oHuU1LAKgD0OdcYAGB/iAMSK3Y8odr2xkC7W/9kULb52yha1LfubWW7a0XPheNDkz705iC+7m7k1f1uMach7NNoM40vkse/Iw+tIuR/wF7na5U5Pd6ZOLq3rV1PKltaLU2D1kWyB7ptZhqDlQWnHrzRaLZqxxjoPswJ5eDMkrZ0P88WZ09194dUHXRhxkPKprXg+z70SX4AQB6TaptNU1HfCtpwYPHqLLsAANF6rmp6Lp4DcL+1oXlOxzsNlG2KD6W0XJlls7I5apL20SCcfx3eGoNeD4OZnmwJfBQEQRAEQRAEcxBPttnIJFsQBEEQBEEwD70BsJBJtjl8EZNskYS8O2+zxL+hoFxnITkiEfn8qed4A05OGpQucBMA4G3JX4r5rGkZ22cML7n3nkTBXNfjuBpg06wsodi+riwAICIjL4vHrqC81ame89JxsFF+0eFKK2Xb3IgDEWs6UqDeo8f8jAWmdQEALH3I0pARZ0iy4JCVZQPOmljV/qEpVeUr254DFhtMItlB17ScbztkDMlgdP04QNJwmgPoHL6lvNThJpUaC409A4CX6wHAxocC0m43ZAlF3/I7VXvtj1UAAGMmzVO2uY8pB3WYN38lT9pLwW626Vjm0X4k58S2HkBBbmGLWYrh2oFkHquqs7RhuD9VZXSwYvnKNQ0FLH6XniUbZ5ZzVco79akf+tyRypbOkmQuDxJZTvNLAQquS1eYc1G3WcYBlseuUmBlsyHHlG3tdapGeS2IJT9xuejYv5Zn2Y27ls9tBbq3W9pyXu8mEyhY0jqRn9cCm/oAAOyCWOZxMo77+601PRd2Fpx7PM98qsboUpSDExtkorzmpgGJJc5zcGuHzDSewDgXZat9k/Jkz/Rdp2wzMlCgYqTJRDNax5KPPu5/AQBa3mysbJtzbAIA3E80HT/hZcnP1LU4/r3wsKNnu1N6lqUMekD3fU1mrtCZhM6gh+59ZBwGAwBzAx+/7km25s2bfDhmzZoFHx8f2NraomjRojh16tSbdxIEQRAEQRA+Cga94a1+3oUvZX5oYTB8nD8zVq9ejdatW2Pu3LkoWrQopk6dirVr1+L69etIkybNa/cNDw+Hi4sLVpy5DntHp/+ox58+H8OrKN7tr5v3febe5fmJjoxAq0I5EBYWBmdn5zfvgHd7Z7zLeT4nkq5J5qFjoLG1hdaPPLDHis5X26yKoOp1WhOvVUtn8n4Wn8ZBisM6/abag483pOOU53R8ScFyjxJTKdvQRZSubtf3nJbtZCw/T6eiyPsdmsCe4yNbyQs6sAV7C2s6+AMASi/iKn86a/5aW9NsKgBgRlAFZUtrEw4AWH2ZvbdjCm8CAMzvXl/Zqkzh4Lvlv1MKu2gfjhiziCU/lVOmcGUrmZ7609iNJwWd13I1xTVNqD9ptXycJN9my67sqdZbk/d23QwODF0dnku1qzteBgC078H3YcYMSvHX6Dc+js1zOs6obhyoOvZnWj0o3YsDAE8+9VHtuETyZNfJxJU8N00jb7ttoyBlm5eT7nuEnoP0nus5Zd6Ia1Rl89l9V2XbW4NWK9w0L1Ys1FrwakSYScXDShPp3tZvf1DZ1q4qCwD4qyevfmyIJK/+L5eqKptGw89CgywX6F8XXnmpv64PAKBI8evKdv5PPwDA/o78bLpoeIyTg6lqZ2OT43hoqO9Nb7BX+n++2wAAJW3498c08DHaOMbdMVwxs4wtedSD9S96irNYOb5gM6Wpf3nVXubzJwDAxsLqhe0SDDqER+iRJse9d3qPltPWh+VLjvsyEg0JOKDb8FbneZ/54afGR/NkT548GZ06dUK7du2QK1cuzJ07F/b29li8ePHH6pIgCIIgCILwGj60J/tLmh9+FE12fHw8zp49iyFDhiibRqNBxYoVceLEiRe2j4uLQ1wc68nCwsIAADGRkS9s+zUTHv3fnzM6MuLNGwlfLO/7zL3L85P0e/8ui3Axb3G+t9n2c+BV71F9nFG/HE3/RkSwBy0mkrSypp7scGPqLl0c656jI1hnqo958ThROmpHJ/J2Sfubbhcdy5/HRZOnNz5B+8I+Sf0CgAijx08Xy/3Rm3yxRxqPHx/JntG4BDq2PtpkDJF07sREtsVGmnibjefWx7zoydZF83VNOk+Ulck1MelbUn/stTzupC0TE0zGYPTqml6fWJNxRxo1tab7JB3b9Hw6Y9ER03uki6fP40zGlxjFY9AZdcPJxm/cx3S7pPNFmXhdTdPMJV2XpGfCdB8rExdfnPGZMvVkR5gcM+nax73kfoSbPq9Ricbz8vkMpucx7h+p4X2SrlVCFD8fL3s2LTSm9+HF49gaPdmm1yfKuH94vKknm/sTbRxjdAxfs4gEskW+xJMdbvV6HbTpGJKui81LUu0lGPSIiCT7u7xHEw1xZheZSQRdq/Dw8GR2Gxsb2NjYvLD9284PP3kMH4GAgAADAMPx48eT2QcMGGAoUqTIC9sPHz48KV+M/MiP/MiPAYDh9u3bZr9zYmJiDJ6enm99Dk9PT0NMTMx7v/M+BeQ9Kj/yIz///vkv3qOOjo4v2IYPH/7Sc7zt/PBT57PILjJkyBD068e6s9DQUHh7e+P+/ftwcXH5iD17f8LDw5ExY0Y8ePDgi9B9fknjkbF8moSFhSFTpkxwc3N788ZGbG1t4e/vj/j4+DdvbIK1tTVsbW3fvOFnwJf8HgW+rGdcxvJp8iWN5b98jxoMBliYrFIAeKkX+0vko0yyU6dODa1Wi6CgoGT2oKAgeHp6vrD9q5YVXFxcPvsHPQlnZ+cvZizAlzUeGcuniUbzdiEltra2X8yE+V34Gt6jwJf1jMtYPk2+pLF8au/Rt50ffup8lMBHa2trFCxYEPv2cf5GvV6Pffv2oXjx4h+jS4IgCIIgCMJH5EubH340uUi/fv3Qpk0bFCpUCEWKFMHUqVMRFRWFdu3afawuCYIgCIIgCB+RL2l++NEm2U2aNMHTp0/x008/ITAwEPnz58euXbuQNm3aN+5rY2OD4cOHfxGani9pLMCXNR4Zy6fJlzSWj8mXdh2/pPHIWD5NZCz/De8zP/zU+GjFaARBEARBEAThS+WjllUXBEEQBEEQhC8RmWQLgiAIgiAIQgojk2xBEARBEARBSGFkki0IgiAIgiAIKYxMsgVBEARBEAQhhZFJtiAIgiAIgiCkMDLJFgRBEARBEIQURibZgiAIgiAIgpDCyCRbEARBEARBEFIYmWQLgiAIgiAIQgojk2xBEARBEARBSGFkki0IgiAIgiAIKYxMsgVBEARBEAQhhZFJtiAIgiAIgiCkMDLJFgRBEARBEIQURibZgiAIgiAIgpDCyCRbEARBEARBEFIYmWQLgiAIgiAIQgojk2xBEARBEARBSGFkki0IgiAIgiAIKYxMsgVBEARBEAQhhZFJtiAIgiAIgiCkMDLJFgRBEARBEIQURibZgiAIgiAIgpDCyCRbEARBEARBEFIYmWQLgiAIgiAIQgojk2xBEARBEARBSGFkki0IgiAIgiAIKYxMsgVBEARBEAQhhZFJtiAIgiAIgiCkMDLJFgRBEARBEIQURibZgiAIgiAIgpDCyCRbEARBEARBEFIYmWQLgiAIgiAIQgojk2xBEARBEARBSGFkki0IgiAIgiAIKYxMsgVBEARBEAQhhZFJtiAIgiAIgiCkMDLJFgRBEARBEIQURibZgiAIgiAIgpDCyCRbEARBEARBEFIYmWQLgiAIgiAIQgojk2xBEARBEARBSGFkki0IgiAIgiAIKYxMsgVBEARBEAQhhZFJtiAIgiAIgiCkMDLJFgRBEARBEIQURibZgiAIgiAIgpDCyCRbEARBEARBEFIYmWQLgiAIgiAIQgojk2xBEARBEARBSGFkki0IgiAIKUjbtm3h4+Pzxu3u3r0LCwsLLF269IP3yVzKli2LsmXLpvhxq1evjk6dOqn/Hzx4EBYWFjh48GCKneNDHPPfFCtWDAMHDvxgxxe+LGSSLfynLF26FBYWFq/8+euvvz52FwVB+Ax43XvE9OfgwYNqMjtx4sSP3e2vkmPHjmH37t0YNGjQx+7KezNo0CDMmjULgYGBH7srwmeA5cfugPB1MmrUKPj6+r5gz5o160fojSAInxsrVqxI9v/ly5djz549L9j9/PwQExPzX3YNCxYsgF6v/0/P+SkzYcIEVKhQIdn7/bvvvkNMTAysra0/Ys/enjp16sDZ2RmzZ8/GqFGjPnZ3hE8cmWQLH4Vq1aqhUKFCZm+fmJgIvV7/0hdyVFQUHBwc3rkvBoMBsbGxsLOze+djCILw39KyZctk///rr7+wZ8+eF+wAyTL+C5LeRVZWVv/J+T4Hnjx5gu3bt2Pu3LnJ7BqNBra2tru8m8EAAQAASURBVB+pV++ORqNBw4YNsXz5cowcORIWFhYfu0vCJ4zIRYRPDtOl3alTpyJLliywsbHBlStXMGLECFhYWODKlSto3rw5UqVKhVKlSgGgifjo0aPV9j4+Pvjxxx8RFxeX7Pg+Pj6oWbMm/vzzTxQqVAh2dnaYN2/exxiqIAifGM+fP0erVq3g7OwMV1dXtGnTBhcvXnxBO922bVs4Ojri9u3bqF69OpycnNCiRQv12b812aGhoWjbti1cXFzUcUNDQ83qU5LM7tixY+jXrx88PDzg4OCAevXq4enTpy9sP3v2bOTOnRs2NjZIly4dunfv/tJzzZ8/H1myZIGdnR2KFCmCI0eOvPT8cXFxGD58OLJmzQobGxtkzJgRAwcOfOHd+jK2b9+OxMREVKxYMZn9ZfrpsmXLIk+ePLhy5QrKlSsHe3t7pE+fHuPHj3/huA8fPkTdunXh4OCANGnSoG/fvq/sz8mTJ1G1alW4uLjA3t4eZcqUwbFjx9TnV69ehZ2dHVq3bp1sv6NHj0Kr1b4gc6lUqRLu3buHCxcuvHH8wteNeLKFj0JYWBiePXuWzGZhYQF3d3f1/yVLliA2NhadO3eGjY0N3Nzc1GeNGjVCtmzZMHbsWBgMBgBAx44dsWzZMjRs2BD9+/fHyZMnMW7cOFy9ehUbN25Mdq7r16+jWbNm6NKlCzp16oQcOXJ8wNEKgvA5oNfrUatWLZw6dQrdunVDzpw5sXnzZrRp0+al2ycmJqJKlSooVaoUJk6cCHt7+5duZzAYUKdOHRw9ehRdu3aFn58fNm7c+MrjvoqePXsiVapUGD58OO7evYupU6eiR48eWL16tdpmxIgRGDlyJCpWrIhu3brh+vXrmDNnDk6fPo1jx44pL/uiRYvQpUsXlChRAn369MGdO3dQu3ZtuLm5IWPGjMmuSe3atXH06FF07twZfn5++OeffzBlyhTcuHEDmzZtem2fjx8/Dnd3d3h7e5s1xpCQEFStWhX169dH48aNsW7dOgwaNAh58+ZFtWrVAAAxMTGoUKEC7t+/j169eiFdunRYsWIF9u/f/8Lx9u/fj2rVqqFgwYIYPnw4NBoNlixZgvLly+PIkSMoUqQI/Pz8MHr0aAwYMAANGzZE7dq1ERUVhbZt2yJnzpwvyEIKFiwIgLTmBQoUMGtcwleKQRD+Q5YsWWIA8NIfGxsbg8FgMPj7+xsAGJydnQ1PnjxJtv/w4cMNAAzNmjVLZr9w4YIBgKFjx47J7D/88IMBgGH//v3K5u3tbQBg2LVr1wcapSAI/zXdu3c3vOorLemdMmHChNceY/369QYAhqlTpyqbTqczlC9f3gDAsGTJEmVv06aNAYBh8ODBLxynTZs2Bm9vb/X/TZs2GQAYxo8fr2yJiYmG0qVLv3Dcl5H03qxYsaJBr9cre9++fQ1ardYQGhpqMBgMhidPnhisra0NlStXNuh0OrXdzJkzDQAMixcvNhgMBkN8fLwhTZo0hvz58xvi4uLUdvPnzzcAMJQpU0bZVqxYYdBoNIYjR44k69PcuXMNAAzHjh17bd9LlSplKFiw4Av2AwcOGAAYDhw4oGxlypQxADAsX75c2eLi4gyenp6GBg0aKNvUqVMNAAxr1qxRtqioKEPWrFmTHVOv1xuyZctmqFKlSrLrFh0dbfD19TVUqlRJ2XQ6naFUqVKGtGnTGp49e2bo3r27wdLS0nD69OmXjsva2trQrVu3145dEEQuInwUZs2ahT179iT72blzZ7JtGjRoAA8Pj5fu37Vr12T/37FjBwCgX79+yez9+/cHQEuWpvj6+qJKlSrvNQZBEL4sdu3aBSsrq2Sp5jQaDbp37/7Kfbp16/bG4+7YsQOWlpbJttVqtejZs+db9a9z587JNMClS5eGTqfDvXv3AAB79+5FfHw8+vTpA42Gv947deoEZ2dn9R48c+YMnjx5gq5duyaLc0mSs5iydu1a+Pn5IWfOnHj27Jn6KV++PADgwIEDr+3z8+fPkSpVKrPH6OjomExXb21tjSJFiuDOnTvKtmPHDnh5eaFhw4bKZm9vj86dOyc71oULF3Dz5k00b94cz58/V32PiopChQoVcPjwYRWgqtFosHTpUkRGRqJatWqYPXs2hgwZ8srYoVSpUr2wGisI/0bkIsJHoUiRIm8MfHxZ9pFXfXbv3j1oNJoXspN4enrC1dVVfQmZc2xBEL5O7t27By8vrxdkH6/KemRpaYkMGTKYfVxHR8dk9reVqWXKlCnZ/5MmryEhIeo8LzuutbU1MmfOrD5P+jdbtmzJtrOyskLmzJmT2W7evImrV6++0uHx5MmTN/bbYJT0mUOGDBleCCZMlSoV/v77b/X/e/fuIWvWrC9s9+9x37x5EwBeK8sJCwtT1zFLliwYMWIEBgwYgDx58mDYsGGv3M9gMEjQo/BGZJItfLK8LtvHqz4z96UnmUQEQXhfbGxsknmMPzRarfal9reZxL4ter0eefPmxeTJk1/6ual++2W4u7urPwLMISXHmOSlnjBhAvLnz//Sbf79h8/u3bsBAI8ePcLz58/h6en50v1CQ0OROnXqt+6T8HUhk2zhi8Db2xt6vR43b96En5+fsgcFBSE0NNTsoBtBEL5evL29ceDAAURHRyfzZt+6deu9j7tv3z5ERkYmm9Rdv379vY77svMkHdfUIx0fHw9/f3+V4SNpu5s3byrZBwAkJCTA398f+fLlU7YsWbLg4sWLqFChwjt5bnPmzIn169e/03hehbe3Ny5duvSCN/nf1zNLliwAAGdn5xeym7yMuXPnYs+ePRgzZgzGjRuHLl26YPPmzS9sFxAQgPj4+GTfNYLwMkSTLXwRVK9eHQAwderUZPYk70uNGjX+6y4JgvCZUaVKFSQkJGDBggXKptfrMWvWrPc6bvXq1ZGYmIg5c+Yom06nw4wZM97ruP+mYsWKsLa2xvTp05N5fhctWoSwsDD1HixUqBA8PDwwd+5cxMfHq+2WLl36Qqq/xo0bIyAgINk1SSImJgZRUVGv7VPx4sUREhKSTFP9vlSvXh2PHj3CunXrlC06Ohrz589Ptl3BggWRJUsWTJw4EZGRkS8cxzT9ob+/PwYMGIAGDRrgxx9/xMSJE7FlyxYsX778hf3Onj0LAChRokRKDUn4QhFPtvBR2LlzJ65du/aCvUSJEu+0/JovXz60adMG8+fPR2hoKMqUKYNTp05h2bJlqFu3LsqVK5cS3RYE4Qumbt26KFKkCPr3749bt24hZ86c2LJlC4KDgwGYL0f7N7Vq1ULJkiUxePBg3L17F7ly5cKGDRsQFhaWkt2Hh4cHhgwZgpEjR6Jq1aqoXbs2rl+/jtmzZ6Nw4cIqoNDKygo///wzunTpgvLly6NJkybw9/fHkiVLXtBkt2rVCmvWrEHXrl1x4MABlCxZEjqdDteuXcOaNWtUvYFXUaNGDVhaWmLv3r0vBCa+K506dcLMmTPRunVrnD17Fl5eXlixYsULWnqNRoOFCxeiWrVqyJ07N9q1a4f06dMjICAABw4cgLOzM7Zu3QqDwYD27dvDzs5O/SHUpUsXrF+/Hr1790bFihWRLl06ddw9e/YgU6ZMkr5PeCMyyRY+Cj/99NNL7UuWLEHZsmXf6ZgLFy5E5syZsXTpUmzcuBGenp4YMmQIhg8f/h49FQTha0Gr1WL79u3o3bs3li1bBo1Gg3r16mH48OEoWbLkO1co1Gg02LJlC/r06YOVK1fCwsICtWvXxqRJk1J8ojZixAh4eHhg5syZ6Nu3L9zc3NC5c2eMHTs2WSXKzp07Q6fTYcKECRgwYADy5s2LLVu2vBDsp9FosGnTJkyZMgXLly/Hxo0bYW9vj8yZM6N3797Inj37a/uTNm1aVK9eHWvWrEmxSba9vT327duHnj17YsaMGbC3t0eLFi1QrVo1VK1aNdm2ZcuWxYkTJzB69GjMnDkTkZGR8PT0RNGiRdGlSxcAwIwZM3Dw4EGsX78+WYDnokWLkCdPHnTq1EllZtHr9Vi/fj06dOgggY/CG7EwfMiICUEQBEH4zNm0aRPq1auHo0ePomTJkh+7O58dR44cQdmyZXHt2rUXMpp8bmzatAnNmzfH7du34eXl9bG7I3ziyCRbEARBEIzExMQkyz6k0+lQuXJlnDlzBoGBgZKZ6B2pVq0aMmTI8FJt9+dE8eLFUbp06ZeWeheEfyOTbEEQBEEw0rFjR8TExKB48eKIi4vDhg0bcPz4cYwdOxZDhgz52N0TBOEzQibZgiAIgmBk1apVmDRpEm7duoXY2FhkzZoV3bp1Q48ePT521wRB+Mx46zQOhw8fRq1atZAuXTpYWFhg06ZNyT43GAz46aef4OXlBTs7O1SsWFFVXUoiODgYLVq0gLOzM1xdXdGhQ4eXptcRBEEQhP+S5s2b4+zZswgLC0NcXBwuX74sE2xBEN6Jt55kR0VFIV++fK/MGzp+/HhMnz4dc+fOxcmTJ+Hg4IAqVaogNjZWbdOiRQtcvnwZe/bswbZt23D48OEUizoWBEEQBEEQhI/Ne8lFLCwssHHjRtStWxcAebHTpUuH/v3744cffgAAhIWFIW3atFi6dCmaNm2Kq1evIleuXDh9+rTKrblr1y5Ur14dDx8+TJaLUhAEQRAEQRA+R1I0T7a/vz8CAwOTlS91cXFB0aJFceLECTRt2hQnTpyAq6trsuT1FStWhEajwcmTJ1GvXr0XjhsXF4e4uDj1f71ej+DgYLi7u0ueSkH4yjAYDIiIiEC6dOneqnBRbGxssup25mBtbf3OuZE/NeQ9KghCEvIe/W9I0Ul2YGAgAEo+b0ratGnVZ4GBgUiTJk3yTlhaws3NTW3zb8aNG4eRI0emZFcFQfjMefDgATJkyGDWtrGxsfD1dkTgE91bncPT0xP+/v5fxBeEvEcFQfg38h79sHwWFR+HDBmCfv36qf+HhYUhU6ZMKIXqsITVa/YUPhcy5/PGlMOj0fe7Ybhz8d57H88y/euLBCQGPH5huySb8GmTiAQcxQ44OTmZvU98fDwCn+jgf9Ybzk7meW3CI/TwLXgP8fHxX8SXw6veoxmmD4TGzgazi/4GANgZ9o3axt2KAtJX/15e2WK89AAAB+9wtt1wUW3v7dEAgPvVuMT11ibTAABtrzVTtuAL5GzZ0nSaslXd1121B5egCntFbfl90Hp2bwBAdDq9svl+EwAAiFiaXtmeV+cYoCRWFF2s2mMe1AAAlHbnoPztP5YFANgc/EfZApZx4RTtMWcAgK4kjzvdVHqW6s3Zr2yTL9JKbvNcp5XtRI9vVTvWg/JsNxz9p7ItWUD90Wu5vxlr3wUAXHvITiun05yju3uXDQAAe4sEZStR4TbShkQixsMSe3b7AQD+t6sJACDLTxfVdrdH5cO/SXeIr2lMauqI25UIZas7/yAAYNKemryTcQEk3UHeNyITTyvSLDkPAND48CROb28DAAgZxt5Q3XZ3AIDjw0Rle1SWL4bLDTrR9iEcC1Z7BD0rMXW4NH3MHbpH9g/5dzzB5DXheZJWckr/8peynapJElULO/4dv/YDfS+Uz3dZ2Q6czqPaabM+AwDsybNV2drd+w4AUMrV5JnqWBoAsGHtGmW7FM/PZmZL6mcCeNJaesv3AACrcB5DuYp0725GpFa2O7c8VTvbUvqdSxZlZ7wlFjo+9o0OdDFy5ghAYnQ8DjZcIu/RD0yKTrI9PemmBwUFJauEFBQUhPz586ttnjx5kmy/xMREBAcHq/3/jY2NDWxsbF6wW8IKlhYyyf4SsNbawNnZGdZam5S5p4+eqaZlhvQvfGyZ0QcAkPgwgG1mntf0eKb7C/8RxiiSd5E4ODjSjznovrDkpq96j56svArOThqUHNsHAKCN54G7/02T7PMb5ynb0KAiAICSTjyZmN+9sGrrQkIAANmjcyhbrzItAAB/FPpd2ToaJ8zWHfnL+tcq21T7f6frAgDSe4QqW3QR4z2P4nHcDaMJXI7LPCFMfZWfjRsdaAI3YFRfZXP5+zkAYGd2nkQH1KZ+ZNvP/fHu8EC1b/5K5c8nFd2lbHM0JG/M4xasbJnW06Rl6z9VlK3J0n2qvfhScQDAugl1uT/GuWWMO587cHtOAEDGAJ54PqzLEyYXJxqjDjxxcY7XwhlA3FMrLC+al4zTrAEAd38tqrbTGOevOX/xV7b6B3gSvuKHWgCABw25xPiks/UBAKnu8+TXwvio1J20W9nW3uM/KEL1xWhc1fkPk4Lp6Jru9T6sbN/70HaH1/G+Fg48cQ83mk0ndvoWNLHslOWcsm1ZSn/gPM9trWyZFvBE2W8fPSMFnJ4q24n8ZQEA8a48Hfq70VQAQLMCtZXNYS7fB2zKBAAocomzzrSrvwcAsKckP/f+s+hZGBxeQtn+Gcd/4IRko2sZkzdG2W63XAQAqF2ijrJduk2/c4NHL1e2Mt8+V+3a++l3KagI35tmdQ4BAFZtK6NszoH0zCR+44DERBqvvEc/LG+dXeR1+Pr6wtPTE/v28QslPDwcJ0+eRPHi9GIpXrw4QkNDcfbsWbXN/v37odfrUbRo0ReOKQiCkFLoYXirH0EQBCE58h41n7f2ZEdGRuLWrVvq//7+/rhw4QLc3NyQKVMm9OnTBz///DOyZcsGX19fDBs2DOnSpVMZSPz8/FC1alV06tQJc+fORUJCAnr06IGmTZtKZpGvmDln/9sSteZ6oF/mtRbv9eeLHnro37yZ2vZroNjh9tDY2cLJuJATWYq9ah6nyXtX6FQbZXOf7wAAWFeLvdfObfirJC4V/Rvvy8vingvIuGhwcWW7X4m8jVX/GKBs2SbcUO0cBpKJBFfLrmwWBY3bDT6vbI57yVsY7O2jbDF9Q1R7Vc4ZdLym7IkssLEPACD7Yq7P0L8SeVZvnmF5xtVQ9uRaBNF4FgaUVrbbjcid1+5wO2UbOpkkBCXs7ihbt269VdsuL13oaD40XOo+AgB4NGDv5P2l5C2N2u2sbEWy8XdvuJ6kIyuHsHyjles0ICoMgAUstORDS+tDXvb4RPZyGv4k7/61gb7KpgPLZAxG76bXMb5mDyrS/qG5+fei2Ld0v5w0fK/tZ7qqdtepfwAAJt2spGxXF+QGAFS9mFHZJq1fCAAo2Z5XR5a3qaHaFmeuAADKXOHViDTn6d7Nrl+Nj72E5CQ1s/M9CqmdV7V33SVP9kkHH2Ubu5A8x2Mbt1S2IktIVpU5XaiyeQ/hMdbedJDG58rfBWWMaYgdPPkeem6lFZeqxf5Wtjv3snDfspHMak6xlcrmt5xkMJnT8LPpuoeu89zz1ZVtrokMJKQ2/f5lnnJV2Y5vo18WQ31lQt469HloXUto9W8XvGiKvEfN560n2WfOnEG5cuXU/5M0fm3atMHSpUsxcOBAREVFoXPnzggNDUWpUqWwa9euZFqc3377DT169ECFChWg0WjQoEEDTJ8+PQWGI3yKuHm6ws0rlVnbZvvW943bBD8OQXBg6Hv2Svga0RkM0JmZtdTc7QThv6DlxUNoW4dXiW00pMWuH8YyD8SSPtkD0VgZQ5ptfUsTobfaToMV+ctgVpbvPlyHhS8WeY+az1tPssuWLYvXpda2sLDAqFGjMGrUqFdu4+bmhlWrVr3tqYXPlBpdKqH18MZmbdtvQbc3brN85BqsGLn2fbslfIW8zfLl177MKXxaOMTHwv1p1At2R7zcI+kBYzDc85d+DIf4F4NDBcEc5D1qPp9FdhHh82b7vD04seXMa7fJ9q0v+i3ohsmd5uDmOf/Xbhv8OOS1nwvCq9DDAJ18OSQjd8bHsHKwxu1LtIydfRAHDfc7uBMA0OVkK2VzHXwfAPDgPsv70td5qNqGvq4AgEhfzloQWJzkB26WPElMf4SkCPcb87L34FPsqR3bhM5pH8jZM9Idoa8szS53ZTt/l+Qd2QN5ef1ZHAe+dZpGUo2Mdfm94pWNAt+0Tzlv+KzfKNjvf61X877uR1T7WDq6PsuGczBchggag/19Pvf6eApy+82b5Q41pnL2kW2DKwAAQrPw129XbwpSizrFAZ1zJlM2i4KdLgAA3GyfI+iuSSaIWJKD6K35OfUK4QDDpxqS9RisXuLJtrCALsoaBpN9x2/jQDvvaJq46+w4bCvtSfr3cVneJ71dKABga/WCyhZRmcf1NJGkLkcL/MbnpvhRlDrfQpkGVCapxvXvWUPjWIzPHd4pP3Xbku9XaGk6z6zinDUm+1rKzNHn1E5l297SR7X3FCVpSPGpnGWnaySd2/cpZynJuI+enxttOWuOXwHOcrOlNgUiThzFn+srUX/9rvDz7LiOMsxMe85ZdSJNgjL7tqXVhsl+BZQtcQFd++sdOJNM46Ik+flzcU5lS3WD/7iKS0X3JHAZp0dO40j7fGPFWbOexpK8ySoxEjCYBHK+JfIeNR+ZZAsfnODAULPlHTfP+ePW+ddPsgXhXREPjPC5sqdFLowux5pci30kwQv7lieep77/BWmjw/BU44BW7jR5jClolOCZZJHQW0rxIeHdkfeo+cgkW/iieFm6vqRAxZd9JnxdiJbwRa489ITG3ha/d6N81QV7s+ezZk5K/2XVl3Nex/9EbatW7Gm7+chbtbNcpZRqWi/Ot519NnnTZnhwPI9VSePXT6RJCr9ytVT7aVXyupXsxKtgP6U9CADYG815l8dsJy+h/m8Ohoy+yQGWWY5TsNsDcLxHL2OO6erHOZCwpDENms7AE9B1YeyhXb2uLADgzOSpyjY3lDyLi1ZVVbZhbShN4dI8nB6wuuMl1f4tM6X2O/jDRGWr+HN/AECkSU2Qjr0pLd7pUB9lW5F/iWr3ntsTAJDgyN5ve6dYIBpIdNHi6gTaz3MPXefA0hyAlqMP6bhHT+Lx7w3Jpdp/RVGw4KCm65RtxzOyxS/jQNSt7uRtd6jM+dyc77OHdMltSs034zL/caDNSl7/QXk5T/iEBg0BANl/vKBst4dyqjuftXRPHlRiL/Cq+hTQejI6q7LpbWmMO5rx/X9anANHS04kD3brjnzubq6U4i/v/3oqW/lvKEAwYBc/w79l3aDaj/bSu+GHUo2ULToPreyE5+fAWYdUtJpgYZLHLoSd0fi9G10XbUG+ZmOL03n+t72Jsu2ZT+OJ9eLjBHhxytnhDSgPdxYrTo88PAtV1Y7x5d/NB7/QSsiis5sRFaHHPh7eWyHvUfORSbYgCF8NeuAtouIFQRCEfyPvUfORSbYgCF8NurfQEpq7nSAIwteEvEfNRybZwhfFy3JYJ8lE3pTfWio5fvnoDOZXIPtaKpWlOmQLrbUturlQINqU3FwCuuzxQADAjSi+GNkbBQEAYgZwiedxs+eqtnczyrNdcmt+Zes7keQJ+mKZlK3SCfod2xmUW9nGHGR5Qv0dvQAAT+I42K+PsRz6iTss/cix9DoA4P5grqrndYKDz4otIPnKsT5c7GzMKVqmn7+XpRZaYzeW9uAAQH+OzYODMf7y28Wc89q5IAWJxrmxv+5BghsA4OYSHlf3bix9SLvrBACgsDcH3znYkhwi017OUV66BeVGnr+9srKNL21S8XEIBaDa9OP7EJVgAyfEQRNnAfejJK2wbUc5uPulu6C2W/g9Xcc/g3n8J/dyfx2C6H6PPFBX2by3ki2hc6iydc5K0ZCrdnN1S4NJibuQRxQYOLTuRmUbd56kNXUc7irb7Ed07Oqn+b07+QiXMY9IT1OVb4tyHvXmG0jekX0c59bGz/RPpoUcpJhLy/ts3k/PwLydfE3nWlIOby+utI6AeSSxcCjAz33zUizfiM5BAYZ2zhxoaneHAg39fueYop0bSS7jdYJ189kWciDinV/p2baz4SDGJW1IMmUa+OniTw9f1c4nlS23PV+rocfr0lhHciXLxPIURBo3iNPLeFelfONj9tVEYlQcAK7k+jZ8yPeoj48P7t2794L9+++/x6xZsxAbG4v+/fvjjz/+QFxcHKpUqYLZs2cjbVqW6dy/fx/dunXDgQMH4OjoiDZt2mDcuHGwtOQp78GDB9GvXz9cvnwZGTNmxNChQ9G2bdtk55w1axYmTJiAwMBA5MuXDzNmzECRIkXeajwpWvFREAThU0b/lj+CIAhCcj7ke/T06dN4/Pix+tmzh8rVN2pE+ve+ffti69atWLt2LQ4dOoRHjx6hfn2uuKPT6VCjRg3Ex8fj+PHjWLZsGZYuXYqffvpJbePv748aNWqgXLlyuHDhAvr06YOOHTvizz9Zq7969Wr069cPw4cPx7lz55AvXz5UqVIFT56w7t0cxJMtfJW8LkDS9HPxaH9Z6GEBHczLrKA3c7vPHav6T2DpYIPfcy0HAAx+wMGHZ/dTlJbLt5zW73EMBZJ9O+asso2sx9XyZm5ZAACwjGAfzs5G5EE0ZOdgrYWrKZDO/hG7ujrr+qh2hW5UJe/ALQ60czlMRc3SRPA+v1/YBgCI1m9WtmA9B29ODCSvpdXzaGXr8i31fZE1e799Z9L9DhnC21lf5FSBbVrSF/DsIxWUzaMzpSSMbsWp55bdIO/lubKzle1hKdXED3XaAwAy7eTUhJpEGo/1A05PeiOePHNZh3NApzNnFETAKAqsDP6Or6nWWFhQk6CHx5lQAMDtrBSQNy8HBydmmEnBpJejOLBTk46f9z69aTVj9s8Nlc1CR8F5hwtxyrwCm/oAALwfcuBex2kcILigH01+Vm7iZ+rI/CkAgLKTBypbywF0bWdu5ABJx9ycUi/tfrrOp4tlVrZzjScDAIqm49oK2WaSR1hfgJ+9zdd4FcEtFz3HMYf4fjVrSekVjxfgY8eMpmsWU4091dX78X3YWoA+t97tqmx109Lnq5tWVLZf1i4FAPTLxXUivBfyM3W6OFWo/GZ9H2XT5qL7EJ6bn4++XenZXtWeq1se8OFnd+84CqKNL8fj7tKHjvn0GKfa9LGlCeK94FTQRbN3/W35kO9RDw+PZP//5ZdfkCVLFpQpUwZhYWFYtGgRVq1ahfLlywMAlixZAj8/P/z1118oVqwYdu/ejStXrmDv3r1ImzYt8ufPj9GjR2PQoEEYMWIErK2tMXfuXPj6+mLSpEkAqBL50aNHMWXKFFSpQqsykydPRqdOndCuHVVznTt3LrZv347Fixdj8ODBZo9HPNmCIHw16A1v9yMIgiAk513eo+Hh4cl+4uLePMmPj4/HypUr0b59e1hYWODs2bNISEhAxYr8h0zOnDmRKVMmnDhBMqwTJ04gb968yeQjVapUQXh4OC5fvqy2MT1G0jZJx4iPj8fZs2eTbaPRaFCxYkW1jbmIJ1v4JAh+HILlI9dIoRnhg6J7Cw+MudsJwqfCuowlYZ8Yh9iElxSgEYQU4l3eoxkzZkxmHz58OEaMGPHafTdt2oTQ0FCllQ4MDIS1tTVcXV2TbZc2bVoEBgaqbUwn2EmfJ332um3Cw8MRExODkJAQ6HS6l25z7dq11w/4X8gkW/gkCA4MfedS6XE1Cqu2zfbTZu3zugDJV30ufP7IJPtFinrcg42jFcYEUgDYLxm3qs9aF6XANVtLXrp+upyCwhJa8kSuxir27jScQDKArL/zl1H+vbRMv2ZvSWVzMsY2hWfhvmSbxQFPFw2UxFdjklf4r59mAgDOx7PSs9RUyjGdYXewsoXlclVt6wgKFgyqx7KKZWtorFk28z7xk0kmkqYtBxf22ccVKOs40DthQQgHzYUVo4nD/u4TuD8rf6DPCvFxBpZnOU3EtyS3cb4aqmy3m1OwpF0gL+3/vIE0qHbd+Dl0iedrmlRQxuMCl0efV5k8bxU6/4U8oG3v7CT5yjdpH3G/03sCANIe5aC4sdtXqPbmcKpA6HqdK3QG5ya5SbNyHA3q+S31YZlRAgIAFVcOUO38Qyjo8PraHMrWoVoHAED8iAhla+NCOpftRfIq24DMu1T74mZ65gLvcaDmuXgKGnTezzncNfGUg7u0y3VlCxjlpdp6e9p//MbJyta7KwVQ3q/Mz3PmOLqmk/JxIO6v/pwLfcVNqmB5Js5T2frtpuuSajQ7igauagsASFs0UNlCs/HELf/hrgAAjzN8j5+UoOdmTrnlyjZoBl2z8FYsy8mxmO9N9/pdAABVlx9TtqRg0czL+bts9Q2SxjTKXh6JhniYhIy+Fe/yHn3w4AGcnTlnuY2Nzat2USxatAjVqlVDunTp3rjtp4pMsgVB+GrQGyygN5ipJTRzO0EQhK+Jd3mPOjs7J5tkv4l79+5h79692LCBNf6enp6Ij49HaGhoMm92UFAQPD091TanTp1KdqygoCD1WdK/STbTbZydnWFnZwetVgutVvvSbZKOYS6iyRYE4ashyQNj7o8gCIKQnP/iPbpkyRKkSZMGNWrUULaCBQvCysoK+0xWmK5fv4779++jeHGqilm8eHH8888/ybKA7NmzB87OzsiVK5faxvQYSdskHcPa2hoFCxZMto1er8e+ffvUNuYinmzhs+dlEhFzpR/vKxGRLCSfFzpooDPTt6B78yZfBA1cz8DRSYMEAy2Xt77G0obHp2mpvWylC8r2wIuW7mf4blK2Zge7qLZnDfL+LB/EspPmTbsDAPSNOZo02ugQSn2RbVcHch5tS2PK6Cwrefm9zsrmAACLsEhly/E7SRJ6dNuvbL2nd1XtCWMpy0frLd8rm4MPZa7IUPOBst3rS+W5/ds6KNvI9dyf1SUp/3GGgyyd2baYjl1g2Q/KdrktSVqqtuZ82sP3LlLtn1u0oUYQZ2wpUJbyG1/aytoYV2N65/nDWYoxOOd3ql3kBL33Tv+vkLJFGWWvl1txRpYFW+cAAH79jicrV8dQbm23I7xkPy2Ig7wuz6Uc1WF1lQmWOSnTRlhWljtkKv4QAOCiYamF6fUJ3mOUFplkV7ndlKQxLtvYVuEUSUx8a97hsei5b3sGlAYARJpkUtH50e/xrp+4PP3mSNIezfEvo2zu81hW0T8j5evuOriPsi2dRxkmurXvpWxeE6gfo2/xNfsx6w7VdtNQDvIF3/HAsj+ljDU3x/P90Oag5zToUhpl83zOUieL/XYAgDoD+NldvKccAKD7X82VLcdekvXM671K2YZk5bR11lXoPnxrd1fZ5hpPeas9Sy1OxtGzfW95ZuiiY4FWeCc+9HtUr9djyZIlaNOmTbLc1i4uLujQoQP69esHNzc3ODs7o2fPnihevDiKFSNZVOXKlZErVy60atUK48ePR2BgIIYOHYru3bsriUrXrl0xc+ZMDBw4EO3bt8f+/fuxZs0abN++XZ2rX79+aNOmDQoVKoQiRYpg6tSpiIqKUtlGzEUm2YIgfDUY3mKZ0yByEUEQhBf40O/RvXv34v79+2jfvv0Ln02ZMgUajQYNGjRIVowmCa1Wi23btqFbt24oXrw4HBwc0KZNG4waNUpt4+vri+3bt6Nv376YNm0aMmTIgIULF6r0fQDQpEkTPH36FD/99BMCAwORP39+7Nq164VgyDdhYTAYPrtEVeHh4XBxcUFZ1IGlhdWbdxAE4Ysh0ZCAg9iMsLAwszV+Se+M3f94w8HJPA9MVIQelfPee6vzfE4kXZMxp8rC1tES1R0pvVWroeyVDa9NnrjNRbiiY+2l5HXMcIAD7taumKnahQ6S19pzK3sih48lT+647m2ULcqL3t3hvvwlnODMXj47bwqMSzPbVtkMWto23oX9Q3smTwcAFJ7dR9mqNuDyfRcGUhBfZDprZYv2ouM0bHFQ2VZtJe9nlhVcNe9xRfZAlm9Px9y+nStHZplD3m19mlTKdq8mtfV8OmRezV7r3Csp3Gz7el52Ni4iQMNxbUh7ilKcPS7B1zE2E1cGvFB1BgCg3Z3a3N855MlNdY7P57iIVgLOnM+qbO7n6XfA6T4fL6Asd3hG04UAgL6LOilbuork9b/lz5OMjBnJw+rYz2Swiey79FtFHuHzQ75Vtofl6b57FuBgwG/cKChz57VcypZlNj8La9fS83c+jlcZxmWj+7ri3mFlK7qtLwAg9Sn2rB8YzSsBeffQs5nDm8+NanStch7nfl/vQCsBCa787FmF8vN+v5orAMBnFa+ErD5GgfuNavLEsOYqSmw+dWtN7mPpq6p97Drdrxp5Linb3Sjy9Aeu8FG2MEqJjj+aTFO22UHlVTugB217qwlXR7Xyod/dH/LsUbY5k+oBAAp2voD4yHgsL7da3qMfGPFkC4Lw1aAzaKAzmLnM+dm5HwRBED488h41H5lkC4Lw1aCHBfRmagn1+Mq/HQRBEF6CvEfNRybZZiI5lAXh80fyZL/ImnsFobW3wbwzVNLaSctfihYW1G4wg3Mf12hGsolKLS4r28BHlVR793ckY+g1kEty9/y9IwBAW5ivaZw7yQE8zvL5IjLyF3eMBS19R2bgfaKMMg/PU1wtrvwgCljT5eDjXDI5z0J/WmL30PLXXZPCdQEAA3pdULZubSiQsNoDlsscHDJJtUtPoXzccTk4sC8mN30vrF8yQ9laFqGAtAdzWELiWIHzUd+MIAlK2rN8nCaTKahubU/OxfywPEkwvApzfut7D1Krdtlx1J/wrCyrsDSW5E71N8slkrSz+fNxUOHFRJIpWJhoWvxK8+eFbSgwNN6Fr+mdizRW+2d8jwIiSTqS4xnv67yBNS/bdpC0Zt9CziM++CFJJ0IacX7r7aMpP3aOzhf42Gs5eLP86H4AgAgfZcLyWyRRuplgp2w7qk0FADS9zvfw2+V9VVvrTZKPhVlXK1vnjBT9d2Q+p2aLaEr/mqTbhuNjvqYJznRdro5kOVHDeiStybrghrI1d6IDrD3M9zW4CI/bwviY7r7NecRtbem5iCjFUh4rO7J1HcXBtKnPhar2g+okw/A4x89CmC/1MUkiAgAeZ+i+ntPlhy4+FgBfh7dB3qPmIyn8BEH4akha5jT35204fPgwatWqhXTp0sHCwgKbNm1SnyUkJGDQoEHImzcvHBwckC5dOrRu3RqPHj169QEFQRA+QT7ke/RLQzzZZiLea0H4/KFlTjOLKLylByYqKgr58uVD+/btUb9+/WSfRUdH49y5cxg2bBjy5cuHkJAQ9O7dG7Vr18aZM2fe6jwpTdRpd2htbOFYjALARrXcrD6b+ZCCq6b15MDHntWp+txfubjSat3he/nzahT4FbaEPZpZelJav6y/c6DYrVY+AIDY9BwM5dCWgw5tmlEOv+s/cknIMw3Js9yuKnvn7Ixf4kt81itbr5JNVHvas7IAgG0HObXa2dMUDFd+MHs5nxpj847+j72u1fv2V+0Ml+n66KpHK9vdMpQzr9hS3s5r2WMAQMbWXE3y9OjMqp1lFQXY3a/FntGtlfIBAGzxWNmcvSn93X1H9rAWKHBbtW9epWg455s8iYlOZ/Sw9uZrmnoJBdJFpefnWe9NXtLn+XkKkPp7V9VuGUzPb3YDe6gTfchr/bCco7J5GLOndj/GwYezatVSbasxlPavypyByvZnt/EAgKot2ZYuHQUi+o/kZ8qFH0OkPkUrASG53JStx9geAICEmqHKlv5Hurb2+dijm24/f369E1Uw7VKCn4/7LShNZWwa3kcTT9fqWVEOhkz04gqVvbNRZcXpGzmg0XoizRG2n8mnbIdvFQQApO3Hz/3jtT68T1k6ZmIiPwv21uS19snMc47gGPJ+O/7DfTQl2of2sYzmRBALvqWKkef8fJXNRUvpDPPbPkRkhB6lV770cG/kQ75HvzRkki0IwleD/i3yu76tlrBatWqoVq3aSz9zcXHBnj17ktlmzpyJIkWK4P79+8iUKdNL9xMEQfjU+JDv0S8NmWQLgvDV8HZR8fTlEB4ensxuY2Ojihq8D2FhYbCwsEhWHlgQBOFT513eo18rX9QkW4ITBUF4HXpo3joqPmPGjMnsw4cPx4gRI96rH7GxsRg0aBCaNWv20XPH/tx8BeydtJjSiSrMTX9QXX2mn0+ygrqzeGlfb0zLnGEfL58faMR5kMNzU8BfYY+zynbDkpas/5rJkg2XNBSENnAur1nPKFWWO+ZEOZF9tnKAYOkgCmhb3ZUDEjsP6AMA6LuRqyEaSnuo9rYa9L3gu5WDJfM7UACZp8nqu9+39wAA5U92UzbrDLyM/6iCKwAgvUlAo00mWgpf15slJs3GUh9HHJunbF1XcgXKB+Xpa3d53VnK1tKJKmb6TQlTNpc71N9nxbkP1/7Mptqp7pGUwfVskLLdakfSB+sg/mqPNPYx/UHO83zbOK6c01ie0nsPVzTs+QcFqto+5aX+7f1J5mFtwba2hUi2MzmwhbLd68iShezdSG4y6xRfi0qL6FlyL8e5qkMPkiTGphhX93QpxlU9+w+jvq0PZjnJn4b8AIBMczh3tn4mjSf4Kee3DqzI8paV5aj6ZZH6PPFr4V8ZAHBnCQdaVu5BcpDfzxZRNuxhqcqk+/Q78ncbzsFdcAlJjzwLcTlv/QkKjLRuww9a1Pd87ssllwIA6t1k2UngSh8AQMIpvodPmtEzF9Ce5Suul/hzq2A6ZoYN95VtTF065tW7XsqWayTJsVYn6pCojwPAMrC34V3eo18rX9QkWxAE4XXoDBbQmVmBLGm7Bw8eJJsIv68XOyEhAY0bN4bBYMCcOXPe61iCIAj/Ne/yHv1a+WIn2UlebfFoC4KQhO4ttIQ6owfG2dk5xbzNSRPse/fuYf/+/R/diw0APxxtAo2dLXKeoXRjmq3s+YuMI49gxgVcpS64OqUb04ZEsa0opzKLSU3Xt3fqg8qm/ZPaXXJW5mNXpbRt3be0U7YciTdVe8L+3wEAA0s3UrZGU8gzOrAUpwccdnApAKBPXq60l/l3rnhom5nS1GWbyEGDcWO+AQDMnDpV2TpfaQkgeXXL6vc4oNHWnQIxNZ3Yw5pmHHkYv2/TU9kaz6Ag0H4TuyibDTtW4fSAvJpjVnHwnWcB8iz7N+IUfUkOQNuHbLIw8bxXHkrVBAvY31W2aV2a0fkC2CP+vAh59W+3MAmuu0Pe5uBi7OXsvZKrO2Zdbsx6k8DBq10200rHlcEciGnxK3lWDbF8bOfr/Pvl342qTDYewSkg7evTvamf4YKyle9Cz1eDzZyizrCZU/P1KkbX0mcpB2LOP7qAPnvC17lmKvq+35xjk7LFGngMSWkP3a7xqkYSm5bwakSrTn0AABcWcWrG/BZ8j3P9RNenypE+yrbsF0op2G0ib2dlTIFpcOCx2D7nSefDRHqm1mfbomzFbOka3P6R0yseLTkRAFB5PF9H1zu8wmMVTVO54ttvKVtbVwqorraDV6GCKtK8KNX1WCQmxgLvOD16l/fo18oXO8kWBEH4N3qDBnoztYT6FNYSJk2wb968iQMHDsDd3T1Fjy8IgvBf8DHfo58bMskWBOGr4UN6YCIjI3HrFnuS/P39ceHCBbi5ucHLywsNGzbEuXPnsG3bNuh0OgQGkibVzc0N1tbWrzqsIAjCJ4V4ss3ni5pkizREEITXoYf5GsGXZ6R9NWfOnEG5cuXU//v1oyp1bdq0wYgRI7BlCy0J58+fP9l+Bw4cQNmyZd/ybClHCb9bsHKwRvg2ysUbHMvaBocBpD8PqcYV6UJzGK+fBUtEHNpyUZ101rQEXmkdV93zzU/v5klX1irbkPK0v9PffD/u9OLgs4HlSfpgiObsLqvXlgUAZDLJWTy1CUlHNFX5OFd7c3CiXyf6w6fF6ePKNvohyRj0Js9C2CnqT5WHfZStbCmuannMn3JdW//Cxw4oQ9dK58cSksOVaDs3P5YkhPXnzx1qUkXA8AZFlc35D2PC6SYc2BeagyYxGhNlg8HkG7uhCwWW9mn1vbJFeZMMZObi5crWbig9hw63OCDR9jlNfELqseSnahaWBG32pEDWQ9UnK1uj/5FUIXNW/p6NWpoO/0aTyL850Z50fS0bczBgqtZ0P/caOH/zmuV0Pr09B/b51+Y/PHN/SzKRxHVcLbHXBSrLOL0DB1UOuUb5vav3L8hjvcr9TSRFEH5fOl3Ziu7qAwDoXK2DssXnIvmLFVgG07XIIdWeN7ACAOBsfb4+5SbQ8x6TjieViY7ULtHrrrLNSL1UtVsMpH12T5rK+xh//SxuckDnzSIkN7EJ42PfbcTtXMMp4DGkJ1+fPvfqAgAy7uBqozEZSZ52v6ot9LEA+FfirfiQ79EvjS9qki0IgvA63i4q/u0qlZUtWxaG1yyNvu4zQRCEz4UP+R790pBJtiAIXw1vl9/16/5yEARBeBnyHjWfz3qSbZneC5YaGyUTkTzZgiC8DikH/CLPG1vBUmMFx02UhcF0GTiwFOUG9jwcbLKHKwAgqEq8stgeyqDaUzrQEvrg9s2U7eoPlMXiTibOnmHQvHh9M5e+p9r3I3wAAA6POJuF3qh4ePSdk7LN6U5ZHXZH5FW2PwP8VPte55wAgKG3eR+7KNJg3E7gfNq+v5OkYaMxqwkA9HhYlj9PYyzt7c150539jbILG17av96f5CLZ53P+ag+u3g5kpzLx1YcfVKZHg10BACcC+Trb6mly4j6VJQC3m/BXdte+fQAAv/3GOcMr/EGSjvXhnLe84g+U8/lcw6zcxx5UIn13UU4h2TNfDdX2s6RMLBVdWYqizUz3a0YWLl9/YFAuAMCh7/j+Z97NZecPrSHZRtjxtMrmZkvX/lZXvo6OOrq2nhl5/Klacs7sxNT0HD6sxRIlvZ4kQ5Oq1VW2yLEkb4oszmk2fVkFA6tIul9Fd/RRNqfr9FDdG8XXdk4BkqA0rMT5v28352fX1aiOani9qbJFFCaZ1KEynJGkc2GSr+x/wPm2t2bkXPEO6eke593BGUmO96J85FcSXJRtWNfOAIBnrTjXea4BLNGac4ruSZ+79ZQttj1lCbrTigOs47woI0mzwscQF5mAqaPwTsh71Hw+60m2IAjC2yAeGEEQhPdD3qPm81lPsqPyeMHSyhY2Rq+1qfda8mR/nbh5uqJGl0rYPm8PggNDP3Z3hE+Mt4uK/0q+HFycAK0NTl8mT13OGRxU6BJP3tiAGuyJLNL0Im1n8uUZl5W/SnrfpPzPEWXZA10gFwUf9v+Lc17nXUSeuBt7syib1Sbu1tI+U1/oauNjlBNZc53zDo/JX5aOM4ePY33VJC9xcfKSBh3mlU678ZSr2V3LAYmRfuQt/f4BB6+a8jSKvNVx6dgzZzDGxelsObwr/SFqz9jLwYe9yrVU7Ss/kDc2fQx7RgNakG3dvsXKVmMh5TdO8zO7Yq25MCACm5KHvsZMzoO8tCt59Uc3aqVsj8qSR7Tphn2883PyJtuYOBnDKrP3v737JthHxyNg7mMsK1wWAOB8j8Y1olJjtd3jKrRCkfqbGGXbdZADZ/f3JK+srUmVyHbLyftrmZMDWmP+omsRaxK2kMqN/2MRS/3NsILzqMdc8QEADNz5m7L1nUyVNR0COYDS4MgrASH5abXG/i4HgeZpQNf3wg4ef6fE1gCA+L7sEfcbcl21k1ZH7vjz74VtAB3zYnG+r7+d2QQAKDWHg4Ad7/HvTVKQo03gi1OxsZ3aqvaaZdMAAGVOdVa2VcZjA0D1vpzPXVGA/sm8mnPGX+9Mz/jFBpmNFR/fDXmPms9nPckWhH/j5pUKrYc3xoktZ2SSLbyA3mCRLKPEm7YVhK+RemvPI/XTKAQ6uqhJtiAkIe9R85FJtiAIXw36t/DAfO1R8YIgCC9D3qPm81lPsh0uPYalxgZRNSi3qMPFRy9sI8GQgiAk8XaVyr6OLwf99HjoHSyQq+NTAIAhigPXbNfSkr1XX5YA6JuQZ+puhJuy2bVkuYBuOV236LTswTp/hXIi5xr3WNmutSd5R5blD5TtUU0OhvupnLF0uobvg/t31I+npTnocvnlnQCA5k04SC9iGAcdurWnXNA3J/MYok/Tkv5M1/LK5vQXBV2GxLPU5PwlzuVcrfDfAIBbh/hzGNMy3mzJsoJneelr1VQi8v3uXao9bBKVkb+3kgMRYYzn69K8hzJpStG/f29hGUM6P85rnfoC3aebrfjcfX7uTuOrwtfeOpT+Pdi1mLJZBVLZ9fae3Xm7kXxvNAeM5cAtgSgfkl6M6EQBoQfCuD8hk0kuYXWJA1ZTZeGc6h2b0Xhif+Iy7/ZuJN+Ifs4yDq/bJEV5XJFLoCemcVbthb+TDKb2RJbG6Iy3s/Npvs4JeWn/1Je45HhQeZZ0+P2PcpRf/YXv6/RM2wAArdfy83w1IwULaqJNSsTP5bnElAKLAAD9lnFubZcS9Mz1P8eSKCd7kmToTWZa6Wvf5f80pEDGp7X5mpVbQmPMoOcgx+rDSG6yceREZWtWkIMcXeAPALjTnSVTrjfoHvo3NAk2TkXHnLh/FSIj9NibB++EvEfN57OeZAuCILwNOlhAZ2a0u7nbCYIgfE3Ie9R8PutJdmLAY8DCCknJk6LycfWpJK/2y7zXX6p3+0sdlyCkFOKBeZF7f2WExtYWHgXIm/jsG65yp3lCwWnWJdirmNGCPGQu1uxpuzyF372OW8lDmbaOSSD6KPIS5tnEXmtdYfKc2h1wVbat3uNVO87otOxZsbWy/T5yAgCg5mL2aJY41g0AkC3AJP1bE/acOuyggDTnZew5DctKYwiYzd7kwFHksc3VjPu98SinY2v/ax8AQOEpF5TtwL78AAC//11TNrjTeGYeWKlMLX/gwDTPP6mK5NVfciqba3q6znGn2Jvqu/QuAMBgx55qfSpHblvS82mh50mM+z8UyFm4GwcI3q1AlRODmuZWtpjy9K1pwfGBsNnA18dJQ/fWKkIHv4mBAIAhEZTObmezCWq74T3Jq38yH3u3sww7q9oR9SiVoFPNK8qm8aXVCttHnKIu1pXuR8Ecd5XtbDsf1a5s9O6mucee7uetyatfMdNtZfPvQPtonoYqW3S5zPx5d/IY+43nlY5SzhQsadGMUzzaGx3zcak5oNX7F25Psm8OAEiv4RWcJ+HkMfddeFHZHrfPBwBwNqnUaNGegy4NOhpD6tOcrtCgpYqiAWV55WV1W0qLWeuvbsqWOIl/T61v0n1wePhiwSvf1Vxt078ZLZm4ltNDq3n3WozyHjWfr3v0giB8VejAXpg3/wiCIAj/5kO/RwMCAtCyZUu4u7vDzs4OefPmxZkzZ9TnBoMBP/30E7y8vGBnZ4eKFSvi5s2byY4RHByMFi1awNnZGa6urujQoQMiIyOTbfP333+jdOnSsLW1RcaMGTF+/Hj8m7Vr1yJnzpywtbVF3rx5sWPHjrcaS4pPsnU6HYYNGwZfX1/Y2dkhS5YsGD16dLKSwuZcIEEQhJQmyQNj7o8gCIKQnA/5Hg0JCUHJkiVhZWWFnTt34sqVK5g0aRJSpUqlthk/fjymT5+OuXPn4uTJk3BwcECVKlUQG8uray1atMDly5exZ88ebNu2DYcPH0bnzpwCMTw8HJUrV4a3tzfOnj2LCRMmYMSIEZg/f77a5vjx42jWrBk6dOiA8+fPo27duqhbty4uXbpk9ngsDKaz3xRg7NixmDx5MpYtW4bcuXPjzJkzaNeuHcaMGYNevXoBAH799VeMGzcOy5Ytg6+vL4YNG4Z//vkHV65cga2t7RvOQBfHxcUFOXuOhdbGFm7XKMjhZYGPphKSJGy2nzZ7PJJv+/Nij34tAKBbwYG4dd7/I/dGSClMfw8TDQk4iM0ICwuDs7PzG/Ykkt4ZQ05Uha2j1Zt3ABAbmYBxxXe91Xk+J5KuSQX3drDUWMPCkSQEd9py9b4ClSiHcFgLXkqffmjVC8cyDfILqEHv3PQbORjOv503AMD3N35H6xbSe1vbgn1d8Sv53lh3NH45J5rkPI6mYL+78/i9Hn+XJBT1yp9Utit1WDqHRJIY+G7hJfluHgcBAM2ms4wjNvWLX4W6jPylXTIryRKeN+cv+6t9KRe46xWeSOjsSL4RkZn7fakey072xrgCAPrs4lzWK2pQ5cX+wzh4M9yHjpnmAgfxtZq4VbU3lM8PAIj6loNFR81YAAAYMqiLsoVmJVmB23Xuj+Melm8k8bwBR8Gd2T0ZCPg/e9cdVsXxRQ8dpIpKU1RUBLFhF7tGQxT92XvBrggqYuzd2I2KvfeuMfbYYi/YS4y9oKICFnqH9/j9cR9zHwHloZKozPk+Pse7s7uzs7uz8+6ce+4rvDEyx/+ajwMAvK1A12V1XY36oFBRhy7wvU7ZxCxUndakuW5xkPtnVZEjAIA2Zd2F7eVa6ket09y3hfbys/JgAG3f22aesA1rSJSNe0M5aycM6RrX110tTD6LuE+TVWwb++Mc3Ft1MdFb6ptyn4wf2RsA8L/xJ4TtwHgOkq00lvbpanlB2Lqs8wWQnrIRa6+i8qgxMwrVZcpUXDI976+fqWWT/Jv6z3bTHW53WaK8vKrLQben+jFtZ8Cz5gCAmYX3CNuw5xQYee+4o7Cd7k37dG/QFSmKRBx/Mv+rG0dHjhyJ8+fP4+zZs5luT01NhZ2dHYYOHYqff6aA0MjISFhbW2PdunXo0KED7t27BxcXF1y5cgWVK1OGzcOHD6NJkyZ4+fIl7OzssHTpUowZMwYhISHQ19cX596zZw/u3yf6V/v27REbG4sDBw6I81evXh2urq5YtmyZRtf/xTnZFy5cQPPmzeHhQSlaixYtiq1bt+Ly5csAqIP8/f0xduxYNG9OD8aGDRtgbW2NPXv2oEOHDh88tkTuhqWNBSxt82ZdEYBjRYcs64QFh0st7VyG1GykA07N5QE7Et8n2j88jY7RJzLYldt/5//EEafdKj4S+/b+AgBQqFbJdZLT77fNsTYOoWhONFXiK0VOjqP79u2Du7s72rZti9OnT6NgwYIYMGAA+vTpAwAIDAxESEgIGjZsKPYxNzdHtWrVEBAQgA4dOiAgIAAWFhZigg0ADRs2hLa2Ni5duoSWLVsiICAAderUERNsAHB3d8fMmTMRHh6OvHnzIiAgAH5+funa5+7ujj179mh8PV98kl2jRg2sWLECDx8+RMmSJXHr1i2cO3cOc+cScV+TDvonEhMTkZjI2YmioihIxGbhJehq6QkvV1D7IqKO7Rz6hRmWiS07kB7srwce/Rqh24R2WVcE4LfSK8s6GybtwMZJOz+3WZ8MGaiqOb5U/+TmdMAfGke1TI2hpW2AV03peSy2lj1tY7rTzGp4Kr93g2qpxmht/njOO8NZ99IwZB+P5Rt7+gMAvJ8OErbQ5zRbK6Xk8wWG5hNlJyVlarw/Xc1T+YaCAOsV4uXak7ElAQAtLDjg7k6MhSib7Kf7+GdgST5PM9qe4M8czWJWdL7AC4WFzaMUn+f6DArie9eDn4smbtcBAC/L8/n87MlTO609e6rLKvi6TZ/Q/h16nhO2SV1I1i+6Lh8770Pyyob34Tbu8GwkysFLyUMfzXFt8FpJXtv42uy1LniSynlekffWIiwGBVLZkyuQiQmgiTYdNPPtOiZJiChVlNt1lz252otJarGkZ4Sw1XcbDACYeXW5sPXZSZ53x7Xsve15+YYoT15MKyV9RgwRtjeqIf5EE5a16/mQgjNn1vEQNiUvsqBD61MAgMY9ODjxUBQFJ85t1EzYtOhWY+Nm7m9tjp/EbBtaNRnwkrODJhSha63VhDN0njxbFgDgtJDHr/dPedyfOolWHgaf5JUH2yMUaKqV10LYNmymlZC6F9grX+scl4ssoeemfclhwhZnQ++n5SN2o3dtS5225M8liIlWoiLHwmYLnzKOpo03aTAwMICBgUGG+k+fPsXSpUvh5+eH0aNH48qVKxg0aBD09fXh6emJkBDqH2tr63T7WVtbi20hISGwsrJKt11XVxeWlpbp6jg4OGQ4Rtq2vHnzIiQk5KPn0QRffJI9cuRIREVFwdnZGTo6OlAoFJg6dSo6d6aHX5MO+iemT5+OSZMmfemmSnxjOLj8GAL2Xf1oHceKDvBb6YW5fZbi0fWP00XCgsM/ul3i+0NuzlQmx1EJAIjTMUCIKSl76MayWkeyCU8HbKNYnSXZhiZJ4ZFEGdI1YVd2UrweYvWzpnhKfF/4lHHU3t4+nX3ChAmYOHFixvpKJSpXroxp06YBACpUqIC///4by5Ytg6en5+c1/D/AF59k79ixA5s3b8aWLVtQunRp3Lx5E76+vrCzs/vkDho1alQ6l31UVFSGGybx/SMsJEJjesej64GSky2RAYpsZCrTtN63AjmOSgDALtsaWNCZ+NBF1rH83UNfdtWemzYZtpGRSLbRxrPL5BH0HEr89WJD2VN7YxfxuM1efLocnMS3h08ZR4OCgtJxsjPzYgOAra0tXFxc0tlKlSqFXbt2AQBsbIifHxoaCltbW1EnNDQUrq6uos6bN2/SHSMlJQVhYWFifxsbG4SGhqark/b/rOqkbdcEX3ySPWzYMIwcOVLQPsqWLYvnz59j+vTp8PT01KiD/okPLSvoFrSljI+q4Ma0AEgACB5aI4MtDYmqDJFA+iDInAxytLSxgEe/Rji4/JjkAUtkgAyw/XeQmz3ZHxpHI+bqQNdYB8mn6f/POvPE+2dnWg7XLpBJfLySbQq1vup5j2gSa05vFLZOsylAyfoue0hj7cibWv84T/S0mrJXdPlZyjCoPn07WtYReZRJ0OuhwNHOtNbdryIFSG14V1PUe96fdZuLdnkJAPD/cwdf1xLKJrm1wiph6zeVaAxaPzI949qsSqKcmJeuUakW7xXYiqgsNjsj+DgbaBlfv5Zaw9WuIro4lfdt4wo2Ks1xi8dM8whzoYDFvWpt7Or8syjbTaV2BjXkBmlXVbUjmvvR+CV9Ax/6qAeq0flet+EMgUZveauWqrnv40zRZCNREJLrqLIyBvAESL8aBTbiOWts32jpL8pNhvgCAH47tV3Y2lRqCgCYdZQpow4lVFyU/KwTvrqyqyjHLiMuS54DfF3FfqN9WgSxZnq0I/WffQV+Nvd7sSzbD/vph8Kl0RxoOOcvysZ53prnBWHO1PeH+/K+F+L5vegbVA8AEPoTTzT1RlL/nnxfTtgUJqr7qcOa1lunMr2l4dmBAAADpgUjdC5NyxLP8UQuWvV+6d5hnfQi/rdF+f5Met5LjebgzcdLiwIAkoL53gT9QPt7dfRGSkoCgKn4FHzKOGpmZqZR4GPNmjXx4MGDdLaHDx+iSBFV8LSDA2xsbHD8+HExZ4yKisKlS5fg5UV0GDc3N0RERODatWuoVIne4RMnTkCpVKJatWqizpgxY5CcnAw9Pbp3x44dg5OTk1AycXNzw/Hjx+Hr6yvacuzYMbi5uWl07UAOSPjFxcVBWzv9YXV0dKBU0guq3kFpSOug7DT8W4OlbV50m9BO48A9CQmJLw8ltLP1J/F1oVX0DXSJuoRGWzOqY0hISPw7yMlxdMiQIbh48SKmTZuGx48fY8uWLVixYgW8vb0BAFpaWvD19cWUKVOwb98+3L59G926dYOdnR1atGgBgDzfP/30E/r06YPLly/j/Pnz8PHxQYcOHWBnR07ZTp06QV9fH7169cKdO3ewfft2zJ8/P91q3+DBg3H48GHMmTMH9+/fx8SJE3H16lX4+PhofD1f3JPdrFkzTJ06FYULF0bp0qVx48YNzJ07Fz179gSQvoMcHR2FhJ96B0lISEjkBBSpWum8rlnVlZCQkJBIj5wcR6tUqYLdu3dj1KhRmDx5MhwcHODv7y/i+gBg+PDhiI2NRd++fREREYFatWrh8OHD6SSgN2/eDB8fH/zwww/Q1tZG69atsWDBArHd3NwcR48ehbe3NypVqoT8+fNj/Pjx6bS0a9SogS1btmDs2LEYPXo0HB0dsWfPHpQpw3KXWeGLT7IXLlyIcePGYcCAAXjz5g3s7OzQr18/jB8/XtTRpIOyg8z0sQG7DNtiVTQRdVuK2h5yqV7i34C6qkga0p49qTiSs8jNdJEPIfK8NXQMDKEwUi2xq123dn5S+5h1llV4htciqgV02EOlLuf15j0tCQ9py4oJUK3EJ8+OFibdWFpK3xbIlAy9mkwXmPWGqCqnX3Lq8z8NFgBxgC6UcDB6R/s/pf3Xl18n6gWtYV3vWZf2AgDaXOGP5/JKRGWZ+aqxsFn9Rt7xgEksbzfbmakRTc1IkaLFwcHCFryYtMVNFSzNkWxM/ail4D5R5mEaiJ4pqVAUOMT0Da0UWuldMdtf2FpuIY9aj2Gs5a0LpkF02niIrsuEv2fPVZrgA/pzG8uvIAWUOXkDhK39Mjrm2qGsO+0zjBVQtA0UQDQAPSX0XFQqNLeJ3mNfi9Vg3v1OFIpIZp1AqZZ6Y+ucOQCA1k6siT3k1kkAQL9jPYTN5gw9S3GVmdqwZQjrsQ/pRKnP9V7ztb5oS3ru6vSdv5rPBwC4PWdvZPMFTCexe0b34eFSbrCOFrX3VX1jYTOoEgYA6NOOFTx0nzPH98GvRHU9dov1z/+3iOhLMSWYoqoTRVOsuOXcJ02XcXuKnaXn5lU9vgabQaQAFFmRnxkd1X0/3IfpK/0XsoKK0Ss6z/BrrC09eCG1J88bnuXk30l8+vety0CRpA2wtHy2kNPjaNOmTdG0adMPbtfS0sLkyZMxefLkD9axtLTEli0ZNf3VUa5cuQ/qcaehbdu2aNu27ccb/BF88Um2qakp/P394e/v/8E6mnSQhISExJdGajYykKV+ZxJ+EhISEl8CchzVHF98kv1vIraMLXT1DDP1ZGfu3SZID6HEf4nMvNYy8PHfgQJaUGiYHEHTet86imx9Dl1tA0AVN+N8gD1293ZQtrg0zycAmNSjehUH3xQ29b7SeUErkj+sPSpsXhakf/wgmT+4njfIk+ls+U7Yyg5nXerN9yiRRMdSrH+dhsQIfZzyohielBrk/ZyYl3WOg5ZxYNuwyuQRc8gbK2x9PClAqvic+3xQW1LRqDWK+Zb5zwWL8p7alPHP+TxLzSbbkHf3cm/W281TnDy/cdEcZFpqKgd8xhcjb71hCAdYKm8/BAD4FeNgyOJlSGI00YaD3ewmPhbleQtJu3yqHXtJra+Q99NuHNfTUQVdvldytsDYouTdHOLF1xr8k5rn/TAF6ulEAYUoFw2m/u4PABhfp5Wo1+8IrRLMuvyTsG2K4qDTHuYUwKbcx7FI/j/R/TBvzNOPHuP3AADm/N5c2NSfqQhHusfrtywVtsRUaqOpNnuOa1ylhCXVW7MO9ss+HLCoMKZ7YrWf+8LjJQWTphTl4+gdp3s0ZssSYRuwgr3axZaQB/pCZc7DMbsfZZlc0IQ9sK/dSapYf5e5sBmVVcuYqQoe1uHEohh3nJICjRzYX9ga7aP3z/Ys90n145dF+flv9G/P892FzTKWjt3j1z3CNnVPawCAwi4RyvhEIKO8vUaQ46jm+KYn2RISEhLZgTJV8+VLZSaCGhISEhK5HXIc1Rxyki3xXSEsOBwbJu2QiWYkMoUyG8ucmtaTkPjesL5qXZgkJkBXphqQyARyHNUcWqmpqd/c74yoqCiYm5ujHpqnS6uujjTtbHUd7DT8F8Flx5QUOORVabhMkpLL8bHAR4mskZKajFPYi8jISI10VwEeM7qe7Ah9E/2sdwCQFJOEjfW3Zus83xLS+uTC37YwMdVG6/W0JJ1onyTqGD2hvnJVSxUd0YJ8M2Z7ODArqhX7a1IL0FJ7+CwOuDI3oPXwAkZMkTDTI9uVJRWELbwhr5vXLk6Uh7NPOPDx6bAlwKtXSLbRxpPLtBTfcjnpOBddo5ZYZQgnVkm1Jz3l4tZMSwkKtwAAxKtROgqcomut7MPpvEvlYbrI5ucUvXm2PGs+K1VUjAoBHMSXmECReJYWTE85WH6tKG+KpFTb+4b9IGz1Z5wHANyK5LHh1gsK7EtVsscwfz4OHLWYQhQKnTi+X9El6Dn1mvabsG0PoXaXMmOaS8AborcYjWMqSscNR0T5txAKJt1c4ndh61ST6CnBTQoJmw7F6MGpNz8flvp83YceUvBdSiS/c3p56R7/Vn0Fn3s5BSrG27CeeJMafB965z8DAPD057Tq630paLP/WA7yDCtLfZXnNfeZ/+BlojzuZ6KTxBXgiV+p7tT2sOYcQXn/V6KYFLF7L2xvTvC9iS9F12B6ncUaCh6gZ6XzwTPCNntxewBAVEl+V4xesWZ2hWYUbFvYKEzYrg6g9yFkBN9Xm5nUf7pP+XkMbc7Bm1vHkPZ2uzmcVt12LeloP1jkKGz5T9DzHuEMKBMSEDhxjBxHcxjSk/0FYGljobH+tWNFhyzrhAWHy4Q1EhI5ACnh9/Wi89+n0XHPKfF/Ax2apCcq1D5TYcR31gtRonhVysR2MpZSxadLET5VF2tq18WaOnVzuNUSErkPchzVHN/0JDst42NmyMyDnYYv7TX06NcI3Sa006iu30qvLOtsmLQDGyftzLKexLcJ6bX+75CTy5xnzpzB7Nmzce3aNQQHB2P37t3ptP9TU1MxYcIErFy5EhEREahZsyaWLl0KR0fHDx/0X8D6sBrQT9JDqjYtalqf4M+C/2SSKOu5ZqCwFSkYAQC4dIu9oJjOHsgDDWifAT7sYdQOIg/sz3t2Cdvm8OoAgAL7KDjOKvYlbOOjNG63Xgid0waRGTdGAkVOvILjpYeIqkee8FKj2JP76A55JSf9yO0pV4/ey1Gl6wvbs0KVRXniH/sBAKND2eZq/AIAkHcH98W7cjSpKLCZvfaN63CmxtgfyF5xLAcnljKic5/vz1kHHQzoOFrjOBVjYGg+US72K507vDZfv9lLCrAra8BjjMJalalSLSnIGSV5QaMrs9ThzkZVRTmqCvVPfSuWwotVKSAW3c+eaq2r5Il9/aK8sF2tzd9k+7Pk6o4uzN5b0xfkMb5Ynlcb8t2lH0ihJlzv8Gle4ThkTVKKTgfZkztqJd0n/Ub87BWf+BcA4NEvvO/AvzqI8pgZlPXTRpf7bNASCjC0i+IA2z11KeBxqCd/r4s+fynKEVVIws/U67mwRb4m7/e8WTwXiK5PqyhtS7NXvrghBxYvXtYCAPBXfaY3GqmCPO2m8nXFFaQ+9VnPmntrW7HcZZv55ME2a8LP+K9+FHjcen1ZYUtSxV8qDJVQ4tNJDJIuojm+6Un214KDy48hYN/Vj9ZxrOgAv5VemNtnKR5d/zhdRPKJJSRyBkpkQ981m1HxsbGxKF++PHr27IlWrVpl2D5r1iwsWLAA69evF0m43N3dcffu3U/OEfA9IU5bH+FWrJMsPGBhanQJBU9cI62oz+LjaAJiaaK27Y0h4rQ0W86WkJDIHnJyHP3eICfZXwBhIREa0zseXQ+UnGwJif8IqdDSeNBPzebHoXHjxmjcuHGm21JTU+Hv74+xY8eieXOSKduwYQOsra2xZ88edOjQIdP9chN+NyqHKwfZq/8qzgIAkNqTPaMbXixHgeRoRFoZYvrRJgCAA5tI9m7TwLmi3sjKnKhDQkLiyyInx9HvDd/9JFtm0JOQkEjDf5XxMTAwECEhIWjYsKGwmZubo1q1aggICPhPJ9mP2+SFrrY+LH+g5eOwUnzdPVcTTcTwPS8te+3cAwDwDeA2Fy/IlIa2Kq3ijQsXCduuCKJYdL3JAYKFfSIAAKmFWENYmfpClG2NiDoy8MRxYVOU1gaSAQPtFPxgRtrbR6JrAgBmvWat5vtzWL9YJ5iWq09uYDqElgMtxS+b2EbYzPfcBAA828gBZQ4+oaL8LIm0t4+tcxO220uI3hA8n/vHaSW1+00N1uoucJVpMMnGdL03TFlP+pK5EwBAtyn3/V/dKQW080HWZ3Zcx8Fw96o5AwAUHOuGRX0pyG/oE85QF5dM9AxDXeasFzengL5aPheFbW4dDsSsaP8IAPDwfQFhS3lCcUc60YnC9mgK0VvsT7DGdJIlB/kZvCU96VRdpgyElaIfTZ5mTLVY6ERTkUY/MmXj1jRXUdaLVdFIIrgfHyyj63e2ZxrHm/xEE7FQkz83O8Ka2OvPUT/Pf8DP1NaBlJWylSVTY4y1aHvjxaeF7Xgzpl1YnKO2D5x+km0z6FqHD2GKST5bei8OP+d7XbAP92nCINVz87eFsOUNp/6LKcyrOu/L0PU3MmK6zC9NmC6SlmVS64iNsNmVpmNv68ZZPUd0pHfTPNAQKclK8NuWPcjMuZrju59kS0hISKThU7iEUVHpecIGBgYwMMg8FuRDCAkhrqS1tXU6u7W1tdgmISEh8S1AcrI1x3cxyc7MQ/1fZtCT2fskJL5OfIoHxt7ePp19woQJmDhx4pdu2n+HlBRAWxsxBeljaFaBpe7yTSRe84ydq4Vtd1RFAOkDCVON+EdHkTzkMV2yokGGU5luZwmvVDPyvtktDxK2yGTmpt88VxIAcEqrnLBdUE4GAIQnGKPPwd4AAOfdFEBYy/eRqFerCpdXPCY6ifI1Bw12qX8WANChBQfI++2jVQabVXwtxQ5wgNzu7nQ9UQPYkxu5iPrC5Re+hvsz6YdUaXumBSbc4x9X8dbkYTQsycdOCCevpVY088hbNuoMAHDMy17iJwN4wqL9io7j3uC6sK1/S179HSVZZrDKWfKE6z5iz6jBZvLQr6rNHtaOg1h6buMNCkq1289ThOP+RMepEc5BnJ0ak6f33NHqwqal4PcrzYOtf4RjliyVJA/YqmZrYfP+gzJHdjTjYNBNUzlr86I79QAAjlYss5dvPd2nx43YM+xwm3j5TkvYlW2iw/fraRytLuyOchW2E72o7akthQkD2qoygi7m5+jBADtRVpjTM26hHSdsvW92AwCcXeQvbO06Ut/HtOLn+lUXViLb0oXq2uvyPa5mqwoYVsuO6rSaAofddDjzqvU9Xpko34La+WMdzpjqtobu07quC4VNaUAe8RctlVDGK4FD+CRIT7bm+C4m2RISEhKaQJkNLmFavaCgoHT6rtn1YgOAjQ0t44aGhsLW1lbYQ0ND4erqmu3jSUhISPxX+JRxNLcid/vxJSQkchXSPDCa/gGAmZlZur9PmWQ7ODjAxsYGx48zFzQqKgqXLl2Cm5vbR/aUkJCQ+LrwKeNobsU37clOeRUMqGV8VKdn/JdUDUkTkZD4OpGTy5wxMTF4/JiXuwMDA3Hz5k1YWlqicOHC8PX1xZQpU+Do6Cgk/Ozs7NJpaf8XeNa3JHQMDWH+hIIBI+P5R8Tu35cCAHo94iDHacUoC6DiIPto1PtKW4toDL89dBU24z9JR9pQyQGCpTdTX8UrmCLRtcAFUe7nQOO6jQVnOcxvFg2oVuhT9ehYQSuILrBxQlNRb+ns+aK8z08V8BjJS//brOoAAC7trShs8+4uBwAMac0Jw+6NKCPKgV3oc2lxka+7Ug/SZa55nI+91YXoRQ8mcaCltRUHAypsib5QYDEH5M1ethEAcCDcVdge/0L7mJ20ELY8e0uKcko16pcHfi7C9mow0Q46e3Bf5G1O58l3i+kpIQ2s6FqeMk1h01/c3pK9bwEAEtxZb7rGaqIf5LvL12LVIaOueYltTKHQSqFn6k0/ppPEq3TCUwJZlGBvO6KyzPLidhtasx53rcJPAQBB3nxvxm1dDwCIUDAN5o95RC0ab31K2JoNZ4rFu/L0nD544SxsuuOJHmVwijXDXZdTtsQzs7ndxXsxJUi3O/17s1ZhYVPcpIDWSq85K+WQ5YcBAIt3NRE2nXh+B0IUtELW5kg3YSt0lNr4p1rgsMf2fgCAYgseCtvq63tFuVcjatDiqhzwmtqU+rnTuT7c7v5075xnJiJFkQgOGc0eJF1Ec3zTk2wJCQmJ7CAnPw5Xr15F/fqcyMTPj9QKPD09sW7dOgwfPhyxsbHo27cvIiIiUKtWLRw+fFhqZEtISHxTkJNszSEn2f8SwoLDsWHSDploRkLiP0ROfhzq1auH1NQPZ1HT0tLC5MmTMXny5GwdV4IR08cYWjFKrAqq/V83RUIi10JOsjXHdzHJ/hboGWEhETJVuoTEf4xUaB6I8+lJh78tWDxWQldPibJ+RBG4uJkpAn3Hk6717EMbhW1yEC3pXw/kpfL6JXkZO7grURG0pvE5nDxJ7SGyDVNR7twiPeonXVgd4sZtPnfTEZcBAL9f4jTm7fb70j6j9KCHBDJesKB2zVgu6rXZykv2N08RdaRlYea+G4XSM+C7dYewXUooCgB4OYbbXbDNTb6G90TVSNXj1N9BV4m+0GT3UWFzfkxaxt22Mf0iyJ2PiTj67Hov2SZM04Z6Ur2m/NTdfEY62c37DRK20qNZNePaWdJ8ftovQdhGlD4BANhRjjXDuw39AwCw7mk1YYshNgSsNz8QNoOqrAMd15RoNHmCmLKhMCRqQ4wtX//+8hTEG7SRaSfJsUz/KViQKAvRYfHCpnxpDADIy6dGfGGiariWfSpsPxW4I8rvkmm73eoIYZszpAsAoNjYe8LWx4bUTgY8/5+wmfTm+UHEGaLyVO3Oac4t9Khtl+6xXvt1X3oOLR8+E7ZoT6b3vJxCCiF+BqywY16d0qWb/WIsbEveUVIkfTVWja4aXWRRa5I0mf/bJmEb96A7AKDzU05slWhBqiqv+zsJW60zA0U5fzVaDbN4yPfrjeo+PHTn96JJJ1LkiS1qgpRkXeAvfBLkOKo5votJtoSEhIQmkB4YCQkJic+DHEc1h5xkS0hI5BrIj0NG1Pa9BAMTPex/RkF+hfdyOJTf8YMA2HsNAL1tSWN6Qe9mwhYcwcFn96aQHnXNghwMeP5vSpde+3d2X0aokhcWmsweRMMnnDkyOIHspeaxbreod4W1hgutI+/u7BMcnFkkD3t3W+3qCQDQcWTb6RGU5a+9Q11he7aZvIRaard92/OzolxvLnmCE6rHCNt4V+qftRGufOzapKe86cYCYetysbcoJ8eQh3HSXU793ngiee2tYjhLZLsHFMS2Yom/sEUo2Uvc0YA86zo6SmH7vRtlbQxuyDz/tYso6E5NLhqWSeRfTHEtwdfXnPW2D1uXBwAU3cvHaffTOQBAZWPW/166mPqsrsMTYatuxuVd9SgQMWo5r2Akq56ViB84QLKWE+k7//GwtLA9fGclyklJ5D1PjuPrN6pA05dDhVixx+0qrQgk3uLnA6U4cNZh9k0AQHgjfl6fDqMgyOAfeTpUbLsqqPTnosJWYiQfp+RtcgEPmNRX2Cwrkif7UU9uo9MA0gfXyc/ZGePLFhLlNtsoY+Q8n07CFtOVPOvvpnGQ58RFqwAAc35qLmxKM/as2y6mIGIXE9YWT3xNKxM/9uwnbLrjSR/9pwIPkRCTjEsH8EmQ46jmkJNsCQmJXAP5cZCQkJD4PMhxVHPISbaEhESugfw4SEhISHwe5DiqOeQkW0JCItcgNVULqRoO+prW+9bx2+Uq0DYyFLQMh52hYtvYcaSxO2/KYmHbHUlpsUPrcsBidFEu1ytLS/9/r2CN6VJn6Zj3ajEdIM870uw1fs4UkfuDOHV1kUmUNlrXitNHv3WlZf4CN5n78PhnoiwU+51pHMZTeNnct9AxupZHLYRtciilH389iIMqlQoKGmvuxNFgnZr2EmXTEtTeeCsObDtYiOgQF69yQJqz7XsAwLBB3sJmUIo/tVpmRNXI9xsfZ8JqoouUvcNL+wULRAAAukzgNObmgUx5sRpJ/aa1jvteK572STbncLOCp4iWsf+3VcJWaQGl7ra4zwGLJw+wZviSrqsBAOsq1hS2PNrE76mmFuy3rGILAMC92Xwtr25xCvmiB+g+JEcxXWRvH9K3LneGqRbXf6FzK9tye2Ijmaqyvd4yAMDTJKaQxLrRMYcHs9KM9Wyy2c/he3j+KAd0hvR0BQA4Gl4RtpvudB79KH7fn3QiuknzepeE7e/t/OzGNaN3oNhO1h73akc5yqdu8RS2pY8pELXhWQ5SLF/4uSg/TKBMsDVn8nleHa4FANDy42fYUIv65cF4plYVXcd67WfPUdtCxnL/6VYnisqglVuELY2WsteqEBRJCQA4YDc7kOOo5pCTbAkJiVwDmQ5YQkJC4vMgx1HN8d1OsjPLAikhIZG7IZc5M6L4jiTo6mojqCV51e5fYs/ouinkQZz7+kdhM9Qhb5n1bs5u6fA7e05vryQPdlUvlkm71JLk/qJZlQ0WXUjqLrVFhLD5/XRVlDfcpGBLk1dqImCqYnwBPTapbtO8nSxV5teCAw17DukOAChi917Y0rJS2i26xjYD8oKebsVZ/sqqMv8BwKlHFLzpV+lPYZt3oyEAQM+Gg/gSbUnqLqIEf17tV7LMXJIrBbSFDmKvdNmT5ME+UJtXDIJSyGs5V01S8fko9rwXaUZte+jPwZJm/Sg4r9AME2Hbs3MlAOBQHAffWd0gr7TW33wPFa35PAPOd6ZCBAfxXU2hQMt91znhkpkBXUNoFfaqNp94S5SPelFmzQ2bFwpbjVnDqVCd+yzWWiULGMLHKVj6jSh32O8DALjccq6wVTlIMo39a54UtovOFAyoHMmZMa1NOENlUDtaFUlJZRlC49f0ALl2UbvXN0sBAHbfcRU2ePIzZ/ia9s/rGyZsN+KK0rnVZlUFdOg/Oi/ZKx+9kgMfB27cDQAw1eb2XF9PgZivnDk4c8M7WlHQ0uF34VUdXh0Y35SkKLduaChsNtNIDtH3D84m+csCkhHeVNkFKalJ+FTk5Dg6ceJETJo0KZ3NyckJ9+9TgHNCQgKGDh2Kbdu2ITExEe7u7liyZAmsrXkF5cWLF/Dy8sLJkydhYmICT09PTJ8+Hbq6fHNOnToFPz8/3LlzB/b29hg7diy6d++e7ryLFy/G7NmzERISgvLly2PhwoWoWrUqsgPtrKtISEhIfB9IW+bU9E9CQkJCIj1yehwtXbo0goODxd+5c+fEtiFDhmD//v3YuXMnTp8+jdevX6NVq1Ziu0KhgIeHB5KSknDhwgWsX78e69atw/jx40WdwMBAeHh4oH79+rh58yZ8fX3Ru3dvHDlyRNTZvn07/Pz8MGHCBFy/fh3ly5eHu7s73rzhH3+aQE6yJSQkcg3SPDCa/klISEhIpEdOj6O6urqwsbERf/nz02pNZGQkVq9ejblz56JBgwaoVKkS1q5diwsXLuDixYsAgKNHj+Lu3bvYtGkTXF1d0bhxY/zyyy9YvHgxkpLIe79s2TI4ODhgzpw5KFWqFHx8fNCmTRvMmzdPtGHu3Lno06cPevToARcXFyxbtgx58uTBmjVrsnct2b76bwSSJiIhIfFPyICdjHja2gDaRgYwUsVZmdtzMNfoYURjiCqqtrweTLrM8y4xteGaKlsiADiPpuX7w5HlhM3JkoL0VnTZIGztGnUFACRVduR9DS6I8qhxlGVyeUvW6I5oS+0oXpozA4YFU9bBfdHlhS1+FlMRjP+0AAC8eG8rbDvbUjBYlQW+wuYyMQgAkOctB1o+nuIiysr/0VL9qsWsD650JiqC3jvuH4UR0Wna9jghbOdOVRJlr+W/AQDGbukibL5tSW/7QAwH6SlTyQfW/+5dYVvamQMs4w5S9sLiv3AQaKhrEQBAtDtrZ0cqaWKRR4vrva5F1AcbHT7f1g7zRXnk09YAgBgrpos0K0gBrckN+Vo3361CbfiVUxoqm7DvbrWKJlLnnI+w2T2l/k3VYjqE5R26XwfGLBK2HsXqiTLWWAAAaq8aJkxalnSNKw8zRcLpT9J4r7yPn49zQ5j+Y7ePrvvBOg5i3L9uFgDgh4ABwqYTQ9ewpCFnOh2wl4Ngz/f/FQAw/HUjYTs9lDKKxvTjANy2TUmj3dqB70e0PdM8ah8iysuEunv5uqKpL+IeckbV5+1p/xJlOLAxxYzpRhMdKMNlybsc8Bkyht4/szJ8P1oaE0Vr/+HySI5NBbj52cKnjKNRUVHp7AYGBjAwMMhsFzx69Ah2dnYwNDSEm5sbpk+fjsKFC+PatWtITk5Gw4Z8z52dnVG4cGEEBASgevXqCAgIQNmyZdPRR9zd3eHl5YU7d+6gQoUKCAgISHeMtDq+vr4AgKSkJFy7dg2jRo0S27W1tdGwYUMEBARodN1iv2zVlpCQkPiGkZoN70tumWRLSEhIZAefMo7a29vD3Nxc/E2fPj3TY1erVg3r1q3D4cOHsXTpUgQGBqJ27dqIjo5GSEgI9PX1YWFhkW4fa2trhISQ6k1ISEi6CXba9rRtH6sTFRWF+Ph4vHv3DgqFItM6acfQFN+tJ1tCQkLin0gFkJqaZTVRNzdAyzwJWnm0kRxDwVlTXTgN3I3x5BndtZUzI8YUJN/MkLEsURdnxf6a8u3J4znAmgPSFiVQJsIjcSzBdn+kKQAgVcH7/jyXJewUKieX2xoOoHy70hUAEPZbEWGbsXQ7AMA/kD1TL17nE+W/B/kDAFZEcjCcZx2SMhu4n7MFLpxA+zv7/S1sj1ay59joPgXVxRbiJ8Nhj0pm8CQHbL4YR5khbfUihO3pCPb+ruxInvBS8zgj5vF3FOx290IxPl8ITU6GeP0mbI3XcgbK6kaUWXHk+NbCZrKUOi0PqzCi53h3AEDvGxzYd6sXZaN0cWAZvekvm4jyq3AKuizc8SG3ewVJy5lfZ++jQ4sXAICkvDwZCU5imbm6Kk+tdhxfv+0oOmbETmdh01JQn3bq4ytsqe78I9fEjLzDxo/Ys358Fl1DmV2DhO3uKFqteKsWaGiUh88dUp2OmarDQYwNztNzPLg8rzxsOECrJ/M2cN86hXMmVPfbQ2mfUTuE7amSriePIa8YGC+kwMj7dzgQ1eQJt6doMfIsb3tdRdi0wsIBAGWrc2DivZG0EmIUys/ewuG8kjShJwX6hnXh45g/psyRkWre72TQysv7kUWQksKe8OziU8bRoKAgmJmZCfuHvNiNGzcW5XLlyqFatWooUqQIduzYASMjo0z3+ZohPdkSEhK5BmnSU5r+SUhISEikx6eMo2ZmZun+PjTJ/icsLCxQsmRJPH78GDY2NkhKSkJERES6OqGhobCxIXUkGxsbhIaGZtietu1jdczMzGBkZIT8+fNDR0cn0zppx9AUcpItISGRayDVRSQkJCQ+D//mOBoTE4MnT57A1tYWlSpVgp6eHo4f5xWoBw8e4MWLF3BzI068m5sbbt++nU4F5NixYzAzM4OLi4uoo36MtDppx9DX10elSpXS1VEqlTh+/LiooykkXURCQiLXQJmqBS2pk50OqZH6SE3Sx5TWFAy4tHNLse3JYPpEGKh1RYIrLUPrRfOSfN0unEHvzAZasi4x7JCwnX9QHABweycHEi7zJv3m/udYxzemCK9BFx9Nx/yhP9MqjPrT0neKkpfc170mDeGXtziwcWHLtaK8I4Z0iRfv52XosutJH3rpX3WErdRYol/Mvssf1mZ7OXjTuBplxExM4XPv75oxe6HZWbqGzQM9hM3Kgj+1DwfRNeieLyFsxXaRvvWK7az1PWROfwDA4wSmYuhpseaz11zKImhzhrWaX/5EbYsrGy9so6eTFvjYeT2FbYrqXyNTYYK2A/f9tsqUHXLY4TbCVmogtVH5kHWwo96SbnfNWZyx8NIkpiyUCKNrrbiAn4+AN6QTnqrm4nvUnWggpUqyYIFWd+5nraXUB6m6fP3dAone4liGaRxPr1AwaIodH/xVR6ZLpL7N6D1VBBMF4cB0zm4Z0Zb+fVfBgvfNz4GaqSl0zJn3WD/ewpTaa6inFji7kyhKeepyMHEqM6YQHE70iUS1jJijrhE9KjyFs2gW/h9RSB7W5zaMec7Uqje1if5i/wsHDruqWFZ6P7Lufb8y9Ew+9zCEMgEAV88WcnIc/fnnn9GsWTMUKVIEr1+/xoQJE6Cjo4OOHTvC3NwcvXr1gp+fHywtLWFmZoaBAwfCzc0N1atTgOuPP/4IFxcXdO3aFbNmzUJISAjGjh0Lb29v4T3v378/Fi1ahOHDh6Nnz544ceIEduzYgYMHD4p2+Pn5wdPTE5UrV0bVqlXh7++P2NhY9OjRI1vXIyfZEhISuQapqdngEuYWUraEhIRENpCT4+jLly/RsWNHvH//HgUKFECtWrVw8eJFFChAPxbmzZsHbW1ttG7dOl0ymjTo6OjgwIED8PLygpubG4yNjeHp6YnJkyeLOg4ODjh48CCGDBmC+fPno1ChQli1ahXc3d1Fnfbt2+Pt27cYP348QkJC4OrqisOHD2cIhswKcpItISGRayAl/CQkJCQ+Dzk5jm7btu2j2w0NDbF48WIsXrz4g3WKFCmCP/7446PHqVevHm7cuPHROj4+PvDx8flonayQqybZMtW6hETuhpxkZ4R1gBZ09bSw4HQHAMCv29gr1GcZURJqtOGPUTkTWp6fr8PptdXTVG/wo9TXXT1YV9gZsQAA5TwOJEpIpSXuTq6XhW37kVqi/GQDpWc31GKd6NMviWKhpcXusei7lC68xC7WJ148o4YoK4sSjUQ5hNUUbj4jWkHB3awy8XSJHbX7r+7CVnIjHzPyF6Iq5O8YLGx12g8GABib8rOS5w3VMxvHNIa/nhcU5RolSMM5bCbzBpLzETXgUlxxYdOLo2vceoJpDDp2rP+tKE7ayYYeTIcw2EX79FdL/T5mvoomokbP6N6fJiCJSr7+zuZ8j3u3JCqC4zJOu37uB1K4MJvH53sXTu3Zc4y1qIsO4uuOWkdUHd98nLHvdnu6xsmHlgnbuJ/7AAAe5GEvoWlzVpKIcqI+HdOA9aR/a1sPAKCjZA3qHttIIaS9+TVh8ynDNKEQT9IF9/LeI2yz9zcHADzpmFfYCp6ia5ywhBOPnIwpJcr7VpLaTpw199+i+ZTI5Fkyp6+fE0ha6BU8HwibOuVn3yFVv1kxxeT3LvReJebn6z+6hmhEP9boL2yJg5gmVHAa0U7eejFf+MIv1C+br80Rtr7N6b5O3rYNcTEK9JmAT4IcRzVHrppkS0hI5G5ITraEhITE50GOo5ojV02ypQdbQiJ3Q3KyM+J903ho50nFldrkWax4ijPfoRwF0P09mwMA3w8yxj9x5KyrKB8vSMFeyi5cz+4see9GFdktbAsqkp60Vn72/KV6qR00mAIrl7iUEab81cm7pzeZPeKHO5O3sfHTn4XNMg/raD//iY5zux5nNGzegQIV31ZgD7zDVPImagWyp/rhMtatVoRYAABMy7Lm8ZmJdMzuz9hb+n5CUQDAX4GFhM3aOoK3e5Fn3XQFqx883E5po/tacFDhu0F0nsNb2TsZn8qBb9aqWMLCVcOF7Wp98mjOucqp/PJH04Mc9iMHQy44SdzT3z0WCJupNvfF4w50HJ32HEwa25+OE/WQPfBd65CH+rgF64nrerwV5ZSddL+mhv4gbK+akLe6piF7xPctIC+w2xq+h0Zv2UO92HcpAGDMQA72ezWa9i+ygl30Z6pYAAAq3mGddBThVQTTZnRvr0Xz87G6DR27+zkODH1fhp6ZIXPZcxyvFrB4cBhliew6XO2Z06bnp+0OT2E7v4QyQ7bp7yts4xawd3yXfQUAgI4uX+ujIRQE6uTDAb+JqXStIxZxxtQ3KRy1OvUnitQc03qnsC2dREGrDc4OFLYiltRXaz2bqXSyr+NTIMdRzZGrJtkSEhK5G/Rx0HSZM4cbIyEhIfENQo6jmkNOsiUkJHINJJdQQkJC4vMgx1HNISfZEhISuQap0Dxdem5xwOjfNIaOgSHaLCGayIgVR8Q2Qy1K7bzNp7SwvYslOsj1FQuFrew+Tm09tBwF3c151FzYXjagZeqFPzKtAtZkC6vM6/AmQfxBzvuAlsjtz3Fw2ZVNRD8o2JNt9boMAwCkFOM7FubGFIJC+2gpvlU11v9+U4VoFxaPOODs0QjS0HUawamfnUa9F+WUoNcAgPj/VRI2Ay36hE4qtF/Ybi8lisWI86wxnbyLrzHBRkWT8Gab1mQKYmvmO0TYogsRfSO+MFMJOjfktOoGjajtG+5XFbbC62kfo8fvhO3eEKJnOM3kdN+p2tSGUatY8/dRV77uQifp2Pd8ORCxaiUK3rv7O6dDN6hL9aoVeCZsdW/fF+WnSSEAgMUH+L7bPaZ9nHd6c3ssqD313f8StrJtOIAyOZX62ejkHWEzK1geABDYiwNa81SmezPTh+lNYQ35WelkdwwAcKpLZWEb0JgoGxaR/PwoVLLVVq1eCFvtAhwE2vAEBbyWHxAobF370r0zH8h9X+WQLwCg2aSbwrY8uJ4oz67+GwBgaV9+VkKrEFVF4cyUlnMJlKr+l8esvf5Hmc2ivOAZ/bstmJ+FSn4UyGqgzbScrqsCAABDew1ASgoHYGYXchzVHDmS8fHVq1fo0qUL8uXLByMjI5QtWxZXr14V21NTUzF+/HjY2trCyMgIDRs2xKNHjz5yRAkJCYnPh8z4KCEhIfF5kOOo5vjinuzw8HDUrFkT9evXx6FDh1CgQAE8evQIefOyPM6sWbOwYMECrF+/Hg4ODhg3bhzc3d1x9+5dGBoafuToEhISEp8B6YLJgIRyFPiod4jk2ObsYg90kYNk093NwWyOeUhSz0CLPYSlFnNGu5+aPgQALH3NH9ci7Um27m4fDiQsup+OPemX1cLms7O3KG/2I0/5MNefhG3WVVWWyCpdha1yMfKwetqcF7YhO9hDG1WY2qE7y46vuRbdXJO9HHyYqqBvVKi7PTJDuAsF0JUozx7Ww/HkEdcBy62N2dMJANDd/bSwPXJir/V7d/IgxjZgSTg7XwrkTCrI3z/zGxEAgGQbc2Eb2I7lDlsNJM+p/bskYXv2P7onKa05y1+bKrTP7Q0cQLp2FwX7devMQXH6EexzO7KS+r7ajMHC9vAuBTcmFOYXIySJvN/7b7gK25OSfO4FDrsAADpNeZ8/JlNAqH7l8sJmc5jObTyFve0H+9XjfRS0v1YZ9urrx5DN6ZcoYYspRddfdspNYXvUk2URT6+jZ6DSqb+FLWUwebWfNuesi6MbU4BupIIDTY835myleReTtGOCX35hG7GdghK9jnHgo/MyypJ5pB17zgtc52sYUcMRANB1/hlhq2ZMmUfnzeH79SKZAjnz6LFXuu7MoaKsq6S+mFaUA4uHdaOgzaecjBT3plFfvOykD2WCEuBHNHuQ46jG+OKT7JkzZ8Le3h5r13JaWwcHB1FOTU2Fv78/xo4di+bNaTDfsGEDrK2tsWfPHnTo0OFLN0lCQkKCkB3PSi73wEhISEhkCjmOaowvThfZt28fKleujLZt28LKygoVKlTAypUrxfbAwECEhISgYcOGwmZubo5q1aohICDgSzdHQkJCQiBNekrTv+xAoVBg3LhxcHBwgJGREYoXL45ffvkFqbk9vF5CQuK7Qk6Oo98bvrgn++nTp1i6dCn8/PwwevRoXLlyBYMGDYK+vj48PT0REkKBEP/M/25tbS22/ROJiYlITORlpKioqEzrSUhISHwMORkVP3PmTCxduhTr169H6dKlcfXqVfTo0QPm5uYYNGhQ1gfIYXxoHHUc/wa62gYof4BoEINMOTvdvHG0RJ4wnYP9Xj8mHd/jR3kp/WEPpgPW/420g/sP4ADK5/G0rH4rLwdb6QVRUOH4CZwZUr81j+3NTlE645IxrB3t3+R/AIAhu48L2+GGRLuYX4xXQQvr8XW+K0cUjKrTrwhbWtbBuyOY2lCyG8UNmZ5hjeWQWA4GdBxDlJD4E0w7GdShIwCgGPuRUMCGZhXrrVjfWluPKQKVDz8HANQzOylsqw6R00k3hp+5s30obXRrLw6G7FaaAwjzFKcsmpaLXgvbGBta/5/ZWm1FuIqqDc/4+/rr2zoAAJ1JTJexnWIjyqNbkIZ5dDXW1i7R9SYAIF8tV2G7V432sTnBGtvPbjM9o255XwCAfSEOINXeTf3zh9MsYTvWnoJp/Te3EDZFY56dFZ9NFKWnKwoLm8U++lf5nOk7Rpakzb7/agVhc7p3U5QT61NA5I2WTH960ZOeD6UxB8Hu6PEjXUtT1novUpj7on5BCtC8ZsPvhX9pV6r3A7c73o60zm0v8LHVEj7C4h5NwZq34mybHdfS/U6ZwcfZ+ZquMXkO3yOrSM7++b40PZsjnrYWNt1wam+Jbvw+P9hAbXRYk4iUlEQ8xadBqotoji8+yVYqlahcuTKmTZsGAKhQoQL+/vtvLFu2DJ6enlnsnTmmT5+OSZMmfclmSkhI5Eakamm+fJnNj8OFCxfQvHlzeHiQAkDRokWxdetWXL58OYs9/x3IcVRCQuKLIAfH0e8NX3ySbWtrCxcXl3S2UqVKYdcuCoCwsaFfYqGhobC15WxSoaGhcHV1zfSYo0aNgp+fn/h/VFQU7O0zD06R+DZhaWMBj36NcHD5MYSFRPzXzZH4TvEpmcr+uXJmYGAAAwODDPVr1KiBFStW4OHDhyhZsiRu3bqFc+fOYe7cuZ/b7C+CD42jo48chImpNjpeoqDDG9N4/K57izxs6/dzkKP7NMqcO/4XzpBXYss1UY5r4goA8GzLcmzVAnwBAB6V2Cv9dznyKhpEsZf3bZy+KOu9ovLA+xykFq2goLA979hT+dCXYn60+DCwusr/Uaq+cscXs2dZ0Yg+/AWPsVvx3T4KQnt2ij3ZNpd4+4LfKSvhoBYcSab9ijzdQZzQEEahdOwCJ/hazJ6zzFxIHvL0njrHQWwps+g8hU7ww1k/jqQJ5/izm3zZ63qifPckBUQmTOUVhfNmr2Aan4i6NjextmZdAMDjY9UBAHnXsbTcqwQ636O/+DtqM5y92vFKavu4ygeFbf2PtIqQqs2TJt/C5I1v/CtnnWzhWFeU7fTpuVE6sge608ZDAICGuzlbovN8ysSo3U6YYFSNvd9Dr1FmyTnu/xO2eyPIA238mgME9a9Q0K3TKpa/07Hi4MSQqnRdyt68QmF8QlXQ5ulQ7RUklZjypqSwxd3k+cruO64AgNa/sGraFSUFNxr+zCsLcCeP+cOVZYWpvjN7loN/ohWAUZu4z344S+/SoXP8jDua0XEOtWRPtpYBs311VKe0nMgrM8hD3vOHS6oIU15zClB2mPESSTFJONsAnwSZ8VFzfPFJds2aNfHgwYN0tocPH6JIEXroHRwcYGNjg+PHj4tJdVRUFC5dugQvL69/Hg7Ahz9qEt8PLG3zotuEdgjYd1VOsiVyDp8QFf/PH/QTJkzAxIkTM1QfOXIkoqKi4OzsDB0dHSgUCkydOhWdO3f+rCZ/Kchx9PtH78PnYBsehRAzczHJlpD44pDqIhrji0+yhwwZgho1amDatGlo164dLl++jBUrVmDFihUAAC0tLfj6+mLKlClwdHQUEn52dnZo0aLFl26OhISEhMCncAmDgoJgZsaerw9NVHfs2IHNmzdjy5YtKF26NG7evAlfX1/Y2dl9MlVOQkJC4muD5GRrji8+ya5SpQp2796NUaNGYfLkyXBwcIC/v386b87w4cMRGxuLvn37IiIiArVq1cLhw4elRraEhETOI5ueFTMzs3ST7A9h2LBhGDlypJAhLVu2LJ4/f47p06d/1ZPsYRP7Q1fPEOZdKevg8//x8nrMhHoAAC1eucbRg7T8PHrUDmFTjuKl67pGtP4+LriRsFmdoU9NcnmuZ/gn0Ul879wUtilqGe3e6dNy98K2HMz1wJsCvPIFMH1FWyW9Xbo2Z+SLq8ZUDd05FKi4esk8YevpTbQZ05+DhM3JkDSNn58wEbYXjfgH1cCitQAAkZ1MhS3Fgtp4sjEf2/Mh6WTvd/5N2EIVrGU94XUTAMD5AM6iWegYPZSGZzmjYWwn0qX23sXa4VblQ0U5/19E+TB4x1QUawMKhtSJTkaxGdS/Bn/Q9fx9haV0J7SgDJVX8jGt4s1NFiMIKEX9d+gtUzFKxNK1xoyJFrbh11rRtRblELr4+qz//byVSo/8Ht8PQ1UGQsu/ePJ1f7Il2fIypcV0Ab9zvVtRcGzehhxgqaVPwa1PO/Ez5XSWbIHD2NbThRPd3T9GtJXCq/m+/vQrZShddZAVz3auIR6FTTPO+Gh4/jmfW0H95lwlWNgCjOmc1fI9EzbvpxSP0aMOU01eFuD7ENyTnqWWnixYrUil4+xryc/UsHLuAACDVXyvDfQ5mDL+tep61PTi+m7aCwBYXY2DM0PbUrbOSr7nEK+Vgk34DORyD7WmyJG06k2bNkXTpk0/uF1LSwuTJ0/G5MmTc+L0EhISEpkiJz0wcXFx0NZOr4qqo6MDpVL5gT0kJCQkvj1IT7bmyJFJtoSEhMRXiRzkEjZr1gxTp05F4cKFUbp0ady4cQNz585Fz549s95ZQkJC4luB5GRrDDnJlpCQyEXQUv1pWldzLFy4EOPGjcOAAQPw5s0b2NnZoV+/fhg/fny2W/lvwnXgX9A30cOZrbSsXKI5L/3HXKRU4sU2c9r0Vz9RivBZa1kKItaBl66dVpF+b2J+TjWe90/SqHYbw8vvN9sRDcTrLFMS9tZfLMojKxN15MFYR2EzfEErBZGO/OVWGNNKwe2XBYWtuOddUc5ThKgKnve6CZvpSaJl9J7Haidzfyaax9u6/Fm0vsrqIsMfE/2i/87qwmaUj7SI6+5ipYySo24CAHbfYoqADng14103ouPU3MBtLFCX0nS/HcZUlQcP6Plz2Mt6yI8sWPnk7Lw5AIBGa4YL2/sJ+iiAeBgUUKL2caJerDpF/asmCoKgJDqOji63q9hvTAN59j/SPS9YlekpOomkGW0yg2kceW+Q2supJXyPzPuxGk+bQqT28ZuC04ovHdgWAGAwhI9d05zaGjqkqLDF2TI1pMQmFTWkFVNKnfpR/6WWKSFssU2J16RQsE768pMsoWEYrkrfPuqVsG14WBUAMKPVZmFrYESa4j/e6i5s4X7c95YqVs/asc2F7XUzegf+nFpb2C4fIAWYJ+NYW734tghRHtCbKB3zd/BxCv1J91u5kG/Ym7ZELVI+ESbEFWHd7jOdZgMA2l7lVOur2hGboPZpVv5ZGUB9tadrPaQoEgGcx6ch58bR7w1yki0hIZF7kIMeGFNTU/j7+8Pf3z+bjZKQkJD4hiA92RpDTrIlvgosvTYr60oSEp8L+XHIgECfItDVMQBUcV8pSuaV66qC3Z5MZi3monPI4/mwJ3uqoZbR8HUd8nTGVmBPm+M7CrjaOKC8sLlMI/3rlTbHhK31ds5uuPjiKgDAvHJ8nNhG5JVtP/2QsBXUI43mWCUHs02azF52E5XzXHGIPWqxW8i7baEdwNcwgLSITbaxFrGSnamY4k20H0Un9pJerU4a1q4RA4UtvI0rAGDsyXLCpmfO+5jWp75MjGXv/4vJFORofI+9u5aNqI2BLThosGAR3t6lP/VVUifunwIFLYFXr5AYrocznuQ9dtQjz6jCmINFlz8lz+lg7/3C9rv5j6JcpCYFhD4LYPnKxAmkW92xKHs/D3mTTODR2guFrW/PwaJ8zEWlTV6Rr18/kgIfK1sFCtuwAqSDXa/hMGGr1vS2KJ+6S/1jaskrKuG/FwIAGM/h+66lEmXWfczPppaS73uyKW1PVvCNjX9JwYcTLncRthWzLwEATI5wuy32cj83XnYGAHAklDXlnZqF4Z9I2kerFopgNZ30WpwddXcwed6HtN8jbLMcKchRawBHGxtOoPse/s5c2PT1eJWlySxazRgxdauwjd1HAdjv5rEn39yU+iJschIUcUlAmwxN1gxyHNUYcpItkeOwtLGApW3erCsCcKzokGWdsOBwqaUt8WmQmcokvlH0PH0afWaeYEMM/RhSXFCrFE5UjQLJ0dh8Oy0Jkuo5VovJVV7SwkZXqaMt8YmQ46jGkJNsiRyHR79G6DahXdYVAfitzDwhkTo2TNqBjZN2fm6zJHIhZKYyiW8VJokJsHoXk3FDQkYTQBPtDyIRME5KQMqHa0hIfBByHNUccpItkeM4uPwYAvZd/Wgdx4oO8Fvphbl9luLR9cCP1g0LDv/odgmJD0Iuc2ZArVU3YGiih5V/kQ50yhi11MyqaLliU3nZPHY2la03GgtbaH2mizTtSkv/594UF7ZHnUiD2V4tjfnbBAry8+s+QNhKhPG7PSihD53bgdNr2w0nLexF25oJ25COewAAW32bCJteXw6+K7CXqAFJ5ky7KN2FxpixI/oI2/v2RKtYP36BsA2+30GUjbrTpFWvNl9XlY2kt+1wklOkpw5TpQj/mwMfk/WZqlHgCrUt5j1vNz1D1JnohqydrRtPD2CKCfVtlJk+3uqxRrduXurLpFg+tnUs0yneahEtxciK6sXEp89DEZ7fEKtu1mHDT9w/g22IqnFgH69ABhYnCkYZQ9YW/30Una/ZKg6+1B3I93C7K9FImhz2FbZXw+lXgWIo0yHMN5GetMKAX7qbGzkVebF79MwpR3EQqH4jlW51dablPPOgvnAcfkXYQndxYKTxRqJbaI3hFPJas4h2Uugo9x106Jk56vK7MDXMyw6gXS9d6Xi/qKVnP0LXFV2Hn9e1JbcAALx68HNUZt9LUd63pwYAoFJ3Po/xZernyBLcF20K0TtlrhbsOPOquygnO9AzsjKIgy6trtH+70uzJ7nIYeq/gp1CkGSQhJv4RMhxVGPISbZEjiMsJEJjesej64F4fOPjk2wJiU+GXOaU+EaxqmEdnA3kxCLFVpDUxKVVPFk9tHkybKIj8VYrD7padAQAeJwitZgFu9VyV4iJD0/aJCQ0xr84js6YMQOjRo3C4MGDRVB5QkIChg4dim3btiExMRHu7u5YsmQJrK05odKLFy/g5eWFkydPwsTEBJ6enpg+fTp0dXnae+rUKfj5+eHOnTuwt7fH2LFj0b1793TnX7x4MWbPno2QkBCUL18eCxcuRNWqVTVuv5xkS0hI5BpopdKfpnVzA856VYaujgEUvckL+KgPe5snuZHE2II5bXkHVSLDP6b/KkxdH7YX5Z3HagIATFkJEA4P2BOeBp9CxC+eNkrNA92cM+hVbkQyarfLs8c3aUxRAMCxDRwovTuavL+GoezlNMvD53syiLy/xRayt/mPu7RP4Vj2wC+vtBEA8PMQb2ELq8IBcqGzyQuqy45IGL+iCcSzTvyw6F4luTab63zsEDf+1D4dQccs1vWGsKVUowC6yB5M8YiJJs+z8R0O4lu8Z7ko/7SVggQLPePr0k4rpqZCEUGe2RXLyetvnMhtLLCCPMfve/FkoWpfbo+lLtFSHvZWk8zrRnKHa06xt9SsC53D4jeerKsHFXreoUyndkU5k+M8p+0AgK4/DBK2KnMoWFJRme+hznO+br0oup/BB1imsdUtyuS4/gzXsztN1xi5nzNZRobyikuCC7XNzpdXBGxjVF7tOfzMDLCnlYXqk3yEzTyes3a+VAUgFjbha9VWDRgJTasIW4vpJPdYYutDYRuZn0n0R9+SJ3tEz/7CVvAlPfe+hzgo1b85ZdZcfWi1sG2yqibKUVfoHQkpytfl0J88/W6mHCy7txgFHj99WhzKuA/wjDTAvzWOXrlyBcuXL0e5cuXS2YcMGYKDBw9i586dMDc3h4+PD1q1aoXz5ykoV6FQwMPDAzY2Nrhw4QKCg4PRrVs36OnpYdq0aQCAwMBAeHh4oH///ti8eTOOHz+O3r17w9bWFu7utEqwfft2+Pn5YdmyZahWrRr8/f3h7u6OBw8ewMrKSqNr0M66ioSEhMR3gtRs/klISEhIpMe/MI7GxMSgc+fOWLlyJfLmZdpSZGQkVq9ejblz56JBgwaoVKkS1q5diwsXLuDixYsAgKNHj+Lu3bvYtGkTXF1d0bhxY/zyyy9YvHgxkpLox9KyZcvg4OCAOXPmoFSpUvDx8UGbNm0wbx6ns587dy769OmDHj16wMXFBcuWLUOePHmwZs0aja9DTrIlJCRyD9KWOTX9k5CQkJBIj08YR6OiotL9JSZmXN1Sh7e3Nzw8PNCwYcN09mvXriE5OTmd3dnZGYULF0ZAAElyBgQEoGzZsunoI+7u7oiKisKdO3dEnX8e293dXRwjKSkJ165dS1dHW1sbDRs2FHU0gaSLSEhI5B7IgJ0MSDHVB3QNYFOUArbyduOgwZKXVPq8dXhpOVWlO9z9MVNInl1gPeX8d6njzLarBZ9509K2xWOmNoxc0AsAYHsmQtgidjMdIHYWZdiLqcO+oKR6qox9WmxbcpeC9wqZ8+cs/LKFKJf4hagRDxZWFLbCKsrLm0q8jz6IJrPUf76w+XpyUObT5qTHXGwn90+zzaSXvK90fmHrfI8CAx82ZprLjkO1RLngWgowjGviKmzx+Yh2sKb8CmF7q6Clfye1QDqf6ixsXHQT8VZs63LAXoGWMUAwkGKhh4ezibbQrCLdhwPnmc+dsKMUAGBlRc6wOfUnvp/HuxHPu9hJpkhsenoSAFDlT6Z56C+m+6m4wpQMdXqA0paeG8f5fN+3L6dnYVSbXcK20ZsoLYY73gpbbFnOkth2458AgJl7WwqbkyFRi/I5cKCl1gnyeJqPZZqLkZp6rFKf2nFLv6Sw2Z0lW7QZUz/mxnQGAMRV5R/a+dsz7cLoaGEAQGgffhZG2FBw4gI/1u3WVdDzdf8dUwvajeRnKmkI3TvdlY+ELaUy3ZtfPTvzcVKJRlNzL2d0hLlasG0p0ol5WH2DsNW7TfczUJszVU6qvI/+vd7083gcnzCO2tvbpzNPmDABEydOzHSXbdu24fr167hy5UqGbSEhIdDX14eFhUU6u7W1NUJCQkQd9Ql22va0bR+rExUVhfj4eISHh0OhUGRa5/79+x++3n9ATrIlJCRyD+QkW0JCQuLz8AnjaFBQEMzMWI3FwMAg0+pBQUEYPHgwjh07BkNDw0zrfEuQk2wJCYncAznJzgDd4W+ga2wAi6bkEUyoxVnsJgRSZsANNTngylKbvJNNf/cTtgY//sUHVCUOfBTBnuN8d2hpWGHAHuh8/yNP7FjfPcI27Qf2VD7wobraNuxFb1SHlnobTWSPXrGT5NGsueeesOXR4aXoQxPJlXm7GUvzNd9JwY2F1Dy1Ew92AwCkmPPH/+UPXNZTSVTHFDMRtj1etJT8fCsHi06+5goAuFhnkbCduFlTlNMCNHvsOChsa9s0BgC0+ZODLrUS6Pr1w9jDWmTTC1FOnkOZKV+AM1S+TzFEfsRCO0kLBc7T5/3279QepzN8jxTlHQEAQ8ZywKpFfs7qaXeOPKNlZ90Stip/+FJ73vK0YVCrowCA3csaCZv9dPbKXtlNMnwDt3EmwtkDuwIA8s7kIMcf5pEXeM3fbsKm+4ilCde/IHuKDd+vbSEUtGk5me9R4BB6Vva6reTr0uYA1F6NugMACkdzgGBQI5rIFd3LXulHQ2i1wWkiB2wqD3C2RS1VEsWEGD637xbKCFr4CAeBtlp5nNqgw9c6sRnnjDA6T30e3YIVYoJVOYJSdXkA0n9PwZ2963IyosPB/J5GHaBVk/8tZe83nC3o2MHc7vGtSH5Sv1AsoMv9km18wjhqZmaWbpL9IVy7dg1v3rxBxYo8figUCpw5cwaLFi3CkSNHkJSUhIiIiHTe7NDQUNjY0LtgY2ODy5cvpztuaGio2Jb2b5pNvY6ZmRmMjIygo6MDHR2dTOukHUMTSE62hIRE7oHkZEtISEh8HnJwHP3hhx9w+/Zt3Lx5U/xVrlwZnTt3FmU9PT0cP35c7PPgwQO8ePECbm70Y8zNzQ23b9/Gmzesh37s2DGYmZnBxcVF1FE/RlqdtGPo6+ujUqVK6eoolUocP35c1NEE0pMt8VUgLDgcGybtkIlmJHIUUsJP4nvGnnauyBObhNA7tllXlpD4ROTkOGpqaooyZcqksxkbGyNfvnzC3qtXL/j5+cHS0hJmZmYYOHAg3NzcUL06SSb++OOPcHFxQdeuXTFr1iyEhIRg7Nix8Pb2FjSV/v37Y9GiRRg+fDh69uyJEydOYMeOHTh4kFeY/Pz84OnpicqVK6Nq1arw9/dHbGwsevToofH1yEm2xFeBsJAImSpdIuch6SIZ8H6nPXT0DRH7M2kLl/3xgdj2ZloxAECfiqwXrDCkjilwjzsosipzJwNXU1BZUkn2YJVtfxcAEPDUQdgamlGQW6xSjZ7RggMfb7afCwCotoRpKQ/n0LEj1WS7ewy9BgDY26uBsOn89ViUtSrTNQx9zW1ssZAC6f5ozx6pwmtIVzgoliPlNhTdK8rPkim4cclFXu5/3p+W3F0LvRK2q0+pHzdEcsbCluOOifKyY0StGHWwo7AVMyd6i34If5JrNCKt5vMnecLRy/6sKI+u3wkA4LgpQthmupGecuEn8TB/QrQFpT7RTZTlOPOhzg26x+XzMxXl8SQO3nx7nO5D2TwsCn4wnAIpi6/n5fPePUgMfVUp7tuE2UxjODaP9Mx7Nu0tbM+96LlYd7SesDluoGsYu+MPYdvmWZTbNoOoA1almL5x7xzdV3s1TfRCa2lxvu3Nn4VtfX9/UX4wjmgioysdErY1E1oAAEz8+boKzaJjp75mW6i7qyj37U4TsYX7WeM9r+p9mLWJtcy3RlCQ5/z7/GwW/y1GlE3mEtUpvgtrfSdYUgZKdQfwzlGzAQA/nhkobI4974iy1k+UpbXwqufCFhRL9Jf7z/kH118N/QEAzT29kZKixBN8Iv7jcXTevHnQ1tZG69at0yWjSYOOjg4OHDgALy8vuLm5wdjYGJ6enpg8ebKo4+DggIMHD2LIkCGYP38+ChUqhFWrVgmNbABo37493r59i/HjxyMkJASurq44fPhwhmDIj0FOsiUkJCQkJCQkJL5KnDp1Kt3/DQ0NsXjxYixevDjzHQAUKVIEf/zxxwe3A0C9evVw48aNj9bx8fGBj4/PR+t8DHKSLSEhkWughWwsc+ZoSyQkJCS+TchxVHPISbaEhETuQXYCcXJJ4OP2EfNhaqoN9+t9AABP17KGsPVfpGZR5AWrMTzuQnSKIzM5M1rVtUzpyBeX8ev7s+0RAMBcLVaheFadlCKqPGedZ7vjYaLc7B4tjbebeUrY9oaR9EKKNatM/PaKqATG0znI6c4Dpiw4Ob6mazDkY28LIs3oM0e2CFvDnn0BAEE/8mex21nWhLZ4QNdl8XOQsJlvJL1kn3FqAVQqeWffWV7CpD4h0akfCwCwX8HqGa/qEF3gWo+5wlZ7BvXpzZH+wtaifV9RtrUmqsqDnqweUfw3UtfQjeH+SaOLmM7hlPWxTejcp08wFaXYDlbX6LCeVCw2DP+fsDkNfQYASNluKWzOB0nz2a0zK7sY6bB+c7eudA+VBVhjYVEj0nIes6CnsL2tRs/Uvjflud2VWSdbYUnHfPOGr9U+gBRdnGczbeKPAFdqQ0F+pk7HOouy9X6iJk3XaixsTYYT3ejuMKb3vO5D/bdtwSlhG1MyRZTnF6P9hzdnOtGWMx4AAO8Rg4Ut1oau+8rwOcLWwMRTlF/to3dNOVftHVhA9zByONNKut0j5Ztiy/lBGv2A1TMMtSid+Mg+nJ79WVeqW2oia4+3tied9WfdlVDGKQG+vOxBjqMaQ06yJSQkcg8kJ1tCQkLi8yDHUY0hJ9kSEhK5B/LjkAEemwdDx9AQBU+T9y6qCG+rc+ghAGDlX5yxUCeQ/u3o3p1trdhb5T+D9Kj7zWaP3pharH+dhogupQEAtS6zpzG+D2tQW9wlL+D6M7WFrehjamNMEX1hG1H7MABg1oCuwlZ2DHubQ2LIC79z2Q/CNsVvDQBgSQQHYqah+DDOMvd4bhVRNn1BAXbjiu7n49zoAgDocV5NbeAteUv1bbhPdMqpeVYrU2BcjVhfYTNQxRdqq6nqVuxCutaVl3M9E0d+KCOc6N9UA9bojnKgAERXH85Id/0NZdobZccay7+doOt6EMBayc9asJc4dDkF6lkP4UC6u3fIa+/87CFfqxYFU4b5sNdZ358zVD5rTO1x2Mc60UN2Ul/V7cwa3EE1qW/jN/N9ffQrB8Q+/HEpAGBtFGcN3LKDPMdRKVzP2D6amnXWQtiOdePAP4sitJqhF8fbD9anVY3rG3ll5sfRtIpQoBavCGgXLSTKZo/o3u5uW0fYnNZQoKq6J//gn9TPFU9ylseCVhGiHF6GvNapYaxR/rQ5rTwU2MrXFWdGz4XhRA5E7beBj6mverzyj+TtpgdVAZTxrDP/OoqCW5VxulDGf8b0T46jGkNOsiUkJHINpISfhISExOdBjqOaQ06yJSQkcg+kB0ZCQkLi8yDHUY0hJ9kSEhK5B/LjkAHFVj+HrrY+3v9QFABwaNKvYlv77hT4p2zOn4p8Khnt583zCZsWMxYwI4i0gyOdmIpga040kCcdeZ9BrQ8AANY8Ya3qojOY5hFfipb546152bzh3FMAgMB41nQetIMC6Kz8WNP49lPW277diGS+2nuzvvVY9xYAgMo2fL5wJ6Iq2IZw4KduLFM+HnehPjgY6SpsCda0zF/y11hhe96MghjtzvEy/ZqerJ38SyilYv+19g5hW/iM6Bm1pjDFxqodBZ3aXmAd6Oc9uU+v1SVd4MZDhwjbMlUw6oq3dfm6oqiNQ+ZwUFxkdWpbjcqsia6uYZ6ioqVEhxQQtqH1SQ5tznwOXp3vthkA8FuZysL2ZgBTOqyLU3vDnZkOYVMxBACQqGSN7kezaP8CzqyDbZzAfVrqdC8AQMmBnFbe6RDRM1paXhe2G7sokLNzD9YlPx5QQ5Sf+hDtothi7tNKVYlicTWRqUrhpejfrgM4oFexkNtmuoge+EQbY2E7+jfRnyyuMeVl3zB6l5oc9hU2R3MORHz1xgIAoGvK7UlW6caHeTBV5WHd9QAAh30c+Gr9mJ+FP2f4AwDKHmWpOZ2CtD1yPV+XgxHRZaJWGSMlGWBySTYhx1GNISfZEhISuQZymVNCQkLi8yDHUc3xXU2ydQux9yLl5auP1Px3jiMhIfGVQUpPZUB8KVvo6hoisgR5+XTUlG1HLCe5tfm1OWhw0+XfAQBhSvakNV09XJQfHXAEABS7zJ7cRJUsWf4U9jYv2tEMAFD0N5bWS01hmbQXPej4ikT26BlqU1BZwO8s9ea4hbyb08/+JmxtrrN3t8ZVCrTLX5K9jobb6NP3OIy9fLWmkJSbt99JYfNrwZkKCy2nIEA9bbVAQx+SvbO1ZO/kgxtmAICNGxbwsX/nDITO80lKb1yXisJWZC/1gcXCp3xue5I9LLCagwbbrODj1LkyFABw/NfZwlZ71TAAQII995mzD3l8tQpxAGBCfbruV5MdhU3Hk/cZWO4UAOBZAq887O9G3vFS7zmwcVgvkqMzDRQmWL9TWx1oTMGU8SXZU1t0Dh1z4RqWT9xqTrkHl6xqLmyxapJ5zSpTwpBptzjjZUIq3YdQBQeLWjwl28m3vBqRqsvb7TfSfY8YEyFseRRk+7U0B7maUTwrjF6xNz2aLxEvWtKzeaHRfGEb+/onAMDLXrxPk8okYei8lPcO9jcT5X21aTXi59INhe3BEopoLd6bs5Y6jyA5yM7/Oyds28wqiXK9CfS8F37Dz2ZcP3qmHMz4/bpxgKQt7SLjoJXCAZrZhhxHNcZ3NcmWkJCQ+CjkMqeEhITE50GOoxpDTrIlJCRyDeQyp4SEhMTnQY6jmkMrNTX1m+uCqKgomJubox6aQ1dLL9M6aZQPSffIPtTpMur4lvoyM8qPpAF9H0hJTcYp7EVkZCTMzMyy3gE8ZhQbPw3ahoYa7aNMSMDTyaOzdZ5vCWl98vCeNUxNteH2G9EP9KJ5eVerFGWdO1ZtqbD1rUhL+opirI38uCNTMYrup2VobQXTSV7XoGDAuGK8RN2swk0AwPFdvEwfV4IpC7bHVEv7JXi5P00PeLWfv7AdiHIFAGw5wMF+Zk/4Oh17kWZ0RJKRsD25QGLghqUjhK2QivoRV5ppFUGeTFlQJFB7Tjfkc7eaRPSMODVNbIetlGFy/enNwrYhkrMJLt/rDiD9KrrxS/qPbdtnwpY6kJ65mQfWCZtvXw5se9aJPt2mNzgwtEsfopicalxK2GLL0vW86MBUAseClB3Tzpj1u4O9CotyYCs6d/FtTDXYcJi0xVsPYCqO9Qjq6NAZxYXtVSe+hxYnqM8j6jN16EodCkStP4upLwkF6Fp0y3DWyaQH/M4ZhVD/aPEjBYMI2qf5MNb/ToOpDp9v34AGoqx95iYAoOFtPs/dGHqOg2vFC9vTTUSrMLjKdKJWXU+L8oMYawDAy7lMt4ksRoGcxq+5kUntwwEA0Xc5S2aPJtzem1GkZX07mN+lfi5EiXkcZy1sT3pQUOqDn/k90w3hAMtkM7q3elEcTGoQRn2WZMZTvGR7ou1ca7AI0dFKOJQKkeNoDkM76yoSEhIS3wlS2QuT1d+nLHO+evUKXbp0Qb58+WBkZISyZcvi6tWrX/wyJCQkJP4z5PA4+j3hm6aL6Ba0ha42/4pX907mpKfye/eSq1/Xh7za/xU07fvMtn+v90siG8hBLmF4eDhq1qyJ+vXr49ChQyhQoAAePXqEvHnzZreV/yp+utwTOnkMcbo1yY01XMtBjH9UJQ92o0tewqblRRkUExzZW2h1hI8XU0jlYVPrv1TVlya/LXtOT72kbIHplpPVytGFyQdkEMG2SEfyErY5ztnuXCaQ57i4BXtdPXZeEOXffX6k44TGCFtBW/K2vkq1ELbYNeTJfBfDHs01ruyNnuHRFgDQ+BH3T5GLFAQY1JgDBLef2QYACFPyxRxvxIF4+p3Jw2j/B0vCpUkbPvuzqLCVWUbyeoP7sfc6yJO90fktVNcTwXKGJ7pUAwBogz21kxetBABM7M9BnNoh5KHt+DvfuP69XUT59yb+AICW1nzuA7HkTXWfyh7djb9RQGy/mX8I2/YXHJBXzYuCLmuYPhK2Dg9JSjHWnvvHOIj6RFuXVw4ud+WgwvqjSNqwnM9fwnb8Iq0OuBjxuD7kXHuyjQ0WtpCOvIKR2Lg6AGD/qxC2bbYBAOQvwNGbpifIY+zkeU/YrrTj1YFph+m5KOJ/QNjMtMmz67LOW9iS3tK7YqkWGNrGnCUHV16mbKYlV3BgaNBS8nofOl9B2CyraqnayM/MOy1TUXYeQM+KzkH2FMdOp29lSG8+dr5DdN8rRQ+BMj4BwDh8EiQnW2N805NsCQkJiWwhBz8OM2fOhL29PdauXStsDg4Z03ZLSEhIfNOQk2yNIekiEhISuQaaLnGqB/ZERUWl+0tMTMz02Pv27UPlypXRtm1bWFlZoUKFCli5cuW/eHUSEhISOY9PGUdzK74LT7akAXw6MqODfM39+TlBjP/WPhLfF+zt7dP9f8KECZg4cWKGek+fPsXSpUvh5+eH0aNH48qVKxg0aBD09fXh6en5L7U2+0hVakGp1MKkYArI69v6sNg2/109AIDxUQ4Ae1+JlvSN8nCA2+7prAnd+FeiUxTcz+/L+AlES1jSyJ3Pu4aCIEf23Sps3rc6iXKSKQW1H/VhHejm4ynQ8G0tbv/9oRSwZ1iEtYgbGd8X5S35KANl9FAOSHv3mI69sdliYfvFiagEsYtZgztByYH176oSLcOpMVMfbhSnAMql9VYLW6V1FBhYYhFrXge35BUNpYpN86wV0zwKnqW+HLOUV0H6XuhGx168XtjU9crf/ETHNOnyWtgeVCbqg2edm8LW/SxlxPSZywF3h7woSHTi2F7CNnz8flFudUZFD1JydOb1GLpWM12mCaUY0wxq44LGwpb3Af8IfXiLKA375rcWNp3XRPFUD2I09iD6RmO7u8LmH8bBoq4D6XquLXcVNqcrFFQ4RI+fGRNbotDk3cna4uWNWFv6ZnsKVFQu42fXyZsoKKVH8PPqbkxa8LNC1J5XPZ4uzVJpYgf9yjSg13VVwZkOTDeyVlF6IhsyZWWgQx1R1pqn0msfyDSgV8+JluI44oawBfcnCg6TYwH7ndyeJ6uIelWiJWfELHWUqDo6w5kGdHATvacdnzRBcmwSWNFcIqfwXUyyJSQkJDTCJyxzBgUFpYuKNzAwyLS6UqlE5cqVMW3aNABAhQoV8Pfff2PZsmVf9SRbQkJCIluQdBGN8U1PslNeBQP/gYRfZsf8Vj2e39q1ZHZfswrOTKv7Kdf6Kdf/Nfdfbsen6LuamZlpJD1la2sLFxeXdLZSpUph165d2W3mv4piv8RAVycZl/5HHtxzJuzJtXhE7sbEQuzR1DMnT2XtwqyT16uchygnqWLlUsMjhG3uMwo+VBf9ShldAADg68pBlVYP2MP4rAd5TLt0Hyxs+W9TFryxY84L27Ja5NYue/iNsA2px95N05fkEUzsy9J8p1qTR6/iBfbkFs9PWRstr/FnceQNDhaMU6nU3T/Csm35g+khGX+up7Bd/GUOAKB66lBhW9JphSjPrdUIABDYs5iwhZck9/b4kXy+sj7PAADza7EEXYILjy0WT6l/xhRjD/QYRQsAwKUOpYXNdDp5VisaPRO2P9+RZzSPLt/XBZs52+K1/hQE2/F/fYTtgIIyVOrEMstUS+WADS/Hbul+vrwSsrM/eYL/brBM2H4YPggA8L4cn9t0DHl6Nw6vKmxrqqwT5Q0JNQHwKgAApJjTPk7OPMY+vUyrGqFmvKox3I7b0+sYBcT+uIvlAxOPknzeqxHmwrbwZX0AwNSqe4Rt9DC17JhnnQEA++bNETbPCXS/31XlH+ERj/IAAGzceLVB24WPo29L2SHzmrLnfb4zBc56juTnPsmR7qHlAm6j0VMOgoQWrTSFtnMWpsCD1L8J3XhlodoMOqb1lRikpPCKRHYhdbI1xzc9yZaQkJDINnJo0K9ZsyYePHiQzvbw4UMUKVIkZ04oISEh8V8hl0+eNYUMfJSQkMg9SM3mXzYwZMgQXLx4EdOmTcPjx4+xZcsWrFixAt7e3lnvLCEhIfGtIAfH0e8N37QnO9G9IhR6hjA4eCXDto8t0yd6cIaxzPbNrK56vcxsWVERNGnXf4GvTQc7M3xKGzOjk3zN+t8SGZETtJucXOasUqUKdu/ejVGjRmHy5MlwcHCAv78/OnfunP2G/ouIqGwFHT1DWDyhgMYgjvVChWYUFHb0tKuwGdwmDeGXIzlwb++dPbzPQqIqzLjJGswD7hN9401rG2HbNZACGr0fdxC2sDgOEDtUjoIA42rxZ6rlkYEAgOnjOcNg0irSx/Y2PSNs+2Zx0NyRaqRp3PFuN2FrMIIoC0nuTE9JTaJynDXTGPSZdYAUY6JEnOrOgZhp+fUMtdhf1aVKSzr2JNZ8nluzoSjfnUiUBqP8rGWdfJXoSI37sgb1nyG09G+2nZf1Ddu/FOXARUS3SUrlLH8RsdR/wSOZsmB4jUg6vyzoIWymy+g4yh85UE5Zv6IoN/m7KwAgsRrTpErNoDA5l738Lu49TMGiJUtxu6afZerQ9U2kdV1DLbuj7d0IAEBUEQthe1+OzqN1n/u+awhroUOXXsbitzmoEJNIozxZydevnUj773baKWxXE/OIcgkD6kv9KL5fL7uR7Ybj78JWPZxoRI2NmeYx/jX3qZkqpnVwJ6Y6WSbS/Yxw4j4reoAeoBfJnNGx73bWFP/9JWlhFzKJELbh3nTd0+dvELYhf9L7037eQWSGPeVprNz7jGlUjXtQ21Iv8rW+cKdneMbg7YiLVuCUa6aHyxKSLqI5vulJtoSEhES2kMMBO02bNkXTpk2zv6OEhITEtwIZ+KgxcpwuMmPGDGhpacHX11fYEhIS4O3tjXz58sHExAStW7dGaGhoTjdFQkIil0Pqu0pISEh8HnJyHF26dCnKlSsnAs7d3Nxw6NAhsV2T+eOLFy/g4eGBPHnywMrKCsOGDUNKSkq6OqdOnULFihVhYGCAEiVKYN26dRnasnjxYhQtWhSGhoaoVq0aLl++nL2LQQ57sq9cuYLly5ejXLly6exDhgzBwYMHsXPnTpibm8PHxwetWrXC+fPnP3CkzGFw5Dp0P6Au8jEY3+IlIPVuz4wGkhmdJDNbZkvbXxs1JDN8q23Miu6R2fZ/i77zLfTpt4Ac6UfpgcmAKHtt6Bho408vUpToVaaJ2HZ0KWn2zm+xTtiK6RI9439leDn/f871RFmrH/37c+f+wlZqLmlLX4u1FrYe94iSYPYzS0ZY5mW6SJP/EcVgUcs1wmYcSJ+sqKLcfosNlLZ+8Q3WatZtwSmnGyqonSXGMvcj2ZYUF3bXWyhs0deJatBiFSs0RDnxF6JNVRr3HyczHWBW1XoAgKRy3KBtV+iYFxIKCFvFxqx8Mi2UqCPeBU7ysW+TMsWWnawkUnQrpQZ/W5WPnWcTf7sS/yJFiRtOvN1kD7Wt4zA+9tnu1KfJjTjdeexYoi9EdGaFE6NQpmosdd4CAGh/3VfYXjcnmsvjg6wbv6HzIgBACT2mtLiFcAxCp6ZEu3BZwunJr1lR/+bhzOeIVAluFKnGys1t7a5xexa1AAD8bzlfV0WjQDq22rnX25K6z/Uk1rGZ3YDpK2vPkXJHgZt8Xw3+pH/bdGPx9YvPSPc8LpVVU8xYTActBlE7/hxVW9j0/Oi9KMbMGDwbRX5MGwu+b4d68D6/7SLVlUZzhwmbpYJoS/MHdhS2Ito0GPX43zNh83lZT5QfryO97prj+R7nMSLpF50EvoYJjX8DAPi3bYMURSKAGfgk5OA4WqhQIcyYMQOOjo5ITU3F+vXr0bx5c9y4cQOlS5fOcv6oUCjg4eEBGxsbXLhwAcHBwejWrRv09PSEvGpgYCA8PDzQv39/bN68GcePH0fv3r1ha2sLd3fiy23fvh1+fn5YtmwZqlWrBn9/f7i7u+PBgwewsrLS+HpyzJMdExODzp07Y+XKlcibN6+wR0ZGYvXq1Zg7dy4aNGiASpUqYe3atbhw4QIuXryYU82RkJCQkAE7EhISEp+LHBxHmzVrhiZNmsDR0RElS5bE1KlTYWJigosXL2o0fzx69Cju3r2LTZs2wdXVFY0bN8Yvv/yCxYsXI0kVd7Fs2TI4ODhgzpw5KFWqFHx8fNCmTRvMmzdPtGPu3Lno06cPevToARcXFyxbtgx58uTBmjVrMm33h5Bjnmxvb294eHigYcOGmDJlirBfu3YNycnJaNiQA0GcnZ1RuHBhBAQEoHr16hmOlZiYmC6VcVRUVIY6GfZReaXTea0z8TCrB0Gm1U2/qEDICT1liYz4tzWmP3S+nNRZl/g4Phao+rn3IzcH7HxoHHVregv6Jvq4lZQPABDcrYyoY/M7ecN84roKm7MfZVM8+DdnS2w5kD1xG/r4AwDaFhkobI/+Ig+j0xX2Jj+pTV7XAovZpRkVz4GI2jfJGzm3KwdGGpWimzJ19Cphm1+PNLgjqxcStgQrvnkejpRF8FpZ9vKt9p8LAOjWyYf3KaAKbFOTOh9Q67goLzlPXuaaDTjjo5YJBYG+6MsZ+5qOIq+05SU17/VRzmo5zIpcp412ssvTOIL+1YvldocvJB/YFpdfhS06lT/ZCcUp4O+tgr32u5W0/+HJdYVNW6Uf7mZ1VdiOrqoBANCP5vP9NnwWt/E5BW/+rzE7vvbvdwMAlFj2XNh8nlP/va+eLGxWp3l1ufoGWl73tuTVX881pPW89vRmYXudQtc12oOfsx3WP4ly2j1ZP5dXWRapnPDFN7FedKoO9Unzg38Lm9LUWJS7tqVgQO3JfG8itpF++vuO/Hxog/S0PcYPEbZ8d2JE2c2YnoFzoZWF7c1Oev6iWKIdJabTOzbsN9YynxPOeuQz35BXW/8Hvob4t5YAgP8NZ699fj16b0qf6itsRVazj7SIahHiaTuevZhvJw+23wru5zkDugAAlDZaSEn+dB/rvzWOKhQK7Ny5E7GxsXBzc9No/hgQEICyZcvC2ppXzdzd3eHl5YU7d+6gQoUKCAgISHeMtDpptOakpCRcu3YNo0aNEtu1tbXRsGFDBAQEZOsacmSSvW3bNly/fh1XrmSkVYSEhEBfXx8WFhbp7NbW1ggJCcn0eNOnT8ekSZNyoqkSEhK5CbmYLiLHUQkJiS+CTxhH/+kcNTAw+GD23Nu3b8PNzQ0JCQkwMTHB7t274eLigps3b2Y5fwwJCUk3wU7bnrbtY3WioqIQHx+P8PBwKBSKTOvcv39fwwsnfHG6SFBQEAYPHozNmzfD0NAw6x00wKhRoxAZGSn+goKCst5JQkJC4p/IxXQROY5KSEh8EXzCOGpvbw9zc3PxN3369A8e3snJCTdv3sSlS5fg5eUFT09P3L17NyevKMfwxT3Z165dw5s3b1CxImtuKhQKnDlzBosWLcKRI0eQlJSEiIiIdL9GQkNDYWNjk8kRP/6L50NIC07MjPoRPLSGKNtvf/7R7bZzaNkotjzrXEJVzkpjWyL7yIoOoGkKdU11sD90PkkTyT4+RunIjjZ9TtKxcjNd5EPj6M215aCjb4gTJV0BANbBTH0wv0oUuvh8TMWYe5v0r/XUfoVs7TtXlAf8PBgAYOzA+sWFNz4DACy4xCnmXykocG9KZ09hixvJdJYC12i523PdAWGraEA/DAZ3ZH3il92JDlB0KXuYzG6ai/JB0LN3cj7rW3dQaWabvY8VtoZLKXDq2CAOTFunZNHwUssoeK/o9ffClmpAQZv593LApsVhqvdwbClhG1OntSgrzem6FYO4n+1Ok5dPO5zpNAmBFFy1w7+CsHUzvyHKlxJJp3xFCw7sS6xPfjN16kfPDhSIeE1f7ZusKub/PVDYBp3rIsrJ1tR/+3/iFOCLuywHAJTvyR7JOsuIJmRvz31S0Zd/vO1ZXg8AsK6i2jd3KdcVbZzlCwBYeIApSF5/sb58S4dLAICrHkWFLc3HmLSefYUhRygoc/YbpgL8vJc1s703UVSu7RwOtt21kp6LRhuZ8tT7Od335kOYsvHnSH4uxj8iykceY6bG1OpNdJwnLTgoLq4MzRX6/c40j5J6fP0G2jRDeRdkIWwOIUS92RPEghGmBvReLKq2RdjmLmYa1SNPup7i2/iZelmf3vV5fZi/8qoBtbfI4XhopzDFJ7v4lHE0KCgIZmYcNPyxOZ2+vj5KlCgBAKhUqRKuXLmC+fPno3379lnOH21sbDKogKSpj6jX+aciSWhoKMzMzGBkZAQdHR3o6OhkWudD89QP4Yt7sn/44Qfcvn0bN2/eFH+VK1dG586dRVlPTw/HjzPX7cGDB3jx4gXc3Ny+dHMkJCQkGLnYky0hISHxRfAJ42iaJF/aX3Ycp0qlEomJiahUqVKW80c3Nzfcvn0bb94w7/7YsWMwMzODi4uLqKN+jLQ6acfQ19dHpUqV0tVRKpU4fvx4tuepX9yTbWpqijJlyqSzGRsbI1++fMLeq1cv+Pn5wdLSEmZmZhg4cCDc3NwyDXrMDjLzlmUW2GZ5/+O/4NS3p+2fqLY9zJl+Ddpmnnwpw77q5/7a8K218XPqZifj48e8st9Cn+U0sts/H5LN/KTzKhOBT+z23OzJ/hAMI5TQ1VOiwGQKFgsaWF5sSzYmD7ZpGw5O/Lk6BcXdnVxY2HY3WiTKoVXJd7OxDcvjvelLwXkNj3IgmfNC8tpq66t5dL3Zk6uMpJtsMZ29zR77aX+jeuwlTzGmG/W6M0vvxRfgm5eqCgp7mcLeZgNdegoTF/LTeLolfZ/0w5/xvrX4mMtuUfBawy3s8SxiTfJxO2ZxcGIDV9puV5ZjjB4MYtm7ac3JG7mudjVhW3yZsg22n8DHjm1GHuPGpreFrV9gG1EOi6dMhiZ52Ctr3YpWZvtW+J+wvVxO/eswLELYdIZQX6wfwisLtQJYcvHP6uRR9pg3XNiK6kYCAHo+5TbEF6dA1YSt7N17eIA93dEjaTVCP5g9vpPr7wUAtLnLnnObUxT4N7w5H9veK1yUj/xAXuR8Kex5vzuF+tT0D77+Vt0oY+bV5pwRdG5iI1HOV5vaM2rxemFrrepz/fwsYTjc7jAAYHRTzhKq5c+Ttrg9NMaZjOeMmSEJ5KVN814DgEFoHB07kldW3lfOJ8pHF9WkY7uyzF7DuecAAMeHsKSgThw9p4qN3MZH3XiSWmwH3WMtJT/3aRKJ712Ytlv0IAVvphjrQZHC71B2kZPj6KhRo9C4cWMULlwY0dHR2LJlC06dOoUjR47A3Nw8y/njjz/+CBcXF3Tt2hWzZs1CSEgIxo4dC29vbzGx79+/PxYtWoThw4ejZ8+eOHHiBHbs2IGDB3lS5+fnB09PT1SuXBlVq1aFv78/YmNj0aNHj0zb/SH8Jxkf582bB21tbbRu3RqJiYlwd3fHkiVL/oumSEhI5Cbk4sBHCQkJiS+CHBxH37x5g27duiE4OBjm5uYoV64cjhw5gkaN6MdSVvNHHR0dHDhwAF5eXnBzc4OxsTE8PT0xefJkUcfBwQEHDx7EkCFDMH/+fBQqVAirVq0SGtkA0L59e7x9+xbjx49HSEgIXF1dcfjw4QzBkFnhX5lknzp1Kt3/DQ0NsXjxYixevDjzHSQkJCRyAnKSLSEhIfF5yMFxdPXq1R/drsn8sUiRIvjjjz8+epx69erhxo0bH63j4+MDHx+fj9bJCv+JJ/tLQyxPqwVUpVFHgp15mcp+u2pbFscLU9vH+FbG7WnBkFm2J4ttXwPV4GtoQ07jUwLpPrZdUkjUAoHVAoLT3jX1YOK091D9nTP4jODWlJevkJL6GQE7qj9N6+YGGP9xE7paeng6ge6V0VveFmtHvRB/mO9zhxO03H/3TBFh09Pi5e5O7mcAAHcS+T5OO9ICAGD2nMOA7g+g5XW749zTpqn8RX4wmvZf1JqDLs1r0xJ3gWtMIdF7QQ1OVUubnGqbX5QTZlPdYUM5Q+WRhURlqX2DKQuGFShpWnBdDlyrX/kvUZ7wmjJKFjkQL2xhI4gOkKg2kch/g/6jXZGN1le4PNOZvGXW8UwnabKaaBmFnvCxf61A+saPkrg9gQc5Q2PHLsQX3edUX9jy9YgAADwYVVLYdO9S/94dyXSZ2lYPAADdGrAutXl1E1HuN5yC5WK9ud1NL1OwaSlrbnep2UQhGXmQgwtHtOcgz5JdSU96zlXWiQ5VBbxuL7VR2GoM9gMAHCnFyUB8lS1F2a4vpVv0nnRC2H6eR0GMi/yYqnQw0hUA8KYBP3vxBfj5+n0ABTl2mMEa5bZHabxKWM/ToTE1KLDx/khOpGejNveLd6F+efiMaTL6ITT+FQ9Ue4GW0fORZxMH/OXrwePj7pJ78U807URBkqlqyazrLSe98rl9ORjU+T1Tq5LyEXVIN4KzX+Z9kDHkTmlA78/TdtpQxmsDpzJU0QhyHNUc38UkW0JCQkIjSE+2hISExOdBjqMa47uYZGfmVRMyYc4sHSQ8jGr11KX50oKz1AMfg9qTt0bdOxer8s6pS5Fl5n1Ld+x/tiEXICvvrqbe30+R9fuUfs40SNbGAh79GuHg8mMIC4n44D656b4C6QMZGfS8q/dF2nOv/i5kdb8yk2FM298YkIGPXxqlHQEdA+zsSl7EhFQOiBo8mrI2htRlT/UuL8qwaG/Bh/A6PFiUjULIm+a9c6mwLVB5sMd7bRK2XxaSF1k/irM8PhvB3jfHebT+MX3POmFreYTaozDgLH52KdQ27XDOyBc4mq+hmC8FfmnFcvBm29ptAQCWq9hzHK8kr+XBpuxNbbOCPZ5FVj8GAMTW40Aym77k1fWsOVTYRk7fAAAYu6y7sK2YwUGgHU+SB9bpEHs8/ypK2yP7sCeyykEK8jzw03xhs1/L2SZPn6HAybXbWD6xrx/tU6gce5sNx1DQqfYLliN7p6QAsMAl3I8J7zkANf858j9ub8Pn7nylFwDg0fsCwjZ13x4AwJSufK2j1u0Q5cOHSIZOsQzQi1Eg2UQHvazIU6s05vOtakRu4sa7uB/tavILGLac2jPcpISw6cfRdktt7rPT00j5YcPsOcLWfRwfU0c149NRW1q7P4wCeI0P8bMX9ys9F1aHuJ5+T+7T1SUoULXvKqYSaFUmr36SHXutY1bTisr7ejynCLvDQbCl/qLnOd9N9vee3kx9XmbXIGE76U3zmMC2PGUrtptXJrRUK0DJlhlt6ogoTs9uiU0JSElJwcsMNTSDHEc1xxeX8JOQ+J5gaZsX3Sa0g6Vt3qwrS3z9kBJ+EhL/OhzXvEWphaFwXPM268oSXz/kOKoxvgtPtoSEhITGyOWDvoSEhMRnQ46jGuG7mGR/LIOcepBiWhCW+lJ37AeoI//cPyiTLJGxarrcupkcM7Ml9W8hQO5LtfFTgguzohJkRs/QlE6SEwGLmVEbvtb7+m8hO7rmmVG90t6bzGgnnx34KJc5MyBhUix0jVNQSo8irapOHyi2LZ1KNIZx3XoJ29M2tOTcwI31m1/14HueZEWBbUvDeHy0CSAqx/QoDtzSVX2lI0qwzrFDj3uiHNuwNACg9R6moljdoGX1XVM4o6GxLy3I1ljN1A7Dc3x9r3+gf01eMz3B5LlKv7hXpLClrCQ6gF9ZlvGKn8b7PO9JVIWiW9TS0auW5BfNXiBMbXf4AgCKzbskbL0MuE9LraCgw8cerMHd/KBqUVkteBOz6dg9x/sJU35DPrfO3WcAgC63uwuboYolYzSBdZm1IyhA7lUnplroRdGxHUYzhUS5PEyU39UiCkWHndz3xSuTJrROJ27j2GUUIKhdMY+wldZnPenlbYhaEvNWH0ZIRsxbfRi+pWvd3JKpKN7DiRphUJIX182u8bXeHWULACg1l7MlVttJz4o6pcf2LVFH2ixXo/kcfSzKCb9QB+moRar2b3gMALB10Y/CVnIwXav+Lp4iOZlxX02rQUGw+y7xc9h0LQWv6t/l84V2IrqpwSt+xtXHlYKnqL2vazEFqXkHotMUB9NgUnWpX4r9/uljHwCYP1XxZFJTxbP7KZDjqOb4LibZEhISEhpBBuxISEhIfB7kOKox5CRbQkIi10B6YCQkJCQ+D3Ic1Ry5apKdRitJl9Y5E4qIOoJVNJF06iIfoYN8zA58OSpBZinkvxT+S7rD5+hXZ2efzCgkn0P5yO0UkQ8hTZ1HnbYVm8mzq2nff25ademByYiQmzbQNjREE50WAIBIR1YS6XOLdJTj+rP6gWMvSuBwdYeDsNmFcQrspwMoSPjpqTrCVkKL1BoM2vKSe+gd0n/Wi+Zjv+1YTpTNn5LqiH44f6by3qWU3b1b9uPjVCdqxIRBW4VtfXknUX4yvgIAoOAuph/Mu0C6zkNqtRe2LoWuAgBsbkQIW0AMl3vkDQAANFdyqvEiG54CAEZXbyZs+dZScN/LkZw23dDtnShrbSO1jwJnWe0kNR/12Ypj64Std3HqM518HHS96BKnQe8yjCgR1kO4Tx9NJjqA9e9MPzB7S31WuT1rfl/aTf1sv5nbMMbmmCh3TCBFjgb1eJ9708oCADyOnRS2VbeJxuF4lCki3UKZqhHnQTQHxQZdIBpQGOsKuo3XM6aiRJVQ1TPily6NIgIAp5uQgkqLm5x2/s+JpNyR3I4106NfEm3FIEJNb30Ea4t3nUnUm3w9WVfjZLtKAIA9h2cLW/9dpNGd1ItpMMcauonyvstUt85JVgAxUGY8n0EwPdvGr7g9EaW4bPCc6C8mRXgeElmcFEIsHsUJ22s3up92F1gNJ7wk3+Ow8nTyvLeZbpOmoGIeyLQTUb+0ERRJWkBAhk2aQY6jGiNXTbIlJCRyN6QHRkJCQuLzIMdRzfHdT7Kz8vhmpnWtHgApghwzCczKCjnp3fzS3uucxud4iXMiqFDTLJBLr80S/zbSbvtFzv09ILO+SsvkqO6pVtecF/UyycyKTN7DHHl/pAcmAyzvpkJHLxW60yIAAMMvXRfbLkQWBwA8imBt5MfTyDNst5Y93or3T0XZuGA+AECToneF7fY40g6OOVRG2Ab3PQgA+KMTB5Wn6vMnKdmMgsWM3vKNSNUmz6DWjYfCplOBPJGr+nGGQJMj/OwUb0LeWEXJotyeRPKSTj/7m7ANb9sHABBdlL2Xrxtz4OPVpa4AgJlb1wjb2JieAACra6zRHXmJAj+P9eeguLqnOfBx04l1AIACOnxdj5PJK9nokpewOTiQJ1MZzF5ir1bswbcIIy/0ryfZg+9xgHSyX6m12yiEPP3BjSOErVBRCvh8uYm95A182UtspkqYefRaWWFbP3cFAKD3dm5jDw/KwLhycF1hO9CEdcbTMoHa7DEBoiNhY2aC6adpFWGUWwtRb8JZ8o4vqMje//ctSotyH8cOAIC4BtzP0c+on212sEfXfRIdp7Epe+DHN+Bx+1kHGlv0OrB3V8uUgiFbTuXrT+pOz9k2b9bbbrOW9bb7PmkHALA+zAGNJi/Jy6x374Wwzb56AAAwuIe3sP3P+6IoKxvQef6Yz/OLvPfovm/ZsUTYOrWjbKVhpfnZDCvL71+By6qVAG4OzJ+orlE9wFGLzmd5NwEpKRk93BpDjqMa47ufZEtIfAiWNhbZ0r8uUcHho9vDgsMzTVgj8RVBfhwkJL4oqq1/il6rWM4l/6TojJVCVBPCV6/gUo0mtRvfrBWbjWsSt6FKVCB2G5TB7wZlMhxC4iuCHEc1hpxkS+RaePRrhG4T2mlcP82r/SFsmLQDGyft/NxmSeQg5DKnhMSXhUFsCmwjIrOuqIJ+CHnZ84O51FAlUzRCCvKkJmWyl8TXBDmOao7vfpKdFa1CnU6StmRtoL5MnUW69DTkhCb2t5SyO6trzUm97U/FweXHELDvqvi/jrWVKCtCaYnWsaID/FZ6YW6fpXh0PfCjxwsLDv/o9i+Bb0GPOztUprT3JjMd+g9d6+foZEsPTEboxKdCNyUVkR60PD/zUkmxzakvaWFblNITtrxxFGiXWMSSD1Ke94l9Tarmh8/wPbV1pEmY7fkoYfvjdE0AQKouBz4qDPmTlJiXynE2vP1FYwoa/Hk9L8lv60vt1g9kWsXOEn+IcjOX7gCAgVv5B3B9Q2pH7clDhC3Mi54rvTccPFa++DO+LgOimIxY2VPYVg0lHXHvOx2FrbgpBT5eT+TxpKBVhCj/XI+oD3dH2gjbn40psG99ZaaizFjVBAAwsTAHJBprcdh+w6PU9v9tV0tFfpk8xsNnbBE23zgKXnUazftGTiOqgL0p5xcv7qdGxShG97DUXA7YHHm6PwBgwiROmz5xdztovdCBiw4HUCr1OKW9VgpNqAuk8LFD86g0vI2Y7qAVx33+3skeEc4uWD7JX9jG1GsDALCszmngh/6yGQBQrQN/e7t3o0DEBH9+XgM78ziSFgw448p+Yeu0lIIh8z5iik1Ydeqrpic5bXq3VqdF+ehr0jj/YcR5YTu8uBYAILE6B932uksrpb+tZx314UEcJKurTed8V5PHtDJ9iXqVrEbzeNqGgiEvtvtV2DzGcIDp/qlkbzaabZnpYD9pR3wS52UR0FIkZtiuMeQ4qjG++0m2hMSHEBYSkY7eoVuIPSj/nMA+uh6Ixzc+PsmW+PqhlZoKLQ2TMGhaT0IiN2NNnbo4d5sVNWJc1eKX7tEPjt+j/JEnNBlx1nrwaDIeAKBozYllDDfQZDSNcy/xdUOOo5rjm55k6xa0ha62wWd59DLzumXp3U47fxaZ7T7X0/hveCqz8oxq6jn9Wryqn+P9/xqu4UPPVFrbNG3jh+5bdvsnO1KRH8vWmdW7oi7xl+Zvy07mSI0hPTAZ0Gj0WRia6OFyeFEAgH/hA2JbxD0KtJrVmzmy8c4WAIAwZ/Y+ppbhH6glZxENwG/bdj6JKu5rX3hFYXqXRF7J9wnsndRpwt7omL4U0JhYgD2wTkNuAQC2H+OsjG1XHwEA/N61gbC5bGQPpJ0NeQsXV+agutk7aFJn3ZGlWafbk8d4Rv9uwvaXLT+DQ1fQ9v0VeBLZzYLOYxTKk8O7DuTh/9W/i7DlCVKjRqSSF71aWc4M2O0enfNYmW3CdieYPOctbrLUndkj9hI7r6G+eDKWZQ9FW3d58n/ykMf4ZX8OYizUjlYo8h7nvvXbtk6U+y2kQM25R9j7/yyZoiHLG/DYcaYTSdl57uXAvpWLOPDRpxPZY58bIQ+SERtuhE2TyOuqLp8IULBfajTzuds25yBPx0hycMTa2gtbUT3ysjdexJKKq9dSFkkdtZf3cGgtUbbaTQGzPcN5BeN/3sQnP7agJp9vFT0zVRdfE7bLXbn/fthwBwCw7U/ep1Bb8ubHn1Rb6d5MfbZsGMv/XTvFmT7NVI9AqQP8LNxzp5WZXtdZwvDsYeqzTh34ua61gDOKdumg6n/+rQPtJLqGVLWVhfPNKZCz1zLO4PpJkOOoxtDOuoqEhITE94E0LqGmf5+KGTNmQEtLC76+vl+s7RISEhJfA/6tcfR7wDftyZaQkJDIFv4FD8yVK1ewfPlylCuX0cMoISEh8c1DerI1xjc9yU55FQxo6WVdUUOkLY2HOfMx7W9l1M5O266+xB2cSeCWOr7WIMacyLCoKb5U1socoRV84XN/KLPkP7dnVe9TzqeJ/UNQD+hN+Ui9rI6tvk39XVF/hz6GtGflc/XhczoqPiYmBp07d8bKlSsxZcqU7B/gP8CViKLQS9ZH/Fhanu7iwVnsSlZ/BgDQC+Psc3qX7wMAEs3LC1tqFbUgKgWNjyP8+whTVDVVxscHRsI2zXMDACBWaSBsYxe2EuVVPywn2zg+jt8d0vAevKmSsG0a1RQAYPLsibDpxpmplWnZ/N5MtYDOEXQ90Q7WwjY9ligW+jFq1Bd/DobbY9IQAPBmAF9D2gzC8h7vk6pNwWV5BnGGyeSpHOS4fx9dd4uarOttbEcBnY0tmQ7wy1yi24y70VzY8u3hb1OqC3EDjF8xVaXeOHqf9m2sLWwJ+WjBWqn2tX8whSgJ2s2fCdsE++6ivHwbBXS+SmGJUxcDokN0mMfBdWeGEf1ALzBE2LoP50BMi7sPqGCmBN7Rv4Na9QUAhLQ0F/XibKkfS0y/I2xmp9T6WUnbxwzYLExp9JV41zi1aqrFeS0Oqlw0apEoG6qCP3tP4Wfhii89S7G1uR+jfqL9g/ZwP877fbUoO+kRn7x/O06Z2Op2DwBAkd+4L5IKWgAAzoSWEDbryrz9fQy9czGbTIRNax39u+wwB8E2m0wa3lbv3grb3pNVRbl4AI2L6zafFbaeoyig0/Q5Z4lsOUp171wBRVICcA+fBKkuojkkXURCQiL3IDWbfwCioqLS/SUmfjgq39vbGx4eHmjYsGFOXoWEhITEf4dPGEdzK75pT/aXRpqXzPYg29K8d+qBj+rbhU3dI6eht/Fr9W5nBU2DJbO6ri+VtfJzgwG/xLmzCljMygOdtj2ofRFhy2xFJCv5yLTtmQXqfqgdmrYxs+Oot0fT+5nZClBmHm31e/Sh68kuPsUDY29vn84+YcIETJw4MUP9bdu24fr167hy5dvKxnr/pTW08xiiwa8UFJY6giXIzGqT1FudbZxBb0+IKwAg/CZ3ZN59+URZd94zAMBlxw3C5nScvNEGaiqXDxLIi5dHm73AvzVaLMpjW3YHAOzdz1n3qv3hCwAo8Sd7L73XUtZGQy2WQZvrmf6eAYDjBvZKt91ynM7XkYMly6wht96NoRWETUfJ16gfRN7LvOPYN1WoDx0z3ok94gkFaJ/XUexNtx7NAZ0um8lb7RjGXtvwBvQ+JeRnb+q0hZ0BAMW3PhC2PLt5+7XHNFYYGHOw4CUflVe2NXtynaaRhz/VLr+wQUFtVBRkm87zUFFOAgXLrXJVy9D5FwUBLhnMnuHGP1MAYVIzbtegoRwsOaUCZVtMmU7HS0nRQXAt8mCrOZuR5zXtn6qmRDH6Z/ZaDytDEolrK/H22N+o7Xn/VPN4V6d/Ou/k1ZgZLfg4M2ZQn9b34ayLh7ZTUKJZIDcoNoE8ywaRaudTW3F5qypPqsWrDLq16R14NIkzKVoco3pxpziIcXf/2aLcM5XkFZWp3H9bZlCQY/9yHsKmWE8vjvIGt6FrozOifL4arfT9bzt7twv3Uo3rA3mf3dvo/Wq0ZDgUiZ/uY5WebM0hJ9kSEhK5B5/AJQwKCoKZGU+YDAwMMlQNCgrC4MGDcezYMRgaGmbYLiEhIfHdQHKyNYacZEtIfARhweHYMGnHv5JoRuLfQXY9K2ZmZukm2Znh2rVrePPmDSpWZIk6hUKBM2fOYNGiRUhMTISOjs5HjiAh8f1iVf3aME1IRLRhxh+oEt8mcruHWlPISXYOQNOMh5+jS/21IDNqyNfQ7sz68VPaFRYS8Vmp0tMC9nQzoXQ8V1tiLbKfRqzMKCKA2vVkQsmIVdd1/2d9pKd0pLUjqwDLzPY1zmS7OkXkU+hPmgY+fjGkpmaaCe2DdTXEDz/8gNu3b6ez9ejRA87OzhgxYsRXPcH2cPobBiZ6uFdfFXzFvxPgZEIUgm5mnIhp8RpaIndrdVfY/Nsyh65jF6JDVCk3UNjOD5sFAGjx5zBhs9WjH65Td7UVtuAmnEHvSTuiFfQPbCFseW/SJ0s3iikSQ05wtsU0DFh+QpTTguFOdaksbFNO/w8A4JzKx6ltSrSMv8NYx1jrJVMoYEJvgPYspsbEOdM7bHT1qbAlty5O1Y9YCFvqfaY0pHQmWsvr7kzFSEO+20x5iSpK1+px5qGw/XqB9cGdvIjCE9qHr2vvNn8AwMCXTIM5Ma0UAMDiBgdN6sbTs52vK2fOVI5gyovfNC8AwNy/lwpb9wOkW23HLAUU86Mg2Jt7XYRt3qJ2ouxwmfp3rW91Pk8K0Smc/Xisi65DgYEhnqxFfSGatcWdRv0NAOhy/T7+iTktOP6h84XeAABLtYC+4XatRdlS9UqfWsjtMVK5WlOMeDxe5+0PAPj5MT+bl2NZhLqgOT27485y5sg3CgpeHbO8u7DFqoZPh3XPhG11O9bWzvML/XiPLcirX41aqLTX++YRNvuhFHR6bzjTe7TDiopy8HB6bkp0+1vY7vsT7csl4qWw1b0wgM4bB2h9RsLHnBpHv0fIwEcJCYlcg5zSdzU1NUWZMmXS/RkbGyNfvnwoUybjZEpCQkLiW0VO6mRPnz4dVapUgampKaysrNCiRQs8ePAgXZ2EhAR4e3sjX758MDExQevWrREaGpquzosXL+Dh4YE8efLAysoKw4YNQ0pKeo2sU6dOoWLFijAwMECJEiWwbt26DO1ZvHgxihYtCkNDQ1SrVg2XL1/O1vXISbaEhETugYyKl5CQkPg85OA4evr0aXh7e+PixYs4duwYkpOT8eOPPyI2llc2hgwZgv3792Pnzp04ffo0Xr9+jVatWP5ToVDAw8MDSUlJuHDhAtavX49169Zh/Pjxok5gYCA8PDxQv3593Lx5E76+vujduzeOHDki6mzfvh1+fn6YMGECrl+/jvLly8Pd3R1v3nAgc1bQSk399nz5UVFRMDc3Rz00h242dLIfLqPI27SleUBzRYTM6AffGrUjJ/GlNK+/VXyuusjdsbTdZQo/R+pKI5b3aTkwMyURdaRpuKfVB7KmdCRmQjdRP4+m+BSlmbR3smR/zb0DKanJOIW9iIyMzJIrnYa0MaNKyynQ1dMsMDElOQFXdo/N1nm+JaT1if3y8dA2MoTNH6TvbP4Hq17E1ybqxHMWURCUjY7eR4Xtj5+ZnvDCnagxzepcFbanMbTMXT0v007y6xGVYHf7OsIWPoM9Td2LkgbxzEs/CVvRQpRKu03B68JmoxsJAFCAl/tHnGLKQn+3UwCAPdN+EDajt/x+pCGwHfmc7nssEbZW1VnLOtmeaCKpeuyb0n9G7Ukqysv4jzvSO6j/lilCBc/y+RrPPQkAWHKO25P3FtVdN2KesLU4RamyrY/yN04nib9dx+eTykeTbv2FTTuFFDISLXifV23p3AdqsXJL69Wkl+zdkekO+zvzfYgoTdSHt8xEwZ8tSfWi453ufJzCNwAAy/5sJGxFy/DY8SaaKEh587BWc2FTolr0tmbeyQwXGoMezWRlF3VM+IkUZJY/4zZWyk865NVMmapzJcYhw74pSr4Ph+4TrSXfcR4D0jYvGsOqKX2WEtVppddCYdsVodYZKuy+5yrKv1YlWuGMR/y86qylZ0bZ852wrSm1UZR3RNIxXyeaC5uvFSnfDC3Hx4ncQc+XRX9+P1LXclnpR3rm73/h52x2KeqzscNZZz64Fr0jBa6STvb1Hdkb3/6LcfTt27ewsrLC6dOnUadOHURGRqJAgQLYsmUL2rRpAwC4f/8+SpUqhYCAAFSvXh2HDh1C06ZN8fr1a1hbEw1q2bJlGDFiBN6+fQt9fX2MGDECBw8exN9/M8WmQ4cOiIiIwOHDhwEA1apVQ5UqVbBoET0bSqUS9vb2GDhwIEaOHKlR+6UnW0JCIvdAerIlJCQkPg+fMI5mJ9+AOiIj6Ue0paUlAAoyT05OTpeLwNnZGYULF0ZAAP0wDwgIQNmyZcUEGwDc3d0RFRWFO3fuiDr/zGfg7u4ujpGUlIRr166lq6OtrY2GDRuKOprguwp8zMybqm7Ljrfsn9A0cFEdOeHp/lq1tbPyXn/vXv+sAgnTBRBmEnzoMiVjPXVvdGbnSQtEzMyjnZn3Wn1/9fciM691mhf9Q4GYaedU3zezrIxZ3evPeSc/BVLfNSPalrkOAxM9/Pa8FgAgtBlnp1vhRlnnJg3tJWzlxpAX+eRb1tOOLsSfEqclxI18uJRXYoYe2gMAGHyrg7CdqrICALCsJrvJk0+yN7q292MAwLtKHAyZV5eWjFctaSZsl0eRt7HcSg60nNmJtZF1VF/5kDqsg+y8mI6jHcGBjy6T6d9Wk1uAwQ9BmgfbexUHQg/5sxMdbxkfp4Tq1OrBmfd9OKPfkkv1AQAGb9jDGl6RvJLDW3I/Oz95BABIqsj3I8mC+7nPC/KE60WwLjO0qY0m71hHXEeHPI6JqXy+Gd3WAQD+jmc98Zfj+DB2c+iYSl0O2Gx3i4JWDaK4H73nU4ThgT/ZK//ueSFRtnxM16Xw5jZeOUGBmG8PFBa2F6Oofxw3Rgpb1y2HRXn8FQpUtVTzQD/cSEGb1w/U5WtdRB7fSfNXITNol6K2V6vK3m97VfbGhFT2/hu+U+mIq62OJKv13/lFNNaV3MOBmNOak+Y12rLX+m1z0oAvoKaDvfw9e+OP/UYreeZPuU+HPKQAy9e92btdzoyCjPW2sdb79e0cJGpSguwFuj8WtgHL6Nksej9C2MzOhFHByhIpik+PfMzJfAPqUCqV8PX1Rc2aNUVsS0hICPT19WFhYZGurrW1NUJCQkQd9Ql22va0bR+rExUVhfj4eISHh0OhUGRa5/79jAG4H8J3NcmWkJCQ+ChkVLyEhITE5+ETxlFN8g38E97e3vj7779x7ty5T2rm1wA5yf5CsLSxgEe/Rji4/BjCQiL+6+ZISEhkAunJ/rrheeUUjBMTEGsgE/pISHyt+JRxVJN8A+rw8fHBgQMHcObMGRQqxKsjNjY2SEpKQkRERDpvdmhoKGxsbESdf6qApKmPqNf5pyJJaGgozMzMYGRkBB0dHejo6GRaJ+0YmuC7mmRnRln43CA8TekZBVyd0G1CO1y+9AJhhy9ptM+XQmbL9JkhJykbmVF1sjrf9xosmdm1qtMqPiWNeWZ9mtmxDQ5qFpSr3t9pOtvqx0mjiWRGc/kQBA3mo7X+Y2SHa51LJtlD8l2Hmak2bNtEAAAOvWHJwem9PAEA2nm4MyqbUvDi/eGlhS2yDwe2zR9NAVe+U7yF7VwMUUsMjvBHVql6/QPGLhC2JNdQmL9JQKSVIdo38QMA/O83pou0MSXN6F9dWS86DQ4734vyqmMcsKgwoGV+x0RO366l8q4pLUwz2JKsWBFeK0WNLqJNS/6L+nJQ5bwVWwAAC39rL2wGV4jmcW9eSbXW8XGK2BOd4HmyFW9W0LFjijGtZNROmiQsrsafaZcjTEGxN6Sl/9XN+T5Y3qHz9Jp4TNgWLSLVhXboy21YQrQS4yn8TvdzYm/h8WkU8Bq6u7iwxdnRsRvVvyVs40JJb1qpz3SIlYPmi7LfA+qXt1d4yX1Su20AALtO4XytD6mNVu5MtdhcjZ9Dx3iiSzyYX17YwspS0KCbGS/dP/GmduwI4/Tih+9w/8ytuR0A8GcE29b5ERXlSR++BlNzKg+ZzM9wQj7ebqh6Vkr+yfcjPoz6MiaRPbS6z+jHYlVnDq47s5K/ewk16b2xP8zPZtgUKhfyZNm6V42JOqI3wULYCj7g6346mN4vs0fcz7Nd6T381Z/flV9LkJ79qC59kZLC15Nt5OA4mpqaioEDB2L37t04deoUHBzSB7NWqlQJenp6OH78OFq3Jg30Bw8e4MWLF3BzcwMAuLm5YerUqXjz5g2srOg9O3bsGMzMzODi4iLq/PHHH+mOfezYMXEMfX19VKpUCcePH0eLFi0AEH3l+PHj8PHx0fh6vqtJtoSEhMTHID3ZEhISEp+HnBxHvb29sWXLFuzduxempqaCQ21ubg4jIyOYm5ujV69e8PPzg6WlJczMzDBw4EC4ubmhenX60ffjjz/CxcUFXbt2xaxZsxASEoKxY8fC29tb0FT69++PRYsWYfjw4ejZsydOnDiBHTt24OBBTqzl5+cHT09PVK5cGVWrVoW/vz9iY2PRo0cPja8nV0n4pSF4aA1RzirjnKY0kBIVHLD02ix4VRqOxzcCM2z/2gIWP6U9n3MN33vg44eQHW818Pn340s/Zx9qf2aBjx8LqvxQez6lvZ8j4Ve9yeRsSU9d/GP8dy/hV2TKVGgbGqJEJQoke3mEAxb1I+nzEFufNWp/KEbe5ENXygmb2QP210SVI0+c0xL2btcueg0m8QmIMTLEqkYU+OW8LAYAEFLLQtQ7sn4SbKIiEWJmjmrzRgEASs3hYDhokfctcq6afJkqqOwnO07zd6lD6Qz7KPPoC5N2HLUxsoylsAV7kC1NyhAA8p55Jsp3x1GgnuNm9jqmecnV8bRdRpvFX9w/EeUpoNmvFksgbv2lMdU7zNcQ3YC8yTr9ebk6JIBXlhx+pQyje+5zdkvnA5TRr9gODqR7U4EmFXaNObvjk5ACAADbXXyt78pyu41f0X3Xbsme5fyk+ocHfTnjpdKIzqMewJzYhN9/pR71fXTPKD62AfVfkoLPl3yI2uPQ7pGw3brOXnTHTfSsxBXiLIh5XqqCO2/zPlBQAKBSzQveaTV7Kydfakr7mnLQ3/zy5FkfNZk9/bPGLwcA/B5eSdgO3OVAw6Yu6bO7AkAtM3ovzkQ6Z9h28Dq/K0Uc3opymbyUyfFJ72IZ9nnS0UKUTVxo1SIhSS04U58D4xXH6Z6YNg4RtjyTaZUmdjx724OfUD9XdX2E5Ngk7Gm07qsbR7W0Mvewr127Ft27dwdAyWiGDh2KrVu3IjExEe7u7liyZEk6Gsfz58/h5eWFU6dOwdjYGJ6enpgxYwZ0dfldPHXqFIYMGYK7d++iUKFCGDdunDhHGhYtWoTZs2cjJCQErq6uWLBgAapVq6bRtQPSk50lLG3zotuEdgjYd1VyrSUkvnFIT/Z/g95/noVtRCSCLczFJFtCQuLbRE6Oo5r4fQ0NDbF48WIsXrz4g3WKFCmSgQ7yT9SrVw83btz4aB0fH59s0UP+CTnJlpCQyD2QnGwJCQmJz4McRzVGrpxkZ0UR+VL4mrNEfsq5v3et75zAx64xu1SSf+6j6bE/lokxq+N8KPDxYzSQtKyTBNrf4Cu519KTnREmJSKgk8cAdfKTxu6ucNYvXjCSPEU9tnEA2OF4omIYhvLnQz0ToWk+opbUWsseIt1KvF1LFeSXJu1leY+X7o2NEoAo+tcsP1NU0vBqGlEMPAtxNsljXYiHebQke8i1S/H5XnEySoGSq2m7+d9hfO6XpAmtF/hM2CJqFxVlx80q7Wh9zuGWFiypH8JL8o4bKXDyUVemYtisuynKdnktAACHopmWo7uTKCH36rH2uPldutbIpxwg6TydM1163qLAuOpTBwubTi2iULwrx7QK7557AQBrZ/xP2BR1iWoQUo2vxbHqM1EOjaEAzOjLBYRNvzRRMZyWMYUkNYjGgXg1ilikA7//KapmFPaJEbYncyg7oelhDvLME0O0kztnWBNcT8G0Ae3HlN0RBbl/Si6j63+XyMfpZUNZJGd2ZbrQ+UhHUTYyoWetUEfWkx7bWpURUW3YGj+0NwCg3BgO8jS5yfSIsxfpevVi+Tl7cpzuU6IjBx/qXaY2Wmzh5yM6kZ+LKwsrAgCqrOL7emuaKxXUxp+4BNonjyFTlZoUvivK106p6DFrmIoS/SPdO7O2rAke5UV0ihdnSiIlWU1fPZuQ46jmyJWTbAkJiVwKZSr9aVpXQkJCQiI95DiqMeQkW0PoWFtBtxD9iszMe7f02izxb51mVEYmWfc+x6v4udDUu5kTbcgNXuvsIjvPwpcOoMzq3Gke7HTZGzU8d2YrRR9q/8ekHXNE1lEuc2bAyjKbYGKqjX4/+wIArP5g790TP/LO3fZkmb2Wrk0AAPtvHhG2urfbiLKXw2kAwOaWnAXQS0m2PPqJ6FCDUhJv1ameoS2m9/IDeAVT3fyICiUP5eU/l4jtm6Ioa5yxNnu/teJpXPYYe1LYzlSxEOXz/scBADX3DBW26OkUlGk+WM0rnULe1Huj2cNs9pC3K7qTNzZfL/bK7ryyDwBQ+piXsDktofY4+7FsW0ol9sA+6UBeSafhvP3lY5W3WocfOttVNwEAbS6yt31Pl/qiPOoEBdPNG7JB2H6+3BYAoKvmYV01hzzYfUftFbYWJhQsWGMH98n9Fxw0VmI5ea0jvDh41aTuGwCAVjdhQv9b1MbHiRxw18WcgwLdZ1CWyAe+alkgD5KH2vQle2XToDBgL++P9di7e8TUla4rnr3b8Qqq++5nXnnp3Y0yZlqW4aDKl0EsATfIhZ4R+zss9zh7MPWj0Sn2DIe3pCDHs1s48NHyIQcavmhLz0qB49ze6MoZx7ikRuRRjwjOsAkA4HydZAzPv+Y2Rtaja/yr9Txhq7R2CAAgtRzLHl6vn5/b059WB5b22Sps0/9H7dG2tBC2REtVIHORVCjjU4FdmbcrS8hxVGPISbaGKFScl+wUBfQ/UhMoWZyWi/Qq8IujY20l9g0LDpdBlBIS/wG0kI1lzhxtSe6E6bsEjPqRgpEGJx3PWCFCpSTy6hUuDp8KADCcwLSRjkqarWgjFfd72OB+T82TQkhISHwZyHFUc3zxSfb06dPx+++/4/79+zAyMkKNGjUwc+ZMODnxL/k0+ZVt27alk1/5Z474rwkjF3bLupIKq/w9P7p9w6Qd2Dhp5+c2SUJCIruQadX/U2grAfM3xAU1x8c5obYRKtm3CLaZQCHKejEKSEhI/AeQ46jG+OI62T/99BM6dOiAKlWqICUlBaNHj8bff/+Nu3fvwtiYAkK8vLxw8OBBrFu3Dubm5vDx8YG2tjbOnz+fxdEJn6uTrY6sKBTHlDQZntZ5PoLuf3gJ3rGiA/xWemFun6V4+ipjwE5CSQ4geR8Wg/fhsd9VlkOJbwuZ0TfUgxwzezYze1c+JWvn52b6/Byd7FoNJkJXV0N915QEnDsx8bvXyXbpPw06BoaIqU5Bc8oUpkgcq0s0EYWaP6rDdBJMTvkpQtj+rLRKlKsdoKXtm80481/eqgBevYICWgjTJRqIIg+dRyeONZ0LpHCAWKgxZbkzNmHKQnQiBSca6SfhbFdHnOlaEn8uowxt1qc46Ou+D2s5F1TJSBu+Y3rC+zL0DOS/FSdsNZfSsxjQq6Kw6bzkY6Z9KvdePyRszVp0p8JfD4Wt4kVq7zUvV2F71oyzSJZYRHkU7o1hWkqxXURFeNJeze+l+jLbOXCgYafC/L4s2tYMAGB/jL839vOeAACiUzjrYMQwomroxDLFJrgu6YPbnmYqyvS960W570RfAECHYUwJOhdGutV/n+PgRO1kei4KneQfTHrhfL+0YskeX5zvR3AvaofZQQ5YrOB9EwDw50PWmLY6yNeQbELnUejxc5j/L7p3gc2NhK34LuqLKLXVj+LmTA2pn5eyJM6501DYytlS8ObDTewIjHSizrc7w9MjbbXgXvvRdL/PP2At74YunIExDdfXEBWlXA+mBr0ayvskpK2Kq83CXtWn90KdqqT8kWgiVnN47Nq6ZZEody5cCwAQvJv7b6vrGgBAx4VMCYopogpeXRGJFEUiTtydLcfRHMYX92QfPnw43f/XrVsHKysrXLt2DXXq1EFkZCRWr16NLVu2oEEDCvteu3YtSpUqhYsXL4qMPf8GLG0sUKAMc8U+RgMxzPNxikiCKrnBo+uBePY2I9csVkeZwSYhIfEvQ3IJvzi67b2IAv04YcrFBKJ5mE/kCTNCaPzTyaJTFVpa0ElNRbCFGRp3HA8A6Dton9g+85QHAKCd2+VM95eQkPgXIMdRjZHjnOzISOLYWVrSL+dr164hOTkZDRvyL0lnZ2cULlwYAQEBmU6yExMTkZjIv8KjoqIy1PkUePRrhG4T2mlU12+lV9aVJCQkvmpopaYK2TVN6n5PyKlx1CQuEToh7ESwReRHaqt5q7/M6SUkJP5l5OZxNLvI0Um2UqmEr68vatasiTJlSMcxJCQE+vr6sLCwSFfX2tpa5Kj/J6ZPn45JkyZ98fYdXH4Mly9xqllF6JsMdZx+qAjfWR0wc+FhPHpC3hrDh7SEGPqjrahXNsUM439uhuTapRGrqqeuK5yT1JDMlv4/R80jO0oQn6JIkqPqERIfxcfuV1Za1pmqnWRxDzN9lv7L+65U/Wla9zvCh8bRVT4LYWKqjU7zaFk53oY/itsjSV1h42+sFGITSCt1S1xXAwDyXYlBaD5TsV1bNce2UNO51lObhKfRQLRT6DwpRkwBsI6KhLYSMNJPhs0J1Xg8iNvqvIxm5juT2RnjeIvO887t/+2dd3zN1xvHP7nZyBAkkQqCWKWooEGVUlutqqA1apQmVtrao/2hqFbN0mqN1ipqlJZWbRVBUI0Re1QlQWQi635/fzz3nueGkJuIzOf9et1Xvnm+65zzPfd8z33OM9gkr8oSjsIQ6UuRF/5rwuYHms5QR43jSQf3oHeUTuMfIkmVeIy3uUTvpw7t2T9H9x+N9ec+r6NkFv2ojBf78rUrL+Xy3H29vOHWHK/HKs6w+qnnV7K7F5k53LrA9VoNNrVKLElL/1s3sKnOlgSKOLH8VU77nFKTrnnXJHZ2kz70HQyO9lGyU4n8Xb3dlMqzqwOnEu/wK8UmT/yGzQT+a0fRXixSTeKgz+EfWW+6UaSaK4lch2r29F78TN9ayfZtp/Y79t4XSvbKNTZz8PokhMr1Hkf7ePMbihTy46y2Snb+PXrG3lPZ1EL3BZv8TAumlRCXv3hl+t539GxiP1ciuFQiM5qiH19VMr1PNbVtq6NnV+YXfl6Hncn8J/4et7OuKrXLiVXcji9c5rjVvl9T/O/gAWyiBI1Mi1yPcxQb3Qqap1iU55X3t94fobYtWtHfeTW/V7KHGkVYSfDk757HfsPxiUmwSH18xd1sCvE4mlme6yTb398foaGhOHjw4DNdZ+zYsQgMDFT/x8bGwtPT81mLh6jwaMSG/qv+T2/iYYwKcuFSBM4bJ8+hNEjceJHDBDklmxvgTBCE3KIwa2Ce1zh6d2Ax9Kz/nvq/9CgaC7/8nUPLuVaKQ6nkOEQUdUKr3mQG4nKOJrOXu7Bfzckpk+AcyTa9giDkPQrzOJpZntskOyAgANu2bcP+/ftRpgz/+nJ3d0dSUhKio6PTaLMjIiLg7p5+OCZbW1vY2tqmuy8rmDpeZaRVM2q3Y8pbIcra+DIgBzHTeMDGcH3WB06jaDo22UaeNSa28XxTJzUrg8Y8jePaM8Tjzky5VDzlTNyvsGuwcyLj5ZPaPrOrEenFzgagvjd5OatpuhRiW8InjaMLIprBJsEG7fqSMuTwxzw+7vQhR6q2HQ8r2e+1SaP33d3GSpaUwgqHNzcdAAB82PJdJftRo8yRusRUuO9i+20AgMbhUY3xr4vqEtFuM9ldX3jAUaduNyCtdNWFvOq4atePAIBWE1jzef49Z7WttMhacSXbPWk2AKDOxhFK5hZEdQh7z0nJKq1jh774uhSP+cYbrCW1jiNHrqrzeRXW4gHV4YU97NiHSzfUpksi/Qi57cNxjsN96ToWKRwxJeI8aX+ntOZIVD++w1rblt9RO2+K5/abM6U7AKB4PMeqNq4YuK1jx7yQzvTjyv4uK4fq2fGqbpVBdP7Zr1hDf+9TcrQsVobb5P0Air3dw5EzKHY800NtL1zaEQCQXJ/t87fbUP/x+JH74s1XqYz1D3ygZKVO8Rew5Qly/hzkzLGjXztBKwr3mvHKA5Lp2dwbyw6tF06xQ+PoVyl85MZv2Fz1zdN07Z/GctsXmXANAPDwjVpKds+bfwxG36UVDpdtnNU0wZ207K6sgEZicVqleWEDa6+vLWQn0Kj/SGvdfMlJJXvXoOmfUKSLkhU/SQ6UDv9yGUuP4Ta/uqgyAGBPPGvbj/agGN32Hbi/Ft0YDABYfm0/4uL0qMyHZ45CPI5mFl3Gh2QOTdMQEBCATZs2Yffu3fDy8kqzv27durC2tsauXRwjNSwsDNevX4evr292F0cQBIExhp4y9yMIgiCkRcZRs8l2Tba/vz9Wr16NLVu2wMHBQdlZOzk5wd7eHk5OTujfvz8CAwPh4uICR0dHDB06FL6+vjkaWUQQhMKHhZaJJAqF+90gCIKQLjKOmk+2T7IXLVoEAGjatGka+bJly9C3b18AwFdffQWdToeuXbumSUbzvDGaiZg6JCIdx6wb3Tl+aaXdlGHM7Y9biDex3wbSppk22m5burki5USwWeVJb5k+o6V2o6zoY3syrldGS/dZMWN4mulHnjMVyCPkRLtk5h7mmg5l5BiZE2Ywz4wkUXiM6GR7WCfZ4Na7NIbZWUTzzg/IhOIsyiuRfjotgVewZ4eyD6rx9vyzTQEA2mfs0Gj/QTJgtBKxIPm16eRAV3UMm35E3ymCUohH9J0iWHjmNQBA4g02u6hwjkwVKq+5pmQ+G8jOPHgqO8298+Ygtf3jr+wMZsR3EaX7rrqeTVc0OzIHqLqQ65JSku8dZUinrt1i2aiuFF5weUhHJRs8YwPdtwbHt+7+z1W1/b+d5GBZ5Tt2EIytTOYiHQew/9Le8Y0AAAsqN1Uyrzn8Djrcm0wZ3t5yTMks36G2fH2MaRAB2l55sb6SuP2PHP9uvMEmECO7DlTbMb9QO1eayqYYEfXIoa9oOD/XZI2mEAujaitZ5D42K3u9Ozksnh1dQ8mutaH2K/WAzSp/9iMzkI6/sZer40U2MVl4gvrCdo8XlcxhEZn12BfhBflbDalscY5silJ5CKdn372fzJ86fLdXyQY4kSnHr4euKFm7E/Qu/WI/m4vAktOqr6hmMOEJ492jx5Pz4oOSXB73Q+QEu+wI5y9/ZQv7RbzwAx17wNVkFX9qEACg3GYWxRqmJHf7sTOxxVSOt+1yhOJ2vziJ+8eaieTU6lCM+6HVajJzmXW7MRLjkwGY3CQzyDhqNtk+yTYnt42dnR0WLlyIhQsXZvftc42oyFis/GoHoiIlLpUg5FUs9PQx91ghZ9lUvB6KpCbivmX2+eAIgpC9yDhqPs89TnZOYm4oO1NNtedP1x6Tmzo0Jg9r/8Rrmt7v9vGzWHH87BPL8zStdEay9K55ZgJfu/JgchA6v5g1FeW28o8do4b7SaH5nnSPR8vzNM17RjIh75KVkIrKeTi/ObGKBuYxEia7w8rKDre/IK1l6XFc76RStGZm8y+HoGvjdQYAcCeZw/a5WLGGrXk50qp527OG2saC1v3sSiSjzSbSvG7vSJq/qzN4Xe5LrSkXzFAM/zf+UKIFlm8AAKpprE2tOo9WG99ZPVjJVv6yWG3X38yaQyMhg0nr7bfzfRbq6JoWNvxavGMS9s5tLrWP/cfcFj9+RM6AFtbcZqs6UZK1nv/sUTKjxhcAyuyiY8/3YwdLY3XK2nB2Qrs7pE22+5Tb5+JE1pLe/oA0wl2PsdbeeQPJvnuxpUm96E+qF0dt6bCEylbOhrX2H1V7S22nhhlC7k3g/SVn0apG3285OdCEQ50MJ/DzcL/Ms6oLQ8np0Cae+4fmTvsbf8UJhbqspyyhVeqy8+WtJvyePvf6fABAUCI72E4aQfceVJa1/0uvkzPuf8c49GKpg9xP/zpHPmKtfE8r2Wt/Gxw1OeEltr5EzrbOg/m53XfjZ/z1LXrG537iDItjPlkDAJg3ubuSxVSm59G7C/fNsqW4feIq0LNNdOL2OziezGZNzSwelqT9D2/yKsq8RZxRteMOWgF4wepPJbO4SH03uihnxLw3jc6/esUJqfdNHEYzi4yjZlOgJtmCIAhPRbziBUEQng0ZR80m26OLFDTuRsVj2eq/xAxEEAoAxviu5n4yw/Tp01GvXj04ODjA1dUVnTp1QlhYWMYnFgIiBzjg1nBHnOhTNreLIgjCM/I8x9GCRoHSZKdnsmBq+mCMJ237q4kZg8l+UzMRIw/3XsC6vReyZA7xrCYU6Z1jNGlxuMDH3fqwofGOSnatAy8/lTPE9U7PHMBcE5JHy5FZmZB3yUrccuVkm00xsXMstvZzXObct28f/P39Ua9ePaSkpGDcuHFo2bIlzpw5g6JF03NVzhvcDUyEZRHgu5oUb3r1Dxzl6dxbFE/Zdwv/WCiiI4c1nYmxZSp4vPl1P8ULHtpqh5LdGkCOfevu+gAGq4XLn9HSdcVR7OB2aQYv7a+tR5kMdydwMN9qc8hRcZvGmf8qlaYLrvyJnefbj+WY2X99RqYh/boOUbLWR2n/rz+zs2TvZu8AAK52NzE1+JvH1JSiZKoQUJHNQCa3p1jGlVdw7Gj9BXKgm7Hybb7OSb5OkR0GR7zXONvipNYbAQDLA9mBMrwtvZ4dXmYTkgeJnKmw8vd0zzu1uc0i61Gf7dViv5LtH03vh/80NhvYMc7g0KdjPVuFm/yMr42m9nWYwuYJt+uQnfyywVxG6zeoPK81P6Vku6zYhKL4x2TKc3Ymm3647aB6VazHTqfOhhDe5+04p0aVXVFqu2mrbgAAT4doJUteQiYdU7u0U7KUu+RM6xDB/fHscu4/7vHUPtPvdlYyn4ZU75Br/APQxYn6q8O//Ny++3CB2h7fjZIvvTQ/VMk236GY4mOmcBKmr3tQ/+j2I5txfP9pJ7Ud/ZYhqPYJRyV78Ab15/Imsb59PyHTq/Ofs+PnqBUD1HZFByrnlG84Nn1Rw9fYdQk7xlrYUx+4PrQmkMh9NtOIuYjZFKhJtiAIwlPRYH6a30y+G3bs2JHm/+XLl8PV1RUhISFo0qRJ5i4mCIKQV3mO42hBo8BOss3NPmcqSzfE3yP7AGTJ2etp2rknlfFp2RRPffh4yMPmZ95M9/qpoF/8pnVIr47ptVl65RRNdd4nM5rhp61mPOncjPpKZsmpPpWT6YBjYihEm4uLyzNd53nzVvkTsCtmBf+zPQEA8fs5g+B7W+mHw65WrJ2svpW0k6VtOATdrSR24vNvSY6Kc4M4q97FWjQGlbPncGIVR9H5Z0dyyLcZtdeo7fGvkhYwog1rGNttIg3t5Y18zu06tEqQZPK8Ik2G6xaLRgEAPMEa81RD5Lo+jf2U7Oq7pMFOteXr3K7Nr0j7BlT2/21jB8EqP5FDX9h7rCWudoG0ks4XTRzcBnFb3a5FDuqBrbYq2Zpq9D1K6s6OfUZvyKjz3H8sTBwM/x1NJowfVNumZJ7WpPX+Ibyhkvl8RprM2BQ7Jbu+vjyVeyBrUKt9weU9OogyYr56l51G3Q+Sw+fVCdwmlSaTJvbCwepcBksuY7M9FB7v4rZKSpbsR2Wcsrkbn3ONVkeK92Rn2QujOSNmVzdSda8LZuf+ohWprcot5PttWkvOgE0/GalksXxrLOq2BAAwPow12cH/0AG2kdz299dQu8Tc5z7T46fharu0O2VevDCf660zKL2/3sJOnpem0CrDF6FvKJl7NGdtNDoy2tTi+7zkTt+v2xUrKNnrxfcBAK5HcmVuTeDr6CxI611qBkflKfk3yRJbcNbO+ADqh54TY5CSmgiTBfFMIWnVzafATrIFQRAeQ0MmljnpT2xsWn+MJ6UnN0Wv12PEiBFo1KgRatSo8dRjBUEQ8hVZGEcLK+L4KAhC4SEL6YA9PT3h5OSkPtOnT8/wNv7+/ggNDcXatWufd40EQRByFkmrbjYFXpOdGefDp5lQZJTtLiOeFos4PZMV0/KYZpaM86b/vo3xwNO4vZ0dSEr/+rhDZ3oZIdMrT0ZmBxInO2+SlSyipqTnOJzeOfnuGesBEx+9jI8FcOPGDTg68rJ6RlrsgIAAbNu2Dfv370eZMmWeemxeYPXa5rC0tcPSwbTUPiCpt9r3x7uGTHQerI/5ZxCZL/wcwO0wxGev2v7mNMUqrj6FHduu6NwBAP12H1CynxvzErqRFc1fVdvaA1rudurOfWzNGXIWtE7GU7FM5IdcZhctxX+5/lslG9mLnCBH72GTjT6/U7xp3QOuq9cWXsa/Xpuc/E75zVOyxhfJhKD6TC6jlkxj9IMe0XztipwFeOG5NgCADYGtucCt6E9MBb534NubAQBfhTZXsuTr7EBbpivFel7bpa2SlQ68CABIGMKmFqevkymG1VaO+Z1ahOqiM2mny325r9Y/TE51HqfZOa79GopH/dVv7Gg4fhsFl353GzuVOp/lOmydQGV3LMVVbfwGmZBsO1dCyWIqUnmsE7lPWV5l85ZTA6nsNsu4POtbUyz0Ia/3VLJu7foBAEqcOszXXsVZGwPnU1z0uNomMaJtyeyi/CY287hdh8pjs8VZyWxMxo24MmRa4hYUjUfx2MdZNDGEVsGujuU2KXKWs3HaNiDH4uFv7Fayze82pX16dnyc8jc9Y4vm/AxxnLcfelCfe30BOzkWt6bzvw/i75Sbjga1ax2dkPrwIfD3Y8U3jyyMo+ayf/9+zJo1CyEhIbh16xY2bdqETp06qf2apmHy5MlYsmQJoqOj0ahRIyxatAje3t7qmKioKAwdOhRbt25V2cXnzp2LYsXYkffUqVPw9/fH0aNHUapUKQwdOhSjRo1KU5b169dj4sSJuHr1Kry9vTFz5ky0bdsWmUE02YIgFBqyEnrK0dExzedJk2xN0xAQEIBNmzZh9+7d8PLyysmqCYIg5AjPM4RfQkICatWq9cSM4J9//jnmzZuHxYsXIzg4GEWLFkWrVq3w8CH/AOvVqxdOnz6NnTt3KoXHoEGctCk2NhYtW7ZEuXLlEBISglmzZuGTTz7Bt9/yD/FDhw6hR48e6N+/P06cOIFOnTqhU6dOCA0NRWYo8JpsQRAExXMMPeXv74/Vq1djy5YtcHBwQHg4aaycnJxgb2+fwdmCIAj5hOc4jrZp0wZt2rR5wqU0zJkzBxMmTEDHjhRK8ocffoCbmxs2b94MPz8/nD17Fjt27MDRo0fh40MrX/Pnz0fbtm3xxRdfwMPDA6tWrUJSUhKWLl0KGxsbvPjiizh58iRmz56tJuNz585F69at8fHHHwMApkyZgp07d2LBggVYvHhxuuVLjwI1yU5vWTwzURayO2KCKebGIjY9LsFoYmJSbocL9Mi2TGWP4YfLaenK1ETENF08nmK+8axmHhInO/fISrx2c69TYJ/hc3w5LFq0CADQtGnTNPJly5ahb9++mbpWTlK/wz+wKWaDbyKaAQDernBC7bu2mJb0b3xQXsluNqNIIkVNFDp7PuL9Dp3IpKHiz2eV7OD39LJzs0xSsjn/I01VGStO9z1w6UC1rTOkOf/vII9rqY609rxu4FdKNq51LwDAqJ4dlCylFN8n6kVaIjaN5a1LpOX1z7r2UrIF6ym+8bTxfZWs3Qo2b/n6DIVhXBnHdXU7TNEazg/hd8b4jmSqMHUbR55Ypvmq7Q/bU1pyuzfZ5iU6lZb+//DlSCpfWXcCAAzvvkXJ/nTnmM9X3qdrOl7l68QNJruMRA9eFk+sTuW4Hx2tZFN//AkA8EUAx1W2O/CP2r487iUAwKtz9ynZ+o/IvMW2Fi+Av7fGHwAwqjOnWo9qyvf+qx0t4XfafkbJ7uvJFGNLt9lKdi6Jos8sGMYpyZ1vs8Nx2GKKbuN0gE1IrtUtDgC4eZzjmqe8T6Yf1i41lcxpJ//AXTCe0rP3P8EmUU7rKAJIsx84tvjiY/Ssqx6PVrKZW5ap7dEdySzl/EdcHtylFa77UzluefgY0q4Oq8Gx1Ze1aK+29TY0xvxxh/uKxelLAIBzc7kOLzhSRJZiM84rWZGdJrG1A+h72mUzm4tMuUrfB6t7PM0b2IRMfqb+1x76B/wdyTRZGEez4kD+KFeuXEF4eDhatODIRU5OTmjQoAGCgoLg5+eHoKAgODs7qwk2ALRo0QI6nQ7BwcHo3LkzgoKC0KRJE9jYcNz5Vq1aYebMmbh37x6KFy+OoKAgBAYGprl/q1atsHnz5kyVWcxFBEEoPDxHhx1N09L95OUJtiAIQqbJIQfyRzGuDrq5uaWRu7m5qX3h4eFwdXVNs9/KygouLi5pjknvGqb3eNIxxv3mUqA02VnRqqan6c6KFs/UYdGojU5PlpXrnF/MsUErDyYnxgST46K2mzhaGHiS49uj+zPS2hdYjWYBILueTaF6xs/RYSe/cvBKReiK2KFPDdLAHvJ7Se17eTVpo/9N4cbo+A5pd60tOE7vBjRV2ws/oBj+Q777QMm05qTFGuDNTnwxXWg1rt3YvUqmu8PxpOcdWgcAGNaQMyf+17E8AMDFkrW3FgmkCe/txg7e0QPZ067k9/RS7LKeYyd3XRIEANh2mTPofXOT6vBiIGt0rS3Y7bz8NKrvN/U546HbZXI+PNbreyV7eQPdZ2L7jUq2rjFrJde9TEvhiU4cl7nnp78BAK6M4HCP1nUoLvWPk1nz6XietYED15D2ePYWzo9gkUra3VndVyjZ7GGkrS/6I8cynzmQyvDdN3OUbFjF19R2pfnknPh2L9aMbqzcFABQ7juOrnx2OmVyHOh0Q8nqzgzgOrxBE6zfa/IYc2E5PfeD8zhr55h1FB/9/bkblOzT1T3UduX+VI5aR1j7+sUAqlfJ0Rxb23YBOeVGV2Btuttuvvfk06SBLnePnQov/Y+ew+LDTZXM6yfq7xW/u6xkK+5y7PGrnamdK3hwvZ3KUz8MP1hRyXCRVnUW27DzYbwPf2+qfEfOlqXeiFcy5yDSflvG/Ktkya9THW32cL8+cYZXPTyqkr607+H3lKxoEK2OVDzI36mpTtRXip+yRGpSKvgOmSQHHMgLCgVqki0IgvA0JImCIAjCs5GVcdToOP4suLtTlKKIiAiULs1mQhEREahdu7Y6JjIyMs15KSkpiIqKUue7u7sjIiIizTHG/zM6xrjfXMRcRBCEwoPEdxUEQXg2cmkc9fLygru7O3bt2qVksbGxCA4Ohq8v+Sj4+voiOjoaISEh6pjdu3dDr9ejQYMG6pj9+/cjOZlXxHbu3IkqVaqgePHi6hjT+xiPMd7HXAq9Jju7lsrNNQfJynUqDz7ymMw0pndRQ6zLMxPY9MPTxAzkRnda0iv95bM5yGU3mXFKFfI3eeZZ6zXAwsxBX184JtlNKlyATTEbbLpGZiKuNvxaCHmHzCl093jJubMTvbwmtmWnwVd/OK62p3ehuMWbtsxSspENKYX2mQVsilLmN2rf/YMbKJnOlc0zOnxLMWsXH/hayQYcIYe1AT3YJOHiWFp2/uSTfkrmksQaqPsp5NzkcprrfPJlcqb8qtY6JRu6lmJDB/h9p2RIbBzuAAAkr0lEQVTDf2BHzPIamW84X2STBX1FinO8MrYy3/sUraO373pFyf73Kafxtgsn8wRrEz+wLsXILGdVGMeg7t+DnOW+qNZFyR6UcFbbaz+keL2DZ/2uZCsvkxlh6ANPJbNMovX6Ww35uc6ssBMAsCWOn8e18WyWaG0ID971u4/43tUNE5KeHI8YepLFaxx3+vNhS9T2qLnUflemv6JkFZeSOUTLFUFKNr0SxbKO/Y1TiY/026y21+0np8vTMbeU7NdV3wAAah7or2R9p5Pz4rLtr3MRHdjx8fIw0ivqU9k5sVKPUwCA8Rd5UjZlRV8AwF/L2aQl2ofraG1wWIxbyuPa7RJ0bef7PHEr+wf1lYseXAabKDYTulOHNLvxM/k52MTQd6D3Ao7hDoPf6O2UaCUKu80hQiMaUHkc/uLY2cXDqLxhQ1g24VUyMfp5fhOkpCYic8HoTHiO42h8fDwuXryo/r9y5QpOnjwJFxcXlC1bFiNGjMDUqVPh7e0NLy8vTJw4ER4eHiqWdrVq1dC6dWsMHDgQixcvRnJyMgICAuDn5wcPD8ov0rNnT3z66afo378/Ro8ejdDQUMydOxdffcUO1cOHD8drr72GL7/8Eu3atcPatWtx7NixNGH+zKHQT7IFQShEPMfoIoIgCIWC5ziOHjt2DM2aNVP/GyN89OnTB8uXL8eoUaOQkJCAQYMGITo6Go0bN8aOHTtgZ8eRXlatWoWAgAA0b95cJaOZN4+TSDk5OeGPP/6Av78/6tati5IlS2LSpElpYmk3bNgQq1evxoQJEzBu3Dh4e3tj8+bNqFGD/SbMwULT8t+bJDY2Fk5OTmiKjrCyeNzpLz+TFWdJI0/SFhrlRo02AJT+8vEskE/LSikUXPJbhs4ULRl7sQUxMTFm2/gZx4wWFYbBSmeew02KPhF/Xp6XqfvkJ1SblBkCK50tIt8g7Wep4Ch1jOey6wAAZ2sOs7fuMGk8ezf8S8kuxLM3/9V5VQAAt5qxs2T/hqRhbFyUQ5DNakqa2PtLWbNn3/We2rZwIOe1e6+yg1dEe9LOVZ3IZTw3hZzdSm3n5+o+iLXI48puAwCMHD1UyUr50/6z+1lzahNHGuhBfX5Vsp8/aqm2I+vSu6bcLyb3Hkoa0fNtOW5utbUU1u7Q218qWe83+eV9x4f6kiXnzoDX4DAAwKntVZWs7A5SdbvM5e9l0CnWIg999U8AwOo5rZQs1uBz98Je1qbajibtr2fRaCX7M5RCAVZZzNrZdss5hN3WgU0BcKhDACg5n8pxP4XfuSdPUfuV2cnTiIh6/DyrvUqOg1c3sDNgiTN0zxdnnlKySx3JoS+hFr/DdEncf2zGGSI6tLmjZJdXUD+rMJMdCSMaknOnx2/cZgv2rlLbfhMp5rHX+2FKFvkp1eHqm1xu72HkaGlhbaKHNNHIhi0gzXu7l7kOwV+/DAC425TbtOISqkPMWM4meTeMM13q3KkTvFAyWsnmVV4LAOi0bbiSVVlMK0nvb9qmZCN3s2NoBYOjps0dvs+rKykU54ZFrNUvdYL21150ConxyZjfWMbR541osgVBKDyIJlsQBOHZkHHUbGSSLQhC4UGvARCbbEEQhCwj46jZyCQ7j/EsphpPWu43yk0dH9MzDREzkcJJVsxE8puJiULT08fcYwsBLiviYF00EddukXnCjEkcY3ntPTINGVyCzctC/0chrA5VZNO2a+3ZsauIG5ldVJt9W8n++ro2/dW9zDc2rJrfiORlZ9sANhd4qztlG2xSjB37HHS0vD6wIy+lFzMMW40CDyvZmSZcnhEdyEzE1Z9NSJLfIZMHr3B2dvvqwl4AgN9cdvZzGM6JJxLvkCnCtiGrleylw5QxMV7PJgI6DzKtaf0ZX6fIdHbEjIshs4RuVTiz5tYVFEfZ5QabPtwYS5OTyLtsivNiNY7LvOI7cgacNGqlki2pbnDArMOZIRM/J2evkwFFlQw6w8RHz318wxg2O/n5J3IA6953mJId2UfXTC7BJiTlfqXzk4ffVbIKH3EWveSF1Bf6/8kmON9/Q86dv+1lp8KKnhS32uo+199y/99qO+wtOtZyGjt0dvSmgABdfuZY3u/+OgQA4PAmB04b0I/7ytffzwUAdNvGpkPef9L5Wmcuz4/XyHSmX5OeSna5N/dNjz+pnENa7VWyfaXo/DKbeFqVOJG+AyU+5D5+h31p4T2FzDeuvO2hZGOsydG16tdsOrXuD8pGuiWBy+D8t6mpLPW/8MYuXJ4B9N0tBY7BbWGY8K4Lrg/9g4cAOJtoppBx1Gxkki0IQuFBljkFQRCeDRlHzUYm2bnIszgaZiYkWnpaR+M907tOngm3JuQIWdFK59t+IcucjxFy0xOWRexgdYSc+PpZ91b7HBeS9vZoAmv5Lv6PXhvWd/j1UewqXy+hDLXbxX6sgW3bksabd11YI/7VLXIqPH+ZQ5G5nGNN5uallIFwkyVnIvTcRP3uxz2zlezjS28BAEKHcPbGW+9ziDbPzRTutMpo1iZ7/U4axrk/cfbGD6+UBAAc/2iBkq2K4zp8EknZ8pbEsDZ1YW3KVFhv7YdKZhNN2tsavTlA2kel/1DbVaxJk91qIGfEXPv1FwCAEV6NlMzuLmVGfFCSsxe+NWWP2p6bRO0Wp+eoCuPOk1bW/2sOx5dQjtpUF8uh3HTWpF3UxbMG3ukj1ka/8hPVp9RHvBpR2yEaAOBux7EH/3Qh58MZFXco2Tf32VnUYzPFApx9kGV2BmVr8yasqd6trw0A8J5p4pDYj+vgXJq0un/V/UHJXtxKYRw36rhvvupDoRAPnKqiZBadWKt9IYnSZFeveV3JKh2l52X5brSStTtCqxBTdi5VsrGnOQzjQx9qv/Z/ska8ylxaFTn/eR0l21qFVj3mLWXnw7u3uY+fH0DLOZW/Z4fOWf1+BgBYb2cN8KJoCvH340Vukxf2swOuMeHLwyasMe+/ksL1JWv8PV3Z9Q3ayMQwmC4yjpqNTLIFQSg8iAZGEATh2ZBx1Gxkki0IQuFBQyZeDs+1JIIgCPkTGUfNRibZuUhOORo+zQwkvWX/Z3GEM+f8fOs0V0DJ7ueQp82NRAPzGPpLxQA7OzjfpOXpeqXZQfD9xeQA1nlNoJJVWknOh9Z32Gxgzm+8rD6ycXcAgHb/vpJFNiHzjW4HBitZt5qUJdL1V17iTipqobaLRhhi/8bx8vrZkeR0+cn1Dkp2/mJpAIBbZY5zXKPrWbUd1Z7MJNYd91Gyij/StZvPYsfHSwMplnOjz95Wsm+rs1NhtU9oeX5OHzYxWdubHAT1try03+ktymT4qSs7NtZYPlJtz+6+DABgHccOhD2/IPOEpDFKBPdgMuVILsLmDmv/Y2dTh//o/I0R7EwaeoW+e+/13q1kh14n2eWhbELhfpjiaKeUYGdIG8Spba/N9IzvXHZTsqN1Kd203Q12bCw/g57hiG/8lKzK7Qtq+43iZDJz7O9aSua6iNrn32VllEwbZjB3qMOmQ86X2ZTlShw5srYO4EyfHoPJxMJ6LsedjhxG53jX5aycV4fx93jSCeo3zSpwGX/fQiYYnVcdVLKDn1KGyiF72HSq4mruh9faUJ91qBytZFUP0f5bNzg76t775Ii6d2dtJZvSjR1nx56nWNd+G/l5dT9OmUc31uXMgqWs6Nl09WITm3Ib2MRkXVdK3uLXea+SLe9MjrFXunH7lAf14fNvLkJsnB6u3C0zh4yjZiOTbEEQCg96PQAzvd31hdsrXhAEIV1kHDUbmWQLglB4EA2MIAjCsyHjqNnIJDsP8zSzivRkT0rJnt51MivL6N7pyZ5kNpDnTAiEbCUzfSrH+4K8HB5j49tz4eCgwxvrKOX0xRYchcJvAEWZKHGTtVHzViwEAPx47xUla72XoyzM2U1poaf9r4+Slbch0wm/mhzT+OffKJJGchs2C7C6yaYjVt4U31d3lFMxe6+kZfOTzhzh44WdZE4xdsZyJft0aj+1bZ1AZberxuYkl/uROYRLIkfueGXFSQBAcEs2Y+jXkdfTDx2YBwBoeLyXko25QjGN7SL52kcCySzFtwJHCilix2YwAbsptrbDhxy/uEFpSjcf9hlHSFm2nGI6D7zAphgXT3C90YiuWWwgm3w4tKP2W27tq2TlXqL2KRLO/dkY1/re7+5KZmGS+lxXk4516HhLydxHURST1KKcsj3Fh9LAey9kGSpyGddFUHniKnD/qXbQGQAQsofbeVK79QCAtVNrKllc08pqu4ThGQ+YsV7JvppHZj2u97gdmxyNBgBs/pL7cIVZbNZ0uSv1pRGv7FKy0HNkynImtrSShden52njyGnKba/xdVCG6mCxt7gS7bYks5MXFh5XsvXNyGSj23Q2RZk+h/uP5zVqt1e6XFOynpXoO7Immt/n/i70Pu94tbGStfM4rbbPfUDlaWnFJlp6e4qjXeoEmyVZGLTKU++8hMT4ZAB830wh46jZyCRbEITCg4SeEgRBeDZkHDUbmWTnYTKr5Sv69398bjr709NKmyvLaH92OVAKQnpkl7OspumhmZmBzNzj8jtL7/nCNtkaL/uSNvXE1+x8prMkLWGCnjW+nYLJedH5V9agWrICFmsjGwAAHPv+q2QXYksBAEoXYaew9q2DAQDX7nOWugshrL2Mt6V7Vl1xScmuLKDrWJg43/mOo+ss6NRJySZvXqa2Z79PmsP2nY4oWcgochYM6VtWye78QPXWanNdonx4JO3wNqXqK27DjohhvUgzOtSP40T/9ldTAIDrZo753GLfVbXtZMnaRiMb29GqwIOmrBF/7c8RAADn41zX1JdYY7yyxTcAgFFHhihZQj26tucPnA3wWlu6pks1dpS7G0wa7IOBs5Ss4V98nUpudGzU99w+sU2o3kXD2QGw6+SdAICYVM6wGZ7IKw/BKylmtGcYOyIeT6DMkSO7cbbBeV92AwA4refvd8MSwWp7/+fUPrMXslOqTYIhHnsAt9lnDv8AAJZV57jUZQdwfPQJpSh76PJ7DZXsYXFaETh9uIKSWVemFZPyY1iTHfM1P/fUcLpnfN0HSla6FPXtdwaxU+WEPRTfukoSf39sY3lcaTNjLwDgrRMDlOz3l5cAAL69xzGxO4SyA6aRrTdr8D+GR/KHSdZKv18oNvv6phy3O65BOQDAD4caGTI+/vbYdc1BxlHzkUm2IAiFB00zX7NSyJc5BUEQ0kXGUbORSbYgCIUHLRPLnIX85SAIgpAuMo6ajUyyCxAZOSymx43u5dS250+PO0FkxQlSKDxk1CcyMiO69SEt25b+8tBjxz3RlEmfCGS12+n1gIWZy5eFZJlz25/1obOzw7dvk/nBPoeqal9wC3oGlxawU1g9T0pJfW8fpy4vsf2h2o75mpbGq2yIVLLfTtPS9r9FnZWsfB8yAwn7mscg77ncD65Ppr7h9DObGniOpKX9et/+pWQXE8iEpPsGjjUcuJYdHytdJLOVGw/YSe3K27T0X9KZY0Pfq0xp1QP8NyrZT/1bqe2UYmSCYXObTQQcQynt/J8zayvZpXFUxooryivZrnZsWvPBLjKxOPOQ+/eZMVQHF/YLhRf5j2LYQk4lPm36u2r7zwbUpvEvsLlEue9p+8YAbrPZPuQsOHIrmxx4f0bxwfssYfOL1Ol8nXPX6HlXXssFuv0eOeJVDOQY5Gu/oPa5x10GOhMfSGuD/+GNFmy+UtoQTzq1G5tfFD9n6D+fsOnQun6c0r5N4EkAwOFb3FeSd1D8Z/19nsb0WDMcAOBwg8sQmuittht2uQwA8C12Uck2ViAn0TJ72DRI9wc5bM7ftVjJ2q78mMtryMpecgmbIFnUoUbYNIfNM+xvUtmcG3CfGTqRnTfnXiSzFgc7dv5dGEXl+eMmN+p7XvS9aF+MTZAGVGSTmKoH6Lu2N7Cakn3zP3LKLe54W8kaf3IYAHCytTtS9Elgg65MIuOo2cgkWxCEwoNoYARBEJ4NGUfNRibZ+QDT0HxG58aMQuaZS3ra64RaHnw/M6+Tp7P8CTlCeplFH9336P70NNjpnZNGriWnKzcHTa+HZqYGprA47CzpuhhFHXR4d+UwAEDFeazluxhYCQDQzOukkp2cXxsAENuPw9KlVmEHsTWvkOPWxPrtlGx1MGWvq2HDz67n9k4AgKod+X6ozo6P2oukZT58kR0xrT8kbaNVFw43d6kPjVfBnuy4VsJkWLvcl0LKjS2xjusQTtkPnVazQ9olP7r21KD2SlZZzxphow1qqiM7IsZWpXNiq3FWvQorqd9E1LdTsmlLOGTcnP6U5c8iifuX5yfkaNizMWtG/00ire5iP84w6fI5q2jL2FD2Ppd2/D2p1JM0mmX1/GqfM4TuZ9mftam6IqRiTvkvnK+3jr+XUe+Rw+u9HvzuKXmKnvHtZiZt0t1Q540cRu/8EG4fjzJUryau/IxjXicnyS+PvaFkle+TJtcimZ0qy2xzUttXhpLWW+vH7Vyl1zkAwIm9nMlyWOdtAICOxVjbPqArO3Te70RlG3mwu5JZWtJztfqY2+L6YQov2PLnj5TMOoX7e8ILdI62uZKSFV1Gfenyv9z2mgMdFzyO29HrS9Ysp+rpmgMqHFayJZcoTJ+FBU9OI5KpLUxHpNsby6vtWrbktPxRk+1K9ssQWplJMJk/VLY/AAA4XqYm9KmJAC82ZQoZR81HJtmCIBQeRAMjCILwbMg4ajYyyRYEofCg1wALeTkIgiBkGRlHzabATrKzK65uXsA0e+PT4l9nxfExPUzjbadHVmJiizlJwSSj7I5GUydbE5mpORIM29c68FJs9ak3H7tOtqFpSLvomtGxBZ+BGwZDZ2cHR4MzF4pznOM1fpR18P3PhiuZe/+rAACLJeyE5tqMYxGHp9L5/kEHlKzvj5QRMtGTTQ0WNFkJAPjShzPgXfHjfhD4IjkIbvfl+5ybR05sTbZwtrvrP1AfqjDjnpI9LOustrU3yezkQAybFZTbRuYNP29comQ1fw+g66zk5x75MpuTuO8n8wx9MTaHmPk6O0kqmtGf2yncji3so9V28pKfAQBTFryjZLEXyLRk5iU2sfGsSGYF//blMvi5/KO2P9/YGQDwWbdVSra0Fd08ehE7MTqFkLNfxduc3fFmb3KQK36ezXdsRnB2x9Q9ZGJTfA2br8R1oUyW95q/rGSl/qY3UmIJNo2xiuRphd0Q6heHH7Lj46ob+0j2lY+S9Vz1CwBg2s/d+Nw73Bcix1JWxvJb2VE1zIIcA98fzDHKvzhIGRa9X2fTD92F62p781xqH68bXO+br9F9Euexc2/F/WSKMuX470rWYy1/B6Z3pTZ/1Z7brOF5yo5aZTzHgr/8Lhlcxn3AsleLsOlM+1rkyPj1XY7bbSThIfczN2s6v5mJ+Ur3pmxqd7KlGwBgfwvOwtrsOO3/aQ87mE75jZwhq8Tdhi6VnS0zjYyjZqPL+JDnw8KFC1G+fHnY2dmhQYMGOHLkSMYnCYIgPAOaXsvUJyvI2CYIQkEmJ8bRgoKFpuX8z4yffvoJvXv3xuLFi9GgQQPMmTMH69evR1hYGFxdXTM8PzY2Fk5OTmiKjrCysM7w+MLCk7TFz6LVNuVpmsWshPcT7Xb+x9y+lZ19IUVLxl5sQUxMDBwdHZ96rBHjmNHMsovZY0aKlow9qRszdZ9nHdtyEmOb+B/oBNti1tiyg7Rg3kt4JeviDIPz2QV2gbaJIc1fMitYkViWtWIOoRT+7PWe/OPixGTSfs6dP1/JBk8kzWDE67w+V2XQSbVt6UbtNfHAViULeVgeALD+49ZKZv8vaaVvNeEQfaX3RantkRtJc3w5idt/5j7SGHtWYCe0XTU2AABe+naokpXfxNfR2z3eb1KLksz6NmdxvPoWOSwW+Y9frSVOs9Ph/YmxAICbl0sqmfMZ0v6W/NvEOTGR2uVqRxNt+mF2DLRIoevHlWXNcXRVkhU/zVpgnaF5bzfidi5agsqbksJ6tpRkvo7VJdJM9+v8p5ItOUUOed6z+Flbz6X2KWLFKxSndnDouVIn6J5FL3A7/tuOnoNfX3YG/asdrVCUWBerZKeXcxpRn/4nAQBVivCKyY73mwAAEjxslWzT7NkAgEVR7Ozn78IrwR0DAwEAtve4Lfov3AwAWNmdwzVazqFVkaTxbkp2twZntYyqa3DALcYacbvj5EyaVI+dQN0MISKLjTTpO8l87wYbSGO+5VpNPMrDJD7HzuAwnJTCz6jILzwmldpLY+bVnmX4/JKkadbbs8a56jdUtvBP9Ui9n4jTfrPy5DhakMgVTfbs2bMxcOBA9OvXD9WrV8fixYtRpEgRLF26NDeKIwhCIeF5a2BkbBMEoaAjmmzzyXGb7KSkJISEhGDs2LFKptPp0KJFCwQFBaV7TmJiIhIT+ddzTAzZJ6Ug2WwH10KBntsoTZgz/TPYXpnw1NBp6dwjw1BrTyqvkH8ws29lZ19IAe3PyiJcipZodnIE431iY2PTyG1tbWFra/vY8VkZ23KSJ42jSQlUT/1DSgiSYvIs9PcNSUIeso1vaiJpSVNN3h76B4km++m5JMXzc0xJpuvEx3HbpyY9NJzLmj3TZ68ZypFgcs4Dg3bXeD0ASDHYlqYmPi6j80n7+8BEg6h/YKhrAh8Xa7hP6sP0r6NPYS2yqoNBZmFynPH81CTunykpJtc03NNYBjrW6rHjdClUXv1DbuiU5Mc12cZz6VijjDXZmqHapu2cagiZl2oSlk5voslONT52k2do7AspqSYh/BJoO9lEk53mORja3LQdjftNr23sc8kJJtdJ4uskxZP8od6krxjaKiWZ2znO8AwTTa4dZ839x9hvLFP4Og/iHy+j3lAO0+dh2qbGttSbZN5JTSSdpfrOAEixTjRc22TMSeV7G8tpfB6mpCalmpySYvhrIjNpH2P7mba9/qFBk21iO62+K/f16p45NY4WWrQc5ubNmxoA7dChQ2nkH3/8sVa/fv10z5k8ebIxXox85CMf+WgAtEuXLpk97jx48EBzd3fP9D2KFSv2mGzy5MnZNrblJDKOykc+8nn0kxPjqLu7u/bgwYPnOLrlXfJFdJGxY8ci0GBLBQDR0dEoV64crl+/Dicnp1ws2bMTGxsLT09P3Lhxo0DYKxWk+khd8iYxMTEoW7YsXFxcMj7YgJ2dHa5cuYKkpKSMDzZB0zRYWFikkaWnxc4PFORxFChYfVzqkjcpSHXJyXHUxsYGdnZ2GR9YAMnxSXbJkiVhaWmJiIiINPKIiAi4u7une86TlmednJzyfUc34ujoWGDqAhSs+khd8iY6XeZcSuzs7J7rQJ+VsS0nKQzjKFCw+rjUJW9SkOqS18bRgkaOOz7a2Nigbt262LWLPYv1ej127doFX1/fnC6OIAhCtiBjmyAIgmBKrpiLBAYGok+fPvDx8UH9+vUxZ84cJCQkoF+/frlRHEEQhGxBxjZBEATBSK5Msrt3747bt29j0qRJCA8PR+3atbFjxw64ubllfDJo2XPy5Mn51jbSlIJUF6Bg1UfqkjfJy3V51rEtJ8nL7ZgVClJ9pC55E6mLkFlyJRmNIAiCIAiCIBRkci2tuiAIgiAIgiAUVGSSLQiCIAiCIAjZjEyyBUEQBEEQBCGbkUm2IAiCIAiCIGQz+XKSvXDhQpQvXx52dnZo0KABjhw5kttFypDp06ejXr16cHBwgKurKzp16oSwsLA0xzx8+BD+/v4oUaIEihUrhq5duz6W2CIvMmPGDFhYWGDEiBFKlp/qcvPmTbzzzjsoUaIE7O3tUbNmTRw7dkzt1zQNkyZNQunSpWFvb48WLVrgwoULuVji9ElNTcXEiRPh5eUFe3t7VKxYEVOmTIGpb3Nersv+/fvRoUMHeHh4wMLCAps3b06z35yyR0VFoVevXnB0dISzszP69++P+Pj4HKxF/kHG0byFjKN5AxlHZRzNVnIpnXuWWbt2rWZjY6MtXbpUO336tDZw4EDN2dlZi4iIyO2iPZVWrVppy5Yt00JDQ7WTJ09qbdu21cqWLavFx8erYwYPHqx5enpqu3bt0o4dO6a98sorWsOGDXOx1Blz5MgRrXz58tpLL72kDR8+XMnzS12ioqK0cuXKaX379tWCg4O1y5cva7///rt28eJFdcyMGTM0JycnbfPmzdrff/+tvfnmm5qXl5f24MGDXCz540ybNk0rUaKEtm3bNu3KlSva+vXrtWLFimlz585Vx+Tluvz222/a+PHjtY0bN2oAtE2bNqXZb07ZW7durdWqVUs7fPiwduDAAa1SpUpajx49crgmeR8ZR/MWMo7mHWQclXE0O8l3k+z69etr/v7+6v/U1FTNw8NDmz59ei6WKvNERkZqALR9+/ZpmqZp0dHRmrW1tbZ+/Xp1zNmzZzUAWlBQUG4V86nExcVp3t7e2s6dO7XXXntNvRzyU11Gjx6tNW7c+In79Xq95u7urs2aNUvJoqOjNVtbW23NmjU5UUSzadeunfbee++lkXXp0kXr1auXpmn5qy6PvhzMKfuZM2c0ANrRo0fVMdu3b9csLCy0mzdv5ljZ8wMyjuYdZBzNW2OPjKMyjmYn+cpcJCkpCSEhIWjRooWS6XQ6tGjRAkFBQblYsswTExMDAHBxcQEAhISEIDk5OU3dqlatirJly+bZuvn7+6Ndu3Zpygzkr7r88ssv8PHxQbdu3eDq6oo6depgyZIlav+VK1cQHh6epi5OTk5o0KBBnqtLw4YNsWvXLpw/fx4A8Pfff+PgwYNo06YNgPxVl0cxp+xBQUFwdnaGj4+POqZFixbQ6XQIDg7O8TLnVWQczVvIOJq36iLjqIyj2UmuZHzMKnfu3EFqaupj2dPc3Nxw7ty5XCpV5tHr9RgxYgQaNWqEGjVqAADCw8NhY2MDZ2fnNMe6ubkhPDw8F0r5dNauXYvjx4/j6NGjj+3LT3W5fPkyFi1ahMDAQIwbNw5Hjx7FsGHDYGNjgz59+qjyptfn8lpdxowZg9jYWFStWhWWlpZITU3FtGnT0KtXLwDIV3V5FHPKHh4eDldX1zT7rays4OLikufrl5PIOJp3kHE079VFxlEZR7OTfDXJLij4+/sjNDQUBw8ezO2iZIkbN25g+PDh2LlzJ+zs7HK7OM+EXq+Hj48PPvvsMwBAnTp1EBoaisWLF6NPnz65XLrMsW7dOqxatQqrV6/Giy++iJMnT2LEiBHw8PDId3URhIyQcTTvIOOoIKRPvjIXKVmyJCwtLR/zro6IiIC7u3sulSpzBAQEYNu2bdizZw/KlCmj5O7u7khKSkJ0dHSa4/Ni3UJCQhAZGYmXX34ZVlZWsLKywr59+zBv3jxYWVnBzc0t39SldOnSqF69ehpZtWrVcP36dQBQ5c0Pfe7jjz/GmDFj4Ofnh5o1a+Ldd9/FyJEjMX36dAD5qy6PYk7Z3d3dERkZmWZ/SkoKoqKi8nz9chIZR/MGMo7mzbrIOCrjaHaSrybZNjY2qFu3Lnbt2qVker0eu3btgq+vby6WLGM0TUNAQAA2bdqE3bt3w8vLK83+unXrwtraOk3dwsLCcP369TxXt+bNm+Off/7ByZMn1cfHxwe9evVS2/mlLo0aNXosBNj58+dRrlw5AICXlxfc3d3T1CU2NhbBwcF5ri7379+HTpf2K21paQm9Xg8gf9XlUcwpu6+vL6KjoxESEqKO2b17N/R6PRo0aJDjZc6ryDiaN5BxNG+OPTKOyjiareS252VmWbt2rWZra6stX75cO3PmjDZo0CDN2dlZCw8Pz+2iPZUhQ4ZoTk5O2t69e7Vbt26pz/3799UxgwcP1sqWLavt3r1bO3bsmObr66v5+vrmYqnNx9QrXtPyT12OHDmiWVlZadOmTdMuXLigrVq1SitSpIi2cuVKdcyMGTM0Z2dnbcuWLdqpU6e0jh075plwTab06dNHe+GFF1ToqY0bN2olS5bURo0apY7Jy3WJi4vTTpw4oZ04cUIDoM2ePVs7ceKEdu3aNU3TzCt769attTp16mjBwcHawYMHNW9vbwk9lQ4yjuZNZBzNfWQclXE0O8l3k2xN07T58+drZcuW1WxsbLT69etrhw8fzu0iZQiAdD/Lli1Txzx48ED74IMPtOLFi2tFihTROnfurN26dSv3Cp0JHn055Ke6bN26VatRo4Zma2urVa1aVfv222/T7Nfr9drEiRM1Nzc3zdbWVmvevLkWFhaWS6V9MrGxsdrw4cO1smXLanZ2dlqFChW08ePHa4mJieqYvFyXPXv2pPsd6dOnj6Zp5pX97t27Wo8ePbRixYppjo6OWr9+/bS4uLhcqE3eR8bRvIeMo7mPjKMyjmYnFppmksZIEARBEARBEIRnJl/ZZAuCIAiCIAhCfkAm2YIgCIIgCIKQzcgkWxAEQRAEQRCyGZlkC4IgCIIgCEI2I5NsQRAEQRAEQchmZJItCIIgCIIgCNmMTLIFQRAEQRAEIZuRSbYgCIIgCIIgZDMyyRYEQRAEQRCEbEYm2YIgCIIgCIKQzcgkWxAEQRAEQRCyGZlkC4IgCIIgCEI283++mAhNgH1XPgAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Retrieve the realizations, the simulation path maps, the error maps and the TI grid node index maps (lists)\n", "sim = deesse_output['sim']\n", "path = deesse_output['path']\n", "err = deesse_output['error']\n", "tiGridNode = deesse_output['tiGridNode']\n", "\n", "# Display\n", "plt.subplots(2, 2, figsize=(8,8), sharex=True, sharey=True) # 2 x 2 sub-plots\n", "\n", "plt.subplot(2, 2, 1)\n", "gn.imgplot.drawImage2D(sim[0], categ=True, categVal=categ_val, categCol=categ_col, title='Real') # plot real\n", "plt.scatter(hd.x(), hd.y(), marker='o', s=50, color=hd_col, edgecolors='black', lw=1) # add hard data points\n", "\n", "plt.subplot(2, 2, 2)\n", "gn.imgplot.drawImage2D(path[0], title='Simulation path') # plot simulation path\n", "plt.plot(hd.x(), hd.y(), '+', markersize=15, c='r', markeredgewidth=2) # add hard data points\n", "\n", "plt.subplot(2, 2, 3)\n", "gn.imgplot.drawImage2D(err[0], title='Error') # plot error map\n", "plt.plot(hd.x(), hd.y(), '+', markersize=15, c='white', markeredgewidth=1) # add hard data points\n", "\n", "plt.subplot(2, 2, 4)\n", "gn.imgplot.drawImage2D(tiGridNode[0], title='TI grid node (index)') # plot TI grid node index map\n", "plt.plot(hd.x(), hd.y(), '+', markersize=15, c='r', markeredgewidth=2) # add hard data points\n", "\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "py313", "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": "3.13.7" } }, "nbformat": 4, "nbformat_minor": 4 }