diff --git a/README.md b/README.md index 1f099a0..e49ea01 100644 --- a/README.md +++ b/README.md @@ -25,18 +25,18 @@ Wavelets are a powerful tool to analyze time-series data. When data frequencies This cookbook is broken into two main sections: -- Foundations -- Example Workflows +- Introduction +- Example Geoscience Workflows -### Foundations - -_"Wavelet Basics"_ covers the motivation and background for wavelet analysis by reviewing time-series data and the strengths and weaknesses of other signal analysis tools like Fourier Transform - -### Example Workflows +### Introduction +- _"Wavelet Basics"_: Understand the motivation and background for wavelet analysis by reviewing time-series data and the strengths and weaknesses of other signal analysis tools like Fourier Transform - _"PyWavelets and Jingle Bells"_: Learn how to use `PyWavelets`, a Python implementation of wavelet analysis, to determine the order of notes in a simple musical piece - _"Spy Keypad"_: Learn how to use wavelets to undercover the frequency and order of notes in an unknown piece of audio data -- _"Atmospheric Data: Nino 3 SST Index"_: Learn how to apply wavelets to real atmospheric and oceanic data to generate a power wavelet scalogram, similiar to the 1999 paper ["A Practical Guide to Wavelet Analysis"](https://psl.noaa.gov/people/gilbert.p.compo/Torrence_compo1998.pdf) by Torrence and Compo in Python + +### Geoscience Workflows + +- _"Atmospheric Data: Nino 3 SST Index"_: Learn how to apply wavelets to real atmospheric and oceanic data to generate a power wavelet scalogram, similar to the 1999 paper ["A Practical Guide to Wavelet Analysis"](https://psl.noaa.gov/people/gilbert.p.compo/Torrence_compo1998.pdf) by Torrence and Compo in Python ## Running the Notebooks @@ -63,17 +63,15 @@ Jupyter](https://foundations.projectpythia.org/foundations/getting-started-jupyt If you are interested in running this material locally on your computer, you will need to follow this workflow: -(Replace "cookbook-example" with the title of your cookbooks) - -1. Clone the `https://github.com/ProjectPythia/cookbook-example` repository: +1. Clone the `https://github.com/ProjectPythia/wavelet-cookbook` repository: ```bash - git clone https://github.com/ProjectPythia/cookbook-example.git + git clone https://github.com/ProjectPythia/wavelet-cookbook.git ``` -1. Move into the `cookbook-example` directory +1. Move into the `wavelet-cookbook` directory ```bash - cd cookbook-example + cd wavelet-cookbook ``` 1. Create and activate your conda environment from the `environment.yml` file ```bash diff --git a/_toc.yml b/_toc.yml index 8659918..a7b8bb3 100644 --- a/_toc.yml +++ b/_toc.yml @@ -7,8 +7,9 @@ parts: - caption: Introduction chapters: - file: notebooks/wavelet-introduction/wavelet-basics - - caption: Example Workflows + - file: notebooks/wavelet-introduction/jingle-bells + - file: notebooks/wavelet-introduction/spy-keypad + - caption: Geoscience Workflows chapters: - - file: notebooks/example-workflows/jingle-bells - - file: notebooks/example-workflows/spy-keypad - file: notebooks/example-workflows/nino3 + - file: notebooks/example-workflows/buoy-wave-height diff --git a/notebooks/example-workflows/buoy-wave-height.ipynb b/notebooks/example-workflows/buoy-wave-height.ipynb new file mode 100644 index 0000000..41c7fc8 --- /dev/null +++ b/notebooks/example-workflows/buoy-wave-height.ipynb @@ -0,0 +1,611 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "

\n", + " \"Animation\n", + "

" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Buoys and Wave(let)s" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Overview\n", + "Generating a wavelet power spectrum from the time-series data of [wave heights collected from buoy station 44013](https://www.ndbc.noaa.gov/station_history.php?station=44013) east of Boston\n", + "1. Prerequisties\n", + "2. Background\n", + "3. Download and Organize Buoy Data\n", + "4. Wavelet Input Values\n", + "5. PyWavelets\n", + "6. Power Spectrum" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Prerequisites\n", + "| Concepts | Importance | Notes |\n", + "| --- | --- | --- |\n", + "| [Intro to Matplotlib](https://foundations.projectpythia.org/core/matplotlib/matplotlib-basics.html) | Necessary | Used to plot data |\n", + "| [Intro to Numpy](https://foundations.projectpythia.org/core/numpy/numpy-basics.html)| Necessary | Used to work with large arrays |\n", + "| [Intro to Datetimes](https://foundations.projectpythia.org/core/datetime.html) | Helpful | Useful to understand strings vs. datetimes |\n", + "\n", + "- **Time to learn**: 35 minutes" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Background\n", + "\n", + "Buoys float on the surface of water, and while they can serve many purposes, research facilities like NOAA's [National Data Buoy Center](https://www.ndbc.noaa.gov/) provide real-time and historical data about waves and climate on the ocean and within lakes from hundreds of buoys around the world.\n", + "\n", + "![buoy-world-map](../images/buoy-world-map.png)\n", + "\n", + "Each buoy has been in service for a variety of years and collects different information. [Buoy 44013](https://www.ndbc.noaa.gov/station_page.php?station=44013) is off the coast of Boston in the Massachusetts Bay and reports information about the wind speed and direction, atmospheric pressure, air temperature, dew point, water temperature, and wave height throughout the year.\n", + "\n", + "| Location | Buoy |\n", + "| --- | --- |\n", + "| ![buoy-station](../images/buoy-station.png) | ![buoy-example](https://www.ndbc.noaa.gov/images/stations/2_1m_ionomer_foam_mini.jpg) |\n", + "\n", + "\n", + "44013 is owned and operated by the National Data Buoy Center and measures a depth of 64.6 meters and has a watch circle radius of 122 yards, with standard meterological data dating back to 1984.\n", + "\n", + "Example [Buoy Camera](https://www.ndbc.noaa.gov/buoycams.shtml) Photos from April 7, 2025:\n", + "\n", + "![buoy-camera](../images/Z03A_2025_04_07_1910.png)\n", + "\n", + "And today:\n", + "\n", + "![buoy-camera](https://www.ndbc.noaa.gov/buoycam.php?station=44013)\n", + "\n", + "For this notebook, we will be investigating the wave height of the buoy across two years in the early 2000's" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Imports" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np # working with arrays\n", + "import matplotlib.pyplot as plt # plot data\n", + "import datetime # converting strings to datetime objects\n", + "import requests # retrieve data from text on a website\n", + "\n", + "import pywt # PyWavelets" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Access Buoy Data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First, we will need to download the relevant data from NOAA National Data Buoy Center. For this notebook, we will be investigating wave height data from 2001 to 2002.\n", + "\n", + "The buoy contains more information than just wave height, so we will save only data relevant to the date and time and the wave height. So, the columns we need to keep are date, time (`YY`, `MM`, `DD`, `hh`), and wave height (`WVHT`).\n", + "\n", + "We will iterate through the years to save and concantate the data into a single large array." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "years = [2001, 2002]\n", + "date_times = np.array([])\n", + "wave_height = np.array([])\n", + "for i, year in enumerate(years):\n", + "\n", + " # collect data from NOAA Buoy link\n", + " data_link = f\"https://www.ndbc.noaa.gov/view_text_file.php?filename=41001h{year}.txt.gz&dir=data/historical/stdmet/\"\n", + " data_req = requests.get(data_link)\n", + " data_txt = data_req.text\n", + " data = np.genfromtxt(data_txt.splitlines(), comments=None, dtype='str')\n", + "\n", + " # Find the index for datetime and wave height information\n", + " datetime_index = np.where(data[0] == \"hh\")[0][0]\n", + " wave_height_index = np.where(data[0] == \"WVHT\")[0][0]\n", + " \n", + " # collect data from all rows for the columns of datetime and wave height\n", + " # [1:] skips the first row with header information\n", + " date_time = data[:,:datetime_index+1][1:]\n", + " data_wave_height = data[:,wave_height_index][1:] \n", + "\n", + " # Converts the string data collected from the source to a float\n", + " data_wave_height = data_wave_height.astype(float)\n", + "\n", + " # Concatenate all data into a single array\n", + " if i == 0:\n", + " date_times = date_time\n", + " wave_height = data_wave_height\n", + " else:\n", + " date_times = np.concatenate([date_times, date_time])\n", + " wave_height = np.concatenate([wave_height, data_wave_height])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Clean Up Wave Height data\n", + "\n", + "Buoys stores `null` as `99.00`, so to remove this outlier, we will need to replace 99.00 with `np.nan`." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Max wave height before applying nan = 99.0 m\n", + "Max wave height after applying nan = 9.38 m\n" + ] + } + ], + "source": [ + "print(f\"Max wave height before applying nan = {max(wave_height)} m\")\n", + "wave_height = np.where(wave_height == 99.00, np.nan, wave_height)\n", + "print(f\"Max wave height after applying nan = {max(wave_height)} m\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Convert Time to Datetimes\n", + "\n", + "Buoys store datetime information as separate columns of data with `YYYY` `MM` `DD` and `HH`. For Python to recognize these strings as a date, we need to combine the strings into a single datetime value." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "First Date = 2001-01-01 00:00:00\n", + "Last Date = 2002-12-17 20:00:00\n" + ] + } + ], + "source": [ + "dates = []\n", + "for date in date_times:\n", + " # combine each separate column into a single string: YYYYMMDDHH\n", + " date_string = \"\".join(date)\n", + " # convert string to a datetime object\n", + " dates.append(datetime.datetime.strptime(date_string, \"%Y%m%d%H\"))\n", + "dates = np.array(dates)\n", + "print(f\"First Date = {dates[0]}\")\n", + "print(f\"Last Date = {dates[-1]}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plot and View Data\n", + "\n", + "Let's give the data a look! Wave height is recorded in meters throughout the year." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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p0y3/+8EPfkAdO3ak6dOn0x133EFErd3wWNsStc6SOH369FzFwimnnEIdO3a0LHqaXfT3jDPO8Bz3rDVr1tCmTZton332URYmAKQLWoIAIHGyU1u/+eabVFBQkBsPlDVu3Ljc4pX6QtBpp51G//znP+nss8+miy++mEpKSugf//gHtwXlrLPOoquuuorOOussqq+vz41dyRozZgxdfPHFdP7559OCBQto7Nix1KVLF9q6dSvNmjWLRo0aRb///e+VnbeX451yyik0ZswY+vOf/0wVFRX0ne98h2bPnp0rgLid0njUqFE0Y8YMeuedd2jgwIHUrVs32m+//Zjb/va3v6WHHnqIzj33XFq/fj2NGjWKZs2aRXfddRedeuqpdNJJJ7mKg9mdd95Jn3/+Of3617/OTSW+bt06evDBB6mkpITuvfdeQ/yJiO6++2764Q9/SIWFhXTIIYfQySefTEVFRXTWWWfRNddcQ3V1dfTII4/Q7t27mddg8uTJ9Mgjj9B3vvMdKigooCOOOIIZt5tvvpneffddGj9+PN10003Uu3dveuGFF+i9996je+65x9IF0o2OHTsypyp/+umnqbCw0PDd0KFDLVOpZw0ePNiwbe/evemGG26gG2+8kXr37k3f//73af78+XTLLbfQhRdemFsjKCu7JlF2Nr8FCxbkWmWz48IWL15MV155Jf3iF7+g4cOHU0FBAS1ZsoT+9a9/UZ8+fejqq692eRUAIPXCnJUBAMAv11xzjUZE2hFHHGH57s0339SISCsqKtKqq6sN3z355JPafvvtp3Xo0EEbPny4NnHiRO2///2vRkSWmcM0TdPOPvtsjYi0MWPGcOPy5JNPakcffbTWpUsXrVOnTtqIESO03/72t9qCBQtszyE7O9z8+fOZ3/NmHRM5nnl2OE1rnVnv/PPP13r27Kl17txZO/nkk7U5c+ZoRKQ98MADue2ys8Pt3LmTGV/9dfrqq6+0MWPGaJ07d9aISBs3bpztOZeUlGiXXHKJNnDgQK1du3ba3nvvrV1//fVaXV2dYTtizE6maZq29957O85GN2fOHO2yyy7TRo8erfXu3VsrLCzU+vXrp51yyina+++/b9i2vr5eu/DCC7V+/fppmUzGcH7vvPOONnr0aK1jx47a4MGDtb/85S/aBx98oBGRNn369FwYpaWl2i9+8QutZ8+euTD056GfHU7TNG3JkiXaj3/8Y61Hjx5aUVGRNnr0aMvMadnZ4V599VXD5+vWrXOcaY2HNzscC+/6a5qmPfDAA9rIkSO1oqIibciQIdrNN9+sNTQ0MMPg/S9r27Zt2jnnnKONGDFC69y5s1ZUVKQNHz5cu+SSSywz6AEAyMhoGmOhCQAAACJ68cUX6Te/+Q19/vnndOyxx4YdHQAAACVQCAIAACIieumll2jz5s00atQoKigooDlz5tC9995Lhx12mPC00QAAAHGAMUEAAEBERN26daOXX36Z7rjjDqqurqaBAwfSeeedlxskDwAAkBRoCQIAAAAAgFTBFNkAAAAAAJAqKAQBAAAAAECqoBAEAAAAAACpEuuJEVpaWmjLli3UrVu33OrdAAAAAACQPpqmUWVlJQ0aNMhxke9YF4K2bNlCe+21V9jRAAAAAACAiNi4cSPtueeettvEuhDUrVs3Imo90e7du4ccGwAAAAAACEtFRQXttddeuTKCnVgXgrJd4Lp3745CEAAAAAAACA2TwcQIAAAAAACQKigEAQAAAABAqqAQBAAAAAAAqYJCEAAAAAAApAoKQQAAAAAAkCooBAEAAAAAQKqgEAQAAAAAAKmCQhAAAAAAAKQKCkEAAAAAAJAqKAQBAAAAAECqoBAEAAAAAACpgkIQAAAAAACkCgpBAAAAAACQKigEAQAAAABAqqAQBAAAAAAAqYJCEAAAAAAApAoKQQAAAAAAkCooBAEAAAAAQKqgEAQAAAAAAKmCQhAAAAAAAKQKCkEAAAAAAJAqKAQBAAAAAECqoBAEAAAAAACpgkIQAAAAAACkCgpBAAAAAACQKigEAQAAAABAqqAQBAAAAAAAqYJCEAAAAAAApAoKQQAAAAAAkCooBAEAAAAAQKqgEARK1DY009tfb6HymsawowIAAAAAYAuFIFDitneX0Z9eWkQXPDM/7KgAAAAAANhCIQiUmLxwMxERfblhd8gxAQAAAACwh0IQAAAAAACkCgpBAAAAAACQKigEAQAAAABAqqAQBAAAAAAAqYJCECiRyYQdAwAAAAAAMSgEAQAAAABAqqAQBAAAAAAAqYJCEAAAAAAApAoKQQAAAAAAkCooBIESGcLMCAAAAAAQDygEAQAAAABAqqAQBAAAAAAAqYJCEAAAAAAApAoKQQAAAAAAkCooBIESGcyLAAAAAAAxgUIQKKFpYccAAAAAAEAMCkEAAAAAAJAqKASBEugOBwAAAABxgUIQAAAAAACkCgpBAAAAAACQKigEAQAAAABAqqAQBAAAAAAAqYJCECiBeREAAAAAIC5QCAIAAAAAgFRBIQiUyGCObAAAAACICRSCQAmUgQAAAAAgLlAIAiUKC1AKAgAAAIB4QCEIlChAUxAAAAAAxAQKQaAEGoIAAAAAIC5QCAIAAAAAgFRBIQgAAAAAAFIFhSBQBP3hAAAAACAeUAgCRbSwIwAAAAAAIASFIAAAAAAASBUUgkARdIcDAAAAgHhAIQgAAAAAAFIFhSAAAAAAAEgVFIIAAAAAACBVUAgCAAAAAIBUQSEIlMhgXgQAAAAAiAkUggAAAAAAIFVQCAIAAAAAgFRBIQgAAAAAAFIFhSAAAAAAAEgVFIJACcyLAAAAAABxgUIQKKGFHQEAAAAAAEEoBAEAAAAAQKqgEARKoDscAAAAAMQFCkEAAAAAAJAqKAQBAAAAAECqoBAEAAAAAACpgkIQAAAAAACkCgpBoEQGMyMAAAAAQEygEAQAAAAAAKmCQhAAAAAAAKQKCkEAAAAAAJAqKAQBAAAAAECqoBAESmQIMyMAAAAAQDygEAQAAAAAAKmCQhAAAAAAAKQKCkEAAAAAAJAqKAQBAAAAAECqoBAEAAAAAACpgkIQAAAAAACkCgpBoEQGM2QDAAAAQEygEAQAAAAAAKmCQhAAAAAAAKQKCkEAAAAAAJAqKAQBAAAAAECqoBAESmBeBAAAAACICxSCQAkt7AgAAAAAAAhCIQgAAAAAAFIFhSBQAt3hAAAAACAuUAgCAAAAAIBUQSEIlMhk0BYEAAAAAPGAQhAooWmYGgEAAAAA4gGFIAAAAAAASBUUgkAJdIcDAAAAgLhAIQgAAAAAAFIFhSAAAAAAAEgVFIIAACA1Hp6xhk65/1Mqq2kIOyoAABAiFIIAACA17pmyklZsq6RJn60NOyoAABAiFIIAACB1Gppawo4CAACECIUgAAAAAABIFRSCAAAAAAAgVVAIAgAAAACAVEEhCAAAUkfTwo4BAACECYUgUGJzWW3YUQAAAAAAEIJCEAAAAAAApAoKQQAAAAAAkCooBAEAQOpgSBAAQLqhEAQAAAAAAKmCQhAAAAAAAKQKCkEAAJA6mCIbACDdUAgCAAAAAIBUQSEIAAAAAABSBYUgAAAAAABIFRSCAAAgdTRMkg0AkGooBAEAAAAAQKqgEAQAAAAAAKmCQhAAAKQOpsgGAEg3FIIAAAAAACBVUAgCAIDUyWTCjgEAAIQp1EJQU1MT3XDDDTRs2DDq1KkTDR8+nG677TZqaWkJM1oAAJBw6A4HAJBu7cI8+N13302PPvooPfPMM3TQQQfRggUL6Pzzz6cePXrQ5ZdfHmbUAAAAAAAgoUItBM2ePZtOP/10Ou2004iIaOjQofTSSy/RggULwowWAAAAAAAkWKjd4Y477jj65JNPaNWqVURE9PXXX9OsWbPo1FNPZW5fX19PFRUVhv8BAAAAAADICLUl6Nprr6Xy8nLaf//9qbCwkJqbm+nOO++ks846i7n9xIkT6dZbbw04lgAAAAAAkCShtgT973//o+eff55efPFFWrhwIT3zzDP0j3/8g5555hnm9tdffz2Vl5fn/rdx48aAYwwAAEmwo7Iu7CgAAECIQm0J+stf/kLXXXcdnXnmmURENGrUKNqwYQNNnDiRzj33XMv2HTp0oA4dOgQdTQAASJj3l2wLOwoAABCiUFuCampqqKDAGIXCwkJMkQ0AAAAAAL4JtSXoxz/+Md155500ZMgQOuigg2jRokX0z3/+ky644IIwowUAAAAAAAkWaiHoP//5D91444106aWX0o4dO2jQoEE0YcIEuummm8KMFgAAAAAAJFiohaBu3brR/fffT/fff3+Y0QAAAAAAgBQJdUwQAAAAAABA0FAIAgAAAACAVEEhCAAAAAAAUgWFIAAAAAAASBUUggAAAAAAIFVQCAIAAAAAgFRBIQgAAAAAAFIFhSAAAAAAAEgVFIIAAAAAACBVUAgCAAAAAIBUQSEIAAAAAABSBYUgAAAAAABIFRSCAAAAAAAgVVAIihlN08KOAgAAAABArKEQFCPPzl5P37njY/pma0XYUQEAAAAAiC0UgmLkpreWUWl1A137+uKwowIAAAAAEFsoBMVQC7rEAQAAAAC4hkJQDKEMBAAAAADgHgpBMYRCEAAAAACAeygExRDKQAAAAAAA7qEQFENRnCb7kD17hB0FAAAAAAAhKASBEu0KMmFHAQAAAABACApBMRTBhiDKZFAIAgAAAIB4QCEohjBFNgAAAACAeygEAQAAAABAqqAQFENRbAeK4mQNAAAAAAAsKATFEAocAAAAAADuoRAUQ1EsA2FiBAAAAACICxSCYiiCZSAAAAAAgNhAISiGotgdLopxAgAAAABgQSEohlDcAAAAAABwD4WgGEKjCwAAAACAeygEAQAAAABAqqAQBAAAAAAAqYJCEAAAAAAApAoKQQAAAAAAkCooBAEAAAAAQKqgEBRDGibJBgAAAABwDYUgAAAAAABIFRSCAAAAAAAgVVAIiqEMZcKOgkUmE704AQAAAACwoBAUQxgTBAAAAADgHgpBoISmoWAGAAAAAPGAQhAAAAAAAKQKCkGgBMYEAQAAAEBcoBAEAAAAAACpgkIQKIExQQAAAAAQFygExRDKGwAAAAAA7qEQBEpgTBAAAAAAxAUKQTGEliAAAAAAAPdQCIqhzWW1YUcBAAAAACC2UAgCAAAAAIBUQSEIAAAAAABSBYUgAAAAAABIFRSCAAAAAAAgVVAIAgAAAACAVEEhCAAAAAAAUgWFIAAAAAAASBUUggAAAAAAIFVQCAIAAAAAgFRBIQgAAFLnoEHdw44CAACECIUgAABInSG9O4cdBQAACBEKQQAAkDqaFnYMAAAgTCgEAQAAAABE1Ny1JfTWV5vDjkbitAs7AgAAAEHLZMKOAQCAmF8/PoeIiPbfozvtt0e3kGOTHGgJAgAAAACIuM1lNWFHIVFQCAIlUKkKAAAAAHGBQhAogTHGABAn6A4HAJBuKAQBAAAAAECqoBAEAAAAABBxmNpfLRSCQAn0LAEAAACAuEAhCJRA5QQAAAAAxAUKQQAAAAAAkCooBAEAAAAAQKqgEARKYEwQAMRJBqkWAECqoRAEAAAAAACpgkIQAAAAAEAKvfP1Fhp373RavqUi7KgEDoUgAABIH/SGA4CY8WOdoD++tIg2lNTQH15cqD7wiEMhCAAAAAAgxeqbWsKOQuBQCAIAgPTB4mYAEDMZtGArhUIQAAAAAMTWrqp6Kq9pDDsavvOjO1yatQs7AgAAAAAAbtQ0NNERd3xMRETrJp5KmYQ1l1TVNwVyHC2FJSy0BAEAAABALG0pqw07Cr669vXFYUchsVAIAgAAAIDYS2JjxnuLt4YdhcRCIQgAAAAAIMWS1o1QBApBAAAAAAAphjFBAAAAKaBhjmyAxMFTDTJQCAIAAAAAgFRBIQgAAAAAYi+NXbrAPRSCAAAAAAAgVVAIiqHDh/QMOwoAACDpw2Xb6Lyn5tGuqvqwowKQSElvB0r6+QUNhaAYaleInw0AIG4ufu5LmrFyJ931/jdhRwUAIPWQm46jCFYFpHB6eQAAV3ZVNYQdBYBEwpAgkIFCECiBhAcA4iTMNAuDtwEgatKYKqEQBAAAECCUgQD8gfW/QAYKQQAAAAFCRg0A/LJmRyXtqKgLOxqx0C7sCEAyYEwQAIAYtAQB+CPtz9bmslo66Z+fEhHR+r+fJrVvGrNxaAkCz8prG2n++t1hRwMAIBbSnlEDAH8s21zuet80JksoBIFn//xwZdhRAACIDXSHAwA3nCZVyaBbjhQUgmIoai/QzWXoewoA8RLu7HDhHRsAkgtFIDkYEwShWralnJ6bvYEG9+xEfzxx37CjAwDgOxSCAMANp5YeNATJQUsQhGp7RR29PH8jffTN9rCjAgApgswCQPIkvYLBuTucl7Dd7xtXKASBZ+aHTmYhwPaFrbdgQ1OLyigBANgKtTtcxLo0AwCkEQpBEKrCgtYSVHMLMgUAkA5I7gD8kfYKhoyHUUFpbB1HIQhC5eWBBQCII5nWcgAAYchSSUEhKIaS+P5M4CkBADAhvQPwRxLzRzK8lIHSeO1QCALlZB6kNDa/AkD4wuw2k8bMBgD4D+sEyUEhKIZwjwMAxBfKQAD+SPuzVdvQFHYUYgWFoBhKYi0i+sgDQJBCHY+I9A5AIdQMZ93+7jdhRyFWUAiCUCHpAoAwhNodLrQjAyRb2itUN5fVhh2FWEEhCDwzF2TSnQQBANhLeT4NACASUAiKoSS+P5N4TgAALGlfywTAL0l/spJ+fkFDIQhChZlMACBt0BIEABA+FIJiCMUGAABvwiyIoBAE4A88W3my46PS2EKNQhAo52pgYvqePQBIqRbk1ADAZ0hmnKEQFENJuq/RGw4AAACUSFIGySPZSxHqsgEhQSEIAAAAACBB0j5duAgUgsAzc2uOm8cOjyoApAXyJgD+SOO4FlXSeO1QCIJQpa/xFQDSDmOCANRBt3o2pDLOUAgCAAAIEDInAP5Iev2Cn+eX9GvHgkIQeKbiwUHfVQAIUpgpDtI7APAbkhlnKATFUNRfoDLRQzM2AKRNbUNz2FEASKRo5468Q55JLRSCAAAAArSlvC7sKABADMlUMstOdJD0AiQLCkEQCWl8+AAAAECdqPeUgWhBIQhChrZdAAAAAJVky4NpLD+iEASemZ+bNM41DwAgql+3DmFHASCRkp77mLZiu4+hJ/3qWaEQBJGQxhoIAEgntH8DgBuvLNgUdhQSBYUgCBVmOgGAMIRZ8YJ0D8AfqFAFGSgExVDUn3E3iRC60AEAAACogQKhMxSCwDMvDxoqRAEAAMAtfR4EFarupbHQhEJQDKHgAAAQX2nMbABAsLBOkDMUgmIoiTcqMgUAELSSqnqsKwIQexrzTwAnKASBAu5TnQxGCANACGau2kHfueNj+vOrXwd+bCR7AOA3+XWC0leCRCEIPKtvagk7CgAAUhqbW1/4kxduDjkmAKBK+rLx4AUKQRAJKayAAAAAAI+QfwC3UAiCUKFXCAAEJY3dPQDSBI94nuylSOOlQyEIlEMiBAAAAEFAlgPcQiEohqJWyMDkBgAAABA2rBOUJ9vyHbW8ZRBQCIJQofwEAEFJ40seAEBEGrsLoxAEnqXxwQEAAIDw6bMgyI7k4VI4QyEIlHPTHI2CFAAAAAAEBYUgCFUG88MBAACAS/qKV1Sn5qFu2RkKQQAAkArIEwAAsKUxfUQhCJRzU/uQxocPANIJLeAA/kDXeh0sFOQIhaAYitp96iXNwexwAAAA4BbKPeAWCkHgGeblB4A4iEotsWya2dISjXgDRF1EHvFIkE1n0njpQi8Ebd68mc455xzq06cPde7cmQ499FD68ssvw44WSFDRtQMJFwCA1Y7KOjrqrk/orve/CTsqAJGE/IMaUakkClKohaDdu3fTmDFjqH379vTBBx/Q8uXL6b777qOePXuGGS2QZK5tSN9jBADgj8dnrqVdVfX0+Kdrw44KAMSIbJkmk8LxCe3CPPjdd99Ne+21Fz311FO5z4YOHRpehAAAAHyGiREA/JHCxgzwINSWoLfffpuOOOII+uUvf0n9+/enww47jCZNmsTdvr6+nioqKgz/g2TAuCIA8BtSGYDkQf6BDVfFWaiFoLVr19IjjzxC++67L02dOpUuueQS+tOf/kTPPvssc/uJEydSjx49cv/ba6+9Ao5xRESsqgOzwwEAiKtpaBLeNlqpPUC0oUDkXhqzY6EWglpaWujwww+nu+66iw477DCaMGECXXTRRfTII48wt7/++uupvLw897+NGzcGHGNgMReC3Ayui1i5DgDANxV14oUgALCH/AObbF4sjZcx1ELQwIED6cADDzR8dsABB1BxcTFz+w4dOlD37t0N/0ulBDWfoG88AAQFmSWAZMMzDjJCLQSNGTOGVq5cafhs1apVtPfee4cUo5iI2FOO5mcAAACA6JDNmaWxSjrUQtCVV15Jc+bMobvuuovWrFlDL774Ij3++ON02WWXhRkt8MhNkQjFKAAAAPACeQmQEWoh6Mgjj6Q33niDXnrpJTr44IPp9ttvp/vvv59+85vfhBktCFCCevYBQMSh1RoA0iJinYYiKdR1goiIfvSjH9GPfvSjsKMBHuBBAwAAgDDo8yBuJmaC9Aq1JQjc+XpTedhRMFCR5CDdAgAAAFADLd/OUAgC5WQKNOgOBwDAhwoiAHFJfFzG7NMn7CgkFgpB4NnSzdFqmQIAYEGBAiB5kt7i0a1De3c7JvuyKIFCEHhW09CsIBQ8rQAAAOBeEis6otpj5s73ltMFT8+nlpb4XnTpiRHq6+tp3rx5tH79eqqpqaF+/frRYYcdRsOGDfMjfpBwWCwVAAAAIF4mfbaOiIjmriulY0bEs8uecCHoiy++oP/85z/05ptvUkNDA/Xs2ZM6depEpaWlVF9fT8OHD6eLL76YLrnkEurWrZufcYaoi2+lAAAAAMSIsfUHGZCsoK5EY3NLQEdST6g73Omnn06/+MUvaPDgwTR16lSqrKykkpIS2rRpE9XU1NDq1avphhtuoE8++YRGjhxJH330kd/xhoRJYhM2AAAAAESTUEvQ97//fXr11VepqKiI+f3w4cNp+PDhdO6559KyZctoy5YtSiMJyRXVvq4AAAAQffo61CRWqLrNJyXxWqgmVAi67LLLhAM86KCD6KCDDnIdIQAAgCBV1DVS944uZ2ACAEixOJe1pGeH27hxI23atCn373nz5tEVV1xBjz/+uNKIQXy5ma5SdI9vd1bRfR+upPKaRuljAEC68WpGf/vfecFGRELSp/8FUAlPS15QaYcW4yYn6ULQ2WefTdOnTyciom3bttHJJ59M8+bNo7/+9a902223KY8gJJtsK+8P/vUp/WfaGrrhraW+xAcA0uerjWVhRwEAXIpzJhzCJV0IWrp0KR111FFERPTKK6/QwQcfTF988QW9+OKL9PTTT6uOH4BBU9t89IuKd4ccEwAAAIgSlIfycC2cSReCGhsbqUOHDkRE9PHHH9NPfvITIiLaf//9aevWrWpjB7Hk5sGTrcnBww0AsuLYtQxrqQHYi99TnSxxvv7ShaCDDjqIHn30Ufrss8/oo48+olNOOYWIiLZs2UJ9+sRzsSQID2aHAwDgi2PBDSAseF7ylm4uDzsKkSddCLr77rvpscceoxNOOIHOOussGj16NBERvf3227lucgAAAAAAEI7VO6rCjkLkCU2RnaVpGg0bNow2bNhAzc3N1KtXr9x3F198MXXu3Fl5BCEdUHcDAAAAsvTd6dFVPgQxvuZSLUGaptG+++5L27dvNxSAiIiGDh1K/fv3Vxo5iCe55wH94QAgGKIZpEXFu+mlecWYdQogBl5fuDnsKEBMSbUEFRQU0L777kslJSW07777+hUnAACA0Pz04S+IiGhwz040dmS/UOOCchiAvde/zK9dmfTnZWgf9LhSSXpM0D333EN/+ctfaOlSrNMC6iQ94QKA+Fm7M1p96r+NWHwAoiDp2Qf9DJFnHTUkxJiwxXkyCqmWICKic845h2pqamj06NFUVFREnTp1MnxfWlqqLHKQfJgdDgCCEsdXtT6NrG1oDi8iADEQ5ww5z4DuHXN/d+kgnW0HG9JX8/777/chGpAkbvrRo+89AERNBrU0ANGX8OxDu8J8OoQkSS3pQtC5557rRzwgpdw+zyg0AUAaIKkDsKdv/Un68xLF84tinERJjwkiIvr222/phhtuoLPOOot27NhBRERTpkyhZcuWKY0cAACAKrKVJyu3V/oUEwAACJt0IWjmzJk0atQomjt3Lk2ePJmqqloHai5evJhuvvlm5RGE+HFTKRDjigQASKgX5xaHHQUAcNCCDARTx/aFcjuksKuddCHouuuuozvuuIM++ugjKioqyn0+fvx4mj17ttLIQfKhzz0AREEcutjGIIoAgWtOUSlI5ky/s3cv543cBq7fLcaXX7oQtGTJEvrpT39q+bxfv35UUlKiJFIAAAAs9U3NvmR6UpSPAkisOGfIIXjShaCePXvS1q1bLZ8vWrSIBg8erCRSkEKSCRfSOYD0qWlookNu+ZB+9J9Zrva3Szfi0BKEhnOA9AksbXKZvkQ/5eSTLgSdffbZdO2119K2bdsok8lQS0sLff7553T11VfTb3/7Wz/iCDEj87zinQ4AohYVl1F9Uwt9s7VCedhxeJHHoJwGEKokrhNkIJEISBeeXF66mat2uNsxAqQLQXfeeScNGTKEBg8eTFVVVXTggQfS2LFj6dhjj6UbbrjBjzhCgr311RYiIqqsb5LaD5kBgPTx87lHmgIASRJUkjZ12faAjqSe9DpB7du3pxdeeIFuv/12WrhwIbW0tNBhhx1G++67rx/xg4TbVlEbdhQAICXsCjotKAUBxB4eYw9S2DVHuiXotttuo5qaGho+fDj94he/oF/96le07777Um1tLd12221+xBESLYVPHQAAAICPpAuEmB3O2a233ppbG0ivpqaGbr31ViWRgnhLfJ9cAEicOLzIkbYC2Ev6EyJ3fkFdjfhedelCkKZpzLVdvv76a+rdu7eSSAEAAAQpqgWMOMxaBwAJkMKOOcJjgnr16kWZTIYymQyNHDnSUBBqbm6mqqoquuSSS3yJJAAAgGe2Y4KCiwYA+AOVBnlBdYeLM+FC0P3330+aptEFF1xAt956K/Xo0SP3XVFREQ0dOpSOOeYYXyIJAADg1eYy/kQsyDwBQNTJJFOBdYaLcdIpXAg699xziYho2LBhNGbMGGrXTnpiOUiLAB6IqHZdAYDomreuhPtdHFKUOGc2AIKAR8SDFHaHkx4TNG7cONqwYQPdcMMNdNZZZ9GOHa2LJE2ZMoWWLVumPIKQbAs37A47CgCQEnYZpKgWMCIaLQCIuKimaVEiXQiaOXMmjRo1iubOnUuTJ0/OzRS3ePFiuvnmm5VHEOKnuqFZeNuV2ytdHQMPNwDIshv3E4fucIw5iQBAJwaPsScy6VRQaVqcL7l0Iei6666jO+64gz766CMqKirKfT5+/HiaPXu20shBPP3y0S/CjgIAgJQ4ZJ7iEEcAUCvqz30cKpB4pAtBS5YsoZ/+9KeWz/v160clJfz+1pAeu6oawo4CAICF3cs6vq9xAMjDk5yFK+FMuhDUs2dP2rp1q+XzRYsW0eDBg5VECgAAIEhRrc2MaLQAIAQyyQHSDmfShaCzzz6brr32Wtq2bRtlMhlqaWmhzz//nK6++mr67W9/60ccAQAAPGuxyRVgnSCA+EPGP3hxvuTShaA777yThgwZQoMHD6aqqio68MADaezYsXTsscfSDTfc4EccASzi/NABALiBdA8ARGEpEWfSi/20b9+eXnjhBbrtttto0aJF1NLSQocddhjtu+++fsQPAABACbtaYmQYAOIv6U/x4k3l4hsn/WIo4HrF0xEjRtCIESNUxgUAAMA3cezyhsIZAGS9sWgz/evXh4YdDYM4d0GULgRpmkavvfYaTZ8+nXbs2EEtLS2G7ydPnqwscgAAAKrYFihi/CIHgFZxzpCrhkvhTLoQdPnll9Pjjz9O48ePpwEDBlAGq7eBIrUNzdSpqFBoWyR0ACAL6QYApIWf6Z1+Ns2ozqwpQroQ9Pzzz9PkyZPp1FNP9SM+oCNTKEiC2sZ0nS8AREdUX+OffLMj7CgAxEacM+RxFecrLj07XI8ePWj48OF+xAV03l+ylQ64aQo98dnasKMSGCReABCWqCY/W8vrwo4CAMRQYOMJI5p2ipAuBN1yyy106623Um1trR/xgTZXvPwVERHd8d434UYkQDF+jgAAfGe3zhEAIB+hJ5tcVNY1uQs7xqNipLvD/fKXv6SXXnqJ+vfvT0OHDqX27dsbvl+4cKGyyEG64P0OAH6ya23WSKOFxbvpyVnrAoyRnJY4Tm8HAIl2wB7dw46Ca9KFoPPOO4++/PJLOuecczAxAigl13SLzAAAyHGqaPnZw18EExGXUAYCsJfEylS3pxTUpfjhqD0COpJ60oWg9957j6ZOnUrHHXecH/GBNEtg4gUA8RCHzFOTaUkKAAAeP8dZJ6Q3nPyYoL322ou6d49v0xdEVwzyIAAQY3FPY/RloJ2V9XTv1BVUXFITXoQAIiaJiwtHvYIm4tGzJV0Iuu++++iaa66h9evX+xAdyIlz0dqlFJ4yALjkppbTbpegX+SapkmP8enSIb+EwOUvL6KHpn9LP3802l34ACAccS6cBEW6O9w555xDNTU1NGLECOrcubNlYoTS0lJlkQPgiXrNCADES9BT9P/6sTlU09hEb192HBUUiFUBde2Qf2XPW9f6rt1ZWe9L/ABiKYF5A9etWwEtlhpn0oWg+++/34doAAAAiNM0ojjPyzNvfWshprSmgfp27SC9fxNmSQCACIhzeUi6EHTuuef6EQ8AAABf2dWohvUib18g3SsdADhinB/ncps2BTU+Ks7XXKgQVF1dTV26dBEOVHZ7sHfuk/No/z26hR0N38X5QQKAYKUxvUjjOQNA8G55exlt2l1Dj//fEczuuklJi4SqoPbZZx+66667aMuWLdxtNE2jjz76iH74wx/Sv//9b2URBKKZq3bSY5+uDTsaAACh8lqzGeduGwDgDM94npdr8fQX6+njb3bQ15vKHLd966vN7g8UMqGWoBkzZtANN9xAt956Kx166KF0xBFH0KBBg6hjx460e/duWr58Oc2ePZvat29P119/PV188cV+xxtSDukcAMiySzfikHmKQxwBIBpUpBciYw8Xbyr3fqCQCBWC9ttvP3r11Vdp06ZN9Oqrr9Knn35KX3zxBdXW1lLfvn3psMMOo0mTJtGpp55KBejfrERSZt4AAPBDaxoZ45kRAEC5ZK4TFL1zimCUXJGaGGHPPfekK6+8kq688kq/4gNtGpsTcocBAESFzZs7rMyTzHF529Y0NNFPH/qCxo7sS3877UBVUQOAGFORoiWlsMODZhsAAIidhL+bpbz11RZaub2SJn22LuyoAIQqiZl2t6ekogWJF0ZSWtxQCILI+HZHlfC2UWweBoBoS+qYoJY4RB4AIGJQCIqpJBYCzn5ibthRAICYSGAS6Fo7xhS2AGmUxGTB/TpBCo6tIIwoQyEoppABAIC02Vpe51vYcUhSeel+QQaFIAAwUpFP5IWRlDyodCGouLiY2QqhaRoVFxcriRQ4S8j9BwAg7KHpa3J/u+mTbvfijnPreiFaggCIKN7PMU9Sxt9EkXQhaNiwYbRz507L56WlpTRs2DAlkQJnSXzQeeoam+nmt5bS52t2hR0VAAhREpM9FeeEQhAAWCmYGCHhBTCpKbKJWjPfGUbTe1VVFXXs2FFJpAD0nvhsLT0zewM9M3tD7rNkP5YA4MRN4cHuhR6HNCXpGRIAr5L4hLgeE4RBQY6EC0FXXXUVERFlMhm68cYbqXPnzrnvmpubae7cuXTooYcqjyCwJfy+NNhcVht2FAAgArwWApLYkkREzIpJAEiGhCZbkSBcCFq0aBERtbYELVmyhIqKinLfFRUV0ejRo+nqq69WH0NgSurLnAWDfgHAb3FIU3lxZKWQHy/fTk0tGp1y8B6+xgkgUmLwHAcFDUHOhAtB06dPJyKi888/nx544AHq3r27b5ECZ+gWAQBpE4eCShjM9UR1jc104bMLiIjo65u+Tz06tw8hVgCgQpjd4ZI+O5z0mKCnnnrKj3iApKTcgG6l/fwB0s7dmCD330ZZxtQWVN/Ukvu7uqEJhSBIDVQQgwzpQlB1dTX9/e9/p08++YR27NhBLS0thu/Xrl2rLHIAAACq2E+RHVw8DMdVEIbd5HDoTQwQd+5SCRUFwqQXKqULQRdeeCHNnDmT/u///o8GDhyIAZkAABC4pL+cWbhjgvAahhT7v+/uTc/NaZ09Nu29RAoyRC1t18DPa5GU9Fe6EPTBBx/Qe++9R2PGjPEjPiAo7Q86AKSPSLrX0qLRFf/7ivbboxtdNn4f8bA9xCtKzGvImbvKASRN7y5FzhvFmEx+7+yjh9Dzc4pDOXYcSS+W2qtXL+rdu7cfcQEJSSmF//SwwWFHAQAS5MPl2+jtr7fQvVNXWr6Le7rJj3++oNMS71ME8CTpmXYn7Qry2XrMDudMuhB0++2300033UQ1NTV+xAcERf1BN9dG8nQqKvQ1fABIJl4ScMnzC212kg8vKC/PK6brJy92lbbpu8Npmpb8nAuATtJvd/ezw/l3ZcJOL1UR6g532GGHGcb+rFmzhgYMGEBDhw6l9u2Ns84sXGjzAgJlEnL/JeZBAoi7mat20vQVO+j6U/enDu3cVU74zfNLPaI9w2obmum6yUuIiGj0nj3pzKOG5L47fEhPWlhcZru//rTMLUEYLwSJp0sXkp6l+O7wYHtiJb3CWagQdMYZZ/gcDZAV9RtT0/x9+Ub77AHi59wn5xER0aCeHenisSNCjg2bxvnbVQCWr8JJVTRNo+qGpty/Z63ZZSgEGbdlh6GvpIx7lz8AMNI/08P6drV8f8XLi6igIEP//NWhPhw72YQKQTfffLPf8QBJUb8xox4/AGDbvLs27Chw+dmoEWa9kv7Y5hlXRaKlnyK7pQUFIUgXQ+VIxCuIvTOe387Kenrzqy1ERHTzjw8ynL+f3eiScpWlxwQBqGV8lJoZo3rRnQMAiLxndqL44t5SVie8LS/++sVRiYhKqxs8xAgAosR+fTPdl1FM4CJOeorsXr16MdcGymQy1LFjR9pnn33ovPPOo/PPP19JBIEt6pUdrQ+mfOmloanFMllC1M8VAOLBruAUVjqzYlsF7dGjY+7f5lRTH68GU2En68Fpa/Lbk0abItyaB6BamssBdrNBKmkRTvgFlW4Juummm6igoIBOO+00uvXWW+mWW26h0047jQoKCuiyyy6jkSNH0u9//3uaNGmSH/GFrLYbs6ahiSrrGsONi0LNKPEAgICkphR2Ld8vzN3A/Hz51orc35rWOq4rqwBN6QCxZpfWfbp6J38/F4lkY3OL0H5J6XYo3RI0a9YsuuOOO+iSSy4xfP7YY4/Rhx9+SK+//jodcsgh9O9//5suuugiZREFI400amnR6MCbphIR0YrbT6GO7aMzo5Po42F+jloS8mABgHpJXQHd7tj6b0qqxLq5dSrKv9pRBoKk0z8/Sc9CmM+votZYCe719C0t0Ymtbmol3RI0depUOumkkyyfn3jiiTR1amuG/NRTT6W1a9d6jx1waRpRk64ddGu5eL/yKEt6AgYQdVF+BL1mdiKbvgjGS6RAoxEpGRwNANHgfoID+X1Yw12STLoQ1Lt3b3rnnXcsn7/zzjvUu3fr/OXV1dXUrVs377EDLo2ML8TmFnZf8bConJWE+UzixQ4AkuySjbAKC6oPq2kac4IZgKQyPrvpuvftCi1urkRGcD/9Nj8ePcjFkaJBujvcjTfeSL///e9p+vTpdNRRR1Emk6F58+bR+++/T48++igREX300Uc0btw45ZFNu0wm/7CbCwvN0SoDCbN2hwsnHgAQfYb0IqFphSVLoztp0fE97y/Zlt89qRcKoE3S7/Agu/vp85mix+vXtYN/EfKZdCHooosuogMPPJAefPBBmjx5MmmaRvvvvz/NnDmTjj32WCIi+vOf/6w8omAtoetvzqjV/Ll98YqOCYrW2QIAqGFXs/vrI/dy3F8joqr65EyWAyAj7d0/jQUY+YuRyWRI0/UsSvr1lC4EERGNGTOGxowZozou4EB/Lz726Vr68/dH5v4dtQkF3EYnaucBANHkpqLFfr0ND5HxyLabnu7vLh2cX9malo4WM4CsxGcb3A4vUBsLY9gJueZChaCKigrq3r177m872e3AX49/upZ+c/SQ3L+j1hIkypKRER0grD4qAJBwsgWn4/ft61NM8jKkPkMR09cBgGdpv/VfX7gp8GPGeS4FoUJQr169aOvWrdS/f3/q2bMns7le0zTKZDLU3NysPJJJsmJbBfXo1J4G9ujkOazq+uRd663lddS/e0fDZ6wMgp8J3bc7q6iosID26t3Zx6MAgCw/M/esAlIQMyWZj2q3WKpQ9xbN2KKe9kwhJF/Sx70ZG3aN52pOL2oamvUbez6e0PYxvvxChaBp06blZn6bPn26rxFKsi1ltXTK/Z8REdH6v5+mNOw4l8T1Xl+4iUbv1TO041fUNdKJ980kIqJ1E09N3XSRAHER5xevgYLzMEyaQ1piFjIEkIVbP0+kcOiUVnC/Tch1FioE6Wd6w6xv7q3cVqk0PH3+PBOxDmKiCZHIYqmscohfL/ltCVlvCSCZvD33smOCgipMiNZk87aK6lgngEAk/B73Mx1SEXSc64ql1wkiIvrss8/onHPOoWOPPZY2b95MRETPPfcczZo1S2nkkqZ9ofjlPnH//o7bJPHlFqXCXBKvL4CTaSt2hB0FIcrX11EcnjBTkmeOh6GAxImkPhNimRjBo8bmFiqtblAXIICPEt81TuL0BHvPejpG3EkXgl5//XX6wQ9+QJ06daKFCxdSfX09ERFVVlbSXXfdpTyCSdKuMP+mcirZF7Wz/jR2uyzZXO46Xn5IQkIU/zMAkLdpd23YUUgdr5kOfTlKdbp16gOf0eG3f0TFJTWKQwZQI+nvarvzs2uFEVr01Kk7HOf7JOTxiFwUgu644w569NFHadKkSdS+ffvc58ceeywtXLhQaeSSpr2uEKR6Nre/vrGEquublIYZhKg9RtFphwIAO6q7iIQ2jsY8QaYpHoaJETgpprX1yHkfUat3VBER0ZRlWz2FA+AX/TOTplYMIu95FqesaNIvp3QhaOXKlTR27FjL5927d6eysjIVcUqw/O3qdOOJ9LE0v9wq66JTCHKbEIn2LQ3iwcTgYoiSFsx77DmDE/dnmhd9Q0uQpvmSEcTtBxAOY0WIu/242zBCTEorjwjpQtDAgQNpzZo1ls9nzZpFw4cPVxKppFI9eMw8fiZKN67bmESpJWYrJkmAiFi9vZIOufVDemi6Ne1NE69rgIouSpr7LKAk1TZeknHQyPguUHUOMS8/QoK5LSQkndjscC7DTsiFli4ETZgwgS6//HKaO3cuZTIZ2rJlC73wwgt09dVX06WXXupHHBPJjwJLHG9Kt3E2zIWvkL6g+sjMb305BoCs295dTlX1TXTv1JVhRyVUPTq1d97IpTikn6JxfOrz9UqO19Tckvu7tjF569IBxIGfSZNTmhKHdNEL6ULQNddcQ2eccQaNHz+eqqqqaOzYsXThhRfShAkT6A9/+IMfcUyM+sb8C0XFjRWllh8zt91OonRGSX/4AeLmN0cPyf0t8nz+Y+pKT13ggkpjDWMaLHGQDcvb/np1Tfl31s7Keg8hAfjH0EKMF3eO/lI8NH0NvTyv2LoNqzucbOtzjC+50DpBZnfeeSf97W9/o+XLl1NLSwsdeOCB1LVrV9VxS5zHPxVvWYjSVNFBitJZIzGFqMCiva1Ys2baeXD6Gjpu37703eF9BLb2nhlQwXbNH4HP/Su4IT0ECIPdxA8FBbpZh03PaPZfa3ZU5XoRnHnUEOM2brvDudstclwVgoiIOnfuTEcccYTKuCRecWl+itGk569FT4/30EZB0n8jiA8UgVqJzJRmtlu3xk1Un2n7xU415t/iYUf0pAEUSfMtXljg/HaorGvkficwakgqPnEjXAj62c9+JrTd5MmTXUcm6VTX5qrs9hAV4Sdm/FoVAIg3u2ealfYEkR4pT2eQbEGKhZ+HUM/ulLp1zI+TtJx72wd2ec8WBRcsznkl4b4FPXr0MPzvvffeo4KCAsvnIMbxphEoL5nv6yhNoZuEhCgJ5wD+21haQ5e+8CUtKt4ddlQSTzM2BbnYX11cwlDcdq8t3lTG3YaTD3IFrUgQB3HOhMsyn+vQPp1tthUIz+XECElJG4Rbgp566inDv1977TW65557MC22S37cP9NX7qDfHjNUfcB+srRmJePBgvT408uLaFFxGb2/ZBut//tpvhzD7yFBcXmh+TpLEvOzaF2XO977hoiI3l+yzfB5MD8fOmVCNLnpJhsrHk/J9slV0AIek9cHk/TscOCeYUE7H8KP0mKpcU2HSvXjB0KMB8THhpIa541ACa/rgdhNrBBWdzjzcby25PgXZ6SIcTV3bQmt3VkVdjTAZ7y0w64STUV3uDhDIShA+htRRc1rlO9dt7UxJVUNzhv56P6PV+X+TnviAGKCqB/3+xhxudW9RvOoob2VxEM14+Km5sli5M46kTXh4NqaHVX068fn0Pfumxl2VAIRl7RMht0zrZ9J2NXEKS6/T8q05CgEBUhm2uu0djz4YOk25418tGBDflxHjJ9rSBhMkd3K68vW7jqywu7awfUEqlLikdbgHoyjldsqw44CqGRKKwyV6+ZNBRIW1jbyFS/xJZzCv/3224Z/t7S00CeffEJLly41fP6Tn/xETcwSzummqWlwXp3b3FIRVmm8sCBDzS3muIjtG7WHp11BhrJtUU0RmmgCAIyCSO46FhX6fxAHXrvDxaOABeCe3To6SSCcn+LMGGxXAa/P5rz/p+PlIsY5bpwIF4LOOOMMy2cTJkww/DuTyVBzs3PmHZxvmmkrdngOIyiDenakjaW1voUf5MKxBbpqFXSHg7RI8p1ubPyxmSLb95jwqTx2kn9LkIdG5PTgteCYh2LoW8Sz+2QyRAcO6m4Nkzs7nPNx40C4ENTS0uJnPFIho3hmhKjcdswBxSrDD/BM9QuPRWnKcYiuIDIZyMe0cnrxMrt2eHmMg1gnSDPVZCuOQpwzKAAiNM7fSSE8IYybVuDs5Amy+3nYPkowJigkKl5MZTXhTiKgQtQG1OkXXzZ38eNpbG6hhiZUEoB/MEV2K6/ppt1psitzgrkuSiuNfPot0aIAEG0iFSjm5CGbzeGNlxRJA+Px9mBDIShAqgc3PzZzreHfUcrHxCVTZVZYkH8kRMpALS0aHTNxGh1xx0fU1IyCEICfDDWiiqe0DrPFxL5wJjlI2acxQTFN0iEFjOlC8m5Uu7TJnCYeONDapc0YFjts2dypcUZLyZ0jBIWgkKi4aWoaozv+Kq7PxOFDeub+FhkTVNPYTLuq6qmirol2VNb7GDOIrvhXkcfleQ06nkG83C11YxH6MSIUFXAp/qmTM3T5bKWRRt075Ue5ZAuEdsuzZP9ZYBgnJH/kuEIhKCQqbpmo1Hh4q311FuTECPoxQSLd4aLyG0DSpSEr48ypb7zT0yjTnz4omtbapZb7vWR4lpk6XcQJIK6SeL+LtnTxvrKfHY4xKEggzKRAIShAxoFn3u8s3nSIURDXB0cfb5GWIP0W6DOfTkEXhNPc7dJuUVFfjhfExAhE9L/5G+03kKByrTV9kob0LZ7S8LvFNb+hmsQ8CPl/25eB+GE6dE2OC1eFoLKyMnriiSfo+uuvp9LSUiIiWrhwIW3evFlp5JJMSUuQomLPtvI6mr5iB1o1TDBFNogoqXY3QUl5bSN9uGyb0KQa+ozMvHWlro5nJ463OntMkP2J2I69YX4WzIVxew+xlNUaw/KSrsfwtoC0S+BN6/aUcgWcjPUzM0N3OI/jEONEejnsxYsX00knnUQ9evSg9evX00UXXUS9e/emN954gzZs2EDPPvusH/EEBlU33ncnfkJERI/85nD64aiBSsIUzTxE7eHRxxuzwoOf/u+/c2nxpnL6/Qkj6NpT9hfeL2KPTKCill6okCHzFNnR7M6WxGsPyZCmW5M3sQERY7yPbg0g1vZE+cpeLy2GcR6TJd0SdNVVV9F5551Hq1evpo4dO+Y+/+EPf0iffvqp0sgljUhpXIbqZWxmrdmlNsCYk00Ughy7BPG3eFM5ERG9uci5Bd3vOysprZ6ssxB9jlXPNidDfxjPx/QpzmnoVgXxF+cMOY9omtC65pi7sGWXsVSaZoVIuhA0f/58mjBhguXzwYMH07Zt6voiJ52KB/WbrRXGMD0GqfQ+jvFDkTV2ZD/HbeL88EM0yOYt/ciLzli504dQ1SmtbqDtFXXGFhPBQovoyubMxVelYumBXTc9j4mMqnNAWhdXyS+94t5kE0kjs/+sbmimLWW17o7jaq9okC4EdezYkSoqKiyfr1y5kvr1c840ppnh5ovzXaNQlC/DwB4dnTfSnQBqSsEvft9btY1N/h7AA03T6PDbP6Kj7/qEqurzywIkpca3Q3vjaziq6UhU4wWgl8wCkX3lD++77D/teqms2l6Z+/vYv0+jXVXGpT5EKmHifM2lC0Gnn3463XbbbdTY2EhErQuAFhcX03XXXUc///nPlUcwqWJ8z1iwHpK4nl+cH2aIJ+lFlFOcGf1sdb7FilnL6SHlCas73H4DjIsbqp7109MSBkgPIRZwoxLx0z/9UAfzMz1zlbEXwPItFULPvWgLe9RJF4L+8Y9/0M6dO6l///5UW1tL48aNo3322Ye6detGd955px9xTAy/b5Oq+kafjyAuCS/PJJwDQJIs22LtheBE9VhM1TIZd5mIEf26+BAbviheOwCzJN6moq0/5jFB2b+XbS7n7m+uU3M1PjTGF116drju3bvTrFmzaNq0abRw4UJqaWmhww8/nE466SQ/4pdYfrxQnvx8Pf3ttAPVB+yjqE3LLRsbfeYlxRX04DO/J92I2GMohDmltZdWD4lPg8Q7p4MH96Bvd1Zbtzf9e2NpDe3Tv6vLg7vbDaIjDd0Y45h++UEjonnrS3X/ZvXSMX5mvj/cXMo4X37pQtD69etp6NCh9L3vfY++973v+RGnxLKbBlUF80rhYYpz82hWEs4Bok8kk5KGjIws0QoUY7cNvte/3GS7r5/s1y9ifyl6S7w4r5jG799fPlLm4+EehIhitX4kiehwcm6aaNMa3qtzkTUMke5wAS9c7Rfp7nDDhw+n4447jh577LHcQqkgL8b3jIXTqbwyfyNd+9riSBXSRCTpN4LkwFTsrVQ/nm9/vUVxiFaDe3ayfOZmWlsi8bFkcUt3AcAd85POHjdpZJ4F1zImUahAFF/ShaAFCxbQMcccQ3fccQcNGjSITj/9dHr11Vepvr7eeWfIifNNI0L/4Fzz+mL634KN9MHSrdbtAoyTCLdz7BMR+sOBK1FoCYpjgT+IOEfhssie58GDexj+3eShEGSs7XUdDICvDPdpJJ5atdy0euvJVJxZJ2bB7HAGhx9+ON17771UXFxMH3zwAfXv358mTJhA/fv3pwsuuMCPOCZGnG8UFcprozNxgwjZ3ws19FBdLz/VdEuL8zb6ewvdkrIY/d0Zz6xxYgS5hzqobh5uMm6822CQaWr/OHdVAe+QXCSL+Xm2+5fI/pbvSSw92lZeJ3HU6JIuBGVlMhkaP348TZo0iT7++GMaPnw4PfPMMyrjlmhJejFlT+Xso4fkPwspLkFLy3mCmMtfXiS9z2aRBepSnJNJUFLJJbP2h2NY3qLCPTYK3xBVaRoTZLudpSsba2IE+31EZ4ebHvEFtkW5LgRt3LiR7rnnHjr00EPpyCOPpC5dutCDDz6oMm6JE/WuBTM93tRnHzWEOrTj31J3f7CCfvvkPKqo07UIRfA6ZIlELUmFWfDu4292+H4M5EVbia4TpH7GOPVcHUfwRlCVRCGpiyfpdcggMbLPrMwyAa7GBMU4cZAuBD3++OM0btw4GjZsGD3zzDP0q1/9ir799luaNWsW/f73v/cjjiBoWF9v60YI1UgLYj0UFXVN9OmqnfTIjG+VHUc99w8z3jXgF9xaVkG8doMZd+TuILzutyu2VTI/dyO+WRtIE9HZ0+JgzY5Kamgy9pEWTYdcTW9tCVwLtfU5aNJTZN9+++105pln0gMPPECHHnqoD1FKLr+bbHt2bq8+UEnZgoDd+VXEZGxQnGs3AJKO2RLkMCYoDW5/d7nh30kcKA6QRO98vYX++NIiOmZ4H3rp4u8yt7GfIltgW4fkQHgeFdG1ByJOuhBUXFyM5tWICivPblwwVO7eiPsLGpPDAYTDTdoRdg2nSMWKSL9++wDsw3MLr/14SsPPZrjHY1x5+dzsDURENHttieFz+4IPf2a8XHc4Q1jOUykIDQWwCTNOpAtB2QJQTU0NFRcXU0NDg+H7Qw45RE3MEqKmoYk6F7VeZr9vGv1Lqr6pmQoyGWpf6HrYVyolpHIDQErc7/WahibaVdlAjQ5T7X21sSyYCEmyXyyV9zn7G5XvFkMGK+43CSRWHDPh7y/ZSg9OW0MPnn0YDe/XlYjEJyXg4U6RLTEmSDTMpExGIV0I2rlzJ5133nk0ZcoU5vfNzc2eI5UUX24opZ8/MpsOHtyd3vnDcYbv/LhpsmE2NrfQkXd8TB3aF9Lc60+kgoLg6oJQWwjgLz9a4uPY9VMf5Vmrd9HFz31J+w3oZrvP01+slzxGMNfl42+2+xZ2DH9aUCht7+S43O6XvrCQiIj+/OrX9MalY4jIpsJDsHZWxRo/Ql3qiOioYb2JprP3iRPpZoIrrriCysrKaM6cOdSpUyeaMmUKPfPMM7TvvvvS22+/7UccY+veqSuJiGjp5gp69ctNpmZL/2wtq6OKuibaWVlPdU3+F0rdzEAiu10ohGZFyf+NbqIA6vEzBqxto5ygsMnO1pT/wl14MuJ3NSGVInSj7q5uoMdmfks7KuqcNybj2nKeW4I43eFke7iIVP5075Qfgx7HdDdLuiVo2rRp9NZbb9GRRx5JBQUFtPfee9PJJ59M3bt3p4kTJ9Jpp53mRzxjST8+5q2vNhu7w/mY+y8szB+32cNq4W74UQwIq2wh+2DHsTYd4seP56FX5yL1gfrMMBax7aIEkdzd8e5y6tetA00YN8L/g9ngnao5IxXnDAqAk/cWb6XJizbn/h32a/hPLy+iz1bvojcWbaYpV4x13L6xOR9hr+mXWHc4ufRhK2fW4KR0lZVuCaqurqb+/fsTEVHv3r1p587WtWVGjRpFCxcuVBu7mPPSD9OLQt2BAy4D5cT1xSsb67ieJ4Ben675QtCQ3p1DjIk4TSP600uL6GcPf57L+KuuiDAHt2p7JT0xax1N/GCFu/AEjmHdhzP2h7Oj+VN1lwRpHUTPZS9GK9/52epdRCQ+Vf26XdX5f/CeaRdjBvXf6SvkZZ/i+z5a5bhNnFMG6ULQfvvtRytXtnbzOvTQQ+mxxx6jzZs306OPPkoDBw5UHsE4W7szf3NrGhnuFD9umtwNb1Pq91OGMrka2bh2h0tK7QYkS5CzEO7Tv6vPR1Dn7a+30MLiMlq6uZyIfJjNzRRiTUN0xrzKdBN0fYyEDH5Os7T10o5zjwyRSmu7ilfrkj+aZR/GskCMY4jEw+a4MSLdHe6KK66grVu3EhHRzTffTD/4wQ/ohRdeoKKiInr66adVxy/Wtun6hGqmW9fPmyboNM/vDJrKazV9xQ5aub2SJowdzhzDg3E9kEZBddX1Sy7KPkfdl/TNIdIiszPZhw8AceB1xsf6AMaAs8U3lREuBK1Zs4b22Wcf+s1vfpP77LDDDqP169fTihUraMiQIdS3b19fIpkEmmbOXARz04S3dlA0nf/0fCIiGjW4B43Zx3q/Sk9e4XPrHgCR/xUbMSz3UEl1fnmGxubWqbGVtwQJzpSk8hjqD+Bl1xjeGJBqcb5jHWb4d/T4p2sN/87VDRnyKeYxQUZF7cQ6iCWllVi4EDRy5EgaPHgwjR8/nr73ve/RCSecQEOHDqXOnTvT4Ycf7mccE2FbRZ1xwSofbpqM5Y8QEgTJ3FqQL9kWXVvzFt5gv6AiAyAhyPsyLs9AWU2D5bMgW7E0TVPScuwUY8nJ4Rjbqbkmcc7oAMQBb3Y40QLH6h1Vjsf4dkc19e/Wkft9947tUvWsC48JmjlzJk2YMIG2bNlCl112GY0YMYKGDRtGv/vd7+j555+nzZs3OweSYhtKanzPXHTrKN27USm/xiKV1zYqCWezruBT1+jcbCxyCvpNvo7oQoyQLP702IzfWLha/fictmvid0uQ6Hcy+5RW17uKg2gam1HUjohWoXhS9fvHRVzSLxbRyRT0jAUkjftd1t+nrLDdRvzySfaaiSjhQtDxxx9PN9xwA3388cdUVlZG06dPp/PPP5/WrVtHF198MQ0ZMoT2228/P+Mae7Jztcv68ehBPoTqzLBWjg/hv/31Fh9CVUN/7lOXbQsvIgAeRDnjwMvsN+ladr8qLmvbVvGx7QYhKzrGBU8vED6mm+N7KrxE+L4ASAuV4/9kp8gWOm6UXyAOXDUdtG/fnsaOHUtHHnkkHXPMMTR16lSaNGkSrVmzRnX8EsuPeyY7Nfb2cvuaxSAIv6BNG557zN7K4+KW/DpBPkUEwHBv+VuzG5fbWB/PbDcQ9jOr7noZZ4/UlIZtc1Spjy2bxeUHlfDMF+tp8sJN9PT5R1GvLmrWuLryf19Ri6bRA2cepiQ8CEecb/duHdpRpW7xVBaZ1mlWeiiyOLNI3sfvSv2gSE2RXVdXR9OmTaMbb7yRjj/+eOrVqxf96U9/oqqqKnrkkUeouLjYdUQmTpxImUyGrrjiCtdhRJ1hmkIfbpt2bYuk3vX+N/njBDlFdsb77GqdisLt0teuQG7WeONvChBPcbx3WWmb8pYguwyH2kNx7aqyjn1qPb7/MTDOGuj74YTd/PYy+npTOT00XU3Fa3lNI72xaDO99dUW2lUVfiUipFP3Tu2Zn4u3DvNml+NvI1JwcjxuhNIGWcI5znHjxtH8+fNpxIgRNHbsWPrjH/9I48aNowEDBniOxPz58+nxxx+nQw45xHNYUeb3bBrZAkhNQ74mIaA56KyfxPShOP3QQfTxN9uJSHBMUEzPE4AnLl0bXvtyU+7vbJxZUfdSL2MOTv9v3iBmlaodaoVFqIplFO+KWoGxnSJaDC18SoKMjnQNCWJOmJIWlgKNZv1caAY6yfHQcX5khKu9v/jiC+rbty+NHz+eTjzxRPre976npABUVVVFv/nNb2jSpEnUq1cv223r6+upoqLC8L848TtxzWVeQlzrJn9od/3a/azdFKnh69i+UBcXAH9sLK0JOwoGccz4Ld5Unvt7d03r5CmbGbM++pUaupoYQbKbSUUdf1IY8QWpkzs7HJZ1A7P/TIvvsAzes2r/7BkL8B3b22frzZU3lqBtjlXX2ExXvLyI3vl6i+2EDHEiXAgqKyujxx9/nDp37kx33303DR48mEaNGkV/+MMf6LXXXqOdO3e6isBll11Gp512Gp100kmO206cOJF69OiR+99ee+3l6phRENQ9E/S9GeV30s1vL1MeZlS7i0C0/enlRWFHwSDOLzEnnrroKroslXWNrlp1VMxO57RZbUMzdwZOw6Q3UU7cPUru3R/tdzIYicyEK1NR7Oa+Nu8zoHuH3N/Pzl5Pb361hf74UrTeX14Id4fr0qULnXLKKXTKKacQEVFlZSXNmjWLpk+fTvfccw/95je/oX333ZeWLl0qfPCXX36ZFi5cSPPnzxfa/vrrr6errroq9++KiorYFoSCmm40yGlN9VNxRjFPpV8biBc9zVi94RhmkjOP4J/iEvctQX5nRnFL59nODid4neqbmmnULR8SEVHfrh0cthanKm0ffeuH1NDcQktv/QF17cDPEuC+iCf8bPFR3cDu3ik+0ZTGfE71aYWlJYg1tlL395lHDsn9XaIbn1itH3YR45vM9Sj0Ll26UO/eval3797Uq1cvateuHX3zzTfOO7bZuHEjXX755fThhx9Sx478hZv0OnToQB06qHuJBE3fVcOPmybXG87wofrj8I5LJF/rarkOPsbX9+6IeN2AIOmCjIKCz6RP19LQvl3o5AOt3ZjtBs4Cm+iYIP1snfVNAuuTCR5fvDuc/fcNza2DBFZvr6TDhhi7pPs9mU9UoLUEkkAj594pIrPDcekelCv/95XuuPFNG4QLQS0tLbRgwQKaMWMGTZ8+nT7//HOqrq6mwYMH0/jx4+mhhx6i8ePHCx/4yy+/pB07dtB3vvOd3GfNzc306aef0oMPPkj19fVUWFhoE0L0devYjirrvA9sFZW9EQ2LlgZ2dHNcok3kpSdyDnGuAYEwSWa79BUNLo725YbddGfbrJHr/36aNfgI38deo+Ylgys6O9x/PllNq3ZU0QO/PpQKCjKm7fJbisRFNL6qf7IgJnqIqrScuaZpnmdwBbWO26ev80YuJ9ViTpHt+G/+mCF9b5+ymnzXvTgnHcKFoJ49e1J1dTUNHDiQTjjhBPrnP/9J48ePpxEjRrg68IknnkhLliwxfHb++efT/vvvT9dee23sC0BERD86ZCC9NG9j4McNM4nzemw/nyWRwmGMn2WIkaDzIdsr6oS3jfMLjcWva63vRnLfR6uIiOjMI/eiMSKZGrtwOX+rCM9Os9OsURG8LzJow3GEKxRtThMZOLH04Gc9p5KTGBg20f2Dl5bG+Z0hXAi69957afz48TRy5EglB+7WrRsdfPDBhs+6dOlCffr0sXweX/zkx8/ucH4fx3KMtv/qH5D/zd9IV508krrY9DE37h090tcuuqcCEVPgIWfiR01unLsz+MlSS6r7oIVxyWoYffr9SoP14fbtWsRdT0g8PEatsT7z5Cn0aENBAaJMbjIE+4fWaTY4u/SK95zE+f0hXAiaMGGCn/FIJLu8ih83TW5OeJ+PYyd7zv+dtY7KaxvpH78cHejxRXEfZsnLlZZMAqglW4Pt+3PssrtFHHiaHE5ytVSnLmUiBVjx65/fsH2hTW1y0n5QHVX1Acm9QkaaluxZ/uJI5eOpEXtiBNNGkmHmJfHe8dYOp9iMGTPo/vvvDzsagfDzvcSa4GxDSTWd+sBn9NZXm/07sMnUpduk9/lo+XYfYpKlm71OYGuhZuPUvD5BJd8y5grgnhbD7G/vMNOS0uMLFly/1q2nJH0M13vGVxIzemly5pHxnDHYjmhlq2WxVJF9GGOADBOiOLR+s44bJ5EqBKWJ0z3TzbEbmXVAnV1X0L++sYSWb62gy1/+SiR6rmR0/y/K/PCs21Vt2WZon86u42Q6mqJwALwJOp/ldLwkPxlexo3IZDj4n7m/unb7Bt3in5blAFJymonVo1P7sKMQGt6QIAOH5ND8nOvTltnflnD2cY5bVKEQFGNNLcaRrHYvqap656lZ3dIf1zz5gIoXZ6ci1zO5m2QYf5lpjL/4krJqMgRLdlxPRrIV08yxh0RMusOpqxARY70W+Q9YXd94NaX58OQurv1iqezaWr9E+LYAyInbfSqUzxD8TtPM6YJm+C+RNe8jM2V2MyeBi3PvARSCQuL0MhS5pZqaBbprtR1nY6n7xRndinKhQLaAIxKOUwYIwK04v2S8iuq4O1ZcWAUjjfO3XMj2/Ep79Gn41jLxGQazJi/cRFe98hU1Ok49Fx1J7g4XpecH3LHPl3j/hTXHYzD2ifGNhUJQSFTcM5aVfxlhZ+dyL632NnOQKNn3R4yfHYsknQv4q8BDyuvLzJKSLaBhCfplaz6cU4uZ41o7QvEXS0XZqb9/5q0vld7nqle+pskLN9PkhZt8iJE7dY3NVFYTzPsQghflyle3RM9J06wtQ0TmyQ1M65hZEjn+P7lTZAvFLppQCPKR3avMuQlSZFA+5wPdvpM+W+sYjlfZo7EeEBXpkR8Vc7x4ydY6s5qeAZx4W9/E5/sMtzGX0zgcFUnAuJH5sZ723eHUHpc5plTRvaBfWFElN0/RkXd+TIfe9hHtDqhiECAoIq04snlL/eb8WXXj+9JAIchHW8vtug94v2lEukA0BdxHK8ldCVjku7oAyD8nfr9j4vIOC7xboOnCtLRovK9av1fQzdl5bTVrWI4tUCHz673gZs2syromIiL6alOZ4thEX5wzq0nlqsKbY69enaT3szYEmduY9aUg9vMW56EAKAT5aNqKHa73FbqnOLN4xOl+jHKiLB236J4KRIyXTKs/3eH0f0f3Rg69O5z+b8G4eJk8xe63MLRCS4UavAJFpSDewGyArAhnKZjmr98tuYcp36f752+O3pu5x7C+XXJ/O1Uc2HWP4y3yrVF8n00UgkLiR/eFKDz85m4+KqKkqhbRMHMd52LJxtfYfS4CPwDEwsbSWqntvT4DMmlDFNKRqGoxFDxEL5RkwcdFN7cWlxmQoCqh3LTYmN09ZQUddtuHvkzyE9SY2TCouPbgn6r6JsdtRB/TwgL2eB9DIcgSNqtbL/uAvDvp641ldMCNU+iTb/xc59EfKAT56MT9+3O/U/Hq4dUmGz6WPJCbWXzyx8tYpshOE2QewS+j9+yZ+9vNbVZWa5/Ji3KLrF7gLUE2taKi6wRxdlcq6r+eimz4IzO+pYq6JvrXR6sUhGb00rxi5WFGRVyebVXSdbZGKrrF8hZcJbIvUDc0t9Dvnlng+fhBQyHIR3YVMDJzs/OYlgniLJYq91DUKF5PSMVU4H5Qd9x8SFHvlw/xZa7hk/W3N5bafo+xbWzm9FPf4CLcDuThgtrt6qWyixmGi+9Febx9DZoVRUofpXa6CCY5HU/umSWbaDdc3vgeuX1M/7ZZYygJUAjylc2SnCpK7JYws5/bD971U9wfEtmuKHFZZBKSI233mTE9kz95ld1UPcdFJE1xEZeoZ9wLVJaCfKCv4Z66dFuIMVEvbd3hIv4o+MvcisO4FiK3Ay9fM3qvnq6iFWUoBPmo0MtaIAKvwqg1c5sfrohFz8DvweUAfpnvYr0WRx4G7wfJTcy8TEduvhQtLio99JvVNsq1tNv9FioWkQ3ql45iNlxfONC/b3dU1ocRHQA+23TAeZyi/nPLuG1LwYl/rP0GdLOLZSyhEOQju5evipePte9m6wert1e5D9TF28rQXGpeiMtxX4EoKXqD6isjhWpDRAqi+r+jm3eEBLl36krlYcZlsVRXPKQfMhkEIk6XZMkLKjrrmz7cmoZ84eqgQd3lDmh3DFV3g0+tEX4EG9dZrniMa9mFGBFQwu4n5N26+t+9R+f27o8XxdoMj1AI8pH99KYO+wp1m2BvVN+UHyyUhERv6eYKJeHop2nlLpYq2ZXQy/S3ACDHzSOm8r0dpUoPXvp/5NDeAcdEQNgXS0LCykCpk8RZWr2ekf7xGzeyn23ovGEWRIksA6EQpJqmabS9onWRVPuWIO8PqjmxdrN4n4XHaG0uy0/9G7XEyO8HOFpnC2Gpk+zyFAV+jG27493ldNI/Z1K1wBSwotykKV7GRNgNEhaNi5d00P9Fch1athKcqPHuiqRVZqVtTFCaybZcC4Wh70qXwHsJhSDF7njvGzr6rk+cp9x0agkSOJb5BlfSxc5FKNk9WI9HWFPGOh2rfaHzwyz0G8RocDIE44OlW5WH6X9mWH2YT8xaR2t2VNGrCzYqCzPsR8ypsKh+whv53gRJy8QHQnfJkI7HWxJ/PuH1wgTWP7TkGxX0SoozFIIU+++sdUREdNd73/h+LF8G9wdww0fhmdpvD3a/efn+++73hWRysdRWpKi+jVV2Lwr6ETNnGIKeIts23IiEEfRx/K6LTnJ3uKj1zgC+v3+wwtCzJsuu8tvScs3Yx9KDyHqEVOVlUAjyS8ZhTJCCQ1jCYK38KxkmasHyAu5JCBAaw70bsTTAa3SUjgkyDDIX7A7nIf62+3LHNaqjKqyI3VJERNyFvfEOhCAN7NGR+fmjM7+l/3tiLhFJFF4F7l0vLT/J6wyHQpBvMuQwJsjpXhUalO/ccSLsjDzr4VU1mUCLZJWdyjU6WGGiGwoQ+XMf+F2DG5d71906Qeo4tQQpOZZgaxN3OlyJSMTkZ+fyMv05T9yvCcTLd/buxf1u7a5qqbCsYxitn5vTDWa3Xs56aAkcEoRCkF+cBpD5MTEC70gyXL0A2vbxa9Acr6bEy3oOIpkpsSmy9YmF6+hAgsT9Nohy/IN+xqzHk3/e/SrAisxw6f0Y+bB+dMhAZeGq4scrJy4VAm4k+NQSTXRNMG7FsES3fV6XOiIUgkCC081SVtNo+73Ii8zcbG93cw/v18UxvNYwVL5AlQXFDj9i2bWoxQdAlHHgrNqwVb44XdXReDgh8zNtzGP4/7y7ibrb03Xab9/+7hdKjHrBwm6tO4iXqN9rfrIWYDTDf+22yf3bPGZI928/Wl7DhkKQT5xulTsVTJwgMh1i9qOencQWyFLeHS5C6ZH+Yd/WNo25ZRvJheX027TEfEA8KCJw34zes4f/8XBpyebysKPA5Wa8htIxMk41qqyuJdJdkgXHGkl+7uZYEUq+leBlkJM8GULysq3pY5eGSE/O5GHcUBLrB1AI8sluh5YeXiY8SywDLtJdS46bTEZl2zog4s9HOG8c/ald/vJXysPHgFogEsvEjpIsBEVtiuyWFo3mrSulKoVrAInw0l1XxfH0z3gQT7v9gtvBpjee1jtSGA8veLXaSU67k3tmyaDy9zGnx7kxQTbd6ezWBWL9O2lQCPKR74OZHf7tKkzJQL7cUMoPy2NcVPM7PlE7X4iu6HUrkLt7n5+7gX712Gw66/E5jtsqXSzVVUuQwi6+hrgoC5Z/PLsaYBf7BLVtVKm4ZhBtSfwpRdOdBRt2e9qf9X3Snw0UgiLKTaum3eJ9ovfxF9+WCG7Z6rPVu6S2N5PtcuaFbLZTqKXNkLpIHgASKekvDSKi177cRERiXefqGtX1E3U3Jkjd8QzdZbP97R0O4GXtMXfbKSz02dQgR8HG0hqp7Xm/VZrHkUC8zFy1k/ud0IzBlpYe1jb23ycJCkE+8ru2V6QJX/YGXi85JWOc+PEwGwccJj25AFVk+1b73oopeYCw2rGCnx2OP2g4+zev9lXN8W2+c7GPJ14mmFAYpybdAJ4Pl293HY7+GTRMfZ6wAlHU2pz9lrCfj4jc35PM7nBOLUE23yVx0hAUgiLKzXgfJd3hPEypzXo+2K1TcnFS9dz5VSPrdntIpjjeBnGJs6vucApPjjUlflVdE/N7u8/cHE94H6U/ppoxUCqjNFvXW2Gf/l2VxCPosV4Aqsgu02HXus3+d/7v5BWBUAiKNaebt/Uz53D6di1SFSVpQmvxBPhW8lLwSfLgWhCXhtsgrFN0M4uXysy7fgZI39b/Ed7Q+/HjeK/q09mjh/WW2pd3vkmeHS7ocWxpNmXp1lCP/6WlVTo7HCL/wwv1IOL0809gQxAKQXEmknBnN7G77wv8urMjl+BKtnL5GjqkWdTeJXHJHLlrGVE3KMhNhlJku2F92eu4ueoO51fhLCb3iB39tdE/g9xFJiF2wuyWfsnzC4M/qO50axubpbYXCj7hjwYKQRFld9/dcNoBrdv4cHd6CZI1BorZPYRxjFGDe7g/cIhQywZmIi9hc99q1YPrZclmHMIqxAXdEmQ9vnx3N5Hj9+qcX8fNa+HKbX7eKa321K1P4Q3sqWWPs3Oz5PpwcRK1CheQ5/aeZI0JemPRZtt96ptaaPWOKuaxozerqXftwo5AWnUuKvQchrVvJ2MbybFFQbd+ZKN3zIg+tGRzOfXt2sFjiB7jI9u/1vDyTNjbE1xxcxtoWjK7Gijn8toqO5y+UKB0rJGbfdh7SU17LXHkJCdv2dkOiYhKaxpCjIm/0jB5T+zu04Dju6Oy3nh40/GveW0xd98kvqPQEhSSP35vX9vv7R7kbC2y3MtOzB7dO4oHqlD24Sr08Y70O3FEjwogcpuhDZefz4bKF6e7TJy6FgzjAHqxVm4vlSO23eE438lco8/X2C+J4KWCzC+eCrX6fTn35ertle4PAOAD/TN96F49Td/Z7KfgoeV1IU0KFIJ8ZPcy6trBfUtQ9kY0d83IHq9bR7kGPn0wBw/u7jpelnBJEy4Y2DWzqqjxbA1Hdnu5VrTv7N1L8giQSAI3prlg4NgdTmEW1LyqeGv4Rg1N6tb28Upmele/sbq/KsloKOp2Zg7LyUXPLvAlXD95KlQKXNs9enRyHT6A37xWA40b2c/0nXhX7HeXhDvxgx9QCAqJl/dJNgNlfhfk/u0h0+BpTBCjHMPKTNk9dCqm1PbCy/U6ZM94jmuC8AXZivjMF+sdt3nf6WUn0bwjsqCqKDczMKrsDsdaPNTLuhtO28imlUTJn6XS0Jgju96WwKXpLlmJCNGSxLvfOFmbxv/OvB/javTrJjfkQB/Ce4tRCAJBw/uxZ/vJ8jYBQTYMTguJ7u8+2emv/XoxOoTb2Gxfo5zdvSBbsFMRJ0USnpcAn4jcNuaWzyD76tc2WGcQMqclQrMMCZqxkr/CuaywuxoaxwyKhSy0GS8tt83geDieIHUTIyiITJuM4W+5UpBINLp1bO+8UUzhnZZSuh/ePBNi2u8JFIIiyOnlmh0TZK49Zu31o0MGiRzRNgy3NE28W41djZ6qOAlNEsGo6XXYg7kvgAzH1gSF91aTQLNTvcJCkEpuJ51QdTyn9MG5WopzHJtjcvfhbOhbS5CnFrX4JI5j9ukTdhTAgyS+h92OzVPdVTeJUAgKiZd+zbnucAKPg+xEA80hj+4PuzucLPlCE7BomkbbyuvCjoYrXTvEq/tMc4tzxYRTMhCnAbKeWjBM+7orrLg+vG3M1+6qlt5HVEVdI1XVNxlbvhSEGzb9e5fXipTEaYAhOSwVM7KVLA7hWfdNwpPPh0KQj+wH+3sJty0Mm1rKrGx+p6y2kR8X3X6qB0TzCjU7Kuroo+Xbc7WW+WsVoQcuyqWvhLn1neX03Ymf0P/mF4cdFWl79jIOpBa5bawTIyiMkANWS5D5+EkaV6L0VHSBTV22jcpt0tXcLnLBmj7n781Lq71O1V/f1EyH3PIhHXzzVEOlWFSWAPASC7HxWdE4Tz8k98ySoagdO0tuWIpDZlp7h7BcB5IgKAT5RWEXDAvOFNnZh0N/k788fyMREW0oqRE6drPkA+K2j/7Ye6fTRc8uoLnrSokoPyZI3VHchSJ7JGPNcMJTCx893TZYf+IHK8KNSEDMt7tMoaMD50UpSqS1V8Vg/ygqkmwat6axeY9/upbOe2qeY+uQ0HpjCltcBBr6bO3UrSNSp+sWqbJboRdRiQdEVbx+5G93VjlvpCNS+e20j+E7p32dg481FIJ85GZmHxG8KbJZpq/c4f5APqprNL6p7dY+4q+H4S/ZGtykJxZBiENHlPcWb6XfPDGHdlSq674nc++ce+xQT8ditgSZYpColiCH7+0qYJwyHIuKy5yPLzkW0fC5456sfbz9dmGlt6I8VTZ5zDACqLZim/O6VHa3pN3sm8z8lO7vlhYt9ZW3KASFxO62c35pZ5jb5dat8BIXL4UzRmZC9IXMOyc7aX94IRyXvbiQPl9TQne8+43rMGTXCdJrZ99s6qiJMWOjXYsHS5CFVe+ZevuuJIUS19NNmuOtO5z04bBosw19T4fznprH3CZpl0/lYsVxEFa2gJU2bCmr9eE4xn/fO3Ulf1vG3Zzdv6VFox8+8Bn95bXFDsdL2hNhhEKQj/waYJlN1PyorVXZH1omJDezw3lZ0+f4fftyttH3gRcJE01BabW9orUlyM1jmMmYp8gW57m7lMcAvlizi77aWOYxFtFRIJFLdOpjb5fpED+IoYOd5M5qMy2G5M3fBhhXYclm8PVdQesjtCCwn4y/IV5SfmFdWumJpriZHedNbINlRG5zWS2t3O6tFSoJUAjykX13OHffGbeTjpLj8bwULFjhinZvs1v7yI+E++DBPZSEY8yuJD258MeXG0rDjoIrbgazy4bFCtPr4yDyTPKOUdfYTGc/MddbBALmdL3sWoLMv6WrKbolZ2/yyr8ZsqORvnmp/BPZFwUFcCOou0bq/nToDid2PMkdYgaFoBjivbKzD0ccB44WFPC7w6lrCZJs5YnISz/pVm3PDww1t5BE2bz1rYU3N/eJ5Syl3mseu4exWisE92UttBp1xgVOrd8XemwJUrGTsTVJ/7n84VT2ENBfmjDfK7yMn2xqkaSxbqJilKQqEaXucMrCVri/bDyT/sSgEOQTjRymyLZrQXEIm5eoqXgGvQTBysD6+QDJzmSnx8tIymZAWiQLVgAsUpkzH1qCrIfwWNCK0MPgFJUCu5YgS1j2BUingciy3OyrckxQVH5GZd3yInI+YUn56fvKz7F4btNT/N7OUAjyUeeiQl/Cdaotl83AeKklUKXAxexwsgPE9cFs2q1mwOJbi7YwwweQ4XTvqBx6JtLlNE2ZRZmJEVicuzL6FzZzH9cHc/jah0on8f318VATDiRTWD04WMeVboUT2N5VmuDh/bFaYNxQnKEQ5KM9e3fmfudl+mxudziJbbnHlt7efg92zSk/sZAZEyTdtUG3+XuLt8pszvXu4i3OG4GwOPbckJ1ZjYgsJyqTwfRaUSHT5dTtdlHilAHwMkU2P1T9tyLjUHh/y1/xKLXCqaLqnLxMVw5gR8l9wwnDUAkgkQoz73fJeIpM4R1nKAT5xCmx9fLA8FqCmBMOSNYsZP9uam6h0x+cRVf97yv5CGbDktjWTeZX5hrWNTZTZX2TQKBycdB3pVlUvFtuZyCieBZ89Nw8yuausjJhMGa4liI962HIvE4z6607mmb7b6EwPHQ/dNcdTt1vt0O3cKqn66jwdvJyfhgLCnEXoaQ5EVAI8pNPd6tTplF/2C4d2hER0YDuHQRDb9153vpS+npTOU1etFlZvOzYrRPEu4oyV/f4e6bLRkno59Of8ysLNkkfA4zSNog3SyapePLzdd6OJfBhlF60XTu097S/X1NGZy3fUmG/j0OYfboUKb3eKmcPvPSFhcrC9ULj/B2niVSiIErPtV/COkdW4VzV/em2O5tm+m/r3ym4CSS0CzsCSfH05+uk1s6wuw2dblLuxAiM/f4wfh8iImpXIFbezT5syqbfFtwud04SpSCZGsGduhpNlfASBiXTKDu1HMsHycV6bqwtHur8/PA9Pe3v9RFzPhfxCWxYYb2+cLPt906/bUFBhjsuM+zZ4fTCzDx57SKYJTZFtuvgIcWCum+i1EqfBGgJUmTe+lJ68yvx8SHeusOJh9m9U/u27+zGIDFqMATj4uo8mN325HM6fqQFhul0RbJPKAMpFr8L6mNXcH/4cDC7RQE7FXl7zXh+zj1koM1bs3Z3ylg7HdG8++y1Jbp9/el+50a4LUH5g4/as6f7cJB/TLywfmK3xxXppeO2AiJfqe2tYiXJUAhSRGWLgPPECOxj7aqqp+0VdXT6oYN0gUkeW25z2lBSw91X08QfOBcNQbbfuLW7plF5mABm5pfa0s3loR2biNHiIfFozVtXSgfcOIWem72eub/Xl67Xlg23LeuiYTlGzzH6miGTMnXZdol9GaGxCmoS8/eqHJ+U29frb6jb/ci9e7kPR/JYiZPkcwuZ28rkvXt3kTuO1NaM/XEPGKAQpAjrZvfS5c32WJwn64W5xXT0XZ/Q8H5dLcexj4vub8lo1TepWTwxO7+A3OxwSg5t8PcPVugO7Lx9/NotQDkF9+GNby61P0SExoyYXf7yImpobqEb31rGPp7H8P1e4NLuGRYpHDrOkOk4gyb/Grk5c9b1alKQWEYl8+TlVIRmh3MfPKSYzH1jXBxZsoumxIFwLztDIUgRc0tQY7Pzi88vXsa/ZB9INy9N9guGNf7AKjvLmlxCIrGxT/Yd0C3sKCRKHLsXmm/Dphb56dsaHNILldhjgsz/Fo+PzEQtbqjc34+r7JRUOq4jlPs/+X254Zm4uSejyksFYgReGeCzsPIFGuMR86Pl0XvvYDwFeigEKWLOCPj50pHpeif0gDG6rrz6ZbAzndnWxnI/9/dhFgn954cP9jUOEH3mwr9TBUjrTsZ/7qryZ+IO5qFZrRmmz2TqQKI+OYjTqdhHX7aWVr67nKapTcmyhdzBPTsJx4Eof6b8bT0UPlQWZD21BIlsk6xMIq/7PKjF7irL6VoqW/Ax3P8SXVvbtlXZPdnOTw+LX34IhSBFWC9StzebHzWfomFmN9u0u8Z2O+axvMQ7O0W2QAYty+/KTZHEJuoZwDjQX0JcTTaV2eTgx3aoGw/ix/52mURrdzhrYE4FWKfoq+42nY1ih3ZqX+9RmRhBr0XTaM7aEqptEO2WbQwnaQUeFtnJfuIurHOUybsYtlEfFaGw/ci6xPH9jUKQIuYff3uFw4vRQ+Irc6PJ1zi07rCouCz32bOz19uMy5Hv9re7psHyWW5MkESSEIkEPQJRiDuvi3+GLW63AOtZ3lZRZ95IODynl6nnQozXQpQ+ExhC1zyRhbNV1RgTEW3P/pa630VFtxxPLTDud7U99rOzN9CZj8+hC5+d7yqc+iZr4hO35xmiQaorP/dzgZZnieP4sX/SoBCkSIHK2eEUzmYkEqbTQ3HTW8to2oodrvZlmbFyp+Uz29pY3mxFPj/NYrU4SFK8mrww3/Uyjg1rqsZtBIUV339/stq4jUR4fheCvFKZeXcKKrs4tcw+dtu4ifrW8tZCkP6dpKLFIyppHetcPl9TwtiSsa/p39X1TQpiBMAZa+lD90upzbXsf6wVQX70YolGCiEHhSBVWN3h7AoeHu4Wpz6+GUMNoLVPqJ3sdgN7dDR8vnZntXD8DOEJbpefHY4fJ9HPgzR9hbVAB3JWbKvM/R2F3zTpRC7x3n3Ep21lpUea4W/xH7WhqcXSvczve8IuLyC7EC6rMkxoTBA3jXN/8gWyLUECs9iFRX9ob7PDGf/NDCthaVDqxgSF9PvJzBzJe655v5V+e1UF9+ISsSEPBRK3Txy7l6IQpIhsQqNg+IzYcSRrIrIPrfllLnJML/d/9nhylRz+PnAioU9Zti3391HDevsXmQSL+ys6iBpytVNkOwfWs22RZbMtZXWWz9jjId11QTv5XzPpiDs+Nryg/e7+IdW92KmgwPzeaR9/7iH9O0nmN/DjbvbeDVFNrMzXmTmYPWmlIJ0Y5lFjw9UaYiT/vJVUN3Cfh+H9jJVX7Erw1n/c+f5yoeMN6yu3jlHcoBCkiMqWReeBvP6RTSRLq/Pje9wmAkRke1K8IPxYJ8iLo1EI8izK3eF2VNbRxA++MXxmV4tvJ8waMy/ds6avtHaLZf1kH3+T307mTLOLL3/8zXaHLSU4XGu7biGW7nC+lBBcfeXIcFpClWHZ/3Jqrz3Exfu4LjVhWU4tYu8QPyS5UMcSxNnOWr2LHvh4tXERYmZLEJtsHM3b8/I+XRndcS1hte3bJLgsQ9gVKH5zvmIghLlYqt3LLaC7RTP913U4GtFlLyyk/fboRn86cd/c54s3qVnpPnf9JCpS/c5IepnGEpLnTy8tojlrSw2fTdW1BMaFSOWBzLPFKkTM/nZX7u/XvtxE//jlaOHwvMSFub+XfU07O4XlZoYozW4bL92mXdYocKMiEZfrJy+hju3V1bGqSltZv+dXG8t8ORYk1zn/nUtErS0vPx49iIg4WReBm0ltKz/7394qMNwfPw5QCFJE9n3jZaICqYHIIg+hwOaz15bQtBU76L0lWw2FIOewxZ6KbHe4BompwqL2vKWtxs0PUe6/vmD9bstnm3bXBpLwqzyE0IuZ8zlr8C/rF6sRnrKYLSM5nsWO0t/HxWyYzgUnmzFBHs7e2BAk/pt7jcvW8lp6aV6x0LbC9BXuHn5PS3c4jeinD3/uPsAYMHSLDDEeSbRpd23ub5FFqHOfMytLNG7+hz1VP2sspvhzLjqZVxzH+chAdzhFgs28SSyWmv2v4H2c3ayittHweV2jc6bGy7PSrKuerm8yHkt2cKEqKNSAXoB56dDVNLAH37YI9kENerFlO/kFA+UvumViBFfHd/jew74sg9omtSnQvd3lwuGWgoSwutkore32sq+lJchaAI34owkOgsy0GyprXLQCE+Xvt9ck0kxesCu2Vhq34xS2iIhW76i0fskgM+wgjs8OCkGKFEheSfuucva3kupxE/rDZY9d6WIGEi8PQJXueBW1xmNHeXY4PT/iU9/UTDe+uZSmc6YoTwT9YqnRbQhi2llZH7uaMpHo3vTmMubnzayWIJ9/M8+D6tVEozUsFwUaodpZ3jgcF5HP7iLbAsBaXZ4Vbhj013Dtzir34XC6CwG44TTsroGxDlXrttatn5m9nnscVgsmSxOnxMLavlF0TJDEkx+3dyERCkEK2U8TK/Od/JFsjpM7kOgNr5boM5FxkRH2Etd9+nd1Dl/yAH48/s/N3kDPzdlA5z8tthhgHMWs3GOws8q6KLIvLwKFYTotcEzErwRh9dbwY72JQNvVJSZlcdM67HS5vXYdNMv+voYpsiXun3aF7GxBqJN56A5tHpcnFY5ldjj7Y0H8BPnzZRyesefnbnAOxE0LtXB+TryLHk9LzBczd4JCkCJKZ4dzPJb9wYwLY6nJyfMOuf8e3dwfSx++fJSEu+awmNdBUsGPlydrSmIIh+isWSKFglBr1b2MqRAcE9SpfaH7g1iP6m1vzfhfM9ufS7LlgHV9RGLPrcEV2Ncah7Y/JF9K+bECLg4qGHZY++fCMQXEeoe8sSg6XTlVi2NNfZQ5TUO/tazW+iFnW9sF4z22YLIWS/VDHO8uFIIUkX5v+HgnenpAJG/jHxy0h25f93EpsHnz+jJlqx+V9bFMAsKnLzTEsVUobvkKT1MMMz7zozuc/p6IVHc4F997mYjC1Timtv9KzpAtHG4Y1K0T5Gw+YwIUABbHMUGc/fSLz/v5XKl4bER6DuQP6P14QUMhSBH2goH87f3sDmdc/NQ5LsZ95eKi6p53k49SOUsQO/zw+8PFbYxMkjELAKxusBEvFXlZX0u09TVK963jGEu7GlhLWAoixDqOwoqebFhOGTTewXwZgxmRZ8Iy0UU0ogUKhfWbssZL8uKyYluF5TOpbrmyWRPd9rKXJ+nPCApBiqicHc7ppnOcIpsRll2Q5geENROc2/NzU+ucIaJnvlhPx078hNbtqlZaS5rf1zm81xdulgvTdWwgy4/xJX7zY5yI9RgKeSkESXbjUEFZVyjO57aZD8vscE794awfvTxvo/0+xC+YupoYoW0f2SmyHcP1sO8X35aEdmy7cNLQeq9yunng+2DpVstnvOut7y4s1dIiyW3LtDEM8e3j+DyhEKSIbD9qL/e9Uz5R/1C5KfV/7x8zpOOU3bdLkcuxAPouUZkM3fz2MtpSXkc3v73Ml9mKRKazrJKcIc+PFoD4FQnkiaxyHWVxm3HKy4vKzxe2nnQrhg2lUXYR1uy1zgUAfdpx2qiB8gfRh9X230wmk7+OAvHO3hdeK51Y76cFG9x1MatpaKIPlmylahezlbLE7VlVIQ3nqBfk6eor7XZVNljjwrn4HXX5JNaU8tZwTP8WnRhBSXc48W3jeK/FO/cRIawabPsFUd33lXOqeRVp5bCzpdw6GF+sgl4TXoDLjFeIbLaZmkR1d7gYPr+JcOaRe9F9H60KOxrKRP0+Uv2iimHjnYHMpCysS9e+MJObbtZtAdOQ0TBESD48fUE14yIEP8ZgunXt60vona+30GFDeioK0dyyB+Ce/lGdv1581sLenYtyf3fv1N4SlpMgCxtxLNjIQEtQSOobW+j8p+bR05+vk9/Z4Wmp1XVnkx2Uq7o5U3iKbBdtHl5qpb0WFEXDBGcdlc4k5h/W71uQcTluQ3IvlfeWl6BYz1wjY95sr/FV2ZUr18Kh4CIyZ3/T2H/LMFxXj+Flx23JTowQxfTrna+3EBHRouIyJeFZW4L8OelmLwPvIDb0FUBbGZXHQr1YhG4Vt4V3f9I8/raeDxc4FIIUka0NfWleMU1fuZNueWe55TuvL/3JkmNZDMf20rqiuS+Y7NW7k/zxXB2pbV9WIUgyjB2VxkQvhs8/KBC3LjaqKw+Y2yl8GvzuDmc3Dk3kt1XRRVBll998d7j8uSmZ4Cni97UIkZY9r3ZW1tOht31I109e4kPo3kQ9bVIhyIlpDBUNzOnxRSqh27bxsUndMFmW5OWR2RxjglKM2ZJhcz9U2yyQV1bT6HAseba3JrsSUjBgNd0LeOuK2C3U5Skzx+oOJxncc7ONC6H5kfbGvauRrHieb7AJ/9A+nT3tr7obKasLrN+TJch4ef5Gqm/ip7f23eHk0je3l9Y4o6f7DIs5EvkhQeLjDvgFsvhlcMyCqLB4dvZ6qqxropfmFasPHCKLlR/hz7Qo94y7bcFkV/bK3fRBjQMNCwpBiqjMvP3+hYUOxxI/mPT966lg4X4gv3FdEOHqZtdUJA5uByvKiONsabJScIoW8rVxunEeHi+Yl7t0YA9ri63fv5/Xd/C6XdX0709W+xYXzeF7oXC5n8sHmGsJovzECEIZLafvRbs2R/iBtr5bkp3BI0pG4ZVnQ0m15bMgz9aQb2F8r+K5U7GP1x4+QRwnLCgEKaJyle1vtlrnkNeTGkCX6w8vur17A7p1tLwAN5bWCO3Lm8ZTZHKJ5haNam1a1tj7qhfHBCAK4n7dgo6/5+4eHvYfNbiHt2OH5OPlO4Se+Qnjhhv+LVLRoWYGJo+tP5ywsi1yktU77E9j/pwSMbrDJeCcZCStQLS5rDbU4zsvV8K+3pM+W5vfpu0mlJmgRZTbgplxe/Ed4nh3oRCkSJC1XzKHyndxcC5M6LeXddTQ3tSjc3vLg2zX7U/P2LeW/bdZtqvc2Hum0wE3TaHyWvtuhHpOA5yFwojlIx9trDWqoizDmBjB7/vCa+giY7aP37ev8LF96fpmqGH1o4VV/4/8n+aufbKZZhWzw3mdaCG3j/SyDfYVZqLnFt12IFahVr0on3/StCsINwvLy7c4eX/Jtvx+Lo7rZVyPfCFIbvu4QSFIEVbC59e9U6iy2clEfiGtVgcM7Nb6hylqov1JDWtaMMK3O3a2Nuia174WOlZrvIQ3FRbkgMyk2lVlXWshbtzcBjKPtOeGIIGU6Yi9ezM/Zz3P7OdW3bOg4rEyx5F3uX1MWm05TUt95NBe4mGRrmY51x1O/CJ+uHy78Lbs40eXZfHbKEcWHBWycrDB9ofL/SkzJkh+G3cntXJbpav9DMeW2TaGzxMKQaoIvjzPPHIvz4cqYj75bOzmUP6LwG1fU15LmPACe/p9BGdqMIc9dZn4y1tFM7FImOAswkMIHGUoo6Twe/bRQ2y/1x/C60BVsX7q3OaA2NKft77Fx9goZLoZzS0HDhfP/RTZ+kPqW+Zb/24vkebrw2poam0ur6h1Xmw0u9trX25ifx/j3z4r6FbbKEjC78YT9vgzpyW9dtc4V+rlGm7lxjkIYXUX9HdihPjdbCgEKSLaJUTmZcY9lsdaY7vVu1V3CZMJL3danAyBmafWHJfTWerVN9pMXadIjMsHqaEi2Zfp1uG1y6Dq2eH84Pd9r09D9Rkpc9oaxuxwLG4ySPp97v9YfDFi1rpPumAdRTnNitt09sol7HzbMZpud1bVhxAT9qVdtb1KYEfnH8Xrz+aliy0mRgAhzC4hjDtCTXcL+UD0MamxGafDu4f5LT3Z79kxE35x6te0YITP5v6JU9ES9MSsdZ72FxLlHAWQRpqScQYyrUleuwwqrjvwnS9Tz7t8sPw6f6cxQTLxzXeHy++zvdI5Y5g9VgundimOGRwzS6HWlzQbiXZQWNPzz1tXSmt3ChQ+FNAf3m0Lfa4lSGofsWPZTWTTs3N7oTAwRTYIES3cqGi+lWoJyj4suvvYTUHFqc969oVrPj/haVU5r3m73VVP++i5tiVp1WzgqH+3jq72s3RJddre1VHEjs3eRu5zOwN7yF8jP/KRxmnGdcci9t9EjJYDp1/CpwyDzPVglmEk4tXM3Tb+6VsQyxpAcHjPxZRl29hfKCY7Ky2Lm3FDoo9zh3atWXxDF1vJMJLdGQ6FIGWCXBxQqsaAcVeyak/y27Nv42aH2sFcS5DriRGsYdrFpzVsoaCZ2FPdigf4OqPf/LRvdriPEMTSmH36Wu8bFxlhx1nHFL5dRML6bPVO9r6Mz1YoGHxrx+/Z4YwzxdmnrkFUiuoP0eQikcumubxlB5yO3NTsrSUorIzQda8vdtzGHLeEV3Innl1eJgj69cfcjwf0L31jht320X57dBMLTKo7XPweKBSCFGF3h7N+FtZDq4+Kpd+7wI3Le1ANMxGRtY+uzEORW9iPUWthd2w3Whjd3mVC+/Or1pnotpTXuY4PxBNrimw3eOMw/CDy3CwsLmPvK/g8F7pI57itzQF2h3Pbndft9sww2gJZsa2CrmakM6L78yqW7KzdWUUl1ezullHP3rw8fyNt2m2/Ll0cM2leaZy/k4A3U25QP3NFXX7CEbdZO6fJpVq3kes5kA3JrtXnoEHdheLnVEj75Xf2FAonqlAIUkT0/ldRBvLapa7YZgFT3v3OKjToZaM08WeHGMOTiFduYT9O/3hLnDy1BDE+S9obAnxXWddElXXOM2+ZmW+1l+dvdNhe3c3pbWIEMT86ZFDu762ClQP651l1y3omkzHNDpf/W9/y4VRB5NhtUWEacvu7y3N/e03zRe4fTSO670PxCRT44YSXkPJasbLM3/pSC688ROBhTYwQlguPG+ZqPz+elmxlO7shSON+xyLTVTuOWSgUglQRfEmpeGblusNZb8vrJy8xbmP4m30bc18Wpo9HDuhq3E+wpJLJUH5NC37wxkN7eIEx943gExxkN0uQd8XLiyyf+XIbKQzUS8ZPdNeO7eVfLU7jDr0wt7TpCxVrd1XnP3d43oLJ37ceRF/x5CYV0J+LaLzt7g0v6e0Re4uvc+Qr7z1XY23xpvKwoxBr17z2NZ375Dzmd726FLkKU2iMpuQ+uUIQY3/Ze17mfRHH5wmFIEVEX1IqusO5mSKb9dC0tGhUXd/E3N6sRyf2TCLZzXk1laKtNfqJEQxxiuNTpVBUJhqqqpdv7UiDao8DY9sXtv7ATl0TVD4F3sJSExPW/WTXZderNTuMs0XxgreOaTRv4dDSoDC94k3k4CosgWhpZD/9+vSV7HFiIsfau08XoX29cq61lmvZS5qLnl0QdhRibe66Upq5ijNeknEzyazpuFNgBsfcsRy+z6UXtmOqxe7+IMerhgGFIEXYq6azNlRwLI9TZGf96rHZdNDNU4UWS+1UVMgONzsIV+K4LPrr9/1/fZr7mz9TEdHna3blFgOUZddMDEbvLt5CB988lR6cttp5Y5Ca7adPlw5E5DyDmjlz/aRpenYpHm5zT2tztZn9bQkdfPNUuu2d5YbPueMO/RkUJEyfxgQyMYJm/G9WdqYnUfITI4gXdOLKOodJ8Gn+lxtKqZQz7grU8Ot3tSs4sL67ZNxwxzCzu/Emn2rdyDEYg+xYKVaQduOEuIcXLTCJBxkZKAQpItrCE3hLUNt/WQMIWYumivR60z8QuT9z6wR5nxhBz24s0isLNtHNby8VDt8QLiNeca/R8Ms1r7XOuvQPBeMFwCj7WDoVLsz35m3vLmdvKMDLba7iGfn7B98QEdGTnxsLcvqw9UmBn33mzVifbtQNtnesFRU4tuj6HObr4eXV4WVa9DhxOk/rFNnq2f1OM1ftpJ8/MpuOu3uaD0dmS/JkEPoz+8FBA/w/nuSlFBnLl618lankcIpHvjuctUYlez/IVPo2to2169qhnTUuZA07TlAIUkR4YgRfY2GVvSf7de1g+PxiTrM498HQtxYxWo68jl3JZNhhODXZvjQvP6C8W0frA8rDCjV+j28w/F4sTcXaWVEi83LJLRAc4MvD05ggBU9Jo8cpmFXg3XJOt6LT+Yucw2mjBjocw6ogw1tJLXr8bmXvxsiIibKOrfAWFxa732n6itZlFOwWLAd53Tu2o+P37Zf7t19piV24bocZi3ZVlSHQG07qGr0wd0PbPsnLJaEQpIiXKbI1TaPfPjmP/u+/c4VuMjeLpXZob+zO9uHy7eztuWUg+4wLb50g2yZenQxlhK8hz5lH7iW8Les6J/EBV0FFFygwyj5PBW0psGNLkMpjMwI7ft++rvdVxSmNUYk/JoiVPquNi5veAB3aF0hPqqM/F5GCr1NB5cCBYlPq+m3P3p253zmdpTWNR+KWBJlMxnXXeBl2eQS3aw9qpv8KxcNh69xyI9mGIMbxZN7rSzdXWMKxBBhT7qtUwEC0Npu1WXltI33aNthuZ5X44DgZXjP4vHFD5nWCzN3uRI/Ku3wytdYFErkEkZag/UUXE/NRFOp+/X65pLnwmV1Px+k+V3mJRu/V0/JZd87EJ5Z4CB7DTXT55+j95Pfo3tE0Rbb4k6VPVhwz2ZLhMcNgXIhMJiPdYmroUqjg/hH/7f19nr2kF+aMHyuoQ/bs4Tp8ouhMZpMG+t9v6rJt/h/P5jvm+BuRVp5s9zSFMzNm80LMfE7uQ/EwRZ/pOL7K0RIUMFb6KN3PVCJrrOqm1M+CxRoTlE34B/XsRJ10rU6ihRjdDNkGvnXFEkiwzK1nYUjbC5W3+F2cyNyyrPUcdlTW0cT3v6H1uqmbVWYsmTMWCQavosCqosLDiTkjO6yvcXYyme5wXXXdbJ1nShJpyXeYhpu1D3mrEFHRLUd4cLTPfY293Saazb9aYRrpeApy0pKsS08YYXt8ofW5TP8Vi4j914WmbtbMuMk1PcnvExMoBCnCnh2OXaNnu6/ATeZmYgTRm/fbnVXMzz/lTAuZi5PuFX3PL/ILpoquE0TEvjYqumIxu76xtot7u25M6X/35hYtFS1D5soDfQHgipe/osc+XUtnPPy5ZXu3+nbNr2HBfh6Cu+a89EvjbOPm3J2TSN7ECNbP9V16A00jdFHJtA6alNvdcA2N8X5pXjH933/neoicHKXdOW1Ccy7IyW3vRtSqcZKfmgZXWWiuqOmtWxuI3R1OIFCR1iLJXTKMyjXzvlKzw+X+a5+XimMeCoUgRVjdK16aVyy0nWFRO4FjuXngRW9O8wQK7LDs6eMnvE4Q5x3vV0sQM1xLShO/BzoJvo55TazMXZOfyjS/18Li3UREVFbTqC5OnO6sXsLJGtyzk1QYvJZsjdPrUtVTqE8DZRocj5k4jZZtKVcWGaeueLl+/LqL7TWPZ4729ZOX0Gerd9luo+pYqq3azq6oEzm6NYlHGu/V2p1Voa0jl10EWdMokNKn3d3iemIEt5GxkU3fsmkeK/8nk7f6kjGTcBZztuAYQSFIEdbzV9dofas7zj4k0hIk87TbNIdyAhcNsu3v1n/oz8vNSuVE7FKQkr7sgk3BMXx+E6neZsHGpMlmiPWVBe0L1CfLhto65qQgouFYNxzRv6vLWDmH7eT7B3KmxTUltOZ0V3Z2uNP+PYuI1KQRogWw+evzGQ8XDUHG7X1KR6NGuiXIhzikqQvzsi3l9L37ZgY65bfehOe+JKLWcdVBXHb72dbcpavrdlVTeW2j1ExuTuGyulmbd5a594tLa7jhxSBZsIVCkCKiCR9rM/2CoCIZAVfd4WR3cPDVxjK67vXFtKtt0Td9lIwtQWIBKhknILWp+kd3iM2sRcCXojxDTvbuY02R3a6QPYOk6mMbwxfcl1mhoCZu+mBEK1I6cxZxJiL6xXf2FDqufgIUp3tRdh0aFudpuBn7kPxU8tKzwzmdmy5mm8tq6drXFtPKbZW5z576fB09PGNNpGfeNKf7vnSHS1EpaNo3rVN+q2y1lpHNnBMFlRkX64qZzQuI3vdX/e8rpXmSfEuQVbanhZt732mXiDzmUlAIUkS0dcYpfRQJRyaJbZIcVCPWfKvRGQ99Ti/P30jvLd7aFilOFxeJp4LZHU7BoCDRTJ/XWkI/ClZxWRtEpRimowZyEyO0/ld/mxcyWoK8XhP9c+jlkRLd1+4aqJwYwW7R04MGGad01nfZ0e83tE9+0gQ3BRTj9yKVWPLPdOvscNK7KaX/eS59/kv634KN9KP/fEZErTNI3vrOcrpnykraUenPDKcitpTX2X5vTePjkdo0NbdQXQRbyONx9dSxS/+yX5199BA65eA9DJ85+WTFDvuWIMuEHvYhmyvX3E7akDVmnz7Znazh6HsGxfCOQCFIEeGWIM46QX4ci6g18ZQ5hkihgxWUPkr67h7Ngsfl1XT6tUaN10SBpcWHmaTDzviEIY61SXr9ujmPq8sqYLQEsXi9Jo7d4QTvfd70zSrwYmB3beyOrf9mQ0kNHXXnJ8zveF152XGx/VqIm9YmN7PDSc63I3Vuy7e2rhuSXfh2c1lt7rswM+u3v7vc9nvLKdqc8/ItFbRpdw1/gwCd/K9Paf8bp1C1m7E3PqanUUqrg+kOxz/hbCWO/lmVqgSWH+XAla1Hk+liZ4c5o2hCJPfMYkR/L6qeCCA3yNZFXHh2Mmr6jA+wvhuG2HF5NZ0yBROZTJSXcRHc4/v8RlDRKgb+yU7L3E5g0Ef2VmG1BDG395iTUTYxgvB2NgUX3j66XbZX1NHDM9ZQSVW97TF5lzqTMRaQ9Jn01u8zhm1ZfzPjaP+1WBriJrfmYh/ZGfac7jFjQdr43TtfbxHe1081DoUEcxrNi9eWslo69d+f0XF3T/cUH1XvhHVt0+V/valMSXjgzm5Tt78nPltH9U2thX7DjJ/Z7miKbnzZcHKVa9n9dd8Nb1suQObezL6fWGnE27pnP0qFYlEoBCkiuvgeazN9wUe83USMZvnDnkghjDW1Kq8GVWadIJZmn9bpZHaRM/9b8oH2u4zy7pKt/h4gIuLYpE5E1LFd6/gUmZdLblG7IN8eAl1BZfZlbma3nUDX2fs+WkX3TFlJf3hxke1x7NJdL63zPErWSXJRovHaLVZsTJDT9/wNXLVQ+EC6CzNnh5XbK9lfCPA6vXucRCmtNlz3gI65raKOJn261nDMgkzGUggRIbX+o8P3dj0MWAUj0eM5phESYUYFCkGKiE+MwGzuyP8pkGq6aTYVzuMIbLi+xNpFgFebKtp6wZv9SEWmg1ngYWYEPda2+5wErNlhNzUshM5FPjX7snLqNqqylZKVIfbSwtPEqKlwUyHA2mX22hLbc+dNpOfUfUy/n8zP5tgSJBEWNwxGIOaWLTFys3Q6t0byPdaWEQybU2EviDFBGUNPCLXhR22MaJQKeWHF5auN5fSrx2bTvz9ZTUTGtEfm99dP8mAme2rZpCK7n37iCrtxQtzjR+mHVqyd8yYgQjRpYnf50v0tcK/JvbSzN7zYTew20dbHqak5H4bd/PKWMJhjgsTj4+a6GD7z+Jz70RIUrVce2Mn1AxfaunWr3Cw+PtewyaYx3HAY+85ZW+JwRDG8Z90uo2rbAm87XkjfHY79Nycy9l+LpN9uurbJ7yJ9HJmMjt2WopVOfnA6jvke8zteUcg6Rqm1xk9hjZ8tLq02rF2l79rv1/3l9Kzqp8iuaWgyrFmZ3dP8LBQWZAwLQzOP6xgxpw2iBy1BiojW0rFbO/J/i2T6/ZyCU0XNVZNuhoCFxWVC+2Q4dVwyBQvepiIzwbHDk7sWfteWpKZAFMOElMhhbQYOu5W99VTeWl4qAFibMSsvbLqxiowJEsWdHS5jX2dunAyB/TeLigylm2O4WSdIluP191J4dr+rFNmWIL8W41YZfmnbMhRRFKWkWnRIQhCUt9jZXGjW0hz5saYard9lbGHi9Q6yi3H2PpaZRj8uUAhSRLz/ufUzfUIpkumXavGQ7A7ndgyO137Qrd09rJ/79ZJiXWfzoZZurpAK05eoRihh90sKTpGL3W2CWZfu6Tj6Gj5NY3VhE2y/YmzGmpzA/Nyu3amvKeWEzT0oPz4uG4IMGSapiREcW+xEKrEcN7HuQ/wpsrmf6/4+YGB39kY6MhMjBMFNpZJsl77tFfZTaruhekzQda8vZoYdCQE18TW3aMKtH0TBVhiaCzwFhpYgf66PPlhWNzq7Crncc276zq4Q6dRCxIpXXKAQpIhwdzjGlvr7RqwlSPBg+mOI1vS67Q6ni5TK2gAVDxUrPruqrDPceZ4i2+cUIIbpi63ymkbaUFJt+Tyu51nUrjU5FYl/fnY4/1/X5z45j2oa8tMWf7h8Ox1w0xT6ckOpdFjsVgrnc3Ca4ICIP37Q7nrarRNkVxur/0Ym8xREix1vTNCuKvkWgaOG9SYiokP36uHquMbvNebffnHTAuIUL3Mafce733ACkj50jv4eUvFO+Gpjmecw/BJEWt3Y3ELj/zGDfv3YHNvtwpgYgcj6G+tbbVXFQzZvok+Tm0zN8tnoVtQZZ7qzS8YbmtqWWnE4bhzf3SgEKSLcHY41JkjfEiRQ4paaRSTbjCl4e4qW+O2PKb9P63WxnpdMfDxPbODx1LNRfX/JVvo6wi+uqDj09g9p3L0zLDVZcaxNIiLq0am99D7ZAfqGGSJddt9kaWnRaOaqnZbPG5s1uua1fA2zeCWJ9TNWS5C5i0ZJdb7SQWWxz64QmZ26lonXHc4hHVfTHc7F7HB2LV42+4zo15WIxHoYKBvTyLx/5QN/ZcEm6X0cz8H0fdeO7GHRz8/ZIH3sLMPEQIrTsjQ2BC3fUkHFpTU0b714pY2+0sdvrG5l2XTE74pRnvxYU806GUjbvz9bvcu0D//uat+2TpCXGSSjCoUgRbxU6BrHBMnvL7AsiXBi5TbRVtEFwK/ucMENytVo6eZyuvSFhXT6Q5+rCjT3Z2l1eCux+yF7avMlXm5RZtcF4oW5G+hfH62yfM7qtlCiqwF/4rO1lu9liC5WLIp1bqpas7gTI9icgt06QXYtCYY4S3SHU8FdlzubVi1ua1hGeOINIrnucEEkqW7Sfqd9zN9fMGYYc7tPVuyQPjaLiqnDvV7rGOZLXdFXmLLWMvSLOU0sKFA/MQKvIMNjN0U3r6Bil48cO7Kf/QHbxHEpQxSCFBGt3WO9sOQnRnAOMxc24xh2zA/IwB4dhfbjTQv6vf37i+3PGcgc5DPl9VgVdU00b53aDH2tbvX16vrWv+sam+kXj3xB905dofRYLEGs/q6fTZAonoMriexraf/2xlJ64JPVtKpt/ZHsI+JUY3jHe99QdX2T79eEF3pLi0Y1DU2228kWgnjplauJEThv7gxlbMPjdYdzoiJT43ZiBDfhZfcTea84jqfR2H+LcHPZ3CwOLTvLYjdOS5AqD05b4zkM/TvZz0mR3AgirRY9QqEuLdBfpjveXU5nPT6HOZW/DN670HzP6bvihvUmy68/Z/2OFycVa67F8c2NQpAinlqCdLeOm9ovuy5jssGZa469LAJLJLdYqlNXQSdeMygqmnJve3e55zD0BnTPF0I7tm99XN9bvJUWbNhND03/VumxWCYv3Oz7MVR0wYwCkQxKZZ2xZjhXU2+zT1OLtUuDCoZxfJwD/PKx2XTgTVNpR2Vd23bWbfp372D5zLyZfj/eVeKdol1Gy2266352OIfvI1TtnsnY1whbKJr5SVXG2E2yINsS5Mevpa/OM3f1dXO/Rjl5jNDtzk1/n5i1jmavLaFPV1u7BctYurmc+fnaXaZxrRlS3xJk+bd9wPoJd+zSYsM+NvempgmmbVG6IQShEKQI6/7p2dk6RoDZ2iFZwya1WKpkMm9OcMUXgdUfM080gxt0BRerAjmKj6++dit7bzR6rNGSEcSx4lIIOnXUHkLbybwHRKfVdnuFvL6Tsut8TV22vS08a4DtGA+Tm+O66w7H6w/nbnY4p4RIycQILo5ht0d2Qg7WYXIDtBW0BIlyOtTG0hp6ZMa3loHZ1vj40BIk2a3IDeOYIOMBPv5mu3R4+m6dEWsIihRWOqRn7nEgSzgvYygGq7nBZCtX9JVr5n15eUJeq3o+Ds7Hjceb3AiFIEVYidPx+1r7UTpPkS3SHU4+JXS7WKqbliCn1emZ+3NWCpJ59rlT7wo2CUexEoM9ED1Zb8JG0+w168w1axHhNPGBm19FX2MXJtGju31uRMJ31R1OwaNgWDjVe3AWQ/sYJ4lwdZ/Y7FRo241FrJDduo1DS5DN153aF9pvp/vsR/+ZRXdPWUG3vL2MG95zs9fTA5+sto0Pi+M6QZZ/+9zNVBd8Q1MLbSyt9fV4QQsi1RLNuxSqSAwUKMjYd0dTQR/uPv27MuJg0x2OEycV+Yqw32NuoBCkCHusD6NvN2Nf/VZhrxNkjrPX6bhlavmZ3eFcHtfdttF7gPUxysU5Gmm9Ms2mGrqb3uJnjuJAn7HSNI22llszPtlt/F4stcGmJc/NbSRcoWDzLDXypsLmtQTZxMduimw7GU5LkHN6J5fJZn3mODEC4zO7MaeVnMH3+rWFRDInzl39+N/94KABub+djlVe29oCNPvbEu42N7pMA5yfI1OtuA9JPm+Mr3mqYjdUPbOqrNxW6V/gkvSVAax70Oky7K5uMIx/lN0/y64l0C1r4T2PNQtmPl20psS8LJldGVJjdKtjbyewUcT4OyowRUQTJ6fCkkihQa47XPYYYtuba6qEW4I4V0A03eetiK6ijz3v8dU0zTQuwvOhfJXLOIccD9UiftlzHO8PRj/wa15bTK9+yZ/qt0Akk6q5r7H+eDm/+w2zgM3dWLPsI7A589+86eN5YdulAW4HivN6wDlNcOMmjVAymQInWh3bF1BdIz+RlRkT5KU7nFNFHuv+9aPWWCONZn9bQn26FtHIAd2s35vvS+UxMFeC5D93MzV61E1TNIueHdHfqEN7XZ2+5A9bXttIh93+ERW1K6BVd/xQbmcTfeVDEHkKVutidumF1rE85m/ZkbKdYEsTy4tFPQ/FgpYgRZiFG+Z21s+MY4IECkFS6wRl4yJ2dy4xDf4THhOk7w6n+1xmYoSgBfFC9MpYQG797yff+P/i4fFj4LeXIJuaW+ifH66kL77d5byxz1jPpV0BiEh8TJDfN6fblmLuZ27ioLA7nNM6IQW6Nx+vVcisqr7Jcepk1jlYFlN0Su0YYWSIaG9Tt7psWNxuQLqKJaGWIA8PorHgIxaOH0MBG5s1OmvSHPr+vz7lHNOmdK4IryVIhYT1hFZKP4lQlw5y9fvL2vI92UVBvSjIqJ8dznrb2oecfa+03n9irZ+2LUFOEZTcLkpQCFKEdf80Mh4o1nYtGvtvldymxW76ieoTfuF1SjLiBUlZvChYZgqK+BOcLcgGua5OIN1HPPzKr365if49bQ2dPWmuwhixiZ67TLeBfI0dfy/NwxVyO7Wyes5nwJ0YwWYf3ngYc2WOmZtxQPd9uNJxG9YvZT4t0SS1u2765kwmQ38Yv49lG14LOlHr5wUi0w9y4mn9nr+BcVyrfNhBCaLiS3/+UTnvpNhVxV//xzg5k/Nz6JuMc0tQB85kJqroW4BF73m7vJ6mib7X4nfDoxCkCOv++ZDVFYWZ0de/QNR2h/OazIuONdQXYMbpFtZys9aDnswz1cQba8AL2/Lv6D3AhlrFtvMLcq0I84Q6vnQf8RDo+ghNouDmZ8kIdFfy8giJDhZ2HBTf9t9/MAoCzD1d/KjcXWyCspvRyC4KvHFAdlfr01XeptgVOQZRPh3q09U49XjnImvtdob4951+7TWxMUFi9wDzO134EvVegTNfB6/vJxavS17EydlHD/H9GPpL+MMHPuNvaJicyb/4OMmQfnY2+YodEU772xXC+Iuleu8KHMfbHYUgRdxMJZ3FyujKhsEjOzGCmfiYoLw9e3Wmgwd3lzquvh+tW09/sV5q+wB6RnjGqmHVXyenaWa9srYE+ZFpCGdf+WOJHU3mEolkUjVNc33dVc8kyBx/wnrRmv8tEH3VGUb79YX0LUFi3eG+3elc4BbpDucmDNuCjs3kEDKzw8kslmr3XZwy/n5X6ujDV1PJJv88+/lrOE1LrdrOSruWIP3ECKwtxK5EeY23d2pG3x3ORcWOCKdHLP/cM9YJavtv/24dTPvYHM8UCq9yLYoVyU5QCFJEdJwO60ZbsinfdUOoYkpmYgTN+F9Zoq0O5s36d2vtnys8JijjX39nXgYyDi9rjfG3/jJt8nnK1SAuUVya0B1fPNntBF4E2S1ExgS1CHZFYPGyCvhf31iS+9th3gYLp+5oMuyup9tCntuJEdxw2x3OsA+nkihDNt3hdGmqyHtF1WPInJlLomDnp6ArvvTXIibJXASJXThjvtz9xf7Ty4uYn3cVHGdUYOgOx2sJEo+fm/djoa4XrHn3bEW7Oe107g6n6bblbxc3KAQpInpTs16y3+6qyv09bx1/2lBeGEN6WwfMWrmtSRbbjrdZlLtGmEXxAWatIRVk5sF8X0etO5z+BcFb0Tso2emo//nhKuF9CgQyqRppHsb0iW3HCv/FucW5v0XvuezvMWOlseuYSPR552i3Xm+hyzeY/nz0L//aRvsJFZywTsH8DDlVLLHC4I79cag8cuqWo9eiaTSoR0fu934URoNmGQfqwzGM6+Txj+W1xSEtRNM+/bqMsumlfvOZnG6vPTvbrxOXZRybxDme5xvPPoDc86gxenPk/quZ9rE/mj4Y7mzAUcxEOUAhKEAjB3Rlv7B0982/p61xDMccht0gu+yN7vfECOYXe3buetHZVlr7r/vzIhVNiPxqym1qbqEvvt1luwYBD6urZJDpjDlz7s/ECGpc+MwC2+8bmlroizW7qM5lRtcpnm99tYWI+GPTiKzPrn49B+5xPbQEBTl+jMhF5kNgEpUFG/gTgdilT26+e2HuBu4+QgRbQWRliKiIkc63tgTZdIdz6pZjYreZXRjtCvNxiHJGyNI1yIe4GidG0Jh/E9mv4cUTk7KmUqJrDR4zok/ubz9uwTLBQmtrC2zrD8XrvicTPTfnkj1+C6M7XPYDc7i2eT3TxtyF6cWjGBkoBCkiMm0xL5sve+OYwxC5d93enKyFuER8vqa1RWv1jiqHLfO8JvCnjRootX1Qs8P9p232souetc+ksxhrFYNPYoIoKHo5L/2uVZxFI7NufWcZnf3EXLru9cWuj6dKNt75l5X9tm4za6KPVPZ3PeWgPaTDMWT0BLbR05/365zpxJvMs3Po42WTaBTZNBPxusN5bQlikR17n71W5jiyMikFBfyxlJlMJt8SJDIxgmbf4mgXwjHD7TOgrHQjjHVzgkhDeeOjVBw5auXLIH5BmQXXs2RnhxO5rpvLxLqeZzKZ3FpoX3AWBPZa+Ha6JPpJIa3vcON/s+zHBJnDT04pCIUgRWRqCcxkHwjzi9+2L6dUyFZVdWKtF14LMHZ920XxF0XlbW9vQPcODlu0+ulhg22/f6GtW1G2YCjDMMi27W+/plEX4cdL2MsMTTJ7Zn+HN9tabKSPpTuYqilORTKpfmXcVm3PV1BkDzGifxfpcIS6unE+12dw3v6a/btMX8mvYHI7LpvXHU50cWceTgrEPbZoWLaTH3D2z+gOJvKItY49c3ev6a+hcBfohI4JMswOp7ufVIwNc/NGj8uYSx67lvUoymTIcd06qZYgxmfvL9lqu49+rKmlS7vG7lHiNCbo5XnFum3F4xp1KAQpcuZRezluo581RE82jbK2BDmnpm4TwsJCsZTa6/tMxQtRNgOjag2cO8442PZ7L+emj1I2M6zPFItOgRxlXhJOYyExuCTY7W/Ke/HYvefLaxs9dIeT3N7N7FOSv8F3h/fO/T1nbb5igLfvWptZ2dxWABlnh8tzU+tsOCarFcSc+XW4xqwYZHL/Z/o8k+Ffg4zcmCCnn86+lSjcFmu3xK6L3PkYngfZCEmEHQX652idT8sVCK81qOP1OrG6sYmmjBnKeJppUYTT0hC59ecY40l5bZN2aWmLptEt7yzXhY8xQWAiPFUkY7MnZq3zdGz7ript/3UZdrsCwVvEYykmQxmqEGx14uG+0DgfW8a7KKgFZfFyZfSJSnb9Jf3x/C4DBTLlpYdDBDklp4pjNbWNA8iGlX287F4ez83Z4PoaiU9o4C58SzgC4e+/R/fc305dGJ1U24yzszsnXnc4P2qdZUPMdZXUf8gv59h8l++ALdYSxO4Od+aR2Qo+jeatK6VvtlZw49y6lRUr3DCqb8ytziL3vdvujOa/VSRVUc5iuh1r6WRAN/5kHTzSz5xpjyPv/JiKS2qkj0vUmp6oLAywCuFdO9rPVKefGt88FXY2bjItk+W1xp5OvE1jWAZCISiOzDeryPzuojenuZuPaEuD5xdahqi0usFTEJpGtGxLOU384Bux9XMcukao6tbhqSVIF4fsYomDe+ZfCkG3BPnSHc5DoMu2WDNkQTDX5ov+Do2m8S25mlSbS9DU3OJ7YS8bfhfeNLC2LS76TB97G/1LVB+U1zETa7bzxxzarxOk/zv/jxH95LsDOh3TfH87pQdfbSyjreXG8QcZyjAvEHfWuDb57pb2xyRqGz9g8/2uqgb61WOzmQtW6ver9ykzrIL5/PQFnJ8fvid7H9mWIEP4+vvb+zMcx0ymV27en+xxaXI++sa42P3/5m9kbje8rzHNKMjYtyir6LFw4gEDbL/Xd4czXz9exbhMqzqvJQjrBIEjFVlWcwbMflaPtv8IPnjW7jqCcYpAr6wWjei0f8+ix2aupb9/sCL3OX/VZlOtoMvjOhaCPPzqzIkR9P3vXYfszvoS9V0evJyDvgW2usHnzJcuoubf/MeHiE3K0c1Ug5cNRp9ZOmBgd8M2X28sd5356dZRbFrXrPaC3V95RF6C+ufBa/czt7Pf6eNQqasw+d1xwzzFR6w7nDPzJCr80+S3oOvXCRKdGMEt/f0r2rMh6JkLiVhTZGvUq23q4x8ezJ4URL4liL2vivFIor9Rk27mOT/fEcZWL7+O4WIfBWfdrOtfX17bSJ+scJ78iqitO5xtIUguHvrN9+zViYha83w3vLmEbnhzCXMffTdY7sQIpi9EO/0QERVynt04FtJRCAqQ3erecgGZw3XeRfTeNPe/FZ4i22PxTs37MB93VpcNs0pT5oE3n74T3jUqrW6gjaU1ysYEZaOnL5j6PQ7GHLzoBCBejiHjyKG9nTfygfknFX1OcoWg3G+Z0f+TiIhG79nDsM/K7ZUuYtiqU/tCoe3y5WtvY4JE8FqC3ORbbNe2sAlP/8Kva8xndljTUMsQyTCLXOKlm43pV4aIRu/VUyqsDBm7xWTxui1pGqfbmkB8P1+THwi+gdGNKCp5I7uCCH/CK9mWoPz2a3Szo5pDcZNRF9mjuKSGDrp5Kt3+7nLnjT0K4nfVX6degmv17Nu/m+fj6lvt7br6ma9BJkPUs3OR8PYysvdoWU0DPT+nmJ6fU8zcLpsOtU6MwI6ATEuQNR4oBIFLSlqCLIUgd4ODWcw1ZeLrBEkeyLy/t92JyPgA6msqeA/mx6bmbrd4cT/89o/o+Hume+rmx1os9awjh+Q+CzrR8aO52+007ETBdgfUn7nlmTP9s6SKvT6EWX6x1Hzo7BkkrZ/pM56quLmcrBkMRY/hYqkUU1jeW4JUNkiwKiVUVFRkMkS9uxTRlzecRCcd0D//ucM+GdP9VV7TSFe8/BVz+20VdcR+YzhfoPeXbHPcJmiiv0X2E969JPvz8QrClpp3nyoc/jNtNdU3tdB/PY41lhVEV6h9B9gXbsa2jZvt2kGs8ieLdV31U/M/9fl6m32NO2cyGbry5JHC28vELXvPmLtVm2UnTtDIem68IRK2+UjBHkJxnIkQhSBFRH771po578cyB2E/MQKn2M/d3vhv4XkRxDbj76/gwuijzuuzqqevATbvT8SeuvnhGWvoSdPLxellVi+4YCwLq6Jc36UqZrOHMnk5hyCHROkT+P33ML6MDxok1npjrTW01tSz97Nu8A5nSmk3sqHzCpUqL7P+edF3OXFzG8isbcHbTx8fr+kQa3yb5TcXvJqbdufHBWX36dO1Q25sIJFTS1DG0tL4p5cX0ZRl7ALLa5x1mqLQ1dkNkXEh+rWRuC1BHrrD2R9bLtzWMKKV4AeR59Uf4xuHMaDZwo+KaE36bG3u78c//Za7nbn3TIby7wfWMhte4pafTdQ+lGz+R9M0a7f/XCuRuVBuF6JYAT5ad6cYFIICpK+Z8xaOeUwQf1vN9F/pYwm+sKPQEmSYOlpg3Ix5YURzumIuvOyoqKN7pqyk20zdDPzMJOgLCOwMVrDJThgLHNoRKez64cyjhhj+/dtj9jb827lQ06pAtBDE+H7drmo65f5P6a2vNtvvLMJDdzhDMCK3o8KWoAMHdXfeyIHKW4hZoLfUuIqF1aC7OMaJHHR/2zyP+kkTsmnHzFU7bY/pNlPbuci+5t1tNzsvmD8FoztcbnFaToRkJ24RXa/OVdotsIt+k6HXvedpHbbNZbV0yv2f0isL2JMCGI4bwKuo0mE2yfW7WrtivrnImibaxY/1VVV9E9W0zT5pO320KQ3LZPLbb6+op0NumWroTic/JsjaS8CpxcXNYqlO6wSxwnfaLg5QCAqYikykpSXIx3WCgspjqngh6k+xrNZ57Mo+/buaQzCFZ/w3bzV5Pwf4GtffyH6m+z4B3eG8cNsdyg39mZunxG9faExKeRkn3svE6bqyvp27rpRWbKukyzndm1jHc+KuO1z+IF7GT7gxpHdnm8D5YRvXCdJ3nfUWH5GWIDcyvL8dfq/c8yHaE0AmUjoXHT/c5Z7+Yf2W1okR8ue8m9NtWXr2StHN/SkDWSzYsNvFXq1ue2cZrdhWSde8tpgTH2sGXTWZy7+8bSzwwuIyJccWmbjF0h2OjNfCPHGJdBqp21y00sywWKpp29z9LFiwMezTRp9+Pve7o+jPbd3/WrvUxgsKQQGSbQnaz6H/ay5cm+8ke8MxAhdsCfI6MYKCwqH+HPUTI/AyNv26GpuqrYmF5yh5xyjxLNd1CQh6cbIO7eT6WvstrHYpp8dC9N7Jj9mw387vnzm3bhHnxNx2O3PawTwTniy3Y8J4BQm3l7l3l9aB0L79Toa1wdh/s3YxjwlydWiBbZwrI6zHD6UlyPxvXSmIPzGCHG4FiLmSTTJcIrH7y7xNk4fm1hq/Z9wUEIWKN7sYmNPugoKMbeHJyxjhAsH3hWHyJF53ONM+dpW55uPp092uHdopaZEPCwpBivjxmJ599BDm5+Z7VWR+d9/zyqYofG///uzteLsraQnydpKWF2QEEl/jxAit/31w+prcZ37+rq395Y0H6NuVP+tNGIIcryBzrXn34lcbywzf52vs8tvbZexPGyU2FbdbbsoUu3STQAhl0jifjxrcQ/rYMmtb6PG6l7lvMef31WcNnJaV4f7Dfq/cmDPBPVjnLzb7qENLZghJKeuYrCmys58UFbKzQ5pkGYJ7ruZuSa5aggRaJmwKW7KVBnPXldofK4Df1csxxJcG4RVcW9lVIpi/q29soWqbbnuyi7DqwxcdE6RPY7hj1CTGBDmtdRaJCmOXUAjykbnLTIbkpsgW3dS2lrbt5nWboRdeJ8j078OH9HR1PC/4NXBiWP3Fw6aPAzuD5c9xL3p2Af3y0dmWxC0K10QvyO5wMsflXaarX/3aGE5B9qWW/8zctU4fYn/GQFsV8oPD5a+nfqYi6fETus1PFVxrSc/97HDsOLi9v7M/mdjECPJ444BsJ0YwjAkSO47bx9vpujUwWiP8Hl/IfOcxWvtzFRKKFoAULAO5eieL3J/msaz6ffbuY9N9lKHBYVKfIF4Hqo7h5nqLjKcyb/L0F+st23h5TelblTKMSjMW/ZhoXsWMpQVLakyQPg2K1jhhWSgE+Yh188ncLqLb+nkPischY/tvJyoys+YBik6szcTeuyuoZpwYwfq9H61VmqbRR8u304INu7mDKqMirDFBLnr/MBkz420VFqzfue0z2fMVvT+yW/HC189UJhKO7Tb6MUScv0W5XSdI9ToXhRlrYZYXptdbVn/O9rPD6caceeoO533M6Wer1U/n7kSkJYi0/BPCO0svi6Xafe6uJchZs2n6ZMPsZYoT8GBagtwfxGv8RH57c6tPSbXY8ghu4iDcHU6Xs2d1zdM067vBdvIHh1ajOE6NnYVCkCLMjIvp39KzwwlubHfzvrt4KzW3WFcNFiW+WKo3KvKy+gdVv+ih6LlbNjN9sK5t7v0g6RMq9roXPhxTF6a5USLoMUhOOgouBqoab8VsUaxCh92lzW/v6bCOeOE/MoM/RayebNch/ftZZBCymYoxQcb4uGwx101Ja6aiooLX+uNUQBGdgj3L7eMdrVShlV1lQu7fnO2M+8idnb9jguT3emV+fma3qKXfIuxinO3COGEce2IOr2crkibxJkzSM0y+IhkH/W8uPEW2oSWIESbJVc7YtRplKJrPvygUgnzEuk9lugCIbulUUHlj0WbXN6nbLnmyNdYq8nb66/3rI/YiIvtBoeaZpawvSOMH+tW/g+LUVcfvl1oUuwjqyWQwe3QSW22ceyzdybfjjB/IbSsYL30e3u63NI8hUi37svcavtCYBUPrZv4fbgpBbrtiqBoEn5UtjIm0RgfZHU509sEs12OCXFw4vxtxd9dYB6Cbo6mvEedPka0mPta0VCzgQT065vcROY5pqybdCfjQb0B5iGblNfyZXvcf2Dp51FFDezO/5y2YKzpZxMbdNW37CG2eY7d0g2xYrJYgp7TSeC9bt23RrCmCfXc4+1ajEf3MM+3GBwpBAcqQXMKvYkwQEVFxaY3rtMrtOkHrdskVGFT0K20xZFIz9O3OKjrw5ql095QVhu16dGpPL130Xdqzl6kQZLpIURgPo098zIuyEfnzCtKHaU1ro1UKksmg6BeZ9cqhDCTMMIBVTZAGdvfsnr06EVHrCzU7YYPXdZdEfg/j/eXtrO3XSLMLm90C57XFXGTcnteJEfRdXexCylC+64FsV2HesXmiMImM2W+fnGf5jDkxQttH/LVP5M7NaZB9fjux8AzPlMjzZdeiHL2fydF/pq123EamoP5//51Hx9093bh2D2ef615nTw3udBxzdLxkb/T3bEawJWjlNv0MstbvNY0sJ20/tpy/bSbTutzICxceTR9eOdY2XlGEQlDAVFR+dZLtAqRZVw0Wla1pcWIuLL2ygL36OH9/7wyJBWXovg9XUkNTi2Ul9P326EbHjOjDDadn59YWA+sYoeDfIC0OGbSg++JG7SUqc/7bPa5hoD+SU+WAcxeb1v8auy3YtAS1/Vek64Wo7KE37c7PVuRlOl0ib2uquCkQuZ4YQbebirVO7Prqmz9ycwzjPmKDkl21BMlHjXZW1rtrCXJxLL3+3ewnCWFNRcxq2c5+NJKzJIV09yXe5y4TT0OXaIHY2FVEqH6H6U/pXx+tUhp2lt2af9nj89Jj1tnOWrOLtlXU0Zf69ZM4l2VXlfvprHlkfwPj7HCt/3VKprdX5MclsSZ30MiaJ7R7Hq1jgqxbj9mnL/cZijIUghQRurEzGbmWIM5tKTsJQesMOK1/D+7ZSTwCFNzAczVjgvJ/F7UrkO9eY8qYuq25U8npBejPmCD+MSNWBpI6/8Zmj7E3loLsNxU8lGE9By37X/7vrPJ5zKYvot2rRIict7E7XPYzje56fwV7Bxt2Y4JsJ0aQPpJYPJgZXQUPjT6NN0yMYLcP5X9b4aSQsZ3T+2XFtgrDbuZZUbnx83izOe3O6wpl+Lfub9699KXkYqOqx185VYQxQvZ8TDc+/maHpzVweOzHSuZKQdL7CrVwKrpghmPJZkt024u2BOnxWoJkTs1uimy/Z3n0GwpBESb6jnB65+gzsrIDiVdtrxTazmvmSUV3OE3T6NRRexAR0aCeHR1rSyz7t/03P6MS+/sg6ePw7BcbLN/7PT+/U5fAyrrGUGeGCWugr9e7NRvrDKMQJLq9zHFYWGHJ9At3vY0uVtnf71OXs4fZduGw2Y83yYnb39W2O5xEjasIwznbjgnKcNMylcwZKtk14txyM009s2LL4dqs3i7XtZs7MYLlfSLYOidZCLJtCRLYv6ahSbgC0RweaxyWV3ZpimOLu901FngQVb1f9fmbnp3l1tpjtQSJTN3N2l9P5tRkptOOGxSCAlRV1yj1MhK9zZxuyBZdk79sIeiLb0uktg+T+dI28zrCc36DXNO6YcYuzfJ9kPSJz7aKOvrvrHWG7/0ogOjXmTCHr09Ql2wqp1G3fEjXvr6YHpy2WnoROJ6TDhDPRAX5mxi7Tdk/RwUOKes7X28hIuNihNnwmZm3thNVWevGCsnuvPTX+sihvZjbyGYasvdTqctpZe1+/+zkKCyrdZOc6MM4ehi/m6ydXEsQ4ztLHN2MCeJNjCC4n/CikZLxyu6jD1/0HvB6Jzu99/p1tXaXs4wJ0nUVV5Wv453+Rc8uMB1bMDxDy7wzLxVDu6sb6MCbptKP/jNLaHvrMhOuD02aptH89aWW1iSRIHk/nT4+5vWTRMgUNvQOHNSd+12novxwBpEFovVRyKbPrPHB/P3ZPQtkFnG2bsv+O45QCArQtzvlplgWnhjB4ft1O6t1s0tJRUFYFBbMatE0QwZBtvdTNkHXXyNDgYCRHP/pe/vIHUSa8Zi3v7vc5ls11pfk71NrpiH/90PT1xBR6/ivf3y4isbeO11RDMTvJbcv/B2V3sYHOWY+Bc9Bv36KyKn48Zjp72u7rkz66P3k0MHMbUR+DxUTEWTtquIXnob27UIvXfRdqfB6dHY3g2BudjiR39BF+Pr7Sf8TORUEclNkCx7HTaWKeaapoFqGnSoaWNeG1brvPK5E7nx4p79im7FXhWio+mdK5NrateI4PZ+frt5JRETfbK2w3S4fH7nw7UxfuYN++ehsGnuP8T1i20LOqLjk+ctrXxv+bZy2mn0QN+ejEVHnIuMkPPrYZX/Dbh3a0Xf2ZlcmGeKg+z3dtQSxPpO7q81hRCG/pwoKQYr4ke6Lz8xmv93SLeW6rl7+3LxReCT0DT+aRtTIqfnhPf6scRcvzC22fE9E1LetlvEEn7t+OM3q5Palc+d7y+mBj9mz7rDGbOS+0107/VpMavmfiTrubvkCm7Fvtv22bh6zbPAqx7KIZJomL9yc+9vrumCyv1yu9cvDT24XZZUzAtqx7w7nnbHmVWwMVyaT/528ZE5FFgY2tgQFVAhyiFgTI/E0x0zTZQZ5wck3BojtsHanWDc7jfM3d3uBQoMqvboYu3Y1eRh3+ck3O4iIqMq0+KjIhDFi43vk4+SmIei7w+1bk3NBZsTSW30LYoGqliDyOCZI/3cUMn8ehFoImjhxIh155JHUrVs36t+/P51xxhm0cuXKMKMULYrGBGUy+Rve7eKCTswPwskHDvDlOHZaNI0WFu8mota1EWavZXflW72jir7csJt2c5rd9QnTXF0YxgxltnuSvxzra1wk0htLa2jSZ+voXx+v4q4mnWXXEuRXVsdL4iyqwUXXCH1/d6cKCtWVDfkaT7n9RDIQK3U11IUF/MlbWIv2WY4nmWvwMnUzUWuBwHZyAIHrpeI+tpsYwa4riSjeLnZnn6FMfpIX0a5Xksdo3UezrTjhWburWqiQzuN0GdlpmzU9y3c15ZCMo+g9/btnFjhvRMZnSnbMncx3reELRSmnl2l8ix+FbftCneZ63x2VdY6zYbqZTe/C44ZZPmON/cyQ2PXStyDmCkES6aZImpSND491TJB+v3iXgkItBM2cOZMuu+wymjNnDn300UfU1NRE3//+96m6Wq7bWBSITlvtR8ZRbu0hv1qCjOGe8929pcPo7rHWtrG5hbaWt3ZzqjbVJumV1TTSzx/5wjLeKZsg6QuKxm4e7L/95JShcBON+ibd+ggOA7k/Xr6df2yfLoKXZno/zVmbH7/j9Bi5KQRlrydzFkCXLSZ2L0tWWAU2tZP6zceO7EunHzpIKEzrNupaDTJkf61FXtAnHTCAenVuTyd6aNUttFmPx3yGbjIN+lMsMLUEsX6H7HfZTf1snWlpMZ5juc2UxmZuxmlkObcE2VfwELXViGf/wQlOtsVb//x26+C9JZL3DuKxK4Q57f/1pjKRKOXDM93dbhY8zuJ2R/Rw79oVYi5/+Ss6e9Jc2/3dnI5dF91srIha82IdJO8tN88z6x0g3WJvM34o7i1BwfQV4JgyZYrh30899RT179+fvvzySxo71rroUn19PdXX52+wigqxfqtBGO9DtyjRe8vppcrrT66S+UFwc5jrTz2Arp+8hPldYUHGMYHVT4Es0uJlHdTJKAQ5tHz43TfWKa3zmrlp1jRLIqAP0jyOLYiWIJkXaZATI+iJDkiXwTuVPbp3dH2edteSlUHQd6GybK/bvFuH9tSFkcETqTnVb5GfIttxNyZ9Rp/3vZOuHdrR/L+d5KmVPDs+RWyxVPnw7aYx5xUGnAqILG5+h7LaRsOELdmFd/06XpbTwr6sVklWy7bTmCCn7k1m+kMcPby31L5O4YlcLruuUk77vyq5vp/MsZ1wW3NE9hXMcZgz8/PWl7Z9Lra9iFmrd9HPDt/TGL+MNU+RyRD98og96bFP1wqHnU2jZLodMtMk2ZlzzWmY/u+YF4IiNSaovLyciIh692YnHBMnTqQePXrk/rfXXvzZf4LmRzcz0Qy2zE0Y1JgglV0+iMQKb/qm7eUCAzvN78inPl9PRK0tSnn6rgisT/2luvtCK3YhL39MvpYALoLMoxTWFNl+9ADInsrzc4oNn7domrJCkL5mmhVm67TKAieXYf9O0ktz5Vq/3MlQxjad3FnpPOtcJkPUrrDAU4WGzMQIbhhnh9N/7lABJlFzvEf3jtyCsZ1b31nmGDYPu9AodhGd0gm7lqDcrHmGGR/Z4XiZll7F/aAfIyNyaey6eDntr8/H3P+x8+KnlokRPLUEiR2D9Z1odzj59Elue6Ew2/6bIaIO7eQWvs+epsx7j/U8yRZWRRZLjavIFII0TaOrrrqKjjvuODr44IOZ21x//fVUXl6e+9/GjRsDjmWwRG8z5xmC9Nu6j48Mr10+zEQeukZdCvfe4q2O25sTh+xMXZt21+Y+MyxUZygQBZT59qE7nJ5sJkQjovKaRlq/q9pVf2kR7Qsjkyxxse7vm398YO5vlbeHPijZd4/5ZXfDjw7Ih8vsDscfE7S1vNayrZn07HCOWzuzuyQ1DfxusSrlx944n5HXJFjfAuI0Hiq3uKJAze+QPp2ZnztV8FXWiV1j1rUR6bLG4/SOYd2L2cOxxkrxQnM77Xtr+N7u8LrGZsO/RdLchcVlNt/a79++UF8IYk+cY0f0XpBhvv02luaXYshNb87Z13y2vN+D9zP5UcmWL7hlpN8T+TFBMi1Brf8d3rdL7rMqxu9k926xXAeMCVLvD3/4Ay1evJheeukl7jYdOnSg7t27G/6XZMJTZDtsd4ZuOtugJkbw2uXDTCTeToMczfTP9RzOJAq89S/0tTl+ckqE3bxk9b8NczVph+P9f3vnHadFcT7wZ9+r3MHR7zjq0XtHpHcBgdhS7CAaY4mxJhpLosaYGBNTNCYxRY3JT01RE5OosYEtdqUJNgRU4ECkd+5uf3+877w7Mzt12/ve3fP9fJR733d3dnZ2dmaeedrw7z0J036yFD7eHk1eIEJpUXo4WmsYNQkg3M5jGET9e/HEnlm/tkCTp9Qkw5vshxjklQBIazP/8vrHsJ5LCtqi2G/Cxm+SmOyqOhLfoeUGplCiZKlBF4uyelBHBCrXvh5EE8SbW9lrVlTlA5ibojDJUk3ETVe8GIxq01f4qoZ4fXX1Eo9t6S8LBM9LplWz7prU8WGHJ58PU8Tl8bQrt0vkybP43tcDnytr/7O5QAN3Pb82+zd/P9/gUlb489zZ1SmO2UUnuKmQjTPK6wm0Zf99p9bqusrACI1bBsoPIegb3/gGPProo7BkyRLo2rWr/oRGjM0gZi4EqQ8sL/FUrvGpMR3Fp0BFMJjUW7SryHPMoCroV9USANiFwSm/fUV4PFMiLRAltPjWXSUeTZDZ9VZtjNYn7+CRtBBrk08rSRlIZpJE07Vtejc9SLXkC1XPHM50E+OP/1sPVz20Eq5/lDVVok/PmqIxu+Fyc7gUtxAXHfb0GnkgDRFZnyCrs1jC+gRFYcpLNtB9IeVFQkUQLbnkg+MADJYkZnSoa5m8J66kB0Y1Z4g1M4Lxx7A8Xb227zsM9728Xli4yIdLbo5l1ztZc7hwA5TPbzVUafr6HC/J/5VL2nAR6IR7nZmHd1RN2pViQKdWACDQBElaUDryBmjwXh3Llb/TQklLy2BQ2TxBFhUjx9Lvy6+Wfig4Uv4++QIjWCRszndyKgS5rgsXXXQRPPzww/Dss89Cz5499Sc1I0xDberWRXT/lS2iwiqIfPNRIE2QHJP6HTHQBP1u4Rjo1LoFAHjtojT/kpju7I5B7a+7vvj3AJog6m+xMGfWHvmAPOeTC3sOmkepskW28aBykNchd86lNY9mL9Zr67YLv6cnQvLoSYJEAHVgBBOHfKIdrGxV4vtt7s+fh4fe/JSLshiuQ/XqWK5cDNua0QbF8wmKdtEqKocVRh1YNKEGrj52APzilBHsSQ41bpoIQZJjojIeMBV4jH2CDFYv3/0nuwmQjQCa3VH3fgvjmM8cH+Eg6Req7cse0sUTknVnq5Ili4jyXk1C8/Of+XGRf9/5AAC2ARBMkpnyzB1Srfzdu5RjrXmzMYfj/QHpptmx325u5JuHfvdQExSCr3/96/DnP/8Z7r//fmjVqhXU1tZCbW0tHDhwQH9yI2S8ZZSZ19eLFzIAAPOHeS/adi7fjQqZEBTWTM4vA5mXd9aEmvQ5irfJpH5EkwAAcPIYedAMUpJJZCr6pzhNRWTozeHClu//rnWLItUVQ13v0x37YdXGXaHKoJHNBVc9tAKG3vAkvLlhR2TXMjFDIv0+ysWBm/2feX+TLf6LKX8rIkDuP+z5HTiKc2loUysaoh0U3f27tXvgir8ttw75q6K6dYvQmycvvP+Z/iANVvl4wm440X87aR+686b29mmE6KARJkJ5Ay1tU8wZ3ClMdbOIqhBGU1Jg+DL8joq+Ra4m8uGSh2i2qxc9JoXVBEXhk0K/z/m2iUUjbX/+s2AThdwirynh20/WnrIxL8j8oVurkDrszmzS2aQGIcKHieW/t84h5nfBBx7et5Qtq3FLQTkVgn7961/Drl27YNq0aVBdXZ397y9/+UsuqxUbbctVi0s/RxRhEDu29O+0miB7QcOGeubPN/ER6tWxHFbcMJtxKJdha5KhmjyydvLEHEhRDrvrlPwMojWHC1AlnbmGqi+E3TSf9KMlsOCOF+HTHRH5E1H1n9y3Q/bvv2ZCvd65RKT2D4+shby+ZV+m3CTDM1QyfQtku+RT+nXMRogjdZw1kAvvL92RZQ9RvZOm9y97T781p7/yvLE17ajNE7NryYjirZZqgkTvV4Dy6eS+jFkm9eHAYf/KyCY6nAvsGHd0z3aw6sY5UFZsF8FKRtTmcKYP/ubH1lDXY09VNUufyozZdBhzuMwjqc3kr7OF19QHGVeiCtQg8tWMUqiSPk7uGu9v3SP7KftyycxspZogg/qZott4eeTtjQDgvdM2ay+bTQ0yPpM+GGac5Of9jTs9RQVqgkLguq7wv7POOiuX1YoNx3GsFtL/WrFJURZbrinShUvIUUBnDSfatXMAoKK0KFt/5Y6upaZK5R/kZHcB059VAwrvL+ErK+5dEM1zCfLY6HsSmcOZmgeG4f0te/QHGUBXv6Ugb02U0X2MEsQJzGxUdKoozf4tjVzkL16LrF8WFTjw4HnjmHKPo/wAXJCPEawTuW7cMetD2XbiDv/6dNbBmefBr42DG44bDADqscGkvWxNgESkLMzhgmw40b4tvG8WYcd+1iKADhph0h357jepT4fMOxXNGGdqeWv6ygZ5bHwuuAZ2gGc2Cb2gEsGukT43/fcZf1An5ZThM4czqM2Vc9kNBJlJtwjVxkaUGnwb+Ht+WxD9jtSa1/CZaoKi1NzrNmz/za3rbIaDMOZwYeDXCeuogDuNXAbKj8AIzQUH7BaRhxXZtGUToQ7ZxGGbuZjHr/lhvwjrXGtq+kBQ+QeRksjgqhSCqAFY5/AYB3FEh6PPefbdrYJrRns9EVEFVaCfz+Or/BFvotypZO9d3B95LaOMmkw44m9SGg+5JijiHdesyV76MxssQT4p+3NFyK+hnqO9H7PR4QR3315hL28SpCJ9nH7csN1gESHyMQGI7rltpjQJMrNMfox1qGNNhPLDdQ3Z+l46qy+cN7U3AABUty5VnGWO6J0Io1kOMqeQy6UEzystNFKfuffE9hp0+R9uNY94SSNK7qqDbxemjTXn2zZplBoUqSJIdZGsZo/dSJVtcErHWNUlLDuAqA13HfB8cPjigqzfdHl+ClKOr/+GsfZRCV1xJ4yPGxSCEiTKzkKXpJvD6f5bILGTKSgIVzed+ZvosnYaLLv6qDIq85og1XhC+0u0KbMzZ4wC3fgbZBFBn2KbpyOqSe+nT+kT8Zmgu/+4kqnKui7Jv3CAy+/BU5XRALUo0psapc3hslc2rKDka4fOA5QRQLgmkmuC6OLVSVVNFw6q476zQG4mS48dqnqYtJbtBouwjBS7A00QJh+VlGG8ESXZAOPHSMfxxl2T57F68+5sbU8d2x2KM/UpF2hYgyB6V8XmcGZ9J4wmiCwiP9/rJdN1QKzttTWDZjRBEfsEmRTHH0Pv4sczGkaDfPNFfg75KesTRN5D8ju/KSHZG1W1q+0cK1rX/PmVDdLybNZBBzLrEV0+plPHdssODqSv666iqoZqHm3cIhAKQYli21l8tvoUqZTZIgCA7cCyPJQOhNcG8eXRyMzhTLHdrVVqgrJq4vS/qgFQpHoXlRUXugl41wHzoBgEuj+IdnhMzQOjpockWaMKnZAT1y6VrNQPMju+V/x1ufJ8oWWQ5FZc8DsA69iliP5Dyti29zA8vXqLry6yV41xInfUi1D1zqr3t+odNH3nVW1i8vx5P8kgPUakWZDXSfx9qYFAnL4WXZZcJUYHRgj73kbxGrmuC9sooQPAPkQ/TZA8ZaTsnZn3Y8l7dGRER9i2fH3+s2Iz/JbKVSO7huhcW/gIsTsP6KN68W1aH5FQJporovUJEncy1Rzocgt8XWAEVRoCGa+uE+cQlCEatlSCsc2r9eTqdAqC5zXBXHp2aOkLjKBDVQ+1e4FR8XkLCkEJknLsdmI6CsLMEmQmESLonaA3N+wUl+eod3Z18D4IPk2QSAjSaI9obKPXHVYIQXwCQdNBwjRkeZToFlXf4ULAGpVJ3YdIWFRrguKTguhgH/e8tM7sJJ15R4j6qC6lW1zrclaRxL5p3xpSvvgc1/UWIKb+Ky9+uE36G/2ufvW+NwQLI70mCEDdBqTI7u38gi29mFL1NdNXPqyg6zMjC1BegSQ0uuj+ZMUH8fdyJN/zv5uOcfyiUnQdHcWSnbYGF2DrblYICrOI3sKVZYJuR1tkZs6f8/X734IfPPYuvLNpl7AcVsiPVhO04tOd9mVQ75tuPlH1fRM/lDAEMoeTlOIJQeyvsltQ3ZpuI5RHtNahy+fn3DiEiDPH9fBt9oYKjKASghq5LgiFoASxnVxVx9O/FWoSJtALMn4nji3T/90F03ory/ZO1vws+N3m5bEV0FQDJ59A0HSMjcu0SoXukiq/MRn0fYjU6qr7tBUEj9Q3wDubdhntQNKP+MZ/rTYqPxfPBCCccLXkva3wVmZideiyZJog181GiiyUqXIt4F8l1nHalQoffp8gvTncTIE2u44xz/HfNBGcTMcH1VF9MxG+VETRhzxH++BlmI5xbFAc+nz/cSYaqqKMKXRRgeM9DV9Z5j1e1p4Nruszi0769VXOCw4nBGU3J8R8vleshaf7dFi5gW/Lfy6TB0vKnsNdlIkOp5ntVE9ZqL2OcFNMrgmS4zOHI88sq2GWtwVTjsocTvAQ7zxtlPR40W1s3ZP26fv9Cx8JcgxGL0QUF6Z8QSLoek3p19GqPJUPEmqCkFi48bjByp1QuuOVFqkfo8kkzyzGKGYO8BYxKm2MzthNZNpi8/LYvmfKENmkuSQqc559h9KDVhTDvUlOp/oGF/76+ifw0Wd7I7oqC327NR3sTNDEmablXPrgMph/+4vwuxc+0h4bZEdJ17XfrY0mAAN/raADf0lhCs67702mHN0C0wWvjwrNSi3rwh/+33e8gBKqwAi0ds7UHE5UX1pwzy5WqN9PHds9ew0TVMKDiVO/Oi+WGQ634CAINUGSfm6q7RY579N18H4T58Pxl5c+pnObFtJjbLqYSgji+8Pqzf73851N0b2z/jrIf5NaM8g2JyTlsJsK4QgiJPKnsOZw6nNV71yUEdSsrm1knp0+mc/X5fMJkj5L+TVEAgCdp5FHNB4RH+Xv/2eN7zf+cHrNpTpOR1aT2UC0u14Bo7q3sSo/bi1gLkEhKE9ZNKFGkwmd/lv9dpiGU9SZrKkciHV5gsJGh7NdH6vNHjhNkKZ5rn/0ncxx4QcCkyhBD77+MVz50AqYcdtzseyU0m1TUuj3Q1C13f/W2tlH/2flZgAA+O3zeiEoyIaYrmsHMZkxIagJwJiattL7VC2qvAg/orrYQQf7APBH1ZO9qyT3UvqaDhysUwR/yNRXtLCnTVVF97xu297MNczQ+QSVC/LcdG0rX/AHwYsOxwlBosAIkvqa3y8jBWXxNTUVBEM1jnhBHah+pjFvViF7J0V1eCrj40Cz9D1/xMroSFdC5H/oOJzfG4muZSnK0Pcfds7Qzd0HDtfD1Q+vhOcoHxF/YASqPprr2eb+inJ+kvoiKs7J5k/LnOuZgIk3OKVpCCw1QSpEbXik3pVeOy5FSnZjJvvZE95EdVS1gTo6XOAq5gUoBCUIHVtdhafaVWle5DuAAACtqCzEZCdDvdHoCN9GumwbTRD/WXRqnKEVleNWdmHgMv/KeHrNFmmZtrdgstlLZ6nmB3HTcLV7Dh6R3hddZhjHZBvSC6zgphjSci0WKKI8QkFxHID7v3q09Xn+JnAUv6U5XN/gm+zZuvi/PLpnO2kdeCFIXiPFMQ7AnUsUzuGKujH9IPsOel/VWyb3022wiLTQswZW+eoaBlqQCEqQ4ZA+hb9PB/yLQhEF2cUSJQDEMDSL6nDgiN8cN06FAym7Z4d0uoNB1RXSY4MnPlaPrzbozv/Nc2vhgdc+hkV3vyY9h1nAhtEEqU/N8rnC5F6FNCqlhRDCa4L8eZbEqK6gC0fNI7qLI/UN8AY1rzPHcyfIrmb7SpLj67OaIHWeIdWzN8m72FhBIShBln2y08w3wqAsRkMjCj8NACeM6AwA3iCiWyyIfqW/UwpBDv9ZJxbZvdS2r5mJ+Qc5wnSMjWJyth0v+EsWG0TwW7VxFwy94Um4+MFl2jJF9xRm4pa1++f7DmvbL1Dejxxq6Sf06QAPXzgBXr1mpvE5Da7rC2pCJqRPdoijXdU3uNREZvYelQm0H/Q1ZRSknEgmNdX7R79vnl8ebbKTFaECX/8rY7pm/xaNW9Mpk5MI0gRJfW9s++dJI7toj6EjQ7E+QX7tDT/W1Qg0ICkDAS4K52dR+Z/t8S+Y4wy+wpuV8gmAGTT+VCZahbDjk25u+nTHAd93O7mkuVH5BAmjwwmOOxTAT1V1baUmKKu5ZJFpgoIkS1XEWBIi2nRJOV5EQh7+3YrM7JAX4h3vSqJrqN5xpSYoYPXyBRSC8hCyCFFqgqjfWpX6bdrpaG9EincceRhix5G9vKaaIP8uJFuO+Jqm2C7M1Lbf7DG6QYfE5hcNoPaLA7vjTW2aaX6f8b/513KxEy19v+I8HcFRtbs+nHWQ67Fl1lJJJXmitGkndR3VvW02548JvM8Nfct/ef0T6XkkMELY94i/Js+4Xu2NytMdQlr6kMBkjlmUid6pTAWMNUGCWezcyb2830VmvtTfNs9PRoEkH49wzJDcmAMOdJJoeulTXl23Pfu3Lmm2N9al6yHa1RZpsXxlKZ7FgE6t5D9SNLj+Jfjr68W743HBayjZexbPYVJhR3MNgOgDI5jwx5c3MJ+3UoKmtjilOVzMO06ywAiKy3pmwuyayc3+zp78wgf+qJkvfPAZPPiafOytt4wGJBqj5w2V+xCZjnO2a6AUJ+izmmGrorLRTAmnH92dqpddWfkGCkF5COlTysAI1N+iMLT0QVnHOMeB2YOqhIfu2n9EPIlSX6rC8/o1Qexn0e6QTw0c4RirDIyQ3SEhu0Xqskjdo4giZTtgmO5k0fxDE0GItVn3/2462YlC4Sojy8Uwh/KXSweTkBwb4XWD7oy73LmOZhFLyE5kjuOL7BNliNKClFmofG0wB5f9l2YplZtF9EzI+2l6V0Wa6Jg6Tc/cwZ0Mr6S4RopdcBCEJrSSMhzHbHy4aHof5hwZDjg+LY9oPcePh+Ky5JgOi1EfFyyvWPpfUUhz2RxGV2fVxl0G11AL+TQHj9TDRfe/BY+8/anw96ijX0a+wRVh/YL4BBGyayZuM4Kv3n9WbPade+YfXoOXP5L7uh5RJF43pagwJX/vuc8DFSaaNvACD60ZtjXx4zVB7OZL45aCUAhKGJtBTaV5oTuhbHeY7/AOyLVLh+sbhAsb5joWdiP8i7FLkOTtSJ15W9i+ZkpNELcLGMUOl8j5Wnhtk4MMdr7CQJvThPEJEnUlldo8CU2Q6rlHseNPCLz7paif6n1voLS5o7u35Spjdum/njc+XZbm+UZhHkb2/HUJmEXCkufkbFaRIk3YcFE5jBlZBMlSPfMq9vvln+xUXpu/rmxBccpR3s5rdRuvH6sWIOk5IP03GeNE76fIlI9vM9W7W2e4Uy4rg9cWmg5xU/rahfkF8NqhQCK00niaIO+7TTsp8zPJqTbmcPe/+jH8e8VmuOwvy4W/R52bLoxQFXc6AllfVs3PfPhnPugR391FmmkdouAdKoS1NViPECb37Qg/O3m4/zjFNduVF0uPZzRB3HdsPeTl8z5BbFJhRcUaASgEJYyJfSnpVGXFckduxqRGal7BXjPlOLBNktsg/bv6OkpNkOK8KLD2pVFNbtkdvsxukWGZqoHj8tn9bapnTBzzzh3Pfij8mxBGY2NiuiDjTc5x9Ml3aiVHUmWaVCpDaZGZoGpC0P7d4LpScziVEEQHNykvYe/jcF2D0gwQIB0UYmwmWEJxobryJsKH7IgrjukHAF4fOmlUV8mRacSaIGLaoq1Gui6C4+hyVVEtTcvTIVtU7z/sd/yXbURt3n1Qes/HDe8sPJ8ualBndgfZof5PnofIwTlrDkcHRuCOUe2Gr/3MLOBPgyseA5a8y0aDe+StjUblhdk0KcioDBjBjzvWa2dKs0P9Lk1uLLiejL2H/P2DRne+rf+Uqrgd+w7D4yv9mhKvLqLrRwf9PH/+9PveNSwu4rfyYE9+5aPt/ClaNu70+12paCUIwMOP+zT89ykH4MSR6nGThwT6YMvNvPuUJRBvHWQKv3liasHQGEAhKGFMOh/ZzRAlGiToJHFa6+MFRgB4c4NqEBDsmFLfKc1kArwJce4g2ITI5h0WZVG/VLtytnbDppiG+AyKKGKh6TVEJo5qczidaQhb3q+WyqOPEfi6Lvtkh+RI/7ErP90FP3x8jXYhIiKcORxVjuEmg7d5Ij5m6o+XKK9LnzWyW1vpcXydbI9xuT/oKJXC410X9h2qgx898S5VdkYIMs6boz4uCs2WaR1MfPgKUw5M6+/XYrguGDW+7H54jRitCZI5igNEk+jVhAbXFUYO469bu1st0BNsAqnsOnAEfvjYGli1MZ2DqFAgtMrSPND1o4MOyIYznc8ljU5TmmQy6K/c9bIyBYLpwjlojel+/fOnP6DKU2iCMv+S8Zg8sx2ZOT3O9jtvSi/h9+KImOF9f4L6fmbN4YCODpf+jm5zVVP5NUGSnbxGSHQxYxEjjGwxM53KNDCC7DhiH1tH7QS0MNQu8WUAABQWqDRB4gmEMKi6QpgYzxTbRadI4zY/45yY1QRlHsUXfvli9pg+lS1hQp8OwjJFT46U9adXNljVzxTfokpz/A6DZKw6bO2FTc+1nZCKFP2NwBepCuXJQ577oSMNcMNxg63qFlSAd12X3UWjyune3r+bRyBtl3LE77s2IhN1ik64MLk12URN6qkK6c3zkyffgz1UFnVyjqkGR+QSxJrXRTtLD+3SGlZyviEm5lWEwgIHfvLl4fDb5z+CPQePwAMKp2wRbP9RzxG8cCYyh/MCI9ACgVWVjHBdF775t+W+7/cetN+EALCr483/Wc3kuRI9L581A/gF22sfWaW9FmMOpzlWlyA3Hj9Kbwyqq2+Awozw/IEmh51obBd196BdR9aX+WvMG9rJ9xs5lR4HdxhEJA2Dje+OqhoiTZAt+wQbeVlNEGUy6AlGlHYoQCPJEjY3RlATlIeIutQxXEADxqZdpAlynGxJopdAhChcKd3B1clS5ecBALTU7AjriMQcLitcZo7JDE2HDUN6qhY4n2y3U5mbQup4/tTe2joAsIkoRew5KA7TSRPGEdRVXN5WWWayAODbo1+VP1KVbgfz3Vp74TzosM/XxAEnaz7RmYsMRr/XRFvlOE6gBeoei4VmmMTGfAJi3QTZ4LqwehPb/uS+dQtE73iNJkiYQiD4PS6eWAP//sYkuDxj+gcgF4JEVdt9oA46tCyBa+YNhN4dW3L10qOLCCe6ftY8SCQECbRYcSxsGlyATQKzzSB+GgB2/fQdro9lNUHUmOQ43PvJzRMAZpssbLh34yoKiUOTQYq867m10Ofax+G1dWYmYqZV2fC5ONS/Dq12OUOrkiLqN/ZX+nkeOFIfqyZIVF9ZEmbXdaXvlGliYtU7+W7tHjhpFBten3/3HXAE33lo4stI64g+QYgVtG23DFGnOm1sd6hpXwaLJ9akj6EjTEleDhLW8OPt+zPH2XdYeh1ilSw1wO7GMoETcVDE4azJv/5Jnz9GRBSmaKs22S24+WhGW3azguqCYWzoTZVJFQDAk+/onTzDmPaFMYcLcrxJXhZiXx7lfGjyHon6i+v6+9jAjC8Hf/Sdp43K/k0EdW9rIz7CTGrZqEyGZbmu/znzof116DQ9os2bMPeYchwY0qU1TOjdnvkOwC/o96lkhRwANnQ9X3fZHdOLPRunZDrowd5DdbBHsGMsi2wXNbLio84rY4Lonn3mcJl/5WZv+u/1wWDUd6GdcwI8MnLKDx9Pm6B+5a6Xjc7rV+XvyyJTtV8u+cD3nQkyodZvDSG/aXoh7wrOjRL+2S0c3wOeuWKq8FgbTVBQ+GitntbH+4J3BWDNsc3FAfQJQgJTXlIIfz7HLNN823Jvx6NlaSEs+eY0uP4LabMdOm670DHYdeFvb6bV/8ThPJVyrP0f6LLVyVLVuxkmu3YbtgfbQRIhDE2b9TVIf7YVasRCk5Mp26wM3gmY59Hlm+DhtynH4Mw1Ze3Xi9tJ1u2em+yuh3FvUk36tmZ2JmtgvshH3t4IN/9nNfPd7YLgDzpbfD36dhTdrstLQQITBSLIDu/Wxnd+ynGsojQGQZtUWfFz1hxOsNMowgWB023mX1FESREiq0lWaPAfUFVRYlS2CpE/l8mYQj8/vmayDYjKVl59TTVBjkPtBoML3/mH2JTL8xuiT1YUHBDZ2HDbk+8Lv9dhs3jkjxX5BPHwOWd4pN+74r95WpUWapvZNlGnCXHn+3npQ7lfkQq+LZ57/zO4+uGVvuAi/6U28nhzOHp+a2hw49UEcZ87tCyBkkJx8J20v59ZOcYX1B2efa+9sZisfbIRg6kXw0Yjy0xhjVwVhEJQDtD1GbKwrm7NqlbpzvbHl9dn/xZN8qJXP+U41qpq+pqqc3XmcFsMnF2/PFoeEcX2RftQYN/MLx1s7a1Vxy8YptfwAegnoIsfeJs9HvyDFVeg1fVMFtCqiUP1jABYQcckcaQSg+MfeovNr/H0mi3wuxfWiYuj3opqyvRs14E6qKtvEEbykmGkCZJ8x8lAPr8NL4KVWIMxpkc7g/rFNzGpSs6aw5kcDAC3PP6uT+NDTPd0Wk2CaPzrRIVDFzVFn8pWcOuXhsG9i48yuoYYr2BZcAFRF6Y1U/wtiha9xwyqgj6Vnpkna4qi0s47zM7vfyXRFkn70UJnHN1H9v4fOBK/ORyvQSfPS+QgTuBNh0yh71M15rkue11x0AjN+G5VM/k5JmOfMDqcpAIvfPCZ+AcF/ONcdPdr8MBrH/sC5ND91FNyOMy/pG5xBvuweUfS5nBiTPuxA363CPYa/PGiMYlorP2bVHxgIm1l/H82SlAIygG6TkO/E13apAWhwVz4UzrUtVgTZH9dYV2ov1WTFV82XyeTMKqmi56gZJMwZic3/zEmu9yi408caSYEtSot0h9EQS5pmkjOZzrgGxj1qCaOYsO8LwD+yHNx+ATZQNeN9gM7Ut8AC+54EQZ9979M9CcVZu0oNodjyqF8fLygAuQ3wXUdfyjkqDGdlEXRkTxNUPqziW/Jik93MZ+JJjSIT9BDF0yAJy6dDG3KioW/03xlTDeY1t8fgVP3jpLi6OqRoDG+aI6C85lQ1FzdigVqra+M6cZd31wTRGu96ar17ugF4TBt57BEvSlvI+jz/q68JkiVS0pW7zqJmoY+XHXP9Q1skJTR338a7nmJ3cCJQ5MhKvP/XvlYe56NMHjmH16zqhOA/D1V5Z7jNUF0EQ2uG6vWi6+v6lIuKDTbFq/fuZPFEelE8JEhac0w/R2htMjCHI7eUm7kUhAKQTlAN3jTvy791jRY8725ypxBxjsJAXprGCdpHTb1iaIWWXM4ykRExq1fHOb7Tp17yKyGtguOrFbA0F6ahzdBM3meqvvUTcpMtnTLc22vFQa+5Hdr9wAAKEPE0pg8b6E5HLi+c2WTqUiASCISj840nNS/pSAfhl/IC14P400R6rCa9mUwoBMrJNq+c/cuPgr6VbXUa+wZjY65Jmg7FcGRr9o5k3rBkC6ifD8erE+QShPE1ot+n04c6TlRCzWO0lKDE/X7HMqvixeCROUT31HJPPGzpyVmfIw5nHos5e/hxn+xprxalyDBAe0FiTN1ZZpEbo07T1AU0M3pQsyaIO6zTut3yYPLjMqVFeM4dmMZGRuIEFmQcrJjB4mU6IAD35rTH4Z1bQ2LxtdYlE393ch1QSgE5QCbybWoIAUtitVJHmU+QbbXFWEuYHGfDc756DN1SE5V+UEgRRANBZ+cE8BzDhQ5Zat2pExnA2s/pMy/MjM23c6zSbQqf5ny355/f5vxufyllO1nWY8g0MXJQuOaPh6T7ihaPDU08BMIuztH9w9d8uIwqPL36CY18utr6/1RpRoa2HsIUl0SYcnU94k+Sryjb1eLYV3bwJOXTYVXr5kJXxnTFU4a2UV4HKMJkvgEiRZGzNjC1a11WRH8+xuTYUAnf5RD77ryXdjJfdnw/uRn13WZAASFlBO1aIyPw5wy6vc5TA0Ls+Zw6UqJ2yD9r2xMeH+LeP6i33vllOHq74EfM0nCYxVBhE0TLUDcvkTBNlxZjQavCUoyOpyqfVQbrjZ3rWoi2TU8Qd/xje2OA/D16X3g0YsmQblgU0taD+mHxgcKQQnyxUz2dF2fse1TognroCDiThCrB/rFmtLPn+CPqgVXJ33Z/E5v7LtKmcsRx80XPvAv6Isy5l73/m+d7zdhsIXMv8+8q4+6JitDhWcOJ9EEcZ8PciaLvAmaSRdQTRy67Nl0CF4bcwERUU+6dHlhizbyCZLsnLKLdu/9dV32HNF7bbpQOHBY7Weh2lHUjROkCnxyToB0/9bdg45Tx3ZP1zHABozojKDWXpWtSuHWLw2HIV1aM9+P6t42cy2vYFmIbFEf6EtFjKPrNotKjq0SdFKa+6XP83KFsL/RkaTiMocjptyEqBekYawUCjKbXdnxSrjh4L2XNtBtrQ0Uo7kH/nw6QIbJ9UWIqsRHFhOepz0iHIHWJwqtOT+eRg97TZ3AKy3F2CfITueS3VzL5okUjSXeFzZNxfolWpyYh6AQlCBty9K25lHvsokGD1HumyCTBr3obaHYLfJPpPprqRK38gRpMl2wBhEdW6YnGZJxmkY1oe06YOZUbzsmr8mYKcjmKL5Kj69inZ+DaYKCzxxsyFn2N/vocPLjN+86AE+sEjt6m5Vtf02aoCYAvGBHT2wNLts/hCY6hpd9+SO1WZ9yLDC8yIkCDYnL7UcGaSWyOWJqDqezTw9r0kvfz2MXT4Zu7cp815IGRhC88d0z5wPwdff+3rFf7vMpS7br+w088xfeH4FORCwMIe77xp5u7VrA0m9OgzaZeS/qTY0wsltWE+QSTZD/GO+9tNTeK0yCaRpcV3sPPh9Pg+vr8qKJ+qSJ1vXTHf7ASKR+50zqaVAzNUHWReROvFO9MuL3CWI/H1E4vaqjENpcU36wzBTZ6+OO73z6kyicvww2RUvjBoWgBOmZcUbVvuuWvYpOghVhsQAAMLxrm+zfdYokmvyLHPXuAP3S8UklZQTxT/j+CUMAAGC3wImRT7hHE5fanZiwyDVBnPkNNwHygkdQXxZT6MvzdbY1h1PVY9qPl8L5f37Trjzqb5nvkmkNZc24cHwPAABo3aJIYdvNLmKzPmo+cziRJsiwghpU5Wg1QdmoQ/4bTO++qu9BBwm+QW+s/PhLfh+9bH0YzYigzSLUdPTs4AUUEAtBek3Qwgk14jKoD5uppKL8PaU4QYf9zfub1gTx0OZwQcdqrVk3OFDToRzaZoJURD5EhtIEZZ5XZt0qyh2XNYezLJsZTzR+IibJhNlzuM+Cc3SbTUINtcFNtmnh9zVyswts/fk6wqwZyKl0Ga4br08QX/RDb24UHqfDdENNpMkhLBhWLUzEDUCbfAovnsV00+mv5403jlDZGEAhKAHOmdQTLpreB07ORPmJWAaClAPw1GVT4CxqchWWG6Cz0gsRldO4aodBjn7BQFPTPr2D+pWjusEPTxoKF07rbXQVgugd54WGThkBi4/GB5DOQcPj2Y2bjbZBd6bkIbL5j1ybRmwOF+bcMKFmme8b3GAJFqniaIGMEYhCrtSm9U+bjO46cETsEyT01fMWYHyuFn9I1GATjkpjwLNjnzpC3uF6uWCetsOnL2RcxSxlGR/IINHhRNcLu0BjfJwkAhepq2/nXtCdyoo8H0+6bqa5ClXJUvlbld27zhzOZKooMqyw5/MmP8Y2fx1AuB1oXmgV3W/2K2szXu/vsItwfuPIJMJmHGG1ZeV6mphwL9lHn+2F7/7zHevzdIEnwsxlJ3NRGXkeeYtdD2wThDgnRLUBIBOYRmZMdGmy0eGIoO/4N8uDPLWxPduxJt0BysgnUAhKgAm928M35/TP7r5po8NZDiiO40CfylZww3GDNccB9KJ2Mm1Rhcj2CUERaxwcB+DhCyfCr08fBV+f3gdOHds96ztgXIbgdZUNkidInKHl9Qsi9qUjRX1skLtJlBASAOCu5z9iy+cuoNMEnTDCH9o7zMTN+ARxiytbczjZ4a+sC5aMj4auZ5AJSva4n17jJcOV7bjyEwgdrZANn+w3VQq6oOfrctmsfr5jSNnrDXOJiXYOG1z/PdgyuW9akKT7z0sfygNy6OzTo4xwKbsWaQt+Ma9yiAaQm8NxBxnVgS/DEZi/EIoKNUKQwdKGP++SmX2F9fQi1LnZoBc8V/59ufZ6PGGeK3leddldcpEgmBFsM89QZ2ZGMNUEAZhE21Qf/+waf/JtnaAkqtOwrq3VJwnqQpcV9g279C/LAp3Hm8PRz7E+ZLLU/orgJAAAm3ap/WPp10MZGMGw8RzNsX7T94wmiNLWqdZpVq9T0PPyEBSCckCRbEWbwbZTmR6fchx7UzvTsrmeFOS90EVQaVdeDMcOrc46ZNuauYjuRTavmZecPvLsiTVGR/MT0KibnoIpP14CtbvUyWRN75W/Hd/AyP0udm4X2IwbNogqOpx9niDxw9l3KFhyRbo0WiAzTW5II1uw0oEpRCW5wPVDJ/s/X1CBlOP4sngH3XHlndRPGuUX8knZ5u+8SAjiTIrMq5ilc6autACozFGmqXCUfv/0IoL+m040KArA0bl1KYzp0RZmDayUmqLR5c0a6GkA+erzfj/Mb2a3wbSticZNFD2MF4L5x0D8Kul8JfOHVgMAwFc5H5LHVtr794V5rnzeOlFRnplq+l9+w0mGy4wnmmMtyhIdv0egQbMVrAAg67elPk9s/goAoaWgz/ea5WeTXj9TgR6Uv11BygmlgdH1L50lChN0IEazvHT5rk9IJ1f3AiP420NnSiyDncIatxSEQlCE/OaMUQAAMLxbG+Z7XvouLdKEvDa41qju3jVswlgfbRBik8a0bP8Og/6csOOC7SRI6nTa0WkNUq+O5dIJgxYOdEIrAEC7cn3UHgD5YLhq4y7leabPgS+fvz9eWBUu1IVCkNn1VYERTASML43uSh0vPuYvr+sT+4mg70tuDmdWlqw12IzlokWDy5xNO6/z0YwcAFjyHpt5Peh0c8dpI5nPojGIlG1q5iRyqPcFfnAcGG6wyyyC7nNH1cjHLZ9MqSgnCLxgmr0WVexhKnEm3bfIX6mUA387fzz8ftFRTNlsriHve1rAUOaV4m6N5LsiP8k2T+i9D2FgBO4rUZ46vmy+u5OgLqS+ruu1RxQR6cL4ej2+ajPzWdxFvM0JAIBfPvuB74irH17hi8RIt8OuA0fU2iBLgeWp1WwU0r4CZ3atxl3ws8kGlWxTByD8QtjUFJRm+Sc7swE/spqglJONoMdrpe3rpL6nqgrWN1m17lMJwzZ5HlXHDu7MjbPU5gP5uPcQ6+scdGzUad8bEygERcjcIdWw/pb5cMpRnC0p10lMwlHq+MYMz/RA9q725EzfUo4D184fBFfNHWB8HdP+zdeBf7nKNLmOADTzgeBNs3+B08cPrE77+/SrbCVdmJdQO58LhvlNxsQlh0M1WQZdNPhDZLPl/P3NT/3nCKphuuCQtWdByjESgn7y5eHZv2UT2Gvr/PlpTKBLoxetdBuZCkGywxjHXMHvaz/bB0eoa9POriamZEEnrW5ty7THZIsOqP0FSLclL8gdP8LOtJRAm06pok/pnHQjNYdjyvX+rmnvjbX0c2eztYvq5v1dIBGw+LNUIbLpaJ6OI58beLM5HaI2NI7eR5nDqUJSJ0kh13lJHRdl/GpnDqikAiOk63xEMDA+8Non8OulHzLf8ePWWx/vYD4/dMEE6lg/dP48nUDToz07x6eDqyhPMfZVJHj+bnJNUC4Wwsff+ZLwezroha31AaFXx3Lte8HPyaoAuaK2mz8srRXlL0OO5F0XHMGxNIsm1MA18wbAYxdPZi5P4lmlHAd6d2SFZmYDyeIZNnbtDw0KQTHw/pY9yt91C1qTSYlepMsO/86CgVy56SzvF0jUuHymctO6iI7j7/H8qXZBDHzlC69pWQbZLaImN2moZGZhrLfnDaqpYa6p3C0yKt4fLc5gVc/7MYjOMc3Z8rc3PKGKdRB2tdHhaC0QAMCEXh2Ex9lGmRNB162OetgqsysauSZIfA0aPlxxdqcceAFCv0NvismOKLmeaV+TBUbgBbmgG/Zty4vhiUsnw3PfmqYch7SaoAhnObYa3gd6X4t+htlFoqTHyAQ41XNOGQowjuK69PtsMkaI9u3MA1eQ60SnOQAIt/CWmfJdMbsf3P/Vo+GXp43K1pA0jyjtBIDftI5vzp1cugU6Ee5ne/zO9Ff+fQVVlvrZ+LXtysOz9fMFXFCcd+yQTuljBAeRdz2mVFPGsJsTlNAdwA7t/nOPhkcvmiTUstHo8uAxc4Hg/NsyG378MyRt2bfKf31Vny8uTMHXpvSGQZmgTqR+9Zn5LZXyv7NB3yHUBCFK/vTyBuazb4NA02ms9RuSAksKWe2LrtwOLf0mXeaaIH5XhP1cKDApCxuJy3aHlxztDZLsZHA8FSSA3c01KDugkEKfrxqwjQMvcEXwk53o+v4s9/5yTSe5e/+3nroWWy9dOxJt4dem9AIAgJal4jxStgEW6DqIoEO/X/ePVYHKJji6mY8/njrHdbkcOxFOLjbaZ9P3SrQI9vsEOaEiRw3oVOHb7ebRCQ/RBkYQX4tNOsj0fGm9+PPkWhv5Z9V7mTaf8X9/5dz+jGC4c7/fH8N3TcFMwAsSFS3EfiWkrNpdB+APL67T1ptnULV/cy5dRvDn6t/FT38uKkjBhD4doEVxAaUJUsNvnPiDGcivfcezrBYJAGA/ZV4nEpJo+BYwWfS7AHDzf9aw30nOW3XjHGa+9JWlEfLj4mdPvc98ZsxKM327no9UaciE3h2gZUkhvFcr3swm/nE+IYg7jvldUA9ikuxvu/Rn3/jqyNtZ9PjI5ckaIG16LRfcbJ7g7yj/uMauFUIhKAb8k5ZaQNCdL2LzTjqPhFk52usGrEu6bO5ziv9dIARpPuvqYaqd4Ovg7fCxeVnoQcfUWZ6cwVelU4U4l5FaEyT/0XTCV9mnA/jNQAAEgpLIJyjAVp9fuFLPSGShXpqJXCXbeQ0qO8sE0DqDmVIXNpogXwyLSYctzWiCXLVPVVCKC1LQpsyf44NnbmbH19TMSeYTxAtyce8Ss+Zh/ouFT5Yqfo50ufTYIdIEmdRBlv9HnSdIjcw8kC7D50sguKaIAm5jawTnE0FfDwDgqodWUvUCuO/ssdprAKRD8orLNTpdiG9HXHBMtg00A86z77IR2nTjnigYjYzvc8IKD/94TbTkruvC3S+tY74TnXbMoCpoWVLIBLYQlSWqhy0mYzpJkQEA8ItnWP8s+vIF2fE0XLJU3bzA3/PkPqzlgml0uFWbdgnL1ZnP0ojK9/K5eeXy/d5EaG4h8B+lA3KgJgjxoYvYozcj0Peqj7frw9jaBitQhQkFALh0Vl/f77Jz+QVStWGCUxmiqltrghz2PN4sgHFktAyhzA9YvSvFu9eyohxHfR3TefOXS9idRV5rIlrg+oIpCAb/KHbTdSFmSdhePjQtT3hjOBaThcNnXA4IWXPQ/cCs33h9u4Gz549qh23GgEqj435w0lAAANh90CxniyiErChLu6mJYXDU7RQ+T5D+qrJIUDoXGNEONn+CajNLaQ7nyDeP6DlIpKUXlcVDb6i0KCqQzmsyQUwV7IJmXiainK/cEO/HSCqwEIB4k4fcXljrW/590CYjDnhbY29+Gp4RhMz21Ufw3T5BlDkyV9DzpaysJNbB7cr1GzkAtBlYuLlCNl/JNja+MbOPsB70OYTLj+kn/Y34AolyL9r0DXIsuY+U4/iDmTDHiwvXum+YVykvQSEoDrhewe9kac3hDHqVScSyLbvZsMtBNVBLvzkN/nTOWJjYR+yjAeCfREQvzv++PQNeu3Zm9jP/8tvu2jiWvdfh/uATO9I1njfMm3hNdkuYpIeKZp7Sr6P0tyg0QboyRVdY9zlr0y4a+4MEZvCZ5mnasSibR0teDwC5hsi2PoQ6A+9Z3jRCVha7+2cGs8hw6e8NC9BgoukCSPsL2tBeYD5L+30ApJ/lo8s3WZUrQxbZUpU8NP17PNO0VBNEtUB2TJNUgd4skml4+FMZe3xF/WTRpApS7Pcm0eFE/Z2+5wNH6mE35+tGEPVjB1ihT6Y5f/ryKVJNUJjHyoeMF9fR0yiYsufgESZCH0B6Mc6UG6V5JtUDtu455JvzRbiufzy/8qEVvuPInM7nm+HLyhwEk/vK1wc6TJpENQcxJqJUItwweYKOSOYFTwhiv/e5H1C/80OwLF/Wi1dNz2rtxbcrbgPVbdJ5gvh33aR59EJ74xaDUAiKAb5L8OFoo5iUv0xlM5Z1Qp+jHnUcPwlkjhCWU9OhHCb37ajcyfebw7FffPTZPujcpgVUtgqmEYoi6hMpg7Zxlk1wFaVFcGMm+ayJrw49GaUcBwZ0Yu3Yp/VPCz+lheJXzgEnkjCaPPwzE90KH3Y1TJ4gwj+Xbcza/6uuTVNcoN95DIOsPCMTEu6z7HF0paKwmSye6N09ftKOanIx2TBRYSMAi7RZQSM08Yzr1V74vVbDHVKaVGlvCVJzOHKspAxaC2P6jjOBdxSnOCB+b4sLU6wQJOgf/Dc7D/jNQXmt8uf7xP4rMgsDWpPUvZ04emGfSnnCyjDvR2du/hOaVme+MhmGnns/Hcr+Gw+87fstzEJcRX2DC0+8w+ZXMvIJcl2jMYE836170oLVBm6zDMAT+B0Aq6izAAB19Q3w4/++C/9TJEKmUQpBzPyb/rehwd4nqC2VL4n2FaUZ1aNN+pqa/peSbIwAyOciev4QJTaVXbKLQKgi57+fEcq37z/isyhh5htx0drxs3GLQCgExYJuMgvim8PTwiDkNH8ZXbm6OcVmke7bcdBcW4eoarZrG5faEQFI10mlnSCaCdvdEsdh1d0AtJ2yvAyTMKW28PdnEvlNLATZXf+SB5cxQRJk5dIUZwTEPQfTO8pB8wHZYqIpMd0NJn41AOYBNVg/Iuo3oyuy1PHbziC26bahunWpL9y+jAaXVQU5TvTmizwrP93FXI8nichVsmeo8wkqYoQg7/vln+70PnCnvruZzgXE/jieEhTTppb+6xYXplhzOIMGopPBEvgoqDJLAaGWxZH7TJBd8mvnDeRP05ZryiSurqIFLTn4O44AAGCPSURBVPnGVWyWEd7OhMFeyuX1AggnBM0ZXCX97aG3/OkNZJfq0LLEC3UNZv605JgXPkgLKQ+89on0eiJ/Ex5+bHrw9U/gziVr4bTfv6qtC4C6fHqeM9nklPHjLw3P/n2Eq+/Ufh3ha1N6we2njgQA/XrppJH6nHcqFHI5wyUz+8K8IX6TUXL+pkwi9uff/8w/Drn+43l0faWRK4JQCIoDnY11FJ0qSL+jzQ9Eg4OuTBJ6sajAgX9/YxJjV83X2TdgCa4XNtSxyMlfxf/Wfg4AXl1dTfQYOrSrDHKX9CR6pN6F8pJCOGmklx+F3u2XoRqvZeN/Z42vlc/kUHSML6y26PrmPU4UbUpWLg0ROn/3wjqj46MiyBpF5o9AP6cf//ddq5J4fxrbyWXVxl0w4DtPwO3PfMAsbG0csWWYCuH1Daw2K9rIbOLvySQPIH4uUSZLZcql2oTVBPnN4WRVoMcwegz5ZDuV74e7p5kDK6lz2PJoPy0HHKHJ8Gd7DnHmu/4dZhMtC/9+ysZjmRaf/v719TuyfxMzy14dNVEBtTWUw/dnUf/O5ptx9eH9VXN6GCGotSTiHgDApwK/YJkfZUGKFepk7zOxWAAw06CSZtG9Y5t2HoAhN/wXrn3EC45Ba5ZMmkg139MCVtYnKIA5XMdWnonvEU4TVNO+DK6ZNzBrzaJrnauO7Z8dh49wJtwmtRL5dPP98KiatnDZMf2Ez0roD6gIjCB75xu7uZsOFIJiQLeDpfNlMXH4ZEK1GtWKLVf0EvIv3cUz2UAIrVsUwVvfOQaWXz8bhnRpzTi26oIw7D3kd47m89PQPgl8ziLRe1gsMS2TQXZ2aHMrtYkfOc7ArEnzEDxnfznqfETiC+hqZuJ35QuMENIc7h9vbxR+r5uQolisqwgTKchvWio+jn7H/vqGf6fWd7xD9Q2XXVg6jiMxWxVzw6PvQF2DCz996n2mrcNkTSd8ukMfiAXA74zsgNjpOghm46L/u7h8guhS6UUwownKHiuuA71hJg8swH6mTcdUd8ZrGQn3vLSeWTTpMtGbIhMEZD5BMjyNvbpOYcwcTYQgsug+Uu9qtcWquogSUqugb1tmkuU7MIOsmgWOk72HQ3X10FYSZIBuczMzWs8cjofeDPvDi+vg4JEG+L9Xg2v3ySasCPq+aeE1jClufYNacNHNVyWFBXDc8M6ZsuzHYFGX+nTHAebz/sPyoDOiMccvBOnrQd+myJepsQtJKATFQDeJfTMhihDZJuM/v3CziUrzh0VjfCZdAOkILWXFaWGFLk5nDneoTh8hanr/Svjy6K7wveMHw78umsTWLQLL06z/jkMNksxikT8essfp0JtApv+tpXatmUW5ox6QZAuMzbvUjrAmgRH464pu12agE11jWNfWWiHEJpdN0vCChKw1gswHXj+jbOwz3+07bC5A0DWkn2kUGjXaHKqqwh8QgVDf0ODTZm3aeUB6fNSImn/Ddr8vQyTXorUptJadSbTsP5aG3t0OkqSWL5cPriAqMsUJRyKH6SCjLe9bNLxr60xZ/tJ2HxQHUQDwxizdu8Tv1NvALwZFQR2KC9PH1NU3WIdLpnnpw8/tK5jhiOS6yz/ZCbdzYaIBxLn+ANjx+xfPfAALhokj7tHNYqL9pfs33wbrtqk1PbZ7UgWOY2TaS/sEhRn6juWiEvL11a3zANi1hi2iKMPDuTD072zarbi2/zt/biN9veix4cJpfRRHNk7yd9XRiNENHlphxOAaJkLB0MwklD2H6syixTM7qRsMgNTf/OF8G8wZ3Al0pFIO/PjLw2Hh+JpYdhcc7l8+OhzPrszEuERg550t02HLlEHMW+jdtRWULwOpjwyV5d8exYLCV6RoMuLN4QSNYuccL67HLkn0KIKtZs+WMBOirx0j6p4O0D5qnj8NKd7G5FMmZNrOv3ykru1cjqQtu+UJHOsa+DxBTmQ+QUGHhFUb5QsFE0zyBMnyQ3lCrV4TJNtI4b+l30XfQokewyUanoKUwyxsHHB8ERKDtDXvW3Tq2O7pegi6MDF5FUGqottYuv/VDXYVpODL/lyQB4z4wNz21PtQrxG4bHPWmSLy8QMAOP7Ol4Tf07l0Fo3vkf2b7jMvfrAtu5HJQ/dTk3vyhCBHuSah3wkiAJtGrSSkBIKWqHwvOlw4U0R+PH1zww7fMcS3TJY+RGZSb2KVIHpvbPqZaMzh53GT5mHC+DdupY8QFIJiQOdoGoXpAV2ErLjeHVtKz+E5eUw3X4QzHfRimReamME05ShDQxth2GTKnCiZMhhzOMUo8Oula01rJ24v6qtu7dJqZFqFzpsDBg2RrZpLdnD+OcIFnc8czn+IlRAkKGDlxl1w2V+WK8+L3xxO/P0warNggCD3jYioTKzoxQMdU4C8PxUtCrnj5WUdEDivA9ibw5G+SlCZXPDUN7hGJphBMNocStA0g74SPebTt6vLE0S/K6Y2+aqx3+E+iIo8f2pvZoGV0mihTeHfCTInqN6Vr03p5fuOjIO6d2zrHrkwrsO2m+jC6BeknAj7uVc5W20XeY69OpTDP6nQ9P7Fr0yw9/4uMwiZbzq20JcbdsOTcPEDbzNJZo2azpGLWfT5Xp4g+2SpdL84xPnxiDbxfrtwNNx/7tFw0XSxhsQL0mDfN1q3YE0WHcdRbobyiLXA9kIQ3XfI+RWldukU8hkUgmJArwlS/24ykQeZ62XXXXXjHLjli0OZt8Z2Z0t1T18e3VX6mymmtamS5JsA8OpIqqrzCeIHQXG9zFRBZDKjNXC86YpqQFL1KVV3W3j3a3Dnkg+z2iLRNfj8MKKIeTbdQZcPSEaYUM7XzVf74amgQy+/W7sH3uEyeAOw7TZ/aLXU7ISPKKTDAW/Hz3VdOJhJLFqS0Yp9mws7q/IRWrNZrPHgQ6Br6xRCkKhvcH0mfVEFuJC92/SOdxwikFF0SCYcLn2u2rTrE8rXij5mYHWF8HsA3hxOISBJrjusa2tWiyV0qrZvSX7zj3xWlUUc8ftWeht2nhBkdz0bbM/U+XQ4jgOPSHwhw2CSw4yG1DOVcpjNC7qp0hoS8fkpx4Fr5w2EwZ0r4PwpvbXXo83hyriItap8bo8u32SU8J1m295DsM9gQ8aLxGofIpuGF0BFz6KsuBAm9O4AhZINPHpspzGp1gXT2PZ3wG7zTXSoKjCCDOaUzN8jurc1rke+g0JQDOhMWKJQKQbxkZGd0bKkMLMj7WHkc2R5vC30jrTNnPztY9X5CjwVNTtIju7Bvtg219TdP9n1osNG//mVDcwxQTVB9Fl0RDrCj//7HnzvX6vTxwou0aeS1RgKzeEsGiNo1L8iQ3M4UVVU5pYT+7SHhgYXaiWJBPn7nX/7i8rr33n6KOlvtiYe6XvxzDfIwoGYBvJtEmRxuueg3q/o1LFU3jHrK3i8um579vlHPSScNKoLLBrfA35zBtv+TJCYHJlrMIERBH6GJj5B9Lt5LBVqnT+VMYfTCEhSc7gYBmxZwmzVpUi70WNGNuKYpo6yhacJJu8RfXnde13gADy2crO2HBNWbvQ2YUhgBDpqmQoyhxQ4DtOm7PN2oUf7MpgqsM5IOQ6cO6UX/OfiydC6TB6ZzivJO4/3kbnTwpJio4HfoChPUbYe1OMhjzZIdDga3hRRZQYsI5toViHL9mgv9i0SRQa0eW9FR/KvjEnrpASaoKZkFodCUAzoVJZJBUZQXVe0i6baYRQhUkFHyXcXDA50XolmMU1HaqMniq9QCWgB7BZx4jwT6hL+Q02a9ZrEbqrBj3bEluWPen399vSxgt94zY1Ik2PzfIMKQSWGi5rzp/p3KFWmdMUFKXiGMr3gCaq5EpYVIgqQ63q7j2RxfEhi4hYF501NmyIVF6bguvmDqPqwz1oVplfEYyvTCRyjNk0rLEjBjccPgblcTgzWPCy52Zn1ffL+/mDrXt9BJnmCaOFJmRiS0/awP7J/iq6b9hWSFh8Z3oJJfjHiE0UHSjA1hwsTSMXk9unrK6O0QXqhKHv1TxjhbUxd/4VB4oMkvLouHVTB9F7poBL0WMS35fEjusAfzx4Lo6g0F+Q8G7LXE/y27OMdvuPCoOoPXakNUy86nL0WmjVFDD/2EiFfdf+mJtiOY6sJUq/xdPXKlsOcn/5XJEA3VlAIioGwQo5JPw8y2dtc13anMI61R3mJt6A31XyZ2KqSkujocFUVJb57/pZBBmxy37KEgKbUN7hK0zyV6Qc9kMmKWP952vRAZCPNnyOqh829vFe7R3+QANPACEWKnB40Z02oAYD0/e09JA/KYCK4mCQnTl/LUhMEXo4WOh8JWRyHMREkDJaElr1qzgD4z8WTYM335kI5ZRLp8zOxrAKJtEVO481koiauENgEW7+C6/6xKvu3apEIwJpiyoQqtbaH/Y3x60zJr0uX8Z8VYg2GDj6ABk+hgSaImGxt2+v5LrpZwTFQtYww6TK/XzQGigtScOuXhmnN0lKOI3336Z10EjLZlH5V6QXyvKH6wEIA3limCgFOtzUfdtr6XaLM4Xh2G2igbVCN0xWl3kYNMZnbd6guWBK4DKH9mIHe4GLrQWuOV3IBkkzKM0GsCWK/NWmetZ95GjjSP/pWmglujQEUgmJAJ0DoBBijfBiWx6evK/5bVKaZOZx8p4k5LuA4pJrsRUzs0x4unN4HOmtyq9CBEUjdROZefTKBJXprkvYBiJ+BzXTS4KrbSaXpoE9TCVL8sbJzRJONLgGw7nwTTM1bRMWLhESiEXSBbVt+501m6vLKR5/DrU+8C4frGmD2oCqYNbAKrpzbX1k3ejI2gd7dcwFg8660WQjxHZO1iUmoWEI7WU6QlAODO7f2jVdhZQreBEwWOSkqcmWZQb+TpdTzoM1odu5PC4TvSjYG6Chdb1M75+x4xC1oGdM7tjz6UdICNnsMG7FvtcSXTEcbjbkUWfyr5rvVVIhfkk/K02aon2y/qpbK31WYzJnT+lfC6u/Nga+M6ZYd0ypKC+GFK6f7jk0HRhCXQ/s72W5ekuv275QWVnR+UFlzOIM8SAD+ec/Wzyr7rmvaMwplu2m+seWf7AQAgKsfXhnKJ0gWQc8GL0Q2+301leR8kybNBVWa1ea00BQ25OCe9aeOLOZn7kEhKAbisLfmCdKXWUd8waI9z8zhbMv8v6+Og9YtimD2oCp1uZSzYr1iwiXPkdynyildKFRaVV9tv6wSQujzdKZdop95h3pRGTaD584D/nCzJhCth+5SwmSuCu2Q67IZ31tx2kKR4PiX1z+GU377Cvxq6Vr48ysboLAgBb9fNEabJ8EkdwSN63pLXNd14eIH32Z+lwngcSo/duxThzLXkQ0GkLmzNi3EQlhUxG0BJ3ul2pUXw/dPGAI/+fJwRgiiu9ON/3oHAORBVuhF53JqR9jU74evGr/R5Th+QYg3lTKBmE7S6MwkyZihejx0u5BomRsyWmvdNPqNmSGEa8M+88PH34XL/rIsa6ZaUlQgfMfTEfbYNu2f0eIwCZANq0d8ZEiRpJ/oNM2y8OKyufQwZ/Jlu3bhA3/ceJzYhD2Sd1RSiCooThRmeGGQRYcb37u96HAtVkK0aAMk5Nq0sSdGFYFCUB6ShDmcaHCgS7QdDFWHB901oDfBrd59Q00bnUdA5MdFB1Cg/xVfU34dnocEGcTrG9Tlq2zCWXM4XVv7f7/r+Y/Y8kLmCXrlo+3Gx9KQe9QJv6L1m6h6tBBLt0spp0URaYKuemhl9m866V/UuOBSu4Uuk5QUAKBrW2/B9YtTRmT/tnk7bceKTq3VZk46yAKbmBDR779MKxWGXE7MZ4zrAV/iol/SfU1nEkQvSuhoWqp7cujErNz7bqKRdhx15C4R35rt14B20Djre4ER5PfCb+7Q9dIlguajWtpg0mVc14U/vLgOHnl7Y1ZbZqMpIdc4cMQ8xDxhyq1LAMDbkMqOZZrzyPG6vH2Ev3NzkY3GX1SfYyQbkEGtA0zoWyU3zbL2CYp4KJHlCYrKnUHl/yy6QtgNetp/tamAQlAM6Jwoddh2U9P3iZ6MugsiktgmxWIzw0e/EGE0UxEavdAqXXIPIk0Hr8pWvfiiiV7WJFf8bbnvO13iVmVgBOo8rTmcQdcUaoIS0G6Sa+i0TiIfDXH7e8IFveFZUsgKQboJOs7dRNel+qPmMrQJnM37ZvvkeD8k17Vz6CZCNWlWWmPQURJaPAz5tjcZRXehHwF/fypzuIPUgpv0EZFWwNQZmyAyy7x4hloTk80TJFhlkCpN7+/ldVv2yU7mXdO1YxjrA5Mz6XFhbyZwg2wcFG1iERPI25/5wLuuYZXJtUmZhZxVggwy/hekHLjty8Oz38uGbz4MtKhNvzqpp/R6Xojs9HnVkg2UT3boo7/pWPnpTuH3qiYNm7vpW3PU5s86UoYavDiQmcKGIW7/y1yAQlAM8AkObUliZ/P3C8fAMYOq4J9fn0hd1/vdpLNv329mNhOFT1CUZBfHDV7oSnEUpfS//ITElpX+V+SzY1P9Bled2I2ffL9AOdjSp+nkb5NHIQqKE5cQdO5kb4LNXkNzKdFzENWP1uTRgh2/e6YTguKcvlygTSb0xxLsNEG2tfJj8/z59hSFr40S3XgpiiZog+3zjyJpJp0Phb+/lEII+v2L66jj/McDpPtOmPDShKoKtUBLrip6PpfP6gcAwOTbembNFi6ss/r6si5p4itkMsf+c5mXbHR/RriUaYLqXX+S4CighRqCqn9lw4s7Dgzp0jr7vWwu5W9HdH8jMzlhxvZs5/uN1CQ7dMe4dpGNj+9vkQfisRU+2nKa6nMUAqAJ2bGdqrwuhYcM681xwRlhp3FyehNSBKEQFAfVrdWO+TriGkbogbBXx5bwu4VjYHi3NsLrmoxl/6IyUscBveMZx9i6evNuJqSo7/qUTwlAkKSPdgtHlT8PP4nt2Of53diYw4l+Xjyxhvks0ibpcl8FYd7QToyWwCSvCADA46tqfd+Jnh9Jrum6AJ2pHcotXL6gIH5UUeG6LhXS1aIeFu+D7aszb2i177swr9/gzvrFWBh0/aVGkocjLhpcNuRzEH7xNKU94H6jm1BlaixL5BzVQlXkX0BrmLwFsv+4GQPTGiA+/w1tmjq0axv19bly25cXw7fm9Ie7zzpKeR6AWX/+3r9Xe/Wq9wsjNA0NZjlpyDOZL3jHhOUSnyBKNaiahzxzODYMuqzevDAsTpyb+UNwXV30wyT4RJF09QePvWtVFu/3S5tOm0YvpaHN4cozUTLpHGBh6asQ+EVTdtjNTDJ2hAlKkm+gEJSPWPZT+nBV1CidHbhjMGgmSVybSh9QO0einTaCf4febjWsqv8LH3zGfO5UUao0o+QnJ/ozIwRptRrp38f2bAfDu6YXp/zgLswTFEN/OHSkgdE6FRn6BH0qMK0Q7XoRAct1vUhWjgPwxoYdzHH1GvUZnzRPhyhhrQwXPPMzvZ+GV0+bHBa2i97jhneGv543nvnucAgT3+7ty6idYu/7syeG22Ul6G4vrOBlKwTX7j4Iw254Eu59aZ3+YAm0wzpf/YKU2YKYnMe/ut05x/7fLRzDfFYFgKERtSs9lpCxiL/+9V8YxAjG2eNdVotYrQnBzV+/Q8sS+Pr0PtrQ3QD+NiXh9GloQZaMAbIonfUNLmzaaRDlK3Pd274yXH0cVS4AQAGTVFehCaLmM/q9DxMdLusHIpr/OHM4GbZR52xQJcomjOTyIQUhyMKfDoxAWi+oab+oiVUb7i99+Lm0PqZcltHYeud71/3PxZPgxaumW5WXj6AQFBNJ7z4S2reUOx6//JH/paBhckzEqNb+w6Ix0KVNC/j3NyYpjzOpg00OElKaKJqayqenQaEJUjowK+py5h9eYz4XpBylWRY/h4zp0Tb7N2MOZ+gTlHK8HCW84CTWBEXfH555dyvzLPhofDaIdulIjV9bvz377HoIIjs98Y5fs0Tztzc/hfe37IFfLf2Q8bmQ0bWtuSbYdQEOHE4vsHT5lVpTUdb4AApR4jiOz/Tlo8/2So4244WrZsCSb06DCVRUpD+/siFUmQTdoiLsUBbUnv+Gf63WH0QxlDJfumae3GSGHqv4utFBGshRdF85/eju2Xflw5uPhdevneVzZl/6rWlG9RX57tFCQl2DeGyVLdwaGtxsMA3H0W+88DvdvSvTkRTpBf9ZE2rgN2eM9p3L95kzx/fwHUM37RHFZhkAwD+WbYSPFRoJHj44iwwSJY4ef2Xh1gEAduxPWwhs2nmAqSv9DJgw6tztiNuc3wz0IEt73TtGm+ZFjS5AB0A0ucqCCC90niCV1UlSmG5uD+lSAatunAOXcOkN6PXO4M6tmcA9jRUUgmKid8cwOQyCE0Z4+XyfP2FdFPBFzRxYBS99e4Z2YGTDxIrvy+Z+ST1o0y7ZRE1/5wVGUDcKP77QReocLBtceb4aAP+Co6y4IKteZwIjGPqVOOBkJzxeqSAMQR3TyE1fi0z0xxomBuT54ig2StfzH2zL/k20bEHvY/bPnodbn3gPBnznCe2xBRLTQTpfiIcLd2c0Bi9/9DmcNCqtRaKF3J98eTicN7UXjOvlt8k3Ieh5NGEde7u0aQE9O5QzuTf48LxBiVsTlJRTM13NXh2o3DJ8niBqoOFDb4+gzZsFt01bChQWpHzmaADqnGQ0om5OL9bJhoxvoS15HHSyYJNNF/653nT8kMz16HnDHxJfXCf19YgmSFavFYYJL2264l4qLw6tJV6WyYMj4saM4P3Rtn1SczhVyG7R/XmBW/zvQTYwgrRGaWJNfGtwjEgrYn2dAPdAB1fygkiwx1x+TD8wIYrgUKZCkOuKoy/mgYFQ5KAQFBNhpk1rm23qcL6TyuL2i6B3uW3MbeKCTfwnxqapSovS3f1oalGYXRwLQ2R7quz0v4LrC473fvM+63Jq8LlsfNfhyp4xoJKJfkZQLdi+dt8bTF6HAsH5AOLgCnGZM7CO0OlrfH26OhePjIHVbMSrDZ97oa0fX7U5/UcCg7gszOweQbhkvs+QRerEPh2y331pdFe4+tiBgXw5fvTFobA4ArOzhoiGA6J1aB9hqGztAizkLDdrYLrOHTSR7WgBhECE2lOO6qa9DqMVpfqQ6rHzWlt2kSPY2InwPRYJDu8xTurEX4QbFyU3VO/S5l92QtDpR3eH9pLnY/LaiC63iNIOEWEzSTPxA1RwDHqDzHQYYLU/4pP4ZyHawCFHiGaWbJfVVCqKTbRJ1JhIE2RcfPnqGdbnBLkDct/1lDkc3xZtNUmHs9ePoOthdDg/KATFhG2EILpvmXazSX06QOfWpTCqu7dr7HMWVZjHKesQYV8PHB3OYMKxqSZZ9Pdo7yWgJMKeMLty5u0gixO9Joif7L2/Rc7mNA0uwL9XyANN8E3Rq2NLn7kegNoc7snVW7y8SA6tCdKbw63caLbTaUs9owlKNziJ3kaEVlP4HWz6eew+cMT3XVyocjrx8PXhQ+KGoby4AE4+qrvxzr4KnSmtKUO6tIZnrpgKz105PZLyAPSLIL6Nv8zl9dExvFsbePryqVozMWJeSvPwWxsBwAvSIeLqYwdASWEKbj5haPY70+fPb2AUMAtf//FRdn/6WpP7pheoO6mIoaRqfPeTLWYbGmhNkL7P0vcnG/Zc1yx9geiYhZSf0H0vbwAAgLc+3qmtl4qgzU/3B5VG4LhM1NATRnTmfHzFx/OJX0UmjqRtRNNf1hxOWqP4CaShSajGpN1dKvorX9/jhneBNmVFTMTXOFgwrNpYiJcd1wRlIBSC4sJ23c8McoYd7U/njIUXrprB2BfzgoMu5woNmyco9729iJoIZdWRCUrfOz6tAbuBym9CngndJiohiLQHmdi1wpwj/1ghMMmgaXDd7EQrwixwg95050hdZpFR4GTbgQ+EICqD2KaHpVs71h+AvhS5Rz4/kyl8G/Wr8keqSqJXS52QBd/z33maSXVNTfK8RPkOy/wdOmQ2WTpbJFjt3bFlqESXPLrbpMe1m44fDD+m8qeY0qdSX+diRaLJg3VyX7LzpvaGd26cw0TqNF2s8Ar7FDOPCPqbpLH6Z96VPkKTTTH0tURCW9b8mFuBt5D4Z3RoWUyZJ7O/PXTBBBhbw5p1su+IwpRYZOJlMBK0irCPEmzeSfpQ+l5VXaM8U+eSwgLmvqXR4bjvRVpsE3M4fYLr+ExKg4xyQYbGUZSJsvl1MnNZg7ytWpcVwRvXzoLbqWTYwrIE36malQ8GMXNgpfF6UBS4BCC6yJL5BApBMWH7zs8e5PlBmO5SOI7jG9z4sc7G7t5We1UegbOhCsYkRHKMbPBdOL4G1t8yH84SmALRm4yer4i/jM1UtB/asZGGmah4IcggOg+BL/tP54yVluW/XvrcD7fuhRcoPxgRh+q8fBdkwuM1P3Fm9z51bHfm8+DOFdm/yYRMbss2KttwKqRucWEKvjjai9JmOllHgcwcjk9CCuCvT32EmqA4IvoBsP387+dPgK9N6QU/EQgWfBSyuNA9U9Y3Ir4pT6VxW7tVHViCFxQKDTaAAABqd7ObEzoTYllb3b34KPjalF7wx7PHCn/XIXSaJ5ogjXaKcFTPdp4miGuP0T3awl/PH58V1tJleYXJzDV3HzhipBETNUulQnvHR80yxcqHld4g4vycZJAxM5UyM4fjI76ptGbLP90FazbvZn4jz113W1FMKTMHVgq/5+tskttHVF9ZMKt/fn0inDelF1w5xz6/D21SrwonXliQ0goYm3YZRB+kmNaPba+0H7D6nMcvmQznTe3F5DKic/mhTxBijOki5vgRneGuM0fDQkF0miDwA8Lf3/zU+FzdAprnitnhsinrKIrYHI5AtxGJRiQSUmjH1O37Dmu1e6oJTjfA8fIVv2NDV693x3KmTDLBzPrpc5oasrbt5BJ0Yka6PBvoXWzVDirt4FvTvozR1mQzzFP39dmeQ9prnzAibUYwtGtruO/ssXD1sQPg+W9Nh5JCT0g3NF2PBFk/ECWorOnATrw2PhH6eoQuAgDSGwBXzfUmRfr+ajqUwzXzBmYTKtLIhMGo0V0l7nxjBFUC0qfXbLUqiwkKo7jDVRvZRSkbTMZ/vKxPdGnTAq6ZN9A4PDZh5oD0QutswcKTLLBlUcoIJHCHa+ATRI/JKQfgqJp0v/uKxOfq4bc3wuE6/YAmG58HVVcIv794Zh/4w6Ix1kFHbPofvSnJmsvLCyGWDY7jMOeYjifiwAjed4vveZ2vZaZOag4pNKGmLBxfI/yeb1OT6JyiNnzoggnCY4d3awNXzxso1WCqoPMEeXNQMuOiaDjS9YOB1RVw9bEDGR9m2n0gHyyEogaFoJj4zoJB0Ll1KXx3wSDlce3LS2DO4E7MBBqmn8kcrW0xqYPpoKBK6KfCJKt5kLaiF0XEWX3Lbv9im57gHnl7o1gTBPRiJXjdNu1id3T9Dqve51al6QHKG2DN2/dwNspRCh7NZETnk97aagTvXXwUPEJNIHsO+QMAEGgt0/rP9wt3z+lb/+sbn2ivT5vwTOnXEc6b2hs6tS4Vm8EkMIiLolEB+AXbr07qyURLA/Cy1EcjBEV3r+dP7aUsVzQW6DaCrg6YOZ3Hxhwuzqcv0vQFJYh5NAD7bETnRd3/f7twDLxy9UyY2q+j/1qZ1ma15XJtqEl0ONos13EceODccfDqNTNhtMJU6bV12wV1U38myH0jHJg5sIoJEawLfgNg907SZsrMWYoiSChvB3gNnNl1hX2G+ruWSzQti3jGc9dzHxldX0VByoGbThji+57e7CLH6RDVVxZYIwyeP5Vr3FaRXZtrB8exc48gvLHee3+aoAyEQlBc1HQoh/9dPVO4Q0ZDFrBRRZ3h1Z1nTayJpFwRPTuU6w8CuX2pDrpNZOGjbSZ1MlHSg8PNj60BALHPA5175lBdg9bEURUdTse1j6ziylKXDcDaG5tymNIErZXkfhElS1XRuU0LY9Mrvug+lS3h7Ik9mRDidEm8ad7+w34BS9YH6AHfVZgiRI08EhP7WbVoisIcLsoFL13WCEniQT7ggCrkOwDA1P7+hfOoAEkN9YER6GOtizcmygiKOo2O2XlygSMqClIOdJL4gxH/P51gRvLebNx5INtnTObDgpQDhQUpZdCJ9HH+70zfDd24Rv/KFynSiNPFtdNESKTDbldWeAt0VY3qKB9Xpt254+57eT2c+YdXfZpEEaq28nwtk1kd84/jmEFVvv5n8myTWsuTqtBjYVLaFGGQiwBj1JOrt2T/Tuo5JwkKQXkCO1EH72iRaYIMOvu4Xu3h+ycMgQe/Nk74+2MXT4Zr5w0MbOpH76zK/FRMWurZK6bCVXMHMAttL4mZ/DzGbK7e1QpBJnbmQREtJLL3INC0XTCtt7AcIgQVphwYJBFObc3hbG5TVNfvfmEQGxabKpB/7vsO+c0qZAsmkf2z48SbvRzAPBytqn/oJisT7V9ct/mNGeIQ5rzm9nCdWjqn/TsA0rm07jpzjHV9dAvmdzbpF3pRQOdZC0sh4w9p/iBVC9/072FqZcewjI+ezkF/e6bdbn3iPVi3Lb0x8+kOfSAWk3vp1k68QePTBEnKslHu0ZHxAADalPs3Oej7v/4LaiuRl9d6ERnpvFF7FZp22seV7gv1rssk45X5j4qGFVUTZK0GcrA2nty3A/xuoX+8EC3+v81pnZMySSPJax+lrC2ivbJdQJAgmiBZot2mAgpBOYYOWUwI08/4BZhuNzYsZ4zrIQwNCwAwqHMFnDulV+AQvfRLLBOCTHZVenVsCRdM682YHpnuNGav77rCBTxdjE/9rL2CHD4hnsjhWRW6lA44QENsxgtSDuw9eER4jMgc7qSRXQRHZupjMbDSwSZkMA7PmbrsOXgEXvpwW9aHK31c+t8TRojrRj8/OkdD3Lk+ZN1dFjiD+DTR6AS16+anF1DnTxULu+nrRXufPdqXQcoBqekRbw6mSwLI95uvT+8jTN6pQzex0/mZ4tzJ/P0L6yIrK6g5nEgTRPv5xBUsQ4XOHI7mmodXKX+nMenfXxzVNZvnSVanMNeQ/fyTLw+XmPp6J+iiDd77v/XZ4+jn9v3/rJGe88KH27LXoTX679XuyQoCXdq0sMoDqGqDuKNufnN2egypFmgbvyQJdS8af6sqSrI5u5LkziVrfd+FHZdN5y+h6WmA95/ecMvF+BE3KATlmGzEkIhMNnzR4ajdWJvwp/kAHSJbLgQFK9tkIKIXV3X1DWINiWKCD/MceZM0oTlc5l+RVkCWZyOrCVJscYraWiXo2NznP5Zt1B5DF0fqcuYfXoPTf/8q/HqpN6n84ayj4J0b50jNcZjFMWWPHUYTZHKv7crFC3lZn1swzC8E6frnlH4dYeUNs307nGwZyiKseebyqbD6e3N9fkwEftGn8tOIEt2igPk5xjn8yrnRBYqho9jZVFm0WdK5TSn1e7yLmGkCE0edORzNgSPmDvSmt9JR4OvBj2e8XwlBt+h7ff0O4fe9O5b7om7yRRHfToIsTwx/nip6JxnfHYdNwvmdBYOy5t3FhSk4IsqIDTI/MunlIo+6ufKG2cxGSOuyYlj9vTnw4lXp5Kbv1e6RnZpFZgZ69bEDs59d14Vr5w30HZcICckRoq4bZAOQdntogjIQCkG5xksoF03v4gcjesdHd4kOVGJVnb1yEtATUBQ+QTRGGck5TRQRNmYP8nYWVariMCr3gZ1YTY7QpCPrUOw/X+akfZjSBI3tKdbgiYQqldO3jYrdRDFJH0MCVhDN2AOvfZz9zXXdbF4MIYwMRDYbHKOAGzLaG7wXJGIVj2yBJ5JXTSKr8YsonqhNPgoLUkxOMv/v7PWSsn3XtVVSu5dRbjIFDowgOC9Jc5bfnDEaTj+6O9yz+CjhNaNMF2My7gzu3Nro+cvmO1FQBZp12/YJv+c1MQD+94EfJ2S55IKsDVKOw7z/RQWp7PXrG9ys71BJoUHwIcVvok3cU8emI/WNoCKGmtKqtAhev3YW811ZcWG2DXTPA0DcL9Zt28fMa4WpFPStys2mcNB3cMEwdcJ1nqjM4a6dTwuLTU8KQiEoxzQIdlJCaYK4jl9H7fjoFqB0pJsgZilxIvUJCqkJ+uKotEp9Qm+xQEBooKK71FA7I/Tl/YERgvGNGX1gWFd9MAmyeD7hzpfgABfmWrbQf39L2ua+MJWCUyRhZUVNrVpoBgkdCgBwHhVxjIY2x9u+j43aR+9g1kl2M72CvD/rqahJOjMtFSYLe5nw8aEkV4zoPqIQIGJMiSOkKOkLZtAtEhkte4z1UPke2UaOKwiovmLCgWfOo9/dMP1qyTenQZsyteBdWlQAN584FKb393KU0NdU+bPYorqX/146BX528nCYNbBSq/kNsljX4boutC1jBSu/pUAwsyaTJK58yT98fE22T9U3uNlx9IrZ7Fi464DARNqgmnQVSb42esNoYh/1/CqFEySPGeQ3beQRjQfb9h5iAtGUlxQENtO3oVhjEmmDdr7jED3LIEP0dsrXETVBSAz4k3WGsVvnO+mkvh28K2m24eL1HgqHTBMUdFIn7UT+1eXHOESZFTLLE+r6JUXc6xTwMZ46trtyoCTmVvS9P7ZyM3OMbOJ/c0PafCMdWSl9TCUn8PJmHACg1LiUSkxJdHSQmI3RLHnvM+lvNpMYEYJSDoTKyfWLU0YGPpeHPD7R7qbMnNGGpHM68M8jKQ2MbneTCWMfY5uokvvOH2q3i0vv0NuErGdz8pB/o9lg69mhHBaOs393bPqhTSAfVbH9O7WCE0d2FSYUTwp+s0XXDEfViHMOkfeImBpexAUmGdCplfQcwodb9mbfkwbXzVqI8OP6/a9+DDZ4cRGofkeELarfmoQPN2EYlRDbxoTRAQdKiwrglatnwmvXzMwkJ42kSkouE2y4Be2Oz70vnwtF3PPSeuaz4ziBNEGHjnjj2v7D4fM95RsoBOUYkU1tOJ8g9mTafEU7l0ZpqxAx9ZI40EHbit4VA9BP1PSODq2NoAc0XhgIKswWpBzhwueuM0fDuF7t4KYTBgMAwEYqghJ/tG7iL0x5iwNe5hGZw81W7MAR4c/EtAIA4KYThsDkvh3gDMmCyrQXThHkJmHr5T0PErnL4cxEbBmv0RiqkO04i6oTxSZlkAkvDH5zuGSua+MTFGeVaE06T5nB7j0NvTjlkxmrYMaxzJ+6ZKVxY3PN4wVBQmSYvsc6TZBNk8j8dkTwAoauHWTmTuQ97pzZqDt4hJ0LRSko+EsdqmvIflff4GY3FXntraiKH3/uTx9B8MyM/fVV+S6ZwpdAb9jNGlgJIkSPm9SzU+tSqNSEVI8SOiIfIei6oE6wBlIt2fifqlqVBNoQoMv5SGL+2ZhBISjHkAUnHV5VF1o2LvJXBIpDE5Q+jySXk228E7vtJ96pzX7XssRbXNMDGpnAe2XM5cKa6vHMGdwJHvzaeKhunZ4M6TbhtTe6wa4g5eWR4AUukdZdpXUhAuKvzxgl/J3OxN2tXQs4c1wP+NM5R0vN6Exk8V4dyrX3SO8+vv3xTgDwFsG/kdQ1TjpwDtqk74h2Lgsi0ASFXe+SnD0nKiID0vAmX0nllNALQcnU4+he4p38INAbCvstTMhEFgW0MJwLrYjNJR98XZ8c2ZYo77lrW7XFAI3tmFxYkBJG9SSn1e5KR9ak5yIAcToE/t07XN9AbXq58Oy7WwEA4BCnvRQJljIzXgCxoENfByDtlxx0f5UXIoZ3awNXHzsAfnPGKKnJt2jzJ1f7u6JHHnQ4ciyFS/7aY3u2C7QB2KBYZzQFUAjKMeTl7EX5mYQRgr42Je1nceyQTr7fijU79fls7il78S+d1RcA/IkadZCFJzFhkQ0OZAFF561oSTuwUqedN7U3/OaMUfC388cDAEBRwMm3IOVYC6RXPrSC+ay7dGHKyR7DO/CKtFCqhSRpy8pW4h220T3aQo/26V3yH500TF0xMAvKEXRhQ+5j7pDqQIk5wyDzCxFN2lHkMgq7+L9n8Vj49emj4GrDKEo+c7iEBhSdWWRUkTfDYNsWjuNkQygPkoS7FyFKsppiNEF29YiCXIfVjdIEkn9XZdrdPpUtYSD33EyqcdrR3X3fbcoIP0RwWbOZ9T0TbSapIoPRc+n/vbIBhnTx6ik6r4tE8HNdF175aHvmb/F1HnrzU+h77ePw34zg1q+qJXzv+MHC8miWfnMa3Hf2WBjZva3vt/Om9oa5Q+TmpaL+Jg7sGn+/FPW94Jujdsfz/khB34OhlH9yYN+uPAaFoBxDXk564Rcmt8+0/pXw8tUz4M7TvJ3uW780DKoqSuC2rwxXn5yrFYIBMqfA40d0gZevngG3fkm/uKYhk1kd5TAvPM7ClKKoIAVzh1RD+8yO/+KJPaF7uzL4+vT0Tt13FqiT4/F1C4NuAVyQ8qIF8bs7ZAePzg1kInSoIoc9e8U0eOXqmTChTwfpMQSdsG5aHyHUaW9ltENxwPtZAfiDVYiidxFsFo73nHWU8PuwQlDrFkVw7NBq5XOloTPcA0BiuyrHDKqCAZ1aKQJ9eP3bJgSzLbJFVZc2LeDiGX2ty3v92lnw1neOgTZl/k2B276cHssfvWgi8z0THS7zL+0gHVogCHB+LkzwbLCpHf9aDhcEsBnVvQ20Ki2CCi56o6gd7j4rnezzj2ePBQCx1lUXdVA0VAjHlMx3O6ikrvsP1zN+jqKIk7LxmH6Xtuz28r9lNUENAFf8bXn678wreOb4Glg4vkZyJx41Hcq15s4yRPcuMtVOoluaPhuzsuzOu85wvaGDDpLVWeM73RhBISjHDKpO78LQk1NYW9rq1myW7K+M6QavXjNLaDtMk89TlchPhVDduoX15G7qE6RNlqf4rW15MTx/5XT41px0LpdzJvVkYu7LSKXCq+/1phe0OVx6Ervir8thxac7YdXG9E7jcGqX06R5VZN1QcqR5vMJQtiAGHEj6q9DJDv6IoHHRhM0fUAl3JdZRNEkvfZ85G02B1RSi9/SogJ44tIpcMsXxRshtGPvtj2HhcdEgex2X/r2jEB+CC2KC6Ra0S+O7grrb5nPOIoDsBsopF/RgTdy4xOU+CVjo5TTulx+jD83lGzTQNQOMwZUwfpb5sPUzIJflIOrPHNNEk2T32ARCd9iP0ORYATQu6M3bouipMqWI/QQx4Zhz8ytgjEwia4gSgTbSzPv0ibbUSIO0hAM0XmqZYLJWsOEDi1L4PypveHimX2lOeIaMygE5YjHLp4M180fCGcKIlWJHOCSIJ837GTJ3YJC7nXD52lHP9lELVStU1WxFb7+et547TEpx4FWkpwRpuhU/bRP0IEj9XDl31fAQ299Csf98qXsMbSZURTmWVFikkdHhK5drlCEz77/3KONr0MHffj5ySPghycNZSI1puvC/ktju1gVL3BybIZkcIzIbDdqaGE+zqi4UUXACgPdD97ZuMv3e9jXeHKmD9uUE2U/1IXoDoLNGM6bGLUW1Od/az8XnisMP23Au5kEoURYGcL5yYiqz99Trw7lQgsDfn4TPSsTPxAmMILA7E5V16gR5XITPWNaMIorsXPcmiBVSbZh+VV8+9gBoVJL5DMoBOWIQZ0r4KuTewnt2aOIqhKE/FrmssiiwwWFDNRrP0sLQbKJ8KDAfCaMo23HViWw4obZymMcR21aZsJH2+TOrADp3XGyU1fX4ArDb5YWpeCpy6bA0m9Og1z2jk93+KMTBZ5INCMeH36WZkJvvSlftpzpfeCBc8fBmu/NhRNGdoFTx3aX9psvDPfbt9sKeWKTOqsiIsfkGSmT3UbEwGovhHCc/ilh39kooNt8z0F/QIWwAslRNe3g4QsnwGtcQksVr61XJ7icN9RcEKa1Fja8du3MQOfxhMktE3RaJ+kZyEbUix9sY34XPVHy3ayB6aiev180RjgekP5Aon+KInYea/F8ALyNBpE2PAk/HNF7KMrXU1lRCo9fMhleuHJ6bHWJ1CdImDBdfnwUwXWaA9hKeUgYn6Aw5HrnWEXUbcLvisluXZTDhUwsQakoLYKbFM6h/HMYFyDqlC64xntbdsNuzc7klt2HoG9VKyY5bC6Y9KMlvu+CCqK6STgqJ+rCghSM792ecVrmtWnkUiTaH43tuyjaIc/1+2xyeZtoW0GhF85JRonqV9XSSPMbJfS6h9wq8UlM/x6+T4zq3tYX6VDFU6u3KH+fMcB8PL3lpKHQv6oV/Op0u+iOsqAtAHbbO18ZI/Y7ozljnD+4gQ2/XzhG+D0Z8w5z5l4lgkU/efd/t3A0rLpxDvTq2FJqDgeQTr+w6sY5QpPmylalwjmPfpU27/J8gsi1RX68SVgUiARV2abSwOoK6NZOHto+LJt2HvB9ZzPH3PAFz68nqCYRAOC6+WbBbZojKATlIbaZgaMij2WgyON38/dqumA8dkgnZkAN2mSjFOp3spN1z1lHwRnjumedZm3QDez7D9dDfyrJnsiRf/dBb9BtK1hkLxzfA34nmbDjJrAQFPCBiXYSbZHtzInuxXaxMLC6Ai6eyTrf+wIVJIzJZH/elN5w+tHdhT5NcdTjUIyBEXievGwqjO0ZXdhsE+h+I8pBl2dWrQBgZ7bTt6oV/PeyKTDPMvmsClU3pZ3zf37yCGlYfxqRn5ANw7qJfXdlCZRFTv/kOdNRBkXmcGMyCVrp40S0K/fGf2KpQkcRfX/LnuzffIhsmqLC9G82+ZZsEfWnvpX+hLJJ8H7tHv1BClRR8HTQFkW6Dc/mDApBecihutxk5U0qr0cQohYL+YWn6Z0XFaSYXdCgJjCDO7eGX58+Cn5+8gjm+7FU1vDpAyrh+ycMlWbGnjFAnCwOAGBgJ9YJ/8nLpjCfl773GbNjJrqPjtR9tm9ZAvcuZqOQfe/4IXAMl0SVT2D3yIXxOJwGjaAXVNMzua+5KZwMn/Yx0+tEO5dBhLx8s9k2aeoWxQVw84lDA0eCsuWBGPLQ5BO0oE0WoZt2HqS+S7xKTFjdCoGvY641lirt4J2njYQfnDgU3rxuFpxgmC+rtCjcskpWH5k2Q7RBI2pSkRZQFlGRh54fiIm4rNnIOPeuQAAgY91aKvdQdSZgzvT+0YwB/Hg6rX9HJsxzkoR930TP8aRRdD+UvzvMhki4ajRpUAjKQ6IOAmBKPmuCVNHhgsBPvDIzkZMz5g8tMpNAYYEDpUUF8MrVM+G1a2eG8g86dmi1b0eMHeDUdFOYEjkpgIsp/xZVUjsAcUQdvi7T+lcyTuYiaNOulAPCPA9RENwczkOWBPSsCTW+78L4AhAKJIsYVU6PxkyuF7ciduyLLzocgDi6VpLQCx+yaOfNp5LmjKM9P5MxNX7NmEjr+cOThsZaJ5o3NuyQ/taqtAhOO7p7Nu2BCTKNjSlSIUgyJqRSjm9cFm32iPORmdWVFoKIqbUr6VYqk0syjq6mch29dNUMeOziyfD7ReJQ/7YUcZqxsObrYbD1pzKBhMcH0PkEeT/e/eK6yOvRVEAhCMmSh2uWLFHb8vs0QZJ7J+YPBzPauaLMpNGpdanSztymHr89c3T2cy8Lx1+VVsMBNueDLgEpbdMNADCgUythfpJfnDwCju7ZTmq+RLfrwxdOFB5jgs5EJmjwEPqx960St/UNx/n9tdqWh49KJfMJEi5YmoAQlI93EPVmCs9EgzxYcUL3mzaCaHWiRMhxQ+eZEWkrRT6HfTW5cfIZ+j3/4ii7JN4AAK5k3141JvA+H6a5x0zlNdpE/0gmSBEdwZS+nmpsFmmtUikHBnWuiGzM4+eOuhxuAvC5omyhX1cizNHzharF6KAz+w7nxrqoMYBCEJIlv83hYtYESQQKMqGRwShoaGYVIsdWE1Q77S6woYGrLPOUyBLk1XQoh7+cN15qvjSe2gmXZVM34W5JAlDCyx+Jw9Dy8IsuegI52cDJmRCFDbuNZkSkmTNhakJmZSKquTxQ+agJGlgtztUUFbm+ZXohSerywgde5Mdc2BjQY4loM0b0TPY3okVbFy6BJJujz14Iki2cRVqb40ekxyXeL8g0T5CpWXFFC29BTSxV6PvsRM0vqiBGJomww8ILWrkKNAXgRfaLAlq4Jv5b0/rLTeLpd61TgDxlzQUUgvIIkYNjknwtk4xtzuDcqY9lRD2O8btiMnOnQu77KMyieOis4wOqzR04VfOX2wAwtmc7uHfxUfDct6ZZ1ynortzsQVXwh0Vj4KVvzwh0PqFb22gi9vC7zPRt2UzIUURotwl2ENQk9k4qalbSu+l3nDqS+ZxrgUDEYEnC2qjI9UYSLXiSMXPnfs8peq8gbHbc0FGt9h0yu77pcUGIWsmqMt0LorEuLymEX5wyIvu5d8f0GCbagCMLfn4sE5rYCsM1mzXGCSM80+EjmYX9dsq0tH1Lb8Gt0uLHMX/y8HN2rtwLAPRRWnXQm7+nHu1FHXz2iqlw15mj4WRDn66vTu4Zqh5NGRSC8ohcC0HT+1fCK1fPhF+fPlp/cNJEbQ7HjdNFkpmRV6XHYabUpqwY/vftGfC/b8+wUp+rquJkutK0/pXQo73f3OS8Kb2UZYcJPDBzYJVvd9SW7hGFLd3PLabo3VSbZynKF2WLTXjioInu6AhPNmGMo4D398hHIShua7Bc33MJ5ZRPuhvdz+M2BxRBCwKm78DS9/x5y8Jy15mjobJVCfzfV8cx3/cMmQKgvESuyaf9sf6wyDyS5shuni8laT3RJgpZGPPaD9O8YaZDEr2ZRJK5j/vhM8JjVXMHGdf4ADpRwo+duejzcVx7ZPc22b8rK0phzuBO2jns3Mk9oaZ9GXzFUFhqjsSfqQ4xprSoAHbnYKeOplPr/FSbxm4OJxlMfs85FMZhDgcA0DmA0CAzN2pbVqQVpkSCEVN2jn1Sorr+x9vZRKt0cIKk/W74yVm1CzsoArOtHfvjDQKgI9daERFxW8YETeYZFRWlRfCNGX2gwXWzPn1d27aADZ+n34NcmAYFWQj26hh9brI5gzvBnMF+R/W5Q8I5r6veY1oLMV1husRDtxkRKkTjFfH7MtFqi4QTm+imHVuVwGd7DsHhunTdZFoOVXsQTdBxI7rA02u2Gl/bhiJO2suFHxxBlL/NBrrqQW7j2vmD4Nr5g/QHNmNQCMoj8iHjeL4S9TjGL7JVAsUOypyEH2BzydT+HeGu5z/yfX/1seEToyWR1C4JyrncF/R92URximKHv6zYfLiNImmrKERtkuRjF4p7QTRrYCXceNxgGNIlXrM7FVfMZvPUDOnSOisEBQ0oEoahXezDE59yVLiEozaE7RKqbk779tls7NDCKknQKpqjKjO+HnwahU93+JN0ioSoMoO8RwRiLSHyV6SbUHabC8f3yGqnFwythm17Dinz5QWFb+ccykDQNaRZN/2+RjUnP3XZFDjhzpdg3+H6xFIT5DP5s6JDcm4Ol89ErdLmd8VkpsqXcY71cWmCgjChdwd46AJ/Hp4oNBxNIToZgN9MhL4vm3uMw8xJVmR7TSS/xkIUglxUEAfyc2K2jXccBxZNqIHRPZJNkmpK0IAbYajRaJ1FtA65g25DWCsD1dwUtL3pXIGLMiH7RVch5q+8Juje/633HSt6H202Xknoad09yd772l0HsxHlUikHzp7UM1TwHFNyGBfBR0374EJRVHNy36pWsPz62fDAuePgrjPy0PUhYVATlEeUhEyyhpjDDygyh+FSboct3zQkowU7aSa7e7qJPx8je9Ho8hURKitYv5hc7ITb8pOvDNcf1AjIpx7085NHwM0nDmV8ppoLz6zZkv07F0IQPZa0yEdrh5BDgioCmI32l4bW7JiYuvEbqBdM6609J+XYbbwSU7afP/0B3HTCEOY3Wg6UTR1Prt4Cuw4c8Wnn4yZqU/ow2Fr7dG3bAuYMroLyksJILYUKC1JMJNfmTPObEfIYXqWNeEQ9jPEDNZ8nh8ALS3zkmXwkih2jfBD2Fgyrhn+v2Cz87ZpjBxiW0RkueXBZ9rNqEUhntueJSqsxpEsFrNq4O1Om+JigQSnyjVz7ldE4jtMsBSAAgINHvD4fd4hwEamUAzceNxj2HqoL5PsYN2HnFlUEsBkDKmHxxBoYY6kZ7FPZEi6d1dc4Fx2v8e5fpY8yWlSQshrXyJzw4ofbYM7Pn5cepyoxF/NKPu172Rq0OI4Dd51pHlADsSf/V3TNiFLUBPk4dWzaHvqSmX0jLdc0WSpv/pYPwoEOkzCk43upd4HyYQGrCj1rKozyz1mUrI9w52mjpL+VRbQLZyLg5LsWDmlc/JTSLM4bUp2TOiyaUANfn97H6NhWjUxYHaQIu16QcuD6LwyG+cPs2/3SWf3gNCosssqfzefjajB+24arpjVSvOBHa1tU5oG52ETMZWAEJP9pXKNNE+e7CwbDib96CS6YqldlNxduOn4InDmuBgZ0Ms+fYwK/GJUNzj5NUB4IBzpaGJjD9dJEscoHbUQrRYS7IM7WAACf7T0k/P6kkV2y0bR4enYohxFUeNIw0IsTWQs3gi6GNCJOHNkFBnWugJ4dyvNic0NHx1bJhHY/a0INPPTWp3D2xHB+YqbamrDY5DUzGb9t/VtVQtPiCV4bDu3SRl6vHPS/fJKBkkgWi9iBQlAe0b9TK1hx/exGYXKVFIUFKeVOW1B4MwDZ0MwLPQV5/mzmD6uGsTXhnbIL8igAhIigk8krH20Xfl+vmCmfvnxqZJO3yeJke0ShrU1MYpCmj+M4MKBT7qLVmdC1bYtsRLPfLkzGWfuG4wbDdfMHRjLfPnHpZLjukVVw5VwzM90gDKqugMKUYxTm3OSWbKJjAqhzl9GpNVRjc9D8Z2HIJ58gFILyD3wieQYKQMnAr2llKvwCbqJ4LoYkflFy52mjpLu99597NAAAfGtOf+HvNPmgCZJhUn8ZMk1enSKreJS7l29s2JH9W2aPT4dkD8J/Lp4EF0zrDX+/YHyocoLw2rUz4bypveC5b01L/NpI4+XBr42D86b0gpevngF9KpMT3qOabwd0qoC/XzABxvaMLyqg4zjwz4smGh1rYlJra9Vgaz4nIheaoHzyCTo2ZE4qJHpQE4Q0S/g5QhY1jJ8oln2yQ3hcY2BC7w6w/pb5zHdzB3eCJ96p9R2bryGy+fqb8O9vTIIFd7wIAAA9JCFKD+cgahbdB48b3hkeXb4JAABKQ+4WDu7cGgZ3DmYuGJbKVqWR5KlCmhdd25bB1fOw3+hQvdcDqytgzeZ00BWT8TtKczhTbLVPUZBrc7hnr5gKKzfugpLCApg10DxhLpIMqHZAEACQrYH5yWTb3mhMlfKFtpKcNPkqBAVhCOU/JAszmpQfggx6hxBNJhAEkfHkZVMAAOC6+azQuHW3F+E0jsAINqZsdEAHmpz4BOXYHK5Xx5Zw/IguMHdIJ7T0yUNQE4QgIDeHSzqnQdLUN4ilv3yRgYoLUpFqafjHfM/io+Bvb3wC35wd3MQuKHQT01qhpiSAIggSLf2qWgk14p/v8zboTMyZ123bZ3VdG6Ep19oXmnyqC5J/oFiKNEscLhSCTAhq3YIVgqpbJxMJyIY/n3M0tC0rgpevnmF9rsx2PF8W4m9995hIy+Of8/T+lfCr00dDO04jdvkx/QAAYHLfDpFeXw4dNS4/2h5BkMZJHOO3jRB0qK4+8usHpSGfnIKQvAOFIKRZwmsXZJnM+TDND5w7LrY6BWVS3w7w9ndnQ3Vr+0SEMuf8B1//JGy1IoFOcPnFUV1Dl2e6K3jhtN7wwLnj4K4zY4xURbX9BCpRay4iKCEI0nSQbW4NDhFp1WZc+tqUXgCQTg7930vT5ntdcpQoF0UgREXTtvVBEAnPvrs1+3ffypbZnX+eVqXsK1LToTzWeiVN93biQAH5aELQr0qd28gEVSI/msKCFIzvrU4oGyUVlLAdhQMygiDNF5km6L6zx8Lo7z8dqEzZuHT1sf6w4AM6VcCqG+dAeXEBOI4Da743N2ebO/k4lyH5A862SLPnsUsmQ2WF2MytrLhp7xMsnliT6ypoue/ssXD60d3hzPE9QpeV6wnxuOGds3/LlgTdJRHsEARBZPzx7LHZv2X7KCaJtGV8ksnjxHOeJLl7y5LCrKVBi+KCnAUFyHVgBCS/QSEIaZbMG+pF49I5kf7oi0Pjrk7OKC0qgOI81zxM6dcRbj5xaCiBdHr/jgAAcPakmohqFYyjFHlEHr5wAvz2zNHQu2N4jReCIM0Ll9rh2XVAnGsszBj6/Pv5nSNPhm0+JKR50bS3uRFEQmUrT/OjC6Rz8lHdYXSPttC1bdPcof/b+ePh+DtfynU1YuWuM8fAR9v2Qv+q5BIxiiihBE6+343q3jbh2iAI0lQ4VOf5ucaRj2dk9zbw9sc7Iy83bs6Z1CvXVUDymPzeAkaQmKDtk2XBAWj6VLaS5php7Azv1gbe//6x8MwVU7Pf1TQxk6ziwhQM6FRh9KzjpKgQdyURBImew7QQFIP/zayBVZGXmQSd8jCiK5I/oBCENEswaRlLcWEKiqjdw5GolYgF2rkYQ2EjCBIVvTp6QXuSGlve+k60KQwQJGlwJYg0SzACl58Cavfw0eWbcliTpku++18hCNI4GdjJC3+t0gRdkYmEeu28gaGu16682JdfDUEaG+gThDRLPtiyJ9dVyDtKC70Fet9KdM6Pg6JCuU8QgiBIUOjxRJYnCADgohl94EtjugbKK0eD+cyQpgBuSyLNkhc/3JbrKuQd7VuWZP9++MIJOaxJ06UENUEIgsQA7e8oyxNEjgsrAAEATOnbMXQZCJJrUBOENEswbKaY9bfMz3UVmjS0Jgi7IIIgcaBL+xCWq+YOgDPGdY/1GgiSBCgEIc2S8pJC2LFfnEsBQeKCCYyA9nAIgkRIlzYt4LO9h6BvVbzmzBdMEydIzRdW3DAb7nlxPZwzuWeuq4LkOSgEIc2Scyf3gusffSfX1UCaGXRgBJXdPoIgiC1LvzUN6hvcWNI5NDS4+oPyhIrSIrhkVt9cVwNpBKCBOtIsKStumjl/kPymmMoTtPS9rTmsCYIgTY2iglRs+ez2Ha6PpVwEySUoBCHNkqN7tgcAjHCDJItLbab+e8Xm3FUEQRDEgtmD08lSm1oibaR5g+ZwSLOke/syeO5b06At5jlAcsSsgZW5rgKCIIgRo7q3hacvnwrVrUtzXRUEiQwUgpBmS4/25fqDECRC+lD5l2YNrMphTRAEQezog/njkCYGCkEIgiAJ4TgOPHDuOHh57Tb40uiuua4OgiAIgjRbUAhCEARJkPG928P43u1zXQ0EQRAEadZgYAQEQRAEQRAEQZoVKAQhCIIgCIIgCNKsQCEIQRAEQRAEQZBmBQpBCIIgCIIgCII0K1AIQhAEQRAEQRCkWYFCEIIgCIIgCIIgzQoUghAEQRAEQRAEaVagEIQgCIIgCIIgSLMChSAEQRAEQRAEQZoVKAQhCIIgCIIgCNKsQCEIQRAEQRAEQZBmBQpBCIIgCIIgCII0K1AIQhAEQRAEQRCkWYFCEIIgCIIgCIIgzQoUghAEQRAEQRAEaVagEIQgCIIgCIIgSLMChSAEQRAEQRAEQZoVKAQhCIIgCIIgCNKsQCEIQRAEQRAEQZBmBQpBCIIgCIIgCII0K1AIQhAEQRAEQRCkWYFCEIIgCIIgCIIgzQoUghAEQRAEQRAEaVagEIQgCIIgCIIgSLMChSAEQRAEQRAEQZoVKAQhCIIgCIIgCNKsQCEIQRAEQRAEQZBmBQpBCIIgCIIgCII0K1AIQhAEQRAEQRCkWYFCEIIgCIIgCIIgzQoUghAEQRAEQRAEaVagEIQgCIIgCIIgSLOiMNcVCIPrugAAsHv37hzXBEEQBEEQBEGQXEJkAiIjqGjUQtCePXsAAKBbt245rgmCIAiCIAiCIPnAnj17oHXr1spjHNdEVMpTGhoaYNOmTdCqVStwHCenddm9ezd069YNPvnkE6ioqMhpXZoq2MbJgO2cDNjOyYFtHS/YvsmA7ZwM2M7JEUdbu64Le/bsgc6dO0Mqpfb6adSaoFQqBV27ds11NRgqKirwpYkZbONkwHZOBmzn5MC2jhds32TAdk4GbOfkiLqtdRogAgZGQBAEQRAEQRCkWYFCEIIgCIIgCIIgzQoUgiKipKQErr/+eigpKcl1VZos2MbJgO2cDNjOyYFtHS/YvsmA7ZwM2M7Jkeu2btSBERAEQRAEQRAEQWxBTRCCIAiCIAiCIM0KFIIQBEEQBEEQBGlWoBCEIAiCIAiCIEizAoUgBEEQBEEQBEGaFSgEIQiCIAiCIAjSrEAhCGlULF26FA4cOJDraiBIYOrr62HLli2wdetWqK+vz3V1ECQScGxGGjs4Njc/UAiKgTVr1kCvXr1yXY0myezZs2H9+vW5rkaTYejQoXDTTTfBJ598kuuqNHkeeeQRmDhxIpSVlUHnzp2huroaysrKYOLEifCPf/wj19VrNuD4HA84NkcLjs3JgWNzfpCLsRnzBMXA8uXLYdSoUbiTEIJRo0YJv1+2bBkMGDAASktLAQDgrbfeSrJaTY5UKgXt2rWDnTt3wqxZs+Dcc8+F448/HgoLC3NdtSbFXXfdBRdffDGcffbZMGfOHKiqqgLXdWHr1q3w3//+F+655x6444474Nxzz811VZs8OD6HA8fmZMCxORlwbM4fcjE249sUgMsvv1z5+2effZZQTZouK1euhFmzZsG4ceOy37muC8uXL4fp06dDZWVlDmvXtFixYgW89tprcPfdd8Mpp5wCbdu2hYULF8I555wDAwcOzHX1mgQ//vGP4Ve/+hWcc845vt9OOOEEOOqoo+Dmm2/GiTYCcHyOFxybkwPH5vjBsTk58nFsRk1QAAoKCmDEiBFQUVEh/H3v3r3w1ltv4U5jCF566SVYtGgRnH766XD99ddDKpW23CwqKoLly5fDoEGDclzDpkEqlYLa2trswqW2thbuueceuOeee2Dt2rVw9NFHw1e/+lU4++yzc1zTxk2LFi1g2bJl0L9/f+Hv7777LowcORJ9KiIAx+d4wbE5GXBsTgYcm5MjL8dmF7Gmf//+7p/+9Cfp72+//babSqUSrFHTZNeuXe4pp5zijh071v3www9d13XdwsJC95133slxzZoOqVTK3bJli/C3JUuWuGeccYZbXl6ecK2aHqNHj3Yvv/xy6e+XX365O3r06ARr1HTB8Tl+cGyOHxybkwHH5uTIx7EZzeECMHr0aHjzzTfhjDPOEP7uOA64qGALTUVFBTzwwANwzz33wKRJk+DGG28Ex3FyXa0mhaqfTps2DaZNmwa7d+9OsEZNk9tuuw3mz58PTzzxBMyePRuqqqrAcRyora2Fp556CjZs2ACPPfZYrqvZJMDxOX5wbI4fHJuTAcfm5MjHsRnN4QJQW1sLhw4dgh49euS6Ks2GDz74AE4//XR44403YNWqVWhyERGLFy+G22+/HVq1apXrqjR51q9fD7/+9a/hlVdegdraWgAA6NSpE4wfPx7OP/98qKmpyW0Fmwg4PicLjs3xgGNzcuDYnAz5ODajEIQ0GhoaGmDPnj1QUVGBu44IgiB5Ao7NCII0RtAcLiQbNmyA2tpacBwHqqqq8krCbSrwbdy6detcV6lJgn0ZaWpgn44XHJuTAfsx0tTImz6dqAdSE+KnP/2p27VrVzeVSrmO47iO47ipVMrt2rWr+7Of/SzX1WsSYBsnA7Zz7lm2bBk660cI9ul4wfZNBmzn3INjc7TkW59GTVAAbrrpJvjJT34C11xzjTC51g033AB79+6F6667LtdVbbRgGycDtnP+4KJlciRgn44XbN9kwHbOH3BsjoZ87NPoExSAbt26wR133AEnnHCC8PdHHnkELrroIti4cWOyFWtCYBsnA7ZzMpx00knK33ft2gVLly7F3DURgH06XrB9kwHbORlwbE6OfOzTqAkKwOeffy5NrAUA0K9fP9ixY0eCNWp6YBsnA7ZzMvzrX/+CY445BqqqqoS/4wQbHdin4wXbNxmwnZMBx+bkyMc+jZqgAEybNg26du0K9957LxQWsnJkXV0dLFq0CDZu3AhLly7NTQWbANjGyYDtnAzDhg2DSy65BM455xzh78uWLYPRo0fjhBsB2KfjBds3GbCdkwHH5uTIxz6NQlAAVq5cCbNnz4ZDhw7B1KlTmeRazz//PJSUlMBTTz0FgwcPznVVGy3YxsmA7ZwMixcvhrKyMrjzzjuFv69ZswbmzZsH69atS7hmTQ/s0/GC7ZsM2M7JgGNzcuRjn0YhKCB79uyBP//5z8LkWqeddhpUVFTkuIaNH2zjZMB2jp9Dhw5BfX09lJWV5boqzQLs0/GC7ZsM2M7xg2NzsuRbn0YhCEEQBEEQBEGQZkUq1xVoKsyfPx82b96c62o0abCNkwHbORmwnZMD2zpesH2TAds5GbCdkyPXbY1CUEQ8//zzcODAgVxXo0mDbZwM2M7JgO2cHNjW8YLtmwzYzsmA7ZwcuW5rFIIQBEEQBEEQBGlWoBAUET169ICioqJcV6NJg22cDNjOyYDtnBzY1vGC7ZsM2M7JgO2cHLluawyMgCAIgiAIgiBIswI1QTGwb98+eP7553NdjSYNtnEyYDsnA7YzgiAI0hzgE8+++uqr8Pzzz8ORI0cSrwsKQTHw4YcfwvTp03NdjSYNtnEyYDsnA7ZzdBw5cgSuvPJK6NOnD4wdOxbuuece5vctW7ZAQUFBjmrX+MH2TQZs52TAdk6OzZs3w6RJk6CkpASmTp0KO3bsgAULFsD48eNh2rRpMGTIkMQjxaEQhCAIgjQZbr75Zrjvvvvg/PPPh9mzZ8Nll10G5513HnMMWoEHB9s3GbCdkwHbOTmuuuoqcF0XHnnkEaiuroYFCxbA7t274ZNPPoENGzZAVVUV3HzzzYnWCX2CAtCuXTvl7/X19bB3716fyg8xB9s4GbCdkwHbOTn69u0LP/vZz2DBggUAALB27Vo49thjYeLEiXD33XfD1q1boXPnztjWAcH2TQZs52TAdk6Ozp07w8MPPwzjxo2D7du3Q4cOHeCpp56CmTNnAgDAkiVL4Ktf/SqsXbs2sTqhEBSA8vJyuOCCC2Do0KHC3zds2AA33ngjvjQhwDZOBmznZMB2To6ysjJYvXo11NTUZL/btGkTzJgxA8aMGQO33nordOvWDds6INi+yYDtnAzYzsnRokULeP/996Fbt24AANCyZUtYtmwZ9OnTBwAAPv74YxgwYADs378/sToVJnalJsSIESOgW7dusGjRIuHvy5cvhxtvvDHhWjUtsI2TAds5GbCdk6NTp06wdu1aZlHTuXNnePbZZ2H69OnSZ4CYge2bDNjOyYDtnByVlZWwefPmrBB00UUXMVYSO3bsgPLy8kTrhD5BAZg/fz7s3LlT+nu7du1g4cKFyVWoCYJtnAzYzsmA7ZwcM2bMgPvvv9/3PVnYrF+/PvlKNSGwfZMB2zkZsJ2TY8SIEfDyyy9nP99yyy2MEPTiiy/CsGHDEq0TmsMhCIIgTYYNGzbAu+++C3PmzBH+vnnzZnjyySdxhzcg2L7JgO2cDNjO+cPrr78OLVq0gCFDhiR2TRSCEARBEARBEARpVqBPUEBc14Wnn34a/ve//0FtbS04jgNVVVUwceJEmDlzJjiOk+sqNnqwjZMB2zkZsJ2TA9s6XrB9kwHbORmwnZMj39oaNUEB2LhxIyxYsABWrlwJQ4YMgaqqKnBdF7Zu3QqrVq2C4cOHw6OPPgpdunTJdVUbLdjGyYDtnAzYzsmBbR0v2L7JgO2cDNjOyZGPbY1CUACOP/542Lt3L/z5z3+G6upq5rfNmzfDGWecAa1atYJ//OMfualgEwDbOBmwnZMB2zk5sK3jBds3GbCdkwHbOTnysq1dxJry8nJ32bJl0t/feustt7y8PMEaNT2wjZMB2zkZsJ2TA9s6XrB9kwHbORmwnZMjH9saQ2QHoEWLFrB9+3bp7zt27IAWLVokWKOmB7ZxMmA7JwO2c3JgW8cLtm8yYDsnA7ZzcuRjW6MQFIBTTjkFFi1aBH//+99h165d2e937doFf//732Hx4sVw2mmn5bCGjR9s42TAdk4GbOfkwLaOF2zfZMB2TgZs5+TIy7ZOVO/URDh06JB7/vnnu8XFxW4qlXJLS0vd0tJSN5VKucXFxe4FF1zgHjp0KNfVbNRgGycDtnMyYDsnB7Z1vGD7JgO2czJgOydHPrY1BkYIwe7du+GNN96ALVu2AABAp06dYPTo0VBRUZHjmjUdsI2TAds5GbCdkwPbOl6wfZMB2zkZsJ2TI5/aGoUgBEEQBEEQBEGaFZgsNSD79u2D+++/X5jw6dRTT4Xy8vJcV7HRg22cDNjOyYDtnBzY1vGC7ZsM2M7JgO2cHPnW1qgJCsDq1avhmGOOgf3798PUqVOZhE/PPfcclJeXw5NPPgmDBg3KdVUbLdjGyYDtnAzYzsmBbR0v2L7JgO2cDNjOyZGPbY1CUACmT58OnTp1gj/+8Y9QXFzM/Hb48GE466yzYPPmzbBkyZIc1bDxg22cDNjOyYDtnBzY1vGC7ZsM2M7JgO2cHPnY1igEBaCsrAzeeOMNqbS6atUqGDt2LOzfvz/hmjUdsI2TAds5GbCdkwPbOl6wfZMB2zkZsJ2TIx/bGvMEBaBt27bwwQcfSH//8MMPoW3btgnWqOmBbZwM2M7JgO2cHNjW8YLtmwzYzsmA7Zwc+djWGBghAOeeey4sWrQIrrvuOjjmmGOgqqoKHMeB2tpaeOqpp+AHP/gBXHrppbmuZqMG2zgZsJ2TAds5ObCt4wXbNxmwnZMB2zk58rKtE81K1IS45ZZb3OrqatdxHDeVSrmpVMp1HMetrq52f/SjH+W6ek0CbONkwHZOBmzn5MC2jhds32TAdk4GbOfkyLe2Rp+gkKxbtw5qa2sBIJ3wqWfPnjmuUdMD2zgZsJ2TAds5ObCt4wXbNxmwnZMB2zk58qWtUQhCEARBEARBEKRZgYERAnLgwAF48cUXYfXq1b7fDh48CPfdd18OatW0wDZOBmznZMB2Tg5s63jB9k0GbOdkwHZOjrxr68QN8JoA7733ntujR4+sTePUqVPdTZs2ZX+vra11U6lUDmvY+ME2TgZs52TAdk4ObOt4wfZNBmznZMB2To58bGvUBAXgqquugqFDh8LWrVvhvffeg4qKCpg4cSJ8/PHHua5akwHbOBmwnZMB2zk5sK3jBds3GbCdkwHbOTnysq0TFbmaCJWVle6KFSuY7y688EK3e/fu7tq1a3HnIAKwjZMB2zkZsJ2TA9s6XrB9kwHbORmwnZMjH9sa8wQF4MCBA1BYyDbdnXfeCalUCqZOnQr3339/jmrWdMA2TgZs52TAdk4ObOt4wfZNBmznZMB2To58bGsUggIwYMAAeOONN2DgwIHM93fccQe4rgvHHXdcjmrWdMA2TgZs52TAdk4ObOt4wfZNBmznZMB2To58bGv0CQrAiSeeCA888IDwt1/+8pdw6qmngouRx0OBbZwM2M7JgO2cHNjW8YLtmwzYzsmA7Zwc+djWmCcIQRAEQRAEQZBmBWqCEARBEARBEARpVqAQhCAIgiAIgiBIswKFIARBEARBEARBmhUoBCEIgiAIgiAI0qxAIQhBEARBEARBkGYFCkEIgiBIXnDWWWeB4zjgOA4UFRVBVVUVHHPMMXD33XdDQ0ODcTn33nsvtGnTJr6KIgiCII0eFIIQBEGQvGHu3LmwefNmWL9+PTz++OMwffp0uOSSS2DBggVQV1eX6+ohCIIgTQQUghAEQZC8oaSkBDp16gRdunSBUaNGwTXXXAP//Oc/4fHHH4d7770XAAB++tOfwtChQ6G8vBy6desGF154IezduxcAAJYuXQqLFy+GXbt2ZbVKN9xwAwAAHD58GK688kro0qULlJeXw9FHHw1Lly7NzY0iCIIgOQWFIARBECSvmTFjBgwfPhwefvhhAABIpVJw++23w6pVq+CPf/wjPPvss3DllVcCAMCECRPg5z//OVRUVMDmzZth8+bN8M1vfhMAABYvXgwvvfQSPPjgg7BixQr48pe/DHPnzoUPPvggZ/eGIAiC5AbHdV0315VAEARBkLPOOgt27twJ//jHP3y/nXLKKbBixQpYvXq177e//e1vcMEFF8C2bdsAIO0TdOmll8LOnTuzx6xduxb69u0Ln376KXTu3Dn7/axZs2Ds2LHwgx/8IPL7QRAEQfKXwlxXAEEQBEF0uK4LjuMAAMCSJUvgBz/4AaxevRp2794NdXV1cPDgQdi3bx+Ul5cLz3/rrbfAdV3o168f8/2hQ4egffv2sdcfQRAEyS9QCEIQBEHynjVr1kDPnj1hw4YNMG/ePDj//PPhpptugnbt2sGLL74I55xzDhw5ckR6fkNDAxQUFMCbb74JBQUFzG8tW7aMu/oIgiBInoFCEIIgCJLXPPvss7By5Uq47LLL4I033oC6ujq47bbbIJVKu7X+9a9/ZY4vLi6G+vp65ruRI0dCfX09bN26FSZPnpxY3REEQZD8BIUgBEEQJG84dOg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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(10, 10))\n", + "plt.title(\"Wave Height on Station 44013\")\n", + "plt.xlabel(\"Date\")\n", + "plt.xticks(rotation=90)\n", + "plt.ylabel(\"Wave Height (meters)\")\n", + "plt.plot(dates, wave_height)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Wavelet Input Values" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Wavelet inputs include:\n", + "\n", + "- x: Input time-series data (for example, the time and wave height of data)\n", + "- wavelet: mother wavelet name\n", + "- dt: sampling period (time between each y-value) for time range\n", + "- s0: smallest scale\n", + "- dj: spacing between each discrete scales\n", + "- jtot: largest scale" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "dt = 3600 # sampling period (time between each y-value) -> seconds in an hour\n", + "s0 = 0.25 # smallest scale\n", + "dj = 0.25 # spacing between each discrete scales\n", + "jtot = 64 # largest scale" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**For this example, we will be using a complex Morlet with a bandwidth of 1.5 and a center frequency of 1**." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cmor1.5-1\n" + ] + } + ], + "source": [ + "bandwidth = 1.5\n", + "center_freq = 1\n", + "wavelet_mother = f\"cmor{bandwidth}-{center_freq}\"\n", + "print(wavelet_mother)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Applying Wavelets" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "scales = np.arange(1, jtot + 1, dj)\n", + "wavelet_coeffs, freqs = pywt.cwt(\n", + " data=wave_height, scales=scales, wavelet=wavelet_mother, sampling_period=dt\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Power Spectrum\n", + "The power spectrum is the real component of the wavelet coefficients. We can find this value by squaring the absolute value of the `wavelet_coeffs` to return the magnitude of the real component to make a better graph." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "power = np.power((abs(wavelet_coeffs)), 2)\n", + "\n", + "fig, ax = plt.subplots(figsize=(10, 10))\n", + "\n", + "# Plot Scalogram\n", + "plt.imshow(\n", + " power, vmax=(power).max(), vmin=(power).min(), aspect=\"auto\"\n", + ")\n", + "\n", + "# Plot X-Axis with Date Labels and Ticks Monthly\n", + "num = 730 # hours in a month\n", + "x_ticks = range(0, len(dates), num)\n", + "x_ticklabels = []\n", + "for date in dates[::num]:\n", + " x_ticklabels.append(str(date)[:-9])\n", + "plt.xticks(ticks=x_ticks, labels=x_ticklabels,rotation=90)\n", + "\n", + "plt.title(\"Buoy Height at Station 44013\")\n", + "plt.xlabel(\"Date (Hours)\")\n", + "plt.ylabel(\"Scale\")\n", + "plt.colorbar()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## What Went Wrong?\n", + "\n", + "The current wavelet has a lot of blank space that is confusing the wavelet analysis. This is the result of the `nan` values, where data was no included, but is still being used in the calculation. So, to get a complete wavelet, we should filter out the `nan` values *before* we apply a wavelet. \n", + "\n", + "We will fix this by applying a mask to all the nan values, and then interpolating between to fill out the remaining data." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "wave_len = np.arange(len(wave_height))\n", + "mask = np.isfinite(wave_height)\n", + "xfiltered = np.interp(wave_len, wave_len[mask], wave_height[mask])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Time to get our `wavelet_coeffs` from the newly filtered data." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "scales = np.arange(1, jtot + 1, dj)\n", + "wavelet_coeffs, freqs = pywt.cwt(\n", + " data=xfiltered, scales=scales, wavelet=wavelet_mother, sampling_period=dt\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Power Spectrum, Take Two" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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BAGBQQQhWlcTy/AcAnaPqkJcWW8jKqolFF8UiBwB1gNC8QWSEGI1EpOtikkUEHhANcV6uMnTvjACojBBjhmgmIGKRAwAAABgFBsigUGoMYhiNYWwDQmHblhhDu3MhWYzPqs4UiVDXxaCOAFCDvgE0IASrEnpuV5uOV1PnrNQRDAUDgBrGiHhbQjAYEePylrB6o3FdUYUAbbm+baTxBgNsKOoCAxaJhlWw7IAHpDI8H86ujNjkAQAMNEz7AwAwiEANDBQwQFpLUU9l2WSwPwAYEFQd3aLzQz8AAKIGSqpLIASrapp6EDV1eaLDggHHx/3ftZABoxro2smCzoDbF2ghCMGyAx6QqoDHAQAQFT4KCUoMAABAeGCAaAlx443o5l3GE9PA5GhENQeqIJolajUMkkMAkyWlGKSmUi9SGDEAaAudAiFYRroWmoDeC8BAYW3owQoBkYHm2CG6NpYygxAsO+ABGRQYi37SOaUtcgLQJtCvAAAARAIMkCpIPMcuk48lyilO17KRR5QPzw/O7A0YJJjyKwAxwIS/oK3g+gE1CMGqlBZ3PCZ9H/Tx96Cff12gnisiRl0Uo0wdoVUvwAStoJbm1A2dgBAsO+ABaTUOjSrO9gdAilsTRYNuNbh8AAwA6OhADwyQUoSaEqijkzLHUCwhreE04SIH7tTdXtA+i98Dknyrtq5wJQBoAZ7vMgXd4PLLL6f99tuPpkyZQlOmTKFDDjmEfvjDH6b7Oee0bNkymjVrFk2cOJEWLFhAjz32mHM5MEBMlO1wMXXYymSpIOOY6g1ECEMbcaLqh9GSwwfsotR5vgNWtaBpAjW4oO22PZ2AE9EIsWg+rlPle+21F33605+mBx54gB544AE68sgj6Z3vfGdqZFx88cV06aWX0sqVK2nNmjU0PDxMRx99NG3atMmpHBggA0OFnbc9egEAICL3XfTlSMGFAQDUw/HHH09/9md/Rq9+9avp1a9+NX3qU5+iXXbZhe6//37inNNll11GF154IS1atIjmz59PV199Nf3xj3+k6667zqkcGCClKLopxHLTYNL/rlBwPl07XQBK4dNfQj95KuiirvRPPOtdIV1pJANM6UsodTA0iVrZsWMHXX/99bRlyxY65JBD6IknnqB169bRMccck6YZGhqiww8/nO69916nvLEK1iDAaDRcoDUdN5SgWL6rk7SmHbeEst0E3QxUBfr6YCOu5pa2hfgbRayrYG3cuDGzfWhoiIaGhpTHPProo3TIIYfQCy+8QLvssgvddNNN9PrXvz41MmbMmJFJP2PGDHrqqaec5IIHBAAABoEq74ex3GtjkQMAUAHo4GWYPXs2TZ06Nf2sWLFCm/Y1r3kNPfzww3T//ffThz/8YTrttNPo5z//ebqfSc/Acc5z24qAB6RN1D7TaFFgVfoAeiYQnFpRmamImEqvm34vL/NGVPfrxoiIB39fBdwxAACg4umnn6YpU6akv3XeDyKi8ePH06te9SoiIjrwwANpzZo19IUvfIHOO+88IiJat24dzZw5M02/fv36nFekCHhASmExOI9gFQhGbNQy1VqnmvNowbgVFNCasZhbZ6m8aQ5i2y91zoNYYQAAkCcJwYrpQ0TpsrrJx2SAyHDOadu2bTR37lwaHh6mVatWpfu2b99Oq1evpkMPPdSpnuABqRzzjRnzdQCAZoHxUA5ocABAd/jYxz5GCxcupNmzZ9OmTZvo+uuvp7vuuotuu+02YozRkiVLaPny5TRv3jyaN28eLV++nHbeeWc69dRTncqBAVIpkdzYk4fQCxOZ3jgYOlQCAFAeyykMz3dWoMeD5ojk/lmKDvWgOk6lLQuLdpzf//739L73vY/Wrl1LU6dOpf32249uu+02Ovroo4mI6Nxzz6WtW7fSmWeeSRs2bKCDDz6Y7rjjDpo8ebJTOTBABgWW/lHvhCsG1EqIpZdAIQ6r39WiAjKFMM12q4NB10EXb5agk46D1W9jXQXLlq9+9avG/YwxWrZsGS1btqyEVHgGpMMoGlw8/QEMMmiHFeJRubgeAAAAagYGiBYLi70oSTQ39uBPw/eyjeYEQdvAA8/V41xNFekJU3EAgMFlsBwjQAIhWF2FSd9ZlYMLjCRAzdSyDFbb7469StKehuINw8p6jaV/t/16AAAGgbaHYNUFPCCDRJxtEADQBBjPAwDqALoGKIABUhXWHa5CqyB98Hz0HSD9kgJrAxg2oE7Q3txguS+6BAB1AQYdhFaDmkAIloYwQ/SAHdklq1z4FQnGCPmfXBeiUgAYVAp1CAYejaHSrdC3oIgQK1UVtjMOo8QRzhnxiMKeYpJFBB6Q1uBrgSS/7ZfjBAAMINAPDYLKB02BtgeaAQZIFfD0TxwEe/4cigrEQoRtMUKRioQyvh6oSrxmVKOsYAA6TpX9TuX2A4MCQrCaoIm3ijNWcNO3fVtZTG9Ej0UOAGIhcJ/gVOGYAIMNAECPaMYV5RkhRiMR6beYZBGBBwQAAAaahm5Ocd4TAQAA1AAMkCpp/AbbEyDj/bAVquaXkinLBwOHxSRY4aJOg0RRHeBB5haDBt4ZOvEQd4WKxNL70YVaBH0QglUVTn01/ChBzJH1luEd/WiKUj23DkAFlG/tyYIKGF2XR+johWGa4Up0vmrQRwA0RKVxmJ0ELyK0Ax6QSjDcXht54LP1BQAAqgLdFwwKaOvuYI4HVAQMkNpRaMC6lKJrOYjAApWhu8Atvds1tpwUAAAA0D4QglUZvYFUpSvI2A7WktCKioRJsm7p2BG0jCjH+VEKFaBbVhF+AWXhRNMTQfKlwqUDwAheRGgHPCCDQJxtD4AsaKcA+IG+AwBoGTBAOo+4ElbZfHCXAxXivHADsIMTce5RY1VOdbs+8D7I17tB3QtvRzgGuQnbgjoaKBCC5UxB+EBsHYgREWPEGCP1ECRUOEQFYRWI1ACgJDb6SpikEKlq8ZvYdGSMyNeiUBdCWdrRZD21/Rq1Xf76wCpYdsADUimBZq6c3+EBQOSgKcdDkGuBCzo4YBAKACgPDJBQ+K6f73SYi+JXrO9vkLFQDEOC6oYeGNR0kzqvK9pQH4swzFhemFbTO0kAALbA8ARhQQhWVcTWVwtv5qz/j+e+ajYAEAoMNivH+PJG8+SEstsz1n+DMaPR7+I20H4a1fld0gltu3nq5K3hHNpWVQqwCpYd8ID4EOe1FJDjh5lDNFj0JwcAiJGWDxoAqIxW3lZbKTRoETBAXNE9x50j9N24rDLweR4FCgjEiEO7HOgm7LDyXQz1FIMMoF6KrjmM2mrR1X/H3hML4gQhWF7IPsJ8b+XqzYb8SopgytnkAQni7sSbCKOmDSExrvYxBqvFuOofbZhm+Mpmymc8BlmHRHrulYsU6XkPDIZ7d2OXpv1tgke2ChZCsECjcMbMw4gQDhYAQPtA3wWgvaD/gpYCA6SLsOwPZruML9P+AKB6bCe90DSzVFkf7Z6IbDkRNPQIRGg1tfSfkivGte0at8GjD6xACJYJn3YuH5Pr3Ar3YpUKIPGwur4J3SYkRlwBJzht04qgXlwbc5dvWhbnl+7Op81swdK3zRBtE21asCgrBQAjnOKykyISJQM8IINCugQnAAAAAAAAzQEDpApM5mYpG8D3YGb2gOBN6wDk6ZQ3wOStZIZ9VeBZ0KAtI97IvQKEJda55xhwex8R6B4IwdLB0z8liaBDpSvORCALAJ1EEaqSvJgvasSJCZWsFQygEm9sFVXTdMRQCGJvMiAiWtzgORGxGsPRa2SEGBUs+1MrIxHJIgIPyCARZxsEKnCtABhgSioA6A/QBlpqO4EwwACplBjuAsk7QIpkCShrDKfddrqsmI2T310+8SaIuTPGLFvDRFM16I9hqOiCRtNOAHAHIViV4Ka0K3WipitguS3Vp07ZYncvaAdWzcvxrltHs226a5jKNy3HIlQl6+mKXOq2DHKiD3cDruBu0wEG8CJyzqJ6+V9MsojAA1IVVa5QCwAAGWw0DbQRcGQAB4+VgK4HQA4YIFrq1LwVaydH70fvILKXq6EH3HFzBCAgdfRhRo3pi9YQUd1EJAqIGLQT4AFCsKoi9D22VIhH0XMgmu0u9kduA6yDUqAKG6bNFyCRW3rYxrgMd80jiLRIjFwqIcgCjsm1aXB1t7Z2wYGjHn3ZluYwwhmxiMKeRiKSRQQekDqpvQ04rO8fZ/sEnQUNrhkKJhvqGFjaGEUDDyoGANBtYIBUTeP3kcQIMXg/VLualrvp8kHcoH0ISJWhmiYUnCJaXdDUBAnQUKJ+glVtW+ac4ybulh63dKC7IATLGUtXY5pEnu4Tjq8t5NqwClYoGaDDAtPmEKCKqavftKX6dbJm6onLGyypqBI6s2IVFGh1VNH22tSxB5Fu9APOzYsP1k1MsojAA1KG0n2lvs4WaQggAB0nUs1vS8vFbwUxeqATcP0BABUBA6QqXB6wlJOFvvkUPGQay70OAFAtyr7OWG+7JhxTc0wlsmT2tkAzBRExlpA4UB0Rt2dbsWCMgsAgBCsYCteubmarsCMHdhMzm1WwVFZQwwqTsXh9h6ACOnit6z4lTXn9ACzdYDd9Cj24SIrCyMnYiZ4A+tpYF52pKBAdmrblG7EZgg7c9/EiQjvgAQlF2esbtH2UfNYjzrYKOg0aXeM0fglY9mvj8oBKaeL6ok3lQJWApoAB0nmEmU1rTRPDylhQiwBUT839jBGMCxc687D+IMPjbfNOMtXglYixjkBlIATLlYy33cL1zvI/uWJ7ZatziKtgaXbrX1DmVky7naYAdBhxGV4Rpv1RKcZwsLbBKPgqH0lu8erUIG86rKcY0BqM44gmw8IcQQiWHfCADAqVt784GzgAwAF0Y2ADDAMAQElggFRO0RJXFd7xxedKVQ+ht36wgbsgiIX4Yiyy0hj6SmaVvDrCL/Ue2UEl74mOrz0BAEBIEIJli0+Mkekmm3EnVnyjYYx4utRmZkf/owwJy29RVgEGE8AJyxXjjMeXKKtziOfIpe2WEx6ZpLZ15le3xsX4un6pjAgVMPB10SViNyaZor01Fe8Ucz3ZM8IZsYjCnkYikkUEHhBr4ryAAAwU6IYdARcyS8mVCzsLrLB2g0YM9MAAsWZUEbbv4UnWfwhdN/WoDblwfAodgBJgqFGGsh0w8YTqlEHgDh77pDAAIACOWh06YaBACJYL6aDcoVM13aGY9N/nWACAmcaWLWJuZSvtC1avQeD90sMYFRKrPloqxtMGzTNwoc88+GpzVcF5XO9SjEkWEXhAnGCZf7ntmS0xPWg5KkekbVBNLFUHQJsp7EdNdTSbcquQrS2KpS1yAgCAHzBArLG4ITDV9whWnkpWwDKubiML3+QNsIzbBnQbtAlrxKpSzT6odIJX9XpMbcR6GStbDKGOfEC01HGJo21GrZr6BDWCECwjio5j4293Xi3LTxSbA0ajxhhxlgQLWAoQrTIDAIi4hQAlkwvyEcKKeK44L5hjSNy21Z98wnK1+cg/oISD0rnqDLRSlTaLmivMOzQzPkZDsOI5D4RgtRHnmOp4GlwfD5liOY1Y5ADhKXNt0S7C41ynJS5C4pENnW9bGcBTdiPS0RNoALSFLgEDpDQFs3lNGyjppIImBCt5iBU3QdAgfs0PjXYUBxeq7iF022zE9GUpChEbZHQhvHXTdBfj1O62UenUc8iLU9OFttEdTbc5UBsIwQpB2mEKXgLGKL/NpQxfZeY9YGhKE7T5jgOciWaxBn8aixzyqTpJ2NGfBiPEtM35pJNymhqIBLxKVTfbKLpF22LiTMTwXCMw04164pxFFoIVjywi8IBUTiQXXmn8mGIudR4TAEDnqLWvd0yxBDmdjtVJMLpi/AAr0A0GChggQWHKr07HVUFifLgUowvXAqAS0LbqQTEJkaqGGmIxM0WYynIMC3NPXJ6qxsbiZNEgd4vO2R4xuswGuYGBpkEIVjAUruqQoSWllDFTv78n6OoX4eNRu+T8B1WA1kFEho6i6JNKJyhLnxGrbThirRvj1gLV1hcGh8CWMv0E7Sw0sT26FJMsIvCAOOPYWRvq22UbXPMqCU/GA0IzsKaCB8MrBJcUAAAGGxgglRGRu9U0iDPswyABxAFaYqfQrshnPKgKSeKldLgsiI5KrlOFFx/tClQMQrCc8Bn0B1impgzpEpusIOxBFZsRq+POli6cw6BT8i44EE2AEbGCkzTtZiToh7pGHaxQP+YuXZQDohiEikEGYKSO+UgfPVck10Doz/BgFSw74AGplLZMYzHjzz7QRCAQaEoR0ZzusS65ThHjvFcD0AD1dwZ0v8EBBogO1QApRM+wySN0D/QJeUhmRXMbNflXATRRd7FsWsAO/aJ15opmqqW4q34vS6pbDOU01B78ig0grHaREJeH9QHoAmjLg0KjBsjdd99Nxx9/PM2aNYsYY3TzzTdn9nPOadmyZTRr1iyaOHEiLViwgB577LFMmm3bttHZZ59Ne+yxB02aNIlOOOEE+t3vfled0OJNgUtv85IT5u6xNXSsZPAgGVBcXuKG9QcewSIvmtIb0FftomvXyzvUsk5GFQKTZc3YH7qJiuAzIoosA8z42CYv9L7VfS111oenHLE3RWt4hzylLbkoTb8UtunyQ8Ej/ERIowbIli1baP/996eVK1cq91988cV06aWX0sqVK2nNmjU0PDxMRx99NG3atClNs2TJErrpppvo+uuvp3vuuYc2b95M73jHO2jHjh0VSOz4DIhV+ipahrwcMHkMkhpUBHhAFQBHSvSBuidJgD24HGDQQJsfGBp9CH3hwoW0cOFC5T7OOV122WV04YUX0qJFi4iI6Oqrr6YZM2bQddddR2eccQY9//zz9NWvfpW+/vWv09ve9jYiIrr22mtp9uzZ9KMf/YiOPfbYak/A5gEu21iTSh/2Ku7Rygc+neVJDip5MqHqAQ/QgUHA1M6NXV9wfziHaZboXFF7jCryurhmBN3VA5UQB8l9vUK64v0A1kT7DMgTTzxB69ato2OOOSbdNjQ0RIcffjjde++9RET04IMP0osvvphJM2vWLJo/f36aRsW2bdto48aNmU8ewx1d0U/ym1h+R639S+cFEeVgysFAf7d8rjXeDKIepADQAEFu0EyhB7K7q4WNPneS6KMmunhsakUnj7ecoU4wtopqMTFXZVOBGl2mtwpWLB/1m6ibJ1oDZN26dURENGPGjMz2GTNmpPvWrVtH48ePp912202bRsWKFSto6tSp6Wf27NmBpafIB9CxygUAqJ30ofC6Cy2fpDRRqcKAwmDACACInGgNkAQm3Rg557ltMkVpLrjgAnr++efTz9NPP20pjFyQY/qy6byweOBT+QB9iVCEAOcT1bgAACNNt1aFt7Ugaeb9QJmdOvduoHNs0vOREPrlIk1ffhUxyhQFqBgAYiFaA2R4eJiIKOfJWL9+feoVGR4epu3bt9OGDRu0aVQMDQ3RlClTMp9iHG7ymWSK2F4vysRbE2WWuuLSPvkAq7jxGsC9YoCo5mIPTBMqOlGj+jA8A2IK1/LGzwKJ7lqGFEg1CRS4CACipyPPgXAe3ydGojVA5s6dS8PDw7Rq1ap02/bt22n16tV06KGHEhHRAQccQOPGjcukWbt2Lf3sZz9L0zSHm8EiHxYSTmx0/BGLYQEACEK5XquYJqnLa+vlVem4jtIYIaALxHktYeaCJml0FazNmzfT448/nv5+4okn6OGHH6Zp06bRy1/+clqyZAktX76c5s2bR/PmzaPly5fTzjvvTKeeeioREU2dOpU+8IEP0Ec/+lHafffdadq0aXTOOefQvvvum66KFYwix4AivWzN2x1fgTIoFfLAKM6A4ljlArWAS98n7QpyJ1d3+lzPiX38EexFRTZl1VOMGTksztDYOzJjPAhUcsfCbRC0mEYNkAceeICOOOKI9PfSpUuJiOi0006jq666is4991zaunUrnXnmmbRhwwY6+OCD6Y477qDJkyenx3z+85+nsWPH0nve8x7aunUrHXXUUXTVVVfRTjvtVIHEzvFXlL+ZxEbyvAdPf3o9AwKAN5G1NZ+239hAwCFGKjVSVM95VBJrpYb19EuscQE1o4x8k6JlrTLpYnV25ZxCPkfVBC6il26LLa6nHunqU5EQkywijRogCxYsIG64CTHGaNmyZbRs2TJtmgkTJtAXv/hF+uIXv1iBhLJALjtZ8w9bNoFLCEdXbi4AtBXBu8AY03TJipSY66AGAFAT9d+c0cUHj2ifAYkXFy9IRF0qNmPISr/BEzMw4DLXg84hm3GANO+19Su1ZlkxgdI+GtIzsQ0H+miEktu2U1v3PVHP52ZBa2nUA9JWCifvdatM1aaFVBIKFohNP/cOkagxVhsDgG4Q5Q2nTQ1MI2tG35ieIxDTUXXXQzRyOhWCFeKJfLn+BSU9EqCINtKV5tEVqu6viudm8zJUK0IwYnv5X0yyCMAD4kqc19GMaUJTGYCszqYtfR+APm3ssBVj7POq50PssignAAAAgEECBogTDg9qJrHVXiFE8jGWQ39tWZIFwlXbLcQIiU3eIcpHCFec1OLSHyCsqihb6UzxrVrEWf6SCiCGJhGDDJ0H014AdBUYIFUg2yk+IdViuhA62PQMiGowYB0uhrtwZaBqgQ2mdpILa5C+py8gFL/bFujgPs2UaZvWlHXFncM6+0ByqDzTTff/psvvFBVVZqixQch01WcSPU2/dLDsiwhXrFhBBx10EE2ePJmmT59OJ554Iv3iF7/IpDn99NOJMZb5vPnNb3YqBwZIaUxXtkxnC9tR3dpfHXe/wVBEIABoKnpc68bGSVo5jJiNoVI38T4pPLB0xv/R9mYVSv6218OAsHr1alq8eDHdf//9tGrVKnrppZfomGOOoS1btmTSHXfccbR27dr084Mf/MCpHDyEbg1T36C4uEl8GFQ1m2jZ+xp5/hWaIT7a9CB0WVzb36DUS134WDIlrkEZ50ct1Nj3oHqBL5U3014BmXFOxcWBxrntttsyv6+88kqaPn06Pfjgg3TYYYel24eGhmh4eNi7HHhAqiKNUqh7VQdNefLKKrpt5lysiytHXdoONEbnLm/TJ6QuP92qevW5OHFiDIvyVQ6arGwfpQvl3ak6g6YvPQBVUUXbNuZZVGBLJp54hB8i2rhxY+azbds2q9N5/vnniYho2rRpme133XUXTZ8+nV796lfTBz/4QVq/fr11FRHBAHHEddrO9k5bEWX6agwxyAAAC0p0VLmf1/Y8ekeUS6WnASUMIqKGsT8T/lLuOyjL7NmzaerUqelnxYoVhcdwzmnp0qX0p3/6pzR//vx0+8KFC+kb3/gG3XnnnXTJJZfQmjVr6Mgjj7Q2aogQgmVPMmnIbN+h599xwnlVs7lYLwWdekaa7vxNlw9AV5EnR2wfQFdkIW8rVF4+/bpOXdBE6KPCEoT66xi4oGZQP1Xz9NNP05QpU9LfQ0NDhcecddZZ9Mgjj9A999yT2X7KKaek3+fPn08HHnggzZkzh2699VZatGiRlTwwQFwocmjI9y1GxERDpM7+Zbx/KkIqbO+3urQt8YyCSCjTXupoay16/IaxAO+ZMj2A7W1oGMpyivGs+ULEcO0z9YOQVKCh6XbqQiYiRPfiVOpEU+ecEY/o5X+JLFOmTMkYIEWcffbZ9L3vfY/uvvtu2muvvYxpZ86cSXPmzKFf/epX1vnDAKkUlfERslGGulPGcMcFABBRwO6oGOkrPbOBQh6cDo3n5hwbqBkwsBgbPwzxuuCc09lnn0033XQT3XXXXTR37tzCY5599ll6+umnaebMmdbl4BkQZyw7QOP9pGgE04u2VMoJ9z+oE1NjQ0MMTmqXiA+jC98lpZCPyzZlbJMi4mvapGgRV0szdGhSzPodOzUTo0ygcRYvXkzXXnstXXfddTR58mRat24drVu3jrZu3UpERJs3b6ZzzjmH7rvvPnryySfprrvuouOPP5722GMPOumkk6zLgQfEkvTG6RI6kFE6ugNVSrbsLKTGvZmzNgoGfnJ6u4dfCvK1JIZHUEB9uF5rnv4BJtJ65fnqEvuY5KzN1Wywvsgc+zYPXH5k9Iy/7LOFHmG76ApWNOLrb3LBBa8TbrIxGeqqbQ6QFvfJyy+/nIiIFixYkNl+5ZVX0umnn0477bQTPfroo3TNNdfQc889RzNnzqQjjjiCbrjhBpo8ebJ1OTBAKid0ALVvNm3quQBY0GIFHx7f/h3Gs1FNuQCAcniMNep6NQCIFl7w6vSJEyfS7bffXrochGBZ4+FCzaVnza8+mQhQFPXStJxgcKiyrQ1qO2baH5qkTYSIGAqs5Jm5GOn6+ZUEkwz1EWNTjFEmEAx4QKqC9UbxTqu9mKjY/6izjBgjMlrD0BCgQoI0L9+Zg6ZGP66zlsXpddqjb3z0Uqj0QPAu7mrsFCTunX4Yv7LPyVakA71nq6CTgQuKOMyqihgQYl0FKzbgAakSi2vexGrzXildlumNs62DGGhT22jF7KulR5OI0lG6nLjua2I93rF9Zq1NjUpHwTm0oi0CUJIudGVgDQwQEdOMk+rGnWD7zo0aJhqMON7ws9XBKXeiMDZALQxgI6vllEVPhMEDqju2bNmVpo8jay8YNfvgMgjPwF9Pl2fNBr2uBgeEYDnAHG4MadpQHv0qIrDE/p7mL4aOFRVYtaKAIuoeIa6pwhjuHA4BRbqkYlVzeaPUx+vqaj5jDJexizOqcLswwVxeYmgpkkfY3ym12aV+XsWFCV0/DbR9seiuNN7YblExySIAD8hAUWXnrrGFd0RHAUuaChFqM4ruaP8kl13ok3s1VTnD6ZlnDNc6BhlAuwl1+42hLcYgA6gFGCCVwYhH6UpXDS70j6c2ilaECGQDgcE1DYoi8lO7QdZRto9e+FLZTGeAPBtshqHMvHYR6dRsq0AdgnaCECxrmHCjlm8KPL9deZNt6qEJB/c8kz6tp0GXMgC14fishs4qqWvCJGbd0pjKiLlSukCT1qVnOLYNZcOzrUIce4kK3g9Rms50gdgGUDHJ0gcekCqxueZ13uic22CcjRZ0i063sqYfk7Itv/GLoFGETPO9irKiy3MAQLUNGI0rGhARMEBccZwh5EXhDepCLBIaNDfXfK+JUCoGqgoAG3xnV8vOyjrGarHclz5FeqoWZRCZxokufLcCBuAU6zlJWHKgfSAEyxbbuGXxJutlfISGO+smJvy1Td0MCK/qEqbFnEpd5UYHOYHaqMXYnhfVoNcgf3QyhBEL19NiXe2maZGaLr8RatThTdWvKTpy0G9fiS7gSRxZRzoBVsGyAh6QDCEavyIPp2wj6YBeuiAS2UUiFAnI4CI1QsYQYJl/mTS2XluXyxjtJY9WMNA5BrCtmVbEGMDqGHRggLjgEm+d3teL7uAWsc9BMQVVexSaOSRSMxvEj2vTG7SmZrOGLlNtNB2Q/BSNB5bdbpNdVQzUgMR2sYCuMWgdeVAp4d3ofB8YXBCCJRLaJVppDG+RsJpQDK07WGk9+QhW4jgw2KDdVEcvJsB2xZtQD7cHy6S+eJVGImMCzAWBAqp4ma8t0V/Pilt9L/vCUqKvJ0sQgmUFPCDWJCEKjg+HW89K2icpRhXvbdECXWWtnBhkAKANhO4rFfa9xCtsXYSV1eQvT3R0KBa+CNc5tNYyINczCKirQQEGiBOaOGld2kJbpadhZUUbuv8l5bjaP7E+LAoGDMfnC4AlqNQc0Hnx0CKbuvWUfXTVs4yKDwSRgxAsGxj5TUoxovzLCxuK9XWZTRLPtckH0aF3QKYhagz2wuM7NZWqpuiRD65IaKHTGDG7UFJGRNyhrtG3QSPU3/CY4tvgYhHb2YVq4qynDyMhJlkE4AGpCtVMWus8660SNiwDfOogYkJMCFTatmt5eKRamhax7CN4IDJcIicAGBxggFjhpzkan3et5Wkvpi4LyhaA5lHMgSg2a9NHg41dE6vs3nTuhEBnQVsF7iAEy4WCUIRcAIIYghXcs2i5pAeXH0hnyq/5jTYCm9LUGfrCiJj7CxcL82zehAREmjYW2bWp+v7rbDEU1w9L/ma8tVLIVQXn5Z8l03TLkEJK515rMzNdywEc4EXWxb2J3jguK5xPbLrjKp0tg/P+o7cxEJMsIvCAWNORnmF7Gqp0sXk58k/Mg66By2pB3QOIAFS6RDkAIAzop6A6YIC4Yt0fTdMedXfqOsxfYaUt6CwA6oPlvgTO3yFfm6Q+E6Yh89NmIGdUlyIrKCfS2cvydPbEFLThpliTjGl308SHgoEBIVgZDD1ADKeyzUp3TLJPq38rGMVzjSyZUt1vwEkK91tJwPgGREu1myQEqKrxM3WpeRSEL6hWuyJSvBhLoWOUlWS6KL4DCJ8LrTnvEG0mydonL06j4Z9R0ZIW3wIRQ9HIFQlimDusaqdL6iRHR6wQvIjQCnhARILNpEk/lTOUNXY01yV4s188MwLAhFejBDp8x/TKbapnQIomL6qgidCw5E9TZQMAwGAAA6Rq5Bt6zMj2kcPkZ6myAACBME1yuLyjo+hB9PzGZrp0WEXUnFqCQuwurAXjgEgeAI9BBlAbCMGyxrJniPd4xqhwRRlNNEXIjsiICxOZoYK0dXHTtsfbUuAGxsOsLaXGeONIX8LkjqIvWJ2afShF1uHBel+ZZRUyYsQLSvIL1sz+qkVp1uvwzcTFd6W9AiKqPMQ0V5aye7DqlkLKnZdKiJaEBYYCLyK0Ah4QF4LcG/JPWpTIqhhOdvGIcbZPAMLTVqO1FrEjrZsisXzFrnr+BIBa8Wy8aPOgAWCA2MLcTQfnZzqjQxTWbt3usM+btaqygA9el3gQZtLcK8YryiPaPqgod5ANMBOxLvIPGqbBtuw9YcBCTtGCyEEIloDNIw+jQQaWGcghWEqqXS6Bp+FXDmUw6smeyUgKEwhBUXhViWNBJ2jncwVNlW/bJwoeKGeCjjN5fXP6zqH4BqvYuFhP05c+oYwcUI3xEUu7qoM07JUrtokbVAdqdrUMximqxfFikkUEHhArHHtE4cWuu4eVH5QEKaKNdEAZxo1nBVfV3rp2vQuNeJEg62iCsqC6QZ3E0t5ikQPUBgyQDAU9wDW+KPEkNI31YM0xIDqCUwNtpUsWayQdQSlGXbI1WQchPbIAhAYLC6QUDSdQTQMFQrBEMo1fch+mq5O4LGWZfGe9w+x7V3AvepJZoUGUdZOmolsTWINoK6KuASziGZolwOoxVd/UQuevbHJFz0R4CKFygIyRdwaof2WhvcBQq+cXahqVeD+PBAOoGipctSl01qY808giQ/h2x8lFYHUdvIjQCnhAXPF4yDN3SGUPflYw+G+yfACAAab8Wj7bivKtkLBituSkAQCgxcAAqRL5mavS9zXbDCRz1zjLKHl6nEkOis3kB0CBkwewbFkhj23SUxA6hCSeAX48klTIQJykA03cpiKPwtKKFrHMoP0gBEuLwqdqdN2qXPGsxDMgJXo+V3znRMSYvffZQm5tzCaUFnCls20mULyHS6SPQg2leSS/c+FX3Nznrew2GwEd6yI9b7keVb99EfW0+L/GkWp6TaroCG0NI22T3EWyNqXgiutwNIWsJELLkMhR4wRQk+BFhFbAA2KNxxQGy30JinWubdHhYGAxt2XV3jY06giVvotIyYDYdEyEpwgACI1nR3dV09AnAwUMEFs8jInMWvruBQViNDSKaWYLc9FZ1g+2Nu1ThqYaLITr3QbbI6HOblJ6wqM3Qym+A6gN3Sx0dFgj56xzW4H205JriSYIagYhWBnK3Lg12fmEYLnOUtoMyIyrYCWuUSkzKCDQNJo2GKUNYnxDaQwvLuHZkEzF7myuLP2vL1s4t0pOUxNmJRUbRldB4Q0EdUd2iUZtE2XbPj5WFEEmv1zQQxRjYTG8siAUsT0SG5MsAvCAuOAR85SE3hkPVTUOq2crLAWqfezTtHcEdJdINWnnEEZM1l3ZJW1IbJRs8eFREMyaiumkQCdAswSBgQEiYhxQGzDOfErHsoLBuakoZTkBerTPmK5NiqRNsg40nv2iCWKTJ6VAMFe5oz1PANrEoHakosHFoNYLIEIIlj2uLyIk6tsfRUaH8sBAcBp90MO4epdQbCZUq0T4mKmqatc5dfu9QRFOV0NsL16XsYoGF1mbUvXXzE/LkIdEX+WeBdOkrQnGpOfVbF7UaJdzP7NGxkKB2xDGcxGSeOg8xhA1YiVZriOWzDy3XRf6EWedaUEIlhXwgNjANN+7jtW5xlwhMcvWUaKr8jpHyfUVpcX7MTbdHdM2wxhOvkv4jhhwHaKkycvSpmcrWiQqKA8MEBdY7ovFMSz/vdWdzDTL6pJHHZUQqdnfaVyva4euUdOn4hy+aZGGUX3dVS7XZ3+Qa+BwsmVnOgtnf0E4GqrfVlzWJoTUlSmOk1pRecAThGBlsHH1qTuE6hU7Vu9+MbkzZXG8PJG8F4LFvewnM1AO1dFCt7MtxlCaApjPQT5ltJNMq7GuJp55R6H6pXyhMYWFSoQu3vR+2cxscUN9UHm+9nJ0R3NUcBaNVU4blErVlSMYFqZ3EsoDlTY2aIRgWQEPiC1ebkwmPAPidljoacd+nw6RpyIP0ZBqg64FcVLV4xoDQYsqL7obYgSNxPSsU3T1BayIoFmlaGXxGZ9UkDimugK14G2A/PrXv6aPf/zj9N73vpfWr19PRES33XYbPfbYY8GEq53CDuBrSLgdap3URRyrG5il0VORDeOWCHfkbqJ7CBEU4huyYFpdz6gSag4pLZwxJXKONcscG0M7i0GGCOhQNRi7ZSzn6XI/drr1ZnyrIYQAHcLLAFm9ejXtu+++9G//9m9044030ubNm4mI6JFHHqGLLrooqIAxwKxvtIrnI5TH5IK1bIQo2qDHtAqWaaUqxgweE1a9vmhaHzX58F7T5x4NUkXEZHfmrlEDS06WzTITDpesBsX6uivVAaaCRE9viVkRufpcBkWeDmplHkWRZ1XqhTJZd0pndOhkkn6hbDehztP2bYO+u4vkDHQech21tRlwFt8nQrwMkPPPP58++clP0qpVq2j8+PHp9iOOOILuu+++YMK1Evk6a2/Krg3CswGlsYiuRk4ZZeVYFKiONq2AoiPaQZlj5pVfihIFKJe1FUbijTcjjQCZ6WUHIeVp6TSLhk40SLGGemj8+oG4sehDvm0IbQ9o8DJAHn30UTrppJNy21/2spfRs88+W1qoVlNmJUsxaRWdNqbZYwBARARUDnUNOLzL6cgsqxMDcZKg5aCVDhZeBsiuu+5Ka9euzW1/6KGHaM899ywtVJSUfTFfo13LNLjgfi8WIqK+WxmWDQhAlV2kRGRQNYXUgEocoypQvJDP5BHwOd2gqoJpvtdJoOVuoEI7SokQwS7hOXxqK4zH94kRLwPk1FNPpfPOO4/WrVtHjDEaGRmhf/3Xf6VzzjmH/uqv/iq0jDVicvObk+gwRjbUQhUtr44TGCBtBUAobLpNJTejBvtrFdGsUD9gUKgpGhwAGS8D5FOf+hS9/OUvpz333JM2b95Mr3/96+mwww6jQw89lD7+8Y+HlrG9JHHGubXliw6qoIfnBh0+D74D0FY63pjLqo3UC8pGF92QHgFxF8ZYmGuG4Qn0DpIIzgTY0mUVEKwhokWD+vB6EeG4cePoG9/4Bv3DP/wDPfTQQzQyMkJvfOMbad68eaHlqxcb28AIl/6xEjdx23KFEChdujIhVobi0t2mZTxd8gajdOHB8VAE6Td11WfBS0UrhfW6plAQl/4rUbyVL/nCyL0tWiTnXExmmX+qd5g6nqB0JKhpsZC6BmUsXDOBComHNuhzUzNPVsXjNoldCuxw+DZeRGhFqTehv/KVr6RXvvKVoWSJmxI6RNnNjB3eJecSmN5G2io6rMiAmtZd7pg7WrJMtzCRkRHX0r1SRzdkFHhJSYsJHABaSYcaNG7xncTaAFm6dKl1ppdeeqmXMHHj4cpIZhB936IeCk7EdF4Qz05dTroOKUZQE4PUZnzvtqKOchhUp8ZHXseJUaRqiVxlLTmK0B5uK0fTXg4bBqmtDwq+44CIqLqbFL13LKo+CkJgbYA89NBDVulY2zuZksQ1bh9WxPObhM5lyEe5qyC9GGohJ00GF1Z9l2XTFoZ+6dIV1JNVE3Fwz0A3tQvn6xVIp1SmmkwZ19g4fc7PKFoyILDUP5bFjSESwkIb6rimcU4TBkBazWXL7uL9t+UkIUzRI/f1bOcOpclc8sGtvdtYGyA//vGPq5Sjm2RuKA1qILEHq8RIJkuZZDiV6fmtULhgsGhTo/SUVQytds2Cc+E4luan937EgGV4mPI4l+1V06a2CbqHzQ2/TBuV8+9M/DcogdcqWAMHo3L3OW+vUBUd1GCB5H4XeWpYdrASRBYAAtOmZlaLrMUDjX40hIMXss20XX4QOS1oYK6BGaVSl5iYbUFVAju8H0Jfs2YNffvb36bf/va3tH379sy+G2+8sbRgjeAdciTTv8Ern5d06p9le1tvOQbtSli6VXD0YmXPydNVEr0SgfO3Mso83uB7vG9Z1R4UNh+lrlCHf3BxvSye6Ie+1yPzXRubLW+zk91u7lOTIkS3ND5Hoi/aPT83Ut3KepnK+TJWYkVD0Cja0OoKr2fQe6w42ZhrmG75JP+Sw6xCvn3LawZGFNXL/2KtMS8PyPXXX09vectb6Oc//znddNNN9OKLL9LPf/5zuvPOO2nq1KmhZWwP0lXmzPOGpsnPG577UoJYm3JgBuQ0o6Yt16Atcmrgim/GZxI0aqRwrqRQ/ZRYEaPl1yBHRIOX5ujaRY2YslUdxJFRcrwEWoeXAbJ8+XL6/Oc/T7fccguNHz+evvCFL9B//ud/0nve8x56+ctfHlrG+gnZAZKHOJvuVD7rUhsmIYOcU+gZGtBN2nxpfUIUS51viOn7GipcvUqHez6BRPWOJIWhUCEdqdw2LsxT6SNSplivLs4mAB1eBsivf/1revvb305ERENDQ7RlyxZijNFHPvIRuuKKK4IKWCf6m5DFsw5c+VXI2KLsMvhmUBiOYBF6EXVYAJRZlFg3mTIvZxNvZg65BGvOVbc9OSxUU57pfMTFqORQiCT0SjOAym52qeckLNQiaWi06izgSwCdCVgRUHdRwryX4/cpLMSxZUJBdcf7hWy2Es7i+0SIlwEybdo02rRpExER7bnnnvSzn/2MiIiee+45+uMf/xhOutoJeZG4FMbgMtNnKYdyACBt4kTEueY9IJ6rXgQSH9QErkdjeM+sexfmS8yTCEWUHSx5ZIE+BToHM/50avToH8ACr4fQ3/rWt9KqVato3333pfe85z30t3/7t3TnnXfSqlWr6KijjgotY80ko3ZpU+IFce5YLp22pSN7g+0DakRb6YN+NSLtN1XgFUakeCeH+PyaMU/HAjOhoLzEEr8VtWlmm/MAtSkAymLTqdClBg4vA2TlypX0wgsvEBHRBRdcQOPGjaN77rmHFi1aRH/3d38XVMBasfEa+uRptYKMsD3YtGmv1xd1fO9VicpMHwY4Pz6aF6Oeh1F5HoM08E5GT105Z1MbcTzHJmywqm+oSf58tBeUOr3Mu4JY/3/6DFuBN9TqXAXrw2swUhDC4V3fSeNg5euxFIyaDQUDlWDqO9Go6gJhXBql6ZwUXZbrdma2RVNRdvg8c1slMcki4GWATJs2Lf0+ZswYOvfcc+ncc88NJlTjZNaJLOneV90za7/DhIy3lpfrBKBCQkwANKp86xAgeZNowX6XfVbx6s0rAJb5VrKemz8dIBDpmMmPNj6I3gSopoHC6xmQH/zgB3T77bfntt9xxx30wx/+sLRQjaNSFp4dgwfrUYZ8Sik3g6leMAtpLhWaBIRiANuS1ykbvKqF6PSAwfuhTGuZtDPDy66cR3wMYK8vSYkV7ULON+DCAUu8DJDzzz+fduzYkds+MjJC559/fmmh4sPDbZE4HZIQrEy4REFRNiJYemh6z6CP/tG98Fx1UOHpDoKWGYRzbAfZK1Ew6DNG6oS/pnG1Ektp5NWvMqtgMeGjytJlwqIshkFVEgbqYiNpieAq2tYzACqUS1vbYR/1HW5yVp1HOzyvhch6NYZPhHgZIL/61a/o9a9/fW77a1/7Wnr88cdLCxUdLp1DaSSUKTMEhtZXtmGavCSmkM6gtEAhAX9wee3xqitT7DfL/hePcXF4uOA8BikpRemTqOjuHumgoT660PGZ8mt1DHyjAS3CywCZOnUq/eY3v8ltf/zxx2nSpEmlheoOwixi76fbQ5sVUaij0qnQkgVpLJBGnoPxoA0yDgwuFwMXzh2HJ0erKs5+GtYPG69uLE0H48jgNHZpM/e7WBqYKxXILU8iIMRr4PAyQE444QRasmQJ/frXv063Pf744/TRj36UTjjhhGDC1Y7Jj+/S6DMryiR/XEbdga2UNA5L3KAv1+relzmvJsGdugvUtnBX6EFuBW/u9c6NiXrDrkK5+CW5CGnolTSBoi5U+m9TaMD1OJ0qS0osXjvbQWLV6i7N3+L6mcJ1g9GAfk/bcQd0u3z/r7o6S1WZMXaV/OU36chQISNxwXh8nxjxMkA++9nP0qRJk+i1r30tzZ07l+bOnUuvfe1raffdd6fPfe5zoWVsiICxjrnjCjIKPtnLpf8ueXuedHd0CYiMOHRpixs4l34oK9RlsME8dEXAq9jiS1GOgT1xEBloicAHr2V4p06dSvfeey+tWrWK/uM//oMmTpxI+++/P731rW8NLV+7SQ3/KkKZSuZr4xApKiIKrROFEKAMcVgUHUHVH1QVzKVdqpUnWN9LEFk3E3085UXr5iwsAPZYeE3r6BrofgOFkwfk3/7t39JldhljdMwxx9D06dPpc5/7HJ188sn0N3/zN7Rt27ZKBG0Wn/CpUThj/fd5qZMIy2VZZelGElWhXQnBZ4kEXX3Y5QMdA8pgFRFUNo1VHnG1ZCattmfPqBeECyFYjAkvxEvOVXW6on1iUyeiM9bX8FSGStV0LWSZYTyDIpqMVC4q17b9ssy/UkVmUua6cFw61ZsmV7vSfSLEyQBZtmwZPfLII+nvRx99lD74wQ/S0UcfTeeffz59//vfpxUrVgQXsnE8JwHDXHOm+OYhCJffSGIjnU2JkbbsIESkDCMSpX3EUHn1yJApRds18zt0UVj52ZOy+Ex2mLbHcG1BO2jSCoi8nZYWr8Lzi7zqgD9OBsjDDz9MRx11VPr7+uuvpz/5kz+hr3zlK7R06VL6P//n/9C3vvWt4ELWhnij1TZ6h96Q3iN9epBP2IO7MWA8wqp8aIfKqeBB59YhnH6XTd5q0Xgtee9/LmmVba7pqxjq3Jo+D5mKPOnAG6XDrt6ShU1lhMB9CITF6RmQDRs20IwZM9Lfq1evpuOOOy79fdBBB9HTTz8dTrpIYMJfPZqHKjIr09iXpvvpTrH/bTT6W4gJL7qnCnpIGTlaKDOj9igzi9hYUCFl20mFfsukaRQ9JxW0+SgylB+GcFE5ifEhGiHCcx8ssxKWXPZoOuZ6glxj9KiKsMJnskZRrs3gTExSiVqoUid6VG4X1V8XzykEDd+OmU4A+VoF9chWRGxhTzHJIuDkAZkxYwY98cQTRES0fft2+vd//3c65JBD0v2bNm2icePGhZWwcVwau+LupLmxuXch9RFW+WjjAIUVcEI0UOGUAYgGlwYZqaK2w9FYK1x8QhzYq2ZT7YsKQlE0VpVlKKm4sbS6LQ4QRW3GxQXSuBHguzNQIRg8DBROBshxxx1H559/Pv3kJz+hCy64gHbeeefMylePPPIIvfKVrwwuZPP494r0HuKaRfCO6GKSOz6ZVjtdvzNDC2cYuOqo62kzm1VvbGSpwptpmV8Qz4frAXXRdT03QHRFh3XlPEAUOIVgffKTn6RFixbR4YcfTrvssgtdffXVNH78+HT/1772NTrmmGOCC9komWghx96XeD88XYYZT7EqC2uZuOFeZtpnyr5k2EOZYzNhL7hJAxG1t5E3HXchhkVVKYbP7GJvkQoxGU+UHiPiRS9oLQpDU5bppXQMyUJYIhHBecBQkyQf6MpmaFO4sfA9aP9yLL7lxPbyv5hkEXHygLzsZS+jn/zkJ7RhwwbasGEDnXTSSZn93/72t+miiy4KKmCtFCl8nw5iGsAbNrPMhhI906rhuQ4GbGdFC3Z1SOEAkMe37zggP5LhfLzqOQyWnXRpw/iplHzJOfaNLid4aQHCoWtykYjXLM2Owmq/BMEnCKs+A7v80ZSrZ8WKFXTQQQfR5MmTafr06XTiiSfSL37xi0wazjktW7aMZs2aRRMnTqQFCxbQY4895lSO15vQp06dSjvttFNu+7Rp0zIeEVAWuat5dj2d3rV52HzQaboOmi6/aToxsR2FEAZUikAejFtMKIA4iXT2s34aaqjRhviFwSc4pH+g/EMxAdC+Kmk9q1evpsWLF9P9999Pq1atopdeeomOOeYY2rJlS5rm4osvpksvvZRWrlxJa9asoeHhYTr66KNp06ZN1uV4vQl98BCnkOy1OU9nEiXXprZHJe4PdRhJ+sXphpKsbsVzoRZFh5h6fhwLUfjEftjS4AkORHiZfG5dPld3/CK1DLqlsMMqluH1CSG1igjlxXrIelRTdnpfc2zTzbFK1Tbo1HpthZCGxq+nSaswIsb1VdNTA3ZV56G9nOqn8YoshrPRTyw4ynLbbbdlfl955ZU0ffp0evDBB+mwww4jzjlddtlldOGFF9KiRYuIiOjqq6+mGTNm0HXXXUdnnHGGVTleHpCBo1QElDnUqh6avpt6ElH/bYSWXraY8GtCISs+cCMuys4rDEv4EJdmO3IxofoCXWclSlazYZrG5+AIiFIoIOJ1iRqwPqyL6y9d6R8AhXbbFjZu3Jj5bNu2zeq4559/nohGo5yIiJ544glat25d5pnvoaEhOvzww+nee++1lgcGiC2+fSznASmRFwDAj670uQDPbhfnJxseEVdeqbHd6IE5B3XdBLN3I75OoGb82kLjLahxAbrN7NmzaerUqelnxYoVhcdwzmnp0qX0p3/6pzR//nwiIlq3bh0RUea9gMnvZJ8NCMGqisSFLoYypDtsYJInkwmDAZ5JVujyTEOvAi3DW3pQYjNqsM2/IjeBe8RdNQxEKIZNJVcQZhOMgvz94qnsSduIw3mmIVAavSCGX2nzTnSUQ5iWzXuHGgnFiLCThWozEZ5aowTvj4YKFscAWu9BTTcZq6JMjcWyIanKUR4qb2Sa7X5iNEqkLyJ8+umnacqUKenmoaGhwkPPOusseuSRR+iee+7J7WOS3uec57aZgAEikqyCUnppmVzGAfIIQIgOIesI3alFcspetFl2EA8NtaPSQ5pksJTEfOtuKJbjhSziW9BtJjoM+0Lf4KPr9x5x9KBaKh9UxjRqlag6kgztt3KmTJmSMUCKOPvss+l73/se3X333bTXXnul24eHh4lo1BMyc+bMdPv69etzXhETCMGSUbrjS/Q858MUB2g3ucx42uyTBgWq8LFaaajsiO8BwINKm5FL5g4ziCGEdnF4yh5S24mG0nLaHB+gLoomVUvVeRUKA0ooSrzuhxXoCAAqhHNOZ511Ft14441055130ty5czP7586dS8PDw7Rq1ap02/bt22n16tV06KGHWpcDD4gRIQ7a5z7JhJWwHIrLfLeZZSycDdQ9Ci+8hFC5Ko3VXdv9OCEVbrOgOMos4puyTSRh6Gfac/n1HyTte3F1B8uHCpllVr9Lwq9YzxkS8hooDB3Hw/rH9mQsXN3PbmKn2bamOQcoyg5Qf7sK22xc5fdNb6NQI74f9Gj7iwgXL15M1113HX33u9+lyZMnp891TJ06lSZOnEiMMVqyZAktX76c5s2bR/PmzaPly5fTzjvvTKeeeqp1OTBAigjS1n0zGVUhpUVIQx60Ox0pKVE7dAhwBdc0AGUqMeAMfgjvr2OR9RA6ZrSOE4EF0moY5btRlLpS90xG8rVCoV3yj7LuusXll19OREQLFizIbL/yyivp9NNPJyKic889l7Zu3UpnnnkmbdiwgQ4++GC64447aPLkydblwAAJju1Mm0tuVYdjNGCEFOYRx1tr23/b78DgpRM3nBaehPhGdNO4ncsjK5s2F6hNstwXz+M9qahrce4X7dPCVgYaxGmNk9BGiM+tCQ28FrjF++IYY7Rs2TJatmyZdzkwQESY/CMJbXBo9UJSnh7K+nk437B00yYePTGz8o3F8cygI6AIQI4qGgXL/CMixz5UZUPt9Y46+4Li3Hni7tfJYWMLJLohUVqMEWOs538Nf4JGp2wPp/GJlYgGKyp3mvaNrLwNkuQApVoLtc/HtOG61jhRpSumS5ERka6CFRt4CD1DvvWX6g/M8RkQVYFppyzZM10aoNUSegZKDQYioOysakxEewqSYJEqyGKirWDKVaosqs1NUqV/EmMlnVxRHFMkVuPXO/9US9jnXDxJReAl6iiC8whA400kKE1eE4uabNXgvzWCggJggCipo4GHKsMmH9c7vviQaKs0EwDxUkk3ko0MCy+p7iF2ZT4mocuckMdD42Vpgxrr1qgbEGnaXchQphobduiiclEnYJBACFYORtklA2xuxObsnBVE0H4ornSV26NM3p/x1AiiCoexWolGlYFnGtyoW06NL99qOOOgwQ26zFReUisRFTPtiVMjfQZE4eUQolO59YsIHUNAtSS6qWw+Qnaq743j22q6oRxrDAqqjNSrpotiqPQke5m7dBNTXyjq44XnUiCIj4yxEtkqWLF2JHhAdLiGFeTgJdyairh3XzTGh6pF1uPxZ8qvcRGtYN0muJIclOsohkSRw2lzQ5UnOqhkCGm2uHLk8h6U6wtA3ZQcADk6TplpJ+gsMEBEVAaDjwdDlW8UFIwAany4t9H3G4Jq8b22EXgruodln894L1lG7/F0W8B6LHoKXVWUzvPjLVe0ro9IQJ2EoUv1GOBcTKvadKmqQCEIwRIo3/blGxrrrVCpsGpcC1OlZ+IXh2UvbV2yokEm3+QLb/x1G22VBqeCoDhYumUjdaqk7hgRm5Wu5PDIQvm4+nv6EsLkozmcsX6sgW19c7KMTyjOMJ/Cc0lxb291SEZlT19K7y1PF4KXqo9MqoWkXVk9U1UTPudfKLYYFulLh2KwolhoQyAmWQTgAckQqGHzzL8A4VwB4bJwlF2GM4HlvlAwwYNkE2mPAhS8gQdYCKEFt6wsLgJnFI3PmQoDX7lsx/DKUPVc6/UKUVgFAls/UpehdS19cIimUXsKop2EsEhovdoeGCRggGjw7wvCbGGpTpX3ppQiqEVewqJymSUFg0VV17yhG1tM8w5eJN5bq9lPR8K+4KMEgfVsFEB5glGCDD/EjTF0jxhkAEFACJaR3g2Jsf7cnkm368KkUverjV9dMf1oCr+y6YzWU2kFvn+rsuQDcDNsHlyH4GT6XyR3RK3Fk/Rp9cwkV71yQgy9Sr5rC3VtWwovrC5rnU2g9ND6yhMjGj3cldNrktrrr8EZkEDnWs0ZdLgxIwTLCnhAbPEMT+SqHzbr8MuZltUAXNEjeO6LPcmAJJKxF2gxhgeSwzWv8A3V5wmFanB8mLswL8G6Mj3nxYQkLg+Ch745D5QOGqiTDUtTVddEua07V2Y5pkD77xIwQESY9KNsWy9zvM4FGhzFSED78Ird4XYU5G11qpGa9QC0hjIPg1cZeuUIxiUgZlrRPguCRus4h1bUEwgFQrAyjIZaZVbH97FDxBndwhCGQpHCYX3zl2SXCSFTGl/OfJ+2DPYeMgCqI4khcmnjvqEJFh4LJYoFKHrhV5yRXg94EdgCyYXAeeYvn1+juiV5eZxvXXU4tCUEjVRPC54vKhRPjIlscCYh8mokGu26Mb2IMCZZROABscGhweeTOvYWxSMgHoVWSvniWqBBQDGDehljOm/p9R2l88hgO3HiU7BqyS1XSl6IggnfeAjogQIDRqg2UmfItbkQtPruAAOkMgwdNretqS6levoUpEDTxUPmWrS10TbYoHRF654DE9/9URST7ecizpdpc0ho0MdBpUiej9jaW/B+VXGkR2z1B0oBA0Qk1RVM2tD7bdVZ+z2Es+Qj9BrlYvs2+VlZMno49w91UpVTVLTV4AW0mzZc3Cpk7DfuXARQpWj6Lzf7E8y9XrUwBcuEjnJlCKnjywdzxdrqoopCQJVZ+RhTFHgQ52GcKfJoQ88cCBjlhhH1Fh4uK8YM7/mRIjeU6eQmLStPxiyHWGjdXQEGiI7Y2rhWgdkYKBaeDt1+7VuQbeMXPAcQLg/CV0FU1z8qYSqgQo9GRVVnnW2dEUYFN2bj3vw6vP1/hTd8R0ELx9gu+XW4b4SIUitNh+u3Rur32bpMTqqPrmScb7P0NhgYYIAUkRn42y6Xm32IvXSnaqxTOhQMxREvrbk2bYyziaFyJX3jfJjiIXQisl48o4zXIIRuDH0JDMtC10JbIwyBgRj0BJF96ILvfhMFL1GLpYpAbWAVrAy9uxmTwwt6N2LVuzQ0JJEM2hiN3Cbe35zbl2Tkd2finKjYucnz7yEMoRBMoRbiQEdOF4UyikII90vv31RqpMa6jeQy1oN0sjaeT5UhIoeO6FbDS/pu2uZsK1slmNhwWeafiXTlwlR5Ojb+MqsUVkWpVbBa0P0HidrbVlVuX0b2QxFHL2bad206fGR9VQVeRGgFPCAhUfQLHsKyD9XfSj0HIsKMPwHoPvYD5Lpgim/mhOYZSd776GckfE/e5/kPTZxIZ/B5GWx4KWrNv4hIB01eNF2XWko8ixUirWO9RFuNwAsYIIXYN/nwnUNlvORL0ZZbcP+2FaEaoEpAx2lzE895QEh/PswjDspSH2VzLTsiDWVAAeBDFe2tqjbcwCQjuuPAgRAsmTQCi/XDlnodw3z7k2YJk/AEXfiCq1iqKCUWepJIFxah8LmWCvNRGFZlXkiYyKOiS7NoA0kZD2LFdzSm+R60AMvQSSLSLxgh5qc4Xpt2NDSJa/Jk1FvhL9dvCyojfcbCkC61aQqMG93qXEUCVPWCVW/CFt6KKMyBoIFGZZwsoAomIy08rpkyuWaHTV15THY0AF5EaAc8IEWkN8EerkvXl+4rulGO64034ODewisThLLZNv0wKbDHeJkCtK9KXf3x3xCJyF5MMdY7PTDwOdbeN6u8RlWcRwR6KwIRKqGS8yoykqtsf4YZAitsF7EosmysS9Efb2uDgE4AAyRDABd9yM6hyqtM2LWV4nVRRgXHhwDKBiTU2BaCj1Gia8c65SLNSBaFX1UpzqATtBE2fC8bVLzuoREQq2ixygW8QAiWjhA+bDb6IsK003DJ9a8pQwj+EhKmsWEaD4RluIbTbiGkQwpZyA9VLF8ilBzcGlol7CidnLm0beOxU/U5WLZXMZky9NEyfFReQcoq9INn/hnLcO5+IWJMbF5WEPoaCnWijZdQha2pZWl7L+kc7YgckmDZ1uV7DpK3U9k2xbxbWVcK0AkLgQdEhElfkvAr687g2mssXBzKGUiLG74rwv0vb/yELYwpvsUXxlBBHQN3ytR9FNetDiEqWMK6Z3z0w0gVmbK8yjRnKBLrqlYNCRHbsp2g1fi14oBt3yUr11DPNizDC6yAAZKjisZdLpbKPmU1dzCr8ktXG5SKGdQPqACbyX6nSZhA5RYiDFa62DVgjHSHTrTPOt0SnagwYAFCsApg4uyf7c1a/C33W81KT+XvN9y8sAzn+kJ0D4QqdU52Q1Kk3muiwWoWA4oI+OA0NZ+nYIEmZVlNDRgzcZABDYUktMqwClYaFsoYpS8DtBHUqa4C6Qkpgi+v1spVXDVNwKkhZmDUC/+FIZOn9nqp6j4mGOBVnI9v8IONPKqBg9HGaVljjs2jGZMsAvCAyOhCnZyOK4NuKdym0Mw0pt8jbdkhgP1TDV1Z/CgWrOpTOzNRfFgvHMs6X4s6NxsrST51hGPE2kAi0auxVk8pGjipqsKGjAP2UHkJ+4Odh2rpbsvJBoRgdQYYIBk0Ln0X76OUjjt3FocbvXM2djc134mP7oJaqB6LgTColyrr3GV8zcq9Iqh6qhqUAdA1+m3cPNcLhT8IIARLS8/llxoQiQvQ/iaRhi4keYgeddcQD1V4l+GQ0h24UCGo8y8OGpA9KmVdqwNy026ZBzoqPGbMCqvbt3tVfh3dBEv6KxN1FFEmBCurAxXFWRWpOnFNRdjOgHhdg+LK5+nfyAZBziJBadSGrqozYZF1t6fQ199TftuhU2TdrQx4EaEd8ICIaMfYJdyZmUP1rUBdlGW5Nsk4udpPlDV+DPkqN3ZIm4B6CKUkB7XpFRpa7hWTLiPOmCb70ec//KnvYjnNqTR2w+bCXwNOE1mD2iGAP1IDs3q+rIZ2FjQMDDQNDJAcBSPuUvHW7tn69TXVQa53VIeCXd2n0B8ABETo25ZOUiOMzMvvBiGvj6AWdKhqBrXVHgbgWgXx8rjEuoMugBAsHYz603/Wz3+IHUjjPfByDiShEAVpCjwsxWvUqN4nYHvzg+IIh3C1UK3elK660hEMFV888d11pnAm3lM6Wu9q0tYk3dX7z3W6x2u80KtUa29syDpM8grtoQ2cHxf+e2abq9pWRmO1TmA9VYytg4cnFhwov3RUPqTQCNEvsMNsoi16ZbfCAYJVsKxo1ANy99130/HHH0+zZs0ixhjdfPPNmf2nn346McYynze/+c2ZNNu2baOzzz6b9thjD5o0aRKdcMIJ9Lvf/c5fqLJueel4TiQtY2nbEvJTmaX6XbrUrqZ8rQvGo2Sb5E4hBAHKAy0kRMOvmEq9BGWxkEurEoQBgXEiwmGCRixTmZcHIZce7omRza6+O7d1Sa0YgYGUqHWExlgNMnsj/rdMbpUw3roEbjRqgGzZsoX2339/WrlypTbNcccdR2vXrk0/P/jBDzL7lyxZQjfddBNdf/31dM8999DmzZvpHe94B+3YscNDokANm2m+u2bjdKzF7cvwKpDSeM2EAlAlVbexDrdhRsStb/Y+RkhkU3KC/M7vNAoJl/4DUDsl23zZLtNhtQqyNBqCtXDhQlq4cKExzdDQEA0PDyv3Pf/88/TVr36Vvv71r9Pb3vY2IiK69tprafbs2fSjH/2Ijj32WDeBciEKXNrheFcwuiSt47oUv+W39wTCNBNqEqlJjRGbqzM0eJ5fT2VhJS2s9LQeXGccDRXIkihUg4FRWTUxoVwhbEtXrrUcivimpj0KuUsQuFG3rCl3j+ougFEFKu/TjutfZ75W3JBM/TARvSUOEKyCZUf0D6HfddddNH36dHr1q19NH/zgB2n9+vXpvgcffJBefPFFOuaYY9Jts2bNovnz59O9996rzXPbtm20cePGzKePcLNl0m8XkhlE3w4TMkSJiLxuaixbF0FEaYHyaD05QzoygnnLmjq3mOpU5dYs6qwW8qdL8CbZ6xSZaCTYYbEWoOXBMV0HCixO12dWBoXI2qgKK8O+JmNdpUuUMWKgC0RtgCxcuJC+8Y1v0J133kmXXHIJrVmzho488kjatm0bERGtW7eOxo8fT7vttlvmuBkzZtC6deu0+a5YsYKmTp2afmbPnq0XItfWPRezLhNyEDrOWYmvd6cMUCSgrdTRJx2RbYRQ8jHS2x9eBSVLXmCAXTmxtdFBo7EZ+wCFensZFYiOR3R70CPqVbBOOeWU9Pv8+fPpwAMPpDlz5tCtt95KixYt0h7HOe+/WEvBBRdcQEuXLk1/b9y4sW+EhJw9TkIY+oL1ZxCKsq7iybBCI0i3SoXKHWMji/HJdjCoqJqF9YsPQqWLFTnss6pjJHSr2xSFX7kWmaTnXIiCUsx4yjOv6p2aNAW7tRF2qo0ei4b44jswU1y7frBN2/tDR6gyVNG64dT4oiWr8xVkT1fYCpV3w8RmaMUki0DUHhCZmTNn0pw5c+hXv/oVERENDw/T9u3bacOGDZl069evpxkzZmjzGRoaoilTpmQ+o0jxRqqbYMGFZNobZwBCzEDYppPKCno2tSsQn/Az6T9ojFKXoPL4/lgbiEEurUHBcml4YiBo69HDE1T7zVATOpb5F8t1VFROLKKBwcaoS+tspOgQXaFVBsizzz5LTz/9NM2cOZOIiA444AAaN24crVq1Kk2zdu1a+tnPfkaHHnqoVxm5pu0S/mQz2InUEtVSZV+HHhlclNfeM7wxUPIKMqi4jRve/VFAcRJhBqaOfmryslSJj1MYAC9ww8vQWHgaiIVGQ7A2b95Mjz/+ePr7iSeeoIcffpimTZtG06ZNo2XLltHJJ59MM2fOpCeffJI+9rGP0R577EEnnXQSERFNnTqVPvCBD9BHP/pR2n333WnatGl0zjnn0L777puuiuWEc1hUQV7KEIZR/7+945SR/DB4+oJEJ8o8g5L+UeQTIPwjFNpKdXFTN0wE1Vg7NpF6MXmkZO8g00Q3qiKFqmyGqnAmnSzaiuTZJIwp3mUkJEjLtDgxMQ9TOKj2Gqu8A74NwmKlM+dr5XuBufGnDy3RdoOBsKBDzQUXJ7FdQivVvw4n4RyeaRNaGcMNwAKEYFnRqAHywAMP0BFHHJH+Tp7LOO200+jyyy+nRx99lK655hp67rnnaObMmXTEEUfQDTfcQJMnT06P+fznP09jx46l97znPbR161Y66qij6KqrrqKddtrJU6rMSF/a5/YmQq7YZk8SG1kmD322RpJYTHFAYzFeccLydKxu6ZUN7Fqi7Ey0yPYqJDW+fWnh8rpByYdYGZOKH1MYlmKsom5yPh4sRW7CnAfLJm454Q0R0DRNtMuyZeoG/jZKQ/rvGj1iVUQX+jogatgAWbBgAXHDTNjtt99emMeECRPoi1/8In3xi18MKVoPj4aumrVNaHr8Y5p1LHuzi0IndGG0HUVFdpOm+18dmM7PuK+303mZ2yor1GGWovX9fpRBaKKDRGPXsoqCy3qha1zPAbSDqFfBaoRk8l90OQozf/brOo1uUU7YWt8r5RlLl54ppdUKzgxpmL5ck6FlhfXUSHGSwvps8eAEyrg8MdRhVSPLQoPBJWQi26k5M72IUJyx9Dgx07sHJJFie2l6G/RJF6ZiOkEMuqeQgoUP6npRZ8AhQdPgRYR2tOoh9Mbh6R8FUohC4QDdbWDARHemTyRDGZrq8MZyHXpUpJ1PC5N/tEDjloLn/rYDx+ti85xILbhNZGij3krNiDpcZ5vRdJuaDVHxoK5t5wPyiJOYrUEfNpXMRRiPEUM2M9iGr5vud8kYq031CUzAADFSsqGLfSUxXoxGTAW01vooQmPsgZZi7hPlLnEDDaTtbTLn+Qh5Qlz6Xwei/HW/N6FZ2t4UQQTYeDoLH+Nw7E9ouJ0HIVgiTDTjSW3yF64Uqus1njczr9kT1cCB92IZdO5WrthGZiUgvljRVb4KknaGbox7/HAKT2zwnQll46EzGZW84JmF6GxjI6V9UqhpJplxUrJw1JEneQehfNpJVeTCymLvEAEbXRqqV24ZnRA11oaaj5s2TJKZVqPrC92PwKjoRGQ9o9NFFYoQFKyCZQU8IDmyrTzb1h2XjlR2FE3wc9UNxCp/jRESusfXrUC8ymuDlhsEylyHpo6tG//3gRhhvZzTwYE8oNKNCCwKVj1vppHBapsNIfOqjLhGLtFVT2tp6KbnXazfaN//LI0znVIqtMquAAPECo8GL968y2bfirDHKjwh0Z90NQzoaXeLLl3EKhRQ+UF2EIniGevnKBatS20MRIHRacosmlxRggAdDs2+MyAES0Z0BfY6nHWUEZN/sIwRkolYSsqwen9XfwCQHpIrqzypKD0hORExxkZXoskJK5xUIxohW3EIFxCooyI6fxOo8zktZr/UkzGZGCZhuEDpbtGjoQnJYmR+7ylj+by0hfrGgDMiGulvt1xBqy1Up0H7de6rH6FTy6IbQETWcOVG6OHUFAO2MulzjUj3Xh8m/tMU0orZ2NgcmXHJIgAPSCEuYVKSslHc6I3jDOdGotEYQfqnY0d3LbOsjJF2qMGhxpuA1QBXeVAk96oq70YBw6+UcdchXLiKtI4TL+HKbx/dPruO08TF8yqzSI/4hWQZ8ZvZRYfoEDBAqqKSTmIXJ1kmCYiQQVa4pc99kCuvPH1vq8o4CVi7Wg+LLIztgV2lilDXKo4EOdpemXUsJ6wsAwOXroIQLBHpRVzivxSrUInezJ0w2cfS5XcdjAg5XCsdCPh2SKtpR3WZgWKc+tmzgmgSFi6saoD1V3WhaYEDR0I7Cdp+s/fB8pyVbUJhTGRCrxjpQ0k8HCAWG8PShvZge2uxfrjQJR2oFC8vrlPm+U3exSnCMaW96qbK3MrNhFLqQtXkktsRgoUXEdoBD4gSJtxwxY5heRVNsZTOopTpcIXThxa7Q05z9vIDoDSm9hxL+FUTN0vb/iqHbDKF3hrdpn0RoZSNG9xyMmcAKVstnajWTpzEKDbevZjQzDP0/zsK7nyehgPaYX8AS2CA5AjUunPZlFWoJeWKUZ9Hq0iiFQyACmC9Fm8YKbXhQVrQHWK8Xw0acvc2dncPXZAe4jGxCzoBQrBkTJ2u8CWElLlRc6Y6pAWaNbfef/IlhOwtOH9gQc13g9pvPhUUGKILFeWR8WKYDAo5rbifp9uMK2CleVnUFaO+K4Vz+3Aj0zkExzWsUDiJ4OIU1JGNXq4u/rJ91KE/VKvZpREMMYyeNQ0i9+LP5L+sICo+Dyb/0LXrGOqyAKyCZQU8ICYcw5+YmFZ8Q7BVBFfBSw5zndODok6he8hTfkN8WZLl9sLk1nlQT0CH131FGUbBpAFUv8/zxBBQxWlnJmg873Jp9Jd69ofFPpAO1kG58qvP4SlQHlGgnIisvE37XXxjlJVpSJQ5UJXI0EDFMNDQnhYQLTBAFAQzsIP2FdfMVIog8B1KOXMCABCpb+wcqA+KNogpy8q6fFPvFmoZqCJQF05zsT4N0/IYtPlOgRAsEVX4Qqbj2T34yrS9hAtPdLr0pCRvZulWd8hbO5tREFrBiNJZHJVy0h7KCvbbCmi324uuKLnWnYfLUN0lFik0DYZUWFeRo3xSci7OZvZCsZQ1bgyTUpWhcwez/maX6m2qjXNeYRSYTayvMYO4PUaDRpXqQqsGPQvM3Z6ZMJ6xPBE5CZf+G48TBNAtCtqCECysgmUHPCAZ5PCCpMMJN0dTmEGmA7FM/HSpBV98FZguPCKXlzwoYPldTfR5qzIrFDB+PVdA60+gR8znEZFspURh+eMl9WddaMgq0Q42Qt1Ryyrm0DgslV6VCJnMI2rfpWjBeTQmYr/NMVkQJnyx8YYy1UYfSUyFgK4AA0SmlHXtMLtf1wxfxgjxKbNLNyEHBvCU4wcXxZqiqlLuN3k8CzyiVRD95a56WtFLYYPoqNL9UQMeTo80QiLBqinbFNSAHgKVgRAsFcpVoAp6kCYEqX8U77vXbUKc0wOtpiELycmhSVE4Lgl2zw2lRGz9u4NKUagSaIyQN1JxptKnbykO4dRbya9gNS2nFiY6WyNqlpy4e63VIb9XGRFVbBm69ihQoXcgzMn2Q5VKLlKR87RpvCAs90Wzv6DMVHV14KJHpt+ikkUAHhAdjPViDXOWRMFxwpeqnAeWHTqfzLEVZuQ3F+p3moaBTQxEpUQCeOZqoYayBuZFbf6GhLLbZgwJIWZCN7goCvVJBwu+11x1IcRtcr6tuXAVM1rnKv0eTGVFooJbD2PW99BGUT6SxYq35fA9R4fjIq5G4AYMECdcVXuVPaXiXuiUfYWyNKlsoOg8iGmQWBC3XDLrgaFo4OFVFzG1k5hkUTFIja2j1H0Jg5eHNgjCgxAsE6lbkGVfnqW7XzEixtmoM1+cGMz1XcsYLNvlMF0piplgkvDiimDa46TBnqGO7LH13Tpn3DIQRlWK0E3DNr/CeMaKEGMwtAl6Okj0fqTpBcWTWQ2wyCVSAp2Oy8mkOtCdjAYW3QYRdDNnEaAeWoDLDD8ruWqND2KPULhCTSFYWhz7pqBrlE060UFtuNVHFT1BcckiAA+IEcVd0agYsjdrLmzqHez57oyeHM4x45JC4fJ21U/Rtc/0Oikhs3CWpXx1KpDaFTnwo8rrVHWDqyB/nyx1IVaqvHOqTfghPjvKhJXDVcl9n2OpuVsy4a8WTjapokIpa5D3M7WpFmKljXWoMz7EXZrzSnWK7ThApZvEwuRxS0H5oHXAAKmcgs5SV18yeS5qJ5I6AWBAUXcxw8REkaFRxSw89EABNVUQrgMwGR2WSZWJBHujWH2gIXYNhGCJiEu8MamDEJHdGu3C8UUhSYw004tSmpwcLiRyOPgEE9mVbldxerTonSjFoiF+oCNEe2+IVjAztl1Ckc6rR5lCG7TeDklXWr1pzDatVHYRXHTFFuVt3t9qbRRS+MyMd6trpTmSsKHMhjoKLXu4MP7h4jadntDoBmMZhm26JteSECxF7EyjxCSLCDwgAkz+5uJOzCQVjs8ZIYmf3zZfvw4XrMGJiicksfYIka4tA9l2or8WEQloGiukCZKvQkIuxSH1BlDaMCzXU2ajZdgvKiiEYdgcZCNPrGPpquSKqFm6EeuFcsGngzSIcsJTM57JHSRtcjoV8YAib0trGzSQgAFiRGroRn2o7hRc8c322GYpkilGmQMzAKcYjjgrK06p4oEZfiXUMww0TYniKuox1Q3qrVHKVH/pS2fKoL3P27nOCYO4QQiWiszsX/93sf0hhC7pZg0tEOcHWUaQ5LuDAsl5YDT7kxlGTQ83vtSolELowiwXKEsl8b9tv1E5dXU5HKpgCjI3m6hwl7BehGgSRpLqBuldHUU6Rpe/LErdaGR11LCtb2agBtJGUtCy0sbn0ArLNkDdQ96SF1QftZFZiSa72aUzSeMt9ZxEBdEYVYBVsKyAB0RD5iWEYoO3upBM04nkVbAMqF4MZNvvTNMEtmEM4gAl5BubM4UAYEnMzaXW7hEqDklKKuoMFyPCcUpSVof14XKRfC6ofyOotGnH3G8Ghdiugc2jWkSketWldiwgGytV0RL7A9gBA6QQq+k9/SFBRWig57lEoVVSLrQNiJxIZ5ecyczSMs2+KgtWDXiqLFe+dF25kCAuWnAPKxXeIHlMfLA6tgX1CJxACJYJ2doWHyLXpU+/24YmuAhTImVh/JjCZ8iye5Xo3i1SmpL5hZqFaWBM4hoCMni4rQ4Quj77YZE8t1VJXRcz89JAXZpeOs4pu2Jf/oAkEoRrvRxu05FM+CuUUHCAnH/JypQP54odzqojlO4L0VCwcoaZpuqGadpzxWV6H5oZzJA+EkJdBiPTAp95jTya3kafVBWRERbGRz+xEJMsIvCAiJjav/UL7XSdlff/F73wShWT6dTnVIkdl+EV89EpzsyqXg7iZQvz2gUGlEF5sWTlp+k4s6kKrXCZ6ZB1iCrEtElialYxyRI7sQ9G6xBPtRS3cwSBqd86ZOONMrazcBNoNzBAjLi2+H56Lvxs5H5iKXouWajQp1AnDaUDuoBrfwjR7k155Pq5Z3C162EB+zPG6SD+VsAMvyopomQhig7NtD8shPEovmh/7EYnsAYhWDkEDwaj3sPoCQVL6QoRDZwJRkiSR847bupIvJ+nKhTKx8BQhpBpMkrHJUl9qGX0cvhXoj8quBHFdG/rus6Nqa4LsfEE1IEpbCjbb9PduolOptjFemERhTd9ZudgzSuj4gM87SInXFfrCUUTZXaNNtSf2IbbpMeZ0ESTME1dNIRwjPU5MibkLx6nih7pV2AbLjlWwbIDHhAVckdIfls1qqwBU/66C5pLHkykQsk4hkXlZlB0BxaX7Fdg2XQ6Iu11BbRT6i7h0+40a1wXjfydqGD0IoRXmUTluYGFakRVZcvVLPUZpEq45rsFpWebq0W8dYGmCdxXqnBGKA2I0Q3ayU9hvMT0mVgWLh8q9vuaJiQA3X333XT88cfTrFmziDFGN998c2b/6aefToyxzOfNb36zczkwQCyxsjvqL1UD03wHA0fMlz9m2YgoiIBNzKrnv+Z+KQ9K3SDZmRYupxO/Vn4NVbOh+p/ulM0g+kYMQAG6h0ik0X40TT0aQTrLli1baP/996eVK1dq0xx33HG0du3a9PODH/zAuRyEYOkQZgazmNwgjEaXP6C+u1K25rngd7fuR4Lrk/UWsEllKYlmtmM0/CLRQx5TLdpDalQeGFtESzb6hGf+dY9QJ6YYfOeWN5FnETWNWFhogiW/xQf8MxOPTK0DmFyWDXbeVStKOC7UdRcDPjIhlitatCFLEd5cuNjpBcRxjGV0RP70DGMm7TGq/SzKqlPS4i65cOFCWrhwoTHN0NAQDQ8PlyoHHhAJ+1lD3cFi+JUqZMnuGQwuJfG+xyvdmQUl6l7CWHCYplA1wZVIW7RSEV05Dxt651qlovatTpvjorpUCiVROG+gMlZUs6Hi/5InHWoslhPTthFZ6sCyVN02FBPUzQgCOk2qVjSTEEI66Ytin+K3fFzRpEYIHTTAbNy4MfPZtm2bd1533XUXTZ8+nV796lfTBz/4QVq/fr1zHjBAtAQIY+pUP+nUyQDQYWwGCrp9LJ6ZO62ssQhYAcqFQkCradutM/SkjclTiaZeK7Nnz6apU6emnxUrVnjls3DhQvrGN75Bd955J11yySW0Zs0aOvLII50NGoRgmZDDj5zeQVDQi4s6udfyUuEYPVNhNsJlpq3kqQ864QIqYq9pMRQx4LIhdUekiGtuV4p0YoWzhBovphhuJc8ous48Wr08rCjzCCnrAYvBqyddVoz1mqCiNh84235YtyJr+aXKvhMc6pId97dDh8T6IsKnn36apkyZkm4fGhryyu+UU05Jv8+fP58OPPBAmjNnDt166620aNEi63xggKgou8608vmPXCKXDB3Tu+Rr2GQsUupdzuK1Q5E0R4n6iX20kcgXs4xEFGQNu0KHQowXK2vkcHFkEtIZbDptJ8OmYWoVsyV1ArK0qDkTkUJeIUTK5TxsVZs82atL1KY6jJApU6ZkDJBQzJw5k+bMmUO/+tWvnI5DCJYOTUPXO0F6Pda1g9gqJq+OJ4wcXAZ8uclT0QvkUn6kS492ndjGszLW8jle++BNpQNtz1q/9BJpnxWtoS5UReSnY6spO6fY67z2HWhnoGYsButB8vfIx+qQMvmjv8TGs88+S08//TTNnDnT6Th4QGSY8EV8+Q7n+vhcJnyS48aMGV1FKn3JFe8vgpUWY/bhc2LK58Htup9wUBriki9j1AbN5sgYEx6gl40qYaWMTBiHpWy2rlwnqphFlqbpY5yoLiJ2PS1WcRBZNaNtn0mB5L/m9R5EJMmtbhxWy3f7tiuxfCYteiFXRfI77b7ijCZLf3M+kgkdSKLLRlfEkyoy83Iy0s/OiHoxCf+SdWnuGkkr8mTqWrgALte2KG2U/TsvlNImyyQbrSwmbQF1Y3ovRsMx1jmS+1xfF/Tv/b3/Y+xmShmpXhYo6w7K6g5i/bGRxsBIV+RsgwESm4ffUZbNmzfT448/nv5+4okn6OGHH6Zp06bRtGnTaNmyZXTyySfTzJkz6cknn6SPfexjtMcee9BJJ53kVA4MEBPKJXiVCbPpGSM+hiluDNJvp5unZnBlemhRLN9kPKnKUhkK8oBGV2imTI1c6X/NCC9j1MVATRYIU5RSquiYLacSsjV9Wqryi/q7FSVOKtdn5c6jGAQQ9SZMGNEI5Y2ItB+aOqJFJxXL4qq7s1R5sqEkDthUxaWHOioMlQFsO8AxjSFd2qdOr3LdfodzjEZ/VoSTHmigMpzvYaJxzfL90TUbG5S3YIXusBn8p+erT6e8ZCy/J5dOnvAAlfHAAw/QEUcckf5eunQpERGddtppdPnll9Ojjz5K11xzDT333HM0c+ZMOuKII+iGG26gyZMnO5UDA0QHk/57wsscn3cwlENjlRvj1HOzjkXpipMCDaw/XxaryQAc8eoLdc2OiqOjXqvTzXGkaVTfbcpxPaROJRLRbHREooDBRellsz7K0UgQl961uvGhg1TNggULiBuM39tvvz1IOTBAcjDpm9TYTVEGyTfxIXSFa9xdpKo6nNL9oU9qVA6hZbSZVa2zXtpKzKZMCdlinvVMymV1GpMa74bLYel3nhe6p8/S89FM0PhO2Gplq6zyKh7pB5O7TCWUPb8WTIVELp7ZRVZDmT7FiPfViu6xxbka9FkLbs+xroIVG3gI3YRT55MNl1C6MS+DOl9Nh/XurMkshmY2I9IGDUAxocKcSualomx2orPB1PdN6YomGnLPglgcVojN0SWvm+nwoJZTxTiH9YA4sLxosVxbJv8wezbC2CpFkRaxVA4IAQwQLcZYBP0xFjGQ8VN1nGXIzNtcz6AK0CJsKKol1QPiBceUGsN7XjXTM3B+mYUhZCNskW0EBIQ2EP0lLBIwuFKFlgYIwSomY0wYljbIzEqx/uJSuhnTTL4aYyfjdnQYMJRJV3Z2LYResR3whCovOqTp2tIDu1hvf1XLZgp/aCqspSJSfSJ1YFOUJSPKrIJleGCNq95tlNONVkK67beubovylXmF6GeqCZsAbdu5qYk3jVAhZpG297ZR6p7K6vfQiX1bfEZD5QHN6JsCd6rYLeTxTWEfkuSJmZavglUX8IDoSG7ORfEF2qUpi7wIphgpTsoWbN3vXGKmTCMUyioiFZE2bAAGg1Fdk++hfd2V36vYnjEuhAV9jRMSrNwiG4X0M8+rGcVzKq4EeaYtosFQuvqg6gEe0BhFhm8j5ZvSKzp9xggJgHJcIRgYumEJVsHqFDBAAoO+AYKDRhU5kXlTnLPNHiCPX/sPnZeUt452jL4CQDh8HkgvTFa2k6KTdwWEYBUhzAoWrlWbzBwwRpyNzg4aJz9sw508H4bP/y4aKAnhYeIsiG7mIY2/9lAILt6cANEM0dMGt3LdtLlKdLIrwwyI/Bu4oEzk8ChG1FdC8oxm8p9l+3s6i64oKuMwkQvTHSTnoakYVR+vq9+rVFg0OicKIWqmqnNuYI3jTCiTVeIA5ck/bPLtjW/GsPwMBFP19cLCrTZz13NuiQcEq2DZAQ+IFubodhQH61TQ9wtag/bFQJadP1V6UnrtoMJktJjKrKtVO2icoC7iGGDCX9ApYruojEgb+im/hIzlvlhkXpBWubu3sYkH3FtC587O5Vq34OQjHfuZkburaeCvnVSxLEfM33jo6M5W1idQAgNERGk0SB4Eq0cpmMFjEDst0OhG2i4/ANXDMh4Tybiwz8Sz8Ir6aEn9GnRBrWiAPgSOmPqndmLVNIkZiNRAQZvuCgjBUsKUHa04AisxPPrHZ17apTu0pv6Uk1+nTJj8sRCw0EPjQQVZWpdL1MHBSBvRNYAyF6fBC1umaFNYkHJAIByg8y5kJkpkbwPv6S9FGrmY5DiTrvPpz5bRI371KsSbRWF9uIWwdBZTO5fTOWdcN8ZQiGYWAVQKIVd6r7NmxjOJN571Qqd4Lrl91Ihigtbquhs8MTGBVbCsgAfEhO9MXa8jKleI4XJCDRldECAMyuk9X47nXaBjW0lUHbbG2em2U9d5R9M+mPq7S59UrtrX9/Zy6q3Qm5uBtJmdySZVrdcVDenjNPEqtMJbSjTt0hOnKo/v+iixFVOVLphn0vOenn4VxjOKOQinojSeDK6bceSyodOS6w4KgQHigukBzQxVzNoasg1J5V6HlsxgtEFGI7YzUcCLNtRrGRmVqirsSRdrQ5fyGhp5R9AOIhABFFH7RaqqwIrytc4Wrb1LIARLi+h2FJ/9KIiB6M0mZl/cpeg0pn2qonz7nY0rVJlWmlkNPusgzp7yfP5liuvSDEmpU4ERosY2xsN0fEwk4RKkmY406J9eX+GMjXonOClWwSFDnxK3czK/GCR0vZUzOjiReXUY22bSaHOQhTS8+K0VMMV7THQEeBdM1Ti7B4IXaIcq4oIJv5nwvxKxNDpKlqvyCdJAIATLCnhAdCTGgRyWYEovdpDkTeg5HFsCy33p52QZ9pAp2+qGyvLKR8jCsVDgQ27QN6j16qM5lbEMHnkUHeMxAAohmmthRSEZmRt7gY5L/vsMBlTpiwyA9KCK76Ax3KAHtYv7EsM1M5C/nAUD+EwIdHFjMKYobSjIusO1o9tvzuwvnJhtiwUCbIABEpzEW2DT22omcoWtAqpm0EELKMT7nmz2bObHAVVeC1xnMOBUMt9ULqPsankW2VViFVWTDWgehGCZSO/Agj+taMZOmB00RSOkc3ost4X6BQmzEKZZAXERC3GWMpdII4hOw7h4cGyVgnF2Q8wKMx3dxPGaVtIEGnx/TW1Fy7OtJmXEsuk5732EQ5U6SKtsTII5pPVL7lbFXIgAbeEMzSBTg2OsPBb3sRDnEbouMn2d9XWE8Vxc7tmSBzUz1gqQfcPgRYR2wAOipdfaxQZvFX402lG51XJ0RTdwXrC/SCbLHisnsVE2uV0hNYPjlEvlSimG3ushQ0uUtR0lT6ZTdWHC7USZ7k3oAqOrYCn0oVORhuOT4oNcJN885KV4PfSmE8z4Mwidb/Oxn2DRYF34XvVziw7ZM/Hez6TPaIKSZSV6QLJAMpOxuuNqqCtQGzBAQiPaFBZj5+gQZOKqjYNIDPbHoF+DMnS86pjw15RCv7mmCgpUTD4bXu41IG2m4227E/g4ChuDKb8at9nssy3Tgi50WzAKQrBEFO/hySfQvG1LeFkPk610Ky+Ioihmkc42T5dem/OI2BbPHNJ6ygIGlIhuO9G1SdGL0fvPJQWi6tPS/9GQUa5ZBUuTh+whVtaNi0ezCNYvS6RU81AIzsrm6YlX9XTZfRKLHKHRdhb/7LQUlGNcDk7o/NqoCFnPOHophGyNi+gRUT60NFKwCpYV8IAYERq78W1Pkhux9xLCos7k3I8Mnkl7dLJnt+VfOqR0jWT31T2jmiHSHgbKgcvqh9UEiDywkPp4bpk9Uc9lFYTRB5FmLeoJ21cSKgyDwkMc9E/yaJ93O/OccTFeE2BHC5RDq7wfPeQm7dTEbRMqDAlRRyh3CRMsoBPAACnEs7En6+tTIDXpa60E6qvo8iAItTQk6c25XcdrYsJxYG81uVCg6WRDpJAAMy6+6tvvMACAkZZ4MEAtIARLi2NHSScRWd9NWDhzIKXTvexQzqPwpYgaeNF0HxPGB4apG9UmV6Vi4x1qSFFFpx+TttFUWMigYtUQHF6aVikaYU0RE6m+khJyadqEEXFZVwlknt22PU+NDtE5V4spW7/i+foYSGW1RsVax/d1OjHoG60csQiooYZLavAX9L/ayJGpRtHTmfwfjYrIdw2WK87OS6naYHE9WxKCxTgn5u9WDU5MsojAA6Ij15MMLx1L0/ZdhFzuKEp3o4bsHV3Iu3zPy+WqVQTyNgOwFqKkW1UT8mx0g/XANVbHBTDMExTs7O8SJ0wSBSH/VyoLl8FAXpby7zQNdFNNzzXGm7TP6E5zfGvpwjnIOEwYNIJofAjbSLJC0m7tI7iHoRRN/YAQwAAx4TPmd3lDcNUD9zJZi+dQd6eHktGAiqmHiOo5mCgmV0jLqcRuqLNuOnIdQLvR9iOFwVEKMT9G1k+D5Qwi0HYQgpWj4CFt0+IV4mwA6z2Eng7kk50O68zL7goL/Pqmx0xE1cQgQyMM7IlXgENfk7GJ7gi8kI2/IIbZVM7UWYizmpn3/gjvw+idX/aFqYZii+rDJXzCehXBwozKHGyXvc0lss5MRpVxsAKLiVodxeixkilq89lzcLmylV0aefJR9JJaCWVQFkz6LRzDSVBDCVxM1CLjA6tgWQEPiBPqqzjaf5IOloRfMTmFOgvfDlUUc50pvkCt5WRQuViLRWJWCV2UiCGhSeZO0dXzagkhq7/Sm4CmXxkNAsr27zQtV09+9EYHGX1XGkuFqK07LvzjHteLG386CgPqpDWXoQ06vDdi1hkQVhOTRYkME50OYwIeOlQWNAYMEC2yEVGQNvNf8H5YHReYxvpnBxVDa25yKjp4PWqnBXWo0jWa3/nlckXvh4LyD2pIyXTpG67n2Pp5C5odcMXShRDFtVfOTJBqrGOzS5e0eCPoMgjB0pHcsBN9YHODYjRqnY+xNF5MN+X05UBM0bE9V79SCqBSJCr5DV4cMatgSqTvUdI7psXo0ZAjiKY0YRXltlyrt1h8pZNONeEfrOkySackmesKZpS8gCyj5xQPZfPMs23SmVnP0yR59H2lxaeeZC6nDBH/JtaN4pyMMfEB9Y1y4ObqzgpMG/pd4MtQLUzdd0zpGzg5Rop+nvRZp+dbDYlEHeXSzoKOL6qFcdK/27EBYpJFBB4QGdOFyq1O1UPssL3OysdQ8Vs9lRn57LPAuIKXtEG+F+eUiWYwUze1FBlpz+0k+Xho9Y8KEdq6uUhPgQKfBxP+qndK/TkXWpUMLMRJB56NZhL0W7YkeVBlOUvjsNl+HO5okORE5ZGugqWgJYMwQCWvlcPBTPPdCkMYpNJoKjIcbPq4aHUnuqdIcFlPgbYDD4gJ13buNTtYc2cqWunCSpwSMkN36BnkurF54LtV1HwxfW/K2sMsKryKU4yhD8QgA+gmbWpbKs+chY1gnbfCrmlV/YDSwAAxIvYInv5VT8qp3ZXmFWR685e9/VmPiViSi6vSkNB6hk9XnouREgBRAWrfUNZxjdXx0zOR7Wtcu8eOiirSeuK8wgtp6gos6T4GF0PO+8HSryoviPFUtKu/MGmAUezaYMTUz6woCxX/2yC0Ia1uKSba7tk6g12DUve3EEdnBs988S1QcbB1fpJSyayUZ3modptpktbgPUnHVsUiNA5WwbICIVgS/VXfVINt81XkgvHBx8jHKlD25zLeBdWUgk8+ltty+wsSGQcukfaQRrWd7AoHRBRAmTbY1uoqOjNryaSmxPr9Nb2xi8dwsxGR5JlBd4x4qGN7LkpT9apiLgUH658e08CV6YaGlE4lxbpM43cAm0G9bn9uGDH6FnR9d/OtW50+MEyWULRjaeABDBATznoqe0CZjhKuk1meRBmd3El9LswIgxqIqJ4rac8lz89xDGF1kMobkRFTkjmGfq6we4oxJArS7HwrxuO4GK4BcCP6a+ZgUMdg7EZfn8AWhGBZYXH3Fz2WqhUjCr0TPZepsShppzbyIEAPTWdNbfOSXLbJV65LAy1igpHPIgaKTNpUzbbjXZ9zCloPScMu++Cza5mmfXl9wlg/9Ercm5E6szIVE+TsezQ4I2ntfcV347kxQZUYQih8r1EQj5iP2zcgIYviXHG/AfFhWhkmhgkZsa8avJ9OTY3180hVDsvsSlGuddOOmxpWwbIDHhANoyrAJU5AGLBbh2AlnUlzU04ajZMh0JdLfQ9SzXaw7HcmnJNbkR0j0l47kAQyqstnIv22bCOaZOUlUhsG5nxFxcIU9cLVkxuqm3/mZ1Hgs2ZSI0Q388lDtbJvgvWFiVXptVh3tVj0KLEZP2QiKEWDQJhMFfcZyypIxqQfPbWifV5WPjbWLgecgQESFN3sXojBk2Z7HcraywAqXSAADdOSdugrpngzL7qxqwYWjc+yd2mkqpkFBi2HKb/GhP1z6VWfgI31AboEQrByCN0xdflJM4L5aAfhw4iP6X0sZgOc+rSLQyaXv/WLQBSpHYQMpSNSo8dyxiUkEem5iERpL7lKrCDEwWaxphwBr65pdRjGFKfLersY8d5ndEuyCpZhea9UL9rK1i/PWYkpyzFdP5c6lVdW8/RmBWhOGY97sObJAuSV6OAYjb1Y5dLRhDa3LZP3xzZi/06+Kxfl0RSlDZMSPKCZNEzYV5B/W94DglWwrIAHRIe2ExUEqovPfxjzF77I7s20CJtWrN5v1Ue1eoJldYNcHldYYeIgI6R+aIGuqY6BPnmJBjVopjOp5CgjW4hrrMlDHjiYDJSk/+qeK3M1OlQiCnpFfqWh6TDTb6JEVK/4KcqfKO/XRd0TvsryoAPCU6MuyRjf8veAlDwl1YQjkzflzkX4rdwnHaw4VIxCt5GMWIBnI0E0wAAJhtCLVJ3KqdNEaq4WAcUAQBzkRg+aROLzXkwazGeeQSvG+RUDANQFJsWc0J6i1hApPLKh9CBmEIIlIjscmLSz6A4ruC95zmWp6DgmT4nVAjsOhgonfUiFjFHBkGImVOFONWceCK2bpkMk9dlSo7QKDH2DZRJVQZ1tzfK623Q5pUdDc3xPV2Q2CbqtbB0wSsJTCy+i605n0qakXK3PgiDimDKJoN93Tv00eEI2bTtJU1pEh5mDXNK+cmCMESdhTCMmzoxv7ARmSj0iTIAYrB9eXv3UAlbBsgMeEAfyb+VNEAyJJOxhDFk9AyJnU5i/IE0l6AYYIW0KebCjS9QCRVMdoU4+okqsSRRNUKJ7RqHlreL8024iKxupMEX4FEu2ZyZCeH8fFyddJA+vuMl2wJQOPASMi2b5GCgeSMsOV1KGBdVMpwQbzTaCuS6aOqfSN/RwDgTP4o0Hif3aq1FaJhaNF5tDTJO5oJXAACnCseMlFnyxagzTiXJL54XCKjsoAqAixAPCPunDkB3QG3AZ/0TfVXoCcv1Ei6+TwL78OCopDimIYpIEBMT6skZ2/Zn9pKrTKboaN5FVC/AHIVg6XMINknCC3jG85wHpGyKGmbx0hRrZhSn4RRlRpb2u6MVCTPNDlEusg3SDwi1bycClQwQ9nQ7UTajVgELhnFWAsouyyLxMkGe2M6JRfZSGX4p6haUfLg4uMqGovC9DpuurdKMhTLWnS0fl0ZxXTp+o8lFt5JnTMqPQSZon73Mpq+pOOZ2pKCyng3XnMEC09pQdGlKm7/qXZs5BWPlOl4Gt90H2nAjbmZhAyG+02ye6SJJLnUn8YBUsK+ABUaK4WrJtICN2vDE9I6TAhZmuBOMyXWDTkFxnFMpl0D+mMv1QnGuk/cuRtmjXAqK6GK59THO89XbXNGVk8CgrE1JFvVlNpphsUYQkKdOJVkuBZJlJnYJJj3S74bxMY3Ddcp0uutb6YNWIyxFtFroRHWgNtV6+osJcBxCj+XESDIRc9szwy5zv6Fe1PslNB/T0B1bB6g4wQLT4tnLdTS/SXiPPbGhvgsWbgpHRR5HWGwBEHVj6SZg1MHTzMDZlnQaZJVEZyxT3vQKUw8Xx0UCZYQs3ZCLqGzT1gQYhWCrS5SddekfftTj6IsJ+qIHyHqeYSGS2pn0uQ5u7qO3Mh2GWQyte1qVaG1UUFZtCjE2egaCg0uXdjQ9iNX0zGcxqvQH9WcX+8bwfPpA8hG7jDDDWgTi5UeCRKtQjiu3JQ+Si7vK4JumpyhOytVxfS48QaCWVPatphUcjzr2IUHz/hqmtGqwKcReTNjJmF0WZyNMCYl15KibgAZHhmZXwLfWFcOMTVsGy6k22nclqtqBEx8zk7zg1IR7nOHYrWAZHd1CFWMzctIyWil2OhpV/mDovOInMzVw1KGDSJtWMSDK4kPf1E6WPqMnGiu/sasEsv+1LCnnIQOvMYyCsUEYRJuq/kDBRsIrKABWjme6vQz+FKkMc9NuMV+QkSqueUSYE3WbIYfuSZ9AaYIAEpd+hWm38+nZwKIbSoAqBN74GgY6cEpMHEb6FRedCGsVLjKp77KBrhI6dv/XpxHveZbWAo31foiAQOwjBymBasclwd0p6E+uFXzFGNIZlLftcB7LtUap0PC+SchbO0vXqpFH0S6zmPLFliFLheLiyQQA869w4gLaBlbvkRccGaeOyl5DltxtnLYVZxdQLkjyAnl1RS6ljrNWYVEaZc+9sN7T1/SjoZH20HNOsfh33N6ehgOYlOMmiEVLfZZR4TVWeVwfZ0nwt9QKjdjyEznnp1cuCEpMsAvCAiJR5EZWYfkxvWcvMTkWGwjKYRWVy3U5tu5LSG6IVmKyprN2co2n7sxlF52HjZ3WkEmUUiYbTTRi7Ht9q4lSco0Qim3FlKc2gNrnxp//zXgkm6Az1mbIgTgOnPJJjrQ8qSsip/+6TMjeAMgQwyhIiHWiUoxOKTE/hNSt5/q6eBnnSQphgdX41QSa1aqZz9D8vnCgZ3c+rGEOAxoABYsSmoUuzBZmHt1xyGqROZXmug1QlMoN87kHo4kDMgNbKSL5qGpTrQhs+RrHKc+KcSUfJ1afrFHKF4PJEQCQXoQoxfB4mh/3RKRCCJaCM2JD9fcqlGrKWBh+TrFVtWNdB65pl/RkRyyfh7YdaiheFuTwEn/kiDkZEo8uQn5PyiM1ks37TWUkCD9KgrLMzeHaJySZkYbRF6EMSnSgsr0QZBX2cJ2vrpzqL+qtgiUUlHhVjdkZXq95b05NTdKTm8y0oNmRbz+g7yzBW22vIpB8x99GYZesaIeraMNwobJra9/4JXgq5IFV5CgWRvm856Sii4a1bpa/Fc0iMU1SrYMUkiwg8IDLpTVfXIRRXUuxEyQpYySpYKpemfJxZIEvB5YxJo4wKgtJ7MrnHWarcqx2ijg7MjD/LZVYbkWo6l+bpUHVc8a1WBN3Tn/QQ9xsGuOKqMuIqWLww9oqUA2ejaslO0ugnI8QhjyqN6xSoZVop+kpvCFEAVWc4B/2JF2fZVUKdW5frqBAXQzdjHRAxYZW8wu7HpP+K3UxKZ/tcmPfYBMQKDJAiksZuMb5Il883zIsWlpPLUd5vuTRngwQVwUrZVUAE9RiJEG5Ean80RhOXMJlEsS1blU6VRenJEp9BddkKbOq5Dldilq1joKrNaA3sgBVnNfmqOgh0CYRg2aBYGz9FnFhIrPueByT7IHqSgEuJ5f2KYrWzYonJw3o5azqo1YPq4oyELKvpUHFmxEFBOMzGmCWpRikVnD1oBaorqLmyOg9lXRgcr318W6Uwy8g5iQ+ScpUXJJVJsEKSbp4+COonRuFDrKEnHKxCs4q8PTVRqD/F/U0LWyFpM+/YgJON3s2srpw48dnEzUgIBU8vBRO+2HgBZbkzh0keFeZQL214EaEhErURYpJFAB4QE04D6qRjsl5MtdDbmPDJHEPZDlV0f/HudwW9QZBPWYTOm8pU8eAhlIPPTGnbUbSBUucVqcZJaeKiVVVmw3WtCrNKBgum8X6iexKdlWxPlpAUngPhYj6Z7y51KrZxcYSVz4fn0lP+eya1/x0/f1SBkaRMHxDT9dIRe3cHo/g2lbLNsciI0YWXE2XHJ0UDBK2cmVmM/PbMGEk34CC1rgOtBQZISJj0ye1sCyVkDXqabaqz8gzW2UZK3RfBuryKBasqe8VYw/WwQoINvuMaxTvVQaeUR6dOJtDplMmkgfq0ceaZJj29MgVtAyFYIunqU9xb+/N0RpEMFn2v13HWc8mq/KwFsQOu90pjemkGo8iAkmc901Ussg7WcLdz3ZRORTSp5xQrkbjPyKYHKr63kNINqSiMLyZKTJHm+iVJrgvVMSTpKlkH6cqQXSIGuXLHFTlOlO4c9U8heooVyqIhqLfZB7mvygsJ1ClLRHTmvNs1a58RVQjP5DbdPTnGmGmyQfSI2FUQT/RV5LCR0U8sxCSLCDwgVmhWvhK/Cx8uroKlwrYjawsMiKAsvG/g2QzCYTOLUhHNDFZboFnbQJCVcS0SW0f9WOTlfelZ5l6uzFe1P90uTJgQ9c8nfRu6lL6csGaD2spmrqqPcOl/HbDMv9z2wm0u+11psS5q7BkB27YT+FraFGu9Bi8TjA5Bnl6/tR/86zqzavKS+rrIJG+qO0BXgAESjOxNtR2zrQ0BHVITqOjOUPJSat6H7pe31wQKkVMseZOEMLS8ywTdpYmLXLVh6pm/dkKjYNYW/aRTIARLJl0lhiRvuNqkYPIPxoiPGbXqMy7L3KyM4H5MOqNpesGm4+U8mgp3vnUGJdKGUBLW7t4AZWmyjd6INAnZxCCqKoKcgm8mni3BtbhSjU03ok9kl/dJs53ifyLKvAhVWIqPi4tO5IorPgE7DysTdBeZ27EpWswKqyWyivFpIqpjkntBILEGFx6PAi+x1GzQU3DOTHCJMnlRspJGh6xElOMjlTgt6hRYBcsKeECMMEObV1vtSTy1dbykfSLLPMoMtBwPz7xcjPU/wB2vy4e6boa46j0bQi32yd4fnf3R263XVar3EPkISJJecJnokPMRhSl5Vw0ySCirdy3zCVXMwFBgsDZJwSWuu1yrA3MrdeoyM42ZFMJIz38UPqpqY6yA1gADJBRCn8g+1Gn5Go468HlPmI3Szh1nOjGPGSHd5C4YDEIMHLraXsp4CNVzKKPIz4BYF2gqjymMiFipS77Y6wE0RwvaRqGIhgSy/rE0XGKxI0F5EIKlJXGHW1gR6UwjIxoz+uFjkoNY/8YrHZZztfvoG6sXmMmJpWPkGVStMpBnV5U/DNjOjoA+rhXWFvXcBjlt6t50Hr1OzgqSBZk9T/qWynDo6aDk/R6y53JM9uHSvmOAExPf0ZeZgZRkLniG2zhHIT/sbj5SWWz+GMeVCGRviLHYwgtqh9A8qsg+HG1T2gYXQ5P1amt4VyWnT57CpAFPxzmFB+nHFpmvydhoNBGXkuiybkNzZJxS3RkDMckiAg+IiHQTcg2ZTJaI48kKWIWDdHHgILokHeQtKMGOrGLgtr1cCLliIcOvWOZfc0TaaY20Uebo0BnaMpFUds6roFjRRndgumS4kK7n/WDygFw0PDJ5ZutBP1eTHXC40T8ntZopuBaZc5GtH/FDbrKFsB2T/1W+ZC2SpupM4zcBB7yiBWJE0w5FPaMzpoy6hogY648V5Lafop88aMMSvMAeGCAZwmlpq47iONunKcnjmDzB+rVqtgM0Ay7BgOB5oY19NfCIVS6i0MMQAQ2KEUkNhKNzJ9QiXOueSf+TiYzKsMw7JxdoOwjBysE9VyHpz+6Jq2DpX0jY87MyItabHeBF9/xCJaDZXxQlkvlRNPthyIORpeVlA+tnWZgu5GAJ2q2r2LWUqq5/0oF4ZkuYfEmhG8QZRqY/ecaIxmi6bRKyJRfHdGWawp4sRg+6WVXhuLiePw3l8S1SrF0gtJ4eEBqrNqHgjCFC+a6sbKbM+LM/1hDyzEyI6GI5kxc3R45KdzZJTLIIwAMSAsGdyMdIYVj9RP2xQtb3aJE/CTcph5uSkFTf/IR8lVkrjsyEYvS/G9814IVOJmE/MBLXgK0hxIFtHe1JZ8BXhUk1mPSGFH7FxRu/6oZVdqAsvFU5u2KeR+iT6yDERX1m9K1j/t6wbDsFo8Q5bmoNqsXnfEgnUvMl5Hfkxjm5HRn7wzosM7cSF2g7MEDKourgRR0kZ/EHksOYp0GT+5yDKY8yaQCojIoaYPSDJNN5J6vKKIx942MRFdWlpbPEO+/W0Cphq2OQq6Huc1ctXpGjmk7ppkIHuVF0C4RgmWC9GUGr3tE36XmyClZ6IzXM5Kc3XEbVLVWgPweW+0I9N2d/aKI9UJ5eCTTb0s+/ZB5dAHUQBh8D2bvuhZk6zqqNokh1h0FYs/0x6v0QnRGp94MrDpVmIW3rKJ0gKZDVKiMNSehspRWugpFrYIjs+0m3KmVvUgkY7l0VFKXfx6INI7FH7DQFy8ZZNGKbSPEgr7lJPKSZe3KBUlH0Q5Z6+CQPaGZ5bo30mbTxtwOsgmUHPCAyygtlcfWEG3n/uQ9u7rCp27FIyXveAbjxpyJ/xeBAXp4y525lmXNkhefiio0lErDAVEk2hKmuO0UV56Zou2FzrA/l8xqatCrPBRFlQhtyBoYwCBjTHwCkxUrvAck8y6aTg2sEzww8BNmcEQcqrJ91rqwSuPQ/VyPMlElGbbLc7vIFRToCsaJDelB1f83sT/9Q9psnXPNdh2BwZCVggn7QtU9TvsLEBZO2205KMKyC1TVggISm6CadSWiTDljR5vsrqADdQHgAyZx3/qFy/fr7tt7fCrHSpaGFrLuhMM33polJFhAfZdpH/ljbXgwjpDsgBEskncFTtXBTONLoXZKnq2ApHtpikkdS/p1sLEI3UMjtUBZgzk+enSyahU1nSlj/u340E55aimliBKZrgzYXVHPYQGEOObSOqHSpal3YTDqjWWU7splFNLhPmOKmnvN8EmU8tp5i8pyusJFTX57O6VIaaw+NQoG6VI9YnUY7JIi7xZ6B0xlVwNQ/q1YHYpFJnzMVWNSJRK9jYfcXxgTKjMR8mPQpyttifyyo9GeTxCSLADwgGXi2L3rcSJJVZfgYaZ8qMyk8wj0qwSVOowCLVbbU90eFlWUuiDKKyBbD+Cna3uWKbPe1Rdl6YX/NeNCZeNdKLUhfyQjYph9lk6u8HJwo/5JB5bEqA4Zn/qVfmXCgIk9tTUgDGEZyearzcKiEqFSAr/HC8osBcU3yNoGl+BREVieqCRSpr6dvQhf+2ZE/Js0q0T9W2QiGCugEMEAsKX5+ov8znU206Shymlg6V+FkqqxNbA4sQywVExmolm4SYkCtnYkUihD1lVy2+NBviHZmkkerU2wLDlBhNT+4Xi1RWWSWQJnFin9r0vX3vqWNqz64IARLicIFUtgDJVeiZNqlrlBlb0s6o826FtYCWZKf6bDyYvRmLjKOk+QUxHTChvz4w/IcrLwq+nJLEcN93Hj+Ac+1szDSNFB90tDFV7oMlk7o/g1eHe2UhI3KRojocZKNEFFHuLppxDxY1sAhYbWwIm9NibpU1oXyQWCDHFVgOmdTVLCVjG3WD4Ok33R92PX8XRtuQfhV8kXu96I+yAyZmJCOZ8WRPRhyCFaBSPr3kcQFVsGyAx4QGZ8LJb6IkJHwDAjv3dzFXsOEY4Ttuhs6F27KzgNxclu5MDPrqPNwyJtZ9hNMOfhqmhZoJyeE9uF8ajHXRXH70iX3ShiyKnyM6KLMfOUTup7y4cxk0G4qQGuEiIZIv3+7v3CUCXKQZcSFSV7H4gvpnWvZa+khFxP+xt1dGxQu5nopopy9XDMaj6esPqTrYdQH6bBHykD1/KgJcYzV6gYBRGCA2GCrQUQbQzcYKEXojqcR0raYqmcKoWdAoxQ0wLaH7CSGS52lFg5kq+j0kQ8BmfaHPplbpqBtRHP5vK1qxaHyBp+JjGgqBgQAIVg5en5t6wejkv8sfegz8y4QOV0vrdLZENR7IJA8KKt9YFY4X1kGLrtgFDMZ4m7OsueTC8lylF97iChP5AMMUIBFu7C+xFzzvWnKd25VSx+dRJQmDcRwCDm8QbWyVeKxFZEcAuVDH4QMvFfs8iRzLrZ63VH/l3JhJf+FWWFlGYVCOO2yotHxXssHm71rmem3zOfFpJ73OF/1l2nTyXiIMl7MYq+dYod0KE/UAOuvIGolVxuaBU+8qpEQkywC8ICYKLrp5gx6RjRm9E3omZu66qaSpLde2tKi12mz4ZIRojvGUgEkP3Izd1Vohga0TTQKLhpBmiVQlFOtGagOKZwRLIOtsuLCswOjx/RXypInLlT6gklpLfVSWpww0M7pT80YJKdndL+sJSrAcaQTalbWOZt6BhXQQoOG2gAO0trS/i/8733t528Ih6xqmAEaAQaIiHMPK5oFkJNWOFPlQ5lJyCLjCloiEnAdUpyqos315rC4Q9J/c6eryCN4lQQy7EoR58wg6NHmbtg1XBxzA6Nru8ndd99Nxx9/PM2aNYsYY3TzzTdn9nPOadmyZTRr1iyaOHEiLViwgB577DHncmCAZCjhs0yseJY8hM7T39pjgmI7W2fYpZsJlY+Xl74SnThFhlZgimdMW06XzqWNGOvf4eGwYNdR7TZQh0jJ3ooEYa5R0Ft5dMtDeZDqFkp1RD43xYRORp/ENksTIOvcRA4jlQ5lyV/BkdVpOhnrX8E52bQDr3tyNj3PeC6L9FlBWZnxgpAnJf81LpeenmtD009WwYrp48KWLVto//33p5UrVyr3X3zxxXTppZfSypUrac2aNTQ8PExHH300bdq0yakcPAMi0wvdY/JGA/2bw2hn4mOIaAwRS1yJqlVolLOPPgpKXIvR1hXDpd+UkdG6reZOS9igGCc5nZ6tB6YzlHFHGQ6rop6CDqY9bid1DU7EblX1Xc8qf0XftdUdut2J8ZKkSYpIPzx7vHfdC4UYBzCspzdNWQW8/qL6zIrhRhmRxPNxyEcnei6RL6XuSwHoiI53ei+YjJXu0SXwufia+3dvG8+lFRPmy9M3IUEP6J4/VeZUZPyAECxcuJAWLlyo3Mc5p8suu4wuvPBCWrRoERERXX311TRjxgy67rrr6IwzzrAuBx6Q0ORm7xTfxY1RdCZJAXjJFPBEoqgTEBdtmPdqKUWGqvhQewnyg5cq8DTEQLTgkjWM7USWVk8k3hPVAMPG+KCSYxOQsHHjxsxn27Ztznk88cQTtG7dOjrmmGPSbUNDQ3T44YfTvffe65QXDJAchgeglLC0f6UrYI3peUEUSUf/M2mTOBugOcYkrgtFqyGIs3GKqmAZhSEolkIlVWqKMHyWbafJc2+jLVCl1yTjlGjgwkgehcyCT+kMY8+7Kcva258N4ep1fM7VrnufwUAiRzKLqtMXBs9I8YROIEsp0W21XErbmV1PYQZZR0aL7UVp+OJJ7ot0sQpxs6m/puMD1WaWjpnSVbCKRLHylAATs2fPpqlTp6afFStWOOexbt06IiKaMWNGZvuMGTPSfbYgBCsI/Y7Ge8taZjpnpqMKnchm6Tm5GBFFJFV+JMKJU8Grw3LHJv/FWAw5vWB4iDtYPnn2WEftYZ28jaNimaLKk9O2mTLXyyr4RAEjYoqVnYT96YRASHrFyttyvw1yFW7WLrVrnhzggvHBc7pDSpsp2NX6SA5LdJ4iD5UOkzfl3qDugqjfisNquV3S/DHWorD8bzlc17epd0IfdhDxWkZ5iaT4c3lIIDXPtBmr9JuyG4tGBOsbH6kOonxmwpihLc+AOM9jV01PlqeffpqmTJmSbh4aGvLOkkljOc55blsRMEBEAjWY9MaVQbbe5V6s/FEvmnFB8UG9/20fE0cJGx1zNS1Gl2lDu61SRnkwnCAP9D2fVQCBQJ13AI+L6GTZ1oFnQ9RNMNhmJxtDwJkpU6ZkDBAfhoeHiWjUEzJz5sx0+/r163NekSIQgmUiueEaZ/TF/z3vR/IOkGQlLIfymPA9GFbyW/ZuJs1i5IwWF0OkwNrR1UGTK6R0cnUWH8rUg/e0rhnvLEPIoutkOtdDKBmYok0mD46zvl4S94mRSozUL05NEslRTZmyLGUWPR8ZL4jufMSsK5jY0OXnNcgLIJwqtEQ18+yWaSmR1Fk2pftClNs2vR1PXY96HeR+aKkHVMek3g8S9IJq6QmFWwX338aZO3cuDQ8P06pVq9Jt27dvp9WrV9Ohhx7qlBc8INYInUHuA0KHSm/mY1SuTIXlLy5vp7oBZgYANXY+acwyuk2eAWV9+ZPVvlxna7oyuxOSZHweTBTHjGK6Jro+4XRKLomVndsfedav7DWVr408AaI6QGWEpPsUA/4kCe/HEchRXf4I5an0o7LtiXrHtvAyjdjW6AnQVjL1PvoDHk8QHdqmrtihmsxMuqO4K7P0LqmPS48X9UYE9+gCfJa+rRJXWTZv3kyPP/54+vuJJ56ghx9+mKZNm0Yvf/nLacmSJbR8+XKaN28ezZs3j5YvX04777wznXrqqU7lwADJYIoPJzLe1EwTAqbBQWZ/yRbr3S+Fjm+dRz9hNfPZsrFjQ0Uz6wNHTBaIgkoucRWZ1tQWA0xOWK8CXJZSstbdt6FLwCCiafdOk2KWCZNnutDVouKBBx6gI444Iv29dOlSIiI67bTT6KqrrqJzzz2Xtm7dSmeeeSZt2LCBDj74YLrjjjto8uTJTuXAAHFGb0ikq2AlXhD5mHScL8w8Vimmy6giVS6jcvWeX1fPRsqzrplZCYuC0/O2EVBdSUy1j1PP1Ic26zae19fBrir1rHPO22E5cWGDMhvZiyHlr9M1ia4aozm+1//zqsxN6LSv9sIs0heeGmdtnIsJgHJVDzO503AQWj597eyuapsUIlcX5TqGW1G1lBKIKrz+Relqu9UJY4Le91HRDIVL/WL07T49gYWwq9GdrJ9X0fmwqKfGOsOCBQuIG/o5Y4yWLVtGy5YtK1UODJAchuaduxOLYVm9DjWG9V9EyIS7t65jiTfiAK7FbBa8Pyg33TRYoiASUcRMNCtgJYWlv8UQLIfzCKFNgivhBm99kTsfWkvtbntm/FkpmtVoubgvQXo7eT+xNPuQ7rccKGQPzE6+GGdYmd4OCFKH+kzsHstRdVBXwaSTcgorq1tBtMoMAIU4zMCk3/vbeGYDWTQPMa1qkkHQDwV5cSaOUSJnhI9+YiEmWQTwEHppbGfuCma2XG/oVdCC2MpKGfDTBzItaRCi8aAyMEwH9sb7+YfQdeUof9iRmYwpM2iPB6b45p9P0WxVQzQqTmR10QZyVRawDkNllXmmI2C+oFXAAFEhujaV04aUvYkK9430ZT1jCrwfjNQ35CKbJCOXZmepzszsskkfnk8UiU2htsZaUeFigpCaS86rxlkDjRIedJvQ9RpEOc/Dcl+UP7UbjV6ApB+K+yUXiM7rIA0AcnWXvIiw7IS/KJwop7HvaxRhZgWtijqHrRqVE/iIk1ZJkR4dREUgXogunn8IbeWYh3ORhs6g3SbrObkvC56UzHuBTGII/aOLTWFAadQAWbFiBR100EE0efJkmj59Op144on0i1/8IpOGc07Lli2jWbNm0cSJE2nBggX02GOPZdJs27aNzj77bNpjjz1o0qRJdMIJJ9Dvfvc7d4G49EUc7Ks6btpvWGp8pG9BV96chEF7ZnBg2adyicoqMJaRX9m5deed/O+dy2hstzAYslUqBeL5D3ZAqbowHep1XRzLyBBqcQbDwLXuZhNqnCkaEJljBR1muGlzNhoyyoV8iEb1rrHvO8so6hjW1xVWmbO+WilK7qdIHZIEepZHPjZnZEKP5Yh5NqZItFw/DDNVEnTCxZBZ3kuqmFTILO/Nsvvk9p2+AJWl9aKP3FaUFTs8wk+ENGqArF69mhYvXkz3338/rVq1il566SU65phjaMuWLWmaiy++mC699FJauXIlrVmzhoaHh+noo4+mTZs2pWmWLFlCN910E11//fV0zz330ObNm+kd73gH7dixo8azka1+eZOq8xgGRMbtFvjOdCiLLXg4M9SA1JUqymyLgqscVIQ3UVWdQhi7hx16aeXnQArSu8pSBUXGc+lMQlFxGVG1Q9AavNuN/6IyOeNDk1Wk42jgSaMPod92222Z31deeSVNnz6dHnzwQTrssMOIc06XXXYZXXjhhbRo0SIiIrr66qtpxowZdN1119EZZ5xBzz//PH31q1+lr3/96/S2t72NiIiuvfZamj17Nv3oRz+iY489tvoTSe2IniXfm1FMX60jDtBzMwHS/tRDYlGmbW8sSicZSumKFMmDqKoBSzrL4SCXpZIpPtCyvNYTaAQR5UAk6RtNuB4KGkxPJGaclVNgzLbceZqPTvps0SQIUe7B8vSTeBnEF4JxxZEs/ZurG+tZYIOOy6yy5FpAHYRSOOINwXOGVwwV1u03bwChKKradL943au5HpX0EnHBmbTJFrRXaVzR7/LC+CFZtVLSB9oI86YmO0ElRPUMyPPPP09ERNOmTSOi0ZefrFu3jo455pg0zdDQEB1++OF07733EhHRgw8+SC+++GImzaxZs2j+/PlpGplt27bRxo0bM59ReEZR2KuHfqdMwrBIWAFLuVxdbjZRcVOWPShFvd21Y+qMIXFnxvnBsvuTUArxeRCXMq0sI5XlBuyps94iHuDY3riquXtXW5B8bjz7lSeDhVwCNhqCxVRpkoOlgnT1WBhyKezXdel0O8ttZuIXWW8Fx0XneAigq7+eAWhznFdPi7h7FtJi9R+F6F5CSP01/W6XGRP+ihuZYLyM6h+5HEXMUCZs3ar4RmFE6csIo/g0XSEaojFAOOe0dOlS+tM//VOaP38+ERGtW7eOiIhmzJiRSTtjxox037p162j8+PG02267adPIrFixgqZOnZp+Zs+eLUqSl633v38RXQfayQa5M8bQLPxlUB9Z0xRFDFUHKibkiGmQG4zFTGVuv6Luy1RhxnhwyYhJx9Q9IVFxOYPcLEEBETWO0KKIfdpm7qIqOUCjRGOAnHXWWfTII4/QN7/5zdw+JrvnOM9tkzGlueCCC+j5559PP08//bSllJqZTEaUPlQ1hvorYIn3SkbCvVS25qucIbWNy2S92bfsYCUvhTALmnmZUPKbTAf3N3KKxABTEKlYztRkC7ribFZUMXNbdb2oZvMzZbqelEZg8aWmqkkPuY8JTl7eS5I8XJp5yJST5vmPcmJzQV/mFY3tzKrPBJAjFoOiYE2ICV909VCmMI/+YyzOFEIXkkj1V71YtfYM4dSl7IXQpVO1V2mMo5p8EMcQmfak03VGIUALicIAOfvss+l73/se/fjHP6a99tor3T48PExElPNkrF+/PvWKDA8P0/bt22nDhg3aNDJDQ0M0ZcqUzIeI9A9nWr/5tR/SQGM4ZYK45KUjxQ6pUrRF/cxJy/DRc1AdIyoH0YBgpjJE5SIOKEJitIKKdrSO9EwCDrbjrp0KpWsq1ER3SrUMpMQCkrjqZJdmEJPINYa07wFhPb3BMwep0xaKJ62EpZRfNtJEHSnuZyR/sRek6BDVQCfXQT3rQV+g+X7gjNQJanp7eTji1l5OuCz6UDrvEOT7ZhLKmdETWn2nGOPI+6WPHOmpE8vpmbwm4Ty+T4Q0aoBwzumss86iG2+8ke68806aO3duZv/cuXNpeHiYVq1alW7bvn07rV69mg499FAiIjrggANo3LhxmTRr166ln/3sZ2ma2mDSR7E7tyXGDmUyJpQTFTGeBKiO9l1vZd+z2NQO/PVIGm2tOl570/IpzHbAbmEdBL9OhptzVG0iKmFA48QwqLRtk4ZBkY3BLRgyMZw1CEOjq2AtXryYrrvuOvrud79LkydPTj0dU6dOpYkTJxJjjJYsWULLly+nefPm0bx582j58uW0884706mnnpqm/cAHPkAf/ehHaffdd6dp06bROeecQ/vuu2+6KlalpLNWvc6RzhJwdccyzOYrQ8ZyA35TTxULtO+mo86OnssjF7KhiQWXZyaJKLf2d0gyHhmlFQSaxtUrFzWZBlcAz/yzzz8QNiqBCXpBlDNZuS/5nmRm7PdFhaoF5KLOUL2bpLRxYnG46hpZXTdx2jf/VKD6t02WiWFWpDsHWc8N8rnXiYshrphQsI32Jur3f97/rvPCassDradRA+Tyyy8nIqIFCxZktl955ZV0+umnExHRueeeS1u3bqUzzzyTNmzYQAcffDDdcccdNHny5DT95z//eRo7diy95z3voa1bt9JRRx1FV111Fe20005hBWaU8wEm95DERUmMiMYknkXen12Un5cQbmhMdEEa3I/G/SHQeT4ygxEmfRUGFNLuMDLJv4sK4BUIUSMu415gSZnOE6otVWWVC98zRYiDZE3Z6Y2f6asoRFsUjZZeecwkm241QC/jJzCq/ukTftrTnfI7aXk+kadOqEIRQzG54WNkK9Jr447U29OtQSJvpOfAMoayeM9XPS8i9e90vJBMSLB0qXNuXEVPGlu04PaerD4VCzHJItKoAcItegdjjJYtW0bLli3TppkwYQJ98YtfpC9+8YsBpfPHekLNaPFHiGoWJFU0nLLfmpIJAAUtunk5YXNeuX2KwYLqeJ1+9rXjJHvJPQOqT8H4yle6sK41UE9QDXFR1cSia9NHu+gUUTyEHg8udzbFLF3iRuythKW35xW9z2NmRCmtagbTeFosnQnte2qEg6Wnw/preAvGR/DBnWHGNidLV1DNBGu2A3uiqL4qrR8m9Ive/9T5oZiBlUi9tsww0ZpmXWbGRJjm14YbCeeSaftNXUSHcsuKmFktzZBZZlf1lhhrXAdF0YEDEvJ8aprqY9IX7SlwYb84ppCOEfZzcRU/U+G9sUmkE/nAk0Y9INGjdS2KP8QbKsuuKJMb1Is9cXS1LJa7IZumBMw3pnIDcsXBPP2jSSoOGFSaxqIMU1K9BVcZ8d7u4pWsOgKfsziedYr7DytCYdG6RPJ24XyyxoOUKNFBil3J8uF9nSWkk1fOK2N/UL+sTLSFlF/+1OVBD6MknsB9gVJdGYaErhk7Iwy+5Be90kg204FTAWVOOJKhqqIr8tyOOgq3wXzvzk1QWF8eobMz+T+nTB/QHs7S59RasRJW4cRvzcQkiwA8ID6oOgArWFFGdae1yrhMOgd8JhtVxzQ+YwaAmsZaZeUFG2Ymi/pj0Wwm6T25TqgmbprAedBUMb4qn8tfoHNBDZQ2QuRNslECBgkYIFZYrg4hOAEYk94DIu3PHewz8A+B0niQCpBXzcl4faj/n2XTeYuZqZ8B00q5B1zTPyVoax0q58LdsaxDfQrvu65L8ZRzYVa+qpa8vr8mj5wcjmWJuiLz0sR+PjrVk0kre5Ira9aWGQfrlrLnA5Sm9hnfgM9LxYCsirTn0dshhWqnfZ3kcYC4b/Qnt/VqZPo/6AIIwZIxLtPI+j9yN0rW60xEfAyNmnZi38zNAFK2I0p56fuZT+crWs9fHCBIykYVhpU5TLh5VrUSFhROeYSm2yi+i5SJzzXUAZP+W9FABQsDeu0zYek5KJYLZpTRVZkDpBAs9dlp9KFaWEFnSAZExrCwyKym9lxcTKj2qKgTh0OdtvvQpP5oq/qv47rUSTo2kJVj9oS4sC33gnPheC69sFA8LpdTsnJWvrgoYZyPvsQ1EmKSRQQeEEcK2758s0+3GY60NTRUM4QhMOZrargt0ATOdO2cvEbSwBWVl6C2KtcUpNwsL6tJ6t+6Z1DK4H18zR6CUno2gHzoqiBmQhjJuckHBapoAPSNTgEDRGJ0wp+bb8QywksIiRHxMTzz2o9sOpb/Lnkg/HE8OGcYSQJw1eNywixlMpspzlrWPUPdBeRVjMJl3K16ah02d9kKiiL5CQ5zO0hCsLL9XJ6PLOrfBcorcarIesOHnMpyrWeXci09Mr7kvB6qerH0CMnEOekJGsOyQajaUs5DoUgkzm3k+qV8jDDeSUKwVBMioNMgBCtHUSdlwl/hW28wn3QkNkZaBkGyNfrfs8fn0rvCmOfbhxgp394uPuyYid/ulZWsbJP8lvOUf7qelzF9hzRUh07FSDIQ9TwuSOHVFqLJt8LRYKI7ckaI2F+VnVowCIjk0Cgur4IllqcZpBiFTCZoxAGHYr86X0G2UsvgBL7GqnNwehGUcJzphZC5DV23Lto2eaK78KFG1BXrEBXySk62p6IcBgjyM+GZMyYsxasVYky2f7ShXYz0PrEQkywC8IBYY9H5DZMD6oS26SukZNldvw2CCNANhNtCHf3b11BXzTxWBA82GIuMsqfSoaoAHadgjjG/w0K5WLV/dJIuAgPEBdWsFJN29qx7xng2skay8MUZgGCdS5mNpeGUkUOcps6/jLB/jDhzJ2wPcj5M+RXYEmmlua6Prk3reH7WyT1G4zaPSSk9EQ4Zaw5LXhSXf4CTct1Zc3AvBEsx46zs/55ovCzqhIptsp71FqI4C5aWqa24EjKYS3XKu1KjvMmpZpXuj1SfFVL3zEmoelLoEnlTos/S7aZ3hiXfexllvB/9zZkcNOqvzXNRIAtCsDJomrYypElUkkln6q+ANdo55dWjks7XP54T69/w5HyVONwUufDf2GsTuYQwq0we8oOrbFTuJH26L/BNy7cqWk+yVJTdgEmLx5gmJnwXzNIS0th3K7QE+lroD5QpO0DILZut2JcsiCXe/MWJEpXxYfEsBCOFqpGfD0sHLnJ+Fu09Y8hVOEi2yrZc2Zk4efF0lCsjkt/IS7WKoStt6zJly65yhGtzbkFlCJORWy4s344ZURqrneqbvhFiXOZX6Bf50M04wSpYdsADUhXM9AIvzY22sGOVeLeGFczwS5VUunmCCkDFjhKnAi2HxbX1OG3b13YkS1rWU7OSzrOe2WaKYywPbQ0tnymwpeOnNzAEuY5oDAAGiCeazpMMxHurYGVusvJMJJOOyWWpGdW79lue+6LGd0KRKQ4stlwMv23y8EroAJRjDBQa8IFyiwsPOXOeR9US4IZ8x5A0s9ibgtU9gOojp+hYkWdGJS8OU+oSSc8oi7cYyLt6NlTpmfxT5c1xQJzMUe0uY59E1eyjEqbbVDCr0NcR6gaZeV0aCT9yv8WJS0Y0ZnRb4ft2ZK8KaD0IwXKCETFVYGKvU7H+kpYs8YCI/SX39nB58C531nzx0hdL1F2bZcpUKRXFSl5pDDeTVrIgYvKzIIFmSpjyDMSBCJRS21BfU5ujElyOtmkfgduQfNP1POPCQmwGp8k+OayKSStSqVajUa3FbyqjQNys3lAZE+oRf3YQXnF/982+rFhW5ya2I4tJpbZiYzgDA6F0TX/lqlyu8uWRwzXlSY1klc30WEZ8TH/MpL/UvTGGWG7suD7rWDUxySIAD0hpJKNB1ZFcZ92aQLKDiKjfiXQ93yhyG7REC0A1NkyAC1DpNTRMWihmC92e6a/groUJg1FkXZtOStkcHOloAgwgNjMfVrOqdkVBdXQKGCAqxBt38vCObiYwmRmQZhNHH9CW38yT/JNmLuWOpexkrGC/hNXDhwoFYXBx5vcksxz2WsFNf0DbdA8u/LVJqcO2bZRpQ6oZes+cggy8De4H3c05CW3I7RNmNnt6K+PRTJNkPSa5jDKTE4bzy3lHHWZpUp2puB6VqQiFNyi3P0AZGFVZUGP9VG7bWZ5LFE2C59fAkBaU8BIzE0GR/C48iIhYdI4FUA6EYImolptVbWfJNoVHgFHvGRBOydIO/Xu0dAOVg3sz7kope5b7ki9buY+rv+eK7g08cvnIYVhMGEwIq2AZXyZkQHFIcS5Naef0wleXPZDwXvqnZnzLDGHdJKvp5WXgRKOhkbmt1Dc2VGNgIcpHOfFgEkZTF1kjR6EvTC8aS8YombBV37oLU+eUyuN5sKiDGSPlKoS5Ak3ZsvyKjV0ZrVWsequjQaVeQcRn5n9uR7ZAxii7zK641FU68dEPw9L1e+UndjjP98UmiUkWAXhArLC5eNleYT3B53oDC9n5NDOJurW488crZiTVG/xpg7KJEdRblljqo6r+60nmxl82P93AWTWDWhbTgKXwQMv8vShzfsUXAs/gxkrXJ6ZKGNrKbeLYIYoTBA0AA8QFkxHBer4CRr33gORjtjIzeKqVYAo7IjOK4Q2TfqgnNNTH9N4JkplJ1QoY2jDRWU0l821EH0IJV0bUVRviHQ2J/pE9CiScu6ESZM9EOt1sWkrcUUjB41H4wGluU6IzVUlYpg7CX+qKG4+4glnmX9SNth5YtnoGhtgmq8UwLN21EGfYddEQ6fiAZccKYyjfx1UHw/ruHAjB8oalnUncNNqZeO9N6GKctZBWGLznvQhyT5cNFbNITvKL35XejF74lRADzsS7QjpoSQ50uVsE0LIV6SPlAKBO3RfbDaghwtuxBQfKu0Nc80zfsLiwaZm2jYCZu13Rm8cZpS9PTZbITSN5bAOuHeopH4LV1zvKGsqowb6eyqa1tDwsL4E/gi50CXlI6oTrQ7CKx176kyt3ys0M+hobagZvI56ZZZ6t8hXI4zix4uVoPtUYxXShMun755FGdyYhWOIzaLqMmCxD3MiPADdNTLKIwANSBc7GumrwHxBj4yso1MYLAgDQE6Sf+GRSfEzmhl5STqsxsmwsKY2+ahRL/OoqfgnBoFHRyNX0vFfhsaGFAU0BA0SHYcZQPUU1+klXwdKFL2Qe2i4oSzn74dtrNWVlBgO6GQ2eTZyKwLKKpKRoehr0RoiF1l1u0Bn4GssMRPBbX5Cbne1Ue/JNmOFXKwQPoeQsCjqeblaz1zYys4+ZbDQrABaVod2fKkdFZegqSPCWpF3w/2/vzcPtKsp08bf2yUggEQJkgAwgMihcwDBI8CcQIcAVlNZWVGSwwdtRsC9NI434+KAMKu0VUFRs9RoakeHiBW1bhgsXkKmhIUADBjAgAUJy4MqQMISTnL3r98deQ1Wtqlq1ptprrfO9T3bO3mtV1ftVraqv6vtqWPmVTapjyJvjSBM34WEm+EdNyt7WT3sBT/5RxwfRGECOEt8U2rTYD6lpuDblysYXhEGBlmC5IG06VGyIDOgvwVLDiI2RRcmyrJ2OcwPMugRA+CEolOSSCFmxJE/NyiqnRagsaRgeTX7UdM4yE/JobE8a3kvxakZ3rISqwlCftQCi4ZDHV6E6D0KFFC2/ihNN37th0wPxuu9wyUU8NtGNwm3GiE0OB6TGFXScNb8FodsPWKcRlkvdqawdV1gOZcicyHuJhVFp3XaMa3jtgHMODVWaCXtGI13QgVHu2G9hdOnWE3QKlhNoBqQUxAZFdEV866d7EkWcexmJNNdNt1xfJ2JNv2w0SBnlRPtzWCNkKOzaPpeCg+XkGu9CyTnELViSVT0IJwMlTzxLFJvdNWYxxgujrtl3kEv77iHlt+jDcRoeh0aLS1hCI0AGiASlamsbGhP+MPlyeLpDJ2wrXIoieRij7wyZe5/MisnwLpBEgqoRIljxiaUbQGJWJ+HJU347y80SUf1r47pq/xxoUVbyoN3ZNy2hknVT7D0UpzXjuPFMptL2HHt7q+0iqLloYJI4BVAJm0iDGfNWCTIZSll0my0NZi9HHZTVsbpkq0O7W5YdGfKedcTMlb8DhrQARP2ujheka+GYQCkrcezDlHeFJNJUUUZbI9QFtAQrDeIyBIakUki8TAsA4+h0lBG7dOKL+B0pnYdAmvEYuvAkm/gUPYtLIhogCAJFWRAVS6g4lE9CZgNcspCp828JpHIr6dST2hadeK5jFQjaTBaD1+maGXFT0fCGbYTna8dmkdJ7bG483Q6x7glOwZJ1kW4JQYrcxtsGncEQLMkIgxgsH+mFreEAxKY4XaBT5kWQQRZlICe9KNL6IkLPI1KOwEU5aEXCBpH7YrAOzD2iUKHx5C+1LWqhjAmi8PH3eDkmhGN4dWGF9MLwDQDr9T91QZ1kEUEzIGUgbBjiR9d4syRoatySAsiA1NOscnTogp0iveS0TCXREIVTDGMik81ApY+igsRtSWalM4WvbJyeozwS6i+nPswFjbOprDSL2lOEmqLFDzVt3JCWdarzYx5kgKTC0vtKnSCLBuIs2ISudViqS7Cic+1Nni8rsZp4qshGeTTJ9NPSeNVD74Uanl4URKgbBmlQ+GoOkS4xCGBol2H7lZZhZTkmKothEqom1VljS1/8qctfEdvDGMcxsaI6T4nGZUWq3NZweJgOqIc6r4UQOVDC6HrQWecQZm3zJMBkp6ykp8Lln8J7QCzJ9P8OukAIZYOWYLlA3f/AoJ8LFBpaR92EHnkLgOSbfcXOlSWTz2JQJMKqC0p1gZigHJgSXvyqaBPtMqwMA5hU6MOylPuNg5dsaCtHM1DGCR7eq4pDO8jbqSfS6V+TBrGCg8C24E2duWXBgCAOoIlr20ZmQcwl6gslAVFPRrcU3SK8jNCZXAqbpleCX0z4m2EvjPtJQRoDsbYqTZezrBZo3pMZof6oIVLylmcfSMEs8zCNstQ+S3xRCJPhVVNaSitcVpVY/qkhlRy3zhIPDnQKlhNoBqQQ0lqCZue258bjXu0SLjlzZJbmxSQQCPrGYW8wmZpTwsGREwzovypXNjyULxkFcrmfQWiTF7Tp+ke0rXTGF4FQJ7hUz9RxgcXgtsWjptE6kAGiQ5apPs2L+FiH95dhJcIG/4kN1Orl0ciRKlqOVmqcvAiteJ4MG/zgqjJJHRTJAxp9GaVBLPNsHsrM8K70CmQkdZ/PoFFPL4w3OBsMOQbmecIEbYhLHzGw7Xmpp+NZBBHbKYuXXqR6VIV7iSWq6uk6pQzey04vG6f1PQcJeXTHEmpQlyaXtygTXWItFJkGJctVVnJVP3+jnKqyS44TRD1g31zev1mXqkwoD7QES4S43EDbEYcjXRZ4DBPRo5mBjjpoF40PaVqRKfcssIUzGhFw82ZKx+Kl8YcfyIaAQF6KTaCVw3cHVKV1M8aQtqxAU9TlnJeVxc0mBlEtauW+S9XwNIYVX+wnceuW+Qjo6ysut+VQaNssqEEOcAYGrgyPWXQ/2mcS6SvFmaBNV6c3FVldBSz1eWgLHJn1RaR7hedgoxkI6qADW6CLfT3LUopJWUZkG2NoSZUxgqjMhXYvOyM0iHQGa8wpWJl1Z9WokywCaAYkgTw1nCl/NG9CN0SJzt93oq249Zk6dONSLGaOQ6gRxvjzGXT2K+dn2q/xtbTePeWStfPK0bOxxBeH1GUdWwmY9We1nBnKxJZMK9HqzDUD6k5SYwARibGB4ORMhNNG1lNRfWgNyABJQ6JhyZ193G8IHSQLjBA1Hgu8gcpsgZ7CwStg/mlKWZOOxcsrWfHKaRhChynvB8mgHWzcA8Og5KlbOdQE6kofE5yWZmQs49LGvLrpibKQ4pZ0cITIJ1OFEbhl9olntzuY+jHpt+RFeWwezKcIuqPSVTkVVKvcCSYMQ59uTa1l65Gr5vBZPCqqqgbKKr/o1EsJYTvWnJap/hQbMkN0+lWog0zxycfZXtASLBWWis6CRii+U0yaMg8aUrgHJJrliMIxKay5I2ZmUZxaIzf0TYbO3SpLaIWIGqE/oEq8wTRKS5NOQQ9fEoM0FDx0/HkoShMtSMhTViM4bDlIfe62sxzL7MncjzrKEjhr4smBvXSPJQcNXL4PIHoJofUY3pxLzZjwjbP4qHLZYRF8jPkI5VL0ihCWuTzfFFstDsfQX0hmzIyr7WQjkfOkfWGkmnhN11FUAl1FIPiGtcYZLf+wXtvaZHCvI+gDZbWXPPupGWvUGIxzsBqdPFUnWUTQDIgLXAbz2p/28yrzVQmfXifNmk61F7a+wbQsNETrjFXQ43HHwMvK4KkUBwq2cYUVqVZIUl84lYeqXI3ejXIx8GclIG/ZNx5tzVdZcPLalIMyH0XknFWcsoQxBTJACkEekIczAv0XEdo2fIcNT2h5iqeg3GUFBll058+rZ/TrNlOJtwMjJHUjWVnQcJDeCqA7rCxPRWKJLykBS3oCZSSTSMMhUbXqushRaaVzTTw0GCxtL+URhTMS+mWUaSu/HU9iUm+rOibBq4lnC2Pjygu1QujakdGWsguQrGt5jDICwQUFjRCeIw1pWBQ3YKbeC75Hy7DCi6pPM/pQ22gbaAmWDi6DNqlPEqbrWdy/yh2NeJElGmHqSEFtuLlgebEHuCHfOo+pmMksSiGD4ImXjwmieFNCpO0aCbGu1IqiCsumH76/NFTceaYqGMWpoN5iSC7ByrPPA1AWdAsEAg9XREomol4S0kAop5BIJU3VKKTCawvnwGEzrtQlc2lLKTzUfV/w4oSrdfLhwxxkP8STfgbx6HubaOpJmaKXg4l7QPp6Sz09T0kslKYZ3TK9iNAJNAOSCofz1ESjQtcfmn9o0nEMW2YrdOn80kRoglIg1BwtrURFxqcZ0rVtf7GmYQtXVr8VpM3TdGEWlVeL6sKsPzOnY9LFBEImcMN3G/zVu8SWPgfqeg6hCUVABogzDO53pQFxcHkJlmq/iF5G6ylQ+uvM2S2kOz7I0uGHngg1iDoFK744KPwOOQ2b/AmZ0rJjK57avpQqA6rMQurGVmvkMiUpDy4dlm7Des7slLHdgKne+5IhzSaozpAUzuQSLFXOHCdeGeUU5VLrpql81LJj8kOR8hgpYQtSCiRvPckbIWFwZBiRlSPJQJLMzF2VEV9XZFr6VNbQnMtfebQoCvEX3UPQtDvdOEAZa4TPlCeesabfctRnhGaBlmBp0G8DimsxmvtLWBPyzw7AOlx+EWEUVOhMpWN7TR2qAGnu0bEVcu1XBXFa6hIMFr4FXT0IS3gpEFeXlrnCuLQgMZqy2k3ShcJ6WC1fHz6XqjQqk75lzkkp5VkVHI3bvEhNI6VwUh9p2c88bDPBgEFJXnUqhAsdIpXSgXAaTYZengsho/ZvmTFmiHVGR9QZqv5giXiJ5Z7SPhJBZpPoxgF/CuSiNSSaFeJRwgKHaDjaYJ3qMhwyUAnq51mvH5RBfGrYjH2oS13JVfyhAzP4axx6iBfUsJbxSqQLAB7oHqOY4nLvpoAD6A1aCAE17ctpBiQNir3BxE7TFpRp3gOiwtae8rS1Qu3TNbJmcFCcvDkYI9msD2qqOV1hrS8lVaaKPYOlJC3qCaYMy7IS1KENamWog2CERqDhas158GLTTZFjISU5QmtBBkgZUN7vkTA+wgYWNTalgUK5pt6TwsHSb+tasW3juZqmJmHtCVhKPlRHh8koyWnjlBa2LJTOaXX/lE1WHmosGoAS5VMTMp2GUOGowuRM1OmS6Gu4pNJSvyJPJE/OMrjkRzp9I2RO6pbouE31kxBHpzPEwEwJldOIcYGX+i0UhqiDreHdL1cLX1Zv3RVNCoqoBWvWUxLOvA3EXs6JuU0nGyRsn0I7Fb5nequ5RW8QmglagpUA0xgDmmntcGpTNRJCA4QZpl4TDVHXmmydTEmtTzKEggyJ16Isi2pH7OxjI0S7Bl3kKX1cprPMqqCwjNp8ubA8UhECZKpSQmDb3iaTUV4GgjaY1DXBfxbKqO2KLwRT8yQt48i5JyQwQuL9JpGyhDQAN6lDhv7+tyi4aiwZ4uZFQjdX1BDFQVX0EO3PTJsGh17ERuuOqkaagyiUhj4I635NS5uFpn0KiXDh6H4u6R5d+HhMxqF5QWgNQS8idAPNgOSEbTmim5GewfDwAV2GuPK3HzD+k9i0Xp78ZdpahIYjq+4cRL2xyag1RqoSkil/XYKKa7eF2YXS+iwm/Un+Lif5apCi6LOEL0DlHXWSZcxiwA/Bw5g1y8RMPYfQhCIgA0RFaps3uDaF06H6zjnlFKpoE1XsGYg2gWqtGYMg2sGLm8ljTk+QUbqs8XYK8oon58TzJL6UZgt7yFI9uFUm3iA4Z7vc8kmmliH9vKKIasDJDol1lvwiQgeoHjVXvanjiX4LF6VTgCKlKuhQQ/ouspR0X7Wn5Hg2/W27IOSt0Iirwe3d0MWOPXgecifKOTyEhlvCZEhYPXSBIZh5FcZDNoHoRYStAy3BckGiZSgNSgwWGB/aiUJNx8uhvCFUXO2k5c3SAl2OwWJJmaRLwjSIkF8uDghCo0QdVDQVvmVXx12lp93khxFCLhlt8xBvFDk/N8spWM4OC8NxNNEl3X3TXhMxPkuqBdFBEEW3pYGo3Udt2loGtn1l5hOwRB5Rf2jH5InDBlUDQzBG3KytIIgtjJgel646VQkniPkQdadi1TgrgoqWhQ08PRY9Z6fyzyyQp8G9uIqA626UlH4AY1HnMLpNw57Ui6GPIHwxqhIkvBY5PjpKMjp91TTjgyPppBkkaiSKCJoBSYWmhSfGNkrnkTgByxZZvAdoWmIypO5yoUGs3qBy2b/ebtS01RIyoiYVtnQxVAdIDgJ1DF8FVN2UpgJtFwVdyyzBqoei83PEzxa1JnXYN8Zotv0jQ0GbgpqWaqfEzXTCNdWHVoEMkAQEr77unumSaHwwxEuwAoj7C5GYPUinyXRd9bZkOgEjaYRwMQFhCUToyTQOKpyUhSFQDo9Ns1FNhrIOc7ITtO5BuCNP1nVtVfzLNPfSGrBuQ3aYGBP/JhEvA1UOodAGVK/JikaKqhtoBKojsdxLmgFQDY7wmhAmcrHqeUpD1emrXLq/6v3UBMSfJQrfqmbucdao8nKz5cVlBURKkg6TsGnp96siky9IB0rAfhpW02Y/CM6gJVhGBDVeXIvMYGyQcUcOYQmWso5A6EiTC0rk5O1isf6AIWur1HVqYuOPOtxQEmUfSzCclZZqiIMW6TQeMdGKjmbxrpScnlAJKJmjVco7R2dUKP8ljCyyOBmygsUtVRpzGo7n1cmVeCGY7iWsrgNgJv5WHBeCzuAJo8ImKGR1IuipSB+lRHeCRpR+LiyKXxs5C6fYL4QFXVVlGeMY9JYKl8eYo1t3SjNXvHgMIAwBZES/ueCoFMcFeiueI9Q5TLP/TFcALNJ1jWgOXNk7M2jUSRYBNAOiooTKLY7Jjem7dJqlNTTXyqcjTPO+ukuRLTsuoSvQRHVQbmXpijrkhQAgHCqXnmjqfedz9hOGSzUdVtLZ4QYm/6feyZaYO2MJYXJwDrrd1nOsQnCCWnlyPswCdSDTggv1e9F0CY0CGSCFEHqu5Evh/AaTwsHQdzK5M9Z2skqk0jqopBYwNnLxNC9BZnHmp3z5VBnNl6qhGvRIoCgcvOCNQN6uR8l0WVP5AytLs2dQnBVQ27W19BgQLr/irrMRmeQTrgd/eKJa6vSjZvYkCifrICUVRznLMTByG5aCCNFmXKg1Xd1/2OhGXBBNzru6kqBBEFdx5VUJ6thGfRFhVP8tfX3o1W1yNSAkQEuwdLBtxhbXIYsdoPBODCYYIXG8OJy05jkRKFzuxfTTZim2SXYlp3TmYiMPZ2A1R25KLxRLKI8StUTrjIIk6pejXBXJM1xLraLSzZSsWp7qgLtgWev2Tdh+C5AcCGmdPBc+ieWliPWAFF/Jq44r/J4GUTZV57DEFyTLtRyjSn9FWKab1nwS5dO/kFj+NuZRclm4qrUy1d+g1GhuXrHzD/5mTStq26qhL7ff6PhdVTck0nN1GNQIPdRL5N6gBdCDZkBKRr8xuZ5Hw+SOMzVS1TU6S/qx4RKu56xVgyMQ6gDfbcJmfBg7d0AaQDsInWdJMZcGG5IlIchjiGwKbyV0D+okQ2q4rA9b0f+EGFQcg0da+ynjGbk2a6oPrQQZICZYZxrsxoI0wZHYhx57/bhr5yPtf8zREadB54HgggdEDKee3uXqvUyg7h52z0gUIZVPYZTVRCro/EpL0qQOEs5Hm8JCrI8Me0Dk2BlP11GMGi46LaxCh5fjWRQe/VZnQ0y8GZFWjpKhVhISelSZxUkzItuKgeV1LBWyDcnZj2RzT/E8GtqoNPuRxeCnR9Mq0BKsBHQ13DANmThaDgDj6OheRChNSaZ4/bSDUSbcYzAIBGWdhLsXQzdA4Vzv6QyCcuEtppFcOZyAyWtZjayStNLAxvxVaFXDQK6mp2FooR4kVwQVGRHO4kUDzBxtxJ5oNDCP1lGresZkfISGRwd9V1RHjtYHN+eTi19SMhU5L0QuBslbo4y7pdS1RoeaV50iNSxjdXkG3gY7LBZVcG5lOhDJ1C9UmgdfuqTho86BqNwcS6dM6ajLC12eh2hQR21UTkfc/xE6JaL7quXSsP0fjHOwGvW1dZJFBM2A6KAeQyl/UQNnaxhqI8461s4aNosWMqVr3IuSYkgRCE1Gan2uUYU3ieIkoro/RXVXqmHyoz/QMBjHOrFEcdSBiRglg0FRm6fmOpgjlIgqBmIZG1/txoJZBiFKozNGcUgzNDq0Tsjkd+NRwITGggwQFYnKncGTEDrpGI9fRMjVAHLYXG8vVvlM953XcBo6dV0ijAUyM9mTYUy7AKzKrQItNHDFVl2eBp61pqK0elzRs2Xil2zOEGnvFuPCwRKGwPIXjSz2gZi42ZSLsx6pSzgZpNkj9eALphRD5TCQ5OEWn2Em+TWHGhSRIxc8EJVJUbuBvwek5jmlgC3xE8OH6DfTBBIvyPfTl2HFiiPXSVyE2oKWYBmR5qUTR3ZBBxt87b+IUJNc1HmGcXWdTpKXRWnHcVnoPXDW0KohpRgd2tOsoB94MGHaNEqmSs2gexbmWwQVPgopqqXlo0iyVVdLW4/o1KmmBozDMF0pa17kJb7wzyFZMAjLrxxkSegEy4Aj+C0t1RR1YapHVY0n6ClJXscH7aSnGOQXverqNpP+6JJwOP9Y0O22xLKijkoxr37Q1YmicvhCmfrQ8zMVT7/M+diMjy4cO3SC5Z+q/lI6937TKLseVAx6EaETaAYkLxzGHe6PvIyWlSeNNO+Hg/vDwYDKJUeTlE3dUerghpAdAyx7q3dRGURHYa2R+sjSnwlJyU4Lhca5mHzoC2ovfVA5DAwD22JT0ca7CoYohGaDDJAEYu+hS1DpexCPRZvQVe+e4JlMeOI0YU1CWOMGsGweN19Ly7fodRTyY/QGVqA92qiQKs2TpwJrxXNJb1cmj15uCgCFOvzEID5+NZ40Q2ozQhlHuAQrVfel7olLk1XUf7EeYdaZDEHfQDdj4Kj/nIXMGNbBXjPSqO+EKvLOg1a0wRBVZcanJ1i0vD3SlkqqbEB37OO5eF+dtQTia4Eu0O8LE/4WaBaE+oKWYKlwGSBEpwmFHaO4l4PHfUq/X9ekz4RGpVoxyrG3bgI6NE5L2pEi0GwKC6cS1R1gLJhCDX5yNV82lO1gSeNzPf3JeM5AlZpPn4lMJ+DYkvUX0RE5csYgvUjJLXbOHiureE7tLp8o7rxMXketLHcy7jNjwvpr7QlYJohHVInLsCyRBS5pyZgLX2S4mD5iQBeYwrHkT3GvilY/qGm5Zki9xKy3E/wJWdowYO8jfpxjccSpWdYoXS+SpgZi25EoxeVXXEol/qXEkVSBOhYQKrA43gh1T0KNaAYowdeariaSQUuwnEAzIGlw3sgd/04cwRvdiw0WKWlrh8yN+9jLg9zAXYJzVT9kRdHNcYTmop66sCGIDVb7uFtt0+ntSToKU7qR+JITTNZ5uu/mqCnXGqgvMoncwPwRmo3CejrN0FeNnpSkqAm0DmSAKOj31Yo3WjpwxO7li/+osybKtGRWmbJHU5CiTSJvn2AdGZdxCRk1ypQ6Yki9bLzf9IGHL9SxaPJ0alniWA4HGiyY5lsZaQqeQSC71zhyfHBlpsEShyt/JVEM7Z7JOoMLXCwciEiyi95SwXHDoAmreltTUNYDKCMd1Vs8Jr3+DmhcsWQX2K7m8hZAUSsiwymgmjGPyciIVlpEukAJoI3TuEpASAEtwdJAMT8MAZSGxeJGpT0FC5A7d+mkGiaHDxukacrf9EJDi8hapHpGleVXYr4D+Tljfb8mE3e9ZFEU+ZVKWGqlOdStolSg/Cr36jDtV/e4tpJNu18mcu43kL+UBKXRu8imC8bEGzllVOtP+F17up4tHS6oFKbe6iNaTmryTOjSFYwOQd7Q+OBMKAYoYVWWSPeIRlfGfCrJGVcx6QZDhkOw5AvMGNwshazD6jfEqlxJEdIg1kvjMmGUsG5Xhcb4SEtfbUOaMUY4TuovwQrHQJa0BSOd++x2ioCWYDmBZkASMPVCujDh92RY6UoGryzTfDMnnAZHn4qS5WQsfToJpUH9FKHRyHm006BRRJTI8OCCJ9IhwZz9WXKgYRjgpti+qXqyFHh6xlGZp/Q9NapylaOteS00DhxwobAs4meQNTVoWytDffGNb3wDLDgcJPzMnDmzdB6aAVGhnVzQNzumNgwWTgwIXsLItSW4+3SeQWfh3C87pSd6TV3SErwRkcFC+iEnhGEUK8lJUfazMAo2yLVOGfmKtq/cUFyXxpOesroZk5COthU96w4ObGlCNS28tB9EcziHyYBhkAycxIlbCW+I8JsFM6zG06KYewMyelkd9V+etF0iiuVgTMdOkHAOk172A105i9e8OJ+DdiIirz9FWmJpSESabdE5ZEV9p+EKPuG+M3NVpUo8KLzvfe/DrbfeGv0eGhoqnYMMEC2USq+bH7d0GFEfLB4WE95ROnluHJTYxGMlt0uDDByaTp3FioMBvAOwnkGevDImBhraQDkTz4pEt14RR03Sqp2+z7iuQHhcTLqohCkKhzSY9kfJBSwOzHV7JWy0kVHAwTo8XhKhlVuAaWkodK2FyV8DnRHLKBgttoF3YumqJp9WIySrnrWES9zKqSPC/LjyRjAtCy4gS1Y+X6idPsoD1VjPWJ7Oh0DEhZXqM3IlNu4DTRFDdLxK1+J2GJ2A1VGpkjqIlz7mqRg91EveXnoQFePGjatk1kMELcFyRcIIMVn3POobzVEG4mbLkbRl6VU4KLCGLFsex3tVoE7KhDBgMOmPS9DUazno5WslVFBxIC+ilMZtK4gU4yDb5RIgPt+MDpA8QjHlQxBABZIVtl67nLQU5NBx5lUT5oh5D/EhxFi3bp30GRkZMYZdsWIFZs+eje222w6f/vSn8ec//7l0ecgASUC0tHXeKcWjp01BnPpQ3JDhy7SsHkrDACCtg5LuZVA4khdRc1+cihW9lUzNnmyUOHMT+qiiLKyDKKfI6fcyJ1/AG5gVpZSpORF3E7wEz7trdOklf+nho2WjOo88h13tcCGQlSSeNQVT9J+RQEhXO/MhRHTSO0aFmxLFpOjLbLCaQsjcNNqqTBuaL1HsImqulC41bxkW2EwtLWsU2q1g4HPhI4tqiMsCmQi5MGfOHEybNi36fPvb39aG23fffXH55Zfj5ptvxs9+9jMMDw9j4cKFeOWVV0qVh5ZgqRArPJAy/akMwsI+X/cmdKHTDN8CzBH2oTk6Ro0sDMY3kGhDywOO0HhQ8i6tA00qjn5+NAMQXTacwiiKxyC9MxrUdzGUeVhFEQMhC0degYU9UpXIl2at26Bb4sLih+OYbJQ1sZiiuEUyrXgLpEF9PEjXzVRq0RGWYHWgtEEhM+IP3WFYupeqhrKF90M5O6LhEOhDSVQhcWH5VT9MpGiTRpPDMel5YKzpudW1oGulI4qZQ5pxgETziQRtkOLTgkFbD8cCjDqxiL7NIYTaxlWVmhi7QLkZ/mHJW5G+St5OxIvGZM2pCIxzsBqdPBXK8sILL2Dq1KnR9YkTJ2rDH3744dH33XbbDfvttx/e/e5341/+5V9w2mmnlSYXGSBGpHRk3CEcR/JN6C4ctnaWZS2kscfUbWpR40o70WT+psBqxBCMyNTP1bh8vYjm0xjWd+Ruwc0Bi9lEOTbQB0Gidd1OvJq8i198js1KhW6QHf7gsqpuYv5qrB78w/cDzLoLvaSH5ah3wtui48EoMdWjUjB16lTJAHHFlClTsNtuu2HFihWlykNLsHRIVHZ1W6XocXOIHl41bZ7URRb6oKTBoLoh1LTSNmKab3HToF3yhMR5iL0YWTSEL0XcEK2V8PaMEWSqBjqXuwn1KERdP1y+ZH2dkiyZmNBWatEmdG071ukBrugkvUima+GpN/GSC2EmIMGlyIlQPkF5iunoXmToLGCToDqFov8qgu/yavrzqREKdbXc8suG/vOzno4pjh/kaMb0CIPDyMgInnjiCcyaNavUdGkGRIWwPCqCdkWG0Gkq+zpYMO0RRxMWUqvGh3ESRDOoMDr7UgyGNAQDmKTCCPLBlT4uGKhELxGqRD8YzTj5R+m2TF2VXd6MplS0tGiN8rraHAPpnrg+UtaEqRXQPsWpRHVfIpkZogEh6CYu3rPEY+J7QJihHBPjXp7cGGoZRETpS6dghXEUxag6PEQDQ5Uzz74zbRTVsHGtB/agqXJIecmRTmNQRGG3umA0KLo2VTdo0V+2jh8KLSNS2qswUIjGG+p4yCRWYu9XzdHwFxGefvrpOPLIIzF37ly8/PLLOO+887Bu3Tocf/zxpYpFBkgqdN4m7Q/nJIwWSB79XFpbdEso1CHywEaJW7V+aID+IRBSUYYBzTIsWzA6O2Dv3F1kzDUAV0YetjQSAxWNzqlKzsrBkoacJkxqBitxyBBaC2b4HiKtLrlMMpoMC8MQqP9b3M+qOFMIXrBq1Sp85jOfwV/+8hdstdVW+MAHPoD77rsP8+bNK5WHDBAdLB5Dc/8Vu4yl6FwOw3UdrtSp8uR9KQlWrBM1dVI6QyKxCV0IIygFdVWEV9RyQJED4XMpS8sWKJdM45halX8FXsNSMqiWaMGHY7omTggYPeo6/cOjU7BcXlxo3oRukjn2XsanYCkzDWnGR/SFCemxYLDSv8fLHqLYBlFJ4WQZ8ywXzOHcqlXzqxwNt7CcRS+qxwxppvGbKE3ec0P4vvQsbtsWpRWdgqWmaUmbUD2uvvpqLzxkgGiR0huGelDX0TMgaibq2iSh04xmEjJ1bqIMJRgi4kBAuCZC16lHS6/CE3NYCV2/86vAVbdN01VShUOIsTU68Qv1ZT/pEaoQIk437MRFnaTjFC6F4VlggIhvKk+kIZ5JITolJH8JkwcSOgNF/UgDFVGwMI5qdAh5ZEKYrON+HcQsR9vudBc18bLu9w2/SGUB5SSwNiBnZpyMv2aAOYz9S2RTftuMGWb4FcZRlhG5PAupHdrGL4hfRGiyUaIkShjv+EaPI8vy3MrRq5EsAmgTug6uDU2As39T6Wz0keQUyqk6FqmyNmyj3FlQMFfelFE9Gy6hZDTxMQuDNHkJD7N26onL4aBXNQTKhDqgDJ0fkhGSQq8TvJDyqge0BwjUT0zCwJFdSaWdF5GZS1svXcYWdmdIGVSE5oEMEBU672F48ovUmCwNSnQaJrx5YhgxgrllSeN9XTCnRpmyvERRFFKSogcnMp5iL4ayyiyLUHpkfqlYmXBdV1ImquLIm25btHyGAWplWVYHkywHX1oHHxocTDldSv2atAJ4FNV1CVb+2U7xBCxJzkgc2QcrxhNnQnhkMUHJW3qhWvw8mvTSEmP2387ChB7eIjoz5XfDwDTfxiSKOEaKOlVMp+A4JJ540aiSDBfC2d4HEg2T8vgaCLUHLcHSQjQ+lOtKD8Ygz2T0x+XK8gTReIk6Gt0AwQz5BVwGWSWZs6wjjTv3KApHbHjFiUrhkqdY5NEQZWiVFmknWzYyLveJlTcTfrglkhoyqidihakPSqsN1oQysJReRS36Q1qelJZO/yWE0RKsjji4VyKHyzEkvaCKZBoJC2mKb12P/hq4oIYTk2TyfRu0993bg2OC+dIRiyj1hQieMUi1GuzvqUtRaOFaPlkzUSGyO0UAAGNOSURBVMU2EAsSVFz5q/7kYTymLCN3tIRTDI9kXGX/bN3R8FOwfIFmQHRIGyxkGXeYZkBceMqG1eNng8PpK85pVYAG6aUEWmQ71Q5tLleW+BL8jI1N7WyI+lO0NbKWl9CpyVHNg47wEy8Rz+IkQTz7oX0LumNSmVFhRWpzHS0VZZ7QUSZa+AAlKyNlA4vVeEgZGAiXk3thFSUl3a9jPSDkARkgIpw6YRb/SW9XmnjMYZlDeF/T0HLPNJhFkmcxVCizOeEAIuj8c22iz7rXnJADbShAntgH6Q4m/akN8hqcpjjiYF5jcCROl9ElEZ2CxeXZXCfBQldoIIDBySGmm1ye4fCsGDR6Ux6kMOeCdX0IWR5UgYqmEydTcoP2APlACz01mRVbQ/Kf9rJlxNc50xgfqi4bC9V7jIKWYCVgajWmTVlCeAZEywuAaMqQiWFVr52Oy2rtp8S1gGlSA3K+HE0YEHCXPBklykkuCZIzGVcqrvnuC+opJK003jyvNxgIVL1SYn6jQTyPacQ9EyanRewTQYdp4obgwi91DQa35YQJsvX3jfX3nIRysUgnxjKyRBLxjEcsMGdMfnt7NEhxKFdtEMUqEsujCjCFD5DKwxWNajm59WdjcpgED2duDGuaagNNZRfbusWgiB6rre3J6kSmNDkWhOvpy7XqhpotwappvaMZEB1UA0C7GcuhNWhnjcPOxi2JKJ3SoSdOf6s5U87wrxCNUTZ1RksKsZ76E27lawtTzvMJN3dLSiWDaEzcl2Ei0P9wg+LF5JKYGUYWSjoDR2E5BONDm2jRil+XgiI0EtaN6C7QG9Rpm88JYwNkgJjAMnYCgiNeO6eQucGZvIGQBwom76YThHi2gYe0jyUOHw96xCCOsuiPzsqHsaLAqh6EZyxHf8VeU+sjdwGUVHLigRbiwNzmzNQmw/uv4VF1lNaOsawJt2YrllE+flwZoKjOn/BapPPC8AzxiVip5DFXZugHUG4H9aUEKmEAxjTfWoe6Zi3vqWWm9lNYzanTDCn7N5yQMwGbM4PFX9IdnlFi+eQg1Bq0BEtFWmdm7CzjawzJfVzxTYa487Skky6kckmXiM5y0CSlnnoTBuUG6yMcqHTC70wywOJ0U2ROOxo4EMlJBValn7yNfaVaI1xm+aZydeVvoJAjpciTFj1PeeVZR5IWvkh9cFrmJrQVt15Ul4gjmUMy0m/FepCat2JOsL4BIi3BMk0zcOV7Du9oeOwvOhBeQsY09ZUr8YQw6qlY0MU3iJUqokVPOm2oSUs/JZ4tvvNgrSylpQ5oC6KmfoR6Qlz3mwHa4CnLv4wURfodrfdCrufBR7snVqPDEkf+1xl0CpYTaAYkAb3HSxcs7Z6xf3bpbHIRh8hX2XIvzy0y2DPGJY9HfVGoAgvIVuOy18+yrZo8aeaLkgvqQNuRtx/Uupkjkbz1aegGHeJAIxpIWCwD8ewL6aSrUpSoHd5VD7P+zJtMrVBn2eoOX2NH1QGgdTJUwEd1Y8yCDBAFibaQ7qQ3NyCuOZdFanSWDaJafsWrUHTg7xxfWAoBFnke+x4JcXBQQB5VttITLY7qJBE8uWp9q6fjwgBPz8qVJrM4rh7CnEZIRfaNFC/thXaaW/EpWMJMgwkcgjfNRTnqk4gMEojy6oyQUOf1w0XLPtVP1imQVB3u8CDK1ndpfYGzLPXRmX0YytwlThuQbttLYRPwURQqR7R6y7CMy8WjrrZLpY6qS7j1KQrtn9A60BIsCWZFGa8SETs6pbNncWjtEiwGRKe/KGnbO5BIFVTQDoU8M4HApGDC29pBgCuUtBnkMnK1sMR4pUHjjUwYgeWRklr1gNIGiqp+yDNIzTMYs6TB4k5cGozr3jkkOQtYFJ4xoNPhAOPBsiiWzKuk0JBsAtYmG6fFg6Rj/aHoH13iYj7DOOopUmU844Qeq6p1Ks9B+usYT3MnvR9pCBL1GY3NihFVLInR2e+JAKaGq0c47tEaCMYshO1RaJeKktKOH3TP2qgjao5e1dNHGdGrkSwCaAZEhdpwgPybLjXXJN+hECTbPgfd4EJBlvrGLMHTPDKDUAhNUUKloIjiyFNQY6pwzaiTvjY+krhHltZHi04CJ3C98z1TVUgxArQDSSZkwRBZ0nkavWeaPfGCopym+NQGCU1FxrprG3sQWg8yQBIwjOYzOA4io18XR7fhMpPXill+5YDJqAGUvWtcvsziQY/2RULZyDPBNl6pFhWTVpF8nvGZQ9haD5HK8AKXXoeDRp/Hi6dbhil50YUvwiEXkadRK4scpRMtwTJwJOQIr7nvBYmWWwQixu8PshsvXCw38V0gYST1XllIM47kQLkgOqIKnWVguVRKqfhs8IHbPdPxzHVHjUfZ5hLmct9vc4ToVoJowwuHXTAkHLFSeoN2dBIqBy3B0kF9EVd0Han9jbSCKRihMyjeSemEB51XT+ZIjD9Mnr+0fjIRSEhD24EL04i6ZWSMWU1YKd9Zkapw2qKRqlK0Yr1oS1mpUGuY3x7L+YS20onV7/EAnQPC6VJKGAM6jGOo0wtOptIYA/H6U2EPiG5tuI6DBcaGbHzJSzAYpGVfCDmEZMWX9El/BaPLFZleVmgKa9Db7gkLz4wJxhmLxVOrdtZDjAj1QtSd+tQaauPVQdfgoZdVDapd6glhmXlQcTUi9E/SDI0bJsWXfoT7v1jUYOoP3ut/6oI6ySKAZkBUGK13wxRImvZXBu7O8WoLuQPVezDKgVbPNLbcdHDMjLYgmqCF/SMxDqxFfdELUcguNNlaDEgefZFCxDgYuLhzTUhDjJtxXacG8btGQkNHNXgcBhjaeEbK8pHGk1eOwvI7GksDwOAlINhR0RNySDb3zB+h8SADJBNEtx2gb13yUiUWXRIMD9ELmFuOEuI5J5OyKRTq0o0caRYMzjTfMmOgY/oytbAlrcYp+zIeSo5Ml10Xyih37YBbc1G87jBY7tsD8csIk8tENYUhekelAyTS+STZ1Tzo0hDk4aqn1KaKbfyaCFrqLGlngShHVNaqUVUDJ0MNRGgPGlKY0Syn8Dtj9D6EGQwV4hhCd8+YJqFNoCVYCTClwcRLDRKeVUvvxENPntBR88A7qX3xjrGXE5Y6iMsQIlmVuBKncl3nGpZe8KURQ7uPRV5Ckc2Q4iW6PJgsYNkDBZ+DdSUrhTWucaClEpXAUdfeIfcUg+nkBZ6hTvioPLEukN5iLg1qZXF06qLDOIbCE7CkJViCWc+FGLbnrS6HEuRRdUZs7MQ61zTryaNlnwDviHE0353BxIzZQrmtNnN55lLZivpbNT7UaEyaocrE2TS0MEvuSHTUfWRW29ytP7GWtaWta65Hs6YOY4lo76igvxJyRfrBkmZdQS8idALNgDgh38OLNkmqx9OkefwsN7xVI2H7h0kGOYhOg2SEvQ92S6AyNDXtFiDzWryU8hyULs70mA2BNZflzlse0Cfva9KL3gMSDnGrrY/RhLCqDnW0JlFEY6aQNBorrVD+8+m9eqOeg5fBIv9Dq11pmrKSdb9KRts/+ptqzDfJ8iBkARkgKkQPlalDTHgIDQaFYfYgulVJm+Lx/6b9udqLVi2UjFeJV4JJf3LFbRoyiZ2x62pokeihdbkNDpHn2jWsByjtkavEBpnFU7Di+Br9p26iFT0QLuXBoMz+CoaSMX54P9Q5yqyBA23MZbmX+l1AWSNIre2TV6FWXMmK5DmvaG0Zd2bwPpcbUlkiWRSSsa+fj0s8tAJ+IluyhHaAlmAlwCAtczLOQtpbA098CX6KHanYuaYmFNJqOl5x0GBDZqeCRoGZpkTTDBzdYEZ7gyE6fpEUTj5oiy7voMbee6WH8ItoAUPhjs9hJ3RY/50OCUh1+WVCPIbX6QJhuVKyecUSBt+jJVhB+OjYW1sbTLwN3ZIn0XAIjaNO/2M8xYoL1g0LCpmx4EWG8V95GZZZBEEQ+Svn8rXwL5flrQ4xgfSutgKp8dIENywHIgwelTwa1wQtujEaF4jt2hBep58c5GhEjaQXETqBZkCKwNYSgvonBcncclIaurMwKcGiwQpzbjJc+GQVwUWksmMQAKdya3TR1lPJxijZqA49kkWUDAMY4iVY6WPXlD0gyeRdhTAG1voqRIOD6QLkFCpL8eUd5xsdQQUtj1q33aIFlQU11ANZ1uCrtv0gYfKjFEFQV6WlmGqb0HDWoTgI5YIMEB10jUzqBXWdnxqcRRvRmRhX8QZaG5XNiZpq/eREqscTyTzkVkolqBSLh7f2KMHjmYmnkjglD6oLokaiyKjUW6m0RWm2wdazB1eZuASLScH1M7mGEZKFqu+sYNHmc/llhNrU5MkV8QWECR4G6yxyAullkrzPkpdKhPRelNphkELVrUDCWblswWuPInUvre2Zbqc6AoS25zTDSWgaaAmWiqhDE665egFY/Ec+BUu4z4WXTtnSkqAM/p2EcYRTxy0XgPwSsSwi5NFERdJtBnJJ7zQFzxRFXk1vyCpLuSC0S3uQQ1glDcPLt/Imlz+87MiI26UwINe2T3lQ3V+C1QPrQD6ZSrQMwofssDIt6dEXDCLhUvQyU/UlhBpwhuD0K4QWkxA3Uq2lIq7XVektMR1DWrnqqqfWWOnJOqLBl7GcqxSLI7s8mdN3DcsVWUq0YKVTnBwKVHf6XfjhyToZjn14x5R87HAQfzYGdAqWE2gGJDdSGrvpeTs1pDTXQJWt0cWbwSQvZsJgq5A+ClNbb2FdUHCQnCHpWkNyJFQwM1i7wjDIYxlDs2C+Nrlm1AbD4RQuool/tVHUmRVznorakkXALL/cU2BKORQRsG51sQBak5U8OqdOg8WKDj7J8nxbUxcIKsgASYAFHZs0coF56jXZOhKOwmgpQWzNS4N3C+Tmn78lssQPhxG89hAN2cuRT1VWoGBLUVJ1UvzlgWm+lZlq7XoIh3ZlhLUKKB6+SnpbIbjN6Ils/mDflrR0Kp4ZcJKB6U7BgpJH4fwbcQNYorxUnqQhHDkvorwI3k6VLpKlH06a5YkG8Aza2a4i8FG9VZGlvGVNiEDQIKVLc6o5ahpiu0+0k7gNpx2GkFhJYRHOfbUIoUmgJVgiHI2ChNdKE5yDgXMW7/8IB+vqcoM8fY3UeedNBLL8iQGL1vqQZQg+3GSIuIhlCpMa14M2UpfPMVRgowiDr3JTLA+2fEf3KimcGiJr2y3Q1tPKNGEwMKktux7D22EcQ50eWIcnl2AFSXIemjr9T7hSRFRFalalU52YMmsafjos5pSgWXYapcPkvS4GGZJ5t15wjGcIk7Xqi4OrUI/mSCaVRjL28iCl/vls8oX5fAubD1lWYcXLsMrU+oZySowPTJLKy8xZMrLd8EBQb8XA4otKm9DNcNRr2VONRBFBMyAmVDG+TTFa9DDs/ygqn2N802nf/XslyKGDQ5rM+KOJKCkDZdaPquFpZUJVxcCypFxUCGO+NQmrzgknXwrvdwQu4bVTu/b0Tdc50ylDgzdDd0JfNIiJBygDRxExCmWhJvknWOGswvLoR7EK6E+PyM6de+CqcQ5YqCSayFHCtGEJ7QEZIAmwFF0e3zcFizxZhmUKtrP5jQnaAhcZC5k8b4bWrp5ew13KK/fdsYaCpaE+s9zJqRWcnpIRzkVToAwdvfDhhmmumxkwpseDiYgeGOPxxnAlXGk1gEGZCWGSPjFFipwdSryUzGUTrNLwtviCIZYnWb0T2gNIL/SRUg5ZR85FjY9cEW2jmQLQJCsd7BAu/ZTui4pHaBN0ElbrQEuwdJC8aabpSGZpEP3lV+Fa6ch3J3r8XBuTblAZTLmywADQJiPOjiZOykjKq7+tX4YVv0xR+RiSNMplRBYtU6ZGckiLoYJ1Emn0PCOng+upTOQqE8cI2vpicasbg7gKyIuuWdEjS5JpokqPl8XGRzSQjxukcYuG0IY7rIch1ksM8BOaRXRX8rBOqusULTJLhkdsiEgvFNRANFY4Y3F4ae+I1YKRBbEYOvJPS5os8SUQ1kEElcNqgDku4hf/6tbnNxFqmdTSBZ6hkAcmv3mplPxXjqEuIUqseEgsUWbJZxbesyzl5onTvBANkeIfmvh1Bp2C5QSaAVGhVvRCC3NZnIZ4Ka0xleUFyxIxR/z02Y+iqH3vU0OU9UAyplPHDqJ2MulGi0XT0lw2OQVMKYXNWOON1CNlX0CaN4JZ7pkodG9813IbhZJ/Z4rvAyXUiUrlJ/2bDabyakg5ZhFTavPKbKUpeSZQ1E5PE3yBDBATLEc/urSYyAllWsqURyZVjDTy1ETUTt2UatLLaX2BWBqsO8lqpI18iOIzuzUq2syoQ7+dKL8cBeqyV8E1WdVDGOkmJoXhlsFt3zcavAckmpXQeDJTx1OWAXQ42GDxd3kzus0JEhsLXPkrzULn96Mk+TxE7z8qfVk1up0SAigPsQ76q0w45SfFE8K4ZbJZ1mHULtoJWoKVANN3DBmOpuivUBBMfGFKXOzcreuenb15puuqwAYym51lmTZ1ykMY3mlJgBgwDxqmndLEzZsdnXfZ0WguQlst8taL7LlJNnOWbEbS93QOfc0u+IAF7sSbwQM9k3xjuIaXiS8i5Eo4lhTTNpXPLK1Y9HgGPPYXEfIoXnz8LouWbPWXYoVpZxuhaGXM8zgM6tTZ/wPVEFMT5lm6nYogGpa+R9EDzLlrdp1EzHviRo78Z4li0msRf46E1GaolqO0NFwTXk3XpLfqjl4PQG/QUsTo1UgWATQDkge6QZ4GWke/2BE7NyphD4lh0OOUkqPcrkg1PlyhTYNZ7lWFhrupSn6+1aFIOdfkGWUs3sqehppwMFDPLF8QXmrTGQxXNxIgmhJWB96uBrn4LiUIJ2NlSSMvtFWv5B3DtWq2dRIme50uzFcXOC4D9yuxyTvpGM/F6Ij0T42eBaFUkAGiQlvXMzY2Hix7UOcXrUsNTDwG6qyDTab8zQpBNO25/VnTrck4cnCoUKkmBpE54leJ3M9enVJ0QY06r8Ki6BJgwqyHuC9LqASJaPKFaAZEeGkRE9u3WuzhJvQczyNcfqVd5qUSSrMtysBEfOeJJk8SsnqFE7MxNr3NtF+zoR+xviqxmGTltMCsB3G0AUKGB6TGeKwS0iHOVmjbtpKYzQGhzKJIQ6kxVw/aC1qCpYPldCu58ehbZf8lhH2FyXjs9ONR2nH6XI6YRUikN/SU6NLvNA+TciKGMOhJxCuy/y6LVxTMMVFXKITedsmVlb4pnRoNwo3I+Cwd6obege/CkdLxi2NO5qs/ZMlvqo0QtRumb0OGjr7DOMYFS7B4R0lHgmJwhFO8mlnexPPUnJwXGyIM8swGghcfBjRReCb97cfhkGaGjfWCKffTKpDN6DClkaedMaW80/RwFnnKxKBGfTXUXVlFipZCcP1shmYcUcrSu8yPTO3/QpmTsxYJ+VTjQ7hryktfZ3HhfUBiYiwhURWHE1YGOgXLCTQDIsE26pUfoDYU135NUmgTyTD7kQmWCKkzMobkwreSOhkJ2SnGDpj2a3PgSWifujPT5krx94DAdH9TBrFM/dlfzBRvpdA0bCengoGUCUG1Bp1Z2MjkURwecVo5yt7FCCmSbI5I3nwdhIbBg/Irpc5lHEuI7ThD8oR2gQwQCbKlr7W41U7P5nFTlyoIHadzw0tYrsryiFwQ5Zc9FdEX005SjaLx75nQEFYsQ3XJF/F4piet/V4xVWNhbZS6OmfPtbzXKw4rvbYi96jVpINMswFmIsY4Ooz3l2Cp7wyqYnAiGBLadwcoK68knRulweT7pv1xZbwhvYrKbXj29fJTDlKaijRKGVlqzF58LvyflnbGtq62UfmLvs3qHLRpnCaHCKEVoCVYKqLOO8U7luK16/H+ywiZOJgP4kVLsSK+FJjWYRZok8zyKzVSOIDo5Fg1BiA9loM82iBNVlLVyq7pA8pJ1FtnnIOoTtUhr7dem478Q5wliPZnMZ0fQc/fX4LVDd6ELi6L0gQOX0CoOkYEg0quFrKeE9+CHvJwxoK9K+I7kJURTgfB8jAGHryvhDMGBh78ZanVkUmCusJdT2evocHzkwyo4Hqa4cSY/AwkA6xeZkzueu9oQA8MWYxbL4/EZMVnAY/buJUiuSxL1HHxklCW1BVi+Kg56vSJ0FaVr7UHLcFyAs2AuKC0Z2dqQYYm5bwcRP7qsiqiCHTpc/1ddzRCq4wFeHgQlVHUTclq5Ckj79IYWp0ZQDy4F8PqeIXrnfAlhIaw8hhB2QuSVW7JCJGzYSbvf0nuoxPzWXLFaphOapi42dH6DArwqsrcCzbrkCRXqmPpOY9xkAGiQ5rzKfoiBBSnFzmT++rEdKVCYOSrcADjLIMmrnHw4AkmvrLlaKwiVNxShfJhiGwbMKahss5VNcZLfIC58qtzOOSXybhXU2mH9hOmkhc74P2P+CZ0lwG9cZlm8mfCaSF90hVJ4n0ZQTxpNjkLjOWjBqoagSCCUUZAA8oh6fjTQttG6uYo0SGLjCz4l6GvYZo2TRhzoCVYEhjS1xva70ezl+GLCDniZVgdudGZ9k4w6Jt//zQJ0fsXipLW8Fnyu9jxZzGAwjtqMaQOAvTGmjWcK8r2fKpPoErl6FXxZnhGrF9vuakyKvDbpQ6qt9Lx5pHFoVCdkmXJuQhpg4lbmuIxvL1QL0S6QbEg8jxoQd/JS7BCrpBHf4qH+BJCMR1pH01GHaB9As5rzcXyyUSrSKCLL+jyvDt0TdW07uNebtiDlLk8BgFTRUhr51X0Xb6geFaZ7rs9illcRQc1ph4E6Bk30g4GvRrJIoBmQAyQjYOUKcJkT9Zf06wsWeDayHnh6IHJkIwMS4VV4pg3oTt25tZL6v2Wuko02aqnyhgjqGKbUhVVV3RAqI4Jo72k6A5pE7pw22VwlHW9p2jPZDUeRJUaDeBLLtQsyVWgyqtRb66GVV2RUXZb8NKLwZBgEwy+ipAt21xp1wGY/Jc3uv4STCADRAcXBZaybKA/E8Kid4CI8SMvoBjfdXGlazvM6z3LEE3ORzbwsaqdRWhGqKWp2YQ3tyIFPpb6BZ0tbMl/tTWcaTrpcGAf3kt/OAwcHQBD6EWb0O1x1Q2quplCg9NAMY4kH2GaJ5Qp35m4z0VjgGmS0X6vCQotvxpYfuqqw2vwgPvLFYQfqG9xAfoi0x00Ed2D4EUQw4ht1RQRki5IbC0zoM7FR8gHWoKVgMGw0NV+rZ5jkfERNdIwrnVttgHKMb5mASyJikZTFu8Qh6yEgilyLiyHSMrrJpLmiB5kMrCso0FxvYinzsh22odLXCCpy3PLon6vvgyKO/xMsbM9w0RoqVoUWUckpJdI2CaNIY0MyxDtLEweBwgv64uWOKUgPAWr0+HxwF4XV9UFOikF9Sk5X8QXDYZF12FAhwmnbokRZJ0n6hwe6CAmyNg/CcsBRiMpLbxb0EybdK36PA+YRogK2341O5JLjq+mVeYwlrmlmpeyjO6rwOlHWXyYTHQIBNeS/XnSoOHQdX+ibs0xZqoBOO+B896gxYhQJ1lE0AyICrXjzblfgWsH2DouZ8lcaLMl4ppOCctRBoKifY3rMs5a5b/sDtsnSubzZHy5oaAcCatK8zPUJ5n3Q4RLsIQZTY0OZMoFnnVwE+k7Ls+cMrWZGTyvovES5FMysqp+1DZ9kJdbdRbY6qz2sjroq0+NJ3iG1wef4oBIiWKaQNGnQRW7rSADxISMlV0MHrxXOL7H40Bc6xkII6rLG6IEBSLBasndIJm9o1M5db/FgUAVyLAuvFJkc6vmJoj9t+owzzMyZ6Wu7qkCMhkXJBdPOj0Rw3VDf68Lrs5OJpZJKoNexuIlWKrzUZu+XsJUSMutWLiEU/RwWjymujxI8hVTSDb7zinNXIUi6PGEEVYWB6EWGOSzy8Od29DWNNSMqi41LLWD1oCWYClgcKjf4ikxIsKlnjycAQlfRCivS7Lvm3BsXSzxJSUJC6mT15TLnkamGdjYwMJUOKTFEqIhZMvTWAVH/ll01buaJXwrUKcMldVrChpKaLPJk6WYPKiN2lnSecFYD+ODFxFCjC9ZMYZsuCyjZKJ8IQfvu786orzCWnlhtiE6PSsIzzvxNRbMgiTUV+JEJTE7LBJT/1QEWaR4SOatMGTDyegVTk1GF6lO9T8HcotvW845KNR11FxGHQl1iqxbuM724MF/YrVPbJQNr4vOiYaB83qdPEUvImwgtN44XWtIzlxEMyCmmYNBItGhsszqUV53njVuBY2hlDI17bUhDBb1VJ7FUVLnr7Zn04BZoRM1WnQKVpQGi3RDBkmcA8X2RTYvBpdHLnKiWQQofL0CZCxv0lMDQqLcy3oQ9dZzTqvR8xZFWrzSjysm1AFkgKhIzG4Y1iMnEHvvOJi8B0Tw5KWn4yxo/3919oInvihULsRmVRMZHhovZ/XwpKCzziDlRKrOlX5lyXsTlbVN5qz50bjeMlcdWwTRM6dz8+miZBkkuyCZXjSg1x42wTTfwmxwdNCL9oDEy0d1FotuCsTmnEki8S6ktMMxxPJWPnFaFXh2PDSjYKK8+AAugSbqgBaBIYfOqfKZZd3IaVn+aI3f/2tfHSHcFF9+agyrHLRBaA1oCZYJ4qlGtvWQTP4JQDoFS55dFE5yAYtvmqbHtLMnjgOeREQkvQhM3VdpSlhWRpFdxUx6llvS0kZIyqqTR1ce9XYa1QCaClooOc3zKe05pCSSqFbJTjNc3pfmJ8hAkkDc1WadOcwxSNZ5/tRmoRmQR6dG2eIyIHwHyHjWQ4f1lGVRhoGEskRKTs+WF/nDGYSXszL5FB1xNlLMT2gksXgJlrtxpwbI5gIoK6gUPvhb7gCrrITUiqYsa3M5+a9Wg8aKO4xCybsUVIbEi2QzbQ+cuuIjqsvh2MRmTYvt2sHJE4W1Slw/OJ1C5BG0BKtBKFjZ+zMgQs/Clc40Y2pJZB3EOF80U6pRxUFE2SjdG5gVHhurmteieRY7A/UaoQQkjfhB0ModvXxd99Ku5ByFHKbDekKVSVZGfYquigKR3pP3qgQ3WIohJyQTz8Ay2RkjzYBYHkqpz4saFsENhWqKaf9VWcginCmszpB2SdeannyznkNoQhGQAeIEdRmWoYUpeyjD0bkcSvDYJVO286re7JyDTCb9l3VAxZKShXFcli41Qot4HlVWtr41b7p54lXpphp8pcmVs6yrHjJA23xVj2HCoNAL12EcHXB0WK+/0VtRb2ZzRsNtFFQva7oDQ9V5SOZPVwaJNBx0pe915srzyj4L4hC4id7jCDkFH4S6MIla6tLP6hAt5bat9pBgGpvYHJvyzAk3RiHn2VgBLcFSEXnloG1jcZ8utAx1AzoPZkB0SxXEzlN7TIQOtvWY6gUXBWYcWWiCMmEpGhe8j7r4vPhUn6KU3FMzPLMyZGkaUgdkDYTjc01fQJUfSUdC9gT6VdS1oobhVCL9A+4vaWLx7ABM7VRuZB3GMcR6GBLfhC7GBxAe7ZeQOnVZnHKdAZzx6GWCYADvmOSMKcQje8PlWDw4OYub9JHuJKxUOfMFyx9BM9jKbTSEz8zXXjkPPKU2Zl5u/5CR2gopn0KjyipvKQasgZTpZ1fj+0wwpG2CyCtCokvarWQsEdZX9S6EXg9gNXr5H72IsCnIMbAAZMteTs1dUbs2LKN8YmvOn5ZT9l09dpk6U0PAtgyirWhK3qvS/nXvVUp+EMbkcpaDMl4xt01lwMuA/tlS/Y/kgMmdZUUPiWkxzScBLi9dBeTBjZQNFstcv8aSDq3xliEvUd4JA4OP4k9VCznrf1myF3F6pfkITCtOCI0HGSBlgwczIMH3sBNlweyB+SQsy5pqybgp0BhNUfO2a8EIsetHFwKLUHX1WvlAERnSBqDlJVpO0mWj8jFpFYlrPOK2cEEepYG5ek0XRwgQvgl9iPUEHWVQFpnqo8W7ERpM0eyFgU81VET5VMPGxKkTIrVuGG6WqhPC5+H6zO3J1K79iaizbKVBl8kszkeuXLCtfMiGotXWqX93ODAjeV9NOZ4Gkd4XNjYq0JgDLcHSIXy5VfJGdF/8GSFoO73QyuhBuwQrWuag6hsdl/ay6sU09abCnKarpyyc/bVonPAEGgCxCSsm7aTtbIEc5EwbcNT01IckzHktdzlRGxR4eomwxLcy8+0ycHVLJnf1D+Oqg3bR8IiWYSnxdLKz/hKscayLoY6wB0Tc5G2SNXFKoKUuRwZH4IiJeNBfNibKaIgfLrtijPdfRthBf5VD2tHpWTCA9w3EG+tTlrjYUHI170PT3qzL2spAU/R2AOei4MpfUzBL+abpDSNnGmQ+nvhiST9qsyw4xtswNlJSl2doNctHRPXdBANbBZ2C5QSaATHC0ZOmAY/ddMY4uuqgrSIF6o02atSYVQ9DfM+JUnccsLOs5jWmBBVlKI66FmzVSjFvvh3kqrBIsyRt8h+6JhIuveoEH2tnH3ppeeJiHEcYkGjIpMuRURGlklRA0vXEYCQ+mtcos8qvs8DyoIxBuHMSGbhKqZfOlad8RANQTf9SVtqDhIsMql1fBcooW5PTVHdUuxqHyYa3Xba69l+EoiADJC+MbUIwMDhLvGeH6xqcCWoD13kFUpESMMVToQ2v6pQ8+qFs7dpEHZVQvMx6u1DaeRLwXqaDfoiFN2EZgldcllJ/358NcM0JR/AW9GAZVvRiQKizCmqsApCMBmYoH41hI3yPPajKoMfu98kpbMWwjNf6cCnvMuWsqB3kwqB1QgnI3Fx8WEopo37XFRmOt43R6jB2IAwMtARLhctbeaW/AUKvReDOi2bgwo/UaWZBQXdI5JXU9HI6j6DDup/oLP9OTrnS4jAhiFYW/cwNyylOEv40XOJN9skQ6K/ly5QqTGXkFNe1IMsrcHt6Jo5cnV66wOoqgOiH5ExgmnblnJqScJbrYhAWtZVoWaTwN5pQ0CUlqLEh9DCO9eQ9IKa8RStJBL2kPZZGNCBYnC4AdHj8EsLo2F9DfpX8RfnsMHDGo2Uf/SWzZs9M4lmqcqrqMesATE3PimRaYR7dqPJU/AyNdZADPFtdbRyEZVcOfV45EBJyW8pguWdwAki3hEornEaXqMucqxGDsMGAQ/IfKOMT1QHRAPBeD7xGp2BxOgWrSTB3hqkQGyYX+mZRGWjSydauUl1mYxRUFjI0XmHXIsoTroqBSxHDu2zeMqpXZVW0n7BoPBiLThlz92dA+n9jw0NTd0oSk4t/lXuqjPF1YSAiGklRGIugRet8lXseqhxYNbKbyDqAzpc0QYDZbregoFdIF8yiEEyrPgnNBhkgGlhnKrQdRnLDkWzwCz0+Q3+PiKlzSB01WOI6wTFCSiOX1m+anGu5Om5m+WW6WMEoaZAoa0OtT+TqxIp4lR3iqkHyTiYaqQZUT1R3fqLsNZ5IMYDklWToIDwBi8uDeyYEVgqNa75ZhJQviX9ZPINhhJK/eKNrDu+omKdEpMKeoQwQhBZlSshXnGHgyCKIdPRy6ZJ4htB2WPilhPS8IIusGueAKVXTsnIoudOs2EibSyY0DwM1QL797W9j7733xmabbYatt94aRx11FJ566ikpzAknnADGmPT5wAc+IIUZGRnBl7/8ZWy55ZaYMmUKPvrRj2LVqlX5hBIH+NaaLntqwpkOzvuntHR5B+gxyG//jF++lUgi0TLFnZgG4yMLWGAlsPh3whAKZLKvqBAHN3F6TApX1H2s8YKlGWZe1JIHT2gZyTDdjxQudQCbuG+zyD12Cbn78KSToFDSuYxgTVnlLjqWfCZhu+xoBgGG58sBjGNdTMAoOp1AkUUn2+mNDwmSXkjJTHg74IleJtgB1Bkb8ZWHosEhnp4Vv4yQCS9gFPnSCjd5PxonZho0G5NzhKJEsxhUYdDESWAe0LgXEZYPN/HE5YqOCVuGA/kS0EArizmecf9q2M9Ie8cUA0J8obEUV9A30ThHkCUybIS23QSfXPDi1lp9aoiBGiB/+MMfcPLJJ+O+++7DLbfcgtHRUSxevBhvvfWWFO6www7DmjVros8NN9wg3T/11FNx/fXX4+qrr8bdd9+NN998E0cccQS63W4+wVzfnutg6aeN65LXHCuKxZPgDEuc5C3NGjLrICcFUYPIbVE5Xaov0utYdSqjQQUlW7augQ2/HZDR8ZfhcolQnBiJ/t4mQdLp0GH9DeiMhYZLOJiPA1rfPizdM9drrgaJDAmDPoEcLqIL5UxVrpb0BgZ7H8IrMSKKpFmWFiraQZUkh89nX8aAOYu8ob8gwVe07FzjJ3VLeLkwjZBGI96ETnDCQDeh33TTTdLvpUuXYuutt8ayZcvwoQ99KLo+ceJEzJw5U5vG2rVr8T//5//EL3/5Sxx88MEAgCuuuAJz5szBrbfeikMPPTSbUFbvE7d27mHD6HHWfxdI6HQNz/ZWBwtqjxydAS72thoBxZd3cW6WNUpJHa3ohDdmKxlO8EBK2kAz+8F0WbBx6wZUrnI1EqHSZurV0pJ3c6kOugAN/Jm80abAGfPm1MGFg+YMo4xSitjeopIv9jPIIK104RiHHsaxbn9juKufxTjbaeDVfLTLvXRUathw2VZ0chdSDC9VnpSw2mwpF8tsMoNufiLqJEuEWgoFq1xZBsqmsBnG/tFXVtDksK2TsvHr+m11eCB+YaE249FkR5yeYRBAxkerUKs9IGvXrgUAbLHFFtL1O+64A1tvvTV23HFHfOELX8DLL78c3Vu2bBk2btyIxYsXR9dmz56NXXfdFffee6+WZ2RkBOvWrZM+fQhLnazTA5oBvRB1tNdBtzsUXWfdviUSrnVWvXe6hhlf4HI4rXLRN1Sm3mMszpptyl7TyLnyXRwMhAMWpp3V0Mlm1iKWIYj1Ekt8KQKd1qwIDEi8jyW8kYtbHhgnUi41Pxq585Z/SQZnwhmfZUyaTEETgmWobGIFVUb+aTrGBnGwHg7EOYSTpZgysFdlCCQJstIBxwQ2iolDo8BQoDg6DOh0YmNEe4gKj42QSKfo5Q1Lor9sM1h+1enz9OU1xA3jM4APIdahnfDDghOx4nKIxdMNpFLK3OWt5OJ1VTHmhGpcpYTWCKITzhLMihT9nRlF6nmN4SIfV/5aAyqVKYuB7ySHLDCTvimZ0dHamg9jAOsIjoEwrNiXKkuBwiWfrP9Ht8giiho4RhLh6ooer9+nhqiNAcI5x2mnnYYPfvCD2HXXXaPrhx9+OH71q1/htttuw/e+9z088MADWLRoEUZGRgAAw8PDmDBhAjbffHMpvRkzZmB4eFjL9e1vfxvTpk2LPnPmzJEDpDU0MRwgKJnA0NDNgITOWavSMrRAsdHlGaix+Ks1kYQlZAgi2l0Wj0dCDjOhHc551g/lGwGT4Dn1RjI5x5IpyRAoG1Ex5OVLlGNBhexqP6TZMwmLyRAu/MqUa8pYUXIOOBYWY8CQcAxvIuHQvuDC5bzFJ8gdqsi0suRCeDGu5ABxzW+GcknIbJcwBxSDMFNqORpCY5VjjVFZ3ciTVr4HrPeFKN496b4aOAhQRtuyKQSqv61Dbd4Dcsopp+DRRx/F3XffLV0/+uijo++77ror9tprL8ybNw+///3v8fGPf9yYHue8vzFPg69+9as47bTTot/r1q0LjJC44ot9rRbSTdHKDzZ364IpMezticthEh2/TgnkUXbMweOmjxZR2pSXDVoPj0YWm1Hj2bAvjVKnrF0HtW6Jm28ZM5CFXDHEufZH+Ri0I0dbRCnl7Rq2iCyi1zF8GaELFdO8CT3a1K3ycKH8ufwsrM9F8YCERkMn/i7rOU1i4rtEEsaHUhddYQobVWHXxIrU+UTmHfnMP+3xsso56AZXX6jNL1lSvsuuTD6x8ScrmLTyOxoLME1QoWQcunopYKTL5MuE9qAWBsiXv/xl/Ou//ivuvPNObLvtttaws2bNwrx587BixQoAwMyZM7Fhwwa89tpr0izIyy+/jIULF2rTmDhxIiZOnOggmewFjGchxEYZNq5+h8x7/T0gnAOMM6DXA+N9gygKKnaeHP2lS8HUJEf4G1Efn7APxHXetpeFWbKV8KRKcZNpqg6QcCmZRjVpJnKYfN8kk+G6GbqbA7BKSkPZLh5lYDamPEiGzFqqBncJJKbtMnuRlqZtEJyaLpNnB0x/jdH7ja4DjnGMY6gTvIhwiAGdwDpIGDI2q4NHcSQORUYWnHzDhRcRSstSVV0b6RvWN1o4i5Zk8I5gNEW6Rs40C/+XRoyCUZT2uNNmsfKoHNGIEn9L8qXUKV1+S2nj3PpT4vKiaktUXK7yOp0alEMuq/PHdNMwgC+DXDe4F5xJuqGO9EO1wsTvkvEQLQcBwGWdYlzdEeifuAU3B5wj+wuEKwSdgpUE5xynnHIKrrvuOtx2223YbrvtUuO88soreOGFFzBr1iwAwIIFCzB+/HjccsstUZg1a9bg8ccfNxogzjB2vOo94VK0rqAfhUlxFcu+LOEyJWWyPAAnDZcwhrJwO8AwiEiPQ9BjDBaO7ywrfFx3QzLsXQW0hNPumYgH6+ao+hvRDAiEWQVVfNEw0MF1zMYAMB4vF1MGGsbEIkNESAfKCxfLMrRtadSzL68WhfJsHGESQjS5aFRHqJoXcfCr/cpiQ1y8YVKXTS4rgoSBzoCcfPLJuPLKK/Hb3/4Wm222WbRnY9q0aZg8eTLefPNNfOMb38AnPvEJzJo1CytXrsRZZ52FLbfcEn/1V38VhT3xxBPxD//wD5g+fTq22GILnH766dhtt92iU7G8wto46t5y3OQbi/0voQmoe/uqADojJAA3deDaGANo1VntMVsahBqDHlKjUMLjkrVJWoLpzl1COzFQA+TSSy8FABx44IHS9aVLl+KEE07A0NAQHnvsMVx++eV4/fXXMWvWLBx00EG45pprsNlmm0XhL7roIowbNw6f+tSnsH79enz4wx/GZZddhqGhofzCRZ1jjtbg6oXLOnNhmu4cNFhFw5c65XFQKGOZA5Vjvcqg1KUrGWZCDcuFGOPBpKxFKGnWIb+I1sEGUy+Y0jDdK+she1tbFNPlFb2Sel2nxlIyWpy1xqKFz4T3eP/Ev5og+aLremCgBkhaoUyePBk333xzajqTJk3CJZdcgksuuaQs0TRIbyVOj7gtjU3tNOtqHDUBVF41h8cHVCmVad1oSWN4JyOh7IRbiDGWXUIaPBvEZcOhPjtvzSkkCKFuqM0xvHVEnn2F/b+WzWSZEhUCD7xTUtZ52uC4hzfDjbGJwt7mBoF6lj6sm1Rte0Lkv1y9bklf3X2hTdflZuLwCU1wKRuOi78Ma8AzVZmmtIumyEkoF9bKPCDlKLQz7dk0rl51V/Ety0kJ7UQtTsGqFcI6n3byiQ7CJk2muSYFDVdUCR5IZat6dmT1QGZ6c7DwJateYLofFZ0y0liwxM/cuR/IbFQ9npWzFJkbmXn2QP2epSQy+TYTgYMBfDhQEI0Q2wwl5Pud4CjeIBXIJ0pp4maRVwvh7eVhRXdcssoDP4jhsL6sghikAyp9o5Am6Wz5cQhbj+ZYCmrr/y+1jAecQ4ORnz8xLp8q6OSU1HR66mlwbOAl5QbeQ71OwaqRLAJoBkRCxVrbpeUkjoIoCxk7YdOgoFRFVRZqIUS94DqosyZQY/AUCWsufjFoGmGq8yEZIBz0MvDIF5EwDHLJk4TxxOIczgztYL1xz7sCgRtXBi5oZaYaBlddkHSiEQg2kAFiQt6lBwB6vY567HX0FuHEi7NS7QzLIeyRgzLFO6teV2c+pOka+SsD08orGijZVpXx9KnbjJ7AavVchf4W7cCwSG5Y4RSS6VVYujXdGGcEU/4aYDyt1qU4s1QHTRuM3pdh0jGJ9Po3h8AxnnVjHdVh0V3JJ6J7F4B26tfAG/4N3+MR5CHN4ZE4fjeM1wGkd3qkW2IZq7SnURQTF+6WOeVUZfutLunaw6FYE8UzcH2Xo69xfRFg9L4eZtBzXFYXKr1GlWj17aCLkFAqaAmWiKjCMyTP2TfsxwgOyGeCsTHa66AXvA+E9TjQ6wU9ZT9tzuKfURrhJ7RUFEpZThYMvJm87EIaKYg9tSw3EwcoykCFcQ7OApMmTEaVI5A/HhCE8gbloAZOhW3BQ43cKLqyKCNNW8dQyXq88qLEEYsWjFDvE5eC9KXX7+qpk6kIbSkcADiJagjElHaV+jJQe6FyMYwxqJIjnRMBiF7uJw7upRd+qQOJKBsMExjH5M7GIA0GPtQB6/ZiPSiWX5hGprVjwZ9OMNvS4eBD6H8Yi/MkyRv/4J0wbJC/oVBOwQjRvhslo4y6S9Y04/qVfVWfooNFXWAoBy0/U36DlaSnBjXyszyLWkIRjsV1Irqd6nRjmjAchrf9OsjhGkmnu3g0w8xD2cTbSn3rt18G3hFl1VkhgvMxuM0YwHvJOs+gOlJYplwNGnQKlhtoBiQXlFG/6PzjLHgTOouNEoR/bc1H16MbPItASqeUBr3CjIyOFCSyog5stHyGQI4DNSeUop0KNNSiL5fU2IzFOv488hQZxPmEzo02GKRKkPcRahMWK4hs/ITtkmvrkS5BFsXrRDMgXHYqJMYGOlcl5HZsaAeS3gjHyUZZgziaN6mH1+NZkZQBuuar80NLU9n2C0ZR0u9lqdeWsINvHvlglLueAyk98lilBZGpjhVNEErb1TRk1RgzJK2YOPLVTCtGCE0CGSDOUHtixT3G5SlGzuNBPVOsfh2s7UpMOzGONzVOw/oHq7fWLF8406MmZ0/M4bap482sLMvqaQ3puCSf2ctg1MD95DKmZk2sdcibx5J6MOYqA7e2+1KelNoemTAzavImC+25A44hsP5mdMlAEOM6GHzRLdPsUVhs/fs8MHaCyWJ9LA55ljeSLf7Ey87MoiWFdHwgOsdRShJ5EHUdlrpihTXOWNAHNYbHQXO+J62L5WCAC8H6QwuWbBvWPpFHukCeYU22ZXHWhWqzP/z4xz/Gdttth0mTJmHBggW46667Sk2fDBARPPCsdZgyzShCGCBHX+VGxjlDt9uJG1WvP/UoLVvS8gsLMgztVtvRmvSHzrsortGMBhjy0hTJYJIShKRgwgEEwOM44jIwk2dSq5TEgZoy8LF5OKVxkesgpGbQDmaZXAdSDTclHZa4YYhUJjQeK+eoLK6zEoKhqUv+rYHyjALyebTjcbiLZZ+WuGnwy4TBd3w7Wt7JdPVAAw4MMY4JjGF8p4tOh0fLQ3mwD4RxmA90CZ0jYvvTPQZBb7EOj5ZSQVy6YbCVxHyG+RP/QkgrFVJb0zeibE8qxzMWJ460ojDNtzQEz6rUJl5gRqcwb/BgExw1VPCpIg3Cba+bnVRgagYmNRq0P6ZeBxAtgTSNnRiQ2P8ZdRfBuEfyQiiJhG3dpovqBN6r3ycjrrnmGpx66qn42te+hocffhj/3//3/+Hwww/H888/X1oxkQEiwaIoxMbKlOua1QjRukbJss9HHd03bh63WTW68IkfqdAtDnOidaFxMahajZQMF5hY0e71KQPaXqjUhItHySWapuPO8nhyGV+mxBzCq9d1TgeH5IYYwxDj/cGAaV+LCp744gD5xC37EiwehZMMKtHoYoFTBo4y22CLrr0n6HhXatuAOsezc+Jh6oWykLGS+UDZeq4wlLYxKPEy8bq2Z6WSie1UlxRPXou21KlToIbnaH7HGqFsXHjhhTjxxBNx0kknYZdddsHFF1+MOXPm4NJLLy2NgzahA9EGnVG+AeiNoNedgNFRjs5ot/+bbwQAdPgGsN4Q0OuKkQF0MDr6DrobhtBb30P37XfQGxkHvAOMbtyI0e4Iel2O0Y0djG4cQi9orHwjBxvtYqg7gk5vBOhtANhQf0MX3xDz9jaAd0fQG+Vg3W4clm8A5z0wPgT0hgDei+PxcFai7ypkHGC8A85HAd4D4x2gNwLeHYfe6GjghWTodQKbtLsBnV4/rT5HX45udwTdjePQHRlC750eMMrQHQFGN45itDsC3hsBehvBexvA+QbwKH7/05dH6LF5D5z3AN4F0N83w3obgO44AENgvRH0pDwh+HCg10HfO96NeOL0QoufCc8pDQE/7wZRuv3yAuuXF5iQvsbzmWUJFu+AcR6UC4BeJ8jDRnA+2i8r3o0cR/08du28vBOVcz9NBsY64L2NwrMYTXqiwrSC+PGaGKUso+fGgmcZuspNYW1gchgezBhClK0DFoxQOedCHQnW5fBun1OZ7mNh2faGwAJHQFwfu0Ja4rPoCNfD9tILstKN8tV/Zqzf3no96ZnF8nWCutoD6wGs188v73WDNjsalyXvohfGjeoECx7RKBC0W/BuUBahzBysNxLonQ66Ix2gA3Q39DC6sQfeYehu6M8uhG2zE5RBP+6Gftx3hvDOmxvxxsQe3nlzFN3172B04ziMdkeAbg+jo0MY3dgF39jDaHcELGiLoT5gPRYbLL2eVNf6ZdAB645gdOM76I6MQ2/9BgDdvp4cGUJ3A/rybuwBo6PodEciHcZ7G9AdfQejGxm6G4bQDTafMw7wDQDbyPs6cWMPQ6Mj4N2+XuwFzySuQ2F96PRno3u9RHtggax93RrUw4Qe2xjUAVEHxSOoflphHevp2xnvgXGODu/rtm53AkZHGUY3jgMY0BkdxVB3BIjKOZR/KKifo0H6XUWWTlBPR4M2Eegx3gHnvUjvu+vBWF/3428U4sr10IpQpwCCnk9h5xyMB22XISoLtzww/f2gHPtyqHpUid8PZM0TwIS5sj5nnG6oSzk6vf6YAl3e72+jvkzpn7RyMzCEMnNL2cW6O9QRcd8FxKdScImXBfo61LHRs+oNBfnZ0OftjqC74Z2gvXb74xm+EZ2gvfBur99ng6PbHcHoaNCPdoM22e2CBW0JrIPR7gi6G8ajt74H9vYG9NaPQ3eki+4GjtHRjdF4iPc29NtqqD82dNEDwDa+E5dJTTGKje52nAeMoq+71q1bJ12fOHEiJk6cmAi/YcMGLFu2DGeeeaZ0ffHixbj33nvLE4wT+DPPPBPa3/ShD33oQx/60Ic+9Knx54UXXhj00DGB9evX85kzZw68bHSfTTfdNHHt7LPP1ubjxRdf5AD4PffcI10///zz+Y477lhaedEMCIAtttgCAPD8889j2rRplfGsW7cOc+bMwQsvvICpU6dWxuOTq208PrnaxuOTq208PrnaxuOTq208PrnaxuOTq208Rbg453jjjTcwe/bsCqXLh0mTJuHZZ5/Fhg0bBi1KApzz/kEBAnSzHyLU8Lo0ioAMEACdYNnRtGnTKm90ADB16lQvPD652sbjk6ttPD652sbjk6ttPD652sbjk6ttPD652saTl6tKR3FRTJo0CZMmTRq0GIWw5ZZbYmhoCMPDw9L1l19+GTNmzCiNhzahEwgEAoFAIBAIBEyYMAELFizALbfcIl2/5ZZbsHDhwtJ4aAaEQCAQCAQCgUAgAABOO+00HHvssdhrr72w33774ac//Smef/55LFmypDQOMkDQXwd39tlnp66HawqPT6628fjkahuPT6628fjkahuPT6628fjkahuPT6628fjmImTH0UcfjVdeeQXnnHMO1qxZg1133RU33HAD5s2bVxoH47zGZ5kRCAQCgUAgEAiEVoH2gBAIBAKBQCAQCARvIAOEQCAQCAQCgUAgeAMZIAQCgUAgEAgEAsEbyAAhEAgEAoFAIBAI3kAGCIFAIBAIBAKBQPAGMkAIBAKBQCAQCASCN5ABouCll17COeec00ieVatW4c0330xc37hxI+68807iqQGXzzzp4Kt+++RqG49PribztK3Nkr4rH9Rm68/jm4tQI3CChEceeYR3Op1G8axevZrvvffevNPp8KGhIX7cccfxN954I7o/PDxcClfbeHxy+cyTDb7qt0+utvH45GoiT9vaLOm76kBttv48vrkI9cGYexP6o48+ar3/1FNPNYoHAM4880wMDQ3h/vvvx+uvv46vfvWrOPDAA3HLLbdg8803BwDwEt432TYen1y+eHzWu7a1JSq7+vMA7WuzpO/yg9ps/Xl8cxEahEFZPoMCY4x3Oh3OGEt8wutlWOK+eDjnfPbs2fz++++Pfr/zzjv8Yx/7GN9jjz34K6+8Upq3qW08Prl88fisd21rS1R29efhvH1tlvRdflCbrT+Pby5CczDm9oBMnz4dP/vZz/Dss88mPn/+85/xb//2b43iAYC1a9dGXiUAmDhxIn79619j/vz5OOigg/Dyyy8Tz4C5fPH4rHdta0tUdvXnAdrXZknf5Qe12frz+OYiNAdjbgnWggULsHr1asybN097//XXXy9latgXDwBsv/32ePTRR/Ge97wnujZu3Dhce+21+OQnP4kjjjiCeAbM5YvHZ71rW1uisqs/D9C+Nkv6Lj+ozdafxzcXoTkYczMgf/u3f4v58+cb78+dOxdLly5tDA8AHH744fjpT3+auB4q/D322IN4Bszli8dnvWtbW6Kyqz8P0L42S/ouP6jN1p/HNxehOWCczM7GY3R0FG+//TamTp2qvd/tdrFq1Sqj92Gs8vjk8pknAqHNaFubJX1HIBDGIsgAIRAIBAKBQCAQCN4w5vaAAP2XI1166aW49957MTw8DMYYZsyYgYULF2LJkiWYM2dOKTxPPPEE7rvvPuy3337Yeeed8eSTT+L73/8+RkZG8LnPfQ6LFi0qhQfwl6e28fjkahuPT6628fjkIn1HPIPgahuPT6628fjmIjQDY24G5O6778bhhx+OOXPmYPHixZgxYwY453j55Zdxyy234IUXXsCNN96I/fffvxDPTTfdhI997GPYdNNN8fbbb+P666/Hcccdh9133x2cc/zhD3/AzTffXEqn7CtPbeNpY56o7OrP08Y8kb6rP08b80RlV38e31yEBqGa033ri7322oufeuqpxvunnnoq32uvvQrz7LfffvxrX/sa55zzq666im+++eb8rLPOiu6fddZZ/JBDDinMw7m/PLWNxydX23h8crWNxycX6TviGQRX23h8crWNxzcXoTkYcwbIpEmT+JNPPmm8/8QTT/BJkyYV5pk6dSpfsWIF55zzbrfLx40bx5ctWxbdf+yxx/iMGTMK83DuL09t4/HJ1TYen1xt4/HJRfqOeAbB1TYen1xt4/HNRWgOxtwxvLNmzcK9995rvP/v//7vmDVrVqmcnU4HkyZNwrve9a7o2mabbYa1a9eWkr6vPLWNxydX23h8crWNxycX6TviGQRX23h8crWNxzcXoTkYc5vQTz/9dCxZsgTLli3DIYccghkzZoAxhuHhYdxyyy34+c9/josvvrgwz/z58/H0009jhx12ANBvYHPnzo3uv/DCC6U1OF95ahuPT6628fjkahuPTy7Sd8QzCK628fjkahuPby5CgzDoKZhB4Oqrr+b77rsvHzduHGeMccYYHzduHN933335NddcUwrHpZdeyv/t3/7NeP+ss87iJ554YilcnPvJUxt5fHK1jccnV9t4fHKRviOeQXC1jccnV9t4fHMRmoExdwqWiI0bN+Ivf/kLAGDLLbfE+PHjByxRcfjKU9t4fHK1jccnV9t4fHKRviOeQXC1jccnV9t4fHMR6o0xtwdExPjx4zFr1izccccd2LBhQ+V8V111Fd56661KOXzlqW08PrnaxuOTq208PrlI3xHPILjaxuOTq208vrkINcegp2DqgM0224w/88wzreHxydU2Hp9cbePxydU2Hp9cbePxydU2Hp9cbePxydU2Ht9chHpiTM+AhOCeVqH54vHJ1TYen1xt4/HJ1TYen1xt4/HJ1TYen1xt4/HJ1TYe31yEeoIMEAKBQCAQCAQCgeANZIAAuPHGG7HNNtu0hifkmj17thceX2XnIz8hV5vqQ1vrXZvqt0+utvGEXG2qD6Tv6s8TcpG+qz8XoZ4Y06dgEcrBHXfcgX333ReTJ08etCilYGRkBKtWrcK2226LiRMnDlqcUvDSSy+Bc46ZM2dWkn6328Vf/vIXDA0NYcstt6yEQ+RhjGH69OkYGhqqjItA0IH0Xf1B+o5AqD9oBkTBE088ge23375xPD//+c9x/PHHY+nSpQCAa665Brvssgu23357nH322aXx6LB48WKsXLmytPT+9Kc/SetD7777bhx11FF43/veh4MPPhi//e1vS+O67LLLcN999wEA3nnnHZx00kmYMmUKdtxxR2y66aZYsmQJRkZGCvPstttuOPfcc/HCCy8UTsuGV199FZ/4xCcwb948nHzyyeh2uzjppJMwa9YsbLPNNli4cCHWrFlTGt/vf/97fOhDH8KUKVMwe/ZszJgxA+9617tw7LHH4vnnny+N5/rrr8f++++PTTbZBLNnz8asWbOwySabYP/998dvfvOb0nhsKLvN/ud//ifOO+88/PjHP46OpQyxbt06/M3f/E1pXCaQvssO0nfpIH1XDKTvCGMCPna6NwmPPPII73Q6jeK56KKL+JQpU/jHP/5xPmvWLH7eeefx6dOn8/POO4+fc845fNq0afyf//mfC/Psueee2g9jjO+yyy7R76LodDr8pZde4pxzfvvtt/NOp8OPPPJIfv755/NPfOITvNPp8JtuuqkwD+ec77DDDvyBBx7gnHN++umn8/nz5/PrrruOP/HEE/w3v/kN33HHHflXvvKVwjyMMT59+nQ+NDTEDz30UP7rX/+ab9y4sXC6Kj7/+c/zXXfdlV9yySX8gAMO4EcddRT/L//lv/C7776b33vvvXzvvffmxx13XClcl19+Od9ss834qaeeys8880w+Y8YMfuaZZ/JLL72UH3DAAXzLLbfkf/rTnwrz/OQnP+ETJkzgS5Ys4ddffz2/9957+T333MOvv/56vmTJEj5x4kT+05/+tIQc2VFmm7355pv5hAkT+Pve9z4+d+5cvuWWW/Lbbrstuj88PNw4PeSLh/RdfpC+yw/Sd/lRF31HqBfG3BKs0047zXr///2//4crr7wS3W63ETwAsMsuu+DrX/86PvvZz+Lhhx/GPvvsg5/85Cc48cQTAQBLly7Fj370Izz44IOFeMaPH4+DDz4YH/jAB6JrnHOce+65WLJkCbbeemsAKOyB7HQ6GB4extZbb42DDz4YO+20E370ox9F97/61a/i3nvvxR/+8IdCPAAwadIk/OlPf8LcuXOx00474fvf/z4OO+yw6P6dd96JY489Fs8991whnk6ng1WrVuE//uM/8Itf/AI33ngjNt98cxx33HE48cQTscsuuxTNCgBg9uzZ+PWvf42FCxfipZdewqxZs3DzzTfjkEMOAQDcc889OProo7Fq1arCXLvssgu+8Y1v4OijjwYAPPjgg/irv/orPP/882CM4dOf/jQ2bNiA6667rhDPDjvsgK9+9atRfVbxi1/8Aueffz6eeeaZQjw+2+zChQtx0EEH4fzzzwfnHP/jf/wPnHPOObj22mtx2GGH4aWXXsLs2bMbo4dI3+UH6bv8IH2XH23Ud4RmYcwZIENDQ9hjjz0wdepU7f0333wTDz30UOGG4IsHADbZZBM8+eSTmDt3LoB+J7Ns2TK8733vAwA8/fTT2HvvvfHaa68V4rnnnntw/PHH45hjjsHZZ5+NTqe/gm/8+PH4z//8T7z3ve8tlpEAYoc8e/ZsXH/99dh3332j+8uXL8eHPvShxDRuHsyfPx9Lly7FQQcdhG233Ra/+c1vsNdee0X3n3jiCey999548803C/GIeQKA4eFhLF26FEuXLsUzzzyDfffdFyeddFLhaegpU6Zg+fLlmDdvHgBgwoQJeOihh7DrrrsCAJ599lnstttuhfMD9Ovd8uXLMX/+/Oja+PHj8dxzz2H27Nn4j//4Dxx66KGF693kyZPxyCOPYKeddtLef/LJJ7Hnnnti/fr1hXh8ttlp06bhoYcewrvf/e7o2lVXXYUvfOELuOqqq7DPPvuU0iGTvssP0nf5QfouP0jfEcYMBjf5MhjstNNO/Je//KXx/sMPP1zKVKAvHs45nz59Ol++fHn0e9ttt+UrV66Mfq9YsYJvuummpXCtXbuWf/rTn+b77LMPf/rppznnnI8bN47/8Y9/LCV9zvvT908//TRfu3Yt33777fnDDz8s3V+xYgXfZJNNSuE666yz+H777cdfe+01fuaZZ/IjjzySv/HGG5xzzt966y3+qU99ii9evLgwj7jMQsXtt9/OP/e5z/EpU6YU5tl99935D3/4Q8455zfccAPfbLPN+Pe+973o/qWXXsp33XXXwjycc77LLrvwa6+9Nvq9bNkyPmHCBD46Oso57z+nMvK0YMECftpppxnvn3baaXzBggWFeXy22a222oo/+OCDietXX30132STTfill17aKD1E+i4/SN/lB+m7/GijviM0C+MGbQD5xoIFC7Bs2TJ87nOf095njJXyghxfPACw884749FHH42mtdWNf08++aTktSmCqVOn4qqrrsLSpUvxwQ9+EN/85jfBGCslbRE77rgjgP6Sh2XLlmGPPfaI7v3xj38s7fi+s88+G48//ji233577LXXXrjrrrswY8YMbLPNNli9ejWmT5+OW265pTCP7VkfeOCBOPDAA7Fu3brCPF/5yldw/PHH4+KLL8aqVatwxRVX4O/+7u9w//33o9Pp4LrrrsOFF15YmAcATj75ZJx00kl44IEHMGnSJPz85z/HscceG53Ucv/990fPsQi+973v4SMf+QhuuukmLF68GDNmzABjDMPDw7jlllvw3HPP4YYbbijM47PN7rHHHrj99tuxYMEC6frRRx+NXq+H448/vhQe0nfFQPouH0jf5QfpO8JYwZhbgjU8PIyRkZFoyrbpPEB/qcCUKVOkTkvEj3/8Y/R6PZxyyiml8q5YsQLHHHMMHnzwQTz++OOlLUlQ1zrPmjVLUuzf//73sWHDBnzlK18phQ8AbrrpJvzud7/Dn//8Z/R6PcyaNQv7778/PvvZz2LKlCmF0//85z+PH/zgB9hss81KkNaOu+++G/fffz8WLlyI/fbbD8uXL8d3vvMdvP322zjyyCNLVfaXXnoprrjiCoyMjODQQw/F17/+dUyaNAlAv350u13svPPOhXlWrlyJSy+9FPfddx+Gh4cBADNnzsR+++2HJUuWlDLg9Nlmr7/+etx555246KKLtPevuuoq/PSnP8Xtt99eiIf0XXkgfecO0nfFQPqOMBYw5gwQQrno9Xp44403MHXq1Eo8gwQCgVAXkL4jEAiEcjDmlmCJeO655zA8PAzGGGbMmFGZJ8AXj08ulWfatGleeNpYdk3n8c1FyAeqd+XxkL4buzy+uQiE1mIQG08GjQsvvJBvu+22vNPpcMYYZ4zxTqfDt912W37RRRc1jscnV9t4fHK1jcc3lwlNfJeFTy6qd8QzCK628fjmMoH0HaEtGHMGyDnnnMOnTp3Kv/Od7/CHH36Yr169mr/44ov84Ycf5t/5znf4tGnT+LnnntsYHp9cbePxydU2Ht9cNjzyyCOcMdYanjK5qN4RzyC42sbjm8sG0neEtmDM7QGZM2cOLrnkEhx11FHa+9dffz1OOeUUvPjii43g8cnVNh6fXG3j8cn18Y9/3Hp/7dq1uOOOOwqfIe+LxycX1TviGQRX23h8cpG+I4wVjLk9IK+88orxBT9A/zjEoi8S8snjk6ttPD652sbjk+t3v/sdDjnkEMyYMUN7v6xOyxePTy6qd8QzCK628fjkIn1HGDMY9BSMbxxwwAH8mGOO4Rs3bkzc27hxI//sZz/LDzjggMbw+ORqG49Prrbx+OTabbfd+M9//nPj/bJemOWLxycX1TviGQRX23h8cpG+I4wVjLkZkEsuuQSLFy/G1ltvjQMOOEB6yc+dd96JiRMnlvIiJl88PrnaxuOTq208PrkWLFiAhx56CCeeeKL2/sSJEzF37tzG8PjkonpHPIPgahuPTy7Sd4SxgjG3BwQA3njjDVxxxRXal/x89rOfxdSpUxvF45OrbTw+udrG44trZGQE3W4Xm2yySeG06sDjm4vqHfEMgqttPL64SN8RxgrGpAFCIBAIBAKBQCAQBoPOoAWoAz7ykY9gzZo1reHxydU2Hp9cbePxydU2Hp9cbePxydU2Hp9cbePxydU2Ht9chHqCDBAAd955J9avX98aHp9cbePxydU2Hp9cbePxydU2Hp9cbePxydU2Hp9cbePxzUWoJ8gAIRAIBAKBQCAQCN5ABgiAefPmYfz48a3h8cnVNh6fXG3j8cnVNh6fXG3j8cnVNh6fXG3j8cnVNh7fXIR6gjahEwgEAoFAIBAIBG+gGRAFb731Fu68887W8PjkahuPT6628fjkahuPby4CgUAgEHyDDBAFTz/9NA466KDW8PjkahuPT6628fjkahtPmVwbN27EGWecgR122AH77LMPli5dKt1/6aWXMDQ01Bgen1xt4/HJ1TYen1xt4/HNRWgOyAAhEAiEluL888/H5ZdfjiVLlmDx4sX4+7//e/zt3/6tFKaMVbi+eHxytY3HJ1fbeHxytY3HNxehQeBjDJtvvrn1M3XqVN7pdBrD45OrbTw+udrG45OrbTw+uXbYYQf+u9/9Lvr99NNP8/e85z38hBNO4L1ejw8PDzeKxydX23h8crWNxydX23h8cxGagzG3CX3KlCn44he/iN122017/7nnnsM3v/lNdLvdRvD45Gobj0+utvH45Gobj0+uTTbZBMuXL8f8+fOja6tXr8aiRYuw11574Z/+6Z8wZ86cxvD45Gobj0+utvH45Gobj28uQoMwaAvINxYuXMgvvvhi4/1HHnmkFEvcF49Prrbx+ORqG49Prrbx+OTabrvt+K233pq4/uKLL/Idd9yRH3zwwY3i8cnVNh6fXG3j8cnVNh7fXITmYMztAfnIRz6C119/3Xh/iy22wHHHHdcYHp9cbePxydU2Hp9cbePxybVo0SJceeWVieuzZ8/GbbfdhpUrVxbm8Mnjk6ttPD652sbjk6ttPL65CA3CoC0gAoFAIFSDlStX8ptuusl4f/Xq1fyyyy5rDI9Prrbx+ORqG49Prrbx+OYiNAdjbg8IgUAgEAgEAoFAGBzGDVqAQYBzjltvvRX33nsvhoeHwRjDjBkzsP/+++PDH/4wGGON4vHJ1TYen1xt4/HJ1TYen1xt4/HJ1TYen1xt4/HJ1TYe31yEhsDXVEtdsGrVKr7HHnvwoaEhvvvuu/PFixfzQw45hO++++58aGiIv//97+erVq1qDI9Prrbx+ORqG49Prrbx+ORqG49Prrbx+ORqG49Prrbx+OYiNAdjzgD56Ec/yhctWsRXr16duLd69Wq+aNEi/rGPfawxPD652sbjk6ttPD652sbjk6ttPD652sbjk6ttPD652sbjm4vQHIw5A2TKlCn8kUceMd5/6KGH+JQpUxrD45OrbTw+udrG45OrbTw+udrG45OrbTw+udrG45OrbTy+uQjNwZg7hnfy5Ml49dVXjfdfe+01TJ48uTE8PrnaxuOTq208PrnaxuOTq208PrnaxuOTq208PrnaxuObi9AgDNoC8o1TTjmFz5kzh1977bX89ddfj66//vrr/Nprr+Vz587lf/d3f9cYHp9cbePxydU2Hp9cbePxydU2Hp9cbePxydU2Hp9cbePxzUVoDsacATIyMsKXLFnCJ0yYwDudDp80aRKfNGkS73Q6fMKECfyLX/wiHxkZaQyPT6628fjkahuPT6628fjkahuPT6628fjkahuPT6628fjmIjQHY/Y9IOvWrcODDz6Il156CQAwc+ZMLFiwAFOnTm0kj0+utvH45Gobj0+utvH45Gobj0+utvH45Gobj0+utvH45iLUH2PWACEQCAQCgUAgEAj+MSZfRPjWW2/hyiuv1L4Q5zOf+QymTJnSKB6fXG3j8cnVNh6fXG3j8cnVNh6fXG3j8cnVNh6fXG3j8c1FaAbG3AzI8uXLccghh+Dtt9/GAQccgBkzZoBzjpdffhl/+MMfMGXKFPyf//N/8N73vrcRPG3ME5Vd/XnamCcqu/rztDFPVHb152ljntpYdoSGwcdGkzrhwAMP5J/+9Ke1G55GRkb4Zz7zGX7ggQc2hscnV9t4fHK1jccnV9t4fHK1jccnV9t4fHK1jccnV9t4fHMRmoMxZ4BMnjyZ//GPfzTef+yxx/jkyZMbw+OTq208PrnaxuOTq208PrnaxuOTq208PrnaxuOTq208vrkIzcGYexHh5ptvjhUrVhjvP/3009h8880bw+OTq208PrnaxuOTq208PrnaxuOTq208PrnaxuOTq208vrkIDcKgLSDfOPvss/m0adP4d7/7Xf7II4/wNWvW8OHhYf7II4/w7373u3zzzTfn3/zmNxvD45OrbTw+udrG45OrbTw+udrG45OrbTw+udrG45OrbTy+uQjNwZgzQDjn/Dvf+Q6fNWsWZ4zxTqfDO50OZ4zxWbNm8QsuuKBxPD652sbjk6ttPD652sbjk6ttPD652sbjk6ttPD652sbjm4vQDIy5U7BEPPvssxgeHgbQfyHOdttt12gen1xt4/HJ1TYen1xt4/HJ1TYen1xt4/HJ1TYen1xt4/HNRag3xrQBQiAQCAQCgUAgEPxizG1CB4D169fj7rvvxvLlyxP33nnnHVx++eWN4vHJ1TYen1xt4/HJ1TYen1xt4/HJ1TYen1xt4/HJ1TYe31yEhmCwK8D846mnnuLz5s2L1iEecMABfPXq1dH94eFh3ul0GsPjk6ttPD652sbjk6ttPD652sbjk6ttPD652sbjk6ttPL65CM3BmJsB+cd//EfstttuePnll/HUU09h6tSp2H///fH88883kscnV9t4fHK1jccnV9t4fHK1jccnV9t4fHK1jccnV9t4fHMRGoRBW0C+sfXWW/NHH31UuvalL32Jz507lz/zzDOlWeK+eHxytY3HJ1fbeHxytY3HJ1fbeHxytY3HJ1fbeHxytY3HNxehORg3aAPIN9avX49x4+Rs/+hHP0Kn08EBBxyAK6+8slE8PrnaxuOTq208PrnaxuOTq208PrnaxuOTq208PrnaxuObi9AgDNoC8o29996bX3755dp7J598Mn/Xu95ViiXui8cnV9t4fHK1jccnV9t4fHK1jccnV9t4fHK1jccnV9t4fHMRmoMxZ4B861vf4ocffrjx/he/+EXOGGsMj0+utvH45Gobj0+utvH45Gobj0+utvH45Gobj0+utvH45iI0B/QeEAKBQCAQCAQCgeANY+4ULAKBQCAQCAQCgTA4kAFCIBAIBAKBQCAQvIEMEAKBQCAQCAQCgeANZIAQCAQCgUAgEAgEbyADhEAgEFqA2267DTvvvDN6vd6gRXHCyMgI5s6di2XLlg1aFAKBQCB4BhkgBAKB4IgTTjgBjDEwxjB+/HjMmDEDhxxyCH7xi19kHvhfdtlleNe73lWabGeccQa+9rWvodPppKbPGMNvfvOb0rjzYOLEiTj99NPxj//4jwOVg0AgEAj+QQYIgUAgZMBhhx2GNWvWYOXKlbjxxhtx0EEH4b//9/+OI444AqOjowOR6d5778WKFSvwyU9+ciD8OmzYsCE1zDHHHIO77roLTzzxhAeJCAQCgVAXkAFCIBAIGTBx4kTMnDkT22yzDd7//vfjrLPOwm9/+1vceOONuOyyy6JwF154IXbbbTdMmTIFc+bMwZe+9CW8+eabAIA77rgDn//857F27dpoRuUb3/gGgP7A/YwzzsA222yDKVOmYN9998Udd9xhlenqq6/G4sWLMWnSpFx5euyxx7Bo0SJMnjwZ06dPx3/7b/8tkhUADjzwQJx66qlSnKOOOgonnHBC9Hv+/Pk477zzcMIJJ2DatGn4whe+gA0bNuCUU07BrFmzMGnSJMyfPx/f/va3ozjTp0/HwoULcdVVV+WSm0AgEAjNBBkgBAKBUBCLFi3C7rvvjuuuuy661ul08IMf/ACPP/44/uVf/gW33XYbzjjjDADAwoULcfHFF2Pq1KlYs2YN1qxZg9NPPx0A8PnPfx733HMPrr76ajz66KP45Cc/icMOOwwrVqww8t95553Ya6+9csn+9ttv47DDDsPmm2+OBx54ANdeey1uvfVWnHLKKZnT+u53v4tdd90Vy5Ytw9e//nX84Ac/wL/+67/if/2v/4WnnnoKV1xxBebPny/F2WeffXDXXXflkp1AIBAIzcS4QQtAIBAIbcDOO++MRx99NPotzhhst912OPfcc/HFL34RP/7xjzFhwgRMmzYNjDHMnDkzCvfMM8/gqquuwqpVqzB79mwAwOmnn46bbroJS5cuxbe+9S0t98qVK6PwItauXYtNN93UKvevfvUrrF+/HpdffjmmTJkCAPjhD3+II488EhdccAFmzJjhXAaLFi2KDCkAeP755/Ge97wHH/zgB8EYw7x58xJxttlmG6xcudKZg0AgEAjNBxkgBAKBUAI452CMRb9vv/12fOtb38Ly5cuxbt06jI6O4p133sFbb70VDfRVPPTQQ+CcY8cdd5Suj4yMYPr06Ubu9evXa5dfbbbZZnjooYc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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "power = np.power((abs(wavelet_coeffs)), 2)\n", + "\n", + "fig, ax = plt.subplots(figsize=(10, 10))\n", + "\n", + "# Plot Scalogram\n", + "plt.imshow(\n", + " power, vmax=(power).max(), vmin=(power).min(), aspect=\"auto\"\n", + ")\n", + "\n", + "# Plot X-Axis with Date Labels and Ticks Monthly\n", + "num = 730 # hours in a month\n", + "x_ticks = range(0, len(dates), num)\n", + "x_ticklabels = []\n", + "for date in dates[::num]:\n", + " x_ticklabels.append(str(date)[:-9])\n", + "plt.xticks(ticks=x_ticks, labels=x_ticklabels,rotation=90)\n", + "\n", + "plt.title(\"Buoy Height at Station 44013\")\n", + "plt.xlabel(\"Date (Hours)\")\n", + "plt.ylabel(\"Scale\")\n", + "plt.colorbar()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "That's more like it!\n", + "\n", + "Now, the x-axis describes the *when* and the y-axis describes the *what*\n", + "\n", + "- X axis describes when wind is present and causing waves\n", + "- Y axis describes the range of wave periods needed to make the signal that is present. There is a large range when waves are detected, which is expected since wind excites many frequencies of waves on the surface when it blows" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Conclusions\n", + "\n", + "The power spectrum above demonstrates a strong peak (in yellow) within the first month of the year. During this time of year, the wave activity is high and across a wide range of frequencies. This wavelet is demonstrating when wave activity is highest and the range of wave heights is widest." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Summary\n", + "Wavelet analysis can be applied across a wide range of data, as long as there is a time-series data. Buoys returns a large range of possible data, but for this example we explored how wave heights vary throughout the year. There is a large amount of wave activity in very short intervals at the beginning of the year, but the wave heights vary over a large range of possible frequencies.\n", + "\n", + "### What's next\n", + "\n", + "- [Learn how more about PyWavelets](https://pywavelets.readthedocs.io/en/latest/regression/index.html)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Resources and references\n", + "\n", + "- [NOAA National Data Buoy Center](https://www.ndbc.noaa.gov/)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.2" + }, + "nbdime-conflicts": { + "local_diff": [ + { + "diff": [ + { + "diff": [ + { + "key": 0, + "op": "addrange", + "valuelist": [ + "Python 3" + ] + }, + { + "key": 0, + "length": 1, + "op": "removerange" + } + ], + "key": "display_name", + "op": "patch" + } + ], + "key": "kernelspec", + "op": "patch" + } + ], + "remote_diff": [ + { + "diff": [ + { + "diff": [ + { + "key": 0, + "op": "addrange", + "valuelist": [ + "Python3" + ] + }, + { + "key": 0, + "length": 1, + "op": "removerange" + } + ], + "key": "display_name", + "op": "patch" + } + ], + "key": "kernelspec", + "op": "patch" + } + ] + }, + "toc-autonumbering": false + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/notebooks/example-workflows/nino3.ipynb b/notebooks/example-workflows/nino3.ipynb index 7dbad16..bee5230 100644 --- a/notebooks/example-workflows/nino3.ipynb +++ b/notebooks/example-workflows/nino3.ipynb @@ -231,8 +231,10 @@ ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": null, "metadata": {}, + "outputs": [], "source": [ "wavelets = [f\"cmor{x:.1f}-{y:.1f}\" for x in [0.5, 1.5, 2.5] for y in [0.5, 1.0, 1.5]]\n", "fig, axs = plt.subplots(3, 3, figsize=(10, 10), sharex=True, sharey=True)\n", @@ -349,7 +351,7 @@ "metadata": {}, "source": [ "## Power Spectrum\n", - "The power spectrum is the real component of the wavelet coefficents. We can find this value by squaring the absolute value of the `wavelet_coeffs` to return the magnitude of the real component to make a better graph." + "The power spectrum is the real component of the wavelet coefficients. We can find this value by squaring the absolute value of the `wavelet_coeffs` to return the magnitude of the real component to make a better graph." ] }, { @@ -460,11 +462,11 @@ "metadata": {}, "source": [ "## Summary\n", - "Frequency signals appear in more than just audio! A frequency analysis of weather data can inform us about how weather trends change through a year and over a decades worth of data\n", + "Frequency signals appear in more than just audio! A frequency analysis of weather data can inform us about how weather trends change through a year and over a decades worth of data.\n", "\n", "### What's next?\n", "\n", - "- [Learn how more about PyWavelets](https://pywavelets.readthedocs.io/en/latest/regression/index.html)\n" + "- Buoys and Wave(lets)\n" ] }, { @@ -493,7 +495,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.13.1" + "version": "3.13.2" }, "nbdime-conflicts": { "local_diff": [ diff --git a/notebooks/images/Z03A_2025_04_07_1910.png b/notebooks/images/Z03A_2025_04_07_1910.png new file mode 100644 index 0000000..0409186 Binary files /dev/null and b/notebooks/images/Z03A_2025_04_07_1910.png differ diff --git a/notebooks/images/buoy-station.png b/notebooks/images/buoy-station.png new file mode 100644 index 0000000..f1c8dca Binary files /dev/null and b/notebooks/images/buoy-station.png differ diff --git a/notebooks/images/buoy-world-map.png b/notebooks/images/buoy-world-map.png new file mode 100644 index 0000000..6af71fc Binary files /dev/null and b/notebooks/images/buoy-world-map.png differ diff --git a/notebooks/example-workflows/jingle-bells.ipynb b/notebooks/wavelet-introduction/jingle-bells.ipynb similarity index 98% rename from notebooks/example-workflows/jingle-bells.ipynb rename to notebooks/wavelet-introduction/jingle-bells.ipynb index d3e408e..d57ade1 100644 --- a/notebooks/example-workflows/jingle-bells.ipynb +++ b/notebooks/wavelet-introduction/jingle-bells.ipynb @@ -107,7 +107,7 @@ "source": [ "## PyWavelets Overview\n", "\n", - "PyWavelets returns both the coefficents and frequency information for wavelets from the input data\n", + "PyWavelets returns both the coefficients and frequency information for wavelets from the input data\n", "\n", "```\n", "coeffs, frequencies = pywt.cwt(data, scales, wavelet, sampling_period)\n", @@ -124,10 +124,10 @@ "Required:\n", "- data: input data (as an array)\n", "- wavelet: name of the Mother wavelet\n", - "- scales: collection of the scales to use will determine the range which the wavelet will be streched or squished\n", + "- scales: collection of the scales to use will determine the range which the wavelet will be stretched or squished\n", "\n", "Optional:\n", - "- sampling_period: sampling period for frequencies output. Scales are not scaled by the period (and coefficents are independent of the sampling_period)" + "- sampling_period: sampling period for frequencies output. Scales are not scaled by the period (and coefficients are independent of the sampling_period)" ] }, { @@ -137,7 +137,7 @@ "### Return Values\n", "The continuous wavelet transforms in PyWavelets returns two values:\n", "\n", - "- coefficents: collection of complex number outputs for wavelet coefficients\n", + "- coefficients: collection of complex number outputs for wavelet coefficients\n", "- frequencies: collection of frequencies (if the sampling period are in seconds then frequencies are in hertz otherwise a sampling period of 1 is assumed)\n", "\n", "The final size of coefficients depends on the length of the input data and the length of the given scales." diff --git a/notebooks/example-workflows/spy-keypad.ipynb b/notebooks/wavelet-introduction/spy-keypad.ipynb similarity index 98% rename from notebooks/example-workflows/spy-keypad.ipynb rename to notebooks/wavelet-introduction/spy-keypad.ipynb index 5a319d0..36595d9 100644 --- a/notebooks/example-workflows/spy-keypad.ipynb +++ b/notebooks/wavelet-introduction/spy-keypad.ipynb @@ -159,7 +159,7 @@ "source": [ "## Wavelet Analysis: Power Spectrum\n", "\n", - "The power spectrum plots the real component of the complex number returns from wavelet coefficents. This will return information about the frequency and time that we need to use to determine which notes are used in what order for the keypad.\n", + "The power spectrum plots the real component of the complex number returns from wavelet coefficients. This will return information about the frequency and time that we need to use to determine which notes are used in what order for the keypad.\n", "\n", "For the purpose of this example, we will use the Morlet mother wavelet. Morlet is one type of mother wavelet useful for working with audio signals and is a good general wavelet to start with when analyzing frequencies of a signal.\n", "\n",