{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Seasonal-Trend decomposition using LOESS (STL)\n", "\n", "This note book illustrates the use of `STL` to decompose a time series into three components: trend, season(al) and residual. STL uses LOESS (locally estimated scatterplot smoothing) to extract smooths estimates of the three components. The key inputs into `STL` are:\n", "\n", "* `season` - The length of the seasonal smoother. Must be odd.\n", "* `trend` - The length of the trend smoother, usually around 150% of `season`. Must be odd and larger than `season`.\n", "* `low_pass` - The length of the low-pass estimation window, usually the smallest odd number larger than the periodicity of the data.\n", "\n", "First we import the required packages, prepare the graphics environment, and prepare the data. " ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2021-02-02T07:02:56.955646Z", "iopub.status.busy": "2021-02-02T07:02:56.954932Z", "iopub.status.idle": "2021-02-02T07:02:59.878569Z", "shell.execute_reply": "2021-02-02T07:02:59.879860Z" } }, "outputs": [], "source": [ "import pandas as pd\n", "import seaborn as sns\n", "import matplotlib.pyplot as plt\n", "from pandas.plotting import register_matplotlib_converters\n", "register_matplotlib_converters()\n", "sns.set_style('darkgrid')" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2021-02-02T07:02:59.885701Z", "iopub.status.busy": "2021-02-02T07:02:59.883633Z", "iopub.status.idle": "2021-02-02T07:02:59.890419Z", "shell.execute_reply": "2021-02-02T07:02:59.891490Z" } }, "outputs": [], "source": [ "plt.rc('figure',figsize=(16,12))\n", "plt.rc('font',size=13)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Atmospheric CO2\n", "\n", "The example in Cleveland, Cleveland, McRae, and Terpenning (1990) uses CO2 data, which is in the list below. This monthly data (January 1959 to December 1987) has a clear trend and seasonality across the sample. " ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2021-02-02T07:02:59.896491Z", "iopub.status.busy": "2021-02-02T07:02:59.894919Z", "iopub.status.idle": "2021-02-02T07:03:00.032687Z", "shell.execute_reply": "2021-02-02T07:03:00.033332Z" } }, "outputs": [ { "data": { "text/plain": [ "count 348.000000\n", "mean 330.123879\n", "std 10.059747\n", "min 313.550000\n", "25% 321.302500\n", "50% 328.820000\n", "75% 338.002500\n", "max 351.340000\n", "Name: CO2, dtype: float64" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "co2 = [315.58, 316.39, 316.79, 317.82, 318.39, 318.22, 316.68, 315.01, 314.02, 313.55, \n", " 315.02, 315.75, 316.52, 317.10, 317.79, 319.22, 320.08, 319.70, 318.27, 315.99, \n", " 314.24, 314.05, 315.05, 316.23, 316.92, 317.76, 318.54, 319.49, 320.64, 319.85, \n", " 318.70, 316.96, 315.17, 315.47, 316.19, 317.17, 318.12, 318.72, 319.79, 320.68, \n", " 321.28, 320.89, 319.79, 317.56, 316.46, 315.59, 316.85, 317.87, 318.87, 319.25, \n", " 320.13, 321.49, 322.34, 321.62, 319.85, 317.87, 316.36, 316.24, 317.13, 318.46, \n", " 319.57, 320.23, 320.89, 321.54, 322.20, 321.90, 320.42, 318.60, 316.73, 317.15, \n", " 317.94, 318.91, 319.73, 320.78, 321.23, 322.49, 322.59, 322.35, 321.61, 319.24, \n", " 318.23, 317.76, 319.36, 319.50, 320.35, 321.40, 322.22, 323.45, 323.80, 323.50, \n", " 322.16, 320.09, 318.26, 317.66, 319.47, 320.70, 322.06, 322.23, 322.78, 324.10, \n", " 324.63, 323.79, 322.34, 320.73, 319.00, 318.99, 320.41, 321.68, 322.30, 322.89, \n", " 323.59, 324.65, 325.30, 325.15, 323.88, 321.80, 319.99, 319.86, 320.88, 322.36, \n", " 323.59, 324.23, 325.34, 326.33, 327.03, 326.24, 325.39, 323.16, 321.87, 321.31, \n", " 322.34, 323.74, 324.61, 325.58, 326.55, 327.81, 327.82, 327.53, 326.29, 324.66, \n", " 323.12, 323.09, 324.01, 325.10, 326.12, 326.62, 327.16, 327.94, 329.15, 328.79, \n", " 327.53, 325.65, 323.60, 323.78, 325.13, 326.26, 326.93, 327.84, 327.96, 329.93, \n", " 330.25, 329.24, 328.13, 326.42, 324.97, 325.29, 326.56, 327.73, 328.73, 329.70, \n", " 330.46, 331.70, 332.66, 332.22, 331.02, 329.39, 327.58, 327.27, 328.30, 328.81, \n", " 329.44, 330.89, 331.62, 332.85, 333.29, 332.44, 331.35, 329.58, 327.58, 327.55, \n", " 328.56, 329.73, 330.45, 330.98, 331.63, 332.88, 333.63, 333.53, 331.90, 330.08, \n", " 328.59, 328.31, 329.44, 330.64, 331.62, 332.45, 333.36, 334.46, 334.84, 334.29, \n", " 333.04, 330.88, 329.23, 328.83, 330.18, 331.50, 332.80, 333.22, 334.54, 335.82, \n", " 336.45, 335.97, 334.65, 332.40, 331.28, 330.73, 332.05, 333.54, 334.65, 335.06, \n", " 336.32, 337.39, 337.66, 337.56, 336.24, 334.39, 332.43, 332.22, 333.61, 334.78, \n", " 335.88, 336.43, 337.61, 338.53, 339.06, 338.92, 337.39, 335.72, 333.64, 333.65, \n", " 335.07, 336.53, 337.82, 338.19, 339.89, 340.56, 341.22, 340.92, 339.26, 337.27, \n", " 335.66, 335.54, 336.71, 337.79, 338.79, 340.06, 340.93, 342.02, 342.65, 341.80, \n", " 340.01, 337.94, 336.17, 336.28, 337.76, 339.05, 340.18, 341.04, 342.16, 343.01, \n", " 343.64, 342.91, 341.72, 339.52, 337.75, 337.68, 339.14, 340.37, 341.32, 342.45, \n", " 343.05, 344.91, 345.77, 345.30, 343.98, 342.41, 339.89, 340.03, 341.19, 342.87, \n", " 343.74, 344.55, 345.28, 347.00, 347.37, 346.74, 345.36, 343.19, 340.97, 341.20, \n", " 342.76, 343.96, 344.82, 345.82, 347.24, 348.09, 348.66, 347.90, 346.27, 344.21, \n", " 342.88, 342.58, 343.99, 345.31, 345.98, 346.72, 347.63, 349.24, 349.83, 349.10, \n", " 347.52, 345.43, 344.48, 343.89, 345.29, 346.54, 347.66, 348.07, 349.12, 350.55, \n", " 351.34, 350.80, 349.10, 347.54, 346.20, 346.20, 347.44, 348.67]\n", "co2 = pd.Series(co2, index=pd.date_range('1-1-1959', periods=len(co2), freq='M'), name = 'CO2')\n", "co2.describe()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The decomposition requires 1 input, the data series. If the data series does not have a frequency, then you must also specify `period`. The default value for `seasonal` is 7, and so should also be changed in most applications." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2021-02-02T07:03:00.046345Z", "iopub.status.busy": "2021-02-02T07:03:00.045630Z", "iopub.status.idle": "2021-02-02T07:03:04.172103Z", "shell.execute_reply": "2021-02-02T07:03:04.172775Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from statsmodels.tsa.seasonal import STL\n", "stl = STL(co2, seasonal=13)\n", "res = stl.fit()\n", "fig = res.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Robust Fitting\n", "Setting `robust` uses a data-dependent weighting function that re-weights data when estimating the LOESS (and so is using LOWESS). Using robust estimation allows the model to tolerate larger errors that are visible on the bottom plot.\n", "\n", "Here we use a series the measures the production of electrical equipment in the EU." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2021-02-02T07:03:04.189648Z", "iopub.status.busy": "2021-02-02T07:03:04.188810Z", "iopub.status.idle": "2021-02-02T07:03:04.317282Z", "shell.execute_reply": "2021-02-02T07:03:04.317952Z" } }, "outputs": [], "source": [ "from statsmodels.datasets import elec_equip as ds\n", "elec_equip = ds.load(as_pandas=True).data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, we estimate the model with and without robust weighting. The difference is minor and is most pronounced during the financial crisis of 2008. The non-robust estimate places equal weights on all observations and so produces smaller errors, on average. The weights vary between 0 and 1." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2021-02-02T07:03:04.327503Z", "iopub.status.busy": "2021-02-02T07:03:04.326678Z", "iopub.status.idle": "2021-02-02T07:03:08.413813Z", "shell.execute_reply": "2021-02-02T07:03:08.414865Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def add_stl_plot(fig, res, legend):\n", " \"\"\"Add 3 plots from a second STL fit\"\"\"\n", " axs = fig.get_axes()\n", " comps = ['trend', 'seasonal', 'resid']\n", " for ax, comp in zip(axs[1:], comps):\n", " series = getattr(res, comp)\n", " if comp == 'resid':\n", " ax.plot(series, marker='o', linestyle='none')\n", " else:\n", " ax.plot(series)\n", " if comp == 'trend':\n", " ax.legend(legend, frameon=False) \n", " \n", "\n", "stl = STL(elec_equip, period=12, robust=True)\n", "res_robust = stl.fit()\n", "fig = res_robust.plot()\n", "res_non_robust = STL(elec_equip, period=12, robust=False).fit()\n", "add_stl_plot(fig, res_non_robust, ['Robust','Non-robust'])" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2021-02-02T07:03:08.419505Z", "iopub.status.busy": "2021-02-02T07:03:08.418089Z", "iopub.status.idle": "2021-02-02T07:03:09.297851Z", "shell.execute_reply": "2021-02-02T07:03:09.298877Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(16,5))\n", "lines = plt.plot(res_robust.weights, marker='o', linestyle='none')\n", "ax = plt.gca()\n", "xlim = ax.set_xlim(elec_equip.index[0], elec_equip.index[-1])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## LOESS degree\n", "The default configuration estimates the LOESS model with both a constant and a trend. This can be changed to only include a constant by setting `COMPONENT_deg` to 0. Here the degree makes little difference except in the trend around the financial crisis of 2008." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2021-02-02T07:03:09.303706Z", "iopub.status.busy": "2021-02-02T07:03:09.302285Z", "iopub.status.idle": "2021-02-02T07:03:13.591332Z", "shell.execute_reply": "2021-02-02T07:03:13.592026Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "stl = STL(elec_equip, period=12, seasonal_deg=0, trend_deg=0, low_pass_deg=0, robust=True)\n", "res_deg_0 = stl.fit()\n", "fig = res_robust.plot()\n", "add_stl_plot(fig, res_deg_0, ['Degree 1','Degree 0'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Performance\n", "Three options can be used to reduce the computational cost of the STL decomposition:\n", "\n", "* `seasonal_jump`\n", "* `trend_jump`\n", "* `low_pass_jump`\n", "\n", "When these are non-zero, the LOESS for component `COMPONENT` is only estimated ever `COMPONENT_jump` observations, and linear interpolation is used between points. These values should not normally be more than 10-20% of the size of `seasonal`, `trend` or `low_pass`, respectively. \n", "\n", "The example below shows how these can reduce the computational cost by a factor of 15 using simulated data with both a low-frequency cosinusoidal trend and a sinusoidal seasonal pattern." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2021-02-02T07:03:13.609442Z", "iopub.status.busy": "2021-02-02T07:03:13.608724Z", "iopub.status.idle": "2021-02-02T07:03:14.569932Z", "shell.execute_reply": "2021-02-02T07:03:14.570984Z" } }, "outputs": [ { "data": { "image/png": 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CCCGEEEJIulARzjrUhAkhhBBCCCEkVagIE0IIIYQQQggZV1ARzjguTcKEEEIIIYQQkipUhDMO1WBCCCGEEEIISRcqwk1Az+Ao+ofyjRaDEEIIIYQQQsYErY0WgETjusCbr10KAFh+6eIGS0MIIYQQQgghzQ8twhmHrtGEEEIIIYQQki5UhLOOS1WYEEIIIYQQQtKEijAhhBBCCCGEkHEFFeGMQ3swIYQQQgghhKQLFeGMQ89oQgghhBBCCEmXMaMIr9zUj3yRWiMhhBBCCCGEkGjGhCK8essuXPDTFfjBQ2saLUrqULUnhBBCCCGEkHQZE4rwtl0jAEoK8VjDpW80IYQQQgghhKTKmFCEBY7TaAkIIYQQQgghhGSdMaEIu3QgJoQQQgghhBBiyZhQhAUOxp5JmCo+IYQQQgghhKTLmFCERRjtWHSNZogwIYQQQgghhKTL2FCEGy0AIYQQQgghhJCmYWwowmNYE2b8MyGEEEIIIYSky5hQhAW2ntG3PLYBZ1y3rKaypMVYVvIJIYQQQgghpBGMKUXYliv//AJe6RtutBiEEEIIIYSQMcKtKzbipuXrAss29Q3hP//0HPJFWreyxhhRhHljEUIIIYQQQhrHFfc/j+8ueSmw7Gu/fxa/evwVrFjf0xihiJExogiXcMZg2mi6RhNCCCGEENKklAfzHNNnjzGhCPPGIoQQQgghhGSOsqGO6kr2GBOKsGDs2YP5oyGEEEIIIaRZ8fQTDuozx5hQhMV9ldQz2m0CU3IzyEgIIYQQQggJI9QTlkTNHmNKETYxNFrAlv5wlugs345Cqc+yjIQQQgghhBAzHNNnlzGhCMcFCX/il0/i1B+G6wZnOYs5DcGEEEIIIYQ0N07ZJtzsY/uv3PMMvv/gS/EbNhFjQxEuY8oa/cTGPv0OzXBHNoGIhBBCCCGEEA1jxCL8+1Vb8aNl6+I3bCLGhCIs31i3PLYBK9b3Wu2XZYuwoAlEJIQQQgghhGhgsqzs0tpoAdLEAXDln18AACy/dHHs9sVmsAgTQgghhBBCmpKcVz6JekfWGBsW4TF8XzXbj+b11zyEax4YW/EDhBBCCCGEVIKI3GwGT9TxxphQhCulGW7IZlPydw0X8JOHx1b8ACGEEEIIIdXQbGP68cCYUIQrrSNM12hCCCGEEEJIrfDVE+odWWNsKMJlhTahHtwU8CdDCCGEEEJIcyKq2tD+lj3GhCLsk0wVbgqLcBOISAghhBBCCAkjtBMO6bPHGFOEk5HlGGHHqzmWYSEJIYQQQgghRpwxUkd4LDKmFOG4GGFXtQBn+I5sBmM1IYQQQgghxAIO7jPHmFCEbe8rdbNiljXhMvzNEEIIIYQQ0px4McINloOEaU27wXvuuQc//elPsWrVKgwNDWHlypXGbZctW4bzzz8fEyZM8JbNnz8ft9xyS0V9x0UIu25wo+ZwjSaEEEIIIYQ0IzkxpuegPnOkrgh3d3fjfe97H4aGhvDVr341dvuWlhasWLGiqj5t7yt1u5CrdIbIsGiEEEIIIYQQC4QNrimS9I4zUleETznlFAAla2+9sYsRlqp5NcP92AwyEkIIIYQQQjSMxQKvY4PUFeGkFAoFvPa1r0U+n8ehhx6Kz372s1iwYEHsfo4DTJ1acqnumtAOAGhv9w9HrJPpnjIBHa1+WPTk7k5MndJV7SFUzG+ffAWPr+/FF98ePl6h1E+a3OEt0x1TVomStaUl11THQoLw+jU3vH7NC69dc8Pr17zw2jU3jbh+cn8d7S0ASvrKWLiPxsIxCBqqCB9wwAG48847cdBBB2FgYADXXXcdLrjgAtx1113Ya6+9Ivd1XaCnZwAAsHv3MABgdLTgrRfrZHp6BgKKcE/vILoaaBb+1K2PAwA+dtJc4zZ9/UPeZ90xZZUoWadOndBUx0KC8Po1N7x+zQuvXXPD69e88No1N424fnJ/Qj/ZvXtkTNxH9T6GmTMn16zthmaNnjlzJhYsWIDW1lZ0d3fj0ksvxZQpU7BkyZKa9KfGBGfZNTrLshFCCCGEEEL0yPHAfgJcDu6zRubKJzlxgb5VECqf1ATaZhOISAghhBBCCCmjq0xjGtM/vqEXJ171AHYOjNRWqJTIcrLhpKSuCBcKBQwPD2N0dBQAMDw8jOHhYe1JW7p0KV5++WUUi0Xs3r0bV199NbZv345FixZV1LdV+aSI71mC5ZMIIYQQQghpPopF2SIcraHctHw9CkUXj2/oq7VYqVDIcv3ZhKQeI3znnXfii1/8ovf9iCOOAADcd999eOyxx3D55Zd75ZJWr16NL33pS9i5cye6urqwcOFC3HDDDdhnn30S9Wmr0KoW4Cxfxiwr6YQQQgghhBA9Adfo8l/T2D5fVixbW5oju3S+6KK1pdFSpEPqivDZZ5+Ns88+W7tu9uzZOOOMM7zvF154IS688MLU+k7qVd0MrtFxGnGh6OJnj67HP716FjrbxshdSQghhBBCSJMiG01zMTHC+WIRANCaax5FeKyQuRjhSogKPh/JF/3txqBr9B9Wb8F3l7yEax9aU2uRCCGEEEIIyRxL1+zAoFQ9ptEEjG3lQb1JfxSKZQsV4bozNhTh8vXQ3T7fuu8573PYNTq7F9JWSR8aLSn6u0ey8+MnhBBCCCGkHqzdOYhP/uopfPMPzzZaFA+da7RJ7RAxt6255lDLqAhnDO9yaHyjH13XG96uTFauY1T2tTiFOCOHAGBsZZEjhBBCCCHZZ/dIHgCwZsdggyXxKfoOqX6MsNE1uskswoVi/EZNwphQhAW626e9xT/EcB3hbChuBY0YQqePjWMur8/CTycbZ5MQQgghhJDGUZRGxV64o8k1uqwINEmuLBQyoj+lwdhQhCOuR3trzrhZVq5jMcI0nRWrtQ1ZOZ+EEEIIIcQO13Xx7JZdjRajarKkRwbKJ5UlMw2ThUW43sPoXcP5ivYbS+P9MaEIFyOsokGLcHBdVi6kzuorFjVFZusyzSMpIYQQQggBgFtWbMT7b3oMj63vabQoY4aAISsmAa6IEa6n8eu3Kzfj9df8Dc9tbf4JkGoYE4pw1H3T0eqrx6ordDEjqls1LgZiz6Slo2pCEynthBBCCCEEWL25HwCwsXeowZJUR5ZGofpkWdHlk+oZsvm3l3YAAK64/wW8tH0gtH5gpODFXquMpeH+mFeEo1yjs+J2XNAIYh0jLLbPgENIRk4nIYQQQghJSLMqOI0fAYeRh/ZxJVHzDbAIi2u9Yn0v3vuTR0LrX3/NQ3jd1X/T7ttM3qpxjA1FWLhGa34JUa7RWfnFFzXJ13zX6PrKUg0ZOZ2EEEIIIcSWTLgVji2iwh5V/Bjh+g2k5Z50SXuj9I+xNNwfI4qweZ2sCKs3ZVaUzEjX6IzIaEMTiUoIIYQQQkhNkHWMnBOdLEt4htbToFRNX2PJ8DUmFGFxs+ncg9tazYeYFdO+Tg4xORcXP5yRQwCQnXJUhBBCCCFkfJGlcaiuIoxJPt81up7yV5OfKDvnuVrGhCIcdTE7WswxwllBFyMsfguxZYTLf+vl1dI3NIrVm8d3hjlCCCGEkLFGVsfJzUhBkyxLHe4P54v42G1PoG8or11fS6rpKkPzDVUzJhRhcePoZijapOrUWXWNPv26h3HJr57UrsvarMvHbn0C5978mHZdtiQlhBBCCCFxjJUIYSdDsc6yyiHkUvWQpzf14ZG1PdI+2RtJn3n9w7hp+brAsgyKWTFNrwjvHsljVTntu462iGRZWXGNBoC/r9kZ+O5njW6AMBE8u3W3cV2GTichhBBCCBlHZEmR1FmEVfFaFMW9ro7Rlp1t7B3Cd5e8FNw3RtKh0QK27hquVLS60vSK8OfvXIl7Vm4BoL+oGfpNVESWftRxZM16TQghhBBCxjZZKCGqIo/fTSVRc4oinGXXaPl44uS85FdP4h0/WJZcqAbQ9IrwExv7tMuvX/oydgyMBJQz9cJlySIs89QrfQ2JF6iWjJ5OQgghhBASB8dxqaErSaSOk3M5xSJc3mB9zyAu+sXj2DWcr5V4iQ1tAX0kZtd/bNDrZlmk6RVh0xzQD/72Mr72u9WBC6de9Kwqmdc+uMb7HHejUvkkhBBCCCGVkj17qpnntu7Cf9//fOY9JoMW4XCMcNF1ceFPVwT2EXrJ9Utfxor1vfjL89tqL2iZWH0j8Dnb5z4Jza8IS79e9bIMjhYDFzZ02TJ6HUcLRe+zrbLeTA8xQgghhBBCkvKxW5/AL1ZsRM/gaGhdlob1oiLM//zlRdzy2AYAQflGNSZjobK0lC3FuqoyaaHqvfmii6LrYsfASOwOWTUkVkLzK8JRKqDrKhbh4Opipn4yPqPF4IxRNI05Bt3MUcYn5wghhBBCSBPjlw2Vxv8ZtAaJMfFPH13vLVMtwuF9SstE7HAtFWGVodEi/vehNXjrtX/H9t1hZTigT9VNqtrT2mgBao18o/1+1Ra8auZEaV0jJIpnJF+M30ihHinj1/cMep9dhJ87Y8lVghBCCCFkPNEM4zgxrJfHoDrrcKMpaBRdWe/IayzCYvQvLMIVqAPWqL0P5QtY8sJ2ANBahQOu0WPI8tX0inCU/uciaKX8v7+vDW+QQYIW4QYKovCFu1Z6n12NJjyGfheEEEIIIeOCDJXfjUUo67LMF//yydKyRghkQF/Jxl+os/aK9a3CNbqGA2tVmR0cjda65e1//ugGbOx7AT9631E1ka2ejGlFGIh2Lc5q1uh8IEY4O8my8tKPVtdtNs8mIYQQQggZC/gWYQcf+cXjmNzhqzJZGofGWoSLYcVTrBcW4WItY4SV70OjBS/cNE63+MPqrQBKekFrzqyIFV03VCIqazS/Ihwz/xN1MbNkbZUZkdwlbBXdetxmgT60JuE6CEEIIYQQQsY9j63vbbQIRqJigIGgcUld39KIGOF8MdK4qBNlS/8wZk3pjNwnQk/OBM2fLCsia7TrxllUo2+wXcN5/Mcfn8PgaKFi+SphNIFFuFHofhDNEFtCCCGEEELCZHTIGUDImPUxp26cHLQIW2SNrqlrdPD7kKTr6L0+w0tf6RuK6SPb1wgYC4pwxDoXfuC5jriJlp88vA6/fuIV3LpiYwWSJaNFOpCAC3KMjPW8xeJqaWf/dieEEEIIITJx3pVZQihkWdexdG7N8iKdtVdUs8l5ybLqaxGOQne+N/cPR+5TifiPb+jFWdc/jIGR+hghm14RDqBcJdeNno2Im6kQF7AuVlnJtC1njbbtu94u+CyfRAghhBBC6olvEc42Ws9JOVlWxDi61alHjHCwbdkirDu5ujF+31A+uo8KFIPv/PUlbOgdwnNbdyXetxKaXhGWywbFuSEkWVdqu0KhKkD2oR+NSUolk6UHQZZkIYQQQgghYws39CGb6AxZceWTGuoanS/GeNmGZekfjlaEK9HjR8rhoe2t9VFRm14RltG660ZZhGPaEzdEXQzC0mfZXUL+IT22vicztdK0p4QmYUIIIYSQpoSjuPTQek5KZ1ifVbrsGl1WCtJKlvXkxj48+OJ2RZYgw5I3qk7p1Q3x+2MswpV41ApFuK2FirAVsiU1fNO5kbMRcSZ7YRGuR0C+YzA/y/J/5BdP4OO3PVFzWWzQ1kervxiEEEIIIaQamidE2FOusp4sS2PwRdEF/vzcNgzni1YW4bRihD/w83/gM7c/rXSm71uzKrReEGcRrsQ+JsJD2+ukCDd9+SSZuOLVKur99YW7VmJwtICr33U4gPpahE2ofT+/dbeyvjHC2c4WEUIIIYQQkgbNEiOsG5+v2T6AWx7bgDe+agb++ah9Q+uFku+5RtcxRth1Xc8oZ1sZZleMIlyJa7dcOaceNL1FOCpG2NUsC64Prvzzc9vw9zU75cZL29XZNVpG/SGZ4pZNFuVaQYswIYQQQgipJ2KsmXXji04JFMvue3ab1tqrqoB1TBodGMPrknTpRKlFsizhol0vQ1/zK8LSZ91sRZR/etw5FienPq7R+uXqjyLL3ivNUC+MEEIIIYSEaYpRnOcanW2KGsOmbOHVWnvFsbkR26SEOmQvuq6nY8Ql+hLElTiqJllWva5v8yvCkmZ437PbQuujdLO4IG4vRrgOVyNn0ISzqlxmVCxCCCGEEJKALBtZVPys0eYQvUfX9WD77pG6yaRDp2PIVuB8hLIp9q2ta7QZbbcRyb2MfVSULKu+vu/NrwhHrHPd6izCosB4ra5FzuLJE7oZDQpzvR9iWU9SQAghhBBCxhY2McIfvfUJfOiWf9RDHCOxirAmWZZYLXbVKctpobZcdH0VQye7VjcGsOSF7VizfUDbRyV6vFD+66VljKlkWTqiTmTs/eVlja4NsvJqco1WZ1NslOd6wBhhQgghhBBST2xjhNf3DNVcFpURqQSRTgnMS4mgdDHEYsxfD4uwegJlfUPXrz4hMXDpHaVs1MsvXRxaX0n5JK/tOmkVzW8RjkgSVUqWFZU1OsY12muoRhdDkt0x2HTVezEjerB1anUAuPHhdXjfjY/WVB5CCCGEEDI+0A05a5k3tm9oFMdduQS/XblZu37XcB4nf+dB77tOx5CV37wmO7JY67lIS0rAvc9sxmPre5ILLvGP9b3Y0DsY6Mvr29V/Fvz1he2hZbGu0UkFNMhTS5pfEY5ZH501OqbtGluEZeuu6OuRtT2BbcJZox1lfS0ks8AytToAXP3AS3hOKftECCGEEEIyRBMlgNHFn7pucPmmvvSswuvKFuZbHtugXb9bSRyltwhLVteImFvxVx7yf/W3q/GRXzyRSGaVD//icZx1/XLtOlkanWz/dd/zkfvoqMaiTUXYkqjZn5Wb+iPrUcUFcXsxwjW6GLmARbjEx24L3uRxXYv1da6exDrChBBCCCFjgHqPIWuJHHp7+nUPp9dwzCC3vSV4EnUliIIWYfM4WvytZWlUbdZor46w3YA+To+qRi+ga7QlcbfIo+t6jeviJipqbREO9mVyjVYswnWQxQbqvIQQQgghJEvUutqKrXKqM8MFLMK6OsKKRbiWxxLVcoQNMdhGjHhVxQjTIhzN6s39pQ8WN6RpC1uLfc1ChA2fZUIxwjXWhB9d14OewdHY7YKxBC4KRZcWYUIIIYQQUnNMQ85a5peKIpSFWSOInDVanyyrvG+agplQ+pfrCNsq4Kat/HYqkiyy7bRpWkVYuDzb6IUthlTL1smyanQ5HE2MsEooRhhqjHB6shVdFx+99Ql8/Lb4GAS518/fuRInXvUArcSEEEIIIU1KM43j9NVL3JpbhE3oXI1V4son+RmxhUVY39c/1vdWnVE6KllWta7RXhmmau4oWoTtsLGQVqwIO3WMETa6Rtem76i+rBJbSSdFZJJ71w36AHxCCCGEEJJNTJVLsoxpDN8oi7CKTo5CjEXYd40ufdcdyqPrevDhXzyOG5evq0o+tXv5u0ZH12I6107MehsYI2xJzkITNtXeLbnzmk+0Z9qvQK6kmI5C7Vs9XHGTpfIQS6Dxf/aOpyOz8V1210qs7xmsXiZCCCGEEDLm+evz23HclUvQNxQfomeyiFYTlxqFbfJaWQ5Vx8gXfafn6GRZZovwpr5hAMBL2wdiJEqGC9fTMb509zN2+5jOtWdIrCJGuOI9k9H0irANqkX4gOkTAAAPvLgDx3/7ATxvsIB6ybJqdDVs2g2XTwquT/MHn6SlZzbvwvceXGNcf/9z23DF/eFU64QQQgghhKgIK6eNkqezqDpwaqYI+30Y0MTcqrqurLzr5FQtwrqRubCUmox8tuhco5M2abIcp2ERfmRtD258uDqrtw1Nrwi3t8QfQouiPXa0lvZZsb6UUfqJjebM0kC65vn+obz3Wf4RmK3Wwe+1dF8x3bAX//IJHHflktBy13WNhcWj2iOEEEIIIdmimZKe6izCLtwMJcsKJ8ySY4R1YoplXtZozTbCqFxtaaVQTHMFbeQNJ1voNNVMSnx3yUu4+oGXKt7flqZXhAuuizccPCNyG9V9WlWejVnPpP16BkaNF9yWZ7fswhu+9zdPebRpzdYinEY2aZMLw7KXe4z7XH7v6ogGqxSIEEIIIYTUlKzUEY7Tm+Rxqsk1ulbJsuJlC34vum5IEZRFFqvee/S+0rKgRVh3iKLNaizCV/3lBaiD9Bv+vhZbd40kasd0Dfx6xBWJV1eaXhEuFt3YOGHVNbqt1e6wxW5Do0W8+dqluOK+6lx9RRKqv6/ZCSD4YxU3yx5dbYF9QjHCyvc0b7K079dau6cQQgghhJDxwW3/eMX7bI4Rrpc0QXQxwjr3bX/7sCHLS5IVUUdYWG6rsQj/7NEN2jH/pv7hRO3EZa5uVAbvJDS/Iuy6iPOOVmdNWnPJHIwHRgsAgPue3ZpMOAVToqvS59KXfNHFq/ftDi03kqYinLCtuIdN9m9/QgghhBDSDDz88k7vs85L03Vrp3zF6Z1qv0UX2NpvtrAK8eXwTdUiHNWPGvaZlDROk9EiXP6bxqREtWWi4mhqRXhT3xC27x5NbBFuzTnI5eQbT7+fk0LWsyh07eaLRbRJmr26iToDlKbV1b6ush3q8TXDzBAhhBBCyHgk66M0eexu0o9s9SZdVucokhuLXPzTjx+JaLD0R2cR9mKEta7R4f0ahZwFW8ZPNlz9HTWqJktKmaZWhE+/7mEMjBYCPwwdqqLcmnPQIi1SL9PqLbvwg4fW+OWTUnoyhOMHwp9HC66XzEsnW6hNQ9vV8vDLO/HY+p7ovmP6VB9GWX/AEkIIIYSQRhE9UpStoNWUTxoaLeCEbz+A65euTSYezApo2DU6uh0/x49kmBN/3eD3QD9ejHCVFuGq9i5htginFyM8QkU4nriD0FqEHbNF+Ku/XYXr/74WW8q+8mkrcN5MibTMLc9M5YtuwCKsZpxTb3svjiAFKeWHxyd++SQ+8osnIreP6zPpQ4EQQgghhIxvTPGvcihkNTHCu4ZLFVx+9cQrMVv6xBqmNMmybNqTj9R3jY6IES4vqrp8UpUWtBYnonxSClmjBSOmTlJibCjCMXeD6kffknMU5Th4kvec3AEAWLm5v7RWM2tTDboYBhd+vEN7i+z6oSjChjjjNCzCaVuVQz8yukYTQgghhJAKkI1YecOY0kb5qmY0atIEVOOQTR6dnGNKluVvo6KzJDeCqP5TVYTztAjHEhcwnlOOMs4ivN8eXQCAV3qHSuurFzGE+gMplq3BAIIxwsp+6o3nGrarhKT3a1LXaFqECSGEEEKySdbtFbIRy1w+qTZ9x1lQQxZhi4zKDoKKdVGxCEf1U61FuFpUb1sZukbXmbibQfWjdxwnsI96ncTFVet4pXXPOY4ukZQfEC7XOR4qZ6z29lXaikqxnpSk7tVJ3UQy/nwlhBBCCBl3ZCDvEoD4cWJaMcKVkLTZqNJJoj3HcbRBx0L10x2LZxFu8FWL6p3JsupM1KwEULIAyzgx+/gzGZUrmefcsBx3GGIPntu6G5/69VOBZa4LvLBtAADQLiXLGhgN3gDq78Vzn0jhdx83c7NZqS8Wf15UZZ+qcLUcd+USfOevLzZaDEIIIYSQmmAaoecsYoSTDDWTqJKJjT8WXpPmcEehf+j3A7JpEV728k48vqE31fJJdI22IC5zmro+5yiu0cr2wiBbzfV7eecgvvnH5wLLhMX1ua278fDansC6ouviol88XtpOuvMHR6Itwt6PJkae7btH8MO/rYlURuPa2K3IEgddo2vDzY+sb7QIhBBCCCF1Jc4i7AIo1sj/0Db5laDguthzUrt223JxVuQcR5ssSxxbLWOEn9m8q6r9dbrXxb98Eh+65XHvexr2LybLsiCpIgwnOJNiUg69GzFx7GzyizYkzXi8vHPQ+zwwGq18CuU6rs+v/W41rlu6Fo9v6DO3lVDuvzy/PXK9+tBII7N1tXztd6vxjd+vbrQYFUGLOiGEEEJqR7bHGYEYYVOyrBoZECvRBY6aPcW4Xhd2mS+6+M8/PYe1Qg/Q9JmVGOGo/oWSnk7W6NpahFtr2nqdaIlR51uV9XGu0aq7sT/7YidPtZbP9x69L/6+ZicAYFCNEVaTZVlahEWscdRMWa31rCzocXc/vRkA8G9vnd9gSZKTgdNHCCGEkDFGozMQC+LGifLYPV9FjHAl41G/Xf25Uo0VBdfcj1uWwUFQt/jV468o25ljhBuvCEeFmJaga3SdiPsBq+tDrtGGpE5ejHBCeaqx3C0+cDrmlrNWA8CAxh15cLSAnz26HkXXleKYY2Sy6DvtBAPqD6CeinDRdWseYE8IIYQQQtLFNKzPWSTLshlrVjIcTTrOdl03UhF0PdfoeMOcblmjJy/U0rW/enyj97mZkmWNDYtwzL2gXgjHCc4qhW/e0l8x25RUQazGnX1yZ2vgAaBahDf3D2Pxdx8CAOzd3SlZhO06rWeWOfW81yqTn44v3f0M7nt2G5ZfurhufdaaLFjUCSGEEEIagawIm8aUNjHClShool2j/qk0WVLUzf0Uim6prYhhudj70XU9vhxl2eNKx9Ya1SL9n3963vu8Y2AUQFqu0YwRjiUuRlidkXEQjhGWfxRCqfQU4YSTEdXMgHR3tAaOJypB1eBIwa8jHDdTZSFS2smsQhMM6TYfyX3Pbqtjb5Wxessu9JQfFjZQDyaEEEJIrcjKhLtJjlaLrNE2Y9lKDtPP6GzXputG9yMU4SgNRugTH731CV+O8t9Ge7PH6V5AOnpFrY1oY0MRjnGUV0+io7hGA8GbVWxeqNgiXLm7xuTO1sCPYjjCNz7gGh3TbnRkg9gmbddoJVlWVp6wGeHcmx7DuTc/Zr8Dzx8hhBBCUiYbEcLxBFyjTQqpxVipIuUqZpd3//iRwPdCjGt0wXXhwIlUaHW7i+OzUUQr5X3H7Bu7jU2MchpKbK2HvmNCEY5zD1B/LDknnCxLvlnFR08RLn+39cf3/PfL31/aPoCtu4aN28tMbG9J3E/ps6VrdNQPLm2LsNIeyyeFUWszR8HTRwghhJCxjmmsGsgarRtUupYWYS/O1l6mpIlzh/PFyLF5sVjSR5LGCBcrkD0prRZaro0i7rrATx9Zj4de2lGxLLQIWxB3vQ6eMVGzTzBZVlH65biKlTWpJVP8OHMOcO2DL+HdP34E7/jBMqubtrOtxXpmrpAkWVaCB0NamJKQkcqgQZgQQggh45VYRRjB8byJSgwzSfcZiil/+sQr5nKmAl2XRU/H0GsLj6ztwU3L18W2HU28JhJVfUdQhIv/+euL+PSvn6pYElqELYi7GJ1tOVx4/Bzve8k12l/vIjjjUK0l08+w7uCGZevCy6Nkbc1Zz/LIGeksUgPEbpF+1mi6RqcJzx4hhBBCakXWxxk2WaNrlSwr0rqrWTc4WozUH17aPlDKGh0dJBxadNMj6wGYjYAfu+0JfHfJSxGNxmPj9myzTZLTvKlvCE9uDE8O0CJsQZwrcU5RfFXXaNcNRseqp1zMviSx1Ip+4vjk4nl4y/yZ3vfONnvX6BuXrw9Zr034unmEC4ZVr/boEgc0gqLron8o35jOU4QTCYQQQghJm0YnXhLEjXJsLMK18oD0wiQ163SyDOULseO2uPMetXctyyfZNG3TfxIl9scPr8OX7n4mtLzWI98xoQjHKZyOo68lLAhbhIOnPak/vtjfZvNpE9oxpavN+97ZmrNWuDf0DmFj33CgzzgSTjxVRSPLJ8l874E1eMP3/jYmlGFCCCGEkPGIPN7Pm8on2STLqkC9Mo2zN/QOelVmZIZG7XqpdFyukyefUs1dGz3EpnxTkqo7I/liqGQsUHsj0JhQhOMuRqlgdfC7WntYvlghS2bCH0zBU5yVzNSaZhwn+KPtbLN3jS61mWKMcOpZo1NtrmL+tHoLAKBv2L5UURbJyOkkhBBCCKkZpjGrY+Mabdj310+8gq/9bnXkNlHo9nliYx/Oun45fvX4K6F1Q/li7Ni75BptHvQnlfOk/3kw2Q4mDDIdPHNi3CYBkhjAigBGNIp8rXWJMaEIx5VPyjnBC+YAeGbzLu/79x9cg90jvrWw+hhhvUVYd0O0OE7gx9zV1gJ7m7DUp+V2UTduresIN0IxHkvuxGPoUAghhBCSMbIyzDDJIY/pzK7R+uX/8cfncPfTm6M7iJJJ0+7LOwYAAI+u6wmtGxotxBqY4uoIRwmqHr7pfFSCSSZ5uZVFOEGfrutiRFMTi4qwBap1V8VxnEB6csdxMKTU593YN+R9Vm9cmwx0Mn6MsFKiSbNtLucELcKtLYkKuolN4xQ+qyNIPUhYSZbVgEdsVqzSadCI80cIIYSQ8UGjjQe+l2PlCV519YW/e/9z2n2TmJ103YmY5VGNJdPGIuwAWHzQdHOfAHYN68P61HPUb9guKbdeeKwx5FSO0Y4zQgLJ7qeiq1fm6RptQVwtK/Va6TaXFeXQLEvED2bHwAh6BoMut6b6ZDqFOucEf7SdbcnswWLX+5/bhuOuXIKBkeh07ZGxCDVWtBrxfG30Q50QQgghhNjzvw+twT//5JHQcnlIp1Wa4GrHfVf/+QVjO7aIiF95bC/0j5F8WBEuFF2tgizjOA72nzYByy9djKlSviDBzoFRvP6av2n3VQ+hdzCd8L950ydE1jYWxBkhgWTGKNN4ncmyLIiblVD973VbB5YpZz3qB/PWa/+ON39/aWCZ+HGGFGFNOznHCSjIna05qyLVgsfW9QIARsva9IbeQe12drNr1t1WRCOss2PKIjyGjoUQQggh2SIr44xH1vXihW0DoeWyeLoEVYDduK+yZFnhZUL9GNaZoVEqoRRFnFF12+4Ra3lUo1xVGOSS9RObrNFJLcL65U1mEb7nnnvwvve9D0cffTQWLlwYu/2SJUtw6qmn4ogjjsBpp52GBx9MHugddyPlgMBF1W0/KmXLUk960osgLqaq0OpuiJwSI9zR2pIsWVYiyRAdJFzjB2AjrLONylRNCCGEENJMZH3EJI8jdQmq1G1030vLkvetzfMT4RoNAAOaLMgyjuFzVJ8C1YuzZzC9yigmTUEtRRtHKhbhZosR7u7uxvve9z586Utfit123bp1uOSSS3DRRRfhkUcewUUXXYSLL74Y69evT9SnyYK6R9nNQM0arVMGR/L+mVZv5+SKsN6VuqBVhIM3SmdbdZfEJKrnrh2xbyUzZJFYZM2uNZV2+b0HXsKyNTtTlaVaqNMTQgghJG2EdW8shJOpypfuiCo5zqJmHB3lGg1YJLCKsXxF5ShSD0GNJa7kGG//4HE2YgGID0sFwvpT7+Co0YXbYFRvPovwKaecgtNOOw1z5syJ3fb222/HoYceijPPPBPt7e0444wzsHDhQtxxxx2J+jRlLhMu0+pq3UHLsznqjefXEY6+6I+u68EfVm3xFWELRVBOlvWfpx+CnOMkco1OSqRBuObJsupPpT+gHz+8Dhf/6smUpakOJssihBBCyHjFqhRoyCIc3qaSsDkvkZe0TIzXX96pD0uMU4TjrKpRu6vHpfZVyYixq60FACJihKVkWRaqSl7Rbt/0/aV4kxJOKhgzFuEkrFq1Coceemhg2cKFC7Fq1apE7ZhihEUgt6pY6pRBuXaVqjzZzqp89NYn8OV7Vnk3rrqfTinLOf7NK+SsRg82SWpzBNXMBHa05tDRGn07NcJN2Wwhbz6lsglFJoQQQkiTkPVxho14VhbhSvrW7NRiGPbOmNheliW6p7jhftTeoQo3Sl+PruuJHevOmtKJn59/jPddqFMmPUSXKCwKUxy3DtOmtb4lW2vcfiS7d+/G5MmTA8u6u7vx/PPPJ2pn8qQO7fJcrnSHTuhqC5jcuzrbQ9u2dfjZ2lpbW4Iryxc7l3MwdeoEbV/y8okTS/KojhLtHeGMcN2TO5ErK5DdkzoxdeoEdMbEFEQxeXKnVkYxWdBtWA8AE/vDQfmmbVVmTupALudg7Q4/uYGjnC8hW0tLzrrdaunu7vLug+7uLl+W7i60mp5gEvWQ07YPt92/PvU6fzrqef1I+vD6NS+8ds0Nr1/zMtavXUdHSR3o6Gxr+PhCRpWlszM8jpbJ5XLo7AqO8adM6Qp8nzp1Aib2DgMIj1OjEO22trZ4+3RP3h3a7p+Pm4PDZ3Xjy3c+HWvZapXuK5tyRDIdHcFrpR73x297Ev/5zsPwrqNnG9t444I9cezBM73vU6dOwNQJ7ZjQFdaTAKBVMni1t7dot5Fpa/fVzHW7fZdo3TlvMRjTxL1ZKxqqCE+cOBH9/f2BZX19fZg0aVKidoYG9FnVxEzI8HAeeSkZ1vDwKN74qhm479lt3rKefr+O8NBI0M8+X7YWF4suenrCWewABJb3ltvKK8HzA4NhOQd3j2C43N/g4DB6egYwbIg1sKG/fwg9XeHLWijL0tc/hJ4e/YOkTzoHAvm49p3SiXcfNQtX/eXFcPvFItS5rdF8MXhe+gbR01F6gJjOY9rs7BlAsXzt+/p815XtOwdiLdgA6iKnbR+9A/5DpF7nT0c9rx9JH16/5oXXrrnh9Wtexvq1GxkW49CRhh5nXhn/qrLoxtEyxWIRu3YPR7bR0zPgjXfdiHG9yu6BUruFfMHbZ1CT1fmkOVO8DM6qHhCW1+8/qafiwNBoQHYhn8yqDb3oOWCasY2RkXygjf6+QTgjeQwN6eN45etTjDk2ANglyXTOD3yXaN05HzGUfx1IMxu2hoa6Ri9YsAArV64MLHvmmWewYMGCRO3EzaLknKC/u+MAl79tfmCbQIywci/qAuSjEDHGIX99zT3uOIDQ0T3XaMt+tMS4FsgyrO8ZRP+Qr/TH/QiPmNWNV800T1KEsmQr6xtRysh0SM2YTZoxwoQQQgipFc0+ynBdXXhjeLtKxoDeGFYa6+Y0WpQ8FI6PEa4mFlKfz0gmrn81l1ESPSSpa3RcniXTNWm6ZFmFQgHDw8MYHS1p8MPDwxgeHtYqWWeddRaeeuop3H333RgdHcXdd9+Np59+GmeddVaiPk3JssRS3YVW9xmVfKfVZFlJZ2nERVNvQF3W6BbH8ZaLNOwJvSMCxClL8tp3/t9ynHfzY/46i8M0xg1oloV+gA14wsqZsOMKsdeTSmKUm/0FRQghhBBSKXbJspTvqfVt15IDf6wcO9RMMSeQTj6d3hHVvZDbZqxv0r1kZEW4M8YLM67qTa1IXRG+8847ccQRR+CDH/wgCoUCjjjiCBxxxBHYsGED7rrrLhx11FHetnPnzsXVV1+Na6+9FscccwyuvfZaXHPNNZg92+zPriPuWugUyxZloZwsS71xTCm9TYjrru73w7+9HJYt59cRbom7A9NAObYNvb47dDX3movwDypkWW+AKld0oT2fDVeEK9mHmjAhhBBCakTWxxk2nnE2CW+rsggH2g4vc+AgVx4Rx/VTjeHL5L0qE28RVuUJCzShzY8FllfbqCpy1ujOtuiYYtO5qrU3ZOoxwmeffTbOPvts7brZs2fjjDPOCCxbvHgxFi9eXFWfphvJ1yudUKYzdR+5Bph6LYSPv61+muQHlnOAfzlhDh5b34tX7Tmx1I/13mGMWaMtRLKRO4mObpPCvtaYZvBMs2QrN/Xjgp+uqKVIACo7Fxl/PxFCCCGkiXh2yy7MmtLpje0aHYKVRu82FmG1LGq+UMRJ//MgPvv6A/Heo/fVtqsbI2vldWSLcJxFtvIRv9q0rq8kWZtL8pSQFWLTuF81KOpIYhE2RRzX2m7V0BjhtIi7kdSDLLktBPeRE1Q99NKOwDrhNm0dI5xIEXZw4v7TsPzSxeguZ8OryjXaGCPslv9WR9S5Vn8sqrLZiJJFph+QqUj5H1ZtraE0PlRqCSGEENJI3n/TY/jkr570voth2rKXdzbcc06HzTBSHXtqFVhRE7j8d6isA/zgoTXJ+tZahH0doxiTT6o6B9B4Y1PSa6gr4yonlpXFtVHif/3EK9p2dJjrCDdZjHBDiPFlV5Ve3Y0Xlal5NO5OVkhy3+l87OMCyuN4pW8I59/8GHoGwpnWdPfTqT/4OwBLi3DkuuBa9bQ14pFq+gGZZsksKio1jqz7LBFCCCGkKRDjoydf8au3uAD+vmYHLv7lk/jJw+saJJkZm1GQjTdiOL7Wvu8V63vxjd+vBqAP+XMcf6ycJEY36dg/7BqtiREuRhvy1F10hrjuTr3zcNLxcpwibDRc0SJcBaL+r6MuDl/pSEXYIkg4H8g6bX/VahEOfNPy9Xhm8y78ftUWb5kQSSfZll0jgW1MOE6MvMo69Tw0JGu0YblJlqoy+CWBybIIIYQQ0iC04yAX2FoeE67dWf8ySrEjMKswP/W7Lka43J+FoczrWmrnrqc2l5eFt3Pgh2PGWTOrMXyFXMB1FuHyQttuHM8i7O/wziP2kTcIbWtLe4zmbDpXVISrwPd1V835YYby+vpVtgzJtbUSGJCTFtCOw4V/M+nu0agfZbUGx3CyrCy4Rvt92mSNTvt6mGCyLEIIIYQ0Ct2YzIUrxQvXn7g+bSqj2CSRClmNrZJw6ftTKRmNSicxzo6WZpWYSIuwqbpOyFBY/lv+/k+vnoV50yf466VtWxLK3hqzg0nhpWt0FYgbrFrX6Mgdy3z/wTXe56TJstLG790JLds1UsC7bliOZzb3Q8XmQWA7A3TQjImhB0BjkmVJn6XlJneVpD/sSmGyLEIIIYQ0ClMWZOEZl8XJ90oSv+qzRifvOyrWWEUMJU35aNLAJimYUIRNuobahqP8BeDlL1JJ6kHZpiu6HJDFECOcqJfkjGlF2EnJNVqmUHTx4vbdoeW3/WOj9/mzdzxtLWPqrrjSjaRresX6XqzdOYgfPBQu5RT3e3UQEyMsrWzNOXBdN3BjN6x8UhlZFqNFuE6u0ZVZhDP4ViKEEEJI06HzmHMN67OCjUQ2YXkVGSMStCP0jrhuAtmZk8qjfI/KGm3btu8aXe7DdTFFihEOVOBJaMmb0B5XPsm0nBbhWEyXQk6W5cTcbKoi3GYwDd6wbC3e8+NH8dzWXckF1WBTkDop4qYJ3KPiIRflGq1Z1jcUTLgVJa6cLKsl56Doqoqoed9aEXjQG5bL2KSDTwMqtYQQQghpFCZX33pZhLfuGsaW/uFE+9iIpBo6tC7ghoRaUZmQbcsnlU6f3ViyGhVAPYaoOsLJY5H97fed0on99uhSlib3aN1zcof3OUlt51rfh2NCETYhrnvIIqzZNqQIa0z4DoAnN/YBALb0j6QgYfrJskoxwuW2Nev9BAGafTV325nXPxz4HpV5Tm5TKJTyA6nRrtHyE8tkEa6TZ3RFUHUmhBBCSBpoDQWu642Za52k6B0/WIZTf7gssCysoPrf/+OPz+GGv6+NbVcd3+mOQ/UBtTlUvUU4vFBOlhVHmnWEdbLkY1yjbXAcBx8/ZV5oeTUelLoxeKMswvqc2E2G6Vr4rtHxt9rTm4IxszpXdseRZspSUkvStkCOFlzc8eQmAMEZIK+OcITYunW7hpUkYpY3fmv5uFZuktPyN8I1Wm8RNklSN4uw5Xb9Q3l0tbeUXc1rKhIhhBBCxglB1+jyGDGwReMHHS58A4VckzYKm6zRJoU7Mmu05nzos0bbK55VWYSV75EW4QoVbtGkpxJJAidVhOVzni+6aC17Sr+wbTeuW/oyRgr6EFVahKvAd41Ovq/JZdn3m69MJpW0Y1Lvf26b9zngGe3Ff5gFj539i5hQUA9DKJQPr91p334NcCUTuXzspgQGdSufZOAr9zyD465cAqD0AHvD9/6Gb/7hWQCNmUgghBBCyNgjNllWneXRUclYO+QaHdGuE7GNSqKs0bau0cp+SYiynguKFgq+Vi5DNmmZauxGj2/o8z5/7Xercd+z2/DSdn25rlrfh2NCETbdcOLHnFPW29wQcZbBtC5M2gZI+YcgH6cqr77b+KMynTvXDbYpLMJ9Q/nY5h96aQeu/PMLsX1Xgkl5NNYRrluMsH7571dt9T6LB9i9z2yJ3IcQQgghJAn68kn+OK8RxguVfNHF6s32OXmKrhuqCqKvI6yPEY7CJtZYEKVnHDjDL0dUXfmkILrr5btGVzu2daT/UVGb8qm6+FdP4uJfPoHnt+42hioKmCzLAhcu7vzQ8aHlXj0sJ/lsiOkCe7NHGbUIy+gmCKLk9uKHI9uMWCcdi1CEd434rtWmrNGf/vVTuOWxDREtx9M/lMfrrn4Ij67rCSw3Jesy/bDq9YOgdZcQQgghjaKgGR/JRo1GJPVUe/z+gy/h3Jsfw/PbwtVadBSLriZZlqYfi/jaUNvWFuFgjLCq7L55/kwcIGrzVqEDqCJH1xE2tGHZl1eONrAsmezqBMWyl3tw2W9WGsuZCugaHcH+07rwziP2xlGzp2Kf7o7QejlrtH6NGd0sTXBRSjHCKSvCcTem7yahUZLLf9tbzbdFlLuHvEZY1HcP+xbhWs4urtzcj90jBfyfkkhBfrgFYoSlLyP5IvLl2IRGW4STbkMIIYQQkhT9+MitIMNw7XjqlVKemR277RLUFlzL8kkx33Wo7Xz/wZfwr795JrSdg2iFMec4eNWek8qfLTo2oBpUtDHC0gRHEkJak0bOloQaZN6gBNAiXAV7d3fiS29+FVpzjvaH67lGV3CjtRp2Ev2kdV3Sft7IP7hv/OFZbCs/PLxECBFWX7FNe9TdHSFvsI5wqY1dw/Gu0WkgZFcvW+D3JVuEpS8nf+dBXPizfwAADFWzGoI3aVH+TsWYEEIIIWkQ9Jjzx4iOZj1QUlhe3qGP46wVNkmsZIquG1K4bFyjbTwiVavxj5at025X8kKVk0oF17fmfJNSIEY4om8dNknBhJGnWi9Etb6wvMwWncKbc+KNZLQIRxB3CXzX6OTajSlGOElgfTX9VIp6qGpsRZTc4mYz1VAGIsonKd9by23sGi5IqfhLW+0cGMHzW3eX+0znTPploRS7fWDGU/qsdLt6S+k81StZVkXF3NMXgxBCCCHjEJ3itHukgM/ftRJAeHx27UNrcM6PHsH6nsG6yAfICqrd2KxQdEOKVZRrtJ8AtzLXaB02FuFcFfqJh8VxFhQjWKXopExqONJZhB3HMVqKgZKiXOtQwuZWhGMuglc+CcGbTXyc0tmK7k59BSmdQiT7/X/hrpWh2sOVEHsMABYdMK3i9ncMlC3C5e9RGeTENh0G12jHsJ+3XlrZ4sUI5zGxvTXQ/rv+dynee+OjZXliD8EKk6U7cYxwvRRhix92+GFOVZgQQggh1aMrL/lK35C37OlN/fjILx7HSHmsu2J9LwBgu6Wbctoy2m2vqyOsxgy73jK/oko81gqZ4wTGkqrBqyXnJy6qZsQZdo02xwhX3IeyuzwhkYZF2DEsF7S15GqetK2pFeE44mZcfvexk/D7j52kXWdjqQ24/Vry7lfPCvYTcyP99ZMnR7sqK6g31I6BUet9bVyjTbNy6gyYlyxruIAJ7S2B9tft9GcT0/L9Fw8EVZE11REuuiWXke/+9cXA9rr60bXAKkbYsqLfpr6hRFkVCSGEEDK+0Y1D5DHTjoFRPLa+10tU1Yi5eNVyG0dRUnLVNrzv0MQIWxxbvmB3AlSjkSp7TipFWo3txcbyLSYxTMcXl/U6pPxL8pr0l2PnTtUu11l+c44TqQe05pyaG4GaWhGOc5UQa3OO3g+/NecYY4GNrtHShR81FH+O4nNvODDwPc4C2dXWksgpQJWpZ7CkCIv7KOqGE6uikmWZTnnINdpThPOY6CnC4f2qna0SFA0Py0CfikX4/ue24aZH1ge2b3QdYZnQC8Bwqk6/7mGce/NjdZGJEEIIIc2PPP4S4w2drpfWOK0SkhpLCpqs0TrFWI09tuknLruxQB1Gqgpja05vqHvbIXtZtS9QpdEdw3D5giZ1L1ZHwrq9TcNlk8u01iLs0CJcUzzX6BSVG7mlwdFkivBZh+8dsk6bDM/fOmMhbrngGADJXGJNSQJ812j9fq7regmkokpHRZ3JYLIsx5NHKMK6s2X7YInDT5alxAgHPvvfiq4+0UC99GCboxbXbrTgwnVZcIkQQggh6aC1CGsGiVExnLUmrudrzjk88F2nCOsswpUcku15cBAci+pihIUhT17ziVP2TyaQquBrNhnOF3Sb+rLaDno14Ycmg6FJh8gXw1pAnGt0ay7aYpwGY1sRFn+Va2Jz3U0nXt53YLSg3cZkZT5gxkQAwO8+eqK3zFSu5w0Hz8CB5e2PnTM1TlyPO57cFPjuHUb5g+mGc6Vto7zCI2OEpc/yD0RYmHUKvVEe18VvV2723DriMGX8M7lGu64b+hEPjBTq5/pj4xotbfODv70cUOSXvbyzBkIRQgghZKywazgfiPuVkatniPFFdJxp7QdIptq4prFnhxLKp3ONLqpyu25oPGpKuCpjaxl3FH9VdZzfIrmpRinMcdhkjRa5jEySJ3U7DtZHTuZRq88a7UQaxKKS96ZFUyvCcfdMzvH/JrX0GWdPpM9DBkXY6HNf/jt9YjsuOH5OWbZ4wd591Czcc9EJsdtpZVG+ixsx/LDxl0XFR0e7o/vrWqVgW+EWEpqVc8Mzd4IlL+zA5feuxg/+9nJEf1JbQoII12h5prPoho+zkpjvSrGx78qy3/7EK4Hv1yx5qQZSEUIIIWSs8IGf/QNnXPewdp1soPNcozW2B3WcVs86w3G6p6ooFVydZ2RwHxe6GOH4MZm1ZVzROVQre0tOzhpt16SOsGt0eJtRy7jm+L50Sqx+W93iKZ2tdI1uCF7dq+R3mu43oToy7B7RK8KmiyZLcfEp87D80sVWsjiOgz0nd1htq+LVhit/Fz/kkIiu693oUQm87F2jpc/lB5Wubpv8G5UfRP3Dpdjm7buHvWVDowX8399f9uqiBcXXu0bLfao189SJpnzRrZtF2KYb+cGzY2CUrtGEEEIIsealiLq/Oo85bS3aBlasEEqkMVGrOubTlE9SFVFXExpnqjwikyRWWpZL9R5tMbhGJ0UeMz+5sQ/L6+wpaGsRfsfCPdHRmjMowo7xvDoonSsmy6oCb8ZFWW5z41m5RhsUYdMlq+csmoko12ixyuSu7SSwrOsswipFxSIcdF0Ob/+jh9fhfx96GXc+tSm0zpM9yiIsfRktuPjyPasC244UijWvV6aTy0ToUknfM3ArEUIIIaRJicsaLbDNllwLohR0IDjmO/uIfeDCnCtHbtNLlqX0E4W9a3RQz1BLreZyfinWavQC+bA+8PN/YGPfcMS2Ca+hwZNTxqQrqAqy+KbPGq1P0AaUFGrHSa/MqommVoTjbp+qZlp07SkNDowkc6VtpPLiu70YFGHJVyTKJT/qR7tPt2+1lmeEWssxHGrXpcLnkiIcc7PvLrsuj2h+Nf6PXJkdVBJkCdbsGAg9nEpJqaJlSAs7izAhhBBCSPoEYjPLH3XKSkGT5KhWhMpGKvV+VZxASF45SaviNagLywu7S8ePuKwVYSc6105LzpfaolKrEdsxYtEi2epb5s/EHl1t3nd1gsC3mEsxzYa2QsfkOHAcR3tvOTBbhEsu5EyWVRVCaXOhKHBVaKTyBf6PPz2fTJ6Ke60c9f4xxTiULMJ692IZ0xrXdfHFNx/sfQ8owjlxHTSu0YH0/dE3u5BdZ2E2JfqSDzfoJh3ua7QQSqlQOyx+2Or5YN5oQgghhKSBPMYQ4wtdWVBjSF0dEGM4U0IleTgoxp1qXOx9z20L7ae2ZqPj2meNDrpPnrDfVEzpbMXJ86aV5HTS8RC11Q+H88XYbb952iH4w8dPim0rkCzL0iKcQ0l30CrCEaehtWwRrrWBqqkV4bgbyZvRSOksxtUtjt2/AZrwrf/YiEvveNr70fvJssKzbmJJZLKsiGOY2N6KGRPbAQQzZ3uKsBq34bqBH0bANVrToZBdV+ZYqLDhZFl65VfnijFSKNbtSW9lETbEsBBCCCGEVEMwb0rpr9YirAw+ajmUVcfZYgxnE67oKcKKBfuWxzYE24RGL7AYX1nHCDvBczR7ahf+9InXYPbUTk9Osb4q12i4GMkXY+UaGi1UPbTV7W9MluWEvzuOfpLFxnJe66FvUyvCcYiLoZ5E03lfuPdk77Mx83MVN22jYoSXvLDdOx6R9EAXfiq2iVKE4xDt6hRh9UFWKLp4+OUef9+Yuz3KYu1bhNWHqLy/9Fnz4BgthNPuNxJdXAshhBBCskXRdfHf9z+PNRHJqbKG3jPOblma3PvMZpx702PadWKoZkxCK435xNh1JB8try5ZVlyZJsA+aZiDoIKnNplz/BjhqlyjXeDk7zyIf/vtqsjthvLFmlhSZO/MUxfu6S9XDkqkBtMlGI7Si1ocukbHEhsj7AgFLPkMlk3mZxuifgz1ZMuuEQDRMcL6KNsgcbq8TpluibAIX3G/714ed6uLZ7FOUZcfYis39UvLfaGz5Bod97vWTsRQEyaEEEIyx9qdg/jFipIHXrMQsAiX/+qsdmJZrfSRr/52NVZv2VWWQw2hK1uEIzILC7wY4ZiYZhfhOsI2h5YkRjgQS6tUsCklgSovs2pRj5Dmj6u3Rm43PFr92FZ37bvaWrzPHzppP+9zyFhVTni1tayHKKuM5OgaXT3eCa7gJKY1AyHPdmQh0a85a7SfPMAUI+yEyoRr2im3YeMarU4yxrmwC9l1irAXyO84uOCnK7Rtyoeuq5U3WqhfFG5cPy50te+oCRNCCCGkenTlk3RjRDVBaSOcG006aM5x0FGOlxNDwxHdAE/CdfUJtOKwzZ7twAmcIy9DdPl7qXySWFeFB6alnjJajI8RNncS/CBLO6HdV4QDLupqjLADbOrXZ7SOdI12QItwHPP3mhS5PidZAnMWCumJ+031Pmt/dE7yB0BO82NoJMZkWa6sTJr3j7UIl//qskaHZvoS5kT3FOEo12hleTGwjfzQ11uE6xWIG/cAK7p0jSaEEEJIbQiMMcqfdW7QahbmWqEbFwlxjDHCAD5wwlwAvoXSxpW7qAx4rSzCCVyjdWNlsUyUBRLbVoqty3olRh4vx5Kyp6y4y4qwrGPllIG4A3+yItyR+QwwWVYMUzrbvJvfhBwjfMZhe8W2+dqDZuCbpy4o7RPxo0tCUAFvvCYc6RptESNsWiMeQKKNg2dO9Nb5McLBfWwUPbm/KIuwKb5Dvo7ys1w/61nHrNEx/OtdK/Eff3wusEw+XVmoSU0IIYSQ5kQ3HFQTTQG+hbXW4yMXZkttVLKsfzlhDpZ99hRPMYtT3P+0eiu+9+CawDIbu0yyZFka1+jyspy0vpqh3HA+HHOrQ+fuHkd4LB3eZqJsEZaWh+oIO2bdIUoJLSXLcmruDdm0inBne0uswubNaLhAZ1uLpwybbrycA0zqaAWg/1E4UTtHyOF9rqPu8vFF+2uX+1mjg8td6VYzKuyGxZ9YtD++867DAstmTOrA3D26AEgxwqosoczV+vYFXrIsnSJc/qu68ASzIurdpAVZqiP81xe24+G1PYn2IYQQQkj9acap6aCXXAmdlVEdV9VOnvAym2RZTjmpklDA4uT96aPr7TpXsI4RBvSu0eW/rbJFuArFYDgmKZggzWRnQdfoVu9zwCKs89o0tBdVrrVUR9hukqIamlYRjk+UJdURjinILcg5jud2m16MsP5zrfmXE+Z6pYxkRBIBnRLqZ2U2t6v70V54wlzsO6Wk9Ppxxv56P0ZYdY0OthOY9dGc/ijXaHFxh0YLymK/of/+8wuhtmSylCwrbqdmfOkSQgghJBvI+lHUmGQ0XyfXaM2ynsFRAOZQOnmsKcaGcRbQKIU7SjGNS8IlcBxH7xpd/psrK3jyskqwtfQOp+Darjv77S2yO7SsCAe3i1J21RNwyF6T8O2zDgXgK8JplcA10bSKcBylGaLSZ9tTmMs5xgzHpTaTx7XWyjXaJuW67t4TCuCI8mCTjyrBPRtCKLM56WhbDK7RSS3CYvsWXR3h8r7DynHJfW6WgvV1D7T6WoTDHcX92GkRJoQQQkga6CzCOpKO1aoQyLjKxkwhYlPjLKC6tVYxwgkswjlt1ujS95LC7rtJV4qtgpvGRIbnMRow7umV35BrdES76vEXXeCUA6cDKCcVcxxahCsl5wB7TuoAEAzoBswKaYvjeD8kk0U4qaX4TfNn+v2maMazcafQbSGSZT22vje4wvWVxkiX87hkWVL+AfFjaIson5SE6Bjh0t+wIqzvQ+/+U0Qj1c0475UMlTgmhBBCiEKtrVdpUqmCUTM9OKJt2XZhikf1XaOTK3421y1J+SRZSEf5lJNco6tRDNTxLgBtUqqo8xFfytO8LnAdNIq/t530dbriqapuK59jkVSMFmEDrS3RN8+5x87GJYvn4Wtvn4/j504FEP/jdRxIrtH6bZI+OE6eNw2H7j3Zaz8tKp1FMv2Qi3CjXY8RjLuOIydFx3tZo+Nco01x2WWis0aX1ukeDDp02bN3DefRO5i32r9adMequnVHwVxZhBBCSDaoJtbzgp+uwGdufypFaeyQPRyjlA2xmR9mWBvFJKrZZS/v9D6bQg79OsLR8gXKRimhk1FXMa5dGV1+IDFub5U8VqtRwlTPTiBYutTbrpJkWeqZ0Fwc03XQeW2K83zW4XtH9iu8DxyIWGqn5uap1vhNssnUrjZsHwgXZwaAX/7Lsdhv2gQAwDsWarJFG+70FseR3HjTsQgHyifVObJT92A2WR1dFxgcLcBBKbFYRKMASvW9dG0FLcKlz2qyLJEOPeRuE3O7R1lMxSpbi7D6QGvJObhxuSaBQh3Ztlt/Pwv+vmZn5HpCCCGENBcrN/XXvA/XdUNjQlv1SFV8a2Wgi2r23me2aJebrMOR/Whio+MOqei62D1ib6wIhEUqrtG5nFxH2LrJEDoFV6cIb+rT1/BNwsKyQe/0w/bGX57fDqB07mdMbMfcPbq0xyuQ16kenSaLcM4pxwiDybIiiHLf1a+LO5e5HKJjhJHcV12WJW01WJR6MvatWWZKK++ipAh3tbVEJ8sq/+1o1SvLfsItP4NfqzK5INd3DsgQc26j4rOLnkW4oCzXby+fh/OPmx0I+q8HumPdHqMI/3DpyzFtNo9LFiGEEDLWyNJb+K9lhQUwxMUGLKPmdsJVRmqD7RjGVEpSV1FEu7/0WYwd44xcP1q21loRLiXrlb4rf1ty8DaoLmt0eDyvCx38wd+ix45RiLOyd3cnll+6GIvL8bsAAMfBvR89ET94z5GB2sHqcDpgLQ4pycFtC37WsnKyLIeu0ZUQ91swrZaVN6NFOHGyLKnflHWtvSZ3RK7XJssy3VCui4GRArraI6zB8H8UpuLYuoD68AxQ6a96Lm2TZambrdk+gOuXrgWgsQgbrpdsET7z8H3QqlYArzE6qeIU4ThqPWtGCCGEkDBZjFb66m9XeZ914ys5VC5q+KCOh9OqqqIlYdPBrNH+59cdND28sdeH3XHL/Pm57fEblXHg6N2GPY9Kx1O+qrlvdK7RUTl+EmHRTFystg5VPPVWEjmdHIhkWbQIV4TONcCGnOQarTvvjlNSxuZM7bRuM2ARTlETdipsz/T8KpZdoye0Rd8S4odnUoQD8pU/+xbh4Daqq7PsGq1zk/Ye2sqqj9z6OPqHS7G9qsuz6fcjbydcMGqJ67qBh5Zuhmv7wGjVfRBCCCGEyENE3fjAdshQr5FFJf2YlLEpnW1W/fh1isuxqYah4PSJ5vZCMjnBUEjPNbr8XSSBiurPBt35mtzRijMO04SEptiHQGf1BnRZo/04X3WsrRrnROkkx/HPU00nXjBGFWGjUhNzMlscxNYRdl1gUod9aLVj+JwGpvZ+8v6jjOtNx/W/D63B4GgRXW0tRgV7/2kT0N1ZOvZ/PnrfePkU12jxIPas7hZKqyyKKdGXbAVWN3n45R5s7B0K7SMrwo5T+eSJLT99dANO/s6D2FGOa9cdSaJkWZpltAgTQgghREU3PJBLEiVxja6VYmLbrLGEjzSOa4sId3tFiplVk2WZmKFkO46UT5VR+ZtzHE9Rto1rtsUF8JnXHWi9/buPmqVdbiOV0SKsaJYBq70y1lbvpb27O722hWt0rRmTinCcUmM6r46cLMugVRRcN9GFqaVrtOkwTVmfAbOy9JunN2NgtIAJ7S3aH8DJ86bhvcfsi0kdrVh+6WK8/9jZ2nZcb1bNz4rnK8JC7tL3SusIq9biYOKD4Lo/PbtV21ZeMkfnHKfmivC9KzcDALb2l92fIxKNVQr1YEIIIaRxZNUxS5Zr2+4RrO8ZVCp3xOdg8RJL1SxZVvKGg/Gn8nK7MV1ROSbTXmrZn1i5pM9ehmjhGi1ZhFNX9Fx7XeMXFx7jJRauBOs6whExwiYDl1Mel588b5pXV7hWjFFFODp+1USLpLyZFEY3oSJcy2RZph+6OHxdqveombzBkQI621q0P6KjZk+xOu5vn3UYTjlgGtpbHN8iXM6lrrqehJJlxbStllvy9/P3tLWK5qXGHMSX46oHlbwEAvtn9Q1MCCGEkLoiD9nk8dbb//fveOf/LQ+WEYpoR12XxkjD5KqddBxkql9rO6JzDQYWlfbyOPYNB8/Qrv/Tx0/y+3YcZewv/KBLf0Tsa0lmS0EtSWKsiwtxjCOg7EsHEjbGSetU1+iIQXtLzsE5r56FD5+0XzVixjImFeG4eE9TGaNcTrJeGvYtuMlu3JwjJ5BK9443NSd+BHpF2NzewGgBEwylk2yP+YT998C333lY6UFQXiZ+FGoirZBiG5PB0JQsS97WtuD5aJ0twgLxsNVJmUyPDctL12hCCCGk/mTx9RtXstM6RjjkvVf90epaeHnnINbsGEzWkMHt1na47ccIR28nDvmgGRO16+WQSTlHjixjIEbYwjV6YkzyWr2cCRRhXcHfBJhihNXuRclUwF4RdhDt3ZomY1IRNik1cb9dOWu0iULRtU7RLtoUpHlJHccJzITJeIpnQm1rcKSArphkWUkQhy6srb7ricE1OqY9odhHpfLPm8zGobb87XKO2YugVuhmH6t9tdQ6oQAhhBBCwriGifqs4KIk45V/fsFbVogxPpjW6TZ9+pU+HHflEjxtWRNZp/9c+NMVVvvKmFxy7V2j7a6bV/5TGiqaQh8dR5UruE3OQaxr9O0fPA7zpid3Wy4mMNaZyqAGiLgxdAnBAHOlGN06ncGu1J59OaxqGZuKcIyba5QlNcqa/NzW3VixvjdUI8u2r9QnN0zHEXEMUbNeW3ePoK0lp51FrMSaLdrxrewiWZaQJVmMsE3pKtOPKmo7J8IinLa7sTgn+kmKBO0YziEhhBBC6ksW38TBrNGlcc8tj22Qltm5Rkc473n86dltAIBH1/ZYyZbW2CqgjJX/zurusDY8+fHP0fIUUVZgLVyxHSBw8kVC132ndGHPSe3lcXaJKKNsJV5+rutaj9ejXKNFE1EixHmlettJ7ahW3hG1fIy3T7Q+lib26Y+biEqDz3OOnSk+iVKYC/88ak4u4gaOuqkLxZJLhe7wKpHcswgr5ZPE9fnBQy/HyiY/dEyu0TLWMcIB12jz5MnWXSPYM6ZecyXor03yp57sVkKlmBBCCGkAGX/9Fl0XhaK6zP8cpQiq1m7dpn1DpfKPkzvt1IpqQrlMbriD+VLljZPmTUvsGm1jiHEcQ31gKHqBlG8IAPqGSuU933bInnjbIXsG+jXpK45jZ/xRSRK+GZVZO86tPopQ/xEZpUfUm1LapZWu0ekTmywrZzcDkcRvveQbH7SE1ppqstCZM2pXIoeyrxv8vmrLLrS1OJjaVarPFjcjJ9cRzhddr9xQJTOLqkXYdE2feqUvcdtWaESuRI8NKsJVyEMIIYSQisji61cd1ahjBNvJ87BrdHg/oexN0SjC/33/8zjuyiVKm5WfMXlPeeh2/Nw98K9vOihR+SBbl/aiW8pKLY+vTYegxgj3DuY17QlXa4MiDCd0fWyG4R2tOWsdoNq8RUkswuJkqWPtUYMiDMTne0qLMWkRrhTHcUKzFfrtkrVZyX5WbRuWV3PvqD9gb3lFrtElxG/ZzxodfJDo5NU9X2Sl75JfPYlH1vZg+aWLK3oByYpwlEV4fU+4BnE1+Mmy0okRDsb4ZPFVTAghhIxNdgyM4JolL+GfDPVYG8Gj63owMFIILHPdcF4W28lzVSHT7ScU4U5NwtVfrNgYWpbWaEVWulpyDt51ZOk62Fo0hXOgqxmfygiXY5tWHcWFurdsLZfxFOGINtRzlHN8eU0sOmBarHxfecvB2HtyZ+x2JnJO6R4wJx42xwirYYgjebNFmIpwDYhTFFosXaOTXJxAMH2dXKOruXlU1w9veYVtAaUHsAM/zkRuy5W3i2nPNwi7eESKQ6lE/wsmyzLHCKflbqw+XHXNVtKTnBuMFmFCCCGkflyz5CX85unNsS7B33vgJfz44XVY9tlT0q8dq/DRW58AELTOFt3w9HugfJLF+MGznmq27R8uKcK2w5DUxlaG5bbD4KhjkhFJqGwunYPgdmKSQEYYdswW4fA5cuT0yxqOmzsVH180L7DsTa+aiT89uxUA8IlF+2NyZyvOOGzvqqzBYk/TOVbtSqa4aiBYwUXm7CNm4Zg5UyoVMRHjyjVaYHb/tXONTlJqJxg3YL1bVVTzkC0dWnj/amKEXbildj0Xcak11/VjmmMeRKYY2ooswqHySfqfQl2VywQvBnEGAxbhlMUhhBBCiBkxnlHLwAyNFnDclUtw55OvAAB+8vA6AKUxxV1PbsJfn99Wc9kC3ncaGQMxwhHthMdBZtdo24FIWg5sJoUucfmk2O1EDp34hh0EDUo6lUH0G2V8U897nOpx/nGzQwmwvvb2+d54sautBe86clbqpVxVQu3L50I5iFFDpZdLFs/Da+bFW7fTYFwpwqcduhcA4PB9ugPL33v0vt5nG0U4SRHqXA31YNNzpFpvAq1FuFrXaMeRkgP427jwXyRxM4RidWizCp6oo6prdI0twqE6fLptKmg3OKNLVZgQQgipG+pEfvnDzsGSO+x1S9eWFsNf/40/PIvP3bmyXqJBCKAqwrZjBnUznYFAhJvZjpnSGluZx7v2Y1bXdbXjyA29g1i6ZgcASRG2lsvf8ltnLAyt91yjIwxz6vWJG4fr1re35rB/uQxTsrDO0l/tZSqvNMmjKvcO/PtfPV6TRbiejCtF+MT9p2H5pYsxe2pXYPlnX38gll+6GICdNTWRIhxwCbDerSrEMVSiGEVlsEuK7PKck+Id5CxxphjhKEJ6cHLRAi8Ex3GMMcJpZ2L2HqM61+gKupL3oWs0IYQQUj/E+EWNv/UNAfGT4PWgCDcy1jdqvPinZ7difc+gnzVas03SOsqpZY02bJNkXFlwfXnk3d7z40fxyV89BcAfqwYcGm0EBLBPdzge17MIR7pGB5fFHZNpvW/oST6Q1x1jnByOAzz82VPw7lfPKm/v76BOJQwbYoTrybhShNOiLarwl0LQMzpdTdjUWnUxwoZkWRW05bs8u6UZofKDUr7xZYuw/BwWH+98ahN6B8OJBmTU53eSiQohp8kinPZkVVSyrCQ40rn12qZFmBBCCKkbth5tgnq+pnV1hGUCHmUxbX329qeDjSkYPfYC26Q/XjFZJU2xtzpcTfw0EByrFkWyLPWk6mRCvPFIlzw20IYDHD6r5L3aWR7TxhnqTDpGi2fBjZbJFtMkT2AbKd9QoN86GQSTQEW4ApLECOeCmnCqmF2j7Tt6w8EzAt/V2AZBVL0xE68vtz17alfZzaO0/FV7TQLgB9RH1T0GgN+vKgX62zxoAWCCJmthFFGx4bV6WKflGu0aPhNCCCGktog3uxrqaMw+XFtxjOhihPMJZvqH834Wap011/cMN7cp75eWB5uxhE+CNoqunDU6vD5fKHrJsmzadZz4cbi4FlEW4S++6WD89LyjMX1iu1E2tV8doo+0VJDzj5sDAGg1GAWj5MygHkxFuBKSxMvWSg+OaiuJQVjdNmewCCexggvOPmIf/PWSkzF7apeXbl1mjwnix61x5ZY+y0m3xCcZ9Xna1uLggU+ebC1npEW4Rl4b2qzRCV4MgfjrMmm7cafB2p2D2NSXbgkqQgghJAs4ikVYvIW9d7SyfcM8t1w3NAaTExUlGT8kcY2WjzeJBVpmwZ6TjOuMrtFJLcIRAg3li16McHeXn4nbtItj4f/pJ8syNeKgozWHV0nHHqdcm9Z7inBKSshHTt4fyy9dbBw3i5BQ8dsoeYQKGdORIU2oCGv44ptLszAmklxIOdt5minzXUTFRiRR1JWg9tgYA3scx8GE9pJ11oHjKbJelj4lWYD8UJEf2LZZpQU7BkaTua8DEVmja/PS0reavK+k5Q/qzbtuWI7Tr3u40WIQQgghqSPGJ+FSN6W/jXwvy+O7bbtH8O2/vBBYP5KvbPwQpcxHxUTbxiSr3HTe0ZjYrvf0M7pGJ4oRdlGMGH8N5YtejPBbF+yJxQdOB2C2ajtOvMEs1jXacpnN+rQtwnF4LtHl71ExwlmAirCGs4/YJzALo5LkQsrJstLMWB6lmCaZCVM3dUq/4NB2lViEg+3KWRVLf7zkBE5YE5afL+rMapxLTb7oGs/18ksXY+akdkW22tcRFnitRcTYVAqTZRFCCCH1Q4xfVC9jL5RL2T7qPe26Ln7w0Bps2zWcjmzS51se24C/r9kZWJ9PYBEOhGFpNhXH9cK2AXz3ry9q6/MGrcOR3YUwKcImkhiEDEmjvXHh0GjBixHOOQ7edeQ+sW3G9e65Rhs2rKR6S5xrdBIlpL085k+ac0cHY4THIEktwrUg6uZsCeuVRtSHhQP/Pr3opP285ZXECAfadfwHrfpXZxGWH5jqj3/EIstclLS6deas0bFdJeZdNyzHhT/7R2h51THCWTQJE0IIIWMUzyJc9BW/gZGCl2gpbCE1v6efeqUf1/99Lb567+rU5dRlLpZL1yQZ6+hznJSW/nDpy7jpkfXYvnsktG3RBf64eiueeqUv8XhlUkdr/EYSSRThouQaLe8lxtnDnmt0aXlcQlqDPSlAnKdoQHdU8umYMLXVKrko2/L6g2fgopP2w6dfe0CCvUp4LtFSh2rIQJZIdmcRAMlihAMuASneAZ2tOa9tNf42mXzh774F1m+0zeA6bN+P35FoVcyIeVmjpf7kZ6QfD1taqJYp0BF1DnQPMZNFuBbK5dqdg4a+krdlCKsmhBBCSJ2Qx2Cvvfoho/Eg6j0tjANplZSRrbw6T8HRQCnL6AGEvLfOemxTa7jouvjS3c8AAO780PGR/akkV4Ttt/2PPz6Hkw+YFlre3pLDbhTKMcL+WDUuVLCUdDZ6GzGONXlw6jxP49o0iSWG70lUkJacgw+/Zr/4DTU43t9wjzplvcVJv0JLEmgRroDEMcJivxTnQjpaW3DgjAm48Pg5+C9NsW5bQj8sR5812mQxte4H/oNRPDC9GAkElwNA1GvAVuEzSax7mJhm0tQsi9USdRYTlVTSlGyIinGpNYWii2sffAk9A9GlrgghhJCxgql80mgjR/Zl5PFLUTOWGZXXS6v326MrtK2LZJPt3vkw5DFJGnZWS9foPz27TXts7WWLsHCNFmP/WEXYiVc6fddok2+01aJwxxrSLp9kK4bevTu8rDNhpZe0oSIcwZmH7Y3XHTQ9tDxZVubaWIQ7WnNwHAefOGUe9p3iP7R+8v6jErUTsghLn+UHgy5G+OvvmI//ffcRVv2UyieprtGldcJCa3Lz9S3GCOwfh+k66XR6kZ5e5YmNfTjuyiVYtbnfqs9G0sgY4aVrduCGZevwrfueb5wQhBBCSB0xJcsSqIvr6bmVDyi64Y7zBovwR0/eHxccP8fYrk3VC8/wIS3rGRw1bm9CjA9li7CN12OSXDkBeRwH9z27FUvX7Ai4Rruu32+8RTheT/BCAw1amG73eNdo/fIZ5bw4u4YL+g1SRhUjtuRpwkmOtKEiHMFX3voqXHHmoaHluh/h/D0n4ROL9g8tr1Wq8M42/9LJP6SFe09O1E4oRtjx3Rnke1fn5vP2Q/bCMXOmWvXjyO2VP4gZMW2yLCVbVtF1vZp31nGxMankZeZoZkAB4NmtuwEAS5UkE5US9Tyo3jW6cZqwuDYjtao3RQghZNzTOziKZSm9j9PAS5ZVDI9P9N/r956WFWGdt/WIIUY450SPXXVKtbrMKyclLT77huWRbehoL489E1uEE20dvC7/+ptn8MlfPeUljBpKGCMM2GSNFnLaKwmxrtGGtg4t6wXPbdtt3VdVKDHJbnhVgK4GW4THVIzwHR86zrtxa8m0CWHr4buPmoUpneHT6QQswmm6RkuKsKlwe/numzd9Al7aPqDdRv1ByzIGFOEqY4TlrNHmZFn62UsHwMW/fFJbsD3KCppzAN38l+4hdvCMiZHyG91XLBF7R2aMTNKgcg6lRQ0hy4kQCCGEjA0+e8fTeGJjH/5yyWswsb3xQ1jdYF8mlCyrnhbhQnRW6NHAemmFE45xLRkz9Mq+bplpYsC0vYlKsxcntQjrxmbtnkW4oMQIR8tiM9b3LcKGGGHN4thDMqx/y4I98eCLO3DBcWYrf5qIs+OXEJM8PDVCTu1qM+bOqQdjyiK875QuzJzUkXq7t3/wOBw1ewoAYEpnqzZ1enD+Q11eIk3rcEerP4MSp6RFrVfXOPIy6eatNkY45zihgvNe+SRhgTY8GR0HWL62x/tuW4vOJLHufOw5uQOnHrqXsa2kD1UjCervRaFzO8pCsqx6xaAQQggZf7y4vWTVKmbE+UgMDWzzidhslda7XA5T1irCksyyISKHcAiZtSeet030trbHKMLyZAOGza5Jh2y6NtvKjYx4FmEnJIsOm65jyyelmCyrq60FV5x5KOZNn2AhWfX4YuqOIbz9AXWSy8SYUoRrxeypXZhUdss447C9Az+Ck/bfA0BJ0YubwUlTR5Bnx+KUj6jfrGpNNh1HGuWTNLkTAADCiB9MpCDtq5w5W4uw6aFheogdMM38Y6xWD3aVv9VS1DTYyGRZGdDBCSGEjHGyMOErI8YZviuwYgFWd2iQ/DpFPW+wCDsai7CMPkY4uDCuukdS1+jAWLXKyiE6hPzyXqKJgotyjHDpu02yrDg812hT+aQKLMJpep1WhzJmj9n6gBiPzFpDRdgScYOplkFxE5uyxAVuzBRv0k5JEY6bnYpar0ka7ZGqazT8GUf1ASjOUbB8kuQarchYDCjMyS3CpodY1OWp1jVakNZLXOei1MhkWYQQQsh4IycpSzbUM0ZYRqcIy5mt1+70w+ecmBhhF8Azm/tx3JVL8NzWXd6ywDYarzXd+jiERVgtwblHV1vkfkltNzoLthz/XUhgEbYhzjVaR1wm7MyowWVBdIeWcxzc8aHjAstmGpLV1gsqwpaI66n+uOT7UneT1soiPFmKR06SJl4llCwLelflai3CAHDfs9u0iqsfI+wTFVwf9/x8zbw9tPsJKnmIpfHgA9JLliXeaYHzmbWpcoUHXtiOO554pdFiEEIIaVJ8BSsb7zvPImyYibapr1sPdP3KyS3ljMKlZFlRFmEXf1q9DQDw4Is7ysuC2xQ8C7lJHkuLcKtQhOX+gV9ceAxuPPco435JraPi/GzsG/aWrVjfW1pXdOG6vgw2WaPj+PBJ+2FWdweO2neKvg1NI3HtVqMLpImQQohTVAxbcqUbgMmymg5VIZItwuLB/Jp5e+BvL+0sL/e3T+seveD4OfiXE/yg92p0VJ1rtM7aqCuflIQtu0YAALet2Gi2CLvA+Tc/hlfvOwVTpdm+pK7Rn33dgQDMDwWTUhv1EKk2RljsHRVbY/t+nNDW4r10M2MRtnipffaOpwEAZx0RjrEnhBBCbMlKjHDcu92Fi9Wbd0nfLdqsgT6jd43WS+M4ugjVoJVXjOOEt5zakp8TproYYaF0ymMwF8AeE9qxhyZxrSC5F59ZoILrJooRtrmAC/eejDs/fIK5Cc0ViLUIZ0MP9usI69ZpliVNhJY2tAhb4mc4VhXH0l8HDsTkmrxNztHHHlTDxafMC2RLNClp4gEUNTOm7mraNG4GzJZtu0fCMcKSRfiZzbvw88c2BJRltes41+i4h0UlrtF/Wr0Vz2+tPvV81MPfNlnWjEntUrF6f7lY9vy23Xjwxe2VilgV2YlRIYQQMtbwQqwyYhEW4w1deSKg9M4/9+bHggsaQF6bLEsvtIM4i7DGtVctnxQzM29balFkjU5q8BHiHztHb3FViRL3qr+8iKVrdqZqEY5DaxGO079T6LcaPEtwyHglb1Ra98nF87xFcjnYRkBF2BLxI4ksN6TMkAHBh4l+jq16TLXDbJ63oRT5gePxl1drEfbbD8+7+XWE5RhhcxsBF2rNdiKcOalFOEqJW762B++98VGzUJZEukZLn6NmHHPSOQzGVZf+vvcnj+Iztz9dsYxJGRotYEPvUN36I4QQMj7xyzA2Vg6Bzv0zCputaqEr6xTTUYNFOOdEK11FV8p6XB6rqM17lS0MxzIwqituWaKjNYcPnzQXANDWGo4RtsFkqTZhZ6m3swinYQ/QNRF3DhrtGu1ZghXfaPncilN3nlTKqdEWYbpGW6K6gQjk34PYpkb5sYxUk8cqZBGG/AP0b9+0YmQdhF8Y+hhh82NpcMR/gEZZhI0xwqYsfcYe08M2rqk15xjLMThSKapAKamqpauML939DB4oxwk1ekaSEELI2MWbBM5ITgzxzjMpwuriRokdV0dYxpQ1Wpp2D5X/MblGmxgYMSvC/3LCHMzfcxIAP2t00jFo0rG3zf0kjrUeFmEdcQpjox3y1NhgTxw3vI2MXA62EdAibIkpw5v8TUyuyT/YWlmBZarJJKdzjZZjdtOeqXl552DoiZmT+hPICp56fNc+tMb7fMX9z4f68BRhgwxGi3DM9zRY32O2nMrHH/WgbXEcFN3Sg/uztz/lLbedkU4boQQTQggh9SArFmEhhq086mab+urjTaWNETYILYf06Si68eV/4izCu4bzxvYdODhy1hTsPbkDF71m//KyZCQvn2TfZnz5JH99pYlmdfLvO6UzZp+KukoPZeytjxEOL21PIRlvNaRuES4UCvjv//5v3H777RgeHsaiRYvwta99DdOmTQttu2zZMpx//vmYMMGv3zp//nzccsstaYtVNSbXaHGpHfiuJ6EY4RrLlnSmbOHek7FyUz8ATdZox4EjJcv6+fnHYNWWXWoTFXPfs9tCy4QEV/75BW+ZJqRAy+9XbQ0t8+K2DTvKD7H3Hr2v1E/Y2q96Dq3c1I+Fe082CxTDN37/rHGdbC1uzTnIOfqXa84pvcDW7Bj0kpABmU8aTQghhBjZ1DeEXz/xCj528v6xikxWLMK+q7Y5WVZw++D30697uCZyqei8oEcMgc0OnNjwtILBOOT15yX01DfUH6UIO6XKKL+5yE8mlXScawhdNmJjSBBtyrL86gPHYefAiHb7/3nnYdh/epd2XRy6o509NVoRbrRrtED97boxJuFGu0an3vsPf/hD3H///bjtttuwZMkSAMAXvvAF4/YtLS1YsWKF9y+LSjAgx/8Gl8s+8SJ5Q6BkUsBPujayJb35O1tznjIXSv6FoOI5Z48uvHn+zGpFjETI8HRZOQf0tdySthdnEX71vt347OsPlPoJbqfr9+O3PZFIFlt+9uh6/HblloCMpuNuyZUswk9s7A0sb5RFWCYjz2FCCCFNxlfuWYUfLVsXOfnuasKCGokY5JtCmbIipzZG2Bh+FR5PbNk1gpe2l2oNu67rtfcff3wOPQOjoTbiyiftHja7RutlSuoanSxG2BQvrWtTlmXuHl040lAC6eQDpoVKBdmiO9y9JndE71NRT+khfgMT20uuzjpvT918RvtYU4RvvfVWfOhDH8KcOXMwefJkfP7zn8cDDzyA9evXp91VXdG5PasUDVmj0+JDJ871bjCZpJncHSfsy6/btl56le4H70ZPIEXiW4T168U11NVQ1rUT2KZGT5qr/vIihqXZWWER1iEewkOjwdncDOjBDX8QE0IIaU5EJmGbZJlZmPgFfEU3zWRZtaCgkc+kvJfKaJq3lbNGA8AL28MVNXyLsJ4oi7COxBZh8cHyuuQt6nHFlWQ6eOZEq75s0PWUcxxccso84z5ZsQhP6ig7G5fFkc+szjW6I6VkvJWSqmt0f38/Nm7ciMMOO8xbNnfuXEyaNAmrV6/G7NmzQ/sUCgW89rWvRT6fx6GHHorPfvazWLBgQWxfjgNMnTohdru0EO4fkyZ2BPptLxeCnjChA0P50gxXZ6d/WveYOgEt5Ys8eXJnVTJfdupCXHbqwtBy+QEVaF8E9iuzLW2tLRgt7zKhK1iHbeKEDuTK2fw6Olrrco472sO3YXuHv2zixOhZMJU9pk7A1Ant2hnEqVMnoKuzVKO4sz14fBMnBs9FTuMbnXOcis5JS8SMl6699tYW5Jw8dK+RttYcnBEHHVKtZQCYMCl4b9bq2rW05Ixtt7Xp75l6yEXsiLp+JNvw2jU3vH7RJBkrVTueSorp2nV4g/6wtVDH5Mm+e6vanljX2pr+fZJLoGxMntyJ9o4B4/rOrrZAWNqU7rDVs2tCO6ZOnYBim95tWL+03H5nW+j4Jyk1g+POz6RJpXFji2Uippa2eHWovb0l1K/8/WcfOgEv7xhI5dpNnToBreVrlitnxJ04sQPz9u4GHnhJu8+UKV2Y2h10n27E82bfmZMxdXIHOsVYu8Mfq3Z3h3+306f5EwiNkDdVRXjXrpI7y6RJkwLLu7u7vXUyBxxwAO68804cdNBBGBgYwHXXXYcLLrgAd911F/baa6/IvlwX6Okx/1DTZqSsHA4Pjgb6FcsHBoYxWP5ckNLC9/UNolCe5ezvH0JPV/qJumU34sA5KS8uKHEg+UIRxbJMI8NBl5bBwREMlbcfGh6tyzlW5SvJ4cu1a/dwovb6+4aAkbw2hqinZ8C7PsViMXB8cp8AtFOZDiq773THKMukknPM1tViwUWhWMSAEpfS3z8UaKtW127q1AnGtkdHC9p19ZCL2BF1/Ui24bVrbnj9ogmMlXratNuI1/rO3kFMqWOSHdO1GyiPG0S8rWoZVschPb2D/melvf7+UuKsfL6Y+n0yPJJHiybviY7du4YwMGhWVZe/uD2QaEs+JkFfeTzSa4if3R6RJGxoKDz2HBoKjs/izo8YHxXydi7Y/bujVHOU2wpfF/X7fpPaU7l2vb2DfmmqsrV6cGAEuyPmM/r7h9ChWLYb8bwpDo+ip1DAcPmaDQ3557a/fwg9HcHJid6I34Rg5szKc/PEkao9euLEklavKr19fX0h5RgAZs6ciQULFqC1tRXd3d249NJLMWXKFC+2OEuYk2X5iAeMPCMob12rR3bi2Anps3o8UQpYrdBNVAae1QldoOJOhzhmNfNfKA1aiiciaVstjmN0cylldMxOWQZCCCGkHvjlk2rT/mdufwr/+afn7OVxo2OEs/JaLhRd67FiznG0McUCddXHNLlTxHjY1MquiPJJOpLOeSQdvtm4RtfT87iSvtIMxawGkfxKHIN8D2TFfVsmVUW4u7sbs2bNwtNPP+0tW7duHXbt2oX58+dbtZFUqasXavFwHeLBIccRZPF4jMm8lO/1ixEOnyN5VjWpGHGxJEIBjqoJXfoebqd3KI+HXkpeLijpuWxtcYwPQpGJXJ15zkrMFCGEEFITvGRZtXnfPfjiDvzq8VfsxSn/FRbSuAnqRr2mC0XXOs62lPzVjE3G7qLhfAh2J4wRrjRpqu3pHo7w2lPbrAdaI5oTrSBnTdvQxQObZPzKWw7Gz88/prYCGUg9Qvnd7343rrvuOk8BvuKKK7Bo0SJtfPDSpUvx8ssvo1gsYvfu3bj66quxfft2LFq0KG2xqkY85KLqXXm1hjNyN/oPINXy6d+eoTrC0M/i1BLd+brzyU3e56QvDtGcaT/xMlBfCuqP1vTQ+/Svn9IulykU3ape1KVkWQaLcM6B67rhF2zFvVXOmh1BN5YMzvsQQggZI9TaIhzFI2t78PtntgSWCeuorUW4ccmy7BUlx3EilV0bpdF0PgSmGsaAXs64RFWhNsQ41vKEi0RtUdTT2KBT/B1EX8MsGt4A5RpIIn7kNfvh2DmljNtnHr4PDkox2VgSUg9Yveiii9DX14dzzjkHIyMjOPnkk3HFFVcAAO666y5cfvnlWLFiBQBg9erV+NKXvoSdO3eiq6sLCxcuxA033IB99tknbbGqZrT8I2lV/HjlCyzcASZ3thq3yQQRv5Wc43iZqXUZqmsijubHu1tym0nbIiweqCFFOCKDdlJOvOoBHDV7Cn74niMr2r8lJmu062pesA240b7+u9WB79l8DBNCCBkLxNXtrSXCBfith+wpyVOSw+haGxMzLFNLRaboutYWzZwTXfbJRmn0yieZ1iesK5WTht5fecvB8dsnNOiYairL5KUA60+99gDsP62y0kiVort8e05qx5ZdpRhcecz4jXcsQI+a96bGXP2uw7BT6lNnVJMP4UMn7YcPnbRfXWSLInVFuKWlBZdddhkuu+yy0LozzjgDZ5xxhvf9wgsvxIUXXpi2CDXBxiJ86qF7o3cwj3cfNQs/WrYutL5RkzUhBU/6P7wxcNrCvbFruIBzXj2rxpKViHNLSKrgxb1M/PJJ6n7K90S9hlmxvrfifVsj6gg7MLlGV9xdFVD1JYQQUhvue3Yr/u/va3HzeUcHyvpkxcAg3rsmeSqzCKd/cKUYYbttc0jRImxoJ0oR1o19hBL/tkP2xJmHxxvLdG65UdgcU146lnOPDXu51hon4M+pXy94mzRZUy9O3H9a4LvvnemftzEfIzyWERbhtrJFWE20JJadf/wcdLa1xBa+biRORJxBzikpiu8/drZn4a41cT+MpC+8Fs0sVGC9hWv0IXtNwiF722ep6xkYxR9XbzWuT/rbb805+OjJ+pmyUrIsjWu069bdKpymFZ0QQgiR+bffrsJzW3cHrHEAUMxIGirVQh0rVcQGtXx/F4r2FmE40eMuG6Ux7nzo6hpHITz5bM9R0rGIfEzzputL+BQsLOG1xInxjc7a+Evr3p0xGQEqwtYIi7BQhH/1geNwzTmHw/Qz//H7j6rYLbbWyAqf+kxJOouWBnE/jKSvBluLcDhRmP/5xnOPxoQ2s2v43U9vwnFXLvEmSL5w19P40t3PYOuuYby0vfp09S05B+86Um+RF3K7yplxER13UwuiznQjXLUJIYSMfRrjARVGvIdN8qSZy2NT3xD++vy2RPv8x2mHACjJZ5u/JtY12sYiHGMpVyc2ZHRiivGZrS7qJcuqIEa4zXCiRrNy0xnIorUVyI73hgkqwpaMFoKu0bOmdOKE/fbw1qtK1YyJ7Thq9pT6CahBVZRkhLSqe20jfkdxMb1Rx1EJOms+ED72KLG++9eXAAB9Q6XMh6/0lWodjxZcvPvHj6Qgo/mn6WeNDi4vunaxO2kSdb9k/J1BCCEkQ4jhiO69koWcGDrEe84Usxx2jTbL7b8z9S/WC366Ap+7c2Ui+cR4p+Dal09yHCdSziSu0alZhEVN3cQWYbvt5WNqN3hD2hx3LXGcuGRZdRPFCs81Wl6WMRkBKsLWiEQIarIsG9JW5Kz7FS8VZXnpgajfpxE3aVyXab/vTNkHbbNGB/Zxgn/Va/3lu5/B6i27kBSTsi7kKtURDifhGI2YZa0FkRbhuklBCCGk2RHvDPm9ooszBJInW6oVQi4/JDZarqjVcWPFHQPJkx/lhCJcdK0twg6iz69VhmWvfFJ0jPDcPcIJp3RDLzEeS64I22FjEV63czBZoykT57GZNR1Tl7k7i1ZrKsKW+Bbh5jtlUfed+kzJNeCnlHaMcBwmC3Rc8iwZ9YVt2vQPq7fiS3c/k0Q8ANFWcj9ZVnB50W1AJs3IOtTZGKgQQggZW2Tl9eIqCnCcXJGKsLcuTpm2P3gxlCgmsAiLyXYTVhbhGBmFInzZGw8KrdPt6h9HbNel7SFCyOyQj8lk8BpqtEUY0ePSLCqZKlmUMPWs0WMVP0Y4+WVsRNxtJG62XKPjY4Rr4xpdjHmiRimj4kWkXlvdA7ySmet4i3D4rBRdN/aY6kmGRCGEENLEhN53GfE5KioW4bjJ6ErGMyHvLySrCQwktwhHHUeartGtlmPqnHQcNlSTLMs0zr/oNfslazRlSq7REUaSjKkagkZ5xdpCRTghbU1oEVZx4Xq/GPX2bERB7lpZhE2zpqJo91rFzUU99kSza+Vtda7JFSnCES8H390k3G69k2WFrOjSZ1qECSGEVEPpveyGFLOsvF6SimFnEQ7ytv/9e2ByvFh0kbNUIMVmhaJrb5JxgNlTzTVybcYZniIckyxLF6qmdY1OHCOcbCwrJwBr0+RoOf+42fhwBmreqgTjb7OlCevG0FmTEaAinBi1jrDNT3JyRyn7cFxSqGo47dC9MH/PSVbbys+RkEU4TaEsSTtrdBxHz56C9xw1C2941YzAcvXyVHK5+ofzoWVxD+6tu4ZDy2xihMOu0W7drbBRp4gWYUIIIWmgvkbrHgZkIKSgx2wftd5kOVNjgwuu/eDdswi74fFrhCB47zH74qAZE/HJXz+pfZe3OH5maB1ezLThmDyLsOVAa79yLPHJ86bFbFkiqSt1nEU4Cwqc4zgxrtH1k8UGR3MNsiYjQEU4MSaLcNS1/f9OX4g/rNqCedP0tcnS4PK3zTeuU2WT3WrUh0QjblJT8iqPlN93juPgc28Ix6WoUkRZhIVIwj1LbNk3FE5mETd7+o4fLAsti5o0EVmjwwOD7CQQAbIzUCGEEDK2yMqrLrGCXoFFOLyd/cGL8VWx6MLRZEM2KbQ5x8EJ++9hbLetJYfpna3YsmtEu340JqGWGKvYGohmT+3CfZ84CZM77NQWr8xkzLn6ztmH4VO/fiqQLEsXI5wFBU4ngnx4GRAxlizK2Px+vnWmEtfoGRPb8b5jZtd9Rsn08496MDTENbrO5ZNMqMc+od1cR9hPkBFcPjBSCG1bWYyw+T5zRIywJmt00pIEVRNRi5l6MCGEkDQIu0Zn4wUTqhMcqwebN7A9oiTveTGUKLj6GOHY8pWGrtpbc/jOuw437icSS5n2F8OiJJ6S3Z1t9iWgyn/jTtX0ie0BeQC95TwLiajiRMiC1VpmSmcbAGBqlzR5kTEZAVqEE1NBrqzGo9x4rvFLY2Zr5Odge4uDEWV6sl4zv+qxT2o3/zzEy8xLmlXeWWf9rUQ5tXEXUrsquUvXd3AQJWXWEyQQQghpDnQeUFkgaexypGt0zM5exYgEyYtF9uRSsiyTglfZGCVqmDI4GjYK6NApwmkodKLZuCPT9d/ZGjaCZMUinEE90sjbF+6JQtHFOxbuif996GUAtAiPCbI242LD6w6aHlrm++43/m0in1Odxb1eEqqXdmKH2SIsCGWy1JzPSizCcRmrXYQVzWKFfVWDKuXzW3fjQz//B4ZGC5kZqBBCCGlu1NdJBoYuAErv3cD3quoIR2Mat73SN4R1Owfx+msewvcffMm4j25UEWsRNiwvKcLmfYUiHHedYkPjKkSMK+OuR6um/z0mtBnbqzVfecvBOGr2FP1Kx8leFZoIco6DMw7fO+BqnoUJBRVahMcBR+47BcsvXYzjrlwCoPRgcixny+qBrPpqLaF1euOpD7qJFq7RRRe4afk6rO8ZAqBXRCtRCMV52HtyBzb1B5NpFd1S/2GXLDfRTHEaqO+GZ7fuBgA8sbEPB5ezcxNCCCHVoFpL6x4GZCLNZFkxOzuOA7jhDNpnXPew9/lHy9YF1rV42Zb17r22yapUco4TqcSKMLFKLLJp6EqeRThOEdf0P63sLh3Yrk6K8JmH74MzD99Huy6DOmRisqjI0yJsSTMP6qOSZdUyk7Ut8sNZl6Qg7kH63qP31S5P+ppUz8TECNdorw/XxXeX+DOwOkW4kpJG4uV007lH4z1HzQqsK7ouXE05iaJb/8GB6aHmovGua9t2j+DxDb2NFYIQQogVXqiR5r0Stgg39gXTNzSK465cgntWbgksj5UrYn2sRbj8N8m7VYyv8kVXX5ZIs9Cm+Zzjxx/rGBoVMcIxFtkajUHFPRRnEdaNgadPCCvCWXAGdTAGlOEMHgAVYUuu/+dX496PnBBanpVJyShCP2DJJHzErO5Iy2c9kOXTPRSjzvHcPbpw/nGzU5cDAE45cDrefsiekfuoounqzBercI2eOqENB80ITsJM7WozWIQbkDXa9FBzGz9Qef+Nj+JDtzzeUBkIIYTY4b0xLBzDGjnR+uyWXdjYO6RdFydX5PqYff2SQAmSZYl9lBhhMdaq1BiSy8VYhEersAinoCxNKSdoevW+BjfjiP51rtFZSZaVATGqIoviUxG2ZEJ7C2ZM6ggtFz/yLN+cOeXWUx9MHzhhbv2EAbDkc6/DN96xwPuuezjLRL04WhwntdgNtZ2O1hy+LskpY8oandf4JlfyvpbPg9j/zMP2xvJLF6OrrUXbrqu4TNVDETWd+W27R/B2TVmoeqLWXiSEENIESK8uP/tvdrJGv/+mx/D4hj7tuji5ovXg6H3FWCnJhLdXRgjBcaqolZtUEe4ol2DKxYy9vGRZscp9bQbPMyd14BcXHoPPveHAyO10x6+rI9xI58ndZTdzXSWTJrDFBcjChIIKFeGUyN6llVCEc11pkVufH9K+Uzq9z/tM6fQepkC8RThKwlwuvQdUkmbEC0udmU3LIiu7iKuz5OUwobBrNIJu2KokT73ShzOvfxi7hvOpyChk0fHM5v7U+iCEEDJ+0CmE4cSU9ZHFxLqeQe3yOLmiFGVvgt2wvpLcLvL4SFZCRGJSXSWU6RPDFlGBqOPb4jihfeWyQ4OWFmF1/PaW+TNx5uF7x+xlxwHTJ0aWPN1zUnsoWdYtFxwTMh6V5GzcKF9M6s/UGOOajQzqwVSExwNRMcL14rZ/OTbwXe6/RfNwlomaYM0lyKJ3/NypkevT+IGmpQjHJZBw4eqTZQUswsH133twDTb2DmHlpuqV1OuWvoyP/OJx47mvu4s2IYSQMYHu7RF2jW7sO8b0jqtGqnilsQKLsPSOzmmMDvJY47RD98LfP3MKujvjFWHHKblHy3S2+RbLQREjHHNUsnwOgG+edohVfpY0uOm8o0NjrQNnTNQOkLOgwO05BhThLEJFeAyj1rhVlwPhh1StXi2qgivLFBsjHNFuyTVav059T1551qGRMupmAU2I95D6PkorWVVUAgkHTilGWC2f5AbrC9ZymPDDv72Mx9b3Gs99JQnCCCGEEPk1aioZ1Oj8LL98/JWK9ossn+QlC9Pjnwv7/uR3dFyMsIN4V+lJwiKsKZ8kfxscsSufZBoL1oNpE9rRaukGXa+s0VFMaG8JuaM3OhdLUjJwGkNQER4H6Kx2sotNI+5L+bcbzBqdTBHOxdSyE0xsbwnMVmpJcCLESzlU0sHwhnp5h96NykRAEVb6cBx9VmbXdZGXt9Vl06oTVIQJIYRUgs3bo9h00ZElImOE45RGy0zIgX0CirD/WYRfJXX5ndzZ4u0nK4e/+fDxge0GRwtWSprcfyPGojoFVxf7XK86wjrOP24OFuw5qSSHsq7ZcqEwRpjUFTWR1/nHzfGWy8qx/Kiq1y0qP8hNFmERRxz1MM0pWfROPXSv0DafWLQ/fv3B42JlShJrLDJBq6KZFGGRQdGWqEyK5uQhwQzVcXFGtYSKMCGEkIrQvPPDySHrI0paHDunlL1Y9uQKvcNj2qgka3TA9TiFrNHCNVode6kWYhfAcD5+usJxgO+cfZj/pc7ojl93ShqZLOuSxfNw03lHB5ZN6ayP+3jaZE8NpiI8LhDPlkP2Ks0ouS5w4Qlz0JpzsHCvyQ2RqWCwCMsPJZuC6DnJNbqrLYf/97b5oW3mTZ+AaZq6cCpJCn0L+VXRdOWTkvK6g6bjyFnd3ne1j1KyrHCMcNF1A4p4PQYKpjOWLzTZKIUQQkgmCE7O662gaeah2DWcx2ghhZd3BGKcI5ddCnl1SZ+f3NgXKtEkFNlErtHS534pUaawhMbV8X3PUbMC32XXaHm81pILh6kNjhasskaLur2NUJJ0h68bC6rx0I1CnONGlz0dS1ARHgeIH7WnWAI4Zs5ULP3MKZjSZU6KUEtky6WpfJKQOzJGOGdOliVmXm1dWiqZjKzFy/mKMw/FftMmeN9FF/5xOiXXaGU/V5EnNINepVwj+SJGFE3fdG51ZaQIIYSQOAIRPtB7X6U50fv6a/6GT/36qdDy57buwuMbelPpQ4xzvva7Z71loUMQIVcAPvDzf+Cd//ew0kbpbzFR+ST/80vbB7zPQokNuCZrXueXvv5A3HPRCd53OZGVvK+unNLAaMGiJBQCFTHqxb0fOaHcp9+pMEDo5MiKsiSL9vk3HBib+yZrNNLF3ERz2tYzRDMEqnvqk6gnF5W+vw7yAMH4HtNEmxfHHCFvi2OTldCOSn6fYYtw7RRAR3pZuK7eNVo2xKZ9b775+0tRcF08dflbfJkM29I1mhBCSCVYxQin/H5bvrYn8H20UMT7bnystO7SxVW3rxtfmFyjxWL1NepbhJMowvq3tK1rtOM4AWuoKJHkusHSS625sElicLRokSxLnuKvHzM0GZivOedwAPo41gzqb3j3Ufs2WoTEZMSwHiArkxzNTxZ/JYKyaFm6AWV9UZYrqf4kP+RNlmHb4PwkrtEC22RZ1aC2mCsny9K5Ri9bszP1/gUDowUMhyzC+m1VRfhnj673PjfD5BEhhJDGIL8jfNfo4Da19jna3D+cans6hdNk5R4Y0ecUES0kGWYM5/VttSSIEQ4m2fI99eTxVylGOLjf4EjBKu7Zn+Rv7CBVJFTVSZGZuf0s6xoWZFF6KsLjgLBFuHGyCAoG12hZtJyFvC2Og45y9sOzj9wnsM7bz/KXJzbTFZg3EUqWVYOTqzbpIFwzWGx351Ob/O+G9ipR+GVU92gd6oTAVX950fucgduPEEJIxrApLWT6Xk9ZKkE3IR96h5f/9g7pMwFXkixrztQuHLZPOBeMpwhbDAdk2dtyfhJTWfHVZV/e2DsU+8IveUbXRz2aN31C/EbQ65q1MHJUgu5MXfOuw/HJxfPqLktFZFCRpyI8hhHPSvEQk2OEg9vV/wcuP8gDirAmm3TUQz+XK5UBWPqZU0IPApH8orPV7jYX/ak1j6OwzRqdKk65jrDGIixTq8v62dsel0TRP9SiEo9kYSKGEEJI86C+Nmr9qk3b9drGI0+Mf3oHS4pwV1twLCLet0nGGZ1tLfjR+44KLddZhM1edf7nVsk1Wn7/t7WES1l+5ber8Mdnt0bK5ziOHyMcuWX13HrhsVbb2UxaZIkT9t8D55WrwmSd7KnBjBEeF6huJ1lwTTWVT5Kf72JxlLRvmb8nAH3mw5FywGxXXP1gT45SG+2WinNJtspdo6dNaKuoBpwDQx3hGNnSuuy/X7k5dhvVhTogRzpiEEIIGYPI7yo/V4i6zViwCOv7FLk+ujuDyUwdZbtq0MUIm/KtBBOali3CyjaOE84aDQB/Wh2tCOcc2WsxWuY0ePP8mRiKKWeptQhnZOCSQYNqIrIUoimgIpwSGby2IYQLjO4BVm9M5ZMQUJCjXaP/991H4Jg5U2P7mmCZZl78QJNYhNUXWZIkUfaFxUtthhNKBPtSZyyXvLAdb1uwZ02vr2kwEqUIly5oM/xiCCGE1BvdW0VV0mptEU67+SSu0QJ17CLGKJWGYM3dowtrdw4C8F2ZbcYhAUU4wpdat2ZT35BmqbSP41uS6+Ei/f+ddkjsNjopsuIa3ew0Og5cBxXhcUBWEhHIyOn/4yzCpoe+LiZFh229NdFae4IgYVWyJKUIbQvZe+WTxMvCexmqfQcXfPW3q9HiOHjdQTMSWbmTYHofj0S5RtdEEkIIIWMBnWUyLhQobRriGq0cd5uyUyVZowV/+/QiOI6Dk656oNxY6Y+uZKVKwDU6wrNQyNfi+OOTKEuqaDc7I9MS2kmLjCjCWTtXYwHGCFfJOa8uFRvXJSPICqE6wnV2MdJhUpMCirCIETY8gGz1elvXaNFgshhhxTU6wblMkpQLkC3C+heRzhr95XtW4eTvPGh0Ra8W0/FGJdTKgGc+IYSQDHHVX17A89t2A9C/I2pZR1hH6q7RGk04Lq+HOoHtJ8tK3n9bSy6g9IqPNhPyanZoQD+hLTbTHWtku56xxmq3mqMTvxaJUCuhXonFxhNUhKvkhP32wPJLF2OmpiZZVvAeTmImLwM2ubMO39v7HFSawq7RpgeQrYXbVhEWD7/2BIqwaoXNJzAJ274sQkcvLMJK31GuO7V6hpvaHY2YBs5y0glCCCH152ePbohcH3aNbn6LcFwX6qR8NRbhsDzCemvjGu1/9hRhjQhJ2pTbzZxqp5E/SdhbXcjKrMEYgK7RYxjxs1UTETRKD7nnohO8+JKuthYcM2cKHl3X6yW1AtTY4fIyk0XYsl9bF2RheU7iRqw+HJNZhJMpwsrkaaL45DU7BvDc1t3WsoVkMByX6XizMntKCCGkubCxCFejlxSKbrl+rfkdnKT5rrYcBkejJ8F1fcVZuUOu0eW/aehkoq3A+MhwOnJai7AvxF6Tg4Yg2zGXFxucMaVOJ35WXKNTzZhGAFARHtuUfyjiIZNr8LzbnsrDUsiVL/ovkMkdvvXWixE2vF/SfnYOlztKEiOcVyyfSRIq2FqEVUxlpVRZZP75J49W1JfAZOF1XRcT21uweySYhTFKFj6+CSGEmHADnmHlZSnGCJ941QN42yF74hvvWGCWIUH7NgmndMOKUGUH5buqUIp+0lDKvLKaFuOQKIvwbf9yLKZNaAtsZ58ItIRqrKk3t1xwTMBzUDdWzsrkframDMYGdI0eB4Qswg2TJIi4+ebu0YUT9puKdyzcEx8+ab/QdqYXXtoPhNF8qR/VHSlqdjOvxggneEHZWoRVRIxISBEuJsjUlRBT8quCqz8/US+NjLxPCCGEZBCtRTjlcoC/e2ZL5PokumbSzMumPkIWYmV70yR4JXghc1bbShZhL8SuxP7TJnhlntR8NHF4rtGet1tj1LwDZ0zErCmd/gJdjHDthleVkTErejNDi/A4QI0RjtKEk87kVYMXT5JzcM05RwAAnt2yK7Sd8aEfI+u3Tj8Er/QNW8sz4lmEg6+G1pxjVHCrsghbnmp1ZtqUNbqWMSwmRXh4tKBV6KNkqXeMuuu6mXO9IoQQokf3hlCX1TpGOJlFOH4b3YSx2kNcIlPPIpzioctjPpu3pBge6bNGi22SuUar+zcanfjHzZ1Sf0E0eOeoySwKUzpb0TuUb7QYWqgIjwPE78bLGh2hiCw6YFrtBSrjz276y1Q3nZxjrkkb98x8w6tmJpLHU4QNmRp1qJbPqPK5KrYvC4GqzKnuUS/vGEzUXhJMWaCffKVfuzxqQmBDzxBeteekVOQihBAyxtC8PsQrxSmvTksPMCm8SZRNm4lW3RZq33G1ktO0CKttlvqPJypZVlJF2C/tWf5rtVftkRX0ez9yAiZ3tqGjRiUok9KsWaNvPu9oLyt81sjGlSU1wU+yFIwFMT3gzz9udmLlrBq8LNbSE1Xt3oHZGpn27OHJ86bhlAOm4ZOL5wWWR7pGK7IliSOp1Pou9npsfW9g2aqyNb0taV0mC0aiigEm5P03PYbnq0jclZTmmjclhBASovxuFc/ztJRBUytJWjcNEWTDgtYiHOcabbAIyxPN1Za/TDoOUV2jZXzX6Og21VjiLCt3MyZ1ZEYJDpAV87kle3d3YtEB0xsthpYMXl2SNn4sSNwPp74/LK1FWHbTcRzAcTCSr0+McGdbC779zsMwe2pXYHlULG8oa3SSGGHb8knSTDign32WLekHzZho1V4STJMRlbJzcCTV9qKwPd5C0cXNj6zHK31DtRWIEEKIEZ3XWsg1OqW+TK/sJAqmySIsh1nptgnVEVbWq/PPOq/YaqcDZLHsXKPNW3kW4ZiGfAU4uF9WQpjqGSKYmAyL1qzQNXocEEqWlZHYAr1FWIkZATBqsgjX6YkQaRFW6wgnSFiV1HAb5T7U4gAib3NrjIJdSYxuIUWLMAB0d7Sl2l4a/GLFBnznry9i13AeHz15/0aLQwgh4xL5bSPe87uG84GxQmrjmBRco03vctk7y2beOxwzbMoP4i+vNoN00lFUay48blPbipvkV/PWeGPUhLLY8r5j9sWCfe1jfOvoGEkyAC3C4wDVXSX0sK2zPALxrAlahJVtnAhrZJ0eVlEPddUCXIvySabMkcFl/sK4l1Al781iyndJPSdcbSUXidUmtrfEbEkIIaRW6HTTS371VOBZnpaTkun9kMT12mRBlCtQ2GSNVg88HCMcjs+tdI7aC5lL6hodEWKXs2zTrx+sypRIFGs+87oD8d7j5lpvnxXLtI7sSta8UBEeDygJCbKCLol1MotwfYh6qFfjGm37Alp8YCmu4h2H7GXcRrYCx1mEK9Fp005ILV7kg6MFDI4WojeuE0muXTPx0Vsfxy//sbHRYhBCiBXGuF3ZJTgli3Aaj33TKzfOInzm9Q8Hvusswg+9tCPURsAiXOV5CLhGWwxJvGRZEW3FtSPetTsGRsvbZ2twmi1pgmTsVI0JqAiPA8TvJqeZTZTX15u4ZFkOSg9Ikajpn4/eN7B/vR4ISVyjaxEjPHePLiy/dDHm71XKtKyNEU5gEa6ofFHK7vRChsXffQhvuOZvqbYd7sxOdnHtMhI5kBqPruvFt+57vtFiEEKIHdIz2JTVWH7V7hwYwarN+goGsV0ZXaOrjxFuy0VbhMOyBL+v2TGIT//6qVAbsjt0tRO4lSbL0r0oO8tJpeLC1tRxU1T+k0ZA1+jxBRXhMYx4TqluKFkZ54uHjSlZFlDOGl0u3bNoXrC0U70emlEWVjVrdJJavlFJuKLQ7SWLWBPX6JRvGrm9WtY/Buzvd08Rrp0ohBBCYjBO1soxwtI259+8AufdvCJVGZK8lkyv3M62XOw2MmqX/cPBuqteOJm0LKlF+L/OWIjTD/W9y5IOQ6Iswh1t1YUVZUX/zIpCriPLGbabFSrC4wA1MYE6k9e4gb/GIqy8LeQY4bbWsJJcD6IU1ueUMkBJ4nUqnXXUiSMrv3EKdiXXO826hZXKUGvyojzHWDMJE0JIE2F6BJsswpv6hyvuq5ZZoyd1+Plo7SzC0X16xgNJ6KTzyK8/eAa++rb5ieSSiYoRFhbhpIMz0VRW9M+syKEjw6I1LVSExxHiIWp6btb7x/+WBTMBAPP3nOQtC9cRdrwYYdnNCKifvLmIX8m9z2wJfK+Fa7QNiVyjK1D0onb51zcdVEF79VM2k5RPArKppBNCyHghmDXaR369pvUOMVmfk7RumnyWEy/aJMeMPSThGp1mjHDC7aOyRneWLcJJ2xRtZUXJy4ocpD5QER4HqBZh8wxonQQq8/qDZ2D5pYux37QJ3jK11nHJIlwSTK7JB9SxfFICjbsWybJU9DHC/ufY8kmVhAhHrDtsn+7E7dmept7BUfSUE2pUiu3h5iPM+c9v240P/GxFZhJ7EULIWMVoEXYrt4Qm7StJ+6ZX+cR23yJsM46I1YPFdtKGlZZPqjQuN2qi3YsRbnJNMsuu0dTS04eK8DjAL59U+p5l10/V+uo4foxww1yjE1hu62ER1u0VcI2uSYyweadKjsP2HnzT95fizdcuTdx+JRQiZPruX1/Ek6/047H1vXWRhRBCxgNF18UVSjK/L929EsdduSR2vyQMjhbQMzgaevfYKN0AsOyl7ca2zeWT/OU2ulXcEQ2Vx0JyjHCl5ZME0ye2eZ9tjAtRW/gWYbsxwUOfWmS1HfGhHpw+VITHAbaTW1mYBAsny3L8GOGQllwfmVRFb8bEduO2+aJ9ccOKY4S1bdkrwpU4/0aNOWLLNSVsL21sle6xmjWaEEKyyrqdg7hVKe82YtDu5KVJn9Pvu/FRvPn7S8MligzvQ3XC+NwblhvbNo2dZMuilUU45qBWbuoPbVeta/Rekztw3rGzrbf3qn1o1nkxwjEcts9kzJzUjnbL7QmpJbwLxzBeAoKGSpEMWaFzHCVZVouqJNcH9QW2cO/Jynr/c10swtUmy0rZImxShDtaczhg+gTtuizqmn6McIR0DRB8tFDEZ25/Cs9t3VX/zgkhpIYkcUOVX0NRHjw61vcMhdrQfY9brsNkEZbHBmkaGgKu0VUqwq4LzJrSab29OA5tsqxyluy4a3POkbPw24+c6Mvgtd1Mo9XGwHOUPlSExwHih+NEzOQB2bCEhZNlAaMiRrhVTZZVnweCmuRCVWBnTurwPifLGl2p/NExwrGu0Za9jOSLuPeZzXDdiioPY1Z3Jw6YPlEvQxZuNoUoi7C4VBt6B+soUYnVW3bhwRd34N//8Fzd+yaEkFqSZD5YfhNVGuIVsginkDXadAzyGKWSOsImAsmy7J3QYrEZkvhxyppkWa0l1+jhfDKhRFNU8eLhOUofKsLjAEf5qz6/ujtLCR2mdLai0US9LMLJsupDu2KJVr4GagUmodI6wrqXbiLXaMPbdvXmXXh+m18O6odLX8ZXf7saP39sA36nZMeWmdrVhs+9/kDsNbkjsLzoutHW1TphnSxLlE+K2OaK+1/A5ipKdRBCCLEjKp634mRZofKReuU6iSpnGrc48D2mrLJGW/ZXjWW8WkQc8NGzp2jWlcZCSRXhjrKR44AZeg8yQmpJ4zUfUnPEM9orI6ysP+vwfeAAOOOwvesplhb5XeEA6B3yC8q3qYpwnTThf3vrfPx42Vr88vFXAIRfel0VFpFP0zValikuZtc0gDj35scAAMsvXQwA2NRXciW76i8vRrbXknPwnqP3xZ+e3RpQEouua+yrnhbhpOWT4kYjD7ywHee8elZ1QlWAelXFpMVBM/RWd0IIyTpRk99qrLD83tBZJF3XjfUUC8cIGz6nZBHuamtB/3Deyupk26e8VaXvUvk0HTyz9A45ct/4ChCTOlpxywXHYF+NO7WwCA8lrK4wfWI7rjnncByqhJ2RMPSMTh9ahMcBYYtw8MHZknNw9pGz0NrS+Nshata0kqRMabDX5A5c9qaDve+qAttZoSKcZrIs+eEYW0fYsh/bGXcxkFF7LbrmF7u6OJ9WLYwqiIoRlrNgbt09UjeZonjvTx7Fe3/yaKPFIISQiol6XY0WgpZF2Q1Y98qweY1ExQhXanE2Kd+O44d0pVJHuEzartFH7jsFv/3ICXj7IXtZbX/gjInacY8YoyXJlSI4Yb89MKmDtjlSfxqv+ZCa46gm4QwTJaGq4DXqcNQXmm2mRJVKLcK6A09iEbaedbbcznMVV+RyXdf4QgwpwoUUA53UvixV/ywo44QQMp6IeuoO54sBJVN2A9ZZQm3eWeEYYdM7qnqLcM7xQ6vUkCodj2/ss+ovzWRZAjnXSaWYvA4JyTJUhMcB4uHk1xFunCxxJEmAVXmyqepoVfqd0F6pRbhC12htW/7nWIuwrauwrUVYxEAp3RbdiMRsypo/rN5q1ZfruomTpNhuLpTxuO2zP51ECCHZxHVdXPvQGi/0JkqRC1mEA67RmrYt+zftU2l5JjFuueD4OaHlIqTL5n2/5AVzrWIZ+f1ZddboqvYOYjumyULuEEIEVITHAeLRJB5SlSZ3qjsxD9VGKSRqOeNKXaMrRe8anaB8kmU/RUsLqdk12sXn33CQvm2l6W/8/lmrvs750SN47dUPWW1rg6xY5z3X6DDyKaUiTAghlfHCtgHc8Pe1+NffPAMgWuFUY4RlD6NKXaNVXIP2W5TeBLuG87Chqy2c0LM9gSJsi3ycugnr4+dOTa2vJDSB0yEhIZpEIyKVcMoB0wD4StLUrjZcfMo8fO+cIxopVtOjvtBMrtFnHLYXPvKa/YztVPrS0O0nL4qLRYqbQX5mcz92DeetZpoDPamu0SjVJ5w2oS20X6XzwWt3DmJwND036k/++ikc/+0HAEQrwoQQQqpHuDePlK29UcrrSL4YeMfI2+qsipW4RgeszIG2/M9v+t7fYhotbayODYIxwrGiWRPIbq05gY3ylvNKdGbZ7ZAQBSrCY5j/OH0hfvPh4wPLLjh+Dubs0dUgiez433fbKeqNKiyuWlxNWaOPmj0F0ye2G9txKrQtyvsdN3cq/nzxawLrq80pdv7NK/CxW5+wml2X+1JfyF4SZp0LWwayRv/umS34+5qd3vd8lMAZIJtSEUJIAkLJqsxPtpEI12hd/gk712i7dcESRTFtlv/mHAcnz5vmLc/B8WKEVeX0xP32sJA2Xk7dhHWSesBpIhSKuLFDpWMfQmoBU7SNYTpac9i7O5ziPuvYxtw26lGqvmRMFmEHDnKO+Y1QsR6vxAMnzbRoY+ldtWUXTtw//kUtT0Y8tr43sC5qgJMFXfPffrsq8N2LEQZwz9ObMXVCG3oHR7FUUpbF+npSzX3OmXlCSBbxq1iYtxlR6tHKyq9uP5t3m2pJNsUIVxJ7m3OA/zn7MHzstifwyNoewAmXfRTsofGUskU+K797ZotGjkZZhBvSbU04fJ/JWHzg9EaLQeoAFWGSOWyfpQ3LGm1pEXbhRs58Tulsxf7TurBmx2Ci/uUWJ7WHf8Jx72/rEg0WJuEo63NUWV616dlTazdhY0rM0dbiYFSa6vdco13g//1udWDbRQf4s/zNpFo2k6yEkLGP+jwuRjylVItwfNZoi/6VbUy1iSspAeSNDTxXaT9GWE38VU05SCHnlv5h/PLxVzRyJG8rDTzX6NRabBw3vO+oRotA6gRdo0nmsHV5zoxFuMJkWa0tOdz2L8fhq299VWQscVT/3Z0lRTjJi8c6WZZNjHDEtRIv2I8v2t8oxdSu0qz45AbUD+xsDV436xjhJrKyNpGohJBxgHgkiXdHlL45qvgkyzVz9ROsyR94pl2++cfnErch8nOIY3LgoK3sGq0eS6tNPaWY/gZGC9r1jbII52zM/GDWaJItqAiTzGH9CG/Qw159xne0RsgRsaqt/NY4/bC9ce6xs637l63MkzuTK5C2M8BJY4RVRBmndx6xDy57YzB7tB+OG0ycUgtMh9uhuLQXJIuwijyb30yv8GaSlRAyfvB1JvNTargOFuE0Ebqtr+z775lR5YUaV90hCtFU3vCStms6/fGTzeQGIVmDijDJHOIhHveYbpRFWH3Gm2KAtBuXmdzRirOO2Mf7niTxl7ypzpIaF3tk7Rqt2fC1SsyMPPP87bMODay7Vkp6ph6eGPyIF6YaC5YmpsNVy4hFWROGpEzVTWVlbSphCSH1pGdwFMdduQT3PL25YTJEPaJG88XAu6MYUISTteVto7pmywmy4nc3tFnCUVyjHSlGOK+6RkeNG+L6K7dfMGTxaliMcEN6JaQ6qAiTzGHtGt2gp646g91ewQvt0689IGCRrDRcaErZIiz2f89Rs7DnpI7IfWxVTp2RVrWi6ty0BQdMnyhtFy6tBPgDm2FJEX5p+wD+372rjLPdaaG6RvuXNdzvUJ4WYULI2GJD7xAA4BcrNkRu9+i6nopiZnWoymqU8qq+A4qBZFnhHaPijc39RyfgskHsJyzCQsxS1mgRI5yeRVi0NFrUv81txhPnHTcbkztacVyKNYdzikXcBLNGVw/PYHpQESaZwzpZVk2lMKO+LNuiYn1Mq5TllVqE37Fwr0Bzs6Z0xk8QWL7tdXE87YoiLL/Mo45BXaNWKpIHCV++5xncs3ILXti220rOWCxdo8Vm8ukR13ZQisVqJiNrM8lKCKkvNiGdy9fuxEdvfQI/eXhdKn3KbsNAtPKqJpiSdcnKLcLm77axq4fv040vvvng0PKc4hrsOL7nkepx1FJFsizdBLJOjigW7j0Z91/8GuwxwVziUeZ75xyOq955aOQ2jSppOR7hqz09qAiTzOG5Rsc8Uxs1q5iGa7RKkiMRx/3aA6d7iql4ATmOE/sysp3Y11kAwhZhv6+o97q6yneNjogRTulJbxrcmFyj5a3F8Q4FkpI05hVUSXZPviwJISbEMzsqLGTrrhEAwJodA+l0qvQV9T5KahG2ekZGWKRtH7EzJrXjbCm0SeAroH5DHz5pP5xz5D446/C9A9umkSzLpAjXQh89fr89sOiA6HJCtt0yWRbJElSESebIWT5Os+IabbIId3eaY3XVeKEkk8O6TcX+OcN6GdtXkG6AoirCstxRCrg6Qy1OoehCfqH7Q4navizbcopFWLFSA0BH2X064Bpd73d4NS50NAkTQgwkKXdTqydJ1DNKTTAlJ8vShcfaTPKG6wincWSlNsQrRbSYcxxM6mjFZW862HuXCFpTcI2uxiJcCxrV73iEZzo9qAiT7CH9wn/30RPNmzVKEVa+qzHCe05qxzdPXYBTDpgWOJYT9pvqfR5W3uKVuEbLuzjeOif2vNjqRkktwpHdqsmyyn+FJSJfdPHc1l2hNr3tq1DoTHuaEnjlpbgrcbwB1+iKJSGEkOzgxXQ28KEWGSOsukbHWYRt+gv1kUKMcPmvzjVakKZrtBvrGl1x01VBPbh+cBySHlSESeaQZxWj6svW2zV69tROALoY4eDPqKM1h7cs2DOk0B2+TzfOP65UJintLMmir5xjYRG2fNvnNYk4JrYHr4f8wo16+arrip5rtJ9g5H03PhaUU/psSI5phelwZ03pVGQq/ZXdtL3SFykMlhpBE4lKCKkzfrmb+j0p/Bjh+L7zRTfwHo3PGp08Wdb7b/LfO9Vah8XYRcghy6623BqjrUatFsc+nNfXEW5UrG5Ut9Uo/oTUEirCJNNExdHU+1l/4/uPxu0fPC70smxrcbD80sVeBufOthbd7mht8TNIVqMIy/HA/rLS35IiHH1ibF/1apZLIJwZWu4pOlmWfp3ruiGXMV0Cl1q4+MpNFl3/qsrXprM1/IhkfBMhZCxgkywrbURfNn1HJcvSZo2uIFlWJZjedELX897RER3HxQhHKY5xFuFqMlJXQ1RY283nHY03vWpGHaUZ23BaIT2oCJPM4iBbMSeTO1sxe2qX0SIsXn4HTJ+g3b81l/OSWw3rkkNZ4ih/5b4dJ94kbDv7rytfNKVTtQhbJsuKsAirmah1l7ya0h3ynn9YtQU//NuagAxAMAmLPAHQ7LPYzWS9JoTUFzVEJXLblB4mvkW43Hdk1mhzsizdK8Hq3Raxje0hmoYl4n3xzVMX4D1HzcKCvSZ567ragxO+ccpqlMU4Lka4UcOmqH7bck7oXU8qh6/29Ej9riwUCvjWt76FE088EUcddRQuueQS7Nixw7j9kiVLcOqpp+KII47AaaedhgcffDBtkcgYQKeQNC5ZVvC7sPKKONIDZ0xUdwFQOgbhamt6gVWKOBU2rtG26BRhNQFYIFlWRM/heFx/YGVKNib3XlUJS+mCffmeVbhu6Vp1ceBYZddo3WClmZRLWq8JISbEMzjqKVHr92yiOsLSxs9v221Va/7pV/rwidue8PuLkiW2tWjExPDsqV343BsOCkwUd7TmsPzSxd73uEnWqPVplE+qBbp+ZSt5c08rk7FK6orwD3/4Q9x///247bbbsGTJEgDAF77wBe2269atwyWXXIKLLroIjzzyCC666CJcfPHFWL9+fdpikSbmP08/BLdeeGxoeaMeq+qss1DkxEtpSpc+W3RrLh3XaHVGHVBeNrEWYbt+1EQlQMkqLqNzz9ahXivX9eVok174ruvHhMkWiFrEsMltytlIZStETjMYaSbVspmUdkJIffHruZsfFLV6z1brGj2cL+K6snePQPdu+3+/W42H1/Z43yOfiZUmyyrvl8SByDQBLIiyGIv+XtyuL2mVJYswld/awPOaHqkrwrfeeis+9KEPYc6cOZg8eTI+//nP44EHHtAqt7fffjsOPfRQnHnmmWhvb8cZZ5yBhQsX4o477khbLNJEqC/lN75qJubu0RXaLitZo9VkWSax5kzt8hThalyjvUQcgT7lZFkxMcJVuEarMcLBZFlRMcKKDHA9OVql8+dqtgXSc40W9A6O4rcrN3vf5cyhAYuwThFukHb5zOZd+PNz2xrSNyFk7OHXc7fZNt0+BVGTnL9YsTHoDq0IunLTrti21GOL1oMrO0ixVxJLbDUWYXGYf1+zU7u+URZhbZ4QXbw0IRnCnJK3Avr7+7Fx40Ycdthh3rK5c+di0qRJWL16NWbPnh3YftWqVTj00EMDyxYuXIhVq1bF9uU4wNSp+lhMkm1aWnKR125nvvSUz+Wit5s6ZUIo7qYetCl9zpg2EZOk7NYTJ7R7ck+Y0A4AOGDGRJx69Gzct2oLAGBmd6fx2OLu6wkTOgAA7e2t3rZt5QRdkyZ2YPLkjsj9O7varX47OkV41szJge+t0rWcMhpU7uU+Jk0KytTZ1Y7JU0rrO6TkYt3dXWgpu49PnORndZ7c3YWpE9u1bccxubsLU7uDGaK/8cfnAtaFSZP99a70Mu/U3F/tHa11ffZ07x71Pn/hrpV47htvC6yPkiU3OBraLu73R7ILr11zk7XrN7H8bHEcB1OnTkD/0CiO/uZ9+MYZh+Kfj5tT2qb83G1rb0lF9km9wwCA1tZSexO26a2agp3SM6yzqz2wrlN5Fk+eHH6vqm+xbuldoG7b3R2ecNfR3hbsV0zmdmv6NzFxgv9OPGLfKXhiQ29gfVtEPG1rewtau9rRP5zXru+SQpjqeb9Nkd5Vf/z0KegfyuM91/0dBQDdU7rwT8fPxT0rt+CUBXvV/XeQtd9epfSWh1m5nDMmjicLpKoI79pVmp2bNGlSYHl3d7e3Tmb37t2YPHlyaNvnn38+ti/XBXp6oh+gJJtMnToh8tr19Q0CAIrFYuR2vb0DGDZkaK4lI8rLZ3DXEPKD/ktraHDUk3tgYAQAsHCvSejpGcDRe03El958MN5+yJ7GY4u7r3fvLg0kRkcL3raFQik+eXBwBLtiXK4GBkasfjs61+j+vkG847C98dunNgEozdCLtvr7h7ztTp43LdCHOA/eMQyMYOfO3QCCbik7ewZQLPcrt7ezZwC5Uf+8J/nt9/UOolMpBbWxZzDwfYcsq3R9i5pzMDyUr+uzRz4PQPjYI39LQ6Oh7eJ+fyS78No1N1m7fuJdmy+U3rVryq621z3wIt528HQAwMDu0rN7dKSQiuzieVYo99m/ayhmD0ledVtljNDbN4ietqACqb7Henv9Z3/oWdobfC+YGB0NvgNEHwMDw9bnaHBQeidqLNlR7prDw3m8sKHHLN9IZe/KatklXZ+pLQ6mTvQV8v6+QRw6fYIXJ13v30HWfnuV0u+Nj90xcTy2zFSMMGmSqmv0xImlJEGq0tvX1xdSjsX2/f39VtuS8YNaZ9BEo2rlxdYDjMye7OCdR+xjLLGUBK1rtIUDkq1rr652r+MA554w1/sezBrtf77yrKCnh3qKXKlckRwrVXT1p6+aGGGbPWXXazl+W+di1kxht4wRJoSYEI898XztaDMnc0zrUaK2k+QZpb4H1HevzsVbDatJJ0RYzXlR9mKr0AFYFy8cVz5p2+4R4/rGxQhrkpp66+orCyG2pKoId3d3Y9asWXj66ae9ZevWrcOuXbswf/780PYLFizAypUrA8ueeeYZLFiwIE2xyBilUc9V9WWrPvxrLZfuZS1EcJx4pbGaAU3OcYwTEPJi9SWu7lF0fTnlZFlLX/IzzMsKe1UxwhYjLVPW6ErbS5OqEmanJgUhZCzgui4efHE7iq7rPYPFc0IolkPlCgi1oKjkuEikCCuP5pCyWG7rXTcsxx1PvFLuT9mklg/FCl/+skK/XzkfSlSyrKILbI9QhBuXNTq8zK+pTE2YZJPUk2W9+93vxnXXXecpwFdccQUWLVoUig8GgLPOOgtPPfUU7r77boyOjuLuu+/G008/jbPOOittscgYpFElXuMUoUa8g8SLz3Gc2Bd9NQOBUm1nZYEig35HTdbo8qBGTpb1+btWQjeaqKp8kgZ1ECEr2nKmUt2kQt2Vy2ouGDVhQojE71ZtwWdufxqf/vVT3qNl664R/OW5bd73IckinPb7TH2cJfH2KagWYSVRpWhr7c5BfPOPz2nbj0yIVaWWnGRMIp/X1px/HK1l63BrRIiTC6BvSB8fnFSONNEpu7QIp4sowalLIEsqI3VF+KKLLsIb3vAGnHPOOTjllFNQLBZxxRVXAADuuusuHHXUUd62c+fOxdVXX41rr70WxxxzDK699lpcc801WqWZkBCNco0uvys/cOJcfPPUsPdCrWc+xYtcVz4p58S/y6txM85F1AKMuhzqg8aVrBGqW5iunaQyr9rcH7l+x8Bo4Hs+oAj7n7PgWpxEBDXBGesIE0Jktu0qTQIuXbMTj67v8ZZ//q6V3tMi7Tr3Mp5F2BHfk+8rUF2jdc/rJO3bbqq+o/zySfbvfvlNKr8DhVIsK8cqrutGei41Lmu0eRn14HSYOakD/3P2Yfj/Tjuk0aKMGVJNlgUALS0tuOyyy3DZZZeF1p1xxhk444wzAssWL16MxYsXh7YlJKuIl+UB0ybgLQv2DK2v9B101TsPxdw94rMARilnDuKVn2pUI8dB4AANxmH9fooM4jjacvryU/JxJrUIn3fzisD3fNENx3JLmCzCunOdBeVYx99e2oFP/fop/OT9R2Hh3qXEEhkVlRDSIOTQlp7BoFUxytsptfJJoXYTWIQV3S8UIyyV5fOWqRbhiO5M5YhqjeziLZTiKKtu0Q2W/AOAqV1t6Cln2G6URVingNMlOn1Onjet0SKMKVK3CBNSLXt0lTINvnn+TOM2X3v7/EjFppaIF6lJ4a1UEV50wPRE7i7ygEa8gFxYKI3VuEY7TuAlG7RK2x940XVRRLRFuCgJqtaPTML9z23DSVc9gBe37zZuI7vciZn2nCHeut5WVttxohjE/UMqw5FVpZ0Q0hjk53cjaqKLPr0Jz/Lfty4wv+8FNhZh9YiS5Jf4+u+ftdquEq+oqDZaA4pwaVgedWlcN5zL4ncfPRFvP2TPshwZtAjTN5pklNQtwoRUy5SuNvzlktegKyKz8jsW7lVHiYL4rsmGpFENmAGV3cxq6xptPr7oeQlz3K8a56WzCKuxYUn483PbAACrNodLuAnk2fWR8ueWnKNVees9drTtTlgV5GOhHkwIkYlSSOrxvPD0UjF5KzIuWyhKYUU4+O5wXTc2BrkWz2/RZJKs0cEYYUkRzvmT2ub+XIwW3bIHWLlvx28z5wBff8d8dEv1hOuB7ujpGk2yDhVhkkkmtmf31vQswob1Nc8arenfVx7d2rpGI6jwBpTiiIGMumpotIjzb34MQDBrtEzQNbqarNHx28hWA/G5xXG0FpN6K5e2VhsxmArECdMkTAiRiHIDjH5cpPMsCSuqpb9qBuijZk/BivW9gWWqdVf1JipNBKuu0Ur/CeXVEY4RDuftSIKs0PsWYbOkRRcYzRfR3prz4rnlRJmO4+Dth9TfWEDXaNKM0DWakIQoE9ohau0BpEuWJc/yx3mCVeMO5ziO8fiSeKo/t3U3tpaTtrQpFmHRgaz8pp01WkVncTZZhLNqZhWKsDxYbJSo9z6zGW/63t9CybsIIY2hZ3AUw/li4F1h8ypI26VVnagVz3m1XJAu9ElVhFXl2UW8a3Qt3cFtzpXuPSlniBbKfaRF2C1ZhMN1lPXnsl5Eu0bXVxZCbKEiTEhC/Nlfg2t0jZ/4URZh3Yy4YMbE9tL+0rL/uu953F92HbZHSpYlxwhHzPxGnRH1Za5PllX54MVGF9MpbLtHCnh0XW9oeaNjhH/26Hrtdp5rdDE62Vc9uOK+F9A7lMfAiLnEByGkfrz5+0tx0S8eD8YIK9vU49lWVN5fXsZlZTQqW3vFR5tJ3nDdYEURTiBrUmwmg8Um8jhBfgdGZYsWuG4pqWO7OonstR0vRy3QKsLKX0KyBhVhQhLScNdor6OwQurCHwhMm9AWKO/0z0fvi9ac463vGxrFbf/YiMvuWpmof+PL3uLAj507NbRMrZcojk9OlvXjZevshNMSP/RJklCl3qiSXfWXF7XbtWhco7N7VISQerNyU3+kslaPiTOhmD62vhc/e3S9FOOqWoT94ele3Z0Awp47OjdodVkhrO3XDJt3v1CA5W1ly3Z7q4idNrdRdF2MFooh1/BKyjilSWS/NAmTjEJFmJCEyMkpdNTreR+wCDv+y1PId8SsbhwwfaK3jUimIV6WT71SqrU7e2pnsn4NB5hkNnxD76C3THWNFkqprJuu7xlEpcS5sst9WrVX92RZlccINyIrrAxDlAnJFkHX6ATPvZT6lx+1V/3lRaM7b0BRFBbh8s6TO0o5RFQlt28o3gOlpo8ki5e/zlVYjqO1cWt2UUrqqL4748YmtUafLCus+BOSJagIE5IQ303X4BqtWZbqy1fTmHjxudKMeE4Tz1uasS2t7x0q1RycWXaZtkXnku23bdhHyRz5jJTBWU2W5SnCRdcb8MyeGiwr9S8/W4GfPqJ3EVaxGesliWXNqm4nsm9nwbrNyX9Cskmka7Tm0aELVakGU59qvK+MeLdc//e1AIB/P3UB2lrCyQw/d+fTWPLC9pj+qz8QdTI4iQKa0yiGskw5i0ZcF8hrLcLlSYUGacK6SfJGKeWE2EJFmJCEXHj8HHS15XDkvt3a9fLL4K0L9sTph+6FTy6el1r/XrIsuc/y36IUI+U4+jq/Yn2lA5tqLOG6bdRZbTHRUHT9Y1VjhJ96pR//81e9i7CKzWEmUR4feGE77nzyFevtq8X2OglLAl2jCSEmkpZPSntSK+zO7E/cmlCVQ8cpPe+UUroAfE8nc/+WglaATfmkuC2EZ0+Uwl50Xa1FWFjIG5UsK9rtnm8jkk2oCBOSkCP3nYIln1yEqV36Gn3yu6CjNYevvm0+pk1IZnWNwpUUXb9TP9Okl8wLwRez45ReVG6VinAwNln6HJksy7xOTZYlFDm5JmSt36FJFOHeoTz+/Q/PASjJOjBSqJVYiRCx1kHX6EZJQwjJIrKSFK6xa35g1MI1utRn6a+qRMmbqYpdDk45q39YqontLZH919Y1On4TT+F3HPzLCXMwY2J74Dkt1kc9u12gHCOsTCKL0n8Zsgg70tiEkCxCRZiQlKl9+aRyP9JbV/yQXdf1XGQ721oCL2bHcTA4WsRPH12PQtENDIKSzNaa3rGR717PNTq8kZosy7MIa5ZVgs2xVVrm57K7VuK1Vz9U0b626MTXHZO+fBKHH4TUm5d3DNTVayQJ8vsprwTZai3CKfcfzuKsV97k7ULvlrK3k24Cc2I5nMYsgL2sJlRx4hJoBvaVwoQ+vmge7v3oiQGRpnaV5I8SU5RPalfenSKZWKMUYV23abvWE5I2MU8MQkhy6p8tS3Z7fu2B0/GBE+fi/cfsi50Do/420q75om9thWOolxvfrTZhl/XOZdRZbTE4K5XCKH9OIJ+5a7N8D7wYHVdmIi4eLQ10yqxObxeDkCxZhDn2IeORc296DEP5Is48fJ9GixJCdkHW1U+vNWqX4nEVFRurKnYOSlZi3XMw3iKc/jGLNm2yNetihAWfed0BGMlr/L0Vnt7Uj8GRAo6aMzWwvNBoi7BumchfUldJCLGHijAhKVMvi7CuTxell+DHTt4fANA7mA9tAwSVTGhqL0YRcIcOKOMR+0S0F0qWJccIV+AaHbI4WOx737NJaynXD61FOGK7LCTL8siQKHF87NbHsf+0CbjsTQc3WhTS5AxZKDONQn7chp4Vdfi9FqE+n8vKW4RrtKpglsJ8HK2nUNzrNw3dX33Hz5s2ES9sG8CEGCUc0L8nvXAmx/GV2Ag5dw2XwnFaHQe3/cux2Nw/DMD3nFLDjeqF1jW6/JcxwiSr0DWakJSp+TtIigEWeIqw8rIJlGiQy2Yg6HqcZHRgTJZl3UIQU5yT6/pz90lco9WxXVFzvpoJvdIbXioWZcEi7CVvayJN+JF1vfjl49l0ZyXEht0jeXzo5//Amh0Dxm3k94AaEhLnjpsGRouwokQVXdd714woWbEclCoiLH1pB978/aWh/SL7Ty5yLF9926vwvXMOx6wp9qUIdRPmDoB9y23YlDV88pU+7D9tAk7Ybw8AfrKsRinCWtdoxgiTjENFmJCUiXLBTQPJo9lj3yml8kLTlaRcwVqFPkXXDYxIEhkRDSZvK9doTT9qCQgxOJNlihNvJF/0ag2HY9Ds2sgsGsF110tMG+SlQWOjj5lGAELqx99e2onHN/bhBw+tsdpetQhr3YZTdnEKJegq/1XdeQtF11umJiR0nNL2G/uG0TM4Gtwv7pkjv1dSekB1tbXg+LIyGoev8EsT05IYrz94Bq79pyPwT0fNim1LPWcNT5alGftc9saDMKu7AzMSlmkkpF5QESYkbWrtGu0l5vA7OvfY2bjqnYfitQdNV0SREmo5wEn77+G1UZQ06jSGA5Gu0Z63lznJk0AMZIpyjHDMgOUbf3gW7/y/5RgYKRgHQplyGa4S3fkQhyfH/TXaHW3snHFCklPv399oeRKstcU8tJNlClmE6yCu2odc916m4PrL5k2fEGrH9Lopxjzn5XdQpa+Eal7xUtJoSSa/XcdxcOzcqbHxxu0tDq7/51cHlon3ZaPKJ+m6PeXA6bjzwyeEPL8IyQq8MwlJmZp7Rot+pI5acg4WHTA9ZJUN6JiOgxN1ijCSDdhMCbKiLMKRMcIG1+iiVD4pbsCy9KUdAIDhfMF4LM2qCOsmD6LcpeVMsI0+4kYr4oQ0knrf/eK3r+ZdkJF/kklco9PC5BqtswiLSdKZk9rxrTMWeuuERVhHXAIweW0jnk86t2U/RthfFmfUPWbO1NAEgXAGalzW6GYNQCLjGSrChKRMg95BseQgx+u4/iDATZZHU9426aHqxh2qa3QgWZamTx05KQ7JVKcy7QypT27sS7U9EzqpdXFwYkk+iU95jaEeTMYz9b7/R4vCImx+Mstx+6GycTrP6FQkk/pXTkrRswgHt5Ndox04mNDmD1dzcIxKV9x8p9x9xXOjVSh8rd4xaRv2PsUplbr1plJU9YJ6MGlGqAgTkjI1jxFO8PJWMzx7SYxcP1lWvuhi93A+tK9d+5bbRZyTkEuclCxLHGzczL2fLEwXg+ZbmNPkAz//R6rtmdDXEQ4v08cNN5ZG909II2mcRTjKNdr/bBUjnDJqPm0hj+rOWyi6fqkhJ+g5VMoabWg/1jVa/7leCLd1rWt0wCIcpwiHl2WxfBIhWYeKMCFpU+O3weIDp8EB8M4j4mtUyu9Dx3H8766vXD75Sj/e/oNl1v1Xc3i6gUdLzsGnXnuA973guUb7yp1pbJMvFAN1F0sWYX3cW/O6RmuWaZVjnZW4wTHCNAmT8Uy9Y4TLz7goi3CUIhzFX57fjuEUykKZkhmqdYRlizAQVpRNimKs50+Dcyi0SlZuFXlJnC6rU3bF5Wxc1miqwqT5YB1hQlKm1q+Cvbs78fClixPLUno3lpYU4dZ3jBZxUnKOg4NnTPS+FyQrsCeiQdh33bAcG/uGMb2ckbJUHznYmdZluJnQWn+DgznHcbxBUDAGrraixdGkZ5yQRBSKLvJFFx2tSr6DertGi2RZURbhCNfouOfFXU9twj+9Oj6bcRSmZFmq7l5wXW+Zg6DiV5rUNSjC0jH9+olwOTT5kBuRLMuzbMsWYZ1LeoxSqVvf6GRZWQ0LIyQKWoQJSZksTYoGXKPhW4R1LsQVtV91C6WXp3zOZIuwwDRg2dg37LUhtgvN8tfBIlxLy4Jq1Z3Y3hJYolOA/X0bS6MVcULqwdd+txqLvvNgaHndXaPLDwM174KM/BgMu0aHkVuKczu2IVznXb88L8cIO07AYuwAMOn68nvtp4+sj1xfqcdMNe89bbKsshxJkmXpLnGjXaMzNfghxBIqwoSkTJbcgwJ1hCWF03XTsggnO1Zdl6254Oy+PzByQ8vipChZhNU+SwvEIKEWbmO1HPDK1ynnlAaIbmAwJ7bLXpBwo12zSfOSLxSxevOuRothxb3PbNEur7frraghrirCATmkj/mi4upcB3HVcyKe8+pzOxAjjKDiV4oRNrlG+5/jXLltL8/E9ha7DS3QJcvySyL6xFmEdcfvWYQb5hrdkG4JqQoqwoSMYZTqSVLW6JQswtbJsspo+szlHG07wXrA0bLaHJepTEca1Gu829aSQ76oKPuGgSTQeEWUFmFSKf/z1xdx7s2PYe3OwUaLkgm27R7Bo+t6IrcZNSTLCnqQ+N+ylCxLVZADWaOVckkOzIqwbLUeGi2E1wc8jeyO9/TD9sYN5x9jtW0cYpJClyxLXhj3mtK+M5ksi5DEMEaYkJTJkEE45BotZ42udMhTyfFF7ZMzxHvJg7Q4i7DvGh2OERb7itjjWsRP1dQiLH3uaM1heCgfGDQW1YFkIH64hoJZYOr/3T96BCfN2wOfed2B9RWINA1PvdIPAOgdHAX26GqwNHYUXRfPbOr3vqf587vg5sewZdcIlkfkh9Aly/rv+5/HpnIIiSqTTR1hrcJWBeFkWWWPHY0i3C7FXOcU9yZj1mipnSGNRVhW9m2fj065zzQQWaO1ccHS51yMWqlTdsXkcaOSZcVZsQnJIrQIE5IytS6flARZkontLVKMcOWu0fJ+SY9U12WLYVBTDCjCMRZhSTaTO6JQrCPyyFRMTWOEpaZFohV5AOsq2wWMxTWTyg5T/y/tGMDPHt1QV1lIcyHunWZyt7z7/2/vzOPlqOq0/1R33/3m5maHkISEJQkJEBIIi2FVCAyoOCroOOI4gE58ERXhFRcYfXXm5WUUZlzGXcZlmFFRFpFhFBdkGcAoi+yL7EsghCT33uRufbveP7pP1alT51Sdqq7urpv7fD+fpG/Xemrt85zf9uDLeO9/3Ot9z/K18MrQWOwyZU2yrB/d8yJ+9+ctUpsiLMJNcY0OfvcH8oLTzz9ub+/aO44TGMAsRLlGS9pX5xod8BK3FcJO2LsqLUKkjssuTzpRrOzjlJXzAt+1rtGtjhEmZBJCIUxIxuTpJ0j+sezrLHkiPSvXaFsi6wgX9CPJsWUwAjuorj+hug3D7/g1MqNm0lNZnkhShsTfeHvN0jMmdaLU4zOs2lTE9WzmPUZ2LTzBNomsTNuHxwPfmx2a4FmEI3p2URZhmbWX3YIXt48g61+0cHk7/fvr2H1ne78boazRiHCNjnnnyPPf8p3f2zY7mG+jjnMihPBERS7759a266Me3+sWzwh81w4eu43Lg0HIrgqFMCEZk6d+m9yW6Z1tUrKsaPF26gG7GedN72pL3R7dPgsGi3AS12jZIhzqaHnbq342JEY4wbLPbh3GEf9yG258+GW7bUsbb69ZhMcngrWTA58BQ0OrfaNbu3syeRH38WTq08+b1hH43sxxoLWX3YLr7t9U3W/EckmyRm98dms2jZP3YbAI60S5+L1ynKAnj1wBQSVOCMuzd4yFY4gbjdarRzPmo3oueWWXxHzt4HH1kxZhQuyhECYkY/IUJxMQwl0l78ezGktr7jC0F82vhuldbbjwDfuEtm/bDpVSwdFbhBO4Rovf/QlN1mh1e43I6p3ENfqJzdVMuL957FW7bUt/d7VVs5cOS0lgNKHB2nVbQav3TyYv4pnPz9u0SlwmYplWOUREDRy6EUL4vhe2B75XLZ+u9L1+1Ka5rouCE13ezkHQNRoOAuWUZOLqxQ+1QPzKaF2ja8iWZjVGWM0ErhO7nmt0jvoghOQdCmFCMiZPP0FCOAHANNUiHLGerg6l/MM7s6cdQFZ1hA0xwgl6kV7WaJ1FuPZVuFo3YrA8UX/XspOyfXgcX7/96cDxzO6tnvctO/x4QWH11Z2vVnsm0zWapEXcOa0aWNy2cxwf+un92LrTf9b+66GXceQXb8Mzr+3UrqOGc7TKIyPqsZMH7VTR+M83Pxlc2FE9TOpHfSdccddzqLh6ISyuvC5rtPoTdfpB86ttjGnkhT97KGmTa4kms7kPxW+rzqtH3oV626vuzrrWtLp8EiGTEQphQjImT4OxsvWzJJUpcmG2YhYNiUg6pcAzb27Cg3UB/O/XBzMFFxx9hkx5wNw2WdaEJgmY+FpJaRHWjAmEaITe+8Jv/4zv3Pksbn/yNW/arNoAxKuyEKZFmOyCtNo1+sf3voA7nt6Kc3/6gDftV49uBgA8/Zq+pFOoLG/LHgDzjuU54zG5CmxO/Ws7x7D2sltw59OvxS8M8znR5YQQgyBqTLBcClAgLMSJcktYEvrJqCtZljnhYVSMsOoarbUI0zWakMRQCBOSMXlyjQaAy96yEu87YhEA3/WqEuFCXCoWtJ3PDp0QtsQ7Ja6L01fvEZhXNNQRriSJEfYs3RqX79r3iZSj5aUIN3FvFw2QfDtGywCCgwCzezQW4dpssVygJa22yFIJk5T4rtGteZ+KR+fRV4Y8l2FdeSKZsEW4NUQ99vL7ZEzjnivjOPHH8GCtzNUP737Rqm2mQc1Yi7ChFKBAJBKMcrGuB8UzOzXCIhywxot7PYFFWJs1msmyCEkM6wgTkjF5+wk6eu9ZOHrvWQB868q5P7kfS+f2apcvGur6BoSwSGKSQfuMdYQT+OSJwYcJFygak2WlFMIFB6MxyyRKcG25nM41dLbOIoygAJYt/a3qiIsW0zWapKXVSaPlO3dgpDooJbK9txneIRVFhG0fHofrupjR3d6QNpqIsvMme1c51u8Q2+tk2l5UsizACb63NfsSFtNGvHOyvAWLXoxw2DU6ECOsnFB1QFZ3vhuZB4OQXRUKYUIyZjL8Bm0aHMWmQb28KxT07oj7zpGFc7qD1HVRio7eIpwkWZZvcHZRcYMbE5sR20g6WG4zup5GCMeto2tvX2cJxYKDrTvHpeXE9tzA96TtagSUwSQtXkmZVglhzcMjxJrqpipQ31Nv/7c/AAA2nn90pu2K8zqKSt6X5Jl0HGT+EjG1rVPKZzF/emdt/47XDjmLckFjqRYJHhtmEc5oO1FZo2XUnx118EWXECvtbxwhUxkKYUIyJs+/QTYjxVVhGlxu/vROfPbkZd53uayFDbtNq3Zsjlg8M9ymgqEUhCaGyoRYfaLiolRQk2W5ge2pFuGC44tHR7OvVrlGi3hD1UrQWSpgRM5c6wl98dl6i3B+GkAmK16McKtcozXTRKZf0+BYjKdxJrjwf2O27BhDf1dbIi+XJBnubd7vSQ/ZpFP/9tCF6Gkr4uBF/dijryaERTsQdo0OCeGSsAgnbJAF1ZjkbLZ1yop5+N7vn8Pr953tTfO9f+R9qhZhfUy0zLq9ZuG3j79q9ZtFCKlCIUxIxrQqps0Gmx/zYsEJjTavWzITPe3h14Xtkc6f3okb/+4wL9u0uj99Bkz/77jOm9hCNWu0fpmywW2s4Dj+SHrBCVkUTG6QMo2wvPoxv/7GC07VRX1ELp/kZY0OtyVJp7cRVKiESUpafefoIjOEO6spRlh1jW4Ebk0Jbxsex0lfvxPvOngPfOSYvYLtiGhGo1yjoxgZn0BnWxE3PvwyvnPns9plOtuKeM+hC4P7lwZc1azRKiJGuDHhGME91iOKl8zqDnkI6N7TYYuwWkc4vO3Pnbwcr+0cY4wwIQngsBEhGZNn12ibRF665FVZJM2c3duhtfyaah7KMcK2ybImIuojexk1lf3JHSxd/9bU6ZVJ0/WKW0cch+xCV3CcmhCuSMsFt5inuNwcNYVMMlxvIKg16N453mCa4Q3YiIzFKmIPg7W45d89sSXU1qgBsERl6VD/M7x9eBxHfel2/GDjc/ji755KtK5sEQ78djhAyZBVuRGu0b0dRci/eo0a7I6yCKslDU15PHavWdMJIXbQIkxIxuRaCFsso0teFRLGjmFGCgqO3uoQjKGyixGOyobtZaFVmhxwuXPCztF2McLZuhsCvpvlWNnftiOEcFm2CFfxLMKBdlk3qyFQB5O0+Pdzq+4ic4yw6ukg3hpNMAh7JuFAKbwkqydY1so1OmaDO8aq76qv3va0tj59TAu8hqi5stQByo46XKOLTtCtvae9iB1jEzhsz368bslMnHbQfDw5MGbeQANQT5X6O2QaQCaEJIMWYUIyJs+u0TYeU8WCE1pOHZ3O8hh1sU5AshhhIdwrbliUvjI0FtheqAyF9BbUdS5KBZsY4exxPYuwb/0tFqpJYYbH5RjhoCU4XzHCLW9BYtZedguu/MPzrW7GlEfcOa26hYIhBtVPkTVabZOco6Dh7QpNcEPvvKhzps7bc0ZXsv0ZiPtFKFfc4HvLZptCByP4G+Q4Tug9Xo9FWP19K3u/FQW86+AFxuRoWeFlSIc6KOtjkzU6D/yvIxfjK287oNXNIMQaCmFCsianP1BV4htXKoQtwiGt6gQ+6qLo6K0+ZWmI3tY1OsoibCotIYtfnea1sWKk6azHWZHFcYxL56FqES4GYoTV4w3EVrdICvvXoyW7r5t/u0sfx0iaR55do9VZskdKo1HLSuks0d++85lAeZ7A+krro0Se4zh15xmo5x0kzqv6+1NwwgOaXh3hFO1Vty8GPKLq+jYCeRdqm9TjzasQ/tvDFuGwxTNa3QxCrKEQJiRj8pynwsoibChnJJPlIZrilmVLaKxrtGQRjosRVi3QwSQs1b9PXD4Hb1o5D4Cla3TsEoHWWq0jjkPu0BYdoKOtgKGxCNdo2SLcYiH6b3c9i607fZfCLTvGYsXCK4OjLU/yNUn1+6ThwZcGsPayW/CyoYQbIN27rbIIB4MMAEiDUgaTcDMtwnKCQPV5GR6v4Kp7X9SurzYx6v2mm3PfC9uxY6xs29xM3kGqB1JnqRDKlO3VEU5xDdTBUXGZ5enyElmLUO+aStsN1RFWjreSzLhOCDFAIUxIxuTZNdrmB1xXzshUdimrI9V1lm5+Yos/P2Z9zyJTMSfLMpVPkr/7tUsdTzC3LEa41t5xqWPn1MonBdzGheVMU0e4kTy4aRDDkmVax61PvobP/eIxAMCmgRGc9PU7cYUhaywAPLRpEKd88y5cd/+mTNualDwlHNsV+cl9LwEA7npmq3EZXdb0VjNeUx+ttQgHcx2YYpNHTG7IyrJRHi/qu2rb8DjO/uF9uOiGR8wbDLU3crYdSjs6SsWQq3BbsfrLm+YamH7fAnHJDTTB6poctzu+owjJBgphMqk4ZcVcvP91e7a6GZHkVwbb/ZgXJBHoT1O3E/xsNLau0Y9tHgq4EsuUax0Htd8nd4L8WC3/mK3qCDegTyK2GbQIO15SGG+52mczLcLbdo7jvVfeg8/c+GjssjtrYlnEat/+1GvGZZ9+bScA4O7nt2fQyvSwj9lYxOCTjQU1DzHCAhGuYYwRjgnLyBLx1nINmfJNLsLqsnEWYXnx0Vr98sdeGQIA3PrnLXhu20h1WcOPQQN0MDpKhXCMcKEAR0p6tSgm9lnGIg1Eg/EHYAXhhJWKRbjxjSJkSsCs0WRS8Zm/WN7qJsSTYyVs4xpdKjiaETK7g7r0zSswvTPb10rBsa8j/PXbn8G+c3q0y1Q0McLTOkohC7HYp1gue9doO0RHNhgjXE2WFdi3IoCbESM8VHONfKTWIY7CUT6TJPJpFbS2NBYRlx8lEFsdXx5wjBaDUrVG/efdL+CA+X3e/EIt27zJLXd8ooJioZhpu4QwMp0mU1tc+FmuAaAYM9AXdRk+eu2Dge+bh0ax8dltOHnFPL8dGTxLqsZuK4aTZZWKDhzH8Y57YX8Xnt06bLf92tupt6OIodEJFJzq/WeyFGeN7+4utymI+jPUjJrVhEwFWj4ORsiuRo51sFXbigUHRyyZGVzPsKLqBv76fWfj4IX9idu158xunLh8Dj509JLQvILjxAokuX2Pb96hXUZ0yGThe+V71mhrB8Pxjyxr12hbhPVJtggXtBbhYAKfZliETRm4o5BdOW2XbRXsYzYW8QyaRJLrunh1R9WDoFWXQvdMi/v+pkc34xVNfLPpeMYMiavStSv8XbffqHMrP19Rz3DSc//Bn9yPT9/4KIZGpRjiOi6gnzU6bB3VWYSrAlYfAmOzn3eu3gMXr1+KvzxwdwCKa3TCtidBd6lCFmFlPt9RhGQDhTAhGdOsUeQ02LpGL5rRhY3nH42Vu00DEHYndnVD2HVQKjj4h1P2w37zpoXmFQtOrFXBps8j+qLi+iyb24vd+zq116sA/1zZlM5I0iexOWVj5Qqe2Vp1Ew4KYYSFcG3nFa1FuDEIa7VVLcvaMjbHnad4UNI4xPNaNvTmr/7TS/6XHLlGy8jvJHFvm/TumMlnOgXewJeUVVt3Gk1CyUXwdyBKCFfc4DMZdU4cQJv8TK25nAbda0Yta1esxQiLU51kkE7QVizgzQfs5r3XTL+XWf/C+1Z+f1q4UkNwQqsTChKyq0AhTEjG5FgHW1uEBeJPdXQ9Yx2s3bdufybufWEgdttCvIldiI6Ero6xrcXEa1+CPolvuTUv8+ctO7TlkwqOg+mdbQCqmVPl7VS8z8YrYVPisUiEK6fUvusf2IQv3/JkeNH6mlc3k9E1+vltw1h72S34zeOvtropsfgWYf182aW1VYMjruFv3TQ/RtjsGp0VYYtwuI4wEJ09X36+ogb6qttO3rYXt4/4yc4adPlKyuhsWyHoGp3k3STaKFYR1zOYLEv+u/rl1P13w+KZ9rHI5v3XYoSlaaoIVw8nTZkoQkgYCmFCphA21mpdByKR4KkD3X7KlWSdMROmDpLOqulIznhWdYQTdNblYylXXBzzpdtxw4MvB5aRM77KWaMLBQeLZ3VXlykrGWwVQZy0XUlIIoTVGGG5fZ/9xWP4/sbns21cCsbKQaEyGd0O//xq1YPg+gdam3HbBvHMmeIc5WeyVZcibjBEni3eFuYY4eyPQt5iIouwGxRVcRZh4/4jxPdf/+BufPuOZ7z91YuuhSHX6GLVNVoIxDQWYfE+s80QfdGJS3HV365NvB8jgWRZyixl0cn4jiIkj1AIE5IxubYIW7RN1n1eQhV1xQb9COuE1URESaQkmNx55a9e1mjHn6664OlIZjURLo0uhkbL2Dk+gctv/nNwGekElxXXaJEMbGZ31TLsu0QHP6vbaQxxQjiqIxl1LX2X++Y+RCd/406lHZOvl9nTXk3GtHMsuqRVHhBeGCarlnz/TIZLEWcRbkSMcNxzHh0jbOsabT75qhB7dceYNzgH+JnfsxiM071P1HaLBIdp8heo+xFrygPHqxb0J95e4v1r2mL6PhnfUYTkEQphQjIm3zHC8cvoygmZBU8WrfIxdV6y+M0X8Yjh0lD+92XzegEortE2FuEE7ZO7xGLLugQ4AtU1evHMbnz3XQfhnKOW1BYObjfgGd2gvpI4l6YYYbmT5lmEPZd083Yb5XIfx/aRcuD7ZLS2dLVVf87jajvnAfE+McUIy49oqy5FXISBLPDEvW0Sjpm6RnsxwvA+oxJ7qYRdo81PW3Xb+nnq9h/cNGjcX73oWvgXK+Z6gz+A/x4X18Dmva0S5RpdLDi44Li9E2/TBrlsn8wFx+2NC47bGxevXxpaZzK+owjJIxTChGRMfmVwOPumDhvX6Ea53JpjhOvfn+carexC7PID6xZ7QrzgONhRs6zZlINK0rqASDRcjoAQrgQtwgCwcvc+P0ZYWakpFmHP/dB+Hd81mj24RiA8FyaFEBbC0UIIt8okHHef/vHZ7d7fvmu0ftksXaNdF7jz6dfwRC07fsV1ja7RP9O4ybtwA4N/r186x7iviusa371xMap/fG47Ng2M4N0/uDtyORt078k9pnfh5nPXYU5vu7dMwXG8c2HjySMQx1jwLMJ6F+lGDdSZzuQ71uyBd6zZA28+YLfQPL5HCckG1hEmZAph4y0mJ08xuUb7I9jZdglKBmWYxei36DioFnuv8+MEOzgDNSvhzO722G0ncVOzORa586lahAWOYgER2w1svkF9pUQxwqpXfVSb2LdLjbhnJoVrtHLvqgRco5vSojBx+/3cLx/zBEqca3SWbqwugHN/+kDs9kfLE/jcLx7TtCX4TC7s78IHj1qCr9z6VOyyMlE1oAX/efcLscvUy5fedgB+dv8mzO5pr8YIp0nkV0P+LQDMgjdrT6iPvWEfTO8sYd1eM+MXrkEhTEg2UAgTkjG2iTbyiuyeLDpYxqzRGR+q0SKcSYxw9bOgJETRZQYtOA4GR8YBADN7fCH8uiUz8D9PbQ23L0E7vBjhiJVMfcyAEFb2rY8RbkxnKU2MsBg0scl2OrmfoNYgzurOyWAR9mKEqzHw5YqLzjbZzdVf1ubR3zk2gXKlgr5aRvVMkPcb04g4b4d6X1+B958aRgH9+2K0rDdPuxDW0+p6pYJ5OLPiunBc/VyTW3tgmYws4eK9979fv3foGu8zuwcflVyWvTrCKX6cxBiwLka4kcyb1oG/P2lZonXoGk1INlAIE5Ixee7E2/yw62LGGpU1+uunHxj4borryuI3XySdEh0kr2SFlCDFc4kDMDAqLMJ+x8vYZVQaeNczWwEXOGzxjNCisuXWi/PT9W41yJehoChhV/lU/84SEfJolzU6aF5hkpfGIE7r8CSwCIvBtomKizP/8148/PIQNp5/tDc/qUX4zd+6C9tHyoFt1Eugfq5hmYpbdTMW7f2vh17RL1fnGyygyZVtua5+wMtksf1hzUrbUSpgtFypCuGI15pu346UlCoKG7Fsg2jf6av3iFwukCwrQYyw6grtKJbhPGIKKyCEJIMxwoRkTJMqDaXC5oddl7AqZBHO6De4W0p2AphH8bP4zRcWEnEoBcUiXJB8ox3Hd42eJblGm86f6Oj+/pmtuOSmx/HBn9yPD/70fv2ymhjeULIsQ8c5MJChuJeqlmF5WtbEJcvS4VvNzMu0qmbsroAYYGhApZ7MEffxRMXFwy8Paeb7f9sMnKjJzrLAZkBJhC3EPQX1W4Slv9V50JeXixOh4j1fLDhGL6Zr/vSSdmDFdV0rIZxlkjAbHAdSjLD9u0m8d4rS+x8IDxy3+tH63l+vxieO3wcA0NNBOxYhWcAniZCsyfEwso3bti7JSBo3MxvUrTbSNVqU9hD76FOSYMkxwo7j4KA9puOmRzdjRne8u6Vo3jk/0Ytf84r+nzvHJvDbx1/FySvmml2jpUujukaLc1Sx6MDXi1eKyqazGYoRtnCNzu8jlFta3UlPgrhvTK7Eeci8L0u4qGzQHaVC7P1atxCO2Jbr6geX4oRwNRdEVeSaHuOHXx7CpoFR77u8SZsY1ewswnb3g+M4Ui4I++2LQ/GTZYntqcu19ilbsds0LJ/Xi+HxCt66aveWtoWQXQVahAnJmNZ34czYtE12jY4tn1R3e4JbMAvhOncE3yIsrDhC4Mp7lJOk/P2JS3H1mWsDJTpMx5ukeV4H0g26TP7zzX/GZ/77Udz9/Hbj9mSBIE7Vpb96IpA5NthZa2yMsI3VRe1U0qOvMeTZ4/y/H34Fv338Ve+7uI9NQikX71DZs8JoEa6+U+KEWt2JjVLUDI6Lz12/rJoturMtuhu4dXjc3490vWxEblbZsm3vBzlZVpJTrlqAC9LvQN4oOA7++pAF6Gorxi9MCImFQpiQjMmBMcOIzSi5LEZdzTR5Tt2JwZTVjXWEkd1o/PZaEqz+rpoQluLC/FgxoLOtiIUzugJ1h43HW2tau0Vcms5i67rA1p3Vdg2OlCNihP3tz6i5bN//0gA2DYyGskfL28+aciVoXY/CH1yItgIC+RZzeSfPp+7i/3oEH/vZQ953kZTIdC8E3kEtOjB5t6YYX1vX6HN+cj/++eY/Z9IW9T24Y2wCLw+OQqUcc+I+etze+MUHDkdPe8naAi8nurOLEQ67Rp+8Yq7VvmRsf2Uc+G1M4pTtWYRFj9gTxIYB4Dz/yBNCEkEhTEjG5Pkn0qbcUaB8kilrtCu2V297gqhC+LA9+/FXa6oJUnZklARoW83C4VmEpdF/VbQB+kzNKqJD32kxSu8arDsiuct4xVy7Uz49i/q7Em0/S4S1KZGnQAKLcNZluaYCrXbbTIIQEtf8KVznVp4PAJt3jDWlTSo2A0qixreNLvqPP9qXEnpx+0h1QEyzf11bvvS7J0PTJmLic4sFxysNZ/u0ifec4zhW2d91VuNzj1piuTcfW93pOI40uJj8eSjGuEYTQnY9KIQJyZg8jxanTpalxko1qD2qsDr36L28WN73/+i+TPa596weAMCB8/uqbdC0xWTojDEIo7MU/0oNdrD9L+K8j09UrMonTe/yY5zHpHUC249tTTqSJMty4OCPz23DubX4ada/bAyT6rTGNFZ+/j7584dbcs/Iz6YxRrhsZxFOyqnf/j3e8b0/+G2R26VZXvebkyQ+1/Y3Sw6/sLIIa1yjC0mCdz3s1pFdo9OEYKgl9fL8W04IyQYKYUIyJs8/nTYucCUr1+gq9XtGR8cIdxQLXpsf37yjvp3VOHnFXFxz1lqsXTQj2BbZ8pv0uGonKolFWM726sJFqWaJL1f0WWABteaxg8P27K+uM+EGske7vlkk0WHY4glhy07tp254BK/WLHvRWaNJWibTudO1VRaeqgBpdVy5af/jGtdfG2yslZuHfEt4wMtDs67uKUwmhO2Wk2OE07pGp0m8mMQiLCzV6SzCte1IZfRkjt1nNgDg1P13S7xtQkg+oRAmJGNyPYhs0TbZNVoQco1uUHtUod5WasDJdBwskN2KA3WExaRksWETrotyxU1kEa7W//Rpq53jar1jk2t0cP+irqbaIXeVz6yJE8JqlSd5KasOap6foZwymUpP6W6BSGHVAouwyXNDZkzECCd46f/XQy/j0MtvxaaBEet14o5et/tEQthyOdkyblc+KbxMmpr0SWKEhVhPc8t471fDDudP78TG84/GPnN6km+cEJJLWD6JkIzJc3yjTR9E7xrdmGOK22pHsaC1KtSDeniO9OlIoliHafpHrn4AjgPsMV0ftyujS3zjuv55L1dcK9dowM/wPVauBDqpFbd6nA1LllWLPzQmN1P2KzebFuHGMJlco03lfko1h4qKskArLMLy+TTtXzwHSbSdyJ790KZB7NbXmbgttqciLmu0jG375U1aZY3WLJNECCeN1S04fhuzcY1Ovg1CyOSCFmFCMibPP552ybIk1+haZyLUecmo1x13rtpLhcxKcHj7NHyvZo2ukjRGeOvwOF7bOY6XB+OtPOZkWdXX8fiE2ban7r+t4LtTyx2/Xz7ySmj7WZLUNVqGMcKNYXKd1nBjZWGl3iOtuWei3ZGBamw+kMyBQWSr3yaVJYpvSXy8sopNMisP2xjhSsJkWZqEXalco22Xk7b9hqWzE+9HOEPleTCbEJItFMKEZEyuhXBE2zpqbr0lnWu0sqLoAtWbTCSuw9FebIQQDu7TkUb/nRgTRNzRqudD5z4oT5Ljetski7BJ1ajCUwxajE9UAp31T9/4aHW7jY4RNrqQK9+lvyObJLLS1tG2qcpkd42WLZjqY9NaGRwRIyzanOA9KITw1iRCWH5naBxktMmyYrJGy9h2BJO6RuusxkmSZSX9nZE33d/VhhOXV2sllwoOjts3Xhj7pfSsm0gImeRQCBOSMXkeTTa17MYNh+P4ZX6nQSA614nK5GTQHkF7KXvXaHWnusQo5nZFt7hDiRHWdQSDSa386bKoNfUx1b2LeO6xCXOCrUYw4VmG4pdVF4msIyzWqa00MDKOt1+xEY9vHkreyClAeaLiCZ7JZBHWNVWOc8+DRdjGNXq8LotwOWZJPToB+tCmwdC07SP227dOluXlN3C1glxF9/6zKLUewj5G2F/ScfzfrU+t3xdHLpkZu75om3iPj5Yz/u0hhOQOCmFCMibPo8mmrNEO9HGfJtfozPqlEedqv3m9KDhOJhbhdqn3FdL0mniwONdoU2ysOn1cY5UxnbuS5OZsOmL1OrSLTNMTFa1YaJR+8JJxWW5ftuiMWHQuRYf2rme24Zmtw/jOnc8mbeKU4KSv34k3/OsdACZXfLWurVGu0a0Q+XIbTJ4V4xP2A0KCrrbqM7t1p319ZHn3ZcuTkaTuun35JH/fNu3QWaXTeBHZZ40O/i1+72zHUsXyomTf0Gi6wQpCyOSBQpiQjMmxDjZ2KBynmhETAOb0tnvTRVenceWTzHz/3WsA6MVkUoQVprpPxTVa05Y4q77pfNgIYdkiLFtYajq4GiPsCtfj4LpqJ7LkWZH1CbYapR9c6Rh0BM5lHTeJ67lK5/mpah3bR8rYOV4VPI1yg28EurZGuUa3Oq7c9AZKEyMsjiTJAJ88NGbjkpwU2/bL+07rGp0G2+dfHuh14OCco5bgxOVzsH75HKuDFOtP76z+XgxSCBOyy8Os0YRkTL1xs43E1LSC4+B9R+yJA+f3BevrCouwKUa47vbEb0GXeTQpM7rb8YqoyxkSl+G2xDXLNuGLrrMbyAAbsDpVP8uVivd3oeBgQtqGKoy9rNEmi3CDpLDYla1Asb1P1M2J73l4pFzXxZad45jd0x6/cAuYPDLYECMsW4RzljXadV1c86eXQst4rtGWN+jgSNkf/ErZlkYIYZv68oB/HRzHSV0+KRUpLMIFB5jd045/OGW/2E3479vqp7AIDyZwLyeETE5oESYkY3LQZzeiG1m/aP2+6O9qQ1uxgCP3mmVaMYAv4OpNlhVPkqQvJvq7/DG/cPkkTYywoWFqh0lF7RuOSW3/r4dextrLbvGzxbqukpCn+m2sXPGmqx1UtcMtXKPHNSWXfrDxuYa5lMb1geXZDpILWbG8fx6Srd8Irrr3JfzF1+/En1/d0eqmaJlEBmGDa7QUI6wu35I6wkEL9f+96fHQMve9MADA/i34kR/f612nJMckL9kQi7DlAciZoptrEc52ORNigHNaTQgPUAgTsstDIUxIxuTBemVCJyhOPWD32PUadUi6c3XV3x6CG//uMO97Fp2pSNdoKUbYE7rGiyhclvXz1ZIisrvnD+9+AQDw3LZhf2uSdUgsevMTW/xkVIZWCET5pPFyJdSx/tItT8WsnR65/rENNvfPYZffEooFbrVLrMwfntsGAHj6tZ2tbYiB/JypeLSu0XmzCMt/G+7D+1+qCWHLF+SjmwaR5kq5CQVoUmzb7z/3rqVF2G4Qc985PZHz7esIy149+vc8EE5qqK7T11GzCNM1mpBdHgphQjImxzo4wDVnrcXP339Y5DLCZtlMcb94Zjdm93Z437Nwr+tqK3p/mw4lKg7tgN37sL6WVRswC2W1Ay9nwg25/cKvJeq6fifz1R1jGKh1wOJcFr0Y4YoL3WlqeLIszbxzf3o/Ng/5iYAcS5Nwxa0ee2A/sQMTybn6vhfxj798LPF6Iv67nHE5r6yYTDHCOp55bRiX/fbPqLhh74ZWHJtN1mjPVTjBWz+Njg1YhBtwLmzbL9/6VnWEDQf7H+9Zg2P2rnofdZQK+MbpqzJpX1TCQ3kb6jyvOkJtuhg4ffchC6z2SwiZvGQqhIeHh/GJT3wCa9euxSGHHIJPfvKTGBkZMS5/9dVXY/ny5Vi9erX376Mf/WiWTSKk6eQ5RlgWFAv6uzBvWkfE0lKMpqEjUneyLIv1s0iWFdyp4asDo0vyFe86CP/4xv38+QZfXbVzKIt4Me/mJ7YAAP743Ha8/0f3+fOlw9whhHDMG9pzjZ4IW4R17cmKimQZUrnz6a2B79uGx/HidvPvgGk78n6ydI2+5FdP4Nr7NyVeryTXec4hk0kH69p68X89gh/e/QIee2UodD+04pQHXaP1DXD9F6Q1aQ4lkDU6g5PxnrULA99tmy8P9Nm0w7TMvnN6ceie1VwU+8zu8VyRVbxEhtYxwnKyLDOmgTXxXi8VC9h4/tE4QzlPhJBdj0yTZf3jP/4jnnrqKdx4441wHAfnnHMOLrnkEvyf//N/jOssXLgQN910U5bNIKSl5FgH+27ASddTvov6td2SpbVRZJEsK2gp0MfdymIr7vyYamGqFmFdMiwdLoKd7aHRCW1bVYRF+A/PbtO6Ko6M25dQSUIS0XVvLY4yCpOR1YtEz8FD5QvhfNYWnUQ6ONLlveKGB3BaXUfYtHsX1TJIwwlKFSUNKxD7EWThGi17twBJ6ggLDyGn7twN4n2b5aMdeIdHuEar2f3FQG9h0vhzEUKyIjOL8MjICH72s5/hwx/+MGbPno1Zs2bhwx/+MK699lqMjo5mtRtCck+ef0pF58A6Jsww/ei9Z2HDuj3xkWP3qq89FmdrxbxpAIBpHenH7eT9qHt0dMvEJcsyxggHv8t91sgMzq4b6Oxf+cfnI/cjEPN//+w27ByfwMrdpgXmJ6klmgTPNTojfWLqVPvlk1qPGHSY7Bbh13aOYWBkvLGNiWCi4uI/a/HyOlzX1YYRNBv5eTVbhIH1X7sTmwbt+zipnpmMY4RVTxPbgSb5Ma33OUgyKGttEbZcR32vimsd54FDCNn1yMwi/NRTT2F0dBQrV670pq1YsQIjIyN46qmnsHz5cu16L730EtatW4dSqYQ1a9bgox/9KBYujHdHcRygv787q+aTJlIsFnbpazdjRnTij1YyUapacB3HsboGXzhtFb7468excvFMzwpcLBYwa2YPzj9pv7rbM316F/r7uyKX+dSbVuB3f96CaZ0lPLxpMNV+2iUR3Te9K3Ds7e3Vc9LT045SLYlKd3e79vy01SzgJUOyFZXung5vO44TsY7joK09/DouKaZnXZsO2KMP978wgOe3jWDFiumYN70Tv3l0MwBgtNZXLRb8653F89dWO2ftHaVMnuWeacF7oLOjDf393ejqqpYq6uxsy/ydEbe9/v5uDI6U0VEqoL1UQE+tLe0d2bfFFtO16+/vRnf3YOC7ibWX3QIAePxzJ2XfwBj6+7tx9T0v4LWdZiHe09uJUnvQ06Roec6zvC7Fot+GdsMgXGJPBQfoqNWoLbUVre5BABiVFFpnV/3lu6b3Bd+BvT3RITICp/Y+KhQclDTvKxvEfru7q8dRKpnPQ7H2e9XT3WF1bdskD6Xp07vRL5U66+n2j7FNeX+L66iel0BbdvF+y64Orx8xYfUm+/jHP45rrrnGOH/Dhg046qijAADTpvkWCfH30NCQdr21a9fi+uuvx5577oktW7bgsssuw5lnnonrrrsO3d3RN6zrAtu25TN7J4mmv797l752eT62gZ1+MiKbdi6Z1o5/ectK7Bj0YzyzvH6DA8PYZmHv2Wd2N57dOhyaXnDs4gfHx/zsn0ODw9gm9YPGa+7DO3eOYaz298jwuPYYxXyTpFXjmQcGR7ztlCfM1lnXdTE8rBEHyrHp2nTJKfvhjd+8CwBQKU8E1nmllqG6reB462Zx/UZrZUVGRvTnKSlbtgZLEo2OVrc7VLtfx8bKmT9Xcdvbtm0n1l52C1YvmI5vvmMVyrVrP7hjtGXPuOnabdu2E0M7RgPf42jFMWzbthObt0bvd2BwBCNK2ZpTvnI7Ll6/FG8+YLfY7WfF2Ljfhu1DY/plygk9LlxgeNj+nhbzt0sW54Gh6Hh7G3YMjWJbhy8ax0b0x6ci3pUTExUMDKXz9BPHNFJ7301MVIznoVw7v8M7x6yubUV6/w4ODKMoXcOdw1J7FbO88DxRz4vMrt5v2dXh9ZvczJkzLX6hlFgJ4Ysvvhgf+9jHjPO7urrw9NNPAwAGBwfR19fn/Q0Avb292vVky++cOXPwuc99Docccgjuu+8+HHHEEVYHQAixx3ONbnE7klIqOFpXvILjJI4fDJdPEjHC8a7R/n7109UmqrVIo9AltrJJEtUrddwcx0FJWmd7TVC0W1qwbfGSZWW0PaObZQOSZSXlnue3A8hf1mg1oVQ+WhVPXDtdJUxAcOuTW2KFcBwV18XWneOY1RNvVZVbsHNMX0YnceiBk841OusYYfX9NjcmaaJA3nXdrtHKZ+SyKZJlRWWNLhpeKHmoV04IaS5WQrinpwc9PdHunkuWLEFHRwcefPBBT8Q+9NBD6OzsxJIlS6wa4zgOHMeZ9GUgCMkrSbNwNhpb18JiwdF2AIsGgRy9T+W78mnTLtN8tQNvk3lWnt9edDAmCS2bskFtkttkwQkmghGxoGpymHrJ+g2txgiL85umPE1WqPdb3rJGh/T4JPndjBfC+mcli4Rp37j9aVxx13O48e8OC5Ro0yFfZpPgTRODn2YQSe4TZXH/qe+V3fs6rdbbXrPiOo5TdxJDuX57/LKW5ZOkv7siEjkas0bn5YeRENI0MjMTdHZ24s1vfjO+9KUvYcuWLdiyZQu+9KUv4dRTT0VHh/4H5+abb8amTZvgui62bduGz372s5gxYwZWrYquKUcISUchZxZh23YUHJNFOPl+QsmypA6ZlwzLsB3RITUJS1U8yQmGo/qN1c4/0KPE3dkcnxxHXHAclCRhvE3quGaJOE+ZJcsynBw/a3Q2+0nC4GjQCpi3rNHq4EEj9PkvH3kl88RacQPdFbjQneIsxnJuffI1AMCWHfHHJLdzLMMSbqlyZUl/Z5IsSzmX0w3li1TkpGD1Zo0Wg1sm62xwWTvEptqKjpfTQreNUB1h8d5nsixCphyZPvaf+tSnsHjxYpx44ok48cQTsWTJEnzyk5/05n/961/HKaec4n2/66678Pa3vx2rV6/GG9/4Rmzbtg1XXHFFrPWZEJIOX/TlQwrbNsNk+U0zgh8qq5GiXab9hizCUhc2VgBUXLQpybFsrlNV/PoloGRh3Kis0b5VKxv1pV5bcQTNyBptui6DSpxqMWcW4XHFJJx1q57fNoxP3fAIPnXDI5luN27wxGgRzuAuEM9txeJsyU1Qz3U9pHKNltbJRggnf8+oZJU1WhWsUcvGL1ddMK6sn+l4izn5XSSENI9M6wh3dXXhkksuwSWXXKKdv2HDBmzYsMH7fuGFF+LCCy/MsgmEkAjS1hFuFLbtMLlG27r8yh2f8BpaKRy5PesYYVuLMKqdf9U6YmMtAaoWkHLFRcEJWkJGy9UGZB1uYrIIp633GhLCTnD7jXRZNLV4wGARzkKIZIFqmc76Go/U7p2XE5QGsiHuHjEJ4SwswgXlvoqiEhDCWVqEk18neZ2kAnTton5sfHZbYFoW57LewQFPCEc0Jkkcsbxcd3tYCMuvEJPgzcsAMSGkedARhJApSG5+7y0bUio4npuvjK1AWjW/z7hL+btXTzJmsyaBGnKNlnrcsRZhV2OpiW6GhxC/snUYAEbGG1VHWB/nmDaR1IRhPSE/Gnm/VgzCYlBxCS7VznFeLcK7ChXX1Q4ame6BJIMvQujYDBrI4jNLIZzm9pGbu3mHXYZnwb5zwh52ce/N//vG+NJ49Z4TYeG3sQjbvgDEcUXFB0dtrpiX30VCSNOgECZkCiE6VK1IPqTD2iJsSm5iado4cb+5/j4N23Jd6fwYNhtnoYxKlhWnWyquGxLgtscnxK/jBEX8WIPEkteZVzafViSa4m6bkTjR1OQByTV6tFzJXdbo8Yo5RnjtZbfUHdub9A1x/4sD+IdfPBZ7zeLc9c0WYcMzl+CeE1uwWaVRrtHimRHbf2LzDvzNlfdgp2UYwxV3Pptodzqvmbj3ijxwaCI71+jsYoTFNns0FmEZY7Ispo0mZMpBIUxIRhy518xWN8GavFiEk8QIa6dbrD+3N1gqRV1FbLoi2YDiXORM+w2XT6p+PvrKELbEWHImKuEOmm3MWnvNqlIsOJje2Raan0ZPPvrKEG5/6jXtPF8HBzec1kpkTJbVBNdok0VRLmd15Bdv8+7BxzYPWYuWRhKOEQ5+f2pLc2tmfvAn9+O6BzZhZ4QXwuahUXwnRsi50FuETRoliUb1XKMtlpXvi2yTZQXj6790y5N4aNMgjvny7bHPQRp07844vWfzuNVrERbHahUjbLlN0W6dRTgQHmPYYCEnA8SEkOaRaYwwIVOZz795BYbH85FR1kR3exEHzu/D3x62MH7hJpAkRlhHumRZ+ulyZzNuq7aWA9GZfvcP7rZaVt2u7eEJq4oD4PTV83Hbk1twzwsD3vw0/WjR5o3nHx2aJ6x+4pwNj0/gxe0j6O8Ki3AbWpk12nRuTOLj3hcGcMF1D+Krpx2IM35wNzpKBZywbA7esWaPhrVRh2qZzkv1JLUdv3tii/f3kxbivOLqPQFsS5ZFkcg1WlokqfVz9R59gedPRmxK14Sh0bL2Garn0urekXGCL+5xc10Xdz2zLVE7vvmOVditz68gIoS0lUXY8vkXx6qNEdYsJxDnl1mjCZl68LEnJCNKxQKmWZahaBUFx8F3/uogHLnXrFY3BYC9i7ZRCNuU3oiJu5Xni82ZNut1mCx7Zkn6zxXXDVmA5f1c9d5DjOuWJItwZ1sRl7xphf2OU+B15mvfP379Q3jn9/6IkXI6S6lI6iVQBUsjXflNya9UgSV/vfu5bQCAR14Zwn0vDuALv/1zo5pnJC5p102PbsZrO5PFk8qkFV/yeXri1R244LoHve9DSgIy0/oTbvgZNFqEEzxknveHjWu09PdYOdkA5wWv3yd2u67yDIW/SJPrGOXQWoTjen6OgwuO2xtLZnVrZ78yNKbN2RDFgv7OQL1i4dHQZqU+LZMi1j7jYoRN9xLrCBMy9aAQJoS0jjpdo6OyRr9h6WztLqKEsSi7ESe8bF2Wk8QvVtyw5UMW5osNnVLAz7wqjk1t3/hExUqE2OJZhGvf73l+OwCkdhn+8NUPGPZT/WyoRdgoPkJTGteIFKglgFTh/qN7XsRHDOc1CUlPvexSrg5wqCWpdFRcF67rhkSJbVx+FH6McPw6lYjjiN2P4aQ5cLxnJ0m763KN1lmEYx4oB8A71uyBozIcMFXfu8IiXMrQIiz2obMyy9sweRdQBxMy9aAQJoS0DNt+R8mU3CRiAxtet7i6D2UZ0yqu67vUTRh6niIJi03nDbCrV+otG2ERaMrWoQAAZ5VJREFUjttbe0lkja6tp7zZd4xN4Liv/E9sG57fNowXt4/ELucqZi0R55d17Ky4Do3MYWMSJOrkOPfYZiT2klGbo9t91qWPohC3rmyh7VDiPwctBmMqbnUb6uCXWQgnaaP9jSSfz+GE2dejBtLEdnXS2lRaqZ47Sx8jbHcebNyWbVG3JCzC7RnGCItD1V1nR7NceH0qYUKmGhTChJCWYdvvMAlPm45L2CKsbqP66cL1XOpMHd+PHrs3zjt2Lxyzt52lxJAMWctEJRwj7H2NOU5hERbnw3Re4txI//I7G3Hqt38f21bVNVpY5kcSxMjvNq3DOE+03m9v4zqoJv2qCuRAcirN+W16MmnVdVuzSCs69vJ5U4XUgK1FGGFLZhblk3zXaBe3/HkLyhEJn2RROpRwgCfqtPsxwjrfaP2ASpraw4J6kmX1ZRjqo+5TJCCzEcK297Hjvf9iljO8TyiDCZl6UAgTQlqGbeynyQXa5DJd23jtM8ayVPtecX2Lr8my2d/dhncdvAB9lkmhTJ30fWaHa3u6mrhIx9IiXCoGLcKm81JvSR2fYLIscX2iMgarvG5JfJZ1cf4aqedM1n9VIsmZg3XNiRJVjSA0pqE5jKjzFhtbm1J7ydtV70MbF+OK62otwqZDSRJ+IE7InU9vw/nXPohv/M8z2sWu/MPz+POrfmKvJHHI0m4MCNdo/RzdnupxNtC9CnTCUn7Hir90GejTor7rxcCSlXeN5fPvh5JoVtDkghAcsXhGtS0sn0TIlINCmBDSMuyzIutfVVGWAkf5jFsOALrbqxaQOFdI2+6SSQjrXA4nNHGRYrG48yS2F2cR3rIzGyEcsgincI2Oc7u86dHN+NYd1VI7jfQ6Nro0K9PjhO7W4XF84TdP1F1WxpZQMi+NhIo6w/XWgTUhDyyEy4nF73Oi4moHhYxeDgkOQ7xFttaSiL1gCAP4l989qZ1+yRv3s9qPjWu06b7TTbY5xL851L4SgE7vBYVw9e8sLcLq5RO1wzMtnxSxfMA1WjkB/3DKfrj27LXee4wQMnXgU08IyT0m0WQzgG8wAIdx/WyjO2IEnb0Q1gsoXeevGiOs7Mc2Rli1CBtWeC2mlrEtfohwzaqTwiJcisgW6zjAJ3/+sL+/Biphkx5Up4+FyhVVv4tz/cXfPYkf3fMi/vvhV7JuohVJdW3Z0m8/qTVevt3V62YjvidcF2VXYxGuwzV6rFzBl373pPdcpx2q2L3P7M4vE3XKxCnwB5P89rtuWPTuGCvj+79/LnafM7v11lu1zBagj6ENWGZrf06XPF+Wzgl7sSRB3aXIxN3egGRZNsnAZDpKBewxvctuJ4SQXQoKYUJIy7COEU6RNdrbR+i73uXSheu5RsdahC3bXXFdjGjcQXWdv4obtlSI73FJfoSo9CzChvOStOSJCVXgiOswnMAibJtwDEgu8pJgElLqPmVLr+P47rIze9oB+G6/SWJW6yGULEuzTJQg0AkkHUkPR3ZVVle1ytZcqQ4eqbGjJnd/m21ee/9L+MEfnseDmwar7Up5jawthhG3tuuFFdh5Inz5lqdwo8Xgiulaj2oG4vQWYf/YxGzZIvz9d68JrXPsPvZZpU1ZwDtKjUiWFb0N5sQihAgohAkhLcM2RjiNa7SXZinUAdNvw3X92N0V86ZFtsc2+2zFhVYI6zrUlYob2q6tVhSbi3ONHk+R0UknNPyEP9VPIYSTlJlpSxCPV0+yoDhMIlsVKmOKoBDWTdGRF8K4WcmjQ9dFs+OoUxxrnU0pFspyO9TM2xb334TrYnzC9TKh+83RN8h0vu97YTvWXnYLXh4cxYvbs8mebZtFOWop0d77XxrEDzYGLb26GOHtw3Zlz0zXWueqr3t/ycdmmyxrVm0QKA0b1i3Guw9ZgJNXzItdNmkd8TiLMLNDE0IEFMKEkJZRr0U4MlmWrSCpbaICYNm8Xlx39qE4ffV8m1VicV0XIxrrsk4ERrlGxyHOj+xtrOuzJ036A4TFy28ffxV/enEAgH+KxUCFTvSbyLtFWE2iJbtGOwgLYbGdZqXMCulg3TIAfvfEq1rrY6wQTnnOoyzC4zau0RUX4xOVkOg0PeqmTf70vpcAAH98bhteGQoKYT9ON7Y5AaLc+WWi6tTKu/zSLU8F2uC6bqhNth4Gpn2KwalT998tcn1djHBgmmbzNvG9AlV8Tuss4cPH7GW3DctXhVduTmcRduTl7LZHCNn1oRAmhLQM2/6IqbPU22G2WHgWYXWfalkWZf786Z2xAtRWwE8YLMI6AT/h6twH9W1UUV2jAb17tClDchTqOh/72UOei7WYJUTLaDmjGGHliBsRI+y6LnaMlY1iSB00KAdcox1JCIva096GY/d97Z9ewsuDo7jrma1Ye9ktqVzWg7GlrlYQvjQwiguuewjXP/ByaF7DYoRdWQgnSzgGVIXfeMUNuUabnkljHWjp71eUespp7yZbi3Dk+FzE/aGbZSuETU0Tq8/pjbbe/vXBC0LT5PeJbvM28b3e+nWIz6Su0XqLr/RupEWYEFKDQpgQkntMFuEo1z3RCTfVDQ6vYN89trXUuq6rLe+iLZ2iSRAUZeEILFd7k8uL6Tp7aSzC0esEk2Ulco1O0IluhLvx937/HI798v9g8w6922xcsqyQRbj2Pe4Ub9s5jn+86XF8+Or78b1aEqRHXx6ybvf7f3gvvnLrU4H9TLjR50h3jGnc5G0IWIRDcdY2FuGqYFYHv0zPrc29oSZxSx0jnIEpMWrXooayjO0za3onnb56Pk4/aD7OWBudVfoda/aQtlX9jBOMSbIs13PmrHWrbR1h6mBCSA0KYUJIy7AVlCbRFCmEa/1HU3Isvw215a1aot+GjJy9VZSCUdFZecqVcPkkTwjHdCOLteVkIa3rDKZJ5BTlQivmCOuuGkcbRZSoUG+LRiSguunRzQCAVwb1mbTVfaqxlhMG1+i4lgpL7NaUpazueWEA3/v9cwExV/07maWxUbHM5QjXaJus0RURI2ztGp0m7j3xKgBi7ln57wQRG6HvyvHYtrVo2Glvewn/+w37oLuWCDAJ8uHq3tXJLMLp1adtjLDo0OoEfNA1mkqYEFKFQpgQ0jLSuEa/Z+1CzKiV9bBxjTYq3xpysixbovpRC/q7cOuH1nnb1Lkja4WwpvMvvsXF0woBLHc2dZ29sme1dK3ryEYKYZEsy3ON9sXiqQfExCQmsCY1QrN5nsyGravXSLV2C0Hb6SXLqm0v5kYScwtO0hRA+u0AVbH08qA5IVQ9LrdJCdwuIYuwvWu0ahE2CSnTYTgRy6Q99Kh41oImxlblpe0juOreF43b0D1qtuEMoTJxhulJthUnGFX39SjqMabbHkMhwiIsn0bKYEKIgEKYENIy0iTL6mor4KT95oamh/Aswso+oxe3ohDRlXLgd9onXFcrjHThmeOVCkrFAk5YNsffVm03cS6Zuphj3TTR0f7Uzx/GEf98a+Q2BVGumb5FOCyE4y7tnjPs63Y2QrTFbVK9RmGLcPUzZBGOy0El7kunPoEvX5Ztw+P4/sbnzfvU7Cm2nQlbJ+7ViYBFWLGqWybL0pVPytIi7ErDIEmQn8MjFs8IzAuU4U2ptFzNWdeFVugw1V1OY/0UQj5OvDbcNTpp20VOBWaNJoRYQiFMCGkZtt0RucPlun7n16qOsGWMcKL+dMRuHcfvFH/1tqdx6a+fCC2js/KMT7goFRz84ynLpW1VNxQrhIXwljrNUTHCv3rs1cjt6dbR4XrXoXp9AkI45tL0tpfw/960n3aeg+ApvuZPm3DZb/9s1V5b4ixtZWX+eChrtLAIV11ObbNGa/eaol8uD7Bsj0m2lcYiLC57Urt1IFmWsgubZFnVrNH1W4QDyyhn3dbd+Pilc/CBdYu181buFiyxJrcvyRkLGNA1sd72WaOV75rpnzt5OU5cPgdxOJaCMolrdKrRgYSDHGIPjBEmhNgSXSSOEEIaiW2MsNSzqbiul4m5sy0c9/a5k5ejs1Twk2WpMcLGrNH2na6oVssWYQB4WJMIyRQj3FZ0tB3qOMuLsAYFhXB4uTTWM5tkPTrX6Firi5PMOv/Du1/A+cftHdsWW9wYC65qiRubCIp8UVYqXEc4xjXaFfdlfci7iRP1urmxt0JKc/VE3THCVe+I9pJljHCKhtomy+pqK6BLiq2NCj2QY3TTxsNW3LBot81pFooRdhxAScB30n5zPW+aKGwFZbLySdaLhttjuW60gI8eJCSETE1oESaEtAx7i3BQroravJ2lAq48Y01g2ZP2m4tj953tW7RirQPJY4QjO1KOE9vpWz53WmhaeaKCtoJqBat+2rpGyyJE5xptGxdsu44XI1zb11iCrNHjE5VIK1+j+6pxp0KdH3KNdoNCWCzfqCRUKoGs0TEHo5sbJyCTukZ72w0Uxg3Os8sarbcIm565NImvvGtlsWzA5VmeoXqaFIyzrNHVEU6TNbqrzQ/eqOcxihP0STK/N0N6inMX9/6lECaECCiECSEtw7Y/IgtE13U9y2NXWxFL5/bW1wax3STrROlgVDuQUYd2/LLZuOastYFp4xNuKCmWZxG2FMKyO69uDdt4QxmbGGHRPNkiHNfm8Qk3wiLceDUZJzBU63mofJJqEbbMGi3mO45T11HKVs1ynMDUJmyLWcX7TNbKyBhhC9fo0doyoTrChuVN1l3V5VjG1jPChWoFNrcnaBG22nyocVnUEd5tWgduPnedtXtzPUTVAldpZDtU4oRuBlWwCCG7CBTChJCWkcYiXHEhuUZHvMK8GMdo2mtCJisrgc1mHMfBgv5gsqjxSrh2qmh9nKgU8+OErm0G2sA6FjHCYrOjZb9ea1Qn+ZI37oeD9uiL7Bw3uq8al9xKPW43MMjghMsnWbtGi234pDlWeS/pXKPt2pkU+byFrOoWAzHC20O1NprWTGMRtrWyulBEU4RrtPw9tUUY4fNu21a55njBcbDbtI6UrbATrUVH73WSB7SO0dJppEGYECJgjDAhpGXYWgnkTmbFRcAiLHPOkYv95USMcMw+zj5iEQDgLTHlfkztUbGxMOv6j+MTbiAWGpBco2Ni8UR74jrNOnEXd37UpFGB9Wufws43IlmEo9wmj69lxjbt2nXhxTg2CnEuTBY3dbp87hzHdxnvaAsmy7LNxmxz62/dOYaC42B6V1tonixk4yytektjTDu9WGa7Z1QsJxunQzHCNhbh2j1kG39qE++rLhG1SmB7yvNh0MQAguWT0iqtihvOG20r9NXn+Gunr8I9z2/3BmqSYNP6QsFBklxZzSTeIpzThhNCmg4twoSQ3KPahuQYYZn3HrYoZt0wPe0lfPiYvTzLcPL2qDPjO1mm8kuhTLlium2McIwoUHWITSfbRrwI8ZDENTpye2iGRbj6aRo8UCer30N1hF2xnKVF2OI+Wf+1O3H8V+/Ad+96NiT45Pac+9MHovepbYc/9ez/vBdfv/3p2HVskM/nq0NjgXk2MeriHupQngVjUrMEDRVnXDdoMTRahuu6gThmF/ZlkYyxxDG4yt9p3bjVx23etA6rxFg6bHRiwXFyZxH2ww7M8wC6RhNCfCiECSG5p1vK3Cq7RndoskYL5HqtWRMXI5x2fVU8+hbh5MmydKhCOaqTbSOuXU/8VT/lzMo2nWTTpm2z+taDV+7I0iIcthBXP0Ou0TH71blGx/Gvtz2NlwdHI9tjs08Z+bre9+IAvnPns7Hr2CDaVa64uOC6BwPzkghh1aPA9jpFIZ4ndZ2ntuzEcV/5H1z/wMvYMVZW1tFbhCNdo1O+c1w3HJGd1DU6C2y2VCo4TbOsJr0X49rVzHhlQki+oRAmhOSe3o4S3rhyHoBqJ1Z0llWLsMyc3nYAwLH7zAYA/OffHIxPHL9PJu2RO1Jqh93G2mDqqJkEb5o6wjrUGOKo5UVTopNlBeNiZWuanRA2b7tZWaNNia5V0aaeB9UibOsaLZZLenz1DQ2E14534U6GOB5x3nTu2jbJskZqceaqh4apPVYiSRl8UG/pxzdXS5zd8fRWDI76ce6uqyTIiogDlp9dk8dHbDNdhA7U2iKcZW/OxqvFccIlm7Im5fbjVqNFmBAioBAmhEwK9pndA6DaWTS5RsvM6e3Ar/7XEXjvYQu99d+6an4mbZH7UaGSRxadYFNHzVQyJi47qzgNspVP130OW4TN25TjjqtlXcxiStdXlzvJp9QGMVRMsqgZJYhiLcKqEDbEDAvBJgTg9zc+h0deHjTuN41F2F/Xb0MSl2D/Osnrx7lwp7sI4rzpBlBM5ZPkxE7GGGG32qZv/s/TeHLLDn9/KdoZzghe8zApORgc9S3CLsyDVupkub1RcfUq8qL/96bH8cLAiNJWu+2kFd86rGKE85gsq3audNdMPo20CBNCBBTChJBJgei7uICUsdfsGg0A07vaGuK+J28yZMWtwyJsTJaVoo6wDnW+jWt0ueLi0Mtvxf+96fHQMmJt3W7lTvJnTlqm3UekRdg4JxsmIgQbEBbpFWlCIFmWUkd4x9gEzvj3e4z7DSRxS+LWi+DiiVyjvXXk9WPWSRlaIAYMdG7QJtfo/Xf362oLIdweyhrtYuf4BL51x7PY8KM/hdoZhedw7A3uBOePSeJ7aEQSwq5r/f5Qyz3ZIj8DD24axGdufCQwvyUWYQuKBafp+7Qlvo5wc9pBCMk/OX2NEUJIENEhdV0X/3ragTjjkAXo7YgWwo1C7keF4npt1re0CIvFMosRTuIarWzz2vs3hRcSlkaN/bmuGOHYNetHCAyjEI4YNHDgeG0X1npbC6pud7ZiM035K0CyCAemxViEU+3JF5km0asr6yNnxTZZhF3XH4wYHvfdlytSS+Vj0h2fOM2eS7/YZ81S3V4sYGA0GCNsuo1VgSwL4dk97VjQ36lfUUE9TaHBqlbECFtsqlhogmt0SuIsvswaTQgRUAgTQiYFokNacYFlc3vxoWP2apmLm7xfU4KrKIwW4ZB1WbhGR2/06L1nYemcHm3WbJm4BFC6NtrECOsWselsmvZvU9apXrys0YY2xFnPxXpJ3UP9skTJkUVRMouwiF+2d63WDW7Y4FmEDfHAh+05IzRNLvEjwh5UC6uLaq1teR9A8Dh0LdbdRqH6xsIKXSoEXKOr69u5RreXghNev+8c7XpxbVG9xw3e5A3FzjU6j1mjqydL2yzpnqEQJoQIKIQJIZOEauclTUxg1sj9qLAV1yJG2DBdrRfsGKar9HW24cr3HIzFM7u9abrTFEoA5QJX3fsi7n5+W2hZ2TXahC721F8/ssnGNgI5sQiHhK//t+zVnLRMlNid4yQ/ziSuzTqUErnWyybBixE2bEAnnuRYf6NFGH6MsXzNglZgfZtUN28vw3dthogRbi86ims0rGvlqveB7W0RqhucIHxBxgsdyeDhsRmEKjr2gvKmDxyRriEpDyau/ZTBhBABhTAhZFIQ17FcvUdfcxqCGNdoi16Wdfkkw3Qb1C6kA01t3IqLf/r1E/g7KeZSIARAoK6q0jF1venh/du4TVaaInkN+46LEdacK5m0FmE/a7ScgdhuGwFxmeDU+WWu0lmUbRBHIM5n2WDK1J0vOdbfixFWLKxwXS9Td8X19xNnEZYP02ujcuwim3V7qRAoAQaYRZUqAtWEdra3RdgibB++IGN7D2VFEtfo/u62+IUiSGrAZceWEGIL3xeEkEmB7xod7hjefO7r8K+nHdi0tgRco21NRhK2rtG2ybJsaC8VUiXLGpWEgdond73p2cYI//S+l6wFQFoqGnEYnK8X/UBVUI2MB+vd2rbWswgHth2/tuM4dbhGVy37/+/XT3jT/v7GR7D2slsCy535H/em2r7YBxCdLAswCWHJNdpLlmW2CAPAd39frXtsinWWn1FXmaa2bbTsxwjLx+3CLGjVyWGLsN0zq7Y//IxababpVs5cukYrlv/APOlvekYTQgQUwoSQSYHoxOo6hj3tpXC5lUa2Rfo7XD4pHlP/0VSKKZVFWOlgd5QK+M3jr+KHG5/zpkUlXxIdeTnWMyQ6RO1czfr1CGEg2iU7C8TWbesIy2wfKePzv6mKSj9ZluV+U9YRBhSLboL1XNfFPc9vww0PvuxNG5Lq5Qruf2lAWid924AIIaw58A4L1+iKG7QyP755hzfdQ9PolwdH8ezW4dpsvReAsAi3FQsBF3jXtY8RVr8XLJ9ZtclJBqui9t9oCk3MGp30XoyzjrN8EiFEUGp1AwghU4/+rjZsGx5PtI6X8TV3McLJLUGmjliPmgXbEfuov8cpLGwX/+xBb1olQk0JITsmKQOTRdjkGv2z9x0ayPCrkjYhUxJe2D6MwZEyls+bpp1vaxE2IS6N7bH4FuE0rtHSl4TPQdIEQUmvjFpT2mwRDk/r0NQDl5+rtmI1S/e4dMP2tpdq+wtacFW+etvT3t8VQ9vGJnzrflCIuhHuv8Hp6uWwdRs2JWHzvjd4QCgtpYLT+KRTDbpnKYMJIQIKYUJI07nyjDWelcaWLJPB1Ev9WaP106d1lLTLpbEId7UVAfiDDWpdViDaIiw68uMB12jFXTjCvbhQcLB7X7iEzBmHLJC2Z9x9Zrzl2xsBABvPP1o731w+yW77amxoHGkHclzXVVyjk6xrFmb/+MvHDCslaZ0cs1v9fPTlQe1yca7RAnnwRzify67RYtAoECMc0+Y4izAQjAV3YX6e1cNQnwH7ZFnKdpT7zt4i3Fx5V3CcTEI2mkUefjcIIfmDQpgQ0nTmTuvAXE090Sg81+hGNCghcvevmMJaa+q09nUGX8n1uEarolpnVQ7EQyo9RS9GuBwfI6y1CBvafPKKecZ9tgLbrNEmxHHaHoqcNToJrtKmREIY5uuh1oeuuC4KjpM4kZlom1jrkl89oV1O7xodrgcuxwg7Ts0iLAnW3tr9HVWCK9zG6qd6zUWMsOsGB4dcNyJGWM3lpcy3jZ/NyiLc/Bjh/JUh8s5UTLNy1mxCSAthjDAhZFIg+pV5EE8B1+iQRTi+l2XqI/cq4lV0ktMkpelV3Kx1Z022Pqn9bbHLKIuwUH/aZFmm8yBNzoPX54/vfTE0rejYC+GoQYpHXh7EuT+533gOk9zKrhs9cBG9rmsdcy2EV9LHzDPWxqwXVz5JoHowuAi6NPe0V+/vJIm0/bjw6l83P7EFo+WKd32qgw3BdYwxwuq2LddTCWWN1pQ4yyPFgmNt9W42uma5gfk5bTghpOlQCBNCJgXC+pADHYyC1JEK1xGuEpVMumDoiKkWFnGsaYRwTy2GckF/1T1ZJ4QmFDdQGbHPYPmk4DLiq85KbzKUB7Ml55NCQY0VNRMlhP/hl4/jzme24olXd3jTvMy20nI2msmFG3m9ohgtV/D+H91ntawnhBNsP7he9JppXaMHR8oYkGr8Cpd02XJtOzggn8fr7n9J8mxwQ67RpgEdVeimdo2OyxptaxFusrYrxrhGf+sdq5rYmmSs22uG9/eZhy1sYUsIIa2GQpgQMqnIuv5pKqT+nylGOCprrG2n1atVm6KX21tzs/7bwxbhjo8cGXBxVrcPmF2jxyxihHWjEwv7u2LbuH7ZnNhlWkHBcawtccVC1b5ke1uKc544eZUbtB4meQ627ByzXta7JxI8ZgGB7kYLUq1rdJvOIiy7RgPXPbAJn/z5w940cfy2sdwyZWkldaBHfSYsHBu8dWVsn1nT4JLpu4mmu0YXnMh33Kom1nX3iLjvREvfsHQ25k+vDg7u3teBDxy5pAkNI4TkFQphQsikIE8WYbn7FxLCtc8ooaPOU92YBUJQ2JZikemruVmPjE+gVCxgaLQcWiYq5lTscawsl09S2mdY96dnrsWeM7u17ZIPvbejhA8fs5fxGFpFwbG3LhacqouoTphqXTSl8klJbuWwa7T9urIlNQ5by65uHaDqHTAWMYpgbxH2l9M9S54QTvFCCLRXKUkVtuyaLML69njr2ZZPslrKggxMwrrrYKIYEyPcyhJFsXWEkZ/fEkJIa2GyLELIpED0K/MQVyp3AEshH+jq9yiLkDrr6jPXorMtLIaFnkjjGn32EYuwc2wCb1y5GwA/6dX0rjZsr5WuClryFGtv7TNgEVa67X7JnOD0WT1txnap8Xl5jDNMYhEuONVOv06QaeOyU96/LqJd2aNII4STtDOQ4Ml1A4MnKrp7uV3xoy868fd8xbv3pF3HNxVA2ILt/+2GXJPNybKycY3OysMli8foP99zMB42ZPtWicoavWbB9Axa0xgcSBUIWtoSQkgeoEWYEDIp8Duere++BJNlFbTzoqrqqEK4o1SslTsKIgRmVLyxib7ONlx04lJ015IKXbR+XwB+kiFAdbXVb2c8oo6wuBbhRFv2DU5rOaq4Lt7z73fj5sdfTbV+FMUEMcLCIqwKZ1ngBOKiRYxwYtdoVykVZP8cJClVNqERmHGUJ4ICfXQimRBWBVWpWIiNoXY1FmF793RpO9K2qq7R8j4iLMIR26y2OV2yrLRkIe4WzujC+uVzrZYtGuoIf2DdYnzpbQfU0QqJhIMESd3I85B4kRDSWiiECSGTAtF5yYNFWEa1CIs+fRLXaJP1SBxrFmVKTj1gd6xfNicgbE0uooDfBx0z1FgFpPJJyr6iWqvOS/sjNDw+gYdfHsKnb3w05RbMOLC31AmLsG2SI7FdB8mseK6yzS/d8lSCte3xjyOda7TrItoirBz0xScuDd3fbUUnoH51WX7FLuU9JXHn9rcTFPFqsizr8kmuiwX9nV5yOtvBqygxJjw3bGi2Y0Wx4GgHNRbP6k7kYt0IdPeLfJ6n1fInvHHlvNByhJCpBV2jCSGTAt81uvVKWO4Em9wDI+PnvGWihb1nEc7If7hYcAKlfOSkQab436jySSbX6EhrmDIrrUVYiK8oy3taigW9q7MOx9GXkam40bVs08QIqzVmG0Ga8knyfVSJE8LKyVrQ3xmKp20rxFuEvbrFKeOmdVSt7sFwAXP5pOD0iQpwzVmHet9tB6+inv/jv3qH1TZ07Wk0JtfoLFsxo7sdQLLY5Xgc9LSXcOuH1qG9xYKdENJ6KIQJIZOCFbtNAwC8af/dWtwSJUY45Brt1JaJX99xHCCisy06yWmyRusIC+Eoi3D1+5ji9hpYRmmnIJFFOOWhCe2V1bmRKRacRNmIo5I5AUGR4koW4SS4cJviypmmfFKwNJebyDW6ACdkPW0rOgHxqztXfrKsBA01bMezgbtVQRtor2WyLNUabTt4ldk1bbJJ2GQRzrIZn1q/L9Yu6sfK2rs/jiSnUpeTgRAy9aAQJoRMCnbr68TG849udTMAKFmjlV68+BbVEfbdp4GJiP1UMrYIlwpOwNU5qkawv0yURTgcpwkkE7dpMmID6csQ2VBNlmXfq9a1wbS+fzaTxgiHRVojmFAsrTatnFCsskkswo4TPn8297sYqFCF5H/88Xn85N4XvYGz2O0o8cKqq7RoWiglnjJBFeSvWzITe0zvxAvbR6zaUS9Nd41uwg77Otvw9oPmJ16vhQmrCSGTDPqFEEJIHeg69kCMVbS20Kr51VqbsTHCGb2pqxZhv8cesAgbMkI/8NJgaJq8/tX3vRiKj41yd1bnpT00IVhshfQVdz5rnQCr6MB6WUB//SoVQ9Zo4dLtIJEJy0WTXaMTrKMmyxqLsghr7o3wM+QortFmi3swgRjwzzc/iee2JRCf0voVxTUaiEqWFZyuCvL+rjZce/ahWDwzup72K0P2NZ6jaLb4sy0rlTfy3j5CSHOhRZgQQhISdI1ObxH+wltW4rmtw2gr6uWgZxHOqPemtjUqRljfnuD3xzfvwCW/eiK0XIIQ4ViL7qyedqya34dHXhnStsXWoPy125/G/OmdVss6jpPIZTVKqFUXCE8PuP7aHIMh5jhr0sQIhyzCCVyjHSfsYlt0gudU506vqyNcb7IsIDg45Lrma6Ped6aBk6y8OeLwa+M2J4eCeQCKSpMQMnmgRZgQQhISmSzLixGOt4r2tJewfF7YhfPwxTMwu6c9c9dodTuyJW/nWNBJW2vNtE0glaBNNiKwq70Y6uB7FuEEgwSj5ShHdJ9iwb6OcLUN4Wmmc+WVT4rZ5qtDo6HtJbFSp8VLQpVgnWB945g6wsr1chC+hurAgnqJq3Wba/urN0ZY/tt1sX3Yr7nswrUehDJdmka47mtpQYywDbtN62hwS3yiboUc5FgkhOQQWoQJISQhgRjhFBbhOL5cq8N57k/vB5BdZ1rt1MvWr/OueSAwT5/x2D6Tsnle8LvNsTkICw0hvhoRq1hI6BqtO96AkJbdb8WXGKvzX3zjrsB3F822CNvvS7WijiaMEVavYXhsKWwx9son1Zk1Wj7OK+58NpAcTrRP/jS1yfRsNCKZWxRps7AnxfTcydfuZ+87FL3t+epm0l5NCJGhRZgQQhIidzZD1ixvev37EfGkjbIIy/HCz2wdDszTdesbYZGM67dXLYZhYSbEV5JkW7ZCqeDYl08C9KLAVEfY1iIcXrE5NbTLimu0jbAKWoSBHWNmy3tICCN8DU3PlPdduj7yZUpzeuT1VRHsuuG2tBUdnLxibuj5Nt0v8zK0iK5fNsc4rxkCTz5mmxjh3fs6vZq9rYYGYUKIDgphQghJSFR8p+ggZmHFFXa1LMsnyZST1AiCn6n33YcswAG792XSJnGeomqFOo4T6sj6FmH7c2N7tNU6wtabjY0RlmNX5RhhsZaN5nbRHNfoCcU12sYyHEiW5boYHCkblw1dL8cJPSthV+nwNn716Gbc9fTWoABNcXqq9Z718+Ss0YL/+chR+D9/sTwkPE2X5tMnLUveKAN/e9gi47xmGIK/99ervb9Ng3PNrmcsY3OvMlkWIUSGQpgQQhIi96VCIqj29WNv2Af7zumpaz+iY2fIpZUY1Y07Sljp+pTl2sRV8/swq6ctMM/Wah0eOKh+zuxuCy8s1oHZNTqZRdhOKSW1COtjhOP/ToILe9f0evDKEiVQlWo268HRsvF+0FmEVQyPVGD+psFRfPCn99dt6ZuouOZjdSPua6WRpntrWmcpE+8QIPoZa4YAXT5vGt68/7xqW3KsKHPcNEJIzqAQJoSQhMji94g9ZwDw3WPFnIMX9uM/3nNwXfvxMyM3xiI8EhHLqRMHwt3XcZzQAEAoaZgBtcMuXHH7u/RCWNSZVYWGEF9JOuT/T5PhWkcWMcLB2NXw3w6SGTArMa7R0zNyQU2TNTpQhsutCuFpHfr2FAsOjtt3tvddd/nirql8H9ebNbpcqRjP6ykr53l3a0iMK9+jkqtlNX4R9Yz53gWNHSwRz69pAGrxrOhyUa0izb1BCNn1oRAmhJCEyF3AxbO6sfH8o3HQgunVeRlaI3yLcDYbVTvSQ6NmF1YdnhXWCQsBWyGssm14HAAw3SCEgeo5Vfv3cluyplhw6q4jrMbNetM1sbdW2iUma/RPzlyL847dy2JD0ZRTCKlgsqyqa3SfQZgXCw7+6c0rsLC/WsrKyiIsTVjQ3xlYJ1BHOGnDUWu7smKx4GDj+UfjpP3mGgehQjHCTXBbj3wPNMkKWiqK0I/wvF9+4HDsMT2fQpgQQnRQCBNCSEJ0fWPRWc/SRVGUY21UjPCOUXNSI9cNJ/oRVtiC44TOgakWsoq6nhDCK3abhoP20Mcd66ynXoxwA5Rw1RU7iRAOt0Fe/Z9+/QSeeHVHbbpvEfaWtZBwcVmj+7vasHufXZ3kKISg82OZkyfLGhwto9dkEQ65PYe3b0qWdeiifnz3XasD84PW9timhhifqISutSxqzbdXcEYz3NZzoIO951w38GX7DmgUfiI6+kYTQuygECaEkITohI94mWZqEUbyONgoVEE9NGa2CLsIi5YJzzU63PFus6xjpC4lkmQtmdmNb73zIO06OtdoL2t0AwICkybL0lqEXdfrmD/88hA+XCuFJbars3JH4brx7tpJLfw6TK7Rrw6N4vanXtOuU1baNTRaRm97UbtsaOBCc+5MybKWzOrG9K62wDOWhUVYDRCQt+M9ezEJvJqR0TuKZpVNaisIi3B4f3mJzdU1g3WECSE6KIQJISQDGiHIsq6Vm8QirEsU5FuEAbW7mdY1+oxDFuLTJy3Ficv1pWEcVDvYxmRZGZ/2z795BUqFZMmydCLk+gdeDnwXLtG+RTiZa3Q1WVb0MoNZCGEla7TgrB/eh49c/UB4BSgWYbdahsiUBdwmWZapjrD4VF2x62F8IiJtNICCwbpoWz4JCJ7Lq957CC58wz5Jmuih3meO4e9G0la7rrrBuVZbYtcu6gdQDVcx0awBA0LI5IBCmBBCEqJ3ja59Zrgf0bfOyiIcihGOtAi7YSEsWWHVc/DSwGiqNrWXCnjjyt0iO6jV8kmK+6rkpp0lXe3FWp1a+3V0l+fKPz4f+D7huRyj9univhcHANhZMl3XjRXnkQMblniiVtnVi9tH4tdB9bgqrmu8LiEhrLMIG8SymDwqJXkLXKcUbtLliht5rU23lyr6bPc3d1pHZDx8FKGEXY7+7yx5w9LZgWsmLMK6A261xjz1gN3w3xsOx7K5va1tCCFk0kAhTAghCdG6RitWqyzwLLAZyWtVhES50ro6i3BNfxSc9LafNOenoE2WVZunUaF/+x/34ANX/SlN8wAkH8wwiT5d/WDx+ftnt8kLxvLV257G81uHI5dZOre+cl2Af895McLK/E/9/GG8PBgc9FBjhCuuaxy8Ud3zbe4k9fSahLB8Gn/56ObY7QJAeaISaVU2l08KfrX1ICgWnEReDPLgVVxZqUbw/960Aneed5T3XZwPXZbsVttaHcfBrJ72FreCEDKZoBAmhJCE6Dp8opMa18n9wqkrrffjJX9pkGv0UIwFURV4QiQ5Tvo2pT0UVWiUI5JlPfDSIP4gC82EJLUym5aWLbRpyhLJ3P38dnzhpscilzlmn9m48e8OS7eDGl47DfN/+ehmfOl3TwamBa6NW61FbHoOxPVyolwolJPkW4TDC9edLKsSnarM1Ez1u1pL2USpEC49FsVX3n6A1JbgeoUIkdwoxEBGM7JkZ8l+86YBQKB0FyGEUAgTQkgG2Iinc49agmP2mWW9TS9ZVka93E4lbjPSIoywK3WlgQmqoqgmywpO8+sIZ7svEZOcBJPVUGTEBnzhrrMcZlnjdHZvR/xCEahCePOOMbwyGO32HvBORkLX6JjtAXJG9jD16rE412jb8klROvji9Uu9v4sFJ1HHK2ARjpzXnGey4FmEqwf8V2v28Oe12jc6giWzunHneUfh9RTChBAJCmFCCEmIzqLjJ5fNrjNYqYhtZrO9jpKfybe7rYiRspovN0jIIizXEU7ZqKSrdbUVI8snNaLzndgibFhePr9qjLBM1rY1kTQoDX6McPVzy44xnPLNuyLXUa2yVSGsXzbkGq1ZThaVR+89S1pWYxGWzl6qrNExrtGmO0EVnlGu0W8+YLfgugnur2KE1bcRpcPiELsU98lHj9vbm5djHQygNeeLEJJvKIQJISQhuv5UlNUqLRXP6pmRRbjNf+XHlTtyXU2yLKm2bOoY4YTLf/Ft+1eTZSlCQ3TE73h6K/743LaUrdGTtL9ss/xEhEU4a7562oE4eOH0VOuOTUS7Ruvwkro5QAVVsW9vEa5+//RJSwOiFwBu/dA6XPrmFaFkWTLywMI9z29P0OoqaS3C4Rhh+30mub+KkRZh/3lulggVVmjd8VJmEkImGxTChBCSEF2Hz1BuNLhewp5iRYrJzQLZNbrdUN5G4CIsWsoTvjtyMzreJyybgz2md1UFlqF8EgB8645nMt2vqfSPCZthAdFanQ5Wpw2MjIcXSkjayzNWs2LHCbv7XtiOzUNVl2mxqFMrjpzIIlz7fOPK3TxLttheZ1uxFlMrth/ennwfXPxfj0Q3WsP4RLRjujiOfWb3aKcLkgxwJPE4kJdV77MokdwoRHu0Na3zbhImhBCFUqsbQAghkw5Nh68RXUDR18zKpU92jW4rxghhTdboHePV5E9d7cX0x5tIBPirmCzC6t9ZkFQIJ7k8+hjhIH/7H/cm2r+OtK7rY7V03HG67uwf3ofpnSX86pzXedem6Pj1jk1ir6R6Ikhfxf2mXmu1jrBMuRLt3h9HuVJBwTFf71KxgK+edgD2nRMsyRN2jbbfZ5JLIw8cqOulrd1dD2qMsAxlMCFkskGLMCGEJCTaNTo4c9GMrtT7ydwiLLlGd8QIYSCciGpHLblWd1sx1KhL37SfVRvSHEq1jnCQsisL4RQbjUAeMLAhiR7RCczyhIudY36G6WdjyiTZYGrSicvnRK435p1Ms7ITc7aPlAPfnVpSs6hkWd3twXMrL2Xy1vdcozXzxnV1fBIwPhF2jf7E8fsEvq9dNAP9Su1f9fCSZFFOcr9I3s+hQYRiwcHnTl6Oi09cimZRisgaTYMwIWSyQSFMCCEJSeIa/e9nrMEpK+el2o/oazYia3Qa12hRbqmnvRQ6B/soFjMTSQ7Fq82MaNdok1vqDzY+Z7+zGo6TwiKcQNno2nrBdQ/imC/fnmifcZjO83sPW4T/deRi43qiRm+SUGaxbLE2YFFxgwLuq6f5JYCi7mUxL5w1OvgpM17nKEi54gYs0O8+ZAHeump+7HqiLSLWPu50ffevV+Pzbzugtm4CrwjpSZNjgqvfHZy031y8ef/dMk3SF9meWhNoESaE7ApQCBNCSEJ0nU5TsqyutiL6O9tCy9sgOuhZCWHZ0tkekSzrD89uA1w3FM85NFa1AOpco6O2lxZhnRQ6UxYsFQsh/KVbnkq8T9eNFsJze9tD05KIkIyN10ZMccsFB1g+zzxoIWKEI2vrKt+9AZtC9RpVKkGL8OKZ3TZN9gYU1Mvp19PWuUantwi/YensatZouQ2Wl1Kc3z7LZ3vlbtPwloP2iN2HOk8eZFFdoVvhGi0Gx3ThCM0S44QQkhWZCuHvf//7OO2007Bq1SqccMIJVutce+21OP7447Fq1SqcdtppeOCBB7JsEiGENIVGlE+69M0rcPzS2ZjdExZfaQhmjTa//j9w1Z/w4sBoOEZ4tIyOUiGQwEhga0VNcnZEHV5HYymcCLhGZxsjHGUt/8EZa0LTkvyQRpXqScIhC6fj5+8/zDjfs6Kq0+EErIwqYvAhWXZrf8BG5xoddc3lvQhhZ9qzbjujMSXAopje2VbLGu3v0XbQSSzV35U81YqNVdz/7v+tPo+tKAckBseyDkcghJBWkKkQnjt3Ls4++2xs2LDBavk//OEP+MxnPoPPfOYz2LhxI9avX4/3v//9GBoayrJZhBDScPyEPtltc//d+3DJm1Zk1uGVLUhxrtGAxjV6bAI9tRjPsJumrRC2P5axci1GuvZd1ruBZFkZliRynKALucrMbn9Q4sqaKE5isc9KQPS0lyIHSEST1LhSx0GkMrURlurZ9iy2kJNlaRoTg+carVxPV5kvE1cLO4q2olPNGi3tzvZRE/ecrUVYJup0qM9c1L3VCotwZ1v1+e9up0MhIWTyk+mb7KSTTsKJJ56IefPs4uGuuuoqnHDCCTjyyCPR3t6Os88+G+3t7bjpppuybBYhhDQc8TLNs3OgbK22S5YVtgiLZEdqHeJGeEWOe67Rnm+0N092ia0zcXAIW+v2Hv2dAOyP/eXBUWzdOZa2WQEcJ1q0iQEHXbmiqPVGyxXc98L2yBhhVaiK018sJLcIy/OM7fJcozXtHZ8IT7SkWHBQrlQCx2rr0TFYSxTWW3seknhtRFnkQ67RCURzMzhyr5k458jFOO/YvZu+b0IIyZqWlk965JFH8Jd/+Zfed8dxsN9+++GRR5LXAiSEkFZSiLAIR1cqbQ1x5ZOAcBKoobGJasZohC3A1kI4Qd9duOmKbZs8oLO0CANJ3LyrDXts8w6r5d/4zbtStym0b8eJFG1iVtjV1om0yt/8xBbc/MQWHLF4hnEZ9ToIYVxtT9XVWN6t4wDH7jMLB87vM24TiBd2urmDtUzmaWgrFjA8XsFz2/ws3bbaUsTLT+ss4fK3rMTSuXbJ4oDoZ0V3vUyogxxAfNKueik4Dt572KIG74UQQpqDlRD++Mc/jmuuucY4f8OGDTjvvPMS73zHjh2YNm1aYFpfX5+Va7TjAP39dgk4SL4oFgu8dpMYXr8g4lx0dFRfpz1d7aHz09lRdZ/s0sxrFb1d8S6dXZ3Bn4jRcgUzp3eiv78bvd3B9fun+8cVdYz907vQ321nPZtwq9vq7qou3ze9y3PNbO+Q9u846O/vxkvbh/HUqzu9ycvm9eLRl5OF2vT2dmKGaxYf8rHN6O9GV3sRW3ZkY+VNcm+0txUDy6vrttfOk1oit296F3ZajEa8NDhqnFeUBgr6+7vRVbs+paKDYqkIF/CuGQBMn96Nb/3N2sA2xCBLX1+X1/ZpvVULe0F5xzi1Zbu7w8/P06+lLzXVW7sPZe8C22d0zV6zATyGN69egDcsn2u1P/Hu7Bs03y+lYgGAb+Xu7++S/laucbt/D4zUBqYKtWehFeTl3dYI+Ls3ueH1IyashPDFF1+Mj33sY8b5XV3p6mT29PRgcHAwMG1gYACLFsWPNrousG3bztjlSP7o7+/mtZvE8PoFEediZLSa2Kk8Xg6dHzFvZGQ8P+fOwp94QnE7HStX4FZcbNu2MzRvYMAXJFHHuH37MDBmZ8UbGZ/Atm07MToy7m1XCOHhYV9MjJery53ylf/B4GgZfZ0lDIyU9bVOEW01GxoawcSY2d1WPrbt23ditC1ZzeEotm7dYe2aO1E7Zl27AKBci51VtzY4MIwdO8wiV/DywIhx3rBkhd22bSd2CndvFxgbn8BExcWYtMzgwDCK48FrLq7NwMAwtpWqrRypXdNyuRI4nkrtXh3N+PkZ0ripj43a7WN+Vwm3f/hItJcK1m0S786dQ+Zzq/qkDw36y6r7Ec8iAGyvDVxUXLdl75jcvNsaAH/3Jje8fpObOXOmxS+UEish3NPTg56ensx3vnz5cjz00EPed9d18cgjj2D9+vWZ74sQQhrJRK3/aps0qtW0W7hGqy605YrrWfJCSZgs95sklng8wjU6kEG6NkO4yYrvY5pEStW4ULMUduDYu0ZnHBg94QIly03GucA63mfY1TYqRlUwPG4eKLntydcC30XW5aJTK5/kAvLtZXuWhKuvKbN21ud7SONWnSTxmU3COR2m47jirw7CBdc9GGxPxNnTVSzLc44CQgjJG5n22MrlMkZHR1Eul+G6LkZHRzE6ah55Pu2003DTTTfhjjvuwNjYGK644gqMjo5al14ihJC8IDrvrcjkmgarTrxyKBMV1+t8h5IwWZedSZA12hPCoqyOL5BksaTKJpH5eFyTotkmwVCXpZU360uts2Cb2D4SbVX3yic54emNKvcqrlOl4gbuB9v9iTEkU1bqrM/3Do3lP6ua3VGYjuOA+X3hGOGIx7QVybIIIWRXItNkWV/72tfwla98xft+4IEHAgAeffRRAMDXv/51XH/99bjhhhsAAIcccgg+/elP46KLLsLmzZuxdOlSfPOb30Rvr33SCUIIyQPCChnVOc1Tt7VdZ05SUJcoVypeR109zsZYhEV92up32VAo/63WERYW39GJsLAsFRzEOQb3dtgJ4ayvZ5Lava/FxCV75bzU6cjesiqaXSw4qLhVISvfXraDH2lFaNHxPTKSoLcIp2pCIqLORzhrdHDC6j36cM8LAwD0ybIIIYTYk6kQPvfcc3Huueca52/YsCFUY/gtb3kL3vKWt2TZDEIIaToVzzXa3DnNU+5om6zRaj97ouJ6AljtoGfVJ180owsvbh9BueKGXJtloVgJTNdvK61FuLfD7qcxe9do+ztk687xyPmea7TGct8oAV9w/L9tLcLyEYtnRz0NpjrCC/o78fy2EZSKBUwkqCf81gN3x1NbdqCsUc9ZX1Md9WSN/uY7D8K/3fUsvnrb09p7OU/vGEIIyTuTI5iNEEJyTmWSuUbbxsHKlCuusUxUVgLip2euxa/OOQJAWAAFBJL0RbUIC0Z1McIW7ZxmLYSrnxet39dq+ThMxyEjLK1bh2OEsHCNBnDlGWu86QUne6unaLXj+PHXaayV3nU2yDnR7hv/7jBce/Zab3m1pnUcnzhhX3zznQfhEyeEr1szHt8oy7daskzXHjFJftdMjrcOIYTki5bWESaEkF0FIWLUJFIyeeqsWlmElRZXXL9jHooRttyvjT7qKAVdk7Wu0dL8wdEy/u2uZ0PbSWsR7m5P5hp9yKL+wPTX7zsbv3n8VattyFgk8kZ3ewkrd5+Gtx64u1XbHAeBGreOmNgACo4f56zWEbZdP5rqArN7OwLLtxWCJYdsmT+9EzO72/CaZF1vtUVYfX3oRLNoYzPimQkhZFeGQpgQQjKgIsVJTgZskmXp+tmea7QaI+wA//LW/bFDE3eZlLBVvZaESZK/qvH0q7c9HWqnzsIad3kcJyww/vkvV+K8ax7ULFuLl1aW/+BRS1IJ4Yv/6xHsNTu61mXBAb78tgNit2UUdI6TfZIvzzXa8dy75XNi64xdNLlGS67XMmktwpFtaLVFOJQsSyOEa5/yu0YM3hy654z6G0gIIVMECmFCCMkA3zU6LDAThH42DZtkWTq8ZFmqazSAdUtmxq6fJEL1lBVza/usfjcly9LRWSposwKncV0/cH5f5PysrIh3PrMVdz6zNXIZ24EWsVQ45jR7zwQ/q7M/+JDGIuwJYXX7hu2IY0tbxqi6zXAMdaNJFiNsXl++F3o7SrjmrLWYN60jiyYSQsiUgEKYEEIywHONjsoanSNjsV0d4TDi8NIKCNtzcMd5R3li2/GEcCBIOHL9+dM78fjmHaHpaSz2ceJdHRSouG4tcVTiXcW3JeF5DsVyJ9iGLX4stz57um5vR+01C1f+8XlM7/S7IZ4INJy38D1X/Wyro3a32rbWxwjbL6t6Iizo76qrXYQQMtVgsixCCMmAyZYsyy5rdPhYhMBpdOmWUsHxSwB5SZR84kTmMXvP0gowWyH8F/vNtVoOCLuvumhc/KatId9YPqkBWaPFAEWx4HhljOLE9rlHL8GNGw7HjO52b1rRu86GZFmGbUXF5cfRqKRvUUTdgvJ9Y1rOixFmD44QQuqCr1FCCMmAqBjhHHpGp45lLtTZCU+zV7GrSgLX6O72otZl1va4P/MXy/C2VdWEVF1t0QdbUI6qv7PNy56cNbYC27SUk2Abtohr4UCyCAdco/UDKrN72gPT4u4pU7PrGXwKWYRTbynBPqWdHrxwemBeMSCEo49LTSpHCCEkGRTChBCSAZPNImzTTq1FtQUZa2XXaNd1Ua64RquhoOA42mO0cQkX63/8+H2x8fyjUYpZRxZwvz7nCPR3t1ntIw22t5fvGq1xJ8740vlXQo4RjnaN1iEGFMLJshDapjy9LiFskZwqa+Rn57xj9jbuX/zZUSrgDUtne9NHy9XY97gBGkIIIdEwRpgQQjKgoomNzCMim7KVEHaAfzh5OZ56bSe+c2e1PJEQfWldo9O4nsqu0e//0X14aNMg3rZqfuQ6hYJeCHfWkVjJuC/pmPo6GyeCAXuh5ifLUtbPOGv045uH/HvDMVmE7bZlChGWY5CD0/1s1WlpRYyw2MXM7jbsO7cnME8+b+K4bvvwkYFlRsardba62mgRJoSQeuBwIiGEZICIjWx07Gy9eDG+lj3+E/ebi4P28LMmi855Mw9TNLXiurj3hQGMTbjYqckIHVgH0FpyOxogHpppHbd2jTbECFenZdfenz/4srRPeOWTAhbhhG02zlfa7UaEI9hiykTdSAoR1nJ5num4RspVIdzRgEEdQgiZStAiTAghKfjHU5Zj4Qw/S6tX6zTnFuG2goMx2HX41WRVgC/002aoTXN2HI3L7HUPbIpcJ4lFuKNUwGhNXJiY1lHC3Gnt2nnNvOTWrtHeH4rrr+NkOoghD0gEY4STu0YLXINvdDNihJsxpiGXAwu5ZltY0kfGq+e8kxZhQgipCw4nEkJICtYvn4v95k3zvguLcM51MI5dOgcA0GaRaddRPgFf6K/YbRq+8Y4DE+8/jdBwJOGwcrdp0QvXKDr6Y9SJh662IlYvmB6aLvObD74OP/ybQ7TzWmkRvvAN++Bf/nL/0HJejLBmepatHR6XLPOO48XKp6kjLBYzRX+r2/Fcput56FQhmnlObd0uzfuQj8VkuRfnvBFu/oQQMpWgRZgQQjJAxAjrRFHIwtVCLn3bgTj7sIWxFlAZU0mXvWb1aJbOHrH7iutqM0Gvmt+H+14cUNaxtwg7QHwa6giaOfihusu+/SB9rLQQUWrbHGQr3IfH/fsoSR1hHfKAh46QSJWyVaelFRbhqHLJNuWTxLPLGGFCCKkPDicSQkgGiNjIqBjhZtQojaOjVMCC/i6rWGY/87A/rR6X17TreNmE4Q84yLxuyczQtKLjoKSpx6OLq6z3sjTTHT6pqAxnjc7YNXo86Bpdrugswsl2aEqWFbYIZ5AsS1m1GcnuPMu3RvHbPJciWVYns0YTQkhd8C1KCCEZUPFihFvcEEuSaAd52YDrZiolnHwl2VJY0YgHneW3UNC7Rj+7dTi8rOPUpYab6RptK9RMbXKQrdVzRHGN1sUI2zKntwM97UV86Ogl2vmm8klxuzrv2L2M89Tz1IzBqqhkZYFnzdCWkbJwjaZFmBBC6mGSdNkIISTfVLxOeeutvjZYJcuqddjljnugLE4T4ikB/5xWajWEVXTi0FRH+KFNg5plUZdrdDOxzxpd+wytn911cxBOllXPc9BRKuDmc9fhDbU4doG4vqYxgDjR/a6DF1i3odWdoqLFQJN4BmgRJoSQ+uBblBBCMkC47JYmixC2ePuLQykYrFSpEl8lX8XPsgtfaMkYhbCmfNLcaR3hNtV5TM3E1nNXiMPQ8WRYR9hxgsmyHOjrCNeLGNAIWYSldqQlfHqaESRc/YiPEda35bN/sRzvXLMHls3tbUDjCCFk6kAhTAghGbB2UT8AoK/LnIMwTxrLziKsWa9O1+h069RihF3X3jXa0U+//C0rQ9O+cOqK5I1qEbYW4YJBPGYdAvvqjjFp2462jnC9tNUGNExbrGdf4TrCqTdlv8+IebN62vzlDAsunNGF84/bu6ku+YQQsitCIUwIIRlw/nF745qz1mJmt77WLGAuC9MKknSh5Q53MFlWk1yja58VF3W7Russwsvn2ZVkagXz+4LttU3MJRYLWTwRFtPXnr02VdtcFxifkK6H41+fLEVayeAa7dXurmNX6rhKMxKflWrm8j1nhGtxn3fs3ti9ds0pcwkhpLFQCBNCSAaUitVszJMFm6RLuqzR8mrNdo2Gq88arU+W5XiWxOC2gsu+YensFC1qPItqIukIJSO2rU4rGFyjdVmj04pW9Uo4kMuIpdqkFv86Glyj65CM6jE0wyLc017CF9+6Py7X1H/uaivirQfuXmsLpTAhhDQS1hEmhJAmkadurZ07adi9Nk192OT71bejAr1rtE7UFw2u0TK3ffjI2GVahalZ1q7RQghrrlKopFKyphlxHF9YZiniRPbvsEUY2un1EKpV3CB0Jb8EjmEQgxBCSLZQCBNCyBTERjzoMg+3wkrlJcty/WRMMjox6ziOtnySjFxTOE9u64B/ntXzbVuWSBhRdYs36grKojvLMmJttY2ZDj3LWzIP4lM0YbJkoCeEkMkKXaMJIaTB5LEyT5JkWbLODJZ3aU5HXbTVdV1MaM6lTggXDTHCcTQr7jkO36IbxPaUO4b1q9vW70vlX99+AP7jPWvsdqi0LUvLqoipnagEpzfC+pwHd2RdtnZCCCHZQ4swIYQ0iTz1a5NZhCVLX6C8S9atMjWk+lFxYe0aXSo4KBnMkpe+aT9t0i0AcHNiGzbWzLU86VHGcFXsm7RfZ1sRvR323YSA50CWFuGaebtcUZVw9vHIebn+QD5EOSGE7MrQIkwIIQ1GxAMeML+vxS3xSdLJlheV8081q5su1xHWuUbrxGF3e9GzJKq8fukcrF8+N8smZo44prSJrTwrumZeKIGWqQ1Osmssewh0looJ1oxGWPbHde4AqM8zQWSenj+9EwAwIyLrOyGEkF0LWoQJIaTBrNtrJv7nI0dqsxi3iiSu0cGs0XWmjU6BlzTada1jhLvbi4lco9ctmYl7XxjAbtM60zYzU0ziLmnWaP22LfdVcBKJTHnJzrbs7nUR6z2u+Eb7rtH22/rGOw7UbuP0g+bjzfvvhmmdre8WmdziCSGEZEvr3/iEEDIFyJMIBizFg5e9VsoaHagj3BzE/ssVFzqPZp1FuKe9aHSN1vE3hy7EqQfslhuLoDBmq0LU3iJcW187z841ugAnkciUt9PVlp1FWCTLUt3ZhZd8ErG+ZkG/drrjIBciGPDv5/w4aRNCyK5JPt76hBBCmoqNeHCUTyAY+9msEEYhxjb8+E/a+Toh3NVmdo3W4ThObkQwYLYK2gph37U6fnlTYqtCoR7X6OwGfkqeRVgRwrXPLGKE85Sh2RPCecyyRwghuxD5MlEQQghpCjYa0c8arU+W1bxcWdF70ll+e9qLVseYVzyLbihG2G796KzRdkHCBace1+giFvZn42ZuSpblesmy6okRrn7mqTNEizAhhDQHWoQJIWQKYmUR1rjX7hibSLSNLIjbjTZrdLFgnWG5EXz/3atRcYH3XnlPqvULhrabpoeWMwhp3TRzsiwnkdVfXrazrYjv/vVqbNkxbr8BA8K6bEj0XdeAjNhknizCpVpbTMdLCCEkGyiECSFkCiLrqS++dX98+OoHQssIS6ysEbbsGGt000LEWfxMSbEaJYSvOWsthkbLkcvsN29aXfvwLbrBY7C1chcjzpmtu3Wh4MTWAy4WHC+BmViyrVit4dzX2Ya+zja7Bkfw3sMWYnh8Am9ftXtgepYiNkc62L9v6RpNCCENhUKYEEKmILJ4EOWdbJYdLVcilmwMcRrFJPqixGA9LOjvash2ZYoGi66t6CtExAir00ybdLz/zBQdQPIRAJBt6SQA6Gkv4YLX72OcX9d4RwNqEdcLXaMJIaQ55CkshhBCSA7Yo1ZTVYggWSScediiprcnVvsF2rcQR+89C0DjLMLNwJQsy1bcR2eNtmuDa7FsMH68+tms8+7F92ZiEW7tvdLT7g8eiPNH12hCCGkstAgTQgjx+Ld3HYRr/7QJL2zfpBVRrSgxo4qUUsEJlNKR537gyCXe35NZCPtZn4PTbStCeUK6tv7qBdNxz/Pbq9Ok5S5av69RSLquG5uoTD7HLw2MAgC2DdcfF2yD7xpd/7Zaeaf8+xlrMKvHz1jOrNGEENIcKIQJIYR47L97H669fxMAX2BkYXGrB1XPthcLKFfkpF369RrlGt0MjHG7tuWTFIvyV952gO/WXpu3ZFY3Tj1gdwyPT2i2UBWaSRKVjZT122kUmWSNrn22csxk2dzewHdx7SaLDL7guL3x2s7m5w4ghJB6oRAmhBASwPE+9VbJZqNahNuKDiAZHU1WS9sMy3nEb7qjTLc7JkdZv71UQHst+3Kp4OBf/nJ/LJ/Xq9mDj+taCGFN/PgXTl1h1cY8IIyurXaNlil5FuEWN8SSd6zZo9VNIISQVFAIE0IICaC61bZaIqj7F3VlTfMFk7mOsBBmqpa31fYm12rBur38BGk6EXj80jlYOKML4xPRydHkwQaxbFdbtsmyGkkeLMIq4vauTBYlTAghkxQKYUIIIQFMmYpbFXMbdo22K4SbJytfUkxZo20twqZkWzp0y1zypv0AAHHezvKlGJuoCreOUnPycAqdOK2j/q5MXCx0M5nMse2EEDKZYNZoQgghAVSxJfrlbS3qoIddo20twsE515y1NstmNRSTiLcXwmI7NvuybVWYksYi3CwhLHjz/vNwzpGL69pGnsZMmDWaEEKaA4UwIYSQAI7hUxWgzSLWNdpx8PHj98G33rEqMF3NsNzI+r/XnLVWK7RPXD4n1fZMYw62YxGJLMIRKjBOeMuu0WO1GOH2Jgnhd6yZDwCY1tmGtx80P9U2ski4lTVesiy6RhNCSEOhECaEEBKgVBTxpUGzYluLgm5VkaK2wwHwtlXzcdCC6ZHrNZIF/V1aof2Zk5bhv/7usMTbK3hiCLj9w0d6tZ1tE4AVEpiEo5ZIkixrrMkW4bMO3xMbzz8aHaVCbDtPWTkPJ6+Ya5yfHxksJctqcTsIIWRXhzHChBBCApSUOqblmsAp1eEa/d13HYT7XhxIt7KmfFJgttF62np5UyoWML2zLfF6suBtLxU8d1nbsQgvxthi2ajTFBdnLbdTuPJ2tMBzIC7G9zMnLYtev/W3ikdxkmWNJoSQyQqFMCGEkAClmpAZrymbcqX+JEgrd+/Dyt37Uq2r6m9by3Recg6laYc4RFUL2SYAE8tZxQinmFdwqsJXNzjSLNdotT1p8LNG5+RmgSSEaRMmhJCGQtdoQgghAURSLGEJnj+9E+9cswcuf8v+LWlPQZFj4Rhhw3o5ETeqO/O7Do6vu2pqu5oAzEQxRYxwb0e47JE5VtkJfMp0lCZP+SRBTm4VALQIE0JIs6BFmBBCSABh5ROW4ILj4Pzj9m5dgxSRolqmTaIxLxZhtRm97fE/vWoJHS+pk+XwtbecpcL79jtXYXpnG0777h8C000W6GLBQbniaoV2qLxVE6h30CNPpbaKDoUwIYQ0A1qECSGEYOmcHu9vYXEdn8hHT1wVOaEYYcv1WoUqsno0ltfQOsr3pC68wopuewZW7TEd8/o6LJeOLs/UClGZdpdCbOapM+SXT8rH80cIIbsqtAgTQgjB99+9xrM6qhbhVqNadm1jUG0zLDebnvZ4IawKXk+wJVR8SZZOEgPulWfKy2BDyvXEHZ6X4wCYNZoQQpoFhTAhhJCaFSpYJqlcqbSwRWZUwWZ0382RuJHptnCNVkW8X+/Wbh8i0VKSU5BEZAurpdyer7ztANz7wnb7HWZIvUI2T7dKUcnaTgghpDFQCBNCCAlQ2kVco/MkbmTsLMLB75WEFmGxfFxZobR4FmFp+4ctnoHDFs9oyP7iSO8anWyAoRkUaREmhJCmkKewGEIIITlAuGaOT+TDIqyKHNU12iSC8moRPnB+fBmpgpIwyYsRtlRsnohq0CkQYi0vp7jeZuTJNVrctzmJTCCEkF0WCmFCCCEBRLKsvMQIqxKlYxJbhP/lrfsnjBGuXgNhubROyOxZhBuDaEdeLKl1u0Zn1I4s8DKG0zWaEEIaCoUwIYSQAF6yrLy6RqtJnSJK/OQNB3aiTdH6iZM6pYkRToKTs2RZ9ZKnW6VUoEWYEEKaAYUwIYSQAH6yrHz0xGNdoy3XywO2gksV/+JS2FqE3QbHCOdxkCEN3nnK0c3CGGFCCGkOTJZFCCEkQP5ihNVkWY4yX79eHmOEbQVXm3KMflKnhOWTEp6Cq957iJWfsLWL9iQhT4ezqwwyEEJI3qEQJoSQKcrbVu2OaR3hnwERIzyeE4twqI6wZYxwUtHYDGw1jirik9YRTnvlFs/qtlpuV4lj9ZKQ5eheKTgOFvZ34szDF7W6KYQQsktDIUwIIVOUjx+/r3a6HyOcE4uw8j1UR9gghW0zLDcTG1fltqITshxXhEXYMqBJWJAblixrF3Hf9c5Tzm6Vq886tNVNIISQXR7GCBNCCAlQylvW6Jg6wia1l0MdbCW42jRqN6nlctX86SgVHLxn7cIErbNHLe802cmTRZgQQkhzoEWYEEJIgLm97QCAwxfPaHFLqqgSxTZZ1l6zerBsbi8efWWoIe1Kg43gUuODgeSu0f3dbbjjvKMStS0JnhBu2B6aC2UwIYRMPWgRJoQQEmBObwdu/LvD8HevW9zqpgDQlE9SY4QNKqajVMAP3r26Uc1KhY3gKknHJwSw5xqdE8WWk2ZkBg3ChBAy9aBFmBBCSIjZvR2tboJHfPkks4rJU1kcwE5wlQr+EQmLqxDEeckoLI5jsrtG5zFZFiGEkOZAizAhhJBco2qUDkuLcB5pU+Obtcs4oWNyIZI65eNg/XZMciVcIyenlRBCSBOhRZgQQkiuCblGqxbhSSRidPG/oWU0ybJE3rK81O+dDDK4vejgqL1nRS4jLNp5GWAghBDSPCiECSGE5JpwsixHmT95RIyNRbgUoXbzItgmQxnh2z8SnyxMWNpz4nFOCCGkidA1mhBCSK6JK5+UE21ohZVFWCOWJ2om4VJuFBuzRhNCCJncUAgTQgjJNar2U8XgZBIxoRrINd53xCK86+A9AOjFrsganZdkWb5FeNeQwnmxtBNCCGkeFMKEEEJyjSpR8iIG06CL/wWqQkzEQuusxiJGOC8W4V1FN/r1mVvbDkIIIc2HQpgQQkiuUa11avKsyWTNaytFxP+KZQxiGciTEM5HO7JiVzseQggh8VAIE0IIqYuOUmN/SnYl12iTyH188w7Pyiony1I9j/NiDfeyRu8antGT6h4ihBCSDcwaTQghJDX/veFwY9xrVsRbhBu6+0wxZYQen6hAyDE5WZarpKPKixD2YoQB3PD+wxp+DzQK3zU6H+eVEEJI85icv1yEEEJywayedkzrbO6YqioGJ5OEMQmuT56wryfo2wqO0VU3b67Rruti7rQO9He3tbhF9UEdTAghUw8KYUIIIZOGm/7XEeHERruAipnT2+EJ+qg6wq2wCL//iD3xnrULA9PyeMYLDrBoRleqdfN4PIQQQhoLhTAhhJBJQ8EJu0rvKiLGixGOELvFFoj+971uT/zFfnMD0xzJNTov3PXRo/EPpyxPtI5wPadrNCGETD0ohAkhhEwadIJlV9EwnkW4UMB+83oBAKv2mB5YJspa3FCU3eY1y3LSVokY4ZweDiGEkAaSaWDX97//fVx//fV47LHHMHfuXNx0002Ry1999dX45Cc/ia4u35XpuOOOw+WXX55lswghhOwiaIVwC9rREGrHVnCAgxf24783HI5ZPe2BRVphEQbC59hLlpUnk3AdUAgTQsjUI1MhPHfuXJx99tl48skncfXVV1uts3DhwljBTAghhADhUkpAfq2TSRFHIcS+KoKB1iXLUk+xU2utmtW61TgJh0VE6+kaTQghU49MhfBJJ50EANYimBBCCEnCrixYPCEcFSPcKiGsCEwnrxbhlKdn172rCCGEmGh5HeGXXnoJ69atQ6lUwpo1a/DRj34UCxcujF3PcYD+/u4mtJBkTbFY4LWbxPD6TW4m+/WbMaM7UGcXsP8tyMNxm9rQ39+Nrq5qCaLuzjbjcrNm9KCvq/mlivrGK4Hv7W1FAPm7n/qGy97fSdrV39+N/r7ORjTJI2/nitjDaze54fUjJqyE8Mc//nFcc801xvkbNmzAeeedl3jna9euxfXXX48999wTW7ZswWWXXYYzzzwT1113Hbq7o29Y1wW2bduZeJ+k9fT3d/PaTWJ4/SY3k/36DQ0Mw3EcXHPWWvzldzYCsP8taOVx7zG9E6/tHDO2Ydu2nRgdqYq4sbGycbmhwRFURscb1k4Tg4Mjge/lclUYlycqubqfhob8diZp1+DAMDorlfgF62CyP3tTGV67yQ2v3+RmzpxpDdu2lRC++OKL8bGPfcw4X052lQTZ8jtnzhx87nOfwyGHHIL77rsPRxxxRKptEkII2XUR8cAL+tP97rSKq89aG+9G7AQ+tLTONTqI14ycuUYnjhGuXZRdJc6cEEKIPVZCuKenBz09PY1uCxzHgeM43g8TIYQQAgB/c+hCrFZKCU0mCo4TG4gqZkeJstYly5okQjFhM/1kWZm3hBBCSM7JNEa4XC5jYmIC5XIZrutidHQUANDR0aFd/uabb8by5csxb948bN++HZdffjlmzJiBVatWZdksQgghk5wPHrWk1U1oOEJrRomyvAg2kbQsb1mj05KT00oIIaSJZCqEv/a1r+ErX/mK9/3AAw8EADz66KMAgK9//eu4/vrrccMNNwAA7rrrLlx00UUYGhpCb28v1qxZgyuuuKIp1mdCCCEkj0SJ3VZZZuW97jevFyevmIffPP5q7rJGpz07k8biTQghJDMyFcLnnnsuzj33XOP8DRs2YMOGDd73Cy+8EBdeeGGWTSCEEEJyzw//5mCMlCt475X3eNMqQlTmUJSJJk3vLOH7716DB14aAJC7EOHEp04I+bxY2gkhhDSPlpdPIoQQQqYae8/WeD7VRNlk0GR5reecNFlWvesRQgiZvBTiFyGEEEJIo6nUzJN5tE4K3StciPPYRiD5IEKOjfCEEEIaDIUwIYQQkgN8UZY/VSYspmpm69xVeUishMXgQ/7OOSGEkMZCIUwIIYTkAHcSWIQFRS9rdL5IaxHO4zknhBDSWCiECSGEkBxQ8RI35U+V+Zbg4GfeDMKEEEKILRTChBBCSA6oTCJRmVuLcMpBhDwOPhBCCGksFMKEEEJIDnAj4lVPPWA37D1Hk2m6SagC0/uaM5OwaFbRUteyfBIhhExdWD6JEEIIyQFR8aoXrV+K/v5ubNu2s6ltEqhJsoqFvFqEq5/FpMqWFmFCCJly0CJMCCGE5ABRPimXWaOd6O95o1Sw694wWRYhhExdKIQJIYRMSr71jlX40NFLWt2MzMizm65om2hawSuf1Jr2mBACvWTpG/2BdYur6zWoPYQQQvILXaMJIYRMSg5aMB0HLZje6mZkRiVvqlLCr3Fc+1Sm5wVR77hkOZpw5uGLcObhixrZJEIIITmFFmFCCCGkhRy110wAskU4f/ZJkchLbZmbU/FuK4QJIYRMXWgRJoQQQlrEHR85EgUl8RQ1XHrc2llMnCyLEELIlINCmBBCCGkRpaLvmJXnZFkqTk7rCJcnqi2iRZgQQkgcdI0mhBBCckCuk2XVPoUAzmkZYUy4tAgTQgixg0KYEEIIyQEVQxxunvDrCbe0GUZ8izC7N4QQQqLhLwUhhBCSA7wSRTlUmarlVyT06m4vtqA1ZkS7+rvbWtwSQggheYcxwoQQQkgOEIme8uzVKzT6rJ52fPiYvXDcvrNa2yCFvWd347xj98JJ+81tdVMIIYTkHAphQgghJAdUcmwRbi9VHcgWzejypr37kAWtao4Rx3HwroPz1y5CCCH5g0KYEEIIyQGiJm8eLcKze9rxL2/dHwfu3tfqphBCCCGZQCFMCCGE5ADPIpzTdFnrlsxsdRMIIYSQzGCyLEIIISQH+HWEW9wQQgghZApAIUwIIYTkiAKVMCGEENJwKIQJIYSQHCBco/MYI0wIIYTsalAIE0IIITnA9VyjqYQJIYSQRkMhTAghhOQAP1kWIYQQQhoNhTAhhBCSAyo5Lp9ECCGE7GpQCBNCCCF5gq7RhBBCSMOhECaEEEJygCuSZbW2GYQQQsiUgL+3hBBCSA5oK1YtwaUiLcKEEEJIoym1ugGEEEIIAT72hn0wf3oXjlg8s9VNIYQQQnZ5KIQJIYSQHDCjux3nHr2k1c0ghBBCpgR0jSaEEEIIIYQQMqWgECaEEEIIIYQQMqWgazQhhJBdmrceuDsrEhFCCCEkAIUwIYSQXZpPnLBvq5tACCGEkJxB12hCCCGEEEIIIVMKCmFCCCGEEEIIIVMKCmFCCCGEEEIIIVMKCmFCCCGEEEIIIVMKCmFCCCGEEEIIIVMKCmFCCCGEEEIIIVMKCmFCCCGEEEIIIVMKCmFCCCGEEEIIIVMKCmFCCCGEEEIIIVMKCmFCCCGEEEIIIVMKCmFCCCGEEEIIIVMKCmFCCCGEEEIIIVMKCmFCCCGEEEIIIVMKCmFCCCGEEEIIIVMKCmFCCCGEEEIIIVMKCmFCCCGEEEIIIVMKCmFCCCGEEEIIIVMKCmFCCCGEEEIIIVMKCmFCCCGEEEIIIVMKCmFCCCGEEEIIIVMKCmFCCCGEEEIIIVMKCmFCCCGEEEIIIVMKCmFCCCGEEEIIIVMKCmFCCCGEEEIIIVMKCmFCCCGEEEIIIVMKCmFCCCGEEEIIIVMKCmFCCCGEEEIIIVMKCmFCCCGEEEIIIVMKx3Vdt9WNIIQQQgghhBBCmgUtwoQQQgghhBBCphQUwoQQQgghhBBCphQUwoQQQgghhBBCphQUwoQQQgghhBBCphQUwoQQQgghhBBCphQUwoQQQgghhBBCphQUwoQQQgghhBBCphQUwoQQQgghhBBCphSTSghPTEzg0ksvxeGHH47Vq1fj3HPPxWuvvdbqZhEAn//853HKKadgzZo1OPLII3HRRRdh27Zt3vyrr74ay5cvx+rVq71/H/3oRwPbuP/++/H2t78dq1atwvHHH4/rrruuyUcxdfn4xz+OlStXBq7PlVdeGVjm2muvxfHHH49Vq1bhtNNOwwMPPBCYz+vXGk455ZTAdTvwwAOxbNkyPPjgg3zucsgNN9yAd73rXVizZg1WrFgRml/vc7ZlyxZ88IMfxOrVq3H44Yfj85//PCqVSkOPaSoRdf2uvfZavPOd78TatWtx2GGH4eyzz8ajjz7qzX/++eexbNkyHHTQQd7zePTRRwe2wevXOKKuXRbvSl67xhJ1/f7+7/8+cO1Wr16NZcuW4d/+7d8A8NlrNXEaAWjhb587ifjqV7/qrl+/3n322WfdgYEB94Mf/KB71llntbpZxHXdyy67zH3wwQfdsbExd8uWLe5ZZ53lbtiwwZv/05/+1D3++OON6w8MDLiHHXaY+41vfMMdHR11b7vtNveggw5y77777mY0f8pz4YUXup/85CeN8zdu3OiuWrXKvfXWW93R0VH3m9/8pnvEEUe4g4ODruvy+uWJyy+/3D355JNd1+Vzl0duueUW9/rrr3evuuoqd7/99gvMy+I5e+973+uec8457sDAgPvss8+669evd7/xjW809Rh3ZaKu37//+7+7t912m7tjxw53dHTUvfzyy91169a5w8PDruu67nPPPecuXbrUfemll4zb5/VrHFHXLot3Ja9dY4m6fiq33Xabu2LFCnfTpk2u6/LZazVxGqGVv32TSggfe+yx7o9//GPv+zPPPOMuXbrUfe6551rYKqLjt7/9rbtmzRrve9yPzE9+8hP3mGOOcSuVijftggsucD/+8Y83tJ2kSpwQ/tjHPuZecMEF3vdKpeIec8wx7tVXX+26Lq9fXhgfH3fXrVvnfu9733Ndl89dnrnzzjtDnbl6n7Nnn33WXbp0qfvMM89483/84x+7xx13XCMPZUqiu34qO3bscJcuXeo++OCDruvGd8Z5/ZqD7trV+67ktWseNs/eueee655zzjnedz57+ULVCK387Zs0rtGDg4N48cUXsf/++3vTFi1ahN7e3oDrEckHd9xxB5YtWxaY9tJLL2HdunU45phjcN555+G5557z5j3yyCNYsWIFHMfxpq1cuRKPPPJI09o81fnlL3+JQw89FCeeeCIuvfRS7Nixw5v3yCOPYOXKld53x3Gw3377edeH1y8f/OpXv8Lg4CDe8pa3eNP43E0e6n3OHn30UUybNg2LFi0KzH/hhRcwNDTUpKMggjvuuANdXV2B6wEAp512Gg4//HCcccYZuOuuu7zpvH6tpZ53Ja9dfti8eTN+85vf4J3vfGdoHp+9fKBqhFb+9k0aISwOpLe3NzC9r6+PN2nO+MUvfoEf//jH+NSnPuVNW7t2La6//nrceuut+MlPfoKOjg6ceeaZ2LlzJwBgx44dmDZtWmA706ZN47VtEu9+97tx44034s4778RXvvIVbNy4ERdffLE3X3d95GeP1y8f/OhHP8LJJ5+Mvr4+AHzuJhv1PmdDQ0Pa+WIeaR5PPfUULrroIlx44YVev2XGjBn40Y9+hF//+tf4zW9+g/Xr1+N973uf15nj9Wsd9b4ree3yw09+8hPstttuWLdunTeNz15+0GmEVv72TRoh3NPTAyB8QAMDAyFxTFrHjTfeiIsvvhhf+9rXAqM7CxcuxJIlS1AoFDBnzhx87nOfwyuvvIL77rsPQPX6Dg4OBrY1ODjIa9sk9t9/f8yePRuFQgH77rsvPvGJT+AXv/gFxsbGAOivj/zs8fq1nmeffRZ33HFHYBScz93kot7nrLe3VztfrEuawxNPPIH3vOc9OPPMM/FXf/VX3vSenh4cdNBBaG9vR3d3N8444wwcfPDB+O///m8AvH6tpN53Ja9dPqhUKrjqqqtw+umnB6yHfPbygUkjtPK3b9II4b6+PsyfPx8PPvigN+25557D0NBQyAWXtIaf/vSn+PSnP42vfe1rOPzwwyOXdRwHjuPAdV0AwPLly/Hwww8HlnnooYewfPnyhrWXmCkUqq8G+fo89NBD3nzXdfHII49414fXr/X88Ic/xPLly7Fq1SrjMnzu8k29z9myZcswODgYcOl86KGHsMcee4RGy0ljePDBB3HGGWfg/e9/P973vvfFLl8oFLznkdcvPyR9V/La5YNbb70Vr7zyCt7+9rfHLstnr7lEaYRW/vZNGiEMAKeffjq+9a1veQL485//PI488kgsWLCg1U2b8nz/+9/HP/3TP+Hb3/42Dj744ND8m2++GZs2bYLruti2bRs++9nPYsaMGV6n/YQTTsDw8DC+/e1vY2xsDHfccQduuukmnH766c0+lCnJDTfcgIGBAQDA008/jUsvvRSvf/3r0dHRAaAaV3PTTTfhjjvuwNjYGK644gqMjo7ihBNOAMDr12rGxsZwzTXXhGKi+Nzlj4mJCYyOjmJ8fBwAMDo6itHRUbiuW/dztnDhQrzuda/D5z//eQwNDeG5557Dt771LW2sHElH1PX74x//iPe+9734yEc+gjPOOCO07r333ovHHnsM5XIZo6Oj+NGPfoTf//733vXl9WssUdeu3nclr13jibp+gh/+8IdYv349Zs6cGViXz15ridMIrfztc1z5Dso5ExMT+MIXvoCrr74aY2NjWLduHT772c+GbnjSfJYtW4ZSqYT29vbA9HvuuQcAcOmll+L666/H0NAQent7sWbNGpx33nlYsmSJt+yf/vQnfPazn8Vjjz2GOXPm4EMf+hBOPfXUph7HVOWMM87Ao48+irGxMcycORMnnHACzj333ICL7LXXXosvf/nL2Lx5M5YuXYrPfOYzgeR1vH6t44YbbsBFF12E2267LeAGxOcuf1x99dX4xCc+EZr+61//GgsWLKj7OduyZQs+/elP4/bbb0d7ezve9ra34YILLvC8PEh9RF2/T3ziE9i4cSO6uroC8771rW/hkEMOwc9//nN88YtfxObNm9HR0YG9994b55xzTiCWkdevcURduyuvvLLudyWvXWOJe3e+/PLLOO644/Dd734Xhx56aGAZPnutJU4jAPX3MdNev0klhAkhhBBCCCGEkHrhMAchhBBCCCGEkCkFhTAhhBBCCCGEkCkFhTAhhBBCCCGEkCkFhTAhhBBCCCGEkCkFhTAhhBBCCCGEkCkFhTAhhBBCCCGEkCkFhTAhhBBCCCGEkCkFhTAhhBBCCCGEkCnF/wd8//Qi9Cr5mwAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "rs = np.random.RandomState(0xA4FD94BC)\n", "tau = 2000\n", "t = np.arange(tau)\n", "period = int(0.05 * tau)\n", "seasonal = period + ((period % 2) == 0) # Ensure odd\n", "e = .25*rs.standard_normal(tau)\n", "y = np.cos(t / tau * 2 * np.pi) + 0.25 * np.sin(t / period * 2 * np.pi) + e\n", "plt.plot(y)\n", "plt.title('Simulated Data')\n", "xlim = plt.gca().set_xlim(0, tau)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First, the base line model is estimated with all jumps equal to 1. " ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2021-02-02T07:03:14.575779Z", "iopub.status.busy": "2021-02-02T07:03:14.574311Z", "iopub.status.idle": "2021-02-02T07:03:31.032596Z", "shell.execute_reply": "2021-02-02T07:03:31.033684Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1.63 s ± 28.1 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mod = STL(y, period=period, seasonal=seasonal)\n", "%timeit mod.fit()\n", "res = mod.fit()\n", "fig = res.plot(observed=False, resid=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The jumps are all set to 15% of their window length. Limited linear interpolation makes little difference to the fit of the model." ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2021-02-02T07:03:31.038770Z", "iopub.status.busy": "2021-02-02T07:03:31.037284Z", "iopub.status.idle": "2021-02-02T07:03:41.909970Z", "shell.execute_reply": "2021-02-02T07:03:41.911031Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "110 ms ± 2.85 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "low_pass_jump = seasonal_jump = int(0.15 * (period + 1))\n", "trend_jump = int(0.15 * 1.5 * (period + 1))\n", "mod = STL(y, period=period, seasonal=seasonal, seasonal_jump=seasonal_jump, \n", " trend_jump=trend_jump, low_pass_jump=low_pass_jump)\n", "%timeit mod.fit()\n", "res = mod.fit()\n", "fig = res.plot(observed=False, resid=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Forecasting with STL\n", "\n", "``STLForecast`` simplifies the process of using STL to remove seasonalities and then using a standard time-series model to forecast the trend and cyclical components. \n", "\n", "Here we use STL to handle the seasonality and then an ARIMA(1,1,0) to model the deseasonalized data. The seasonal component is forecast from the find full cycle where \n", "\n", "$$E[S_{T+h}|\\mathcal{F}_T]=\\hat{S}_{T-k}$$\n", "\n", "where $k= m - h + m \\lfloor \\frac{h-1}{m} \\rfloor$. The forecast automatically adds the seasonal component forecast to the ARIMA forecast." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2021-02-02T07:03:41.915871Z", "iopub.status.busy": "2021-02-02T07:03:41.914418Z", "iopub.status.idle": "2021-02-02T07:03:43.666958Z", "shell.execute_reply": "2021-02-02T07:03:43.668048Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from statsmodels.tsa.forecasting.stl import STLForecast\n", "from statsmodels.tsa.arima.model import ARIMA\n", "\n", "elec_equip.index.freq = elec_equip.index.inferred_freq\n", "stlf = STLForecast(elec_equip, ARIMA, model_kwargs=dict(order=(1,1,0), trend=\"t\"))\n", "stlf_res = stlf.fit()\n", "\n", "forecast = stlf_res.forecast(24)\n", "plt.plot(elec_equip)\n", "plt.plot(forecast)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "``summary`` contains information about both the time-series model and the STL decomposition." ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "execution": { "iopub.execute_input": "2021-02-02T07:03:43.672845Z", "iopub.status.busy": "2021-02-02T07:03:43.671414Z", "iopub.status.idle": "2021-02-02T07:03:43.729014Z", "shell.execute_reply": "2021-02-02T07:03:43.730035Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " STL Decomposition and SARIMAX Results \n", "==============================================================================\n", "Dep. Variable: y No. Observations: 257\n", "Model: ARIMA(1, 1, 0) Log Likelihood -522.434\n", "Date: Tue, 02 Feb 2021 AIC 1050.868\n", "Time: 07:03:43 BIC 1061.504\n", "Sample: 01-01-1995 HQIC 1055.146\n", " - 05-01-2016 \n", "Covariance Type: opg \n", "==============================================================================\n", " coef std err z P>|z| [0.025 0.975]\n", "------------------------------------------------------------------------------\n", "x1 0.1171 0.118 0.995 0.320 -0.113 0.348\n", "ar.L1 -0.0435 0.049 -0.880 0.379 -0.140 0.053\n", "sigma2 3.4682 0.188 18.406 0.000 3.099 3.837\n", "===================================================================================\n", "Ljung-Box (L1) (Q): 0.01 Jarque-Bera (JB): 223.01\n", "Prob(Q): 0.92 Prob(JB): 0.00\n", "Heteroskedasticity (H): 0.33 Skew: -0.26\n", "Prob(H) (two-sided): 0.00 Kurtosis: 7.54\n", " STL Configuration \n", "=================================================================================\n", "Period: 12 Trend Length: 23\n", "Seasonal: 7 Trend deg: 1\n", "Seasonal deg: 1 Trend jump: 1\n", "Seasonal jump: 1 Low pass: 13\n", "Robust: False Low pass deg: 1\n", "---------------------------------------------------------------------------------\n", "\n", "Warnings:\n", "[1] Covariance matrix calculated using the outer product of gradients (complex-step).\n" ] } ], "source": [ "print(stlf_res.summary())" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.7.9" } }, "nbformat": 4, "nbformat_minor": 2 }