{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# MHKiT CDIP IO\n", "\n", "MHKiT includes functions to pull data directly from the Coastal Data Information Program ([CDIP](http://cdip.ucsd.edu/m/about/)), an extensive network for monitoring waves and beaches along the coastlines of the United States.\n", "\n", "To run this example of using CDIP and its data in MHKiT we will start by importing the necessary python packages (`scipy`, `pandas`, `numpy`), and MHKiT wave submodules (`resource`, `graphics`, and `io.ndbc`)." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from mhkit.wave import graphics\n", "from mhkit.wave.io import cdip\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Quick Start\n", "\n", "The `request_parse_workflow` function is your one-stop shop for pulling and parsing data. It wraps MHKiT's `request_data` function so that if a station number is passed the function will pull the buoy data from the CDIP servers and then proceed to process the data for the user. `request_parse_workflow` allows the user to slice data between a start and/or end date. Alternatively, the user may specify a single year or multiple years of interest. To reduce processing time `request_parse_workflow` will allow the user to specify parameters of interest and only return data for the specified parameters. By default, the `request_parse_workflow` will pull historic data but the user may also specify real-time data if interested. Lastly, due to the long processing time two-dimensional (2D) data is not returned by default. If __all__ 2D data is desired the boolean `all_2D_variables` may be specified as True. It is recommended however that if 2D data is needed that the user passes that parameter in the parameters field. For a full list of 1D, 2D, and metadata variables see the CDIP reference [here](https://docs.google.com/document/d/1Uz_xIAVD2M6WeqQQ_x7ycoM3iKENO38S4Bmn6SasHtY/edit) (see BUOY VARIABLES)." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Processing 2D Variables:\n", "\n", "\n", "Returned data: dict_keys(['data', 'metadata']) \n", "\n" ] } ], "source": [ "from mhkit.wave.io import cdip\n", "import matplotlib.pyplot as plt\n", "station_number = '100'\n", "start_date = '2020-04-01'\n", "end_date= '2020-04-30'\n", "parameters =['waveHs', 'waveTp', 'waveMeanDirection']\n", "\n", "data = cdip.request_parse_workflow(station_number=station_number, parameters=parameters, \n", " start_date=start_date, end_date=end_date)\n", "\n", "print('\\n')\n", "print(f'Returned data: {data.keys()} \\n')\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Request Data from CDIP\n", " \n", "In the above example `request_parse_workflow` is used to both request and parse the CDIP data using multiple MHKiT functions in a presepecfied workflow for the user. Here, we will start by running the consituient functions which make up parse data.\n", "\n", "To get started we will take a look at the `request_netCDF` function and what is needed to call it. Requesting the NetCDF file is broken out to provide users flexibility by taking a modular approach to the data request. This is useful for the user to make custom workflows beyond what `request_parse_workflow` does currently and can also be used if the user prefers to work with the requested data in a tool such as xarray instead of the returned dictionary of dataframes. \n", "\n", "MHKiT can be used to request historical or realtime data from the CDIP buoys. A station table and map can be found here to determine a buoy of interest http://cdip.ucsd.edu/m/stn_table/. To get started we will call historic data from station number 100. The function will return a netCDF file with all historic data." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "station_number='100'\n", "data_type='historic'\n", "nc = cdip.request_netCDF(station_number, data_type)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Processing the NetCDF file\n", "\n", "The returned NetCDF file stored as the nc file above may now be passed to the `get_netcdf_variables` function to extract the data into a dictionary with a DataFrame of 1D variables and the metadata. The 'data' and 'metadata' each hold different types of data based based on a prefix used on the variable returned by CDIP. Example prefixs are 'wave', 'sst', and 'gps' which are described in further detail below." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Returned data: dict_keys(['data', 'metadata']) \n", "\n" ] } ], "source": [ "buoy_data = cdip.get_netcdf_variables(nc)\n", "\n", "print(f'Returned data: {buoy_data.keys()} \\n')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.a The 'data' key\n", "As can be seen above the function has returned a dictionary with two keys:\n", "\n", " 1. 'data' - dictionary of DataFrames with keys reffering to the data type. Possible keys include\n", " a. 'wave' - includes processed variables such as Hs, and Tp\n", " b. 'sst' - timeseries of sea surface tempature\n", " c. 'gps' - timeseries of buoy latitude and longitude\n", " d. 'dwr' - directional waverider contains information about accelerometer and buoy batery level\n", " e. 'wave2D' - dictionary of dataframes which are of length time and have columns of wave frequency.\n", " 2. 'metadata' - any other data that was not of length time of a 2D variable. This has the same keys as the 'data' key above.\n", " a. 'meta' - processed variables which started with the meta prefix and are not part of the variable prefixs listed below\n", " b. 'wave' - includes processed variables such as Hs, and Tp\n", " c. 'sst' - timeseries of sea surface tempature\n", " d. 'gps' - timeseries of buoy latitude and longitude\n", " e. 'dwr' - directional waverider contains information about accelerometer and buoy batery level\n", " f. 'wave2D' - dictionary of dataframes which are of length time and have columns of wave frequency.\n", " \n", "By calling on the dictionary key ['data']['wave'] we can see the associated DataFrame for the wave data. The DataFrame is summarized below where one can see both the time index and values of each column." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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waveTimewaveFlagPrimarywaveFlagSecondarywaveHswaveTpwaveTawaveDpwavePeakPSDwaveTzwaveSourceIndex
2001-01-30 00:17:119.808138e+081.00.00.9714.2857145.635270275.968751.2550724.5977011.0
2001-01-30 00:47:109.808156e+081.00.00.9514.2857145.248230266.125001.0224414.3478261.0
2001-01-30 01:17:119.808174e+081.00.00.9315.3846164.967487252.062500.6078624.1666671.0
2001-01-30 01:47:109.808192e+081.00.01.0313.3333335.265260275.968751.7283954.3956041.0
2001-01-30 02:17:109.808210e+081.00.01.0013.3333335.288306275.968751.1075974.3956041.0
.................................
2021-02-19 06:30:001.613716e+091.00.01.2215.3846167.991556198.031254.2724746.06060617.0
2021-02-19 07:00:001.613718e+091.00.01.1214.2857147.378790237.406252.2641365.79710117.0
2021-02-19 07:30:001.613720e+091.00.01.1314.2857147.833025237.406253.0715836.15384617.0
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2021-02-19 08:30:001.613723e+091.00.01.0915.3846168.456770195.218752.4897776.66666717.0
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345608 rows × 10 columns

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" ], "text/plain": [ " waveTime waveFlagPrimary waveFlagSecondary waveHs \\\n", "2001-01-30 00:17:11 9.808138e+08 1.0 0.0 0.97 \n", "2001-01-30 00:47:10 9.808156e+08 1.0 0.0 0.95 \n", "2001-01-30 01:17:11 9.808174e+08 1.0 0.0 0.93 \n", "2001-01-30 01:47:10 9.808192e+08 1.0 0.0 1.03 \n", "2001-01-30 02:17:10 9.808210e+08 1.0 0.0 1.00 \n", "... ... ... ... ... \n", "2021-02-19 06:30:00 1.613716e+09 1.0 0.0 1.22 \n", "2021-02-19 07:00:00 1.613718e+09 1.0 0.0 1.12 \n", "2021-02-19 07:30:00 1.613720e+09 1.0 0.0 1.13 \n", "2021-02-19 08:00:00 1.613722e+09 1.0 0.0 1.07 \n", "2021-02-19 08:30:00 1.613723e+09 1.0 0.0 1.09 \n", "\n", " waveTp waveTa waveDp wavePeakPSD waveTz \\\n", "2001-01-30 00:17:11 14.285714 5.635270 275.96875 1.255072 4.597701 \n", "2001-01-30 00:47:10 14.285714 5.248230 266.12500 1.022441 4.347826 \n", "2001-01-30 01:17:11 15.384616 4.967487 252.06250 0.607862 4.166667 \n", "2001-01-30 01:47:10 13.333333 5.265260 275.96875 1.728395 4.395604 \n", "2001-01-30 02:17:10 13.333333 5.288306 275.96875 1.107597 4.395604 \n", "... ... ... ... ... ... \n", "2021-02-19 06:30:00 15.384616 7.991556 198.03125 4.272474 6.060606 \n", "2021-02-19 07:00:00 14.285714 7.378790 237.40625 2.264136 5.797101 \n", "2021-02-19 07:30:00 14.285714 7.833025 237.40625 3.071583 6.153846 \n", "2021-02-19 08:00:00 13.333333 7.808791 244.43750 2.477359 6.153846 \n", "2021-02-19 08:30:00 15.384616 8.456770 195.21875 2.489777 6.666667 \n", "\n", " waveSourceIndex \n", "2001-01-30 00:17:11 1.0 \n", "2001-01-30 00:47:10 1.0 \n", "2001-01-30 01:17:11 1.0 \n", "2001-01-30 01:47:10 1.0 \n", "2001-01-30 02:17:10 1.0 \n", "... ... \n", "2021-02-19 06:30:00 17.0 \n", "2021-02-19 07:00:00 17.0 \n", "2021-02-19 07:30:00 17.0 \n", "2021-02-19 08:00:00 17.0 \n", "2021-02-19 08:30:00 17.0 \n", "\n", "[345608 rows x 10 columns]" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "buoy_data[\"data\"][\"wave\"]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.b The 'metadata' key\n", "\n", "The metadatakey stores anything not of length time for each of the previous keys. This dictionary also has the 'meta' key for any data returned with started with the meta keyword.\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "dict_keys(['wave', 'sst', 'gps', 'dwr', 'meta', 'name'])" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "buoy_data['metadata'].keys()" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'metaDeployLatitude': array([32.930218, 32.930218, 32.930218, 32.930332, 32.9303 , 32.9303 ,\n", " 32.930668, 32.930668, 32.930668, 32.930668, 32.930668, 32.93043 ,\n", " 32.93043 , 32.93043 , 32.93342 , 32.93342 , 32.933 ],\n", " dtype=float32),\n", " 'metaDeployLongitude': array([-117.39256, -117.39256, -117.39256, -117.39256, -117.39238,\n", " -117.39238, -117.3924 , -117.3924 , -117.3924 , -117.3924 ,\n", " -117.3924 , -117.39187, -117.39187, -117.39187, -117.39083,\n", " -117.39083, -117.39073], dtype=float32),\n", " 'metaWaterDepth': array([549. , 549. , 549. , 549. , 549. , 549. , 555. , 555. ,\n", " 555. , 555. , 555. , 549. , 549. , 549. , 549. , 549. ,\n", " 571.96], dtype=float32),\n", " 'metaDeclination': array([13. , 13. , 13. , 13. , 13. , 13. , 13. , 13. , 13. ,\n", " 12. , 12.15, 11.99, 11.99, 11.94, 11.8 , 11.55, 11.49],\n", " dtype=float32),\n", " 'metaStationName': array([b'T', b'O', b'R', b'R', b'E', b'Y', b' ', b'P', b'I', b'N', b'E',\n", " b'S', b' ', b'O', b'U', b'T', b'E', b'R', b',', b' ', b'C', b'A',\n", " b' ', b'B', b'U', b'O', b'Y', b' ', b'-', b' ', b'1', b'0', b'0',\n", " b'p', b'1'], dtype='|S1'),\n", " 'metaStationLatitude': array([32.931236], dtype=float32),\n", " 'metaStationLongitude': array([-117.391945], dtype=float32),\n", " 'metaPlatform': array([b'_'], dtype='|S1'),\n", " 'metaInstrumentation': array([b'_'], dtype='|S1'),\n", " 'metaGridMapping': array([b'_'], dtype='|S1')}" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "buoy_data['metadata']['meta']\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Plotting\n", "\n", "The wave graphics module has two CDIP stylized plots [boxplot](http://cdip.ucsd.edu/themes/media/docs/documents/html_pages/annualHs_plot.html) and [compendium](http://cdip.ucsd.edu/themes/media/docs/documents/html_pages/compendium.html). The CDIP scripts these are based on are hyperlinked. \n", "\n", "### 3.a. The Box Plot\n", "The CDIP stylized box plot is designed to group a passed parameter by months and display descriptive statistics. Below the plot is a general box plot legend showing the outliers as red plus signs, the 25 percentile and 75 percentile mark the edges of the box. The median is shown in as a red line in the box and the mean is shown as a green line with the mean annotated in green above the line. The x-axis has the month name at the bottom and the number of data points in each month at the top.\n" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "Hs_2011_data = buoy_data[\"data\"][\"wave\"][\"waveHs\"]['2011']\n", "buoy_name = buoy_data[\"data\"][\"wave\"].name\n", "ax = graphics.plot_boxplot(Hs_2011_data, buoy_title=buoy_name)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 3.b. CDIP Conpendium plot\n", "\n", "The compendium plot is a time series summary plot of three variables ( Hs, Tp, and Dp). To return the plot simply pass these variable from the `['data']['wave']` dataframe." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "wave_data_May_2011= buoy_data['data']['wave']['2011-05']\n", "Hs = wave_data_May_2011['waveHs']\n", "Tp = wave_data_May_2011['waveTp']\n", "Dp = wave_data_May_2011['waveDp']\n", "\n", "ax = graphics.plot_compendium(Hs, Tp, Dp, buoy_name )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4. Advanced queries \n", "In this section we will show how to slice on time ranges of interest.\n", "\n", "### 4.a. `get_netcdf_variable`\n", "\n", "`get_netcdf_variables` iterates over and extracts variables from CDIP bouy netCDF file. It takes inputs of `start_date`, `end_date`, `parameters`, and `all_2D_variables`. The start and end date parameters allow us to specify string dates of interest in which to include data after the start date and before the end date. These are specified as a string with precision down to the day in 'YYYY-MM-DD' format. Specifying particular parameters of interest allows for faster processing times and data handeling. For a complete list of parameters see Bouy Variables [here](https://docs.google.com/document/d/1Uz_xIAVD2M6WeqQQ_x7ycoM3iKENO38S4Bmn6SasHtY/edit). Lastly, we can specify to run all 2D variables, although this is not reccomended unless a user truly plans to use all the data becuase of the significant processing time.\n", "\n", "For an example we will create a box-plot of HS for the year 2011 from the nc file requested earlier.\n" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "buoy_data = cdip.get_netcdf_variables(nc, start_date='2011-01-01', end_date='2011-12-31', parameters='waveHs')\n", "buoy_name = buoy_data[\"data\"][\"wave\"].name\n", "ax = graphics.plot_boxplot(buoy_data[\"data\"][\"wave\"][\"waveHs\"], buoy_title=buoy_name)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4.b. `request_parse_workflow`\n", "\n", "In the previous example we requested the NetCDF file and then processed the data. This workflow has been codified into a single function to streamline the process and adds additional functionality as well. The `request_parse_workflow` function accepts a netCDF object or a station number. This means the user may pass a CDIP ndetCDF file loaded from file, pull the data with `request_netcdf` and then pass, or just pass a station number letting the function know what data to parse and return. Secondly, the `request_parse_workflow` function accepts parameters allowing the user to specify to only return specific parameters reducing processing requirements. This is especially useful for processing 2D data which is only processed is specifically requested due to the amount of time it takes to process all the 2D data. Next, `request_parse_workflow` will slice on time by years, start_date, or end date. Years can be a single integer or a list of integers and is not required to be consecutive. If specified the start date will remove any data prior to the specified string (e.g. '2011-01-01') and end_date will remove any data after the speficied date. start_date and end_date may be used together, seperatly or not at all. Years works indpendently of start and end date. Next, the data_type defaults to historic but specifying this as realtime will return realtime data from the buoy. Lastly, there is a the boolean `all_2D_variables`. If set to true the function will return all of the wave 2D variables. It is not reccomended to do this due to the computational expense to do so, Instead it is reccomended to specify 2D quantities of interest using the `parameters` keyword.\n", "\n", "For an example we will create a compendium of HS for the year 2011 from the nc file requested earlier. In this case we can use the years parameter instead of start and end dates.\n" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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KRG/7B8oqAvOcn1ukhnnc6mFGGeRb3/VdD1V4MpvI3sTM/26CuJj5MrcM+qZPQU2PH4TXoqGk0a6LQE8zEzagTjlpkusrN9r3SN/mp5jZ9mNnLWMOomiTx4uN//5Ru9PU8vMlM4f2t4X6MKsHLetTyeeQIFQrTTHQhyBkgf8AODc3qmpa3AA1B2qS/puPQtUuxGE7vcAlUANe6Zevv4ZN1ZACcYOUzAVwMjOPSTNQZv6aiO6HepneFKqf0T1Fys2CmnjehsDaamaeA6AfEQ0CcDjUPJO7IH8wGUAV5F8loquZ+dIi4yvkcxrUx6g4Sh3ZeRqA4yxG4616ci/XJ+RWF0N9yMuDmb8loncA/B5qpNUtU2ytEXTNEYCVAWwNVbO7G4DdiKgP1DzO5bqHVZLT4PXdBfKnZBEqz2tRO5l5We4a+QOAdlB9a9PqBiMITiCFVqFW+dW33gHALwk1OsRomnwJwCwYdIDqJ/ZnqP5Sh0M9lO5LEP4byK/J7Aj1ktUP6qttfwCvIGI0xAC+zs3xmgrMvJiIFsArtKZZKI9jKVSefAk1YNJ9FoNsFMsVAI6FGs3xciJ6qIhBiQBgUVrpnxsd9KbcAlJTyuwM4EAAR8BrAjiIiCYyczGD6/wKYJ3c/w5FRtU8bk6YUY3wMjNPS0nLLAC3hJof9TCoPOwC4EIiOiJiSo00SdqMMQn7wzuHnon4yPYAVKEVUDWz54XYJSXymss15R4J9fHnOKhmuv8XZp8y5jOlQ5Ea5nGh1xczzzS75Kf1AZWI1oM3B2oQXzfF9FwRLDT+24zCbY4PsMC3L00tP1Ni9vtt1oEUWgUhDym0CjUJMy8nopnw+lluguSFVnPghF9i+nnNDnoxyjVffQmqJuweIvoppgmQyfchmtcCGAM18NBIItqJmT+31Kxl9syN6NvkMPP3RHQH1BQSv4OavuVflYhLGLn+o98BeJSILoOajmGz3O7LUdyIsNPhFTg2ATA2ycG5F9pWudUVKBxQyN/E2RbTtlZrxYIKwP8kovMA/BNAH6ga/WObIC7mdCfrE1HzFPu1xjUN1jwG9ZGuNYDjiOjCphjMjZkXENEpUH3FCcD5RHQDMy/2mRZzrsadp+agT4nn2s6N3dDF2PRjUo0U2AvRH2OvADC4aaISyFzjv781ShBRTeXT1PJj07qp3vhf6tzxguAc0qdVqGXeNf7vUsTx5jFFNdNj5gVQtawLoF6IhlP+vKbFaM4AcBTUS1BrAA9J/5Ym4Rp4X9ovKTUfy0muAGsWFjbK1cQmJc1r6DNmrvftN2vdkqTnysb/uUkjVc0w8w0Ans6tHkNEhzdBsBPg1fq1geofXTK56WT+aGx6LmzwKqh81LVXawI4KI042MDM3wKYlFtdBcCOAWbFnKtx52mp19f28D4KzUZxAw66ziTjfxcLe/M+Ocm3bzq8fqrrWgzOGKXlp23MfkA1C9YsDLUShIwihVahlnnF+H98qFU45jGvhFrFkGvGOSS3uja8ufKKhpk/hjex/FaowPyGWSM3CNKNudWOqP4RHMci/8VmnTDDCMzz/ggiahVqGcwJxv+ga8ised3IRjA37dCGxqakLShqgfPhzc14HRG1LGdgudGJXzU2FXO/DOIYqKbPxdDU9zSzaW3QtZL4XPXZBZ2n5jWxL6k5RZNgXl+vNcEo0wUw83BmpohlcFPHyRe/n+Hl7Xqk5kCOoofxP69fdW7asa9yq80BbFOsVgBdY/b7bX4KtRKEjCKFVqGWeQDe1+0tich6upJc7cYWudXfUFzTSpObAczL/T+biNaIMrbkanhNzi4v94utAEANfqVfgM6zeAGqGLkXWLN5ZTFf5l+EV0OwOoAzbQ8kop0B9M6tNsCbx9fkA+P/zpbTSm0Hr8ZhWsqDm1UFzDwV3j1nQ6hRocvNzcb/k4qsmfdjFjxvhmoqGrfo0dUPIiJz2rJyYzbl9LcIAPLP1d0tNU27gqb1zPwVvAF4miN/XIRIiKgL1JRXGv9I7oKH7pJDAPYLMyKitvDybDFUN5wwLUD11w7TIt/+F2PiuFfUztzzXY+SXw+v8CwIQg4ptAo1CzMvRP70K7cTUezXzJzNbcam6wKaNSaNy3x487O2AzCwFL2c5lSo0YABNd9fU7zYZppcPl6bW10JwMVNFTapuX+tC8lEtDu8QVqWAJiaNMxczcLlxqYriWgni7DXgJqaST9D7gqYm1M3y9SDiawO1ew9jr8a/5+xsK9V/gFvHuSLm6C29V0Az+dWVwLwSJIm8ER0NhHtaqxvA/WBAQAmM/PZzDw4boEaaR1QhbjjSnbMLu4bIL9P6YQAs2eN/8cQ0aoxmqtC1TQHHW9yObx8HkBEfaNj+7/C1YPwPt68kMs/IZhHjf9/I3NEqnz6wWvS/VzIc/8x4/9pRBQ2INMB8GpGx+We11FsSUT7RuzvB0Cfc886OsK1IJSEFFqFWud6eF+y1wQwJurBkJvXcjS8AZxehRoUJQ1uhtcfZkBKta3XwZvf8OIimm8Kybkd3oAnA9B0A9a1BDCNiG4gos2iDIloC3jNxwHg6WI/vDDzCKgCKKD6O75MREdHhL091DW0aW7TeESPBGt+WLrFLPgEaJ8O9fIGqIL4TRG6NQ0zT4TXt7WpPkqdCG9woF0AvJ2rMQ+FiHYkopehBiYzC9ZmLet/YI/ZqqXsTYRzBfO7oWrhAOAjZp7st2Pmj+A1oe4INeDZyn67nObKUAUlXXv7EjN/EmSbm9boSn0ogMeI6EwiCnz/yn1UfRneSMsz4F0TQjCjAHyc+78T1NzbeRDR1lDjFgDqI8KVfhsAYObP4M15ux6A2/x5lRuA7g5j02DLeN5LRAVNz4loR3hdjBpRZYMACkK1IKMHCzUNMzfmmgU/BWBPqL5KLxPRewCegxptlaEePgfBa34DqClnDs/VNqURl5lEdA9UTVE7ABegxBpXZv6CiJ6DmrtNv9jeHnHIZjZf8nN8w8wypL4PZl5CRFcAGAa7aQ9M2iZI/+XM/JxvWzuovrTnEtHnUAOEjYcahIUArAtgD6hzWd+/f4Y610rhL1C+HgVVE/EwEV0M9fL2DdT0Q+tCNb3bB94Hzy8AHBgwEuv/YOb/ENFBUPNlrgpVUHoOqoAwA0ALABtAzTHZ3Tj0jBSnn7Flv9yo5Da8wczz4s0iuRZqGhxAfZS6xz/VUm7KFl0bfj8z9ys2MGaenftwNwqq5nFrAO8R0Vio/pfToAYkWg2qv2ZvqD71eeRGtTVHPX4oQRw+JqKvoOah3JKIejDzuOI8AhB8zRFUbbKep1X3YV0C4IwIrZMAfAT1UXNfAFOJaARUgWg+1LWxPdR1ogusP0NNfRbFlbljz4U6328BcBYRPQU15289gLWgnmEHwBt86Qeo68u5JvIAQEQnQ137Jh2M/f6piX7LDWSWBzMzEfUH8CbUgEdXENFuUHMG10MNvHUKvJrra2OefWdDfdRZC8DJUOfpg1BdR7aCms5K5/9/Au7jQTwD4GAAn+beEz4EUAd1Pz8B6rwAgH8x84dBArkWAyf7Nm9t/N8roAvGk2EfVASh5mBmWWSpigXqazLnluEJj20JNfdevaERtiyC6i/aMkazl3HMaMt4rA9gee6YegBrlOojgF2NY34A0Mq3f7CFz0HLTZbhTzOO6ZJyno82tHuVoDPc0OlnYbNzjF5zqL6eZnpNC7HtUmT6z/XptIAqoCbReAdA15TyggCcA/ViFhfucqiahpUtteugahIabNIFwJFFxN+8DgYnOG6aRZyClm3TuFagatX0MWfE+DU8pbzuANUHeamlrzOQa3WQO/5QY9+7RYR/kXH87UUc36WI/PoealqtOO0NoAoUNppjAayfIN7HQd3D43QboWpyOyVMl/9ppHGelHtB/v3fZpkWo7cP1NzIUen6TwBkEbftoD7YRcXnP4h4j0D+874f1CCNKyL07gLQLEKvVxHnfb9K57MssqS1SPNgwQmYeRkzXwpVO3AO1GAK30EVUBfl/r8M9aV7I2YexMzLyhCP7wA8nFtti9JrwMCqL9ObuVXp29oEsJo/sqCJWZnDXM7MW0LVgJ0BdR59AjVVSQNUAWMW1Ivy7VADe/yemW0mrbcJn5n5X1ADA/0FqmZgKtR0TkuhmpW+CWAQgM2Y+XRWfYBttFcw80CouYevBvA21Giry6Ca1E+H6m95DoD1mPnRMC0Hudb4f1FAFwBzqoxZSAFmnsvMA+DdL/8Lldfzoc61OVDn3jCo2qHfMfNQ9uZVNZv1WteyGvwHXj/PoyP6DZZCPdRHhGeg7pndmPmNuIOY+Vtm3gHAgQDuher/OheqsDE3t34fgIOYeafcPd8KZn4I6ho4HsAIAJOhBvBbBvVhYCzU9bEdMx/JavozwRJmfhVqgMXLoWrH58Lr7z8cwG7MfD4zs4XWJ1C1mOcBeA+qtctSqI8OjwM4gJmPTfIewcz/gKpZHQH1EWUZ1DX9X6ga9VM5pZZfguAiZHHtCoIgCIJQAXJdHXaGKtx3ZWaZCkMQagAi6gf1gQMATmLm4ZWLjSDUPlLTKgiCIAhVSG7Anx1yq7dIgVUQBEHIKlJoFQRBEITqZE+o/sBzkT8KsyAIgiBkCim0CoIgCEJ1snfu9x/M/FtFYyIIgiAIFUSmvBEEQRCEKoSZ/wbgb5WOhyAIgiBUGqlpFQRBEARBEARBEKoWGT1YEARBEARBEARBqFqkplUQBEEQBEEQBEGoWqTQKgiCIAiCIAiCIFQtUmgVBEEQBEEQBEEQqhYptAqCIAiCIAiCIAhVixRaBUEQBEEQBEEQhKpFCq2CIAiCIAiCIAhC1SKFVkEQBEEQBEEQBKFqkUKrIAiCIAiCIAiCULVIoVUQBEEQBEEQBEGoWqTQKgiCIAiCIAiCIFQtUmgVBEEQBEEQBEEQqhYptAqCIAiCIAiCIAhVixRaBUEQBEEQBEEQhKpFCq2CIAiCIAiCIAhC1SKFVkEQBEEQBEEQBKFqkUKrIAiCIAiCIAiCULVIoVUQBEEQBEEQBEGoWqTQKgiCIAiCIAiCIFQtUmgVBEEQBEEQBEEQqhYptAqCIAiCIAiCIAhVixRaBUEQBEEQBEEQhKpFCq2CIAiCIAiCIAhC1SKFVkEQhBQhotWJ6BQiepqIphDRYiKaR0RvE9HJRBR63yWiXYnoeSL6NXfc50R0NhHVBdh2IKKBRPQfIvqKiBqIiIlonwj9bkR0BRE9Q0Tf5+yZiJqX4G8dEZ2Ti+viXNyfJ6JdQ+x3JKJriegFIvo5F/70YsPPabbJ+TWRiJYQ0UwieoyIuoXY70tENxDRa0Q0JxeHt4sMexoRTSsl/pbhbExEFxLR60T0AxEtI6Jfcnm5Z8yxJxLRB0S0MHcujiaiP4TYJj5H0kzPYvSIaF0iOjN3Tk0joqW5414hokOLCH9lIrqJiN4iop+Mc+qD3PXYLuLYP+TSd14uvccS0YlJ4yAIgiDkQ8xc6TgIgiA4AxH9BcAdAGYAeAPA9wDWAnAogFUAPAngcPbdfIno4Ny+JQAeBfArgD4ANgXwBDMf7rPfFsAnudXpAFrkwtmXmV8NidvZAP4FYAWAyQC6AGgNoAUzNxThKwF4DMCfAEwEMArAagCOzOkexszP+I65CcBZAJYD+ArANgB+ZObOScPP6bUC8BqA3QCMA/A6gN8BOBzAMgB7MfNY3zEjARwMldZTAGwJ4B1m/n0R4U8DAGbuUkz8E4QzAipdvwLwNtT5sSmAPwKoA3AWM98ScNw/AZwHdY48AaAlgKOg8ulMZr7NZ382Ep4jaaZnMXpEdB2ACwF8C2AMgJ8BrA91zbUC8C9mPjdB+F2g0vkDqDSYBXXt7gVgs9y+XZh5vu+4vwK4FcAcqGt4GdS10RnADcx8vm0cBEEQBB/MLIssssgiS0oL1IttHwDNfNvXhirAMlRhzty3MoCZAJYC6GFsbw3g3dwxR/mOWRXA3gBWy60Pz9ntExG3TQHsBKBNbn1a7pjmRfp6dO74dwC0NrbvkPNlJoCVfMdsC2A7AC1z6wxgegnpfXFO43EzzaEKPQzgy4C82AXAFlCFvS45u7eLDH8agGlNcF71A7BdwPaeUIWjpQA6+fbtmvNtCoBVje1doApWSwB0KfUcSTM9i9GDKpz2DNjeDcC83PHdE4RfB1VID9r3UE7vAt/2Lrn0nGOmae46nZI7ZpdynyeyyCKLLK4u0jxYEAQhRZj5dWYexcyNvu0/A/h3brWX77A/AVgDwAhmHmccswTApbnV0316vzHza8z8a4K4TWTmscy82PaYGHScLs3FVYfzIVRN0xpQvplx+JSZP2HmZaUGnqvp/Utu9QIzzVnV8L4FYHOogp0Zh/eY+UtmXlFC2L2IiKFq9NY3mtEyEQ332e5NRC/mmk4vJaJJRHQdEa1iGx4zD2fmTwK2jwEwGqoG1d8kW6fN1cz8m3HMNAC3Q9VCnuTTS3yOpJGepegx81O5dPBvnwB1HgKF11yU3gpmXh6y+/Hc78a+7X+GSs/bcumrtX4DcE1u9S8QBEEQikIKrYIgCE2HfhH2N7PcK/f7YsAxbwJYBGDXXFPYqoCIWkMVkhZBFQ79vJD73StgX1psBGA9AJOY+dsmjsM0AFdA1eTNy/3Xy0htRESnAXgFqvnySKimt79CNWd9l4g6pBCXYs6rpsifaiAsbYqlT+73c992SWtBEIQyUvTgG4IgCII9uYFsTsit+l9sN839TvIfx8wNRPQtVHPJDQFMKFskk7ERVDPKqRzc13Fy7neTMsYhNN3KHYdcbdpgIuqXWx/styGi9QHcAmAhgB2Z+Wtj31ComurrAfQvNh65MPaG+njwprG9HYB1ASxk5hkBhzZF/lQUIloZwGFQTXNfLuL45vBaOqwGYHeo5u1vALjLZx51Dc8gonoAnYmoLTMvShoXQRCErCOFVkEQhKbhOqgBZZ5n5pd8+3Qz0Xkhx+rtHcoQr2KphjhXQxyiOA6q2e4NZoE1x6Dc/uOJ6ExmXppUPFfz/h+oZqkXmE2AUf1pU1ZyTcfvhhqcbGiuqXBSmgO43LftQQADzObwOWzSu13OTgqtgiAICZFCqyAIQpkhor9BjeD6NYDjKxwda3IjyXbwbR7JzJ82YRwGB2webvYbrGK2z/2+7t/BzL8R0ScA9oAakfazJMKkpkF6EKrZ8aMA/llaVJuGXHPoswN23cTMc1MM6gaoEaTfApA3cnBu5O2+Pvu5zHyTuSFXMKVcAXgdAPsAuBbAOCLqXSPnoCAIghNIoVUQBKGM5KbBuBlqmoy9QwZO0rUzYQPz6O1z041dLGdDDTRkMg3Ap2i6OPtrugA18NC0JoxDsejwg5rnmts7JBHNFVgfgiqUPQbgOGb2z19XrWnTAcF5OhwpxYWIrgdwDlRz6YMCarG3DYjDdwBuCtLLpe2PAO4nookA3gNwGwBzrtt5ADpCpeucAJm4mlhBEAQhAhmISRAEoUzkaipvBTAewJ65EYSDmJj7LehfmOtXtwHUQDJTyxDNUJi5CzOTbxme2/0N1FyeG+bi6EePrhrW39Q2Dv7wiZlH53aHpluacSgBXUBZO2R/J59dLETUAsAjUHOtPgzgmKA+xcxcD1XQak9Enfz7UaG0YeZpIXk6LQ19IvoXgIFQ/U4PYOaFAXEYHhB+F8v4vw9VuO7l2xV1DXeCaho8XfqzCoIgFIcUWgVBEMoAEV0INVLsp1AF1pkR5rr5aO+AfXsAaAvg3WL6PZaLXNPJd6HitnuAyQG534KmsSnyDdTct5sQ0QYVisMKqAGpgtBT1PTy78g1k90Wam5Pq/6WRNQSasqVwwE8AOD4mGlhos6rpkibJoMUt0O1DngFqoY19QIiEa0ENa+y/0NBZtJaEAShEkihVRAEIWWI6O9QAy99BNUkeHbMIU8AmA3gKCLqYei0BvB/udU7yhHXEtFx+r9cXAEARLQDgCMBzALwZLkCzzXb1HPfXk9E/3umEdHBUIXprwAUzOGZInMArEFEbQL2PQQ15cqZRNTVt+8qqMLPQzYfI3KDLj0N4GAA9wA4yT8XcAA6bQYR0aqGVhcAZwBYCuC+uLCrnVyf02EABkBNL/PHUuYiJqKtzPPZ2N4SqllwMwDP+XbfB5Wef82lrz5mVQCX5Fb/DUEQBKEoqLAbjCAIglAsRHQiVP+8FVBNg4Oafk4zmtnq4/pCFV6XABgBNZfnH6Gm0ngCwBH+fotE9E+ofnQA8HuoaWhehtdXciQzjzTsOyJ/wJ4/QTVbfABqWhAAuC5gpNswXwmqT+WfoAaZGgVgdagCa2sAhzHzM75jNgNwkbHpRKjRVB83tp1vUdDXeq2garB2BTAOwGtQc7ceDmAZgL2YeazvmN8DOCW32h5qWpSZ8ObTBDP3swz/2pw/b+aWpQA+Y+ZRuf0DANwOYAFUWs0C0BPALlBptltIP2d/OPcB6Af1cWMovPwyGW00ndbH3QA1ENF0qPOoJVT+rA7gTGa+zWef+BxJMz2L0SOiywEMBrAYql/qsgDZT81rISb8mwCcBOAdqL6uc6EGYtoPqqn3RKjWEzN8x50JNcXRHKjBsZZBpV9nqBGkz7cJXxAEQQiAmWWRRRZZZElpgXp55phldMixuwF4HsBvUC/gX0ANKFMXYj8tJpzBPvsuFnHrldDf5rk4fpGL8285H3YNse9lEYcuCePQFsCVUHOPLoUqGD4OYPMQ+35xcUgQdjuoGufpUE1GGWp0Y9NmP6iPCb/l4jcFan7WDgnCGW2RboMj/P0QQD1U4XkMgD+E2CY+R9JMz2L0oD4SxcV5eILwd4OaLufLXJ41QH1EehvA+QDaRhzbJ5e+C3Lp/SGAE4u5l8giiyyyyOItUtMqCIIgCIIgCIIgVC3Sp1UQBEEQBEEQBEGoWmqm0EpEXYjoeSL6jYh+JqLbQqZZEARBEARBEARBECwgot8R0RtE9BURfUlEZ+W2DyaiH4no09xyYKXiWDOFVqiBJ2ZCzWu3LdRAFgOiDiCi/rbitraiWRlN1/zJsqZr/mRZ0zV/akXTNX+yrOmaP1nWdM2fLGu65o+lbQOA85h5cwA7AziDiDbP7fsXM2+bW563DTN1Kt2p1naBmsfuQGN9CIA7Y44Zl0DfylY0K6Ppmj9Z1nTNnyxruuZPrWi65k+WNV3zJ8uarvmTZU3X/Elqm7N/BsC+UINLnp/k2HIttVTTehPUHIZtiWhdqMm6X6xslARBEARBEARBENwgN9f0dgD0dHF/JaLPieheMub8bvJ45UrTVQ8RdYOaqH0bAHUA7oeaXJ19dv0B6Crw7s2atQUANG8ONGsGLMvN3tasGdCyJbBkiVpnZrRpQ1i6FNCKLVsCK1aoRWusWLECzHX/02jRAlhqTAvfujX+p9HYqDQbGjyNFi3U7/Ll6reuDmBuQGNj81z8gVatkBePVq3wP43GRkarVlSg0by5Fw8igMjT1BrLlwONjV48mJVuYyOjRQtCXZ2XPjoeOn2Uvw0Amv9Po2VLpdfQ4KWPTuPGRkbz5pSXxjp91H4dTgPq6poHapj5tGgRo1kzKkjjoHwCVqBFi7r/pU9YPi1e3AiiZgVpHJRPQCNatWqWl8ZB+bR0aSN0q/ugvDbzibkRbdo0y0ufoHxavnwF1CmvNKLyqbGR0bYt5aVxUD6tWNEA5uZ5aRyWT42NjNatKTSvtQaQf86F5dPy5SovmzdX8Y/Kp2bNVDyDrgUzjZcuVZpB14I/n5o1awBR88hrsnlzYPFipRl0LfjziWgF6urq/pc+Yfm0eDFDTW1aeC348wlYgZYt60LvWVrDPI+jrkkg+JwLyqdly7xzLiqfGhtVGvk1gvKpocG7d0bl04oVSjPumqyrAxobvfM4Kp8aGpSmed8Lyyf/vTMsn5Yt887jqGeL2mZ371yyRGmG5bX5bGndmgqeT0H5pM/joLwu5tniP4+j8kk/W4I0/Pnkv3eG5VNjI6Oujgo0gvLJfx6H5ZN5HsffO/PfAcLySZ/HQe8RZj75ny1R+aTvnfHPlsL3mWLvneazpU0bCn2PMPNJn8dBeV3MsyXoHSAsnxobGS1bUuw1GXTvDMsn/T4T9b6n0qwBzZrFP1v0vVOfx1H5RLQCzZvXxV6T5nkc9b6nyH+2ROWTvncW+2wp5d5p+15O5J3H8l4e9V6+CAA+8o7GMGYeBh9E1B5q2q6rmfkpIloLan5wBnAVgE7M/Gf/cU1Cpat6Lauom0FN8D0IQCuoSdGfAXB9ZDVys7ZsS/fu6dqJpjthi6Y7YYumO2FnWdM1f7Ks6Zo/WdZ0zZ8sa7rmDzMzgHqOL2+1APASgHND9ncBMD5Op1xLrTQPXg3AegBuY+alzDwHwH0AKjaClSAIgiAIgiAIQq1DqvnMPQAmMPONxvZOhtkhAMY3ddw0NTFlDDPPJqJvAZxORP8E0B7AiQA+jzqurs4+jD590rUTTXfCFk13whZNd8LOsqZr/mRZ0zV/sqzpmj9Z1nTNH0t2A3A8gC+I6NPctksAHE1E20I1D54G4LRUQ01ALfVp3RZqMKZtAKwA8DqAM5n5l7Bj2rZtx4sW1Vvpz5oFrLFGenaima6ma/5kWdM1f7Ks6Zo/taLpmj9Z1nTNnyxruuZPljVd8wcAiGgRM7ezs65SKtUuuUnaPkufVmc0XfMny5qu+ZNlTdf8qRVN1/zJsqZr/mRZ0zV/sqzpmj/Mdn1aq32plT6tgiAIgiAIgiAIQgZxutCaG5Hfis6d07UTTXfCFk13whZNd8LOsqZr/mRZ0zV/sqzpmj9Z1nTNH1eomT6txdCuXTuur7fr0yoIgiAIgiAIguAaLvRpdbqm1ZxcOI6+fdO1E013whZNd8IWTXfCzrKma/5kWdM1f7Ks6Zo/WdZ0zR9XcLrQmqQSefr0dO1E052wRdOdsEXTnbCzrOmaP1nWdM2fLGu65k+WNV3zxxWcLrQKgiAIgiAIgiAItY3TfVplnlZ3NF3zJ8uarvmTZU3X/KkVTdf8ybKma/5kWdM1f7Ks6Zo/gPRprXoaGuxthw5N10403QlbNN0JWzTdCTvLmq75k2VN1/zJsqZr/mRZ0zV/nKHSE8WWdRLaZm1DptgtpFYmB86qpmv+ZFnTNX+yrOmaP7Wi6Zo/WdZ0zZ8sa7rmT5Y1XfOHmRlAPVdB2ayUxemaVkEQBEEQBEEQBKHGqXSpuZxLq1b2Na0vvZSunWi6E7ZouhO2aLoTdpY1XfMny5qu+ZNlTdf8ybKma/4wS02rUyxZkq6daLoTtmi6E7ZouhN2ljVd8yfLmq75k2VN1/zJsqZr/jhDpUvNZS2RS59WZzRd8yfLmq75k2VN1/ypFU3X/Mmypmv+ZFnTNX+yrOmaP8xS0yoIgiAIgiAIgiAIZcXpQmtdnb3tEUekayea7oQtmu6ELZruhJ1lTdf8ybKma/5kWdM1f7Ks6Zo/zlDpqt5yLm3a2DcP/v77dO1E052wRdOdsEXTnbCzrOmaP1nWdM2fLGu65k+WNV3zh9mN5sEVj0A5F+nT6o6ma/5kWdM1f7Ks6Zo/taLpmj9Z1nTNnyxruuZPljVd84fZjUKr082DBUEQBEEQBEEQhNrG6UIrkb1t167p2ommO2GLpjthi6Y7YWdZ0zV/sqzpmj9Z1nTNnyxruuaPK5CqMXaTdu3acX19faWjIQiCIAiCIAiCUBGIaBEzt6t0PErB6ZrWJJPu9u6drp1ouhO2aLoTtmi6E3aWNV3zJ8uarvmTZU3X/Mmypmv+uILThdYkzJ6drp1ouhO2aLoTtmi6E3aWNV3zJ8uarvmTZU3X/Mmypmv+uIIUWgVBEARBEARBEDIKEf2OiN4goq+I6EsiOiu3fTUieoWIJud+V61YHF3u09q2bTtetMiuT+vChUD79unZiWa6mq75k2VN1/zJsqZr/tSKpmv+ZFnTNX+yrOmaP1nWdM0fIL5PKxF1AtCJmT8mopUAfASgL4B+AH5l5uuI6CIAqzLzhXahpovTNa3Ll9vbXn11unai6U7YoulO2KLpTthZ1nTNnyxruuZPljVd8yfLmq75YwMzz2Dmj3P/FwCYAGBdAAcDuD9ndj9UQbYiOF1obWy0t33llXTtRNOdsEXTnbBF052ws6zpmj9Z1nTNnyxruuZPljVd8ycpRNQFwHYAxgJYi5ln5Hb9DGCt8oQaT/NKBSwIgiAIgiAIgiCUneZENM5YH8bMw/xGRNQewJMAzmbm+UT0v33MzERUuX6lzOzs0qpVW7ZlzJh07UTTnbBF052wRdOdsLOs6Zo/WdZ0zZ8sa7rmT5Y1XfOHmRlAPceUmwC0APASgHONbROh+roCQCcAE+N0yrU43Tw4yRhTM2bE2ySxE013whZNd8IWTXfCzrKma/5kWdM1f7Ks6Zo/WdZ0zR8bSFWp3gNgAjPfaOx6FsCJuf8nAngmvVATUqnScpOUyJvZ17R2756unWi6E7ZouhO2aLoTdpY1XfMny5qu+ZNlTdf8ybKma/4wx9e0Avg9AAbwOYBPc8uBAFYH8BqAyQBeBbBalE45l5rq00pERwG4HMB6UJ2B+zHzW5WNlSAIgiAIgiAIQm3CzG8DoJDdezdlXMKomUIrEe0L4B8AjgTwAVS76kjq6uz1TzghXTvRdCds0XQnbNF0J+wsa7rmT5Y1XfMny5qu+ZNlTdf8cYZKVfEmXQC8C+DkJMe0bm3fPHjSpHTtRNOdsEXTnbBF052ws6zpmj9Z1nTNnyxruuZPljVd84c5vnlwLSwVj4BVJIE6AMsAXARgCoDpAG4D0CbqOOnT6o6ma/5kWdM1f7Ks6Zo/taLpmj9Z1nTNnyxruuZPljVd84fZjUJrrTQPXgtqGOY/AdgdwHKo0asuBTDINCSi/gD6q7WW6NFD/TvzTKBbN2DAALW+++7AkCHAzjur9YkT1W+/fsD48er/I48AL7wAPPCAWh84EFiwAP/T3HdfYNAgoFcvtd6xI/Dii8BRRwFTpgATJgA//KB0HntM2Vx2GdC6NXDJJWq9Tx9g+XJPs3NnYORIoG9fYPp0te2FF4ChQ4FRo5Tmyy8DS5YAV16p9h9xBHD00cAhh6j1rl3Vb+/ewOzZ6v/o0cDVV3sTEd94oxp1bMgQpXnLLcABBygdANhyS2D4cKBnT6C+Xm1jBs45B3gr14t46FB17K23qvX+/YFddgFOOkltP/104I47gJ12AlasUM21x45V2z/8UB2zeDEwbJhaovJpwgSVRu3aAWPGROfTr78Cb74JnHtudD5Nneql+9NPR+fTTz8Bs2apNIrKp59+8jSvuSY6n6ZOtcunX3/1NE84ITqfJkwAGhrUuRqVT4sXe5o77BCdTxMmAF98Abz3XnQ+MXuaUfmk83LgQKBTp+h8ArzrKSqftGafPipOUfm0fDlwxRXqeorKJ63ZtSswYkR0Pi1YADz6qDpXo/Jp4kQvjd5/PzqfZs1S6X7SSdH59N13nuZ990Xn0w8/qPND3/fC8mnmTE8zKp8mTFDpYt73wvJp/nxPMyqfdLqb972wfFq2zNOMyietad73wvIJyL/vheWT1jTve2H5BOTf98LySWv6n0/+fJowAZg8ufD5FJRPWtP/fPLn04QJwLPPFj6fgvJpyhQv3aPyacIE4PrrC59PQfn044+eZlQ+TZig0sH/fArKpzlzPM2ofJowQf36n09B+VRf72lG5ZNO96D3CDOffvwRWLgw/D3CzCetGfQeYeaTPi7sPcLMJ60Z9B5h5tOECSqeYe8RZj5pzaD3CDOfJkwAPvgg/D3CzCetGfQeYebThAnA/fdHv+/pfJo2zcvLqHyaMAG4+OLo9z1A3Y+uvz76fU/n04QJKn+i3vcAdd989tno9z2dTzqNot73AHV/nzw5+n1P55PWjHrfA9RzCIh+39P5pDXTei/v1MnTlPfy6HyqeSpdarZZAKwKNaLVica2wwB8EnVcXZ19TeuJJ6ZrJ5ruhC2a7oQtmu6EnWVN1/zJsqZr/mRZ0zV/sqzpmj/MbtS0kvKj+iGiHwAMYuYHcuuHAvg7M28Xdky7du24Xn+OEARBEARBEARByBhEtIiZ21U6HqXQrNIRSMB9AM4kojWJaFUA5wD4b9QBS5bYi/fsma6daLoTtmi6E7ZouhN2ljVd8yfLmq75k2VN1/zJsqZr/rhCrfRpBYCrAHQEMAnAEgCPAbg6LXHbCtkkFbei6UbYoulO2KLpTthZ1nTNnyxruuZPljVd8yfLmq754wo1U2hl5uUABuQWQRAEQRAEQRAEIQPUTJ/WYkjSp7WhAWhuUYS3tRPNdDVd8yfLmq75k2VN1/ypFU3X/Mmypmv+ZFnTNX+yrOmaP4D0aa16li2ztx04MF070XQnbNF0J2zRdCfsLGu65k+WNV3zJ8uarvmTZU3X/HEFpwutjY32tnqOo7TsRNOdsEXTnbBF052ws6zpmj9Z1nTNnyxruuZPljVd88cVnC60CoIgCIIgCIIgCDVOpSeKLefSunXboPl1Axk7Nl070XQnbNF0J2zRdCfsLGu65k+WNV3zJ8uarvmTZU3X/GFmBlDPVVA2K2VxuqY1SfPgCRPStRNNd8IWTXfCFk13ws6ypmv+ZFnTNX+yrOmaP1nWdM0fZ0ir9Avg3hKXzVIvkTezr2nt3j1dO9F0J2zRdCds0XQn7CxruuZPljVd8yfLmq75k2VN1/xhdqOmNc15WvuVcCwDeAjA1+lERRAEQRAEQRAEQXCBtJsHH8fMzZIsANYEQCnHA4D93EUA0L9/unai6U7YoulO2KLpTthZ1nTNnyxruuZPljVd8yfLmq754wpp1rQWC5dLuFmCIvkuu6RrJ5ruhC2a7oQtmu6EnWVN1/zJsqZr/mRZ0zV/sqzpmj/lhohWlHA4A9iPmV+Pt0yvT+taAFqVcGyLtNs+S59WdzRd8yfLmq75k2VN1/ypFU3X/Mmypmv+ZFnTNX+yrOmaP8zl7dMKoBHAGAD3JVweAbACwF424aRW08rMv1TiWEEQBEEQBEEQBKFi3MnMDyc5gIg6AjjS1t7pKW+SNA/eYYd07UTTnbBF052wRdOdsLOs6Zo/WdZ0zZ8sa7rmT5Y1XfOnCXgJwE9FHLc0d+xsG2PKVeuWBSJqB+AYABsDWB2FAy4xM59crvDbtWvH9fX15ZIXBEEQBEEQBEGoaohoETO3q3Q8SqFsNa1EtCuA7wDcCeB8ACdBTYvjX8rGkiX2tjvtlK6daLoTtmi6E7ZouhN2ljVd8yfLmq75k2VN1/zJsqZr/thARPcS0UwiGm9sG0xEPxLRp7nlQEut9YioTcT+NkS0XtI4lrN58K1QHXMPBrAaB095U1fG8BOxwnLcK1s70XQnbNF0J2zRdCfsLGu65k+WNV3zJ8uarvmTZU3X/LFkOIDeAdv/xczb5pbnLbW+BXBIxP4/5mwSUc5C6+YAhjDzKGaeW8ZwUqHOsvhsayea7oQtmu6ELZruhJ1lTdf8ybKma/5kWdM1f7Ks6Zo/NjDzmwB+TUnO3x3UTzMUMeVp2fq0EtFUALcw801lCcAC6dMqCIIgCIIgCEKWsenTSkRdAPyXmbfMrQ+G6so5H8A4AOcx828WYTUCOJaZHwnZfyWAAczcMYkP5axpvRvAMURUsSbAy5bZ255+erp2oulO2KLpTtii6U7YWdZ0zZ8sa7rmT5Y1XfMny5qu+ZOjORGNM5b+FsfcAWAjANsCmAHghjBDIjqRiF4notdzmy7V677lUwCXAHgjUeyB9OZpDeBaAOsAeI+I7gAwDWoC2Txy1dFlobHR3vbDD9O1E013whZNd8IWTXfCzrKma/5kWdM1f7Ks6Zo/WdZ0zZ8cDczcI8kBzPyL/k9EdwH4b4R5BwAbGOtrAGjrlwSwEMC9AAYliQtQ3kJrG6hpbrpD1br6IajIV81gTIIgCIIgCIIgCFmHiDox84zc6iEAxofY7QHgYWa+ObfeCOBsZn441Qgxc1kWAPdB1aw+CeBsACcGLeUKn5nRunVbtuXzz9O1E013whZNd8IWTXfCzrKma/5kWdM1f7Ks6Zo/WdZ0zR9mZgD1HF1uewSqCfByANMBnAzgQQBfAPgcwLMAOoUcuwLAMcb6twD+GBVeMUs5+7QeDOBeZj6MmW9i5vuDljKGn6h58HvvpWsnmu6ELZruhC2a7oSdZU3X/Mmypmv+ZFnTNX+yrOmaPzYw89HM3ImZWzBzZ2a+h5mPZ+atmHlrZv4je7WufpYCaGWsrw+gfXqx8yJZrprW3wD0L5e+VYm8mX1Na/fu6dqJpjthi6Y7YYumO2FnWdM1f7Ks6Zo/WdZ0zZ8sa7rmD3N8TWspC4BPAYwGsA2A9QA0Ajgz9z90SRpOOfu0jgawE4BhZQxDEARBEARBEARBqAz/B+BhAB/n1hnATbklikTjGpWz0Ho2gNeJ6FwAtzFzgglo0qF5Au/OPDNdO9F0J2zRdCds0XQn7CxruuZPljVd8yfLmq75k2VN1/wpN8z8BBF9BqAXgE4ALgcwEqovbGqUs9D6BoB2AIYAuI6IZqBwyhtm5o3KFYFmCXrsduuWrp1ouhO2aLoTtmi6E3aWNV3zJ8uarvmTZU3X/Mmypmv+NAXMPBnAZAAgosEAnuQaGj14NFTBNXIpV/gsfVqd0nTNnyxruuZPljVd86dWNF3zJ8uarvmTZU3X/Mmypmv+MJe3T2tTLWWraWXmXuXSFgRBEARBEARBELJBOae8qThJmgfvvnu6dqLpTtii6U7YoulO2FnWdM2fLGu65k+WNV3zJ8uarvlTbohoEhH1KeK4Drljd7ayVzXGtQMRbQw10e0TzHxclG27du24vr7eSrehwW7gJls70UxX0zV/sqzpmj9Z1nTNn1rRdM2fLGu65k+WNV3zJ8uarvkDAES0iJnb2Vkng4gaARzLzI8kPG51ALMA7MPMr8fZp1bT2lSlbAC3A/jQxnDJEvt47GwZuq2daLoTtmi6E7ZouhN2ljVd8yfLmq75k2VN1/zJsqZr/jQRlxLR60kWqBGGrWtP0+zT2hVA+yKOq8sd2zbOkIiOAjAXwLu5YwRBEARBEARBEITK8D1UOW6DIo9dbGOY9kBMlxLRqQmPaQGLUjYRrQzgSgB7ATiliLhF0s6ywtzWTjTdCVs03QlbNN0JO8uarvmTZU3X/Mmypmv+ZFnTNX/KDTN3aYpw0iy0lruUfRWAe5h5OhGFGhFRfwD9AaCuriV69FDbzzxTzWc0YIBa3313YMgQr2pdZ3y/fsD48er/I48AL7wAPPCAWh84ELjqKvxPc999gUGDgF691HrHjsCLLwJHHQVMmaK2/fCD0nnsMbV+2WVA69bAJZeo9T59gCee8DQ7dwZGjgT69gWmT1fbXngBGDoUGDVKrb/8smr6fOWVav2II4CjjwYOOUStd+0KjBkD9O4NzJ6tto0eDVx9NfDKK2r9xhuBGTNUGgDALbcABxygdABgyy2B4cOBnj0B3S34/feBc84B3npLrQ8dCkyYANx6q1rv3x/YZRfgpJPU+umnA3fcAey0E7BiBVBXB4wdq7Z/mGvgfd99wLBhaonKp/p6lUbt2inf4vLpzTeBc8+NzqdOnbx0f/rp+HyaNUulUVQ+7bWXp3nNNfH5BMTn04ABnuYJJ8TnU0ODSoOofLrtNk9zhx3i8+mLL4D33ovOp9de8zSj8knn5cCBKg+i8mnMmPzrKSyftGafPipOcfl0xRXe9RSWT1qza1dgxIj4fHr0Ue96CssnwEuj99+Pz6cvvvCup7B82nxzT/O+++LzqaEh/74XlE+HHeZpxuVT796F972gfBo0yNOMyied7v77XlA+PfSQpxmVT1rTf98LyqcxYwrve0H5pDX99z2b6yksn7Rm0PPJn0+TJxfe94LySWsGPZ/8+fTss4X3vaB8WnVVL93j8un66wvve0H5tOuunmZcPvXrF/x88ufTn//sacbl00472eXTkCGeZlQ+6XQPej7582nhwuj3CJ1PWjPo+eTPJyD6PULnk9YMej7582nhwuj3CJ1PWjPsPcLMpw8+iH6P0Pm0ZInStLme7r8//n1vzBhggw28vIzLp4svjn/fe/ppdb5HvUeY+dS3b/z73jXXqOsy6j1C55NO97j3vRNOUPePuPe9gQM9zbj3vR12UL829z2tmdZ7eadOnqa8l0fnU81T6Tl3bBYA2wL4EkDL3PpgAA/FHVdXZz9P64knpmsnmu6ELZruhC2a7oSdZU3X/Mmypmv+ZFnTNX+yrOmaP8wyT2tT0gtAFwDf52pZ2wOoI6LNmXn7sIOSDIysv+KkZSea7oQtmu6ELZruhJ1lTdf8ybKma/5kWdM1f7Ks6Zo/rlArhdZhAEYY6+dDFWJPr0hsBEEQBEEQBEEQhKah0lW9xSywbB7curV98+BJk9K1E013whZNd8IWTXfCzrKma/5kWdM1f7Ks6Zo/WdZ0zR9mN5oHpzZPa1PCzIOZ+bg4uxUr7DVfeCFdO9F0J2zRdCds0XQn7CxruuZPljVd8yfLmq75k2VN1/xxhkqXmstaIm9mX9PavXu6dqLpTtii6U7YoulO2FnWdM2fLGu65k+WNV3zJ8uarvnDLDWtgiAIgiAIgiAIggAAIKIdiehU37aDiegLIvqRiK4pSrjSpeZyLi1b2te0jhiRrp1ouhO2aLoTtmi6E3aWNV3zJ8uarvmTZU3X/Mmypmv+MDdtTSuA5wCMMtbXA7AIwCwAXwFYAeCkpLplq2ktWyk7URzsbTt1StdONN0JWzTdCVs03Qk7y5qu+ZNlTdf8ybKma/5kWdM1fyrANgDeNtaPAkAAtmXmzQG8DKB/YtVaK2UnKpFLn1ZnNF3zJ8uarvmTZU3X/KkVTdf8ybKma/5kWdM1f7Ks6Zo/zE1e07oYQD9j/TUALxnrpwOYnVS3nH1ay1PKFgQhVb75RrVKeOihSsdEEARBEARBqHHmAlgLAIioFYCdAbxp7GcAbZKKlrPQujqAX4z1/QG8ycw/5tafBbBxGcNHswTe7btvunai6U7YrmuOGqV+jz8+Pc007ESz+jVd86dWNF3zJ8uarvmTZU3X/Mmypmv+2EBE9xLRTCIab2xbjYheIaLJud9VLeU+BXAKEXUH8HcArQG8ZOzfAPllRLs45qppU4eIZgC4iZn/kStl/wrgGma+Orf/LwBuYOZ2ZYkAgLZt2/GiRfVWtgsXAu3bp2cnmulquuZPNWleeSVw+eXqf9DtQPJSNKsx7CxruuZPljVd8yfLmq75k2VN1/wBACJaFFXmIqI9ACwE8AAzb5nbdj2AX5n5OiK6CMCqzHyhRVi7QrWobQPVyvYVZt7f2P8lgM+Z+Wi72CvKWdP6KcpQyk7C0qX2tr16pWsnmu6E7brm8uXpa6ZhJ5rVr+maP7Wi6Zo/WdZ0zZ8sa7rmT5Y1XfPHBmZ+E6qC0eRgAPfn/t8PoK+l1rsAtgdwNoB+AProfUS0OlSB9o6kcWye9IAEXAUVqQ/glbLHGfv/AGBsGcMXBMEC2690giAIgiAIQmZYi5ln5P7/jFw/VRuYeRKASQHb5wA4p5jIlK3QyszvEtH2UH1Z5wEYofcZpeynyxV+Ujp2TNdONN0J23XNrbdWv61bp6eZhp1oVr+ma/7UiqZr/mRZ0zV/sqzpmj9Z1nTNnxzNicisPBzGzMNsD2ZmJqLy9Cm1pGx9WquBdu3acX29XZ9WQTjtNGDTTYFzz610TJqW//4X6JNruOHw7UAQBEEQBCGTxPVpzdl0AfBfo0/rRAC9mHkGEXUCMJqZNw059tmEUWJmPjjJAeXs01pxkvRpPeqodO1Es/bCHjYMOO+8dDXTsC235ooV6WumYSea1a9p2i1cCGyzDfDxx00TdpY1XfMny5qu+ZNlTdf8ybKma/6UwLMATsz9PxHAMxG2fwhYDgrZrpdEpNo8uClK2cnE7W2nTEnXTjTdCbtSmm+8oWp+yx3Phgb127Vreppp2Ilm9Wuadu+9B3z+OXDBBcCrr5Y/7CxruuZPljVd8yfLmq75k2VN1/yxgYgeAdALQEcimg7gcgDXAXiMiE4G8B2AI8KOZ+a8ilAi6ghgJoB9mPn1NOKYdp/WoFIzQw3EFIQ0RhSEEPbaC1hrLaBz5/KGEzd6sCDY0KqV+n3ttcrGQxAEQRCEZERMP7N3sZLFxiVckblsC4COABoB7FXOcMKWNm3asi3ff5+unWjWXtiqbj5dzVJsdXzK7fsDD6hwNtooPc007ESz+jVNu7/+tfquIVc1XfMny5qu+ZNlTdf8ybKma/4wMwOo5yYsgwFYPe0yYLn7tFa0JlU3e7ThkUfStRNNd8J2XXP8ePUb1pxe8lI0bexGj27asLOs6Zo/WdZ0zZ8sa7rmT5Y1XfPHGWqtlJ2oRN7Mvqa1e/d07USz9sKOqiWqRDx1fMrtuw5nzTXT00zDTjSrX9O069rVO5cWLSp/2FnWdM2fLGu65k+WNV3zJ8uarvnDLDWtgiA4xMyZlY6BUMuYo1AvWVK5eAiCIAiC4CC1VspOsrRqZV/T+swz6dqJZu2FHVXT2tTxXLDAi0+5fdfhNJXvrp2bWdY07bp1886jX34pf9hZ1nTNnyxruuZPljVd8yfLmq75w1z+mlYA5/qWSwGsAHBHwL5zAZyTNIy0Rw+uWVq3TtdONN0JuxKan3ySvmYxduXQdM2fLGuadoccAkyYoP4HjSdQC/7UiqZr/mRZ0zV/sqzpmj9Z1nTNnybinyHbTwvZzgD+lSiEWitlJ1mkT6s7mlnr03rvvdzkfVqbynfXzs0sa5p2l1zinUdff13+sLOs6Zo/WdZ0zZ8sa7rmT5Y1XfOHuUlqWnsmXZKGkXZNa/lL2YKQAWbPbrqwWrSQuVqF0lm2zPt/223ArbdWLi6CIAiCIDQdzDym3GGkXWjdM2W9kqirs7ft0yddO9F0J+xKaF5wgfpt37788Tz5ZODf/1b/GxuBZs3CbdMOWzSbXnPZMuCpp4AjjwSI0gvbLLQGDcRUS2lU7Zqu+ZNlTdf8ybKma/5kWdM1f5yhnFXFlV7atLFvHjxzZrp2oll7YUc1kW3qeOq4rLFG+X0/+WQvvPvvT0czDTvRLI/mpZeqvH7qqXTDPvxw7zzq1y8dzbRsXdN0zZ8sa7rmT5Y1XfMny5qu+cNc/ubBTbFUPALlXKRPqzuaTdmndcKE9DSLtdVx6dSp/L6feKIXHsC8bFnpmmnYiWZ5NPfaS+Xz6qunG7Z5Dj3xRDqaadm6pumaP1nWdM2fLGu65k+WNV3zh9mNQqvM0yoIPqZPr3QMPBobyx+Gvz/r0qXlD9MGXQQS0uXnn9XvnDnlC6N9+/JpC0It8cEHwKabAgsWVDomgiAItY3Thdaw/lpBdO6crp1o1m7Y9fXA99+nq5nEdsUK7/8qq5Tfd//0JP5CbKXyskMHYMaMdDWT2IbZzZ0LjBqVrmYptkk1v/22/GEHDexVS2lU7Zqu+eOy5jHHAJMmqcJrU4ctmk2r6Zo/WdZ0zR9XIHa4KqNdu3ZcX19f6WgINYL/I0elLo1Fi4B27dT/bt2Ar74qb3iHHgo8/bS3fvfdanCmSqPzo9puUfvtB7zyCvDjj8A661Q6Nskxz/O00vauu4D+/b31/fcHXnwxHW1BqGX09fbqq8Dee1c2LoIgZBciWsTM7Sodj1JwuqY1STPHvn3TtRPN2g/bHAG1KeNpnrfLlpXfd39N6yeflK6Zhl0SmvL8mDhR/Zqj5VbzeVxOTW1nFlgB4KWXyh92ljVd8ycLmvvsE9zKoVb9Ec10wn7hBWDEiHQ107LLsqZr/rhCTRRaiagVEd1DRN8R0QIi+pSIDog7Lkktgm0/xiT9HUWztsNetCh9TRtbc37LpUvL7/vy5cAWW3jr/kJsJfPSlqY8P3Rh1exvPH26Wn/44eh+yJW+Ln/4wft/2GHlC/vccwu3ffkl8MsvxWuWYuuapmv+ZEVz2LDKhS2a5dcsJuwDDwSOPjpdzbTssqzpmj+uUBOFVqj5ZH8A0BPAKgAuBfAYEXWpZKQEtwmaa7IpeO89739TDIrU0ACsvLK33rFj+cOsZfRARhttlL/93/8Gjj0WuPPOpo+TLeaHPLPvdCmYNc6adr4GSI2NwJQpwJ5VNZO3IAjVwM8/5z/3BDe46Sbgo48qHQvBKSo9fHGxC4DPARwWZSPztLqj2ZTztOplypTSNYux3X9/Lw6rrFJ+33v2ZN5jj3zft9qKecmSQtvp05nnz08v7Ch0XN56Kz3NJLZhdmY6zZ3L/NNPyvbvf/e2//hjevF87z3mTz5JHs8gpk714njAAaVrzpyppmXyXzsHHZRvt2iR2k5kp2lLNd0/mlLTNX9c1VyxIv+6uPDCpgu7ljR1+ixcmJ5mmrblDDtqfvhiNdOyK1UzzLdqi2e1hV0uTciUN5WBiNYCsAmAL6Ps/M0coxg6NF070az9sM2a1qaMp9m8dOnS8vve0AA0b56//4svvBGUte38+WqkOrNWttSwbdh993Q104znRhupwZiGDgXmzfO2+/sFJw3btN1lF2C77UqLp2a33bz/L7wQrfn992ok7Shuuil/hGddw/rcc/l28+erX7bosuHavascmq7546qmf5Txpgy7FjUXL05fMw3bWgi72jSj7vXVFM9qDLtcmk5Q6VJz0gVACwCvArgzZH9/AOPU0pK7d1eT7w4fzjx2LP9v/eyzmZcv99bbt1dfIk480ds2aRLzzTd76yNGMG+yibd+0UXMCxZ46/vvrzSOPFKtt23L/P33zP/4h2fzzDPML73krQ8ezLz11t76wQcrjYMP9rbNnKnstOZLLykdvf8f/1Dh6HUd/v77e9sWLFDx1etjxih/tObNNyt/9f4TT1Tx2GMPb9v226t00+tjx6p01et33sn8+eee5l/+ojR23FFt23FHVQN10kneMZtvro6Ly6e2bdX6HnvE59MGGyj/4vJp1VW9bd9/X1hbdO213v5OnVQ+xOVTp07eelw+rbqq0vDn0957q/DbtWNu1kz5o/f786lvX+bGRi+f2rZV6RWXT5tv7q2vuaaKQ5cu+f4fdZSn+fnnzFde6e37178K82n77b31qHzSeTliRHg+bb99fly2287Lp6DrSWsOHhyfT1tv7V1PUfmkNY88Mj+f/OcJoO4LO+zgrZ90UvD11L69ty0un9ZbT6W71gy6npiZO3b0jvn88+jryR/vsHz63e+8czAqn/x6m2/u/Tfz6eijve1x+aTT3bzvheXTVlvl3/eCrqeLLvI0zfte0PWk08G874Xlk9Y073vduwfnk94el09a0/988udT27bBz6egfNKa/ueT/3pq2zb4+RSUT6uskn/fC8untm2Dn09B+bT22t56VD61bRv8fArKpy5d8u97YfnUtq13PcXl02ab5d/3wvKpbdvge4U/n9ZeO/o9wswnnZdx+bTKKtHvEWY+ac24fGrbNvo9wswnrRmXT23bqnzSabP11uH5pDXj8qlt2/j3PZ1Pq6+ef98Lu57ato1/3+veXd2P4t73dD61bavyx7wvBuXTxhvHv+/pfNJpFJdPv/td/PuezietGfW+1727eg6Z970ePfKfj2Y+ac203svHjPE05b08PJ/gQE1rxSOQKLKqD+4IAM8DaBFn36xZW7ale/d07UQzeDvA3LJlZcKOsmtsDH7BqEQ8hw1TYZ92mvrdfvtgu48+UvuHDCktnttvr5pz/vZbvu8TJ3q2kyYxT5jg7Xv1VXt/irFbtiw/LnFNYJryfD/nnMLzpHt35t1289Yfeii9eMY1H0ui6Y93mzbeC5xfMy7cID1zm25ezqweqnr7Dz+ENzFP6k+13D+aWtM1f1zVjHqmlDvsWtLUafPNN+lppmlbzrC17199lZ5mWnalaC5Y4Pk2dGg6mmnY1kLY5dKUQmtTRhQgAPcBeANAG5tjWrWyL7S+9FK6dqIZvN3/4K4Wf6ZNi37BiNO8917m/fZj7tWL+e67S4vn7bersM89V/0+80x4mGHxHDWK+dFH7cLeemtVY6v7Herlyy/V/vvuU+uHH+7te+UVe3+Ksauvz49LWB/RpGEnsQ2zM/sc6+Wll/LXb789nXj+8IOnaRYCi9UMOseDXqRffDF8X5Seue3SSz07/QFGL127hmtW672rmjRd88dVzaBr7fPPmybsWtLUafPZZ+lppmlbzrC17//+d3qaadmVojl7tufboEHpaJrMmpX/Mbsa8rLaNV0otNZSn9Y7AHQD0IeZI3o+FIftSLFJRpQVzdoJO67/c5zmn/8MvPwyMHo0cMopycM30XHR/QMXLgy2u+yycM0+fYAjj7QLe/ly1ae1Vat8mxdfVL9PPaV+H3/c23fVVdGaUdjY+fMjbhTlpjw3g+Yg9duecUZpYWvbe+7x1rfdNjgdbDXVtz87/vMf7//o0cE2CxZEa5h9Zv0jKk+ZEn6ca/eucmi65k+WNLfeunJhV7tm1D2lmuJZjrDDfK/VvDRHlfePVJ9GPNdYA1hzzXQ1i7GrJU0nqHSp2WYBsD4ABrAEwEJjOTayRC7Ng6tK0xxJcenSpg07zi6opnWffew142quksTziCOUxnXXqd+tt44P06+ZpEnpxhurPod+zR12UNvatSv0r5RmbjZ2Tz+dH9aECaVrJrWNauIe1Dw4aLt/5OOk8TzzzPTS/dNPg+MYpGlzPofpBB1nE2ZSf5LYuqbpmj+uatpcb7XkT7k0dbpsvTXzyJHpaKZp2xTNg/fbL7nmZpupY/Xo8tWURt9+6/l2//3paJqEvfuUolmMXS1pwqKmFcA0AF8A+BTAuDj7pl5qoqaVmb9jZmLm1szc3lj+E3+0UC1cc433P8nIzk2BOWKvZurUpo8HADz2mPqtq1O/Nl/SPv44ePvy5fHH6ppWALj4Ym/7fvup3w4d4jXS5uuv89er/WuiP511mj39dGm6m25a2vEmTTHnbxjmqMWCYDJzJjB7dqVj0bToViwC8MAD3v/PPwf69gV++61i0akY66+f/Bj9nHzllXTjkgZmHlbb+54Qy57MvC0z96h0RPzURKG1WPRLvw1HHJGuna1tfb2afPmf/0w3/GLjOW6cenCkqakZMsT7/+CDyTTTTndtt846ABEwZkzh/qlTgVmzkocPhDfp9YcfhW4aOmlS4T7/1ABz5gRrvv66+l2xArjgAjWJu9/OnPKmY0dve7du6nebbaLjqUkzL82myED0VAhJwk5iG2a3yy6F2w46CDj4YG997lz162/ylTSeq69uZ2fDKquo3+uuA3r3to8HUFjgjfqgs+GG3v8PP1S/77xjH5bpz9Sp0R8sKn3/qJSmS/6stZZq6lft8UxT84ADVBP8mTPV8/+OO5ou7GrTPPHEwu1BH1srHc9yhG1+LL/rLvU7fz4wfXoyzbDnf1TYthSrefzx3n9/obWa4lmNYZdL0wkqXdVbzqVNG/vmwd9/n66dre0bb6gmDnV16YZfbDx1k4sRI9LT1LRvX9hEqlLpzsz83XdeXMyh54OacsVp+o8ZPbr4eK69Nv+veW5YU8q77soPr1WrfE1z31NPMd94o+enaffhh2p7//5qfehQ77h77lHbBg4MTxe/P59/zvzBB8X5bbLXXt51ocNbtqw0zaS2YXa77lqYFm++yXzhhcHpNGVK8fHUU8/EpbsNd9yhjr/7bhUnU7O+Pt/WH+YNN0TvB5hff13t++Ybb9vFFzN36xZsv3Chsl+6VK1feWW+P3r7ttt63QmK9b0pz4+m0HTJH30+rLtuumEnsS2XZtgzRS+9eqnf7bZLP2xbKq0ZlC4zZlRfPMsRtvkOAqjpXvTUczaa+jg96GKx8Qy7v5aiafo1cGA6mkH6aWoWY1dLmrBrHvwtgI8BfASgf5x9Uy8Vj0A5l1ro03rkkYUXXxrhFxPPJ57Iv9Hol8pSNE0uuyxfP4lmOfoCbL21FxfdNySscBan6R9RNmh0Xdt4/ulPKj5//Wv4ubHeeuHxnDEj3Be9/O53yl6vDxig1t9+29t2xx3MP/0UPt9gkD8257JN/px+utLZZBNP89hj1dy5gBrpOKlmUtvu3Zn79fMKU+b2oPTo2zc4rXTaFhPPoHBmzWL+5Zfkmvr4fv3ypyMAmMeNC7YNy++4cyHu/DOPmzUr+FqbP9/bfsop4WlkQ6X7EqWpqUcVr0TY5dCMOo9KCTuJbTk0t9rK/jpYbbV0w66VNAq7x40aVX3xLEfYfr+vv77wWrDp1zloEPM11xQXzxEj1Mfh776Ltp01S1Wy2GgyM7duHX5tS5/WymgCWApgnLEUFEoBrJv7XRPAZwD28NtUcnG6eXAtsOWWlY6Bonlz4E9/yt+Wdj+ERYvS1SsV3aQGiO5DE9Tf1Y85Uh4APPRQcXHSWq1aAa1bFxcnm/6fP/yQv96ihfrdbTfgoovU/4ceAnbayT7fzDipe17x6OZyZhr85z/ADTeo/zbNr01++UU1Ayey69v54IPAxInA8OFqlObly9Vy3nnAjBnBx4wc6aWjybx5yeKqMdNwk028/2usoZpUFsuSJUD79vnbehg9V1ZaSf0G+VIOgu4zzCrtNUEjNmeVG2+sdAzS49df89dt7rW1gtnEM45ffwXefbd8cak1Xnut0jGoDLfe6v1PMgbB1VcDl1xS3DvbXXep7kNB3ZBM1lgD2HNP4Pvv4zUvvbT6x6HIKA3M3MNYhvkNmPnH3O9MAE8D2LGpIxmF04VWInvbrl3TtbO13WIL7785UFGp4SeNp39IcqDwZbtU3xcsUDe+YjTTTncg//z45ZdwuwUL8jV/+gno0gWYPNnbtmxZ/mAz999ffDyXLlWF1vPOCz827IEWlpdBmP7rPq2AV2h9553Cwm0UZkHy+efD7ZLkpX8gIj1gSzPjzvXCC8Cqqyp/wqb5+eYb7//48fEF8RNOyPfn9ddVP9sbb1T5v/nmwccFFfTeftv7n8R3s2+oHpzLvH70h5IkmgCwwQbB27faSv1qv88+Gzj88Pz4BE1VM22aXbirrRa83f9y07UrcO21wN/+5m0LOw+T3D+WL8+/ZqNsbTVtSUvTTH/bD0PV5s+ECer36quB9dbL3xc0tkCxYSexLYdm0sGEbAYrq7a8TFOzf3/vf1Dhq1riWc6wzfvck08m14ybhiwobH2efvJJvC0A/Pvf8XZXX61+zY+rH3wQrmkTz7RsayHscmnGQUTtiGgl/R/AfgDGpxdCClS6qrecS9u29s2DK8Vjj+U3oXjzzcrEI6r5HrNq7tqnD/N55xUfxjHHMG+4oac9b17p8S4F26Zb776bf9y//qW2/+1v3rYePZgPOID51VeDm8MkoVcv5t13z4+jH90/2Gw+O3eu2vf11/a+6eWii+zSZv/9ma+6Sv339zGNazKahN69vSl3guJx333Rcf3003y90aPz9x94oMrHHXcMDj9I8+67vf8nnKCaTo8Zk2+zyirR11ESzCa8zMwXXJDf5OrHH+21zIne//EPtU3no7mMG+f9v/RS5jlzgn3RzdPDpiIyr/Oo5YknmL/6qjCd0kpDzbJlzCutpHR+/rk4jXnzmB9/XP3X54LZTLspeOUVLz2mTcu/N61Yoc6RJH2cvv22sBtIOdHPuyefjH/m1Nerqa9qlaT3YIC5sbHSsS6e2bOLu7a23FL5PnMm8+9/r/7rMRpcJ+pcOOqo+ONXXz3/GD11nQ2zZ+d3JerUyS6uu+0Wr61tV1vN+3/NNfZxsyGN50LWQEyfVgAbQjUJ/gzAlwAGRdlXYnG6pjVJ8wTb0TSTjLppY+v/ohg39H854rnHHvE2++4LjBrlNc8sJvwFC7ymh4BqZlmpdN9nH3u9Z57J19Q1lI8+6m3TtaPmCMlxhMVTa5n4m+7ssIP6Pf98b1uHDkpTjxCchGaWd4Lrr/dqKfv1U79vvJGsVYNN/ixaBLRpE27bpo36VffZQrbd1tu3fDnQq1f+/uefB845R339ta2ZNr9it2oFdOpU2HIgrklXkvPYHI0YUPlr3tN0TauNpjkqtE67Sy9VPpicdZb3v2XL4NpRIlUzv9VWqjY2iLfeCt4+fboaoVxz6635Pq1YEe7PpZcWbrNNzw039PJv/vxo2zDN005TNc+PPw6ccoraNmWKXZPW3r3VuaFbBITV9PvD1udwYyOw5prqPqzp0gXYdVfVtHTGDJWu11+vWgnE+XP11cAXX6ha91VXDbeL8sfWjll1M7jySm+ky8MOCz9G1/S3awcccgjw3HPFhR1l29iozqck15Cp2dCgug8AaroRf0uAoJYB55/vtZgII+y8OOggdd7472NRcbSlmGfwqFH5rZOWL1f3mLXXTq45frzybY01gAsvVNuXLi2sqa7Uu0Klwh4xQl07Ue8JZhcnQF3TtmF37Kju/6eeqradcYZdPMNGgtd2ZhzM5v/Dhnn3szTTsxyaSexqSTMOZp7KzNvkli2Y+er01NPB6UJrEmzniUsyn5yNrf+F+b//jdcMe1FPGrZmfMLK/4MOKi78hQvzC62bbeZNKWPS2KimZzEf/Kbe4sX5zT1twtaMGKFeoOL6zJxwgjfdyM4752vqAt4vv6gXMcAraJp2QU0pbeIZVGj1P8D79lW/5kus1gx6uY/DpuB27LGqoHLttWr94YfV7157Bdvrlzo/Nufm4sWqcDV7dnAzaR3fqA9Tel9cX7GXX46PD5D/gqALfmZhUIepmwjr6V5MSrl/+OfL1fMb+u3mzQN+/FEVEOfNA26+OX//aad5//ffP3+f+ULSsqX6DSpgTJ2q9of5s8466vo26dwZWHddoHt3b9uYMfnTGc2aFa55dcDjMy49ly8Hjjoqv39h3AeaIE0ide8A8qcY2G03NbXawIHxmpdf7k2F9Nln8WE3Nqq4EqmPVkH3SkC97K+zDjB2rFofPVrlf5g/48ape8TWW6t1Pb1Ims82ZuDLL5Xd8uXq49Dll9tpn356/v3Ifx2VGs/HHgO2316dT/rDkK0ms+pf3aKFOr9vuUXNZ73eeura+de/lJ2/2fP116sPmmZz+yCCPqgwe90tzA8+UaT9nqLtGhtV//o//tF7BgFq6p5iNQHvncbspuIfJ8KvOWtWYbhJwk5iW6odsxojwvTJtNUfgP0sXRquGTRuxvjxdv1aTU09FVrYGAZJfdf3FT/TpqkP3MVoRvHll+qe11R5WcuaLiCF1grjv8Hce2+0/U8/qReZQYPSi0PSvjdR/RWjGD9exd18+fbP9/jNN+oFZ8gQ9eBv165Qp21b1Y4/bu7OII4+Or9vhR896fvf/ga89576738wmi+9l1+uviYGFTR1n5SkmFr6wWSG+fPPXo2Yv9AEAD17Jg+zvj5/Pagg+tBD6gV65Mjw40z8hZZly7wa4/POA046SRWEzRprZuDAA9WLqn5x/ec/1byGJjoOUedA27aqQBr3snzggfkvEz/9FGz3f//n/dcfX9ZYQ4Wx8srevgULVAG3Rw9V4xvEsmWqptc/EI2J9l/PC+svtG60UfBxHTqoAuLvfqf+m7WhRF5hFADuvjs8fG23557B+4PmUjTxf/UPeykyPzxcdln0BxT9sQAA7rtPzXEZxciR+ecXUJ4Bb/75T2Dw4PD9y5blDywVV9sL5Ne06zmTg9A1vWYf4M6dC1/6NbqWuJw88YQaZHDuXLv7tC7sAeo+M3Sot25+6CyFhgbg1VdVv3f90UDf720xB0QD8lsm/P73wLnnBn9UNs/9qGd30HlhXmdh99vJk8PzO02mTPH6hb//vnp+19cna2kTxH77qV8z7Z56KvqYNdcsbUC6puSZZ9S8pfojt5/TTw/eHnWvChuM0N96JghzvBJ9/4gq7H7+ef76nDnKp6Q8+2zyY+LYaqvwZ1S50I2ThQpQ6fbJ5VySzNO6YEG6dra2/vk2dRv9l19mvvfeQnvT7osv0olnVL+K5cuZhwwJ3rfOOqpfRFT4c+Z4/ZL0cQ89VOgvs5rGJCicl1/O90dvv/nm5L4H6Tdr5v2fP9+zNeeQMzXNuUwBNWT82mszn3qqstN5utlm4fGIiqeZLrqPrNnXWfcBAlRfPXPqnldf9ebj9Pe3jFr8fTt//dXbd9JJ+eny0UfePj3Pa1z/NGalAzD/+9+Fdtdfr2xuvz1/u06jMO0ff7T3MWo59VQvnn/8o7f9wQeZO3YstD/xxHzfRo4M9vnKK9W2Dh1UH1jtj3kNhKH3jxyp1h99ND8OTz6ptvvPozhfw8LxLxtvrPYfd1y4Tdx9prFRzfcLME+cGBzmf//r/TfTPir+euojQPXtjEtDc7nwwug4B/lkex75efVVdb6bfbv0NRUXdqnn9LHHBvsTZPvXv6ppM2wJSqOff1Z9fN95J1+7RYv4uJr9xYH8e1rfvvFhx8Xzrbei88xG8733is+Ljz7ydMaPV9vC7p3+fonmvTjoHJs5U20372GmP5MmMS9eHJ9GcSxYoKaeivN1gw3Uc9+GuXPVMXp8iPffD/dVx/PSS5n32cezGT9eTRM3fbraP3WqfV/zpO99ixerMM85J5mevgf26+dtM59dc+aocRqS3GPPOMP+PuTHtNXTy118sYrnihWFPh11VHA4s2bl202aZHePTON926/78MPxesuWKdvDDy8t7GOPVTp6HJFKlR+SasJintZqXyoegXIuzZvbF1r9A9GUamdrqwsY11yTf1GH3Xxsb042YV98cbieXr/66kKbqDg0NnoPY7MwaC4NDcHH/+c/4WGY/sT5H+V7nC/mQBhmPE3NO+/MP+bmm5lXXVW9+F10EfNnn8XnD7N6UJ91VuHE3uaxet7Ul17y9puF5sZG9ZAJ8uXXX9ULfZzPgJov2KS+3tu3yy75+xobvX16zkibcyMuDj//zLzrrsH5HmT/+efMU6bkb4sa4GXq1Oh46Dno/PEPKkjtv3++b336BPt8883e9m7dPH8OP9zbHjQn4RdfePv1nL/+F8b771eDGJmFMP0SaJsncfnCrAroNtdlHKbtqqt6Go88YneOmnEy183CsI1vw4bZx5NZfbhLErelS1We+O9zcfngDztJmkSFcf756mVSz/u8++7J4mTS2KieG0ED8pUSz2nT1EB9NvFKes7FFZq3314NYGX6eNFFhQNUleLfzJnhcbzgAuYjjgj394cf8veNHOm9NN9yi1dQ2GijwjRaskTt69w5Oo1s0/Kss+z8Pe00O8399lP2K63kbYvL9yT3hqhzesIE9byxGfxKh+2fUzrMzs+99xYeZ84NrwuKet0cYPH884M1/X62aqV+d9453h/zOH0u6aVXr3zbQw8Nf5ebMSPfd//+kSPzP+jqwRVLed9ubGQ+/vjCsHbaKV7PvJbOPLNQ98svo8PW+M+vSpUfkmpKobXKl2bN7AutlZoc+NZbVS6YN8Nvv/X+L1rk2Q4eXHihFht2UEFHjyrKXLgvavnxR1VAYlZfu+Ls/fr6K7D59dS/dOsWHLekvtvELcje1LzttvxjLr+cuW1b9SLXvXv+S+7o0cEvLGah8D//8bbrAuFf/qLW9Wiuzzzj2ZiF1ii/Fi/2viwCzNttx/zcc/k255yjfl9/PT9+5gv3yiuHp8vmmxeG+5e/eP/HjVP2+uUpahk3jvmQQ7z1667z0n3EiOBjzMKd9jlM/7fflNZmmxVOfK4Xc/TnoHNVL8cck58eG28cfA7df7+3/YILPH+6dPG2H3ZY/jF+X/UIsebHEEB9tQfyR33cd9/iz3H/MmSI2m+OMOlfir0fPvGEp2EW7G2WoHMpiKhCo9lyYcQI5nbtvBdHv0977hmuo0ck1svzzzN37ar+r7WWXT6MH++9OOuwzRe9UpbVVlO+2dqPHBldwNJ2LVrkb58wwT6MIUOYe/ZUtWF6W2Oj8j3sGLNgkfScs4nTNtt4x9xyS/61d9FF+c/kYhb/h0l/HP2jmy9f7u2fODFa2xwtXh+n0+jll6OvkSTpaZuW+tyPw3+v1vhrHGfNUh94t9tO7Y8K9/XXw68zE3Nk9s8/t/OdWdma53GYnR/zQ7emrk6td+3qbdM25mjvq64arBnkZ6tW6gPICy+oAloY5nHdukWnWVR6T56c73uYxvz5attxx3nXug1+u3vuUedCUFzC0slk6tR4P996Kzhszaef5mssWKBsJ0+ObtEQpVmKbRJNKbRW+VILhVY9fcpvvwVfiPrLFHPhvq22Kj5sf3OsJDeqoEV/Kb3ssmi7Dh0K9bfdVm3bdNPoYzV6uo2wB5JtobVjR3XDOfXUcD293dT85z/zdfRN9JJLPLu4B6e5b9NNg7cze03JAO/DwA03FOoGpZd+0fNrmg+XBx6wS6uofYBqYtS5s3qo+PefcIJXyxO1PPBA/vqvv+anu95ufqEOSuewfUGFkrg4+W30lAynn56fHttvH5xWZuFj8GAvbN0kS2tGpe1nn3n7DjvM225+MGAubAEQdx1FpUHXrvkFhSefVFM6mTYTJpR2P9Q6Zq2zf3nzTa9pnV7MWgu9PPdcYXgvvBCdDrogYcYjKp7+pVu3/I9CAPNee9nlAcD8u995TU7/9S8vbH9z0KZe1lknOP/MApD/PEqir6fKMtNO+x52jFmIS3LObbutXZy22CLaF3NqkbZtk/saRffuXhNfvZjdbuJas/iX445Tfo8fnz9FUlT4QejjTj1VaW23XbJ4hKHjdP31wfbmB90gzaTn85Qp4b7FxdWfRo8/Hn1cWFr26FF4TJDO4sXqXTCsNVqYD6uvrra1b+89o6L8atnSPu/8+8zKhQ028Oy22MLbrlstafz3ybB7jB8zPc2KnbDlu+/yj29sVF1xdOXPM8/k2zc2FlZC3HVXYdgmG22Ub7/uuvndGfzP8zB/kviehh0zsxRaq3xp1cq+0DpmTLp2Ybbff69epjT6xm1++fMvn30W/ULqr6nxh93Q4DV7mDRJ3VDWWadQx8Tst2i7+JsxBS1//avSL+ZhpPsPmLVk5gu95o47vJdAP6aeblap56LUN6sgezM9/+//1DZ/nlxxhWcX91A095m1dnrb1lurdbP5a58+aptusm1+vQ96kQ8Kizm/ln348OB0Mo/TeRYWf0Cd12YaJT13/IvuE2VqnnQS84svhtemtmmj7H77TT2kzFrbO+7wdGzjeffdhTa6VuP99/PTw+w/bGLWoNTV2Z0f/n1mn83GxuCaT9s0r6srzMvp05lvvDHfLuw+N2OGypt33ilMyzj8tnvsER3X/v0927hmz/5+qmZNbtTiTzcznt98w3zTTcHHzZsXnpdJFv0S3KqVqtF7441w2+OPV+f/mWeWfn3FLfPmFb4A+m0uuSR/jt2gpUMH7/+IEfHnR5jOAw94H1Hizjnd39nmeRR0DdrYTpig/Ae8Z2tQWtig/TFbHLz6qtpm9vcuZjn00Pi4BKWn2QVEL/5mpLbp2dCgnjMNDfnpa7ZOufji/PDDNHXLtKRLnG+2eeTvwjRgQHxaMis7fYyuAdXrYZUPcfHT+55/XhX0mVXT3s6d4/3aZBNmovD0Mj9YmtvXXruwplOjW20BhfP1+tN8tdXC42ZipufPP9vndWOj17UK8Loz2Bw/dKgX9owZqsXXAw94rcaSnm9h/iTxPQ07ZmYptFb50rKlfaE17oGa1C7M1n9TuPxytR7X/ylu0f3egsK+8EK2uuGHxdVcdtuttHjqjvvz5uVvnzzZ7nj/cf4brDl4UhDt23v7owps/jS48UZv26BBqo+H/0Z83XVeukelrf8FXPdZMQuTuqm26W+XLmqbrmn098XZZpvgMHXh2hy4StvoQX6ifA8aoOXLL/PDmj8//5yLq3HXy4YbqkGgwvI07Hrz26+6amEzL/OLvVnjYWr6m0ubi7a76qroc0pr3n+/qpEw+fjjYE1/WGY/S38fUv1CEuU/s+rL5N/ub6IaVGjV6KbRn33WNPdDfx9Gs8XDnXfm164F+Wwut97q2X3zTeH+yy7zPk5FLTqe/sHWALVN14SY/qyyit25Dnj9zsIW/4BNkyer6w9QNfWaq67Kb15brkUT9lE1aCBB//l+0UXMa64Z33dwxIjCVizmsummSiOoWeaKFcyvvVbYxz1s6d9f3Xv8vsYVwgGvViuIYcOUzaGHeq1O4jCvi2efzY+PGW6SGt6ovGRWTezXW0/5G3QNJy2gBi265k23jLrhhvxnpjkOgP/cSPs8Nvu9+5uItm9vl0dh9w/zugy7H5ota4D8fvzbbx98TFje+febHHRQ/HG6T/v664enl/kR0Nze0KAGwjK36VYBZk1rnD/a5tprvQG0gjDTU3eVsjnPhw8P3m6+/0Ut9fXBXZKC/LC53oL8iaMcz2AptFb5Uo3Ng/XXRd1c4fzz1Rcv5uibSNKLJEkTyLCLzL9/001V7V5acTQHn/I/JB98MPh4s7msXr79Vuk99VRwWF9+qZpw/PyzerHfcUeV/jZ5eeCBSqtZM7WuH1y6T5cZ3r/+5WmaXzuB/Bfws8/O36drWs2bsv56bz7kr7zS6xsSdlP83e+C9//8c/6Lgf7Kao4K7GfZMjUAVFzzMR2WaRc2eM3RRxce99pr4eeJTdhAfp9njZl2JqZm2CBWQL7dEUeogkIYYfH0j6bYqlX4SKY6f8zakX32sfP/2mu9ZlvXXKOaKB16qCpgmeFtskm4Dzb+FGsXZKtrrVde2fM/6tz21wYDXosRs9Dvb8b6zjvhzfb9S1T/Wj2Ql9+fvfdOdg80m5ra3C9nzlRNs82+pjrsu+/Oz9877wweEKXYRdeQffdd8P6wQvigQaqWsNjzY/589RI8dmzw/WPMGG/f6NGFL9I26Wr2vdfb4o577rnwQkaUP7Z2Zn/ON99MHr+opVs39XH7/PPzt+vwzVFj47R039E//MEbpEd/XIlazL7B+iNr3CwJaS0a/yjsQHSfY51H+l0gStv2eQV49z2bD7PmeCPMXncy/wCK5vPfjJfGvMdG+aNbLfnjwVzYfFu3atPrYaP49uyZf5zZVPfxx4OPMdPT9j4bZtvYGN8FTS8nnBDcXSFJ5VKcP3FI82AptEbSVIVWPaWHLmidfjpz8+bqvzloS9Sy1lrqphJ1keiwg5rC2F5k/v22L356ueEGVRhdulS9/Hz1Vb5+WNx009Cgr/hHHlm47Y9/zB+4wO+PnmpF9+Pt0SM8f6LS4Oef1Rd6U9/cf+ednmbQ6Ha6iar+0rn55l4+mi9Qu+0WnQ9RN0WzD1cUm26qBvKxGTkxLJ10besBBwTbrblmYZwXLvQe1mYcw3yzfQnYfPNgu08/9Zr1hGkCqqnq9Ome3l13pfeAMfuV6bAA1WTJ3D5ggEofM938BaUw/+POi7FjVSuHtO9zpaSR2UepdWu17bjjwms+/C8MF17one/6pS6s6Z8O++uv7UZEt0lXrTl3bn5TNO1PmI6/pidJPoal5euvq2aCmrgB8XQrE3+hMGg59dTk3UXC4pnEJ+bo/o1Jlg8+8F7o9fQzy5erj3Laxmzts/32wTX2SXwqxi5qwCdtm0Z6mEuXLt7zaqWV7N4ZTFasUF2eGhvDB8yLWubNK0wTs3VLWotmp53Uuv8aicsjPXBSlA9Bee4f3C8qLU38duazWjdN79gx/xh/f0tm9YF+k03UPcJsufXnPxe2KDG7bATFI2jbNdfkb/v++2B/ihlNXafnqFHBx+hn6J/+5G0L+xBtdheyvS7828xxJOI+lEX5Y4MUWjNYaG3Rwr7QGjbnZ7F2YbYnnKBS/eCDvXWzfb+/Jipo6d49uJnsUUcVhm3WzAUt+iHjb17M7E3Hs912zI895mnOnKmmtTFrhJLcjE10/9Cg4xobw/uUmR3fgwpH5k1ep6k5t2NY/vgxC8lrraVu9KaGGd4TT3iaYU33bEZN/eMf8+OQJH1vvlkN3KH7RIVR6nlsYxc0KI22698/f8Ri02aNNeLD9vd/SzLHpF9zzhxVq6z7yq63XnTYNpp+ovIw6hrS/cD8fPutuneYfaVsrru073OlpJE5OIc58mOU5q+/qnO7WzeVbzfdpJpNnnuu2h+Wxn7NpIWhH3+M98e0NwtDQfGJ++Jv1nTYpGUY/hHZ11gjv9WF7UfN3r3jbSZOVB8izP7eaVxDSfIpKs0bGoJHRg5q3q0/Fs2ald8sN4lPxdhF5Ye2Ddq39daFNcfFLmYLqKAlapTWpKNeE0V/OA3TC/pIrZcjj1QfIP1dmTR63d9qzD/FkT+PzI+tYSNy++fYtZlHPAz/aPE9e3r79H1fD2ypueCCQp8++UT932qr/DEWBgwoHPzwscfC08ssIJvP9p49VXNzfZ2YM174SZoO+toI+tB4yCFec3xdiAfy3/PClg8+KP06YVbjmATtC5s7tSneu6KQQmuVL61b2xdaJ01K1y7MVt+I9M3tsMPyhzxfutSrzQu6+C680HuBevZZ1YRI3yzMkdx02P4+df6lsbE038N0zXnX4jTjbl6NjfmjswKFN9uoG0vYdhu/414izNqiV17xNG1eBidNCm7G4h/EICiNPvkkPD1tKPU8trHTzZ2HD1cPlUcfDdfT/RkPPjj/JSYubJ0eH39sF0cbzaR2NrZBH1907XDY+XHllXZh2zz8beNZLrsw26B4J9XccEPV7SJoDskoTfMl1D+6pU2a+jW1bbduhddst27q5eKDD5Stv++kvy9mXAsI2zSaMUM9M3Tfbf/gSv54m6NThy1ffqn675vb9FgFxcYzytbmPm/zHAgjbsoP3ZxUD3hS7msoaIqlb77xbM3tP/ygmsMzq5rjF19UzeHTSDN9Hq5Ykd/015zmxI/tYDm2ecOszi3/VF6a//5Xhfnjj2qE88suy09Pf1jmectc2EICUPl9+OH5Ywn4C89RfSPNj7HmfNTF+O//OKsZOFCtn3VWvr05JQ+g3iH1ts02K2wabdZgtm+fP53YuHHefSmoJZPfj549g6fHizrGXDp0KLzv6bw07c4/X/kybZq6b199tSoor7222n/GGfnz3AYtuim8WUObZNlww0KfPvtMddWIGiekKd67opBCa5Uv1dg82Hw5MpsxhGHOOzZvXrCmbu4CeDW4/qH+zS/uum+YHtinFN/ff9/7kgeoL3XjxhU/99uWWwbb+Qutl11mVzD0928z09s2jtOmFR5vjvinm/v+/HO+5pAh3iBYQUv37sFNWYLSyD84z4QJ4elpQ1M1U/H3pY3S++UXe1vNkiWqf0+lm93E2QYVqHRemwMQ6eXhh+3DN0doDaoRTBLPctmF2Qad90k1w66vZ5+N1zz3XG+0SH1cXZ3qsqHnwQ1rou3XvPJKZf/aa/n3phkzwsO/7TbV2kSzyiqqn6CN37Ykzcuo+6lpG3XPSjOev/4a/1HBXKZPVy+PRx2lXmTj5k7017oENW+cMSO5T6XYmf38X3st31Y36X7wwWjNefPUs2nRIvu0i3oWrb4686672nUp2X77/IGL/K2yjjgi/tzxowsiDz0UbedPz7CperRtmO8nnaRsGhtVhYC5L+7DwGOPFQ7y99JLwc3x4wiy1TW9/pY43bvnt0Izl65d82skV1uN+emnC7X1+t1357dii4pXsf4ELXfeme+Pf15u/wB9GrPprp4rGwiu/NHMnq26luhz2nbU+V139TQ+/TS/4imKSr+nSKG1ypdqLLQyB18EUbz6qjdQQFxBWGv5p7S56Sb1APvvf9X+227zHs6VLujor5Zm8+YgO7MW4Ouv1fZiHsS6+Weyiz1/MV+EzGZncS/m5hL0knjCCcG++wdvCmvKVOm8rPawK6Vp9pfVyy+/ePv9+xoa7MPfbjv1ccumtrna8jLoHphGofW++5LH85NPVKFf2zY0hNcg2mhOm+aNJl1t6W5jN3asGnBOp2mrVvm2Zh/QpopnXE2eHtk5iab5geGCC9KJZ6l2DQ3qY0Yx/gTZBaWVv/uGWYAJytdi81IX+LXmmWd6o1HrAQ6L8cnWLmxEam3rr500F38TXfPYhQvj+/Dut5/3XxeMzGbL/hHvgwjKj7DrTvse1XxaL5Mn5/uu8U/rA6gWYX7CRtqOY+5cle8XXhg8aNw22yi7xYvzP8jG6fsrNgDvA2CSOPptp0xRzarNwq+etkhTTfftKFwotDaDwxDZ2265Zbp2UbYXXWSvAQB77w20bBmu2aJF/vqwYcDqq+dvO+gg4M031S8AnHEG8LvfRcfTTxq+B9n98gswfz7wyCPRdg88oP736wdsummw3fz5wIknRof5/ffJ4ggAW2+dv966tfe/rg5YY41wzbFjgccfz982b55nO2eOd/xJJxUev+WWwI03AsOHe9vatQuOZ6XzstrDrpTmuusCo0cDq6zibVtzTe//888DK62k/nfurM4p2/C33hrYc09gu+1Kj2e57MJsX321dM199snf9uST6h6RVHPbbYF11vFs6+qAjh2jw45i/fWBLbawD78cdqVo7rgjsGwZ0KaNWv/zn/Ntu3b1Xu2aKp5rrQUceCAwcqQKd948YPFiYMIEYMoUoEOH5JpEQK9ewNtvA//4RzrxLNWurg4YNKg4f4Ls9PPyiy9Uus2aBbz8svq/557q2du3b77/xx5bXNh+27XXVr+zZwOXXw7ccgvQvr0K+/jji9NMYnfGGYU2Dz3k2W61FfD008ChhxbabbNN4bZ589Rvu3bAkUcCS5YAO+wQHJeXX/b+6/fRMWNU+p94ogo7jo028v7//HO0rfbd//7n54QT1PWr70977OHt23jjQvubby7c1q1bdBhhrLKKyvfrrgOuvVa9s5loHx98EJg7N3+f/13XxJ+Wa68NjBql/m+wgX38Vl3V+9/YqNK/Z0/v/rf//uoZbVJN923XIY564tQ47dq14/r6+kpHIxCzQH366cDQoaXp7byzKhyF4Wo263Q880z1MPRv1wwZAgwcqP6/8YZ6SUnCr7/mPwiKSU8zTv7jv/1WFWzPO0+9sIRRX69upLqAI9QWixerB+AZZ8R/XMkKRx0FDBiQ/+IkVA/6vtW6tTp/BbfR+b1sWXQhoRaZMQP49FPggAOC948bpz4mrr9+8P5584CVVy7cvmhR+IdkAPjpJ6BTp8TRBaDeFY45BhgxIn97587ADz+EHxdVaWO+f/z6q3qf0Hk9blxhIbyxMVjv+eeBF14AbrtNrd96K/DXv4aHG0bz5sCKFfnhNQuoUlu8OL/CwM/NNwNnn+2taz/nz1cfbNZfX1USBH2M0Pzyi/ehxbX3ZiJaxMwRZ2oNUOmq3rJWIydoHrzHHunaxdmaAySZAyiVohnUVOO008JHMrPRLMauHJphdhMmqNECzX4Oe+zB/MUX+U1LGhqY+/bNb+KW1B89mI4e4j1JPJm9Jjs33pgs/Eqmezk0XfMny5qu+VMrmk0Ztm7Cd/XV6WmWYuuapmv+uKAZ9C617bbRWmeeGT6qcCnx3GOP8FFqozTDmgUfeWR02I2Nqpm8HqHY5v0UiB/xPCyezMHjOviXqNGdTU09FY2/i0hY2EEsXZrfbzWOWjnfIc2D3cG2QjZJxW2U7XbbAbvuqv4nqTWL0tTNVkz+/W/VFKdYzWLsyqEZZrfZZuoLZPPm+bZbbgn89pt3y6urU02AlixJHra2PesspXXxxcnjCaiaWmbgnHOShV/JdC+Hpmv+ZFnTNX9qRbMpw772WtVkz7zvVWM8a1XTNX9c0Pzxx8Jtn3wSrXXLLep95Mor1fp77wGnnVbYxDUu7CA7f3eHKFvNkiX570CPPqq2Dx0aHTaRaiZ+++3quNVWiw933jzluy3+8O+8M9qeObom29S86iplH5ZmNunesiWwdGm8XRLNJHbl0nQBKbRWkHfeURdXWk1wVl4ZWLDAW49qOiIIgiAINqy1VrIxIgShlllnHVXYrK9X72jdu9sf+/e/q2N23llVGpjjGBTLeuupj+5m16G77oo+plWr/D7RRxxhXwhNysorBzfntYVIjTWi+xprNtvMvSa6QmlIn9YcDQ35tXWl2olmupqu+ZNlTdf8ybKma/7UiqZr/mRZ0zV/sqxZ7rBXrFD/N9kEmDixeuNZiu099wCnnAL0769qe13Ny0poutCn1ema1mXL7G31ID1p2YmmO2GLpjthi6Y7YWdZ0zV/sqzpmj9Z1ix32HV1quYxqMBarGZatmlpnnyy8vHOO93Oy0pouoDThdbGRnvbt95K10403QlbNN0JWzTdCTvLmq75k2VN1/zJsqZr/mRZ0zV/XMHpQqsgCIIgCIIgCIJQ41R6+GLbBcBqAJ4GUA/gOwDHxB3TurX9lDdjx6ZrJ5ruhC2a7oQtmu6EnWVN1/zJsqZr/mRZ0zV/sqzpmj/MdlPeAOgNYCKAKQAuirNv6qWWalpvB7AMwFoAjgVwBxFtEXVAkubBEyakayea7oQtmu6ELZruhJ1lTdf8ybKma/5kWdM1f7Ks6Zo/NhBRHVRZ6wAAmwM4mog2Ty+EFKh0qdlmAdAOqsC6ibHtQQDXRZbIm9nXtHbvnq6daLoTtmi6E7ZouhN2ljVd8yfLmq75k2VN1/zJsqZr/jDH17QC2AXAS8b6xQAujjqmqZdaqWndBEADM08ytn0GILKmVRAEQRAEQRAEQYhkXQA/GOvTc9uqBsvZfSpOewDzfdvmAVjJb0hE/QH0N9YXWYbRnAgNKdqJZrqarvmTZU3X/Mmypmv+1Iqma/5kWdM1f7Ks6Zo/WdZ0zR8AaEtE44z1Ycw8zPLY6qDSVb02C4DtACzybTsPwKiY48YlCMPKVjQro+maP1nWdM2fLGu65k+taLrmT5Y1XfMny5qu+ZNlTdf8sbGFNA9OjUkAmhPRxsa2bQB8WaH4CIIgCIIgCIIguMCHADYmog2IqCWAowA8W+E45VEThVZmrgfwFIAriagdEe0G4GCowZgEQRAEQRAEQRCEImDmBgB/BfASgAkAHmPmqqocrJU+rQAwAMC9AGYCmAPgdIvETNJW29ZWNCuj6Zo/WdZ0zZ8sa7rmT61ouuZPljVd8yfLmq75k2VN1/yxsmXm5wE8n0CzSaFcu2VBEARBEARBEARBqDpqonmwIAiCIAiCIAiCkE2k0CoIgiAIgiAIgiBULVJoFQRBEARBEARBEKoWKbQKgiAIgiAIgiAIVYsUWgVBEARBEARBEISqRQqtgiAIgiAIgiAIQtUihVZBEARBEARBEAShapFCqyAIgiAIgiAIglC1SKFVEARBEARBEARBqFqk0CoIgiAIgiAIgiBULVJoFQRBEARBEARBEKoWKbQKgiAIgiAIgiAIVYsUWgVBEARBEARBEISqRQqtgiAIgiAIgiAIQtUihVZBEARBEARBEAShapFCqyAIgiAIgiAIglC1SKFVEARBEARBEARBqFqk0CoIgiAIgiAIgiBULVJoFQRBEARBEARBEKoWKbQKgiAIgiAIgiAIVYsUWgVBEARBEARBEISqRQqtgiAIgiAIgiAIQtUihVZBEARBEARBEAShapFCqyAIgiAIgiAIglC1SKFVEARBEARBEARBqFqk0CoIgiAIgiAIgiBULc0rHYFyssoqHXnjjbtY2c6fD6y8cnp2opmupmv+ZFnTNX+yrOmaP7Wi6Zo/WdZ0zZ8sa7rmT5Y1XfMHAD766KPZzLyGnXWVwszOLm3bdmdbulua2tqJpjthi6Y7YYumO2FnWdM1f7Ks6Zo/WdZ0zZ8sa7rmDzMzgHFcBWWzUhZpHiwIgiAIgiAIgiBULU4XWldZxd62T5907UTTnbBF052wRdOdsLOs6Zo/WdZ0zZ8sa7rmT5Y1XfPHFUjVGLvJttv24E8/HWdlO2sWsIZFS29bO9FMV9M1f7Ks6Zo/WdZ0zZ9a0XTNnyxruuZPljVd8yfLmq75AwBE9BEz97Czrk6crmmdPNne9oAD0rUTTXfCFk13whZNd8LOsqZr/mRZ0zV/sqzpmj9Z1nTNH1dwutAqCIIgCIIgCIIg1DZOF1pbtLC37dw5XTvRdCds0XQnbNF0J+wsa7rmT5Y1XfMny5qu+ZNlTdf8cQWn+7T26NGDx42z69MqCIIgCIIgCILgGtKntcqZMsXetm/fdO1E052wRdOdsEXTnbCzrOmaP1nWdM2fLGu65k+WNV3zxxWcLrQuX25vO316unai6U7YoulO2KLpTthZ1nTNnyxruuZPljVd8yfLmq754wpOF1oFQRAEQRAEQRCE2sbpPq0yT6s7mq75k2VN1/zJsqZr/tSKpmv+ZFnTNX+yrOmaP1nWdM0fQPq0lgUi+h0RvUFEXxHRl0R0Vm77YCL6kYg+zS0HxmnNnGkf7tCh6dqJpjthi6Y7YYumO2FnWdM1f7Ks6Zo/WdZ0zZ8sa7rmjzMwc1UtADoB2D73fyUAkwBsDmAwgPOTaLVt251t6W5pamsnmu6ELZruhC2a7oSdZU3X/Mmypmv+ZFnTNX+yrOmaP8zMAMZxFZTzSlmaV6isHAozzwAwI/d/ARFNALBuZWMlCIIgCIIgCIIgVIRKl5qjFgBdAHwPYGWomtZpAD4HcC+AVeOO33hj+08QL72Urp1ouhO2aLoTtmi6E3aWNV3zxzXNkSOZAeYTTmj6sEWzcpqu+ZNlTdf8YXajprVqB2IiovYAxgC4mpmfIqK1AMwGwACuAtCJmf8ccFx/AP0BoH379bpvuul3AIAzzwS6dQMGDFB2u+8ODBkC7LyzWl+yBBg/HujXT/0CwCOPAC+8ADzwgFofOBCYOhV48km1vu++wKBBQK9ear1jR+DFF4GjjlJzxM6dC7zxhtJ57DFlc9llQOvWwCWXqPU+fYANNwRuvlmtd+4MjByp5l7SQ1m/8IJqtz5qlNIcOlTF98or1f4jjgCOPho45BC13rUrcMwxym72bLVt9Gjg6quBV15R6zfeCMyYodJg7lzgb38DDjhA6QDAllsCw4cDPXsC9fVq26BBwJtvAm+9pdaHDgUmTABuvVWt9+8P7LILcNJJSnPffYE77gB22glYsQKoqwPGjgVOPx348EN1zAknqPQYNgyR+bTZZkCHDkC7dsCYMdH5tOeeKl3PPTc6n3bfHVi8WG17+unofNpkE5VHBxwQnU9nnQVMmqTWr7kmOp/atFFp2bt3dD6NGqXOI51eUfk0dy7w9dfqXI3KpyVLvPTaYYfofJo7V6XPe+9F59Mee6i4A9H5dMstKi8HDgQ6dYrOpwEDgIcf9uZcDsunAQOUZp8+6n9UPp11lrqOR42Kzqc991SaXbsCI0ZE59Nhh6nreMiQ6HzacksVXwB4//3ofNppJ+Avf1HXU1Q+HXCAGowBAO67Lzqf1lkHeOop774Xlk/XXw988olaj8qnuXNV+pj3vbB8+uQTL82j8mn8eJXu5n0vLJ9WX12lCRCdT48/rjTN+15YPh16KHDDDd59LyyfrrpKaZr3vbB8GjRI+aPve2H5dMwxStP/fPLn09y5Ss//fArKp223VZr+55M/n+bOVenjfz4F5dPOOwMNDWpbVD7NnavSx/98Csqnfv2AadPUelQ+zZ0L/P73hc+noHx6+GHg7bfVelQ+zZmjziX/8ykon2bNUvEHwvOJCP9j0qTofOrSRfkS9h5h5tOwYSovg94jzHxq3lylR9h7hJlP556rNIPeI8x8mjsX+PTT8PcIM58OOEBpBr1HmPk0d67Ko7D3CDOfNtkEWHnl4PcIM5/mzgX+/vfo9z2dT3vvDcybp7YFve/pfJo7Fzj88Oj3PUDFac6c6Pc9nU9z56r0iXrf08dst130+57OpylTVLpHve8BSu+CC6Lf93Q+jRqlNKPe9wA1GNALL0S/7+l8uv56pZnWe3mnTsCf/6w05b08PJ8++qj2B2KqeKk5aAHQAsBLAM4N2d8FwPg4HenT6o6ma/5kWdM1f7Ks6Zo/taLpmj+uaQLe0tRhi2blNF3zJ8uarvnD7EZNazWOHkwA7gEwgZlvNLZ3MswOATC+qeMmCIIgCIIgCIIgNC1VNxATgN0AHA/gCyL6NLftEgBHE9G2UM2DpwE4LU5o1VXtAz3iiHTtRNOdsEXTnbBF052ws6zpmj8uapZDz7U0ck3TNX+yrOmaP85Q6areci5bbWVfb/799+naiaY7YYumO2GLpjthZ1nTNX9c00zSPLgW/BHN6g9bNN0Ju1yacKB5cMUjUM5F+rS6o+maP1nWdM2fLGu65k+taLrmj2ua0qc1m5qu+ZNlTdf8YXaj0Fp1fVoFQRAEQRAEQRAEQeN0obVVK3vbrl3TtRNNd8IWTXfCFk13ws6ypmv+uKhZDj3X0sg1Tdf8ybKma/64QtXO05oGPXr04HHjxlU6GoIgCIIgZARznlaHX7EEQaghiGp/nlana1onT7a37d07XTvRdCds0XQnbNF0J+wsa7rmj4ua5dBzLY1c03TNnyxruuaPKzhdaG1osLedPTtdO9F0J2zRdCds0XQn7CxruuaPi5rl0HMtjVzTdM2fLGu65o8rOF1oFQRBEARBEARBEGobp/u0br99D/74Y7s+rQsXAu3bp2cnmulquuZPljVd8yfLmq75UyuarvnjmmaSPq214I9oVn/Yoil5GYf0aa1yZsywt7366nTtRNOdsEXTnbBF052ws6zpmj8uapZDz7U0ck3TNX+yrOmaP67gdKF1/nx721deSddONN0JWzTdCVs03Qk7y5qu+eOiZjn0XEsj1zRd8yfLmq754wpOF1oFO+rrgcsvr3QshHJx/PGqudry5ZWOiSCE8/jj6jz96KNKx0QQ0oMIuOaaSseiOmlsVOmzww6VjolQrQwdqs6RJUsqHROhKmBmZ5dNN+3OtowZk65dLWmqXjfpaqYdz0qnUS1r6vy99970NJvCTjSrXzPNsPV5anMvShq+pLtoNqWmeS7HndO14E+5NK+8Mv33D7ku3dLU58dtt6WnmaZdLWkCGMdVUDYrZXG6pjVJzZJt/9ck/WRrRTPtsJPY1koaiaYbYYtm9YedhFpIo3JouuaPi5rl0HMtjX77LX1NuS7d1Iwb0EzyMiNUutRczqVtW/ua1u6WprZ2taRp+6WzkvGsdBrVsmZQTavkpWhWW9jF1LTWQhqVQ9M1f1zTTFLTWgv+lEtzww3Tf/+Q69ItTX1+3Hxzeppp2tWSJqSmVRAEQRAEQRAEoTw0NlY6BkI14HShdfXV7W1POCFdu1rSTDvsJLa1kkai6UbYoln9YSehFtKoHJqu+eOiZjn0XEujnj3T15Tr0k3NuEKr5GVGqHRVbzmXLbe0rzefNCldu1rStG2eU8l4VjqNallT5+8996Sn2RR2oln9mmmGXUzz4FpIo3JouuaPa5pJmgfXgj/l0rz11vTfP+S6dEtTnx9DhqSnmaZdLWnCgebBFY9AORfp02qH9Gl1WzOo0Cp5KZrVFrb0aa2NsEUz3kb6tNrZSZ9W0Yyz0+fH9denp5mmXS1pulBodbp5sCAIglB7cMxIkYIgCEJ2kD6tAuB4n9Y2bextt9wyXbta0tTEvShWMp6VTiMXNM38lbwUzWoNG7AvtNZCGpVD0zV/XNQsh55rabTeeulrynXppmZcoVXyMhsQV9knbSL6HYAHAKwFgAEMY+abiWg1AI8C6AJgGoAjmDlylq8ePXrwuHHjyhthByBSvytWAM2c/oyRTXT+3nUXcMoplY2LIIShz1NAzbHdvHnl4iIIpWCey5oqe9WqCp58EvjTn9R/SR8hCH0t/d//AYMGVTYutQ4RfcTMPSodj1KoxiJKA4DzmHlzADsDOIOINgdwEYDXmHljAK/l1iOZONE+UNtR7JKMdlcrmpq4h0Yl41npNBJNN8IWzeoPG7BvClYLaVQOTdf8cVGzHHqupdHf/56+plyXbmrGPRMkL7NB1RVamXkGM3+c+78AwAQA6wI4GMD9ObP7AfSN00rSBr6+Pl27WtLUBBVaV6wAlixJrpl2PCudRqJZut2KFZULO6ltYyOwcGG6mknsakUzyk7nd1JNAJg/H2hoKC38YsOuBc1iw25oULXYaWqmYeeipp9ly5ou7FrRXLrU+x92XoZpLlsWnKa1eF2KZrydea6kpRlnF3dOlivscmm6QNUVWk2IqAuA7QCMBbAWM8/I7foZqvlw5tlxR2DTTdPRuuqqwm3bbaf6Bgc1dxJqi1NPjbeZN0/lddr5/dFHQLt2wGuvpaubNitWKN/r6oCPP650bNLno4+Uf+efX95wpk5VzXuJgIcfTn78GmsALVqo+ArAHXeotFywoLjjGxvV8S1aAC1bAtOnpxu/rEEEnH12smNatQKOPros0XGCli3tnzsPPaTSs1UrYM6c8sZLqA6uvhq47bbij3/zTXV+LV5sZ790abJzUmgaqrbXEBG1B/AkgLOZeT4ZZw4zMxEFNmYlov4A+gPAaquthx651ttnngl06wYMGKDWd98dGDIE2Hlntd62rfrt1w8YP179f+QR4IUXgAceUOsDB6pjtOa++6o29r16qfWOHYEXXwSOOgqYMkXVXP7wg9J57DFlc9llQOvWwCWXqPU+fYBRozzNzp2BkSOBvn29F4sXXgCGDlV2zMDLL6vazyuv9F7qfvgBOOQQ9b9rV+D994HevYHZs9W20aPVRf/KK2r9xhuBGTOUP5rXXweee07933JLYPhw4IsvvP1vvw2ccw7w1ltqfehQYMIE4NZb1Xr//sAuuwAnnaTiefrp6mVrp51UYaCuDhg7Vm3/8EN1zF13AcOGqSUqn5hVGrVrB4wZE51P556rblDnnhudTxtt5KX7009H59NBBwGzZgEHHBCdTwcd5Glec42XTwBwxBHqpUXn00Ybqd+4fDr3XE/zhBNUHPTLj86nnj3VFzdmVZsycKCXTyY9eqh8uusuT3OHHbx8MmsXdT4xq/Pgvfei8+nttz1Nfz798ot6CFx1lZeXAwcCnTpF59P773vXU1Q+ac0+fVScovJp1CjgiivUrz+f/K0zevRQ19OIEdH5NGQI8Oij3vUUlk9t23pp9P77+fnkv55OPlml+0knFeaTeT117+5p3ndfdD5pbrhB+RB2PR17rKcZlU/MKl3M+x4AHHOMF1b//kD79irvtWZQPgVxzjnAokWF+QSo6+nxxz3NqHzS54f/vheUT++/711PUfmkNc37Xlg+vf9+/n0vLJ+0pv/59OWXXnx/+EHZTZ5c+HwKyidmFSeTXr2ADh3yrydm4NlnC59PQdfTuut66W4+n/z5xAxcf33+fS8sn/be29OMyidmdb6a972wfBowwNOMyidm9et/PgXl0y23ALvtBtx8s3qhNfNJX09hjBih7kVmPu29t7rvhr1HAF4+6fMj6D3CzKd111W/Ye8RZj5pTf/zyZ9PzCqeUe8ROp+0pv/55M+noNZdw4YF51OzZkqzri6/FUbPniptdD4xA/ffH/2+p/Np88298yPofU/nEzNw8cXR73uAuh9df330+57OJ2aVP1Hve4C6bz77bPh7hJlPOt3j3veOPVbdP8LeI8x80ppR73uAeg4B0e97+nrSmjbv5bvv7l3T55wD7L9/cD5pzbD3vZNPVuvz59u9l191lZfGcfnkfy8Py6ck7+XM6l4T9b4HJHsvd4JKz7kTtABoAeAlAOca2yYC6JT73wnAxDidNde0n8Do7LPTtWsqzbA5zpJoao299w7fB1TW92pL91rSDJorMEzziy/sbZPE84YbvHOoGtNIU18fnF5phV9p3219KzXs++7zwvn97+00g+a2HDSovPGsFc2NN1bpMXFicWEvW5afrs88U3wck9i6qhl3DQWdy2k8q2spjWw46KD49AnS3G47z/6LL8ofT9fSvZY0DzzQy+vVVy9e88wzlUbPnnZhH364/XtApdPIFsg8relDqkr1HgATmPlGY9ezAE7M/T8RwDNxWkn6pAXVSpViV0uaGn8ftFI0045npdNINEuz49wXdaLa8ScJ1ZruxVJq2GaTKv2/GuNZa5r6Oio17KDxHlxJo2rRLIeea2k0YULpmv73FnlPcVcz6h3VVnPqVDu7zz6zs0sSdqXT3QWqsXnwbgCOB/AFEX2a23YJgOsAPEZEJwP4DsARlYmeu8QVWgX30S/F5UL6hwhCctK+bpIMUigI1Yb5nJL3FrdJO6/L/Y4jlJlKV/WWc9lsM/vmwWPHpmvXVJphzReSaGqNXXYJ3wdU1vdqS/da0gxqehWm+fnn9rZJ4jlkiNI899zqTCPNwoXB6ZVW+JX23da3UsO+/34vnN13t9MspnlwraR7qZqbbKLS4+uviwt76dL8dH388eLjmMTWVc00mwdXgz+V0rz22vj0CdLcZhvP/oMPyh9P19K9ljR79/byum3b4jX/9jelcc45dmEPHWr/HlDpNLIF0jy4utFTtdhg20wlSXOWWtHUxH3FqmQ8K51GolmaHRvNg2vFnyRUa7oXi6R7dWrq66jUsINqWl1Jo2rRLIeea2mUZBTrME3/e4u8p7irGfWOaqv5yy92dt99Z2eXJOxKp7sTVLrUXM6lbVv7mtbulqa2dk2lGfYlKImm1gg6xvwCWknfqy3da0kz6Ct2mGZQTWsa8fzHP5Tm+edXZxppiq1prZXzw9a3UsM2a1r1QExxmsXUtNZKupequemmKj0mTCgubH9N64gRxccxia2rmmnWtFaDP5XS3HDD+PQJ0tx6a8/+rbfKH0/X0r2WNPff38vrurriNXVNa+fOdmHrwe9s3gMqnUa2QGpaBZcwh5EXsglLn1YhBSSfqxvpByjUMuZzSs5lt0krr+WZ5AZOF1o7drS37d8/Xbta0tTE3RAqGc9Kp1FWNIMKrWnE09St5jQqttBejXlZCpX0Jwm1ku5paerzs9Swg5oHu5JG1aJZDj3X0mjffYvTjCrIyHuKaEaxyy52dgcemH7YlU4jF3C60Nq+vb2t7Ylsa2djywxceCGw8sr52085JX8iYGZg113VBMprrBGs9dxzwWH/8osKY+BAYO7c6PiMH68mfw7jtNPU1yqbL1ZBvg8bpiabjrOz1QNU2hABG2+sJob+5ZfK5GW5NV96yUv7L78sXlPXptuEPWeOmlB9xx3t4wkA33zjxXXxYrXt3/9Wv0OGAKusEq6hj+vXT/2edpqa6Ns27DAOPBD4+9892+eeA9ZaC1i6NPo4IuCCC0oP37S77Tale8cd6WkWg07r5cuTab76qnfsNtvEh/P228q2mHhefbU6NiyfojQ/+ghYe23VN8lv9+67Srd3b2/b8uXqXrnFFvm2f/yjsj37bPuwk8TTb1df76Xv4MFquy5kbr45MGCAsps/37MjAu69N1zT/zHm+OPVMZtsUpo/99/vXadRdia33QZ88km47dixwJ13xocdxz33qHiNGRNv27Jl9LMvLHzzHmeLzi+dJ6WeR2+8ofTefDPazs/PP3t5d+ON+ftGjABeftlbX7zYe/4PH15cPIPYdNPCbRtvHPyeEaZ54YXq95NP1DHXXhseHjOwxx7ANdfYx3PpUuX7gAHxtjZ6+n7YubN6Ln7wQXLNBx8ERo8uLvwkdsVoXnih8u/YY6NtH3gg2Ae/nf/eRRQ8Xo1tPJ99Nnr/woWFz+cZM+LjaUOl3zmdIGl7YgB7lLis0lRtn6u9T+tvv6n28q1b52/3t6P/8ktvG1Gwrb/dvQ77D3/w9p96anA8ovqUrLxy4X6AefbsaN+i+lbG2dnqMTP/9FN+vP7wh9rpX5BE0/TxwguTaZrHTpwYHfann3q2xxyjfjfayD6e/vD69y/cVkxfMNuwg5gzJ1/HTM/bb8+3XbAg/fD9dk3VrzSIIN+GD0+maR7bqVOwzYMPFoZTTJ9Wvdx0U/AxNvHcdtvwsQDMPNBx7tgx3jYu7CTx9Nudc05hmG3aFKbl6afbnafduzMvWRJ/bRXjj03YfsLs/ZpxYceR5Pq1tdPhm9pxI7YDzC+/XLhtxoxk/oTZFpuX228fnkb+bVdcUZ77YVCfVpvrbYstCu1s4jd1auGzII6bb07X76TPl2KuoTTiWaymjV82/cK13T77MK+zTr7ujTcmj+cpp9iFecklhfmz7bbx8bSh0u+ccKBPazHztI4GwCWUk/cF8HoJxzsD51IxySjHnDDlTe0k4What1Zf9KsVfzO3YnysNYJqxsqBrkFIes6ZLFuWTlxKISr+/n7cpfhaq5TSlz0svUrtP/TVV6pWUVPKdb14sV2rG50OlT4HgmqVg5rzJqnhq7RPLmPTz27bbVUN4uTJ3rZK50l9vb1tNdzH06CY+Yld8b2W6dIFWG894P331XoxzyzbvA/K76StKYTyUUyhFQCGAXg/4TErAbi5yPCKol07e9sddkjXzsbW9qHVrIhG3EFhF9OJvdgHa9rpmWa616LmRx9561E3bNtzLswuKL+7do3WjAq7qV7Mkqa7Ts+04ldsXqalmTa2mp06pa8ZRNg5b6NJlCzs1Ve3syvXtR50TvpfuHbYAVi0KP2wbakVzXKQ5H5sq5e2rY1dkgJc0o9QtvHs2hWYOjW5ZrH3bf9xNvFMElYl78VJbKtB0+Y5uMMO3oce8z04KE/Set8u5thaSXcnSFo1C6ARwDFFHLd67ti9mqoauXuSevMKMHt2cHMFva2xUa1PnJjfVCHINqzJwz77ePuPOirYJqqpSseOhfuB+ObBUeGkyfTp+fHaZ5909asF08cBA4o/9quvom0/+cSzPeQQ9fvkk8WHd+KJhduizgGbZmJJCbrO9Lq/2en8+emH76dcuknD1svddxevccklwTYPPZQ8Df3nqbl+xRXJ4mjqbbZZdFia++5T6yecEG9bTvzNfpnVVA/+bccdZ5/GixeX59oqRsf2HlAqxZx7xWi//nr0foB55sz8KTQA9exKg2Lz0t80N0hTM2hQea6DJ54IPy+jwunWrdDO5rjJk5P7oKdrS8vvNK7BSj0/bLD1y9aHvfZi3m03NXWaPuYf/0ger5NOsgvz/PML82fjjZOHV43AgebBxQzEdDGAT4o4rj537OQ4w7RIMunuTjula2djy2y3v67OPsyosJuypjXt9AyzC4pfJfKyKTWj8tH2nEsSTz3QRRxJNNOm2HQv9vwuNvxKn3Nph207eE0SzSDCarPSTCNdm+Qf1K4UzaS2O+0UfE76a8V22sm+pixMM8jOFtfO9yQkuR9HoY+rVBqVc6oY23hedFH6mklIW7PScayV6zKpps0AoKW+b5dybDWkUVZI3DyYmf9RTEDMvARAUcc2BbY38CQ3+jjbuAuhsVE1iSimeXBQ2E1ZaE07PcPsguJXibxsSs2o4+I09YuuTXrq/7Yvx0GaaRUKiwnbxtYfv2o538ulmXbYYekV9IKRpBmlXzfsWJt4MtvZ6TjbngPlysug8P3bVqwo7bosxa6WNMuBP/ximwfr4yqVRkmaBye9L9rGM0kcou7bxWJ7/0hTLymVvoYqranTP67QWs77Qtx5Wuk0yhJOT3mTBNvazCS1nnG2NoVWoLhCa1DYxQxCUOzDIe30tLVjrkxeNqVm1EtSnKY+B5LE0/b8C9JsqkJrsemeVvyq6fxIA1vNJH3dSoln2IO5HGlk61O58tLmnKyrs7+fJ9G0xbXzPQlJ7sdR6OMqlUbFvA/YYhvPJO82lbpvJwmrkvfiJLa1pMms7slx50o57wtx50Cl0yhLlFxoJaKuRNTbt20nIhpFRO8QUcWmvu3Wzd7WP39oqXY2tuUstAaFnWZNa1zci01Ps3bPDCNJur9vOURYmnnZlJpLloSnv+05ZxO2tv2HZfuItM65IOJ0ik1325pW3bul1PArfc4FEVS7pzXjrnNzPuk43n3X3tZfcFy6NDguNr43Nkbb6fusDnP//QvvPxpdw8ncdHkZVLh47z37Qkdc2FqnVH/88WGOvhf77cOeBTZhx2Fb8Ii7zoPCj7ofR7FsWfrnUZL7uz/90yzE2vp03XXR+xsaijs/bfIj7r4QpJXmc8gfRhrne7U/h7Sfpm3Ueaft/M2Dg44p9X07irhro9rT3SXSqGn9B4D/9Xojoo4AXgCwP4AtAdxBRH1TCCcx339vb3v66ena2dj6m2IeeCDQqpW3rU0b4LffCgutRMD06YV6RMCsWeFhjxplV4uwzTbBcTRZYw2lZaaxvrFsvHHy9Bw2zPua1qGD+nrUrBnw3Xf5dgBw/fXK9u9/L9R77TV13F//Gh2ujutppyWLJwDstZc6dsoU4Kab1H/91TzN8yPMbsQIL5387L+/ik+bNurXf0Pbdlu1vVMnYNddo8N95hn1e9hhXnrpxT8ZfZg/Dz8cfM7p9LOlefPofi22aUkErLSSt37++WrbXXepYe2D0hTwmunrOPzwQ3Hh++3atQv2a4cd7NPo9NOVHREwZoxdPExOO62wG8LppwPnnef5HMY11wCXX164/c47C7e1aOH5qq8Xm75KAHDzzfnpT6QmiTfT8w9/ALbYovDYyZOV/ezZwdp1dcA333jxePhh7/6z7rr5ts2be/v810TUVFRJzg//PTfoS3pdHfDEE4XbdVz0fTNM069lmw+mZpDOTTep/2++6Z1TYeewDjdMMyiNiYBTTwU+/FD9/+ILZTtihLc/qE+y1vJft0F2YR+JBw8OTqfDD1fHRE2L0bw5sMkm+du22qrQR10oCssPfxrNmFEY/223tTvf/AWwujpgl13ytxEBEycWHvvTT/nxjotnGMOGRe9v0cLu/PTva9bM01640Dv+mGM8G9vz3rx2mjdX55+JfqYSARttFKzx2mvRYfmfL1HXhYl/3JakzyEidQ+3sbXVNDH9WLbM87NvX2+7/z7g1xw9Wt1PzLS9+OLCY8LieeCBhecxEdA/QXXad9/l583GG9uF7acp3g+dp9SRnAB8B2CQsX4mgAaoAmtLAO8CeKMSo0y1bWs/enAlJgeeMUN/d2Jevtz7by5jxxaOkAswP/WU0vBvHz06P2xz9OCwkdOiRrNbeWXmnXcOtgGYH3kkWMd2QmxtFzZKsdY39Zo18/Z/91143KKwtfPH0zz27ruZ27VT/+fPL7RLohlnZ+tjy5b5+885J/zYoOM/+ijaXi/t2oX7Y3M8wDxsWKGGzXFJ03LOnHjNLl2Yp02zj/uIEfbh++1s/NLb7rrLTnPYMGV/yinRtrZp649nnEbScPT1Yh5v7v/qK+Zx46I1evcOvi7D4vDmm+H7nnmG+cEH7fM/aJk7NzqPbOjeXeVhKfEAmB9+OF9z4cLir60of8I0Dj3UW7/jjvxjo865ME1z2Wor5gsuUP+vu04ds8MO3v4ddwzXeeyxYH9s0iEuXj/+GGz77LNqW319vMbixfnHh6W75qWXgnVszrewZ64//rfdxnzxxYU+RaWX7fnuH8EYyB/hNyxfNtkkPi3r6pTt11+Xdt5ffXW0vY3WMcckv4aj0lLbDB2avz3Jfaax0c7/pO/GYX7MnOltW2MNu3Qzn0NLl0YfExbPpPkeNHpw3LGVKD8Uo4mMjh7sZw0APxnrvQG8w8zjmXkZgBEANg88MuMwe//Dmh+EDcwR9mUq6XxqcTCrL4lR+9MKJ4hy9rsRiqeWOv/bnKNhtWQLFgRvbyr/07q+ag1moHv3pvW/1Htn2vfCddZJR68SmGlR6jymcfp+KvXMCIrT7rsDffqo/23bKpt7702mUS5Kmac17fcMk65dVcuHKGzSKa3zoJrvweXMh7QpNT9atgRefDGduAi1SxqF1noAHQCAiOoA/B7Am8b+xQBWTiGcxHTpYm9rO3VDkike4mxtCq1h2+NuVkniGQVzcR2900pP7X9a/hRLJc6PYjQ7drS3LYWg87KSeVRq2GEv1mHXmd//cuQlYPfCdN996b9YVfp6syXNeJaz0Fqu88NWs5Lnh22h1VYzqGuCSaUKrVHNw22Ji3ua51GSD29Jzx/beJ5xRvD2UgextLWxodKF1nK9U9j6lfa7HADsuWe6YSe1TZtaeT90gTQKrV8COIGIVgdwKoD2AF4x9q8PYFYK4SRm4UJ72/feS9fOxta8aYQ9QMIGBImraU0SzyjiCq1hN7600lPf6NLyp1iCwg/KgzTPj2I0ly61tw3C9kEWNjhMpSg17BUrkhVa/NdrOfISsMsPUzOtL++Vvt5s/UgznuUstCY5P7RONedlGs+2pJqajz+OTptKFTLSqFGOK7SmeZ8ppXAfd27axnPSpODtaY6IWi0tKIolKi39vhVznykl/CR25vn2yy/php3UNm0qUX4oRtMF0ii0DgGwFYCZAG4H8AmAt4z9+wH4OIVwEhM28EYQcQMCJLWzsS1HTaversNO44ZdTKE1aXqG6egXniTpXg5s8zLN8yOpHRDenDVtgs7LSuZRqWEnfeH025cjL22pFU0T//Ve7IthWvFkLm9TuyTnR9qFVlMzLZI822yvLds0eugh+7CbkjRqWv0FfL8vad5nylkjbRvPV14J3h6Xh0nyuBoKraVolOudwjZOaZ1zZnhffplu2Elt06YS5YdiNF2g5EIrMz8HYC8ANwG4AsB+uQ6/yNW+Tgcw3FaPiO4loplENN7YNpiIfiSiT3PLgaXGuxooZ01rUBjFEFdoLXdTrDj9Sn8F1VRLPPwkjVcpNa2lUq40tHlpSdpHVfq0lobfr6Zo0hl3HlTDy62pU0v91aJoimvFTPuofChnmpajeXA5r4tS8qXc52Y1PfddvQc3NTI+iZAKlR4Jyr8A2APA9gDGG9sGAzg/qVaXLvbDag0fnq6djW3UyLelLueeq8IIGj3YXObNC97eqpX3f+DA4uPx+eeev+b2gw7KT6NVVw3XWLw4Py3N0YO32souHubIof64AIUjXH71ldo+Y0ZhXupj7rorX+Pxx5Vdz57etjlz1OiLTz6p1j/9lHnQIOZJkzzNZ55RI17W1SmbL74oPI/C/Bo2TO1fsULlk5k2tsvAgV5YH35of9w55xTGM2ik66jFzL/11kt27H33qVG0AWYiL48POEBte+IJtT57dvHnb9Soq37fg1iyhPnMM5l/+y0+L8OWLbcs1N18c7Xv9deV5p13evbvvBMcF/PcjVvuuadw2yGHhGsUE4454qv5H2D+8stkWmH3Mf/y5z8nS4diFnPk3rjzI8juxBOLux7SWP7wBzWqqE08n3kmXGe//fLX11pLjf4ZlfZDhqj7WLl9vPvu/HCiRmv+7rtk56H//Np998K0u/feaI0ttyzcNm5c8HkUNnqwXvTzy4zT22+rdf9I81HLRRflrz/3XKHNUUep6zAonmGccUahDjPz1KnhcencmXmDDezjPmmSnd1xx3nnqMnll4cfs+OO8bpjxzIffXTx5+s55zAvWBBts912ydJ9+HDmZcvyrwmTZ55hbt1ahavz6JNPojX1CPZB+cnM/O239j4/95wXT1PnxRcLbXfaKd/3BQvUe9CLL6p1m/A22kj9nn22/ejBgDcDQiXKD8VowoHRgysegcBIAV3SKLRutpl9oXXs2HTtbGyTTLFRzMLMvO++0TZhNxpzueAC5lVWKS4O5tQoQfHTadShQ7jGZZflp2UxBTPz5hkUl7D9evoEM3y979prCzXGjs1f32674LA23dTTjEozHXacb+++W/q5wpys0OpPs7FjmVu0SO/8LdYP/3ophdaoaSr8vgehP2ycfrp9XsaF5fdx7Fjmf/872j7oOH9B0Vyuv94ufW3iN2RIcn/NQuvGG8fbn3VW8edIuc5Dm/MjyE4XWtdfX30o8GsHTRcR9WKddJk82S6eSXX1y1WUzfvvlz9vkoYTdE7bnl9Bhdb584s/p/znUVyh9Y9/VHZmAUVrJblX+8/DoEIroAq3QfEM47rrgv1saIiOTzkKrUDwB6fLLiv9fCul0AowX3llcedHGGPHFk4hY6K3XXFFuI2fsOn1NN98U9z5bq4vXhzv++DB+duTpnWSQmsx6W5LOTRdKLQmbh5MRMOIaMcijmuXO3bTpMfm+CsRfZ5rPryqzQHff28vPmBAunY2tsz2WuXCHLjnpZeCbYiAuXPVFBT771+8fhA26bl0abJ0TxPd5Cso/KDmVX67sCZYy5aF+7RsWbRmENXQ9GbAgHSayNUiYXmk81//luM8LlZz663D70H//nfx8fFz/vnxE9j7MZsfTpoUf69cvDh5vJJyzjnq9+yzk9+7kzxfTO2nngIOPjjfZubMwuO6dUvveWLTbLSYc85mcJ1quI8lpVcvlf62rLSSyqtDD00eVtJ018+SoHOjHAMxJb3PhfXHq6vzigV6yqBiSXJdBKVJNbyn2fQLZy7+PhNGknPk8ceL0/rLX8KP8fvTunV4vLVtJd5BKlF+KEbTBZoXccwpAEYD+CDhca0BnAw1b+vEhMfeAeAqAJz7vQHAn4MMiag/gP4AUFe3Hnr0UNvPPFM9WHQG7747MGQIsPPOan1iLkb9+gHjc71pH3kEeOEF4IEH1PrAgWqgG625777AoEHqoQWo6UZefBE46ihgyhRgwgTghx+UzmOPKZvLLlMX3iWXlD7Saxy9ewPvvx9tc/313v+ffgq2uf9+4NVX1c3i66+Tx2OnnYJfhHr0UC+bw4ZFDyC0bJlKyx49gHbtkodvhgeETwtz/fVePmm+/lod99NPwKxZwAEHePuCbp7+NAzz68cf1YeAIFas8OJ6443Ar78G25mETR2QhJ12AubPT3aMjufuu1fHw/2KK/LX+/aNnhcxjt//PnzfxRd7A4ksWAA8+qi6pwDACSeoc0UX1kaPVr8Tk975cvToAeywA3DHHSqfTL77rrBQGHbfMxk5Epg8OTi8efPC4xGGvu8FHbN5wpm6//QnlWZDhwKjRsXbP/mkvfajjyaLi+Y//1G/P/+s7olx6PueLqydfjrw4Yfq/333qVEf9Uu7zqcJE4Bvv1XbiFTa+dM0KA8uvji5P2G8+SZw7LHqf58+6tzR973OndV5E5TPcVx2GXDTTdE2J52UXLcY+vWztx02LHqwk8ZGYNq04H2ffKKuMf97RKdOwOuv28cBUM8n/RzU7xFx9/2PP1b2/gJDjx7J7tdvvJG//re/hYc3ebIXzy23BIYPB3r2BOrrlc3776s0eOstYPr0Qo1hw4BddvHOhaDnX5LC1CGH2Nu+9BLwr3+p/zqf7r7b/vgo3VKweW707u2l++jRwNVXe8+nG28EZszwnk8zZwbf+818AgrnRb3/fuDWW9X//v3z8+m334Ljpe97S5YE7w/6CAcoP0y/9X3vkUcKbd980/O9VavCY5Lw4IPJ7Hv0UGG//LLy8cor1fYjjgCOPto7/7p2Vb+9e3uDxEbl04QJwC23qHvv0Uer/UHXE7P6oPpWbvjboUPVsWH5VPMkrZoF0Ajg/9n7zjA5imvtt2dWQlqtVgaEhISMSUJCWbuKaJecbWyMrzE4AE4YB2zsaxmMLxhzjS/BCQcwOBAcRDQ2GEQWOSoLEAKRlJGIyqvdmfp+nK2vq2uquqt7enZmqut9nnp2u+f0qTqV0znnVgAXxAyXACgAOMwgjr0gXA82/U0OgwaZXw8+++x06Uxow/Q20giMRV8P/u1v/f/nzFHT/PCHvjxHHx0vDQ0Nvryq9PE8am7W8zj77GBe9uT1YK4rIsbPf1Nd2Tn77ODzhAnquPbZx+cp/9a7d2k9ipItrevBca/9yen0PLM6UU5ao9IjP7/zTnJ+pteDdW2dX9s94wzzsoyKS5bx7LOTXQ/+ylfU9Q8g3UaT/DVJH2Pqq/Rh4cUXw3nK4XOfS15HTAO//qZrt2H5EWd8+fznicfee9O7T3wiOv033phcLjmIdgjC0hmX7223Raex3H7MNMRRg4iqfwcfzNikSeryUV0P5jjppHhpVtUjlY6fGI46iui2bo2uQ2HhU58KPs+eraY75xx1OnX46Ef1+c0hxw3Q1XnTtC9ZYk7717+Wxv8//1N+ffvsZ8v73uSKcqEQr5+Rr9qK4O9ktYMwHHSQvt4yxtjSperfzzwzvL6HpU8l+3nnJa/nQOn14Khr9DydpvluikrwRBavB3fjRJCeaZzwAwCJbM55njdEePwkgOd1tCKGDTOPg+9ApUVnQsuYOa+eQIPm3J1fBYojuylMeBYKQbpq5Jsqnap0yHRhVhZ1ssvfVCLfK4HLLwdyBj1Kc3Pl0yKiJ+pLJfqPtOOWEVY3TzstGc9qodavpVezfsSFySlWknT26hVN01N9u0k/ZQrPM5MtjTTEzXdeluVeu5b7iijrwabpPPXUaBrdvMQU5VqvrrV5mg6Mxetn0pbrYx8L/z1JHTSVp7Ozcn2niaXsaqwfkvC0AUm67r3LDE+EMfc8bxaApwCM8Dxvled5XwZwmed5SzzPWwzgUADfNUlonKus/JpwWnQmtJXuDD1P7weN46yz/P91Okd8QhhHdo6uLrrGdOihpb+9/jrp94weHX4t9be/BXr3Br78ZeDcc5Pn2z33UJ7oHJofdljpuwUL/EnJHnv41zwBdScs59GCBeq4XnuNrnqo0NERvAIzcaKaTsQ550TThGHx4mTf8fxcvJhkN+ngK+lLVr5K9uMf+9ctK4motnHbbZQ3ffqUF8+3vlV6tbFXL+Dxx4Pv/ud/yovnM59Rv69VNyzytf4w7LFH5dLB8a1v+f//8Y/A2LF0fUt3hY5j2jS/f6tWXk+YAOy1F/lDXb2a3l10EV3lvPtuWgQkGQuirgb3JFpbzWn//GfgP/8JpxEXrablFrd8x48HRo6ka4jPPGP2zQMPUDxNTcH38rXPKNx6a/BZl/ZLL6U+eNo04MUXo6+Rm1xrV81L3nwz+juOCRPMab/wBeCSS4Lv0pinPW90zKJHlG9igBb348f7z9dcQ1f7n3qKrqZ///vAXXeRPGI/w+F5wFe+EpzXyOo2F1wALFwIjBhB9LvvTn8vvJCuuaqwbh3V2bgboZ5H/aYJfvhDf5702mv++zh2bTh+/vPSdIRhzRq/P7zrLroGrFMXSHP9kISnFaj2UW8lQ2Oj+fXgVkNSUzoT2ldeCb920NPh+ef1v3F57rij+umsZHjgAZLVhFZ1Zae1NV58YXFx9JTsjCW3bstlj7pKs+eejH34w5WTQWetOWnYupWxww8PL5+wti5f2y2nbFasiPfNq6+Wpkf8nV9Z7tMnnfTp4mGs8teDKxFkVYjHH6e/Dz1klp7160vpDjxQXU/EesSvEu67L7279dbS/JTj4hZ/VS5Eygm9e/ty8/DTn8bv58LSLoYnnuj5ci43HHJIaRnxEHY9+M47y4uXMf013UqHMKvFU6YE60cY9tlHLVea+ZQ0bzl++MPq17Ekadf9/te/Uvno3Ln98pfppmfQoPDfzzzTzHWhCNW1ck6Tdn6ef340DR//denlSHP9kIQnMnw9uC4Q5/qNqYGfOIaAomgZM+dliqFD9b+NHBn+bWMjcPvt+t/79SPDHMUinQYedVSyNNYydEYBVFCVXzmGomoBokw//jHtkpqiX7/oXclBg4C9906WriuvjKbTnWyHIeqUmhshC9vt1pV7mm188+Z49DpjShy8rGbOpL/nnhs/TaZI89SQMbNrheXg1lvpNIoxMgTHGDBjBv3lt0YOOiich8ri58KF4d/06+fXGZ5nn/qU/zs3KibGzZhv5ON3vwvnHxc7dgDvvBN898Yb6vquM3BnOxgLlpEpPvYx+jaqHsVJBw/VxLx55uOgaDRHh7TzKS4qlZ+7714ZvlFYvTrYz8hIYmQtDCZzqrg3vf7zH0r/d43uXKphetuAG1YKQzXWD0l42gCrF60jYjjXeeSRdOlMaCvRGYbpf5i4HAgbRLg8nkfXdas9OFYCcSbXKvnj1I96QN++5rSPPBKdf56XPI8qdV3SpF1EoRbL3VSXi9fjcq8u2wSxrun0FR95xGzSLSKqzxTrkaq+8/69J+ubavNXFX+5uodZRS32HVEI64vj9PH/+7/mcVYrnyo1z4nSAa0kwvKyntpxY2Pyb+Ur8+WgGuuHJDxtgNWLVt29chVMTeDHMZUfRVuJzjBsAl7upF+Wpx596kWh3EVrnPpR6/C8ePlx+ulmtxuS5lGaxlPShk6mtE8Y4yDKtx9PG+dby/kro9IbZiblFlXfk/h8PP30cBrev/dkP6MaU1Txp7H5U49Ie1ytdzBmLlOcmwG25ZNoH6OnEdbPJDEqVi2U0+ekOd5VY/2QhKcNqKNpSnzEcThvqigfR6E+irYSE69KGu+Q5XEnraXvyjW4UG2IMsWtS88/H/1NLpc8jyq1qEqjzehkqmYbiWs1s1aNLFUDJnUtqr4n2dR7/vnS68Ei+ClIT/YzqomhKn5Xf5KhnLKsVv8SVdamMsUxlFOtsbVSeWzif71SEPsZGfW0+VTOnCDN/qoa64ckPG2A1YvWWgU/wbr00srw1mHw4PK+l9ETVjh7GnEcvv/xj+XHV2sTvenT/f/jnrTOmwds3RpOU468u+yS/NukqLXyiYO2Nkq/TheYy7brrvS3Gvlbq+jf34xun330v+25Z7z643nUhm66yX+W8aEPBZ979zbnnxRHHx18/tOfKJ0y9twzmldUflRiTLQVnudbd+5phOnXFwrB+sHHER6ee44s9HpefD39noLn+dZoK7VordSJZtS4zeXRyXXZZemnqVIYNCj4HKe/TfN68Lx59T1XqCdYvWgNm1DIEF2MpEFnQnvddea8RIwbp/8tbOfp7LOTxcchy/P735MJ9HvuCZpar9ZidsEC4IADyuPxj3+Y027YUN73PY0f/CAefVqdsLwQjtOGRHzyk+mkR4UkpvFFJJVJBRPDD3HwzW+q3/PyPess2oD52tf0rm7KRSUH9BNOSJ+nWGd1mDWLXIrddhu5OjAxZBVnAizm2e23AzvvDBx5pB/3XXfFc+tWafzrX+W7l7rjjtJ34vW388+PrqPLl5stoGsFs2aRsbfLLwd++Uu9KzQVntA4ELzrrvLTddVV+t/iuJyRcf31vqubOIYPZ80CvvSl4LumJuCYY9T0F15ozvu550rfcaNplVi0jhlTPV3EcsbgSuKxx4D/+79SNzthOPPMZHH9/e/x2tmzzyaLR0aa64ckPG1AaotWz/OGep73Nc/zLu0OX/M8r6pncVHWM0XMnp0uXVxaGQMHqi0B9u4dbu00bNEqTxxVu/Rhk0tZnv79qYM5+uig37hVq4AhQ/R8KoUJE+gUoByUO0CVU+am2Hlnc1rRQqHsf06GLHtaC40nn/T/z+WS55Hn+TIccUT56RLx4Q+X932a5d7TOioNDeSfL59Pf8HcE/jDH0qdEEydWh5Pk7o/eza1rxNPBI47jiZclTqVOeEEuk7I0zV7NsWZxBJ3pbDbbuTfNW3Lztxa8/jxVD8PPNAv5wceCNIyBuy7b3mLqp7G7NnA4YeTH83vfhdYssT8W90V9DQswH760/rfyhkbkraR2bNLLQi3t+t9ef74x7RANsGkSXp/l5VS47r33tL3adzeMsHs2bWn3tXWRht/F1xg/k3SevjZz8ajnzw5+HzWWcnircT6oSfmnLWEVBatnuedD+B1AFcCmNkdrgLwuud5P04jjiSQTfWH4YYb0qWLSytDt/js7Iy3ME0TYfLIV13ee69y6QhDuR1xucalyilzUyQt47jfVaIu5fPp5FGtDbg9Ue5pQ1W+9WJcLUr3uieualW6zMNkqMf6Vi54foiy11o/kATllKWuvaZRP8LqXzm6hEn7GJVMUbziWMLV6XJWqo6p5OmJfosxituGtlNvqMT6IWtjQdnGrT3P+xaAnwB4DsCvALzY/dNoAN8FcIHnee8wxlL2IGc3kloBrta9enkQq1Y60li0xtnssAmqvEt7YKsnC7VxsWkT5VdzM/D++7XlOmDHjtKbFT3ZRisZVyV4Vyq9HR208cg3+d59l9qESjfR6UgR6tG6dU9h5crK8Q7L70WLKhdvHEQtWuMYFVLRvvdeZfRudW27J9o8P1Bwi1aHekQaw8BZAJ4FMIMxdiNjbHF3mAVgBoB53TQ9jjjOm2fOTJcuLq0M3YDR1uY7klfhxBP1v4kd4u67q/2EhXWaceQ59lhzWh3i+AjlKPekqLWVrmYnRTllrsKWLaXvKjF5GzSodMfO89If2A4+OJ08qsTg/vGPJ49n5kxarA4YQM8775z8ynGaBiI4TP2Jxrl6XitQldEhh/j/x70KZoqk9fjLX/b/33VXynOVflWYbYC0+5k0kXbb3G03+nvYYfRXlH3YMHM+o0enl6Y0UU5Z6vQi06gfYX1GOWo4STeFZ84Ehg8PvmMMaGnRfyPTh4FfQxexyy7ANdeY84gTl6qM9t8//bhkXHYZxV0ri9ZJk6qdgvhobU32XSXWD7U8FlQCaUx/9wQwizFW4hWQMdYJ4O/dND2OONbZTHUw4+hqlqPXKS5Mtm4lY0ezZ5MOaViD+clPyDjHlCnq3/nk6A9/IGX0G2+MTstxx9HfKHkWLvR1ib7zHdLPWL8+vj+y//yHDExs3Aj8+9/xvpU74tNPj6dE/9WvxotPhm6jZP58MrLxxhtBHc8oqKzxmk4KDz7Y/19l7RPw0/uxjwGPPloaT9oD2wUX6OvR0UcDL7+cbnxxcNNN1HZE/WxTqGR6/3017R57hC+kdt7ZzIz9mDHURv76V6MklkBVj0wsjNcaVHL89KdUl+68E/jb3ypjrCJp/37zzWZ0YTqF1bAZUEmccor+t498BHjlFdIZBoKyjxxJ5fz228BbbwW/W7+eDDstW0bfL1pEOqO1BlVZvveevxgTN2DK4anDX/4SHGc+/WkyqNW3L/D00/HjjsJ77wFf+EL874YMIX1mGSedVPpu7Vr629KiNrKkwgUXkGG1KAwdGjTcd999NPf5+c/N4gHINoNcRrNn06FEHKgOHkxQzf7jtdeCz7JxLSCeQbevf92c9plngH/+039+6y216yGVvRdeZ9vaSG8/jhExjkqsH2wbC6KQxqJ1BYAwBwH9u2l6HHGuznzve+nSxaWVIV5V6duXJvTHHBO9q+J5wIgRetn57n3v3kCfPmbWQvmkMEqe8eN9q43f+x4Zd9ltt+DiyQQf/SgNTg0NwdOv//qv6G/lRVZbW6kSfSXx3/+tfj9xIk2YPvIRM8ukHKorS7pF64wZwWfRHHxYxzZsmHpxWonTzFxOX4/23dd8Z7wSu8R9+lDbmTIl/ml2nLZ+zDHAz34WTjNiRDSfgw8mY2i//rV53CJq5fppkpPlKJ3WfJ7q0sc+Rr/HmVCaImn/blp3w66XlzO21CJ0Fq4BKr/99vPzQ5Z9+HA6sZbdX+y2G23i7r8/fZ/Pm7WrnoaqLD/0Id+gVZi3gDg8dfjNb4K3mnr3JoNaQGmepoWukiOOaKhk0t2sEjePTU/ycjkzA38jRgRv0Rx5JM194nhNaGgolUdVN6Ms3PJyiovvfS+dfkgF3YEJx957A42N/rOq/44jl+wGLAxTpgAXX+w/Dxqkvl2ksr7Nbx6ceiqlmd8AiYNKrB9sGwuikMai9XcAvuZ5Xsm0uNt68JkAfptCPJlC0iug5U5Ea9k4i8nJudwRx13c1MqVmTDoyliuM6Y+HHUnqpU4aa0XVHtBV+3400aYPIVC5XjXEk8O0/40jj6ezbCtLdQ6xPyulOXczs50eBWLtVM/qqFzXQ0rzmnwrZUy06FW5rwOpUijmX0A4C0AL3me93vP887qDleCjDKtBbDR87xTxZBCvJFobjan5f7v0qLT0aquIqiw777J4uedgeg3VQTfweK6dyJ0Oiz8ymC5spcLcXdOh/7Smf8uu8SLw8TXYhjSlls1AOh2qWV9mL339t/pFvzDh1Odue464Nprg795XmUmzro8GjrUnEelB724A7pOJtXVJcboVDctmNY5Oc9qZeKg8qmZ1J+pDpXoj5Ly7OqiNH/xi+F0YW2vEvKkhST1Su63w1DtcSht6NLIT3KSXP+LI7esyymeulZqYaOy1RAFlUy6eVIloTsF3HVXcx6eZ1ZGqnlaGjjySPOyjWMbBjBzw5X0hFgF0815jrB85/MkVb7zk/Q45Rwn7qS09dDHpQrGWFkBQDFBKJQbr0mYOLGVmWLTpnTpdLRPPy17FFSHtWvDeeq+4/jgA8bOOCP42113MbZ1K2O33BLk+YtfMPZf/0X/33dfKc8XXyxf9tWrzeQWZeDYc096f845jN10k/qbhQt9+r/9jbH332ds1izGikV6d9VV5vGXE95/30wm03xYv770fWNj6bs//YmxQiH4bscOxt55h7E77/Tjvf9+//eTTqLfP/IRdfyXX65O64gRjF1yCWNjxpjL8cILjD33nF83ZJp//IOxzk593nBccgk9H3FEemX2ox+Vlk8uR791dATrla5MRZmiyvdLXwqnYay0LHkeiu+++U0/7oceii/32WeXys0YY4sXx+clQ/7tssv036r6nBde0PNkjLHPfc5//uADtRy68uHhjjsYmzlTnSax3MN4qpBWvfzHP+LHnWb8SevA6acn+1b329Kl5rJH5dMf/pC+3Iccok9/e3v8NHIUi36/GLcNbtrE2PPPm323Zg19c9ZZ9PyTn/h8li8P0h5+ePn5dcQRlGcmcqjySaTlY8Y99zA2ezaFu+4q/TZO3kXRbtkSpBPLi7877zzGBg1Sfz97ti+P+P6110rjP+ssxv76V31avvWtZGWwaRNj69ZF023YwNgbb5jzve8+xjZujM7rdesYO/NM/TyXMcauv96sXvz616VxXHSRPm5Ve3v+ecbmzmXszTcZe/hhevff/+3PWRij+ZQ4p2SMsQUL4tXjctcP5fIEMJexyq+9KhnSOGk9NEE4LIV4I7FsmTmtqbGDOEYRVLSMmX2r22Ezjf+ww4Crrw6+8zzaRZV1Q//xD+CWW3waGXz3qRzZo07Rjj5a/9vXvkZ/PS9odEE8rRJPln/1K8q/k0/25TnzTL3V5TR3/Q5LuWarrqnIJzAnnUQWScXrSTfdROW2yy5BYw1HHOEb1vrCF+KfRANkCOycc4AlS8y/GTXK1y1S1aNTTomnO2PajnoKcdpGWiecnM8hh6gtXybF2LHp8eIIk1l1gyJOHpnQqsrn+OPLO8lIYiAnDsJOWisddzWgOnEHSsu33DG41qBLo+fF7xdFnqbWkvl4oGoLYj87ejQZVywXxSK54IoLVT7xvOE2P445hgwqVRK6G19iPb344lLDYBzHHEN/ZXl0/divfhUreUYwbRcDBwKf+pT+d3Fe19pKp34mtyY++lHgqqvCT3GT6p8zBpx/vv53leyjR1P699zTt8Hy8MNBfehevYJzSgCYMMH/3+QEthJ9Vz30cWkikSdBz/P2BLCBMbaNMaYxuu5QDmrl6h7QMwsEE3llmrh6B9X0jZYUJotWFU1Y3vDy5Itcnfy6a8i1tmCsNtauDebVxo3l8+yJOlmJODo61BY4w+Iqtz7VcvstB06nlWBr+dYDKtHXF4vmalIOlav/aZRtJXU/663d11t66xVJT1pfB/DJNBNSCcTZoTT1zRnHh2c5/j51aa9GOvlpXBo8o3YpVebruTU6U6u7urh1PmzDdhLjIkmZT52q/001KMgGHw4/vJRm5Eg9T36qzfWBdJ3tb36jfi8OdlHWDVUYOLB8dx5pDhDl8ho6lNxpcPS037ly+pm08dWv0glmHCTxZyvWQZPyi5tHleAZF2GL1loq87RgqrvZU2NwT6ESaQzjKbtJka2ginVfPD3SWVqNC8bItVhcVGLuExeihX6dnQhTbwUm6Wxv9+nOOIP+Tpvm/5507OrXz3zRGpZOnqYoujg8VRBPNMtFJerRgAHAUUely7MW6ntNIsmdYpBe6merfbc5KrS2muu09hSeekp/B56Ht96K5qP6buPGcLq7747m+8ADpXzTwqZNpA+iSvtxx5F+5Y4d6m/FPOHf9OpFf7/zHbP4u7rUOjldXYy99FJ0uYTpSvCg0z+SIf62bRvJJ+uvMsbYihWlvHbZxf9/3bqgjsW2bYy98kp4PhSLwfzce2+9PHJaAcY+8xn/WxMdMRV27CBdKhXN1q2lejEcPaXTms/TbyY6rXHjM9FplX9nrFSn9VvfCqY5bjq++1112SThxTF4sPq3n/88Xh3jevSqNDHG2Gc/6z9zHbMoqOK9+GJ1mnT9UJJ4koZ//7u68SetA1/8YvJvVb+9/HLyspBRizqtJoiTh2HfrV1LfZrqu//5H3oWdVoZo7Fi3Tr/+eWX1fHPnx89PgKMHXRQfDlEtLSY03KobEPo4gyj277dp9u8uVSf8P33gzRx4nr99dJ3HGvWUJ/E+fPfk+q0PvtstJ2R66/343/rrdLf5XFMBB+nk5QvxzPPEP3++9O8Rgeu03ryyUH7Bv/8Z/K44+C996hMHnnEj2fJksrEVS7gdFprG7IT4zCcfHK6dHFpRYTdjQ/jKeoSVCKd5fJsago/ad1lF/3u5be/XfqOMfor62Xq0pnPq31r5fPmviKjLNV99rNmfER4Hu1iq9KmOmkVd1cHDw4+n366XndX/F7Mz7i7tTzfATM3RDJOPpm+052s9O0brRcjpqESqDT/JJDTxMstaT9TietM1XAVYCKHLo/KKeek+W6KMLkqHXc1oJNJzoeeGIN7EpVIo47nzjuXjmFR8Q8aROMMp9P50p440cw+RNI+gsev83Ig04lI4lNTBTHufv1K5w1f+1p0+jjkdOra+8kn01jZqxed6JnyD8N550X3fVzH+eST1f56ZTslojxR1vHj1PkBA8ys7c+bF/QYorsVkPZ890MfAk47LVh+uhto1Z6X24CaXLR6nvcXz/PWe573vPBuF8/z7vc875Xuv5EXVTo6zONcvjxduri0afOsRDrT4qkaQKImnip+vNOVr8uGxV2OuXIg2nDRq6/G56mT/fDD1ZOAsGuDScoy7uJFNNiRxJCNGHet6+1F5U0S1w1JF4u6SUbSfqYSi9YNG9LnqYI4OTGRo5p9cVKEufiqdNzVgE4muXyrPQanjWrXTZlW157SSufjjyf7jsevWkCp6GTEcamWFNWed5li1apoGj7e6OKXx6NqtUs+B9m8Ofi+3HocV55+/dLnmSadLShn0dou+14NCzF5XwfgGOnduQAeZIwNB/Bg93PdQW7of/qT/3/fvsDPf165iXwSY0f/+7/pp+PZZ6PjNQHfsY3j1FtnWdAk/vXrga98xTwuU+jifugh9XvTU+FKQTylPeKI8ni99BJw++3l8agm3nijfB6q9qBCLZ7+miKNBfLDDwPPPUf/f/nL8Xnvs495XLVgVCNtS+T1gBdfrHYK7EYap3TVxs9+luy7p54iq/o2YOlS4M47y+unyh1P+Pf33w8sWFAer3LwhS8Av/tdtD/ZJFa446ClheaXstcOh3RRTjGe0R2i4AFgAG4wZcwYe9TzvL2k158AcEj3/9cDeBjAOWF84jieNp04x5lgm9CKZum3bk0v/rTSKSp5p8VTdXoY1fmq+PFOU/42LG7dtVOTzt/kitGtt8abHJvGbUqfpH6Yxj9iBLmREjv/JBssYtz77Rd9nVmFWjLEVC5MDXfortUlXfRXW+644K4IgPj17vbbaXITR2XEhGel0N6eTjuvBpLWq9tvVxvlitO/q3jWOiqRxkrkUSXSecwxwD33xIu/b18zOhl77knhM58xT19cxM13nZunKJ4jR1K4917z+ERcfnn0opX/rpOJ/843rqvVLvN54JvfBD7+8eB7ud/gBi8rOYf+yU/S55kWnS0o56T1GgBfMghf7P5bLgYzxtZ2/78OwOCoD+KYVZ81K126uLRp80wrnWLDr6TsUROdMH7ySWsYrU4nNa0J/I03xv8mzUVrkvpRjk5rknxLo12keeqo4mUql+kpaVR8Sb7ji9hK9DNJUMsnwbNmpZ++SuZ7VFprpczTRL2MwWmjmvOEOLSVSOfq1ea0PP5y5gqVRjn5rpOrEvLcdpv5olUXv/y9SJdm/2Xab6ddj6vdhqrZLmsaSaw3oQesBwPYC8DzwvP70u/vab47A8BcAHPz+T1Zaytjra2MXXcdWSPjz2efTZZe+XNTE1nXOu00/93LLzN2xRX+8403kiUz/nzuuWQ9jj8ffTTx+Mxn6Lmxkay/XnqpT3PSSSxgzezrX/f/b21l7BOfIB6f+IT/zfr1jF14oc/z3nuDPMTvW1v9+I8+Ovj7SSf5NI88QvJwnldcQfKOHh38Ztw4/5uWFso3/vzMM5Sv/PnqqxlbvNjneeaZJMuUKfRuyhR6PvPM0rR/6EPh5dTYSM+i5cHGRvr7pz8Fy2nvvUk+XTmJ8fbvT+/mzlXnqRjWry/9Xg67764vm0svpfog8zjqKHXaVKF3b8Y+8hH/+bTTKE8POsjP987O6HIaNcp/HjBAHdfQocE0HXaYXyd4OYmWHHVBbk+8LG+80bycRBpeblHxmoZTTiFLrTyOSy9lLJej31pafGvJY8cGv/vkJ5PFt+uuQfnE/4cN08v/X/9VyosxxgYONKs7chg8mOqNqt+Ly4sxqlO68v/Sl8Lrh/xu3Lhgv9faSv0eLyexLFpa/H6PMer3+DebNlGdaWxkbMiQ0ng/+lF1mtrbfR669sTrsdjvJSkHVdhjj+D4JJdTY6N6fBItWPZ0EMfBuN9u2kR9pyr/xozxxycuu9zv6cppr72C/d7556cv98EH68u9qUlfTvx5993D5xEyb11/zccn3qczVkrD25P4jtfjL3yBnvfdV92eGhv99qQr/+99L17ecQ8AYpDbE59H8HSOH19a5xYvpu94OsPme7q083KKqqdh5TR2bHC+F1ZOfP7Cw9ix6n5/+PDS8YnPI3bbLXm9ffjh8N9vuonyjee7/PsZZwTLaeBAf743bJie79VX+zzDymnkSKKfNCl6Xv7IIz5PPo8YMyYYLx8nVfPyf/+bxhf+fOGFwbmv6bxcV068PfF6I49P/Fk3L+e/q/q9OPNyWGA9ONlH1Vm0LgMwpPv/IQCWRfFobGxlpmg1JDWl09GKk6QVK8jMOX+Ow1PVGUTRzZ5tls6FCxl79VXGnn46Wp6odOogp/2EE8z58W8uvZTSGTfuuXMZ+9SnqGPl7mLWrdN3snL+XnCBnka3iNPJv3JleL7I4YMPaBDT8U1Sj/ffvzSeG2+kwYMxxiZMYGzDBnp+441SXo8/bpZvcdOo4sFN6atcFyUNKpc3fNHK84CxUpc3550Xzfu110rfffnLQfkYIzc/s2YFXa3I8s+bp85bVVt/993otM2caZb3JoEx/aKVMcZ++cvwb995J7zOqHDXXVR3TdDaSq6tXn+dJgrr19P7n/5UnaauLjOeKqRRJ484IlncacWfJHCEbVCEfctl2rCBJn984iv38eWMQ7Xo8sZEHpHntm2MrVrF2F//qm8zunmCip8Yv2o8VaVz61bG7rlHzXv+fMYOOMAs7+RN8rC2z+N/881w2rhzD5mP6vc99lC7FIyKe+tWfVzyQvDNN0vjj5LnrLOS19s33gj//dZbg/HLm7Rhsv/qV2ZtPQzc5c3kydG0Op5ivDNmmMcdh66eeNqwaK1J68Ea3AHgtO7/TwPw76gPTJ2VA3oDPUnpdLSM+f9/+MPxr1f2RDrHjye9TK4DkAbPKETlg46fSn80Ku7WVtI9/f3v/XjjlIOohyzjRz8y5wMAw4bFo29uDk9rkvoh8xs6lPR+uO7qT35Cus0NDcBHPlLKK64MceuGCvWij2nq+LtvX98VkA5i3yFClZ86c/8i0s7DMH5RcUVZ5VbhuONIN8sEF1xAuk977UWGzNJwgZFGPa7HuKOQtF5xmQYOJP00XVuo5DhUDcRNY58+wB57AFOmpMNTpA2zxyDS9e0LHH20mm7iROCSS8zi/sY3zOjE+JPOFcrBlVdGu2FTxR2mf5vGXE43Jpgg6lv+O48/Sv5KtUtTGaN4yvKUyy8JbbV52oCaXLR6njcLwFMARniet8rzvC8DuATAkZ7nvQLgiO7nUMSxKmviByoOXVzatHmq6HSdfS3IHjUQVVqetCbw1bbOmEZZykZu0q7HafArZ7CW0dML4KRp131XiX4mCcL62zTLS0Ql+q60464EaqXM00QtjEPVQLXrZjXzPcrvuYpnkrlCueiJPCp3PhMXpovWJPku85a/rYcyqpc2VA99XJpItGhljOUYY/9IOzEC/1MYY0MYY70YY8MYY39mjL3DGDucMTacMXYEYyzSzFIcJf/zzkuXTkd7//3m35cTf7np7CmeHFEbDCp+uk40iTxpLVzOPz8dPmEIS2sasstlEbcs48RdC0i6oEpidKsc6NJZC/npecBbb/V8vJXou9KOuxKohTJPG7UwDlUDSdOYxjgQh7YSPH/96/g8o8bqarb1cvKop/t300Urjz/OHK2n5xRxeNo2h66HPi5N1ORJq83o7Kx2CmoDRx4ZfP7Nb+LzqJcrommj0tc647iKUiHODYd6hon7lKYmYNq0dOJL+7TyrLPS5Sfu+P7xj/T3mmvMv//CF+jvrruml6YofPvbQFtb6ftK9i3PPEN/Fy8u/W3gQODMM4G//KVy8UeB+8KNg6uuSh5frfTjlXAdcfHF6fPk2Hdf4DvfAT79ab9OyTB1J1NPqLfx5Ykn/P//9jc9ncrdUzVRKASfRf/sUfjqV4PP//3f8eNPo18Q60pY3jvUD+qs+cfDgAHmtMcfny5dXNq0eVYinWnylK80ROkfV1qeOB1k2OLhox8151MJpFGWcl7ErceXXQaMG5csblP01ES33Hg8j5zaM+Yv5JLy1NW7pPnZ3JzsOx06Ovz/hw2j9PLJi4nMN9xA38RZTJdb3/v3Bx57zDy+JHHLGD2a5Bw7lv7e0O3B/HOfA771LVoARk1g0x5b+vWjv5s2AZMmASeeaP4tY7TQLhfVHoNPOME325IWTHTak5ZlLkcnlTffXKrfynnq9E6TxB833w84IJru0EPj8QSi+5K028bRR5eXRwce6P//uc/paXVyVWIeCajr+Z//7P/f1RWMP0qnVUwn70845LHGRKa47VDFk7+7/XZg773N445DV088bYDVi9ZBg8xpTQ0CxDEcYEIbdwJbrXRWimcl+CWRJ61F0Ne+lg6fMISltRKyxy3LnXYKH3DSqBv1rNOaFDqZk+anrLtcLrZt8/8vp3yq3XelHbcMbuBMhudVVx4gnXaVtD3VwzhUCVS7blYq303qwWc/G48nkP54FSfutOgqxTMOuJ9vEWLe8kVrJfK9p8qIp1mUtV7Kstr1o1Zh9aL1lVfMaY89Nl26uLRp86xEOqspe6XlSWvh8vGPp8MnKdKQXZ64xi3LKGNUlWgX9YQkCwPPA6ZPV/+WND/Tvma3cWM6fKrdd6Udt4ywzYJqyVPNjRteD+thHKoEql03q5nv8jVSE55RdTXt/GSsfuZdcSBf/5XBVdmqJXvcPknFk/MQx9x6Kctq149ahdWLVocgaulEKY0d/VmzyueRNnpCZ7mWylGFgw5KpsNiO+RyS1unNC7iWO6Mi7FjK8e7Epg0Kei6qZJtTF60cp3nk0+uXJxR+MEP6C9X2+D6xUD9lWUtYejQaqfAPvT0+PfFL5bPo7WV3BTVEvhJqg4zZgSf49xcVGHPPYEJE8zp05gjnnoq/W1pKZ+XQ23A6kVrmM9DGaa+JuP4pIzrvzIJz698pfy4qyH7jh3mvHT81q1LFreKLi2dVlO/nOUgLK1pyC7LF7cejxgBnHaaXj+sEu2iHFTKHUtUPL/5TTpxJ83PtK8Hi5DTFKd9VaPveu45YOVKKo/jjzdLb5J8v/POUt7Dh1O8H/1oZfpiE5x/PvCJT/hjpqjfqTIY1dSUbvxA/YzBcWBiV6PS84SoPqacfNf5Vx42zKwNDR5sFrcYfxTfcvNz5Ur/f8ZoM6ncujl3LrBqlRmtKU8dHnnEjE510up5frvn/uh5/FFtXk7n5z8ffH7zTWDBAjVtGlDx5P0Y12eNE3etz6GT8LQBVi9a99vPnPZf/0qXLi5t2jwrkc40ecY9kay0PGnt3v7iF+nwCUNYWishe9r1uBLtop6Q9kmBbflZ7b7rjjvS58mh0iNLwrOaYwsAfOQj+t/i1m9OXy9jcNqodlmWk++6BbEpzzhWpznPnh6v4vCsdt8FmG+ERl0Pjhu/TBfG34Rn3H4k7fysdllWcyyoZVi9aF2+3Jz2hBPSpYtLm5SnTi9NFbeuE6mG7FGTNxN+OoMmSeRJayHx3e+mwycpksj+9tvB3+S8SLseV6JdlIOevm6W9slureVnuahEH1ttnhxRE8VKxp0mzxdeSC9ePobJ8e++u5q+nLKsRdWKapdlOXVOd1vjhBPMdObjGJHh8UeVYbn5qeJfT/1M1LVfjtbW0ndpyi5bEI7LM+44mXZ+VrssqzkW1DKsXrTGOc2Tr26US2dKG3cQlXnqvlfF/fzz5rTl0JnQXned///DDyfjx12IxI07Lh0QvF4ShvXrzXkmRVidSSL72rX+/9/8JnDttcl4AmbXo+PwSwu6DY408Pe/m9FVasJcyfzcbTf6q/MbqvKpanpSqUPafWy1ee62m3+1LmqzrhLymKIa7RLwbRPI8V91FRnq2Wuv4PtyyvLUU4EzzgCuuAI45ZTYSY0FU7+bPVGWf/+73k9lOXXu6afpr7yJYcpTp+ITFn9UP1pufqr0kOuhn+EQN8a++lXgkkuAm26Kx0MX/y9/CXzqU8B//hNOBwDnnmvGMy2knZ/VLstqjgW1DKsXrVlAnIlwJXXY4kKciCQ19GG6kDRBVD6KujthO4BpnqL97/+S8QIZlTwt+N3v1HGaotp+alUYNSp9A1liOcsGdPhCzwasX0+y6oyRqIyLZM1vXBRuvtnfNIl7w6TWEUcFRwd5UcoxfjxwzTXpWrnu0we4+mrg298G/vGP9PiqsPPOleUfB5/9bNBHaBrlBgD77kv9w6hR6fAzQdrjn3wiWIun8XEgnrRecw1wzjnASSeZfRsl+3e/C9x6q9k4X+78rN7LwaEysHrROny4Oe3s2enSxaVNylPXsFVx6xat1ZbdZDGt4qdzrZJEnqgO0pTnsmVmdCZobFSnKyyt1S7LavArF+VuNMiTal19rpTBp2rm5w03pM+zEnWzmjwZAw4+mP6Puh5cCXlMkYRnGnW6oyNe/NUeg01hegOjGmUp1sNK5bvJouPPf47HE0hvrOYw2dCsh36Gg7entFAv7TLtdFa7LKs5FtQyrF60xrmqeeWV6dLpaH/8Y/PvTXh+73v097LLouPWTTB6SnYd+vdPxm/IkPLiFul0A+EeewCf+YwZrYywScvppwNHHhn+fe/ewWuZOkuNIsopS7kOmfIcOtTfVQ27EmTKL23w+C6+GPja14Ajjoj+5rbb6Hqf6SmPuEF2/fX0V7d4TWsHmS+EuHxpWnQdPtyXIwy33ea7bAlDHHculehnqslz8mTqRw44ADj66J6NOw6S8FSNKXHr9/jx8eKv1DiUFJdeqn5v0n4AszT+z/+Yp8eE55/+RH/POqty+W5SD0wX9mL8Uaoeccv8vvtK3338434exeGZZt3k+WfCU7yttmWLeRpMkIbsp50Wn+eYMWRd+te/Lj/+StLVE08rwBizNjQ2tjJTtBqSmtLpaDdvJoPiuRw9r1jBDYzH4xn1jUwHMHbppebpLIeuEjxFOlPZ4/DcsiWYV3IcIu0//qGmFcPHPx6dVlU6RR4PP6ymGzdOz7ec/Jw3zzydPUHH07XXXv67Sy6hd4cfrs73oUODz08+qY//oouI5n/+xyydf/sb0X/2s8H0McbYhz9M/3/jG4y98w79v/POwe//+Ed6/6UvxZMfYOy664LveP8hpvPcc4NpiqqjYYiqmwBjF1+s7mdMeLa3l1+H49D2JE8xLw49NB2eceiiyl1XF5Lw3HvvUtozzogfd1qyx6XV1dsk6ZffjxuXnjw335xsnpAmbVye48dH593o0eb9Eo+/qyv+uCpCjq9QMJPHBHHzKKwe/fSn0Ty/9S2i/c1v/O+uv57+fv7zQVr+e9+++vK44YbkMsl0xWL5fXytzDlt4QlgLmPVX5uVE6w+aa1FcD94XLepJ+/tp63X56BHnz7l89Bdf66UXlwaaa4E4vi+VRkGSguNjfRX5XuRn8g2N/snAXK6y2nrvGy4vqzqloGJT8g0UY5PYpv0fsNgi5y87svoCb/U9QL5JkyaY3vfvunxqnekbZujVnUnw6zvhoGPFbqbWTqr3JXCoEE9G5+D5aj2qrmSYfhw8y2Ie+9Nl05HWygEd59WrtTvRoXxvPVWxhYvjqZbssTn/+Mfm6ezHLpK8BTpfvUrxr7znXR5bt2q3nlU0ZqctH7uc0QbVraqdIo85s9X040apeebRHbOq1g0T2dP0PF0rVnjv9OdtJ54ImNDhlB7uvlmxpqa6L3qpJXHH3XSKqezUGDs5z9nbNMmer7/fsYefZT+v/tuxi67jOoRY4z96U+Mvflm8Ps//YniMz1pPeggX77bb6d3b7/N2H770WmunM4dO4j2zDPp2fSEyER2xhg7/vjg94WCT/fPf1K7nDPHjGdHB2PDhjG2bp1Z3HHSWQ5dGjzFPPrgg3R4xqGLKvdevdR1IYzn+eeXfvOHPzC2enUpbZyTVrEfr0ZZ8nT83/+p35sEjldf9U+5gHTlKRTo5PLKK9PjGZc2Ls8JE6Lz7i9/Me+XxPjPO4+x//3fZOkU4/r+983lSZOO06rk5s87dkTzFE9a58+nOV5XF2OXX063+kQsWEC0mzYFb7qI4a9/TS6Tiu666xh77bV0eZZLWw9xV4onLDhpraAjiOojzonU9u3p0uloy7WEyHl+6lNmdGPG+O927AinNY07TdokdGefnT5Pcbd18GDgrbeS8YyDKJ58x1SmYyw5zzA63Y5zJcvSBDrdZRGnnUb6lQDw6U+TaX7ujiFp/DJdLgf893/7z6JubGcnMHOm//zlL5fyCys3Fc48E3j0Ufqfn7rvuivwyivqdPbqFT8OHVR51NIC3Hkn/c/j4XSf/GQ8nr17AytXmscdJ521wlMsi2q3IRENDepbN2E8m5vp7/e+R20LIP1wFeKcXO27r1n8ItIsy112Ad59Fxg2zJynDvvsQ4Hr76UpTy4HLFxo7k6qFtqQST2Q5yQHHmgW/8UXm9FFob3djK4adZPfyjPlOXEi9an5PPD975f+PmGC3yd9//tkE+GnPy0/nWF0si5rGjzLpa2HuCvF0wpUe9VcyVCLOq2MMbbLLnQqwVj8k9ZydBZ1J7P1cB+/0nFv3+7nE9ddFMtEpP3739W7lGKYO5dow8o2Sm/w1VfVdLNns/+/u2rCMyruqPpXrbI8+WTGmpuD715+mSl36GWe06Yx7Ukrp126lGief768dJrScp3WL3/ZjKd4UvGjH8WPO6x+/uxn4XGreF54YXi7iEKttPVK81S1p55sQ+efT7qmBx6oLvurr2Zs993pNOZXv2Js112jeS5bRt8uWUL620OH6mm/9rXo/pGH3/42Xdnj0u66K6VD1j81Tf9nPlPK8zOfYeyYY2qzbvYkz4kTo/NP1mm9887KpzNs3Kh03DKt6qT16KNp7DPhOW9e+FwhLO7nny8tD9VJaz3VOVvirhRPuJNWhyR4552ejY+ldPqSFXzuc8DnPx9Nd8opwKxZ6t9aW8tPh07H9JhjslGms2YBkyYF3w0fTrLPm1c+/5Ejq5OPSeIUfe+lgW99K/43tar75RDERRdRWLCATsc5+vYFtm6l/884w38fdXMFAPbf36+3K1aUtktTFIvp+l0tF0nTEtaGb7yR/ibNoyzjYx+rdgqqj3vuMadtaUk+ho0eXfrO9fEOtY4aGj7SRxzn3qbOl03pTGnjdhLVSme1eVY6btXk5TOfSRa/KaJ48vrryrIUsuPyesijuG1dvHIb5h4pSd2MMmai4nnccfRXvFJXD/luI08Tuj33DD5HuaOqhDwy5DYgPlcj3/mV/mr073Hp6o2nSX/H+5Q046/1dqmiPeyw9Hma0IkqLWnxTJO2HsuylnlagWof9cYNAN4AsATAQkQcdY8da35uvmJFunSmtKtWlV4PSSP+tNNZbZ6Vjls2kBVGy68Hn3IKY//1X6VXbFRGFUzTqeJRadmj6l+tlqWYVzJd2PXgatW5uIaYXnzRl0826mQSt3gVWK6f27eHx10r7bIeearaU622oUrwPPNMdZ/IXXgwxtjXv07vfv/76qUzjC7qWmsl47aFZ0tLdD4+8oh5vqaVzrBxo9Jxy7Sqa/Ll8oxLJ+bH3/+eDs+0aG2ec1aDZ9SaqR5CvZ60HsoYm8AYC72A8+qr5gxNDInEoYtLmzbPSqSzmjwrHXfUNTGRlgnXcQoF83SF8eQ4/XQzujg8o+hOPhn46lfT5ZkGXTk8L7oI6N9ffQWqWukU640JPvtZ///Bg5PHffLJpe+4kY+kPOPSOZ72xB2XVgVVW6gX2asZdz3xlE9ax48vpfvGN+LxTJOuEjyTxh1286UWyjKLPG2TxxbU66LVGlTK56ZDMpj4RuM+85qbfauaIuIuTkRce23yb5Ni1izgmmt6Pt5K4sgjgY0b1eVTLxDrkc5nrwnEq9QTJxLfWtIrdMgGRF+v/fuXvnOwC/Ki9ZRTommyiqamaqfAwaE+UI+GmBiA+zzPYwCuZoxpp9txJnr77ZcunSntpk3m/OLEn3Y6q82zJ+K+9lpgxoxo2hNOAC65hHaJ+abD9dfT3zDdw7TSWe88bZPHlDbuBG3kSGDRouRxn3lm6W+ii5EkPJPSZYnn7bcDe+yRLs+kdNXgqTIa9n//B3zzm/7zhReSu5kvfCF+/D0t+y67+O5m9twTuOKKnou7nnnKN93OPpvGy/PO89+NHg08/3y68dfT2MYNCoYZfuxJeTo60udZDm09lWU98LQB9bhobWOMrfY8bxCA+z3Pe4kx9ij/0fO8MwCcAQC77LLn/7fgd9ZZwAEH+NdR2tuByy8Hpk2jZ37Cdvrpfic6axYwezZwww30PHMmfc95Hnkk8KMfAYccQs8DB5Llt5NPBpYvp3crVxKfm2+m5wsuIKuwvOM+/HBfsEmTyF/cv/5FC6NVq+j97NnAlVf6PhLvu498M110ET2fdBLtYvJrAvvtRxYMjzkGePttevfww+Tb7P776fmXvwTWrqU8AIDf/AY49lh/N3TMGOC668iX15Yt9O7pp4Hvfhd47DF6vvJKYOlS4Le/peczzgCmTwe++EV6/vrXgauuAqZOpWu0+TzwzDP0/rnniObaa+mUj5/06cpp+XLKn379gEceiS6nRx8ln4Jh5cTzHKCJ5vr1vvxyOR1/PLBhA+URQOV0zjlUTqLfzBkzfJ4/+1mwbFXlBJSWk/jNL39J9JznqadGl1NXF+VBWDn96Ec+z8mTo8tpyRLgqafCy+lvf/N5hpUTL8uZM8kHa1Q5ie3p9tuD7YmD8zz+eEqTWE6q9vSTn/jt6Wc/U7cnztO0Pd10k9+eVOXEDRj9+9+0GH366ehyevRRqneTJunLaeed/Xy/9tpgOU2bBjz7rJ9PQ4dS/RD7PVU5HXigzzOqnI45JrqcLrgA+NKXfJ5R5TRpUmm/pyqnyy/3eYaVEy9Lud9TldONN5b2e6py4jzlfs+kPcnlxNsT56kan+RyeuWV0n5PVU6cp0l7uuOO0n5PVU7bt/v5LpfTJz6BACZNIovs3AcnL6eHHwZuvdUvp7339nlGldPpp6vHJ7mcjj3W5xlVTlOn+uUk4uMf9/vss86iesh5hpUTz3fV+CSX0+bNZv0e56kan+RyAsLnEbw9cZ4m84jNm8PnEbycli+n9yJUG8JcPgDYbbfw9vT66/S7SXu6/nr9fK+hgfrAb36T5OFlGVVOP/yh2fh02WX6+Z5cThyf/GR4Od1xh/l8b9Kk6PneqadS/yGffv/+9xQAvz3x+hE135s8mf6a9HucZ1rz8iFDfJ5pzMuPP57k5HXDpnl53aPaSrXlBAAXAvi+7vfmZnNDTEcfnS5dHNqjjmKsWEyXZyXSWU2etSyP6O9MpgszMKHjqfLblkY6k9BVgmdacYsGJOohj+IaYkoznTyfjjqq5+N2PGu3DVWKZ6GQPs+4dOXy/NGPqM3IvkOzVpZJeS5eHOyjObgRLt5v8/83beqZdH7iExTfa69VvyxNDFBVuiyjDGHVU52zJe5K8YQzxNSz8Dyvn+d5/fn/AI4CoL1cEse3Id/5SIsuDu0775hfHaxmOqvJ0zZ5wmgXLABefDFdnknpKsEzrbi5D8rbb6+PPGIxdZ0rkU5TH9H1UI+yzLPW5eE607WezjC6H/8YuOUW4KMfTY9nOXT1zHPZMv//X/xCTRel15lWOm+4AfjPf+hkv9pl+eyzwMsvp8szKd0DD6TPs1xa18emy9MG1NWiFcBgAI97nrcIwLMA7mKMxXDF7OBQ+5gwga7MOJjhwx+udgocHBxsQ69ewH/9lzMWVC7GjAH2399/7tuXrkQuWFCd9DQ3l25EVAuTJwPDh1c7FQRRVc3BoVbhsbjb/3WElpZJbP78uUa0mzebWXAzpXM80+VZy/K88AINzAAZ1hLpLrqIDIKdc07101krPNOKu7UVmD8fmDsXGDGi9vPoz38GvvIV0u388597Np184i3Xz56I2/Gs3TbkeFafp23ycNqddqLF4U9/CkyZoqfjlqSjpqL1IHst5Htcnnxs0OV/raSzp3naJg8AeJ43j0W4Cq111NtJayzIhgDCcPHF6dI5nvbEbUo7alQp3QUXqBesceKvB9nrJe5q84yDNNP57W+T8SlXlnbwtE2eLPO0TR5O26sXGafRLVg53cyZZDgnrfhdWTqe9R53pXjaAKsXrRs3mtNy611p0Tme9sTteNZm3NyllefVTx7FQZrpvOIK2kCp1bJ0POsnbsfTnrhrgedll9FpbJo8TeHK0vGsxbgrxdMGNFQ7AQ4ODg5JcOON5Aph4sRqp8QMO+9MfwcPrm46HBwcHBwcHBzqDtU2X1zJMGKEucubRx5Jl87xtCfuKFru8mbUqNpOZ63wtE0eU9pikbEf/pCxjo5043dlmT2etsmTZZ62yZNlnvUoT5TbnVpJZ0/ztE0exuxweWP1SWtnpzmtqf5rHD1Zx9OOuKNo99qL/v7kJ7WdzlrhaZs8prSeB4wfD/TunW78riyzx9M2ebLM0zZ5ssyzHuU5+WQy5pMmz7RoXVmmy9MKVHvVXMnQ2Gh+0tpqSGpK53jaE7fjaU/cjqc9cWeZp23yZJmnbfJkmadt8mSZp23yMGbHSavVhpgcHBwcHBwcHBwcHBwc6htWL1p33dWc9tRT06VzPO2J2/G0J27H0564s8zTNnmyzNM2ebLM0zZ5sszTNnmsQbWPeisZxowxPzd/+eV06RxPe+J2PO2J2/G0J+4s87RNnizztE2eLPO0TZ4s87RNHsbsuB5c9QRUMjidVnt42iZPlnnaJk+WedomT73wtE2eLPO0TZ4s87RNnizztE0exuxYtFp9PdjBwcHBwcHBwcHBwcGhvmH1orVvX3PaMWPSpXM87Ynb8bQnbsfTnrizzNM2ebLM0zZ5sszTNnmyzNM2eWyBRyfGdmLSpEls7ty51U6Gg4ODg4ODg4ODg4NDVeB53jzG2KRqp6McWH3SumyZOe3BB6dL53jaE7fjaU/cjqc9cWeZp23yZJmnbfJkmadt8mSZp23y2AKrF63Fojntli3p0jme9sTteNoTt+NpT9xZ5mmbPFnmaZs8WeZpmzxZ5mmbPLbA6kWrg4ODg4ODg4ODg4ODQ33Dap3W1tZJbN48M53Wri6goSE9OsczXZ62yZNlnrbJk2WetslTLzxtkyfLPG2TJ8s8bZMnyzxtkwdwOq01j1WrzGlnzkyXzvG0J27H0564HU974s4yT9vkyTJP2+TJMk/b5MkyT9vksQVWL1o3bzanfeyxdOkcT3vidjztidvxtCfuLPO0TZ4s87RNnizztE2eLPO0TR5bYPWi1cHBwcHBwcHBwcHBwaHOwRirmwDgGADLACwHcG4U/ciRrcwUzzyTLp3jaU/cjqc9cTue9sSdZZ62yZNlnrbJk2WetsmTZZ62ycMYYwDmshpYy5UT6uak1fO8PIDfAzgWwCgAp3ieNyrsm+3bzfkvXZouneNpT9yOpz1xO572xJ1lnrbJk2WetsmTZZ62yZNlnrbJYw2qvWo2DQCmA7hXeP4hgB+GfdPYaH7S2mpIakrneNoTt+NpT9yOpz1xZ5mnbfJkmadt8mSZp23yZJmnbfIw5k5aexp7AFgpPK/qfufg4ODg4ODg4ODg4OBgKQy9+9QPPM87A8AZ3Y8dnuc9b/jpQM/D2ynSOZ7p8rRNnizztE2eLPO0TZ564WmbPFnmaZs8WeZpmzxZ5mmbPAAwwpCudlHto17TgATXgxHjKNyU1vGsDk/b5MkyT9vkyTJP2+SpF562yZNlnrbJk2WetsmTZZ62yROXtlZDPV0Pfg7AcM/z9vY8rzeAkwHcUeU0OTg4ODg4ODg4ODg4OFQQdXM9mDHW5XnetwDcCyAP4C+MsReqnCwHBwcHBwcHBwcHBweHCqJuFq0AwBi7G8DdMT65pgK0jmd1eNomT5Z52iZPlnnaJk+98LRNnizztE2eLPO0TZ4s87RNnri0NQmv+56zg4ODg4ODg4ODg4ODg0PNoZ50Wh0cHBwcHBwcHBwcHBwyBrdodXBwcHBwcHBwcHBwcKhZuEWrg4ODg4ODg4ODg4ODQ83CLVodHBwcHBwcHBwcHBwcahZu0erg4ODg4ODg4ODg4OBQs3CLVgcHBwcHBwcHBwcHB4eahVu0Ojg4ODg4ODg4ODg4ONQs3KLVwcHBwcHBwcHBwcHBoWbhFq0ODg4ODg4ODg4ODg4ONQu3aHVwcHBwcHBwcHBwcHCoWbhFq4ODg4ODg4ODg4ODg0PNwi1aHRwcHBwcHBwcHBwcHGoWbtHq4ODg4ODg4ODg4ODgULNwi1YHBwcHBwcHBwcHBweHmoVbtDo4ODg4ODg4ODg4ODjULNyi1cHBwcHBwcHBwcHBwaFm4RatDg4ODg4ODg4ODg4ODjULt2h1cHBwcHBwcHBwcHBwqFm4RauDg4ODg4ODg4ODg4NDzcItWh0cHBwcHBwcHBwcHBxqFm7R6uDg4ODg4ODg4ODg4FCzcItWBwcHBwcHBwcHBwcHh5qFW7Q6ODg4ODg4ODg4ODg41CzcotXBwcHBwcHBwcHBwcGhZuEWrQ4ODg4ODg4ODg4ODg41C7dodXBwcHBwcHBwcHBwcKhZNFQ7AZXEgAED2fDhexnRbtwINDenR+d4psvTNnmyzNM2ebLM0zZ56oWnbfJkmadt8mSZp23yZJmnbfIAwLx5895mjO1mRl2jYIxZGxobW5kpWg1JTekcT3vidjztidvxtCfuLPO0TZ4s87RNnizztE2eLPO0TR7GGAMwl9XA2qyc4K4HOzg4ODg4ODg4ODg4ONQsrF60DhhgTnv88enSOZ72xO142hO342lP3FnmaZs8WeZpmzxZ5mmbPFnmaZs8tsCjE2M7MWHCJLZw4Vwj2g0bgN0Mbnqb0jme6fK0TZ4s87RNnizztE2eeuFpmzxZ5mmbPFnmaZs8WeZpmzwA4HnePMbYJDPq2oTVJ62vvGJOe+yx6dI5nvbE7XjaE7fjaU/cWeZpmzxZ5mmbPFnmaZs8WeZpmzy2wOpFq4ODg4ODg4ODg4ODg0N9w+pFa69e5rTDhqVL53jaE7fjaU/cjqc9cWeZp23yZJmnbfJkmadt8mSZp23y2AKrdVonTZrE5s4102l1cHBwcHBwcHBwcHCwDU6ntcaxfLk57QknpEvneNoTt+NpT9yOpz1xZ5mnbfJkmadt8mSZp23yZJmnbfLYAqsXrZ2d5rSrVqVL53jaE7fjaU/cjqc9cWeZp23yZJmnbfJkmadt8mSZp23y2AKrF60ODg4ODg4ODg4ODg4O9Q2rdVqdn1Z7eNomT5Z52iZPlnnaJk+98LRNnizztE2eLPO0TZ4s87RNHsDptNY81q83p73yynTpHE974nY87Ynb8bQn7izztE2eLPO0TZ4s87RNnizztE0ea8AYszY0NrYyU7QakprSOZ72xO142hO342lP3FnmaZs8WeZpmzxZ5mmbPFnmaZs8jDEGYC6rgbVZOcHqk1YHBwcHBwcHBwcHBweHOke1V82VDMOHm29B3HtvunSOpz1xO572xO142hN3lnnaJk+WedomT5Z52iZPlnnaJg9j7qS15lEsmtNu354uneNpT9yOpz1xO572xJ1lnrbJk2WetsmTZZ62yZNlnrbJYw2qvWquZHA6rfbwtE2eLPO0TZ4s87RNnnrhaZs8WeZpmzxZ5mmbPFnmaZs8jLmTVgcHBwcHBwcHBwcHBweHisLqRevOO5vTnnRSunSOpz1xO572xO142hN3lnnaJk+WedomT5Z52iZPlnnaJo81qPZRbyXD2LHm5+YrVqRL53jaE7fjaU/c1eb5xhuMrVvHWLGYHs9aKctCIVy2epCnXnjaJk+WedaiPKq2XIvprDWetsmTZZ62ycOYHdeDq56ASgan02oPT9vkyTJP2+QxpS0UGGtqYqyhgbGDDqLnNOKvhbIsFEimMNnqQZ564Vnr8vBFT62nsxZ41po8urZca+msRZ62yZNlnrbJw5gdi9aqXQ/2PK+P53nPep63yPO8FzzP+0n3+709z3vG87zlnufd5Hle7+73O3U/L+/+fa9qpd3BwcEhLjZsK3P5MwAAscpJREFUADZvBrq6gCefpGdbsGEDyWSjbA7xUCwChx4KDBsGLFsWz4q/Q/Xh2rKDg0Otopo6rR0ADmOMjQcwAcAxnudNA3ApgF8xxvYD8B6AL3fTfxnAe93vf9VNF4qddjJPzH77pUvneNoTdzk8i0XgrbcAxtLjmQatK8ue5zloELDbbkBDA3DggfScRvy1UJaDBpFMYbLVgzw9xbOrC3j++dIFXU/Jo+qX0sojcdGzZYv5oqdWy1LOq333VZddJeKW09ATecTbci4HjBsHDByo59nVBSxeDKxdm6wu1Vq7rOe4HU974q4UTxvgMdVsuqcT4XmNAB4H8HUAdwHYnTHW5XnedAAXMsaO9jzv3u7/n/I8rwHAOgC7sRABJk2axObOndsTIjg4lICfODz5JE0C5syhiYBDdlEs0iR+0CDA86qdmnRhs2xpoqsL2HVXYONGoLkZeOcdWuxXEmLZMOb3S9OnAzfdBOy+e3plxhhwyCF+v/fww/VbH+Q+/P77aeOpp8uup8eRHTtosbppEzBgAPD226VyivUYANrbqazdGOfgUJvwPG8eY2xStdNRDqravXiel/c8byGA9QDuB/AqgPcZY13dJKsA7NH9/x4AVgJA9+8fANg1jP8rr5in5Zhj0qVzPO2JO4pW3IkX6aKuWdkge6XjPvpo/Ul1Up7VzKPjjgMGDzabxNdTWRaLwMqVwBNPAIVCz8RdrzxffNGf6G/cSM+VjPvoo4EZM4A99gAOPpja02OPUb/02GPA0KFAWxvRmSIsfs+jhdWqVUDfvuYL1losS7kPf+yxYNk98oi+b0pLHjENjz1mdnJdbh69/DItWAHggw+Al14iOn5DYPNm4Gc/8/MCCI5xYr8Q1n9Xq13ydGVpnuJ41k/cleJpAyq8RxgOxlgBwATP8z4E4HYAI8vl6XneGQDOAIB8fk9M6t5TOOss4IADgG98g57b24HLLwemTaPnZcvo7+mnU6cMALNmAbNnAzfcQM8zZwKvv47/z/PII4Ef/Yh2lQHambznHuDkk4Hly4GlS2kiN2sWcPPNRHPBBUCfPsB559Hz8cfT1RrOc9gw4F//Ak44gQZ9gNJw5ZXAnXcSz/vuA7ZvBy66iH4/6STglFOAT36Snvfbj3ZGjzmG/gK0A3rxxbRTDAC//CXFe/nlxPM3vwGOPZb4AMCYMcB119EkZ8sWerdjB3D22cDjj9PzlVfSt7/9LT2fcQbt3H/xi/T+618HrroKmDqVJrL5PPDMM/T+uefom23bgGuuoRBWTo89RnnUrx9NFMLK6d13gUcfBb73vfByevZZP99vvz28nNasoQH52GOD5fSJTwAPPUSD+LRpwJtv+jwvvhgYMQJ44QXidd11wGc/65fTa6/R36hyevlln+epp4aX09KlNLGYOZPyTFdOK1f6PCdPDi+npUuBJUuAp54KL6cNG3yeYeXEy3LmTGDIEH057borTYSGDCF+I0boy4nzPP54SpNcTmJ76uwEfvITak8ATb5U7Ynz3G8/4MYbw8tp0yY6sbr88vByeuIJP4+efjq8nDZsoHz/4hfDy2nePJ/ntdeGl9PKlVQ/eL+nK6cXX/R5hpXT0qW02Nm8mcqK4+WXqazEcnrtNZ9nWDnxfBf7PV05rVnj8wwrJ85T7Pd05fT228F+T1dOnKfY7+nKqVDw21NnJwI4+WTgBz8ARo3yecrjk1xOS5fSpqw8PonldOCBwP/+L/DAA/5V1sceI5nlRcSTT9IC8447SscnVTk9/bSf72HltHQpcP75wFe/Cpx4Iv2+77403px2WrCcFi3yeYaV09KllA/y+KQqp2XLfJ5h5fT88/RXHp/+9CegVy9qM8UicOutwXw78kha8G/dWlpOvCxV8wixnFavpvajm0cAQEsLpcnzgI9+VD2PEMuJf6ebR4jlxNMpziPk+nHaabRwFU9WZey0E7W/447zea5aRafR/fr51xjFclq6lMZh3TxCLCfOUzWPEPu9pUuB668Pn+8tX+7XG14/wspp6VLghz8Mn+8BNEe67DL9POLQQ4nvcccRzxNOCJ/vAZTfd9wRPt/j/R7Po7D5HgCsX0/9R9h8TyynSZPC53sAzX2A8PkeLyfOM615+ZAhPs+szcsZA7773fD5nlhOdY9qW4LiAcAFAGYCeBtAQ/e76QDu7f7/XgDTu/9v6Kbzwng668HxaVWm7gsFxtrbGQPob5TV00qks5bySMS6dYx5HuWN5zE2blzw9zA3IHHSaeompRbyM8r1iSm/desoXwGyZLluXflpjENbrgVOVR70ZDo7OxlbsiTYXk15trQwdsst5KJn4ULG1qzxZRH58rrJy4mHW29Vp9OkHtdaWSah27aNsdtuY+yddxj7yU8YmzjRl3316mBeiVZa04ib99e5HMUrl40uDBnCWFdXON916xjbvp2x/fePpl21irF+/YLy8bTl86VjSS2W5bp1lNawfMvnGVu7Nv24RXR0MNa/P8U3YAC1wXJ5htEuWhSUcckSxkaNCs8Hz2OsrS3YLzQ0BPtvuV+sRlsX0wWEjytpxa2yyFyL9d3xrI24K8UTFlgPruYidTcAH+r+vy+AxwB8DMAtAE7ufv8HAN/o/v+bAP7Q/f/JAG6OimPiRPPS3LQpXTpT2kKBsVdeoUHPZFGSNJ1hCwlOqzN1/9prwcFp1ark6ZQn0tXId56GDz6Iz5Pn444djC1YwNizzwbzZv168wVmWDo7O2ni8MYbjE2YYO4mJY38lOvKpk3RC1HGKD9XrKBOlE+YV60q/cY0jV1djE2Z4sseFnfa7dKUrlCgBd3LL/ttWG5HnZ1+3iVJp24jKYxnZ6c/yW1upueODsbuuIMWoWH1aNs29aS0rY3Kt7nZ5/vee1ROO+0UpJ02LbjQLRQYmzHDz5OOjmA/ECVPVB6VQ8fLkJdfuTy3bFHnXy5HeTBlivq3NWvSkWfVqvDFRVjI5ahsZIgblya0bW1B2oYGGkd+/vPg+zVrzGQylT0prYquUKANhtbW6HxTbeamKc+SJcH4liwpn6eOVi6/piYa75YuNatDK1cSz2Ix2A92dfnPbW00vr33XrDtmaZTbrNxZO/q8vuw/v3Vmy+qMdAEuno0b56/uZ3LEW/TMbie5pxyvvFyWr06GF+ttfVai7tSPN2itZyIgXEAFgBYDOB5ABd0v98HwLMAlncvYHfqft+n+3l59+/7RMWx++7mi9Zzz02XzoRWnAh4Hv0vTvTSSmdnJ2PTp9OO8LRppZ00p12zpnRntKOjdFB65pl48Yvp4BPpfv1oIBTpwhZGsjzyCZL4bVgeiTvWvXtTGkxw7rn+YoQPPqqw227mC0xdOjs6KH9U/MVJniq/yq3Hqo2LH/yA6o9OLj4w7bGHOs0zZgS/MUmjmNdynS1H7ji0Ojp+itbRwdiBBwZlPfBAmoyJO/kTJtBEpa2NsXPOMU/nzJmMPfggfed5dPrJF5+trX55cJ48X7q6GLvvvmC6rr02+MwXsir8/e/6+i2HU05h7NVX1b+J9WXNmuBvjY1+P9DREaxzcfIojfouLsba2hj71rfMJnMqnoUCY3vvbZ5/Yujfn9paufJMnZosfh7uuaeUr24h/J//lNLKZQ0w1qeP+vunnvLzulpj8Lp1pXWus5P6HdM8a2ggucV+KU15CgU6YQXob9KxxYR23Trqr+S6aZoXEyeW9kk7djA2Z06wX5RDW1v4/IenU1xUe17pmBQlu1yX5U14cQzkczLTPkmOu1AoHSP4Zo/pGJxmfxiVd0l4cpxzTulmrbzRxU/ik7SNqI3zMJ6m80NTfjLOOcfssKIn5ykquEVrjYdavR7MG9DataWDg+fRTvzq1WZXSqOuIRYKpVfEpk8vvZYl7662tRHPhx4qHVxGjYru6FSyz5sX5DNmDGNjx5KsK1fSJCGXo8l5R4e/Q7d6NV27XbuWBj8+gDY2Ep3cyYfle0tLMA08fpMriyZXxXjI58OvHRUKFPecOaULsgkT9HzffJMGgwULKL+SOIAvFCg/VTKLMuZylDfyAvrNN316viEStpAH6IROzEueDl1Hv2ZNkOfq1f43Osf3q1Yxtnhx8GRTJ3tXV/Qgo8pL3SmkaRg7NpgWXRpUm0UAbbT07Rt8N25csP3yBWFUWLBALfeVV8aTqVcv/W+5HLVb+UqsGO65p1QeE4TVYxlh1z/lPhgwU4NQ8VRdlY4Thg8vXx7TPkoXrrmm9FR/0iQ17fnnl7allSvN4+KbtT15XZJvorz+OrVHgNoU38CMu/DnMsgLnbTl6eiga9mm41UUeP8j03Z10elq0vqTz/t9El+w8gW3qq2JIWzDl6dzxYrSb1as8MfSKNkXLw5+/9BDwfyU21BDA+VHErUo3WbPmDH+vItvNPI2JF+rNu0Pxfh1t3MWLCjNO3meIh8KyDx1Y+e4cX6683m60aOSfd68+KpR4il9VP2QYTo/NOXHefI8KBSofuTzNHcPu8nkrge7RWtoqMVFK29AvILrTtQAdeOU9U91DZnTvfhiKV+5o+ITfpGmqYkGyaefVqct6oqwSnb59CcsqAY3zytd0DU20iTJpJMPm1BGTVJbW6mDUl3t40HeHNi6Vc2LX5UUB3l+zU4ekOVw773+1Sbxe65TFbVRwjt/Xf2SJyy6ydsHH9C3pqcRc+YEJ0l8sasbhORFzrRp/vcqPSkxzZ5XqjPHdey4PHyQCSt3VV7ecot5HVaF/fbz06O7QswY5Zcpz7Fj6Rp53LT061d62loo0ISqHBnlMGMGLRB0v193XWm6VGUiTxTC6rFJWTJG+pm6dIm3Gkx57thRfn6VIw+/kllO/Lxd8FOvqD6puTnYjnVjRlh47bWe0QtXXXMW5eabpXHSPncu9b/iKWI5Cx0VVLeyVq3SX/GM4sn55fOl6YwrvxymTKH4ef8mbxRHBZ39Ai6TPI844AB/kZnPU3xh6OwMzi/kE8euLn+RLYYkuq9z5+rlbGz054IDBvhtaPv24MYxv2Ej3y7Txa+aF6qu7AO0WSNumnd2BtU/OjuDPPN5v73zPqKri/7KGx18Q0gVTNoGH9cbGmjclsf9qLznkG8QivPDsI1j00Wwqr3o9M7dotUtWkPDiBHmpfnII+nS6Wjj6Bvl83TVkJ82rl3L2MMP609qV63yG+BDD1En96UvlfLlnZCYziefLKU74AB92hob1fqKXBfzn/8s/S2sAy8njB4dPHV8+GF1eah078Rw88164yK8LOfP139//fXB55tuUvMSjTfxMGcO/XbXXeGy6hb+EydS3vN08kUaP3nknSzPJ1Xnz3VvTPL8/POpfkWdsPJJwcqV/iRp7NjgYldlyGTt2iAPnlZRT6q9ndpFWL164AFa0IUZpHnjjfAyF/HEE+XV1S9+0d9NFycm8gJ+82Zznn/+Mxk+SpKeefNK66aOdtiw5HLfdpv+t4svLn0n1wfVREGcqEZNKB95RD1BefBBfbrEGwWm9UPWPUwSTOXRoVCg/AvbYOPtkv+vOlnjeR2WRzL9mjWMjRgRX+ZrrgnKJC6q5EV8OWOwqu8Vw5w5pX1PVLjvPr9fEk/oPE9toClOWYrpVp2g6654ynkp1/uwK7Jx5ZfDjTcydvvt4VeBw8L06epFBJdJPsHbZ5/g869/HZ6XqkWGOBbKt3z4QodvlokbZ3K+ymUp3yKRy07Oo4aG0g3L/fYLXg3v7NQvth55RL2xG7YR8e1v00J52zbGLr00+NuCBaU8ZRmam5Pd7njwwfCFq67Ot7eH1w/G/PnP3LlUdvzbAw5g7OqraY4qzotUG8dyWfI8X706mL+rV5fefgIojrA0RqESaxK3aK3xsM8+5ovWG29Ml05F29kZfrIqBxXtRz5Cu075PGOTJwc7V37CNH16+OIsl/OvIHd1MXbFFeZpkvm0t5Nc/LqV2HhnzKCGy3f6dFfM4oR999X/NmIEnQrMmhXMd34dTDaapAriqaeqLMM2HeTJ0HPPqetFsRg8ac3lqBxMrp6GLb7692fsb38jWUU9mv79g2njhpIOOohOhpYs8TvwOHUznze7ijpxYunJufwsT7y6uvxTUT4xk407qHaOk4S//a20jAoFxv7wh+Dg2NmZfCImhunTg1fmuIVVwJ9kxFmE/u53lLYkabnrrvC6mVbQGScCaJIpv5NPwOWJ2JtvBum3b1e3NY5//MNfBIm6czIfMdx7bzhP1Vgg6h4mDfl8tK69yTjU1aU/5br66uDz3LmM7bVXKV1Dg9l1Xz7xS7rgefXVoExhi6pyxuBiMfzkb8cOohk/3jztfBO4UKC8EjcATK6Zm8hTLOpPiLkRLxVP8YRMtA0gn4YvXOh/G3b7wCQ0NTH2+9/77S3Ot42N+rp/443+pnjYPErVn3OodEwBXx2KsdJbPvfeS5u0O3YE+xDVLTexLLkKkC6d++wTzB9+qrp1q3oRxMOiReq4+Zgll3mhEK6eERbmzSOZKjUuhFnCLhYZGzlS/d22baULd7HOm8wN+vQJjudjxwbHB3EeKeap2L6nTNFvCKjsRpTTd5VLxxhjbtFa46HWrgebnmL1ZCh3gsUbblQcsgXipGG//aJpxKsnYdfBdOGhh/wy6+ignU9elnH0te6/X6971NHhL9x451bu1VOABn2T088+fWiTgZd///7R+kZJg0l6xJ1ucYDo10+tw1XuFTYxXHppqe6P6uqprA9UTn4sWRKcsPD/BwygiWWc676jRlH6ZGNLJuEPfyitm2nmLQ8PPKCfiKnatHzaKFsilU//xDargrjbzuvbQQeF35x48MFwnmGuhhYujLdBKYco67Cm41BXlzod8pVf2cVJ//7xFqK33UZlVCwmu15+771BmeTTNHFRVe4VO52+OOAv/uKM1aKagjwWRrnqiiMP1+FW9UPy5J/zlE+rpk9XbyCJNgdUdiyShOZmGlPCNtBVQba5wdHS4o9XYYs6QL3xzPNDRd/S4m88iPOFsE1Z1Y0lUf8zarwYPjz4bDr+rlihVpHhY1Z7u78w51fJ486BeFiwgGQS5ytph7C+btw4dbw33aR3IVSuXQHAX5zy09e1a/UbMGGbYLJs7npw+SGXkrtXBwO89161U1CKDz4on8ezz0bHMXp0+fEAvhPvMGzeDDz6KDmDf+st3+myKYYPp787dgCNjeQQfN48eo5ThkceSQ6ui8XS315+2X+/cSM5g54wwYzviBH637Zupe4yCtu3A3vv7Zf/pk3kXNsUTU3mtLr05HLkRLyhATjwQGDQIHq/YQPwxBPkoHzLFnJS7nnBb+XncnDeecFy2rABePJJ+v/JJ+mZpzcNTJ4MjBpFfzkKBfq7eTM5fj/pJDNeTU1A3770/44d8dPCnaeL2H13oF+/+LzCMHAgsG2b+jdVm25spG84PA+YM4ccuz/8MDlqF7HvvtFpEOtMVxeVra4e5fPkwD0Jcjn6fvv2ZN/360f1Iw3k88DIkcCiRaXv29oorW1t5LS+qYneT5sGvP02sGAB8OCDRB/WN+XzwCc+QXnpecD8+fHbSj4ffOZ9ge65HIT14bw+DBlixkvsuzZsKB0Lx49PL+25HNCrl5rfBx8AL71U+n7gwGDZPfsscOONpXTvvuv/z8e/crFxI/WpHR3xvnv2Wb/PFbF9uz9e6foSjieeUL8fNEhdlxctojg3bACeeoreeR6NpzqMH186dgEk86GHAi0t4WlsaAj2s6p5ggpvv+1/19hIY8f69f6Y9fjj/v+M0fPjj5vxljFgAP395z/N0xcHUX1dr17AlCml7/fbj+Z4XV30d9UqoLOT5B04ENh///LSVSjQWNzeDgwbBnz60/oxcf589fumpvT6cQcB1V41VzJ8+MPmWxBXXJEunYo2zBiJC+mHAQOS5fnKlVResv7oLbfQyYW8+7rvvvrTRN1Oe6EQ3IE+6CA69TJJ39NPh1+T7okwZoz5Vdn2dsbuvjv4juuq8evJ8tVgvqPep49az7hYTO96sFxO/FSPX6EWryXHcf2gC/w0p6srqNvLr0GbXuVqbKSdYN7PhF11jUqLiM5Ocr3y2mt0Req++8q7GsZPTnR1VnVdL+qEKuwkToVf/9ovU/FUW2Vk6PTT9brtIlRjgXhLYMAAii/uiavupCkq7jDatWv9PorrWsrX6379a99YG3ezxI2uTJ6sT+9995XG2dFBeqqmMnM1FQ5+HZb3E+JNiHLGYM5bZWBOvCJqeh2ypcWvK8ViqQpMlF50XHl+/Wv1qZlsvOyKK4Knbzzk83T9NKwfiHObiKsa6U6bPC9+39HcrG5/v/61eVvi1uZV6OwkK+xyORaLQR+uJqovsju2K67Q63/K4cILk6lMLVgQPH3M56k+t7fTe/lWSTnhhhtKdYbTDDpfz2KZy+N8U5P6JgRXV0t6qqwKvByTnDIvW1YqT7l9Vzl0jDEGC05aq56ASoYxY8wXrS+/nC6dilZWsO/JUI4RlXoOSQzULF6stqLKrWree2/w/YMP0qA/alQpL53RAMYYe/TRoDEZUz2quNYYKxVMJhD5PE0g5AX5ZZeVGkLgky5x0OcuU1To7Exm9EUVZOMfhQIZJ1MZGlu4sPRK68yZ0XHkcjRJEXmKlg25QSrTRevEiZRO3s/E1SdUbQh0dpYa/dC5hTEN8+cT75deUl+LVrlGiHJlI19hjrL0+/LLlFdi/Pl8qfuLyZPVkw0dTxli3c3no31T6upJ1JXSuOOQaCiI67npeKr09rkbE1V6V65UG4WRy4gvYFav9ieWY8bQ98ViqUw6YzPljMEcsr6vymgSN+YSZohK3lyJu5kSV54nn1S3xXvuCebTyy/rF09LltDClVvd5X0Sz2/5qriu79i4ka4mcjUOHW2UcUFVXVPV/5dfNrNLMXJktEsgebNq6lTfVkIUf9lIk5hWua2F8fnXv8z6AvldU5N683TaNMYef5x0euPkd1Q5p8VLF2bN0pfXk0+q63ClriqL4YADfMOVSXxf77dfaT+bRt+VlI4xxtyitcZDrem0dnXFr/gulBc++CAeff/+1NGE6eDKp6p8p1N2xxNlPbK11T9N4Ma1TNNpoidaCyFs53PKFLVe0NatQfl0xkzS0F0B9JP4sLa+Y0epm4WoHd5Fi0pdVq1eHbR83dWl5zN7dvCZ5xnn2dWl1vXSTTxUiyPZ+u2SJfGMcKjouBVF7jZKdN1x0EHq086o00bxpF08IdOB55GsGyu7n2pujnaZIfOU0yXzj7vz39amd2USFncUbZSbKU4nW+Pmp52qcurXj+RT8SwWfddSokwq66xp+U+MQ9vV5edHU5M+v3ldU/W58imw7H5LZYylXHl0m5ZtbX7+87Z20EHBdOfzfnpEF2Side62tuhTRm40KI3+Vw66jd7WVgpR3/ftG9538H5XNGrI+1LxRoIuyIa2xLSKOq1RFrxV3hk8L8i/b19zv9v5PG2c33hjZcqlkkGsu3KZx71RFeb1Ik7o25fKY+xY0gNPslAWdcWTtPU06RhjzC1aazzU2qKVMbJiWe0OIkshzhU1wD8VivudLmzerK8fLS3+gqW9Pd3rrtUM4q775MnRi3HROrDOwrbqJE13RTiXo3h1pxIAnZ5wN1K6yWpUW+dGurhDe9GqcS5Hi6EpU/wT+mIxOKkRFzNTplDdW7RInV9TpgQXWGKeJTVAsf/+pbLLFqy3baP3a9YE81J1wv3AA6WTPtEomij7mjV+3uuc0EednnLDNFELVrks5RM8+WSJG7aKw1NOl8hfPL3J56M3xHSLQJO4w2hVrjBUdLIhnltvJVl0J/lRPOXTUhWfMP/aaciug7hwi6Jbu9a/bjt1qm+BWoZ8dVHl+iJOGmXabdv0CyveZsS2tmSJ33ZVG1W8jMQbAmn7ao4TdBu9ca696vzIy5Zlczm/rXFDYlyNIKyN8nyS0yr3M2EbVrIhpnIDv9Yc5mFADCZGLXvipJXnpc736nPPxeP105+mn76k+SAb83OL1vKD1YaYuIESE4wZky6djvbTnzb/3qF8/OpX8ei5QQWdEYWWFjIaMmAA/Y0ySKQyegGQUYMVK4Cnn/aNwmzebJbGWlHu1xlb2bLF//+553wjQ2F8Zs0iYxJLlwa/51AZzPE84JFHgAceCL5/8EEyptG/v9p4RK9eZHhp6FAyOqQzxhPV1nv3Jj75PNHmchSefprifeYZ4F//AlavpnR6ns+TG5viePZZqlvjx6v7rX/+k3g/+iiwZg2Fhx8O8hw0SG20QoclS0pl50ZI5OdBg/y63tRUatgHIIM/u+0GNDfTc79+ZOCF1xOezlyODN3wvNcZqmEsPP25HDBxoplRLrEsczlg8GD/uzFjfIMjAwaojVNF8ZTTJfLffXd6bmgAZswIb+eMUV/A+wSVQZqwuFUYPZoM0u22GxmNURmPEXkedJBfZrkccMIJJMvgwcHfOCZNCucp5gVAz+3txKe52f924kQzecodg0XwsjKh2313MgZ20knULoYMUdc92YjTbruVl0YRo0dTn6NrG2Kd5ukePZqMbTU00F9VGQ0a5NeNyZOB5583S08+D0ydmt6Y1L+/Pr/22sucz/r16vdvvRU0SsQYGRzjfann0fgR1o8y5rflwYP998UiGYTjZSMadVJh5EhjcQLQ5fXGjfR3wQL9t+PGkYwDB1L/H4Zf/CL+/CkpdAbLRo0CTjstHq8oA1hJkNSonmwQKs2+KwlPK6BbzQK4oMywV7VX5K1xtiB6CJ2dakfuAGO9eqWzK1SpIBsvsDHw61w6f6xTp/rGJ1aujL42OWOG/mqreKKm2h1tbCS3OfI72cdeTwbRiM3GjXRaVy7P/v3906W2ttKT1ilTwk/TRN+YXA+T6xTx3WeATl+53+BKQDyNEXfvVejqimfUKcywiIjt24P5pzsx0N0AkPVp+YmFfDV01apSw09r10af5qn0FEXjJzK/nkJnZ6lBsDQhyq0y6MXbFS8v2TdxOfGK9ZH71I66fizeIpD5rV3rqzW0txONSvc0Kl3c6FPcb2sdO3YETzajfO7GQdhtimnT1Pko32zQgZdJZ6d538QNEZXr21VsBzp97kIh2tUND7rTbbnPmjq1NE/ksVkM/FaUnJcqf7iiqoBqXGtrS2bgzvPMrklH8ZBd8sh529lZqiqQNNx6K/FTGd0D1MaYVC6kosLkyfFPZisVotTDqgFYcNKq/wEoAih0/40bCgAOq7ZwTU3mi9aDDkqXTkcr64yJIYkfSFN9hzRCT10V6YnwyCP63+bMUS9aRcujgG+EIiwenVGVYpEWWFyfVTbuxIPq6uRNN1Uv38QrZCY6TXHrp+eV5kXU9TrGaAJw223+pFy8PvfAA1SefKJRqbbOJyjt7fqrg5xn2MRIFcIWrZxnoRC0RhwW+HVmGcVi0McfX+jImyoLFxJtc3Pw+rOs0ynmgZhHOsNbPIQZMFPJbkqnM+5TDs8ktB0djN18s18HPI+xP//Zl1919TBJ3OIip6GB6qU8uU4qj8lis9zxsh55yuN4VP8VJ+72dnWfytUHZJ7ypoWqzcvxx/HTzDem1q1TX1k2uYIq8grbqDnoIMaWL4/mk8vpN5/mzAnSqq6k66xLt7YGF6tiXyL351OnUrlzQ3bFIm38yXmkm/N5HvnqHjtW/XsaBggXLdJfM58wgeRT6bGH5bvut8WLqa/RGTRS2ZWIqoe68VN3PTquQbByQ79+pZt+1e67srBo/TaAj8QME7u/rfqitRZ1Wjs71RW8vV2vz9fToacWp5W2AJfEPUk+T+nSnSDKejVRVuUOOEC/+83LOqzMV6wI5lNzMw1mlcgvk93bcqzpmQZ5NzzMJD638CmeAMsuG7j7kUoafBk3LvyEUeYZ12VPlEEvxuIthMPSKG7YNDTQRps8uRF15+TFi25hqMsj0TgTbw8mLmdE2U3odBN4+ZS10mOB7BaH//W8Uh27cuPmxpA4z7Vrg3VENHgVxlMu0542mlQvPAuFUjcmsjGWcuLW6XX26RM0+GSqx6yK39R6uVhPyz1pffPN6E2Qlhazk9ZcTm/8aseOIK3K6JqqDAGaT4hGrMS+ZMcO9Q06fvNH1m/lBpd0i8L29niuh/r2jec+h98ACBuDVq4s76SVz1vyecqnadP0cz5V3YxrDV/MW/nd1Knm9Tqt4Hl6uwEmcDqt6hCl0/o2Y+zNOAHAihi3kzMHnY5SRwf9FubMuifQ2Ai8/3483bikqISzahFbtwK33Rbvm0KB0vXyy+rfH388qNOVz4frUNxzj1rvafVqX3dTpcPJ8e67fj55HjmQ57oraWPePP1vuRzpoTU0UHqi9FSTIJ+nON57L/j+pZfU9NyJ+557+un54AP6nuvMeR799sEHvp5gZ2f6ae/VK1xfUAZjvg5sFMaODepO6TBoEOlZeR61Y45cjnTx8nn/3eTJ6jQWi8App9D/nkeyjBwZdKyez5NOFIessyjrdHLo8sjzSKeZY8sWvU5aOXjrrVJ90a4ukmXsWGCXXei50tiwgeLnDuwfeADYtInqRLEI7LQTvTPR1Y2C5wEjRgCrVpHe3uDBVPYczz2nH5M4eDsbNoz0KSvdb9czNmwo7Ufffz89/g0N6vfbt6v1UAcO9PuCxsZgu9XBpE8CgJtuojrFGHDXXWbfcIh1e9o04MMfVvcZIrZvB7Zti+ZdLAIvvqj+7d13/X4wn1e3d1UZAtRGFy/2acS+ZOlSta76Bx9QWt56C3jsMf/9xInULt9+u/SbxkbSq33rrXA5RWzbZm4TA6A8Ovhg4Ior9DQnnKBOnwn42AtQP9fVRXYbdHZmRo0qHY922y1ZHzh2bPC5pYXKyLRep4X+/c3am0NM6FazAKYC2DXuKhhAvvvb/tVekbe0mG9BRJmlj0uno9XtHuXztLPVE65Mwk5SuU6JqJ/HTwJyOdqxmj69/DT0hJxNTenp2vAQ1++r6oSsUDC38LdqVdCaKNeJq8SJfFi94Hq8lSqrMWP8K7Xy1WydFVnVtdLmZqLv6iqtv+KueNL2G0ZrcvWU8zR1QO950ekQf+duTXI5Ohng15VXrfL1fsUTAxniaS33kavSo1u8uDTuKITlkWx12FQXyDT+jo5SVzvFotrFT9pjAb8NwGVWucWRr9ovWZJO3Cpa0dWLeKIbVifk07qeGi/rjaesq97cHK0nHSdu2TKxGMRryJynSV8qx29yCySfJ1l5fxO3v582zVeNMdUj7+jQ2wORg27M6OryT/ymTlXf4glz8fXQQz6N2IZ1NjB4WuR5X0MDfaPzibtkSakV76gQ9+ZaQ0O4SlpDQ7iPYjHIJ+BtbaVj77Rp+nmfytpzUpd28jyG1wVeZkl4JikD1elxtfsuWHDSWvUEVDIMGmS+aD377HTpdLQ6fYm2Nr3rhzRDv37h105kXTLRYMYZZ/huSZ57Lp5OnhwmTtQPjGktyPL5+Er5jY16PUzuxsS089Lp5YUNcHKHu3YtY9/5TulEf/v29PyRpR2am6nDHjUq3ndcf1K8RjVkSLj/RD5xGDqU2o+8GFAZfOmpth5G19XlLyLDNnB0Pmp1cYsLjFzOzxOxrYYZOxHTNWAAPauMRvH8TSuPxLLcYw9zwzym8Z9xRlAfmy+KZSNecWQyoePXCPlCmZelbJhJ7Fd4OsqNO4xWtXmg46nSU66FNlSLPOUr+lFum+LG/dWv6vsKcQF29tnqa65vvmkWf6EQPnY2N1N8pjr0cmhro7z5znfMZT/7bIrTxB2PamNSdUV3jz1K21qYISqRr9iGdIcR/fv7Rpn4fIf3Bd/5jlpdjG90bN1qnp8TJvgLMtMDgWnT9IaReNpFf+SqoFsoL15cOvbqDCs1NanVQYpFKp8k9UuUUezjOjsZ+/znK+dekM/tdYb0qt13uUVrjYda1GllTH23/qGH1IrnaVrsvfBCarTFot5H2MKF4fKIDup1RgJMOk6+0ygvEMeOLW8xLHcgo0erfwsb+F5/XS0b1zfj8okLAnkBed99el3WyZP1ed/Z6e9Ci749ReuPfCKcy8U3dNQTFqBzOdopfuCBeN9x/UlxIAzTT2LM10dsaaG/cfRKo1BJ/ZM1a8zqeZgcqrhF/VDP83WQRZ5h+pKqU7V160onJ/y3avjMjMNTpNMZiKqkTquJTqF86r5oUfSivad1o8J0WsNuGFRbh6tSPHUWecUFflNTfB/CUWhp0XsZEE/nua65TPPgg6VlpYt//vzwvumhh5KP1bkc1XNTP8uiTCYnig89VLr5Lo8tPMi3OnTGMlU6ihzFonpBls8TP77Zv2iRf6NIJw+3cG9i6JCHlhZa0O+7r3n+h22e87SvWRPfxonom1tEmN9a3eZOa2v47QJd8Dyaw4lzBz5vAigdsmeGuGGnnYLP3JJ6mKXuavddNixajW95e553akT4gud5/+V53hTP8zSaFw6A2g/ZgQeSHzhR3wgAduxIL94LL6Q79p2dQJ8+apooXbz2dvI91tUV7ucrzEcu15XL50t1eJub4/nXDUOxCLzwgvq3O+7Q6zh88IHa/+qkSX66p04l3Yk5c0g/VdTJA/T6OWvXkh6ZCrvuCrzzDunNct+ejAHLlpFP0aFDSads9Wry11ksxteBPuAAMzpRJ5Jjxgwzn2D9+lE8Bx0UL23Tp5Nuy4QJ/rtiMVyn9fDDiX7hQvL11thorldaLRSL5OvRRC9YpevDebz1FtUPEZ5HumYNDfTbs89SveV1dtw43yehCrvs4vNkjJ5FvTiOSZNqN3855DyaM8fX7RTlb2jw/eymDe7/EtDXSU6Tz1Noba2c7mixSH3QunWldScMop5ysUhjyLp1VIezqO/K/TzzPlm0O8Dr2YgR6eglcxSLNBbodPJln5ADBwbHsVyO5gAmZdXVFd5/53LABRf4fdiYMaXxc6hsPjQ2Un+9eHG8etPcbEZ71FE+32KR/h87Vv3tSScF348apR7/GxtpjFbB8/T2MyZOJP3Rww+ntn3yyX7bE/sHgMZO7ld5/ny9fL17B58XLKA4Xn01WOd087xiMbr9jx9Pf3U+Snv1Ur9fv17dl4b5rdW1E8ao7OLC82h+OnCgr7fM9ZABSke541dLC7Xz1atpXOW+2B0qDNPVLXxXNjwUNe8KANYD+Gq1V+QjR5pvQTzzTLp0YbSqnTyuj6I6hdVZDEwawnQlwvT97r47vVPQlStpJ2rChOCpbFz+ossIWa8i7LRXt8vWr5/eoh/3t8ZPr+TrfvxKUf/++ut9ixfr0yRaDuXfy6fv+by5PixA12vTKC/PY+y118xo+YmSTB91nXnhQpJb1pHatk2dlzq90KiTqp5s6yq6OC4lXn+9lIdsufKpp4K/y9Z4eb30PN+VgQ6yjtP8+er0chc8aeWRKFNUGk14RuVR0nQmoSsUqO+M8pG5ZInfn0WdsCfJd/Gkw/OoLxP9Fpvw5DdBeD2YOjX8JFnHU+UXt9rt0hTyOKjzRxxV5nHjjtLxE3Van3mmtH9csEBdVqr4w1zz8bEq6VjSt290/qnwxBPqMX7VKvV4zvlG9beq+HW6nirXLIyFnyLy/JLznuf7tm3BuUpcy8G6EHYLa8yYaHU0z6O0xJ1/5vN6XWFVHvEbZaobG3/7W/n5sGCBHz+/GcdVkVT+weMErov7zDOl/avKxVS1+y5k6aQVwJEA5gN4A8C5AE7oDj/sfjcXwIkAfgBgM4A/eJ73qeTL6fKh2yFSYenSdOnCaEeNClrjBHwrY0OG0GmmCG6xLg3076/fEQVoJ1eHt96i07Yoi7kmeOcd2pU66yw6AeKYNo12Jk3BT4D69aMTFBETJgRP7USoTrsB4NZbS63XcnR10Q7d3LlBC6T8N9EasM4K6ejRpWXPUSyW8pV37saPBxYtUn+vwne/G3zee2+z70aPDj4zBhx3XPg3H/mIf8o5cCBw7LHB3999N/z7XXdV78Y+/bSanu9Si7u6nkfv+YmQ6jSyJ9u6ii5sN3annYLPn/xk6emAaLnyiSfoNFWEeNoKkNVLgPJh8eJwa7HyDvlXv1qafwBZGC4W08sjUaaoNJrwlK178jzS1QnTdCahy+Xo9CGs3HM5anP77mt2UyBJvm/Y4FswZYxudIwf71tNjuJZLNLYJLbHZ56hWxW6NKt4dnVRWx87Fth5Z7+vrHa7NMVbb/mnY/zWkCh3VxfQ1gZ87GNmp4imcQ8aRJbSdRBPAZcupT540iQ/nd/+ttp6tyr+UaPoVFMHzjcJduwI3igzvRXz0EOl1oMnT6bT7sMOKz0d5RbSPS+87aniHzdOfUo5d666b9qwgfpiDm4Znlsq7tfPn6v06UN1hFs4fuyxYH/05JM0PwrDvvuG/w6E38LasUNt2Vbs/xkjmXQ3nUaMUL8vFPwTTRHcSrxYFmPHUrkyVnpjo1gEli/Xy2AK+RbEL39Jc8V33infWwef0yxdGqwDjAXncRzV7rusgOnqFsAFABYDaFT81gRgCYD/EZ5fBfBENVfktarTyhgZ0hENDnGDK4VCUEmcn46Uu9skhrY2tUEhnS6CKA/fDYvaWTTdoRo3Lrhr279/qR9SnWGmpqbS01TxtDOfV/sumzGD0q+zRKgzLsEtsfLdOnHXdc6cIO2cOeo87OiIzhvReAD3s8itHXZ1mee759Eurvhu2zYzC4xJ/LDmcv4JepzTRFFulbXnMJ+dhQKd+vE6xI0HySdtopP3auvOdXWpd3inTFH7ypX9PMp6q6p2K+4qiyetUXp2crtoaKD8letM2jqtokVbU13AMJ6y8aAwP61x0pmELi7PKAvUSeIuFBh79VV921uyJJpnlB/gtrbSPFXJI1tM5SeE1c73ODxl/USOQiE4fsTVSQ9D2JgFBHUzuQ63bM10zRpzndbOTrppIcY5cSL1B0n6d7Gf57p/cXRaVSd+oiX07dv9tIrveV8gnw63turj1/lq1dkDkP2/qsZGOf6mptLxGaD5SZihoP791Rab4/qlX706GM+MGTQvE8emsLnn3Xfrf9MZwlLNO6dPp7ogGspbvVo9z9Hpc4cF8QaCWN/FMbK5Of4tP9EyuGpcVxnirHbfhYydtH4ZwPWMsZK9CcbYZgDXAfiK8HwDgLEyrQPh/feDJ8FPPUW7MuK9e4B2vi69NPit59GOVFI89RTwu98F3/XtSyeMUXpdXLcpl6Pdqjff1OtNhIHvQPbqFTwN3bSJ8obvmvbtq/fNtmVLqf7r1q10krx1K+34zZ1b+t0TT9BO44gR5A9Nhu5kb/582qn729/ohOK552h3kJ9AiP7f+Gm5fLKj2oGUccst/m4k97O4Zg2VWz5PO5MLFtDfsPJijHYTt20jfRuuy/zee8Dw4frvGhvDfbaKEE/ti0Xy7cZYMt2OuXNLT1n33z9cRu4Pju+mfvABnWrxXc+uLtrJnjbN38WtNtavV/vUu+oqtR7TK68En2W91c2bS3d0GQNuvBF44w06weM6rVF6drkc+ebr29c/kQFK06vz85oExSKdlHD92zR0AT2P2va8eZQPQOnpq5hnJiew9YxDDtGfzjQ10claFLgfYB34GMbBdTBlHUrVLZd6yXeuz6vSTwRIftFmQZx2wm8ZrF6t1jnesCHYDn/3O//WTt++dGLO0dlJdZznOW/Lu++utregqv8NDXSKKZ5GLV5MtywGDaLT5CTgaRoyhMb/sFsxIlS/bdrknwSKc6pt2/zTSn7CtmBB8NuFC/3fZWzYUDp3eP116ndViDrt6tu31C7A5s3A3XeX0m7cGD5PuP12tW7oli3UjleuDN5eA6jcZeRypIe5Zg3VuVtvpXEizG88h+eV3griyOfVt6reeit4Gs3x7LM0Jra20nOxCJx4YtCvLUdcH+v9+untcPB6sXo1pXfVqtJbjjrkcnQaL+Ltt/22ks8DN9/sdFwrAtPVLYBtAH4Q8vs5ALYJz18FsLWaK/I99zTfgrj66nTpomhlNxLc8tjq1aW7NVFW/OQQ5TKmrS24i7XnnuGnWTp55F1lMQwdqo+/udmP7+qrg/7XBgwotWqnk0els9raytiVV0bvOt5yC8VtumO8005BX49i4KfGHR2Mfe97vmyqkx0Tv7FTpgRPLK66KugeQ0xD1Kmpzhr0d78b/p0q/0xcEfGTBRNff3JQnbTmckH3NSrLfLK7Ae6nlbsykU8bLr88uq6r6nsatFddpT8pHzFCbamR64+KEE8Shw8vPe2RT1lNZRddtPATETl/+/XzTzHSyCNR9y6fZ+yCC8xPX3Q8Rd1Lz6M84rcU+K0FUR9dbKdXXVVe3ElpOzsZ22ef6JPguHFffnn4KQLXGTfhWSjo9f34LQcO0TKqeOIojn35fPXz3ZSus5Pqjef5Y498kspvQeRyjO29t5lu9tVXl+rXqXTiduwIP2nK5aj/LBQY228///2MGWprpvzW1FVXBW8PieOXPB/haVuzhkJSf+v8ltLVV5vfgPjRj9S8uP6kyl2XCJWe6PDh6vi6ukrHu6YmdRoLBb2/1bAwfLja5U2Y3Yp8Xp/n/fv7c4WoU8O99vLrg5j/7e3hN7m4Ozvu71xFo3P1J48juVzpGJV2ULl4CmvrfI6xZo3ew4YY+Nzv6quDJ7c63edq9V0csOCk1ZwQWARgGYBmxW8DALwMYKHw7mcA3qimcKNGmS9aFy9Oly6KVl4srVxZeoWFX5NI06eU55EhJnGSyB1mx5VH1zk2NTH29NP6NIgDPXcbk8uR2fbOTr3PM1UQDTN4HnWkc+ZED6YrVpA8O3aUGnfQhdZWtbxz5hCfJUuCi0SVu4soAxdyZ1goULx8oJBdpUQZxHjjDXVZ3ndfsroTRSNebdYZtNKFKVPUE2Juel9n5KBY9Ad5/pt43UgM06eXXhcyre9p0JrUTTls367mxSedsjw6A1Umsottmvtz3bGjNM3c2FUaeSQO9gMG+IYyTCb8Kp6qzbSwOiS3U93VflN5ktDGvVYaJ+4FC8INjvTvTxP/OXPUPrrld7pJrez/l1/Fl90Mqdw9VSvfTelUPiZ5PZXdJ/G8Fjd3wtwCLV6sXvTI/oRNVDZGjixdnIlXZUV5+EJl3LhgeUyfTvSyf2cxrFxJC7swt3dhgdfvxYvN3EJ1dpJsKl7c1Y+q7xLlVeWfzmd1lDsYvpEobvKZyJ3L+VeseV+8fbvv05wbSDNR4VGFP/+ZyiXKf+6DD/qyyvm/aJF6/ODzUV6PdYbBdO5rurqCcvG5p4qHak6WZIOEz6Pk9maChQvDjZYCPi/+V3QJqRrDqtF3icjaovVTIMvAa7sXpKd3h//rflcA8Klu2hyA1wD8vZrC1bJO69q1wUa4eHHpAHHQQdRJxG2sfOdqxgx958fjGjAguew6XRFA7y9Mdro8blzpgLVjh5l1Qq63yp9FPTu+4xo26LS2xtPdzOVKd1/zeXrPy0j0Kyrr1fGTUhPfqrwjEgeGhgaqN+Kksa0t3JqwODiJMLEIKNe7KKvF/foFO+ko64SqOqlatDY3U3mFWZyU69HatUF9Fc+jTZGtWxnbf3/iVy1fmHEnelGbSmHtkucZn7hGpXP79uDEj2/GyGkSdUVNEeUH1NTPbhRP1WZaUxPVCVUdUum/6tKo81WaJJ1ymsX2xvVQk/LjKBRoQhzVn3JdavFWg+r0S7UhwvX1xNNrHve4ccFTPnnRO2BA/LoUR3YTnUkTOt0EvakpuCCU28rixeq8FOtSa6v+pE7cWDHtL1T99IMPBstBLkdRl577y1YtXHhYsCDeYk0lF5edn05z3+RdXcF2ptow4EG01C+etMoLdV3+9eunPoHWxccDP0nTbRCqQlsbtRHeVng97uz052yNjeF+SfmcJ2wTasAA6sd143VLS6lvb7l+8vFD7DfkE9RikW6GyPy5fRZVGxL5TZ8ef2M7rk6r6sQzTj+jSh+fA8o6rXK7Uo1hTqe1BxetJC8+A2A1fHc3PKwGcIpA1wvACAC7VFO4Wl60yk7I5Z1Avssa59QRoM62s9OfLESdyuXzRJtUnkKB4hEV7PN56hh1HatoWIYbjBAXdqankStXlp6cFIulO8eqsHo1TebiDLryYmPkSPWANW9eMH/WrQsOxE89FR6PaFiHG2IS84dffeTvZMNVch7pyjJsYd/URHx5ncnlGNu0SU+vqkdxB6T2dv11bdEwg7zxoatH/KqP7qZCW1upIZWo+q5DnP7j9dfj5YvqenBU3Kora2vW6Gl5HZUd2i9ZQvVN7DvEq5GmfYcunSK4MSZAb/DEhKd4cjt1qi+3bMBKjENeRMhQLTzSrB/ytfg0jEXxNANmV/t5vOvW6SdfKiNinLd4ei3GrVv0eh4tfvhiKs0xWBd/Ujr5lEgM4u0F2dAe72PEvFyzJngdkxvaU6kG8Lzv6lL/rgq5nHpjVCwfef7R0eEvnAYM8E9aGxoYmzy5lJfo6ihJ4Asb2UAaN3Qo1n/VmMA3IXXX0QHqS8QFrcpdTktLaX1YskQ9LxD7RrFcTNym5POlm7h8k/e554LvZeOUcpg2jTYTw04BFy1SG5Li9YPLrZqf8PcPPBD8bv780naxdataVtWGI+/fef3cvj3c0NNOO5W+u/XWePWsnIVja2upi0LeVvmtQJmn6qAiSdxx02mKzC1aSWbkAUzpXsB+BsBUAPlqC6IKu+1mXppnnpkunQkt7zC+9jW1j6dikUKc00C+s3TmmcEGJOsq8EVdczPFX6488sB86ql0NUPV+YqnCGeeWXqCUSj4C6rGRv0CdPVqtZ7jGWcwNnq0Po+mTvV3iU2v4TQ0lJ4C5vNqK34PPEDp4L4IOztp8pLLMXbggYz17h0eV2Nj0Pre174WzB9ZB3DOHD0v0aKkiFNPDZ905HKlg9bNN5fSeZ6/Qy7XI5VP2smT9fHy00/VInPtWr1OK8+jVav8kw2OKP0e3eKgUKA8MtWtjNN/xNFRnzIl+sqmLm7Z5/Pq1aW04oRR7mf4KYZ4nZPruvJ8M+07wtLJ4+C7+wMHll5njCu7XFc4XVgdUvHk9PPn+30Zn5SlORao2rBs7VWU3yTuOKdAqnFHNfmSFwaqNMuLXvGaq8pXI1/ApDkGi/HnctQ3qK7niv1DLqfvL9es0cstXkFUbbi++WYwL+PcnuJ5H+ektbGRxkDViZ04iRfnH/LVWn6VPp9Xnzrqxj5dkH1083SceWbpRoZ8xVflu/6Pfywty66u4ImxWO90131POsn/XrzqKy/6e/Wihb149TOOlfxp09S0a9YwdtNNwXfizS3+rMo7Xdz9+0dfb/74x4O2D0RdZp4XDz4Y/EalWqKqlxMmqE+v+bjev786j+UQNU8yCaobFKr+Qze2FAr+pkRjo18uXK9bxTNMFSDNMSMJz0wuWusptMbZgqgCxMotD7Jig+A6CiYDndyYxDgKBTo9++1vg9+o7v3HhWqSIxubEgeTqKt/HR00AKlMxYelW9wxVsXLBw8xr+XTJd2gI79rb6fF5ezZwfdvvkmTbr7wNj3lEENLi37XX9YB1J2g6wwiyDxUC3fV1XJ5kJEnxNygi1gW8u52LsfYvfeqdVZWrAiefHAn9GFyMKbe8BFPqqNcBMm7sR0dlP88bhPdSp6OKHclJlfP5DqmMxgkX8XkO+Z8USafdKtO3eV+R6S//37KCzG9bW3BOEwX9WH5odKdGzcuuHA1NdbCaVetCi6uTcuQf8/zUlV3PE+vZ5wUXV2lV5fb2nwZZFdbJobzxD7ZRB1gypTSiatcn6MMrHGddtWpNnc7pTKII94mMGlHJrKL6RQNPvG60NnJ2LPPBk905DzgdGE6gs3NQd1VuW+75x7aEOL9iUp+XeBtVnWiFRZee43ar/xed4NBHr9Xrw5uOsinrfk8tQHVRqZpv8bToZsn8NM4VX2T3YDxMUDciBbrneq0GPCNODEWvjHB5yxy3TS9CcdvwIl9qedR+crjamNjuJ2N/v0pz1SGkBobaf4RdsXY8/y2KOsy81sSqn5vyxZ1vVFtXshzgahFdKWCnA4VosYWfvggb57oNrjS6L8qhUwuWgEcBOCnAP4IYGT3u6bu9x+qtkBiiHM9eMqUdOmiaMWGwjshsaMQG4+4S8U7Hd3VD96YVHGrfIIBjI0Zk47sYmOdMkXfUYkGKjhPuaGbnBLI+gqdneH6gvPmBU8ReD7zSXhcHcybb1Z37nPnml9x1gVxYa/Kd1kHUA7y9RVVWa5ZQyeTqoE67PRWF/bbL1gWquvHPC7VoNzSUmqRMpdT+3wTIe/2yovQQiG8bKdP9+tdZ2fpYl1nWELOT5NF1cSJ8a6ki7LormzyuEVdJ5V/54ULS+uSfBtD5UdPDNxoD7eQ2q+f2QKKp1NGWDsX9QXDZBehmnA1NFC+m0wkCgVfb6ylRT+J7ddPfaIQR3YZHR2+IZ3Vq4MLpXw+OMGM8qktyjNhgvnVUp06AZ+46a5rym1F3pzhenw639lTp/pW00X9RtUNiIkTo/O9s5PGNV17UrVzMS3i2Btl1AagWzg8Xlk+sb17XrxxZv58SoNuXBsyRP1e7mN4f6/KN3kMFucinkf/33tvaRxLlsRbgIth4kS/joSdIvfpo+4vxY0CxkrrJG8rDQ3hC7ixY33ZwzZjdL6j+VzHRObW1uAGdv/+8eccXDZugC9J3vO4ZYNN/GRa175vuaVUfq4PLtPedluQTnXrKo0wb174TSpupEtV3zlMxxZZ91qsD2IbCpsHpLV+SMozU4vW7mvBN3UbXCp2/z2s+7c+AN4FcF61BRJDLeu0ypO1deuCizzxxFS+kpXPE6046IrXNFX6QbqBr1+/dGSXF50tLeEnmHxXT9Zp4Q2d6z+ETfDlq05R16hnzw6ml18d4WmP6zBd11k+9FDwinMSS4BNTf5iIEyXWDa4o8pj1bdcT7a9vTTf+EmOnO4oK8sHHODHkXRAnT+/dOdZ57aHy7J6dbjBCMaCFobF0NgYbkgFoIkZv+atW/ioDIqp0NpqdrLPA9fJlK9strf7J51i3GGBGx9T5SGXy6Tc5Gtjsm6ZDqq45VMWeXF1003U161Y4VuiFWWXecoGjXgeivV91Sr9KbE8gY66oiaeIIYtpKL6WL4YbGpSL5h32ql0E0K30y+is9PcOjpAY4TqpFF0JbJ9u3oR3NLi50FcffZcjuqx3AfLJ7Aq/VOed2++SZtt27er25ip3YRcLrhRFGUfAaBFq+kCd9489YJaFR54IPw0b++9zfg89JC57r58+0IlE980kdMm57vuCihfeLW20qbkiBHx6gtA+o28DsiGLbnBoylT9AaJmpqCBnTCrr03Nuo3iZIsPAFql0k8Q0ydqtZpNTFeKQbuGk50DXbQQfqNCL4xI9cVFa3q1pWoYpLU6vRzzwUX/gceqG9zopGusPquU4VQ9dncyrrcRzpDTLW5aD0PQBeA73QbWSryRWv3738G8Hi1BRJDLZ+0ig2lf396VumgMVaq7M8nbXIn1djoX3dR7SapGvaMGeXLLu+Od3ZGX4nlDZrvtKoMVeTzpRM1cWASFydRgw7A2I03BtM9eTJN0vmp0YQJpdbpwnRjdYFfHdy2jXYcly+Pz0OcOPGrRfykQzZcoTNRr1s8qdwt8UFePL3eutXPU8+L1mHiJ/aFgv7Ejg9cuoW8qgzFhZt83V2+WirqMYno7FQbfZDzaMuWUho+8fK88B3UMAMMYp0zOfXaaadgvDzObdtox7u93Y9r8mQqmyirku3t+lN7ft13xw61AQyx/b32Wul73QaJnEdRddEkiNfGZZ6qK3MqHWKVH0zGqK+NM/njun1RJ+wmt25MFkdimDw5fLOAW4uOm7+8D+D1Qr51oePJ3WuZ9P+qdj95cumEWfRZvWpVUN9x0SIaIw880CyOBx8MXg3W0TU2+vkqWqQNC6tXJ6vLJvWrvV29uImTx6r6zvtS8ZRozZrg1fpp09T1kl/P3bHD33Tq31+9WdGnD9UNsc/nfeTkycndu/A4OztL51Mmi8Ht233ZTQxdLVmi7tfjbgyJIYkxq6Ym9XXquPnIx0nZHonO5oLq5pbO5op4wqnazDHxoCCHCRPUp9rLlqnbwuTJ6v5YNwbKG498birewhI378T84DyjDDG5k9aeXbS+BOAv3f/vqli0fh/A2moLJIZ60mllTH9nXmXUQnctRecqQUdvol8aBXmwXrTIzPgNl1ulT6M7YRX5igusKF0rIGjVV3d9NW5QDVbPPEMDfzn8xQW53FmuWhUcZPiJq6wHp1s8yfVs5UrfUFRbm5+nYdeqVIHfDIiavD30UPwJnsqypOyLVZZZvO6m240Vrx93dprv+Kv0qaN0WQqFeKessvwrVpS2q1zO9x88bZr+lEnX1uXrtCYTH1WdDztdDkNc6+hyEP0lrltHV/NlGm54TWfQRMwLlculsDBxotkJexjiGkySZdPdpjA59dPVNdGnLa87AE2Ww1QSuNqCjncup5/gP/ec+tRqzZqg/1OejiRyiS5kwvL8zTcpH+V+6pZbSttg1AlVGkGnDrT//vHkF28m8TbR0kKbYXJ9mTZNr8/LDeOJC5ZcTn9To6WFNtQXLQpeUy7niisP/ASQl6tqQ18VuD/adeuovMNo+/Xzr7jv2EH9/8KF9Jef/icJYTY7xPDHP6Zbn8SbXPL8S9cH6vo2md7zKF/EA4WkrpHEMGaMmo/K7Q4PSe21qG7/yf2a6uqxWA+dTmv1F63bAXy1+3/VovUrALZXWyAx1Lr1YJFOnjyKO8xipzJkiH6RCwSt8slQ7aCNG1e+9WA5HatWUTrzefU1ENGQiGjVkzd0mR83QtXeHhxA5Uli1JU0UTexXJ1TcdCR3+mcoJsG+bTwpJOCvy9erHbvwi1BiqeyKsiTq2efVeeTfA00LPTt69cjufzkSSq3ypvkapS4QFi5khYNuRxju++u9gfJJ2VhmygPPUQTkTgLSlEvO6xtiCjHGMW0aWrDKnJdnDNHL6vKwrPp9cew8gjbIBHbtSqPuJ5QLkcuqOLGv+uuNOHkfYRqIZLPU52TF0TcaJBYX+LGf8AB/rVlrh+vmrCE1Q/RKNpuu8VbiADUr6us4sa9LsjD2LHBU02xbnV1hU/SFy0KP60fPlzv8uvII9VtZN680s2IpJNgviDnG306PiNH0k2TG28MvtctHnU+pisd/vEPc1qxjYYZHRLLXL5CClC/rbOc296uvpGj2xw/9dTy80C2avu1r5l5XOCWyvP5eNeT5VO9OHVR5Wf05z8PP3nklouTbNTogucFy0P2dKAqP51tCVWb5RvoixapXan1VFCpFpl49RDdHvF5pqjyNWBAcH5V7fWDKbK2aN0A4Jzu/1WL1ksArKy2QGKoZZ1WmU41eZT1drgOCAef7HCLeeLkUaXTqrpGtW1b+bLLpyVr1/oyqa5XiYtNVTrFySN3Ns71T8XrSAMGBK/HhemWyAZjCoXyJus8lDuQqK5zirugPI/kzlK3myf7K1UtXGWjCLJ+FT+9Ul211AVuoZQx9WYKP8EbMMAv80KBNhpMLJuq8l2ePMiWIGV67rdTpU+WxMKzqOMT1YZUlpTjhPb2aFc53FgPtygtT8RuuSWYzs5OqgtJNg94GDdOv6ssX2NXuR8QVQuS1AOTwPX2VZtrHOUu3pua6JRb1/Z09YNfyYwygBUVxBsSjOmv7cVpX/x/fpLIF+S8P5bdmHDaqLak25w44IDyT96jwrRp/tX69vbk+oiqUE77ThJk1yhh4dVXgxs0pm2eGzzq6PAXufydrEcK+Dc+ZD4641mtrebXu8XAF3n9+5camGptNVsoJenzw4LJLZUoH+2qMGaMP88zNagWFvh8UawPvN/it7RU36lc3jAW3WYHDFD7eE+iuhA3qIwoRtlm4TcQcrnSDVndgUC11w+msGHRmoM5Hgfwec/zPPkHz/N2BvAlAHNi8HMQMGgQMGlS8N2TTwIbNtD/uRwweHDwd88D5swB1q4F3n8fWLUKePhhei/jrbeAp58uff/SS+WnffBgoL0dyOfpL0/n4MH07u23gcWLgYMOAhoagAMPJHlV2LABeOop+j+fB26+mf726kVyvfsusHUr/b55M/Hm2GUXfRq3bw/S5nLA+PHAkiVAZyfl3X33xZd982Zg5Mj433Fs2lT6btu2YFoBel6yhOTP5fz6IJd1ZyfVm66uYP0RMXo0fQ8ATU3Aiy8Gf+e/rV9vLsf48VRGOmzeTH8/+IDSyONpaKC6ERebNgFbtgTfPfaY/7+cL5s2AfPnU93i+SdC5pUmikVg2jQq16R46ilg992Bfv30NIUChQ8+ACZMAJYtC/7+6U8DCxdS3ejqAgYOBMaNo3oCAMOHm6cnn6f23KuXuh4CVPd4XXzsMSrnQw6h57feomkFb++FQrJ6YIItW6jOFYt6ml12AXbaKXkcmzcDjzwS3fZEFIuUH0OHAk88kTxuAHj8ccrTYpH+dnVRn5cUYr80bx5w7bVUV4YNAw47jN4vXVr6HWPRbUnub0Tsumv8tJqipQW49VbKq64u+rvbbsCoUenwL6d9J0GxSPltgt/9juYJvM3xNh+FjRtpjvDyy3774e923TXYjzY0AJMnA3PnlvLp3Vuf1ptvNkuLiGuuARYtAiZOBPbc0+9XVq+mcvA84M47w3mk3efzMS4MDQ3x+b76KpUXY6Vtuk+feLxyOcq3ESP8Plvsp597DmhtVX+ra5uDB9NYAABTpwJtbcHfP/hAPbe67LJ4aW9pKX0XNh4C4XNCFTZsoL64WKRwwAHAgw/6edXQAIwZUzp/cOhBmK5uAUwCXRGeA+A00EnrdwF8DcDrALYAGBWD34e7eb0I4AUA3+l+vwuA+wG80v135+73HoDfAFgOYDGAlqg4Ro0y34JYvDhduiQ85Wub4vW1ctIZdvXtuefSkV0++VPRqnapZDqdIjun0/1eKOh9sQHq6y1y3Cqz7FG75+XufKr0jOWrllx3ZuFC2jncsUN//XfRIjODQPPnEw9upVnOJxNrzGKYOpXSZ7KL/8ADfjqidIniBFFnWaXDzU+QFyxIZghCDqKvwLC2kYaBFu4TOMzQkmlYsiQdl0z8pEoHnf/FceP8a9s7dvjXg8MMQJUb/vOf0hP2sWOpT4pb100C1wfkfaKqfqRtuKdvX//UOuoUKc51SFnFI58nq84yXZSlZR50J1L9+lXuii13nySftj/9tHm6bQhtbfF8vvJTVVn1pqOjtA/J5ejGgM6Wg+rUa/Fixl5/Pb4c+TwZdxJtfYhtuE8fxl56qfr5Lefl3XfH/87z9OPVRReZ5xfg304T+yPZKr1qTuJ54dbKCwVffUD+PpcrNXDIb77FuWWzcmXp6Tm36dDQwNj48aXfPPSQus7poLqhIrtWVKEW1g8mgAUnrfGIgY8CWNu9YOVub4oA1gE4KiavIXzhCaA/gJcBjAJwGYBzu9+fC+DS7v+PAzC7e/E6DcAzUXHsuaf5ovXqq9Oli0N71VW+yxXxuo2qk0+SzjCjE/ff3zOy6/xXqXiqrr6KdKrfTSaAsuK8Ko18UdCvH01wKu0UW9bVWrQoKFehQP5PdQOQbNHv6qvNDAFw2Ts7SwfEJUviX5dsaGDs8sujdek8j7HLLvPjTuOKNg+yf0U5b/mi9ZJL0olPXCSHtQ3VdemoIC8Upk5Nx2iJ59GE8403omnleqcrcx1M3J40NibXvUwj9OtHk6E0DIWIIZfzr6RPm0Z9vIxKX4WNSl/Sb3faibGhQ8uLX2eV/bnnKiczNzhXDo/+/Rk7++zqlZsYuK7+lCnx6m8cPdgDD1Tr/i5aFBwvedC5XwNocSrjqquSWegH/OvpnufrtFcqr5MaSpN5yDrSJmHPPcuLd8yYoNXtdevUcx9uxErFY+TIaMNCV1+t91Ihu+c5/3w/3jVrwg8ceOAbt3xRKastXHpp6TeiyywxnWFQjddRvtqruX6IwzNzi1aSGTsB+BiAmQB+AOCTABrLTgjwbwBHAlgGYEj3uyEAlnX/fzWAUwT6/0+nC/Wg0yr7zBRdWeh0QOLGLRr6UDXqnpBd578qrbijJoD5fOkCT+bZ2Rk039/ZSR2ibsCKmtSbBH4yyie38o5emON1oNR3Wtz8lBdC3P8erzPc2meU7u706cRTp0s3ZYp/OqeLu9zAB+TOTvUgyAewJAZ/VCGX8/Vow/I9Daui+TwNnGlYvDa1KvvMM3rLjLyP0snd2Zl8MtrTYd9909EVCwvccJe4mcSNUPW0vP37l69DW27QLZpVerJphVGjylvY/PGPNGkeN07v+7Mnw6pVvoGYOOU5fLg5rc64GZ/Er1oVzNOmJn2dnjWrtJ9IQ4+d9406I1m1EqZNS3aTYOzY8ttrlM0TjmJRPT7+/e/68Y2D6xKrbsysXBm0yyHGb2o0jo/voos2cY4s16XJk5PNoVVzGN7WTH0dh+WRKZxOqzrEvpnNGOtgjP2HMXY5Y+wyxtjtjLGtcfmI8DxvLwATATwDYDBjbG33T+sAcE3OPQCsFD5b1f2urrFhA+lCdHWRbtdNN4XrpiYB131dtYr0SUVUUodIxKBBFHeUTmtSDB5cqhMs4513wn9/6SVfl2vTJnpet47KRoXrrlO/HzEiPB6OfJ70Ix58EJgyhXSBDj00qHs3aBDpneoQpqdnAlX5F4tUZx58kHRUtm1T695yTJ5M+mEAfffEE6TjKsLz/MCx227lpV3G9Omkpzl9OunmyOB51bdvMt0iFT8TXcSoeqeCrKvUty/VhbffprYcF/37099cDnj2WbNvpk4FXntN/du8edRHqVAsAjNmAC+8EDuZVcGrr5an/2mCLVtI72vYMNK/423s4YfVOoCVxNatwC230Hjwpz/1bNwcM2ao36v0ZNPCiy/SFDQJcjngzDOpf1m8GFiwIN20xcWMGaQLze1H5POURpOx55VX4sU1fbrPP5cjncXdd6ffhg6lsYtj2zbfZoGMSy8tHa969aK+LQ7kedGUKenPJ0SMHZsOn1tvJb3w3r3jfffCC8BDDwGPPpo87s2baUx+6CH1vJLrwgPAr35V+vvnPmfWR65fD3R06H978MFSnfZBg/T9gYgZM4g2lwOGDKE6GDZH/ve/k82h+XxZxKhRwb7boXpIYepWHjzPawJwG4CzGWMbRTtPjDHmeV6sYcbzvDMAnAEA/frt+f8XMmedRUrV3/gGPbe3A5dfTgZSAF+J/vTTgeefp/9nzQJmzwZuuIGeZ84EjjrKXxwdeSTwox9RRQZoQLvnHuDkk4Hly2myunIl8eHGBi64gCak551Hzx/7GLDPPjQ57NMH+PrXgX/9CzjhBJpUAJSGK68kwwLvvENK7du3AxddRL+fdBJwyinAJz9Jz/vtR/Iec4xv0Ofhh4Errig18DNuHLBjB/Cb3wDHHkt8AFpMXXcdcPDBvsGCb3wD+O53fYM3V15Jk4zf/paezziDBrgvfpHS+fWvA1ddRZPfQoEGvlWrgB//mBY6AMl5zTUUwsrpnXco3/v1I4MnqnLasSMoW2Ojb7Rp2jTgox/1y+nuu6nz4WV5++3AHXcEv3/zTcpbHQ46CBgwgAwNcHzoQ8CKFfpvOD7yEZpw5HLAEUf4xqeeeAI4+2zfUMYvfwl8/vP0/oUXSjvMCy+kdPNyeucdWmTPnBleTiecQLLLebZ5Mxk8WLwY+PKX/XSFYckS4HvfozKbNIkmhkuWBGmeeYb+Pv44sMceRPf97wN77w28/np0HCZYvx4491z9IuDoo2mCdNpplL4//rH8OL/zHZqEHHUUbThdfjm9P/VUvz3JeWwCeYKweTPwpS8B118P/OAH8fnxTQduXKLcxcHXv06Tk3feoX5G7Pc6OytnVKleMWQIGcJjjCafjz5Kxm2uuSYdY3hx8KEPAccfT/8nMYKTBn73O+pfenrBnhSiEaJawDHHAPffT/OIzk4aC4vFUuNr5YIxGrtHj6Zx7qGHqM7y8fvnPycjkBzDhuk3xRYuJMNJ8+b549Nbb5kbsOrVixaQjNEm3GOP0Ri/Ywf9n3Zd8jzgz3+m+UoaOO444MQTaSzn+WeCYhG4+mrg178u/W3gwNI5nQ4LFtDY3qsXGY985RV/vrdqFfXl/fqRYSsVfvUr2qRQzfcAoLlZv0g8+miaF/F59k470RyAz/e2bqWFoc5I28c/Tka2Jk9Wz8uHDAnOw3I5mlt7XrJ5ubxRwdv9o4/Sb337pjcvv/hiassAzffWrvXnvGnPy62A7ggWwGsJwqtxjnkB9AJwL4DvCe9Sux48cqT5ufkzz6RLZ0pbKDA2YUK4i5Ik8evoZDcm7e1khr0cnuXQpkkn+nzkrnJU10i4fm0+H8zzefOCebNgQfzrPCZXT/N5ShuXSWdcSpRdlw7Z1UXc/FT5Yt22LZiuKHn4dW/OUzbQ0a9f8Nr700/76UjTENPKleFuerZs8WVfvjyan8qnnhyefTY83wuFZFcJ5etJ7e1UHp2d8fznimUApKv3tWaNWu5isfav6iUph7a25DqRDz0UvB7HXVrF0R33PIq/HFcdst53kuuKffsy9te/0tX4u+6K/30uR/U4bfWASoYZM6ic0jCEVq5rHD5+iO2Njx9tbWauV+IErgKhauuyHY4VK8JVGGRjPn//u1kapk0LzlNkuw3FYnpXy+WrtEn0UIGg0SCx/46ritCnD303YULpb1Eyz5jhu7ER5xZiWYpl6HmlftvFsg3DM88EVR5EF0myX2CV395isdT9EZ+jRenTMlaqqy3bMBHTGQXZWJmsHtXeXt68K03aODxhwfVg/Q/AwyDrvmJ4BWR46X0A87vD+93vXgEwxzhiMqh0A4BfS+8vR9AQ02Xd/38UQUNMz0bFUQ86raLOoqjrWW78OjpZR1L0r5mUZzm0adMVCmp/kCLEiaKoJyEPCgsWJLPwKRvRkQPXrRRlCjOe1NKin+jInX/c/FTpW95zTzBd++8f/N3zgunhAzLn2dkZHKAaGigfuXxiGtM0RrN6dfgk/LbbfNn/8Idofjp9TjHcemt4vkfpJOuCbERq2jSaPKah05pmfuvk1k18yg3jx9PkKQ3rz1Fh4sTSja9Cgaxfx+W1zz6lfQ5jQV/bUTzyeUrHjh3JdHBvuqnUN2PSvBk3Lp4+rthfeB7laUdH5cswrcCNzHAftffem4wPt1itslTPw4wZ4dad+eabCHH86OykxYzcbycNfPKvauty/714sd4GBLd5IELnS3Xs2KBlYO77XYdCQW09Nm7YaSfyt8zzMqll8bY29aZ5ko2afv30BiGj+o3589Vzi7Ax+NZb1bxURo1EiP7X160Lejno6gpu+Ih+YuVyfOMNGqs7OqLncnL8sj/7sHTqoDJO+eyzpXq3onEmp9Pac0Gr08oYO4QxdigPAP4bwK4AzgYwiDHWwhhrATAIwPdArmr+O+pkV8AMAF8AcJjneQu7w3EALgFwpOd5rwA4ovsZAO4GneYuB/BHAN+IEVfNgussVkrXU8bAgXSNg2P69HD/mvWGXM736arDwIG+nmhTEz1v2EDXl0QMHkx6E3Gu8jQ10fUnrkPY1OT7LfM8ulI8ZIg63Tp/l9u3669QjRpVXp1R6XaK+qu5HMkgpmvy5GB6brwx+Ps77wSvMU+eTPmokm/wYGD//ZOnX4ZO/xigK0Yc++4bzaupia6nh9WlT3winMegQWr/clHo1Svog27uXLoyLl6BMkVcnTGOMF1qINxXnXhlMA50vlKbm+l62IIFdB270jqoAF27z+eD+lO5HOmdi32oCdauJZ2shgZfNwvw9adWr9aX04AB/neDB1PdGD2arorFQVtbqW/GpOC+aKMwdizJLupRMkbpePnl5PGrMGUKxdXRUZ7vbBWOOcb3O96rV/Ix8557fF+Psj9LgPjfeitw7716Hip/6+L40dBA12ZvuilZGkU0N4f7sZV9tI8e7dvNmDHD7yM8j1RN5L5U1Y6nTaN2zm1g8Hofhg0byP9oFFpaaAzO5/0xWkRHB7Xv3XajtG7YYG4DgCOXI51xue8Awu046OLZskV9Bbhfv+i5CddF1s0tAOpfRBx7rJrO1Dcpj69XL9+n6dtv+6pa+TypxKnSk8uR6tSJJ1I/HzWXkyH7s0+Cl17y08qxcWNpXqdlc8YhHuIU688B3MwY+w1j7P9raTHGdjDGfg3gVtApqREYY48zxjzG2DjG2ITucDdj7B3G2OGMseGMsSMYY+920zPG2DcZY/syxsYyxiI1GKImXSLa29OlM6X1PNLtMTW+VG465c7j5purJ3sl6Exo337b1wfgA4JqEvqhD/mDLR94xo2jfAN8wxQcixZRWfbqRZ3mkiXAe+/5k90pU4KGEExlOvxw/W933hmsM3Hzc+edS3874YTgc2srTTQ5rr7aj5PLJvIcONAfCPv3Jz0QXRo9r1T/lSPJxFBnMGrbNn+B3t5OE5OwQa25mXTVH36Y2qY8wenThyY4Ik8VPI/0eaOcoIt9VXMzDfZf/jJtKvENrfb20gkGh2z4iqOxkTYReJ01RT6v3yjJ5SgtfMKqgmpCaIKlS0mHe8UKWszx/N26ldLkebTga2vzN6gAMkATV8Yo6Ix15XKUp5//vLk+9vbttLmj6uf5JG/ixOA3U6YAa9ZQXPJ37e3hCxsZU6YEN8u4YbwkE6+DDiJ7DtwehA6eR/V3991JF05c3AweTIuhxsb48aswZYrfT/fuTTYL0oRoPKe9nfIgbt6JZeB5NPbKdXbKFH/Cr8N550Ubg2lvp7EqaTsEgAceoPFL7t9FcGNiq1eTrYlcjtrtGWdQfefpZEy98DriCD8PPI90DZ98kt5x45G83oeNbQMHRhs4am0lA318k+jdd32DUiKee44Wq4DfTuJgzBj9Inv33dVGhyZOJBsPMhoayAaEamN6yxbgtttK+w2Ofv30G1s8L4vFoCEtgNqRvDna1ha9cRBWPqIhzhkzaPw1Qdx5H98QChvbo3iqNrxGjCBd5GnTgn1Y3HRWcw5tDUyPZAFsBnBmyO9nAthU7aNjMbS0mJ+by+5QyqWLQ9vREe1XMy5PHZ1Kf7KaslcjbtEFEM+D224rvQ5zyy3+N7yMVq8OXsmZOjU8L3WufuLIFHbldeHCeLLLdLL/tPvuK6WV/ViuXq3WweU8w2TWpXHbNnKJwK8RNjbS1aY416jWrqVrSPI1nlxOne8dHeQQfeXKUr3CfJ6uZMnyeB59I189isr3HTv0V+Hyed8n8OLFPu/OztKrXZ2dFD+X0fPU19gnTPB9Kco6xibh9dd9l0difjY3B/XvdXKbXL/WlSHnGabrzfNl61Zyt5TP05Uw/tfzGBs0KFkaACqrqP6Yu7AJc9cwbJjvzixKZUGsY7K/ZlXcxaLZlciJE9VX5Xgemvjs5eEXv/D7ubCrjrxv3bGjND5RLhNfvjw0NJDO2403UpoXLqQ2I9ssYKy0X0sacrnSusfbJddvnjjRd0kybhzpnK9cGawXLS2lZSC7PBJdnoWpTaj0AVX1g//VXfcM469yvxZnDO7oKL1WK+uzMkblx/NJ7qd1Mqmwbl34VVlV/vN0LloU7P+nTy/ta/7zH/P8i8qnQqHUfsbChaXXqnM56rt37KD0yPr0nkd5qqrrjY3BtqfLS5X6ysKFpW178eJwmUSeYXKLV9hNUI05pypPuD6vTo2rluURAQuuB5sTAhsAXBvy+/UANlRbIDHUg06r6KfVxBBTGumUG1493MevRL6L+hJbtpR2VKIPVM5TnkxMner7Hy0USuMOm3ibyqRb7AD+wiouT04nO9JW6a20tvqTK+7QW/Y5KfKMMiwVlsbOTl8PplAITvymTiV5VYZGRB2Z7dt9vWKe3rB8lyeP/BtTeaJk4tDpJakmiGE85fRwXTGdv99CIZ4uLPelK+omLVpEQd6M0KUx7oYDQL58ZZ3nMF1vxqgNi7pvS5b4zubjLIjkyaJo6EYHnu9hup28PEx8A3IdUxPDI5xflIz9+1P/ERW3qYGplSv9+AsFvf9mvuiOkvvVV/VxzZ9PeZvPU/r44tSkrXV1xS9zlS/MlSvV/Ze8MSfq7PM8bWrSLwA5+DgkL7yLRb1vzjj1g/u01NlE8Dzft2o+X2q4R0y3Lt/lNlookEFCcSE4bZq+3+S6js3N4e0urNxF3fBczjeaFZX/UX2nSGdi4GrsWH0a5fTy+sHzmadhwAC1T9VCgeojb3PcoJtqozZqY4PzlA0Xeh4t5MX+IJ+PnpeKPE1Qy3POYrHUvgnv7yodd6V52rBojXM9+F8ATvU874JuNzUAyGWN53k/BvD5bhqHGBD9tD75pH8tpZKI0nHIAmTdV+6ShaNPH7peJUPU4Zk6lfRXCwW6UqMqO9FHblLfu2F6muWW4ZAh/lXLtja1vi1A+lENDdSFP/kkXVnU1aFyZBav9+RywIQJdO16zRrK4z32oCtrixYR/9WrSY9txAg/np12Iv3kNWsoRKWBX3Fbs4b48W9keVasSK4nViz6Zuv5VbeVK+m6kco/bxjk/BXfrV5N5SNej+I6RSr/rh/+MNX9BQuI39q1dM2Pf8evKo4bR/qJpr6Wx4+Pp54BkC6fXE5RfVWvXsFrZ6NHU9scPJjcb0yfrv5u771L3917L11VnzjR/KqxWHfWrKE+QUShQOWr810p8pkzh/I5TpvRXSPl5b9tW3j/weN+5BFyPRGGSZOo/YlxqFwntbZSXTGRQedzeORIavv86umjj0b7ZRSRz5PLMhPMmUNl/uij1MbvuovcYe3YQXVIFefAgf6V/379qC2I9dTzqE9StUcRfBySZfM8Ss+qVeQ+qqOD+rw49aNYpH5lzz3V10Rfe43q7IgRfj7feivVV9P5CI+D+7Ds6qLnF1+k9p/PUx/3xBPqNO/Y4bsT2biR0pMEvP2sXUtlya//RuW/+G0Urajbm8tR/v3tb2STwfOo/zH1wSrWj4cf9q9Vr16tVgfgcfbq5at3bd5M/TpX5XjgAaqLst58GGTVHMbIfRLXm87lqE9Nqh9aj/A84D//Cb5btKhn5uYO0YhTFWcCmAfgQgDvep73pud5bwJ4F8CPASzopqkZxGloUTpncelMaQcNIh22fN7MEFO10lltnpWOWzbMs3RpsP5wWlGH58knSyfxqrh1E2/TdIbpfcl1PK7sfMK6Zk2p7qlIu/vu0QsWMe6wxUacsmxqoonakCE+r4YGerfHHqQrt/vupTzDHJDrymjIEJ+f55XSnXwyLfIOOaR0gRkl04YNvs/bXI702Xr1Cp8ghvEU85fTheV5QwP5dhN13PJ5Mv4xZQotEPbYQy87oN6M0KUxl6PNhblzfT3w/v19w1aqBS033hS3res2SDyP/AKvWUMTZ26AZdo00gWT03v44TS5j9uGeN0ZMoQm59OnUzzcgNKBB5J+fBRyOV+P3jTuwYNJLhlTppjHXSxS3dttN+LV0EDlJOpKTZ1Kmxs8bTz+oUODBoWamtR0Onz+8+r399/v68vLddq0fD78Yd93ZP/+/mT+oYcozVw37eCDiWcuR98cdxzwla/oNwT69aPFAvc5yRcPKjqTzeGwNrTHHrQB0Ls3taM49YMb2+rqAubPL9XVe/NNv+/k+Tx4sL6fV6VTjOPJJ8mIDTfQtXkzbR6GLQRlWV59NVymMHAZeL7zzauw/DLpOwGqC/Pm+c9TpwJ77QV87nM0V1i7lvxkxu27xDh5GuR0izwHDVIbdOvdm/qv1lazzWLOU7UQe+cdvw60tZn1XXI606KtFs+hQ307J54XPTevdXmsQpxjWQANAM4AcBeApd3hru53vap9bCyH1jjn5lVCZ2fwekyc++kO6UF2MTJ3rtl3UdcX04DOX2pbW2XjldETstYqovR0o6C6Ymxy7ThtdHWRzlZPxCleeZs2jeLm1xW5P2XRl5/JFbRy0yO6suDX7Pr2Ddf/ShoPv6Zc6XItFOh6aVubr6pgGjcvI14fxGv/vKxUOqMyD1kf2xSy/hj3sZ1WnunKoty+rKtL7Xe3liD3Lx0dQbdLujTHyRs5Hzo74/VpXV1maao2TK4Q9xTSHIfvv790XvHss9ke6zlM+796Aiy4Hlz1BFQy7Lqr+aL1tNPSpTOllY2k6Bwix40/7XRWm2el45Z9Lz7wQPk806I97TR/ENm+nQx9rF6t7kirnc5ajzspz6gFpgnPQoGxk05SGxTqybI0mZCkEbe80D/pJN8wFH+fy5Uatuqp+iHqT6fFs1zacuh05WpaRp5nvhmTljzioqdXL32/liTuOLRxeap8ffdU3HHo5DrBjc+Ji8Ny0qnzeS73c2E8VWkyjb8curg80+w348ZdKZ5RftqT8EyTttb62HrnacOi1eqb6jqXDSo8/3y6dKa0o0b5+lMDBoT7RIsTf9rprDbPSsctXw+Wn6udTn51aKedgMMOo+srqus/1U5nrcedlGeUnq4Jz1yOrr+p3J30ZFma6LSnEbfo5uDAA0n2Qw+lq8hc96qtja5nitcHe6p+6Nwj1Eqdi0unK1fTMuK6mZVOpwjR/Vhnp+/WKI2449DG5TlwoH8FW6c/WAv1SK4TvXuTeoOos11OOlXXVVX9XBhPVZpM4y+HLi7PNPvNuHFXiqfq2rZcDrWQzmrwtE0eW6BdtHqe91nP8z4Sl6Hneb27vzUc/rKNXI6MlpTrENmhPLzxRvizg4MzYBYP8kK/s5P02woF0ndbsCC5cTKHdCCWkWjMrKcgLpqbmswXzdXGYYeRPvikSUHf21lDGoYGHaoH1Xwz6uDEwaGq0B3BAigA+Gzco1sAu3Z/e1i1j5HHjDG/Hvzyy+nSOZ71FXeUbk2tpNMGnrbJk2WeceJetsxM3822PKoET5vk4dculy1LN+44tHF4PvmkmX57ree74+napezuSmUnoxbSWQ2etsnDmP3Xgz0AIz3POyhOAHBg97dVxwcfmNPOnp0uneNZX3Ez5lvpbWyk53J5pkVrG0/b5Mkyzzhx33OP2amMbXlUCZ42ycNvMNxzT7pxx6GNw/PZZ81cP9V6vjuerl2K3gPWrlV7EKiFdFaDp23yWAPdahZAEXRiGjfw76p+0trYaH7SWi/OgbPKs9JxRxnEqpV02sDTNnmyzNM2eeqFp23y1BtPE6M89SSP41n/cTue9sRdKZ6w4KS1IWQ9+8Uy18MvlPm9g0OPYdQoMoT1wQdmBrEcHBwcHLIJfjrs4ODg4NCDqPaquZJhn33MtyBuvDFdOsez/uLWucAoh2catLbxtE2eLPO0TZ564WmbPFnmaZs8WeZpmzxZ5mmbPIzZf9Ja9+jVy5x2yJB06RzP+oubu8BIk2catLbxtE2eLPO0TZ564WmbPFnmaZs8WeZpmzxZ5mmbPNag2qvmSgan02oPT9vkyTJP2+TJMk/b5KkXnrbJk2WetsmTZZ62yZNlnrbJw5gdJ63OK6iDg4ODg4ODg4ODg4NDzcLqRWtzszntkUemS+d42hO342lP3I6nPXFnmadt8tQLz2KR3NwwFk1bD/I4nvbE7XjaE3eleNoAj5n0vnWKlpZJbP78uUa0mzcDTU3p0Tme6fK0TZ4s87RNnizztE2eeuFpmzz1wLNYBA49FHjiCWDGDPI5nAvZ9q91eRxP1y4dz9qMu1I8Pc+bxxibZEZdm7D6pHXZMnPaQw5Jl87xtCdux9OeuB1Pe+LOMk/b5KkHnhs2AE8+CRQK9HfDhp6L2/GsD562yZNlnrbJYwsSLVo9zxvhed6x3WFE2olycHBwcHBwcKgVDBpEV4MB+jtoUHXT4+Dg4JA1xFq0ep53mOd5LwB4EcB/usOLnue94Hne4ZVIYDloiOHQZ+DAdOkcT3vidjztidvxrG7cxSLw1lvhOoG25VEleNomTz3w9Dy6EnzoocDDD9NzT8XteNYHT9vkyTJP2+SxBcY6rZ7nHQbgHgAdAP4OWrgCwGgApwDoA+AYxthDFUhnIkyaNInNnWum0+rg4ODgUDlwncAnn6STqiidQAcHBwcHB4d0kDWd1p8BeAvASMbYmYyx33SHrwEYBWA9gIsrkcikeO01c9qTT06XzvG0J27H0564Hc/qxX3iibRg7eoK1wm0LY8qwdM2ebLM0zZ5sszTNnmyzNM2eWxBnEXrOABXM8ZWyz8wxlYBuBrA+LQSlgY6Osxply9Pl87xtCdux9OeuB3P6sW9ahWdsDY0hOsE2pZHleBpmzxZ5mmbPFnmaZs8WeZpmzy2IIbWJz4AsCnk940A3i8rNQ4ODg4O1mLOHDphHTQoWifQwcHBwcHBweH/gzFmFAD8BsDTABoUv/Xq/u0KU349EcaObWWmWLEiXTrH0564HU974nY87Yk7yzxtk6feeBYKjK1bx1ix2PNxO561y9M2ebLM0zZ5GGMMwFxWA2uzckKc68F/AJ3MPup53qc9zxvbHU4C8CiAPIA/eJ63pxhSXF/HxrvvmtPOmpUuneNpT9yOpz1xO572xJ1lnrbJU088//EPMig2bBj5SCwWey5ux7O2edomT5Z52iaPNTBd3QIoAigIf8VQ1LwvVHNF3thoftLaakhqSud42hO342lP3I6nPXFnmadt8tQTz3HjGGtoYAygv+vW9Vzcjmdt87RNnizztE0exuw4aY2j03oRADP/OA4ODg4ODg4OlqFXLzIkxl036QyKOTg4ODikjGqvmisZ9t3XfAvi3/9Ol87xtCdux9OeuB1Pe+LOMk/b5Kk3niY6rfUkj+NZ/3E7nvbEXSmeyNhJa90hjuP6Pn3SpXM87Ynb8bQnbsfTnrizzNM2eeqNZy4HDB5cnbgdz9rlaZs8WeZpmzzWwHR1C+BAABcDuAXAvd1/fwpgerVX3rrgdFrt4WmbPFnmaZs8WeZpmzz1wtM2ebLM0zZ5sszTNnmyzNM2eRjLyEmr53nNAGYBOAaAyrPeDz3PuwvA5xhjYX5cHRwcHBwcHBwcHBwcHBxiweR68K0AjgDwOIA/A1gMYCOAZgDjAHwFwMcA3ATguMokMxkGDDCnPf74dOkcT3vidjztidvxtCfuLPO0TZ4s87RNnizztE2eLPO0TR5rEHYMC+BokCubyyPofg5ycXNktY+OxTB+vPm5+fr16dI5nvbE7XjaE7fjaU/cWeZpmzxZ5mmbPFnmaZs8WeZpmzyM2XE9OGrReh2A1wF4EXS5brprjSMG/gJgPYDnhXe7ALgfwCvdf3fufu8B+A2A5aCT3haTOJxOqz08bZMnyzxtkyfLPG2Tp1542iZPlnnaJk+WedomT5Z52iYPY3YsWqPs67YC+Fe3sGGntUUA/wIwyeR0txvXgfRkRZwL4EHG2HAAD3Y/A8CxAIZ3hzMAXBUjHgcHBwcHBwcHBwcHB4c6RdSidQ8Aywx5LQMwzDRixtijAN6VXn8CwPXd/18P4ATh/Q3dmwVPA/iQ53lDouLo1cs0NcAww5Sb0jme9sTteNoTt+NpT9xZ5mmbPFnmaZs8WeZpmzxZ5mmbPLbACztE9TyvC8BpjLG/RzLyvM8BuI4xZrxU9DxvLwD/YYyN6X5+nzH2oe7/PQDvMcY+5HnefwBcwhh7vPu3BwGcwxibG8Z/0qRJbO7cUBIHBwcHBwcHBwcHBwdr4XnePMZYnBuxNYco68E5AKFXgxX0qYAxxjzPixM3AMDzvDNAV4jRq9eemNRdPGedBRxwAPCNb9Bzeztw+eXAtGn0/MYbwNtvA6efDjz/PL2bNQuYPRu44QZ6njkT+O1vge3b6fnII4Ef/Qg45BB6HjgQuOce4OSTgeXLKSxZQnxuvploLriAnAGfdx49H3888PTTwIYN9DxsGPCvfwEnnACsWkXvZs8GrrwSuPNO4nnzzZSGiy6i3086CTjlFOCTn6Tn/faj37dvJ5kA4OGHgYsvBu6/n55/+Utg7VrKg+XLidexxxIfABgzBrjuOuDgg4EtW+jd0KHAvvsCjz1Gz1deCSxdSnkCAGecAUyfDnzxi8TzlFOAq64Cpk4FCgUgnweeeQb4+teB556jb5qbKb+uuSa8nAYOJLn69QMeeSS8nDwP+MUvgO99L7ychg0Ddt+d3t1+e3g5bd5Mch97bHg5tbcDTU30/LOfhZfTunX07THHhJfTf/83wPeWTj01vJyWLydeM2eGl9ONNwIbN9Lz5Mnh5bR8OfF66qnwcnr1VWDNGnoOK6cLLqCynDkTGDIkvJz69KGwfHl4OZ10EvE8/nhKU1g57bYbtfs77wwvp7Fjied++1F+hZVTnz6UJ5dfHl5OAwcCe+1F755+OrycurqAv/6V2lNYOe29N7DrrkRz7bXh5fTee8CyZX6/pyunE08EdtqJnsPKafly4iX2e7pyuuQSYMcOeg4rp4cfpjwX+z1dOT34IPDOO/QcVk5XXUW/i/2erpzef5/yifd7unL6zneIp9jv6cppyBAKvN/TldNRRxFPeXySy2n5cuIlj0+qcho2jHjK45NcTsuXEy95fFKV05AhwB570Luwclq+nHjJ45OqnFpaaDwAwstp+XKqJ/L4pCqnM88Ect2zkrByWrYMGDGidHxSldNf/uLHGVZO//oXyaqaR4jltHEjMH++fh4hltPPfkY8VfMIsZxWr6b8080jxHI69VTiqZpHiOW0fDnx0s0jxHKaPJm+V80jxHJavhy47z79PEIsp513pvmHah4hltPy5cAVV4TP93g57bknMGgQvQsrp+XLKb6w+R5A/fDhh4fP93g5LV9OvMLmewDQuzdw7rnh8z1eTk8/Tc9h8z0A6OgA/vnP8PkeL6drryWeYfM9gPrh118Pn+/xcvrBD4hnWvPyIUOAj3+ceLp5eXg51T3CFF5BloP/BuB7BuHvAApxFGoB7IWgIaZlAIZ0/z8EwLLu/68GcIqKLiw4Q0z28LRNnizztE2eLPO0TZ564WmbPFnmaZs8WeZpmzxZ5mmbPIzZYYjJxE/rZ7uD0RrYkE6HOwCcBuCS7r//Ft5/y/O8GwFMBfABY2xtmXE5ODg4ODg4ODg4ODg41DiidFoPjsuQMfaIUcSeNwvAIQAGAngLwI9BFohvBrAngDcBnMQYe7dbv/V3IGvDWwF8kUXoswLAhAmT2MKFZjqtGzbQtcG06BzPdHnaJk+WedomT5Z52iZPvfC0TZ4s87RNnizztE2eLPO0TR7ADp3WUB1UxtgjcYNpxIyxUxhjQxhjvRhjwxhjf2aMvcMYO5wxNpwxdgRj7N1uWsYY+yZjbF/G2FiTBSsArF9vmhq6B54mneNpT9yOpz1xO572xJ1lnrbJk2WetsmTZZ62yZNlnrbJYw2qfT+5ksHptNrD0zZ5sszTNnmyzNM2eeqFp23yZJmnbfJkmadt8mSZp23yMGaHTmtq1n4dHBwcHBwcHBwcHBwcHFJHtVfNlQzDh5tvQdx7b7p0jqc9cTue9sTteNoTd5Z52iZPlnnaJk+WedomT5Z52iYPY+6kteZRLJrTct+radE5nvbE7XjaE7fjaU/cWeZpmzxZ5mmbPFnmaZs8WeZpmzzWoNqr5koGp9NqD0/b5MkyT9vkyTJP2+SpF562yZNlnrbJk2WetsmTZZ62ycOYO2l1cHBwcHBwcHBwcHBwcKgorF607ryzOe1JJ6VL53jaE7fjaU/cjqc9cWeZp23yZJmnbfJkmadt8mSZp23yWINqH/VWMowda35uvmJFunSOpz1xO572xO142hN3lnnaJk+WedomT5Z52iZPlnnaJg9jdlwPrnoCKhmcTqs9PG2TJ8s8bZMnyzxtk6deeNomT5Z52iZPlnnaJk+WedomD2N2LFqtvh7s4ODg4ODg4ODg4ODgUN+wetG6007mtPvtly6d42lP3I6nPXE7nvbEnWWetsmTZZ62yZNlnrbJk2WetsljCzw6MbYTkyZNYnPnzq12MhwcHBwcHBwcHBwcHKoCz/PmMcYmVTsd5cDqk9ZXXjGnPeaYdOkcT3vidjztidvxtCfuLPO0TZ4s87RNnizztE2eLPO0TR5bYPWitavLnPbtt9OlczztidvxtCdux9OeuLPM0zZ5sszTNnmyzNM2ebLM0zZ5bIHVi1YHBwcHBwcHBwcHBweH+obVOq0tLZPY/PlmOq2bNwNNTenROZ7p8rRNnizztE2eLPO0TZ564WmbPFnmaZs8WeZpmzxZ5mmbPIDTaa15rF1rTnvxxenSOZ72xO142hO342lP3FnmaZs8WeZpmzxZ5mmbPFnmaZs8tsDqRevGjea099+fLp3jaU/cjqc9cTue9sSdZZ62yZNlnrbJk2WetsmTZZ62yWMLrF60Ojg4ODg4ODg4ODg4ONQ5GGPWhhEjWpkpHnkkXTrH0564HU974nY87Yk7yzxtkyfLPG2TJ8s8bZMnyzxtk4cxxgDMZTWwNisnWH3S2tlpTmuq/xpHT9bxtCNux9OeuB1Pe+LOMk/b5MkyT9vkyTJP2+TJMk/b5LEG1V41VzI0NpqftLYakprSOZ72xO142hO342lP3FnmaZs8WeZpmzxZ5mmbPFnmaZs8jLmTVgcHBwcHBwcHBwcHBweHisLqReuuu5rTnnpqunSOpz1xO572xO142hN3lnnaJk+WedomT5Z52iZPlnnaJo81qPZRbyXDmDHm5+Yvv5wuneNpT9yOpz1xO572xJ1lnrbJk2WetsmTZZ62yZNlnrbJw5gd14OrnoBKBqfTag9P2+TJMk/b5MkyT9vkqReetsmTZZ62yZNlnrbJk2WetsnDmB2LVquvBzs4ODg4ODg4ODg4ODjUN6xetPbta047Zky6dI6nPXE7nvbE7XjaE3eWedomT5Z52iZPlnnaJk+Wedomjy3w6MTYTkyaNInNnTu32slwcHBwcHBwcHBwcHCoCjzPm8cYm1TtdJQDq09aly0zpz344HTpHE974nY87Ynb8bQn7izztE2eLPO0TZ4s87RNnizztE0eW2D1orVYNKfdsiVdOsfTnrgdT3vidjztiTvLPG2TJ8s8bZMnyzxtkyfLPG2TxxZYvWh1cHBwcHBwcHBwcHBwqG9YrdPa2jqJzZtnptPa1QU0NKRH53imy9M2ebLM0zZ5sszTNnnqhadt8mSZp23yZJmnbfJkmadt8gBOp7XmsWqVOe3MmenSOZ72xO142hO342lP3FnmaZs8WeZpmzxZ5mmbPFnmaZs8tsDqRevmzea0jz2WLp3jaU/cjqc9cTue9sSdZZ62yZNlnrbJk2WetsmTZZ62yWMLrF60Ojg4ODg4ODg4ODg4ONQ5GGN1EwAcA2AZgOUAzo2iHzmylZnimWfSpXM87Ynb8bQnbsfTnrizzNM2ebLM0zZ5sszTNnmyzNM2eRhjDMBcVgNruXJC3Zy0ep6XB/B7AMcCGAXgFM/zRoV9s327Of+lS9OlczztidvxtCdux9OeuLPM0zZ5sszTNnmyzNM2ebLM0zZ5rEG1V82mAcB0APcKzz8E8MOwbxobzU9aWw1JTekcT3vidjztidvxtCfuLPO0TZ4s87RNnizztE2eLPO0TR7G3ElrT2MPACuF51Xd7xwcHBwcHBwcHBwcHBwshaF3n/qB53lnADij+7HD87znDT8d6Hl4O0U6xzNdnrbJk2WetsmTZZ62yVMvPG2TJ8s8bZMnyzxtkyfLPG2TBwBGGNLVLqp91GsakOB6MGIchZvSOp7V4WmbPFnmaZs8WeZpmzz1wtM2ebLM0zZ5sszTNnmyzNM2eeLS1mqop+vBzwEY7nne3p7n9QZwMoA7qpwmBwcHBwcHBwcHBwcHhwqibq4HM8a6PM/7FoB7AeQB/IUx9kKVk+Xg4ODg4ODg4ODg4OBQQdTNohUAGGN3A7g7xifXVIDW8awOT9vkyTJP2+TJMk/b5KkXnrbJk2WetsmTZZ62yZNlnrbJE5e2JuF133N2cHBwcHBwcHBwcHBwcKg51JNOq4ODg4ODg4ODg4ODg0PG4BatDnULz/O8aqfBwcGh8shyW8+q7JWQu154Ojg4ODiUwi1aaxye5xmVkSmdTTxZgrvtnuflTCYZphMRU34mPJNMfuLEH4dnmvzi8IwjS9p1rtbre5Z5xm3rabbLSvOMoqkn2dPsi5L077bwtBWVGFvqBdWUPcubNfUie72M1dVG3SQ0DXieN8DzvF1iDNRDPc9rlt550rMxTxN+wvshnuc1MsaKwrvAxMHzvLzneaM9z2sS6XR8Pc/bT6b1uiE8N3qeN83zvIEyT006K8FzZ8/z+obRep53jOd5X/Y8r6H7ObQue543zPO8foyxom6S4Xne8Z7nnet5Xi/GGAsrUxN+cXlyPnL+afj28jxvJzF+OQ88z2uIuQgc4HleH7nOVZpn97vmbnlYGF33+49EtY3ud5VoQ/XCM5NtvRLtskI8I+Xupqt52ePwM4XneaM8zztA81si/p7nTfY8b1J5KesRnh/2PG+w4r1y46CbfkD3/72E92K7HOF53t6Kbz2Zpwm/BDw/JNd3VV2OI3uF0llN2VOdS3o0ruzneV7eZGPF87zhnucN7s6DZg1NJXhWYl5eVdlN+El8a378rxlU21FsTwYAdwH4NYATAUwELdr3BzBEQXs+gKsAvAhgAYCZAPZMytOUXzftOSArX0u6efbX0P0cwH8AvA1gCoA9APTR0P4UwE0AtgA4AsBuAHor6K4E8ACAIoDjAIwA8BEAfXuI57e68+kZAD8E0KCR55HuvPySQbn/EMA/AKwHcHVIfj4C4I1uuRrL5ReT558BfAXArsK7xu6/nkT7JQDndufpHQCO1/C8pZuuFcDA7ne7q9IB4LsA/g/AcpBP5C8A6NVDPL8B4HIA/wKwl67Mu2kvBPD3bn77AtilB9tQvfDMZFtHZdplJXgayV0vspvy66ZtBJBTvJf7uBsBfFJ43h/AThqee0LRD8jxAPg3gFO6/28A0ALqb0raUYV4msr+FwDThOeS+Ynw20+6y+gNALcD+A6AEQq6vwM4RHjeB+r2a8QvJs/vA/gtgNdAfcPpqvyJI3uF0llt2VOdSwK4H9RnfxfACQAGgMbtkQraS7tlegLAswAuE+WrMM9KzMurJrspv27auhj/aylUPQE9KizwO9BE4S/d4RsAFgH4JITBBMBQAC92/78TgCsALATwEmjS3BCHZ0x+QwAsBjASwCkA/gjgNwBWAfgTr9TddEu6/58O4GYA9wF4vfv/3RQ8+3TT3trdqF7qpt1VoHuh+/+9AdwD4GEATwL4J4TOocI8D+lumNcBOEYsF4HuWQBHgSZMNwHYv/s3eVIxFMDzoInE7gB+D+Czwu8fEXg+AWq4N4A60haBzovDLybPPqBF2EbQAu92AId259O+CnkWAmgHsB+AB0GTysUAPirQNYAWga9208wCcBKApwEcqOC5BNQR9u3Oz1Xd4cwK8xwCai9HAzgP1MH/uDvffgKhY+6m5XnP28aNoI78TwAG9EAbqheemWrrqEy7rARPI7nrRXZTfgLPxwB8FcBoAE0APDFOge514buLuuN4DdTeB0o85wP4AYCPdaejSfh9T4HuNeH9FQCeAvA4gNsAfLgHeJrIPgTAPOG7M0F97noAf4AwqQX1rasA9Ab1sSeCJsCLQJsMzQLPZ4TvzulO4xugPnyXOPwS8HwD1McNAPBlAPcCeAs0uZb790jZK5jOqsneTZ/2XPJHAGaDxtPfdv99uTtfxfo8FMCy7v97gzalHwYt0n4HYRFTIZ6VmJdXRfaY/Opi/K+1kKnrwaAdkEWgwvs5gAmgHbKDAZwpXNk4BFTIYIx1gCrbowAOA1XKfWPyjMPvdABPMMZeAtAB4FgAvwItUvqAJjoA8HEAS7v/3xXARMbYUQBmANgK2jkReT7NGNsO2nWZDjqtO7w7jkO76Y4ALZoA4AAAwxljhwD4BIA1oAVKpXk+yhh7mDH2LKhhzgToKgOA/9feeYdLUpRr/Fd7NrAsLCxLRjIiLJJBggQl7QKKCCrZSxBQDFdARAEJBiQq914vV7LAooCKkpPkpOScERBJEiQpKOG7f3w1O3X6TKg+p2enu/p7n6efmel+5616q7uqu2Kf45ybBe2xu1lErgB2BF4CvuacW1iGDnPYCbhRRJ4SkRfQlvH/9JqzAFc558YDXwTuFpFHgH3RlrzvOOfWgUHzlmL1iNX0abgXcCx6TVyAFl7rAt90zq0d+Pmc17xBRB4HfoBW7vYGtnDOTfKa76E9JRf5sE8FdkGvz22dc1sFmpujBdizIvI2ek3/HH1YXtU5t2CvNH0aXS8ilwOPAduiD6j7opXyZQPNzwN3ishT6DW+vve9KlqhXtfzdqY3eagqmnXM64Xnyx5pxvpuhF9277F6jbAXB1ZHK8HHAtsACznn5gIu8NrzoA+jOOc2AdYXkY8D66C9B1MDze2B2dH8vx3wDWBX59x6zrkpwK0+nmOBO/xQxA2A5URkLbTH5Flg6x5rxnrfGXjfe/8EWuYdjJYFs6FlXQNT0IaFUSLytoicJyJ7oBVthz53gJbRk7zmemg+3QJYG3iPZv6N1cujuTZa0XhYRF4XkVNEZCqwHjBvxk+s917Es9/eofhnyeOBZ9Br8ftoj9o8aC/m/s65Ac9bHXjU6fD+f6O9zX9Fy+uxwAo91uzFc3m/vOfR25lq3P9LhVpVWkXkGbQFYy/gEbTF61y0BfSD4EHgCuBF59yOzrnPAIcDL4nIc2ivzi4ZzVO6aF4BvOSc26mbHvA2WhkAvUC/KiJPisiTaM/V5/yxy4FXnHMHoS19l/n4PIe2mEwLNJ9GMzjojXg3EfmXiDyLVhA298cuAZ50zp2IPoBc5TVfQlv618xo/m+k5tPOuZMiNN/z6dZI2196jzujmewvPjMuApwZpP8P0ALhUufczs65sYHmiz6tGppXAHc75/ZDM/stvlI1Fh120ojbd9AexP9yzn07eOh7ET2f3fTwmidEaCIit6GFyqEichp6Df0SeBfYIfBzDTDK6Zyv0WghNY+IXAUM0Lw+EJGH0Jazg0TkSh/22WgL3fKB5pXAW865TzqdR/YttNXyQfR63CmjeUuk5j+ccxt00ZzkfYLedPYTkT+IyB/RVurtA83rgH8753ZEe0HOE5HnReRp9KbXeEh8G83n0D0PveScO5DueehtNJ/HaL6cQ9PyOoXk9dh8Dv3N67G+qYj36DIOfeDbwVcGvohWcHdEr9fzgee993uB+5xz+6P54nyv37jePxVo3gfsIiKHA/v4tP0wWtk8Ee0Re1u0oet29GFzGbRcREReRq/NdQPNe9Hh2DGad0RqPgPsGOH9ZeBh59xRaM/1uSJyrw/rAQY/TF7n43qw0/luE53OnXwGHTrZKGPvAa5zzp2FNjheICKv+vT8I/DpQO8+4JAueg3NG5xzv+yieRnwuHPuq865CaDrIog2cjyF9jw3EOs91neVvDfyeKOnccTPkiLyd7QHchraMzkrOr3nV8BdIvK+p16J3r/3cc7tiw7VfdD//3HgPzKah0VqPg3sG6EZ45uKeI/2TXXu/+WClKC7d2ZtNIdYbIL2GD2OtjC04m6NXpAnA3sAc/r9twCf8d/DoU9TO2mirShnow++LfX873D4z1wMHj5zEX4IKNrg8Dn0QWZDtIVqBXQ417UMHio6Dj+XEG3BCYdcXJrhbgTsCayIDtXc3O+7IcML4zUeGOiguTY6X3MldO5iO81JNIdJjfafS3vf9wGb+X3hcIgw3K3QXsolgn0TgMUy52ISmmn/jB+aRzD8J8PdAC0sP+p/zwbMG57/Vnp+/xzZa6+NZnjs62jL/iNkhgYH5/JQtDXsT+ic0fn8sRvDayn4zxfQgukxYKkWxx06z+529AHq2zTnq95M6+t9my6aA/46utWfk3aa4Rze+Rk8fOYC4FMZ7/sA09Fr/wiaw12uopk3ZqN5vU9k8LChGXnI//6iT8P10RbfdnkozJdztNNE8+V2wI/QluFYTcvrI8jrRObzEuT1KN9V8R7rO4jnpBZhfwh4h2BuPjA3cBpaQbgfvR9/CriaodMg5myhOQc63WKLTJl0mE/re9Ge42+iD5qh5lhgQoym339ohOasYVq18+7TaAm0d+UIBg+pvzjU9PsWQx+Mz0Mrz9t6jzc04omWH5PROXNfYfAQ9Msy8ZwX7QX+XTu9IC3Ho+XQXl00V/B6N6A9p+ugDbE3ZzSjvcf4rpL3zDnd3HOfoPWz5EbokM/TffiT/P7ss+SA/1wbHcr6BH56QQvNtdB7wOHovb0xNPWPreKJ9vJ105yC3gePiNTs6Lsq3mN9U5H7f9m2vkdgphkdPH9kPNoacZn/PWSScngxBd8XBc4Jfs/vL54Bf4EcH2iOCXjz4CeVE9y00Zb0s7PhocMCxmX2r4EOJWj8noQON2o8+GyFVnR+DxwTmSarAFd3OD4NbeU5DTgkc2wetGctO4d0FeCqDC+8+WwWaB6c+e+c/v9jM/t/AjyR8b5mC94AweId7a4D//ld4OFWx1p8DxeGmIwWSo0GkIEOenP7AmEQt3E+g+9j0Jb8Mf7aPBO4NnsdhfwW19Ky6ENiw9/o4NqYC20NvD683kOPgc5CwfelgAuD3+PQhyznz+s5Wc2AOyqIyyIZzQsy3CWzPtGbzV0t4jc+SM990eEx1wAnZMNv8d/V0ZvbEN/++O7oHJXzgJ9kjo0meDjJamauwTDv7xFoHpv5r+X1HuV1OuTz7LXPzM3rUb6r4j3WdyMsfx1n8/po4JLg9xiaDXEfRh9kz0HnvH8p4zEsZ1wYDzTPNY6FeXJFtPHrCPTBd+tMfMYA8wc6A8H33wa88TQbzVZGy6OG5lYZzTnINFYEYYXeJ6F5bXTm/8vjy9o25251n05HoqNatmlzbYT3hY8AVwTH5qfZELI6Whlv6H0hozMves9xXnNsoHl5wFsK36CCPhAfh/aiHQ58pcX13tX7cHyX2bu/rpZFy8vxft/BwKXh9eJ5S/v4DWTitDjwy3blAToC4nT/u9Pz7vjgP/MDpwW/P4o2xDbic0CgOSYT3hR0GOuMYy00o3xXxXus7yC8Stz/y7Y1CvSk4ZybLCKvtNjvJJMArbhOl7huzLWYVUT+6Zz7b/RCfAW4UkTOa6XpeQsAr6GZ8byM9gQR+Yf/fgrayjsKvfjvA04VkWudLq++pIj8wfPGoTe8pdHhK8eg494XFR1O09KPc7rktYiIc25utDJ9X4c0Go2uCPlGxtMQ7/7YvOgN/97A+9/Ryvx5geYEEXk9+F/De6Mguxf4hYhc472vKyJndEqjFnHv5H0i8DGfnm15Gb2Gn1fQG17oe06vd0W3NMpo/gh9MHsVmA/tPb0aeEpE/uaHE70XcD8CvI4WZPcAF4vI7T7dFxSRu1td1/7/46U5THCG1xY+R4vIe07nWE0WkWf9cNfV0J7Vc0Tkjg6aB6KF8RPAWQ2uPzYr2hD01xbeH0SH/N7hdO7YFBH5Tcb7a+gD9d3oUL2X0IVNHvBxzua/0fghRs65hYHFReT6DmnUeGD+a8bPEO/+2KLog8l1ge/H0ZvoHYHmAiLyl+B/ltcLyuux+bwbN6PZi7we5TvDLa33WN/+fz9Cr99XGJrXZ0V7dZ8KeK+h+fxmtGH3r865saLzxGbEv11e978b9+p2eb1V2Xcgfl4ambzuj08QkX8EZcITwK+CvN5K81jv+TV0MZd/AB/yfseh+fKpIK8PoGXdPeiD8bXOuYXQES3Xec2oZ5p2PH9sog/7kQ75t5WfBvdVtJKWvT4WEJGHnHNnAP9Ge5n3FZHnnXPzisjfWsQlynus74p5/z262NQCaK/fjcAPgmtqQETe97yX0Ibj1dCh6ceLyAU+L88pIn93zq2MDj9+XTKvPGnhZ2V0SOmbIvJuq7TyvOnoHM4BtDH5mA6a0wFB71m3N7jD9R1wS+091rfnVuL+X0pICWrOvdzQicUfoENzt2Loim2fotki0o27Kdqythk6/Gd5dOjl3QSttWgv0UAb3pYBbw2arbibo2PJF0Jb8pZBW3MuZHCrXCveQWjX/+45vW/g49mNtxnN1sRunlZCW5Za8bYKeGvSbDkaifchvEjv66MFRjfep9ECo5vvFTLp1Yn7cfQ62sL7Wc1vm6BDQE4Fpmbi0Yr7fbRlbJPM9fwB2gq3SagRhD0QyV3dp9Fm6PDbDdFFYx4F1gp4YY9MlvsYg3ualvLXRys/h2X9dPD+A7RHeoMc3lfwYXfjrUHz2mzl/WMBd+EOvLDnamksr4/UeyteVD6P5PYyr+cpu0rvPdZ3h/zbyOtTg/+04v0Ind+4USa+3fLwWuj13o23DvF5fRlal4ePMbg8XI5mXt8UbYRcGZ1LfCI6B/gEendv+zT6QNyNtyHtn1O27pBGnc77Kj6NpnreQjSHZJ/kz8ORDB62WNT1/mmaZVdVvE9Dh3g28ulE9Jq6Da2cjGrDmwPt2b+FoLct8H0SOk1jWXRRscYz7k4t0ijkTqA5OmEntMK0KdoLtyDaKHsF8PXM+Wvot+J+NVNejon1XRXvsb4LuAfOtPt/Wbe+R6DnBnUY8HHofIZb0W71n6MFz6oMHnbSjXuD551B8N48f/LP9t9XC75344VDjfcBft4i/mugy1ZvHMnbMNLPaujqkDG8MI06eVodXTwhhnd2Du+bRPB+zeAKTDdPN+W5PiL8/DoyjcLr42DghwFvAB1iuRNaAIavjmjFnRtdzONyYDW//zR0qOG30LlnL6IPSougQ0wuCDRacU8AFvbcCz3vLHSxk8b/vgKc7L+vSjA0N4J7YqSf1SO9XwGsGunnogjeEpk06ubn5Ajeapk0srxeUF6P8HNTZBr1Oq9H+a6K91jfOcuubrywPIwtu7rx8uT1EyN5YV4/g+aQ5h+ic5HXQlcYvgBfzkVcHxvnyOvXR/JuDOIYm39jy4RT8Q/W6IP273x6L48uvBeWXbHlYZ6yqyred0N76rPe50IrVFtF8E7GV7TRuYk/RSvV56INJsejFekt8a9OycNF12HZPfjfusD5QV6/NDjWibs6zaG/Ub6r4j3Wd87rva/3/7Juo0gf16DDTP5PRD6Gvvvpn+jN7Da0JSOWe63vcn8WHR7SGPp3Prqi67roRf9wJO+hIOyTgDmcc8c5HcYIgIj8CR0Oulwkb/lIP7f64zG8xpCkbp42AR6M5D2cw/uUCN4bDF5OvJunqyN4t6ErD8b4eSAyjaYG3k8D1nPOHeacW0BE3heRl0TkTOB5Bi+J34r7sohM99yVPe9WtDHkGBFZwsdtAF057gl0GAoduKPRIXlPAPc6XW7+TR9Gw8/pwHzOuWXQnowX/bEY7guRflaK9P4c2sId4+eeCN7jjTSK9PNcBG/zRhp5WF4vLq/H5vNu3F7n9Vjfpfee0zfEl13deGF52LXsiuTlyesvDKM8fAddRAi0h+gwEblFRH6Prni6oj8WWyZ0O5cz8nAE75o8+TdnmfAM2nMEOhrje6Iro96HDo+Ovd5D77G+K+NdRE4Bnvfelwj2v4oONV0mgvcBOqQatFf3ZBE5V0S+gPYiPo2urHsW+v5gcnLvRe+zOJ06dAO6Qv7WaF6/JdDsxN2kwY31XSHvUb49Sn//LzWKrgWXcUMXSXIweAEW9Oaz6HC46NhvGjy0W/1m9IFmobw8f2wKujLqg+jFtR/ayvxngtUhY3k5/eRJo1p6z+knNo0+hhYYlwO/QBfuWQ99t9cSGc0oLrpAiGPowjmvtTiXUVz8ypeBn93Q4U53tvAexe2n95xpFOsnTxqV/nqvSl7P6aefeT3PuSy995xpFJt/85QJlcjr2Y3mMMfbM/FM6t7WwfdtLdK99Nd7D70vjvZ2vYQOOT7Qbw9m4hnLG9vG91strqMobsN38HtltKL2FDo/e0gadePG+qmK95xpVIn7fxm3vkegb8Z1AZij8nKzJzrDOwd4LA+vzfG50KEn0/HLpI+EN1zvWV5dvefxMxzvvvBcFX0J9HnoQ9tmbTTacruEvSJwSmQ8Z3C78G5E30EWozmI2y/vBabRDD/D8V3m6z3PdVzWvB7rO8vtdV7P66eM3kfgOyqvd+NVJa8zeF5etsK8PX6F+CLOeZ7z3uvrPeS18L0LwYrjVbjeZ5Z3z5mGrkC9C7DiSHkBfyHg25FpNIOb8ZOt5BwO/LHV8W7ckfgpm/cR+i7l/b/MW98jMNMN6/uOJqAT5mcvgouOix+HtmBMGS7Ph9NYwGF9/zmksIzljcBPnjSqpfdY3znTaN0cfqK46AT88fj5YUVwac47XBQ/n3Sk3H56z5lGsX468qp2vee8jvuW13P6mSl5vRHnGD+x3Dbp1dJPLLcNr62fEaRRbP7NUyaUNq+3CH8iugrqsiO93nNexzP93hZcz5/z6T4LmR6i4XqP9VMR740FgrbsEF4ULxP27uhiRI7Mq1XycgPeHuh7nMfS4h3tsdycfirhPQevcvf/smx9j0DPjA2+wTdWf1sSuGa43KJ57eKBrrB6w0h5GW7H8GN5RWq2SachnmJ5/T6XI9RcAj9xfzjcDG8gCPv3XTTbctvwlsihOYRLMEwv+GzrPYbbhtfSTwyvBddF+mnL65A3apHXe+m9RH5iNfOcy9J6zxl2x3IuL89zOpZzeXkZbsc8HMtrEf7vWqWh/95YXTTm3jYm0Lyml7yZpNmokHS7/48dhma3eM50zVb/Q3u77iuQtxQt3nU+HG5Rmpk0auT1ln5iuW14LeMZyy2a1yWNSnv/L+OW7EJMIiJO3zOJ+PdcAtuh73fCOTeQlxvBG52H57+7FtHfFn1f54ywY3kduEP8xPIiuaPz8KBtOg3xFMvrwB3Oucx1zvNwPW+2DO+r6DvLWvnpys3w3ve8vdA5IJ0023Lb8L6aQ3MIVxQf+OtkIOC92EozhtuG95VWaRTDa8FtnOO9umi25fnvs9BEo+zdgaH5MorXgbsjftGpLppDeJHc0Xl4/vvyTt9JCVrRb3DvzMRzJLyd8AvwZPxEcSN43fwM4TrntnLOTfLHG/9vV25Hcdvw2pXbUdwIXic/LctD/3s+GFR2fY3WeSOKl+F2LOdieW24Lcu5WF6H8F8Oub7cHOe/v+t5O6DzXVuVsVnujugcv26aw+Fl721ducPQnMN//3fAbXUPzvJ2okXZFcuN4HWL5xBuHs02mIquCjvkWhombxo6z7obLw835HXzM4SbSaNGXp+KX/iow7lsy23Dm4YulBWjOYQbwevkZwjPf6/Es37pISWoORe9oe802hF9l+PXaU6eXxg/JIhm70gUt2hel/gvDMzTjRvLK6NmL9Kzn+cyh+aC6NCRnwDb+/1jgMn4YSmBZhS3QprLAD9m6CILcwHzZjSjuEXzehG2/1wOOCjDG48OzWn0SLhYXsU0V0DfqTsh+P9kfMt0sK9QXi/Czqm5PLri6JdblIeTM5pR3H5q5gx7CfQ90r/Fv3sQHX43kWbP46hYXqKa86MPjgegc9V2R+8jE8gM2Y7lFs3rRdj+cxFgb/T1MH9E38e7MDqcciDQjOJVTHM0vozM5KP5gbmC66NQXi/Czqm5ENoYdSr6rLBowJuU0Yzi9lMzT9jtNkr2XF6FrZGJkoJz7gi06/s2YGngURE5yh8bA7wn3ngst2ie/30gWqCfJiKPZTyMB/4l2osTxauYZi/Ss5/nMlbzaGA+dLXBpdD3jK6EVvJOFZEZr4qI5VZI88vou9BeR3tRjkNfD7COiHyHALHconk91DwOeF1EDnHOLYW+q/ETaC/NqSLyaB5exTRPAp4VkUOdc2ujreU7oq8/+qGIXNoLXgk0j0Xzw3i/7Ssit/pjoxplYR5uPzWHEfZs6Dsqt0J7oD+L9jQeJyK35OElqnkkWqk7F1gTXZzpdXTV5BOk2VMZzS2a10PNn/k0+l+0Mr8HWn5cDhwe3DOieBXT/D7ayPVrdFXYV4AP/PPBOPRZ4f2ieb0IO6fmUWgD92/RVcLfF5GDvMY44N2grIni9lMzZ9iVeC6vBKQENeeiNzTjzOK/rwRcRvMl3jsDn8/LLZrnf78O3IC+4Pdq4MvA/P7YnsBeeXgV0+xFevbzXMZq3kWzV+Ie9Ib+WbSlbl+/3+XhVkhzXrQ1emVgQ+AS4N/o6yw+5TkNzShu0bxehO017wdW89+no+9g2w44Ftg7SKMoXsU0T6TZA38VOhJhdvTB7niaoxIK5ZVA8xZgNv/9e+iL3Rdtc8+K4vZTM2fY9wPz+e93AEejPbX7A0fSnP8VxUtU8yGar86ZBc07mwGnAJtm0jOKWzSvh5p/AtbK7BsDHAZ8KyhnongV03wJrehcijZsfAtYM8hXB/eCVwLNh2j2uC+O3i8397+/BuyZuZa6cvupmTPsSjyXV2HrewQKNwSroA8SY2kWEnvjF0tAl6VfOQ+3aJ7/vhhwtP8+Gp3Hcjn6/qXpaM/NGrG8imk20mlcZHp25PVCs0dhr4q+6B5gHuDm4LpdEi1YFva/o7hV0Qz2rQpci19RD70+DgD+Qmb5+lhu0byiNdGhtHehlZsvMfi1GB8O0j2KVyVNv28d9LUli6KvAAgrgHfhV1EtmtdPTXSV2OuC/QsAP0XLwb0z/4ni9lMzZ9jj0AarPYHNgX8Gxyb4NFo6lpeo5ljgv4Dd/LHZ0Yfg8WgD2Bk0H4ijuEXzehF2kBZfRCvzs2XK3QnAfcCSeXhV0UTzzXf991H+GjkRvYechFYAP1Y0rxdh59RcFu2JDZ+RtsI/LwDXAav471HcfmrmDHsxKvBcXpWt7xEo3JAusLIqfqy23zcr2vtzDMFqWbHconl+v/MX1OyZ+I9BM/0TeXhV0fS8AWB1/Lh/v3+2MJ1ieb3Q7GHYo2nOexgHLB/wlyR471cMtyqaYX7zn+uiLdAHAFe2y8cx3KJ5RWsG18eG6MvQLwKODI4vFaR7V16VNIN94zz3aXT49I/Reb/bAzf2itcvTZ9GY2g+qIa9cGuhDwvbBOneldtPzTxhB/s/iQ6LPRqtxH3S71+ewWVCFC9RzY3Q6STPoe+jPcDvnwLcn9GM4hbN66HmfMDJ6KiUs4C10TmCuwJ35uVVTHNeYGKL+8RRwJO94vVTE63QfpTBz8YObfg6ncENYlHcfmrmDLv0z+VV2voegZ4bbA7F2Qj4ANhnpNwiednM7vf9J3DIcHhV1gQ2bpVOsbxeaPYo7Dla/PdMMgvb5OFWSLOxMMNO6AP/dv53q4UcorhF83ql6fePZXCv1KnAgcPlVUxzMloW3IE+1B4CfLbXvH5qkskX6MPObsBO3fJQO24/NfOEHXBWBm5C5/yeD3xtJLyUNNGeuAUY/PB7NL73ajjconlFa8Kg14Qs7o8/AFzov2+dh1clzRbpOopm4+cewPdmBq8Mmv5zFeA9/JSSkXD7qRnDoyLP5WXfklqIyTk3VppLjeOcG+W/CjpM5Ui0q/wvsVzghSJ5PuzlgV3QAv4Nv90M3CQi7zjnVgceRltIuvJE5M0ENG/26XUcuvLeHDG8Luk5LM0ehz0r8CbwFtorcxNasf0GMF1EXgg0O3LR4bhV0dzZp9Fb6IIkt6CNOlcRwGt25RbN67HmLuhwuTfQ4VJ/8vx30VdmnBuke0deJt2roLkzujDJm2gvxMUi8ohzbkEReS6TnoXwSqIZ5otB5WFweURz+6k5zLDnQOdSvQpcADyJ9ky8ic7/Xy6GJ7qQSKqaEz3vOXTY8M3onPhp6DDD1wLNjlx02H5hvF6E7TVnyV4zDTjnFhKRZ/33KF4ebtk0/TOik+aCRvMDrwEUyfPPYIWGXZSm01et7AecISLPddIMucCr/dLMGXYlnsupEFKrtB6PdntfDFwuIm8Hx0ZL8z1K0dyief73jeiE9ZeBd9Al8hcA7hGRU/LyTLNYzdT8lFBzSXRI0b0icmoXzZbconkzWXP+yDQawqu45lLAh4A7ROTkXvFKqFmVfNmLsJdEh0ne1SWNWvJqpDlT8mUJyoTz0Aavs9G1EN4Kjs2FNvz9LZaXkOa86CqurxfN60XYBWrOKSKvBb+juP3UzBl26cv3ykFK0N1bxIY+PLyGLgpxJjo048fA+v74EcDH83CL5vnvk2g9v2MqcD268troWF5imt9GK/5RvF5o9ins/XJo7peI5qaety/N4URR3KJ5vQi7xOleFs1u6TksXi/CrrNmQWFPC66PTpqDeDXT7Pk9uJ9h+/0LAs+jw0Z/hy5QdBbwaX/8GHQqVRQvMc1jIzVz8XoRdsGaPwU2idT8KbBJPzVzhl2JfFm1re8RKMwIrI923S+Avuh5Y3SO0TloJfJdmsv1R3GL5vmwR6FDRs8DVs14+BC6Cu2YWJ5pFquZmp86a6bmp86aqfmpimZqfuqsWQI/q6GVmfH+99Jow+4f0If/d9GhjFG8Omum5qcqmjnDrkS+rNqW2vDgMdJ80bVDWxs+QJdin01Ets7LLZrnj8+KvrNtcXRO2CPonLCN0RabT+bhmWaxmqn5qbNman7qrJman6popuanzpol8DMaQILpUn7/ccBiIrJlHl6dNVPzUxXNnGFXIl9WCclUWp1zo0TkgzbHrgL+R0R+n4dbNC+zfwL6epwp6ITpLdHVBc8QkQfy8kyzWM3U/NRZMzU/ddZMzU9VNFPzU2fNfoXtnHPS5oHTOTcd+JWIXBzLq7Nman6qopkn7GB/qfNl5SAl6O4tcqNZEZ8IzO2/Lz0SbtG8zH8WAZby39uOMY/lmWaxmqn5qbNman7qrJman6popuanzpr9Cpvmc9LcaM8U+Hd9D4dXZ83U/FRFM0/YwX9KnS+rso0iATjnXPA52u/eB1gRQEQezXC6covmtYjzGP/1S+hy+EhmuEEenmkWq5manzprpuanzpqp+amKZmp+6qzZbz8w47lzH2AFz326xXNSLK/Omqn5qYpmdNgVypfVQL9rzb3YAIeu8DVf4/dIuUXw8C8gbsGdN7M/imeaxWqm5qfOmqn5qbNman6qopmanzprls2P3/dcgwszeq6ieHXWTM1PVTTzhN2C1zZvDIfXK80qbH2PwIgN6LuHpgGfAXZA3xE2GdjWHx+Vl1s0r0WcB/yFNBHYurFvuDzTLFYzNT911kzNT501U/NTFc3U/NRZMzU/ddZMzU9VNLvxgIXRV+B9HBjn9w3hxvJ6pVnVre8RGFHkYTxwBXAZcDRwFHAScCCwoOe4PNyief5zLHAAQ5eebhwfk4dnmsVqpuanzpqp+amzZmp+qqKZmp86a6bmp86aqfmpimbOsGcBLgKu9Z9nAJOC46Py8HqlWeWt7xEYUeRhT+Ai/31O4CPA5sAR6KtmJuTlFs3zx78MvA7cANzoM8CiwfF9/AUXxTPNYjVT81NnzdT81FkzNT9V0UzNT501U/NTZ83U/FRFM2fYuwG/9N8XAE4Hdg6426HvUY3i9UqzylujpaCScM59EtgV+KaIvBLsnx/4H+B8EZmeh1s0z+/7P+B+4AS0Yrslugz1Y2hmWE5E1ojlmWaxmqn5qbNman7qrJman6popuanzpqp+amzZmp+qqKZM+zzgAtF5DT/e23gGGADdMjufiIyLZbXK81Ko9+15pFswKzAKcCV6LDcdfDLOQMXAHvk5RbN878XAZbJxH1hYAvgX8CueXimWaxman7qrJmanzprpuanKpqp+amzZmp+6qyZmp+qaObgObSC+NEM9wRgb7Tnc9dYXq80q771PQKFmICNgIPRSuQ16DzTi4FZh8stmtcm3qOBJ7pxY3mmWaxman7qrJmanzprpuanKpqp+amzZmp+6qyZmp+qaLbioa/CmdV/b4xknQudZ/oCzWHEUbxeaVZ563sECjGhrQwLAcv7bXNgjpFwi+aF/OD7osDuI+GZZrGaqfmps2ZqfuqsmZqfqmim5qfOmqn5qbNman6qopk3bJqjLw8AThsJr1eaVdsqOafVObcI2jV/L/CgiLw8Um7RvBbc+0Xk1eCYk8bVFckzzWI1U/NTZ83U/NRZMzU/VdFMzU+dNVPzU2fN1PxURXOYYd8H3BdyA86swNwxPBH5Zy80s/uriKpWWs8AVkSXdX4P+DPwkIjc6pybDGwnIj/Lwy2a1yHsB0TkdufcXMCOIvLfsTzTLFYzNT911kzNT501U/NTFc3U/NRZMzU/ddZMzU9VNAsMezLweRH5eSyvV5opoKqV1t+iix09g67itQD6wt+Hga2BV0Rkmzzconm9CNs07VyaZvnCNk07lylopuanzpqp+amzZmp+qqJZYNif89wvxPJ6pZkEpARjlPNs6GTjxRj80tzF0JPzLXQJ6pXycIvm9SJs07RzaZrlC9s07VymoJmanzprpuanzpqp+amKZmp+GsdS2PoegVyRpTkJus3xdYEX83CL5vUibNO0c2ma5QvbNO1cpqCZmp86a6bmp86aqfmpimZqfjpxqriNploY5ZxbE/gE2gV+nohcHRz/M7BdTm7RvF6EbZp2Lk2zfGGbpp3LFDRT81NnzdT81FkzNT9V0UzNT1rod605z4a+RPdG4MvAYcBj6Djuw4DJw+EWzTPN8mum5qfOmqn5qbNman6qopmanzprpuanzpqp+amKZmp+Utv6HoFckYXLgc9m9q0CnAp8bTjconmmWX7N1PzUWTM1P3XWTM1PVTRT81NnzdT81FkzNT9V0UzNT2pb3yMQHVFwwP7AoS2OzQdcD6yah1s0rxdhm6adS9MsX9imaecyBc3U/NRZMzU/ddZMzU9VNFPzkz2Wwtb3COSKLEwCfg1cDewODPj9iwOPAOPzcovmmWb5NVPzU2fN1PzUWTM1P1XRTM1PnTVT81NnzdT8VEUzNT+pbc6bLD2ccysDSwGvAfMDOwNT0DHdb6OrZO2Xh1s0rxdhm6adS9MsX9imaecyBc3U/NRZMzU/ddZMzU9VNFPzQ4IY3e8IxMA5twpwFPAeekIeFZENnXPzoO8qegB4Pg+3aF4vwjZNO5emWb6wTdPOZQqaqfmps2ZqfuqsmZqfqmim5odUISXo7u22AT8D9vHf5wV+A3ze/54d+I+83KJ5pll+zdT81FkzNT911kzNT1U0U/NTZ83U/NRZMzU/VdFMzU+q2yiqgVWAmwFE5G/AWcBu/tjX/fG83KJ5pll+zdT81FkzNT911kzNT1U0U/NTZ83U/NRZMzU/VdFMzU+a6HetudsGDADrAQtn9v8WfT/RVcDKebhF83oRtmnauTTN8oVtmnYuU9BMzU+dNVPzU2fN1PxURTM1P+Gx1La+RyA6os2VsUb5zw8DjwN3DJdbNM80y6+Zmp86a6bmp86aqfmpimZqfuqsmZqfOmum5qcqmqn5SXGrxEJMACLyvv/8wDk3ICKPOefOBl4cLrdonmmWXzM1P3XWTM1PnTVT81MVzdT81FkzNT911kzNT1U0U/OTIirzyptWcM6NAj1xRXGL5plm+TVT81NnzdT81FkzNT9V0UzNT501U/NTZ83U/FRFMzU/VUelK60Gg8FgMBgMBoPBYEgbo/odAYPBYDAYDAaDwWAwGNrBKq0Gg8FgMBgMBoPBYCgtrNJqMBgMBoPBYDAYDIbSwiqtBoPBYDAYDAaDwWAoLazSajAYDAZDBzjnPuGck2B73zn3d+fc/c65051z05xzrt/xNBgMBoMhVVTmPa0Gg8FgMPQZvwIuARwwO/ARYEvgi8AfnHOfF5HX+hY7g8FgMBgShVVaDQaDwWCIw50iMj3c4ZzbBzgK2Aet1G7aj4gZDAaDwZAybHiwwWAwGAzDhIi8LyL7AjcC05xz6wA45xZ0zh3rnLvbDyV+xzn3oHNuf+fcQOP/zrnP+iHHu7fSd8494Jx73IYfGwwGg6HOsEqrwWAwGAwjxyn+c3P/uQKwFXA1cBDwHeAvwBHA8cH/LgReAHbNCjrn1gSmAKeKiPQm2gaDwWAwlB82PNhgMBgMhpHjXv+5tP+8DlgiU9k8zjl3JvAl59yhIvK8iLznnDsN+K5zboqIPBjwdwPeB37R68gbDAaDwVBmWE+rwWAwGAwjxxv+cyKAiLzdqLA658Y65+Zyzs0NXI7ee1cL/nsSIGglFf+fCcA2wKUi8txMiL/BYDAYDKWFVVoNBoPBYBg5JvrPNwCcc6Odcwc55x4F3gFeAV4CzvS8SY0/isiTwB+AnZxzY/zuL6ArFJ88E+JuMBgMBkOpYZVWg8FgMBhGjhX85yP+8yfAD4A7gV2AzYCNgf398ez990RgHmAL/3s3dK7rxT2Kr8FgMBgMlYHNaTUYDAaDYeRoDO1tVDJ3Aq4XkW1DknNuqTb/Px/4G7Cbc+5+4OPAkSLyXi8iazAYDAZDlWA9rQaDwWAwDBPOuQHn3DHAOsAlInKTP/Q+4DLcCcDerXRE5F10waWpwCF+9ymtuAaDwWAw1A3W02owGAwGQxxWcc7t6L/PDnwE2BJYFLgC2D7g/gbY0zl3DjpfdT70tTavdNA/CdgP2A64TkQeKzT2BoPBYDBUFFZpNRgMBoMhDtv57QPgLeCv6KttfiUil2W4+wBvogsqfQZ4Bp23ehtaiR0CEXncOXcNsAHWy2owGAwGwww4e1+5wWAwGAzlgHPuEmAtYEERebvf8TEYDAaDoQywOa0Gg8FgMJQAfpGmqcB0q7AaDAaDwdCE9bQaDAaDwdBHOOfWAJYFvuE/lxWRp/oaKYPBYDAYSgTraTUYDAaDob/4CnAqMBHYwSqsBoPBYDAMhvW0GgwGg8FgMBgMBoOhtLCeVoPBYDAYDAaDwWAwlBZWaTUYDAaDwWAwGAwGQ2lhlVaDwWAwGAwGg8FgMJQWVmk1GAwGg8FgMBgMBkNpYZVWg8FgMBgMBoPBYDCUFlZpNRgMBoPBYDAYDAZDafH/XXeRrUjvoBgAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "buoy_data = cdip.request_parse_workflow(station_number='100', years=2011, parameters=['waveHs', 'waveTp', 'waveDp'])\n", "\n", "Hs = buoy_data['data']['wave']['waveHs']\n", "Tp = buoy_data['data']['wave']['waveTp']\n", "Dp = buoy_data['data']['wave']['waveDp']\n", "buoy_name = buoy_data[\"data\"][\"wave\"].name\n", "ax = graphics.plot_compendium(Hs, Tp, Dp, buoy_name )" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.5" } }, "nbformat": 4, "nbformat_minor": 4 }