{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Macro factors of the risk-parity trade" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This notebook serves as an illustration of the points discussed in the post [\"Macro factors of the risk-parity trade\"](https://research.macrosynergy.com/macro-factors-for-the-risk-parity-trade/) available on the Macrosynergy website. \n", "\n", "Risk parity positioning in equity and fixed income duration is a portfolio construction strategy that aims to allocate assets in a way that balances risk contributions between the two asset classes. The primary goal of risk parity is to achieve a more diversified and risk-efficient portfolio by distributing risk equally or proportionally across different asset categories. Risk-parity positioning in equity and (fixed income) duration has been a popular and successful investment strategy in past decades. However, part of that success is owed to a supportive macro environment, with accommodative refinancing conditions and slow, disinflationary, or even deflationary economies. Financial and economic shocks, as opposed to inflation shocks, dominated markets, leading to a negative equity-duration correlation. The macro environment is changeable, however, and a strong theoretical case can be made for managing risk-parity strategies based on economic trends and risk-adjusted carry. We propose simple strategies based on macro-quantamental indicators of economic overheating. Overheating scores have been strongly correlated with risk parity performance and macro-based management would have benefited risk parity performance even during the past two \"golden decades\" of risk parity.\n", "\n", "This notebook provides the essential code required to replicate the analysis discussed in the post. \n", "\n", "The notebook covers the three main parts:\n", "\n", "- Get Packages and JPMaQS Data: This section is responsible for installing and importing the necessary Python packages used throughout the analysis. \n", "\n", "- Transformations and Checks: In this part, the notebook performs calculations and transformations on the data to derive the relevant signals and targets used for the analysis, including the normalization of feature variables using z-score or building simple linear composite indicators.\n", "\n", "- Value Checks: This is the most critical section, where the notebook calculates and implements the trading strategies based on the hypotheses tested in the post. This section involves backtesting a few simple but powerful trading strategies targeting selected financial returns.\n", "\n", "It is important to note that while the notebook covers a selection of indicators and strategies used for the post's main findings, users can explore countless other possible indicators and approaches. Users can modify the code to test different hypotheses and strategies based on their research and ideas. For example, this notebook focuses on the main developed markets. Similar analysis can be extended for other currencies and regions. Best of luck with your research!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Get packages and JPMaQS data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This notebook primarily relies on the standard packages available in the Python data science stack. However, there is an additional package `macrosynergy` that is required for two purposes:\n", "\n", "- Downloading JPMaQS data: The `macrosynergy` package facilitates the retrieval of JPMaQS data, which is required in the notebook.\n", "\n", "- For the analysis of quantamental data and value propositions: The `macrosynergy` package provides functionality for performing quick analyses of quantamental data and exploring value propositions.\n", "\n", "For detailed information and a comprehensive understanding of the `macrosynergy` package and its functionalities, please refer to the [“Introduction to Macrosynergy package”](https://academy.macrosynergy.com/academy/Introductions/Introduction%20to%20Macrosynergy%20package/_build/html/Introduction%20to%20Macrosynergy%20package.php) notebook on the Macrosynergy Quantamental Academy or visit the following link on [Kaggle](https://www.kaggle.com/code/macrosynergy/introduction-to-macrosynergy-package)." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'! pip install macrosynergy --upgrade'" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "\"\"\"! pip install macrosynergy --upgrade\"\"\"" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "import os\n", "\n", "import macrosynergy.management as msm\n", "import macrosynergy.panel as msp\n", "import macrosynergy.signal as mss\n", "import macrosynergy.pnl as msn\n", "\n", "from macrosynergy.download import JPMaQSDownload\n", "\n", "import warnings\n", "\n", "warnings.simplefilter(\"ignore\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The JPMaQS indicators we consider are downloaded using the J.P. Morgan Dataquery API interface within the `macrosynergy` package. This is done by specifying ticker strings, formed by appending an indicator category code to a currency area code . These constitute the main part of a full quantamental indicator ticker, taking the form `DB(JPMAQS,_,)`, where denotes the time series of information for the given cross-section and category. The following types of information are available:\n", "\n", "`value` giving the latest available values for the indicator\n", "`eop_lag` referring to days elapsed since the end of the observation period\n", "`mop_lag` referring to the number of days elapsed since the mean observation period\n", "`grade` denoting a grade of the observation, giving a metric of real-time information quality.\n", "\n", "After instantiating the `JPMaQSDownload` class within the `macrosynergy.download` module, one can use the `download(tickers,start_date,metrics)` method to easily download the necessary data, where `tickers` is an array of ticker strings, `start_date` is the first collection date to be considered and `metrics` is an array comprising the times series information to be downloaded. For more information see [here](https://github.com/macrosynergy/macrosynergy/blob/develop/README.md)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# For this post we focus on a selection of major developed markets currencies (in alphabetical order) - AUD (Australian dollar), CAD (Canadian dollar), CHF (Swiss franc), EUR (euro), GBP (British pound), JPY (Japanese yen), SEK (Swedish krona) and USD (U.S. dollar).\n", "\n", "cids = [\"AUD\", \"CAD\", \"CHF\", \"EUR\", \"GBP\", \"JPY\", \"SEK\", \"USD\"]" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Maximum number of tickers is 104\n" ] } ], "source": [ "# Category tickers\n", "\n", "main = [\n", " \"EMPL_NSA_P1M1ML12_3MMA\",\n", " \"EMPL_NSA_P1Q1QL4\",\n", " \"UNEMPLRATE_SA_3MMAv5YMM\",\n", " \"CPIH_SJA_P6M6ML6AR\",\n", " \"INFTEFF_NSA\",\n", " \"INTRGDPv5Y_NSA_P1M1ML12_3MMA\",\n", " \"RGDP_SA_P1Q1QL4_20QMM\",\n", " \"PCREDITBN_SJA_P1M1ML12\",\n", "]\n", "xtra = [\"EQCRY_VT10\", \"DU05YCRY_VT10\"]\n", "\n", "rets = [\"EQXR_NSA\", \"EQXR_VT10\", \"DU05YXR_VT10\"]\n", "\n", "xcats = main + rets + xtra\n", "\n", "# Resultant tickers\n", "\n", "tickers = [cid + \"_\" + xcat for cid in cids for xcat in xcats]\n", "print(f\"Maximum number of tickers is {len(tickers)}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "JPMaQS indicators are conveniently grouped into six main categories: Economic Trends, Macroeconomic balance sheets, Financial conditions, Shocks and risk measures, Stylized trading factors, and Generic returns. Each indicator has a separate page with notes, description, availability, statistical measures, and timelines for main currencies. The description of each JPMaQS category is available under [Macro quantamental academy](https://academy.macrosynergy.com/quantamental-indicators/). For tickers used in this notebook see [Employment growth](https://academy.macrosynergy.com/academy/Themes/Economic%20trends/_build/html/notebooks/Labor%20market%20dynamics.php), [Private credit expansion](https://academy.macrosynergy.com/academy/Themes/Financial%20conditions/_build/html/notebooks/Private%20credit%20expansion.php), [Consumer price inflation trends](https://academy.macrosynergy.com/academy/Themes/Economic%20trends/_build/html/notebooks/Consumer%20price%20inflation%20trends.php), [Inflation targets](https://academy.macrosynergy.com/academy/Themes/Economic%20trends/_build/html/notebooks/Inflation%20targets.php), [Intuitive growth estimates](https://macrosynergy.com/academy/notebooks/intuitive-gdp-growth-estimates/), [Long-term GDP growth](https://macrosynergy.com/academy/notebooks/gdp-growth/), [Equity index future carry](https://academy.macrosynergy.com/academy/Themes/Stylized%20trading%20factors/_build/html/notebooks/Equity%20index%20future%20carry.php), [Duration returns](https://academy.macrosynergy.com/academy/Themes/Generic%20returns/_build/html/notebooks/Equity%20index%20future%20returns.php), and [Equity index future returns](https://academy.macrosynergy.com/academy/Themes/Generic%20returns/_build/html/notebooks/Equity%20index%20future%20returns.php)." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Downloading data from JPMaQS.\n", "Timestamp UTC: 2024-03-21 14:48:09\n", "Connection successful!\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Requesting data: 100%|██████████| 21/21 [00:04<00:00, 4.91it/s]\n", "Downloading data: 100%|██████████| 21/21 [00:14<00:00, 1.50it/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Some expressions are missing from the downloaded data. Check logger output for complete list.\n", "32 out of 416 expressions are missing. To download the catalogue of all available expressions and filter the unavailable expressions, set `get_catalogue=True` in the call to `JPMaQSDownload.download()`.\n", "Some dates are missing from the downloaded data. \n", "2 out of 8931 dates are missing.\n" ] } ], "source": [ "# Download series from J.P. Morgan DataQuery by tickers\n", "\n", "start_date = \"1990-01-01\"\n", "end_date = \"2023-07-01\"\n", "\n", "\n", "# Retrieve credentials\n", "client_id: str = os.getenv(\"DQ_CLIENT_ID\")\n", "client_secret: str = os.getenv(\"DQ_CLIENT_SECRET\")\n", "\n", "with JPMaQSDownload(client_id=client_id, client_secret=client_secret) as dq:\n", " df = dq.download(\n", " tickers=tickers,\n", " start_date=start_date,\n", " suppress_warning=True,\n", " metrics=[\"all\"],\n", " show_progress=True,\n", " )" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "RangeIndex: 715255 entries, 0 to 715254\n", "Data columns (total 7 columns):\n", " # Column Non-Null Count Dtype \n", "--- ------ -------------- ----- \n", " 0 real_date 715255 non-null datetime64[ns]\n", " 1 cid 715255 non-null object \n", " 2 xcat 715255 non-null object \n", " 3 eop_lag 715255 non-null float64 \n", " 4 grading 715255 non-null float64 \n", " 5 mop_lag 715255 non-null float64 \n", " 6 value 715255 non-null float64 \n", "dtypes: datetime64[ns](1), float64(4), object(2)\n", "memory usage: 38.2+ MB\n" ] } ], "source": [ "df.info()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The following cell extracts four standard columns (cross-section identifier, category, date, and value) and then consolidates them into a fresh dataframe. We won't be considering any other metrics (such as grading, eop_lag, and mop_lag) for our analysis." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "RangeIndex: 715255 entries, 0 to 715254\n", "Data columns (total 4 columns):\n", " # Column Non-Null Count Dtype \n", "--- ------ -------------- ----- \n", " 0 cid 715255 non-null object \n", " 1 xcat 715255 non-null object \n", " 2 real_date 715255 non-null datetime64[ns]\n", " 3 value 715255 non-null float64 \n", "dtypes: datetime64[ns](1), float64(1), object(2)\n", "memory usage: 21.8+ MB\n" ] } ], "source": [ "scols = [\"cid\", \"xcat\", \"real_date\", \"value\"] # required columns\n", "dfx = df[scols].copy()\n", "dfx.info()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Availability" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Prior to commencing any analysis, it is crucial to evaluate the accessibility of data. This evaluation serves several purposes, including the identification of potential data gaps or constraints within the dataset. Such gaps can significantly influence the trustworthiness and accuracy of the analysis. Moreover, it aids in verifying that an ample number of observations are accessible for each chosen category and cross-section. Additionally, it assists in establishing suitable timeframes for conducting the analysis." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Missing xcats across df: []\n", "Missing cids for CPIH_SJA_P6M6ML6AR: []\n", "Missing cids for DU05YCRY_VT10: []\n", "Missing cids for DU05YXR_VT10: []\n", "Missing cids for EMPL_NSA_P1M1ML12_3MMA: ['CHF', 'EUR']\n", "Missing cids for EMPL_NSA_P1Q1QL4: ['CAD', 'JPY', 'AUD', 'USD', 'GBP', 'SEK']\n", "Missing cids for EQCRY_VT10: []\n", "Missing cids for EQXR_NSA: []\n", "Missing cids for EQXR_VT10: []\n", "Missing cids for INFTEFF_NSA: []\n", "Missing cids for INTRGDPv5Y_NSA_P1M1ML12_3MMA: []\n", "Missing cids for PCREDITBN_SJA_P1M1ML12: []\n", "Missing cids for RGDP_SA_P1Q1QL4_20QMM: []\n", "Missing cids for UNEMPLRATE_SA_3MMAv5YMM: []\n" ] } ], "source": [ "msm.missing_in_df(df, xcats=xcats, cids=cids)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is important to note that when conducting labor market analysis or comparing labor market dynamics across different countries, the frequency and availability of data can significantly impact the analysis. From the availability table below, we can see that the majority of selected countries provide labor market dynamics indicators (in particular, Employment growth), on monthly basis, with fairly short publication lags. However, Switzerland (CHF) and the Eurozone (EUR) only release quarterly data. There are no employment growth rates on a monthly frequency for these countries. This will need to be accounted for in the analysis later on." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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W1tb069ePokWLAmmPvVu3bpQuXRpIfG6Tg4MDly5dIjo6GicnJ9q2bWtWv379+vTr149WrVqlujRhapYtW8atW7fInz8/8+fPN/UJIH/+/MyePRtPT09CQ0P5+uuv09XmwyxcuJDo6Ghq1KjBuHHjsLGxARLPybvvvkuHDh3+9TGS+7fxly9fPmbPnm22lF2zZs1o2LAhAEeOHElXP+7cucO5c+cAmDRpkll7BoOBF154wTS75p/LDyZp0KAB/fr1w8oqcUGUggUL0rlzZyDx+V5TpkwxG2O9evVMv9MnTpwwbf/ll184evQoBQoU4Ntvv6VUqVKmMkdHR6ZMmUKVKlUICgoyxf4/DR061Oy1cnR0ZOTIkQAEBwdz6dKldJ2X3bt3Y21tTYsWLejSpQsWFg/ewihYsCDDhg0D4O7du9y9ezddbT6ujIxp4cKFxMTEUKtWLUaNGmVaLtPS0pJ+/frx4osvZujYScvq9ezZkzfffNM0y9HS0pKBAwdSr1494uPj8fX1BWDv3r1YWlpSoUIFBg4caPb77uzszPvvvw8kzgBL72sxf/58IiIi8PT0ZNasWeTPn99UVrRoUebPn4+rqyvXr19nyZIlqbbx/vvvm85F0rX69OnTADRs2JDChQub6trY2DBq1Cjq169PixYtCA4OTlc/RURE5NmnpJSIiIiIiDxS6dKlWbZsGb6+vgwePJhq1aqZvdF59+5dvv76azp27MjNmzfT3e7y5cs5fvw4r776aqrlSUuKRUVFpVperVo1DAZDBkbycLVr16Zo0aLExMSkeC7V6tWrgcRl/pLeWN21axcxMTGULl06zedGderUCYDjx4+b3jivUKEChw4d4tChQ6bnbyUXExNjSlSllehLbek0d3d3rKysCAkJYdSoUaY3fJO8/fbbzJ49m5YtW6Z5DpJLegbUCy+8kOJZRpCYDOvevbuprvFfPrI46XgvvfRSquU9e/b8V+3/07+Nv7p165oSZ8l5eHgAEBoamq5+5M+fn/3793Ps2DE8PT1TlMfHx5uWAUyrL40bN06xLWlJRzs7u1SXjEtKfoWHh5u2bdu2DYDmzZuTO3fuFPsYDAY6duwIJCZvU9OkSZMU25LOCZAi4ZuWESNG8OeffzJjxoxUy5M/by2t8/KkZGRMv/76K0Cayad/LvX3MJcvX+bixYsAacbplClT2LZtm2kpvtdff51jx46xbNmyVOsnP2/p/SBB0phee+21VJ9J5+TkZErqJ8VQcq6urmZJ7SQlSpQA4Oeff2bZsmXcu3fPVJYrVy4WLlzItGnTUn3umYiIiGRPeqaUiIiIiIikW7ly5ShXrhxDhgwhMjKSI0eOsGfPHtasWcPdu3e5cuUKw4YNY+XKlelu09rampCQENNMpKtXr+Lv78+pU6e4c+cOkDjTIzXpfU5RehkMBjp37szs2bNZs2aN6U3gmJgY/Pz8APM3mpNmt9y8eTPNN5qTJ2ouXrxIvnz5TD/b2tpy8eJFTp48yZUrV7h69Srnz5/nzJkzREdHAxkbe758+ejTpw9ff/01vr6++Pr64urqSp06dahfvz4NGzbM0GyypFkUaSXckpfdu3eP4ODgVJNs6REREWF6vVNLzACULVuWXLlyERMT81jHSM2/ib+03ihPetM/Li4uQ32xtbXl2rVr/Pnnn6Z4uHDhAqdOnSIiIuKhfSlYsGCqY4PE2THJZxn9szx5jCbNCtuxY0eKpGaSpASMv78/RqMxRWI4tfOSPBESHx+farupMRgMGAwGDh8+zPnz57l69SpXrlzhzJkzXL582VQvrfPypKR3TFFRUdy4cQOAMmXKpNpW2bJlMRgM6UriJo0xd+7cqSZ1gDSfl2dtbc3x48c5e/as6bydPXvWlOQC0tWHsLAwAgMDAahYsWKa9ZKuBanNvko++y+5rl278vPPP3P+/HkmTJjAxIkTKVeuHHXr1qVBgwY899xzptl/IiIikjPof3YREREREXksdnZ21KtXj3r16jFs2DDGjBnDhg0b+OOPPzhx4sRDExlJwsLCmDJlCuvWrSM2Nta03dramgoVKlCuXDl2796d5v6pzVL5t1588UW+/PJLjhw5wtWrVylatCjbt28nJCQELy8vs3ElzYQJCwtL11JtyWdTHDt2jI8++oiTJ0+a1XFxcaFRo0acPHmSgICANNtK/oZ4cu+++y4VK1bkxx9/5PDhw9y+fZt169axbt06rKysaNu2LePGjcPR0fGR/Q0LCwN4aN2kGTyQOOPmcZNSyWcVpTZDBxKXK8uTJ48pWfRv/dv4S+8yiOlx8eJFxo8fz8GDB822Ozg4ULNmTW7dupVmkgjSPmdAqgmptCS95jdu3DAlV9ISHx9PeHi4WQzAo89LemfUGY1GFi5cyPz5881+dwwGAyVLlqRTp06sWbMmXW39W+kdU0hIiGlbWq9Jrly5sLOzMyUaHyZp2Tp7e/t09jTR6tWrmTlzJrdv3zbb7u7uzksvvcSqVavS3VbymXT/fK2TSyqLiIhIkaxM61rt4ODAypUr+e6771i/fj2XL1/m5MmTnDx5koULF5IvXz7eeecdXn755XT3V0RERJ5tSkqJiIiIiEiaxo0bx/79++ncuTMDBw5Ms56trS0TJ05ky5YtpueUpCcpNWjQIA4cOICtrS1vvPEGVapUoUyZMhQvXhxra2tWrVr10KRAZihUqBDPP/88e/bsYd26dQwaNMj0xvc/l+NKWt6tVatWzJ49O93HuHDhAj169CAqKorSpUvTpUsXypYti4eHh2lGxquvvvrQpNTDtGjRghYtWhAWFsbBgwc5ePAgO3fu5OLFi6xduzbdz4Cyt7cnJCTkocvQJX8TPqNvnCeXPPGVlBhJzcOWaUsr2ZHWEmXPSvzdvXuXN954g7t371K4cGFefvllypcvT6lSpXB3d8dgMDB8+PCHJqWelKSY/vDDD3njjTcy/XgP89VXXzFnzhwA2rZtS8OGDSldujSlSpXC3t4ef3//p5aUSi9nZ2fT92nFsdFoTPdsv6TEVvLE0KOsXr2aUaNGAYnPGmvRogVlypTBw8MDJycnYmNjM5SUSv57/bDfzaRrQe7cuTO0rKqDgwNDhw5l6NChXL58mQMHDnDgwAF27drF3bt3+fDDD3F2dk73sqMiIiLybFNSSkRERERE0hQdHc3ly5fZtm3bQ5NSkPjGor29PcHBwelaIu6PP/7gwIEDAMyfP586deqkqJOR51M9SV26dGHPnj1s3bqVt956i71792JtbW16lk6SkiVLAg+W8UtNZGQkf/75J4UKFaJw4cJYWlryww8/EBUVRalSpfj5559NiYDkkpbLyoioqCj8/f2BxCXCHBwcaNq0KU2bNmXUqFEsWLCAmTNnsmPHDkJDQx85W6pUqVIcPXqUEydO0LZt21Tr/PXXX0DiM2Ued5YUJL6R7e7uTkBAAKdOnaJy5cop6ly/fj3VN8UtLS0B0nyj/9atWym2PUvx5+3tzd27d3F2dsbb2zvV35/HiYfHUbJkSU6fPv3QmL5x4waBgYEUKlQo0571Exsby8KFC4HEZ6ENHTo0RZ2suj48jI2NDUWKFOHatWtpxvHFixfTvbRj0jOXIiIiCAgIwN3dPUWdX375hUWLFlGpUiX+97//MX/+fCDxWXCffPJJivoZPW8ODg64urpy+/Zt/vrrr1THBA+uBUl9To+7d+9y6dIlSpUqRd68eSlevDjFixfn5ZdfJjw8nB49evDXX3+xZs0aJaVERERyiPTP4RcRERERkf+cpCTMX3/9hY+Pz0Pr7tmzh+DgYJydnalSpYppe/Klw5LPZEk+Cyi155RERkayYcMGIGPPoEmS9En99C4Vllzz5s1xdnbm5MmTrFq1iujoaBo3bpwiWdCoUSMsLS25ePEie/fuTbWtRYsW0b17dzp16mSasXPt2jUAPDw8Uk1I7d27l+vXrwMZG/vKlSvp1KkTI0eOTHXczz//vOn79LTbpEkTAHx9fc1mRCWJiYlh+fLlQOKMjH8r6U3nlStXptq/tJ5VlpQMCwgISDUxtXXr1hTbMjv+UpP0u/DP1yapL4ULF041IXX+/Hn++OOPJ9qXtCS95hs3buTu3bup1hkzZgyvvPIKw4cPfyLHTO13NSgoyLS8XVqzLn/66SfT9xl9fldmelQcJ+/3o3h4eFCkSBEgMXmZmtWrV3Pw4EHu3bsHPIintM7bzz//bPr+n+ctretm06ZNAVi+fHmqv2MhISH4+voC0LBhw4eOKbnevXvz+uuvs3r16hRl9vb2VK1aFcj8uBcREZGnR0kpERERERFJU7169WjVqhUAY8eOZcqUKSmWlIuOjsbb25t33nkHgHfeecdsuafkz1VJSrRA4iycJF999ZXZM33Onz9P3759TbN+0lp+7WGSjpuUAMqIXLly0aFDBwBmzZoFpFy6D6BIkSJ07doVgPfee4/t27ebyhISEvjpp5/48ssvAXj99ddNz1xJmmG1d+9eDh8+bNonLi6O9evX8+6775q2PWy5un9q06YN1tbWnD17lqlTp5o9s+bevXt8/vnnAFSpUsVsmbG0vPbaa7i5uXHnzh369+/P1atXTWV3795l2LBhnD17Fnt7e4YMGZLufqalV69e5M2blxMnTjBq1CjTrCij0chPP/3Et99+m+p+NWrUABLfGP/8889Nb7RHRkYyc+ZMdu3alWKfzI6/1CTFZEhIiNmMr6S+nD59ms2bN5u2G41Gdu3aRZ8+fUz9e1J9SUvbtm3x9PTk/v379O7d22zGVFhYGB999BG//fYbBoOBfv36PZFjpva7mjdvXlOMLlq0yPRsJUiM5Y8++oj169ebtmXk9ySz9e7dGycnJ06cOMHo0aPN4njZsmUsXrw43W0ZDAYGDRoEwDfffMNPP/1kShjFx8ezYMECtm7dipWVFW+99RbwIJ5WrlxpNsMuLCyMOXPmsGDBAtO2f563tK6bffv2xd7enrNnzzJs2DCzhOXVq1fp378/d+7cwc3NjTfffDPd4+vUqRMAX375ZYrf08OHD5uWZ2zUqJFZ2YULF7hw4YIpESciIiLZh5bvExERERGRh/r000/JnTs3vr6+LF68mMWLF1O4cGHy5ctHdHQ0/v7+xMTEYG1tzfDhw3nttdfM9nd2djYtZ/X2229TqlQphg0bRsOGDWnTpg1+fn589913+Pj44O7uTnBwsCnxVa9ePfbu3Ut4eDhhYWGmpE56lC9fnrNnz/Ltt9+yc+dOWrZsaXpzNz26dOnCkiVLiIiIIH/+/Gl++n/MmDEEBgayY8cOBg4cSIECBXBzc+PatWumN0xbtWplStpBYvJl/fr1BAUF8frrr1OiRAns7e0JCAggJCSE3LlzU61aNY4ePZqhpbYKFCjA1KlTGTlyJIsXL+bnn3+mWLFixMfHc+XKFaKjo3FxcWHKlCnpai9Pnjx8/fXX9OvXj6NHj9KyZUtKly6NlZUV586dIzY2FmdnZ2bOnJmhJbvS4urqyldffcWAAQNYu3Yt27Zto1SpUty+fZvAwEDKly/PyZMnU+zn6elJhw4dWLduHd999x1r1qyhYMGCXL58mbCwMN555x2++OILs33Kly+fqfGXGi8vLywsLIiOjqZ169YUKFCAhQsX8tJLL7Fs2TIuX77M0KFDKVKkCC4uLty4cYO7d+9ibW1NrVq1OHjwYKYv42dtbc3cuXPp06cPp06don379pQsWRI7Ozv8/f1Nic7Ro0dnaEbMw6T1uzps2DAmTJjAwYMHady4MSVKlCAmJobLly8TFxdH+fLluXHjBkFBQdy8eTNdz7F7GlxdXZk1axaDBw9mzZo1bN26FQ8PD27evMnt27dp2rQpO3fuTPfsn5deeonz58/z/fffM3bsWL744gsKFixIQEAAwcHBWFpa8tFHH1G2bFkA3n33XQYNGsT58+dp1qyZKQl++fJloqOjKVq0KAaDgStXrqS4vqT1WhQtWpTZs2czbNgwtm/fTqNGjShdujTx8fGcP3+ehIQEChcuzJdffpmu5VuT9OjRg99++41du3bRt29fChQoQIECBQgKCjIlxpo2bWpK/idJWk508ODBTyQhLiIiIk+PZkqJiIiIiMhD5cqVi48//piffvqJXr16UaFCBWJiYjh9+jQ3b96kZMmS9O7dm7Vr16Y5c2LWrFlUq1aNhIQE/P39uXLlCgAzZ85k0qRJVKpUCaPRyJkzZ4iJiaFJkybMnz+f7777jsKFCwOYzUJKj/fff59WrVphZ2fHpUuXuHDhQob2L1eunOlN3o4dO2Jllfpn+mxsbJg3bx6ff/45DRo0IDY2llOnThEfH0/t2rX55JNP+OKLL0zPPYLEZdrWrl3La6+9RokSJbhx4waXLl0if/78dO/enbVr15qSWAcOHDCb8fQoHTt2ZMmSJbRq1Yo8efJw4cIFrl27RvHixenfvz8bN26kTJky6W6vfPnyrF+/nrfffpsyZcpw9epV/P39KVmypCl5VL9+/XS39yjVq1dn3bp1vPbaazg5OXHmzBlsbW159913+eyzz9Lc75NPPmHcuHFUqFCBiIgIrly5QqVKlfjmm2/o27dvqvtkZvylpnjx4kybNo0SJUoQHBzMjRs3uHbtGg4ODvz888/069ePMmXKcO/ePc6dO4eDgwNdunTB29ubqVOnAomzqZLPOMwMRYsWZfXq1fzvf/+jSpUq3L592zQjrlWrVvz4448Zmg3zKGn9rnbr1o1FixZRr149HB0dOXfuHHfv3qVKlSqMGzeOVatWmWbQ7Nix44n150moW7cuq1ev5pVXXsHFxYUzZ85gZ2fHkCFDmD17dobbGzVqFN9//z3NmjXDaDRy+vRpLC0tad26NStXrjRL2jRp0oSff/6Z5s2b4+rqysWLF7lx4waenp4MHz6cNWvWmGaC/vO8Pey6Wb9+fTZs2MBbb72Fu7s7ly5d4saNG5QrV87UbkYTg5aWlnz11VeMGTOGatWqERUVxenTp4mMjKR+/frMmDGDuXPnpnn9FRERkezHYHycBdZFRERERERyuLi4OBo1asSdO3fYsGEDpUuXzuou/ecFBATQrFkzALZs2ULx4sWzuEciIiIiIpIRmiklIiIiIiKSiu3bt3Pnzh2qVaumhJSIiIiIiMgToPnPIiIiIiIif7t48SI2NjZcunSJCRMmANCzZ88s7pWIiIiIiEjOoKSUiIiIiIjI3xYtWsTKlStNP9evX59WrVplYY9ERERERERyDiWlRERERERE/lahQgVy586NlZUVzZs354MPPsjqLomIiIiIiOQYBqPRaMzqToiIiIiIiIiIiIiIiEjOZpHVHRAREREREREREREREZGcT0kpERERERERERERERERyXRKSomIiIiIiIiIiIiIiEimU1JKREREREREREREREREMp1VVndARORRjHeXZnUXRNLNkO910/exX5TJwp6IpJ/1O+dM3+uaK9lF8uvtt7Wss7AnIhnT52Cs6XtdcyW7SH7NVdxKdqG4lexKsSvZUfK4fRTNlBIREREREREREREREZFMp6SUiIiIiIiIiIiIiIiIZDolpURERERERERERERERCTTKSklIiIiIiIiIiIiIiIimU5JKREREREREREREREREcl0SkqJiIiIiIiIiIiIiIhIplNSSkRERERERERERERERDKdklIiIiIiIiIiIiIiIiKS6ZSUEhERERERERERERERkUxnldUdEBGRf+fmrft0eGMeX378CrWrlzBt37H3LHO/28WZC4G4OOWmddPyDO3bBPvcuUx1Am/fZ/qX29iz/zxx8QlUrejOO/2bUqlcYbNj7DlwgS/m7+D8pVvky+tAty416fVaXQwGw9MapuQ0DgWx6r6B+HUDMQYcNG02lGyCRe23MeQvC5FBJJzzI2HfFxAb8WBfezcsG7yPoUQDMFhhvHmUhL2fYbz114M6lrmwGvQHBktrs8MaY8KJm1s1c8cmOZaut5KtGAyU7dyX8l0G4FikJJFBt7i8ax1HFkwgNjwUgDzuHtR591PcqtbHGB/HpV+8OfjlaFM5gJWdPbUGT6NE085Y2zlw8+hu9n8+gpArZ80OV+GVIZR/eRD2rkUI9j/N4a/HEfDbpqc6ZMlZdM2V7EhxK9mVYleyI8Vt9qWZUjlEXFwcP/zwAy+++CLVqlWjTp069OrVi/3795vqNG3aFC8vL9NX2bJlqV69Om+88QaHDh0y1ZszZw5NmzZN8+fkfHx88PLyylBfY2Ji+PLLL2ndujUVK1bkueeeo3fv3mZ9/aeAgAC8vLw4cOBAirLhw4fj5eXFtm3bMtSPJOk9LwA7d+7kxRdfpFKlSjRv3pylS5em6KOXlxcnTpxI9Vht2rRJMY5Lly7Rr18/qlWrRr169Zg4cSKRkZEp+vf999+n2ua4cePw8vJizpw5ABw4cAAvLy8CAgIeOm5fX1/atm1LpUqVaNeuHX5+fqnWW7VqFV5eXkydOjXV8uTnLumrSpUqtG3blsWLFz+0D/Lv3QgMofc7PxIaFm22fevO0wz63wpy2+Xii0kvMXpYK/b/7k/PoYuJi0sAIDQsim4DFrHv0EWG9WvC7KldcS/sQvdBizh+8pqprT/+CmDgyOWUKp6POdNepkPLinz61Ta+WbL3qY5VchCHglh1/h6DTR6zzQaPFlh2/BpiI4jfOJT4nVOwKFoHyy6LwWCZWCmXA1YvL8dQ7HkSfvuc+A2DMYYEYNl1GQa3yg/ayueJwdKaOL/hxK3oavqK9+7+NEcqOYiut5LdVO4+gudHzOLK3o1sHdmFP3/8nDJt36D5x6sAyOXgRNu5W7DN68bOCb049NVYSrV4maZTl5u102TSEko268KhLz9g50c9yV2gCG3nbSWXo7OpTsVu71B72HTObVjCtve7EnrtIi0/XY1blXpPc8iSg+iaK9mR4layK8WuZEeK2+xNM6VygOjoaHr27MmNGzcYOnQo1apVIyoqCm9vb3r27Mn06dPp0KEDAL169aJXr14AGI1GgoOD+eyzz+jTpw9+fn4ULlz4YYd6IsaOHcvx48cZNWoUpUuXJjQ0lBUrVtCrVy8WLlxI3bp1091WaGgo27Zto2TJkqxYsYLmzZs/Vp/Sc14OHjzIwIEDGTBgAF988QUHDhxg/PjxuLi40LZtW1Nb1tbWbN68mQoVKpgd4/Tp01y6dMlsW1BQEG+88QZVqlThp59+4tatW7z//vskJCTw0UcfpWizZ8+eZvvHxcWxZcuWDGfn16xZwwcffMCYMWNo0KABGzZs4L333qNgwYJUq1bNrK6Pjw8lS5bE19eX4cOHY2Njk6K9MWPGmJ2De/fusXz5cqZMmUL+/PnNyuTJSEgw4ut3jOlfbsVoTFn+5cKdeJRw5ZvPXyeXdeKb+TWrFqNl1zn4bPiDlztVx3v9H1y7Ecyyr9+ieuViANSr5UFQcATTZm1m+fzE34k53/5KOc+CTB/fGYAGdUoTF5fA/MV76PFKbWxtrFN2QCRVBgzlO2PZ4H0g5XXLss4QuHeB+NW9ISEWgLjrh7B66xcMFbpg/GsVFhVewuBUlLiVr2C8cQQA45W9GOxcsGg0hvhVryY25loOY3wsxvObID7maQ1QciBdbyVbMhio0mMkp1d/w+G5YwG4fmg70SF3aTp1GfnL1aBIrWbYOOVjdfdaRIfcBSD8VgCtZ63HrfLzBB7/jQKV6lC8YQc2DWtPwL7NANz8Yw+v+J6j/EsD+OP7j7G0saVarzH8uexz/vgu8UNMAfs202Hhbqr3GYvfkDZZcw4kW9I1V7Ijxa1kV4pdyY4UtzmDZkrlALNmzeLMmTMsW7aMzp07U6JECcqWLcsHH3zACy+8wOTJkwkPDwcgd+7cuLq64urqSoECBfD09GTChAlERUWxdevWTO9rWFgYa9euZfjw4TRu3Bh3d3fKlSvHhAkTqFSpktnMo/RYv349lpaWDBo0iL179z5ydlBa0nNe5syZQ/PmzRk6dCjFihWja9euvPDCCxw+fNisrbp167JpU8qlSjZu3EjNmjXNtv34449YWVnx+eefU7p0aZ5//nmGDh3K8ePHMSa7statW5c//viDmzdvmu2/f/9+cufOTaFChdI9VqPRyKxZs+jRowevv/46xYoVY+DAgTz//PMcPHjQrO6FCxc4evQoI0aM4P79+2nOpnJ0dDSdP1dXV7y8vBg/fjxFixZl48aN6e6bpN+Z84F8NGMDnVpXZvq4F1KUX/S/Tb1apUz/AQPkz+tAqeKu7PztHAAX/O/g5Ghr+g84Se0aJTj6ZwAh9yOJiYnj4NHLNG9Y1qxOqyblCI+I4fdjV5784CTnci2LZdOJJJzyJX7zyJTleT1IuLzblJACIOIuxnsXsCjZGABDXg+MUcGmhFQS49X9WBSuAX/PvjK4loOgi0pIyb+m661kR7ns83DebykXNq8w2x58+QwAeYqUwr1OS27+sceUkAK4dmArMWH3KVqvNQDudVoQGxHGtQMP/k6ICr7DjSO7KPp8YrKpQIVa2ORxwf/XNWbH8t+xmkI1GmNpY5spY5ScSddcyY4Ut5JdKXYlO1Lc5gxKSmVzsbGxeHt78+KLL6aamHjnnXf45ptvsLVN+49BK6vECXO5cuVKs86TZGFhwZ49e4iLizPbPnv2bD788MMMteXj40OtWrVo1qwZ1tbWrFq16on1M/l5iYyM5PDhw6YZZ0mmTp3KuHHjzLa1adOGy5cvc+rUKbPtfn5+KWYM7dmzhxYtWpjNPuratSs+Pj5ms58qV65M4cKFUyS7Nm7cSJs2bTI0U+rSpUtcu3YtxVgWLlxI//79zbb5+Pjg5OREkyZNqF69OitWmL+x8TAGg4FcuXKZzqM8WYUKOrFl1RBGD2uFrW3KT2Y4O+fmemCI2bbYuHhuBIZw9XoQAC7OdoRHxBByP9Ks3pWAewAE3Ajm6vUgYmPjKVEsn1mdYu55Abh05S4i6Xb/OnGLmpOwaxrERaYsjwzC4FjEfJuFFQbHwhjyFAXAGBkE1vam5JOJ8983k3ncgb+TUgnxWHb+Hqu3j2E14BAWzSYl7iuSAbreSnYUExbCvpnvEnj8N7PtxRt1BCDo4kmcS5Tl/pVzZuXGhARCb/jjVMwTAOcSZQm9dgljQoJZvfsBF3Aq/nedkuUSt/3jGVP3Ay5gYWVFniIeT25gkuPpmivZkeJWsivFrmRHitucQUmpbO7q1asEBwdTvXr1VMvd3NyoXLkylpaWqZYHBgYyceJEcufOTaNGjTKzqwA4ODjQrVs3VqxYQYMGDRg+fDgrVqzgypUruLm54ebmlu62zp07x/Hjx2ndujX29vY0btwYb29vYmNjH73zI/zzvFy+fJmEhAQsLS0ZOnQodevWpVOnTvz0008p9i1SpAiVK1c2SyAdP36c+/fvU6+e+br6ly5dokCBAkybNo3GjRvTokULpk+fTnR09D+bpU2bNmZtxsTEsG3bNtq1a5ehsSUtIRgREUHv3r2pW7cuXbt2Zfv27Wb14uPjWbNmDc2bN8fS0pK2bdty9OhRTp8+/chjREREsGDBAi5cuECnTp0y1D9JH+c8dhQskCfN8i7tqrL119N8s2Qv94LCuX4zhLFT1xEaHkVkZOLvSMdWlTFYGBj2wU+cu3iL+6FRrNv8J6s3HgMgMjLGtDavg735so32uRN/DgtPGasiaYoOgbCbaRYnnPDGokwrLGr2A7u84FgIy+ZTwcYRrHMn1jm9FoxGLNvNgbylwcYRg1dHLMp3AcDwdz1D/rLgXAzjhW3E+/Yh4eA8LDzbY/nCN6S2dKBIWnS9lZzCtUItqvT4H5d3rSPo4gmsHZyICb+fol5seCjW9okxn2adiGR1/v73n/Viw0PNykXSQ9dcyY4Ut5JdKXYlO1Lc5gyawpDNhYQkZn6dnJzSVX/+/Pl89913QOLziGJiYvDw8OCLL7546POkrl+/nuJZQ0ltZNTYsWOpWrUq3t7ebNmyhfXr1wNQv359pk6dmu7ElI+PDzY2NqbnSLVr147Nmzezbds22rTJ2Nr1jzov169fB2DcuHH069ePgQMHcuDAASZMmAAkzm5Krk2bNqxcuZJ3330XSJwl1apVqxTJwbCwML755hvatWvHl19+yfXr15k0aRK3b99mxowZKdpcuHAhgYGBuLm5sXfvXvLmzUv58uUzNNawsDAA3n//fQYPHsyIESPYvHkzgwYN4vvvvzc902vXrl3cvn3blPRq3bo1U6dOZeXKlYwfP96szfHjxzNp0iQgcXnA6OhoypYtyxdffEGTJk0y1D95Mgb3bkx8fAKzv9nBzHm/YG1lQdeO1WnWwIvzl+4AULqkK/Omv8q4T9bT4Y2vAahQthBD+jRmyuebsLW1JiY2/qHHscjg88xEHiZh/2ywsMSi7jAs64/EGB9Dwl+r4OI2DHlLJ1a6d574tf2xbD4J6x6JS4omBP5Jwr5ZWDYZhzEuEjAQv64/xoh7cO88AMZrhzCG38GqzUwSSjTA6L8ri0YpOY2ut5IduFV+npaf+RJ6/RK7JvUBwGCR9ucTjcbEmVEGw0Pq/D176mHtJG9L5EnQNVeyI8WtZFeKXcmOFLfZg5JS2VzevIlTBoODg9NV/9VXX6V79+5A4jJ6zs7OODo6PnK/AgUKsGTJkhTbt2zZwqeffpr+Dv+tffv2tG/fnqioKI4ePcrWrVtZtWoVQ4YMSdcSfHFxcaxdu5ZGjRrh4OAAQOPGjbG3t2fFihUZTko96rxYWydOB+3UqRM9evQAoFy5cly+fJlFixalSEq1bt2a6dOnc/r0aby8vPDz8+OTTz5JcVwrKytKlizJRx99BEDFihWJj4/nnXfeYdSoUeTL92CKaMWKFSlatCibN2+mR48ebNy4McOzpJKPpXfv3nTu3Nk0lpMnT5olpby9vcmXLx916tQBIH/+/NSpU4e1a9cycuRIcufObWpz6NChtGzZkri4OPz8/Fi4cCEvv/xyhl8HeXKsrCwYPqg5g3s35ur1IArkdySPoy1vDFyEU54Hy3nWr+3BL95DuXYjGAD3wi54rz8KJH76JDIq8VMk4RHmz+UJi0j8RIijg54TIU+QMZ6EvZ8mJqecikF4IESHYvnSMoxRD6bfG6/sIe67Jqal+rgfgKH8S4nfR4UARowBB1M2778DSJxFpaSUPCm63sqzrlTzrjQct5CQq+fYNLQd0SGJy5LEhIVgnTvl3wG57PMQcftaYp3wEOzypfzAWC77PMSGhfzdTuIMKevcjsSEBpvVAUz1RJ4EXXMlO1LcSnal2JXsSHGbPWj5vmyuaNGi5M+fnyNHjqRafuHCBXr16sW5c4nrxTs5OVG8eHGKFy9O0aJF05WQgsTkSdJ+yb+SJ03S48CBA0ybNs30s62tLXXr1mXcuHGMHj2aY8eOce/ePW7cuMHFixdN9YxGI4BpptGvv/7KnTt32Lp1K+XLl6d8+fJUq1aN8PBwDhw4YFqiLr0edV4KFiwIgKenp9n20qVLExAQkKK9woULU7VqVTZt2sTRo0eJj4/nueeeS1GvYMGClClTxmxb0s/Xrl1LUT9pCb/o6Gh++eWXFM+oSo+kmWgPG8u9e/f49ddfuXv3LpUqVTKd499++42wsDDT7LYk+fLlo3jx4nh4eDB48GB69+7NRx99xMaNGzPcP3kyDhzxZ/f+89jYWFG6pCt5HG2Ji0vg7MVbVPBKfP7c9Zsh/LzuKLFxCbgXdsG9sAsAJ87cxCmPHUUKOVOsSF4sLQ2mdXWTJP1cqkT+pzswydEM7rUwFK8P8TGJM5yiQ8FgiSG/J8ZbJxIrORbCUOElsLCG+wGJX4ChQPnE503dDwD7AhgqvgyO/3jWomXiTaMx0jyeRf4NXW/lWVbp9XdpMvlHbv21n/X9mhB598ESqiGXz5LH3fx5TwYLCxwKlyDY/7SpjmOhEvCPT4LmcfdIVufM39tKm9cp6kF8TDT3r11E5EnRNVeyI8WtZFeKXcmOFLfZg5JS2ZyFhQUvvfQSPj4+3LhxI0X5t99+y59//kmRIkVS2fvpCwsLY9GiRRw7dixFmaOjI7a2tjg4ODBt2jQ+/vhjU9n9+4mfwEyaGebt7Y2Liwu+vr5mX3PnzsVoNKZrtlVGuLm5UaxYsRT9Pnv2LMWKFUt1n9atW7N582b8/Pxo3bo1FqksbfLcc89x/PhxU9ItqU1LS0vc3d1T1G/Tpg1HjhzB29ubokWL4uGR8QdHV6hQAXt7+4eOZe3atcTGxvLVV1+lOMd58+ZlxYoVDz3GwIEDqVq1KuPHj+fWrVsZ7qP8e5t3nGLcJ+uJjXsw3dh7/VHuh0bRrKEXAHeDwhk7bR0Hfn+QxL19N4wNW/+iaX1PDAYDNjZW1KxSnC2/njKL0y07TuHoYEPl8s/GtUVyBkPp1lg2mwIWDyZyGyq8hMHWCeOFbYk/2+XDqsU0DEVrP9gxd34svNpjvPj3s/EsLLFqPgWLSq+atW/h1Q5jQhzGa4czfSzy36HrrTyrynbuS+1h07m47Sc2DW1H7D+e+XTtwFYKVW+IrfODP6iL1G5BLntHAvZvM9XJ5ZAH9zotTXVsnfNTsFoDAg5sBSDw+D5iI8Io2exFs/ZLNO7MjSO7SIg1/3SpyL+ha65kR4pbya4Uu5IdKW6zByWlcoABAwZQokQJunXrhq+vL1euXOH48eOMHj0aX19fJk2aZLbUWlZq0qQJtWrVYuDAgSxfvpxLly5x/vx5Vq9ezfTp0+nbty+5cuXi+eefZ9++ffz666/4+/szf/58ihUrRsmSJblz5w67du3i5ZdfpmzZsnh6epq+mjVrRq1atfDx8SEm5sn+ATx48GBWrlzJ0qVLuXr1KitWrMDb25vevXunWr9NmzZcunQJHx+fNJfZ6927N1evXmX8+PFcunSJ3bt388knn9CpUydTAi65cuXKUbx4cWbOnPnIpfsOHTrErl27zL4uX76Mra0tffr04auvvmL9+vVcuXKFefPmsXfvXnr27AkkJv2qVatG8+bNzc5v2bJl6datGydOnODPP/9M89iWlpZMmTKFyMhI07Om5Ol69YUa3LkXzujJa9h3+CLfL9/H5M/8aNusArWqlQCgYtlCVK9clAmfbmTzjlP8susMvYYuwcrSgiF9GpvaGvhWA46fvMY7Y39m175zzFqwg4XLfqN/j/rY2VpnzQAlR0r4cznkzo9ly08wFK2LRbWeWDYZR8KZ9RivJS7HZ7z1FwnXDmPZdCKG0q0wlGqG1Ys/QEI88ftnJTYUeoOEEz9jUaMPFrUGJbZVezAW9UaScOxHCPbPukFKjqPrrTyL7PK5UefdTwm9fomTP80jX9nquFasbfqydc7PKe/5xEVH0ubLTRRv3AmvTr1oPHExV/f6cevPfQDcPLqH64d/pfHExXh16kXxxp1o89VmYkKDOeU9H4D46Ej+XPoZld8YTo3+H+FetxVNpy0nf7nqHP12claeBsmBdM2V7EhxK9mVYleyI8Vt9qBnSuUAdnZ2/Pjjj3z33Xd88803XL9+HVtbW8qXL8+SJUuoWbNmVnfRxMLCggULFrBw4UKWLVvG9OnTSUhIwMPDg2HDhvHSS4nPBOnatSsBAQGMGzeOkJAQKleuzLx58zAYDKxduxaj0chrr72W6jF69uzJwIED8fPzo1OnTk+s70ltzZ8/n2nTplGkSBHGjx/PCy+8kGp9Nzc3qlevzs2bN6latWqqdUqVKsXixYuZPn06nTp1wtHRkY4dO/Luu++m2Y82bdowb968Ry7dN2rUqBTbBg8ezJAhQxg0aBB2dnZ8/vnnBAYG4uHhwZw5c6hduzZ//fUXZ8+eTfNZYd26deObb75hxYoVVKpUKc3jly5dmgEDBjBnzhy2bt1KixYtHtpfebI8PQrw9YxX+ezr7QwcuYL8+Rzo/2YD+r9Z31THYDAwe2pXps3awvjp6zEaoXb1Esye1pTCBZ1M9erULMnsqS8z59tfeXvUKtxcHRn5dgt6daubFUOTnOzuOeLX9sOi3nAsO86HiDskHJxHwqGvzarFbxiMZcMPsGw2ETBgDDhA/Pq3IfTBjOH47eOxCLmKRdlOUGsQhN0kYf8sEg5/85QHJTmdrrfyLCr6fBusbHPjWLgkHb75NUX5zgm9ObdhMRsHtqDOezNpMnExseGhXPrFm4Oz/2dWd9v7XanzzqfUGvIxBgsLAo/9xvbRr5k9P+rIt5NJiI+j7At9qPT6ewRfOsWW4Z0JPP5bJo9U/mt0zZXsSHEr2ZViV7IjxW32YDAmn38mIvIMMt5dmtVdEEk3Q77XTd/HflHmITVFnh3W75wzfa9rrmQXya+339bSJxUl++hzMNb0va65kl0kv+YqbiW7UNxKdqXYlewoedw+ipbvExERERERERERERERkUyn5fvkialZsybx8fFplufLl49t27Y9tf4MGDCAAwcOPLSOj48PJUuWfEo9EhERERERERERERH571JSSp4YHx8fHrYapKWl5VPsDUyYMIGoqKiH1ilcuPBT6o2IiIiIiIiIiIiIyH+bklLyxBQrViyru2DGzc0tq7sgIiIiIiIiIiIiIiJ/0zOlREREREREREREREREJNMpKSUiIiIiIiIiIiIiIiKZTkkpERERERERERERERERyXRKSomIiIiIiIiIiIiIiEimU1JKREREREREREREREREMp2SUiIiIiIiIiIiIiIiIpLplJQSERERERERERERERGRTKeklIiIiIiIiIiIiIiIiGQ6g9FoNGZ1J0RERERERERERERERCRn00wpERERERERERERERERyXRKSomIiIiIiIiIiIiIiEims8rqDoiIPIrx8oys7oJIuhmKjzR9r9iV7CJ53N6+HZqFPcl5rKwscHGxJygonLi4hKzuTo7i6upo+l5x++QpdjNP8tjVvYJkF7rHlexIcSvZlWJXsqPkcfsomiklIiIiIiIiIiIiIiIimU5JKREREREREREREREREcl0SkqJiIiIiIiIiIiIiIhIplNSSkRERERERERERERERDKdklIiIiIiIiIiIiIiIiKS6ZSUEhERERERERERERERkUynpJSIiIiIiIiIiIiIiIhkOiWlREREREREREREREREJNMpKSUiIiIiIiIiIiIiIiKZTkkpERERERERERERERERyXRKSgHdu3fHy8srza979+6Z6kyePDnVNhYsWICXlxejRo0CICAgIEU75cuXp27durzzzjtcv37dtK+Xlxc+Pj6P3f+kYw0ZMiTV8qZNmzJnzhzTzzExMXz55Ze0bt2aihUr8txzz9G7d2/279+f6v7+/v54eXnxwgsvPFb/fHx8UpyLihUr0rRpUz755BOio6NT7BMdHU3Hjh1TnJeMvg7JJSQk0KdPH7NzATBq1Ci8vLwYMGBAqm1u2LABLy8vunfvbtqWkdfs999/p1y5cim2nzt3jn79+lG7dm3q1q3L0KFDzeIiPX777Te6du1KlSpVaNiwIZ9++ikxMTGm8n8TtydOnEh1nzZt2uDl5cWBAwdSlA0fPhwvLy+2bduWoXHIv3PzdjjPdV7MgWPm8bNj/xW6DllD5Xbf06jbMqbN2094ZKxZncA74QyftoPaXZZQ44Uf6D3ajz/P3s7wsUQySnErIiIiD6N7BcmOFLeSXSl2JTtS3GZfSkr9rU2bNuzZsyfVLxcXFwCsra3ZsmULRqMxxf4bN27EYDCk2D5nzhxTOzt27GDOnDmcOnWK/v37p9rOv7FlyxY2bNjwyHpjx45l/fr1jBo1ik2bNrF48WLc3d3p1asX+/btS1Hfx8eHkiVLcurUKY4dO/bY/Ut+Trds2cLw4cNZtmwZn3zyiVm90NBQBg0axJkzZ1Jt53Feh5iYGMaMGcPu3bvTbHPv3r2EhYWlu830+P333xk0aBAJCQlm24OCgujZsye2trYsWbKEb775hnv37tGnT59Uk3SpOXPmDP379+f5559n3bp1TJs2DV9fXz799NMUY8vo+bK2tmbz5s0ptp8+fZpLly6l2p/Q0FC2bdtGyZIlWbFiRbrGIP/ejVth9B7tR2h4jNn2rXv8GTR+C7ltrfhibFNGD6jL/mPX6fm/jcTFJ8ZjaHgM3d5dx74j1xj2Zg1mf9gM94KOdB++nuOnb6X7WCIZpbgVERGRh9G9gmRHilvJrhS7kh0pbrM3q6zuwLPC1tYWV1fXh9apXbs2v/32G0eOHKFGjRqm7ZcuXcLf358KFSqk2MfJycmsXTc3NwYPHsyIESM4c+YMZcuWfWJjKFq0KBMnTqR27drkz58/1TphYWGsXbuWOXPm0LhxY9P2CRMmcPr0aZYuXUrdunVN2+Pj4/H19eWNN97A19eXFStWUKVKlcfq3z/Pb+HChdm/fz/r1q1j3LhxAGzfvp1JkyaZEoGpyejrcOTIEcaNG0dUVBR58uRJtc2KFSty4cIFtm/fTseOHU3bw8LC2L17t9lx0iMuLo4ZM2awdOlSPD09CQ4ONivftm0bERERTJ8+HVtbWwBmzJhB48aNOXLkiNlrkJYbN27QuXNn3n33XQCKFStG27Zt2bt3r1m9x4nbunXrsmnTJt577z2z7Rs3bqRmzZocOnQoxT7r16/H0tKSQYMG8f777xMQEIC7u/sjxyGPJyHBiO+2c0xfcIDU8ttf/ngEj2LOfDO1NbmsLQGoWcmNlm+uwmfzWV5uWxbvTWe4FhjGss/bU71CQQDq1XAnKCSKaV/vZ/kXHdN1LJH0UtyKiIjIw+heQbIjxa1kV4pdyY4UtzmDZkplgKurKzVr1mTTpk1m2zdu3Ejjxo3JnTt3utqxtEz8hbC2tn6i/RsxYgSWlpZ89NFHD61nYWHBnj17iIuLM9s+e/ZsPvzwQ7Nte/bsITAwkHr16tGyZUv8/Py4f//+E+uzpaUluXLlMv28bds2Xn311YfOtMno67Bz504aNGiAr68vjo6OqbZpbW1Ns2bNUrS5bds2vLy8KFq0aIbGFRERwaFDh/j222954403UpTXrVuXuXPnmhJSkPi6AOk+v40bN2bixIkAGI1Gjh8/zrZt26hXr55ZvceJ2zZt2nD58mVOnTpltt3Pz4+2bdum2h8fHx9q1apFs2bNsLa2ZtWqVekahzyeM5fu8dGsvXRqXobp7zdOUX7xSjD1arib/gMGyO+Sm1LFnNl54CoAF64E4+RoY/oPOEntqoU5evIWIaHR6TqWSHopbkVERORhdK8g2ZHiVrIrxa5kR4rbnEFJqQxq06ZNiqXQ/Pz8aNeu3SP3TUhI4NSpU8ybN4+yZctSsmTJJ9o3FxcXJkyYwNatW1m3bl2qdRwcHOjWrRsrVqygQYMGDB8+nBUrVnDlyhXc3Nxwc3Mzq+/t7U2xYsWoUKECbdu2JTIyEl9f33/d15iYGH799VfWrFlDmzZtTNunTp1K//79zRJVqcnI6/Duu+/y/vvv4+Dg8Mg29+zZY7aE38aNG9P12v5Tnjx58PHxoU6dOqmWu7u7pyhbsGABtra2PPfccxk6Vnx8PFWrVqVr1644OTkxePDgFHUyGrdFihShcuXKZoms48ePc//+/RRJL0h8Ptbx48dp3bo19vb2NG7cGG9vb2JjY1PUlSejkKs9Wxa9zOgBdbC1sUxR7pzHluu3zJejjI1L4MatMK7eTEx8ujjZEh4RY/rPNsmV64nlATdD03UskfRS3IqIiMjD6F5BsiPFrWRXil3JjhS3OYOSUn9bt24d1apVS/E1cuRIs3qtWrXi9u3bHD16FICzZ89y48YNGjVqlGq7ffv2NbVVqVIlunTpgouLC7NnzzbNjHmSWrRoQfv27Zk8eTK3b6f+cLaxY8cyc+ZMypYty5YtWxg/fjwtWrSgd+/eBAYGmuoFBQWxfft208wYT09PPD09Wbly5WP1Lfl5rVy5MsOGDaN169YplohLj4y+Dunx/PPPY2dnx44dOwAICQlh3759ZkmzzLJkyRJ+/PFHRowYQd68eTO0b0JCAj/++CMLFiwgIiKCvn37pnh+1OOcrzZt2pglpfz8/GjVqpVppl9yPj4+2NjY0Lx5cwDatWvHnTt32LZtW4bGIunnnMeWgq72aZZ3aeXJ1j3+fLPyGPeCI7l+K4yxn+0iNDyWyKjEWZIdm5XGYGFg2KRfOOcfxP2waNb9cp7VW84CmOo96lgi6aW4FRERkYfRvYJkR4pbya4Uu5IdKW5zBj1T6m9NmzZlxIgRKbb/c2mzfPny8dxzz7F582aqV6/Oxo0badGiRZozeyZPnmx6BpOVlRX58uUzW7ItM4wdO5b27dszfvx45s6dm2qd9u3b0759e6Kiojh69Chbt25l1apVDBkyxLTs2rp164iNjTVbrq1du3Z8/vnnHD58mJo1a2aoX0kzrAwGAzY2NuTPnz/VBEd6ZPR1SI+kJfw2b95Mhw4d2LJlC1WrVk0xe+xJMhqNzJo1i3nz5jFw4EC6d++e4Tasra2pVKkSkDhD69VXX+Xw4cNmM64e53y1bt2a6dOnc/r0aby8vPDz8+OTTz5JUS8uLo61a9fSqFEj02y0xo0bY29vz4oVK55KUk9SGtyjOvEJCcz+4XdmLjyEtZUFXdt40ez5Ypy/HAxA6eIuzJvQknGz9tChnzcAFcrkZ0iPGkyZuw9bG/0XIU+X4vbZYGWlzyw9SZaWFmb/SuZQ3D55il15FuleQbIjxa1kV4pdyY4Ut9mDzvDf7O3tKV68eLrqtm3blnnz5jFq1Cj8/Pz44IMP0qzr5uaW7naflKRl/N5++23WrFljVnbgwAG2b9/O6NGjAbC1taVu3brUrVsXDw8PJk6cyL1798ibNy8+Pj4AdO7c2bR/0gyc5cuXZzgp9aTPQ0Zeh4y0OWjQIMLDwx/6/KQnITY2ltGjR7N+/XpGjx7NW2+9laH9T548yf37982WAfTy8gIwm/GWJKPnq3DhwlStWpVNmzYRERFBfHw8zz33HNevXzer9+uvv3Lnzh22bt1K+fLlTdvj4+M5cOAAly5deuJLVcqjWVlaMLx3LQZ3r87VG6EUyJebPA42vPHeepwcbUz16td055fFr3DtZuLUZvdCjnhvOgOAc7J6Ik+D4vbZ4OKiT4Jlhjx57LK6Czma4jbzKHblWaJ7BcmOFLeSXSl2JTtS3GYPSko9hhYtWjBx4kRWrlxJSEgIzz//fFZ3KYXmzZvToUMHpkyZYrY9LCyMRYsW0bZtW9MMriSOjo7Y2tri4ODAyZMnOXXqFAMGDEjx3KHp06ezZcsWgoKCcHFxyfSxpCUzXoc6deqQO3dufH19OXz4MJ9++ukT6Gnq/ve//7F161Zmzpz5WM+tWrduHX5+fmzbtg0rq8Rf5WPHjgFQunTpFPUf53y1bt2alStXEh4eTuvWrVNdctLb2xsXFxcWLVpkVn716lUGDRrEqlWreP/99zM8Pvl3Dhy7TkxsAg1qulO6eOLvaVx8Amf979G5hScA12+F8dvv1+jYvDTuhRxN+544fxcnRxuKFHz4c9hEnjTF7bMhKCg8q7uQo1haWpAnjx3370cSH5+Q1d3JUZInohS3T55iN/Moifr4dK8g2ZHiVrIrxa5kR4rb7EFJqb9FRUWl+QwmJycns5/z5s1L7dq1mTFjBu3atTMlBP6Ns2fPsmvXLrNtzs7OVK5c+bHbTFrGL/m4mjRpQq1atRg4cCBDhgyhTp06xMfH8+effzJz5kz69u1Lrly58PHxwc7Ojl69eqUYf9++fdm9ezc+Pj707t37sfv3b2XG62BlZUWLFi347LPPeO655x76fKd/85r5+PiwceNG/ve//1GrVi2z1ygpOfgor732GitWrGDcuHH07duXgIAAxo8fT6tWrShbtmyK+o9zvtq0acPHH3/MrVu3WLhwYYryO3fusGvXLnr37p3imJ6entSqVQsfHx/efffdf7W0omTc5t3+7Nh3mS0/vIL130saeW86y/2wGJrVS5y1eDc4krGf78bN1Z4GNd0BuH0vgg07LtC0bjEMBkOW9V/+mxS3z4a4OL35nBni4xN0bjORzm3mUezKs0T3CpIdKW4lu1LsSnakuM0elJT6m5+fH35+fqmWzZo1K8W2Nm3asHfv3sea4ZKa77//nu+//95sW61atViyZMljt+ns7MyECRMYNGiQaZuFhQULFixg4cKFLFu2jOnTp5OQkICHhwfDhg3jpZdeIiYmhnXr1tGhQ4cUCSmA2rVrU6FCBVatWkWvXr2y9Bf1Sb8OkLjM3apVqx7Z5r95zdavXw8kzjqbPn26Wdm0adN48cUXH9lGsWLF+OGHH5gxYwYvvvgi9vb2dOjQgXfffTfNfTJ6vtzc3KhevTo3b96katWqKcrXrl2L0WjktddeS3X/nj17MnDgQPz8/OjUqVO6jilPxqvtyvKT32lGz9hJl9aenL5wj8++O0TbRqWoVbkQABXL5Kd6BTcmzN7LyL61sLK04IvvD2NlaWBIjxpZPAL5L1LcioiIyMPoXkGyI8WtZFeKXcmOFLfZg8GY9JAgEZFnlPHyjKzuwjPtwLHrvDlyIz/MaEvtKoVN2/f+HsBn3x3mwpUg8rvk5oUWZej/WlXTJ0UA7gRFMO3rA+z9PQCjEWpXKcS7vZ6jpHvKhPTDjiUPGIqPNH2v2E2b4vbZkjxub98OzcKe5DxWVha4uNgTFBSu2SZPmKvrg6U2FLdPnmI38ySPXd0rpE33Cs8W3eOmj+L22aK4TT/F7rNFsZs+ittnS/K4fWRdJaVE5Fmn/4AlO9HNo2RHSkplHr2xn3mUlMpcit3Mo6SUZEe6x5XsSHEr2ZViV7KjjCSltHzfM65mzZrEx8enWZ4vXz62bdv2FHv0wNGjR+nVq9dD67Rq1YqPP/74KfUoZwgMDKR169YPrVOpUiUWL178lHokIiIiIiIiIiIiIvLvKSn1jPPx8eFhk9ksLS2fYm/MlS9fHl9f34fWsbe3fzqdyUHy58//yPNqY2PzdDojIiIiIiIiIiIiIvKEKCn1jCtWrFhWdyFNNjY2FC9ePKu7keNYWlrqvIqIiIiIiIiIiIhIjmPx6CoiIiIiIiIiIiIiIiIi/46SUiIiIiIiIiIiIiIiIpLplJQSERERERERERERERGRTKeklIiIiIiIiIiIiIiIiGQ6JaVEREREREREREREREQk0ykpJSIiIiIiIiIiIiIiIplOSSkRERERERERERERERHJdEpKiYiIiIiIiIiIiIiISKZTUkpEREREREREREREREQyncFoNBqzuhMiIiIiIiIiIiIiIiKSs2mmlIiIiIiIiIiIiIiIiGQ6JaVEREREREREREREREQk01lldQdERB7l9u3QrO5CjmJlZYGLiz1BQeHExSVkdXdyHFdXR9P3it0nS7GbeZLHrfHyjCzsiUj6GYqPNH0fMrpQFvZEJGOcpt0wfa97hSdL9wqZR/e4mUdxm3kUt5lLsZt5FLuZR3GbeZLH7aNoppSIiIiIiIiIiIiIiIhkOiWlREREREREREREREREJNMpKSUiIiIiIiIiIiIiIiKZTkkpERERERERERERERERyXRKSomIiIiIiIiIiIiIiEimU1JKREREREREREREREREMp2SUiIiIiIiIiIiIiIiIpLplJQSERERERERERERERGRTKeklIiIiIiIiIiIiIiIiGQ6q6zugIiIiIhIdnDzdjgd+nnz5UfNqV2lsGn7jv1XmLv0KGcu3sPFyYbWDUox9K0a2NtZm+oE3gln+jcH2XM4gLj4BKqWK8A7PWtSydM1Q8cSeRyGPIVwfGcH4Ut6En9pn2m7Vdnm2DR9D8uC5TBG3CP2z/VEbf0EYiKS7VsQ2zYfYuXZBIOFFXFXfid6y8fEXztmdgzLotWxbTUGy6LVMEaHE3duB1EbJ2IMv/vUxikiIiIiIs8+zZT6D+vevTteXl5pft27d89UZ/Lkyam2sWDBAry8vBg1ahQAAQEBKdopX748devW5Z133uH69eumfb28vPDx8Xns/icda8iQIamWN23alDlz5ph+jomJ4csvv6R169ZUrFiR5557jt69e7N///5U9/f398fLy4sXXnjhsfrn4+OT4lxUrFiRpk2b8sknnxAdHZ1in+joaDp27JjqeUlISGDVqlW8+uqr1KxZk5o1a/Lqq6/y888/YzQa0+zH/Pnz6d69e6plf/75J++99x4NGjSgcuXKtGzZko8//pjbt2+b1ZszZw5NmzZN99jXrl2Ll5cXAQEB6d5HRETkWXbjVhi9R/sRGh5jtn3rHn8Gjd9CblsrvhjblNED6rL/2HV6/m8jcfEJAISGx9Dt3XXsO3KNYW/WYPaHzXAv6Ej34es5fvpWuo8l8jgMToWx77UCg52T2Xar8m3I3f0HiAknYnl/ItePw8qjHvZ9fgILy8RKNo449F+DVemGRG/9hIilfUgIuoJ9v9VYulc1tWVRuDL2fX/GGBNOxI+9iNo0GavSjcjd/funOFIREREREckONFPqP65NmzZ88MEHqZa5uLgAYG1tzZYtW/jggw8wGAxmdTZu3JhiGyQmMapVqwYkJlOuXr3KBx98QP/+/Vm7dm2q+zyuLVu2sGHDBtq1a/fQemPHjuX48eOMGjWK0qVLExoayooVK+jVqxcLFy6kbt26ZvV9fHwoWbIkp06d4tixY1SpUuWx+rdnzx7T97GxsRw9epQxY8YQHR3NuHHjTGWhoaG88847nDlzJkUbcXFxvP322xw/fpwhQ4bw/PPPEx8fz+7du/n444/Zvn07c+bMwdLS0my/pUuX8sUXX1CzZs0Ubfr6+jJ27FhefPFFvvrqK/Lmzcu5c+eYO3cu69evZ+HChXh5eWV4vNeuXWPixIkZ3k9ERORZlJBgxHfbOaYvOEBqnwH58scjeBRz5puprcllnfj/cM1KbrR8cxU+m8/yctuyeG86w7XAMJZ93p7qFQoCUK+GO0EhUUz7ej/Lv+iYrmOJZIjBgHW1rti2HQ+p3HrbNh9Owu1zhH/fDeJjAQj3P4DjiP1Y13iV2ENLyVXzNSzyFiPs647EXz4EQNz5XVjkzottuwmEz+8EgF2bscRf/4uIJW+RFLzG6DDs2k/E4FIUY9DVpzJkERERERF59mmm1H+cra0trq6uqX4lJY5q167N7du3OXLkiNm+ly5dwt/fnwoVKqRo18nJydSOm5sbNWvWZPDgwZw9ezbVpMu/UbRoUSZOnMidO3fSrBMWFsbatWsZPnw4jRs3xt3dnXLlyjFhwgQqVarE0qVLzerHx8fj6+vLiy++iIeHBytWrHjs/iU/p4ULF6Zdu3Z07NiRdevWmeps376djh07EhQUlGobCxcu5ODBgyxdupRu3bpRokQJPDw8eOutt1i8eDG7du1i4cKFpvqBgYEMGDCATz/9lBIlSqRo7+rVq4wfP57BgwczceJEKleujLu7O02aNGHp0qUULVqU4cOHEx8fn6GxJiQkMHLkyFRjQkREJDs6c+keH83aS6fmZZj+fuMU5RevBFOvhrspIQWQ3yU3pYo5s/NA4hvxF64E4+RoY0pIJaldtTBHT94iJDQ6XccSyQiLguWxe+ETYo/+ROSqlCsLWLiWIe7cr6aEFIAx7A7xt89h7dUcAMsCZUiICDIlpJLEXdyLVYlaYOuEIbcLlqWeJ2b/DyTPpsad2EjoJzWVkBIRERERETNKSskjubq6UrNmTTZt2mS2fePGjTRu3JjcuXOnq52kWTzW1taPqJkxI0aMwNLSko8++uih9SwsLNizZw9xcXFm22fPns2HH35otm3Pnj0EBgZSr149WrZsiZ+fH/fv339ifba0tCRXrlymn7dt28arr76aavIrISGBH3/8kZdeeolSpUqlKC9fvjydOnViyZIlJCQkLhN04sQJrK2tWbt2baozvFauXImdnR29e/dOUZYrVy6GDx/OuXPn2Lt3b4bG9fXXXxMbG0v//v0ztJ+IiMizqpCrPVsWvczoAXWwtbFMUe6cx5brt8LMtsXGJXDjVhhXbybeO7g42RIeEWNKPiW5cj2xPOBmaLqOJZIRxuBrhH76PFEbPsIYE5myPOIeFs7u5hstrLBwKoJF3mIAJITfw2DjALbmS/9Z5CuR+G/eYlgULIfBwhJj+F3sXvmKPB+dI89H57HrOhts82TK2EREREREJPtSUkrSpU2bNmzZssXs2UV+fn6PXDIPEpMqp06dYt68eZQtW5aSJUs+0b65uLgwYcIEtm7dajb7KDkHBwe6devGihUraNCgAcOHD2fFihVcuXIFNzc33NzczOp7e3tTrFgxKlSoQNu2bYmMjMTX1/df9zUmJoZff/2VNWvW0KZNG9P2qVOn0r9/f7NEVZIrV65w69YtatSokWa7devW5datW6ZnOCU9T6to0aKp1j98+DBVqlRJM0FYvXp1bGxsUsyOe5jjx4/z3XffMWPGjBTLCIqIiGRXznlsKehqn2Z5l1aebN3jzzcrj3EvOJLrt8IY+9kuQsNjiYxK/CBMx2alMVgYGDbpF875B3E/LJp1v5xn9ZazAKZ6jzqWSEYYI4Mx3r+RZnnM4RVYV2xHroZvY7DPh8GpCHZdPsNg6wi5Ej90FvuHNxgTsH/9GywKeIJtHqyrvkiuGq8AYMiVGwv7fADYdfkMYiMJX9KTqI0TsS7XAvs3l2T+QEVEREREJFvRM6X+49atW8fmzZtTbG/evDkzZsww/dyqVSsmT57M0aNHqV69OmfPnuXGjRs0atSIxYsXp9i/b9++psRETEwMRqORmjVrMmnSJCwsnnwutEWLFrRv357JkydTp04dXF1dU9QZO3YsVatWxdvbmy1btrB+/XoA6tevz9SpU02JqaCgILZv326aReTp6YmnpycrV66kR48eGe5b0rO1ACIjI7GxsaFt27a899576do/aUm/PHnS/qRp0vO/7t69S7FixdLVpru7e5rlFhYWODk5ce/evXT1MSIighEjRjBixAhKlChBYGBguvZLLysr5c+fJEtLC7N/JfModp8sxa48iwb3qE58QgKzf/idmQsPYW1lQdc2XjR7vhjnLwcDULq4C/MmtGTcrD106OcNQIUy+RnSowZT5u7D1ka35PL0Rf/yKVhYYtvif9i1GYsxLoaYQ0uJPbUZywKeACTcOkvE4jex6zwDx3d3AhAXcIyorTOw6zglcQaWZeKHquKvHSfSZ0Ti9xf2YIwKIfdrX2NVphFx53ZmzSCzAd0rPFm6V3g6FLdPluL26VDcPnmK3adDsftkKW6fDfoL+D+uadOmjBgxIsX2fy7Jly9fPp577jk2b95M9erV2bhxIy1atEh1Zg/A5MmTTcvGWVlZkS9fPmxtbZ/8AJIZO3Ys7du3Z/z48cydOzfVOu3bt6d9+/ZERUVx9OhRtm7dyqpVqxgyZAirVq0CEhN1sbGxtG3b1rRfu3bt+Pzzzzl8+DA1a9bMUL+SZlgZDAZsbGzInz9/hmYS5c2bF4Dg4OA064SEhAAPT1z9s82kfVJjNBoJDQ3F0dExXe1NnjyZkiVL8uqrr6arfka5uOhT45khTx67rO5CjqfYzRyKXXmWWFlaMLx3LQZ3r87VG6EUyJebPA42vPHeepwcbUz16td055fFr3DtZuJSf+6FHPHelPicTedk9USemoR4ojdPJfqXmVjkLU7C/ZsQdR/7fqsxRgSbqsWd20no9FoYXBJn4BuDrmJdI/GezxgZhDE6MaZjT28zaz727A4ALApVBCWl0qR7hcyhe4XMpbjNHIrbzKW4zTyK3cyl2M0cituspaTUf5y9vT3FixdPV922bdsyb948Ro0ahZ+fHx988EGadd3c3NLd7pOStIzf22+/zZo1a8zKDhw4wPbt2xk9ejQAtra21K1bl7p16+Lh4cHEiRO5d+8eefPmxcfHB4DOnTub9k9atnD58uUZTkr92/NQtGhR3NzcOHTokFmiLLkDBw6QJ08eSpQoka42a9asyapVq4iJiUk1sXj8+HEiIyNTfR5Vary9vcmVK5dpVlh8fDyQmAQcMGAAAwYMSFc7aQkKCv9X+4s5S0sL8uSx4/79SOLjE7K6OzlO8htGxe6TpdjNPPpD5/EdOHadmNgEGtR0p3TxxJnLcfEJnPW/R+cWibNNrt8K47ffr9GxeWncCz34wMeJ83dxcrShSEGHLOm7/LdZlqyLwcqGuHO/knArcSlJLCyxLFiWmN8TP6xlcCqCVZmGxB79GWPQ1Qf7FqlEQsQ9jEFXSbBO/IPeYGV+T2mw/HuZ6LiozB9MNqZ7hSdL9wqZR/e4mUdxm3kUt5lLsZt5FLuZR3GbeTLyvoKSUpJuLVq0YOLEiaxcuZKQkBCef/75rO5SCs2bN6dDhw5MmTLFbHtYWBiLFi2ibdu2KRItjo6O2Nra4uDgwMmTJzl16hQDBgxI8bys6dOns2XLFoKCgkzL5T0NFhYWdO/ena+++opu3bpRpkwZALp3706JEiVo3749vr6+vPXWW+megfXyyy+zZMkSvv76a4YOHQrAsmXLWLt2LcOGDWPevHkUKVKExo0bp6u9LVu2mP187NgxRo4cyYIFC/D09Ez/YNMQF6f/JDJDfHyCzm0m0/nNHIpdeZZs3u3Pjn2X2fLDK1j/vbSG96az3A+LoVm9xA+m3A2OZOznu3FztadBzcTlc2/fi2DDjgs0rVsMg8GQZf2X/y7rSu2xLteK0Bl1ICHxuWbWNV7DYOdM7MlNAFg45Cd3l88ID7lB3LlfATA4uGJd5QXiTibe/yXcOkvCvStYV+5EzL7vTO1blWsJQNylA09xVNmP/j/LHLpXyFw6t5lDcZu5dG4zj2I3c+ncZg7FbdZSUuo/Lioqitu3b6da5uTkZPZz3rx5qV27NjNmzKBdu3ZYWf378Dl79iy7du0y2+bs7EzlypUfu82kZfySj6tJkybUqlWLgQMHMmTIEOrUqUN8fDx//vknM2fOpG/fvuTKlQsfHx/s7Ozo1atXivH37duX3bt34+PjY3re1NPSu3dvjh8/zhtvvMHQoUOpV68effr04YMPPmDVqlUULVqUt99+O93tFS1alKlTp/L+++9z69YtXn75ZWrVqsWePXt46623APj+++/NZlFFRUWleK0AKleunGI22M2bNwEoXLgwzs7OGR+wiIhINvFqu7L85Hea0TN20qW1J6cv3OOz7w7RtlEpalUuBEDFMvmpXsGNCbP3MrJvLawsLfji+8NYWRoY0qNGFo9A/qtiDiwm13OvY9d1FjGHl2NZqAK2rcYQc8yX+Ev7AIi/dow4/4PYvfAxkRsnQUIcti1HQXw8Uds+NbUV6TeR3K8twO61r4k5uBRLN09sW44i9s/1JNz4K6uGKCIiIiIizyAlpf7j/Pz88PPzS7Vs1qxZKba1adOGvXv3pphF9Li+//57vv/+e7NttWrVYsmSJY/dprOzMxMmTGDQoEGmbRYWFixYsICFCxeybNkypk+fTkJCAh4eHgwbNoyXXnqJmJgY1q1bR4cOHVIkpABq165NhQoVWLVqFb169Xqqn2q2sLBg9uzZ+Pj48NNPP/HZZ59hNBopWbIkXbp0Yc2aNfTu3ZuPPvoIDw+PdLXZtm1bSpYsybfffsvbb79NcHAwrq6uvPLKK9y+fZuRI0fy3nvv0aVLFwDu3r1L3759U7SzePFiateu/UTHKyIikl14lszL1xNb8tl3hxk4bgv5XXLT/7Wq9H+tqqmOwWBg9rhmTPv6AONn7cFohNpVCjF7fHMKF9DSfZI1EgLPEPFDD2xajcG+x2KMYbeI/nUW0Ttmm9WLWNob23YTsOs8HQwQf+E3opb2xhhyzVQn7q8NRCx5E5um72H/5mKMkcHEHFhM1JZPnvawRERERETkGWcwJj0sR0SyrYiICH7++WdatGhBoUKFnkib+/bt4/79+7Rq1eqJtPdv3L4dmtVdyFGsrCxwcbEnKChcU5Uzgavrg+fFKHafLMVu5kket8bLM7KwJyLpZyg+0vR9yOgnc/8j8jQ4Tbth+l73Ck+W7hUyj+5xM4/iNvMobjOXYjfzKHYzj+I28ySP20fRTCmRHCB37tz06NHjibZZt27dJ9qeiIiIiIiIiIiIiPy3KSklz6SaNWsSHx+fZnm+fPnYtm3bU+zRA0ePHqVXr14PrdOqVSs+/vjjp9QjEREREREREREREZFnn5JS8kzy8fHhYStLWlpaPsXemCtfvjy+vr4PrWNvb/90OiMiIiIiIiIiIiIikk0oKSXPpGLFimV1F9JkY2ND8eLFs7obIiIiIiIiIiIiIiLZikVWd0BERERERERERERERERyPiWlREREREREREREREREJNMpKSUiIiIiIiIiIiIiIiKZTkkpERERERERERERERERyXRKSomIiIiIiIiIiIiIiEimU1JKREREREREREREREREMp2SUiIiIiIiIiIiIiIiIpLplJQSERERERERERERERGRTGcwGo3GrO6EiIiIiIiIiIiIiIiI5GyaKSUiIiIiIiIiIiIiIiKZTkkpERERERERERERERERyXRWWd0BEZFHudLXKau7IJJuxb4JMX2v2JXsInncflvLOgt7IpJ+fQ7Gmr7v72mThT0RyZj5Z6NN3+teQbIL3StIdpT8XuHYi4pbyT6q+DyIXV1zJbtIfs19FM2UEhERERERERERERERkUynpJSIiIiIiIiIiIiIiIhkOiWlREREREREREREREREJNMpKSUiIiIiIiIiIiIiIiKZTkkpERERERERERERERERyXRKSomIiIiIiIiIiIiIiEimU1JKREREREREREREREREMp2SUiIiIiIiIiIiIiIiIpLplJQSERERERERERERERGRTKeklIiIiIiIiIiIiIiIiGQ6q6zugEhmGDVqFNeuXWPJkiV0796dU6dOsX79egoWLGhWb86cOaxevZrt27eb9lu9enWqbbZq1YrXX3+dHj16PPTY06ZNo1atWjRr1izNOo0bN2b+/PkAeHl5pVnv66+/pkmTJnTv3p2DBw+mWqdXr168//77D+0TQEBAAM2aNaNly5bMmTMnRXnTpk3p3LkzQ4YMASAmJoYFCxawfv16AgICsLOzo3LlyvTt25c6deqk2N/f359WrVpRrlw5fH19H9kfeXIsXQpT6KN93P7qdaLP7jFtt63cCqf275PLvQLxYXeJOOxLyJopGKPDH+zrXAjnlyZhW7E5BgtLoi8eImT1JGIuHwXAxrM+biM3pHns4LVTub/uk8wbnORYilvJNgwGynbuS/kuA3AsUpLIoFtc3rWOIwsmEBseCkAedw/qvPspblXrY4yP49Iv3hz8crSpHMDKzp5ag6dRomlnrO0cuHl0N/s/H0HIlbNmh6vwyhDKvzwIe9ciBPuf5vDX4wj4bdNTHbLkDAaDgQav9KFRt/7kL1qS0Hu3ObZtHetmTyTq79h0LebBy2NmULpmPRLi4/jdzwefGWNM5QA2ue15ceRUqrV8AZvcDpw7vIefpo4k8NKD2LW1d6Td4A+o1qITefK7cefqJXYuX8Cu5QswGo1PfeySM+heQbIN3StIDmCdrwheX/zBpY+7EH5il2m7Y422FHx5LLbFKxEXeoeQ37y5uXw8CVEPrrlWeQtTuMfHOFZrhcHSiogz+7mxbByRF343O0be5r1xbT8E6wIliL1zhTsb53F307ynNkbJIXTNzRGUlJL/hNDQUMaOHcu33377yLrVqlVLNWljY2ODra0te/Y8+INoypQp3Lx506y+o6Mjd+7cARKTXtWqVUu1reTGjBlD27ZtU9RzcnIyfd+mTRs++OCDFHXs7OweOabktmzZwoYNG2jXrt1D640dO5bjx48zatQoSpcuTWhoKCtWrKBXr14sXLiQunXrmtX38fGhZMmSnDp1imPHjlGlSpUM9Usej6VLEQq844NFbmez7XbV2pN/wBKiz+7hzvy3wDIXTu1HYuNRm8BPWkJCPAa7PLi9vxlDrtyE+E4mLvACdjU6UmDkRm592o4Y/yPEXDnGzWkpE6zOnT4kV4lqRBz8+ekMVHIUxa1kJ5W7j6DmgIkc/3Em1w9tx6mYJzUGfETeUhXwG9KGXA5OtJ27hYi7geyc0As7lwLUGjINh8Il2DysvamdJpOWUKBibQ7OGU1s+H2q9f2QtvO24v1qFWJCgwGo2O0dag2expFvJ3Hn1O94dexJy09Xs2FgcwKP7c2iMyDZVcu+w+n0zgS2LPyM0/t24FaiDB2HjaewZwVm9WyLnaMT7y3eRMidQBa93wfHfK68OHIq+d1LMLtPB1M7vWcupmTVWvhMH0NU+H3aDR7Le4s3M6FdNSLuBwPQd9ZSSlSqwbrZk7h58Qxl6zbh1Q8/x945LxvnTsuiMyDZme4VJDvRvYJkd9b53Ck1bgOW9s5m2/PU7kSJkasIO7GTyzNfw2CVC7euH1DKqy7nxzSEhHgscueh9JRfsbC15+by8UTfOIdTnRcpPXk75z9sTuT5QwDkbd6LooO+5vaGL7l/cC325etTpM8XWOSy4fbaL57+oCXb0jU3Z1BSSv4TihYtyu7du/npp5/o2rXrQ+taW1vj6uqaZnnyMltb24fWd3JyemhbSRwdHR9Zz9bWNl1tPUrRokWZOHEitWvXJn/+/KnWCQsLY+3atcyZM4fGjRubtk+YMIHTp0+zdOlSs6RUfHw8vr6+vPHGG/j6+rJixQolpTKbwYB93ddwfmkyGAwpip06jCL25hluffEixMcCEH3uNwpP/QP7em8QvvsHHOq9gVX+4tz8uCUxFw4AEHVqB5YO+XB5ZRqBn7TCGBVKzMXDZm3bVWmDbfnG3J7Xg7jAC5k/Vsk5FLeS3RgMVOkxktOrv+Hw3LEAXD+0neiQuzSduoz85WpQpFYzbJzysbp7LaJD7gIQfiuA1rPW41b5eQKP/0aBSnUo3rADm4a1J2DfZgBu/rGHV3zPUf6lAfzx/cdY2thSrdcY/lz2OX98NxWAgH2b6bBwN9X7jMVvSJusOQeSLRkMBlr1HcHuld/iO/NDAE7/tp3w4Lv0/WIpxStWp1y9Ztg752Ny5zqEByXGbtDNawz9di0e1ety4cg+SlWtTZVm7ZndpyMndiXG7rlDe5my/QyNuvXH7+tPKFq+KhUbtmL+0Nc4sskn8Vj7dpA7jwut+gxXUkoyRvcKkt3oXkGyM4MBl8bdKfzmJ6lecwu+Mo7ogFNcmtQOY1ziNTf85B7Kzj1D3qZvcW/bQvI27YmNW0nOjWlExOnfAAg79gtWefJRpNennB/TCIC8Td8i7OQeri98N7HOnzuwKexJvjaDlJSS9NM1N8fQM6XkP6FmzZp06dKFjz/+mBs3bmR1d7LUiBEjsLS05KOPPnpoPQsLC/bs2UNcXJzZ9tmzZ/Phhx+abduzZw+BgYHUq1ePli1b4ufnx/3795901yUZa/eK5H3jc8L3L+fuwn4pywt5EXXiF9Mf6wAJobeJvXkWu0otTXXiw4NMf6wniTq9C5vSdTD845OpAAZrW1xem07k8U1EHlnzZAclOZ7iVrKbXPZ5OO+3lAubV5htD758BoA8RUrhXqclN//YY/qDB+Daga3EhN2naL3WALjXaUFsRBjXDmw11YkKvsONI7so+nziHzMFKtTCJo8L/r+ax6j/jtUUqtEYSxvbTBmj5Ey2Dnk4sGYZB9eZx+7Ni4mx61qsFOXrt+D84b2mhBTAyT1biQy7T8VGibFbvkELosLDOLnnQeyGBd3h3KHdpjoAu1Z8y+l9O1Icy9bBEcd8BZ74+CTn0r2CZDe6V5DszLZ4Zdz7f0XQrz9yZdZbKcptipQl9I+tpoQUQFzILaKvnSZPjcS4tHUvS1zoPVNCKknYnzuxL/u8afaVIZctCZHm7xPFh97DyjHfkx2U5Gi65uYcSkrJf8aYMWNwdHRk7NixWd2VLOXi4sKECRPYunUr69atS7WOg4MD3bp1Y8WKFTRo0IDhw4ezYsUKrly5gpubG25ubmb1vb29KVasGBUqVKBt27ZERkbquVKZLP5uANc/qEbwqg8wxkSmLA+7i1XeYuYbLa2wyuuOlWsJUx0LG4cUf5hbFSiZ+G/+4inadWw2EEvnwgStGP1ExiH/LYpbyW5iwkLYN/NdAo+b/5FdvFFHAIIunsS5RFnuXzlnVm5MSCD0hj9OxTwBcC5RltBrlzAmJJjVux9wAafif9cpWS5x2z/WML8fcAELKyvyFPF4cgOTHC8yNISVk9/jwpF9ZturNk+M3evnTlLIoyyB/ilj906AP24lE+OykEdZ7lxNGbu3Ll+gYKnEOldP/sHScW8TERL0j2N14P7dW4Tdu/1ExyY5m+4VJLvRvYJkZ7F3rnD67bJcXzSShOiIFOXxoXewdk15zbXOX5RcbqUAiAu9g6WdY4ql/2wKJpbncku89t5ZPwfHqi1xbtgNi9x5cKzaApcm3QnaufTJD0xyLF1zcw4lpeQ/w8HBgUmTJrFnzx5WrVqVZr3Dhw9TrVo1s69HPX8pLX379k3RVrVq1di1a5dZvfHjx6eo8/XXX5vVWbduXYo6ffr0eax+tWjRgvbt2zN58mRu3079jYKxY8cyc+ZMypYty5YtWxg/fjwtWrSgd+/eBAYGmuoFBQWxfft20zOxPD098fT0ZOXKlY/VN0mfhIgg4oOup1kevvdHctfoiGPrd7BwyIdlXnfyvfklFnZ5MOSyT6yzfyUYE3AdsBjrwmUx2DmRu3ZXHJ5/AwALm9zmjVpa49hsABGHvIm7fTHTxiY5l+JWcgLXCrWo0uN/XN61jqCLJ7B2cCImPOXs4NjwUKzt8wCkXSciWZ2///1nvaSH8SaVizyuEpWfo1W/kRz7ZT3Xz53EztGJqLCUcRkdHoqdQ2K82Tk4EZVK7EaHh2L7kJhs2mMwXnUas3nBpxiNxic3CMnxdK8gOYHuFSS7iA8LIvbutTTL7/2yCOe6L+LaeQSWefJjnb8oRd/+BsvcTljYJl5Lg3Yuw2hMoPjIldgULY9FbiecG76GS9M3gQfX3OA9KwjauZTi7/xApR/vUmrcRsJP/8a1797L/IFKjqZrbvakZ0rJf0qDBg3o2rUrn3zyCfXr10+1TsWKFfn000/NtllZPd6vyuTJk1N9tlKBAubLmAwdOpSWLVuabXNycjL7uWnTpowYMcJsm63t408VHTt2LO3bt2f8+PHMnTs31Trt27enffv2REVFcfToUbZu3cqqVasYMmSIKbG3bt06YmNjTUkpgHbt2vH5559z+PBhatas+dh9lMcXsnYaWFjh3OkDXLpMwBgXQ9juH4j4YyPWhbwAiLtxhttfvkre7l9QaELi8ibR/kcJXjuFvK/NICHa/NOpuWt0wtK5IPc3z37q45H/BsWtPOvcKj9Py898Cb1+iV2TEj8YYrBI+zNeRmPiJ+8MhofU+fvTeQ9rJ3lbIo/Do3pd3p6/mjsB/vwwui/w7+MyrZhs/MZAuo6ZweGNP7Ht+1n/otciKeleQZ51uleQnOTmyokYLK0o+OoECnefRkJsDPe2LeT+obXYuJcHSHzm1NQXKDpwHmVnHQMg4vzvBK6YQJE+X5iuuSVG+WBfrh7Xf3ifiHOHsC1eiYKvfEiJESvw/+SlLBujZG+65mZfSkrJf86oUaPYu3cvY8eOpVq1ainKbW1tKV485ZIOj8PNzS1dbeXLl++R9ezt7Z9Yv+DBMn5vv/02a9aYr4964MABtm/fzujRictX2NraUrduXerWrYuHhwcTJ07k3r175M2bFx+fxAdad+7c2bR/0idily9frqRUVkmIJ8TnI0LWTsPKtQTxwTcxRoZQYORGEsIfLK8TdXI710dXxvLvZUzi71zGvl7ip0gTIsyX4cld4wVirp0kNuCvpzcO+W9R3MozrFTzrjQct5CQq+fYNLQd0SH3gMQlJKxzO6aon8s+DxG3Ez95GhMegl0+t1TrxIaF/N1O4ifwrHM7EhMabFYHMNUTyaiabV/izY+/JdD/HLN7dyA8ODF2I8NCsLFPGbu29nkIDkycqRIZGoJj/pTPhLJ1yENkqHlMGgwGurz/MS16vcOBtctZ9H7vTBiN/OfpXkGeYbpXkBwnIZ4bP37AzZUTyeVWith710mICMFj0nbiw+6ZqoUd28apAWXIVaAEADG3/Mnb9C0A4sPukdurLnmqt+bq3P7c2/YdAOEndxMTeJFSY9fhWKMtob9vfNqjk2xO19zsTcv3yX+Og4MDkydPZu/evaxduzaru5OlmjdvTocOHZgyZQphYWGm7WFhYSxatIhjx46l2MfR0RFbW1scHBw4efIkp06dYsCAAfj6+pq+1qxZQ4MGDdiyZQtBQUEp2pDMZ+NZH9sKzSAumrgbZzBGhoCFJbmKVCDmSuLrapnXHfv63cHSmvg7l4m/cxmAXMWqEB92z/RzYmUrbCs0JeLw6qwYjvxHKG7lWVXp9XdpMvlHbv21n/X9mhB596apLOTyWfK4m68nbrCwwKFwCYL9T5vqOBYqAQaDWb087h7J6vz9cF730uZ1inoQHxPN/WtaUkoyrkWvd+n92RIuHt3Pp92acf/2g9gNvHSWAsVTxm5+9xLcuHDaVCe/ewkM/4hd1+IepjoAltbW9Ju9nBa93mHLws/5bsRbJMTHZ+LI5L9K9wryrNK9guRE9hUa4li1BcbYaKIDTpEQkXjNtS1ekciLRwGwzl+UvM16YrCyJuaWPzG3/AGwK1WNuNC7xNzyJ9ffz6UKP2X+HKDwk7sBsC1W/ukNSnIEXXOzPyWl5D+pXr16vPLKK1y5ciVTjxMSEsLt27dTfN29ezdTj5sRY8eOJVeuXISEPMjwN2nShFq1ajFw4ECWL1/OpUuXOH/+PKtXr2b69On07duXXLly4ePjg52dHb169TI9Syrpq2/fvsTExJhmUsnTlbtGJ/J2nwWWDybE2tfrjoW9M5F/bADA0tGVfG9+iW3ZhqY6FnkKkLvWS0QeM/+UknWRCljY2BN9/sDTGYD8Jylu5VlUtnNfag+bzsVtP7FpaDti/7Gm+LUDWylUvSG2zvlN24rUbkEue0cC9m8z1cnlkAf3Og+W6rV1zk/Bag0IOLAVgMDj+4iNCKNksxfN2i/RuDM3juwiITYms4YoOVSDV/rw0qiP+d3vZ2b36ZDi+VEn92yjzHMNcHB5ELvl67fA1sGRk3u2merYOeShfIMHsevgkp8yNetzau8207a3Pv6Wqi06sWrKCLw/GZXJI5P/Mt0ryLNI9wqSUznX7YL7wK/Nrrl5m/XEysGFkAOJK+5YORWg6NsLcKjY2FTHytkN5wavcP/QegCiryW+uW9f3vwxGvZlnwcg5ualzByG5DC65uYMWr5P/rP+97//sWfPnkw9xpAhQ1Ldnjt3bo4ePZqpx04vZ2dnJkyYwKBBg0zbLCwsWLBgAQsXLmTZsmVMnz6dhIQEPDw8GDZsGC+99BIxMTGsW7eODh06pHj+FUDt2rWpUKECq1atolevXik+YSuZK2zndzg0eJN8PecRtudHchWtiPOLHxF+0Jvos3sBiLl8lKhz+8j7+mcE/fwhxMfh1PlDSIhLXK8/mVxFEj+5FHvj9D8PJfLEKG7lWWOXz406735K6PVLnPxpHvnKVjcrDw24wCnv+ZR/+W3afLmJI99OwtYpH88NnsbVvX7c+nMfADeP7uH64V9pPHExh74cTVTIXar3HUdMaDCnvOcDEB8dyZ9LP6Na77EkxMYQeHwfnh3fIn+56mwY0Pypj12ytzz53Xh5zAzuXPVnx4/zKFbefMnq21cusnPZApp0H8Q7izay/svJ2Dvno8vIqfy5cxMXj+4H4NzhPZzZ/yu9P12E94wxhAffpf2QD4kMDWbnsgUAVGnWgVodXuWPbeu4+McBSlapZXasqyf/IE5/tMsTonsFedboXkFysrtbFpC3RW+KDfmOe798j22JKhR6YwpBe1aaZjlFXvid8FN7KdLvS24sHoUxPo6Cr0/EGB/HzRUTEutc+oPgfd4UfmsGlg7ORJw9iG3RChR85UMizv9OyAHfLBylZCe65uYcBmPSw19ERJ5RV/qmTHrJAzae9XEbuYHAGe2IPvsg0WpbrglOL47HupAXCfdvEbZvGfc3zoT4OFMdC0dXXF6Zhm35pmAwEH1mN8GrJxAXeMHsGI6thuHy0kSuDCwAcdFPbWzZUbFvHsw6VOymTXH7bEket9/Wss7CnjxbPDu8RcMPv0mzfOeE3pzbsBiXUhWo895M3CrXJTY8FP+dazk4+3/ERjxYGjeXozN13vmU4o06YrCwIPDYb+z/fAQhV84+aNBgoGrPUZR9oQ+2zq4EXzrF4a/HEbBvc2YOM9vqczDW9H1/T5ss7Mmz5/kub/LmtAVpli96vw/7Vi+hcJnyvPzBTDyq1SEqPJQ/tq3j50/eJzr8QezmzuNM19HTqdK8IxYWFpw/so+fpo4k8FJi7L41fSF1X3gjzWONaeLJ3WuX0yz/L5p/9sH/SbpXSJvuFZ4tuldIne4Vnm3J7xWOvai4fRj7Cg0pPekXzn/YjPATu0zbHao0o9DrU7AtWo7YoJsE/bqEQO+Pza65Vk4FKNzzUxyrtgCDgbC/fuXGjx8Sc+OcqY7BypoCL43BpdHrWOctTOztK4QcWEPgT5NJiAp/qmPNDqr4PIhdXXMf0DX32Zb8mvsoSkqJyDNPf6xLdqKklGRHeqNJsiMlpSS7UlJKsiPdK0h2pKSUZFdKSkl2lJGklJbvE8kBatasSfxDHiadL18+tm3blma5iIiIiIiIiIiIiEhmU1JKJAfw8fHhYZMeLS0tn2JvRERERERERERERERSUlJKJAcoVqxYVndBREREREREREREROShLLK6AyIiIiIiIiIiIiIiIpLzKSklIiIiIiIiIiIiIiIimU5JKREREREREREREREREcl0SkqJiIiIiIiIiIiIiIhIplNSSkRERERERERERERERDKdklIiIiIiIiIiIiIiIiKS6ZSUEhERERERERERERERkUynpJSIiIiIiIiIiIiIiIhkOiWlRERE/s/efUdHUbVxHP9ueq/0EIpgCFU60hEQCEUUpFgQaQpKEQQFQbpU6QgiWBBRukiHoPQqXekgNUBo6aTvvn+sLKwJkCABl/f3OWcPm5k7d+6dPGxm9pl7R0RERERERERERLKcwWQymZ50I0REREREREREREREROTpppFSIiIiIiIiIiIiIiIikuWUlBIREREREREREREREZEs5/CkGyAi8iCr6+ijSmxHyK8plveKXbEViluxRXfH7ZBSTk+wJSKZM+hQkuW9PnPFVuhcQWyR4lZslWJXbNHdcfsgGiklIiIiIiIiIiIiIiIiWU5JKREREREREREREREREclySkqJiIiIiIiIiIiIiIhIllNSSkRERERERERERERERLKcklIiIiIiIiIiIiIiIiKS5ZSUEhERERERERERERERkSynpJSIiIiIiIiIiIiIiIhkOSWlREREREREREREREREJMspKSUiIiIiIiIiIiIiIiJZTkkpEREb55ItgLq/XMfvuZpWy7M/34jKX+yg3upYXph3luAu47B3cbcq45wtD899Moc6P1/lxWU3KT9qFV5B5ax3YDBQsEUvanx/jHqrY6n+zR/ka/peVndLnnKKW7FFiluxKQYD5Vp0ovOivfTbeZPuq45Rv89YnNw9LUV8AwvResrPfLz1Kn02XaLRgClW6wEcXd1p+MkkPvztPP123uT1L37Bv0DQPXcbVLMRgw4lZVm35P+HPnPFFiluxVYpdsUWKW5tV6aSUn379qVNmzYAtGnThvLly3PlypU05aZMmULt2rUt74sUKXLf18WLF1myZEma5UWLFqVChQq0a9eOI0eOpNnP+fPnGTJkCHXr1qVUqVJUqFCBt99+m7Vr16Zpzz/rrVixIu3atWPXrl33LVukSBFKlixJ/fr1+fLLLzEajRk6VqmpqZQqVSpNXVOmTOHmzZtUrlyZt99+O91t582bR3BwMNu2bcvQvvr27Uvx4sU5fPhwmnW3j+vdDh06xLvvvkvFihUtfRs3bhyxsbHp1v/hhx9SpEgR1q9fn6H2/FPt2rWtjkFwcDBly5blzTff5Pfff093mxUrVlhi6LZdu3ZRpEgRihUrxs2bN9Nsk5SURPny5S0x9U979+6laNGiVssuXrxoaVd6xw8gJCSEIkWKWGLl7vh+EKPRSMeOHZkyZUqa5bNmzaJ+/fqULl2aRo0asXDhwgzVeVt8fDzDhg2jWrVqPPfcc7zxxhscOHDAsv5hjlffvn0pUqQInTt3TnefK1eupEiRIpbPgbudPXuWIkWK8PLLL2eqH/LvuGTPS4Uxq3H08LFanrNqU8oN+5nU+FgODG3N0Wm98C9Ti4qfh2KwswfAwd2L5yduwr9sHU5+O5B9Q1oSf+UMz0/YgHeRCpa6gjt/TnDnMdzYu559A17h3M9TebbtQII7j32MPZWnieJWbJHiVmxN1Xa9adhvEic3r2Zej1fZPnsCpZq8Scvx8wFw9vSm7ay1ePjlYOmADvw6eQDFG7Skxec/WtXTfPQcitVrzvqJ/fm5f3s8cwTQdtY6XDx90uwzf/kaNBv1/ePonjzl9JkrtkhxK7ZKsSu2SHFr2xz+zcYxMTEMGDCAWbNm3bNM+/btad26teXnV199lYYNG9K+fXvLMj8/P8v7rVu3Wt6npqZy5swZRowYQYcOHVi/fj3u7uas5q5du3jvvfcoV64cQ4YMoUCBAsTFxfHrr7/Su3dvzpw5Y/XFeq5cuVi0aJGl3mvXrjF37lzatWvH9OnTqVmzZrplARITE9m0aRPDhw/H0dGRDh06PPDYnD17lsTERH755Rf8/f0ty93c3HB3d+fTTz+lZ8+eLFq0iFdffdWyPjw8nLFjx/L6669TtWrVB+7ntpSUFPr27cvixYtxcnK6Z7mTJ0/Spk0b3nzzTXr16oWbmxtHjx5l5MiRHDx4kO+/t76IjImJYf369RQsWJB58+ZRt27dDLfpbu3bt7f8zk0mE5GRkYwfP56OHTuyevVq8uTJYym7fv16PvnkE7Jly5ZuXXZ2doSGhtKqVSur5Zs3b75nYm3v3r28995790wqOjo6snbtWooXL261/NixY5w5cybD/bxbUlISAwcOZMuWLTz33HNW62bMmME333zDkCFDKFGiBDt27GDw4ME4OjpmOKkzYMAA/vzzT8aPH0/OnDn57rvvaNeuHWvWrCFnzpyWcpk9Xo6Ojmzbto3Y2Fg8PDys1q1atQqDwZBue5YsWULBggU5evQoBw8eTNNnecQMBgLqtSH43TGQzu+kcNuBxJ4/yu99G2JKSQbg5h9bqTnnBAEN3ubiqq/J26AdbrkLsqN7DSIPbwfgxt71OHlno+h749jZowaOXv7kf+V9LqycxeFJXc2V74X4axcpN3QJF1bOIu7C8cfWbbFxiluxRYpbsUUGA1Xb92bvopn8OnkAAGd2/UZ85E1eHTuX3MXKUqhyXVx9/JnRqhLxkTcAiA4P441pywksXZkLB3aQt1QlitRqzNz3mnBqq/nGv/P7ttJj9QkqtO7MlpmjAHBy86Bah4+o2q43CbFRT6bP8nTQZ67YIsWt2CrFrtgixe1T4V9N3xcYGMiWLVvuO8LD3d2d7NmzW1729va4ubmlWXbb3ctz5cpF5cqVGThwIDdv3mTnzp0AxMbG0rt3b6pWrcpXX31F1apVCQgIICgoiC5dutC/f3+mTp1KVNSdCyJ7e3urekuWLMmoUaOoUaMGQ4YMISUlJd2y2bNnJ2/evLzxxhtUrlyZ5cuXZ+jYHD9+HA8PD4KDg63qup1Ua9iwIfXr12fMmDFcv37dst2gQYPIli0bffr0ydgv4W+5cuXizJkzTJs27b7llixZQv78+enTpw9FihQhMDCQevXqMWTIEHbt2sWxY8esyq9YsQJ7e3vee+89tm3blu4IpIy4+3eeI0cOgoKCGDJkCAkJCYSGhgLm32vfvn354IMPKFiw4D3rqly5MmvWrEmzfPXq1ZQvX95qWUpKCiNHjqRt27YEBARkus5Vq1alqTMj9u3bR7NmzdizZw9eXl5p1v/000+0b9+ehg0bki9fPlq1akXTpk0zPFoqNTUVJycnBg8eTMWKFcmfPz+9evXi1q1b7Nu3L0N9S+94AZQoUQIXFxd+++03q+WxsbFs2bKFcuXKpdkmNTWVpUuX0qxZMwoVKsS8efMy1A95eJ7PlKL4B9MIC/2BQyPfTrPeI19Rru8JtfwBBkiKuErsuaPkeL4hAO75gkmKvmn5A3zbjQMb8S1RBQcPH9zzBmFn78DVHSusytw8sAGDvT3ZK9R/9J2Tp5biVmyR4lZskbOHF4eWz+WPVdbnZNfPmC+c/QILUajKi5zft9WSkAI4vT2UxNhonq0eAkChqvVIuhXL6e2hljK3Iq5zds9mCldrYFlWplk7yjZvz6oR3dn90/2vR0TuR5+5YosUt2KrFLtiixS3T4d/lZQqX748zZs3Z9SoUVy+fPlRtSkNZ2dnABwczAO71qxZw9WrV/n444/TLd+sWTPWrl2Lt7f3A+tu27YtYWFhVtOe3Yu9vT1OTk5cuHCB4OBgNm3aZLW+X79+vPbaa4A5KVWoUKH71jdo0CAMBgMjRowAzEmCzZs3M2bMGFxdXR/Ynrvly5ePLl26MHPmTP788897ljMYDISFhXHq1Cmr5VWqVGHlypVpkkFLliyhYsWK1KlTB0dHRxYsWJCpdt3P7d/n7ZFdFy9e5PLlyyxcuPC+I7JCQkLYvXu31ZR0CQkJ/PbbbzRs2NCq7K1bt/j999+ZNWsWb7755n3rPHfuHEePHrVavnr16jR1ZsSmTZuoXr06S5cuxdPTel5+o9HI6NGjeeWVV6yW29nZER0dnaH67e3tGTlyJJUrVwbMCaOvvvoKd3d3SpcubVU2M8cLzCOl6tSpkyaRtX79eksi85+2bt1KeHg4VatWpV69eqxevTrDfZGHk3D1PJvbFOHY9N6kJt5Ksz4p6jquOfJZLTPYO+CaMx+uuc3/z5Ojb+Dg5onDP4Y6u+Uxf3a55S5IUrQ5ae6aM3+6ZW7XJZIRiluxRYpbsUWJMVGsGd2LCwd2WC0Prv0SAFdPHyHbM8HcOHvSar3JaCQi7KzlmVHZCgYTcfEMpn/MNhBx4TTZ7nqu1ImNK5nY4Fn2Lrr3DBoiGaHPXLFFiluxVYpdsUWK26fDv0pKAXzyySd4enoyYMCAR9GeNC5cuMDYsWPJkycPFSqY53TcvXs3BQoUuOfIFycnp/uOirnb7ect/XOE0N0SEhJYsmQJ27ZtIyQkhMDAQCpUqMCKFXcypYmJiaxbt45mzZoBcOLECVJSUujQoQNVq1alWbNm/PLLL1b1+vv78+mnn7Jy5Up+++03Ro4cSadOnR562rN3332XIkWK0K9fP5KS0n+4cKtWrXBwcKBx48a0bt2a8ePHs2XLFlJTUylcuLAlAQjmqf4OHTpEgwYNcHd3p1atWixevJjk5OR0686M8PBwhg4dipubm2XqxODgYGbPnp3muU//VKFCBXx9fa2ecbVhwwYCAwPTJAK9vLxYsmQJzz///H3rDAgIoFSpUlaJmEOHDhEdHZ2paRRv69mzJx9//HGa6e/AnHyqXLkyuXLlsiy7dOkSK1eupFq1apne15dffkm5cuWYOXMm/fv3J3fu3FbrM3O8bgsJCWHr1q1W0/utWrWKRo0apVt+8eLF5MuXj+LFi9OwYUPi4+NZunRppvsiGZccE0HC9bB7rr+45jty1WjGM6374OSdDZccgZTsPRMHd28c/n6446X1c8FopMygBXjkL4aDuzd56rxG3vptAbB3cefWxZPc/GMrhdsOImfVpji4e+FVuDQlPvyK1KQE7F3d79kGkX9S3IotUtzK0yKgZAWqtu/D8Y0ruHbqMC4e3iTGxaQplxQXg7O7+aYqF08vEmPT3miUGBeLs8ed2QAiLv5FSkJ81jVe/m/oM1dskeJWbJViV2yR4vbp8K+TUh4eHgwbNoytW7c+klE0ZcqUsbxKlCjBSy+9hI+PD3PmzMHNzQ2AGzdu4Ovra7Xd/v37rbYtU6YMy5Yte+D+bo9iiYm5c0F26dIlq3qee+45RowYQdu2bXnrrbcA82is9evXEx9vvvj67bffSE1NJSTEPNXFyZMniYyMpE2bNnz99dfUr1+ffv36WT2rCqBx48bUrVuXbt264e/vT9euXR/yyJlHHo0cOZIzZ87wxRdfpFsmf/78LF26lDZt2nD16lVmzJhBx44dqVatWprf35IlS3B2draMWmrUqBHXr1+3Sm5k1IwZMyzHs2TJktSoUYOTJ08yceJEq+dJZYTBYKB+/fpWCaTVq1ffM2GSUSEhIWnqrF+/vtX0klnh+vXrdOrUCX9/f7p06ZLp7UNCQvj555/p2LEjAwYMYMOGDVbrH+Z4ValSBVdXV0tdUVFR7NixwxLfd4uIiLAadRUUFERQUBDz58/PdF/k0Tk1ewinfxrDs28Poc6SK9T8/jgp8TFc3baM1ATznSSx546yd8DLuOV5hurfHOLFZTco0LwHJ78bDGApt39ISyL+2ELZoYt5cdlNKn4eyoWVs0iOvmEpI/IoKG7FFiluxRYElq7MG9NXEBl2ll8+7QiAwe7el4Imk3lklMFwnzL3eFarSFbSZ67YIsWt2CrFrtgixa1tcHgUlVSvXp0WLVowevTohxrpcbfboytu3LjBxIkTuXHjBh988AF58+a1lPHx8eHSpUtW2xUrVsxqZEa9evWsnhN1L7eTUXc/9ydHjhzMmTMHMH+h7+LiQvbs2THc9fC0+vXrM3ToUH799VcaN27MsmXLqFu3rmVkzIoVK0hNTbU8Qyo4OJhLly7x9ddf8+qrr1q1oWfPnqxfv54PPvgAR0fHB7b5fooUKcL777/P1KlT7zkFXu7cuenfvz/9+/fnwoULbN++nR9//JFPP/2UnDlzUrNmTVJSUli2bBk1a9a09KlWrVq4u7szb968dJMT99O6dWvatGkDmEcK+fj4pJnWLjNCQkJo27YtERERODk5sXnzZvr06ZMmLjKjQYMGjBkzhmPHjlGkSBFWr17N6NGjH7q+jPjrr7945513SE1N5fvvv0/3+VMPkj+/eRhpsWLFOHr0KN9++y0vvPCCVZnMHq/bU/itXbuWJk2asG7dOkqXLk3OnDnTlF2+fDnJyclWUwE2atSICRMmsGfPnod6Jpf8eyZjKidmfcKp2UNwy/MMCdcvkRIXRaUJG0iOibCUu743lE1vFMY1VwEA4q+cJW+DtwFIjjFP+ZgUcZV9A5vj4O6NS7Y83Lp0GlNqKiU+mGZVl8i/pbgVW6S4lf+64vVb0HTYLG6cO8ncLo2JjzLHW0JMFM7uaUf1O3t4EX3VfI6YEBuNu3/a8z9nd08SYqPSLBfJavrMFVukuBVbpdgVW6S4tQ3/eqTUbX379sXLy+tfT+OXP39+8ufPT9myZZkxYwYGg4EOHToQEXHnF12uXDnOnj3L1atXLcucnZ0t297+kj4jDh8+DGA1ZZyDg4Olnnz58pEjRw6rhBSAm5sbDRo0YPny5URGRrJlyxbL1H0ALi4uloTUbUFBQVy5ciVNG1xcXKz+/bc6depEcHBwutP4jRkzhh077swtHxgYSKtWrVi4cCG5cuWyPCdr48aNXL9+ndDQUIoVK0axYsUoU6YMcXFx7Nq1izNnzmSqTd7e3pZjGhgY+K8SUmCOAX9/f9avX89vv/1GUFBQus86yow8efJQunRp1qxZw/79+0lNTbVMGZkV9u7dS+vWrXF1dWXevHmZan9cXBxr1qwhMjLSanlQUBDh4eFpyj/M8WrYsCGbN28mLi7uvs/WWrJkCQCvvPKKJVYmTZoEwE8//ZThPsmj5fdcTbKVr4cxOZHYc0dJiYvCYGePZ8ESRJ3cD4BLjkDyhrTD4OBI/JWzxF85C4DXs2VIir5h+Tn3Cy3xfKYkKXFRxJ47ijE5Cc/CpTHY2xN9ct8T6qE8jRS3YosUt/JfVrltT5qPnsPFQzv5rl1tYq/fuRa5cfYEvoHWUzkb7OzwCSjA9TPH7pQJKAD/uBbyy1eI63/de/pzkayiz1yxRYpbsVWKXbFFilvb8MiSUh4eHgwfPpxt27ZlaNq8jHB1deXzzz/n+vXrDB061LK8cePG+Pv7M2bMGEwmU5rtLl++nOF9zJ07l8DAQMqUKZPp9jVv3pxt27axdOlSsmXLZnluUXR0NBUrVrR8WX/bH3/8wbPPPpvp/WSWg4MDo0aN4uzZs3z99ddW63bs2ME333yTZhsnJydcXFzw9/cHzM8I8vX1ZenSpVavadOmYTKZHslUjf/G7Snp1q5de9+ESWY1aNDAUmeDBg2wu8+0Jv/GoUOH6NixI88++yxz585NdwTS/RiNRnr16mU1Jd/tegsXLpym/MMcr+effx43NzeWLl3Knj17qF+/fpoyR44c4ejRo3Tu3NkqTn755ReqV6/OunXrrBLK8vjkqtGMEr2+xGB/Z0Bs3pB2OHr6cnWb+fl2Tj45KNl7Jv6l74ysc/LNSe7arbm6fbllWaE3PuGZ1z62qr9g8x4kx0Zy8+CmLO6J/D9R3IotUtzKf1W5VztS78PRHF67iB86N07zbKjTO9ZToHwN3HyzWZYVqvIizu6enN4e+neZUJw9vChctZ6ljJtvNvKXq87pHZmf0lvk39Jnrtgixa3YKsWu2CLFrW14JNP33Va1alVatWrF/PnzCQgIeCR1BgcH07FjR6ZPn06TJk2oXbs2Xl5eTJgwga5du9KuXTveeustnn32WeLi4vjtt9/49ttv8ff3t0oApaamcu3aNcD8hX54eDjz589ny5YtlhFZmVW+fHly587N5MmTadOmjSWB4eXlxfPPP8+ECRPw9/cnf/78rFu3jmXLljFjxoxHclwe5Nlnn6Vbt26MHz/eannPnj3p0qULPXr04M033yRPnjyEhYWxaNEi4uLiaNWqFdevX2fz5s106NCB4OBgq+2DgoIsCbeePXvi5OT0WPqTnpCQEN566y0cHR0ZNGjQI6tz1KhRXL16NU1C724JCQls3rw5zfJSpUrh4+Nz332kpKTQu3dv/P39GTVqFImJiZbYtLe3x8/P74Ht9PT0pGXLlkyaNIlcuXKRL18+5s2bx8GDB5k3b949+5aZ4+Xg4MCLL77I+PHjqVChQrrtWrJkCa6urrRv3x5vb2+rdZ06dWLLli0sWbKEDh06PHB/8midX/4VgQ07Uuqjb7i45js8C5WiSMcRXNown5uHzLEbfWIvN//YRvEeUzn21ceYUlMIaj8MU2oKJ2cPsdR17uepFP9gGrFnDhNxZAe5X2hJnrqv8+eE90iJS/vwc5GHpbgVW6S4lf8id/+c1O/zORFhZ9g9bxq5i1nfgBdx4S/2LJhBxdfeo82M1Wz6cjiuPn682HMkJ7es5uLBnQCc37uVM7s30mzkbEIn9CM+8iY1u3xKQkwke+Y/nusakbvpM1dskeJWbJViV2yR4tY2PNKkFMBHH33E1q1bH2md7733HmvXrmXIkCFUrFgRDw8PKlSowLJly/juu+8YO3Ysly5dwt7ensKFC/POO+/QqlUrq+fzXLlyxfK8Kzs7O7y9valYsSI//fQTpUqVeui2vfLKK0yaNMlq6j6AESNGMGXKFAYNGsSNGzcoVKgQkydPpnr16g+9r8zq2LEjoaGh/PHHH5ZlNWrUYM6cOcycOZMePXoQHR2Nt7c31apVY968eWTLlo1vvvkGk8nEa6+9lm697dq1o0uXLqxevZqmTZs+ru6kUaZMGbJly0ZgYGCmRxrdS86cOSlbtixXrlyhdOnS9yx348YNOnXqlGb5999/T6VKle67j0OHDnHu3DmANM/9CggI4LfffstQWz/55BO8vb0ZMmQI169fp3jx4nz33XeUKFEi3fIPc7waNmzIggULaNSoUZp1SUlJLF++nCZNmqRJSAFUqlSJ4sWLs2DBAtq3b/9QiV95eLFnD7NnQFOKdBhOueFLSbx5hdNzR3L6x5FW5fYPaUHRLuMo0XM6GAzcPLCRfYNbkHD1gqXMhZWzsHN2Jf/L7/PM632Ju3icA8Pf4PKG+Y+7W/KUU9yKLVLcyn/Rs9Ub4Ojqhm9AQdrP3phm/dIBHTi4bA6zO9ajwUef02zkbBJvxXBk3WLWjbO+G3RBz5bU6zOWF3uNwmCw48KB7Szq8zoJMZGPpzMid9Fnrtgixa3YKsWu2CLFrW0wmNKb/05E5D9kdZ1Hnj8XyTIhv6ZY3it2xVYobsUW3R23Q0o9udH7Ipk16NCd5/7qM1dshc4VxBYpbsVWKXbFFt0dtw+SNQ/MEREREREREREREREREbmLUq3/YTNnzmTatGn3LfPJJ5/QokWLx9Qia507d2bXrl33LbNkyRIKFiz4mFr0dBg6dCg///zzfct88cUXVKlS5TG1SERERERERERERETk31NS6j+sZcuW1KtX775l/P39H1Nr0hoyZAgJCQn3LZMnT57H1JqnR9euXWnbtu19y+TIkeMxtUZERERERERERERE5NFQUuo/zNvbG29v7yfdjHvKmTPnk27CU8nPzw8/P78n3QwRERERERERERERkUdKz5QSERERERERERERERGRLKeklIiIiIiIiIiIiIiIiGQ5JaVEREREREREREREREQkyykpJSIiIiIiIiIiIiIiIllOSSkRERERERERERERERHJckpKiYiIiIiIiIiIiIiISJZTUkpERERERERERERERESynJJSIiIiIiIiIiIiIiIikuUMJpPJ9KQbISIiIiIiIiIiIiIiIk83jZQSERERERERERERERGRLKeklIiIiIiIiIiIiIiIiGQ5hyfdABGRBzHdmPukmyCSYQb/NyzvTb81fIItEck4Q+1Vlvf6zBVbcffn7ayKjk+wJSKZ03F3suX9kFJOT7AlIhk36FCS5b3ppwpPsCUiGWd47XfLe12biS3R9ZnYoruvzx5EI6VEREREREREREREREQkyykpJSIiIiIiIiIiIiIiIllOSSkRERERERERERERERHJckpKiYiIiIiIiIiIiIiISJZTUkpERERERERERERERESynJJSIiIiIiIiIiIiIiIikuWUlBIREREREREREREREZEsp6SUiIiIiIiIiIiIiIiIZDklpURERERERERERERERCTLKSklIiIiIiIiIiIiIiIiWc7hSTfAVtSuXZuwsDDLzwaDATc3N4oVK0aPHj2oUKGCZd3PP//MwoULOXHiBADPPvssb7/9NvXr17eU6du3Lz///LPVPhwcHPD19aVy5cr069cPPz8/AKZMmcLUqVPv2bZJkybRoEGDNOXs7Ozw9PSkePHidO7cmUqVKlnW7dq1i7feeotff/0VgDp16ty3/127duWVV15JU87V1ZXChQvTtWtXatWqZXW8AJYtW4aHh4fVNn379iUsLIw5c+bcd593Cw8PZ/LkyWzevJmIiAh8fHyoUqUKXbt2JV++fOlus2TJEvr168fx48etlhuNRmrXrs3169fZvHmz5Thn1MWLF9McB3t7e7y9valUqRIfffQRefLkSbPdwIEDSUpKYtSoUZZlt39nQUFBLF++PM02Bw4coFWrVgQEBPDbb7+lWT9jxgy2bt1qdSxv99vHx4dt27bh4GD93zw8PJxatWphNBotx6ZNmzYEBARYte1eIiIiaNKkCePGjbOKqcjISMaPH8/GjRuJjY2lSJEifPjhh5QvX/6Bdcq/c+VqNE3enM7UUa2oVLaAZfmGbSeY9s1mjp8Ox9fbjQa1i9G90wu4uzlZyoRfi2bM1PVs3XmKlFQjpUvk5YN3a1OyqHUMb911mokzNnDqzFX8/Tx4vXl52r9WGYPB8Li6KU+ZKxEpNBl2gamdc1EpyNWyfMMfcUxbGcHxsCR8PexoUNaD7k38cHe5cx9NeGQKYxbfYOuRW6QYTZQu6MIHTf0omd/FUsZoNPHtr1Es2BLNlcgUCuRwpGM9H5pU9Hys/ZSniz5vxaYYDAS/0olizTvjGVCQ+IirnNu8nH1fDSE5LgYAr7yFeL7n5+QsXQ1Tagpnfl3M7qn9LOsBHFzdqdh1JAVqv4KjqwdX9m9h54TeRJ0/YbW74q26Uazle7hnDyDy7DH2fDmQi9vXPNYuy1PAYKDcqx2p0KozvnkLEnfzKsc3LGfDtKEk/R2XvoGFqP/R5+QvUxVjagpHQhcTOuETy3oAR1d3Xuw5gqJ1X8HJzYNze7ewdmwfbpw9ke5ug2o24rUpPzOklFO660Uy6kqUkSbTYpna2o1KBe9ci284nsy0TYkcDzfi62agQXFHur/gjLvznb/v4dFGxqxLYOupFFKMUDrQng9qu1AywP6e++s27xaHL6fyW0+d48q/o+szsUW6PrNdGimVCe3bt2fr1q1s3bqVzZs3M2/ePDw8POjYsSOXLl3CZDLRo0cPRo0aRcOGDZk3bx7z58+nRo0a9OzZk6+++sqqvjJlyljq27p1K2vWrOGjjz5iw4YNfPzxx1Zlc+XKZVX27tftBNA/y23YsIGvv/6anDlz0q5dOzZt2pRuv3Lnzm1VX/v27dPsr3379pbyU6ZMYevWrWzZsoXFixdTs2ZN3n//fY4ePWpVb1hYGGPGjPm3h52kpCTeeustrl+/zuTJk1m7di0TJkzg8uXLvPbaa9y8eTNT9W3fvp2oqCj8/f1ZtGjRQ7fr9nG4faynTJnC0aNHeffddzGZTJZyRqOR8ePHM3/+/HTrcXR05MSJE5w5cybNulWrVt3zQ27u3LlMnDjxnu2Li4tj586daZavWbPGqn2ZER4eTocOHbh27Vqadb169WL//v2MHz+exYsXU7RoUTp06MBff/31UPuSjLkcHkWHD34gJjbRannopmO899E83FydmDjsVfr1qM/OvWdp1/17UlKMAMTEJvB65+/Y8ftf9HjnBSaPaEHePL60ee87Dh25k4Q/8OdFuvT5iWfy+zNlZEua1CvB51+sZ+acbY+1r/L0uHwzhQ6TLxETb7RaHnoglvemX8HN2cDEjjnp1yIbO4/H027SJVJSzZ9bMfGpvP55GDuO3aLHS35MficXebM50mbcJQ6dTbDUNXn5TSb+coPmVT358r1cVA52pc+3V1nxewwiD0Oft2JrSrXpTZXekzi/bRWhfZrzxw8TeLbhm9QdtQAAJw9vGk5bh4tfTjYNac/vXwzgmRdbUnvET1b1vDBsDgXrNOf3qf3ZNLgdbjkCaDg9FCdPH0uZEq9/QKUeYzi5cg7rP25BTNhf1Pv8Z3I+V/VxdlmeAlXb9aZhv0mc3LyaeT1eZfvsCZRq8iYtx5uvpZw9vWk7ay0efjlYOqADv04eQPEGLWnx+Y9W9TQfPYdi9ZqzfmJ/fu7fHs8cAbSdtQ6Xu+L2tvzla9Bs1PePo3vylLscZaTDnFvEWJ8qEHo0mfd+isfNycDEFq70a+DCzjMptPs+7s45boKJ17+JY8dfqfSo7cLkVm7k9bGjzbdxHLqYmu7+lh1MIvRYSlZ3S/4P6PpMbJGuz2ybRkplgpubG9mzZ7f8nCNHDoYMGUKNGjUIDQ3FwcGB0NBQFi5cSPHixS3lunTpQmpqKpMnT6Zx48aWUTSOjo5W9QEEBgZy/vx5pkyZQkxMDJ6e5jsG7O3t05RNzz/L5cqVi1GjRhEZGcmQIUNYt25dmpEz/9zGzc0t3f1FREQA4O3tbVmXI0cOunXrxooVK1i2bBlFixa16sv8+fNp0KABVapUeWDb72Xbtm2cPXuWBQsW4O3tDUBAQABffPEFVatWZcWKFbz11lsZrm/x4sWUK1eOvHnzsnDhQjp16vRQ2e27jwNAzpw56dq1K7179+b48eMEBwdz+vRp+vfvz7lz59IdPQXmY+jq6sqaNWvo0qWLZbnJZGLNmjWUL1+eS5cuWZaHh4czaNAgdu3aRYECBe7ZvsqVK7NmzRqqVatmtXz16tWUL1+e33//PVP9XbRoEWPHjiUgICDNunPnzrFt2zZ+/PFHypUrB8Cnn37Kli1bWL58OT169MjUvuTBjEYTS1cfZMzUUNLLMU79ehOFCmRn5oQ3cHI031lXvnQ+6rWYwpKVB2jZtCyLVxwg7HIkP375NmVLmUccVq1YiIjIW4yctJafZpiT0VNmbaRoUC7GDHoFgOrPFyYlxciM77fyVqtKuDg7Pp5Oi80zGk0s3RXDmMU3SC81PnVFBIVyOTKzWx6cHMyfy+ULu1Bv4HmW7IihZTUvFm+PIexGCj/2zkPZQuY7+KoWdSMiNpWRC2/wU58A4pOMfL8hijYvePNOfV8AKge7cfh8InM2RNG4gu7Gk4zT563YJIOB597qw7GfZ7Jn2gAALv3+G4lRN6g94keyFS1HQMU6OHv783ObiiRG3QAg7upFGkxaQc5SVQg/tJ0cJZ8nf40mrOnRmIs71gJw5cBWWi09SbFXO3Pg21HYO7tQpv0n/PHjBA58MwKAizvW0uTrLZTtOIDV3UKezDEQ22MwULV9b/Yumsmvk81xe2bXb8RH3uTVsXPJXawshSrXxdXHnxmtKhEfaY7b6PAw3pi2nMDSlblwYAd5S1WiSK3GzH2vCae2muP2/L6t9Fh9ggqtO7Nlpnl2CCc3D6p1+Iiq7XqTEBv1ZPosTwWj0cTSg8mMWZeY/jnuxkQKZbdj5ptud85x89tTb1IsSw4k07KcE4v3JxEWaeLH9m6UzWf+zqZqIQcibpkYuTaBnzq4W9UZHm3ks9UJ5PLSnfry8HR9JrZI12dPB42U+pduJ3icnJyYN28etWrVskpI3da2bVu+++47smXL9sA6nZ2dMRgM2Nvfe4h2ZrVt25awsDAOHDjwyOq8m6ura5plL730EpUrV6Z///7ExsY+dN12duYw3bhxo9VyLy8vli1bRtOmTTNcV1RUFOvXr6dq1arUr1+f8+fPs23bo8tu3/6dOTqaP5R27txJoUKFWLFiBXnz5r3ndg0aNGDNGuvpTfbu3YvRaLSaGhLg8OHDODo6smzZMp577rl71hkSEkJoaCgpKXfunLp06RJHjhyhbt26me5baGgoPXv2ZNKkSWnW+fr68tVXX1GyZEnLMoPBgMFgIDo6OtP7kgc7fiqcwWNX0rRBKcYMfDnN+r/OXqNqxWcsf4ABsvl58Ez+7GzafhKA02ev4+3pYvkDfFulcgXY/8dFoqLjSUpKYff+c9StEWxVpv4LRYm7lcTeg+cffefkqXU8LInBP16n6fOejHk7R5r1f11JomqxOxfrANm8HHgmlxOb/owD4PSVJLzd7CwXPLdVCnJl/18JRMWl4uRg4KfeAbSr62NVxtHBQFLyw40Ulf9f+rwVW+Tk7sWp1XM5vXae1fLIc+apm70CniHv8/W4cmCrJSEFELYrlKTYaAKrNgAg7/MvknwrlrBdoZYyCZHXubxvM4FVzMmmHMUr4uzly9mNv1jt6+yGn8ldrhb2zi6IZISzhxeHls/lj1XWcXv9jDlu/QILUajKi5zft9WSkAI4vT2UxNhonq1ujslCVeuRdCuW09vvxO2tiOuc3bOZwtUaWJaVadaOss3bs2pEd3b/NC0ruyZPuePhRgavSKDpc46MeSXtZ95f14xULeRgfY7rYccz2e3YdMJ8vX76mhFvFywJqdsqFXRg/4VUouKtz2E/XZZA1UIOPF9Q95rLw9P1mdgiXZ89HZSU+hfCw8MZOnQobm5u1KxZkxMnTlC2bNl0y3p6elK+fHmcnO49R7XJZGLfvn3Mnj2bevXq4ebm9sjaWqRIEQCOHTv2yOoESElJ4ZdffuH06dNpkkMGg4HPPvuMqKgoRo8e/dD7qFy5MiVKlOCjjz6ifv36DBkyhJUrVxIREUHBggUto6cyYsWKFSQnJ1O/fn0qVqyIv78/8+bNe/CGD2A0Gjl69CjTp08nODiYggULAvDGG2/w2Wef4e/vf9/tGzZsyLFjxzh79qxl2cqVK2nQoIElKXdb7dq1mTJlCoGBgfets27dusTFxbFr1y7LslWrVlG1alW8vLwy2UPz86tat26d7qgyLy8vatasaRXfa9eu5dy5c1SvXj3T+5IHy53Lm3ULutGvR31cXNLemeHj48alcOs7PpNTUrkcHsWFS+ZRj74+rsTdSiIqOt6q3PmL5ikxL16O5MKlCJKTUymQzzqG8+U1P4vtzPkbiGRUbj8H1g3NR79Xs+HilPYUxMfDnks3rKcgSU41cflmCheum5f7utsTl2AkKs56GpPz15MBuHgjBXs7A0XyOpPd2wGTycT16BS+WhvBjmPxvFYz438zRECft2KbkmKj2DGuJ+GHtlstz1/zJQAi/jqCT4Fgos+ftFpvMhqJuXwW73xBAPgUCCYm7Awmo/V0PtEXT+Od/+8yBc0zJUT/4xlT0RdPY+fggFdAoUfXMXmqJcZEsWZ0Ly4c2GG1PLi2OW6vnj5CtmeCuXE2bdxGhJ3Fv4A5JrMVDCbiYtq4jbhwmmx/lwE4sXElExs8y95Fs7KiO/J/JLe3Heu6e9CvgQsujmmvl33cDFyKso7H5FQTl6NMXIgwL/d1MxCXRJrk0/mb5vUXI+5sv3BvEocvp/JpQyX95d/R9ZnYIl2fPR2UlMqEGTNmUKZMGcqUKUPJkiWpUaMGJ0+eZOLEiZYRU5lJkOzZs8dSX5kyZShevDjdu3enYcOGjBo1yqrspUuXrMreft39PKn7uT0NYEzMv5+rtVOnTlbH4aOPPqJFixYEBQWlKRsQEMDHH3/MggUL2Lp160Ptz8nJiblz5/Lhhx/i7u7OTz/9RK9evahWrRpDhw4lOTk5w3UtXryY0qVLkydPHuzt7QkJCWHDhg1cvXo10+3653Fo3rw5vr6+TJ48OU0i6UEKFSpEUFCQZbRUamoqa9eupVGjRplu121eXl5Uq1bNagTWqlWr/lWdGbVv3z769etHvXr1qFWrVpbv7/+Rj5cruXLcO7nYvFFpQjceY+acbdyMiOPSlSgGjFhOTFwC8fHm/zMv1S+Fwc5Aj/4LOfnXVaJjEli+9g9+XnUQgPj4JMvcvB7uzlb1u7uZf46N+8eE6SL34eNuTy7fe9/N2byyJ6EH4pi5NoKbMalcupnMgDlXiYk3Ep9ovhB/qZInBjvoMTOck5eSiL6VyvLdMfy83fz37Xa521buiaXax+cYv/QmNYq78VJFj6zroDyV9HkrT4vsxSvy3FsfcW7zciL+OoyjhzdJcWlHtCfHxeDobo75e5a5dVeZv//9Z7nkuBir9SIPI6BkBaq278PxjSu4duowLh7eJMalvaZNiovB2d18zevi6UVibNq4TYyLxdnjTjxGXPyLlIT4NOVEMsvHzUAu73t/B9C8jCOhR1OYuTWRm3FGLkUaGfBLAjEJJuL/HiXyUilHDAboseAWJ6+mEh1vYvmhZH4+kARgKRcWaWTU2gQGNnLB111f6cm/o+szsUW6Pns6aJxvJrRu3Zo2bdoA5inlfHx8LMmepKQkDAaD5blLGVGiRAk+//xzAE6fPs2wYcMIDg6mR48eaUZJ5ciRgzlz5qSpI6PJj9vJqIcZIfNPw4cPt0wbFx8fzx9//MGYMWMwGo0MHjw4TflWrVqxdu1aBgwYwIoVKx5qny4uLrzzzju88847REREsHv3bpYuXcrcuXNxdXWlT58+D6zj2LFjHD58mAEDBliWNWrUiB9++IGFCxfy/vvvZ6pNdx8HBwcH/P39cXF5+DuVGjRowNq1a+ncuTO7d+/GxcWFMmXKPHQy73ado0ePZvDgwYSFhXHmzBlq166dZqrAR2n9+vX07t2bsmXLWuJbHr+uHWqRmmpk8swNjJv+K44OdrR4qSx1qhfh1JnrABQumJ3pY1ozcPQKmrz5JQDFg3PTrWMtPpuwBhcXR5KS03+o7m12D/E8NpF76drYj1Sj+SG445bexNEeWlT1os5zbpy6bD55LJzbieldcjNw7jWaDLsAQPF8znRr4sdnC66nucOvVAEX5vTKw/GwJCYvu0nHqZeZ0zPPQz1LUCQ9+rwVW5CzVBXqjV9KzKUzbB7WEQDDfa4jTCbzF0gGw33K/D0K5X713F2XSGYFlq7Ma1OXEhl2ll8+fbRxK/I4da3lbD7H/S2RcesTcbSDFuUcqRPswKlr5pgsnMOe6a+5MXB5PE2mmadFK57bjm4vuPDZ6gRcHA2YTCb6/xJPzWcdqF9MzzGRrKfrM7FFuj6zDUpKZYK3tzf58+dPd52TkxMlSpRg37596a6Pjo6ma9eudO3alYoVKwLmRMvt+vLnz0++fPlo0aIFvXr14ssvv7T6QHZwcLjnvjPi8OHDABQtWvSh67gtZ86cVm0JDg7m+vXrTJo0id69e+PhkfYuh+HDh9OkSRNGjhyZ6f0tXLiQ5ORkXn/9dcD8/KL69etTv359unfvzqZNm+jTpw8nT57E29ubHDnM8+CaTCar53ItWbIEgBEjRqRpx6JFi+jSpUumRjj98zj8Ww0bNmTy5MmcO3eOVatW0bBhw39dZ926dfn000/ZvXs3Bw8epFatWo90Wsh/+uGHH/jss88sybD7TVcpWcvBwY4P36tL1w61uHApghzZPPHydOHNLt/h7XUneVqtUiF+XdydsMuRAOTN48viFfsB890n8QnmE824W0lW9cfeMt8R4umhKSPk0XGwN/DhK/50bezLhesp5PC2x8vNnjfHheF9152g1Yq58evwfIT9PZVE3myOLN5uviPa5x93jObL7ki+7I5UeNYVDxc7+s6+yp5TCVR4Nu2zEEUehj5v5b/umbotqDHwa6IunGRN90YkRpmnJUmKjcLRLe2DxZ3cvbh1LcxcJi4KV/+c6ZZJjo36ux7z56+jmydJMZFWZQBLOZHMKF6/BU2HzeLGuZPM7dKY+L/jNiEmCmf3tNebzh5eRF+9ZC4TG417OnHr7O5JguJRngAHewMfvuhC11rOXIgwksPTDi9XA29+E4e3653vfaoVduDXDzwIizSPisrra8fifebzAh9XA3N3J3M83MiyLu6kpJrL3J7sLyXVhJ0B7Oz0Jak8Oro+E1uk6zPboLG+j1DLli3ZvHmzJQF0t++//549e/aQN2/ee25fuHBhevfuzcaNGx/Jc47uNnfuXAIDAylTpswjrfc2k8lk9e8/5cmTh759+7Jo0SL27NmTqbpPnTrF1KlTiY2NTbPOy8vL8rymNm3asGzZMsu66Oho/PzM83wmJyezbNkyqlWrxi+//MLSpUstr/fee49Lly6xadOmTLXrUStYsCDBwcGsWrWKdevWPZJp9jw8PKhevTpr1qxh9erVWTp1348//siwYcN44403GD9+vBJST9iufWfZsvMUzs4OFC6YHS9PF1JSjJz46yrFi+QG4NKVKBYt309yipG8eXzJm8cXgMPHr+Dt5UpAbh/yBfhhb2+wzKt72+2fnymQ7fF2TJ5qu07Es+XILZwd7Sic2wkvN3tSUk2cCEuieKB5iPylm8ks2hZNcqr5YidvNvNdoofPJ+LtbkeAvwM3Y1JZujOGG9HW858XCzR/Ll2NtF4u8m/o81b+y0q+0ZMXhv/A1T93suKdF4i/ccWyLurcCbzyWj/vyWBnh0eeAkSePWYp45m7APzjTlCvvIXuKnP872WFrcsEFiI1KZHosL8edbfkKVe5bU+aj57DxUM7+a5dbWKv34nbG2dP4BuYNm59Agpw/cyxO2UCCqSJW798hbj+16N9xrJIRuw6k8KWUyk4OxoonMMeL1eD+Rz3airFc5tvpL0UaWTRviTzOa6vHXl9zV/XHb6cirergQAfA2uPJBNxy0T1cbGUGBZDiWEx/HIwmUtRJkoMi+GLTZpKSh4tXZ+JLdL1mW1QUuoRevXVV6levTrt2rVj7ty5nD17lmPHjjFmzBi++OILPvroI/LkyXPfOl5//XXKly/P559/Tnh4uGV5amoq165dS/d1d7Lm7nLh4eEcOnSI/v37s2XLFgYPHvxIhsNGRUVZ7WPt2rXMnj2b2rVrW6YzTE+LFi2oVq0aFy5cyNT+2rVrh52dHW3atGH9+vVcvHiRP/74gy+//JJly5bRuXNnAKpUqcKiRYs4fPgwf/75JwsWLKBGjRoAbNiwgYiICNq1a0dQUJDVq0OHDnh4eDzyRODDCAkJYdasWfj5+T2SUW2361yxYgVhYWGW45Ge8PBwNm/enOaVEWfOnGHEiBG8+OKLvPvuu1y/ft0SI4/iOWaSeWs3HGXg6BUkp9wZbrx4xX6iYxKoU6MIADci4hgwcjm79p6xlLl2I5aVoX9Su1oQBoMBZ2cHyj+Xn3Ubj1olnddtOIqnhzOligU8vk7JU2/tvlgG/nCN5NQ7sbZ4ewzR8UbqPOcOwI2YVAb8cI1dJ+48A+JaVAor98RSu5Q7BoOBhGQjfWdfZdF268+fbUfN2xTJaz0ntMi/oc9b+a8KfqUTlXqM4a/1C1nTvRHJ/3jmU9iuUHKXrYGLz50L6oBKL+Lk7snFnestZZw8vMj7fD1LGRefbOQqU52Lu0IBCD+0g+RbsRSs08yq/gK1XuHyvs0Yk63vLhW5n3KvdqTeh6M5vHYRP3RunObZUKd3rKdA+Rq4+d6J20JVXsTZ3ZPT20P/LhOKs4cXhaveiVs332zkL1ed0zvWP56OiNxl7ZFkBi6Ltz7H3Z9MdALUCTZPYHQjzsSAZQnsOnvnfOJajJGVf6ZQu4gDBoOBIU1cWNjJ3epVK8iB7B4GFnZyp2U53Rgqj5auz8QW6frMNmj6vkfIzs6OL774wvKMonHjxuHg4MCzzz7L1KlTqVOnzgPrMBgMDB8+nKZNmzJ48GCmT58OwJUrV6hWrVq627zxxhsMHDgwTTk7Ozu8vb2pWLEiP/30E6VKlXok/ezWrZvlvYODAzlz5qRx48b07NnzgdvensYvM3LlysXChQv54osvGDFiBNeuXcPZ2ZnnnnuOr7/+mgoVKgDQv39/hg4dSrt27TAajdSpU4d+/foB5qn7ChYsSNWqVdPU7+HhQYsWLZg9ezaXLl16YOIwKzVs2JAJEybw9ttvP7I6a9euzYABAwgJCbnv6KXt27ezffv2NMuPHz/+wH2sXbuW5ORkQkNDCQ0NtVr3yiuvMGrUqMw3XP6V1i+XY+GyffQb/gvNG5fm2Mlwxk//lYZ1ilOxTAEASgTnpmypQIZ8voo+77+Ig70dE2f8hoO9Hd061rLU1eXt6rTrMYcPBiyieePS7P/jIl//uJ0Pu9TB1UVzmcuj07q6Fwu3RdNv9lWaV/Hk2MUkxi+9QcNyHlQMMk/nUCKfM2ULuTDkx2v0aeaPg72Bib/cwMHOQLfG5rub8vg50ryKJ9NWReBgb6BYoBN7TiUwc20kr1bxpHBuXbDLo6PPW/kvcvXPyfM9Pyfm0hmOLJyOf3BZq/UxF09zdPEMirV8n5Cpa9g3axgu3v5U6DqSC9tWc/WPHQBc2b+VS3s2Umvo9/w+tR8JUTco22kgSTGRHF08A4DUxHj+mDueMh0GYExOIvzQDoJeeptsRcuysnPdx953sV3u/jmp3+dzIsLOsHveNHIXs57lI+LCX+xZMIOKr71Hmxmr2fTlcFx9/Hix50hOblnNxYM7ATi/dytndm+k2cjZhE7oR3zkTWp2+ZSEmEj2zJ/xJLom/+dal3di4b5k+i2Np3kZJ45dSWX8+kQaFnegYgHz13Il8thRNtCeISvi6VPPBQc7mPhrIg520K2W+Qv7Z7LZp6nbx9WAoz2UDEi7TuTf0vWZ2CJdn9kGg+le862JiPxHmG7MfdJN+E/bte8sbbt+z+ypb1GpbAHL8m27TzP+y984feYa2fw9eDnkOd5tWw1HhzsXLNdvxjJy0jq27T6NyQSVyhagZ+faFMznb7WP0E3HmDJrI2fO3yBndk9eb1aB9q9XflxdtCkG/zcs702//ftnwz2tdp2Ip+2ES8zumYdKQXfmD9929Bbjl97k9OUksnnZ8/Lznrwb4ouj/Z2RvtejUxi58Abbjt7CBFQKcqVnUz8K5rxzMZOUYuKb0Eh+3hnDpZvJ5PZ1oGU1L9rX9dFc++kw1F5lea/P3HvT5+1/y92ft7Mq6qLwbkFN3qbGpzPvuX7TkA6cXPk9vs8U5/le48hZqjLJcTGc3bSM3ZM/IvnWnZkYnDx9eP6Dz8lf8yUMdnaEH9zOzgm9iTp/4k6FBgOl2/Ul+OWOuPhkJ/LMUfZ8OZCLO9ZmZTdtVsfdyZb3Q0rpi7jbSr/clqZD7x23Swd04OCyOWQvXJwGH31O4HOVSbwVw/HflrFu3Mck3RW3Lp4+1OszluDaL2Ew2HHhwHbWju3DjbMn0q27ZpdPqdXlU/0+7mPQoTujHk0/VXiCLflv23UmhbazbzG7rRuVCt65D3zb6RTGr0/g9DUj2TwMvFzaiXerO1mf48YaGbkmgW2nU83nuAXs6VnHmYLpJKNu6/tzPLvPpvBbz3vPWvP/zPDa75b3uja7P12f/bfo+ixjdH3233L39dkDyyopJSL/dfoDLLZESSmxRbroEVukpJTYKiWlxBYpKSW2SEkpsVW6PhNblJmklKbvkydm//79tG/f/r5l6tev/1infitfvjypqan3XO/v78/69ZqHXEREREREREREREQks5SUkiemWLFiLF269L5l3N3dH09j/rZkyRLuN3jQ3l7zNIuIiIiIiIiIiIiIPAwlpeSJcXZ2Jn/+/E+6GVby5cv3pJsgIiIiIiIiIiIiIvJUsnvSDRAREREREREREREREZGnn5JSIiIiIiIiIiIiIiIikuWUlBIREREREREREREREZEsp6SUiIiIiIiIiIiIiIiIZDklpURERERERERERERERCTLKSklIiIiIiIiIiIiIiIiWU5JKREREREREREREREREclySkqJiIiIiIiIiIiIiIhIllNSSkRERERERERERERERLKcwWQymZ50I0REREREREREREREROTpppFSIiIiIiIiIiIiIiIikuWUlBIREREREREREREREZEs5/CkGyAi8iCmG3OfdBNEMszg/4blvWJXbMXdcRvVL/cTbIlIxnmPvGx5P6SU0xNsiUjmDDqUZHmvcwWxFTrHFVukuBVbZRW758Y+wZaIZJwhf58Ml9VIKREREREREREREREREclySkqJiIiIiIiIiIiIiIhIllNSSkRERERERERERERERLKcklIiIiIiIiIiIiIiIiKS5ZSUEhERERERERERERERkSynpJSIiIiIiIiIiIiIiIhkOSWlREREREREREREREREJMspKSUiIiIiIiIiIiIiIiJZTkkpERERERERERERERERyXIOT7oBIiLy71y5Gk2TN6czdVQrKpUtYFm+YdsJpn2zmeOnw/H1dqNB7WJ07/QC7m5OljLh16IZM3U9W3eeIiXVSOkSefng3dqULJrHah9bd51m4owNnDpzFX8/D15vXp72r1XGYDA8rm7KU0ZxK7bI4JUbzw82EDenHalndliWOwTXxbl2L+xzFcV06ybJf6wgIXQ0JN26a9tcuIR8ikPQCxjsHEg5v5fEdaNIDTtotQ/7wLK41P8E+8AymBLjSDm5gYRVQzHF3Xhs/ZSnhMFAuVc7UqFVZ3zzFiTu5lWOb1jOhmlDSYqLAcA3sBD1P/qc/GWqYkxN4UjoYkInfGJZD+Do6s6LPUdQtO4rOLl5cG7vFtaO7cONsyfS3W1QzUa8NuVnhpRySne9SEbpXEFskeJWbJViV2zRlWtxNHlnMVMH16XSc3fibcPO80ybu5/jf93E19uZBtWfofvb5XB3dbSUCb8ex5iZu9m656I5bovm4IN25SkZlD1T+5KHo5FSGdCmTRuKFCli9SpRogS1atVi6NChxMfHW5Vfv349nTp1omrVqpZyn3zyCefOnbMqV7t27XTrHDRoEDdv3rxv2eDgYMqWLcubb77J77//nqn+REdHM2rUKGrXrk2JEiV4/vnn6dq1K0eOHEm3/LZt2yhSpAjvv/9+pvZz25QpU9Icv5IlS1K/fn2+/PJLjEZjmm0iIiKoVq0au3btSrMuKSmJWbNm8fLLL1OmTBkqVapE27ZtWbdu3X3bMXDgQPr27Zvuuu3bt9O5c2eqVKnCc889R8OGDZkyZQqxsbFW5fr27UubNm0y3Pfp06dTpEiRDJe/bd++fbRp04Zy5cpRvXp1+vfvT2RkpGW90Whk8uTJVK9endKlS9OpUycuXLiQpp4//viDXr16Ub16dUqVKkW9evUYNWoU165dsyp3+3fUpEmTdNtz4MABihQpQu3atS3Lbsfkt99+m+42AwcOpEiRIkyZMiXT/ZeMuxweRYcPfiAmNtFqeeimY7z30TzcXJ2YOOxV+vWoz869Z2nX/XtSUsz/52JiE3i983fs+P0verzzApNHtCBvHl/avPcdh46EWeo68OdFuvT5iWfy+zNlZEua1CvB51+sZ+acbY+1r/L0UNyKLTJ458G9/TwMrt5Wyx2KheDWZjYkxXHrp3eJXzEQh0JVce+4EOzszYWcPfF49xccCtcgMXQ0t+Z2xBhxHvd3fsY+b2lLXXZ5SuHeaRGmpDhu/dCehDXDcShcE7c26f+tFbmfqu1607DfJE5uXs28Hq+yffYESjV5k5bj5wPg7OlN21lr8fDLwdIBHfh18gCKN2hJi89/tKqn+eg5FKvXnPUT+/Nz//Z45gig7ax1uHj6pNln/vI1aDbq+8fRPXnK6VxBbJHiVmyVYlds0eWrsXTot5qYuCSr5aFbz/LeoHW4uTgwcUBt+nWuzM6Dl2j30SpSUv+O27gkXu+5nB37wujRthyTP61D3lyetPlwBYeOXc3wvuThaaRUBoWEhNC/f3/Lz7du3WLr1q2MHDkSo9HI4MGDARg+fDgLFiygY8eO9OzZEx8fHy5cuMC3335L8+bNmT9/PoUKFbLU0759e9q3bw9AQkICJ06cYOzYsbz55pvMnz8fT0/PdMuaTCYiIyMZP348HTt2ZPXq1eTJk7EsbZcuXUhJSWHEiBEEBgZy48YNZs6cyRtvvMGiRYus2gewZMkSChYsyMaNGwkPDydnzpyZPn65cuVi0aJFlp8TExPZtGkTw4cPx9HRkQ4dOljWhYeH06VLlzSJE4DY2Fjatm1LZGQk3bp1o1y5cty6dYt169bRq1cvWrZsycCBA622MRqNTJw4kfnz5/PKK6+kqXPGjBlMmTKFdu3a0aNHDzw8PPjjjz+YPHkyK1euZPbs2Q/V50OHDjF16tRMb3fmzBk6dOhA8+bNGTx4MBEREQwZMoQePXowe/ZsAKZNm8aPP/7IqFGjyJUrF2PHjqVjx44sX74cJyfz3SpLly5lwIABNGvWjC+++AI/Pz9OnjzJtGnTWLFiBV9//bVVwszR0ZETJ05w5swZChYsaNWmVatWpXvniqOjI2vXrqVdu3ZWy1NSUli3bp3udslCRqOJpasPMmZqKCZT2vVTv95EoQLZmTnhDZwczV+Kli+dj3otprBk5QFaNi3L4hUHCLscyY9fvk3ZUvkAqFqxEBGRtxg5aS0/zTB/3kyZtZGiQbkYM8j8/6f684VJSTEy4/utvNWqEi7OjmkbIJIOxa3YJIMBxzItcGk4CNL5s+ZS90OM104S9+3rkJoMQNzZXXj23oljudYk/z4Xp/KvYeeXj9gvXyL1nPlmopRTm7Fz88Ol0RDiZjQFwDVkAKmX/uTWnLe5/Z/ElBiLa+OhGHwDMUWkvQFFJF0GA1Xb92bvopn8OnkAAGd2/UZ85E1eHTuX3MXKUqhyXVx9/JnRqhLxkeaReNHhYbwxbTmBpStz4cAO8paqRJFajZn7XhNObV0LwPl9W+mx+gQVWndmy8xRADi5eVCtw0dUbdebhNioJ9NneSroXEFskeJWbJViV2yR0Whi6fqTjPlqV/px+8M+CuXzYeaIBnfitmRO6rVdwJK1J2jZMJjFa44TFh7LjxMaU7Z4LgCqlstLRFQCI7/cyU8TX8rQvuThaaRUBrm4uJA9e3bLK3/+/Lzxxhs0adKEVatWAbBu3TrmzJnDhAkT6N69O8WKFSNPnjxUqlSJ6dOnU7hwYSZPnmxVr5ubm6XOwMBA6tSpwzfffMPly5eZNWvWPcvmyJGDoKAghgwZQkJCAqGhoRnqx4kTJ9izZw+DBg3i+eefJyAggFKlSjF+/Hi8vLxYsGCBVfno6GhCQ0Pp3Lkzrq6uLFy48KGOn729vdXxy5s3L2+88QaVK1dm+fLllnKLFi3ipZdeumc9Y8aM4dq1ayxcuJCXX36ZwMBAihQpQrdu3Zg6dSpz585l5cqVlvKnT5/m9ddfZ+HChekm7fbu3cuECRMYOXIkH374IUWLFiUwMJCGDRuycOFCjEYjn3zySab7e+vWLfr06UP58uUzve3SpUvJkSMH/fv3p1ChQpQvX55Bgwaxc+dOLly4QFJSEt988w3du3enVq1aBAcHM2HCBK5cuWIZLXbhwgUGDRpE165dGTp0KKVKlSJv3ry88MILzJ07l8DAQD788ENSU1Mt+82RIweFCxdmzZo1Vu0xmUysWbMm3b5UrlyZAwcOcOXKFavlO3fuxM3Njdy5c2e6/5Ixx0+FM3jsSpo2KMWYgS+nWf/X2WtUrfiM5Q8wQDY/D57Jn51N208CcPrsdbw9XSwnjrdVKleA/X9cJCo6nqSkFHbvP0fdGsFWZeq/UJS4W0nsPXj+0XdOnlqKW7FFdrmK4fryaJL3LyR+Qbe067M/S8rJjZaEFIAp9jqp107iWKQuAPY5nsV4K8KSkLot5a9tOBSoCC7eGNx8sX+mCkk7Z3P3FU/K4VXEjC6vhJRkirOHF4eWz+WPVfOsll8/cxwAv8BCFKryIuf3bbUkpABObw8lMTaaZ6uHAFCoaj2SbsVyevuda41bEdc5u2czhas1sCwr06wdZZu3Z9WI7uz+aVpWdk2ecjpXEFukuBVbpdgVW3T8zE0GT9pG07rPMubjWmnW/3U+kqrl8lrHra8bz+TzYdMu8zXV6fOReHs6WxJSt1UqnYf9R64SFZOYoX3Jw1NS6l9ydnbGwcE84Gz27NlUqlSJOnXqpClnMBiYNGkSI0aMeGCdefLk4cUXX7RKrtzL7X3fHh3zIHZ25l/5pk2bMN31hYejoyM//PAD77zzjlX5FStWkJycTI0aNXjhhRdYtGiRVSLj37K3t7dqe2hoKD179mTSpElpysbExPDzzz/Tvn17/Pz80qyvVasWlStXtowmAnNypFChQqxYsYK8efOm2eaHH36457R1np6evP/++2zdupXTp09nql+fffYZQUFBNG3aNFPbAbz00kuMHj3aapTR7fdRUVEcO3aMuLg4KleubFnv5eVFsWLFLFM5zp8/H1dXV6sRaLc5OTnx4YcfcvLkSbZtsx4m3aBBgzRJqb1792I0GqlQoUKaukqVKkWePHnSbLNq1SpCQkI0UioL5c7lzboF3ejXoz4uLmnvKPLxceNSuPWdyskpqVwOj+LCpQgAfH1cibuVRFS09RSk5y+apw+9eDmSC5ciSE5OpUA+f6sy+fKa/w+eOa9nnEjGKW7FFpkiw4j5vAoJKwdjSopPu/7WTex8/nGOYeeAnXcAdn7mi3Nj3E0Mzh7gYj31n51/AfO/fvmwy1UUg509prgbuLb6Aq/BJ/EafArXFpPBxStL+iZPr8SYKNaM7sWFAzuslgfXNt/8dfX0EbI9E8yNsyet1puMRiLCzuJfIAiAbAWDibh4BtM/ptuOuHCabH+XATixcSUTGzzL3kXWN9WJZJbOFcQWKW7FVil2xRblzu7Ouu9a0q/z87g426dZ7+PlwqWr1o9jSU4xcvlqLBeuRAPg6+1ijtsY6ykrz18yr794JSZD+5KHp6TUQ0pJSWHjxo388ssvNG3alJSUFPbt20eVKlXuuU3OnDlxd3fPUP1BQUFcuHCBuLi4e5YJDw9n6NChuLm5UbNmzQzVW7hwYWrXrs3EiRN54YUX+OSTT1iyZAnh4eEEBgbi72/9B2Lx4sVUrFgRPz8/GjZsyOXLl9m4cWOG9nU/CQkJLFmyhG3bthESEmJZPmPGDFq3bp1uMuPQoUMkJSVRrly5e9ZbuXJlDh06RHKy+W7lN954g88++yxNv27bs2fPA+sD8zOeMmrdunVs2rSJoUOHZnibuxUqVIjSpUtbLZs5cybZs2enSJEillFJ/xyFlCNHDsu6PXv28Nxzz+HomP7w57Jly+Ls7JymXw0bNuTYsWOcPXvWsmzlypU0aNDAktD8p5CQEKukVFJSEuvXr6dRo0YZ6q88HB8vV3LluPeXlM0blSZ04zFmztnGzYg4Ll2JYsCI5cTEJRAfb/7/8VL9UhjsDPTov5CTf10lOiaB5Wv/4OdVBwGIj0+yzCnt4e5sVb+7m/nn2DjrP+Ai96O4FVtkio/EFH35nuuT9szDsUQjnGq8j8HdH4N3AK7Nx2Nw8QQnNwCSDywGkxH3N2ZilyMIXLxwLN0Mp3KtADA4uWHnbj5XcW0+HpLjiZvTjoRVQ3Es+iLubedkfUflqRdQsgJV2/fh+MYVXDt1GBcPbxLjYtKUS4qLwdndPIW4i6cXibHRacokxsXi7HHn8zzi4l+kJKRN2opkls4VxBYpbsVWKXbFFvl4uZAr+72/X29eP4jQrWeZOf8gNyPjuXQ1lgHjNxMTl0x8QgoAL9UpbI7bYb9y8mwE0bGJLP/1FD+vOwFgKfegfcnD0zOlMmj58uWsXbvW8nNCQgJ58uShQ4cOdO7cmZs3b2I0GtOM4Bk6dCg///yz1bL9+/c/cH9eXuY/CrGxsZZE1owZM/jmm28Ac1IsKSmJQoUKMXHixAw/Twpg6tSpzJ8/n+XLl/PLL7+wePFiDAYDISEhDBs2DA8PD8A81d+ff/7JsGHDAKhWrRo+Pj7Mnz8/3dFg93Pp0iXKlClj+fnWrVt4enrStm1b3nrrrQzVERFhvgvj9rFJj6+vLyaTiYiICHLkyJGhOu9+bld69QHcvHkzQ20MDw9n4MCBjBkzxrLtvzV69Gg2btzI1KlTcXR0JD7efMH/z9Fxzs7OREWZ72CJiIhId2TYbXZ2dnh7e6fpV6FChQgKCmLNmjV07tyZ1NRU1q5dyxdffMHWrVvTrSskJISvv/7a8ryxbdu24efnR7Fixf5Nt+Vf6tqhFqmpRibP3MC46b/i6GBHi5fKUqd6EU6duQ5A4YLZmT6mNQNHr6DJm18CUDw4N9061uKzCWtwcXEkKfn+IyPtNBpOHiHFrdiixF8/Bzt7XF78CNeQAZhSkkj6fS7JR9din8M8ksR49QS3vm+L6ytj8ey5CYCUiwdJCB2L60ufmUdg2Zv/rqeGHSJ+SW/z+9NbMSVE4fbalzg8W5OUk5ueTCfF5gWWrsxrU5cSGXaWXz7tCIDhHjccAZhM5pFRBsN9yvxj9JTI46BzBbFFiluxVYpdsUVd3ypLqtHI5Nl7Gff17+a4DSlCnSr5OHUuEoDC+X2ZPqQeAydtpck7iwEo/mw2ur1Vjs+m7cDFWSmTrKYjnEG1a9emd+/emEwmDh06xGeffUaVKlXo3LkzDg4O+Pj4YDAYiIyMtNqua9eutG3bFjCPoPn8888ztL+YGPNdi7cTRACtW7emTZs2gDmp4OPjc9+Eyr3Y29vz+uuv8/rrrxMbG8uePXtYvXo1v/zyCyaTiYkTJwLmUVKOjo7Uq1cPwPJ+0aJFhIWFERAQkOF95siRgzlzzHf5GgwGyzO6MjO92+2E3+3ES3puH/+MHhc/P7/71nd7XUbqM5lM9O3bl5CQEGrUqJGh/d9PcnIyAwcOZOnSpQwbNoy6dc3PpXBxcQHMI5JuvwdITEzE1dUVeHC/TCYTMTEx6farQYMGrF27ls6dO7N7925cXFwoU6bMPZNSJUqUIDAwkLVr1/LWW2+xatUqjZL6D3BwsOPD9+rStUMtLlyKIEc2T7w8XXizy3d4e92Jm2qVCvHr4u6EXY4EIG8eXxavMCfOfbxciU8w3/0UdyvJqv7YW+Y7mTw9XBB5VBS3YpOMqSSuHUHir+Ow88uPMfoKJETj/s7PmG5FWoqlnNxEzJiKGHwDATBFXMCxXGvz+/gITInmKSaSj623qj75xAYA7HKXACWl5CEUr9+CpsNmcePcSeZ2aUx8lPmmpISYKJzdPdKUd/bwIvrqJXOZ2Gjc/XOmLePuSULsvc81RbKKzhXEFiluxVYpdsUWOdjb8WGHinRtU5YLl2PI4e+Gl4czb/ZagbfnndF61crn5dfvWxF2xXwdlje3J4vXmJ+/6uPpnG7d8uho+r4Mcnd3J3/+/BQoUICXXnqJSZMmsWjRIoYPHw6YR62ULFmS3bt3W23n5+dH/vz5yZ8//z2nkEvP4cOHKVCggNV0f97e3pa6AgMDHyohtW7dOqZNu/PwYQ8PD2rVqsXo0aNp164dmzaZv+xITk5m2bJlJCcnU6VKFYoVK0axYsVYtGgRRqORBQsWZGq/Dg4Olrbny5ePHDlyZPp5QyVLlsTZ2TnNMb7b7t27CQoKsiRnHqR8+fKW5zDdqz6A55577oF1Xbp0ie3bt7NkyRLKlClDmTJlGDRoEABlypRh2bJlGWoTmEfIderUieXLlzN+/HhatGhhWXd72r6rV69abXP16lVy5sxp6dft6Q7Tc+jQIeLj49PtV8OGDTly5Ajnzp1j1apVNGzY8IHtvT2FX2JiIr/++muGtpGstWvfWbbsPIWzswOFC2bHy9OFlBQjJ/66SvEi5hi6dCWKRcv3k5xiJG8eX/LmMY/uO3z8Ct5ergTk9iFfgB/29gbLfNC33f75mQLZHm/H5KmmuBVbZF+wMg7P1oKURIxXT0BCNNjZY58rmNRLfwBg8A7AsfxrYO+IKeICpgjzA3btA0pivHUTU8QFjDfOmMs6WI+ENtj/PRVvSsJj65M8PSq37Unz0XO4eGgn37WrTez1K5Z1N86ewDewkFV5g50dPgEFuH7m2J0yAQXgH+ftfvkKcf2vY1nefpF/0rmC2CLFrdgqxa7Yol0HL7Flz0WcnRwonN8XLw9nUlKNnDh7k+KFzbF26Wosi1YfN8dtbk/y5jZ/x3741A28PZ0JyJX2xi15tJSUekjPP/887dq146effmLz5s0AvP3222zdupUtW7aku83ly/d+HsHdrly5wq+//kqTJk0eWXvvrnvatGnptsXLy8uSONu4cSM3b95k0KBBLF261PL65ZdfCAoKYvHixaSkpDzy9t2Pp6cnzZo149tvv7UkZIxGIw0bNmTs2LGsX7+erVu3WkaTZUSbNm3466+/WLx4sWXZuHHj6NChA/v27WPq1KmUKVOG4sWLP7CunDlzsm7dOpYtW2Y5Xt27dwdg6dKl1K5dO0NtSkpK4t133+XQoUN8/fXXVs/cAggODsbDw4Ndu3ZZlkVHR3PkyBEqVKgAQMuWLUlMTOTLL7+0lPnxxx9p3bo1O3bsYNy4cQQEBFCrVq00+y9YsCDBwcGsWrWKdevWZWjUU0hICPv27WPx4sUEBgZSqFChB24jWWvthqMMHL2C5JQ7w+QXr9hPdEwCdWoUAeBGRBwDRi5n194zljLXbsSyMvRPalcLwmAw4OzsQPnn8rNu41FMJpOl3LoNR/H0cKZUsYyPmBR5EMWt2CLHko1xbfY52N2ZgMCx3GsYXH1IPmJ+5qKdRzbcmo/H4ZmqljIGj+w4PvcyKUfWAeYp/ow3z+NYqqlV/Q5FzSPWU87sQiQzyr3akXofjubw2kX80LlxmmdDnd6xngLla+Dme+eLoEJVXsTZ3ZPT20P/LhOKs4cXhavWs5Rx881G/nLVOb3DelSfyOOgcwWxRYpbsVWKXbFFa7ecZeCELSSn3JlqevGaE0THJlGnan4AbkTGM2DCFnYdvPP9+LWbt1i54TS1K+fL9EAKyTxN3/cv9OjRg19//ZXBgwezfPlyGjVqxJ9//kmXLl1o27Yt9evXx9/fn3PnzrFgwQJWr17N888/b1XHrVu3uHbtGmB+TtXx48eZOHEiefPmpV27do+8zc2aNWPevHm0adOG7t27U6ZMGeLi4ti7dy9fffUVAwcOBMxT9+XOnZtWrVphb29vVUe7du3o168f69evp0GDBo+8jffz0Ucfcfz4cVq3bk337t0pV64cXbp0YfDgwcyaNYty5cpZjSp6kDJlyvDRRx8xaNAg/vrrL5o0aUJISAh79uzhtddew8HBIc0Ip8jISEsi8m4VK1Ykf/78VstuJ/n+ufx+ZsyYwd69exk3bhzPPPOMJT7APFrOycmJN998k88//xw/Pz8CAgIYO3YsuXLlsky1GBgYyIgRI/j444+5evUqLVu2pGLFimzdupW3334bgG+//TbNc6luCwkJYebMmeTIkYOiRYs+sM1FixYlf/78jBs3jnfffTfDfZWs0/rlcixcto9+w3+heePSHDsZzvjpv9KwTnEqlikAQIng3JQtFciQz1fR5/0XcbC3Y+KM33Cwt6Nbx1qWurq8XZ12PebwwYBFNG9cmv1/XOTrH7fzYZc6uLo4PpkOylNJcSu2KGnX9zhVeAPXFpNI2vMT9rmL41L/E5IOLiX1zA4AUsMOknJ2N64vjyJ+1TAwpuBSry+kppKw/s7UzvGrh+L22le4vvYlSbvnYp8zCJd6fUn+YwXGy38+qS6KDXL3z0n9Pp8TEXaG3fOmkbtYGav1ERf+Ys+CGVR87T3azFjNpi+H4+rjx4s9R3Jyy2ouHtwJwPm9WzmzeyPNRs4mdEI/4iNvUrPLpyTERLJn/own0TX5P6dzBbFFiluxVYpdsUWtGwWzcPUx+o3dRPMGQRw7fZPx3/xOw5rPULGUeYRfiWezUbZ4ToZM3kafThXNcfvtHhzsDXR7q9wT7sH/ByWl/gVnZ2eGDRvGW2+9xYQJExgwYAAff/wx1apVY968ebz//vtERETg4+ND6dKlmT59eprRMt988w3ffPMNYH5mU+7cuWnYsCHt27e3mrrvUfHw8ODHH39k+vTpfPHFF1y+fBl7e3uKFi3K2LFjqVu3LtevX2fLli1069YtTUIKoHHjxowfP5558+Y99qSUm5sb33//PXPnzmX27NkMGTIEBwcHihQpQvny5Zk/fz7vv/8+gwYNskxl9yDt2rWjePHifPvtt7Rv357Y2Fhy587N22+/zaFDh3j33Xf55JNPLL+7EydO0KlTpzT1/Prrr+TNm/df93HFihWYTCZ69eqVZt33339PpUqV6N69OykpKQwYMICEhAQqVKjA119/jaPjnT/kDRs2pGDBgsyaNYv333+fyMhIsmfPTqtWrbh27Rp9+vShV69eNG/ePM1+GjZsyIQJEywJrIwICQlh+vTpmrrvPyKoUA6+HNua8V/+Rpc+88jm78G7bavzbttqljIGg4HJI1owctI6Bo1ZgckElcoWYPLI2uTJ5W0p93z5gkwe0ZIpszbyft8F5MzuSZ/3X6T965WfRNfkKaa4FVtkDD/Ordlv4Vz/E9zf+h5T7FUSN04iccNkq3K35nbApdEQXF8ZAwZIPb2dhLkdMEWFWcqk/LmSW3Pa4ly7F+5tv8cUH0nSru9JWDf6cXdLbNyz1Rvg6OqGb0BB2s/emGb90gEdOLhsDrM71qPBR5/TbORsEm/FcGTdYtaN+9iq7IKeLanXZywv9hqFwWDHhQPbWdTndRJiIh9PZ0TuonMFsUWKW7FVil2xRUEF/fhyaD3Gf7OHLgPXkc3XjXdfK827r5W2lDEYDEweWIeRX+5i0KSt5rh9LjeTB9UlTw5N3fc4GEx3j5sUsXEREREsXLiQN998Ezc3t39dn8lkIjQ0FE9PTypXfrr+UO7YsYPo6Gjq16//pJvyQKYbc590E0QyzOD/huW9Yldsxd1xG9Uv9xNsiUjGeY+8M93GkFLpj/4W+S8adOjOc191riC2Que4YosUt2KrrGL33Ngn2BKRjDPk75PhshopJU8VX19f3nnnnUdWn8FgsEyJ97R52pJsIiIiIiIiIiIiIvLfpqTUUyI8PPyBU+mVLFmS77///pHtc9WqVfTv3/++Zdq1a0f37t0f2T5t2ZP4HYmIiIiIiIiIiIiI/FcoKfWUyJYtG0uXLr1vGWdn50e6z5o1az5wn15eXo90n7bsSfyORERERERERERERET+K5SUekrY29uTP3/+x7pPd3d33N3dH+s+bdmT+B2JiIiIiIiIiIiIiPxX2D3pBoiIiIiIiIiIiIiIiMjTT0kpERERERERERERERERyXJKSomIiIiIiIiIiIiIiEiWU1JKREREREREREREREREspySUiIiIiIiIiIiIiIiIpLllJQSERERERERERERERGRLKeklIiIiIiIiIiIiIiIiGQ5JaVEREREREREREREREQkyxlMJpPpSTdCREREREREREREREREnm4aKSUiIiIiIiIiIiIiIiJZTkkpERERERERERERERERyXIOT7oBIiIPkjzx2SfdBJEMc/zgpOW9YldsheJWbNHdcXu+k/cTbIlI5uSbGWV5b7ox9wm2RCTjDP5vWN7rXEFshc5xxVbdHbs6VxBbcfe5woNopJSIiIiIiIiIiIiIiIhkOSWlREREREREREREREREJMspKSUiIiIiIiIiIiIiIiJZTkkpERERERERERERERERyXJKSomIiIiIiIiIiIiIiEiWU1JKREREREREREREREREspySUiIiIiIiIiIiIiIiIpLllJQSERERERERERERERGRLKeklIiIiIiIiIiIiIiIiGQ5JaVEREREREREREREREQkyzk86QY8Cm3atCEgIIBRo0alWde3b1/CwsKYM2cOtWvXBmDZsmV4eHjcs9ztOnfv3n3Pfe7YsQM/Pz9LuTZt2jBgwIA05b766ivGjRvHK6+8wqhRo7h48SJ16tSxKmNvb4+3tzeVKlXio48+Ik+ePAAUKVKEkSNH0qxZs3TbMGXKFKZOnZqmLi8vL8qWLUu/fv0IDAxMs92HH37IihUr+OKLL6hbty4Au3bt4q233rpnfwFGjhxJxYoV07T/brVq1WLGjBn3reduhw4d4osvvmD//v3Ex8eTJ08e6tWrx7vvvpvmd3SvtmfGjRs3GDVqFFu2bCExMZEKFSrw8ccfU6hQIQCWLFlCv3798PHxYdu2bTg4WP8XCQ8Pp1atWhiNRo4fPw6Q6Ri427Zt22jfvj1169bliy++yHR/6tWrx7lz56yWvfLKKwwZMoSXX34Zg8HA0qVLcXJysiqzZcsWOnbsyPDhw2nRogVFihQBzDFVr169NPvp0KEDW7dutcTjwxwnyUIeuXBos5LU5V0wXbzzuWUo+AJ2ld7HkC0Y4iMwnlyNccdESL51Z1v3nNhX/xhDgepgcMB0ZT/GbeMxXf3zThl7JxzeO4DB3tFqt6akOFKmlc7avsnTS3ErtkhxKzbK3jcPuQfv4NoXb5B4YqtluUup+ng3/hinvMVJjb3BrT1LifrlM0yJcXe29cmNz6vDcClRF4OdPYl//U7Uz8NIOrcfAOegauTss/Ke+45cNoLo5aOzrnPy1LpyNZomb05n6qhWVCpbwLJ8w7YTTPtmM8dPh+Pr7UaD2sXo3ukF3N3uXPOEX4tmzNT1bN15ipRUI6VL5OWDd2tTsmgeq31s3XWaiTM2cOrMVfz9PHi9eXnav1YZg8HwuLopTyOdL4gtUtyKDdK5gu16KpJSmREWFsaYMWMYOnToA8uGhITQv3//dNf5+vpa3js6OrJu3Tr69++fJiBXrVqVbpBOmTKFMmXKAGA0Grlw4QL9+/fn3XffZdmyZRkO7Fy5crFo0SLLz8nJyRw9epRhw4bRuXNnVqxYYVVXTEwM69evp2DBgsybN8+S2ClTpgxbt965QP3ss8+4cuUKU6ZMsSzz9PTk+vXradp/N2dn5wy1G+DkyZO0adOGN998k169euHm5sbRo0cZOXIkBw8e5Pvvv7cqf6+2Z8b777+P0Wjkq6++wt3dnUmTJvH222+zbt06XF1dLeXi4uLYuXMn1apVs9p+zZo1mEymNPU+TAyAOQlWsGBBNm7cSHh4ODlz5sxwX27dusWFCxeYMWMGxYsXtyx3cXHB2dmZESNG8PrrrzN9+nR69Ohh1bdBgwbxwgsv0KJFC6s+rF27Nk1SKiIigl27dqXbhsweJ8kCHrlweOVbDM5eVosNhV7EvvFUTBd3kbqqO9g5YV/pPQx5vid1fiswpYKTBw4tfwJHN4zbJ2CKPIehcH3sW/xI6qI3MYUfMtflH4TB3pGU1R9C1Pk7OzGlPs6eytNEcSu2SHErNsreN4AcHyzBzs3HarlrmcZk6zyHxBNbuT7jbbB3wrtxH5wLVSJ8dD0wpmJw9SLnx2sxOLkRtXQ4KeGncS33Ejn6rOLq541IOruPpPMHuTIy7U1rPk0/xalAGW7tXpRmnciDXA6PomPPucTEJlotD910jO6fLKBimQJMHPYqScmpTP9uC/v/+J4fv2yPg4MdMbEJvN75O+Ljk+jxzgvkD/Rj3cZjtHnvO77/oi2ligUAcODPi3Tp8xMhdYrT451a7D14ns+/WE9qipF33qqWXrNEHkznC2KLFLdig3SuYNv+75JSgYGBzJ8/nwYNGlClSpX7lnVxcSF79uwPrLNSpUps376dffv2Ua5cOcvyM2fOcPbsWauEwW3e3t5WdefMmZOuXbvSu3dvjh8/TnBwcIb6Y29vn6aNefLkISYmho8//jhNXStWrMDe3p733nuPjz/+mIsXL5I3b16cnJys6nFxccHR0fGe/f9n+x/GkiVLyJ8/P3369LEsCwwMxMXFhU6dOnHs2LEMtT2joqKiCAgI4N133yUoKAiA9957j6ZNm3Ly5ElKlSplKVu5cmXWrFmTJtmyevVqypcvz++//261/GFiIDo6mtDQUIYOHcrw4cNZuHAhXbt2zXB/Tp06hdFopEyZMnh7e6dZX6ZMGd5++21mzpxJw4YNefbZZwEYP348t27dYtiwYVblK1euzIYNG0hMTLRKLq5bt47SpUun6fPtbTJznORRMmAo9gr21T8G0iY97Z/vBjdPk/pzBzAmA5By6Xcc3v4VQ/HmmP5cgF3xVzF4B5IyvxWmy/sAMJ3fhsHVF7uan5C6oLW5suxFMaUmYzq1BlKTHlcH5amkuBVbpLgVG2Uw4F75NXxeHQ7p3CDl3aQvyVeOc3ViM0g1x27iye3kGXEA96pvErdlNh5V38QhW36ujKpH0mnzTUoJRzdg7+GPb6uRhI+ujykhhqS/9ljV7fpcCC7FanFt+lukhJ/O+r7KU8NoNLF09UHGTA0lvXvcpn69iUIFsjNzwhs4OdoDUL50Puq1mMKSlQdo2bQsi1ccIOxyJD9++TZlS+UDoGrFQkRE3mLkpLX8NKM9AFNmbaRoUC7GDHoFgOrPFyYlxciM77fyVqtKuDg7pm2AyD3pfEFskeJWbI/OFZ4O/3fPlHrppZeoXLky/fv3JzY29pHUmT17dsqXL8+aNWuslq9atYpatWrh5uaWoXrs7c3/URwd/31A356u7Z91LVmyxDIFn6OjIwsWLPjX+3pYBoOBsLAwTp06ZbW8SpUqrFy5koIFC1ot/7dt9/b2Zty4cZaE1M2bN/nuu+/IlSsXhQsXtiobEhJCaGgoKSkplmWXLl3iyJEj6Y7QepgYWLFiBcnJydSoUYMXXniBRYsWkZpqvkMkLi6OMmXK8OOPP1ptM3XqVKtp8bJly5ZuQuq2Hj16EBAQwKefforJZOLgwYP8+OOPDB48OE1S8Xa9W7ZsSdOHhg0bplt/Zo+TPELZg7GvPRTj0aWkru2Tdr1fIYzntlhOHAG4dQPTzdPYFawFgMGvEKaESMuJ422mCzuxy1MO/r5LypC9KET8pRNH+fcUt2KLFLdioxzzlsDvzQnE7fyJG1+/k3Z97iIkHP7VkpACMMZcI/nKCVxL1rOUSY2LsCSkbks4thnnws9j+MfoKwCDowu+r40h/tAa4vf98mg7JU+946fCGTx2JU0blGLMwJfTrP/r7DWqVnzG8iUTQDY/D57Jn51N208CcPrsdbw9XSxfMt1WqVwB9v9xkajoeJKSUti9/xx1a1jfDFr/haLE3Upi78HziGSKzhfEFiluxQbpXOHp8H+XlDIYDHz22WdERUUxevSjm9s8JCSEdevWWU1Ztnr1aho1avTAbY1GI0ePHmX69OkEBwenScZk1vHjx5k2bRolS5a0quvkyZMcOnSIBg0a4O7uTq1atVi8eDHJycn3qS3rtGrVCgcHBxo3bkzr1q0ZP348W7ZsITU1lcKFC1uN1nnUbf/000+pXLkyK1eu5LPPPkuTNKpbty5xcXFW09atWrWKqlWr4uXl9c/qgMzHwOLFi6lYsSJ+fn40bNiQy5cvs3HjRgDc3d1p0KABK1assNpm+fLlNG3aFDs7O44fP46bmxvdu3enWrVqNGnShO+++w6j0Wgp7+LiwogRIzh48CCLFi1iyJAhNGrUiAYNGqRpj6urK7Vq1WL16tWWZdevX2ffvn3pln/Y4ySPSPQlUr6ri3HzSEiJT7s+PgKDZ4D1MjsHDJ55MHiZnzVnio8AR3fLSaKFz99/lL3MIxEN2YuCMRX7V77F4f2DOHT+Hbs6w8zbimSG4lZskeJWbFTqjYtc6l+GyAX9MSWljd3U2Bs4+FlfiGPvgINfXhyyF7CUsXP2SJN8cshhvsZwyJY/Tb2edbpg75OHiHn9Hkk/5P9L7lzerFvQjX496uPikvZmTR8fNy6FR1ktS05J5XJ4FBcuRQDg6+NK3K0koqKt4/78xZsAXLwcyYVLESQnp1Ign79VmXx5/QA4c/7GI+uT/J/Q+YLYIsWt2CCdKzwd/u+SUgABAQF8/PHHLFiwwOo5Sv+0fPlyypQpk+Z193Rzt9WvX59r166xf7/5gb8nTpzg8uXL1KxZM926O3XqZKmvZMmSNG/eHF9fXyZPnoydXcZ/LZcuXbJqW/HixXnrrbcoWbIkX331lVVdS5YswdnZ2TKCpVGjRly/fp3169dneH/ptf/u1+bNmzNcR/78+Vm6dClt2rTh6tWrzJgxg44dO1KtWrU0o6AeZdsB2rZty+LFi2ncuDHvv/8+hw8ftlrv5eVFtWrVrEY+rVq16r5JxszEwIkTJ/jzzz8t9VWrVg0fHx/mz59vKfPKK6+wb98+wsLCADh06BBnz56lWbNmgDlRFx0dTf369fn666957bXXmDRpktVzwADKlStHmzZtGDx4MDdu3GDgwIH37ENISAgbNmwgKcl858qaNWssibP0PMxxkkckMQpir9xztfHwYuyerY9d+XfA1Q88c2NfdwQ4e4KjOQlrPLYMTCbsG00Bv8Lg7ImhyEvYFWsOgOHvcoZsweCTD9Pp9aQu7Yhx93Tsghpj//JM0hviL3JPiluxRYpbsVHGWxGkRly65/q4bT/gVu4lPBt8gJ2HP/Z+efFvOxU7Vy8MTuYviOJ2zgeTkeydv8cxTzAGV2/cKrXAo8qbANg5/2M2AHtHPOt05tbvi0m59leW9U2eXj5eruTKce+b25o3Kk3oxmPMnLONmxFxXLoSxYARy4mJSyA+3nzD4kv1S2GwM9Cj/0JO/nWV6JgElq/9g59XHQQgPj7J8vwJD3frZyK7u5l/jo2zfj6FyAPpfEFskeJWbJDOFZ4OT8UzpRwcHKxGh9zNaDTi4JC2m61atWLt2rUMGDAgzWiU22rXrk3v3r3TLE9vKjZ/f38qVKjA2rVrKVu2LKtWreLFF1+0TKP3T8OHD+e5556ztN/f3x8XF5d79vFecuTIwZw5cwBzgmrUqFG4ubnRq1cvq0RCSkoKy5Yto2bNmnh4eADm6drc3d2ZN28eISEhmdrv3e3/Z3syI3fu3PTv35/+/ftz4cIFtm/fzo8//sinn35Kzpw5qVmz5iNvO2CZru+zzz7j4MGD/PDDD4wcOdKqTIMGDRg9ejSDBw8mLCyMM2fOULt27TRT9N2WmRhYvHgxjo6O1Kv399Qof79ftGgRYWFhBAQEUKFCBfLmzcuKFSt49913WbZsGWXLliV/fvMdqTNnziQxMRFPT08AihQpQmxsLNOnT6dbt25WCcmePXsye/Zs3nnnnfuOYKpZsyYmk4ktW7ZQp04dVq1axauvvnrfY5nZ4ySPh3HnZLCzx65yD+yr9cGUmoTxzwXw13oMfn9PV3nzFKnL3sW+7jAc3zKPkDOG/4FxxyTsXxiIKSUeMJC6/F1Mt27CTfNUm6aw3zHFXcchZBzGAtUxnc14MlrkfhS3YosUt2KropaNBDsHfJr2x7f5EEwpScRumc2tA6twzF0EgJTLx7k2tTV+bSaSe4h5ZHzi2f1ELvsMv9fGYky0vrvUrVxT7H1yEb128mPvj/x/6NqhFqmpRibP3MC46b/i6GBHi5fKUqd6EU6duQ5A4YLZmT6mNQNHr6DJm18CUDw4N9061uKzCWtwcXEkKTn1vvuxS+c5bCL/hs4XxBYpbsUW6VzBNjwVSSkvLy+io6PTXRcVFXXPZ+4MHz6cJk2apElG3Obu7m5JAGREw4YNmT59On379mX16tX079//nmVz5syZqbrvxcHBwVJP/vz5+frrr3n55Zd55513mD9/viUhsnHjRq5fv05oaCjFihWzbJ+amsquXbs4c+ZMpqYNfBTtHzNmDNWrV6dy5coABAYG0qpVK1555RVefPFFNm3aRM2aNR9Z22/evMmOHTuoX7++JVFpZ2dH4cKFuXr1aprydevW5dNPP2X37t0cPHgwQ88Hy0gMJCcns2zZMpKTk6lSpYpluclkwmg0smDBAnr27InBYODll19m+fLldOzYkdWrV/PBBx9Yyjs5OaVJeAUFBXHr1i2ioqLw9fW1LHd1dbX6915cXFwsCaXixYtz+PBhZsyYcd9tHuY4yWNgSsW47XPzSaR3PogLh8QY7F/9EVPCnWHMpvNbSfnmBcuQeqIvYij2dyIyIQowYbq4O231ZzcA5ruddPIoj4ziVmyR4lZslTGVqCWDiVo2EofsBUiNvIIpPoocfVZhjIuwFEs48huX+pXC/u+p+lKvn8O9qnmklPFWhFWVbuVeJinsCMkX/3x8/ZD/Kw4Odnz4Xl26dqjFhUsR5MjmiZenC292+Q5vrzs3eVarVIhfF3cn7HIkAHnz+LJ4hXlGCx8vV+ITzHdKx92yfrZJ7C3zXc+eHpm/YVTkvnS+ILZIcSs2SOcKtuGpmL6vePHi/Pnnn5Ypx25LSkri0KFDlCxZMt3t8uTJQ9++fVm0aBF79uz51+148cUXuXbtGvPnzycqKsoq4fC4ZMuWjc8++4wjR44wefKdOxQXL16Mr68vS5cutXpNmzYNk8mUZrq8x2HHjh188803aZY7OTnh4uKCv795zs5H1fbr16/Tq1cvduzYYVmWnJzMkSNHKFSoUJryHh4eVK9enTVr1mT4+WAZiYGNGzdy8+ZNBg0aZNWfX375haCgIBYvXkxKSgpgnsLv1KlTzJs3j7i4OMuoMJPJRN26dZk6dapV3X/88QfZs2e3SkhlVkhICL/99hvLly+natWqlpFY9/Iwx0myniFvRQz5q5kfInrzFCTGgMEeQ7YgTFf/nq7SMzeG4q+CnSNEXzS/AEOOYuZ5oaMvgnsODCVagmdu6x3Ym//4muJvPs5uyVNOcSu2SHErtso5qBouxetASiIpl49jio8CO3ucAoqTdN48dYm9X17cq7UBe0dSr58j9fo5AJzyPUdq7E3Lz+bCDrgUr82tPT8/ie7I/4ld+86yZecpnJ0dKFwwO16eLqSkGDnx11WKFzF/fl66EsWi5ftJTjGSN48vefOYr40OH7+Ct5crAbl9yBfgh729wfLsiNtu//xMgWyPt2Py1NP5gtgixa3YIp0r2IanIin16quvYjQa6dq1K/v37ycsLIzdu3fz3nvv4eDgcN/px1q0aEG1atW4cOFCmnUJCQlcu3Yt3dc/E2AAfn5+VKpUibFjx1KvXr10pw3MrBMnTrB582ar16FDh+67Tc2aNXnppZf49ttvOXLkCNevX2fz5s20bNmS4OBggoKCLK86depQsWJFlixZkm6f7iUqKird43LjRsYf8tazZ0+2b99Ojx49+P333y2/t48++oi4uDhatWr1SNseFBREjRo1GD58OL///jsnTpygb9++REdH8/bbb6e7TUhICCtWrCAsLIwaNWo8cB8ZiYHFixeTO3duWrVqZdWfoKAg2rVrx7Vr1yzPygoICKBSpUqMGzeOunXrWqYvNBgMvPjii3z99desWrWK8+fPM3/+fGbNmkX37t0f2M77qV69OiaTiS+//DLDCabMHifJeobCDbCv8xnY3YlBQ/FXMbh4Yzptji+Dqz8OL47EEFjpzoZu2bAr0hjTX7+Zf7azx6HuZ9iVbG1Vv12RRpiMKZjC/n1CX+Q2xa3YIsWt2Cq3ck3xazMJ7O/ErnvVNti5+xB/YCUA9p7Z8W87FZfgO+d3dl45cKv4KvEHV1nV5xhQHDtndxJP7Xo8HZD/S2s3HGXg6BUkp9yZUmfxiv1ExyRQp4Z52skbEXEMGLmcXXvPWMpcuxHLytA/qV0tCIPBgLOzA+Wfy8+6jUcxmUyWcus2HMXTw5lSxQIeX6fk/4LOF8QWKW7FFulcwTY8FdP3+fn5MX/+fCZNmkS3bt2IjIzEx8eHatWqMWzYsHtO33fb7Wn8/mn16tWsXr063W0mTZpEgwYN0iwPCQlh27Ztj2y0yLfffsu3335rtaxixYqW50jdyyeffMLWrVsZMGAAjRs3xmQy8dprr6Vbtl27dnTp0oXVq1fTtGnTDLWrW7du6S53c3Nj//79GaqjRo0azJkzh5kzZ9KjRw+io6Px9vamWrVqzJs3j2zZsvHNN9880raPHz+ecePG0bNnT2JiYihfvjxz584lT5486ZavXbs2AwYMICQk5J7PB/un+8XA9evX2bJlC926dcPe3j7N+saNGzN+/HjmzZtnia9mzZqxc+dOmjVrZlX2ww8/xMPDg/Hjx3PlyhXy5s1L//79admyZYbaeS/Ozs7UqVOH0NBQXnjhhQxt8zDHSbKW8Y+fsCvRCvt6ozEeXoQhWzB21XpjPL4CU5h52Lzp6p8Yw/ZgX3soqVtGgzEF+yq9wJhK6s5J5opiLmM8vAi7ch0hJRHT5f0Y8pTDrkIXjAd/gMizT66T8tRR3IotUtyKrYrd9A0e1dvi3246sVt/wCmwBD7NBhO3ezGJJ7YBkHRuPwknd+D3xngiFn0KqSl4v/IpGFPMz6S6i1OAeZrt5MvHHndX5P9I65fLsXDZPvoN/4XmjUtz7GQ446f/SsM6xalYpgAAJYJzU7ZUIEM+X0Wf91/Ewd6OiTN+w8Hejm4da1nq6vJ2ddr1mMMHAxbRvHFp9v9xka9/3M6HXerg6uL4ZDooTy2dL4gtUtyKLdK5gm0wmO5O9YmI/AclT3z2STfhP82QtyIOr84lZdEbVvM0G/JVxa7qh+YHkN66jvHIEoy/fwnGlDsbu/ljX6M/hvxVAQOmi7tI3TbO+qTQ3gm7ch2xC24KXgEQewXjnwsw7pkJ6E/IPzl+cNLyXrF7b4rb/xbFbcYobv9b7o7b853ufxPa/zvnoGrk7LOS8LGNSDyx1bLcpegLeDcbhGPuIhijrxK740eiV42D1Duxa+eZHd9WI3EpVhsMBhKPbyHy5yGkhJ+22odn/R74vjqU811yQEriY+ubLco3867ncNyY+wRb8t+2a99Z2nb9ntlT36JS2QKW5dt2n2b8l79x+sw1svl78HLIc7zbthqODndu+rt+M5aRk9axbfdpTCaoVLYAPTvXpmA+f6t9hG46xpRZGzlz/gY5s3vyerMKtH+98uPqok0x+L9hea9zhfvT+cJ/h85xM05x+99yd+zqXOHedK7w33L3ucIDyyopJSL/dTp5FFuiCx+xRYpbsUVKSomtUlJKbJGSUmKLdI4rtkpJKbFFmUlKPRXT98l/y8yZM5k2bdp9y3zyySe0aNHike2zc+fO7Np1//nrlyxZQsGCBR/ZPkVEREREREREREREJOOUlJJHrmXLltSrV+++Zfz9/e+7PrOGDBlCQkLCfcvc67lRIiIiIiIiIiIiIiKS9ZSUkkfO29sbb+/HO4VKzpw5H+v+REREREREREREREQkc+yedANERERERERERERERETk6aeklIiIiIiIiIiIiIiIiGQ5JaVEREREREREREREREQkyykpJSIiIiIiIiIiIiIiIllOSSkRERERERERERERERHJckpKiYiIiIiIiIiIiIiISJZTUkpERERERERERERERESynJJSIiIiIiIiIiIiIiIikuWUlBIREREREREREREREZEsZzCZTKYn3QgRERERERERERERERF5ummklIiIiIiIiIiIiIiIiGQ5JaVEREREREREREREREQkyykpJSIiIiIiKKVMCwAAD7pJREFUIiIiIiIiIllOSSkRERERERERERERERHJckpKiYiIiIiIiIiIiIiISJZTUkpERERERERERERERESynJJSIiIiIiIiIiIiIiIikuWUlBIREREREREREREREZEsp6SUiIiIiIiIiIiIiIiIZDklpURERERERERERERERCTLKSklIiIiIiIiIiIiIiIiWU5JKREREREREREREREREclySkqJiIiIiIiIiIiIiIhIllNSSkRERERERERERERERLKcw5NugIiI/HuxsbFUrVoVd3d3Nm3ahKOjo2Vd3759CQsLY86cOWm2mzJlCj///DO//fYbAG3a/K+9e4+pun78OP48eOEiogLeQMEspSGaCM27cw4JAcsAN3OzzRSk5QUJDLybik2dytikRE0RCg0E8YK3mZSsvCTLLjPJbJmaExNvBajw+8MfZxwuetADfo3XY2PjfD7v8/68P9vrfHjzfn/enzOJEydOGPe3bNmSDh06MGjQIKKioujWrVvjn4w0C/fv3yc9PZ1du3Zx4cIFrK2t8fT0JCIigkGDBpmUfVS+QbmVpmVOdidNmoSrqysfffRRrffXvCbXzG9177zzDh988EHjnYw0C4/KGMA333zDypUrze4rxMXFkZ2dbVKm6ro7ePBg4uPjcXR0tOxJSLNVWVlJdnY22dnZFBUVcefOHbp27crIkSOJiIigY8eOAHh4eJi8z9raGnd3dyZPnkxISIhxe83Pg8FgwNbWlhdffJFp06YxevTopjkxaXY8PDxYsWIFAPHx8Sb7WrVqRadOnXjttdeIiori7t27BAUF4eHhwZYtW2rVlZGRweLFi9m0aRNDhw5tiuZLM5Gbm0taWhrnzp3DYDDQs2dPxo8fz4QJE4C6+wDVZWZm0rdv33rHIPbt20dMTAyhoaEsWbIEKyutlZAn15D/uR6X7ar6NK7QdDQpJSLyH7B3716cnJy4du0ahw4dIjAw8InrGjNmDPPmzQOgrKyMixcvsnbtWiZMmMCOHTtwcXGxVLOlmSorK2Py5MlcuXKFmTNn4u3tTWlpKVlZWUyePJmVK1cyduxYY3lz8q3cSlNoaHbNVT2/1dna2lqi2SL1ZgygQ4cODa7P29ubpKQk4+vS0lIKCwv58MMPKSkpISUl5YnbKlKloqKC6dOnc+rUKSIjI1m4cCFt2rShqKiI5ORkQkNDyc7OxsnJCYC5c+ca+wj//PMPx44dY/78+Tg6OjJy5EhjvdU/D5WVldy9e5eNGzcyc+ZMtm/fTr9+/Zr8XKX5OXbsmPH3e/fuUVhYyNy5cykrK2PhwoUsWLCA2bNnk5mZSVhYmLHs1atXWbVqFRMnTtSElFhUZmYmy5cvZ968efj4+FBZWUlBQQHLli2juLiY6dOnA7X7ANU9qk+xb98+YmNjeeutt5g/fz4Gg6FRzkOkJnOzDRpXaEqalBIR+Q/Iyspi+PDhXL58mYyMjKealLKxsTHedQrQrVs3vLy8CA4OZs2aNaxevdoSTZZmLDExkV9++YU9e/bQtWtX4/Z58+Zx584dli1bxqhRo2jTpg1gXr6VW2kK5ma3oWrmV8TSLJ2xVq1a1aqve/fu/PHHHyQlJXH79m3atm1rseNJ87Rlyxby8/PZsWMHffr0MW53cXFh4MCBBAUFsWnTJubMmQNA27ZtTXLp7u7OkSNH2Llzp8mkVF2fh0WLFrFv3z727NmjSSlpEjUz6OLiwrfffsvu3btZuHAhgYGB7N+/n5UrVzJy5EicnZ2Bh1l1dnYmNjb2WTRb/sM+++wzQkNDTSZBe/bsydWrV0lNTTUO3NfVB3ic/fv3Exsby6RJk4iLi7Nou0Uex9xsg8YVmpLWSYqIPOfOnz/P999/z9ChQ/H39+f48eNcuHDBosdo27YtISEhHDp0iPLycovWLc3LvXv3yMrKIiQkxGRQv0pUVBQpKSnY2NgAT5dv5VYsqaHZFWmOrK2tMRgMtGjR4lk3RZ5zlZWVpKWl8frrr5tMSFWxsbEhNTWVqKioR9Zj7jW5ZcuH9+u2bt26wW0VsZQWLVqYZHDRokUYDAYSEhIAyMvL46uvvmLlypVaTS0WZ2VlRWFhITdv3jTZHhERwfbt25+43gMHDvD+++8zZcoUTUjJM/G02da4QuPQpJSIyHMuMzMTOzs7RowYwejRo2nVqhUZGRkWP07v3r0pLS3l999/t3jd0nxcvHiRkpISBgwYUOf+zp07069fP+OA5tPmW7kVS2lodkWak8rKSk6fPs3WrVvx9/fHzs7uWTdJnnN//vknly5dYsiQIfWWcXV1rXcSqaKigmPHjlFQUEBoaOgjj3Xjxg0SEhIoLS3F39//qdot8iTKy8s5evQou3btYsyYMcbtTk5OLFiwgL1793LkyBFWrFhBeHg4r7zyyjNsrfxXTZ06lZ9//pkRI0YQERHBhg0bOHPmDG3btuWFF154ojoPHjxIdHQ0/fv3Jzo62sItFjGPJbKtcQXL0+P7RESeY/fv3yc3N5dRo0ZhY2ODjY0Nw4YNIycnh+joaKytrS12LAcHBwBu375tsTql+am6O6ldu3aPLWuJfCu3YikNyS7A7t27OXDgQK3t5eXltSa26irr4+PDxo0bn7C1Iqbqy6Ofnx+rVq1qcH2nTp3C29vb+LqsrAxHR0cCAwMfu3JFxBzFxcUAODo6mmyPjIzk+PHjxtcuLi7s3bsXeLiqZOnSpcDDTD548AA/Pz8GDx5sUkf1z8ODBw8oKyvD1dWVhIQEPbpPmkz1a+i///6LtbU1gYGBtQbug4ODycvLY8aMGfTu3dvkMVMilhQQEECXLl1ITU2loKCA/Px8AHr06EFCQgI+Pj5A7T5AFU9PT9LT042vi4qKiI6OZuDAgRQUFHD48GH8/Pya5mREqjE324+icQXL06SUiMhzLD8/n+LiYoKCgozbgoKC+PLLL8nLy2PcuHG0bNmSioqKOt9fUVFhfFzJ41T98a36YyzyJKoGl0pKSh5b1px8P45yK5bSkOwCjBo1ipiYmFrbV69eXauOusrqMYBiSfXlsWpFU0P7Cl5eXsZn6p8/f56lS5fy8ssvM2vWLK2SEovo0KEDQK1H7SxZsoTS0lIAtm3bxpEjR4z7Zs6caVzpVF5eTlFREatWreK9994jJSXFWK7658HKygp7e3vj8USaSk5ODgAGgwFra2ucnZ3rXW09e/ZsDh8+TFRUFK1atWrCVkpz079/f/r3709FRQVnz54lPz+ftLQ0wsPDOXToEGDaB6iu5g2DN27cIDY2lqlTpxIeHs68efPw8vKiS5cuTXIu8t/XkP7r47Lt5OT0yGNpXMHyNCklIvIc27lzJ0Cdd8xlZGQwbtw4HBwcuHXrVp3vv3nzptl3/f/000/Y2dnRo0ePJ26vSPfu3XF2dub06dMEBgbW2n/+/HmWL19OfHy8Wfl+HOVWLKUh2QVo06YN7u7utcq1adOm1qRUfWVFLOVxGWtoX8HGxsZYn7u7O25ubowfP57o6Gg+/vhjDAaD5RovzVL37t3p2LEjx48fN7nmdu7c2fh7zVw6OTmZ5LxXr17cv3+f2NhYioqK6NWrF6BrrjS+4uJirl+/joeHB/DwEafw8DujHjx4ANCgDFbdqKIbVqSx/PXXX3zyySdMmzaNLl26YGVlhaenJ56envj5+REcHMzJkycB0z7AowwYMICpU6cCkJCQQHBwMDExMWzdulWPuxaLMKf/am62AwICHnksjStYnr5TSkTkOXX9+nXy8/MJCQkhJyfH5Cc0NJTCwkLOnTuHl5cXFy5c4O+//65Vx3fffUffvn0fe6w7d+6Qk5NDQECA7s6Tp2JlZUVYWBg7d+7kypUrtfZv3LiRH374ATs7O7Py/SjKrViSudl1dXV9Bq0TeTpP21d46aWXiImJ4ejRo43yvZbS/LRo0YK3336bnJwczp49W2eZuq7FNVVNBtR3J7VIY9i0aZPJY/iqVvzVfBylyP+K1q1b88UXX5Cbm1trX9XKEGdn5wbVWX2VSseOHVm6dCknT55k/fr1T9dYkf/Xp08ffvzxR8rLy022l5eXc+bMGfr27WuRbGtcoXFopZSIyHMqNzeX+/fvEx4eTs+ePU32RUZGkp2dTUZGBnFxcbi5uREZGcns2bNxc3Pj2rVrpKenc/HiRZKSkkzeW1payrVr1wC4d+8ev/32G+vXr6eyslLfEyEWERkZyddff83EiROZNWsWAwYMoKSkhM8//5ycnBzWrl3LwYMHzcr3woULAeVWmoY52dWjy+R/UfVrZE3t2rXDz8+vQX2FukycOJF9+/axevVqRo0aZbKiReRJVH0x+cSJE4mIiGDkyJHY29tz7tw50tLSKCgoIDQ01Fj+9u3bxpxXVFRQVFREYmIinp6e9O7d+1mdhjRDQ4YMYfPmzWRnZ+Pr68unn36Kg4MD3t7eHDx48Fk3T6QWR0dHpk6dSmJiInfv3iUgIAB7e3t+/fVX1q9fz8CBA/H19SUzM5N79+7V26ewt7fH1ta2zn3+/v68+eabJCcnM2jQIF599dXGPCVpBsLCwtiyZQvTp0/n3XffpVOnTly6dIkNGzbQsmVLwsLCaNeunVnZrqJxhaajSSkRkefUzp07GTJkSK0BewA3Nzf8/PzIzc0lJiaGtLQ01q1bR3x8PMXFxTg4OODj40NGRgZubm4m783LyyMvLw94eHdTx44d8fPzY82aNRpgEouwtbUlLS2NzZs3k5KSwuXLl7GxscHT05Nt27bh6+vL2LFjzc43KLfSNMzJrsj/ourXyJoSExMJCAhoUF+hLgaDgWXLlvHGG2+wePFikpOTLX0a0sxYWVmxbt068vLyyMrKIjU1lVu3buHs7Iyvry9paWkmg5oJCQkkJCQAD1daOTk5MWTIEKKjo/VISWlSw4cPJy4ujqSkJIqLi+nduzfJycnY29s/66aJ1CsqKooePXqwY8cO0tPTKS0txcXFhTFjxjBt2jRjucLCQoYNG1ZnHXPmzGHKlCn1HmP+/PmcOHGCmJgYdu3aRfv27S19GtKMODo6sn37dhITE5kxYwYlJSW0b9+eYcOGsXTpUuNjfs3NNmhcoSkZKqvWs4uIiIiIiIiIiIiIiIg0En2nlIiIiIiIiIiIiIiIiDQ6TUqJiIiIiIiIiIiIiIhIo9OklIiIiIiIiIiIiIiIiDQ6TUqJiIiIiIiIiIiIiIhIo9OklIiIiIiIiIiIiIiIiDQ6TUqJiIiIiIiIiIiIiIhIo9OklIiIiIiIiIiIiIiIiDQ6TUqJiIiIiIiIiIiIiIhIo9OklIiIiIiIiIiIiIiIiDQ6TUqJiIiIiIiIiIiIiIhIo9OklIiIiIiIiIiIiIiIiDS6/wPJ9hv3xz5O5QAAAABJRU5ErkJggg==", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "msm.check_availability(df, xcats=main, cids=cids)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "msm.check_availability(df, xcats=xtra, cids=cids)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Transformations and checks" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Excess growth" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We start by displaying the timeline for excess growth of real GDP for major economies. Luckily, this group of indicators is readily available in JPMaQS and does not need any transformation. Please see description for excess intuitive growth indicator on page [Excess intuitive growth](https://academy.macrosynergy.com/academy/Themes/Economic%20trends/_build/html/notebooks/Intuitive%20growth%20estimates.php). In particular we look at the Excess intuitive real GDP growth trend: based on 5-year lookback (`INTRGDPv5Y_NSA_P1M1ML12_3MMA`). This indicator is displayed with the help of [`view_timelines()`](https://academy.macrosynergy.com/academy/Introductions/Introduction%20to%20Macrosynergy%20package/_build/html/Introduction%20to%20Macrosynergy%20package.php#visualize-panel-time-series-with-view-timelines) function from the `macrosynergy` package." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "xcatx = [\"INTRGDPv5Y_NSA_P1M1ML12_3MMA\"]\n", "\n", "msp.view_timelines(\n", " dfx,\n", " xcats=xcatx,\n", " cids=cids,\n", " ncol=4,\n", " cumsum=False,\n", " start=\"2002-01-01\",\n", " same_y=True,\n", " all_xticks=False,\n", " title=\"Developed markets: real-time GDP growth trend estimates versus 5-year moving average\",\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Excess inflation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We calculate the inflation trend using daily real-time data from the most recent headline consumer price index values. This trend is expressed as the seasonally- and jump-adjusted percentage change over the latest six months compared to the previous six months, annualized. Excess inflation is determined by subtracting the [Effective inflation target](https://academy.macrosynergy.com/academy/Themes/Economic%20trends/_build/html/notebooks/Inflation%20targets.php#effective-inflation-target) from this inflation trend. The effective inflation target comprises two components: the estimated official inflation target and an adjustment for historical \"target misses.\" This adjustment is derived from the average gap between actual inflation and the estimated official target mean over the past three years.\n", "To facilitate comparisons between countries with varying inflation rates, we normalize excess inflation by dividing it by the maximum value between 2 and the inflation target. This standardization ensures a consistent basis for assessing and comparing excess inflation across countries. The new indicator receives the name `XCPIH_SJA_P6M6ML6AR`, and its timeline is displayed with the help of [`view_timelines()`](https://academy.macrosynergy.com/academy/Introductions/Introduction%20to%20Macrosynergy%20package/_build/html/Introduction%20to%20Macrosynergy%20package.php#visualize-panel-time-series-with-view-timelines) function from the `macrosynergy` package." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dfa = msp.panel_calculator(\n", " dfx,\n", " [\"INFTEBASIS = INFTEFF_NSA.clip(lower=2)\"],\n", " cids=cids,\n", ")\n", "dfx = msm.update_df(dfx, dfa)\n", "\n", "infs = [\n", " \"CPIH_SJA_P6M6ML6AR\",\n", "]\n", "\n", "for inf in infs:\n", " calc_iet = f\"X{inf} = ( {inf} - INFTEFF_NSA ) / INFTEBASIS\"\n", " dfa = msp.panel_calculator(dfx, calcs=[calc_iet], cids=cids)\n", " dfx = msm.update_df(dfx, dfa)\n", "\n", "xcatx = [\"XCPIH_SJA_P6M6ML6AR\"]\n", "\n", "msp.view_timelines(\n", " dfx,\n", " xcats=xcatx,\n", " cids=cids,\n", " ncol=4,\n", " cumsum=False,\n", " start=\"2002-01-01\",\n", " same_y=True,\n", " all_xticks=False,\n", " title=\"Developed markets: excess CPI trend, %6m/6m, saar, real-time jump-adjusted\",\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Excess private credit growth" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Credit growth here means real-time information on private bank credit at the end of the latest reported month, % change over a year ago, seasonal and jump-adjusted. See the documentation [here](https://academy.macrosynergy.com/academy/Themes/Financial%20conditions/_build/html/notebooks/Private%20credit%20expansion.php). \n", "Excess private credit growth subtracts an estimate of medium-term nominal GDP growth based on the last 5-year’s real GDP performance and the effective inflation target of the currency area.\n", "This new indicator receives the name `XPCREDITBN_SJA_P1M1ML12`, and is its timeline is displayed with the help of [`view_timelines()`](https://academy.macrosynergy.com/academy/Introductions/Introduction%20to%20Macrosynergy%20package/_build/html/Introduction%20to%20Macrosynergy%20package.php#visualize-panel-time-series-with-view-timelines) function from the `macrosynergy` package." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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ZSq+pqFrVRq/nY9kfPzmO7S0a4bFUPHJEgW+lXMQwI0abvbirAy/sahfW+dkpVbh8QUnQ5ejUmrClSY1vmwYBuBuHPbPm8g3C/MVBbbTiwqd2wupqqV1QmoEnrpjHlcv1ulyVDAMGa0xMB0EIIYQQQgghhBBCCAkNr4yv0SuGR4IA73ZM37bhez+tx60rpgBwZ8OKNJHQvuou2zM72oT/f/reYZw5Iw+fHuOmHCxOl+OFaxcig7KuEEIIISTJ7WzV4L1D3vELBqt9xHpn1+ajvs+AmnwVUlwZXnk1Ban4ZcE0HOoaxuYmtdCfzXr0ZPODjmIhp9N4E0sVZSi8Hu/r0IayOIQQklBi4DQfcXxs16XzilCQJseaqhxc+fwe4fm/f3mCAl99UOBrHHp8Swu2eQRi8mIhnb8vPijTt6GSf+xwstjSrMZLu9phsbNIU4jx69OnoyCGova3+3zXMvHIRtc0ufdPSSpmhBkN+N2iNXlH5jf0G8ZVjr9ubPTa73zjsN0j/YDEVTan6xLQpjYJJ0YAOOiREttsdwjbIYQQQgghhBBCCCGEJBZnzGR85f56BrpKxQwsI+MgMGjg2lDFUSov31TKF9XmcGLQYPVahw96BYCuYQv+/XUTfndWTaSKSAghhBASc1iWFZI3eZpfkjFiWWG6AvefXxtwe/xgJL6b21/GVzaGQqKCrbounZKJ569ZgBd2teOL+gFkpdDgKUIIGU0yzVptd7Lo0JiEuLIL5hRiRkEanCyL82cVYMPhXgCA2eaIZjFjEgW+xiHzKJldo509tb5Pj/s+q8ftqyqwsjLbq0y+wZV84KvR5sDvPzoGrdndyvnYlhacXZuPRWWZURnZ36I24kCnFgzDoCxTiUVlGdjT7h5tlZ0iG/GatdU5uGFpGY736uFkWVy5sER4Dd/AbHdy+y0/VYY+vRVG6/hOSO1DJuH/8iwlZhSk4tNj/VAb3Q2vfIPwW/u78bP3jgjvXZgmR4/OAoeTxfFePX75wRF0DJkBuINlk+iaQQghhBBCCCGEEEJIwvMOfI1eOfxlfL1gdhHeq+uG3uJAhkKCsiwl6rp1sDi4NtRoZXxlXKV9fmc7DncP45YV5cJzNfmpON6nH/EatdH/VISEEEIIIfHC4WTxzYlB2BxO9OutyEuV4YwZ+UG/fn/nMN456M72+uWdKzFksqHYJ8NpsMTCYKSRHdh8UGwsTSwbbM2VYRjMLEzDyspsfFE/QP3zhBBCAAA/e+8wNjephcf8TOQihsHvzqrBd1ZMwYVP7Yp6XGAsosDXODRaVHu0j++HNjXiaK8eP3y7Drt+chIAwMH6z/jqGQjLB73yAaYfHO7FB4d7cc8Z03DBnKIIld7t+28cRJ/eHUxanM5ln11cloF103Kxtjp3xGsUUjHuXFPptYz/iJsaBvDOwW50D1sAABlKKfr0VhjGGfiarpACMOOfF83C6qk5eGN/Fz491o+dze6THx/E+vUJ7xF1c4vT0XOcy0Rw7Ut7vZ6bX5KBjiFzTI2KI4QQQgghhBBCCCGETI5nezETxYyvfAosj4mpcPuqctx98lTYHE6IGAZ/+qwedd06WO3RDXwtSnfPRLa7XQuFtAMA19Y7vyRdCHz9zvIpKEyT48+fN8TkTGyEEEIIIeOxvUWDn79/xGtZVa4KVbmqoF7fr7cI///74tlIlUuQKp94KApfF+zXW/Hp0T4h6RYAiPh/olwFe+tAFx7Y2Dih1/I1XeqfJ4QQAnCJJj3JJSKvx3wSRGp/GEk09iok1ox2HDuifIB7Np5uahjA7rYhWFwNlb4ZX3NVMpxRk4dMpRQiBlhQmoHfnD4dp03PQ34ql1G1V2dBNAy4pq7iy8wHwZ4/uxCXLyhBQZp81Nd64r+PT472CUGvAFCelQIAMFj9zOUVAB/wzGcdWFmZhbnF6SjJVCJTKcWZM/KglIq9XvPDtVPx1s1L8Nszp4/YB5fPL8bmH67GorIM1/bHVRxCCCGEEEIIIYQQQkgMY2Ms4+vutiFhmcjVdioViyAWMUJWr4Z+rrMnWoGvl8wvxn8umY0pWUoAgMHCteHKxCL8ZF0V3rhpMb76wUrcvqoCMldHFLWrEkIIISTeec4wyhs2B9+XzQ+4Wjol0ytIdaJSZO4+7wc3NfrMZOCazTTKQaN/9Qh6He8gM351qkcSQpJdoHN5Mp0iPQcur56aPSJjOh/vZXWwOO3/tuJPnx6PZPFiGmV8jUO+P+7lFVnY3qKBM8opX+cUp2NvhxYA8AufEWF8GmYewzD483m1ALiIdL6Cev/5tXhoUyNe29cVlRTNLMsKJ5RMpRQDBuuEy8G3zdpdr19ZmYXL5heDYRhsrO/H/s5hNA8aUZmTEmTZXP+4tluSocTz1y1EVpYKGo0BdrsTN7+y3+s1+akyoZH2D2fV4OsTg+jXW1CVq8JPT6kCwzBCIG0yXTQIIYQQQgghhBBCCEl0sZLxdVreyExhvnGtKTKuq6JFbQIAqGRi35dEhETEYHlFNi6ea8S/vm6CycYldpBLRGAYBhXZ7rZc/iuljCuEEEIIiXd8fWb11Gx0DJnQojaNq47DrysKUZ2zJEOJC2YX4r26HgDe/dgiV9hBsMVr05jw6OZmDBisWFaehVtWlIekjJlKKTQmGwDgvFkF43ot9c8TQgjxxF9HX71+Ear9tKEoPJIgas12vF/Xi9+cMT1k1914RoGvcYivxN1zxjRkKKRIU0i4wNcoN7D5ZhQFuEbNWYVpQhZXf3x/iPxofley2IjynG5LKvaucI73hMGvb3dwH2RtdS5WT81B86BRWOfGl/fhzZsXIy917CyyPnGvo7yn92PPfXJmbT7OrM0f8Ro6DxJCCCGEEEIIIYQQknhYIQAhuuWYXZQ+YplvIO5VC0sgYgCL3QmJiMHpNXmRKp5ffPGMNgeAkdMMAoCIAhYIIYQQkiD4AVMihhH6uMeTHEoIfA3hfMOXLyjGe3U9kIhFXhUuvnzBhhK8d6gHG+sHAAAHOodx49IybpuTlJnCBb4+etlcLJ6SOa7XClVhqkgSQsiokmmMKX/NHe06miqX4M/nzsD2Fg02HO4FADQNGFGVmxLVgc6xgAJf4xCf6jlTKcPa6hwc6hoG4B20GW5fNw5gwGDFigp3imXPqbMunVeES+YXozp3ZCT6WCRC4GvkI189s+b6ZqkdbwOxb8ZXfrquypwU3LaiHE9sa4XR5sCdbx7CazcuHnN7wTRUr6nKwcGuYbDgAnen5ozj+0+iiwYhhBBCCCGEEEIIIYmOb+qMhU4QlUwMg9UhPPZt4yzOUOBHJ1dFuFSjE7u+M7Mr8FXmJ/DVPUUtNawSQgghJL4MGKx4bEsLDrriDGryUwFwdTQ+sHQ8VRzPwNlQEbkqjE4n6zUVtshdCQtqOxa7uw7Kguu7l4RicgGhrj2ZTVA9khBCRpMM58ghow3tQyZozXYA7rYIf86YkY+11blC4OtVL+xBQZocz109H7lBJFtMVBT4GodYn0qUZ6Uv3JwsizvfPIRdbUMAgNqCVLxw7ULXc9w6Vy4swU/WTbyRks/4Op5RZKHimTXXN4PteBuI+fX79FYA3hX9W1ZMwZFeHTY3qdGrswS1PXfG19HLccPSMtywtAxakw0ihkGaIvifeDJcNAghhBBCCCGEEEIISRbOGMn4CnAZUz0DX2MhGDcQvs3d7JqWzG/GVz7bGDWrEkIIISTObKjrwXuHeoTHbWpuxlKGYYS6o2Mcka98nEIoa3hioa7l3YvNl+/DI324elEppruCdj316Sy4+5069OksQjARbzyfK1zGGbtLCCEkAW1rUePut+u82hTEYzTgyCUinF6Th8+P9wMAenUWvLq3Ez84aWo4ixrTQphsnkQKf8zzxzufSbRHZ8EdbxzE/g6tVwBnKDX0GYSgVwAYNFiF/90juSb3HmI/0yd83TiIP316HH/5vB6bmwbDNoreHsKMrwqfxlDPExTDMPjpKVUj3jMQ1h35OqYMpTTooFeqWBNCCCGEEEIIIYQQkhjsThaPbG7GvZ8cx5FePYDQZt6aqAylVPhfJQtFiq3w4ptyh12BEjI/0+GKhHZValglhBBCSHzhB/fwHB79/Hyf9oGuYbS4AmJ5O1o1+N7rB3D76wfw7sFuAIDV7sQrezoBjB2wMx78prRmO9o1JmG55wCqa17ci90esQu8PR1DaOg3jAh6BYDtLZqQJOCaTFIpPtEV1SIJIcku0O10ot9qH+vVewW9LizNQFG6YszX/eW8Wnx71yrkqGQAAKPHIONkRBlfY5zDyeLud+pwuFsHuUSEU6blCg1pfIXIs+FyV9uQEJi6vCILvzi1GqWZSrAsi52tQ+jVW1CQKseisgxI/DTWjcbJstjXocXfvmj0Wm53srDandjbMYQ2jXFEeSZCyPjqcRb706fHhYrpOwd78Nw1CzCrMG1S7+OPZ8CwVOz9Ocb7qX5yShXueqtOeOybFUAi4h4HHfiK8GRooIo1IYQQQgghhBBCCCHxz2J3Yt1/t8Dmilw43KMDENrMWxP1uzOn44v6ATicLJZVZEW7OGMqTPPubEqV++lKoYyvhBBCCIlXo0QTMWCEvvpntrfhme1tePX6RajOU8Fsc+DH79TB6qpr1nXrcN7sQnxytA/NrgBZlb860wR5BtHe8r8Dwv++yac2HO7B4imZXsvsrjJWZCvRojZ5PffLDUdx/3m1OK0mLyTlnEhoBP8SqkYSQkjy4uPTLpxTiN+cMX1cr1VIxbhkbhGe2Naa9NcSCnyNcZ1aM7a3aAAAOgvw+v4uZPGj4101IpmfaZYAbrTSRU/vglIqwu2rKvDPr5qE56ZkKfHajYshCTKK8uvGQfz8/SPC4+wUKdRGGxxOFk9vb8UzO9qF5yY7kot/vcZoQ5fWjPw0+YjRWP06CxCOwFePwW1rpubgcLcOLLgsBP6mSQhkRUU2/rZ+Jj460osclQzLfRp0+e/e4WTBsuyY03vxDahMiJuqqWJNCCGEEEIIIYQQQkj8e3FXuxD0CgBDJhuA2Mj4OrsoHbOL0qNdjKCtrMzCvy6ejU+P9kEmEeGiOYUj1uFb5aldlRBCCCHxZrT6i1gEnD+7EHXdOmFZ17AZ1XkqWB1OIegV4AZd7e/Q4k+f1QvLbltRHrIyFqTJka6QCBn4eafV5KFNY8Kre7kss3bHyE/DBxOlK6QAuMBXqZgR6sq/+uAo3jvUg7xUGZaVZ+GN/V24bkkZ1lbnBF2+yWQiFKrniZ7OkBBCJiHRT5F8fNqEY+xodm8AFPga8zRGKwAgP1WGPj33v9HGpSnmj/3yLCWuWFCMLq0Zd62dCqVUjMe2tOCTo32wO1mYbE68d6jHa7ttGhM0RivyUuVBlaNXZxH+X1SWgZuWTcGdbx6C2e7Et01qAEBxuhxFGQqcNSN/Up9Z6spE+1XjIL5qHMQl84qE5+aXpGN/5zCsDudoL58Uu5BNF7h5+RRct6QUFrsTMrFo1ADjQNZNy8W6abl+n/M8eW1r0eDz4/2QihnUFqThgjmFIxuk+cDXUGd8pYo1IYQQQgghhBBCCCFx78SA91S0aiMX+BoDca9xh2EYrKrMxqrK7IDrABBmaCOEEEIIiRejVV9yVDJcPLcIF80pxLUv7kV9v0FY1+mne56fYQAAfn36NBRnjD1Fc7CkYhE++94KrP3PFljs7jfPVErx43VVKM1U4MFNJ7xmdOU5XBmlslOkWFuVg/p+PR5cPwutGiN+8+ExAMD2Vi752IbDvQCA3k2N4wp85YU6aRUhhJDEx7IsbK4Lq3iCjTZ8yBmb5MNxKfA1RlntTnzZMIAPj3AVrdxUORwsMGiwwuqq2PGHPsMw+Okp1V6v//1ZNfj9WTX43UfH8PHRPugt3EiohaUZON6nh8HqgMkWfPCo3VU5PLs2H/eeMwN9rkBYi92Jhn4DAOBHJ1fh5FGCPMfjpKocfFHfj3aNCVqzHTtdlc4UqRhKqRgAwhL4anc4hc/FB6VKxSIhEDfUPLPt/nVjA7qGufd+Bz2ozE7B/NIMr/XDfbIa79b3dWjxty8aYbI5UJKhwL8vng1JmL4rQgghhBBCCCGEEEJIYHZXp8n1S8rw4q52ob1PJRNHr1AJjG/edSZ3HxMhhBBCJsjhZPH7j49hwGDF8vIs3LhsSsTem6++zClKx4kBA4w2B+49pwZrpnKBnwzDQOHql+cH+Tj99CbbXH32J1fn4KK5RSOenyyxiMGbNy3G+U/uHPEcn0TKT8JX8HGyEhGD+8+fKSyvKUgVAl99aVyzJQQrFFVAqkYSQsjoEvUcqTFaccaj24XHoglmfOUHXiR7mwQFvsaoj4704s+fNwiPs1OkQvZX/pgNZvRQaSY3qorPFisRMVBKxTBYHbjx5X24c00FLpxbNOZ0V/yoKD4gND9NjrvXTsXRXh2cLDf6a0WA0e/jMSVLiWevXoDPjvXhNx8eQ/uQGQCQKhdD7sq6+sLODswuTEdFTkpI3vNYrw63v34QBiuXTXfCqaTHwTPwtXvY4vXckJ+KNT9YLdRTk7kzE4zvdR8d6UXjABf03Kk1Y8W/NmN2URruOWM6qnJVIS0jIYQQQgghhBBCCCEkML4Nd0qWAm/dvATv1fXAaHVgbdX4M1eRsfHttP6yjBFCCCGEjOXaF/cKfa172rW4ZnFp2BIy+eKrL3OK0/DEFXMhEjEj+qD5R3w6Kn+BNY9vbQUAyMJY7sJ0BV66diEe3NSIZeVZwnI+UKhPZ8H5T+yAXCLC89cugEomEepn/vrVV0/NxmbXjLYV2Uq0qE0AgJkFqRMq30R67ifaP08IIckkUWdXeWN/l9fjiWZ8dc/uPckCxbmoBL729vbipJNOGrH8/vvvx8UXXxyFEsUezxFFswrTcPmCYjy06YT3SkEc+wqJ92j+NIUEJRkKDBis0FnsuH9jIypzVFjgk13UF99o6hmsec3i0rELMAlyn7JPy0uFSs4dss1qIy57bjf+ceEsrAlBw+3BLh0MVgcYcNMjnDOzYNLbHItndlT+PJSdIoXaaBMy2tqdLL73+gEc79MLGXpDHZI70XPhsNk+Ylldtw6PbWnBgxfMmnS5CCGEEEIIIYQQQgghwXGyLFrURgDcoP6yLCXuXFMZ5VIlOH5awSTvZCKEEELI+JltDiHoledwspBGLFG/uwIz2oyeQliAq7LDByCJGSBDyfVp8yz20M/W6qmmIBVPXTXfa5nYVb7DPTphWWO/AfNKMkYk9fL0jwtnodc1C2xhukJIxjXRjHsTQbFKhBCSvMwes7OXZiqwbtrEYt7c15LkvppEJfD12LFjkMvl2LhxozCaBQDS0tKiUZyYxDeWXTCnEPecMR0AoJS2CM9LxUxQWTWXV2Thqe2tMNmcOH9WAa5fWoZ0hQRvHejGE64RWMPmsdP289NkRSITKm/JlEycMi0XPToLTpueiysWlKBLa0bPsBl72rUAgPp+fUgCX/mK+qnTc72mOwgniYjBxXOL8F5dDxxOFmWZCuSqZFAbbbC7KuNdWjP2dw57vS5bJQtpOSaaQFZn4QJf/3h2DUozlfjXV0041D0sZM0lhBBCCCGEEEIIIYSE31sHuvDAxkbhcSTbcJMZ/zUndxcTIYQQQibC7id96it7OrGoLAPzSgInrAoFPhYh4AyzQnZ7eP1lGAaPXj4Xm+oHhIyvBlvk+4d9k2h54gNf/QWzMgyDwnSF12Ng4oOZJtLXzvgEFRNCCBkpUc+Q/PX0+iWl+MFJUye8HcbnOp2sohL4Wl9fj4qKCuTn50fj7eMCH5HtWU/6wZpKvHuoG3OK03HpvGLIJGNPGTA9PxXf3LV6xPJbV5RjV9sQ9nVoYXOM/Svwl/E13FJkYvx1vXcQakVOCh67fB7+800TXtjVAa1pZNbRiXB/A5FtFP7V6dPwy9OqYbA6oJSK8dP3DgMArK5RcZ7TZP32zOkoyVBgSpYyPIUZR8X6k6N92NU2BADIUEgxtzgdVy8qwa8+GBaOFUIIIYQQQgghhBBCSPi9e7BH+L84XY6FpZnRK0wSEYHvZKL2UEIIIYSMj7/qw6NbWiAVM/j8jhVQycIbxsG/faCgTd9BPnwiKREDTM1RYeoKlRD46oxC//Cqymysn12A9+t6hWV8MRyuskqCiEqdaPbVyUzBTRlfCSEkCAl6knRnaJ1cfBpdSzhRCXw9fvw4qqqqovHWcUMYZeVxnC+ryMKyiqyQvQcfxOpvRJkvfnaCWMkWkKGQAgBe3duJrxsH8NNTqieV+TWYyn24MAyDVDn3U5S5ppKwOfkpI7h1MhQSrJ9dGJ73d/3d1zmM61/ai1tWlOOkAN+lk2Vx32f1wuOsFG5f8McGBb4SQgghhBBCCCGEEBI5fMf+PWdMwwVziqJcmuTBtyVT3CshhBBCxmu0aYltDhZGqyP8ga9B1F/4PuRN9f3451cn0K+3AgBEfjrUldLRs6+GS5pCgt+eWYPfnlmDy5/djWa1URiQxPdXBxPbEI34AEwyyywhhCSKZDwP8iFVkw2/o+zhnLFThoZBfX091Go1rrnmGqxcuRJXXXUVvvnmm2gUJWa547vDV9NyB746R13neK8et712AC/savd6TbRlKqXC/13DFvz43cNo15gmPLrec4RaNEnFXAFsDu+Mr0wYa9xFGe6pHI726vHLDUdgDjAdxdPb2mBxRULfsLQMtQWpADwCX5P8pEoIIYQQQgghhBBCSDQUpinGXomEjIihjK+EEEIImZhA1YdIVC38zT7ri++f3lg/IAS9AkCOSib8f+eaStQWpOKGpWVhKWewfAck8YGv4+r7H+cXP5ndxBfrxKABRquD6pOEEOJHop4ZQxWfxghtEpMtUXyLeMZXu92OpqYmVFdX45e//CVSU1Px4Ycf4rbbbsOzzz6LFStWTGi7EklUYnjDhm80E4mYsH02mWu7Ttb9/YnF3n8/OtqLfR1a4TXZKllMfNdZqbIRyy5+Zhdq8lPx8g2Lxp2ZlonA9x0MuYQbDedw7ROxKxBWxPg/xn3310TMKcnAGzcvxhf1A3hscwtsDhbOUd4PAF7czQVBp8rEuHudO3Mzfzw5WDYmjpFYFIr9RSKH9ld8of0VXxJ5f9E1MDQS+RhJRLS/4gvtr/hC+yu+0P6KL4m+v6heGhrxdpyIJdFt24y2SO8viYRru20aNOLjY304qzYf0jg5VmJBvP2+kh3tr/hC+yu+JPL+SuZ6yVjEAb4bsdi7TheOY4TvG/d9L0++mV1zVTKsn1OI9XMKhdd8Z2U5vrOyPGTlmig+NoDh+/pdRZdKRGMeh8L3yoyvLs1/OxKf9whmf0ld6+stDqz9zxbkpsrwyg2LkJcqD/r9SWgk8jk4EdH+ii/B7C/+vtofUYBrVFwT4tPGvkYFwl/7Pj7ah++urkB5dsqkihWvv6+IB75KJBLs2LEDYrEYCgU3An327NloaGjA008/PaHAV5GIQVaWKtRFjSq5gstoqlBIwvbZUlzv8W2LBt9ZN83rufR0JQDA5qqy5ahkuPOUaly6qBRpCimiraLQPapMJhHB6spAerxPD8ilyApQKXz86xN4dksLslQyPHHdIpRlp0Cp5AJp5bLwfd/BUKVw5RBLuXKkmrnMq2KxKGC5+P01UUuyVFhUnY/HNrcAANLSU5Cl8g4ufnZLM45162Cycd/1y7cu9ypTZoaR+4cJXFYy+f1FIov2V3yh/RVfEm1/JWKdNNoS7RhJdLS/4gvtr/hC+yu+0P6KL4m4v6heGnqxfpyIRFynREaakvY9Ire/0jVm4f/ffXgM29uG8Mg1iyLy3okk1n9fxBvtr/hC+yu+JNr+ojppYKzM3dc9pyQDhzrdiajSM1KQlTnyeAjlMSKX87EIslH3k0wm9nr86HWLsKQiO2RlCCWJK7mUKlWOrCwVJDLu86mUo38+XlrqsGsb4+vjZlx18LRR6uCB9te62VKUbDqBziETAGBAb0WnwY7pZbH5/SaDRDsHJzraX/El0P4SmWyjPpeRnphtHDIZF6qZkjL2NSoQlcodF3fhkzvxzyvm4aIFpZMuX7z9viIe+AoAKtXIHTdt2jRs3rx5QttzOlkMDxsnW6yYYjZzlV2rxQ6NxhCW95C5Aue/Ot6Pwy0DKM5QQiwWIT1dieFhExwOJ4b0FgDALSum4MKZ+bCbrNCYrAG2GhlTVFJcuagEOrMdPz21GhkKCRb+7WsAwNCQEWKb3e/r/vN1E57Z3gYA6Bk24/ODXbhoXhGMRu5z2myOsH3fwWAdXKCrzmCGRmOAVus6rlnWb7l899ek3ttjCgW1xgDG6r7AdAyZ8McNR7zWz5LAq0wmA/cdWm3hO2bjXSj3Fwk/2l/xhfZXfIml/ZWergzZyLVErJNGSywdI2RstL/iC+2v+EL7K77Q/oovsba/qF4am2LtOBmNzc61Ker15qRul4v0/jK52pR5Hx3qwd8/PoJPj/ZBLhFjaXkmvr+mUsioRrzFy++LcGh/xRfaX/EllvYX1UkjZ8jo7m9/+qp56Bwy46KndnLPaY1Qsu5jIRzHCB+LYLHYRq0/Wqze/e3VGfKYrWs6Xd/L8DBXHzbwff/Wsfut9fqJxQk4ndx76nUmaDTuhFLB7q8PvrsMLMvi2hf24kiPDrokr8tHSyydg8nYaH/Fl2D2l848euCrVmuCRhZf2UeDYXJ9Zqt59GtwMBhXWxDvk4PdOLkia8Lbi7XfV7D10ogHvjY0NOCKK67Ao48+imXLlgnL6+rqUF1dPeHt2u3R/9JDyeHgghCdTjZsn+3aRaV471APAKB7yIx8j2hwh8MJu90Jg6tCKxeLYu47/snJVcL/DgcLMQM4WK5SOlpZPzvW5/XYZufWdThdQZ9s+L7vYEhcjaBmG/f921xlYRD4GOf312SJGMDp8x0OmWw41q0T1lk3LRfzS9KhlIi939P1FWpN9pg7VmJNqPYXiQzaX/GF9ld8ScT9lWifJ9oS8RhJZLS/4gvtr/hC+yu+0P6KL4m6vxLxM0VTrB8n/Hj2cLYlx5NI7a+avFRcMKcQDIB3Xe3sT2xphcX13oe6hnFKdS6m56eGvSzxLNZ/X8Qb7a/4QvsLeGZ7G4716XF6TR5Or8mLdnECSsT9lWifJ5S8vhsni9IMBeQSESx27jjw992F8hjh+8bZAPXHlRXZ2Nk6BAC4aVlZTO9PfpiRzfUd2V2xFmP1sQNcHRrg+sjH8xn58AKHw/93GOz+cs1UDdso+51ERiKegxNZy4ABXzUMoCJbiRUxmomauAX6fdkC/O5sCfa77NKa8b+9nXhzfxcAwDnJ+LRTpuWgd7gcT25rhZMNXZtQvJ0PIx74WlVVhalTp+Lee+/FH//4R2RlZeH111/H/v378dZbb0W6ODGLz70ZztHgFTkpmJanQkO/AW8e6Mac4nThuS6tGYN6izCtvVIqHm0zMYNhGIBlhUqmP3yjY2GaHD06Cxx8o7D7Cw9vIccgFXPv/9LuDly+oFgoV6SyAogYBk6WFb6X9w/14E+f1QvPT8tT4W/rZ/p9rdhVKx8wWHHBkzvwl/NqMaso3e+6hBBCCCGEEEIIIYSQ0GARoEGUhI1ExOCeM6ZDb7ELga8Wn84hk83h76WEEEIioHvYjEe3tAAAvmwYwKrKbKTIYr+/kyQHz9qbbz8wG8GqXaAu6GsWl+LyBcWQhigLcDjxn+Put+vwy9OqYXNlquP7rwO+1vVXGEzGsvjlhqPo1VnwwPm1KEpXeK2/uWkQXzcOoktr9nrvCZfdVQI2kjuekDj3k3fq0NDPZcr8+LvLkJsqH+MVJC4l2Gnx1b2d+N/eTuFxEJeogFQyCW5ZUY40uQQPfXkiovWHWBLxwFeRSITHHnsMf//733H33XdjeHgYM2fOxLPPPovp06dHujgxS4jDDPP75KTI0AADPjnah7VVOdjdPoSGQSMOdmi91lPGwY0gf1Jwun7NWpMN935aD73FDpVMjMsWFAsNj2kKCRf4yo9mc70m2tX2WYXuQNGntrVCIeG+98me8ILl+x0e6h72en5qTsqor63KTRFGInYNW/DnzxvwyvWLwlZWQgghhBBCCCGEEEIIPAbPR7ccyUrip/E2UynFkMkGmyNJe54IISQGGK3egw9++PYhPHnl/OgUhhAf/oJThADMCET68O8/VvUxHoJeAaAsU4mjvXoAwAMbG1GdqwIAiIOoIPuu0qU148uGAQDAjhYNLpxb5PX8j945HIISu7n750O6WUIS2qDBKvw/ZLJDIhIhM0UaxRKRcLjqhT1QycT43Vk1OGVabrSLM2m+A2MzFKE5Zt3XseS8kEQ88BUAcnNzcf/990fjreOHq7YZ7sbKH5xUie0vagAA+zu1eOtAt9/1UuMg8JUbDcfdCuxo1eDONw95Pa822oTAVz6DLR/gGSMJX7G2OgeXzivCmwe68X5dr7BcFMGMrwArfC+8C+cU4oI5hZgRYFoulUyCb+9ahQc3ncAb+7tgsFI2A0IIIYQQQgghhBBCIkUU9jQKxB+ZRIQclUzofBUzQJpczAW+OuNnekBCCEkkNod7qnPe/s5hPLqlBd9bVRGdQhHiwV8SLL47ONwZ27q0ZrzhmmY56p3jIXLfuTNQnq3Ek9vaAAAakw1AcBlf3bgv3nPgkm+fuT+T/QZFwn5PzoAlQsbL7nBCbbQJjx/Y2IADXcO4fkkpfnDS1CiWjISDwerAR4d7EyLwlb/4l2UqcOOyKTijJi9EG2Y8N590ohL4SsYWqQNyen4qzqrNxydH+2B1uBvhSjMV6Bji0vNfMq8oLqas5yuVOrMdv9xwZMTzZrtDCHxNcQW+OnyGTjEx0Dh847Ip0Fns0FnsMNmcGDLZcLHPSLJw4Sv/fHss/+0UpSswO4hjgGEYnF2b775ZIoQQQgghhBBCCCGEhBUboSQKxD8Rw+CFaxbgtX2dMFgdmFeSjv/t7QJgHhF0RQghJPz+t7cTD3/ThNtWlAMAslOksNidMFgdeGZ7G3a1anD2zALs69DCybKQiBikK6SYW5yOs2rzo1x6kjT81N/cU96H723tDieuf2mv0AeslMRHRtexMAyD21ZWYHvLEA51D8PminsILvDVO2DI7jFwKRJZWBnXQUAZXwkJzg3P7vR6fKCLm8X4hV0dOL0mDzMK0qJRLBIGEhEDu5OFI0EGBvAZ3c+fXYj1swtDtl1RhAbOxCoKfI1RwvQCEWit5N+BDwLNVsmw4bvLMWy0QSkVRaQMocBnRf35+0egt3DZRs+dVYC1VTn4+ftHYLa5K6lKVwZbu5PFjlYNGvoNAGKjcbggTY77zq2Nynvz36Fw4ZjMNGnJelYlhBBCCCGEEEIIISSCqBUu+vLT5F7Zhd7az82sZqMIBkIIibi/f3kCAPB/m1sAAKlyCZ6+ajYuenoXAOBQtw6HunUjXvfG/i7MKU5DSYYyYmUlyStgxtcwvq/B6oDWbAcAXDqvCOvnhC7wJhaIXXG8w67PGEzcq2c/ePewGde9uFd4HFRVbpIBBnwZg8kuSwgBDnVoR33uzjcP4fM7VowrxmnIZMPOVg2WTMlEVoosFEUk4zDaqe+C2YWYW5yOP31WH9kChZEQBxji7TJJfh1JjCE8CchfZTdc+B+B3VVz44MfU2TiuAl6Bdyfo1NrFpbdvrIcmUopAMBkcwjLU6Tcof9+XQ938TveDwCQipP7J+E7EoCdwK1VJG7KCCGEEEIIIYQQQgghHGcEkyiQ4EjF3L6we8yyRgghJDpkYhFKM5V4/9alOLk6J+C6v/7gWIRKRZKdEJvip/4WzinvPbPm/fzUamQnWJCXZyIsINiMr5y6bh3WP7kTngn7g9kXk62B8+/wmw+P4dsTg2Hd/4QkAj6h3yvXL8STV8zDq9cvwoWuIH6t2Y4/f94wru394ePj+M2Hx/CbD6kOEFMYCCfYRDktui/9oW27SfaWoOSO8oth7GQybY4T/6PiLxDxGvsp8vmyfnZKFQrTFUKFVm9xj+ySuaZt6BjigmTzU2VYPTVbuCAmK9+MrxMZcZDsJ1VCCCGEEEIIIYSQZLOlSY3ndrTh06N9wuB6EkEsn9AgyuUgAomrkd3moN8DIYREksPJYl5xutey7BQuQU5RugIPXjAL/7thEapyUzAlS4mlUzJx5ow8VGanAACsdhqwQCLDXxIsvp82HLUHo9WBz4714d2DPQC4gNBEHDTVojZ6PV5ekTXmawJ9C5E4I6TK3JM0//jdw9gbIJslIcSd0C9VLsH80gxU56nww7Xu2TcOdQ2Pa3tbmtUAgF1tQ/joSC8Fn8cQIXFfgqTdC1sCTL7+kBhf07hJxl6FREfkjkj+R8VfIMRxWsnNTpFC5wpuBYDVU7lRm3JXkKvV1ciolIpHBMmeOSMfd3lcDJOVyHXlcLqOhcmMOEjWkyohhBBCCCGEEEJIMjFY7fjRO3VCO9ILu9rx0nULE7IjPVZFcvYwEhypq53VRhlfCSEkYl7d24l/f3VCyNZ4UlUOlpVnYk2Vd5bXqlwV/nfDYq9le9qHcPvrB72yYRISTnxglWeVWfg/DIfh41tb8MqeTuGxJEFHTHn+hnf+eE1Q9yS+q9y+qhwnBoz4/Hh/cBlfJ/lV3r6qAhIxgy/qBwAAvTrL5DZISJQ5WRYHO4dRnKFAfpo8pNvuHTa7E/p5/PhS5RI8deU83PK/A+jVWXDfZ/U4fXoellVkwWC1w2h1IC/Vuywsy2Jri8Zr2e8/Po7KnBTUFqSFtNxkYhhXK0fCjK/2c+0PhTBWH+ICBb7GKHemzfBXOvl6LX+BEMVpRfefF83GJ0f70Kw2oiY/FcUZCgDAtDwVrltcima1EXYHi3XTctA06D3aiw+OTXauGbjwp0/r8dszp0+s0TyMoxEJIYQQQgghhBBCSGxRyST4yboqPPTlCQBAfb8BDhaQxGcTY1wKNFUuiQ6pK+MrZUAmhJDI2dqs9pqi/JyZ+Th1el5QrxX7zI5JSKQwfv4Px1E4oLd6PS4McTBarMhVydA9zAWOBjsQzzceoyxTiVa1CUBkgq2q81R44PyZ+MFbh7DdJwiPkHjz0u4O/PvrJuHxmzctRrkrq3qr2og9HVo0DxoxuzANZ9bmB7VNi90JEQNsblLj5+8fEZaLfeKaMpVchneD1YH3DvVgX4cWZ87Iw5Pb2oR1SjIUqMhOwWk1udAYbXj4m+YR7zegtwIFwX9mMjmjnWYZhHdASCIRvqYkHcBFga9R4nCy2NQwgGGzDasqs1GYrhCeO9arw4u7OwBEpq2Sr8wJGV/jNPC1LEuJW1eWj1guYpgR2Vz/+dUJr8cU+MrJUErRp7fiWJ8e17y4F7UFqQDGdxzG59FDCCGEEEIIIYQQQibqioUlOG92AU7+z1YAgN3hhEQkjnKpkoeTzxoS5XIQNz6Lmo0CqAghJGL4zn6VTIyrF5VgVWV20K/lkwK1aUzo0pqF5DqEREOX1ozKnJSQbpOvL16/pAwLStMxIz81pNuPFT9ZV41nd7Th0vlFE96GiGGEvnGHk4WTZXGoaxg/efew35iCUNXB+e04kzRwiSSGb08Mej0+3qdHeXYKHE4W33l1P7RmbgZnsYjB2uocKKSB2w02NQzgFx7Brrw1VdnITpF6LSvPTsF958zAwa5hvL6/C20ak1fQKwB0as3o1JqxpVktLMtUSnH+rALUdQ9jX+cwHt/aCpvDibXVuXEbOxWvGPiPcWUTJPI1XJ9ClOTJCSnaL0q+ahzArz84igc2NuKPnxz3eu73H7sfRyQg03WutvtJCZ6o1lbnoCRDgewUKcqzlFg9NWfsFyWBP59bixUVWcLjyUylkKyjCQghhBBCCCGEEEKSkWebIk0THB3UJxc7pK6ptewOZ5RLQgghyYMfa/Cr06bhtpUVYwbTePIMbLn4mV3oGTaHuniEeHEn7Hcfe3xA2KfH+oLahpNlYbY5Aq5jtjlw+bO7sbF+AABQmC7H6qk5yE1NzIyva6tz8Nw1C3DerMLgX+RThxYx7v3y32+bsewf3+KW/x2A1mxHn0/m3FASApfoVorEMd8YEY3Rhoc2NeLeT48L5ziACyq32Me+V9rZOjIL8mPXLsTDl871m9X5zNp8XLukdMTyy+YXj/oe0/JUuGvtVKQpuEDa4316/GLDUXzjE8RLIothEu+8KMz8HuqYPMZ7+8mGMr5GAcuyePNAt/C4fciM/R1aTM9PhUzMoGnQCACYU5SGC+eMo1I2QSKfwFdRErSQLizNxLu3LI12MWJOZU4KHr5kDq57cS+O9emFRoLxnHiTIG6aEEIIIYQQQgghhPiQiN0D+Gma4PAx2Ryw2p1oHjSiW2fGivJsd+AE5XyNGfzv4eFvmmFzsLhobiGyUmRRLhUhhCQ2PthmIv1U03JVWFCagX0dWjicLM5/cic2fX8l0hTUlU7C42XX7K+eTpuei431A0FlGGzXmHDxM7sAAD9dVwWFVASdxYFpeSosK3cnOWpWG9GsNgqPxVRdHMH3K2EYBvOK0/HR4d6gsueFqg7On7u+OTEIuUSEU6bnCbMIEBIvfJsCnt7eBo3J5nfdYAbM2j02OKcoDXNLMnDW7CJoNIZRX1OYJseULCXaNCYAQIpUjJ+fWo27TqqEkwUUUhE2Hu/Hbz48JjwPANcvKYXDyQrZYDXG8AW6k+AImbCjWorQcbfdhBa/vUTJjDteVFuPgq3NGuxuGxIe9+osuPW1A6jOVeHkanfm0QcvmIUcVfgbw/jKmCOJMr6SwBhhRMD4p0mjo4cQQgghhBBCCCEk+Xh2otsp8DXkmgeN+MFbh0bM0HRydY67c5Ea5mKGZ7v+o1taYLE78L3VlVEsESGEJD7+eiiaQD+nTCLCE1fMw6Obm/HMjnYAwNFeHZZ6BBASEipDJhte29cFAMjxmKp7ZmEaNtYPBBW2suFwj/D/Q1+e8HpuYWkGZhSk4gcnTYXTp14+kd9HshExwEVzi3B6TR7+9XUT3jvEfdcqmRh/OKsGHxzuxddhyATJ75mvGgfxVeMgFhzoxhNXzBuxnpNlsat1CHlpMkzNUYW8HIRMhm9TgG/Q62nT8/BlQz8cLPDKnk6sqszGgtKMUbbFokvLZWC/c00lblhaBkkQM2YzDIO3bl6Ctw92Y3+HFidPywUAr0zwKyuzcUZNHqwOJ25YWgYAmFeSgX9dnIFfvH8EmxoG4KBmjYhjGI+sqGDcg5kSJJXpZAZpBeKO7wrtduMFBb5GQfuQSfh/8ZRM9OksaNOY0DxowPR8rnIiFTMRCXoF3D+CfR1aAMmR8ZUExmd4dUzixJuk51RCCCGEEEIIIYSQpMQwDMQM4GCBVrUJIjDI9OjIJ5Pz8dHeEUGvAJdUYSKD10l4Xbe4FAVpctz/eQMAQGcJPA0xIYSQyeOvh5Pp5vze6kp8dKQPPToLbBTxQsLEZHPXC/576Vzhf0aY0nnsYy/Q8bm3Q4u9HVqcVJUDqdg7SIziAEby7Qfn90OqXIKTqnLwydE+AMBf18/EsvIsqI1W78DXEH2l/Xrv7JL1ffoR6/QMm3H+kzuFx385rxan1+SFpgCEhACfcTJVLobe4x7omkWluHl5GdIVUqz61wAcDhbP72zH8zvb8fkdK5CpHNl28N9vmrHLlVBwItmPL55bhIvnFvl9LlUuwZ/Pq/X7nMgnSRwJM4+vebS9THsiMD7Z5bYWDT492ocza/OjXKLIGjscnoSczcElYj67Nh+PXjYXz129AADXKGy2cc/duSZyo78VErHXYynNcZD0JjNwgj+pUj2AEEIIIYQQQgghJLnw07vf9toBXPrsLqEdlIyf3eGE2SMowmLnvsvqXBXuO2cG7l47FYB30ANl8IodqXIJLp5bhNtWlAPgshURQggJLz7LHDPJ62FBmhwAYKF6DAkTq6tep5KJUZalFJbzwVbBTJ7gW7U4uzYf/3fpHFw0t1BYZrA6RmR8pTiAkXy/Ec/4upOqcvDVnSvx1Z0rsYzPAB2mOjdf3+f5qz4e6Bz2evz2ga6wlIWQieJPObe67oN4MwtTka7ggluLMxRez/32o2O4+OmdeGBjAxoHDMLyF3d3CP9P8ThXhptISBIXsbckPI/zK8O490Wi3E6zIaqr+irNdP+m7vnoGJ7a1hrS7cc6yvgaBfxUX3zFUiF1xx8brHYAExuxMFGXLyiG1eFEY78eZrsTN6+iKZeSHX/4OZx8xtdxHI90v0QIIYQQQgghhBCSlMQebUhasx16ix1ZKZGZ1SqR2BxOXPbsbnRqzZiRn4qHLpwlBLiurc7BmbX5wuxdVofT3QlE7XIxJ9mnHCSEkEiwOZww2RywugJVJ9vFKnNNozxosI6xJiETY3P1v8p8srGOJ+Mr6yf/3dLyLCwtz0KL2oR9HVpY7U44ZO71zpyRh5UV2ZMpekKqzktFdooUaqMNYgaoyE7xel7iu598Xh+qKrjvQCl/A6dGLKGBbyRG6Mx2HOnRoVVtBACUZ6Xg8Svm4sVdHVhVmY1103KFdZ+4Yh6O9Ojxh0+OY8hkw/YWDQCgfagbbx3oxgPn10Jrsgnr37x8CtZU5UTss/CZsdvURhzv1aM8WwmFVDzGq0ioiRhGOMUd79PjX1814ZyZ+Zienxrdgk1CuJpu5pVk4D+XzMYP3qoDMHKQRKKjwNcQeHJrK96v60FWihQPXjBLGAk4GruDD3zlKkkSEQMRw41+4NN9RzLwtThDgZ+fWs29r0SErCwVNBrDGK8iic11Y+X1aHyoLZcQQgghhBBCCCEkucgkIhhtNKX7ZA0arOjUmgEAx/r0uO21A1g6JROAO5kCH5RjtTuFTnHq9o49fIYayvhKCCHh0TNsxtUv7IXOYheWTTaLltx1jf3bF42YmpOCRWWZk9oeIb74WRF8s6/y4ZXBZHwNRObabr/Bimd3tAEApuak4L5z/U/rnexyVTJ8+N3l0JpskIoZISvlaHzPMFkpgdcPlu9u93cY+At4JiTaOrUmXPjULq9lDAMsLM3EwtLMEetnpciwamo2Xrx2AXa2DmHD4R7s9wjU++WGo17rzyxIC0u5R8OHar15oBtvHugGANy8rAxnzywYERhPQuvs2nxsPN4PFsB5swrQM8y1ixisDry8pwN72ofw4nULo1vISRAyvoZh28srsvGHs2rwh0+OJ921QjT2KiSQfr0FT2xrRY/OgqO9euxuGxp1XbvDiWO9OiE9Nx/cyjAMFBJuhIA74yvtGhI9IzK+juO1/LrBjEYkhBBCCCGEEEIIIYnjtpXlmFucLjym1qHQ6Bk2C5nBpK52Yz6gweoxDTMlfIo9lPGVEELC63if3ivoFZj8VO6eWeluf/2gEHRBSCiwLIsntnJTEEtHZHx1rzMZfCbZf3x5AvX9XFyCOIJJt+KRRMQgRyUbM+gV8K5z56hkyEsNnBQtWL773d9xMGIRVTJJDDjcrRuxLJhTTmG6AuvnFOLJK+dj109Owg1Ly0asc3ZtPpaVZ4aglMHzl6TwmR3tuPmV/bB73H+T0PvdmdPx7Q9XY/MPV2NmYRryfZJO9sd9Nn5+xu3wbJ0PM0y2SwNFV04Qy7KwOZw45/EdXssDjdz+xYajuO6lfdjUMADAuzKrkHL/CxlfJ3lTRshk+N5YjefESw3shBBCCCGEEEIIIcnpsvnFePqq+cLjZGtsDxXfLF9OFvimcRCAu92Yb1u2Ody5PESU8zXm8BlfHfRjIISQsPC8Zi6ZkolzZuZjQUnGpLa5fnYhbltZLjzeWD8wqe0R4un5ne3Y3KQG4M78yuOzFQdTawhUteBnBvB037kzgi4jCYzxqHN/b1V5gDXHx989wFiohkligd3PwTqR7OuXzS8WgvS/t6oCG+9YgXvPmQGFVDzpMo7HGTPyMSVLiYpsJX508lQsLuPqFTqLHWY7Bb6GWqDspLMK0/DMVfNx2nRuUFJJhiJSxQoplmXRMWTy+K2Ep+2Gvz4l21EqiXYB4tWP3jmMLc3qEcsDVS6aBg1ej4vS3T9KhasCOmy2AfA/ioCQSGGEBtkoF4QQQgghhBBCCCGExB0GXDspNS1NjL/kCnw2O74dmc/kZXU4hf8p7jX2iEKUuY0QQoh//Pl1QUk6Hrlsbsi2e/2SMry2txNas52yu5GQ8owv+M4K76BJvt7wRf0ANjUM4BSP7MO+AtUsZD6ZZP+2fiam5qjGXVbiX36aTPh/bdXo+2i8SjIU6NS6M0xPNgCakEjxF/iaP4FMyAVpcnxw61LYnSwK06MX4LisPAtv3bxEeHzJvGKs/vfmqJUnmfgGTDMMgznF6TjLmI+N9QNxe1/95LZWPLmtTXgcrmSCwmbj9HuaKAp8nSCL3eH/iQDHDz9t/F0nVWJmYRrme4w4TFdI0TVsgdUVaRjpUQuEeNrXofVZEvyZlx9FkGTnUkIIIYQQQgghhBDiwjCutiFqIJoQ/mtTSkUoTFOgWW0EAJRnKXFSNde5LnNlfrXanUISBYp7jT18x10wGbsIIYSMH39+nUhmuUDkEhHWVufg/bpeGshDQirPIxjslGrvoEmpyB2w+ov3j2DDrUtHDf4KFPzjG/gqouk6Q2pZeRaeuGIe0hQSZKZIQ7bdH51chZf3dGB+STru+6zB7z6m2ysSS+wOJ17f34V/ftUEAMhLleH8WQVYNTUHlTkpE9pm7gQCZsPN8wxKv8FoCT4jeqwx2xxeQa9A+NpuhJm9w7T9WEWBrxP0yGVzoTHZ0DFkxrDZhpd2d2BPuzZgGmY+8HXxlEzUFqR5PfeTdVX48EgvrA4nspQyLCvPCmv5CRmPsqxxjKiheydCCCGEEEIIIYSQpMY3DyVbY3uo8BlfxSIGL1+/EL06C1JkYmSnuLNL8VPYsgAMVi5JQ6iDfsjk8Znb/GXxJYQQMn5DJhue3NqKQ93DONqrx7zidADu820oUaIXEg58MOPPTqkaETS5uiobp07PxRf1AwCA1/d14a61U8f9Hnw9kecTB0smiWEYLCjNGHvFcarOU+H3Z9Vg0GAF0OB34JRvLAqdnkg0fdU4KAS9AsC66lx8b3VlFEsUHp632YHiwUj4uGdSiW45JqJVY/J6XJwux+IpmWF5r2QdeEuBrxPEMAyyU2RCY+NbB7oB+P+hsSwLg9UhpPgW+2mAnF+agflhqCARMhmnTc/Dd1eVoyJ7/CNykuxcSgghhBBCCCGEEEJISPBtzCKGgVQsQmmmcsQ6vpm8ABqPHov4DGvx2EFHCCGxaOPxfry+v0t4fKBrGECYBn8IWbPoJE5Cx+lRz/OVnSLDA+fPxMn/2QKD1YH2IdOIdYIhFXtvWxyOyHASNp67i2VZr/PbiDolVTJJFGlMNuH/e8+pwSnT8qJYmvChjK/Rx8TxgFJ+wEuGQoLP71gR1gHLwvUjDr+nyaDA1xAJlMXgng+P4bPj/cJjEVUuSYz73w2LsK1FgysWFEM6zmGA7nNpcp1MCYlFJwYM2OQaGXxqTS6m5qiiXKKR7A4njvbqka2SoiRjZEceIYQQQgghhJA4xDAAyyZbW3vIOF2tzIFakWUSEYrS5egetgAAavJTUZQee9NCJjvK+EoIIaFlsTv9Lg9H12s8ZxcjsYuvEwQ6Zu9cU4m/ftEY8NgL9Fyq3DsERCERj6eIJMo8g6Ie29KCm5ZNgULK7UM6HZFYwseDnDY9F2fXFkS5NGHkGXwexWIkqmC+UyaOh/nyn08hFYd9lp5knX2JAl9DhD9A/R1AO1o1wv9TspQozRjHtPGEREFVrgpVuRMLkKMZ1QiJHX/d2IB9ndyI9ye2teLfF8/GysrsKJfKzeFksf6pnejXWwEA1ywqxd0nj3/aHkIIIYQQQgghsSVZG9tDhQ9kCNQpImIYvHzdIjQNGlCaqUR2ijTsnShk/JJ1qkFCfDlZFgN6K9IVEiF4h5CJ4IMGp+epUN9vEJaH4xrIB1nQKZyEkjOYep5o7GMv0HPnzMzHtmYNslKkqMhWYk5x+vgLSqJGLhFBxHDHyjM72vHhkT5suHUpd8z47Hg6P5FocgRxPksEXp+OfnTREceDkYTrfiTeLEnbHyjwNUSEg9TPL40/qF65fiGqclV+py4gJFH4jrbwnYKBEBI5Qya71+M2jQkrK6NUGD++OTEoBL0CwLYWNe4GBb4SQgghhBBCSLxjhE6JJGttD4FtLWr8dWMjgLGz16UpJJhXkhGBUpGJooyvhAAv7mrHw980A+Cm+Hzz5iXIVEonvD2zzYE9HVpIRAxmF6VBJaOuzmSUrZIBHoGv4cj4ytBIHhIGfJ1AHKDvNJjDOVA9uyRDiWeunj/OkpFYoZSK8ZfzavGrDUfBAujVWeBgAYmfA4OqmCSa2CAyWCcCz9M1S5WCqOCPsWN9evzgrUO4YHYhTqvJi26hghXB3wk/l3eyXRvobjBEAsX18RVYhURMQa8kabAAXtvbiX9/0wQxwyA/TY6/rZ854UyyhJDxc7iuP8UZCnRpzbDH2PAez6BXgNoPCSGEEEIIISRRUAvoxPQMm3HXW3XCY5WMsiLGO2GmOGr0IEns6e1twv9asx1tGtOkAl//+VUT3j7YDYDrQH7umgWoLUibdDlJfOCbuPNUMlyxoBhbmtXQGG1YV50bxvekkziZvA8P9+Lhb5qgNXMJS4IJGQgU3EpHZWI7dXoePr8jE6c9so1bwLIAmBFBd3QckGjir8mJHgPl+enoNxcdnvtge4sG21s0cRP4KoRnROB34n6L5DpSKfA1xPwdPvwNkUjk50lCEowwAJYFvmocgM3BwgYWbRoTdrRqKPCVkAiyO5wAAIVE5PU4VvCBubkqGQYM1mSrgxFCCCGEEEJIwuKC/SgXyngNGm3C/2fOyMPPT62OYmlIKPBdAhQ0RZKZ1adN0jbJNsquYbPwv5MFnt7WhocunDWpbZL4wQcCMgzw01Oq8dMwvhclfCWh9MmxPqhddT2xiMHUAP2ldOwRwDfLpOsvHRQkinp1Fnx7YhBKqRin1+TB6eTjoBI88NXjx0i/wdAL5jv1nXU6nvAfLzI/E+5N9BYHuofNKEpXROJNo44CX0PM348yWUY6EAJAuBvTWezY3a4FAKTJJdBZ7FQRICTC+AyvSimXIcYWYxlf+UBciaumR12ihBBCCCGEEEKSmdXO3SdPyVLivnNro1waEgp8n8C3TWr89qNjuGhuIRaWZka3UIREEMuysDm4Nr8spRQakw0/fucwnrhyHmryUye0TYerjZMbYgF8fWIQ5z2xA786bRpWTc0OUclJrHInzQp/n6tIyNrN4ufvH8GuNg1OnZaHe86cHvb3Jomje9gMJ8uisd8AAPjRyVNxTm0BMlNGz3xNIQUE8A704vvYfXvRqO+dREL3sBmfHO3DI5tbhGUPfdkIvcUBwD3YLxnQTy58Al764vi6KAzaisB78TEXzWojLnhyJ964aTHKs1Mi8M7RlUznoLDib7DMdic+O9aHtw504c39XehxVWYBCnwlySFDIYHY51DPTZUBoIoAIZHGB74qpCKvx56sdmfUMsHyjdTiBB8JSAghhBBCCCHJijpix8di5zoO5RJqtk8Unl0Cnxztw2MencWEJAOHx3WgOIPLOGS0OfD6vk5Y7U5c/cIeLPvHN1j9783468aGoLbJt3H+cO1UYVmvzoKX9nSEruAkZvF1i0i0KPPn8B6dBV82DEBvceC9uh50ak0ReHeSCJoHucCTC5/axc16B6AoXREw6BUILrMd1bMTn9+MryPWogOBhJfBascVz+32CnoFIAS9AkBJZuJnlXTPIE+/uWiI51ACoe4agXjBeSXpWFaeCblEBBbAj989POnZNuIBZXwNEf4QfWl3BwZdFVcA+Kox053iO45/jIQEKytFhsevmIeDXcMYMFhRlK7A0V4dmgeNwmgGQkhkCIGvEi7ja5/OggG9BXqLA//8+gS2NmsAADkqGd64cTHSFJGtFvDlk4r5kfMRfXtCCCGEEEJiQr/egm0tGjicLGRiEdZW5+ChL09gV6sGUrEIi6dk4p4zKKsUiS/u6VnpRi8YgwYrHv6mCR8d6QNAga+JZH5JBvJTZejTc30GZnvidzoR4slzwP2fzpmB3318DHXdOnxwuBelmUo0uDIgWuxOfHy0D784bVoQ2+SuLSUZCnx71yr83+YW/G9vJ0xWxxivJImATzYUyVxDRp9j69HNLZSZnQSlTWPyqg0XZyiwoCRj7Be6ju9AfSZUz04uQh876447cbIU9krCT2O0wWTj6nM1+ak43qcXnpNLRPjPJXMwryQ9WsWLGIbhfn70m4sOmTh+20iciFzG11S5BP+9dC5+9t5hfNU4iDaNCbvbh7CiIrFnxaDA1xDhb7D4oNcMhQRasx1qow18gj3K+EqSxbySDMzzuHH7w8fHolgaQpKXwyfj6weHe/HB4d4R6w0arGjVGDG7KLw3Js/vbMf7dT0AgJOrcyB1VVIlIu4v3SwQQgghhJBk9NuPjmFPu1Z4PL8kHfs7h4XHnYd6cOfqyjGzAhESS5ggOuuJ2ydH+4SgVwCYW5z4HYfJoixLiQ+/uxxbm9X44dt19JsgScVgtaNd486MWZguxxULSlDXfQxOFkLmsHSFBMNmuxDQOBa7kwu+EIsYKKRirJ6ajf/t7YTZPvHAV73FDovdCZVMDIVUPOHtkPDjj5JI9LnymblMNu9jy0BB1iRIDtd5rThdjhevW4h0xfju6QIFt1KdIvEFOs1R1AmJFP5co5KJ8dJ1C/HZsT785sNjyFJK8Z9L56AmPzW6BYwQYXAvnXujYnZROq5bXIqPj/ZhwGBFrkoW7SKNye5k8d9vmvHmgS4AkY0X/PG6KnzVOAiAm/030VHga4j4HqJVuSrs7dDC7mQ9bsIiXSpCYgRD2RwJiQY+o+op03LxRf1AwHX5INlwemVPB9RGGwDghV0dQkeehC6QhBBCCCEkifGDqPmMgJ5Br2KGmyJ4yGSjwFcSV4KZnpW4eWaSe+6aBZhVmBbF0pBw4Js+gg3sIyTe6S12rH9yJ3QWu7BMImIwryQd2SlSqI02lGQoMDUnBaurcnD/5w1Bt0/y60lcs0gpXFmyTwwY8eS2Vpxek4cpWUr06SxIkYnHDDT7smEAv9pwBK5EsvjO8im4fVXFOD8xiZRIzizIn7vrunVey/msw4SMhZ8VtiBdMa6g12Bq0nQUJj7PeyrW5y+ffpKqliTcfDOtnzEjH6fV5CVf0j/+NxftciSgYL5TsYjBXWun4pTpubjplf2QiWP/+DvcPYyX93S4F0SwyEXpCswpSsOhbl1SXCco8DVkvI9Sftpmz2lcku7kT4gLn3icGnYJmbxDXcN4bEsLAGB2URq+t7py1HX5a9CC0gxsvXs1Vv5rMwDg3FkFOLs2H7UFqbjplf3cdDvj+HnanSw+PdqHQYMVpZkKnDI9b8zX2BzOEVNCHeziOvQlcVA5JYQQQgghJFz4GI9103Lx2r4uYfkdqyvwweFetGlMeH1/F06rycWCkgwh89RoWJbF6/u6cKh7GBKxCOuqc7G2OiecH4GQUVFTUHBsruyFVywopqDXBMWfu+knQZJF55BZCHoVMcBJVTlgGAZF6Qp8fPtysCzXgQ0A/XoL7gfX5mh3shAz8Fvf2d6ixu52Ler7DQAAsWud7BR3xqcntrbi/UM9mJanwrdNajAA/nPJHCyryBq1rAe7huEZx/jpsT4KfI1RLMtGdJZNfsYy3wyv/HWbkLHw/aLj7QIJavYEqlQkPM+cMfyxwLLu5xygw4CEH+vnupuMcU/ujK/0qwuXYA6reLqvtvhkWo38ryZ+vqvJosDXEPH9EfI3QzaPu+VkvAAQAnjcoEW3GITEPZ3Zjlv+t19o3NvZNoTLFpT4TefPsqzQYCsRMZCKRXjpuoU42qPD6TPyoJJxVQD+xtkxjor69hY1/vDJceHxDUv1uHPN6AG4WpMNlz27G2ZXBe/cWQX46HCvcE6YnpeKum4d3SwQQgghhJCkxNeDV03NxpDJhtJMJa5YUIysFBm+PaEGYMIb+7vwxv4uPH7FXCwszRx1W3aHE1ua1XjoyxPCsu0tGgp8JRFHbUHjw7ch823KJPFQxleSaDq1JgzorUiRiVGZoxoxo5PBxgW9TslS4s2bFnsFsooYxqvnl+87c7LAin9+i/xUGZ67ZgHyUuUAgB0tGnx9YhBv7HcPEAIAuSvTa1mWEn85rxYfHO7B1mYN+g1WoR2SBbC7fWjUwNfuYTN6hs0AgBUVWdjWokmK6UDj0ft1PXhgY4NwzYxEj+v5swrQrjFhU4P3bGo2yvhKgjBstuE3Hx4D4A70DxYTIFjFaHXg6xMDeK+uZ7JFJHGEzzPpnmmY4ZZS3ZKEmRORu+7GMgr1ig3u++roliMYvkVcUZEd0fdPpnY5CnwNEd/znBD46vGLE1G7JUlSNL0dIaGhNdtGVORGa4i1e6wocV2AavJTUZOf6rUe37A8nnvjfr3V6/HRHt0oa3Kd+Jc9uxsakw0AkKOS4VenTcMfzqpBn84CJ8uiV2fB2we7k6LiRQghhJDw0Vvs6NFZkCoTozBdEe3iEBI0vuqeKpPgvnNrvZ67cG4h+vQW9OosAICeYYvw3Bv7u/BVwwAUUjEumFOIVrURD3/TPGL7ZptjxDJCSGyxuWZskdKMKAnLM7CPkHjXMWTCxU/vEtry5han47HL53oF75us3HktRSoeM1t9VooUMwvTcMTVxtint+Jg1zBOnZ4HlmXx8/ePwOhRn1lYmoGSDIVXhuzTa/KwqCwDZz66HQ4n6xVk7jsLFe+pba14fGur8JhPFGCloMaYtK1Z7RVwWpalDPt7lmen4K/rZ+KxLS14ensbVk/NxuYmtXDdJiSQ3e1a4f/SzAker35OR8/tbMOzO9pHLE+RiSf2HiRmeV4/WRZwOFnsbNVEsUQkGUUy03osc7q+iK8bB3HurAKkyinULhpErrijXp0F33vjIHJSpPjRyVXI8ZMkLOpcv52q3BQ8f81CYdBepAi/2CQYIEG/xhAZkfHVFWpu97j5SfaLAUliwUzJQQjxMmCwggGQJpdA5qoI8TcXKpkYLAsYbY5RM4U4PHpSAo0m5q9N/jK+fnasD40DBhSmK3BGTR5S5RKwLIths91rvUA/bZ3FLgS9rp9dgJ+sqxYqdvlpXNaGPlcg7VjniPfrenC0R4cUmRgrKrKxeEpm4BcQQgghJGnoLXasf3KnMJ3qadPzcP/5tWO8ipDYwGdo8ddstH52IdbPLsSP3qnD5iY1enUWXPz0TphsTgwY3APSvjkx6PU6pVSEu9dOxf0bG8Na9kgwWO043K1DcYZi4h3GJOLc07NSY1AwKONr4qPfBAmV+z6rR0O/AU9fOQ+SUc4ZOrMdrRojWBYoyVQgO2VyHcF6ix0NnQZkDllgNJhxuEvn1R54sGsYK/+1GeVZSjx11XxkKqUwWLl6eTCBWCKGwXNXz4fZ7sQv3j+CbS0avLS7A7vahnDRnCIh6HV+STquWliCU6bn+d2O1CP7jOfUoq/v78La6hwsLffO+nqsVy/8L2aABaXp2FjfD4vdgcZ+A9qGTEiViVGQJkdZlpL6+KKMj3k9d1YBrl5Ygml5qoi99+2rKnDdklLUdemwuUntlXSCkNHwSUtUMjF+ekr1uF4b6HQz6HEf+NszpsNsd2B3uxZXLSyZUDlJ7PI8DA736PB/3zbjqOvaNc4kwoRMWKA2q2QiEYvgsDvx0Jcn8NT2Nmy4dSkUUhpwEHEex+HutiEAwKKyTFw0tyg65QmAz9QtYpiIB70CyfWbpcDXEPEdscqPztd6BAfRTTFJVvyRz1I+R0L8sjtZmKwOOFgWmUopntzWiidc2QbS5BK8eN0ClGQohWBWiYgRgmBHa2TzzvgaKPCV+/vk1lZMyVKiyJUdrU9nEabhAYAXd7Xj7ZuX4J4Pj+Gz4/0AuM50k80ZsNPGbHM3Mv/2zJpR1wMCB9BqTTbc92m9sM67h3rwxfdXBtweIYQQQuIfy7JjZogCgC6tWQh6BYCN9f24vrcUtQVpAV5FSGzg67iBjnW+Tv+/vZ1QG20Bt/fp95YjSylFl2va3nifVvtHb9dhX+cwAGBRWQZ+eeo0VOSkgGVZPLjpBOr79Dh7Zj4umVcc5ZIST4GmZyUjCRlfqQc7YfGZaawOFv16C3JUMuovIBPy3iFuausdbUNYVZkNu8OJtw92C4PoV0/Nwc/eP+IVGHXlwhIUpctx0dwiKCfQQX/XW3U41D08Yvm0PBUcThZNg0YAQKvGhMM9OswqSEOnlquHBJuBkGEYKKViTMlSYluLBnXdOtR16/DWgW4AgEIiwpNXzg+4Dc+s2b6zZG1uUo8IfLU5uXXuOqkSF84pgsnmwIObTsBkc+KqF/aM2H5Ruhz3nDF9xHbG8ufP6rG3Q4u8VBmuW1yGVVMjO81pouAzrc0tTsd0n1nNIkElk0DiOsYo4ysJht11jplbnB6wjyYQf/2q/O3dHasrsH5OIQDg8gUU9JqIPKuKd755yOu502vy8H5dLyWdirKNx/thsjlwek1ewgZBuk5lSX/vcs7MfLxzkKuHD5ls0JhsKErQfR5x4ziRFaXLoZKJYfCY0cEWo7M1CO29US1FcrTLUeBriKyrzsGOFg2sDicyFBKsqMjGh0f6vNahmapIsnJnNIhuOQiJRa1qI25+db+QRfXiuUVCBzXAZUyt7zN4Bb6KRYyQ/tVfJ7bF7kTnkHsbkgAXIL7x+UDXMNY/uROf3L4cOSqZV4URADqGuGASPugV4Kbnaeg3+J2mj2VZtGpMaOg3AOBGNY8mmMujyebwqpjpLfZR1yWEEEJIYjjQqcXP3juCvFQZCtLk+N2ZNchMkY5Yz2p3Z74sSpej2zUV/DPb2/DgBbMiWmZCJsI9bdzo6/BZIPmgV7lEhCevnId0hQQXPrVLWO+laxcKWd3ifVpti92JVrVRCHoFgD3tWrx5oAs/PaUabRoT3tjfBYC7n/n2hBr/vGhWUMHyJPwY9yhoEgSbkzK+Jjr+N9GlNeOcx3dgRUUWHr5kTnQLReIa3074bZMaD246ISx/r67XK+gV4AbOAIBCKsbFE8iG1KbhAltLs5QAy8LmYMGyLC6dX4yL5xaBZVlc8NROdA9b8NmxPvz4nTqh/pEyzoCA21dVoCY/FS/sakeL2iQsD9S+KazjUZniLz/rpuXiy4YBmGyOEevbXZ3kuakypCkkUMnFWFiagb0d2hHrAkD3sAXff/MQLp1XBLlEjPw0GVZWZqMiO2XUMv3jyxN41xWs3KYxgQFiKvDV7mTxdeMA6vsNYFkWF80tEhIjxBp+xrJo9rXy1+lYDbAgseWl3R0AAicmGU2gftVYCaQh4TfaPv7BmkpU5anwfl1vRMtDOE6WxfE+PXa3DeHhb5oBcO0Xl85PrMG4dieLn793GN82qQFQluFfnz4dvz59Ok56eDNMNmfcDzKPRcEcYukKKd6/dSm6tRY8trUFm5vUMTurCl+saLVTCs1ysfn1hBQFvobIKdPzvKZXaXaNcOXdtKxs1GlnCEl0lOWDkNHt7dAKQa8AsLVZjaJ0udc6/G+Hb9wTMQzguqTc8uoBzCxMxb8umg2JWAS9xY6Ln94FjcmdBSrQKLy7107FU9vbsNl141Lfr8cKVba7IVHECA3pj21pFV73x7NrIGYY3PPRMb8VyrcPduMBj2lVA6XwZ4Koeflmto3XzntCCCGEjLSpYQCPfNsMmUSEk6tzcOuKcjAMg+0tGmhcI+jr+w04/dFtqMhWYumULLyxvwsSMYOzZuTj8+P9MLsyOqXKJbjrpGI8/E0zvmocxO8+OoZ7z5kR5U9ISGB8fVoUoInXt6p8x+oK1BakedWTr1xYgpoCd/YrdzU7/irPLMvi+pf2ChnkACBDIYHWbIfB6oDdyQ2087SlWQ2z3TmhTHYkfOLv6IsOIeMrtR8nrOo8FSqzU9CmMcLBAvtGCawjJFgsy6J72IxG16DzNLkEOotdCHoVixg8d/V8vHuoB/s6tGgaNGJQbw20SQBcQO3vPz6GNo0JIoZBmlwizGz48i3LkC4C7D7ZVBmGQUmmEt3DFuxuGxLa7eQSEVZXjS/IM1UuwfmzC7GmKgePbWkRMr7OLkof87ViPxEZhWlcO+u7h3pwxYISVOWmCJ3PwqADEXfuFTEMHr9iHpwsC7PNCaVUBIZhYLE78dLudqFt9E1XmQDg2R3t+OT25X7fG8CIIFqLPbYyhX5xvB/3fOSe9evZHe1QycS495wZOKkqJ4olG8np2TYeJVLK+ErGgQ+QHu38EEigftVgZgwhCcLPPv7FqdW4cG4RdrRqAADH+vR4alsrrl1cmrAZR2PNU9ta8eS2Nq9lauPYdax4c6LfIAS9AsDCsszoFSaG8PWQOGxqSxjpCinSFVKh/S9Wd0XUB6owyROjRYGvYeJZiV1VmY07VldGsTSERBdl+SDEP7uTxV8+bwAAzClKw6FuHXp1FvToLF7r8R3Vnhlf5xamY1PDAHQWO3a0DqFZbcS0vFR0Dpm9gl4rspUByzCrKB3/vGg2bn5lPw51D+PLhgHML8kQ3lPiEfja7cpEW5AmxzkzC7CpYYArn5/tnhjwHgAyvyRjzO8j0CnC7mcUfbBTHxNCCCEkdunMdvzi/SPC44Z+A57c1obaglQc7dWPWL9FbRIyP9kcLDYc9s5uUZKhwIVzivDfb5vhZIGPj/bBybK4c00lCmM0cxEhfHBIoKqtZyycXCLCPFf9WiJiUJmTguZBI07yCSyJ54yvNgfrFfQqETG4efkU/POrJmiMNpz8ny1C4MiULCXaXEGwGqMNygzq7IsF7qagODwAI8hsc0AmEQmBEVKaMixhqWQSvH7TYmhNNpz2yDaY7U7YHU5KlkECGjRY8cqeDrRpTDDbnbh1Rbnw3E/fO+K1bnm2EnXdOuGxRMRgRkEaflmQhoe/bkLToBF66+gzKOnMdkjFDFrVJnx6rH/E8wyANIUUsNpGvhiA3HUs8wP8b1pWhu+tqphw212mUopfnjYNVy4owc62IZxcPXYQJsMwyE+Voc8jwDcvVSb8f9ULe1CepcQD62diak4K7K7gRd9sjCKGEWbJAri61w1Lp6AwTYE+vQUWuxPtGhM+O96PIZMN7xzsRl6qDCKGQWG6HEqpGFmumSqMru/8xqVleG5n+4jB/dE26CdQx2B14L/fNsde4GsMTLXMB0nH2n4ksYkP1r52cWloN+zaLtUaE5+/fbymKgcSEYNUj+vU41tbsa9Di/+7bG7kCpfEDnXpRix7clsbLphThII0uZ9XxCe7R2TnhluXJtRnCwWqCkRfzIcgBdHeG07xnBBhvCjwNUyyU6SQS0Sw2J1e2TYISWbU2UGI2572IfzonTrh8eqpOejwCVqViBjYnaxQefYMfH3g/Fr06a24/qW9UBttQsMffyOSqZTioQtmoipXFVR5lFKu0e6dgz1452AP/nBWDfdeHrUxs2tKsO+u5BrZ+a4Zz8p9l9aMN/Z3CVOO3rx8Ci6dV4RclbuR2Vcwqfb5xkQxA/AxsE42ulNbEUIIIWTy6nrcU5iXZCjQqeUG2ngGvf5gTSVmFKTinYPdGDbbcbRXD6vD6ZUt6YoFxVhclolFZZlIU0iw5e41WPHPbwEAnx7rh1Qswu9d9RtCYg3fIRqoIfTSecXo0ppx+ox8XDy3yGtGhaevnI8+vWVE3d89PWb83YvbnO7f983LyrCiIhtNai4Qdkuz2mvdDIVECHI51qtDcQYFuceio706PLujHTaHE+VZKfjuqvKkzs774q52YZBGcYYCBa7ALAp8TXwqjyAFg9WBDCUFvpLRXf7cbq+Zora3aPyul50ixZkz8r0CXz3PJ6lyrivwlT2d6NKaceOyKZhVmCY8/+reTvzjyxOQS0T4/houiUt+qgy3rSxHz7AFRpsDtYVpyFbJoBkl8JU/p/MzMcjEopAMWK/ISUFFTkrQ6z9+xTx8fLQPLYNGzClOx7kzC3C8Ty8E87ZqTLjq+T1erwkm27ZExODcWQVey5rVRjT0G/DXLxpHeZVbuoLbBzY/g/ujiW/XPWdmPq5bUoaXd3fgg8O9aB404v++bUZZphLnzy6IieQDwmxoUTxtSly/K4vdSUkZyJiczolnKQ4UzOPO+DqhYpE44m8f88nX5hSn47TpedhYz13ftObRB7eQ0EpzXdMlIgZyiQgGK9d3uqGuB7d4DFKKd/w5rDhDQckEPLgzvsZWnS4ZxXq7Z7Rjo5KpnkCBr2GSKpfgjZsWo0trxrzisadgISSR8efUZ7a3IStFhrNr84XGNkKS1a62IZhsXEPwtDwVrl1cinXTcrGrbQg7WjUoz1KirkeHfR1aqA1WPLmtFTtdU5eIGS6DQUGaXMhI4ASLxn6DsE6qXCxkgQrGVYtKoDba0DjATY/GT5MiETOAqz3b6Cov38nO+Kncv7CrXZiCDABUUjHyUscYBRhEzcvu6viWiEVwuBrQY7MaSwghhJBAmgeN2NqsRqpcjFVTc4T6UHWuCq/esAhHe3X46Egf9ndo0aoxYv3sQpw3uwDZKTIsLc/y2tahrmF8eqwPmUopblha5tVhLRExeOPGxfj1h0fR0G+Axui/g56QWMBXpwN1nM8vzcAzVy/w+1yaQiJ0vHhi4jzjK++2lRUQixhozSN/x6dMy8XF84rw76+b0Ke34hcbjuKuk8y4elHphKYUJaHD+Ez/99reTnzpmjVkM9QoSJfjqoUl0Spe1D22pUX4bXZpzehyDfyQUfbPhCcRi4SEGVzgqzTaRSIxymC1ewW9+vrLebWozElBtWvgi5NlcaBTi2N9erAscHZtvrDulCz3jFBfNQ5CLhHhvnNrAQCHe3T4x5cnAHDBfJ8c7QMAZKXIcMGcIuF1Ekng89MVC4oxZLZh2GSDVCzCydNyx/mJQ6M0U+mVGRcA7ju3Fr89swa///gY6lwzbnmSj/HZRvP9NZV4c38XzDYHtGY7eoYtEDFc1lvP6leGQoKKbC541+Zw+t9YlLDCACwG1bkq/HDtVHzgmlXjuZ3tAICZhWmozgsuuUI48WUVRzPjqyvw1WB14Mrn9+CFaxdO+PghiY+v64kmcF/inknT30x4kygUiSsMuKQ1fNsZ4M6wLmIY3H9+LS5oKcAP3qqL2cCvRMQnKfrxuiqcOSMPZzyyDQ4WXvspETiF626UCxJjREKwZXTLkUgm+lX6tjvFqmgNlAom8ViioMizMCpKV6CIRj8Q4s5WyQJ/+6IRA3oLvre6MrqFIiSMDnYN4+ntrdjbrkV+mhz/vXTOiOsB38h51cIS/HhdFQCgMicFlTkpuHxBMQDgjjcOAgBe29eJ9iGz8FrP//nO3LpuHf7mkV3Ad4qusayemoPVU3Pwqw1HsLF+QMig5tmQaHJlfFW4Mjjwb+HZka63uBvks5RSLJ6SOeZ7BzMVAZ/xVSpmwL8FdyNPd1yEEEJIPHhgYwPePtDtc71vwKnTuQ7xHBUX9FFbkIbagrQRr/dnTnE65gQYaFqRk4Lrl5Thtx8di7kOZkI88Z0JoY7TFBrjQ7vZiLA73d8Jf8+zqjIbUjEjBMVeNr8YPz+1GgBww5Iy3PPRMQDAw980Y3o+N/uS2ebAsvIs4R6GRI7vfZ7VJ8PdkCl5ByQ4nOyI74OXE2C2FJI4VDIxLHYn/vRZPapyUvC91RVQyairJpDdbUOo79fDYnfipKqcoGc4ilcmmwPvHOwRHm//0Rrs79SiVWOCRMSgtiAV0/K8ZxrkAmBm+t3eKdNz8d9L5+DTo33YcLjX6xz03I42r3WP9HBZY1Nk47t2zi/NwKMxPMWyXCLCA67vZ0NdD9471AOlVIzCdDnmlUwsec2qymysqswesdzuZOFwsnCyLAb0VuSoZDjhSjbQqjFBa7LFTNC7EJjnepyplOL2VeXY1qzBgS5udg6dJbpZBC12J8QiRpgFbCLZM0MlP1WOKVlKtGlMaBo04tcfHMVDF8ykzK/Er1Dc5wXO+ErHXaJjGAaffW8F3jrQjeN9eswsTBsx6JVx3XnF431/vPIMCE1XSHHN4lK8sKtDSOCTKPg6Ap1rvAmDzOlXF3rjPNaCiS+IpqgHnDLJc32g1hRCSNi9X9fj9ZimWyCJ7tkdbdjazGVMbdOY8NKuDvzM1SHLG3RlHVNIRx8RzjeIBMruwFew2zQm9zIAa6snllUhXcE1uprtXJCrxGMon9kV+OrO+MotP9yjw642DRaWZgojHX92ShUuXzC+7D2BRqTaXS2bXPYbrhxOlmtIptGGhBBCSOzzzAjv6Yt6Lvtfmjw8Hb98Rh5bPKa8jDNbm9X419dNsNidWFCSjssXlGBmYXBBzMmOPzpFIR7U5bm9WJ2K9VDXMN6v60FxhgJbmtQwWB24efkUlLsy03kO6JOIRfjmrtVo7NcLWcl4Z9bmI1Uhwd1v1wEA3j3YjY2u8wsA/PHsGpwz03t6YhJejE8PBOvROehgY3cqunCw2p3Y3qrBzMI05KpkXoMxVk/NxuYmNQDgRydPxYLS4GduIfGrNFMJtdGG3W1D2N02hDlF6TjTIzsn8davt+CONw4K18tvTwyOmgU9Ufzft814bV8XAKAgTQ6xiMGiskwsKsuc0PZEDINl5Vno1Jqx4XCvMHUtAOhd0/MWpctRk58KvcUOu5PFNYsSNyv3+bMLcf7swrBtXyJihDpMmatO45nR+4xHt+Hhi+dgWUWW39dHkjswz13n+s7ycnxneTkuf3Y3mtVGHO/TozBdjqJ0Bfa0D+GrxkFY7U6sqcrG6qk5YS2fzeHEJc/sQopMjHTXLIITyZ4ZKlKxCK/fuBiXPbsL7UNmfHNiEC1qEypzUqJWJhK7nGEK1hYyNYd0qyRWKaRiXLO4dNTn3VN9R6hASexorw6dQ2Z81TgIwP3b5q/5e9u1eHRzMyRiEbJTpLA6WKikYkzNTcHsovibIdoZA5nWY5G/pFAkOtznv9jcGcJAlSi9v3OfgjQAANsmSURBVLtZLja/n1CiwFdCSNilKyRQe0wt6ozRiw8hoWK1e4/qGzRahf//8MlxfH6sT8isEKjRgx+pyWc7mpGfiu5hM25YWiasw1ew+Wysqyqz8a+LZ0+47HxwiL+Mr0ZXQ7jCFfjqOZ3wHW8cgpgBalwZ2sYzrWgw90zujK/u93xhVzue2tYKJ8uV+5Y1U3HbsrLRNkEIISRBbGlW40i3DkqZGIvKMoLODkqii5+aLS9VhpWV2XjvkHtw3EVzC3H5/PB0rEtEXN3BThlfw+Y/3zTjtX2dQv0R4Kbt/vBIH9bPLsD5swoxnwK5AuJvkUPdl+C5PScbm9PT/fOrJhzqHvZa9usPjgr/S32mfZeIGMwY5bzPZ13b0qxGi9rk9dwfPj6OlZXZyIyR7GrJhG9gFwK8RQwcDjapOole2dOB/9vcAgA4Z2Y+Lp7rnjr8b+tnYtBgRSHNGpZUHrxgJna2DuGVPR042quPejbFWKcx2ry66jRJkDG6fch9HfvVadNCtl2+LuDwaJ+3uKbl/dHJVVg3bWID6cnYqvJUOG16LjbWD8DJAns7hmIi8DVQPbRZbQQA/P3LE/j7lydw7zk1+N1Hx4Xnv2wYwGd3rICTZdGrs2BP+xAAQCoSYdXUbKTKJ98F3TFkRq/OAgCoyuWCS0dPIxEZYhGD/1w6Bxc+tQvAyL4AQngDBq5faCKx2vygxT3tWvz9yxO4aF4RlmWpfNaZdBFJAmCEILwkusGKsCGjDY0DBnzPNUsnj2+v4BMKHevT41if3u823rp5Caa4BsPEA5Zl8fHRPgB0rvFldtWdr3p+Dy6cU4gfrp0akjpPLLA5nJCImJgcOO9PrJcyXO29wRICX5Pg8pAYv0BCSEz776Vz8Mz2dsglDD480pdUnRskOfGHeHWuCo0DBqFi4WRZfHi412tdfYDODb4ixGeDWVudg1tWlHutwwfO8tlYZZLJNf3x2Qf4irtnxlc+W7NCwk11Nr8kA+tnF2Dj8QEYbQ44WPd0aOMZARjMmvwUIVKP8mxtVgvnE5uDxYcHuynwlRBCEpzZ5sDP3jssTHOdKhdj4x0rxzXggkQHX2d54op5KM1UIidFisM9Ovz53NqwTvMpZHwdZUppMnF13cP47Fg/Xt3bOeo679f1omPIjMevmBfBksUfvoMq1A3Lnpvjsh/E3rky0P0QwE0HPh78jBqNrumEeSwAndlOga9RwDew8/duYoaBDWzMZuQIB36qaAD46EgfPjrCdSCKGK6zlIJek092igxn1eZjc9Mgjvbq8dcvGjFosOKKhSV0nvLDN5AjUYPMWJbFf79twbFeHXa2DQEA/rp+JlZNzQ7Ze/B1cifL4uvGQeztGEKnlguylU+yTZEEJhExuP/8mZi+ow2PbG7BwW4dNjUMYHFZhhAwEw3ueujY625zzXDG01vt+ObEIH7y7uER6146rwi/mGDQdr/eAoPFAZlE5BUw2K93BRHGwP1/SYYS+aky9OmtSZFFi4zfgU6t8P9E2qykHq/5395OdAyZsKyGm8EiiarRJAh8Ah06LMKjXWPCZc/ugmezYmmmAmWZSix3DWC5YE4hWAAaoxUv7Orwer2I4e6FBwyWuAl8/fBwL/7wiXugi1I6vnaZRMfPmAoA7x7qAcsC95w5PYolmhw+yPmrxkF83cgN0LpsfjFyVTJcMq8orO327jJM7HWMcG8TwsKEVHQztMdJ/HJIUOArISTspuWl4v7za/HsjjZuQcxefAgJDf4QT1dwl1k+W6nDo+ZVnqVEp9aMk6tHz6TAB7Py2WH9NZDwiz491g9g8o3UfOAsX3GXiBghQxtP7upMlktE+O2ZNfjtmTV4clsrntjaKqxTkR389E7B3Jj7y/jKf5+XzCvCWwe6aUQrIYQkAbPN6RXAqLc40D1sRmGaHBIxddRGgsnmwFsHujGrMA33fVaPnmEz5BIx3v7OEmQoJNjRqsGnx/rx4eFeXL6gGGqjDWqjFQZX5ni+PvO91ZURKa8Q+OpMzACJaLE7Wdz55iFhvwLAc9csQG1BKpxOFk9tb8M7B7uhNtqEmQnI6PhqbKj78D1nl4i1RuD6Pj3eO9QjZBL77RnTccr0XKTKJVAbrXhuRzuMNse4M8+tqMjCF/UDwuOL5xbhq8YBqI02r84JEn58BwR/6PGBrvx1IJkScRePEthaRAGvSa9N487q+dT2NiikYq9ZfuKNyebAoa5hDBisKMlQYF7J+DO+dwyZ8PaBbnRozRjQW5GdIsVl84u91rHH2kUtRFrUJrywq91rWUV2aAMk+HPwjtYhbPUJYoxEpzYBCtLkAIDdbUPY3TaElZVZuGV5OQ736MACqMxWYnlF6IKdxyJkZA+iZ5zP/FacLkfXsAU2B+s36BUABo0Ty8y8pUmNu9+pEx6v8Qj8HnYlZYi1KZcT9JREJqljyCz8X54VfF8Jb0l5Js6uzRd+d5733sLUyTH2WyDRIRwGdC4Ki2a10Svo9cI5hfjNGd5BjqlyCa5dXAoAQuDrzMI0PH/NAlz+7G40q41xFbD++NYWr8c/OCkybbjx4penTcPLuzvQ6rqX47N7x6tHNrfguZ3e9yBv7O8CwN3ffX9N5Pb/eK9q7oymsfkDcxeLrtfhRoGvhJCI8RxRTkhCcx3jEqFDb2Tg6/PXLgAAqGSjX4r3dXpP+ek7zScA1OSnek3jWZwxuY4z34yvYhGDv62fidf2daFp0IgZ+al+RyXeuqIcNy0tQ9OgEekKyYQy1vTrrfj9x8fQq7NAIRHjnJn5OGNGPgDA7rqzlPkJfE1xjTZ0TqKV0WRz4LoX98Jsd+L2VeU4b1bhhLdFCCEkfOx+6pEXPb0LU7KUeO3GxcK1l4TPhrpe/PvrJq9lVocdpz+ybcS6r+3rGrFMEeFMUlIR936U8TW0zDaH0PF2yrRcXLmwBLMKuennRWIGt6+qwPySdPzgrTqvOjDxbzyZtsbDc3uxdh/+1y8acdAjC2ZlToowNVx2igw/Xlc1oe1eMKcIu9u12NashkIqxrppOdjeqgFgw9+/PIG/nj+TAnsixPdw5g9B/lqdTNnR+N/fLcunQCEVo11jQoZSiisXFo/xSpLozpyRj6O97ulQx8qCHeu++9oBr8/jOaWr3cnicPcw+vVWzClOF4L/AMBid+ClnR3477fNfrfr2w5lDUPk/O62Ibyxvwvdw2aoZGLcd24tclSykL9PIEaPwUL3n1eL6lwVKnLGHywVCP+9e9bPrl5UgoI0OWYWpIb0vYh/J1Xl4IyaPLSojajvN2Brs2ZEEPK7tyxBSUb4s8L16Sz4+Ag3O5m/auiCknTs6xxGeZZSCO4AgClZKegatnite/95tTitJg9vH+zG/Z83TDgA4WivTigPC+DbJvWIdQrT5SOWRYPvIB9CPDlcv4FVldkTyviqkklw7zkzcMq0XPzs/SNe521h6uSQlJTEO/6+P9bu+RMFfz2ryU/F39bPRNEY16DKnBQ0DxqxuIwbABaP+ydDIUX3sAXT81T4+4WzaIYSHxfNLcJFc4vwweEe/PGT+rjat/54DsYEgKk5KWga5AapP7ezHbWFaThlnIPSI4X/fbHgfquxNiDEPVAlOu8vJB6L70M0KBT4SgiJGP7eLomSepAkJ3FlGOMbOTwzUkhEojGzs163uBQv7uZGBy6vyMK6aTkj1rn3nBm4bWUFurXcCOKFZePPpuGJz4pmcU0bJ2IYLK/IDirTgEQswvT88TeSSyXuGh8/5SMA7GjV4KSqHCikYo+MryOzVvENR8HGVHRpzXhuZxs0RhvOnlmAU6bl4i+fNwgNuB8e6aPAV0IIiVEOj+vBqspsfN04CBZcA82QyYbcCHdOJ5OjvTpsb9Hgkc0tE3r9adPzMKc4DVkpkd1HfN3BnkypBSPA7KorMgAeOL/Wb8OikNWRZdGmMSFDIaGAw1GMJ9PWeHhuL9baOD2Du6ZkKVGVqwrZtv90zgy/y/e0a3HaI9vw0nULUTOB+xYyPr6Zh3yP82SKiec/q0jExHU2TxJ6Vy0qwcKyDGyo68Ub+7vidrDInvYhfHSk1yvoFQB+9t5hnF6Th+uWlOHyZ3cJgXJTspR46+YlAICDHUO4/PFtwgBs3szCNBzp4QLg+EBXiYiB3cnCYHHgxpf3YfGUTNzpkYGoY8iE+n4DbHYnlpVnITMl+HrHY1tacMBjQMaWZjXWz45M25DZ5sDP3juC+n7u+5uSpcRpNXlhea+FpRl4/Iq5GDLaIBWLMK8kHekKqp9FUqpcgj+fV4s97UO4/fWDXs9lKCTQmu1oUZuQoZAKg4LCgQ/W4PlLuPDIZXOhNtowaLTi6W1tsDqcKEiT45YV5fiyYQBbm9VYXpGFRWWZmJ7H1eX4rThZoGfYjI4hMxxOFjkqGarzxq7v8bNFzCxMw2HXOQDgZh576IKZyE2Vh7TeOBlCTTsZognIuLEhGtwoct1XH+waxo9e24+fnlyJaE+dTGKLKIgZFcnE8ePo5RJRUImHnrh8Ho7367GwlOurjcf7X76o319TSUGvAYgSZAAM3/9+6vRcXL+kDLUFqTjep8d1L+0DAOzr0MZu4Kvr/PfI5hY8v7Md/7poNuaXTi5OIpSEwNdoFUAIDI73o3RsFPhKCIk8agggCY4/wvlplxxOFk9sbcHrHlnPghnl+4OTKnHdktKAASIihsGULKXfLKwTwQfj8tOAhrrz3Z/K7BRcv6QM+zq0GDBYIJeI0KI2we5kobfYfQJfPTK++mbWHePcYnM48fuPj+Pz4/3CsqO9epRkKPDJUXfAbbx2NBFCSDLgz9FihsGDF8wCAKz817ewOVghsJFlWThYUPbXEPv5e0fQo7OMWL6iIgsPXTALf/68Hh8d6UO6QoJfnTYNIhGD6XkqtKpNmFeSHtZO20AkrrqDja7vIcUPupJLRKOOpufruycGjLjkmV2QS0R49ztLkJsaGxmaYgHLsjDaHO6MryHevuf2Yi0DBX/f8Y8LZ2FN1cgBfqH09JXzcMPL+9Cn56afe2N/F+7xmZqQhA/fwM4fg/y5IVanogsH/l411qZmJtEnYhjUFqRh4/EBAGO3a8SiAYMVd7xxUOjMV8nEqMxJQV23Dk2DRjy+tRUdQyav7JD9evf/+9uHRgS9vnfLUhRnKPC91w9gd7tWaBPKTpFCa7bDYnficI8Oh3t0uHnZFKTIxGjo1+PqF/YK21hblYOHLpwV9OfgB4DzIpl990ivzpWdnBPOwRkMw2BhaWbYtk+CN68kA2fV5uPEgAErKrJwUlUOntvZjs1Natz9dp2wXqZSijlFaZhbnI5103JRnh2aLMB13e6g0oWlGbhgzshAb4lYhPw0OfLT5CN+T1cuLMGVC0tGvIZvS+7XW3DR07u8EkE8d/V8zCpKD1guo2tWiWUVWVhWnolWjQn9eisumVcUVGKGSPLMMkaILyFpxyTrf56vf2dfJ3qHTFBKuXspqloSwONcFIf1yHjACvdywa2fmSLFsvIs4XE87h8n3b8GJR73radWtREdWrNwb7aqMhszXbN5zShIw41Ly/DczvagPt8b+7twuEeHddU5WFsdwSBZj0PUYHVgR6smJgJfjVYH/vHlCbxX1wMgmhlfOQ9sbMSSKVles64kGgp8JYRETDyOaiJkIoQpHF2BFhqjDU9uaxOen5qTEtRNEsMwUciKxpVZb+EaGSPRQc4wDH5wUqXXsnX/3QK9xYEhsx0Huobx5n4uaFjmmfHV6d1x6hzl5KIz23GsT4c73jjk97knt7Z6LRttO4QQQqLP4XPuB9xT2N/1dh26tGbYHU6wAL6/uhLXU1a1kNGYbF6PL5pbiII0Oc6ckQ+ZRIQ/nj0Dvz59OsQixivouDQz/FN0BsJnfOWPk2iwO1m0qI3o0JhQmZMSsLOaZVkYrA60arjOrOkFaREs6ej0Fjs2N6nxZcMA9rQPQWvmgkEUUvGor5marRKyVgFcQMk7B3tw68ryiJQ51rEsi++8egCHut3Z5UI9JZfnILbb/ncA1ywuxTkzC0L6HhPF/yZlfrKLhVpuqhwffnc57vusHu8d6oHB4p5Kum3QiKZuLYYMNrRqjLhkXvGYM3OQ4PgkfBUI2aCT5L7LybJoGjAAcM+ERIgvfsagT4/1o75PjwvmFOGs2vwolyo4vTqL0Na7fnYBLpxTBKvDibcOdAsDjz/0mN0H8M6JwJ8LavK5zEIAkMLXL1zXMT5wLlUuwcOXzMGJAQN+8+ExANwgZ0CMEwNGr/f4+sQg/vjJcezv1GJ+SQZyVDLcsnzKqHUXvkjF6XJ0DVsiGvjKfwelmQr848LZKM+Obv2ZRIZExIzIUj+vWIvNTWqvZUMmG75tUuPbJjW2NqvxxJXzQ/L+dldd7I7VFbhp2ZSQbBNwd+y3D3FJDaRi7v7QZHOiU2seO/DVlfE1VSbGdUti+36er7vHabwLCbPQZXz1ftyqNnoMkKDKJfE4F0W5HImKr6dNtL0mmNgIg9WO7mELqnJSYmKqdmeIzl+Jjs82Go9NGx1DJlz67G6vZb5tYe5By4G3NWiw4m9fNAIAtjapsbY6F2qjFa/t7USz2oRpeSrUlGRiSXEqlJLA92Lj5RucLQk2Qj3MdrUNCUGvQPSu1mmuRCQWuxPnPbEjoWfAosBXQkjE8NeeWMs0Q0io8Uc4H/TBN9gBwEMXzMKqyqyYuHnxJ9sn0NYepRq7SiaB3uLAm/u78NaBbmG5Z8e4b8agQYMVK/7+Dc6dVYBfnjYNAPD6vk48uOmE17anZClx7zkzcOPL+2C0OaA2cpmfpGIGNgdL5yhCCIlhfGOjv2yuzYPend3bWtQU+BoCO1o02N0+JGTB+tVp1chUSrF6ag5kPg1isRgsJnX1EtkczjHWDA8ny+L6l/aioZ8LepJLRPjk9uWjZsD92XtH8PWJQeHxvy+ZjQuWRH8qz/9+2+xVJ+NdvWhklideZooUH353OXQWO+566xAa+g3Y2aahwFcXvcXhFfQ6pygNuarQDnrzvOWo7zfgX181YUVFFtIV0qBmoAg1i92JRze3YMBgQYuaO2dLJZErx9zidLx3qAcb6/vxF3YGDBY7TvvPVmEKbYALtrpwblHEypQM+NurERlfo1WgCPK9H43G747EhxLXFKKDBisGDVb06CxxE/iqM3ODo6pzVfjtmTXC8kVlmVhekYU/feqeSj1NLoHOYvf6/XsGffKBr6lyrkOUr1naPQa/VeWqMDUnRQh8dbAs+vUW/PYj7nF+qkzI8P3B4V4AQMcQl6l+Rn4qTqvJ8/s5+HNUmkIKDFvw5LY2nBgw4uK5RVhWkeX3NaHCN70ppVy2XJK8blhahpOrc2GwOQCWRY5Khn2dWmyqH8BXjYPQmGww2Rw40KlFmkKKmQWpE25jtocpmxt/rTO5MreWZ6UgO0WKnW1DY7Yzm20OIRlDimz0AXaxgv/mqC2Z+MOPvZ3sjHq+AwXlEpF76mSqWhK4z0U2B4tN9f0w2504oyZPSMxDJs7ucArtBaIJ3svxL/O9VGxtVuPfXzdBJhbhmKsO/ItTq3Hp/OIJlzdUhIzVdP8akLBvo1uMCel1zeomEzOozktFfqrMK1Mx4P58geo5DieLm1/ZJzzWmGz44duHsLXZPZvFlw0DAFpxxcJi/HRddcByjfe6dsaMPOzr1I7oF4o2334I+SgBv+H2/TWV6NNbsL+Ta3+u79NT4CshhEwWf4PXNGjEq3s7Ma84XUiZTkhCYb2DcvgGdrlEhLXV4Z3Gc7JWVWbht2dOxzeNg+g3WHFNgGCGcFK5Gjc9Ayym5alw4dwifOvKfMB3jqg8GkLNdi6ryN4OLX5xajX2dWiF5zKVUvx43VScXVsgTIcNAIdcU3tdPLcIr+3rQhQTwhFCCBmD3SdoBgBuX1WOj470oTpXheo8FSQiBo9sbonLRqdYY7Da8bP3D8PkMf3summ5Ec9IPxl8xleD1QGd2Y40RWSbQYZMNiHoFeAC/9RGmxD46mRZ9Oks6NVZUJWr8gp6BYAWj4Y7J8uiVW1Cq9qI8uyUiAZGeE6FyrvvnBk4c4ygHLlEBLlEhqsWluDeT+uxv3MYr+/rxPrZhQGzxUaL2ebAXW/XYUqmEr86fVpYG/ntTvfvavuP1oTlvXwDITQmG854dDuqclPw8nWLIt6Jsb1FjZf3dHgti0TGV16WUir8f/vrB3HPWdO9gl4B4M+fN6BNY8Il84tQkkEZ9yaDP/72tA/h5d0dQseHOIjOk0Tx8VF3lsuCNDlWVsbWFM0kdpw/uwAVOSk41DWMf33dFNVM9WNp05jw6p4ODJvtkIq5QFQAfutYC0szkJ0ihdpoQ36qDFcuLMHD3zR7TZfJnwvkEhE23rECgHsGJb4tmW/D4QP0GIaBWMTA4WTxQV2v0HELAJfNL4bZ7kTHkAmfHuv3Ks9wgCyufJH44FsA2NQwgF6dJajA111tGuzvGMZ3VkwZd5CTkFVrXK8iiYhhGFT41PHPTlegOF2BrxoH4XCy+PNn9cKx/dfza3HKdP/B3L6O9upwsHMYRpsDJ1XlCL+rcGXGcggB3SLhPQIFvv7jyxN4dW+n8FgZg/cKvijokIzGancK9/KTDXydU5SOs2rzsfnEIPRWB5oGjWhybZsOQQK4z0W9Ogt+seEoAG5A58nTIjjdeAJqGTTiplf3CQMyJnq5ZIQZDNxtD3Yni6e2tQm/Zd7R3pFtb5HWPWwWggjpOhccNsbaNu7/vAF72odwyvRc3LG60u86fJFLMpV4/poFftfxzSZtsTvxyOZmDOitqM5ToThdgZqCVHQNW7xe5xn06mnQYPO7fDIWlWXi9RsX4y+f1+Odgz1jvyBCPNu7zp9VgEvmRWeAfXGGAk9eOR8/eqcOm5vUCd1fRoGvhJCIUUq5RsuGfgP+8SWX8WJansqVEWC6MMU6IfGOrzj4duKq4mCkukQswvrZhVg/uzCq5fD97r67shy3rOCyg4kYbsQh34BamK7Az06txr6uYWx0dSw2Dxpx++sHsdw1Qu3Xp0/DRR6ZmyRiEVQyMQxWdzZePsOWMx7npSCEkATnZFl80ziI7a2uoBmPYK3vLC/Hd5a7M0jyU6rS6XzizDYHbnvtAI726r2W1xakIsMjcCweeGZW/ex4Hy6ZF9nMCWoj16iXoZBALGKgNtpgdWXPHTLZcO2Le72CNXgnV+fgq8ZBr6DjH7x5CDvbhgBwAb0f3rYMWSkysCyLQ906fHykF3Yni9VTc4IabKU12bCnfQgrK7NHDUJ9fmc7ntneJsxgcO85NegdtoAFFwQdLD4oBgAe3HQCCqk46vVNf3a3D2Ffhxb7OrR4r64HVy4swU/WVYXlvfigJomICVsA6mibPTFghM5iR2aEfs+bmwbx9y9PCAMCAS4ItTxbiWl5kcs0sNwjcGlvhxYXP7VLeFyULke3q7H+xd0d+Px4PzbctixiZUtE/OH3yOYWr0AXvu0n0a7TFrsTv/7gKL45MYhMpRQ3LC2D2XUO/+PZNThnZkGUS0hiGcMwmFucDrnr9xFrnaeent3RJmRS9ZTuJ5t9aaYSn9y+HAD3GXt1Fjz8TbPw+x/QW/BtwwAALjBoRD3TdSLhxyh4ZtqSuAJf//Nts7CsOEOBGz2mbP/h2qlo05jw9oFufHa8X5jBwB/W1Zp34ZxCvHvI3WlqsI4Mlu0YMuEX7x9Br84Cu5PFz06pxh8+OQ4AeGJbK6ZkKZGhkCJdIcFPT6nCNycGkZUiRZvahHcP9UBttGJWYToevmQ2PjrSJ1yvKasWGQ2fXKF9yCzcXwBcoHYwga9qoxU3vbxPaEv9smEAJRkKr22HimfwOABkKKVC4J8jwMV/a7Na+F8lE2NWHCRM4b+5GD5lkygYNttw6v9tEx5P9icmk4jwp3Nm4ED3MG55Zb/Xcyp57Pc3kfCryB45KFprDn2AWbJ5anurEPQKAPNLMia0Hf4c8NP3juCT25cjXSHBlc/vQZvGNGLdFFl0Q7e2NKtx99t1wmOJiOI2AuHrN7FUDxg22/D2QS6h1PM720cNfOUDMwNdozwzvg4arHj4myZ8dITrg//M1f+yZqp7cO89Z0xDp9aMZ3e0C8t+ffo0sOCCcZNh8LOvRWUZ+N1ZNWOvGCGx3M4wWRT4SgiJmFOn56FjyIwBg1VoIG3oN6Ch34BL5hVh3gQrjYTEGr7eML80HV3DZvTqLMhRyXADTbcctPVzCtGwqREOFvjV6dNwhsdUdL7TSIkY4OrFpfh+lgr3vHUAr+7pFBpS1UZuejupn+GYt6woxydH++BkWVw4pxBTsriMTo4ErvgRQki82tmqwc/ePyI8DjQdo4h6nybtcI/OK+i1MjsFL123EBIxM+lsJZGWKpegOEOBLq0ZGmNkG/51Zjv+8lkDACA7RQaznWswHzBYcLRXhyM9Or9BrzX5qSh2dUQ/tqUFnx7vB8OyXpkgbA4W33l1PzKVMiyZkoFnPBoV3z3Ug2l5KswrTsfPT60edfrTh748gU+O9uHGpWX4/ppK13adaNOYcLhbh6o8FT443CMEvSokIiydkoUc1fgz/s4oSMVVC0uELE5DEd4XwTjeq8eP3jnstWxDXU/4Al9d2T5CHWzgScQw+Om6KtT36/Gjk6tgtjlw9uM7AES2sXPj8X6voNezavPxp3NmROz9eVKxCBtuXYoLn97lFXiRo5Li/VuXYUerBn/fdALNaiOuXlwa8fIlGv7U4xn0um5aLkoyFGgaNCZcg/ue9iF848raPWSy4aMjvbC4zvt8cBEhY+F/N5FO+Gq2ObClWY1+vRVlWUqsCpCdWD9K1tQFpf7bdT3rIZ7Tgb62txMPuRIjAP7bbfj1D3Zxs/l43gNctbAEnx/vR6fWfX2ZkumdqTsvVY68VDk+OsK1Q//jyxN4ZXcH7j+/FrOL0r3W5U9VZ8zIw6XziqG32nH76weFAUsAd+1sHDDggY2NqPfI6O+bsZ8LZOCCGbY87Q7mk4gY4Zx4qHsY//zqBN6vcwcRT3TKepL4PIPCPQfxP7OjHWuqckYcz77UBpvXeWXQYEVBmhxAeOuiVy8qwQVzCvHYllYAgTO+ml2/tccun4s5RemQSWI/2MY3ExohALCxfsDrsecg0Mnw/anesboC66opoyfh2r1eu3ERrnhuj7AswW61omKXa+D5wtIMPHTBrAnPILWyIluYRelYrx4VOUoh6LUiW4n7zq3Fq3s78eHh3qjfI//nmybh/yVTMlFbkJhToocKf17e26HFbf/bj/LsFHxvdQWyozhTmmddy8ly926pfgYo8msxAXKH830AThb4+ftHcLBreMQ6/AythWlyXDCHSz51zaJS/G9vJ9IUEpwzswCfHuOCZQMNgAqVWDn38eWIlfu7WAzSDjUKfCWEREyqXCJ0qN65phJ13Tr87YsG9OmtARs9CIlXKpkEj1w2N9rFiEuXzS/GZfP9Z2RjGAZgWaGS7Fkx/8kp1fjhSVOx+t+bYbE7hcZgqZ+RidcuLsW1Hh3aO11ZBJNx1BkhhMS6AYPV6/GSKZmjrst4NMqQ8fnwcC8e3NQoXD+zU6T4v8vmoixTGRcdj6M5uToHr+zpxONbW/H41lbMLEzDU1fOC/uME+8e6sahbq5RsCxLiVY1F7j6g7fqvNZbVJaBB86fiXaNCUqpGFW5KV7TfDYPuAMritPlqM5LxTcnBtE+ZEb7kNnvVGj8AMOzZxZgf4cWK6dmo9qnw+0TV6b853a24+J5RdCabPjuaweFQFdPf1s/EydV5Uw4E5mIYfDjdVWw2J14+2A3HtncjBd2teMPZ9dg9dSxs9NGwgdH3IEnU7K4jgij1QEny4Yl4JvP+Bru4/CKhSXC/6lyCRhwDdyRPEda7O43q8hW4rwoZr4sTFdgyw9X48FNjXjrAJcF42RXh/Gy8iy8ftPiqJUt0T1xxTwsKM3ACzu5QP0Ynsl9QnyzKjV4BMXJ4/gaSiLL3SEV2R/InW8ewgGPjszXb1yMKVlKbGtR471DPbh0XjGWubJmW13pV397xnSUZSlhtDkwNScFReljB3i7x6exONzjrr/MKU4XOkq91+de0afn7gUGDO4BQ99fU4nvr6nE1S/sEX5vo12uCz3K1qOzYHOTekSgICsMrmZQU5CKhn5uEFjXsAVvHejCwtJMbGroFwL4AG7KWwcLYcp4AFhRkYWZhWnY2qweMXuCb/v3Z67p6j23R4g/pZlK/PncGejVWZCdIkOL2ojnXNfTQ926MQNfbU7vbMcGqwNDJu66Fepsbjctm4LOITPOnVUgzBDBB9f66wPa16HF7vYhoTzZKbK4uff0Tc5ACACYPILT37xpsZBsY7I8+0B+c/o0XDg3OtMmk9g0NUeFH6+rEmZbpbPS5PFtNdcuLp1w0CsA3LqyHN82DeJorx53v1MnTHmeIhXjjZuWAOCCBoHot2XzsyP84tRqXDpK/yzx4HHzsa9zGPs6h/HuoR6cOzMffXorbl1Rjvkl6SEJfuRn++rTWaA122CyOZEul2BuSbpX1mffY+j9uh5cvcjPwG4hMHP09/S8d+sZNo94Xi4RIVMphdXuxHmz3O18GUopvruqQnjMz9oRqL402fvfQAG80eAOLI4NQp01qqUIr6gEvjqdTvz3v//FG2+8AZ1OhyVLluB3v/sdysooEx4hySJHJcPa6hz83+ZmQG8d+wWExBG6qQwv9/QK3F9/FXOZWASL3QkjH/gaRIMpH8jhTOSaHyGExCm7Kzpm9dRs/OmcGX5HKvOERpkIlCsRtKiN2FDXi68aB0ZMs7XaT7BkPCrJ8O5oOtKjQ6vGNKnPZrE7MWy2wWJ3oihd4a5HsCzqunXoGTbj+Z3uLKy/PK0av/7gKFo9vuP8VBnWVOXgsvnFyFRKvaadv3huEbJSpBg02vB+XS+ylRIYLA58f00FZhWmY3+nFm8d6MaWZrXQgXzj0jLML83ArtYhvLynAwDwnVf3AwA21vfjhWsXAuAym3501HuK4vVP7gz4eadkKUMy/e7sojS8fbAbDhbQmu34smEgJgJfnSyLDXXctMYlGQr848JZuPTZ3WABmGwOqMIw3Ry/3/xluAsnkStIJ5JBVXy243vOmOY3sCnSxCIGvzxtGn595nRkZqowrDXCHmD6azIxvkc2f6zznR7RzmYTKm0aE+758KgQ4FaaqfDKcCwRMUJWPULGwvi0d0TKMZ+pyS9/brfX4+ZBI968meuYt7rq5XKJaNQsr6NhPDLN8ANA/nD+TFwwM9/vedi3vcezQ5WnkLineR5toMp1i0tRlavCg180YsBgxafH+rC3fQgnT8sVOoJZnzYmz+0+sLERAJeVnzenKB0zC1Px2r4ubGvRCMt/sq4K5dkpuG1lOT6o60Wv3oIntrqDZblti2C2OyERM4BHAl2llKasJqM7Y0a+12OdxY63DnTjnYPdODFgwHeWTxk1AJ3/vcnEDKwOFgarA/s7uWB3SYjroplKKR66cJbXMj7wtVtrRs+wWQhGtzucuOutQ0K2VwZApjJ+8jXFSBIvEmP4wJ5zZ+aj3M8U9BPleTsuCmOmZhK/rlpYgj1tQyMy0ZOJ4e9XJzLrka+11TnC/eK7h7i2J882Ns8p5aOJvweZQZlegzJar/OHR7hEA7vahvDg+pk4edrks3N/26TGT9497Pe5d76zBDkqGcQMA6fPjeRos3U4wSeWGh1/b7W9RSPU1V69fhGq88bXns5v59sTapz56Dbkp8rx2BVz/ba1JsrVjQ3i+40koc6aIO1w/kTlDuKRRx7BK6+8ggceeACFhYV48MEHccstt2DDhg2QyaKX+pkQEnk0KpYkIqGxPLrFSFhcRwkrZALwG/gqEQEWwGDlKvXSIBqD+Mq3I47ORyzL4p9fNeFYnx4XzinEOUFmz3p9Xyde2dOJvFQZ/n7hLKQrpGO/iBBCosgdICYKGPQKeEyhGkfn82j5+GgvfvfR8RHLb1tZjpr8VCwuy4x8ocLg4rmFKEiTo1VtxH++bQYAOCaQavBQ1zB++t5haE3eU4WuqszGvy6eDQB4Y1+X17S9ADfFZ16qHL8+fTo2NXCZvabnpf4/e/cd3lZ19wH8qz0sy3vHdhJn7z0IgRAg7LBnKWWPQqHQAt27fdtSaN+WAi+0rAJl77A3Cdl7b8fbjveQNe99/5DulWTL8tK68vfzPHliSUfSsaV77rnn/M7v4MSxmX2u+jfqNDhrch60WjXuPnMyWlq6ggJClpZlocvpwdryZgiiN6BsVlEalozJxJIxmdhT5800INlb34lrntuCc6fm4YHPDod6S9m1C4rR0OnAe76BWm99IpN16bxp+VhaloW3d9bhH18fRYvN1f+TIszlEaBRq4KCY74+3CxnOv7+yWPlQF+PIGJffSd21LTj0lmF/bY/gyFlh4vm9rKhyLsnxLCJlAbIDdrECuhRq1QRCeimPvRo36SMOT0XMirdR/sagrI6XjG7CFqNChUt3Ug1aLFiUi4y4rjVISlLvDK+Su93UlkWvgoRLHGspRvfHG2G3S1gk2/b16FkZJSaBRGA27fqONxC5Z4tdKixC1NAH6WvJt2o02D5+GzUtNnxv18eQVWrHVWtdmytbofdJWD2qDR50Zza966j0o04Y1IONlW2ocm3+8R+X4DwgxdMxUllWfhwbwNe2loTlMUyRa/x1UWFldPz4RFEvLmjVs5aO60gFUebvLsAzCpKw2rf9qDnTM3DFbOZWYsGrijNGzx6tMmGo002ZJl1uO3EMfLj+xs60d3QBbfdCafLe7wVWI0Ym52CXbXt0KpVyLUYsCDMbiqRovf1Af67pRr/3VKNv5w/BSePy0a3S5D7iVfNLcKMQquizplSdjEOPVAgaZe6SO8aEjh2oGHUNfWDzVLkRGLI4IZFpShON+Gnq/YFtBH+xwMXh8WTFDSZKNuzJ7rMgKDo5eOzkZdqCNrBCwBqOxw9nzYktW29M65KHvz8MNYcaYZJp8EfV04OeqyvsT//or++P2vpoYaABHZDWTAV+F1vtrnQbHNhb10n5sWgDxovPRdVxttI2CEx5oGvTqcTTz75JH74wx9i2bJlAIC//vWvWLp0KT766COce+65sa4SEcWROkE6c0SRJV0cxLkaScqs08hbbgBArqV39hy9r/PtlLeQHUjgq/d/JQXi13U45AuprVVtaOx04poF/WfQf3V7Larb7Khus+PSpzZh1c0LoY3yNrtERMMhTSYPLEDM17+MYn2SxZFG76S7QauGXqPGT04fj9xUA6YXpCbVIKdWo8bJ47IAZOGVbTWo63DAPYTz/ZeHm9AcEKgpbRm/t74D7XYXjjbZ8LAvsDaQdM0zJsuMG7JKh/hb9Hbm5FycODYTbkGEUauGMSBL2P+cNwWbK1vhFkT88n1vcPPe+s6g4KyZhVYsGp2BrBS9HMwyLjsFty4Zjde218qBr2lGLQoHsH3xQKWbdPJ2j18facb++k5MjFE2idVHmnDf23vgEUQsKMnALUtK8X/fHMO6gExti8d4A5Iteg3a7G7c+vIOAMAjq8vxu7Mn4ZTx2RHZflXKvBXrPlg8Fgc4fMEWRoVsW0uR0fMSTAp6UcUpsC9apGvTkgwTnvnW7IgGyNPIE6/AcOn9blhUgjSjFu/srodBq8ZJZVn4eL930c5dr+8Keo5ZP/jFDIHNgkser+n73NAzaCjUtUBgltT+gowumlEAs16Dxk4HnlhbAQB4dE15cB1V0v8q/O4c78Tx0+srsL2mHUatGgVWIxaVZgAA5pakY1pBKho7nUg36XDC2Exk9xij0qhV+O935uJYczcsBi2K041Y8ei6oN/nqrlFuHtZWdi6E/V0+ewiFKUZ8faueqw52gybS8C2qjZ8fqgR+xs6sbmyTS472dfX1mnU+PPKKTGv61lTcrGnvgM1bXZ0OT14c2cdmmwuzCnyZ43+/sljlXcN6qvuba/swIe3LUKmgoJ2KXqkpBqRzsoanPE1oi9NSWQkZPWLFXnHyQilOMrvMa4WKuNrvJPySHOjXB88MNMLUvHXC6eiqcuJpWVZEASxV+CrJ0IXdu4er3Pm5Fwca7Zhb30nvjnaDBGAzeXB3T2u2foad5HuDfdRzytJR4ZJh5ZuF4rSjBifkyKP5w5GSogxEneSb706kMDiWJLHguNbjaiK+Ujcvn370NXVhcWLF8v3Wa1WTJkyBRs3bhxS4KsgCOjq6gr5mEajgdHoP5H0VQ4A1Go1TCbTkMrabLY+Gw6VSgWz2Tykst3d3RDCHPgpKSlDKmu32+HxeHqV0WrV6Jl0t6+yErPZLB+0DocDbnfolNmDLWsymaD29d6dTidcrr4zwQymrNFohEajGXRZl8sFp9PZZ1mDwQCtVjvosm63Gw5H36s99Ho9dDpdyLLS59XV5c3+E1jW4/HAbu979YdOp5MzLA+mrCAI6O7ujkhZrVbr38JLEMMec1qtFgaDd+BQFEXYbLY+yw7muI9lG6HRqII+L4mS2oihlFV6G9Hz8+qrbOBx73J0Q3DaYe/ulr8n8WgjwpVVShsR6rj/0bJifLivAYVWA5aWZSPfBN/vnSKXVXscEJz+Onucdvmz6Ou4d9q9n1tFgx2bDtdhYq4FOp02ofsRrW22oN/zne3HggJf+zruHd1dEJwOqPVGNNtc2FXbgYlZ+pi1EYHnL73eGNc2Ij3dBE2EAk7YJx18WfZJ2Scd6Pmms6sTosclTw6HO4c47TaIHpc8QDnU881wyyqhT9rR2QXBacdFM4pw65IximkjhlJWOu61GhVEtwsdnZ3o6grd/ge2EXa7HU6XG25BQOXxFghOO66ZX4TLZhehrduFq1/cjWabC6f+cy1Ejwuirw4lGUZUtHi/z26Ht08YjT6pCkBqiDbCCGBJsffv85NlxXhnVx2213RApdVBpdbg4pkF+MHJo+U2YkWZ1f+37LbhrHFWjMucCo9KjekFVng8noj2SXMs3uNeFDy46slvcOWcItx24uheZSPVJz3e6UBTlwt3vbTd+3fTaLDuWAvWHWuBKAoQXd6/w3cWjILb0Q23A8g3AS3tdqjUGqi03t/tp6v24u4lRbhgRkHIOhiNegT2ScO1ETZf/aSdCWLWRrgcENzePku3ToxJP6Kr29dnddtD1j1ebUQi9UkBICNjcNvFhZMI/dKLpmThr194M0ybdGqkqF3o6uqCy26D4LLDE/AxJ/I5p79+aVeX9/u9uCgLKrcDXW4H+6U+ydov7Vk2kuMgbt/fXhDFmPZLPY5uCCKQonbhvmWl+MWZEwF4t8bcXdmA2jYHxmanQBRFGLQaTCuwYnKmFt3d3YNqI1Qq/3SUdG4QfOM1ocZKpa1lBZcdEIECc+/30ArOgOf1f9xfNKMAoiji4PEufLa3pldgiLc+3npKbcS1C0uCjnuXoxsuB2AC8PD5E4LKAr3bEw2AsWkaACIc9m6ofFOOTo8A0e2S/wahJGIbMZSx0lA4Vjr4soHHvU6jwsIiM3ZXqvG1047uri78+t1q+RoksA+7v74DgtMBlVsT8rsW7WvXucXpeOGauXjo4914flM1vtpXg6/21WDZ+CwITjv0GhXsdrvixrfGZafIGZy/99JmPHrJ9D53E1BSv5RjpUP7LtV32PH42grsrWuH4HQEZWWNRJ/U3u2du1DrjfJrc6w0cc838eqT+ucmbb2Ok0jMzQ23rBLGSqU+jtvZDcHlCooMHE4b4fLNP8r1CMgW6nF65zPf2FwOe7cNl88qwths/2vFbP7e2Q3B6YLD1t1rzDQR24h490k9Hg9m5xkBGAHR+1159MKJaOiw48N9x7HmWLucRXe4fdIDNU3y9+fMqQW4dkExfv/RAYiCB263/2/W86/hdAQ8FnDcd9u8cwIep79v2LONKLGo8cZ3ZgS9Xrfv+B7McT+30IwfnD4Btc1deH5TFUSXA7f/dxOm5FtQkmHCD04pwx8+OOC9NtQFL64cTBshOO1w2Hu3fUDs+xH2bt/f1+GPE4nn2JZbPjcE/96J3icFBjFWKsbYhx9+KE6YMEHs7u4Ouv/OO+8Ub7755iG95uHDh0V4A5R7/Tv99DPE5uZO+Z/ZbO6z7JIlJwaVzcrK6rPs7NlzgsoWF5f0WXbixElBZSdOnNRn2eLikqCys2fP6bNsVlZWUNklS07ss6zZbA4qe/rpZ/RZFoDY1maTy65ceUHYspWV9XLZK6/8VtiyBw4clcvecMNNYctu27ZbLnvHHXeFLbtmzQa57H33/Ths2U8++VIu+6tf/S5s2bfffk8u++c/Pxi27IsvviqXffjhx8KWffLJZ+WyTz75bNiyDz/8mFz2xRdfDVv2z39+UC779tvvhS37q1/9Ti77ySdfhi17330/lsuuWbMhbNk77rhLLrtt2+6wZW+44SZxxYNfiKX3vyu+8MnWsGWvvPJb8utWVtaHLbty5QVB3/dwZdlGeP8Nto0ILJusbURbm03885//HLYs2wjvv2i2EVLZAweOhi171VVXi6Ioim1tthHdRujT88T1++vEhz/aJz71xUFx5qzZfZZVm6xi6f3viqX3vyu+v6VyxLYRhw8fHnb/ln1S9kmlf+yTev9F63yTtuRK8c7nNg3ofGNdcJF41l+/jPj5hn1S779EaSOGcr5Z9qfPxJRpp4YtK7URNz65XkydfU7YskW3/ls+n1oXXBS2bCL0SR949D/i7vLGuLcRTU0d4m/f3CHmXfmHsGWj1Se1LrhI/tyKbv132LKzVlwqzvjlB2Lp/e+Ko773fNiyOXNWiGf/71fih9uq+m0jTjztHLH0/nfF0/7yedK2EbvLG8UX1xwR9fnj+yybaG1EPPsRPcdKk7lfqssqEW94cr2izjnsl3r/sV/q/RetcZDLr75OLL3/XXHSz95Lyn7p0eoW+fyrseb2WVY65xyrbRWfX31YHDWm7/OINbtAfs1bn9mgiH7p9J++JZbe/6546SOrB9wvTYQ2gmOl8W8jBnPtOvOUleKLG46Jpfe/KxbfHf7vEKs2IiMzua5djzd2iNf9e51Yev+7omnsvLB/NyX1SzlWOvzvktpkFf/4zq6onG9K739X/Hp3jSK+SwD7pNK/ZD7fKLFPOtA2QpdVIq7dVxeVNuLGgOvhSbMW9F1WZxTP/duXYkVt64DaCCWdb4Dk7pNmnf198YFVuwfURky9+Pti6f3vij95ZZv46LOvhS0rtRFnPvSFmH/NQ2HLnnTZrXFvIwLn78978KOwZXOmnzSkNuIH/90iqnSGPssqrR+RKNetidBGDHSsNOYZX6Uocn2PpfIGgwFtbW2hnjIsOp1mwFHAWm1w2XCphzUadVDZcFsW9CwbbqWcWq0acFmVKrisVht+e6HAsjpd+LJWqz+KXa8P/zXJyEiRo8j7K5ueniLXw2DQhS2blmaWyxqNAy9rMoXfTsRqNcllzf1sPZKaGli291bagSwWo1w2JWXgZS2W8FtGpqQYBlzWbPaXTU0Nn2rcbNbLZQM/71BMJn/ZtDRz2LJGo04u29YWvqzBoIPWt9WhqZ/PQq/Xyq/bM9NGuLL9YRvhN5g2IrBsMrcR/WEb4RXNNkIq63b3vVoM8H9nrVYTNJrwWyQkcxvhEURc9uQm+XZLU/i/myTFYhjRbUQsKO27lCjnG/ZJvXi+CSjvO+f0d74BgD11Hbj2hW04uUAMW24w5xv2Sf2vkwhtxFDON4YBbMubnp4Ci9WEj/cfR/hvD/Db86ehRZOONJMOG7uK8X8b+i6bCH3SycUZmFKaBSC+bURmpgU/O386putrccF/w5WNTp/0pqVj8PNfrIDd7UFzXRWmPNZ32RPG5eCfvzoDNz+7Ce9vCj9uZXN6sLumHW/tqseSCyaGLbutug1ZcwGDvv/jX6ltxLn/tx7VrX1nkZHql0htxEDKRqsfIWU7iLZE+D71fG0lnHPYL/Viv9QrauMgeu/nKsL73QhHif3S7CzLgF5Xak8yAFyVn4bfm/r+vqcadThnRgEEQcQdy8dh0z8Sv18qZYTccKw1bDkg8dqI/rCN8EqEsdJZJRm4bF4xtGo1jtQ24b6/9l02Vm1EX9lQAWVeu2ZnWfDg5bMx+7cfhy0HKK9fGguJ0CeN1ncp1ajFXWdMgtF37ojk+ebzHy7DmOyBfT8S4bvEPinkOibr+UaJfdLBXLemBXwvI9VGZJj1ePza+XI9c9NM2NdHWREidtZ2oLzDiaX5aVEZBxFFEe6wm94nXhvRn0RoIwDg4a+OYnttB5abw/99a9vtSAXw/KYq2Cv2hy0rtRG/PH8aLty2JWzZwO97Iszf37KsDO+EKXvCuOwhtREGQ/jvutL6EYly3ZoI/YiBjpWqRLGPvLxR8uGHH+LOO+/E9u3bg1IP33XXXXA6nXj00UcH/Zputxt1dc0hH0u2rRJ6ivT2XRqNGlarCR6PGh7fnmPcKiFxt0qQPq/29m54PMrbvkur1eK6F3dib10n/n7xNMwp6LsDnwxbJajVqqDPS6KkNmIoZZXaRmg0ahiNGjQ1tQd9XqHKAsHH/Q0vbMXeuk785cKpOGFMJgBu3zWUsoM57g0GPXJy0tHe3g2324PvPLUW26vb5cefu2Y2xmZ7J1j6O+43HGvB91/bhfE5Zjx37YKE7kfsrevADS9sQ4ZZh1SjBhUtdqh1AVs7uBx47YZ5KLAGX4Cd/dg6tNpc0BtNcAsiHr50OuYUmGPWRgSevwyG+G6VkJ+f1e9Fw0CxTzr4suyTsk860PPN42vK8cymGlwxvxQ/On1C2HPI+vIW3PPWXqg03jpkm7V48/rZALyDSC1dLkzOt8jfgZG2fVdgn/Qnb+/Gp/sb8f1lY3H53FGKaSOGUlY67q98ehP2VrdAFILLzhplxbaqdhh1alhSzJhemIYvDzVBdLvwzs3zYNSqoVWrodWooA4YHOvruH9jew0e+NS7xfd1i4px0wmjY94nDSUR+6R3vrQZqw97z59js014+uo50Pr+ToPpkz62phKbajqhVaughohTy9IwtzgN+xu68Ov392NmkRWPXj6z1+sOtE/6i1V78fbOOoiuvn+30mwLKtvdWDI2E/+4ZDqqGltx7mPrAQCjs0wob/K/j0qthkqrx/RCK5799pyYtRFn/HMtOhxuvHTdXJRmWaLaj5j35y/gEb190rxUHV64Zi5MIQZK49VGJFKfFAAKCrIjtq1sIvdL39pRiz99eginThmFhy6aFrYsEP9zTrh+6fFOB85/3Lvi4balo/Ht+cUA2C+VJGu/tGfZSI6DNNrcuODJrdBrVFj3g5Ni0i/1CCKW/m01AOD97y5CZooxqm3Ew18dwZbKNqRqPJhSYMGtyyegu8sxosZKL3p6Oxo6vceD6Hbh9qUluGruqJBlE6mNGAn90kRvI0Id925BwIZjrWjpcqLD6UamWY8Vk3J7jZUm0rXrxooW3PXqLvn+K+cW4a5Txil2fOt7r+zA1wfq8JPTynDOtPx+XzfR+6UcKx3ad+mRr4/guY3VuHxOEe5aNpZjpUMoyz6p13DON3e/vBlfHGzCD5eX4aJZhWHLRmpuLtnGSqXj6+zH1qG124VXbzkR43Msctlon2/a7C5865nNaO5yIS9Vj/oOJ9R6Ix6+dDqWjM2K+Fjp3vpOfPel7Wjt7JbHSl/4zhyMzkrpVTZR2ggl9EkfX3MUz2yqg0rjLXvz4lG4Zm5ByLLbq9vw3Vf3yGVFwQPR7cJZU3Lx/p4GuZw0rikdy6Io4s5Xt6O8oRW5FgN+f95kpPoCDh9bfRTPbqiCSqPBNYvG4J7l44KO+68ON+FHb+3B1IJUPHHlLACxm7+Xyp7w0NdB5cZlm/H8dQOfkw9sI37/4QG8vOEIbjyhBNcvKu1VNlb9iOMt7Xh2QwUOHu/C2qMtWDI2Ew9cMDVk2Vhet/7q/X34aO9xAMCNJ03AVfNGIStFn/B9UmDgY6Uxz/haUOA9oBsaGlBSUiLf39DQgIkTw2fD6ItKpYbB0HfAnNvt/xKEKzecsnp9+Ij+oZbV6cKvKhhqWa1WD22IT1+rVSMlJQUtLV1y+b7KSjweKdMwoNHooNH0HZU9mLKCAPkAVqu1YSP1B1NWFP1/i8GUVak0A/5ODKYsEP77G66s9Hk5nf4y/rKqQbzuYMpG9jiSUih5BDFudYhVGxHq8+qr7EBfN9ZtxFDKKrmN0OtNMBpNvT6vUGUDj3u1zgi13g2d3hj0PYl1GxG+rDLaiIGWlbJHezwCPB4RZrMZar3/4sRitoT8LEK9rl5vh1pvhFpvglarT+h+hErrvei1pBjx6vXzsbmyFX/85CBKM81YfaQZap0Bglrfuy5aA9R6DXQaFdyCCLdbjGkb0bs9jF8bEW5l32CxTzr4suyTDq6syyPgnjf2wObyIMeix8UzCzC/JKNX+aTsk2qNUGl0UEMll++rrDXFKQe9AkCHU8D6Khv+/uURHGvxDtj8/pxJWDEpN0QdEqPvGKs+qaA2QK03IiUlBXq9UTFtxFDKSse9RqWCSquDCt7vyE9OH4+SDBPKm23Y0XAITgDNNje+PNQEAEhNMaIgI63P1+3ruB+Tlwm1vtr7c24mDAZTzPukfUm0PunNSyfgcOte1Hc4UN4uosutRW6qIWTZnq9rd3nw7MZKLCzNwHNb64Ie21HbCcD7GXj7SykD7g+Gqu8tJ4yGQaPGJbMK8fg3x7Ctug3NtuCBudkl2ajcVYc1R5rxz6+Owu4SoNYbodOo8NrNS+H2COhwuLHi0XXyc7Rqb7sWqzZCazBCLbqh0Zmg0xmi2o/w+K73X795CYrSTdD2kSUhXm1EIvVJIy2R+6V6gwlqnRFujxDQziXuOaevfuk7e2rxh48PQu2re1FWmvz3GQn9UiAxzzlKHyvVOr0Tp4Lo/W5Euw7/+OoItlS1yd9jk8EMrVYb1Tbi1hNGy7e1WjXSrSkQPeoRNVZ60+JSrNpTD51GjbFZZlw4q7TPrDiJ1kYke7800duIUGUNAE6Z1DszVs+x0kSpLwBMH6WFNTUFORYDXvrOXHlsTqnjW1q1CiqtHtAa+vx7KKlfyrHSgZXt+f1Q60xQ640wGk0wGEwRP99wrLTvsol4volXn1Rn8H4PtQZTyOcl2jhlIpTta/5erTNC7dZA8IgxvW7NNZjw8Z2nyLeveW4L9tZ3wu321iPSY6Uby1vQZnfLY6VLxmRiXH5WryztidZGJHqf9NoTJiA/Mx1//vQQAODrI63YUdOFdcdaYNKpMSnXgp+fMRFry1ug1aig0mgxJsuMH5xShjte3QmVXoMPD7XL12m5Fj3uO2Oq/H5SHf564YyQ7z9/bD6e29YIAPjPxipct6AEqUatf8xCpfe2FfrgtiIq17h99El/evY0/M8nh+Ry88bmD3lOXhTFkL/PUOrbs+xgjvtv/3c36ju81/Te+oSOEwFie92aZrFAre8AADy5rgKf7j+OV6+fn/B90sGIeeDrpEmTYLFYsH79ejnwtb29HXv27MHVV18d6+oQUZxJ2ZJim3uaKDqOdzqwanc99tZ3AgBU/WwNQdFzztQ8VLbaoVOrMK0gFaPS+99yQub72BK5XWq2ObGuvAVVvq1jtWoVNGoVFpRm4PUbFgAATn9kLVq7XSF/D7cvCkGvUaPbJcCTyL8sEck+2NuAdcda5NtHm2x46dp5caxR7LgF/4RSf6YXWvHdE0ejvNmG9/Y0wOEW8NKWajnoFQBq2vrOljCSOHyr4g0RyjCoBOOyU7C7zjvQc+qEbFw4w7s4d25xOhaWZqDL4cFLW6thc3mgVatw8rjsIb3PwtIMvHTtXLg8IibkDGyLppFqaoEV7968EMsf/gYdDjdsrr6zUQTqsLvx9IZKPLuxEk+srei3/OT81GHVMy/VgPtPGw8A+NPKKQCAFpsTP121DzVtduSlGrBsQjbe3uUNwP33On+dpLZLq1Ej3aSDRq2CR/D2vwqs4QcvI02ayBai3P8LfH2rUTug9ptGBmmbuES+AulyuvHilmo43QIm5qXikkWje5V5ZHW5/PMJYzJw+sTcXmWIBkstj0dE/whp7HTg2Y1V8u0Mkw4m3cjpE8bTBTMKcMGM0BmfiEaCNJMO79y0EHqNOqJBlvGi811POz2J3LuhaLI5PXhtew2A/rdNJ4oFTvcMn9Qfj/dpSoqjiNYcnss3NnzW5Fz86qyJQbtc0dClGrW4dFYhbE4PHv76qBw3AADdLgFbq9tx0ZMbg56jVauwsDQDty0ZjS8ONaKt2wWLQYsLZhTg0h4ZnPtzwphMvHPTApz3hHeHmvOeWI9PvrsYWo0af/3iMF7Y7E0UEM+P+6KZhbhoZiHq2u1Qq1TIseiH/6JxavsEUcTxTic67MFZThOln/udBcVIM2rx7MYquAURdR19ZzNXqpgHvur1elx99dX4y1/+gszMTBQVFeGBBx5Afn4+VqxYEevqEFGcSe393voOTMqzIMcS20k/okj63UcH8M1Rf0BSVkrfq1kous6anIezJucN6blSN1RM4KnY3354AKuPNMu3tZrenWfpnqNNNtz9xi50OT24d/k4nDk5Vw4g0/tW2sViUo2Ihs/eYwXzkSYbvvvKDpw9JRfnTg29nV6ykALEQrV3PWnUKly3sAQeQcR7vu2ANlS0Br8e2z0AgNP3nTJoR06Qw09WjMelswrR5XJjSl5wIOSodO8K7F+cObTdaHoam8WA18Ew6dTocACXPrUJF88swL3Lx/XKMLG7rgP76zuwpaoNH+473us15pWk4/7l4/DZwUbkWw348lATrpxThGyLHkVpg1gINUAZZj0eudSfXUFUAd9ZXIotx1pQ3dotZ4SdWmCVy6hUKnz/5LHYWNGKMyfnYsmYzIjXKxx1FBd5NXQ48PnBRiwekxkU0MuJEwokfQejHXw9HJ/sP47H1hyTb+dlpWBmbnCbLp1D710+DhfNLGBwN0WEf3FC9N+rw+FdaJKi1+BP503B+NwUaEfQYigiii9LjLLgx4LON07h6mO7ZUpeoijivrf34AvfjjEAYNZp4lgjGun8VySJe62lFNJfMN4JjvwJxCL7mXY63Hh9ey3+6VvQadCqOXYTBRfNKIBa5f17P7m+MmzZhaXenf2uX1SC6xeVDPu9861GLBuXhS8ONaHL6cFFT27EC9fMlYNeAeDEsbEdkwwl3xr58dpYu+3lHdhS1RZ0nwrA3OK+d5GLpQKrEbedOAYXzSzEuY+vl+fakklcrizuvPNOuN1u/OxnP4Pdbsf8+fPx73//GzodA4SIRhqNrxP1xNoK/HtdBR6/fCZmFiXGSYBosBo7nQC8Fwg/PKUME3Mtca4RDYUqisEAkdLU5Qy6bTX27kNJv8emylbUtntXb/38vX043NgFt+DP+AoATEhAlNg67G5srmzF+3vqAQDLxmVhe3U7Wrpd2FjRiiNNtpCBr6Iowi2IaLO7sbmiFSeMyUSqUZmTS1K7NZigEo1ahRS9Bl1Of/bI0ZkmlDd347E1x7Ctuh0XzSjAKeOHltEzGUgDMvoRFPiqVqkwMY99tERUlp2CBl9/+rXttThnSh4au5xQAZhTnAa9Ro3bXt6OblfoCeXLZxdi5bR8jM4y4/os7wDx2VOGthBqqHQaNX59/jR5+0mXR0BbtwuZKcFZC66YU4Qr5hTFtG4SdZQyvjrcAs55fL33xueHMbvIH+zbM4CZRjZ1DAP7hqq9R5aOFpsTQHDgq7SI5sSxmQx6pYiR1niJAO5+YxcWlWbg8gifL5q6nLjj1Z3yFoxWoxYLR2dE9D2IiEYSqd/w96+OYmKuBQtK2aaOFC3drqCg15IME1ZOi+01KFEwXpdEijRkEu+/qHSpebzTiS6nGyn6yIztv7WzDv/4+qh828ig/ahINWrx7fnFAIDLZhfhUGMXOh1uvLenAV1ON0ZnmvH9k8cCiM5n8MD5U/HAp4fw8rYa1LY78KN39siPvXHDfDkJBA3PturgoNePblsEg1YDsz6xjitpvMEtiNhR046xWeakWYwWl99Co9Hg3nvvxb333huPtyeiBHLZ7EK0292oabfD4RZQ3mxj4CspljRx9+AFU+WVWaQ80grOBJ6Hlb9rMwqtWFCSjtMm5vRZtufKrS8PN8nPlwJfmfGVKLH97L29QRnFs1P0eOW6efjiUCN+99FBOeNYIEEUceN/t2FnbYd837lT8/DLCGWyjCS3IGLt0WZYjVpMLbAGBY80djrw2cFGHGjwbgekG2QWqmXjsrDKl/V16dhMZFv0KG/uBgCsK29BY6dzRAe+5lr0aOh0Qj+ATLpE0faX86die00bvvvKTgDAF4ea8OxGfzaEBSXpIYNe3791EbJTIrAdVhToNGpkJ9iuJtHK+NpzYdbW6vaA92QbQ37S10FI4MhXd4+6iSLw381VONpoAwDML0mXr7MY80qRFLgV4uojzVh9pBknlmWiKG34E5L1HQ68t6ce26rbcKixS75/Uo8M+ERENDhrj/p35br91Z145bp5GJ1pjmONKFYCu4yPXTYDc0alJcy2xjSycbpn+OQdIeN8SKt9F5x/+vQQ/vblETx79eyI7DDV4fAv9jxhTAYunJHcu8klgqwUPbJ845enTuh7TjfS7j11HN7aVQeHW8D6Y60AvIsfGfQaOVKbm2rQ4oZFJcgwJ+Y4tTpgAOuG/25DXqoBb9+0ICnGbZMjfJeIFGvFpFysmJSLH765OygYi0iJpIwvmiToIIxkSvj4pAxdNy0uwaLRobeikAbZpAnZNKMWbXZ30LZb0lZcybitAVEyaejwBxOlGrQ4sSwLaSYd5hanAwh9DDfbXEFBrwDw7u56WI1a3HnS2ITKvvfx/gb84r398u3P7zhBXmn6ty+PBG1nPtiMar86axJ+fPoEaNQqaNUqPPj54aDHbS5PH88cGRy+oOnc1MQKzKORSa9VY35JBibkpODA8S68vasu6PENFa3echoV/nrhNPz500P48enjEzboNVHJ22hHeJmX1Mc0atUozTRjv2/BQqZZB8MIyipN/dPI38HE1XOr4n11HXj8qyPy7bd21srBsYnUpyLlC9XX7XJEpr/6f2vK8c7uevn2SWVZuH3paJRmMDiLiGg4eu6k9cQ3x/D7cyfHpzIUU6I8HwR5jI4onuTdDONbDUVzuAWs2lOPTl8fPN5Xe4GXBw63gAMNXREJfJXar8tnF+KHy8cN+/UosU3IsWBnrX+B+t8vnh7H2iQXUZTD5PHa9fMSNugVANQ9WrT6DgecbiEpMj4z8JWIEoKc8YPL0CjBedO/t6G8yQajToNTxmfD5OsQSBlr1JzXTQ4J3BzJ26wMIEpXmrI16TRos7uDMkNKW1uz6SVKbNLCikcvnYF5Jeny/VKghSfEQWzvI6Dzhc3VWDEpF1Pz45/ZyS2I2F3bjq8CtoUDgN98eAB/XjkFANDYI4PgYDO+AggKuMq1BA881LTZ8ZfPDmFGoRUrJuUO+rWVTgp8ZVAaJZJR6SYcON6F1m4XAOCquUX4YG8Dmm3e22XZKVhQmoFXr58fz2oqljRp8tKWapRkmHHxzAKkmXTDfl2X71rIrNfgP1fPRkOnE4cauzAxJ4WBgRREuoYJ3HXilW01+GBvA0QRmJJvwa1LRkd8uzW7y4P6DgcK04z99idcPSJYOuze9sdi0KDT4YEz4PFkyIxBicNi0OKKOUVo7nJic1UbmrqcIfv6QxGY1QkARmeaIzJpTkQ00p0/PR9v7fQv2ut0usOUpmQymDF6oljgN3H4fv7ePnx+sFG+He/je2ZRGjZX+rdR//l7+7Bqdz3+uHIyUvRDv2aW8mjwenZk+Mcl07CrtgPVrd3ISzUmxNxQNIhxmNgPzEmT6MdTqPiVZAkPYOArESUE6UTApIOU6B7/phxPrfdvuVrbbscNi0oBMONrsolHB3mgpEUC4WIIpIekgGytL7tr4CSt3jfhG6mJNCKKDikwpOeFqdR/cnsEbKpoRV6qAcUZ3i1q7L6AxgyTDi9eOxf3vbUH22u8q3q7nYmR5fTR1eVB25hLPj/YiHa7C1ajLigwf35JOk4elzWs97x8dhGK000QAdz39h4AwEtba/Dy1hqcPC57RASAugUB7+2sRUVDhz/wdQgBxUTR8quzJuL86fnodnmgAnDCmEzctmS0dxW6R0AJM9MNi1nvXbS3ak8DAG9/8tqFJUFlNlW04qWt1bj9xDEYnTWwv7fblyFTq1ZBpVIhL9WAPGaTphDU8sJn/33/WntMDm7fWduOsdkpuGhGQcTe0+URcPGTG9HQ6V1Qc9msQtx7at9ZbXoGvrp9tzPNekzM1csTj5NyLUiPQOA4UaAfnFIGADj/XxsAAF8fbkJBqhHp5uF91wJ3iUjRa3Di2NC7xxAR0eD88JQynFyWhcYuJ/7w8UG530DJbyBj9ETxwFZo6NYebQ66He/j+7Ylo3HF7EL85sMDWH3EW7d1x1qw7B/f4MZFJbhhUQm0QxjXFeTA/UjWlhJVil6LhaUZQGlGvKsSFfH8Ggcu6k70wFd9iLYiWXaEZeArESUEOfA1SRpXSl7vBmwLBwDNXS75Zznja4J3bCg8eTuYBG6OxAGsxuyZSVvaMjEw46tOI2VbikIliWjYbE4P1h9rQXlzN4DeW5HoNVLGV+C2V3YAAP51xUzMLEqDw5fx1ahTI9Osx7+unIWr/7MF+xs64fQkxubCx5ptQbfPmJSDD/cdBwCc+s+1+O81c+W6/um8yVg+IWfY76nXqrFsfDbaul1QwT8QLMIbFDMSAl+/PtyMe17fJd9WAUmxnQ0lD5NOgxPG9A7GKc1kwGsk/Pi08fjkQCN21LRjT10HWrpdvcr89qMDqGmzo8vpwSOXzhjQ60qBgkOZcKGRRRVi/KdnoGmXI7KZ0lpsLjnoFQBe217TT+BrcF9JmgjQqFT45yUzUNnajUyzDqkGbdwzAFHyMvr6pU+srcDTGyrx1o0LkGMZ+oIC6Sj72YrxWDktn99dIqIIMeo0WFqWhY/3e8cz3JzjGjGkT5rnVEoU/rkttkNDFXg4zy1OQ4HVGL/K+GSY9bhmfjFcHgHrj7XK9/9rXQW+KW/BM9+aPejXlL4jKuYJJhqy33ywH2sCguUTvTtg1Gnwu7MnYWNFK97a5d2tIFl242bgKxElBDnjR3yrQdSvqfmp+OJQEzLNOjTbXEGZMqW5Om7lqWzShV4id/X8q8nDBL76/pfmbLW+VJG2gO3Pw22TTkTxIYgifr5qH9Yfa0GbPTjoo+chn2HW46q5Rdha1YaKlm50OT041tKNmUVpcsZXo9Yf0CgFu/cM5ogXKdvomEwzzpicgwtnFMCk0+BN3xaBVz67WS4b6UUlaSYd/nHxdBxu6sJfvzgCYOQsAmjsdAAAci16zCi0Yvao9IhvJ01EiWtmURpmFqXhibXHsKeuA50hAgxr2uwAgI0VrfjdhwfgFgSkmXQ4qSwLc4vTg8q22ly47+3d2FrtzSqu47UQ9UMKjQ6MCZF225hRaMUOX4b6SOp5iveI3om+voIUXEJwX0kKYFGrvddQoxmITzFw65LReHZjJXbVdsDlEVHVah9W4GvgOAIDdIiIIk9KOsDA15FDGkfiWZUoeUhN+Ns3LUiIoFfJ7FFpePiSGXB5BGyqbMUv39uPlm4X9tR1hL227Yt0puIQDtHQ2JwevNMjWZoS4kPOmJyL0ybmBAS+xrlCEcLZLSJKCFyFRkojDWQFroSRftZwAkHRlPDpDeaiVPpelmSY0NDpQHtAIJ0USLZqdz3OmZKniE45UbIrb7bhI1+WkJ5CBX/evcy7Feq9b+3GF4ea5K2muwMyvkp0vix8+xs6MasoDWlx2pp3a1Ub1pU3Y92xFgDAzSeU4rSJ3myuP10xAZPzLPifTw4FPUcdhfZp4egMzCtJlwNfk30RwObKVtz71h50+ILcZhen43dnT4pzrYgoXsy+TM9v76rH6EwzzpqSh+wUfa9y0kAoALywuVr+uTTDhCvmFCHVoJWDXgEgK8RrEAWSzuliQDiqdArWyLtWRPY9Q401CaL//XrqmYHW7QuE5e4uFEunjM/GKeOzcelTG1He3D3sTCzSccXvMRFRdMgJBpIlgoDC6nZ55N0zeG4lSh7+TKiJSadRY/HoTLx83Tyc/shaAP5rW7vLg2c2VKKl24Up+alYOS2/z9eRri24II5oaEJdnyvlaAqcakuWBVvcf4yIEgIHBUgppK+oHPgq+C+EPAFZYEi5lBCIP5CLUnkLUV9Zq1GLd29eiNMmZAMAZhVZ5UyQW6ra8ON396Ku3R7NahPRALjc/rbn4UumY0JOinw7XPCnFNRa3+HArz/Yj7vf2A0geAt7vS+644m1FTjzsXXYW98R0boPRJfTje++sgNPrq+U7zNog0+cF80sxIZ7luLtmxZgVLoRYzLNmFFgjUp9Av+kybKtS18Cg14Bf9AbEY1M8wIyt/79q6P4vzXl8u2SDJP8c6ZZh9mj0no9/1hLN/706SH8e12FfN+9y8fhl2dOjEp9KXlI595dtR14c0ctOh1uf7Ys3zVMLK7FAsef3B4BNqdHft+e2fHdHi5ypfhRq3ovvB4KeRKfX2MioqhgxteRw+b0YOUTG3Dt81sB8NxKicN/PRXniiiYUhaLBV6bPvj5YXx2sBGrjzTjX+sq8Nr2Wvz2wwM41NjV5/NF+feMdk2JRobxOSm95rkSlUqlkoN0z3psHR749FDY8krAjK9ElBDYGSelkCYatL4Ao7d21eGtXXW486Qx/sDXBL8gooFJ5OZIGMBFqfRQ4PfSpNPgD+dOxvc7nchO0eNwYxc+OeDNLPn5wUZUtXbjhWvmRrHmRNQfKetofqoBC0szMDkvFQeOewepwh3zOl9Q6wd7G1DT7pDvTw/I6rpiUi4ON9rQZnfB5RFx8HgXJuelRuG36Fu73R00CVRgNWBqQe86qFQqFFiNeOOGBVGtj3SRLyJ5tnXpy/TCVHxz1Jtld/mkXHxr/qg414iI4mlingV/OHcyXt9Ri00VrdhW3YYrn9mM+g4HupzeIPnHLpuBuQEBsgcaOrGvvhNrjjbjs4ONAICjzTYAwPnT8nHZ7MKY/x6kPKaAhRe///ggXtpaI2d/9WeDDa/Z5oRHEGExaINery+hzvF3vLYTc0elYWx2Cn7/0QF0Ob3Z8v903uReASsCAwYpjuTAV6Gfgv1QyiQ+EZFSSYGv+xs68e7uOpw7te9Me6RsdR12tPqyvQLsI1Li4Fdx8OwuD1ICtgKRFoslekBoYAKmV7bV4JVtNbhiTlFQmb99cRgPXzIj5PN5jUvJKJZxRoHv9fkdJ8Co0ygqg/KSsZlYfaQZAPDythrcsLgEmWbl7uLFwFciSghS/yzZM22R8klfUYsh+BT696+Oyj8zC4yyKaFjKg4o46v3f2lyS7qtUqmQl2oAAEzIteC/35mL+9/eg4qWbjR2OqNWZyIaGH/2cO9BO6c4DW/tqoNWrUKuxdDn86SMr4FBr99ZUIzzpubJt1dOy8fKafn4wZu78dXhpphmIXG4BVz3wlYc9AXxphq0+OyOE2L2/uGo1Sp4BBFCEke+fnmoUQ56vfmEUvxk5TS0tHTB7R5mBAURKdrpE3NgMWiwqaIV5c3dQY8ZtGqUBmR+Bbx9xwm5Fpw3LQ8LHvoaAJCi12B+STqDXmnAZhal4cZFJXhpaw06HG5Utvq/e9J8Y7ihoff31uMX7+0H4J2M/OnpE7ByevjAEimwVq9RwajToN3uxtaqNmytautV9rlNVcjoMdgv9Zk0iT77SUlJ+toJQ1ye6/IIONbSDZsvuJtfYyKi6JDGWwHg1x8cQIHVGLSIjJJHz8UoXFRCiSZ5Rzgj67099fjNB/vhEb1jICePy4Knx24kiSrUPPSLW6oH9Nzt1W14aWsNgMT/PYkGIh7fYzGgpTVo1fICKKX464XTUNdux3lPbACg/F25GfhKRAlBCu5QeJtKI4DUkTljUg4WlqZjb10n1h1rkR9XAUg18vSaDBI5Dn+oGV9DGZedggfOn4LLn97MxQdECUA6DqXAj7On5GFyXirMeg2yUvpecdkzaPO8qXm4Y+mYkGWli/CvDzchzajFwtKMXgs6Iq28ySYHvQJAcY9gqnhSqwAPkncBVmVLN3741h75dmaY7xERjTzzi9Nx1dwiNHU5odWokWbU4vzp+cgy65EWkDU8kEqlwrJxWWjqcuLxK2YpbnCX4kurVuGWJaNxwYwCnPv4ergFUf4OybsBhZmq3VffKf8siN7MFFABp03IgVkfOvurdIrXqFV44oqZ+OpQE/65ujyoTHG6EZWtdnS7BFg8wdEM3N2F4knO+DqIrqogivj6cDPa7C789sMDQY9xcpuIKDpKM8146IKpuOfN3QC8W09zZ63k5OkxfpQa5TE1ooFSyQsJk3OMM9K2VLXJga4Ot4CP9h2XH0v0BEehrk0NWjUsBi1mFlrx2cHGkIFsrTYXbnxxu3y7LMsc1XoSJavAZjaxW4u+5VuN0GlUcHlExcdosSdGRAlBzl7AzjglOOnEn2bU4aq5oyCKIv725RHsrGmHTqPGNQuKwwYmUeKTOqhSa/TZgeN47JtjGJVmxP+cNwUGrbqvp8aMvN1KuO6078LXM4CtWaTXYQtMFH+hMoqNGcAA1NlT8vDO7nr5driMZDpfVO3qI81YfaQZZ0zKwe/OmTzUKvfL6RbQ2OXNKK1RAY9dNhPjc1Oi9n6D5R0oVP7FfV8aOv1ZgG9dUtpvVjwiGlm0GjXuXlY26Oc9cP5UiKLIACoaMinY1SOI8rWKNLkYbmhIemzOqDRsqWrD/oZO/PbDA/jHV0fx4W2LQk4AivLCQRXGZqVgbFYK3t5Vh8pWOwBg1c0LUdtux40vbofD7YGrR6fA5QuE1fDrTnEgfaXf212P0gwTRqX3v4Bsa1UbfvjW7l73j8kyY1aRNdJVJCIin6VlWbhtyWg8uqYcbd2ueFeHoiRwHvPWJaU4YUxmHGtD5MfLlUHyHcpnTcnF+3sagh5K9KEOnUaFSbkW7GvoxKwiKx6/fKY8PvPpgePewNcQ19X/3VIl/3z57EKsmJQbqyoTJZWgwyvRG4ww/HNjyp4cY+ArESUE9QAmN4gSgX+Lefj+Vw1popgSl9w/FUXsqGnH/e/sBQAcbbJhT10HZo9Ki1/lfPzbrfRdRnpIkL+zfRdWcfEBUcIQxKFlFEszBV/ahQt8PWdqHg41duFwow0A8OG+47huYQnKsiMfjLq/vhM3vbQN3S5vwMj4HAtmJUA7GijZF2BJwTrjc1Jww6JSaBNgAQcRJQcGvdJw6AKiSF2e4MV6YQNfff9PL7RiSn4q1h9rwcHjXWjtdqHb5UGKvvdwd6iXcwbMAuamGtBs8y7ScbgFuH3nTpXvuXLGV2Y3pjiQFt9+tP84Ptp/HLefOBrXLiwJ+5xmmzfYymrUYlx2CmaNSsNtS0ZHu6pERARg+fhsPLqmHA2dTmytakuIsWSKrA67GwBQaDXghkWlca4NUW+t3e54V0ERpJ1GxmSZoVWr5IQUBq0aJl3o3UQShUqlwtPfmo0OuxtpJm3Q+Iy0oHRrVVuv57Xb/d+Nmxaz/SIasiTI+Aokz9wYA1+JKCGoe2QmJEoU3xxpxmvbatDa7cK0glSsP9YKQNGLd6gf0kdb0+7ADf/dFvSYWxB6lY8HcQCBcXIwqxA8iRwKFx8QJQ6pmQkXuBpKVooealVgZvK+L/UWj87E4tGZaO124fRH1gIANlW0RjTw9bMDx/GvdRU4eLwr6P4JCZTpVTKU7WOVRAom0mkY8EpERIlDq+59XpL6P2KYvSjEgB0t7jh5LNweAYv/thqAvx/V13MCL5+khSESg9Y7selwC/KEp16rhsMtYGN5i+89ORBAsXftwhI8ta4C22vaAQC76zr6fY70nZ+Qa8Gjl86Iav2IiCiYxeAPlrr5pe341xUzMbOIwa/JwOURcNZj69DmCxzjoihKVM9urMR1C4thMTAUKBxpLFirVuOPF8/Au9uq0GF342crJkCvgMQBGrUK6WZdr/uNOn/df/zOHtyyZDRGZ3p3lJOutG8+oRRppt7PJVKyWE7vBI5bKXmoKFniA3i2I6KE4M/qofBWlZJKbVs3bn9lh3x7S8DqOD2DR5JWXYejz8c8CRIVJVVjYBlfpdv9B8myCSaKP7fvQNQM8mo506zHI5fOwL76TqjVKpw1uf9titJNOpwzJRer9jTg5W01qGztxrzidIzNTkFJRv9bqIbz7x5Br9fMH4WzJudhbLZ5WK8bDVKQjSCIcAsinlh7DB12N66ZPwr5VmOcazd80nbNOk7IEBFRAtGGOC8NZsBdenZgwEFf12vSvYGBq+4eZaWsmna3ALdv0UiGSRd0fZjoWX8oOS0Zk4klYzLx5o5a/P7jg72+u6FIiQU4ckVEFHvZFgNuXFSCf62rAADc+OJ2bPzBSXGuFUXCvvpOOegVAM6ekhfH2hD1dlJZFlbtaQAAfHagESun58e5RolN6lWrVMAlc0fh1LEZcLsTI/nNcMwZlS7//MmBRrTZ3XjEtxhOEPtPlEOkNPH4OgdelSv5cJKGyewuAZ0ON9K1+vhWaIgY+EpECUGV5Jm24unp9RXYUNGK4nQT7j11XMjJJQqt1bc1XE+FaUYsGp0R49pQrNhd/gvb35w9EaeMy8ZNL27HvoZOeOLURtldHhw43oXNla34+nAzWru9382BZBySssKEO/Tl7LCMfCWKO2EYW+nOLU7H3OL0QT2n1Lfau6KlGxUt3Xhpaw3MOg0+vG0RjMMI7pCyjF67oBiLx2RgRmFawvZBpFpVt9nx1IYKvOcbIE7Ra3D70jHxq1iESNs1B24pTUREFG/aEOclOQt7wH37GzpR2dINg1aNyXmWgEWAKvk5KngnHdx9XM+I8mJAv1yLIWibRymjj8MtwOVLHXvbiaPR0u1Cm0tAW6cDF00vGPTvSRQp0jHjEUQ0dTmxs6YdGWYdJuWlyoHbEuk7zyzFRETxccuS0chM0ePPnx5icFESCRw7ZzAzJaLlE3KQajiIDocbXS5PvKuT8MQkXSym16rxwjVz8OS6Cm/ga7d/rlvgdQJRRAQOP6kUfDxJbcGVz24GANxzShnuPGNSPKs0JAx8JaKEoGbQVVTYnB78c3U5AGBjRSvOm5aHaQXW+FZKQaSvY1aKHh/cuggO30q/nhMKlFyWT8jGMxsqMb8kHWdN9q7alrIBxivj660v7wi5nWG4vnRpphmVrfaAsn0XljMrDb2KRBQhUjsz2IyvQ3X57CLkWgz45mgzatsd2FnbDpvLg3a7e0CBr5Ut3XAKAtIdHmQHbKMkZZlaPCYjaJV5IpLa+O+/sSvofpszOQaInb7AVy2z1RMRUQJRq1SYV5yGTZXenVUyTDpYjb6hal8/or7DgW//Z4t8naJRq7DYtwg1sKekUavgFkR5AVFPYogrnbuXjcXP39uHu04eCwAwBlznH260AQDyrQasnFGAjIwUtLR0JUX2H1KuwHGJu17fhf0NnQCAyXkW/PyMCXhuUxWunjcK43Ms8viqguffiIgUb/n4bPz500NM9pJEpPmi4nTl7w5EyevEsZl4f29DwuxemMjEwJSvSWZ8jgUXzyzEJwcaceB4Fx5ZfRS3nDBavmZOvt+YKLaSpYXt2RZsDdj9WEkY+EpECUHNjK9R0elwB92WAh9oYOSJAt9tBryODCadBi9fNy/oPqmNisVggdsjYFt1O3QaFaYXWqFWqVDebOtVbmKuBUVpfQ+y/XnlFLyxow4PfHbIVz6lz7LSd5yLD4jiTzoOYxWjaNZrcM7UPJwz1Rvof+L/robDLciBq6HYXR5srW5DeXM3Hvr8sHz/6RNz8IdzJwPwr5iPVQDvcPS1wn0g28gqgZR9V8/AVyIiSjCPXDoDTTYX6trtKMkw4Ym13i2BpTNwY5czaDLBI4ioaOkGEDw3KQW+9uy/iKKIrw43YXt1u+85/ictKM3Ah7ctlm8btWpoVAja5UOn5rmTEofW9310CyIqWvxjBEeabHjg00PYWt2Ow402PPftOfL4qoZpBomI4iawCRZEkdn1koA/Ro6fJSUuqf/X16JA8pPG4ZO1y5xi8Ce1eGp9JZ5aX4kFJekAeJ1ANGxicgSRLy3Lwru76+XbSo0TYOArESUEZnyNjq4emcoExr0OCfv/JMU8x6KNemR1Of6zqUq+ffuJo+Wg9WvmF+OkskzMLErr93V0GjUum12IFZNy4BZEZKfo+yzLxQdEiUMKtojXhIhWrYIDwLu76lGaacJJZVlBmV9FUcSP392L1Ueag57jFkQcPN4p3xfv32MwLplVgDd31KGuwxF0vytJFgxJga+6EFtKExERxZNKpUJ2il6+VvEvyPP97/uhMM2IDJMOu+s60O3bslMVML2g6WOh4rbqdvzwrT3y7XDX9lqNGj9YPg4f7G3A8U4HitJNmJBrGc6vRxRR0uS00yOg2+Xvp7oFEVt9wd1SFlgxSSbhiIiULHA8RBA5x0BEsSFdG+2sbYcoigzUHoBk/QtNyrXglhNK8X/fHJPv21DRCoAB/JScYjnFnSwJo3955kT8bMUErNpdj99+dECxsVoMfCWihKBi0FVUdDmDM74q9WQVL/xzkUStDj2RGg3Vbfag20+ur5CDlq6aW4SsMAGsoaSbdP2WkQZeRX7pieJOamfitepa63vfx9d6B8TuOnksrp43CoA302vPoFcAOGlcFj470AiPIMIjiN7sbApaMX/DolLcsKgU++s78enB42jodGLV7vqkyfjq9q180irhwyAiohFNJV+XeP8PzMAj7cBilwL+emR8BXpna2/qcso/pxm1OHdqftj3v3RWIS6dVTjU6hNFlRTE0NrtCrpfEEToNCp53ODet3Zjd10HAGUsQiMiSlaB4zpnProWD104DTMKrXGsEQ2XCC4socQntT1fHGrCx/uPY8Wk3DjXKHFJl4/JGgSqUqlw4+JSXLewBFc9uxlHmvy7RnCYmJJJPA5hadwqGQ4ljVoFtZwALL51GSru10RECUHDoKuouPuN3UG3Gfg6OP5JtmTottBwyBmEYnAMSZO1J5dlAUBQJpdoZevj4gOixCGdezRxOvdcPqcIhWlG+XZ9hwNNXU6sK2/GuY+vDwp6nZKfinOn5uHcad4gEpcg4p43d+Hcx9ejtt2bPVWtoFG0iXkWfPfEMZjky+72zdFmvLGjFnXt9n6emdj8GV95+U9ERErhPXdJl19qlUoOfO1wuH33+UtLk7urdtfj+he24s7XduKNHbVyv2pucRo+uf0EfO+kMTGqP1HkaX3jAVWtwX1TEYA5YIeGLw414XinN+ibW5gSEcVP4JxCm92NG/67TV6YQMokB7nw9EoJbPmEbPnnQ41dcaxJ4hspx7RGrcJPV0yQb6sAjM0yx69CRElAnk5PkgZE3hlWoYECzPhKRAmBQVeRJ4pi7ywQ/PsOSrKkqafh08Qw46uUme+EMRn48nBT0GP6KAUtBc6Fcfsbovhyxznj602LS3HT4lL8e90xPLbmGGxON659fivqOhxymdGZJvz7ylmwGr0ZpQ81eQdR3YKI3bX+SRyDVo0CqxFKIy0yaLO78YePD2J2kRWPXzErvpUaBqfHe16J1jmEiIgoUqSBdjnjK/wZX5ttweMbqoC8GlK36ekNlfJ9a8tbcNXcoqDXJVKyNGPwVI7FoEGnwwMA6HS4e5Wfkp+KC2eEz3JMRETRE2pcZ1dNO6bmp8ahNkQ0UiwszcDlswvx0tYaPLW+EpUtdty+dDRGpZviXbWEM5KyOM8otGLDPUtR3WaHQatGjsUQ7yoRKZqUzC9Z2g9p2EypsUQMfCWihKCWG1OFtqYJKNRf8gdv7kZuqgFPXjlr0Nulj0TS95FBgCQNVApC32WqWrth1muQaR7eseX2ZeYz6TUoTjeiMiCbizZKQUuB33ERydNRJ1IiaUVlvJMzGbXerFFv76rvcb8ar1w3P+g+bcDiAKm9/J9zJ2NeSTrSTboY1Day8lKDB/56BtoozVeHvIsotPH+UhEREfVDOlNJA+3+DDwqLBmTgf0Nnf6yAae1dJMu5Pm6zbcYmKdASgZT81PxsxXjUdHSjdZuF5aNy8ZDXxxGVasdvmEEPHf1HEzMs8S3okREBMC7GPiquUU40mSDRqXCmqPNMdlNjKLHv60xO5eU2JaWZeGlrTUAgE8OHMfoTBNuWTIaALC1qg33vrUbTo+AecXp+J/zpsi7a4wkbo+ATw80Ahg5c8AqlYoB0EQRlizNh7QDpd3tiXNNhoaBr0SUEOT02bzwj5jAP+Xy8dn47GAj3IKImjY7dtV24ORxWfGrnEL4BzJopJM6fO4QbdSja8rx7IZKuAURWSl6rLp54aAyNfbMsCple9Sq1fjPt+fgsTXHcLSpCyeMyYxa0FLgywoiJ4aJ4knqC8V7W1KjLnjAU6dR4aIZBTiprHf/Qaqr2yPK7UdZdooig14B4IQxmfjnJdPx1eEmvLS1JuRiIiXJtuiBBnCCjYiIEp50WSRl3pH6RWoVkB5mgeGtS0bjvrf3AABSDVqkmbSoarXL11bM+ErJQKVS4fzpBUH3zS9JR1WbHQ6XB2kmHSeyiYgSzN3LygAAv3x/H4DY7CZG0SP1UTlhRIluYWkGnvnWbNzy0nbY3QKcHn/b8+Dnh9Fm9+4W8PWRZuyua8ecUelxqml8bK9uwy0v75BvT2EmbqLkEIP5j3a7Cw99cQRu3y57ydIlkOIUtle3Y+yPV+GBC6bipLHKiSVi4CsRJQR/4GucK5JEAv+UPzl9PL530hj8+J292NfQyQDjAZMyvsa5GhR3ajnja/Cx8+7uOjy5rkK+3dTlhMMtwKzXDOh127pduOrZzVg2Lhv3njoOQGDgqwopei1+cEpZJH6FsAIngr3bM/BLTxQvbl9m6XgHvi4oyQi6Pb3Aih8uHxeyrFbtDZL1iKLcl4t3/YdDrVJhQWkG9Bq1nB1Byey+L9XsorQ414SIiCg8aaBdFIHXttdga1UbAO+5Od0UPIwd2NM4ZXw2vrpzCY40dqEo3YTbX/FOYkrBJUrulxCFY9RpMC47Jd7VICKifkhJFRj4mhzYsyQlmJKfiktmFeK5TVXyltyAf1cMSbhdDpPVy1tr5PZ40egMTC+0xrlGRKQUj39zDKt21/dfUGGmF/gXAAgi8NKWaga+EhENlhRz1TOojIYu8EJG7du+wOTL3sbA14GRvo7MDkOBg5PHmm1Ytacehxtt+Oqwd/voFL0GXU5v+n+XRwDQd+BrW7cLGrUKRq0ab+6sQ0OnEy9vqwkZ+Borqh4ZX4kofvyZzeJ77hmVbsR5U/OwpaoNZr0Gl80u7LOsFExic/q3QUmG+BI565xC+02t3S7srGnHpopWAL2z+BIRESUaqfuws7Yd/91SLd9v1GowvyQDE3JSUN1mh06jxryS9KDnmnQaTC3wTlhK/ShmfCUiIqJEII2bcNxV2eQdAtm1JIWQxmcDd4HquShQVPxeV4Pn9GVqvGB6Pn5y+vg414aIlETKmC2ZnJccGaPzrUasu3spHl1Tjmc2VMLlUda5gYGvRJQQpKCyEbiwLGoCYzSkC3HpgoYriwfG7vL0X4hGBI0vVsgjirj91Z2o73AEPf7oZTNw7fNbIYiAK8zx9ejqo3hyfSUAb2BraWbvbQil7RG0mhgGvqJnxlciiiW7ywO9Vg21SiWfo+MdOKpSqfCLMycOqGymWYd0sw6tNm/GAINWjXSTLprViwk561yc6zEUdpcHlzy5MWggJhk+EyIiSm7S2EW77/yVbtLhlPFZOGdKHrJT9Hj+mrmDeh13gvSriIiIaGTjvExykD49FXO+kkKoA3bUEEQRzTaXL3GL30icDpKuE6cXWOXxXyKigZDm0G9YVIILpucjx2KIc40iR6NWKTYDNgNfiSghKD2jViIK/Ev2DHx1c4AlrFabC/e8uQs7azsAcJKMAo4djygHvY7PScH8knQsH5+NyXmp0GnUcLgFOXA1lK3V7fLPbkHE4UZbrzLxyPga+Fb7Gzoxk9thE8XMC5ur8LcvjgDwBrxLA5KxbAOGy6jT4IsfLsOGAw1o7HSiLNsMi0H5l5rSJ6DEblOTzSkHveZa9DhjUq5iBy2IiGjkUPXYBrjAasBPTp8w6NeRM776MlT0zGpEREREFEtS4hc357+UjRlfSWGkyyBBFPGDN3dj9ZHmXmVGYrMkXW/yOpGIhspq1CLfaox3NSIu8LyhJMqfjSSipKBWccVrpAUGEUsrUHW+tJXVbXYcbbJhdKaJq9lC2FLdJge9AsDKaflxrA0lAmlwsisgC/CTV86CUaeRb2vVKjiAsOn/pTZu9qg0bK1qC3qsvsOBvFRDQOBr7LakDrzAv/HF7fjwtkXINOtj9v5EI1GH3Y1Nla14b0+DvFjF2354b6UalZWdM92sx/zSDLjdyZO/X+4iKewif3NlK55cVwEASDNqseqWRXGuERER0cBIp15/BvyhjVdIlzdScMlQX4eIiIgoEpjxNTmMxC3hSdmk+d9dtR3YXeef88y16KHTqFHdZscdr+1EcboR1y0swXkjZC6Uga9EySkWZ2lRXgSTpO2HtEu3wro8sYuoICIKQ632b7dAkREq4+vYrBQAwOPfHMNlT2/C/31zLPYVUwApY2eqUYvPvncCvj2/OM41oniT2qguhzd7ngrerbwDSYHlLqHvoC/pgrrncwHg3MfXY199R1wyvuo0atx/6jj59u2v7IzZexONVH/85CDue3sP9jd0AgDuXV6GmxeX4ubFpbj9xNH4zgKee+JNjnuNay0Gp7bdjtte3oENFa0AgAyzsgKoiYhoZJMDX4cZsCpnjvVd23M+k4iIiOJJCq7q9I0tExHFgnQdFBj0+q8rZuKtmxYGBX1Wttrx/OaqWFcvbqTrTQa+EiWHWAahSgGhydp6qBWaDIYZX4koIUghYEpbPZDIAs9H0jlqxaQcvLenHu12F5weEYcbu+JSt0QnBR7OKk5HhlmfVNnraGi0PQYnjTp1r460TuO9HS7jq/Td0vuCZA1aNRwB368bX9yONKO3e6bVxLbbfMmsQuysbcd7exrQ2OWM6XsTjUR1HQ4AwKh0I8ZmpWDltPygLNKUAFTKWph1uLELVz27WQ7UPaksC7cvHR3PKhEREQ1Kz92ANENM2SAN1G+tbve9TrJOSRAREZESSH2R17bXIkWvxR1LRydvprAkJo238JMjpeh5HXT3srGYWZQGAKho6Q56bCRlpGbGVyIaOm/7kaythzQup7TIGGZ8JaKEIF3kf3LgOMqbbXGuTXIQAqI0pL/vxFwL3r91EX502ngAgNOjtNNWbLh9gYu6oc6yUdLR+I6hdrs38NUUIjhN57tIdoc5rjw9Al97crgFOXA2lhlfJdcvLAEAuMNkrSWiyHD52oofnjIOD14wlUGvCUhpGV+/+8oOeRHZsnFZePCCqXK2fyIiIkXwnXybbS7vzSEGhJRmmINuW43MgE5ERETxM78kXf752Y2VeH1HbfwqQ4PidAtwuAUIopj82xtT0jmpLEv+eVaRFVfNHdVnWaUs/I8EOfCVxzIRDZK8CCZJmw/p1xIUdlJgxlciSgjpJn9zdOlTm/DMt2ZjSn5qHGuUXHqee6Vt1p3MZBqSFPQXj8BDSkxq33fh6yPNABAyQE3rC2YNl/FVuqA2aIODZEsyTPIK25Zu7ySvVh37wGspy6w7zO9ARJEhLT6JdXZnGjhp8EJUwEW+3eWRg4TOnZqHu04aG+caERERDZ7VEDxUbR7iwqAfnz4eF8zIx5ojzTDqNDhnal4kqkdEREQ0JAtLM/Da9fNx8ZMbAQBHGpn8RQn++MlBvLbdG6RcaDXgDt9YC0fySCnG51iw4Z6lqOtwICdFH+/qJIxWeQ6ORzMRDY5/qig52w//nFh86zFYDHwlooSwbFw2zpiUgw/3HQcAPLqmHP+4eHqca6VsgSeknqtOpEymmyrb8LcvjuCU8Vny9hbk346eGV9JkmUOzhBUYDX0KqPzBa+5wmRL9YjB3y0pvtSk08Bq1MoZZYH4XHRLwbbuEbStDVG8SEHyfWWApvhTK2jw4sDxLgDexU2/OGMCs48QEZEinTctHwBQ3myDWxBx0cyCIb2ORq3CtAIrphVYI1k9IiIioiEryTDhlhNK8X/fHAs7fkyJY40vCQYA1LQ7cKTRO/bCIRdSEpVKhQKrsd9yI2VG6OvDTahstQMAOCxPRIOV7Blf1b5fjIGvRERDoNeq8duzJ8EjiPjkQCM6AoK/aHBEUcS26nZU+rJHAr23XjHp/L355zdX4ZujzXj5unkxq2OiaLE58eLWGnQ7PZiUZ8HZU/Lg8gj4eL83AJtZ+Ehy+Zwi5FgMOHC8E3mpBpw6IadXGZ0vaNQZIlvq/oZObKpolbO6SlmXJRq1Cv93+Uw8/s0xfHGwEZPzU0MG10abFGzrFkSIosjAKaIIE0UR7+yuR3WbHc02JwB/0DwlIN9Hk8hrAV7fUYsnvjmGxi7v9ynLrGPbTUREimXWa3D5nKJ4V4OIiIgoKnQD2DGMEkfPbX5DjfsTkXJsqmjFPW/ulm9zoSRRcolFsKa0O2CyJoyWppb2N3TiWLMNpZnm+FZogBj4SkQJQ6VS4YIZBfjkQCMcbq54HarPDjbiR+/slW9r1Kpe+cpmFaXh9Ik5+PpwE+xuAW12V2wrmQDcgogrntksbwsMAA99fhhtAUHXpiFuq0jJx+TbHvMc9L1FphS89uBnh/APrRqXzS7CRTO8GYrueWMXGjqdclmDNvi7pVYB47JT8OeVU6JQ+4ELzDL7vdd24h8XT2cAFVEE7anvxG8/PBB0X6qBl2SJSmr9Enla48Ut1XLQKwB8e35xHGtDRERERERERH2RdwzzcP5LiZ7dWAmgd6IZomQgKi293xA84zuGAeB/L5oGC8fliZJCLM/KUlOZrD2BFL2/XbzkqU147ttzMDHXEscaDQxbcyJKKEZfFsRDjV14eWsNVkzMQXqPLcYpvPoOBwAg06zDpDwLlozJgqbHshOjToM/nDsZB4934qpntwz6PXbXdeDhr49iR3UbTDoNfnfOJCwanRmR+sdKu90VFPQKICjotTjDhG8vLo11tUjBslL0ACBvk/LfzVVy4KsUlJRj0WNucTom5qYEPTdROsiBWY7XH2vFgoe+xqRcC+4+ZSzmjEqPX8WIFK66rRs/X7Uf43K8qyMzTDqcMTkXY7LMilkxORJJ8xiiKOJokw0FVgOMCbYoxulbLHbXyWNx+exCOXsMERERERERESUWrW/HMHciby1Dsr4+pdGZppjWg4giQxpHvWb+KJwwRllz2kSUGOS+QZIugplakIqLZhfh9a3VAIA/fXIIT141K76VGgAGvhJRQkk1+pulBz47hBe3VOH1GxbEsUbKI42ZLBqdgV+fNSlsWbXvpOwZ5EDLmztqsamiFQDg9Ljx5aEmxQS+djndeH9PAx5bUw4AMOs0+PVZE/HR/uNwCyLOn5aPeSXpSDFqkZGRgpaWrvhWmBTj/tPG44Qxmdhe3YZVexrkLavcgigfly9cMxfpJh0+P9gY9NzRCRL4ZtRqkGbUBgWB72voxC0v7cDGH5wUx5oRKdv/fHwQO2vbsbO2HQBQmGbED04pi3OtqD9SzvxmmwuXPb0JZdlmvPideXGulddbO2vx3p4GVLd5F1vMK05j0CsRERERERFRApMyvn56oBE/fXcvfn/u5DjXiMKRsrr94+Jp+N5ruwAAS8Zk4hdnTIxjrYiiYySE4wu+g3pqfmqca0JESiVlx07OsFdv7NCDl81Et8OF9/c0YGdtO9q6XUgzJXaiQga+ElFCGZNpxp0njcHH+49jb32nnL2UBk4+4Q5gpYmUCXagca/bqtrw7u56OXBH0tLt6uMZ8dfW7cKT6ytQ02ZHdooeVpMOT66rkB8vzTRh2fhsLBufHcdaUjLITtHjwhkFmJhrwao9DfLK/cCtq/S+oKS8VIN835hMM366YkJsK9sHjVqFF78zF0ebbShON+HNnXX4t+94aex0INti6OcViChQQ4cDz22qwvpjrUH398zETokpw6yDWuXvJx1utEEQRXnhUDw98NlhONz+80tRGrONEBERERERESWysmz/LmAf7T+ONJMO9506Lo41onCkabNMsx7r71mKhg4H8lINA5p7I1IacQREvkpTdYkwtktEyuL2CNhd1wGbywMgeQNfAW+M0Q2LS/H+ngYAwGmPrMV3TxyNb88vhjZB5zYZ+EpECUWlUuHb84uxYlIuzn18/YADMslP+psNJOeXdHIaaMbXW17eHvSZTM1Pxe66Dnx6oBGXPrURy8dn47YTxwyyxtH1o3f3ytlpAaA43Sj//J0FxbhqblEcakXJTDqu3IIIh1vAweP+rMF6rffInJxnwVNXzUJTlxNzi9MTKggu22KQA1xvOaFUDnzlFlxEg/fq9hr8d0t1r/stBk0cakODlZWix1NXzcbe+g788ZNDAACHW4BJF9/Pz+0R5KDXe5eX4dQJOUG7JhARERERERFR4plRaMV7tyzE2f+3HgCwo6a9n2dQPPmTzHgD5fKtxn6eQaRcI2H2R8r4qk6g+TgiipxotmN//eIIXt5WI99O9vj5sVlmnDI+W97B9pHV5TjSZMNvzw6/23S8cC9EIkpIUp9THAlLzCJM7rgP4IwrlfEM8O/cM+6tOMOfXay8uRvPbqwaYC1jo77DERT0CgDdLm+gyHULi3HH0jHINOvjUDNKZlrfllVuj4CbXtyGG/67DYC3XZOCYlUqFaYVWHHyuGxYDIkbrKRSqWDwBesy7pVo8Fp9GdFnFVmhVatwUlkWrphThO8tHRvnmtFATclPxYUzCuTbdt+K3lhq7XbhmQ2VuPb5rfjuKzuwu65DfuzCGQXISmFfhoiIiIiIiEgJciwG/OuKmQAAm9Md59rQQKiSOq8bjVTnT8sHAIzJMnvvGAHz8dL8uSbZI9aIRphYHNL7GjqD3zPJ+wYqlQp/XjkFz109R76vIYF36k7cSAsiGtGkrUIYaDV40rXJQE7ymoDMlBKPIEIEglKV76nrwPpjLb2ePy0/FYtHZ2BHTTte214rXzTEW6vNhWue34Ladv8JuCTDhIqWbvl3Te7uCMWTVu0NFHV5ROyr93aEDVo1ThmfHc9qDZm8EGFErPkliozdte3YWt2O/Q3ejM/LxmXjiStmxbdSNGRq3yIAh1uA3ZdpNZZe2lKNf/mybwPARt+iHo0KCbu1DBERERERERGFZtZ7d5LpcsZ+cS0NnDzdxaEXSkI/WTEe35o3Ch0Ot5y8JVnZnB6c/I818m3GvRLRYAXu4piVoseMImscaxM7E/Ms+PrOJVh/rBXTC1PjXZ0+MfCViBKSP9DKm/VVxV7ogA0m46sU+CoIIn71/j58cqARDreAVIMWj18xE+OyUwAAd7+xC802V6/nq9UqnD0lDwtK0vHa9tqEWRC4t6EjKOj1mvmjcKChCxUt3XB5vAEr/E5RtEhBSLaArICf3n6CnDlVaaRVa4lyfBMpwfff2C1newWA1ATO7EwDY5QCX12xCXwVRRFVrXZkmHU41tIdssy4HAv7M0REREREREQKw8DX6DnQ0Im3d9VhXnE6lg0zEQXjXimZqVUqjMkyY3dtO4DobhEeb1ur2oJuj840x6kmRKRU0hz5L8+cgHOn5se3MjFm1Glw8riseFcjLM7AElFCUgdcSorgheVgDCrja0CA8ao9DfL9HQ43dtW0Y1x2CjyCKAe9XjgjH2/sqOv1fCnoIlEujDy+rK55qQa8eeMCaNUq3PX6TgD+7LZMkEbRotMEf7kKrAbFBr0C/raEga9EAyOKohz0euLYTGSadVg2PrEvCql/Ujv+0tZqfHagEUvLMjEhx4LzpuXLE1aR0mxz4lvPbkFjlzPo/jMm5aCipRtt3S5cPqcIF88sjOj7EhEREREREVH0pei80/MOt4DPDhzHiil5ca5R8vjPpip8sLcBb+yoxZffWwKtZujj8qJvQJxrjimpqZI/8cnxTn+ipE9vXwyrURfH2hCREklt5EASz1HsMfCViBJS4Dnj0dXlOG1iDibmWuJXIQUob7bhgU8P4XCTDcDATrzSluwStQqYMyoNmyrb5CBWR8CWvvcsK8ORRhu217QjRa/BjKI0AMGf12Ay9HY63Fhb3oJx2SkYkxWZFXaCKMLl8dY+x6KXs29qfHWSAl+ZIY2iJTtFj6VjM7Glqg3XLSzBOVOVPXApHSpCMo98EEXIoeNd8uILAPj1WRM5kJYkjDpvcOtr22sBAG/vqgdQDxHAFXOKBv16de12WAxaWEJkA/7+67t6Bb0CwJVzR2FqfuJuJ0NERERERERE/UsJ2C73/nf24ncfHcTq+5fHsUbJ44aFJfhgbwOcHhFuQYQ2AmuVVUzNQyNAss7+lDfZ8PuPDwIAFpSkc6yeKIlFcxpbTNpWMjkw8JWIElJg0ObTGyq9/66ahakF1jjWKrF9vO84NlS0yreL0oz9PifVqMVFMwqwqbIVBq0a50zJk7d88Ae++rfb0WvVeOyyGeh2CbAYNHLw6FAz9D6yuhyvbKsBAHz5vSXDzphW1dqN617YJmfaC/weaXwBsB5mfKUoU6lUeOjCafGuRsRIA3vs0hOF53QLuPLZzUH39VxgQsqVZtQB6O51f7Otd4BqOP/ZWIl/r6tAl9ODVIMWb9+0ABaDFtur2/D6jlp8eahJ3uqwMM2IqfmpyDTrcMfSMXLwLREREREREREpl06jxp0njcHfvzoKwLsD35aKFszKS4lzzZQvz2qI2GtJ4+GcSqJkluzf78NNXfLPK6eNrO3JiShyBrPjMsUeA1+JKCGFOmlUt9kZ+BqGS/BmZl02LgvfWVCMKQPMCPbj08cH3d5W7Q18lc7gdl/GV4NWDbVKBbVGhdSe28MEfF6COPCg0sDtJRo6HXC6Bexv6MSc4jQUpZkG9iIBdtd2yEGvgD/YtefP3iqzZ0I0EPKhw8jXpLe/vhNfH2lCVWs3Jual4sohZLEcyToc7qDbGhWg0/Bckyx+cMpYvLO7Hm3dblwyqwDfHG3GsxurUN1qx60vb4fN6cE9y8owa1Rar+e22lx4dmMlGruceH9vg3x/h8ONYy3daO5y4p43dwc9J9Osw2vXzRvWlnxERERERERElJi+Pb8YF84owCkPfwMAQTsI0dAFjsQN908qMvKVRgBpPl5M0h3/pHZgbnEazpicG9/KEJFi+bsE7BQkIga+ElFC0oeY5Je2r6fQPN74VBSmGTFtGAHCUhZX6WLA7vK+sFHbd+BF0CleHHjOV1VAhPOlT22Sfy7NMOHV6+cP6DUCCT0i8wLjjTQ9oqm5IodocHoeX5RcXt9Ri//xbfkDAKv2NODU8dnITY1cloRk1+3yZ0g/dUI25pekQ8egxaQxtcAatABrky/L/ueHGuU+6k0vbcdtS0bj+kUlAIBtVW3436+OYFdtR5+ve+3zW4NunzEpB/NL0rFyWn5QP4mIiIiIiIiIkovFoMX0glTsrO2AkKRBZ/E03G2JpedzdIaSWbJ/v6WA3mT/PYkouqQeBXcUTkwMfCWihKTXqvHPS6ZjT10HXttei7oOB1xSZCeFJA2MqIcZJNEzuaPd7Q3kCbe9buB7DmYoQehjyW1DQCbYweg5NnTGJP/qvZ4ZX4f7dyIaKaRjhWOvye2dXXW97ut0upELBr72RxBF/HzVPuyqbQcAZJh0+ON5U+JcK4o2g29BUM+FWY+tKcd3FhRDo1bhlW01vYJer543CqdOyMajq8uxwRc8K73eb86ehOXjs6NedyIiIiIiIiJKDD0TkdDwBC4iHup4tlsQoVEFbmvMuSRKXlL2wmRtgngcE1EkJGtW7GTBwFciSlgLSjOwoDQDe+s7UdfhgJtX/mH5A1+H9zpS39/u8uDBzw9jX703YMMQLuNrwHsO5mPquYr5jEk5+HDf8SF/1tLr6TUqvHTtPIxKN8mP9cwinGHWDek9iEYa/1Y38a0HRZbDLWBzZStcHgFGnUbOVvrT08fjibXH0NDphMPde8FJW7cL5c026LVqTMy1cBEBgG3Vbfho/3H5dkmGKUxpShbjclKCbo/JMuNokw0igEdWl2N7dRu213iDoecWp+FXZ05EvtUol89M0cs/LxmTiYcunMrjiYiIiIiIiGiEUSf5NuOxNtz5se3VbbjztV2wBezsxNEaGikaOhzIStH3SiSkZNJOhkn0KxFRn6LXl2IQfWJj4CsRJTytrzfqYuBrSOVNNuyqa4dHiGzG17XlLdgYkImsMM0YsjwQHPg6mAEa6SPVa1S46+SxWD7BG/jq8ogQRXHQnQfp9RaUZgQFvQLAhTPyUd/hgFsUMSEnBWdNzg3xCkTUl+FuDUWJ5d/rjuGp9ZW97i9MM8oZvt/aWYcDDZ1YUJqBF7dUo8Puxju76+WyeakGvHnjAvk8PVJVtnTLP//zkumYkp8ax9pQrJw4Ngtv3jgfHXY3CqxGWI1aLHjoawDAsxuDj63vLR0TFPQKAFfPHQVRFDEuOwWXzCpk0CsRERERERHRCCTNgXgY+BoRgaMrPROvDMSWqragoFcgeP6LKOn4vt/HO5045/H1WDw6A3+/eHp86xRBDFYjSn6qGCxRkXoUbEkSEwNfiSjh6TTeU8grW6uxv6ET3z95LNJNzNYpufTpTUG31cMMQJI6/zan9+J+TJYZNy8uxYLS9L6fE3CaDzWUUNXaDbcgYnSmOeh+aeDhJ6dPwDlT89Bud8mPeQQRWs3gfhcp6DbUs6YWWPGPS5LnYo0oVqRgLI69JgdRFGF3C9jZY/t1SaZZj1SD9xLhte21AIDRmSaUN3f3Klvf4cD++g5MLbBCEEWsLW9BW7cLeakGTC+wQh8mU3gyaerynrvOmZKLBaUZca4NxVJRmglI898uzTDhmC8QOkWvwf2njcPUfGvILMAT8yz43TmTY1VVIiIiIiIiIkpA0hQI875ESEBw21DGs3sGy6pVgMXAcApKXj3nU9eWt8SlHtESqd1SiWiEY1uS0NhTI6KEJ2UarWy1o7LVjrmj0nDetPw41yq+RFGEWxCh0/QOKpqYaxnWa0vna7dvpCU/1YDTJuaEf05Qxtfgxw4e78RVz24BADx22QzMLU5HY5cTL2yqki+gpOdr1f7f57XttZiSn4rphdYB193je29mTSOKHOlwYuBrcrj3rT348nCTfPvRS2egsrUbTV1OlGaaMS4nBXcvG4t3dtdjY0UratrsqG6zy+XHZplx5uRcPLK6HADwn01V+ON5U7C2vAXff31X0Ht9+b0lMOs1Mfm9YqmmzY51x1rw0b4G7KvvlO/PSzXEsVaUCB67bAYqWrtRaDX2yvBKRERERERERNSTlIjk2W/KsahoOjOJDVPg328ow9mC4P3/nCm5GJ9jwaQ8CxPxUFIbbAIipRE4b0xEw+ARRBw63oUmmy95G9uShMTAVyJKeNcvKsXMojQ8urocu+s64PII/T5HFEW8vLUG1W12WI1anD0lTw6gVSKnW8De+g6UZppx04vb5Mx7l80qDCr3zk0Lhh1oIZ2vjzR1AcCAtrAOHkwIHk442mSTf77r9V146qpZ+NsXR7CholW+P9PsHTjQBVxg/eXzw9CogPdvXYQMs35AdZcyvg436y0R+UlHU89jmxJDs82JN3bUYmZhGkZnmmAxaGHU9R1s+vURf9Dr2CwzphakYl5JelCZmUVpmFmUhl+8tw81bXa4fKsKrl1QjNuXjgEAbK5sxfpjrdhb34m/f3kEL2+r6f1eh5twxuTcCPyWiaGu3Y6Hvz6KD/cdD/n45LzUGNeIEk22xYBsCwOgiYiIiIiIiGhgTL5xvE3HWrD4wa/w5o3Dn+MZydTDjHx1++aYUvRafGveqMhUiiiBjc404/zp+XhrZx0A/3xtsmjsdALg9uRENDS//+gA3tldL99mW5KYYh74unnzZlx11VW97n/22WexcOHCWFeHiBRAq1ZhYWkGXt9ei911HQPa8mV/Qyf+8vlh+fYbO2qx6pZFUaxldD3w2SG86bvoCLS2vBljs8w40mTDH86dHJEBESmgRwp0CpVVtidVmO1jul0e+WeHW8BvPzyABt+FRrpJhx+cUob5Jd6tobVqFUalG1HV6s0u6BGB1m73gANf/Sv3BlSciAZAOr653VZiem17LR7/5liv+yfnWfC/F00Laj8rW7rlz/Gj2/pfVKDp0ZgG3l4xKRfrj3kzwv5nU5V8/+WzC/HGjlo4PSK6nO6h/EoJ68N9x4OCXvNSDUjRa/CDU8qQl2pAaaY5jrUjIiIiIiIiIiKlueWEUnQ43Nha1QaPCGypasPZUxj4OlSBc1XCICNf69rtWOfbpZDJVWikUKtU+NmKCbhiThGufGZz0uz819jpwI0vbpd3s9MOYK6biKin8mZb0G32DhJTzANf9+/fj5KSErzwwgtB96elpcW6KkSkMNJ15kCCrzodnqDbUqClUvUMes0069Bsc0EQ/Rla002Rb9In51lwwYz8fssFjgFIF0UHj3fi6fWV+Gh/cGa8vQHbQr987dygwCuVSoXnvj0HRxptuO2VHXC4BXgGEW0nZXxVsdtBFDHS8Z0k4x1JZ+W0/JCBr3vrO7Hi0XVYOS0Pt504BhsrWvCL9/bLj5vCZIWVhAt8zeuR1XJ8TgrKslNw6axCNHW58MmB4/ifTw7hSJMNggicOzUPU/L7zojqFkQcaOjEuOwU6LWJOQhlC1jIcc8pZbhyTlEca0NEREREREREREo3IdeCJ781G1f/Zwt217QPaj6EwhtMAN97e+rxy/f9Y6fGBB2fJIoW/85/yWHN0WY56LUkw4RLZhbEuUZEFG3RCNwP7Jal6DUYn5sS+TehYYt54OuBAwcwbtw45OTkxPqtiUjhpJWa4gDOWtLgQFaKHk1dygt6fX1HLdaVt8DpFjAxNwUpeg26nN6Am9MmZGPJ2Ez8+oMDEERRPuFGOtjTatTi2avnDKhs4DsLvs/nj58cwo6advn+s6fk4r09DfLtFL0G6abeW2ak6LWYXmhFmlGLhk7noAZ6mPGVKPLkAY9kWeqbZPJSDfjXFTOxubINj64p7/X427vqYdZrcbixS77v+kUlMA4g8HVKfqq8xREAjMv2X9DNL03HQxdMxb6GTuRZDFg53b9IwqTzDwy/tLUGAPDKNu//Zp0GV8wtwm1LRgPwfq8aOp144NND+PJwE04cm4m/XjhtYL98jLncAgDgW3NHMeiViIiIiIiIiIgiJt9qxO6adnl+hYZOBW/w3mD+kgcauoJuX8wgORphpCRLyTIPJM0t51r0eO36+XGuDRFFkyqKcSFSi/ibsydi+fgcGLgwJiHFJePr3LlzY/22RJQE5IyvAyjr9nVoNQoMgGy2OfE/Hx+Ub6852ozSDBO6nN24d/k4XDa7EHvqOgD4Aj2lwNcI/a4XzSjA6ztq5aCkAQl4c6kD0OHwbnE9IScF9y4fhxlFVph0Ghxu7IIgAr88c2LQtjM9qX2PuQdxkSUNCkWzg0M04siLDuJcD+rTzKI0zCxKCwp8ldpyAHhxS7V8/21LRuP6RSUDet2LZhTgpLGZ6HR6YNJpkJfqz/KqVqmwtCwLS8uyej3v8jlF2FTZitp2BwDvQop2u/ecYHN58MHeBvkc88v39+P9vf5FEauPNA/sl44Dp8fbA9FreZIhIiIiIiIiIqLIkXZaYsbX4ZP+gmc9tg6ZZh2evGoWitJMA35+YZoR+VZjdCpHlKCSbSdNqR0ItwsdEVF/pMUAVoOOQa8JLOaBrwcPHkRGRgYuuugi1NfXY8KECbj77rsxY8aMYb2ull+yiNBo1EH/U2IbaZ+XdOGvUvV/zIu+/nngdskajSpsoGW0DeTzarE5ccaj6wAABq0aWrUKXU4PjrV0AwAK0gzQatXQ+X4vURQh+rrvOq06Im3hT8+cgOsWl2BU+sAHAtQBEXEajQparVruCNx72njMK0kHAPzszIkDfk2tFLXc4/MWRRF3vbYTtW0O/GB5GRaNyZQfkz5frWb4f4uRdnwpHT+v6JEORbXv2I7Iaybx5xXPPmmmWYdmmwtZKTr8/KyJuOGEEtzw/DbUdTjkMhajdlB1zB/EuUAytdCK925bDKdbgM537u1yuLG5shV3vbYLNqdHrsPO2vZez9dq1VH5jnx9uAlrjjTDqFXjsjlFKEwb+AC2yyPI2WuNOg2vPXpI5mM6GfHzUhZ+XsrCz0tZkv3zYn8lMpL9e5Js+HkpCz8vZeHnpSz8vJRFo1HL81+HmmzodHlC7panRPHukzbbXPjvlmr86PQJYcupfNXMsejxyGUz4l7vnnhMK4sSPy+tL9mDiPgft5EgzRdr1P3Paynx8xrJ+HkpSyw+L7WvD6UewPE+WFIEjFYb+ddOREo9viIa+FpVVYVTTz21z8e/+OILdHR0wGaz4Wc/+xk0Gg2ee+45XH311Xj99dcxbty4Ib2vWq1CRkZK/wVpwKzWwQc5UPyMlM/LYPBe6JtM+n6PeZPZG0ijD9jKOT09RT7xxVO4z2t/i13++VsLS/H1weM42NAp3ze2MB0ZGSlI7/YAAESVCiq198STZjVFrC3MyrQMqnzg1hfWNDMyLAa5XulpQ6uXXuv97MwpxqDnt9qc+PqwNyPgQ18cwcdziuXHDEbvd8Rg0EbsbzFSjq9kwc8r8qTOrcVijHh/K9k+r3j3Sf96xWz8Z205rlk8GhkZKcjISMG6n54Gl0fAVU+sQ1VLN06fURiXOmYAcGu9lx5uQZTr4PJlsbj9lDL88/PDKM0yB9UvUt+R7ZWtuPPVnfJtUaPGb86fNuDnf7CrTv65ICuF1x59SLZjOtnx81IWfl7Kws9LWZLx84p3vzQZJeP3JJnx81IWfl7Kws9LWfh5KYfONwb7ytYavLK1Bg9eOhMXzx0V51oNT7z6pL9eORUvb6rE7hrvPKFHpe63Hnq9d27pknnFmFWWE/U6DhWPaWVR0ufV7PbP8ybDtaTRpPf+b9AN+PdR0udF/LyUJpqfl9EXH2I0Dvx4Hyi1L97Fmhq5OBwlUNrxFdHA17y8PLz33nt9Pp6bm4uNGzfCZDJBp/N++aZPn449e/bgP//5D379618P6X0FQUR7u21Iz6VgGo0aVqsJ7e3d8HgGsqE8xdNI+7xcLu82yV1dDrS0dIUt29buDSBVB+wK09LaBXWcM77293nVNnqDXKcXpOJ7J5ZixYQsfHGgEQAwNtuMkhQtWlq60NnpzQDb1OmAzhfM29lp7/fvEgutrTZoXG643N7g3M6OIdbLF0zb1m5DS4t/e+1mm1P++WBDJ15eexSHG7uQadajy+l9T4/LM+y/xUg7vpSOn1f0SIHt7R3dEWtjEunzslpNEVu5Fu8+6YwcMx5YOQUAen1Wj18+U/45XueK7i7vudke0EY7XN52O8fovSxxuQW0tHRF/DuyZn990O26FtuA/g7NXU78/csjeGunP/B12ZiMhDjfJpJEOqapf/y8lIWfl7Lw81KWRPu8kqlfmkwS7XtC4fHzUhZ+XsrCz0tZ+Hkpi0ajxlULS1DV3IUtlW0AgFc3VmD52IyY1yUZ+qQrJ+dg5eQcPLO+An/74gjsDle/Y3nddu+8k3MAZeOBx7SyKPHz6mj3zjuLYvzmDyKpy+bdBc/lcvf7+yjx8xrJ+HkpSyw+L7vdBQDotkf+HC7Fu3QlSBxOtCXa8TXQfmlEA191Oh3KysrClrFarUG31Wo1ysrKUF9f38czBsbtjv8fPZl4PAL/pgoyYj4vXxCr2yP2+/s6fCchTUCGV5dLCLodL+E+rzab98ScYtDC7RZQlmlG2aKSgOeKAEQIHu8fQxCBmjZvIJEwgL9LNKng/YhcLg/cbgGCL4sfxKHVS/qsHK7gv5fTF9wque+tPfLP50/L971n5M4LI+b4ShL8vKLAdyi73JH/2ybj55Vsv08kSTnY3YKIH76xCyeOzUS3y/v30vsuXGra7Gi3uWA1exfJReI7sq++A49+Xe6tgwrwiMBH+47jt2d7+l0Q8+HehqCg13Om5MKkUfNz7kMyHtPJjJ+XsvDzUhZ+XsqSrJ9XMv5O8ZSs35Nkxc9LWfh5KQs/L2Xh56Uci8Zm4d9XzcaqnXX42Xv74EqSzy6ev4O0UaEg9D9H5fHNuYkRnFuKBh7TyqKkz0uqp4j4zjVHitsjzVEP/JhW0udF/LyUJpqfl+iLSRnI+X5AryeK2FjRisI0IwQxsq+tFEo7viKzZGuAvvrqK8yePRuVlZXyfW63G/v27cO4ceNiWRUiUiApZlU6wYTj8Z3gtAGBrv0/K/72N3gzvlr04dclFKebMDHXIt8ek2XGuJz4pleXYoekv7N0TaEaYpZdje95f/j4IGp9GXwDX1cSGMv8lm8r6jgm9iVKOvKxrYRGlBKaxaBFqsF7fvv0QCN+/cEBOHwXTma9Ri538j/WYFNF67Deq67djj9+chDv7anH917bhQ6HN2t8Wbb/XPn0+krYXR7UtNlx1bObMf/BrzD/wa/wgzd3Y82RZoiiCLvLv9ji3Kl5uHp+8bDqRURERERERERE1BedxjsYK81x0dBJ00QD+VNK844xDZwgSiDSXG6yzANJOxlyvpiIBmv9sRbc/upOXPjvjTjS6M1cH89dpal/Ec342p85c+YgIyMD999/P37yk59Ap9Ph8ccfR2trK6699tpYVoWIFEjudA+gbKjAV29vPXFPSjVtdvx3SzUAINWoCVtWr1XjuW/PgUcQoVYNPbg0klQqFSCK2N/Qibd31aG+w7uNhGaIVctK0QPw/l1WPrEBmWYdJuVZcM6UPACAXqPCl3eeCK1ahaue3YyDx/3p5fUR2oqHiBKjfaHkoNOo8fS3ZmNbVRu+ONSIipZudDk9mJqfioUl6Vg2LgtfHGoCAGyubMXpM4uG/F4vbqnBa9tr8dr2Wvm+86bm4YbFJbjgXxsBAB/sbcDTGyrkrLOSrw434avDTbAatWi3ewNmz5+ej5+tmDDk+hAREREREREREfVH2gnPzcDXYfMndOj/bymV4FA4jVTJ9tUXh5mciYhGrpp2h/wz+wfKENPIIIvFgqeffhrZ2dm44YYbcPnll6O1tRXPPfccsrOzY1kVIlKgIWV81Sgn42tgVtNzp+YP6DkatSphOu1SLX62ah8eW3NMvj8v1TCk1/vZGcEBRs02F7452oKfrtoHwPu7S4HN80vS5XJjssy4eFbBkN6TiHqTju1bX96Bzw82xrUupHwlGSasnJ6Phy6chlevn4/3b12Ev1wwFVqNGg+cPxXX+DKqtnW7hvT61W3d+Mtnh/D85qqg+zVqFX5+xgQUpZnw67MmAgCONtuCgl5T9BqcMzVPvi0FvQJcUEFERERERERERNHHwNfI6ZnB8rlNVTjl4TVyAppADJKjkS7Zdv6Tfg01D2kiGiRDiPlAZnxNbDHN+AoAJSUl+Pvf/x7rtyWiJCCdUAZyvS8NCujUyglUkS4mxmSZMaPQGt/KDIF08dDl9G4LfeqEbJxUloUMs35Ir5edose7Ny/Ew18fxY6adtS02YMen1WUJv/8/ZPH4tJZhbAatbAadUP7BYgopDFZZhxp8m7lcN/be3D/qeNwyazCiL7Ha9tr8OHeBpj1WtxzShlKMkwRfX1SjnST9/KksdPZb1mnW8BvPtyPFpsLJ5Zl4UBDJ97dXR+yrEWvkQeuU/TBWdVnFFrxrXmjMLvIigyzHj9bMQEbK1qw5kgzNla0IkWvxTlTcof5mxEREREREREREYUnJfvYW9+JdruL8x3DIM0OSlOK//vlEQDAXz8/jCvneHeaqm7rxk/f3SfPPzFIjkY6MeHTSPXP6Rbw5g7vTnAMZicaOSIVuB+YhG90pgn5ViMm51ki8+IUFTEPfCUiGiqpayptSyKKIt7dXY+aNjusJh3mjkrDhFzvSccdKuNrgvfVpZOoUi+svRcP/j/yjYtLMS47ZVivmZdqwG/PngTAm8X3Pxsr0dDpxPLx2Zhb7A98ValUGJXOQDmiaPjd2ZOwfHyjnG151Z76iAe+Prq6HG2+7JpT81Nx0wmlEX19Uo40k3cw/+P9xzH7Nx/h6vmjcM284pBld9a248N9xwEAGypaQ5bJNOtQmmHCGZP9gatlPc5NE3MtWD7ev/uEVq3C4tGZWDw6czi/ChERERERERER0aAEJn459Z9r8dK1czE2a3jzLCOVP4Nl8ORg4K0Xt9Rgd12HfLsojfNMNDIlU8bXTw4cx7GWbgCAWafppzQRKV2k49ulZvDEsZn464XTIvviFBUMfCUixeiZ8XVfQyd+8+GBgMeBd25aiNxUAzxS4GtAFGmi99Wl+qmgzMjXnoMHmgj3MjRqFa5dWBLR1ySi/mk1aqyYlAu3IOKX7++H0y30/6RB6nZ5M0VPzLVgxaSciL8+KcfMQissBg06HR602Fx4am0F8i0G6DVqzPRlZHULIl7bVoO3dtX1ev750/MxOc+CC6YXyFvD9TQq3YRPb1+Mj3xBs6dN4HeOiIiIiIiIiIjir7XbJf+sUQFt3e441kbpvGOD4eYGbU7v3zc7RY+/XTgNE3IZZEwjk2oAx4tSBLaj18wfFceaEJES9Yx5ocTHwFciUoyeqzPbe1zwCyJwvMsZFPgaGPSS6CcpqX5K3XXhoQum4Y7Xdsq3+wo4IiJlyks1AABcnuG3pS02Jw62OlBk1kCnUsHpe82/XzwNmWb9sF+flKs004yPbluM6nY7Ln1yEzqdHjnb8PicFLxwzVysK2/GXz4/HPL5F07Px9QCa7/vYzXqIp65mIiIiIiIiIiIaDgCE4p8cNtipPt2R6LBUw8gg6WUaOfKOUWYyG2MaQRT6tx0KFKMwNlTcpFvNca5NkSkNFK/IYmaxaTHwFciUoyeGV/dvrPOpFwL2h1u1LTZIfgedIfI+JroBIWfREdlBF88KOhPT0QDILWnR5tt+MGbu1FgNSDHYsC35o0aVFvr9gi45N8b0WzzrrottBrkxwxadWQrTYqk06gxLseCn5w9CV/srUeH3Y2dtR04eLwLVzyzCS02V9jnEhERERERERERKdHyCdlYfjAbc4vTGfQ6TFIgnxAm8lVQeEIaokhJpkNAmm+P9M6kRDQySPueqtmGKAYDX4lIMaRzy976DrTaXHKQq0atkoOupFVc0v/aGAfACKKIbpcHJp2m35OhKIqobLWj0+GGxaCVt49Q6knUpNME3U7Ra/ooSURKpA8ISv3qcJP8s0mnxmWziwb8Ol1Ojxz0CgA17Q4A3q27DAxapAA3n1SGS6fno6rZhvOe2AAAONxokx+/Yk4R6trt+OKQ//uo53eIiIiIiIiIiIgUSqdR408rp8S7GklB5Ztr++JQE07839Uhy8gBcszkQgQg8XdPHYjqtm4AgJrHNdGIIiJC7RcXxSgOA1+JSDGklVnrj7Xi9EfX+u9Xq+Tsoh5RxNeHm/CvdRUAgjO+RrurLogirn1+K/bWd0IFYGlZFh68YGrIsk1dTtz71m7srO2Q77tqrjdwTKkn0QyTDiun5WFjRSsun12EDG5XTpRU+sqk+fevjg4q8DVw3OTS2YV4ZWsNUg1a3LqkNOaLFUgZjNrghRQ3LCrBotIMTCu04kBDZ1Dgq0HH7xAREREREREREdFIZzX4wyAcbiHosa8PN2F6oVVOsKNS6sQcUYQ5PSLmP/gVblpcgptPGB3v6gza14eb8MaOOgDK2hWWiIYjsse6oPz4/xGHga9EpBinjM/G6iPNONpsC7pfo1bJqzE9goj39tTLj+VZ/FtoR3uRms3pwd76Tu97wZsR0eEWem3dLYoirnthK2p9WQ4lFS3eFWhKvcBWqVT4+RkT410NIoqS0ZlmLCxNx/pjrcg061CaacbWqjYYtYMLNPQENMY/WTEB9y0fF+mqUpLR9/iOzR6Vhlmj0gAAU/JT8YszJuCVbTWYkp+K/FRDqJcgIiIiIiIiIiKiEeSksizML0nHxorWXo/d8+buoNsaZU7LEUVMqjE4bOiJtRWKDHw93Ngl/3z6xJw41oSIlErpuzSPRAx8JSLFmF5oxcvXzcOq3fX41Qf75fsvnlGAZzdWAgDsbgGfHGgEACwbl4XL5xTi8bXHAEQwvfkghNoSwu4W5KDXBSXp0KhVWFveIgfm8hRKRIlIq1bh4UtmyLerWrtx4b83wuUZXNsqtYvcPooGyqBVw6RTo9vlzcxQYDUGPX7etHycNy0/HlUjIiIiIiIiIiKiBKTXqvHIpTPQ0OHALS9vR1Wrvc+yfe12RjRSpOi1ePji6bjjtZ3xrkqfXB4B64+1YEtlG7qcHpw1OVdOkCGRMjVeMD0fc4vTY19JIlI8aR6bca/KwcBXIlKcwGCpc6bm4YzJuXh+cxUA4Ml1FfJj507Nhz7gYjXaGV8Har8vKywA/OOS6fjRO3sBAIKvgowFIyIlkLaJcQtCPyWDSXGybOtooDRqFR66YBo2VraiNMOEkgxTvKtERERERERERERECpCbasAbNyxAXbsd5z2xIWSZk8dlxbhWRIlnXkk6Ms06NNtc8a5KSL/76ADe29Mg397X0IlnvjU7qIxHYOIVIhqatm4XHv/mGF7eVgMAUDFdnWIw8JWIFMes18g/p/m2XpA6sFWt3fJjC0rToYrzUgyhR7Ctw+3Bdc9vBeDN7BqYIl3O+MrlI0SkAFrfwoKhZnzlFhE0GPNK0jGvJD3e1SAiIiIiIiIiIiIFyrca8cTlM/H5oUacPSUPuRY9Pt7fiLnFacg06+NdPaK406hVeOZbs3HeExvkxCdDIYoiPIKITocHKQZNxDIqV7YEZ23udnl6lfFw/omIhuizg41y0CsAGHXMBq8UDHwlIsVZWJqBa+YXo8vpxmWzCwEAGl8H1uH2Zh78/sljYdJp4HQPLhPhcITKKCsi+E67Swh4zEvqeksZX9kVJyIlkAY+RHhX0Q50BS0HHoiIiIiIiIiIiIgo1maNSgvaGl2aYyQiLyk501A3URVFEd97bSfWH2sFABSnG/HydfOHFUgrv7avVlfNLcILm6t7VbLV5sJbO+sAMOMr0UgSqelmR0Bc0cUzC3D57KLIvDBFHQNfiUhxDFo1vnfSmKD71L4OrN13QpI60IEnulCBqdHW8z3D9bOFAZQhIkoUOo2/sfriUCNOGZ8NtUolZ3TtK3u11C5y4IGIiIiIiIiIiIiIiCgxDHfWRgTkoFcAqGy1o9PhRrpJN8xX9s8tqeXgXP8k/JeHmvDDt3bLt03M1EhEgyQlqTtjUg5+dNr4ONeGBoOBr0SUFOYXp2NrVZt8uyjd2KtMz+yrkRbq9XsGvgoBty/3rSSVYsOkYLGILUshIooivUYNtcrbrv3onb2YnGfB2CwzNla0wmLQYm5xOo53OjA5LxXXLyqRn+cRpMDYeNWciIiIiIiIiIiIiIiIQopHNql+CD12E5Sq6PII+PG7e+RyZ0zKwUUzCmJePyKKr1e31aAozYSp+RZMLbAO+XX6SuxEiYuBr0SUFG46oRTnTctDebMN6SYdJuZaAASvTItHH13o8aZiwO3vLyvrUdb7P5MgEpES6DRqfH9ZGR76/DAAYG99J/bWdwIAGjqdONJkAwB8cagJDZ0OeXUcM74SEREREREREREREREllkSO9/LPLflu++53uAW4PN5bf1o5BcvHZ8e+ckQUN4IvyMbpEfHAZ4dg0KrxyXcXw6jTDO51pBx1ka4gRR0DX4koaeRbjci39sj0Gucees9YW09Ayldpl3CphvL24NGvFhFRRFw5pwizi6z49nNbw5bbcKxF/tnTY1UuERERERERERERERERJYah5pIKmYQqQomppJfpmY0x8D1PGpsZmTcjIsWwuTxBtx1uAXaXMOjAV1Gev45Y1ShG1PGuABFRNAVlfI3ye4XqzIs97gyIe+3VMZdXkTAYjIgUZFJeKp67eg7Ompzb6zHp4iAw6F+Us1uzrSMiIiIiIiIiIiIiIkoEiTxrI+2yqvXNLUm3A3df5Rw70cgzuygNADAm0yzfJwwhMkj0R9dHoloUQ8z4SkRJTRXLyNcQHG4h6HbolSKqoMd4KiUipZmYZ8Fvzp6E2nY7tlW3y/cbtRrYXB54AtpfD1fMERERERERERERERERJaSQmVvjTE6qog6+HVhXzjsRjTxnTM7F7FFpSDfpsPTvqyGIwcnoBkp6CrOHKg8DX4koqQXHvUa3lx7q1c97YgOK043408opmFxgDZvVVWAWRCJSOHePKwmdRgW4vCtu99V34NVttdhd1wEA0HAEgoiIiIiIiIiIiIiIKDEMc446mjPx0jy/NI8uvVdgZkdmfCUamXJTDQB8bYAoQhhC5KuUPZrNiPIw8JWIRox4LU6rbLXjm6MtvsDXvjMd8mRKRErn6XEhodWo5fv/tbYCXx5ukh9jkD8REREREREREREREVFiieSceqQSU/VKIOWbV5cC3JhrhYg0KsADf9zNUDCAXnmYpZeIklpMT0wB50+rMXhdgRQM5g989derR/+cga9EpFgzCq1Bt90eAYC3DbS5PPL9Fr0GF8wujGndiIiIiIiIiIiIiIiIKLREnKJusTnxnee34miTDYA/wFXO+ModVYnIR4oNsruEXsma+lLZ0o2/fHYIz2+q8r5G1GpH0cKMr0Q0YgxjYceg5aUa0G53y7elgFc5uDXEc0IFxRIRKcn1i0rw5aEm1HU4AADpJh3a7G54RBGir437/TmTcPa0fGRkpKClpSue1SUiIiIiIiIiIiIiIqIEdedru7CvoVO+XZRuAuCdc//Pxkr8/aujAJjxlYj87cClT29CUZoRL107DwZt+Hygd7y6AzXtjoDXYGOiNAx8JaKkp4J31Ve0414Dt2qYkJOCg8f9AV1SUGvIjK/y84mIlC3TrMc7Ny/Ejpp2fHO0GbOKrPjea7sgCICHq26JiIiIiIiIiIiIiIgS0rCnb6KQhSpwN8Fnr54tv0WTzSkHvQJAgdUY8fcmImXRadTodnl3I61us6Ou3Y7STHOf5QVRDAp6Bbg7sxIx8JWIkp5K5etnxzDl6z2nlGHx6Ey8sbMWmyvb5IAvKaN6qBMmM74SUbKYUWjFjEIratrsAACPKELwNYBqLrslIiIiIiIiIiIiIiJKWKIoytuGD+t1hvl8af78X1fMxOS8VOyt7wAAuDz+V77v1HE4bUL2MN+JiJTurpPH4vODjVh9pBmAPzanL6Een5BriULNKJoY+EpEFAVWow5nTM7FrroObK5skwO+QmZ89f0oB8XGtKZERNGj8QW5egRRbuM0bOSIiIiIiIiIiIiIiIgSSiJO30hz7NJ8U886WgwaXDqrMMa1IqJEtHJaPlZOy8cZj65Fs80FT3+RrwGJ8964YT6MWjWyLYYo15IiTR3vChARRZvUAY52vtdQr6/uEdQqyoGvIZ7ve4wJX4koWWjkNlCUA/8jsUKYiIiIiIiIiIiIiIiIomMo8+rDmYtvt7vwxcFG1LXbg+6XErtKSaVUPUJfNZxzIqIepPbiP5sqsb68pc9ygXGx6SYdg14VihlfiSj5qVSAKAYu2IgZ6aQqBXwJPTrngeSMr+ygE1GSkFbgCqK/HeQgBBERERERERERERERUWLpGVQaK58eOI4fvbNXvv3OTQuQbzUCCDG31KOKmlDZpohoRJPahff2NOC9PQ1444b5GJVu6lUuDuFDFAXM+EpESS9mGV9DvEHvwNe+s7qGywZLRKREgUH+Lg+zWhMRERERERERERERESW6SCWUGsjrbK1qC7r91s46AMD26jYc73QCANS+yKYcix7agMn0c6bkRaaiRJQ0yrLNQbcve3oTVu2ul+NxJIG3OX+tXMz4SkRJTzpJ9TyRxYLU7/b40rkKgnR/mIyvcVpNR0QUaYErbV0ebwPIjK9EREREREREREREREQJZpjTN5GaincLIn71/j6s2tMg35dm1AEAMs16vHLdPBzvdGJyngVGnSYyb0pESePB86eistWO3364HztrO+DyiPjVB/vxqw/2Y1S6EXcsHYNTJ+QEPYcxOsrFjK9ElPRidYqS+vKB76cO2Obb+3/vrK4qXxCYGCYbLBGREgUFvvoaQjV7n0RERERERERERERERAkrlumkegbMCiKw/lirfPtvF01DbqpBvj0q3YTZo9IY9EpEIWk1aozJMuO350zCymnBWaGrWu14ZHU5gOB2jrsyKxczvhIRRZHGd4KUAl4FObi174yvPKkSUbIIzG7t9mV8DZXxmoiIiIiIiIiIiIiIiOInXrM3Qq9UsaK8m+oL18zB+BxL7CtFRIpXlGbCz8+YiNuXjsHqw814b289Nle2wen2zln3bntIiZhzi4iSnhRk2mZ3Y/WRJmyvboPN6Yn8G4XI2Cq9d7PNBSB0cKv0I0+sRJRsgjK+eqSM1wx8JSIiIiIiIiIiIiIiSlgRmrceyKv0LCOI/nlzLbcRJKJhyjTrsXJ6Pu46eSwAf/sS2MyFSlxHysCMr0Q0Ytzzxi40dDrl23+7cBqWjM2M6ntqfUFfnx9sxIK/fIlL5xUD6C/jK0+qRJQcNAHNWUu3dwEAs1oTERERERERERERERElluFOUQ81VLZnjK0ocqdUIoo8KQ7HE6KxYlOjXFweQURJTzpJBQa9AsCWqraov/ei0RnINOsAeLMdfrirDkCPjK++n4UQGWOJiJQsVJA/g/uJiIiIiIiIiIiIiIgSVyz3KRV7vJsIUZ4355wSEUWKxteeCELvjK8MslcuBr4SUdLr2R9ePj4bAPDsxkr89YvDqGu3R+R9pPNi4NtNzkvFh7ctxp0njQEAuDwCgPCddKZRJ6JkNb3AivE5KfGuBhEREREREREREREREQVQxSnnoSD2vi0FpHHanIgiRe2LkGzpdqG82SYH2ANgY6NgDHwlohFndKZJ/vmFzdX4+1dHo/6emWY9AMApB776H5N+lLdsiHptiIhiT69R4cmrZsGo08S7KkRERERERERERERERNQHcQgpX8VQTxrIC0lz5Cr/6zDjKxFFmilgjvr+t/cE5ZpmS6NcjK8ioqQnBZ1Kzp9egN+ePQlGrbcJbOt2ReR95H57iA64xtdTd7oFX5HeZaSLAfbfiSgZMZs1ERERERERERERERFRYorXNE7PIFdRBOzu3smkiIiGo8BqxPnT8gEAR5psePybY/JjnMZWLm28K0BEFG3/e9E0PLm+Ah5BxMRcCwrTjChMM0KjVuEn7+6Fu+f+CVGg03jPlNJbaUKcOQV5ywaeVYkoeRSmGVHTZsf0Qmu8q0JERERERERERERERET9iP7see/3koJcN1S0yI8x4ysRRdIPl5fhrV11AIBXttXI97OlUS4GvhJR0ivNNOPXZ03qdb+UhXVLVRu+OdqMxaMzhhV0Kid8DfHY/JJ0LBmbiSabC4Ig4PJZRf4HVVJQrNjn84mIlOrfV8zErtoOzClOi3dViIiIiIiIiIiIiIiIqB8uj4B2uws5FkPU38sf+KoCIKK8uVt+LMeiD/kcIqKhMOo0eP7bc/Ct/2wJup/J6ZSLga9ENGKZdGr557te34UzJ+fit2f3DpCNBKtRh4cvnYGMjBS0tHTB7dueIZAv7pUr14goqWRbDFg2PvoDI0RERERERERERERERDR8pzz8DQDgl2dOwLlT84f8OuEyx5Y32/Dcxiqs2l0PwJ+0SnLN/FEMRiOiiOsZUH/DopI41YQiQd1/ESKi5DR3VDounVUo395d2x6R1x1s/1sqLmd8Zf+diIiIiIiIiIiIiIiIiIhiJNQc9b76zqi93/ObquQtxwHg0lmFSNFrAABLxmTi2/OLo/beRDRypZt0OG9qnny7LDsljrWh4WLGVyIasfRaNe47dRzOmJSDG1/cHnbF2UCI4vBeQQ58HWY9iIiIiIiIiIiIiIiIiIiIhiOaO5XafTukjs404cELpqEkw4Tbl46J2vsREQGASqXCL86ciLuXlaGl24WSDFO8q0TDwMBXIhrxpC0Shhm3OvT39/0viMH1ISIiIiIiIiIiIiIiIiIiijZViPRMg5k+H+xUu5RU6sIZBQw8I6KYSzVqkWpk2KTSqeNdASKieJO68JGKex1q2KrUuVcz7pWIiIiIiIiIiIiIiIiIiBQsXOIpkUmhiIhomBj4SkQjXrz70tL7M+MrERERERERERERERERERHFWqynqKW5cQYtERHRUPEcQkQkCbfkbCBP9/0/1MBV+fnDqgUREREREREREREREREREdHAaULMcYuDmD8f7FS76JsdZ1IoIiIaKm28K0BEFG9SV3ooYa/fHG3G498cQ6ZZh3On5Q/p/XteBLBvT0REREREREREREREREREsaLXqvHrsybim6PNONpkw4HjXVF9P/9uqFF9GyIiSmIMfCUi8vWmh5Lw9Y0dtdhd1wEAaO12Dent1xxtDrpt1mmG9DpERERERERERERERERERERDcfaUPJw9JQ+PrD4akcDXcNPvUjZZNQNfiYhoiNTxrgARUbwNJ+Nrl9Mj/9zp8IQp2bcr5hQBAIxaNa5fWIxLZhUO6XWIiIiIiIiIiIiIiIiIiIgSnShnfGXkKxERDQ0zvhLRiDfUvrQgitjf0Cnftru9ga+Dfbmr543C0rIsjMtOGVpFiIiIiIiIiIiIiIiIiIiIImAo0+fiINNM1XU4ADBbHxERDR0DX4mIfKTtFPry6JpybKlshVsQkZ9qwCcHGoMer/d1zgdLp1Ez6JWIiIiIiIiIiIiIiIiIiBJGP9PnQ3g9EW/urMOfPjkIj5zxNbLvQUREIwcDX4loxBtIX7rD7saT6yrk27tqO3qVEXyd88I0Y4RqRkREREREREREREREREREFEMRikbtmXjqSJMNf/j4YNB9c0alR+S9iIho5GHgKxGNeCpf6Gu4BWsOt0f++co5RXB6BKgA5FgMuGZBMVq7Xahvt8PpETE+h9lbiYiIiIiIiIiIiIiIiIhoZBhIdtgup3fO3WLQ4IZFpbhidiG0GnWUa0ZERMmKga9ERL4Fa+E64y5fOleDVo1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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "calc_xpc = [\n", " \"XPCREDITBN_SJA_P1M1ML12 = PCREDITBN_SJA_P1M1ML12 - ( INFTEFF_NSA + RGDP_SA_P1Q1QL4_20QMM )\"\n", "]\n", "dfa = msp.panel_calculator(dfx, calcs=calc_xpc, cids=cids)\n", "dfx = msm.update_df(dfx, dfa)\n", "\n", "xcatx = [\"XPCREDITBN_SJA_P1M1ML12\"]\n", "\n", "msp.view_timelines(\n", " dfx,\n", " xcats=xcatx,\n", " cids=cids,\n", " ncol=4,\n", " cumsum=False,\n", " start=\"2002-01-01\",\n", " same_y=True,\n", " all_xticks=False,\n", " title=\"Developed markets: excess private bank credit growth\",\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Long-long carry" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A straightforward 'long-long carry' strategy typically entails the allocation of positions with a 10% volatility target in two distinct asset classes. In the subsequent analysis, we compute a basic equity duration metric by combining the returns of two elements: the Equity Index Future Return for a 10% volatility target ['EQXR_VT10'](https://academy.macrosynergy.com/academy/Themes/Generic%20returns/_build/html/notebooks/Equity%20index%20future%20returns.php) and the 5-year Maturity Duration Return for a 10% volatility target [`DU05YXR_VT10`](https://academy.macrosynergy.com/academy/Themes/Generic%20returns/_build/html/notebooks/Equity%20index%20future%20returns.php).\n", "\n", "Similarly, the equity duration carry is defined as the summation of two components: the annualized Nominal Equity Index Carry for a 10% volatility target and the annualized Duration Carry for a 10% volatility target. We define excess carry as carry for a 10% vol position minus 2%, as a minimum requirement for carry with such volatility to look attractive.\n", "\n", "In summary, this method involves allocating positions with a specified volatility target across asset classes and assessing returns, particularly in the context of equity and duration. The \"long-long carry\" approach and the subsequent calculations help evaluate and compare performance within a portfolio while considering risk targets." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "calc_edc = [\n", " \"EQDUCRY_NSA = EQCRY_VT10 + DU05YCRY_VT10\",\n", " \"XEQDUCRY_NSA = EQDUCRY_NSA - 2\",\n", " \"EQDUXR_NSA = EQXR_VT10 + DU05YXR_VT10\",\n", "]\n", "dfa = msp.panel_calculator(dfx, calcs=calc_edc, cids=cids)\n", "dfx = msm.update_df(dfx, dfa)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With the help of `macrosynergy` package, we estimate historic annualized standard deviations of equity duration measure [`historic_vol()`](https://github.com/macrosynergy/macrosynergy/blob/develop/macrosynergy/panel/historic_vol.py). As lookback method here we choose exponential moving average ('xma'). The new category receives postfix `_ASD`. This function takes a few minutes to run, so please be patient here." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "dfa = msp.historic_vol(\n", " dfx, xcat=\"EQDUXR_NSA\", cids=cids, lback_meth=\"xma\", postfix=\"_ASD\"\n", ")\n", "dfx = msm.update_df(dfx, dfa)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here, we simply pivot the dataframe containing the estimated historic annualized standard deviations of equity duration measure to wide format, then we resample the dataframe using business month-end frequency (\"BM\"). For each resampled period, the last value is taken. The resulting resampled DataFrame is reindexed to match the original index of `dft`. Forward-filling missing values in the DataFrame propagates the last valid value forward. Then, the data is shifted by one-time step, effectively moving all values one month forward in time. The dataframe is then transformed back into a long format, and the resampled and shifted category receives the name \"EQDUXR_NSA_ASDML1\", which is then added to the main DataFrame `dfx`" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "dft = dfa.pivot(index=\"real_date\", columns=\"cid\", values=\"value\")\n", "dftx = dft.resample(\"BM\").last().reindex(dft.index).ffill().shift(1)\n", "dfax = dftx.unstack().reset_index().rename({0: \"value\"}, axis=1)\n", "dfax[\"xcat\"] = \"EQDUXR_NSA_ASDML1\"\n", "dfx = msm.update_df(dfx, dfax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The basis for carry calculation is risk-parity equity duration positions that are calibrated in the same as those underlying the target returns, as explained in the post. Both the equity index future and IRS fixed receiver legs are equalized in terms of expected volatility, and the overall position is calibrated to a 10% annualized volatility target. The carry values for both legs of the position are taken from JPMaQS, and the documentation can be found in the indicator's pages. " ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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4PoPdUBtFc30lZo2s4OWY+3Yb14mxL9gR7td+ld3Cwu2hR1RfRFsAABBmft9xMNRFkCQt+ydNkjTjj52hLUg1xlNvABBaxXEAR4YZqrSABQAAAE83fvp7hdbPcwue4qZo6FWoBqwAVH8bLHnX0FrET182oCysARSxLPzvy//eXluwWRMXbdXVH64IbqF8Kn7P0rPz/C7pr+TmVvxlW7LDKEvVk7/f+/KocwCAAxT/Vlr6sv6y4SMwtu8hv1M7kr+R5YoDwz3nVnRAgEi3yNeUw56jwRQe2Zc12kfFdhUQko2gqhH4CgBAmPnot+2hLoKHA5n+f/hH+fFbNwCEB54+BgAAgQj2vcesvPJnaj2YVZydMr+QDIJVyTbAtAqv770zafntynrd4HQvpvmbRFmDNX3uyivrqfu+An17Vm0vehg8FMHc7ueUP3Z1bXgFLwfaHvLJ/ulovqrZvf69l8nLp84BAOGron3aoI8kUMPERhWHb3H7sPoK9rVjg9hon/PMyyq7gUAq6xrW36gjQGUIeuBrWlqannrqKfXt21fdunXTNddco+XLl1vzFy9erEsvvVSdO3fW+eefr6+++irYRQAAoNpoXo8hz6qzPG5wAEBomTeoQ1wMAAAQ5iqps7BmZ7rPeQcyc5XtJzB20/7D1t+5BFJVKbssncG4Z+iZ8NUzM4+tMvRl7e45Vtb9SL8ZX0vZ16GcwIJPg8X97c3MKyj37zRGGYKI3euUU7d6aFjbM9igS6sGPpfNrMADDwAAVJWyDIZu/1BQMEtTc9SpFRXqIqAKBPv0aFDbT7vx2llpI3AEk8f1LZ8JqERBD3y9//77tWrVKr3yyitKTExUu3btdMstt2jz5s1KSkrS7bffrjPPPFMzZ87UFVdcoYceekiLFy8OdjEAAHCsxnVirL9bNYwNYUlQ2f7ed7j0hQAAlab4Zj+hrwAAoOr5ysySlpmnQe8u02Xv/aZCH3eIvtuwz/qbe0hVK8cuWrECd/Lc1/TVK/Xorpah72oG0Nrd4DS8AmcrOpxqmYa09bFoVY865H3IGX4Cb60hf23mmbHQZb2q+Oi3bTwU7WBm+4mO9Kz5WlG+b71uTsmszCIBABAyLpfLdpQBlM5uGHoCBZ3N/drK/CtYI22UhfV7gtfoHEWTKqeRkfAVVS2ojwxs3bpVv/76qz799FOdeuqpkqQnn3xSv/zyi+bMmaOUlBQlJCTovvvukyS1adNGf/31lyZNmqQ+ffoEsygAADhW3ZhIpRyJh1yx7WBIysBQa5WvojeUAADBx0czAADwJ9g3hnxtb2tqpnLyC7U3I1eb9h1W/NF1SyzzP7fAV1StbJvA16C0DJs7gxXdbvEwk77n+bsBaxiGklIytS01S7PX7NaTA+I9Hti2256THirzfn/t6jag7ZhBxIFkfPV6vWZXurod07Bc+0V4iIrwrHe7BxaiI13KKzD8ZvIGACBclLc75yLytUIc1I1GOZj1G+x7EP62Z1j/V/1JSXNGVQlq4OtRRx2ld955R506dbKmuVwuuVwupaena/ny5erXr5/HOr1799bYsWNlGIajfhABAKCyhMP1YEYOP8JWtoPZVTt8HwCgJO+n6cPhOxgAAISfyvrV2lffwz0QsYAnc8JOrl3gawWqyXZ4WK/Xdm3QO5OO+3a2HsjUf/63UX/sSA94fTu9x/1iZTOVpImLkvXYefG+V/C1L4c04+w834Gv1nH5qS8z/rEsh/vX7gwCXx0u0ivw1b3+ueYEADhZIN9bfLcFj0fG15CVAuXhPZpGKUtbfxUUVk5Nx0S6lFtglEjC5P5bQ6Vdo9F4UcWCGvhav359nXXWWR7T5s2bp61bt+qxxx7TF198oebNm3vMP/roo5WVlaXU1FQ1atSo3PuO8jN0CAIXGRnh8T/CG/XlLNSXs4SyvrxvOOQbhmKjI6u0DJFRnoVwRbhK/IgbTpx4fmXmewYX16S+jBPrK1A1qR4rU3VuI9WRk+sr4sh3m/mDj8vl+zz+4o9dmrpyhz4a2k0xDj7XnVxfNRH15SzUl7NU9/qiXxocxe3DZb2uyHsbFeFSvtuNrYgIl+32Ct0uvwPZp6/t1DRVdV7bhUZGRpW/Dsz1XCrun0ZGFNV7ZGTJfqr3rzN2fdnL31/usYwZQB3htox5E7R4nyWPwfs+bE5+oc/jNH/PMhOcuNyPzeVV1ojS66sq2rT3b3C5hSWPz+VWZnOdqKgIbd5/WHkFhUpoVs+qlOLrC9/l9/59LS0rzxHnb3X/3iyXI1UZHVHyPbHavtVuXJIMRbiq5vOa+nKW6lxfTvh8c4Lq3EaqIyfXV4n+XADfW1Fu/VVTRKRzrk/Cob6K+/zFb2JUBa4vqrNwqC87Zt2Z1wMum2sraxm3a/z3fk32WKa0Op+4MFmrd6br1cs6Ktp6L0rev68fG639h3OtckREel6XmfuqjDYWYdOeIyJdiiIRZtgL1/OrNEENfPW2cuVKPfroo+rfv7/OPvtsZWdnKybGcxgc83Vubm659xMR4dJRR9WpUFnhqX792qEuAsqA+nIW6stZQlFfkV4/lh4yXGpRxd9zhdGeXYSYOrVUPza6SstQHk46v/blet4qq4l9GSfVVyDokwZfdWsj1Z0T66vWke+2yCM/8ERERNiex499sUafLv1HkvT41+s1aViPqitkJXFifdVk1JezUF/OUh3ri35p8Jlxag3qx+moo+LKvZ3i4L+igMJ69Wrb1lXs/izr73r1Ykutz3r17bdTU1X2eZ2SVzKFTYMGdVQ7pnwPLWdHFN+ENG8w1albS0cdVUd16hRlbI2KirTq2GxHkVFF+4uOiTry2r4vK0nrdmdY61jLHNlQ1JHt1I6LseYl7cvQnVNWltjO0Q3jfO7DLE/MkfchKrp4XxFHjtG8sRobG2PVk6/6atAgzrpxXFnMYzdFx8aUOL6YI+9vdFTxcTVoEKfLnv9JkrT66f6qVevIdcWR8kZFR/l8n2rH1fLcfi3fy4aj6vi9WV4xR34/reV17ru3/ZiYorZhnrcxMVVb39SXs1S3+qJPGnzVrY1Ud06sL7PfE3WkTxrt9p3mS72sotENI1wuGUe+8Hxd54SzUNZXnQNF13/uD0g1bFinypMiOUm4nV/mdY55PRdbK7rEOWAGqNapU8ua99bC5OL5AXxvvn0kUPaPvZk6r30zSVLduhkey9x0emv9b+0eScXnonWeurWxBg3jKuXev1meKLfgyXr1atOeHSTczq/SVFrg63fffafRo0erW7dueumllyRJtWrVKhHgar6uXbv8b1xhoaH09MzyFxaWyMgI1a9fW+npWSoo8D2sD8ID9eUs1JezhLK+8r329+iMPzTp2q5VWoa0TM/v6zVbUtS+eb0qLUNZOPH8eu6rvzxep6YeDlFJql441Vf9+rWD9uQafdLgCac2gtI5ub6ysoq+74zConIXFBTafh6bQa+S9N26vY7+zHZyfdVE1JezUF/OEm71Rb80PJntxAxzPJieqdSI8o/b5z3kdXp6llJTS95oOnCwuP58LePuUHqWUlNj/C5TE1TVeW2eX+bwkVLRNX12OQNfD6ZnSypqH4VHyp2Rka3U1MPKyMiRZN9PzT8ykkx+Xv6R1/Z9Wan4Jnp+XoG1TOGRdK6FR7aTlZlrzRs99Xdt2HOoxHYaxkT43Ed+XkGJ/4v3VdzflqTs7Fylp2f5ra91/6SoZYPKveGWl+c5Gs+eA4eVelSsx7Tc3OL311xn977i92bLzjTrusL8sMjLzff5PmVm5ni8zsrOc8T1Rbh9b3r76e/9crmks9o2qbJ95h4591xe48TmutV/bk6ex7yc3Kqp73CvL2s4YDJ/SQqv+qJPGp7CqY2gdE6uL7PfY5bb/TvtyzW7tGFPhkaf21Yul0urdxxUozoxysgpWqfQ7fswPT1TqbWdEeQWDvWVcajoesD9PUxNPUygoI1wqC875rWCeT2XnVPc5zOr1Thy/WVd6x05d0y1onxfa0lSgdtwHJmHs61lD2Vkeyx3W69j9b8/d0uSDh75PeFQ+pGHa93aWFpapgpqBT9k8JDZngsL3aZlKYt+X9gLt/Mr0H5ppQS+TpkyRWPHjtX555+v559/3srq2qJFC+3du9dj2b179youLk716lUsmMb8IEFwFBQU8p46CPXlLNSXs4RDfa3YdrDKy1Dgtb99h3KU3yT8n84Mh/qSpKT9h/Xags0aftrx6tiifon5ew/l6IeN+63X9WOjwqLcVS1c6iuYqtvxhFp1bCPVmRPrq9CruIWGUeIY9h/2fBjk5KPrOu447Tixvmoy6stZqC9nqa71VR2PKRzk51esvZi3mFwul2QYyvfR/nJyi4PxCgpK9k+S9nveDLNbpiar7PM6P989YKvo77z8QkWXMztpfoG5veL7kGadmjebDJt+qnnj1Lz/aRi+z/3rux+jCb9s8Vim+MZ6UbkLCov2YRiGVm0/aLud+rV8/35hbs/cque+iqdJRcFQ5rG511eTOjFW/zszp6DS23VhoWfA4pRl29Tn+KM8ppkBeu7/H8ouDmYsLDCsm9Auax3fdeF9A/HA4VxHnb/h+L15ODdf9838U5L0yz2n2waJFBqGft9xUAlH11WdmODcGjXbT6TXuV9YWFz/3m2jsLBqP6/Dsb4Mw9CIaau1Oz1bs27tSfCrm3Csr4qqbscTatWxjVRnTqwvw+thjsIjfZpCw9C/v94gSTqrbWP9sHG/pq7aKUmadHVnScXfdVJR/9Zpx16V9ZWenaf1ezLU/biGinC5VFBgdpaLl8nPL1Q+35E+hdv5VXytUPS60M85YF7r7Uv3fCBOfq4hJCkts/gapFZkRHF/80j7OaFxnD4fdqoi3NpN3pHfMMxrWPczNT+vUPmRwX8PzfK4f5wUXQPRnp0i3M6v0gTnkS03n376qcaMGaPrrrtOr7zyihX0Kkndu3fXsmXLPJZfsmSJunXrZg11AwAAQs87f01WboHtcrD38Jd/aXFyqm769Hfb+e+5ZQ4EAISSeRPS948u435M8nh92omNKrVEAAAg/AT79ox5H8rwvvg+Ytaa3dbfdos8Mucvm6moau7twrCtqcB4BxgUbc/3vlxeyxQHW/ouQ9O6vjMCe8frlv9IPMvjb56vorpnucqrggwz3sVY9k+az2XN4DzDkDbuLR5ONL/AsI6nPLHPX/+1t/SF4Neh7OJsWfmF9o0r8Y9dun3qat0948+g77/Aa592nwf+rjlrmqy8Qq3cflA703No/wAQZoof1POcvjg51fo70u