{ "cells": [ { "cell_type": "markdown", "id": "64fc5019", "metadata": {}, "source": [ "# Predicting base metal futures returns with economic data" ] }, { "cell_type": "markdown", "id": "186fe10e", "metadata": {}, "source": [ "This notebook serves as an illustration of the points discussed in the post [\"Predicting base metal futures returns with economic data\"](https://research.macrosynergy.com/predicting-base-metal-futures-returns-with-economic-data/) available on the Macrosynergy website. \n", "\n", "Unlike other derivatives markets, for commodity futures, there is a direct relation between economic activity and demand for the underlying assets. Data on industrial production and inventory build-ups indicate whether recent past demand for industrial commodities has been excessive or repressed. This helps to spot temporary price exaggerations. Moreover, changes in manufacturing sentiment should help predict turning points in demand. Empirical evidence based on real-time U.S. data and base metal futures returns confirms these effects. Simple strategies based on a composite score of inventory dynamics, past industry growth, and industry mood swings would have consistently added value to a commodities portfolio over the past 28 years, without adding aggregate commodity exposure or correlation with the broader (equity) market.\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 a simple linear composite indicator for commodities futures returns.\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 the relative returns of each metal contract versus a basket of non-industrial commodity contracts. This type of return is chosen to disentangle the specific performance of base metals contracts from common factors that drive all commodity returns and to avoid aggregate exposure to (and risk premia of) the broad commodity market.\n", "\n", "It's important to note that while the notebook covers a selection of indicators and strategies used for the post's main findings, there are countless other possible indicators and approaches that users can explore. Users can modify the code to test different hypotheses and strategies based on their own research and ideas. Best of luck with your research!" ] }, { "cell_type": "markdown", "id": "61474eea", "metadata": { "heading_collapsed": true }, "source": [ "## Get packages and JPMaQS data" ] }, { "cell_type": "markdown", "id": "47e00c0f", "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 used 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, "id": "f2ce0b41", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'! pip install macrosynergy --upgrade'" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Run only if needed!\n", "\"\"\"! pip install macrosynergy --upgrade\"\"\"" ] }, { "cell_type": "code", "execution_count": 2, "id": "70230d53", "metadata": { "hidden": true }, "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", "id": "efff7218", "metadata": { "hidden": true }, "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, "id": "46334ff9", "metadata": { "hidden": true }, "outputs": [], "source": [ "# Manufacturing surveys and production\n", "\n", "dict_ms = {\n", " \"mt\": [\"ISMMANU_SA_3MMA\", \"PHILMANU_SA_3MMA\", \"IP_SA_P3M3ML3AR\"],\n", " \"st\": [\n", " \"ISMMANU_SA_D3M3ML3\",\n", " \"PHILMANU_SA_D3M3ML3\",\n", " \"IP_SA_P1M1ML12_3MMA\",\n", " ],\n", "}\n", "\n", "# Orders and inventories\n", "dict_oi = {\n", " \"mt\": [\n", " \"DGORDERS_SA_P1M1ML12_3MMA\",\n", " \"BINVENTORIES_SA_P1M1ML12_3MMA\",\n", " ],\n", " \"st\": [\n", " \"DGORDERS_SA_P3M3ML3AR\", # \"DGORDERSXD_SA_P3M3ML3AR\",\n", " \"BINVENTORIES_SA_P3M3ML3AR\",\n", " ],\n", "}\n", "\n", "# Tickers\n", "\n", "lds = [dict_ms, dict_oi]\n", "\n", "\n", "xcats_mt = [x for d in lds for x in d[\"mt\"]]\n", "xcats_st = [x for d in lds for x in d[\"st\"]]\n", "# xcats_eq = [\"EQXR_NSA\"] # equity returns (used as correlation benchmark)\n", "\n", "xcats_us = xcats_mt + xcats_st # + xcats_eq\n", "\n", "tix_us = [\"USD_\" + x for x in xcats_us]" ] }, { "cell_type": "code", "execution_count": 4, "id": "a846fa21", "metadata": { "hidden": true }, "outputs": [], "source": [ "dict_co = {\n", " \"FUE\": [\n", " \"BRT\",\n", " \"WTI\",\n", " \"NGS\",\n", " \"GSO\",\n", " \"HOL\",\n", " ], # The energy commodity group. See Appendix 1 https://academy.macrosynergy.com/academy/Themes/Generic%20returns/_build/html/notebooks/Commodity%20future%20returns.php\n", " \"BAM\": [\"ALM\", \"CPR\", \"LED\", \"NIC\", \"TIN\", \"ZNC\"], # The base metals group\n", " \"PRM\": [\"GLD\", \"SIV\", \"PAL\", \"PLT\"], # The precious metals group\n", " \"CBC\": [\n", " \"COR\",\n", " \"WHT\",\n", " \"SOY\",\n", " \"CTN\",\n", " ], # The agricultural commodity group (corn, wheat, soybeans, cotton)\n", " \"OAS\": [\n", " \"CFE\",\n", " \"SGR\",\n", " \"NJO\",\n", " \"CLB\",\n", " ], # The agricultural commodity group (cofee, sugar, orange juice, lumber)\n", " \"LIV\": [\"CAT\", \"HOG\"], # The (U.S.) livestock commodity group\n", "}\n", "\n", "cids_co = [c for lc in dict_co.values() for c in lc]\n", "cids_ind = dict_co[\"BAM\"]\n", "\n", "xcats_co = [\"COXR_VT10\", \"COXR_NSA\"]\n", "\n", "tix_co = [c + \"_\" + x for c in cids_co for x in xcats_co]" ] }, { "cell_type": "markdown", "id": "e5f9d713", "metadata": {}, "source": [ "The description of each JPMaQS category is available under [Macro quantamental academy](https://academy.macrosynergy.com/quantamental-indicators/), or [JPMorgan Markets](https://markets.jpmorgan.com/#jpmaqs) (password protected). The notebook uses categories that are specific to the United States. The market-relevant dataset in the U.S. is broader, timelier, and - for the most part - of better quality than on average in other countries. Also, U.S. data have on average greater global importance than those of other countries due to the dominant role of the USD for global financial markets. For tickers used in this notebook see [U.S. special data](https://academy.macrosynergy.com/academy/Themes/Economic%20trends/_build/html/notebooks/U.S.%20special%20data.php), [Industrial production trends](https://academy.macrosynergy.com/academy/Themes/Economic%20trends/_build/html/notebooks/Industrial%20production%20trends.php), and [Commodity future returns](https://academy.macrosynergy.com/academy/Themes/Generic%20returns/_build/html/notebooks/Commodity%20future%20returns.php)." ] }, { "cell_type": "code", "execution_count": 5, "id": "e4492335", "metadata": { "hidden": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Maximum number of tickers is 60\n", "Downloading data from JPMaQS.\n", "Timestamp UTC: 2024-03-21 14:59:26\n", "Connection successful!\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Requesting data: 100%|██████████| 12/12 [00:02<00:00, 4.93it/s]\n", "Downloading data: 100%|██████████| 12/12 [00:12<00:00, 1.05s/it]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "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", "tickers = tix_us + tix_co\n", "print(f\"Maximum number of tickers is {len(tickers)}\")\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, "id": "b926e25f", "metadata": {}, "outputs": [], "source": [ "dfx = df.copy().sort_values([\"cid\", \"xcat\", \"real_date\"])" ] }, { "cell_type": "markdown", "id": "87ef6aaf", "metadata": { "heading_collapsed": true }, "source": [ "### Availability" ] }, { "cell_type": "markdown", "id": "9139c2b2", "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 the suitable timeframes for conducting the analysis." ] }, { "cell_type": "code", "execution_count": 7, "id": "0cbb595a", "metadata": { "hidden": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Missing xcats across df: []\n", "Missing cids for BINVENTORIES_SA_P1M1ML12_3MMA: []\n", "Missing cids for BINVENTORIES_SA_P3M3ML3AR: []\n", "Missing cids for DGORDERS_SA_P1M1ML12_3MMA: []\n", "Missing cids for DGORDERS_SA_P3M3ML3AR: []\n", "Missing cids for IP_SA_P1M1ML12_3MMA: []\n", "Missing cids for IP_SA_P3M3ML3AR: []\n", "Missing cids for ISMMANU_SA_3MMA: []\n", "Missing cids for ISMMANU_SA_D3M3ML3: []\n", "Missing cids for PHILMANU_SA_3MMA: []\n", "Missing cids for PHILMANU_SA_D3M3ML3: []\n" ] } ], "source": [ "msm.missing_in_df(df, xcats=xcats_us, cids=[\"USD\"])" ] }, { "cell_type": "code", "execution_count": 8, "id": "2b23c8ee", "metadata": { "hidden": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Missing xcats across df: []\n", "Missing cids for COXR_NSA: []\n", "Missing cids for COXR_VT10: []\n" ] } ], "source": [ "msm.missing_in_df(df, xcats=xcats_co, cids=cids_co)" ] }, { "cell_type": "code", "execution_count": 9, "id": "2d8866b6", "metadata": { "hidden": true }, "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=xcats_co, cids=cids_co)" ] }, { "cell_type": "markdown", "id": "2df766ac", "metadata": { "hidden": true }, "source": [ "### Blacklist dictionaries" ] }, { "cell_type": "markdown", "id": "3703804b", "metadata": {}, "source": [ "To ensure accurate calculations and analysis, it is imperative to exclude the period of trading halt. In March 2022, the LME Nickel Official Prices experienced disruption events, rendering them as disrupted Official Prices. Consequently, we must omit the data from March 2022 when performing calculations and analyses. For more details on these disruption events, you can refer to the [LME Nickel MASP Calculation announcement](https://www.lme.com/en/market-data/disruption-events/lme-nickel-masp-calculation-for-march-2022), therefore we exclude the March 2022 from calculations disruption events. The chart below illustrates this period of disruption events: " ] }, { "cell_type": "code", "execution_count": 11, "id": "a8515f6a", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "msp.view_timelines(\n", " dfx,\n", " xcats=[\n", " \"COXR_NSA\",\n", " ],\n", " cids=[\"NIC\"],\n", " size=(10, 3),\n", " cumsum=False,\n", " start=\"2022-02-01\",\n", " end=\"2022-05-01\",\n", " title=\"Nickel futures returns\",\n", ")\n", "\n", "coblack = {\n", " \"NIC\": (\"2022-03-01\", \"2022-04-01\"), # exclude month of trading halt\n", "}" ] }, { "cell_type": "markdown", "id": "0f1664ef", "metadata": {}, "source": [ "## Transformations and checks" ] }, { "cell_type": "markdown", "id": "7ded5253", "metadata": { "hidden": true }, "source": [ "### Features" ] }, { "cell_type": "markdown", "id": "5ead1e63", "metadata": {}, "source": [ "Normalizing values across different categories is a common practice in macroeconomics. This is particularly important when summing or averaging categories with different units and time series properties. Using `macrosynergy's` custom function [`make_zn_scores()`](https://academy.macrosynergy.com/academy/Introductions/Introduction%20to%20Macrosynergy%20package/_build/html/Introduction%20to%20Macrosynergy%20package.php#normalize-panels-with-make-zn-scores) we normalize the selected scores (Business surveys, and Orders and Inventories) around neutral value (median), using only past information. Re-estimation is done quarterly, and we use a minimum of 5 years data. We protect against outliers using three standard deviations as threshold. The normalized indicators receive postfix `_ZN`" ] }, { "cell_type": "code", "execution_count": 12, "id": "ae36d4c2", "metadata": { "hidden": true }, "outputs": [], "source": [ "xcatx_ind = dict_ms[\"mt\"] + dict_ms[\"st\"] + dict_oi[\"mt\"] + dict_oi[\"st\"]\n", "cidx = [\"USD\"]\n", "xcatx = xcatx_ind\n", "\n", "\n", "for xc in xcatx_ind:\n", " dfa = msp.make_zn_scores(\n", " dfx,\n", " xcat=xc,\n", " cids=[\"USD\"],\n", " sequential=True,\n", " min_obs=5 * 261,\n", " neutral=\"median\",\n", " est_freq=\"q\",\n", " thresh=3,\n", " )\n", " dfx = msm.update_df(dfx, dfa)\n", "\n", "xcatx_indz = [xc + \"ZN\" for xc in xcatx_ind]" ] }, { "cell_type": "markdown", "id": "3131b910", "metadata": {}, "source": [ "In the below cell we use 1-year moving average of selectd z-score giving them postfix `_ZYMA`. The list of z-scores are collected in the list `xcatx_yma` and include 'ISMMANU_SA_ZYMA' (ISM manufacturing survey), 'PHILMANU_SA_ZYMA' (Philadelphia manufacturing survey), 'IP_SA_P1M1ML12_ZYMA' (Industrial production trend), and 'DGORDERS_SA_P1M1ML12_ZYMA' ( Durable goods orders). " ] }, { "cell_type": "code", "execution_count": 13, "id": "5c6d1bee", "metadata": { "hidden": true }, "outputs": [], "source": [ "cidx = [\"USD\"]\n", "xcatx_sio = [\n", " \"ISMMANU_SA_3MMA\",\n", " \"PHILMANU_SA_3MMA\",\n", " \"IP_SA_P1M1ML12_3MMA\",\n", " \"DGORDERS_SA_P1M1ML12_3MMA\",\n", "]\n", "\n", "calcs = []\n", "for xc in xcatx_sio:\n", " calc = f\"{xc}x = {xc}ZN.rolling(window=260).mean() \"\n", " calc = calc.replace(\"3MMAx\", \"ZYMA\")\n", " calcs += [calc]\n", "\n", "dfa = msp.panel_calculator(dfx, calcs=calcs, cids=cidx, blacklist=coblack)\n", "dfx = msm.update_df(dfx, dfa)\n", "\n", "xcatx_yma = list(dfa[\"xcat\"].unique())" ] }, { "cell_type": "markdown", "id": "9430dbb8", "metadata": {}, "source": [ "Here we simply plot the selected z-scores over time:" ] }, { "cell_type": "code", "execution_count": 14, "id": "de42707e", "metadata": { "hidden": true }, "outputs": [ { "data": { "image/png": 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iqkxYc5WIiEgmTZo0wfbt2/WywlJSUnD69GksWLAAI0eORNeuXbFo0aJiZ+mVxNixYzFx4kQpg9bKygrz5s2DQqGAWq3Wq/26detWxMXFoW7duvjuu+/0MpteffVV+Pv7F2vby5Ytg1arxUsvvYQPP/xQb4jo8OHDMWLECADAzp07AehmDM/Ozkb16tXxySefwMbGRlre1tYWc+bMgYWFBQAgICDAoDZs2rQJUVFRcHNzw8qVK+Ht7S095+bmhsWLF0OlUiE5OVmalOxF77//PhwcHAAALi4uUCgUuH//PgCgVatWehmGZmZmeOuttzBw4EC8/PLLSExMNKidL5o2bRrGjRsnlW1wdHTEggULULt2bSQkJGDLli3SsmfOnIGFhQX69euH4cOHQ6l8fopXs2ZNKXs2NjYWsbGx0nPiexg+fLherUtvb298/PHH6NWrFzw9PfWWP3jwIGxsbLBmzRo0b95ces7KygqzZs3CSy+9hMzMTCxbtkx67ujRo3j06BGcnJywePFiuLm5Sc/16NEDn376qVF9lJ9Vq1Zh27ZtsLGxwbJly1CjRg2DXyv2x9ChQ/WyGN3c3PDvf/8b3bp1Q8OGDaXHs7KypGzh//u//8PgwYOlz8vKygqfffYZ6tWrh7S0NBw+fBgAsHLlSqSlpUGlUuGnn37S6wtvb2+sXLkS1atXx7Nnz7B+/fp82/nxxx9Ln5c4vPv48eO4fv063N3dsXr1atSvX19a3sHBAV9//TVatGiB+Ph4/Pbbb3ne84ABA/SGijs4OOCTTz5B586d0a5dO2RkZBTZf5mZmVi+fDkA4F//+hfGjRunty++9NJL+OqrrwDojsvQ0NAi12motm3bYtCgQdLv4ntZsmQJsrKyMH78eLz//vuwtraWlmnSpAkWL14MMzMz7N+/XyqbUhBj9/9XX30VSqUSN2/eRFBQkN46Y2Njce7cOSgUCr0SCOfPn4dSqcS7776rtx0AaN68OcaMGQOg4O/BatWqYfHixXplIPr06SNlIF+7dk163Jj9eM2aNUhISEDv3r3x5Zdf6pWxqF27NpYtWwZ7e3tcuXIFp0+fLrRfiYiIKjoGV4mIiGTUsGFDbNq0CXv27MG7776LVq1aScFAQHchvWLFCgwdOhQRERGl0qb86n66uLhIwYekpCTp8VOnTgEAhgwZotdukXhBb4j09HRcvHgRAPSGouf2/vvv448//sB3330HQHfxf/36dRw7dixP3VYAUk1Tcf2GEOttDhs2DE5OTnmet7S0lIbqnjhxAoIg6D2vVCrRqlWrPK8Tyw6cPn0aK1euRHh4uN7zP/30E/73v/8ZVa8SAMaNG5dvW1955RVpu6LZs2fjn3/+wffff5/vunIHlHIHyerUqQMAmD9/Pi5cuIDs7Gzpud69e2PFihV46623pMf+/PNPAED79u0LDFqK7fvrr7+g0WgAPN+v+vTpk+9nMHjwYCl4XRKHDh3CwoULoVAo8O2336JZs2bFer3YHz/88AOOHTum11fNmjXD6tWr9er7XrlyBcnJybC0tMy3NqhSqcSqVatw6tQp6RgQ+2LMmDH5Tt7k5OSE4cOHA9CVyHhR9erV9W4QiMRl+/btC1tb2zzPKxQKDB06FICuLrRI3I9Xr16Nffv2ITk5WXquRo0a+PXXX/Hll1/q7UMFuXLlCpKSkmBubp7v/gsAgwYNQo0aNaDRaKS+kEPum1qirKws/PXXXwAgvfcX+fj4wNfXF4Ig6PVLfozd/2vVqiUN99+/f7/e8vv374darZbKB4g2b96MW7duYfTo0fluR7zxVFDQu1OnTvnWO23QoAEA6H3OxuzH4v5WUL+6ubmhS5cuAFBkvxIREVV0rLlKRERVglKplGajLkru4FpxJjnJrXHjxmjcuDHee+89pKen49q1azh79iz27t2L2NhYBAcHY+bMmdi6datR6y+OgoIAYrBEDAAAwNOnTwEAjRo1yvc11apVg7u7O6Kioorc7rNnz6Rgna+vb4Hry6+uorW1Ne7fv4/79+8jJCQEwcHBePToER4+fCit88UgaEHE99S0adMClxGfi4uLQ0JCAlxcXKTnHB0d8w0s9e7dG+3bt8fly5excOFCLFy4EPXr10fnzp3RrVu3AoMbhqhevXq+Ew8Bz/vy8ePHeo8rFAooFApcuXIFjx49kvrtwYMHetlyuY+Djz76CG+//TZu3ryJSZMmwdbWFu3atUPnzp3Rs2fPPBNTPXz4EABw+/btAgPtmZmZAHS1KSMjI1GrVq0i9yux7uj169cL6pIiXbt2DXPmzIEgCHj//ffznSitKDNnzsSlS5fw9OlTzJgxA5aWlmjVqhW6dOmCHj165NmPxX6tW7dugcHH2rVrSz+npKQgMjISAPKdHEgk7o9iv+VW0H4hZjCePHlSykZ9kXgjJTAwEIIgQKFQYMqUKfjjjz8QHR2Njz76CObm5mjWrBk6d+6M7t27o0WLFvlOepefJ0+eANAFqXNnveemUCjQpEkTREZG5vv+jJVfXc/AwEBkZWUB0NVkzS+YDei+q4Dn7S+Isfs/oMsOP3/+PPbv3493331XWn7fvn0AdNmtL7KwsEBiYiJu3LiBwMBAhISEIDAwEPfu3UNMTAwAFPh3rajv/dz1iou7H6empiIsLAyAbnTCunXr8n2NuExR/UpERFTRMbhKRERVgrW1NdLS0qQL38Lkzog0JFurKDY2NujSpQu6dOmCmTNnYt68eTh48CBu3LiBO3fuFBr0k0N+Gai55Q5SisGX/DLfRE5OTgYFVxMSEqSfDZkoRnT69Gl8/fXXeYbPuru7Y+DAgfjrr7+KNdQ+JSUFAArNjMwdCEpNTdULrhYUIDU3N8eaNWuwceNG7Nq1CwEBAXjy5AmePHmCDRs2wN7eHlOnToW/vz8UCgVOnz5dYNkBf39/vYliCusv8bncGWuCIGDNmjVYuXKlXiayQqFAvXr18Morr0gT1eTWvXt37NixA7/88gtOnTqF1NRUnD59GqdPn8Y333yDNm3a4IsvvpCGwovZbi+WFyhIUlISatWqZfB+ZaygoCC88847yMzMxNChQ/H222/nWWbHjh1S+YkXffrpp2jSpAkaN26Mffv2YeXKlfjzzz+RkJAgTaC2cOFCqFQqzJ8/H23btgXwfB8v7H3llpqaKv1cUPAx93NpaWlSEFRU0P4o7ufh4eF5sqhfpNFokJqaCnt7e3h4eGDv3r1YuXIl/vjjD0RGRuL69eu4fv06li5dCk9PT8ybNw99+/Yt8v0Zcqzlfn+5+6Ok8vuuzp2defv27SLXkXv5wp4v7v4PAP369YOjoyMCAwNx69YtNG/eHI8ePcKdO3dga2ub52ZASkoKvv76a+zfv18vo9zCwgJNmzZF48aNcebMmQK3XdT3fm7F3Y/FzxkwrDxLUf1KRERU0TG4SkREVYK7uzsCAwMNuiAWA4e5Z5suymeffYaLFy/i1VdfzTewI7K2tsYXX3yBo0ePIjs7G0+fPjV5cLU4nJ2dER0drXfx/CJDai8C+hfqKSkpevUcC3Lx4kX4+/tDq9WiZcuWGDJkCFQqFRo0aCBluHbr1s2g7Yvs7OyQmJhY6AV+7mBtcQLBlpaWmDx5MiZPnoyIiAhcvHgRly5dwl9//YWYmBj8+OOPsLa2xuTJkxEbG6tX5zC3F/fLwoJO4vvIXeNw6dKlWLJkCQDdsOvu3bujYcOGqF+/Puzs7BAYGJhvcBXQZVkvXLgQ2dnZuHnzJi5duoTz58/j2rVruHr1KiZNmoSjR4/C1tZWGor85ptv4uOPPza4n8TjSI796kXx8fGYPn064uPj0apVK3z99df5LhceHl5g/+feN7y9vfHVV1/hiy++wO3bt3H58mVcuHABly5dQkBAAKZOnYrDhw/Dw8ND6g9Dg4S5963C+kLcH21tbQ3OGhXb8umnn2L8+PEGvUZUrVo1zJs3D/PmzcODBw9w+fJlXLx4EWfPnkVYWBj+9a9/YcuWLXlqf75IfH9FBdPEYHtxjjVj5P4OunbtWom3Z+z+D+iC4oMGDcKWLVuwb98+NG/eXDomBw4cmCew+c477+DSpUuwtrbG+PHj0aJFCzRq1Ah16tSBhYUFtm3bVmhw1Zj3Zeh+nLsW9v79+6FSqWRpBxERUUXFmqtERFQliHUv79y5U+Sy4gRPKpXK4MBGZmYmgoKC8q2R+CJ7e3vpIt+QgGNpqlevHgDg3r17+T6fmpoqDaEtire3t1RWQRxO+6J//vkHY8aMwdy5cyEIAn755RdotVp07NgRmzZtwvjx49G+fXspsJqVlYX4+PhivSdxYp/CPnsxq83JyUkva7Uw4nBdMUuwZs2aGDZsGL755hucOnVKqnUrBlBee+01PHjwIN9/L9Y5jImJ0ctAzU18H2JAIzs7G2vWrAEAzJgxA4sWLcKrr76KZs2aSftZfvV9NRoNgoKC8PfffwPQZbq1bdsWM2bMwMaNG7Fx40YoFApER0fj/PnzAJ7vHwV9noAu2Hn16lU8e/ZMyoouar8SBCFPmQNDZGVlYcaMGQgMDISnpyeWLVtW4NDv9957r8D+79ChAwRBQGhoqPRelUolmjdvjqlTp2LNmjXYv38/7O3tkZ6ejqNHj+q9r6CgoAKz4jdv3oxJkyZhzZo1sLe3l4avF5ZJKT73YlmGwhjy2YSHh+PGjRtSaQIAiIyMxMWLF6Xgto+PDyZMmIClS5fi+PHj8PT0hEajwYEDB4psg3isBQUFFRg81mq1uHv3LoDnNW5NJfd3UGGTVd26dQsPHjwoMrho7P4vEmvpHj16FFqtFgcPHgSAPMf/jRs3cOnSJQC6CdDmzJmDl156CQ0bNpQyUuWs2V3c/djR0VGaiK2wfn3w4AHu3btn9KR+REREFQWDq0REVCX069cPgG6SkQcPHhS4XGxsrBQ4KU7NRnFSj9u3b2PXrl2FLnv27FkkJCTA2dkZLVq0MHgbpaF///4AdAHB/AINu3bt0qvRWhh7e3tpkpmChmMfOHAA165dQ2hoKBQKhTR7uK+vb771bvfs2SMNkc1dMxBAgYFwMci5Z8+efC/ys7KysHnzZgDFy4qdN28eRo0ahV9++SXPcxYWFmjfvj0AGNxfuQmCkO9+lJKSgt27dwPQ1XwFdMGctLQ0AAXXld2+fbv0s9hvDx8+RP/+/fHGG28gOjo6z2tatWolBWfFuo5iX164cKHAYOiCBQswduxYTJgwQQouifvViRMn9AJ7opMnT+bbhsIIgoA5c+bg6tWrsLOzw4oVK0p0syIhIQEDBgzA5MmT8c8//+R5vl69etIQb7E/2rRpA1tbW2RlZeWZqEhcbvv27bhw4YL0GYmf2+bNm6V6oLklJiZiz549ACDN7G4I8bM5dOhQgRn64j774YcfAtDtC8OGDcMbb7yR7+RSbm5uUhDfkJrVbdq0gZOTE9RqNTZu3JjvMgcPHkR0dDQUCkWxs9CLy97eXjoOC6oLGhISgrFjx2Lo0KH4448/Cl2fsfu/qHnz5mjUqBEiIyOxceNGhIWFoXbt2lKZCZH4PQjkX5s3PT1dCswa8/3yImP24549ewIANmzYkO++kZycjIkTJ2LYsGH4/fffS9xGIiKi8ozBVSIiqhIGDx6MVq1aQa1WY8qUKTh58mSeC8Lr16/jzTffRFJSEurUqYM33ngjz3qioqLw+PFjBAcH6z3epUsXDBgwAADwySef4Ouvv9a7QAZ02a07d+7E+++/DwB4//338wxTffz4MR4/foy4uLiSvmWjjBgxArVr10ZERAT+9a9/6QVpjh49igULFhRrfe+88w4UCgX27t2LFStW6AVEd+/ejfXr1wMApk6dCuB55tvBgwf1gheZmZnYsGEDvvrqK+mxF4eRi8NqxUlURGPGjEGNGjUQExODt956CyEhIdJzsbGxmDlzJgICAmBnZ4f33nvP4Pcmzgq+detW7NmzRy+Q8vDhQ+m95a6lWhwLFy7UC/bExsbivffeQ2RkJLy9vTFixAgAuuxncdj9b7/9plfrNi4uDp9//rle1qHYb76+vlCpVNBoNPjggw/0MuGysrKwaNEipKSkwNbWVgr+tG3bFl27doVarca0adP0htlnZWVh2bJlUiB32rRpUCp1p5o9e/ZE69atkZaWBn9/f73P4MqVK/j3v/9d7P758ccfcfDgQVhYWGDp0qUlHprs4uIiBfvmzZunt/9ptVps3LgRAQEBUCqV0nL29vaYNGkSAOCbb77BiRMnpNdkZGTg66+/xp07d+Dg4CDNsj5t2jTY2dkhICAAM2fO1DvGQkJC8NZbbyEmJgY1atTI9zuoIIMGDYJKpUJSUhKmTJmil12ZkpKCzz//HOfPn4dCocD06dMB6OoGDx48GADw9ddfS1n7oqNHj+Ls2bMADAv02tjYSOtevHgxNm7cqPc9e+TIEXz22WcAgJEjR0oZk6b03nvvwczMDAcOHMA333yjd9MoICAA06dPR3Z2Njw9PTFkyJBC12Xs/p+bmKW6aNEiAMCwYcPy3BgSvwcBXcmP3DVXHz16hGnTpiEwMBCAfo1wYxmzH0+fPh22tra4evUqPvroI72/WWFhYZg+fToSEhLg4OCAcePGlbiNRERE5RlrrhIRUZWgVCrx008/4f3338e1a9fg7+8PJycneHp6QqFQICwsTApKNWnSBMuXL893ePHChQuxe/dueHp66l2AAsAPP/wAW1tb7NmzB+vWrcO6detQq1YtVKtWDZmZmdLM1RYWFvjwww/znW160KBBAIB33323WIE+udjY2GDJkiWYOnUqzp49i549e6JRo0ZISEhAWFgYmjVrhujoaIOHpHbq1Alz587Ft99+i0WLFmHt2rXw9vZGRESENNv1jBkzpADkjBkzcP78eURHR2PIkCGoW7cuLC0tERQUhLS0NLi6uqJevXq4f/9+njY0adIEJ0+exP79+/HgwQO0bdsW8+fPh6OjI1asWIHp06fj+vXr6N+/Pxo2bAhzc3M8fPgQ2dnZcHZ2xoIFC4o1DLt///4YOXIktm3bho8//hjfffcdPDw8kJKSguDgYAiCgObNm8Pf39/gdYo8PT3h6uqKmTNnolatWnBxccHDhw+RlZWF6tWrY+nSpVIw2dzcHDNnzsR//vMfXL58GT179kTdunWRlZWFoKAgqNVqNGnSBOHh4YiPj0dERISU4bpo0SKMHj0aly9fRt++feHl5QUbGxuEhoYiKSkJZmZm+OKLL/QyQn/44Qe89dZbuHnzJsaMGQMvLy84OTkhJCREKmUwadIkjB49WnqNUqnEggULMHXqVNy9excDBgyASqVCeno6AgMD4eXlhRo1ahRYNuBFt2/fliYHq169On7//XesXLkSWVlZebIFgecTVhXliy++wKhRoxAQEICXX34ZXl5ecHBwwLNnz6RyFLNmzZIm+AJ0++zTp09x+PBhvP322/Dw8ICrqysCAwORmpoKa2trLFiwAO7u7gB0Q9UXL16MmTNn4sSJE+jRowcaNmwIjUaDR48eQavVolatWvj555+LlYlrYWGBZcuWYerUqbh37x5efvll1KtXDzY2NggMDJQyDufOnasXKJ01axauXr2Ku3fv4vXXX4enpydcXFwQFRUl1Z8eM2aMwVm0U6ZMQWhoKDZv3owvvvgCS5YskY55cX0DBgwwKqBujDZt2uDLL7/E/Pnz8dtvv2HLli1o0KABUlNTERQUBEEQ4ObmhjVr1hRYUiI3Y/b/3IYOHYoFCxYgNTUVSqUSr776ap5lmjRpgpdeegmHDx/G2rVrsWvXLnh5eSEhIUG6adelSxecO3cOqampSElJKXSCNEMUdz+uU6cOfvzxR8yaNQsHDhzAkSNH0LBhQ2RnZyMwMBBqtRq2trZYtWqVVNaFiIiosmJwlYiIqowaNWpg/fr1OHbsGA4dOoQHDx4gKCgIWq0W7u7uaNmyJV555RX069evWDMtiywtLfHtt99i3LhxOHToEC5duoTIyEjcv38fNjY2qFevHrp27YoRI0boZSaVN76+vti9ezfWrl2L48eP4+HDh6hWrRomTZqE9957L99gQGHeeOMNtGrVCr///jsuX76MBw8ewM7ODj169MCkSZPQuXNnaVk/Pz/s3bsXS5cuxfXr1xEcHAxLS0vUrl0bPXv2xMSJE3Hq1CnMmzcPp06dwpw5c6Ssr2nTpiEqKgp//vknAgMD9WYsb9KkCQ4cOIB169bh2LFjCA4OhkKhQL169dC7d2+MHTsWNWrUKHZf/ec//0GrVq2wZ88eqX6nnZ0d2rRpg0GDBmHkyJFG70u///47fv75Zxw+fBgBAQFwd3dH37594e/vnyfoNnbsWNSrVw+//PILHj58iIcPH8Le3h4tWrTA4MGDMXLkSHzyySfYs2cPTp48iT59+gAAGjZsiN27d2PNmjW4cOGCVCfS3d0d/fr1w+TJk9GoUSO9bbm4uGDjxo3YtWsXDhw4gAcPHiAiIgKOjo7o0aMHRo0aJa0/t1q1amHr1q1Yt24dDh06hKdPn8Le3h7Dhw/HBx98gNmzZxvcP7mzD589e1ZkHWBDZyt3d3fHjh07sGbNGpw5cwYhISEIDw9HtWrVMHjwYIwfPx6tW7fWe425uTkWLVqE/v37Y8eOHbhz5w4ePHiAatWqYcCAAZg+fXqeDM2uXbvi4MGD+PXXX3H69Gk8ffoUFhYWaNy4MQYOHIjRo0frTVhmKG9vb+zevRubN2/GkSNH8PjxY2RkZEhZuRMmTEC7du30XmNnZ4f169fj999/x/HjxxEYGIjIyEi4uLigT58+GDlypDQE3BAKhQKff/45+vXrh02bNuHGjRu4d+8eXFxc0KtXL4wYMQJ9+/Yt9nsrieHDh6Nly5b4/fffcf78eTx8+BAKhQINGjRAz5498eabbxocADR2/xe5ubmhe/fuOHHiBDp06CCVmnjRggUL0LlzZ2zbtg3BwcF48OCB1IejR49Gz5490atXLzx79gwnTpyQStMYy5j9uEePHjh48CB+++03nDlzBk+fPoVGo4Gnpye6dOmCN998E97e3iVqFxERUUWgEPK7vU9EREREREREREREhWLNVSIiIiIiIiIiIiIjMLhKREREREREREREZAQGV4mIiIiIiIiIiIiMwOAqERERERERERERkREYXCUiIiIiIiIiIiIyAoOrREREREREREREREZgcJWIiIiIiIiIiIjICAyuEhERERERERERERmBwVUiIiIiIiIiIiIiIzC4SkRERERERERERGQEBleJiIiIiIiIiIiIjMDgKhEREREREREREZERGFwlIiIiIiIiIiIiMgKDq0RERERERERERERGYHCViIiIiIiIiIiIyAgMrhIREREREREREREZgcFVIiIiIiIiIiIiIiMwuEpERERERERERERkBAZXiYiIiIiIiIiIiIzA4CoRERERERERERGRERhcJSIiIiIiIiIiIjICg6tERERERERERERERmBwlYiIiIiIiIiIiMgIDK4SERERERERERERGYHBVSIiIiIiIiIiIiIjMLhKREREREREREREZAQGV4lKUWhoKHx8fDBhwgRZ16tWq02y3vxERkYiLS2tyOXE9zp79myjttO7d290797dqNeWhdmzZ8PHxwehoaEm3Y5Go0FISIj0+6VLl+Dj44NFixaZdLuVRWBgoPRzSfdRIiIikpepzpVLU1JSEuLi4sq6GRVWZmYmIiIipN937doFHx8fbN++vQxbRURUOAZXichgO3bswMCBAw06YXR1dcX//vc/jB07thRaVjWEhIRg6NCh2LNnj/RYgwYN8L///Q8vvfRS2TWsAkhKSsLo0aOxYsWKsm4KERERVVKnT59Gv3798PDhw7JuSoX0zz//YMCAATh//nxZN4WIqFjMy7oBRFRxXLx40aCsVQCwtbXFK6+8YuIWVS0hISF49OiR3mNubm7sZwPEx8fj+vXrqFu3blk3hYiIiCqpa9euISEhoaybUWHdv38f4eHhZd0MIqJiY+YqERERERERERERkREYXCUqY2LNzH379mHlypXo168f/Pz80Lt3byxatAjZ2dl6y8fFxeGzzz5D165d0aJFC0yYMAF3797Ns945c+bAx8cHQUFBeo8HBQXBx8cHc+bMkR5LT0/HN998g4EDB6J58+bo0KED3nrrLVy9elVapnfv3ti/fz8AoE+fPlItrDlz5qBZs2Y4ffo0evXqhWbNmuGDDz4osJ7lhQsX8Pbbb6Nz585o2rQp2rVrhzfeeMOo4T/iNpYtW4bff/8dvXv3RvPmzTFkyBBs2bJFb1mxXtO+ffswYsQI+Pn5YcCAAUhPTwcA3LhxA/7+/mjfvj38/PwwcOBA/Pzzz8jMzMyz3a1bt2LIkCFo3rw5+vbti/Xr1+dZprBaqGPGjIGPj4/eY9nZ2Vi1ahWGDBmCFi1aoFu3bvjggw/w9OlTAMCSJUswefJkAMDPP/8s1XctaDuGvh8fHx989tlnOHr0KIYPHy59/v/3f/+HqKiooj4CaVtTpkxB27Zt0bZtW8yaNQs3b96Ej48PlixZoretTz/9FF9++SVatmyJ9u3b4+jRowCAxMREfPvtt+jTpw/8/PzQqVMnfPDBB3j8+LH0+lmzZsHX1xfR0dF623/ppZfg4+OT5zgYN24cunXrhp07d6J///4AgN27d8PHxweXLl3SW3b79u0YMmQI/Pz80LVrV3z11VdITU0t8r3HxcXh3//+N/r27Qs/Pz906dIF77//fr7DAf/44w+MHz8ebdq0Qfv27TFhwoQ8+31GRgZ+/vlnDBw4EH5+fmjfvj38/f1x48YNveWWLFkCHx8fnDhxAoMGDYKfnx/GjBkjPX/r1i3p82/WrBlefvllrF27FhqNpsj3REREVJ4Yeq58//59+Pj4YO7cuXnWkZCQAD8/P/j7+0uPJSUl4bvvvpPOPbp27Yq5c+fi2bNneq+dMGECBg4ciAcPHmD69Olo06YNWrVqhUmTJuHmzZt6y4nlhyZOnIjevXtLzxlyngMUfF7dt29ftGvXDllZWXnem7+/P1q2bImUlJRC+3Hfvn147bXX0LJlS3Tr1g0//PADtm/frndeJPb1+vXr8eabb8LPzw/du3eXskkfP36MDz74AJ07d4afnx/69OmDb7/9FomJiQAAQRDQtWvXPOWqoqOj4evri/bt20Or1UqPp6eno3nz5vjggw8wZ84cfPLJJwCAuXPn5jlXzsjIwPfff4+ePXtK57br1q2DIAiFvm8AuHv3Lvz9/dGtWzep3V999VWeLOOizsdFERER+OSTT9C9e3epjz755BO9WrHA831n586d6Ny5M1q0aIH//e9/0vP79+/HyJEj0bJlS7Rq1Qrjxo3DiRMninw/RFT+sCwAUTnx448/QhAEjBo1Ck5OTti1a5d0gjZr1iwAQEpKCkaPHo3Q0FCMHDkSjRo1wsWLFzFp0qQSbfuDDz7AuXPnMG7cONSvXx8xMTHYuHEj3njjDezYsQO+vr6YN28eVq9ejevXr2Pu3Llo1KiR9Hq1Wo3Zs2dj/PjxcHZ2Rs2aNfPdzpEjRzBz5kw0adIE06dPh52dHR4+fIjt27dj2rRp2LNnj956DbVjxw7ExsZi3LhxqFGjBg4cOID58+cjJCQEH330kd6y8+fPR79+/TBixAikpKTAxsYGhw4dwocffghXV1eMHz8e1apVw9mzZ7FkyRKcOXMGv//+O6ytrQEA33//PVavXo1WrVph9uzZiImJKfFkUlqtFtOnT8f58+fRq1cvjB49GvHx8Vi/fj0uXryI7du3o1+/fsjKysKqVavQr18/9OvXD66urggLC8uzvuK8HwA4e/Ys9u/fj9GjR2PUqFG4ePEi9u7di5CQEGzevLnQtl++fBlTpkyBo6MjJk+eDFtbW+zatQvTp0/Pd/kDBw7Aw8MD//d//4eQkBC0a9cOMTExGDNmDEJCQjBs2DA0b94coaGh2Lx5M06cOIHVq1ejbdu26NOnDw4dOoRz585h2LBhAIBnz57hyZMnAHRlK5o0aQJAdxF1/fp1jBo1Cu3bt8fHH3+M7777Dm3btsXIkSPRoEEDZGRkAACOHz+Oc+fOYezYsXBzc8Off/6J9evXIyYmBj/++GOB712j0WDq1KkIDQ3FuHHj4OnpiZCQEGzYsAFnz57F4cOHUb16dQDA0qVLsXjxYvj4+MDf3x9WVlbYsmULpk6diqVLl6JXr15IT0/HG2+8gZs3b6Jv376YMGECYmJisGXLFowbNw4//PBDnouV2bNnY/jw4Rg3bhwsLCyk9zNz5kx4eXlh6tSpsLW1xblz5/Ddd9/h2rVrWLJkCRQKRaGfKxERUXlT1Lmyr68vmjZtiqNHj+Lzzz+HlZWV9NqDBw8iOzsbw4cPB6ALdo4ePRrPnj3D66+/joYNGyIoKAhbtmzByZMnsXXrVtSpU0d6fVxcHMaPH4/u3bvjo48+QmhoKH777TdMmjQJp06dgpOTE/z9/eHg4IDjx4/D398fzZo1AwCDz3NE+Z1XN2jQAIsXL8bJkycxYMAAadnY2FicOXMGL7/8Muzt7Qvsu1WrVmHBggVo2rQp3n//fSQnJ2PDhg0FLr9w4UK0a9cOn376KcLDw+Hh4YErV65gypQpMDMzw5gxY+Dp6YkbN27gt99+w4kTJ7Blyxa4urqid+/e2Lp1K549e4ZatWoBAM6dOwdBEJCYmIi7d+/Cz89PejwzMxP9+vVDzZo1YWZmhh07dmDUqFFo06ZNnjZ5eXlJ1z2bN2/G119/DXNz80LneAgJCcEbb7yB6tWrY/LkyXBwcMDNmzexYcMG3Lp1C1u3boVCoTDofNzT0xOPHz/GuHHjkJKSIl2PPXjwADt27MDx48exadMm1KtXT9p+eHg4/ve//2HKlCkAgJYtWwJ4fk3RpUsXfPDBB8jMzMTBgwfx9ttvY+7cuSW+viOiUiYQUakJCQkRVCqVMH78eOmxixcvCiqVSujUqZOQkJAgPZ6SkiK0bNlS6Nq1q/TYTz/9JKhUKmH37t166/3222/zrPfjjz8WVCqVEBgYqLdsYGCgoFKphI8//lgQBEGIjY0VVCqVMH/+fL3lrl27JvTv31/Ytm2b9NiHH34oqFQqISQkJM92fvzxx3zf64cffig9NmzYMKFLly5Camqq3rIbNmwQVCqVsHr1aumxXr16Cd26dRMKI27Dx8dH+Pvvv6XHMzMzhREjRgi+vr7CkydPBEEQhJ07dwoqlUoYN26c3jqSk5OFtm3bCh06dBBiYmL0nvv+++8FlUolLFmyROq7xo0bC5MnTxbUarW03N27d4WmTZvq9Y34uS5cuDBPu0ePHi2oVCrp9927dwsqlUr4/vvv9Za7fPmyoFKphK+//loQBEE4d+6coFKphMWLF0vLvLid4rwfQRAElUolqFQq4erVq3rLjh8/XlCpVMLTp0/ztD+3wYMHCy1bthTCwsKkx9LT04WhQ4fmaau4reDgYL11zJ07V1CpVML27dv1Hr93757QtGlToW/fvoJarRaSkpKEpk2bCh988IG0zLZt2wRfX1+hW7duwtSpU6XH9+zZI6hUKuHcuXOCIOTd7wXh+f7j5+en9z6zs7OFPn36CE2bNhUyMjIKfO+3bt0SVCqVsGrVKr3HDx48KAwaNEg4efKkIAiCEBwcLDRu3FgYN26ckJmZKS0XHx8vtG/fXnjllVcEQRCEn3/+Od9jKSIiQmjfvr3Qpk0bISkpSRAEQVi8eLGgUqmEjz76SG/ZtLQ0oUOHDsKrr76qty1BEIRFixYJKpVKOHjwYIHviYiIqCyV9FxZPKd88W/diBEjhE6dOglZWVmCIAjC/PnzhSZNmgjXrl3TWy4gIEDw8/PTO6cQz4mWL1+ut+ySJUsElUolbN26VXps4cKFgkqlEi5evCg9Zuh5jiAUfF797NkzwdfXV/D399d7/Ndff82zvRdFREQIfn5+ec4NgoKChObNm+u9Xuzr3r17653rajQaoV+/foKfn5/w6NEjvfVv2rRJUKlUwpw5cwRBEIRTp04JKpVK2LJli7TMhx9+KPTo0SPPedO8efMEPz8/ISUlRRAE3XmdSqUSdu7cKS0jnsO/9NJLeu0PDg4WVCqVMGbMmALfuyAIwurVqwWVSiXcvHlT7/H//ve/wquvvipEREQIgmD4+fjEiRMFlUolnD9/Xm+506dP59l3xX3nxc/+5s2bgkqlEj7//HO9x7OysoQJEyYITZs2FcLDwwt9X0RUvrAsAFE50aNHDzg5OUm/29nZSVmkomPHjsHZ2RlDhw7Ve+20adOM3q69vT0cHBxw5MgRbN++XRpy3apVKxw5cgSvv/66Qevp3Llzkcts374d+/btg62trfRYVlYWlErdV1FRw5kK0qVLF707/paWlpg8eTK0Wi2OHTumt2zHjh31fj937hySkpKkDM/cZsyYAWtraxw6dAgAcPLkSWg0GowdOxZmZmbSco0bN0aXLl2Majugy+gFgDfffFPv8Xbt2mH79u14++23DV5Xcd6PyMvLC61bt9Z7TMwoyL3/vejhw4d4+PAhhgwZImUmAIC1tTWmTp2a72u8vLzg7e0t/a7VanH06FF4e3tL2SQiX19fvPzyywgODsadO3fg4OCAdu3a4dy5c9KQsrNnz6Jp06bo0qULrly5Ig0NPHnyJJycnNC+ffsC2y9q2bKl3kRX5ubm8PPzQ3Z2NuLi4gp8nbu7O8zMzLBt2zYcOHBAGhI3aNAgHDx4ED179gSgyyTVaDSYMGECLC0tpdc7Oztj48aNWLZsGQBd2QBra2u89dZbetupUaMGxo8fj+TkZJw5c0bvuRePu3PnziE+Ph4DBgxASkoK4uLipH+DBg0CAPz5559F9gkREVF5Y8i58pAhQ2BlZYW9e/dKjz158gS3bt3C0KFDYWFhAUEQcPjwYdSvXx916tTR+1tZrVo1tGzZEufOnctTHujF82/xXOnFckW5Fec8J7cX/757eHigc+fOOHPmDOLj46XHd+/eDS8vr0LPd44dO4asrCy8+eabeuchtWvXzvOeRO3bt9c717179y6CgoLw8ssvo0GDBnrLjh49Gp6enjhy5Ag0Gg06deoEW1tbnD17FoCuVMD58+cxaNAgeHl54eLFi9Ljp0+fRpcuXWBnZ1dg+0WDBg3Sa7+3tzeqVatWZBkrDw8PAMCiRYtw/vx5qbTC3LlzsWvXLtSoUQOAYefjcXFxuHTpEtq3b49OnTrpLde9e3e0b98ely9fRmxsrN5zL36eBw4ckN5T7v0vOTkZgwYNQnZ2Nk6ePFlknxBR+cGyAETlhDh8ODdLS0u9ukQhISGoX7++FIwUubq6wtXV1ajtWlpa4ttvv8XcuXOlOkcqlQpdu3bFkCFDpGHWRXkxkJcfc3NzPHv2DMuWLcPjx48RFhaG0NBQ6T3mfq/FoVKp8jxWv359ALo+y83NzU3v9+DgYABAw4YN86zDxsYG3t7e0jLi/7mHiYkaNGiAU6dOFb/x0NWOdXFxyfczbN68ebHWVZz3Iypo3wNQaI1Osf5U7qFPovy2D+Tt//j4eCQnJ6NNmzb5DlUXy0SEhoaiefPm6NOnD86fP4/bt2/Dz88PFy5cwOjRo1G/fn3s2rULN2/eRIsWLXD27Fn07t0b5uZF/5nL7/2LZRPyq20mqlGjBj755BN89913+PDDD6FUKtGkSRN069YNw4YNkwK24j4o7pO55e6n4OBgeHt765VsyK8fcnvxuBM/k4ULF2LhwoX5tju/UhJERETlnSHnyo6OjujXrx/++OMPxMbGolq1atizZw8ASMHNuLg4JCQkICEhIU+ALLeIiAi9QOKL5zDiuVJh56/FPc8R5XdePWLECJw9exYHDx7E+PHjcf/+fdy/fx/vvfdeoeV+CjtfezFQKirO+bJCoUCjRo1w6tQpxMfHw83NDd26dcP58+ehVqsREBCA2NhYdO7cGfHx8Th8+DCysrJw//59REdHo2/fvgW2vbA2AbrztcLO1QBgwIABGD58OHbt2oXz58/D2toabdq0QY8ePTBs2DApYG/I+fitW7cgCEKBZcwaNWqEy5cvIzQ0VO8zfLHt4mcyfvz4AtvN8zWiioXBVaJywtAaiAWdQBgamFSr1Xke69u3L7p06YIzZ87g7NmzuHTpEtauXYtff/0V8+bNw8SJE4tcb+672wVZsGABVq1aBS8vL7Rt2xadOnWCj48P1Go13nnnHYPan5/cd7FFYlDwxeDai+0UiiiCr9Fo8qw/v0muilpPfm0TZWdny1YD05j3Y+y2xSzR/Po/d52z3F68MWBIe3Nvo0+fPvjyyy+lbIjExER06tRJClxevHgR2dnZSE5ORr9+/Qx6Hy+2qTjGjh2LwYMH4/Tp0zh37hwuXbqE5cuX45dffsGPP/6Ifv36Sf1UVD8X1hfi8f1iXxe0P7/77rt5apWJDMkOISIiKm8MPV8ZMWIEDhw4IAUh9+3bh+bNm0sBMfFvaqtWrfCvf/2rwPW8OIeAMecLxT3PEeV3Xt2nTx84Oztj7969GD9+PHbv3g2FQoFXX3210G2I1w75na/ld0MXKP57ze987ciRI7hx4wauX78OS0tLtG3bFgkJCdi1axdu3LiBCxcuwMzMTG/ir8IYcq1R0Ov++9//4p133sHJkydx/vx5/P333zh37hxWrlyJLVu2oHbt2gadjxv7eb7Yn+I++PPPPxd4XiZm3BJRxcDgKlEFUqdOHQQFBSErK0vvj3ZiYmKe2S7FE5AXg7EvDvNOSUnBgwcP4OXlhf79+0uzqt+7dw8TJ07E0qVLDQquFuXZs2f45Zdf0Lp1a/z+++967d+3b1+J1h0YGJjnMXGSo/zu0udWu3ZtAMCjR4/yPJeeno6wsDApU1X8/8mTJ9JQsILaUFD/A3k/Ay8vLwQGBiIhIQHOzs56z3322WeoXr063nvvvULfhzHvp6TEzEyxr3PL77H8uLq6wt7eHo8ePYIgCHlOasX3IZ5genh4oGnTpjh79iyUSqWUfWBpaYlGjRrhwoULSEpKgo2NDbp161aCd1e0+Ph4PHz4EL6+vhg6dKg0tO7ChQuYMmUKli9fjn79+sHLywuALkvhxYyPdevW4cGDB5g7dy5q166NkJAQZGRk5LnYefjwIQDolV/Ij7gtKyurPEPQUlJScPbs2Xwzf4iIiCqLjh07wtPTE4cOHYKPjw/Cw8Ph7+8vPe/q6gpbW1skJCTkW9bq3LlzUCqVBd4oLo7inucUxtLSEkOGDMH69esRFhaGo0ePSu+1MOK58JMnT/JkXBp6viaWdMrv/FIQBDx58gT29vZwdHQEAPTs2RPm5uY4e/Ysbt26hVatWsHa2hqdOnWCQqHAhQsXcPLkSbRp08bo0XeGCgsLQ3BwMDp16oQJEyZgwoQJUKvV0o3wzZs34+OPPzbofHzcuHEAnp+XvejRo0dQKBRSqYGCiOdr1atXlya4EgUFBeHJkyd6ZdSIqPxjzVWiCmTQoEFIS0vDb7/9pvf4mjVr8izr7u4OALh9+7be47lrUAHAgwcPMHbsWKnuo6hRo0ZwcHDQy/wUA4bFydIUJSYmQhAE1KtXTy+wmp6ejvXr1wMofAh6YY4fP653cpiVlYU1a9bA0tJSChYXpEuXLrC3t8eGDRvy1Edavnw5MjMzpVlZ+/XrBwsLC6xdu1YvaPro0SP89ddfeq8VT6perKH1999/5xnm069fPwiCgHXr1uk9fuPGDWzdulVql3jXu7As5eK8n5Jq0qQJ6tati4MHD+rVu8rOzs7zXgqiVCrRr18/hIaGYufOnXrPBQQE4NChQ/D29tYrT9G7d2/cvHkTx48flwKrANCpUyfcvHkTf/75J7p27aoXoDSk74rrzJkzmDBhArZs2aL3eLNmzWBubi4dO3379oVCocCGDRv0MscTExOxatUqXL9+Hfb29hgwYAAyMjKwcuVKvfVFR0dj06ZNsLOzQ9euXQttU9euXWFnZ4d169blqRe7YsUKzJw5E6dPny7J2yYiIirXFAoFXnvtNdy8eRPr1q2DtbU1Xn75Zel5MzMz9O3bF0+fPs1zXnz//n289dZb0iz0xSWeK4vnG8ac5xRmxIgRAIDFixfj2bNneO2114p8Tf/+/WFubo4NGzZIo2kAICoqCvv37zdou02aNIG3tzf279+Px48f6z23bds2hIWF6Z1zOzk5oU2bNjh58iSuXbsmBbGrVasGHx8fHDx4EPfu3cszysgU52vLly/HpEmTcPPmTekxc3Nzaai/+JkZcj7u6uoq1VW9cOGC3nJnz57FlStX0L59+yIDxgMHDgQALFmyRO/cMDs7G3PnzoW/vz8iIyONf9NEVOqYuUpUgUyaNAl//PEHFixYgCdPnqB58+a4evUqTpw4ARsbG71lhw4dipUrV+Krr75CWFgYqlevjpMnT+LRo0ewsLCQlmvdujU6d+6MLVu2ICkpCe3bt4dGo8Hhw4cRFhaGjz/+WFpWrB20evVqdOvWzeAaSYCuRlOdOnWwZ88e2NrawsfHB1FRUdi9e7c0EUBSUpJR/aJUKjFmzBhMmDAB9vb22LNnD+7du4d58+YVeefYwcEB8+fPx8cff4yhQ4di1KhRqFatGs6dO4fjx4+jadOm0uRMtWrVwqxZs/C///0PI0eOxLBhw5CcnIwNGzbAyclJL5jp7e2NNm3a4NKlS3j//ffRpUsXPH36FFu3bkW9evWkWkuArgbYwYMHsXTpUjx69AgdO3ZEdHQ0Nm7cCA8PD8yYMQPA83pNx48fR61atfId9l6c91NSCoUC8+fPx7Rp0/Daa69h7NixsLW1xf79+6XMBkOG8H344Ye4fPkyPvnkE1y5cgUtWrRAaGgoNm3aJA3lyr2evn37YsmSJbh16xZmz54tPd6lSxesW7cOz549w8yZM/W24erqCqVSicuXL2Pbtm0lmoBM1K9fP6hUKvz0008ICQlBs2bNkJaWhl27dkkTRwC6Wqv+/v5Yvnw5Ro0ahSFDhkAQBGzbtg0JCQlYsGABAGDKlCk4efIkli1bhocPH6JTp06IjY3Fli1bkJycjP/9739FZjE4Ojris88+w9y5c6XP393dHRcvXsShQ4fQvHlzjB07tsTvnYiIqDx77bXXsHTpUhw7dgxDhw6Fvb293vOzZ8/G33//jTlz5uDixYto0aIFwsPDsWXLFpiZmWH+/PlGbVc8V968eTOioqLwyiuvFPs8pzC+vr5o2rQp9uzZA3t7+yKTCADA09MTb7/9NpYsWYIxY8bg5ZdfRlpaGjZt2oS0tDQARZ+vmZmZ4auvvsL06dPx+uuvY8yYMfDy8sKNGzewd+9eeHp66p2TAbrSAP/9738B6E/o1LlzZ6xduxYA8lxLiOe6+/btgyAIGDZsWJHvryiTJk3CoUOHMH36dIwePRpeXl6IjIzEpk2b4ODggJEjRwIw/Hx8/vz5GDt2LKZNm4ZRo0ahYcOGePjwIbZt2wZnZ2eD9p1OnTphxIgR2LFjB0aOHInBgwfD0tIS+/btw61btzB27Nhiz7tARGWLwVWiCsTS0hLr16/Hzz//jEOHDuHgwYPw9fXFL7/8gg8++EBv2Xr16mHVqlX4+eefsWrVKmmY9MaNG6W7pYDuZGrJkiVYu3YtDh8+LE3K5Ovrix9++AFDhgyRlh0/fjyuXbuGnTt34uLFi8UKrlpYWGD16tX44YcfcOjQIWzfvh3u7u5o27YtZsyYgXHjxuHcuXP5DpkqSv/+/eHn54e1a9ciKSkJvr6+WLp0qcHtGzp0KDw8PLBq1SqsW7cOWVlZqF27Nt5//328+eabesPCpkyZAg8PD6xZswaLFi2Cs7Mz3njjDWRmZmLFihV66/3pp5+wYMECnDp1CidOnICPjw8WLlyI06dP6wVXzc3NsXr1aqxatQr79+/HiRMnUL16dfTt2xczZ86UhnE3bNgQkyZNws6dO/H111/Dy8sr35pYxXk/JSWeIC9ZsgSrVq2Cubk5evbsifHjx2POnDn51vd6UfXq1bFjxw4sW7YMJ06cwIEDB+Ds7Iy+ffvC398/z2QLvr6+8PT0RFhYmN7Jert27aRZgHv16qX3Gjs7O8yePRu//PILvvzyS3z++efo0KFDid67jY0Nfv31V6xcuRKnT5/Gvn37YGFhgWbNmuGXX37RK0vw/vvvo379+li/fj0WLVoEGxsb+Pn54bvvvpNOnm1tbbFhwwasWrVKOhYdHBzQpk0bTJ06Nc+wsYIMGzYMHh4eWL16NdatW4fMzEzUqlULb7/9NqZMmcJhZkREVOnVqlULnTt3xtmzZ6WJrHKrUaMGdu7cieXLl+PEiRPYv38/XFxc0L59e7z99tsGZ5K+aOjQoTh58iROnTqFCxcuoF+/fsU+zynKiBEjcOfOHQwePLjAmqkvevfdd+Hm5oYNGzbghx9+gIuLC4YPH47MzEz8+uuvBp2vdezYEdu2bcOyZcuwc+dOpKSkoFatWnjzzTfh7+8vlQQQicFVR0dHvXJaXbp0wdq1a9G0adM85Y46d+6Ml19+GcePH8c///yDtm3bGvT+CtOwYUNs3LgRy5cvx549exAbGwtnZ2d06tQJM2bMkEpqFed8fNeuXVi6dCmOHDmCrVu3onr16hgxYgTefvvtIhM7RF999RVatmyJrVu3YsmSJTAzM0PdunXx1VdfSRnKRFRxKARjxvcSEZUDoaGh6NOnD4YMGYIffvihrJtT5QiCgNjY2Hxnb92/fz9mz56Nb775xqAha0RERERUtM2bN+Pzzz/H9u3bDcpuTEtLg0ajgYODQ57nPv30U2zbtg3Hjx+X6oASEVHxseYqEREZrU+fPnkmPBMEQarhZWi2JREREREVLisrC5s2bULTpk0NHjb+8OFDtG3bFj///LPe48nJyTh58iSqV69e5KRYRERUOJYFICIio4gTRmzatAlvv/02unfvDo1GgxMnTuDcuXMYN24c6tevX9bNJCIiIqrQrl27ho0bNyIgIAABAQFYvny5wa/18/ODj48PVqxYgbi4ODRu3BgJCQnYtWsXYmNjsWDBgmKX5CIiIn0MrhIRkdH+/e9/o379+ti1axe+//57AECDBg3w1Vdf4fXXXy/j1hERERFVfHZ2djh37hwUCgXmzp2L3r17G/xaMzMz/Pbbb1i9ejWOHTuGHTt2wMbGBs2bN5elBj0REbHmKhEREREREREREZFRWHOViIiIiIiIiIiIyAgMrhIREREREREREREZoULUXBUEAVpt6VYvUCoVpb7Nyoz9KR/2pbzYn/Jif8qL/Skf9qW8ykN/KpUK2SZh4blmxcf+lBf7U17sT/mwL+XF/pQX+1M+5aEvi3OuWSGCq1qtgLi41FLbnrm5Ei4udkhKSoNarS217VZW7E/5sC/lxf6UF/tTXuxP+bAv5VVe+tPV1Q5mZvIEV3muWbGxP+XF/pQX+1M+7Et5sT/lxf6UT3npy+Kca7IsABEREREREREREZERGFwlIiIiIiIiIiIiMgKDq0RERERERERERERGYHCViIiIiIiIiIiIyAgMrhIREREREREREREZgcFVIiIiIiIiIiIiIiMwuEpERERERERERERkBAZXiYiIiIiIiIiIiIxgkuBqbGwsPvroI3Ts2BGtWrXC9OnT8fjxY1NsioiIiIiIiIiIiKhMmCS4OmPGDAQFBWHVqlXYsWMHrK2tMWnSJKSnp5tic0RERERERERERESlTvbgamJiIjw9PfHVV1+hefPmaNCgAd555x1ERUXh4cOHcm+OiIiIiIiIiIiIqEyYy71CJycnLFiwQPo9Li4Ov/32G2rWrImGDRvKvTkiIiIiIiIiIiIqgSy1FtdDE5Gl0ZZoPdYWSrTydIK5WdWZ5kn24Gpun376KbZt2wZLS0ssX74ctra2Rq/L3Lz0PhSznB3ArArtCKbE/pQP+1Je7E95sT/lxf6UD/tSXpW1P3muWXGxP+XF/pQX+1M+7Et5sT/lVRn688fTT7DxSqgs63q7a11M71LXqNdWxL5UCIIgmGrljx49QkZGBjZu3IhDhw5h06ZNaNq0abHXIwgCFAqFCVpIRERERFUdzzWJiIioqnt7w1Ucvh0BT2cbuDlYGbWOqKQMhCdmYFRbb3w3ornMLSy/TJq5KpYB+Prrr3Hz5k1s2LAB33zzTbHXo9UKSEpKk7t5BTIzU8LR0QZJSenQlDAdmtifcmJfyov9KS/2p7zYn/JhX8qrvPSno6ONbBkNPNes2Nif8mJ/yov9KR/2pbzYn/KqDP2ZmaUGAExs74WRrTyNWsevF4Ox+PQTpGdkIz4+1ah1lJe+LM65puzB1bi4OFy4cAEDBgyAublu9UqlEg0bNkRUVJTR61WrS79DNRptmWy3smJ/yod9KS/2p7zYn/Jif8qHfSmvytafPNes+Nif8mJ/yov9KR/2pbzYn/KqyP2p1eoGtgtawfj3kDM4XqMteT9UpL6UvYBBTEwMPvjgA1y4cEF6LDs7G3fv3kWDBg3k3hwRERERERERERGVgFg0tCSlkpQ5r9WYrABp+SR7cFWlUqF79+746quv8PfffyMgIABz5sxBUlISJk2aJPfmiIiIiIiIiIiIqATEeGhJqtArlbpXi1mwVYVJpt5auHAhOnXqhFmzZuH1119HQkICNm7ciFq1aplic0RERERERERERGQkcb77EgVXc/6vYrFV00xo5eDggM8//xyff/65KVZPREREREREREREMhHjocqSlAUQM1eFqhVdNUnmKhEREREREREREVUMggx1AcxyXsvgKhEREREREREREVUZAkpeFkCcDEtTxeoCMLhKRERERERERERUhYnx0BJUBYBZzosD49JkaFHFweAqERERERERERFRVZYTXC1ZzVXd/yEJGTh4J1KGRlUMDK4SERERERERERFVYQJKPpS/fW0X6eenVSh7lcFVIiIiIiIiIiKiKkyQoSyAu4MVxrXxAgBoq1DdVQZXiYiIiIiIiIiIqjBtzv/KEk1pBZjlRBo1AoOrREREREREREREVBXkBENLkrkKAGZK3Qo2XQ1DSqa6pK2qEBhcJSIiIiIiIiIiqsLkyjOt6WAl/Xw1JEGmtZZvDK4SERERERERERFVYWKJVGUJU1dfaeYh/aypIpUBGFwlIiIiIiIiIiKqymQsC9DS01FvnZUdg6tERERERERERERVmBgGLWFsVbZ1VCQMrhIREREREREREVVhYlkARUlTV3OpGnmrDK4SERERERERERFVaeIIfllCqzIGaCsC87JuABEREREREREREZW+xzGpWPLXUzyJTQUgb1y0ipRcZXCViIiIiIiIiIioKjpwJxLnnsZJv7s7WJV4nVUrb5XBVSIiIiIiIiIioiopW6MFAPRsWA0T2nnD191etnVXkcRVBleJiIiIiIiIiIiqsvpudmhey1GWdVWxkquc0IqIiIiIiIiIiKgq0so5kdULhCpSdJXBVSIiIiIiIiIioipIDIAqZYyuVrHEVQZXiYiIiIhK06PoFExcexlf/fEA2iqS0UFERETlk3gmoqhyIVH5MLhKRERERFSKrgQn4K+AaOy8GY7AuLSybg4RUbnyKDoV6/8OwcPolLJuClGVIN7nrWp1UuXE4CoRERERUSka0aqW9HNGtrYMW0JEVH6kZqlxIiAaY9ZdxeK/nmLmrttl3SSiKkEcRSNrcDVnZVVlgI55WTeAiIiIiKgqMVcqUbeaLQJj05CtYXCViAgAlvz1FDtvhku/R6dklWFriKoOMQCqZOqq0Zi5SkRERERUyqzMzQAAmWoGV4mIACA8KQMAYGX+PEyRkJZdVs0hqjIEyJ9eKoZpq0jiKoOrRERERESlzTIneJCtqSqXHUREhRNvNr3brZ702A8nH5VVc4iqDC0zV0uMwVUiIiIiolImBlczWRaAiAgAkJUTXK3pYIWGbnYAgDhmrhKZnHibV9aSq9K6q8ZNZAZXiYiIiIhKmaVZTuYqywIQISNbg8T0bNYgruIycr4PrSyUmNzBG8DziXaIyHQEU0xoVcVwQisiIiIiolJmZaELrq77OwQxqVkY19arjFtEVDbuRiRj+tabyFRr4Whtjk0T26CGg1VZN4vKgJi5amWuRJpSF+XRMrZKZHLiPQyFjNFVcVVV5f4IM1eJiIiIiEqZh5M1ACAgOhU/nX6CtCxNGbeIqGzcCEuUam0mZagREJVSxi2i0paYno21F4MRk5oFALAyU0pBHi2jq0QmJ2aIK5m5ajQGV4mIiIiIStmcgY3xn0E+AHS1ztRaDoemqikxQ633O0sDVD17/4nA8nOBSM25yeRkYwGznCDPo5hUvL/rNh7HpJZhC4kqN1NklypkreBa/jG4SkRERERUypxsLfCyX03pdyZnUVWj1gr47thDHL4bqfd4loYHQ1WTkqULsPu42+PTASp4OdtIpSFSszQ49zQOB+5EFrYKIjKSIAi5MlerVkBUTgyuEhERERGVgdyXMEJVKUpGlONeRDJ23AxHeFKm3uNLzzzl8VDFiB93Ky8nDM256eTjbo+1Y1qiVyM3AMxoJjKFlEw1Xl3zN44FxACAvLmmVSxOy+AqEREREVEZUCieD5pj5ipVJQ+iUvDT6ScAgOr2llg4rCmGNK0BAIhIzkRYYkaptUWtFRCelIGYlMyiFyaTEL//csdiFAoFmtVyRINqtnrLEJF8nsSm6X3fyjmhlaiq3CszL+sGEBERERFVVUoFoBGYuUpVy6cH7+NpXBoAwMnaAt0aVEMLT0fszxn6nZKpLuzlshEEAZM2XseDnEm03ulaF5M71C6VbVNuuu+//OI64jBlLb8jiWT34rmHg7WZbOuuYomrzFwlIiIiIior0ozYjBtQFRKR/DxTSpyd2tHaArVdbAAAH+65Uyrt0GgFKbAKAMvOBiI4Pr1Utk3PCVLmat5wjDInYsHgKpH8ch9Ws3s1QK+GbvJvA1Xj2GVwlYiIiIiojIiBJQYOqCqxsXieHZX7xoKquh0AIColq1SOCXU+dzWOPYg2+XZJn/gpFJq5ypKrRLLT5hx9tV1sMKq1J6wt5MtcrWoYXCUiIiIiKiPMXKWqyM7y+QX8AN/q0s9z+jaSfi6NY0KTK4DbuIY9AGD5uUCkZ2tMv3GSiIH0/IYRsywAkemIh5XSBGP4xZslVeXQlT24mpCQgM8++wzdu3dH69atMWbMGFy5ckXuzRARERERVXjMXC0froUmYP/tCJx+FAs1ZyU3OXFvXz26BSblqnFqlusKvzTqEKs1z7fRo2E16ecLT+NMvm3KK//MVd3/PCqJTCe/khxUPLIHVz/44ANcv34dCxcuxM6dO9G4cWNMmTIFT548kXtTREREREQVmpiVxdhq2QmMTcNbW2/hiyMBmL33Do5yWLjJSTU2X4im5f61tDNXx7bxkn5OyWTmaml6/jHkDfBI2f1M7yeSnZQ1borM1ZzjefetcKz/O0T+DZQzsgZXg4KCcO7cOXz++edo27Yt6tWrh08//RTu7u7Yv3+/nJsiIiIiIqrwOOS17EWmZOr9HpWcWcCSJBepxuYLjytzXeGXxjGhyQnYmSl0dWD7qHSTuWSoGVwtDYIgYMlfT7D5WhiA/IcmM7ufyHSe3+iSf91ONuYAgH/Ck7H4r6d4lphRxCsqNnM5V+bi4oJVq1ahWbNm0mMKhQIKhQJJSUklWre5eemVhzUzU+r9TyXD/pQP+1Je7E95sT/lxf6UD/tSXpW1P8vqXFMMHCjNFKXahsqkpPvki8ONn8SlYdO1MLSt7YwmNR1K2LqKpzSPcXNzpd5+b5ErgPY4Ng3NPR31Aq5y2n87Aj+f1o2uNDfTtcMmpxZstlaQ7XisrN+Zcngam4p1f4dKv5vl8z1ontNvAtiXcmN/yqsi9qfSTPf9qlTIfw7yfq8GaFbLET+dfoKMbC3UguHfqxWxL2UNrjo6OqJHjx56jx05cgRBQUGYN2+e0etVKhVwcbErafOKzdHRptS3WZmxP+XDvpQX+1Ne7E95sT/lw76UV2Xqz7I81xQvHB7EZaBJnWqcqbcEjN0nLa31k0AO343C4btRsLZQ4v6XL8nRtArJlMe4ONTb0dFG79jLzJUxOnnjdczo1QAfDfA1SRuOPohBVEoWAMCnpgNcXOzgaGele9LcTPbvhMr0nSmXsDS13u/O9tZ5+t0+5zO5EZaEb449wieDG7MvZcb+lFdF6k+76DQAgLkJvvNcXOyg8nbFqvNByMjW5vm+N0RF6ktZg6svunbtGubOnYv+/fujZ8+eRq9HqxWQlJQmX8OKYGamhKOjDZKS0qFhQfsSY3/Kh30pL/anvNif8mJ/yod9Ka/y0p+5A5MlVZbnmmLm6txd/+DSo2jMf8k0gaTKrKT7ZFxier6PZ2RrER+fWtLmVTilcYyL601JTkd8vIXec6Na18KRe1FISFfjXliiyT6D9MxsAMD7PetjTBsvxMenQpHTrj/vRMBaAYxsVStPXdjiKi/fmeVRfMLz792RrWqhf6NqeT5v25yv+ajkTGy+HIyePtXRyduJfSkD7pvyqoj9mZysG6qv1Zju7504ICExMR3xloZnrpaHvizOuabJgqvHjh3D7Nmz0bp1a/zwww8lXp9aXfodqtFoy2S7lRX7Uz7sS3mxP+XF/pQX+1M+7Et5Vbb+LKtzzTc71Mamq6EITchAeGJGperT0mbMPrnpaigWnSp44t2q/HmY8hgX62dqNEKebczu1RANq9nh6z8fIlttujaoNbo21HK0hhK6z9rJWnd5fCc8GXfCk9GspgNU7vaybK+yfWfKITNbl6ns7WyNj3o3BJD3mOtazxULhjXF4tNPEBSfjiy1ln0pM/anvCpSf2bnBC4VMN3fO/EmsjHf5xWpL01SwGDDhg1477330KtXL6xYsQJWVlam2AwRERERUYX2estamNapTlk3o0pKyVTrBVbrVbNFjwbVUK+abRm2qmrJbwIjADDPqQOoMeEkRuK6c9d0Hd7CA+90rSsFWVOzOLGVKYmfgVlBOwIAc6UC3RtUQ3UHXUyBE1sRyciEE1rl3VTlPnZlD65u2rQJX375JcaNG4eFCxfC0tJS7k0QEREREVUa4kUNYwalK/uFoYYNqtnih2FNsWpkC+kxgR+KrNQaLS4FxSNTLWZL5X9FLwbbxOxSU9Bodes2zxXYc7S2wOQOteFqq7uGZSDPtMTPt7DgqqgUYj9EVY4Y8Cxp+ZPCiOuu7F+nspYFePr0Kf773/+iX79+eOuttxATEyM9Z21tDQeHqjfbJhERERGRISr5dUe582LcziKnrlrua8wMtRY2nGRMNpuvhWHxX0+l3wsKqpkrdZ+FWmv64Gp+5fTEfYDBVdPZdSscW66FAQDMDAjsiEvwMyGSj/gVa8qbF+K6K/uRK2tw9ciRI8jOzsaff/6JP//8U++5V199Fd9++62cmyMiIiIiqvDE7L3KfuFR3ryYlSqWA8gd8Juz/y5+eq1ZqbarMotIygQAuNtbolM9V9R3y78Eg5hNqjFlcLWQIeniY9qKUeqvQlpzIQhRKVkAAA9H6yKXV1aR7Dei0iQeTwYkjxtNUUWiq7IGV/39/eHv7y/nKomIiIiIKjXpmoZRg1KVO3C3YUJrqKrbAQDsrcxRv5otnsSmISwho6yaVymJAc1XmtXE9M51C1xOKgtQKpmreaMKYiBPW9mjAWUoPVsXuZ7btyH6+7oX/QKWTyEyAfGAMmFZAGlLlfvgNcmEVkREREREZBip5mrZNqNKuRqSgAUnHwMArMyV8HG316s59+kAFQAg24TBvaqosIBmbualGVzNZ0i62DxmrppOVk7N4071XGFvVXTOF8sCEMlPWyqZqwq9bVVWsmauEhERERGRcRgzKD0rzgXiRlgSAMDFxiLP8xY5NT9fnPSKSqawgGZupVIWIJ8JrURi5qqGB6VJCIIgTWpmmV/R23xIZQFM1iqiqkfKWzVlcPWFbVVWDK4SEREREZUhBYMGpS4jZ0jy8BYeGNGyVp7nzc10n0m2CWerr4oKq3Oa2/OyAKYLbotZscpCgqsv1uUleeTOSLYyNyy4KgZ/1DwmiWSRlJGNO+HJAEw8oZUUXa3cxy7LAhARERERlSFTXtRQ/sShxT0bVkNDN7s8z4vZdMxclVe5KguQs+rCygIwjmcaYtYqYHjmqvgpzdv9DzLVGhO0iqhq+eTgfaz7OwQAYGbgcWiMqpK5yuAqEREREVF5UMmzOsqT50Mh8w/yWZiZPrhXlcSkZGL+4fu4GpIIIP+h+LmZ51zox6dl4+czTxGTkil7m7SFTWiV89ij6BSkZqll33ZVlpyhxvGAaOl38VgrSse6rtLPZx/Hyd4uoqomMln3verjbo/xbbxMtyFpJIDpNlEeMLhKRERERFSGOKFV6RMzVwuK8Zkzc1VWxwJicOhuFGJSswAAbnaWhS7vZK2rXpeapcHvl0Ow/Wa4rO2JSc1CUkY2gPyDq2Lw95cLwZi587as267qFpx8hK+OPgQA2FgoC7zB8aKRrWrBMWe/+PTgPZO1j6iqEIOds3rWR5f6roUvXALMXCUiIiIiIpOrIuXIypXnMyTnH9ixNHs+uzGzV0tOHAbevJYjFgxrih4N3Qpd3svZBl8O8kXzWo4AgPQs+YaBH7wTiZdWXJSG/OeXRTuiZS3Uc7UFADxLypBt2wREp+gC7A3cbDGzR/1ivXZKpzoACj5uichwQk6409SHk/gVW9lrWDO4SkRERERUljihVakTL/IKuqi0yFV/btRvV3DsQXT+C5JBxEzhuq426N6gWpE1VwFgYGN3tPF20nu9HO5FJuv9bm+Vd47n3o3c8OVgXwC86SE3sTsnt6+N4S3yTiZXmF6N3PTWQUTGk24ymrjyu4JlAYiIiIiIyNSYuVr6irqotDJXwsPRCgAQHJ+OfbcjSqtplc7JhzFYdjYQQPEzDk15yW9trsTPI5rB2cai0G3zsJRXUTc2CiO+Rs5gO1FVVZJj0ajtlc5mygyDq0REREREZUi8rsnWaJGSyclzSkNRF5VKhQKbJrbB9JxhyBqWBjBKRrYG/7fvrvS7IRmrehTPyzPIRYzLjW3jiQ51XApcTillW/Gzl1NRk8kVRsmIN5FsxO9VY47F4nh+2FbuA5fBVSIiIiKiMiRe19yPSsGA5RfyDFsm+RVVcxXQDRev7WKjW740GlUJZb0wIZi1uVmxXi9erMoZ4JTWVFRAQaoTKNumCbkCOka9Wgy280MhKinxKCruPa/iUlSR71IGV4mIiIiIylBTD0d4OllDASBLI+BBZEpZN6nSE4N1RV1UPr8orORXhSaSO+P3teYeeL2VR7FeL/W/nI0S123g8/zkZWbgsZcfpQn3B6Kq5vkIDlNnrlaNCegYXCUiIiIiKkNudpbYM7U9ejSsBoBZWaXB0OGQ4jB2VgUwjiZXluLcfo3g6WRTrNebYiIUQwPlDKybhsGZw/lgfWoi+ZQsi7wYqkjmat6pEYmIiIiIqNSJgSRNJb8AKQ+0Bmeusu5mSWhzrt6VRo47NUWtPqnmZxHLiZOd8ZOXR7ZGi41XQnEjLAmAcQEdHo9E8jF0BEdJPc84r9zHLTNXiYiIiCqIlEw1/nociyw1K0BWRmbiTNhMkzQZtUaLqyEJyMw5horKXBUvljQ85Iyiybl4Nzc2uCrNDi9Xi/Kuu+AFdP8xjiePy8EJWHo2UPrdmF0i9/7wMDoFan5XEhmtJJPLFYdYFuBhdKpJt1PWGFwlIiIiqgC0goB/7fwHH+65g203npV1c8gElFLmKgMGpvLTX0/hv+0WEjPUAIqevV7KlKvkGTemItZcNTYzSmnCoqtF1QEUn2WZDnmkZWleeKT4O4WZ4nk28dh11/DvA/dK3jCiKqrUygLkWHTqSSltqWwwuEpERERUAey48Qz/hOtmkb8aklC2jSGTEIdOM5ZjGqEJ6TgREA0AcLe3xADf6qjnalvoa8xyrpaYIGec58HVkl2+yxngNHRVYmA9NUuDQ3cjZdt+VfXiUP7q9pbFXoeLrQUGN/OAk7WuuuHjmMqdCUdkSs/LApg2vDqhnRcA40cwVBSsuUpERERUzqm1An69FCL9HhDF2eQrI6ksAKOrsngck4rzT+MAADGpWdh0NUx6zr9LXQzxq1nkOljj0Xg7bz7Dur9DARh/Ua3MlakoFykLuYgmuecK/s0//AA9GlaDnSUvn42V+xBaNaoFGtewL/Y6FAoFlo5rjZP/PMPkjddZFoCoBJ5P7Gja7XSq6wJAdy4rCILJyxCUFf51ICIiIirnTgREIyY1C2YK3WRHUSlZiEzORA0Hq7JuGslIKgvAgIEs5h24hyexafk+Z25m2MWdGBPkZ1J8264/w7PEDABAbRcbo9bxfEIr+QgGDoW1tjDD14N98e+D9wEA+25HYkxrTxlbUrWIn2G72s5o5eVUonVZ5By/DK4SGU+8aWjqWKeF2fMB89kaAZbmlTO4yrIAREREROXcg5xM1f6+7vDzcAAAXAlOKMMWkSmIZQEYL5CHWFe1bW1ntPHWD+a42xt2Y4IzxhtPDHx93Kchlr3e3Kh1SCVXTZA5bEhAoWdDN+nn5Ixs2dtQlWhlnJlczIRmcJWo+DRaAQFRzyeEU5q46mrukQsH7kSYdFtliZmrREREROXcvUhdcLW1lxNsLc1wOzwZAdEpGIwaZdwykpMZJ7SSlRiQm9WjPlTu9lBrtLgQGA8rcyVaG5g5JwbgniVm4Pvjj/B217qwt+IllCHEbF+Vuz2sLcyMWsfzsgyyNev5DNkGBBQszZV4vWUtbL/xjDc9ZGJIvxfFPCcTLiNbg6shCWjp6VTk5HREpPPfPwOw7/bzOtKmzly1NH+e0/nb5RC81qKWaTdYRpi5SkRERFTOhSfphtbWcbVFS09dUOhGWFJZNolMQIwNaBnFkZV44WhupkS3BtXQvo6LwTXfXO10dTdTszTYduMZzj6JM1UzKx0xU9HACgz5El8qax3iYq5KPC55VJaM8DyqXWJWOcGa1CwN/LfdwtbrYUW8gohET3PK5ThZm6NbfVd4ORtXtsVQSoUCXw3yBVC5J+xkcJWIiIioHMvI1iA8KRMAUMvJGip3OwDAk5hUZKm1Zdk0kpmZVBagEl99lKLntTWNj+Y0dLPDj6/6oX41WwDgMVcMYuZqSTIKTZFRJU5oVdx1c1KzkpGzLICnkzVea+6Bajk3PyKTM0u+UqIqQrx/+9lAHyx81a9Usr69cupuV+ZvUQZXiYiIiMqxwLg0aLQCXGws4G5vibqutnCxsUCGWivVYqXKQSGVBSjjhlQSUjeW8LqxS31X1HKyzlknPxxDifuxsgQRUvGYKMtkbmU5aENlUJxyDEVRKBSY268RhvrpSuPwsyEynJw3OgwlTU5YiW9SMbhKREREVI5F5GSt1nS0gkKhgFKheJ69Gptalk0jmbEsgLwEGS8gn18YlnxdVYWYuaosSeZqzv+yVgWQMpoNbIM0qZZ8bahKBEHArN238d+jAQDkzUaWgu/8ziQqlCAIyFJr9SaBM7Q8jhxKcVNlhtXYiYgoX49iUnE1OAFD/GrC1tK4iSiIqOQConXZqfVyhiUDQAM3O1wKSsCjmLSyahaZACe0Mg25MuWAyj2kUW5idpR5Ca6qxbjssYBofJLVCHaWxl++qrUC1l4Mwo2wxGK2Iee41ArQCkKJMnGrotQsjV6t4qY1HWRbt5gpxlIqRAXTaAVM3nQd9yJTYGWuRGZOeZsyyVwtvU2WOmauEhFRHoFxaZi6+QZ+OPkYcw/clbJPiKj0hSToJrNqUM1OeqyBm+7nB5HJZdImMg2lksOP5STj/DlV4sJQbnJkrtpbPQ+mHg+IKVF7boYl4pcLwdJ3qqONhUGvE1u/8Woo+i+7wBEDxZQ78HlwegdM7VRHtnWL+xaPS6KCxaZm4V6k7kZ9Zq664UpZ/joaRrzJWZnvgzC4SkREetKyNPhwzx2kZmkAAOefxmPXrfAybhVR1RWWkA5AVxZA1KKWIwDgdkQyb35UImYsCyArOWcnZ7Ji8T2f0Mr4dfRu5Cb9fCkwvkTtSc/Wnde421tibr9GGNTY3aDXtfB0gnlOEC8xQ41bYUklakdVo801B5ybvaWs6xbj9jtvhiMiKUPWdRNVFuoCzilK9e+aWF6lFDdZ2hhcJSIiPWsuBiM4Ph3u9paY3MEbAPDzX0+RmqUu45YRVT2CICAgWpcl5eNuLz3u5WwDc6UC2RoB4bygrDSULAsgi4ikDHx66D6SM3V/t2S9fuRnYzAxY9GsBFfw1hZmGNasJgDg6INohCWml6A9uv+r21vhteYesLYwrORRj4bVcPLdzuha3xUAj8/iUufqL7lLKqiqP/+7OO/AfVnXTVRZZGt0dzjMlArY5Sr15mon782OwnBCKyIiqlIEQcCR+1EAgJk96uOtznXh5WyNtGwNzj6OK+LVRCS3hPRsZKq1UADSbOWA7gS5cQ1d3bpbz5hFVVmIQ1xTMtVIyxk9QMV3+F4U/rgXJf0u56QdlfeyUH7PM1dL1v8jWtSSfo5LzTZ6PeI1vTHNsbYwg7W57tKZowWKR8zENzNBlly3BtXQuZ4LAOCf8CRmrxLlIzvnGHS0Msdh/474cpAvfh7eDA3d7Ip4pXyqwugPBleJiEhyMSgekcmZsLM0Q/cG1WCmVKBHA92QvNOPY8u4dURVz5NY3YRVNRysYPHC2NoGbroJroLiOKlVZSFm+B25H42BKy4wUGCkrFw15QCZaq4qKn+9ODkJggCNFMws2SfgU8NeurlUku4XM6aMDbaLQeKChthS/qQMZhPNnjOvn0r6OS2bN6WIcvvyyAO8uek6AMDCTAEbCzMMbOyODnVdSrUdrLlKRERVyrEH0QCAlxq7S8Pleqt0wdWLgfF6RdCJyPTEwGnD6nmzCxrX0A2HvBXOSa0qiw51XeCWM0wvPVuLpwycy0KOjBlOaFU8ueOPcgTV5BhSKp7BGNscse4qM1eLRyyjIHdJAFENByu42uomJ+NnQ6Tv4N0opGfrvv3EEU9lgjVXiYioqkjP1uDkQ112aq9cE0g0qemA6vaWSM5U42pIQhm1jqhqikrJAqC7eHxRo5xac09j0yp1DauqpGlNBxz27yjV1+XHapzc3ebn4YCajtYFLmsoMS7Ez8QwuWeIL0nNVZEccTm5MlcZwCsecUIrU2WuAs8D3xcD40tUl5eoshG/99aOaYn/vdKkzNrBmqtE5ZQgCAiMS4Nawyw6IrncjUhGcqYabnaWaOPtLD1urlRIkzgcD4guo9YRVU1iWQAvZ5s8zzWsbgcLMwViU7PwjMPHKxVmSZaM2G8jW9bCr2NbSYGXkni+Bn4qhsgdgJQzc7UktCWouQo8fx9/3I/CpquhMrSo8rsbkYwdN58BMF3mKgCpbM7iv57ijQ3XeY1IlEOMZXo4WZv0GCwKa64SlVO/XAjC679ewdQtN1mPjEgmN8ISAQAtPB3zXAhJdVcfxVbqO45E5U1ogi4Dp3412zzP2ViYwSMnIy88MbNU20Wm9TxLkt+3RpEyFOVcaeWvFyeXUw9jMPK3K9LvciYslqT/S5q56mqrK9nxOCYNi049QUKa8ZNrVRVz9t/FpqthAAAbC9OFHqZ1qoNWno4AgMQMNTJYxooIwPPbgWUd25RqrpZxO0yJwVWqcELi07H2YjAA4E5EMiZvuoGYFF5UEpVUYJwuiJNfPZ52tZ1hplQgMUONsETe0CAqDYIgICpZ9/fN3T5vWQAA8M7JaH0Uk1pq7SLT4+RJ5Y+iCtSLk8uR+9EIT9J9d3k5W8PSvOSXnNIxUYJ1SJmrRr5+fFsvfNpfJc16n6Hm5ElFScpQAwD6qqpjXn9VEUsbb3DTGlgxqoX0u1rDI5Uot7LOHH1eFqBMm2FSDK5ShbPxaig0AlDX1QZeztaISc3ChithZd0sogrvboRuUpz8MuQszZVo7qELul4Kii/VdhFVVTGpWUjMUEOp0AUo8tOkpq4256NoBlcrE5YFKBlT9Jv4mWgr85WhbHR99EZ7b2ye2EbWoahCCT5dbQknVrK3MsfQZjVhnjMEnaVXiyYeLjO61UWXeq4m3ZZSoZCypNVaZq4S5R79UtaZq88ntKq8X5wmD66uXLkSEyZMMPVmqIqIScnEwTuRAIA5fRvhg54NAAAH7kQgi8M/iIyWqdYiJF6Xuernkf9Mki08nQAAN8KSSq1dRFVZcM4x6elkDWsLs3yX8XTSZa4GJ3ACj8qEZQFKRuw2Y4d/50dc1aJTT5CWxYzFwoh7rbu9VYHfXcUlxyf5fL8o2XrECboYaC+a1iQlOgom1ldWM/JNpBfGVJRxeJWZqyW0ceNG/Pjjj6bcBFUxR+5HI0Otha+7PVp7OaFzPVe421siMUONP+5HlXXziCqsgKgUCACcrM3hbGOR7zId6rgAAK6HJpZiy4iqrmc5JThqORU807lvDV3m6r2IZAbiKhEF63vKQs5LyXa1naWfV54PlHHNlY8p99uSrLukmasi8eWM3xXteb3H0gnsmCt14Y31f4ciMGdCSKKqStCPrpYpOW92llcmCa5GRkbC398fP/zwA+rWrWuKTVAVdfZpHADg5aY1oFAoYKZUYFhzDwDAmcexZdk0ogrtTk5JgOa1HAv84+dbwx7mSgUikzMRFMcTViJTC8+ZsFGctCo/tV1soACQodYijpOrVBqs71kypui3V5p5SOU5xAl6qHByXkvLsS7ZMldzsiM/O3S/hC2qOkorruJgbQ4A2HbjGRadflw6GyUqp8pRbLXMt18azE2x0jt37sDCwgL79u3D0qVLERZW8hMQcxkKoRvKLKeOjvg/lYxc/ZmcqcaNnIy5TvVdpX2ie8NqWHU+CFeCEwDl8zuWlRH3TXmxP597knN336eGQ4Hft87mlmjq4YCbYUm4E5mMBu72es+zP+XF/pRPRe3LyOQsAICns02Bx6W5uRLeLjYIjk9HQEwquhWS5SqXitqfRSlP55pi3UCFUlGq7aqoXuxPMZCjlLn/vhjsizc33oBSUbr7S2kr8TGe0/9mMva/eOPX2M90y9VQ/PkgWpZ21Xaxwe3wZIQlZhi0nsr6nWkIMVvY3Fwpy75QVF9+9bIv1v8dir8exSI1S1Opj1M5VOV90xTKW38KmudlEy0s5DkGjSVuW4Bhfz/LW18awiTB1d69e6N3796yrU+pVMDFxU629RnK0dGm1LdZmZW0P6/fj4RaK8DLxQZtGrlLj3dysoWzrQUS0rIRlJyNtnVNWyy9POC+KS/2J/A0p7Zjq3rVCv2+7eHjjpthSbgckoQ3ujfMdxn2p7zYn/KpaH35LFk323ajWk6FHpfNvJ0RHJ+OqHR1qZ4vVbT+LEx5O9e0tNCdotvZWZVJuyoqsT+trS0BADbWFrL2n5/58/qhVeFzMfYYF/dfWxn3X3ESKXsH62KvMzg2Dd8deyT9Xs2x+OvI7edxbdDzh1NISM/GvnvReKNzXYNeV5m+M4vLxdkWLk7yvf+C+rKfix0Ec3P89SgWSjNllThO5VCV901TKC/9mXtOGmdnOzgVUPqtNCRrn+euFue4LC99aQiTBFflptUKSEoqvSGoZmZKODraICkpHRoNJ0kqKbn68/jtCABAxzouiI/XnxW5tZcTTgTE4NTdCDRwsipRe8sz7pvyYn/qpGdrcPeZLivc0848z/GVW4ucmckvPI5BXFyKXgkB9qe82J/yqYh9KQgC7uQcl152FoUel+62upPlOyEJhS4nl/LSn46ONrJlNJS3c021RjdhUkpKRql8phXdi/2ZkaHL+s7MzJa1/xJTdDc8BAGV+nMp6TGela0GAKSlZcrWT2I7kpOLf0yEx6QAAGwslJjWuS4GNXEvUbustM8nNNtxJQRDG1cvdPny8p1ZFrQ5hWmTEtNhrS35ezekL9PTdMdpVramUh+ncqjK+6YplLf+zB1cTUxMgzaj7MJ/SUm6RB6tIBh0XJaXvizOuWaFCK4CgLoMZoLXaLRlst3KqqT9eTdcN0N505r2edbT2lMXXL0RmlglPjPum/Kq6v35JCoVWRoBzjYWqOVgVWhf+Fa3h5W5EnFp2bj9LAmNazjkWaaq96fc2J/yqUh9mZiejfRsXVtrFnFc+tXUHYdXQxJK9f1VpP40RLk618wplKbWCJWqj01N7E+NRteBWq28n6u4XgFls7+UNmOPcTGgJmjl33/V6uK3KTtneVtLc0xo6yWtx1jmCgW+G9IYH++/h+xitCe//sxSa3EtNAHZGgFNajqgmp2l0e0qj8Saj3L/vShsfULOw1oT7H+VVWX7e17Wykt/Zudqg0athdqs7Nok/f0Uivf9W1760hAVJrhKVZtGK+B+lO6uc37BHFVO7ce7EcnQCkKJZwElqkoicoYe13SwKnImR0tzJTrVdcGpR7G48DQ+3+ORiEouOKdUh6utBayKqE3V2ssJSoXuNRFJGahZyARYVDGINVcFU067XolJM5TzdLDSKNEkbzkvUsq4P9hb6S6js0qYUbX4ryfYev0ZAMDL2Rq7p7QvcdvKi+QMNbTSJGKldzCKm0rN0hS+IFEll/scoqz/Hpb19ktDxakOS1XajbBEpGdrYWdphrqutnme9/NwgIWZAnFp2dLsykRkmIBo3Y2L+m55j638tK/jAgA4+yTWZG0iquoex+iGTKlemDguP/ZW5miSk73612Mel5VCzlUIY6slI/e1XFW4OJSTnN2lKMHahJzoqpztscgZJqrWluwgDU/KlH4OTcjA6N+vIDols5BXVAznn8ah99Lz0u/mcka2iyBuKjg+HUfvR5XadonKE0EQcDUkUfq9JN+hchC3XplvGjO4ShXCjTDdF0P7Oi4wy+ePs4WZEvWr6Qoj33qWVKptI6roniXqbkjkd+MiP53q6oKr9yJTkJiebbJ2EVVlUTkX1x6OhtUR79XQDQBwITDeZG2i0iNdhJRpKyouU127MbZqGJNeOxuxblM0x9JMtzdklWC4anq2BunZ+tmVj2PS8O8D90rUtvLgclCC9POgJu5wLsWJdHxy3ZT898H7CIwrvXraROXFluvP8P7u2wB0f7vyi6GUhcp8XsPgKlUIV4ITAAAd6zgXuEwrLycAwJ3w5FJoEVHlEZYTXK3hYFgQx9PJGnVdbaDWCrgSkmDClhFVXY9jdBeD3s6GzZLauZ4rAOBiYDwysjkUsqITr4G0lTjDw5SkTEUTXktW5uwb2cj4AYiruvksUbopbCitVBZAvvaY52SuZhuZuXo3Ihn9ll3A3znXOJ8P9EGXnO/xqJQsWdpYlsRjcFSrWvjPS76lum0XW0v88EpT6feLvOlIVVBQrpsK73WvV2SJKVNTVIEROSbv4W+//Rbr16839WaoEkvP1kjZqM09nQpcrknOLObXQhMLXIaI8grIqWesql708GNA98dRDOQcexBjsnYRVWVB8bqT4obV7QxavoGbLdztLaHWCryQrATKevhe5SFvP+b+XCrx9WGJmaJvxGHlv1wIxsQN16AuTq1TQf5gu6VYFsDImqv3IpORmZP16mZniRaejnirSx0AQHY5mGW8pMQAipW5WZlsv0fDamidk3hT0tINRBWReAxO71wHE9p5l21jUDVG5DBzlcq9+5EpyNIIcLW1QINqBQ9bFoeAsOYqkeFSs9RSwf9aToZPgtPPpzoA4K/HMcySI5KZIAiIzJlozt3esIxyhUKB7g2qAQA2XAmFhheTFZs0oVXZNqOiyVJrMXPXP9h3OwKACTJXGfMuFjm7a2I7b7So5QgASMxQI6MYw/GlCc5kbI+FWBbAyECo+LI+Kjcc9u8IL2cbWCjzr+N6KSge//njAb488qDClD8T30FZjkT2ctad11aGYDVRcZmi1nRJiH+PNVoBDyJTyrYxJmJe1g0gKsr5p3EAgHa1nQudabKWozWUCiAlU4PolExUN/CClKgqC4zVZcc521jA1tLw7IKmNR3g4WiF8KRMnHoUi4GN3U3VRKIqJzwpEymZGpgrFQaXBQCAUa09cfBuJG4+S8Liv55gVs8GJmwlmRLLAhjnQVQKzj99nrnt7Wz4TcPiEgSUn6vWcsYUJRP6+lRHz0Zu6LToDID8sxFPP4rBiYcxeBKTBi9nG9hbmeGVZjWx8UoYAHlnrBcntErP1uLlVZfw7/6N0Kmuq8GvF4/t3KUKzHMCtqlZGhy6GwlPJ2tsufYMxwKipWXCEjOwYmQLOd6CSQkmyBYuLvMCgtVEVYH4NVxeJmK0sXh+nTl+wzW42Vni17EtUdPRdH+nSxszV6ncux2uu0Pb1tu50OWsLcykSa3uV9K7IURye5pTj6eRgUOPRQqFAv19dQHVPx9EF7E0ERWHWE/Q08kalsWokVXX1RafDfABAGy6GoZdt8JN0j4yPXH4OUMCxSNmbFe3t8TmN9pgqF9NWdef+xqVn03R5L6mN8u1wtw3HrSCgHuRyZi99y4O3Y3C/agUHAuIxp5/IjB50w0pOGlslml+XG0t4G5vCQCITM7E8YDilUl6Hlx9/pgYfMhUazH/8ANM3XJTL7AKABnZFSMLUwrslGEbxOxiBlepKnqesV8+oqv2VuaY26+R9HtMaha236hc56kMrlK5ptYKuBuhC5T65QwFKow4/CO0mIXuKX8RSRn45s+H+GjvHfxxL0qqDUWVR3TOpAnuBk5mldsAX11pgEtB8YhLq/iTLxCVF2J5G2OOy74+1TGpva621jd/PsSRe1Gyto1Kh5hp8sOJR1h48nHZNqYCsjZXoqGbnayZimQ4U4WyFArF86zuXAGzleeDMHHD9SJfb+jEnYawMFNix5vtMLaNJwAUuxSLuHzuGbxrOFjh7S51Uc+14DJoFSWbXQrslOExKPatsXVxiSqD8vRn8LXmHjjzry5wtbUAAGSqK1dpOQZXK5nA2DR8dug+lp8LrBT1ZW6GJSItWwMXG4tCTzREqpy6q3cjkk3dtErvclA8xq67hl23wnHqUSw+PXQfs3bf5uy4lYxY17G6nWWxX9vQzQ6+7vbIVGtx4Hak3E0jqrKe5pTrMOTvXn7e6VoXw1t4AAA+/+OBNGkdVRzi+Ux6thYH7vD71VBaaSiyaa4m9VbL86EimeJjEIfRa3J1/5OYVACQZsNWABjewgO+7vbwcrZGXVcbfDpAhe+HNpG1LTYWZlJd7OJmR0rB1Rc66c2OtTG5Y8GTz1SU3U4qC1CGbWBZAKrSyulub21hhmHNdeeoFeX7zFCsuVqJ/PkgGv/544GUXRgSn44vBvlKs2tWRGLR9pZeTnp3dgtSP2fCq7CEdJO2q7JLTM/GJwfvIzlTjcY17NHS0wmbr4Xh7+AEXAtNRJsiSjRQxfE454KkoVvxygIAuovXES098NXRh9h0LQzj25f9TJRElUFUiu6mh0cxJpnLTaFQ4KPeDRGZnImzT+Iw78A9bJzYRgo8UPnn37kO2nk74+3tt6RJKahoppi4KLfcwyv5qZQNM6UCaq0ArSAgU63FxcB4hOWMWJvbtxEG+FZHpkYLO8vSucw1l7Iji7dHiPE+ZT7XNwN83eHhYI2kTDVsLJSISs5CVEomlp0NrICZq2XXBqksQDE/G6LKoDyfO4hno+W3hcbhWXYlse92BP594B4y1Vqp/s+fD6Lx+eH7FTrT8O/gBAC6yawMUScny+dRTCrvUpbAwlOPEZ+ejfrVbPHL6Jb4oFcDvJZzh2nl+aAybh3JKT4tGwDgZl/8zFUAeKlxDbjbWyI2NQsnAlh7lUgOsTnHpThsyhhmSgXmD/BBNTtLBMWn479/BsjVPCoFCoXCqLIQVZ2QzyRBVHZMUetPjEVmqrVYdOoxZu+9g4fRuhvFtpZmMDdTllpgFXg+CZWmGNdbv14KxvJzgQDyZq4Cuv23pZcTujeohna1XTC4aQ00qekgbae4JQjKwvPJdMruWBQD39naij+ak6i4ykPd44KIXwsV5WaRoRhcrQSOB0TjqyMBEKCrY7FvWgf88EoTmCsVOHI/GkvPBpZ1E42SqdZKk1k19yi63iqgy1y1MlciPVuLyGTWXTXGpaB4HLobBaUCmNevkZTp9GbH2jBTANdDE/FPTkYxVXwJ6bogjrONcUEcS3MlXmmmmzBk1fmgSlGOhKisBeVMNOflbFOi9TjbWuCzASoAwKG7USyZU8GIF0SV7NrDpLQmTl3NHSfi51IwwYSfgziS7fVfr2DnzeeTobzU2B0d6rjIv8Gi2pOzU9wMS8TXRwOQkV14DcHULDWW5bo2M3SAobjc45g0dF98Fkfvl+962mLWXNlOaJVTFoCZq1QFlYe6xwUpL5NsyY3B1QouI1uDBScfQwAwrFlNzOnbEGZKBXo0dMO8nNnYfr8cgrUXgytcJufjmFSkZ2vhZG0OlbthQ5aVCoVUrD48MdOUzauUtIKABTkTZ7za3AMtPJ2k52o4WGFgY93s8NtuPCuT9pG8EtKzkZihBqCbWdlYo1t7wsHKHE9j07DjaqhczSOqkrI1WmmiudouJQuuAkDneq7S5HNLzzwt8fqIyjMxqFcaFbEq1ll15fFipqebnSU2TmiNLwb5wtbSrNTbUz3nuiMuLRt7/omQRt0VJCvX5LBmSoXBpbYauNlJN8KzNAIuBcUb1d7SopUyV8uuDWLm6sG7kRj56xUk55zzElUl5TKMmdOoynaTksHVfEQlZ+JJdMWY/GH7jWeITsmCh6MVPuzVQO/OxBC/mvDvUgcAsPxcIAYuv4C3t93E75dDKsRwkss5Jw3NajkW645LLUddjTpxtmUy3P7bEXgamwY7SzPM6Fovz/PDW9QCAJx6GCNlPFLFFZFzjLjZWcLR2vjhx47WFpjaqTYA4Ls/7iMpg/sGkbHEUh1mSgUcreUZ2vp217owUypwOThBqmVO5V85TDYp91gWoHwwZdbiq8094GprgWp2lnivWz0c9u8oTQBXFjrVdcGPr/lJN8OKGsGTrXneN6ff64K+PtUN2o6rrSUOvdUBUzrqzrfKfVBCGpJcdseibw17mCkV0ArA07g03I3k6A2qOsrzV4Q0Mqdct7L4GFzNh/+Wmxi0+Azi0rLKuimFuhqSIA35n9qxDqwt8t6tfbNDbbzXrR6crM2RmKHGlZBE/HzmKb448qDcB1jvReoC3C1qGVYSQFTTMSdzlcHVYslSa7H2UggAYErH2nDI56Lez8MBDd3skKHW4si98j0ciYomBshdSlDXUTSiRS00cLNFQlo2Vp1jXV4iY4XkTMhYw95StgCRp5MNXsoZebDxCrPLK5pyH0QpR0zdVfplAfjBlIUZ3erhyNud8Id/R0wsBxNpKhUKdKnnCjc73Qigoi6vxPqfVubKYk8yaGGmhE3O9V553/ukAHsZ3udo4+2Mo293RL2cCY8rW31HokIJZX8MFkTBzNUqRAFkZGtxJ7z83t0KTUjHR3vvQqMV0LuRG172q5HvcgqFAhPbe+PQWx3x+7hWmN6pDswUutprS/4q38MDr4cmAgBaeTkVsaS+Wk5i5irLAhTHyYcxeJaYAVdbC4xoWSvfZRQKBYbm1Nc8eDeSFxYVXFxOhpyTkfVWc7M0V2JWrwYAgG3XwxCVzOOPyBjB8brgat2ci0G5jGql+14//zSuyJqAVL5UhMyO1Cw1AmPTpBERZUVbipmrl4LikZLJYcb5EcrBkPDSJpaiKCqAJ9b/FCfCMnY75f0cvLxMpuNobQHrnCB2eU8sIpJTed7bxYz28txGYzC4mo/mOZmSlwLLZy2bjGwNZu2+jeRMNZrWdMDnL/kUeRJpaa5Ek5oOmNa5Dua/5AMA2HnzWbk9KYxIykB8ejYUABpVL95QH2auGufA3UgAwLDmHtJd8fwM8K0OK3Ml7kWm4HpYYmk1T096tgZqTpxUYo9jdLPr1pGhriMAdKlfDe3quiBbI2Dl+UBZ1klU1YijZsQsKLn4uNvDy9kaGWot/uDIgwqhogSmUjLVGPrLZbz+2xUM+eUytpdhXXZTB3Ry1/ucvfcuPth920Rbqtgq2wWzIcQSZkXFPLNzAnwWypJdhpf3PhbP0svDZDpi7VUGV6kqKg/H4IsUz+sCVCoMruajdU5h8VtlFDgqypK/niIwLh1udpb4bmiTQgNh+Rno64561WyRodZiy7UwE7WyZMSacI1rOhS7OP3zmqvMnDNUUFwaLgbGQ6kAXm6Sfxa0yNXWUpoc5dCd0r9A330rHH2XnsewNX9j181nehMDUPHEpuqCOB45x4wc5rzkC0CXHR+Sk4FHRIaLzMn6lju4qlAoMNRPN/LgxMMYWddNpiFldpTzi4+wxAwk5Zoo5n/HH+HLIw/K5Cbo89mRTbN+awszTGznLd2U5Llm/uJyzi8q64zQ+ZEyV4uIFojHhfGZq7rXlfs4oZRFXsbtgK6GOVB4cFUrCOU+G5ioOMpL9nhhKsLInOJgcDUfHeo4AwBuhycjLat8DZ27EBgnzdQ+f6AKNXJmqCwOhUKBSTk1inbfCi+y8HpZuBOhK8mgqm5X7NfWzAkURSZn8g6lgQ7lZK12qOMCbwOyGF9qrAvAHn8YjdSs0st+PnQ3Ev/98yGyNAIikzPxzbFHGLTyIpadfcphrkZISNd9di4ylAUQtanjik51XaDWClhzkbVXiYorMDYNgPxlAQCgV0M3ALoJI1m6o+Io72cymfnc5Nx3O1I6lytNglRjznSXk+91r4cvBuluJJb3z6a0pWapMXzt3wiITi3rppQ6MZD846knCIxLK3A5tZS5atw+qqgoZQHKugG5iMFVda7rwmyNFkfvR2Hsuqt4acVFdFh4Bu0XnkHXn87i10vBZdVUItmUp2PwRUoDM/0rGgZX81HD0RoeTtYQ8LzuZ2nSCgIO3onE2HVX8f6u21L215PYVHx68D4AXe20jnVdjd5GX1V1uNpaIColCycCyl8Gi1jvtrV38eqtArpsH3OlAhqtgOgUXjwWRRAE7L+jC66+3LTwrFVRKy8neDtbIyVTU2oTW2Vka/DDiccAgFea1cQHvRqgur0lEjPU+PVSCKZvvYkYft7FIpbOcLWTL7gKADO61wMAHL4XhUdV8AJLJAgCwpMykJCWXe4vgsqzRzGp2H0rHD+feYpFpx4jNKFyZ0THiBnlDvJllIvqVrNF05oO0Ai6epFUvpXDkXz5ylTrbm7Wc7XF8tebw91el3WtLoMb3OImTZ0tV1HqXpa2K8EJUt1ooPjzJlRkdla6kXZxadl4/dcrSMyZNPRF2VLNVeMuww0tP1DWntfdLfsvMrGcx55/InD6USwA4Oj9aPz74H08jE6V/u4CuptF5fHamKi4hPI8oVXO/+Uvxa9k8k4HTgCATg2qYde1MNyPSkaX+sYHMYtLKwj4cM8dnH0SBwB4GJ2Kv4Pj0dTDUQr0NqnpgHe71SvRdizNlRjiVxO/Xw7B2adxGJAzi3B5kJGtwb1IXXDVx7149VYB3d3JGg5WCEvMQHhSppTJSvn7JzwZ0SlZsLFQonuDaga9xkypwKvNPbD4r6fYdzsSrzb3MPnJ08G7kUjOVKOWkzXm9m0EM6UCI1vWwulHMfjvnw9xLzIF7+z4B5smtpFqK1HBBEFAUM4FUAO34meIF6aphyN6NqyGU49iseZiEL4Z0kTW9VcEGq2Ar44G4EDOjQtvZ2t8O6QJVEZ8p1VFgiDg6P1obLwainuRKXrP7bkVgbn9GmFgOfq7JRdBEBCbqrsgd7GV96aHqG1tZ9yJSMa10EQMySkTQOVTRflLJmauWlso0ba2M+yszIGUrDKZmVu6mDTxdirrZBwllTugfuH9rkYHECsi/y51EZqQgQdRur9ZcWnZeSYMTc1U425ORrex56oVpVShthyVBRA/h7+DE3A3Ihmn3uuSqzSWFZp5OOKdbnVxJzwZ/z54v0y+u0RqjRZvbr4hnfu09XZCDUdrzOnTENbFLAVIVF49r7la3r/Jiqfq/MUrpsY1dZNa/fOsdIc0HXsQjbNP4mCmVGCoXw0083BElkaQAqsN3Gzx06t+sny5dq7nAgC4GBhfrobPB8alIUsjwMnaHPVcjRsW6eEk1l3lpFZFOftEdwe3Y13XYu1XLzV2h5W5EncikqUauaa0/7YuSDWqVS1peI+ZUoHequr4bVwrOFiZ42lsGo4/iDZ5WyqDlEyNdNzLWRZANLVjHSgVwLGAmCqXvarRCvjPHw+kwCoAhCRkYGaukQhUMLVGi4/23sUnh+7jXmQKzJUKdKjjjOEtPNDQzQ5p2RrMP3xfGj5fmUQmZyItWwMzpQK1nExzY7B1TibZtZAEk6yfqh6x9rlVzozcz7M6S78tz2uumjiiU4bvsTwT+6O1l1OVCqwCQF1XW2yY0BquOTfG1Nq8OVnv7fgHP55+AgCwNLJ/mDVdfO91r4fJHXQl8VKzNBAEQboR0L6OC75+uTE8nWzgZK377MqyZ8MSM/RuKl8JScTBO5G4UU7ngqlKBEHA+adx2PtPOM49jaswx2B5yB4vSMXoQcNVrb96xdC6ji7w+DA6pYgl5aMVBCw9GwgAeLODNz4d4IM1Y1rgt7Et8Z+XfPBR7wZY/npzOMuUzdLcwxF2lmZISM/G/cjSr4tVkJthukCdbw17o78MvHIuSoMYyCiSmCXds6FhWasiN3srDPTVZY79fjlE9nblFpaYjjsRyVAqgAG+ebPVvJxtMKaNJwBgxfnAcnWzoLxKyBmuZmOhNMmdcJ8a9ujVSFff8bfLVat21aaroTh8LwpmCuC7IY1x9O2OaOBmi5jULHyw5zbrAxdh581wnH4cC0szBaZ3roNDb3XAzyOaY07fRtgwoTXaeDtBKwD/O/GowpzYGkqczKqGgxUsTBSYaOHpCDMF8Oz/2Tvv8LiKq42/d7u06r0Xy5bk3o2NG2Ba6J3QCZBAGiR8gEkhjfSENBIIhJAQCBAIEMD0Xlxwxd1WtXpvq9Vq+/3+uEUrW2XLbbt7fs/DgyXN3js7d2buzJlz3mNz0QFklKDlfv7awS48tbMVwJhxVU2vTqVlAdT0cNMifg2HoSrFVJnpW3hZm9L0sXVr6Gjfa9rp8Yke7Vow7OSnWHD10iLx50Odw6LxO9CDWMe/dtUc1/aAfC/XLy+ClU/sPJG2NaEcmxv78eVn9+KOFw/gp2/X4lsvHsBuFeQjQ0HLCa2iRd4kVMi4OgmzcpOgY4BuuxudCm0+drUMon3ICatJj+uWc6drDMNgbn4KzpmTiysWFyI9UbrswQa9DivLOCPyR/V9kl03Uhp5Efi5eclhX6OcTwTSNIWgPAF02pyo7RmBngFW8X0hFK5Zxi1UPm3oF8Og5ODtI5w36pKiVGROkkH72mVFSLEY0DroxNtHldGBjWYaeK+/fBllM4R57L2aXrQPxYcRp753BA/xh2R3b5iJ0yqzkZ5owp8vW4AsqwnH+kfFBHLEibQMjOLhzccAAHeeWoEvryod997T6xh8/8xKGPUMdjQP4uP6fpVqKg/CoYcc3uQCVpMB1bnc+3V3i7Y3BgSHlvceP3+nBvt5nfysJC7J6li4n3L1YFkWdz+/F795t5arg8z3YzS5XdUO8dw6hgmSJwkIByW/PH8OzpkTXJ6D4xkz7IdXP7lpHRzFWQ9vw4e8tqlW+kJCgCPBHz9uFJ/POOMqP3mp2baCVm9FViK+uW6GmNz52T3teGFvu3oVixNG3F7c8eJ+XPXELlz2+A7c+dIB/OD1I/jWiwew97hIzR67e5KraAONThEAokfeJFTIuDoJKRajqENY16tMSOtze7gJ8+zZOeNeAHKysnRMGkArCFpE5Znh60Dm8Av8vhFtT3pqs5V/7lW5yWEZ7sszE7GhMgssgOf3yPfCf5NPmvWF2ZMvRBOMenxxCecF8MLnHbLVJVboHeE85ErSE2S7x5zcJCwtToXXz+KZ3W3Tlre7vKjvHYHd5ZWtTnIy6vHhvtePwOtnsbo8AxcvyBf/lmU14foVnLH5b1ubyXt1Ev78SSNG3D4sLkzBRfPzJyxTlJaAq/ix/pdPG2PKc6zfwW2q0mQ0rgLAUj5Z5O7WQVnvQ0SGFjy+poJlWbj55Dx3rJ+B29eNzwfgV3Db1GN34/ldrejmN7uFafK92wCQLMAkiO2h8b4rJ/opPFeFX0XSPFqXBajptsPBr3HSEoyaSWpmNuhwNe8t3Do4is/5SEmDbswcIjyXoVEP3jrcDY9PWW/R77x6CHe8eAAAkGTiUuMIerE7mwfxy3frxiXfIqTF7vLisa3N2NI4gLreETQNjOKThn68EZC8+cYVxeLeqbFP27Jn2vZc5f6v1XksXMi4OgWz+JMiJfQk7S4vPuHDswM35HKzlk9gdLjLPmlWSyXxs6zoUReJ52oW793YPUzZ46diL6/fs7I0LexrCEaO1w51od8h/Qv/WL8DDX0OGHTMtAm3LuSTs+xtt4nhtcTECB5yxydbkBKGYXAt7938/J421Ezi3dwyMIqNrxzC6Q9txRef2IWzHt6Ke189FFXj1+Pz456XD6G2ZwQZiUbce/pM0QNC4OL5echLNqN3xI1XDnSqVFPtYnN68DEfRXHPhlniBnUivnRSCawmPRr7HNh0IHY8gev5w9zSDHkNQ0uK0wAAu8hzVdNoPd9DoO3ovLm5yOAPadWot48d80L725UL8d0zZsl6P5IFmBjRtqpqLdRFeHf95ZNGfFA7Puu8nx80+kisqxoPpxXmhcVFqXjna6vCSk4sF6dXZgPgDmOEfCaJpjFziJmX4+l3ePD914/gyn/uVHSMC7YAADiJjyi889QK3L6uHCY999wdbjqcl5pOmxNP7mjBqX/eIsrczM5Nwi0rS/DV1WX42hruv39esxhfX1su5oR5/LMW3P3ywQm91LUBybQoDRlXp2Ahf9JWq0AylvdqeuDzsyhNT1D0JZRpNYmnLwc61Nddbeofhcvrh0nPID/FHPZ1ynhZgHabC6PkITYpwsZ6SVFa2NdYWJiK2blJ8PpZvFfTO/0HQkTQhF1QkDKt3nBOshmLCrlkdO/VUGKrqRjgPeQE8X65WDMjE6fNyoKPBb7/2hEx8YnAR3W9uP7fu/F+bS98fhYJRh3cPq4vfeOF/aIRWOv8/J1abGsaQIJRh99eOBd5E8gtWIxjki9PbG8hbeDjeP1QN7x+FhVZiZiZPXXkQpLZgJtXlgAA/rG9WcML29DoG+H6u5xyHQCwsCAFOoZLnKGU9BERPlrt3YH1CjwLEbXUlKwLfzO9jsGiolTZNIsFSBZgYlhhM69yPdREkMfY02bDgx9zyas8Pj8+qumB2yfokIZ/faFna31ekFv3OBzm5ifjG2vLcdH8PJw3NxeXLczHhQFRMtW5ybh2WZGoH90y6FQ0KatgyH3uxmX48qpSANx64LrlxWJU60SJ0ojI+ONHjfjTx43jfndWdQ5uXV2Gm1aW4Esncf8Jjl+BjnAf1vXhcKf6NpSp0d5g1Gn8kChcyLg6BcKphBK6ne/wGc7Pmn1ish65WVDAGaM+a1JfGkDQ7ZyTlxxRltG0BCMSjNznezWuh6IWI26v6N05Kyd8CQaAk7IAgOf2tEnu3r+5kTOurg8y4dYZVdyptDCmiIkRPMRLZZQFELhnw0xkJBrR2O/A9f/ejV0tg2geGMXP36nBXS8fgt3lw4KCFDx13RJ89M3VePyqRciymtDY58DGVw5p3nD28v4ObDrYBR0D/Ozc2ZjPz6kTcdH8PCSbDei2u7FNA3OulnjrCBd2dUmQ0RuXLSpAKq+zHCs6tkNOwaPcIOt9kswBuqsaT8gQz2jd2yTwfR/oqS8aVRSdupU16gn30fjrSXHEMFSN9105+fHZVbhtNWcYG3ZxDh6PbWnCDY9vx6iHM4xFYvxnNO41zYpJzbTXCXQMgxtWFON7Z1bih2dXYePps5CbPObMo9cxuGP9DHx8+2rxd0omkhI8m4UkVoEI+2KvT5vPPZoZHOVsBcuKU/HNteV46rolooTERKyekYFPAvqIW2H5iGDRskpLrL5Dybg6BYL3Y9uQ8wRvKynpHXFjJ+9BOFEmdLlZOyMDALClsV913QshJFIKHUghPI10Vydmf7sNLICCVIvYVuFywbw8WE16HOsfxZ426TbqdpcXu1sGAWBaSQCB0yqzoWM4T+x4SaIUDoKEQ24EHuLBkmk14SfnVCMtwYj6Xgdue24fLn18B17ax4XGX7WkEI9csQBVOUlgGAbzC1Lw4GXzYTXpsbt1CE/uaJG9juFyoMOG37xfDwD48qpSUWplMkwGHc6by2kH//dzSkwg0NTvwIGOYTDgxnAwJBj1uJ73BH56V6vq7y8pEKQwMhKkS145GUuKBN1VMq5qFXE/pNG+Pd2mSEnjj1gXhTaRol6cZv0H1SWePXtzks2i08HgqAfnPrINL+/n1jsFqRZcsaggoug8LRotAxHGYjQbGXQMI+5FlYwyEttuArffqRKlEeFhd3nx8OZjONY/CgC4fFEBrl9RLO5HpsJi1GMmn59Hq89Eo0sHAIEGXw1XMgyied6TnSyrCVaTHn52LIO9HGxp7IfPz6I6J0nW5DKTsbQ4DSY9g6aBUTTxk4taCMms5udP7vkVLEJWeTl0QGOBRv5Zz8qKzGsV4LygTpmVBQB4X0JpgA9qe+FnOWN7UZDJKbKsJtFo8C55r07K0CiXNCpNZlkAgZNK0/H8l5bh/Lm5MBt00DNAcZoFD10+H3eeWnGCp/rMLCu+fcoMAMAjW5pwtGtivVY1+bShD199bh9cXj9WlaWLYerTIXhmbj02gF579OjKyomQtG5lWbqomR0MFy/Ih9mgQ32vQ0zQF634/CyaB7h5eUZWouz3E5Na8QdYhHbxs8D2pgHNJcKbzHNV2JQ+s7sNL+9XJsGkUJXjta7lgonRkMZI8YteiypXRGWyrGZxH9Jtd4uRYjecVIy7N8yMyEA65vGlzc4n1EupsSgXgi7ut146IPvhbYfNiT991DClpIJgXP3RG0dlrUs88ebhbjy+rVlMEhZqHgqtG7y1rYGtvHyQEpBxdQoYhhG1NeTU0tjayG0I1/AepEqTmmAUpQGEZCJqwLIsjvFG7NKMyDeWGbw+Z+9IdGg2Ks0+3sN0bn74icMCOY03rr5ztEey7Jof1nH98ewQ5TJO5evyaYN6/VnLeP1sQEIrecOPA0lLMOIHZ1fh0zvWYNud6/DizSuwvCR90vIXzs/HKTMz4fOz+O5rh2F3eRWr63TUdNtx98uH4PT6sbI0Hb88f07Qm6WyzETMz0+Bz8/i1YOxEc4eCSw7ptcc6lhPthhEY/Vze6LbE9jm9IiLzPQIowmCYVFhKnQMpykXTcnj4gkhMQ4L4Ov/3Y+fvl2jboUCONhhw8ZXD4k/BxoDUi3ce2VH8yB+9natInO30lqfYxnbFbphlECyABxmgw4v3rRcPCQWmCjcO1QEo+WWRu0duACx0wfm8fujEbcPfQ5595JP7WjFk3wiJYOOEfVVAxESXTb2O0izP0JYlsWRrmEx4dzs3CR894xZWFSYGtJ1hHe0VqUaWA0fdjEx+g4l4+o0CJ6k7TIlfGBZFgc6bACABYWRe2uGi2CM2qGiB0uP3Y1uuxt6BqjOjTypF3muTo2guTlrmsQxwXJyWTpSLQb0OzzYz/fpSOgdcWMLr7d6SpB6qwJrZnDlP2+zacogpxVaB0bh9bNINOqRkyy/LEAkfP/MSuQkmdA8MIqfvV2ridBvlmXx2/fr4PWzOKk0Db+/eC4SQ9wwnTuXMyJ+Ut8/TcnYp77PgcZ+B0x6BqvLQz9kvGxRAQBOn1mQlolGBnlv8hSLQfSGkJMks0FMoEnSANokPdGEyxcVoIAPIW4f0o4R/Nk97djCOwekWgzjog82nj4Tt68rB8AZhpXQLBQNOrLf6bj7xpzfTWSMeUppcDevMIkmPa5eWoTnb1yGk8szcO6CfHF9GglCsiUAmtQbjxXP1fvOqhT/PeyUdy9hd3PXX1GSht9eOHdC4+pvLpgr/vvHb5L3aiQc7BzGdU/twfbmQQDcYfPFC/JFY2mwCGu1j+t7Uafh9acWR6JQp/drezEQQ7YaMq5OQ3kmZ3g6LFNIaofNhc5hFww6BotDPC2RkoUF3L33t9tUOw1rGuCMfXkplglfKqGSyXv+9JLm6gnYnB7RuDonTxrPVYNeh9W89/WHtZF7jL53tAdeP4vZuUmYlR2asb0g1YLS9ASwAD5tIOPV8QzwXquZVqPmF7+pCUb88vw50DHAuzU9+MW7tfCqLBz/QW0v9rTZYDbocN9ZVWEl31szIxMMgP0dNrQNqSvHojaCfMeykrSQQ7IA7hBU0GR+O4qlQFoGuX6QnSS/16rAYlF3dVCxexKhcc+Gmbjz1Ar+J+0Y8oRcBOfNzcVjVy0adyBQmJqA65YXQ69g4p0xbzmlZAHG35fgiRGvRSkpy0zEX65YgL9cvSSsd9zxnBxwCNmtwaS9seK5yjAMClMtAIC/b2uSNfGz4Pm4piJT3Esdj8mgQxrffw5qPju9tjk+J8fcMPfCCbxjxSsHuvB/Lx2IuF7xRF6A7nQsJfgl4+o0VPFZ1Jtl0lzdxXuKzsyywiKBQTFcZmZbkWTWY8TtU23C3t/O3Xd2rjTGvsI07oV4rE8+vdxoRRDuzrKaIk5mFch63sDxXk1PRB6GLMvi5QOc+L+Q/CdUVgckaiPGM8QbV1MU0luNlPkFKdi4YSYYAC/t68T/vXxQ0eytgbAsi39u5xJsXbm4YFyW2VDITTZjIR+tEO/eq4JO84YgE1lNxBlV3GdfPdCpWe2r6RAW++USyOIEy5KiNACclz+hXQSDoZa6tnAQv6AgBWWT9FkhKYvch/Yf1fXii//cKes9jkc4mNTQI9EE5MkrP4kmPa5fXgQA+Pu2Zs15fcWK5yoAMbrrrSM9uO+1I7Ldx8e3mX6aNnvgIs57lWQBIkNovnn5yXjjtpU4K0RJKoFbTy4VoyuF6CMtIW7FNTgWV5dniBJCWpVVCAcyrk6DcGLVOeyCwy29rs2BDs6guLwkTfJrh4Jex4ibrEMqGVebea8dqcLUhWdHnqsnslfQW5XIa1Xg5PIMmPQMuu3uiPrRkW47antGYNIzOKs6vBee4Mn2WdMALUKOo4cfE+mJ0WFcBYBLFhbg1xfMgdmgw5bGAfzmvTpVJAJ2tQzhcJcdZoMOVy8tiuhaghzLR3XSJYGLNo50DaOx3wE9M6bbHA6nzcpCqsWAHrsbe6LUC1PQQU6TwLMpWCr5A+SWgVFNavcRHMK2SEtvsmCMATqFjML//bxDPHAbVkgKSHwm5Lo6DrXkGeKNioBktHs0JusiHH0roG4jO/dsmIkvLikEwEX9yYVgXDLop240rSdQihaEA4AkkyGkJKrHMy8/Bd/idZW1mGBOywmtGIbBPD6BufZaLnzIuDoNWUlm5CSZ4GeB2h7ppQG2N3Nu0AtV1FsVqOa11z5vU+clfaCd85yZKZFxNZX3yrPJrJMTjQgZqaVqawGLUY9TZnIGEsHzNBwe2dwEADhlZlbYIVTz8lOQZNaj3+FR7cBAqzTxnvgzMpXzkJOCU2Zl4VcXzAEDrn+9wWeYV5JndrcB4DyqMyNYkAFjBwA7W4ZEb+J44yk+gcPaikwkmcNPrmYy6MS5Z1OUJgkbSzKnnHE1L9mMjEQjvH4WNT3a1QuLd8ZC0LWzBRE291Np1OlF46o89R5wuPHHjxpQE7A+l0rqKFi080S0wZijlBa387HDOXNyxcS9WrOzjSXRif4+MDPLiptXlgAAfKx8HqPCYZVhmjbTKxQNEMu8cbgLT+/i1vI6CSxhjIaz3otjUeV6TAajxZPjCCHjahAIHpAdNmkTCfTYXWgd5MIABc1TNVlUxBl4j3bLoy87FV4/i1bec1Uw8kZKMu9qPuzy0kvoOATpB6m8hAO5ZCGXufuNQ91hJZPa0tiPzY390OsY3LKqNOx6mA06LOW9sUkaYDyCEUdKSQilWF2egVtWcQvdX71bp2iW85aBUXxc3wcGwJWLCyO+XlFaAiqyOAP3R/WR6xRHG/W9I3jrCKeRehO/eYmE8+dxEiIf1fWprssbDg18MoTitATF7skwjBjS3TxAEjpaRTBSaMi2Kq6rpjKuChtXudZgrxzowlM7W9HPZ/K+77w5eOyqRbLc63iU8sqNNlgxJFzlisQBwtyttS4ojIlY6QOmAF39H75xBA190h1E7mu34ep/7cIOPrHSdAmVDGRcjZjffdAg2joyJdgH6TR4+Hk8Wj3nEKqlRa/fcCHjahDM5JPpHO6S1vtNmEhn5yYhTQPhuVU5SdAzQOugE5025/QfkJDaHjt8LGA16ZElUTKP1ASjmFFTMNwS3OQveK5WSWTIDmRJUSpmZCbC6fXjGf5kMFicHh9++34dAODyRQUoj9Czcm0Fp7sqpwh9NDLEe3OnJoTvKagmN68sxbz8ZDg8PvzkraOKLWj+s4frz6vK0yPumwJr+czB8XgA8OQOTrv2lJmZkmhtzy9IQVqCESNuH/Z1RJ+GqCBhU8Af6CqF4OknyBQR2kNrzh1ePysmtArOc1WeegzwRtXFhSn46XnVuGl1mZhgRG6EzarPz+KbL+zHUZkS30YbWumj8YAWPdqBQG85jVp0QsRs0CGFd9h560gPntvTLtm13znag9qeEbi8fugYTLu2FObbEbcX/9regmGKzpySY30OPLWzFV96eg9++MYROD0+jLi5Nrvz1ArcsX5GxPfQoib6qMeHH75xBPvatb0WZmJQu5yMq0EghM4KXqZSIWymlxWnSXrdcEmxGFHGf9ej3cqGBwqL0nn5yZIJoBt0DApSuE1qjwazaapFh80Fl9cPvY5BTlJ4yXimgmEY3HQS54X24r6OkHT8/vFZM1oGnci0mnDb6vC9VgVWlXHG1f0dw3Ebdj0RXby3Z3oUeq4C3OLyh2dVwaRn8FnTIF47JH8YuNPjw5u8DMFlCwsku+56Xgh/e9MgPFHobRkuBzuH8dohrj1vWFEsyTV1DIOTy9MBjCXJiiaEZAhKaq4CEL2nmwboEFKraMkzpt/hxrmPbMNeftM2lUSgsHHyyVRvh4cbM8tL03Hu3DxFw5CTzQYkGLlt1LZjAxFJIcUSY5niY8OwpmW02sKx5rmq1zF4+PIFYuIiKROqCh6oF87Pw6avnDStrIkgn+T2sXjwk0a8QvPOhNT22PHAB/W4/J878cePGnCgYxivH+rGWQ9vg4fXt/1CdY4kMkxaO/wEgN0tQ3j9ULfoTJMtw35fCrS0tpEKMq4GQXE6F6JXJ6Hmqp9lsZsXIF9RmibZdSNFkCfY2TKo6H0beQ3I8kxpw9QFzzw5RcijjVpeV29mlhUmgzxTwGmVWchJMqF3xC1qVE5Hfe8IntjB6S9u3DATVlPkXpU5yWbxFHhzHHoGTkSg53K0aa4GUpaZiJtXcgb4v21pkj0Zz6cN/RhyepGXbMaqsnTJrludm4yMRCOGXV7V9K6Vxutncf9bRwEAX5idIwraS8GaGWPG6mjC6fGJiXjSFTauzuKjcw51DMdUaFYsoSVNt5puuxiGn55gxOwpjAHCxukDGQ47eu0udPJyXVaFvFUDsRj1eOq6pTijKhsAhekKaDmBSsyhQbkQYCzEN5bs65U5SVhQwCffkbDBhbbKSTIFZQDLsprww7MrRVm3cOTXYhmfn8WhzmFc/a/deHaC/acjYK8g1R5YiwZCwVmjOM2Cv16xACsl3LfIgXZaLnLIuBoEc/hwxXabCw63NBv4pv5R9NjdMBt0WMLrQmqBefncd5UjeddUHBOMqxnSas2l8EmtBilsQqSdl3yQM/TUqNfh62vLAQCPb2ueVhfT52fxi3dq4fOzWDsjQzwdloLV5Zz36tZjJA0AACNun7gJVNqIIzVXLy1EdpIJ7TYX/ru3Q9Z7CcmzzqzOgUEv3avToGNwUim36PmoLj50V5/c0YL6XgdSLQbceUqFpNdeVZYOPcMd2CktbxMJwjswPcGouFxHRZYVeobbdCipYUwEz1j4r7r1AADBwb4qJwlv3LYS+SmTryUEfcB/bm+WtA51PSM499HPxPe6GsZVAChJTxAPKdmY2h6Gz5jnqrr1iAe06DEHjPUBqSIRtYIcOst+UaM4+LY6b24elhRxzlDxE+8UHL94txY3/HuP+PMZVdl47IsL8catJ2F1eQYyrSZkWU04b24uEqV6bwT0i4/q+uDyyuvsEQxCF01LMGFpcZpmx6JOowdEkSCLcdXv9+NPf/oT1q5di0WLFuHLX/4yWlpa5LiVIiRbDEjm3fCl0u4UvOgWFKTI5j0YDpW8B0ttz4hiJzAsy4relFJ7rmbz+q2tFO4ockjGZFaBnFWdg/n5KXB6/bj/7ZopDyae2d2Gve02WE163HlqhaThZEJG9q2N/Zo6VVSLId6L22zQwWJUZ0MqFRajHredXAaAM+LL5aHeY3fhEz7h1LlzcyS/vtBHt8RBH+20OfHY1iYAwDfWlkuuN55kNmBOHudd8klD9HirD/CyJVlJJsXDaQ06BqV8YpRDpBupSYQuoQXPYq+f286b9My0yVe+f1YlAOmNP8f6HfCzXN+tzkkSD6iIyWFZFm8f6cb3XzuMRzYfk/Fdo+3s1LHEmHFV/XkhkFj0XAXkmYf9YRqix5IcauvZq01jH3dQnZNkwq0nl+Ln583GwsJUZCWZ8YdL5uHN21bijdtW4odnV0l2T2PAe/Culw/i71ulPUwMBzGCQONjcGxMqVsPKZHFqvfQQw/h6aefxv33349nn30Wfr8ft9xyC9zu6NW9rMrlw+Y6pUn4sIsPu19RkibJ9aSiPDMReh0Dm9OLtiFlvH66hl3osbth0DGYnSttgqUSXtKhk7xxRNp47eAKmUPC9ToG3z5lBkx6BtuODeAr/9mLHvuJz6GhbwQPf9oIAPjmunIUSZwpe15+MswGHYacXjT0UTbsjiHuGWRao1Nv9XjOmZODGZmJGHZ58YJM3qubDnaBBXcYNkPiAyAAOLk8A3odg5ZBJ1ok1vbWGr96rw5uH4slRam4cH6eLPdYxeuuflwfPZ7Ag7xxVWm9VYG5fGh3Q6+yeutEcOg0lPTBy++CDEEIKlbzSTM9PlZigwR3rYWFKXjyuiXIm8J7Vm605FU8Fb//sAHfe+0I3jrSg8e2NeO25/aJexEpGWsHje/qYwCt971Y092V0nPVyyfCE7T8Q9Wn1cWgUSoSOLnFQQw4OFvTvafPwi2rIs/dEQypCUbcsrIERWnce6jLpgGbAxsdh1xj9Yudjiy5cdXtduPxxx/H7bffjlNOOQXV1dX4/e9/j87OTrz99ttS304xyngjXbsEYYY+P4vdLZy23io+ZFkrmAw6zOM3WXvblMkwJxi8ClItknvSCRtV0lzl8PlZNPZzm+dCiY2YEzG/IAUPXb4A6QlGHO2248Z/70Fdz9jmvXfEjTtfOgi3j8VJpWm4ZEG+5HUw6nWiTlI8ZmQ/HsH7vjwjevVWAzHodbhueREA4MkdrZJJtwh4fH5Rt0kuY2CiSY+lfIjXR3XRl4gpWD6s7cWnDf0w6BhsPH2mbBuvNTO49+rBjuGo8epo5w8z1Tr0ELSpD0p0gEzIhMrd2e7yijqn+iDkUcyGsTXd/W/VSFaPcL295ETrM03tcQcnu1uHJH0mALfW7uONGxp6NDELo1HTiTg+1a2G5AgGzXeO9kScJPdYnwPbjg2IybFCjdwUdbijZI0jNx/V9eHW/+wTHRSUjgq+dXUZLl/EJbv1+NUXa4gez1XppTbURnJhryNHjmBkZASrVq0Sf5eSkoI5c+Zgx44dOO+880K+pt/vx8jIxN4Uer0eFsvYifVk5QBAp9MhISFh2rIGgw4Wy/hBmZ/IwO924mBLD0ZGxoeFMgyDxMQxQ4XD4Zh0smMYBjX9Hjg8PiSbDSiw6qass9U6NtmOjo7CP8WADSzrdDrh801uZJiqbGmyDnvcThxu7cUpZUlITEwUO7/L5YLXO7l+6URlDQYdTCauvb0BGRYTEhKg0+mwv90G1udBdUbypG0hlAU4A77HM/lLzWKxQK/nFvQWnR9+txP9Q8MTXjuwrMfjmdK72mw2w2AwhFzW6/XC5Zr8FMtkMsFoNAZVNjFxrK/7fD44nZMb+41GI0wm07iyXcNO2IZHYNAxyE8YGwOBZf1+P0ZHJ5dRCKWswWDAwsJUPH71Inz7xQNo6BrADf/cirtOq8C8/GT88I2jaOkZQX6qGT/YMGNcmIvDMbmXaSjjXq/XY21FJnY0D2JH8yAumTN2oHF83wx2jgBOnE+mG/ehzBGBZUMZ98GUtfH6w0l6X9Bzz3TzyfHj/vixPlXZqeaTYMf9+tIkFKWY0Gpz49UDnbh4XnbQc8R088kbNQPod3iQnWTCGTPTp2yzSOaIpfkWbKtz4oNDrWIfFfqnx+MBw+jFssHOJ+HMEcGUDWeOcHi8+M3bB+B3u3HZ0kLkWrjxZTAYYDZzSRymG/fBli1IBPSsB8MuoG3IiaK0BIyMjEz4HgLkWUdMVHaqcd/QNQhgLMmc0nNEZYYRfrcTNd1jsgBTjXuDQYf09PDniFDXEZMRWIdI0cJac7Ln7nI64Pc44WfDe+dI0UeGRj248p+74GS4+cWgY4J67olGPRweH3Y19mBkpGjKssE+92H+wFzPMEGvNYHp5/tw1poMGLA+DzzO0UmftRbWmn4v911uWlmCAfsoXtjdgmH7xOsAk8kEg4Gba30+H0ZGJp+Xhfm+w+bEpY9tg8vF1dfnPrE95FxrSv0eAUJfa05VNrB/+v2Q5D3idY/C73bC6XBgZGREM2vNQB3RSPajx6P2WtMCD1jWD4bR4f3aXpxbnRnWWvOvm4/hf/s64ff4kGk14uHLF6AsJ038XDDjXjD07mnux7OfsfjCnBwYdCcaFIOZI2JhrdncPwK/24n0RCOWFqeiMt0wblwpMUcY9Tr43U44+PF4fP9Ucq3pHHXA73bC5zKO+6xW5gihLAOA9brhdDom/I5RudZkJeatt95iKysr2dHR0XG/v/3229mvfOUrYV2zvr6eBWeEP+G/M844i+3vt4v/JSYmTlp29eo148pmZmZOWnbZsmXs0JBDLJtbUDRp2aqq6nHXraqqnrRscXEJ+8Drh9jSjZvY6/+2lV28eMmkZTMzM8ddd/XqNZOWTUxMHFf2jDPOmrQsgHFlL7jgoinLtrR0iWWvuuqaKcvW1DSKZW+++ctTlv3884Nsf7+d/fI/PmNTVlwyZdnNm7eL173nnu9MWfbddz8Sy37t/+6bsuwrr7wulv31rx+Ysuyzz/5XLPvnP/91yrKPP/4vsezjj/9ryrJ//vNfxbLPPvvfKcv+9re/Y1mWZYeGHOwrr7w+Zdkf/ein4nXfffejKcvec893xLKbN2+fsuw3vnGHWPbzzw9OWfbmm78slt21v3bKsldddY1YtqWla8qyF1xw0bg+PFXZM844i91+tJMt3biJrfjOa2yCRHPE4sVLxpUtLi6ZtGyoc0RgWanniB++uJdri8WTlwXCmyOGhhzsDTfcMGXZcOaI/n47+41v3DFl2R88tokt3biJXfHTd9j/u+veKcsGzhE/+tFPpyy78CsPsKUbN7F/euuwanPEQw89EvQc8etfPyCWjbY5oqamccqyocwRuQvXs6UbN7HPbG4Iao6QYx0RyhyRml/Olm7cxP79g1rV5gjGaGZLN25iDx3rDWodIbyL1FxHOJ2uyBatGltrTtVHjJkl7Lpfvafqe4QxmtmyjZvYxT9+i/3nR3VBrTU/OtDOlm7cxGbMWydZHyn65r/Z0o2b2Ksf2SLpeyScteavNx1k00750pRltbDWXHrtd9nSjZvYpz+tZ3//yFNTlv31rx9gh4YcLMuy7KZNb05ZVniPvLarmc27/ndTlo2290ioa0213yNaWWv+etNBtnTjJvbbT++SZT+q5lqz8Oa/sKUbN7GX/uVT9q67pVtrhjpH/OLVA2zpxk1s5jnfmrJsrK81DzT2sOt+9R5b+rXHpyyrxBzx2Ps1U5alOYL7L9BmddsT29mEGcumbLdoW2tK7rkqnDAIJwkCZrMZQ0NDUt8ORqM+aGuywTC+7HQhiSkpY6cAU7mX6/XjrepThUrpdAz2tHPh9qfNycOhKcoyDDPuugbD1CHzgWWN04TXB5Y1mabuBunpVvGEYbqyaWlW8dpm89TacampiUhPt2J/x/RhiEJZAEhImDpsMiUlQSxbME2YRXLyWNnERPOUZZOSLGJZqzX4sklJU2uBWa3moMtaLNx3T0lJQHLy1GH9iYkm8bqBfXkiEhLGyqamTh0ubrEYxbJDQ1OXNZvHynq9qVOWNZkMYlnTNJGxgWWnw2jUY9msHGQlmdBrd0+pTRXKHHH8uNdNIZgU6hwRbNlw5ogeB3cyl2CeftwLhDJHTEc4cwTA9bupuHBpMd7o7EbXsAudI1OHawXOEYmJU3e2zmEXsvIM+NL6mXiiVp05InB8Tlc2MXFsPom+OWJqTeRQ5oisJDPsAPZ2DuOLJ5dPWVaudUQoc4Tg6VOYnYT0dKsqc4QQYt064sXsUuu06whgrN+otY6Yqk2lRKm15nTfJ/B5qvUeKc5IxMf3nAoAeC6ItWbaNPNxYNlg+4jA5ctL8M5e6d4j4aw1p3uHANpYawp9KynJAvs0101MNIv9cro6CO8Ra8/0mvbR9h4Jda2p9ntEK2tNMz/OLBajbPvR6ZBrrXn2vHy82wnsbB6EYWhqbc3AtaZfP/XcHuoccdPaCnjB4Il6I6ZSl4/1teaRPiea+kdFLfDJUGKOSJ3mu9EcMYY4NoN810fTWpNhWWnFOt566y3cfvvt2Lt37zjX5zvuuANutxsPP/xwyNf0er3o7JxYK1EOF2u9Xoe0NCs8HsDn41yaHQ4HLnnsM3QMufDnK+ZjSVGaWD4UF2u3z49zHtsDp8ePZ25citIUg+Qu1kBksgBevx9feGgbRtw+PHX9YswryYnIxVqv1yElJQE226jYngAXhjHq8WPNHz4F6/PgjVuXI2WSl1q4sgAulwtrHvgQbh+LF7+8HHnJlknLRoMsQEKCBZmZKbDZRuF2e0IOw/jDB/V4bk87rl1eiK+tnTFhWSVCtTpsTvhZFoWpCdOWnYhwQrV+9PoRvLy/E1cvzBS/+/F9Mx5kAa55YhcOdQ7j1+fNxMllk2dYDidUS6/XwWzWob9/eNxYn6gsIF2ollD2jx814l/bW3BScTIeuLB60rLByALYnB5c/cQuDLiA/9tQietWFMs+Rzz4UQOe2dWGs2Zn44dfqBb7p9Ppg04XnaFafr8fP3l1P17a14GFhSl46IoF4xaJcoVqvVfThx++3YDZeUl4+oZlcDpHJ3wPAerLArAsi7Me2goHa8SzNy5FVW6yKnPEz96swRt1Q7h+RTG+fWrFlONer9chPz9LbE+1QrXy87OC0v4MBq2sNSd67vvbbbj1P3tRmp2GV25dOWVZQJ4+sq/Nhtv+sxeluel45SsnAQhurXmkaxhX/XMXkgx+/PzcKiwsTIV+go1KsM+9sXcE1z5zEOmJJnxw++qg1ppyygL8fWsTHvygBudWZ+G7Z1VOWRZQb635jRcP4fP2Efz6wjmYkWHBJY9sQbLZgLe+vuqEsiaTCRYLZ2AdGLAHJQuwuaEPX//P55iZbsIT1y2ZsiwQf7IAgf2TZaWRBfi/lw5ga+MAvn/WLJwzN08za82n9vTgr5uP4fLFBbhzXYnksgBqrjVbhn246ondAICvry7CVYsnzxUhjPt9bUO48V/b4fOOfbcbTirCravLTygLhDbu7/rvXrxzuAN3njoDly0unLLsZHNENK81Xz/Shx+/cRRLi1Jw3xllyJrkMEiJOeKNQ12494U9WF6ahn/dsvKEd5GSa813jnTjB68dweKiFPzlioXi37QyRwhlv7/pMDbtbcHX15bi6qUnygZF41pTcs/V/Hxukunu7kZJSYn4++7ublRVVYV1TYbRwWye/DQgUM9iqnLBljUYuE7qdI5pZZhMFszMy0TXaD+ODfmxqmL8ZwOvazJNftpzoGUQTo8fGYlGVGQkTuvREHhdo3Hqk6zAsgaDCYYpnu5UZc0AyvMycKhzGM02FrN9glc0oNcboddPbt33TVDWYNDBarXC7R5/X78f2MNnKi1MT0J2asqk1/X7IQ5Snc4A8xRedyw7dh+93ojUlGT0jbjh9BtPeOaBZRlGH3T/CaUsMHX/DaWs8PL3+fxgWSaE63JlOxyAzmRBUVb6CZ+VehxNVbYse+LPyFmHZcVpeHl/J3a0O8XyE/XNcOsw1biPpGwo4z6YskJW8owka9Dz6nTzSeC4N5sTYLF4J9XBmmiOmIxQxr3fD1w8Pw9Pbm/BZy3DGHAxk2aQDhz3k133qa3tGPToUZ6VgEsX5MPr9cs+R6yvLsB/9vdhW+so9EYLLCY93z9HwpxPQp8jgisb/NgYGvXgnXobdCYLvnZKNSyWEz0R5Bj3y8qyATTgcKcdQw43UhMTJnwPyVmH48tONu5H3F44WG4cFKRY4PX6VZkjls7IwRt1QzjSOQyv1z/luDcYxt5F05XlykW2jlACraw1J8Js9kBntMAfMHcp3UcMJjd0JguYgPLBrDWF7Yjdq8PtL9diXUUmzp2TgxG3D5U5SajKSQIQwnM3eMEwDEx6Bl6vP6i1ZijvkVDXmn4/C0ZvhMFsmfRZa2GtKWgp+v0sdIweOpMFME5+/TGjQHDvBp+PBaPTw2BOUHQcRUvZ4/unFO8RgykBOtMo9KaxNtfEWlPoO2xk+9Hj0cJac6YZuGh+Hv63vxM+TD0+hXFf220HqzPCZDEhP8WMn547G3P45NHHlwVCG/cGo4Gbl42Tzz/TzRFjfTP61poevqzVbERhRppk1w2nrB7cHtuvN0+63lRqrWk0WaAzWSacjzUxRwhlWRaMwQTDJP03GteakqdSq66uRlJSEj777DPxdzabDYcOHcLy5culvp2iLCzkjH8HO2xhX2PbsQEAwPKSNNkyJUvBQj67+r728L9rMDT2cydSlfziWg4yErnBImS4jWdqe7hkJVUytrdWWcJnY6/vHUHfyOQnwrGOjU8EkpqgjMFCSYrSErCYf84v7e8M+zr/29eBp3e1AQDuWD9DsayjS4vTkGw2YNjlxd426WV01OC/e9vh8PhQkZWIpcVTS4NISU6yWZz7j3TZpymtLkOj3Gm52aCDReEMt4EIm7297baxzTGhCQRHT4mDzUJCkK7Qh7h2LctIxCULxry7Pq7vw8ZXD+Mnb9Xg2id3o65nJKTv9d1NhwFwyUO0hNaTdgvVYzCWQdrrZ3Gwc1h8tlJdn1AGcShqrO+J5rkY7QwG/ot5fcE1vBCxvro8Ay/evOIEw2okCFEAvlhKtx4CY8nTVK4IAD3vAKWF9ZMwpWugWaZGTGStcj0kRPKViclkwrXXXovf/va3eO+993DkyBF8+9vfRl5eHs4880ypb6co5Rmcx01d7+Su2VPh8fnxP37Dv3ZGpmT1koNyPmNxY//0GkqRsJ833sppXC3jn1vr4OShBfGA18+ilzcqFqROfVIVi+QkmzEzywo/K/+hgVYZHPXA7uLCKbKs0+vERSOXLSoAAGw60BnWhvHFve34xbu1AIDrlhVhjYJztY5hsG4md7+P66dS0YoOvD4/XtrHvfOuX16s+IHi0uI0AMDnGjdUC4c9qRaDqoeuM7OsSDDq4PL6caw/vt+XmoPvF/0OD37+Tg167coeFh/ttuPFvR2BVQkaHcPgO2fMwjPXL8Xq8gykWsa7nVz1r134w0cNQV+vbYgLKS3NmNqTRyk0v3nlEW0vDCMah1xeP2789x48u7st8hvE0OY42mA11vjCYYmWnYgiQTjY8QRp0BxrD+nrYohj46rPz+KX79YBGNOMVxMjr6vbNay+M5fYGzTQLlOh0fOhiJDl2Pf222/HZZddhu9///u46qqrOE2iv/9d1OaIVgTP1fpeBxzuyfUeJuOD2l4MjnqQZTVhQ1W21NWTlHn53KnagQ6brJ4SjX2c8XZOrnSneMeTxnvo2VyTa2nEA8f6HPCzgNWkFz264g3Be3VL48S6erFOp43blGZZTUiaJqFVtLK+IhNWkx7ddje2Nw0E/Tmb04NfvluLX7xbBz8LXLYwH99cN3UiJDlYNyMDAPBRXfQbV/d12NA17EKqxYDTZmUpfn/BQ7+hV95Dwkhp6OMObIVDTbVgGAaLCrk5cntz8GOHkJ+0BG6+dnq5A4s3Dncrev/fvFeHt4/2AEDY746Z2Vb84ZJ5WF5yotb34c7pE5sCnJFCsCH88OzwpMbkQuubw0BPptxkM86dmyuuj1sHJ9dADPr6kM+AREyMaJjQWOcTxqgWvAnlQDBo/ntnK2555nN4pvFUHGsP6RtE8Fx9/XC3JjwmleRX79WK/9aC05BgXO22u/Hs9mZV6yLOx6rWYnqEOUKK6AmtIItxVa/X4+6778bWrVuxZ88ePProoygqOlGkNtpITzSJC5H6MLxXX+BP/S+YnydOzFqlLCMROgYY9fjRY5cnhNru8oqbypnZwWXPC4cU3kvCNhpcxtpYpWmAMzDMyLRq4oRPDYSw5N2t2vZkkwsh/DgtBiUBBEwGHc6dkwsAeOVA17TlWwZG8edPGnHhY9vFOfrWk0txz4aZqnhdrChNh1HPoG3IiZpubYezT8eHtZyBeGVZOixBZJ6XmplZ3Hulvi+8aBOl6Hdw76bspKk1qpRAOFjd3x6csYtQhsLUBDx46TxRssk5ic6gXAzzh9NnVWfjng0zI7pW4Cb43tO5a40E6bAQGIUbqjyBXESPd95Y+CzDMPjR2VW4YjEX6RGPXm+xgND3tPb0RE9NzZt2wqM6lzu49fpZ7G234dg0UZ5yhq4n8Gurxj4Hrn1qt/Q30DAvB8h/fX1NmXoV4Zkd4Ch274v70a0BD1atj0Bhjnh2dxt++W7tNKWjA20JFkUBC/iF7f4QdVfre0dEg85F8/Mkr5fUGPU6zMrmXh5yhVA3DYzCzwKZVhNyk+XbVAqGpN441tkExsIUcpNjMxw8GFaUpoMB0DwwqnhYpRYY4vVWUyyx6bUqcO5czrj6SX2fqDF7PH6WxU/frsElj+/AE9tbYHf5MCMzEX+4eB5uWVWq2oY5yWzA0qI0ANoPZ58KlmXxSQNnXF1XoY4MTkUW5wl6rH8Uo2FEmyjFAG9c1cKhh+BVuLc9evterLKyLAOz+INopbVXBePbJQvzI9Zsv2VVCX55/mz8/apF4gHIqCe48ekPMALqNeKkEC1hjWP1G2s3KUOKRc/YqDE2Rz9a7HtP72rFpw1cdJhGhqjknFmdgzduW4nsJG4/5Z5Ce/XNw9148zDn9S/H2Lh0YQFMvMdkfe/kmd+jnV+8U4vlD3yMk//wCS7++3Zc/9Ru0SP4mRuWwqABDe4kswEPXDRX/PldPtpDDcbmY9WqEBSFadxha7/Dgxf2dmDAEf22GvV7YpQxgw/bq+sJ3hOGZVn8+ZNGAMCaGRnInySDtdYQvEmnO5ELFyExWIXMoZCCVm5TnGvICV5wMzLl8xLWOklmg7gx3HIs/sJehdA/YUEYq8zOTcKMzEQ4vX7RG/V4/r61WTz1XlmWjl9dMAdPX78Uq/mwfDWZK8iyRLE2cFP/KFoHndDrGKxVybiam2xGTpIJPj+LQ13a9cQU9MC1ENZWmWOFQcegx+5G80B8vzO1iBB1orSjoY/fqRl0kW8bEox6bKjMxoKCFNHrqt/hwUv7OiY9DBMIDB2M1wicUPH4/Hhiewvaea3awGYTvH+9Eia0IpRjLKGVNlq/0+bE7z9sQAMv+RbLB/lZVpM4fw1NEhnp8vrxozePig5ZcrRHSXoC3rxtlfizNwa90Jv6HXhxH7eW9/hYtA46cZhPVJpqMaA0XRv62wBn5xEcxqaTi1ACrXuP37CiGP+4epH4c5A54jQNGVdDZAkfVvxZ00DQ+hCfNPTj04Z+6BngW+tnyFk9SRGMUKF66QZLPa+DJ4QhykVaImmuAhAX1lpJAqEWy0rSAAB74lAaoMMm9AF1tR3lhmEYXLWkEADw5I5WDDrGL3zfPtKNv21tAgDcd1YlHrx0Pk6blaUZTyhR8zqKQ7M/rOsFACwvSRM3IErDMIyoY9rUp13d1U4+qqBQA8ZVq8mA2XzI46EgdTAJ5RCMKUp7JwlZsaWeIwVjw4jbh5+/U4vHt7VMWd43zrgqaVXCRmsGruPZ3jSIP3/SKMqPJJnH5mODXvpkOBp5LHGFVnqeIFdiNuiwccNMMcForGLivSXvePEAfjVBSLPT4xPH1u3rynHLqlJZ6iGMYyA2jauOgMiGi+bn4crFBbhkQT5+dm41nrpuiZhgTAvoGAYry7gIIDWfhfg60viErGMYzMtPGXufa/Q9Ggra6Y1RwuLCVDFZyv4gvIpaBkbxwPtcJrurlxZFlVGjKof3XJVpU3qY9yQqk9lzVchMa3N6YjZcIhiEDLtySjBEA8JLb0fzoLoVUQGbkztgSLWoH34sN+fPy0NFViKGXV48+MlYJurXDnbhB68fAQsuadUF87Qn0zI3jzOuNvY7JvWI0Drv13LG1VVlJyavURKhLeWSt5EC4RlrQRYAABbySa12UFIrzSF4ayrt3SF6rkrsLZqXYsHt68pRyUdK9U8TEugPcATSymGY1hlxc+/9vGQzvnP6TDFpHRDguSpBh4qWMNRYQtRc1crWhq+HxaDDZYsKYjZxqsC6igzRdrVrAocNj39Ma/W65cXIssoTNRaYx0UL3pJSIxioC1LM+N6ZlbjrtJn4zhmzcGZ1DvI0GA0spdxKuERLQisBRqWoHDkg42qIWIx6rCrjwkaFzeNE+FkWz+1pwzVP7kK7zYWCFDNuWFGsVDUloSLTCgZAu80luV6pz8+ijk8KJujYykUKb0jy+FjYXdrV3ZOToVEPuvnEZHImD4sG5uYlw6Rn0DXsQkMYiemimT5+HKcnasOIIyd6HYPvnlEJgEts9ezuNvzhwwb86M2j8LHAhfPycNdpkSVmkYv0RJMYIr4/Cj2sj/U7cLjLDj0DnFGVrWpdKnhNxyaZ5G2kYEg49EjQxkZ0fr72DdLxitKeq13DLvzy3VrxAEAOg+Z1y4txHn/INZ2nj0/DsgBa3xMWpVlwycKCce0mPE+fJP1J6y0Qe2hRczWe+Oqacjx8xQIA3L7WfVyiQUHrXW7PykDj6u6WoRPqEc28cbgLP3+H8wrWRcmBml4LxtUoO+yKpbmMjKthsKEyCwDwYW3vhAvcoVEP7njhAH7zfj1GPX4sLU7FI1cuRKpGvFKCJTXBiGJex6RR4mzLjf0OeHwszAYd8pLlPXVKNOmRw2tMyqUfq3W6+eRN6QlGWE3a2MCrRZLZgLn5nEF/V8ugupVRmBZe27EoTXsnvXKwoCAFX+TlAR74oB7/3tUKALhqSSG+d+YsTXs+zeM9Lj9viT7vwXeOcCL+S4vTkJ2krqd8JS9vc7BzWJMbjkGHBy6+XukJ2tBCXl7CJf471j8a94kgtYZeYe+O/+3rwAt7O+D2sWAg3wGAYByYyrj6fk0PfvZ2jfizhqdvTeEXN9knNpgcRgB6LMoxdtiibj0ENFINRRHm5OaBUaz546d4cseYtMm3XzoAYLzxUw4YhoGRlwa4+5VD+N2H9bLeT0n+sa0FtXyem7woibwU5tVg5SPlINrGolqSR3JAxtUwWDMjA2aDDu02F2qOS2w1OOrBrc/txbamAZgNOtx9WgUeunyBJt3Wg0HI5LpfYu2/o7wQ9bz8ZEUMHJl8KMbQNMkSYhUhmVe+BjT9tMDKUi5U+bM4Smrl87NiVnK1DV5K8u1TZuCrq8tgNemRnmDEL86bjTtPrdB8RmMhqdXnUXgA8E4NZ1w9a3aOyjUBStMTYDbo4PGxOCbxIaEUNPMHHnnJZiSa1NGmPZ5ki0H0+N3eFD9zZDQwFjqnzAbEznteLS9Jw58unSfbu0M0rk4R0vrr9+vxYV0fAO6gWCtzuOZCs49jqvBQKY2rY99fG88lHhhraY12vjgg0JuSBbA1YF8xyHv8LylKPf5jknPTSSWi8VHIsRELuLzcO+j2deX45flzVK5NcAjz6rDLN+U7TVaEQ7UomY+FiIpYmMnIuBoGFqMeJ5dz0gD//GzshGpw1IOvPb8P9b0OZFlN+MfVi3DF4kLNhS6FgpBYpV7i8GnhFKpMIQ3aFFF3NT6TWgkSDJVxLgkgsLhoLDGdai8+hbG7vOJLKzWGM7gej45hcNPKErz/jZPx5ldX4nSVw9SDZW7emHE1mk5yWwdH0djngJ4BTpuVpXZ1wDAM5vBtueNYv8q1OREh3FprUh3L+cR/JA2gLXQKe6oJ+n2LClOwkpfEkgPBuPpJQz++8d99ojd3IE4+qclNJxXjwUvny1aXcNHqLD1VeKiU2oBa/f6xjbb2l6IhP4r3vaGiP+6rBkbIuPn5885TK2Svxy2rSvHVNWUA1PWYlBpBt3ZFSXrURAAL8+p/drfhwse2i+8uNYi2oRgLXZeMq2Fy/fIi6Bjg3ZoebG7ox+CoB9/4737U9owg02rCQ5cvwKzsJLWrGTGC98r+Dmk3WIf4ZFbz8+XVWxUQdFcHHPHpudrDywLkpcSPx+JULCxMgdWkh93lw94o1LQMh2EXd7CQYNRpKrOmUugYJqoOuqpykmDQMei1u9Fhc6ldnaD5uJ7zLFtcnKaZZBbCoVKTTMkZI0E48EvR2IGHYFz9jDxXNYVgXJV78+z1+fHW4W7UdHNRRnK/M6wBc8VnTYM4yt83EOErnz8vD1W52llfR8tbZSIPJjGhlT/yQ2YxOXW0NEgMoDVZgHgkP9UCU4CF9Vi/Aw98UI9DncMY9XDjymxQZs2ti6GkQAIePtme4XgrtoY5qTQdVj4SqdvuRrtNeU9iNsqOu5Ra2yhB/O2wJWJefgquWMxp+X3rpQM446GtONptR3qCEQ9dPh/lmcp4ZMqNkGyqw+aC3SWN16efZdHIb3JLMxIkueZ0lAjasXGquVrXy33v4jRl2lvr6BhG9D7/8Gi3yrVRhk7eQJeRqA1dR2JqLEY9ZuVwRsEDUeQ9+EkD5x16clm6yjUZYxZvXN3TrD1DoRC+J1cW4XCZX5ACBkDroBOdKmwMiIlRKqPuezW9+P7rR7C/gzsIt8osWXFyWTpuDEj6OpEnpbDp0qrxTqsRBmK1JvJc1ZPmaiygzZ4XH2QkmvDqV07Cj86uAsAlqHx2dxtu+PcesUyCURnJn1gyUDX2OXD3ywcxzMv5RZNTyMryDBz8ydlI4z1t1XgcYsSC8rcOi2iRLwiG6OmpGuTra8pQFmAczE024+ErFmBGZuyEXieZDaKGi1Teq+1DTgyOemDSM6hUyLtXSGg1GKeeqy0DnK6f4IlMAKt54+rbB7tUrokytA1xfUCpAw0icgTPfqkjB+TC7vJiP28IFg4vtIAgC1DTZdecAUQYl0pJ5ARLWoIRs/l229sWHf0vHlBi8/y7D+rxwAdcQpT8FDMuXZiPM6vk1U+2GPX4+tpylPPjYKLvJ/xGaxEIGqvOCQhtOVF6A8FztWVQggMUjRu/YxGtZdiONoOOVGQkmnDOnBz86oI5mH2cV/0F83IVi+KJJc/V/+3vwId1ffCxgFHPIE2mZIpyorSMTyBjkQTRMRoZcW2jbj2kgIyrEWAx6vGPqxfjsS8uxIs3Lcf/bl4ek8ar+bz3al2PNLqrQnKlwtQEmBQKlUjmZQFsEnnfRhMjbq8YEp4bJZkWlWBVeTp0DHC0a1g0PscyQvhxWpRoFhHAPH7ujRbP1T2tQ3B5/ShMtWCGhqI3itMSYNQzGBr1oFljY31Iw+NSSMKxVYNatfGKsFHa3jSAp3a2Sn59p8eHZ3a3YYDXAr54QT7uPX0W0hTSBBY2WFN6ripSk9hhzHF1AlkAfvffO+LGKQ9uDttLvd/hxj6JE98S0yOMl2d3tY7LUk8oD8MwOG1WFipzxhtXr1tWPMknpEcw5tV02/GdVw+LCbWiEQefTHFDZRb+cfViUd4vmhhL0qS8xXCKgAVNMiZxEv3WVTKuRkiS2YCFhakoTk+AIYpc1kNBCKmUKrGF4IU1h0+WpQSCnl00v2jCRdAuy0kyaUYDUQtkJJqwiDcefMLrRMYygnE1mfpA1CAkFDzcZYc3Co5zP6zrBQCsLEvX1Gm5xahHFb/hqZXokFAqhIRWWkzUsKw4DQCwvXkwJsIMYwHBCN8y6MQfP2qQXLLBGZCM5Z/XLMYNK5QzDABjxr7A/tY+5MSP3jwqau9pzXNV4NOGfknD6yVjioRWgvQXAIy4fXi/tjesW9z1v0P49y7O2G+YyEWWkAXBYaLd5sLDm4+pWxmQ7i4AzAxwsspINCqa60LoDyNuH96t6cGnDdG7txGSGs7LTxHXb1GHmt6YURZJMGaIjn5i0xpISIqw+KqZIMFAOAieQxUKejYVpVkAcOHx0WCkkBLBK3NGDHpVR8opM7ls5h/VhbehiCZ6RtwAtOkhR0xMaUYijHoGLq9fTEqnVViWxfamQQDA+pmZ6lZmAoSoEq15AbfxmqvZSdrSXAWAFaVpMBt06LG7JYtcISLj/Lm5+P6Zs8QEKU5P5ImIBB7ZfAxnPrQVAGDSM5ibl6y4IVO4ny9gmfbKgU68xsv3mPQMrGZl9AuDRdACHHH7NGfM8PlZ2N2TR2ylJhix7dtrxfnH4wtvfdzNv5/m5SfjuuXKGuTjmVtPLsNPz6kGIK1uLhE+X1xSiBduWo5/X7cEL9y0HBaF9FYBTgLpsS8uFPftIy71stRHitvHvdtMUey4JtZcRVmAaEGUOIm2ik9A9PZYQjEqs7ms1e02F1oHIw+pFDT5jg+dkJPcZM646vWzsDvjSxpASJhSmGpRuSbaY/0szgi0o2lQkr6tZZr5ZG6xkmwvHtAxDMp5o+CRLmkOt+SiqX8UncMu6HUMFhWmql2dE1hQyG02anu0045Ojw/9vA54abr2xqVRr8OKkjQAnFceoT4Wox4Xzs+HhTeuSrkP+ai+T7zeUt5rWWlETdkAQ5HgwXRSaRoeuXIhrCZtRV+cNitL/PfP36nVjJe3n2Vx/VO78fsPGwBMHh6q1zE4uSxD/Ewk3H3aTE3pbcc6JoMOS/k5WhNoo+urTkl6AipzkhSPFmQYBgsLU1HKJ3Ee9USvcVWY9y0KyQfKgaiBq4YsgBixEB2uq4yKEgpSE709llCMZItBNIR+3jYU0bWcHh86h7kT7iqFklkBXJiSkO023nRX28i4Oikl6YlYV5kNFpBFv05LCNqO6Qpp5xHSsIg3cmjdc3ALr8u5vCRNscy4oSCE6h3sGNaM8UMYk3odgySNeeMJrOINJR/FgXRKNMEwJ4bPR4qT34j//uK5+OMl8yS7bihMJAsg/LsqJxnz8lMm/JyaZFpNuHJxAQCg3+HBwQ5taI863D7U8O8Ng47BmhmTGz3H9O7CuxcbZSGosYhGXmuEBhDWYKNe6SIblEYwriqVm0UW+PlwV8uQatFn0TIlC/WMBQf8KO6xhJKcVJoGANjZEplxVcg6nJNkQqrCmf8E3dWhONNdbR/iJvQCMq5OyG3rZwAAXj3QiUFH7PaNYd6Qk2Im42o0UcYbBet6tW1c3XZsAMBYEiStMTsvGQYdgyGnF93D2pBYsDl5vVWLQbPeBWt5g8zRrmH08tIihPrIkYVY0FvNtppV648TyQIImy0tS3nevLJE/LdWvMUC+8bHt6/GJQsLJi2rk8FYT8QfgteZVt9n8YLFyJl39rUN4cPa3qhKEuTzs3hsaxN2NA8CgCiBE40Y+ZfWHz9qwJee/lzRe0fPE+cQp4xoq/gERG+PJRRF0G/Z0TQQ0SRdw4dkzi9IUfzlm8cLfbfEePh3IH6WRWM/Z5QpTktQuTbaZNWMTMzJS4bbx+KPHzdE1SIkWLw+v2jIEQ4ZiOhgcXE6AOCIRJrXcuDx+cVEhavK0lWuzcQY9TrM5CMw9mvEs0zQw85JUi7hRajkpVhQlZMEHwt8St6rmkEez1XOuGo2qrc10PPLwn/vbMVHdVx/E97JWjaupieaxOSvWjFQBtZjOu3ciD1XheuE93EiAmLIJkFIhJC4dmfLEO5+5RBqurV3OO/0+DDgcIsREwKbG/vxyJYm8edodgy6eVUpZudy684uhQ71fX4WP32rRozGjJZzDjnWNGpBxlUiKJYVp0HHAN12d0QTxO5WzvN1bl6yVFULmkLeuNhjjx/vm+5hF+wuH/Q6hhJaTQLDMPj62nIAwKaDXfjN+/UxZ2BtHXTCxwKJRj2yNJg4h5gcQXO1y+Y8YRGqFQ52DMPu8iEj0YiZCsq9hMrSUs7wK1Vyxkjp4t9FxenaPvhaXc6123bek4RQH3k8V7n5RU2Nu/RE7v20r92G339Yj8+ODeCVA50AtO8NN+b9qXJFeAKrMV3TjXkMh1d5Ud+PzKtxTYwtnaOWc+fm4sJ5eaKRtX9UW/ve5oFRnPXwNpz58Das/dNmPPhxo5j3IjB8/vcXz0WVgvlZpObCBfnjJHaU2FvW947g5QOdYr6V3GTtHt4HIq5p1K2GJJBxlQgKi1Eval1t5cM/Q4VlWXFTO0cF46rgsSd48MUDgiE822qCQctuHypz8owM3Hv6TDAAnv+8HY9ta1a7SpIyyEthZFqNimd/JiIjN8WMnCQTfCxwWKNJrbY1ce+EhYWpmp5nZvPvsH18UkW1EZIrat2bXEhutLN5kDJSawRhlP1zewveq+mJ6FpvH+nG+j9tFjPFK5nd+njuPq0Ct/Ah9m1DTnzjhf0Y5T1qNTy1AJDH4B0JgRv56ZpurO5hGleDvREhOVpc0mmwSnFFdpIZ3z+rUjy49fo0MinxHOkahiPAWeBfO1rwpac/h8/PwsfLxG6ozMKaGZkq1VA6Ag8FlVg+CQdkqRYD/nDJPHxtTbn8N5UAoZW+/vw+bG6M7gSqZFwlgmZZMael93GYoYHtQ050290w6hlVjatCEpF4oJZPZlCWob1M1Frj0oUF+O4ZswAAf9/WjB3N4R0iaJEh0YhDeqvRBsMwKMvkxm/bkDYlTXa1DAIAVmpUEkBA8Fyt6x3RhHf6MJ9cUemMwqGypDgNZoMOA6MeNPY71K4OAS7RKAC8W9OD+14/AncEiUs+begXN7rlmYmit5MaZCWZcfbsnBN+bzbosKhQm3rOApF6f0pN4EZ+Oq9fqbxuyagW32ij5xMCemFO0tihqJCsKiPRiNV80szBUQ88Pr84f+q1eGoQBoGHgkqsO4VbWIx6rC7PiBrN2gw+amXI6cV9rx1RuTaRER0tTmiCDZXZAIAdzYNheX8K3kIVmVZVsklnWznX+LY40lwV9GVnZJFxNRgunJ+HM6uy4fOz+PZLB/F+ba/aVZIEIYlbssY95IiJmcWH2mslC3UgdpdXTFSoVb1VgfIsK8wGHWxOryaMhAP8uEzRuHHVoGPERGVbo9yjIFb40dlVuOmkYgCAx8eKIf3hIGicfXlVCZ6+fin0KruIFqUlYHV5BrKsJuQlm3HfWZX48BsnY0WptueXSL0/pUaoRTCPU7BjhGuDEb5zjNhDiAihfqANBLuaVg58AGDbsX4xAeqCghT89sI54t+uf2oP/vkZFzmo03qoQpDoFPZcjVZ+dcEcnFXN2Zkc7uh2giPjKhE0s7KtKE1PgMvrx6cNoW+wPuMn02UlaRLXLDhK+PCITo1kilaCThv3XaNFc0VtGIbBD86uwrqKTLi8ftz7yiE8s7tN7WpFTNMAZ0iipGbRSWUOp7uqxWR8mxv6wYKbX/NTtJ14wGLUo5pPLlDXo36Ch2Y+oVWJxjVXAU53HQC2Nw2qWg+Cozo3GbetLhN/dksQ9plkNmhC1kOvY/CHS+bhjdtW4tWvnIQL5uXBoNf+dkVzmquCwTOIskLdIzUMk+aq8miqxTXS9wkOPT9vasVztWVgFN984QDePspJ2VjNBuh1DHL4XBCN/Q70O7hD52hYFwVD4EGDEsmaojW5YEGqBd8+pQIAoDEVi5DR/mqF0AwMw2BDFXeq8H5NaB59LMviM16Xb0VpmtRVC4rUBC4kejiOZAGEDONCFltieswGHX51wRxcujAfLIDffVCPj+qi24NVWKzkUDKrqKQknfM8r+nWRjh7IFv5eX3NjAyVaxIcQnIEwdtWTYQIkPRE7ct1nMyH7u1rt8HjCz8EnZAOhmFg0nNbqC2N/RgJ09tD2HeTHndk6ETvT23M0cJzDSYRmC5iz1X+H9SFVEUr6wPqBtrAwI/992p6cbBT/cinfgeXWCvBqMM5c3Jw7dIiMAyDJ65dgj9eMg9/uWw+HrlyAZ68drGovR3tBL5XtTE6tYt+nJdv9LYWGVeJkNgwKwsA8GljPxzu4MPQmvoc6LS5YNAxqulmjSW08kb1oA0Wj8+PThuXLbA8k4yroWDQMdi4YSa+uKQQAPCTt2rQO6KtbJuhIBwokCxAdDI7LwkMuDByIZRcC/hZVoxIWBsliQfmF3BJrWp71fdcjaZxWZ6ZiCyrCQ6PT9TYJdRHSD51/1s1+PnbtWFdYyzTOxEJjEY9V4OTBeA9V8Pc/mvkKxMEEYDVzL0f3q/txXc3HVa5NmPvmuwkM378hWrM5B1/sqwmnFyegRWl6VhSlIbq3OSgDoWigcBvoYjtIYolWsZ7+apXj0gh4yoRErOyrShOs8DnZ/FRffDefJ/ynn8LClJU0VsFuMx5eh0DFkB3HEgDdNpc8LOAxaBDZhR4RmkNhmHw9TVlqMpJgs3pxY/fOKqZ0JpQERLnqJmohAgfs0GPbN7r+JgGtEIFDnYMo3fEDatJj3n5yicpDIfZfDLFgx22iJIARQrLslE1LvU6Row62aMBr1+C49aTS1GWEZnkkWBQi5XNrFoIGoFa8R4UnUlD8Fx9eX8nvrfpcNjfgXqQ8gRKMajd88I1zhPy8OVVpTh3bi4AYMDhRtewC89/3o5/bW8JK3dKpPhCOPCJFcZ5rtLwmJJAvXd/lO63ATKuEiHCMAxOmcl5r35c1xf057bwhli1JAEAwKDXoSiV0wRsHXSqVg+laOUzixemWWjTFCYWox4//kIVzAYdtjUN4B+80Hq0IWy6M60kCxCtzM3nPC4Pd9pVrskY25sFqZd00YNO68zITESiUQ+3j0Wzihq2XcPc4ZdexyAtIToOvxbzUSc7SHdVM1yxuBC3r5sBgNs872oZDNk7RvRcpWVCRAgbKq0kj/GHoLkq6BuOuH14+2gPukI01FNCK4LQHhVZVtx2cikAYNTjx3mPfoZfv1eHBz9pxIa/bMWjW44pWp+xd038TBSBhmRFHFf5/0djCyutTysXZFwlQuZUXhpgW9MAnJ7ppQF8fhZb6jlD7IoSdbO9CrqrNlfs6662DHAG5MLU2BAFV4uKLCu+c/osAMBjW5uiLiTWz7KiPAQltIpehM2vlpJaCYkNl6uUpDAcGIbBHN7Ldk/rkGr1EIwXeclmGKMgWQ8wpru6v8OGIQ3JU8Q7Zj4ldMugE7c9tw8fhnDwDYxtYuLJm0gOxpJCqVwRnlCM5ufOycWzNyyFUS/IA4QHJbRSAQ01uUa6PhFAdpIZi4tSoZ+gn/xtazPah5RzNhrivWXj6V3DxIiOqBKM11xVsSIREh0rekJTzMlLRnaSCXaXD7uD2Jwe7bZj0OFBkkkvhmSqhaC7OqxCOITSHOzkQjdnZiWqXJPo59y5ufjC7Bz4WOAnbx5VJZwmXBxun/iSSokCbUdiYqr5REz727URkt1rd+FAxzAYAKfOjA69VYE5udx7qK5HPd1Vu4s7mIymMZmTbBaN/ILWLqE+CwtTcfbsHGTw8j9tIRzAHOiwodvO6YnH0X5XFnT8jkorG2ihGsEkKmMYBhVZVnFzG8p3sDk9GOL1o6kPqYtGul5ceSZqHb2OwaNXLsTDVywUf2fQMbCauGijK/65E//30gHZ5Uz8LIt7X+V0X+MpeaLSnqsiUdjGuhgxRJNxlQgZvY4Rk5e8Xzu97qqwCVtakgaDysdVQvilsJmIZWp5w8GcvBSVaxIb3LNhJgpSzGi3ufDAB/VqVydoBF1Hk56JmtBt4kQqeeNq08CoJrR/36/lvOPm5icjK8mscm1CY77gudqmnueqMC6tUaC3Gojgvbozyjz4YxmzQYf7z6nGaXxU0UiQyUaPdtnxpac/xyE+i7RBR1uCSBA2hn71pJzHEc7mVNjbBvvRTxv6sOEvW8WfDRO5xxFxQxTbQ2KeyhwrStMTYDHo8OMvVGFpcRoAwOX14/2aXvzyjSNo7JPvwDnQMeD8eXmy3UdrBB40nPHwVmw62Cnr/aJ5DOpIFoCIZ9bznkof1vZOudFnWRZvHOoCAJxUpq4kAACUZ3BenM0D2gmtlQOfn0UTn/imgjxXJSHJbMCPv1ANHQO8fqgbm/mQaK0zyIfvJluiQ9eRmJiCVAuSzQa4vH4c7VZfd/W9mh4AwLqK6PJaBYDqXM5Q3TIwGpS0jRwIYfXRkMwqkBW8BMSn9aGFnhPyk8h7Io0G2ac7eLkYq0mP02ZlYU1Fhmx1iweEfaFWNoVCLULxEgs1rP/jgHngrOpsFPJ5DQjl0KI5W4t1inesJgP+e9NyfHLHGpxZnYPfXDgHL9+yAql89MwjHzfgDx80yHb/QKeUKxYVyHYfrbOlUZmon2gcg7oA62r/SPREiB4PGVeJsFhRmo4ksx5DTq+Y1GQianpGUNszApNBh3Pm5CpYw4lJ48PmoimsOxzahpxw+1iYDTrkp9BiVyoWFaXiqiVFAICfv1OjmmEmFJr6uYOEkjTqB9GMQcdgVrYVAHCMPzhRC5vTg895r8+zqnNUrUs45CabkZNkgtfP4kDHsCp1aOIP+IqjbFwuLkqFXsegw+ZCXbc6bUdMjGBc/bi+D3/+pHFaD3e3j3OxrM5Nwq8umIOMREp4GAlCpmONOK4GyAIE/5lQPVcFL90bVhTjp+fOpnBwlVHbrK/2/Yng0TEMClIt+Nm5s8VD8iEZ98bC++aapUXjssLHG3KfvUXzGAzsFZf/cyee2d2mWl0igYyrRFgYdAy+MJszlr5zpGfSci/t6wAAnFaVIyaTUhPhhM7mjO2EVkJoR1lGYly/xOTgttWlyE8xo9vuxt+3NatdnWkRPFczrdEVuk2ciOBxubdNXd3VD2v74GeB8sxEFEShpxLDMKjiZRaOqOQFLIzLaJNUSDIbsLiQk5rZHGLiJEJe8pK5sdg66MQT21twoGPqecLLG1+NJAcgCYwoC6CN7e2/d7aG/dlgv4GPtxREmwc+IQ89fKJGsrFHDyeVpeOyxZwn6d42G854aCtqe6RfFwnT4to4jJC4Z8NM8d+sQubPaByDDMPgrOpsMfnaPpX3OuFCKyoibDZUcvpeH9T1YsR9orFy0OHB/3jj6vUnlypat8lI5UOj+0ZiW3O1oY/zbJuRSZIAUmMx6nH7uhkAgBf2dmjee1XQdoymxDnExMzlEwLWqpiICQBeOcBpRn1hdvR5rQoIemN7gkjKKAd2flwmm6NPB3lVGbc5+qhm8oNVQnnOrM7G/edUIyeJ80CdTB6AZVn8b18H3uYPxkknUxqEc2wt2FZH3F68zM/Tobz7xzxXg/sSggQCneGrh5aMKPe+eghAdOs+xiOV2VbxgGRw1IMdzYOS30PuhFla5vJFBdjIG1hl91yN8nb+6bmz8Z0zZgEAeuwutA85Va5R6JBxlQibRYWpKE6zwO7yjdNd6rQ58dO3anDe3z6DjwXyUsxYWa4NXb4yXnO1w+bSvFEsEgTjajkZV2Xh1FlZKEgxY9jlxdtHtW1gGOa9tJPIsyTqmZHJyQI09o+otoBqHhjF3nYbGADnakDqJVxm53Geq/vbbapoJI4ZV6NvXK4oTQMAbK7rjen3aLRh1Otw9uwcZFo546p3EitfTc8IfvZOLTY3crrh0dgHtYigbaqFze0fPhzTTnz8qsVBf27sOwRXXpCeoAgpjaBi3xtwuOHjb3/F4vjV1IxGclMs2PH903HhfC7R1JAM0Z1jMiXxOVcw4uGbQp6ritxFHhL45Mt7220476/bUNMVXRJUZFwlwkavY3AGr7f3l0+O4f3aXvzhwwZc8vgOvHygEy6vH4WpFvzygjnjRIrVJDXBILqbCx59sUhDL+fZJhhjCGnR6xhcspBbPL6wt0Pl2kyNcOqXnUR6etFOSXoCdAxgd/lU875/eT/X31eVpyMnObpC2gNZkJ8Ck57BwKgHbYPKn4x327nnl6YBuZxQqcpJQqbVCJfXr5rnLzE5Bn695fVNvIkTDtxSLQZcv7wIX16ljciiaEdY5vo0YFwVDm9mZlnFXAPBIKzUg/0G/jg3mBBjfHfTYfHfVywuVLEmRDhYjHpxTbfpQCfue/2IpIenYwn2JLtkVMGEeHAVzywvScOiQm6NzgJoUDlaL1TIuEpExOUL81GQakHXsAsbXzmEf+9qhcfHYmlxKh65cgFeuGk5Fhamql1NEYZhxKzpcpzMaQGfnxWTpZAsgHxcMC8XBh2DQ53DmsjePhldvAZWcVqCyjUhIsVk0KGU975XIxETy7J4h/fUvnBenuL3lxKDXofqXE5mYUfLoKL39vpZcVyWpEffuGQYBmtmcNEoW3nvR0I7iMbVSTxXBeNfdpIZ31w3A8VR2Ae1iJY2z8Kjv2RhflifD1YXcEwWIE4tJhqACfBRU7PrDY5ye6oVJWkwG8i8EI0I0Y7ddjfePNyNnRKujYS5Il6T3gkjQgOvB82TnmjC3764CPPyOX1/r18raSKDg2Y/IiKyksx46toluGh+HqwmPRYWpOBPl87Dw5cvwJKiNE2GCgn6U4MO+bIiqsne9iG4vH4kGHVRmWwmWkhPNOGUmZzu8PN72lWuzeQIHtrJpLkaEyzgFxtqGPQ/b7Ohw+aC1aTHyeXRn5RgcRF38HdIYUO1PSBqIlpDslfP4J7/m4e74fVF18I31tHruaX907va8Obh7hP+TjqZ8qBXOOxzKsL1EgvVQDwmCxDafYjYQzDIX7+iWOWaEOFyZnUO/nzZfNHIOuqR7t0uzCnx+tpRShZAbOcYMGIb+ZeqJ8rWmLK+Dn/wgx/g3nvvlfMWhAZIthjwvTMr8eE3V+OxqxZhVVmGpgd1Ke+lIeiSxhqfHRsAwCUd0aJxO5Y4bx6nObmrdVDdikxBNGs7EicyI4v3XO1U3nP1hb3cIcLpldmwGKMvEdPxLOGNqzuaBxS9rzAmE4w6GKLUKnHKrCxkJZnQY3drXnc63sjkw8D3d9hw3+tHsLdtCG4vtznZ0zqE5/jDQFofSIuw7tVCQitB9zXUJyyUv/fVQ3h8W9O05UkWQH200vTxbjyLBfQ6BieVpiOXlwdoGRiFyzvesFXXM4LHtjbh79uaUNc7fbj2sX4HbnturxitE6+vHS1FNkQLRn59/Of36/DOkRMPirWKLKt6v9+P3/3ud/jPf/4jx+UJIiKyk7iXxtBobHqubuWNq+sqtJFELJZZWJACBkDroBP9DnU0MKfC4/OT52qMIXhbHu1S1nPV6RlLXHjRguiWBBCYm8fJArTbXOLCXwlGXJyOWTQnmTPqdbjx5DIAwJM7WjWRxIfg+NYpFfjamjLx51ue3Yv7Xj8CAPjN+3X4tIGTcgglizwxPYLR4N2jPXhpn7pa7OF6L+Xz0U7H+kfx963Nk5brtDlx3+tHcKDDBgDQa8XCF+eoOQ0Lt6auEP1YeFmHhzcfwy3PfD7ubz956yge2dKEv25uwv1v1Ux7rfdrerGrZQhePws9g6jW6o8E4f0QrORKuMTSSkyQOKrvGcE9Lx9CjYYl+AKR3LhaX1+Pq6++Gs8//zwKCihbIKE9BCPTkDP2jKu9dhcOd9nBgBOEJuQlyWwQ9er2ttlUrs2JtAyOws8CVpNe9GYiopuyjETodVwiptbBUcXuu+3YAEY9fuQlm0WjZLSTmmBEVU4SAOCIgtlIu+2cITcak1kFct2qMlgMOtT1juC5Pe1kYNUIWVYTvnRSCS5ZkI8cPpHh+7W9uOzxHajnPY0uX1SAezbMUrOaMYcwno902/GLd2rFxGFq4A/Tc/XPl87HT8+pBgDR23ki3j7SgzcPd6Ofl9fKtFLCzLhH9Fwl62q0c1plFlL5vXJD33jv1MB8JZ226ZOBuvmQ7rUzMvD8l5aLDk7xhjAutBDZEC2cUZWNTOvYOrlXpUS+oSL5sfW2bdtQUVGBv/zlL/jWt74l2XUNCopjC3pV+igN19MaWmvPdN7INOzyKtqvgoFlWQw4PEhLNE4YZjVdW25v4TI3z8y2ooCSVEyLFH1zRWk6mgdGcahrGGfMzpGqapIwwmf6zLCaYFQgjFtrYz3amag9kw06VOcm4WDHMGp7R1CWZVWkLq/z2o0bqrIV6UtSM1nfnJGViKPddtT1OrChWpl+28N7uRelJWjuHRQser0OKQlG3LCyBI98egy//aAeu9uGcO8Zs6J68xRLa837vlCFfW1DuOGpPQAgJrq0GHX42rryqDfuH4/a75+bVpUiP9WCX71bBxaAn1G2P42DXz4aDLqQ6pCeZMKqCk5P2etnwbLshO3p4S0Ey0rScP2KYqyekUHSANMgV/80+MauF+rzlgODgZG9DmqP9Vjj+PY8f34+TirLwFkPbYWfHT+P+QOsgzanF68f7sLaikykJ058wCIc0ZRkJKI8W5n1qtpM1D8NBibg3/L1Wz2vU6pT8/0jEefMy8P5Cwtw07/3YGfTAN443I2sZDPmaNzBQ3Lj6jXXXCP1JaHTMUhPV35ApqSQcUpKtNKe1UXpAIDmIacq/Woy6nvs+Nazn2N/2xBmZFvxzdNm4uLFRROWnawtd/Lek2fNy9fUd9M6kfTN5RWZ+O/n7fi8fVhzbc52ciEU6VaTonXTyliPFY5vz3mFaTjYMYyavlFcocBzHRr1YOsxLpT4mpPLNdfPQ+H4tlw5MxtvHOpGXb9Dse/F6jnjdEayJarbEgDuPXcOkhNNeOCdGrxf04vT5+bj6pOiM9lZLK4181zjvQ9vW1+Br6ybgYwY9jRU6/2Tng58tSANv36vDiwLpKQmID1ZnaSiBgM3x1it5pD7tD5hrG/86b06uH0+uL1+eHwsitITcPOacpgsnGF+TmEqLlhWIl3F4wCp+6chIAovNS1RNT10hjfqJCcnKDaP0lpTWgLb08PPIT6WRVJKAvrsbryytw2dARJKXj+LH75+FBcuKsAfv7h4wmsa+P6YlKjsPkQLBLZnkpV7FxgMelnbIWmA8ybW6XUx095pvFPcm4e7cbRnBB/cdYq6FZqGkIyrra2t2LBhw6R/37p1KzIypF9U+/0sbDblkg/p9TqkpCTAZhuFL8oylGkRrbVnMr/u6LG5MDAwvRi3EtT22PHlpz8Xwy0aekbw7f/sRXO3fVzmzanasnvYhTf2czpfK4pSNPPdtIwUfbMqg3t5Hu6wobt3WBTg1gIdfZxxNdGgU6Q/aG2sRzuTteecHC6p1b6WAUWe6+sHu+D0+FGWkYA8izJ9SWoma8ucBO6FcLjdptj36uXlHAzwR2VbAmPtOTzsxDWLCzA/x4q6nhGcUpam6HdKSUmQzHspFteaWSYG587NRX3vCNISjLhoTjYYtwcD7tiTRdLK+4cBFyE9OOiA0etTpQ4uN3ffUYc75PHo9IzV+ffvnqipmGnWY8TBGVjcbm/UzmFKI1f/FBIkAsDg4AjMBnWMq8J3GrE7Ze8TWhnrscJE7TnMR9iwLDD3B2/C7Rsfz37jScXY0TyIgx3DePnzdrT2jeDn5885QVPVzl/H64mfuWKi9nQIc6bM7TBs54yrrI+NifbW63W466wqJBp0eGV/J3ps8s8vExHKWjMk42pubi5ef/31Sf+empoayuVCwjuF9o9c+Hx+Ve4bq2ilPa1GbnAMjXo0UR8AeOjjRgw5vZibl4wfnV2FVw924V87WvCHD+pRnpGAVWXjDy0mast/72iF189iUWEKZuckaea7RQOR9M28JDPSE4wYGPXg85YhMeGQFmjlw0AzE42K9getjPVY4fj2rMjkTqP3t9vgdHllzzgvZOk8dVYWfD4W0SyZf3xbzuY1V9uGnOi1ucQTcjkRNsMWgz7qx4nQnnNykzEnlwvViubvFItrzR+dXTXu52h+PsGg9vtHCP70etWrh6C5CpYNuQ46AHnJZtFD7ZKF+bAa9XjtUBf6HR58+8UDY4XZ2O9PUiN1/ww0Lnq9LPRQ53kIXc7vC73PhYvaYz3WCGxPi04Hq0mPEbdvnGE1J8mEW1aV4uIF+fikvg93/u8gAGBXyxA+qevFhfPzAQAtA6P4/utH0NTPHVjqEH9zRWB7srycgs8v7/gQ7wflxqHcVOel4GtryvDK/k6Mev3Y3zaE6pykkBM2KkVIxlWj0YiKigq56kIQipDKhzM5vX64vH6YVdYkaR0cxSd8Fu4fnF2JssxEfGNtGYZGPXj5QCe+t+kInv/SsikTBoy4vXhxXzsA4NplxZOWI6RHr2MwNz8Znzb0o7ZnRFPGVSEDemEahU7FErOyrUgw6jDq8aN5cBQzMuUL/Rl2evEJn118w6xs2e6jFlaTATlJJnTb3WjoH8GSxDTZ7znCG1etpujTriUIYhoYBmBZdTO3R3BzHcPg39cvQdPgKFZV5cE54oTX68fnbUNiAquxspHWlJASNZMKCvfWqL2DCBGTQYd/XbsER7vtsBh0WFmWfkJk3vH7Z0+AEXZzYz8OdY4lCi3LSJS3whpHMAQqNURjLbFcAr9e9vlZXP/UHnzvjFm4aEG+yrWaGO3ErxKEQlhNelj4F0JXgHaMWrx6sAs+FlhWnCoaSRiGwV2nVaAy24phlxe//7B+yms8taMVdpcPpekJWFsRnXp30UwFn1To+KyaajPs5ML7ks2Sy2sTKqJjGMzNTwEAbG8alPVeW4/1w+dnUZ6RiKrcJFnvpRbz+LY80D48TUlp6OAz7OZEceIngiC0i5BzJtwkUykWIxYXpYkbWgA4b27uCcZUS5QnTCGkI3rjWYjJKElPwBlV2VhbkTmh5NmcvGSUZ44ZTV8/1I0ntreAZVl4+UloVVk6nrtxGc6s1lbCX6UR5k4/y6p6CBKtpFiMuGJRAdL5RJwPbz6mboWmgN6KRNzBMAwK0zhh6bahUVXrwrKsGHJ7wfy8cX+zGPX47pmVYAC8daQHz+5uO2FCZlkWf9vShMe2NQMArl9RTBlbVaAii1tc1PVoy7hqd3MecmRcjT2W8B7Su1oGZb3Pm4e5+SmWD22EzcGxfmX0Nvt476+c5NhNKkQQ8YqwAlNz+yzcW8rV4CULC/DZnetw16kVOLMqGxfNz9Os51A8oRUPNWF7otVQXUJ6kswGPHfjMly2kJsH9nfY8OdPGnHrf/biyR0tAIAsq2mcATZeEUbF5202nP3XbaJcgtRsOzYw/oYxxN0bZuL/TuUi6HOTteucQDtuIi7JSDShHg4Mjqqb1OFY/yhaBp0wG3RYOyPzhL/PzUvG9SuK8cT2FjzwQT0+axrABUuKkG5ksL/NhjcPd6OGN+h96aRinD83V+mvQACozuG0Bo902+Hx+TWT1GqYT5CWZKbw41jj5LJ0PLqlCbtbh+BnWVkOVewuL3Y0DwIAzophr4N5+dz43dduU+R+o3yymUQTLcEIItYQpuJYDdG+ckkhrlxSKP2FiahG7HMq14NQnltWlaIoLQF/+KgBALCnbWwtpZX9kNpU5iSJGrb9Dg/2tdtQKrFUwr52G/65nTNqx2pUwZnV2ShKT0CJhuXuZF3ZP/nkk3JeniDCJtXCdf3BUe80JeVlfwf3AqrMtiJpEu/Cr60pg9WkxyNbmvBpQz8+5fUPBUx6Bv93agUuWVgge32JiSnLSIDZoIPL60fXsAtFGpn0W/is5AWpFpVrQkjNrGxuoWZzenG4c1iUCZCSz5oG4PT6UZxmwaxs+XRd1aaaT2rVMjgKt9cPk8yLUgefjTvRSIceBBFraMG4RF6E8YNWHrHoLa2R+hDKkWk14ZplRTi5PAOvHujEkztbxb+dP4+cfgCgKC0Bb311Fe586QC2Nw/KEtmw8ZVD4r/vOm2mDHdQH4ZhMDcvWe1qTAm5TRBxSUEqZ/ySyy0/WARPqWUlaZOW0TEMvnRSCdbPzMQbh7txqHsE9d3DqM5JxqqydJw1OwdpCfJnuCYmh2EYFKcloK53BDU9I5owrnp9fth4z1XSdow9TAYdFhamYEvjAHa3DsliXP2gthcAsK4iK6Y36ZlWE5LNBgy7vGgeGMVMGQ3JLMtiRPRcJeMqQcQa3FzJqisLwFtXKeFUfKFun+P+T10ufinPTMTt62fg6qWFqO91YH5BCq1zAjAbdGOH9zIMVo/PDwD4xtpyLCiQfk9ABAcZV4m4pCCVMzb12t2q1kMwrlZmT58oZkamFXecUoH0dCsGBkbg9frlrh4RAnPzklHXO4LabjtOm5WldnVgd/nEf1tJczUmWVmWgS2NA9jRPIjrlhdLem2314+P6/sAAKfMPFGyWaIuxgABAABJREFUJJZgGAZlGYnY32FDQ9+IrMbVUY8fPj7RA8l1EETsombOEj95rhIKI3Z36nNxT1aSGVnk1DEhwujwy/CCEK64viK21+xaJzYFGQhiGlItnKenzame5qrD7UNjH+c5u7Q4VbV6ENJQxCdJax5QN0mawLCL81pNMOpgIPeVmERIarWzZRCjHt80pUNje/MARj1+ZCQasbAw9k/AZ/AJF4Q5WS6EJIqpFgOspLlKEDHHWEIr5a2rNd123PbcXtT02MfVhYhdtPKMSXOVIKZHOPCS4+3gl1FrmwgeMq4ScUmKBjRX97QNAeAy3qUnUtboaGcOrwFzsHNY5ZpwDPDJ2pLJazVmqcpJQk6SCR4fKyaekgpB2/nUWbEtCSAgZLNtlFkqRpDqSE8kKReCiEXGElopf+83D3djV8sQRj1cZFNeCnmPxRO3/mcvXtzXoWod4mC5QBBho5Mx4aFwSTkS3BLBQ8ZVIi4RNDGbB0fh9akTXl/TzXkWLIoDr7B4QMj62DnsUq1PBdLCe9CWSJyNktAW6/jwny2N/dOUDB6WZbGZN66uLs+Q7LpapjSDeycck9m46uD1VhMomRVBEBLj43fXp83KwtPXL8HsXG0n/iAix6jXIYM/rDvcZccTfLZwpRFMRTryXSWIaSHP1diFjKtEXJKbbAYDwOdnMeRUx3t1V8sgAGCeDIloCOXJTjIh1WKAz8/iCG84VxMbLwuQTsnOYprVMzjj5yf1fZKdhNf1jqBz2AWTnsGSOJEsqcrhdK8beh1wSiyxEIhgXLVSkgeCiEkY3rikpuZqUVoCZgWh5U9EP3odgyevXYJvnzIDAERNb6UR+zsZdghiUgSvUjmGKXmuagMyrhJxiV7HIJmXBrCpYFxlWRZ1vZyH1Nw88iyIBXQMIybC0YLuqp3v1yQLENssLU6D2aBDt90tmVF/a+MAAGBxUWrc6IJmJ5lhNenBAui0uWS7zwhvuE2Mk3YliHiD9rWE0uQkm7G4SN2DULKtEsT0CO+Hht4RyfeK4hikQagqZFwl4pZUUXdV+aRWbUNO9I24YdQzmCVjZmpCWUrTuRD8oxrwXLW7OeNqEhlXY5oEox4rStIAAJ/WSyMN8ElDHwBg/cwsSa4XLRTzcjF1vSOy3aN/xA1gTPebIIjYRA3/QcFziTbX8YeYSE0ll2mWQpIJYlqEBMP/3duBy/+xAz126Q7z/ZRUThOQcZWIWwpTuY203AlMJqKpn9fDTE+AhbT3YgbBC7lB5ozjwdA9zBlxKHFO7HPKLM4I+l5tT8QbK4fbh/0dXFK2VWXpEdctmqjK5aUB+uQzrgpesYWpFtnuQRCEejAyJiwhCK3DkGmHICblovn5mJ+fAoOOgZ8Fuu1uya7tJ1kATUDGVSJuEbKo9o1IN7EFy772IQBjOn9EbFCYxhlMGnpHVN9YtducAMa88YjYZV1FJswGHep7HTjcFZnX9Pu1PfD5WRSnWcTEf/FCQQo3flsGnbLdY4TXXCW5DoKITUTNVRXuTaHZ8YvaRk3SXCWI6VlWkobHr16EnCQT9wsJ94rCvlNHY1BVyLhKxC2pfKIfNTRXj/Geq2RcjS3m5CWDAXcSOaCC3EQgdj6hVSqFH8c8aQlGrKvIBAC8eqAzomu9faQHAHBmdU7E9Yo2qnnP1cOdw7Ldw+HhxmUCJbQiiJhEdBoix1VCBdTqdmRbJYjgYWRIbDUmC0OjUE3IuErELWpqru7vsAEAKimba0yRYNQjmz+NbFE5qdWwkzRX44kL5+UBAF4/1B12tvsBhxs7WwYBAGfFoXG1LIPTTO6wOUXtKqlx8J6rVjKuEkRMoqZtlXQv4xiVnzn1PYIIHmGcSLXWZFlWfOeQ56q6kHGViFuEkNdGhfUx7S4veniNldl5ZFyNNapzOd3VAx3yeb9NB8uyAQmtyIgTD6woTUNBihkOjw+vH+4O6xof1fXB42MxK9uKsoz4kgQAuIzLiUY93D4W9TIltRJkARLJuEoQMQ1LrquEgowltFL2vpsOduLiv28XowDVlicgiGhAal3UwGFPnqvqQsZVIm7J5zVX+x3Kaq4KXqv5KWZYTeRVGGuUZ3Leb62D6nmudg274PGx0OsYZCSaVKsHoRwMw+DKJYUAgH9tb4E3jFijN3ij7BlV2XG5ODPoGFRkWQGMJR2UEpZlxYRW2Vaz5NcnCEI7qCm7Hn+zNyGgdLd7ZX8nWgedYAEkBkRvEQQxPVLJAgRehzxX1YWMq0TckmJRR3O1oZfzlJ2bl6LofQllmMEbVyNNLBQJvXyStpwkE0wGmubjhUsW5CPVYkDbkBMv7esI6bPNA6PY3col2jttVpYc1YsKivikdHJENLh9LIZ5LeTcZDKuEkQsIhxMkd8qoSRqnYcKRp1vri3Hy7esICkqgggCwQAqRYTDwc5h/O6D+oBrk3VVTWjXTcQtKbzmqsvrx2iYGoXhcLiLCxcvz4y/sNt4YDYvC3Cs3yFqUCmNYMChjOTxhcWoxy2rSgEAT2xvEfU9g+HFvZwxdlVZOkp57dF4ZG4eN36Pdkt/ODIa8DxIFoAgYhNxW6vC638sYzttruMVtdadxekJSEs0qnJvgog2BPkMKYbr7z+ox/OftwMATHoGRj2Z99SEWp+IW6wmPdITuIWAkrqr9eS5GtPkp5ih1zEYcfvQbnOqUgchmVWyhYyr8cZF8/OQm2xG17ALj25pCuozTo8P/9vPGVcvW1QgZ/U0TyHvudo2JP3YHfFw49Js0EFPcVsEEZOQXZNQA7W0TkV7vip3J4joRHhPSGFcdfAOYmfPzsFvL5oLM0Usqgq1PhG3MAyDPIV1V70+v6jFWZhqUeSehLJYjHpUZnO6jTXd8iTFmQ5BFiDVQl4E8YbFqMfdp80EADy7p030lJ+Kt450Y8TtQ0GKGWtmZMhdRU1TlcMlGWzoG5E8okHwJLaS1ypBxDxqJLQiQ1ccQw+dIKIGwbjql9DT/Lw5uVhVFt9reC1AxlUirhGMT0OjyuiuHhsYhdPrR5JZj5I4zMYdLxSlcc/2WL9yHtGBtAxwBvxS6mNxyfqZmThtVhZ8fhY/f7sWHp9/0rJ+lsW/drQC4LxW412rKTvJjCSzHn4WaJfYe1WQ6yDjKkHELqLmKomuEiqgdL8T7hfnSweCCAmdhO8Jlk7VNAUZV4m4RtBdHRz1KHK/Nt5rtSg1Ie6NGLHMvHxOt/FQ5/Reg3IgGHHSEshzNV65Z8NMJJn1ONJtnzK51dbGATQPjMJq0uOShfkK1lC7lKZzmrNS6662DXLG2vwUilogiFhHDduqoLdJq8v4g545QUQfUkQ4CNegOUAbkHGViGsEfT2lPAwP8sa2yhyrIvcj1KEknfMYbeGN6Upjc1JCq3gn02rC19eUAwAe3nwMAxNIn/j8LP70cQMA4IJ5ebCaqL8AwBw+qZXUWtzCuMywmiS9LkEQ2kHNhFYEQWIUBKF9BAcrvwQDVrgGOW1pAzKuEnFNHu9B1O9QxnO1ZYDzXKrIIuNqLFOdyxlnGnodGHErIzkRCBlXCYBLblWZbYXd5cNDnx474e//2dOGhj4HUiwG3HRSifIV1ChF/KFbXa+0msmC5mqikWQBCCJWEROVqGnmoj123DGWIEfZfkdnCAQROsIULcn4IWkOTUHGVSKuSeNlAWxOZYyrR7o5z9XSjERF7keoQ5bVhFSLASzGQoGVRPCYzaekaXGNQa/DnadWAAD+t78Tu1sHxb912Jx4dEsTAOCrq8uQlkgSEgLz8lMASC8LMCIYV0lzlSBiFmF/++bhHrQNqRO9QsQfjMqeo2TYIYjgkfIwRI2DPGJyyLhKxDUpfEIrJTRXXV4/WnlD25zcJNnvR6jLDN47+aDCuqsen1/0XM1PMSt6b0J7LC1OwwXzcgEAP32rBoMOD1xeP370xlGMuH2Yn59MWqvHUcInpOuxuyX1PHd4uGuRcZUgYhcL75n+712t+PnbtarUQW1DGxE/UOI2gggdKRMfUlI5bUHGVSKuETRXWwadU2bUlgJB19Vq0lOioThgLq/bWC9xaPF0CMmsAJCGJgEAuPPUCmRaTWgZdOKSx3fggr99ht2tQ9DrGHzvzErSaTqOtEQjCviDCSmT0g3w8jMpJNdBEDHLnadWYHlJGgBgyKm8LBARn0gaZhzB/QmCmB4dP2Ck0FwdUz2mUagFyLhKxDW5yWYw4BK7yL0IPtrFhZjOyUsWT6yI2KWUT2rV1K9sWKDgtZpk1kOvo35GcEb2P14yDzOzrBh2edHv8CA9wYg/XDyX9J8noSyTk25pkVDWo8PmAjB2qEcQROyxujwD1y0vAqCC/iXlFiIUhnR+CSJ0hOHyxPYWySSoaAhqAzKuEnGNjmGQopDuaiuvvVXMh5wSsY2gq9s0IG3G8enosXMGnHTyjiYCqMpJwr+uXYzvnjELXzm5FE9dtwQryzLUrpZmmZnFSbcc6pDOc1WQGKBEcwRBEISkiBqO6laDIIjpEZys9nfY8J1XD0V0LeEQjw44tAGt8Im4J8ViwJDTK7vuqhBeWplDnmLxQGkGZ0TvtLngcPsU01kUPO0oaRpxPEa9DhcvIH3VYKjM5ubpZgkPRxyU0Iog4gK19rhCYhPaY8cfY7IASntLC32Oeh1BBMu5c3Oxr90GYCziMFQa+xy4/YX96Bx2SVk1IkLIc5WIewr4jOrHZA7fFpJZzcgk42o8kJFoQl6yGSyAw13KJbUa5HUdMyj7O0GETRl/OFHTMwKfFKJYAEbIuEoQcQU5ERIEQRDHc8mCfDx/4zIA4b8ndrUMiobVJLMeJekUGasFyLhKxD2CcbVvxC3bPYadXrQPccZVmvziB0G3sU1C3cbpEDyw0xJMit2TIGKNmdlWGPUMRtw+dEngFeD1s3B5uaSJViMFDRFELKOWFx9ljY5fpMw+Hl4FVLovQUQrEUp5COf+q8sz8PqtK5GeSPs+LUDGVSLuSbVwHn7huuUHQ2O/AyyAnCQTMq00+cULQlKrIxKJlQfDgGhcJQMOQYSLXsegiNfHrpFg/HbzBlqjnkGyhcYmQRAEEf2QxitBhEekUh6CJEeCUY8EI0VEaQUyrhJxj5DQSk7N1aZ+TrevkJJZxRXVuVxSnGP9yiW1EvpxOskCEERELMhPASDN4YiQaC47yQy9jlx8CIKQDo/Pj//730G8c7QHAOlfxiNqP3G1708Q0Uak3ubCx2hJqS3IfYKIewTvpMY++QxgB/lkVnPzkmW7B6E9ClO5vtWkpHHVIXiuknGVICJBSErXIMG7weHh9FatpLdKELGPwpnba3tG8HF9n/hzUZpFmRsTmoFRuM8JCLcjKQqCCI1Ih4xfSCZHY09TkHGViHsKUrhFaK+MmqtNA1yyrIosyuAeT1TnJoEB0G13o2/ErYgkhOi5SsZVgoiI+bzn6sEOW8TXcrjJuEoQhDwIm+xMqwl/vnQ+rTUJgiA0jlQHIgxZVzUFyQIQcU8qr005NOoR9Uukppn3XCxNpwVvPJFg1CM7iTOotg3Jn9SKZdkxzVWSBSCIiCjL4ObrbrsbdldkmtwjvHE1kYyrBBHzRKqlFyrC0tVs0GFmtpU223GMUn1OvJ/gPafoXQkidgh3zAoJrWjsaQsyrhJxjxA+7fWzsLt8kl/f4fah2855xQphpkT8UJnD6a4ekMD7bTq6hl1wef3Q6xhkWc2y348gYpm0RCMKU7nIhoMdwxFdSzDOJhopYIggCGkRQ7NVrQWhBSjBFEFEB5F6rgoHG6S5qi3IuErEPRajHjm8d2FD34jk1z/cxW3Ks5NMSLGQN2G8MTPLCgBo5qUh5EQw4ucmm2E20PROEJFSnsl5rzYNRKa72s57ruel0KEHQcQ6SjuOsqS9F/eo9ezHDPvU+QgiFIQxE+55CEuCx5pE8t13R0cH7rzzTqxevRrLly/HzTffjNraWqlvQxCSkpvMbXgH+GRAUlLfyxls5+RSMqt4ZAavfXaoMzLPt2CwObn+m2oh7ziCkII5fBLCfe2ReZ4POTnP1SwFdJcJgtAGSnkRshQeGvdEaqgJB7vLC6+PXGUJIhx0oudquLIAvOeqVBUiJEHS5+F2u/GVr3wFPT09+Otf/4qnn34aVqsVN9xwA/r7+6W8FUFISiovDSAkA5ISIdN0URpJAsQjQlKchj4HfH55F6FDo5wBJ5U8pAlCEmbxnudN/ZF5ngsJrRJIc5UgYh6lvfjGHJjIvEooQ023HWc9vBWNfE4JsuwTRHiE7bnK/19H876mkNS4unPnTtTU1OC3v/0t5s+fj1mzZuE3v/kNHA4H3n//fSlvRRCSIuiu9oy4Jb/24S47AGBePnmuxiP5KRYY9QxcXj86h+VNatU8yBmAcpLJO44gpEDQTK7tsYsG0nBwuLmDD6uRjKsEES8o5dOndBIjQnsobV+p7RmB28eCAVCanoDZuUnKVoAgohzhMCx8zVXhQtLUh5AGSWNHZ82ahUcffRS5ubni73Q6zn5rs0UWUmdQUD9Qr9eN+z8RGdHQnjOzee+kgVFJ+xrLsmjjDV7lWYkRXzsa2jKaUKI9DQBK0hNQ3+tA65ATpZlW2e7VNewCAJRnWRWdMwWof0oLtad0hNuWJZmJSEswYnDUg1abU5QJCBWHxw8ASE4wqDI2pSZW+yatNaMXLbWnwcDtdhko06eEvZaOke5+WmrPWEDu9hSeO8uyivQ5ho9pXlWegb9csUD2+wVCfVNaqD2lJdj2NAaM07DGLG9UNeiYmFhXTkQ09k1JjavZ2dlYv379uN89+eSTcDqdWL16ddjX1ekYpKfLZ5CYjJQUCuOWEi23Z0kOt2Ee8fgl7Wv1PXYMOb0wG3RYPDMbZoM0XktabstoRO72rMxLQX2vA212j6xzmY33rCvOTlZlzhSg/ikt1J7SEU5bLixOw0c1PTjSN4rVs/PCuq/NxXmuFqo8NqUmlvomrTVjAy20Z1I/F6Wi0+sU6VPC/fQy3E8L7RlLyNWeDoY3PjDKzGNWK5erwmjUq/ZOo74pLdSe0jJde7r1nE2ABcIaQxYLF6Vothhjal05EdHUN0Myrra2tmLDhg2T/n3r1q3IyMgQf37nnXfwwAMP4MYbb0RVVVXYlfT7WdhskWXqDQW9XoeUlATYbKPw+fyK3TdWiYb2NPq5evUOOzEwMCLZdT9v6AUAVGRZ4Rh2ItJeHA1tGU0o1Z6VWYl4A8COhj5csSA840wwdA1xXtIW+CXtx8FC/VNaqD2lI5K2rMxKxEc1wP7mfgwM5IR8b5+fRTsfwZCsgypjU2q00jdTUhIk82igtWZ0o6X2tNu58e7zKfMuHh7m7uf3s5LdT0vtGQvI3Z42G2dgZ1np+sBUjIxw9/N6fYq/06hvSgu1p7QE255Ddi7aMNwx6xjlPu9xe2NiXTkRWumboaw1QzKu5ubm4vXXX5/076mpqeK/n3nmGdx///244IILcM8994RymwnxepVvUJ/Pr8p9YxUtt2c6nwCoY8gJj8cnWVKA+h5usitNT5D0u2u5LaMRuduzOJU7cWsdGJX1Pn0jXEK2VLNB1f5B/VNaqD2lI5y2rOZ1V3e3DIX1HOwuL4RcdlajPqaeZaz1TVprRj9aaE8fn0GdZVlF6uIN2HRKfT8ttGcsIVd7CtdkWWXmMa/CfXwiqG9KC7WntEzXnmPvifDGrPh5v3pjUCmiqW+GZFw1Go2oqKiYttxvfvMbPPbYY/jSl76EjRs3UvZKQvOUZSYCAIacXgw5vWKCq0hp7OO8YMr56xPxSUUW9/zr+0bg8vphlkEbx8+yGHRwCdkyEimhFUFIhWBcbRschdPjgyXEpFQjvFyHXsfApKf1EEEQ0iIkNtHR9BK3qLXXZiibDkGEhTBywk1HKJgadWRn0xSS7/AFw+rGjRtx7733kmGViArMBh2sJm7DPDTqkey6BzuHAXCyAET8UphqgdWkh8fHon3IKcs9bKNe8IeYSE+U5nCAIAggO8mEnCQTfCywvyP05JwO3rhqNelpTUQQcYDSw3wsaTTNL/FKpIaakFHsRgQRm0T6nugfcUtyHUJaJDWufvbZZ3jsscdw3XXX4fzzz0dPT4/438hIbGpBELFDKu+tOuT0SnI9p8eH5gFOB2t+fngZponYgGEYlKRz0gC1PXZZ7tHHe62mWAwwRlFWRYLQOgzDoIr3Xq3vDV2T0+Hm3imJIXq8EgQR3bBKGaD4+9Amm1Cu03FQnyOI8AgcOmyI47ZtaBT/29/JXYcGoaaQdAe+adMmAMCTTz6JNWvWjPvv8ccfl/JWBCE5uUlcKHXzgDQJLep7uQOFFItBMpkBInqZk8cZ2Gt65DloEiQoClMtslyfIOKZ+QUpAIDP24ZC/my3nTv4II9ygogPlPYgZcmNMO4R7Cs+FnApoE1IfY4gIiPwPRHqaKrrGbNVnDorU6IaEVIQkubqdNx///24//77pbwkQShGaUYi9rTZ0DHkkuR6h7s4D8X5+Sl0qkSgOI3zXG3qlycbdTefdbKIvw9BENIheK4e7baDZdmQ5vTuYW5sFtDBB0HEFQo7rpIoAAEA2PCXLfjdRXOxojRdtnso7CBLELFHwITNsgh6Avf5Wdz18kEAwPKSNCwpSpO8akT4UOwoQfBkWDnP1X4+vDpSGnhPwtIMMnYRwDxeGkLQ4ZUaQc4i1SLpmRlBEAAWFKRAzwCtg0702EN7Rzg8Y5qrBEHEPkobOVlRFoDMq/FK4JN3ef1h6YNHel+CIIJnnCxACJ/rHB7L3TE7l2QHtQYZVwmCJ5PPsN4d4sZ5MgQj2rz8FEmuR0Q3guZqj92NUd7YIiUdfKKs7CSz5NcmiHgnyWxAMT+GD4R4QDLCJ7RKNNHBB0EQ0kOeq8Tx4qdye5aS4ypBRAYzXnQ16M/5A1Q/vrG2TLL6ENJAxlWC4CnP5DbODX2Ra2L6/KwY/l2ekRjx9YjoJy3BiBxe1/eQDN6rx/j+NiOT+htByMHS4jQAwP720DyCHKJxlTxXCSIeUNyBlBJaxT3m4xKZKmX8JG9pggiPcDVX/bwhNtlsoPGnQci4ShA8hamccbV72BVy1r7jOdbvwIjbh0SjHmVk7CLALUBnZlsBAM0Do5Jfv2+E87jO5g24BEFISzWvu7o3xKRWI25OssNqJOMqQcQTka4lg74P+RHGPckWA+47s1Kx+1GPI4jIYI7XXA0SP19WR3ZVTULGVYLgyeAzObt9LIZGvRFdq4U3npVmJMBAsx/BU57BGVcPd0nruer2+tHn8AAAskgWgCBkQfBcPdpth9cf/Eq4nZfsyE2msUkQ8UTLoBM/fvOoJBFRU0GaqwQAXDA/D5cuzOd+UMj6ST2OICLnqn/twq6WwaDKCp6rNN9rEzKuEgSPxahHQQq3+a2PcCH8eRsXNjojyxpxvYjYYU4e5/lW3+uQ9LrNg6Pw+VkkmfWi9ABBENJSkGpBqsUAt4/FgRCkAQZHhYMPGpsEEW9sOtiFp3e2yXoP0lwljkd2b2bRwCPvbQgiVkkw6pHHH7o3D4zi3aM9QX2OJc9VTUPGVYIIoCiNkwboGnZFdJ26XjsALsM0QQjMyuaMq0e77XBKmNSqj0/ClptsppNMgpAJvY7BfH5OPxiCbjJprhJEfOP0Sp/EMhCWDF0Ej1JdgGQBCCIy9DoGz964FBcvyAMQ/Jjy8fO9jiZ8TULGVYIIINPKeRb18MaqcPCzLPbynqvz8pIlqRcRG5RlJCDVYoDL60eThLqrXXbuMCAzkTzjCEJOlvHSANubB4L+zIhgXCXNVYKIC5Q+5BRlARS9K6FlFJL7JQgiAqwmA7KtoUlGsaJxVY4aEZFCxlWCCKAknfNcjUQfq33ICafXD4OOIVkAYhwMw6CKT4qzuzW0pDhT0djHyQyUU/I0gpCVRYWc5+reNhvcXv+05VmWxSjvpW4lz1WCiAsEDX8BuQ1dY5en3Xa8Ixj25batkvGWINTBRxrbmoaMqwQRgGBc7bCFLwsgeK3Ozk2iZFbECQhhxbXddsmu2c3LWOSnWCS7JkEQJzI7LxkpFgNG3D7U9U5/CGd3+cTMrklmg8y1IwhCCxSlJeCvVyzAXIWil0TNVVpyxj1KdwEy8BBEhPBDKNgDC8FzVU9DT5OQcZUgAhBkAfpGwpcFELxeK3kPRYIIZF4+t9na0yad52ov318zrMZpShIEEQk6hsGiwlQAwGdN00sDtA1x8h8ZiUZYSBaAIOKGpcVpOHt2DgD5vQhr+MNa2msTArJ7rvL/pz5HEMriJ89VTUPGVYIIoJhPaNU2OApXECGfE7GHD/dWymOBiC7m8P2ibdCJEbdXkmsKsgCl6SQLQBBys7iIM64GI+0x7OLGeGoCHXwQRLwhbH3lDKF2ef34+7ZmAICRXJniHkaJTif/5QkibhCHbBBHIj4/iwMdXIQsBcdqEzKuEkQA2UkmJBr18LFAp80Z8uf9LIvaHs5zdV5+itTVI2KAjEQTitIsYAF83mqL+HpOjw8Dox4AY7IWBEHIx8qydADA561D8PqnXgw73KS3ShCEfJYoR8Ah7U0rS2S7D0FMBDnPEYRyPPRpI37/YQMAQE/WVU1CxlWCCIBhGGQlcdIA3fbQdVfbBrlkViY9g2IydBGTUJ3Dea8elUB3tdvOSQJYDDoy4BCEApRlJCLVYoDT68feaeQ9RnjjaiJJAhBE3CEYnuR08hOTmwBYXpIu452IaECphFZK3IEg4gEmBM3V5oFR8d+XLyqUqUZEJJBxlSCOoyyDC60WPFBD4QhvLJuRaaVkVsSkjIUVD0Z8rZZB7kVblJZA+jsEoQAGHYMVpZwRY0vj1LqrgudqIh18EEQcwhu6ZLRD+XnveR2tOYkA5OxzDrcPv3m/HgBprhKEkvj4+f57Z8zCFYsLVK4NMRFkXCWI45iRyRlX2wZDlwXY3TIIAFjEG88IYiKEpFYHOobhDlPbV6CFP8UkT2mCUI51FZkApk9q1cq/R7L4ZIkEQcQPyniuclenA30CUMbYGRh1NYfySxBERDAI3ttcKKMjZxrNQsZVgjiOvBQzgDGPwFCo6+W8XatyrJLWiYgtqnOTkGIxYMTtE5NRhUsr30+L0yxSVI0giCBYXpIGHcNtMruHJ5eQ6RzmjKtCRARBEPHDWG4h+cyrgicT2VYJQBmDvsfHOQWkJxhx3fJiGe9EEEQg4nxPFjzNQo+GII6jMjsJAFAToiyA1+fH/o5hAMCiQvJcJSZHxzCYy5/2b2+e2vNtOgJlAQiCUIZMqwmz+HfFlsb+ScsNOLhkc+mJRkXqRRCEdlDCuUjIqUeeTEQgcsoCeHihX8EZhSCI8BGn7iDGrJ8VDtNovtcqZFwliOMo4j0A+0bcIYVs1/c54POzSDDqUJhKXoTE1Ai6qwd4g3y4CGHHJSQLQBCKsnZGBgBge/PgpGV6R7iEc6kJZFwliHhDie2voLlKsgDEeOSzrm462AUAMOrJjEAQSuKjwzTNQ7MiQRxHWoJRzLre2B98yPbuVi5r9OKiVEosREzLsuI0AMCulsGwQwa9fhZtQ5xxlTxXCUJZVpVzxtWtx/rFUK1AXF6/mNl1ZhZJxRBE3MHIn9BKONyhzTYBjOk3yoXd5cW7NT0AgFSLQdZ7EUQ8wQZxIMKyJAOjdci4ShDHwTAMKrO5jXAoepg1vMD7nFwSdyempzInCUY9gyGnNyQjfiCdNid8fhZmgw7ZSZQwhyCUZE5eMlItBthdvgnlPXrsnBar2aBDBskCEETcEUK0Z9j85ZNGGa9ORCtyGfRdARF93zqlQp6bEAQxIUKkgp6sq5qFjKsEMQG5KVxYf6fNGfRnhOyZVTlJstSJiC3MBh0W8tq8n7fZwrqGoLdamGohrxWCUBiDjsEps7IAAO8e7Tnh7712ThIgO8lE0QwEEcfImdBKmFq+dcoM2e5BRA9yJ7QK9JwjOSqCiJyxxIfTlxVkAWhNqV3IuEoQE1CRyWV2PtodXFKrQYcH9b1c2epcMq4SwbG4MAUAsO1YeEmtWgZIb5Ug1OSMqmwAwEd1fSdodHfznqvZVvIqJ4h4RAnPVWFDvqAgRca7ENGC3CYXoS+TaYcglMPp8eGD2l4MOLhDez0NQM1CxlWCmIDyTE4WoG1oNKjyB7uG4WeB0vQE5KVQMisiOJYUpQEA9rXbJtRsnA7Bc5X0VglCHZYWpyE9wYghpxe7WgfH/U1IZpWVRBmVCSIeUcK5yEfZo4kJkMtZWrwu9TeCkATBC3WqIfvYtmbc88ohtPBJjCmZnHahJ0MQE1CczhlIG/oc4/SFJmN7E+d5OJ88B4gQWFCQggSjDn0jbjHxTSi08sbV4jQy6BOEGhh0DE6r5KQB3jzcPe5v3cNjsgAEQcQfcicXAgA/JTghAhiTBZDHuipclfobQShHLx8JVZxmwflzc7GkKFXlGhGTQcZVgpiA8oxEJJsNfLbn6ZMN7WvnNDNPKk2Xu2pEDGEy6DCbT4D2WVPo0gAtA+S5ShBq84XZOQCA92t6MejwiL8X3h2FqXT4QRBxiWDoklEXgBKcEOORtx8ImqvU2whCGoIZS8Ir5OIF+fjB2VWwGPVyVomIADKuEsQEMAyDcl539XCXfcqybq9fTGY1Lz9Z9roRscWK0jQAwN4Qk1r5/CzahkhzlSDUZkFBCqpzkuD0+vHXLcfE37fy4VtlGYkq1YwgCDUZ01yVz7rqpwQnRAByd4MxVQDqbwQhJVO9JVia56MGMq4SxCQs5EP8j05jXN3dOgiPj0VGopE8lIiQWVacBgDY3jwQUkbh9iEnvH4WRj2DbNJ0JAjVYBgGd6znMnW/vL9T9CjvdwiaqyQLQBDxCCOz5yrLjpltKcEJEYjcmqvU3QhCOSiRXPRAxlWCmIRgPVf38B6HK8vS6USJCJnZuckwG3SwOb2iB3Qw7GkbEj9P4YAEoS7LStJwUmkavH4Wj25twojbiyGnFwCQZSXjKkHEI4Lmqlx+q76AC1NCKwKQ3/giaPxSdyMIaRDH0hQnIiyNu6iBjKsEMQkLCzmx6Joeu7iYmIitjf0AgHn5lMyKCB2TQYflJWkAgJ0tQ0F/rr53BABQnZMkR7UIggiRr68tBwC8c6QbT+9qAwBkJBqRYjGqWS2CIFRibNMsz/UFvVWANFcJjrGEVjLfh3zoCIIgToCMqwQxCQWpFpgNOri8fjT2TZzUqsPmxBHes3V9RaaS1SNiiBV8IrQtvKE+GPa0cobY+QVk1CcILTA7NxmnzMyEjwUe3dIEAJiTRzrcBBHvyKW5GnjwTx5NRCChyEyFdl3u/9TfCEJaSHM1NiDjKkFMgkHHYC6/MT7cNTxhmU/q+8ACWFyUipxk0r0kwmM5r7u6r90Gh9s3bXmvz4+mfk7XsTLHKmfVCIIIga+cXAojL364uCgV3zl9lso1IggiVglwXIWeNt0ESBaAIGIRYaonw532oWdEEFMwg9ddPdQ5sRbmZt7TcE15hmJ1ImKPiqxE5CSZ4PL6sb/DNm35o912ODw+pFoMKE2nTOQEoRVmZSfhn1cvxs/OrcZDly+gQzeCiGPkTmgV6LlKmqsEANmtnmOJdai/EYQUCN6oU70nSHM1eiDjKkFMgRCuvatl8IS/OT0+7OI1MlfPIOMqET4Mw+Akvq9tbRyYtvzBTs6TenYeJbMiCK1RmZOEM6tzYKCxSRBxjewJrQJcV3U03xAByGXQB8kCEITiBAjAqFgLIhjIuEoQU7CoMAV6Bmjoc6DT5hz3tx3Ng3B5/chLNosergQRLstL0wAAH9T1Tlt2fwdnXF1ASdQIgiAIQpPInM/qOM9VmW5CRBWy9zn+ytTdCEIahLG0t20Iv36vDn0j7hPKkNZx9EDGVYKYgvREE2Zlc9nYtzcNjvvb64e6AHBeqyQwTUTK+oosGPUM2oecomfqZOxv56QD5hdQshyCIAiC0CLi0lAmN8JAzVWSBSAA+Y2elFiHIKQlNcEAAGi3ufD85+1483D3uL+Penx4v5ZzvKFRp33IuEoQ0yCE/O8IkAYYGvXgw7o+AMDFC/LVqBYRYySa9FhXkQkAeOdIz6TleuwutA05wQCYR56rBEEQBKFp5PZc1dOOmzgOViaD/pjmKkEQUnBmVQ5+eHYlFhRwezqHZ3xi43eOju0JE016RetGhI7kxtXm5mZ89atfxbJly7Bs2TLceeed6Orqkvo2BKEYy0vSAACfNvSJC9lXDnTC62cxK9uKqpwkFWtHxBJnVGUD4KQB/JMsjIWX7Lz8FCSZDYrVjSAIgiCI4BG8+xxuH/odJ4Z6RoqguUpehISAmERNputTYh2CkBaTQYfz5uahmrcneP3jR++gwyP++7RZWYrWjQgdSY2rbrcbN954I/x+P55++mk8+eST6O7uxm233SbbCRpByM2CghQkGvWwu3x483A3WJbFKwc6AQBXLCpQuXZELLGqLAOJRj3ah5w43GWfsIwQLnJmdbaSVSMIgiAIIgQEHdTDXXZ84a/bcLhrasmfUBH24JTYkhBgZPYpJVkAgpAHYR73HWdc7eE1WC9ZkA+LkTxXtY6kxtWOjg7Mnz8fv/jFL1BZWYnZs2fjxhtvxKFDhzAwMH0GbILQIka9DjeeVAwAeOjTY9h0sAvH+kdh0jM4vYoMXIR0JJr0OLk8HQDw0CeNJ3iv7m0bwuEuO3QMqO8RBEEQhIZZWJCCWdlWGHQM/CxQ2z0i6fWFNQLZVgkRmfsCyQIQhDwY+Inc6xvb+7UOjuLZ3W0AALOB1DyjAUljSktLS/HHP/5R/Lm9vR3PPPMM5s6di/T0dClvRRCKcuXiQry0rwMdNhd+8lYNAOCKxYUUlk1Izo0rSvBJQz+2Nw/iO68exmWL8uHzs2i3ufDQJ40AgJVl6ciymlSuKUEQBEEQk5GVZMbT1y/Fva8ewns1vajvG8HnrUOSXb/b7gJAyayIE+m1uyXtawLNA6MASBaAIKRG8FztHHaKY3dP29gYXj8zU5V6EaEhm2XopptuwubNm5Gamoonnngi4vABg4LWer1eN+7/RGTEQnumGHT46tpy/OC1IwCAtRUZ+NapFYqHYsVCW2oJLbbn3MIU3Hd2Jb6/6Qjer+0VM0QKVOUk4ftnVyk6JwaLFtszmqH2lA5qS2mJ1faktWb0ouX2tJq47dbTu9rw9K42ya9v0DGS910tt2c0olR7Gvnrf1Tfh4/q+2S7j56Rvs8FfW/qm5JC7Skt4banEPL/Xk0v3qsZv/dbW5GBk8ozpKlgFBGNfZNhQxBDbW1txYYNGyb9+9atW5GRwT34w4cPw+124y9/+Qv27t2L//3vf8jPDy+rOsuypO1CqA7LsvjRKwfh8vpx33lzYCWvVUJGHv6wHi/sboWeYaDXMTDoGayqyMSdZ1TCbCDNHYIgCCmhtSYhF1vqe3H/psNwHZcFWiouWVKIb5w2S5ZrE9FFTdcw7v7vPgyPeqYvHC4McNXyEnx53Qz57kEQccaRThs2/ncfhp3ecb836nW466wqnDEnV6WaEaEQknHV4/Ggubl50r+XlZVBrx+/6Xc4HDj11FNx3XXX4Rvf+EZYlfT5/LDZRsP6bDjo9TqkpCTAZhuFz+dX7L6xCrWndFBbSgu1p7RQe0oLtad0UFtKi1baMyUlQTKPBlprRjfUntJC7Skt1J7SQW0pLdSe0kLtKR1aactQ1pohud4ZjUZUVFRM+veOjg7s3bsXZ599tvi7xMREFBUVobu7O5RbnYDXq3yD+nx+Ve4bq1B7Sge1pbRQe0oLtae0UHtKB7WltMRae9JaM/qh9pQWak9pofaUDmpLaaH2lBZqT+mIpraUVMDgyJEjuOOOO9DQ0CD+zmazobGxcUqjLEEQBEEQBEEQBEEQBEEQRLQhqXF19erVqK6uxsaNG3HgwAEcPHgQt99+O9LT03HppZdKeSuCIAiCIAiCIAiCIAiCIAhVkdS4ajKZ8Le//Q0lJSW45ZZbcN111yElJQVPPfUUkpKSpLwVQRAEQRAEQRAEQRAEQRCEqkie7jwnJwcPPPCA1JclCIIgCIIgCIIgCIIgCILQFJJ6rhIEQRAEQRAEQRAEQRAEQcQLZFwlCIIgCIIgCIIgCIIgCIIIAzKuEgRBEARBEARBEARBEARBhAEZVwmCIAiCIAiCIAiCIAiCIMKAjKsEQRAEQRAEQRAEQRAEQRBhQMZVgiAIgiAIgiAIgiAIgiCIMCDjKkEQBEEQBEEQBEEQBEEQRBgwLMuyaldiOliWhd+vbDX1eh18Pr+i94xlqD2lg9pSWqg9pYXaU1qoPaWD2lJatNCeOh0DhmEkuRatNaMfak9pofaUFmpP6aC2lBZqT2mh9pQOLbRlKGvNqDCuEgRBEARBEARBEARBEARBaA2SBSAIgiAIgiAIgiAIgiAIgggDMq4SBEEQBEEQBEEQBEEQBEGEARlXCYIgCIIgCIIgCIIgCIIgwoCMqwRBEARBEARBEARBEARBEGFAxlWCIAiCIAiCIAiCIAiCIIgwIOMqQRAEQRAEQRAEQRAEQRBEGJBxlSAIgiAIgiAIgiAIgiAIIgzIuEoQBEEQBEEQBEEQBEEQBBEGZFwlCIIgCIIgCIIgCIIgCIIIAzKuEgRBEARBEARBEARBEARBhAEZVwmCIAiCIAiCIAiCIAiCIMKAjKsEQRAEQRAEQRAEQRAEQRBhQMZVgiAIgiAIgiAIgiAIgiCIMIgb4+ojjzyC6667btzvPvnkE1x66aVYvHgxzj//fGzatGnc33t6enDnnXdi5cqVOPnkk3H//ffD4XCMK7Nv3z5cc801WLBgAdavX48//elP8Pv9sn8fpRkcHMQPfvADrFu3DkuWLMFVV12FnTt3in/funUrLrnkEixcuBBnn302XnvttXGfd7lc+PGPf4xVq1Zh8eLF+L//+z/09/ePKzPdNWIJJdpTgGVZ3HzzzSf0/1hCifbcsmULLr30UixatAinn346/v73vyvy3ZQm0rYM5Ac/+AHuvffeE37/wgsv4Pzzz8eiRYtw5pln4tFHH4XP55Pl+6iNEu3Z2NiIr3zlK1i8eDFWr16Nn/zkJxgdHZXl+6hNpO3Z0dGBO++8E6tXr8by5ctx8803o7a2dlyZN954A+eccw4WLFiAiy66CFu3blXkuymNEm0p4Ha7cf7550/Yf2MJWmtGDq03pYPWmtJCa01pofWmdNBaU1porSktcbXeZOOAp556iq2urmavvfZa8Xc7d+5kq6qq2J/85CdsXV0du2nTJnbx4sXsSy+9xLIsy7rdbva8885jzzvvPHbHjh3sgQMH2CuvvJK94YYbxGs0NDSwCxcuZO+77z62sbGRffPNN9nFixezjz76qMLfUH6+9KUviW3R0NDA/vjHP2YXLFjA1tfXs3V1dez8+fPZ3/3ud2xdXR372GOPsXPmzGG3bNkifv7ee+9lTz/9dHbHjh3s3r172Ysuuoi95pprxL8Hc41YQu72DOQf//gHW1lZOa7/xxpyt2d9fT07b9489sEHH2Sbm5vZ1157jV2wYAH71FNPqfF1ZSXStmRZlvX5fOwDDzzAVlZWshs3bhz3t5dffpmdO3cu++yzz7JNTU3sa6+9xi5ZsoR98MEHlfyaiiF3e/b397Mnn3wy+9WvfpWtra1lN2/ezK5Zs4b94Q9/qOC3VI5I2tPlcrHnnXcee+2117L79u1ja2pq2G9+85vsqlWr2L6+PpZlWXbr1q3s3Llz2SeeeIKtq6tjf/nLX7Lz5s1j6+rq1PzasiB3WwZy//33T9h/Ywlaa0oDrTelg9aa0kJrTWmh9aZ00FpTWmitKS3xtN6MaeNqZ2cne+utt7KLFi1izz777HEv/K9+9avs5ZdfPq78Qw89xJ566qksy7LsO++8w1ZWVo7r5B0dHWxVVRX72WefsSzLshs3bmQvvfRS1u/3i2X++Mc/srfddpucX0txjh07xlZWVrI7d+4Uf+f3+9nTTz+d/cMf/sDed9997GWXXTbuM3feeSd70003sSzLPYfq6mr2ww8/FP/e0NDAVlZWsrt372ZZlp32GrGEEu0pcOTIEXbZsmXsFVdcEbMLXiXa8x//+Ae7YsWKcdf4+te/zt56661yfS1ViLQtWZbbuF555ZXsypUr2VNOOeWEl9sXv/hF9nvf+9643/35z39m169fL/0XUhkl2vNPf/oTu27dOtbpdIq/e+6559iLL7543LspFoi0PTdv3sxWVlaynZ2d4t+dTie7cOFC9vnnn2dZlmVvuukm9o477hh3jSuvvJK97777ZPpW6qBEWwp8/PHH7Mknn8yee+65MWlcpbWmdNB6UzporSkttNaUFlpvSgetNaWF1prSEm/rzZiWBTh48CCMRiNeeeUVLFy4cNzfmpqasHTp0nG/mzNnDtra2tDe3o5jx44hPT0dFRUV4t/z8vKQnp6O7du3AwA+/fRTnHfeeWAYRixz++234+GHH5bxWylPeno6Hn30UcyfP1/8HcMwYBgGNpsNO3fuxKpVq8Z9ZuXKldi1axdYlsWuXbvE3wmUl5cjNzcXO3bsAIBprxFLKNGeABd+dNddd+H2229HeXm5zN9KPZRoz8zMTAwODmLTpk1gWRZHjx7Frl27TphXop1I2xIAtm3bhoqKCmzatAlFRUUn3OOuu+7CzTffPO53Op0OQ0NDMnwjdVGiPT/99FOcccYZMJvN4u8uv/xyvPjii+PeTbFApO05a9YsPProo8jNzRX/rtNxyyCbzQa/34/du3efcI2TTjpp3NwaC8jdlgL9/f34zne+g/vvvx/p6ekyfyt1oLWmdNB6UzporSkttNaUFlpvSgetNaWF1prSEm/rzZg2rp522ml48MEHUVxcfMLfcnJy0NHRMe53ra2tAIC+vj7k5ORgeHgYdrtd/LvdbsfQ0BD6+/tht9vR09OD5ORkfPe738WaNWtwzjnnxKSWS0pKCtavXw+TyST+7q233kJTUxPWrl2Lzs5O5OXljftMTk4ORkdHMTAwgK6uLqSnp4+bkIUynZ2dADDtNWIJJdoTAH7zm98gJycH1157rbxfSGWUaM8vfOELuPzyy3H33Xdj7ty5uOCCC7B69Wrcdttt8n9BBYm0LQHgmmuuwc9+9jNkZmZOeI+lS5eO24ANDw/jmWeewdq1a2X4RuqiRHs2NjYiJycHv/jFL3DKKafgjDPOwK9//Wu4XC75vphKRNqe2dnZWL9+/bi/P/nkk3A6nVi9ejVsNhscDseE1wicW2MBudtS4Hvf+x5OPfVUnHbaafJ+IRWhtaZ00HpTOmitKS201pQWWm9KB601pYXWmtISb+vNmDauTsWFF16It99+G6+88gq8Xi8OHz6Mxx9/HADg8Xiwbt06JCcn43vf+x4GBwdht9vxwx/+EAzDwOPxiAvhX/3qVygoKMDf/vY33HLLLXjkkUfw4IMPqvnVZGf37t34zne+gzPPPBOnnHIKnE7nuAEDQPzZ7XZjdHT0hL8DgNlsFifl6a4Ry8jRnh9//DFeffVV/PznP4+5E8XpkKM9+/r60NbWhttvvx3//e9/8bOf/QwfffQRjXVENk5HRkbwta99DS6XC/fcc48kddYycrSn3W7H3/72/+zdd5wTdfoH8E/K9sIuvVdZ2tJBwC6KKHZsiOXsonjenWfh7tSfZzm7Z+/nWRGxFzwRuyJFQBCVXpe6sL1l0+b3RzKTSTKZzEwmyezu5/168WI3+c7Md2p2njzzfF9Ac3MznnzySdx00034+OOPceutt5ref6tJdHsuWrQIDz/8MC655BIMGjQILpcrbBqR/FrQWpm9LQFg3rx52LJlC/72t78lfwUsin9rJoZ/b5qHf2uai39rmot/b5qHf2uai39rmqu1/73ZZoOrZ5xxBmbPno3bbrsNw4cPx+zZs3HFFVcAAAoKClBUVIRnnnkG69evx8SJE3HEEUegW7duGDZsGPLz8+F0OgEAhx12GK677joMGTIE06dPxzXXXINXXnmlVT1aJPfFF1/gsssuw6hRo/DQQw8BCFwMIg9+8fecnBxkZ2crnhzNzc3IycnRNI/WKhnbs7KyEn//+99xxx13hKXQtwXJOj7/8Y9/oFu3brjmmmswdOhQnH322bj55pvx3HPPxRw5t6Uzsi31OHDgAC666CJs2LABL774ouJjSK1Jsran0+lEv379cMcdd6C0tBQnnHAC/v73v+Ojjz5CRUWFuSthIYluzzfffBN/+tOfcOqpp0o3WmJGUeQ85NeC1igZ23Lr1q148MEH8cADDyA3NzcFa2FN/FvTOP69aR7+rWku/q1pLv69aR7+rWku/q1prrbw92abDa4CwOzZs7Fq1Sp88803+OKLL9C9e3c4HA50794dADB69GgsXLgQixcvxtKlS3HjjTeirKwMvXv3lh7tKCkpCZvnwIED0djY2Co/BF9//XX88Y9/xLHHHotnn31Wujh069YN5eXlYW3Ly8uRm5uLgoICdO3aFdXV1VEnTnl5ufQHWbx5tEbJ2p7ffvstDhw4gL///e8YPXo0Ro8ejY8//hgrVqzA6NGjsWfPnpStYyol8/hcuXJlWK0YABg1ahS8Xq/0iGdrYnRbarVlyxace+65qKiowBtvvBG1bVubZG7Prl27YuDAgWGvib/v3r3bhN5bT6Lb88EHH8Qdd9yBiy++GPfee69Uu6moqAi5ubmK82itwYNkbctPP/0UDQ0NuPTSS6XPoRUrVuDjjz/G6NGjU7eCFsC/NfXj35vm4d+a5uLfmubi35vm4d+a5uLfmuZqK39vttng6uuvv4677roLDocDXbp0gd1ux8KFCzF69Gjk5eVhx44dmDFjBiorK9GhQwdkZ2djxYoVqK6uxmGHHQaHw4ExY8ZgzZo1YfPdsGEDCgsLUVRUlJ4VS5K5c+firrvuwgUXXIBHHnkkLH173Lhx0sALoqVLl2LMmDGw2+0YO3Ys/H6/VMwdCNRu2b9/P8aPH69pHq1NMrfnlClT8Pnnn+ODDz6Q/k2ePBmlpaX44IMP0Llz55StZ6ok+/js0qULNmzYEDaPDRs2wGazoU+fPklcs9RLZFtqUVZWhj/84Q/IycnBvHnzov5Ya22SvT3Hjx+PX375JSyDbePGjXA4HK0yOyPR7fnggw/ixRdfxC233II5c+aEPcpqs9kwZsyYqHksW7YM48aNS+JapUcyt+WFF16IhQsXhn0OlZaWYvLkyfjggw9Ssn5WwL819ePfm+bh35rm4t+a5uLfm+bh35rm4t+a5mpTf28KbcQtt9wiXHjhhdLvP/74ozB06FDh/fffF8rKyoTnnntOGDZsmLBs2TJBEATB4/EIkydPFv785z8L27ZtE5YuXSocddRRwq233irNY+nSpcKQIUOExx9/XNixY4ewYMECYezYscITTzyR8vVLpq1btwrDhg0TZs+eLZSXl4f9q62tFTZu3CgMGzZMePDBB4XNmzcL//nPf4ShQ4cKP/74ozSPG264QZg8ebKwdOlSYc2aNcIZZ5wRtj+0zKO1SMX2jBR5/Lcmqdie8+bNE4YOHSq88sorws6dO4VFixYJhx9+uPDPf/4zHaucNGZsS7kLL7xQuOWWW6JeGz9+vLBu3bqoZbQ2qdieW7ZsEUaOHCncdtttwtatW4XvvvtOOOqoo4Q5c+akYhVTKtHtuXTpUqGkpES46667oqavr68XBEEQvv/+e2HIkCHCSy+9JGzevFm4//77hREjRgibN29O56qbLhXbMpLS8dva8G/NxPDvTfPwb01z8W9Nc/HvTfPwb01z8W9Nc7W1vzfbbHBVEATh7bffFqZMmSKMGDFCmD59uvDdd9+Fvb9582bhD3/4gzBq1CjhqKOOEh555BHB4/GEtfnuu++EM888Uxg2bJhwzDHHCM8995zg8/mSvj6p9MwzzwglJSWK/8QD99tvvxVOOeUUobS0VDjxxBOFBQsWhM2joaFB+Mc//iGMGzdOGDdunHDDDTcIlZWVYW3izaO1SNX2lGvNf/Cmanu+//77wmmnnSaMHDlSOOGEE4SnnnpKcLvdKVvPVDBjW8pFfrjt27cv5vxLSkqSvn6pluztKVqzZo1wwQUXCMOHDxcOO+ww4b777hOam5uTtl7pkuj2vPXWW2NO//jjj0vt3n//fWHKlCnC8OHDhTPPPLPVBV0EIXXbUq4tBlcFgX9r6sG/N83DvzXNxb81zcW/N83DvzXNxb81zdXW/t60CUIrroZPRERERERERERElCStq7gQERERERERERERUYowuEpERERERERERERkAIOrRERERERERERERAYwuEpERERERERERERkAIOrRERERERERERERAYwuEpERERERERERERkAIOrRERERERERERERAYwuEpERERERERERERkAIOrRERERERERERERAYwuEpERERERERERERkAIOrRERERERERERERAYwuEpERERERERERERkAIOrRERERERERERERAYwuEpERERERERERERkAIOrRERERERERERERAYwuEpERERERERERERkAIOrRERERERERERERAYwuEpERERERERERERkAIOrRERERERERERERAYwuEpERERERERERERkAIOrRAqeeOIJDBo0CIMGDcKrr76q2nby5MkYNGgQzj///BT1Trsnn3wSRxxxBEpLSzF9+vSkLae5uRn79u0zfb5W3a6psn379rDfL7roIgwaNAherzc9HdIpsv+JmDx5Mo466ijT5kdERERERERkBgZXieL47LPPYr63evVq7N69O4W90e6rr77CE088gU6dOuH222/HrFmzkrKctWvXYurUqfjxxx9Nn/cDDzyA2bNnmz7fluDpp5/GKaecEvbarFmz8MADD8DhcKSpV9oIgoCrrroKt912W7q7QkRERERERJRUznR3gMjK+vTpg1WrVmH//v3o0qVL1PuffvopOnTogIqKijT0Tt26desAALNnz8bxxx+ftOWsX78ee/fuTcq8Tz/99KTMtyX4/vvv4fF4wl47/PDD09QbfXw+H7799lsceuih6e4KERERERERUVIxc5VIxUknnQRBEPD5559Hvef3+/HZZ5/hxBNPTEPP4nO73QCAgoKCNPeEiIiIiIiIiKh1YnCVSMX48ePRsWNHxdIAK1euxP79+3HyyScrTrt9+3b84x//wOTJk1FaWopRo0bhjDPOwBtvvBHWbs6cORg+fDh2796Nv/zlL5gwYQJGjBiB8847D99++21Y21g1N3/88UcMGjQITzzxBIBArdJnn30WAHDxxRdj0KBBWLZsGQCgvLwc99xzD6ZOnYoRI0ZgxIgRmDZtGp566qmo+TY0NOCRRx6R2h577LG4/fbbUV5eLvX91ltvBQD87W9/w6BBgwAA7733HgYNGoS33347arscddRRmDx5svS7WN/2q6++wrRp01BaWirVWY2suapnWwGBsg2XX345xo0bh3HjxuEvf/kL1qxZE7atYvH5fHjyySdx6qmnYtSoURg3bhwuuugifPXVV1Ftt27dihtuuAGTJk1CaWkpTjjhBDz66KNwuVxh7QYNGoTbb78dn3/+Oc466yyMGDECEyZMwM033yxtU7HdqlWrpJ/nzJkDIHr/i9t56dKluOeee3DEEUdgxIgROOecc/DTTz+hqakJ9913H4444giMHj0aM2fOxC+//BLV/++//x4XX3wxxowZg5EjR2L69Ol47733wtosW7YMgwYNwkcffYTnnnsOU6ZMQWlpKSZPnox///vfUpbtsmXLMGzYMADA8uXLMWjQoKh5RaqoqMBdd92FyZMnY8SIETj++OPxwAMPoK6uLqrtihUrcNFFF2HUqFEYP348Zs+ejR07doS1EQQB8+fPx8yZMzFu3DgMGzYMRxxxBG644Yawtrt27cKgQYPw/PPP46233sIpp5yC4cOH44gjjsCdd96J+vr6sPm63W488cQTOP744zF8+HBMmzYN7777Lv7xj39Ix76oubkZTz31FE488USUlpZiwoQJuP7667Fx40bVbSFasmQJ/vCHP2DSpEkYPnw4TjrpJMVjKt45KtqyZQtuuOEGHHbYYSgtLcVxxx2H++67DzU1NWHtJk+ejMsvvxzPPvssxo0bhzFjxuC1114DEPhC6bXXXsPpp5+OESNGYNy4cbjiiiuwcuVKTetERERERETUGrEsAJEKu92OqVOn4s0334wqDbBgwQJ0794dY8aMiZqurKwMZ599NrKzszFjxgx06dIF5eXleOedd3DnnXfC4XBgxowZUnu/34+ZM2di0KBBuP7661FdXY3//ve/uOaaa/DJJ5+gf//+uvr9wAMPYOHChfjyyy8xa9Ys9O/fHwMGDEBdXR3OO+881NbWYubMmejduzeqq6vxwQcf4PHHH4fL5cJf//pXAEBTUxNmzJiBjRs34tRTT8Ull1yCsrIyvPHGG1i2bBnefvttnHfeeXA4HHjnnXdw3nnnYezYsQa3NHDjjTfirLPOwgUXXICMjIyY7bRuq+XLl+Pyyy9HYWEhLr30UuTm5uK9997DVVddpak/9957L9544w2ce+65uPjii1FbW4u33noL1157LZ577jkcffTRAIBffvkFl1xyCfLz83HBBRegffv2WL16NZ599lksWbIEr776KrKysqT5/vDDD/j4448xY8YMnHfeeVi6dCk+/PBDlJWV4c033wQQ2H9PP/00tm/fjgceeAC9e/dW7eucOXPQqVMnXHPNNaioqMCLL76Ia665BoMHD4bP58OsWbNQWVmJF198EbNmzcLnn3+O/Px8AMAbb7yBu+66C8OHD8d1110Hu92OL7/8En/729+wbt06/OMf/whb1qOPPgpBEHDeeeehXbt2eO+996RA/l/+8hcMGDAA999/P2655Rb0798fs2bNUjxHRAcOHMD06dNRWVmJs88+G0OGDMH69evx8ssv4+eff8arr74qHQ+VlZW44oorcOaZZ+LUU0/Fr7/+irfffhu///47PvvsM2k733PPPXjttdcwZcoU3HDDDRAEAStXrsSnn36Kn3/+GZ9//nnYMTZv3jw0NDRg5syZ6NatGxYuXIg33ngDtbW1eOihhwAEArbXXnstvv/+e0yZMgWXXnopNm3ahNtuuy0qO9ztduOyyy7D6tWrcfrpp+OSSy7B/v37MW/ePJx77rl46aWXVLfJ6tWrceWVV2Lo0KG45pprkJWVhcWLF+OZZ57B9u3b8eijjwLQdo4WFhZixYoVuPzyy+FwOHD++eejR48eWL16NV5++WV89dVXmDdvHtq3by8tf9WqVdi0aZN0fk2aNAkA8Ne//hWffvoppk6dinPPPRc1NTV47733cNFFF+GRRx6xbBY/ERERERFRUglEFOXxxx8XSkpKhMWLFws//fSTUFJSIrz66qvS+16vV5g0aZJw//33C4IgCCUlJcKMGTOk9//1r38JJSUlwtq1a8Pmu2nTJqGkpES46qqrpNduueUWoaSkRLj11lvD2r733ntCSUmJ8Mgjj0ivXXjhhUJJSYng8XjC2i5evFgoKSkRHn/8cem1Rx55RCgpKRGWLl0qvfbKK68IJSUlwmeffRY2fU1NjTBs2DDh5JNPll578sknhZKSEmHu3Llhbd9//32hpKREePnllwVBEIT58+cLJSUlwrvvviu1effdd4WSkhJh/vz5QqQjjzxSOPbYY6XfxW190003RbWN3K56ttXJJ58sjBo1Sti9e7f0WlNTk3DaaadFbSslo0aNEq644oqw1/bs2SMcf/zxwhNPPCEIgiD4/X7h5JNPFo4++mihqqoqrK24XZ5//vmw9SkpKRFWrlwZ1lbcr9u2bZNemzFjhlBSUqLYTtz/4nY++eSTBbfbLbW76667hJKSEuHMM88UfD6f9Pp9990nlJSUCD/++KMgCIKwd+9eYdiwYcLVV18t+P1+qZ3f7xduuukmoaSkRFizZo0gCIKwdOlSoaSkRJg0aZJQXV0tta2vrxdGjRolHHHEEdJrHo9HKCkpES688MIYWzfkb3/7m1BSUiJ8++23Ya8/8cQTQklJibBo0SJBEATh2GOPFUpKSoT3338/rN3NN98ctk6VlZXC0KFDhauvvjpqWddff71QUlIi/PLLL4IgCEJZWZlQUlIilJaWCjt37pTa+Xw+4fjjjxeGDRsmNDY2CoIgCP/73/+EkpIS4c477wyb50cffSTtV9Hzzz8vlJSUCJ9++mlY2/LycmHChAnCtGnTVLfJP//5T6GkpEQ4ePBgVP/PO+88obm5WRAEbeeoz+cTpkyZIpSWlgqbN28Oazd37lyhpKREmDNnjvSauJ3F7SlasGCBUFJSIrzwwgthr9fX1wsnnniiMGHCBGlbERERERERtSUsC0AUx9ixY9G5c+ew0gBLly5FRUVFzJIAc+bMweLFi1FaWiq95vf7pce5Ix83BoDTTjst7Hdx2gMHDiS8DqKLL74YP/74I6ZMmRL2emVlJQoKCsL6tXDhQhQWFuLcc88Na3vyySfj7bffxvTp003rFwAcdthhmtvG21abNm3Cpk2bcOqpp6J79+5Su+zsbFxxxRWaltG1a1f89NNPePnll7Fr1y4AQLdu3bBo0SJcd911AIANGzZg06ZNOProo+H3+1FZWSn9O/bYY5GVlYVFixaFzbdnz55RWYti/w8ePKh1E4Q54YQTwjIxBwwYAACYOnUq7PbQZb5Pnz4AgP379wMI7GOPx4OTTjoJVVVVUt+rqqqkYzuy3vDRRx+Ndu3aSb/n5eWhf//+hvouCAIWLVqEkpISHHXUUWHvXXLJJXj//ffDBvHKyMiIOudGjhwZtk7FxcVYsWKFlHEqqq2tRU5ODoDo82/06NHo1auX9LvdbseQIUPg8XhQXV0NIDB4HQBcffXVYdOeeuqp6Nu3b9hrCxYsQGFhISZMmBB2TDgcDhx11FHYvHkztmzZEnO7dO3aFQBw9913Y+XKlfD5fACAxx57DPPmzUNmZiYAbefo77//jh07duCUU06RjgvRjBkz0KNHDyxcuFBaBhDYzuPHj49aJyBwTMnXqbm5GSeccAKqqqrw008/xVwnIiIiIiKi1oplAYjisNlsOPHEE/H666+jvLwcnTt3xqeffoq+fftKtSWVpvF6vXjyySfx66+/Yvfu3di5cyeam5sBBAKtkTp27Bj2uxhAUWqbCLvdjpdeeglr1qzBzp07UVZWhoaGBgAIK3tQVlaG/v37w+FwhE2fkZGBESNGmNonAOjQoYPmtvG21bZt2wAA/fr1i5r2kEMO0bSMe+65B3/+859x77334t5770Xv3r1x+OGH4+STT5YCT1u3bgUQeKx83rx5ivPZvXt32O+dOnWKaiP2Xx7g0iNyezidTsXXxX0ZuZ1uvvnmmPPW2n8jx2l1dTVqa2ulx87l8vPzMXTo0LDXioqKokpGZGdnA4BU8xUAsrKy8NVXX+HLL7/E9u3bsXv3buzfvx82mw1AIKirZZ2A0D7Ztm0b8vLy0Llz56i2AwYMwPbt26Xft23bBpfLpbheot27d0cFO0UXXXSRVMbg008/RUFBAcaPH4/JkyfjlFNOkYLEWs7RnTt3AlA+7m02GwYOHIhvvvkGVVVV0vFSVFQkHUPydQKA448/XnWdiIiIiIiI2hoGV4k0OOmkk/Dqq6/i888/x3nnnYcvvvgCF1xwQcz2X375Jf785z8jOzsbkyZNwvHHH4+BAwdi7NixURl6InmGoV6RA1HF8ssvv+Cyyy6D1+vFxIkTceSRR2LgwIEYM2YMLrroorAAmdfrlYJRZvL5fFGBGwBRASI18baVGGgTA2Ry8vqnasaMGYMvvvgCS5cuxffff49ly5Zh3rx5ePPNN3HppZdizpw5UpBuxowZmDp1quJ8Itc1Gds0Vo3aeMsS9/cdd9whZbVGktfi1DJPPcTjVus8tZwjbrcbl19+OZYvX47hw4dj2LBhmDZtGoYOHYpvv/0Wzz33XNQ0Wpbv8XgUjycgFOAV+f1+9OzZE3fddVfM+Q0ePDjmezk5OXjuueewefNmfP3111i6dCmWLFmCr776Ci+88ALmz5+PoqIiU85RMXgsXzel7ez3+5GTk4Onn3465ryUvswgIiIiIiJq7RhcJdJg9OjR0kA3PXv2RHV1dcySAABw3333ITMzEwsWLAjLdBMfXTZKDEC63e6woJ3WR7IfeeQR1NfX46OPPkJJSYn0usfjQVVVVdjj3j179sTOnTvh9/vDgi0+nw9//etfMW7cOFx44YVx+ynndrtRU1OjmP1nJvExbTGzVE7ptUjNzc3YsGED2rVrh6OOOkoKiJeVleGSSy7BK6+8guuuuw49e/YEEMiEjCxr4Pf7sXDhwrDHza1G7H9hYWFU/8vLy/HLL78ktf/t27dHbm6ulBUpV1lZiTvuuANTp05VPdci/e9//5MGM4vMyH3//fcN97Vv3774+uuvUVlZGRVwjjymevbsif3792P8+PFRge9Vq1ahqakpKiArt23bNlRUVGDcuHE45JBDcOWVV6K5uRn/+te/MG/ePHzyySe48MILNZ2jYtmEzZs3Ry1HEARs3boV+fn5KCwsVF3/nj17Ytu2bRg4cGBUpu+6detQXl4uZdQSERERERG1Jay5SqSBWBpgxYoVePPNNzF48OCYj/QCQFVVFdq3bx8VhHjhhRcAGH/8WwxK/vrrr9Jrfr8fH3/8sabpq6qqkJ2dHZWl+Nprr8HlcoX1a8qUKaipqYkKSC1cuBD/+9//0NTUBCCU5SbPelXqJxCoWyl/fDtZhg4dir59+2LBggUoLy+XXvd4PHj11VfjTl9ZWYlzzz0Xd999d9jrvXr1QqdOnWCz2WC321FaWooePXrgww8/jAoQvvXWW/jzn/+Md99919A6RD7CnwwnnHAC7HY7nn32WWl/iu677z7Mnj07ah9qobXvDocDkydPxoYNG7BkyZKw99555x0sXLhQd2ZmVVUVAIR9eQAAO3bswMKFCwFoz/SWmzZtGgDglVdeCXv9xx9/xLp168Jemzp1KhoaGqTzXbR//35cc801+Otf/6qahXvnnXfikksuwZ49e6TXsrKypDIk4vbVco4OHToUvXr1wscffxxV53X+/PnYvXs3TjjhhLjrL2ZmP/bYY2Gv19fX489//jNmz54tlT0hIiIiIiJqS5i5SqTRtGnT8N///hfffPMN/vrXv6q2Pe644/DBBx/gmmuuwbHHHoumpiZ8/vnnWLVqFTIzM1FbW2uoD2eeeSY+/PBD3HDDDbjkkkuQk5ODBQsWSIPuxHPcccfhqaeewqWXXopTTjkFgiDgu+++wzfffIPs7GzU19dDEATYbDZcddVV+PLLL3Hrrbdi5cqVGDFiBLZv344333wTQ4YMkcoiiHUaP/roIwiCgDPOOAOHHnooevTogffeew+ZmZkoLS3F77//jg8//BA9evQwtO562Gw2/N///R+uvPJKTJ8+HTNnzkRubi4+/vhjKYNPLWjXrVs3nHXWWXjnnXdw+eWXY/LkybDZbPj+++/x888/48ILL0Rubi6AwKBDV199Nc4++2zMmDEDffr0wdq1a/Huu++id+/euPbaaw2tg1iD9vHHH8ehhx6qa8Avrfr27Ys//vGPeOyxx3DGGWfgzDPPRGFhIb788kv88MMPOPbYYzUF3iLZbDa0b98e69evx9y5czFu3LioYKfoxhtvxLJly3DllVdixowZGDhwIH777Te8++67OPLII2OWW4jlyCOPxMMPP4z77rsPu3fvRufOnbFp0ya8++67UlC1rq5O9zqdcsopePfdd/Hss89i27ZtmDhxIrZv3465c+ciOzsbLpdLanvllVfi66+/xmOPPYZ169Zh4sSJqK2txbx581BbW4uHHnpINXP16quvxvLlyzFz5kyce+656NSpk7Ssbt26SYFeLeeow+HA3XffjauuugrnnHMOzj//fPTs2ROrV6+Wzscbb7wx7vpPnz4dn332Gd5++22UlZXhuOOOg9frxdtvv43t27fjpptuCqvZTERERERE1FYwuEqk0YgRI9CzZ0/s2rVLCm7Ecvvtt6OoqAiff/45Fi9ejPbt26OkpASvvvoq3nrrLSxYsABlZWW6H7meNGkSHnroIfznP//BY489hsLCQkydOhWXXHIJpkyZEnf6a6+9Fg6HAx988AHuvfdetGvXDv369cNTTz2FtWvX4tlnn8Xy5csxYcIE5Ofn480338RTTz2FRYsW4aOPPkLXrl1x/vnn45prrpGCi4cddhhOOeUUfPnll1i7di3GjRuHfv364aWXXsJDDz2EBQsW4MMPP8SIESPw3//+F08//TQ2bdqka72NOOyww/DSSy/hiSeewPPPPw+n04ljjjkGF154IebMmROzfqbojjvuwIABA/DBBx/gkUcegc/nQ//+/XHbbbdh5syZYcuZP38+nnnmGbz33nuoq6tD165dMXPmTFx99dWKgyVpMWvWLGzduhUvvvgi1qxZk5TgKhA4Jg455BC8+uqreP755+H3+9GrVy/cfPPNuOiii3TVwpWbM2cOHn74YfzrX//CrFmzYgZXu3XrhnfffRdPPPEEPvvsM7z11lvo2bMnrr32Wlx++eW6lz9gwAA8//zzePzxx/HSSy9Jy7jwwgtx4okn4owzzsD333+vq9QAEMjQfuaZZ/DEE0/g008/xVdffYU+ffrg3nvvxWuvvRaWvZqXl4e5c+fi+eefx2effYavv/4ahYWFGDJkCO6//35MnDhRdVkTJ07Ef//7X7zwwguYO3cuqqur0bFjR5x66qmYPXu2VL5D6zk6ceJEzJ8/H08//TTeffdd1NfXo3v37rjsssswa9asuCUBgEC27LPPPotXXnkFH374IR566CHk5ORgwIABeOKJJwwF4YmIiIiIiFoDmxA5bDIRUQsnCAIqKiqkrFq5jz/+GDfeeCPuvfdeTJ8+PQ29o5aouroaubm5ikH5qVOnwuPx4KuvvkpDz4iIiIiIiCidWHOViFql4447DhdffHHYa4IgSPVpR40alYZeUUs1f/58jBw5EsuWLQt7fc2aNdi+fTuPJyIiIiIiojaKmatE1Cr985//xNy5czF58mQcddRR8Pl8+Oqrr7B48WJccMEFuP3229PdRWpBysrKcNpppyEnJwfnn38+unbtirKyMrz11lvw+/145513ogaKIyIiIiIiotaPwVUiapW8Xi/efPNNvPfee9ixYweAQD3Oc889F+ecc06ae0ct0caNG/Hcc89hxYoVqKioQPv27XH44Yfj2muv1V0/mYiIiIiIiFoHBleJiIiIiIiIiIiIDGDNVSIiIiIiIiIiIiIDGFwlIiIiIiIiIiIiMsCZ7g5oIQgC/P7UVi+w220pX2Zrxu1pHm5Lc3F7movb01zcnubhtjSXFban3W6DzWZLax+IiIiIiFpEcNXvF1BZ2ZCy5TmddhQX56G2thFerz9ly22tuD3Nw21pLm5Pc3F7movb0zzcluayyvZs3z4PDgeDq0RERESUXiwLQERERERERERERGQAg6tEREREREREREREBjC4SkRERERERERERGQAg6tEREREREREREREBjC4SkRERERERERERGQAg6tEREREREREREREBjC4SkRERERERERERGQAg6tEREREREREREREBiQluFpRUYGbbroJEydOxOjRo3HVVVdhy5YtyVgUERERERERERERUVokJbg6e/Zs7NixA88//zzeeecdZGdn45JLLkFTU1MyFkdERERERERERESUcqYHV2tqatCjRw/cfffdGDFiBAYMGIBrr70W5eXl2LRpk9mLIyIiIiIiIiIiIkoLp9kzbNeuHR5++GHp98rKSrz88svo2rUrDjnkELMXR5QUPr+AykZ31OsFWU5kZzjS0KOQmiYPyuua4fP5YbfZ0CEvM639ocQIgoCKRg8EQVB83wrHHFFbVtnohs8fOD8zHHYU5WSkuUdERERERGQlpgdX5W677TbMnz8fmZmZeOaZZ5Cbm2t4Xk5n6sbecjjsYf9TYlra9hQEAZfN/Rlr99ZFvVeY7cT7Vx6K9rnpCWh+t6UCN7z3q3SjDwAXjOuJG4/jFxdGWOHYvOuzDXhvzd6Y7+dnOfD+FYeiY35WCntljBW2Z2vC7Wkeo9vy319vwavLy8Jeu/n4Q3D+2J6m9a0l4rFJRERERBSS1ODqH/7wB5x33nl44403MHv2bMydOxfDhg3TPR+73Ybi4rwk9FBdYWFOypfZmrWU7enzC1Jg1WG3wRZ83esXUOvyotIjYEAajkcA2FSxCz6/AJsNsAHwC8Cv++vTcn60Juk8NsVjzW4D7DZb2Htev4D6Zh8OugUMbEH7uKWc6y0Ft6d59G7L3/bXAwicnwIAQQDWHWjkNTeIxyYRERERUZKDq2IZgHvuuQdr1qzB66+/jnvvvVf3fPx+AbW1jWZ3LyaHw47CwhzU1jbB5/OnbLmtVUvbnvKs0C+uO0x6BPT055dhZ1UT6uqaUFXVkJa+uZo9AIDzx/bEhD5F+NO7v8Lr9aWtPy2dFY5Nb3C5z543EuP7FIe9d9aLy7G1ojGtx5weVtierQm3p3mMbkuv1wcAeOiMYThQ78a9izahyeVpEedjMlnl2CwszGH2LBERERGlnenB1crKSixZsgRTp06F0xmYvd1uxyGHHILy8nLD8/V6U//Hu8/nT8tyW6uWsj3lwVWvN7rPPq+QtvXwB/smCAIEf+i1lrBdrSydx6ZYa1VpP4pHos/XsvZxSznXWwpuT/Po3ZZ+vzhd6HPBo/C50Fbx2CQiIiIiAkz/uv/gwYO44YYbsGTJEuk1j8eD33//HQMGDDB7cUQppzzsUGqXbQMgPkHuT2eHKGExxrECAKkkhZDWo46IAMBpD5yRXl50iYiIiIhIxvTgaklJCY466ijcfffd+Omnn7Bx40bMmTMHtbW1uOSSS8xeHFGbZLPZpOBqrFHmqWWQAuY2lTbcxURpZbOFgqs+BleJiIiIiEgmKYWqHnnkEUyaNAl/+ctfcM4556C6uhpvvPEGunfvnozFEZnKyrfN8kCqPZjXaOX+knahodNkr6kEXIkoFUJX2FDmKh+DJyIiIiKikKQMaFVQUIA77rgDd9xxRzJmT0SQlwVgeLUlEwPmSnFUGwPoRJbBsgBERERERKQkKcFVotZCKeCVzvqXYhzVZoOsLEDaukMm0FIWgIjSzQYHg6tERERERKQgKWUBiCi5bADswWgcg6stm+qAVqERrYgoDeSnntPBmqtERERERBSNwVUijayQWBjKcrSxLEArId+nsdtwHxOlm9PGzFUiIiIiIorG4CpRCyKvz8l6nK1EcJ/arRC9JyJFNlsoc9Xr41WXiIiIiIhCGFwlihQnEzSdiaLyRdulmqu80W/JpMxVhfdYFYAoveSXV3FAq/L6Zjz6zVbUubxp6hUREREREVkJg6tEGllhwKHwAa0CHeITqi2T2+vH5+vL0ej2BV6wwgFGRDEV5WQAABrcPryxche+3nQwzT0iIiIiIiIrYHCVSIWV413MXG3ZPvltH/6xYD1qgtlvmY7og83GQcuILMEGoE/7XDx0+lAc0jEPAODy+tPbKSIiIiIisgRnujtALcOeGheumb8GBxvcyMt04oHThmJUz3bp7labZbPZ+Mh4C1fR6AEAdC/MwpTBnaWAjRz3MVF6RZ57Rx/SEZ+tK8fmgw0K7xIRERERUVvEzFXSZM2eGuypbYbbJ6CqyYMlO6rS3aU2KWxAK5YFaNmC+21Sv/a47sh+0v4kIiIiIiIiopaDwVXSJOqx5Db4nLJNccih1OKAVq2HoCHrzcbUVSJLCP/uI/2fBUREREREZB0MrpIhjPWkl80WCvZyX7RM0uBk6e0GEalQ+/KK32sRERERERHA4CppFHkT2ZpvKuWrppStms51FxcdKAsQ+JllAVomaV9qKAegJcuViIiIiIiIiFKPwVXSJDK40yYDehZIMQwFdm2wSyPJt8Wd0fLJA+Wx2KR9nPTuEJEK+Rdt4vchPC2JiIiIiAhgcJU0ig7u8LYyPWTbnZmrLZs4OJkFgvZEREREREREZAyDq6RJZPyOAb30stk4oFVLp2WvcTwrIuvh9yFERERERCTH4Cpp04ZqrsaTzvqX8kGQ7BzQqkWT9qVK6iqzWoksQuFc5LWXiIiIiIgABldJo8iAYlscYMcKca7QIEjyAa3a3r5oDbTUXJXachcTpQXPPSIiIiIiiofBVdIk8gazNd9wytfNapmDocxVGwc7auFCmaux24Te4k4msgobS7IQEREREZEMg6ukSeQtJG8p0y9UczW9/SCjuOOIWgqLfc9GREREREQWwuAqaRIVXG2DET2bBYKZUjkGlgVo8eRZyLExO5konXjqERERERFRPAyukjYR0R0Ge9JENqCVjQNatWjy+rmxWK0sBRERERERERGFY3CVNGFZAGuQB+TsrPvXogmyQHnctkntCRHFIl5f+UUHERERERHFwuAqxeXy+LCvtjnsNQb00kNpQCs/d0WLJJZ40DKgFXcxkXVwMEEiIiIiIpJzprsDZH1XzluD9eX1Ya+15nvKWOtmtcfwGXhrLWJHV5ktR0RERERERGRtzFyluLZVNgIAuhdmYXDnfADM2Ek1t9eP+7/YhPd/2QsAqHV5WBaghZOykDXVBeA+JkoHqRSL7DV+50FERERERHIMrpJmz543EscM7ABANmo9pcTPu2rwzpq90u/fbalgWYAWTiloE4lBHCLr4qWXiIiIiIgABldJJ3sbDujZ0vgcvsvrD/vd7fWHZTy+t2YPal2eFPeKEqFnoJw2eLoRWYqNX3UQEREREVEMDK6SMYz2pJQ/4rFwvwBkOuzS7f69X2zGy8vKUt8xSphqyIYD5xBZjo0lWYiIiIiISIbB1QSs21+HU59fhmOeWIwZr6xoE5mDYiDok9/346LXVqHJ40trf5LNKgMKRQdXBeRnOXHzcYdgYKc8AEB1U+s//loTaZeqHGQWOfyIiIiIiIiIKAYGVxOwdHsV9tU1o8Htw5aDjfh9X126u5RUNgAlnfNhtwE+v4D15fXYWF6f7m6ZzorZSL6IOgxiF88e1R0nDu4MAPBHTkSWpqXmamRbIkoTm+KPREREREREDK4mIjIG11oDIPJg42H92uOzWRPRtSArjT1Kr3QM5uWLONg65WdKP/MR1ZZJqrmq0sYqmdNEbRUvq0REREREFI8z3R1oySKDbG3lJqw4NxMZDkZ9UskfTEvNdNgwoX8H/PWY/tJ7NtblbFGaPD5c8sbP2FrRCADYfLAh7jQMnBMRERERERFZE4OrCfC3kcxVJQzopZaYuXpon2K8dvkEVFU1wOsNRFztwTh3ZF1WsqatFY1SYBUAft5VE7Mtv8Igsoawc5Gff0REREREJMOyAAmIyibjjVarls5Alz8Yybfbo3vBQHfLEnndiCz5EIZ1AYjSKh1lYIiIiIiIqGVh5moComOrrfMmTG2tWucah9gUQqrJXueDDW68srwMNU0eZDntOHtUdzQHs1QdCsE28ZXWvi9ai8jrRuRgZVqmIaL04VceREREREQkx+BqAiJHZ2+LAZDWGlBOp09+3Yd5q3ZLv3+wdp/0s0LiqvQa63K2DJF7qaRTfsy2DOIkrrrJA5fHh6KcDGRnONLdHWqhlJLIecUlIiIiIiKAwdXERASzWvuNlk12d8mgT/K4vJFh+xCHUnQ1uDc0JECSBciD4GeN7IZLJ/SO2ZZZyYn5auMBzPl4HQQA+VkOvH/ZoSjKzUh3t6gF4XdWREREREQUD4OrCYga0KqV3oQprZfNFvu91sqWovqXahmoSsFVluVsWcTd27s4B3OOH6htGoZXDfl9f7205eqbfdhZ3cTgKiVM+tKjLX0AEhERERFRTKYPaFVdXY3bb78dRx11FMaMGYPzzz8fK1asMHsxlhB9W8UbrbYg2ffT8tn3aJcd9p6dkdQWT8/hw92dmKi62AyGkUFK9beJiIiIiIiAJARXb7jhBvz888945JFH8O6772LIkCG4/PLLsXXrVrMXlXaRN+qt/b7dFvZz27jRTEdwSzyOZozpgUfPLA17T2lAK2m6ZHaKTCNmoeo5tH7eVYOyqqbkdKhV41lBiVE6gvilBxERERERyZkaXN2xYwcWL16MO+64A+PGjUO/fv1w2223oXPnzvj444/NXJQlRJUFSE83KEVSdT8tHld2W/RNvGJZgBT0icwjBs+1BGgyHIFL9Pu/7MO1b/+SxF61Tq39Cy9KLx5eREREREQEmFxztbi4GM8//zyGDx8uvWaz2WCz2VBbW5vQvJ1O05NsY3IEAxri/7FEBkfsdltK+5lqTqddWj9x3bWss9btaRUOWdTc6TC2zomw20PLycgIX47TEeiEfFvag6/ZbKk9T1qDdByb9mCA3G6LfxxdOrE3/IKAH7dVoaLRbfn9a7Vz3RbxZYTd0bKu0Vbbni2Z0W0pHkFOp032WRA8h1v5Z74aHptERERERCGmBlcLCwtx9NFHh722cOFC7NixA3//+98Nz9dut6G4OC/R7ulWWJij+n5mVvjAKHl5WWnpZ6q0a5eL4mANUPGGMj8/W/M6x9ueVpHl9ko/FxXnIjczcJo4xHUu0L7ORojHVU52BorbhS8nO/iefFvm5mYFpstwturjL5lSeWzmVwQe73c67XH313HFeSjt2wET/vUl/AJazP61yrmelRX+EVdQkNNitqGcVbZna6B3W9od4mdd6NgRr8M5OZkt8ngyE49NIiIiIiKTg6uRVq1ahb/97W844YQTcMwxxxiej98voLa20byOxeFw2FFYmIPa2ib4fP6Y7VwuT9jvdfUuVFU1JLt7aVNT04gsvw8ApO2iZZ21bk+raHL7pJ+rqxrRnOkAAPi8gb7X1yV3Pzc1uQEA7mYvGurD62wKwe0n35ZNjc2B9h5vqz7+kiEdx2ZtnQsA4PcJmvZXbX1g//r92tqnk9XO9chrdG1tk+W3oZzVtmdLZnRbim3r60PHTrM7cFw1Nblb1PFkJqscm4WFOcyeJSIiIqK0S1pw9YsvvsCNN96IMWPG4KGHHkp4fl5v6v949/n8qsv1RtxQ+HxCWvqZbOLAXUrbw+tV30Zy8banVcj3q9fnh9cb/mixz5/c/ewLliUQBAEdcjJw7qju+H1/HbIzHDhlWOdAG9m29Afb+5Pcr9Yslcdm2PGlYZni/hUAeDw+6ZFkK7PKue6LKIzttUi/9LLK9mwNdG9LQZwudH0Va/nymstjk4iIiIgISFJw9fXXX8c999yDE088Effffz8yMzOTsRjLaUuDW9jayDBKSmu5fn8dRvUoRF5mcr6bCA14FKhXfNNxh0jvtdX6fnr8vq8O93y+EY0eH4pzMnHvqUPQpSAr3d2SiF9WaI2R2mUNBXAAM6JUElQ+2TlgGhERERERAYDpkZq5c+firrvuwgUXXIBHHnmkVQdWI5KipKBJa6UU1GndaxxODHI9u3gH5ny8LmnLEbcpg2jGfLXpIDYeaMCuahfW7q3Fsu1V6e5SGL37Vz4mU+Q1h9RFXpJb+SWaiIiIiIiI0sDU4Oq2bdvwr3/9C1OmTMHVV1+NgwcP4sCBAzhw4ADq6urMXJQltPZgqhopma4VboJYu3Xm2B7o1z4XALCv1pXE5evLbGQQNlzkeem32Hkqz0zWQp4l3pavOUZwa5FZ5Kdr6OOPRxgREREREZlcFmDhwoXweDxYtGgRFi1aFPbemWeeifvuu8/MxaVdW7mtaivrGc8Jgzujc34WrnxrTVIzCPUG3yic1eOPejNXeRgYx2A0JYqHEBERERERxWNqcHXWrFmYNWuWmbO0tMiMuLZ4E9bWMnfEQFcygzZGywK0xeNPC6ttFr2ZyeHTmtyZNobbj8zALzyIiIiIiEiOo+MkIKqeX3q6kTqyO8q2em8pZpMmc1+LQXvN25h3+qqsdl4mkplstXVpadral0FkHqVBHBmsJyIiIiIigMHVhEQHV1vnnZbaDWTrXOPYxMGFUjGwkJ1BU0Oido3FIiAsC5A6Ftv11ALxECIiIiIionhMLQvQ1kQGU9vSjbyUwdmG1hmQr3cSywIYrQtgAftqXfjnwo2oafKgV1EO7jl5MJwOfocjF8pcNTJtGzvhEhS5tbj5yAxiFisPJyIiIiIiAhhcTUgqshetpAXG+gxRy0BOReaqWBbArnGDh0auTr8ftlZixc5qAMCmAw3YUF6PYd0KU9oHq5frEHSWfVB6HJm0iQxGW+1YoJaDZyEREREREcXClLIEtJWsKKXVslJAL5Wk9U7JgFYt73beFxF1tsIXEFY7L6X9y+f9k85iu55aCZ66REREREQkx+BqAqKzotrOrXxbvblMZEArr8+PqkY3Gtxe9YYJPDaebv50d6AFYM3VNGo7l2gymeJ5yOOJiIiIiIjAsgAJiczKs1qGXEq08nWOzC40WhbA5fHh7P+uwP66ZjhswL9OHYrJAzsqtvXrfmw8wAr1OC3Rh8hayGnqR0zi/jVSc9XkrrQ1bekLMDKHFa5pRERERERkbcxcTUBbq+fHDDrjA1rtrW3G/rpmAIBPAFaVVcds25IfG7dCGYBIVouNiNtIb/Cc9LPavqfWhcF6IiIiIiICGFxNSNSNexu8z2prN5dGM1cjt1OD2xe7rc7MVStpa184GJFI8JzBQn0iz7t5q/Zg9a6aNPWGiIiIiIiIWiMGVxMQGedYUVaN7ZWNaelLqoUyONPckSRQWydxkCm9mauRzeubY9ddDQXfdC3CEoFMK2auWmPLhAgJlQWw1rpYXeR5t3hbJf797db0dIZaJLUBHYmIiIiIiAAGVxMSGWD737py3PD+r2nqTfLZYvzcltgMZ66G86rMQDystGY2Wql6gN+C0XYLdgmAngGtUreD/YKAvbUuHKxvTtkyk0nc9ScP7YwzhncFEKh/TGQGq15biIiIiIgotTigVQLE+6pTh3VBdZMH32+tRFWTJ619Mlu8DM22dm9pFzN2k7jmYoDSbqGgqZqKBjc2HqiHHTbVcgepYvWAh99oajKSv25/fGctlu+sBgDMOrwPLp/YJ7kLTJHexbkY0b0QH6zd1+auWWSOllgDm4iIiIiIUoPB1QSIQZJh3Qowvncxvt9aafnAjlnayn1m5GqKAU/d+7mVHhd+QcBFr6/CgXp3ursSk9U2vRiY1/rYQCpPtd/21Uk//76vPoVLThIpCzy93aCWS+laL5XFSXFfiIiIiIjImhhcTYB84CHDQbcWxKYQ5mnN66skVBZAZ83ViNtwtcl1lwVIY5EGn19QDazqrU1rBquPMydYOOAn313p2Hdmk5930vZu+atFFtHs9WPRhgNo8vgwoU8xuhRkpbtLRERERESUBgyuJkApCNZWBpyRr3FbIgYydddc1dFenDcLIpvDqkFCrUHxVAZhrVgzNxHSNTq93aBWQKnm+Pyfd8PtCxxkI7sX4sXzR6W6W0REREREZAEMrhogCAIWb6vEnloXgMCNlq2VZq7GXp22Ga4IZSjrzVzV39qKmY2RWtvxngrSNtO4f+XNkr29hRg/t1Sh8rZt7wuwePyCgGvm/4I1e2qR7bTjjhMH4ZiBHdPdLctRO1rEwCoAVDRatzQKERERERElF5PjDFi7tw5/ef83bDrQAADIdNplAx21LW0tuGZWrT21AE8oK1Zf9K2t7YtYrJqpKrLygGVW33Z66YxjtykVDW6s2lUDn19Ag9uHH7ZVprtLLVorO3WIiIiIiEgHZq4aUBXMUCnMduL4kk44sn8HNLi9AFpfcCKMLELRErIqk8Eu1VzVOaGO9mJTKwbfWiKrnZKhgJ/W4Hnqsi4ttqlMY7O13WtWLG6fP+x3v+6LWttii/P516o/+4mIiIiISBUzVw0Q76H6FOfib1MGoiDbKWU0trb703j3i61sdaNE3kRLmasJDmil2lYcKK0FBIPkazW2Vzt0zs9En+KctPWnRWgxA1qlrx+mUViJVrFeJvB4wzdEa6u3axqN24Vbj4iIiIio7WLmqkna2kDUFowLpYS43roHtIr8XWV6pYHStC0jvUffQ6cPQ35W4JIy/T/LUVbtSmt/RFY7J/Xup1TUXF21qxrP/rAd3lb27VDrWhvzbK9sxMs/lYW9trOqCSvLqjG2V1F6OtXCtbJTh4iIiIiIdGDmqgGhQVJCr9lkAx3tqm5qlY8Iho2WLK5vWnqSPvJH9fXsYz2Hg946kVYJdIefD1bplfUe1xWDMHYD2yhZa/Lemr34eXdtxLKstd30EAQBG8vrsXpXDYDA8SiWYWi5a2WeF5fswILf9oe9tnZvHWbN/wWbDzakqVfWFu9stdp1hoiIiIiIUofBVZPIywKc+Z+f8OBXW9LcoxRpgTeU2yoaceuCdbjpw9/w4pIdUe+rrZI8aJisTCWpLEByZm8qKwYULNilMLqD5yk4EHwKB7PVt6OaH7dX4YLXVmFPbTMAIMvJjzq5BrcPAHBk//Z4dHoppg3tjNwMB4DAQFcU0oJPAyIiIiIiShHecRqgFBzpkJuBw/u1R3bwJn5DeX3K+5UMsW4sW0LgL5a3ft6NhesP4JvNFXjuxx3YW6v98fWwzFUdy4wqC6ChrZHMRmoBdNbUlTdbVVYNt9cfs63hLgX/P3FIZ5w0pLPp80+1PTWBczov04Ej+rfHcSUdW/Q1K1mOOaQjDu/XHv88aTB6FGUDsOYXJlajlJnPsgBERERERG0Xg6smsdlseHR6Ke6aNjjdXUkNW8t9xLbO5Q37XS1YFXkLLQ94ag1C7Klx4bN15Zr7J+hMbQyVpNC8iKSwKXQ4HX3SU982HYx0Rwzq3/LxOjz27VZT+wOEttGI7oWY0Kc48JrpS0m9iX2L8e8zS9E+NzPdXbEUpWuMvZUOymiaON+GcLMREREREbVdHNDKCA2ZZ4kGdPbVurBsRxUAYGLf9uhSkJXYDE3QWhIpmzy+sN+N7iqtQYiHv96C77ZU6JhvyykLQPrprblqs9lw5aQ++PjXfdhT26wr01p7n4Rgn2TneSuLFsnrYrd1Yj3dsDra0nskp/VwiTyuNh9owP/WlUMQBBw/qBOGdi1IQu+IiIiIiMgKGFy1qNs/XS8NMDO6RyGenzEqPR2JcWdpU3/b0poiM1V1rIORzNValwcAML53EToXZAUGklGZlGUBzGW1Q1Q8bPTs3ism9UHn/Czc9fnGpK4Pj7i2QekYZPBZO6XzJHKzPfzNFqzYWQ0AWFFWjVcvHJP0fhERERERUXqwLIABak9th25WE7tBrWj0KP5sNRUNbinrraVwJZC5Kq+5qvfx2bNHdcehvYtU29S6PFL/tNfktEaJBqvEgiODQ9YLFhnLTBa3bzLOt9Bj4rIvD9J+RBmntola7lqZJ/QZFtrfLAugLt75GrnZGppD5WfEAcSIiIiIiKh1YuaqRckDQlYJDoXfiAf+f+jrLVi+sxoPnzEsTb3SbntFI27++Hdsq2gMe10eRPptby0e/25bzHnYDASftO6+LQcbcNHrq+DxWWN/a9ESemqlPnp9ftQ0iUEXfeFVR/Ck85s/nlXYF0ZWCZJTEilkrtqZuRpmb60Ldy3ciAMN7qj3lM6RyO0mD1JzmxIRERERtW4MrhqglOUVYk4WoXx6K2YSHT+oE9aX16O+2Yf1++vS3R1NluyokgKr2U47XMHyAPL73g9/3YdVu2oAAB3yMmG3h+9j+a+J3C8rBWa3VjTC4xNgtwE9i3Iwumc74wuwiHQcuhY8XQAEMk4veG0VtgaPQb1BzORmrkZn07aGeFBYTVFxEL5WsF6JUv5iiNtH7vstlfgp+Fi/wwZ0zlcfFC1ys8nPUyt+hhMRERERkXlYFqAFSGfWS6wlnzWyO545Z0RK+5IocTse1q8Yn1w1AcU5GYHXZW18wbvgk4Z0xisXjI6qeyr/TW+QS2ssbXTPdnj3svHoVpitbb4WGYmGCY/q3F6/FFgtzHbimEM66JreIT22nYTgavB/m806ZSYoeZRqropfHCUhMbpFEs+zMT3b4Z3LxqNjfmhQydE92iHDEX7Fizwt5b/zXCIiIiIiat2YuWqAtpqrCS6jBd2YWb1/kQqynGiXk6EalOzfIRddCrKiXpeXBTCSjdTaHrmOFedL9Wp6/QK2HmwI/BxRVsGKmXifXDUBORkOXdPYUlAT09aKQ+QW+Q7CEpRrrgbf03DCfPr7fvy8qwZZTjvOG90DvYpzktDL9BK3Qse8TPQsCl+/YwZ2xDfXHY5jn1wMd/B6E/mlh9+CpX2IiIiIiCg5GFxNkkTvpaxYFiAyMNhaAjF6Bu4JLwugseaq3g6Rbrd89Du+21KR7m4klSMi+FXr8mBFWQ0gCBjTswhFuRmG5y3IvjFqHUHIlt37ZFP6glBr8N7l8eHOzzZA/A7D4xPwtykDTe+j1WU67Xjq7BF4Z80eLFx/IOr9sC9IeTgSEREREbVqDK4aINUnTGZs0SJZL6qLtmlo0wLo6X/4gFapWSbFt62iIeZ7Vhn1PtFeiMeeGNT652cbpYDyuN5FCZXpELdR6/i6RFkoU90ax0NaKXyG2TRmrro8fsiTw11en9m9sxS1z/lRPduhY34mFq4/EHVYhddc5TFHRERERNSaMbhqMrOyvqyYuRqLxbsnCdUZtIX9r7f/dltgn+jdLzYkN9s3HUHEeMtMVZ/EpZw1shuynHbkZzmx9WADvth4sNXE0uSPbdc3e7Fmd430Xnldc0LzltfgbF1ByNYcLjaX1gG/PP7wqqyt4jBRoPVLzVgDzYWVBTCtV0REREREZEUMriYgRYmrls16CcVgrNm/eIzuP73rrXXztNTtaCXThnbBiO6FAIB7F21Kc29iM3LsiYOrrd1bh+Oe+jEsuF9e14zTX1yO8rpmdMzLxAszRqKrxgHRAOUanDwaWy+lfSuObumPs+e9Vv+2L8XsMb6kk28mXtqJiIiIiFo3e/wmpIfWRyvjkU9t1Ruzlj44k9KAVlq2tRkDC1l0lyZEXjIh1ceGlHkZ1p/ge6ntSkyJnsd2lcHUXF4/9tS44PUL2FfXjFW7aqBHSkqdpFnrqCVrjsgsfkAWJIyzgaIGjDO1Zy1PrC/bBJYFICIiIiJqMxhcNSA0+EsSH/G2yCOF6iVXW1YkJnIQl1CwRd8W1jOqtpzNpi1jUe9WDQX0dU5oAqvEDNS6sW5fHX7fV5eyviSLPeJqfeWk3njtwtGKbZu9fsXXYwkvCxA4oMqqmvDU99twoD6xkgPpYJXj0qqUB7QK/K8WCLx30SZc9ubqZHWrRVPLXCUiIiIiotYt6WUBnnvuOfzwww947bXXkr0oSzAacKxu8uClpTtR6/KgXU4GGtyhQUKs/ri4xbsXl1L3bSqB88B7go6b5xa+gVoQ+W7LcASikd9vrcSyHVX4/NpJyMtsuZVQ7BHXlgyHHYd0zMPh/dpjW0UDnA47dlY1AdB/xMnLAuRnOQAA5fVuvLy8DH5BwB+P6p9g7y1AY2ZmSyIIAvbWNsPrF9CjXTYcdo2fP6oDWsVe1nu/7FV8vTVT+ywAYmf8hg9oZXq3iIiIiIjIQpIaaXjjjTfw6KOPYty4cclcTMopZf0k6vP15Xhz1W7F96xyYxZ1j2mxx661EtdD6wAukaTM1QTWvKVtMy3SmscsBotkL501ohsqG9z4fMMBuH0CGpp9aQ2uJjq4V+T557Tb4HTY8ej0Uum1Gz/4Dd9uqTDQt+AyAIzvVYSbJh+CRRvKsXp3LRrdLXc0+NZc5gAAnvhuG15bsQsAMLFvMZ44a7im6ZQ+w+KVBZC//Nx5I/Db3jo8/t02fR1uQbR+LsQqBRRe2qc1XvGJiIiIiEiUlLIA+/fvx6xZs/DQQw+hb9++yVhEq6P2GG8667Wp3RS2tLhF5LoYrcEoZifr3y22pAR7pP6YP+uEperQVVpM3w65uOeUIXDarbt99IjMSlTNUtS74WWZjE6HHeeO7o7xvYt09tDaxK1V4/Lg0W+2oiyY5duSrdsfKnexTkfpC6XSNuJPsT5v5C/375AHp4NVhQDZl3QRr4cNaJW67hARERERURok5e7ot99+Q0ZGBj766COMHDkyGYtIKzEDTTG0YbD+pVp7qya9mDV4V7qEBrTSXzsV0J5R3DK3TgvVQlIV4z1qrDxN+O/OyCKssjZGywLofc+qlPqcnxXIWm7y+PHGyl34z7Kdqe1UEnhlFyGXjjq7apmrseYi36Yt4yxLjNYnVEJB6YjpOaAVEREREVGbkZRnZCdPnozJkyebOk+nM3VZMo5gRo4jRmaOIxjUsNlsUf0Ss8lsNn19tqlkofkhpHT95Zyym8IMpz2sH/Lto9a/eNszVcR9Y7cH9psY4LI7Qutlj2ijRAxCqLWRE/esw2GD3W+TXouc1i4dO7Hnq7QtHQ5jx5wZHN7QcZuRYZey2cRt63DYU9In8Sh1OqK3nRhwVHovlcemwyc/X7QdO3KZTkf47xnR21bL8avGqfNciORw2OHy+PD8jztQXudCt8JsXDKht/ZaoCaxK1yH+3fKwz2nDMHCdeX4bksF6lzetF1XtYp3fHojInp610d+TsTb34IvFHbNyLCH9qnK9cpK9J7rWo//DKf8vA79HLZrhNRfm5PNKp/rRERERERW0CJGd7HbbSguzkv5cgsLcxRfz83LBABkZjqi+lVQ0AAgELDT0+ecnEzV99Ox/gDg8oTqLRYV5SEvK3TIFHkCN9s2jfsn1vZMlewccb85UVycJwUl8wuypf5nBGty5uRkxlwncbqCwmxN6+0IBsUK8rPhDG5PpzP62MnLzw70ISP6vUjybZmXl6V5OrPZmzzSz0VFech0ht9wFxRo20aJEr/wKCzMiVpeoGyCgMJ2uSguUj4GU3FsOl3h2yo7w6HSOlphrTvs93b50ds2MyN4/OZm6dru4jGaL5tnTsT5otXC3/bhme9DtTiPHNwFE/p30Dy9GXJzA33PysoI6/sFR/RHdk4mvttSAUHDdWvljios/G0fAOCEoV2wuqwa+2td6NouB5cc1jdlQeNYx6cgS2cWoP1zwhE8T+X7Oyt47cuOce1zyzJji4rypG2s9/hIN63nem7w+M+Ks35CZob0c1FRrmKZAJ8A2LIyUJSr/jnfEqX7c52IiIiIyApaRHDV7xdQW9uYsuU5HHYUFuagtrYJPl/0Q5INDc0AAI/Hh6qqhrD36utdAACfzx/1nprGpsA8Tyvtij9M6IUmjw92mw0zX1kJv1/QNS8zNcmCq9XVDXDLBgSqrQ3ULIzXv3jbM1WamgLBKbfbi6qqBvh9gdvf2tomVFUFbnrdzV6pbcx1Ct41V9c0oSojftaOzxvYhvUNLriCAWmvN/rYaQgeO0rviZS2pdrxmGx1soBhdXUDMoJBVbFvdXWulPRJbXliGY+amkbkCOHHXyqPzfrgsQUANdWNaNKZydYYPD5ELlf0Mer2BJbR2NCsa7t7gud5Q0No+7mCgfPmZq/meTkcdjS6vWGv7a9sQFVxtua+mKGxMfxcD39P+/ly4/zV2FYR+Ox5/rutYe/1yMvAhL7FZnVZUazjc2dVI95bvRe7q0Kfi4Kg/XPCK+3v0HHi9Ua/JicPrtbUNErX0+ZmT9o+n/TQe66Lx0mzwjEkVyP7gqmiskEKuPv8oWU0eXwYfeci3H3KEEwb1sXoKliKVT7XCwtzmD1LRERERGnXIoKrAODVUU/OLD6fP2q5Pr+AivpgBpkQ3S9/8FlAQeE9NWKgTxAE9A5m1+2vC9zc+XXOy0w+2XK9XgFeu1/2nr51VdqeqRRr33i9oX6JtfEEvxCzr2KumMerbX3Ex0N9PkG6CfUL0fMX+6dlf8u3pXjspOM48Xjlx4MfNjFdS1rn1Oxzcb8pLU/cX16V/ZWKfkYec3rDAf6IR8DtSvtb3O4qx68SQeG4l84FhWNVvZ/hv6tt92SRznWF7SCdZxq2UUOzN+Z7B+uaU7Zekcfncz9sx6e/l4e10XP+i4dS2DYIvhZrf0We66HPrPR9Phmh9Vz3+bUd//LPyItfW4X6Zi865WeivjkQrG6fm4HqJg/8ArB2Ty1OGNQpwTWwlnR/rhMRERERWQG/7tfpmvlr8O9vtsZtp3eQJ4XBmyE+cWqVAaOixuCRBs+xRv/iidyMRsc+aukDebVmrXmgncgn0JUeSQ8dm9rn6/MLUiBJ6aTQPThfxO9aB34zk9oi9Qz6pdamUZbVn2qN7sCyJ/UtxtWH9Qm8qGNHKQ3WJA3UF2sa2fxtNmPHWksU75pil50zv++rw86qJqwsq5Fee2nmKPzh0F4A+JlBRERERNRaMbiq02/76gAAuRkOHDswuXUExdpt6QhOiFSDFCnrRXKI/dd7v2s3uF9sMDZKfNz5Gl0Rs8nXzUIHh1INxJbIHnHsOFXrfWpb28pGN6Y9txRr9waua2bstsiR0a0WULJB+/Gg1vWHvtqMv7z/a1rX75hDOuD04V0B6Du+xT4b/TLPZqUTPAGrd9Xg1OeX4binfsTVb62B18Dj7fEu6ZHnLRERERERtT4Mruok3na+dclYTB/ZPep9W0Q7veQ3rXYdGVbpIAatGpp9mP6f5fjo131h7/v8AvbVunCgvjkd3YtJ3MJGg256M4qVWilNarEYlCZW63NLCfoYibdEBmkUM1eD/2vdL5sONKCyMVAzsignA4O75EfPS+8ZEtE8GQ8M3/Thb5jwyHc44rEf8OHavTHbKW1n6SUNG0mthdsn4IetldhyMHX1wJUk8t2K/HyRrocx5iN/OdA00U+79Pt+ayX21TWj1uXFql01KKt2RTeKc7LGO5dtsNR3TURERERElARJD67ed999eO2115K9mBZPuqGNkfxnheyvyBvEDnkZyMt0QABQVu3CB7+EB1evemsNTn1hOU54agn+vWhjyvoZS6wtqDd4ZIWMYgon7QqVKEa6T6FEl9+nfQ6Gdi1AltOO3sU5KO1WoNBKXxhHvK4c0jEP/5s1Ed0KEx94KtmZq16fH99sroBfAJq9fny/pVLX9LrKAij0/dRhXbDgqgnIdARmdP6rK/Hk99t09SFRoc+L0PP5+jJXxelDr4mx+sj9FzUNWk+wUO3Y1HrYxvtCh5mrREREREStX4sZ0MoqxBuuWI93m5k5J1+GXwAcabhHU7vBzMt04oPLD8XHv+3D499tiwpS/rq3Vvr5l13VwLgeSeqlMUoZX1rup43ma9ls2oISRndzumO9Sv1OVUAz3YHTVMhw2PHKBaNV2+gJHAKhLwgcdltUmQGjMaFk11x1+yKCtwbnY/SYyXTa0bkgCycN6YIFv++H1y9I5WLSQc9uavL4sGRbJWpcnqhp42euhr+h91izIjOOzfhlAUKN2sJ1ioiIiIioLWJw1SLEG1f5fZo81hHIsLFeBkxRbgZ6F+cCiL5x1Bu0TJVQWQBj0+suC6DQzkrbIxFWWw+lXWr48fYkSvaZrHVNxUNTrXyr3oBQsjNX3RF1MRXPL5Vl6ikHojSbDEfggY9bp5ZgYt9i/O2TdfCnOI1dnnhqi/icUKvr/NziHXhj5S7p9wzZN3bxvjQKy1xtJdmYatcEpUG/lMR9X7atrHMFIiIiIiIiMzG4qlPcGy6j2V4Kd132iMxVq4qVwWS1LkcGXKSBbRQ6qhY7YFmA+FIdemkJuyIVwV29210MhJoZLIs8n8w+TzyRwVWd0ydaczVDFonW+0VLMoSVj4H6MXCwIVD/undxDkb3bIeR3dtJ76mVBahu8uBjWU1teR3RlpyNaU7maryyAFb8WpSIiIiIiMzE4GqSGL3hDBtwXfZzrDp4VhC6yQ71MTLYYMnuBzvu09k5MQjx2k9luGRCbwzrqlT7UmlxNsPZsqrztUgWWTq7oTT6uUgK/ptwDFY2uvHFhgNw+wSM6lGI0m6Fic/URDadwT4xuKSUuSp9+aCzD5HLNvvaFZ25qm96PQMFRq5LhsOG0T3lAcnAzHwpvr5JxzvCS9G4vX5kZzjiTn/WyG6YObZn2GvidaTO5YXb60emM1SS/dXlZXhtRSDj1Wm3wa6W6tyCRH1OIfozzIzMVaXPSCIiIiIiaj0YXNVLJYiT0GwVXrPCyOdasu2UBuywchar2F2x1398Zy0undgb1xzeV9P0hdkZAFz4ZnMF6pq9ePbckcnopm5puW+30o5Ngad/2I4P1wYy+PKzHPji2sPgMBJoskhAPBRAMjFzNeJ3s4OrHm/sgJgmBupfvvmHsehakAWn3RYWvAzVKU3jiSDbdcc8+SNuPWEgThnWVfdspC+NVuzCZ+vL8d5l46V1rXV5AQCDOudj5tgecNptraLmqhm7Te30z3DYkO1M+rihRERERESUZvyrX6d492KJ1neUBznkN22WfgRdITPQigk6kV0a16tIev2HLRWa53Pb1BJMG9oZAODy+OO0jtWZ1luHVS7VdU6VgoRmBg5rmjzSz/XNvqgsSjVWPCfE3itmrhrcbJH1R828du2uaQqrGQro3656BqQT2zhtNuRnOaOyQsXtlvLM1eD/NhtQmO3E0GD2vM8vYOn2qtjTCeJ00Tv38H7tkZ8VWL8D9W7sq2uOanNcSUdMG9olYp4WPLA10hL4j3seRDSYPqIbrj2iLy6f2BsPnj4M2RmOVhGIJiIiIiKi2BhcNcj0vDPpple2jLCaq+m/LYv1+LlSsCIqc9UC/Y9003GH4P7Thoa/qKGfAzrm4fiSToHmOpeZjHxFa+RAWqQfKe5Es9HgepLEG/E9knheqibf6jzII5svXFeO5TtiB/z0uON/G/DB2n1hrxk9B7VsI6lNjO0jPh6fzuub3WbDyzNH4abJAwAATQaPyaMP6YivrzschdnBB1rCBiSMXj9LnO8JUttrWvdo5LnTpSALl07ojVmH98Xh/dob7RoREREREbUgLAugkyBPGVKgpb7jD1sr8Ph32+Dx+dG3fS4ejAzwBclv2qqbPMjPSv3u0hIzUKrzaMVgqkieyZiTkcLvFzRGI4wGLVK9xWtdHiz4fb/ie6l+6j1Vh1vkclxeH4AM3fNJ1ubRk5UJhLJKzazbG5mpunxnNbZVNuLTqycmPO9qWeawSO+1JrSqWga0Uq+7GRoESlcXTCNey2w2G9plB47DRo9Pw3QEmPOlpQ2Bx/89wfTlbIXPFCuU+CEiIiIiouRhcDUNPvltP7ZVNAIAdlW7sPlgg3JmkCzgceZ/fsIfj+yHiw/tlbJ+aqWYuWqB2KogCPjz+79i2fYqwGaDz8QIiJ6Bg5SaWGDzJOw/S3di7srdAALBhXRSSzA0c0CrSM1eHWUBzF98wjRlrhqc54juhRjatQDzVu1Gozt+wE/bvAP/TxnUCe1zM/DWz3tU96ty0DjwmpbLgdpj9ECo3nSqnyxQWpxYsqCh2QuXx6c4sJWWXqoF6MO2gkXqBidCyzEQLzBqs9kw57iBWLytEgXZTkwd3DlmWyt8LhIRERERkflYFkCnOE+JaspQcUcEZHx+QfGmy2m3YfLAjlLgY+3eWu0dTYJ46xxWczWiTTpuKps8fvy4rQo+AXEDq/ofLTYYWGgFAQmRmEVY0ikP/5hSYmr2o1VFHid6gqupoCfoD2jLXNVbN1dcdI922Th3VPew18xyzqjuKO1WGJi3zmmN1L+Mn7mattRVSW5m4ON83f56HPvkj1i8tTKhWcv3u9LqiYt2efxo0pAta0kR62V0N542vCvuP20obj2hBB3yMqMbtP5LIxERERFRm8bgapIo3aM1un2Y/fYvWL6zOux1edwv8h7s/tOG4pbjB5rdPXNJwQprlQWIGRRK041u0h4F11NEMglOHNIZJw/rovhe6h7XDz6+rbKRzehK5HH9z8824IsNB3TPJ1lxaL2z9ScjcxWhfWFTuDYkNu8AG9QzLFWzWaU22rPOY+0vKXM1xTF2pXIFgzrno1thFgDA6xfwy56a6OnE9TGxL0t3VGHqM0uwu6bJxLmmhqaguAkbK9GBLq2iwe1FVaMbXh0D+RERERERtQUMrhpkJDiydk8tlu+sjsp28wuhWy6lDDK71E7/MlNBKbYXlbmahpvKpN4363jUXGvwp6XdeMd7ZDodUl3bcOOBBry0bGdKl6lKx76odXmwt9YVnCx6OqMxe6Vs2GQE2fVm6UZOp0W8czJdZQGUFGZn4MMrDg1lCxucj9qgaPJ9OrpHO3TKD2RpNnn82HKw0eAS00ctRGiBXWopX208gOOe/BEnPLMU01/6Ca6Wmq1MRERERJQEDK7qoOUm3qaSTuULTt+7OAfvXTYevYtzwl6PxUo38EqUHrON7KpFu55y1glDJk5tl1ppABejQTgl4hyuP6ofLhrXE4CO0gApPAfirWqD24vTX1yOZxfvAGBO5qrL48Ndn23A/J/KAASzSw08gq9FICs2dhBQaqf4WvzpRPEzVwP/p6vmamS/bDYb7Ha19Yuf4R3eMvpnUd8Oufj06okYLpZnaEEX+X21Lvz9k3VY8JvygHxmS2bd51RZs6cWwTG7sLe2GfvrmtPbISIiIiIiC+GAVgYZiUWI91W5GQ70Ks6BI3jH9a/PN6EqWL8y1QPy6BHrhtyG6AiKFQLBsbqgtu+09lrvqOyA9ow5vYmg6QpjSo/ip2n5cvFqIZutMNuJ0m6FeG3FrhQtURutx+WBejfqmwOZZ90KszBtSHRZB70ZyT/vrsF7a/ZKv3fMy0xqkN3IOQjoC/jGaxP64ktnJ5LI6HaJnF6rUIDZ2PLKqpqQn+VAca5CrdIkWbThABbFKeehVHqhLfP6wnewBT7iiYiIiIgsg8FVHeT3EvGCBoqPk0ZkG9mDecM7qkK16noUZUdNZktTdhSg8dF6DXUV03EjZpXH7JUyupLRs3StrYWqAiiSMhVNnmciq520+rvB/+NmEQbfbpftxEdXTtDSNC5PMPjSu30urjuyLyb2KZYGPTOLfL3stujXtDCSyRxrb4tZoinPXA3+r9QvtfULvRL7CFR7+kJpKqPZu3trXXhz5W68uWo3AOCnvx6la/pEuGPUDE3WXkzGNSjVIp+wscrnKxERERGRFTC4mkKRNyP2iKjU6xeNQUmnvKjpxHZWv5UJq7kaWRbA8r0PFy9rz8xHzVuzVG0dIRRtSs1ywl7TtpYt7RzQS9wM7fMyMWVwZ3i9fim4auQ8EQQBTR4/Khrc6FKQhUynPXwLqpQFUC9ZEb9N1DRxywLomFmS6Sl7oJXq9jSYvfvwV1vw7ZYK451KgLhtDu/XHof3b4/Hv90KV4zyHqZ+eWSh40SvyMxVKx3zRERERETpxuCqDmE3q7EekVd5hF+8GRGDpQ7ZXVumw4ZBnfPjzDO9dzOx7jEVa65a4C4yZlkA2YoYzT80FKBBkmJ/aUodtVJcWe0R3qRsHps1M3a1PvKuZdcl+nh5IvMQBAGXv7kaa/fWAQAmD+yI+08bGpqvzWZ43nrO+XilL9JWD1ulFqzaMRCvhmz4IrStU6jGq75tUOsyN6vZiM4FmThnVHe8uGRHVHDVzF1qxWuFXt7ob0yJiIiIiCiIA1qlUOSNrV02ikyGI/auEIMBVs0UUQpWRPY1PWUBrCsZ2yNN8R3lkeatGEwwYfsoBXGNzFZvPVPN801rhcjYgyXpPTYb3D4psAoA32w+GDWfUAmE2PNR3Mw6aljHr7ka+N9K12Yt20V1epWMYKXtKX5y6d0Gkc19KdyI6dpdVvjSUS+/IODNVbvx297asNdb4roQERERESULM1d10JC4qmkO4rSZjtBcspyxg6tGawuaQcsNlGKdRyvcdyWxD7qy37S2s8I200H6siC93QAg/+Iiub1JZB+lZPdqXH0pSKyyvczYlFKgLsH59O8QXi7FFjZvnTVXg/9rmS7ecSU9Ep/i6Kpa39W2i+HqGSoHvlnZux6fHw67I6F5aCZdu2JvCbW6tslQ6/Lgm00VWLu3Fn3a52Lm2B5RpYPS4be9dXjk6y1Rr1vpCwUiIiIionRj5qrJ1AauCN17BtpccmhvTOhThHG9izD7yH6x52nBEanltJQFSEfXYwUglG6WUxXYTMa9crpvv9O9/HjE/t366Xr8uK3SnHnKVtqKQXFT+6R3wCilnxPskBi4C/uCS0cGqpw4XVlVE2a//Qv21rpito0XjHSkqyyACqPbRZo++L/WyY0OuBjZPNYgU8kQ+nIhNcvTkk38/I87cNfnG/HB2n147NutWLunNnbjFKp3ewEA7XMz8Oej+yMvMxAAt84RT0RERESUfsxc1UN2Z2Tkpky8dRQzUQ/vHxhMI550Zq6GibPS8u5FBYKtWhYgYpU0b2IDAYzwoK5K5llCedGppCFAkeJOKXWlS0EWalxebCivx9ur9+CwfvHPuVjk2WzJzpI1QmtWZjKyjtUeI9dfczXid4X5in33CwL8ghCW5ad2rexWmA0AcPsELN9Zje82V+C8MT1UOxJrV4cCizEXlxRqtVPVgqNCnPUJe0/jOjns5nz55/ZZIFynsRRCMoiDv4kaPb7ULDgOcb92zs/CBeN64o2Vu9Dg9qX/7xEiIiIiIgth5qoOegaBifTjtkq8v2ZvoI3OmzUzBpYxSsv9U+Sjv1srGvDMD9uT1icj+nfIBQA4bMDIHoUJz896YbXUs9KttVqw6elzRuCicT0BRI94bcqytbZLwQbTem3R05VEum20/mdU5rs4A4UvuNbtr8cJTy/B5gMNmubdsygHb186DmN7tQMA+FQ6l6zM1apGNy5+fRVOfHYppv9nOVbvqtE1vZpkfBmnNifFsjAG5ulJZeaqli8XTDxftZTHiNx8VnlSRSx5IdaIF7fZM99vx6qdVWnqFRERERGRtTC4apDe7MJ7Pt+IpTsCNyIFWfoShq1eFsAeEUF54ccd+PDXfWFtth5swENfbsaB+uaU9Ut+szr34rH4cvYkfP3HwzFtaJe402rdu/oH9Wg9YdnIMhdW1S4nA4O75ANQGPFaL1kQ18prrXU1zczKkwKR8pnKgkory6rh9hoLoEVe+2wABnbKR2F24Fpa4/Lilz3RAcpYq9e3fS465mXGXa4QWinF98WX3T4/Pvp1H+pc3rjzBIA1u2uxbn89KhrcKKt24ZvNFZqm8/r8+Pc3W7ApGEhW/BxSGZBKaqKyDD01aYFQzdVEv7e4at4azP95T2Iz0ShdH6Vqy40eBNIaH/jiFwfi53y7nAwAwHdbKnDVqyvT1S0iIiIiIkthcFWHsJGq4zwmGnljJD7iN3NsD9xw7ABdy7VKWYBYN+SRmbUN7sC6HnNIB8w6vA8A4GB9M95YsQvvBbN3U0Gedeaw21CYnYGcDHMGTDEUlEpSNC7dQT6920IQBByob8a+WpdpI4THCwSJjy4nujz5cmwRXypolcz9pVbzOYyOjPREOGXzmDX/F9y5cIOm6aLKAijUXO1SkIXPZk3EERpKqxgVL3NVHIjQ4xNw18KNeGnZTk3zjQwxq2XPyq3eXYu5K3ejKvgIeVFO9Bd1yXzSQemYiPWZF09k8311zXjvl9QGV9WOcf1fnMWm7UyKzNY2bfEJEYPmYhD9X6cMwcS+xQACn+tef+oyjomIiIiIrIrB1RQ7a2R39CzK0TWNeAO4q9qFZxdvR6PbGrXYJBGZUmKmy7EDO+KSQ3vjn9MGY3zwZsxlMHNNr4P1zXh79R5591QZvZFWuwH2CwJW7KxWzGZLxn1zqm/G4wWeYnn0262Y9twynPrCclw5b405fYmz7uka1T3VklEfUutxpXQ8FOVm4KyR3dC1IAsAsKcm9uBRSvMSRe224IpmOOxw2o2ttFpgbU+NCy8tDQVKMx3KH5Wd8rNw2YRe6F0cuKZXNbq1LTxio2o9LsVBnzrnZ+KB04ZifO/iqDZGH9OP6qL8Z5VZxaq52uz1o9HtgzfOut09bTD+dvwhAJJTtkNNqr6Y0vJFTORmssqlSjyOHMF16Ns+F/ecPFh632OFWrlERERERGnGAa10SOQWIpEBZAqDZQSqmjz4z9Kd6NM+BycNif9oe6K+3HgAz/24I267yEwp8V7LYbPBYbfhtOFdsafejZ+2V6UsAPji0p14N5glq5atavTmWkuG4DebK3DLR79LvzvttpQNjpIKWoI3Bxqa0ez1Sxl+APDr3jrZz+aOiB0zozz4f6KHn7y2q955pjQEEWdhodHSk39Azjl+IL7fUoEbPvjNcMBIylxNwkZUmucDX27G4m2VAIB22U7kZ8W+hlxzRD8UZmfg0W+3Gl4/rZmrYqv2uZk4dmBHxTZ2W+xrU7wyB4G34pcVCGsvXgtlE3yx4QBu+3Q9vH4BRTkZmHvxGHTKz1KcPjvDjq6FeQD01641LMbAXkpfsqXqkh29ZGsELcVsf/m1IkP+ZYMAwAbsq3Uhw2FHBw3lNoiIiIiIWhtmriaJmbdFI3oU4rYTStAnmB3l8qQm+/O9NXuxraIRANC1IAuxEsTEey6Xx4cl2yvhDWZX2eUTSKOGp+aGsb45kC06onsh/nnSoJQsM9KBukB92aKcDJw8tDOGd9M4kJbeAc/SHLBVW/4/P9uIs176KazWpjx+IiDxR/XF+QCxayEbHVhJrsnjg8cq6WRxmHGe6Q5Iq4xELwb8NAfPYmTxqWVLm7lnal2Bx+7H9WqH26YOihuEFt/Wun7Rmblmjp4UXEYSDlWlrSBe5uUJjCvKqqWM1eomDzaWKw02FprAaVLZDq20LCUpgXzV5UVkM1vkUiP2Q/55Lj8OBAj477KdOPWF5Tjx2aX4etPB1HaQiIiIiMgCmLmqg/zmR3+dSWPTAYHAxGnDu+K7LRXYUdWkfwYGiTf8l0/sjZlje8QMMIg3xjUuL65/91fpdUdYbDU9EcDjB3XC0YcoZ3gp0Xo/a9MReRrfuwh3nDQ47LXkJGil9m5cLRt76uDO2FOzEw1uH/bXNaOqyYMuBWLmWng/vX5BerQ4WUKHrrFttG5/Ha6ctwbNwSCxDTZNAwep98V8mgdiSyCT3gibzoBfZHDY8JGtlqGpYd4zxvTE0Yd0iLuYUPBYW7eiRobX+n2Zhs8RtQGptJTyUNouaqulVHM1MkgaL3gsnv/xSgiYJbI7qcjgVlqu2nsWia1K+84RYxMJArBuf730u5aB4oiIiIiIWhtmrpos1iOVZmZspuqmS1xO/w65KMzOiNluQMc8nDWyW9RNlV12wxrK7DK7l8qsMBiIUhdaUVWAEIXAxB8O7YVv/ng4MhzRjwxHHgNmDogSO0aicaCnGH7bWycFVjvmZaK0W4Gu6VftqsZtn643uHTtxOvPC0t24rp3fknLIHhKX6TozeyMFCoLEJ0dm4zAmN5e6h10MLKV1rIAWugNZMeaXusM5IFlvyDgoa8244etlWFtlK77sq8qdQenzaI+oFX8NmYsJ3J50u9W+BBD6JwN/zwP/Swg1Nc5xx+C4d01PqFBRERERNSKMLhqkNFMzHQ/wq2H1ns7u82GOccPjMrwUnqM0Co3jKJYgQit+ylVZQ7Upeeg0pIFpzad6MO1+1ATHP1cL6/Pj1/21MZ9nDjRgJNYDmDq4E7436yJ6FmUo+ux+TdX7saKndUAkpvZVdqtQAr0LdtRjYYYg99pKL2pexR4tVZ2WXB7e0Uj1u6pVR38KfqxeU1dCE2vob2Z12JbgsFBM8sC2GN8wRd4LRicNjhvxZIP9tAXKNsqGvHWz3twsCF838Y7hsTMVY/PjwZ39ACAZjN67TJruUoijwHLlAUIfvcVFlyVvS/vZgv684aIiIiIyFQMruoQdhOhc+AcM+6dUx2Y1Zu5E9nKIZvOnqaocrKWqmd1kl0fMpnzVF2ehoNacd0jpvv3N1vxwpL4A6cpue/Lzbj8zdXS48SxjrNEB7TyBLNWnTFGjY9H7N8Zw7vi+RkjDfYivmlDu+B/sybGb5jyDMHA/5sONOCcl1fgsjdX4/QXl0u1kSNFPTYf8YLycWWsb0rHsd4yLmJAW3PN1Yh2dS5vzG0RNp2OHWf0ix/FsgAq6yWeET6/AG+w8GpBlhNPnFUq1ZlWyk2Xb2OHrLTMcU8twZLtlQpTmEfPsWLGZ4iReVjli0iflLkaei3svBAETQOlERERERG1ZgyupkgoUyb5Nx9enx83ffgbzn15BS6bu1oalEo3nVlOkUFYu13+Xtgsky5lpRPUauiZOC8r0lS/UWHkcnE9pw7uhEGd8wEEBr0xoixYg7hjXiZOGtIZnfOVs0L1ZmHKba1owI/BYE+GPBvbwDyHdytEj3Y5uvugR36m9lLaZl6NBJUDQino3eTxR2U4xlLX7MWdn21Aeb229qLU1ZQ1Vn9X9P3WSpz83DKUBwfBS6gvwf+bvX5pcEEA+HbzQeyqcQXaqJ+0upZnl53jYkA3J8OOiX3bw6lQFkRJj3bZ0rXA5xfw+746XX3Qo6HZi8pg1nTkqkYOtmcWLdeKqFJCFvk8EPvsiDmgVfoygYmIiIiIrILBVR3kNzuxbiLi3ZeaktgR565r08EGfLO5AtsqGrF2by2+3HjA2GKC/2vtc2QzpccILXK/mDAbooOGmqZrhXefWtZJKWgxbWgXTBvaOep9PcRMwZsmD8Cd0wbHzLI2+qXGloMNOO/llVhZVgMAyM10GOuoxaS6nEXMYyRGNyIfNfb4BHz8237Za8qBHl19MqkNEPog1Z65Gvi/Q14murfLBgA0enzYVqn+RVgo2zN2z8Tr7sL1B3D6i8vR5PFh88EG3Pjh79IXbZnO+B/9Ws9JeT3dyElCGb0K8xenB5DhsOP1i8bgzBFdtS3UII/PjzNfXI5PgsdSugZaVBJ57FjlszKYjBz+BYm85qqQeLkJIiIiIqKWjsHVZIlxZ5qKm4/IG9kmj7EBg/SOKB55v+9QuBlL9aOOVrjZU4qDqG0HvX1Od8BWb4BCPiiRUmarHn4NwaZAA3HZ+ua/rzaQSZjltGN87yKcNbJ75CwtJ13Hg1r2WqxyDTF3hyxY89Q5w3FE//YJ9k4fvcej3eBx3K9DLj684lAM7JRnbMEKxvRqh4KsQPZyeb0bu2tcUk3jvEwHZo7tgSP7d4g5vd4vwsSMxsCAVoHXxO1hM3jdT9bHRG2TBweC2c+9i3Nw7MDAdlA8OhUGT0um6DrD1giv+qWSK6HXIjeJ2NN0lf8hIiIiIko3Bld1SCTbK6VBxYhlNXuVB7WJOxvxB4M3TGFlASLnmWSas64iMlC17ictWyTVgeRtFY3452cbUjIgDKBx0CCxrWzPSzfisrBsovUy493UGz3+xH7375CLp88Zgd7FCT7Sn+q6yXEyQ9WC0ok+6i5nj7GYeNdUmw0Y37sYo3q0i3hDaV7KP6eCPHtTi1iB6HjbQ8vj16XdCvHl7Elon5shTSR2q3NBFv5yzADkZ8UuHaH3ci829/uFqIBkKKM3ejpBIXiZykzSdy8bj5GRx1WSqZaRicxctUZsVVZzNfYXJGolQYiIiIiI2gIGV00WK4hj5n2S3nm5vKnKXA1vKc9cbW0JLUbXJxnBA3H0+Qa3D5/8th8/7ag2fRlKpECQ3rIAshvxRLdG6JFV9XaJ1FyNOU8dpSGsEihJBaVzQ+ugeKLIWI14jIvaZWuvKxuThuCx9gGtQtmbWojnjjh7s798km9vecBWz16Qnytq5QjEda9u8qDB7QtrF9ouOjNXdbVO/3zj0XL8R9VctUhhALFfdoV604H3hajjmYiIiIiorTHhDrXtCKu5qjdYoPXxZRNE3pK5PMYyV6Hzhkm95qqxm+xEJXtzW2FE5yFd8vHsuSNw3xebsL2ySRqZPtm0BN+Vtr9fyoSSv6+vz00eH55bvAO7qpuC80pS5qraeWvRSIK2rOr4bfWunuqI8rEyVzXukBMGd4LDbkOty4M+7XPRtTBbek9t1xvdRXrPa73B+9BxJf6vL0tYy3VNPk89gTq920wMur2zZi/eWbM3bB5aBjIMq5+b5nMqWdnPWq4/0WUBTOxAAsTrtSNGWQB55mq69x8RERERUbokJXPV7/fj8ccfx5FHHolRo0bhyiuvRFlZWTIWZT0mPkobPWtjdy4/bK3EH99dizqXvsfFQ48Oa2sf2U4p08UCsUjLMpqpZLPZMLZXEdrnZsZvnATqwa3oN4Ww94zVqlyyvQpvrNyF2uAxXSQ+Aq2jH1qYnZWa6thDrGNKz5ccZpyysa5dseYtRFx8Mhx2nDikM84d3QMT+hSb0CNz94UY3P99Xz3u+GyD7i+0tAb/jR5reoJfqqUiFF47on/7qMxi8dJvNHM1WUmbep/GSKXIwPzDX23Bs4u3p6czMj6/WL5B/nkuT12NvKYTEREREbU9SQmuPv3005g7dy7uuusuzJs3D36/H1dccQXcbncyFpcWurO6DE5nROR9bIPbh6Xbq7BqV7XB+RjrtVKmizjLZTuq8OryMsz/eTdqXR5D81ensXZqgjtEy1LCbkRTcACkrK5t8H8tN9Rhx6Qs0GM06O4OlrroXZyD+08dgqFd8tUnSDC4r7SGuh6xtsgjvgDw1PfbcOnc1QCSk2mmdDzEXIzCZqlqdGPB7/t1L9dw3V6V97QGizrlB4KLdc1eLPhtP1bvrtE0nTh/m9boqjSdhjbiMQ9jwa+wUh4q7Sb0Kcb/Zk1El4Is2bLD10tp31ipTqfyoIPie4l3UNq9ajVXg/+LdZ0bPT4s+E3/eWAmQRCkJyEcMbaDTxBkAdiUdY2IiIiIyFJMD6663W689NJLuP7663HMMcdg8ODB+Pe//419+/bh888/N3txKRVeFkC5Tewggnk3H1qDCD3aZWPeH8aif4dcAPofM9SduRqx9mFlAWTBgzqXF39671c88f02PPjVFry+Ype+jiWDzm1jpIae1vdazA2qhm2mVhbAZkvgcf3gFF0LsjC5pFPc/RFajs7ajxoy/qwTNg2Ksy0Wb6uUfh7bqyj2bIL/m5Ft3rs4Bx2C2Y2OOMf3cz/uwNM/bAcAZDuNfUSlulzHmJ7t8Nx5I9C9XaBcgS9OmWvjgUUD6yWLribz2qI0mrz4GXDX5xsx++1ftJdNSNJZJdUGtdA1VhAErNhZjYqGwJfPsw7vi4fPGBZ4L4398vkFXDp3NZ77cQeA8AEqgdA+PuGpJfhpZ3VK+0ZEREREZDWm11xdv349GhoaMGnSJOm1wsJCDB06FD/99BNOOeUU3fP0+/1oaGhQfM/hcCA7O1R/L1Y7ALDb7cjJyYnb1um0Izs7/E6isbERjS4P/G5X8PcGOIN3GzabDbm5uaH+elzYX9WMi/+7BDccMwADO+fB53bBLwCupkYgP5Th09TUBL8/9p14Xl6e9LPX7YLf7UJzU6Ni38W2AgDB64bfI6BrDpCDQL+bZNPJ5+tyueDzRT/G6m1uCqyv7Ia4ubkZXq9yeQFPcxMEQZACXV6vGw0NDXA67XC7AvNyuxpxoLoGHlcTbBmZsNnsqGz0wO12w+OJncGak5MDe3B7x2srPx68Ho/qMSFfb4/HA09wnZtd0ds4KysLTmfglPF5AtvU2ywozj8rK7SP/T6v1MbV1BicziG9lpmZiYyMwGPtgt8Hb3NTzD7n5obWzefzweVyhX53B/ruCu7njIwMZGZmKraNJG/r9/vR1NQUt60AAYLgh1thW0nr7nUDcATr8globGyEN9jP5qYmuF2N0nHR3NwsbTexbSzNruaw39X2scPhCMugk7d1Ou3IzAy85vX6o64Rof3ljFqGuzl8GzU2NsYMHnndLs1tI68neq4RTU1N8Hh90nWqoaEBDl9GWFsxuP2vEw/BYX3bqW47UaxrhCg3N1e6TPiD571XNpCeDcD8C4ahvtmHwoI8nPXSClQ2etDsdiFy8Qer6+B3uzC4Sz4unjRAej3WeS9ep+TbyBs8Pz0xzqXs7GwpOORxu6PaiPN0uRrh87WDw+EItPV4Yj6BMag4AwWy6hSx2u6qbsLyLfsg+EPb0+/zBq/RDWhoCF07xOPT4/HAZgv0Id41Qrye2IJtGxsb0BT87PI128OmU7pG+IPnZ+DzInC98zQ3QfB5pG2mdI3we1zwuwPnpeALTDeyeyG+3XwAgseNpZv34UB1H+Rlhubpd7vgdcvOZUGQrgdK6+d0OjVfI5T+NvA4HYFzwxZ+HfB7wvdTQ0ODdG3yuMK3tda/I+RtxeuP0n5bUVaNG97/DbAB9oxsZNht6JSfCb/HBW+zT3H+iV4jtLStanTj110VEPx+OOw2DOuQGdYXweMCMkLbN8/hR78Cu8pnV670t4Ha3xF62xYX58V8j4iIiIgoZQSTLVy4UCgpKRGamprCXr/++uuFq666ytA8t2zZIubeRP2bMmWqUFlZL/3Lzc2N2fbww48Ia9uhQ4eYbceNGyfU1DRKbXv16h2z7aBBg6V2G3dWCBkdY7ft0bNXWB9Gjx4Ts22HDh3C2nYdNDpm29zcXKnd12t3Czn9x8VsCyBsvqeddoZq27e+Wye1Pf/8C1Tb9vzjG0KfWz4R+tzyiXDOzEtV2/aY9R+hzy2fCNe++pNw3XV/Um27ePFyqQ833/w31bZffPGtcPlLy4Q+t3winHnlTaptH3xhvtDnlk+EYx74SnjggYdV286b947Uh1vuekS17UsvvSo89tk6oc8tnwgnXHevatsnn3xWqKysF17+drPQ6ez/U2370EOPCIIgCDU1jcJHH32q2vaOO+6W+vvFF9+qtr355r9JbRcvXq7a9rrr/iRUVtYL5z2zWOgx6z+qbYvHnSL0ueUT4efN5cLGjdtU255//gVSH8rK9qu2HX/MiUKfWz4RzntmsVBZWa/adsqUqcLCn8uEPrd8Ihz7wFe6rhGFRe1jth1SOlLoc8snwpg7F8a9RhR26yf0ueUT4eVvNwuVlfXCoEGDY7bt1au34WvE4YcfEbOteI2Y/OBXQp9bPhHGHzFZdbs9vWi90OeWT4Qr/7ss7jWirGy/8MYPW4Q+t3wi9Js0TbXtxo3bhLF3fi70ueUTYfrMS1Tbrl79m7Ru8a4Rt734idR2ysxrVdt+8cW3wvWvrxD63PKJcPJlf1Vt+9FHn0rzjXeNGHvFfUKfWz4RPvxph/Dkk8+qtu14+hzhoheWBPbxJXeo74unnxMqK+uFd5dui3uNeOCBh4XKynrh0LsXCV3O/5dqWz3XiHaHny88tWi9pmtEr6POleb75eKfVdtOO+ciqe3s579UbavnGnHaaWeEnRuq61ZyqNDnlk+EJev2mvp3xOjRY4TKynrpXMrv0C1m26xOvYVrX/1JKNtbLSz+fa+Q0SH29STZ14jKynph/Y6KuH9HiJ/1Ux/5Rjj11DNU25aV7df8d8TGjduktpdffqVqW5erOeG/W4mIiIiIEmV65qqYzSJmw4iysrJQU6OtDp0eGRkOzZkLTmd423iPEhcWhrJT7LGGuwbgcNil+RYX56FvhzxsOqjc1m63hfXB4Yj92KvNZtPVX7FtQW2zajt5WwDIzFQ/DPLzsqT28drmZNjhBlDSJR/ta7JV20ocdmRnqw9I1K5drtSHnBz1gZsKC3OQmWkP9teh3t/gvBwOO3Jl2aZK8vOzNfchPz8b3mAbp1O9D3nB7ZuXp758AMjODsyzsDAHBQU5qm1zczOl/sqPZSU5OaG27drlqrbNzs5AcXFe3PUCQo+OFhbmoCBO28xMp+w4U2/rDGYSajn/MzIc0rayq5xvgNI1InZb8dy12QLnv9o1QpyPuK/VzvtErhHx9klxcR5swQxwZ5xH7nNzA8djRoYz7nlfXJyHvIPaaicXFYW2VWaG+nzl5328a4R4XAb6rL4dCgtzkFXl1NS2oCBHmq+4TWJxBGse5OdnxT2fh3YrxB+PLwkcD5HPXEcQz8+8/DrVdmIfA/OM/+y7nmsEAOQG+xHvGiE/hnt2LlRtm5kROu+zstSPBz3XCHlbrfJl+zoWPX9HiH8biMeC2vUkJ8OBpy4aBwCojjMeWrKvEQDginNMymVlOpEZZ98FtoO2vyOKivJkx4T6ea923SUiIiIiShWbIJhbnG7hwoW4/vrrsWbNmrBH8v70pz/B7XbjmWee0T1Pr9eLffsqFd9LRlkAh8OOoqI8eDyAL1g8r7GxETVNbpz49FIAwHd/PjxmWYDGxkY898M2vLysDGeN6o6/Th6Awx75HgCw4JqJ6NmxSGqr53G+P7+1Al9vPIgbJw/A9FHdY7ZdvasGl7yyDD3aZWL+peNxzVtrsGZ3Le4+ZTAml3SKmm+sR34vfX0VNpQ34Mnzx+HIQzoCiP+IXnZODgAb7LbAY7xerxcOhx3z1+zFw59vxLShnXH5YX1w1os/SWUBjh3YEfedUmJqWYA5H6/HFxsO4KZj+uD00s4x2/5a7sKs+WvRr0Mu3vrDaPztg1+waP0B/PmY/jh3TI+wtvKyAD/vqMAlr/6Ebu2y8O7lh0bNNysrC3NX7cW/v96CkwZ3wD+O7w8AWLq9Eje89xtKOufh5QvHAAg9xvvR2n24/ZPfMLFXPh4+szTGdshGhw6FqK1tgtvtCXvU/49v/4KVZTW48+TBOH5Qp6SXBbh63mos216J24/vh6lDlLfx1GeWocFnx/tXHIo+7XPQ2NiIc15ajt3VzXhuxkhsO9iA+77YjCMGtMcjZ43U/MjvwvUHcdcX2zCpbzGePm9k3LIAv5a7cOWbq9GvfS5emzlM9p4dhYU5qK1tgs8XXRbgf2t2YM5H61DarQDPnz8qbL5bKxtx8dzf0D43A1/+8XDVR/1veP83LN/diH9OG4zThndNelmAIx/9IdD/ayeiXXZ4WYDpLyzHtspGPDV9MEZ2jx3y/nh9Fe7/YjOmDOqEO08cELcswGfryvH3j9dhYp8C/PuModK1U6nt1KeX4EC9G6/OLEX/9uFBvb9//Du+2VSBv04egAsnDYh73t/6yTp8tfEgbjlxKGaO7w1BEPDMt5vx3PdbcMqwLvj71JKoabKzs3HXwk34cO0+zJrUAxeODb+eite+R6YPwzGDu2sqCwAAV87/FevKm/D42cMxsXehYtujHv0BXr+A/113JLoHA0gX/ncZ1u6qwv2nD8WRAzpIbcXj0+XywW534OuNB/CXd39BaedsPDdjlGIfxOvJSU8vwd6aRrx47jDUuDxR1x1AuSzAzJdXYHtlE548dwTG9GwHALhtwTp8tbkKc6YOwYyxPRWvEeJ0AHBI50K8e/VhAIBmjxeH3vcFAODz2RORHwyW/eG1Vdh0oAGPnzMSRw/uBgC49/MNmLdsGy6d2AtXHtY3at0SKQvgcjXBBRuOfvAbOGzA9385Unrv9Bd+QkUz8OYlYzG4SwEaGhrw9Pdb8fpPu3HemB740zH9pbZGygLMX7Ub9y7ahKP75OOeU4eEtfngl7144IvNOGZgRzw2IxBc3bC/Due+sBgd8jLw8VUTo+abirIAe2tdOOmJ75BhE/DNn46IanfUoz/A7wzsi+HdC/H8OUPjXiOSURagW7eOqsFlIiIiIqJUMD1ztVu3wE1SeXk5evfuLb1eXl6OQYMGGZqnzWZHVlbsrBp5bT+1dlrbOp2BGyKXK1Q3MDMzGxk+B+yZ2cFpc+GUZUzI55uZmY2s7BzYM7Oxt1HA3npBmi4zMzusbUaGenaTvK0zMxv2zGw4s3IU+y629fn8sDkz4cwMtAtM50ambLqw+Toz4VQ4EuyZObBn+iAIofYORwYcjtiZJIIfAAT4ZG2dTjuyc3Jhz8yGIzMbWVk50vYAgGavD3a7UzVrye+HdEMYr60gAH5x9GJHRpxjIlgjUBBgszk0b2O7PXAsODKyYs5f6oPdIbXJDK67IzN8/l6vP7Df7A5pGykRA00+nx+CYAtr58jMhj2zGRmy6UP72WbKuSFv6xcC52ZmjG0FAI6MTMDnDa6fgKysHNgycmDPDPQnI8sPe2Y2GnxO7Kh2o3+H0LGl1geHMxAQEoJ9iddfvz8QhPELQlhbp9OOvLw8uN2h9V9TVo0nv98Gl9eP6iaP4v4CgIyMQHvx/MjMjJ2p7cjIAtAIwS/EbQvA8DUiIyMLdof8epMTlvkV2G+B49KZkam63fz+qsD/ghDzGiHy+QT4fOJ8s5CdnRPWr8i2Irs9ug/OzMA5kpGVo+m8F89ZwAaPx4fZ76zFTzurg+ex8rkkCJCC23aFa4R47cvIzIEg2KR1sdkcqtvMZg/0z+v1x2xry8iCXQDsNnvoeuJwBtY54twPHZ+BzyKvTwheI2Kfc+LyA/1xICMrB05/YP5OhekirxGOzBzYM4XA51hWDjbsr0eV2w6bIwP+4PELRJ+fzqzAdADgyMiQ2gl+SMdjRvB43FXdBI89E/ZMHxzOUFsItpj9jO6vvs/77Owc2B2B67bdHnHtzMgEmt3weQXpeuLMzA0eh9HHkN4++IKfBUrXdpszcPxmZmXLPsMF2DOyYVc5RxO5Rmhp6/UG/o5wOJX//nJkZcMfPJdtiP13hChw3ge3Q5y/I/S0JSIiIiKyAtO/7h88eDDy8/OxbNky6bXa2lr8/vvvGD9+vNmLS5t4D6JlBDMplm6vwszXVia/Q2qCGSB6c5TF4IMZIyuL8/AL0f1w+0xNnk4ptZ6bnBRu2P66Zmw52IAD9fHLRWjl9Quh4LHOaaWgli30SOeaPbU47+WVWLThgGl9lLMFe6llj3z0636sKKvBr3vrsKs6kO2b6DmQyiMhrK8KCxZfsukfql6VnhHexSUrTSNEtNE+t8AI5+LI5Q67DWN7FalMlZ7HiWPkKwfe07gJtfRc6TjQdBzL2vy2txYXvr4Kq3fXAgDsKjOI+V7E68t2VOHM//yEnVVNwcVFT2eNK6d5vRDX8Pd9dXhu8XZ4/aF5+6XrYWg7hAbgS9+WEPsVa4/LX+eT+URERETU1pmeuZqZmYkLL7wQDz30ENq3b48ePXrgwQcfRNeuXXHCCSeYvbjUkt3nxLtJnTKoE37ZU4sl2yrhkQUPzbgHiXe/Zdb9mJm3dfLgVmRAxRvj8WFzlpusGRsJ/YSo3TSbGfT5ZtNB3PTR71I/njhrOCb0LU5onhvL63H1/DWobw48Aqq2KUJBtBBp1W02TOhTjFE9CrHpQAMa3D6UVcUuRyAnHkNat5SeLepVeGRWaXqldWsJ5MFtNWZ8qWJEIgEl+ZSfXDUBHfPiFOaM0we920BLc/nxj4gf4625ni0jzV0QdAW+ZZNhb7B+d26GA6N6FoaVLIhanmzlYwVaBQHYURnIIs9y2jG0awFKZaUpkn3MpStWWZgd+FNrX10zXly6E+N6F0mBfymrVXZCpivwv+lAPW5dsB71zV7kBGsRx9qXgcf2BdnPRERERERtV1IKVV1//fU4++yzceutt+L888+Hw+HAf/7zH2RktJ1Hu3oW5eDfZ5YiL+Ix1nTcNCUaBDKjx2qZOFsONuKOzzaYmlmZ7HtoaZtaKbKmcIO76WCoHqAAYEtF7PqAHp8fa3bXYM3uGrhjPNINAGv31kqB1YIsJwZ1zo/bNXlwR54R1aUgCy/MGIUpgzrFnUfY/HRudz2ZYMncp1aIQehdPS3b49vNB/H2z3sBaFtHMRijNmu920qIyIrPileHMYn7QjWjXWHxeq/ReraN3v0tn7V4rg7pmo/Hpg9Hl4LYj5Q75MHiGPMLzDPw/1EDOuD580YiT2lwoyRfWGNtPiNBaC2OOaQjbptags75gWC/yxO6vioFVyFdr5LSnZi+31KJrRWNKK93Y4eYWRwrIVn2MzNXiYiIiKitMz1zFQgMJHHTTTfhpptuSsbs06Ksqglv/bxb+t1wxlwCNyFaJzXrfky8sTP98eGIDtY1e7Hgt/04pGMeLhzX09RlxWOLuIlN9s1sKu5B5evg92tfobs/34hPfy8HABxX0hH3nTpUsZ08OHL/qUPgNDiYSFgsQcrc07cDdAfgDLZRWo6uR3dTGCQJfxo8esHi/lN7xFuvh7/eImU5FuVqzxZV23SJ9k7r6iWzD2psCsd/XHouULJyMNK1XMOClM5FvWUIYi0mVEnT+gE5Mz//Mp12nFbaFe+t2YvyercUtAYAX/BnpeB0qr+78yg8RRLzkAnb3xbfmUREREREScYhVjV6fskOvPXzHgCBRyTTS9stl3i7Y7R+m3RzbUrN1cBM1u2vx9urA9sxJ8OOJ84qxcjuhQCUb+wSX67pswybr6YtqtCJVN00+3Xsc/kj+TtVHs8XZ5nhsMUNrNpkAR5pevE9pVqLGrurt26oUj/izTvuPNP06G7CND7yrmftmoOZzldM6oPbTh4Sp3Vo3ruqm+DyhI8wrvTYvOq8ZM1M+2LJ4HQJX29M/HZHqfSunu6t21ePBrdY+iP+lDmyz8Vs2c+Rk4ZKLsSeZ7Kuj1I5kTSdumJAOSy4qlQWIE01V70KX8Y57crX+LDM1ST1h4iIiIiopUhK5mpr1NDsBQAc1q8YM8f2NJypkZLMRZNuTQXzYqtSzbmdVU2Yu3J3cL42TOzbHl9sOIg1e2pNzRpN9KZUeyJZ7OXoHkBMX/MokX0+UN8sDcgkLUNlIfK3fCoZr1JwRMNWUsrAEmcdlummY8CpRKSzNEaqxLs26Q20acr2DTaaOqQTOhdmo6oqdvkJIBRk+seC9ejRLhvvXjY+/LFog/Sc96Fj0/yjLlY35P1LqCyAljayL4AEhXMuFjGD8onvt0mvadk11x3ZDx/9ug8AcGppV+VGgjxzWqnP1jnTdMb4NRHXT355tVLNVTG42jk/E10KsiFAwNTBnRXbyveVmVnwREREREQtEYOrGon3QscN7IQJfYo1Txd5s5jYPYi+icVlGV2kmTeXp4zojvKqRjzzw7bogZAMPhKeTkY3SSpumgUEMgnPe3kl6oJfCsjfizmdvJyAWtA4+L+22ppKy4nOHrPpjS7pCBYB4YP7xJ+3QhuFBenZk+k6tpWWGgpum3cs6s0kPqW0K97+eQ+qmjzYXeNCs9eP3ExHxLyM9UFkxuqZXhIl1rw1ZlYbOYoWritHXpYjuMz4LhjXEy8t3SnV3Ax0L/6Uw7sXYnjwKQS5yClDX87ElqyEzXTXyBbjp/Igu1gWQKHkasqvGmJwddrQLph9ZD/VtmGZq0xdJSIiIqI2jn8SayQGm/TeRETeQJpxsx73BtzkZ2PN6HNOpgMzx/VEu+zoQc2SWtcw7vtGM5C1T6fUsryuGc8s3o76iOAnYE5QqK7ZKwVWR3YvxCEd8wDEybSV/ayWuepXCAbEpRSvVCoLoDGcYLQ2q9Gaq2a2Tzel4LYSfYOA6Utzv3JSH3x05aHq/dM2q5jinaPJSLaLN0shPLoa9aPmY0lD57OdgYDq/NV78N9lZVrnjGlDu+Cm4w4JX5zmqdUJEFSD+6nKf9SzHDP7ZFfMXA38b4UBrbzBzjg1XNzDgqvMXCUiIiKiNo7BVY2MDgKTznsOKbigo96kXDLq0yk9+hs5qFQ6JGPRSvPMD5ZHqHF58dLSnfhq40HTlhdWY1EcJMVuw4vnj8Kgznlxpw/PpjKtW4F5y7aGclkAsQ/mLtfI/BUTV9Vm2kIlo/vGs+QF2c/Gl2nk8EnldSdGbFVzIFtPX/98TH+cMKhTxKva9lBkq0SCZ5FBVEHDlzPJq7mq/f1kHBdqNVedYWUBxP6kp+aq0xF/f8s/yx0MrhIRERFRG8fgqkZas73iSWT6VN+/JPPmElAY6MT8xSVPsO81Li8e/HIzqhs9miYb2iUfd5w4CP075AIAXF5fnCmMiaprqDPA7vX5sa/WpRjs0fNFg1J2mnJZgGD/tHVPfz1gHfPXnbmqI2BrhXNYa1kAI4nJetZPvnyNlRh0SWT60KBahuegq7XexWhpP6FPMW45PiIDVWsZDZv670YJUC8hkarzI121XRVrrkrBZltUu5RnrkqB3vh/Gl42sTeGditEabcCTB/ZLdldIyIiIiKyNNZc1UgKKOmue5rW1FX5f4YfdzZzFcJuIIM9k26yk3EjqbPzWrvQLpiB2uz1Y/7qPejbIRfnjOqu3IWw7thw8rAu+GFrJbZWNOrqm1YCBFl2mLiNxfdUppO9WV7vxqkvLMeVk3rjqsP6RrTT/0WDcjaoUqZWIJPr//63HlsONsJht+GyCb0wuSQyA0+fUOaqjkfc5dMrrGtLzdVKOG6oNE8DJUTMLtkhIPw4S1ZJkITIB7RSSF01u+Zq5BcgWtc4ctuY+di3X8P1I9VBRcUvgZLw5EZk5urqXTXYfDAw+JtDIXM11bwKWbSxXDyhN/504hBUVTXA6/Unu2tERERERJbGzFWNjGauJuMmKe6jjSbfmJoZhFAtC2BidDXZN+ddC7Px2PRSDO6cDwBwK9xcagvkmd41ALLsRIT/r2c0dQB4YcnOqNf0ZI0qBXUVywLIft5R1YiF6w9g88EGbCivx9ur90T3QZpO42POSYxWWHEgNrXVNSsLP2yeBgJR8rbywzKRrFEj++KFJTvwl/d/VQ6q656b+hThZQGUv1zQtJQkZ6BGTadtsrgEwXiJHXOWn95z1S4Lou+rdeHKt9Zgxc5qAECWM/TnWLpK5Xh92oOrREREREQUwuCqRmbVXE3F/aQU6BCXGfG6XmZ2OfzRRxNnbFCsLmjp2mH92qNf8PF+1WVoXc8Eb6Tly/FHZq5qSA5Wem9QMHis1E5LYFOpSeTxGf6mEDWYltuEArBGs7dFSjUF9WSlqz0KnUxK6xsqURCnLzoeTTYSBJIvPZEAtdHryLBuBbAhcG3/YWslmmVfkCQaMI+1PcIya+VfLiS0tNiMBjDN/twKm1ylRIYt4TM1GczbO6EBrQRUNQVKyWQ6bDhpSGecNKRzVPvU11wNDmiloeYqERERERGFMLiqkZZBOLRIJLiS6tudZGS4KQyInNTBjFK1zXQPwpPMTEohusanluNO3N+Pn1WKKyf1BgCUdiuI2U7XKihkJio/igv4I5KAvf7oras3uVFcfz2Bwr7tczCkSz5KuxXg3NE94rZvKZJRFkCk67iOUXNVNfgeR3jwUn0Op5V2xUdXHmpgKcbFfepApcUve2rx9abAAHhaBxCKbJXusgACZGUBTJmjzuWn+VwVN6NfEKS+FOdm4s5pg9G1MDuqXSr76xcEuDzB4CozV4mIiIiIdGHNVY18KgEhNVE3tybcs2gtCyAF1gzeqCXjvk65LIDN9OVZId6VjMGTtIrMXIWGY0AedFMLxortNA1oJU0TWrDYh/DBzULBT3/EVvH6FOr56T2YNWTuSrMO/n/WyO6YMSZ2UNXK4QebTXkT7axqkrLT4iau6lheojVX5V01OviXkUe+2+VkKPZBpLsMTJz2sfqo5Rr95/d+RV2zFwBQmK3tozvqHDUYlE34S0XZ8SiezUrXD/GlPTUulFU1oVdxTmILjtWfGK8nO5gZylxVbyd9GZTc7kj21brwhzd+RmVwYMZspyNFSyYiIiIiah2YuaqRWZmrLYnmx4d1yM8MBQVyMwM3cFZ8EFQrLZsmVY+Cy5ejFMAEtD1mGq+/iY6krtQH+TEQGXhQylyVptNaQ1Kcv446uGbutWRmi6ovOLS+H/+6D2e99BPqm30AtA/Opy0gbX6Wu5HzRs+AVlrnY2h6DW3CywLEO+cEKbB6yrAuuHxSH039iDz/NWeuRjU0accKocH2lI4VMfj4xcaDOP/Vldhb6zJnuQYYDfKrEfeHIAiq14RUl8z5dW+dFFjNz3JgmMITC0REREREFBszVzXyGww05mc5UV7vBhAYsCKRx+20LtodzPQTb9iNBveSERD60zH9MfC3/fAJAo4+pEPEAs0Pr8bru1k3sXqz5pJ97+yTAhjiMRCgmrkanroas71fxxcNSlnJSvWL5Zl7kdtya0Ujjn/qRzw2vRTDuhVGzU8LfftZW6DQCjWD9dhW0QgAyM1wYEyvdqZmBRoJSIdtP0Hxx4Ro++JDttwUf7sTdl2Ok7kq/37hT0f1R1FuhnLDyGVEbATtA1pFlgXQNl3M+QX///i3/VizuzY4z+iZTh3cCb/sqcHq3bVo9vqxfn89uskel0+WVJ3K2jNXA1I1AJdYb3hc7yI8Pr0UGQ5+705EREREpAeDqxqJASWtte5Et08twVebKgAIGNOzKOk3Lf9atBHv/7JP8T3d92lJqLl6SMc8XH90/7DXtAy2lCrprslnlsjMVW0DWoVqIartciODMyltV6Xjat6qXXhn9R4AQEGWE3YbUOPyosblxYqyGim4qpeumquyqbSw4jGjlA0u/jx9ZDf8KeIcVJuH2+tHs9cfNpp5JOmY0HGtCI+tRkdXjVx3BN17L9qu6ia4vOFfUGkVr7V8fygNaBUrszxsvfRsY4MbIfJLQLMGOHr6h+3Sz9kZ0cdTSed8vDBjFK54czXW7Kk1PbhoJBvVzMCruFn9ssLYan1JxaXl4a+34JtgLd+8DAcDq0REREREBjC4qpHRRwSHdSs0HBCK3ZfYt1zLtldJP0/sWxz4wfDj2wlNnlZ6b8qN3sRr2jYab54THhlatpzImqtSkEhD5qr8GFfqk56BzpSaKA2IJfbP7RPg9gUeW5/Qpxh3nDQI//xsAxZtOBCjr/rqAujZwsnITE1ntquejGO5pTuqMPWZJZh78Vh0bxcvi1D7zOX7zqzzINFY3M+7anDVW2uk343ur1jdiNU/cTlbDjaizuVFQURN1fCBurT3I7Kp1klLOudj2tDO2FnVhEyHHWcO76Z9oYodCRVd7ZyfiWMHdsRZI7urNgfS+4VbMpZt05q5KqtBnUzVjR7MW7Vb+r1HUfKzhImIiIiIWiMGVzUyGphINfFe7IXzRmJUz3YR7+kNOAZ/SHJEKFU3knqYMvBYmtZnR2UjvttSAQA42BAoSREKVsTulDwjVW2AHT2PgCsFSZRKbERu739MGYjTh3eFzWZDdjBjUh4A110WQJxOR83VuPPUsE11z9QssUa0CrypaRYjehSiOCcDVU0eNLh92HywIWZwVU/AXXl6Y9Op0tkZAQLKqpoABEq4jOxeiGFdza09GSuzVnwi4vUVu/DTzmq8ftGY8Olk20fLQHLSMmyBry2E0AuapnPabfjnSYM1L0ePgZ3ycePkQ1TbaCljkohYGcnJPkvDMlelvkRTyjxPBk9wcDu7DXjy7OEY1aNdnCmIiIiIiEgJn//SKBRntHZ0Vbxny5A9xmm0x6nKXE3mjaRVd5davxLt8kvLyvDlxoP6J5Rlrqo9Dq022nfseUcHRsMzV8O1z8vUdK5p7YGuruqct5XJg1OhWrfapu3fIQ8Lr5mIUg2D2xjdZorlCxIqCxA9b9XlRyxEDH6O712Ep84ZgewMfaOmG73enDWyOw7pmAcgMHJ7pESyeeX7O13HdNi5rudbGZPp2Y6JfmGgxC77IlGtJ9Iyk/yljC94Uchw2DG+dzFLAhARERERGcS/pDVqaZmrUMgKVLpP23ywAU98tw2PfbsVX22MfPTa/JtLJWr9MypleYIJBgCTPWDJ5RN7h/VBdUArpRIAig2NlwXYWdWk6bhSCsYkEoCTaq5qaKv1uJeXMnjtpzJUN3m0dSZNBAPXMK1fJhkZ0Cow/4gZQH9N37A+JnA6mXoqxphZ+OP9oX4f3r897j1lSKCNwnT+sOn0dSUsQ1zfpEmh5UuZVGVuSstL0YZRylxVWrj4ik8Ajn1yMdbsrklKf7z+lvF3DRERERGR1bEsgEZKI5xbkVI9SzX//noLlu+sBgA4bMAXs4uRnxV+WKRujS1UF0AnxcfnU7w+kfvpybOHY0Kf4sB7tvjBRXnA0qYS3YhXLzC8U6Hlzlu1Gw9/vUX2VuyyAGafZkYSweJ1QRyQx+cX8Ph329Do9uHqw/sqtk31ka3U90TLfKgH5sVZG5y3wmuJHgKGMl8NBomNiLUMxe1ssCxAoL1smWn6+JIvV0sgL/SFm3lnTnWTB19uqYzqT9y+mNaD8JqraqtWlJuJvu1zsL2yCfXNPqwoq8bIJDyyL17LHYyuEhERERElhJmrGqUqi1ONnsBF+EjUsQNrjR6f9LNPABrdod/1ZpBZkda+JzP4la5jRulxYNXgqtRWvcNiOz1BnkUbDmDZjioAQG6GA8eVdESH3AxZi/B5yfug3B99XyKEBrTSUXM1zvq1z83ErScMxKDO+QCAetm5YxXzV+/Buv11AGTZ98lYUIIDwsknN3ouBh61Vq9lGWv5Zok3P9XNpDKx3vWS61GUI/0cf0Cy5EtXaZ37Fm3C3QvWAQjUlE0HrTVXnXYb3vzDOJw8tDOA5FUHEMsCOCz+pTERERERkdUxc1UjKXPV4oFGvbUPI2/axAEuwt5LdlkAMfhrwg1kfbMXj367Fb/vqzM4B32dsPLREBag1JG6KV8nxVIBOh7JFwejmrsyNCL1xYf2xOUT+4QvM3JeLSBzFQBOH94Nu2tc2FBeb6RbSZOdYUd9sw+vLC/DwnXl+PiqCdAYM46ipbnhpFilgbcS+CIr0UuIWbW1Y/UjLEgaYxFK51x4WQB9fXvp/FHYUF4Pp91m+gBdWsl7rClzNfi/mUHFg/XNAIDBXfJxzqju5s1YB601V4FAgDXLGaj5m6wv/6TgKjNXiYiIiIgSwsxVjfwWyFwVqT6eKz3WqhRYU2gf8btS5mqyKdXUNOrHbZX4cO0+VDYG6l+2z8tQbW9WFpXik7w6VyjRQIKWR+vVywKEjnG14Eao9ET8bXfDsQMwqkdh3HaqsVWl9RBU3lSav479nIzvFEIB6dRcQG6fOgjHlXQEANS6vEnvg+Gaq+L0CSw71jI1DYiW4ut5WKnNiPfUuiLfPnq7nJ/lxNheRRjZox2caRqwaEiXAsWfY9JQxsTt9eNAfTOaPNoyxsV5XTaxN04r7RqjkRD9o4kHiRhc9ckzV1Vmr/bZbQaxHwyuEhERERElhpmrGrWYmqviDwa7OfPVVThnVHfcfNwhuuu3GmVmlpLHF5hJ/w65+ONR/TCpb/sEe5U4pSBkKoJsSseqlrqZgHr/9MQcJvQpxsF6N1bvrlVtpykwnMCj43qOsWQPMpYKxw7siIGd8vDlxoPSa/6Ez+fY28VoxqdSbc1EskcT2XXybELD20hXMc+IUhiyrMZIgsZgnFU9e95I7Kt1IdNhR+eCrLjt462i2+vH9Jd+wv66ZjjsNtw1bTCmDOqkOk2qv+BQIi76x22VqGxwa54uWfW7WRaAiIiIiMgcDK5qZGSkbbNpejxXJYCi/Ih34LX2uRlStufS7ZXhy012WQAd9TDjEefRpSALR/TvkPD84tGabRazjUIjs27+wweyiZ8JJg8+qCVM+XWeC1GBU6Vgc5zftc47XjtNNVd1ztvqxHU2UitXL6OZq3JGA6QCjAfdo15P0iYymoEaPrh8yzswnXYbespqv8YTuv6E79F9tS7UN/vgFwTsrws85u/zC/h5V42G4Grsz0a1LWrm1i4IDhb56946/Lq3TvOyk11z1c7MVSIiIiKihDC4qpGUuWqBmxAt91l6779vnzoIGQ4bZr+zNrQchRIDyZH+bVrR4MZ9X2xCRTDArJcVsh0j95M8CKPlJl0pa099rUzcb5FZfFDou6w3RjMM9dVc1Td3tWMgReWLlZctiP8bLW2iPkHYeuut52qzITKEZsa2MjKtAMG0KFbM2ajMPlllAVqiUEZz6LUvNx7AnI/XKbbXcv3V+6VJMq7o54/tgZwMB55fskMKbKrR8qVYIsQvytI1wBcRERERUWvBmqsaSZmrFr+1Vay5GvGeIhuQFRx8KKqZtVc5jJ7BlgCgKCdQk7XJ48e7a/bi5101pvdJqS+p2KTyZYT6EL9gr82mvv1CJTIM9isN20NPXd9UDeSWbJHrbLQuajxmBP6UM7i1TRvWTm8AOaJhsr8iURvQSimgKJKPLt8W4mBKX2xsPtAQs72W/eaXPhvStwHb52bisom9kemQfT6r9CfJJVfhZVkAIiIiIiJTMLiqkV9n0C4ZtCxbb81VtYBLqmJMakGFZOtdnINHzyzF4f2M1WZV3Sda6nsaWqo2SkGYN1buxt0LNypmeinub6V2OgNYhs6ZsJIG0V3R3QcdR7EYANMcn9M859SKXGd/8H+jZQFinZ9mPLIelruawIUg3fnj8dZeSyBasXRFCy8LYJTWOst+LceMhprDi7dV4mCwFmoya45rPQeVahKbKVQWICmzJyIiIiJqM1gWII5tFY14+OvNqGoKPC5uhQGtvD4/BEFQvMlWuiFUe7RQaRCjxB8j1icZ2Tl6gmmH92+PHVWNWLytMn7jGBLte63Lg101roTmEZ0JJ89eDvzs8wv48Nd9OGloZ4ztVRTWXml07FqXF/XNXuRnOaPaaQ3yaNkXRmuuahUvSPHmyl1Ys6sGeZlOqZajqcd9is4luahlJaEP1Y0efLpuf2iZOqdXyqo3XvJB0J2dG5n0atagRzGrAhgMkmoKHrYmUtZ1dCkQJRqesFctC+B0BKKLLyzZiTW7a/HUOSO09dMgvYdXsna/eFwxc5WIiIiIKDEMrsbx+fpyLNtRDQBw2G3okJeR3g4BeOqH7fh+ayVemDEyZrBX772SWvtk11w1MzvH6BxSfXMpX5zXL2DGKytxoD6QMWVWT8IHtAp/z+X1Sz9XN3rw5aYDaHD7pOWLx9X3WytxyvPL8NGVh6IwO3DsJyOjOdYj0oHlJL4ktQB+ZYMbD3yxOeFlWJV4Xhl9LFqt+X+X78TclbsBBI63DId5804oCmzBYFGz149lO6pivq+WwR8ajMz8flmR4pMUajWNNXx2hMqZRM/92iP64o0Vu7B2bx0qGt3hfUnCNteeuZrcmqu+4MeAo60cWEREREREScKHweIQa5Id2b895v1hLIpzM9PWl7E9iyDGLn7ZU4v6Zm9Um1DgS6HmqsI85Zmuke1SVhYgyfPXIvLm0ozHzbWMTA8ALo9PCqz2bZ+DU0u7aFu4jr5FDliSIfv92R+3474vNqMueDxlOe2Y0LcYfYpzYAPQ4PZhX22z1N6v83FZLe0KssO/tCjMiv4SI2zQI4PRBqXpmr0+xbbJH8gtuSLPZ3G/mRlHqXEFjpkhXfLxjxNKkJup7/s6pW2cUPapwmtaCQlOD6hfNx79Zgv+738bACCs5qYWyaqXa1XKpUBit9eWuRq70XElnXDNEX3DlpPMXGFbjJ8j2RW2g1l+21eHWz7+HQCDq0REREREiWLmahziTVuv4hz0bZ+b1r6cNrwrpgzuhKMeXwwA8Puj2+i9CQ8vC6A8r1QVXTXlBtJgbVx7Em8uVcuyRqz0GxeNRabTnO885NvgxCGd8fu+OizfWQ0gMLCKqDpY8mJw53wcNaAD+nfIhc1mwzuXjcdJzy7FwQa3YqBBb91A6XeFNqcFA8r1Li+6t8tGSec8jfNOPAMs1nGnNwtTTWsYI0txMwU33pRBnXBaaVfd85QH0bw+P77adFCqeWmojzovIslKcFXqx75guYnu7bJxzqju0X2B8jFaXuvCu6v3BNpYMCM3GZS2hdqe1bTXpcxV7ctMFv3BTPN79dLSnWgOPsHQIY1fGhMRERERtQYMrsZlrVp3ORkO2BDolVdxUKLo6Kp0P64SeAjLIAu20zuwj1FWCBc4W2HQQh78HNAxD0+dM0IKlirVcDy1tCvOHR0d9AEQdhokI+iel+nE+WN6KL4XOn6ju6M7uzFO8C3TYYPbJ6BjXiYO7V2scebWPHYiayirPRadbgKALzYexG2frpde0/slw8EGN5o8gWCRoVUMq7lqYPp4sw/O+4qJvXGqjkD0I4s2Yt5PZQAC1/+2QPGcVzl19ZQFiJWRrrRMtfaJCKuHraEkj7wOeqPHB4fNBoc98M/I+Vzr8mBvbaDG99EDOmDOlIG650FERERERCEMrsYhxLkhSwe73QafX5BG+pUz/PioLXoaswZ30cqcxFVjczE8WrLKplG730/FFlXabUqPmaoFlKTMQtl21ft4uRWy7ULrEU18LdNhw5ezD4PHJyAn0xFVSqGlksp8GLw2qGZeG+iP4nwEAZXBWpddCrJw7MCOGBcx4FpMwZ07d+VuvPVzMMNT43JjtTNcFkDlPenLqliZkzFe3xcMgo3p2S7mFxCtVdiAVioXVD1lAeJdjox+huih/doZ+F/s0c0f/Y5vNldI7+dlOvDY9FKM7NFO87I//X0/7vjfBmmel07ohY55zFwlIiIiIkoEa67G4VcJPKWLGPRRG0FaKaCl9ZHoyJdSlbm6Ymc13gk+/ppqidacUw2k6jh4EjnO8jIdqr/L+/JTWTVqXYFyAGqhBKVkLqW6vnoYDbYqBVq018YVpwMa3eE1VuVBm+wMBwqyna0isBr1ZYkUXLLOusmDR+JuGNOzHf567ABkacxcnVLSCd0KswBA8QsnfcwJrH27uQKbDtSHvRYvczh0jIb3oT5Y1/a80d1xzMCOpvTP6pQetlAtC6AhczVeVnLMAcWScLqE11yNvQDxHfGzfun2qrD3G9w+rNpVo2vZv+yphRCcd0mnPAzoqK0ECxERERERxcbgahxiQMJKsRZxZHu9matxMykj7jqT+YisXGFOYPCibZWNuP/LzThY3xxnivj0dtmRxoCTWYOVzDq8Ly6f2BsXj++FO6cNQtfC7Kg2Yh3Rx77dKj2CLR/UTEsfjQY200pWc/WYJxZj/s+hIH4qMrRDpRRStzUiy4Ekej6rfTljdNuJgaUft1WiJhjs13utPbx/e3x05YSwQaL01uIFIjMWja1PdvCx/c83HMCtC9aHvaf1vJH3oryuWcrozdM5WFhrEPalTqIDWsUrCxBRczUZg0iJjNSrFgRBqpH6/uXjMW1o54T6cOWkPnjj4rHSMUtERERERMa1vbs1wywRIgIQyrJUDK4qPPqoFmhQah8aLTk19WZPK+0Ch82Gf3+zBV6/AJdXYaQujYzeEHcpyAr7vXO+tsckDT8ynYQgW8+iHMw6vK9qm8sm9Mbclbux+WADyuvCBw5SLgugMLCMzsfLtQxopTp9xHKNzKs4JwOl3Qrw6946CAB+3lUTu76sQckMxhgRmXWst5yDFomushjs//c3W0MvGjw3sjMccPu8CfUn0X0467C+yHLa8eXGg6hvDu+L3hIzX286iJs/+l36PVchE721Un7yIvbO0ZS5Gq8sg7aumUJ+DnqURqaUhGquenyhLVCUk4GMYC0bvcesX+eXY0REREREFB8zV+NIVfamHuKNmU9pQCu1QT+UXpO9GLvmqq7u6ZaX6cS5o7sj05G+w3FE90K8dP4o3H/aUDx33ggcOaCDrunVbvzjZYTKp032YXZqaVfccGx/ANFlJZSWLb0mayuGAjRnX+nroiZ6M0EddhteOn8Ubjx2QGB6hf1loVPcHBEDWhnNMtXS3Oi2m31EPwzsFP5YstGrQLbOAbAiheWtGlyhQV3ycemhvaPmB8jPG+VpIwcgE8sKZDrsGNG9ECWd8411qgVSLEeSYOZqqCxDjGVKZQGCmd5JHNBRXoZmV7UrZjt52QyXN1TOJMtplzqm90tQKw9sR0RERETUUjFzNY5kZHslSj1zNSAsc1XDPOXZVAKAzQcbpAxSKw3mFU9o/fUGkGwY3r0wKX2xGnuMoJsS+c291y/gvi82Ycm2yrD3ks2sx/VtNhucDrFecej1RL9E0DJZqE5t+iSjD1oyBtWcNrwr8rOduEWWoWk06PP/7d13nFTV/f/x95StsI22VEGR3lsUMaio/LBgjA0N+rXGEmuMir3xSCxoisTEFv36xRY10dgSY77f2IGAJthRiigdYdll2T5zfn/Mzt3pOzt7p+7r+Xgk7tx67rnn3uF+5tzPCczRmugxJvOabUsLEF/p/FU7b9ogXXnIvmrpRI/+bBOa0kJqJ+dqPBu1Fopd/6m4b584ob8e/9e3qqpv1okT+kVdLjAPrz8lgNPhy7seq0d/LB1N6wIAAACgfUkNrt58881qamrSnXfemczdpEQmPYdYA1rFeNYODIhGHahDwcFY/3Lb9jTqtMc/sJbJpMBypklmQC5Z/GX2Wj20QmYELhvw9+db9+gvH2+1PvfuXhC2fMwdRt9NXPzlfPXTbXr1s21h5YuvKP5rJzBo4++hllsN3fa0ADEH0EtwmzZuKzB3ZGfbWKcOJ8rK7aXT8E9v8Rqd9OgKNXnagmldVXDP1dhpAfY2taixxavSArfcEd6CaC9/emjP4bbpHSpyXOZPHaj5UwfK4zUxz69/3mdb9+i+t9dL8v2I4HA4gn746gh6rgIAAAD2S0pw1ev16te//rX++Mc/6oc//GEydpF0xhjd879r9I8vv/NNyKAHEX/P1ZaIaQHi75Xi9b2THtMPxvUNy0eaLLGCwPFKVw/BeHp/RlwvdN0UtDNn2MAt8Q1o5c8N2Ktbvm6dM0JT9ymPa392H9G9/1yrPa35LHsU53VoXX/IJTAlQiam/rBD9NySmXWgoaVJNOgzpm+JvtqxV5I0ogOv0DsU4Tq0Qej2TDvB7dJCt8oK3apuaNGGqvq28uVaw4xDpEBnrPPzztqdOvz+pfJ4jfqXFeq5s6YqPyRNhLed6zz0x4hU5FB2tRc5by3sx1v26OMteyRJPbv58oEneh37D6srB+0BAAAAu9keXF27dq1uuOEGbdiwQf372ztgTCptqW7Qkys3Wp8r4xzgKBX8wYeYaQECpjnC5krrdu7V+c+sUnVDS4TlfA4cUqEbZw/vbHG7rkwb4ahVaM9Va3qMhQODT90LXDpgSEX8++t4ESOu7y9tY2vuwSsPG6q5Yyo7tC2nIziwbKeYry13cBAwOwTuyxiT8EA2qY7BJBpLvP7IYTrrgEHyeqV+ZYUJbcOOV6ajrdoW3Iu8RGGeS8+fPU0vf7rV6qUodc0ehhFzrsZY3hNwg9pc3aAdexs1oKwoaJm278bI9RkpFUG6hZb06NF99KPJA33zIlVSHDqangIAAABA+2wPri5btkxDhw7V/fffryuuuMK27bo7OVhJR7hcTrU0+x5A8l0OLT55vKYMKm+/l0mK+PNGOpzh9eJ/LnS7ndY8/0OU0+mwpn26tdYKrFYU52lYZXdtq2kM2laey2FLvbtaX9F0tTNglb92Xe7E9+s/R4HHmkzOGPuLNS9aOfPczpjtLN66jCXP3TbKtLv1FVP/NsOOwdF2LE7T2u4cHatbV4Rj78j6Dn9dte7XH6SaPbK3yrt17EcP/35N698ul1PG488tnNh9pu08R1/fH8dw2XRNxSOw3gP3Gek8x+S/f0Rar3Weu3VeIu3Tfz+zyteJa3dwz27tLxTC4fBdC48s+0bN/lfxO1GGaPXuv8G5Y7SBXqUFGtm3JGia09G56z0bWddLwHnoSCzQEeH8+X+MDPxuDORPJeC/N1j3RWcHrxcbhX4XzBldqTEDfLnB/fedSP8OiHfbnTkuO76LAAAAgFxhe3B1/vz5dm9STqdDFRUdf2jujKqdvtdL81xO/b+JA1O67/bku325BYuKC4PqJbAna3l5sSpae+7kF/hOc1FRvrV8cbEvKDVzeG/94cypynM5Va/qoP0UFuTZWu+lpUUx5/sfZktLixPeb1HrceXluVLSZgoKfK+lFxbmh+2vsDDfWiZ0Xn6+75wUFuWprKzYml5R0S2uIH57dRlLWW2z7w+H77pyt+aq7NYt/Bj8D84lJYVqah1QJc/t7FDddu+2J+hzUXH4fmIpKvTXsa8ePa2/IPSo6KaK0o71UCxpzRPrcre1j+9aR2V3JHifKSqKfp79/EGMbt0LU3YvM/ltKRPKy7vJ1XrfKOle0KEy5Ln97SN8PX87Dry3SB1rn926h7SPQnvvO+3pXuBWTUOLnv/PZmtafr474TKU1vt6Voe2J6d1LRXF3HbFruDR451OR6eu92xU4P/OCrhX5OXH/8+VwDr+2ydbdPffVmtrja9ee5RFrv/S1vui0+m7v1llKEptewzkv7f4lZa03T8KW797CgK+e4wx+vmrn+s/3+621tmnZ7HuOnG88lrbnzvPd1yRrudEdLW2CQAAAETSoeDqxo0bdfjhh0edv3TpUvXo0aPThQrl9RrV1NTZvt1oXK623nEOSVVVe1O277i0BpeWf7Vd/YtdKi3M0+K31unRZd9Yi9RU16uwNUdmc5Ovh2pdfZN1LHv3tvZS9XpVW+PL77dnT1ueP0nytnhsOXaXy6nS0iLV1NTL44k+Cpf/dcXq6jpVuaIuFlNdXZMkqbnZnrK3p7HR90Be39AUtr/6hiZrmdB5Ta3npL6+Sbur29p2VdXednuuxlOXsdS2nmePx6uqqr1WWerqwo/BP/BTzZ56NbX4/vZ6TIfq1mprrerrw+sjlobWOm5oaNKuXbVW7+w9NfXK83ji3o4k1df5z0mLqqr26jdvrdP/frnDN9Mkdq031Ec/z37NrYHpvXsbU3Y/qa5vtv7eVbVXTU2+uqqPcJ5jaW5Nw1Bb2xC2ntX+W+8tibTP0PbR1NSS0nvuouPH6LFl32jZ11XWtOZOlMF/H/V6vUHbaG721WPd3vB6DNRQF1wfDqlT13s2am5tq4HXi/8+cOzYSg3pUSyvMaqubwlK3+NXtbtOVW7fffSZ5Ru07jvfNoryXCpzOSLW/56Q+2Lbfadj9ys7NTY0B32uC6iPpqbga0+Stu9p1CPvrg9aZ+WGKs0d1UcTB5ZJCrif1nfsPhDKju8iO5SWFtF7FgAAAGnXoeBqZWWlXnvttajzy8rKOl2gaFpaUvuPd29AXrJU77s97tbg26/fXKe/fLxVz541Ve+s3WnNH9KjSKUFbqvc/mDU21/t1KCyQh04pIda/NFj01a3Hk9w8janzcfu8Xhjb681ptjS0s5y7exD8gVqU3LeWqvM6w3fnz8waUx4+/UHkr0eo5bmtnkej1fG237P1XbrMlaRW8vlba0jf1uPdAz+kny7q17dC9puFx3ZtzckN3Ck/cRT3qYWr6rr2oINHd1O4LY8rcf+3wE/SDgcid1n/Mfn9cZY3zrfiZ+3jvIE7Ke5nfMcj0jrmSjtvyPt0xsamIlwvSTT5AFlKpgxJCi46u1EGdruQcHb8Ma4VwQaUFqg4jyX6lqDseMGlnXqes9G/nbl8bTVlf86G1BaqDOnDZIk/fXzbRHX/8/GapUVuFVWlGd9r507fR/95PDhcja3RKxLb8h90Xjbpqer7ksKgv+J1hTw3egvnyegfHWtA/0VuJ26/eiR+s1b67S5ukFX/OljTRpYpjvmjpbXfyg2fUd2tbYJAAAARNKh4GpeXp6GDh2arLJkFP/DXYakWQ1y6uQBWrJio9Z8t1frd9bpkuc/skbJvvu40Zo5tGdQ78fi1te+l22o0r83VevNSw6y5sU6vEzJMRtq+55GPbx0g06Z1F/Desc/KnhSZc4YKO1yRBnUKdLZ9k+75a+rA9bv4P46tnhU/7Nio174aKv12ZXAgCz+PIWBAzz5ZWZrt097o9Untk3ffzu3yeC10zHOTuguO1OEaAMmxTuQUEVxvl694AB9V9uk0uI8jdinR+a9PZFk/iraXNOg6vpmlRXlWcHpwAG+nFHqeuHrX2pJjyI9d/Y06z43sLxIPbsXqKqqJeI6mXj9Hze2UkV5Tq38drf6lhTogMFtAwlGGoCrpTWQXOB2atawXnpixUZtrm5QdUOL3lyzU2t21MqIAa0AAAAAu/EuVRTGZG607OjRlVpyxmRVFPlyri3fsNuaV1LgDguKnnXAIJ02eYAkqbHF6+u1GmFU7NBHrVQHV6MFJULd+OrnevHjrTp9yYdh86xgT4ofHFu8Xn23tyliWWJJRyvzn1ar87JVZ+HLHjOm0mpndunomRlV2TbAz57GtsCIM4G7V+CxN4b0thrWp3OB+lj3jHSc56DzaUyny5CqW2K89wFb95mCXXo78INd9wK3hvQsVp+SguQWKkP56+ipDzbpxEdX+K7VCPepSOdtQJkvD/PXu+r17rqdqm/tAdxetfvbnb+Zd/6K6bzCPJfmju2r244aqYsO3td6ayVQYClbWi9S/w9P5UXBv5//e1ON6lpTLmTob6cAAABAViK4GkWkXjKZxO106LH5EzVnVJ+g6ZGKO7C8SBfOGBI0LZ7HRneajr29sn2x3TcAkTf9z76WR5d/q6MeWKavd4XnBm6vFgMf4lNR4/7Ac2OLRw+897XWfhe9V9zZB+yjv/9kelC5OlrGzjajY8ZU6q8XHhg2PZFr03/sqzZV66gHllnTXzjve1p84rjECxl/CVKwD/+e2vbV4jVWrzZ772nhP9J0VOi66Qj6hPaA7FQVRVnXSjXTiU13FUeNrtS+PXwD/VU3tKimoTlisDO0LZ9zwCA9e9ZUq45/+sKn+uBb30CN7Z7T1vkZ/Ltqu/wpENwu38FcNnM/nfm9Qdb8X/5zrZa2pr+g5yoAAABgH4KrURgbggbJNqCsSMN6BY/2G295Iz1Ahq6biWkB/vLxFtU3t5/fLV0l/+dX31l/x3pGT0fvPD//aa1t9OgPy77R9lpfj9vSwug9VJ0BbaGjD+Whx5rINdWrW76G9w5u64kECffrWaw8l0NeI+1t7cE1YWCZhvQsjtgrLB6Zeo8ILNeRv1uqVZtrwqbHtZ0Y85IRh0pL0McR82NCogXpCGq1b8a+PfTs2VOV1xok9HhNxBQUoZesw+FQvtupC2YM1j4VoaPYx1fvVs9VW1JeJI+/Hf1p1RZd/8rnvlyxIT1Xh/Qs1iXf31cLjx4Zvn7qigoAAADkvA7lXO2oJUuWJHPzSeUf9CHTH4RDixctaBe4nFHbA2Ss40t5WgArh1zk+XubWvSLN76KuY1UdzoaVRn8KvmQ1t5WmSy0l17/0gKdO32wDhpSEWUNX09pjzfBnnc2NaOSwuDblSuB7Q7pUazXL5yu3fW+gbFcbodGD+6p2pp6O4oYVbp7wzW0pkAoK3RrZGUy8hQnfpJD10zHbzp27jLatrxJyHmb61wOh5pl5DFG/p/Ugn5UCfn+8tftuQcO1qDyIt3w6hfRFg3TlsI0O7qu+oPHNQ0temP1Dp03fR+1tA6m5g65Oc4Z1Ucz9u2hEx9doar6ZuW7HBrRyTQoAAAAANokNbiazbLlQTi0915Hyxv8unfntpVszS0mKBXAwfv1SF9hWv1gXD/N2K+nTnlspfY0tqjAHd4ZvL2H+sBH+VQE80N30a+sUMeN7RtzHWf0eEb7++vY4lGdML6fdtU1y+M1mrFvD7ldiXW8Lyl0W4Fat9upvAS3k4h0/lZzwOBy/fqEcQn30I0UckpGHCotHVdD92lDIUKrxmv1hMywG2sG8//Ad99b6/VNle8HkMBTE3rlBt4/Q++l7WYFiLJApv7AetKEfprQv1RX/+VTba5p1NL1Vepb6svRG2mwv5JCt14+/wBV1zerW4FL3fL55x8AAABgF/513Y7MfKxqE9ZzNc4HwViDGPmlfkCr2EJz7hXnucKXieO47NarW74GlBXqi+21QSWMGXhKY8MKDcjH02YC10lXuojZI/to9sg+7S+YJpnW3y30tOa5nAkHVju6r86sm45glp0Bz6jFT8O9KdtVFOdpb5NH/xeQbiVQaFsJbN6hTb29NCLWgFb+gf46VtSUczgcGt6nu/qWFmpzTaN+/dY6a15oz1W/Arezyw6SBgAAACQTOVejaOu5mtlPwmGBsijLBU73HVqkpKvBH5MViGlPtIfa0OmZ9PDbXkqDaIxJ/SvjYQMIxbFOYFuI1CuqI/tDatgVMIx1/qz0Ip3ZfmiP+U5sqxOFiPXRFtnynZJJ7vnBGM0e0TtoWmD9xQqghvVcbbfrqu8/mfS9Eo/TJg8Ie8W/o/doAAAAAJ1DcDUKb5b0MgrtReiMMyAaz+Ag6QquRhMahIycG48RudsTnkoiuT1Xw9+4zq2zE08Q044gZEeFBdGzpN7TUU47b3VtPSCD70/+Txl2W81oQ3t10wGDg3NBB6UFiPHjYkf/cROaczUd12wiDh3WS4+eNjFoWqIpUwAAAAAkhrQAUfgfsDI9EHTwfj30xuoy7a5v1uCKIo0IGVE9EhP0gn3b8Q2uKNYRw3tr7c696p7v0hEhPYZSJfT1/7bpwbwZ2MUouOzRC5jOVhWeX7L9dfIDcsnmd/DBnRyTmaGzZyHSjxlt98lObDgsLUAntpVwETqWnzMR2TJQUsaJcTJ6dc8P+ty7e9sr7+GDPbazmyy+TYWmAaDnKgAAAJBaBFej8AfuMr2XUb/SQj00b0LC6wc+g7mcDt0xd5QNpUqSkOCEN2Kwx/9XivPFxniYjRVcDAx0p6rEofuJp41fOGOwXv1su9wOh06fNjAp5YK9kjBGU0qkJ7iafG3fKVlyIjJUYP2N6NNdD8+boK17GlVS6A7q5RqeFiDOnKuh07PgdDkdDrmcDnlaG1m0nKsAAAAAkoPgagSrNlXrtS92SMqdB+HAB0tjMvOVx/YefrOh31c2dE5LJC3AsWP66tgxfRPbYQryWWY6W3p4dlKivfDjWcvGjqvpuefa2Hs26nhWVs7VxLfdFbXX0X7iwLKI6w0oKwz6PLC8MOJyodu17uHZcDMPkBcQXC1wkxYAAAAASCWCqxHc/OoX+qaqXpJUFGFE+lyQya+oRita6PRYaQFSHZ+JtLtMKl+g0OBOsotSGPKgn0+vqpSINZJ6JktHMcMDeJ0vRdQB+HLkB7tUCXu9P87qG9qrm/58zjRtr21Uz2752j9k0KfwHfn+Ey0tTaY7YkRv/fWzbXK7nJo1rFe6iwMAAAB0KQRXI7j68P21fGO1mptadOTw9OQdtVu059Fses4Pz7kaIS1AaooSVeD+/eWLNQCUMbKixqk6Fx19XbazxvYr1ZnfG6TN1Q0qK3RrVo5cU9kmGT1CrUuwE9vOhIG3bL0GomwqW1LNZJrwQHf8FTiookiDKori3I+Pv02n+7uko26ZM0K3zBmR7mIAAAAAXRLB1QgOHtpTc6fuo6qqvWpp8aa7OEmRiR1XrYfbKPPDRt/OoGPwx2YCy+R/RTPTBm4ODe4kO9jjcjp0yff3Te5O0ilDg2Vup0NlhW5VN7RICn9NOlOl4wefsGsgCWWw0gJkaoPJEsm6X2X64JUAAAAAMhfB1S4i2nNjpj9QfrqlRktWblSzx8gd8lQd6fXNTMgla4zRx1v26NvdvtQSkXriBfbGSvmAVinuuYo2drxuHi+X06FHTp2oT7bWqMDt0sH79UhsQzHahx1tN3zgrexuj2G5O/2fQxdAXBJNC9Dh/bT+N/S8ZXt7BAAAAJB8BFe7oMwd0Cp82hMrN+l/v/wu4vKxcpqmWmCodMU3u3Xx8x9bU/IyLMdoqnuuIn2G9CzWkJ7FSdt+MnI3p6M9hgXwkrAP0gLYI1nVZ7190PrtmElvRgAAAADIbARXu6hMHtAqsENqsyd6WoZIx5C+Udnbdri9tlGS1L3ApQn9yzR7RJ+oa6XjLIT2pE1lb8pcFuuSyuTLLV6xjqFzPVfT35PazmvAX/7QnvVt9yaut85Idv3lwrUKAAAAILUIrnYRgY+jgQ/92fycn0k9V/2MaXs4H9+/VL8+YWxc60hK2clI1Wu2iCDH6joZl2A6UhQn85po9nj1/vpdamzN351jTSDpUtGrOHA//jadiW93AAAAAMhMBFe7KH9ALxMfHAODv7GCN5kUWw19MI93+XRwO51yOtqC0/nuDBtxK8tk4jVkp3iOr1PtOWRdVxrem7dzj6G5O59ftUW//Odaa35epo1wl+HCezanZj8AAAAAEC+Cq11FwBNp0GuPWdJt8dTJA+R0SB6vUX2zRy99si1jUxu09XiKo27TcAgFbqeunrW/VnyzW/lup+ZPGZD6QnQxmdlS7dOZwFSP4rygz/1KCztbnA4LG+TNxkDbd7VNkqS+JQU6fHhvDSpP/fFls1QNeGb9QBbyvZIlX5EAAAAA0ojgaheVia88Rnpo9j/oDu1ZrOPH95Mk/WP1Dr30ybaMSgtg9VZLYN10nIuTJvbXSRP7p3CPkDLreuuoZF1uw3p3129PHKfNNQ3qUZyv6ftWJGlP0YUH8Ozcuq/mZg3vpSsO3c/ODXdJSUsL0PpfKy1Ahv54BwAAACDzEFztIoJzrmb2g2Ng0SKVMloPo8B10zpojFWG9BUBSAVj0y8DBwxJfUA1UGhqjM68uu+/7uuaPDrt8Q9U09DcmaJ1eanOEZ3BX40AAAAAMhTB1S4qE3uuxhL4QG2Nxp1BD8FW+TpYKCOT0YFuxC90dPigeVl8jrPlHtEZ5UV5+umh++njzXtUmOfUyZ3o1V1RnKeiPKfqm71a891eazo5Pe2RrHq0vleSsnUAAAAAuYzgahcRrbdPJvWu9BdlS02j9utZLHdA77HAB2r/1EhpAdIVNA7uGZzY43kmnQskRzaf40jt2j8tiw/L8qMpA6Upnd9Ot3y3nj97mp78YKOe+mCTNT2bz306heXDTdqAVq2y+IcQAAAAAOnBsMVdUcCzYyb1pvI/NF/1l091/h9XSYr8nNvWwyjzHoLjLVHm1Do6i6AZQvUpKdD39klvqoNc1ZmUDbFY6WbCpnOBAwAAAIiN4GoXlYmdc44eXalu+S5J0urttcEzg9IC+P4b6xhS/jwckKrAyvsax2omKNANZBdDfuHoQnOFpqcUWS8/JJha3PodYbfQzC6Z+B0JAAAAIDORFqCLCH1t3er1mUFP/Jd8f1+dMrG/jnloufXKf6Teqc7WMnsjDmiV/ifi9JcAmSab2wSB08Q4Q4Or1GNCDhhcrnmT+mtHbZP6lBRo2qDy5OyInKsAAAAAEkRwtYvqSO/KVHJavVKDH3EDy5mRA1q1/jewSLFeJ+VV09wTT3vM5rO+t9EjY0xQ223LcZzNR5YcTurEFoV5Ll01a/+k7yfwbC3/ukqbqhvCpgMAAABAJKQF6CIiBUR801Nfllj85fSGvJoZWM5YPVet7SSjcHHqyKBaJnD5TDsZQIC7/neNLv3Tx8ETM+gHjowTdjlzfWeywNvvJX/6WJ9u3SNJcod2QQYAAACAEARXu6hM7XFm9VyVr/dqpNhNpF6i6eaI0uMWuS/TriG7HbxfT7laL8x/b6yOuAy/C4QjLUB2CT09pYVuHT26jw4b1ist5QEAAACQPQiudkGfb61VQ7M33cWIKLD3pjdosCdH2DKR4pimrRtoMooXVdDeWgsRqwjEWboWfy9rZxZG2E6dPEAvnjtNUvgPGpF//oAUfq6z78x3LaE/kuzfq5tuO2qkenbLT1OJAAAAAGQLcq52IU6HL2B5xQufWNMyLdYT2NvLGGNFczqaFiCb5MhhIAZv628Z2RhcDURbRc4KuTSdpAMAAAAAECd6rnYhP5oyUAXu4FMe+jndnCE9VyP1jHPGMaBVyh+LA8rUkfgTsaquweq5mlmXW9wcUUZSj5QTGT5hPVepo4wWenpcnC8AAAAAcaLnahdy+SH76fJD9tOfV23WZ1trVZjn1KmTB6S7WEECAxDt9Uxdv6tOcx5YprvmjtKEAWWSsjNYyavVuSHWWfTPy9YR5K1S03U1bqFnOjvPfNcRGvzO9pW2UD4AACZjSURBVF7mAAAAAFKH4GoXdMKE/jphQrpLEVngA61vUKvwZYb0KFa3fJf2Nnm0c2+Tln5dZQVX0yVwkK223nzRH84jzeJRPvc0e7z6cGO19jZ5JGVv70VrwLaQ6Zk6MF4myNZz3VWFtmEXaQEAAAAAxClLX1JFrgp8nPUEjGgVGKjo2S1fr11woI4ZUykpOOBj/INJJbGMtqInYNaLFUR74L0NuuT5j7Vzb5Mkye3Kzluu9eMBzTVuYT0fibZmNHquAgAAAEgUPVeRUQJ7CwXmLw3tVVSc71L3fFfbgmnW1nPVBJQ5PuStzF3b9jRIkvqWFGjSwDKN6NM9zSVKUEjO1Z17m7RkxUZ9vavONztNxcpkYbHV9BQDCaLjKgAAAIB4EVxFRgl8lf6L7Xus16ljCejg2hbYTPGDsfXadPrjvMhAP5o6UKdlWH7jjgi9nF76ZKue/GCj9bl7IV8loWKlBUHmoecqAAAAgETxRIyMEthb6CfPfRxxul+0EczTrSM9UTOt7EAkgW3ZGKP6Zt+PHuP6lej4cf10wOCKNJUsc4XeswjVZbbQtyMIrgIAAACIF8FVZBSnw6FTJvbXW2t3WtN6dcvX5EHlEZb1/TdSb9FUD7ATvL/EQqYMCpTlIpz2XOnJHNq6/cc1um+JjhvXNx1FynihVzOxuswWen7cLk4YAAAAgPgQXEXGufrw/XX14ft3YI3MjGDFejTnlWFkk8D2GpQLmXYcVb/SQhXnuVTX2st3v57d0lwixOJ2OuRyOqyBFMtIdQEAAAAgTrY/PWzZskWLFi3S8uXL1dTUpPHjx+vaa6/VsGHD7N4Vujh/T8+IvQNTHfNp3d/eJo82VTfEXQhjcqd3I6LL9hBktJ6r2X5cyVRWlKeXz/+etu9pUrcCl/qVFqa7SIghz+XUTbOHa8W3u1XodurULM6RDAAAACC1bA2uNjU16fzzz1d5ebkeeOABFRYWavHixTrzzDP1yiuvqEePHnbuDl2cNYiUpKYWr37+xpf68NvqtJbp7v9dY/3d0U59dAJEpgrNuervu0qbja20ME+lhXnpLgbidMyYSh0zpjLdxQAAAACQZZx2bmzlypX68ssvdc8992jcuHEaNmyYFi1apLq6Ov3f//2fnbsCrF5zxkifbK3Ra59t19Y9jZKkPt3z01IWvyE9imI+pBOTQjYJzAdMb2sAAAAAANrY2nN12LBheuihh1RZ2RZUcjp98duamho7dwUE9Fw1Vp68ypICXXfkME2LMABWKsri97uTx6t394J212vrA4hsZyKcyVw5t0E9VxWQc5WfCQAAAAAAXZytwdXevXvrkEMOCZq2ZMkSNTQ0aMaMGZ3attttayfbmFwuZ9B/0TnJqk+n0xfYcTgc1rZLCtw6ZFgvW/cTj9CBffLczpht1l92p9MhV+uo1A61385pm/ayoz4D22Ho+fM3C6czfF42cXvayu5yOazjcrmCj4v2aS/q0z7Upb2oTwAAAKBNh4KrGzdu1OGHHx51/tKlS4Pyqr7xxhu69957ddZZZ2nEiBEJF9LpdKiiIvUjLZeWFqV8n7nM7vosKvK9+l9QkKfu3X2DxbhczrS0lfw8V9Dn8vJuqiiJ3nO1sDUPY2FhnsrKiiX5gnPxlp22aa/O1Gdxsb8dusPOX36+7xbbrTg/Le3SLnmNLdbf5eXdVFDga79FhXkRj4v2aS/q0z7Upb2oTwAAAKCDwdXKykq99tprUeeXlZVZfz/99NNauHChjjvuOF1zzTWJl1CS12tUU1PXqW10hMvlVGlpkWpq6uXxeFO231yVrPpsbGiWJDU0NGnPngZJksfjVVXVXtv2Ea/mZk/Q55qaOrlbWqIsLTVYZW9WdbWvbRuZdstO27SXHfVZX98kSWpsbAk7f01NvjZQV9+UlnZpl7qmtrZcVbVXDY2+9tvY2Bx0XLRPe1Gf9qEu7ZUp9VlaWkTvWQAAAKRdh4KreXl5Gjp0aLvLLVq0SI888ojOPvtsLViwIOyV6US0tKT+H+8ejzct+81VdtenaR1Vx+M1QQ93mXDOvC0mZjmssnuCl4u37LRNe3WmPr0e37k0Jvyce71ty2Tz+fJ42rLHNrd45W3Ncez1Rj4u2qe9qE/7UJf2oj4BAAAAm3OuSm2B1QULFuicc86xe/OAJZOH0unI7wm5MugRcldgczYyMibSHAAAAAAAuh5bg6vLly/XI488ojPOOENz587Vjh07rHnFxcXq1i17cw4iA7VGMI3JvABlIp21GXk9u5kYjdCGzvsZI/B6y6XjAgAAAAAgEbYGV1955RVJ0pIlS7RkyZKgeZdccokuvfRSO3eHLs4f18mEwGpojMkZZ9Tp719s15aaBvsLBNgotD3701oQWwUAAAAAdHW2BlcXLlyohQsX2rlJICoruBrQZTBdPemK813W3y6nQ25n7IL07l4gSdq6p1FbV++IuSwyW+yc0pkQ+u+8wEN84L2v9eaanWHTAQAAAADoimzPuQqkij+wY6z/S5/zpg9Wz275avYYTRxQqsI8V8zl503qryE9ivTTFz61phGoQqYKbJp//Pdm6+9e3QpSXxgAAAAAADIIwVVkrUzKUTqkR7F+eujQuJfPczl18H49k1giZJbMaasJCYn8u50O3XXcaE0fUpGmAgEAAAAAkBmc6S4AkDB/z9UsfvPaEeVvZJ9vqur1743V6S5GUoS2TZfToZlDeyrPxVcIAAAAAKBr48kYWattQKvsja6SCiD75bl8J3HV5hqd/8dV+raq3pqXvS0zWGg7pdkCAAAAAOBDcBVZyxHQczVbA6wEqbLfkSN6a86oPip0+26nu+qa0lwi+4W2U34UAAAAAADAh+AqspY/52p2hlVbEaXKer27F2jh0SPVp8Q3uJM3QoPM9tPsCDmATMp3DAAAAABAOhFcRdZytOUFaJuWlpIkLtvKi+hyIU1FvLI9WAwAAAAAgF0IriLrmSwOZxGkyh3O1pMZOMBaNg+2FoqmCgAAAABAOHe6CwAkyh/sWfZ1lTbsqo+5bKYKDFiFvnqNLBOQAzgXOR2Sp/XYaKoAAAAAAPgQXEXW6tktX5K0vbZJ22t9gwgRoES6OFubnjdCdDUnWqXDYUWOybkKAAAAAIAPaQGQtY4a1UeLjhstVxbHeQKDwc4sPg7kyABrMQT3sk5bMQAAAAAAyCgEV5G13C6nDh3WS64ciUoWuLkcs5nDSgvQFl7NpUBrYEA1N644AAAAAAA6j2gOsl42pwIILDnB1ezmP5e5FFANlL1XGQAAAAAAyUM0Bzkl2wJAgXHhfBeXYzZztp5Mb4ToahbH/y2BP2Jk8w8aAAAAAADYiWgOsl42h3kCBwai52p2c+R619UA2XzNAQAAAABgJ6I5yHrZ3ImuW4HL+ru0MC+NJUFnOayeq7kZXWVAKwAAAAAAwrnTXQCgsxxZ3I/u9qNG6p11O+V2OnTMmMp0FwedEKnjqsmhQCsBVQAAAAAAwhFcRdYLGsU8ywJAU/cp19R9ytNdDNjA2dr2cimgGijwRwxyrgIAAAAA4ENaAACwhS/gGCm2mguhyKAfMdJXDAAAAAAAMgrBVQCwgb/nqje9xUiabO4hDgAAAABAshBcRdYj0INMYLXDrpAWII3lAAAAAAAgkxBcRdbL5gGtkDv8eUi9uRlb5UcMAAAAAAAiILiKrEfQB5nA3wy9EZOuZn8jDTwCBrQCAAAAAMCH4CqyHmEeZAJnF2qIXehQAQAAAACIieAqcgo96pAukdIC5FL61cBri8sMAAAAAAAfgqvIegRUkQms8ayUQxHVAI4ofwMAAAAA0JURXEXWI9CDTOBsDfJHTLma4rIkg8MR7QMAAAAAAF0XwVVkvcA4DyEfpE1r48ulVADRcJ0BAAAAAOBDcBUAbOAf0MobEF3NpTgrOVcBAAAAAAhHcBVZj5yryASO1v6cuRRQDcRVBgAAAABAOIKryHoEfZAJHFZagPDwai600an7lLf9Pag86nIAAAAAAHQl7nQXAOisoJyruRDFQlbyN71czbl6+1EjdM2s/SVJJYV8dQAAAAAAIBFcBQBbOFsj+96AaZF6sWYrh8NBUBUAAAAAgBCkBUDWo7MqMoEj17uuAgAAAACAMARXkVMItCJd/AOreSPEVklXAQAAAABAbiK4iqznIHKFDGB1XE1rKQAAAAAAQCoRXEXWI7SKTOBsbYiBeVYJtAIAAAAAkNtsD65+8803uuiiizR16lRNnTpVV155pbZt22b3bgALHVeRGXwNkZSrAAAAAAB0HbYGV5uamnTWWWfJ6/Xqqaee0pIlS7R9+3ZdeOGFOTVqNjKLI8YnIFX8PVe9EeY5aJcAAAAAAOQkW4OrW7Zs0bhx43THHXdo+PDhGjVqlM466yx99tlnqqqqsnNXQBu6riIDOCKkBQAAAAAAALnNbefGBg8erN/85jfW582bN+vpp5/WmDFjVFFRYeeuAIvb2RZcdZFFGGniH1itqcWrhmaPJMnjJdAKAAAAAEAuszW4Guicc87Re++9p7KyMj3++OOdHtHd7U5d1MzVGqFzEamzRbLr89zpg/XnVZvldDh0xvcGpbStpBpt01521qerNch//7tf6/53vw6a53Q5crpd+tE+7UV92oe6tBf1CQAAALRxmA68w7px40YdfvjhUecvXbpUPXr0kCR9/vnnampq0v33369Vq1bpxRdfVL9+/RIqpDGm08FZAEim51Z+q+v+/LFaQnqrlhS69fyFB2lE35I0lQwAAAAAACRLh4Krzc3N+uabb6LOHzJkiFwuV9C0uro6HXbYYTrjjDN0ySWXJFRIj8ermpr6hNZNhMvlVGlpkWpq6uXxRBqeBh1BfdqHurSX3fXZ2OKRN2QzbpdDeV2kdxft017Up32oS3tlSn2WlhbRexYAAABp16G0AHl5eRo6dGjU+Vu2bNGqVas0Z84ca1pxcbEGDhyo7du3J15KSS0tqf/Hu8fjTct+cxX1aR/q0l521adLjvC8vyY99690on3ai/q0D3VpL+oTAAAAkGz9uf+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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cidx = \"USD\"\n", "\n", "msp.view_timelines(\n", " dfx,\n", " xcats=[\n", " \"BINVENTORIES_SA_P1M1ML12_3MMAZN\", # representation of the recent stock building\n", " \"IP_SA_P1M1ML12_ZYMA\", # past cyclical state of the industry sector\n", " \"ISMMANU_SA_D3M3ML3ZN\", # direction and magnitude of sentiment changes\n", " ],\n", " xcat_grid=True,\n", " xcat_labels=[\n", " \"Inventory growth score\",\n", " \"Industrial production growth score\",\n", " \"Manufacturing sentiment change score\",\n", " ],\n", " cids=cidx,\n", " ncol=2,\n", " cumsum=False,\n", " start=\"1996-01-01\",\n", " same_y=True,\n", " all_xticks=True,\n", " title=\"U.S. indicators-based z-scores of relevance\",\n", ")" ] }, { "cell_type": "markdown", "id": "c4444f73", "metadata": { "hidden": true }, "source": [ "### Targets" ] }, { "cell_type": "markdown", "id": "96c723af", "metadata": { "hidden": true }, "source": [ "Commodity basket returns are calculated as equally weighted vol target-adjusted positions with help `macrosynergy` [`basket` class](https://academy.macrosynergy.com/academy/Introductions/Introduction%20to%20Macrosynergy%20package/_build/html/Introduction%20to%20Macrosynergy%20package.php#generate-returns-and-carry-of-a-group-of-contracts-with-basket)" ] }, { "cell_type": "code", "execution_count": 15, "id": "237d5f1f", "metadata": { "hidden": true }, "outputs": [], "source": [ "dict_x = dict_co.copy()\n", "dict_x[\"FUX\"] = list(\n", " set(dict_x[\"FUE\"]) - set([\"WTI\", \"BRT\"])\n", ") # precious metals ex gold\n", "dict_x[\"NIN\"] = [\"PRM\", \"CBC\", \"OAS\", \"LIV\", \"FUX\"] # non-industrials\n", "dict_x[\"ALL\"] = cids_co\n", "\n", "for key, values in dict_x.items():\n", " coms = [v + \"_\" for v in values]\n", " bsk = msp.Basket(dfx, contracts=coms, ret=\"COXR_VT10\", blacklist=coblack)\n", " bsk.make_basket(weight_meth=\"equal\", basket_name=key)\n", " dfa = bsk.return_basket()\n", " dfx = msm.update_df(dfx, dfa)" ] }, { "cell_type": "markdown", "id": "5666a881", "metadata": { "hidden": true }, "source": [ "Cross-group specific long-term return performance has diverged substantially overtime. The plot below simply shows vol targeted future returns for chosen commodities groups (Energy, base metals, precious metals, agricultural commodities (2 groups), and livestock) and their equally weighted average." ] }, { "cell_type": "code", "execution_count": 16, "id": "b5cc1ff3", "metadata": { "hidden": true }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cidx = [key for key in dict_co.keys()] + [\"ALL\"]\n", "\n", "filt1 = dfx[\"xcat\"] == \"COXR_VT10\"\n", "filt2 = dfx[\"cid\"].isin(cidx)\n", "filt3 = dfx[\"real_date\"] > \"1995-01-01\"\n", "dfdx = dfx[filt1 & filt2]\n", "dfw = dfdx.pivot(index=[\"real_date\"], columns=\"cid\", values=\"value\").cumsum()\n", "\n", "colors = \"tab10\" # choose color palette\n", "sns.set_theme(style=\"whitegrid\", rc={\"figure.figsize\": (10, 5)}) # choose appearance\n", "ax = sns.lineplot(\n", " data=dfw, estimator=None, palette=colors, linewidth=1\n", ") # simply pass data frame with time scale to method\n", "\n", "plt.axhline(y=0, color=\"black\", linestyle=\"--\", lw=1) # horizontal line at zero\n", "plt.title(\"Cumulative commodity future returns\", fontsize=13) # set title\n", "plt.xlabel(\"\") # set x-axis label\n", "plt.ylabel(\"% based 10% vol-targeted contracts\", fontsize=11) # set y-axis label\n", "\n", "leg = ax.axes.get_legend() # add legend box explicitly for control\n", "leg.set_title(\"Baskets\") # set title of legend box\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "2cfe2fe4", "metadata": {}, "source": [ "The below panel shows cumulative outright and relative base metal future returns. The different metals have their own long-term patterns, but also much communal short-term variation and a common “super-cycle” in the late 1990s and 2000s." ] }, { "cell_type": "code", "execution_count": 17, "id": "59a3909d", "metadata": { "hidden": true }, "outputs": [ { "data": { "image/png": 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H4+rVqxgzZgxWrFhhMKl48OBBbN++Xbyef/LkCe7cuYPp06cjNTUVV65cwd69e+Hl5YWqVasiICAAZ86cwcWLF7F161bUrFlT3FZWVhamTJmCf/75BwDg7e2NmjVrIjw8HIcPH8bhw4cxdOhQsQOAxpMnTzBixAgEBQWJ35UZGRnYunUrTp48CUdHR5PeD1O/lw0p6LU2oK4XrPmxtEKFCqhUqRIiIyNx+vRp8d///vc/k9pO9FIQiF4hYWFhgkKhEBQKhXDu3DmdeUqlUoiNjRWOHj0qdO7cWVAoFMLChQv1trF48WJBoVAIzZs3F65fv64z7/r160Lr1q0FhUIhTJgwQZyekJAg1K1bV1AoFMK+fft01vn333+FevXq6c1LSUkROnXqJCgUCuHDDz8Unj17Js6LjIwURo8eLSgUCqFz585CWlqaSa9/+/bt4utv3bq1Tvu3bdsmzqtZs6bw8ccfC0lJSYIgCEJWVpbw2WefCQqFQqhXr57O/u7evSv4+/sLfn5+wqJFi3Tm3b59W4zltGnTdNqi/V6EhIRYHGNBEISBAwfqvW8bNmwQ4/T48WNxenp6ujB79mxBoVAIjRs3FtLT002KoXa7w8LCdOZNnz5dUCgUwtSpUw2uq4l/hw4ddKafO3dO3GZWVla+r0mbJlYDBw7Umd6hQwdxm/v37xenx8TECIJg3vumUqnE2K9cuVJQKpXivFu3bgktWrQQFAqFsHz5coNtzU07ls2aNRMCAgIEQRCEjIwM8djbuHGjoFAohCZNmgi7d+8W183Ozhb2798vNGjQQFAoFMKWLVt0tq2Jddu2bfX2q4lN7nU0NO/j9OnTdaZr2urv7y9cuHBBjElcXJzOegqFQujfv78QFBQkrnvlyhWhYcOGgkKhEL755huT4pOfffv2CQqFQqhVq5awZs0a8f1QKpXCsmXLxHkPHz4UBCHv4yz3a9T+fCyMzw3NcTtgwACD7dBuqzZD55hSqRTeeOMNQaFQCOPGjRPi4+PFeZmZmcLy5cvFbR0/fjzf7QmC4c+n7OxscT8bNmzQa3NkZKRQq1Ytwc/PTwgNDRWnT5kyRVAoFMKbb76pE7v09HRh4cKFgkKhEOrWrSvcv3/fYCwKQqlUCr169RIUCoXQpUsX4e7du+K8pKQk4fPPPxcUCoVQp04d4dq1a+I8c48NQTB+PmkfN/379xcSExMFQRCE2NhYITs7W2ebZ86cEdcLCAgQateuLSgUCmHBggVCRkaGIAjq4+nXX38V/Pz8DH4Ga59/vXv3FgIDA8V5d+/eFZo3by4oFAph0qRJOu3M67soL5Z+TykUCmH06NFCRESEOO/IkSNCrVq1BIVCIfzxxx8662neu3bt2gm3b98WpwcFBQlvvvmmuE1j3z+GFMb3hCDwPM2v3eaep3nRPocbNGgg7NmzR5yXmJgoDBkyRPyu1T7Hw8PDxe/RsWPHClFRUeK8R48eCe+++66gUCiE1157TTyHBSHn+Ne8hhs3bojzAgMDhXbt2onXrwVh7Lv7RZ835lwnnDx5UlAoFEKLFi2Ee/fuidOVSqXw22+/id/JT58+1dmWoc9BQdCN8fjx48XPQs35aeyzSxPDevXqCSdOnNDZ5sOHD8XX3bdvX4OvqSCfIV988YX4Oajd/sTERGHcuHGCQqEQ2rdvL16fXLt2Tfx8nzVrlni9IAiCcOfOHfEzpU+fPjrHqfbn+3vvvSdERkYKgqC+BpsxY4Z4DeLn5yesWrVKUKlUgiCov2969+5t8DpZ+5iaMGGCeHynp6cLw4cPF7dZt25dYdeuXeJ64eHhQvv27QWFQiHMmDFDZ5tz5swRz8G///5bnK5UKoV169aJrz33cTps2DBBoVAIPXr0EB49eiROv379utC2bVuxnbn/FjB27OT3vZz7/DLnWvvhw4fi52Lu64KdO3cKNWvWFBQKhXD16lWB6FXBsgD0yho8eLB4O4Wfnx9q166NFi1a4MMPP0RISAhGjRqFyZMn66139uxZSKVSfPTRR6hXr57OvHr16ok9AjQ9EQH17S8ZGRlwc3PT64XQpk0bjB49Gl26dNEZvXHr1q0IDQ1FnTp18Msvv+iMeu7t7Y2ff/4ZFSpUQEhIiHgLUUHMnDlTp/19+/ZF6dKlAah/ffzf//4n/vovl8sxfvx4AOreOpqeFoD6FpTMzEwMHDgQkydPhr29vTivdu3aWLx4MWQyGfbu3YuHDx+a1DZzYmzMvXv3AADt2rXTGU3Tzs4OM2bMQJs2bdCpUyedWyBfJk2aNNE55jw9PQGY977FxsaKtyf1799fp5d1nTp1MGXKFLzxxhsGewrl5/333xd7k9na2sLZ2RmZmZnirUzffvstevbsKS4vkUjQvXt3fPLJJ+LrMXY7s7V169YNTZs2BQBIpVK912tjY4MlS5agatWq4jTNrbYAxF4qllqyZAkA9a2EQ4YMEd8PmUyGDz/8EK1bt4ZKpRJvbbMGa31uWNO9e/cQHx8PW1tbfPPNN3BzcxPn2djYYPTo0ahUqRIA0z4zjJFIJOjTpw8Adc+b3Pbt2weVSoUmTZrAx8dHbNv+/fvh4OCAVatW6cTOzs4OU6ZMQbdu3ZCRkWGVEesPHjyIu3fvws7ODitXrtTpUePs7IxvvvkGbdu2RVZWltFSI4Vh8uTJYm9QDw8PSCQSo8suWbIESqUSXbp0wccffyzWtpbL5Rg7diwGDBiQ577kcjmWLl2KatWqidNq1qyJoUOHAlCX0bAGS7+nvLy8sHjxYvH8AdSlZjQ9q7Q/J6KiorB9+3YAwA8//KDTE7Zq1apYtmyZRaM/W/N7whiepzkK+zydOHEievToIT53cXERvyvj4+N1ylUsX74cqampUCgU+Pnnn1GqVClxXqVKlbB8+XJ4e3vjyZMn+Ouvvwzub8GCBTp3iFSrVk0836z1fadRnM6b3DTXmw0bNtTp5SuTyTBmzBh07doVb731FhISEgq87enTp4ufhZrz05gzZ85ALpfj/fff1+uZWr16dYwcORKAZecZoC7xsWXLFgDA999/j1atWonzXFxc8MMPP8DV1RVPnz4Ve4QvXrwYSqUSbdq0wdy5c3V6GdeqVQu///477O3tcfv2bezfv19vn3K5HAsXLoS3tzcA9TXY6NGjAQDZ2dno1asXhg8fLvZI9/DwEEtv3blzx+DrcHd3x3fffSd+R9nZ2WHYsGHiNkeOHIlevXqJy1eoUAFvv/02AOD27dvi9GfPnmHTpk0AgLlz56Jr167iPJlMhg8++EDstbxkyRKkpKQAAG7cuIEzZ85AJpNhyZIl4ucgoP4uWbBggcF2W4u519qash9Vq1ZF8+bNdbbZu3dvvPfee3jrrbeMlr0jehkxuUqvLIVCgUaNGon/GjRogBo1aogXL2vWrME333yjV09s48aNuHHjhtE/8BwcHABAp2ZQxYoVIZfLkZCQgBkzZogXYBrjx4/H4sWLdW4309TG6t69u04SS8Pe3h5dunQBAL06TvmRSCR6t8ZIJBLxVuzWrVvr7VP7QlZTXzEzMxOnTp0CAJ0vY21+fn6oWbMmBEEwuZ3mxNgYzS1f27Ztw4YNG3Rqctna2mLVqlWYP3++TvL6ZdK4cWO9aea+bx4eHuIfxNOmTcPVq1d16in1798fS5cuRf/+/a3SzqtXryI6OhpOTk46dRG19ezZE1KpFBEREUYvnK3NUFu1+fv7ixf+2jTJnqSkJIvbEBoaKiYrjZ0n8+bNw5EjRzBlyhSL9wdY73PD2urUqYOLFy/i4sWL8PDw0JufmZkpHrdpaWkW7atPnz6QSqW4evWqXr1PTRJbk0QHIN4a2KxZM6OfMZo/2k6dOlXg+pW5HTt2DIC6XqD2H2jaNH80XrhwwSrHYn6kUikaNmxo0rKZmZlibTxj9XiHDBmS5zb8/f11fkjT0CQ7rPVDmqXfUy1btjRY/kVT5kf7vTl58iSys7NRoUIFNGvWTG8dHx8fncRGQVnze8IYnqc5Cvs87dChg9407fJR2jVUT5w4AUB9vhkapNPNzQ39+vUDAIM1W0uXLm3wtn9rft9pK07nTW6a682TJ09i+fLlePr0qc78n3/+Gf/73/8KVEscUHeoMHacGLJgwQLcuHHD6He/5rMpMzPTopqYJ0+ehCAIKF++vMHyAo6Ojti0aRNOnz6Ntm3bIjU1VSyjoj3WgLZKlSrhjTfeAAAcPXpUb76fn59euQDtMlKG2qG5DjF2DdK8eXO92+7N2eapU6egVCrh7e1ttJzHwIEDYWNjg6SkJFy4cAFAzt9wjRs3Fn/w0da0adN8S+lYwtxr7cqVKwNQ/6jw/fff69XX/fLLL7FgwQKD5x7Ry4o1V+mVNWvWLL1f2gD1xcbOnTsxd+5crFu3DiqVCl9//bXOMjY2NkhISMC1a9cQEhKCsLAwhISE4O7du4iOjgYAnQsWLy8vjBw5Er/99ht27dqFXbt2wdvbGy1atECbNm3Qrl07vV+iNb8ob9261eAFBgBxXwXtEebi4mKwJqbmF3xDv4pr/7ovPC8aHxISIv4iOXv2bIMX5oC6llBB21nQGBvzzjvvYNu2bXj48CFmz56NOXPmoFatWmjZsiXatm2Lpk2b6tTLfNkYSvKZ+77JZDJMmzYNX3zxBU6ePImTJ0/Czc0NzZs3R+vWrfHaa68ZrJFlbjsDAgIAqGtYffDBB0bXlclkyM7ORlBQkF4PssJgqK3ajP1xrun1ZY0etprBKxwdHY3+0WWtuq4a1vrcKCz29vYICgrCnTt38OjRI4SFheHhw4e4f/++WKPT0sEVypUrh1atWuH06dPYu3evOGjO/fv3ce/ePTg6Ooo/egE5x/CtW7eMJgs1bUtJSUFERITBxKCpND3S8qpxqJmnUqkQGhoKf39/s/dnCldXV50ej3l5/PgxUlNTAUCnN5+2qlWrwsnJSez1k5ux80/zx3NWVhaUSqVVPvct+Z4qyOeE5n1V5FFrtFatWgYHbTGFNb8n8sPztPDPU0PHlvY5qEkOJycnIyIiAgDy3L6mLYYGaHsR33fm7q+wz5vcOnbsiGbNmuHChQtYuHAhFi5ciGrVqqFVq1Zo27at0cRwfrR/pDSVTCZDRkYGLl++jKCgIPGz6d69ezpJ3+zsbLGXZ0FprkPyShZrJ/XDwsKQlZUFIO/jzd/fH/v27TN4vBm6rtH+bDL0w01+n/WGrlu1r10MXdsY2qbmM7BWrVpGY+ro6IiqVaviwYMHCA4ORocOHUw6TmvWrGny3X8FZe61dp06ddCjRw/s3bsXq1evxurVq1GhQgW0bNkSbdq0Qdu2bQs0/gLRy+DlzSgQmcnW1hbvvvsuoqKi8Msvv2DLli0YM2aM+IWenJyMefPmYe/eveJFAqD+Iq5Tpw5q1aqFf//9V2+7U6ZMgb+/P9atW4dLly4hKioKe/fuxd69eyGXy9G9e3d8+eWX4m0pml9DNQNj5KWgPQM0v1obY+qFlvZ+NQOCmLp8XsyNsSHOzs7YvHkzVq9ejX379iE0NBR37tzBnTt3sGrVKnh5eWHy5Mlm9bYsCQwlNSx53/r374/KlSvjjz/+wNmzZ5GQkCAW6ZdIJGjfvj1mz55d4CRrXu3MzMw06dZCQyMaF4b8EkXWvM3QGE3vO1MGkbEWa31uFIbr16/j66+/1uu97OHhgfbt2+POnTtGR5YvqL59++olbTQD5HTt2lXnPdEcwzExMYiJicl324mJiRYlbTTfG3kNyKT9x46xBKU1FSSZEBcXJz7O69h2dnY22nZjSUBrs/R7qiCfE5rPtrwGNXF1dTV5e7lZ+3vCGJ6naoV9nuZ3bGl+6NLebl5JEM281NRUCIKgU9ajIMfxtm3bxNv0c/viiy/yHaC0oPsr7PMmN7lcjlWrVmH9+vXYsWMHHjx4gKCgIAQFBWHdunVwdnbGyJEjMXbs2DxLo+RW0ISsppzE+vXrdXrOy2QyKBQK1KtXTxx0yxKa6xBTB1vS7uVpyrFv6LgvjOuQ/LZp6ntlynkN6L8+U45T7TIq1mbJtfYPP/yAFi1aYOvWrbh+/ToeP36Mbdu2Ydu2bbCzs0P//v3x6aefvrDvZaKixuQqkRGvv/46fvnlF6hUKty5c0dMro4bNw7nz5+Hvb09Bg4ciPr166NGjRqoXLkybGxssGXLFqN/UHXq1AmdOnVCcnIyLly4gAsXLuDkyZMICgrCnj17kJSUhN9++w2A+ste89zQLV7FgfaFwJUrV6yW6LEkxoY4Oztj4sSJmDhxIkJDQ8VRc0+dOoWYmBh88cUXcHd3t9po3cZ66Fl6q6Mhml5eBWHp+9a8eXM0b94c6enpuHTpEi5evIh///0Xt2/fxokTJzBmzBjs2rWrQH88GKK54K1Tp45ZdYXzY+x9MiemL5rmPTQ3OWbotRfF67bGuRIYGIjBgwcjPT0dvr6+6NevH2rWrInq1auLvZwGDBhgtaTNG2+8AVdXVwQGBuLOnTuoWbOmOCqzptajhuYYHj58OKZPn26V/edFcy7nlejS/sPI0LlflMeG9mdTcnKy0dqCLyIpnB9rf0/lRVPXOa/SGqaUySkIa3+/8zzNYY3z1JrtAPI+tjQ1Qh0dHS36Xn/69KnR5E1hlCixxnlT0OsEW1tbDBs2DMOGDcOzZ89w7tw58XozOjoaP/30E+zt7cWyD4Xhyy+/xI4dOyCTyfDuu++iadOmqFGjBqpUqQJ7e3ucOXPGKslVzXlj6udx7h80vLy8DC6nOd5e5I/H1mDKeQ3knNua5Yvi812bJdfaEokEb7/9Nt5++23Exsbi/Pnz4t+2jx8/Fus0z5o1y+rtJiqOWHOVyAjtC0jNxdW1a9fEekHLly/HjBkz0K1bN/j6+oq/pj979kxvW+np6bh3755Ya9XZ2RkdO3bEjBkz8Pfff2Pq1KkA1HV3NF/KmsFwNLdrGBISEoKbN2/q1BF9kSpVqiTWWMzrdpUbN27g/v37Jl2AmRtjY2JiYnDp0iUxRpUrV0b//v2xYMECnDhxQrw1SdOjxRKaWGj3YtIWGRlp9jaNFYQ3Z5vmvm+ZmZkIDAzE9evXAah7O7Vp0wZTpkzBjh07sHDhQgDq+kuaQveW0JwDISEhRm8tFAQB586d07mFNT+FEdMXTVPbLTU11Wgy4ujRoxg0aBD+97//AYBOPVRDr/1Fvm5rvgd//vkn0tPTUa1aNWzbtg3Dhw9Hq1atdG4f1dz6ag12dnZ48803AQCHDh3C+fPnERERgUqVKokDnWmY8jkeFxeHy5cv48mTJxaXTtDUOdQeZCO3mzdvAlB/x2nquxWXY6Nq1ari57yxz5Dw8PBCq99rKmt/T+VHcxzdu3fP6DFi7VtGrf39zvM0h7nnqbU5OzuLJSHy6p2smaf53jHXhAkTcP/+fYP/DJXpspQl540531GaEiGa2+7Lli2L3r17Y/78+Thx4oTYUcIa15vGREREYOfOnQDUgyrNmTMHPXr0QM2aNcUe6tb6bNIcD3mdN4sXL8aIESOwc+dO+Pj4iLfTm3K8aWp6lhSa8/ru3btGS5skJyeLdyNqXp/mOL17967RbRdWSQDt/Rf0Wjs5ORm3bt0SyyF4enqiW7du+Oqrr3D06FGxxEphHu9ExQ2Tq0RGaGowSSQSMQGnncQwVC8oLS1NHN1Se8CDzZs3o1evXvjkk08MXuBpF9TXrKe5CNu2bZvBXyyVSiXGjRuHt99+G99//32BX581ODs7i4XK165da3CZsLAwvP/+++jZsycOHjwoTte+dUc7JubG2JgRI0bggw8+EC82tTk5OaFBgwYmbys/mlpPhmrPqVQqcRCL3IzFIr9tpqSk4L///itwO819306dOoXu3btj9OjRBv/gMHQcW6Jp06ZwcXFBSkqK0V/T9+7diyFDhqBbt246fzBoYmrofMsrps+ePTPpFtiiVr16dXHABWO3We7cuRMXLlwQf1jQrkVm6LVrBnV5ETRtCQ8PN3gsFaQtjx8/BqCOiaHb+86cOSPWhcx9XGp+RCtoskQzwMs///wjnh99+vTR69Wl+Rz/77//EBgYaHBbCxYswPvvv49BgwZZnLTR7O/YsWMICwszuIzmnG/QoIF4S6wlx4a5MTTEzs5OHDRt27ZtBpfZvHmzxfvRltfnrzHW/p7KT8eOHWFjY4OIiAiDNdijoqLEgYmsxZLvd0NexfPUWLvNPU8LQ8eOHQGoB2gz9FmckJAgDgKWe0DD4s6S88ac64SZM2fi3XffxcqVK/Xm2djYiOeTtY5vQ7ST/4Zq+mZnZ+tcT1ny+dSuXTtIpVI8fvzY4LVoeno6tm3bhtOnT0MQBDg6OqJFixYA8v5M0Vwrl7TjrV27dpDL5YiKisKBAwcMLrNu3ToolUo4ODiIx4Pmrrlr164ZHJj13r17uHHjRoHaUpBjytxr7cWLF6Nfv34G/waVSCRo2bIlAOt8BxKVFEyuEuUiCAIOHz4s3p7fpUsXsX6k5ldJAFi6dKlOD8WHDx9i1KhR4i+S2re1duvWDTY2Nnjw4AG+/fZbnduJYmNjsWjRIgBA/fr1xdtDPvjgA3h7eyM0NBQffvih+EeHZp3JkycjMDAQNjY2GD58uHWDUAATJkyATCbDvn37MH/+fJ3eKw8ePMDo0aORlZWFChUqoEePHuI87VsOtV+buTE2RjPC75IlS8SRjzUuXbok/qJqaDTQgtKMuBwQEIC1a9eKFzUJCQmYOXOmOEhZbsZiob3Nf//9F4cPHxanR0ZGYuLEiSbVhzPEnPetXbt28PDwQHx8PKZPn64z6nZycrJ4gVWuXDnUqFHDrHZpc3R0xOjRowGoR77fvn27Tm+AI0eO4KuvvgKgPse0e/doYpqQkKDXy00T0507d+Ly5cvi9JCQEIwbN85oz+PCkpWVhcDAQAQGBpp8a6REIsG4ceMAACtXrsTWrVvF402lUmHFihX4559/IJfLMXToUADq3gma2/D+97//ibemCYKAvXv3YunSpVZ+ZcZp3oOEhAQsWrRI7C2RlpaGBQsW6J2redH0ujhz5gwuXbokTlcqldi3b5/OiMm5f6jS3JaX+7zLT926daFQKBAYGIi9e/dCIpHo3WoMAE2aNEGbNm2gVCoxatQonVtiMzMzsWzZMmzduhUAMGrUKJ1EX2xsrHhcmKpr167w8/NDRkYGRo0aJd4tAajP0S+++AKnT5+GXC7HtGnTxHmWHBuac02TPLPUuHHjxM8m7e8AQRCwceNGrF692ir70cjr89cYa39P5cfd3V38nv/88891EhlPnjzBuHHjCqV0g7nf74a8rOdpXoy129zztDCMGjUKTk5OePDgASZNmqRzTREWFoYxY8YgOjoaZcqUwZAhQwq1LdZmyXljznWC5npz8+bN2LVrl05iKyAgQLxFOvf1puYzqKDHtyGVK1cWe92uXLlS5/PnyZMnmDRpks75Z8nnU6VKlcTz/tNPP8XVq1fFeQkJCfj0008RERGBChUqoHv37gCAjz76CHK5HKdPn8YXX3yhc3127949jBo1ChkZGahZsyZ69+5tdtuKQrly5cTxG7744gudH5yys7OxYcMG/PLLLwDU33Oa2qx+fn546623IAgCPvroI50erAEBAZg4cWKBE+8F+V4291q7Z8+ekEgkOHHiBH7//Xedc+LJkyfi39HW+PuKqKRgzVV6ZX3zzTd6BfyVSiUeP34sXlzWqVMHX3/9tTi/du3a6NatG/7++2+sXr0aO3bsQMWKFREfHy/2ZGndujXOnDmDlJQUJCcnw9nZGaVLl8a3336LTz75BGvXrsW2bdvg4+MDlUqFR48eISMjAx4eHpg3b564Lzc3N/z666/48MMPcfbsWbz++uvw9fWFRCJBcHAwMjMzIZfLsXDhwjxH6ixsjRs3xty5c/HVV19hzZo12LRpE6pXr46UlBSEhoZCEASUKlUKq1at0ilo7u7ujgoVKuDx48cYP348qlWrhkmTJqFdu3ZmxdiYwYMH4+zZszh16hRGjRqF0qVLo3Tp0oiLixMvOjp27Ih33nnH4li0b98eTZo0waVLlzBv3jysXr0aHh4eCAoKQlZWFiZMmCBeWGmrUqUKHB0dkZqaiv79+6NixYqYN28eatasiT59+mDdunUIDg7GhAkT4OPjA0dHRwQGBkImk2Hs2LHiBUxBmPO+2dra4ueff8aIESNw4MABHD16FD4+PpBKpQgLC0NqaiocHBzw3XffWa14/ahRoxAWFoYtW7Zg5syZ+OGHH1CxYkVERESIt+U1btxY59wB1BerUqkUGRkZ6Nq1K0qXLo1Vq1bBw8MDQ4YMwZ49exAdHY33338fvr6+ANQ9VFxdXTF06FCsWbPGKu03RUREhPiHx/z589G3b1+T1nv77bfx8OFD/PHHH5g1axZ++uknlC1bFuHh4YiPj4dMJsPXX38tjroulUoxefJkfPHFF7hw4QLat2+PqlWrIjIyElFRUejQoQNiY2PFsg+FSaFQ6Iwyu3v3bpQtWxahoaFITk7G5MmT8dNPP5m0reHDh2Pfvn2Ii4vDBx98gCpVqsDJyQnh4eFISEiAo6MjGjZsiKtXr+rdDlmrVi0A6pqSXbt2ha+vL5YsWWLSfvv27YvvvvsOKSkpaNmypdEBbn788UeMGTMG169fx3vvvYeKFSvCzc0NYWFhYhJz6NChGDBggM5669evF9tiapkNuVyOZcuWYdSoUQgKCkKvXr3EeAQGBiI9PR329vaYPXs2mjRpIq5nybFRu3ZtPHjwAL///jtOnjyJzp07i4l/c/j7++Pzzz/H3LlzsXjxYqxduxY+Pj548uQJoqOjUb9+fbEd+Y0CbYq8vouMMfdawBIfffQRgoODcfjwYQwdOlT83njw4AGkUinat29vtVHPNcz9fjfkZT1P82Ks3eaep4WhUqVKWLx4MSZNmoRjx46hffv28PX1hUqlwsOHD5GdnY3y5ctjyZIlRmsgF2fmnjfmXCd07twZ/fv3x5YtWzB9+nR8//33KFeuHJKTk/Ho0SMIgoB69eph7NixOuvVrl0bFy9exJw5c7Bx40a8//77ePvtt816vZ6enhg2bBh+//137Nu3DydOnEDlypV1ztnmzZvj8uXLUCqVePbsmdipwxxffvklnj59igsXLmDAgAGoXLkyHB0dERwcjPT0dLi7u2Px4sViSYKGDRti3rx5mDVrFrZs2YI9e/agevXqSE1NRXBwMAD19cGSJUtK5CBIn332mdhTetKkSShdujTKli2LsLAwccDGgQMHYtSoUTrrffXVV3jy5AmuXLmC3r17o0aNGpBIJAgICICrqyuaNWuGCxcumNyOgn4vm3Ot7e/vj8mTJ2PRokX44YcfsHz5clSsWBFpaWkICwuDUqmEj48PZsyYUZAQEpVo7LlKr6wHDx7gypUrOv/u378PW1tbdOjQAfPnz8eWLVt0bpcE1LeGzZ07F3Xr1oUgCLh//z4yMzPRoUMHLF++HKtXrxYv3rVvA+/Zsyf++usvdOnSRRxk4fHjx6hcuTLGjBmDAwcO6PX2q1u3Lvbu3Yvx48fDz88P4eHhCAoKQqlSpdC7d29s377daoMwWaJfv37YvXs33n33XXh7eyMgIABPnz5F9erVMXLkSOzZs0fstaLt559/RsOGDZGdnY2QkBA8evQIgPkxNkQmk2Hp0qWYOXMmGjZsKNa/TUtLQ5s2bfDDDz9g2bJlVvkjXSqVYtWqVZg8eTJq1KiBmJgYPHnyBC1btsTGjRuN9uxxcnLCzz//jJo1a4o1NDV/oDs5OWHz5s0YOXIkKleujKdPnyI6OhpdunTBzp07LapTZs771rx5c2zduhW9evWCt7e3+L6VKVMGgwYNwoEDB8TbvqxBIpFg7ty5WLVqFTp16gS5XI67d+8iJSUFDRo0wKxZs7BmzRq920wrV66M+fPno0qVKoiPj8fTp0/FZHrZsmWxfft2DBgwAOXKlUNoaCiSkpLw9ttvY8+ePeIfUSXBjBkz8Mcff+D111+HIAi4d+8eZDIZunbtis2bN+v9aNC/f3+sXLkSrVu3hkwmQ2BgIEqVKoVZs2Zh2bJlOrU3C9v333+PL7/8EnXq1EFqaioePXqEunXrYuXKlXp/eOSlfPny2LNnD9577z1UqVIFT58+RXBwMEqVKoVBgwZhz549mDx5MgDg/PnzOj2VevfujZEjR8Lb2xvh4eF51krLrWfPnmJ9TUO94TQ8PDywfv16zJkzB82aNUNSUhLu378PuVyO9u3bY9myZfjss89Mfr35qVixIrZv345PP/0U9erVQ1RUFAIDA1GuXDkMHjwYu3fvNtgjyNxjY/r06ejSpQscHBwQHBxcoJ62xnzwwQdYt24dOnToAIlEgrt378LV1RXTpk0T7/QADI9ybw5j30V5seb3lCk0P27Nnz8fDRs2RHR0NMLCwsTvF02JG2sz9/s9t1fxPM2r3eaep4WhTZs22L9/P4YOHYqKFSsiODgYT58+Ra1atTB16lTs3r3b4C3mJYG554251wmzZ8/G/Pnz0bx5c2RnZ+P+/fuIj49H48aN8eWXX2LDhg16P7R8++23aN26NeRyOYKDg8Ve7+b65JNP8PPPP6Nx48awtbXF/fv3kZSUhJYtW+KHH37An3/+iYYNGwJQj/VgCWdnZ/zxxx+YO3cuGjdujNjYWDx8+FDnvM5dOqV3797YvXs3+vfvj1KlSiEgIABxcXFo1KgRvvzyS2zbtg2VKlWyqF1FxdbWFkuXLsWiRYvQpk0bZGZm4u7du3BwcMCbb76JtWvX4osvvtArTeLq6oo///wTM2fORK1atfD48WNERkaiS5cu2Lp1a4HrLhf0e9nca+2xY8di6dKlaN++PWxtbfHgwQNERUWhVq1a+Pjjj7F7926dutpELzuJYI0CL0RERGSRRo0a4ZtvvhF7sRIdPnwYn3zyyQvpTVxSBAQE4K233oKtrS1u3Lhh0ejlRERERETWwJ6rRERERezWrVtISUkpUb1mqfCdP38e1atXL+pmvFAjRoxA3759jdbd1dzCW6tWLSZWiYiIiKhYYHKViIioCMXFxWH8+PF46623oFAoiro5VEzs378fmzdvxqRJk4q6KS+Ur68vbt++je+//17n9nxBEHDkyBFxcK3333+/qJpIRERERKSDZQGIiIiK2H///YcWLVqwJx6JYmJiEB0dXaQDFhaF2NhYDBgwAKGhoZBKpfDx8YGzszOePn0qDjY5aNAgzJo1q4hbSkRERESkxuQqERERERUbKSkp2L59O/bv34/w8HAkJibCy8sL9erVQ//+/dGmTZuibiIRERERkYjJVSIiIiIiIiIiIiIzsOYqERERERERERERkRmYXCUiIiIiIiIiIiIyA5OrRERERERERERERGZgcpWIiIiIiIiIiIjIDEyuEhEREREREREREZmByVUiIiIiIiIiIiIiMzC5SkRERERERERERGQGJleJiIiIiIiIiIiIzMDkKhEREREREREREZEZmFwlIiIiIiIiIiIiMgOTq0RERERERERERERmYHKViIiIiIiIiIiIyAxMrhIRERERERERERGZgclVIiIiIiIiIiIiIjMwuUpERERERERERERkBiZXiYiIiIiIiIiIiMzA5CoRERERERERERGRGZhcJSIiIiIiIiIiIjIDk6tEREREREREREREZmBylYiIiIiIiIiIiMgMTK4SERERERERERERmYHJVSIiIiIiIiIiIiIzMLlKREREREREREREZAYmV4mIiIiIiIiIiIjMwOQqERERERERERERkRmYXCUiKmY6d+4MPz8//Pjjjwbnz5gxA35+fjh//ny+29Is6+fnh6NHjxpdLjU1FQ0aNICfnx+mTZtmdtuJiIiIqOgdP34cEydORMeOHeHv74/mzZtjxIgROHLkiN6yO3bsEK8Xtf/VqVMHLVu2xIgRI3DixAmT1vHz80PDhg3RqVMnfPnll4iKinpBr5iIqOjIi7oBRESU48KFCwgNDYWjoyN27NiBiRMnwtbW1irbPnjwIF5//XWD844fP460tDSr7IeIiIiIikZycjJmzpyJQ4cOoVatWujbty/KlCmDZ8+eYdeuXRg/fjyGDBmCmTNn6q3bqVMndOrUSXyenZ2NqKgobNq0CWPGjME333yDd955J891ACAmJganTp3C5s2bcf78eezYsQNOTk6F84KJiIoBJleJiIqR7du3QyaTYcSIEfjll1/wzz//4M0337R4u5UrV8axY8eQmZlpMFl74MABeHl5ISYmxuJ9EREREVHR+Pzzz3Ho0CFMnToVo0eP1pk3ZswYjB49Gn/++ScqV66MDz74QGe+n58fevXqpbfNXr16oUuXLvjxxx/Rq1cvnWtJY+sMHz4c06dPx65du7Bt2zYMGTLESq+QiKj4YVkAIqJiIjk5GYcOHULdunXFi9RNmzZZZdvdunVDcnIyTp8+bXC/p06dQteuXa2yLyIiIiJ68U6fPo2DBw+ic+fOeolVALC1tcW3334LuVyOv/76C4IgmLTdMmXKoEWLFoiPj8fDhw9Nbs+AAQMAAJcuXTJ5HSKikojJVSKiYuLAgQNIS0tD69atUalSJdSrVw8XLlxAYGCgxdt+4403YGNjg4MHD+rNO3LkCLKystC9e3eL90NERERERWPXrl0AgEGDBhldpnz58tizZw/27t0LiURi8ralUnXqQKlUmryOo6OjycsSEZVkTK4SERUT27dvBwAxyakpB7Bx40aLt+3q6orWrVuLpQG07d+/H40aNULZsmUt3g8RERERFY0bN25ALpejQYMGeS5XvXp12NjYmLzd5ORkXL16FQ4ODqhRo4bJ62kGU/X39zd5HSKikojJVSKiYiAwMBDXrl2DQqGAr68vAPWt/FKpFLt377bKYFPdunVDUlKSTmmA+Ph4/Pfff1ap60pERERERScyMhLu7u5mD4aalpaG2NhY8V9ERATOnTuHcePGITY2FsOHD4eDg0Oe68TExCAgIADLly/HsmXLUK5cOQwcONAaL4+IqNjigFZERMXAtm3bAABvvfWWOK1MmTJo0qQJLly4gP379+Ptt9+2aB9vvPEGbG1tcfDgQXTs2BEAcPjwYWRnZ6Nbt25ITU21aPtEREREVHRkMhlUKpXZ669atQqrVq3Sm+7m5oYJEyZg3LhxJq9jY2ODN954A59++imcnJzMbhMRUUnA5CoRURFTKpXYs2cPAKB+/foIDw8X5zVv3hwXLlzApk2bLE6uOjs7o23btmJpAFtbWxw4cAAtWrSAp6cnk6tEREREJViZMmUQHBwsXucVVK9evdC7d2/xua2tLTw8PFClShXIZLJ814mPj8eWLVtw7tw5DB48GB9//DHkcqYciOjlx086IqIiduLECURHRwMAhgwZYnCZmzdv4vbt26hTp45F++rWrRuOHj2KM2fOiANmzZ0716JtEhEREVHRa9q0KQIDA3HlyhW0aNHC6HJffvklUlJSMHXqVJQvX16cXqlSJbRq1apA+8y9Trdu3TBjxgysWrUKT548waJFiwo0cBYRUUnE5CoRURHTDGQ1cuRINGzYUG/+jh07cPToUWzatMniRGjHjh1hb2+PQ4cO4cmTJ5BKpejUqZNF2yQiIiKiovfWW29h06ZNWLdundHkamRkJHbs2AEHBwfMmzfP6m2QSCSYO3cuHjx4gL///hu1atXCmDFjrL4fIqLihMlVIqIiFB0djVOnTsHV1RUfffSR3iABgLpHwNGjR7Fv3z5Mnz7dov05OTmhXbt2OH78OEJDQ9GuXTu4urpatE0iIiIiKnpNmzZFp06d8M8//2DlypUYNWqUzvzk5GRMnDgRWVlZmDZtGuzt7QulHba2tvjxxx/Rp08f/PLLL2jbti1q165dKPsiIioOmFwlIipCu3btglKpRJ8+fQwmVgHAz88PrVq1wtmzZ7F7925x+h9//IH9+/cbXGfKlCnw8PAwOK9bt244fPgwrly5goULF1r+IoiIiIioWPj222+RkJCAH3/8EX///Tc6d+4MT09PhISEYNeuXYiJicG7775rtBSVtVSvXh0ff/wx5s+fj08//RQ7duwwqw4sEVFJwOQqEVER2rFjByQSCd577708lxs6dCjOnj2LTZs2iXVXjx8/bnT50aNHG02udujQAY6OjhAEAR06dDC/8URERERUrLi6umLVqlU4cOAAdu7ciY0bNyImJgZOTk6oX78+PvjgA7Rv3/6FtGXIkCE4duwYzp8/j0WLFll8BxYRUXElEQRBKOpGEBEREREREREREZU00qJuABEREREREREREVFJxOQqERERERERERERkRmYXCUiIiIiIiIiIiIyA5OrRERERERERERERGZgcpWIiIiIiIiIiIjIDBYlV5cvX45BgwbpTDt27Bj69euHhg0bomPHjvj++++Rnp4uzr98+TL8/Pz0/p0/f96SphARERERERERERG9UHJzV1y/fj1++uknNGnSRJx26dIlfPTRR5g4cSK6du2K0NBQfPnll4iPj8f8+fMBAPfv34ePjw82bNigsz03Nzdzm0JERERERERERET0whU4uRoREYGvvvoK58+fR5UqVXTmbdq0Cc2bN8fYsWMBAFWqVMGUKVMwa9YszJ49G7a2tnjw4AF8fX3h7e1tlRcAAIIgIDtbsNr2CptUKilR7S2OGEPLMYaWYwwtxxhajjG0HGNoHUUdR6lUAolEYpVtlbRrS2OK+j0p6Rg/yzB+lmMMLcP4WYbxswzjZ7mijmFBri0LnFy9ffs2bGxssGfPHixduhSPHz8W5w0fPhxSqW6lAalUiqysLCQnJ8PT0xP3799H48aNC7rbPGVnC4iNTbHqNguLXC6Fh4cTEhNToVRmF3VzSiTG0HKMoeUYQ8sxhpZjDC3HGFpHcYijp6cTZDLrJFdL0rWlMcXhPSnJGD/LMH6WYwwtw/hZhvGzDONnueIQw4JcWxY4udqxY0d07NjR4LzatWvrPM/KysKaNWvg7+8PT09PAEBAQAA8PDzQt29fREREQKFQYMqUKahXr15Bm6JDLi8ZY3PJZFKd/6ngGEPLMYaWYwwtxxhajjG0HGNoHS9jHEvKtaUxL+N78iIxfpZh/CzHGFqG8bMM42cZxs9yJS2GZtdczY9SqcSnn36KgIAArF+/HgDw9OlTJCUlITU1FbNmzYJMJsO6deswcOBA7NixA76+vmbtSyqVwMPDyZrNL3Surg5F3YQSjzG0HGNoOcbQcoyh5RhDyzGG1vGyxLEkXlsa87K8J0WF8bMM42c5xtAyjJ9lGD/LMH6WKykxLJTkanJyMiZPnowLFy5gyZIlYq/UcuXK4eLFi3BwcICNjQ0AoG7durhz5w7++usvzJ4926z9ZWcLSExMtVr7C5NMJoWrqwMSE9OgUrF7uDkYQ8sxhpZjDC3HGFqOMbQcY2gdxSGOrq4OVuvdUJKuLY0pDu9JScb4WYbxsxxjaBnGzzKMn2UYP8sVhxgW5NrS6snVyMhIjBo1Co8fP8aqVavQtGnTXI1z1XkulUpRvXp1REREWLTfklbHQqXKLnFtLm4YQ8sxhpZjDC3HGFqOMbQcY2gdL1McX5bX8TK9J0WB8bMM42c5xtAyjJ9lGD/LMH6WKykxtGrxgoSEBAwZMgSxsbFYv369XmL11KlTaNiwIcLCwsRpSqUS9+7dM7skABEREREREREREVFRsGrP1fnz5yMsLAy///47PD09ERUVJc7z9PREo0aN4OHhgenTp2PmzJmwsbHBihUrEB8fj6FDh1qzKURERERERERERESFymrJVZVKhQMHDiArKwtDhgzRm3/06FFUrFgRa9aswY8//ogRI0YgIyMDjRs3xrp161CqVClrNYWIiIiIiIiIiIio0FmUXP3uu+/ExzKZDDdu3Mh3HR8fHyxevNiS3RIREREREREREREVOavWXCUiIiIiIiIiIiJ6VTC5SkRERERERERERGQGJleJiIiIiIiIiIiIzMDkKhEREREREREREZEZmFwlIiIiIiIiIiIiMgOTq0RERERERERERERmYHKViIiIiIiIiIiIyAxMrhIRERERERERERGZgclVIiIiIiIiIiIiIjMwuUpERERERERERERkBiZXiYiIiIiIiIiIiMzA5CoRERERERERERGRGZhcJSIiIiIiIiIiIjIDk6tEREREREREREREZmBylYiIiIiIiIiIiMgMTK4SERERERERERERmYHJVSIiIiIiIiIiIiIzMLlKREREREREREREZAYmV4mIiIiIiIiIiIjMwOQqERERERERERERkRmYXCUiIiIiIiIiIiIyA5OrRERERERERERERGZgcpWIiIiIiIiIiIjIDEyuEhEREREREREREZmByVUiIiIiIiIiIiIiMzC5SkRERERERERERGQGJleJiIiIiIiIiIiIzMDkKhEREREREREREZEZLEquLl++HIMGDdKZdvfuXQwcOBANGjRAx44dsXbtWp352dnZWLx4Mdq2bYsGDRpg1KhRCAsLs6QZRERERERERERERC+c2cnV9evX46efftKZFhcXh2HDhsHHxwfbt2/H+PHj8eOPP2L79u3iMsuWLcOGDRswd+5cbNq0CdnZ2Rg5ciQyMzPNfhFEREREREREREREL5q8oCtERETgq6++wvnz51GlShWdeVu2bIGNjQ3mzJkDuVyO6tWrIzQ0FCtWrEC/fv2QmZmJ1atXY9q0aXjttdcAAIsWLULbtm1x+PBhvPXWW9Z4TURERERERERERESFrsA9V2/fvg0bGxvs2bMH9evX15l36dIlNGvWDHJ5Ts62RYsWCAkJQXR0NO7du4eUlBS0bNlSnO/q6oratWvj4sWLFrwMIiIiIiIiIiIioherwD1XO3bsiI4dOxqc9+zZMygUCp1ppUuXBgA8ffoUz549AwCUK1dObxnNPHPJ5SVjbC6ZTKrzPxUcY2g5xtByjKHlGEPLMYaWYwyt42WMY0m5tjTmZXxPXiTGzzKMn+UYQ8swfpZh/CzD+FmupMWwwMnVvKSnp8PW1lZnmp2dHQAgIyMDaWlpAGBwmYSEBLP3K5VK4OHhZPb6RcHV1aGom1DiMYaWYwwtxxhajjG0HGNoOcbQOl6WOJbEa0tjXpb3pKgwfpZh/CzHGFqG8bMM42cZxs9yJSWGVk2u2tvb6w1MlZGRAQBwdHSEvb09ACAzM1N8rFnGwcH8gGVnC0hMTDV7/RdJJpPC1dUBiYlpUKmyi7o5JRJjaDnG0HKMoeUYQ8sxhpZjDK2jOMTR1dXBar0bStK1pTHF4T0pyRg/yzB+lmMMLcP4WYbxswzjZ7niEMOCXFtaNblatmxZREZG6kzTPC9TpgyUSqU4zcfHR2cZPz8/i/atVJasA1alyi5xbS5uGEPLMYaWYwwtxxhajjG0HGNoHS9THF+W1/EyvSdFgfGzDONnOcbQMoyfZRg/yzB+lispMbRq8YKmTZvi8uXLUKlU4rRz586hatWq8PLyQs2aNeHs7Izz58+L8xMTE3Hnzh00bdrUmk0hIiIiIiIiIiIiKlRWTa7269cPycnJ+Pzzz/Hw4UPs2LEDa9aswZgxYwCoa60OHDgQP/74I44ePYp79+5hypQpKFu2LDp37mzNphAREREREREREREVKquWBfDy8sLvv/+OefPmoU+fPvD29sann36KPn36iMtMnDgRSqUSs2bNQnp6Opo2bYpVq1bBxsbGmk0hIiIiIiIiIiIiKlQWJVe/++47vWn16tXD5s2bja4jk8nwySef4JNPPrFk10RERERERERERERFyqplAYiIiIiIiIiIiIheFUyuEhEREREREREREZmByVUiIiIiIiIiIiIiMzC5SkRERERERERERGQGJleJiIiIiIiIiIiIzMDkKhEREREREREREZEZmFwlIiIiIiIiIiIiMgOTq0RERERERERERERmYHKViIiIiIiIiIiIyAxMrhIRERERERERERGZgclVIiIiIiIiIiIiIjMwuUpERERERERERERkBiZXiYiIiIiIiIiIiMzA5CoRERERERERERGRGZhcJSIiIiIiIiIiIjIDk6tEREREREREREREZmBylYiIiIiIiIiIiMgMTK4SERERERERERERmYHJVSIiIiIiIiIiIiIzMLlKREREREREREREZAYmV4mIiIiIiIiIiIjMwOQqERERERERERERkRmYXCUiIiIiIiIiIiIyA5OrRERERERERERERGZgcpWIiIiIiIiIiIjIDEyuEhEREREREREREZmByVUiIiIiIiIiIiIiM8itvcHz589j8ODBBudVrFgRR48exa+//oqffvpJb/79+/et3RwiIiIiIiIiIiKiQmH15GrDhg1x+vRpnWnXrl3DhAkTMG7cOADqJGqvXr3wySefWHv3RERERERERERERC+E1ZOrtra28Pb2Fp+npqZi/vz56NOnD/r16wcAePDgAfr376+zHBEREREREREREVFJUug1V3/77TekpaVh+vTpAIDMzEyEhISgWrVqhb1rIiIiIiIiIiIiokJj9Z6r2mJjY7FmzRpMnToV7u7uAICHDx9CpVLh0KFDmDdvHjIyMtC0aVN88sknKF26tNn7kstLxthcMplU538qOMbQcoyh5RhDyzGGlmMMLccYWsfLGMeScm1pzMv4nrxIjJ9lGD/LMYaWYfwsw/hZhvGzXEmLoUQQBKGwNr5kyRJs3LgRR48ehb29PQBg165dmD59OgYNGoS3334bMTExWLhwIVJSUrBr1y5xuYIQBAESicTazSciIiKiVxCvLYmIiIjIVIWaXH3jjTfQpUsXvYGrYmNj4enpKT6PjIxEu3btsHDhQnTv3r3A+1GpspGYmGZxe18EmUwKV1cHJCamQaXKLurmlEiMoeUYQ8sxhpZjDC3HGFqOMbSO4hBHV1cHq/VuKEnXlsYUh/ekJGP8LMP4WY4xtAzjZxnGzzKMn+WKQwwLcm1ZaGUB7t27h7CwMPTo0UNvnnZiFQBKly4Nd3d3PHv2zOz9KZUl64BVqbJLXJuLG8bQcoyh5RhDyzGGlmMMLccYWsfLFMeX5XW8TO9JUWD8LMP4WY4xtAzjZxnGzzKMn+VKSgwLrXjBpUuX4OXlhZo1a+pMX7RoEbp06QLtDrPh4eGIi4uDr69vYTWHiIiIiIiIiIiIyKoKLbl6584d+Pn56U3v1KkTHj9+jK+//hrBwcG4ePEiJkyYgEaNGqFt27aF1RwiIiIiIiIiIiIiqyq05GpUVBTc3d31pvv7+2PlypW4f/8++vbti48++gi1atXCb7/9xoEDiIiIiIiIiIiIqMQotJqrK1euNDqvZcuWaNmyZWHtmoiIiIiIiIiIiKjQFVrPVSIiIiIiIiIiIqKXGZOrRERERERERERERGZgcpWIiIiIiIiIiIjIDEyuEhEREREREREREZmByVUiIiIiIiIiIiIiMzC5SkRERERERERF7lliOq6Exxd1M4iICkRe1A0gIiIiIiIioldbepYKPVZeAAD8NbAhapZxKeIWERGZhj1XiYiIiIiIiKhIbbzyWHx8LCAat58m4kxwrN5yxwKi8cf5RxAE4UU2j+iltfhkEBadCCzqZpRo7LlKREREREREREVClS1g89XH+OtiuDjtj/Nh+ON8GABg3cBG8CvjDACYtf8uDt2LAgCUdrbDm3XKvPgGE71EUjNV+OuS+twb3LQSvJxsi7hFJRN7rhIRERERERFRkTh0LxKLTgQhKUNpcP7AdVcAAFmqbDGxCgAPopJfSPuIijtltvm9uLNU2eLjrr+dQ9MFp3DjSaI1mvVKYXKViIiIiIiIiIrEpUfx+S4jCAIS0nWTr2Vc7AqpRUQlx7ZrT9By0b9o/dO/Zq2fqZVc1fhs7x1Lm/XKYXKViIiIiIiIiIrE3tsR+S7zOCEd18ITdKYlpGUVVpOISozvjz4EAGSqBGzSqlus7fbTRLT+6V/cNNAj1VByNTI507qNfAWw5ioRERERERERvVC3nibizjPTbu3vs+qi3rSkDJW1m0RU4silErEswILjgRjQqAKeJKTDxU4OF3t1ym/ohmsAgOEbr+Hi1HYAgA2Xw7HoRJDBbZZ2tsW+28/gZCtHhxqlCv9FvASYXCUiIiIiIiKiF+ZhVAqGPU/4mCtDyeQq0Wu+pXDkQU4t4jNBsZi88xY8HGxweFxLo+sZS6wC6oTt7IMPAADnP24LqURivQa/pJhcJSIiIiIiItIiCAIkWgkFQRCw7fpTpGepMKhppSJsWY641Ez8dTEcPeuWRRVPx6JuToHsuPFUb9qc7n6ITs6Ej4cDpu2+A7lUAidbmV6tVY09tyIQmZyJn/v6M/lDryztxCoATN55CwAQl5aFuxFJOHI/Wmf++ZA4/BsUk+c2nyRmiI/vRiSjTlkXK7X25cXkKhERERERERGAJwnp6PX7BQDAoQ9bICIpAwfvRmLD5ZxahuVc7RGZnIEBjSoUaVJv7qEH+DcoFtuuP8GpiW2KrB3mcHfQTUXM7V4TXWuVFp//+k49VPF0wG9nQ7H75jOj2zkXEof1l8KLTcKb6EVKy8q79/bgdVf1pn20/abR5b/qqhB7rGqcCYoxKbkqCAJ6rLwABxsp5veojWpejq/Ujx4c0IqIiIiIiIgIOb2+AKDLr+cweN1VncQqAHy27y4WnQjCPhMGYroSHo8/zj9CtqCuiZiQloW9t54hNVOdFBEEAeHxaeL8vMSlZiI4JhV7bj1DepYKN58mAQDSsvQHpCnOkjOUWPnfI51ptco46zxv4uOOUs52uJprEKuRLXwwu5ufzrTFp4ILp6FExVBalgpHH0QhNVOFx/HpVttu11ql8VadsnrT3extTFp/45XHiEjKQEhsGt778zJW5TrHX3bsuUpEREREREQEIDgm1eRlfz4ZhJ7++skIjUdxaRiz+QYAwMFGhgGNKmD63ju4HJaAJf8G49CHLbHvdgTmHHqA4S188GHrKga3czksHqFxaZj/T4A4LSQmFcrskpVU1fh41229ac52hlMTg5pUxLznr/vwhy3g4WiLY7lugyZ6lfxw9CH23o7Aa75e6PH888evtDP61CuL7448NGubX3VVGEysAkBihuGyHLmdCtQtNbDiv1CMbOmDtKxsONrKzGqXtl03nsLVXo6OCm+Lt1UYmFwlIiIiIiIiAuDj4YBHcWkmLZtopBaoRr/VOSPcn3gYjdd8vXA5TN0TMzY1C9HJGZhzSH0L7upzjzC0WSU42OgmIbIFAWO33NDb9l+XwuFmXzL/nM/dGxUAnIwkX97yL4sDdyJQxcsRHo62AAA7ueWJGqKSau/zHvMnHsbA6fmPEtmCABM6v+tp4uMOZ1sZ3sgjYZmUz+ecRnRypt60Zgv/BaAu89HEx73gDXzu1tNE8UeW8x+XKpblBlgWgIiIiIiIiAhAOVe7Ai1/NjjW4HSlSrdX6eWwBBx5oDuwTGxqls5zQ2UGdl3XH/hJw9hATy/CmaBYnA+NK/B6GUrDvW3t5IZTE3KpBCsGNMDMTgpxmqwIsxiCORksokKy//lnRkBUitFzS9u5KW3xbsPyAIAWlT3w6zv18EOvOrC3Mf6DxcYrj43O05ZX/dcPt+r/QFQQ2olbTUmV4obJVSIiIiIiIiIY7o1av7wrXI30Ep1q4BZ3AAiITtGbljsRe/Npos7z28+S9NaZe+iB3jRDslQvrkRAQloWJu+8hY+23cQdrTbvu/0MJwKi81gTCIk1XHZBUoCeaIbSm7mT2eb66UQQVpwNMTjvYXQKmi38Fz1WnLfKvoispayLHZpUcgcAeDvbYuvQJgaXk0klmNqhOjYMboQfe9cxuIyno26NVZmJp2Zh1n4uCT9pMLlKREREREREBMO9omZ1VuDo+FbYOaKp3jxltoBjBhKKGQYSDRcfxes8z10fcf/tCCizzUsjtPrptEmDYllDcmZOAnrIevVo5DefJGL2wQf4ZM8do715AWDdpXDx8cYhjfF5pxrYP7q5FdpkeW+2yKQMrL8cjpX/PcLHWgObAcD260/w3p+XAQDPkjJwPqTgvXaJCsvc7jXhV8YZq99rgL8GNkIVL0dxXhkXdW/8X9+pB0D9Q0YNb2ejvcXn96il81xlwseKIAhIzaPnKqC+tV9j45XH+GDtZcSl6pcS0MhQ5mxP+8cjY/WZixqTq0RERERERPTKS0pXItRAvVVNoqKiuwOqaSUtNKbvuYPMXLfknjPjlnkAiE/TLRVQyslW57lcarwb2YmHMUbnWVPuHmqpmSqdnrqTdtzKvYro4N1I8bFvKSf0rlcOpV0KVorB09FWb9qTBP1R0wVBwKx9d/G/ow+RLQhIzlDm2cNXOzn9b1AsfjkVjPi0LDRdcEovEf7FgXsFajNRYXJ+3rO+bnlXeD3/zNg2rAkW9amDfaOb4+LUdibXPG1U0R2/vlMP01/3FaclGxnU6lxILIJjUpGlEqDK54ehYRuuAVD/ELPweCAeRKVg/WXDJQd233yKFgv+xeHbzwAA6c8/X1tX9TTpNRSF4pnyJSIiIiIiInqBvv0n5xb8ye2r4VhANOZ099NZ5vuetfHD0YeISMrQScRGJmegoruD+DzMxEGxcotPyxITqg8ikhCdotuz6/hHrTB55y1xYCxt0/fcwZFxLeHmYKM3z5qW/Rus8/xYQBTmPx9sRiMpXQmXPAbcalfdy+z9+5V2xqT21VDGxQ4z990FAOy++Qy1y7roLHflUZxYk3LrtScA1AOWbR+u3wMZgF6v4bUXw7D2YpjBZeuWdzW7/USW8HS00avXXN3Ajz6VPR1R2VN/uima+LijXnlXfH9U/aOCocRpUEwKJmzX/yFlXJsqWHY6BADQqqoHzgbn/NDUdMEpnWWjkjN0nguCgInbb4k/To3+67LO/Fu5SqkUJ+y5SkRERERERK+8e5HJ4uMPmlTEqvcaoIKbg84yVTwdsfSdenitRimd6cdzlQYo72YPAOhdt6zOdN9STqjwfJ5G99qlxeUTtHqurtJKYn7foxZ2DG8KexsZ+tYrJ06v7KHbPlNrtJrr38AY/Buke9v/7IP6+0zJ1O/p9tOJIPFxT/+yevMLYmCTiujklzPCedvq+j3a+v36n960R3Fp6P/HJdx8op+kSTLSO8+QF1WCgSg3N3v1jyed/bzRt145nJvStkA1i01lo1Vs1VC5ksfx+r3FAWBQk4r4vmdt7BjeFD/18c9zHwfuROo8T8lU5dnrvygH8csPk6tERERERET0yrOXGx8xOzcnW91ll+TqzZn5/PZzV/ucXqQyqQQbhzTGrM4KnWUbVHATb2v/7UyIOL2CVuK0o8IblZ4/7+TnjW+618TMTjWwaWgTuGjVIDwZWHilAbIFAR8bGcArN0OD26y/nFNv1S2PXq0FUbO0MwD9AbHyuv0/ODYVwzde05seEKk/CJkxpozMTlQYVM8T++80KI/POtWALI9SIZaQSCRiGRJDyVW5kZGu5DIpOtYohUoeDpBIJJj3Zs0899N0wSmx7ECokQHvNPrVL5fn/KLE5CoRERERERG98nL3Ms3LB40r5jl/w/Nags52OT1NV75bH4B6NG8NHw8HnV6c1x6re1R+vOMWFj4vU9DTv4zOtiUSCbrUKo0+9cpBLpWIA9YUtgXHAk1eNkQrSbL/doTe7cANKrpZpU3S58mf7FzJn+3PywAURESS+hblXib0qs09OBnRi6K5RV9aSElVbZqk6ukg/R9ttl417RyTy/JPO/b+/QKAvOs1A8Cgpnl/7hYlJleJiIiIiIjolRcWr66TWidX7U5DbOVSnJ3cBiueJ0yzhZzejOHxOfVWpRIJZrzhi+MftRLrdEq1elmOb1tVr+dZbGqmTpmBPbci8mxLZU/d0gC3C6Eu4X8hsdiST8Ly4tR24mPtAXC+PnhfZ7mxrStbrV2aznO5b9PPb+RyQ+toBs1xtDXeg/l7rZHUN18xPBgPFQ/BMak6Sf6XRWqm+th2tDG9p72l/roYjqYLTon/AqKS9cqDDG/hgwW96+it62iTf9oxIV0JpSo7z9v+x7SqrFempTgplORqREQE/Pz89P7t2LEDAHD37l0MHDgQDRo0QMeOHbF27drCaAYRERERERGRSTY/74l1+1mSScvbyKQ6gzbNfp5E3KSVdHuzThlIJBI4a926L9X6KzzreUKvmtaANLtuPNPZT2mtnq6G5B5sZuiGa4jJNRCWJY4FRGOigYFrnO1ykjuanrzda5cGAMzJo/briBbWS64+ej5w2LZrT7HhcrgYi13Xn4rLtK7qiYntquqtm5QrkaMp5WAnN5wm+fWdejoDBP143PSevPRipWep0H/NJbzzxyVkvmQlHOKe12XWPv8Ki8PzxOjjBN36quO33tRb9sPWVQwOVNe8sodJ+xq24Vqe85v6uJu0naJinUInudy7dw92dnY4cuSITu0TFxcXxMXFYdiwYejYsSNmz56Na9euYfbs2XByckK/fv0KozlEREREREREefIt5YSH0Snw8TC9d5T24FSONjKkZCqx+6Y6OdqggitKOeknRtO16pHWKO0EALDVunX2V626qwCw+v2Gebahkrt+e58lpsPLwL5NFRyTiv5rLgFQx0Xbh62r4O0G5fD60pwBozr5qQf40h6g5lFcmjhQV2HR9HQ7FxqHc6Fx+P2/RzoDU7Xz9cKCXuredItP6dbFjUvLwqITgdh/JxLTX/cVk+J2cikqudsjTGvAHu1eudqyBUGnJ7KpfjoRBGc7GUa2tF6i+VXyxYF7OB4QjV0jmqKUs35ZDO0ekBFJGWK94pIuOCanJ652PefC8k6D8lh7MVxvepzWwHsAcHpSG6PbyF0P+YeetdG8igfaLT6jM117QEEA2Da8KQLi0/HZDnUitzgPZgUUUs/VBw8eoEqVKihdujS8vb3Ff/b29tiyZQtsbGwwZ84cVK9eHf369cPQoUOxYsWKwmgKERERERERUb78nic6C1J71cFGhkFN1L025TIJPtl9R7y93FDSE9BNpFZ93hMyLY/b2POrqVrOQALz8P2ovBueh6R0pZhYBYCH0boDPQ1rXkkvsVPbQCmFfqsvYs/Np3rTC5N2YhUAOtQoJT4+N6UtZnWuIT7fdeMZ9j9PBn9/9KE4XS6V4Pf3GojPNbVyDbkbkWx0njFngmKx/nI4lp8NRXyuJBUZduhuJDY+T34rswUcvBuJDGU2/r4biV9OBeOnE0E6y2tunQcgDhb3MohMzhAf51W+wloemDjIm7He3oa8VqMUHGxk+LKLArXKOBtcZueIpqju7YTq3jnzG1mpTnNhKZTk6v3791G9enWD8y5duoRmzZpBLs/pNNuiRQuEhIQgOjra4DpEREREREREhUmTaEvOzL9epzZNaQClStAZ6Ch3TyyNSh4OGN2qMj57w1fs1VXLQHLSy8kWawc1ynf/b9Yug6paZQWA/BOyebkbYbwswsWp7cQ213teQxbI6Z1WyV030Tv/iDppKQHQsUYp/NzX3+x2WUomlaBX3ZzRxtdf1u+RBwClXezg6WiLjUMaY8fwpnqDbx3/qJX4eOj6q9hWwMGzroTHi487LfsPgqA/EjupZamyIQgCZh24h4XHA/EgMhkPo3LOq8WngrH2YhjWXw7XqTWckpmTZI9JtV6JjKKSpcrGqE3X8Pm+uwBeXKKxTrn860+3rJL/bf9zuvsBAKZ2yMkT9vAvi7UDDX++lX3++dW0igc+bFMF33SvqVNapTgqlNY9ePAAHh4e+OCDDxAcHIzKlSvjww8/RLt27fDs2TMoFAqd5UuXVtdlefr0KUqVKmVok/mSFyBTXpRkz3+llJkwYhoZxhhajjG0HGNoOcbQcoyh5RhD63gZ41hSri2NeRnfkxeJ8bNMSY+fKlso0GeAptfW9ScJOtO/7VHL6HY+bKtbA/TzLgocvBupM+3SrDeQlJQOlSrvmpGucil2jGyG208TMXDtFQCAva3M7M+x8dv06ykCQK+6ZXW2aa81UI1m+ne96uCDPy/rrSsAWFAEidW6FdwKHIcedctCIpGgppGBzdzluuUWvj/6EAOamD6KeUSybrLvtSVnMauLAt1qlylQOwtTcTiHkzOU6LPyAqpo/XAwdssNvOHnbXD5fx5EIyFDiZMPY3SWycaL/063dvz+DYrBtcc5yWN3R5sX8ppKu+b/I803eXzOafSoWw6vKbzhYiBBOrhZJay9EKYzzd5ODplMColEgg/bVcv3M7A4sHpyValUIigoCL6+vpgxYwacnZ2xf/9+jB49Gn/88QfS09Nha6v7YWRnp37DMjIyDG0yX1KpBB4eTvkvWIy4ur4cNT+KEmNoOcbQcoyh5RhDyzGGlmMMreNliWNJvLY05mV5T4oK42eZkhY/H09HPIpNRY9GFQv0GSC1Uf9ZHRKbpjO9sW9pSKWm1ePM3fdrcMvKkEgkBYphGw8n9GtUEduvhEMllVr9c+yHdxvCViuJ4l/RAxdC4wFA3FfrPPZZGJ+rHfy8cdxICYQJHX3RxFc/Efdd37qYscNwArlVdS94ehq+VdkYTydbk1+bIAg4lCuJnpqpwsy9d9HU1xs1yuTfU/BFKspzeMPxh4hOyUS01uBsSRlK7LxhuNTEhsvhWH9J3Rt5h9aAZjZ2NkX2nW6N+GVnC9hyXfc1Vy/j8kJe0+A21TH/cID4/Ie36+GTbTfE55W9HFG9gmkDVhlb6u1mPjrJ1aXvN9J5bSXle8TqyVW5XI7z589DJpPB3l59S4C/vz8CAgKwatUq2NvbIzNT95caTVLV0dFRb3umyM4WkJiYmv+CxYBMJoWrqwMSE9NKRPa9OGIMLccYWo4xtBxjaDnG0HKMoXUUhzi6ujpYrYdISbq2NKY4vCclGeNnmZIav8S053+nZikRF2darUEAiE0yXNMxIcH8z5Fpz2+fLWgMbSXqW8yj49MK9Bq01a/giutaveQ0UpLSoL3FoU3KAyoVutUune++FvX1N7s9eXm9hpdOcvXslLbosuw/lHaxw9TOfgbj90Z1T6PbW9LPtHb+NagRBv2l7iXsZi/XWydbEJCQloXrjxPx2+kQDGpWEeFx6ejboJyhzQEA3vntPxyf2FpnmqZkQO5BgQpbcTiHfzh0v0DLG6uu8CgyqVCOvbxYM37/3IvEuaBYnWlOMskLf02A/rmzvH89i9tRyckGs7oocD4kDuPaVkUVL0fExaUUi2OwINeWhVIWwMlJP4Neo0YNnD59GmXLlkVkpO4vNZrnZcqY3w1eqSw5X9oAoFJll7g2FzeMoeUYQ8sxhpZjDC3HGFqOMbSOlymOL8vreJnek6LA+FmmJMVPEAQkPR+N2lEuLVC7JQayOj/39bfotWuSCQWNoaONepCbxLQss/cvfZ7I+/atWujg64UDdyPRqKKb3vYc5DJ82LoKgLw/M3/sVQdtqnoWzrGQa5M2UgmOfdRKvE3ZlPjVLeeCcq72eL9xBahUAtRFDPLmozVYWXBMKhp+fwItKntg3ls14Wpvg2Wng/HH+ZzeeLP23QMAnV6Xklx7ijfwng3fcA03nyZicNNK+KhtlReeZC1J57AxkUkZRfYarBG/T3ff0ZsWHpf2wl9T3XKuUCqzsX5QI+y9HYERzX3g7mhjlXb08i+LXv7qgQRzb6+kHINWL9IQEBCARo0a4fz58zrTb926BV9fXzRt2hSXL1+GSpVTJPzcuXOoWrUqvLy8rN0cIiIiIiIiojwlZ6igep7pcrO3KdC6KgO5OFMGeTHGknU1g74UdFAujQxlNq6Gq2vHOtnKIJdJ0dO/LCq6m35rbrdapcXHP/XxR3vfwvs7X3vbNjLTE4+jWvqI66wY0ADz3qqFOuVc81krh6GR2s+FxmHxyWAIgqCTWNUWkaS+a9e3lBN61i2b735uPh+kae3FMMx8PpjRq8I+nzqeE9tVzXO+RqqZ50Jx1rqa8d7X1vaGQl1aY/rrvgAARWlnTO1QHe6OBfucfNlZvedq9erVUa1aNcyZMwezZ8+Gh4cHtmzZgmvXrmH79u3w8vLC77//js8//xwjR47EjRs3sGbNGsyePdvaTSEiIiIiIiLKl2ZEcUcbmU5dUVN0qFEKf+YakMWcHoY9/ctgz60IDG/uU+B1NZyfJ/2SM5T5LKkrOCYVf154hDIuOQPYpJvZW2xO95r4rFMNPE5Ih2+pwq0LaW8jw8Wp7XAvIkmn7fkZ3aoKRreqYtG+q3g66NXZ3XPrGYY2r5TvunZyKco467a3hrdurJTZuln7Iw+i0fZOBLoXo4GvCosyW8j3+Kvm5YRGFd1wJTwhz+UO34/CvLdqWbN5L0xKpu55/JqvF95pUB5NfdxfWBvmvVUT09N8mUzNh9WTq1KpFL/99hsWLFiAyZMnIzExEbVr18Yff/wBhUIBAPj9998xb9489OnTB97e3vj000/Rp08fazeFiIiIiIiIKF9RyeoehQVJ0GnUKeuCNtU8cTpXXcSCmtVZgcntq8PF3vw/052e91xNKWByddKOm3iaqDvAdNNK7ma3w8FGVuiJVW01i2AgqI/aVsW0XLdsCwD6rLqY77qVPR0gz9XTtm6unrOxKbpj1QDAV3/fR2c/b8itVGO8uBq96ZretEru9pj+eg18tF09GFkZVzvM71ELJx7GQALg23/UAy/5eDigb71ycLKVYd4/AXrbKUniUrPEx1M7VEfvumVhb6Pfa7owSSUSJlZNUCg1V0uVKoX58+cbnV+vXj1s3ry5MHZNREREREREVCCxKeokhqeTeUmEBb3r4Pf/QrHjxjP8+k49s7YhkUgsSqwCgLOdOvFy1cCAVHnJnVhtW83T4ra87FwLUD6iqY87Lj6KF5+ffBiDT8f4YtnpEHFa9vPavRnKbLT5+bTRbaVlZcPlJU+u3nyapDetjKu9Tm/esi52cLaTo2+9ckjOUGLN+UdwsbfBukGNAADxqVlicjU9S2VyUjIlU4l/7kWhW+0y4o8OGwY3gpPtiz8fgmPUg+JV9nDAgEYVXvj+yXT8tCQiIiIiIqJXmqYsgKejrVnrSyUSq9xqbqnQXLepmyL3rccA0Krqi6vpWFKZUj7ixIRWEAR1LdymC06J03/rXw9OtnJcnNoOq889wq9nQsTR7vNKrAJAx6VncWZSmwKXrygpbj4x/MNAZQ8HnXIXmvrCmsfbhzeFTJrTG9jNQQ4XOzmSMpR4FJcGRWlnk/b/2i9nAUCn1+uO608xqGn+5R6sTZNcrVnGtLZT0Xk5z0YiIiIiIiIiE8U+v/3Ws4Tf/tpCazAszeBJ+XkUp5+QdbFjP6z82JnQe9TJVq6TBNTQLmOgyQcqBQGZBuqMGqqvuefWMzxOSIMgGBhNrYTbfydCfFzJ3V58PKFdVbxWoxRaVvHApPbV9NaTy6Q6tY4lEgl8SzkCAIKeJynNtfhUsEXrm+tkYAwAwN2hZH8uvQqYXCUiIiIiIqJXWmisOvni5WRez9Xiwl3rVvVfz4TkuWxEUgZm7ruLn04E6c2zkRV8QK5XTTm3vOvzuuYqq7BzRFNU9XLElqFNdKY7Pr/dPC1ThW8OP9Dbzlt19Aew+v7oQ/T+/SJ+Oqn/3pV05VzVCdU6ZV2wY0QzvFmnDAY3rQQnWzns5FIs7lcXA5tUNGlbbs+TkoZ6ZxsSbaDOrbm+2XcHQ/66gvQsldnbuPG8F+8/96Os1SwqJPw5ioiIiIiIiF5pJx6qe4jFWDG5UhS0B0lKy8w7qfPWivNG57Wp5mW1Nr2stGtwznuzJn4+GYTIZPXxU9XLETPfqKGzfEV3B73EKpBTJ/dYQLTB/djncfv/hsuPUbecK97w8y5w+4urLJW6924Nb/WAaF939TN7W5o6q/cjk/XmJaUrka5UoZSTrdjj9eOdt8zel7aAqGT8flrd23XtxbAClwtJSMvC5quPxedda5W2Sruo8DC5SkRERERERK+c5Awl7jxLQuNK7uK0+hXc8l5JmQZpWiwEmR0Ex1KF20Az2FhhoKOPO1R/aet5WtugJhUREpuKN/y80VHhjfuRyfAr7Qy51PSev062eQ+0VMnDAdNf98X3Rx8anP/ZvrsvZXLV1grH8sG7kQCAnTeewcPBBiNaVMbS08HwLeWEOYdyegn7eDhg67AmuBuhm4SVSSVQPR9E635EMvxMqH2aqcxG/9WXxOfxaab1mtX2v6MPcVirt+obipfn/X1ZMblKREREREREr5xxW2/gbkQyOmklptpVz6PHZrYK3stzeiPGvncMKk+FRW2QpEbD8eqvSK/9PlQe1S3aFgCdpN6FR3EFXn/vqGYo62qf73K2IUchTX6MrAqtoPLwLfB+XhYTtWp/SiXqW9kLKr9EdmUPR9TwdsbbDcqj22/nDN66LgiCTr3R4iwyKQPezrZG25upUiczrZHg93S0Eesprz4fhqpeTthw+bHeco/i0nDyee91AHC0kWHDkEawkUrx5vMe3kceRInJ1QxlNuyMtO+Xf3Xrsxa0xEZIbCpOB8XqTPMvV/Djil4s/hxFRERERERErxxNLzXteobGEiYA4Hz8U53nroc/yncf8qhbcD42FcjSGjRKyBm0yPnfL+B4bTk8N7Q3tdl50h4tPTnDeFmAM7mSNwDwz7iWuonVbMM97iTpcXDbPwQuJ2fCc8NrQJZlgwW96mykusecVAKcnNAapZ1t0aSSm06ScffIZga3kZalPxBWcXTsQRTeXHEeM/fdNbrM+VD1jwK2Vqj7O65NFZ3n3x0JMLrsp3vuiI+Pjm+JCm4OYs1WADhwJwK/nQlB0wWn0HHJGTyMTjG4ndzTs1SmDzp251kS3vnjElK16rQ62EhLTOL8VcbkKhEREREREZGGIACqDL3JDvc26zzPts2nN1lWKjy2dIXD3c1w390fUGXAY11beC/zgf2ttQAA28dndfdrZUExhhNAxwJ0B8hZ8nZdnRHJbUKPw/vXKvBeWhGyGN1EmMuJGTrPpWnRsA3+B95LK8J7qWkDDVGO3D0bj4xrBUdbGXaOaIal79TTmWcrl+LT1/V7Cndffq5Q22gNgiBg+l71sXTkQTSuP07QW+ZscCwCotTHbExKlsX71PRa1UjJpw6xhvx5SQLtH1sikzOx6twjAOretSM3XtNZJzo5AztvPEVGrkR3ptK0xHd6lgpD1l/Vm/7tW7VMWp+KFpOrRERERERE9ErR1FHU1qGGuoaq28634f1bddg8PgtZ7AM4XvoFzsc/0Vs+2ynvQWbcd70jPpZH3oDzv19DnqC+Zdjl5ExIUiIhTcu5FVmWEKy3DXNo12cMjjHcq/RCaLz4uKqnIxpV1K01675vkPjY5ehU8bHT6a9hF7hfZ1mJKhOOFxeJz+0e7DSr3a8qea7aoi726uqNtnIppAZ6LL7ToDwufNwWF6e2E6elZKrwNDG9cBtqoXaLz+g8H7npOpouOKXT03PSjpwBpV73s7ymcauqnhZvw1i909yJ2g/+uoJv/wnAzaeJAIA365YDAGSoTEuuts0VH0Bd1qCJVk1oKr6YXCUiIiIiIqJXyq3nCRBtLap4AIIA26fqGovuu/rDc2NHOJ3/Hg53Nuotb/9wb577sIm8Lj7OdqkAm/DTOvNLrWmk81weZZ2RyltX8xAfG+oMm6nMxrOknJ65m4Y21hkIS5r0RGd5m6gbQLYKyFbB8frvetvz3PCaepnn7IL+tqT5r5z0LNN6U2ozdJt4z5UXjC6fXQi9ok2x5epjNF1wCluuPka6kR6c7/15GX9dDMOPx3QH7GpR2cPg8gXhVzr/AahGtvDReT4i1/MZbxivKXzkfhTeX3sZITGper1kaz2vk2pqz1VDDn3YEvY2eQ94BmU6vJdWhMe6NmbvhyzH5CoRERERERG9UpIN3B5ct5wLXA6Pz3ddlXN58bFdwG7DC+WqVypLfIRsVx/Dyz7nenhcvvs2hXYNz5RM/bqpJwNzest6Otro9Y6UpjzTW8f718rw/rWySfuXxdwztalqqkzYBv8Dm8dnc0oLKNPyX+8lkWliz0ZT5E7UBsWkoOmCU2i+8F/ceZZktf2Y6odjgTr/G7P4VDA2X9VN6lurzuiHrasYnD6kWSWMb1MFY3LNH5vruXbd1dw+23cXAVEpeGfNJb15pZztAOT//h64E4G3V1/McxltsvgguByZBFnUbQCA+85+AAB5QgicTs8xeTtkXUyuEhERERER0SvjfmQyJu/Q7yVa0d0B9g/35Lt+7JCcHoIuRyYZXEYWH6Q3zTbsZP6NM5ZUVGXB5eBY2Dw6oa7XmscgUto1POcfeag3X3swoZUDGujN99jeM/925kEeH5RnclSSmQTPtS3gvbQi3HYPgPdv1eB2YBjcd/UXl7EL/seiNpQkVT0dxccT21Ut0Lo/9KwNT8ec5N+dCN0E6smHOYn0GXvvoKRoXtndatsa3sIHveqW1Zn2Ux9/fNS2KoY2V//g0cxHvb/cy2nUKpN/D9jcHGzVPU6N9djV+Orv+wiNM/3HBKf/voX9/e3w3NIFgG4PecfrKwrcTrIOJleJiIiIiIjolTHwrysGpzvkd/stgIQuv+k8F2ycDCZSJRn6g/UYk1WmofhYlhhuuG3XlsM+cB/c9w6Ey8mZcLqwwOj2ZFo9V7Vry958kogJ227qLOvj4WByOzWSW36GqFH3daapnMshvucG8bk0NVp/RWUaJJnJKLWyFmRJ6tdpm6tUgoYgzf+9eFmUdbXHH+83wMbBjTGoaaUCrftajVI4OLaF+Pwjrff3fmQytPt+Pk3UH6StKKwb1Aj+5fIeDO6XfnWtus/Szrbi4+aV3dG6mm4t1u961Mac7n74+LXqBtf/qa9/gffpaKuunZuWxyBaGXkkXn1LORmcbhd0UHxsaAA5SWo05E8vQhofDCjTIH9yAchKg23g/leqR/iLJi/qBhARERERERG9CIKB2pMtq3hgTCvjt7wrPf0QN+AfQJKTtMwq5Q+b6FuQZiTAc307RI0NBmQ5PQidzv/P6PYyqnXVSZAkdlkO9+09IUt5BonKcALM+dx3Os8drv+OlNZfGFxWLtW9nXrwuiu4G5Gst9zw5gYSeVrxSez8K7LKNITXXznJu6hR9wFbddJHkNpCkp0JAIh79x8I9u7icl5/tURa3SFIbjdPnOaxrQfkJpYMcDs4BlHjwgAr3Rpe3PmXczV7Xe3b513s1Cmew/ci8fl+/Vhff5yA+hXc9Ka/SH6lnfHH+w2x6lwofjsTanAZa5UE0BjYpBIikjLQUeGN1gYGuXKxl6NbrTJG1/d0tMXxj1rBXi5FaFwaBvx5Od99OtmpfyBIzaOmblKGftmO7cObYsvVxxjYRD9xaopSfzQQH6f79tTpjZ/c8nOkNfrQrO1S3thzlYiIiIiIiF4JgTG6t9MfHNsCi/vVRZ1yrpCkRhlcJ7HrCp3EKgBkVu2s89w2RPc2dlnSY6NtSGk+XXyc8NZaZLuUz0kiGrndP6tsE53nEsF4wkaZrdsbzlBiFdCvLQkAdg+252zHvRqyXSsi3e9tdVu7rRITqwCgcstJSGsSqyqXnISQw80/xcc2j/8zObGq4b2sEqDK1JkmSY8z+j69yr7qqgCQM4DT7IP3DS43ctN1g9MLw5arxs8BAOhVt5zB6SvfrW/1tjjayvBFFz+DiVVTOdvJIZdJUd1Ij1IA+L5nbbzfuAJ+7ucPp+c9V4NjUjF5xy2ExOif20np+slVHw8HTOvoi7Ku9gb3IcgNTzckd5kTpws/mrwuFQyTq0RERERERPTSEwQB72n1OLs4tR28nHJuF3Y+M1d8HNv/EFSuPkiv2R8qD/1bhXP3MHU7OFrneUb1NwEA6TX760yPfe84BK0erioXde9RWfJTAIDrP/oDajlcXQ6bZ/oD5sijbsJjfTvYBv2dM1GZnuetxjqvwUDvQJtnV3PaVqoWACDpjZ8QNT4cmdW66Cyb7VIeuQlyR53nNo//Q6nlCrjveifPtsT32mxweqkVfkD280RytgqlVtVFqT8awntpxQKVXnjZaQYlyxYEZCizYSMr+lSPoUGs3qqT0zu0lJMtprxWTWf++Y/bokFFAz1rBQEQco5radITgwOvFbWONUphymvV0c63FJzscm4UPxMca3DQq8T0rALvI6t8c71p6b49TFpXosoAspWQpkRAFn0Hdve36/RWJ/MV/RlHREREREREVMhWnDV8C7KGdrIu26k0YgedRdLrCw0um22bd81IKNMBACqnMlC5qnt4JnZcAJVnDWQ7V4DSwxeZFVpC5eGrs5os+SmgnbhVZcH57FwY4rbzHcjjg+D29yi4/DMR3ksrwnu5Lz442giAeQkT25DD6uZ7KPR66+aW1OEHpNV+D7HvHhanyeMe6CzjvusdSJTGB9/SyKrYGinNpupNl2RnwS5wn7ptj07ozLO/szHf7b4qNKUgQmPT8Ome20jJo86nodIYL8q0jro/VLzfOKen8+8D6otJ4tzc9g2Cx8Y3AFUGpMlP4bW2GbzWNMk7wSpkF1ri8PcBur1r65V3xbqBjXSmOdvpV+HMHfv4NP2eq/lSqROyKU0mi5OSXl+ELG/T6tR6/1oFXmsaw3NzZ7gemaTTW53Mx+QqERERERERvfSCDNyWqy2zWlfxseDoneeyaQ1G6U/USpw43vxDPcneA3Hv7EN8zw3IqPm896bMBnHvHUNCry1iOQBNAhYA3Hf0gzQuCLi7Fx5LdGvBZlZsKz6WZuXc7m//YIfOchUlxm+dd3ewwckJrXWmyeKD4L20otiDNr32AKPra2Q7l0dyhx+gKlU732VzS+i2CvE91kOABClNJgEAUptOQfSwa3rLuh4eD++lFeG2f0iuBpiRmHpJJT+v3fksKQNng+P05mvKBgBAs4X/vvAE68Wp7XBxajvxVvnc885/3Fa/FmxmCmxCjwPKNNg+OgF53APYBeyBzdOL4iK2occN71DIhvuW7nDf1kOnx6u11K/ghpMTWqN6KUcMbloJq95rAL8yzjrLaGquakvMVQbg4iP1e1Xe1Q51y7lg4+DG+jtTZUAWc1/8fJE8Lx2iLF0fUePDETU+HJDbI76PeUlS51NfmrUe6eKAVkRERERERPTSa13VE8cC1KPYbx3WRH+B50mYjCqd9eflJrND1JiHkGQmodQfDQEA9rfXI91/IOzvbMrZpNwBgr0Hsiq1010/V69QQWYnPraJvAa3tW30dpnU4X9wuPpb/m0DsLFhAFKb90SXX8/pTJ/bvSa61iqtt7zr/qE6z7MqtDJpP3ptbPcNXE7NynOZdEVfdc1aiQTRY4N0BgITHEuZvC/J897BBMSkGL69vG+9cni3UXlU83LC7IM5vYqDY1NRzct47dAXzVCPVdd/PoJdrlrGzmfmIN0vp8SE09lvkOVdD4K9h06ZCklaDGyibwEAZAkhULnrlh+wBkdbGTYNMfA5Is7XT7fFpmbBzSHneNeU8PAr44L/9TT8I0Wp3/0hUaYBAOLe3ic+FuQOugvaOKoTrc95LzVtQCxpZmLOD0OvyAByhYE9V4mIiIiIiOill6lSJzJe8/VCFU9H/QU0PSFlJvZBkttDcMhJBto+Uveis3l6QZyWruhr0qYkWUn5LpNe+30k9Fhv0va8bDLh6WiLUS19xGnNK7sbTKwCgDw+SHwsyOyg9PY3aT96baw71OD0bAcvxPfciOgRt5DUaXFOEkcrsSoua+tq0r6kadFmtfFlpDTSE9XBRmYwiWpqXV5LNKmk7ok6ooVPPksaljuxCgDS9Dg4Xl+R8zwjAZ5busBrbTMgWwnbkKOQJj+FJCtFXEYWG2DW/i0lk+onKmNTcwZoC45Jxa6b6rIGzSu7G95ItlJMpgKAx7a3II9VD1Ym2DgYXue5rDINTW6r97JKcNv5NuuvWoDJVSIiIiIiInrpJT2/ddrFQC1EAJCmRgIABJsC9OiTSJBVWl1/MdvOXf2/rfr24NSGYwFbU7eV95/mse+pE7fZrpWQ2NFwHVht9ve2AgBGtswpK/BxB916l/KoW+o6rbl6uBkbXKqgVK6VofT0Q3qNXojruwtZldpCsHfPd734PtuQ4dPB6HxNwlqSmX9C+lVh7Db/zjUNl7c4HRRbmM0BAGQ/b1L1Umb0kDUjyeexqTPc9g+B159NYfPkvDhdkhFf8P1bybrBjTCpfTU0rKD+wSAmJSe52l9rgKvqRnoR5/UDgl7P1Vzi++5E9IibBucltZ2jN8326Xm4HJ0Mm7DTeW6XDGNylYiIiIiIiF56mnqHrvb6vSWBnOSqyq1KgbabWbULAMDh3ubnPc3UA1IJNs55raYj2UCyQyOtziCoPGuIzzP8+uW7PenzhJJUIsG5KW3xz7iWej0Ynf6bb3BdZak6JrTYuLh+u5HU/jvEDjyNuPeOIqnzUmS7VzV5fVWp2kjs8ReiR93Tne5aGakNP0RW+WYAAElWmqHVX0mONrr1PfeOaobdI5uhdtmcgde0k+v5De5mDarn2VVDPTjzI01+UuB1tAdTcz2WMziaNDPZ0OIvRJ1yrhjYpCI8nWwBAHGphss3NKjoZnC6NOmx0W2r8junpHJ1zef+fwNQD0CX7aBOtmdW64aoD0P0VrG/vx3ue/Kvt0z6mFwlIiIiIiKil5ogCFh3SV2P0MVef6AZAJBkq0dYF6SGk6/GaAaYAQBpYhgc7qhv3RdsTU+uZlbrYnB6yus/ILl1rgFnpDKxt2xuKucKOe3KSASgTm65O+i/Jtuwk3rTooffAPK53Tg/yrKNke4/0OL6jYKtM9L8BwMAUppOQeygM0hp9TkEubqkg13IYdg+3FfwDWcrjfaMdDz3PTz/ag1JWozZ7S4K/RtW0Hle1tUe5d3sdaa910h3mcKmeh5jmRnHgfPJz6zWDmlqRIHXkcUHQR55He47+sB7aUXYhhyxqA1OturPnJRMVYHWk6Y8Mzg9s2JbIJ+eqxpK77qIGh+O9NrvIXbgv4gZcgHZzuUAKYdgsiYmV4mIiIiIiOilpn07blB0qsFl5FE31A8sGF3ca31b8bH2IFVmGbwHmf4fGEx2JvTcgKT28xE96i6iPgxBuqIvkl77DvG9t4jLOF762fi2swzHQHDwtKzNVpbcbh6ixjxEarOcnoiCTU69XLdDYyHTqhebH2lCCLx/raKuL2mA0+VfIEsMRanVWsnrzBR4bHxdLKHgvbQi7AJ2F/zFFCJHWxns5AVL72SpCrfuqqbnqtyMnqt2oces1g5p8tMCLe9weQk817eDx9Y3YfP0IgDALdeAbwWlGdxKk1xNy8pJss6vFQa7uwZKcSjTYRt+1uD2JJmJZrVDsHVGtnPOwF9pdYcYXM7myTmD08k4JleJiIiIiIjopaY9mnpFD8M9vuQx6tvQHe5sLNjGBcO90TKqdy/YdrTETXgEVGtvfJd2bkj3HwTB1gWQypHUaTHS6wzUqWkqiw82ur79g51mt+2FkkgAuW4PTEmW7m3exhKlhnitawNAXV8SKt1btHP3VpWkxUAW9xDeK/3EQYQ0nE/NMnmfBgmCRUl8Q2Z1VgAA3m1YPp8l1SKSMqy6/9yUYlmAAq6oGVguF02PZY3U+qNM2pw0qWAlBpzPfWdwuvzZ5QJtR5vj856rqZnq15aSkfMa3wueDtdjU2Hz+D9xmk3Yvyi1wg8Ot/4Upyk9FDnzI6+b3RZtye3mGZzucOMPq2z/VcLkKhEREREREb3UgmJzRg9vWsk9z2WzbV3ynK+3vJ3heomCg1eBtqOR6dPe7Ft2Ba1EpF3IYYPLyGIfwOXEdPG5yrEMACBqrOk9QItUrlv6Zc9r5ea3juO573UmSXOtJ02P03leanV9uO15z+DmVC4VDU43iZAN92094L6th1UTrF1rlcb+0c0xNdfAZcakZKqQnqVCdHLhJFk1PWPl0oKlnVz3DzM4PWbgaSS3zCkXkNJqFuLe2Y+oD0MQ12cHso3UOLaJvAaoLH+Nzqe+MHtdTe9dTamEvbfVpQpskJNkdds3RJ3MX1oR7nveg0TrRxulRw3EvZ/Tmze55Uyz25JbzMAz+hOzUmH7cB9sHp2w2n5ediyyQERERERERC+1Z4nq5Iq7gw2a+LjrL5Cdk8hI6rykQNtOrztEr7ebodG4TaUZdMYsUludp7K4h1B5+OpM89zYUXycVaoO4t89ZP7+ikC2UxmTl7W9twNSiS0kWSlwuvyLzjznk58h8a214nP7e1tyrw6ZkVvKZXkMNJQfecRVdcIPgCQ9zuwkvCGlXfIuRbHi3foYvVnd6/FhVAoG/nUFAPD7gPqoV94VEgvr5GrTDCDn5lCwtJM8+rbB6YKDF1SulXMmSGVQPq89rCzfDDGj7wFCNryX+eisJ1FlwObZZWRVaJX/viOuGp+nNWAWBCH/msKPzsM2/C6UNfqJdWezBSBDmY1lp0MAAC7IKc8hUabCc8NrBjeV2ngCACBqfDgkqVEQHC34jMgl260yosYGQ5oSAXncA7jtGwybqBuwe3Rcvc9xjwAJ+2Xmp1AiFB8fjy+//BLt2rVDo0aN8N577+HSpUvi/GHDhsHPz0/n36BBgwqjKURERERERPSK+/NCGACgbjnDvVKladEAAEEihcrN9JHtAUCwdUFW6QY609LrFPzv24SuK5BZqZ1lvdJyJXxkz0sdiFSZOk+N3RZcnCnLNDIwMV33eVYq8LUbnA59BLeDo+F6dIreKnahx8QaqmqmJxal6bGQpMeb3mgtjpcWi4/d9g02axvmaqg1Kv3XB3NKHYzcdB3NFv5rtf1kCwIS0tRlFwwNppaXjJr9AQDpNXoh9t3DyKjaBTEDTwNSGTKrd0dqo/FI6G7ktnWJFFHjw5FW812dyfa314uPZTF3xcHebMJOqWvo3t8GAPDY1sNouyTKdLH2rtfqennX+s1WAqs7w+nwJNg8/k88LbOzBUzYflNczEViuPZxbhnVuoqPrZlYFclskO1aUSw9INUqkWHycZ6thNN/38L5+HR4bOoE+ZMLkGQmWb+txVShJFc//vhjXL16FQsXLsT27dtRq1YtjBgxAkFB6oPv/v37+Prrr3H69Gnx3y+//JLPVomIiIiIiIgKTjOQzPnQOIPzNbeIZzuUAqSyAm8/sdsK3QmygiWUACCzenck9NwAwal0gdfVltJ4otF5uW99V5ZrYtG+ioJg64yMyh11puUetMj+UsF6Hztc/118nOZveJAfAFA5lRUf2wX9XaB9aMi1Et42kdcBZZpZ2ykM3x0JMDj99tNEDNtwFYnpWQiISka61oBMO248xdRdur1Nk9KVUD2v3lDQ5Cqy1UnZbKeyUJWqjcTuq5DtVkU9TyJFSsvPkFm1U56bSH59AaLGh4vPlV61AFUW5BHX4LmpE7xW14PL0Y/hvud9AIDrkcmwC9hjcFspzT8VH2tq70rT4+BybKrB5V0Oj4fHLzm9Z+3vbhZ7ru69HYGr4QnivJ4+hus1a4vruwuwccx3OWvIdqmgNxCfqQPGOV78CY5XlsHhznrIY+7CY2dflFpZy+wfIUoaqydXQ0NDcebMGXz99ddo0qQJqlatii+++AKlS5fG3r17ERMTg5iYGNSvXx/e3t7iP3d3d2s3hYiIiIiIiF5hgiCg6YJT4vN5b9YyuJw05Xly1dG8xKb2CNyZPq+ZtQ1rUXnWMDjdbc/78FrTWHweNcZwIq0kSOq0BMmtvxKfO15dpjPf4cJPBdqe8+mvYX9LXSJAyKPmbuzg8+Jjl+OfwHXvIJOTT+qNC5Al65YUkCWGG1n4xdt+Xb8MQnh8GoZuuIZbT5Pw+tL/8P7aKxi75QYAID1Lhfn/BOBUYAy2XXuCbEFAv9UX8cYy9eBMTrYy2BR0RCvNgFZm1h3Wlu7XD4B6kCrv36rCY9tbAABJtlKvDITr4XHi4+QWM5BR+XUkvfa9eEt+bjZPL8L+9jq47XoX0sQw2ISfgdvegbAP2K37cuxcjVYQGO96Os/2R40NfLE/gEgkkOSqTytLMD4wnjabpxcNT39y3uD0l43Vk6seHh5YsWIF6tatK06TSCSQSCRITEzE/fv3IZFIULVqwW61ICIiIiIiIiqIK1q9xADgtRqlDC4nTVUPMJNtQa/R2PdPIKXJZCR2Xmr2NqxBu+eZ26GxcPlnIlz/HgXbsFO6C8odXnDLrEewc0Vag5zR4lWano3ZKsgjruWZJI/vrV9bFQCkz29hFmQ2iHt7r4H1tur1arZ7dByuf5s2aj0ASNJj9ae94J6rI1r45Dk/O9eAYesu6Sd/bz9Tx6rPqpyE2vdHH+JCaBwexeW8Hi8nW7118yJJi4HjjVUAAMEKyVV55HWz1ktr/BES3/oT6XU+yLO2qsuJGbB9fAauRybBffe7sDUwAJRElQXv9BBMk2+GBxLF6eveqaaXiNUjy7uG7osgSzIt+a/5DDV3/ZLO6gNaubq6on379jrTDh06hNDQUMycORMPHjyAi4sL5syZgzNnzsDR0RFdu3bFuHHjYGtbsBNPm1xeMgrsyp7/aiMr6K83JGIMLccYWo4xtBxjaDnG0HKMoXW8jHEsKdeWxryM78mLxPhZpjjFLyxBtxansXNbnhalfuBcxvzz31uBTO9PUfCiAvosiaFMptsC+wc79JbJtnMr8Z9zgLqMgzQtGihVE3K5FM4734fNo1MGl437MACwdQIAJPbfC6eD45FVpSPsb6zRWU6WlQSUb6i77sTHgEQCOYCEgcfhtq6DOE8eex8u/85ClqIXlBWaqycaGvAoWwVpVrxeu+TZqcALfC8+al8Nq849MjpfJegef0kZSoPLyeVSRKfo1vCdsP2WzvOqXo6mH2eCAI/V9cWnsox4i49RedxD89bLtd9MRU/YPjBcNgAAbJ5eMDpPqkpF+8c/wUd+Hn6ScIzKmoomPu5os7dFgdvxIgg2jpBk5dSClSeGmtQO7Tqt2pxPf4Ws+oMAuX2B2lGcvkdMYfXkam5XrlzBZ599hs6dO+O1117DzJkzkZGRgXr16mHYsGG4e/cu/ve//+HJkyf43//+Z9Y+pFIJPDycrNzywuXqWnJ/JSwuGEPLMYaWYwwtxxhajjG0HGNoHS9LHEvitaUxL8t7UlQYP8sUh/hlaHXCW/J+Q+PntlLdo9DOqyLsitH5b1YMHfIfmEk69R48bF9MHcdC9XwgMudry4DGvYHcidUKTYDHl4D2M+BRRqs3q0c7oPZNdSI8V3LVvuHbsPd0AT5/Bjy7BZSpoxsrD/0BtexvrFEnaQfuAKp3BNb1BQKPAU1GAJdWAWXqAhE3Ad831Cu4VwbiQwEALrf+AOrmXUPU2hb2r4+Pt+T06uxRvzwO3HwKVbaAVIkU5Z8fd66uDvAt64rD96L0tpFiwgBg9WUP4XH/GtB8jDrZHHYB2D8VqN0TOD4fsHMBhh8EStcC7u7TWdfeuxLsLT0XK7cGQs/kvUyzMcCF5TqT9D4n3l0NzDXc692o8o2AJ1dgF/cAPvHqQaw6yS4DWcDKIU2BH4ys13EWcOwboPM3RXMtMvEqsMBPfGqXnZL/Z2K2CsijtqrH2jbA1LtmNUf8DAw4AriUAcrWzXuFIlKoydUjR45g2rRpaNSoEX788UcAwJw5czB9+nS4ualHqVMoFLCxscGUKVPw6aefolSpAh6wUI+4lpho2ihrRU0mk8LV1QGJiWlQqbKLujklEmNoOcbQcoyh5RhDyzGGlmMMraM4xNHV1cFqvRtK0rWlMcXhPSnJGD/LFKf4/Xj4gfi4QWknxMWlGFzOKe4JbAGkSj2QYWSZF8mSGNomJiGvVEj86JsQUgQgpehfp6U8NA/CzgNfu+nNT/d5DeldV0BwKgMYeV9l7x+B6wZ10jO19efIcK2Xs6xzbcBArNxz9e7TENa/jfgxd+EReEw94ZL6FndEPB8h/uERAECmew3YPk+u4v5+xD17Cti5mvairaBDVTFyODe1LezkMoTHpOBqeALO3o+At536+EtKSkdcUrrBbYz763K++/k4dDwQCmQGnEBq+zlwX/08ifxMXbMV6fHAshZIfe1bOJ6YqbNunGKQ0ffMZG/9BY+l1YzOVrlXQ2KzmXC/th6SzGQAQFK/bVAa2u/Ex5CHHofL7oGm7bv5WGDn6Jz3/rnONb2BzCydaVnlm4u1SePqjoOkWr88j9nC5QJ8FAKbwINw/j975x0eRdWF8Xe276Y3CBAglNCL9F6lqIAoCCqgNFEQBRW7fvauYKUoKCIIotJ7kd5C74QeSAiQnk2yfXe+PzaZ3dmZbekJ5/c8PMy998ydu5OpZ859z6bJwKVNbq+bAADWBknmFYSAdW+TmwLj389B13+Wz6Nwvgbi9kkELxsOViJD9guJAFM20az+PFuWmnN1yZIl+PTTT/HAAw/gyy+/5Kb8y2QyzrFaSFycXXD7zp07RXKuAoDFUrkeeqxWW6Ubc0WD9mHxoX1YfGgfFh/ah8WH9mHxoX1YMlSl/VhVfkdV+puUB7T/ikdF2n8d64RCKZW4HY/iqj3zu1ldvcKMGSjaPpTIHe/bOQ/9hpCNE7iy9v7vYJaHARXoN5YmhuajYVZG2ee6u3H+WMKa8DLL+7JvskZsQvjSXoJ6hrUhbF5jkTVcthnaAJa2jaA5bk/EFTbPZQxlwOFXetglAMDAYrEhqkAf9UhiFt7bkAAJA0zsUhfLjt0SXf90ila0XgzF1U3cOSaGq2PVWG8gLNKAEjhOFcjt/QWCdr3Jq814Oh62oFr2AgtkjtgEzelfoWvzPGxBNd1u1xLTG8bxJxC5sI1oO3/Twk8cu62toJFLYTE6HNbaAbNhjO2PkE3PwBjb336+K6PK+RyVQcI4ZDutOi1YRaDASpKTCM3RH6FOWA4AYMGAKTjP8rp/gMB9H3C2yvN/QdvnG5+2zhhzIE/eDbR9FFYrC0m2/dxgbBZY87PBqkKL+LtKj1Jxri5duhQff/wxnnrqKbzzzjtgnLRGnnrqKcTExODzzz/n6s6cOQO5XI7Y2NjSGA5BEARBEARBEARxj3E5LY9b/t/ARm7tFNe3csuWqIo55dQfTHX7QtdqIizVWoMxOyLOrAHRMDZ5rBxHVnZkP3sWoWGBYA2KUnFSWcMaIL/9dAQc/b5oHUjksBYjeVpJwDAMZE4z+8M0cgDAunMFyd1YYP6BGz71tX96d3T7fl+JjU370K8l1peh+RgYGwxC0H8vQ6LPgK7diw7HagG20HrI6/mJT/2xmihkP/wXQtc+IdxWg8GQ5lyHucUoaEScq7lQIyJAwdMnNTYYBEhkyHl4qZ+/rHQx1e7hKNjMgnZJXgoilnTn1bGKIKRPOs9pDlsimiJ0zeNO/VgAHxKVBW96Fopb+4HEjcDAXwDWcQ6z8oopZ1LiztXr16/js88+Q//+/fHcc88hPT2da1OpVBg4cCA+++wztGrVCt27d8eZM2fw1VdfYeLEiQgMFHrCCYIgCIIgCIIgCMJftl906ERGB7tPpuIcXWULqlmaQyobGAnye3wIAJBoHdGQ2SM2lNeISo38jjMQcHgmry7ziW1g1OGAOgAwlN60alP9B4rsXLUG1oAlomkJj6h4RAYUPcG4wiXhUff64ThwLd2NtWe0A+YUeRzuYFVh0A76vcT6M9fujvRJFxD694OQ5SQCAHStJiC/x0cA7ImoNHnnBOvVZtLwwKXHwN6t7aj0wdlYLsgces+S/LuwqsL4zamnBatITAXRzAUBluYa7XntUXNjAQDaft/DXL0tbKH1BH1oDn1pd6wCQMJ6hCU4rsnm6m0BadGP09KkxP+KW7ZsgdlsxrZt27Bt2zZe26OPPoovvvgCDMNg8eLF+OyzzxAVFYVx48bh2WefLemhEARBEARBEARBEPcgZ1K0+C0+CQDQPDpI1EZ25xhCVw4D62cW68qELTgGmaP3wKYKA+viHKkKWIPr8sppz14G5OrSz9wNgJX5FkFnaPQo8ju/ifAlPcDYTPa6lmMBloWh4RCorqwDK5Hbo/NKQUuSMWSDVQZ77btakNJj+8AmUdgiktiqkB+Gt8D/NiTgjX5xaBsTgnpLRwEm9/3l9vkGQTtfFdQb4x72OI6KAqsIQtbovZwjUYDINPrWkmuADoDuTukOroQJODwT2gfn8+p8iiCVKqHt9wOCt0/jVQdvnw4AyBq+Bpbodo4GqwkBx3502x0rK/8kie4o8WvO5MmTMXnyZI82o0ePxujRo0t60wRBEARBEARBEMQ9jtlqw4RlJ7nyrRzxhDxhK4YCADd13hTTQ9SusmMNdZ/Qp7JjqtuHXyEvO+eLNSTWq42zjmr2sJUI3P8Rcnt/aa9gGOT2/xHKqxvB2MyQ6FJhC4gW9CG7ewJBO16FNbguzLW6QH/fJHuDD1OsZXeOI2yF3VmZ9txlXjSiK94iVz9+qAmmdI9FhEaBwb/EI8dgAQD0axQFAOgSG47tU7ty9kpTpmg/5uh2yB62GurjswVt2YMXexxDhcOdYxUAVMIEa5UVxY0dUJ37E0G73rBrxMYNheboDwI7U83OgjpLRBO3/QZvmYzMsUccFVah/ABvHIURrRWQskmxRRAEQRAEQRAEQRBlwNqz/KiwbL3nF/ZCXKewEhUfVhUGXdup5bNxidQ+TRlAXvcPkfbsZWj7fQd9i7GwBtZE9tDlPHNL9fuQPWwlrOFxTn3IwLBWAIDqrNCxKNEmI+zfIZBlXoQycSsC938IWE2QJ+1F1NxYRM2OEV2vEOWVtdxy0PaXPf6cULXcbVv/xlFgGAa1QtRQyaXYPKUL1/bpYPfOMzGyh6+x63E6RywCyO/4KsyuzvLKjA/OVWODh8pgIEXHXPA3YqxGBO16AwAQvHUqwhd3hSLlEM82bWoych79V9CHNbKZ2/6lebd5DtXCyG53GOsN9HnsZU0FFXcgCIIgCIIgCIIgCP/582jRsq4bmo8p4ZEQZYGu7VQorm2CKbZ/mW87+7G1gNUISO1T6o2NH4Ox8WNAr0/97ivg6PfQdXqNVxe+TOhsjJrHj0QO2v2W/dh1iqKUZl9D+J89eXaqq+uR62H7NUPE5TGGtozGG/c35NXJJAziX+kBBuAlMHeHqXYvKJJ2I2PcMa7OXKsLTDHdIclLQV6Pj2Gu08trP5UKZSAMLcdCknMD+qZPIGSLY4a3MbYfzNHtoS+vDwM+YgltCPmdY4J6qfYmr5xTDD3bqHn1kDb5OiCVQ33SIT1gbPY4lOf5Hyi0A+cVeTulDTlXCYIgCIIgCIIgiCqBxWpDUjZfBmDJU22Fhma9oMqmKd/s7UTRYJXByBq9p/wGIPWsVVocGIvwOBUjak5tbro2AIFjtRDZneOwRIucDwAClTIsGdMWeSYLQgMUeGLhUQDA9J71IZcKJz1LvDhVzTU6QH77CKyBNZHz8J+iNjlD//LYR2VH3/dzWCw2KK5t4eryO86AroPnKOKKgqH5aKgTlnu1M8X289huU0dAos9w264+uwj6VhMRcMwhNaDrNxPKVkOBv0YBALIf/ReQuo+uLm9IFoAgCIIgCIIgCIKoEiRm8p1Rb/VriMbVhIllVJdXCVf2IQKPIEoac1QrACJTnlmbX/0Eb50KmPIBlnVrU6i/6o7G1QPRrnYoGlcLxL+Tu2DJ020RpCpaTB5b4HTO7/JWkdavUjhp47IK8QR7FRFL9TZebYyxA7za5AxZAlONTsgathppU27AVKMTrz1w3wfQHJ7JX4mRALLS+3BR0pBzlSAIgiAIgiAIgqgSZOTzNfuGtqwhsJHfOoCgna/z6vRNHi/VcRGEO0yx9wMAbAHVubrAna8hak4dv/sK2vM2GF2aZyMfnbbtY8PRvEaw32NwbMeuJQuGJkyzMofkAiv1nDisQuHywSnziW2wKfjHhHagMDGZK5aolsgZtgKWGu0BiRTaB+cLbAKOfsctZw1bbV9QhXJ1ZpFkWRUJcq4SBEEQBEEQBEEQVYIVp29zy51jwyCVCKNRQ1eP5JWzH/4LeUXQyCSIEoEpcMsUOj1tFqjPL/O6GitTC+pUF1cg8nf+tH+bMhSGhkO4csiasvmQwNjszlVWIi2T7VVk+M7VyhON6Yy5ehtYI5oiY8JJWMIbAwBsqjBA5Dj0BqsOR85DC922W8MKNH5rtYOu+/+QM2hRkcZcltAnBIIgCIIgCIIgCKJKsPNyOrf8wQONBe2aoz8I6sy1u5fqmAjCIy7OVdndk7xmmzwQuQNmI2TDWBjihkLX5nnIsq/AWP8BRM1rwLO1hMVBlnWZK+taP4P87h8ALAvVlXUAAMWtg6X2U/gDt9j/l5DbiRctLKm4uqFiZDx1CLKMCw5dVakCWSM3QXFjJ8y1ih5NaqrXH5lP7kD4sr6CNrYwYpVhYGw3BRaLfxIZ5QEd5QRBEARBEARBEESlxmSxYeP5u7y6iAD+9FtJ/l0ExH/Fq8sRmZ5KEGUL37katvIRfqs5D6bY+5E2NZmrs0Y1BwDkdf0fFDd3wthwCIJ2vQFWFcZbV9+mIEO9y/RuiTYZtuCYEvwNInCyABS56qyDK9DWreDYgmNgcj1WpAqY6hf/d1jDGwnqdIXHbCWDZAEIgiAIgiAIgiCISs2iw0n4dJsjYm96r/oCm+BNk3jlvC5vwVT/wVIfG0F4onDaPGMz+72uvs1zyBn6F9iC6FD57cNcW/qEU7AFRIuuF7G4DPQrCyJXSRYAsIXUdRQUAeU3kApIxtPxvHJ+p9fKaSTFg5yrBEEQBEEQBEEQRKXml4M3eOXR7WoJbEyx/bllVqaGvu3UUh8XQXiDLUgQxJjyityHNC9F2K86glfOePow38BmAWwWSETW5XfEQnbnGBhDtl9jYgplASihFWwB1ZE1fA0yn9xR3kOpcNiCaiGv85sAAFNMd6CSatLSUU4QBEEQBEEQBEFUWhIzdII6hhEmsmKdtB919z1XqmMiCF9hlUEAAOX1LYiaLZyqn9vjY++dFDoyC8hv96LQJKgmryzNuYHwpb0AAFmProSlZkfRrpUJfyN4xwwY6/SBdshi72MpQKLPBOCkn3mPY4luV95DqLDo270AY9xQt5HWlQGKXCUIgiAIgiAIgiAqLSdu5fDKdcPEs1dLDJncsq4dRa0SFQNW7nmauOKG92hHxmbllXWd3/C6jirhb245bNUwMPoMMKZcod2lVQAA5c2dkN05DrhsSxSWBVNwvtlcImgJQgxbcG1AWrmSfTlDzlWCIAiCIAiCIAii0hKk5E/IrB4kMq2UZaE5MRcAoGszBZCJO2AJoqxhpQqP7XqfEvz4n01dc3w2rxz5W2tELGjhcZ2wFQ8jYkFzSLOvee7cogdTkNDKViB7QBBVGZIFIAiCIAiCIAiCICotJqvDsRSikmFK91iBDaNL45ZlGefLYlgE4RsSYbSett/39ihSRgpzTDevXRgaDYfm+BwAgFVTvchDYVgrGEMWGNYIBNQEbPYyb7jmPIQtfwDpz10S7UOaeRma4z85KuT0IYOo+pBzlSAIgiAIgiAIgqi0GMz2CLneDSPw9dDmojYSfTq3bK52X1kMiyB8wjVyNbfXZzA2Hu5XH9aIxsgathqqC39B136aW7vMUbsQvrS3x77Cl3SHxGiX2ggOj4M087LAhrE4dI6VCf9CmbgV2vu/B+RqhC/r42JME6aJqg85VwmCIAiCIAiCIIhKhcFsxbSVZ9G4WiBqBNtlAJQy904caU4it2yqN7C0h0cQviPhu2UMLZ4uUjeWGu2RV6O9RxtrWENkPHUIEYs7ux+O0aFhLOZYdSX4v5cAAFFXN0Lb/0dem6l2L6/rE0RVgJyrBEEQBEEQBEEQRKUhPc+IB3+OBwCcSHY4gtRyqdt1NEd/AABYQuvDUq1V6Q6QIPyAMWrLdHu24BheOW3yNUAiR8T8ppCY8/zsjJ/cKnjbi/xmJemtEvcGFJ9NEARBEARBEESxYFkWHWbuwfSVZ8p7KEQV4OLdPOTozYL6wuOs0LHqisXGuu1Tnn4WACDzloiHIMoa1uGgLKvkT7m9vwQAWIPrAFIFwDDI7/Kmx3UsEc34FVYjlBdXeFyHlWuKNU6CqCxQ5CpBEARBEARBEMVi2kq74+rA9SzkmywIUNBrBlE0Dt/IwtR/z6BxtUAseaotACBLZ8KuKxloHh3kcd1eDSJE652TWRFERcNcoyO3nDHhRJls09DsSdhUYbBEt+XqbJoot/amGp1gjBuCoD3vcnUSXQaCd7zieUMM3QuIewM60gmCIAiCIAiCKBaHEh3ZpE0WGwIUHowJwgM7LtsTT11MdUxPHjL/MIwWG0JUnl9fG0YFCCtZFpEL23DFrOFrSmagBFFSyDVIm3wVkMjLLvkTI4GpwUO8Kpummqhpbo+PYGg+BpDIYK7RESEbxkKadxsRf3QUtXdGYsgskeESREWHnKsEQRAEQRAEQRSZtWfv8MpWD1OzCcIbrlP7DWYrjBYbACDHYPG4bq0QlX3BlI+gve/CVLMLJPoMfv/R7UpusARRUkiV5T0CsMoQbtkaWh/SXq9CG9AQxjCHHIA1shlsmuqQ5t322Je+2ZNQnf8LhsaPldp4CaIiQc5VgiAIgiAIgiCKzMdbLvHKN7L0iAwsf0cBUTm5kpbPLe+5moEZq8/5vC7DMAAA9fk/oUr4B6qEf3jt+e2nl8wgCaIKYg2pyy1rn96DsPAgWLPygYKPG4XIU08K1s0e8idC140GABgaPoy8Pl8jr9sHgEIkmpwgqiDkXCUIgiAIgiCISoDq7GJIs6/BGlofhqaPA2ArRLSTKzqT1bsRcc9gtbG4mJqHRtUCIZMwXu3P3cnllt05VtvGhGDmI81xIjkHGfkmHE3Kxoj7anLtktxbousZWjzl5+gJ4h5CqkT6pASwYCDzQ57AHN0e5jq9oO3/I6TaZOjavWBvIMcqcQ9BzlWCIAiCIAiCqOiY9Qja/RZXDNr9FmzKEGSMP2HP9FwOsCwrKgFgY0kWgHAwb38ifj+cBACY9Uhz9HCTdAqw6/X6wv2NIhGolHF9PdKqBtcmyb8DzelfRdezBUT7OmyCuCdhFYFebTJH70H4nz25svzOUQCAsdGjpTYugqjolJFa8j2AzQLZnWNQJG4HrKbyHg1BEARBEARRhWBsZkGdxJgDaeZlv/pJztajw8w96P3j/mKN52aWHv3mHESX7/YJ2khzlXCm0LEKAK+sPoc+P+13G928xkW/V4x5I1thZJtabtsDd70lWp8xeq/XvgmC8I41tD6yRmx0lN0kwiKIewlyrpYQAfs+RNiKoQjZMA6R85sC9MWeIAiCIAiC8AWWhebwLGgOz3L7DGnI14rWK1IO8cpmqw1bE1KRmS/+sX/WzqsAgHyTFQZz0abvj/vzBIb/dgRaN8mF3lh3Ad/uulqkvomqT57RivXnxJ2oERq51/Xb1Q712K5M3CZabwut57VvgiB8g3WSpDG0HFd+AyGICgI5V0sIzZmF3DJjNUJ+O74cR0MQBEEQBEFUFiTaGwg4MgsBR2aBKchsron/GoH/zeCcrUFnxac5B+57395H9nWELbsf63ftxDsbEjD+zxOi9i1rBnPL6W4csJ7YezWDp4npjqXHbmFrQqrf/RNVC1+m+aflGbHzcjo+2JSA48k5gvaIALvsRYhKhtmPtfTYF2MU/wjBMlIfRksQhK/YVGHcsq7Nc+U4EoKoGJDmainBZiUCNTuX9zAIgiAIgiCICo5El8YtK69vhqHZaAQc/R4AYGj2BCw1OsAkFU8Mko5QAEDEnz0AAM9mjsVnWIqbWXpR+zn7Ernlokzf/3DzRdH6f8a3x4iFR3l172xIwIAmNF30XuZ0itBZCtgjp19ZdRYTu9TFODcfAgpZNLoNbCyLGsEqr9uLXNCMW7aE1IP2wQUIOPQF8ju/6d/ACYLwCBtQDTkPLgCrCquQiRUJoqwpl8hVm82GH374AT169MB9992HSZMmISkpyfuKFZgkWxSvHLTnnXIaCUEQBEEQBFGZYJz0+oN2vQnGnM+VJYdnAwCu5opH3kUiG5E/x/HqElWjMEByRGB7W2vglYuiYhWsEo/NiA3X+N8ZUeXRKMSPlzn7ErH3WqZXxyoAVA9S+uRYlWZf45WzH10Ba0RjaActhDWisW8DJgjCZ0z1H4C5ZqfyHgZBVAjKxbk6Z84cLF26FB9//DH++usv2Gw2PPPMMzCZKlEiKBtfo0rO8DWnZDZjWY6GIAiCIAiCqKQwFr7TM3J+E245JHk7YLOg89WZAIATtoaINSzFo8YPndYXRqn+ovgW2Tr+s/UPu6/zyhY/vasX7uYiKdvg3dCJ1Fx6Jr6XsZVhcjPn7OWAPbKOIAiCIMqCMneumkwm/Pbbb5g2bRp69+6NJk2a4Ntvv8WdO3ewdevWsh5OkchNPIKouXVhXDYS0owLUCRuRzSTVd7DIgiCIAiCICojVs8OSOn+L7nlNpIrAIALbB2v3f62P5FXDlDwo18nLz/l4wDt+qxPL3FEGb7SpwG3/N7ARgCADnVCBes997fv2yCqHkarQ3P1o4dKL3rUNWrVEhJbatsiCIIgCFfKXHM1ISEB+fn56NKlC1cXHByMZs2a4ciRIxg8eLDffdpsNuTn54u2SaVSqFSOaSTu7ABAIpFArVZ7tc3c9hVqmFnEZB4A/uoPANCZWbAsMNr4Jv5UfoFsNgDmgvUZhoFG45gqpdPpkJ+fD4uIwLurrV6vh83mXgg+ICCgSLYGgwFWq/sMsf7YajQaMAwDADAajbBYxDPH+murVqshkdj9/yaTCWazGQAgk0mgUIC3D93ZiqFSqSCVSv22NZvNHqOrlUolZDKZ37YWiwVGo/uXKoVCAblc7ret1WqFwSAeXSKTSRAQ4MjG6skWAORyORQKezIBm80GvV5cx81fW5lMBqXSrtHDsix0Ol2J2Ppz3hf3GuHuXHa11el0YN1ECIldI3y1rczXCLFzuSSuEcW1rUzXCJlMgsBABVcuqWsEwD+X74VrhLtzuTSeI8RsK/s1wvV8Lo/niNBQNaTSkokbKOtnS2OuFgozC7Wc4eoKny0BIPfMOihN9oKNZWAzG2CQq3DC1hBtJFd4ts6cv5EKXbMwzDuYgsVHk+3rm42cHkCWCcjLy+P2KeD+mBj4w35e3/fXC8RDTbuAZYFQjRwGgwGfDayHXw/dRKbejM3n7cmsbqYa8N6ak3i6WxwaRtr7rmjPlmIEBTn2Q1W6bwCl82wJCO8b+fn5OJl4FzaTAQ0jNehZJxA1NCxuZRvBSKVgpPZ+WdYG1uz4bU93jMGY9jH4cNNF9GoYAZPJ5PW+oU7YhHwTC5kEUMoY6Dq8XGmfLR3j419Xq9p9ozi2vpz3hfvP+XfTs6Xv1wiZTMnZ5ue7f1ajZ0s7Yue963uOJ1t30LNlJXq2ZMuYLVu2sI0aNWL1ej2vftq0aeyzzz5bpD6vXr3KAhD917//QDYzM4/7p9Fo3Np269adZxsREeHWtn1NCcu+H8z9qxvCuLVt3LgJ12dOjo5t1qyZW9vatevwxtCmTVu3thERETzbbt26u7XVaDQ82/79B7q1BcCzffjhRzzaJiXd5WyffHK0R9tLl65zthMnTvJoe/LkOc72hReme7Tdv/8wZ/v66295tN2+fTdn+8EHn3i0Xbt2I2f71VczPdr+9de/nO1PP83zaPvbb39wtr/99odH259+msfZ/vXXvx5tv/pqJme7du1GL7ZfsTk5OjYzM4/dvn23R9vXX3+L63f//sMebV94YTpne/LkOY+2EydO4mwvXbru0fbJJ0dztklJdz3aPvzwI7xj2JNtUa8ROTk6NjIy0q1tmzZtef3Wrl3Hra3zNSIzM49t3LiJW1u6Rjj+0TXC/m/hwoXcuVyS14gPPviEs63K14icHJ1H29J6jqBrhONfSV0jrl69WhKPqpXi2bJR4yZsWnoue+h/HVn2/WC2WZTErW2dOnXYum+s5/4pouN8Pia6di25Y6LuG+vZpNvZlea+cejQUZZlWTYnR1fl7hul9WzpfN/YsWOPR9uQbk9yx2SNCbM92vpz33i+vZzNPbqqUj5b0n2jdO4bV6/eoGdL+H+NyMnRsSzLsn//vcKjLT1b2v/RNcL+rzJeI0rq2bLMI1cLvyIUflkoRKlUIidHPJtkcZDLpQgLE8+u6opMxrd1/opfHKRSic9jkEgYnq0nLznD8G1lMvFEB4U428rlvtsq3AjRO9sWfkXwZhsaGsD1rVTKPdqGhGg4W5XKd1u1WuHRNjhYzdlqNJ5tg4KcbT1nQQwMVHG2AQG+2wYGehboDwhQ+myr0Thsg4LUHm0B+75w/t8darWC6zckxHPCCpVKztnm5Hi2VSodthaL+y+BgP3YKrRVeP6z8Wy9UZxrhCdcz3uJxP31xNXW03lP1wgHdI3gj9kXW3+uERqN47yna0TJP0fQNYJvWxrXiNKitI6JDDYE26yt0V963Hu/UgkiIwJxRFUXMCV4tE3NNaK6T6MVHhM6kWhuZ3jHhDHda//dv9uHxC8GVYr7RuH1NDhYXeXuG6X1bOl83/Dl3uUr/tw3EFoHge0eAUD3Dbpv2HE+5+jZ0vdrROGzn7cx0LOl0NYbdI1wUBGuESX1bMmwbFHyhBadLVu2YNq0aTh16hQvFHr69OkwmUyYO3eu331aLBbcuZMp2lYaIdf6zFuIWd5LMHWrm/47/PV8P8T81gIAkBXVCRj+BxipjAujlkolkMlY5OToYLWSLEBRpmVIpRIEB6uh1eq5fVjVp2WU9NQtqVSCiIhgGAxWWK22e2JaRknYOl8jpFIJpFIb7zh0ZwtU/mkZxbF1d96LncskCyC09XTeS6USREaGQK+3wGq1kSxAEa4R3s5lmrolbut63ruez+XxHBEdHeH1Id5XyvrZ8qvtl7H6zF2o5BK8LvsLz8g2Ya6+H56WbuPZ/WXpjYHTFnB/57M37+LmP6/iUXY7JwuQGdUJ4WnxAICLthg8Yv4YErljvM6yAADwRr+GGNqqBld2/tsN/3kfrqTmCcbbsmYQfn7iPp6temYNFJ5C2RMOg1WF49H58biba7/WSRT2MZx4o3eFe7YUIzAwAKGhAdBq9dDrDVXmvgGUjSwAwEKhYPDOitNYeTIFYzrUwvM96gMADCYrvth5HRl6Gy6n5uGfCe0RJHN/7fHlvqE8vQiafR/D1mgQLEMX2EdQyZ4tXW1dr6tV7b5RHFtfzvvC/WexMFxiNXq29P0aoVLZHayZmbnQ6UgWwN9rhMGgF7znuLOlZ0s7lf3Zssydq6dPn8aIESOwbds21KnjEOJ/8skn0bhxY3zwwQd+92m12pCZ6f4gKw06zNyNGbJ/8KJsNVcXa1iK+Fd6oPqc2lzdzaZToO77DleWyexfCLKyxLXdCO/QPiw+tA+LD+3D4kP7sPjQPiw+tA9LhoqwH8PDA0pMc7Wsny1/j7+J2fsSubIUVlghRaJqFM9uqexR9H/uR16dyWJDrZ8dz9Tnx15Fs0WOZFOxhqVet39kRk/R+g4z9wjq2tQKxieDmqJaED+aKXT5QMjTzwEA0sefAKuJQmKmDiMWHvVpWxWNinBMV2YK91/smxsAAE2rB+KPMW1LbXshqx6DIuUQjPUGQvvQr6W2nbKEjsHiQfuveND+Kx60/4pPRdiH/jxblswTqB80adIEgYGBiI+P5+q0Wi3Onz+PDh06lPVwisxfY9tjpmUkHjF+hBu2aphimo5PBzWBxCVMu84F/yNxCYIgCIIgiHuHJ9rWwqh2tbiyFfYoiQNozbPrHCyMplXIHI/zRlaOqEDPUzgB4IsH6kIK9xEfhQSr+FPpwjVy/PLEfQLHquzOcc6xCgASQzYAIDZcgwMvdYda7hjjoJ8Ped0uUfVoUj2wxPoK2P8xgra/BFjNCNj3AZSXVkGRYj+uZKknS2w7BEEQBOErZe5cVSgUGDNmDL755hv8999/SEhIwMsvv4zo6GgMGDCgrIdTZBpEBiD+lR4Y8/BQ9DJ9hxa9R2NAk2rlPSyCIAiCIAiikqGSS/Fy7wZYPKYNaoao0L52CP4a2w7WuCE8uxXhz4muP8z4AU7YGuIJ07sAgNzeXwpsCh2lPSWn8MSubriqesrruLQG/jS6L4Y0E7ULW/EwryzV3uSW5VIJdr7QjSun5plgMHt37BKVH+e/8/Pd6vm+osUA9clfILvtiHqWZiQgcOdrkN09Cc3Jn6G6+C8CDn4KzakFCN72Imena/tCiYydIAiCIPyhzJ2rADBt2jQ89thjePfdd/Hkk09CKpXi119/5bQ6KgsShkGvhhHYN707RrapydUv1EzkG7IUBk4Q9yoWG4uXV53FvmsZ5T0UgiCqAEaLDQeuZ8JIU8yqJE2qB2HNMx0xd2RrNIgMQFb9oUiw1cZpWz00MCxG/87is7wiGnXDo6aPUL2J3Ykpyb/LtX1bfTM+vb86tj1kQbPqgXgvYifXpoRQn69QMeyTrZd49c2ig9AmJoQrM6Y8BO5+B7KUw4I+gnbM4JWlEgaDmjmCEDZeSHW7D4iqw66LadxyoNJ3PWTVpVUI3P8RQtY/zdWFLR8I9fllCPt3MFenuLlbsK6pXuUJ1iEIgiCqDp7TZpUSUqkUr732Gl577bXy2HyJo5TxfdSDx3+IhP0xaHLyQwCAKS8DiqCo8hgaQRDlzLQVZ3DkZjb2XcvE4Vd6eMzwSBAE4Y1vdlzB6jN3MLh5dbz/QOPyHg5RyrSLrY5uJnsU6jdDm6NWiHh25fcGNsLAJtXQqW4oAIBVBnNtj+b8Aez/AwCwounjUF9wOEOjmUzcYKMdtr8eBgPg58dbY82ZO1z9D8NboF1MKMDaoLy8FtLMi9Cc/AWM1Qj12UWC8Uj06YApH1A4kk+8O7AxNpy3O1X1JopcreoYzFZMXnKMK8v80EOWpp8HAEhMWq6OYYXHjCzrsqDOFlRLUEcQBEEQpU25RK7eC4R3fQY5rP2BUpd8mpeVlSCIe4cjN7O5ZauNrgMEQRSP1QUOr/Xn7nqxJKoCCpkEh17ugc2TO6NXwwi3diq5FL0aRkAlt0cH6luIT/lXX1jOK0tgvy+dva3FsaRsJGcbkJRtwL5rfG3XznXDoJBJoLy0GsHbXkDAsR/BWN1nmgYA9dnfeWWZhMGDTe3RqzZ6Lq7yLDqcxC3XV+uhPj4HTL5vEcsSA//4k6WdKdGxEQRBEERJQ87VUoJhGEgY+5S9uB1jodn1ZjmPiCCI0kRvtnJTKd1htNI0XoIgSg5yUN0bSCUMIgIUfq7kPakVAEhgvy+NX3oSk/8+zdV/sZ0fEVg46yLIj+fZwIOfAxYDr06jsDt/8yhytcozb18it7yDnYjAg58hZIu4ZjAPiwGqy2u4ovrUrwj7+0Gftpn98F/+DpMgCIIgSgRyrpYiQdBzywHn/0S23kyRawRRBbmjNaD/nIP438YEj3Ym0kgkCKKYSJyURT7ecsm9IXHPY1MEe7UZIRVqVgKA8+NqofxVyJonwFh0fo1Bffo3XllS4KT97dBNMXOiClKPuc0ty28fgSTvtgdrQHN8Nq8cuO99n7aT+fhWmGt393+ABEEQBFECkHO1DHll7p9o//VuHL6e6d2YIIhS49+TKVh/7g4MZiuupOcjNdcISzGiSt/ZkACjxYYtCWm8+qQsPa9MCWgIgiguzk4vkgYgPKEdf8irzWTZeq826yZ1BAAokvd5tMt8cqewUsqPuG1SLZBbtlDAwT1BKPJ45YhFHRC8/mnAwn9GkuSlIGjbiwg48q3XPtMnnoW+xVgAgLlGR6Q9nwRrZLOSGzRBEARB+Ak5V8uQdcp3AQAvLz9ZvgMhiEqMyWLDq6vP4e8TKUVaP0tnwpf/XcGHmy+hxw/78eSiYxj0Szy6fLcPeUZLkfo8neJIuPDjnmvYdy0DLMtiYTw/MsdkpRdJgiBKFm9yJMS9C6sKBRrc79VOCZPbts51Q1HjyhLIk/YI2tKmJvPK1vA4gY08+QCv/FCzatxyUe+5RMXHYHbIPkzp1UjQrryxA6qEf3h1AQc+g+rSKp/6Z1WhyOv5CdKm3ED2sJUAJQslCIIgyhlyrpYie1V9RGpZ3MrWi9QTBOELmy+kYvfVDHy944rP61xKzUNanhFvr7+AAXPdR/IM+jm+2OP740gyXl51Dh1n7cU6l6gyo4U05giCKFlStAbvRsS9y4iFXk1qM6mQSRjEv9JD0DarK4ugve8hdO0oXr2h4cMAAG3fmfb/77dHG7ISOc9OmbiVV3bOGH8lLV+wvbO3teg4cw9+3HPN67iJisvra89zyy2qyUVtGIsjIVrIujFQXV7tsU+WkUDXehIyni54VmMYQCIt9lgJgiAIoiQg52opcrO+MFPrb/KvOe0qgiD8R2f2zUGZkW/CO+svYOmxZIxefBwP/RyPbRfTPK6jM1txR2tA7x/3C5J5eKJ5dJBPds6ZcwmCIEqC2XsTy3sIREVGFQJruD1yML/9S6ImtZgM9G4YAQnDoFqgYxr/qokdEBn/scDeXKMD8rv9DwBgbPo40qYmw9hkBAAg68n/kNf1XZ698sJy0e1O+ceeQKtQHsBgtmL80pNgYf9Quf7cHd9/J1EhsLEsTBYbDiZmcXXBplRRW1ZRIBFh0UNxc5fHftOeT0L6lETkd38ftqBaJTVcgiAIgigxyMtXisQ274oHjF/w6vpKT5JzlSB8xGpjcSI5hze9TC51TP3ypJM66Jd4bL2Yhm93+Rf9MmT+YeSbrFhx6jaydO6nSnJjsNlw7k6uT327arISBEEUl20X0wT6zgThjPapXUibmgxreGPR9kWKL1E3XAMAeLhFNFcfE6qGIoU/28MaVBvZw1bBFlhDtC9raH3o20xG9iOOKd/BO2a4HdsnWy9h4NyD2HEpDT1+2M9r+3Bz5UvYxrIsnl1+Ch1m7sGl1DzvK1QhWJbFoJ/j0e17hzbvS/3iIM0Sn2mkPv0rJNokqM8u8d45wwAMvT8RBEEQFRe6S5UijaoF4vMJw3Fz5F5e/XfsV+U0IoKoXCw+koRnl5/C9JVnubqdl9O55WsZ4lmLTRYbrH4kynixRz3R+ps+OCxuZdOUXIIgygabG33V8z5+4CHubSwRTdy2jetYGwAwsUtdzHykObY93wXq43MEduZanX3alrlWF15ZfusgYLbfsxtFBXD1a87cgdZgwRvrLnjs79xtLc446ZtXVG5m6XEiOQcAMHrx8XIeTdlisbFIz+d/lB7frR7A2j+EG2P7I7/jq1ybLCMBEYu7IHD/h4K+sgcvLt3BEgRBEEQJQ87VUiYmVA11FN9x05c5Wk6jIYjKxex9iQCA4wUvKmarDfE3srn2H1w02VJzjVh2/Bb+PMZPsuGJLVM6o1NsmGibweI+MraQlBzvztUe9cO55WNJ2T6PjSAIwplcg3gCoHc3JpTxSIjKiDWsIYyx/WGs2xdZIzbw2lRyu3alTMKgZ4MIhEmNCDz4maAPmzLU5+3pmz3JLYeuHoGQjRMBANN61fdp/dY1gwHYZ6mMW3oSE5adRK7BAp2p4uqXZ+rM5T2EcuNauvCDd4haDsZk//hjDWsIffMxXvvJGfQ7zHXF8lYQBEEQRMWFnKtlhCFuKK+892oGjt7MxtJjyegwc4/P04oJ4l7m7G3+eeLsaAWAqf+exqydVzGnwCnriem96mPf9O4I1yjQuFogxPLMbjx/V6SWT2Km42VCI5diQOMoXvsrfRrgiyHNuPLkv09Tdm+CIIpEvzkH3bZl+iBjQtzjMAy0gxZCO/gPWKq19mxqFp/Sbqo/0OfN5fXg67Uqku0zuVrU8E2n/Eq6PeGVczTkv6dS0OvH/Zi997rP4yhLtiTw9UUT3cywqYok5/Bn+0zsUgcAoDr5q72CtYHVRMJUp7fo+iwYpE1Nhim2HwBwHwAsEU1LZ8AEQRAEUYLIynsA9wq5A2bDoE1H6N39MLNSTPv3DK993J8ncPDlHpAyAMOIuXkIgvh211VBnY1lkWuwIEQtR2Km92n8HeuE4vMhTRGs4mevFXN3bjyfig8fdD+N0mZjMbcgmUyfuEh8PrgppBIGz3atizCNXLCNQq6m69DQaVokQRCEv0zoXAfVAhX4Yrtdz3DkwqPY9nwXeoYgfCav+4cI3Pe+vWA1A4wEQTtfgzTrCixRLQX2ptq9YK7pmywAAECmElQF7nkX6PkJAhRS5HuJQM03WbHs+C0cd5rx8cu+K+gtOYN/D+sw1Y2kT0lyKikbrMmMWsHC3yLGilO3eeURvx/FkRk9S2NoFQ5XKaVgpQxw+phs01QDAOR1fQfhIgmsch5eyitbqrVGxlOHYAuIEtgSBEEQREWDIlfLEH2PDwAAWmhE27t8uxcdZ+0VbSOIexGVS/K3C3eFkTSdZu1FvzkHcdHHxBEDm1YTdXrOG9lKUNfSS3TNxrO3kWu0T9NNyTFAKrE7NeqGa9w6VoGqqY94JT2/Qk/VJIiqxpRusZBLHdfIHIMFR25ml9+AiMqHxeEMi5pXD1Fz60KV8Dfkd49DfXYRzzTt+STkDPEh8ZALZhcnrfrM7wCAF3x0jM7aeRW7rmRw5Suqp/G74mv8ofgCJwskg0qL1Fwjhs7ej0fmH/Z5nWqBCtH6c3dycSOzakexus4aytKbAZ3jb1coCWCNaApTra6C9c21ewjqbMExgFRZsgMlCIIgiFKAnKtliFJpfziQQ1wzrRBXMXiCuFex+JGUaoxI4oj6EfYPGV8OaYrxnWqjT1wk+sZFiq7frnYo9k/vji1TOuPTQfZo1UJnqTuSnCJlvTl3Px/smNZW1c7x+BtZeHLRMTy95N5K3kEUHYuNxbQVZzBnX8Wc2lueWKw2zNl3HTuckve5UujAeahZdV79VJdZMQThCcbifbYHAGQNX1OQrd3/qOjc/j+J1g9vXcPvvpxpK7mCSctP4XKabx9Wi8I3/zmy3OebPD+7AwDLsqgZIoxwPZ2ixbg/T+CxhUehN1fNj5BickdWGwuk2hOVWTXVAbkjuCTnkb+RMWYfsoatQl7nN5E2me4FBEEQROWGnKtlCMvYkwVI4TlJji8JcgjiXsAf56oYfz7VFqsmdkCfuEg8370evnq4GQKV7tVQFDIJwjWOqJOTt7Qe9VEbRwdyy98Pa+FxLP0aR2FCJ3s25rn7E4v92yoSLxQ4dG5k+faiThAHr2fiYGIWFsYnlfdQKhxbL6ZhYXwS3lh7nlc/7s8T3PLXQ5sDsCcfKg6k/3xvYw3xLXrUEt2u6NsIa4C0qfwkk8Gbn/VbvmKcdDMmSDcJ6kf9cRwrT6X41Zcs5TDCf28H+S33Gsa3tQacvHgJE6UbEYkc0WRNzoxZfBwdZ+3FyVtaAEDXeo5Emc6yBieSc6rcB1YAuCXy7jK4aRiw81MAAKsMFjjnbSGxsNToAH27FwCp+9k+BEEQBFEZIOdqWVLgXA1gjFDC/YOVnqbWEgRSc4288j8nHS9PT3eI8akPmVSCmFC13y9xzvaeNOFsTt9JutYL99pvjwYR3PJfx2/5NaaKCjlniKJgsnr+yHgv46xb6Hx+OSe+bFo9EO7w9ZxcdDgJHWftRe8f9xdhlERVwNjoUa82WY+tL5FtpU84zS0rr24EWJuo9M78x1tj1cQOvDolTPhA/gfeky/m1feUnAIAfL79Cu5ofQ9MCFs1DNL8uwhdPcKtzasrT+OIair+J1+Co6opmLDspNsZKjaWFbSNvK8Wt+wsaTR95Vk8OO8QbCyLrCqUhO6wkyTJ/Y0iMaFzHbS69gtw0+7AlmVdLqeREQRBEETZQM7VsoR1OGnelC1za6arolOGCMIftAb+FLyvnKbnje1YG3+MaeNx/fZ1Qou87V5OTtAsnZlbtthYWJycQoXRp61qBvvUb1yUwyGy5GiyB8vKw6fbHC9MAQopUnONsNpYJGfr8cuBROQavE+lJO49nD93kIOeT7becc0xW+37xmThO6OdPwBtm9IFI++ryZWNFt8c1z8VZFvPN1l52yTuISRSryaW6veVyKZYVRivrDq3FN8Na4FvhjbjRXneFxOCmFA13hvYCHXC1ACAYIhHjf6h+JJbHuKHLqoraVu/gGRhL8DmeP6ekPMDz0YKK09+yGC24kyKFjaWFZyfABAd7NAJFZP4+HjLJQyYewi/x98s8rgrEmdStNzyF0OaYUq3WKiP/sjVuWrvEgRBEERVg5yrZQnj2N3DpHvRr1EUjszoKdBnqqp6TAThDzez3E/BC1bJ0bR6EA6/0gN7pnXDy73rC2xe6iWs8xWFTMKdl5kFkSUsy6LLt3vR5bt9nFPVWvC/N23WQpROCbp6NvAe6VoZWHPmDrecb7Ji0C/xmPrvaby9/gLmH7yJDzdfLMfRERUVhdO54Ksz8F4gKUvPyzZemCRuc0Kq23VCNXK82rcBV3b9MCWGq36k80ck4t7FVLsXr5w+sQQ1fBmGFwUry0xAsEqOXg0jERvOT/QaNTsGE3a3x7r7c/H3uPboLT3ptttE1SicUD6LFsw138Zh4z9jp+Ya0ezyT4jQXUXiv69y9U/IdvHsqiGbW2ZZFj1+2I8Jy07i1dXnBM/twyV70PLiLEg8yICtP3cXADDbJQlUZcVbAtCcwYs9thMEQRBEZYecq2WILbg2txwIPULUdu3HHvX5ThZyrhIE8Ma6C15tGIaBWi7FqHYxODKjJ0/3tGawMKmEP4Sp7fpfH2+5BAA4c9sxJXd5wZR+S4EugK/OVQBoVzsEALDq9B0vlhWf3U4ZnJ05lpTDTYPcfVXchri3cQ5WtVLkKgAg12DBsN+O8OoKZ7IUXocA4JfHWwvWdY5k/ftkCmbvvY7+cw5i9enbsIns33yj0MFEEIwpF5bwxlzZNdq0uFiq3web2j4zxKYM4eqf6VwXHWMC8WPbdATs+4CrD1n/NFokzMRLYYc89hvG5GG98l3RY90Vaabjgx8rVSJx7ftc+fLtdHSYuQf7r2UK1gtn7JGZFhuLU7ccUZp7r2Xi/U32PsM1cnx4f23MVMxDwMmfcU01xut4qgqF38j6FCYNdflbsBrxZKIEQRAEUVUg52o5IWVYvKTaAAA4npzDa9ObKYqHIMSQSxnsfKGr2/b6EY7olyCV+8RVvlDo1LiRpUdyth7XM/K5tu922yNkjAXnqswPTddjSY7z3ZcXwYrKB5sS8Oqac+U9DKKS4pzPzWKtvOdBSbL9UpqgrvA6VPj9JjpIiTYxIQI7ZxYdTsLvh5OQrTfj022X8d8lx5TkfJMFn227hKNOCXYA4Hgyv+wvL686izZf7sKyw1VjivO9iq7t88jv9DoAwNjgoVLZhimmOwAg4Oj3XF2QSobfGh3GkPPToDm1gGevOfkzauWdhi/cuuU94zxjcWizMlYjBmUv4coZsJ9bL60SRuwOksYDALp8uxcLDt3gtR1MzAIAZOrMGNyweB92Kyu5RjMAFq9kvo+QlcMhyXdE4GdNIb1VgiAIoupDztVypPapbxA1Owbbcoeij8SRBfjsba2HtQji3uXFnvURqHTvNI0OVmHp022x6blOxd6Wcxbuqf+ewSdb+S8HWoMZr6+wv/D5E7k6qp0jyUVaXuVLZpFntKDDzD3YcN79NGWC8IbzhwWKXHWP3mTFrsvpnDP63YGN/O5j3zV79LjOZMVzy09j1ek7XKRdIb/FJyEtz4hNF+5i4rKTSMvzL5J1X0Gk31srS3AaOVEm5AxaBGODh5A1chNM9R+Aqf5AZIw9DO3AeaWzQSeJLFgL7oEsC9W5JeL2fmDNSPS+eav7Y/tF2WoMkRzAC9LVgrbnZWshg11OI/5Gtts+ZHdPuG1zR2nqTsuT90OakVBq/QNAYoYO687eRQAMaJl/EIrb8Qje+oLDQBFQqtsnCIIgiIoAOVfLGHOMeNTdQsXX3PJ/l9I5nUeCuBdhWVbUYTnCKWmLO+KiAhEZqPRq543ETIfma0qOMAvxJifnoj/JYF7oUY9brgxTcW9rDUgqyF5++EYW+vx0QGDzdv+4sh4WUcmxOIWuWm3kXAUAs1U4a0VntmLNWYeESGiBXIkYz3atK1ofoJDhWFI23lh33m22cwB46Od4vLfxIk6naPGmB1kWlmWhNZBGa1XBFHs/tA/8AotTwiFbYE2+E7QE0bWZwi1HzauPgH0fImJhW8hyEn3uI2vkZqQ/cx7mavfx6kNv7wEASPLvgDFkia5rMgnv5878qPgJr8r/EW07rxzvcd3HWteA/M4xXt2SAQoA4GnD13PRmC0t3WnV+WUIXfM4wv/qVyr9A8Cl1DyM+P0obuUYEMY45JPkt4ueYIwgCIIgKiPkXC1j9F3f8snOOesmQdxrZOrMAodL/QgNL5q0tDF7mar8xTZHJOu5O7keLPnIpRK0rhkMALhbTs7VXB8S3tzI1GHC0pN4eP5hDPvtCNLyjJj6r3hUWu1Qtdt+nJN4EUQhzo5ECzlXAYifKzsupXNRoQDQKMp9BNgzneuI1v9zMgWT/z6NQ4niziYxTqdoYXCj/z5nXyLun30Q+6/bx+UadffsspNgWRbZOrPbPoh7F2tkM15Zc2o+JHqhJIYY+qZPIGvERliiWoBVBiP7sXXIHLmFa4+7ugBIv4iI39sj8lfx7PTX7vp+HgAAer7OLSoYz8fzE21rQXPyZ15dh+QFODKjJ0a1i8G7A+LQNy4Si8a04dmsPG2fQp+lM5Xox6agna85CraSPRfzjBY8t/wUnlpynKuLgMi7S7fpJbpdgiAIgqio0FtvWSPxTQeSZkkS9zKj/jgmqOsbV3GTIdQO9U9jLbhADzbP6N3JWdKsOJWCvrMPYENBpmJ3PLbwKM44SZQM+SXera0nyVmjxYa/jt/isp4TBMDXWaXIVTu/xScJ6gqdLoDd+cp4ONkYhuES8ZUE7mRLfj9sH+dX/12BjWUFzvEjN7Px0qqz6D/3IHr8sL/ExkMQ5lpdYKnWylHBMLBGNefZRC2/n1u2mO3HsPzWAUTNjoE6/muwBZqr8bYmvm20enOvJtUCFTje+RDaLxPKdiivbeaWh7asgS8fbga1XIr4V3pw9d/uuoZ1Z+9gwNxDmLG65LTMs+s6dHMlOs/3fH/ZcSkdx5NzePrZXSXnhYbVmgnrCIIgCKIKQs7VMoZVBovXy9T48mHHA4gf+XH8Ys2Z23htzblSm4JEEMVl+fFbyNQ5ppw+0bYWIgMUGNnGuyRASbJ5cmefbR9vU8u7kRN3CiJW0/JLV/5Db7YKIse+2H4FAPDB5otiq7jFNZB3pAeJhnkjW/HKM3dexVc7rvi1PaJqY7ZR5KorYvIjzvSoH+61j6+cniOe7x7r03arBSpE64f9dsSjdElKjgGdZu3FepEPNQeu+xkdSBA+wCqC/LI36uyzSkJXjwQABB79HhrdLQCAltVgsuklAMBlmbiWcd6Dc4GYDry6Qt1VAJgzoiXiX+mBDc91RvjJH/wam8TlQf+jLZcAAPuvZ5bYM7ry5k5uOWJRR7/WZVlWMA6WZZGaawTLsoi/ITzH35D/JeyoxWN+bZcgCIIgKivkXC1jbKH1eGVT7Z4FSyyGpM7FrBC7zlOesXSivD7Zehm7rmTg7xO3SqV/gigu3+y8yi3PG9kKM/o0wMbnOiFMI+4AKC0iAhQ4+FJ3Xt1DzaqJ2kr8lCu4nJYPAPjlwA0vlkXHYrWhz4/7cf/sA35HBt7WenbyAMCFuw4phAiNAs57oF3tUKx/lp9UzFukLHFv4Sy78c+JFPx66AaSs/XlOKKKQ3SQEkOaVxfUP9qqhtd1W9cKxsu962POiJaoHiSuPX3A5bq24Mn73PY36Jd4nL2txdvrL2DRYWFkLQB8to0ygRP+kTGmaBHNrEwjWj83+jNx+7unIb11iFfX4spsAIA1IBofTJ+BzNF7EPrMJsG62UOWwNxoKBBSC7nDV3D1NZgMhCAPiapReGhdS8gzLwI2z7NQ5El7RevHd6otWn8zSyda740rKXexcstG5BvNkGZdgZrlX1MZfaabNR2YrTZ8sCkB3b/fhz4/7cetHEcf/5xMwaBf4jH/4A1sveiblAOkvs3YIwiCIIjKDjlXy4NGDwIAch76Ddp+9i/djMUAzcmfMcy4ClHILpWXzGynaMCTt0jTlaj4tI0JAQCPU2FLE5lUwskRxIar8XKvBvjl8dYCu6vp+WU9NK9k6MywsoDJymLH5XS/1l1w0LvTN1yjwMxHmuOt/nGIjdBgU0Gkb+HfLEAhFaxjEUnYQ9ybOEer/n0yBfP238Cjvx4pxxFVHPo2isRDzYTO1Xa1Q72uyzAMRrWLQYc6YegSGyZqI5fyH/1qBHuWNRm/9CS2XUzDT3uvIy3PP53ovdO6+WVP3BvYQurC0PBhzzZq+703v92LXJ0lUnyKeVbNXuJ9ZF1H/rYPeXVS1u4IzZMEQSphYA2tD0iVMMQNBQDom4+BdsAcmOv0dmy3lmMmy17lyzilepYrB21/CbAKZ6HYlKHccujaJ0XH16uhuNyRwezHvdJmRcDBzxC0/SVk/Ps8nrvyLGIX1EP40t4CU9mRH712F38jCxvOp8JkZWG2slhw8CbX9vUO+8fv+U51hTzbRaj5rB2xxvffQRAEQRCVnBJ3rt6+fRuvvPIKunXrhg4dOmDixIm4fJkf1TBgwAA0btyY9+/NN98s6aFUXEb+gZyn98JUbwBYufArfDUmCwsOCR9cisstp2i0TF3pTkcmiKKQrXd8ALivVnC5OVWd+fLhZoh/pQf+Gd8BoRo52hQ4D50JUBQ9MqM0Er6wLItzTnqpb6+3Z/4+7WOivLVn3UeZjmkfgxrBSrzUuz56NojAsIJouogABXa+0BWzH7MnEQlUCvfJPA+RujqTFStPpSC9lKUSiIqB2Y2j3XYPCo4vPZaMDjP3cOWRbWqidS2HhNChl3vgyIyekPoZIR+mUeCt/nG8usLr19iO9oi5QQURsosLEuxEBHieIfDQz+61l12pE6aGSi78yEIQAJDX61OP7ZmjdiJ7yBLoOr2GtOdvIm1qMli1uDRG/0ZRaGz4XVBvSTqK2vniiRglMv6xntv3G2QNX4O8np/CGOfi+PXwLCLLvgp5Gn8bloimyBzDj1aVpRyG/MZOXl2km/PN+VnIG4obO6A5Pgeqi/9isNTz+Rl6Zr7P/Ray/txdXM/QeZwBM6xVDYxpy5/ZYw2sBWvNDm7WIAiCIIiqR4nO1TCZTHj22WcRGhqKefPmQaVS4ccff8TYsWOxfv16hIeHQ6fTISkpCT///DOaN3eIxKtU/iWEqdTIFLCFNQAsNkDEuRoAuxP0jtaAVWfuYHirGqjmZnqfP+Q5ZQivFy4+tYogyhPnCFCxCNHywlUbrXqQEnedtAjbxIhrKbujVogKtwr0FZOy9YiLCiz+IJ34/XAS5uxL5NWxLIv3NyXw6sxWmyCKDbBHnx5PzkGjqABcSnP8TVQyCab3qo/pveqLblfMoepMpgfH6aO/HkamzoxZu65h3/Tubu2IqoHFVcS3gMx8EyID7fc7lmWx5Ggy9lzNwPfDWkIjEg1d2bHYWHy76xqvrlaIGgBwZEZPsVX8onE1x7Wle/1wfDPU/tw1uVssetQPR9Pqdg3LJtWDuO31m30AOQb/k+01qR6I5c91RVZ2PhbF30RvN1F5BAEArCoMaVOTobi6ESGbHZGguT0/gTUsDqwqjBc96onYCA0eb18fOMuvb3x3rdt17rO5JI6SqWGJbufr8DkYix6hq4Zz5fRnzoFVBAscsmGrhtnbx58Eq4kEbFbU0l2AHBaYXV7H3lp/wfN90GqGNDcJ1tD6YAzep/r7w+Eb2YK6kb8fRae6oaL2w1vXwJv94sAYHBqs6eOOgw2oVrIvmQRBEARRwSnRyNWjR4/i0qVL+Oabb9CyZUvExcXh66+/hk6nw44dOwAAV65cgc1mQ5s2bRAVFcX9CwryT6S+KqNm7A6IIfMP47dDN/Huhgsl0m9ipkPDad25u9CbrbhSAaczE/cuzs6TihC16o71z3bCpimd8ceEjvhueAt0q+c90YwzT3WI4ZbVpRDZ5epYBYAPN19EcjZfS/WO1uEgtrEsjt7MRp7RwkXTDHLRfdz5on9TfL97tAWvLKZNa7LY8NQfx7gkZpRs797AOaGVMw8WREbOP3gDg3+Jxw97ruPkLS3+OZlSlsMrNWwsi7n7ruNgYiZSc43o8q24FmNJERuu5pY/H9yUi36VSRi0rhUChUz4GDjzEe/Z0QsJcvqgUjdcgxCNHCFqOZ7vXg/Noum5jvCOKbY/t2yM7Q9Dy3Ewx/gvJ/Fir/r40PwUllt6w8jKBe1JtiheOU8R7Vf/2UP+9MmOVYZwjtWcgfME7RJDJmCzQnP8J4T9Oxhr6/yDFjX454q3+2DQthcR/mdPKK5uRPCOGT7+AuAY28SrzbLj4jkZ4l2crkqY8JXsZ4wPs0ftKm7u4trYAHF9eoIgCIKoypSoczUuLg6//PILqld3vJBLJPZNaLX26agXL15EZGQkQkKEU2vvVSwR/IcdFfiaZid81Ec9mJiJDjP3YMUp8ZfQi6l5vPL7my7iyUXHRDN+EkR5YCp4oagVUvEj2aODVejZKAq9Gkb67QjuE+eI6PJ1qr4/1AlTC+o2nE8V1J2949j26tO3MeWf0+jz0wEuUYXRYsO6SR0xrmNtbJ7cGTI/pyV3qx+O5ePaYUJB0g4xCYRPN5zH2du5vLotF4RjJaoWzgmt2opIbfxy4AZS8xyRzjl+TJOtyBy5mY3f4pMwbcVZfLL1kqD9JTdR4UUlQCHDn0+1xbKn2/k8Rb91rRAcfqUHtj3fxaPd4Vd64L+pDpvcIkS7EgSkcqQ9n4T0iWegfeCXYnU1ctKHsAychYtsjKCttoSfgOl4tWF+9W2u0wu5PT/xbFPtPl7ZVK+/wCZ8WV9Eza2LgPivAQBNU9dh4ag2WDWxA3y9xaqurgcAXsSvO2ZbHsZo01sAgEA2z6Otp3wPcVEBvPKT0h0YKduNFoemAQBkaWfFViMIgiCIe4YSnbERFRWFXr34ovKLFy+GwWBAt272r9AXL16ERqPBtGnTcPz4cYSFhWH48OF4+umnOUdsUZCJRF9URKQFU3ClTlNxpTmJPBs1hFNnH5h3EBsmd4ZS5v7laNoK+4PNF9uv4PF2wgdLtcuUyp0FSW7WnLmDbg0ifPsBFQCxfUj4R0XdhxcLpqBHBysr/DldnH1YzSmBzNc7ruBhH7KA+8PNLPsLUosaQQLHpTOzdl7FkJb2bf8ukgn8dIoWk7rFYnqfBkUeS6PqQVwCvS0JadiSkIZZjzZHn0ZRkEolWCSSPOvdjQkY1NK/qKJ7lYp6LnvD6qStOn/UfVh/9i7e32iXrfhiuzD7vMnGlto1oSz3oc7pA8PBRP6HzcndYjG2szApTHFpVtM/2ZJCIj04Y7c83wVyl3at0e5crWzHoicq+n3IG5Xq+iAv/nNodIgKD4VEI3+fDC5xCshmAxDKOGZr1Y9t4PXv67r/LG0mAHvedWtvavEkv0+ZGtbwOEgzhdc0Z2RSBrGRAfhsSDO8ufY8AOBmth71IwM8rifGVNM0XGVrIhA6mCHDKbYhZrQ0ApeBKCYbjIffnOZBuudywfPZCz3r4ac919GIcTwzqK9vgkyb6Pg9Mv5+qxTHXwWF9mHxoP1XPGj/FQ/af8Wnsu1Dv5yrycnJuP/++922Hzx4EOHhjumx27Ztw8yZMzFu3Dg0btwYAHD58mVotVoMHDgQU6dOxbFjx/D1118jJycH06dPL9KPkEgYhIX5/wBSngQHO0WWPTIX+Hc8V1Qzwmy8GflmLD6egtcGCqf0rD+dgheWnuDVxd/Sokl0MA5czcCoTvaXNYkbx+z1LH2l23+Ayz4kikRF24erztwBADSoHlRpjsni7sM8o7VEf6tzoqAnOtXFz3uuIinTEY0yrW9D/LDjCgAgW29BULAaMqkE1YJVuK3lX3s+erRliYzN6nJDfGXVOSR+MQish+RFleXvX1GoaOeyM3qTFSq5hBfhXXg/eqlfHCLCA/F4FzXnXF1x6ragDxtT+vf5stiHSrX7hFEvPdCkwiWAeqpzXSw+xP8Acur9AQhRC6ddZxVIe1TkY9EfKuOzpTuqyt/EV7ZJ22Ek+A7NDzRv4zv9O1w5rlFDn/++vu6/gO6TECBxOYejGgFenKthtjtAZEP0ah4NFDhXh/96BAff6osaIb5t+3nTNPzHdEZcjWAkOM146xgbjsHdagCXgXAmD2ywAoyUf/7uupiKF5eeQK7RAhks+Fi2ENWZLOihQLytKbZb2yEF9hk3g9rEYNGecxglcyTnCtw4if97XPbrvXb8lQa0D4sH7b/iQfuveND+Kz6VZR/65VytXr06Nm7c6Lbdear/smXL8PHHH+Phhx/G66+/ztXPnz8fRqOR01ht3Lgx8vLyMHfuXLz44otFil612VhotTrvhhUAqVSC4GA1tFo9rAVOECakNUKdbF6NPoVlt4RO7NM3s5CVJdRIdXWsAsDkJce55bdXncGJN3ojTy/+RfpKah5S03MhkzAVWueyELF9SPhHRdyHKTkGXCmQrvj7aDLeur9hOY/IM8XdhxIGKEy+K3Zee0NvsuJoUjY6x4bxklI5ZxnuWz8M767mT/Mb07Ym51wFgONX0xAXFYgAEadOmIwp0thcCZULr+tHL6VykW5ipKRqS0WPtqpREc9lZ66m5+OxX4+gR4NwfDSoKUILnHJ5Ovv9yGKy+HSM5etNJXIsilGW+zAty/2zij7PAPeTcsuHF7vXRZNIDdrXCeUSa9oMJmQZHM8THeqE4sjNbHSrb/+4Xp7HYnCwusSiGyrTs6U7Kvr1obR4M3MwkqUWjJFtRzUmGwAwfPBw4B+Hc9VosHm9pojtvzA3tlkvJAI5BkG9pOt7CLm4weN2TJvegSzlKGro05GoAuoZloCFBF0+34ETb/QW2IuNYaOtEw6+0gNSCYP3NyZgU4EU0KxHmgFWx4fTuyl3oAzk68SPW3iEW35LtgxPOjlOB0kP4yP5IsQaliIIOoSd+xMHhqiBbeK/xXDfJOgL9uu9evyVJLQPiwftv+JB+6940P4rPhVhH/rzbOmXc1Uul6NBA+/TQ7/++mssWLAA48ePxxtvvMFz2CkUCigU/MiNRo0aQafTIScnB2Fh7h5bPGOpZElQrFabY8yqasjr9j4C938IAIjIOIo4JhmXXTSjpAwj+J27r2T4tL1rafkwmt3vo47f7MHI+2ritQru0HKGtw+JIlFa+3DpsWR8u+saNj3Xicv87Y1vnRx+HeqEls3flrVBmfAPNCfmwlSnD/K7v+93F0Xdh2q5FPkm+xRhs9nq94eNaSvO4OjNbAD8rOJ9ftjPLYtd4BmXYNGRvx3F4Vd64MB1Ycbhkvob3B8nzBr+2G9HRCwdpGmNqFkJtHcrChX1evj7oZsAgL1XM9Hnh/1Y8ERrtK4VwukrO9/XlDKJ20QuG8+n4sMHvSdjKQ5lsQ8/2SLUWQWAR1tFV8i/HwNgQGN7IiB34/vooSbYdTkdw+6rCaDiHotFoar8jqr0N/GF8Z1j8cOhYfjB+ig6Sy6gYbMOeCEyAFpWg2BGh18tD+JhudTnfeK8/3Rtp0JzfDYAIOfB+QjZNAnGun1hYWWAWH+aWtD2+x7y5ANQJywX7V9xdTOv3JBJ4d4BfBnjFNN0TO4WCxnDACzw0YNN0CgqEEqZBEqpBDaJCiZWCgVjRZ42B1JVKLduXsFHzmhkwAAFJso2ud3OTPlcRO875nEsxuj2gjHfa8dfaUD7sHjQ/isetP+KB+2/4lNZ9mGJixcUOlbfeOMNvPnmmzyHAcuy6NevH3766SfeOmfOnEFUVFSRHatVAf19/Ck1zza1Hzz31XJopclFPOavrjnnU/8v/nuaN11YjL9PpsDmYZouQbjjZHIOvth+mXOYfLvrGgB75m9PU78LMVtt2H4pnStP71mySV0KYfQZkGZdtRdYFpHz6iN4xwzIsq5Ac2o+YHWvN1bSaJw0kNedu+v3+oWOVQCwFoTALoy/ybNxddjGhIo7KzvOEmYs/2F4C7/H5A6JF8dxqFqGtjEheK5rXa7u462XcOpWjl/bMZitWHkqBXdzhdIqRPnQ3CVj/DN/ncKmC3e5hFZypwwu1YM8f4jZczXDp+tJZePf8e3xdv9G5T2MIhMZoMBj99WEopLrkxJVh+e61sV3j7ZAl9hw1G3dD9MHtoNUwuB078XYGD4WfSd+W+S+WYljSr2p/oNIm5oM7eA/PK5jbDwceX2/4dWlTU12ax8ER8T0nqsZ+Pq/K9wzvPLyOoH9sHb1MLFzXV7dmPYxGFHwwUPCMDDAfn015Tu0ni1WG/r8dADDJHtwSPUivpHPczumTx5qggFSz45VALCGls7zG0EQBEFUdEr0STg+Ph4LFizAU089hSFDhiAtLY37l5+fD4Zh0L9/f/z666/YuHEjbt68ieXLl2PBggWYNm1aSQ6l0vNAbRabJnfGz4+3xkcP2fVqs4qRLTlFa8S+a8LINFcupXrOJEoQYkxafgorTt3G97uvCaKp+8856HX9j12iuRpVK1mdO0nODTCGLEQsbIPwpb2gvLQKIasfA2PjT0uPnN+0RLfrCY3TlPfzd9wnnfKFcX+ewML4m5izL1HQ9ohTYqhfn7wPAHDo5R5e++xUt2Q/dm2a3NltW7begp8fb41nujheDo/ezMYzf53iHMfOXEnPx6urz+FyGv96NXtfIj7ffgVj/zyBm1l6XKTrWbkjE0l//cW2K7DY7I4CudTR3rR6oMe+Zqw+h46z9mLFqZSSHWQZsV/kHrxuUkfUDdeUw2gIourCMAy61Q/HD8Nb4tW+jhlZjVt0QocnP0VgoOdrjSdM9R8AAFg11f0dlKAqr/sHoqa/RK3glmesPoe/T6Zw0/wDd70usFcovM/yCGbsDtu6+16CjWXBsizOFTx7zFLYnar9pEKZsUJGXpjidRt5Xd6GNaLsnqMIgiAIoiLhlyyAN9avXw8AWLx4MRYvXsxre+GFF/Diiy9ixowZCAwMxKxZs3Dnzh3ExMTgnXfewciRI0tyKJUSU81OUKTEF5RYRAbY5RPCCjTqcpycqweuZ+LozWwMbRmNNQVJgAppUi0QCSJOBUuBk+J/AxsBLNCxbiieWnKCp9H45X9XsHBUm5L8WUQVx+Lk/LqbaxREU+cY3OtqFrLpQiq3vGJChxLR/mVMuVAkboclqhXCl/bitQVve1F8HasRisT/ELJhLEwxPZAzdFmxx+EOpVOU17nbxXOuJqTmCc75f8e3BwCkO2X/DdfYrylSCYMAhUOWQAxv0ab+EhmgcHtt8oTOZEWQin+renPtedzI0uNgYib2v2R3FHeYuYdrz8g3YXiB7MDWKZ0RpnGfRIgoeV5bcw67rmTgpV71cT1DqFmpM1u56f8ypxkZz3aNxZaENADAkObV8VLv+kjONmDsn/wX/i+2X8Hw1jVL8ReULJfT8nDkZjYX0V/IIy2jER1M0hcEUZmwRLVA5pM7YQvw07nqRF4Xu/arvtUEBO77QNAeqT0jqMs32+/XEpPweUGnEErvuCNAewVD/ziOUI0cYFk8Id3h03qK2/GCOl3b5yFLPw/FzV0AAEOLp3weB0EQBEFUNUrUufrxxx/j448/9rxBmQxTp07F1KlTS3LTVYLc/j8iYlFHAABjcYjiB6vszlVtgZPKxrKYvvKs2368OS8iNAou8US2SzTs2WI6eYh7j+sZjoQQkYG+O7HWnrmDIJUMfVz0OKO9TA32BUleCncu+UvIhrEAAEXyXkizrsAaVjwdYsaQhfClfaBvNQG69o4IfbOTU9pfh6Mv1AmzZ1V8pGU09l3LRGeXSNRdL3bjOSQBYM+0bjhwPROxpRRJt3DUfcg1WjBg7iFe/VdDm3HLb/VriM+3O/R3/zmZggmd6/DsC6f9mwqmlt/IdJ90JinbQM7VMmLDubv4YPNFrvzd7mvoUT9c1PZgon1qqnPkau1QFR5sWg1SCYP3HrDP2GgWLcdHDzXGexsvivZT0bmano9RfxwX1DvrJBMEUbmwhscVab2s4WshSz0JQ8vx9grG0wRCFgCD1swVtJdcxI30CQCAZDYSMYxdRmmg8QuEIh8v1W7p1zi25w3Fouz++MEyDP+qFhThl9iRJ+1F9mProby8CqwqHKwiyPtKBEEQBFFFIYGsCoQtsCZMNTsBgP0rsNUI+a2DUDF2p2phpM+ZFK3Hfh5oWs1je4NIh+Okmogz7Nxtz/0ThDPODnp3coiuU7uvpOXj462X8Pra88g38SNbver2WY0I3jQJqjOL3Jr461g1NBomWi/J91EL1WaF5vBMyJP2CZrCl/SARJ+OgPivANahe1zLJVlTYVIJX/CmO/lY6xpc9G/PBhFY9nQ7fO3kwCykRQ37i1CfuEhseq4T1HIp7m8UhQaRJSvLUIhMKkGYRoEhzfkRP/2bOK5Zj7aqwWubuz9R8HudnfgWqw13PGisag1Fl1MhfOdEcg7PsVqIN4VUucRxvjMMg48eaoL3CxyrhQxsIrynpYhk5a6IHE8W6gY/1T5GxJIgiKqOJbotDK0m8CQC8tuJy6IlqkYDANYo38P/5H+iTf5uAECCrTYAYJb5MXwybhjGDBuBhlHe79lmVsorj5Vtw9OyreK28mCkTziNtMnXBG0Wp2n/Nk0UIJHC2PgxmOr29ToGgiAIgqjKkHO1glEoC6BI2oPAfR8idPUIxJ77DoDDieVtynSDCIfz9PnusYJ258RYYk6UcUtPkkOCcMuVtHwM/+0INl9IhcVqw+U0R+Tq9ktp3PLsxxyRFP+c5GskOpfn7b/BLdctiLZ0hjHynf2qC39DeW0Tgva8Izo+9bGfROvdoe33A/K6/U+0TZ6836c+lFc3IODItwhd+wSiZscgaPt0rk1izHYYmvXc4pv94tC7YQRX9se5euGu+0jXIzN64o1+jqgahmHQMCoAKrlUYDtnRCt8OaQpPnmoCSIDix8x7CvvPdAYh1/pgc1TOuP65w/x2hiGwZEZPVEz2DEeV2mJCKdI1DFLjntM1peWV3ZJyu5lnl1+SrS+UOv70VbRbu5H3uUnJAyDrx7mfxx4a/0F7py5kp6Pdzdc8BjBXF7YRDSDXSOxCYK4d9F1fh1pzychbfJV5LefzmtLVI3ilutn7gKjS+O0Uy+ztRAbrkHnWPHZAa6cCB0oqJsuWyVqm9PnG7DqcECqQNqUROhbPM21ae//jivn3l/0xGAEQRAEUdUg52oFI7+dQwtSfdaefbT6hV+5uq0JqZh/8AZvnW1TunDLbWNCeNOsH29TC3umdePZBzhlKX+5dwOoZBKM71QbKqeIwftnH8RJkYgbgnhz3XnczNLjfxsT8NjCozwdQa2TE6xt7VBueebOq7w+Vp6+zS3/dfwWt1yYcKkQxbXNiFzQDMEbxnN1Qbvfchi4RDQyunQEHvrC599iqtUFxsbDwGqiYAlvLGgPOPaDT/1I8vm6x6qLKyDNuiqwY8wOR3T1ICW+HtqcK3+/+7rX7ZitNlxJy+dF7f0+uugayWq5FH0bRZVLlm+GYVA9WOX2Y9HINrW45cVHknhtYRpHtuar6Tou87wY6eRcLXWWO53D7ugaG47xnepgjFPUZifmAkL1Nzys5aBPXCR2TO3Klc/fyUWfnw6gw8w9eHLRMWxJSBPoPVcEXCU/xneqjUBliSoyEQRR2WEYQKqEvvUzbk26GvYgcmEbdJTYZwgMaFXfr01cbP6az7YydYijIJEhr8fHMNXqAlPNTrBGNkNer8+QNjUZrDrCfScEQRAEcY9BztWKhkf9JeD3w0k4VKBVBwCLx7RBqEaOBU+0xoNNq+HTwU1RN1yD5ePaYcOznaBRSKGWS7kowqelW1B909NcBF29CA12vtAVz3evB4OFH/01afkpWDxEhBH3JjeyHNGXtzxMzRXLEg7wEyy5EqKW88ub7C8aysRtAABGl8ZrV1zbxCsH/fey275NtbrCHN0emaN2I23SRWSN2IicIX9y7dbQeoJ1jHX6uO2Pj/C3hi/tBYmW7xQM/u9lyG/uQuCOGYApn9fmHPXrjrfXX8CTfxzDW+svALBLfDSPDsIPw1v4OM7KwxNtHc7VP44k89pcj61rTrq/YS7HUFq+e8kAomT4ZqfwQ4IrKrn93ja9l90hUJ9JwXLlx+i3Z6jP2wlSyfBwC/dJZBIz9bB5kcwoa9af40uLPN9deJ0hCIIAAFYVhpxBv/tkq1AH+tV3q/q1PbY7R80yJpfZMRIpch75BzmPruBJGhAEQRAE4YCcqxUMQ7PRovUS2J2czlOwAaBJdbtmYutaIfjooSaIDLBPl60fEYBqTomBOtYNw55p3fCRfBEUSbuhPu9wKjlna3blaFJ2kX4HcW8zoZP9Id45Sq1QN/PBeYdE1/EFaS4/Qi5k87O8svLmTrfragfMRvbw1bCGNQAUAbBUawVIHdPL87o6pAFYmdprf7ztXtsoWh+xuAuvrEjajdB1Y6C+sBya47MBOHSPW9YI9rqdXVcyeOW4KPvLVee6YXh3QBx+H3WfT+OtDEglDJ50crA6yyZoXWQCnKUlNk3ujK8eboYp3WIBALeyK4c2Z1Vi8RhhNLVS5pgxMaBxFOKYZIGNLwxuHu2x/Vp6xZMGKGTdpKIl2SMI4t7BFNsPlhDvH2FUCv+kfGqGqPCMaYZoW9aw1TA2HMKVzbU6+9U3QRAEQRDkXK1w2ALFXxyvqcagi0R8yqM8JR4hqx+HROv5ZTXA5IiMYwxZgvbaoSpB3Ysrznrss7zwltCHKF8mdq4LAHAOMHx51TkMXXDY7TpDWwiPfVbKf3mQ3znq8xhyBi2COdIe0WlTR4DVRHm0t4XU5ZZ5iRmsHqaVsyzkCSshv33E53EVIs2xywC8N9AuR6A3W/3uo0tsGAD7FPuhLWuguQ8O2spEu9qOqYm3tQ4nqasGayFd64VBKmHQJy4SrWvZ98Xhm9mlOkaCz+FXeqBJ9SDOuV1IkNNU+AFNqoF1jvb243oeESBMwujMk38cQ0a+qcLdI+qEqREdLLzHEgRBuKId7D5hZyFqpdyrjSufv/wybk68LKi3RLeDNaIJskZuQsbYI2CVISJrEwRBEAThCXKuVjQ8yAIsU3zKK385xJ6xM3TVcChu7UfE4s6I+KWxaMZyAFCf/o1blqcKk4/MHdm6KCMuc8xWGx78fi/eXne+vIdS5UjM0OF4crbb9vhEoVO+0MFXyM+Pt+I0PB9p6cj8vv96pscM3+8ObCSoY+UaXjlw3wfCFS0GSHKEuo3WgGhoH/wFed0/QMbT8W6360zmqF3IeXA+LJGO5DkBh750v8LlbQjc8gJX1Pb7DmnPJ7m3d4KV2X+bsmBfmYogwRFUxbUbO9RxHFt3tI7p/e4S7mXmO+qjnRJiDZhzsBRG5x4by/KcwVUZ54jib4Y24zR0XZM2xTolWmwYpYERTk5Sq+/SDQofEmA9MO+QQOe5vBnYxPPHHYIgiEKsofWRNUJ8RkwhMqkwSaUvqFXCxKGFU/0tUS1hC6whbCcIgiAIwivkXK2AaAfM9WojZYC+jaIgv8V3GkjM+Qhd+4RotJ3m+ByHXa4wAUn1ICUWPCF0sO52mYpc3pxMzkHCnVxsOp+KWzl67ysQPmG22jDi96N4bvlppOaKOzu2XRTqgv4wvCWOzOiJ+Fd64MiMnmgbE8q11Q4TeYgvYN/07hjX0bMGGFiHwzFqdoyoSdTPDRGxpBuUF//l1ds0UbAF17EniJD5FjFmDWsIU/0HYQ1wRNFqTv7sPir87hn+cOUBbvXI0sef4JXVCcsBAPIC5+qtbD2G/3YEfxz2zTkLABpF0V6uKgsahZRL0PfK6nM4ViBT4ioLUEhkoMNhVz3Q4VzN0os7Y0uLTrP24uH5h/FmwQegV1adxY97rsFkqXoa1rlOzlWrzX20qLNObg2XCE7GJv73FEPpknzNna91+YkUGC02DJx7EMN+PQyLh7GVJB9sSkCHmXuw+0o6b3/c34icqwRB+I6lWitu2VyjA84MWIGrNofjk5EU/f6fNXxNscZGEARBEIQQcq5WQIxxQ0TrD9sc2cw/G2KPrAtdPULUNnTlMEGduUYHblmWdRnKiysRvH4sGKOWq68fESBY79U15zD/4A1sv5iGnDJ2Uojh7Lt6ZIH/07EJcZKdtCmzdOJ/53Z1+FPF5o5wPPxL/Ehy0LhaIJQyCcZ3qoNnOtfB0qfbitpJjDk+9xm8/SVemdVE+ryuK8ZGj/LKhZqqgTtehcY5kjW0Ls/OHNMDAKBvMZZXn9ftPbCaKKRNTYZV40jIwxi1XCSelQVuZunx497rgvFsu5iGEQuFx3rjav4ltKiMBCkdL5CT/z6NpCw98k12CYXPBjfl2b7Qw6FT56ol/b+NCVhxKqUURwp8uPkiRi50SFf8dykd68/dwd5rmfjjSDK6fb8PhiLIP5Q3iRk6vLjiDA7fyOJFqgKA0exwGHevz88c3bJGkGh/EobBwMZO56cfztUgFX8q7P6XeqBJtUDUEfmQs/z4LWTqzEjKNmDn5XSft1FUbCyLDedTAQCvrjmPtWfvcG11wzXuViMIgvCINSQWobHtMdviSACosOR5WMMzluh2yBy1C7k9PkL6pISSGCJBEARB3POQc7USIYXjJTZC41lrSZ56EtIs/rRIq4tAfvD2aVDe+A+aw99wdUEqGX4f3QZLxvCdXb8cuIG31l9AvzKeXiuGhGHQkrmG2sxd78aER8xWG3ZcSsOZFC10JqcINDd6hRaro350uxi0rxPqdRsPNq0mqMvIt0dWaxRSPNctlkvM5Ayjc+8MSXtOqBkm7KAYlzepAtYAhxNUduc4pBkJUF/4CwHHfoQ0s2D7CsfHiPz208Eq7L8jr+cnSJ94FpmPb0Vuz0+hbzWRs8sdOJtbjlzQDHKRhHKFepEsy+KbHVfw9voLSMx0RGlP71UfW6d0RmAVlwUAgHANX2PzfxvtL4IMgI5Ox9+UbrFoEMn/OFSYWA0ANl9IxRfbr+BQYib+OJxU4pqcRosN68/dxfVMfkKluy5R4K5JCZ35btc1/Lw/sUTHVVxm7byKEb8fxaHELEz99wz6zTnIcxAbC6JxowIVnBxIIe89YP8gWBh97MygZk7XBdZ3h7NzBCxgT3y2aEwbLB/bDi/24N/jnD9UnLqVg0WHkzBy4VFk6jzoKBeDfCP/d3y2zX6dCFRKBeMmCILwRs6gRTDW7Yv8zm9AKZNgh82RLJCRFO8VzhrWEIZWE7jnFoIgCIIgikfVfzOvAuhbjoP6zO8IguOlvfAl1hjbH8rEbaLrBW95Doa4R6BvO9Ue7ulG107i4sRqHi0ebVRRkOTewjrluwCAWMNSXEnLR8MoYcQt4Z0/Difhpz3CSMnCKbR5Rgt2XUlH74aRCFTKoC+IUusTF4mXetf3aRv1IoQRW/km75FqsuwrovW6NlMAmRppzychao64rEBJTHmzBdeFNN/uwLeG1odE55BECN44Abnj9vMi7nRtnneszDBgVaGwqkJhddJvBQBz9Xa8stokdCLnGa0IUslwN9eI5SeE0ZaPta4BlbxqSwIU0tDFYXruTi4AgAUQopbjs8FNcTNLJ9D4BIDJ3WLxWzxfZqEwSV+dMDV6x0XCYmNhMFuL7ajONQqP6ZohKoFzdfmJW2hZU5h47G6uEX8es8tPjO9UR+CoLA8SM3VYdpwvIWO1sejxw34Mal4dT7aphVMp9uhy1+n6ABAbrsGRGT3FO7c5ouMZmxlFcXUXJsGTMAwkUgYGi3snrfN5tORIMvZdy8T1TB1+GN4CEYFKTPp2L97qH4cHmgg/BvlK/A2hJjVgP58JgiD8xRR7P0yx9wOwf1B8a0hH7N7cCjFMGtKCmoHUUQmCIAii4lD+b2+EKIZGw5yW7VOUVXBE21S/9g8ifmvj1rEKALKMBAQe+gJhywcAZh1kmZfc2onxUi/fnGdljTLH2enGYnNCarmNpbIj5lgFgN1X7A6/aSvO4MPNl9DnpwPYdjGNcx4Eq3x3RD3RthY/Sg3wSXsyZO1oQZ2x/gPI7/qOvcAwyB68WGCTM3AeLNHtBPX+ktvrc2454NgPCF37JFeW5RTstwLnqqlmJ14Uq0ek/Kjz8IxjApOp/57GrRw9XlxxRtAGwLvjjbVBlnpaVHu5sL2yoJJ7/q39G0dhYue6om0MwyAqUDy7fGGE6fQVZ9DnpwMCJ6i/3HCJWAWAlBwDVp2+w6uLv5Etur7zdHt3keNlzbUM4W8qZMO5uxiz5Di+3mGfISHmXPUEY3WSHrH553xsE2OXJ3m0VTSvflQ7cV1mVxYfTeb+/jNWn8PoRcegM1nxvw0J+PWQMDmer7y1/kKR1/WbCnKMEARRdvSJi8RY8xvob/oaNkb83kYQBEEQRPlAztUKSm6fr5DX5R1kjtoFVmbXklMxhS+jLBoffw8SvTC5EADYFPzIU1nGBUT90giyDPEXP6lW/GVydPsYzBvZSlBvKUJW85LEYHM4p5oxN7DIjwRAhG/8cSQZn269hDO3c7m6t9dfwJ6r9uRmYWrPshTOqOVSfPBgE7SrHeLd2AlGJNI6r8fHvLK5Tm/oWk+Ctu8spI8/gbSpyTA1HOzXdtxhjWgMVuLeiczkpjicQox/UY/mqJbccs1dL6Jz3TBe+4W7eXhkwRGeFIAz3vRt1acWIOyfhxA1rz6UCf/w2pSX1yLyl8ZQXNvi15jLC3+ddq6421OFSbEO38wGAGw8XzyZkU0XfPvIk+1Gt9o5QtRZfqM8eWPteZ9tEz04YsXQHPnWUbD5p+U9Z0QrbHyuE5rX4EcABypl2Dutm199mV329bz9RXeuuqOjD/Ip/qC4vg0Rv7aAInF7ifZLEETFhmEYdK8fgboRgWjuRtOaIAiCIIjygZyrFRWZCvq2U2ANa8hlOq/GZAMA/idb4nFVm8a/rMSM1Qj1sZ8gTRe+SLerHSpwbqw4dduv/ksas9UR5bRR+TYAlLh+4r1C02j3Wlurz9xx2xbmRfNXjK8fbo7YcPuHgrf6x/m9PgDYAl0mwTEM8ru/D2PTkWD9PO59wdD4Mbdtmn0fAetfsRek/jlXs0du4pV/GN4CqyZ2QJtawuninpBokyBPiReOzclxFfzfyzwnTPDW58FY9Ajc+65f2yov3EXpTu4mHq3qyg/DW4rWJ2Xp8e0uhy61c/KhotCmluPjweNtavq9foDCIfNQWpqg/jB3n3hUuzv89QfLshwzKRiRyFX5rYMI2P+xqJyNTMIgKlAp2q9KLkXXemGibaVN4b1SLZdg9TMduL/p/wY2KtHthGwcD4kxByEbxpVovwRBVHxmPdIcf41tJ6rXThAEQRBE+UF35koAK3E4sgZJDmGibJPAxlS7FwDA0GQErMG+OR2cCTz0BcKXDxCdnml0mcJtKufI1SNXhRqUrmMkfEOr9z1LtzO2Iviyg1QyLHu6HZY+3RYPt4j2voLrNhX+OR5Lgrxen7ptU1xaCxjtepOSfP+lKVjG4UxjGAYxoWoE+KH7KdHeRMTiLghdNVz4YYTh67EWOmEYkyMSmVWWjwPKX9RutGXbxYT6tL5rkqtCdl/NwNJjjmjR5GwDUnIMmLH6HD7YfBFmP69zP+y5BgDoVi8cr/ZtKGh3jk4W+xjknO3+1TXn/Np2SZOYoRNo1ZYqNuF1KHT1CGhO/gzNiZ/B6DP86u77YS1RK8T+UXJaz3perPnUDBZ32nrjjtbA3Yf+GN0WtULU2PViNxyZ0RPRwaoi9UkQBOEKwzBeZ68QBEEQBFH2kHO1EmALdiTtma34QdCe1/lNaAfOQc5DvyG3z9cwepkWbaz/oNs21dlFkCfv97j+jsvpAufAieQcnL2t9bheSZGS7kgacsYWCwBYd877lF6dyep2Su69iNlqw60cQ5HW7V4vXFjpQ/SwTCpBXFQgGB9eDGxyflStofkon8dXYkj5jpbcnuLOVneSG57gZegt0EDddy1T1HbEfTXRvb59n6sKouMiFnd1bD+d74yzVBPKeUi0yQjaMYMr25Rl76wuCo2iHPvp00FNuGWxpFDuEJM3EWPcnyew52oGNpy7i60J4rIrrhjMViyMv4lMnf3asv+6/W8YEcDXw/vmkebccopWeN45fyCqH1G+CfoupeWV6fbkKQfdtgXEf4XI31pDmnnZrz5XP9MRW6Z0xpj2vumwFhKs8j8qHwA+3+4YX82QMnSmWumeRhAEQRAEQRDlDTlXKzn6ZqOhv+85sMoQmOoNACQySEyeX4zzO74KU83OyHngZ0Fb0N73ELrmcQTufIOrG9uRn5H97O1c3pRxrcGMZ5efwvilJ7ks86VFSo4BE2SbuXJLSSIikIOv/ruCc16cuw/OO4T+cw6Sg7WA5CxxPU9n3OldRrokCQrY+z6i5tT26pj3CZsF8pR4SMz849imLvlp//5iaDkW5hodSqQvVq7hluUphwAAGjdRmlO6xeLNfnEY3roG/hjTVtAu0fEdgYzINSDwwMdQXt3osKkkSa2kEgbqgqRW3eqH48iMnjgyoyekEt8jd9rVDuX2rVzqfr0sp2uDp6n5x5KyMeqPYzh6MxvzD97AnH2JXFvLAh0816zzzufSa2vO47td15DltA1n7c+i1yXr5AABAABJREFUyG6UJPkm4QyGt/vHYc+0buhaLwytRRzbB1/qXuTtBe15F1GzY6A6+wcA2JOxuaC68Jff/YZrFGAYBiPu8y7T8NrAxgCKLslw4Lrjo5/XhHNeYIxahP4zCIE7X/dqG/mzMEqaIAiCIAiCIIiyhZyrlZy8Pl8Kso87O23MIlnTreFxyHn0X5gaDHLbr/r8nwg4+BkA4PnusVg5ge9Qupahg9XGYtfldFxJz8dwyR4MlhzExdTSjXhaGH8T7SWXeHVTZWsA2J2+7ritNUBntjsMjidli9rE38hCcrZ3h2NV4fON3qMtN0/ujJ0vdOWm2BbirA8JAJrTvwIAQtc8XuxxRc2NReiq4Vw5v8PLMNa9H/qWTxe776KQ+eQOWIPrQjtgLgAge6jQyWNs8JDf/bJSxz4NXT0SYFn8Ouo+gd0HDzRGkEqG6kFKvNkvDvUiNAKbwIOfQXb3BFeW5iTaxzrkT65OeXUDbx357cN+j7m82DKlC/6b2gUBCv+0bZ1ZMaE9vnu0BfZN980JeDU9H08tPo6nlxzHZZdIzsl/n8bltHxM+ec0tl9K57X99Jg9SnZM+1pu+76clo8/jyVjwNxDMBVErJqcIlfL+wPQZ9v4UaJHZvTEo61qQC2X4vthLfHTYw4d20HNq+PwKz0g81P/z9BkhKAuaPfbCNo2DUFbpwraGEvRr82v9W2AdZM6YkKn2qLtcVEBeKSN/e+VmmfCFh+TkxXy9nrHtbRzbPHkNhh9BkJWj4A89RTU55d6t2eFjnCCIAiCIAiCIMoWcq5WYkx1eonWG5o+wS1r+/+InEGLYIgbClPtXsgZtAhgfPuza47PAWDPTF7bSQ8QsE8p35KQitfWnsc7y/dipmIeflL8iOSM0pUGCDQKk84URrJ+s/OqoK2Qk7dyuOU31jlehA/fyMLOy+nYezUDL/x7Bo/+eqQER1ux2eolO/qrfRogUClDoFKG1c90xO8Fjr++cZFup/WbanZC0JYpCN44EbBZIcm7zdP5LAq6Di9DO3gRIFN7Ny4FrOGNkPnUfhjjhtgrpEJNRkt4Y//7jWjCK0t0d9EwMgBHZvTk1buee+4I+3cIJHm3IdEmQ2KwT023hsXBXK2123XUpxZAohXR1mRZBG2dipC1ozjJgvJELZcWebp2IZGBSnSrH+6zVt2G86lISM3Dhbt5GPXHcehEojkBezS9M5qCDw9qhTAK+eXe9QV1/122Rx3/ctCRpb5QYqAiIDZmlVyK/dO748fhLfBO/zifZD5cYRnxKG3VpZWQ5QiTaRXHucowDKKDVZjSXai/GqiUYtm49gjXOKLx392Y4Ff/2y46IseHNK9e5HFK8u8i8rfWkDvLfPhw/smT9hR5mwRBEARBEARBFJ+ihwERZUpuz08RtOcdrpzX5R3o2zwnbswwSHv+JmAxAnI1TMF1YIq9v0jbld/cBXOd3gCAl3rVx3e77UlbVpy6jZyCZEjBTD5nH6BLAuA+YssTjD4Dipu77FGAbhxpUdf+FT1qpbDCCv7L+rGkbNzNNaJ6kBJqmfBFnmVZTP33DACgZQ3HNNfxS09g4ag2RfoNlQVPEgqrJnbAxdQ89I2L5NU3rxGMDc92QriLlqQkx+EUglQF1ZV1AICoufbEatbgush8yje5AFdHbF6Xt33+GFCeFDoz/SG356eQZl6ELNt+TjGmPKBAavOXx1vjoy0XMaxVDbQSmYLNGLIEdQAQsYgfYc4qg2CJaAJ56imuLmPMfkQs6QYACNz3AVQX/kbWE1v5/Zu0UF22R4QHHPoS+V3e8vv3VWQUUgYmN+ntAxRS0Wnxk/8+hT/GtBVNRiW+Dcdx+07/OAB8/dhC3tt4Ec2j+X/jE8k5YFm2SE7LopKjN2NLQhoGNImCVMLAWiDxMry1+JR6hUyCzrEi2ss+wogksfIEKyn5x5WtUzojTKOAVMJAJedfZ97flIAPH2ziZk075+/kwuZyPPgbweuMInG7sNJiAJxmowRvnChc78ZOmGv3FNQTBEEQBEEQBFE2VHyvBQEAMNV/gFe2RLfx7HRiJIDce8SbKaaHY1kkEjZ03RhEzY6BPGkPWtfkJ1nZfskercPA8XKZfKnokZ8Rv7dH8PbpCFk7BgCweNl8bP5+HHJy7VNyDWYrajH2Kbgmhh89qIGRS/QD2F+MJ/99Gu9vuojJf59Gap5QR69QJgAAzjg5G8/ezsWVtHyBfVVizB/HueXm0UFYN6kjfnqsJfZN746YUDXubxQl6tipFqSEzEXrUpp/m1u2aSJdV4FUe0NQB8AekeXimJCn8Keq69s+7/W3lAeuchs2VYTffbAB1ZA12hFxFrjb8fGkTUwIVk3siKc6iExjNus4jVZrQDSMsQPcb0MeAMas4481uA6vLMs4D5j1kGhvImp2DEJWj+BJDGiOz4Yk33vCuMrE/pd6YNXEDlg0ug3eHRCHv8e159pWP9NRdJ0Ld/Nw7k4uJi476bbfZWMdx4VMwqBWiAohKhkGFUQztqsdIrre8N+E101fE2qVBBarDf3mHMTXO67grfUXEBtuv3f89FhLt7rLxcbmiM411ukDXetnPZqrzy8rkc0+1roGAOCtfg0R5hSt6nq923g+FQaz+yn3eUYLxv55AuOXnuTVZxVRsxUAWKlCUMeYHfci+c3dUF7fIlyxFBzPBEEQBEEQBEH4DjlXKwk2hUv0mq1kdNYKtSJtyhDkDPxFuJ0CQteOQp9VLZGoEmZsV8Hxknw+1YC31p3nZb72FabgZVtxOx55BjNeyfwQT8m249jabwEABrMNj0ntzqi7nd/lrauGEWYbyyXU2nier5n39Y4rvLLBbEWuwX3k1JN/HAMArD93Bzsvp7u1q4y4Rt7NerQ5ooNV6FQ3zCdHCmPUQnN4pj17t1kPaZZj36ourhBfyfV4tRoRtux++7Rz/ui4pbRn/csOXpZkD1vNLVsjGkPfanyx+1Tc8i26N+qXRgjZNAmAfap0Xo+P3BszEpjq9uWKxth+gIjTPOqXOEQs7lowjoMIXTeG1x7xu1C7mYfVDM2RbyG7c8yn31ARiAlVo1l0EIa2rIF6ERpsmtwZ25/vglC1e/mBcX+ewBkP2s41gh0ffRiGwb/j22Pjc50hL4hm9CcS9d2NCVh8JMnnSNnisPacw3l+9GY2rqbbHfJqNwnW/MKUj8Cdrwumrhde73N7fgrtkMXI7/6e166iZscg7M9e4hGePvLa/Q2xamIHDHMTkeuM3o1z9VpGPvr8dEC0LTZcqInsMyISAIXOVcaQhdB1o0VX05yYK/hQRRAEQRAEQRBE2UHO1cqCjJ9QyBLRtES6NTQfDe2A2ch6fCugCEDGpPNIm5qMrEdX+txHdcYxJTqQ0WP7pXSsOXPbwxre+W+XIzrnWpo9qvT1lUe5utrGy8gduoQrN5TegdXGIiPft6ih9HwT9GbPDuD0PCM+3HwJr689j+sZOo+2lYmTt/iSAM5ag74QcOBjBBz5FuHL+iDqlzgE7XrT+0pWI6+oSN4PWdZlKJL3QpKbwtUrL60CAJhq9/Ip8rrcYBhkTU8BPsiBdsxOsKqiJ7HRtfTdMSvN4GtBSow5sAXHIH2SUCPS0NieFMzYeDhye3yMrJGboR30e5HHqbi+1W2b6uK/CDg8E2Erhha5//ImMkCBkALH6rNd6vq9/m9P3idIuCWTSoqVOf6HPdfLJIL1r+O3ROvV8uI/ImhOzIH6/FKEun5IsRZ83PIQdZn27GVkPs4/7mTZVxGyYVyRxyNhGMSE+nZtWXNGqPENAI//Lv4R4a3+cWhXO7SoQxOdjVIYeR75a0tBmzOy2/eOXjhBEARBEARBVDTIuVpZcIl4YtVF17rj9yuBMW4obEF8nVRLzY4eNO4cETIaGLip+gAQBHvSka93uE8u5QvPXJ3MLWciCIsOJ8GW6pTdvssLsMQ6IvKWyj+GDBZsuZCKR3/1ngU9Pc8Ek9Wzc3XlaYeDeOTvR5Fv8k8jsCJyR2vAs8sd+pvTRZLVeKMo03MVN3fy+zg5n1sO3PM2t1yo81mZMtkXF1fJD09oTv7CK+va2M8TVhGInIHzuPrcnp8gt+8se4GRwNBqPCxRLYo1TlnqKcBqgiQnUdAWcPBzbjlo6wt8Hd5KyOAW/iclaimijeuNP8YItZ3vb8SX1nh3Y0KpR6+6+3gUHaQSrfeIzQIm3zFzQKJzmkXgHJlZELnKShyRwhlPHeKWM0fvAeRqWCObwdBkhHA7ZRCpOXtfomh9oWyCKwMaRxVrexJDtqCOMeeLRrSmTzyLLKcI+rBVw4q1bYIgCIIgCIIgig45Vwm3pE9JRF73DwT1XwywR3U1ZW7gpHISPpb/zrXFMI4oq/kH/HCweEhuooQZP+29jjVKp2mjUcLs7AMlR/Hj3utIznZk717/bCfRPt9Ydx5mL87V+Qdv8spfbL/ixrLyMPL3o7zyuE513FiKw4i8/IuRNuUG0p9xZLzWHJ/DLUfNjoEieS9XVhZM8XVO1FKczOCVDdYpeZu0ILmVO1QJf/PKhqZPcMumhoORNjUZ6c+ch6HlOEDifUq3rtUEj+3WIIfmK2PWIei/lxGxpDvkyXwJA+eEXqrLq7mEWZWV6CCld6MSoF64BtWDlAhWyTCqXS0sHtMGXwxpJrBzl3yrJPDkuA1S+anlybKImhuLyN/bInj904DNClnGRa45ak4dLoqdS2jl9BHPFhyDzFG7kDl6D6yhjg8/ufd/K9iU8uK//o3NB57uKKJxLEKDyADR+uLKKDDGbACAvuVYmCObAwDkqacQ+XOcwJZVhcJSoz2smmqO7R+fXaztEwRBEARBEARRNMi5SnjEWE8YVffEnu5gYMNT0q1QMHxNugmyzVgk/wIyWPDLwRtIuOten9AZaZZ7fc1P5AsRAHFnm03tSCQ0W/GDoN2dhmimzgyziMPi1T4N3I4jz1i5I1dZluVJISwc3wFgbXadTLPe2dBtH5rDM71vRyIDJFKwyhCwsEdcy1NPQXFjB2SppwX2NrU9Us85UYu2/49et1NVsAVEc8vhf/b0+KHBmbzuH8Aa1lBQzyq9R1BmPB2PrOFrkN/jI+Q89BsMcUOh7TsLplpdeXbG+g9yy5pT87nI4tA1j0N5cQWkWVcQNTtGfCMsC1jN4m0VHIZhEFLgWJzUpQ7axognoipkzgjPU7admdItFgAQqpZDJZdi9TMdsXlyZ7zcuwGaVA8CAHwztDlvneIkSRLDYrVxyZomeEjQ5S8B+x36v8obO6A6vwzyu8d5NlHzGkBz5DtHQisJX+PWGtaQ51gtJL/T67xy8H8vl8ygnXi5TwPserGrV7v/LonrcEslvmvqiqFKsDuMWXkg5On2j1OB+z4A4yKrYolowi3nDHHI4wQe/LzE9NgJgiAIgiAIgvAdcq5WIvK6vAUAvOm/pY0tOAYsI4zG+UrzJ9IQKrpOL+lpdJOcQ30mBa8s2eHTdpynFYvRT+LQuDM1cDh8cgYt8rieUibB3BGtAACjWwShJhwvxZsv8JNeNa0eiMfb8uURnNl3LdNtW0UnI9+EjrP28ur6NK4GxZnFCFsxFCGbngEABG9+DuFLuvOdrU6wTlFSzmQPXozsR/5BXvcPkTlqF1dvaOaIrAxZ/zTC/nlIsK45qiUCd7/DqyspTeHKgM1F4iNqbqzARn3sJwRtm8ZNobbJA6Fv/UzRtxlUC5Zoe5IqU70ByB0wG8amI2Gq3ZNnl9/5dbHVAQDB26cjfGlvt+1Rc2ojal49yG/uLvI4y5N/x3fAH2Pa4NmusW4/rByZ0RNHZvREhzq+a+5O6FwHO6Z2xebJnQEAMgnDJbwqpFfDCF75Vo4B/sKyLL7cfhnvbrgAa0Giv5PJOVh2/BaeWnICj/x6BLuvZOCsU4KuMLUc8x9vDcDzhyZXZKmnETU7BppT83n1Qbvf5D6eOBNw+BsucpWV+hYdq2s1EaZa/Ijo0JWPQnXuT0TNjkHU7BiEL+pon0IvMo3eVwIUMjxZcB+oHSqURUjLczg6H2kZLWgvDtI8u/at8sp6tzYZ444i67F1XNlVIkiWfs51FYIgCIIgCIIgShk/5/wR5Ym+7VQYmo0Gqwot2w1L5YCFHw0zwrYJ8zDY7SqLFF9yy3esQyCVevbjszLPGZa/VzimlecP/hWFKZgs1e+Dtu8sBO94RXQ9hVSC9nVCcWRGT3uEnQroYJiNNITxNFXDNXJ88KBQasCVY0nZxUtYUk48MO8Qr/znWLtjTXlmMQBAkbQbjC4dyqsbAACyzARYqgv1IG3KIEFd2tRkbtlcqwvfXsSxUogxdgCUiVuhdNFjNTR6FNZw73+LKoNM6MBhDFlckiz5zd0IPPQFrz1nqP+6t76gbzsVAGCp3gbmGLsjK7/diwg4VvRI4pAN45A+5XqJjK8sCdXIEaqxO7PFpnu/fr8wathXfJlu/3ibmlh+wp7sbf7BG35fd9LzTfj3lP0aN65jHeQYzJj8Nz9y/NU1fEfc5imdIWEYHJnBd7J7Q+yjSSHWkFhI9MJIT4k2qWBBLmgTRRGAnEeWQ560D6Fr7R9t5LePQO6UyEmalwLVhb8RsO996FtPgq7Tq77/CCfaxoRg2fFbCBNJ9vfQz/Hc8lMdauOhZtXx7PJTfkUv87AY7NcAJ4ewuUYHSLVCWZ30iWcEyfNsGr4+sCJxOyzVWhVtLARBEARBEARBFIkSj1w9duwYGjduLPgXH+94ITl48CCGDRuG1q1b44EHHsCGDRtKehhVljJ3rAJgLOJRU+Na+JZx2ZKT7NUmQxLh1cZt/wVOwEw2UNBWOE3TOcHOQ1J+sqQusWHYPLkz6kfYdfS+H8ZP/LNjqmOa6OS/TyPXULnkAXZfyRDUxUXZf2thJmrA7mDlcBP5xZjzeeXcPt943Lah2WjRektILEx1+4q25fb+SpDA7V4j4NCXgNUISf4dhKwbI2j39jGiyDAM9O1e4ByrAKDr9FrxurRVTmkAZ0a1s0cy9mwQgS+HNMXYjrXxWOsapbrN6b0cU+OPJeX4vf6So47rrt5sFThWxZCUwnknv3NUtF6quwuAn9DKF6zBnnVRg3a+Cok5HwFHvwMAyG4fhfrUAr8SYMkL5GRMFv51sDACuJA6YWq0iQnxO3q5EGnWFUT93BARC5rb9WgL0Lcch/x2L/JsWYlC4FgFADAM8js4Pi4GHJnl8/YlubcQcOATMEb/jy+CIAiCIAiCIByUuHP14sWLqFOnDvbt28f716aN3QF29epVPPfcc+jRowdWrlyJESNG4PXXX8fBgwdLeihECcFKhNE7AKBK+IdX1jd/StQuaMcMNx3bIF0/GdZ9MxF1eamgOX3iGUGdySUyErBnSgeAYOgQpnJxDpjszkD5HYeswIdyvpTA+w80BuPkVOhaLxx1w+yO4/6NowRRZr8crFyZ0F2j0wBw05Cd9TmDdjiivJydrgDA6NIRcOATyG/b96O++VNIm5LIm/Yvhi04BuZIYZZ6WU4iDE1Hiq8k981pX5XIGfwHr6w+twTBmycj4vf2YCB0CrHyUnKuisFIkPbsZeR3eBm5vb4QNTE0HAJ9syfLbkxlTJ+4SPw1th0+H9wUfRtF4YUe9XjXjNLAVSogz2jxWcMaAHL0Dqd2tr5sHdy61s8K6nJ7fYbsocuFxhI/J9DI/Eg2xrIIW/kIAvd9AEXidqhPzEPYX/3B6IUfnJxRFux7k1PSQ73ZypOGqRNW/OtU0E677IbExblpiWwOUwN+NHD6FPfJ7nQdXWZumPWQZl7yuv2IPzpBc2IeIhc092pLEARBEARBEIR7SlwW4NKlS2jYsCGioqJE2xctWoTGjRvj5ZftySgaNGiA8+fPY8GCBejSReg4I8qfnCGLoTk8C/K7x91GoeV1ex/6+ybBFHs/QjaM47WF3D2INJF1FAs6IsR0B3DyVV6x1cQNtjpONHwJY0WidMw1hceITVMNrEQOmc2MDaPqIkNaDRvPp+IF7TcImD8KgP3F3h0RAULn8dKn2+FEcg7uK0hkM6R5daw7Z4+0On/Hg4PDogdk5escvJ6hw9JjyZjQuQ5qBPOnnA9sEoXX+jqmMzsnmHL+20oKnA+yO8cRtuJhwTaUVzcgr7dnndxC8np9JtoHpML9blOLXzeqOqa6fZH2/E0E/fcKVAVZ0JWJ29zas2V9jMnV0HW0fyQJ2v2mfQxgwKojYWg6Avld3rYnKQLAMlJYQ2Ihy75atmMsRRiGcZshvqzo89MBAMBDzarh7f6N3CbrKyRE7YgIfX/TxVIdmyum+gOhOfULvy62P2wa4fntb+SqP8d+4N7/ccshG8dzy+rTv3mMyFZIgXbMReRYHPIkb6w9j4OJWVzZdYYD1/fx2ZClX0Bu/x8FEfiMKResIgjypH2whjWA/PZhwfq5vT4HpHJYIh0OT3Okd+enqXYvbvZB6LpRkN8+guyhy3lR6DxcEl9J8u/CFlBd3JYgCIIgCIIgCI+USuRqgwbuE2EcPXpU4ETt3Lkzjh07BtaPaXtE2WGO6YacYSuQM2ihaLu27yzo75tkL1jFs1rLbx0Q1IWY7gjq/rH2QnyHn/BIH3HNP1O9/sJKiZRzDEbEf4roYBWeaWpDwOWVnEnQ7rdF+3OGMeUBBVmZFTIJOsWGIfj6Oigvr8HbAxpxdqdTtDBbhdPmZXeOI3J+M2gOfeV1WyXN/uuZmLc/ETaWxcjfj2L1mTt4eP5hdJi5h7NpXzsEnwxq6nC6ZLrXwZSl2aOGRZ2iACQG35N7WaLbikYhA4CpTi9eOXPUTlG7ewJGwh1/3ijTyFUXMkfvQV7nN5E+KQEZE04gv4v93NK1ngRDg8HI7/quUGPTzXWB8My8kULtzI3nUzFj9Vm367y/KQE/7rkOg9lxjcp1k5DLmaImZ2IM2bxyXuc3YQ2JFdjZAqIBiQzpz5znN0iEeraeYJUhPtuqz/wuWi9xGbMrsYnLsUL5Ib40fsLVOTtWASAmVMTJy9oQePBzqC6vticGdCLgwKeInN8UmkNfInTtE4hY1EGwen6n12FoUTADhJEgfdxx5HV+EzlD//I4XgDQ9vueWy7UoQ1d87j9o4fL+Se7e5K7xhcizal8usgEQRAEQRAEUVEo8cjVy5cvIywsDMOGDcPdu3fRqFEjvPzyy2jVyv6SeOfOHURH81/iqlWrBr1ej6ysLISHh4t16xWZlyieikJhYidvCZ4qImzd7jDHdIPs7kme9iYTGsPtf4nCESk5W/kMphoXAABCV4/E7eeToCpIDHPz6AaIxSjKuzyPid3qceWcp/dCdeRHsJpIGJs8BkQ28bgPlVc3IGJRR0jyUjz+FglssEGCn0a0hEwmAZN/F6EL7NIV+s6vwdDpZTC5txC81Z7gh32a7+TYdTUDDzbjR/mojn4PxmZGwLEfYOr+JldvY1msP3sXLWoEoX4pRb+9tNLubFl8JMmtzYQudbm/k1QqAc5tdGsrNWYheKcbOQcAuQ8v9u+cC4yAuW4fyG84nKcymQTmxo9C4ZRNXhoQVmn0VkvjXFYk7xOtN7SbCuXphZxcg0ylsTtjy4PIhjBHThPePGRB0A+2Ryua8m9BdXIB16S5vBKmFqMEXVXm62FZ0K5uqGh9/I1s/rlc8P8nWy5i4/lUAEDXer5rgP45th2aVA90r7nKspBok8BKZGCsRthCHddoiTWPW9Y+tgrWWp0gEdHplhUmBZOFIu/BeQjcNNk+bgkLFOP+nT3hCNigWpDd2IWg1cJjTAz12UUwt3gCyhPzoe/2FiShdh3Xwn1Z67rdmdkO55HlZmyi1z+j474o1d6w27AsVPGzoD4xFwA8JodjQ+vw+w2JhrnTNPjkfg6uJlodcPgbMKogGNvYP4BKMi8j5F9hMsqgHa9CO074EdRnTPlQJh4ANP0glfrnMK/IVJZnS3fQNbZ40P4rHrT/ig/tw+JB+6940P4rHrT/ik9l24d+OVeTk5Nx//33u23ftWsXcnNzodPp8O6770IqlWLJkiUYM2YMVq5ciYYNG8JgMECh4E8HLiybTEWLbpJIGISFle+UTX8JDq6MupIBwDMbAWMu8HkMVxvUvC8gLYiGtDmmSgYopIBTIN7K3fswfugAqI/PR9h+h/PRmWkPtIDC+WUmrBVQfz4AwDWnurt96M2xCgD7XuqAGtWrO3QTLzmmYKsPfQ31wHeABEddyB898HL3rfh2nz0iLzRYLTjmLudaEFc47EAJkHEFCKmN9zZeQ/SJb/GNrSWWPdcdMOuAhv28jtEdqbkGqOVSBKns+9w56YrJ6j76u250sGPMeanAUfFIZABQXl5rz2LthqBWDwAycS1et4xaDNyMBwzZQIO+CNMEAHWcprtKFQgLFyYlq+iU6LncbRrw34f8ujZjoHroI+DYbK4qLDyo5LZZGjwyE2j+IPDncABAwKGvENBuOKAR+XjGsggOkAPSEv/WV6UJDFbzdFmDg9VYcfI2Vz6eLJ6kaFzXWLSpE4rpf53k6lrERvBkBAQc/Q1Y/7Kj/MYNQB1qXzY7HLLBzfsUfBwJAKYcAOY6kgHyrpftRwAFztXgxl3901F1IbROwayCsEFAywxgZiNA51lTFQCC/3oQAKC8uNI+1uDm3LlsdToUVQEqqBV8Z+FzveqLP3PsX8ArhgXJgGu7gPiZPv2WwE6jAUnJPzxqcq9AUzje87tFbaQ5iQjLPQvU6VS0jWx4HzgyH0iZhOBBnhMdVhYq47OlOyrnM2fFgfZf8aD9V3xoHxYP2n/Fg/Zf8aD9V3wqyz706222evXq2LjRfbRbtWrVcOTIEajVasjl9he1li1b4vz581i8eDE+/PBDKJVKgRO1sKxWF22n2WwstFqdd8MKgFQqQXCwGlqtHlaRqeWVAwmcY6KytCYABX9TSTTkQxbBpomAMlkF7P+Zs5t67kn8eeUJjDa6n+KYn6tHvttWO2L7UNXxJagPfyewZWVqMBa9oD7AmIPs7CAwuSmQZl2BPOUCz3lr/m0wLLW6wPmIfD75TXwLe9Kn5fE3sP5EMl7sVR/RBbqmBoOTJ/lTR3T2RwAgA57HWqDAn2loNRaq04uQPek0WE2kl19s567WgH9OpuDXgzdRM0SFDZM7AwB6fy8e7ehKDZUUWVn2vRv2fZxnYw+OVQDIyjUD8DdJjgSILJAEMcIe5RXYHAH1B0JxbQvyHvoZ5ixvf/2KQ6mcy03GQmm0QXFpLWSpp2Bq9DDye3wJaI38c64y7KfILgiq3gayuyeA/FSYlz2NvGH8hEZSqQTBs+zniq73p2CMuTC0Hgc4JVojxDmXmIG64RreceiMsyxAIS/0rIeJXeoK6i16I7IM7j9uhjk7VgFYFj4MfY//QZqRAOnd01ACsAXWQE62031YEQtVh2lQH/kBucNXwOJ6zL54E2BtQK4FgHfZAmdkw/6G/NpW6Lu9A7j2O+kMYNEjbLZ7eSIBc7sCH+Rw53Kw1TGe8zcyBDMOjAaz6DkYtu09Xtmw/m1YwxvBm3sua3rBB8Ec4b3KH9zFKluSjkH2QQgs0e0gc0ru6Aq76GHkTDgCRcI/YIxaGLq87vu2j9g/guLIfGh7fFxuzzfBweoSi26oTM+W7qgaz5zlB+2/4kH7r/jQPiwetP+KB+2/4kH7r/hUhH3oz7OlX85VuVzuUU/VvnH+S7FEIkGDBg1w9649GVCNGjWQmprKs0lNTYVGo0FQUNGjsSyWynXAWq22Sjdmd7j+Dksde3RzhwAzxu18Hb8rHBqknhyrG4OfRAc/9onzPjQH1YWYaz7z8a2I+LOHoJ65dRQWTU1E/dZetG950j7Ik/hOS/md45jU2IT5FxXYfcUeGSWXSPDuQHvkVIayNqA75NPYVacXAQCClj2IzLHxPq3zwFxH3yk5BqRqDQjXKJBjEHdMSBjAVhDI2iU2DFYrC4AFzMV7gdf2+65Ej92cB391FCrhOVGy57ICltbPIb/1c04bsP/d8tu9iIBjP8JUs3OluXYY6/a1O1cByJP2QvXfm8jr+alD+oF1/A7NrncAAOqDXyBjzD7YRHQ770U+fqgJ/rcxQVD/yPzDWDGhA66k58PEMDh5w7sOcq8GEdyx07NBBPZctV/HbFYWNviueS5LPYWgFY/x6liJQnBc5nV8HXkdCxx0gmNWYv9XhGPZUqMrDDW6uukXAJTI7fERgva+h5yB8xCyZbL3Tn/pDTXkyOv8Ni/Z05y91zGjD/+5p0f9CMFvdZY8KUR1cgFye34iqHeGlchK7HzOfvgvhK59QlAvS7fr3HpyrAIAYzUgdH5Lrqxr8iRsQbX8HkdVfr6prFSlv0l5QPuveND+Kz60D4sH7b/iQfuveND+Kz6VZR+W6PyzPXv2oE2bNkhKcug+WiwWJCQkoGFDe4by9u3b4/BhfobcQ4cOoW3btpCUwnQ4onRIe+4yLCGx9szGbghRy/HagJZu2wFgfcQEbrlataIlVAEAxl2kpVyNjLH2480S0YSrDt76PFCEBGrv3BiHHpLTXPlyuiN6SVYEqVBp3i2f7Kw24Vif/+c0jB4uMgObODT4fhju+Dv4k4zKVKcXMkbvha7t88gZtAhpzyfB2Pgx7ysSJY6+zWTkdXsPufd/V95D8Rmbmq+srD77BwIOOJxN8uvbXFcBAAT/9wpkaWcgu3sSsPkX1VjVGNjEsQ8/H9wUnZx0WIf/dgRvrD2P/605x5MEcEd0kGP6/RdDmuLrh5th5wtd3a/A2hC68lGfxsnKXIVbyhdDqwlIf+Y8TA0GIWvkZtiUoZ5XSDkBecphhK18hOdcrReuwa+HbnLlZU+3Q6uawsjqkE3PiHYbtOddXjltajKvnDHhNEoKc+3uSJuajLQpicgcvef/7N13eJNVGwbwO6N7T/aGAmXvPUSGIChDBGWIogKiKC4cuPdAEQdbUAFRPkBBQASUDYWyN5RVVqF076z3+yNtkjd502a2TXv/rsvLvDMnD21z8uSc55R8AQB1lPX3aIuF6Wwky0l26DoiIiIiIk/l0mxm27ZtERYWhhkzZuDkyZM4d+4cZsyYgfT0dEyYMAEAMG7cOBw/fhxffvklLl68iB9//BF///03nnxS+oMJlVNKP6SN3W1c2diKKvVbFX+fuvcYHlYLdHwRDG1IPcn9gsIXusDqSJ56HWmjt4qOybOsL/5UnKnKPwEICEIuTidlFTagAN1TV9l9r6shttW3y1NrLfZdvJuLa2nSo1DDfGVoHC1dv9Tnori0R05H6YWr8hs9iIwhy6ELrYecLm9AVfdej1lsqiISfEKQ1/pp6IJrlnxyOSG1srv/0fmQ5yRBefMAfA/MkbzO69YBhP0+EGH/G4youXUBlQeUQXATmcnvnK+XXLRtj8nd6hgWFAQAL4UcvRtFItDH+gQWReo5w8rzJVGmnnOoXe4k+AQDMhk0Uc2R8uRJ3H3KcgSwFNMvvRbtT0Tc1TTDdsOowkn+WrXoCzqZ1lgWxvSLPFN3CxOpKWP3AABy2r+gb6OryZXQhtZH2vC1JZ7qlXwCqaP+kTwWtup++Jz/w/L2WTfhe3IZUPSateISMaGLWkGWc8fiOiIiIiKiisqlydXAwEAsXboUkZGRmDhxIkaNGoX09HQsW7YMkZH6upKNGjXCDz/8gB07dmDo0KFYtWoVvvjiC3Tp0sWVTaFyQvALx9oq06we96nS2Hhuh2ccfh51zW7I6fgyMu7/Sfz8xYymivjFcsRW+uBfLPaljNsn2m4iS8RExUac8H0SveVHIAgC/A99J/kc/2mLTy7XyYiDd4L1OsZFclWWyVUA2HLecoTQA/I9OKx8HOPCz2Ji59pYNNrYBu+r/yJwj3jBpNwO4nqKOR2mQxNSD9k93i+xXUTF0UQ1k9wfsbQ9wtYON5QMKEmwLdO6AUAQoLh7GtA6tjhimRIEBP89CUHbplscevGeBhjYNBpd6oZj/5U0iYut2zWtGw682AMTO1vWWi2JTFNQ8kkeRPB2bMG86+nimRGy3GRE/NQBwYWjVX1PLBUdV9XubXEPTUg9CH76Bd10IXWQPPU6cju97FB7bKWp1kFyf+qj20Xb2shY5LacKHlu8JZnLfaFbHgMQTteQ8C+wpkrEqPLI5e2FZX9ICIiIiKqyFw+D7927dqYM2cO4uLicPToUSxevBgxMTGic3r27In169fjxIkT2LRpEwYNGuTqZlA50mLQC4jXxUgfq1MNXzX+HSs6bYSPt52rz5uSyZDb4QX96EpTCvEq1LmtJ6E4uuDayLhvgdm+Wkgbsc6wHSrLwVteywEAM5S/YVn8dWSnWE7vn66aguX1vsTUesapz9d0URbnhWx+WrIt/124i2Xx13EjIw+5EiNXAeDHwumq0YHG2M3x/h4yTT4iNk3A5G510apGCOQ5SYj6viZC/hovuj5nwLf6/3d4EQCQ32Awcju+hLSxuyD4RUg+J5GttKH1kXH/UqSN+NOp+/gkWtazlOJ7ajnCf+uP4L8n6ad2e1CSVZ59Ez4XN8D37CrAbBG+R9rWwPuDmkAht2/U6ohW1eDrpXBotKs8Jwlh/xts93UVWdMqgYAgwP/wD5Dn3YXP5c1Q3jwgmvqf3e0d5McMt7hWVbdvaTbVQKot2rCGKGig73dpwvTvzTnd30F+k5HSNzEroaNMOQMA8Duh/zLT59ImycuifqiNkHWPOtRuIiIiIiJPwiKn5HYh/t5QjV5nsT+u+YdQyGUY17cr+rVv6bLny2801LhhllTIbVPCCDidGqoGg5AxcCF0XgHIGLgIAKCp2lby9DBZFubsvIwTWcYRUSs1vfFqk+146qmX8cmQpnh3UFOkD1yMt9QTMF79muR9VJfE9fFuZebj1XWn8c2OSxi66CBGLok3HAtGNnwgThrJspNwbIQKByfWFt9Y0AHqPEQslVi4KyAKqiYjAAC57Z9H2rA1yOo7W7J9RI5S1e0LTdV2SH4mseSTAWhC60vul2ffFO8wS5x63dyPoB363y+fK1sQumYowpf3BKzVYy5nFGkJhsfFjRg1HYkuZc6I5pjQsRb6xkRZLMRkK5kqW/pvRqG0YWscum95k99kJPJiH4EqZijw2PoSz3+xdwMEb3oS/scWGvaFrRUnL7UhdfQjQc3ea3I7vuiSNtsrq88Xou3szvrfkeyuM5Hb4nFkDFmmPyCTQ21lpGvA7ncl98t0akR9XxMBB760+vze13Y6VN+ciIiIiMiTWC+2RuRCjaLE0zETZdVRv9cEtzxXXpvJELwDkdt2qsWxkqaFasP1o3hU9Qci5akBgMz4/UP6kOUIXT9GdH5VWRp8oMJlr4aGfTGhwL33NhSdp64/AE9N7Ytf5uyWfN7Mfz9HZP2ehu25u69YnBOGTPSQn8Ac7+9xSwhHlwJjKYK53rMRsiHB4prwZd2R1ftz6RdrmkyQK6Cp3lH6PCJXkFn/Li/tmQT47voQmshY5Dd9BKFrR0BVowvyWj6ByB/1yUR51g3oAqsDAHzO/I7gf19EXrNxyO6tn5ocula80JpXYckBZfIJq9OjyxO/U8aSJDJNHgSESp7XqkYIdk3rhh5z9HU7R7ergZWH9CPnD7zYAzKZDF3qhjvVFq/E7Rb70h7ehJA/H0HmffOhqd4RyZMuQJ6XhrDfB0Cen4aU8XFOPWdpybj/JwTs/xSZfb+BNjIWAKBUyuEd6m9xboHgZXhcX3YTLS/ugs/lzTY9T2775+F/ZJ5hW/AOcrLlDlL4IPnpC5BpCyDPTzXUJ9cF10ZOzw9Ep6qrSb8H+B9fDMEvErntn5N+ikyTL05ePAN81VR8Amt1ExEREVEFx5GrVCZqCzdLPslBmqjmyO79KXTBtSwPKv2Q2WeW5HU6v0hxAsgsGaSu3QuqapYLUJ3znYBafsaRZmmwXMQHAPy8FNg1rTs+Vj+COJ14wZObAbGi7U1nbuML5TzM9voOvigAIOCI72TM8f4eAFBNlgoZ9PXsZNChrdwysQroP/QqU60s4hLdVHo/UWl6NwPw8kd2zw+RH/soIJMhffga5HZ6BYJfBAS5PsGlyLhiuMTv5M/6/xcmJGW51lc1976x131tdyFVLeOXK/LM4hfb8/VSYNm4tnhvYGO8em9DHHyzL7ZP6+bwYlfmZGajgtMe/huaqBZIefIk1DW76Xcq/aALqo6UiSeQPPU6dEE1XPLc7qaqey/SRm8xJFYNJGLnI1Mj3Ec/6vJP77dQ5eTcku9fW79Io+AdhMx++rIrJZWjcTsvPwi+odCG1i820akNa4j0ob8jdcxOZNy/VHQsIO4z+B5foj/PP9r6cwVXR9bQXw2bdyeedKrpRERERESegMlVKjUTVK+WdRMAAAVNRyGvySiL/dnd3y3xWkXGZcn99100LhJ1qYn1hbl8vRRYigcwSvW2aH+4LkW03co/FSOVOzFUsRdnfR9HBDIt7nXZdyyCkItGMst6r6YCzaZ0pj68GWlTLxZ7DZE7pIzbh/QHfkV2lzcAABnjd5ZwBVDQ6EEAgDzXuHibzj/S8Nj7yrZiV6qXZ9pWjsBtdFqE/PkIgjdMKH56tMmiQH4nf7J+XqHG0YEYFFsFMpkMUUE+CPHzKvGa4ijvHEfA7vcgz7phSF4X0UQ1d+renmz9Y/rXHiTLK+FMIGXcfkBh/HcoaDQUKWN2Iafw590TqGt0hTa0PlR1+6KgTh/RsaBdb0GWm2wYQW5O1VBfo1dTpxfuTjiM5MmXIPiGurvJRERERERljslVKjURLQYaHidKLOxUmrJ7vA9V7V7QhDfG3YknkDJuHwpihpZ4XVbfb4o9vk7bBYPbFz8idOmYNvhgUBMMUn+KMzr96No26Zuhy8vAudvZ0OgEtC8QT7Hd6zNN8l6zvb7HPz4zSmx3keSp16GNagYo/Wy+hshVdMG1oK7VA3ltn9GPdgxrWOI1gpd+urZMlW28j7/x70fIhscg01qvUSrTqp1osfOUd0/B+/ou+FzZavXLGUBcZ1UXVLM0mmYgz7iCsFWD4H9sIUL+HA2vpPiSL6qACmJHW+zzUeiwZUoXyfPTH1gp2hZ8zWYtyGTQhdYD5AqXtbE0Zd37tcW+yCVt4HXnqOT5MpMvQISAaEDhxCKVREREREQehMlVKjWv9DEmUmbpLD/ElirvAGQMWY60R7ZB8A2TLiEgQV2rR7HHvfzDoVQU/2vVKCoQ9zWNxtdPP4zb1fsb9k//8U+MXXYYA+ftx1tey0TX+MikE0T3Ko5I7k99dIfFPk1hrT0iT6INqQsA8D8632RxKvHUZnmW9dHbiowrkOWlIuLHNvA7usBNrbROkW4cJR6+vKf187KMpQBk6hy3tsmc9zXjCGKlWQI4edKFUm1LWcq99wtkDJiH7G7vGPbJVNkI9bccFZw89TrUtbqL9gleAW5vY2kS/CJKPCe761uGx/LsW+5sDhERERFRucXkKpUahVyGr9r+h/HKL/Da1JfLujkO0wbXMTw+Evmg6JjSy/apueH+3vD3Mo5oWoE38LbyZ2jzMlzQxprI6v2paF/amJKnYBOVNzo//eJMMm0BAnfry28o0i+Jzgna8ToAQB3VAumDfxEdUyafRNiq+yHPS0bgnvehvHkAvid/LrUVzGUF4t9nr8Qd8Lq2E1Hf10TkvAaQp1+Gz/m1oqn4svy0UmlbkaAd0tPW0x/8rXKNcpcroGo4GHmtnzLsiljeA4oUcd3qtIf+MjxWV2lrPFDMom2eKr/BYKvHMgYuRl6Lx1BQty8AQBVrWW6HiIiIiKgyUJZ1A6hyGdelEcZ1aVTWzXBKfsxQBMR/A51PKM62eANt/vvTcCxYYX16shSNTJyMfUL5NyJklvVVzQkKn2KnQkPhIxpFlNNhOldsJo8keAUaHvud+gXZvT+BMk16ATev5BNQ17kHyZMuQKbOReSPrSDTqUSjQsPWDgegHxGrrmV9JKmryAuyRNuh68cYHsu0BYhYbjka3vfCn8jq912Z/84KPsFl+vzlRfjKvobHqaO3QBthLP2SMfgnBG5/HflNK2ZiMfuez+B78S/JY6r6AwDoy+Xk39gPXYN7UYlS8UREREREBhVvmAWRm+W2n4asXh8j7eGNaF07Eg8WvG845q9Jt+teNXo8YbHvQYVxdfOCuv2RMWiJYTu/8QgkT75sWIW6iM4vEupqHZEX+yiSn9Ev4CM3GTGX2/Elu9pFVF4I3kGibUXKWchUWVbOLqT0K3FKszL1vLNNs0qmyob3lW2ATouAuM8cuof3xQ0ubpU0nzO/Wz2m8wkrlTZ4EtPEKgAIvmHIum8e1HXuKaMWuZfgE4LkqdeR/LS4PERO+xdE56jqD2CNVSIiIiKqtDhylcheCh/kNx8PAIgEcEww1pJtkbMPyVYuk+IfWgUvqyfhS6/5ksdzOzwvGrknKP0BhRe0EU1E56WM3QN4m9X7E3R2tISofNL5hIq2TUcRmiuoc6/d9/e+sg3KuyeR226aS0aKKtIuInxFL6fvE7J5MjIUP0LwDoK6hvSCSiUShOJfkyYfwf++aPWwLiDaseetAHTeQZCXlMSvTLz8kPzMNShSz0MXUAWCb2hZt4iIiIiIqNzgyFUiJ615ooPh8Wa5/dOMW/UcafWYJroVtGENRNsAoA2tb9iX0+45y8QqAMGbU3rJ82nDrZcRUUc2E++QiVdlL2gwyOq1gbvfReiq+xGy4TEExH0BnwTpqc/2Cv77acn9jiwoF7LxCYT+MRLQaWy7QKeB/8HZUCYdgvLmAUT9UAvhS9pa/aLFP36OaPvuE8fFJ1TikYiZAxeVdRPKH5kM2ojGTKwSEREREZlhcpXISbXC/NAyfwGmqqZhtt9Uu6+/r20TpA7/Axn9fxDtzxj0o+FxytjdyLj/J+THjjbsSx+2Gjntn0duB+mRZ7ltp0BVqxcy7/3a7jYRlRvFJPjSH/4b+THDDdt5rSaKjmfet6DYW3vdOWZ8fGu/gw0UU6aek9yvqtcfqhrdRPsK6g2AUJgQ1nkFILv7u8hrYlm70+fcapueO3x5LwQc+BJhqx9E4L6PAQCK3DsWC4AF7PsYQf88C2W6uHat4BeO1FH/AAC0AVVses6KShMZa7Evq8f7EmcSEREREVFlx7IARC7w8UNdMG9PNbzTP8ah67XV2kMrCMA/zxj2qeoapz/rQupCFVJXdI26eieoq3eyek/BJwQZDyx3qD1E5Ul+zDD4nl9reUAmQ1a/OcjqMwvynCTogmtZnJIX+wj8Tv9a4nPIs25Cnn0LXtd3QxdQBeqa3e1e/T3kz9FWj+V0ngH/w9/D+8Yew77s7u9CN3CRxdR9XUAVBBwyjioN/vclJNuwYJIi86rhsSwvxfjYpP4ytCr4H9Z/kaMx+5sCANrIWNydeAKCl+Vo+MpE8A1Dyrj9iPils2GfyoGyE0REREREVPFx5CqRC3SqE4Ylj7ZBg0gnEhIyGTIGLkR+zHD94iF2JnaIKqqsft8ieep1wyhPCwovycQqAGT3/hxZ93xp2FZXaSN5njwnCaGrH0TwtukIXfco/A99Z18jtQXwvr5b8pAAGaDwRm4rcckAXXAtyZqouZ1ftdjnc2E9wn/pCnnmNduaE278okemzgMARH1fE1HzjCVFlBlXpNvrG1apSwIU0QXXROoj/xq2S1okjYiIiIiIKidmb4jKEVX9gcjqNwfw8ivrphCVO5kmpTKyen5k20UyGfJjRyOn0wxoA6oi06z8RhGv5BNQZN80bPsdXwy/Q98hYkFj+B0ruf6mLD/D+jEI+gcStZFtFfzPFCgyExHxi8TiVhoVgn69T7TLtBSATJML/7gvir2/JsyxUfcVnTa0AdSRzaCq3rnSj+YlIiIiIiJpTK4SEZFHUNXubXxsUjbDFrntn0PqYwehC66FrN6flni+PC8Fgfs/hVydg8Dd75Z4viL3tmg7fdj/7GqfOdMRk+b8jszTP9DkIeyb6sCHUVDeES9GpUy7YHgsz0tFQPw3Vu+XPmQ50kZvcaq9FZZcgfSHNyFj6CrJUcZERERERERMrhIRkWeQK5Dy2AGkjvoHuqAa9l9fmBzLbzYWd584BnXV9jZfGrDng2KPe13fa3ic23Ii1JEtDNuaiKZ2NlQ/rf/uhMOSxwL3foigf55F5IImNt3L/2Dxi9ppwxoCcislF0hfooWJVSIiIiIisoLJVSIi8hi6wOrQSqzkbi/BLwLpw9ciedIF0X6pRZ4AwP/o/BLaVdXwOKfbW4DCy7CdOWCe4XFB4aJItpQ1EAKirR7zvfAHZIK2xHsAgCL7RvHPI/cq9jgRERERERFZx+QqERFVTjIZoPRDVo/3DbvSHvnP+vmCYP1WeSkAgIK6/QC5EpB7QV21PTRhMdCG1DGclzlgLtKGrUF+83HOt99B6shm4h1cvIqIiIiIiMhhTK4SEVGllt/yCSRPuYrkqdcBhRcy+86RPlGTZ/Ue3jf3AwAEhY9+h0yG9OFr9LVM5UrjiV7+0FTvqJ9qbqfMPrOKPZ4ybi9y2061elxVuxfuPnkK6Q/9hbzm4w37BZ9gu9tCREREREREekyuEhERmdQcVVeTrsXqe3aV9LWqHPhc3AgAUGRdN+6XyZ2uZZrb8gnD44KGQ6AJi7E8qUoLZD3wM3TBtaGJMNZhVUe1EJ0mz7kNwScEUHghu/s7SB+yDHefOuNQopeIiIiIiIj0lCWfQkREVHnoAqpK7lemXbDY53UzDqFrRxi25YXlAVwlp/t70IY1hCayOeDlD51fGJBmPJ7XZQb8BrwBTVoOoNFBVauX4ZgusDqQfMKwrarexXihwgfq2r1d2lYiIiIiIqLKiMNViIiITCm8kddkFHTewUgb/gdU1TsDAHR+kRanBm5/TbSd0+V117ZFJkN+8/HQVG0LAPC+GWc4VFD7HuS3nSQ6XfALR/qDvyGz37fIuvcr0bHcji+6tm1ERERERETEkatERETmsu+dhezenwIKL2iqtIb3zf0IOPAlcts/D0XKGQQc/Bq57Z6DIuuG6DptaP1Sa2PmkF+gVFp+R6qu2c3wOHnqdShSz0OmyobgG1ZqbSMiIiIiIqosmFwlIiKSovACACjvHDPsiljYFHJ1NgDA59Imi0s0Uc3d2qTsrm8hcO8HyOk0w+ZrtOESdVqJiIiIiIjIJZhcJSIiKoYusIbhcVFitazktZmEvNZPAzJZmbaDiIiIiIiI9FhzlYiIqBjZ3d4u6yaIMbFKRERERERUbrh05OqaNWvw+uvSi3l06tQJP//8MwBg5syZWLVqleh4jRo18O+//7qyOURERE4T/MKR/PQFRC1oVOx5qtq9S6dBREREREREVG64NLk6aNAg9OjRQ7Tv77//xieffILJkycb9p07dw6TJ0/G2LFjDfsUCoUrm0JEROQ6St8ST8kY/EspNISIiIiIiIjKE5cmV319feHra/wAmpSUhG+++QbPPPMMunbtCgAQBAEJCQl4+umnERUV5cqnJyIico9ipuILMjnuPpNYio0hIiIiIiKi8sKtNVe/+OILREdH4+mnnzbsS0xMRG5uLurXr+/OpyYiIioVMkFX1k0gIiIiIiKiMuLSkaumzp07h7/++gvff/89vL29DfvPnz8PAPjll1+wc+dOyOVy9OzZE9OnT0dQUJDDz6dUesbaXAqFXPR/sh9j6DzG0HmMofMqSgxze39cZu9BFSWGZYkxdI2KGEdP6VtaUxH/TUoT4+ccxs95jKFzGD/nMH7OYfyc52kxtCu5ev36ddx7771Wj+/btw/h4eEAgKVLl6Jx48YW558/fx5yuRzR0dGYN28eEhMT8fnnn+PChQv46aefIJfbHzi5XIawsAC7rytLwcF+Zd0Ej8cYOo8xdB5j6DyPiWGXZ4F93+kfyxTAiIVAaB3412wP/7JtmefEsBxjDF2josTRE/uW1lSUf5Oywvg5h/FzHmPoHMbPOYyfcxg/53lKDGWCIAi2nqxWq5GYaL2uXN26daFQKJCfn48uXbrglVdewaOPPio6R6fTISMjA2FhYYZ9x44dw8MPP4zff/8drVq1svtFaLU6ZGbm2X1dWVAo5AgO9kNmZh60Wk4ldQRj6DzG0HmMofM8MYZh31QHAGQPWgB1o8Fl3BrPjGF5wxi6RnmIY3Cwn8tGN3hS39Ka8vBv4skYP+cwfs5jDJ3D+DmH8XMO4+e88hBDe/qWdo1c9fLyQoMGDUo8b8+ePVCr1Rg4cKDFMblcLkqsAkCjRo0A6BfAciS5CgAajWf9wGq1Oo9rc3nDGDqPMXQeY+g8T4phxoB58LpzDHl1BwLlqM2eFMPyijF0jYoUx4ryOirSv0lZYPycw/g5jzF0DuPnHMbPOYyf8zwlhm6puRofH48mTZpYJFEB4NVXX8WdO3ewdOlSw74TJ04AABo2bOiO5hAREbmEquFgqBqW/YhVIiIiIiIiKh/cUhn29OnTaNKkieSxAQMGYN++ffjuu++QmJiIHTt24I033sDgwYNtGhVLREREREREREREVB64ZeRqcnIyWrRoIXns3nvvxezZs7FgwQIsXLgQQUFBGDJkCF544QV3NIWIiIiIiIiIiIjILdySXN24cWOxxwcOHChZj5WIiIiIiIiIiIjIU7ilLAARERERERERERFRRcfkKhEREREREREREZEDmFwlIiIiIiIiIiIicgCTq0REREREREREREQOYHKViIiIiIiIiIiIyAFMrhIRERERERERERE5gMlVIiIiIiIiIiIiIgcwuUpERERERERERETkACZXiYiIiIiIiIiIiBwgEwRBKOtGOEsQBOh0nvMyFAo5tFpdWTfDozGGzmMMnccYOo8xdB5j6DzG0DXKOo5yuQwymcwl9/K0vqU1Zf1v4ukYP+cwfs5jDJ3D+DmH8XMO4+e8so6hPX3LCpFcJSIiIiIiIiIiIiptLAtARERERERERERE5AAmV4mIiIiIiIiIiIgcwOQqERERERERERERkQOYXCUiIiIiIiIiIiJyAJOrRERERERERERERA5gcpWIiIiIiIiIiIjIAUyuEhERERERERERETmAyVUiIiIiIiIiIiIiBzC5SkREREREREREROQAJleJiIiIiIiIiIiIHMDkKhEREREREREREZEDmFwlIiIiIiIiIiIicgCTq0REREREREREREQOYHLVBebPn49x48aJ9u3atQsjRoxAmzZtMGTIEPz111+i48nJyXjxxRfRuXNndO3aFR988AFyc3NF5xw/fhxjxoxBy5Yt0atXL8yZMwc6nc7tr6c0pKen4+2330bPnj3Rtm1bPPLII4iPjzcc37dvH4YPH45WrVrhvvvuw4YNG0TXFxQU4L333kOXLl3Qpk0bvPTSS0hNTRWdU9I9PF1pxLCIIAiYOHGixc95RVAacdy7dy9GjBiB1q1bo2/fvli8eHGpvLbS4mwMTb399tt47bXXLPavXr0aQ4YMQevWrdG/f38sWLAAWq3WLa+nLJRGDC9fvoynn34abdq0Qbdu3fD+++8jLy/PLa+nLDgbw1u3buHFF19Et27d0KFDB0ycOBEXLlwQnbNp0yYMGjQILVu2xNChQ7Fv375SeW2lpTRiWESlUmHIkCGSP6skjf1N+7G/6Tz2N53DfqZz2Md0HvuYzmH/0jmVqm8pkFOWLVsmNGnSRBg7dqxhX3x8vNC4cWPh/fffFxISEoS//vpLaNOmjbB27VpBEARBpVIJgwcPFgYPHiwcPHhQOHnypDBq1CjhscceM9zj0qVLQqtWrYS33npLuHz5svD3338Lbdq0ERYsWFDKr9A9Hn/8ccPrv3TpkvDee+8JLVu2FC5evCgkJCQILVq0EL766ishISFBWLRokRAbGyvs3bvXcP1rr70m9O3bVzh48KBw7NgxYejQocKYMWMMx225h6dzdwxNLVmyRIiJiRH9nFcU7o7jxYsXhebNmwvffvutkJiYKGzYsEFo2bKlsGzZsrJ4uW7hbAwFQRC0Wq0wa9YsISYmRpgxY4bo2J9//ik0a9ZMWLlypXD16lVhw4YNQtu2bYVvv/22NF+mW7k7hqmpqULXrl2FKVOmCBcuXBD27NkjdO/eXXjnnXdK8VW6lzMxLCgoEAYPHiyMHTtWOH78uHD+/HnhueeeE7p06SKkpKQIgiAI+/btE5o1ayb89NNPQkJCgvDpp58KzZs3FxISEsryZbuUu2No6oMPPpD8WSVp7G86hv1N57G/6Rz2M53DPqbz2Md0DvuXzqlMfUsmVx2UlJQkTJo0SWjdurVw3333iToBU6ZMEUaOHCk6/4cffhDuueceQRAEYcuWLUJMTIzoF+bWrVtC48aNhbi4OEEQBGHGjBnCiBEjBJ1OZzjnm2++ESZPnuzOl1Uqrly5IsTExAjx8fGGfTqdTujbt68we/Zs4a233hIeeugh0TUvvvii8MQTTwiCoI99kyZNhO3btxuOX7p0SYiJiREOHz4sCIJQ4j08XWnEsMjZs2eF9u3bCw8//HCF6uwKQunEccmSJULHjh1F95g6daowadIkd72sUuVsDAVB/+F01KhRQufOnYXevXtbvCGOHj1aePPNN0X7vvvuO6FXr16uf0FloDRiOGfOHKFnz55Cfn6+Yd/vv/8uDBs2TPQ+46mcjeGePXuEmJgYISkpyXA8Pz9faNWqlbBq1SpBEAThiSeeEJ5//nnRPUaNGiW89dZbbnpVpas0Ylhk586dQteuXYX777+fydUSsL/pOPY3ncf+pnPYz3QO+5jOYx/TOexfOqey9S1ZFsBBp06dgpeXF9atW4dWrVqJjl29ehXt2rUT7YuNjcWNGzdw8+ZNXLlyBWFhYWjQoIHheNWqVREWFoYDBw4AAHbv3o3BgwdDJpMZzpk2bRrmzp3rxldVOsLCwrBgwQK0aNHCsE8mk0EmkyEzMxPx8fHo0qWL6JrOnTvj0KFDEAQBhw4dMuwrUq9ePVSpUgUHDx4EgBLv4elKI4aAfirSyy+/jGnTpqFevXpuflWlrzTiGBERgfT0dPz1118QBAHnzp3DoUOHLP5ueCpnYwgA+/fvR4MGDfDXX3+hZs2aFs/x8ssvY+LEiaJ9crkcGRkZbnhFpa80Yrh7927069cPPj4+hn0jR47EmjVrRO8znsrZGDZq1AgLFixAlSpVDMflcn0XKTMzEzqdDocPH7a4R6dOnUR/Mz2Zu2NYJDU1Fa+//jo++OADhIWFuflVeT72Nx3H/qbz2N90DvuZzmEf03nsYzqH/UvnVLa+JZOrDurTpw++/fZb1KpVy+JYdHQ0bt26Jdp3/fp1AEBKSgqio6ORlZWF7Oxsw/Hs7GxkZGQgNTUV2dnZSE5ORlBQEN544w10794dgwYNqjD1X4KDg9GrVy94e3sb9m3evBlXr15Fjx49kJSUhKpVq4quiY6ORl5eHtLS0nD79m2EhYWJ/oAXnZOUlAQAJd7D05VGDAHgiy++QHR0NMaOHeveF1RGSiOOAwcOxMiRI/HKK6+gWbNmeOCBB9CtWzdMnjzZ/S+wFDgbQwAYM2YMPvroI0REREg+R7t27UQftrKysvDrr7+iR48ebnhFpa80Ynj58mVER0fjk08+Qe/evdGvXz98/vnnKCgocN8LK0XOxjAqKgq9evUSHf/ll1+Qn5+Pbt26ITMzE7m5uZL3MP2b6cncHcMib775Ju655x706dPHvS+ogmB/03HsbzqP/U3nsJ/pHPYxncc+pnPYv3ROZetbMrnqBg8++CD++ecfrFu3DhqNBmfOnMGPP/4IAFCr1ejZsyeCgoLw5ptvIj09HdnZ2XjnnXcgk8mgVqsNneDPPvsM1atXx8KFC/Hkk09i/vz5+Pbbb8vypbnF4cOH8frrr6N///7o3bs38vPzRb+AAAzbKpUKeXl5FscBwMfHx/BHvKR7VDTuiOHOnTuxfv16fPzxxx7/raOt3BHHlJQU3LhxA9OmTcP//vc/fPTRR9ixY0eF/F0G7I+hvXJycvDMM8+goKAAr776qkvaXN64I4bZ2dlYuHAhCgoK8N133+GVV17B+vXrMXPmTJe3vzxwNoZbtmzBrFmzMGHCBDRu3Bj5+fmia4qY/q5XNK6OIQCsXLkSFy9exOuvv+7+F1AJsL9pH/Y3ncf+pnPYz3QO+5jOYx/TOexfOqei9y2ZXHWDoUOHYurUqXjrrbfQokULTJ06FU8++SQAICgoCKGhoZg7dy7Onj2Lzp07o3v37qhWrRqaNWuGwMBAKJVKAEDXrl3x7LPPomnTphg+fDimTJmCn376qUJMMyqydetWPPHEE2jdujW+/PJLAPo/Jua/TEXbfn5+8PX1lfxlKygogJ+fn033qEjcEcPU1FS88cYbePfdd0XD8Csyd/0svvnmm6hWrRqmTJmC2NhYPPTQQ3j11Vcxf/58q6vleipHYmiP5ORkjBs3DufOncOiRYskpyZ5OnfFUKlUol69enj33XfRvHlz9O/fH2+88QbWrVuHlJQU176IMuZsDH/99Vc8//zzGDJkiOHDVdGoIfN7mP6uVyTuiOGlS5fwxRdf4PPPP4e/v38pvIqKj/1N27G/6Tz2N53DfqZz2Md0HvuYzmH/0jmVoW/J5KqbTJ06FYcPH8b27duxdetWVK9eHQqFAtWrVwcAtGnTBps3b8aePXuwf/9+vPzyy7h27Rpq165tmP4RExMjumejRo2Qm5tbYd4oly1bhueeew733HMP5s2bZ/jjUq1aNdy5c0d07p07d+Dv74+goCBUrVoV6enpFr+Id+7cMXTMSrpHReGuGO7YsQPJycl444030KZNG7Rp0wbr169HfHw82rRpg5s3b5baaywN7vxZPHTokKjODAC0bt0aGo3GMH2zInA0hra6ePEiHn74YaSkpGD58uUWMa0I3BnDqlWrolGjRqJ9Rds3btxwQevLB2dj+MUXX+Ddd9/F+PHj8cknnxjqOoWGhsLf31/yHhUtIeCuGG7cuBE5OTl4/PHHDe8r8fHxWL9+Pdq0aVN6L7CCYX+zZOxvOo/9Teewn+kc9jGdxz6mc9i/dE5l6VsyueoGy5YtwwcffACFQoEqVapALpdj8+bNaNOmDQICAnD16lWMHj0aqampiIiIgK+vL+Lj45Geno6uXbtCoVCgbdu2OHbsmOi+586dQ3BwMEJDQ8vmhbnQihUr8MEHH2DMmDH46quvRMPB27dvb1hoocj+/fvRtm1byOVytGvXDjqdzlDkHdDXerl9+zY6dOhg0z0qAnfGsF+/fvjnn3/wxx9/GP7r06cPmjdvjj/++APR0dGl9jrdzd0/i1WqVMG5c+dE9zh37hxkMhnq1KnjxldWepyJoS2uXbuGxx57DH5+fli5cqVFB64icHcMO3TogOPHj4tGop0/fx4KhaLCjM5wNoZffPEFFi1ahBkzZuC1114TTU+VyWRo27atxT3i4uLQvn17N76q0uXOGI4dOxabN28Wva80b94cffr0wR9//FEqr6+iYX+zZOxvOo/9Teewn+kc9jGdxz6mc9i/dE6l6lsK5LQZM2YIY8eONWzv3btXiI2NFdauXStcu3ZNmD9/vtCsWTMhLi5OEARBUKvVQp8+fYQXXnhBuHz5srB//36hZ8+ewsyZMw332L9/v9C0aVNhzpw5wtWrV4UNGzYI7dq1E7799ttSf32udunSJaFZs2bC1KlThTt37oj+y8zMFM6fPy80a9ZM+OKLL4SEhARh8eLFQmxsrLB3717DPV588UWhT58+wv79+4Vjx44JQ4cOFf0b2HIPT1YaMTRn/nNeEZRGHFeuXCnExsYKP/30k5CYmChs2bJF6Natm/Dee++VxUt2OVfE0NTYsWOFGTNmWOzr0KGDcObMGYvnqAhKI4YXL14UWrVqJbz11lvCpUuXhJ07dwo9e/YUXnvttdJ4iW7nbAz3798vxMTECB988IHF9dnZ2YIgCMKuXbuEpk2bCj/++KOQkJAgfPbZZ0LLli2FhISEsnzpLlMaMTQn9bNK1rG/aR/2N53H/qZz2M90DvuYzmMf0znsXzqnsvUtmVx1AalOwKpVq4R+/foJLVu2FIYPHy7s3LlTdDwhIUF47LHHhNatWws9e/YUvvrqK0GtVovO2blzpzBs2DChWbNmQu/evYX58+cLWq3W7a/H3ebOnSvExMRI/lf0i7Bjxw5h8ODBQvPmzYX77rtP2LBhg+geOTk5wptvvim0b99eaN++vfDiiy8KqamponNKuocnK60YmqpInd0ipRXHtWvXCg888IDQqlUroX///sL3338vqFSqUnud7uSKGJoyf0NMSkqyev+YmBi3v77S4O4YFjl27JgwZswYoUWLFkLXrl2FTz/9VCgoKHDb6ypNzsZw5syZVq+fM2eO4by1a9cK/fr1E1q0aCEMGzaswiRQBKH0YmiKyVX7sL9pH/Y3ncf+pnPYz3QO+5jOYx/TOexfOqey9S1lglCBqtUTERERERERERERlZKKUQyIiIiIiIiIiIiIqJQxuUpERERERERERETkACZXiYiIiIiIiIiIiBzA5CoRERERERERERGRA5hcJSIiIiIiIiIiInIAk6tEREREREREREREDmBylYiIiIiIiIiIiMgBTK4SEREREREREREROYDJVSIiIiIiIiIiIiIHMLlKRERERERERERE5AAmV4mIiIiIiIiIiIgcwOQqERERERERERERkQOYXCUiIiIiIiIiIiJyAJOrRERERERERERERA5gcpWIiIiIiIiIiIjIAUyuEhERERERERERETmAyVUiIiIiIiIiIiIiBzC5SkREREREREREROQAJleJiIiIiIiIiIiIHMDkKhEREREREREREZEDmFwlIipjr732Gho3boy4uDibzivpv6VLlxZ7TWxsLNq1a4fhw4dj7ty5yMvLc/MrJCIiIqLS9u2336Jx48aYOHGi1XP27t2Lxo0b49tvvzXsa9y4Mfr06SN5fmZmJpYsWYJRo0ahc+fOaN68Oe699168/fbbuHbtmstfAxGRJ1CWdQOIiMg+kydPRv369a0eb968ebHXaLVapKenIy4uDrNnz8a6deuwfPlyhIeHu63NRERERFQ2du/ejVWrVmHkyJFO3efo0aN44YUXcOfOHdx3332477774OPjg9OnT2Pt2rVYv349Fi5ciPbt27uo5UREnoHJVSIiD9O1a1d06tTJ6WueeOIJrFq1CjNnzsT06dPx008/ubKZRERERFROfPrpp+jevTuqVavm0PVJSUmYNGkSFAoF1qxZgyZNmoiOP/rooxg7diyeeuopbN26FREREa5oNhGRR2BZACKiSmzkyJG47777sH///hLLEhARERGR5xkwYACys7Mxc+ZMh+/xxRdfID09HR9++KFFYhUAYmNj8fTTTyM3NxerVq1yprlERB6HyVUiokruoYceAgBs27atjFtCRERERK42evRodO3aFbt378bvv/9u9/XZ2dnYunUratasabUWKwCMHTsWW7duxeTJk51pLhGRx2FylYjIw2RlZSE1NVXyv/T0dLvv17RpUwDAqVOnXNxSIiIiIioPPvzwQwQEBOCzzz7DzZs37br23LlzyM/PR7t27Yo9LzAwELVq1XKmmUREHok1V4mIPMzUqVOtHgsKCkJ8fLxd9wsNDQUApKamOtMsIiIiIiqnatSogRkzZuDtt9/GzJkz8eOPP9p87Z07dwAA0dHR7moeEZFHY3KViMjDzJgxQ7LWFQAolfb/WVer1QAAmUzmVLuIiIiIqPwaNWoUNm/ejD179mDlypUYPXq0TdcV9S+1Wq07m0dE5LGYXCUi8jDNmjVDp06dXHa/ohGrXNWViIiIqGL78MMPMXjwYHz++efo0aOHTddUqVIFAJCcnOzOphEReSzWXCUiquROnDgBAGjevHkZt4SIiIiI3Kl69ep47bXXkJOTgzfffBOCIJR4TZMmTRAYGIhDhw4Ve15aWhoeeughfPfdd65qLhGRR2BylYioklu3bh0AYMCAAWXcEiIiIiJyt4cffhjdu3fHvn378Ntvv5V4vre3N/r374+bN29i27ZtVs9bu3YtTpw4YajRSkRUWTC5SkRUia1fvx7btm1D9+7d0bp167JuDhERERGVgg8//BCBgYHYvHmzTee/8MIL8Pf3xzvvvIOzZ89aHI+Pj8fs2bMREBCASZMmubq5RETlGmuuEhGVE0uWLMGGDRskj02fPt3weO/evUhKSrJ6n9DQUPTq1Uu0z/QanU6HtLQ0HDhwANu3b0fDhg3x+eefu+AVEBEREZEnqFatGl577TXMnDnTpvOrVKmCuXPn4tlnn8VDDz2EAQMGoHXr1tDpdDh27Bg2bdoEX19fzJkzBzVq1HBz64mIyhcmV4mIyon//vvP6rGnn37a8HjevHnF3qdJkyYWyVXTa+RyOQIDA9GgQQO89NJLGDNmDPz9/R1sNRERERF5opEjR+Lvv//G7t27bTq/c+fOWL9+PVauXIn//vsPu3btQm5uLqpWrYpHHnkETz75JKpXr+7mVhMRlT8ywZYK1kREREREREREREQkwpqrRERERERERERERA5gcpWIiIiIiIiIiIjIAUyuEhERERERERERETmAyVUiIiIiIiIiIiIiBzC5SkREREREREREROQAp5Kr8+fPx7hx40T7/v33X4wYMQJt2rRBnz598NlnnyE/P99w/NChQ2jcuLHFf3Fxcc40hYiIiIiIiIiIiKhUKR29cPny5Zg9ezbat29v2BcfH49nn30W06ZNw3333YerV6/i7bffRnp6Oj755BMAwLlz51C7dm2sWLFCdL+QkBBHmwJBEKDTCQ5fX9rkcplHtbc8Ygydxxg6jzF0HmPoPMbQeYyha5R1HOVyGWQymUvuxb5l5cMYOo8xdB5j6DzG0HmMoWswjs4r6xja07e0O7l6+/ZtvPPOO4iLi0PdunVFx1auXIlOnTph8uTJAIC6deti+vTpmDlzJt577z14e3vj/PnzaNiwIaKioux9aqt0OgGpqTkuu587KZVyhIUFIDMzFxqNrqyb45EYQ+cxhs5jDJ3HGDqPMXQeY+ga5SGO4eEBUChck1xl37JyYQydxxg6jzF0HmPoPMbQNRhH55WHGNrTt7S7LMCpU6fg5eWFdevWoVWrVqJjTzzxBGbMmCF+ArkcarUa2dnZAPQjVxs0aGDv0xIRERERERERERGVK3aPXO3Tpw/69OkjeSw2Nla0rVarsXTpUjRv3hzh4eEAgAsXLiAsLAzDhw/H7du3ERMTg+nTp6Nly5YONN9IqfSMtbkUCrno/2Q/xtB5jKHzGEPnMYbOYwydxxi6RkWMI/uWlQdj6DzG0HmMofMYQ+cxhq7BODrP02LocM3Vkmg0Grz66qu4cOECli9fDgC4desWsrKykJubi5kzZ0KhUGDZsmUYO3Ys1qxZg4YNGzr0XHK5DGFhAa5svtsFB/uVdRM8HmPoPMbQeYyh8xhD5zGGzmMMXaOixJF9y8qJMXQeY+g8xtB5jKHzGEPXYByd5ykxdEtyNTs7Gy+88AIOHDiA7777zjAqtVq1ajh48CD8/Pzg5eUFAGjRogVOnz6NX375Be+9955Dz6fTCcjMzHVZ+91JoZAjONgPmZl50GpZe8MRjKHzGEPnMYbOYwydxxg6jzF0jfIQx+BgP5eNbmDfsnJhDJ3HGDqPMXQeY+g8xtA1GEfnlYcY2tO3dHly9c6dO3jqqadw48YNLF68GB06dDBrXLBoWy6Xo0GDBrh9+7ZTz+tpRYK1Wp3Htbm8YQydxxg6jzF0HmPoPMbQeYyha1SkOHra66hIsS8rjKHzGEPnMYbOYwydxxi6BuPoPE+JoUuLF2RkZOCxxx5Damoqli9fbpFY3blzJ9q0aYNr164Z9mk0Gpw9e9bhkgBEREREREREREREZcGlI1c/+eQTXLt2DYsWLUJ4eDiSk5MNx8LDw9G2bVuEhYVhxowZeOONN+Dl5YUFCxYgPT0dEyZMcGVTiIiIiIiIiIiIiNzKZclVrVaLjRs3Qq1W47HHHrM4vm3bNtSsWRNLly7Fl19+iYkTJ6KgoADt2rXDsmXLEBkZ6aqmEBEREREREREREbmdU8nVTz/91PBYoVDg+PHjJV5Tu3ZtzJkzx5mnJSIiIiIiIiIiIipzLq25SkRERERERERERFRZMLlKRERERERERERE5AAmV4mIiIiIiIiIiIgcwOQqERERERERERFRJXQ9PQ9XUnLLuhkejclVIiIiIiIiIiKiSiY9V41hiw9i5NJ4XE/PK+vmeCwmV4mIiIiIiIiIiCqZuzkqw+OkzIIybIlnY3KViIiIiIiIiIioktEJguGx1uQx2YfJVSIiIiIiIiIiokrGNJ+qY3LVYUyuEhERERERERERVTI6GBOqOl0ZNsTDMblKRERERERERERUyehMBquyLIDjmFwlIiIiIiIiIiKqbATTkatMrjqKyVUiIiIiIiIiIqJKRseaqy7B5CoREREREREREVElY5pQ1TK36jAmV4mIiIiIiIiIiCoZ08GqAkeuOozJVSIiIiIiIiIiokpGB9ORq0yuOorJVSIiIiIiIiIiokrGNJ+q05VdOzwdk6tERERERERERESVjGnN1e93X7br2j2XUnEtLc/VTfJIyrJuABEREREREREREZUuncnI1eRslc3XxSem44W1JwEAfzzZAXezVYitGgQvReUcw8nkKhERERERERERUSXj6CJWx25mGB4PXXTQ8Hhc+5p4rmc9yGQyp9vmSSpnSpmIiIiIiIiIiKgSc3QJK2v1WX+Jv44DV9MdbY7HYnKViIiIiIiIiIioktE5mF3VFDPi9dnVJxxsjedicpWIiIiIiIiIiKiScbQsgFpjZehqJcXkKhERERERERERUSXj6MhVdQkXZuarHbuxh2JylYiIiIiIiIiIqJIxH7lqa1JUrS1+5OrqY7ew62IKpqw6jpsZ+Q63z1MwuUpERERERERERFTJmA9Avff7fXj5j1OY9Nsx/Lg/0ep1Gq34wtVPdMCj7WoYtuMT0/HiH6cQn5iOBxcdQL5a69J2lzdMrhIREREREREREVUyUjVXd1xMweHrGZi754rV63LNkqW1w/zwQq/6hu0Diemi429uOOtUO8s7JleJiIiIiIiIiIgqmZJqruqsLHhluv/zB2IBADKZzOp9dl5Msb9xHoTJVSIiIiIiIiIiokrGPHlaI8RXtJ1doBGdu+9KKlJyVIgM8Dbs79UwwvD462HNJJ+nfa0QzFh3GvFmI1orCqeSq/Pnz8e4ceNE+86cOYOxY8eidevW6NOnD37++WfRcZ1Ohzlz5qBHjx5o3bo1nnrqKVy7ds2ZZhAREREREREREZETFo5uJdq+nm5cjGr29kuYtvokXv7zFH47chMA8HSXOpCbjFjtXj8CUuKvZeDfC3fxydYLbmh12XM4ubp8+XLMnj1btC8tLQ2PP/44ateujdWrV2Pq1Kn48ssvsXr1asM5P/zwA1asWIEPPvgAK1euhE6nw5NPPgmVSuXwiyAiIiIiIiIiIiLbmZcFiAr0wcGXehq2n1t9wvD418M3AAAnb2UZ9v100L7Bkolpeegwayc6zNoJtVbnQIvLJ7uTq7dv38bkyZPx5Zdfom7duqJjv//+O7y8vPD++++jQYMGGDFiBCZMmIAFCxYAAFQqFX788UdMmzYNvXv3RpMmTfD1118jKSkJ//zzj0teEBERERERERERERXPWk3VIpn5mmKPKyTqrO6a1g0DmkSV+NzL4q/jSkpuied5AruTq6dOnYKXlxfWrVuHVq3Ew4Xj4+PRsWNHKJVKw77OnTvjypUruHv3Ls6ePYucnBx06dLFcDw4OBixsbE4ePCgEy+DiIiIiIiIiIiIbGUtt/pQq2qGx+9uOotB8/dLnjepWx2Lfb5eCnx4f1McfKknJnSsZfW5f9h9BSOXxiMjT21fo8shZcmniPXp0wd9+vSRPJaUlISYmBjRvujoaADArVu3kJSUBACoVq2axTlFxxylVHrG2lwKhVz0f7IfY+g8xtB5jKHzGEPnMYbOYwxdoyLGkX3LyoMxdB5j6DzG0HmMofMYQ9fwpDjKzJpY1P/p1iAC/zt2CwCw4fQdq9cPa1Wt2D7T2I61sPRA8aUDLqTkoHPdcNE+T4oh4EBytTj5+fnw9vYW7fPx8QEAFBQUIC8vDwAkz8nIyHD4eeVyGcLCAhy+viwEB/uVdRM8HmPoPMbQeYyh8xhD5zGGzmMMXaOixJF9y8qJMXQeY+g8xtB5jKHzGEPX8IQ4+vn5iLaL+j++fpk2XR8dGQRfL4XV46Gh/iXeY8pvx3Hl0/slj3lCDAEXJ1d9fX0tFqYqKCgAAPj7+8PX1xeAvvZq0eOic/z8HA+YTicgM9Mz6jQoFHIEB/shMzMP2gpUvLc0MYbOYwydxxg6jzF0HmPoPMbQNcpDHIOD/Vw2uoF9y8qFMXQeY+g8xtB5jKHzGEPX8KQ4ZuXki7bT0nIAADKN1qbrc7LykCdRd9XUb4+3x6gl8cWeU/S8RcpDDO3pW7o0uVq1alXcuSMeLly0XaVKFWg0GsO+2rVri85p3LixU8+t0ZTvH1hzWq3O49pc3jCGzmMMnccYOo8xdB5j6DzG0DUqUhw97XVUpNiXFcbQeYyh8xhD5zGGzmMMXcMT4qjRGouuLhzVytDetjWCi70uKtAby8a1hU4rQIfiF8WqH+6Pgy/1xOYzd7As/jq+Ht4cA+eJa7hai5MnxBBwYEGr4nTo0AGHDh2CVmvMcO/fvx/16tVDREQEmjRpgsDAQMTFxRmOZ2Zm4vTp0+jQoYMrm0JERERERERERERWCIUrWvVuGIHWNUMM+2UyGT57IFbymrUTO2DjpM4I9/eWPG7NgKbR+GVcW0QGeGP7c12x5gljHjArX+NA68sPlyZXR4wYgezsbLz55ptISEjAmjVrsHTpUkyaNAmAvtbq2LFj8eWXX2Lbtm04e/Yspk+fjqpVq6J///6ubAoRERERERERERFZUZhbhUxian/TKoGGx28N0C9e/3Dr6qgZ6nwd1ABvJSIDjcnZuXuuOH3PsuTSsgARERFYtGgRPvroIwwbNgxRUVF49dVXMWzYMMM506ZNg0ajwcyZM5Gfn48OHTpg8eLF8PLycmVTiIiIiIiIiIiIyApdYXJVLlE21duk3ui9MZHo1SACwb6uSyP6mSyEteroTTzRqRYiA30kz9UJAuQl1HYtS05F5dNPP7XY17JlS/z2229Wr1EoFHjllVfwyiuvOPPURERERERERERE5KCisgAyWCYuIwK8MaFjLfgo5QjwdunYTIO2NUNw+HoGAGDg/Dj8NqEd6kcEiM45dSsTz64+gSnd6uHhNtXd0g5nubQsABEREREREREREZV/RUtFSY1cBYCpPerhyS513Pb8L97TQLQ9aukhi3M++Oc8sgu0+OLfBLe1w1lMrhIREREREREREVUyhpGrZTTjvnF0IAK8FcWec/Fubim1xnFMrhIREREREREREVUyumIWtCot/z3b1eqx1BxVKbbEcUyuEhERERERERERVTLawuyqwlpdgFIgk8nw6r0NJdtx7k62aFtTlA0uZ5hcJSIiIiIiIiIiqmTUWn3VVa8yTK4CQLCPfsEsrU5AdoHGsP+zrRdE52Xmq0u1XbZicpWIiIiIiIiIiKiSKRoJqizj5KqfSd3VtzeeNdSCzcw3JlqHt6yGMD+vUm+bLZhcJSIiIiIiIiIiqmQMyVVF2aYHu9ULNzzedSkVbT/fgVyVBsNaVgOgLxfwer9GZVobtjjKsm4AERERERERERERlS6NtnyMXJWq+Rr79mbD45Gtq5dmc+zGkatERERERERERESVjEanr7la1snVkniX8cjakpTv1hEREREREREREZHLFZUF8FKUfXK1SXSg1WOJabml2BL7MblKRERERERERERUyRgXtCr79KCymAQvywIQERERERERERFRuVKgKT9lAR5pWwMA0K9xFP6e0ll0rG2t0DJoke24oBUREREREREREVElcfFuDo5cz8DfZ+4AALJVmjJuEdC/STQaRAagSpAPQgO8cfaD+9D1k20Y36FWuUj+FofJVSIiIiIiIiIiokpi9E+HRNtFI1jLWoPIAMNjXy8Ftj3XDZpy0rbisCwAERERERERERFRJVU0JZ8cw+QqERERERERERFRJVU12Lesm+DRmFwlIiIiIiIiIiIicgCTq0RERERERERERJXQ2okdyroJHo/JVSIiIiIiIiIiokpAqxNE2zVD/cqoJRUHk6tERERERERERESVwNnbWYbHKx9rV4YtqTiYXCUiIiIiIiIiIqoEslVaw+P6Ef5l2JKKg8lVIiIiIiIiIiKiSqBAowMAxFYNgkwmK+PWVAxMrhIREREREREREVVAWfka3M4qMGyvOHQdAJCSoyqrJlU4yrJuABEREREREREREblen+/3AgCWPNoagd5KHLqWAQCihCs5h8lVIiIiIiIiIiKiCuzxFUfLugkVFpOrREREREREREREFUSBRocJy4+gaZVAq+e0rRlSii2q2JhcJSIiIiIiIiIiqgAy89U4eiMTCXdzkHA3x+p5Hw9uWoqtqthcnlyNi4vD+PHjJY/VrFkT27Ztw9y5czF79myL4+fOnXN1c4iIiIiIiIiIiDxevloLL4UcCrlM8vgrf57C9oQUm+4VEeDtyqZVai5PrrZp0wa7d+8W7Tt69Ciee+45PPPMMwD0SdQHH3wQr7zyiqufnoiIiIiIiKjMXE/PQ5CPEiF+XmXdFI8hCAJkMulkERHpXUrJwailhwAAB1/qKXmOrYnVAG+Fy9pFbkiuent7IyoqyrCdm5uLTz75BMOGDcOIESMAAOfPn8fDDz8sOo+IiIiIiIjIk11NzcVDS+IBAINio/HewCZl3KLyLyNPjb4/7AMA7JveA0orI/KIKrtX/zxd7HGdIBR7fEq3usgq0GBZ/HWsndjBlU2r9OTufoJ58+YhLy8PM2bMAACoVCpcuXIF9evXd/dTExEREREREZWac3eyDY83nr5Thi3xHNPWnDQ8HrwgrgxbQlS+1Qz1K/b4vD1Xij3+ROfaeL5XfRx8qSfC/FkSwJXcuqBVamoqli5dipdeegmhoaEAgISEBGi1WmzevBkfffQRCgoK0KFDB7zyyiuIjo52+LmUSrfniV1CoZCL/k/2Ywydxxg6jzF0HmPoPMbQeYyha1TEOLJvWXkwhs5jDPXWHruF9/8WryOSp9UhyKfkj92VNYYanQ6nk7IM2yk5KuRqtAjyUdpdJqCyxtCVGEPXcFcc91xONTzOVGkQbpIgTUjOxpK4a1avfeXehh7TtwE872fRrcnVFStWICgoCKNGjTLsO3/+PADAz88P33zzDVJSUvDVV19h/Pjx+OOPP+Dr62v388jlMoSFBbis3aUhOLj4bxyoZIyh8xhD5zGGzmMMnccYOo8xdI2KEkf2LSsnxtB5lTmG+WqtRWIVAMb8fAi7Xu1j830qWwyvSKxk3uubPagR6oc5j7RGuzrhdt+zssXQHRhD13BVHDPz1Wj57j+ifYnZajSoEQYAOHglFSN/jC/2HhEhfh7XtwE852fRrcnVP/74A0OHDhUlTIcOHYqePXsiPNz4R7JRo0bo2bMn/v33XwwaNMju59HpBGRm5rqkze6mUMgRHOyHzMw8aLW6sm6OR2IMnccYOo8xdB5j6DzG0HmMoWuUhzgGB/u5bHQD+5aVC2PoPMYQeHSpdGLjWmoe0tIsE4jmKmsME26mS+6/kZ6HEXP34ciM3jbfy9NjePJmJuKupmF8x1rwKqPRep4ew/LC1XFs89l2i3252QW4czcLA37Yh7RctehYvQh/9ImJRK+GkRj/y2EAQDV/pU1/i8qL8vCzaE/f0m3J1bNnz+LatWsYMmSIxTHTxCoAREdHIzQ0FElJSQ4/n0bjWb/4Wq3O49pc3jCGzmMMnccYOo8xdB5j6DzG0DUqUhw97XVUpNiXFcbQeZU1hlqdgDO3syWPda4TZldMKlsMk9Lziz1uGgu1VmdT0tFTYziuMAkW5K3A8FbVy7QtnhrD8sYVcVy496rkfpVGi50X7lokVgHg8yGxqBvhDwD4dEhTXE7JRWyVII/8N/WUn0W3fR0SHx+PiIgINGkiXh3x66+/xoABAyCYrGJ2/fp1pKWloWHDhu5qDhEREREREZHL5Wu0ou2P7m+CFtWCAQBeCvvqhnqa6+l56DBrJzrM2in6jG+r7QkpAIDaYcVP/T1/JxtdZ+/Gi2tPFnteRXA1La+sm0A2EgQBx29mQuWm5N/2C3exYJ90clWrA3ZfSrXY379xlCGxCgD3xkThyS513NI+MnLbyNXTp0+jcePGFvv79euHxYsX491338WECRNw9+5dfPzxx2jbti169OjhruYQERERERERuVxGnka03b9JNDQ6ASduZWLXpVQIgmD34kyeYtjig4bHp29no1nVIJuvzVFpsPV8MgAgsYSE4ht/nQEA7JJIJlU0vmaLDml1Ar7fdRmta4agZ4OIMmoVmcpRadD7272ifQdf6uny55m394rVYzpBgNT3GR1qh7q8HVQyt41cTU5ORmhoqMX+5s2bY+HChTh37hyGDx+OZ599Fk2bNsW8efMq7BsOERERERERVUzx19It9oX4eRV7vKKoFuxjeLzm2E2r5609fgvPrDqO4zczsbdwxfPjNzMNx0e1kZ4G3/+HfchRaSrVaM7NZ5NF2+tPJuGX+Ot46Y9TZdQiMrejcMS1qewCjcSZzhnYtIpou2FkANrU0I+KP3EzE3+eFJfWbF87FP2bRLu8HVQyt41cXbhwodVjXbp0QZcuXdz11ERERERERESl4oPN5w2PPxvSFAAQWyXQsO9WRkGpt6m01Ar1w61M/etbd/I23hpgOXsVAD7ecgEAcDDxKABgeu/6+Hr7JcPxl+5pgN+O6JOzz/aoh+92XQYApOWp8fr6M+5qfrl0IyMfgiBAACCXyXAh2XMWIaosCiTKAHz0zwV8Uvj77yrmZUVmDW2GV/7UJ9l/ib9ucf7ckS1d+vxku7JZgo6IiIiIiIjIw5nXWuwTEwUA8PNSGPbtumQ5yq2iOJCY7tB1polVAJDJZJjYuTa61QvHmHY1EOJrHAe270qa6FxHaruWdxqd+DX1nLMHnb7ahZsZ+RY1fansySUmXW89n4yDiWmWB5xg/ntSPcQX560k2yd0rOXS5yb7MLlKRERERERE5ICdF42JU2+TUWa+JsnV7RJTiCuCtFyVaNvaolRSo/ykTO5WF7OHN4dSIcesoc2snmeeiKwIzJP0+YXbDy46AG3Fe7ker+jfJCrQW7T/3B3XjDK+kpKLQ2blRL4d0dzq+ZsmdcLUHvVc8tzkGCZXiYiIiDyERqvDsvjruJCcXdZNISKq9ARBwOt/Gaesj2pTowxbU/rO3hG/FzWKCpA875lVx4u9T/UQX4t9PkrrqQp1Bcw2qrTWE9AbTt0uxZaQLXSFCf7m1YJF+zPz1Q7f88ztLGw8fRuJaXkYuTQek383/t54KWToXDccAPBg86qi62qH+SEy0AdUttxWc5WIiIiIXOvXwzcwZ6e+Dp07VqW1R9G0TC5ISkSV1VdmU3Ynd6tr9dwclQYB3hXr4/c1s0WmtBIjStNyVaKFq8w1rRKI9wc2sdhfLdgy4VpEo9MBUFg97onMR65S+aXW6vDZtgQAgEImw4v3NMBX/10EAFxPz3f4vuOXHQEA3N+sisWxZ7obR6XOHBCDiV1q4/C1DLSqEYyaodIjxql0ceQqERERkYcoSqwCwIML47Dm+K0ya8uM9Wcw5pfDyFezFhwRVU4rD98wPH7pngbwNhtt+eq9DQ2Pe3+7FxqdAEEQcCdLvwBUQnIOVh6+YfO0+fKmKJEU5KNPGu83qY0qCALe2XQW/efut3r9873q4+exbVE3wt/iWIifF5aPa4sqQfoReYNijSugV7aRq1S+iEqBKGUY3aY6Hu+kr3ealufYyFXTOsKJqbkWx0e3FY+Krxbsi/ubVWFitRxhcpWIiIjcShAEHLuR4dRUKbJ0M7MAn2y5gLvZZbMK9X8X7uJCcg7+vXC3TJ6fiKg8yVFpLPaNbF1dtH3qVibm7bmC+xfE4dudlzBr+0XM+u8ifth92eLa8m7x/qv4tTC5rCtMDOVrdMgu0MchM1+DjafviK4xX/m8jpUarUViogMxd2RLvN6vEWbc28hw/fDFB4udKn8nqwCrj930qC//bE0Y56o85zVVVK+tN5YCuZOtgkwmQ9uaIQAs6xDbyjQpe+JWlujYwZd6Qim1ghaVK0yuEhERkVvtuZyKJ1cew+MrjpZ1UzyCIAh2LdZxO9uxjry9LiRno8vXu7D3cirUJiNs0h0cpUFE5MnMp3EfvWF96nuR9DwNfoy7BgD4+eB1xCemAxCPhAOAfLUWHWbtxJQSapWWpXl7rhoe55gk/IYtPghA/wWcuc2Tu6BrvTDDdrf64SU+T60wPwxvWQ3+3gpDgilXrcW7f5+zKEsA6P9dBvywD59uTcCSA9dsf0FlLN5k8aIp3epiZOvq2DWtG36f0B47nutmOHb+Dmuulyf3F46oDvPTL2yVlutYn+hqquXPMnkWJleJiIjIraavPQUASEzLQ7qDnc7K5LNtCejz3R4kSnxolJKc5f6Rq/lqLR79+TA0OgHPrzmJfLUxqSBUvNmZREQlMv9iaWr3uiVeczlFeiVxL4X4Y/mXhfUb4xPTPe59syguc/dcEe1/uksdBPkqsfeysXSA3M6a3XlqcUJ7+I8HLc7ZdNJYLmfPpVS77m/N7ksp6P7Nbvx1Kskl95PyeWENTwB4onNtvHpvQ/h6KVAvwh/+3sb6svuvpkldTqVEJwioFqwvVVEvwh+Dm+kXlwrz9wIAZOSpHaqfu9vKz+oTheUGqPxjcpWIiIjcxnyERb+5+8qoJZ5j9bFbyFPrsOWccTrlmmM38dr605Lnn7mdJbnfmtNJWVgef92u6ZJbziWLtg9fzzA8LhrFqtMJkouZEBFVRFmF09+DfZXYPKUzmlQJkjxv6aOtDY+/330FLcxWFwdgMeW3ZohxMafy+L4pmH2r9vuE9qLtk7cyYf52oC2lb+JuZRgXFMpzUVmAj/65gAKNDu/9fd7itZeW2oUlFCIDvMvk+Ulv5oazuJWp/1LbtKxFVKD+30UrAN2+2Y05Oy5JXi9Fo9Xh54OWo6yHtaxa7CJ5VL4wuUpERERuceR6Bsb8cthi/61M4wef4zcz8eCiA8XWTqtMTMsBzNtzFXlqLY5ez8AnWxOw7bx0bdOiKaa2yMhT47HlRzB7xyVDrTxbmI6aAYCX/zxleJyt0kKrE1D/jY1o/8UOpDpYb4yIyFMcuZ6BVUdvAtCP7A/3t57wamaWTD1xy7J8QNGCUEWKErdFsgss67mWpZuZ4hXR65ktSPX4iqNlVjJm/o6Lhse2zgApyd0c4/uaVLkDZ101WcDoywdjJc9pVlWfvL9dCrNVPNXFuzm4IrEYlCuZftl8KcX4XDKzUdhL9iei7msbbOoTmdcmLjK4WVWL+1L5xeQqEREROUyjE5BcuKDSkrhEfFU4lfHLfxPw9G/HJK/JKdCPJLmbo8LEX4/iZkY+3v37XOk0uJw7eVP8obvnnD14ykocTW05l4yEu9LTTU0dvWEccfrD7is2j8ApbgRGep4a/5w1fjDYei4Z7/99Dudusy4cEVU8h66l4+nfjmH1Mf30c5UNCxFN61lPcv+IVtUAwJCAuZOZD0EQLKa/9/thHzLKUX3rubuvGB7vn97DpmsmdNRPby4agRnsqyzudJsULSJkyrzm5Yebz9t0r/jEdHSYtRNfb79Y7HneStenUN7aeNbwuGeDCMlzimqyLvWgOrKlKU+txeifDmHkknhcTc3F4AVxWLTvaskXOuGJTrVLPOfFNSdLPGfvFemSAD4Kpus8Cf+1iIiIyGHPrT6BQfPjEHc1DT/svoJfD99Ah1k78duRm1avUev0HxqLFvIoYr5dGSkVjo1QeOOvM3jkp0MAgBsZefjl4DVRzS9BELA8/jpe/lNcWmB7gnERlU1nbqPDrJ148tej0AkC/jh+C3FX0/DVfxdxM9P6SJm0XLVo1NYX/17E+lO3MXaZ5ahlIiJPphMETP7d/kWm+jWOstj33sDGeLhNdQDAldQ8bL9wFx0/3oZJK48hIVn85ZRGJ6DvD/vKzcyAzWeNo/cUhSUNPrq/idXzA7wV8PXSz4D4elhzDIqNxsLRrex+3hom5RIAIN+stuUliS8Z/zyZJBp5ak3R4mErDulnddzOKkCHWTvR57u9ovO09pfTLFGjqADDY2sjFZNLafFKT5Vrsqja25vO4XZWAebvvYq72e4b6Tugifj3enrv+hbnHLNhobvr6fmS+2OiAyT3U/nE5CoRERE5rCgh+uz/ThR7Xue6xtWBN5y6jfRcNXRmoybL86rI7rIjQb9Ixrbz+g+q+WrbP7U92q6G5P6hiw5izs7L+PAf42idNcdvYbbE6NNX1+mTrVqdgLc36kcPH7uZicX7E/HRlgt49n8nSiwfkJarQoHGNXXtiIjKK7VW5/BK7VWDfS32NYgMEH0xNb1whNvBxHQcsZKQKe6Ly9IkNWK0f5NoyXP/mdIZGyd1NmzXDvPDewOboH6E/Ymj5ePbirZPJ2Whw6ydeH39GVxOycWIxZYLXAEwzKqxJsmszIFaq8PgBXEALEs05KhcX6KhqI7qw62r23xNSo4Kb208i6MmNdArM9OctGmZhVXHbkmc7RpKs5Gl9c3KY9ji8PV0nDP5u9K7oX7ksp+XnCUBPAyTq0REROR2345oYXj825Gb6Dd3H9Yet+zwlre6cu6k1urw8p+nUKDR4bX1ZwAAuVYW3wiRmD4ptXiU6SJVm87cwbk72Ri/7DA+3ZpgcW6RIQviDNNbiyzYKz2V7t37GlvsS81V49dDttdvJSLyNPlqLbrO3o1xy45YHKttsqiNPSIDvBHq52XXNTVDLJO0ZSGwsEbs6/0aifb7eRnTCwObRmPtxA4I8/e2qNvtqABvJZY+2hpPd6kj2r/1fDIeXhov2hfub4yt+aKM5n4wKXMA6JO21lxNzbX4cthZOYWjLgN8rMfpsweMtViTswvw5b8J+PvMHZtKB1UGOpM+UY7JKNYf9ye65fm8JGYaBfla/j6bj7Y2N+k348CCqd3r4qV7GuCFXvVFX0iQZ2BylYiIiJCr0rptBdwDL0rXYzsqMTLHtCZoRZaZr7aYathh1k58Y6W26aJHWlvsU0nMTZyz87LhcYivEs/97wTOlFD7NCmrAF/8az35auq+ppYjk25k5GP/lTSbrici8kTF/Y1UODC6LNTPC2GFyb8OtUOtnjelW10cfKmnIYG7+5J0bUZXyMhTo8OsnXhxrbFG5PX0PMN069RcFTrM2okOs3Zi50V9SZlAs6TpB4Oaom3NEKyd2AHvD2qCmqGOJZ6L06xaMDrWCS32nOn3NMAcky91ARgWIJNiOqUc0C+MZM2PcdfQ6atdKNC4rj5AdlFy1dt6HdqW1Y0Lo7276Ry2mixyqZH4srWyyVZZn0Ej9WW0NRqtDp9tvWCYUWSuSpAPAGDR6NYWx4JNFqYr+kLhRkY+Vh+T/tkzT9I/1rEWqgb7Ykz7moYvMMhzMLlKRERUyd3IyEOvb/dY1ON0hfcHNbZrWtP0tadKPqkCmL/nqkWtOMD6ysaRAd4wHyTRu2GkxXmmHx51ApAmsQDK+qc62tlao6LaeoBlrTEioorqmpWaiIBjtbIXP9Ia8sL3xoPF1Bsf074mAON7w79uWKm+yMgl+pGfuy6lIi1XhSVxiRi2+CAeWKifHj9jnWUfwXxRql4NIzB/VCu3JFVN+ZSwqFTL6sGoGy6eov35tgSk50ovCtaqRrBo+5NiZnsU+c+F/xZFi5UFFDPC1zRxd8DsZyauEn/BWZQ4PV5MbdPMfNsXg/svIQX/O3YLr60/Y1iw1VRRPXupkauBJiOPi353AeDTrQkYtvgA8sxmJ6Wb9dE8ugyAmwZoeBImV4mIiCq5P44nAYBhJIotTt7KxCyJGmZvFk4RVMiAFePbYmDTKoZjAyVGPQJAtWAfw+P+Eot+VBTpeWrcP38/nl55FMdvlrzAQREvhQyBPkosHdMGqya0x9JHW+OLB2LRtV54sdeZ14kDgK3PdJGs/VeSxzrWwsJR+sVHOtcNg7+XAi/f09Du+xAReQqtTkB8YjqyCzQ4YlbXMjrQGx8PboraYX54R6JcipQ2Jgk8W0oJrHq8vSGJ2KKa8Vp3zTIx/TLupT9OGabKZ+Tr30ukZpsEldHouuggn2KPt64ZAh+lHEsebS3aP2GFZVkHoPi80HcjWuC/Z7ta7N905naJ7bTFm3+dMYxILm60oncxCeW7Oe5btKm8EgQBs/67iM5f78L3uy4j26wWbnSgsZ5xipWkurm/TiXhjb/OGLYHzY/DD7uNM4Ly1VrD70lUgA+8L2+Bz4U/DcdD/LxQL8IftcP80L2+uI92PT1flJA/lZSFAXP329Su8kyecRUha0cgdO0IQHDDam8ehGONiYiIKjmp2mH7rqQiV6VF82rByMhTIyY60HDs+M1MTPz1qOS9BjergqEtq0kee2tADFrVCMbFu7miEZY/j2mLJQcSseLQjRI/MHmytcdv4U62CndsXPH3v2e74rtdlzEoVp+gblIlyOk2hBTW9+vZIEKUTA/wVuDLB5shMS1XcsTOsz3qGR7PHtYcKq0Ofl7F19DzUcohCIJnj8Qgokprefx1fLvrsuSxO9kq9GschX52fCH4/qAmWLQ/EaPbiBcj7N0wAtsTjH+P5zzUAg3C/UXvh98+1By9v9WXkslVa4udPu6ouuF+uJKqHyF74pa45mh8YjpaVQ/GMbMvBqVqTJYG04XAzNv1z/SehseNogJF193IyMeha+n48t+L6Fw3DOM61ES4vze0xWRXOxUuyNmmZogoyW7PVPPi/GNSD7a12QhaW7nj56G8W3siCSsLF9xceuCaxfHZw5vj0Z8PAwAe+ekQ5j3cEu1qhRZ7z/f+Pm+xb0ncNTzTXd8HKloXQC4DolIPIGTj4/qT/pmK7O7vIa/VRKwY3w4QBGRKlClIydH3/25m5GPCcnGif9WE9sW2rTxSpJxB+Mp+hu2w3wYg696voYlqXoatKjscuUpERBXKfxfuYsLyI0gopl4WiZl+PtDqBHSbvQvTVp/Ea+vPYPCCOIz55TCWxV83nGMtsQpYrpxqykshx4hW1fFKnwZ4sHlVw/5Qfy94FV7nqg8r5ZFaokZqt3rhFqMbAOC9gY0R6KPEa30bieqsmds5rRsmdq6NZlXFidehLapauULv3fsaY3rv+oiJCsD4DrWw/bluaF871CIxvu6pjjj4Uk/RPoVcZkisTupaB/5eCkzoVAu/TDSWG3hvYGOsGN+OiVUi8ljWEqsA8Hyv+nbfr2qwL2b2j0HDqADR/hiTBGCovxd6NIiw+KLRV2n8MmvnxRS3jF6NMUtEmvrwn/MWiVUACCpmASZ3W/V4e3w1tJlFTfIYky8ipcoHTP79OBLu5mBZ/HW8sEZfX3aNlRXlTUcYz3+4pehY3NV0q2UGHFWlhC+Yrb2377mc6rYRzeXVJ1suWD3WKCrAIrE++ffjds0aMlVUX1el1cfYSyGHV5J4AbXA3e8Agg5KuQxKhRxRJiNnixwuTM6PX3ZYtL9+hD/qRvhbnG+g07hn2r0qB4qUsw5f7nNps2hbmXIGYb/f52yrPBaTq0REVCHkqrRYceg6Xl13GqeSsvDIT4cqXUfTUaYjV08lZRk6j6asLbRkKlqiIylFJpPh9X6N8M59MVg7sQMAGEaD/HrY/avO/3H8FnbZUQLBVZRyy25XTHQAvh7W3CKBaV7Hzho/LwUmd6uLp8xWTjav42UuyFeJR9vVxPLx7fBcT+OoVLlMhs+GNAUAVA3yQbUSSgg82aUOdkzrhud7N0CPRlFY9UR7/O/x9hgUW8XhFbSJiMqrf6d2xbJxbTHWpJ6isx5pVwM1Q33h763AgTf6Sp5jWu/67Y3n8M0O64lfR6UW875xI0O65mxZlQUAgLrh/ujRIAIAsGh0K3gpZHi5TwO77lG04GNSlvS0+tf7NjI8lslkOPhST8wfZUyybrGy6JGt0nLFM1lK+kJySHPp5Opfp25j3p4rkl/iVjZKuQzLx7WVPPbOprMOLf5VNGCjaORqgLcCOt8Ii/NkauPADplMhneHxIqO776Uinu/32sotVFEXty/uzoX4b90RfCGCXa3uyRhqx9A+Mq+8Lq227Eb6KT/ZkR9XxNe13Y60TLPxOQqERE57MztLLy98SwupZT9KNEfdl/G19vFCcCSVkknS8WNSj12IwOCIKBvjHghpf+e7Yp1T3XEX093svl5FHIZBjeralj04mpqruGYrUnxmxn5WLz/ql0LFZy/k42PtlzAi3+U/sJZBRrLKWJVrYxSaRgZILnfmq71wkSjVwc3s/wA9s1w26Zp3dMoEksfbY1fH2tnVxsAoGFUIOqEFzP6gojIQ703sDGCfJVoHG19hCcAQBDgH/clgjY/Y9Nos0AfJdZO7Ig903sUW1fT1PJD10s+yU45EnW6pTzZubbhcXGzVUpTqxoh2PlcN4zpUMvua5ebzMyZ3ls8IrmWxJeEISalEML9nSuLcMykjm2JP1cAWlSzXh7ox7hr6Dp7N7Lybft3LO8EQcCdwqS3ThAwftlhzC2sf1pcP7FdrRBDkvpHs1HN19Pz8T+TslTmz2fN/iv6mrhxV/ULh4X6eQESX5jLVOJyGhO61cOe6d1F+zIl/n3euS/G6nN73ToARfZN+FzdBmhdW1tXmXoOAOBzfq1D18usJFcBIHTdow7d05OVj7+GRETkkcYvO4JNZ+7gK4mFjUrboWsZFvtKGr1XHI1Wh4OJachXWybEKhqFjVO3n1x5DBtP30GyWc1QPy8FqgX7OjUF/L2BTQyPO361q8QE6x/Hb+HBRQcwb89VDF4QZ/PzvL/ZWE/L3SObM/LU+PLfBCRl6kf8mI9UAIDIQOnkqr2LTslkMvwwsiXqRfhjTLua6NUwAvc0MibB1z3VscQFsEzv1axacLELaxARVTYNbPzSS3n7CALiZ8M3YR2CN050c6tcQxAEm7+QHtqyGsL9vVw6etcVrCV6P3sgFg82r4rtz1kuSgUAs01m5jSICMCuad0wtEVVzBnRXHKavunPwd9n7jjUVo1Wh1yVFq+sO23YN8+s7IAU837WbxMsvwRdZSV56GleW38G9y+Iw9fbL+Ljfy7gzO1s/Bh3DTpBQN8f9lm97osHmxkeN4qy/J3dYWXmUtHU/yLbpnZBzVB9X+zkrSzsSLiLOTv1yd0bGfmS0+nDfh9osc+/hHq4e1/obqypLwiAJk98gklfNez3QQjY97HLSwQocm5Beeug/Rdqi/+cJVNVrkEuTK4SEZHT4q6mi7a/23UZc/dcKdU2yCXyenesTPOyxYJ9V/HMqhN49+9zTrTKM9iTRHv373PINUs4K6SCb6emVcUjNtaf0q/CKwiCRRJ0xaHr+Mik1laeWoczt8WjBaQcvp6Oc3eMHT3zjrQrmN7z+TUn8duRmxiy8AAAICNPnFwN9FGIEp5FnXhH+Xsr8PuE9nihcOTN/YULYQEw1LQlIiLbmCfWbC11Is82Jrd8rvzj0jYVsTbrwRFXUnLRZbZxWnDdcOPr7FK4mFORznXCUCXIB39P7uxQ3dmy0KdRJGYOiEGAtxKfFpa9sSZfo4OvlwJv9o9Bl7rWv5CMLZwpsj0hBVNWHcexG5Zf8Beny+zd6PXtHtE+W/tiPQrrtPduGIHaYZYzRebuuYL1J5Psak959O+FuwCAFYduiPp4fxy/JRr9+VSX2vh3aldM710f/3u8vWixTV+JhTfjE9MNI1BN5Zv1CQN9lIgq/AJ896VUvPynMREepkmG//EfAQCCwvi7KM9LgazAsq5rjESSFwCm9awn6p+F/DUWkQtjIcszJoDl+ca2KlPPwf/wD4j6oRZ8Ty6TvKcjvK/tRNiaYfC6sQ+KlHM2J29NR65qwhtbHPc9s1L/QBBKTMRWBOxpExHZIK8SjF60V6pJnSjTTv67m87ipwPX8OP+RJxOKjnh5QoarQ7nky1LExR1zBzx22H9h6Nt5x2/h6fwUlgmRxeNboVVj7fHA82roH3tUNGxXJMVUMe0c83IFfNFJz7YfB6/HLyGh5bE462NxtEB6Xlqi/IPAHDqluXPWkaeGvP3XMG1NP0ogEm/HRcd33s51RVNBwBodAI6zNqJ7t/sxsbT+sTwKbOf/wyT8gXTetbDv1O7QmmSmP5lbFsE+yrxbI96cIVQP+MHNS8XJMCJiCqL6+l5uF34Be2j7WrgrQExoqSNNcqkQwjZPFm8U50rfbKd6pkseJOUVWCol+7MLAxBEDBz41nRYpIz7m2E9rVD0SDSH28PiEGbmiGGY50Kk62eulhh/YjiRx/3aGDbDI+aIcYvQ+MT0/HkymM2J1jPSYwQHtm6uk3XAsD7g5rg9X6N8Gb/GFEfQnTO5vPYWQa15V1FZ/Yz3bdxlOHxJ1sTRMce61jbUEdeqizRrmndLPY9+78T2HdF3Ac0/8JdLpOhaRXpUg2x8quGx+ZJRXmWZcmOGSa1e0090raGaNs7cQdkOjV8z/4PUd/XRNT3NeGTsF7y2qAdr0nut5U823IRt9A/RiJ85b3wOb/GtpvoTAYNSJQs8L6yDQAQ9O+LiFjSRpQ0roiYXCUiKsGWc8noOWcPfj5wraybYpefD1wT1ZGyV3aBBvGJ6YYpzeYGzN1veJxTmGzT6gRsOG2cIjV97UmHn7845+9kY49JYmzCiqOS5+27YvnNtK38ve1fAddTF9DSShT3D/RRom64P94a0BgnzFZXLVrYYvm4toZRks4K8FYaFlIqMmfnZSSm5WHzWf2CEWqtDiN+tH3a0idbL2DR/kSMM6nTZcq8vIGttDoBKTnia+MTjT9r72w6hw6zLAv5H0xMB6Cf+jeuQy2LD6eBPkpsm9oVj3W0v2aclIgA4wJjttbxIyKq7P45ewfDFhvfa57vVR8PWFlIyJQsNxlhqx+02G8YveWkGiHi2Q1DFsTh820JGDQ/Djkqx+ps/nbkpmhGBwC0rx2KuSNbYuVj7REZ6IP5D7fEqsfb4/V+jfBQq2oW95Bn3UTU9zUR/Nd4h9pQmupF+OO3Ce2w/qmOGN5S/FoWjGpV/MJCJu5kWyaStifYljgyTXoWfbHcINL2WuWBPkoMb1lNX/cT+rIHUt7d5Lkzr7acFS8U9sPuK5LnDYqNtvhy3pyvl0JypPe01eLPKKbJ1fGFtXvNFwstUtvLmEiXafKhDTL22/yPzLM4P9BH/JnipzFtEPdiD3EpC62xX+l7eoXhsc+VLZJtACBOblqjzgV0loOElEmHrF4SvPV5RH1fE9BIfwY0MBmNqsy4gpQJh5AxcKFhn/f1XZAVZMD37CrIC9IRuPvdktvrwdjTJiIqwRt/nQEAfLvrMr7eXva1RW2RkafGt7suY/aOSw53uB9bfgRTVh3HkIUHkJarglYnYOu5ZCRl5mPLOXGnJ6tAg3y1Fo8tPyLan5qrHzloz4JDthjzy2G8sOakocC8+QcDVzAdnWmLP47fwsD5cW5pi7tJLZxa3eRDnLeVKeXVQ5ybxm6uT0wUogO9JY91mLUTXWfvllwIAJCuuRtfmMzMUWnxY5zllyMXHVyIbeaGM7hv3n7RKJWSpt2b1mWrW0oLPtUI8cXgZlXwYIuqNo24IiIi4M0N4lqKtibcIn7uLLk/4MAsp9sEAC+YTcO/k63CqqM3cTdHhQcKy8/Ya5ZZzfyZ/S1H2MlkMtQN98fwltUkp1mHrh0BAPC5+q9tyZ4yVj8iAFWDffF6P/FrbV0j2OZ7fDXUcoHIDCt1/pfEJWKeSamsCJN+TlFCz1fp+Ht0VIB0vynLxgXKyqNr6XklntM3JkpUr784n1pJQJsOILl019gnfK6nfgaRtVIN78qMCcScrm8gfejvhm1fiVGf/ma/N7FVg4x/VwQdZKos+CSsMxxXptv2edM7cUexx2UFmYhY2g6ha4bqE6Gmo+gV4oSzzicEGQPEieGo+Q31C/NZIc819m2zu7wOXUAVqOoPhDbYuOhd5CJjDVxfBxfO8hRMrhIR2WHFoRtOLZJUWrQmIygdrSuZmGbs2Jy9k40Jy4/g9b/OYMjCA4aEs6knVx6TTCwu2p+Id1z47bnpVOvnVp+UnF4VZdJxXXPMemF/rU5AWq706EXTuqK2rLz60ZYLSMlRYewvhx1OaJcVqfq4psm4YS0tR6oA9tVqtdUdB0eTbj2fjGyzDxJSC0gBxhV5b2UYR57YOupYEARsLSwV8eTKY4b9JS0E8s4m44f1MCdXF7aVTCbDO/c1xsz+1lehJSIiFxB0kFlZyVtQuOaLyDrh/jjwYg/JY9a+eLSXUmIF9GIJAhRZxi8vvW7sL+bk8mfhqFZoUzMEP49tY1epgyBfy/5PUS9i4b6r6PHNbmTmq5Gaq8IPu69g8f5EbDx9G19vv4hPTGrGF4m08sWyLZpVC5JcuAkAOs7aiQ6zduLULcs6oOVZuA39pMc72T7Lp1nVIHx0v2Uidv5e4/R+08XF7KGq2xe64FrIbfUUAEAbbDna1bS//FSX2qJjAfs/Q+TCpgje+oLdzy3Ii0/Ke93cD7kqC163jyDs1z6IWhADWc4deF/ZBv8jP+jvofBBVo/3kTLxBDRV2ljcw9ck6QsA0BbAf//n8LqxD7ogY1mD/KajDY/TH/xNsj15sY/a+tI8EpOrRER28oT6q6YjEc2ndNtCIzGU8WwJIzKLG7G5+5LraltO+u2YaHvsssOGx6PaVEffmEh8YfINtXltJlMv/3kK/efux+Hr6cU+Z5/v99o15b/3t3vdsliSO0iVBGgSLa4x9XTXOnhvYGMsHNWqtJrlkFdt7Bg/0VnfsS2qgTrrn3No+/kOi/pbUhbtTxRtFyX3i0bJWmMaZltHQRERUdl6pU9D2040mz6rrtYBBfUGAAC04dL1Fh0hk8nQrHAxJXP5dvZPb2ZYTvltbKXGpDXeFzeIt4ubwlwOta4ZggWjWqFpFemYFufVe8U/G0V95wV7ryJfo8MLa05CrTW++b+z6RxWHLoheS9bF0uTIpfJsGJ8Oxx8qSdaVhePvi16dmvls8qrPHXJfeiisgi2Ml8/AAD+OnXb7pJepgvdqaNaGB6r6ut/3wWJPl6AtwI+UAEQ0MTkZ837yjb4H/7erudX1e5leCyTmO5vIOhEpQaUGfryWJFL2yJkw2PwuqUvfSLTFiC/5ROATA5dUA3RqFPjvYwxCtj3KQIOzUHIn6Pgd0q/qFZ+g8EQ/CIM5+iCrSS+ZXLIcpNtXjDL07gluXr79m00btzY4r81a/RDpM+cOYOxY8eidevW6NOnD37++Wd3NIOIyC2e/PWoaHvFoevoMGsn/jhuWRi8LMz67yKmrzHWETJd3dJWuWYjL20ZuVnyPS07ANkFGizYcwVXUmxf7KF3wwirxyZ0qo1PhsSiYZT0h4N5e67g6ZVHDR9AipK+RQsdXUrJQZyVOq3ZBfZ9aNlsMg28PLtrUju0b0wkvhvRAoseaS06x0cpx6DYKmhdMwSbJndGbNUg/Gh2TlnY8Vw3rHq8vWH7YGK66PVI+ePJDogsnEJ35nY28tVafPuvPgFvXn9LygKTUQ4AsDgu0cqZeuZlDqQ690REVLZUGh2+3n4R60xWWR/WsipGtpaeuWFOphFPY05/YAV0vvrFn7yv73ZdQwEsHC39RecnWy1HRBbHtHZ4ZIA3fnykNRpGFr/gk7nAfZ+Itv2PL7brek82snV1xL3YA5O76Ucq/n3mjmgh1xO3sjDuF+MAgPoR1ksCuap0j9TozCKTfjsm+YV6eTR7h+XCpeYjVaVGDxcn3N8bz3SvixBfpah28H8lLH67dmIHtKsVAu/CxV+Xj2trOKZMPW94rPOPBgDIc8Wl0wD9NP9jPk/hR68v8OB/veF/4CuErhmGkA2PldjunHbPIfmZa8ju/i4yBi1BxpDlUEe31h8UpJPQyttHEfVDbcvF9WyQOnY3MgaKf49Np//7H9OXRJCZPLdMZzmr07RUQhG/U8sQuaQN/OxMKHsKtyRXz549Cx8fH+zatQu7d+82/Ddo0CCkpaXh8ccfR+3atbF69WpMnToVX375JVavXu2OphAR2W3NsZvYdEa/2rfUYk6m05a1OsGwcvlHEtN83O16eh7WHLuJ7AINvt5+Edsv3MXKwzdKHGVakhfXnhJtF1ekf1hLy0UepPb9ethyca3PNp3F3N1X8PivRyyOWRPmb33qVFHSzLy4vVqrg1qrw+L9iThyIxPx19ItRpam5aowaukhPLv6hOSKr4Pm78fZ21mG+5lO/f/rVJLF+QcSpZO05YVGq8Oha+mYb1ISoHWNEHSqG1bs4gCRAd74aUwbtKhue20yR00rrHkl5auhzeDvrbCoXzrmZ32BfqnR1wBQI8RPNN3sUyd/b4vrlN8fG21RmmBwbBWnno+IiFxvx8UUrDh0Ax9s1idL5DLgtb6NbJ4qbpFQUfpBVaePq5sJQF/j+9kelu+P9qwOn5Gnxl6ThUE3Te7s0Pu6JqyBxT6ZyvNqzztKLpPh6A3jDDHztQfSTEqJXbIykGBEq2p2j8K0pmqwL+Y93FLy2OHrGbiSavtgBmdpdAK+3XlJsk9dHGsJ4PoRAfA16Z86kpB+vFNtbJ3aVVSG4Vp6PjRa42eCEWaLttUM9cO8h1vh32e7Yde0bqh2fLbhWG67Zw2PDclVdQ6gEtf0D9z1DnxlavRRHIWyIA0BB78yjBwtTk6nV5DbeQYgkyGv1ZNQ1eunP1BUDkAwG/ghCPA9vRJh/xtc4r2L5DceId4hk0NVfwBSH/nPsCtiaTsoUs6IFrAy5XN5s8U+dY2uyOn4kuT5gfs/tbl9nsT1xdIAnD9/HnXr1kV0dLTFsZ9++gleXl54//33oVQq0aBBA1y9ehULFizAiBEjJO5GRFR60vPUhmnkvRpEYojEAgGDYo1/2xLTSq+TImXcssPILtBizs7LyFFprU43Sribg/oR/tiZkGKoKRT3Yg+r05OPmZUSMF/AytTgZlWx9rgxufhUl9oYFFtFtA8A5u25iomdxXWIDhZOw84u0GLsL4fxer9GaFY1CPlqLWQymWSSz1qna9WE9qJthVxmOPf8nWz4exvf8rzkcsRdFSc/Tdu7LN4yEZyv0WHcsiM4+FJPPLXyGK6n5+GPJztCLpPhvb/PW5xvbRGo8uLHuEQs3CcedWneoSwLAd4K5Ki0CPf3wpj2NdG2ZgjS8tTYcykVkYHeeKxjbeh0ArxNfjbe6NcIHxcmSVNz9R2/x80+4HSrF47xHWsCAKIDjVO6/jxhmRi35ryVLy20OsFQFqNFtSCcuJWFse1r4umuddCuVije32z8+bi/GZOrRETlzWWzBQ6DfJR2lXCRZxtnL6lqdAOgLw1QRHkrHppq7S2uc9RJiRqa2QVaCIJQYkL4pwPX8N2uy4btznXDHG6H4G05nT50zTCkjfas8gDOqB/hj/1WZj3Z4rW+risbAQANihl9XFolqzLy1Oj7wz4AwM8Hr2PrM10QYmMC2Vr5tcgAb6x/uhN+PnANDzS3HMRhD9PyCVdSc0UJ8me615W8pugzSUD8N4Z9mnBjTXvB2zhrzufSJmibP2y8WGfbegJZvT5G0I43DNtqiRqoACDICj/TmC0g53Pufwj672WbnsvwnD0/ltxvXs4kfGU/6CR+34ujqtsX/vHfQmbj6/d0bvnkd+7cOTRoYPktFgDEx8ejY8eOUCqNH3I7d+6MK1eu4O7d4odkExG5m2m9qtNJWaIaSC/eo/+7ptGWnyk1RVPVc0pY2f6Rnw7htyM3RcXaT97Ksnr+/bGWX46ZalMzBE90qoVvhjcXJUC71w/H013rir5ZLhIsMX3HdNXZc3ey8dnWC8hXa3HfvP0Y+8shyTpI5iULAH2N0Lpm0622PtPF8DhHpRUtUHX0RobFolOL9xunex8spn7m7kspOJWUhYx8De75bi+eWnlU8jxbVjotSz8ftEwgK8tBQnjh6Fa4p1Ek5j7cEnKZDM2qBaN7/QjM6NsIEzvXgVIuEyVWAVgsMrfuRJJo9PawllXx5dBmaFszFAAsrjc1+fdjVutvjTGZ3mfqVma+oRzB5G51cfClnni+V334eSkwuFkVwwJrfz7ZsfgXT0REZWKxWT3t6CAfK2dKU941zvjJvG8+AEDwMia5wtYMdbxxEqytBG+6GKk1polVAJJ9Nlso0hLge+FPAIA62liqQJliueipgc6zFvy0xaSudcu6CSJBxSw2+syq46XShr1mNeyLEq0rD99Ah8JFtjLzpUdBWqsd3K5WCEL9vDCtV32LPr+92tcKNTz+69RtrDxsHJwS7Gv7KGJ19c6S+4O3vSDa9r6xz6b75TcfL9ouGg1roXDhOZlZWQD/+Dk2PQ+gr5OaOuofwNv2UiBylfRnx9RR/0ju10S1QMoTR5A24k/Lg8XVi/VQbhu5GhYWhjFjxuDy5cuoU6cOpkyZgp49eyIpKQkxMeJVa4tGuN66dQuRkZEOPafSwTeF0qYo/OCqKAcfYD0VY+g8xtA6tUlSZYpJB+TJLnUQ4KNPBOZrdYbYmX7TCQDp+WpEBtrXIS8tX/13UbStFQTJv52CIGDD6eLrhfp5KfBcb32y2bReaka+BkqlHH4SHbueDSMMz5eep4a3AGSaJcXO3M7GvL1XkaPSIic1D4JMBi+zNt6QWIDhxT4NLF5LqNIbLaoH48TNTBRodfA2GfF6/FYm/nfspuh8lUnSvLhk9XSzkgnnk42jXZ7rVQ8NIwPw/OqTUOuk4+tKzvwuS41eKA/vpU2rBeOr4c3tumZQsyr4YfcVw/YH/xhHivoo5Xh7oGUNsun3NMDXZr8TAHDoWgb+S0hB/6biDq15wrVohCoADFtsnNrVpnaoRRz/mdrV9hfjoSri+0p5+H2wRUWMfWljDJ3n6TE0nxRTO8zPrr8BRdNcdQFVoQgM1+9Uiuu/l3Q/e2L44eCmGDh3v8X+Izcz0SDavkWptiekOPT3LmxFb8Njmdn0ZKUuF/AOhG/cV5Cp85DX/U347Xgb3mdWIfPRLRCCa9r9fLYoi5/DYAffK/y9FdgytYvL32uKS/DkqLQu/Tm0RmpBKqVSjlkm/a7fj97E5O6W5S2Sc42fDZpWCcStzAI80q4GvFxUl7bI5w/G4tXCdSl2FJbU6FI3zK5/D4VfIGDlfN9Ty4Duk0qMY9rkswhe9SDUtXpCqZQja/gqBK0ZCcE7CLIqsZL/nkXJ2uB/ngH+eQZpUy8BSl/DolW2yBu8ADKU8PPSdxYCtkpP7Tcli2xkPW7KMCCgg8XuqLl1kNt9JgraPWP1vp72vuLy5KpGo8GlS5fQsGFDvPbaawgMDMSGDRvw9NNPY8mSJcjPz4e3t7heno+PPhFRUFDg0HPK5TKEhdlXfLusBQc7viIg6TGGzmMMLV3Jkp62EBjgjchQ/bekOxNSoPDRf6v5/qZzovMuZarQqFa4extZqKTVLT8Y2hxv/WF9gZ5Dt7LQv7W+c5uRq8asLecwvG1NvLZa+lvtDx5shtQcNRbuuoT3hjY3/N0NCDL+HL06sAnCwgLgE2A5MkEn0/+tzi7Q4J7PtgPQT903t9xkSv7mhBSM71JXdPxmpv69omdMFHae15craF43AmGhlj/PIYX1WbclpOKhdsaO/IGr6ZKv0VkvDYzFrgv6Np26lVVq702O/C6bxg8A/je5i8e9lxYJCwtAl/oR2HfJst5cgUYn+bqeuqehZHIVAGasO40H2teGn7exI794t7jDunpqd8TM3GRxbfVo99eiLc8qyvsK+5aVE2PoPE+M4YHLqRb7NLDxb0DKRWDb+4ZNeYPeVq8Ly08AqhWO8BQEwMr0fVtiGBYWgL5Nq2DrmdvY/EJPDJi9E4B+FN5T99g3zfzRTrWNbV7/ApB2BRizClDYPoJPqRGXVQjTXAfCmgL7vwQA+GZeAC7oR7eFXvgV6PuuXW20V1n/HHasG44DVyx/rkzVjQhAjSohpdQio5AQf8gl+t/mnIlh0WcmUxczxLme2zlqyd+VJ77YYXg8on0tTOxez+bax/YY0amuIblapH39CLve+8OizAYGDpkDrJ8GAPDb+irQZWKJcQyrWg147gAUAHwBIKw/0DIDMgC2FuwI+74+UNvsi/xnDwGhtYHs28DswkELjQfpF8Hq8KRtr7Pjo4ANydWwKBs++76TDrwXKtrlv/tD+FepB9RoB4RbX2ehrH+fbeXy5KpSqURcXBwUCgV8fX0BAM2bN8eFCxewePFi+Pr6QqUSJy+Kkqr+/o4N79bpBGRmlm3dQ1spFHIEB/shMzMPWm3p1DypaBhD5zGG1p29Jl0zaXizaMSZJOSeX3EYix63nOI76Rf9YjpHZvR2R/NEUiVWRd/2XFeEFyYU1VodPlDIRCMyTRXkq5GWpu8Mv7vxLP48kYSf912VPBcA5FodxrerjjFtqkEhlxmuBfSvt6jOV1paDtQSP1cbTySh2yfbRCNPS1q19O0/T2FIkyjRvuzCqXC1go0jhAtyC5AmsWJmfuHU/w0nbiHST/otr264H66kSk+j61ovHIIgYJ8NtbQ+uL8J0tJycDPZOB2936zt+HVCe8kksis487tsHo8GIT6if1O76DSAXAlZdhKg8Ibgp+9k+e75GIqUc8gZvBiQu2WyjMHwllUlk6sArL6uZePb4tudlzFjUFMM/2Gv6NjuM0loXzsUALDhVBI++Ous6HhOlvTPjMMx9HDl4X0lONjPZaMb2LesXBhD53lqDLU6AQ/Pt5yym1+gsenveciifpDnGd970ju9CcHkOtPkSPa1c1D7NoTXhQ3w3/4GcgbOgy64JrxPrURBqycgD4qyK4afD2mC3AGNEOAjxz2NIvHfhbtoFBlg1/uQDMCzXesgLS0HXhf+QuChJQAAzcIByBq13vqFqmzRa1NFxMI7zeRLyIV9kN/uGX2yCDAkVgEgT6NEvpveK8vq53DP9O7o9vVuAMDsEc3Rs0EEAODtjWdRNcgXbWqGYKrZlPxsk364Ox14uScupeRi9JJ4AMDag1fRJybK6vmuiGFmtuUss4fmiX/P6ob6Sr5+Xy+5oezZA02jkJ5eeu/FXoJQ4r+J6c+9+bl+N04Zf+YB4KOqyHr6CMwrlaprdYcsPw1ZI/8EHPgZkEy6Jhr7sdqQOshUVAOy1IAmwHB+Xlgz5HeaXth4255X8egWBK/oZ7E/a8RqeF3ajLwe79j+Gp5LRNi3tcX7Vk8EAKQ/dQKCf4T4ucvB+4o9fUu3fNIJCLDMgjdq1Ai7d+9G1apVceeOeLpp0XaVKo4v8qAppeLMrqLV6jyuzeUNY+g8xtBSopUkm59SAX+T6Q5HrqcXO3I0X6WF0k0JtSKLzRKh4zvUQrC30vBvKgOsJlYB4J8zdzC1cDqOtUV9YqsG4XSSfupzgwh/w72trcQOFO63EhupKf3FqRrkI/oZ1egE5BVO2W9XM8QwytVXIZf8WTb9N/rpwDXJ5yguv9utXhgeblMDSZn5+PNEEhaZ1WQz1TQ6EBqNDm1rGkchXEjOwZqjNzGspXsXinLkd1lldr6jfwsC9n4IvxNLkT58LUJ/HwgASJ56HfKsm/CL/w4AkH/mD/ieXYWCRg8gP/YRh56nJFEB3pL7Fz/S2upraxwViHmjWiFUYoRFTr7GcN1Ms8TqivFtodHo8N7AxnjHZPR6mJ9Xpf+bWpHeVzztdVSk2JcVxtB5nhZDa/UdJ3WtY9PrME2sAoDaOwywcl3gxqeQPOUKwjY+pd/+41Fog+tAmXYe8rtnkDvkRwD2xdCnsP/TrGoQ/rtwF7kqjV3x/2VsW3jJZdBodAjb+LRhvzLpEDQqFSBTSI6wVd5NMDzO7vImdAFR8E7YIDrH99APks+pvLQFmnbPW+6/fRQ63zDoQupIXGWf0v459JbLseWZLlBpdIgO8oG2sP/9zoDGhnMebl0dPko5finsu8ZWDXJbGz97IBafbb2Aj+5vCpkA1DdZQ+Kltaewf3qPEr/4dySGGq0OJ25lISNXup6qqdnbL2HPpVR8/1AL0cjUWqF+OHM7G+/e1xgywb3vxYObVcFfp24btlUa21+zNrCGxbmqyNbi5KpOjaB54lJXebFjkH3PZ8YdDry+jAHzELJ5stXjmX2+NrZNMKb81MH17f83Da4PofDvQHaPD+F3YglyOkyHqmon5FftBGgFGD7/lUiO9Ad/Q+ifoywPJZ+BpoZ0GS1PeV9xefGCCxcuoG3btoiLixPtP3nyJBo2bIgOHTrg0KFD0GqNb2T79+9HvXr1EBERYX47IqJSdSPDtkWIOtYJw5Fr6VaPP/P7MRe1yLoVh4zF19dO7IDnelqfTiGlaHo9ADSIlJ458Frfhhjdtgae6V632NVHzblq+k7NMPE0kNQcFQToywl0qx+OpY+2xj9TOltNZB+6llHic0wzi9tDrYyJ0KK6pFWDfREksSCXqRqFZQlCzVZD/fXwDZy9nYV/zt4pNiGv1uqKSVq7XtGo4SAfJTZO6uTwffyPzINMk4+gbdMN+xTpl+BzaaNhO3jrNHhf34Wg/16BPNNyIS1XaFbVcgXTgy/1FK0Ia41MJkN/sxHSL6w9iSmrjhtGShcZ174mGkXp69mZr3z7yZCm9jabiIjKUL6VD+yxEu8pFmxYnCntYXH5GOXtI4bHMm0BlGn6GuHeidtLfr5iFC2cuPH0HWw6Y0wWZRdoip0lpFAY+08FdfqIjoWsewRhv/UHtJYzpQL2fmh4nNd2CgpihkNVzba+hNedoxb7wn/ujLD/DUbEsm6QFZTcdyuPQv28il0I7ZV7G2Jar/pY+mhrDG9ZDS/1ll4A3BX6NIrE5ildDDNwzPvlvxyUHnDgqKL+bZfZu/H0b8cwe8clAPrF0sL9rZeXOJiYjsPXxf/eNwsHYtQKc/9U8Df7x6B3Q2MOqlpwyetm6Lz1fxsyHvzV4piqZrcSrxd8bZ3sb52qwf3I7Pct8lpMsDimDaoFTTWTGqcyGdKHrUZ215koaHi//U+m8EHKE0eR8sRx5Dcfi7RHtkHVcLDDbVfX7AaVxEJg3pf+dvie5YXLk6sNGjRA/fr18f777yM+Ph4XL17EJ598gqNHj2LKlCkYMWIEsrOz8eabbyIhIQFr1qzB0qVLMWnSJFc3hYjIbutO3rbYN713fQAQJddupOeLphHXCxcnJ4+YLXTlbjUl6o3a4m62PsFaLVj0PSsebVcDKx9rh6ZVgvDSPQ3weKfaUpfbxJaOirkX79F3OOMTxSOEN53Rz3TQ6gTDSvJh/tIjFgFg/qiWVo8tG9sW/z3bFb0aRuLprnXQolow5o5siVfvbWg4p2NtYwcozexb+Lf6x+CJTrUM29YSvJdTcjFu2RG8ueEsfoyTHvmq0QkYtvggRi+NL7GWrqsUJXKf7loHUa5YhM2k3SF/jkLg7nclT4v4RXpl1bL22YPNcPClnhjWsqphX3xiOu75Tvx7Pq1XfcO2+b+4VIKXiIjKrzO3pVe/tqWcjzzvrmg7r9lYi3M0US2Q23KiYTsgfrbkvQQv594/wkwSWG9vPId8tRb/XbiLe77bi85f7zIcS84W171UmCTddAHiWTbeN/ZBmXIGyttHLZ5Pnm9WLkkmR8bw1cjsLz1a1aK9K/sbL81PgyLL+MWr/8HZNt3DUzWrFozX+zVCaDFJR3f73mQRUGdk5qvRdfYudPxqF778N8HieOsaIRjcrPjZySkmZc6upuYiI1//pUVwCYMaXEEpl+GLB5thyaOt8VjHWujdMBLQaRCw+13pZJ8gQKbWT4EXvCwHnQjKkj+PKe6eKvGcEslkKIgZhpx20ywOpY7fZzHaXF29E/LaTAZkjqX/BN8wCD6uW1Mg654voImIFe3zP/6jy+5fVlyeXJXL5Zg3bx5atmyJF154AcOGDcOxY8ewZMkSxMTEICIiAosWLcLly5cxbNgwfPfdd3j11VcxbNgwVzeFiMguGpNaLj3qh2N67/rY/lxXPFq4EFLTKkGoXfgt6vGbxuRp5zph6NtYXNDc3R2C2dsvGR6PbF3dpmsGNLGsr1RUNmD3JXHR/QdbVLVrpGpxWtcQF+sP9/cSfUvcMDIA657qiF3TuuG3Ce2weUpneJl8qOn41S7sv5KK9/4+h+922b4KJgC0rRlqsW/VhPbY/lxXNK4SiEAf/b/TU13q4MdHW6N97VDIZDJsmdIFP49tg8ZVjCvuqsxq/TzQoiomd6uLl+5pgIWjWomO7XiuG5pXs/ygNG+PdE3bi3dzcDurAFfT8gyjZd0pM1+NLef0i1m5qnyFMtU4PV6RfavYc72u7YY866Z+QxDgdX0Pwlb0hvclywWi7GE6SnXzFMeSuPUjrP/c//54e9G26b9xk+hA+Lp4JVsiInIv00GdVQtHHRbVyyyJ17Xdou285uMlzxO8jX0J78QdkufofJxLrvoqxe8/Gp2AtzYaS9o8vET/5e0X/xoXcmxaJRB1wo3JIEXGJUhRZIq/GJYVZECZcgYAkNlnluhYQaMHkPzMNeS0t5z2b0qZchrQ6hO9crM+g2l/gkzopEtYOCruasnrCZTk820JUBd+lvjtyE2L4/uvppX4+3Q+2Viv0/QeIfZ+lhIEBG2ZhsD/Zth3HYDm1YLxbI968FbK4Z24Hf7HFiFk05OWJ2rzIStc40EquQovP+S2eByasBirz6Wq29fu9lkj+EdBXc1yDZDyThdaD2mj/0HyM9bLrXkit3z6j4yMxCeffGL1eMuWLfHbb7+546mJiBx25rZxIaIvHmwmOWrh1Xsb4tn/nRDt8/NWYGz7Wgj184KflwLvbz6PzPySp4o5Y/kh4zf8NUN9rZ7XtEqg4XV9MKgJZtzbCI/+fAhJWfoObYFGJ1lvrLgEk62+GtoMl1Ny0b1BuGHEKaCvDftQ6+pYdyoJPr7e6FM/DIGFSami5zWfCvTc6pMOt+PX8e3wyM+HDNuBvkoEeBf/9hfq72UxomBEq+pYcegG6oT5YfEjrQHop1mNblvD4np/bwW61g3HyVvSI2LMfbr1guFxvkbn9iTdvd+bLd6hLUDQv69AVeceFMS4/8vO0HWjAQDJT5+H3+kVhlGuIZueQvIz16yuoFySjwc3xfL46xjZurphYTd77bayKJaUYF8v/PFkB+y5lIrBzaqWfAEREZUrpl9oLh3TBjIZEOJr24jC4G0vGB7fffK01ZFdBY2GIiD+m+JvpnBuBom3UjxmKkelRZuaIdhfuCDn5dRcjP3lMLrUM67q/fPYtvoHggBF6nl439D3DXR+kaJRucHbXkBy4xFQ3jqIsLXDRc+jC5T4gl8mQ277F6ALqAadfxRCNulH7qY+8i/CfzWWHgj93wMQfMOhiRSPYJNnWybpKjtZXgrCf70XBfUGiOt12iHEV2kYFQoAL6w5iX3Te+Ds7Syk5KrRrmaI3f3PzWeTiz3+0f1N0KpGCD66vwne3KBP9t8fG41/L9xFnlr/u/fv+WQ820NfoutyijHRGmTj72ERWX4afM+vAQDkdngePhc3QhPVHOpqnezqV8ozjSUTZAWZot9rmdq4uJa1Uao5PT9ADgDfpDgErR4hPtbxZeRLjHB3WOGUf0XKGYSuewS5bZ913b1Lg0yOvGZj4XdqGQAg6vuaTn0OKGsuH7lKROSpJpvUSbU2HSxU4o1eIZPB31uBh9vUMIxsBWBRq9Fd/IrpCE3qWhcA0KFwRGaQr1KUDMzXaHHxrntWKu3RIALjO9ZC/YgALH20NXwLO/49G0TARynHI+1qYmL3ehY1SgGgY2GNKGt+GNnC5nY0jBInioN9HPtesXaYH/57tit+f7y9Ra1NKUqF5c+Qj1L6bdc0CVsaI1dNyeUy+J1cBt/zaxC85Tmbr1MmHYIst/hOdUmCts+wKB8gz3T8W+wqQT548Z4GTtXpiruabtf5NUL88HCbGvD35qhVIiJPU6DRf8EcWzUIEQHeCPf3tqkkgCJZPLW3uCmz2vBGUEe3stiv84tE2kh9fXJZfqrFcXv4mK1m/eW/CbiSIl5l/XxyDgIK36sebG78QtD70kaEr7zXsC1VD9H/wJcWiVUA0PlHWuwDACi8kN98LFT1ByDt4b+RMnYPtOEx0AYbF6vyunsK3td3wf/ofNGlyrQEBP77spVXWjn5HV8Ced5d+J1e7rJ7anQClsQlYtyyI3hhzUn0mLPHZfcu0r9JtOj/ANC4ShB2PNcN3evrE/3X0vPx9faLuJNVgHiTtRLsn1llHIYesPcjBO5+F6FrH0LAnvfsuotcZRxsE7koFt6Xtxi2DSUBlL6AvPh+ny5IPPhC5xOC3A4vlHid3WQyaCNjkfL4UeS1fsq19y4FOZ3FI43lOcXPfivPmFwlIipUNEW+OFILP03rZVwQqXG0cerX7awCi3Odcfh6Ol5dd9rivgHFJHW61gvDsrFtMWtoM8O+R9oZ3+zHLzuCCSuOGrbD/LzwQPPiayM5olm1YGyd2hUbJ3WyKfElk8mw9ZkuVo9LTfe3xQPNq1iM7rBHoI8Schu/TTU9z78wAV6g0SFHJU66J2Xmi7YPFbNQmiuYJ2+9FTLIcy1rDRfH7/D3CFv9ICKXtCnxXE1YDLK7va3/JtqM7/m1FvvkOfa1xRE+Z1fB6+p/JZ5n+gF7yxTrP49EROSZCgpHz0XYUf9SkXIO4b8PsOt5cttOtdiXMfhn6AoXt1Hk3BbVLreX3Kxrsz0hxTBLydQPhbU2fb2MFwRvEddtFPwsp3H7nVgq+bySU6PNaKKaQxeiT6pm9ptj9TxVzR7G5zuzElHf14Tf4e9LvH9F4n/wa4T/3BmynDui/aYjJh3Vq6Hlv+sPTtRe3Xel+C8ExravKdoe064mGkcH4oHmVSCTyaAy6Y+uOHQDI5fEG7ZHtBLX/7XF/9k76/Aoru6Pf2ddkk02ggZ3d3entFiRtlihFClQqFL51d6271v3UkXaQpEWWpxiBYoVdw1O0PgmWd+d3x+TzO7szFo8cD7Pw8Pce8+9c3eyM3vn3COMV4I5TeIq/lh3bG7IY6jPr4R+n9AyOGr9BO7AYfEoV2XBnxduQxVB2RnvPw9EoVBGrT1ZdbSgbFzcQ1rQaYHmxE+QZd2Qbi8FkHKVIAgiDBRelgHfjm6Jfc93FSSD0ijliNNz7siFnfl9yrLj2JaYgod+2CeoD+TizjAM6pWPEFi3BlIOrp/aHq/3q1fwyUqgVsjCSpwUpVVifq77vS+hWJV48/0jTTGqVWW82LN2cOFCIm8RWy5Che1Pd+SV4MnZwqy7ey4LF6dvbijaWGNZVmFiLr1KETCOlyznDtRnf+djowFAxF7/oX9E5+v5ESzNJ4e86AvqOlkAGHs2Yha0hGHrs4heO1ZS5rfxnriqcx9thpd61cbXw5uUaOIJgiAIomjIC7OU5pO0Ugrljb2Qp5wWWHkCACsLHobG4Z29OxeXoaogc7hcInFUqPjGXA2G91qQcQmVsN4ZxVmGG1dmy+SzpHvDKsRGB4FwVmgFm5+Yk5ZGo0V1EXvfgyzzSljnKMvo938CeVaSyJqXcVn99Aid53vUxit96ojyBHhzNwzDkG+9FLMP+iSt2v9cF8zySgAKAM90r4lFY1vy7y2DGgvDKZm9wpQZQ/AQ80WRfMJvW+SWZxD9x1DIU04HHMOwWdqtPmLbi4ib2xAxS/sAAGT2EMJ+MQww8whyerwHW60ByPKJT0zkwjDIeGghX5Q5cqDf865ILGrteET+8xqiVj1SnLMLi6JPwUYQBFFG6FwzBrsupUkmfvLmr6ntkZiSg36NKiAz0wynjyWgMtcd3OkqHvfuNkFc6EOlcpSm0JIbFRaRhZQYrGVCdL6tXfNL9Rgd1k1uB4NGAYZhEKFWIMfuQo5dqMhcfEi8A+t0s4X+t5j371XsvZwushzuXDMGuO0/hEXsT624OR3+Bumjglt7Zgz5DdErR/Jl32ygwWDl+YuVGhCHGcqb+6C+ugVys5c1COuG7z5zjVgdWiRE4Y7JirrxEWhcUcLV02kB47SB1UQX/lwJgiCIYuNKmgUAcPZOYGWJfu/70B3+WrKNVfiPfc/L6IRry/Rhq7jfEC9r1cjfBgJaI9StpsPZdDIYczJkllSwygi4DQkIRKUo/3MY3LgCVp28LajLi8Xqay2b+cCPcFTuiMwBC+Ay1oI8LZGPmeqrUHIZqoLVxiBc5H4sz+RZSZL1sYs6I3l6kme+ZdRCLyy8srozNhO0J38p8JA6lRwPNw1sEXoj04pKIYZW8s5VMbFdVaw7xXkeqRUyMCH8jfrWj8drXknXvMnPG5Ty1n6/bZpzywEAMcv6IvPBn2Gv3suvrBTa00vyMSMAMTVhb/o4zA2lN/QJDkc1obWq7sh3yOn4Gl9mrOlQ3eDCVihK8WYLWa4SBEHkIs9dCLRMiAooF6tXoXOtWMiCKL+uplsKbW7+FLUHnu9aIDd3b5b7ZEIvDRi8lKtfDmuMlglRmNShagnOKDzKRar55AB58VYdPsr49tWNon5/Hi/8eEPf7b6KYzdNWHtK6HavlMsELyqqi+ugO/gV4uckwLDBE7tJke5JuhUoC6qjckckT09C8pQLSJ50DlB6FumB3Khy2j6fexT6S5PqylYYF/eE4u4x/0KsG/E/1EX02rHQnvhZ2OaUsARx2bHEMAerH5QL7i3GnIKIbbMRPycB8d/XQdy8xlDcPR7yXAmCIIjSy/QuNQK2+1OsAoCzQvAQOQBg6vM1XIZqSHnyNJwVuI1L799fhnUD5lTodr4N5Y09iFvQAjFLeyN2YXvIsvKf5KlHnTh8/4jQJfmVPnUAAIb1E/k6W41+sNfoDwCw1+gDV3RNOBI6SY5pq9oD6cNWCZSAoaJIPSOqsyd0hrXBI3Cr/MeulaclInZeE2gPfxP2Ocsa8vQL/HGg715hs+tS/mL/VjFqsfeZzvh4cKOQ3ycYhsEXDzeWbgw1RIbbxVmjul3Qhfi90B77MbSxiWIl+amrftuUiWuLcSb5h5SrBEEQuWTnxsKMyGfCozxumTiXmjz3bpZl8duRGzh1O7TM8d7YnG5cSM7B9gviDOZjWwe2YgjE1E7VBOUDz3cVhDwoLXgnn3K4WHz/SDNMzk3SVdbIs2heduQmZq8+zcc+zbCIXRE/3HpBVBcMl5vFj3uu4ptdl0Vtf5+XTjw1uWPu90Dmuc5Rf03h402pL20QyEdufRaynNuAO7j7JBQaQCWMxZY2eidcuvKwNBwlEmdzMyWrr2yCftfbYKzpQU9h2DAJivTzMP7+IOCyi9oZSxriv/GvjJeKYWZc2huaS+sR9+cQqC5vAgDIsm8hbkFzaE8vFshGrRwhHtRdPInsCIIg7nccLneBk0CWj+R+e1pVifYrI0+Vtq4DALcyAqbe/uOIemOrOwRpY3cHTH6Vh7cHCAAob+Qv2dDMrjXQqWYMWiZEY+v0DvhqWGPsfaYzWuQaEqivbOJls3p+LLIKZVUR8MVRrhmyen8hssbNLy5dOZj6zgGrMSL1yVOSMopbBxCzpAdktgxE7P1foZy3NKO+wiVR0u98Q6w0dBbceEPllXTVO2TWLwfE8fG9OXsnC/P/vQaXm+XjouYNpZDL0K12LCoYglty59GxRgy2zegoqn+gQWj5H7TH5iJmWV/Ef1stuHAuCn/hN3xCZJlbTgt5TKIQkMlhT+gs2aTb/ppkfWmj9L1JEwRBlABrTt7GodwMlVGawo2tuPFsMj76+yLG/3ok7L6dv9iFx345hN+Pii0W6pcXL3hDZWJ7zyKkXEQRuGEXEt4K34qG0OO1lma2nE/GtsQU/HLgOlxuFhvPcopP37/DqhO3sOuSWKkuxYXkbLT/bCd+2HsVC/Zdx74rQsXkooNiF7zmlQ2Y2J5TPLIScdSk0Jz9HbE/tQbjFColszu9CQCwVQvsZuU2JCBtwiFk9/hQkI3Y3PQJuKJr8WXdsR8QN68JlDf/Fc/h9BJoji9A/JwEMG6PQlV9QbyrHbntxYDzidj7X1GdIuMSfxy1/gmormxF5CbpGFwyRw6nbM5Fv/MNxH9bHerENQHPSxAEQeSflGwbHvv5EDp+vgvjfz0CdwESQWXbgm+sR/85XLI+eeplpE4+K5kAKhwc5ZoHlTFsfRa6g1+FPObsXrUxrXN1QVIhg0aJ9tVjBGsraz3uszkqtBbEf/XG7VWf03oWMkasy1c4gDxsNbhkYM7oWkienoS0CYc919CPO7nxj6H5Pl+ZgRVuFMTPSYDu+HyRmOrG3gKf6psRTTG9c3XsfaYzRraohCrR/hWi72w8h1G/HMKdLBvGLjqCb3dfwcoTt7DvKrfWnNQxdMWmFBFqBf4v15Ia4DzpqseGEMvX7ULEnnf8NrMyBVx6sZJW5siG6tJf4g4+3kw57V6CpYF0fM88gwCicPGOSxs/JwHyXA8x0UaOlOdZKYCUqwRBEADe3nieP25UMTRFU6i87hVPKL8vAIeTMkV1sXoV4LJBnnY+Xxlmn2jHZbF8vketIJIly0+jmuO9hxqgTnz+lcmlgYspQoXkD3uuou+3ngWyb7Ktdzcl4tk/pS04fBkx/6CgPGPFCQybfwBjFx6Gw+VGUobYyuHHR5vzCS1CScbhjcwm/D5amk5AxpDfYer/XchjWL0SV5jbzYajUluRTPSfw6G8/g9fZmwmRG57EZE7XxcPKGFNq768MeAc1Of+CDrPqHWPQ3Vrn9927VHOvUxmSuJfggybngo6LkEQBJE/5v57DRdSuKzdF1JykHg3J1/juNwsHwc9Qu0nIZTbCZktQ1RtT+gMyAtnM95W64GQ5PT7PgATSiIdACOaV8KEdlX9x77MXTfKLCkAAGuDkdJyANJHrOOPVUm7Qjp/ILJ6fYqs7h8gY9hK6fON3ABzy+lIHef/tzc/695STyheQeA2mTl5F5RJu0P+TnjTrHIUxreryivaX/FSbq7xis/LsixWn7yDxOQcQULdSylmJGVwCi6nq+B/iyFNK+LA811x4PmuqBbDKVZ1B79A7PwWfpNQBQuXYHpgLjKGrZZsi9rwpKiO8bUIlsmR7ScJVdpjWwOem8gf7ghhTGDDkv7AW1Gw1xssqGcc+XvmFzWkXCUIgvChoGEBAtHu05344/gt/qUgXFpUNmDO8CZ4pltNtEyIgmHDJMQs6QlVECWSFFM7VceGKe3Qs27huHUVFY0qGtC7XumeY34xWT0u5I0rRmLnTHFsszyrGoB7EfSOv7vtfDJGfi9twXAt3YKzd7Ox4tgtNA6yYaC8dSCseTO5O8ZuVSQsjR8HZAo4KncAFKElQQAAW50hyHzoF6SO3QNWFQFWHS0pF7VuApDrvq9IOel3PLeEdYI/zM2nAABcMf5jx4aKIpmbk7wQA+zL0y9CcftQoY1HEARxL+BwucGyLLKswvArYxYdztd4Zq8EkxEq6bWf6toOz/krejYBC0PJmIel6RMhy3pvOPpSIyYEaz8A6nPLEfd9bURsfwWqa9sBAM7YBn7l3QZPeJ2MIb+HNtEAsOooWBuN9msp64xvgpwOr8AdWdm/R8y9GILHxy3dG3vlDnBrOGvhvJBNmpM/I3rVI4j7kfvbMbbMfClaAaB2nCeM0xvrziIlmwtxdifLJil/5IZnk/1utrRMQVAkn4R+30eQWZIRs6wvZJlXED8nARH//B8n4LBAv+8jUb/sjq8jfcR6ZHV/H/ZqveCOrIzk6UlImXhCJMtYM4RlL+VqxsBf+eOUJ08hs/8PfNlabzjcUdUL9gEJafzEcNYc+hYA4FZHIavHRwX2FigqSLlKEARRyDQI4q7/3uZEPPbzIdjzEScs1exA22pGjG6dAIZhoL76NwBAe3xB2GMxDIO4CHJrKS4GNCwXsD1Wr4JGKUe8T3iAlBzO9d1sd6H9ZzvR4fNdsDi4Bfhzf57C/suBkw98su0iEpOFyvzH21bxFFhWEHPNl+z2LwtcAr1JnXgC2d3ErvUhwTCwV+vpeWljGCRPE8f6Ylw2xP9QF/K0RBjW+X8Bjdj1n5AsWUx9voK9KpeVVJRUIx+WMHnZS9WXJVzM8knM4m4wrhgMdaK0xQVBEMT9RprZjo6f70LbT3di0znpOOLhkhdrX62QSScHdTsRte5xvpjT/qVCOa8IhRb2ytKJo8wtfcLSBPidCtU4wLDlGTAuG7SnFvJ1znLNAvZJnp6E5OlJgLx4Q0mZBojd4gFubXCvwfhRGJv6fIXMIb9DZhWu97zjwMszLiFubiNO0ZqPtYzvd6f1u1vQ5bOdGPjjfkl573VlvXKF6/EHAMpcpX8e0bkx7rUnfoZu38eI/6GOqE9Wj49gaTEFznJNYW00RhBigtUYYas1QCAfN0+YTMtjOGCAo2o3T191FOy1BiB56mWkj9wgcF0nihdbnSGwNnyspKfhF1KuEgRx3+Ot5PxtfGgZLgPx6VDPj7XLzaKJH6vB5JzAC8M9EkqzoU0rSkhyCh7RbrXDUmpj0tyPPNOtpt+28W2r8K570Vqhm2GGmXMTW3HME3f34LWMsM59O9fy4LW+dfDDI80wvXN1T6NL+juS9sgmJE9PgqXVDN5aQoSskK28GcZv7LmYJT0gc2T77apIT4Rh4xTektSXjIGLkDz1Mmx1hwqSichvH+WPVUEUpGmjpS2GZKZr0Jz5LWDfkHF53AINmyiZAkEQxG2TFf2+Fcfg9uVqmlkyDI4/8ixg9SrpkAARO14VlN26eN7CM2WS/yRX+SFzyDKkz7oJvJUJR3WPtaYs5zaSpyfxiV6YAK7j/iIAhIQfi7ESRyaHpT4X9zK7o1dIoEDKVZaF6tQS6PZ/KpnsMl+4XVBd2QpFstgCstDwo1y11RkCAGAh/AM7Yxvyx5Gbn+aP47+pgvg5CWElvlJKJLXNtvu3pPUmmPFAvvDxhJJn3+KP9Qc/F7RZaz2E5OlJQZVuOW3FcfhlpiT+OM8LUGY3SQ8gV8IZ3wSQ+QkhQhQ5MkvhbKwVFaX0KUoQBFF8XE71xMIMFNA9VLwX6elmO07cknbRScn2v+D7ad81zPpDqCR6pEUljGpV2VPhszMd5Z1Z1u1E7ILmiJ3fLKCbEVF8GHUqjPVKLOGN3cvV39fKdO+VNLAsK/hz/7DnKhbsuxb2HOwuFi0SogQx2GQ26UWky9tFkBVbWTsqFHwjQgrvBFHhor64Hsbf+gMAGKswqZejSjc+Pp7LK6aT4uZ+4OoeaLe9Au2pRYI+vokQXNE1kTz1MpKnJ8HczBOvS5F6FvYEH6ujUO47iZdDmVWYxCx+TgL3kkQQBHGf4s96Lm+9xQAwWR0YvuAghs47gMnLjsHl9m+9t/rkbRxNyuQtV/1ZfHpbBgKAK7Iy0h/djOTpSWBVRRcHPqfvF/yxb2xBWbb/38iONTgvE4MmvI1PtzoqLPniJrvXJ0h54jgszSfziYQYRwDF4cF50G95HvoDn0J79Af/cmGgPT4PUeseh/G3ByBPv1goY4rwF+ogd81m6vetoNo76afy7jFRt/jvxdadhc2wZhWLJJwaG8ZOQaiWjK6YOoLQHgCgPeHx/Iv49/2Qz0kUHd4hStKnXQDiPCG8BBsspRBSrhIEcV/DsiwWHvS4Iiskdm7DReU1xgPf+w/Gf+yGn51RAHN2XRHVzepWk09ABAAy811BuzL5BMC6wdhMkKdf5DKZO3LASCRiIEqGBD/Ke+/Yq4+0qCRom7/vOtp+uhOrvBIMnL2bjW8kviPBaJEgfoFSXfUE5XfpOOsDW7WeAhMYc7vZAABLw1FIGX8YyVMv+k1EUVDkYShX04etQnaHV0T1EX8/j7h5Tfhy8tRLQvcwbRx/rNv5FrDgAWiO/yyIrQcA2Z3/wx9n9stN1pWroM3p/BbfZtj4FNRXNgv6Rv8xJKBrnjz9IuK/q8UrT9XnVgAAGHOqpHz8nAToDnzudzyCIIiyzG2TVRBTPBR+GtUCAMACOHvH49lwJCkTl1KlY9sfTsrAOxvPY9KyY7jBJ+QJ8bzFlCGc1Xq8RfLWcHkxXiP2+g/FM65NFbzRry5+HdsyrPP5JqksjbDaGIBheKU2I+HJorhzFMYvKgHrnufr1BfWSA8oYdEqTzsPzalFkr/dEbvf9jpP/mL8BoNhA8eRdZZvwR+rE9dAnn0zgHTxUC3EOL/hIrNIr4WkcFRuH7JsxsN/wGn0KJ11R78HY04Ja25E0eIo39xTUOqANh5jBndk6TY2IOUqQRD3Nf9eTcfGs4FdDORpiTD8NdlvtkqRvCy03davdl7Gjguh/aAPbVpB5LKjuiR2YY7/piri5jZEzFKPS5kiPTGkcxBFT9/65VAzVodxbaqgosHzkuatXPUXPuBaenD3rjZVo7F8Qmu82qcOloxrJWhrVCFSkLAALgeUN/YIrGDSR+9A8qRzMD30i6Cvrc5ApI4/iOzuH4DVlyvSF0xbTS5rMitTgpWJMzGnj1gPtzoazqgacJZrxsdP9UZ7ZpmwwjdGXKgWEUodUh8/gJQJR2Cv/ZBfManYb8o7RxC7oIVfBavu0FeCsmHLLBgXdUbkztf8nke//2NJK2KCIIiyzN/nkzHwx/14cbV4nWV1+PcCqBjl2bD0/Y00WaUVVVOWHeeP3954HgBw0xQ8fmemz+9iUeOowP2GWxs8GnIfpVyGgY0roIIhPC+stMf+Dku+JGGVucpVexYYizB8lnG5+Hc6T94b3f5PEf9dTaiuCDO+xyzpicjtLyM2N0EU3C7IU8/CuESYVItVFX6MUQC8wpdV6GCv3AEA4PCKhettLW3Y9FTRzAHAkKYVRHVv9q+LLx5ujG0zOgrqRzavJJLNQ3VhLfR73xMljgoKy0J/8IugYm51NHJazwp7TZru833XHZ6Trzi1RNFgaT4F9sqdPEYN7abA3OUtpA9bXcDYJ0UPKVcJgrivOXw9+G599B9DoL64HjHL+hb6+V9YdRqOECwmXu0jzmoemZcxMwjRfw4Pe15E0RChVmDZ+NZ4umsNzHusOV/v7b6okMt4175w+WZEU1SL0WFo04qoHe9RpNaI1eGn0S0Estqj3yN65UjoD3zK17GqSEClhxRufYViWdSYen+BzAfmIuXJ08ju+i5fb2k8DslPXYWzXFOkPnkS6WN2AjIFXHEN+Vh04ZDV5Z2gMq7IKnBHVASri5dsNwfJ8CyzpCD+myqScWAZCUshReYVKG8dCDim5vSSgO0EQRBljZfWcMkFd13yKMtYlkVytg1/J0pvQs/oUgMquec36YOtFwTtOy6ILd+eXpG/eJlZXd6GvVrPfPXNLxmDliB9+BrY6j4MAMgc4JW4ND/JnLyURy5DNf44eepluGLEa8zSitx0FQBg/GMo4uY3hfrs7wHlRZufbhe/7vFOVuZ9TfPiu0dsm42Ypb2hSDsnGEJz/g9oTi5EYRO7KDeurtOMzEFLkDFoKTKGeD5fvpS6LCvOyeCHV/vUQcMKkZjepQa+GyO0fn6wYXl0rBEjCgHgz6BEnnoWURunQnd4jihxVFACxBX2JvXJkzC3E8dRDQrDIGPQUr6oSDkpiKWbOmZX+GMShYbLWBuZQ5YJjBpsLSfDWSE8i/ySgJSrBEHctwz6cR9+2i/OTu6Lt7uUPONSSGM/3aWGoByZuxgZ2Kg86sQLlVd/Hr8lKPtaafiOlYd33Eii7BEfoeaTAIxvW0XQ9t8HG0h1CZu8EAOCBFa5lNrYUkod7DX7A0otrA1HIXX0TiRPu4bsbv/zm0TAUbmjZH0grI3HBWw39f4crpjA8cqc8U1EdVKx6/LiwAIAWBYy0zXIM/IXs011ZQtkpcAVkCAIoqhwuVm0/XQnBny/D29u8Ci2tj/dEa/3rYuHm1bE2DYJgvjhviw5fENU9++VdAlJCOPZe88jkvttdnpZDxYbSh3nBp77Ge1VuvBNjFOoMFTcPoTILbPA5NzllKi5ilQm5y6iVo7kws98UwWyrJuAPYdXUGY8tJAPdVNWMWx9ljvwY3movHsUuoNfcsmd3C4Y/RhK6A4L45mCZaE9u0xSVn1xPSJ3vMLFbC8qZAo4qnTm3KLzyEfSsfhvqiDuxwZQn10eVHZo04r4eXQLxEWo0b9xRbSq4lnPeN9rm6d1wPTO1bHnGf8b24qUU4Kyfu97Ic+Z8ZOIK7P/9yGPEQxHlc78/a26sReGDV6u51HVC+08xP0FKVcJgrjvSM2x49D1DNzycQOL0QVfYMb82jUki4FxPsqyhhUisHlaB7zWry6GNRMqRfNc2TadvYuNZ+5i3K9H+LblE1pjbBs/SZBq9AMAmJtOFFgh+OLSlYPq8iZKbFUKeat/PWye1gHNfWKhRqgV2DajI8b4SYAlha9lKgA816MW1k5uh26140RtefFV+XKEf9euEoNh4I6uEfSFwhnX0G+bNdfqR0SAbK+OCq1gqxeCxbeEK1rqRLGVah6MmbNkjV3YEYoQN2p8UV/ZjNif2yJ+TgKMS3tTmACCIEoFf59Pxth5+3A3Kx9WlV4sP3oT7246L6rXKeXQqxQY1KQCXulTRxCDXgqNwvO7kWV1Yss5/yGgpnf22cRmWcjTEvmNLLcf74VixTtMjk/iI+OKwdCcW4HIHa8gesUgRP/5MMCy0B36Cqobe3i52F/aInrlCM8wEWL377KIPPUcZCZhkk/vdYF+34eI/74O4r+tJrJCVV1YC0Cs0Aslrqrxz4ehvOk/t0I4eCfhdKsMfuWs9UcIylndP4CliccCN6fdS5L99Ps/5hTMYeAvnmq0Vonx7aqKwpV542tlqzs8J+Tz+lOu2msOQOYDPwIA0kduCHk8f2T1+JA/Lg3xa4myDylXCYK4r7A4XOj/3b+Y+ttxUZtoce0HWT4Cn5vtLkRrlZAxDHrVFS7Slx25iYPXMvB/687itfVncTnVDABQyhlUi9FJW2a4XdCe+Ik71JdH2tjdSH7qCpKnXYelyXjYqveBpf4jAAC5+S6i1j8B/Z7/QnH7EPQ73wACZVklig2GYRCtlVbqR6gVmOUn/qovyya0RqMKYncxGcOgfKR0LKo85Xwe2d1Ctyoobdir9ZJUopp6fc5ZvPrBN2tsHs7o2iGeWXhvZgxeJnI343HZELeguaja3OxJWGsPCngWVqGFueV0Ub0i9Sy0h78Jca4EQRBFx/N/nsLOxBT8EsQjyOVmceZOFpxe4XC8f6c+2HoBa0/dEfVrWEEcOxMAetUVbh7mbZR3rOFJCjX336t4Ze0Zvvz5w43x77NdsHpSWxx4vitUCuErsTpxJWKW9ADDcpvSpUO56tkQjPjn/3hFmebUIr5efXkjlHeOQHnrAFRXt0LnlQk9D2WyZ/3rii0cL5niJLv9y6K6mKW9ELuok6AuZ8B3IY0XtXEqAMDlY60Y6lo/+s9hIckFQ3nrIH+cPmqbX7msLp5wSW5tLKyNRiO7y7uwNBqL7I6vw9z6aaSN2iHqJ89KQszCzoBdOtGbFN4hq8KFcZjFdbkxciO2zUb8nATITEnSfb1itLr05QEA1vojAYaBveYDSJ6eJOk5FDYyhajKUbFNwccl7ltIuUoQxH3F1TTxjz3AWYgOahLaDr53xtBAdK8dyx+fT/YsZqSUaa+tPyuqC2SVEfNrV/6YzdvhlikAhkF213dhenABLM0mCvrojv0A44rB0B2fj9ifW4f0Ge5rct23SzrI/d5nu2DDlHb4YGADRGkUGNxY+D3d/GxX1C0n/dIZEJ+stPbqvfwIlgEYBll9voSt1gC+ylGuGWz1hwsSQPiS3ekNQdmt1MNetRtyOoYWz9gZW09QduRm8nVU6Yzk6UkCCxLFnWOSY9ir9UJWv2+QPM2/QiL94ZVwRUq7rUb8+36JWa/Ksm9CnkYJ8wiC8OB0B34efbPrMsYtOoIZyz1KvlCsXd97SNpD4YWews2wqZ2qAwD+TkzB9VzPoMWHPCEC9Co5OtWIgVzGoKKfxE+GzU8LKxTaoPMrTjQX1kB39AcAQOR2sbIRAKLWjQ84hqXhqMKeVrHguzEsyTMn4DaGtknq1nJrdcYhVDpGbfCsoXPavoCUSWeQ3SG0tUF+kKdz1tq26n3hzlUoSuIVF19myY0rzDDI7v4eLC2mAABcBmmvJ7n5DowrAm/meuMuwPrX93oCgPrSBqgurIX29GIAgNZrY8CbiB2e65wx9A8kT7mArF6fSsoWBEeldqI6e6X2hX4e4v6BlKsEQdxXZNnE2WM3P9VB7PrCsohaMxrGReJ4QuqL60I61weDPC8CNmfgl43UHLuoLlCfvHhZACAz35WUcQVwlZbZMvOXEOE+QnPqV8Qu7Ajd/o9LdB4KGYO4CDV61o3HlukdMbuX54Vh1eS2qFM+f1lrGS+3wvRhqwo8z9KAqd93MDeZAHtCF5gGzA8q7yzfHOmzbgIvJCJ9xhWkTj6HzIG/gtXGBO0LQJwERCl8jphberL5yuwmyTEclXKtZ302UxzlmoFV6JDV5R244hvxscGkUKSIM2wXB7E/t0XMkh6QZd8KLkwQxD1LhtmTgOZOEEXpLwc4a7VD1zNxy2RFmtkOfyqcuvF6PNejFjZP64BoP6Gb4vQqHHi+K//PmwX7ronkc+z3Rogk9YU1BerPKqWTV5Z23DpxmCMR0VUBAJkP/iQ9hldsdF5BGSB0lrnNM2BVkbC0fAppo/8RWc+qz60QuPWHgjzjEuTpniRseW7pztj6Qfs64hpx/5f3k+BHImRRHr5hEQIxqAkXxqyhhGdUIBS3DiBi15uiet3Bz3lLYQDQHf4acon1i8wrAZc7qhqgkN4EKTCMDFndPxBU2eqErnwmCF9IuUoQxH1FulmYgfKTIY1EC3bt0R+h2/cRVNd2QJF5RTSGrWZ/UZ0UgSxP85sNXn12OWLnCxMr2ELZxZdAeTtwPCl5WiJUl/7K19j3ApE7uMWz/uAXJTwTISqFDFumdcBv41ujqlE6HlZIuLh7IbvTm3BWaFVIsythGBlyur6DzMFLAlt++BJRDpCr8nXKtJEbYU/ogvRhq8WNMgVs1XsDAPT+LN79vASZW81EyqTTsDadAABg1f5jsKmu/h3epFkWspzb4fWRGCMP5Y29BRuLIIgyjbdCdXtiKkb/cgh7r6SJ5K74eA8N+nE/DlzN8Dtui4QoPNayst/wOVJ4b1avOXUHWVbxpvq9gLfrdDCyO7yKzAELeO8KAHDry2a8VVYiaaQ/7NV7CzaPHeWaI3l6ElInnoSp1+d8veLmfuj//UBiBDGu6JqwtJoBexWPIt+wZRbi5jWBLPNqgJ4eZDl3EPNrV8Qs7g4mT7nrsAIAWGXwdZ3pwZ9gbj4Fpr5fh3Q+Xxib9GavL62rRuPPiW3w4yOhJ3RTXdkK4x9DwTi5z2Np+Bhs1fsAAOQSG7Exy/qKjD3yrkFWj49CPm9+sTYaDUvDUXDpyyN13L4yGSqDKD2QcpUgiPuKFB8L0a61YgVlxpKGiN3/gf7Ql6K+Wd1ys6sXgpv4E+2qom68HgMbCRVA/uJjcud1w7D1Gc8uey6u+Eb5m0SQBFfRK4cjasOTUF3Zmr/xixvWDcXtw4DTAtWlDdCcloh7eY8QpVWiRmwBFKsAGDenXGUlYk4RoeOKb4TMwUvgrCBtQZLnchhuAiuXsbYgHhirjvYrKxXbzC8si4jtLyH2p9aCWH1hk/viBACMLYM7cFhKPIwGQRDFj6/S9HxyDmauOIm9V9Kw57JHyfqfv8RWc75hkR5s6Em2eDdb7NUTDF/L2S/+ET5768T7sdhkWajP/QHF3WNgvcIApI3+J+w5FBVO77igcjVkWZ5wB1JxufOwNhoDe40+yPDaBLRX6VIUUyx6GBkyBi6Cqc9XSJ5yAebmUwKKe28e22v0zR2Dgb1qd77e+OfDYNzS3zV/CWNNfcSKTd2Rb4NMnkN97g/+WJ5rxCHP5v6WoShX3REVkdPpdbgNVUM6ny9xcxtCdSm0hFAJ0VpRTOJARK17XFBW3j4cNI6pzOz1XuOyQ3mbiz/rGwe3qMju8SHSHj8It5/wSwQRKqRcJQjivsLbouGDgeLdSZkftx571W5gldxiW315I2RhxhlUyYVWrM0qR+HXca3wWCvhD/mwZhUFGW690e3/RFSXMXR5wPN6Wyn4Is+4ICirz62A8voursCyvBJXHoYLUUmiObkQxhWDEP99HURtmITIbS9AlnG5pKdVKtHvfNMT3kIWukUQET6qvHtKAl+rDG9LGpexlqDNpa8At0raNU93ODTrFcaajtgfG/DxzqRi9SnuHIXi5n7pAZxWzkqWdUORfMIzrtsFJucu8N8KMH5ZmbeKJgji/sDmkg5jNHPFScz64yR+O8K5PDcIEMammlGL/c91wVsPeNyi+9QLP5GU7/7OqhMeK/0J7apg8ThpTw3l9R0wbJmJ6OWD+GzlKRNPwhUdWmLJ4sDc5jn+2K0xQnNuBV/Osw70JXlKosfzgWGQ9sgmZA6YHzB0VGnHUbU7bHWHAgoNcjq9juTJifxGsb32Q/77lW/OH7MBwgtkeoUVSn/4T0kZyfBB7hB+++w5/PcL4Da6NSd/gSqJWyvIC2ndaq/cgT/OGLgIWV3/K2iP2jDJUyjIpqjLjvg5CYifk4DIjdNEzVwYAv+efACgvOnxftEd8SQiy9ucLhYCeBsSRKiQuQpBEPcsLMsiy+bEfzclonXVaFSP0eL3o9wCf0aXGuhZV7xoZ2yZkmOZ+n0HZdJuvqzf8gJQa0vQObSqEoVD1zPxaEs/yWjUwsdwrF6FRWNb4o/jtzC2dQLAsmBsGWA1RpF7uiuiEhxBAq+bHvgRsT+1RlaXd6Df96EgjlHkP6/B2mQ8AG4X3bBlFgAg+amrAhcd5a0DsKD0oz21UFQnN12DO7pGwQd3WkpdQot8w7LQHZ/nKZPlapHiLNeUt0jJI3lKIhSpZ+Es11xQb6/WE4CfFwqVHumPbgHjtCBmcXdRM2Mz8S/Q8vSLkKeeEb1kqq7vgsyR7TNBqyeeGeuGcTnXJ2XiCbAaT/gSxpqOuHlcdl5nVHW4IzzPNMaRDdVZz0aP8uZeOKoIYx8SBHHvki0Rz96bj/6+gJEtKgVNkMPkKjj+nNgG19It6FgjtPjX3kzqWA3HbmbiSpp45ZKX7EoKRe6mOcN6vHpYPxtaJYWt9oPAlpkAAOXdo1DePcq3uXysGFMmnZVM6OiKa1imFauSKLVImXoZ8vREMHG14RvkJ3XsXijSzsORILTWtdXoB/XljYK67E5vwl6jL5KnS2eyDwgjl653OaC8fRCO8i0QuX02NImeUAWMPRuRO17lyw4vi9qCkDn4N8hMV+E2VAMYBg4Akf8IE3Ix5mRoTy+F9vg85LSeBXv1XmFbw+oOfcUfay6IwyNl9fgQ9mq9ELH3v6I2njxPOrcT+n0feqo14d//BFGS0BsVQRD3JJkWB8YuOoxbJk5J+HdiiqA9Ti8dX9GfcpVVRQpcdZgQ4xV+MLAhDl7PEIUfyMM3U22cXoVqMTo8252zWjMu6gxF5hVkDFwEl64c5F7Jq9JHBE+s5dZX4BeI9loDIE89g+g1Y7w+GAswDAy5i3UAiP+2GuyVO/Fl9ZXNUN7cJ5lVszTBysR/0+g1o/O3QPYh/vs6hTJOaUD8HSc37qLE1PtLxP9QB86oGsgcvAxuXTwgV8IpYVXOamOQ8sRx3kreF3dkZcDlsb63V+0O1bXtADg3v6yu78IVVQPRa0YDALKz34Cl2ZNQpJyCK6oGInaILVU1Z5fDZawFw7rxsDbyPBvkGZfgLN+St+ZQX1jLtykyr4D1ip0ms6TCFevZ6JFlFzCeK0EQZYpgSazycORauD7asjKWHhZuOl1N9yhDE6K1SIjO34Zm+Ug1fp/QBm0+Ebrz964bHzAWPliJUEkyP8qykkKuhqnXZzBsfVbUxOrLCcsSitV7GoaBK6YuFDKx95fbUAV2gzgpZFaPD0XKVWvdIfmfgssOuByIWvUooFAjcxDnJRL/HbfJ74hrDGXKSWEfnzWZvbA2JhkG7iBu9bE/t+GTm0bufB3Y+XrYa131xfV+25zG2rA2HAUAyHhoIaLXjuXbMgfMR9T6JwAAETvfgL1mf2iPfi/oz2qiw5oLQZQ0pFwlCOKe5I/jt3jFqhT+lKu+Gb1d+vKwNOV+/L1jcIEJLapKlFaJXhIWst5sm9ERPb7eAwDQq4QL+byEWtFrxoDNTXyTOnpnvqwx3fryoiQ/8d9UQfK06yJZ1Y3dgrIi+UTpUq6ybs79yjsZkDy4e7vu4FdQ3D4A0wM/AnI1tIe/gebs78gYtlKYJIGVcHHMVUQXFYwlFWBkAmvBUJGlJSJ+YTe4IqvA1PfrgAmqGEeOsMJ9byb7KDUotUh+6gr3zAjhuSHpauiNV+KtPMVqHpH/vCYoR+x+G4wjB3qJkCJ8Hy+Fq87rxca4YjBYmQrWukOR3esT6PcJQxgwXtbtMvNdKI96rKHlpqtcaIAQ7kmCIMo+l1JDi/ucp4QtF5G/BIIFoW99/2sxxe1DUF3fWYyzyT9uCSWhpeHoEphJ2YfVxiJt1HbeGySrx0dgdaGHokh7ZBMXmkGmgO7wHGjOLYelyeNQ3doHAFCf+Q2OhM68vK9iFeCSWwkoxt9NRmL9p9v3EeydXgp5DIWf0GGpjx+A22s9452U09JkPOw1+sJRrhmUd49B5shG3FwJa2ryrCLKGBRzlSCIexKLI3Cyplg/ylXtsbmCctr4Q7DkJQnwik3pvUhQ3DkKedr5fM6UCw0wq1tNDGpcHk0qecZlfBJXMS4b3KpIuKOkg+uHiksnVrAGRUrZWIJErRyJuLlNwOSGOZCZrkN5+1DAPow1A/p9H0B99W8ok/YATgsi9v4PivRERGzLXUi67FDcPiS69oCEUrIwcVoQN78Z53adj2ttWNwPACDPug7jisGCZEO+iJIfUZypokemCHlDJhzsIWx4BFKsBoNx26E9uwwAILOKM3/nob64HopbBzznPPgF4r+rAc2Jn/N9boIgyg42Z/DfrUupOdh3NQMAcC3dIkosNbVT6GsbWfYtxCzshPg5CdDvfCOkPjqlf5dt44rBUF3fEfL5SxJHBXFyIMYeWvZ3QozLWBup4/YhZcJRWBs+Fl7fuIbI6fS6IDeBcflA/tjw93NQJ64MOEbE3v+Fdc6CwIawDuFDkLEsZKbrAOuG5sRP0B76OqzYrO6IigIDCGd8Y/7YFVERACAzJ/vtb6vZP+RzEURpoUiUqxkZGXjjjTfQtWtXtGzZEo899hgOHjzIt0+YMAH16tUT/Bs7dmyAEQmCIMIj2EJf0nKVZaG8c4Qvun0tCL12ePPicKmP/Ajj8ocQs6QnVJf+yvd8x7ROwOv96vEua4b1ExE3v5lIzmWoVmAljbNi6/A7sW7Ism5Aff7PUmHpqLr5LxinGcrrnNtf7MIOfmXluVnavbPqQq6C6oYngL7mIufyHP9dTRhXDIZxxRDROL6Kd38w1oywkwPE/uylJAugGPV7Tpewj8ziXxHmnUgBANy6cn4kidJKVtf/gmXkMLd+Jl/9UyYcCS7khfHX/Lkp+sZ3Iwji3sTus+ZaPK6lSGb5UU8oka61YjHvseZ4oIHn96d2nF7Uxx+6g19yFvIAdMfnAw5xfNXX+9UVlK1O6U33It04LQokQhVYWkwtgYncO7gjKwdMcBUMV3Qtv23hKE8zByzI9xxCQeChFQDF1e3Anq8QtaAdopcPQuQ/ryHi3/chM10Lqb8zSsK7Tq6GpdFYOKNqwJprae2o7H/t7opMCOlcBFGaKBLl6nPPPYcjR47g008/xYoVK9CgQQNMnDgRly5xL7jnzp3DW2+9hV27dvH/vvrqqyCjEgRBhI7DFVi5ZdCKXU0Yn0QvmQ/ME5SdXllG86z/dP+8yddFbXgS+j3vcsmPCohvDKg8pFyKwiWr+/th91Fd2w7jsr4wbH4a+j2ehaIs6yb0u98JecFVGDDWdP44cvvLiFo5MqB8TK5iyFupqD7/JzSnfhXIyTKv8sd5L22C9qzgcai0R75H3LzGMKwbH1RWMLaXVSAThnJVdfJX4LMm4nmc/MVvH98XSXu1XiGfjygdWJs8jpQpF+Co0iW4sA/mphPDcnsEAEXuBgXgPyM1QRD3L3aXULlaJz4CXw9vggntPJ4xeQlFAaBRxUholXL854F6fF31GB1ChXEKPTAi/3lVJNOzjlBZVs0oPb7vWHn4yxJfGrDVGsAfm3p+Cmc58WY8UXzktH2+UMax1yja31dvoxGnl0LYGVsfmQ951o2RK0cBm18HAEHSNMaeDXlaIhf2B8J1c/rIv2Dq+QnSh61C+khpY5Ps7u8hfcxOPpaqudXTfucqFZeeIEo7hR7I4urVq9i9ezcWL16MVq24mG+vv/46du7ciTVr1mDMmDFITU1Fs2bNEB8f3uKeIAgiVLwX8b7M7lVbMqmB3GuRIJllVaZA+rBVMK4YDMWdo8Bb4h1g3ZHvIE+/CNODRbv7XBBYjVEyQyrLyAVZcr1RJe3ij3XHfkBO5zegPTwHEXvfA8C5pGX34GIyRmx9HorMS8gY+keRuJwr7h7nj2XWdKhu7BHJZHX/AJHbhTGjvF+gtGeWivrELuokqvPGHVk5YHvE3y/w46qvbg05RqvMJIx5yzitoaWYYlnot74o2aQ7/DXMLaaI47e6nYheOYIvWho8UvoSdhChkRuXzRnbAIrUMyF3M7cRJ0IBgKxu/xNkLPaHqd83iP++TsjnIwji3udSitj6s101I9pVM+J6ugVbzguTiua56DMMg4VjWiDV7EC1MJSrrFyYDFRz9ndk9fpMUBehVkCvkiPH7kJVoxbVY/0oV31D5eRSmpU7WT0+gq1ab9hr9heEqXKUbyHwwCKKCaUO9sodJdejoeKIb1qIE5LG1O87RG57ETntXoSjancw5hQuzjsj4xWmgYj5rR9/nDZqB2IWd+PLTmMtget/KLiMtZE85QKg0CB+jsdSNavHR7DVHhTWWARRGih0y1Wj0YgffvgBTZp4LGkYhgHDMDCZTDh37hwYhkGNGuEnYyEIgsgvv45tickdqmHnzE4Y0bySpIzxN098H39ZVt0+8UqlUF/ZnL9J8ifx73afOm5/wcbOxTRgHnJyd4zNzacgu/NbSBv3L1ImHEHy1EvIfGAurPWGwepvceN28opVwJMtlLFmQHt2GZS3DoQWy9Uf9hwob+yVjD+qCBDfNrP/D0h7dAufnTQPefpFMBJug8Gw1hkCS5PxAHJjVwaIh+qrsNWcXhzSObTHhRbS6ovrQuqn3/VWwPa4eU24GFm5RP/+IOK/rS6Qye78dkjnIkovGQ//wd3DHV/n68wtpsKeIG3VmmcxktnvOwCAtfZApD32N6x1h4GVqeDWxsJpDKA8VQgzeJubTizYByAIokxjdbiQ5yzUNCEKr/cXuuOXj9SI+mi84p/WLx+JTjWCJPLzhmWhPf1rcDkASx9vhZlda+Dn0f4Vpb7eHKxCC3PL6aU6mQ6rjoKtwUiBYhUAHyrGWndoCczq/ibzwYLFGGd9fluLAldcQ2SMWAdH1e7cOXVxnlBjYSbS0v/r4wWX3/kruOdD2iObAIB7/2j4GOUDIMokhf6rYTAY0K1bN0Hdxo0bcfXqVbz66qs4f/48IiMj8fbbb2P37t3Q6XTo378/pk2bBpUq/5kjFYqykZtLLpcJ/ifCh65hwbnXr+HOi+JkRA0rGdCwkkFCWhq/zxRDcOUqACjkTL4XBoxVbEWRPouzxJWh8HbF7J1fgb3zK3zZe1x33QGw1B0A9ZEfgQurRX19lXSsJgZRm2dAeXGDoF5pSwarl75mfr+HLjuMP3KugvYavZEzSOjirrDe9fuZ3LX7gZEroQDgqNYTyqt/AwBiFneDW1/Bbz9/sNHVoLjpUWjrziyGvem4kPpGbn8JzmbB44nLfCxHI3b/B44WEwRZ4aXQ+ShlpYj493042kwHZHIo7x4TtFnaPQ+FLjLoGPc6Zf55qIiCrRsXniSz7oDcJBIq2M0pUP0otIRxVO3GP9vc9QchvVZvQKkDA25BmDHjMsAwYLJvI3qeOGZi5tgdgmejafifcFVuB1uPdyB3WWCI1ADvCS28y8r6TIqyMvcy/x0uBdA1zD8HLnFrrqny1XgpOg1Zjb+Fy+s6ZtuFG8b7X+gKRX6uM8tCeX4VIv6aJm6SKbj7NS/eee76KyFGhwkdAifKUrg8ay5bvYdh7vcVwDCF/5IcAgX9Hrpr90HGxMNg9eWgKIIkimWBEruXFXrYGj0G9aklyJywH1EL2gqasx+ci4h1TwrqzF3/w4cXs7WbVWZ+cwCANSTArY3hY/wXeO4VGvPvOqV3WyM86Hel4JS1a1jk393Dhw/jlVdeQd++fdG9e3e8+uqrsNlsaNq0KSZMmIAzZ87gww8/xM2bN/Hhhx/m6xwyGQOjMfQg6KUBg6Hod6fudegaFpx79RrOXL5dVBfSM6LhYOD0KsBYI4C8RH27p4BjiwFrpud8ybuAekEyXbpd3I6xrxI2M0NYfnxNyT3jKvoP0u+NPPMy5JmXRfXRicuAHq9I9MjFYYHh7CKgbn8gOtfS9eBvfLPq8haofD+70v8PrDEu2lOY8KcgdIMs57Z0p4rNgVtHJZu0FWoCDXoBv3AWvPptL0Pf7Sm/5xfN5+T3QJfnuBe+s+uA8o2AGB/PDbXYLd+YuAToIH6BDErVDsC1vYIqo/2KpLuXtt//QUshAXjuieehsaHXsR7o+DSwJzem/YCPoWw4GMYI7/vJz3PFWAt4K/d5dvx34NSfwKCvEKWP5eombgbSLsHQuKd4rJeuAn+9DBxbwg0VrSuTFii0trw/oWsYPpczuXjkLyuXAhcAw7nFQKeZfPvmc8KM4OXi8rGpJxGGCQAwbjXwyyAwbieMBhUwvz+g1AKPrwn9uXPXEw5JPeQzqLXSnkvFSYG+h8bQ1m33OiVyL4/4DhjxHaIAYNq/wNXdgFIH6OIQUacPcGk19/0c8h2QfQc6Q0VAqwSybiOy+YPFP19/1HsQaP0E8OswvyKauMpAck3gRhpQo2uZ+70sTuh3peCUlWtYpMrVLVu24IUXXkDLli3x8ccfAwDefvttvPTSS4iK4n4k69atC6VSiWeffRazZ89GXFz4mfrcbhYmk3S8nNKGXC6DwaCFyWSByxU4mzkhDV3DgnM/XsP09ODZYHUyA9QALHUfhjWAvLrbO9AcnQdZpSZwZtxCVttXwDSfgcilD3kUjEse4XdgJXFaYFjYHa7Yeh7LTLcTmn2fQrv/c66oMiBz6hnuBSGE+RcJ5brCGFzKL67DC2FqPlOyTS6XwfDv/4A9X8K9/UNkTjoKADCufUYgl37nDuAVpkGXcRtqifHMXd6Azec6RasiwdizAs7RXHsIdF7KVXvdIVCdXwkAyHZHwGFsLbgG/r5LeTKsXAXGZecKW/+DbE0V6Dc8BcbtgDOuIbJGbxH0i7h1BiJnrI2vwHbtCNwRFWDt+DJfLb99BG59ObARFUV/F1d0TZiGroDxC2HYC9uub6E6+wd8XzPTM0NPnHUvcy8/D1URtXn1aXq1QYBDH/6zpMoA7p8dgD23b0Qj7p/XWPx1dKjh6v4JlAm9wMpVcGYU3/rMYNAWmnUDrS3vL+ga5o80sx1f/X0BcngUlFaLFRavZ0OH6kZs9Yq5KvUbKjNdR+SS/rB0fh32Ro8K2lRn//C3DYR0fX3+t9Cy9RNobxwEAGQkXQIbEZq3ivb8TmgAOCu2RpZVCVhLaL0F+h4WBqXmGiqrArWresoZZqAvF44HmRYABu43tP54rq6k1vle5N1LdpkWqjq9A8pa05Ohyb3frMYGgnue4Cg138UyTGm4huGsLYtMubpo0SL897//Rf/+/fHBBx/wLv8KhYJXrOZRpw4X2+v27dv5Uq4CgNNZtr6wLpe7zM25tEHXsODcL9fwsZaVQ/qcbK7iwCXXBpR3Np4AW/OJMBr1yErP4WQVUUgbsxOx85pAlpvNPtAYyusHIDddh9x0Hdl3TsMVWx/xc6oKZFiFFk4XC4SW3qiIkCF5ehLAslBdWo+ov6aE1ZtVRUG9/S2YW0wFqy/H12tOLoJMpQH2fMmdxXzX7/UyflsX6cNWwVmBS5KoPrtCJJMxdAUcldoBPmNIKVYzBv4KVhWJ6D+HI6fjq7BV6wPdzrf4dlO39xCXq1y1xTaG2+mGpcGjfExVqXmqEz2hEyyNH4fu2I982dsNTJFyWtCfsWdDeXWb5OdWn+EseHOaTgKrMUKechqGZZxlQ9qo7QJZt7480kbtAJxupI4/hIhts7mkWgDUpxbDEdcYypSTvLy9Srf74t4Ph3vxeeisNQSqcgsAuRJORiu6P4qCvOvorJ5ruV+Gr2lZ+z7ci9/h4oauYXhMWnwUABADz2+tSxkpuIbPda+F7RdS4XKz+N9DDSSvb/yCdgAA/ZbnYK43EgAgTz2LmKWBFTxO1vMqq93jiQOv3f46TP2/D+kzaA7NAQAobh0sNX97+h4WHLqG4eOo2AbKWwdgazASKnChuVSXOYOAjCG/QXfwK7iia0B78hf+vgEAF6Omax0A+i4WnLJyDYtEubp48WK88847GDt2LP7v//4PjJdbxtixY5GQkID33vP8AJ44cQJKpRLVq1cviukQBHGf0aySAcdumvBy79owaJToXTe0TZu8pAasMv+uLRlDVyBmSU8uML3b5TcTe/Rqj2VGzNLeSH1cKlFVSSpVfWAY2GuF7rLkjK0PRepZKFJPQ5F6GnLTVZgGcDFCGWsGIne8LOojy7kNViGdzde4YjCn5PV3vuiaIc/NFV0LbkMCUqZe4AP5p47dC/WlDXDGNgSrikTy1MtgXDY+sZmjUjtPwiqnlQ/An4dhk8eFP1hsV3nqGShSz8FetRvi5jUJKAsAiuSTcFTpwicNA4CYxd09AjG1kDl2J6/EcuvLw/TQzzAu7cNnkc9TrFqaPA63rhyfpIu4x5HJkTF8DXdcBl3zCYIovWRaHLiUyll3l2fS+Hrt/s9gbjiGL5eLVOPfZ6UT7PmFZYMqVgEAMukkPOqL67hwPPTcI4iQyRi8FLLsW5DFcmtqd6QnhrqjckdkVu6I6D/EydJsdQYX2xwJojRT6JFhL1++jP/973/o06cPpkyZgpSUFCQnJyM5ORlZWVno168fVq1ahSVLluD69etYv349PvzwQ0ycOBERESUf44YgiLLPsZsmAEBFgwZ96sULNngCwTi5bPKsUlrBFwquqGpgGRkYpwWynDuSMlErR4rqVJc3ierkZv+Jm0qKtMe2Iaft88huL1aO5pExeBms9YYL6tSXN/IuxcobeyT7xf7UGoYNT0q2sUyukpr17FqaW87wtKukfz/sVbuJ6lhVrvLcK9mD21AFluaT4ajSmauQKwVj2moO4I9ltgzJc/GytR4I2B6ztA8Mm2eIFKvJT12FuckEkbz6whrEz0mA/uDn0gOO/UOy2lFenJDIGdcE5tazwKr9xK8j7j2Y/CfXIwiC8MehJE+c+RayC/yxLOcO4uckIHLT9HyNGz8nAboDnwWVS5l0JuCzTSoOfCAsDR4NLkQQ9zJyNdxR1fkiIxGv31ZdvOnhiq1XlLMiiDJDoVuubty4EQ6HA5s3b8bmzZsFbUOHDsX7778PhmGwcOFC/O9//0N8fDzGjx+PyZMnF/ZUCIK4D0kz2/ljrTK8ZD2Mg7PAKIhyFXI1WIUOjCMbcNlEzbqDX0AloVyM/Oc1UR2rKH3Bu10xdWCOeZZzZ08+AVvN/tAd/BKK9EQAgLnFVDgSOsGtEUdqjV4zGhnDVvpPLAUIro0zph4UaecAAAzrgjzjksCq2NJ0ApQ3/4W9cgfAz7XK6v4hIv55HeorHuU1qzKE96EBQOU5rzzlDKJWj+YsbdVRcBrr8G2ZD8yD21AVKeMPQ3d8PnSHvw5peEe5ZoBMjpyu70B7Zimv6AcA7enFfvs54xtBYawuGavL3GoGtKd/FdS5tTEhzYcgCIIgAvH7kRv8sRUqUbsmcRWy+s4R1SuTdiNq7ThkDFsFZ3xjybH1Bz4NeO6UJ46BVXGJsdyaGMisaSIZJjdEU6hYWkwNS54g7nVYjXgj3lbrQUTs9XggO+KDe2ARxP1CoStXp06diqlTA/84jR49GqNHjy7sUxMEQWDMwsP8cYPyoVvDa4/Ng/I2F5i9IGEBAAByFeCAJ6mRF/p9HwXsaq/cAZYm4xGx803Jl5LSAquK4OOZuSMqIfrPYXBrjMjp8H98nS/K2wfBWNMRufONoOPntHsR5tazoLy2A9FruN+LmF+7CmTc+vLIGLYy4DjuyMowPTgf8XMSAOTuuPsJ1RAqkdtehDxPQWzLhNx0zXM+XTwAgNWXg9vL8jVzwALod78NhR9LGu9QAt6K1WDYmj/p94fcbagiqrNX6ykhSRAEQRD5p5rezSW988Vh5rKlexG96hEAgPG3/kiecoHf2A6Etd5wZHX7HyBTcGssL1If34+I3W9De/IXQT1jzw46LmMz8ccF2lgniHsQa5uZYFLOwVb3Yb7OHVUd1jqDoUlcBQCwV+1eQrMjiNJHoYcFIAiCKEmSsz2re7Ui9EdcxK43+eOCukyzuQt/xi12pwmGo1IH2Gs9iLTxB7kETWUAR6V2SJ6ehNSJJ3gXPVahlpQNJcYoAFhrDwLgUVYWFGdsQwCApekTBR7Lbajqt80Z14A/dsV6ju01+ojitApg8xdf160NHE84Y6DQchWyIstjSRAEQdxHdK4Zyx+Pby69bsrzavFH/Pe1YVz+kN92lpEhddw+ZPX8mFPSysUWslBokN3tf6Jq5S2pWPZC8mLtA8HjpRPE/QarjoLpoV9gqztEUO9t/GFpOrGYZ0UQpRdSrhIEcc/wd2KKoBxqrFVfnHGNCjaRvMW/V1gAxe1D0B34nC+7IjmrQmst4UuFK8q/4q5MIZdWrnrDBpBhc5Wqbl05yXaXhGVsINKHr0LaqO1wVOkaXNgP1vpcrNyAL2xe4Qns1Xoiq/v7SM9NKJSXXEoaTyzZ5KkXg84l88GfkdN6FpzVewSUc1TthqzuHwAAUsfsDjouQRAEQYTCrkupAIDBjStAbpJOOKm88a+wnCT+HfL2/vDFZajKJdUJYWMws/8PgniQ+oNfBO2Tt05zK/WCOOwEQQQmeXoSkqcngdWFljSYIO4HyISFIIhSy+qTt2HUKtGlVmxwYQAvrT7NH389LH8xgDIf/LnA1n1sXn+3CwCguHUARp/smmmPbYXMmgF3REVgI6C5uJbroq9YoHOXGkJ4ScmYfBLGPW/AkXodyqRdAICcti/AGVOHTybFSsRuBYDMgSEkAT4AAQAASURBVIvCm49CC5exdnh9fJCKI+uNM6qGsIJhYG00RlrYB0el9p6Cj9I5q/v7cMY3QfSKIWDcDrCMHPbqvWCv3guKEK6ztdFoWBtRKB6CIAiicLiaZsbB61xCq+O3TJDHSsdS1x6fB3uVLnDFcd4jukNfhXUeS8vQk2LZaw2AvdYAPgxQKDDO3E3wEDaECYIgCCIQtEVHEESpJCnDgnc2nsdzK0/hYoo4WU8w2lUPrAjzRp5xiT8uDFd8Re54eaEGNGeWioWUOrgjKwEMI3Bnc5ZrVuDzlwVSJhzlkkQN/Q45D/4AZ3QtmFtMhbnNM7DXetAjKJNLWri6YuoW32TzzhlZOWC7vUbf/I1rqCoKV5DZ7zu4lXqkPbIJ1kZj4CzXDBlDl8MR1wiZg/wnuCIIgiCIoubzHZ51k83hApziBJ4AIM++iZhlfcFYuIRTwTY5MwcsQOqYXXBruU31PI+RcMhp+zzXt5b/cAN5MHYu5mpeciyCIAiCyC+kXC0lWB0uTF56FD/suVLSUyGIUoHJ6uSPZ3tZpBY6TqsgURKrCj0JVjCUyScAANozywT1loajBGVWG8O510y7XqjnL03ktJvtOW41U+BGxGqikT56B3I6vibZN3X8IaSO3QNT32+KfJ6BCJZ0w9zmmYDtqaN3CsoZQ36DucVUpI3aLoojZ6/9EFInn+OtfQDAWaEVMh7ZCEdCp7DmTRAEQRCFSabFs0aLi1CDcQmVqy59eUE5ZkluMkUXF4s+p/Us0ZiO8i1gr9EH7qjqSH38AJKnXspXAkq3JgYAwCB4LHPDpmkAADafYaQIgiAIIg9SrpYStpxPxpEbJvy49xqyvJRKBHG/4r3OvZbuyZ5udbjw4qpTWHxIHN+rmpGLd/nx4NBjpmrOLs//JPOJIu2cdMM9trg39fqcPza3nskfh5tZlNVEw22oClutB2Fp8CgfQ7S48U58AQDpw1YhdfxBZHV9F5kP/hTU8sUdXQOZ/X+AWxmB7E5vwFG5I6dQlkrQQRAEQRCllEyrJ2FnrF7lca/PxdzmOUFZZuFi4ucpYVmlTjSmpdkkT0Guyv9vY65C1vc3m4d1I+bntoifkwB59i0AgCLzSv7ORRAEQRC5UMzVUoLd6UlmMn7xEax4ok0JzoYgSh6HS9riYP3pO9h+IRXbL6RiVCtPXC2WZZFh4Rb75SJDX5DLrGkFm2g+yO78VrGfsySw1R8Ok0wOt5ZLTpU6eicUGZfgrNQ2fwPK5Mju+XEhzjA8nBU9z+W0R7fAFVsfAGBtMj7kMey1BiC11oDCnhpBEARBFBt6lceidFjTisBuoXLVWncoIre/JOzkskNzzrOhnTF0BdTn/oD29K8AAJt3SKCCwHCvt6pr2yFPOS3wAAEA1dW/Ic++WTjnIgiCIIhcSLlaSlDIPEbE3lZ6r6w5gy3nk/HPzE7QKsN3jSGIskqmxSEoWx0uaJRy3MmSjuvV7avdsDi4TQpdiPeK6sJa6Pd9yJdZWdFYEFprD4Tmwhq+7CzfokjOUxqx1fUk8nJH14A9ukYA6dKNvWoPZA5YAGdsA7gNoSfMIAiCIIh7iRgdt15qXtmAdlUNUKy7yDWoImFpMQmQsEzVHfyCP2bV0XBUagdHpXbI7lG43iiMI5s/1h6fh+yen3ga7TmIWjde1CfjoYWFOgeCIAji/oOUqyXMgn3XsOtSGkxWoSIpJduGWL0KW84nAwBG/XIIv41vDaWcIjkQ9wcZPsrVLl/uhkYhg9XLyptlWTAMg1O3TLxiFQBUiuD3iTzjEqI2ThXUFVa8U0vDx6A9vYQvMy57oYxLlDAMA3uNPiU9C4IgCIIoUa6mczHIX6tyCnHfP+xpeOkKrCYb4HQjp/UsaI8vgCw3aZQ39uq9imxuijtH+WNWIVTyxiwVnzd9xLr7JpkoQRAEUXSQpq6E+WbXFRy/acKVNIug/oHv9yHH7uLLSRnWok3qQxCljHSzQ1TnrVgFwN8j+69lCOrLRYizywtw2QRJrPIorMV+TtsX+WPGkgbG6bm/HbSAJwiCIAiiDJOUYUUdJgmtj74Exu21gSz32O2Y272I1Emn4VZHAQAUKZ73GF+lZ2Fiae6J3ZqXPFOeegYRO16FPEsYrz9t9D+kWCUIgiAKBVKulmKO3xTu9O66VPyxIQmipEg1B7f2vJDMJStQeVl0fzSoIeSywImhFHePi+qyO7+F7C7vhDlLfyfQ8Idx85tCZuYs0M3NnkTGkN8L5xwEQRAEQRDFzGfbuRAA1ZnbIcnbag8CAKivbObrgiWALAjOcs1gyY2FLjNdAwAYlw+E9uQvArmUJ47DFV2zyOZBEARB3F9QWIASxOFyB2yf9cdJUZ3TzUIRRHFEEPcCaRKWq74kZVpgdbrw+Y5LfF33OnFB+xn/GCooJ09P8iOZP1gv5SoAyMxcllxbveGSccgIgiAIgiDKAosP3QAA9JYdFtRnTD2DaAl5ZdIucSVTtO8y9oQu0J74Ccq7x6BOXA3GaRW0Z3V5B6w2pkjnQBAEQdxfkOVqCWL2cvvPo3XV6IB9sq3OIpoNQZQuUnM4y9Un21cVZKX15j9/nccLq8ILlyFPSxSUzU0m5G+CgZAphUULZ7nq1sYW/rkIgiAIgiCKgUupOfyxivFsgrt05cDmuv/7osi8LCgXybrLB2dcQwCAPP0CDJumidqtjccW+RwIgiCI+wtSrpYgWTaPolTOALN71cbz3WsF7LP82M2inhZBlAqyc++PRhUjsf3pTtj/XBd0rx2Lie2rCuRszsAW4L7o974nKOd0+U/BJiqFH4sMN1lJEARBEOHiskGWeaWkZ0EQeOSnQ/xx7QZt+OO08Qf99rFV7yso53QtpBBMAXBrOS8mxu3HKEVGzpsEQRBE4ULK1RIgNduGF1eewtB5B/i6f2Z2xojmlaCTsNDb8XQn/vj7PVfhcrPFMk+CKEmsDk5pqlVy9wTDMPhocCNM7VQd/pzJ/vNAPb/jKZJPQp56Fuorm4QNTNE8BpMnnRNXyoMk2iIIgiAIL2RZNxD/XS3ELuqMqJUjS3o6xH1Mlo/3XJPznwMALA0fC7iWyur+flFOSxqltvjPSRAEQdzXkHK1BJi59Ai2nEsW1KkU3J+iUpQG49tWEbT5Klzn/Xu1aCdIEKUAq5MLm6FRiB9TverGS/apapRYTNtzELH1eRh/64+Ypb0FTc7YhgWfqD9Uerh05fmio0LrojsXQRAEcU8SuX02f6y6sacEZ0Lcj2R7ednN2XVZUkZ1bXvAMVh9OWR3fA2OuEZIefJUYU4vbFwRlWHq83WJzoEgCIK4NyHlagmw+0JqwPbpXWpg0diWAIBhzSoCACLUHgXrj3uvFd3kCKIUYHO6cctkAwColWJr7qmdqkn2S4gSKleVN/chetVIaM8uE8m6DFWRMWhxIczWP3LzHf6YVZAVBUEQBBEGLgdU13aU9CyI+5SxCw+jx9d78PtRLiRZXix8ABje1LN5zCr1QceytJiKjEc2+o3LWhxkdXsfaY/vg63ukBKbA0EQBHHvQgFnSgCNUsa7PMcjHUYmG2BZaE7/CmdMPTgrtkG9chHYNqMjn8hnybhWGPjjfgBApFqBTIsDUVql33MQRFmlzSf/CMoREqEyYnQqyb7ROs89obh9CNF/DvN7nqzuH4LVxeVzlvlARntZBEEQROjEf1ejpKdA3MecvZsNAPhw6wVkmB3Y7mUcMob5iz/Oi29a2rDWHwnN2d/4sitKemOeIAiCIAoDetsvBpwuN+bvTsSQH/dh35V09GlYgW87oJmOTeqXoDm1EJHbX4bxj6EAy8VUjVArwOQmxon2UqRm2Zzo/c1eir1K3BfER4jjlOrVYoXrhqntBWXt8fkBx3XryxVsYmHC0uOWIAiCCBFZlp8EpqwbcJihTlwNOMzFOynivuWHvcKQZM3PfcQfsxpjcU8nJCyNRgvKsmxKCkwQBEEUHfS2XwwcPLwXTx/pj1csH2HqsmNYc4z7cdcqPZc/cser/LHukDgWkEbCNfpmprUIZksQJYdTYsNALhOnr5Ix4ro4vdCaVXX9H5GMN26ddNzWwiRlwhH+WJl8ssjPRxAEQdwbqK5LhwNwu+yI/6EuDJumQf9H8ARXJ2+ZcOp2VmFPj7jHcLlZuNnQjDbeHVBfUHaUa1YUUyowzjhhXH1XXKMSmglBEARxP0DK1WJAdXEDdIwND8n/hQxuvr5TNYOkvH7fB2Ds3EI48q+piJ+TADitqFcuQiC39XyyVHeCKLNY7K6QZT8bGniR7IypG7CdVUeHfK78wnorcF22Ij8fQRAEcW/gZD1L9LH2lz31dk/cS13KUf74epoZs5afwKHrGXydxeHChMVHMf7XI7A7PetPgvDG4XKj4+c70e7TnWBzFayBFK2tqkbDGVWdL1uaTyrqKeYPhRapjx+AufkUmPp+C2d845KeEUEQBHEPQ8rVIkZ1aQP6pf7Elx+U/csfx6ucEj04DH9NgeLWQWguruVkv6+Nl1sJQ+SeT87BzUwrrI7QFVIEUZrJsfu/J3ypEavjj2f3qi1sZFmobu4TVGV3fA2pY/cip9VMmHp+AkhYvxYljNtRrOcjCIIgyi7G7c8DAHa6GmO326MUKr+wtUDu2h1uo/2VP07gn4upmPrbcfx5/BbafPIPtl9I4eXMYWxeEvcXZ+5kI89xaN1pLhHn3SzpDeG5jzZDnF4Fec5dAEDqmF2AXBy+qbTgjqiInE6vw1ZnYElPhSAIgrjHIeVqUcKyiNog3M39SsW5/LdizuG9S4P8dlVd/wfRfz4sqOuxbYCgvPlcMgbP3Y++3+7FbZMVt0xWvLDyFL7ccQkOF1koEGUPs9dGgZwBpnWu7le2cpQWUzpWw+hWCRjWrKKgLWrtWJG8pfE4uA1VYG4/G7YGjxTanEOFZcShPQiCIAgiEF3kJ9GueixfVjiFcVZty7i4khkWj0Xr/zYnAgDeWH+Or7tpolBS+cVsd+HRnw9i0cGkkp5KofN/a89g4pKjfHnFsVsAgI/+vigp36xyFFSXN4HJ+x4qNEU9RYIgCIIoEyiCixD5hXVYJOunyVditvI3yTZvGFasIJXDBReEShqLw42BP+6HXiVHTq5lwsKDSdj/XBc+IRZBlAXyLGsqGtT4bXxryVjD3jzZQTrzq+radnGlQlvQ6RUMuTK4DEEQBEF48ZljGD4d2hj4Vrq9o/w07rrcOHnDFHCcG5lWNKwQWQQzvLdwut0Y9cshJCbnYFKHqpjUoRq+2XUZF1PM+GLHJQxtWgF61b3x+sSyLDadE4YYO3mLC0v2z8VUkfzqJ1tDmbQbUeuf8IxRiq1WCYIgCKI4IcvVQkKWeQWqC2sBrxhF1pwMSdlAilV7pXYBzzNnYFXU94m9mkeOj8vX4aRM/vhyqhlTlh3DjUxphS9BlAZybNx3WKeSB1Wshk0JbzSwMlKuEgRBEKGRxnJrvW3yjlBIJHb05r/rTgQd79W1Z0JOWHQ/c+Z2NhKTcwAAP+69hjc3nBOsrw9dz/TXtczh+96QR5tPpBKCsqizbzaiVwk9f1iyXCUIgiAIAKRcLTSi/3gYURunIv6bKpCZOLchf8pVKVKePIW0kRuR0+nNgHJdMlfjvw81CGlMq1fygpE/HcThpEwMmXsg5DkRRHHz79V0AECsTpX/QUrZy6MrggtZYK/eq4RnQhAEQZQFGGs6YphsAMBTXbiY4k/ZZ/mV333mSkjjbktMCS50n+Mbm3bDmbtYe+oOX/ZNDOZmWWw+l4yjSWVP6ZpmDhwLfrh8B65oRuHx2nZc0YyGNnGloD2n3eyS9woiCIIgiFICKVcLCbn5Ln9s2DQNAOAwh7bQyu7wKlh1FFzxjcAq9QFl9fs/QVVjaAuZLGvoyYEIoqS5m2Xj45mdu5ud73EYi/jl0a2UtvYuDjKG/onsTm8E3TghCIIgCACIm9eEP64Uw/1+vfDUM/ii5jxJ+UjGLFnvy8trzhR8cvc48/+9GrDd4fYoV4/dyES7T3fi1bVnMGnZMbClbHM3GKdvZwVs/1j5PQDgP0njJdstjccV9pQIgiAIosxCytXCwGcxpbxzGHC7EH10DgDAycpwZHSiZNfs9i/D0nyKZyiVWLma1fVdQTli+yvQQDqLpzdbziXD5nTD6RbO72JKTtC+BFGc2J1uPPjDPr6cXYCsxjGLe3jG6fAKACBt/MH8T66AuA0JsDSfDFZVcgpegiAIooxgF67R5HIuvqdBo0TNOk0EbclsFADOwrA80hABj5K1YYVIDGhYTjR8ao5dVEd42H81I2C70+VZUz+59JigzZ+bvS8sy2L1yds4cyewcrOoeX39Wf54fPwFNGSuhNWf1UQX7oQIgiAIogxTIspVt9uNL7/8El26dEHz5s0xadIkXL9+vSSmki/YrNsw/zEZjqt7AADx31QRyagvrkfl5O0AAAXjRkK0Fs5YoTs/y8hgaTUDkHliS7r1FZDV4yOBnLXJeJhbzuDL2lMLsTX+C77cpmq05Dx3XExF5y92ocNnOwX1j/58CNsSU7D5XDIcLnHSLIIobBwuNz7ZdhFf7LiEHLvQonrBvmvo9MUuQd03I4QvkOEgs2Xwx5aW05E8PYkUmwRBEESZwH52vaAsU+n446hIYUKqeIbzkJquWI19mhk4qXkS3w+qiifbV8VnQxthdq/amNm1hqDP+1ukN/sJD5EwQw1pJfSGM3cl6wEgwxLYzT6Pv87exTsbz2PcoiP5ml9h8qR8HTaqZuOtrDewXv1qSMYbBEEQBEGIKRHl6jfffIPFixfjnXfewdKlS+F2u/Hkk0/Cbi8bu+kZf3+EarfWo9LakVBd2SotdH23qMrU63PhOEP/kOxqbfgY3JoYQZ2v603lrKMAWNQvF4FZXWsK2rTK4H/W2atP49W1ZzBs/gG43GXLjYkoe3T8fBeWHr6BRQeT8NRvxwVt3+y6Iij3qRePlgnRxTc5giAIgihpWBaKrS+j8s5n+aoMVi9YDzYoHynVU0CfHQ9iSqfqiNGpoFcpMLZNFWx6qj3fvv1CKpxhbKynZNvw7qbzOHcn/+F6yhJaWHFC8yTOacZLth+4loETN00wWcWK1NUnb4d0jjfWn+OPv999JT/T9Iv6/Epoj3wH7bG5ABv47xyjVeA15a+oJ0vi685qJuDRhnrsmN4+QE8g7ZFNhTJfgiAIgrhXKHblqt1ux/z58zFz5kx0794d9evXx2effYbbt29j06ay8UOtub2fP45a97ikjOHMIphYLjbqBlcbrlLuSdKT0/MDOCu29nsOV7RQYerOTYrjzZax1THvseaoV15olfdQowqBP4AXt0w2HLtZ9oLwE6WfK6lm/Hn8lkh5fybIC1r5SHX+T+ryvOykD1+b/3EIgiAIohi5c2orjGcXCepa2L5HuQhhgsckNg4A8JpjAqx1BovGkdkyIU89J6gz6lRoX93Il/deSQ95Xq+vP4tVJ25jzKLDIfcpy/QwpvLHQ2ScV02tOB0ebFSer39iyVH0mrNX1HfBvvC98Ob+e63QjBzkKadh2DwDEXveRcSut2Df/6NIhmVZpObYcTElB9Eyi+Q4718ajIp/jRXVZ3V7H8lTLyJl4km44hoWypwJgiAI4l5BUdwnPHv2LHJyctChQwe+zmAwoGHDhjhw4AAeeuihsMd0u93IyZGOIyqXy6HRaPiyPzkAkMlk0Gq1QWVvuOMQ77gErZLh68wOFgsdvTBG4bFkPeCqivbys9ilbIfWAFwxdWBrMg4uVQTSaz4Mp8T4DMNAp9PBXq0nlLcPIgc6zzzqjoPu5M+8rNqZDZWC04/XjtPj/K00DGtaAcMaGbFs/yXx51N5rgPrtIPNDcp//kYq6hmVAlm93hP71Wq1wuXyH0dKp9OBYbhrYbPZ4HT6T6QVjqxWq4VMxn0+u90Oh4NTnCkUMqhU3N/HmZu11Z+sFBqNBnK5PGxZh8MR0LparVZDoVCELet0OmGz+XfDUqlUUCqVYcu6XC5YrVZJOYVCBr3e8zcPJAsASqUSKhX3gud2u2GxCBfky47cwG9HbuDtAQ1wPsWCL3ZxLxgs68bfp5PgtgvHzvtO510DTpYF67BhcP1oyXtPoVBArVbzsmazOIGHzHwHOXYWMpkcznJNReeToqDPCO/vYSBZs9nsN9lF3n2fH1mLxQK32791ive9HI5ssPu+MJ4RUvdyYTwjCipblp4RCoUMEV7Kl8J6RgDC+76gz4j8yoZy3+dHVuq+93cvF8U6Qkq2rD8jfO/nklhHREdrIZcXjt1Aca8t04+thcXB8mvLL3QzsW18G9H3+FDHn7Hw+G4MG/AIsmJ00CSuAsCtQ/O+EupfenJjDl0BZ3wTMAyD53vUwogFXPzxy3cz0LKCBhaHCwoZA6XPNfP+2+2/dJfPLfD36SS0q2b0K1scvxsFlQ22tjTZ3Mixc5/3U+UcdKseh+Z9nsDSNaugtSuQA+mksoxCiZpxkaJxpRjapBz+PMGFF2BdTtxNz4RBo5SUDed3w3D7BH/sdLO4fmgtKjQew9ftuJiK19dxcVYZuQKdlWcBFSdr871kl3ch7xOo5IBSzsBRuT1cUMDqUgKS67TCXVvmV7Y4fzcKQ5bWlvmTpbUlB60tw5ctzmeE73cxkKw/aG1ZhtaWbDGzceNGtm7duqzFYhHUz5w5k508eXK+xrx48SILQPJfnz792LS0bP6fTqfzK9upU2eBbGxsrF/Z1pVkLPumgf9XLYrxK1s9oSI/ZmammW3YsKFf2SpVqnKyd1PZ7O1z2BZNG/mVjTNo+XETr6ex9Zu38yvLKNVstZfW8v+0NVv7lQUguA6DBg0JKHv9+h1e9rHHRgeUPX/+Mi87ceKkgLJHj57iZWfMmBVQdvfu/bzs7NmvBJTdsmUHL/vWW+8GlF29ej0v++GHnwSUXbp0OS/79dffBZSdP/8XXnb+/F8Cyn799Xe87NKlywPKfvjhJ7zs6tXrg8h+yGZmmtm0tGx2y5YdAWVnz36FH3f37v0BZQ1tH+a/Z5WnzgsoO2HCk7xsz7dXBpR97LHR/ByuX78TUHZYkwjBdziQbH6fEZmZZjYuLs6vbIsWLQXjVqlS1a9svXr1BbL16tX3K8s/I3L/tWjR0q9sbGysQLZTp85+ZXU6nUC2T59+Aa8bPSO4f6XhGbFgwQL+Xi7MZ8Rbb73LyxbmM2LGjFm87NGjpwLKTpw4iZc9f/5yQNlwnhGDBg0R3MuBZItqHUHPCM+/wnpGXLx4sTCWqqVibfnvrp0hfSfy5BvGy4J+J5759RBb7aW1bEId/2tL7+/E6SsprLpK4zL9nfD9F87vxsmn9Cz7poHN2vML+2Y3VUDZCuM+Zau9tDak340xb/3Ir31i+kwNKBvO78bXL4zivw+/DdcGlI0d8Awvu/axwLJfP6Bh2TcNbNqduyW2tixtvxu0trx3fjd8/9HakvtHa0vuX2l7RtDasnSvLYvdcjVvFyFvZyEPtVqNzMzCd09XKuUwGvXBBQEoFELZPO11KDigACC9AyWTMSHPwSOrB7pNg1y1wL8w4xnXaNSjfJQGZ/1Lh4X3fFWqwF8To1HP7yIEk42O1vNjq9XSu/R5REXpeFmNnx19KVmtVhVQ1mDQ8rI6XWDZyEhv2cDu6hERGl5Wrw9dNiJCE1BWr1eHLKvTeWQjI6WtK7wxGLSC//2h1ar4caOidAFlw0Gm9CRzWzipPSq/4V9WpVLwc1AF/rOBcVlDvucK8owIhFwuE8jKZP6fJ76ygXbHfJ8ngWQZRiirUMj9ygLC+16pDF2WnhEl+4zIm3MosuE8I3Q6z31fmM8IjUbJy2ZmBpZVqz2yTqd/awEgvGeEt2wwimodQc8IoWxRPCOKiuJYWxqr1g3pO2Hr/wnUfz0fcCyZ+S6M0ToYI7nnAwv/43p/J1p8sD34PMvYdyKc3408IjbOCC6Ui9GohyvA3w0AFEoF4N+oSnjuMH43yl35E2hURPdEv/dgLBdfYmvL++l3IxD0uyGULelnBK0twc+R1pa0tvSe3738jAgEw7J+bH+LiI0bN2LmzJk4duyYwBR61qxZsNvt+Pbbb8Me0+l04vbtNMm2ojK53vf1KAzTHODLbXI+xzcTemLS3K3YrXlGILu/xQdo3ntc7nxkUChYZGaa4ZJIKBDM5Fp1aim0/34EmS0TltbTIe/+f0DuDRbI5HrT2buoXzkOo34+BACCsAAAUC1GgyXj2/Dl0uy6JZfLYDBoYTJZ+Gt4r7plAEUTFkAulyE21gCr1QWXyx2WW4bF7sCcbecwsHF5VDBocCQpE7OWn+RlGbkcjJybA8u6wTo81yHBqEFSuhX/G9gA3evEYcnhW5izJwkahQx7nutSYLeMqHmtuHhzMsDy/C2+vihct+RyGeRyt+B76E8WKPtuGQWR9XffS93L5Lollg1038vlMsTFRcFiccLlcpPrVj5ct4Ldy+S6JS3re9/73s8lsY6oUCE26CI+VIp7bck6zLj2w8PopL6Iec4H0P7JOYhWuoP+nWXpFxH1SxdBWACxLGCfcQY9fjyFdLMDbocN3sIrnmyNil4vuXl/uxYfbBfJerPnuS73TFgAuVwGqBQwfFLVI6sEZLnj2l0sHC6gi/VTpMATGmFa1+qIVCnw4farYGRyzB3VHBMXHgDjdqFtNSNy7E5890gzwctwpy//BSPjvqesy4lxrStgSqcakvMN9rth/Ka2R1YBKHJfpJ1uFvuY5qg2aTnfPvzTP7FV8yIAYD06YoRqLy+bE9cKlrazELlamEAXAHKeuVbka8uy9rsB0NoyP7K0tqS15f2ytgQAq9Ui+i76k6W1JUdZX1sWu+VqxYpcYqa7d++ialXPAubu3buoV69evsZkGBnUav87H94xLgLJhSO7uvJzUN/9HGtdHZAR0wJ/TO7OLcBUOuhVwh0ClUorGNdg0MNmYyVj6fjOQan02YFqOQEydzb0+z6A/vg3wPFvuD7GOnAOXwuopXdABjarJigzCpXAbuF6tvDzes9BoVBBEeCb4nLlWU0DcrkScrl/bX84sm43+BtRJlNArVbkzkcGvV4Pu90zT3+yUrCsp184sgwjD/n7E44sEPj7m39Zxq8sF79E5RUDxr+s77hz917Hr0dT8OvRFL7NO55vHm8PqIc31p8Dk9v2et+6WHf6Dm7mADKlBmk2BnP2cBlq5TIGLhcrmoPizlGwqgi4jLV9Ppv0/ams0xua838gp/WsIrnvfWUNBuH3MJCsSuIaFYas6BlRSLLB7vvCeEZI3cuF8YwoqGxZekYoFDIolUpkZ9tz5QvnGVEw2aK750rDvVxUcyjrzwjf+7kk1hHheBwFo9jXlmot/s/4Ma6kcS+E+3XKoJ/H6XRDxnKfX6cMLGs13UGWlXtZkPn8nX85lIxacXr0qhuHCgaNYL6+soIx3QqoHC4sOpiERhUj0TIhush/NwoqG2htmepwo6JK+jqq5AxUcmB5by1yqnXFwB+55LZJWSxGtyoPRsatZ55cfJTbYJYrsf8m97d8d+tVvPtgAwDcy3meYhXgYp8uPJKCmT39J4gK9Lvh+86Rh0LGwCiz4HYOi9fXn8Xw5pXwr2E2kLv6HwFPQi535fZw9P8Ocl08zM/egPbQ14j4930AgD2hMxhGXuRrS6B0/BaUBllaW4YmS2tLD7S2LJ2yGo1W9F0s7jmU9WdEWVtbFk7U/zCoX78+IiIisG/fPr7OZDLh9OnTaNOmTYCepYuY2PKY4ZiFv9xt8dXjvaBRyqFSyPDZsGYiWUZWuJdZnnlJVKdIT4T66lYw1nQor+0AWP+7A/64mhbYLJ4gAGD/1fSQ5PrXL8cffzmsMQY1qQB5rkWF3enGR1sv8O05dvGuE2NOhnH5Q4hZ3B2ynDshnZNxci8ybn35IJIEQRAEUbpYPK4VHmpUHl883Dj0xbxc+GZh6v0lcto8KxbLuICnu0pbR645dQef77iE6cs9CZHsXi8wHWsYpbrh5K0sbDmfgi//uYwpy477tXgpK2RZndjr8q/kBIA4DVA+kntRLI80vBq1GQlpu1EJKX77bDybjOvp3PrkYmrxrbVj3Gn4av1u3LpzC+9sPO9XzjRgLlhdPF+2tJqB1HH7YOr9OTIHLSmOqRIEQRBEmafYlasqlQpjxozBxx9/jK1bt+Ls2bN49tlnUaFCBfTt27e4p5Nvpneugb714vHlsMaC+hq5mUK9kWclFeq53coIyXrGlomYhZ0QvWY0IjfPlJRZM6ktxrWpgnWT22H9lHaCttUnbxfqPIl7k5O3soLKPNu9JhiGwZpJbbF8Qmt0qB4DwOOu9tZf57DzkrS7ZR7e903k38+FNDcmN24OqwgeE4wgCIIgShNKuQxv9q+HjjViQu7DyoSWGLZ6D8PcVhyDNWrDJFy5E3hz9Fq6BSzLws2y6PTFLr7+kyGNJeUvpeZge6JHqZhu8e/mWhbItjnhzrXsNDeZIC3kdoBhGBx4viv2aWag0uH3UWXLE9ijkV535/HEkqMAgMd+PgQ5XPhO+Rl+7ZzBt6fk+HfllYJlWSzetE2y7QHbewCACkjBz5kTcFQzBc8qlkvKAgCrjhLVuSMrw1ZvOB96jCAIgiCIwBS7chUAZs6cieHDh+O1117DY489Brlcjnnz5vGxOsoCUVol/vtQA15plIdcwuw5Q5NQqOc2t5ZewEXueAUyuwkAoElcCXnyKb5NlnkVhnVPoJIsDU93rYFykWrER6jxUCOPhd8vB5LgdLnxza7LOHQ9g6+/kmbGyAUHsfYUKV/vd26Z/MfFyaNmrA6jWnHf+QoGDarFeOKzWB3+46KIYDxuc6prOyAzJUF5dVtAq2zGmgFA+kWBIAiCIO45vKxF80LoAED6yL9Eog9nzg863Md/X0SGj5JU4Schxpf/XEam1SO76EDhGhMUNxlmB/QMt85xVOkKa+1BAABXRCVeRnmby10gFYdWDf8K0gyLA/P/vQYAWKV6Hf3lB9Dp4DQ8Id8AALiZGXx95c3Jy9cwK3GsZNvsAa1FdbMUf/gfjCmR10GCIAiCuKcokV9TuVyOF198EXv37sWRI0fwww8/ICGhcBWQJYVapcaH5T7ky0tjn0bTDoMK9RzerjuBUCYf549jF3WC+somxP7cViAzrXN1QXnlidtYsO86pv7m6TtiwUFcTjPjP3/5dyki7g9meLkM+qN3Xf/fzyM3TJL1I5pXEleyQkVs1NqxiF47FqpLG6A5uQjy1DOCdnlaIpR3jwEA3BppF0aCIAiCuJdgNUawSm4T0zTmb77eGd8YlgaPCGS7pP2OvJhi/vjt6E2cuZMtqv9lTAtJ+X1XM/jjxOQcLNh3DcPnH0BqmJaYpYE7Jiuayy4CAFilDlm9P0P6yA1IG/cvL6M9+Qs0p5dCnp4o6m+AJ8mIlEL6291XAACNZVf4ujeUC6GBDROXHMWlVP9JSnw5sGcTf3zRXVHQllAxcGgkW41+/HF257dCPidBEARBEP6hrcpChmEYTBgxCqnjDyFlwlH0evSlQstc640ztgF/zCqkgw+zSunkVt7ER6gFC+Y1p4SxLTPMQuuFc3c9C243y2L3pbQyuYAm8se1dHHmxU+GNMJ0LyX9gEblRDKB+OOJNnihZy1RPWMXvtwpcl9kov6agsgdLyNmaR9Be8ySHvwxqzKENQeCIAiCKJPI5MiYchp4PQWQCeOvZvf4CDmtnxHUGeEJ7fNy79qQYvPZu6K6BuUjsW1GR+yc2Qm146TXl22qRuObXVdwNd2Cn/dfD/ODlCzLj97E++s8G8gySyogV8MZ30Rk2Rm57QXELOkpGqMqw123/c91gdMdevzZOIbbeH5/ywVxo9Mq6bHTLf03/riW7BbsLPeuscDZDxGRgTeYza1n8ceWxuNCnidBEARBEP4h5WoR4daXB6uLK7Lx00esg71KN1jrj0Tmgz9Lyqgvrg1pLL3Ksxg/fVsYT7PPt3sF5TELD+PQ9Qy4WRZ/nbmLZ/48iUd/PhTm7H0o4wkQ7nUyzA58sCVR9N3Io2utWIxvVxVbpnXA5qc6oHKU/3inbw+oJyh3qxWLKkYtZBIxvbQnpb/XocAqKeYqQRAEcZ8gVwFSWXAZGaz1hgmq5sf+yh8PblxBcrh1pzkloUrO4PfxHhfzCLUCGqUcSrl0mICvdl7mj7NtzpCnX9L8cfwW/rvxPGLh8a5xRQitQXPavRh0nBXq/wAInll4n1Ho0RaPDADcGtz7ujHWdMT9UA9RK0cKB7Bmor3M473j1sZigP09fOIYjo+cj0AhY/BalV/xsWMEUjTVRed3Gutw/dRRgKzshGQjCIIgiNIMKVfLKnIVMgf9iqxen8KR0ElSRH1xvWS9zCS0JlD5WSRLWSkCwNTfjmPLuWTsy80a7xubKxzc2/6D+G+qgLl9JN9jEEXLx9suYPmxW3j818B/oyitEtG6wIv0Pj4hAz4e0sivrPqSOF6cP+RpwpAV7sgqIfclCIIgiHsVd3QNmPp8zZdb5OxE55oxeL1fXSjkMvw6tiXeH9gAz3avKeo7qlUCqsfqRPUv9a4T9Ly+nlClFYvDhQ83n8U3ys/xqnIxX++sIIxb6ohvGtJ4M7vWEJTVChnmP9ZcUJfjFq6Vqqs5Tx2b040eX++BK9fqVXVlCxjWBdVNT1iCqFWPIn6ecO2UNmYXLrAJ+Mr1MBpX5RTmswZ1w0OTPgCG/woRSi1SnjyN1McPUMIqgiAIgigkSLl6j5Dd4ZWA7ayXq1jE7rcFbRUM0mEFhs0/4He8VSduI0rjWRw6Xf6TDPnD6XKh/OkfAQBxKwaG3Z8oeg5ey8DGs8l+259oF54SU+4Vg8w7mZoUtupCt39HueYiGcbGWZl4K2LTR6ynlwWCIAiCyMVWdwjslT0b8Z8NaYRBuVardctFoFfdeOTYxAknDSrOetKXRhUisfeZzkHPa7Lmf/O9OPhp3zV0/XI3XlQswwD5fgyW7wEA2Kt0Fa0j3JGVJcdwK/V8eC5LtT4Y20a4LlLIGDSpJAxVpBdGb0BrnVARvftyGgDA5RT+TXQHv4AqaZegzhrXFKwqEl8Pa4LutWPxnwH1+bZYvQpsVDWBvKNCKwAAqzYASrHinCAIgiCI/EHK1XsES8vpsNXoB1auhiPOs6OtTNoNxc39YNweNyP1pQ1hj/+/hxoIyvuvZQgyxz/4w76QxmEsaXzsqC2blovaNKd+BWOXdj8niobVJ25jxIIDkpbKT/1+XKIHsPLJNnh7QD1M6VQ9rHMxDIPlE1rjq2GN8Ua/ugFlWTX3MpLd4VUkT09CxghxmAv1+T8BCDP5OsuFZl1CEARBEPcLpv7f88ey7JsAAM3xBVAnrgEAONziTfInTo1G3Lwm0B34HHAL3fwV8uCvEB//fbEAMy5aLqeaMWfXFXSRHcdUhXB94daKw3q5IqSVq+bWs5DT/mUAAKPyKCsHNOTizz/RrioA4MDzXdGuWjQAoF3qCgAAm+uS39v5j2DMb3ddAQCcu5PJ18nSL0K/7yPR+S1dOYOJdtWN+GhwI8TpVSIZ781qU+8vJD8HQRAEQRAFg5Sr9xCmB+YiZeIJOLysE6JXPQLjnw+LhV02QbFnncDxYXvXjUO0VujGtP1CKn+cZnYEja+lurQBcfObInLrc5DfPoKxl54XtBs2PoXI7S9Bv+utgOMQhQfLsnhn03lcSbNg2PwD/N/Q7nRjh9ff15fKUVo80KC8ZKzUYFSL0aF99ZigMclkOZwlh1vvSZCV9sgmsHI1X1Zf2QTVhbUwbH0GAGCr2T/s+RAEQRDEvQ6riYYjvgkAQHn7EOSp5xC583UYNj0FsG44XOL499GWawAA/f6PEf9tdVH7PzOFYammdRbKbDhzF20++Qe95+xBurl0JT9ddJALkbVQ9b6oTZ4ukVhKJZ3ES5Zzh4tdCkCTuAraY3MBAK/3q4fF41pibJsEXvbr4U2x77kufJlxc5a95e1XEAVPEs8orQLytPOIzTjK192+6Yln642zYmvJem9M/b5B+si/kDztOtxR1YPKEwRBEAQRPqRcvZdgGECpg6XphKCi8d/Vgn73O3z5HS83Il9mdKkBhmEkY6uqwS2WZeDiRGUGiL8atWESAEBzbjlcfz4halfd2A0A0J5Zhmt37uLbdduRVsoW4/caK47dEpTHLjoMAOj33V68sOoUX9+majQ0ChlaVYnCL2NaFMvc8lz+WbUn660rriFSpnosYVTXdiBq41S+HE6cVoIgCIK4n3DlJjKSZd9ExB7PGlCedh5tU5ajChM4Tqr3uhEAtEo52laNBgB8N7IpJrSrit8ntEaFSLVALtPqxBvrzxXCJyg8Dl7PxGzFUsm2nM5vSNanPfY3ACBj4K+wV+nGybZ/Gaw6mpeJ2PUWGHs2FDIGdeIjRBvJclsGf5zdyXOeY5rJ6CM7iATmLpxON2KW9ESd22v49kbbx4vmM8j2bsDPyKPQwhnfmEImEQRBEEQRogguQpQ13IYqcFRoBeXtQwHldEe/h+7o90ieehkqhRK7Z3XGpdQcrDl5B78dvcnLJWVIJ7aqy1zHGtVr+MvdBp1lJ7DF1Qq9vwH+eKINqhiF2drdt4Xu5fFuYRzPQ+46aCVL5Mv1fu+IVowV4xZ/gU+eFGa6JQqPxQeTBOW7WTbYnW5k+8Ree7VPHSREC/+mRQ3j5MJO5MUy88ZeuSNUN/YU63wIgiAIoizDqiIBAIw9G6pr2/n6mKW9MQjAIDVQ3coldYqHONaq7uj3yOn0uqBuzghhKJ7qMTr0qRePhT7rC4Wf5Kklhcp0GdPUq0X1zopt4KjUXrKPK6Yukqdznyuzaje+3q2JFshpTi2CpcVUSGHY+BR/bGk6UZAH4UfVpwCAj+6OBALkBx1rfxl3YjvgqwlN/AsRBEEQBFGskOXqPUrmQwtDltWeWAAAUClkqF8+Es/3rIXVk9ry7V1rxQIAds7sxFsoAMBUxRqoGQcGy/cglsnCI4rtUMCJ/1t3RnSOS7f9u5gDQBRj5o+dMjUiGE6x9orl45A/BxE+l1PNgjLDMIJYunkYNAXbh1Fd+gvxcxKkXe18UNw9Ds3xBWBcAZSr1XpK9s3u+FqB5kkQBEEQ9ypsrmu7/uDnfmXyElWVYzIl2/O8SgIxsUNVUd2uS2lIzSkd3kgXU3LwtOJPccMb6cgauSrs8djcsAB5ROx5F+qzv0vKChJSyeR8qAZvXlT+5vdc4+2z8cbUKfh1XCvE6MTxVQmCIAiCKBlIuXqPkpcMKCRZhdAiUcYwqGjQYPNTHfD1sCboVDMGAKBRygUWCpmsOP5UT9kRnLmTGzfKkgbVla2A24nr16VjRdlyt+ZrMzf4OoXbEw82XVtN1IcoPDRK4SPA5nR7/n5eGDQBTChCIGrDkwCAmMXdg8oafx+AyJ2vQ27iYr35fj8BwF6tl2Rfu5clCUEQBEEQHlildNxQb1TZ1/D5w43xecIOTz+vTU5F8gkokk8EVLLqVQrsmtUZHaobBfUvrzmdj1kXHk43i6NJmUjJscPGChWTlo6vALL8vRa5vcIC5GHY+iwAbsNYeX0nAEgqXDMe/iOsc/1n+nRRDgSCIAiCIEoeCgtwD5M87TpUl/+Co1IHyDMuwq0rh9iFHcSCPjGYFHeOwBVVHdE6I9r5LIy9SWXFCtyR8u3Y4W6G9afvoMPWQagru4GbrV9HvZvSlgCn9B3RMmeHZBsAyNz+Y7gSBUfKSc/XcnX+Y82DjiPLvALtqV9hbjYJrDYWYGR+Y3tFrXwEmUOWSQ/klkiKJmG5yqoiJLu7YhsEnStBEARB3I8wlrSgMtoTv6BTuxcQv34jX5c2eidif24DgEuUmkeei7wUaoUMg5tUwN4rnvACR28Et3otShb8ew0L9l6EA3L8pBR6VFlbTkV+gx+xmijJet3BL6Df9xEAwFajH9SXPdc0u/N/uAOJDWR/HHTXRTWVPJ+zJAiCIAiiKCHl6r0Mw8Be8wEAgLNCK/9iDo9ruDJpN6JXPQK3OhqpT54EwGVCjdjxKixNHofLWAdbG27GoNOd0axeXeCScKze8iN4kV2GP/+6hsfVnDVqpYPvoJKfc7uCGE/rXCW7EL/XsTjcAIAojQKZVk6xufaUMKFF3XLSikxvYpb2AeO0QGZJhTzlNAAWGSPWATIF4BK6AeYlLpNCyhLGrY0T1UkpV5Ofuhp0ngRBEARx3xJCQiNWbYDmjHAD1B1R0Y8wCzAMGJuJs4qVCRV/3WvHoVGFSJy6nQUAiNWXrBv71UNrkah5T1SfMvEk5PICWIPK1ZLVeYpVAALFqtNYG5ZmE/lyVrf3ELnjFb/D73PXx6uOibjIVsKB/M+SIAiCIIgihMICELz7NQCornKZUGVe2Uxjf2oF9eWNiF49CrE/t0GtSwtwUvcU2leVDj3wpGIDVqqlM636Yq0zOGC72pmFH/dchcXhCihHhI/D5eaPv3+kGe++dy2dS2BWLkKFjU+1h1oR/DHBOLk+yqTdUKachDLlFBTJnHLe+/uVhzz5lOQ43t+7PPIScAjqpFwbZWTNQRAEQRAFQZZzR6AIDARjy4DMlIS4uQ0RtXacqF0uY/DT6Bb4fXxrAEBqjh1XUs3ItJSMV9L/ZN+I6rI7vQnWJyFVfnDmes5kd34rqKw8U7gZbG04KqB8MhuFi2xlLBjVIt/zIwiCIAiiaCHl6n2MI64xAEB74ieoz60AIE4epNv/qWRfxm2H7uCXAAB7pXZgmdC+Su85HkNL63d8Oa7pAP54raudSL6eLAk/703EWxvOhTQ+ETreLzfVY3Qw6oRWG3ez7WEnS5Bne2LnynJuwbi0r2ScVXWuEt8XxpohUSlhacPIkNPupbDmRhAEQRD3NSwrKNoTOsMVURkA4KjIuf1rTy2EK6o6L5Mx8FcAgKXBI/BFnbgamrOclavquv8QTxWjPGvLET8dxBNLjiLdbMeNTEv+Pkc+0cMsqvO2IC0I6SPWI3nyeViaPRlU1vTAXGGFTA5HxbbSwgCiIyJw4PmuaFwx9HwKBEEQBEEUL6RcvU9xq6OgTDnJlw1bZgEsC/XFDXydLPsW9AeklauAR5GmurkPpv4/BD3ni47JGDP9fTw7oC1+bPYntg/YjbhIHa5WeRgA8JthAta62ov6TZRvwN+JKWB9XgqIgpGnXI1QyyGXMTDbQ7QOdlphXNzTr+I9j6gNk6BIlU5e4f3i5o3MnBzaHADYEzqGLEsQBEEQ9zvOcs34Y2vdocgcvBRpj+9D8qRzsNV6kG/TnloEAMhp9TQcuYkibXWGisaL/Of/oDvsZQ3qll5H+HrAXEu3oO+3/2LI3AN4Z+M5rD99R7JfYeOAcMP4kLwZFyO+MJArAaUOAOCKTAg8j1xFtjcuQ1W/8rIQwjkQBEEQBFGykHL1PiPzwZ/hiqgEU7/vRa5L8rTzADwKzMjcTKfBsDQcBXvN/shp+3xAuecnz4BGKUf/BuUwpHMbNKpRDQCgG/Qlkqcn4ZPxD8E64HsMVP6Ik808c2suuwAA2HI+JaT5EKGRYeaUqwYNZ7GamiN001v5pHjxDwCRW5+DIv089Ac+heLOUShv7A3pfKa+33oKrCdxlerSRkRumgEm5y6iNggtSCyNxvgdz1ne4x6XMuFISHMgCIIgiPsVW90hyOr2PtIe2YSsPl95GlR6sDJxzFFW5bGUdCR0gktXXiTDuGyeY3tW2HNaffIO3txwDoeuZ4TdN1wyIAwzpIHdj2TBSBsrXBdl9fjY0/bIJrBqsQWqpdFouFUGWBqNFbXVsUuHUiIIgiAIovRAytX7DHv1Xkh7fD8cVTrD0lSoyNId/R6K9ES+rEraxR87jXX9jmlpPhkAYK03POC5ZSqJOJk+dKsdi/mTH0D59h6lWl/5IUQhG78fuRGgJxEuKdncC1FMbjiAttWiBe2Vo8QZbJXXtkNzYTVfNi5/CNErR4R0PludgbDnWsDA7VGuRm2YCE3iSsT91FIgnzZyI7K7vON/QEaG5KmXkDLpLFhdfEhzIAiCIIj7FkYGa+MxcMU1FDXJrGmiOoESkGGQNuEQkqdd9zu86soWLvSAM3x3/8upYpf9wmTrmVuogtuCutryIrKYZRi41dF80Vp/BBzlmsNeqR1cubFZfXFWbIPUJ08iu/t7SH94JUbbPQmuEp3limaeBEEQBEEUGqRcvZ9hGNiq9+GLmrO/CZq93ZrSR66DWyKxkLccqxAr4z5yjPScTiGdTVUSn9iv/6ifgV6twLEbmaGPQQQkNZuz2IjWcsrVcW2q8G3bZki73Eev8W9JGgp5ljGMO3AyC0uDR+CKb8S52QVCrgKriijQnAiCIAjifodx2kR1bnWUhKB/F3VFeiIidryCuLmNIfNJ2tStVmzA8xdV4lJ5+gUYl/TCo3+LvXHkEUW3MStI0CmTI2P4GmQOWR7w+uWFKHBWbI0TKo93zjGn/5ABBEEQBEGUDki5ep9jDeB2nRf/MrvTm4BCC5k/d69cRSirFS+cBw2fjLOVhuNK0xfDnpu52WT+OIoxw3F5N55cegzX0ovWuuF+IcfGWY9GqhUAAJ1KjgPPd8WB57siIrfOG98XJX84yjUThgAAkPLEcW4Mm4k757bZiJ3fAvFzpOOSZXf9b2gfgiAIgiCIgiOx6Snlvg4AWX68SnSH50B7ahEYlw26o98L2j4c3BB14v17MIUc9z1MYhZ3hyJNOimqy1CtSM7pDcvIuQOGCaxY9eHDQQ3xufNhJLFxuFBtdBHNjiAIgiCIwoKUq/c59mo9RYqwPPLiaLFKziI1/eGVIhmHV3IEqUVjTMUaiB36OfRdZoU9t5z2swXlZep3MEG+Af9eTg97LELMf9efAQA4XO6gsrqDXyB2USe/7U4vNzdHQmfY6gxE8vQk/h+rjQEAKG/t5+VkFunkVekPrxRZLhMEQRAEUXQ4Y+uL6rxjrnpjbTwOGYMWBxlRuCaUMQwWj2uFb0c0BQAMb1YRE9tXRZea3PrAXESWq77kxDSGqe8c2Kr1RHbXd4v8fGw+1zOtqkRjf5VJ6GL7EhN6ScfAJwiCIAii9EDK1fsdhoEzvlFgERtnseqs2BrJ05OQMv4w32YaMD/w+PIwQgH4otAgfegfgqo3lQuxactaPLP0CKzFtBC/1wmWKEyeegb6fR/5bU+edg3pI9bzZXOrGfmei7nFU3BWbJ3v/gRBEARBhI+t7sOiRKduTbS0sEwOR5WuSB1/0O948oxLkvWtq0bjwPNd8VLvOpjaqToaVuBCThWW5arLYUP8nATEz0mALPumqN0ydAlsdQbD9NAvcEdWKpRzSmGr0Y87X7NJ+R7ji4ebYN9zXVA+sgBraYIgCIIgigVSrhJwRQReXFobjBSUWX05pI9Yj/Shf8CtF2aOTR+xjj/OfOiXAs/NWaktbDrh/GYrl2Hl0ZuYt/dagce/X5m05Ch/XBGpAOvfetXw15TAgzEyQK5EysQTSJl4Aqyf2LwAkPHQwoBDmQvwEkIQBEEQRD6RyWFp9iTsVbryVe6o6gG7uPUV/LapknYCAORpidAd/AKw50jK6VSc23xhxVxVzWvPH8f+3FbUzmqMhXKeYJj6fo2MoStgbvNMgcZhwgglQBAEQRBEyUHKVQJQaOCKqMgX0x7bBlvN/nyZ1cSIujjLNYWzknjR6izXjHcFt1frWSjTkytVgnI72Vn8qPwYV+9Iu5UTgWFZFgevZQAAHpT9i72apxH/TVXAIRHL1mWHwo/1iWhcjTHoS4sjQTpRFgCkjj8EVk8ZcQmCIAiipMgctBimnp8iY8jvIcknT7sOR5wfDyh7DmKW9IB+30eI/7EeFHePiUT0ucrVu7lJNvMNywIAYlz+14YbXMXoXq/QwlGpHSATx7AnCIIgCOLeg5SrBAAgu9v7/LErpg5MD8xFZv/vkTF4WVgB+IsCc9vnRXV95IfROy1YvC9Cihwv17tXlJ5rqN/3sUg2dl5TUZ1bGcEfW+s+HN7JZUq/Tb5W0ARBEARBFD+2BiPhqNwhNGGGQebARbDWGQxbzQcETfE/1hOUjb8/KOqeYeGSax5JyszfZAEw5hTE/NQakX8MDyi3L4G8YwiCIAiCKBpIuUoA4BJbpY3ciOSpFz11tR6EI8F/EqPiwunHIqK8I6mYZ3JvsOWcx6ojgfHEW9Ud+0EkK3Nki+oyRq5H+sN/wtziKWT1+DC8kzMyOKNrAQCSp16ErVqv8PoTBEEQBFGqYHXxyOo7B6YHfkT68LVh9T19O4s/XnFMHCM1FNQXVkNuvgPNrX8DyhmrNsnX+ARBEARBEMEg5SrBwTBwxTcqWAKqIsJlrCNZX1Ep4cZOBOW/mxP9tilv7PUcX9suaEsfthrJ067DFV0TzoptkNPx/4B8ZMFNH70DydOTALkaWb0/h6XhaKQ/vDLscQiCIAiCKF04yzeHy1A1gIBFUOxaK5Y/fn/LhbDPx+TcReTONwLKbHM1Q0frlxjQ0H+MWIIgCIIgiIJAylWi9OMnLMFlec1inkjZ56t/LvPHGqX49o9eOQIAELlpOqLXjOHrU8cfhLNCy0IPEcFqjMju8QGcFVsX6rgEQRAEQZQMjkrt/LbJs25Cef0fGP6aDJkpCY//0wFXNKMQgfxtmGvPLAkqM881ADcRh2id/9BEBEEQBEEQBaHQlau3bt3Cc889h06dOqFNmzaYOHEiEhOFlnJ9+/ZFvXr1BP9efvnlwp4KcQ+SMfBXHK3Oxcy6m5kVRJrw5rbJil8OXOfL/7zYQyRjr9gOcNmhSVwlqGcDxEolCIIgCILIw9zMf2xT9YXViF49CuqL6xG7sD0YN5fIaoh8d77OleSODSpz0l0dcx9tlq/xCYIgCIIgQqFQU1ja7XZMnjwZ0dHR+O6776DRaPDVV1/h8ccfx9q1axETEwOz2Yzr16/j+++/R6NGnliaGk347sXE/UP6sFWQ5dyGo2o3pB3ZAwDQM1ZsPpeMPvXiS3h2pZ/VJ2/jnY3n+fKIFpVQzuC55+yVO0B1Yy9Ut/ZBZk0X9We1wV9eCIIgCIIgXHENkTp2LyBXImLbbDgqtoX60gYo7x6Dfv8n0n1y7T3MdhemLDuGfg3KYUzrhKDnOnb1Dur51G2PfQzdUz0WrX2a10OzylH5/jwEQRAEQRDBKFTl6sGDB3H+/Hn8888/KF+ey/z90UcfoV27dvj7778xfPhwXLhwAW63Gy1atEBUFC10iNBwVmjFHzeqVglIAgzIwdwTt0i5GgLeilUAeKRFZcCew5dZhZY/lmXdEMhmdXuvaCdHEARBEMQ9hdtQBQBgeugXAID+wGcB5SNzwwJ0+4qzYD17NzuocjUlIwMj74rHjWrxCLDFo1yd3at26BMnCIIgCILIB4UaFqBOnTr44YcfeMUqAMhk3ClMJhMA4Ny5c4iLiyPFKpFvtDGVAQAVmDTsu5oBp5st4RmVPWrF6wHTLQCAW6lHdpe3+TblTWG2XVvth4p1bgRBEARB3FswLlvAdgMTXszV347cxPyfvuTLS53dcdJdHYvKvwRG5okPfyaiQ3gTJQiCIAiCyAeFarkaHx+Pbt26CeoWLlwIq9WKTp06AeCUqzqdDjNnzsThw4dhNBoxbNgwjBs3jlfE5geFomzk5pLLZYL/ifCRRXGWDE1kVwAAWxOT8WAjygAbDnK5DMi4CQBgIypAFutJDqa+tY8/zu4/B/IICgkgBd3LBYeuYcGha1hw6BoWDvfidaS1ZfFRQ5UJOH0qZYDCz7uB7J938JFyDV/WxFRBxKM/Y4BGgZsXj/H16sjYkP6O98I1LGnoGhYcuoYFh65hwaFrWDjQdSw4Ze0ahqVcTUpKQq9evfy27927FzExMXx58+bN+OSTTzB+/HjUq8dFREpMTITJZEK/fv0wffp0HDp0CB999BEyMzMxa9asfH0ImYyB0ajPV9+SwmDQBhcipFHV4A/bMWdgdtcvc3//4mZs+2pY+O9VAMCL/epx37/LnOWqPKoSd/1q9wEubIbyylauU8XmiGg/pqSmXGage7ng0DUsOHQNCw5dw8LhXrmOtLYsZEb8DPz+OHfcZCRQrQOw9lm++UH3dlxVGPCh81G+btXpZCjlMoxuVxUKnxerpxRrBOX9xgEYUikaAGBKj+Prlb1eCevvWKqvYRmBrmHBoWtYcOgaFhy6hoUDXceCU1auYVjK1fLly2P9+vV+271d/ZcsWYJ33nkHgwYNwuzZs/n6H3/8ETabDZGRkQCAevXqITs7G99++y2efvrpfFmvut0sTKbw3IlKCrlcBoNBC5PJApfLXdLTKZPIZToYco9fVy7EppwHkZ6eE7DP/Y7d7gAATO5YDaOaV4TJZIHBksa1KaORk54DnTwSaq8+bPJZZNB19QvdywWHrmHBoWtYcOgaFg6l4ToaDNpCs26gtWUhU7E3DMbakKdfQHqX/wEKLeSjmkB+6wD0214BAExTrBYoV99ddwYA4LI70a1OLL7deQVDmlZAo4oGGL2G3u1qhC7NmvBrQV1UJXyrnwa3XI1HjNVDWiOWiWtYyqFrWHDoGhYcuoYFh65h4UDXseCUhmsYztoyLOWqUqlErVq1gsp99NFHmDt3LiZMmICXXnoJDOOJfaRSqaBSqQTydevWhdlsRmZmJoxGo+9wIeF0lq0vrMvlLnNzLjV4uXfdYmPx5Y5LGNWyMuReMbb8cctkRYxOBbUfF7FTt0wwO1xoUzV/38PSyOVUM5Yd5kIAyBnG871zWgEAbrkWTqcbTPZtQb+s7u/TdzQE6F4uOHQNCw5dw4JD17BwuJeuY1n7HKX92qeN2u4puFg4jfWhSr0gkGHgxhT5Whxy10UiWxmNZFdw+lZFHE3KwOqTd7D86E18MrAehnn1Uai1aF0lmv/sDIDh418FALBuNqzY/KX9GpYF6BoWHLqGBYeuYcGha1g40HUsOGXlGhZqzFXAo1h96aWX8MQTTwjaWJZFnz59MGTIEMyYMYOvP3HiBOLj4/OtWCXuP5w1ekJx+W+kspwF9J/Hb2F480oB+5y7m40xCw+jaSUD5j3WXFJm/OKjAIC/prZHrF4lKVPWeGHVKf74dhanUFWdWAj8/RYAgJVz9qqM2yHoZ6tFiawIgiAIgig6lHePCcrD5f/gZeVSAEAya0A8Y8KjJ+T4190QAJDAJCNjw0LBG8zxOrNQEwRBEARBECVHoUaG3bdvH+bOnYuxY8di4MCBSE5O5v/l5OSAYRj06dMH8+bNw/r163Ht2jUsW7YMc+fOxcyZMwtzKsQ9jqJuHwCAlrEDAI4kZQbt8+dxLsbo8ZsmWB0uUbub9Vg2PL/ylKg9D1cwCwiWhfrsciiSTwSdU3FwLd3CH5vtLsDthP7vl/g6eeZlAIDTWJuvS56eBCg0xTdJgiAIgiDuOxiHMPTCO4oF/HE8YwIA9JYdAgA0Zy5gl3oWJio28DKvVfkVvTp2KYaZEgRBEARB+KdQLVfXrl0LAFi4cCEWLlwoaJsxYwaefvppPP/884iIiMCnn36K27dvIyEhAf/3f/+HkSNHFuZUiHsdJaf4Gyzfg2cc03D6TlbQLjYvU/Lfj97E2DZVBO3n72bzx6duZ+HQ9Qy0qhItkLmWbsG4RYcxonklTO9SA1Jo9n2MyENfAMhVUpYihjatCFnOXUGdKmkXACCn3UtQJJ+EtT7diwRBEARBFD3mVjOgPfkzX9YwDpGMGzKoYcdK9RuitkfbVEOkptAd8QiCIAiCIMKiUFcj77zzDt55553AJ1QoMH36dEyfPr0wT03cbyg8GeP6yw5gQ0a7oF0cXkGQv/znMuqXj+Bjq6bk2DF20RGB/NTfjuO38a3BgkWMVoVonRJLDiUhx+7CT/uvC5WrDgsi9v4Xthp9ecUqAMg3z4arz4f5/ZSFTqsq0ZDdShTU2Wr2BwCwujhkjNwg1Y0gCIIgCKLQcesrBJWZrFiHHFbam0alUBb2lAiCIAiCIMKmUMMCEESxofQssofKOcvLO1m2gF3MdmEogGm/e9z2v9t9RbLPyJ8O4pGfDuHBH/4FAIF1RJtP/gEAyDKvIv6HOtCe+AnRq0cJ+secXwywpSv4svrKVkHZ1PvLEpoJQRAEQRD3NQyDjMHLgoo9q1whWS9XkNUqQRAEQRAlDylXibKJwxNHtK/8EAAWb204G7DLzktpojqny40jSZlYdeJ2wL52Fwuny40KkWpB/V9n7iJ2UaeAfTVnlgZsLy4YcEpeWc4tvi5r8CJAqSupKREEQRAEcZ/jSOgEa73h+epr0FJ8eIIgCIIgSh5SrhJlE5VeUGzJJOLgdemkVizLKUalmPb7cUxedkxUXzdeL6pLybEjKcMqqPvP+pNBpxq5bTZWHr2OU7dMQWWLig6yU7isGYP4OQnQnMu1/mgyEs7qPUtsTgRBEARBEADAMvKw+/xinAlooopgNgRBEARBEOFBvjRE2aTeg4LiE4q/cNhRF3anGyqFcM9g7KIjOOeVrMqbIzfECs+5jzZD00oGbLuQipdWn+brr6ZZsPCgMEHVKPlW3+6STNrdgT9OmXgCrMYYUr/CYonqvxK1bLHOgSAIgiAIQgpz+9nQnhWHB7BX7gTVjd2SfboMe66op0UQBEEQBBESZLlKlE3kClibPs4XjcgCAKSa7QKxuXuv+lWsSvF6v7poVjkKDMOgZozQXT4xJQdxyMRO1Sw8r/gN3WVH8bbyZz8jAb86e0nWx81rEvJ8CorV4YJKzkg3DvxCup4gCIIgCKIYcevLC8qOcs1hbjoR/8/efYdHUbVtAL+3ZtMbSaiht1CSAKFKFRARlaKigh0VxN5QwP4pvoKK2GgqCioWiigq2GhSA9Ih9J5Get063x+b7O5kSzY7u6n377q8nDlzZubsQ0KGJ2eeUzjo/0TtC6LfxKO6x5Bg+hpBfpwjQkRERLUDn0qozioZOgeag+bkZqDSBOiBm5bsxh/T+iEswLx67KLt56t0zeZh1tpdQRrxt4feaMJ0ze9ogUw8Jl9b6bUWGMZhktLJzFaTAZD75tuvVG/ElfxStIkMxPH0QuiMAq4oI9BUZq05W9LnafirA4GiIp+MgYiIiMhT+dcthCmkOWQl4nr5d948HueLlJgZ4ufkTCIiIqLqx5mrVKfpo8pmgRqtM1YPldU2zakwixUAAlGCrybF47XrOzq8np/SWvOrUaBadKxEb0Skk3UTigQ/PK2bipu0b2C3qSOu0X6AHx+/EW/p73DYX15y1elnksJoEjBwwb+YuGwv3vrjBD7beQEA8Kuxj6VPwZD/obTvsz65PxEREZEntG2ut2ybgpoAAARNmKiPoA5GbLg/VAr+E4aIiIhqDz6ZUJ1mDG8PAEiQn4YfzMlUWdlb8F/vvSzq21KWhv1+D6HHgVkYHReD7U9eY3c9eYU36JvazIw4mVmEs/JYh+MIlGmx2jQIB4W2uE33Ctq36wyNSoFet8x22F9zeLlbn6+qNqZkWLbXHEzDzvM5AIAmgeZv9eL4B1Ead6dP7k1ERETkqfzhC1Dadgzyhy8A5GW/7JbJYQhrCwAo7jG9BkdHRERE5ByTq1SnlXaeaNmeplwHANAZBRiMJuQW6y3HPrm1G2YE/QaVzIigU2uhObwC/tlH8c+j/bHq/iRLv7gTHyFo0wuAYF7saeW9vdA5JggAsO1MNlT5zssM7HlmEH55qA8eH9QaL43sAABIbB4KXexgu74VX3Pzlrl/nXbYfoN2PQBA8Au1Zp+JiIiIaguVPwpGLYS243hRc+741cgf8SGKkp6qoYERERERucaaq1Sn6Zv0smzfr/gN8w23YMa6o4gIUCHbJrnaq0UYQloHAyfM+8GbXwAAGKZfQpCfEosnxqNYa0Cj382zOv1OrkPhwNeATrdiRMcoHEs3L4r1SFkCt6LP2n2CmwDEBPvhrqQWomP5wxeg6NweDPlVg+eU3+MR5TroDQZvhUCkQGt/XRlMlm1F3jmf3JeIiIjIFwT/SGg7jKvpYRARERE5xeQq1W0K62v7IbISy7ZtYhUAZJXM1kxsHgqYjJZ9uS4fIX89haK8c7i93S34fEsxChEgOif3xq9RGNIeB3JUGNOqkdNrC/6RCOg8Crs7Aws/3gIACE35Frkdb4K+xcDKP6NEG+O3AyllY1GofH4/IiIiIiIiIqKGgmUBqM7LvnOTZdsfpXbHQzTm3yGoL252fSHBaNcUmPwBmq4ciH/8nrE7po8dDL+wpujdOgpyN1+1P6cLtmyHrbsDAd+OQvCyPpYyBL7QPuUTy7YhpofP7kNERERERERE1NAwuUp1njGsLUyqQABAE5l9LdNZ/UMRsGc+5CVZ9ifbJDUDd7zl9B5RsjwEoRgHTG0AAPnD3vVorGOT4kT7gdmHoSm6DMO5rQ77CxWSrrvO52DpjvMwOUjG6gwmu7aKSjvdVoXREhERERERERGRK0yuUt0nk0FQmxed+tvvWQSj2HLIDzpM3H4dAnfPc3iq6pI5qSkvvIKAA0td3maI/ADKU5qCf6RHQw1pHuew/cKBv+zaTIKAx1cfxuTl+6AtS5w++uMhLNp+Hv3ft0/Gfr33EgCgjewKBsgPAQDaRwWKO5WvvktERERERERERJKx5irVC4qidMt2L3kK/jElAgBSNPe6Pq/gMvQAVJe3i9pzb/4OpoBoRHw71NL2aNOTMGaak5yCzLMkZUREFEZr38KvfjNF7QZlgF3fK3ml2HkuBwBwKrMQXZqEWI4ZbSauLtt1ASEaJT7Zdg4dZRewwc+8WNcuUycYr18LfO/RUImIiIiIiIiIqBKcuUr11jND21baR3PsOwCA+oK4Hqu+WX+Y/EJFbS2bxKBDZNkCWnLPFoZqHKLBUaEVHtc9KmofcP5DnPp7CTLPH7a0nc+xLtBVoDVg4b/nROd8s/cSjqcX4ONt5zDnz1MAgHGKbZbjfeTH0T4qyKNxEhERERERERFR5ThzleodFQyY0jcWd3RSAzsq6ZuWDOWV3dCcWGNpy7tuobnUQGC0qK//oS8t24JC7fH4fryvFyZ/obVr73fsNeAYkDnd/Hr/on/P4UHFL4iXn0FhyYf4bOcFUf/3N53BoLbi8gTdZWfEFzXqPR4nERERERERERG5xpmrVC8INjNJXxrRBg/1b+m0hqoxqJloP/TX+8XHw9pYtgsG/Z/j+/kFezpUtIwIwEODOqFV6TdYbhjueIwmAUajEbNU32CMYie0Zx0veLXltHiRrv6Ko5ZtkyYCqtTdlv3CfuJSBEREREREREREJA2Tq1QvXJ1qnbEZqpZBJpMBRp2lzRjS0rKdc8efyJ640bIv1+Za+wU1gbGRddGp0m73ojhxqt39TMHNJY339h7NENc4GJfiHrE7llOsw7LdF6DLsn6mjSmZVb6HvDQbQVtesuyXOPgcRERERERERETkOSZXqX6QyaCLHQwAUOSdheLqUQQcWGI5nH37HygY+DryrlsIQR0MY2Qnh5cpGDrXrq04cZpdm6D2fOYqAKgUcnw5KRFTRvTGJTQWHfvy981Y+O953Kf43dLmD3Oi+AXlN9gVPAMhKHTrPsqcEwAAbexQQMZvdyIiIiIiIiIib2K2heqN8kWpAne/i4jvRooPqgJQ2v1+6NqNMe/L5NA16WN3DUFlvwCU4C+ua2oMiLbrI0VzpIn25Rc2AxAQLLMuaBWMYgDAVOUviNFfxEHNQ6Jz3ryhE/ZO7ej0HiU9H3V6jIiIiIiIiIiIPMPkKjVY+uYD7BuVfg776pr1s2wX9Z/tqyEBAG5RbMG9ig0Yr9hmaQuWFTvoKVj+L5fJELTZeU1VfZPe3h0kERERERERERExuUr1n7NFqUq63m3XJsjVDvvmjf0BmVPPImvyv9B2GOfV8VUUjgK8qvpK1Pa66kuc09wpalujfgW3KDbjnGYSWhcmQ31xs/OLymS+GCoRERERERERUYPG5CrVG85e1y/tcpfD9oqv+5sbjc5voFDBFNrS64nKS0Ij0X6s3L3FqxLlpzBPtQgA0HfngyjtMN5yzBjUxLKd+chFL4ySiIiIiIiIiIgqYnKV6o2cO/9xfECucNwuk6E4caq4TeF45qovvamf5JXr+B/9BgBQ2ulWZN+zB5mPXETm9EuctUpERERERERE5CNMrlK9IfiFimZvuqOo/2xkTr+EoqSnUNL1HhjD2vpodM5NufthnEQLGGVKr1zP78Qa8waTqkREREREREREPuWdbA5RLVE48DUYIjpAefUoNKfWIW/UIrfOK+79jI9H5lxsZAgwfQeyDaWIWtROdOzqlCNotLSLqM3kFwqZoRQyo9bh9YyhrX02ViIiIiIiIiIismJyleoVQROOkp6PAgAKrvukhkdTRUqNXZPgF2rXljNxIwSlPxp93t3hZQqGzfP60IiIiIiIiIiIyJ7XywLs3bsXHTt2tPtv165dlj47duzA+PHjER8fj1GjRmH9+vXeHgZRnVQw9B3omg1AcY9HkDf6cwBA9h3WWrKF/V6EKbgZBP8IaNveYHd+/rB3YWjcs9rGS0RERERERETUkHl95mpKSgpiY2PxzTffiNpDQ80z8E6fPo2HH34Y9913H+bOnYtNmzbh+eefR0REBPr16+ft4RDVKaVxd6I07k5RmzGiPfJHfgLl1SMoiZ9iac+/biFC194KVdpeaFtfh6JrXoYpqGl1D5mIiIiIiIiIqMHyenL1xIkTaNeuHaKiohwe//LLL9GxY0c89dRTAIC2bdvi6NGjWLp0KZOrRE5o298EbfubxI0yGfLG/gBAAGRcm46IiIiIiIiIqLp5PSOTkpKCtm2dr7ienJxsl0Tt27cv9u7dC0EQvD0covpNJmNilYiIiIiIiIiohnh95urJkycRHh6O8ePHIz09HR06dMBTTz2F7t3Ni++kpaWhcePGonOio6NRUlKCnJwcREREeHRfpbJuJJgUCrno/1R1jKF0jKF0jKF0jKF0jKF0jKF31Mc48tmy4WAMpWMMpWMMpWMMpWMMvYNxlK6uxbBKydVLly7h2muvdXp806ZNKCgoQHFxMWbPng2FQoEVK1Zg8uTJWL16Ndq1a4fS0lKo1WrReeX7Op3Og48AyOUyhIcHenRuTQkJ8a/pIdR5jKF0jKF0jKF0jKF0jKF0jKF31Jc48tmyYWIMpWMMpWMMpWMMpWMMvYNxlK6uxLBKydWYmBj8+uuvTo9HR0djz5498Pf3h0qlAgB069YNR48exfLly/Haa6/Bz8/PLolavu/v71nQTCYB+fnFHp1b3RQKOUJC/JGfXwKj0VTTw6mTGEPpGEPpGEPpGEPpGEPpGEPvqA1xDAnx99rsBj5bNiyMoXSMoXSMoXSMoXSMoXcwjtLVhhhW5dmySslVlUrlsp6q+eYhon25XI62bdsiPT0dANCkSRNkZGSI+mRkZCAgIADBwcFVGY6IwVC3vmCNRlOdG3NtwxhKxxhKxxhKxxhKxxhKxxh6R32KY137HPUp9jWFMZSOMZSOMZSOMZSOMfQOxlG6uhJDrxYv2LJlCxITE3Hx4kVLm8FgwPHjx9GuXTsAQK9evbB7927ReTt37kSPHj0gl9eNWgpEREREREREREREXs1m9ujRA+Hh4ZgxYwYOHz6MlJQUzJgxA7m5ubj33nsBAHfddRcOHjyIefPm4fTp0/j888/x+++/Y8qUKd4cChEREREREREREZFPeTW5GhQUhGXLlqFRo0Z44IEHMHHiROTm5mLFihVo1KgRAKB9+/b45JNPsHnzZowdOxY//PAD5s6di379+nlzKEREREREREREREQ+VaWaq+6IjY3FggULXPYZNGgQBg0a5O1bExEREREREREREVUbFjklIiIiIiIiIiIi8gCTq0REREREREREREQeYHKViIiIiIiIiIiIyANMrhIRERERERERERF5gMlVIiIiIiIiIiIiIg8wuUpERERERERERETkASZXiYiIiIiIiIiIiDzA5CoRERERERERERGRB5hcJSIiIiIiIiIiIvIAk6tEREREREREREREHmBylYiIiIiIiIiIiMgDTK4SEREREREREREReYDJVSIiIiIiIiIiIiIPMLlKRERERERERERE5AEmV4mIiIiIiIiIiIg8wOQqERERERERERERkQeYXCUiIiIiIiIiIiLyAJOrRERERERERERERB5gcpWIiIiIiIiIiIjIA0yuEhEREREREREREXmAyVUiIiIiIiIiIiIiDzC5SkREREREREREROQBJleJiIiIiIiIiIiIPMDkKhEREREREREREZEHmFwlIiIiIiIiIiIi8gCTq0REREREREREREQeYHKViIiIiIiIiIiIyANKb15s9erVePHFFx0e69OnD7766isAwOzZs/HDDz+Ijjdr1gx///23N4dDRERERERERERE5DNeTa6OHj0aAwcOFLX9/vvvmDNnDqZOnWppS0lJwdSpUzF58mRLm0Kh8OZQiIiIiIiIiIiIiHzKq8lVjUYDjUZj2U9LS8MHH3yARx55BP379wcACIKAU6dO4aGHHkJUVJQ3b09ERERERERERERUbXxac3Xu3LmIjo7GQw89ZGm7cOECiouL0aZNG1/emoiIiIiIiIiIiMinvDpz1VZKSgp++eUXfPzxx1Cr1Zb2EydOAACWL1+OLVu2QC6XY9CgQXjqqacQHBzs8f2UyrqxNpdCIRf9n6qOMZSOMZSOMZSOMZSOMZSOMfSO+hhHPls2HIyhdIyhdIyhdIyhdIyhdzCO0tW1GFYpuXrp0iVce+21To/v2LEDERERAIBly5ahY8eOdv1PnDgBuVyO6OhoLFy4EBcuXMA777yDkydP4ssvv4RcXvXAyeUyhIcHVvm8mhQS4l/TQ6jzGEPpGEPpGEPpGEPpGEPpGEPvqC9x5LNlw8QYSscYSscYSscYSscYegfjKF1diaFMEATB3c56vR4XLlxwerxVq1ZQKBQoLS1Fv3798Nxzz+HOO+8U9TGZTMjLy0N4eLil7cCBA7jtttvw/fffIz4+vsofwmg0IT+/pMrn1QSFQo6QEH/k55fAaDTV9HDqJMZQOsZQOsZQOsZQOsZQOsbQO2pDHENC/L02u4HPlg0LYygdYygdYygdYygdY+gdjKN0tSGGVXm2rNLMVZVKhbZt21ba799//4Ver8f1119vd0wul4sSqwDQvn17AOYFsDxJrgKAwVC3vmCNRlOdG3NtwxhKxxhKxxhKxxhKxxhKxxh6R32KY137HPUp9jWFMZSOMZSOMZSOMZSOMfQOxlG6uhJDnxQvSE5ORqdOneySqADw/PPP49577xW1HTp0CADQrl07XwyHiIiIiIiIiIiIyOt8klw9evQoOnXq5PDYddddhx07duCjjz7ChQsXsHnzZsycORNjxoxxa1YsERERERERERERUW1QpbIA7srMzES3bt0cHrv22msxf/58LF68GEuWLEFwcDBuvPFGPPnkk74YChEREREREREREZFP+CS5+uuvv7o8fv311zusx0pERERERERERERUV/ikLAARERERERERERFRfcfkKhEREREREREREZEHmFwlIiIiIiIiIiIi8gCTq0REREREREREREQeYHKViIiIiIiIiIiIyANMrhIRERERERERERF5gMlVIiIiIiIiIiIiIg8wuUpERERERERERETkASZXiYiIiIiIiIiIiDwgEwRBqOlBSCUIAkymuvMxFAo5jEZTTQ+jTmMMpWMMpWMMpWMMpWMMpWMMvaOm4yiXyyCTybxyLT5bNjyMoXSMoXSMoXSMoXSMoXcwjtLVdAyr8mxZL5KrRERERERERERERNWNZQGIiIiIiIiIiIiIPMDkKhEREREREREREZEHmFwlIiIiIiIiIiIi8gCTq0REREREREREREQeYHKViIiIiIiIiIiIyANMrhIRERERERERERF5gMlVIiIiIiIiIiIiIg8wuUpERERERERERETkASZXiYiIiIiIiIiIiDzA5CoRERERERERERGRB5hcJSIiIiIiIiIiIvIAk6tEREREREREREREHmBylYiIiIiIiIiIiMgDTK56waJFi3DXXXeJ2rZu3YoJEyYgMTERN954I3755RfR8czMTDz99NPo27cv+vfvjzfeeAPFxcWiPgcPHsSkSZPQvXt3DB48GAsWLIDJZPL556kOubm5ePnllzFo0CD06NEDd9xxB5KTky3Hd+zYgfHjxyM+Ph6jRo3C+vXrRedrtVq89tpr6NevHxITE/HMM88gOztb1Keya9R11RHDcoIg4IEHHrD7Oq8PqiOO27dvx4QJE5CQkIDhw4fjs88+q5bPVl2kxtDWyy+/jBdeeMGufdWqVbjxxhuRkJCAkSNHYvHixTAajT75PDWhOmJ49uxZPPTQQ0hMTMSAAQPw+uuvo6SkxCefpyZIjWFqaiqefvppDBgwAElJSXjggQdw8uRJUZ/ffvsNo0ePRvfu3TF27Fjs2LGjWj5bdamOGJbT6XS48cYbHX6tEp8tPcFnS+/g86V0fLaUjs+W0vHZUjo+W0rXoJ4tBZJkxYoVQqdOnYTJkydb2pKTk4WOHTsKr7/+unDq1Cnhl19+ERITE4U1a9YIgiAIOp1OGDNmjDBmzBhhz549wuHDh4WJEycK99xzj+UaZ86cEeLj44WXXnpJOHv2rPD7778LiYmJwuLFi6v5E/rGfffdZ/n8Z86cEV577TWhe/fuwunTp4VTp04J3bp1E9577z3h1KlTwtKlS4W4uDhh+/btlvNfeOEFYfjw4cKePXuEAwcOCGPHjhUmTZpkOe7ONeo6X8fQ1hdffCF06NBB9HVeX/g6jqdPnxa6du0qfPjhh8KFCxeE9evXC927dxdWrFhREx/XJ6TGUBAEwWg0Cu+++67QoUMHYcaMGaJjP/30k9ClSxdh5cqVwvnz54X169cLPXr0ED788MPq/Jg+5esYZmdnC/379xemTZsmnDx5Uvj333+Fa665RnjllVeq8VP6lpQYarVaYcyYMcLkyZOFgwcPCidOnBAee+wxoV+/fkJWVpYgCIKwY8cOoUuXLsKXX34pnDp1Snj77beFrl27CqdOnarJj+1Vvo6hrTfeeMPh1yrx2dJTfLb0Dj5fSsdnS+n4bCkdny2l47OldA3p2ZLJVQ+lpaUJDz/8sJCQkCCMGjVK9FAwbdo04dZbbxX1/+STT4ShQ4cKgiAIf/zxh9ChQwfRN01qaqrQsWNHYdeuXYIgCMKMGTOECRMmCCaTydLngw8+EKZOnerLj1Utzp07J3To0EFITk62tJlMJmH48OHC/PnzhZdeekm45ZZbROc8/fTTwv333y8Igjn2nTp1EjZt2mQ5fubMGaFDhw7Cvn37BEEQKr1GXVcdMSx3/PhxoVevXsJtt91W7x5+qyOOX3zxhdC7d2/RNaZPny48/PDDvvpY1UpqDAXB/A/WiRMnCn379hWGDBli9wPx9ttvF2bNmiVq++ijj4TBgwd7/wPVgOqI4YIFC4RBgwYJpaWllrbvv/9eGDdunOjnTF0lNYb//vuv0KFDByEtLc1yvLS0VIiPjxd++OEHQRAE4f777xeeeOIJ0TUmTpwovPTSSz76VNWrOmJYbsuWLUL//v2FG264gclVG3y29ByfLb2Dz5fS8dlSOj5bSsdnS+n4bCldQ3u2ZFkADx05cgQqlQrr1q1DfHy86Nj58+fRs2dPUVtcXBwuX76MK1eu4Ny5cwgPD0fbtm0txxs3bozw8HDs3r0bALBt2zaMGTMGMpnM0ufxxx/Hp59+6sNPVT3Cw8OxePFidOvWzdImk8kgk8mQn5+P5ORk9OvXT3RO3759sXfvXgiCgL1791rayrVu3RoxMTHYs2cPAFR6jbquOmIImF9LevbZZ/H444+jdevWPv5U1a864hgZGYnc3Fz88ssvEAQBKSkp2Lt3r93fG3WV1BgCwM6dO9G2bVv88ssvaN68ud09nn32WTzwwAOiNrlcjry8PB98oupXHTHctm0bRowYAT8/P0vbrbfeitWrV4t+ztRVUmPYvn17LF68GDExMZbjcrn5ESk/Px8mkwn79u2zu0afPn1Ef2fWZb6OYbns7Gy8+OKLeOONNxAeHu7jT1W38NnSc3y29A4+X0rHZ0vp+GwpHZ8tpeOzpXQN7dmSyVUPDRs2DB9++CFatGhhdyw6OhqpqamitkuXLgEAsrKyEB0djYKCAhQWFlqOFxYWIi8vD9nZ2SgsLERmZiaCg4Mxc+ZMXHPNNRg9enS9qQMTEhKCwYMHQ61WW9o2bNiA8+fPY+DAgUhLS0Pjxo1F50RHR6OkpAQ5OTlIT09HeHi46C/y8j5paWkAUOk16rrqiCEAzJ07F9HR0Zg8ebJvP1ANqY44Xn/99bj11lvx3HPPoUuXLrjpppswYMAATJ061fcfsBpIjSEATJo0CW+++SYiIyMd3qNnz56if3wVFBTg22+/xcCBA33wiapfdcTw7NmziI6Oxpw5czBkyBCMGDEC77zzDrRare8+WDWSGsOoqCgMHjxYdHz58uUoLS3FgAEDkJ+fj+LiYofXsP07sy7zdQzLzZo1C0OHDsWwYcN8+4HqID5beo7Plt7B50vp+GwpHZ8tpeOzpXR8tpSuoT1bMrnqAzfffDM2btyIdevWwWAw4NixY/j8888BAHq9HoMGDUJwcDBmzZqF3NxcFBYW4pVXXoFMJoNer7c8GP/vf/9D06ZNsWTJEkyZMgWLFi3Chx9+WJMfzSf27duHF198ESNHjsSQIUNQWloq+gYEYNnX6XQoKSmxOw4Afn5+lr/MK7tGfeOLGG7ZsgU///wz3nrrrXrx20d3+CKOWVlZuHz5Mh5//HH8+OOPePPNN7F58+Z6+b0MVD2GVVVUVIRHHnkEWq0Wzz//vFfGXNv4IoaFhYVYsmQJtFotPvroIzz33HP4+eefMXv2bK+PvzaQGsM//vgD7777Lu6991507NgRpaWlonPK2X6v1zfejiEArFy5EqdPn8aLL77o+w9Qz/DZsmr4bOkdfL6Ujs+W0vHZUjo+W0rHZ0vp6vuzJZOrPjB27FhMnz4dL730Erp164bp06djypQpAIDg4GCEhYXh008/xfHjx9G3b19cc801aNKkCbp06YKgoCAolUoAQP/+/fHoo4+ic+fOGD9+PKZNm4Yvv/yy3rx6BAB//vkn7r//fiQkJGDevHkAzH+hVPxmKt/39/eHRqNx+M2m1Wrh7+/v1jXqE1/EMDs7GzNnzsSrr74qmoZfn/nqa3HWrFlo0qQJpk2bhri4ONxyyy14/vnnsWjRIqer59ZVnsSwKjIzM3HXXXchJSUFS5cudfiKUl3nqxgqlUq0bt0ar776Krp27YqRI0di5syZWLduHbKysrz7IWqY1Bh+++23eOKJJ3DjjTda/pFVPoOo4jVsv9frE1/E8MyZM5g7dy7eeecdBAQEVMOnqF/4bOk+Plt6B58vpeOzpXR8tpSOz5bS8dlSuobwbMnkqo9Mnz4d+/btw6ZNm/Dnn3+iadOmUCgUaNq0KQAgMTERGzZswL///oudO3fi2WefxcWLFxEbG2t5FaRDhw6ia7Zv3x7FxcX15ofmihUr8Nhjj2Ho0KFYuHCh5S+YJk2aICMjQ9Q3IyMDAQEBCA4ORuPGjZGbm2v3jZiRkWF5UKvsGvWFr2K4efNmZGZmYubMmUhMTERiYiJ+/vlnJCcnIzExEVeuXKm2z1gdfPm1uHfvXlGdGQBISEiAwWCwvNJZH3gaQ3edPn0at912G7KysvD111/bxbQ+8GUMGzdujPbt24vayvcvX77shdHXDlJjOHfuXLz66qu4++67MWfOHEtdp7CwMAQEBDi8Rn1LEPgqhr/++iuKiopw3333WX6uJCcn4+eff0ZiYmL1fcA6jM+WleOzpXfw+VI6PltKx2dL6fhsKR2fLaVrKM+WTK76wIoVK/DGG29AoVAgJiYGcrkcGzZsQGJiIgIDA3H+/HncfvvtyM7ORmRkJDQaDZKTk5Gbm4v+/ftDoVCgR48eOHDggOi6KSkpCAkJQVhYWM18MC/65ptv8MYbb2DSpEl47733RNPBe/XqZVl8odzOnTvRo0cPyOVy9OzZEyaTyVLwHTDXfElPT0dSUpJb16gPfBnDESNGYOPGjVi7dq3lv2HDhqFr165Yu3YtoqOjq+1z+pqvvxZjYmKQkpIiukZKSgpkMhlatmzpw09WfaTE0B0XL17EPffcA39/f6xcudLuQa4+8HUMk5KScPDgQdHstBMnTkChUNSbWRpSYzh37lwsXboUM2bMwAsvvCB6XVUmk6FHjx5219i1axd69erlw09VvXwZw8mTJ2PDhg2inytdu3bFsGHDsHbt2mr5fHUZny0rx2dL7+DzpXR8tpSOz5bS8dlSOj5bStegni0FkmzGjBnC5MmTLfvbt28X4uLihDVr1ggXL14UFi1aJHTp0kXYtWuXIAiCoNfrhWHDhglPPvmkcPbsWWHnzp3CoEGDhNmzZ1uusXPnTqFz587CggULhPPnzwvr168XevbsKXz44YfV/vm87cyZM0KXLl2E6dOnCxkZGaL/8vPzhRMnTghdunQR5s6dK5w6dUr47LPPhLi4OGH79u2Wazz99NPCsGHDhJ07dwoHDhwQxo4dK/ozcOcadVl1xLCiil/n9UF1xHHlypVCXFyc8OWXXwoXLlwQ/vjjD2HAgAHCa6+9VhMf2eu8EUNbkydPFmbMmGHXlpSUJBw7dszuHvVBdcTw9OnTQnx8vPDSSy8JZ86cEbZs2SIMGjRIeOGFF6rjI/qc1Bju3LlT6NChg/DGG2/YnV9YWCgIgiBs3bpV6Ny5s/D5558Lp06dEv73v/8J3bt3F06dOlWTH91rqiOGFTn6WiUzPltWDZ8tvYPPl9Lx2VI6PltKx2dL6fhsKV1De7ZkctULHD0U/PDDD8KIESOE7t27C+PHjxe2bNkiOn7q1CnhnnvuERISEoRBgwYJ7733nqDX60V9tmzZIowbN07o0qWLMGTIEGHRokWC0Wj0+efxtU8//VTo0KGDw//KvxE2b94sjBkzRujataswatQoYf369aJrFBUVCbNmzRJ69eol9OrVS3j66aeF7OxsUZ/KrlGXVVcMbdW3h19BqL44rlmzRrjpppuE+Ph4YeTIkcLHH38s6HS6avucvuSNGNqq+AMxLS3N6fU7dOjg889XHXwdw3IHDhwQJk2aJHTr1k3o37+/8PbbbwtardZnn6s6SY3h7NmznZ6/YMECS781a9YII0aMELp16yaMGzeuXiVVqiuGtphcdY7PllXDZ0vv4POldHy2lI7PltLx2VI6PltK19CeLWWCUI8q2BMRERERERERERFVk/pTIIiIiIiIiIiIiIioGjG5SkREREREREREROQBJleJiIiIiIiIiIiIPMDkKhEREREREREREZEHmFwlIiIiIiIiIiIi8gCTq0REREREREREREQeYHKViIiIiIiIiIiIyANMrhIRERERERERERF5gMlVIiIiIiIiIiIiIg8wuUpERERERERERETkASZXiYiIiIiIiIiIiDzA5CoRERERERERERGRB5hcJSIiIiIiIiIiIvIAk6tEREREREREREREHmBylYiIiIiIiIiIiMgDTK4SEREREREREREReYDJVSIiIiIiIiIiIiIPMLlKRERERERERERE5AEmV4mIiIiIiIiIiIg8wOQqERERERERERERkQeUNT0AIiIy+/DDD/HRRx+51XfcuHF49NFHce2116J3795Yvny55VjHjh0hl8uxYsUK9OzZ0+H5d9xxB/bt24eUlBSvjJ2IiIiIat6wYcNw+fLlSvv99ddf+Oijj7BmzRpMnDgRr7/+usN+P/zwA2bPno05c+Zg/Pjxdsf/+ecfrFmzBocPH0ZGRgYCAwPRtWtX3HHHHRg+fLjkz0NEVBcwuUpEVEuMGDECsbGxorY5c+YgJycH77zzjqi9Yr+KTCYTZs6ciZ9++gkajcbrYyUiIiKi2mfmzJkoKipyeOy///7Dt99+i8jISISFhVnav/vuO1x33XUYMGCA2/cpLCzEzJkzsWHDBnTu3Bnjx49HTEwM0tLSsHbtWkyfPh333HMPZs6cKfUjERHVekyuEhHVEp06dUKnTp1EbR988AFycnJw88032/W/dOmSy+udO3cO7733Hh9qiYiIiBoIZ7NFU1NT8fbbb0Mul+Pdd99FUFCQ6Pjs2bPx888/27U7M2vWLGzYsAHPPPMMHnroIdGxhx9+GA899BC+/PJLtGzZEpMmTfLswxAR1RGsuUpEVA/FxcUhNjYWy5cvR3Jyck0Ph4iIiIhqiF6vx5NPPons7Gw8/vjj6Nevn+j4ddddhytXruB///ufW9fbtm0bfv/9d4wcOdIusQoAarUab731FpRKJZYvXw5BELzyOYiIaismV4mI6iGNRoO33noLgiBg5syZKCkpqekhEREREVENePfdd7F//34MHjwYU6dOtTv+2GOPoV27dvj++++xbdu2Sq+3du1aAMBdd93ltE/Tpk2xbt06/Pzzz5DJZB6PnYioLmBylYionkpKSsLkyZNx/vx5vPfeezU9HCIiIiKqZn/++Se++OILNGvWDO+8847DRKdarcacOXOgUCgwe/ZsFBYWurzmwYMHoVQqkZCQ4LJf27ZtoVKppAyfiKhOYHKViKgee+aZZ1gegIiIiKgBunTpEmbOnAmVSoX58+eLFrGqqHv37pgyZQpSU1MxZ84cl9fNyMhAWFgY1Gq1l0dMRFQ3MblKRFSP+fv7Wx6QX3zxRZYHICIiImoAdDodnnzySeTl5eHFF19E9+7dKz3n0UcfRfv27fHjjz9iy5YtTvspFAoYjUZvDpeIqE5jcpWIqJ7r1asX7rrrLly4cAHvvvtuTQ+HiIiIiHzsnXfewaFDhzBmzBhMmjTJrXNsywO89NJLKCgocNgvJiYGeXl50Ol03hwyEVGdxeQqEVED8PTTT6Nly5ZYsWIFdu/eXdPDISIiIiIf2bhxI5YvX462bdvijTfeqNK53bp1w4MPPoi0tDSn5QGSkpJgMpmwb98+l9d6+eWX8cwzz+DKlStVGgMRUV3D5CoRUQPg7++Pt956CzKZDDNnzmR5ACIiIqJ66OLFi5g5cyYCAgKwYMECBAQEVPka06dPR4cOHbBq1SqH5QHGjBkDAFixYoXTa2RkZGD16tXYsmULIiIiqjwGIqK6hMlVIqIGorw8wMWLF3Hs2LGaHg4REREReZFOp8MTTzyBgoICvPHGG2jXrp1H1ykvD6BUKrFx40a740lJSRgxYgT++OMPLFmyxO54YWEhHn/8cej1ekyfPh0ajcajcRAR1RXKmh4AERFVn6effhqbN2/GuXPnanooRERERORFCxcuxJEjRxAXFwej0YiffvrJad8ePXq4vFbXrl0xZcoULFy40OHxt956C3l5eZg3bx5+++03jBw5EhERETh37hzWrl2LrKwsTJw4Effcc4+kz0REVBcwuUpE1IBoNBq8+eabuOuuu2AymWp6OERERETkJeW1TY8ePYrnn3/eZV9n9VRtTZ8+HX///TdOnDhhdywkJASfffYZfv31V6xZswbffvstsrKyEBgYiPj4eEyaNAmDBw/27IMQEdUxMkEQhJoeBBEREREREREREVFdw5qrRERERERERERERB5gcpWIiIiIiIiIiIjIA0yuEhEREREREREREXmAyVUiIiIiIiIiIiIiDzC5SkREREREREREROQBScnVRYsW4a677hK1/f3335gwYQISExMxbNgw/O9//0Npaanl+N69e9GxY0e7/3bt2iVlKERERERERERERETVSunpiV9//TXmz5+PXr16WdqSk5Px6KOP4vHHH8eoUaNw/vx5vPzyy8jNzcWcOXMAACkpKYiNjcU333wjul5oaKinQ4EgCDCZBI/Pr25yuaxOjbc2YgylYwylYwylYwylYwylYwy9o6bjKJfLIJPJvHItPls2PIyhdIyhdIyhdIyhdIyhdzCO0tV0DKvybFnl5Gp6ejpeeeUV7Nq1C61atRIdW7lyJfr06YOpU6cCAFq1aoWnnnoKs2fPxmuvvQa1Wo0TJ06gXbt2iIqKquqtnTKZBGRnF3nter6kVMoRHh6I/PxiGAymmh5OncQYSscYSscYSscYSscYSscYekdtiGNERCAUCu8kV/ls2bAwhtIxhtIxhtIxhtIxht7BOEpXG2JYlWfLKpcFOHLkCFQqFdatW4f4+HjRsfvvvx8zZswQ30Auh16vR2FhIQDzzNW2bdtW9bZEREREREREREREtUqVZ64OGzYMw4YNc3gsLi5OtK/X67Fs2TJ07doVERERAICTJ08iPDwc48ePR3p6Ojp06ICnnnoK3bt392D4Vkpl3VibS6GQi/5PVccYSscYSscYSscYSscYSscYekd9jCOfLRsOxlA6xlA6xlA6xlA6xtA7GEfp6loMPa65WhmDwYDnn38eJ0+exNdffw0ASE1NRUFBAYqLizF79mwoFAqsWLECkydPxurVq9GuXTuP7iWXyxAeHujN4ftcSIh/TQ+hzmMMpWMMpWMMpWMMpWMMpWMMvaO+xJHPlg0TYygdYygdYygdYygdY+gdjKN0dSWGPkmuFhYW4sknn8Tu3bvx0UcfWWalNmnSBHv27IG/vz9UKhUAoFu3bjh69CiWL1+O1157zaP7mUwC8vOLvTZ+X1Io5AgJ8Ud+fgmMRtbe8ARjKB1jKB1jKB1jKB1jKB1j6B21IY4hIf5em93AZ8uGhTGUjjGUjjGUjjGUjjH0DsZRutoQw6o8W3o9uZqRkYEHH3wQly9fxmeffYakpKQKgwsR7cvlcrRt2xbp6emS7lvXigQbjaY6N+bahjGUjjGUjjGUjjGUjjGUjjH0jvoUx7r2OepT7GsKYygdYygdYygdYygdY+gdjKN0dSWGXi1ekJeXh3vuuQfZ2dn4+uuv7RKrW7ZsQWJiIi5evGhpMxgMOH78uMclAYiIiIiIiIiIiIhqgldnrs6ZMwcXL17E0qVLERERgczMTMuxiIgI9OjRA+Hh4ZgxYwZmzpwJlUqFxYsXIzc3F/fee683h0JERERERERERETkU15LrhqNRvz666/Q6/W455577I7/9ddfaN68OZYtW4Z58+bhgQcegFarRc+ePbFixQo0atTIW0MhIiIiIiIiIiIi8jlJydW3337bsq1QKHDw4MFKz4mNjcWCBQuk3JaIiIiIiIiIiIioxnm15ioRERERERERERFRQ8HkKhEREREREREREZEHmFwlIiIiIiIiIiIi8gCTq0REREREREREREQeYHKViIiIiIiIiIiIyANMrhIRERERERERERF5gMlVIiIiIiIiIiIiIg8wuUpERERERERERETkASZXiYiIiIiIiIiIiDzA5CoRERFRHZFbrMe07w/g16PpNT0UIiIiIiICoKzpARARERGRexZuP4fki3lIvpiH0XExNT0cIiIiIqIGjzNXiYiIiOqIP1Mya3oIRERERERkg8lVIiIiojoir9RQ00MgIiIiIiIbTK4SEREREREREREReYDJVSIiIqI6wk/JRzciIiIiotqET+hEREREdYTWYLJsP7P2CIwmoQZHQ0RERERETK4SERER1XJf7LqAUQt3itq2nM7CwSv5NTQiIiIiIiICmFwlIiIiqvU+2XYOWUU6u/aHvjtQA6MhIiIiIqJyTK4SERER1WEXc0pqeghERERERA0Wk6tEREREdVhaQWlND4GIiIiIqMFicpWIiIioFjMJrhet+r8NJ6ppJEREREREVBGTq0RERES1mM5gcnn8Sr4WQiUJWCIiIiIi8g0mV4mIiIhqsfNu1FTVVpKAJSIiIiIi31DW9ACIiIiIyLk3bF77X/NAEpRyGX7YfwW3JjTFjUt2AwBK9EZoVIqaGiIRERERUYPFmatEREREtdi57GLLdvMwfzQO0eCxQW3QOEQDjdL8KPfWHyfxZ0pmTQ2RiIiIiKjBYnKViIiIqBaLDFA5PRagNs9W3XQqCy/+cqy6hkRERERERGWYXCUiIiKqhZbvuYh1h9LQOjIQANA5Jsiuj7+HpQByi/V49MeD2Hg8Q9IYiYiIiIgaOtZcJSIiIqpl0vJLsWDLWVFbuIMZrOUzV6vq03/PYdf5XOw6n4uRnaKd9vti1wV8su0cFt7WHT1bhHl0LyIiIiKi+kzSzNVFixbhrrvuErUdO3YMkydPRkJCAoYNG4avvvpKdNxkMmHBggUYOHAgEhIS8OCDD+LixYtShkFERERUrxy8km/X1j7Kfubq2axi0b7BaHLr+jkl+kr7pKQX4pNt5wAAU78/CEEQ3Lp2drEO93/zHxZvP+dWfyIiIiKiuszj5OrXX3+N+fPni9pycnJw3333ITY2FqtWrcL06dMxb948rFq1ytLnk08+wTfffIM33ngDK1euhMlkwpQpU6DT6Tz+EERERET1xbYzWZi1/rhd+wN9Y+3aDCZxwrPU4F5yVSGTVdrn/c2nRfu5biRkAWD1gVQcSi3Akh0X3OpPRERERFSXVTm5mp6ejqlTp2LevHlo1aqV6Nj3338PlUqF119/HW3btsWECRNw7733YvHixQAAnU6Hzz//HI8//jiGDBmCTp064f3330daWho2btzolQ9EREREVBcJgoDkC7l4as0Ru2OvjuroVn1Vd5OrJzIL7dr2XszFgs1noDOYcDStAHsv5omObzmdVel1L+WW4FCq/axbIiIiIqL6qsrJ1SNHjkClUmHdunWIj48XHUtOTkbv3r2hVFpLufbt2xfnzp3D1atXcfz4cRQVFaFfv36W4yEhIYiLi8OePXskfAwiIiKiuunfM9m4/5v9+GjrWUz74aDo2JKJ8XhjdCfc0CXG4bm392gm2v/pUKpb97yQU2LZLtUbAZhf/V+efAnf7ruMe77+z+6cxdvPu7xmic6IGxftwvazOW6NgYiIiIioPqjyglbDhg3DsGHDHB5LS0tDhw4dRG3R0eZFElJTU5GWlgYAaNKkiV2f8mOeUiollY+tNgqFXPR/qjrGUDrGUDrGUDrGUDrGULraEMMn1xwGAIczPnu1Cnd57owR7TE5qTnGLNoFAFj073k8fE1rl+doDUbR/oW8UsQ1Drbsbz511eF58c1CnT5vKRRyZBVpHbTLIHOjBEFtxGfLhoMxlI4xlI4xlI4xlI4x9A7GUbq6FsMqJ1ddKS0thVqtFrX5+fkBALRaLUpKzLMkHPXJyxO/elYVcrkM4eGBHp9fE0JC/Gt6CHUeYygdYygdYygdYygdYyhdTcXw98POZ5re06+lW883tn2ECvuOZBaIk6CTvtyL/S+PsOwfSi1weF5qoRYnc7Xo3TrC4fHLDpLD4eGBdTK5ymfLhokxlI4xlI4xlI4xlI4x9A7GUbq6EkOvJlc1Go3dwlRarfkBPiAgABqNBoC59mr5dnkff3/PA2YyCcjPL668Yy2gUMgREuKP/PwSGN1c0ZfEGEPpGEPpGEPpGEPpGEPpajqGU1fsc9g+slMUpvaLRU5OUZWuFxGgqvScjLwSu7ZVu52/8v9Q/5ZYvP08Dl/Ox22LdkApl2HPc4NFfYwCcP0HW0Vt6x7qg9zc6ns+Cwnx99rsBj5bNiyMoXSMoXSMoXSMoXSMoXcwjtLVhhhW5dnSq8nVxo0bIyMjQ9RWvh8TEwODwWBpi42NFfXp2LGjpHsb3FzAobYwGk11bsy1DWMoHWMoHWMoHWMoHWMoXU3E0GASnB6bcW07KGUyt8f0+KDWWLDlLPq1jqj0nKJSo13bG7+fcNh36+MD8EdKpqjNYBKQkV+KiADrm0jnc+wTtk2C/er012VdGzv/HpCOMZSOMZSOMZSOMZSOMfQOxlG6uhJDrxYvSEpKwt69e2E0Wh/ad+7cidatWyMyMhKdOnVCUFAQdu3aZTmen5+Po0ePIikpyZtDISIiIqrV9l7IdXosRKOq0rUUcvOr90YXCdtyxTqDW9dUK2TQqBQI8rP/XfyFbGsydff5HDzy/QE3R0pEREREVL94Nbk6YcIEFBYWYtasWTh16hRWr16NZcuW4eGHHwZgrrU6efJkzJs3D3/99ReOHz+Op556Co0bN8bIkSO9ORQiIiKiWm3HuRyH7b881KfK11LI3E+ufr7romU7VOP8Jaanh7YFAPir7B8X3/7rJLaezsLXyZcw/cdDyCgUl4Wad3MXt8ZNRERERFTXebUsQGRkJJYuXYo333wT48aNQ1RUFJ5//nmMGzfO0ufxxx+HwWDA7NmzUVpaiqSkJHz22WdQqao2Q4OIiIioLivQ6h22xwT7Vfla5WtG/ZGSibfGdHbYR2cwYeSnO1Cks75hdEOXGHyz97Ko30e3dMPx9ELc3K0JAKBpqH1d/NNXi/H02iNOxzO4XWRVPwIRERERUZ0kKbn69ttv27V1794d3333ndNzFAoFnnvuOTz33HNSbk1ERERUZz295jC2nsn22vWOpBVYtk9kFKJDdJDouMEk4KHvDogSqyEaJe7o0cwuudqrRRj6tAy37MeG+2PezV0Q5q/Ei78cQ2aFWapERERERA2ZV2euEhEREZFroxbuRFaRNUEZ3zQEB67kAwDiGgd7dE21zUqmk5bvAwDMH9cVA9pEAADWHEwVJWABYNX9SQhSK+yuVV6/1Vb5TFQmVomIiIiIxLxac5WIiIiInHtqzWFRYlUpl4nKAHw4oatH1zUJ9rVWn1xzGHsv5gIAzmcXi44F+ykR5q+CUiF+FJw2oJVH97f1xOA2kq9BRERERFRXcOYqERERUTUo0RuxrUIpgNeu74iTmUUAgOggNUI0ntWgNzhZyOr3Yxno2SIMuSXW+q5KuQyr7u9l2U9sHor/LuXhgb6xuL9vrEf3X3pnAvwD/NBYo0CIHx8viYiIiKjh4NMvERERUTVYsv28aL9bk2AM7xiF/q0joDOaRHVOq6pRoNphe4sw82JUzcKsi1I9OrA1wgOs/d8f1wX7L+ejd2xYpfeZP74rZq8/hscGtcGcP05a2nu2CEN4eCBycopgMJg8/BRERERERHUPk6tEREREPpCWX4obl+zGDXHRePX6Tna1TD+/MxEAEOSnxFND2kq61319YpFeoMV1naIxsG0k/m/jCfx0KA16k32is0uFuq6BaiUGtI5w6z4DWkfg7+n9IZPJsPZgKo6lF0oaNxERERFRXceaq0REREQ+cOOS3QCA9UczAACHbRaU2jCtr1fvFeSnxP/d0BkD25oXnipf4EpvNJcLKNUbLX0DHCxiVRUymTlJ/M5NcUhsFoL3x3WRdD0iIiIiorqMM1eJiIiIqkGAypzUvLFLDCICHL/G7y3lc2Q/23kBHaODYDBaa7K2CPd3fFIVNQ7RYPHtCV65FhERERFRXcWZq0REREQ+oFGKH7OOls1c7dvK89qq7vph/xXL9vPrjkJbVgf1zp7N4K+SNnOViIiIiIismFwlIiIi8oGh7RtZtjcez8DVIh0AINRf5fN7CxX2Sw3msgAxwX4+vzcRERERUUPC5CoRERGRD5gEa4pz1vrjlu2EZqE+v/dHt3QT7W84ngkA8FPy0Y+IiIiIyJv4hE1ERJIYTRXnyBER4Ph7o0WYploSnH1ahuPBfrF27eULXRERERERkXfwCZuIiDy2/kg6+r6/Ffd9819ND4Wo1jE4SK6+fF3Harv/3Ukt7No4c5WIiIiIyLv4hE1ERFWy92Iukt7dgud+OoJXf08BABxOLcC6Q2k1PDKi2qVibnX++K5IaO77kgDlNCoFHurfUtSm4sxVIiIiIiKv4hM2ERFVydTvDwIANp3KErW/sfFETQyHqNZSyGWW7aYhfhjQOqLax3BfH3FpgLaNAqt9DERERERE9RmTq0REREQ+oLJJrnaMCa6RMShtxgAAGpYFICIiIiLyKj5hExGRV7TjjDgikVKDybI9vEOjGhvHbQlNLdtcfo6IiIiIyLuYXCUiIrelF2idHnO0MjpRQ7bltLV0xvCOUTU2jpu6NrZsxwT71dg4iIiIiIjqI2VND4CIiOqODAfJ1aTYMOy5kIuz2cU1MCKiukEuk1XeyUc6xgThnZvimFglIiIiIvIBzlwlIiK3FekMLo9fLdIBAFLzS/Hx1rO4Wuh8pitRQ9EiTFPTQ8DQ9o0Q17hm6r4SEREREdVnTK4SEZHb8kvtk6uleqNl++fDaQCAm5bsxrLdFzHzl2PVNjai2mrWyA41PQQiIiIiIvIRJleJiMht5TNTbdnOhqu4Mvl/l/N9Piai2spPaX7Mahpa8zNXiYiIiIjIN5hcJSIit5XPXE1oFmJpG9reugr6gi1nsfZgqmW/YrK1OhTrjBAELq5FNUtvNEFrMAEAAtUKyddTn/sLAXveB/i1TURERERUq3BBKyIiclteiR4A0L1pKPaXzUpVK8S/p3vzj5OW7eqesffYj4ew83wOAGBIu0jMvblLtd6fqFyR1louI0At/XErdP09AABDVDfoWg2XfD0iIiIiIvIOzlwlIiK3lc9cjQxUISbYD2qFDC0j/DGmS0wNjwwQBMGSWAWATaeykFuWDCaqbou2n7Nse3MGt+bYd4j6uDn8D3zmtWsSEREREZHnmFwlIiK35ZQlK8P8Vfjm7h5Y/UBvhGhU6BzjeBVyXdlr0a4IgoD8UulJ0J8Opdm1ZTmoEUtUHX48kFp5J3fZlALwO/MbACBo2yveuz4REREREXmMyVUiInLbuexiAECLMH+EaMyzVwGge1PHyVW9qfL6kP/78xSu/XgHNp+6KmlsC7actWu7/cu92HMhx0FvaQxGE4p1xso7EnmBTF9U00MgIiIiIiInmFwlIiI7giDgQk4JViRfworkS5b2zELzTNCoILWof6eYYNzcrbHddQzGymeufrfvMgDg2Z+OIjW/1OMxF2gNlu1uTazJ3kd+OFTpuSZBwKu/HcfyPRed9tl/KQ+HrpjrzD6w8gBGLdyB89nFSJMw5oasWGdEib7+J6iv6xQl+Rrqs787bJcX2c/WJiIiIiKi6uX1Ba127dqFu+++2+Gx5s2b46+//sKnn36K+fPn2x1PSUnx9nCIiMgDvx7NwKu/W/9ONpoEfLTVOjNUrbT/3dyUvrF2r+brKkmuHryUK9q/aclufDkpEXGNHc+EdeZ82YzacnJZ1WpcHkktwPqjGQCASb2a251fqjfiwe8OAAB+m9oXR9MKAAC3fJEMANj0WH8EemHRovpMZzBBpZBBJpPBYDRh6Ef/QiaT4d8nroHCizVJa4uIABWyi/W4NaGpx9eQ556FKi0ZQVtfdng8clkvXH3gEARNuMf3ICIiIiIiabw+czUxMRHbtm0T/ffRRx9BJpPhkUceAWBOot588812/YiIqHawTawCECVWASDYzz6RWF4iAAAmJpoTSiV6EwTBeWmA138+atf29p8nqzRWAHhi9WHL9qSezXGgbIZpuZT0QpfnqxXWH4cXsktwIqMQD67cj31lyd/UfK3l+PULd9qdP+yj7TC6UQKhoVp3OA0DPtiG3u9tRaneiJwSPUyCOWlvO+O4Pin/cghy8L3irsivByLkr6cg1xVY2krb3yzqo7q8w+PrExERERGRdF5PrqrVakRFRVn+CwwMxJw5czBu3DhMmDABAHDixAnExcWJ+kVFSX9tjoiIqodKYf/jQyaTYffTA7H76YF4oG+spb33e1ux6sAVh9e5oXsTu7Zj6YV4+dfjVRrP5Tzrq/mPXNMKfhVm1k5esc/l+bbHb12WjEnL92H/5Xw8/N1BmAQBty1Ldnm+SQDuWrHPrTIItU2p3ojv/7vs0/IGb2w4YdkeuOBfFGmt5QAu5pTgtd9TLInsqvhy90X0fW8LrtayhcsEQUBhWdI4UK3w6rWLez0h2ldmn3DSk4iIiIiIqoPPa64uXLgQJSUlmDFjBgBAp9Ph3LlzaNOmja9vTUREHnA10xQAnh3a1ukxmcz82nfF5Ovbf55y3N/JdX47lmE3e9aVxGYhAMyJVbVSjo8mdLPrc7VQa9cGoNKFtL7de9mtMZzMLEK/+duw+VSWW/1ri4+3ncPcv0/jgW/3V9s9b7VJVt//7X78ciQdD393sMrX+WjrWRgF82xifS1KbOuMAgxlU1fdmrmqL4Hq0r+Q519A0D/PQ5F1HLKSbLtuhX1fgMkvTNSmyD3jjSETEREREZGHfFogLjs7G8uWLcMzzzyDsLAwAMCpU6dgNBqxYcMGvPnmm9BqtUhKSsJzzz2H6Ohoj++ldFD/rzZSlCUcFA5mfZF7GEPpGEPp6nMMi3XOX9Pe/MQAhGhUlV5DI9jP1rtSUIrY8ADLvkIhh95oTkCFaJTILxXfd/2RdLw6uiOU8spjLC+r2RkbEQClUo5ercLx5eRE3LPiP0ufAr0RjR38rHj2J/vSBLb2XcpD+6hAnMx0b8X2l387jn+fGuhWX6m88XX4z0lzcjmjUIfMYh2ahGi8MjaPyOHWn7cj/edvw8bp/RAV5Fd5Zxu++F7Otyl1EBKgqrQGcPjH7UX7/ke/cdjP1KIvFMGNRG2aE6tRMmoBIKvZv4vq49+JfLZsOBhD6RhD6RhD6RhD6RhD72AcpatrMfRpcvWbb75BcHAwJk6caGk7ccL8+pq/vz8++OADZGVl4b333sPdd9+NtWvXQqOp+j/q5HIZwsMDvTbu6hAS4l/TQ6jzGEPpGEPp6mMMCyssDlXujt6xaNkkzK1rOKo/OufPU1hwRyKig61/z6ekm2tJdmwcjD3ncuzOMSiViAp1HOPjaflo3SgQpXoT9l7MAwBEhPpbfh50U4uTwJoAP49+Vmw57Xgm6i09m6Nr0xC8WqFurN5oqvafSVK+DtMLrDN6R39qrid7c0JTzJ+YAFkVFwZ79ocDOHAxFxufGiQ6N0CtQLHO6OJMs1wD0D7Gvdg5mmF99GoJxraIcH/ANrz5vVxSluhUK+SIjAhy3dmod31cEwqU5gFJDyKky1CHXcJz9wJthngwUu+rL38n8tmyYWIMpWMMpWMMpWMMpWMMvYNxlK6uxNCnydW1a9di7NixooTp2LFjMWjQIEREWP/x0759ewwaNAh///03Ro8eXeX7mEwC8vMdJwNqG4VCjpAQf+Tnl8BYi15hrEsYQ+kYQ+nqcwzPp5kXg4oJ9hMl3oa1jUBOjnuzNx3ZeSYbvd/8CxN7NMMLI9pDoZBj9b5LAID+rcLRv1U4PtgkfsX58LksaGLtV0L/50Qmnl5zBL1bhuEWm9XYc/JKLGOUAfj+/l6Y+HkyBABXc4qQE+h61u2v0/qiUaAavedtcXj823t7on1UkGV1+4s5JXZ99EYB3+84ixGdPH8bw12++jr8af8V/H0sA1uevMbtc0r1Rvy41/znOffXo3iwfyvLsZbh/jhWyaJiADBt+V788ECSW/c7fdX+a1FXqqvy16gvYni17OtCqZBVOp7An++D2sVxbevrUDxyvnmn7Fp23xFf3YycJxzXNa4uteHvxJAQf6/NbuCzZcPCGErHGErHGErHGErHGHoH4yhdbYhhVZ4tfZZcPX78OC5evIgbb7zR7phtYhUAoqOjERYWhrS0NI/vZzDUrS9Yo9FU58Zc2zCG0jGG0tXHGGYVmhcHCtUocUNcND7fdRGA+e9Zb3zW7/Zdxj8nMrFhen/LiuqtIwIwoHUEJvdsjqR3rYnNHWeykdA0VHT++exiPL3mCABg9/lc+CutJQiGtosUjbF1eABaRwbgTFYxSrRGu/EbTAIaB/shrUCLh/q3RFSAGhCApbfHY8rKA3Zj1yjkEEzWeppNgh2/gv78T0exp10jh8d8QcrXYdNQDa7k2S9mVaA1uH3N0Yt2IrPQuqjU5zsu4L7e1kXNtG5e59TVIlzN1yJYo7QksMvllugRpFZAqZAjr0SPWz7bY3d+fone4zh483u5pKy0hkouc3lN9bm/oD6zweW1Cns9DZMb4zLojUAVZxr7Qn36O7GufY76FPuawhhKxxhKxxhKxxhKxxh6B+MoXV2Joc+KFyQnJyMyMhKdOnUStb///vu47rrrRK/zXbp0CTk5OWjXrp2vhkNERG56YvVhAOZk1r19rAmyhLJFo7who1CHY2kFlv0YJ0nKiosBbTyegVu+SBa1bS57bT+hWYjD19j9yuom6ir8xjO9QIt+729FWtns3F4twizH4puFYtmdCXbXah5m/1rKX9P7ORx7XaGSO07I9WtlP2MYADILtTCV/Qx/4eejSHp3iyixCgAVX9g/k2WeAfjJrd2gtLnf8smJdtcf8ekOLNp+TtR2KbcEIz7ZgUdXHQIAzPjZcZ3cK/mOFy2rbuW1hCsu7FaR6vJ2l8eLej8DU0hzu/bcm74FABT3mG5tNNjPoiYiIiIiIt/zWXL16NGj6Nixo137iBEjcPnyZbz66qs4e/Ys9uzZg8ceeww9evTAwIHVswAIERE5ZrL5xVdGoQ7+KgX2PDMIe54ZBKWXi4nf+eVey3azUGv5mAnxTSzbm05liX4ZN2v9cafX238532F7eYJLZxSn/A5dEfdXV1i8RqMSL8r1ya3dHF7fnQW+arPcEnHNz9euN//s3nEux66u6eoDVzB60S70eW8rBEHAXyeuOrym2uZrxXbWakSAGn9O74dv7+6JPc8MQsfoIIyOsy+f8EXZbOlyPx82v9lSXlu3/P/looPML9Z/vvOC8w9ajfLKYnq1SOe8kyBAfe5Pp4cLBr+F4h6POjymbzEQmdMvoajvCxDK6rvKdQUO+xIRERERkW/5LLmamZmJsLAwu/auXbtiyZIlSElJwfjx4/Hoo4+ic+fOWLhwYZUXziAiIu8qKLWucv7icGlvE3x8SzfMuLYd+ra0zoCce1OcXT+5DPC3SWS+MLw9FGU/Dg5eyccdX+21O8eRH+7r5bD9YFkSdcY68yzLNQdTAQB6k3gmq1+F5KptXrFbkxDRzNaKVtzVAzIAt9gkhh0tuFTbCIKAPJs/84gAFQq11oWnjqUXYvH2c0h6dws+3noWc/48ZTnW+72tTq/bMdq6ENDJTGut1TaRAQhUK9EuynxcJpPhtes74eXrOrgcZ1aRNQGcXSxOWO56eiD6tHQ8y7amTP/xUNmWAGXmYcBgX3YhfOVwKHNPOzw/b9RilHa9G1BUkriXySCog82buspr2hIRERERkff5rObqkiVLnB7r168f+vWr269REhHVR1vKXrEHgLHdm7joWbneLcPRu2U49l7MtbQNaW9fh9TkIAc5fWBrLNhyFgBw+moxNp286vDccm/e0AmtIgLcGtdbf5xEUmwYDlSY6RoZIE5ktYywlgD4+NZuLn8B2DE6CLufGYRCrQE/HjAnb6/kl6JZaO1e3dJ2wTIAeHhAK3SJCbbs3/P1f5btZbvFs0kdeeemODy/7qholrDtLFNnMXTUbDAJUMplKNYZ8dNha032zAJrcvWBvrGQy2ToEB0EHEmvdHzVoVRvTU7fr/gd4d8vh65pX+SN+9HaSRCgzE6x7BrCO0CZc8Kyr2vr/uKegioI0OYhdO1tKOkxDSXxU6R9ACIiIiIiqhKfzVwlIqK65UxWEV7fYE7wtAjTQO6ltwmeHtoWQ9pFWl6r3zCtb6XnhPmLE53PrTuKJTvOi9pW3Z+EiAAVmoT4YZiLxKsjL/16HBllicUJ8U2wbFIiwgPEa7arFHJsf/Ia7Hp6oGhmrSsam9mvW05nV2lMNcFYYXatRilHx5ggj6711JA2lnIAepv6tjvPmePQKdr5dUd1si8NMPzj7SgoNWDwh/+K2tMLrQnhKX3NNYHbR1lnyhZqDahJpTZlEF5WLQcAqK/sFPVR2CRWAUDfrPLvCWcEtTmuiuJ0BG171e3zZKW5CPltCtRnfvf43kRERERE5MOZq0REVHcYjCZMXGZ9/f5irv1rzJ6KCvLD3Ju7WPYjKiQxX7nevj53sc5o17Z4uzi5Ghvujx/vS4JMhirXg80u1lvKAPRoHooujYMd9qtsQaKKbMcR5l+7f8QKgoCxS/eI2tQe1NW9vnM0WkcG4LaEpth3yTxL9Vh6IQRBQEpGIZLLZq42samrW5GjP78inRHPO1i4qjwpPrhtpOW8njYlG9ILtHYLoVUn25mrjmgOfoHgrS9Z9nNuXQ/Noa8s+wVD3q7aDU2eJZMDd8+D35nf4Xfmd2ROv+TRNYiIiIiIiDNXiYgIzheDqg7dmoTYtd3QJcblOe+NNSdrgzXKShNpPZqH2rVdySu1vK4erPFNIu6tjSd9cl1vcbQ4WEJZrGxnglbm9dGdcF+fWCgVclFy9tt9l5Fu8wq/WuF6JvSfj/TD0tvjRW3JF3Lt+qWVJVejg/1E7eFls51ty1DUBNsFvNI0bS3bYT/cAAiCKLEKAIboeAh+1u+B0i6Tq3Q/u7qtJtfJ3XLyosrLKMhKcxD2/fXQHF5RpTERERERETUkTK4SERHySsUrxi+8rbtP79fYJjHWKtK+VmqQnxI7nhqINQ8kOTy/UZDaYbsj82xmzToSqqlk0SAPlRpM2HUuxyfX9oY/UjIt2+H+KmyY1heNAs1xdZSQBoABrSMsSUwA6FAhCauyKYuQmq+F1mBN9M0e6XrRqlB/FeKbhSJQ7boEw8WcEgBAdIWvAY3KfG9HNXyrk21ZgLDwKMu2KuMAoj5p4fCc4h7TYQxqhuLEaZLvLzMUu9mx8rIfQZtnQZV5CMGbXwCM+kr7ExERERE1REyuEhE1IFeLdEh6dws+2XZW1F5QKn612PY1a1/44b5eWPtgb5ydMxoKueMkj1IuQ/MwxwtCNQlx/op5RbYzUyfE2y/SFerl1/dtZ30+uuqQi541q2cLawI10E8hKtdgqJCh3PnUQPwxrR/mj+8K2yMV+9nOTl257zLmbz4DwJyU1bhZt9ZPaf9ocm9va1Ly75NXAdjPXG0UaN5ffyQdglBzGdatNovCyWWux5E/8lMAgBDQCNl370RR/1lVvl9Rz8dF+/LiTCc9xfxO/2rdEawJYeiKICu+CggmaE6tq/J1lRe2QnllN5Tp+wG9m4leIiIiIqI6jMlVIqIG5PqF5oV1vth1EbnF1ploOSXW7Yf6t/T5ODQqBVpGBDhdPd7WnmcG2b2mXnHBq8osmRiPu5Oa44GyBZBseXvm6tAqLq5VU2zzjxX/FEbHicsyKOQyhAWY42S7WNWjA1uL+oVX+HPJLDSXBVBVUhLAVq7N1+J1naLw/LXt8PCAVnb9kmLDRPuHUs2lLY5nFOKNsoXZasIXuy5Yd1zkVjMfOgFt+xutDR4uIFfc+2kUXvOqZd9/38dVvobi6jHLdqMv4tHoiwREfSL+Xon8qnflFyrNQ/CaiQhfMx7hP45B2JoJVR4LEREREVFdw+QqEVE99c/Jqxi7dDcOpzqup3q12FoP85cj1vqLtyY09fnYqioywP0yAI4kNA/FY4PaICrIz+51cm8vfmSbfBzSLtKr1/aWDccyLItPAUCgWhyD7k1DMH9cV7QM98fbN3YWHbNdbGxgW/HnaxQknk1abtOpLIftjthOhv2/Gzrj1oSmUFaY3RyqUSLKyb0A4OcjldcT9RWd0fwBeseGAXLHs3VLOk0EVPblMDwiV6Ikfopl1//Yd5WeIisVl6uI+P46yAtTEbj1FcgMzhezU6btc33h0jzRriqz9s7cJiIiIiLyFiZXiYjqqefXHcXlvFLM/OWYy35agwkXyupYBvspqzwrtLoNkzgz9JFrrLMtdz89UOpw7NzcrbFl21jTBUCdmP2reDGrWxLsyyUMaBOBH+9PwrUdokTt5a/jO1ugylG93mvaRHg6VId+m9q30j41URrANvF8Q5cYCErHZS20nW6priE5JHPwur7fidUIOPiZy/OC/3zC9YV1LANARERERA0Pk6tERPVcar4WRpOA4+kFonaD0YT9l/JwzQfbLG1L74iveHqtYFs39a0xnV30rFz56+Sx4f5ulSWoqmah/nhuWDsA9jVJa4OKScf/3RSHG7o0dtLb3rs3d0HfluH47I4Eh8d7tgjDzqcGimZAPzGojdvXf3VURwDA66M7Ou2jUtg/vrw7Vrxw2dH0Qrfv6S2ZhVrL9pB2jQCF9RcVhde8iqy7diLvhi+hb1p5criqSuLuBADo3Li2o+Rq0I45lZ5nCrJPwlsIJmDlHZVeg4iIiIiovvHuu5BERFQrVEzqHc8oxM5z2aK2345l4Ju9ly37QX4KtIkU1zatLZ4Y3AZp+VrcltjU6QJY7ooO9sOGaX0RpPbdj8Bgjfl18No4c9W2vi5gfn294mv3rnSMCcKHt3Rz2Uchl2FIu0j8sP8KACAmxPkr/BXd0CUGwztGOVzYypWK5R5e+y0F397TU/LXS1VcLTKX2ogN90eAWgG/M79bjpV0vQtQ+EEX0twn9zaGmxP6isIr5oK6Tn5xIM+/CEW+uS6sMSAGimLXJRQyp55G6Lo7ob6yC8bw9k77ybNOANln7A+4GAsRERERUX3AmatERPVQRoFWtL/hWAYW/nte1GabWAWAQq0RtVVMsB8+vzMBozpHe+V6EQFqqKuYvKsKjdKcXN19IReZhVrc981/uO+b/3Apt8Rn93SX1mAS7Xu75mw5k80M2aomSqvaH4BdDdaz2cWY9/epKl9Hin9OXgUAS5kNEYX7CWaPmMxJc0X+BQTs/dBhF3nhFUQu74fQ9feYTwmMRmH/lxz21Ud1w9UpR8wJ4dbXAQD8D3+JkPX3iVdDAyDPv4DQr4fZXSNnwjomVomIiIio3mNylYioHio1iBOl3+677KQn+UJ5XVIAmLHuKA6nFuBwagHGfbbHLrlZ3arr/razp+VeTLANaut4kbDIQDUWTxSXtfjxQKrX7uuOQ6kFDtsFme8ft1Spey3bgbvegbxsdqqoz+Wdon2ZrgCGSPvyC1mTtiL3tt8g+IUCAExl/wcAv3N/IOqTFoDRnMxVpu9H5PL+DsdkaNyj6h+EiIiIiKiOYXKViKge8mQWar9W4T4YScPUMty6kFHFhNvZrKLqHo7I1tNZlu1PbnX9er8UnWOCAXg2C9WR54a1Q9NQDZ4a4rx+a2LzUIRXWJCt/FX96tCtifkz32ZTbxYADI17+fzepgBx0jlo22t2fQRNmGhf234s9M2vsb+YUiM+T2VfLkRzZAUAIPzHMQ7Hkzn1tKvhEhERERHVG0yuEhF52YWcEtz3zX/YfCqr8s4+cj7b8ard/zzaH38+0s/hsffGdfXlkBqUID8lmjipM7rvUh4KtYZqHpHVnyeuWraTYn2XUI8MVGP9Q33w+1TvLN50W2JT/DSlN5qHWRPXEARAL34Fv2K94V3ncrxy/8r8ejQd3/1nrjHbMsIfyvT/LMcKhrzt8/vLTOKvKb+zGxC8YZrlFX6ZNh+hv9wt6iMoNYDcviyEoAoQ7Stzz9r1UWUcgObI184H5OsyCEREREREtQSTq0REXvb0msM4nFqAZ386UmNjcPbqd5CfEqH+KgzvECVqf25YuyotakSVe7BfS4ft7286g6EfbbdLAlaH7GIdjqaZZ9KOjjPXr5UXpiLktwehurzD6/eLDvbzWU1XAAj55W5ELW4Pv5PrLG1vjumEYJt7rj/qesEmb3nltxTLdttGgQj/8UbLvjG4he8HYNTbNWlO/Qy/E6sAAP77F9sd17U010ktGDpP1C6og0X7xT2m2V875UcEb5rh8XCJiIiIiOoLJleJiLxo4/EMnLdZzCa/1D7hUR1K9PZlAR6ySfa9NaaT6NhtiU0rdieJAtQKl8e/3XupmkZiNf2HQ5bt8gR78D/Pwu/Mbwhbe2v1DkYQ7BZGqiq/C/8AAEI2PoKA5A8BkxH9WkXgr+nW2dl7LuRWep1inQE/HUz16PvVYDTh3X/Er8DHBFeYtVnhNXtfMIY6TuYrs0+a/59zQtSubX0djJGdAQClcbcj57bfrQcr1oiVK5H58Elo24xyen9d+xuByHYQVAHIH/mJB5+AiIiIiGrSpdwS7L2YW9PDqJOYXCUi8qJZ64+L9hdvP18j49h2Jtuu7YYuMZZtGVfw9jm1wvWP2AVb7F+19iWTIODUVWu91/hmIQAA9YXNljZF1nG783xCEBC2ZgJCf7pNcoK1XOCu/0GVtgdA1b++7/18D179LQXf7nV/4bfXf09B0rtbsPpgGlZWWDCuUaBa3Lkavt+KEx9BSde7kXvzdyjuMd3SbiqbhWoKiLa05Q//APmjPxONyxDVFQVD5yF33I+Ob6D0R/71SyE4KCMAAEXXzgUe24vcqSnQtr/JC5+IiIiIiKpLfqke4z7bg6nfHxSt0UDuYXKViMiHNCrXsxd9Zd+lPLu2sAoL/ZBvyW0SVxPimzjs46x8g7cVag3o895WUVuwg9f1I1YOR9THzaHIPmF3TCp53nnISs31T1WXtkKVuhvqyzssbVXmICkrK8112HX5nosuL7X7nPmXEV9V0s/Wz0fM5Qbm/n1K1L709nhoVAoYAxsDAHIm/OT2NSVRB6Jw8FvQNx+Aon4voqSrub6qzGCeSW8KsJYCMYa2cniJ0rjboW/qukZuxdqu1vuXlRKQ18zfeURERETkuQmfJ1u2v66BN+zqOiZXiYh8SGsw4fl1RzF7/TEYjNWTSMstsb7anNg81LKtUTn+K79ZaNVeWVaf/QMRX/aG6uI2zwbYQGht/ryfG9bOYZ/qWtjq850XRPsvXdfBMrtTkKvt+gf//YxH9wnYMx9BW2bbtcuL0hC5YgAafdYN8oIrCFt3p+WYTJfv0b3khal2bTKjzmFfV7OEBZskrdyNGaZ3r9iHpHe3OD3epbE5ySjXmj+Xyb9Rpdf0BXlhGgAgMPkDqE/9AtjERlB4Xqag8JpXHR/gbHgiIiKiOsv235CNK5a4okoxuUpE5EWtI8WrbK/cdxn/nLyKDcczseF4pk/v/d2+y1iy/TyuFlmTKP1aWVeDd5Y4qmpOJPTX+6AovIKwdbcDQvUkjOuiAa0jMKhtJJ4d2hYKuQyx4f52ffTVlHCvuKhTQjNr0l3beqRdf1X6f4ChxK7dJaMWgbvnwf/QMijT94sO+R23vmoe+VVv0bGA5A+rXhpAMNldBwBk+mKnpyzfcxG3f5mMnGLr98e8v0+hxzvWsghKhetvhtwSPY6lF7rso1TIAaMeMoN5LIJfiMv+vuJ3bqNlO3TDVMh01nGbgj2vsVzS/QFkTd6GrElbIVSszUpEREREdd76oxk1PYQ6h0/FRERe5Oq3fAv/PYf0Aq3H1z6Smo9F/55DqYPFqrKKdJj3z2ks3nEed3y519JeWd1PANBJeDU9+I/HEPVxc4R/e63H16iv/JRyvDu2Cyb2aAbAcQmAx1YdwsWcKiYxXdAbTdh4PAP/nLyKk5mF2HUuB4IgYGCbSFE/20Sv5vQvDq8VsvFRxzcxagGdtXYrTEaE/jwJYT9a62yG/zhGdErQzredjtn/+HeI+qQFoj5u7nZCN3D7mw7bZXrruL6clCiqfbpgy1mcvlqMr23qqn733xXR+U1CXM/oXJHs+hWpzjFB5nHoCixtQvnr8tWspNs9on31+b8AmBeyEjThjk5xj0wGU2grmMJaI/vOzdBHx3MBKyIiIiJq0JhcJSLyokKtfeKzXFqBFmMW70JBqWevgr+/6QyW7ryAt/44iS2ns5D07hbctGQXkt7dglELdzo8p19rcxIlVON4ERoAaBZmP6PSKUOpaFdz0lxPUpmdguA/HnP/Og3Qa9d3hEohwzND21razmWXYPzne7xyfaNJQP/52zBr/XE8v+4o7vxqHx5ddQirD6ZCITfPyJTLgG/u7uHW9fzObrBv1JcgamFbRC3pCGXmISiuHkXUpy2hvrAZqqtHJH+GsHWTEPFVX2iOrBC1y3QFCP/2WktSNWD/IssxXfOBlu3Af1+zbMc1DsaS2+Pt7pFdNrNbcDBbNrySusSbTl51eXxUZ/OiUbKy7xNBrgKcLADla4UD/0+0Ly8xL0ygj0n02j1MYa2Re+t6LmBFREREVEcV64wOS159u+8yinTVU8KsPmBylYjIiw6lVl4/8kKO81eXXTlwxXzt345l4Jm15kRWar7zmbDXdmiENpGB+PG+Xlg7xf4V6mWTEjG8QxReGdXB7TEock47PaY5scbt6zREPVuEYfNjA3B72UxWb8ssdPy18Pafp7D6oLk+6aMDW6N9VJD1YIXFibRtR6Ok270AAGNgjN21oha3t2yHf389Ir6zLylgPrdxVYZuoUrdDUXBJQRvekHUHrhjDpTZKQj471PR6+0AUJT0lGVbVqFMRYiDXyr8fCQdh1PzUaK3n0msN5qw92Iudp2zX2TLJAg472KW8Ue3dMMd5X+2RvOfhaCwr2dbbWQyZN29y7IrL59Nq/S83ioRERER1S9/pjguXffeP6cxZvEuh8fIHpOrREReYjQJcFSx8fM7EkT7Vawu6ZEezUPxwnBzIqxlRACCHKwM36VxMObc2BnNQu1nrqpP/4pGn7aG5vByUT1Mud51vckq185sYFROyjScySpy2F4VtkXoncmrMGtakSNe6V7b8lroYoeajxWlAyYDwr8ejKiPmyMg+QO3x2IMby/eDzLX+NQ16QNDWBu3riErm2kJAP6Hv7Jsy4vE9WMNjXsgf/h8h9dw9HUPAPd9sx8fbjlj116oM2Lq9wfx6KpDohIem05eRZ/3trocb5+W4ZZFwmSmsj+LmkyuAjAF2yfypSxmRURERET1y3kXE3/K38pMyy/FTUt2Ye/F3GoaVd3D5CoRkRf8fSITfd/fCgGADMDoOPPrwdd3jkb7qEBR3wse1Ng8dMW9FdXv7d0Ce54ZhEUT4xFWySvOroT+/hBkJj2CN78I1aV/Le0ybZ7L85RpyR7f0ysEATA5L81QW7SssLjVxGV7nfR0n8FUeWI7UK0Q7fud+V3cQSlekC1kwzQoc82zlQN3zXV7LDKjuHyEqazGZ3Gvx5Bzxz+4ev8BXL1vv8trNPo8HrKSbKjPiMsTyEqzLdtXHzgMyJXQN+lrc9w669TZIm4A8OOBVLu2k5nWJPfbf560bD+37qioX0SA+HtLoxQ/TsmMZaUH5DWbXAUAY0isaF/gzFUiIiIiKlPZ+rpGk4Abl+xGar4WU78/iEKt41IBpzKLkPTuFty9Yp8PRln7MblKROQFM34+ZtkWALw4vD0+GN8Vs0d2gLpC4qWqNVeLdAbc/+1+l30C1QpMv6YVpg9sXaVrO1Rh9qki76xl2//AEpenltdgrSnhK4eba4Ce+Q0w6io/oZxgQvCfT8L/v4W+G5yNpbcniGqveoPB6Dq5OqRdpKgkgTJtHwJ3z7PsG4ObQ9vqWggK66Js6nN/VmkM+mhzjdOKr+5b6rHKVYBcAcE/EkJAI5S2HVPxEiKNPu+O0N8eELUpCswLUuljekDQhAEATCHNLceDtr0KeYF1oapfHupT6bj/b2xXu7aKCVRbv0/ti62PD8DS2+Nxc9fG9vfQm2cAKIrTHZxdvSouNmWZVUtEREREDZ7J5t9+FSdiAMD8zeK3vb7Z63iB1zu+Mk8WOZZeiGJd7Z/s4m1MrhIReZlSLoNGpUD/1hFQK+V2s+fynfy2z5ny+qrODGgdgU2PDcC9fWJd9nOXTCeeJWu7ArvgF2rXX9tmlGVbkZ3ilTF4RBCgLLt/6G8PImLFALsFuJxRpv8HTcqPCNr+f+brpP+H0DUToLq8wydDDQtQYWSnKK9eU1vh185D2kWK9ufe3AX+KusDk22i3KQORvbkfwFVAPTNbGaBVpKIMwY1Q+b0S5b/Cge+bj5Pb/N6kc769SMziuvClvR8tJJPZS/kj7JznMxK1aSsQvh3Iyz7McF+DvvZSmgRZtdmW5vWr+LMVJn5ezy+WShmX9cBoRVmiYevGV/pPauLISZBtC/I7B+aiYiIiKhhMtq8/VbkICm6ct9l0f7Oc7mVXjO7uAqTXOoJJleJiLzszp7NXR7ffjbb5fGKnJUEuC2hKfY8Mwjzx9vPupNCViIeX9D2/4M81zx71XZWY7mS+CmWbXV5MlIQLLP3qovqyk7RvqIwFYE734FM60ZJBZvamGHfj0L4jzdCfWUXwtbealfj01siAsSvjJsk1qs9m2WOd5fGwfjh3l6YM6azy/5+Zzda7x0QBcjLkm6VrG4vyK2JxNLOE8XHVOayAor885a2oB1vWbbL67mWMwa7/l5xxRTgPDktr6R8ha13bo5zWAtXb5OsDrBJSn9xZ4LL69nWiq2N9C2uqekhEBEREVEtYazwb5Cmoa5LSLVtJC4jJggCsorEydQ8N9aCqG98klxNT09Hx44d7f5bvXo1AODYsWOYPHkyEhISMGzYMHz11VeVXJGIqO545JpWLo8fTi3AppNX3b7eyE7Rlm3bV5VXHbjiqLvnBAEhv01B5NcD7Q6pL20FBAHy4gwAgMlmBqu+aV8UDnjZ2llXhKhPWiBqcQf4Hf/Bu2N0IeS3KXZtAQcWI/yboQ56i4V/f71l2/IKe5nKSiF4S8WHEkdK9Y5fsTEJAt79x1wb9UhaAVpFBkDpZPEsy7U6jHV+zNXr+oJ1DMUVZp4KKutsT2XqHsBkgP/hL60dKsw2FTRhyJmwDjnj17ocqyMFw95zeVyZechhe4/moXjnpjjLfpcmIQ4nwepskqvl24snxqNrkxCX97Wd6a2PSXTZt7oUDH3Hsm3yC6/BkRARERFRbWI7c3X6Na2wYHxXjO3WGFMHtHTYX2sQvy339p+nMGqheJJLbhXL4NUHPkmuHj9+HH5+fti6dSu2bdtm+W/06NHIycnBfffdh9jYWKxatQrTp0/HvHnzsGrVKl8MhYjI52xXaf9tal8o5M4X0SlXcYEcV2xn0H18S3fLdlxj10meKhEERH3Swn6BozLBm2ci6pMWlpmphYPfhj6mB/LLE1w2rxqH/3iDZTvkr6e8N8ZK6Bv3ctiuKE5H5OcJdrVky8kLXSep5cWZUofm1Ac2s45HL9olOmY0CZj2/QH8mWK+/4mMQgxc8C+S3t1id52v91hrH4Vo7GeeNg+z/w203KYuqqzCImBCgLikQEncnQCAvNFfQCbYPFApxLNvBZV18Ta/079CdWmbZd8Q3sFuDABgaNwDhia9kHPb7yjsN8thH7tzwttD8HP99a/MtCbJX7u+IwJUCnx0SzcsmhiPIe0i8eqojvhwQlc0DdWgnU0JgLjGwQAAnc2DY/liYe6UGJDprQvWGRp1cevz+Fppp4nQN+6Fkrg7AJV/5ScQERERUYNg+29XoyCgZUQAZo3sgGtaRzrs/9uxDFzKtT7vrj5ov0jsj/uvQJD4Vl5d45Pk6okTJ9CqVStER0cjKirK8p9Go8H3338PlUqF119/HW3btsWECRNw7733YvHixb4YChGRz/3fhhOW7SAHRcABIDLQftXwtPzK64HqDCZsOG5Orr0wvB2C/KzXn9LPOzVWAUCZsd9he0ncHQ7b9dHdkXvLOmg73wYAKG13o/VaOacs226tli4IohXePVU+q7a0/Vj7YyVXIc875/C8oG2vuryuJmUVlJmHELBrrtNreKp/6wjR/oUc64PKB5vPIPliHl785Ri0BhMmLbeuvLn5lHjm83tls1YB4PM7Euzu065RoLjBUALVld2W3Yp/zoJS/LpP4dB3kPnIBehaj4Argtp6H5mhBP5HVlhvGd3d0SnW41FdUdJjGgyhraz37TcTAJBzyy+ivvkjP7Y7X9disGg/+J9nLV9Xo+NisPnxAejT0jxrUyaT4YYuMejbyhx/uc1DZYco82co0ZvK/m+0/IbeUeK6Iv/91ueZor4vVNq/WsgVyJ2wFoVD59b0SIiIiIiompXojU5LkNk239Pb+u/LtlGBDnqbjftsD46nF+CTbWcdHt92JhsDPtjm8Fh9Vfm/EjyQkpKCtm0dr4KcnJyM3r17Q6m03rpv375YtGgRrl69ikaNGnl0T6WybpSPVZS9pqmo5HVNco4xlI4xlM42hptPW2ssBmqUkDl4x9jR69wHUvPRPCLArt3WKpvfBPqrFfCzSd6G+Ksq/7vPUAqZtgBCoOvFk5SGAru24mtmQ1CHAEe/tTum0ARBbnvv0MYOr2sKbeF0jOUxDNw8C+oDy1A04n3o4iYCggD/ra8BJj1Khrzpctzl/DfNgqr8NfCAcOib9hYlDwFACR1MDsbid/rXSq9fXjYgMPkD5Dx+2eliSp6YnNQcK8pmnk74fA/m3NgZo+JikHwx19LnmgoPJzvO5SAsUI0uDl5RbxttnYW58t6e+GH/FUwd0Er05xD46yOQl5iT9tpud0OfcJ/ouFwQv8pjPmY+Lsjkltmrdn+2CusMWdvEKgBoez3i1s/qohu/gP+u91DS91mYItojp7f9oleyqI52ZQ9Khv4f1F+JS1qE/Xo/Cm77yeX9yr8ONz1xDYq0evx6pCxJbzBBqZTjap454R2kViDMwS9JKvI//p312kERLnrWL/Xx5wqfLRsOxlA6xlA6xlA6xlA6xtA7alMcs4t0uO6THejZIgwLb48XHfsrJdMy8/SJIW2gsfm3phLmRV0rlgEod9eK/1zeV28UJD1L1aYYusMnydUTJ04gPDwckyZNwtmzZ9GyZUtMmzYNgwYNQlpaGjp0EL8aGB1trieYmprqUXJVLpchPNx5Vr02Cgnha3lSMYbSMYbS2cbwhm5NEBER5KK32NIdFzD5Gse/iCq3bNdFy/bguCaiVckjwwNc/9139Cfg+7vN208fA0KaAmc2AV/dDPR+CBhtM4ut4ppNIc0QMPw54L+vHV46LKYxoKrwqvmot4HfxTP1FILB9RiLsqA+sAwAEPjHUwjMOQwkf2Y5rOk1CWiR5Pz8cge+sJ7T5Xqg0ePAT48C5/+1tIcGKgDbsQgCcPov8XVkcnNsetwNLLwGEOwfJsIDjICmrOasyWjuo1DZ9XPX9fHNLMlVAHjx52Po2S4KJzOLnJ6z6kAqVh1IxcD2jbD8gT6W9vE9moni3Tc8EH07VUh8l+YDZ/+w7PoNfQp+ERX6xN8E7LfWmhX9Gd61Fvj5cWDM/Cr97A1t39O9juE9gHYr4CqNGd4ozEFjd2DwC8Dmty1NytQ9bo+xVRPzn+muS+ZfNBhkMsj91Pj52DkA5tmulV4r84Rot649m3hDffm5wmfLhokxlI4xlI4xlI4xlI4x9I7aEMdfUq7CYBKw63yO6Nnmn5QMPLvWWkYrPFhj9+xjm1jt3zYS209XbeHW//vjFN4c1xUaleO3O91RG2LoDq8nVw0GA86cOYN27drhhRdeQFBQENavX4+HHnoIX3zxBUpLS6FWi//J5OdnrmGm1Wo9uqfJJCA/v3pXpfaUQiFHSIg/8vNLYDQ6/g0AucYYSscYSmcbw76twrHzXA76tQxFTo7jhFiYvwpFOvHs1XNZxTh9KQcRLmbD2ZYO8BdMKC60vjYeAMHp/QAgvDyxCqDo8EboOo5D+Fc3mxt2L0ZOv1cBQwnUJ9ZBnnMatj+28kcvhTGnCLKYQQircF1dm+tQVGgEIL630r8Vgiv0NelLkedkjAqFHCE754sbbRKrAIDPhiNn6nGgkvqatkv05ESZV0NX9JuNkPPWhaoKrmbC4G8di+LyLoT8OMGyr48dhMLRiwF1MCCTQT75H4QuF79qDgC5mZkQgpSAICB8QTNz2327IYQ0dzlGZ+QG+4LvI9+3r6vqyNaTV3G10Pqzc3i7SJdfEwAgy08V/ZnmFehgklU4J7QHVDcug+rUr9AmPgSj7TXDewF3bzdvO7iXo+WSioa/B10l46qM6M/Y2bUSHke4TXIVAHIyMgGV8xniFf8+NOjMNZR/PnAFP9ssGlegNVQa26CfnkB5mj3v3h0wSfzMdUlt+LkSEuLvtdkNfLZsWBhD6RhD6RhD6RhD6RhD76hNcVQarf8GzcouhFwmwy+H0/DS+uOifpezilw+6+46k4Xv7uuFiV8kO+2TFBuGPRdyLfur9l1C8xA17u1T9XJ2tSGGVXm29HpyValUYteuXVAoFNBozLOaunbtipMnT+Kzzz6DRqOBTideEbk8qRoQ4Pr1WFcMTqYq11ZGo6nOjbm2YQylYwylMxpN2HnOXNdRJjj/u8h2Fca7k5rjq7KZitd+tB17nhnk1r3kANRyOR65phWUchlC/ZRu//kZlMFQ7RMnLsM/aOqwb+b0slmUBhOgCkPWPXsgK8mGMbITZIYSCOog87EKTIEOkouGUtdjDHe8CqWoy8JOyJx6xm7xJFv66ASoMvYjb/QXlvsZwuOgb9wLqjTzA4As4wggKGBo0guQyaG6sk90jZJOd8CgCAKMAgABcpPjH6Sm0iKojyyA+qI1ARq09k4UDn4LwRsfQ+HgN6FrM6rSz1VOCfdLDPRoHop9l/JEbXcusa7OGRcTVOnXhEIrThjpoYbg4BxD7HCUxA4v23H/7wlDZGcos46J2orbja3SNVzRN+rq8jMag5tDUWCdCaw4+Ru0HcZVel3L34cOylGpoccTLS/CWJwI9fm/AZMR2o7j7frJCq1TwHWBLbz2meuS+vRzpa59jvoU+5rCGErHGErHGErHGErHGHpHbYijn01ysLDEAJMg2CVWAeDGLjGun7EFIELj+m29/90Yh4Op+Xhy9WFL2webzuC2+KZQe1gioDbE0B0+KV4QGBhoSayWa9++PdLT09G4cWNkZGSIjpXvx8TE+GI4REReIQgCMgrsZ9iXryAe4GQxK8C62jhgXY3cHd2amPtO6Wv9bd99fWJxV1ILt68BAJDJEbjz7cr7OWAKagJjVBdArjAnVp31C2kJXbMBAIDsO/4x39ZYyRsJbq4i2WhpV5fH5SXmBZ4Epc3827JFfHSx5tmnQdteRfia8YhYbh6jouCi6Bqmip/NyarqEV8PQtDOt6G+vN3Spsw5hdC1E6EoTkfob1OgyD7p1ucCAKXCmlydEN/Eab/4piH4+JZudu0n0gsBAOH+KgSqK/+dqcwgXkhNCHBdj7eqciass2+Ue142oSJ9s/4uj+dftxDa1tdZ9lVXdlXp+goH9XT/1TyJ6emz0WhJZ4RsnI6QPx9H4I634P/fQnNpiDKGKPPXaWn7m6t0TyIiIiIiX1DYLNyqNRjx27EMh/2ig/zs2l4f3dGyvXZKEkL9Hf9b4+NbumHPM4MQrFFiQOsIqBXi5+kFW854MvQ6xevJ1ZMnT6JHjx7YtUv8j5nDhw+jXbt2SEpKwt69e2G0mZq8c+dOtG7dGpGRkd4eDhGR1yzcfh43LN6FJdvPW9rS8kuRXpZw7RzjPGlqm1z1q/Bbuw82m3/YlOqNeOW341ht8ypyeZ2b7s1cvxZfkUwrnt2oObKi8kQngJJOE6t0H/FNZcgb+x0yp1+Cyc9cv1JmKIUiK8W8Ov3l7fY1TH991r1LG8pmWxpKoUzbC5gMUFw9ChhKzNvlMxXl9glu9YXNon1FwUXIijMhLxY/WFRMHJsCGyP/2vnIu+FLZD4iTsRWJCj9IbOZ8hi2eqxbnwsAVDa/TR7W3nnd8QNX8qFUyBHqZMV6d38bLC9Ks2xnT3Kv/ECVqPyROf0Ssu61eWXICwuA5UxYh+KEh1HU+xmX/QwxCcgfbZ2lXXFhrcpUHOrndyQgCjl2/QL2fYKg7f+HqE9bImjTCwj/ehA0J82LZ1WWACYiIiIiqg62c1m0BhM+rJDo3DCtL/55tL8oCVtuZMdo9IoNw83dGqNZqD9kMhmigsRvE96W0BS9W4oLg/1wn3jNjB/2X0F95/Xkatu2bdGmTRu8/vrrSE5OxunTpzFnzhzs378f06ZNw4QJE1BYWIhZs2bh1KlTWL16NZYtW4aHH37Y20MhIvKqz3deAAAs3mFNrl7/qfWV7IgA57PzmoVqnB5bkXwJOoMJNy/djV+PZmDOn6cAAEU6A06ULWqkrmIdwYqz9fzO/enWeYWD/q9K93FKaf3NZ8gf0xGwfynC1t6GoM0zrX2M1hIxhvD2lm1dC/syCeXHg7a9hvBVNyPq01aI+G4kwleOML+mXX7JYPfqnoatvRWykmxRm6NZudpOt0DX6tpKk4MyQ4loX14hue2KyuY3u67+nJ8a0gYAsGFav0qv4/J+qbsBAMbAxjCGtXF3mFVmCmyM7Nv/Qta9e71yPUPjHiga8BKg9u0iQxUfLLs1rfwXG/5HVkCZa31QNYa19vq4iIiIiIiqynaSz/nsEpTorZNdfnu4DyIC1Ajyczx5QyGX4dNbu2P2SOui9KvuT8JndyRY9vu1tl9xoWmoBi+OsP77blx352/n1RdeT67K5XIsXLgQ3bt3x5NPPolx48bhwIED+OKLL9ChQwdERkZi6dKlOHv2LMaNG4ePPvoIzz//PMaNq7weGhFRTTFVeH39m+RLmP+neGVwmYsE3P/d0AnD2jfCskmJUDr4reCAD7Yhu1hv2U96dwuGfGh97VxVxeSqIu9clfoDQFGf552+Cl9VgsKaXFXkXUDgrv8BEM8iVGQetd57wEvIuns3rj5wGHk3fYPC/i+JrqfMOQlZ8VX4H1kubs87h9Bf77fsm0LsyyUU95hu16bMOQX1FWti3BDeHsbQmkmIBdisnqk1mLDmAfFvelffn4SZI9rjtgRzjVyFXIZ1D/a2S9ir5G5+jRjNX2f6pn0ljNrNW0V2hCmwFpT8qThj2oUAfQ6ukR8CAMtDoT46oUq3MwU2rlJ/IiIiIiJfsP137KOrDlm2FXIZGjkoBVAZf5UCrSOs6yV1jHZcNq5xsPXa7pQuq+t88gkbNWqEOXPmOD3evXt3fPfdd764NRGRV3yz9xJUCjluLUtofbHrguj43L9OifaHtHNd1qR5mD/+d1McAPHiVu5qH1U2W08wATJrEk1eeAWqyzugbX8zILf+lS44Wfwp695kRC7rZdde1OtJFPd8rMrjcsomuWp5pb9M1Mfm2aUlvR61tOlih4pmh5Z2uhVB298QnRf8j+sSAsYgx78RLer7AgL2fez0vLzrl0LX+rpKZ6eWdL0H/oe/dNnHExqb5KpGJUdUhYecFuH+aBEuTno3CdFg7ZTeWJ58CQvKykoo3Zi5KtMVIODAEgDW+qANQfjXg1Aadwf8Tv6MvJu/haCx/w17uVu3DcetamClYQjaNFsMAFDknbUcLxg8B8GbX3R5PyOTq0RERERUCzj7t+eD/WIdtrsjWKPEOzfFQQDs/u1Srn/rCMt2VrHOYZ+KTmYWolBrRKNANZbsPI97rmmDjuHO3wCtTep/+piIqIryS/V4f5M5YTW8QyNcyCnBwn/PuzxnzpjObl/fUT0bV5qHaeCvUsB/38cI2jEHgjIAhrDWUF09Yu305xPIvelb6FsMBACoL22zu05hv1kwBTZGceI0BPz3qehYcR/3ap+6zY0am/7JHwEATEFN7foL/hHmRbEEIyJWmlesr6y0gaBy8rp4Za/0G3Vujbdw8JsoHPgaAnf+D4bIjlBd2gFduxsQ+svdjk8w6gAnSe6K5t0ch1NXi9C9aYhoBnTzMNcPE7b1e92Z3Ry06QXr8NwsoVAfKPPOIWiH+Ze+AXs/MpcXsFWSA7/9y2Fse5Ol6XblJuyRARAEyPTm8hxZ9+wBKiwIVlHO+DWAKsBlHyIiIiKi6uAsuXp7j2aSrjvUxVoR5R65phU+2XYO64+ko1/LcFzXOdpl/zu/2gfAPLHoZGYRDl4pwLqHegMwz8CVe2EdB1/xelkAIqK67ny2tX5mkc6IKSsPVHqOsoqv7VfF6Djza9XlySGZoVicWC0Ttu4OyPPNCy/5nfnd7nhpxwkAgKL+s5A/7F1fDbfK5IWOC5wbI9rDGNnJ7esUDP+g0j7aViPs7xNShd/aypUo6j8L2o63oPDad6GLHeK0a8Ce9yEvcK94++B2jfBA35aWxOrrozuifVQgvrgj0eV5tnVWVXIZAnbNReB253VzyxdcAuDTequ1Qc6EnxwfsHk1SpF9AurD3wCrHkTA5pcQ8ufjlmOXhEaIvPg71Gd+g8xkMJ+qCoQptKXTewrKABiaJDk9TkRERERUnYyC4+Rqdbyqb1sO74MKC2mVyyzU4qvdF7HtTJal7WTZuiOXc0vQ853NOJFRiD7vbcX/bTzh8Bq1AWeuEhFVcP+3+y3bBjde4b+mTUSlfVwZ3iEKf57IdHo8Osi92Y8AELm8H3Jvdlx2xfZVaG3nicDf5lXXjSHOk0W1QWHfFxC082279pJu90LXYjAgk0HXYqCoFEFF+ugEqDL2oyR+CmAywO/CP5ZjhsiOng9O5jypHrj3QwTu/RCZ0y9V+bLXd47B9Z0rr1WqNVhriZYW5yMw2ZxglhemoWDEApfjM0ZI+Nx1gKFxTxQOeBlB/74ubo+xJqwjvh0mOqa+sNmy3Vx2Fdj2uOi4oAp0GtP8a9+Hts1oqcMmIiIiIvKa8pmrHaICLYsl39y1ekpY/Xgg1bKdWei4NMArv6Vgz4Vcl9eZtNw8o/WnQ2mixbVqE85cJSJyoURvrLTPi8PbV9rHlTdusM7OnDmiPXY/PRChGuvvvuKbhgIwL7rkjrCfJlq2Cwe8bD2gUDk+ocJK995SHP+QXVvm9EvImrRV1Faa8KDL65QkTrNrM4S3Q+GAl6FrPQK6VsNdJlYBIHf8KmRN2gp98wHQtb1BfFApbREv28+Zdc8eSdeqqogAa+K9INf6217NybWI+iQW6tPrLW3qirOZ5QrUd6Wdb7drU5WXzHDyW3xnBIWfJWbaVsPtjms73QqonZSmICIiIiKqAXqjeTJG4xANdj89EGseSMKskdL+/equST2tpQfiGgc77FNZYrWuYHKViKiCzjHWFQ/vXvGfZfvBfrFYNLE71jyQhP9mDMG5t29A8nODER1c9VUWR5XVmxnUNhJKuQzPDG2LxGYhGNIuEjKZDNMHWleubxXhD3n+JciL0qp8H22b6wEAhsg4u2P66Hhzn4rJRi/Rtr1etF+c8DAAwBTWGplTT1vaS5PEswPtyBUo7jFd1JQ/arHb9UwBAAo/mMLMMdXFDrbeu6xUghRFfZ9H4YBXkDVpK0xOFtWypcw8jPCVI6HIlv5aS48WoZbt+xPsH1hCf38YstJcwGRE6G9TLO3OZjfXN4JfCPJGLRa1+R/9GgG75kGmza3StWRGrWU7/4ZlyHzkIop6PQkAKPLmYnBERERERF6SW2IubxXmr4RMJkPzMH/RGg++ND6+KVqWLcx7NK3A0p5VpMOR1HyczSp2dqpTpW5MfqoJLAtARFRBq4gAHEsvtGuf0q+lXRFthVzmVumAimZc2w5JLcIshcBv79FMVFT85m6N0TxMg07RwQjYPc/yundFmY9cBEwGRC1s7fC4KaQFsu5NhskvzO5Y3pjlUJ//22fJVUOTJOTd8CVMmjAYw9tBUIdYDyr8UHTtXAT6ySAERAI2r7c7orh6VLRvdHMWryOmoCa4ev8BQOHnfBGsqlBqUFLJ7FsIAkJ+fQDykkyo0s0J+4hvh3lUMsCWRmWdfRosFDnsE7T1JcgqzE7WNx8g6b51ia6t/av6gcnzEZg8X9qFZTIU93nW+4vBEREREVGlMgq0eH/TGUxOao4uTmZFNnRLtp/H4h3mhZlt33irLkq5DK+M6mgpuycIAmQyGW5YtBPGqv8TGtFBatGCvrUJk6tERBWUOkj0fXFngldXJwzyU+Kmbs5r3chlMiTFmmukOkusAjCvcu/kdf/y2Z6mQMf3EfwjoO10i5sj9oyu1bXOj3WdhMDwQCDHcVLQlgwV/kwk/lkI/pGSzneXrvlAAObFrfzObbTvYNQ7L9fgBo3Nw0WrK+sc9lHknYcqfZ9l32Sb5KZK6aPjoco4gOw7/q7poRARERERgP8u5eGh78yLDv95IhM7nxoIhbz2riRfHQwmQbSA1ImMQktiFTD/+7MmtIoIsGz3fm8rHuwX61FiFQBeu75Ttc26raramfIlIqohgiDgn5NXRW1+Sjm6Nql9CamCwXMs28Xd7rM7XpT0ZDWOxsds6mNmPnyyBgdSOfEr4gIgCAjc857DvjJtnqR7lc9c7SY7gz4FGyztJXF3WLaNIS2ga9LHsp/1oHgWMDlXOOAV5N66HpnTL8EYUTuL5xMRERE1NOWJ1XL7LuXWzEBqgZxiHZLe3YJ+72/F9rPZSC/QIundLZZFoMqpFDWTlAzyE6/zsGTHBZf9+7Y0TzC6oUsM5t0aLzrWPEzj3cF5EWeuEhHZyCrW27WtndK7BkZiJivJEu2XdL4d/sdWAgAMjax1VIsGvgZD457QN+4FU0jzah1jdSjpMgnqi1vMSUKJC1D5mikwxrKtvrQN4d+NdNo3ZOMj0HYYj9I4+4WX3HXu7RtgmtcZKKtkYQhvh8Khc2GM6Iigba9Cc/InS9+SLpM9vk9dZgxpCUX++co7VmDyj/DBaIiIiIiIvGPkpzst20+sPuy0n1pRM3MrZTIZujcNwcEr+S77rXkgCc3D/HEmqwibTmbhzqTmOJWnFfWJ8WCtk+rCmatERDYEByuINwqs/vo05QL+W2jZzh8+H0XXvGLZNwVEWzvK5NB2GFsvE6sAoGszGtm3/4m8m76u6aFUqjTuDuia9bfsK7OO2fURZObf4Kovb0fwP9JrdsoLr1i2cyeYywNUTMwDgCLvnOR71UW5N32D0o63IG/0FygY9H+iY4YmvZyeJzioVUxERERENSspNky0rzN4+J55HZdRoK28U5manPWZkmG/nomtzY8NQPMw8wSaNpGBuL9vLIL8lPC3WV/i+Wvb1dqSAACTq0REIp4sTlWRPP8iQn+6HaoLmyRfS1aabdnWdpgAQR2Mki53oaTbPTAF189EqkMyGYyRnQBl7X0VxELhh7wbV7jsIhPEq1zKijO9dnvBz1zCwhCdYHfMENnJa/epS0yhLVEwfD50rUegtNu9yL5zMwBA16w/Cm79CbhjpcPzhLrw9UZERETUgBiMJuy5kCtqK66lK8j72uFU17NBbXVrWnNl7rQuFi8O1SgRoFY4PGabSu1TVi6gtmJylYjIhsHT6tpl5AVXELm8H9SXtiHsZ+mvYMuLzfVfdbFDLIs4FQ6Zg8JBb0pe1Il8SFG12c4hGx+p+j30JaJatABQ2mGcZdvRYmLli5w1dMbwtsicfgl5Y783fx+1v85yLG/UYsu2oKi9rx4RERERNUQrki/ZtZXo6m9yVW80oUhnsOzbvmk542f7N+QqmtI3FqvuT0KguvZUBV15T0/L9pND2jjtlxgbjiC1Aq0i/BEbXrtLw9We6BIR1QJGiTNXQ9dVoXamyQDIXf81LDMUAwBKO90mZVhUA0rbjoHm9C9u9VVf3lFpH1nxVcgMxTCFxEKZmoywnyZCG38vMMxaVqDUtqZqha+tzEcuMiHvjFyOwlEfA/lp0Dfta9Pu+LfoRERERFQzPt52zq7tvU2nERvuj4TmodU/IB+6nFeCsUv3AAA+vyMB4QEqjPvMvL/76YFOz1t2ZwKmfn8QY7rE4OEBrapjqG7b+dRA6I3WmawJzZz/mamVcmx9aiAMLma+1hZMrhIR2bAtC6CUy/DG6Kq9Rq3MPSPaV+SegTHM/rdxMm0ewr8ZCn3zASgY8WHZzUsQtPVV6Jv0gqIwFaoruyDTlwAAhCrOhKSap21/o9PkqrbN9fA781ul11CmJsMU0hymwMZo9EUCAKCk693wO70eMqMWmn2LAFORpb8+JtHhdUz+UUysVkLfcZz5wU1fbG10UIOZiIiIiGqXIp0RD353AN2bhmDp7fEY8ckOtI4MwMLb4qGQe/YMXKg1QK2QQ62suRe+39x40rJ9/7f7Rcd6v7fVsh0RoEKp3oRivRFTB7RElyYh2PrENdU1zEp9fVcPTFq+DxPim0Ahl0EhV+CF4e1gMAqWWqt1HZOrREQ2DCbzb8Wig9RYO6U3VFVcVVHXfCDUl6w/6AJ3vo38steM/Q8shbw4E0X9XoT67EYoijOgOLEGxUlPAQDUZ36H/9Gv4X/UftEmvp5cByms9TqLezwCmIwI2L8I+kZdkD/yYyhyzyJipc2r+4IgSoAqMw8jfPVYmNTBlkWqAMD/8Ffi++w313c1BkTblSPQthoJv3MbUZz4sBc/WD0nqrPK5CoRERFRbXG10LqA04iOUfgjRbxuwcEr+Xjzj5PIKzVg/+V8HEsvQNcmVa81evuXyTh91fwL9z3PDJI2aA+l5Zfa1ZZ1ZtFt8cgt0eNQaj7u6NHMtwPzQIfoIOx48hoobf5tPSG+aQ2OyPuYXCWiBk1nMIl+G1leFkAhl1U5sQrYL4AjqIKgPvsHQn6bYlnESF6UBlVqsqVPxNdu/MDmzNU6R6a3ropZ0vUemPwjYYiOh67FQEChhjGyI/TR8VBlHDB3MpQCKutvblVlpQLkugJEfDu08hs6+BrJH/kRVBkHoG/SW9qHaUhk1u97k39kDQ6EiIiIiGwdS7c+X795Qyf0aRmG/7OZ3QkAPx1Ks2yr5J7NOi1PrALAh1vO4LFBzuuC+sqjPx5yu2/jED+0igyo1WURlB7827ouqd+fjojIhUu5JRj04b94+0/rD+TysgBKD18fkZn0on19dDxCf71PtDq8JmUVFPnnq3Rdrlpe9+ia9oOgDIAudghMwc0ApQba9jdB0FhXusyd8JNlW335X0n3c1g6QhUAfbN+rB1aRbljliN/+HyYQlvV9FCIiIiIGqy9F3Mx85djePi7A5j71yk8vfYIAKBdo0DIZDLc1LUxAp2sNA9Y30qsCoNRfM5Xe+wX0KoO53NK3O6rUfFZv6YxuUpEDdL+S3kY99keGE0CVh1ItbRPWWmeRXgxt9SzC5sqrFQpeGflSlNAlFeuQ9VHCIxG1n37kDfmK+edbBadCl1/r+iQKnV31W7I2c1eo285FNqOt9T0MIiIiIgaLEEQMPX7g/gjJRP7LuXh+/1XLMfaRAYAAGQyGTY9NgBD2jl+20hnrHqJp/c3nbFrS8kodNDTt1wljW0tvK27j0dC7mBZACJqkKb9cFC0n/TuFsQES6trKtMVQF6cIWoL3vqypGuWM4XEeuU6VL0EdVCV+ssLLptnuQomhwteZU49i6iFrQEAJr9QmCI6QJlqXjGUdXmJiIiIqL4o1DqfpNKtqbiOavuoQGw6lWXX72JOCRKr+Kq8bRK33P5LeegYXbXneqn6tYrAnycycWOXGARrlPhm72XLsd8e7oNGQXz2r004c5WIGqTy1/9tpRdYC6TfndS8StfTHF2JRks6Q5mdUuWxaFtfJx5bZGcUDHz9/9k76zC5qa+Pf5Pxmd3ZWatu3d3dnWItUAr1QgXaQvHi8sPlpWiFUkppoQKUQt3d3d13a+s2PpO8f2Q3M5kkI7uz2vt5nj5N7j25uZPNZG7OPfd7+H1LS5KMqDyTNWA2vx27oAO34XZIGytUSJl8AymTE5E2/jQc9R70qiORqwQCgUAgEAiEss/lVDNe+Edec7RP/TjB/uh21RBnEI+Fc+yuoM95MSUX/5y4LVl3IaV4I1dtTjc2XeCSdXWsGY3R7aoJ6nVBRrUSig8SuUogEO4p7mTb8NDPgZdbD2kZWvbCyK2vFqg/rFKP7IFzET+T+8HMeHQ5XJXbQXPRkx3eXm9QgdomlA1YH8mH+BkJYJU6GWsIEi5566yytCrsfSMQCAQCgUAgEIqbJ3877Lc+3idqU6tSYFqfupi24oyg3OYKXqJt+IIjgv2aMTpcS+d0T1ecuotr6VbER6jx2YONQFEFy88RLEdvZvHbsQY1Yg1qKGmKDxAyqIkrr7RBIlcJBMI9xew9wSWS8v3BDhVnhRZB2VEuC0BRSJl4EenDt8FVuR0AwFHDkx3eZapTqL4QSjeMxigqo1weAXtGGw1GE4W00ftFdorsG55jnBZRPYFAIBAIBAKBUJbYdy1dsrxJpUi/x/WsG4uXetbGnCda4IlWXKBMpjX4yFVfXutdV7B/4lY2Nl9IRapZvMLsRoYViw4nweYseL6NLRdT8duBRDjdDP7xygnSsiona1DAfMuEYoK4uwkEwj2F3IzSoKaV8M6A+nAxLFiWhbIQv15ZD/wGV2xDzxJvH9LGHkLs/LbCQpUO7mjPDzirjkTquJOg3A5AbShwXwhlgABaqRlD13E6rBI4GjwK7eFZ3HbNvmHvGoFAIBAIBAKBUJw8v+yUqKxZ5UiMaJuAN1aeRfVo6RVeFEVheBtO2m3lqTsAgCVHbuKVXoEDVdwSknFVTVpJ23VnkzGibQJor+jVx+ZxORAYFhjZNjR5OYCTAXg9L+r2x51X+fLOtaKhyHsv/WBgQ7yz+iyGtQ69fULRQyJXCQTCPYVOJa1P06gSJ1CupCmoFKE/GhkNN6PoqNoJjpp9wERWReq4k8jt+gHsdR4Q2hoqgdFxOkHuCHn5AVYbDcZQMeS+EMoW/pbzswqNrGMVgKBOkXVV1o5AIBAIBAKBQCgLxOiFY+MGFSLwy7CW6F0vDrMeb45fhrUM2MalVDO/zbJix6kvSZlWUVlloxYrJrQXlX+/4yo6TN/J7ydmeI6du9ezStLqCD6K9dk/T0iWe0fe9msQjzXPdMTUHrWCbpdQfBDnKoFAuKdIzvUkrZrzRAvMG9YSU7rWxKBmlQvVbr5GprnL+54ybTSsLcYj+76fRPaZg/+Evc79yHpwQaHOSygHKDwDyMzBfwnrAgwGWaVnRp0xFO4eJhAIBAKBQCAQSprmVYSSWd892hQURYGiKLStboJJFzjPQPsa0fx2li2wNIB3tCgA/De+PWiKQmWjFotGt5Y8Jl8CwFsf1ZznUD19OxtN3l+HH3dcCXhuADh9J0ey/L0B9QX7sQa1IGKWUHogzlUCgXDPkGV14sD1TADApw82QquEKDSrYsTYDtULJQMAABTjBCAfhejtBAMAd0x9ZN83B+7YhoU6L6Hsw9JeSakUalhaTOT3KUas6SRAqQVajQITURnm9i8XVRcJBAKBQCAQCIRiQUlzbqqutWPw8xMtEGtQBzhCzJAWnqCDO9m2gPbVo/WC/QqRHtmuevEReLpDNdExOXbOafv7wSRR3f/WngfDAr/svSGq8yXXLu38rWzUoE4ckYcrKxDnKoFAuGfoO3MvLHkzjHUL8EOlvr4F8TMSYPrnUcA3eZCbc656RyF6w2hjQz4f4d6AzZOUAABQNMxd3gmtgUE/ImvcYUAR+sCTQCAQCAQCgUAoTTjcDACge51YtEyICmAtTSWjlg+eyfKT1Ors3RykWxz47+RtQblv4M2krrUEDlsAMNvdcLgYXE33vBfqVDRcbgYXU8wIlkWHxc5ZAEi3OINug1DyFElCq8zMTEyfPh3btm1Dbm4uGjRogFdeeQVt23IJXJ566ins2bNHcEz79u2xcOHCougOgUAgiKgSJS1Q7g/dUS5xkOr2Aej2fAEM/j+uwmkB7cgGIIxCFBJY64dwj0IrkHXfT1CmnoGrQkuALPUhEAgEAoFAINyj7LicBgDQKAsXC+jKS1L1057r6FCTkwnIsjrRd+ZeAMCotglYeEjs2FQppMfiAxtXxN/HPU7YXIcL7609J7CxOhlcTrP4HuoXjVI6J8hb/eqF1A6hZCkS5+rLL7+MlJQUTJ8+HbGxsVi4cCHGjRuH5cuXo3bt2jh//jw++OAD9O3ryWysUgXWzSAQCIRwoZb50cyHzk4C5cwVLNtX39zLb6surwXAOVfVSbv5ckYnE6HKMgXvLKHc46jzABw+ic8AwNz+1RLoDYFAIBAIBAKBUPy43J53pjRzAHmsIDl7NwcuhoWSpnjHKgBJx+qQFpUxqp1YAgDgtGDnj2iFF/85hUyrEx+uv4CrXo5UlYKC081i5MIjIfUvOceTE6RzrWjsuZoBAGhX3RRSO4XGaYEy4yJc8c1JsEcBCLsswPXr17F792588MEHaNu2LWrVqoV3330XFSpUwMqVK5GWloa0tDS0aNEC8fHx/D+TyRTurhAIBAKP3SV0blIBfjBiF3ZEzJK+oKzczKnKy7EKAIqcJODiRhj+Gw1F5mUAXGZ3qHSS7TH6+IJ2nXAPY206uqS7QCAQCAQCIQ83w+LvY7ew6XxKSXeFQCiX5Hjpj9avEFGoth5oUhEAF8Ha6ZudyLYFXmb/cLNKflc4NqkUiUwr185VnwhVqTy0MfrAQYRX8mQFXuxRG/8b6AnsidIWbwCiacUwRP/1AOJnVgNcgXVqCULCHrkaHR2NOXPmoFmzZnxZfma37OxsnD9/HhRFoVatWuE+NYFAIEiSbnHg9RVn+P3FY9r4P8Dt+eFV5CRBv/klaK5vEdv9MQRqAOprmwAA9pr9ZJu0tH0RUWvHwdzh9ZD6Trg3SR13EpTDDFYXU9JdIRAIBAKBAI+DJh+Hm8H9jSuWYI8IhNKL083gmaXH0aBCBF7vyy1v33g+BW6GxX2NKkge42JYbLmYyu93qBFdqD7UjhEmqRr7x9GAx7jcBZdyy5ch8EYuWVU+m86n4NCNTABArVg9TDoVlo9rBwBQF1IWIVRUdw7z21ErRyLrkb+L9fxlnbA7V41GI3r06CEoW79+Pa5fv4633noLFy5cQGRkJD788EPs3r0ber0e9913HyZPngy1uuDJOJTFfOMVFIWCFvxPCB1yDQtPeb+GSZlWfLX5EsZ2qIZWCSb8tOc6jt3kNFEjNUo0rBTp93jK6REgN255BYq0c36svTBVl30WMfUHIrPGWbBqI5RkmQWA8n8fFoqIWACxAZeXkGtYeMg1DA/l8TqSseW9A7mGhedeuIZbzyUL9t9fex4PNK0EBR2ecd29cA2LGnINC0+4ruGOK2k4eTsHJ2/n4O37GuBWlhVvrToLAHh3zTlEaZVYNLYNqkR5Vv21+2KboI3C/g6nW4WRqomZgaMx442aAp131tDmmPTnCVG5w83CxbLQqqR1Vd/MuyYAEBfJnbtmARIvhxv1rX0lPg4qa9/nItFc9ebIkSN488030b9/f/Ts2RNvvfUW7HY7mjdvjqeeegpnz57Fl19+iVu3buHLL78s0DlomkJ0dMnfgKFgNEovHSYED7mGhae8XsOxi47heGImdlxKw8kP+uMfL+HxSK0y8PPiyl/8ZtCOVQDayvWh9dt22XpOFRfl9T4sTsg1LDzkGoaH8nIdydgyeNLNDkTpVGFzMJUk5eX+LUnK8zU0SXy2TtN34OIn9wvKWJbFsiM3kRCtQ8faMlr8fijP17C4INew8BT2GlKqDH47OtqAVj6O0yybCw/M3o9rn3M5B25IJIEq7O/wtktpIR/TrFZcyMdserk76laIxBduFq8vOyk20KgQHRX4eratFy+b3KrQOK2AUhuSlmppGQeVle9zkTpXN23ahFdffRWtW7fG//0fl/jlww8/xOuvv46oqCgAQP369aFSqfDSSy9h2rRpiIsL/WZmGBbZ2aFlZCspFAoaRqMO2dlWuN0kwU1BINew8JT3a3g91RN5OvUPoaC4gqaQkWH2PURA9MoXCnReS24u7AHaJngo7/dhcUCuYeEh1zA8lIbraDTqwhbdQMaWwXE+ORdP/noIHWpEY/aTLYr13OGkNNy/ZZ174RomJueIypxuFqlpuYLJheM3s/DqX8cBAAdf6w4lHdxz6V64hkUNuYaFJ1zXMD3Lym/3+nKrrF3+e9m+C8mydQVlfKfq+N/a86LyevEGfPpQIxxNykKPunEYkJfkyqRTBXXO30a2wpjfPRIDsSoaGRlmGJXSjsvRc/fjz6fbBWzXkmNDUYw8KEsaon7rBGfVjjA/vEDaxpYJk09Z5q3EEpUoKw3f51DGlkXmXP3999/xySef4L777sMXX3zBL/lXKpW8YzWfevU4DY47d+4UyLkKAC5X2Xp4ut1MmetzaYNcw8JTXq8h66UmvtVLtwcAKAR+Xrj1FaCwiH/gU8cegfb832DVEYjc/pao3lapI9zl8HoWNeX1PixOyDUsPOQahofydB3L2ucoiWv/15GbAID91zPK3PWSojzdvyVFeb6Ge6+mS5bnWJ2I0Hheq1OyPZm/91/JQIeaoelGludrWFyQa1h4CnsNrQ43v301Xd5laHO4oaQpXPeJXF37TIeA59eeWYLIra/C3P4VWNq9JKqP10vLTjapFIma0XrUjOY0WR9vWQV/HbuF57rVDOozN64YiZUT2uOhnw+gTbUo/hidV9Tpc91r4ccdVwEAF1PM/OeUY0SbhCK7Z7UXV4Ny5EJ9dROyJM6hSDuH6CV9ReWmOU2R0+tL2BoPL5J+BUtZ+T4XiXjBokWL8NFHH2HEiBGYPn26QEt11KhRePPNNwX2J0+ehEqlQs2aNYuiOwQC4R5DQkucxx7Eg9khk5iKNVSAtfVk2JqORubThwBjVTARlfl6d2xDyeMIBAKBQCiPuP394BII5Yw0s0Oy3Op0C/a9x5ozdl1FptWJA9cz8MmGC7D52BII5RVHkM6wbBuni3r2bi5fNqx1VcRFaPwfyDKI3PoqAMBw4GtJkyaVpfNs+MoFvNq7Dv4b3x6DmlWWtJeiklGLg690x+yhnlUb9eMNiNapAACj21cT2O+4LC1RYFBzDtlHW8ic22WF7uhsKDIuBd03XxitV/SpW/wc0x/+QfbYyK3T+G1F+kXAWTZW9ZQEYY9cvXr1Kj799FP069cPzzzzDFJTPVFjWq0WAwYMwKefformzZuja9euOHnyJL788kuMGzcOERER4e4OgUC4B8nxk5Xxbo5dti4fZbpQZ9XadAyszZ8SlLGRVYCXzyArwwz63AoweumslwQCgUAglFcYljhXCfcGNqcbR/OSowKAXqWAJc9Rej45F/FejiCLlwP17N1cPPDTPjjyMpBXMmowrmONYuo1gVByRGjE2qELRrbCaK/l9AAw7LfDSLd4Ek+9N6A+HmpaKWD7mvPLhAVOC6DS+/RBiS1TOuOhn/fD7BVJO7xNVYEdTVGoEqUNeM5AqBQ01jzbEVTe9qiONbBw33WuexLOZqeb4fulkUkeZTj4DfRHZgJ7PkbKlKSCdUzp+WyUywpWoYbm/N/QnVqI7AGzQQXhMNWenI/IHe8AANJG7wcTWVVs5LJBmXISroqtAbqItGNLMWF3rq5fvx5OpxMbN27Exo0bBXWPPPIIPv/8c1AUhYULF+LTTz9FfHw8xo4di4kTJ4a7KwQCgQBAOAAOBtWdw4L93B6f+LV31H2wQP0iEAgEAqEs4ya+VcI9wlteGb0BYObQ5hj7B+ckemn5aRx8pTtf9/XWywJbh9cXJdMqHwBAIJQnNp5PEZU1qBCBrwc3wScbLvAOVW/HKgBoVcE55YybhTIA6pt74ajZR2QXqVViQqca+Hb7FdSK0aNvgziMapsQsH31lXVQpp6B4eB0AEDKs1cAhbTMgDfeS/8/GtwUq07cQobFiUyr53NmWBw4fjMbn226yJdJOVdVN/dyjtV8HGZAHXqSKRaePlEuG9Q3dsC46UUAQOxv7WCvNcDv8ZQ1nXesAkDsgg6Sjt6oNeOgTtwOAAV3BJdhwu5cffbZZ/Hss8/6tRkxYgRGjBgR7lMTCASCJN6O1WYyy0N4SBQOgUAgEAhBwRBZAMI9gsvrXt85tYusA+hqmsWvBNWKk3fwSq86Ye8fgVDaOJSYJSqjKQrd68Si27Md0X76Tsnj5CI4BbDi71jU6jFgdPFIG7VbFME6vE1VtKtuQu1YPZRBJieKWjte2K+LK2BvOCSoY73pXicW/528g0OJmXiidVUwLIv+s/aJ7PQSz5SoVaMF+xF7PkZuz89C7gPlfb1cVhg3TBLUa66u93t83LzmQZ0n37EKAHBaAZUu6D6WB4pEc5VAIBBKE5884NFCNeXp4MhBWVP91hMIBAKBQOAgsgCE8k6W1YmVp+6gQiS37L9v/ThJx+qNDC4z+vGbYoeSNxanm3xvCPcUlSI1eLhpRXz3aFO+jKLkEzsF41yN8Iqi9Ia2pkB9Y5uonKIo1K8QEbRjVQpF7u0CHfffyTsAPDqvmy9Iv2uqJT435bIK9nWnFxaoD2A8EfOq24cCmttrD/RfX+d+YQHLgLJlCIqUmcII/nsB4lwlEAjlmp1Tu6B/Q48earMqRr/2lI/It72mOHMigUAgEAgE/wkkCYSyxM0sK7ZeTMWtLJug/J3V5/Dh+gu8g6RVgkny+P9O3kZqrh2n7uQEPNeeq+mF7i+BUJrxTv7WsWY03h3QAJ1rxQhsnu9WS/LYysbA2qe6Uwtk6yjGKVsXNBKRsdpT8wu0wrF73Vh++0hSJi6nmkU2EzpVD7ndkGA9qziNm1/0a8qojcjp9RUsrafAGS8dsaq5vEawH/N7V8T90kxQRpvvFqyvZRjiXCUQCOWa/OiCJWPa4IUetTGijX+NHcrNJbxiVBFIG3MA2Q/ML+ouEggEAoFQJiEReITyQLrFgcFzD2LaijN4evExQd2+68JorLrxwuXG+Sw4mITH5h3inbAAsPfFrhjrkzEcANadTS58pwmEILicag4YTV0U3Dfbs+z9+e7STtSR7RLwf4MaY/XEDoLyqj6JpfSHvkfkphd4h6ciTah/zGijBfvGDVMK3G/+nPu/EpUpzHcRvaQv1Nc2h9TWBwMb8NvPLD2BvdeEz5ShLatgYueagNsO/f7/g+7obIBloEw+Idme8s6RkM4PABQjnXsk5dmrorKM4VvAak0wd3oTmY+vlm1Te/I3ztnsdkKRfUNUH7V6DCh7tsSR5Zewa64SCARCSdOuugkHb2SiXrxH8LtOnAF14oIQAM+PXFWowURUKaIeEggEAoFQ9nGT0FVCOcA7kizN7MDq03dhlUmEGmfQyLbjmzxVqaBhcYjbMWr9S1QRCOHiyd+4JL1rnumA+Aj5e7cokbvfaYpCj7pxonKFV0IosCwM+78EADirdICt8XDELOknPIASxwsqU06B0USBcuTAHdc4tA6zLAyHf5CsUqafR9TqMUgdfwasxv9qyHyifCTpzvhEt7/auw7gMCP+Z48T1rDnE1Dw/L5amj8N/Yl5AADNlTVwVWod1Ll5WJlEegph3yytJoExVPIU+Mg3sAoNH4gUueNt0JZk2Os+JHvauLmN76nEViRylUAglDvydVUfblopgKWY/KUkrIIMfAkEAoFA8AfxrRLKA7SPA+GDdefxxeZL+GLzJZGtWuGxfW9Afdk25z7ZAgAwqWvNvHNwSXUAIMfOOTrO3s0RyRCUdlJy7biWZinpbtwzpJkdWHQ4CVnWwi11P5pUPNGrLMti7dnQl4M/1YGL8B7QMF5Q7q3jGbl1GujsREF96vgzcJnqitrTXFqB2IWdELO0P+gQtVIjtr8p2HdWFDsyKXvw15OmKChpeY1ZymWF6b+hwjIIf1ydVTvz24oM8XMpIBKRq5ZWXFIrZ+V2fJkjgByeK64xWNoTn2k49B1ilvg/hrLeOzIoxLlKIBDKFDanGxOXHMPiIzdlbfIzuvr7IZPFnTd4oYlzlUAgEAgEf3jLArT7egc+3XgB2y6SxJCEssXWEO5Z70Q8D/mZxK+UpxsZoVHi4Cvdsf/l7nyk97qzyWj39Q6M/v0onpgfOLlMaeL+n/bj8fmHkGp2BDYmFJrnl53EN9uuoO/Mvfh4wwVcSM4N+tiUXDu//fmmAjjkCsCmC6l4b815fv9/Xkvi/fFM55pYNLo1/jfQk4QYLAvaInTUxi7sxG+nPn0CrMaI7Afni9rTH5nJbyuyrwfZe0CReQW6078LyjKHrED6iB2ifvg6OfWHvkfcrNqgzGLZj08fbCR5vjf71YNp5Uioko/L9imnx6dwxXv0TENaWcmy0O/7EpHb3xBVmTu/DQDIfGSZx1zlf5Wno3ovpE44F/z5AcTNay5yipdXiHOVQCCEzLV0C3JsMssLihCXm0G373fj6M1sTN8qn4Ewf/CqKIhzNS+bovesHIFAIBAIBDEutzC6ZvmJO3htxRmwRIuVUEZwuRksPXoraPsorXB8OK6jdCIalUI8Bj1wI1NUZnMxZVJe44pEUh5C+LmY4rnO/528gxELg9fbPJLoia7Mj5YuSr7ffgVvrRLqoVaP1gV1rIKmUC8+gn93U94+iPiZ1cQSAF6wOi5BFquORMqUJNjrPCBtF2zADMsg5o/ugiJzh2kAALeptsg8ZlFP/r2Rzr4Bw/4vQTEOxM0XR7oateL3yk8eaIhHm1eG6vYBv92yNR0NJrIqrI2HAeCSecXPSIBh72dQZF7xe6wy5QQMh78H5RJGyDsSunl2KBrZfb+DucNrcMU3FbWRNorTz2W0MbC0ewlQ+k845qjSQVTm67AurxDnKoFACAqr041raRb8efQWHv/1EHrP2IN2X+/ApWIcXF30OZfvy5vV6caB6xm4k839gAQTuaq8cwSULZPf5zNMkshVAoFAIBD84pJxoqZZwpCtmUAoBqQcnnL8ObYtnyg1nwiN9GQ8DfEY9KrMcvrMQi75LglyC+isy7G5cPBGRpl0KJcWPl5/ATsvpwW0cxfjJBfDslh4SKytWdC/c8Sej0M+xtJaOpGVMv1icA24xBIdljbP89up406K6ulcLoGdYe9nfpv21XAe37E6+jesELBLbu8oVUr47NEfmYGYP7pDfXk1wLLQnP+HS7bFuBGx5VUYdv0PigzhZ7c2HYOMR5cj+76fBOX2Bo/B0vYFyT4wxgSkTElC2rgTIg1WKSiXDSlTkuCo0tHzOSL9J5QuLxDnKoFAEOFiWGRanLzz8lhSFrp/vxuPzz+Er7YIl0AM++0wHC6mWPrlnYEVAOw+5/3fuvOY8vdJXMib5b2WbvXbnur6VkQvexjRf3lmOk3/PcFtsNKJDAgEAoFAIHC43NK//+fu5kiWEwilDafMPZxPz7qxqB6tQ9vqJtSMEUfhaZTSr9OREpFqclF83pnVSzMfrPUsB/7azwoyf0z+6wQm/3USP+8Nfqk2Qch/p+7g5X9PIynT/3uOt9PeN+I63MglgKtfIaJA7VHO0IN3XBWaI7vvd+K2bIEd0QCnfepN5iPLBM5EVhsNS/OnBTaqu4dBZ16F9tJKv223qBLFb7/Tvx6e6VJT0i7jsf8E+4pcT1S9pdWzksdErXsGht0fwrhpKqJWj0H8rBrQnV0C/fGfYdz0osCW0Zrgqtwu6GRcckg5mvPJyfsbZA1awuvVhiLNUJYhztVw43aAshCtKULZptM3O9Fv1l60n74TADBhqbwODAB8uP58scxALzsuFCT3nTXffEH43WP8zNjS5jswrRoFgHvga87/DXjZKwMssyAQCAQC4V7HO3N6qwTPy2NxLEElEMJBtpfMldpnKf/OqV3w1aAm+Puptpg5pJlAbzWf9tVN/PbqiR2wc2oX7H6hq6Q01S/DWsr2I90i1DDNsjoxccmxYktEFAi7i8HqMx4tyeRcYX9dQb4HnMvTDP1l3w3czi5bybxKG4/8chBvrzorK8PifW/7BqSEm54/7JEs1/lEegcLo/cf1Zn58GLJclpC71SRE5zsh/bCcsG+O7KayMZXHsC4YQpi/+gmsgPj5pJxLZsA5Y0diNQq0ateHCI1SnSvEwvKng0wLqhuCq+b21Qb5rYv8vu2eoM8TUbVhMtUR7Lv+uM/B/p4AABWpQ/KLmA72mikP7lJUJYyJQkpU5Lgjs5LMEYrYa/VHwCgyL4RlvOWdohzNYwoUs8gfnZtxP3a8p4R7SWUP3wdku2+3iFj6WH9uRRMXSY/g1VU5NjduJiSizVn7koOLCbnZWiVwrhaOPNo3PQiNBf/k7EmEAgEAoHgS1ZONr5U/oSfWt/CCz08L525drL6g1A2+G67ZzJ9/aRO/CTB76Na8xIAFEVJOlYBoEaMHpsmd8K+l7qhQqQGWpUCaploVpNOha8HN5Gsm7nrmmC/78y9OHozGxMDBDgUF6N+l9f6PJyYiV4/7MbyE6FlZff9zNsupuLErWxZ+1y7CytO3kG2rezJKBSE03cCrwDYcD4Ft2Sc1CtPeVb82VwMdl8pmqzt9/8U/shrRhst2De3fYF33qVMvgFnNQmHJiCpGao79VtQ51QlCR2djD5OZGNr9ATstQcGbItyZMOw+hng5J+IXP4kwLL4tvFVbBiRgFg2HXFzGyN+Vk2Y/h3KH5P14AKw2mi4KrbynK/JCEG7ysyCRYznowijj4rRxvDb6UPXS9qwGu55qrm8Bsq7R8N27tIKca6GEeNGjyaH+sq6EuwJgVBwfKNDgyUUzaqC0sBnaUm2zYnhC47g/bXnseCgWOdHpZB/xKlSTojKjBuf47ft1XsVoqcEAoFAIJRvGJZF++SlGKrcjgFnXkWTSpF4sElFAMCXmy/JLhMlEEoTNq+IvgiNEnOeaIH9L3cTjTn9EaVTBZ1EVevleJ3iFQQQoZZftu1vJVZR896ac3h60TFJvdiLKblwMSye/fMEbC4Gn268KCsVIkWVKE9inKtpFry24gzGLT4Gl5vBlgspyPTRbp7y90l8tOECXvn3dME/UBnio/Xng7L7abd4yXWmxSmKLp67L/xLs48kZSLF5zzhgHLbBfu2pqO8KuXf75zVuiGn20fiiiC+Q+5on6hQhVpspNQhe6B8lCij5pbb07YMqJJ28eWaC/8gav0zqLyoM2Lnt5Xue3xzAICjZh+4YhvCbagIZ5VOsufKfHiJbJ0ctDV8K6xZfTyclbjP4o5rLG2jjuS3o/9+KGznLq0Q52oYUaZ7HoDuE0tLsCcEQuh8t/0K2n29A19uvhTYOI8/RomzIRYlGT5LprwHej/uvCqom+dn6RXlyA14rpwBs0LrHIFAIBAI9xBX0iyoSqUIyrz1Jz9YG5xjgEAoSSpGctIWVYweiQs6iKQtBaVxJc7ZoFHSGNPes+z4j8NJOHkrG7XfXI1Tt7IFjsdtF0tGci7H5sLas8k4eVs6mnT4giPo9M1OQdnuq/LRkalm4Ti+XpwBNqcb/564jaHzD/Hlr604g9dXnsUr/wmdqGfyIjmP3ZSPbi0qWJbF0F8P4ZMNF4rtnC2reqRWWnvJrviy9myySGJh+UlxsMyp2+HXwp78pzhYJZ9vHxFHkQaLd3Z7VqkHY6gU9LG25k8hfdhW2Ot4cmooJYJqAAAuK+JnJCB+RoIg+ZPTK3o0FGgHd28qUs8IytWJgVeCsioDv53x5Cakjz0sSiDlrNzOs121E9JG7RXUM5ooZPf5Frld3hMeV6ElACC73w+BP0SwUBQyH/sXKVOSZBNdMRrPfcuCCsrJ7TmABZ12HnCXHZmholU2voegbBlINzZGTDb3RTLlnENKgGMIhNLE7xIZHr2J0ipRMVIDo06FQ3lRqvUrRMCgVsDscKNWbHg0XORgWFY0A/vJRunsj7+Pau034kCZ7H+JVfqwLWDVBRNgJxAIBALhXuDfE7fRGsIXpTHtq/ErYLZcTEWW1YkonaokukcghMSodmJ9xaIgQqPEmmc6QEXTIqmB0Qu5pfejFgqX4J9PzkXv+vFIzrHDpFPJyg6EG19naDD4852s8ElM63Az6Pb9bpHdrrzl694SAXK6osXFxxsu4Gq6BVdXFu+uAAC0VklEQVTTLXihR21EaIrWjcKyLP8sfbtfPQxuXhkrT93Bh+ulnbsP/3wA80e0QpM8571cLoz3156DkqbwTv/6slIXweJiWLhl/iybp3SCUVvAZz/LQn1jGwAgu8+3sDccEnIT7ph6yOn5BTSXV3MFjJeDjmURvbQ/lGlnBcdornEaopaWz8DS7sWQz5k+fDtiFvUAAESt90k+Fcz9q5JOeOdN5kN/QHf6dzhq9gVoBRhjNaSN2gPj+klwVmoDc7cPeVtry4lQpF8EozWB1ceH9FnChbfEAQUWumNzYG31TFDHak8vROT2t4DWY4BunxVVF8MKiVwNA6qbexD3SzPesUoglDc+f6gR1k/qhD9Gt8Gsx5vjuW618MVDjQAAn+X9rwpyOVRBORik7ECrqka/jlVV4g6Y/ntCVO6KaQBroyeROv403DH1C9pNAoFAIBDuCZYevQUlJVz6X9moxWMtKvP7hxMzi7lXBEJo5MtXNK0cGcAyfMRHaGDSc46nCZ2qB7Sftz8RP+2+hgfm7MdTi4pPt9DsEEeMLRjpP6LvfLL86rBNF4ShR5dSgs8I/+POa0HbhhOWZXE0KQsrTt3lyxIzrX6OCA/eCcKMWs6R+1DTSjj4Snc+ytp3BeHrK87wDmlvV95THTwTB2vOJGPFqbu4mVX4ZGKLDwsDcx5vWcWrz4WYVHN5rm9hlrGzWhNcUTUBAIrMq1Al7QadfQPxM6uJHKve2GvfJ1jOLkXWA0Id15xeX4plBbxQX98iW2erNxjZ/YNcManSw9pyoiCxFmOsjszHVwscq/m4Y+qVmGMV4P4Gjsod+H3tuT+DPlZ/6Dtu48hvoUW8liAkcjUMeAsR55PMmlC0riYCoWjZ/3I3MAwLUBSUPo5T72VM+UunvCdI31x5BpsupOKj+xvivkb+sz0Gy45LaUHZffOo/yUouuNzRWWOql2QPfBnsBpjgfpGIBAIBMK9CA2xvuK0PnX5iKvXV57F8nERSDAFjsghEIoblmWRaeV0PU0lFGFdNSq478bcfVy27QshOCQLyy6fBEjbn+8CvVqBZpUjcVJmifmCg4l4pktNybqLPn1fGGDVHABkWp0w6VRYcNCTiEelKJq37FSzA0kZVrT0WoK/5WIq3lgpdMRdSbWgUcWidcZ765i2ryFM7vTfhA6+5gCAuzl2jFt8DK0SopCWF3U8ul0CnulcE7/uFyYySsl1FPq5PMNLkm39pI5QUBTWnU1GB6/+ak/+BsZYDY4avYNu1zuzvPcy+IKgzLoGADBufjHoYyg2sG6wo2YfpEy+Ac2Ff+GKawJ3bAMAQG7ndxGxR6z5StszZdvK6f9j0H0ri7Bak2fHR0tXCuWdwwAAhdkzoRH9fVWkTE6UlR8oLZDI1cIi40X3ncknEEozvktHmlWOBE1RUCpokWPVl/z6/DYyLA5susDNMr675hwGzt6H/9tyCSm5gR+m/vjz2K2ANhsnd4LBT0IAAFDdPcZvu/UVkDZyF7IGLyWOVQKBQCAQQkQh4VylKUqgvbr6NPeClGZ2lGhiHgLBF6uTgTNvXXOhIu0KgVZVel/Hf9nncXKtfbYj9GoFAOB6hjBys0KEGtWjOUddQxmno62ACe7+OX6bdxTm43SzssveC0qW1YmBs/dhwtLjfMT98ZtZIscqACw9ejNs53W4GJy/myuSPdhwLpnf9pegV4qjSVm4kfc30ioVUNAUHmku1Cz11WgNlRWn7ggkAWL0akTpVFg/qSM+fbAhAEB5+yAid7yNqFWjg2vUbUf8jATELOnLF7kqtSlUPwsCq9AENgIAioa9waO8YxUAHNV7FFGvyjCs57uf7+yWQ5lyCtHLBiF62SBRnSLrqsQRpYvS+zQvIyjSpcX6VQjtB+SvY7fQ/usd2ONHBJxAKCqcPpk9Q4k2VeTNILnzBgX9Z+0T1KeaHVh69Bbu/2l/gfqWlGlFu689IuByk9VRWmXAqIOIza+Atnm+YzkDZoLJWy5CIBAIBAIhOPIzgitkxrt2rwzsu66k4/jNLNw3ex+eXnSsOLpHIATFtkueJce6EnJyalUK2bopXWtKllsL6KgsDHEGT+b0bJtQLmD1Mx0xNm9V24lb2aJJlCyrU1JbNRhm7b6G+2bvE5X/eewWsvKijqXIsIQ2mTP5L0/Co3l5TuXxS6RzNJy9GzgxrhwMy+LA9QzeYfz26rMY+fsR/OujRztj1zV+W+En0GVan7p+z5efGO1yqkVQbnYU7h76fJMn70WHGiZ+W6XwaAkrU0/7HsbBuBH9ezfEz0iA5vwyvjh+tvyy+oJiaf1cQBtGJ1w276rQosDnC8Yxa2s4FOnDtiKn5xdIH76twOcqK9gaPi4skIgMViXthmnpABjXTpBtR3N+GaL+eQyqpII9S4oD4lwtJN4zK94o2OAfWJlWJ77cfAksgBf+OYUcW9nJiEYoH1xJE/7gPtgk+IyM+T/4LobF/usZfm3Xn032W+/LritpeOSXg4Kyf8a1x+IxwlnMecNa4q+n2gZsT3duKb/NKrVwVgp8DIFAIBAIBCH2POeqUiJyFQCmdq/Fb59LzuWdFKfveJYSJ2VacT3dIjqWQCguftjhiYQqbHKfgqL0c96xHapj46ROaFlVuLrqalrRfm/2XksXBDa8218+F0G+nqe3G9NbTiA1146+M/ci3Ezfelm23ZNJWej9wx5MlHGOSuGtQXrgRqak3mw42HQ+BVP+PonH5h3EpVQztuXJnv26/4bALtIrYZa/VYSPt6yCWY83l61vlSdx8Hb/eoJyhyvw0nd/OL3CVuWCWyiXZ9Wi/sB0AIAi5TT0R2ZAmReFaNz0QqH6EQhV0k7ZOnvNfgCAzEGLkd3vR7gNlZAxZGWhlp4zplpgvPVaO0wS2+jj4I6pB1uTEXBH+3eOlwccte+HpcV4fl8hEb0asf0tqFJPQ5GTKKrLx3DoO6hv75fMnVJaIM7VIoJfJsWyoGzyDqe7OXYM/fWQoOxCSsFnwwiEgvDWKs+Sl51Tu/DLfoIh37l6K8uG5/4+6df235O3Q+rXS8vFM55VorSoG2fAwVe68/+aVTEiWq+WaEGetLFHAJrIThMIBAKBECpWp//IVe/EJr643AwyLU4M+fUQhvx6CHd8lqeGe7kvgSBHqs9y85JmgVeCovgIblxr0qvw85MtBXa/HZB3QBSGTKsT32+/gqnLTgnK+zcURvaN6+hJwjW5KzeRku51LfOjMi+lmDFQYuWat+vq5V51sHJCe7zYozbWPduRLx/dLkGyj74r2FwSz4t5uznH3fFb2Xhr1dmgnilPtK4q2E/KkF82H6EJ/j3Jlx2XOWeq2eHGsN8O8+UOL2dlts2JHDvn3P3q4cYB26RlPDo1Y3R85GrtWIOgzlvyobDQss5Iz2cyHJwOzbm/EfPnABj2fylp7daHJ0+HN7YmIyXL7TX7Ifv+X5A67iTcsQ1hrz8Y6WMPCbLbF5S0CWeRMiUJGS/cAgZ+Lja41+RxKArmzu/yu9oziwRJywCAtoQWgFVaIc7VQrLTLZ08R0M5od72DjTb3kHcL82guLwOALf8+qZXhsEH5+xHhs+Shlw70WslFC/es7X+lidJ4W+pii+3CpmZctnThRA1Z4Tfq0BZIAkEAoFAIEiTr6MqpbkKcGMJ76Wi3mRYnRg6/xDv8Hjo5wO4nMolukm3OHDf7H34dOOF8HeaQJBheJuqgY2KiIRoLb9t0qlw6J2+eK57Lfz9lHDMu2lyJ347Wq+Cy82IZL0Ky9BfD0kmmVIrhS4DqfMOauZZ9RaRF3U5bMFhkd0vw1rij9EeJ3KvurGoZNRiRNsExBrUfODEI80ri47tVS9OoPMJANsuirPJeye82ng+BR2/2YlMq1Oka+qNxkvXVK2gkGqRd7y7fDsRAneypXNQ5GvS7rmajj4zPBG5EZrAgSAKGeemb7I0b6dwvvO2IPj+/cd3qiFp5ysLIJtUysn5RhhjNUFx5qClUtYh4Y6QnuhzG6sDFA1WGy1ZX6QEkTCr3EEr4DZy94n+6GxEbn5ZUO02Vpc6CqxSJxn9C3fpmhjLhzhXC0kDJaeP8rpzAtrZZqC7/Ru+Lur0fBjP/AYAiFk3Hk/OP4j2/7cDXT7fgkM35KNZ7S43Plh3Hs8vO0lm7wnFQgj+URFSztUqUVrMGNIMQ1tWwc6pXfBSz9oAgFvZdl6nLRC+OkkbJnXkxfILAuXI9iko3dkGCQQCgUAoreQ7L1TwvKAr7xwWvDS+0bee6DiAW4rtG1jwyQZOv2/d2WRkWp1YfuKO1KEF416LEiL4JTXXjm+3XcGxpCy+bFjrknOuekf9GTQKxEVoMK5TDdEqsiidCr3qxQEADidmotO3u/Dsnyf8OgxDxfd7KdVHObxXkOXr17apFiWw6Vo7Bs2rGFEvPgLLx7XD2mc6oJJRCyk0Pg7dR5pXwos9aovs7BLL2xOi9aKyfjP3ov30nRi+4LBktOuKU55njsPNYvslsdPW+5wFXVZ/UybQJDZP0/aFf4RRw8FEyTarYkTX2jEY3qYqZg/1SATsDnMul9vZNrT7egd6/uDRvJz7ZAvZ9zPtheVBtRu5bRrU1zYBLs+1sTYZCWdCl8J1GICzcjswKgNYWglGFwtXTAM4qnaBuesHhW67oNjr3F9i5y5JaLPnO6a9tBJ05lVu3MC4oJLR58166gBQoaG4opQ6qIlztRDQ5juowHIPXofCgBREI4s1yNr/mevJlLf0iHzmc4vDjdWn72LftQycvZsja3evkpRpxW4/P3iE0Hkyb1BpCEEOIB+Vj3O1b/04/De+PdrXiMZrfepCq1LgipeIev5SwkB4i9Rvfa5zSMv+FekXYVo2GKob2wEAdO5txP3SjK9Pf3Jz0G0RCAQCgUDw4HAx+GbbFQCAySt3R/SyQdCenM/vJ5h0mPukODHIWgn99ZO3uQlQ7yitcAQYKO8cRtxPdaE9/TtsTjc2nEuWTILjcDEkoOEeYc7e6/jjcBImLPXocVaMDDI7OLgxZdSK4YhZ0JEfZxaGaJ0K2jxHolHrP0pxa16U5rV0LtLvxK1szNt/AyzLFpnEwfPdaonKhrVJQKVIDcZ3FEabNagQAQDYdpFb+n7qtvA99ouHPEvcE0w6xEXIX/d4n7q3+tXnl7h7k5LriQTNzYvGPHkzS2SXz8UUMy9b4I2vrmn+BE+76iZ88VAjGNQKfD24CWiKW+zurR8dCpWM0p+5WeVIDJ1/SFSeYAocWEJTFL55pCle6lkHrRM8Du0XfJzRvn74UB3zLy3nHL/5EgZxBjVaVI3yd0hQaC8sR9TqsbyDLfPhRcjtKbGcviCo9Eh7+jhSn7mEtKePI2PYZmQNXlqsQTa5988BAFibjkH6sC1wVWoT4IjyCeUWRm3H/tEN0csGSSaxsjZ6AilTksDqY4FIYRR75uA/AaX0pExJQ5yrhSDl5iV+u0OdilApKFSNkV9qHEt5HsKbzqeIBnFda8cAAD7Z6Mm+V9hl1OWF/ChGi8ONx37ahRfmbsDhxMyS7VQ5Ij+hVd/68QEsxfjOVj7TuabI5tEWnofiE7+JBw5SzPTKkhnMjLk3xvXPQnXnEEwrRwAAIjcIM0W6YxuE1B6BQCAQCATuZbzLd7v4fZdDOE6N3PkeFGkeHfcWVaNkM55LYfRyrqb7WZYbLNHLBoFy2xG57Q1sPnQULTY+in9/mibwMmRanej74x50+2JLiWRhJxQvWy6IAzSCTWZF2TIQ+1s7qBN3QJGTBNPKEVCknS9Uf7QqBZaMbYNVEztAKSeemX9+ibLZu6+j/fSdGDh7H2bsvCphEZh8J1vb6iZB+R+jWmN0+2oi+ziDGismtMczXWoKys8nc3lD/jt1B++uOSeKKvWVFwjEpsmdMLxNVSzykhHw5W4O57BZceoOev24B88uOY6NZ+76bTdXYkl8tF46KdOhG5noXT8eW57rjO51YpH/+j7RyzkfCnKSAruupEsmKgtGFsAbiqKw58WuWDymDUb4yF30zIt8zidTJlLZl4spuWj39Q5cThX2z69Dn5GWHXBU7wlLs6fAKsXRxfmwKvlgtQKh1JZong1nvQeRMiUJuT0+gTtGPjncvYrm2kZRmaX9K54dH0eqs3L7ou5SgSHO1UKQ6vI4lWKq1MOyp9vhq0fEM/TedKc9D+Ihv3qyoP/zdDscTRLPsr29+lwYelq2OX07Gx2m78RLy0/hcqoZK9Vv45B2EtbuPlDSXSs/5P3OV4gMLSkUwP2I52tVJZi0qBkr/rFsXMkz6ZCS64DFIf/ykmp24IcdV/DvSc/SgVAnFwWi2G4H1Lc9YvquWImlBQQCgUAgEAJyxidaK0Ih/j2PWdJP4Lwc1kY6MQ0ATB/chN8+cSsbbq/j8hO/hIuxRwajKX0Nr6r+wtbNnuWq/WbuRY7dhVtZNqw8FUY5AkKpJNtWcK1J5d1jorKYJX3EIYFuB4yrxyJi6+tBtVs1ShdU9OzW5zv7rZ9/IDHkaMStF1PRZ8ZebDiXjEM3MgEAUVol9rzYFfXzIlGlCOSQXucTof5Qk4oh9QvgpBBe6lkH9eLl+5Gc68D2S2n4aD2n07z/urz0Xj7/HBcn2JW7L+LyEotJBXrIXevFR25i+ILDkhNEbpljsiTOv2JCwZxIKgWNunEG0d9oWu+6eKufR65lS14ktN3FSEolAJwjeviCI5J1/mTlKK+ERYxXnoush36HuftHSJ1wVuowAPL6m4SyjSs6sGPZWbE1Up86BsZbK9fpuZdSx58p1QmpiXO1EESqPU8URYXGqGzUItYYiS+ZEfjMOYyv2894nDkL1F/w20mZntl+nVoBs4zDSWr50r3E2EXHAHAzevuuJKMBzQmtxyatD6vO0L2MI08H1TeTJI/bDt3RnxCx4x0YdrwLypErqJ7UpSbe7V8fPz/hf3IhH38zpR+uO48FB4Vi+roQk2x567BEbn1NUEXnkhcnAoFAIBBCYfOFFPy857oo2U1d9pqkPZ3rcV5olDQOvtId+1/uJrKrG+8Zd4xbfAzTt17m9z/fdAkZYYhelcJ2eiW/rYMN17TDcU07HD9tkNZjlONKmhlmR8GddYTihWVZ+P51K4UgCaC6I736SnlHmLhJdWsfNNc2QXfmD1C2zBB7KY9BHdipcC45N6CNN9NWnEGO3SUI6HmpZx2oFOFzExx4uRveuy88q8aGtqyCKK0SU7tzcgU7Lqfh1f+k9RrlsEhEqMt975eMES7hftQr0dY+GUfu9K2XcTHFjGG/iRN6XUwxB9XHXS90RWUZPdqColcrBInC5uy5DqebQdfvdqHTNzsl36vlEnABQPc6sbJ1mkueZ2zaU0eRNnIXUiZ6VueCln+3Y3VxsnWEskv2/XMD2mQ+uhys3ufvH+eZEGA1xnB3K6wQ52phyHPg3GVNaFaZm5FR0BSGTPgETzz7GWbXn4/XnROQ8qAw092Xyp+gh3AZlU5FY2Rb6Zn9pxcfQ7uvd+DU7WzJ+uJm4/kUTPrzuKReTdHBPez3HdjJlyjACsTHCQUn37kqt1xHf3QOIvZ8BN3J+dCf/BVxPzeE5uIKaC4sB1gWWpUCDzer5Fc7yTs6ZdDcA3hwzn7kSMzS7r0mHKiMbidejhQQr6UomosrBFW0PTP09ggEAoFAuEeZtfsa3lh5FnP2Xse2S55o0iqQ179XppwUldEUhRlDPPrnb/StK3JsZeaaMV01E4NpTnqg/6x9he2+JFaosebMXaw6fQdntU/z5YMVu4Me3x5OzMQT8w+j5w97QnLIEkoOh8SS7KVj2wZ9vOHQd5LlmstrBPuU07N8WpGVt1SfcYHOlc+5ESx7XxJPUngjNbaW4sStbDz/t/h7CogTUQXL/w1qIirrXic2aNmFYHitT12sn9RJNhGWN5EaJWL0Khx4uRv2vdQNNWO4VaerTt9Ftk0Y6CGXcNeoFcoFdK4Vw2+/u/oc5u+/gRsZVmy/lCpyTqZbhOfwt3LPmwebVBQl9CoK0i1OQQKtk7fFOrKLjySJyh5tXhlPtKqC9/04zCO3TvPsKLVgomoCqiATE5Okw+USt6k20sYeRsqzVyTrU6YkSTvdY+sg+8m1SBtT+lctE+dqAVGknUOLDYMBAHZWJfjRiNQqEalV4rF+ffHqi++jQy3hrM5Q5XZMVf4jKNMqFZjko1uTz40MLhT6qbwIzpLmrVVncSgxC99suxzYOBgCRJ82oa7imnYErmmH43GFRzg+BzrMP5BYZALu9xL5mkhqhfSPmWH/F6Iy44bJMG58HtqzSyWOEKPwWTtyN8eO3jP2BFy+06566AM82umZFaaYezvym0AgEAhliFK4Imfevhv8tne+gDdNHp00S/OnBcdQDulkL+1rRGPj5E6YPbQ5Hm1eWeR0eYDeh0cVu/CteiZ60MfRnjrrXx7A7UT8jATELAwtq3Qb+iLeX3sev6zfJSjvSJ9Bco58pJY33trwK06KlxkTSh9OCQeaPshkrhHb3pCt0x+fI9innJ7oUUU255yKWj0Wsb+1h/L2QRQGJU3hx8eaydanBRHt/fexWxi3+Jhk5OVjLSoH5biUokddcSTjV4MaS1gWDgVN+V2Sns9/49vjv/HtQVEUFDQF7zmQPjP2ot3XOzBw9j44XAwseQl3J3tpRA9oKM5FUS3ac22ybC7M2HUNr/57Gq/+dyaglMn1DI/T/YlWVSRtlj3dzq/TMtwczJOCAIBLKeKo5xWnxPq1k7vWxKu964asB+tLdv+ZAAB7nfvB0tKat4TyBWOoCCjUyO49XVDurCivqwwA7oothFIBpZQSca4yDIPvv/8e3bp1Q8uWLTFhwgQkJiaWRFcKhNNhQ8ySvvx+MHMr5nYvCfafVa4S7CtoCmoljY/ubwiNksZnDzYKR1eLlLtBDj79oUg5jdhfW0J76ndZm9Wat/ntUcpN/PbHql+RlGnDwNn78OdR4Uzw+eRcPP/3SZy76xncbziXLLIjcDhc4shVypoOOAIvXYnc+ioXHSojXB6I57xmzR0u8aDX1ylLIBAIBEJ5JHLDc4he3Avw0qqDu/BjrcJgk0nw9EjzSnjI5ln2ae72ISwtn+H3abt8tm6TToU21Uy8Y1XvJf2jpDzn+039Bf7UfIR/j9+UbUt7/i8AgCL7OtRXN3CFLAMwXDtmVnpFTVua02dcov5YUN5fcViQfTwf34i0xAwrTtzyrCizOqWj3gilC7n7ORh0p+XfVXyhvMbP2jOLAJcN6hvbuHbOLCpwH/LpUDMaB1/pji5eUZTxedqgfwXxrvPF5kuydcFovwbLpsmdQk5KGyw1YuQTIuUTqVVC6/V8+faRpiKbVLMDXb7bxUuWdavtcRCPklg9VzvWgAiN0CF/NZ1zmp69m4s72cLVqSzLot3XO9Du6x34frsnYu/57rXRr0G8KLiqijF8118O32TE+Xy2SXhfPPGreCLgzX71EKXz4wh1O2HY+V5Q/bDXexip408je8BPyHr4D7hMtZH5yLKgjiWUbeyNhiJlShJsdR+C21gDWQ8F/3wtzZSIc3XmzJlYtGgRPvroIyxZsgQMw2D8+PFwOMpGBGLyqncF+/FUZsBjLD7OVQBIoFIQg2w8o1gJ1c29oHNu4b5GFbBjahf0beA/a3uW1VniGU2lltaESsS2aaCtaYjcLj8b7A8lOIfeV1uEPwYjFx7BvusZGPX7UQCcGPfbq8/hqy2XsOIkkRLwJV8WQKOgAZZFzIKOiJvXHDFL+yN+hnwiinyMGyYjcvPLfm3cfpbM/bz3OgAgV0K3jAnz+4q9Rp/wNkggEAgEQhjQXvwXyoxLUF/fAgDQHfsZcXMaQXWraJbGB8NUryWj3gxoWEFUZu78Dmz1BgEAKD/OVV9mP9Gc37ax4sSaseleOpcsCzrrOh/h6730NGrN01DNaY34mdURP6sGwDJwQT4qsSt9EgmUWNrAaRdOLB+6kYkBs/Zh0/kUvuz1lWeEfTSEnhCUUPxkFiKZlS853T+WrmBZRO7wBIaok3Yi/qe6/L6vPmth+OC+BhjYqAJmPd4cqbnce7TU0u5QCFZWQA5lXlBE51rR/p1whaRunDhPxOyhnmfJsxIrQhNMgSNya8fpMbFzDTzYpCLqxUvnotAopZ8rl1LMWHJE6Ny+meVxth5K9DwXNUoanz7YCE93FCZvUoZR61aOV3vXCcruQrLnWfhKrzrY+2JXgeasL8pbBxC15inoT8zjy7L7z/B7DlYTBVAUnFU7I2PEDjirdAiqb4TyQc6AWUgftbvUa6kGS7Gn2nI4HJg3bx5effVV9OzZEwDwzTffoFu3btiwYQMefPDBkNtkGAZms3SEnUKhgFbreZDK2QEATdPQ6XQBba+kO9DAyUKn4n48MrVVYbdYZJMrURQFvd4zu2ZxsmBZgHaYMU/1Oeqxt4A/F0EFILv/D1A2eRQA0KxyJI7fSBUsETuXlAKNSoEh87iB5s5X+vDLWaxWKxg/niiDwfMDYbPZ4HbLO2f92TIO7kfCaqFhNpuh1+v56AO73Q6XS/5H2dfWmXQM+Yu2fa+3TqcDTXM/MA43Cylfch3nJZxla4JSeQa1DoeD72N+u19susiXfbjuLB5uVom3dTrll41rtVooFNz1dTqdficANBoNlEplyLYulwt2u3xkilqthkqlCtnW7XbDZrNJ2imVNAwGz4DHbOOumdthg+vEWtjS8iLJU68BAFQKTjKAVWjAumyQzEd1ahnMnT+DSqWCWs39PRiGgdXKReDUiKQEfxcAoGgFKKUKc/ZcR996cWBcNpFNrSjuPlMqldBouNlclmVhsVggR6SLhVbpmSk3O1i4IypBkXsHWXWfgMPrXivsM8JsNsMlEXHra2sJ5RkRgm0o3/viekb4IveMUCppqNUQXMNQnieCZ0SA73Iott7f+9L+jFAqaUREeJ5/4XpGABB8l0Ox9f7eF9Y2lO99KLZS33u573JRjCOkbMv6M8L3+xyOZ0SotiaTDoowvZgW99gSjBMReWNL29m1oOs8AHrbB7CwAL16CszDdwjMpe4JuXu4MPfE4avJklIFataJjNi2iE47hKwBswEANrsdTGRDuB3/Aru/hrnxBIDy/D3k7onqETT+74E6eHn5aZhpBmaw0Ks82cjVmZeRk5uL21k2rPvjU7yhWgpzm+dhbv0c9A6hrc56F+a8j3br4HLUdZrhfcWtw9ch7u+BAIB5ik8hpSx19eoVmGvHQ6fT4Uq6FZP+OgHW7cTr/xzFjqmc/IDdZhGMV37ZcxX3NeIczqX9dwMonrFlafzduJueJfi7UV76fsGOLXM7vwt7/UHIQSToTR4nqjk7FVDooLp9ADaJcShP8mXYbp6C28QlZCrM2FINJ17vwUVXvt2rOj5cf4Fvw9/vhu9YGxRAq7hnWuNKkYX63ZjzWEP8su86nmpdEWazuUjHlsvHtcMjvxwE63KieSU9GsaosHhEE7gUCtQyavjnbf7vBkVR+OqBenhlubTWLACAZTGhUw0A8t/ltpW1WHsmG5RKDSrvGce6ndh6VhxlP2gWly+EUqr4+61tFYPgt6BjVR32XM3A+E7VYDabi/wZ0a56NFjGDdYl/myXbqeiWowBtNrz7GYZNxrHqmC3WSH1pFCr1VAplYhaNRqsPQdmr5/wLHVVuL0+6702tvR9z/FnKwcZW5ahsSVbzBw/fpytX78+e+XKFUH5k08+yb733nsFavPy5cssuIxHon/9+g1g09Nz+X96vV7WtkuXrgLb2NhYWdu2VWiWfd/Isu8b2W2/fcRWq1Zd1rZBg4Zsenoum7tzLsu+b2Qbx9OytjWiKDY9JYNNT89lL9xIY6vXbyprS+uM7KJdl/n+dunSVdZWr9cLPlu/fgNkbQEIbB9+eLBf28TEu7ztsGEj/NpeuHCVtx06+AG/tk99/jt74Pwdln3fyL7aSe3XtvLTM/h2p017069tpdHTedsPPvjYr+2KFWt42y+//Nqv7ZIlf/O2P/4426/tvHkLeNt58xb4tf3xx9m87ZIlf/u1/fLLr3nbFSvWBLD9ks3KsrAXE9PZSqOn+7V9v4eaZd83shk3r7P7//zer+1zz73A9+HYsdN+bSNaPcDWeH0VW+P1VWyfj//zazts2Ai+3cTEu35thzRW8t9P9n2jX9uCPiOysixsXFycrG2rVq0F7QbzjMj/16BBQ1nbatWqC2xbtWotaxsbGyuwLWvPiHHjJvi1PXbsNG/73HMv+LXdvftA0M+ITZu2l6lnxK+//spmZVnC/oz44IOPedtNm7b7tZ027U3edvfuA35tQ3lGjBs3gbe9cOGqX9tQnhEPPzxY8F32Z1tU4wjyjPD8C9cz4vLly+EYqpb42PLcvMlsenouWyOKCuqeyMqysI0bNw77PTF36wVWU01+HKpXgWXfN7I5h5YFdU9kXDvHj3ED3RO5b0byv+Fdmtfwa5v8agRvO7mtyq/tsWOnWdt7sUGNLVdt3M2PUaK6DPNrW2n0dPbarYwy87tR1GPLsvK7EdmsT8hjy8yrZ9j09Fy/tvfXE45D9Sp529IwtqxcNYE9eimZXbjzEpualuP3GREXZWCt/7zIpqfllIrfjRqvr2INTfv4tS2qsWXlp2eE9IzIt2312BS/tsXxjIgb9IZf29j7X+T7Gz/kfb+2X375NZuenMay7xvZrWPkfw+Be2dsGegZQcaW3L/yNrYs9sjVO3e4JdmVKwtDyitUqMDXhROVSoHoaOmQfl+USqFtsJkNbTV7gabnytYrFDTXbtdxQMeRwKwIAPLe++jc00DNLoiONqCCUYsbspbAmyvPYliX2nz//eH92VSq4G3Vav+3SXS0gZ9FCGRrMhn4tuOSNvi1fe/2s1j42yjQinoA/MwwAoiP1PDt6nSBl2bl2+r1/m0jI3Vetv41cCIitLytwRC8bUSE/yUqBoMmaFu93mMbGRk4I6PRqENibpByHEMXwFSlOgzGKL9mWq2K70NWln89JO8kAufvikXUvVGrlXy76kB/4hBE0QvzjPAH/73P75If7VhfW3+zYzRNBW1LUULbsvaM0Gj8/x2jovS8rVYbvG2gZ4TRqCtTz4j8PgdjG8ozQq9X87b57cuh03lso6L8f+9DeUZoNB5bl0s+WgAI7RnhbRuIohpHkGeE0LYonhFFRVGPLRtc/x1QfeDXxvee8EdB74mP1l0Iqv0Ixx0g2hDwnjD92p7b+CAL6gC23hghH6UTKlFRemio4BJdTlh8DOr4GkG3/czSE1j3Yvcy8btR1GNL7//lKA2/Gzqv73LAsWUeUdFGICq4714wlIaxpVqpQMs68WhZJz6gLZwWaI/Pg7bdSCChTYn/bjzfuy4+Xuf/uVpUY8uCEhGg3eJ4RoTCjOGtMPRv+Xq9XoPoiOD8JmRsyUHGlh7K09iSYtniTUv633//Ydq0aTh79iy/RBMApk2bhuTkZMyfPz/kNl0uF+7cSZesK4qQ64urvkDHxJ+xhu6GX133Yc6LY8C67EGFUSsUNJRfVJRNBktRAPPoAjhr9wPgCaPuPH2ndJ/VWhx9vafA1s2wkkmAwrEs48TNbHzy50Z0os/gVrWH8OWjLQsccq3/ujLyI+TPKhqgXqwGyuQTyBy9E6YF3aBTATRFYT/TEK3Ys3C6AXOvz+BuPATGi38CG95GTlwrtE+aCkqlRssEE1wMi1NJ6WC9Ptuz3Wpg9s7r/L5Oq8G+13oBuHeXbikUNGJjjbDZ3Ojz/S4kZ1txRjlStl06ri5sT3H3ION2g1rzAtwx9aDb/w2ovGQbrvhmyHl8eUjLMt5cdQ47r3HaUCzLgnVybZn0Kqx5tqPANpRlGcb1z8GYuB6Wbh/A3nqi3+99QZ8RCgUNhYJBdrYVbonss+VtWUZhbOWeEQoFDaNRJ7iGRBZAbOvve69Q0IiLi4LV6oLbzRBZgAIs3Qr0XSZLt6Rtfb/3vt/nkli6ValSbMBBfLAU99jy2u5FaHPiPV5yCvDISOWTMekiN1CExNhSySIry4I5u67gl72ctM/2F7pApaALfE90/WYncswW+A5at7/QBSrGhuifm8OgppA7cBac9Qfxf+eI1eOhur6Nt3fW6AnV9W0wqLm+Z0y9CdWCfqCST8v2wXupf5pTg1bWWTirfUpgs6veG+h68XPoVcBepgk6K87A7mIhsZoajWy/Yt3kjqgYbUTsD5yWfL7klLNyW1iH/AnbkuGokLIPrzvGYwXTRbTkl/VzD+cv+T36es9S/7sBFP3Y0u1mSuXvxucbLmLFKU8wT4dasZgzsp2kLf+57h6DcdkQKGhAq6SQOeEEWH0czGYzFMknYfz7EQCApfObsLcch+iZdXnbjBduwTi/E2wp10TtumIbIueJVWEbW9ocbvT+cQ8AYMGoVqhXIVLyd8P3nXL5hHaoZNTJPiMUyadAZ1+Hs+4DiJ7Jacca1BRyHl4IV60+pWJsabHawOYlsQtmbJlrtaP3D9y1mtilOtLMLlxLM+OHx5uHNF589NdjSDZz9cE+IwBgTNvKmNBRPqdF2J4RLIvoWfW4z1J7IFyD5vC2ey6l4Le9l1ExUotYgwq5drcg8TOlUIJScLYHXu7itw9qtRqarEuI+qMP3AwLb9nejMnCvCj3ytgSAGw2q+helLMlY0uOsj62LPbI1fybyOFwCG4ou90uuBFCgaJoaDTyx3prXPizC9a28YDJSDxgQM16Q/BDhWpQ0RSg9j/r692uUeV/Zifbnsvbq1Tcl7lt7Yo4kiRODtCsciQW7L+B+AgNjBolvtpyCTYXg/kjWiHOR1zfuw9KpRpKP399OdsIgwvbIt6GinLjT7caGk0nuN35UdOAQqGCQiHv7fe2vUVXQi3lXQCAUcEiKvMkoKagW/4QaLXnGkXCCrWCgloBWJoMgVYXAUOV+oCagkLNgM679sdvcllbKYUKlFcf7loo3gYAtGol//loWgmNRv5CsKznWlCUIuj7JxRbwP/9W3BbStaW0y9Rw2w2IyXXAYpW8C89+WQ+8jcMuz8GKArZ/X4E49UuBn4PALB2eB6as3/CuOVlOFWAI+98wX7nGlaO5p2rFEWByvs7qTVqyeOCbVej4OzcSj1cLiYs33spW6PRAIdDWCZnqw7hGRGKbf4zIty2BX1GSCH3jOD02YTXMJTnCcOA/7EO9F0Oxdb7e1/anxFKJQ2VSoXcXEeefXieEYWzDc9vbXHahvJdLqo+lPVnhO/3ORzPiFBtg11xFAzFPbas3204zl5agdZOT7Ibvc940Z24GfZ6D0m2S6nVWHI8BUfv2PkxT69Zh3Hwle4i22D/zmaHG3Se7aqJHTB8wWE82KQiIvQGUDYnP26w1hgAuBj+7+wcNA+m2V4JU25vB7zGGKojPyMi84ygzBdbvcFg9BWgPz4HsSo7mjO3ROOUbjd/gl5NIZvVw0BxL+gaJQXfT/eCYzKWPdMV8VF6QZLM/LGl3RgHVquDIiIKhiwKJooB7RZ+x3zHlvkkmLRIyuTOPahpJbhcTKn/3SicbXBjS86+9P1upDqE7wRqtUZgq4UDrFIPeP2to3e8BqXXvedUxwD5Y8tq7aFseD80V9ZCdXcvsjTPCe5Tl4tB+vDtMP37OFS3Dwo7mXMeUXPrIX3EDrhUtfnigo4tNRqgUowRybkO0Cot1GotXC4GuXYXtCoFb+v9+Z9oVQXV46JF7Xo/I+JXcM5j253d0Hp9Ns2hH2Gr1qtUjC3VXrk3ghlbRkWoPNdBocVbA2vyx4cyXpw/sjXm7buBllWj8M6ac6JnROuEKBxJykKVKC1ueSW2crL+v3PhekYoUk7z96P+znakguZt29eMRfuasbzt3Rw7/j4tPaEYsA9uJ9TH5nPnpCl4uyAsft/nSt8zIpy2Wq1OdC8Wdx/I2LJ4x5bF7lzNlwNITk5G9erV+fLk5GQ0aNCguLtTIOiICoju/Rqiw9imM745QCuhunsElCMXlCUVlNsOJrIqAODt/vXx2LyDouPOJedKZoVce+YuRrWrFsYecrM1M3deQ3eKmyFoYjsU4Ah5lHcOoxZ9l9/XsZ5ZINonw2xjmos6zXh0OaDKmzHJu+G1qSdwVjMWzzmfx2amjeS5tl0UZoLNCmOm0LJOtk16NtYVXQ/OKh2R+fiqgG0wEdx3mmJDv66j2lUDRVE4nJiJw14ZNK1S2ctCQHNtIwCApYr9EUcgEAgEQshQKh2mx3+C0Ylvo79COpu44vJaIN+56nYKHEBzdlzBD9uuiI45kpSJ1gmmkPtj8/odrh9vQMVIDTZM6sSvjKKcXpEzvlI8Cg1YigbFSjuHInZ9EPD8ljZToLp7nN9fpXkHiUw8qtEpfJnelQkAMFIWWKr1AZK4z/+JawTeVv7B261j2uMZtXzUib3eIACAUhcJgJvU9+XBJhWx6vRdUfl9DStApaAxa/e1gJ+JUPJYHNx9HaVVIsvmwjivTO105lXELO4DV3wTZA5ZyZcrs67x2xmPrxa1qbmyFgCgTtwOw873+XKWzvMw0UpkProcAEA5chD3cyPB8TF/dEfKlKTCfbA8VHlLde9k29GoYiRuZdkwaO4BAMCWKZ3x5RZPFOH/BjbA/Y0r+m/Q6zusPfeXoEp9a39Y+lxStKpqxNGb2XwiuoIQH6HB6325yNC21U04eSsbFAV8sO485j7ZEnXiPFF2T/52CJdTuffd/AmZokaZeorfplzykZwAoJdZjq30s6w8n6iVI6G+uVtUntvlfQlrAqH8Ep6UqiHQsGFDREREYP9+zwM5OzsbZ86cQbt27Yq7OyXDiGWioszH/oXbyP3AR257HXG/tkTsgg6grGkAuJlxKZxu6dDtXHv4HYhn7uZi3/UMfl/FSC8P2HM1HdNWnJHsA52dCDAuRC8bJCivxniyK6YZm0i2y2pjPDsRnsGAjnLgC9XPsv2WcqYek4gCvhcZPj//BU54H+X0/S74RvIzreYtx6HNd6BMPi60cUsvN9OpFJjQqQbeyBuY5GN2FNy5Sjk8kw20NcWPJYFAIBAIpYenOlTHROcrsvU3UjMBAKprWxA7pwHUpxfzdfuupEke88zSE7iUErpm6Y0Mz4v4N480BQCB5JTu+C8eY4moDlZtDOo8LlMdyXJGXxG2+j5jRVr6N/0yWwV1HnoXa1QD8GfUeHTrJTyufuVYxEd4ImcsrZ8DAJg7vIbMR/6Gvd7DAIDoylz29mqU0IlaPVoHk04c8TKgXjSm0H9Dl3oCAPBf3nLzH3ZcwbfbrsgurySUDAzL4sQtbpXbJw80wpYpndGsiuc+1Z1dAopxQHX3KOjMq/y41htXdD1RGav0vKPpT3i+F+kjxZJurDoSOb3+T9y5MN0r+a3kv4fN3euRRXvyt0NYdzaZ3/fnVFSkX4Rh53sw7PpfgBOW3Xt81tAW2DipE2rE+NfnDJZYgxo968WhR904bH2ui8CxCgCLR3uCgF7pJf3cCze6E78GbRuhUaBTTXHomIvx/zdWpJ2TdKy6YhrA2nJC0OcnEMoDxe5cVavVGDlyJP7v//4Pmzdvxrlz5/DSSy+hUqVK6N+/f3F3p2So1xdZY/cKyxRq0JZkkWncvBags5NAUxT2vtg16FPsv55ZyE6KybIKoxztdgtsTjc+3yTUL3rhn1PYejEVE5cKHWyqG9sQu7ATolaP9Xue2GxpDS63qZZnp6LQARtHZQfsv/fAeMLS4/i/LZeQc49GsZrtLmw+exc385aoqCAcQLoqNA++MSrPucq6QdmzEDu/LaL/egCKtHNQpJ5B3E/1ED+7DuJnJABO6VnTmjF6zB/RKrjzMW6/gznT3w/z27aGQ4P+GAQCgUAglCTNqxj5Zfz5/M85it9ulLUDmgvLoVs3BTTjQNS21/i6g9cyIMewBYfhlNBv9MeIhUf47QqR4iV9rNbk9/ishxYGdZ6MJ9ZLlrPaaECpgysm8Kq2JQ1ngaJptJv4C3qN/ACUyrNk8jyTgHnDheMLc8fXkTb2ECxtX4CzikffnYrhxplVKOHS2GidCinZnvHLoKaV8N9TLfBT4kBEH/kWU68/Cw24gINcuwsLDibhj8NJOJfsP1EnoXi5kupZJVctWodIrWd1k+7YHOiPzOD3Y//ohvhZNbixqzcqsSMut9uHkudjFdLZbxh1hKhMmeI/cW+weC897/XjHqz0irZO9klgS/tZ6hqzuBf0J+YJnMX52Op6xtnxM6uBNoc/IXVxoKApmPTFlxSRynuX3/VCV1SJCpyoNByovCJXpSYGvKEoCt8/1gz/jW+PllWDmxwDAMO+LyTLs+4X3zsEQnmn2J2rADB16lQMGTIE77zzDoYNGwaFQoFffvmFF0u/F2CixNlH1Tf3SNoaDnwFzdk/oXLl4v8GSUd1+nL6Tg7afb0DE5Ycg11GsycU7C4GH60XZo3VwonXVpzBsuO38dH6C8ixuXAtzTNwuZhi5pffAJ4oB/WNbSGfP5k1AZTwds0Z9Du/fYBpgGomLbY/30W2jRrRQn2SpUdvofeMPUi3yAt0l0dYlkXXb3dh3G8eWYf+dMElHliaG5xSDjPi5nruT+25vxCztL9gGUrUqlGi4/NpUimS364lN4vstnOD3ZnVZB2syoyLnr7p44P6DAQCgUAglEZ+d/cT7Bs3Pg+N27NCY97ui7ie7j/bMQDM3XcjrP3S5TmibPUGSda7KrQU7Gc+9DssrScLyhiVAVBqkTVQ4iU8P1FNm+dEVXNcDwj2uzatL9i/RVflt6PUEmMFigJjqCQu13DjED1lgxpOGNQ0GiuSsDx3OH66MQCD6V0AgBd71ka909MFhz6u2A6Ac2jls+m8UJaKULIkZnLjUYNaIXRuuZ2I2C3tIPUmbaQ4Og/gxr+S0NLSVKxKnCE8+q/7A56/2HD6f57kDJgp2I+d3xbxMxIQPyMBmov/FWXPyjxKBQ2NspjcLz7vScqMi1BfFsta+FIlSotfR7ZG3QrcJMDuF/wHdzH6OH7b0sITqcpE1QyhswRC+aBEnKsKhQKvvfYa9u7di6NHj2LOnDlISJDPmHevwMgsodKeXwbjlpcRs6ADetSNxdTutfBo88pBtXnsZjb+PHpTsi7V7MC2i6lwBwj3B4AZO68i1ewz4wkG+7wiJbJsTizxOddvBzyD+bRM+aiKQMSqxNqgrpq9YW77AgCgVWU9/hnXHnq1AvXiuUGLCUIt2u62rZhVe5+onQGz9uGZpcex9Ij0dSpvZFnF0boz1N/z226j2PHvl7zIVYVFuIxOf+wnsa3MLH4+sx5vjgeaVMSi0a0l65Upnqhm3dFZonr15TWBeksgEAgEQqlmnP5HvOsci+a2n+GEEg/bP5K1ff1YLwz++YCgrA11Hk/UEY7t/j1xO2z901xcCTpPc1Ur50yhKKRMuo6sgXORNmovnNV7wtLmeb7aXud+pD11FADgqD1AVnPSXvs+UVmrhCjBfmOvyVkA6F43Dm6Wc846egZ2mvGoufFje/o8LmjHYHet37BGNQ20g1sd9a16JiZ3rYkIjVIU0Sel0+rykx2ZUPxMW3EGAJdkyBvKHZz+pVRgjD+knKj+yiGjUVwUvNVPOopRefco4ufUl6zL6f4xMh75BwDA6OIkbYwbpoSng4RCo74ififSH58b9PGbXu6Bo6/3hDqAM1h3xiNPY2k7Fa7ourA0eyr4jhII5YgSca4SODIeWwEAyOn+CQAg6+E//JmDztOSHNWuGvo1CD4i7/sdVyXLRy08gtdWnMHSPIeoPyfrmTt5Gd3h+eF3+9w+ZocbDheD95W/4Zp2ONpR53A+2TObe9YpjhI4XPdFfvsaIy+qrnBJzwo7qvcCANBWj9bYq73rYJxiDY5pn8E17XAALAyw4hXL1xh463sMU2wWtXMkKQv/t/Wy7PnLE5dS/Wuv5fT5OrQGZWbmpWCV/rMbtq1uwgf3NYBSIfdo8tyjEXs/FdVGrZvIb1tajA+6XwQCgUAglBb+N+phdHnsVSwY3xM7pnbB+6Me8Wuvg8c51EZ5Fcs0/8MXN0cIbNIt0gksg4GyZSJmYRcYV40BHGYYN0zi61yxjeQPpBVw1L4PjJFLsMqqI2HuMA3mti8g+745kkusAcBZoYVnRyGUJLC0GI+Gyf6jr5QKGhkTzyD1yc3QNRgQ4NN54bNc23R9rcjkqQ7VRWUAcIcVaxV661sSSg8pPsvjFZnS70neZA5aKlvnqNGb304bfQBZD/yG1KeOyQYUuGM8jk1z+1f5bc15cU6OouIRmSCdyI3PS5ab270EW7OxcFVpDwCgrX6isgNEvhKKB2XaOVGZ6vZBRP37OGJ+6wA691bhT+IVHeus0AKsNhoZw7fB3F1+QpBAKM8Q52oJ4qrUGilTkmBrNobbr9gKKVOSkP7kZn6ptYi8h1hLn1nXDZM64s+xbTG1ey2po5CYIZ5Rz49E/WbbFSw+chM9ftiN07fF2qVWp5sXs25GeQYgd9gYgd1Xmy9h5ek7eErJ6Wf9pfkQf9y+D6okbhnNJZdYON2m8EQb7GBC0PnMg9HFAgAU2Tdg+utBqK+sResEE95VeSQD1vbOxIG4T/j9z1TyGjCpudKJl8oTfxwWR4d4zzB6648FA0vLZ+D1RZF+IbCRH+R0faQwd3yjUOciEAgEAqEk0ChptKlmQtUoHXQqBSpG+U+48rzyXwAsFHDjfuVBvnxAQ+FEvCXIZJE2p9DO9O8QKLKvQ3N9MwwHhBOwcpqpcljaToWlw2uSdWmj98PabCyy+3u0L30loWwNHsdbNo/EUCJVRbItVh0JNjawXqsAtUxEoTeMC5RNvBLrMcUOUVlRJJclFJ4JnYURqN6JUH1h1EZkPL4azgR52TF3dB2kjjuJlIkXwERWgaNmH7B66chOgNMTTh+xA2mj9sFe90G+3HDga8BROJ3ejZM6Fep4yi2ehMl4dDksbV8UlDFa8WRCPppLKwvVB0J4YNWRkuXqm3uhyL0J9Y3thT6H9swifjt7gHhFIYFwr0Gcq6UQd2wDZAxdJ1mnyLwCANCmnUYcuIz3NAVE69WoFavHqHbVJI97dN5ByfJ8pm+9DLuLwdhFx0R13b/fjdN5kasdankGC7ngohDvp/fhYXo3jt/KRjTEAxTTf08gI9eMZ5wLRHXqun2QrOUcwvc9MgH3a38X2QCAtdGTkuXeCRVUyccQtXYC4mckgPWKdKiTuBSG3CuSx/sy/0BiUHZlmV1XhIkalDQFiuFeAGz1Hw29QUroXM3t/A7Sn9wkKHNU5QZ7yqyrgLvgGrciXWKfQaArui4AwNLyGUBZPGLxBAKBQCAUJQqF/xUik5UrcE07Ape1o1ANHomejx9ohL/GtuX3e/zATXa7AiS3sng5Vx9uWlEQAaU/PkdoTIXvVYKJrIrc7h+LtPpyenzG1Wui4I5tgMef8KxSYYcsRtiI9Z/wBQAoWwbifmkmKu+qECdjrRbtf7UOofjIX4EHAPXjfZzoXuNSxmfJftqEM3B5R1LLwGqjZSOxpXCbaoMxJsCdN24FAEVOEgybXgm6DSlMehX2v9wN/41vjwgNNz7//rGmeLJ11QBHAmBcUORyqxkdVTrC2vAJZPf9Fq7K7QCfQAqrz+qwtBE7PTtk/F0qoOycn8DaZKR0fRgijCO3vc5vM0bpqH4C4V6COFdLKe7YhkiZfIPXtsknZlEPqG7tQ/Sf9+GQdhKqR9JY/6xwllJOMuB8ci7+OXEb32+/EnLW2Hw6RXsGJwowGETvwkz19/hePQN1qJt4RrlK8ribq6WXB9SoUQfUU1uRMvEiqOqd8du4nrg96hAcUCNbEY2UZy4iY8hK5OYNrH1hZQYylNsTgeqs0kH287zWu45gf+nRW0Fp0JYn3ruvPrTn/wYAqBN3BrAWw0QIlxZZm4yCO7ahZ7/RE7DXG8zva65ITxwUBNrm4yjOuMSds+nosJ2DQCAQCISSREHLZ/X2pT/28tuUORk1Y4XjpF1X0tDjh91YdVo+w3f+Sk8jzPj+Up/QOlsE2JqOQsqk60h7+gRAK9GoSgyud/4SN1tNg65CncANBItKC0v3//k10V5cIVv3uGKbYP9yqgWT/jqBA9cLnnOAEB7G/HGU3/aVnjJ5JVvNeGID3HnJznJk3j3CDaPxrEZUXyx81CdNUagSpcXW57rgwMvd0KlmDF7pVQcHX+mOZU+3w8bJ4uhW/f6vED+rJr+f0+db5Pb5GvYGQ6RP4uWQzun2IRhTLdhrcRIclF28CtIbypYJ1Y1tABNcJD2hYBgOfQcAUGRcRMpkcfCQMvlYcA2xLCK2vg7dsZ8Br/fr/KSGBALBA3GulmYoGq4q7UUi/6blnh+69bX+gkmvEtQ/370W6sUbUDdOOPs6cuERfLbxIhYeShIMMvxxPlm4PKX36Wn8Ng0G36k9GSM3a16DGuIlUGlsJBpkezJs3sqTEzBDD4qiOM1OlWd2X2mshOxxh+EYsx1Q6uCq2ApQqETtcp3wnyAJAGizMNFSjsIEAGhYIQJ96osd0YPnHgArk4m+PNGnYQXMH9kKAxtV5EX0pRJHBIJVRyLrwQVwR1RG5iN/88vqXNFcBIi97sOwNRzK2xs3TJZsJ/CJxH8TypIKzfm/EbnpBdBmz4si66ObRiAQCARCWYWiKExhponKc2P9R9TFzRcnh3xp+Wk43Cz+t04o0+NmWNzKsmHvtXR+kvmEdoLoeN4+ogoyhkhPqBcJtEIQPadvNRzqzlPDfhp7K/FnZnRxYFTcuCJi1/uyx36lmiNKFHToRiam/H0yvJ0kFIoItbycFRNVA+ljD3GybU1HydqFE7OvTMb+n0D5vLsUFIoSTsxUj9bBpMt7p3I7oLx9CJQ5mXfEAVxiW8boP9G0rfFwMGojLM2egq350wAAxsDlzlCmnPB7rOnfx2FaORLas0tC/TgEOVgWlCMHhr2fIn5GAr/SFQBoezZAUfykQT7aC8uDalp1+wB0Z/5AxO7/IX52HcTPSIB+/1eI2OuZfHBUlZfNIBDuJYhztYyjuyAWP69s1GLR6DZYPKYNlDLRDhdT5JMa5TsWGZbFyIVH+PJNPjOdbRPEWi5PK8VRibFUDqo4PFqtqxOmYfdjJ3F33Bn5PmijwepiZOt5KArmdi/7NfEV7DbQTrx/X338MKQZorTipXZ3cuz4ZltwMgJlkfxB1Qt966FFVW62PH/Jk6NatwK16ajRG+ljDgr0WjOGrEL6kxvhrN5D5BxX+S7vDwJFluceckdygz7akQXjphehPb8MsfM9Sx/ZPC1eAoFAIBDKA29Neg6pHd4VlCUNWBjUse8OkM7+ne9EzbQ60fvHPRg09wCmLjuFYzezAraZ0/c7uCq2DOr8ZQ1L68lwRybAGdcEAJA5aDEc1XtK2+Y5lgBOAumR5pWx+4WuIrtf99+QzGtAKH60KmnnakmtemI1JmHB2mkwzW1VpOfUXPwP8bNrI/qfwaJJGIcffdl8mMiqSBt3QpC4iLJlAsjLHu+yyRwJKNPOcn2QyGZPCAKWgWHne5yT89APAICILa8i7udG0B/hgp5i/ujOm2cPmA2Ai0YuCFH/iaX5vJ3xAGBtMa5AbRMI5Q3iXC0jyGWpZLQx3LIKmUjLlRM7YGAjcSIpf9hcXBTj3RxhcieDRuiINASfJF5Ag4SKqF8pGpESjs2CYGn/MlImJ3L/JpwX1WuuCfU/KbcdDzapBJNOJZuVfvGRm2HpW2kk392u8v7s+YMgn6y8hUJtgNsri7C9zv38tunfobL3rBzeAwVFDhfNrTs6u5CdJBAIBAKh9KNW0mDbPoPXI78EAEx0vIQYk3xSGW/kxoFLj96Ey81g15U0gc7q6jN3QcO/fFR5XiFi7vQW0kftReYT65EyJQnu2EaSn9faZBTMXd5Dbpf3AABMXmSYWikeW87cdU0yrwGh6PG7Gs3LCSiKIC0m5BIP6Y7PLbJzGjdMka1jgg1Q8Em+rLrrCciJWuOZdIDbAbjEiZUZLQmEKAi6o7OhPzEPAGDY/wXiZyRAd07aTwBwCdcAwFlNPOkTELcDFCNOcuaLo2a/0NsmEMohxLlaRnBWEi/tAgBXbAPEz6qB+JnV8sL0/09QH2dQ48P7G6J9dVPQ5zpxi5tZz7AIH6Yqu1DfUp0on2XQVv8RnOk5X7IuRVc76L4EDUVx/4LI9EoxLlDWtPD3oQxwN8eODCv3d60c5RGcz9eoZYtQhN4dKUy2pjn3V/AHM9IZdzXXt4jKsntPD6lfBAKBQCCUFV4dPRwLex/BmBHPiJb8SkHZMoSTqV58s+0KOn27C75S83uuZqAu5X+S2W2o7Le+zONzbVkvXUwAYNSRyO3xKUArecerOnEXFOlCuQVCyWN3eSYKFo9uI6jLlw5jlVpxBGkxwcq8u0Ts+oCX7SounBVawNpyYmBDCTIHe8b16sQdnFwX40bM710R/1M9xM9IgPryat6GVQSWdiNw0Dk3ob68BvEzEhCx99PwNRwgyXD0jzUDNmHu8JroeUkg3KsQ52pZQalD+ogdomL1zb2CfcOhb0FnXRPZfT24SdCneu7vk/jtQCKybB7n6uBmlaBMF0eF5uObHd7c+R3ENe6Dx+3vCcofsH+CdvVrBt2XoiJi53uAg5NG+OC+BqgYqcHvI4UObO/BWHnh6UUerV2T3jOoofJm7ovSuer0WWZk3PIy6GyxwLoUcXMa8NuBZCDsjYb6rScQCAQCoSxzX6MKqF9BPnLU6ZXdPOZ3Llpp/8vysj8frRc7BNUQTrA7K7Tktx3VeoDVxwXb3XIBbU3lt9Of3Ii0CWd5hwKr0ObZpCBmcW+AcaFRRem/T34AA6H48B7P14zRCeoU5tsAwOlRlpCDiFFJR64CQPzM6oifkQBNXuLZoiTz4UXIfHw1WG1wEfG+MJFVBfvqqxtg2PMRFF7ybFHrnuG3dWeXAGHIWF/eUaRfQOyCDohaF7rT2/u3QLLt7BsF7RYAgFFFwNL2hUK1QSCUJ4hztQzhNtVG2tjDAe1if+8K9dUNgjKNxBIlf/y48yqmLjvF7ytoyu/slju2IQ5H9OL3GUNFUBSFF3o3FNjNf3kMdDJaR+HCnSeo7oujSgd+W3vxP8T/3AC0+S4eaFIRqyZ2QIOKEfjgPo8T71Q51MZKzpX4G7IsFNnXue1wygL4ngbiQWvswk5QpvhP9BCx5VU+shYALO1elLV1VOsuW0cgEAgEQnkjY+hawT6jjUamV6Ip2p4FMG7QFIWnO1TzPVyWFWqPvmvKlCRkD5jF73tv3yswWk8eAFYpdNCp7gjH5pTTjAUjW2P1xA7wZdziY0XSP4I8+c5VBQWRHJj29CIAAO3IKfZ+8ah0AU2Mm16E9kwYEkCxLHSHf5SsclbpJFkeNJTw2kZufwv6ANIGupO/Fe6c9wAxi3uHZO/We2Rgsh76XVDH+EhQ0JYUgGWhvrIWqqTdCIb8vBcAkNvrq5D6RiCUd4hztYzBGCoiddxJmNs879dOfWW9YF9q6dj0wU1QPTrwDzoAVDPpYFwvneU9uz83yK4SJ57pVKuLzlkni8ITfemKrstvW1uJ+x+9tL9g//7Gnh+kZ//0n+2yLNKrHhdpEumln2vY9wW/HbTOUgGgZJY2aU/Olz/I7eRmtvPIeOw/0eDNm+x+0gNGAoFAIBDKI65oYXZ6V1wTgKJgbeRJQhI/qwbAski3BNbOy4emhFoBjLEaUp65hJTJiWA1xsJ1ugxi7jiN32aM1QV17qiagn39AU6eqEKkBtufJ1m0S5p8mbNIrUpUp73wDwCAspecc5X10i7NHr5B1i5y66uydZQ9C+prm2VltPKJ2PE2IvZ9Ll2pEF+fUPF2vAUDVZJO7XJAbsc3RGXpYw4iffg2pEy8IIpCZr0miQDA9O/jiJ9ZDVFrJ8D03xNcHhcAilsHgD8eFx5L0cju+x3SR+9DxuOrkTrhLOz1HgrzJyIQyjbEuVoGYbXRXAZ2fzZ6eSdZxUgN9r3UDd3qxOKzBxtBSVMY0cb/j+GouEugHdKRnPY6AwEAJr3YkWp3eRIknInq6fcc4cJbnzZj2Fbkdv0A2f1+hKNmH2T7ZEqkrWlQZF7h94PRLyvLMHnCai92rQhYMwCnBfojHockE1F0Gmpun5eRfCg/EdHqq8JJAlclTisrbewhsF5RtmljD3EvfDrhoIFAIBAIhHKNUous0TuBIfPgqD8YOb24hFeuSm0FZuqr6wUrh1ZMaC9qKuCEu1J772rrKXVImZKElClJokleW6MnhKaZl/ltvVqBg690l5UJIBQ9BxMzAQBVonykr7wm/XP6flt8HfKF8nwvGV0sMORXWdOof4dCe2aRqNz0z6OIWj0G8bNqQpUolpHLTyKrO7VAUJw64Syy+36L1AlnC9h5Iemj9gY28qIo3zvuBVyV2yJt1F7Yaw/0FNIKuKPrAiq9yD7r/rlwVmgpu8rTuG4i6OxEGP8aDFz0OPpzO72N1Mk3YG/wGHfeCi1kE7ERCPcyxLlaVgmQaV1/ZKZo9vKbR5qgbpwBXw9qwi3zB1C/QgS2PtcZL/SohTf71ZNqCpsmd4Im45z8yfgZV/HtVNngGYRHPzbDb5/DRW6X92BtPAwZQ1Zx0RstxsNefzAA8D8K3kRufkm2rR93XsWfR2/C5nSDCTG7fWnkTo4dNBg8eWQ48ENbmH5uXmzndsfUQ9b94gGj9sJy2WOi1j/Lb6c/4fmRZwyVkPrsZf5FhylBrSwCgUAgEEoSJroO0PQxmAfO5KMqnZXbCWyi1o7HI805R0bX2jFQ0uLfzHYhJD8leMhPaJWPo0pH0Th99lCP9mFKrh2E4uO77VwQxZk7wijJ/OS2LCjYa99X7P3Kh/VygrHaaKDpo8gZIj02Vt/cg8it00Tl3nkxTCuGC+oMuz5A7M+NQOfeFpTn9PoKrDoS9gZDwucooyg4EsRZ6RmdUKPZXqMPZ+7IDc95yzFuYw1RmbnDNGT3nwVn5Q5gjNWQfd8cWBsPR26nt/y3FdsImY+v4uQAJNBcXY/YhWJ5CGvrSQXrPIFwj0Gcq2UUZ2VhxIFUsivtaaHOStfasVg8pg0a+Myea1UKUBSFR5tXxoKRrQR1z3erhSidSuCoTRu1j1/C4qjqeQDbGg4BALhiG/NlUbXaIz2uPVLqDYNSJ8y0WlSw+njk9voKrootxZUUBVu9wYIiZapwtvb9++rz278dSMRXWy6j2/e7MXWZf23Q0o7DxeB8ci5ikQ2D9SZgSQXlJSSf+XAYtJwC9aFWP6QP34aMoevAeGXepWyZAY91xzUOaEMgEAgEAgFwR9cRldWK1WPjpE74vwfrSqigA73qxmHR6NZYOraNRC1BFp9I1oh9nyN+ZjUo0i/yZXq1Jzrxy82Xiq1r9zpWp1u2TpnGjf9ZTRRQgpnrWW00sgb+gsyHF3PR4QBcVT16vZmPLJM4yH/AB22+y9vpj88F7cxF7G/CCZdAyY4KSnb/mfy2rf4jSBu1F2ljDiDj0X8BADndPwZj5FZMUk7iXA0E5ZVMD+CuqaXNc9yS/PzAEopCbq8vYW0tLeHnC6sxhbmXBAIBAJSBTQilElqYFMptqi0yUWRd47IwSiwLkKNChGep9a/DW6JpZU5XKz/hkbXJKDDGBKQ9dRSay6thr/swb++q3A7pI3bA7b3Eg1bA/cQ/QZ+/OMjt8SmcldogcieXrIH1EZLv36AC/rdOnDl3//XM4uhekXEob1lUHJUlWe+sJp5pLgrceTq4aaMPIP5nLoEYnXsLbq1JaOg1cLQ2GVksfSMQCAQCobyQPmIHYv7wJHpUX1mPCgCMa8dD3+tL3N+4FVJyHTh4IxMA0KEmp8/nPeHpO5lPkCa7/wzoTvwK1Z1DfJlx3URkDN8qst12KQ2pZgfiDCXn0LtXOHfX47z7dXhLT4XTwkd40vbM4u2UBI7aAwAIX8xTJieCsmeC1UbDbazhST4LcO93aoNse5QtE8qcJOgPfS9rU1RBC6wuBmmj9oG23OXlvABuCXvKlCQAQOSGKQAAw6HvwKojoTu1EOlPbgzpnbXM4nbCsO9zOCu1gaPO/X5NKUcuaKcZAGCr+zByu38cFgm0nL7fImrV6EK3QyAQhJDI1XKM/vhcxM+pD8qaHvQxsQY13u5XD+/fV593rEbseAe6M4sBAOrrmwBws6y2JiNFSQ3cptqAMrgkWSUFqzHC1vwp2OpyIty0NQ3KlJO8qDotsVSurHPmTg6ybVz0cTUqWVSfNfCX4u4SoDbws+bKlFPiepeN37S0nlJcvSIQCAQCoVzgNtVG5qCl/H7U2nGIWjsOFFgYt76G/w1siJmPN8e+FzrhbJs10OTL9LCeaD/v4wny2OsNQk5PYaIgqcCHfBIzrEXdJQKAdWe5MW+UVsm/16ivrEP8nPr+DisdUBSfkCh9lDCTO8V48hXwUapexCzpg+hlg6C5vlmy6dRxRbsajzEmCByrvqi9MtNH7PkYiuzriP7Lv6OxNBCzoCNMfz8c2NAPuuNzoD/2E6LWTQyYgExz7i9+O6f/jLDllnBU6wFXVK2gbNOHrg9sRCAQABDnarkgt+sHAICcnp/DJTGQ01wN7aE4uHllPNikEgBAdWM7dF7Z3B3Vexe4n6UNW+MR/Hb0nwMR93MjgGWhKGe+1b3X0jHmj6N4dw2nm9uRFovW58+YFzeuipwMhe7sYmGF04KYxb34Xd9slwQCgUAgEALjTAicrV53fSN0p3+HcePzAAAq74WfpeiwZBC/V/BN3El5TRL78vEG8QopQnhhWRb/nOB0RjvW9IwjfaM500bvL9Z+hQPVrX38dmTe9zYUSnpcbW7/qqhMmXEJ8TMSoD8wvQR65IWU5ILDDOWtA1DkJEF19wiUKQV3TiuTPcfGz6rp18FKO7x0gsOZW4JWIGPkTi5vRd694IxrwufGYNRGYPifMA/4Ae74JuE7L4FQziHO1TJMTs/PYa/RB9Y8J6GtyUhkjNgBV96y63wit74GypIC3ZGZvHg7ACjvHIFh90eAwyx9ApcNppUjBEXmzv6FsssSjD5OVBY/s5rY0VfG2XhOKFrehhYO6B1VOqCkYHSxAADV7YOgs64B8EQUKHKSeDuWIo8qAoFAIBAKgjPef/JKinHy26ob2wEmL3KVIuphIeGzpFmduB2UPQtwclGqqyZ6xls3SORqkTP/QCK/XTHSI3umSjnBb7NKPZjIqsXar4JibuNxouZPhMDtgPrmnhLqUcFxVO8pW2c4OD2gpmxREblxKmLnNhG8LytSzyD+5waIXv4oXxb958ACn0Pl45j1TTTmDZUnCWBp9lSBzxeItHEnkTIlCZlPrIejVj+kTElC1qRzQP0BcDQUJ4ImEAjyEI9FGcbWZCSyH/wN8NEMZQyVRbZxv7ZCxN5PYVo+hC+LXvYw9Md+guHgdNBZ1xH17xNQpJ7h62nzHUEbWffP40TfywmMvoJkeeTWaTg+IFGyriyy64pQFqIFfUWwr75VcjP2LO2JiFFmcv2KWjtebKjQiMsIBAKBQCAEJOvBBZLl+S/1rJeck2nlCCjyfo999f0JgbE2G8Nvu401EDuvJaL/fhCK9IuoaFDAW3nK7PC/JJhQOGbuusZvT+xcU9KGLUP3uKXDa54dxgXlnSOIn+1ZsSiVVV6KlIkXAxsVMYwxQTJ6NR/NBYkkXvkUkeOVsmVAe+Ef0I5s6E7M4wpdVkStHuP/wBBxR1YJvk95yaxYfXxY+0AgEIoG4lwth+T0+FS2Tpkh/kHVH/sJsb93gfrmbsQs7c+Xe2eSBwBHjT7h62QpgPVNoORF1PbXsXFSJ4xqmyAo/+f4rSLuVfjJsDr91jvzluaXCJTXoJZlPdEyXtgaPk5e8AgEAoFAKCBy453Y39rB9NeDUCafEJSbVjzJbbjtRdyz8oelzVR+W5F9HRTjhDL9PGIW90L8rJr4ppsnGvhWlrxsAEEMw7KwOMTjRCl+P5Qk2Nco8155fe5pwbLr0g5Fg9Fxq+4oxoXoZULtz8xHxQ5Ja9PRSBu1FzndP4GtwRCkPHtFFJRTUljavYiUyYmCCYl8lGnnoEraDcqe7Sl0WaE98SviZ1aD9tTCsPdH6RVgROW9j+gP/QCFn8jSgkC5hPcg5ec5S1u41YdSqy0JBELpgzhXyyGMqRZSJt9Absc3CtWOKHtmeXNwUTTMbV+Qra6YuBJTewg1bH/ee6Ooe1V8mGrAWaMnsh4uORkEV3xTfpvOSQLlyBbZ2GvdV5xdIhAIBAKhfEHLL+9XJR+D4dC3knUUyxRRh8ovjKEi7DX7y9YPOjCU3z59uww59koBHabvRI8fduOl5RJJUH34bvsV6Qp32Y4WdtToJVvHGCrB0vIZft9eozdye3wKxlgNtmZjkNP3W0ChLoZehgBFIbf7J6Ji/dHZMP33BAz7PEniotaOR+TOdwEAkdvfDHtXvJfnU7YMAIDh8Pdy5pIBIcHg+65DOXKlDVkWmutbuFNpw5PIikAgFC3EuVpeoWhY2zwnWRU/I0H+QQ5Ad/hHwGmF+vpWvsxlqhP2LpYGLK2lrxEAGDd5og860aeRQKXgwSYVi6NbYaVzLY9ovVGrBKPLW1oydAFyBy8Cq44ooZ4BzoSu/HbkjrehuntUZFOS/SMQCAQCoTyQMulaSXfhnsHS6tmg7D7ZWPLLs8sivnJX3jAsi4fmCOWu5o/wrNCiXGVb69YcIHDG3OE1ZPf5FjndP0FO7xJODBUCmY8sg8tUB87K7QXlulMeSRP1je2hNSqRUM6w+yNErp8kKS1A5zlUAUB7YTng9r/yTyogJBiUGZcE+9F/PwhKKoKacRSofQKBUHIQ52o5xy2jK2r66wHZYyL2fY74OfWgPzqLL/M3U1qmUWr5TbexOrLunyeo1h2ZiWWmH7BY/Ql2aV5AjKGUzfgGQbbNM0v/6YONPD/WXp+9xKAo2Gv05nejVo0WmbAaY3H2iEAgEAiE8oef6NV8XFG1BPveWqyE4HFVaR/AwuPYsbtIdHAwHE3K4rf95Uy/lWXDnRzhMusmlSL5bdomdMwyKkNY+ldcMAZxkIc7ojLSh+c5HpVa2BsOga3ZGLBlaCm5s0oHZIzYDvhI0gGAKnEnYueGmLE+5QJMM+siYsc7nnZu7oX+2E/QXlqJ+JnVED8jQSiJwnjelyiXBQoJKT0AYNTc/eTtjPWFNt+F+voWsRNXRi829pdmImcubcvkt51VO8mei0AglB6Ic7Wck/nYv8jp+bkoYkGZeTmkdixeGSrLFZT3EI0S6cpG7P0UbWx7+f3lJ8Kru1McpJs5Z+oTraqgK30atD1vgGoMXlC9KMm+/1e/9Uw5SqJGIBAIBEJJYa/tP8O1MuuqYD/16eNF2Z17lgkVLvDbd3OIrm0wTFzquRdZAE63tFPa13c198kWgn3NxRVCg3IwgWBpNQnu6PKxwtBRq5+ozLRimOfdxRu3n8jOHV+CYhnoTs7n7Uz/Pi4yi/Iq0x/5UVCnvrHV1xwAwGpMAADKmgbTn/fDuGYcKFsGlHcO8zdg9OLeiFo1Gvr9XwqOpbyc+86KrT3ljAv6g98IbFVJuzznJIl9CYQyAXGulnMYY3XYmowMKmJBjvQRO8DqYsPYq9KFvQ4XxWtpPQmgFbA1HCprezVNPKNammFZFmkWbiZ0WJuqniQVAKAtJRGhtMKvPAMTWa0YO0MgEAgEQvnE+wU9p9uHovrsvt/y245q3QGVvji6VS5hvRJ2pkxJQsqk6/z+29n/47dz7GVbA7Sk6PztLrgYcRTgtXThOL1FVeEEvW+yXldMvfB3rphhy5EeZyhORN+/pQCvpFHRS/vzGqq+0E6zZ9vHgRux9zN+21mpLQDAXrMvqLycJFErR0KVcgKaq+sR80cPRC8bBOXdIwDj4tsyHP5B0KZ3cixHzb6COt1pryRdLAvDAS9Zh0K8xxMIhOKDOFcJASnvItrZ/X5A+tD1sDUeAQDI6fmZH2vp5RyllaRMG7/kLFZfeiUNnJVai8osrZ9D+pMbfaKLCQQCgUAgFAivZDaO2sJkkbYGQ2Cv/xi/z6hLyQRsGSV1wjnkdPsIqU/nLTv2SQqrBef8ybH513UkAJlW6WuUnGPHN9suY9HhJL7s5X9P+22Lcvk45GhVoftX3OR2ekuwb6/7YAn1pAgI5e/BSiSUclpA2bOAs54IZWXGJcT90ky+nTwnLetHcCJr4FzkdnkPOb2/Bp2njypwzOZFpEZunQbN+WWy7VB5x7hMdeCs1EZQ5y0zoErcDkX2da9K4lwlEMoCxLlKCAhbxvSIQkahhju+iceJ5+eHXYOyNQh+apEnQZQh96ofy5LFUb0X7LUGCMrMnd6AO7ZRCfWIQCAQCITyhXdUGKOLBwsKLK1GyqTrXCZxikJOj8/hiq4Hc+e3S66j5QGVDrbmT4HVSQcovBmzAwCw87J8ciYCx7x9NyTL/z15G4sO38Q3267gz6M3wcroWXqj8EkmxKojZSxLL1bfhGnlyPFmazIczvhmMHeYBmfldqJ6c4dpvBPUtGwQ6JybfJ0i5TTi59SHaXZo7w7xc+oDDrOstII7shpYfRysLScGXMmpTD8P45ZXxOV3jyJy/SQoU04BAFiVHs6ELsjp4Qno4fOksCxMK0fy5UQejUAoO4TduXr79m28/PLL6NKlC9q1a4dx48bh4kWhIHT//v3RoEEDwb833vCf/ZBQeNwSIuje5HZ5T7pCUfZmdQsFJf+1iIAVaeayk72xUUUvEX9rKr+dM3hxSXRHHoUK2ff/UtK9IBAIBAKh3CJYJaJQIXXCOaSOPyWIqrQ1HYmM4VvBGIkkT7jJeMwTTTfGwunNX88oW3JTxc2VNDMWH7kpWffr/kR++6stl2F1CnVYp3av5XsI74h0xTaCy1QHuZ3fDV9niwuv9xSWLr2r0goCq45E5tC1sLSdCjCeyNT04duQNmovLG2eB5W3ilCZdQ2xCzrwiagit7wcsH1L86eRPmwLsh74TVAe/3MDKH0c7/m4jdUF+7ld/ydpJwvLIPrvh6C9tBIRu97nivIkV2xNR8Gcl9fEWa0bAEDrLQ8A+JWrIxAIpYuwOlcdDgcmTpyIlJQUzJ49G4sWLYLBYMCYMWOQns7NzFosFiQmJuKnn37Crl27+H9vv01myIuazMdWwNz2BX7f0vxpQRSDteVEpE44C0vryXyZt/29hLXxcMnyWCpbdnlScZFldYIJYnZ+wYFE7LvOLTEZ36GaIAulq0aPIutfYXBHJgAQvoAQCAQCgUAoPPYGjyGn24fIGLqOK1AbiK5qMeLykUDSwIH91zPhltAOJQAWhxtPzD8sKPviIfmoxOlbPcl6D7zcDaPaiScI8nU6ze1fRcaI7WCMCWHqbfGSOfgvuGIbImtQKQuWCCNZD/wKe+2ByHjkH7ij63ITPhJSYdFL+gMAVKn+JSFyu7wHc9f/wR1TH46qnYPuR46XFjUQODGgL/Ezq4vKWKXnuctEVAbguTcjtwtlH6ytngnpfAQCoeQI6zqCQ4cO4cKFC9ixYwcqVuSiJL/66it06NABW7ZswZAhQ3Dp0iUwDINWrVohKoqEuRcnTGRVWDq8BkuH10Dn3ARjqAT1zb1Qpp3lbVh1JMwd34C18QiwWhPYe3QpQm73T6A7s0hU/oryL2Tbwqdt5HQzuJCci8aVIkEFoS16KcWMYQsOo2fdWHw1qImnv3YXWBaI1HJf6Q/XncfK03cBAJWQhneODwfyEq06qnQIW//DTfqovQDLiLTJCAQCgUAgFBKKhq350yXdC0IeTahrOMLWx6VUMxpUiCjp7pQ6Xl9xRrD/dr966F0/HsBZSfv/Tt3ht+XG1Pk6lmVd8sxZtRMyntxU0t0oUlhdLLIH/hzQTplxAcbVY/3apA9dz0nA5aPSBdWHjMfX8M7PfJjIKkEd6w/GUIHfzo9ipZxmRG56UWDHKjRg9BVAIBDKBmGNXK1Xrx7mzJnDO1YBgKa5U2RnZwMAzp8/j7i4OOJYLWGYyKoArYCt4ePcvi7OU0nRYKJq3LOOVQDcMvX+M2FuM1VQXJO6g2xbmDK7up2oMrs6ev7TGGtXLwnqkCVHuaVR2y6l8WVn7+ag14970HvGHuTYXOg4fQfvWAWAt1V/CNqgzXdRaqEo4lglEAgEAoFQLkkftpXf/kTFySGNXHikpLpTZPy0+xrafb0D/Wfu5ROrBsJbMzUp08qvvgKAcR2rY3BzzsllUBdsnEg5ckBbufEzqy7bztV7GUZjEpVprvl3NIfiEE0ftoXfdpskpCUglgoIFSbSEzHNqriJFTr3FrTn/xbYpY097FeujkAglC7CGrkaHx+PHj2Ey40XLlwIm82GLl26AOCcq3q9HlOnTsWRI0cQHR2Nxx57DKNHj+YdsQVBqSwbDx6Fghb8X9I4W0+AWWeCK6EzuYY+uBsNhptlYTj8PV/2p7sHqjtdYblWEYs9CZzGXH8NGcoRAY/xVgNQKmmkmR0Y/bsnaVXvGXtEx9Si7gj22ajqpe4+LIuQa1h4yDUsPOQaFh5yDcNDebyOZFx071Bs17BCA36zEe3RDC0r95o/8q8dTVOYm5eEKsPqRNfvduHo6z39HmtxuDBywRE0rhSJjx9shP/zWuIPAN3qxvLXaOOUzth2KRVvrZSOYF3yVFvJ6xmxYgK/TcXUKpXXnHyXA5M14Tiif6whW++OawxF6hmYH1sK3coJgEoHhSFGJClg7fgaNKf+AKtQQZF1nS+nKjRExnPXALcTChknvL3FWOh3fsjvm/t/D2XiLoBWQnNavPLRF0oXxd9/tJZzrvpqvmZOPAmFTEK8oobch+GBXMfCU9auYUjO1aSkJPTp00e2fu/evYiJ8TwENm7ciK+//hpjx45FgwbcYOLixYvIzs7GgAEDMGXKFBw+fBhfffUVsrKy8MILBdP3pGkK0dFlawbSaAxuOUKx0HVcSfegQBTbNZx2FfiSm7nsRR/Dv3fNGNO9kPdbzl0g/YKgKJh7eIXXkqdEsxPPBBHtENF2GHDEk41S9egMqPKuXam6D8so5BoWHnINCw+5hoWHXMPwUF6uIxlb3psUyzWs2Ay4e1JQpDVooStgRGZpY8e1TFHZ9VwnWlYzyR6zat91XE2z4GqaBd+PaIPdV9IF9V0bVYIy7+U6GsDwikb0aVYFRq0KT8zZixNJWbxtxwYyCXwTd/GbpiqlO2Eb+S4H4PXrXMKrr2oLy2PqQPHcXoBhYKBpoP4ZgFYhWqUVt3HfO9w/ey7wWVW+mHvuB3j293gOUAOo2xeo0BgGhQrAGK6u6yTAnAwktAdWvwyc+Q+IrQdojcCNvQAAvU4Dff7vS26c5ClMVQoXHRsOyH0YHsh1LDxl5RqG5FytWLEi1qxZI1vvvdR/8eLF+Oijj/Dwww9j2rRpfPnPP/8Mu92OyEgui3mDBg2Qm5uLWbNm4fnnny9Q9CrDsMjOLhvZNhUKGkajDtnZVrjdwS2TIQgp/muoQXTeVlfFaYw8nIS3+9YtVIuqK3vhq66VkWEOqY2Hf9wd0Oaf8e2QsP4T4XnYWCiyreQ+LCTku1x4yDUsPOQaFh5yDcNDabiORqMubNENZGx5b1Gc19AQUQ3qPOeqDjZYocXyg9cxsLGMU7CMkH8NX/v7uKhu19k7qBGhkj32XFImv13nLfG7Zk62VVSmBmAzu5FlcQjK5cbT+WN5JqIyskIccxcX5LscLCoAKlDjj8M0twVfmjFqp887Dg3ADcDf35uCMboOFBmXkTnhBNhg742mz3L/ZzsAeN2D2jrcPyuA3t9x/wCAZRH9PefEzaz+AH8e2kbDV4jP0u0D2EvwHiX3YXgg17HwlIZrGMrYMiTnqkqlQp06dQLaffXVV5g7dy6eeuopvP766wJRcbVaDbVaLbCvX78+LBYLsrKyEB0d7dtcULiC1PMpLbjdTJnrc2mj5K4hW+jzUufXCvbPKuojrhBt1o7V40qa8CWwfrwB1aJ0UKZ4sme6DRUFfSf3YeEh17DwkGtYeMg1LDzkGoaH8nQdy9rnKE/XvqQojmvojGkA9WXOgdiSvoy9TBOwTOHHlqUFm1P8OVxuFk6nG4mZNlQzaUUJp25mip2nguP9XBtvySw5W/UVz7g786FFcJfya02+y0GiiRXsFvQdJ334dq9Giu66p447BbBusCoTfx5aKQy3SZl4kUu4VQr+/uQ+DA/kOhaesnINwy5ekO9Yff311/HGG28IfjxZlkXfvn3x448/Co45efIk4uPjC+xYJRCKGmvjYfx2dSpZ0oYyJ8O4+mmobmwL2J7pgjCBFUMFnueYl6dfJcUbfesJ9n96ojkWjmotsrO0ezngeQgEAoFAIBAIRYO15TP89jvK3wEAJp18VGd5ID5CjffWnsdj8w7izVVirVTvRK2+9KwbK1sHAB8O9OjYxkeoJW2i1nr0VhmtKUBvCWURZ+X2Jd2FgLBaE1id8H5mDJWFRqqysfyZQCCICatzdf/+/Zg7dy5GjRqFhx56CCkpKfw/s9kMiqLQr18//PLLL1izZg1u3LiBpUuXYu7cuZg6dWrgExAIJYTb6BFOV8KNGxniGfbIHW9Dc20DTCtHyrZDZ15F7Nwm/L6V5QaBlO+0uw+nb2dj1u5rAIA61E1EI1tQ37KqUbDfOsEE2icqgFEZYGs4xO95CAQCgUAgEAhFB6v2RKo1oblEOndy7CXVnbBhd7mx5dxdfj/ay2HMsMC6s1xwwuYLqUG3+eOQZvj8ocZ+bZpUNqJFFW4c/HDTSgHb9L7+hLKPs0JLAIC5zfMl25GCQlFwVOkIAMjuPb2EO0MgEApDSLIAgVi1ahUAYOHChVi4cKGg7rnnnsPzzz+PV155BREREZg+fTru3LmDhIQEvP322xg6dGg4u0IghBV7wyGI2Pc5AM65uvBgIt7uX19gQyWf8uwwboAWJyaI/aObYP8H1yOYploKGv7D3Ccu5fSrOtJnsET9MQDgJcckrGE6YO6wlqAoCu/2r4+PNlzAp01ToDn/N+z1HwNt9iTASh+5C1Bogv/QBAKBQCAQCISw4zbWgCKbc6xq4MBH6y8E5RgszXT8eqdg/++n26LPDC6Bz7trzgnqWJYVrG6sEa3DdZ/AhQ2TOiJaLx2J6st3jzXFsZvZaF/dJK70DWBQksjA8kTmI39BkZ0Ed0y9wMallKzBf4LOuQXGmFDSXSEQCIUgrM7Vjz76CB999JH/EyqVmDJlCqZMmRLOUxMIRQpjqARGFQHamYsqVBqaVo4U1NO5t6DOTeT3dSd/hbXFeIGN8tYBUbs54AZ4FDwDvyyrE2vOJqN/g3jEGrhBpcPN1c9ReWY0v1HPwjeYBSwHcnr9HwY1eACPVIpFzJ/DgUsAs+t/sNe+n7f3XYZCIBAIBAKBQCh+rI2H8ZP28VQWktj4Eu5R+DFq5aUO7C4GWpUnCMFnsRU+vL9B0I5VADColehSK0a60mULuh1CGUSpK9OOVQAARRPHKoFQDgi75iqBUF6hnbkAgHpUEnQqYVSq5tIq4f65v0XHRy9/VFRWv3o1AADlFbnad+ZeTN96GS/+cwo2pxuXUjzZIo2UdObiyK2vIu7nRoj5c4Cnv7YM6M784TGiyNedQCAQCAQCoaSx132Q3/4pb+J8x+U0nE/OLakuFQmNK0VKluc63AC4CFYAoCD0rnauKeMoLQC0wyOllfXA/LC1SyAQCASCN8TbQiAEia3eYADAGOUG2H2y1d3MEmplZdlcgn1lyin48oZzPCrGcZEKFOtprwIy0IC6gXPJuRj40z4MW3C48H2v+1Ch2yAQCAQCgUAgFB4mqia/3YS+jnhk4pV/T2PkwiNwuUt/RmRf/jp2S7L8uW41JctvZlrR7usdaD99J9wMC7fP0v2oMCb4UmRdAwC4DRXhqNk3bO0SCAQCgeANca4SCEFC594GACRQqci0OgV1d3Icgv243HNQX1kH1U1Oa+rwzn8F9W1ts7DE3RsRWm7JE+0lC7BK8zbWa97AQHo/cu3czH4VpGKV+q0C951IAhAIBAKBQCCUTrrTJ/jtHLvLj2XpwsWwOJyYiS83XxKUD29TFQDQoIJ08qjxS47z27eybIJEse8NqC91SIExrhoDAFCY7wawJBAIBAKh4BDnKoEQJJZ2L/Db3++4KqhjaPEMe9Ta8TD9+zgUaWex/YaP3pMhHrte6Aqa5r6C3rIAFahMAMAs9Xd82QrNO2hKXytw383tXynwsQQCgUAgEAiEosM7btN39VNp5UJyLnr/uBvP/nlCUP7+wAZ4qn11AJzu6n/j22Pdsx1x8JXuku3czvaMkV/uVQcPSSX2cjtAF9A5mi/rRSAQCARCUUKcqwRCkDAGz2BPAbegrmHKGtnjlOkX0JE+AwDIZvVobZuNtc92hEZJI384XZvhMsZeSTMLjv1X/S5mqr5FHJUNKVilFrmd3haV5/T4TGinjZbtH4FAIBAIBAKheEkbe4jfzoUng32Wz+qo0so326/A6hRKGFz8ZCAGN68Mk94TdFAlSssnaG0iocG68FASv/1Qk4qS54pe0hex89tAfW1TSH1UZF7ht50VWoZ0LIFAIBAIoUCcqwRCkLAqz9KmoYptyLZ5Br+Vc8WaqvkcvZWDBxQHAHAJqdxaj0i//fJOge2vG/YI9lvSl3F/3rG+5HZ6G6kTL8DaehJSJpwX1NmajoKl+Tj/H4hAIBAIBAKBUCIwhkpgVAYAwHj1Br78573XS6pLIXHoRqZgf9bQ5lAp/L9a1onTi8r2XcvgtyM0SvFBLAtlnpM0avVYaE//IbaRwfSPJ5lsTr/vgz6OQCAQCIRQIc5VAiFIGEMFfrs1dRHbLqYBEM6KS9Hj1Bv89ip3B8x5soWnTa/sqKzTil7JvwXVl4yha2Ft9SxA5X2F1QZYWk8BAN6pamn3IpyV2iCnx+dBtUkgEAgEAoFAKD5oJ7diqT1Ooy99GG2o89h/PbNkO1VAIrUSjlEfmlU2htyu9uwS4Xm2vQ7d4R8BAOora6FMFsoSaM4uhfrKeoBlQFtT+XK3qXbI5yYQCAQCIVgC/woSCAQO2vN1OcLWw+INF9C/YTyq/eHRkDrI1Mfjjg/wlGIt3lctFDVRrfs4VIk18PumVo8BGzk7c8YdVKbSguqKK7ouQFGCMnPHN2BtOgZMZBUAnBRA5mP/Bf/5CAQCgUAgEAjFRk6PzxC5/U0AwFz11wCABrb5YFkWlM84j7KmgVVoATU3jnS4GKgUlMiuOMiVSLoVk7f03x8PNq0EBU2hZdUojPr9CMwOd8BjIre+JiqL2Pc5XBVbIWrtBABAyuREgKKgvrIexi3iPAOZDy8OeB4CgUAgEAoDiVwlEELAXrMvAMCd99X5wic76qfOETjwcjdMfvEz0bEAUK2GMANq1Xpt+O3tx8+iu+JkcB1R6sRlFMU7VgkEAoFAIBAIpRtHzT6isoH0AXyy8SIAQHVjG1Q394CyZSJuXgvE/9wAYFmkmR0YMHsv/rf+QnF3GQAw5NdDorLKRi2/rbqxDeprm0U2SprCQ00roVq0DotGtxHUta0WJbLXnF8m24eIXe/z2+orXO6DqLXSkljOSm0kywkEAoFACBfEuUoghIDq7lEAwJeqnwEAa0/fEtSP7d6MjyCY4XpYdLw7uq5gn6IoJDLx3LEXJvo9tyu2IQDAkdCtAD0nEAgEAoFAIJQmWLV4mfy36pn47+QdULYMmFaOhOnfoci6tIuvt55YhrXHLuIU9QSGXZgK098Pw7hmHMAEjgINF2lmh2C/XXUTv626shGmlSMRtXoMInaIk67mUyVKi5UT2ucleAW+GtREUE9nJ8K46QXZ45Vp5/jtqHXPACwjawuVWOuVQCAQCIRwQmQBCIQQoK2eZfud6NOoRiUL6mtWMPHbpgEfAJtX8Ptpo/ZJtlmN/v/27jw+puv/4/h7sgcJscRaS1WsQYKKLTRKUUrVUqW11FrV2kpRWnTX+rb2fSmqu7Zoqf6+39JaGxRdUEtR+xYRsuf8/kgzNZKQzEwSidfz8cjD3HPvPfecj5mbM5/ce+75VGXRVbvK5do5JRatpny7ZkqSrtfqp7iyD8h4F061PQAAAHIXk07Sr7nLTnkeOWldvn7xuPX1tfAPFFigpiSpsetv0tnkcveTWxV/T+Msa+v1uETl83BNVb51WBO5ufw7NUG+/462vvbet1RRoa+lW2cJXy/99HzabS6yrIHN8qWu36nwxy3Trcsl6kya5cbl9tMVAADgKK5cBey00uM16xWskvRjYg25FCxjXW5Zxd9m+yTfMsqoqLB3FdlumeJL1beWxVbpLJPf32buVwAAAORSFhdFNRiTqnihx7s2c41W/f3df1/H7NKW02lcper6z/jQGCkhxqnNXLL9uJpO36yOC3dIkvLfkGS9MbEqSYlFq9k269KfmT6e+ynbCxKuPvBOqnpvVuSD+9MsvzDwcKaPDwBAZpFcBTLhVnM2PRk/VsV905gLVdIb8d3S3a9D7CSb5aQbbhGLKxemKw8v1aWu30kWPq4AAAB5SXTwYCX63HPLbdySYm2WJ6Tx0FTPX5dLkvzmV1exufcp6vgup7Vx5k9/SZJORCQnbRvfm3wXVZfa/87173o6XNq5VO7H/muzb+GVD9z+AEmJKvC/0fLau0iSlG/7Ozar44sFSpIudfufTXlUyIu3rzsHHvgFALj7kK0BMiHi0bQn1j9j/LRjeJNUT2xtG/+WJsT3VMXWqZ9cmqJy7VB1jR2v3YXb6krbD3S5m+0DAOLKN7/tX+sBAACQOyUWLO9wHd5/fim3Ez/JLT5SkuS1YXia20Vcj9ekdQe0/djlDNV7NSbBZtkYo2txyVfOBvjnt5b7fvKItPq5NOuwxEbe8hgef30n799XyOfHCckFbl426xP/ee5AYuFKOt//T8WVrK+ItssUXedZxfvXttk2rmwz6+uIRz+75XEBAHAW7i8GMiOdW/K/D5qjh9L4y/jEnh119OJDanpf0XSrHNqsog5WK66S/v0V58Jf1wEAAO4mSV6FHK4jolCg/L5+3Lr81zUP3XfTNknGqMXsrZKk1b+d1c8jQm9b7+Ltx22WE82/CVcfz4x9lfQ88LliavZOf/2hNTbLHsd/sN3A5Ya5Xt29daXjDRc73DQ2v9J2mTyOfKuEYjWU5Fs2Q+0DAMBRXLkKOMFDDRumWV7Wz/uWiVUpea6qaiV85EpiFQAA4K4TX/rfceSFhpMzvF/5mA81KO55SVKhiH02646aEqm2j463nav1elyiPtz5t3b/fUWDPt2rP85eTbXP5qOXbJaTkoyuxiYnVwukJFcT4222iS9RR3El/31ugEv0hVv2w+vPr6yviywMtFmXeJsEaVJ+22ccyGJRXMU2JFYBANmK5CqQSdGBvVIXMp8TAAAA7BBTvbuiGk/U5S7rZIJ6q3zMh2luF2Vsb5ef9lgNxcgjzW1LecWmKktINJJSfqSm0zfrPz8cUf+P9yj8eISeWr479T5JxmY5yRgduXhdZSznFfpTF3ke+Exulw7YbON+Zqeimr727z4FSsoSGymfDc/J9fKtHzDlEvPvdAWRzd/T5U5rbrG1FF2zj/V1ok/GHx4LAIAzkVwFMimqySRdfHKLzvc/qGt1h+pij59yukkAAADIrSwuiq71tBKK1ZAkVSicTyeSiqXarGvcBOvrp+JGq0H5wrqnUnCaVeY311KVxSckapXHy/rLq7vqWvZnqGnHL0fbLD+26GdJ0ktuy+UT8Yd8vx8qv09apdovsUgVJRZIfuCVx1//p6ILqsnr4Bcq/GHTDB03yT2/Yqt0kvEufMvt4kuFWF/HlWmUoboBAHA2kqtAZllckm81cs+n6/VHKskJDyEAAAAAJOmT3nXVJu4NjY7vp2ax72ppQgs1if2P3unfVf3jhql17Bt6acAASVKNSpXSrKNAYuqHSMXFRCnI5ZAk6TPPSWnud+BslCTp9zNXdf+7m5Lr0nX1cN2gYorQuag4SVIr15/Tbb9x9ZQkxZeoK0ny/GuD7QY3TSOQULhyqjquPjgt3fpvdvGp7YpqME7XGk24/cYAAGQBHmgFAAAAAHeQ97o11OsbiuqxwJKat6uC5nSpqaIFPDVywBDl83CTp1vyNTKBpf3S3L+qjmjvmZN6+Yfz6l63jC5ei9Os73/RHq80N7cau/YPNa1YRMvC/7aWfeMxRmVdzmu020cKjF2Y/s4lAhXvWkDX7h8hSTIe+dPczBJ7Rb7fPyfj5q3INgslYzv1wOWOXyqhZN1bN/QGST6lFR08KMPbAwDgbCRXAQAAAOAOUrOUrz7qmZxgfDy4tLXcL5/tHKtFC3imX8fn9bVKUvmvVkiyqJgSbNa7K0HxN30drFq8gE1iNb+iVdblvCTJx5IyRYBtMtSq/0ZFXYlRQkJS8rJr2vPBup8Jl8eJ5KtiXSKPy/XKEZv1mUmsAgBwJ2BaAAAAAADIo153S77a1EO2t+N3cf0h1dyr6/eft1ke5vbZTbUZPVMpKtUxrvT4n+Tiarulm3ea7Sn4bV/ra0t8tCxJCWluBwBAbsGVqwAAAACQS7WLfVUPuu7UdeMlI2ms+0qb9U+4/VefJYZqkvsSm/LX3BdJkgJjFqir6//0fVKw/jIlbba5eW5VFxkNdPnCpsxYXJVUJPW8qdeDBsntzG4lFg5QkncR5Q9/L9U2hT9qbrOcMqUAAAC5CclVAAAAAMilile6X/8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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cidx = cids_ind\n", "calcs = [\"COXR_VT10vNIN = COXR_VT10 - iNIN_COXR_VT10\"]\n", "\n", "dfa = msp.panel_calculator(dfx, calcs=calcs, cids=cidx, blacklist=coblack)\n", "dfx = msm.update_df(dfx, dfa)\n", "\n", "xcatx = [\"COXR_VT10\", \"COXR_VT10vNIN\"]\n", "\n", "msp.view_timelines(\n", " dfx,\n", " xcats=xcatx,\n", " xcat_labels=[\"Vol-targeted directional returns\", \"Vol-targeted relative returns\"],\n", " cids=cidx,\n", " ncol=2,\n", " cumsum=True,\n", " start=\"1995-01-01\",\n", " same_y=True,\n", " all_xticks=True,\n", " title=\"Base metals futures return, cumulative, outright and relative to non-industrial commodities\",\n", ")" ] }, { "cell_type": "markdown", "id": "4b5fb8ad", "metadata": { "heading_collapsed": true }, "source": [ "### Data selection and composite scores" ] }, { "cell_type": "code", "execution_count": 18, "id": "c2274b86", "metadata": { "hidden": true }, "outputs": [], "source": [ "# Pick the commodity returns\n", "\n", "filt_cat = dfx[\"xcat\"].isin([\"COXR_VT10\", \"COXR_VT10vNIN\", \"COXR_NSA\"])\n", "filt_cid = dfx[\"cid\"].isin(cids_ind)\n", "dfx_ind = dfx[filt_cat & filt_cid]\n", "\n", "# Pick and rename the U.S. indicators\n", "\n", "xcatx = xcatx_indz + xcatx_yma\n", "filt_cat = dfx[\"xcat\"].isin(xcatx)\n", "filt_cid = dfx[\"cid\"] == \"USD\"\n", "\n", "dfx_usd = dfx[filt_cat & filt_cid]\n", "for cid in cids_ind:\n", " dfx_usd[\"cid\"] = cid\n", " dfx_ind = msm.update_df(dfx_ind, dfx_usd)" ] }, { "cell_type": "markdown", "id": "f36a2e42", "metadata": { "hidden": true }, "source": [ "Composite scores" ] }, { "cell_type": "markdown", "id": "ca21c851", "metadata": {}, "source": [ "In the following code block, we compute straightforward averages of key U.S. economic indicators and incorporate them into the dataframe. These composite indicatpors will be used as signals for naive PnL calculations later in the noteboik. Specifically:\n", "\n", "`IOMT_ZC` represents the mean of two indicators: Business inventories, 3-month moving average, and the Industrial production trend.\n", "\n", "`IOST_ZC` signifies the mean of Business inventories and Durable goods orders.\n", "\n", "`TURN_ZC` is determined as half of the difference between the ISM manufacturing survey and the previously calculated IOMT_ZC.\n", "\n", "`TURN_ZCX` corresponds to one-third of the difference between the ISM manufacturing survey and the combined sum of the previously calculated IOMT_ZC and IOST_ZC." ] }, { "cell_type": "code", "execution_count": 19, "id": "2f3c5fa2", "metadata": { "hidden": true }, "outputs": [], "source": [ "cidx = cids_ind\n", "calcs = [\n", " \"IOMT_ZC = 1/2 * ( BINVENTORIES_SA_P1M1ML12_3MMAZN + IP_SA_P1M1ML12_ZYMA )\",\n", " \"IOST_ZC = 1/2 * ( BINVENTORIES_SA_P3M3ML3ARZN + DGORDERS_SA_P3M3ML3ARZN )\",\n", " \"TURN_ZC = 1/2 * ( ISMMANU_SA_D3M3ML3ZN - IOMT_ZC )\",\n", " \"TURN_ZCX = 1/3 * ( ISMMANU_SA_D3M3ML3ZN - IOMT_ZC - IOST_ZC ) \",\n", "]\n", "\n", "dfa = msp.panel_calculator(dfx_ind, calcs=calcs, cids=cidx)\n", "dfx_ind = msm.update_df(dfx_ind, dfa)" ] }, { "cell_type": "markdown", "id": "fc28a25f", "metadata": {}, "source": [ "## Value checks" ] }, { "cell_type": "markdown", "id": "7a48cc91", "metadata": {}, "source": [ "In this part of the analysis, the notebook calculates the naive PnLs (Profit and Loss) testing predictive power of sentiment changes. The PnLs are calculated based on simple trading strategies that utilize the created composite score as signals (no regression analysis is involved). The strategies involve going long (buying) or short (selling) on Equity positions based purely on the direction of the excess inflation signals.\n", "\n", "To evaluate the performance of these strategies, the notebook computes various metrics and ratios, including:\n", "\n", "- Correlation: Measures the relationship between the strategy returns and the actual returns. Positive correlations indicate that the strategy moves in the same direction as the market, while negative correlations indicate an opposite movement.\n", "\n", "- Accuracy Metrics: These metrics assess the accuracy of composite score strategies in predicting market movements. Common accuracy metrics include accuracy rate, balanced accuracy, precision etc.\n", "\n", "- Performance Ratios: Various performance ratios, such as Sharpe ratio, Sortino ratio, Max draws etc.\n", "\n", "The notebook compares the performance of these simple sentiment changes strategies with the long-only performance of commodity futures. \n", "\n", "It's important to note that the analysis deliberately disregards transaction costs and risk management considerations. This is done to provide a more straightforward comparison of the strategies' raw performance without the additional complexity introduced by transaction costs and risk management, which can vary based on trading size, institutional rules, and regulations.\n", "\n", "The analysis in the post and sample code in the notebook is a proof of concept only, using the simplest design." ] }, { "cell_type": "markdown", "id": "3b55e7f6", "metadata": { "heading_collapsed": true }, "source": [ "### Medium-term excess demand" ] }, { "cell_type": "markdown", "id": "d557f089", "metadata": { "heading_collapsed": true, "hidden": true }, "source": [ "#### Specification notebook" ] }, { "cell_type": "markdown", "id": "eef5621a", "metadata": {}, "source": [ "As mentioned in the beginning of the notebook and in the post itself, the hypothesis is that both past inventory growth and past industrial production growth are negatively correlated with future monthly or quarterly base metal excess returns (relative to non-industrial commodity returns). Here we empirically test this hypothesis." ] }, { "cell_type": "code", "execution_count": 20, "id": "eb174bcf", "metadata": { "hidden": true }, "outputs": [], "source": [ "dict_ind_mt = {\n", " \"df\": dfx_ind,\n", " \"sig\": \"BINVENTORIES_SA_P1M1ML12_3MMAZN\",\n", " \"rivs\": [\n", " \"IP_SA_P1M1ML12_ZYMA\",\n", " \"DGORDERS_SA_P1M1ML12_ZYMA\",\n", " # \"DGORDERSXD_SA_P1M1ML12_ZYMA\",\n", " ],\n", " \"targ\": \"COXR_VT10vNIN\",\n", " \"cidx\": cids_ind,\n", " \"black\": coblack,\n", " \"srr\": None,\n", " \"pnls\": None,\n", "}" ] }, { "cell_type": "markdown", "id": "c3421a26", "metadata": { "heading_collapsed": true, "hidden": true }, "source": [ "#### Correlation and accuracy" ] }, { "cell_type": "markdown", "id": "42e5d0ba", "metadata": {}, "source": [ "As expected, past inventory and industrial production growth have negatively predicted future monthly or quarterly base metal excess returns (relative to non-industrial commodity returns) from 1995 to 2023." ] }, { "cell_type": "code", "execution_count": 21, "id": "69d94453", "metadata": { "hidden": true }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dix = dict_ind_mt\n", "\n", "df = dix[\"df\"]\n", "sig = dix[\"sig\"]\n", "targ = dix[\"targ\"]\n", "cidx = dix[\"cidx\"]\n", "blax = dix[\"black\"]\n", "\n", "crx = msp.CategoryRelations(\n", " df,\n", " xcats=[sig, targ],\n", " xcat1_chg=None,\n", " cids=cidx,\n", " freq=\"Q\",\n", " lag=1,\n", " xcat_aggs=[\"last\", \"sum\"],\n", " start=\"1995-01-01\",\n", " blacklist=blax,\n", " xcat_trims=[10000, 40],\n", ")\n", "crx.reg_scatter(\n", " labels=False,\n", " coef_box=\"lower left\",\n", " separator=\"cids\",\n", " xlab=\"Score\",\n", " ylab=\"Next quarter return\",\n", " title=\"U.S. business inventory growth score and subsequent base metal excess returns, 1995-2023\",\n", " title_adj=1.03,\n", " size=(10, 4),\n", ")" ] }, { "cell_type": "markdown", "id": "6e7dd0f1", "metadata": {}, "source": [ "Across contracts, negative correlations prevailed across 5 out of 6 sections, with the lead being the odd metal out. The strongest negative forward return correlations were recorded for aluminum and tin with over 20% quarterly forward correlation coefficients.\n", "\n" ] }, { "cell_type": "code", "execution_count": 22, "id": "42aebc29", "metadata": { "hidden": true }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dix = dict_ind_mt\n", "\n", "df = dix[\"df\"]\n", "sig = dix[\"rivs\"][0]\n", "targ = dix[\"targ\"]\n", "cidx = dix[\"cidx\"]\n", "blax = dix[\"black\"]\n", "\n", "crx = msp.CategoryRelations(\n", " df,\n", " xcats=[sig, targ],\n", " xcat1_chg=None,\n", " cids=cidx,\n", " freq=\"Q\",\n", " lag=1,\n", " xcat_aggs=[\"last\", \"sum\"],\n", " start=\"1995-01-01\",\n", " blacklist=blax,\n", " xcat_trims=[10000, 40],\n", ")\n", "crx.reg_scatter(\n", " labels=False,\n", " coef_box=\"lower left\",\n", " separator=\"cids\",\n", " xlab=\"Score\",\n", " ylab=\"Next quarter return\",\n", " title=\"U.S. industrial production growth score and subsequent base metal excess returns, 1995-2023\",\n", " title_adj=1.03,\n", " size=(12, 6),\n", ")" ] }, { "cell_type": "markdown", "id": "5da38525", "metadata": { "heading_collapsed": true }, "source": [ "### Composite excess demand & mood swing score" ] }, { "cell_type": "markdown", "id": "226e2b01", "metadata": { "heading_collapsed": true, "hidden": true }, "source": [ "#### Specification notebook" ] }, { "cell_type": "markdown", "id": "c8146bbf", "metadata": {}, "source": [ "\n", "We compute stylized Profit and Loss (PnL), which represents dollar-based gains or losses after accounting for funding costs, using established methodologies as described in previous posts and for the aforementioned strategies. Initially, we create a dictionary wherein the primary signal, denoted as TURN_ZC, is calculated as half of the disparity between the ISM manufacturing survey and the average of Business inventories and Durable goods orders. The objective is to assess the relative returns of base metal futures, termed COXR_VT10vNIN, which measure the performance of each metal contract in relation to a basket of non-industrial commodity contracts." ] }, { "cell_type": "code", "execution_count": 23, "id": "de1ed272", "metadata": { "hidden": true }, "outputs": [], "source": [ "dict_mss = {\n", " \"df\": dfx_ind,\n", " \"sig\": \"TURN_ZC\",\n", " \"rivs\": [\n", " \"TURN_ZCX\",\n", " ],\n", " \"targ\": \"COXR_VT10vNIN\",\n", " \"cidx\": cids_ind,\n", " \"black\": coblack,\n", " \"srr\": None,\n", " \"pnls\": None,\n", "}" ] }, { "cell_type": "markdown", "id": "398abc79", "metadata": { "heading_collapsed": true, "hidden": true }, "source": [ "#### Correlation and accuracy" ] }, { "cell_type": "markdown", "id": "6a11dee3", "metadata": {}, "source": [ "As first step we check correlation and signal accuracy of the earlier defined main and alternative signals and the subsequent returns on monthly basis. The relationship is positive for 5 out of 6 contracts." ] }, { "cell_type": "code", "execution_count": 24, "id": "0e0f1362", "metadata": { "hidden": true }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dix = dict_mss\n", "\n", "df = dix[\"df\"]\n", "sig = dix[\"sig\"]\n", "targ = dix[\"targ\"]\n", "cidx = dix[\"cidx\"]\n", "blax = dix[\"black\"]\n", "\n", "crx = msp.CategoryRelations(\n", " df,\n", " xcats=[sig, targ],\n", " xcat1_chg=None,\n", " cids=cidx,\n", " freq=\"M\",\n", " lag=1,\n", " xcat_aggs=[\"last\", \"sum\"],\n", " start=\"1995-01-01\",\n", " blacklist=blax,\n", " xcat_trims=[10000, 40],\n", ")\n", "crx.reg_scatter(\n", " labels=False,\n", " coef_box=\"lower left\",\n", " separator=\"cids\",\n", " xlab=None,\n", " ylab=None,\n", " title=None,\n", " title_adj=1.03,\n", " size=(12, 6),\n", ")" ] }, { "cell_type": "code", "execution_count": 25, "id": "5ca29c8a", "metadata": { "hidden": true }, "outputs": [], "source": [ "dix = dict_mss\n", "\n", "df = dix[\"df\"]\n", "sig = dix[\"sig\"]\n", "rivs = dix[\"rivs\"]\n", "targ = dix[\"targ\"]\n", "cidx = dix[\"cidx\"]\n", "blax = dix[\"black\"]\n", "\n", "srr = mss.SignalReturnRelations(\n", " df,\n", " cids=cidx,\n", " sigs=[sig] + rivs,\n", " rets=targ,\n", " freqs=\"M\",\n", " start=\"1995-01-01\",\n", " blacklist=blax,\n", ")\n", "\n", "dix[\"srr\"] = srr\n", "srrx = dix[\"srr\"]" ] }, { "cell_type": "markdown", "id": "14a890db", "metadata": {}, "source": [ "The `.summary_table()` of the [`SignalReturnRelations`](https://academy.macrosynergy.com/academy/Introductions/Introduction%20to%20Macrosynergy%20package/_build/html/Introduction%20to%20Macrosynergy%20package.php#signalreturnrelations) class gives a short high-level snapshot of the strength and stability of the main signal relation." ] }, { "cell_type": "code", "execution_count": 26, "id": "849a0a18", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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accuracybal_accuracypos_sigrpos_retrpos_precneg_precpearsonpearson_pvalkendallkendall_pvalauc
Panel0.5410.5410.4940.4990.5410.5420.0850.0000.0590.0000.541
Mean years0.5390.5300.5030.4970.4330.4970.0300.4350.0150.4380.528
Positive ratio0.7330.7000.5330.4330.4330.6000.5000.3330.5330.3670.533
Mean cids0.5410.5410.4940.4990.5410.5420.0850.2710.0580.2750.542
Positive ratio1.0001.0000.0000.5000.8330.8330.8330.8331.0000.8331.000
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" ], "text/plain": [ " accuracy bal_accuracy pos_sigr pos_retr pos_prec \\\n", "Panel 0.541 0.541 0.494 0.499 0.541 \n", "Mean years 0.539 0.530 0.503 0.497 0.433 \n", "Positive ratio 0.733 0.700 0.533 0.433 0.433 \n", "Mean cids 0.541 0.541 0.494 0.499 0.541 \n", "Positive ratio 1.000 1.000 0.000 0.500 0.833 \n", "\n", " neg_prec pearson pearson_pval kendall kendall_pval auc \n", "Panel 0.542 0.085 0.000 0.059 0.000 0.541 \n", "Mean years 0.497 0.030 0.435 0.015 0.438 0.528 \n", "Positive ratio 0.600 0.500 0.333 0.533 0.367 0.533 \n", "Mean cids 0.542 0.085 0.271 0.058 0.275 0.542 \n", "Positive ratio 0.833 0.833 0.833 1.000 0.833 1.000 " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "display(srrx.summary_table().astype(\"float\").round(3))" ] }, { "cell_type": "markdown", "id": "57314b6a", "metadata": {}, "source": [ "For a comparative overview of the signal-return relationship across the main and rival signals, one can use the [`signals_table`](https://academy.macrosynergy.com/academy/Introductions/Introduction%20to%20Macrosynergy%20package/_build/html/Introduction%20to%20Macrosynergy%20package.php#signalreturnrelations) method." ] }, { "cell_type": "code", "execution_count": 27, "id": "00a68d64", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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accuracybal_accuracypos_sigrpos_retrpos_precneg_precpearsonpearson_pvalkendallkendall_pvalauc
TURN_ZC0.5410.5410.4940.4990.5410.5420.0850.00.0590.00.541
TURN_ZCX0.5380.5380.4650.4990.5390.5360.0890.00.0580.00.537
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" ], "text/plain": [ " accuracy bal_accuracy pos_sigr pos_retr pos_prec neg_prec \\\n", "TURN_ZC 0.541 0.541 0.494 0.499 0.541 0.542 \n", "TURN_ZCX 0.538 0.538 0.465 0.499 0.539 0.536 \n", "\n", " pearson pearson_pval kendall kendall_pval auc \n", "TURN_ZC 0.085 0.0 0.059 0.0 0.541 \n", "TURN_ZCX 0.089 0.0 0.058 0.0 0.537 " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "display(srrx.signals_table().astype(\"float\").round(3))" ] }, { "cell_type": "markdown", "id": "7dd51b96", "metadata": { "hidden": true }, "source": [ "#### PnLs" ] }, { "cell_type": "markdown", "id": "29420333", "metadata": {}, "source": [ "[`NaivePnl() class`](https://academy.macrosynergy.com/academy/Introductions/Introduction%20to%20Macrosynergy%20package/_build/html/Introduction%20to%20Macrosynergy%20package.php#naivepnl) is designed to provide a quick and simple overview of a stylized PnL profile of a set of trading signals. The class carries the label naive because its methods do not take into account transaction costs or position limitations, such as risk management considerations. This is deliberate because costs and limitations are specific to trading size, institutional rules, and regulations." ] }, { "cell_type": "code", "execution_count": 28, "id": "5c9f44d1", "metadata": { "hidden": true, "tags": [ "pnl::naive_pnl::TURN_ZC_PZN" ] }, "outputs": [], "source": [ "dix = dict_mss\n", "\n", "df = dix[\"df\"]\n", "sigx = [dix[\"sig\"]] + dix[\"rivs\"]\n", "targ = dix[\"targ\"]\n", "cidx = dix[\"cidx\"]\n", "blax = dix[\"black\"]\n", "\n", "naive_pnl = msn.NaivePnL(\n", " dfx_ind,\n", " ret=targ,\n", " sigs=sigx,\n", " cids=cidx,\n", " # bms=[\"USD_EQXR_NSA\"],\n", " start=\"1995-01-01\",\n", " blacklist=blax,\n", ")\n", "\n", "for sig in sigx:\n", " naive_pnl.make_pnl(\n", " sig,\n", " sig_neg=False,\n", " sig_op=\"zn_score_pan\",\n", " thresh=3,\n", " rebal_freq=\"monthly\",\n", " vol_scale=10,\n", " rebal_slip=1,\n", " pnl_name=sig + \"_PZN\",\n", " )\n", "\n", "for sig in sigx:\n", " naive_pnl.make_pnl(\n", " sig,\n", " sig_neg=False,\n", " sig_op=\"binary\",\n", " rebal_freq=\"monthly\",\n", " vol_scale=10,\n", " rebal_slip=1,\n", " pnl_name=sig + \"_DIG\",\n", " )\n", "\n", "naive_pnl.make_long_pnl(vol_scale=10, label=\"LONG\")\n", "\n", "dix[\"pnls\"] = naive_pnl" ] }, { "cell_type": "markdown", "id": "7cfe95d8", "metadata": {}, "source": [ "The below chart shows the naïve PnLs for both basic strategies and a “long only” strategy, which here is a strategy that is always long the base metal contracts versus the non-industrials." ] }, { "cell_type": "code", "execution_count": 38, "id": "dbe4bbe6", "metadata": { "hidden": true }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dix = dict_mss\n", "\n", "sig = dix[\"sig\"]\n", "naive_pnl = dix[\"pnls\"]\n", "pnls = [sig + \"_PZN\", sig + \"_DIG\", \"LONG\"]\n", "\n", "dict_labels={\"TURN_ZC_PZN\": \"Proportionate to economic signal\",\n", " \"TURN_ZC_DIG\": \"Binary long-short according to sign of economic signal\",\n", " \"LONG\": \"Long only (metals versus non-industrials)\"}\n", "\n", "naive_pnl.plot_pnls(\n", " pnl_cats=pnls,\n", " pnl_cids=[\"ALL\"],\n", " start=\"1995-01-01\",\n", " ylab=\"%\",\n", " title=\"Naive PnLs of simple strategies for base metal futures positions (versus non-industrials)\",\n", " title_adj=0.8,\n", " xcat_labels=dict_labels,\n", " figsize=(14, 8),\n", ")" ] }, { "cell_type": "code", "execution_count": 30, "id": "eda17201", "metadata": { "hidden": true }, "outputs": [], "source": [ "dix = dict_mss\n", "\n", "naive_pnl = dix[\"pnls\"]\n", "pnls = [dix[\"sig\"] + \"_PZN\", dix[\"sig\"] + \"_DIG\"]\n", "cidx = [\"ALL\"]\n", "\n", "df_eval = naive_pnl.evaluate_pnls(\n", " pnl_cats=pnls,\n", " pnl_cids=cidx,\n", " start=\"1995-01-01\",\n", ")" ] }, { "cell_type": "markdown", "id": "292b83e8", "metadata": {}, "source": [ "The average Sharpe ratio has been just below 0.5 and the average Sortino ratio 0.6 for the period 1995 to 2023. The binary long-short strategy performed a little better. The method 'evaluate_pnls()' returns a small dataframe of key PnL statistics. " ] }, { "cell_type": "code", "execution_count": 31, "id": "a06191ef", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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xcatTURN_ZC_DIGTURN_ZC_PZN
Return (pct ar)4.4059174.256629
St. Dev. (pct ar)10.010.0
Sharpe Ratio0.4405920.425663
Sortino Ratio0.6383350.618001
Max 21-day draw-9.83188-19.900901
Max 6-month draw-19.242124-22.349179
Traded Months351351
\n", "
" ], "text/plain": [ "xcat TURN_ZC_DIG TURN_ZC_PZN\n", "Return (pct ar) 4.405917 4.256629\n", "St. Dev. (pct ar) 10.0 10.0\n", "Sharpe Ratio 0.440592 0.425663\n", "Sortino Ratio 0.638335 0.618001\n", "Max 21-day draw -9.83188 -19.900901\n", "Max 6-month draw -19.242124 -22.349179\n", "Traded Months 351 351" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "display(df_eval)" ] }, { "cell_type": "code", "execution_count": 32, "id": "743775db", "metadata": { "hidden": true }, "outputs": [], "source": [ "dix = dict_mss\n", "\n", "naive_pnl = dix[\"pnls\"]\n", "pnls = [dix[\"sig\"] + \"_PZN\"]\n", "cidx = [\"ALL\"] + dix[\"cidx\"]\n", "\n", "df_eval = naive_pnl.evaluate_pnls(\n", " pnl_cats=pnls,\n", " pnl_cids=cidx,\n", " start=\"1995-01-01\",\n", ")" ] }, { "cell_type": "markdown", "id": "30dc9ce3", "metadata": {}, "source": [ "The same table can be viewed by cross-sections:" ] }, { "cell_type": "code", "execution_count": 33, "id": "cb60daae", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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cidALLALMCPRLEDNICTINZNC
Return (pct ar)4.2566290.8469430.8061490.0420490.3948631.5722660.630261
St. Dev. (pct ar)10.02.2909922.2146922.3360842.3705172.5898982.250156
Sharpe Ratio0.4256630.3696840.3640.0180.1665720.6070760.280097
Sortino Ratio0.6180410.5442520.5370770.0257670.2397520.8988290.402928
Max 21-day draw-19.900901-2.679935-3.964102-3.405405-3.441839-5.731117-3.377814
Max 6-month draw-22.349179-4.335921-5.143924-6.146423-4.666372-5.173195-5.565792
Traded Months351351351351351351351
\n", "
" ], "text/plain": [ "cid ALL ALM CPR LED NIC \\\n", "Return (pct ar) 4.256629 0.846943 0.806149 0.042049 0.394863 \n", "St. Dev. (pct ar) 10.0 2.290992 2.214692 2.336084 2.370517 \n", "Sharpe Ratio 0.425663 0.369684 0.364 0.018 0.166572 \n", "Sortino Ratio 0.618041 0.544252 0.537077 0.025767 0.239752 \n", "Max 21-day draw -19.900901 -2.679935 -3.964102 -3.405405 -3.441839 \n", "Max 6-month draw -22.349179 -4.335921 -5.143924 -6.146423 -4.666372 \n", "Traded Months 351 351 351 351 351 \n", "\n", "cid TIN ZNC \n", "Return (pct ar) 1.572266 0.630261 \n", "St. Dev. (pct ar) 2.589898 2.250156 \n", "Sharpe Ratio 0.607076 0.280097 \n", "Sortino Ratio 0.898829 0.402928 \n", "Max 21-day draw -5.731117 -3.377814 \n", "Max 6-month draw -5.173195 -5.565792 \n", "Traded Months 351 351 " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "display(df_eval)" ] }, { "cell_type": "markdown", "id": "e65a7263", "metadata": {}, "source": [ "### Manufacturing survey changes" ] }, { "cell_type": "markdown", "id": "4c2c7c15", "metadata": {}, "source": [ "Here we test the predictive power of mood swings in manufacturing for subsequent monthly and quarterly metals futures excess returns (relative to non-industrial commodity returns)." ] }, { "cell_type": "code", "execution_count": 34, "id": "2e220405", "metadata": {}, "outputs": [], "source": [ "dict_msv_st = {\n", " \"df\": dfx_ind,\n", " \"sig\": \"ISMMANU_SA_D3M3ML3ZN\",\n", " \"rivs\": [\n", " \"PHILMANU_SA_D3M3ML3ZN\",\n", " ],\n", " \"targ\": \"COXR_VT10vNIN\",\n", " \"cidx\": cids_ind,\n", " \"black\": coblack,\n", " \"srr\": None,\n", " \"pnls\": None,\n", "}" ] }, { "cell_type": "markdown", "id": "b533643e", "metadata": {}, "source": [ "ISM survey changes have displayed a positive correlation with subsequent quarterly returns of all six base metal futures. However, the strength of the correlation has been different. On a quarterly basis, it was strong for aluminum, tin, and zinc, but quite faint for nickel and lead." ] }, { "cell_type": "code", "execution_count": 35, "id": "5f5f1ac5", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dix = dict_msv_st\n", "\n", "df = dix[\"df\"]\n", "sig = dix[\"sig\"]\n", "targ = dix[\"targ\"]\n", "cidx = dix[\"cidx\"]\n", "blax = dix[\"black\"]\n", "\n", "crx = msp.CategoryRelations(\n", " df,\n", " xcats=[sig, targ],\n", " xcat1_chg=None,\n", " cids=cidx,\n", " freq=\"Q\",\n", " lag=1,\n", " xcat_aggs=[\"last\", \"sum\"],\n", " start=\"1995-01-01\",\n", " blacklist=blax,\n", ")\n", "crx.reg_scatter(\n", " labels=False,\n", " coef_box=\"lower left\",\n", " separator=\"cids\",\n", " xlab=\"Score\",\n", " ylab=\"Next quarter return\",\n", " title=\"ISM-based sentiment change score and subsequent base metal excess returns, 1995-2023\",\n", " title_adj=1.03,\n", " size=(12, 6),\n", ")\n", "\n", "dix[\"srr\"] = srr" ] }, { "cell_type": "code", "execution_count": 36, "id": "8e16be0b", "metadata": {}, "outputs": [], "source": [ "dix = dict_msv_st\n", "\n", "df = dix[\"df\"]\n", "sig = dix[\"sig\"]\n", "rivs = dix[\"rivs\"]\n", "targ = dix[\"targ\"]\n", "cidx = dix[\"cidx\"]\n", "blax = dix[\"black\"]\n", "\n", "srr = mss.SignalReturnRelations(\n", " df,\n", " cids=cidx,\n", " sigs=[sig] + rivs,\n", " rets=targ,\n", " freqs=\"Q\",\n", " start=\"1995-01-01\",\n", " blacklist=blax,\n", ")\n", "\n", "dix[\"srr\"] = srr" ] }, { "cell_type": "markdown", "id": "a1d76fdf", "metadata": {}, "source": [ "For a comparative overview of the signal-return relationship across the main and rival signals, one can use the `signals_table()` method." ] }, { "cell_type": "code", "execution_count": 37, "id": "4e37489b", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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accuracybal_accuracypos_sigrpos_retrpos_precneg_precpearsonpearson_pvalkendallkendall_pvalauc
ISMMANU_SA_D3M3ML3ZN0.5090.5080.5090.5140.5230.4940.0830.0280.0380.1380.508
PHILMANU_SA_D3M3ML3ZN0.5170.5180.4660.5140.5340.5030.1510.0000.0820.0010.518
\n", "
" ], "text/plain": [ " accuracy bal_accuracy pos_sigr pos_retr pos_prec \\\n", "ISMMANU_SA_D3M3ML3ZN 0.509 0.508 0.509 0.514 0.523 \n", "PHILMANU_SA_D3M3ML3ZN 0.517 0.518 0.466 0.514 0.534 \n", "\n", " neg_prec pearson pearson_pval kendall kendall_pval \\\n", "ISMMANU_SA_D3M3ML3ZN 0.494 0.083 0.028 0.038 0.138 \n", "PHILMANU_SA_D3M3ML3ZN 0.503 0.151 0.000 0.082 0.001 \n", "\n", " auc \n", "ISMMANU_SA_D3M3ML3ZN 0.508 \n", "PHILMANU_SA_D3M3ML3ZN 0.518 " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "display(srr.signals_table().astype(\"float\").round(3))" ] } ], "metadata": { "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.3" } }, "nbformat": 4, "nbformat_minor": 5 }