{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Styles and formatting" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Any ``Element`` object in **fivecentplots** (legend, axis, label, etc.) has certain properties like edge color, fill color, font size that can be styled. Each of the properties can be set by passing the appropriate keyword to the function call to make the plot or by setting a new default value in a custom theme file. Examples of style changes are described below.\n", "\n", "For more details, review the API section for the ``Element`` of interest" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Import packages:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The autoreload extension is already loaded. To reload it, use:\n", " %reload_ext autoreload\n" ] } ], "source": [ "%load_ext autoreload\n", "%autoreload 2\n", "import fivecentplots as fcp\n", "import pandas as pd\n", "from pathlib import Path" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Read some dummy data for examples:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "df = pd.read_csv(Path(fcp.__file__).parent / 'test_data/fake_data.csv')\n", "df_box = pd.read_csv(Path(fcp.__file__).parent / 'test_data/fake_data_box.csv')\n", "df_hist = pd.read_csv(Path(fcp.__file__).parent / 'test_data/fake_data_box.csv')" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "Optionally set the design theme (skipping here and using default):" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "#fcp.set_theme('gray')\n", "#fcp.set_theme('white')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Colors" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Fill colors" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Many elements in a plot have a fill color (such as axes, figure background, markers, etc.). These fill colors are accessible using the standard keyword nomenclature for elements:\n", "\n", "``___``\n", "\n", "where element attribute name in this case is ``_fill_color``. All colors are specified using 6-digit hex codes." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " fig_fill_color='#00FF00', legend_fill_color='#FF0000', ax_fill_color='#FFFFFF',\n", " label_x_fill_color='#0000FF', label_y_fill_color='#FF00FF',\n", " tick_labels_major_fill_color='#AAFB05')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Edge colors" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Typical elements" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Many elements in a plot also support an edge color (i.e., the border around an object). These edge colors are accessible using the standard keyword nomenclature of the element name followed by `_edge_color`. Additionally, the width of the edge or border can be specified via keyword using the name of the element followed by `_edge_width`." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " fig_edge_color='#00FF00', legend_edge_color='#FF0000', ax_edge_color='#FFFFFF',\n", " label_x_edge_color='#0000FF', label_y_edge_color='#FF00FF',\n", " tick_labels_major_edge_color='#AAFB05', tick_labels_major_edge_width=5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Axes edges" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "When dealing with the axes area, the borders (also known as \"spines\") can be enabled/disabled on an individual basis. Individual edges can be turned on or off individually using the keyword `spine_` or `spines` to simultaneously toggle all of them at once:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " ax_edge_color='#FF0000', ax_edge_left=False, ax_edge_right=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Alpha" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Elements also support alpha for transparency. By default, ``alpha=1`` for most elements, but this can be changed using the standard keyword nomenclature of the element name followed by an underscore and the keyword ``_fill_alpha`` or ``_edge_alpha``. The alpha value is a float ranging from 0 (full opacity) to 1 (no opacity). \n", "\n", ".. note:: Internally, the alpha level is converted into hex and appended to the fill or edge color value to make an 8-character hex color code. \n", "\n", "Consider the fill example above, with alpha applied to the fill colors:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " fig_fill_color='#00FF00', fig_fill_alpha=0.5,\n", " legend_fill_color='#FF0000', legend_fill_alpha=0.52,\n", " ax_fill_color='#FFFFFF', ax_fill_alpha=0.7,\n", " label_x_fill_color='#0000FF', label_x_fill_alpha=0.2,\n", " label_y_fill_color='#FF00FF', label_y_fill_alpha=0.2,\n", " tick_labels_major_fill_color='#AAFB05', tick_labels_major_fill_alpha=0.45)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "When adding alpha to plot markers, the legend markers will retain full opacity by default:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " marker_edge_alpha=0.3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "However, alpha can be applied within the legend if kwarg ``legend_marker_alpha`` is defined:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " marker_edge_alpha=0.3, legend_marker_alpha=0.3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Line colors" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Built-in color list" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "All connecting lines drawn through markers in a plot can be colored. **fivecentplots** comes with a built-in list of line (and marker) colors (this is just an expanded set of colors from the terrific default palette in the **seaborn** plotting library). This color pattern repeats indefinitely in case the number of plotted lines exceeds the length of the built-in list.\n", "\n", ".. image:: _static/images/colors.png" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Custom color list" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The built-in list of colors can be overridden by passing a list of hex-based color codes to the `colors` keyword. Like the built-in list, the custom list will also cycle back to the start if there are more lines than colors." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " colors=['#FF0000', '#FF7777', '#FFAAAA'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Custom colors from default" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also select certain colors from the default color list *by index* rather than specifying the full hex color code:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " colors=[0, 0, 3, 3, 6, 6])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Colormap" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The color list can be replaced by a discretized colormap using the keyword ``cmap``:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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fZPjw4R7H31jDhg0jLi7OpWz48OH06tWLNWvW8PLLL3vUfruars3IyGD8+PGUlJScte6sWbP4y1/+wowZM9i4cSO33347y5Yt45577mmGSIUQQrQJuoaZH057ubLLE2AIbMaAPKNpGg/eWpPgmXyN3HzHeF75zwJe+c8Cbr5jPCZfI19t3s2Dtz6LpjVP8rp37142bdrElClTXMofeughDh06xOeff87QoUPdbm/69Ok4HA527NhBdHR0vXU6d+7MuHHjePrppz0JvV5jx47lzjvvZPny5XTv3h0/Pz8uuOACdu7c6db9cXFxREZGkp6e7nEs7WIkT9M03njjDR555BF0XT9r/YKCAv72t7+xfPlyHn30UQAuvfRSoCa7X7ZsGVFRUU0asxBCCC/SqgjMeAxt/08AhP7mksPUg/Luz6Ib6/8D/0wURxm6DooCNp9uGO0ZzmuVnWdjC7rQw8Cb1/YvfubrLbvx9TPx+keLGTqyr/PamEuHcu3US7jtqoV8vWU3323bwwXjzmnymN58801iYmIYNWqUS/lTTz3FwIENnzpev349gwcPPmu9yZMnc++991JeXk5goHcT9ffee4/+/fuzevVqNE3jkUce4frrryctLQ2DwXDGewsKCsjPz6dXr14ex9EuRvJ+/vlnZs6cyfTp01m//vTD6rVKS0uZOXMm11xzjUt5QkICACkpKU0SpxBCiKZhLP8en8qf6r1msKZjsBxxvzFdR7HlY6j8CWP5txSlR2CvVl0SPIdvPHbzuZ6G3ezefWUzADf+4TKXBK/W0JF9mTzjMgDeeeXTZonp888/JzExsU4yN2jQoEY9G+hOggeQmJiIzWbj66+/bnAfZ2Oz2fj000+ZOHEikyZNYuHChWRmZvLjjz+61HM4HNjtdux2O+Xl5ezatYubb74ZVVW5++67PY6jXYzkde/encOHD9O1a1e2bdt21vrx8fGsWbOmTvkHH3yA0Wikb9+6/+ILIYRovfzyT/8AvS1wDPaAka6FuoZiz8NgzUS1ZtW8bJkYrNmo1iwUvdpZ1RhtwMfPderSYEkl8OgDlPZ536ufo6nt+zkVgPETR522zhXXjuKfL3/Evp9SmyWmlJQUzj///Gbp67dqn4VLTfX+5xw4cCDBwcHO9127dgWgoqLCpV7v3r3rjevNN990O1k9k3aR5IWHhxMeHu5RG++//z6vv/46f/rTnwgLC/NSZEIIIZqD4iit+UH1A+1kgmb37Y0l5PeYiv6DasvC4EzojqHoVgB0VDRjZzRTLHb/wWghV+IwdUEzdUWxlxJ09E/O9mzm4Rgrd9V0ZW97x5npJ56zO9OUYe01dx5/8oaSkhICAgKapa/fqu3Tnef4G8p8ygbZqlozcXrqc44bN250rq41Go1ERkbSpUsXr8XRLpI8T23YsIEpU6YwZswYVqxY4fZ94eHhLpn6qTRNO+N/JLVfuqcJqmhZ8j22D/I9tm16/Cz0rHVQecil3MdymMCseaD4gG9X8O8GQWNQ/LqDf3fw647iG4tBNdZtszoT/X/TXcpqEzwAoiY06t8Xo7FuX82lz8AeZGfk8/lHyQwfnVBvna0f1iwQ6DOge7PEFBkZ6daedd5WVFTk7L+lDB48uM7qWm/q8Enec889xyOPPMLYsWP54IMP8PPza+mQhBBCNFT4OMj4e91ygxkGvoISOABFadgfefqxt894Xel8c4Paaw1u+sPlfPnJ/3jr759wzc0X03egayJ3cG86b594Fu+m2y9vlph69OhBRkbG2St6WWZmprP/9qrDJnm6rjNr1ixWr17NLbfcwrp167y+P15VVRWVlaffDb32b4CFhYVe7Vc0L/ke2wf5HtswzUpgxiP4VKc5i2wBIzBW/ACOSkorDGi20gY3a/C9CJ+KT/APyHHtzicKW+AoqmzdoBH/vpz6XFZzuvjK4QwfncCu7w4w5fI/M/WPV3L5iefztvxnB/9c+zGV5dWcO7o/F1/RPPvHjR8/njVr1qDreoMXWuzbtw+LxcKwYcMa3O8333yD2Wzmwgvb1grphuiwSd78+fNZvXo1s2fPZuXKlY1awVNYWIjFYmmC6IQQQrhF1zAfW4pP5Y8nyxRTTYJ3gmaKaVTTDr8+/Lp5DPycTNd//APfAF8Pg215BoOBl96Zy703Pc3uHQdZu3IDa1ducKkzbFQ/Xnp3zlm3+vCW66+/niVLlrBz507OO++8Bt177733kpaWRlpaWoP7/fjjj5kwYcJpN0xuDzpEkldaWsq+ffvo1asXUVFR/PjjjyxfvpzExEQmT57M999/71J/wIABZ3zWTgghROvgU/49ptLPXQtPLKgAqI68DU9oOccpd5jbRYJXKywiiPWfPMnWTTt599UtHDxxrFm/wXHcdPvlXDphJD4+zZPgAQwZMoQJEyawdu3a0yZ5p9s5Y/PmzWc8seJ0yV96ejqbN28mOTm5oeGetY/6Yh07dqzLM/ozZsxo8Hm3jdEhkrxdu3ZxySWX8NprrzFjxgw2bNiAruskJyczevToOvW/+OKLRh2ELIQQonlpvl3RDGGojqK61wzhWEN+51H7htICrP7uH6nVVvj4GLji2tFccW3dPwNbwtKlSxkzZgyLFi2ie3f3F3ysWLGCSy65pMH9rVy5ksmTJzdqmrctaXdJ3qnZcn1lS5YsYcmSJc0dmhBCCC/TTN1O7FWn4VO2ncCsx2H4pxRXGgEVlMbv+a9rGv72MvSIPl6LV9Rv8ODBzJ8/nzlz5vD222de8PJbEydOpH///g3q68CBA2zcuJHdu3efvXIb1+6SPCGEEB2MogIqBvtxUH1R/GKgqtjjZh35eRgUDWOs9/YtE6c3Z86cBt/TmA2DExIS3D4X1p0DFlqzdnGsmRBCCKFas8G3K4oHo3e/VXEoDQBz7zivtCdEc5ORPCGEEO2Cas2q2eDYS8oOpqBqCmEDenqtTSGak4zkCSGEaBdUWxb4dfNae5ajGZRYTIT3iPBam0I0J0nyhBBCtH26A9V6HMWLSZ6el0M5AZj8W+4YMiE8IUmeEEKINk+15aJg9+pInrGiEJs5zGvtCdHcJMkTQgjR5qm27JofvJTk6VYrfo5KiOzklfaEaAmS5AkhhGjzVGsmOgbwjfVKe/ac4ygKmLp1dZb57N+IIeULr7QvRHOQJE8IIUSbp1qz0YzRKKp3np8rO5gCQGCfeAAMqV/iu2Uevh8+gJp3wCt9CFfPPvss06ZNq/faww8/3KiTqG644YY6x4cdPHiQ+Ph4iouLz3r/2LFjWbRo0VnrrVu3jvPPP5/g4GDMZjMDBw7kiSeeoKyszFknLS0NRVFYt25dwz6EByTJE0II0eaptiw0k/c2La74NZVqu0p4v25gt2D68mkAFF3DtO0pOOVkJeGZ/fv3s3TpUlasWFHn2rPPPsuqVasa1J6maTz44IMkJSXVudavXz8mTpzIAw880Oh4f2vx4sX88Y9/ZOzYsbz77rts3LiRW2+9lRdffJFLL70Um80GQExMDN999x2///3vvdKvO2SfPCGEEG2ewZqN3X+A19qzZWVSbvFlQPcwjP/7G2ppBlpAFIqlHMOx3fgc2Ii9/0Sv9dfRzZkzhylTphAbe3K6PTU1lYcffpiNGzcSEuL++cE///wz999/P8nJyfj7+9dbZ+7cuXTr1o0HH3yQ4cOHNzpuq9XK8uXLefTRR/nLX/7iLL/sssvo378/1157LR988AGTJ0/G19eXUaNGNbqvxpCRPCGEEG2brqNavTuSR0EeFWoQxqrjGH94BQDrhXOwjZwJgOmbZ8FS6r3+WoilwsIfo2fxx+hZWCosLRLD3r172bRpE1OmTHEpf+ihhzh06BCff/45Q4cOdbu96dOn43A42LFjB9HR0fXW6dy5M+PGjePpp5/2JHRKSkqoqqpC07Q616666ir+8pe/0LNnzWbaLTFdKyN5Qggh2jTFUYSiV6EZvZfkmaqKsAf2xPTVMhSHhWM+fXnplVx8FB8e7tGZoKrjmHa8hPXieV7rs6N68803iYmJqTPK9dRTTzFw4EAURWlQe+vXr3frTNvJkydz7733Ul5eTmBgYIP6qBUVFcV5553HM888Q3Z2NpMmTWLMmDFERkZiNBqZP39+o9r1FhnJE0II0aap1iwAHF4aydPKyjDpVqK6VeOT+gV2TeFP/wjio39/x8Z/7eDRdyMB8PnpLZT8g17pszlZKiwnX5XWk+WVVpdrzeXzzz8nMTGxTjI3aNCgBid4gFsJHkBiYiI2m42vv/66wX381nvvvcdFF13EG2+8waRJk4iOjmbw4MEsXLiQoqIij9r2lIzkCSGEaNNq98jTTDFeac927BgAJt+advcdD0QL68ldw9KwmsL49OdQcsp+pVOQlaIfPiX0yn5e6be53B//WL3ljwx83OX933Kfb45wSElJ4fzzz2+Wvn4rLi4OqHn2zxNdu3bl888/Z9++fXz88cd88cUXfPXVVyxZsoS//e1vfPXVV/Tp08cLETecjOQJIYRo0wzWLDRDOKhmr7RXfvAIAH/7PhKbQ2FIbBlvvnwRM8/9hXvuGMy/nx9IpyArJdU+/O1jWWXrqZKSEgICApq939o+S0pKvNLegAEDePjhh9m0aRMFBQWsXbuW/Px85s1ruSl9GckTQgjRpnl70UXlkTTSSkx8u6eKt8O6Mv3cDPy+Xopiq6TaEELQjmcAeOnbHny07yB/+ks15kA/r/Xf1FanntymxFJpdY7grfzlKXzNpmaPJzIy0q0967ytdio1MjKy0W08//zzPPXUU6Snp2M2n/xLhtFo5I9//CMfffQR+/bt8zjWxpKRPCGEEG2aastGM3nnpAsAe/Yxsip8Afg4ZwRaQCfUspop3LQP30CxluGIGsBHh3vgsGsUF5adqblWxzfA9+TrN0mdr9nkcq259OjRg4yMjGbrr1ZmZqaz/8YaMGAA+fn5rF69us41h8PBkSNH3H5GsClIkieEEKJNU61ZOLy4slYpykX1rZnKSz9aSlnig0DN/sdDgg4DkJVwH5WVNZvcBoV4Z5q4oxo/fjzbt29Hb8QG0/v27WP37t2N6vebb77BbDZz4YUXNup+gMsvv5xbbrmFefPmMXXqVDZs2MDXX3/N22+/zbhx48jMzGTx4sWNbt9TkuQJIYRouxwVqI5ir43k6ZqGr6WE6M6R9OjVmeoqK698bMfuH0ntQk/rgOt4cV3Nc3vnXTyQoJDmf56sPbn++uvJz89n586dDb733nvvZdKkSY3q9+OPP2bChAmn3TDZXf/85z95+eWXycjI4M477+TSSy/l0UcfpWfPnuzatYuEhASP2veEPJMnhBCizTLYarZP0UxdvdKeVliIAQ2fzrFMv3oQTz70Gm++vJmSc2JZcHEBdtXMw3/3YcfOZFRVYdo9V3ql35biG+DbbKtoT2fIkCFMmDCBtWvXct5559VbZ9u2bfWWb968+YwnVqSlpdVbnp6ezubNm0lOTm5ouHWoqsof//hH/vjHP56xXlxcXKNGKz0hSZ4QQog2S7We2D7F6J2RPGtWzXNafvHdGXPteeTnlPDy8vfZ9FMIP6adi9Whklt+DKPJh7nLb2XoeS2zNUZ7s3TpUsaMGcOiRYvo3r272/etWLGCSy65pMH9rVy5ksmTJzNs2LAG39uWSJInhBCizVKtWehqALrB/bNNz6T8YAoOTSE0oWbU5cbpYxlzXgyfPjmfLUdi6T6oHxNG9OKqG0YTER2KruuN2rBXuBo8eDDz589nzpw5vP32227fN3HiRPr379+gvg4cOMDGjRsb/SxfWyJJnhBCiDZLtWXjMMaClxKt6tSjVFhMRMdFsv1Paynamw5ADIOYHgJk58HGPJI37gAgbHAPzl99tyR6XjBnzpwG39OYlasJCQmkp6e7Vfd008RthSy8EEII0Wap1kyvPY8HYD9+jGKrL4Gh/s4E70yK9qTjqLZ5rX8hvElG8oQQQrRZBms21pAB3muvNJ9q3zBUw8kxkMtnGcn936ccGP5XLrnqXAAc1Va2XPsXr/UrRFOQJE8IIUTbpFlR7LloXtojT7fZ8LWVo4f1dS0vOMTRYj/i+3fDx7/5T4QQorFkulYIIUSbpNqOo6B7bY88R85xFMAnxrU93/J0UosCsHy9h9Sk7V7pS4jmIEmeEEKINkk9sUeew0vn1loza9rz7xXnUu6nl1OsdiL3q1+oPFbolb6EaA6S5AkhhGiTVGsWumJC94nySnvlv6ZicaiE96m7kEMPiaMiq5Cg+M5e6UuI5iBJnhBCiDbJYM1CM3YGxTt/lFWnH6W42peIuAiXcovNh6DArqDrmLuEY6+y4qi2eqVPIZqSJHlCCCHaJNWWjealqVoAPfc4JTY/gqKDXMo3fXQFkTsOA7Bj1t/55MqFsrK2CTz77LNMmzbN+f7w4cPceOONxMbGEhISwpgxY9i6davH/ezevRuj0VjnyLPp06ezYsWKs96/bdu2s+6LuG7dOhRFOe2xaqcTFxeHoiguLz8/P3r37s28efOorq5uUHuyulYIIUSbpFqzsAckeq09n/JCLP4xqKqC4mckbHAPivacea+8sME9MPgZvRZDU9N1HXuVe6OQPv6mZtvkef/+/SxdupQ9e/YAUFBQwMUXX0xERAR//etfCQ4O5u9//zvjx4/n888/5+KLL25UP3v37uX3v/89dru9zrVly5YxaNAgrr766gafouFNV111FQsWLHC+r66u5osvvuDJJ58kLS2tQSeCSJInhBCi7dEdqLZjOLy0EbJWUY7RUQ3h0QAoisL5q+9Ge/5i/vV9IN0iJ2IK8GP4wltc7jP4GdvMaRe6rvPRtGXk7j7iVv3o4b25av2cZvl8c+bMYcqUKcTG1qxsfv3118nLy2Pnzp106VIzWnv55Zdzzjnn8MwzzzQ4ybNaraxevZonnngCPz+/euvExsYyZcoU5syZw8aNGz37QB6Iiopi1KhRLmVjx44lMzOT1157jVWrVhETE+NWWzJdK4QQos1R7Pkous1726ccPwaAsevJpFGxlhOsFlCoRFCVWUBIn1h8/E0ur7aS4AHYq6xuJ3gAubsOuz3q54m9e/eyadMmpkyZ4izr2rUrs2fPdiZ4AAaDgT59+nDkiPufodZHH33E4sWLmT9/PsuXLz9tvalTp7Jp0yb27t3b4D7OpHaKd+vWrYwfPx6z2Uznzp2ZM2cODofDrTZGjBiBruscPXrU7X5lJE8IIUSbY7DWbHfirY2QLUczAQjoE+csUwtTan4I6oElq4ygnu1nZe3NX6/Cx9+33mv2KgvvXDi72WJ58803iYmJcRm9uvHGG7nxxhtd6hUVFfHll18ybty4BveRmJhIWloa4eHhrFu37rT1Ro8eTZcuXXjrrbdYunRpg/s5m6lTp3Lfffcxd+5cNm3axIoVK+jZsyd33333We89ePAgAL169XK7P0nyhBBCtDmqNRsdpWZ1rRdUHEqlwupDRK+T7amFR9B0CAjqDqQSFN/JK321Bj7+vhjN9Sd5ze3zzz8nMTHxjKOimqZx1113UVpaymOPPdbgPn47Ing2I0aM8MoCj/rcddddzuftxo0bxwcffMCmTZtckjxd112eGczNzeWjjz7i5Zdf5qabbiIyMtLt/mS6VgghRJuj2jLRjZ1A9c4xY5aMTIqqfYnsEe4s0/J+JbvEj0hfM6rJh4CuEWdoQTRWSkoK8fHxp71us9m49dZbSUpK4vnnn2fkyJGnrWu3211euq43OJ64uDhSU1MbfJ87Ro8e7fK+a9euVFRUuJS98cYbGI1G56tLly7cc889TJw4kTVr1jSoPxnJE0II0eao1mwcRu88jwdAfg6lDn8CIgKcRdasA6QUmgn0taN2j0L1MXivP+FUUlJCQEBAvdeKi4u57rrr+PLLL1m9ejX33XffadtJS0urkyy+9tprzJgxo0HxBAQEUFJS0qB73GU2m13eq6qKpmkuZRMmTGDhwoVAzQIgs9lMXFwc/v7+De5PkjwhhBBtjmrNwuGf4JW2dE3DWFmELbCXy5ShT3EqKQVmov3L29XzeK1NZGQkxcXFdcozMzO5/PLLSU1N5Z133mHy5MlnbCc2Npbk5GSXsjONEJ5OUVFRg6ZEvS0iIoIRI0Z4pS1J8oQQQrQtuo7Blo0tuOEP4NdHKyrEoDtQIn/zzJ2tkgBHPnn2cwg8mkfXS4Z4pS9RV48ePcjIyHApKy0t5dJLL+X48eNs2bKFCy+88KztmEwmryRHmZmZ9OjRw+N2WgN5Jk8IIUSbojhKULQKr512Ubt9iqnbye1T1KKaZ7KUgO44qqwE9Ww/iy5am/Hjx7N9+3aX5+cWLlzIr7/+yuzZszEajezYscP52r17t7Pevn37XN57Std1tm/fzpVXXum1NluSjOQJIYRoU1Tbie1TvJTkVadn4NAhuO/J0Ru1oGYvNn//rkAWQfHta7rWXmVp1LWmcP3117NkyRJ27tzJeeedB0BSUhIAixYtYtGiRS71e/To4Twu7N577yUtLa3Bx4edTnJyMvn5+dxwww1eaa+lSZInhBCiTVFP7JHn8NIeeZWH0yix+BIRH+Us0/MPcbzMl3BfM8ZAP/yigr3SV2vRnPvgnc2QIUOYMGECa9eudSZ57m74u3nzZoYPH96g/mbMmHHaxRhr165l4sSJDBgwoEFtnq2PsWPH1rvSd9u2bS7vvZWs1pLpWiGEEG2Kas1GM4SCwXzWuu6wZWdRXG1y2T7FmnWAlAIzAVY7QT07t6mTLU7Hx99E9PDebtePHt4bH3/vbFFzNkuXLiUpKalBpzkArFixgksuucQrMWRkZJCUlMSTTz7plfZag3Y3kpeZmcmgQYP44IMPGDt27Bnrvv322zz11FOkpKQQFxfH3Llzue2225onUCGEEI1isGV5baoWQCnMo0w3Yw49mTSqRUdIKTAT4ign6Fz3TxhozRRF4ar1c9w+qqw5j20bPHgw8+fPZ86cObz99ttu3zdx4kT69+/vlRjmzZvHnDlzGDx4sFfaaw3aVZKXkZHBFVdc4db+NklJSUydOpVZs2Zx5ZVX8sEHHzBjxgx8fX25+eabmyFaIYQQjaFas7x2nJlus2GsLsUe9Jv27BbMtlxyrQMx5RQQPPkCr/TVGiiK0mpOujjVnDlzGnyPNxOyf/7zn27VO93Ua2vULpI8TdN44403eOSRR9z+xc+fP5/Jkyfz3HPPAXDFFVdQWFjIggULJMkTQohWTLVmYw/wzj5ijtwcFHTU6BhnmVKchoqO4tcV3aG1q+PMRMfSLp7J+/nnn5k5cybTp09n/fr1Z62flpbGr7/+yqRJk1zKb7jhBg4fPsyhQ4eaKlQhhBCe0CpRHYU4vLx9in9cN2eZWlizstbXr+ZEDUnyRFvVLpK87t27c/jwYVatWlXnyJD67N+/H4C+ffu6lPfuXfNA6sGDB70fpBBCCI+p1pqkTPPSkWbV6UexOFRCep/cI4/8w+RXmAgxBOIXHYIxqOHHSQnRGrSL6drw8HDCw8PPXvGE2mf2goNdl8QHBQUBNTttCyGEaH0M1kwANFPXs9R0T+WRdIqrfYmIi3CWWbP2k1LgT4DVTrAcZybasHaR5DXUqYcBn0pV3RvgDA8Pr5MontrPmZ4RrO2nIQmqaH3ke2wf5HtsG/TKInTVTGhUz3pXfjb0e8zOzaHYYmLk0F74B9eM2BUW1ZxZ619eTtQFA73+74TRaPRqe0KcTruYrm2okJAQAMrKylzKa0fwaq8LIYRoXfTqDPDv5r2tPQpzqVCCnAme7rDhX51FXlUY1bnFhPXx3lYtQjS3DjmS169fPwAOHz7MsGHDnOWHDx8G8NqeO1VVVVRWVp72eu3fDgsLC73Sn2gZ8j22D/I9tg0B5anoaicqT/M9NeR71Coq8LFV4gjp46yvFB7BjAa+Nc/8qdGBXv93oqKiwqvtCXE6HTLJ6927N/Hx8bz33ntMnjzZWZ6UlESfPn2Ii4tzq53CwkIsluY9408IIToy1ZqFLWisV9py5NQs4vCJObl9Su3KWqMxBsVQRkD3qHrvFaIt6BDTtaWlpezYsYO8vDxn2RNPPMG//vUv7r33Xj755BPuuece/vWvf7Wr40yEEKJd0W2othyvnXZhz84GwD++h7NMKThMcZWRQDWAgG6RGEwdciykRTz77LNMmzbN+f7w4cPceOONxMbGEhISwpgxY9i6davH/ezevRuj0VjnnNjp06ezYsWKs96/bds2tx4XSE9P584776Rbt26YTCaioqK4+uqr+fLLL13qzZgxw+3BpYbqEEnerl27GD16NB9++KGzbMaMGbz88sts2bKFa6+9li+//JI33niDm266qQUjFUIIcTqq7TgKmteSvOr0DMqtPoT1OrmCtubMWn/M1e13ZW3l/l+wFRac9rqtsIDK/b80Y0Q1W5stXbrUmWQVFBRw8cUXc+DAAf7617/y7rvv0qlTJ8aPH18nSWqIvXv38vvf/x673V7n2rJly1i2bJlzmzVPHD9+nFGjRvHTTz/x9NNPs2XLFv7v//4Pm83GuHHj2LBhg7PuggULeP/99z3usz7t7q8o9R03crojSO6++27uvvvu5gpNCCGEB1Rrzcib1/bISztKscWXzt1/s3o2/zAphWbILyXo8qFe6ac1qfxlL+mPP4ZPZBRxy1dhDI9wuW4rLCBtzmzs+Xn0eGoF5oGDmiWuOXPmMGXKFGJja77b119/nby8PHbu3EmXLjVJ/eWXX84555zDM888w8UXX9yg9q1WK6tXr+aJJ57Az8+v3jqxsbFMmTKFOXPmsHHjRo8+z9///neKi4s5ePCgyy4ckyZN4rzzzmPBggVcd911APTq1XRnI3eIkTwhhBBtn2rNQscHzRjtlfYcx49RVG0iojbJ0xz4V2eRWxGCo6K6XZ504RMejiE4GGtmBmlzZruM6NUmeNbMDAzBwfg003ZCe/fuZdOmTUyZMsVZ1rVrV2bPnu1M8AAMBgN9+vThyJEjDe7jo48+YvHixcyfP5/ly5eftt7UqVPZtGkTe/fubXAfv3X8+HEURcHhcLiUGwwGnn76aZcBJpmuFUII0eGptiw0UwwoBo/b0nUdQ1kBVcZgfANMACilmfhgB5+ahRhB7XC61hQTS9yyVRijo10Svd8meMboaOKWrcIU450R07N58803iYmJYdSoUc6yG2+8kWXLlrnUKyoq4ssvv2TgwIEN7iMxMZG0tDT+/Oc/4+Nz+knM0aNH06VLF956660G9/FbEyZMoKqqivPOO4+VK1eye/duZ8J3+eWX88ADD3jUvrskyRNCCNEmGKxZXpuq1YqKMGh29LCTq2drV9b6GDpj8Ddh7hzqlb5am1MTvcN/nMHhP85okQQP4PPPPycxMfGMixk0TeOuu+6itLSUxx57rMF9dOnSxe1NrUeMGOHxAo/f/e53vPTSS+Tk5PDoo48yfPhwwsPDue6669iyZYtHbTeEJHlCCCHaBNWa7bVFF47jNc/3GWNPJjNKwRHKrT7464EExXdCcfP0o7aoNtFTfHzQKirQKipQfHyaPcEDSElJIT4+/rTXbTYbt956K0lJSTz//POMHDnytHXtdrvL60ynTp1OXFwcqampDb7vVPfeey/Hjh1jw4YN3HfffXTr1o3333+f8ePH8/DDD3vcvjva77/BQggh2g9dQ7Vlo5m8k4DYj2Wj6WDu2d1ZZs0+QEq+P/7VNoLi299U7akUX1/gt6Nnyomy5lVSUkJAQEC914qLi7niiit45513WL16Nffdd99p20lLS8NoNLq8Xn/99QbHExAQ4Dzj3lNms5lJkybx4osvsnfvXg4dOsSFF17IqlWrPH7uzx2S5AkhhGj1FHs+im7FYezqlfaqUo9SYjEREX9yulbPPURKoRmtoJTgnu1v0cVv1T6Dp9ttzjLdbquzGKM5REZGUlxcXKc8MzOT0aNHs337dt555x3+9Kc/nbGd2NhYkpOTXV5XX311g+MpKioiMjKywffVcjgcxMXFsXDhwjrXevfuzQsvvADAvn37Gt2HuyTJE0II0eo5t0/x0kie9WgGxdW+RMad2EJE1/CvyiC/LAjd5miXiy5qnbrIos+r/6TPq/+ssxijufTo0YOMjAyXstLSUi699FKys7PZsmWLy+lUp2MymRgxYoTLKyIi4qz3nSozM5MePXqcveJpGAwGunTpwquvvkpBQd3f48GDBwEYNKjpt6eRJE8IIUSrZ7BloaOgGWPOXtkNWl4ORRZfwruFAaCUHceIFd1Qu7K2fY7knW4V7elW3TaH8ePHs337dpfn5xYuXMivv/7K7NmzMRqN7Nixw/navXu3s96+fftc3ntK13W2b9/OlVde6VE7L7zwAsXFxQwfPpxVq1bxxRdf8Nlnn/HEE09w5513MnPmTAYMGOClqE9PkjwhhBCtnmrNRveJBNXzZ8Z0ux2fimIsviEYfWu206hdWWtQo/END8Q3NNDjflojS3o6tuPH611F+9tEz3b8OJb09GaJ6frrryc/P5+dO3c6y5KSkgBYtGgRo0ePdnlNmjTJWe/ee+91ee+p5ORk8vPzueGGGzxq59xzz2X37t1cdtllvPjii1x11VVce+21fPrppzz33HOsWbPGSxGfWbs78UIIIUT7o1ozvbeyNjcHBR0iTm6qrBQcpspmwGgPIii+eTYBbgmBw4bTfdFTmGK71LuKtjbRs2ZnEThseLPENGTIECZMmMDatWs577zzADh69Khb927evJnhwxsW54wZM5gxY0a919auXcvEiRO9MsrWu3dv/vGPf5y13rp16zzu63RkJE8IIUSrp9qycRi9tX3KMQCM3U4u4rAdO0hqoT9+ldZ2O1VbK/DcxDNuk2KKiSXw3MRmjAiWLl1KUlKS28ldrRUrVnDJJZd4JYaMjAySkpJ48sknvdJeayBJnhBCiFZPtWZ5bSTPdiwbm0MlpOfJJE/L+ZW0AjNacXmH2D6ltRk8eDDz589nzpw5Dbpv4sSJPPfcc16JYd68ecyZM4fBgwd7pb3WQKZrhRBCtGqKoxRVK/faytrq1KMUWUxEOFfW6vhVHiWvLAY/nXa/fUpr1dAED/BqQvbPf/7TrXpjx45t1CbLLUFG8oQQQrRqqjULAM1L07W2zEyKqn2J6FHz7J1SkYdJr0KjEygKQfGS5In2QZI8IYQQrZozyfPSSJ5ekEuxxZewLqEAKCdW1qpEYY4Nx+Bn8ko/QrQ0SfKEEEK0aqotC80Qgm4I8rgtraoSH0sFNnMYPiZDTfuFR7A6VAyWIILb8SbIouORZ/KEEEK0aqo1G83onVE8x7GalbVK9Mlkzn78IFmF/hgr2v/KWtGxyEieEEKIVs3gxZW1tdun+HXvdrLs2EHSC81QaZGVtaJdkSRPCCFEq6bavLt9SoXNh9DfTMuaytPJL6054UJW1or2RJI8IYQQrZdWjWovwOGl6drq1KM1K2u7nzjVorIQP70cuyMK1eSDuUvDD7Rv6+z7PsS+78OWDkM0AUnyhBBCtFqqNRvAayN59uwsiqtNRPQIq2n/xMpaRY8ksEc0qo/BK/20FY6jO7G+/Qesb/8Bx9HkFo3l2WefZdq0aW7Xz8zMJDQ0lG3btp21rsViYenSpSQkJBAQEEC/fv1YsmQJVqvVWWf69OmsWLHirG1t27YNRVHOWGfdunUoikJaWtpZ2/utuLg4FEVxefn5+dG7d2/mzZtHdXV1g9qThRdCCCFaLdVWu0ee5yN5uq6jFOVRbIskNDa0pv3CI9g1BaUqkODBHWuqVnfYsf53rvO99b9z8LtnC4ra/Inu/v37Wbp0KXv27HGrfkZGBldccQUlJSVu1Z81axbr169nwYIFJCYm8sMPP7B48WLS09Od58suW7aMQYMGcfXVV9O/f/9GfxZPXXXVVSxYsMD5vrq6mi+++IInn3yStLQ03n77bbfbkiRPCCFEq2WwZqErfug+nk+jasVFqA4b9qAIDD41E1mOnF/JKvLDp9xGUAfbPsWe/Dr68b3gFwKAfnwv9uR1GM+7o9ljmTNnDlOmTCE29szJvKZpvPHGGzzyyCNunzpRUFDA3/72N5YvX86jjz4KwKWXXgrA3LlzWbZsGVFRUcTGxjJlyhTmzJnDxo0bPftAHoiKimLUqFEuZWPHjiUzM5PXXnuNVatWERMT41ZbMl0rhBCi1VKt2TWbIJ9leswdtStrDZ1O/gFpO3aAjKIAsDk61EkXenkutq1PA2C8fD7Gy+YBYPvsafTyvGaNZe/evWzatIkpU6acte7PP//MzJkzmT59OuvXr3er/dLSUmbOnMk111zjUp6QkABASkqKs2zq1Kls2rSJvXv3NuATnF3tFO/WrVsZP348ZrOZzp07M2fOHBwOh1ttjBgxAl3XOXr0qNv9SpInhBCi1VJtWTi8dJyZ4/gxNB3MPbo6y0ylaeSX1Kys7UgjedbNT0F1KUrsEHxGTMcn8TaUmMFQXYp1y1PNGsubb75JTExMndGr+nTv3p3Dhw+zatUqzGazW+3Hx8ezZs0a+vXr51L+wQcfYDQa6du3r7Ns9OjRdOnShbfeeqthH8JNU6dO5cILL3QmtStWrOCVV15x696DBw8C0KtXL7f7kyRPCCFEq+UcyfMCW1YWpVYT4fFRNQXVJfhrJVjtERiD/PGLDPZKP62dI/17HLvfAcA0YRmKakBRDZgmLKu5vuttHEd3Nls8n3/+OYmJiWddzAAQHh5O165dz1rvbN5//31ef/11Zs6cSVhYmMu1ESNGsHXrVo/7qM9dd93FggULGDduHKtWrSI+Pp5Nmza51NF1Hbvd7nxlZ2fzyiuv8PLLL3PTTTcRGRnpdn+S5AkhhGiddDuq7bjXVtZWp2fUbJ9Su7K26MQ0nSOCoJ6d3Uoy2jpd07BuqllsYTh3KoZuI5zXDN0TMQyvmTK1/ncuuqY1S0wpKSnEx8e7lP02ybHb7WhejGXDhg3ccsstjBkzpt7VtHFxcaSmpnqtv98aPXq0y/uuXbtSUVHhUvbGG29gNBqdry5dunDPPfcwceJE1qxZ06D+JMkTQgjRKqm2HBQcaF6cri2uNhHZo2YRh1pwBIcOekVgxznOrCIP/fgvAPicc0Ody7Vl+vG9UNE8z+aVlJQQEBDgUvbbJMdoNLJkyRKv9PXcc88xefJkLrjgAj788EP8/Pzq1AkICHB71W5DnTrFrKpqnQR2woQJJCcnk5yczA8//MC+ffsoLS3l3XffJTw8vEH9yepaIYQQrZJqPbF9ihdG8nS7HbW0kBJ7F4I710zLarmHyCr2w1DmILiDHGemBHXCMPAaHL9sxPbZ06h3/tc5gqlrGratNVO2hoHXoAQ1T+IbGRlJcXGxS1lysuuefWdbdXs2uq4za9YsVq9ezS233MK6deswmUz11i0qKmrQlKi3RUREMGLEiLNXdIMkeUIIIVol1ZaNjgHNGO1xW468XBRdQwuJQFVrkhpr9gGyigJA1zvOSB5g/N1iHL9+hnZ0J44f/4XPsJsAcPz0L7SjO8Fkxvg774ycuaNHjx5kZGS4lHkryak1f/58Vq9ezezZs1m5cuUZp+YzMzPp0aOHV/tvKTJdK4QQolVSrVloxs6geD4e4dw+5TcjQsaS1JMrazvISB6AGtIF49jZAFg/XYxeVYJeVYL105rEzjj2YdQQ7yx2ccf48ePZvn272/venU1paSk7duwgL69muvnHH39k+fLlJCYmMnnyZL7//nt27NjhfJWWljrv1XWd7du3c+WVV3ollpYmSZ4QQohWyWDN8tqiC8fxbGyaSlCPE+1ZKzA7CrBYw/HvFIoxsO6zWe2Zz/kzUSJ7Q0U+ts9XYPt8OVTko0T2wWf03c0ay/XXX09+fj47d3pnRe+uXbsYPXo0H35Ycx7vhg0b0HWd5ORkRo8eXee1a9cu573Jycnk5+dzww11n1dsi2S6VgghRKuk2rKwm8/xSlu2rOyaM2vjTyy6OLGyVrOHd6ip2lqKjwnT75dief1G7N//w1lumrAUxaf+Z9WaypAhQ5gwYQJr167lvPPOc/u+sWPH1jv6N3bsWBYsWOBcVLFkyRK3F26sXbuWiRMnMmDAALfjqM+MGTOYMWPGWWM99dzdhp51ezYykieEEKL10XVU6zGvray1HK3ZPiWyR83qRLXwSE03pYEdahPk3zL0Hoth4DWga6BrGAZeg6HXxS0Sy9KlS0lKSmrQaQ6nk52dzXvvvcf555/foPsyMjJISkriySef9DiG1kKSPCGEEK2OYi9A0atxeGkjZC3n+Ik98mqSPD3vMMdKfaFS71DHmZ3K+LvF4BsEvkE1P7eQwYMHM3/+fObMmeNxW+Hh4SQlJdG9e/cG3Tdv3jzmzJnD4MGDPY6htZDpWiGEEK2OajuxfYoXRvK0qirUqjLK9HCComoWWliz9tesrAWCO+hIHtQswvC7/yvnzy3JGwkegJ+fH/3792/wff/85z/dqne6qdfWSJI8IYQQrY7Bmg3glSPNHDk1K2v1sGjn1hmGohQKSgJRDCqB3aM87qMta+nkTjQdma4VQgjR6qjWLDSfSFA9X/XqOFaT5Jm6nEhm7NWYbXlUVYcS2D0K1SjjHaJ9kiRPCCFEq6PastGM3nkez3E8myqHkZAT07JqUSqKoqNbwzv083ii/ZMkTwghRKujWrNweGmPPGtWNoWVRiK71yy6UE6srLWXBHTYlbWiY5AkTwghRKuj2ry3EbI1I4Niy8mVteQfIb/chFZt6JB75ImOQ5I8IYQQrYriKEN1lHplZa2u6+j5OS7bp8jKWtFRSJInhBCiVVG9uLJWKylBtVkpVwIICDfXtF94hILSQFQ/E/6dQj3uQ4jWSpI8IYQQrYpzjzwvTNc6jtckjEpkp5rtUxxWzNbjVFWGENyzE4oqfwy2Fs8++yzTpk1zu35mZiahoaF1jgarj8ViYenSpSQkJBAQEEC/fv1YsmQJVqvVWWf69OmsWLHirG1t27bNuRXPmaSnp3PnnXfSrVs3TCYTUVFRXH311Xz55Zcu9WbMmEFcXNxZ22sMWTcuhBCiVVGtWWhqILoh2OO2HMeOoQO+3WoSRqX4KCoamiWM4CEyVdta7N+/n6VLl7Jnzx636mdkZHDFFVdQUlLiVv1Zs2axfv16FixYQGJiIj/88AOLFy8mPT2df/yj5uzeZcuWMWjQIK6++upGbab8W8ePH2fUqFF07dqVp59+mm7dupGXl8crr7zCuHHj+Pe//811110HwIIFC5g1a5ZH/Z1Ou/krzObNm0lMTMRsNhMfH8/KlSvPuCO13W5n2bJl9OnTh4CAAIYOHcq7777bjBELIYSoj2rNQjN19UpbjuPHKLP5Eh5Xs+Fx7Zm11uKADr99ilbyP2w7Lsb2Vf+6r6/PwZH+UrPFMmfOHKZMmUJs7Jmn6DVNY926dQwbNoycnBy32i4oKOBvf/sbixYtYu7cuVx66aXMmTOHhQsX8uqrr5KXlwdAbGwsU6ZM8crJG3//+98pLi5m69atTJs2jYsvvpgbbriBDz/8kGHDhrFgwQJn3V69ejFs2DCP+6xPu0jyduzYwYQJE0hISGDDhg1MnTqVxx57jOXLl5/2nkWLFvHnP/+ZadOmsXHjRsaMGcPNN99MUlJSM0YuhBDiVAZbtleexwOwZmXWbJ9Su7K24DDFVUbsFlOH3z5Fy/g7WHPrv6hb0fI+bpY49u7dy6ZNm5gyZcpZ6/7888/MnDmT6dOns379erfaLy0tZebMmVxzzTUu5QkJCQCkpKQ4y6ZOncqmTZvYu3dvAz5BXcePH0dRFBwOh0u5wWDg6aef5u6773aWNeV0bbtI8hYuXMiwYcNYv349V155JU899RSPPvooS5cupaqqqt57Xn31VaZMmcLChQu59NJLefHFFxk1ahQvvvhiM0cvhBDit1RrlldW1gLYMrPqrKzNlpW16I4q9MLfPBtmjKhTxxD/SLPE8uabbxITE8OoUaPOWrd79+4cPnyYVatWYTab3Wo/Pj6eNWvW0K9fP5fyDz74AKPRSN++fZ1lo0ePpkuXLrz11lsN+xCnmDBhAlVVVZx33nmsXLmS3bt3OxO+yy+/nAceeMCj9t3V5pM8i8XCtm3bmDRpkkv5DTfcQFlZGd98802991VXVxMc7Pq8R0REBAUFBU0WqxBCiLPQLKj2PK+M5OkOBxTl1+yRV7sRcv5hCksCMYYGYAoN8LiPtkov/t75s9prHkqw63Shoc8S1IixzRLL559/TmJioluLGcLDw+na1fOp/Pfff5/XX3+dmTNnEhYW5nJtxIgRbN261aP2f/e73/HSSy+Rk5PDo48+yvDhwwkPD+e6665jy5YtHrXdEG0+yUtJScFqtbpk4gC9e/cG4ODBg/Xe9+CDD/LGG2/wySefUFpayptvvsknn3zCrbfe2uQxCyGEqJ9qqzln1hunXTjy81B0jUqfIMyh/qDZMVuyqawIJqR3jMftt2nGEEAFUzR6+UH0gs+cl9Tu96HGTG62UFJSUoiPj3cps9vtLi9N07zW34YNG7jlllsYM2ZMvatp4+LiSE1N9bife++9l2PHjrFhwwbuu+8+unXrxvvvv8/48eN5+OGHPW7fHW0+yatdWXPqqFxQUBBQMxdfn4ceeogxY8bwu9/9jpCQEKZNm8Ztt93Go48+2rQBCyGEOC3VemL7FC9M1zqO1WyfokbXTMsqJZkYcOCoDuvQU7UAavAwfEZsQo2egJ6zwVmuhF2AYo5H1+3NFktJSQkBAa6jqkaj0eW1ZMkSr/T13HPPMXnyZC644AI+/PBD/Pz86tQJCAhwe9Xu2ZjNZiZNmsSLL77I3r17OXToEBdeeCGrVq3y+Lk/d7T5LVTOlt2r9eyBZLFYuPDCCzl27Bgvv/wyCQkJbN++naeeeorAwECef/55t/oODw+vk1yeGtuZVvjWxhYeHu5Wf6J1ku+xfZDvsXXQq4vRVV9Co/ugKA0fh/jt91hYWoIdlbDe8YSHh+PI+R47YCkJoPOgni32XRuNxhbp91R62U9oma863yvhF6FXHMJx4BFUyzEM3e5sljgiIyMpLi52KUtOTnZ5f7ZVt2ej6zqzZs1i9erV3HLLLaxbtw6TyVRv3aKiIiIjIxvdl8PhoFevXtx2220sXrzY5Vrv3r154YUXGDZsGPv27WPQoEGN7scdbT7JCwkJAaCsrMylvHYEr/b6byUlJfHTTz+xZcsWLrvsMgAuvvhiQkJCuO+++7jrrrua/BcvhBCiLr3qKPh2bVSCdyprViYlFj+ie9Zsn6LnHaLc4oOl2pfQvt5Z2NFWaYXf4Dg4z/leCRqMGjsVx94Tqz6V5ksPevToQUZGhkvZiBEjvNrH/PnzWb16NbNnz2blypVnfP4vMzOTHj16NLovg8FAly5dePXVV3nggQeIiHBd1FL7GFlz5BltPsnr1asXBoOBw4cPu5TXvq9vQ8P09HQALrjgApfyiy66CIBffvnFK7/8qqoqKisrT3u99m+RhYWFHvclWo58j+2DfI+tQ0BZChg6U9HI7+G332PZ4SMUVBgJjvansLAQ7fD/OF4UACjoYX4t9l1XVFS0SL+19LJfcOy9y6VMibwcx76HnO/VyMubLZ7x48ezZs0adF13a/HF2ZSWlrJv3z569epFVFQUP/74I8uXLycxMZHJkyfz/fffu9QfMGCAc1ZO13W2b9/O/fff71EML7zwAmPHjmX48OHMmjWLYcOG4XA4+Oqrr3juueeYOXMmAwYM8KgPd7T5Z/L8/Py46KKL2LBhg8vUaFJSEiEhIYwcObLOPbV743z99dcu5d9++y0APXv2dKvvwsJC8vLyTvs6U4InhBCiLtWW5ZVFFwD2Y9kUW0xExNUkfnreIQpLA/HtHIbBr/6puvZO16zYf7m3TrmWugq0E39m+cag+DXfSOf1119Pfn4+O3fu9Ep7u3btYvTo0Xz44YcAzvwgOTmZ0aNH13nt2rXLeW9ycjL5+fnccMMNHsVw7rnnsnv3bi677DJefPFFrrrqKq699lo+/fRTnnvuOdasWeNR++5q8yN5AI8//jiXXXYZN954I7fffjvbt2/nmWeeYdmyZZjN5jpZ/TXXXMN5553HtGnTWLx4MQkJCXz//fc89dRTXHPNNSQmJrb0RxJCiI5Hd6Baj6MZPd8+RauuRikvoai6a81GyLqGuSqTyvJehPbxzkbLbZJmBceZByDULs27y8SQIUOYMGECa9eu5bzzznP7vrFjx9b73PvYsWNZsGCBc1HFkiVL3F64sXbtWiZOnOiVUbbevXs7j0w7k3Xr1nnc1+m0iyRv3LhxJCUlsXDhQq699lq6dOnCM88841yivGvXLi655BJee+01ZsyYgcFgYPPmzfz5z3/mySefpLCwkJ49e/L4448ze/bsFv40QgjRMam2XBTsaN7YPuV4zVYsFt8QfAN8UUoy8cGGvSqUiJ4d9zgzxScQn2H/Qi/fV38Fn0CUsAubNyhg6dKljBkzhkWLFtG9e3eP2srOzua9997jk08+adB9GRkZJCUl1Znla8vaRZIHMGnSpDobIteqL9sPDg5m9erVrF69ujnCE0IIcRaq7cT2KV7YCLk2yTPE1OyHV3tmbXVJYIc/zkwxx6OY489esRkNHjyY+fPnM2fOHN5++22P2goPDycpKanByeK8efOYM2cOgwcP9qj/1qTdJHlCCCHaNtWahY4Bzeh5EuY4fgyLbiS4x4k98gqPUGUzUFnl3+H3yGut5syZ45V2/Pz86l10eTb//Oc/3ap3umni1kiSPCGEEK2Cas1GM0aD4vk+cvZj2RRW+9Y8jwfYsg+QVxQAPj4EdKl7TqsQ7VGbX10rhBCifVBtWV55Hg/AlpVFYYWRiBNJnpb7K0Wlgfh3iUAxyB99omOQf9OFEEK0CgZrlldW1uq6jiPnGMXVphMra3X8KjKoLA8mrF/H3gRZdCyS5AkhhGh5ul4zXeuNlbXFxSiWaoosvoR3D0cpz8FENfbKYEJ6yfN4ouOQJE8IIUSLUxxFKHoVmtHzJM+alQmALSAck7/RubK2vDSow6+sFR2LJHlCCCFanGqt2T7FG6ddWLMz0QHjie1TlMIjWO0qlRVmWVkrOhRZXSuEEKLF1SZ5minG47asmZlUaP6E944CwHbsIEUlAeh+vvhGBHncvhBthYzkCSGEaHEGWzaaIRxUs8dtWbMyKKw8ubLWkXOQ4tJAzN2jUBTF4/aFaCskyRNCCNHiVGvjt0/RKitxFBY431cdPZnkOQryMRUfpbIsiIiErt4KV4g2QZI8IYQQLU61ZTfqODOtspLiZ5ZStHQxjoJ8dIcDR84xiqp9iQxRKPrLQop+7YStIojQPp5PBQvRlkiSJ4QQosWp1iwcjVhZq1dXoZWVouXmUPT0EqoO7APNgcWhor61Gi0/H4fdh8ryAFlZKzocSfKEEEK0LEcFqqO4USN5hvAIwuY9gRrdCS03h6xlTwEwpnseWl4uhhAzUb1TKS4LJii+k7cjF6JVkyRPCCFEizLYalfWNu6ZOUNEpDPRcxQVAhBosKBGdyJ0XCxF1Sb0oECMAX5ei1mItkCSPCGEEC1KtWYDeHSkmSEikpC773MpC7n7PvTSFIpLgwjoEe1RjEK0RZLkCSGEaFGqNQtdDUA3hDS6DUdBPiX/96JLWcnalzDkZ1BZFkTUAFlZKzoeSfKEEEK0KNWWhcMYC43cw85RkE/R00vQ8nMptpj414Ge2APDahZjHIjCVhFEWB/PT9IQoq2RJE8IIUSLqtkjr3EjbY7CAor+shgtNwdCw0k6GM+xigDst9yHGhaC3WIiDDuBkfI8nuh45FgzIYQQLcpgzcYaMqBR9yp+/mSlleFvNJH0VRTlNhMAa2f+h0BjZ67vV4UPCgE9G/+8nxBtlSR5QgghWo5mRbHnojVijzwA1Wzmg0PxmAwa5Tajy7Vym4mkgz0Z2tOHniHB3ohWiDZFkjwhhBAtRrUdQ0Fv1B55teZ9Pw+AvGdXsuYdrabsq4dQP7iHvL1ZpDLFK7EK0dbIM3lCCCFaTO32KY5GnlsLYDKbMJlNqMczTpb5GwmoTsFeHUj04O4exylEWyRJnhBCiBaj2rLQFRO6T5RH7WilJWjFRScLrBWYHUVUlgUR0U+2TxEdkyR5QgghWozBmoVm7AyKZ38c2Y+mYzTohPpaeGbvEvyqa0b1SsuC5Mxa0WFJkieEEKLFqLZsNA+mamvZ0tNwqD6okZ0IjAhELTyCpkNxZTD+nUM9D1SINkiSPCGEEC1GtWZ5dJxZLXtGOiVaEN2HdANAyz1Ecbk/elgESiM3WRairXMrybv//vt544032L9/f1PHI4QQoqPQHai2YzgauRHyb9nT0zhW7EO3wTVt2bL3U1IaSGB8J4/bFqKtcmsLlZdeesn5N6HAwECGDx9OYmKi8xUXF9eUMQohhGiHFHs+im7zaPsUAN1qxXEsm+Mlnbl4SM3Ur6EoharyEDqf38MboQrRJjVonzxd1ykrK+Orr77iq6++cpaHh4czYsQIl8Svc2d50FUIIcTpGaxZAI3eCLmWPSsTNI28Sn+6D+mGbq3EbM+nvKwrnQbI9imi42pQkrd69Wp27drFDz/8wL59+3A4HAAUFBSwefNmNm/e7KwbGxvrkvSNGDGC0NBQrwYvhBCi7VKtWegoNatrPWA/moaOgiUokuCoILTsn1EUKCkNok9Pma4VHVeDkrx77rkHVa15jK+6uprdu3fzww8/OF8HDx5E02p2G8/KyiI7O5v//Oc/ACiKgt1u93L4Qggh2irVloVu7ASqyaN27EfTqVAC6JTQBd1hQzu2B4BCSyimkABvhCpEm+RWknfs2DF27NjhTPAA/Pz8GD16NKNHj3aWlZeXO0f6al9HjhxB13XvRy6EEKJNU63ZOLyxsjY9jZwyE10So7Gtux49+2fKK01o4Z5tsCxEW+dWktepUycmTpx41nqBgYFcdNFFXHTRRc6ygoICoqLkPzQhhBCuVGsWDv8Ej9rQdR1behrHS0K4sNNP6BnJABgMRoLjo70RphBtVpPvkyfP4QkhhKhD1zHYPN8jT8vPA0s15Q6VbvlvO8v9fW3071d0hjuFaP+aJMlLT0/n448/BsBgMPDKK69wxx13NEVXQggh2iDFUYKiVXp82oU9PQ2A0eemoNrKUToPpPYJoe5VSWCr9DBSIdquBi28+C1N0zh06BD79+9n//797Nu3j/3793Pw4EEqKytdFlrcfvvt3H777V4LWgghRNum2k5sn+Jhkmc7mo4aaOWcHkcAyO56IyU/Lad7sAMz+Wg712K74CGP4xWiLXIryfv5559dErl9+/Zx+PBhbDabSz1ZYCGEEMId6ok98hwe7pFnSz9CeJeatjYf6caCv34GnMvFPQtYcc0+jLvWYes/EcJ7ehqyEG2OW0ne0KFDXc7+O10ypygK48aNIyEhgYQEzx6mFUII0X6p1mw0QygYzI1uQ9d1jv/8C12HVWC3G6jcN4DZ3XxrLtpCOZ6TS+dO+RStfpjQJzbIGbaiw2nwiRcxMTH07t3b5VVYWMg999wDwJYtW5okUCGEEG2fas3Gp/InjBU70VUzpuKa57d11YQtaCwoBrfbshUWk58fjKaDj4+DkJBScvNqdnPw8bETElwGQEGmgaBqGz7+nu3HJ0Rb06AkT1EUBg4cyAsvvOAyUvfll196PTAhhBDtjG4nMO2PqI5SZ5H52NPOn6uijmGJnOZ2c/bMo5SUBnPkSDx9eqdy0TXHsRTt48i+zkSd1x3/cgtl5QH8ergnflkFdO0d49WPI0Rr59bq2jfeeIMuXbqg6zpbt27lnHPO4eGHH6asrKyp4xNCCNFOGCr3uiR4p9JMDUvCqlPTAdizLwGHKRRDcSpmpQSLxUiniq0A7PpxMJpm4ODP6Y0PXIg2yq0kb9q0afz6668sXryYgIAAbDYbf/3rX+nbty/r1q2TBRdCCCHOylTyyWmvVUdMxRZ8aYPas2fWJG42m5GCgXc7y3vGH0XRNWw9LuF4Ts2GyPI8nuiI3N4nz8/PjwULFvDrr78yY8YMFEUhJyeHO+64g2nT3B9eF0II0THphppzZHXF9dk4a8gVVEf9seHtZWQ4f96wOwwtoOZ5vPCwUnQfPw7HTHde7ze4e2NCFqJNa/BmyJ07d+bVV1/lhx9+4JJLLkHXdY4dO+a8vn79eq8GKIQQon2ojvoj1RG3ouhWl3JdDYRTys5Gt9txHMtyvl+/5lM+PRDl3Ag5vfN1zH9so/N6py4RjQ9ciDaq0SdeDB06lK1bt/LBBx/Qp08fZ/mMGTMYMWIE27Zt80Z8Qggh2gnVno9vwT+d7zWfmqlU36IkTCWbG9SW43g2iuZwvldsDhYlRbD88968v7cr0+akk5dR4J3AhWij3Erydu3ahcPhqPfaNddcw969e3nuuecICwtD13V27drFZZdd5tVAz2bz5s0kJiZiNpuJj49n5cqVZ31W8MMPP2TkyJH4+/vTtWtXZs2aRUVFRTNFLIQQHYdiLyYw/X4Uav6/rGPA7j/Qed3h17DNiu3prgsp7u8ayuxuYcQXD8B6cDj3x0Zwf9dQj+MWoi1zK8kbMWIEoaGhp02afHx8mDVrFocPH+aBBx7AaDQ262KMHTt2MGHCBBISEtiwYQNTp07lscceY/ny5ae957///S/XXHMNAwcO5MMPP2Tu3Lm89tpr3HXXXc0WtxBCdAi6g4CMuaj2fGeRggNT2RfO9w6//g1q0nY0jUrNBGEhZ60bNrgHBj9jg9oXoj1we5+8yspKdF0/4wql0NBQ/vrXv3Lffffx2GOPeSVAdyxcuJBhw4Y5nwe88sorsdlsLF26lFmzZuHv71/nnoceeogbbriB1157DYBx48bhcDh44YUXqKysxGxu/C7sQgghTlLs+fhU7zvtdUvYJFAa9vSQNSWVnDJfuvzxKgZfloDxiycp+X4r2369nqnvP0FRUZGzrsHPKKtrRYfUoP+qJk+ezLJly/jss88oLi4+bb0+ffrw/vvvexqbWywWC9u2bWPSpEku5TfccANlZWV88803de7ZvXs3R44c4f7773cpnzVrFkeOHJEETwghvEg3dqIyZh6W0Kuxnxixs/sPwhJ6NdXhN1Ed+YeGtafr2NLTyK/yo8uAWHz8TSjHf6SsJJjoYb0wmn3x8Tc5X5LgiY7K7SRP13U++OAD/vznP3PFFVcQERFB7969ufnmm1m5ciVffvkl5eXlde5zOBx07tyZa6+91ptxO6WkpGC1Wunbt69Lee/evQE4ePBgnXt+/PFHoGZbmAkTJuDv7094eDgPPvggFoulSeIUQoiOzBr6O6piHq0ZtQPKuz1DVcyjVHe6D90ntEFtacVFqNUVFDkCiYwLB1slvuVplBSH0e/Sod4PXog2yq3p2r/+9a8kJyeTnJzMoUOHnM/bpaSkkJqayr///W+gZrPJPn36MGLECOdryJAh5Obm8t///rdJPkBJSQkAwcHBLuVBQUEAlJbW3V09Ly8PgEmTJjFlyhQefvhhkpOTWbhwIbm5ubz11ltNEqsQQnR0BksqmrEznNgzrzHsR2sWXRi6dEM1qKg5+1HRKCwMY0Ri37PcLUTH4VaS98ADDzh/Li0t5YcffnAmfcnJyWSc2JBS13UOHjzIr7/+6kyUVLXRu7S4RdO0M16vr3+rtWY/pkmTJjkXZ1xyySVomsa8efNYtGhRnZHB+oSHh9dJLk+N7UwLUGpjCw8PP2tfovWS77F9kO+xeWjHMiCwn0e/54K8XKy6D52G9Sc8PBz7gSNU2w3k2yIxh9f8P7k1f49GoywCEc3D7YUXtYKDgxk3bhzjxo1zluXm5rJz505n0vfDDz+Qn1+ziup0W694S0hIzcqqU8/RrR3Bq73+W7WjfBMmTHApv/LKK5k3bx67d+92K8kTQgjRQJWHIGrC2eudQcWvv5Jb7kv3Id0AsKX/QG5hMH7xsd6IUIh2o8FJXn2io6OZMGGCS9KUlpbmTPp27tzJrl27vNFVHb169cJgMHD48GGX8tr3/fvXXZZfu3nzqc/f2Ww2gHpX4zZGVVUVlZWVp71e+zfNwsJCr/QnWoZ8j+2DfI9NT3GUEWLNoUKPxebB77n8wAHyq/yI7RFMYWEhamoypcVhRJ0T55zdac3fo+zHKpqLV5K8+sTFxREXF8fkyZMBmmzfPD8/Py666CI2bNjAI4884lxFlZSUREhICCNHjqxzz0UXXURAQABvv/02V199tbN848aN+Pj4MHr0aLf6LiwslIUaQgjhJtWSAoDDt2EbH/+WbqlGKc6n0NqdqJ6RUFmIvzWXoqJuxI9p2F57QrR3TZbknaopl7A//vjjXHbZZdx4443cfvvtbN++nWeeeYZly5ZhNpspLS1l37599OrVi6ioKAIDA1myZAkPP/wwYWFhXHfddWzfvp3ly5cza9YsoqKimixWIYToqAyWVHQMaL7dG92GPeMoCqB36oLBR8WQuReA/KJQBvXp4qVIhWgfmnZVRDMZN24cSUlJHDx4kGuvvZY333yTZ555xrkh865duxg9ejQffvih857Zs2fz6quv8uWXX3LVVVfx6quvsnjxYlasWNFSH0MIIdo1Q3VKTYKnNH7hgf1oOpquENCvFwDq8Z+ptBgpMUVjMDXbuIUQbUK7+S9i0qRJdTZErjV27Nh6p4v/8Ic/8Ic/NGwTTiGEEI1jsKTg8I33qA1LSgqF1b7EDOoKgC19F/kFoQTJKJ4Qdbg1kvfmm29y6NChpo5FCCFEe6XrqJYUj57HA6g+dIT8Sj9iB3QGXccndy9lxWH0OF+exxPiVG6N5N16660oikJISAgjRowgMTGRkSNHkpiYSGysLFkXQghxZoo9D1Ur92zRhaZBbjYFlkjO7x2NUpqJr15BYVEYCSP7eDFaIdoHt6drdV2nuLiYrVu3snXrVmd5586dnQlf7T/r25tOCCFEx2WwpAKgeZDkOXKOozps2CNi8DEZUNP2AJBTEs7w2Na7+bEQLcWtJO/Pf/6z85SLU/ceOnbsGBs3bmTjxo3Ost69ezNy5EjWr1/v3WiFEEK0SQZLCrriX3OkWSPZM2qOM/PrXbPoguyfKC73xxbRuUl3cBCirXIryXvyySedP6ekpLicbrFr1646G/4eOnSIw4cPS5InhBAC+M2iC6XxmzpYU1Ipt/kQPaRm8YYtbRdFhWFEDIrzUpRCtC8NXl3bs2dPevbsyc033wzUnM/6yy+/OBO/nTt3snfv3iY/zkwIIUTboVan4PDz7LjIygOHahZd9O8MDhv+pYcoLu5Lz0kDvBSlEO2Lx1uoqKrK4MGDGTx4MHfccQcA1dXV/Pjjj542LYQQoj3Q7Ris6VhDr/SoGS37KPnV/gzrG41aeBgfbBQWhhI3xLNtWYRor5pkM2Q/Pz9GjRrVFE0LIYRoY1RrNopu9WjRhVZWik91OdbgThj9jKg5e9A0hVxrNKYg75w3LkR70242QxZCCNE6GbxwZq39aM2iC1N8/In3uykpCcSnq2zjJcTptItjzYQQQrReBksKmiEM3Ses0W1YUlKxaSphQ2r2w9MydlNaFEZsouyPJ8TpSJInhBCiSaleOM6sYv+v5Ff6EjswFqwVBFRnUlQURo/zE7wUpRDtjyR5QgghmpTBkuLR83gA9qNp5Ff5E9OvE2reflRFJ78olJDeMV6KUoj2R5I8IYQQTUerRrVm4fDz4Dgzmw2f0nyqzJGYzCbU4z9jtRso9IlFNcqj5UKcjvzXIYQQoskYLOko6J4tusjKREXH2KMHAJaUHygvDCGobzdvhSlEuyQjeUIIIZrMyZW1cY1uw5qaiq5D0MB+NW3m7KG0OIy4Mf29EaIQ7ZYkeUIIIZqMaknBYYwB1dzoNsp/OUixxUTMkO5QmU+AVkhhYSgx5/b2YqRCtD+S5AkhhGgy3lh0YU1JIa/Sn5j+nTHk7AUgpzQC/86N35JFiI5AkjwhhBBNxmBJ8eh5PF3XMRQep9I3DL9AX/SsH6moNlEd1hVFUbwYqRDtjyy8EEII0SQUewmqvcCjJE8ryMdHs6LE1iyyqD7yA+WFoUSd49nooBAdgYzkCSGEaBKqJRXAo+1TrGlpAAT27wu6jn/xAYqLwogfM8AbIQrRrkmSJ4QQokkYLEfQ8UEzNX6rk7Kf91NlNxA9rDdKSQZ+ShWFRWFEDOzuxUiFaJ8kyRNCCNEkDJZUNN/uoDT+yaDqQ4fJq/Qjpn8Mas4eAHIsnTAG+XsrTCHaLUnyhBBCNAlPF10AKHnZlBlCMYf6Y039H8VlZgxdZRRPCHdIkieEEML7dB2DJdWzRRdVlfhay9CjuwBgP/o/iovC6DKyj7eiFKJdkyRPCCGE1yn2XBStwqMkz5aeDoB/317gsBFclUZRUSjdRvXzVphCtGuS5AkhhPA6Q/WJ48w8WFlb+vN+7JpC5PD+qAWH8VHs5BeFE9wrxlthCtGuSZInhBDC6wyWFHTVjO7TqdFtVO7/lcJqX2IGdYVjP6FpCgWGLqg+Bi9GKkT7JUmeEEIIr6tZdBEPHpxKoWVnUqIHERgRQNXhnRSWBBHUL96LUQrRvkmSJ4QQwus8Ps7M4cCvqgBHRM3UrHrsZ4qLwuhxQX9vhShEuydJnhBCCO/S7ajWox4lefZj2RjQ8I3vCdYKQhzHKCwMo9MwOc5MCHdJkieEEMKrVGsmim5D8yDJK/15PwChwwei5u5DUSC3LAL/TqFeilKI9k+SPCGEEF5lsJxYWevb+OfnyvYcoNRiJGZ4PI6M3VhtBiqD41A8eMZPiI5GkjwhhBBeZahOQTOEo/uENroNR0Y6RY5AgqOCqDq0k8KiUKKG9vJekEJ0AJLkCSGE8CqDJcWj/fEATKV5WENqtl/xK9xHUVEocWMGeCM8IToMSfKEEEJ4lerhcWaOoiJ8sWDs3gOlIo8gtYSCojDCBnTzYpRCtH+S5AkhhPAerQrVlu2VRRfB5/RHydkLQK6lM8YAP6+EKERHIUmeEEIIrzFYUlHQPRrJK/5xHxaHSqcRCVQd2klFlQmli2ydIkRDSZInhBDCawyWVHQUHL5xjW7DlpZGkTWA0C6h2NP/R1FRGN1GJXgvSCE6CEnyhBBCeI1qSUEzxoLa+KlVn6LjVAdEogDBFYcpKgojNrGP94IUooOQJE8IIYTXGDxcdKFbLJgdZahduqGUHMXPYCGvKIyg+E5ejFKIjkGSPCGEEF5jqE5B82D7lNK9B1EVCBzYD7J+AqDQ0B3Vx+CtEIXoMCTJE0II4RWKvRjVUejRSF7Rrn1oOkSNGkz5we8oKTMT0E+maoVoDEnyhBBCeIU3jjOrPnSYYqsf4fHRKFk/UVwURtwF/b0VohAdiiR5QgghvEK1pKArJjRT18a3kZdNpV8EimYjzJFJQVEYUefEeS9IIToQSfKEEEJ4hcGSgsPUAxSfRt2vaxoBtmLo1AW14BA+qoO8sgj8okK8G6gQHUS7SfI2b95MYmIiZrOZ+Ph4Vq5cia7rbt1rt9sZOXIkY8eObdoghRCiHTNYUtE8mKqtOJKOUXXg37c31tQfcGgK5UG9URTFi1EK0XG0iyRvx44dTJgwgYSEBDZs2MDUqVN57LHHWL58uVv3L1u2jOTk5CaOUggh2jFdqxnJ82Blbf73ewCIHDWEil+/p7gkmKhhfb0VoRAdTuPG1FuZhQsXMmzYMNavXw/AlVdeic1mY+nSpcyaNQt/f//T3vvTTz+xdOlSOnfu3FzhCiFEu6PaclC0Ko9W1lYeOIRu96HHgDhsW/ZRWBRK96vlpAshGqvNj+RZLBa2bdvGpEmTXMpvuOEGysrK+Oabb057r9VqZfr06TzwwAP069evqUMVQoh2S/XCylr9eCblPqGotgrC1DwKCsMIS+jmrRCF6HDafJKXkpKC1Wqlb1/XIf3evXsDcPDgwdPeu2TJEmw2G4sXL27SGIUQor0zWFLQ1UB0n+hGt2GuKkCLiEXN/QVFgTxrDD5mXy9GKUTH0uana0tKSgAIDg52KQ8KCgKgtLS03vuSk5NZuXIlX331Fb6+8j8RIYTwRM1xZvHQyEUSVcfzCTBYsPTqSdmB7zDYDDhi5Hk8ITzR5pM8TdPOeF1V6w5WVldXc9ttt/Hggw8ycuTIRvcdHh5eJ7k8NbYzrfCtjS08PLzRMYiWJ99j+yDfo2e09HQIGdbo39/BT74DoNvYUejfL6aoKJR+l45ocHtt4Xs0Go0tHYLoINr8dG1ISM3+SWVlZS7ltSN4tdd/6/HHH0fTNBYsWIDdbsdut6PrOrquO38WQgjhHl2zQVUqirnxI29FP+7FpinEjhqCueQAhUVhdD9PFl0I4Yk2P5LXq1cvDAYDhw8fdimvfd+/f93jcN577z3S09MJDAysc81oNPLaa68xY8YMj2OrqqqisrLytNdr/6ZZWFjocV+i5cj32D7I99h4anUKwbqdUkc0jkb+/qpTj6ApwZQeP0KQTxn5xQl0C/dr8PfRFr7HioqKlg5BdBBtPsnz8/PjoosuYsOGDTzyyCPOTTOTkpIICQmpdzr2v//9LxaLxaXs7rvvBmDt2rXEx7u3OqywsLBOO0II0dHUnlmr+fZqdBu+ZblYI7rgyNwNQKHaA8XQ5iebhGhRbT7Jg5rp18suu4wbb7yR22+/ne3bt/PMM8+wbNkyzGYzpaWl7Nu3j169ehEVFcXgwYPrtFG7UGPEiBHNHb4QQrRpBksqmk8UuiGoUfdXl1QSrFZSGhdH6b7vMFT54t+37iyMEKJh2sVfk8aNG0dSUhIHDx7k2muv5c033+SZZ57hscceA2DXrl2MHj2aDz/8sIUjFUKI9sdgOeLR/ni5O/ZgUHWChwyAzN0UFYXR44IBXoxQiI6pXYzkAUyaNKnOhsi1xo4de9bFFNu2bWuCqIQQov1TLSnYgsY2+v6SH/fhB0SNHIjvnqP8WtiT2ME9vBafEB1VuxjJE0II0UIclRhsxz0aybOlp1Gu+2PUCvDzsZJXHol/VN2dEYQQDSNJnhBCiEYzWFMB0Dw4s9ZYnIMlMJqqQzsBKA+STZCF8AZJ8oQQQjSaoToVHRWHb1yj7rdWWQmmFLVLN8oPfEdJWQCRw+R5PCG8QZI8IYQQjWawHEEzdQG1ccdD5vzvV/x9HAQNTsA37xeKCsPoep6M5AnhDZLkCSGEaDTVkoLDg6naov/9AkDEuf2INBynoCiU0H5dvRWeEB2aJHlCCCEazWBJ9SjJsxw5gkX3waQU4aNq5Nti8DE3blRQCOFKkjwhhBCNotgLUR3FaB6srFXzj1HlF0Hpvu04HAr2zgO9GKEQHZskeUIIIRql9jgzRyOPM7Nb7QQ5ilFiumI5kkxxSTBdR0mSJ4S3SJInhBCiUQyWFHTFhGaKbdT9Ob9kEOprxT+hD8Flv1JYFEb0sMZP/QohXEmSJ4QQolHU6pSarVMUQ6PuL9i5B4CIc3oS4VtEfnE4QT2ivRihEB2bJHlCCCEaxWBJ9WgT5MpfD+PQFQyGQgCKDD1QDPLHkhDeIv81CSGEaDhdw2BJ8+g4M+V4FlXGEIp/+Q6rzQdTn8FeDFAIIUmeEEKIBlNtx1D0qkYvunDYHJgthWhRsSgZuykqCqXH+bLoQghvkiRPCCFEg6nOlbWNm67NO5xLuF8Vfr17EW5Po6AwlPBB3b0ZohAdniR5QgghGsxgSUFTg9B9Ihp1f27yPoyqTvjAzgSbKskrj8IvItjLUQrRsfm0dABCCCHaHkN1CppfT1CUBt1nrbSyOHEFAPcOVXA48gCoCJbzaoXwNhnJE0II0WA1x5m5v+hCq6zEUVjgUlat+lOWspuy0gAiBg/wdohCdHiS5AkhhGgYzYpqzXB70YVWWUnR8r9Q9NQiqrNznOXVQZ1RU/eTd7g70SlfolVWNlXEQnRIkuQJIYRoENWagYLD7UUXenUVBQeOouXncvzP8wk0WgHYuN1I6f5QFM2AaqtGr65qyrCF6HAkyRNCCNEgBssRADTfOPfqh0eQdDCeYouJUF8r1/dLJSagguv7pRLqa6XYYiLszwsxhDduEYcQon6S5AkhhGgQgyUFzSca3RDk9j0Pb3+c7s+uQImIItTXyo0JKYT6WjGYrOR2HYEhIrIJIxaiY5IkTwghRIPULLpo2P54JrMJv64x6BOnu5SbOxXQ5eJR3gxPCHGCJHlCCCEaxFCdgsOv4ceZOQrysb75d0A/8YKyrGjCe4R6NT4hRA1J8oQQQrjPUY5qz2nwcWaOgnyKnl6CyVJKWGwucYkHCAgvAs2A7Y0XcRTkN1HAQnRckuQJIYRwm8GSCoDWgD3yHIUFFD29BC03B9W3mpCYPBTdQVR8FnZVRcvLpejpJXX20RNCeEaSPCGEEG4zWFLQMeAw9XD7HsXPHzUoGIsxAP8ux5yHZCgKVPbwQY2KRg0KRvHzb6KoheiYJMkTQgjhNoMlFc3UFVST2/co/v6UXH0rnxUVEh1eQaVV5dltNQs3+ofs5t3SEIx33o/iL0meEN4kZ9cKIYRwm8GS0qCVtbqu8809/0fl4RTuHJ8OwKGD/eha0JtjOWXEdMpjWtS3fDnFTtjgOM5ffTdKA8/DFULUT0byhBBCuEfXURuY5DmqbZTsz2DQgAP4+VkpLQ3k10O9AIVdPw7GoSnEds4lNuY4RXvScVTbmi5+IToYSfKEEEK4RbEXoDpK0fwatkeev18VvXvVLNhQJz1F4lPnc/3EDzH26ox9aM2+eUMGHfB6vEJ0dJLkCSGEcIvBkgKAowErawFsdiM2qxEAo/UY+p4NVFb5ETZ8FIbSNAAqKuV5PCG8TZI8IYQQbjFYUtEVXzRjbIPus9t9+HnvAABMO16ka/X/SE3rTlxcAT5pX2LXVH78eWBThCxEhyZJnhBCCLfUPI8XD4r7f3TYLDXP2KWkdedAXgiKrQKDonM0pwcRqa8A8NauWMrK3D8HVwjhHknyhBBCuKWhK2sBDm379cRPCss+i0fTQVWh77n7UMuyyCkz8er33b0frBBCkjwhhBBu0B0YLGloDUzyjn28zfmzGhrPB3s6A9Av7CgAf/2qJ5dfe6HXwhRCnCRJnhBCiLNSbdkouqVBiy6qSqsJyD65avaKSgdK+lAslppFGMdzIxla3YfeO/Z7PV4hhCR5Qggh3GCoPrGytgHbp+z76Efig0sIiglwllmtJnYkDycruxM//O8c4OTGx2GDe2DwM3otZiE6OjnxQgghxFmpllQ0Qwi6Idztewo//ZyuBp0LVt9D9id/Jz7rbbbsvJpzXl2DYlA5dZLW4GeU0y6E8CJJ8oQQQpyVc9GFm0lYaV4ZEcWHqe4Zh09YOOGZ/yUnL5ru112OMdCviaMVQoBM1wohhHCDwZLSoEUX+9/fQdegCsKuuJySn76gk18xR9Lj6X7ViCaMUgjxW5LkCSGEODPNgmrNatD2KeXbvsSBgcCLxlDyxSuUlJnxOWccppCAs98shPAKSfKEEEKckcGajoLD7ZW1eWkFxNqOYo0bgGYtpzd7SE2Lo/dk2SpFiOYkSZ4QQogzUi2pgPtn1h769zYi/C1EXXMlmRtfRkXnuDKCkL5dmjJMIcQpJMkTQghxRobqFDRjZzCcfapV13Vsyduxqn74Dx1KROZHZGXH0PPGK5ohUiHEb0mSJ4QQ4owacpxZ9i9ZdDccRx9wLrn/+4zO5hKOZPch5uJBTRylEOJU7SbJ27x5M4mJiZjNZuLj41m5ciW6rp+2vsViYenSpSQkJBAQEEC/fv1YsmQJVqu1GaMWQojWryFJXtq/thBgtBN9/e+p/PI1SssCCLzoGlSj7NglRHNrF0nejh07mDBhAgkJCWzYsIGpU6fy2GOPsXz58tPeM2vWLP7yl78wY8YMNm7cyO23386yZcu45557mjFyIYRo3RRHGao9z63n8TSHhvLLD1SZQtBCA+hn3EdKWg/irxvdDJEKIU7VLv5qtXDhQoYNG8b69esBuPLKK7HZbCxdupRZs2bh7+/vUr+goIC//e1vLF++nEcffRSASy+9FIC5c+eybNkyoqKimvdDCCFEK3Ry0cXZR/LSvjtED78CGPk7jn7wf5yDTlHEWPpEhTR1mEKIerT5kTyLxcK2bduYNGmSS/kNN9xAWVkZ33zzTZ17SktLmTlzJtdcc41LeUJCAgApKSlNF7AQQrQhBksKOgY03+5nrZu94VOMBp3oiVfQJedTsrJj6HXLVc0QpRCiPm0+yUtJScFqtdK3b1+X8t69ewNw8ODBOvfEx8ezZs0a+vXr51L+wQcfYDQa67QlhBAdlaE6pSbBU4xnrGe32jGn76E8MIZj+5PpFFhGatFAwofENU+gQog62nySV1JSAkBwcLBLeVBQEFAzaueO999/n9dff52ZM2cSFhbm3SCFEKKNcnfRxeHNu4k1lxIw9hJs375GWVkAERNuQnHzrFshhPe1+SRP07QzXlfVs3/EDRs2cMsttzBmzBhWrFjhrdCEEKJt03VUS4pbiy4KPtyCjop/4kAGmH/lyNE4ul1xbjMEKYQ4nTa/8CIkpOaB3rKyMpfy2hG82uun89xzz/HII48wduxYPvjgA/z8/NzuOzw8vM4I4m9pmnbGbVxqE9Dw8HC3+xStj3yP7YN8j3XpluPoWjnmiHMIOMPvpbq8mtD8X7HE96V0y3qiFdAG3kB0l87NGG2NtvA9Go1nnvoWwlvafJLXq1cvDAYDhw8fdimvfd+/f/9679N1nVmzZrF69WpuueUW1q1bh8lkavJ4hRCitdPL9qJnvw4VNc8064f+jJ4aCIGDUbrMQAka7FJ/z1ufEeVfRdDE3+PYdj9ZxTEMXHhdS4QuhPiNNp/k+fn5cdFFF7FhwwYeeeQR5/MfSUlJhISEMHLkyHrvmz9/PqtXr2b27NmsXLmySZ4bqaqqorKy8rTXa/+mWVhY6PW+RfOR77F9kO/xpKDDD2OwZZ0scJTWvCzZ2KpyKO/xgkv93I8+woSR4qI0hgWV823+pUQE+rTI77ItfI8VFRUtHYLoINp8kgfw+OOPc9lll3HjjTdy++23s337dp555hmWLVuG2WymtLSUffv20atXL6Kiovjxxx9Zvnw5iYmJTJ48me+//96lvQEDBpxxGrZWYWEhFoulqT6WEEI0O8V23DXBO4UldILL+7K8MjpVpmHpMwg1+U3KTAHETL61qcMUQrihzS+8ABg3bhxJSUkcPHiQa6+9ljfffJNnnnmGxx57DIBdu3YxevRoPvzwQ6BmoYWu6yQnJzN69Og6r127drXkxxFCiBZjLD/5l15NDXS5VhV1B7aQ8S5lR97ZTKDJhv+Y4QwMPcLh7N5Ej3LdnkoI0TLaxUgewKRJk+psiFxr7NixLgsglixZwpIlS5orNCGEaDMcfn3QFRPodlSt3FluCb0aS8T0OvVt339LhSGA4j2f0MugoCTehOLGrgZCiKYn/yUKIYRwcvgPoKLbChRct6cyln+PT0WyS1lBSg6d9WPYE4bRt/obMrNj6HG960ifEKLlSJInhBDCSbWkE3j0Qed7h2/N6UGqPRdT6RaXuunvfISvQcPSSSU6uIKcgIswBbmeFS6EaDmS5AkhhABAseUTmH6fS5nDGOP82RYwwrX+nmRKjBH4HfmIsrIAuk29vVniFEK4R5I8IYQQAARkL0F1uB4FaSr/2vmzLfBC58/Hdx8hxqcAe99+DIxM50hBf4L7xDZbrEKIs5MkTwghRA3H6fdvswaNBYPZ+T7r3x8CClVVB1BQ8L9MRvGEaG3azepaIYQQnqmKeZjAtHuxBl+KLfiSkxcUA3bzMOdbTdPxS/mJopBYEgzfkHE8ltj7x7RAxEKIM5EkTwghBAC+BW+h+0RSFfMYqL6nrZf5+S6iTOVkd+5EVEgF2UG3EOVjaMZIhRDukOlaIYQQGCp/wlT2FVXRfzxjggeQv+kTrJqBoOpdlJYF0HXaHc0UpRCiISTJE0KIjk7X8M95CbtfArbgy85Y1W61E5JzkKLgzgzsnEVa1Tn4RZ79GEghRPOTJE8IITo4Y+ln+FQfoKrTvaCc+Y+FtP9sI8hoAXMOAKHX3nfG+kKIliPP5AkhREemWfDP/RvWoAtxmIeetXr51i9QHSb6hBwkI68rkeee0/QxCiEaRUbyhBCiA/Mt/BeKvZDq6JlnrWsprSS8LJXKUF8iQiqoTrgeRVGaIUohRGNIkieEEB2UYi/Er+CfWMInoZm6nbV+2jsf42dwEBqQTml5ALE3Tm+GKIUQjSVJnhBCdFB+ef9AxwdL5G1u1bfu+IYSfOkdc5xMzsPgZ2riCIUQnpAkTwghOiC1OgVT8YdYom5DN5x9dWxFVh6R1mOooWUARN3yYBNHKITwlCR5QgjRAfnnrkEzxmAJm+RW/aNv/RdF0egenUVGUQ/M8b2aOEIhhKckyRNCiA7Gp3wnxoqdVEffA4rRvZv27KTSF0KDKyBxWtMGKITwCtlCRQghOhLdjn/uS9j9h2ALutCtW4p+OUIERagR+ZSUBxJ51eQmDlII4Q0ykieEEB2IqfgjDJZUqjr9Cdzc/iT7X//FoWh07ZxHbuBFKAY5p1aItkCSPCGE6Cgclfjl/QNr8Hgc/glu3aLrOr5HfoKQSgCib5ndlBEKIbxIkjwhhOgg/AreRNEqqIq+y+178r7+H8FqBZ0655JZ3hufqJgmjFAI4U2S5AkhRAeg2HLwLXwXS/hN6MZOp62nVVbiKCyoeVNdTP7Gj8G/mqDASkwjb0arrGymiIUQnpKFF0II0QH45/4dXQ2kOmJqvdd1XcdWVELZ88+gl5WiX9CbuKy/UVrQn7CQCvLyw7GmfUPxjj2EPjof1Wxu5k8ghGgoSfKEEKKdM1Ttx1S6mcrOj4KhbnKm6zrb/7SW8v1H6N8pG7NfNV3TvgQjXDJ0P198MYZY/3L8jLlUF5QSXFUpSZ4QbYBM1wohRHum6/jnvITDNx5r6FX1VnFU2yjam47N4cOBnFiCY/LwMToAUBUYPWI3fkYb1TYf9mVEg/nsJ2QIIVqeJHlCCNGOGcu+wqfqZ6qi7wPl7FufpGt2QjrVPJOXm9IVzaFgDq5ADS7nQE4sVodMAAnRVkiSJ4QQ7ZVuwy/3ZWwB52EPHOnODUy64AdUBfamdKWiMJTiY9EARHQ7jq7oTRuvEMKrJMkTQoh2yrfwfVTbMao63etW/Z5xR+nRqRCHXcW/JBCAkpwIrNUmAv0tDBm0vynDFUJ4mSR5QgjRDimOUnzzX8caOgHNN96tewb2PwhA0bEoVIcPxRYT/9rfm+KSmo2Te/VMI9BftlARoq2QJE8IIdoh3/zXUbBTHXW72/eUldWM3vkHVmIwWUk6GM+xigACLxwAgN1qpGd4LlpRYZPELITwLknyhBCinVGtGfgWbqA6Yhq6T/gZ6+q6TurzrwDw488D0TQICCujqn8wj3wzh/tevwzTwX8BcDy1K3aHEfz8mvwzCCE8J0meEEK0M365L6P7RGAJv/GM9XRN49fHlxO49ysAiktDOHSoFwBdLPvYcvViAt+fi4+ikX0smuQDCRzMiUH1lz3yhGgLJMkTQoh2xFDxI6ayr6mK/iOovqet57DaOPDgAkKP7ibd5kdYaBEAe/f3o7LSj8DASi66YAcxnfJwOFR2/zQIm8NI8KB4DH7G5vo4QggPyIZHQgjRXuga/rkvYfdLwBZ82Wmr2coqOfzQfEKrj5PrAxef9z8qDLEoU+ajB3aGI5vh8zl0iq7ZL8824g7GzKxZoWvwM6IoSrN8HCGEZ2QkTwgh2glj6RZ8qg9S1elPoNT/v/eq3EKO/Gk2wVXHsYWWMWr4XkrDzsPnvv9giOqOj78JfeDvcXQ9DwAtKBbHqLvx8Tfh42+SBE+INkRG8oQQoj3QqvHP/RvWoItwmIfUW6XkUAY5ixYSqFYQ1OM4nTvlU9j7dnx/Nxt+m7wpCpbLnsL03QvYzpkCRv9m+hBCCG+SJE8IIdogn4r/EXD0ERQcLuWmsjzIWkRll0Uu5bnJ+yh7bhmBvpV06nUUP7OV0kuexXfIlfW2rwfHYrliWVOFL4RoBpLkCSFEG+SX90qdBK+WT8UPoOvO0bmjn+5Ae301gUHldO2TTrVmxjrtTXyi+zRnyEKIZiZJnhBCtDVaFT5Vv5z2clXMHGeCd+jNT/D/aB1B0UV0ic8k196LgAfWo/iFNFe0QogWIkmeEEK0MQZLivNnu29ffCy/Ot9Xdn4YW9CFAOx5/h0if9hAaI8cIjvnk+F/GeF3rALV0OwxCyGanyR5QgjRxjj8ErCEXouxdKtLgmcLHI015HJ0XWfXE/9H96zPiOyXhV9AJZnx9xN+9cwWjFoI0dwkyRNCiLZCs+BT9h1q/jYMld+i+lhcLhvLv8MvbSHbngsnwbadyIRM7KgUjltD2DkXtlDQQoiWIkmeEEK0Zlo1xvIdGMu24VP6HVtW9AZN54q5JxM8rcCKGmECwJ71I46UvnS+NJX8yghMM/9JQGS3FgpeCNGSJMkTQogmZCzdhmo7DroG2GoKFV8cvj2xB46s/yatqiaxK92Gsfw7FL0au28fKoKmYC3/H1cv+dGluhJ88n/lFft8iQks40jxAGIXvIFi9GuaDyaEaPUkyRNCiCbiU7adgKwn6r2mo1DWcz2ab/eaAq3ylMTOgt2vL9WR07EFj0UzdcVeZeWcie/XaUsxnjzdovIXEz6qg6i7n5cET4gOrt0ca7Z582YSExMxm83Ex8ezcuVKdF0/4z1vv/02AwcOxN/fn/79+/P66683U7Q1dFsVWtp3NftZeVtlPmreAe+3CyhFaSglmU3StpqzB6qLvd+w5kDN3AkOm9eb1qvL0DJ+8Hq7AErZMZSCw03TdsEhlPIc7zes66jHdoO1wvttO6yomcknRsW8S0v9Fvu2VWC3etyWruvYq6z45L5z+jo+kWiqP8aSrZgzHyfk14kEZC1CtR2jOnIGpb3epjz+FSyR09BMXQGoLK8ia2/Y6T9DtgUfQzkHcmJRwyM8/hxCiLatXYzk7dixgwkTJnDTTTfx5JNP8s033/DYY49ht9uZO3duvfckJSUxdepUZs2axZVXXskHH3zAjBkz8PX15eabb26SOHVdx1F9MsmwfvQgHN6CYcSfsAy7w1nemAPAXdq2VxH03hSUsmwqrlqDo8uoRrd7attqcRqBG24G1UjZ5CT0gGivtW088in+n8/FEd6X8klvgurT6LZP/V377XgW3z3/xNrvWqouWugs97htXcO6YQZkJqNcuABbwnWNbvfUtpXqEgLfuxGlupTyia+jRQ3wWtuG3D2YN/4B3S+MsskbwDeo0W2f+rs27fsX/t8+jT0mkYrfr3Xu1+aNtv23LcB0aBPV58zAMnKWs9zTtpXKfGz//gNYyzCUlmE5926P2t3+p7WU/pLCLf/348lyi4bie/Lv1d/9I4bRt92CihW7XwLVUX/AFjQWzRRbb7sVRZV89OoXDM2pwralgEqLkcM/9ifIUJPwBkUVEtmjgPCu1Si/1L9JshCiY1H0sw13tQFXXHEFxcXFfP/9986yOXPm8H//93/k5OTg71/33MV+/foxdOhQ3n33XWfZTTfdxK5duzh06NAZ+ystLeXTTz8lMTGRgIAAt2Ks/R9/0d50AHomZDDysn0AaJrKz78kYLWacNhUyqzDGf3CPW7/4XJq24kX76XX4CwAqqt92fNLAjoKhrCu9H1scYP+0HJtW+eKyd8R1qkMgILCUI6kxgHg8OvNoIXzGt220WTl6ulfY/KzA5Ce0YWc3CgAqhjI8KdnN/r3Edm5gEuv/8F5NOe+A30orwhA1xTKbEM5b9WfGt12wrAjDL2gZqTNbjfw897+2B0++EZ3pueDT6Go7g+Wn9r2mCt30bV3HgAVFWZ+OdAXACW4Bwnznmj071pB4/fTviEwtAqAnNxI0jNqRopspr4MWTyn0b8P/8BKfj/1W3yMNYnHkdQeFBSGga78f3v3Hh5VeS96/LvWmlsmk0wyuScQEpIQwv0mINutVkFqRbf0WPD0dtRT79XurR7rUzlSD22PVbdPpbpP2+2jj+5LEQVru31UtiIqZXORqAQTSAKESy5A7pnMfdY6f4RMMhAgGRJiht/neXieyVrv+vHO+87K/PKu912Lbn0a857++5hjjyts4oobvjy1DyoqJ+Pz2dDDCl3+OSx8/r4hx+786hCaKcwNj35G4vgzRwe9XXYCM36HYSsYVFyAkDfAf17/vynNrmfmI4fREhX0AKiWvjIHXkun46CDol9dgzJ+Kbolp+/4QIgTVfW0fl6Fe98BjIYDpKkNpCV18kmjhWtKOsnNOc7umgl8sGMmKyb33DNP1cKMm7EPTTP4dNt8pr/8O8x266DrHS9cLhcAra2to1yTs+vu7mbXrl0sXbqU5OTk0a6OiGNjfiTP7/ezZcsWnnzyyajtt9xyC08//TRbt25lyZIlUfvq6uqorq4e8Jj169dTU1NDScnwPu4n7AvStvcwmqJjMgdYeM9hVJsjsn/ejCOR11/+2UfY9yNMCZaBQp0zdmZ+C6X/vQPoie0ALp934FTJWjratmG4/iames+8toaMa41I7CxCZF15KsEJHKDDfQdaUnZMsa+97Uvsc/rmDxVN66CIDgA6m44R8D0w5PYA0JQw37ivCnNmX1vPmNYYeX3wv9oJ++6Oqa3tDi9z72xEUXtim4D5s+pOlazFfXIjoaxbBhX39NgTpjVQcLOX3rZ2AosW9F62raW949uQMj2m2Atv/oqUK7RI7Dx85NETO+A9RKfnPkyJg/viiW5rnSV37sFWao/sL53WArQAcKK2ibDv/pjaWtOCXHFvLabkvn6cM71vykDlf3YT9t05pNidXx2iNKuRzKnNAyZ4AAlJHoIt5Rh5BecPqgdQg/WYuw6iqjqpaW3on7WhTE9CdZkjxYyATtrEDrrrEjjROo+TO/bS9vk6bM3VpJlP4ErsIsvhYZzNjzkjgCk3FDk2T8+i5kAhuTnHmVN8mHTdgd7Vk9im5JxA0wzcbjtNxzOYEcNorxAivoz5JO/gwYMEAgEmTZoUtb24uBiA/fv3n5HkVVVVAZzzmOFO8qDnS7A0q5GsOUdRbWf/BexpGdwX1ZmxG5j0rQOcq1tDIQdDvde9puhMzjlG6bVNZ42t+1TCASWm2DMKDpA+5+zzoIwuBd3rgUF+gfePPXX2l1gzz97WNl9wyLF7+3H8lXUo6tljh/Szz506d+wGpiytBcwDltGDCqGgbcgnr6boTMk7QsHV7ZxtOq7uVtF9QRjcAHVU7AmFVSSXnv0yoebWCcfY1mll9ZiSz97W3c1DH7FSVR2TGiL7inbO9rl211nxzZhPpMaGgRJqQQscRQ0cQQ0cQfMfQQ0cRQ02oaBz4qQZnTm4xjeh5lijErywBzS7SsoVQT75s4vidfczM7MLc14AZXzPRZVwWMXdbafZ76IznIeeVkxi6Sxc8xYyQ0vgg2X/h/qGLPJyj5OZe4h9e0opb3Vyx9y9ALQezcakjPkLNEKIYTDmk7yOjp7RntOHvJOSeuYYdXZ2Dssxw0FVdRISPGTP6gZ6Rq2+Kk9n6pzmSJmT/+XgyGdpDDXFVFWdlLRWEif3fXkfq3MwrsAd+fnwm2lYbsvgzIvX54+dPaEeLbXv4+LzatgS+r7Q6/49nZSfDu2Lxe8LoKphxs8+Bqe+Rg9XJzNhUl/7BzsUjr3lImOeb4i1BovFT+nlrXDqHVeVuyib03cJx11toXmrg+ybhxZbVXUSHV2kTQ9E6r2/IpXS6W2RMo0fJONbOpHUnLMEOUfs9OyT2Ir7EoOTTQlkZHsjP9e9nk7ifY4hnbyGYaCqOnklxyLzwrq7TCQm9Y0SGTrU/TEd1/8e+uIUTQsx4/JGetu6piKVkn7t4T+u0fBuCllXDb2tbVYfeXM7I7ErdqczfW7fOdNabufg1gwKh1jnYNhEIDGI1i+hDYcUNFPP51h3h/ngxTJm//IdUjjRk8j5j6Aanp79uoK3y4a7zYy/FYJtDoxOnYOHVYoKD5M4UUeblBSJ7a6x4ijpu7ddXk4DDR47WncaAUsx1oKZJE+fizW/GJNmwgW4Tquz4g1g1kJ4GtPQs06QkOThQEjjqrlfoSjQ0pxMuNvO5KwG9LZWSBj8yLoQIv6M+SRP18+9yk4dYE5ULMcMh2DYRGJOC+in/mIPKlEJnt7kp36ni2DYROPH76FZBjcuFg6E0QFX/nEMjxnFqhLyKVEJXnh/Nwf3FnF8w3vMmJE16Do3NXZhS/DhymvGCKagmFWC3Sq2xL4EL7Czi301M8na/leSUgZ/y4Zt245SknOChGQPhtEzwT1vfF+djbCBf7uHyiO5TN6zE23f4NsDoLT0ACatr579Ezy9PYi33GBfUx7KEGMHwxrOcSch0PM5CvuVqAQvfMTH0fJsdhx/h2uvGXzq4e8OoGg6rnFNGG47isNEyKdEJXihii5qKycTenczBRNTBh27tqaVZGcnzuw2jHAqiqZgUaLPA/9fu6g6OIfCz7dj2TfwKOLpets6f0I9NnuQ3kRsYml7pIzh0/Ht8FF1LA+G3NYmrFltKJxKvMJEJXj6yQCN25MJhs00rP+/aFoIhQCqEUA1gihKCIUQqhpCNUIoahhVDWOEDayW8ZSVVRM+qBDKTcGWqUcSPAD9Kzf5ecfY/X4dNy1qwejWCXtChD0h8IbAq2MxoP+4pG5X0DMTafcWYpqeRH/9E7zwER8ebwIZq9aSVZo3qPaI/B+6is+XQHN9Npn5jdx8RTkmTScU0ti1ey4TktsI6RrY5PYpQlzqxnyS53Q6Aejq6ora3jsa17v/Qo8ZiMvlOuekWV3XI7dxCXr8JCR4yck5gX4AWhpcZC7yRpU3ggYTi4+wt6qMsuznMFkHd5sIn0elJXsCiXYvvvIA3oxc0mZ4+uIaBihQUHCYDqOFKTntg4oL4D2eSEahGdUwaHjfwDnLgmNc36VV3aOjWiE3rxGn5feU5Ax+pGZXOI2SomboCrP3LQel13mxOPres9EZwpYSwJnaOaT2CPlV9rCQ4ol16PU6u2smMP/vWk57YzopOW2EYcixDzunkJbWRng/NNe7yJzviS6kGxQWHWFn1xam5KwfVFyAxiYLvnHpWK1BOrf50PMzSJ3c9xkxQgaKSSG/4ChN/JEpOYMfca6vTmZCYQgCBgf/QyPncg17Zt+Ind4VxpRokJV9gryk35KRMbjRvJBf5Usup2TiIYzWIOUbncy8oRPN2pcsGe4Q9nQfCYneIbd1pWke+eMb0OugpdFF5t+e9vkK6BSWHOHzPdOYMvOjs8Y2wkbPH1cGoBuEvCopKU4s5hDhkwptThs5RPejNi+ZnKZmtu9Mo74tgYBuI4CdkCkJ7C5Mrizs4wtJnVSCLSsXc3o25kQHBb4gX6769jnfW/s+M4ePjOPWGSVYEgefjBmGgWtWCfu/gAMt6Vyb2klSUs+tair3ldDhTqLKm0DqtInMLSqMaRX2WNf7R3rvAoyvI7N5cH9ECXGhxnySV1RUhKZp1NZG30us9+eysrIzjiktLY2UmT179qCOGQ4+r4229mRSs92kL+j78g52qpiTdbTxNjyHe8YFaj6diDbI3gkFobnZSTBowpIF9n4JXrBdxZyio01KpOOvLtx1Tqq3pA+6zi3HFYxGlcmTDpBV7Mc0rm8URg+AaldRpjto+mMGwYpkjKODDo2nQaVB18hIb2XSgg4sjug3rKaa0UuSaG1zDqk9wqGeG802NmUybsJxZl7dl+DpoZ47s6g5VrrbrYTDpiHH7uxy4O6248j0RyV4wXYNc0oYrSCB7qpE/LUpVG8Z/Mo5jweOn0gkHFZJzDEw9UvwQp0qpmQdrcxB6/suOg7YqA5mDjp21yGFhqYQhQVHyZ/mwZzZl1gYYVCTNJSpDo7/azqJu220DTLvCJ+62tvQlEWy083Uv2lDs0aPhKvpFkIBja4ux5DbOhgycbLZRUZuG67L+hK8ULeKKVFHzbPhbUwEFCo+uRLFYgOTBRQrimbDMFlRzXYUsxXNZkWzJmCy2QCNEyfW09ruJOMqnZzMvn50V5txTAqiaApHGscz5e9XU3jTwsFVGggD+z7KJdHupbjsMIpJobMtmfrWRCbn12N0hWmpKMCihYechCmKwjdf/V+EvD1/aBmHPsF443+AayIzX36bWaaeuYmmBMslmeAJIaKN+STPZrNx5ZVXsnHjRh555JHIL7YNGzbgdDqZP//MxwYVFxdTWFjIm2++yXe+853I9g0bNlBSUkJBQcGw1M3r9eLx9Hx5hLwBDBQq9k/hmmX7UE7lSnpAIXQCzKdygarPei7vZfzod4NeKRjyBijfsJoDJycy/Vt9CY2v0YwlJQD0tMm+Lwr5xuurSUx1nCXSmVI9ft6//ue0mLPJntw3utNVZSWprOfyk6IqtLensPDvnxx0nQGW1Lew8/tPMfWmBhLy+j6K7Z/ZSDk1B8/dbicUMg+5PXhzNV9+NYX8mzyY+w3MdleaSZrR8z4OV/VMmBtqbP3N1VQenMyiZYf6tnep6O4wpPT8vHdXEd9c8ziZxYOflBfyBtj759Uc686neGbfKLOnzoK9oG/09FD1OBb/5UmsjsGPAC3q9PLBjU/iTkkjtahve8ceG84ZPW2to9HtSSTvnmeH3NZfVZVQdONJ7Fl9CV7HZ1ac83o+IycbUtANNaZ+/KJyCt9cVoHa7+36jyiYTv0ttv+LCQCMv3PVkGIbrCc4IQ01syNqn2NS3+f88N4crlwzfki34wh5A2iGjn+XlbbmBJzZLRhug6ywGz3gpa0pDQIWJmc10HLwAJbcC5g3lzMX5bsbMRIzIBTq+QfgG4EbUY8RY+UWKkJcDGM+yQNYtWoVixcvZsWKFdxxxx1s27aNZ555hqeeegq73U5nZyeVlZUUFRWRkdFz77UnnniC22+/nbS0NG666Sbefvtt1q9fz7p1Z79D/elaW1vx+/3nL9hLMZhxaxNKQt9omGoxSCjuu7TVXDu4S8WnsyYFKL45+vKdLSdIb4IX7FRRQ2C1DW2FqqIopE/sJPvq6Mt3vQkewMltiVi00OmHnleKK4nivz1JQnH0xzCl3yKL1m1JMcUGmPHfGtBc0ZdFehM8AOWAElNs1aQzdeUJFFNfQmNK0jH1m4LlOZ5AVt7QnzjgSPdRcKM7alv/BK/7sBmzoqNpQ5s3ajJr5E5rI/Wy6O29CR7A8Y+SY27rsqVN2POj27o3wQPoLrfHGNtg9q0NqEnRn5HEsr65lg0VsT3ZIauog3HzO866v3OPlcmZjajuDkge/HIlzWYmuWwCoebjNB3JxZrixuHo+WPP77fw192zKXI1Y9jsaM6k80Q7PyN90vkLCSEuSXGR5F1zzTVs2LCB1atXc/PNN5OXl8czzzzDww8/DEB5eTnf+MY3eOWVV7jtttsAuO222/D7/Tz77LO8/PLLTJw4kddee42VK1eOWD2TUrxkFHeddX/75wmUZjZSdXzgO96fS3ZxOwnOs8+javk0KeYVd/kzW865v3tvQsyxJ/RbeDKQUL0p9nrPPnu93XUWzCEjptiubDcped6z7m/5a2LMdc6d3IrJcvZVyu07HbG39exzt7W32joi/RjqVqBFiSm2LSFAztSzJ2JdVVYmpTUN+ZzRbGa0tIn4W/djdZ2ZfIZ8Ck3bUmJKxBRFYeEL9xNs+z74fOgtO+CjnwEQXvwYf/vj5ehtrWjOJLRB3kxdCCFiERdJHsDy5ctZvnz5gPuuvvrqAZ9je/fdd3P33XePdNWAni8VS14JdRuPkjTBizk9iMPR3TMZ3K9ztC6H7h0JhHSN5LIJaLbBT8zVbGbcoZnUf3iShLQAtkwvNmsAwgZhL9TsnUD4cy2mLyzNZqb+8HzStm3G6gySmNGNpoUgaODtslC5YyLWplDMsSs/W4Ta8VdsqQHsqe6eVZQBg7bWJCo2T8Tl7x5ybM1mJnX6BLb+oYWpC+tJzPRic3h7HpPg12moz2DPu4WMU9piim2kTObIf9TjyPVjzvCTaPeCbqD7dA7XjsO70xpze7R1zqHx41ZsqUESMjxYLAEIGQQ9Kvu/LIR9xBz78P6FJGlbevoxvRtVDUPAwN1pY+/WIhzt/pjbesdrncxZXEeCy4c9xdPT1gGd5hMp7PnPiWQGu2KKnVg0kYOvH8ZZ7EFzhUhOdkfOmfqjWbh32GM6ZxRFYfbTj9DR+iPweXF/uZHxtf8PALeWgXflBlJ+GiQtxkRMURQsrhQAjJybCLbvh3AQY9Z3MCmq3NpECHFRxMVjzS62WB5rBj0r44JtHeDzoTqTcf7lh3CiKvI8Vb2tFWw2zKnOmJ6X2Rtbs4ZJWr8cJdiN59TzVC9k5KB/bLP3AI537sJQVNzL/x09rXTYYiccfgvbrhfQE9LoWvEWWJJijt37XFLd6wGfD8euNZgPb4l6nuqFxI70Y5Id58YV0HEU38zb8c9/cNjaw6R24XjzOyh6kO4lzxEq+Mawxba2foZ9808xNAtdt2zASB43bG1t3/8K1op/JZycj/uWN0CzDE9bp6SS+Jf/ien45wQKl+Bd/PQFnTNR9DCOP92OUf853r/7PXr+othjiVE1VubkyWPNxMUgSV4MYk3yTpeqdhP+6j/oLFoGluG9bKM2fo7acoDQ1G+DMrz3/dNq3geTjXDhVcMaFz2EqWI9eu5s9IxhXuHsa8e8902CU24G++BXFw9GSrgZvXYLnUU39azsHEbq0e0o3ScJly6D4VwtaRiY9v0Z3ZGNPn7B8MUFCPkxVawjXHAVRmrBsIZWuk9i2vdngtO+A9bh/XJMTbRCdzNtXPg8OTF6JMkToo8keTEYriRvLPwyEucn/RgfpB/jw1joR0nyxMUyMo92EEIIIYQQo0qSvFGkKAqKomC320e7KuICSD/GB+nH+CD9KEQfSfJGkaqqqKp6QZd8xeiTfowP0o/xQfpRiD6S5AkhhBBCxCFJ8oQQQggh4pAkeUIIIYQQcUiSPCGEEEKIOCRJnhBCCCFEHJIkTwghhBAiDplGuwJjka7rAHi93guKY7VaI6+7u7svKJYYPdKP8UH6MT6MhX7s/e7o/S4RYqRIkhcDj8cDwN69e0e5JkIIIcYqj8dDSkrKaFdDxDF5dm0MAoEAzc3N2O12VFWueAshhBg8XdfxeDykp6djsVhGuzoijkmSJ4QQQggRh2QYSgghhBAiDkmSJ4QQQggRhyTJE0IIIYSIQ5LkCSGEEELEIUnyhBBCCCHikCR5I2zTpk1cdtll2O12CgsLefbZZznfguY//vGPTJ06lYSEBMrKynj11VcvUm3F2Qy1H2tra1EU5Yx/06ZNu4i1FgM5duwYKSkpbNmy5bxl5Vz8+hpsP8q5KC5lcjPkEbR9+3aWLVvGypUrWbNmDVu3buXRRx8lFArx2GOPDXjMhg0b+N73vsdPfvITvvnNb/KnP/2J2267DavVyq233nqR34GA2Prxiy++AODDDz/EbrdHtvd/LS6+o0ePsnTpUjo6Os5bVs7Fr6+h9KOci+KSZogRc9111xnz58+P2vboo48aSUlJhsfjGfCYSZMmGStWrIjatmLFCqO4uHjE6inOLZZ+fPzxx41x48ZdjOqJQQiHw8Yrr7xipKWlGS6XywCMjz766JzHyLn49RNLP8q5KC5lcrl2hPj9frZs2cLy5cujtt9yyy10dXWxdevWM46pq6ujurp6wGNqa2upqakZ0TqLM8XSj9AzejBr1qyLUEMxGHv27OGee+7hhz/8If/yL/9y3vJyLn49DbUfQc5FcWmTJG+EHDx4kEAgwKRJk6K2FxcXA7B///4zjqmqqgIY0jFiZMXSj9DzxdLV1cWiRYuw2WxkZ2fz2GOPEQwGR7zO4kz5+fnU1tby3HPPDeoynZyLX09D7UeQc1Fc2mRO3gjpnSuSnJwctT0pKQmAzs7OYTlGjKxY+qS5uZn6+npCoRBPP/00EyZM4MMPP+TXv/41R48e5d/+7d9GvuIiisvlwuVyDbq8nItfT0PtRzkXxaVOkrwRouv6Ofer6pmDqLEcI0ZWLH2SmJjIpk2bKCkpoaCgAICrrroKq9XKqlWrWLVqFWVlZSNRXTFM5FyMD3Iuikud/KYaIU6nE4Curq6o7b0jAL37L/QYMbJi6ZOEhASWLFkS+VLpdcMNNwDw5ZdfjkBNxXCSczE+yLkoLnWS5I2QoqIiNE2jtrY2anvvzwP99VhaWhpVZjDHiJEVSz/W1NTw+9//nvb29qjtXq8XgIyMjJGprBg2ci7GBzkXxaVOkrwRYrPZuPLKK9m4cWPUTXM3bNiA0+lk/vz5ZxxTXFxMYWEhb775ZtT2DRs2RF1uEBdPLP3Y2NjIPffcwxtvvBG1/fXXXyc5OZm5c+eOeL3FhZFzMT7IuSgudTInbwStWrWKxYsXs2LFCu644w62bdvGM888w1NPPYXdbqezs5PKykqKiooif1E+8cQT3H777aSlpXHTTTfx9ttvs379etatWzfK7+bSNdR+vOKKK7j22mt5+OGH8Xq9TJkyhXfeeYe1a9fy3HPPkZKSMtpvSZxGzsX4IOeiEKcZ7Rv1xbuNGzca06dPNywWi1FYWGg8++yzkX0fffSRARivvPJK1DG/+93vjOLiYsNqtRplZWXGa6+9dpFrLU431H7s6OgwHnroIaOgoMCwWq3GlClTjH/+538ehZqL0/X2V/+b6Mq5OPYMth/lXBSXMsUwzvMgVSGEEEIIMebInDwhhBBCiDgkSZ4QQgghRBySJE8IIYQQIg5JkieEEEIIEYckyRNCCCGEiEOS5AkhhBBCxCFJ8oQQQggh4pAkeUIIIYQQcUiSPCGEEEKIOCRJnhBCCCFEHJIkTwghhBAiDkmSJ4QQQggRhyTJE0IIIYSIQ5LkCSGEEELEIUnyhBBCCCHikCR5QgghhBBxSJI8IYQQQog4JEmeEEIIIUQckiRPCCGEECIOSZInhBBCCBGHJMkTQgghhIhDkuQJIYQQQsQhSfKEiEM33HADiqKgKApVVVVnLffd734XRVFQVZXdu3cPOv4777wTif/b3/72jP0dHR10d3fHVHchhBDDQ5I8IeLQjBkzIq8rKysHLLN7927WrVsH9CR7c+fOHXT8Xbt2RV7Pnz8/8lrXdf7whz8wbdo0zGbzUKsthBBiGEmSJ0Qc6p/kffXVVwOWefTRRzEMA6vVyi9/+cshxd+5cycAZrOZWbNmARAOh5k7dy53330348aNw2KxxFZ5IYQQw0KSPCHi0PmSvHfffZfNmzcD8MADDzBhwoQhxe8dyZs+fTpWqxXoGTH84osvAFi4cGEs1RZCCDGMJMkTIg6VlpZGJV/96brOT3/6UwBSU1P52c9+RiAQ4IUXXmDRokU4nU6sVivFxcU89NBDtLa2Rh1/6NAhmpubAbjssssAuP7666MSy9/85jeYzWa8Xi8Ae/fu5Qc/+AEFBQVYrVZcLhfXX3/9gPMAd+zYwY033khqaipZWVk8/PDD+P1+fvCDH6AoCtnZ2WeUX7lyJbm5uVgsFvLz83nkkUfweDwX0oRCCDH2GUKIuDRr1iwDMCwWixEMBiPbX375ZQMwAOMf//Efjba2NmPBggWRbaf/KyoqMk6cOBE5/vXXX4/se+mllwzDMIy0tLQzjps1a5ZhGIbxySefGImJiQPGTk1NNerr6yOx169fb5jN5jPKLV++3JgxY4YBGMuWLYuUX7t2raGq6oCxr7nmGkPX9ZFuZiGE+NqSkTwh4lTvyFogEKCmpgYAn8/HE088AUBBQQE//vGPueOOO9ixYwcA3/72t6murqalpYVVq1YBcODAAdasWROJ23/RRe9IXlNTEzNnzgQgPT2dYDAYGaV78skn8fv95OTkUF5ejtvtjtShra2NLVu2ANDY2MiPfvQjgsEgTqeTv/zlL7S0tPDzn/+ct956iz179gB9Cz0+/vhjfvKTn6DrOtdddx2VlZW0tbWxevVqADZv3swHH3wwnE0qhBBjiiR5QsSpgVbY/uY3v+HYsWMA/OpXv6K6upq33norUn79+vWUlJTgcrlYs2YNBQUFALz33nuRWL2LLux2O1OnTgXA7/ezd+9eABYsWIDJZEJVe369fPDBBwQCAQ4cOMDs2bOx2+3k5eVF4jkcDgBeeuklOjs7I/VctmwZLpeL1atXM3369Ej53iTvF7/4BYZh4HA4WLduHSUlJTgcDh5//HESEhIA2LZt2wW3oxBCjFWm0a6AEGJknL744uqrr+app54CYN68edx6662sXbs2Uub+++9H07SoGElJSQCR5EvXdcrLywGYM2dOpPzOnTsJh8PAmYsu3nvvPTZs2EBlZSWNjY00Njbi8/ki+3tX577//vsAOJ1Ovve970XFyM/Pp6KiAuhJ8gKBAB9//DEAbrcbl8s1YBv0/3+EEOJSIyN5QsSp05O8NWvW0NHRAcAzzzyDoig0NDREysyePTvq+O7ubqqrqwEYP3480DMi6Ha7gb5LtQDbt2+PvO6f5P3iF7/g+uuv56WXXsLhcHDPPfewfv36yEhebm4u+fn5ABw5cgRgwHvs9a4QLi4uJjU1lba2NoLB4HnbIDc397xlhBAiXslInhBxKisri8zMTE6cOMGnn35KS0sLAMuWLePqq68GekbNevVP+ADWrl2L3+8H4MYbbwQGno/Xf7uiKJHt4XA4cv+9e++9l3/6p38Ceub41dfXA3D55ZdHYvSOCvau3O21adMm6urqgL5LtSkpKZhMJkKhEPfddx8vvvhipHxXVxcWiyWyulgIIS5VMpInRBzrHc1rbGwkEAigaRq//vWvI/uXLl0aef3YY49RXl7OyZMnef755yMLGHJzc3nggQeAvvl4EJ3k9c7Hs1qtBAIBvF4vHR0dkculdXV1tLe3U1FREXUptv9TNkpLSwHYv38/zz//PB0dHbz77rt8//vfj5TpTfKsVivXXXcdAK+99hrvvPMObrebrVu3MmvWLOx2OzfccEPM7SaEEHFhtJf3CiFGzkMPPRR1W5E777zzjDL333//WW+fkp6ebuzatStSdu7cuZFbn/TXu/30/+f07UDU7VReffXVSIxNmzYNWAeTyRR5vX379kj56upqIz09fcBjcnJyjIqKiuFuTiGEGFNkJE+IONZ/Xl5iYiJPPvnkGWVeeOEFXn31Va644orIjZBLSkr4h3/4ByoqKpg3bx7Qs4K29zYmvdt6vfjii1x22WXY7XacTifXXnstAG+88Qbf+ta3cDgcZGVlce+990YWWACRy7AAS5Ys4fXXX2f69OnYbDbKysoiN2gGSEhIiJo3WFJSwu7du7n99tvJzs7GYrFQUFDAgw8+yO7du5k2bdoFtp4QQoxtimEYxmhXQghxaduyZQs1NTVMnDiR2bNnR1bLer1e0tPT8Xg8LFmyhE2bNo1yTYUQYuyQkTwhxKgrLy/nrrvuYvHixdx11120tLTQ2NjIgw8+GHk82cqVK0e5lkIIMbbISJ4QYtQdOnSIqVOnRp51e7oFCxbwySefYLFYLnLNhBBi7JKRPCHEqCssLOTTTz9l+fLlZGVloWkaSUlJTJkyhSeeeILNmzdLgieEEEMkI3lCCCGEEHFIRvKEEEIIIeKQJHlCCCGEEHFIkjwhhBBCiDgkSZ4QQgghRBySJE8IIYQQIg5JkieEEEIIEYckyRNCCCGEiEOS5AkhhBBCxCFJ8oQQQggh4tD/B3sqAyxPb54gAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " cmap='inferno')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Line styling" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot lines do not have a traditional \"fill\" or \"edge\" so the styling keywords are simplified to ``lines_color``, ``lines_width``, ``lines_style`` and ``lines_alpha``:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " lines_alpha=0.33, lines_style='--', lines_width=3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The nomenclature above of `lines_` stems from the fact that plot line properties are contained in the `lines` Element class. However, because strict adherence to the **fivecentplot** ``Element`` naming convention in this case sounds wrong, non-plural versions of these keywords are also supported:\n", "* `lines_color` --> `line_color`\n", "* `lines_width` --> `line_width`\n", "* `lines_style` --> `line_style`\n", "* `lines_alpha` --> `line_alpha`" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " line_alpha=0.33, line_style='--', line_width=3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Marker colors" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A data point marker has both an edge and a fill color, each with its own unique value of transparency (or alpha). By default, marker fill is disabled and marker edge color is matched to the line color with no transparency. However, we can override any of these as shown below." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Change the marker edge color for all markers:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " marker_edge_color=['#555555'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "All a custom fill color:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " marker_edge_color=['#555555'], marker_fill_color='#FFFFFF')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Use the default color scheme with marker fill:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " marker_fill=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Add fill alpha:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " marker_fill=True, marker_fill_alpha=0.5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Boxplot example" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Boxplots have color options for the boxes or violins that are drawn behind the markers:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.boxplot(df_box, y='Value', groups=['Batch', 'Sample'],\n", " box_fill_color=[0, 0, 1, 1, 2, 2], box_fill_alpha=0.3, box_edge_width=0,\n", " marker_edge_color=[0, 0, 1, 1, 2, 2], marker_type=['o', '+'],\n", " box_whisker_color=[0, 0, 1, 1, 2, 2], box_whisker_width=1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Histogram example" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By default, histograms have a fill alpha value of 0.5 (unless overriden by the theme file or keyword). This can easily be tailored for a different style. Compare the default plot:" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.hist(df_hist, x='Value', legend='Region')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "with this one, that employs the `hist_fill_alpha` keyword:" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.hist(df_hist, x='Value', legend='Region', hist_fill_alpha=1, colors=['#FF0000', '#00FF11'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The benefit of transparency is clear in order to visualize both distributions simultaneously." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Styles" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Line styles" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can define custom line styles for each line, instead of applying them globally. Line styles are defined by specific characters as defined by **matplotlib**: {‘-‘; ‘–’; ‘-.’ ‘:’}" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'], markers=False,\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " colors=[0, 0, 1, 1, 2, 2],\n", " lines_width=[3, 1, 3, 1, 3, 1], lines_style=['--', '-.'], lines_alpha=[0.6, 1])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Markers" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Marker type" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**fivecentplots** comes with a built-in list of marker styles:\n", "\n", ".. image:: _static/images/markers.png" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can specify your own markers by passing a list of marker string characters to the `markers` keyword. These characters can be special characters for the selected plotting engine (for example, with `matplotlib` as an engine `'d'` = diamond) or other alpha-numeric values. As with colors, the marker list will loop back on itself if the number of curves exceeds the number of items in the list." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " markers=['o', 'd'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also remove markers for specific curves in the legend using the keyword `None` (to remove all markers just set ``markers=None``):" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " markers=['o', None, '+', '*', 'B', None])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Marker size" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The size of the markers within the plot window are controlled by the `marker_size` keyword. All data sets share the same marker size. Notice that the legend markers do not automatically scale their size with the markers on the plot." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " marker_size=2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Marker size can also be controlled point-by-point by defining values in a separate DataFrame column. In this example, we set the marker size of each point to be 10x the value of the voltage plotted on the x-axis:" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "df['Marker Size'] = df['Voltage'] * 10\n", "fcp.plot(df, x='Voltage', y='I [A]', legend='Die', marker_size='Marker Size',\n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The legend marker size can be controlled independently if needed using the keyword `legend_marker_size`:" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " marker_size=2, legend_marker_size=2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Fonts" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "All text elements (plot title, labels, etc.) can be styled via the font attributes associated with the object. \n", "\n", ".. note:: The font family \"fantasy\" used below looks an awful lot like comic sans. Use of comic sans should be banned globally with severe penalties attached." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25',\n", " title='My Plot', title_font_style='italic',\n", " label_y_font_size=25, label_y_style='normal',\n", " label_x_font_weight='normal',\n", " tick_labels_major_font='fantasy')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Themes" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Theme files are used to apply user style preferences to all plots *without explicitly stating them in keyword arguments*. These `.py` files are populated with dictionaries and lists of style settings. A theme file can be applied globally using the command `fcp.set_theme()`. Once a theme file is selected, a local copy is made in a /.fivecentplots directory. **fivecentplots** provides both a \"gray\" and and \"white\" theme to get started. You can modify this local file as you wish to get the exact, consistent look you desire.\n", " \n", " \n", "
The theme file consists of three main parts:\n", "\n", "
\n", "1) `fcp_params`: this is a python dictionary that contains any `fcp` keyword argument for which you want to override the default:\n", "\n", " fcp_params = {'ax_edge_color': '#aaaaaa',\n", " 'ax_fill_color': '#eaeaea',\n", " 'ax_size': [400,400], # [width, height]\n", " }\n", " \n", "
2) `colors`: a list of default colors\n", "\n", " colors = ['#000000', '#111111', '#222222']\n", "\n", "
3) `markers`: a list of default markers\n", "\n", " markers = ['+', 'o', 'd', '$']\n", "\n", "
When an ``Element`` attribute is defined in the code, kwargs are selected with the following order of priority:\n", "\n", "
1) keywords explicitly listed in the function call\n", "\n", "
2) keywords defined in the local theme file\n", "\n", "
3) built-in default values\n", "\n", "
4) when using the **matplotlib** engine, any ``rcParam`` overrides you may have defined on your system" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Themes are stored in a local user directory (in Windows: `C:\\Users\\you\\.fivecentplots` | in Linux: ``/home/you/.fivecentplots``). The theme you selected is copied to a new file called `defaults.py`. All defaults are pulled from this file. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can switch between themes using the prompt displayed after executing the `fcp.set_theme()` command. This will open a list of all built-in themes and any custom themes found in your user directory (these files must have a different name than `defaults.py`). The old theme file will be backed up to `defaults_old.py` while the new theme file will be copied to `defaults.py`. You can also pass the name of a theme file directly to `set_theme` to skip the dialog. However, if you have a custom theme file in your user directory with the same name as one of the master theme files, `set_theme` will always give preference to the built-in themes, not your custom theme." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "..tip:: If you create a good theme that you think others can benefit from, please submit it via the github page for this project" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### White default theme" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Previous theme file found! Renaming to \"defaults_old.py\" and copying theme \"white\"...done!\n" ] } ], "source": [ "fcp.set_theme('white')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Gray default theme" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Previous theme file found! Renaming to \"defaults_old.py\" and copying theme \"gray\"...done!\n" ] } ], "source": [ "fcp.set_theme('gray')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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45S9/SWFhIQ6Ho8FzHnroIbp06cI999zD0KFDY46/qYYMGUJBQUFE29ChQ+nZsyfz58/nhRdiK7bdrm7XFhUVMWbMGNxu9wnPnTJlCr/5zW+YPHkyK1as4JZbbmHWrFnccccdLRCpEEKItkDXdbTArmMezyi4DKOp7Tybp2l6OMGzmI38eEQBM34+ghk/H8GPRxRgMRv56vsSZi0qRNNaJnnduHEjK1euZOLEiRHtv/rVr9i2bRsffvghp512WtT93XTTTaiqytq1a8nOzm7wnJycHEaPHs1vf/vbWEJv0KhRo7j11luZPXs2Xbt2xW63c84557Bu3bqori8oKCAzM5M9e/bEHEu7mMnTNI1FixZx//33o+sn/ktZXl7On//8Z2bPns0DDzwAwIUXXgiEsvtZs2aRlZXVrDELIYSIH00NULrzdfZWF9U7ZrZnkN3zGszW5Cb060PXwWAAszUNJVAZPpbWeQzO1D4xxd3Svt5Wylffl2A1G5l55zn065YePja0bzYXDu/CI/P/y1ffl/C/baUM6dtwkhRPS5YsITc3l7POOiui/amnnmLgwIGNvnW8ePFiBg8efMLzJkyYwJ133kl1dTWJiYmNGuNEXn/9dfr378+8efPQNI3777+fq666it27d2MyHb/kTnl5OWVlZfTs2TPmONrFTN4333zD7bffzk033cTixYtPeL7H4+H222/n8ssvj2jv168fADt37myWOIUQQjQPn2cn/gYSPADFV07QWxp1X7quowar8VUX4XVvw1OZihI0RiR4Fnsm9qRuMcfd0t7+fDcAF48oiEjw6vTrls7FZ3WLOLe5ffjhhwwfPrxeMjdo0KAmPRsYTYIHMHz4cILBIJ9++mmjxziRYDDIu+++y7hx4xg/fjzTp0+nuLiYr7/+OuI8VVVRFAVFUaiurmb9+vVcd911GI1GfvGLX8QcR7uYyevatSvbt2+nc+fOrF69+oTnd+/enfnz59drX758ORaLhT592tZvZkII0dG5D31+zGOOlN7Yk7tHtIUSuSoUfyXKDytlFb8r9D7gQteC4XOdiWbMFi3i+qCvjJJtr5I/+K74fiHNbOe+0ONM5wzOPeY555ySx38+28WOfSd+9CkuMe3cydlnn90iYx2p7lm4XbuOfTu+qQYOHEhy8uGZ486dOwNQU1MTcV6vXr0ajGvJkiVRJ6vH0y6SvPT0dNLT6/9G0hhvvPEGL7/8Mv/3f/9HWlpanCITQgjREjTFC4DBaIlI0CyObBLSB1Nd9vXhZC7gQvG7QFd/OMuA2ZqC2ZaKLbEzCbZBmG1pWKxpqKqXkm2vhPuzJXbDXx16VkpVqlvqy4sb7YdHmozGY8+Q1R2L5vGneHC73SQkJLTIWEeqGzOa5/gby+l0Rrw3GkM3TjUt8peFFStWhFfXWiwWMjMzyc/Pj1sc7SLJi9WyZcuYOHEiI0eOZM6cOVFfl56eHpGpH03TtOP+T1L3oceaoIqTSz7H9kE+xzau948p2fsJvuqDEc1Bbwllu5ZhMJiwOtKwOTJJTO6HzZmBzZGBzZmJxZ6K0Vj/x6HfW8HmNbMj26oPPwyfljOkSX9fLBZLo6+Jl4KcZEorvXzx3UEGdM9o8Jy1G0Pfw245jX+GsSkyMzOjqlkXb5WVleHxT5bBgwfXW10bTx0+yXvuuee4//77GTVqFMuXL8dut5/skIQQQjRSStYADu3+sF670WSl55DbcCblYzA2bo/ZsuI1xz2e2XlEo/prDS45qxuFmw/x1ppdXHB6FwpyIxO53Qc8vP156PblJSMKWiSmbt26UVTU8POUzam4uDg8fnvVYZM8XdeZMmUK8+bN4/rrr2fhwoVxr4/n9Xqpra095vG63wArKiriOq5oWfI5tg/yObZduqZQsuOf+GvLwm32pG74qvagqQFqalX8auNvyZkcPVGUbzCbI681WZKwJ/fApyTib8Lfl6Ofy2pJwwbkMKAgnU27K3jw+U8Ze053zh4cqk235tv9/OezXXj9KgO6pzOsf6cWiWnMmDHMnz8fXdcbvdBi06ZN+P1+hgwZ0uhxP/vsM5xOJ+eee26jr20rOmyS98gjjzBv3jzuvfde5s6d26QVPBUVFfj9/maITgghRDR0Xad8z5sRK2sNRjO+qsO3Vc226AvpHsnq7ETR1lPZsbOayQ+ci7Ed3OkxGQ08esuZPPm3L9i8u4J/frCNf36wLeKc/gXpTLvlTEzHeW4vnq666ipmzJjBunXrOPPMMxt17Z133snu3bvZvXt3o8d9++23GTt27DELJrcHHSLJ83g8bNq0iZ49e5KVlcXXX3/N7NmzGT58OBMmTOCLL76IOH/AgAHHfdZOCCFE6+Dz7KTW9X1Em64p4T8n58S2atPt8pOg17aLBK9OcoKVWXeew9rvDvLO57vZtd8DQPe8ZC4ZUcBZA3MwmVquwtopp5zC2LFjWbBgwTGTvGNVzli1atVxd6w4VvK3Z88eVq1aRWFhYWPDPeEYDcU6atSoiGf0J0+e3Oj9bpuiQyR569ev54ILLuCll15i8uTJLFu2DF3XKSwsZMSI+s9UfPTRR03aCFkIIUTLMtvSMJqdaEr9R2OM5gQS02MrQ+Gp1Um3qic+sY0xmYycc0oe55ySd+KTW8DMmTMZOXIkjz/+OF27do36ujlz5nDBBRc0ery5c+cyYcKEJt3mbUvaXZJ3dLbcUNuMGTOYMWNGS4cmhBAiziz2dPIH/R+gUeveQfmuN+g/YirVXhUwNulRnDqaplOjWChIbnc/KludwYMH88gjjzB16lReffXVqK8bN24c/fv3b9RY33//PStWrGDDhg2NDbPNkb+5Qggh2rRQImdCDbgxGM1YHakYfK6Y+63y+NAMJlIznSc+WcRs6tSpjb6mKQWD+/XrF/W+sNFssNCatYttzYQQQgjF78LmSMdgiM+PtsriUB219DwpkC/aJknyhBBCtAtKwIXVEb/CtuVF5Rh0lbRuLVNKRIh4kyRPCCFEu6D4K7E54rdjiaukCmegClun7Lj1KURLkiRPCCFEm6frGkrAjdXR8FZdTeF2B0gweDHa4lsoX4iWIkmeEEKINk8NVIGuYXPGL8nzeA0k2Y69/7gQrZ0keUIIIdo8JRBaJGGL00yeElTxahaSUyxx6U+Ik0GSPCGEEG1e0O8CDFjsqXHpz13pA4OBtKyEcNuGsho2Vx57P3IhWhtJ8oQQQrR5ir8SkzUZozE+5V/Li8oBSO8cmhn83uXlXzvL+fu2Mg7UBuIyhoj0zDPPcMMNNzR47L777mvSTlRXX311ve3DtmzZQvfu3XG5XCe8ftSoUTz++OMnPG/hwoWcffbZJCcn43Q6GThwII899hhVVVXhc3bv3o3BYGDhwoWN+yJiIEmeEEKINk/xu7DYUuPWX+W+Csyqn6TO2QQ1nZV7QreDdWDF7sp6OyuJ2GzevJmZM2cyZ86ceseeeeYZnn322Ub1p2ka99xzD0uXLq13rG/fvowbN4677767yfEe6YknnuDnP/85o0aN4rXXXmPFihXceOONPP/881x44YUEg0EAcnNz+fzzz/nJT34Sl3GjITteCCGEaPOUgAubM377sFaW1uAMerBmZ/HRAQ8VfoUkiwmfqrGn2s+G8hqGZibGbbyOburUqUycOJG8vMOf4a5du7jvvvtYsWIFKSkpUff1zTff8Mtf/pLCwkIcDkeD5zz00EN06dKFe+65h6FDhzY57kAgwOzZs3nggQf4zW9+E26/6KKL6N+/P1dccQXLly9nwoQJ2Gw2zjrrrCaP1RQykyeEEKJN03UdxV+JOY4zeZ4qhQSjH5dm4OP9HgB+0jWV0XmhZOPtvS68iha38U4W1efjs3FX8dm4q1B9vpMSw8aNG1m5ciUTJ06MaP/Vr37Ftm3b+PDDDznttNOi7u+mm25CVVXWrl1LdnbDNQ5zcnIYPXo0v/3tb2MJHbfbjdfrRdPq/1249NJL+c1vfkOPHj2Ak3O7VmbyhBBCtGmaUouuBTHb4rf9WJXfSHcHvLmnEkXXSTMYWLf2AAYDJGTZqFE03t/n4rJu8Su+3FEtWbKE3NzcerNcTz31FAMHDvxhb+LoLV68OKo9bSdMmMCdd95JdXU1iYlNm5XNysrizDPP5Omnn2b//v2MHz+ekSNHkpmZicVi4ZFHHmlSv/EiM3lCCCHaNMUfel4uXjN5Pm+QgG6mtksmm11edE1n6+cH+O+3JXz2TQl715cAsPZQdZtchKH6fEe8/Ee0+yOOtZQPP/yQ4cOH10vmBg0a1OgED4gqwQMYPnw4wWCQTz/9tNFjHOn111/nvPPOY9GiRYwfP57s7GwGDx7M9OnTqaysjKnvWMlMnhBCiDZNCbgAMFtT49KfqzxUJmVvemgf3GBVgCyHBUPnRBxGI5X7q1F9Cia7ma/2eRjbO3775baEz6+d1GD7uptviXg/8t/1Fy00h507d3L22We3yFhHKigoAELP/sWic+fOfPjhh2zatIm3336bjz76iE8++YQZM2bw5z//mU8++YTevXvHIeLGk5k8IYQQbVrQ78JoTsBois/2Y3XlUw4U+9E1HWuKjRuu7IOlaxLnnZnH+PF9MNnNaEGNXZvL4zJmR+Z2u0lISDjxiXFWN6bb7Y5LfwMGDOC+++5j5cqVlJeXs2DBAsrKynj44Yfj0n9TyEyeEEKINk3xV8a3fMp+F2qwluISB8nJ1SR0TWJlkYuApmMzwLv7QklB1U43/ztQi/diFYfNFLfxm9uI15aE/6z6/OEZvDNe/hsmu63F48nMzIyqZl281d1Kzcxs+kzs73//e5566in27NmD0+kMt1ssFn7+85/z1ltvsWnTpphjbSqZyRNCCNGmKX5XXBdduMq9GDQvAAnuAMkWE66ACsCqLeX4VJ08pwWlxIuq6VR5g3EbuyWY7PYjXrYj2m0Rx1pKt27dKCoqarHx6hQXF4fHb6oBAwZQVlbGvHnz6h1TVZUdO3ZE/Yxgc5CZPCGEEG2aEnDhSO4Rt/7cVQopxtCChHKXnyvzklm2J1QA2esIzdidm57IV8FQ2YwEu/wojcWYMWOYP38+uq43eqHFpk2b8Pv9DBkypNHjfvbZZzidTs4999xGX1vnRz/6Eddffz0PP/ww33zzDVdddRVZWVkUFxfzwgsvUFxczL/+9a8m9x8rmckTQgjRZmmqH02pjdvKWl3XqQ6a6eJQyc1wEAhq7NxcQaLZGE5ATs9M4PMvDwAwuEeqJHkxuuqqqygrK2PdunWNvvbOO+9k/PjxTRr37bffZuzYsccsmBytv//977zwwgsUFRVx6623cuGFF/LAAw/Qo0cP1q9fT79+/WLqPxbyN1MIIUSbpfhdAHG7XVvtCaBhJDXdzmVndubP/9nG22v3kZyXgLNPKhaDgU2f72dnURUGA/zkrPy4jHuymOz2FltFeyynnHIKY8eOZcGCBZx55pkNnrN69eoG21etWnXcHSt2797dYPuePXtYtWoVhYWFjQ23HqPRyM9//nN+/vOfH/e8goKCFt8OT2byhBBCtFnxrpFXWVYDQFpuMiMGZnHNBd0wAJ79NZR+cZB9aw6ws6gKs8nAbWN707dr9NttiWObOXMmS5cuZe/evY26bs6cOVxwwQWNHm/u3LlMmDChSbd52xKZyRNCCNFmKQEXBqMVoym2W251KorKMegqaZ2z0HWd0cOy6N7VybyPdqGUeumek0ivzkmcOzib1CRrk54jE/UNHjyYRx55hKlTp/Lqq69Gfd24cePo379/o8b6/vvvWbFiBRs2bGhsmG2OJHlCCCHarOAPK2vjlWhVHvTgCFZhy+nLM1+9yE73DzNLncDUCfYCewPw4Veh5p4pXbn39Fsl0YuDqVOnNvqapqxc7devH3v27Inq3GPdJm4r5HatEEKINiveNfJcFV6cShVaatLhBO84drj3EtDaVgkV0XHITJ4QQog2S/G7sCXkxa0/T41GJ7OCwXh4DuTcLrfxVVEt4zolc0b/UOHcgBpg6qez4zauEM1BkjwhhBBtkq4pqEFP3PasVRWNWtVMclLk7hWHanTUWuiWlYItTlunCdES5HatEEKINkkJhLYXi9fKWnelDzCQkuGMaK8MKCi1QdZ71vBR0dq4jCVES5AkTwghRJsU7xp5rh/Kp6Tnpka0B4AEDHxd+h3l3oq4jCVES5AkTwghRJuk+CvBYMJkSYpLf+XF5ZjUAMmds+ody7AbKPVWkJfYKS5jCdESJMkTQgjRJgUDLszWlDiWT6nCGfRg7RSZyGlakOSkKnR0Mu3p+NUAATUQlzGFaE6S5AkhhGiTlB9q5MWL2+UnQa3GnBq5i0VV7RL+p78JwO82/I1frX5SVtY2g2eeeYYbbrgh/H779u1cc8015OXlkZKSwsiRI/nggw9iHmfDhg1YLJZ6W57ddNNNzJkz54TXr169+oS/WCxcuBCDwXDMbdWOpaCgAIPBEPGy2+306tWLhx9+GJ/P16j+ZHWtEEKINknxV2JP7h63/jxe6GpVMRiNWHULPVO6suMEtfJ6pnTFarTELYbmpus6/ihnIW0ma4sVed68eTMzZ87k22+/BaC8vJzzzz+fjIwMfve735GcnMxf/vIXxowZw4cffsj555/fpHE2btzIT37yExRFqXds1qxZDBo0iMsuu6zRu2jE06WXXsq0adPC730+Hx999BFPPvkku3fvbtSOIJLkCSGEaHN0XUMJuLHEaSbP71MIaCZSkkM/Fg0GA/eefitPrNtJ2Z4qevT4CrvFxs8GXRNxndVoaTO7Xei6zrQPnmZL2c6ozu+b2ZMnL7y/Rb6+qVOnMnHiRPLyQjUPX375ZUpLS1m3bh35+fkA/OhHP+LUU0/l6aefbnSSFwgEmDdvHo899hh2u73Bc/Ly8pg4cSJTp05lxYoVsX1BMcjKyuKss86KaBs1ahTFxcW89NJLPPvss+Tm5kbVl9yuFUII0eaowWrQ1bjVyHNVeAFIzUwIt/lVnYDBglMzU+Ito0tiLjaTNeLVVhI8AL8aiDrBA9hStiPqWb9YbNy4kZUrVzJx4sRwW+fOnbn33nvDCR6AyWSid+/e7Nixo9FjvPXWWzzxxBM88sgjzJ597FvtkyZNYuXKlWzcuLHRYxxP3S3eDz74gDFjxuB0OsnJyWHq1KmoqhpVH8OGDUPXdfbuPfFOLHVkJk8IIUSbo/grgfjVyKssqQYgvXN6uK3EF9quLM2uURSoJr8drax98Yo52My2Bo/5FT+3Ln+wxWJZsmQJubm5EbNX11xzDddcEzlrWllZyccff8zo0aMbPcbw4cPZvXs36enpLFy48JjnjRgxgvz8fF555RVmzpzZ6HFOZNKkSdx111089NBDrFy5kjlz5tCjRw9+8YtfnPDaLVu2ANCzZ8+ox5MkTwghRJsTrpFnTTn+iVGqKK7AqtTizO0abivxBtF1nZSkGoqA3MTsuIzVGtjMNuzHSPJa2ocffsjw4cOPOyuqaRq33XYbHo+HBx9sfAJ65IzgiQwbNiwuCzwactttt4Wftxs9ejTLly9n5cqVEUmerusRzwyWlJTw1ltv8cILL3DttdeSmZkZ9XiS5AkhhGhzFH8lJmsyBmN8foxVllbjDLgjyqccqAmg+lSsCVWYvWayHRlxGUtE2rlzJ2efffYxjweDQSZPnszSpUt5/vnnOeOMM4557tELKkwmU6NvqRcUFPDf//63UddEa8SIERHvO3fuTE1NTUTbokWLWLRoUUSb2WzmyiuvZP78+Y0aT5I8IYQQbU6oRl78yqd43EEStBpMyYcLK++r8qPUBAkkuMlxZmIymo7Tg2gqt9tNQkJCg8dcLhdXXnklH3/8MfPmzeOuu+46Zj+7d++me/fI1dYvvfQSkydPblQ8CQkJuN3uRl0TLaczcss8o9GIpmkRbWPHjmX69OlAaAGQ0+mkoKAAh8PR6PEkyRNCCNHmKH4XVmdOXPrSdZ0qv4EcOxGzPqU+BaVGoUqTnS6aU2ZmJi6Xq157cXExP/rRj9i1axf/+Mc/mDBhwnH7ycvLo7CwMKLt6KQvGpWVlY26JRpvGRkZDBs2LC59SZInhBCiTdF1HcVfSUJav7j0V1MVQNWNpKQerncXUDW8uo5F1ThYW8LQTgPjMpaor1u3bhQVFUW0eTweLrzwQg4ePMh7773Hueeee8J+rFZrXJKj4uJiunXrFnM/rYGUUBFCCNGmaKoXXQvEbbcLV0VoF4G07MO3akt9oWe7Uu1B/GpAZvKa0ZgxY1izZg26rofbpk+fztatW7n33nuxWCysXbs2/NqwYUP4vE2bNkW8j5Wu66xZs4ZLLrkkbn2eTDKTJ4QQok0Jl0+JU428ykMeDLpGav4R5VO8ofIpSQnVHADyEtrPyloIlUlpyrHmcNVVVzFjxgzWrVvHmWeeCcDSpUsBePzxx3n88ccjzu/WrVt4u7A777yT3bt3N3r7sGMpLCykrKyMq6++Oi79nWyS5AkhhGhTwuVT4lQjr2K/C0ewCntOn3DbwdoAqk/BmuDBEbSTakuOy1itRUvWwTuRU045hbFjx7JgwYJwkhdtwd9Vq1YxdOjQRo03efLkYy7GWLBgAePGjWPAgAGN6vNEY4waNSpiprLO6tWrI97HK1mtI7drhRBCtCmK34XR7MRoik+dN1dZDc6gB2unw7N1xR4/wRqFgMlFfmKnNrWzxbHYTFb6ZkZfSLdvZk9sJmszRnTYzJkzWbp0aaN2cwCYM2cOF1xwQVxiKCoqYunSpTz55JNx6a81aHczecXFxQwaNIjly5czatSo45776quv8tRTT7Fz504KCgp46KGHuPnmm1smUCGEEE2iBFxxu1UL4KlSSNdrMSUmhttKfEGUmiDulAr6pjR+hWZrZDAYePLC+6Peqqwlt20bPHgwjzzyCFOnTuXVV1+N+rpx48bRv3//uMTw8MMPM3XqVAYPHhyX/lqDdpXkFRUVcfHFF0dV32bp0qVMmjSJKVOmcMkll7B8+XImT56MzWbjuuuua4FohRBCNEXQXxm3RReqolEdMFJwRPmyoKZTo+qYFZVSXzkXJJ517A7aGIPB0Gp2ujja1KlTG31NPBOyv//971Gdd6xbr61Ru0jyNE1j0aJF3H///VF/4x955BEmTJjAc889B8DFF19MRUUF06ZNkyRPCCFaMcXvwp5UEJe+PC4fYCAl1R5uK/MFwQDJdh8luiYra0Wb1S6eyfvmm2+4/fbbuemmm1i8ePEJz9+9ezdbt25l/PjxEe1XX30127dvZ9u2bc0VqhBCiBhoagBNqcESp0UX4fIpOYcXVtStrE1M8ADtb2Wt6DjaRZLXtWtXtm/fzrPPPltvy5CGbN68GYA+ffpEtPfq1QuALVu2xD9IIYQQMVMCLiB+5VMqDnkwaQGS8w7vcHCoNojqVzE7PKTZUnBaGr+dlBCtQbu4XZuenk56evqJT/xB3TN7ycmRS+KTkkKFMD0eT/yCE0IIETfhGnlxeiav8oAbZ8CDLacg3Fbs8aHUBPGnuMlzyK1a0Xa1iySvsY7eDPhoRmN0E5zp6en1EsWjxzneM4J14zQmQRWtj3yO7YN8jm2DUhXAaLKSmd25wZWfjf0cq1x+nEEP2X37Yk4I3Qkq8+8P7VmbVMmpmcPi/nfCYrGc+CQh4qBd3K5trJSUFACqqqoi2utm8OqOCyGEaF383nKsjoy4lfZweRQSDf5wgqdqOm5FwagEqfBV0jUlLy7jCHEydMiZvL59+wKwfft2hgwZEm7fvn07QNxq7ni9Xmpra495vO63w4qKiriMJ04O+RzbB/kc24Yaz0EMpqRjfk6N+Rz9PgWfYiAp0RA+v8QbRAcS7LX4gWQS4v53oqamJq79CXEsHTLJ69WrF927d+f1119nwoQJ4falS5fSu3dvCgoKouqnoqICv79l9/gTQoiOLOh34UztG5e+3JWhlbWpaYcXVtStrE1wuHEZjHRKyIrLWEKcDB3idq3H42Ht2rWUlpaG2x577DH++c9/cuedd/LOO+9wxx138M9//rNdbWcihBDtia6pqAEPlngtuigP3WlJyz38iM4hbwAtqGK0u+jkzMBi7JBzISfFM888ww033BB+v337dq655hry8vJISUlh5MiRfPDBBzGPs2HDBiwWS719Ym+66SbmzJlzwutXr14d1eMCe/bs4dZbb6VLly5YrVaysrK47LLL+PjjjyPOmzx5ctSTS43VIZK89evXM2LECN58881w2+TJk3nhhRd47733uOKKK/j4449ZtGgR11577UmMVAghxLEoATegY45TjbzKg1VYlVoS8hreszYvoX2urC3aXUGVx3fM41UeH0W7W/axhc2bNzNz5sxwklVeXs7555/P999/z+9+9ztee+01OnXqxJgxY+olSY2xceNGfvKTn6AoSr1js2bNYtasWeEya7E4ePAgZ511Fv/73//47W9/y3vvvcef/vQngsEgo0ePZtmyZeFzp02bxhtvvBHzmA1pd7+iNLTdyLG2IPnFL37BL37xi5YKTQghRAwO18iL00zeITfOoAdL9uGaqYdqQ3vWuqzlDEvsF5dxWpO9u8pZ8ue1JKc4uOnOs0lKtkccr/L4WDR/DR63l0k/P4uu3TNaJK6pU6cyceJE8vJCC11efvllSktLWbduHfn5+QD86Ec/4tRTT+Xpp5/m/PPPb1T/gUCAefPm8dhjj2G32xs8Jy8vj4kTJzJ16lRWrFgR09fzl7/8BZfLxZYtWyKqcIwfP54zzzyTadOmceWVVwLQs2fPmMY6ng4xkyeEEKLtU/wuMBgxWZPi0p+7wo8z4MGaHXruTtN13IqGIejDq/ra5XZmScl2nAlWykurWTR/TcSMXl2CV15ajTPBWi8BbC4bN25k5cqVTJw4MdzWuXNn7r333nCCB2Aymejduzc7duxo9BhvvfUWTzzxBI888gizZ88+5nmTJk1i5cqVbNy4sdFjHOngwYMYDAZUVY1oN5lM/Pa3v42YYJLbtUIIITo8xV+J2ZqKwRD7jy5d1/HU6iSaAxh/mNmp9CvoBnDaQs/q5bfDJC8tI4Gb7jiblDRHRKJ3ZIKXkubgpjvOJi0joUViWrJkCbm5uZx11lnhtmuuuYZZs2ZFnFdZWcnHH3/MwIEDGz3G8OHD2b17N7/+9a8xm499E3PEiBHk5+fzyiuvNHqMI40dOxav18uZZ57J3Llz2bBhQzjh+9GPfsTdd98dU//RkiRPCCFEm6D4XXF7Hq+mOoCqG0hONIXb6lbWOuwubCYr6fb4jNXaHJ3ozZ/9IfNnf3hSEjyADz/8kOHDhx93MYOmadx22214PB4efPDBRo+Rn58fdVHrYcOGxbzA48c//jF//OMfOXToEA888ABDhw4lPT2dK6+8kvfeey+mvhtDkjwhhBBtghKojNueta7yH8qnZB7e7/yQN4iuaBjtleQmZGOMw4xha1WX6BlNBvw+Bb9PwWgytHiCB7Bz5066d+9+zOPBYJAbb7yRpUuX8vvf/54zzjjjmOcqihLxOt6uU8dSUFDArl27Gn3d0e68804OHDjAsmXLuOuuu+jSpQtvvPEGY8aM4b777ou5/2i037/BQggh2g1d11H87rjN5LkqvBh0jdTcw4s4Qitrg/gMrnZ5q/ZoZosJA4dnzwwYMFtMx7miebjdbhISGk4sXS4XF198Mf/4xz+YN28ed9111zH72b17NxaLJeL18ssvNzqehISE8B73sXI6nYwfP57nn3+ejRs3sm3bNs4991yeffbZmJ/7i4YkeUIIIVo9NViFrivxq5F30I09WIU953D5lIO1gdDKWqW8XS66OFLdM3iqengvd1XV6i3GaAmZmZm4XK567cXFxYwYMYI1a9bwj3/8g//7v/87bj95eXkUFhZGvC677LJGx1NZWUlmZmajr6ujqioFBQVMnz693rFevXrxhz/8AYBNmzY1eYxotbsSKkIIIdofxe8CiF+NvENVOIMerJ1OAUIra12Khh70oupqu62RBzS4yAJg0Z/WhBdjNFRepbl069aNoqKiiDaPx8OFF17IwYMHee+99zj33HNP2I/VamXYsGExx1NcXEy3bt2afL3JZCI/P5+//e1v3H333WRkRJah2bJlCwCDBg2KKc5oyEyeEEKIVu9wjbzUuPTndgd+qJEXKp/iDqhogMMa2le2vc7kHWsV7bFW3baEMWPGsGbNmojn56ZPn87WrVu59957sVgsrF27NvzasGFD+LxNmzZFvI+VruusWbOGSy65JKZ+/vCHP+ByuRg6dCjPPvssH330Ee+//z6PPfYYt956K7fffjsDBgyIU9THJkmeEEKIVk/xuzBZkjDEYZsxVdWo8UGiRcVosQCHV9ba7ZUkWxNJsrbs4oOWUnqwCldFbYOraI9M9FwVtZQerGqRmK666irKyspYt25duG3p0qUAPP7444wYMSLiNX78+PB5d955Z8T7WBUWFlJWVsbVV18dUz+nn346GzZs4KKLLuL555/n0ksv5YorruDdd9/lueeeY/78+XGK+Pjkdq0QQohWT/FXxu1WrcflR8dASrIl3FbiDaCrGljL2u0sHkCPPllc97MzSM9MaHAVbV2iV1FWQ48+WS0S0ymnnMLYsWNZsGABZ555JgB79+6N6tpVq1YxdOjQRo03efJkJk+e3OCxBQsWMG7cuLjMsvXq1Yu//vWvJzxv4cKFMY91LDKTJ4QQotUL1ciLz6ILV4UXgNSsw0nOvqoAwRoFn7H97llbp2ff7OOWSUnLSKBn3+xjHm8OM2fOZOnSpVEnd3XmzJnDBRdcEJcYioqKWLp0KU8++WRc+msNJMkTQgjR6gXjWiPPi0kLkpx7+IH4AzUBlNoAHsVFXmLLJjgCBg8ezCOPPMLUqVMbdd24ceN47rnn4hLDww8/zNSpUxk8eHBc+msN5HatEEKIVk1VvOiqP34raw+6cQQ82HK6AqGH7SuDKlqwfS+6aO0am+ABcU3I/v73v0d13qhRo5pUZPlkkJk8IYQQrVpd+ZR41chzldb8UD4lNGNXFVRRALulCgMG8hJkJk+0D5LkCSGEaNUUfyUQx/IpnmCofMoPBW9LvAoAVlslmY40rCZrXMYR4mSTJE8IIUSrpgRcGE0OjObYi/MG/Aq+oIEku4bBHHpiqcQbRNd0dEv7XlkrOh5J8oQQQrRq8Syf4qoIFfhNTbWF2/ZV+1FqgngNFR1iz1rRcUiSJ4QQolULlU9JjUtf4fIp2Unhtv3VfhSvH59W2+7Lp4iORZI8IYQQrVpca+SVe7GqXhJyDxf6rQioqLKyVrRDkuQJIYRotTQtiKpUx23RReVBN86AO7yytjqoEgSsZg9mo5ksR3pcxmlL1h+sZP3BypMdhmgGkuQJIYRoterKp8RvJq8WR8CDJTuU5NXtWWu1VpCbkIXJaIrLOG3F9opq/vTVTv701U52VFaf1FieeeYZbrjhhqjPLy4uJjU1ldWrV5/wXL/fz8yZM+nXrx8JCQn07duXGTNmEAgEwufcdNNNzJkz54R9rV69GoPBcNxzFi5ciMFgYPfu3Sfs70gFBQUYDIaIl91up1evXjz88MP4fL5G9SfFkIUQQrRah2vkpcbcl67reKpUuqlVWDJCM3bhlbXmQ+Ql5MU8RluiajqvfHd4G7ElG/fy6Mj+GE+QwDSHzZs3M3PmTL799tuozi8qKuLiiy/G7XZHdf6UKVNYvHgx06ZNY/jw4Xz55Zc88cQT7NmzJ7y/7KxZsxg0aBCXXXYZ/fv3b/LXEqtLL72UadOmhd/7fD4++ugjnnzySXbv3s2rr74adV+S5AkhhGi1FH8lBqMFo/nYe61Gq7Y6iKIZSHGAwRSasTtQE0DxKvgNleQlDol5jLbk472lFHm8OM2h70WRx8vHe0q5oKDli0FPnTqViRMnkpd3/ERb0zQWLVrE/fffH/WuE+Xl5fz5z39m9uzZPPDAAwBceOGFADz00EPMmjWLrKws8vLymDhxIlOnTmXFihWxfUExyMrK4qyzzopoGzVqFMXFxbz00ks8++yz5ObmRtWX3K4VQgjRaikBF2Zr6glvj0WjbmVtctrhenv7qvyoXh+KHuxQiy48/iDLt+wHYHy/fK7oG0qu3tiyH48/2KKxbNy4kZUrVzJx4sQTnvvNN99w++23c9NNN7F48eKo+vd4PNx+++1cfvnlEe39+vUDYOfOneG2SZMmsXLlSjZu3NiIr+DE6m7xfvDBB4wZMwan00lOTg5Tp05FVdWo+hg2bBi6rrN3794Tn/wDSfKEEEK0WvGskeeu9GHQNdJyUsJt5X4FNRh6Fi2/A5VPWfr9PryKStdkJ+d1zeT8bll0TXbgVVSWfb+vRWNZsmQJubm59WavGtK1a1e2b9/Os88+i9PpjKr/7t27M3/+fPr27RvRvnz5ciwWC3369Am3jRgxgvz8fF555ZXGfRFRmjRpEueee244qZ0zZw4vvvhiVNdu2bIFgJ49e0Y9niR5QgghWq141sirLK3FrlRj+2FlrVfR8ANmkxun2UGKLen4HbQT2yuqWVNcDsDEQV0wGgwYDQYmDuoKwH+Ly9le0XKLMD788EOGDx8e1Wxteno6nTt3jnnMN954g5dffpnbb7+dtLTIRT3Dhg3jgw8+iHmMhtx2221MmzaN0aNH8+yzz9K9e3dWrlwZcY6u6yiKEn7t37+fF198kRdeeIFrr72WzB+244uGJHlCCCFaJV1XUQIezNb4rKytLPHgDHjC5VPqVtaaLRXkJXaKyy3h1k7TdZb8sNhiZJcMeqYlho/1TEvknM4ZALzy3V60KJ95i9XOnTvp3r17RNuRSY6iKGiaFrfxli1bxvXXX8/IkSMbXE1bUFDArl274jbekUaMGBHxvnPnztTU1ES0LVq0CIvFEn7l5+dzxx13MG7cOObPn9+o8STJE0II0SopAQ+gxe92bYUXZ9CDtVPotmyJN4iu66jmAx1mOzOPX6HYE3o28az8jHrH69qKPF6q/EqLxOR2u0lIiFxYc2SSY7FYmDFjRlzGeu6555gwYQLnnHMOb775JnZ7/f2QExISol6121hH32I2Go31EtixY8dSWFhIYWEhX375JZs2bcLj8fDaa6+Rnt64Oo6yulYIIUSrdLh8SuwzeaqqUVWrkatWY05LBUIra1WvgpdKchNafkXpyZBqt3B6bhpfHahk+ZZ9PDiib3gGU9N1/r019Dze6blppNgtLRJTZmYmLpcroq2wsDDi/YlW3Z6IrutMmTKFefPmcf3117Nw4UKsVmuD51ZWVjbqlmi8ZWRkMGzYsLj0JUmeEEKIVimU5BkxWZNj7qvK7UfXDSQnGDEYQzex9lX5UXw+dIveYWbyAK7p35lvS9xsr6zh830VnP3DLdq1+yrYXlmDzWTkmv6xP/cWrW7dulFUVBTRFq8kp84jjzzCvHnzuPfee5k7d+5xb80XFxfTrVu3uI5/ssjtWiGEEK2SEqjEbE3GYIj9R5WrIrRTQGqGI9xW5ldQlSqgY+1Zm+6wMrZ3qM7a65uLqQ0q1AYVXt9cDMDY3rmkOxqe5WoOY8aMYc2aNVHXvTsRj8fD2rVrKS0tBeDrr79m9uzZDB8+nAkTJvDFF1+wdu3a8Mvj8YSv1XWdNWvWcMkll8QllpNNkjwhhBCtUmhlbby2M/Ni0hWSOoX686saXl3HaHCRbk/BYa7/bFZ79qPu2eQk2KgKKKzYeoB/b91PVUAhJ8HORd1b9tb1VVddRVlZGevWrYtLf+vXr2fEiBG8+eabQGihha7rFBYWMmLEiHqv9evXh68tLCykrKyMq6++Oi6xnGxyu1YIIUSrpPgrsSV2iUtfrvIaHAEPtpzQjF3pDytrTZYK8jpQfbw6ZqOR6wd25bl12/hwd0m4/fpBXTAbW3b+55RTTmHs2LEsWLCAM888M+rrRo0a1eDs36hRo5g2bVp4UcWMGTOiXrixYMECxo0bx4ABA6KOoyGTJ09m8uTJJ4z16H13G7vX7YnITJ4QQohWR9d1lIA7fjXyDlXjDLjrlU9Rjfs71K3aIw3ISub03DR0QCe02GJAZuzPPzbFzJkzWbp0aaN2cziW/fv38/rrr3P22Wc36rqioiKWLl3Kk08+GXMMrYUkeUIIIVodTalB14Jxq5Hndvl/KJ8SSvIO1gZRfUH8BneHTfIgtAjDYTbiMLfsYoujDR48mEceeYSpU6fG3Fd6ejpLly6la9eujbru4YcfZurUqQwePDjmGFoLuV0rhBCi1Qn6KwHiMpMX8Kt4/TpOvRZTSmhLsyKPD8XnBRMd8nZtnXSHlcfPGxj+88kUjwQPwG63079//0Zf9/e//z2q845167U1kiRPCCFEq1NXIy8eSZ67MlT8NyXJHC6dUeZTUINVGM1GchJOXk201uBkJ3ei+cjtWiGEEK2O4q/EZEnEaIy9IG+4fEpmaLeBoKZRo+kYjC46OTMxG2W+Q7RPkuQJIYRodZSAC7M1NS59uSq8WDU/CTmhGbtSrwIGMJrLOlQRZNHxSJInhBCi1QnVyEuNS1+uslocfle9lbUBw74Os52Z6JgkyRNCCNHqKP7KuBVCriypxhn0YMkOJXSHagOofgXVUCMzeaJdkyRPCCFEq6IpPjTVF5eZPF3X8bgDETXyiqv8KP5aAPISc2IeQ4jWSpI8IYQQrYoScAHEpUaetyZIUIUEgw9TUhIQul2rBquwGq2k21NiHkOI1kqSPCGEEK1KPGvk1a2sTUmxYjAYUDSdKlUHQyX5idkYDfJjsLV45plnuOGGG6I+v7i4mNTU1HpbgzXE7/czc+ZM+vXrR0JCAn379mXGjBkEAoHwOTfddBNz5sw5YV+rV68Ol+I5nj179nDrrbfSpUsXrFYrWVlZXHbZZXz88ccR502ePJmCgoIT9tcUsm5cCCFEq6L4XRhMNkxmR8x9uSq8gE5KVmgWr9wXBAMYzKVyq7YV2bx5MzNnzuTbb7+N6vyioiIuvvhi3G53VOdPmTKFxYsXM23aNIYPH86XX37JE088wZ49e/jrX/8KwKxZsxg0aBCXXXZZk4opH+ngwYOcddZZdO7cmd/+9rd06dKF0tJSXnzxRUaPHs2//vUvrrzySgCmTZvGlClTYhrvWNpNkrdq1Sp+/etf891339GpUyfuuusu7rvvvmNm24qiMHfuXP7617+yf/9+evfuzcMPP8y1117bwpELIYQ4kuKvxBKnRReuCi8OtQZHThYAJT4FgKBhH3mJfeIyRltVXbmLnd8sJuj31DtmMJrJ6T6avJ5jWiSWqVOnMnHiRPLy8o57nqZpLFq0iPvvvz/qXSfKy8v585//zOzZs3nggQcAuPDCCwF46KGHmDVrFllZWeTl5TFx4kSmTp3KihUrYvp6/vKXv+ByudiyZQvJyYf3Ax4/fjxnnnkm06ZNCyd5PXv2jGms42kX89Rr165l7Nix9OvXj2XLljFp0iQefPBBZs+efcxrHn/8cX79619zww03sGLFCkaOHMl1113H0qVLWzByIYQQR4trjbyyGhw+V8TKWi2ooOHt0NuZARzc9WGDCR6ArilUHvy6ReLYuHEjK1euZOLEiSc895tvvuH222/npptuYvHixVH17/F4uP3227n88ssj2vv16wfAzp07w22TJk1i5cqVbNy4sRFfQX0HDx7EYDCgqmpEu8lk4re//S2/+MUvwm3Nebu2XSR506dPZ8iQISxevJhLLrmEp556igceeICZM2fi9XobvOZvf/sbEydOZPr06Vx44YU8//zznHXWWTz//PMtHL0QQogjhWrkxWkmr7QWZ9BzeGWtx4/iC62s7cjlUzQ1gLtsc/i92ZpY75zOfca2SCxLliwhNzeXs84664Tndu3ale3bt/Pss8/idDqj6r979+7Mnz+fvn37RrQvX74ci8VCnz6HZ3RHjBhBfn4+r7zySuO+iKOMHTsWr9fLmWeeydy5c9mwYUM44fvRj37E3XffHVP/0WrzSZ7f72f16tWMHz8+ov3qq6+mqqqKzz77rMHrfD5fxBQqQEZGBuXl5c0WqxBCiOPTtNDK13gsutA0HU+1gjPgwVo3k+cNoioeEi2JJFoTYh6jraqq2B7+c+e+40hMLYg43m3ABFKyBrRILB9++CHDhw+PajFDeno6nTt3jnnMN954g5dffpnbb7+dtLTIXyiGDRvGBx98EFP/P/7xj/njH//IoUOHeOCBBxg6dCjp6elceeWVvPfeezH13RhtPsnbuXMngUAgIhMH6NWrFwBbtmxp8Lp77rmHRYsW8c477+DxeFiyZAnvvPMON954Y7PHLIQQomGqP/QgfTxm8qrcPnQdEs0BTIkJqLqOR9HQqaRzB57FAzBZnIABiy0Zb/UBXCWHb0/m9vgRmZ3PbLFYdu7cSffu3SPaFEWJeGmaFrfxli1bxvXXX8/IkSMbXE1bUFDArl27Yh7nzjvv5MCBAyxbtoy77rqLLl268MYbbzBmzBjuu+++mPuPRptP8upW1hw9K5f0Qz0kj6fh5w1+9atfMXLkSH784x+TkpLCDTfcwM033xx+KFMIIUTLC4Zr5KXG3Jer/IfyKak2ACp9CroBMJeQn9Sxk7zE1AIGnvMA6blDKd+3LtyenNEHe0I2uqYe5+r4crvdJCREzqpaLJaI14wZM+Iy1nPPPceECRM455xzePPNN7Hb7fXOSUhIiHrV7ok4nU7Gjx/P888/z8aNG9m2bRvnnnsuzz77bMzP/UWjza+uPVF2bzTWz2P9fj/nnnsuBw4c4IUXXqBfv36sWbOGp556isTERH7/+99HNXZ6enq95PLo2I63+qcutvT09KjGE62TfI7tg3yOrYNS7cdgNJPVqQuGJtSwO/Jz3OZzYUIls3M26enp7D3kAiDIAXpnn33SPmuLxXJSxj1ajXsvh3avDr9PzuyHt/ogu75dQsDnIqf7BS0SR2ZmJi6XK6KtsLAw4v2JVt2eiK7rTJkyhXnz5nH99dezcOFCrFZrg+dWVlaSmZnZ5LFUVaVnz57cfPPNPPHEExHHevXqxR/+8AeGDBnCpk2bGDRoUJPHiUabT/JSUkLVyquqqiLa62bw6o4faenSpfzvf//jvffe46KLLgLg/PPPJyUlhbvuuovbbrut2b/xQggh6gt4y7E50puU4B2toqwGR7AKZ16oHt6Bah+aoqLjpUtKbElDW+cu28Lujf8Iv3cmdyG7yzls3xCqGWcwmloslm7dulFUVBTRNmzYsLiO8cgjjzBv3jzuvfde5s6de9zn/4qLi+nWrVuTxzKZTOTn5/O3v/2Nu+++m4yMjIjjdY+RtUSe0eaTvJ49e2Iymdi+fXtEe937hgoa7tmzB4Bzzjknov28884D4LvvvovLN9/r9VJbW3vM43W/RVZUVMQ8ljh55HNsH+RzbB2q3QcxmJOb/Dkc+TkeLC7H6XOhJPeioqKCrYdcKP4aABJU20n7rGtqak7KuOHxPcVsX/+XiLa0ToPZ+c3hkiSp2S030TFmzBjmz5+PrutRLb44EY/Hw6ZNm+jZsydZWVl8/fXXzJ49m+HDhzNhwgS++OKLiPMHDBgQviun6zpr1qzhl7/8ZUwx/OEPf2DUqFEMHTqUKVOmMGTIEFRV5ZNPPuG5557j9ttvZ8CA5l/Y0uafybPb7Zx33nksW7Ys4tbo0qVLSUlJ4Ywzzqh3TV1tnE8//TSi/b///S8APXr0iGrsiooKSktLj/k6XoInhBCivrjWyCv34gh6sHYKPX93sCaAplSRYUvHamr4Vl17p2kKOzb8rV77vm1voamhLb4s9lRsjpa7lX3VVVdRVlbGunXrTnxyFNavX8+IESN48803AcL5QWFhISNGjKj3Wr9+ffjawsJCysrKuPrqq2OK4fTTT2fDhg1cdNFFPP/881x66aVcccUVvPvuuzz33HPMnz8/pv6j1eZn8gAeffRRLrroIq655hpuueUW1qxZw9NPP82sWbNwOp31svrLL7+cM888kxtuuIEnnniCfv368cUXX/DUU09x+eWXM3z48JP9JQkhRIej6xpKwB2XlbXBgEqtV8MZdGPtlI2m67hVDY1yOid33O3MdE1BVQPHPadT15EtFE3IKaecwtixY1mwYAFnnhn9qt5Ro0Y1+Nz7qFGjmDZtWnhRxYwZM6JeuLFgwQLGjRsXl1m2Xr16hbdMO56FCxfGPNaxtIskb/To0SxdupTp06dzxRVXkJ+fz9NPPx1eorx+/XouuOACXnrpJSZPnozJZApvg/bkk09SUVFBjx49ePTRR7n33ntP8lcjhBAdkxqoAl2LS408V0VoZW2SRcVot1PhV9AA3VRCfmLTn7dq60xmO/3PnEKtp/iYx5Mz+zZ4rDnNnDmTkSNH8vjjj9O1a9eY+tq/fz+vv/4677zzTqOuKyoqYunSpfXu8rVl7SLJg9B+cEcXRK7TULafnJzMvHnzmDdvXkuEJ4QQ4gQUfyUQn/Ip7srQbkcp6Q4ASrzB0BiUkJdQ/zGejsSekIU9IetkhxFh8ODBPPLII0ydOpVXX301pr7S09NZunRpo5PFhx9+mKlTpzJ48OCYxm9N2k2SJ4QQom0L1cgzYLbWr4rQWK4KH1Y9QEJO6NmyktoAuqqi6zUdejuz1mzq1Klx6cdutze46PJE/v73v0d13rFuE7dGbX7hhRBCiPZB8VdisibHpXyHq9yLI+AO71m7rzqA4q/FZDCR5cw4wdVCtA+S5AkhhGgVFL8LSxyexwNwldXg9LvCSd6B6gCq6ibbnoUxDjX4hGgL5G+6EEKIVkHxV2K2xr6yVtd1XJU+HAEPluxsdF2nUlHRqKBLSsddWSs6HknyhBBCnHS6rodq5MVhJq+mOkAwqJMQ9GDNzsYTVFEBzXhInscTHYokeUIIIU46TalF14JxqZFXURbaUSLJoWO0WcMrazW9XJI80aFIkieEEOKkC5dPicNMXkVpNaCTnO4EQuVTdE1D06vJkyRPdCCS5AkhhDjpgn4XEJ8aeeWlNTh0H46cH1bWVgVQAjXYDDZSrEkx9y9EWyFJnhBCiJNOCVRiNCdgjMOeshWlNTh8LqydQgV/91f7UVU3nZzZGAyGmPsXoq2QJE8IIcRJF0v5FL9PodrjD78vP+TB6Xdhyc6myu2j0htE08vpJitrRQcjSZ4QQoiTTvG7mrTowu9TePOfm/n3K99R7fGjqRqVlV6cQTeBxHSWv7KJtK/LMGjldE6SJE90LJLkCSGEOOmUgKtJz+MFAyre2iAel59/v/IdxXsr0TQwqwHeeb+MarcfU0BDVzyy6EJ0OJLkCSGEOKk01Y+m1DZpZW1iso1xEweSnGrD4/Kz7O8bANiZNQyP2481ycKhIRkELGXkJWbHOXIhWjdJ8oQQQpxUSt3K2ibWyDsy0aupCj2b5zM5SU61kXxePgGjnwRTIg6zPV4hC9EmSJInhBDipIpHjbzEZBsXju0d0Xbh2N4cVHVU1U2OU2bxRMcjSZ4QQoiTSgm4MBitGE2OJvdR7fHzwX+2RrR9sHIblR4fGmUUpObGGqYQbY4keUIIIU6qoL8Ssy2tyTXsqj2hRRcedwB7sIrTi98i0QEel5+09WUYAy66JsvKWtHxSJInhBDipIqlRl61x8+/l2zE4/KTkGhm6L53SPGV8uPRGTiSLJh9Kl2/60waGfENWog2QJI8IYQQJ1VTa+QBWKwmOFSMPVjFqRtfxa7UAlD++2cZ8u0r2INVKGYfeSmZ8QxZiDZBkjwhhBAnja4pqEFPk/estdnNnLb/fYYWvxNO8OrYlVqGFr9Def/tOB2yslZ0POaTHYAQQoiOSwm4gdhW1vafNxeAd/+5kR4f/wWAns/O4S/bKthTuZe8lOKY4xSiLZKZPCGEECdNrDXyAIw2G0abjbLyQERbqWbEb3HTI01W1oqOSZI8IYQQJ43irwSDCZMlKaZ+amuC1NYGw+99qoZPB40KuqZIkic6JknyhBBCnDTBgAuzNaXJ5VPqlJfUoBkt1FqSGLbwRcq10I83TaskX/asFR2UJHlCCCFOmlhW1h6prKQGk0EjJcWGJTmZEm8QXddBqyHdnhp7oEK0QZLkCSGEOGkUf2VMiy7qlJfUkqzXkNSzBwAHagJoipdUc2rMs4RCtFVRJXm//OUvWbRoEZs3b27ueIQQQnQQuq6hBNxY4jGTd6iGhJpDJPToDkBxlR9Vc5GXIHvWio4rqhIqf/zjH8O/CSUmJjJ06FCGDx8efhUUFDRnjEIIIdohNVgNutrkGnl1FEXDVe4lu6aUhB7nAlDmC6JRRs/0vDhEKkTb1Kg6ebquU1VVxSeffMInn3wSbk9PT2fYsGERiV9OjuwTKIQQ4tgUfyUQW408gMqyWnQdEv0VJPTsgV9RqdV0NK2SgrSBcYhUiLapUUnevHnzWL9+PV9++SWbNm1CVVUAysvLWbVqFatWrQqfm5eXF5H0DRs2jNTU1LgGL4QQou0KJ3nWlJj6KTtUA+ikOjSsqansddeCwYCqVZInK2tFB9aoJO+OO+7AaAw9xufz+diwYQNffvll+LVlyxY0TQNg37597N+/n3//+98AGAwGFEWJc/hCCCHaKsXvwmRNxmCMbfOl8pJaEgw+nF3zUTWdvVWh7c2Mqp9EizMeoQrRJkX1f9aBAwdYu3ZtOMEDsNvtjBgxghEjRoTbqqurwzN9da8dO3aElrELIYQQRwjVyIvPoovE2jKs/bry7Lrt7PHUoio+0i2xzRAK0dZFleR16tSJcePGnfC8xMREzjvvPM4777xwW3l5OVlZWU2PUAghRLuk+F1YnbE9v63rOmWHauhSW8Kmzhexw1UDgMEIubKyVnRwzV4nT57DE0IIcTRd11H8lVhiXHRR5fYTDGpY8fKJfvjWrNFoJzmxR4xRCtG2NUuSt2fPHt5++20ATCYTL774Ij/72c+aYyghhBBtkKZ40bVAzOVTQosuYMfpp+HToHOSHQg9IrSjNpWAqsUYqRBtV5OfdtU0jW3btrF582Y2b97Mpk2b2Lx5M1u2bKG2tjZiocUtt9zCLbfcEreghRBCtG1KoK58SmzP5JWX1KIlG9nZoy8Ap6Uksmu/B1OCQo3i5KP9Hi7ukhpruEK0SVEled98801EIrdp0ya2b99OMBiMOE8WWAghhIiG4ncBsdfIKympprxPaIGFUlrDX1bvBsCWaSd9kJNPD3gYkuEk22mNaRwh2qKokrzTTjstYu+/YyVzBoOB0aNH069fP/r16xefCIUQQrQ7it+F0ezEaLI1uQ9d1/kk6X+Yks9G14PUOJbhON0XPh5UfozF3Jk/fvslj58xQvawFR1Oo3e8yM3NpVevXhGviooK7rjjDgDee++9ZglUCCFE26f4Xfiqi/B6dmIwWqku/xYAg9GMM7UvBkP0j4pX1XqpsewnSdcwGCyYjOko6v4fjlowGUO3gj2B/QS0IDaTzOaJjqVRSZ7BYGDgwIH84Q9/iJip+/jjj+MemBBCiPZF1zUObnkZTT0821ax963wn5Xc80nJOSvq/ipKa9C0SgLBzdisAylIvxy3z4/Ht4F+aQPZ43Wiam78gY2Uu8aQlyFJnuhYovqVadGiReTn56PrOh988AGnnnoq9913H1VVVc0dnxBCiHbCX10ckeAdzWxrXPHikkOhnS18/i9xmAyU+VSCmNF1P3u9oXIqXt8aQGXXwZomxy1EWxVVknfDDTewdetWnnjiCRISEggGg/zud7+jT58+LFy4UBZcCCGEOKGaio3HPJbc6SwS0vo3qr+KklDiphNgZObhGnk2az90oF+qDUUtBkAexxMdUdQPP9jtdqZNm8bWrVuZPHkyBoOBQ4cO8bOf/YwbbrihOWMUQgjRDoQXWRhMEe3OtIGk5J7XwBXH5yo9PDvn2uchyRL6kWYyZWIxGjgtwRI+XpCT0ISIhWjbGl0MOScnh7/97W98+eWXXHDBBei6zoEDB8LHFy9eHNcAhRBCtA8peeeR3GkE6GpEu9Fsr9d2IqqqUVFx+NbvW58X4z1UG76zNNBh5e9vbg8fz0ixxxC5EG1Tk3e8OO200/jggw9Yvnw5vXv3DrdPnjyZYcOGsXr16njEJ4QQop1Qg9V4Dn0efm+yJAFQXfrVcW/lNsRV4UM/YjMLRVco+uYg7m1l+A54ePutLZR65Dk80bFFleStX78eVW34t6zLL7+cjRs38txzz5GWloau66xfv56LLrooroGeyKpVqxg+fDhOp5Pu3bszd+7cEz4r+Oabb3LGGWfgcDjo3LkzU6ZMoaZG/lEQQoh4U4O1lGx75YgWA7aEvPA7iyOrUf2VH4r8t9ox5EMcp78HucvxJb6GY+h7OIZ8GEvIQrR5USV5w4YNIzU19ZhJk9lsZsqUKWzfvp27774bi8XSoosx1q5dy9ixY+nXrx/Lli1j0qRJPPjgg8yePfuY1/znP//h8ssvZ+DAgbz55ps89NBDvPTSS9x2220tFrcQQnQEuq5RuvN11GD1ka3UuraE31mdefUvPI6ykhqcip8uQecJz+2Z0hWr0XLC84Rob6Kuk1dbG3rW4XgVw1NTU/nd737HXXfdxYMPPhiXAKMxffp0hgwZEn4e8JJLLiEYDDJz5kymTJmCw+God82vfvUrrr76al566SUARo8ejaqq/OEPf6C2than88T/cAghhDgxNVhNoPbAMY8nZg5t9G4UZQeqSKwt586UC7CfMZQVuypYd+AACdqXzLnsHiorK8PnWo0W2e1CdEiNeiZvwoQJzJo1i/fffx+Xy3XM83r37s0bb7wRa2xR8fv9rF69mvHjx0e0X3311VRVVfHZZ5/Vu2bDhg3s2LGDX/7ylxHtU6ZMYceOHZLgCSFEHJmtyaR3vZSEjFOxOnMBsCbkk5BxKknZw0nJOadR/em6TtmhGpL8Fdi7dcNmsrK3SkXTy+mX1QO72YbNZA2/JMETHVXUSZ6u6yxfvpxf//rXXHzxxWRkZNCrVy+uu+465s6dy8cff0x1dXW961RVJScnhyuuuCKecYft3LmTQCBAnz59Itp79eoFwJYtW+pd8/XXXwOhsjBjx47F4XCQnp7OPffcg9/vb5Y4hRCiI0vMGExG10tIzBwKQHbPCWR0vYS0/NGYLI37xbq2Oog/oJOkV2HN6URA1SgPKqgcYli3vs0RvhBtUlS3a3/3u99RWFhIYWEh27ZtCz9vt3PnTnbt2sW//vUvILTtWe/evRk2bFj4dcopp1BSUsJ//vOfZvkC3G43AMnJyRHtSUmhVVsej6feNaWlpQCMHz+eiRMnct9991FYWMj06dMpKSnhlVdeqXeNEEKI2AV9pZisyYdr5jVB2Q9FkDMy7RiMRvZX+QADqlpC/+wecYpUiLYvqiTv7rvvDv/Z4/Hw5ZdfhpO+wsJCioqKgNBs35YtW9i6dWs4UTIam1ylJSqaph33eEPjBwIBIJTk1S3OuOCCC9A0jYcffpjHH3+83sxgQ9LT0+sll0fHdrwFKHWxpaenn3As0XrJ59g+yOfYMir3ukhIzo/p+7z56wrMepCcPl1JT09nvbsEXVOxaCopjtC/ya35c7RYZBGIaBlRL7yok5yczOjRoxk9enS4raSkhHXr1oWTvi+//JKysjKAY5ZeiZeUlNBeh0fvo1s3g1d3/Eh1s3xjx46NaL/kkkt4+OGH2bBhQ1RJnhBCiMbxVR8iLWdITH0cLKok0VdOYs+eAGyvqEZRKuic0DkeIQrRbjQ6yWtIdnY2Y8eOjUiadu/eHU761q1bx/r16+MxVD09e/bEZDKxffv2iPa69/37198Lsa5489HP3wWDQYAGV+M2hdfrpba29pjH637TrKioiMt44uSQz7F9kM+x+WmKj6DfjUpSTN/n/XvKSfZXomZmUFFRwbbyKlT9ID1T8sJ3d1rz5yj1WEVLiUuS15CCggIKCgqYMGECQLPVzbPb7Zx33nksW7aM+++/P7yKaunSpaSkpHDGGWfUu+a8884jISGBV199lcsuuyzcvmLFCsxmMyNGjIhq7IqKClmoIYQQUQr4Qs9DN7bw8ZGCARVPtUK+4saam0N1UKVG01G1EgbnnRKvUIVoF5otyTtacy5hf/TRR7nooou45ppruOWWW1izZg1PP/00s2bNwul04vF42LRpEz179iQrK4vExERmzJjBfffdR1paGldeeSVr1qxh9uzZTJkyhayspv8DJIQQomFBbxlgxGJr+vNy5aW1gIH0NAsGk4l9VV4AVKWcLkm58QlUiHaieVdFtJDRo0ezdOlStmzZwhVXXMGSJUt4+umnwwWZ169fz4gRI3jzzTfD19x777387W9/4+OPP+bSSy/lb3/7G0888QRz5sw5WV+GEEK0a0FfKRZ7Ogajqcl9lJfUYtA1MrtmAFBU7UdTAyQabFiMLTZvIUSb0G7+jxg/fny9gsh1Ro0a1eDt4p/+9Kf89Kc/be7QhBBCAEFvKRZ7Zkx9lB3w4Ay4cXbrAsBOlw9FKaVHYuO2RROiI4hqJm/JkiVs27atuWMRQgjRTum6TsBXGtPzeAClxW4SAxXYu3VF13X21QbQOMigTt3jFKkQ7UdUM3k33ngjBoOBlJQUhg0bxvDhwznjjDMYPnw4eXny25MQQojjU4NV6Ko/piRP03QqXQEKAi5s+XlU+lWCgKKW0j/r/PgFK0Q7EfXtWl3XcblcfPDBB3zwwQfh9pycnHDCV/ffhmrTCSGE6LiCvlDtVKu96Umex+VD0QykJZswmM0UuX8oRaK6yXSkxSNMIdqVqJK8X//61+FdLo6uPXTgwAFWrFjBihUrwm29evXijDPOYPHixfGNVgghRJsU9JZiMFowWZs+CVBeEqo7mpUf2tVib5UfVakhw5zarBUchGirokrynnzyyfCfd+7cGbG7xfr16+sV/N22bRvbt2+XJE8IIQQAgR8WXcSSjJUe8GBVaknpUbfowouqldAztUu8whSiXWn06toePXrQo0cPrrvuOiC0P+t3330XTvzWrVvHxo0bm307MyGEEG1H0FeG1dkppj5K91aS5K/A1nUYqqZTGlBQtUOckntafIIUop2JuYSK0Whk8ODBDB48mJ/97GcA+Hw+vv7661i7FkII0Q7oukbQV0ZC+qCY+ikv95EdqMTWOZ+D3iAaBhSthF5pMpMnREOapRiy3W7nrLPOao6uhRBCtDGKvxJ0Fauj6TXyvLVBvAEDaQlgtFoprgmg6xoWJYDTEp/9xoVob9rFjhdCCCFar6D3hz1rY1hZW7foIiMnEYBdbi+q4ibPEdstYCHaM0nyhBBCNKuArxSj2YnJktDkPsoOVGHUFDJ6hPan3e3xoeqH6JfVLV5hCtHuSJInhBCiWQW9ZTHN4gGU7CknMVCJs6ArflXDrWioWgmDOhXEJ0gh2iFJ8oQQQjSroK80pufxAMpKakj0V2Dr0pn9NQEwGFCVMjon5cQpSiHaH0nyhBBCNBtNC6L4K2PazkxVNDy1kGpXMdpsFFX70TWFJCyYjTEXiRCi3ZIkTwghRLNRfOVAbIsuKsq86BjIzHYCsN3lQ1HK6Zoke6cLcTyS5AkhhGg2gfDK2qbfri07WAW6TmZBKFEsrvahcojBOd3jEqMQ7ZUkeUIIIZpN0FeKyZqC0WRtch8lu8twBD0k9ehKVVDFhwFVLaVvpqysFeJ4JMkTQgjRbILeUqwxPI8HofIpSf5KbF27sK86EGpU3GTYU2MPUIh2TJI8IYQQzSbW8im6rlNZpZFsDWByONhd5UNT/WRYkjAYDHGMVIj2R5I8IYQQzUJVvKhKNZYYyqdUewIENSMZGTYAtld6UdQSest+tUKckCR5QgghmkU8tjMrPVgFQHbXDHRd55AviKof4pRcWXQhxIlIkieEEKJZBH2lYDBisac3uY+SXaVYVB+pvTpT4VdQDaFFF91TOscxUiHaJ0nyhBBCNIugtwyLLQODwdTkPsqKXST6K3B07UpxTWjRhVX147Q44hWmEO2WJHlCCCGaRcBXGtNOFwAVLoVkow9TYgLbK72oShV5zti2SBOio5AkTwghRNzpuk7QWxpTEeSAX6FGMZOeFtq6bJfbi6odon9WQZyiFKJ9kyRPCCFE3KnBKnQtEFONvLJDNQBk5aeiajqVioaqlTIgW4ogCxENSfKEEELEXXhlbQxJXsnOEgy6SlaffA55g+gGA6paTufEnHiFKUS7JkmeEEKIuAv6SjEYrZgsyU3uo2RvOQkBF86Cruyt9qPrGokYMBmbvpBDiI5EkjwhhBBxF/CWYnFkxrQrRUV5gGS9BnNyMlvLa1FVF92Tc+MYpRDtmyR5Qggh4i7oLcUaQxFkTdNx+02kJ4d+TBVV+1C1QwzOkSLIQkRLkjwhhBBxpesqQX9FTM/jVZbXomEkIy8Zv6pRo4OqltA7XRZdCBEtSfKEEELEleKrBF2NaTuzkp0lAHTqlcO+mgAYDKB6SLenxCtMIdo9SfKEEELEVcBXt7K26TXySnaVYgtWk9KrgF1uH7qmkGlxxPSMnxAdjSR5Qggh4iroLcVoTsBkdja5j/KSWpK1KsypKWyrqEVRS+mT3jWOUQrR/kmSJ4QQIq6CvrKYiiADVNYaSUvQATjgC6DqJQzOKYhDdEJ0HJLkCSGEiKtYtzOrqfITwEJGpwSqAipBgxFVKaUgpXMcoxSi/ZMkTwghRNxoagAl4IppZe2hHxZdZPfIpqjGD4BV8+Ew2+MSoxAdhSR5Qggh4iboKwNi3M5sxyFMWoDMvt3YVlGLpnrJc6bHK0QhOgxJ8oQQQsRNOMmL4XZt2cFqkhQPlox0drq8KFoJg7KlPp4QjSVJnhBCiLgJeksx29IwGi1N7qOySifFrgJQrqioWin9sgriFKEQHYckeUIIIeIm6Itt0UUwqFKt2cjMtFPuV9AMRjSljLyE7DhGKUTHIEmeEEKIuAl4y2J6Hq90VykYDGQXZLDHE1p0kWQwYDKa4hWiEB2GJHlCCCHiQg3Woik1WGPYzuzQtgOga2T378qWshpU1UP3lE5xjFKIjkOSPCGEEHERjMN2ZqX7XCQoVThystld7UXVSjglp3u8QhSiQ5EkTwghRFwEvaVgMGG2Nb3cSaVbJcUaRNWhWgdFLaFnmmxnJkRTSJInhBAiLgK+Uiz2DAyGpv1o0XUdt2IjPc3KIW8QDEYMqoc0W3KcIxWiY2g3Sd6qVasYPnw4TqeT7t27M3fuXHRdj+paRVE444wzGDVqVPMGKYQQ7VjQW4YlhufxKvdVoBrMZHVOZXtlLbqukWWxYTAY4hilEB1Hu0jy1q5dy9ixY+nXrx/Lli1j0qRJPPjgg8yePTuq62fNmkVhYWEzRymEEO2XrusEfWVYY1hZe/D7YgBy+3dmS3ktqlpB3wzZr1aIpjKf7ADiYfr06QwZMoTFixcDcMkllxAMBpk5cyZTpkzB4XAc89r//e9/zJw5k5ycnJYKVwgh2h014EHXAjHVyCvZW4lV1Ujulsv+dXtQtRIGdeodxyiF6Fja/Eye3+9n9erVjB8/PqL96quvpqqqis8+++yY1wYCAW666Sbuvvtu+vbt29yhCiFEuxUIr6yN4XZthZ8Ukw+/DgGDEVUtpVuyzOQJ0VRtPsnbuXMngUCAPn36RLT36tULgC1bthzz2hkzZhAMBnniiSeaNUYhhGjvgt5SDCYbJktSk/twBSykJZvYV+0HgwGr7sdutsUxSiE6ljZ/u9btdgOQnBy5+iopKfQPjcfjafC6wsJC5s6dyyeffILNJv+ICCFELIK+Uqz2zCYvkqipqMJndJCZ72BzWS26FiTf0fSEUQjRDpI8TdOOe9xorD9Z6fP5uPnmm7nnnns444wzmjx2enp6veTy6NiOt8K3Lrb09KbXlBInn3yO7YN8jrEp2VpJYmpBk79/B9bvBKDXkD58WuFH0Uo5s9eARvfXFj5Hi8VyskMQHUSbv12bkpICQFVVVUR73Qxe3fEjPfroo2iaxrRp01AUBUVR0HUdXdfDfxZCCBEdTVPw1ZbgSGz6Arb92w5i1BTyBvbgkM+PqpYyMKdXHKMUouNp8zN5PXv2xGQysX379oj2uvf9+/evd83rr7/Onj17SExMrHfMYrHw0ksvMXny5Jhj83q91NbWHvN43W+aFRUVMY8lTh75HNsH+RybLuAtBV0joDmb/P07sN9NksFEUXk5qtGEppaToNoa3V9b+BxrampOdgiig2jzSZ7dbue8885j2bJl3H///eHnQZYuXUpKSkqDt2P/85//4Pf7I9p+8YtfALBgwQK6d49un8SKiop6/QghREcT9IZW1lpjKITsqjWSkQy73T4Akow6xibunCGECGnzSR6Ebr9edNFFXHPNNdxyyy2sWbOGp59+mlmzZuF0OvF4PGzatImePXuSlZXF4MGD6/VRt1Bj2LBhLR2+EEK0aUFfGSZLIkazvWnX19RSbUygbycjm0pr0LRaeic1PWEUQoS0i1+TRo8ezdKlS9myZQtXXHEFS5Ys4emnn+bBBx8EYP369YwYMYI333zzJEcqhBDtT9BbGtN2Zoc27UU3mMju2YndVbWoagmn5BbEL0AhOqh2MZMHMH78+HoFkeuMGjXqhIspVq9e3QxRCSFE+xfwleJMbXpB+ZIdhwArnfp1xvPtfhStlJ6pp8UtPiE6qnYxkyeEEOLk0FQ/asAd03ZmZYeqcepeqoxGMJowqB5S7ccuTyWEiI4keUIIIZos6CsDwBrLdmbVkOpQ2VoRqkaQLXXkhIgLSfKEEEI0WdBbBhgw2zOadL3q9+MhgYwsB9+X1qCqbvpl5Mc3SCE6KEnyhBBCNFnAV4rZlobR2LTZt8ptRSgmG9kFWezzelG1EgZkd4tzlEJ0TJLkCSGEaLKgtxSLo+nP4x3cuh+AjL55+IwmFKWUrskykydEPEiSJ4QQosmCvrKYiiCX7fdg0YNUWy1gMGLTfdjNtjhGKETHJUmeEEKIJlGDNWhKLZYYFl1UeFRSbEE2l9ag6ypdnPW3mxRCNI0keUIIIZqkbjuzphZC1oJBPKqd9HQrWytqULUKBnWS5/GEiBdJ8oQQQjRJwFeKwWDGbEtt0vU1e/bhtSST3SWdUiWIqpbQJ6NrfIMUogOTJE8IIUSTBL2lmO0ZGAxN+1Fy8PsiAFJ75aGaLGhqBTkJsmetEPEiSZ4QQogmCfrKYiqCXFrkwqBruJ2h8ivJRg1jExNGIUR98n+TEEKIRtN1naCvLKbtzCoqAySZA2wqqUHXAvRMTo9jhEIISfKEEEI0mhJwoWvBJq+s1RUVd9BKeqqZXVU1KFopg3O6xzlKITo2SfKEEEI0Wmg7M5qc5Hn37afakkpmfgoeXUdVS+mR2iWeIQrR4UmSJ4QQotGCvlKMJjsmc9Pq2pVtLUIzmkno0QndZMGgeUixJcU5SiE6NvPJDkAIIUTbE9rOLAuDwdCo6zS/n213TQHA2GMi5TYL4CfbIj+OhIg3mckTQgjRaEFfaaMWXfh9CtUef0Sb3aiw3e3FUFtF/9TceIcoRIcnSZ4QQohG0TWFoK8i6ufx/D6Fla9t4t9LNuIpqw63ZzhUDpZU0mmDi+ovEvD7lOYKWYgOSZI8IYQQjRL0VwA61ii3MwsGVDx7D+JxB3jjb1/hMzsB6LL5bXK+2I/Fb0TzGQgG1GaMWoiOR5I8IYQQjXJ4z9robtcmJtsYuu8d7MEqfJYk1udfgtuexfr8S/BZkrAHq7hi0iASk23NGbYQHY486SqEEKJRgt5STJYkjGZ71NcM/v1v6V4VYMU/t1DlSeKrzpcCoNiN+M6olgRPiGYgM3lCCCEaJeAra3R9PKPNRnJmEueNjJz9K+1nYVDvrvEMTwjxA0nyhBBCNErQW4olyufxjlTt8bP6vWJ0QP+h8krm917yLHnxDVAIAUiSJ4QQohE01Y8a9GBt5ExetcfPv1/5jpqgCU+PJPZfkE91jgOLz8ja5QfrlVcRQsROkjwhhBBRa+yiCzic4HlcfhSnAU+3JDSgsn8aQaeCxxU6LomeEPElSZ4QQoioBXxlgAGLPSPqayxWEw6nBbtZ5VC/dKjbJcNgoOrURJJTbTicFixWU/MELUQHJUmeEEKIqAW9pZjt6RiM0RdnsNpMDL4gj42ZNrRUO5qq4d5WDkC1LZ19GWbOu7w7VpskeULEkyR5Qgghohb0lWJtxK1aXdd5+su/8Lut87H0SwbArxSi5ywjqBRjMBoozffw2FezefarF9F1vblCF6LDkSRPCCFEVHRdD62sbcSii4AWZLenCLvtdIxGB6paiT+wEQCvbw26rmIxd8Vs7sYO914CWrC5wheiw5EkTwghRFQ0pQZN9TW6fIrB4MRqGQDApF4FTOr9f6QkTqazvSvn5IRm9xzW4XGPV4iOTpI8IYQQUQnUraxtZPkUXQ+iEwCgSjXw5SEvmlbL4OxcKvyh/Wo1vSq+wQohJMkTQggRnaCvFIPBjNma2tgr8fnXAfB+sZuDqkZA+R6nvRvfu3yg63j9a+MerxAdnSR5QgghohJ6Hi8TQ10JlChogdAMXiC4BaU6gF/TwWBAU4ooLAutpq0u8qBp7maJWYiOTJI8IYQQUQl6yxr9PF7VNxvDf3ZtKUPXdQwGAymmS3AFVFSfQvUeV5wjFUKAJHlCCCGioOsaQV9Zo5/H2/nF9vCfM51Qe6AaAMWeCIBnRwXnDEqLX6BCiLDoq1kKIYTosBS/C11XGrWdmVpby97yw3MJrs5vYsCGpl+D0WAnqOzD0PUtvmqOgIUQMpMnhBDixIK+0MpaayNm8irWbaDC1oVOZIfbdPzUej8iqOzB6/s04vyeKV2xGi3xCVgIITN5QgghTizoLcNodmA0J0R9zdbC3ejG7tw3/Oes3FPK1zVedP/bPH7OzRgNRuDMiPOtRkujFnUIIY5PkjwhhBAnFPCVYrFnRZ2EKS43e6ud5ORCQpKV7zwBFPYxptsQHGZ7M0crhAC5XSuEECIKjd3O7MB/v8LlyKHfsK58c7Aa1WJGCW7h7PzTmzFKIcSRJMkTQghxXLqmoPgrsTZi0cXWrw9gQqXXKbms2lWBqno4NSOLRIuzGSMVQhxJkjwhhBDHFfSVA3rUM3n+gwcpVtPpkmPBq2tUGHUCwc1c2O2s5g1UCBFBkjwhhBDHVbeyNtryKXs/+Zpaayr9R/Rg5fdlYIAMSxVdk/OaM0whxFEkyRNCCHFcAW8pJmsyRpPthOfqus627yuxGRS69Mrgu6pagsouLu4+rAUiFUIcSZI8IYQQxxX0lka9nZl3914OGDvRo8DJ+v1V6FYLKLsYkj2gmaMUQhyt3SR5q1atYvjw4TidTrp3787cuXPRdf2Y5/v9fmbOnEm/fv1ISEigb9++zJgxg8APm2kLIYQICfrKoi6CvP3jbwiYHQw4tzfv7ylHVd2MzOuK2SgVu4Roae0iyVu7di1jx46lX79+LFu2jEmTJvHggw8ye/bsY14zZcoUfvOb3zB58mRWrFjBLbfcwqxZs7jjjjtaMHIhhGjdNMWHGqyKaiZP1zR27vaSZA5gTrHjMRsJBL9nVJczWiBSIcTR2sWvVtOnT2fIkCEsXrwYgEsuuYRgMMjMmTOZMmUKDocj4vzy8nL+/Oc/M3v2bB544AEALrzwQgAeeughZs2aRVZW4zbhFkKI9ijgKwOIamWtZ9NWDllzOK1fGv/5vhQMOt0TdFLtyc0dphCiAW1+Js/v97N69WrGjx8f0X711VdTVVXFZ599Vu8aj8fD7bffzuWXXx7R3q9fPwB27tzZfAELIUQbEvSWAkYstvQTnrvls+/RjBb6nt2TLd5agspuftxDZvGEOFnafJK3c+dOAoEAffr0iWjv1asXAFu2bKl3Tffu3Zk/fz59+/aNaF++fDkWi6VeX0II0VEFfaVY7OkYjKbjnqcFg+w6qJPpCPCd2wdWGzZ9P71Su7VQpEKIo7X5JM/tdgOQnBx5OyApKQkIzdpF44033uDll1/m9ttvJy0tLb5BCiFEGxXtytrSLzdSYcum76k5fFgUWnAxplufqPe6FULEX5tP8jRNO+5xo/HEX+KyZcu4/vrrGTlyJHPmzIlXaEII0abpuk7AV4rFceIiyFu+2IURnYzBnam1WVCC2zgr79QWiFIIcSxtfuFFSkoKAFVVVRHtdTN4dceP5bnnnuP+++9n1KhRLF++HLvdHvXY6enp9WYQj6Rp2nHLuNQloOnpJ37WRbRe8jm2D/I51hfwudBVP+lZPUg5zvdF9XrZ47HRJcfAe3s9gM7w3DRys3JaLtgftIXP0WKxnOwQRAfR5pO8nj17YjKZ2L59e0R73fv+/fs3eJ2u60yZMoV58+Zx/fXXs3DhQqxWa7PHK4QQrV2tp5iSvZ/grT4AwN5N/8RotpOQ3IXsbufhTO4Scf7299dSbU1n9MhePF9RSdCwjysHnnsyQhdCHKHNJ3l2u53zzjuPZcuWcf/994ef/1i6dCkpKSmccUbDK7seeeQR5s2bx7333svcuXOb5bkRr9dLbW3tMY/X/aZZUVER97FFy5HPsX2Qz/Gw/d8tRgm4wu9VxYuqeHH5KvHWVtKp98SI8zes2YGFTDYbwGC1k6a6sAbMJ+V72RY+x5qampMdgugg2nySB/Doo49y0UUXcc0113DLLbewZs0ann76aWbNmoXT6cTj8bBp0yZ69uxJVlYWX3/9NbNnz2b48OFMmDCBL774IqK/AQMGHPc2bJ2Kigr8fn9zfVlCCNHilIA7IsE7WmJG5HN2QbebYn8yBflGPi0pQ7UpXNZTtjATojVo8wsvAEaPHs3SpUvZsmULV1xxBUuWLOHpp5/mwQcfBGD9+vWMGDGCN998EwgttNB1ncLCQkaMGFHvtX79+pP55QghxEnj9ewK/9lgskUcS8k9l4T0gRFtOz76Gr85gawh3QjY7RDcxaCs3i0SqxDi+NrFTB7A+PHj6xVErjNq1KiIBRAzZsxgxowZLRWaEEK0GVZHNhhMoGvo6uE7FYkZp5LcaUS987dtriDBmMonNX4wmzgnNwOjoV3MHwjR5sn/iUIIIcJsCXlk95wARFYG8Hp24qvaFdFWe6CEA3o6BV0dFOsKirKHi7oNbcFohRDHI0meEEKIsKCvnJLt/wi/tziyAVCDVdRWbo44d8tH36IarVQUdMJkddLZ5sdpidwrXAhx8kiSJ4QQAgAlWMWhrX+PaDNbD9catSdFblG2Y1cNaeZavvRXo2puruwzuEXiFEJER5I8IYQQAJTv/g+a6oto87q3hf/sSDm8oMK1fS9lxgyyuiehOhKxqvvpkpzXYrEKIU5MkjwhhBAAaOqxS0I5UvtiPGK17eaPQ7duN6Q5ARjTVRI8IVqbdrO6VgghRGzSu1zCoa2Lcab1x5nWL9xuwIgtqWv4va5p7Dygkp3gZZctHV0p4uz8c05GyEKI45AkTwghBACeQ2sxWRJJ73oJRuOx91c9+PVWPOY06G7BZEmgp70ck9HUgpEKIaIht2uFEELgqy7C695Kat75x03wADav3YVZC7Ix2YiqurmqzyktFKUQojEkyRNCiA5O13Vc+z7E6szBmXb8Lcm0oMKeCgtpKUFISCPJUE6q/cTbQAohWp4keUII0cHVVm4iUHuQ1PzRGAyG4567e81GfOYEdnZLBGBcr+4tEaIQogkkyRNCiA5M04K49n+MI6UP9sQuJzx/y4b92DQv5WmJoOxnUEbXE14jhDg5ZOGFEEJ0YFUlX6IqNaTmnX/Cc4M1PoprnBjywGRJYkhy8IQzf0KIk0eSPCGE6KDUYA2eQ2tJyhyKxZ5+wvO3rv4GxWSjqIsZTXVzea/jP78nhDi55HatEEJ0UO4Dn2IwGEnOOTuq87duKsduqkFPyiTTXI3NbG3mCIUQsZAkTwghOqCAt5Tq8m9Izjkbk9lxwvNrytwcUpI41MMOwDV9+zR3iEKIGEmSJ4QQHZBr30eYbakkZQ6N6vzNH36LjgFXTiomtYSuyRnNHKEQIlaS5AkhRAfj9ezEV7WL1LxRGKLcqWL7zhq09ABGSzIjc9OaOUIhRDzIwgshhOhAdF3Dte8jbAmdcaT0juqait0HqSSZgwUmNNXDj7r1b+YohRDxIDN5QgjRgdSUf0PQV0Zq5xMXPq7z3cffo5tUlNQsutiDsk+tEG2EJHlCCNFBaKof14FPcaYNxObMjeoaXdfZtV+hqmsoIby2nyy4EKKtkCRPCCE6CM+hL9DVAKl550V9zb5v91BtSMCVn4ZdryTTkdCMEQoh4kmSPCGE6ACUgIeqkkKSsodjtiYf8zy/T6Ha4wegVlHZ9PkOgilgsCZyfkY6fp/SUiELIWIkCy+EEKIDcO3/BIPJRnKnMxs8rus61V4f7/5rG77aIKnnZLPGpzPAWEplXh6G6gqKv1J5M6GKn1zTH5tdfnwI0drJ/6VCCNHO+WsOUFv5HeldLsZostU7rus6z3z1IntLS+hRcSZmNYnNVQpYTHx3yln4XG/R7X99qPIn4A5UE/ArkuQJ0QbI7VohhGjHdF3Hte9DLPZMEjJOafCcgBZkp3svitXHrr5fUNHHgW4JraA1GIwkG0dj9Sfgt9WwtfdnWBPlR4cQbYH8nyqEEO2Y170Vf00xqfkXYDCc+J/8y9cq+DqlAJD+XQUGVSOY4iSQZWBX3y8I2nzNHbIQIk4kyRNCiHZK11Rc+1ZjT+qOI7lHVNd8fcYYMBjovGMbCYe8JO+uAsDdK5WgTW3OcIUQcSZJnhBCtFNVZetRAm5S8y+I6nyrpS/l2fkYFA19nwOApL3VmGuC+B1OEswNL9oQQrROkuQJIUQ7pCpePAfXkJhxKlZHVlTX2K1DAUjZ7cGoGLAHqxhW9BZ5B2oBsNj7YQmkNFvMQoj4kiRPCCHaIc/BNei6RkruyKiv0RQPAL4UG4rdyNB975DiKyXv9GwATD6Vgi2nUVMVaJaYhRDxJWvghRCinQn6KqgqXU9K7khMluPvUKHrOl8sLYQM8HnXkmgejy/LQTDJQK+7ZrKjtJa1RVVgMJC4+xCaKYDFKnvXCtEWSJInhBDtjGv/x5gsCSRlDzvuebqu88FLn7KlzAAZoBjL8Qc2YrMP5pA1wAOfzCLBMQaLuTNBZS/7sj9Gy1Gw2i5qoa9ECBELuV0rhBDtiK9qL173VlLzzsdotBzzPCWo8NYfP2TbITNVnUowGTMB8Aa/RNOqMRmTSXBcgsXcGV1X8fo+R7H66J6Rh/U4/QohWg+ZyRNCiHYiVPj4I6zOXJxpA455XsDrZ+X8jykJODnYp5xA5yFkGwfzi4GdSbGZ+a7Cy+u73FjMeQCcn5fMBXlTALAaLRgMhhb5eoQQsZEkTwgh2onayu8IeA+S3XvSMROx2soqVvz5c1yanT1DfRjSTqWLXeG2Qb2wGEM3d4ZkWlhf7mOnx0+q1cTovDSsJrnxI0RbI0meEEK0A5oWxLX/ExwpfbAndm7wHPe+Ula8/DXVZht7zrZisHfjzAwTl/foEpEUGgwGruqewXvFLkZ0SpIET4g2SpI8IYRog3xVeyjZ/hqgR7R73VWU7fo3md3HRbSXbCnizde3UpNop3hYKgazkwk9khmaldZg/2k2M9f0zGyu8IUQLUCSPCGEaINcBz7h6ASvjq9qN7quh2fnigu/551VB6jKtlMyOBszKncNyiM3wdGCEQshWpokeUII0cZoaoBAzf5jHk/v+uNwgrftg6/48IsaKns4cffoRKKhll8N6YvTIrXuhGjvJMkTQog2JugrDf/Z4uhE0Hso/D6tyxicqX0A2LjsUz7daqDklGT82el0s3n5+Sn9McrqWCE6BEnyhBCijbE6c0nMPI2ayu8jEjx7ck8S0gai6zqFC1exriKZQ2ekoCQ4ODsDLuvZ9yRGLYRoaZLkCSFEG6FpQbzuHbgrNuPz7MCMGnHc59lByc7lfP+una8NeZSemYJm1ri+ezKnZGecpKiFECeLJHlCCNGKaVoQn3sHta4t1Lq3s9jtQVdM3JRuC59TrHWiszE0o1fi2sl/uiZgzRqMQa/m3lN6keWUBRZCdESS5AkhRDOqdW0h6HcDOuihmTeDwYzFkYUjuXuD12hqAJ9nJ7Wu7/F6dqJrQSyObBzZZ+At+4ifZ9gizs8yVIT/fKA4j7ziTGpSy3jonNOlxp0QHZgkeUII0Uy87u2U7Vp+zOO5/W/FYg/dRtXUAF5PaMbO596BritYHJ1I7nQ2zrS+WGxp+NUA5+3+rF4/NkMw/OcDRZ0xqRp3De4nCZ4QHVy7+Rdg1apVDB8+HKfTSffu3Zk7dy663nANqTqvvvoqAwcOxOFw0L9/f15++eUWijYkoGpsq6g+YZxNURVUOVAbiHu/AGXeIBV+pVn6Lq72U6uoJz6xkTRdZ6fHh6rF/3vtVVR2VtbEvV8Al1/hkDd44hOb4GBtAHcg/p+jruvsqfLjV7W4961ooc9Ra4b/Z7aUV/Hm9oMocfg7ous6fjVA5aF1xzzHZEnEYLRSU7mJ0p1vsO/beZTvXoHqd5OSew65A35Obr/JpOSchcUWKljs9SvsUI/992GLVsD+7GR29f2CxGTbMc8TQnQM7WImb+3atYwdO5Zrr72WJ598ks8++4wHH3wQRVF46KGHGrxm6dKlTJo0iSlTpnDJJZewfPlyJk+ejM1m47rrrmuWOHVdJ6Ad/gf6la93srG0mtF5iZybmxhub8oG4Ef2HdR0/vRdGa6Ayo290+jxwz/2Td1Y/Mi+y3wKCzaVYTIYuHNgJslWU9z63ljhZekuN50cZn7ePyNc5iHW7wfAu0Ue1pbUMiTDweUFKeH2WPvWdZ0Xv9zOTpeXsV2TOT3L2eR+j+7bq2j88bsyvIrGz/plkJdgiVvfxTUB/vZ9BQlmI3cNzMRuNja576O/14UltbxV5KEgycpNvdPC/cWj7+W7XPyvwsc5nRK4qHNSuD3WvquDKn/6rhifquHJTWRUXmJM/T7z1YvsLt/Pg9n2cHuN7iDB4A2/X1FRw0++WwCoWJ05pOSOxJnaF7MttcF+lapqvvp8C1vsvSkKnoPF76PLf4sIEvo7V53npLJfGnpBAKW2USELIdopg94c00gt7OKLL8blcvHFF1+E26ZOncqf/vQnDh06hMNR/6Hjvn37ctppp/Haa6+F26699lrWr1/Ptm3bjjuex+Ph3XffZfjw4SQkJEQVY90//DvdewFIN+fT29kvdAwNn78QXfehAEFHLr86/baof7gc3XdX+0ByrTkAaHotPv+XgE6SI5NJp9/ZqB9aR/fdP+Eskk2hr1lRSwgENwNgdWRzy+m3N7lvIxZOSzobiyH0e4c/uB1V3Rc6z9GJO07/RZO/H05TGgMThmAkdL03sAFd86AR+l5PieF7nW3tTnd7DwA0gvj860BXSHNkcs3QOzAao58sP7rvHo7TyLKEbuWpuge/fwMACY4sbjz9jhg+RwODE0fgNIb+vwiq+wgGtwNgdmRzayM+x6NjthgcnJp0JiZCyb8/uBlVLUEHNEcOd53+8yb3nWzOpp9zMAZAR8cX+BJdq0Ul9Dne04TPcXf5fkyamauz0ulm8tQ7r1Y30qP/T7E6ot/ey68GuO/939J96zAuGbGDJJOXgG7Cajg8Q/3J1304VG1j4uUpZOUMwmw7/IuHFgxSs3c/pTv2U7q3kv0uP6U2J9WJqRzSDGj9A1jMXSnYvpHT1nzOV50vDV1nNrD/nE7oJhPVte8yZ+RN2M0dbzYvPT0dgIqKihOcefLU1NRQWFjIxRdfTHJy8skOR7RjbX4mz+/3s3r1ap544omI9quvvpo5c+bw2Wef8aMf/Sji2O7du9m6dWuD1/zzn/9k27Zt9O7dO65xBrRgKJlRzJg0Gzek+XAaDieloU8i9Fv/J7UHCWhBbCZro/tOM6Yw0bkH2HP4BEvdP/TVVLm3kfxDodTG9t3Pkcvlto2RMdtCMQf/v717j46quhs+/j3nzD0zmWRyJYRcSMIdBRFQ62Ot4q2iT+kFfGrtq67WS626qr7W9cjCdmG7bLVdarVvbX3qq11dRSpaV18fLY8iKqWggggYIAQIkBAIuSdzP3PO+0fITAYSyIwJmOH3Waur4cw+v+zs7Z75zT57n2N2EQx34nIM/hzMU8W+zFvK+dZNybGPtUeb3pFWewCouoVveLMYrw24bDYg9rZga9ptbTOd/K/cVjQlcWNaLJZjv6CXrtZN5BbOHVbc42OXWPNY7KwH6hMFrP2zQj34ew/i9pSlFfu8rFIW2LYOqDPxfgwbXYT1AA7r8L68HN/WV+cUMd3ycXLsY219MNKedlurhpX/yFHIVQcfMxuDR1KO3dB2iMq6ueQVGJQXfzZoOZdi0N15gPxhJHmmoRMNdxAItKAaFvTsPF4zqrlcWc94tSVeLmTacOertHbaMKJlNPxzD437jtIY0um0uQi4PERdWeiufKKTizHsiSdTRFva0SOfYLWU0VA1nXBvAZb2vkvuXRUeTE3DiHWjxxrTmu0VQmSWMZ/k7d27l0gkwqRJyYlLdXU1ALt27Tohyduxo2/26WTnjHSSB30fgpV1c8ma4Mal/GvIct3R1N+cVd1CRd1cKs+JAbVDljNMV3qx6+cxf37jkGWiESu6nvpjklTdwoSDX+L8wk1Dlol0ZxMJx7CnWHVVt1DRchXjC98bsozSMi7l2P396Ku2oykfD1nOVNxDvnay2BV1c5k+xw/sHbSMHlOIGY5BXztV7PK9F3DR/B1DlgmHHEQi4LCmHrt039VMn792yDKxDl/abW0v9pJbfOKGg35dehpjxrCg6jaqKod+PNjRTjcVFVXxf5umiaH7iYbaiYbb0UNtx/6/HT3St4O2M2xBt0XpmJTNbLUhKcEL6nacljDnle7kn1Z4blsh5HjRp+eBeuxvMGIokQCq2UWWZlBkt1Odm8O5hQVYtSIeeH8Veng/Fns57eU5TDiyj7LwdtZM+AYAuTu7CRYNL9kVQmS2MZ/kdXV1AZww5e3x9K3X6e4+8RJMOueMBNWwgJZF2fjEzE9sfwCtPPGpV3ewiJ3WprRix7JzmeZJzFgZrWHU/MTlmo2fVfKVcu9gp58ydnhcEUVaYvbHjBgotsSlyPVbJ/G1Kant4wlHY6iGBfvERD/oRyJYBnxA+UNOPq6tomZODFJN8kwnxdW98X9H9oexlSfa41BLPnX7Srkgklps1bBg2D1UF+6LH4s1BtFKE8sCtu0Zz6yScalV+FjsaF4+053b4seMriiqN5F1bdhezVVVqd33zDTNvtmlCQW4lC19cUMGqiPRZ4YJ67fWUDI99RUcqmEle2ricmS0MYy1NNHWHT0ePt1VwYwLUm9rFCfjyxOX3mINAbSKRJC9zflsVQ6nXGfdFqLx3C4usYbix8yYiaL1JVudMTcrQj3c2b4Fs6sbPdxONNSOafRtaDJNCEUd9IbtdIUddIUr6NTdNAWc2EtbmGRp5UJtSzz2kRYfRYWJv0PPqiYYDeJVQhRZLFT6PEzLy6PU48WiDv6FKRyLYIk4KNoZo/08g3CunVxnA9vPmQuKgq0lQPYRBXvnfPwXRbDnSLInxNlszCd5hnHyHXyDrYlK55yRoNtCHJlpoebYurNYTElK8HYbZbzlcaIbe/hs506s6vC6J2rox2YOvHSZHrKUEHpUxTIgwVsfm83GooPYttUxsXD4CUKbP4xhtxPyeQiZNhxKhEjYgs2e2JX598il7C77J1P2T8DTPPwPldqmAIqrBMNpwzRBUcDMdcKxu/jrpsbr4S/TXPUGDU0lNDUPvz0ALO7pmNZEXw5M8A4b+bwTmUPL5DdoaCpKKbZuC9E63Unw2KVCXVexDEjwtsdqWJMbpW3zbmZXDO+yJ0BQjxKzmXRPzKHdzMandBONalgH5OVr9Pl8Om4H+TvrGZcz/PVWje0hTEc2elYWUVPDqsTQFRs2Ev34WmgBDRXvcN7BUpqahzeV19/WalYlOBOJiVrsBPrGmd908t+RL3G45v/R0DQu5bY+co5C+bGxYBgkJXj7jRLecPnQYw188K930QDTNDDNGKYZ66uDaaBgHKuPgaIYxEwdRXFgyzqXj2MtXBDZQq6rJ57gAawxL0R3N/BRbQMTiyJ0mtl0MoUOJZtOvHSThaFofVeM+ydWDYOY30+hUscCS0PS3zMwwdseq8EwerjnwilMyE/ti5eh6mAEcDW24y/P58N/W4CiWDBNnU7Lm+TYZxKzRLDaUp9ZF0JkljGf5Hm9fW+QPT09Scf7Z+P6X/+85wzG5/OddNGsYRjx26OE9DCKkoXFPoGPjBKcjX4mlx9MKh827Tic1QT8m8gO/ze2Ya6pCcZMrJYyVM3N25ELuKJtHePGd8RfN01QMdBc1cQ6tuDNbh1WXIC2Ljc2+2Riip13js7mYus2vLmJrXs9hgu7GkXJKkPteg+vJ3SSaMmiPeOwF02nFR+b9pYzc3wTdkci6WgxfdizDExyUmqPiGkCCnbrVHYYGpW7P6NsSvJ2wx6yMIqcRHv0lGNrah6atZB/xnKxNwapLEueRdLRsLnKibbtwhs6OESkE8VCFqzWiSiqg//xX8BlvRspKO6Kvx41NCxKDDWrCqNnI15H10miJTvQk4vdM5UgTj5ons48Tx3uAX3VbmTjsEZRskqw+f8Hr314t7GJHPvv226dRqOZy2d1hUye2IrFkvgi1WbmoGWrxPzONPrRisUxkU8Mg6zGbqaXNySVCeDA5azC37uBCtcnQ8bWTZUYGgYqMVRCpoLW40NRbByKFeIKdIMr+dzrtDWssMxiY9c46jQrmhnDioHdAnn2AFVugwJfNqXFueS7PeS73LgsNiJGlN++uQoYOgmvjeQS1T9hUuU4nNbhX3o3TZOaojJ28xGqYcNpLERT+96vQpFPiFjb2TtlI1X5pZSNLzkr1+X1f0nv34DxRWS1prgeQog0jfkkr6qqCk3TqK+vTzre/++pU6eecM7kyZPjZWbPnj2sc0aCaQaIxdrwaHZqJiTWtwVDNpyOCDO03RzVg2wEtnZMwcLwvolHzRi6WotpRsi19CYleP6ggyxniAu0T6k3CzgcKmZLe+Gw69wRBF07CLZz8flCeC2JZCka0/BoAS5X1vOpbmFfuIqW6PBnQVvDFqKxA1gsReRNiGC3Jd+zrUQ9ykV8zO5YK1s7zhl2e+jEgE1E9Ubc1hJ8VYmEIxZT0DSTGnU/vYZOMzpbO85NKXaMLcSMbnJVMynB8wccZLlCzNJ20hTtpkMvYEu75yTRkoVjMXTLbkwzRo4jQIE7kcQFQnZcjjCX8DE7jRwaA6VE2scPO/aRoELUeQCbdRK+gjDuAZcoDUPBp3bzFWUDn+kR6sKTsPlTbOvYQaxaNr4KPSnBAyhTm9FNgwaji60ds1PuR10/jMfipbo0MWbCYSt2e5Sp6l46iHAU+KxnPlbFjqZZUFUNTbOgaRasmhWrTcOiWbDbLFgtFiyaid75W2KxI1xl24U9P5EMNR4tpLSgBasSg+gubrvsZi6aMWFYdQbAgE2hKFbDQ7ajEpuq4zzai8vfTmN5De2mF3O7grXUkXISpigKP/nKfYRjfZeMd7b18twnBylw2Xjwsu9gUb8LgF2znZUJnhAi2ZhP8hwOB5dccgmvvvoqDzzwQPyNbdWqVXi9XubNm3fCOdXV1VRWVvLKK6/wrW99K3581apV1NTUUFFRMSJ1CwaDBAJ9SVHfm7KJEVnH9R4FVembAdF1lSOhPCoczQAcijQAcO2lXx32TsFwLMI7azfhjv6L67ISi8g7u9zY3Il7jLWE9/HDhf9BtmP4l2tDepiN7z1KhbGRC+2JjQCHDhdQUty3tlBTTGJGB1+/4pph1xmgtcfPsg9/yWUOnUprc/x4/cFSqo8lwWE9AERTbo+3124iGv4XVzsKcKuJhGZfaynVRX2za62BvvqnE1sL/5NFnsR6v1DI1nepnL7f1RTaxw+u/ndKfMO/PUI4FuHdtcvJ0zdwletA/Hhrm5f8vETC1xFt5OFrb8ZpHf7lWn8kxP/+4GdMNT9klm1P/PiBpmLKxvclqhpRDLOH6y5LvT1C4c1cY+thnC1xSXJ34wRqSvvaujfSDRhptbUeXsdCuwu7mvgS0NRbyER739rVQ5G+33H1xV9KKTY7Tf7NXEelmnzT8NKCxEaJlt5OJuRrKd2OIxyLoEQcHN06k/0TSugtc2N4uzG9Oprhw9ncSX67n0r/fBoPHMGXk/oGnX5lVoW7ZxTjsWpEeoP0/yUBRufm3GPBWLmFihCnw5hP8gCWLl3KggULWLx4Mbfeeivr16/n8ccf57HHHsPlctHd3U1tbS1VVVUUFBQAsGzZMm655Rby8vK4/vrref3111m5ciUrVqwY9u9tb28nHA6nVNdFDj+eAd+wLRaDipxEgnOkl5Nd5RmSS1FY5GgCErFzvIkkxB+2YYYd2K2prdNRFIXxFpWr7ck7PfsTPICdB4uxWobeeTsUj8vKbLvKuZb9ScerB8xyHtwxAWth7/GnDstVrigl6tGkY/0JHkB461SsVUPv6h2KBnzD2ZF0adDhiFBC4nf1BDXyvKnvgPWqCoucB5KODUzwjnRlYwnrqGpqszQWTWWiVePLAxI8IJ7gAezYMx5rVnpPSfmSAyZbk+vdn+ABHP2sAuv4nuNPG5brHWHy1OSnPEzMS2xOauyJpTVmSk0H5ziH/nsbDo2jsq6E8EU6WSnsX7CpVspzi4lZIjgOHaa7tARV60v2DSNEq+0feOyzsTgUXI7Pfx+7YpdsrhBCDC4jkrzLLruMVatW8cgjj/C1r32N8ePH8/jjj3P//fcDsHnzZr7yla/wwgsvcPPNNwNw8803Ew6HeeKJJ/jjH//IxIkTeemll1iyZMmo1TNbd1BqG/rDef/BYir2jGfvlI1DlhnKBBy4taFj1++uoLLVk9aOuxr15MnKkf3jqdTHpxV7quXk5XuOFFHZkZ1W7MnWof/zbun0oPi9VO5KfRdigeGgwDp0W+/eM4HKg4Vp1blScXCS0BzYM4HK7pq0Yk/RTp5QtB4soVJJr95TrEOXD0UthNryqexNva2dUQcTHUMvATh0uICyXWUpjxmbasXrLqQ32It7kEQvZKjUN+WklYgpisJ982+l95wQ0UiMvdEYr+7rS9T/vbKQ8+bei//CCC6HHUeq96oRQogUZESSB7Bo0SIWLVo06GuXXnrpoM+Hvf3227n99ttHu2pA34dKgbeYjbscFHpCaAV+VC2bGBp+nARDjRw+UEjMEqE8txibOvw3f5tqRXcVsq3BQrZDR82PoqhOolgJmBY6Avs52paV1geWTbVy2JrPriYVlzWGkqeCYiGEnaChc6j3IH6dtGPXKj4ih1ScDgMzx4aJSgAHoVg3dd1H0WzBlGPbVCtV3jL+1n2Y84LFuLIMYm47BmpfW0eb2RLpIMfuTyt2lqeITfV28rLCaAVBFNWDjgW/accfOsCRZl/a7eF3FFJ7QCPLpqMWGCiKnQhWAqZGm7+Btm572rH3a/k4Dyk4rQb4NFA0gjgIGSEaeg4RVfS02/rNrmYuCo/D5TAwvDYMVII4Cert1Ha34bAH0opdklPM+h0uxnkDaAU9qFoOMTQCOAmGmziyrzitMaMoCj+Y/z16AkGikRj/OupnfWffrLxLgR9My+drVWbaiZiiKHhcTnBBrmnSEjTQDZP5hV5URZFbmwghTouMeKzZ6ZbOY82gb2dcb7Dv273TbeW/6jo51BuOP0/V39N32wO3M/UF2QNjGw6NZ7a3EjFMrivP5rx8F/6e9GcOBsZuweSlug4U4LapeRS7rCMWe3NvhDWHesmyqPxwRj4OTU07dv9zSSPhGNFIjL8f8bOrK5z0PNXPE7u/zrYsK8/tbKctGOVLxVksGO8ZsfYIWVX+T20rMROWVOUwJccxYrEbojFe2deFpsBd0/PJtVtGrK3XdYbY0BLAZ9e4c1o+FnVk2trltvJ/69o50BtlWq6Db03M+VxjZiDDNPmvujYaugLcPLmAGm9q9yEUXxxjZU2ePNZMnA6S5KUh3STveKbTzabDncx0q9i1kb033/6eMC3BKHMKslBHeJfdtvYAVlVhSs7IfhDGTJMPW3opd9spSWUR1DAE9Bgftfg5ryALT4rrEk8lbHNR29rNTLeGJcW1cqdS3xWiJxpjVp5rRHdLmqbJJ21+vDYLVdmprx08mahhsrGlhyleJ/nOkb0c2R2JsaXNz9wCN07LyI4ZV7aXnoiOFpJF8WOZJHlCJGTM5dqxKM9p48rKwlF5Myr32Cn3jM7DyWf6Un802nBoisKFRcO/5UgqXBaNL5eMzpvpOLeDcW7HqPRjdRqbN4ZDURTOy09/V+fJWFWFi4tHp62zbRqXjBud2A6LhsOi0S5JnhAiQ4zOox2EEEIIIcQZJUneGaQoCoqi4HKNzsyYOD2kHzOD9GNmkH4UIkGSvDNIVVVUVf1c6/rEmSf9mBmkHzOD9KMQCZLkCSGEEEJkIEnyhBBCCCEykCR5QgghhBAZSJI8IYQQQogMJEmeEEIIIUQGkiRPCCGEECIDyRMv0mAYBgDBYPBzxbHbE0+k8PvlLvtjlfRjZpB+zAxjoR/7Pzv6P0uEGC2S5KUhEAgAsH379jNcEyGEEGNVIBAgJyfnTFdDZDDFNE3zTFdirIlEIrS2tuJyuVBVueIthBBi+AzDIBAIkJ+fj81mO9PVERlMkjwhhBBCiAwk01BCCCGEEBlIkjwhhBBCiAwkSZ4QQgghRAaSJE8IIYQQIgNJkieEEEIIkYEkyRtlq1evZu7cubhcLiorK3niiSc41Ybmv/zlL0yfPh2n08nUqVN58cUXT1NtxVBS7cf6+noURTnhfzNmzDiNtRaDaWxsJCcnh7Vr156yrIzFL67h9qOMRXE2k5shj6INGzawcOFClixZwvLly1m3bh0PPvgguq7z0EMPDXrOqlWruPHGG7n33nu5+uqr+dvf/sbNN9+M3W7nhhtuOM1/gYD0+nHLli0AvPPOO7hcrvjxgT+L0+/gwYNcddVVdHV1nbKsjMUvrlT6UcaiOKuZYtRceeWV5rx585KOPfjgg6bH4zEDgcCg50yaNMlcvHhx0rHFixeb1dXVo1ZPcXLp9OPDDz9slpaWno7qiWGIxWLmCy+8YObl5Zk+n88EzHffffek58hY/OJJpx9lLIqzmVyuHSXhcJi1a9eyaNGipOPf/OY36enpYd26dSec09DQQF1d3aDn1NfXs3v37lGtszhROv0IfbMHs2bNOg01FMOxdetW7rjjDr773e/ypz/96ZTlZSx+MaXajyBjUZzdJMkbJXv37iUSiTBp0qSk49XV1QDs2rXrhHN27NgBkNI5YnSl04/Q98HS09PDRRddhMPhoLi4mIceeohoNDrqdRYnKisro76+nl//+tfDukwnY/GLKdV+BBmL4uwma/JGSf9akezs7KTjHo8HgO7u7hE5R4yudPqktbWVpqYmdF3nl7/8JeXl5bzzzjv84he/4ODBg/z5z38e/YqLJD6fD5/PN+zyMha/mFLtRxmL4mwnSd4oMQzjpK+r6omTqOmcI0ZXOn2SlZXF6tWrqampoaKiAoAvf/nL2O12li5dytKlS5k6depoVFeMEBmLmUHGojjbyTvVKPF6vQD09PQkHe+fAeh//fOeI0ZXOn3idDq54oor4h8q/a699loAPv3001GoqRhJMhYzg4xFcbaTJG+UVFVVoWka9fX1Scf7/z3Yt8fJkycnlRnOOWJ0pdOPu3fv5rnnnqOzszPpeDAYBKCgoGB0KitGjIzFzCBjUZztJMkbJQ6Hg0suuYRXX3016aa5q1atwuv1Mm/evBPOqa6uprKykldeeSXp+KpVq5IuN4jTJ51+bG5u5o477uCvf/1r0vGXX36Z7Oxs5syZM+r1Fp+PjMXMIGNRnO1kTd4oWrp0KQsWLGDx4sXceuutrF+/nscff5zHHnsMl8tFd3c3tbW1VFVVxb9RLlu2jFtuuYW8vDyuv/56Xn/9dVauXMmKFSvO8F9z9kq1Hy+++GIuv/xy7r//foLBINOmTeONN97g6aef5te//jU5OTln+k8Sx5GxmBlkLApxnDN9o75M9+qrr5ozZ840bTabWVlZaT7xxBPx1959910TMF944YWkc373u9+Z1dXVpt1uN6dOnWq+9NJLp7nW4nip9mNXV5d53333mRUVFabdbjenTZtm/uEPfzgDNRfH6++vgTfRlbE49gy3H2UsirOZYpqneJCqEEIIIYQYc2RNnhBCCCFEBpIkTwghhBAiA0mSJ4QQQgiRgSTJE0IIIYTIQJLkCSGEEEJkIEnyhBBCCCEykCR5QgghhBAZSJI8IYQQQogMJEmeEEIIIUQGkiRPCCGEECIDSZInhBBCCJGBJMkTQgghhMhAkuQJIYQQQmQgSfKEEEIIITKQJHlCCCGEEBlIkjwhhBBCiAwkSZ4QQgghRAaSJE8IIYQQIgNJkieEEEIIkYEkyRNCCCGEyECS5AkhhBBCZCBJ8oQQQgghMpAkeUJkoGuvvRZFUVAUhR07dgxZ7tvf/jaKoqCqKps2bRp2/DfeeCMe/ze/+c0Jr3d1deH3+9OquxBCiJEhSZ4QGeicc86J/1xbWztomU2bNrFixQqgL9mbM2fOsON/9NFH8Z/nzZsX/9kwDH7/+98zY8YMrFZrqtUWQggxgiTJEyIDDUzyPvvss0HLPPjgg5imid1u52c/+1lK8T/88EMArFYrs2bNAiAWizFnzhxuv/12SktLsdls6VVeCCHEiJAkT4gMdKok780332TNmjUA3H333ZSXl6cUv38mb+bMmdjtdqBvxnDLli0AXHDBBelUWwghxAiSJE+IDDR58uSk5GsgwzD48Y9/DEBubi7/+Z//SSQS4ZlnnuGiiy7C6/Vit9uprq7mvvvuo729Pen8ffv20draCsDcuXMBuOaaa5ISyyeffBKr1UowGARg+/bt3HTTTVRUVGC32/H5fFxzzTWDrgPcuHEj1113Hbm5uRQVFXH//fcTDoe56aabUBSF4uLiE8ovWbKEkpISbDYbZWVlPPDAAwQCgc/ThEIIMfaZQoiMNGvWLBMwbTabGY1G48f/+Mc/moAJmL/61a/Mjo4Oc/78+fFjx/+vqqrKbGlpiZ//8ssvx197/vnnTdM0zby8vBPOmzVrlmmapvn++++bWVlZg8bOzc01m5qa4rFXrlxpWq3WE8otWrTIPOecc0zAXLhwYbz8008/baqqOmjsyy67zDQMY7SbWQghvrBkJk+IDNU/sxaJRNi9ezcAoVCIZcuWAVBRUcEPf/hDbr31VjZu3AjA17/+derq6mhra2Pp0qUA7Nmzh+XLl8fjDtx00T+Td/jwYc4991wA8vPziUaj8Vm6n/70p4TDYcaNG8fmzZvp7e2N16Gjo4O1a9cC0NzczPe+9z2i0Sher5e///3vtLW18ZOf/ITXXnuNrVu3AomNHu+99x733nsvhmFw5ZVXUltbS0dHB4888ggAa9as4e233x7JJhVCiDFFkjwhMtRgO2yffPJJGhsbAfj5z39OXV0dr732Wrz8ypUrqampwefzsXz5cioqKgB466234rH6N124XC6mT58OQDgcZvv27QDMnz8fi8WCqva9vbz99ttEIhH27NnD7NmzcblcjB8/Ph7P7XYD8Pzzz9Pd3R2v58KFC/H5fDzyyCPMnDkzXr4/yXv00UcxTRO3282KFSuoqanB7Xbz8MMP43Q6AVi/fv3nbkchhBirLGe6AkKI0XH85otLL72Uxx57DIDzzz+fG264gaeffjpe5q677kLTtKQYHo8HIJ58GYbB5s2bATjvvPPi5T/88ENisRhw4qaLt956i1WrVlFbW0tzczPNzc2EQqH46/27c//xj38A4PV6ufHGG5NilJWVsW3bNqAvyYtEIrz33nsA9Pb24vP5Bm2Dgb9HCCHONjKTJ0SGOj7JW758OV1dXQA8/vjjKIrCoUOH4mVmz56ddL7f76eurg6ACRMmAH0zgr29vUDiUi3Ahg0b4j8PTPIeffRRrrnmGp5//nncbjd33HEHK1eujM/klZSUUFZWBsCBAwcABr3HXv8O4erqanJzc+no6CAajZ6yDUpKSk5ZRgghMpXM5AmRoYqKiigsLKSlpYUPPviAtrY2ABYuXMill14K9M2a9RuY8AE8/fTThMNhAK677jpg8PV4A48rihI/HovF4vffu/POO/ntb38L9K3xa2pqAuDCCy+Mx+ifFezfudtv9erVNDQ0AIlLtTk5OVgsFnRd5wc/+AHPPvtsvHxPTw82my2+u1gIIc5WMpMnRAbrn81rbm4mEomgaRq/+MUv4q9fddVV8Z8feughNm/ezNGjR3nqqafiGxhKSkq4++67gcR6PEhO8vrX49ntdiKRCMFgkK6urvjl0oaGBjo7O9m2bVvSpdiBT9mYPHkyALt27eKpp56iq6uLN998k+985zvxMv1Jnt1u58orrwTgpZde4o033qC3t5d169Yxa9YsXC4X1157bdrtJoQQGeFMb+8VQoye++67L+m2It///vdPKHPXXXcNefuU/Px886OPPoqXnTNnTvzWJwP1Hz/+9xx/HEi6ncqLL74Yj7F69epB62CxWOI/b9iwIV6+rq7OzM/PH/SccePGmdu2bRvp5hRCiDFFZvKEyGAD1+VlZWXx05/+9IQyzzzzDC+++CIXX3xx/EbINTU1/OhHP2Lbtm2cf/75QN8O2v7bmPQf6/fss88yd+5cXC4XXq+Xyy+/HIC//vWvfPWrX8XtdlNUVMSdd94Z32ABxC/DAlxxxRW8/PLLzJw5E4fDwdSpU+M3aAZwOp1J6wZramrYtGkTt9xyC8XFxdhsNioqKrjnnnvYtGkTM2bM+JytJ4QQY5timqZ5pishhDi7rV27lt27dzNx4kRmz54d3y0bDAbJz88nEAhwxRVXsHr16jNcUyGEGDtkJk8IccZt3ryZ2267jQULFnDbbbfR1tZGc3Mz99xzT/zxZEuWLDnDtRRCiLFFZvKEEGfcvn37mD59evxZt8ebP38+77//Pjab7TTXTAghxi6ZyRNCnHGVlZV88MEHLFq0iKKiIjRNw+PxMG3aNJYtW8aaNWskwRNCiBTJTJ4QQgghRAaSmTwhhBBCiAwkSZ4QQgghRAaSJE8IIYQQIgNJkieEEEIIkYEkyRNCCCGEyECS5AkhhBBCZCBJ8oQQQgghMpAkeUIIIYQQGUiSPCGEEEKIDPT/AZ2OTnOmR/mrAAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', legend=['Die', 'Substrate'],\n", " filter='Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### On the fly" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As of version 0.4.0, themes can also be swapped on the fly without globally setting the theme using the ``theme`` keyword. The value of the keyword is the full path to the alternate theme file or the just the name of a theme file.\n", "\n", "In the example below, the default theme is set to gray but we override at the plot call and use the built-in \"white\" theme:" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Previous theme file found! Renaming to \"defaults_old.py\" and copying theme \"gray\"...done!\n" ] }, { "data": { "image/png": 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", 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