{ "cells": [ { "cell_type": "markdown", "id": "cfa984fc", "metadata": {}, "source": [ "# Boosting macro trading signals" ] }, { "cell_type": "markdown", "id": "fe3bced7", "metadata": {}, "source": [ "## Get packages and JPMaQS data" ] }, { "cell_type": "code", "execution_count": 1, "id": "ad0dee1d", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "from pandas import Timestamp\n", "import matplotlib.pyplot as plt\n", "from datetime import date\n", "import seaborn as sns\n", "import os\n", "\n", "from datetime import datetime\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", "import macrosynergy.visuals as msv\n", "import macrosynergy.learning as msl\n", "from macrosynergy.management.utils import merge_categories\n", "\n", "from sklearn.linear_model import LinearRegression, Ridge\n", "from sklearn.ensemble import RandomForestRegressor, AdaBoostRegressor\n", "from sklearn.metrics import make_scorer, r2_score\n", "\n", "from macrosynergy.download import JPMaQSDownload\n", "\n", "pd.set_option(\"display.width\", 400)\n", "import warnings\n", "\n", "warnings.simplefilter(\"ignore\")\n", "\n", "np.random.seed(42)\n", "RANDOM_STATE = np.random.randint(low=1, high=100)" ] }, { "cell_type": "code", "execution_count": 2, "id": "ab346f8c", "metadata": {}, "outputs": [], "source": [ "# Cross-sections of interest\n", "\n", "cids_dm = [\n", " \"AUD\",\n", " \"CAD\",\n", " \"CHF\",\n", " \"EUR\",\n", " \"GBP\",\n", " \"JPY\",\n", " \"NOK\",\n", " \"NZD\",\n", " \"SEK\",\n", " \"USD\",\n", "] # DM currency areas\n", "cids_latm = [\"BRL\", \"COP\", \"CLP\", \"MXN\", \"PEN\"] # Latam countries\n", "cids_emea = [\"CZK\", \"HUF\", \"ILS\", \"PLN\", \"RON\", \"RUB\", \"TRY\", \"ZAR\"] # EMEA countries\n", "cids_emas = [\n", " \"CNY\",\n", " \"IDR\",\n", " \"INR\",\n", " \"KRW\",\n", " \"MYR\",\n", " \"PHP\",\n", " \"SGD\",\n", " \"THB\",\n", " \"TWD\",\n", "] # EM Asia countries\n", "\n", "cids_dmfx = sorted(list(set(cids_dm) - set([\"USD\"])))\n", "cids_emfx = sorted(set(cids_latm + cids_emea + cids_emas) - set([\"CNY\", \"SGD\"]))\n", "\n", "cids_fx = sorted(cids_dmfx + cids_emfx)\n", "cids = sorted(cids_dm + cids_emfx)\n", "\n", "cids_eur = [\"CHF\", \"NOK\", \"SEK\", \"PLN\", \"HUF\", \"CZK\", \"RON\"] # trading against EUR\n", "cids_eud = [\"GBP\", \"RUB\", \"TRY\"] # trading against EUR and USD\n", "cids_usd = list(set(cids_fx) - set(cids_eur + cids_eud)) # trading against USD" ] }, { "cell_type": "code", "execution_count": 3, "id": "f46e9bc2", "metadata": {}, "outputs": [], "source": [ "# Quantamental categories\n", "\n", "# Economic activity\n", "\n", "output_growth = [\n", " \"INTRGDP_NSA_P1M1ML12_3MMA\",\n", " \"RGDPTECH_SA_P1M1ML12_3MMA\",\n", " \"IP_SA_P6M6ML6AR\",\n", " \"IP_SA_P1M1ML12_3MMA\",\n", "]\n", "mbconf_change = [\n", " \"MBCSCORE_SA_D3M3ML3\",\n", " \"MBCSCORE_SA_D6M6ML6\",\n", " \"MBCSCORE_SA_D1Q1QL1\",\n", " \"MBCSCORE_SA_D2Q2QL2\",\n", "]\n", "labtight_change = [\n", " \"EMPL_NSA_P1M1ML12_3MMA\",\n", " \"EMPL_NSA_P1Q1QL4\",\n", " \"UNEMPLRATE_NSA_3MMA_D1M1ML12\",\n", " \"UNEMPLRATE_NSA_D1Q1QL4\",\n", " \"UNEMPLRATE_SA_D6M6ML6\",\n", " \"UNEMPLRATE_SA_D2Q2QL2\",\n", "]\n", "cons_growth = [\n", " \"RPCONS_SA_P1M1ML12_3MMA\",\n", " \"RPCONS_SA_P1Q1QL4\",\n", " \"CCSCORE_SA\",\n", " \"CCSCORE_SA_D6M6ML6\",\n", " \"CCSCORE_SA_D2Q2QL2\",\n", " \"RRSALES_SA_P1M1ML12_3MMA\",\n", " \"RRSALES_SA_P1Q1QL4\",\n", "]\n", "\n", "# Monetary policy\n", "\n", "cpi_inf = [\n", " \"CPIH_SA_P1M1ML12\",\n", " \"CPIH_SJA_P6M6ML6AR\",\n", " \"CPIC_SA_P1M1ML12\",\n", " \"CPIC_SJA_P6M6ML6AR\",\n", " \"INFE2Y_JA\",\n", "]\n", "pcredit_growth = [\"PCREDITBN_SJA_P1M1ML12\", \"PCREDITGDP_SJA_D1M1ML12\"]\n", "real_rates = [\"RIR_NSA\", \"RYLDIRS05Y_NSA\", \"FXCRR_NSA\", \"FXCRR_VT10\", \"FXCRRHvGDRB_NSA\"]\n", "liq_expansion = [\n", " \"MBASEGDP_SA_D1M1ML3\",\n", " \"MBASEGDP_SA_D1M1ML6\",\n", " \"INTLIQGDP_NSA_D1M1ML3\",\n", " \"INTLIQGDP_NSA_D1M1ML6\",\n", "]\n", "\n", "# External position and valuation\n", "\n", "xbal_ratch = [\n", " \"CABGDPRATIO_NSA_12MMA\",\n", " \"BXBGDPRATIO_NSA_12MMA\",\n", " \"MTBGDPRATIO_SA_6MMA_D1M1ML6\",\n", " \"BXBGDPRATIO_NSA_12MMA_D1M1ML3\",\n", "]\n", "iliabs_accum = [\n", " \"IIPLIABGDP_NSA_D1Mv2YMA\",\n", " \"IIPLIABGDP_NSA_D1Mv5YMA\",\n", "]\n", "ppp_overval = [\n", " \"PPPFXOVERVALUE_NSA_P1DvLTXL1\",\n", " \"PPPFXOVERVALUE_NSA_D1M60ML1\",\n", "]\n", "reer_apprec = [\n", " \"REER_NSA_P1M60ML1\",\n", "]\n", "\n", "# Price competitiveness and dynamics\n", "\n", "tot_pchange = [\n", " \"CTOT_NSA_P1W4WL1\",\n", " \"CTOT_NSA_P1M1ML12\",\n", " \"CTOT_NSA_P1M60ML1\",\n", " \"MTOT_NSA_P1M60ML1\",\n", "]\n", "ppi_pchange = [\n", " \"PGDPTECH_SA_P1M1ML12_3MMA\",\n", " \"PGDPTECHX_SA_P1M1ML12_3MMA\",\n", " \"PPIH_NSA_P1M1ML12\",\n", " \"PPIH_SA_P6M6ML6AR\",\n", "]\n", "# Complementary categories\n", "\n", "complements = [\"WFORCE_NSA_P1Y1YL1_5YMM\", \"INFTEFF_NSA\", \"RGDP_SA_P1Q1QL4_20QMM\"]\n", "\n", "# ALl macro categories\n", "\n", "econ_act = output_growth + mbconf_change + labtight_change + cons_growth\n", "mon_pol = cpi_inf + pcredit_growth + real_rates + liq_expansion\n", "ext_pos = xbal_ratch + iliabs_accum + ppp_overval + reer_apprec\n", "price_dyn = tot_pchange + ppi_pchange\n", "\n", "macro = econ_act + mon_pol + ext_pos + price_dyn + complements\n", "\n", "# Market categories\n", "\n", "blacks = [\n", " \"FXTARGETED_NSA\",\n", " \"FXUNTRADABLE_NSA\",\n", "]\n", "rets = [\n", " \"FXXR_NSA\",\n", " \"FXXR_VT10\",\n", " \"FXXRHvGDRB_NSA\",\n", "]\n", "\n", "mkts = blacks + rets\n", "\n", "# ALl categories\n", "\n", "xcats = macro + mkts\n", "\n", "# Tickers for download\n", "\n", "single_tix = [\"USD_GB10YXR_NSA\", \"EUR_FXXR_NSA\", \"USD_EQXR_NSA\"]\n", "tickers = [cid + \"_\" + xcat for cid in cids for xcat in xcats] + single_tix" ] }, { "cell_type": "code", "execution_count": 4, "id": "69c61649", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Downloading data from JPMaQS.\n", "Timestamp UTC: 2025-04-24 11:08:11\n", "Connection successful!\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Requesting data: 100%|██████████| 94/94 [00:19<00:00, 4.88it/s]\n", "Downloading data: 100%|██████████| 94/94 [01:42<00:00, 1.09s/it]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Some expressions are missing from the downloaded data. Check logger output for complete list.\n", "273 out of 1862 expressions are missing. To download the catalogue of all available expressions and filter the unavailable expressions, set `get_catalogue=True` in the call to `JPMaQSDownload.download()`.\n", "\n", "RangeIndex: 11209936 entries, 0 to 11209935\n", "Data columns (total 4 columns):\n", " # Column Dtype \n", "--- ------ ----- \n", " 0 real_date datetime64[ns]\n", " 1 cid object \n", " 2 xcat object \n", " 3 value float64 \n", "dtypes: datetime64[ns](1), float64(1), object(2)\n", "memory usage: 342.1+ MB\n" ] } ], "source": [ "# Download series from J.P. Morgan DataQuery by tickers\n", "\n", "start_date = \"1990-01-01\"\n", "end_date = (pd.Timestamp.today() - pd.offsets.BDay(1)).strftime(\"%Y-%m-%d\")\n", "\n", "# Retrieve credentials\n", "\n", "oauth_id = os.getenv(\"DQ_CLIENT_ID\") # Replace with own client ID\n", "oauth_secret = os.getenv(\"DQ_CLIENT_SECRET\") # Replace with own secret\n", "\n", "# Download from DataQuery\n", "\n", "downloader = JPMaQSDownload(client_id=oauth_id, client_secret=oauth_secret)\n", "df = downloader.download(\n", " tickers=tickers,\n", " start_date=start_date,\n", " end_date=end_date,\n", " metrics=[\"value\"],\n", " suppress_warning=True,\n", " show_progress=True,\n", ")\n", "\n", "dfx = df.copy()\n", "dfx.info()" ] }, { "cell_type": "markdown", "id": "fda0c50b", "metadata": {}, "source": [ "## Renaming, availability and blacklisting" ] }, { "cell_type": "markdown", "id": "dc491bd1", "metadata": {}, "source": [ "### Renaming quarterly categories" ] }, { "cell_type": "code", "execution_count": 5, "id": "fa2141b0", "metadata": {}, "outputs": [], "source": [ "dict_repl = {\n", " \"EMPL_NSA_P1Q1QL4\": \"EMPL_NSA_P1M1ML12_3MMA\",\n", " \"UNEMPLRATE_NSA_D1Q1QL4\": \"UNEMPLRATE_NSA_3MMA_D1M1ML12\",\n", " \"UNEMPLRATE_SA_D2Q2QL2\": \"UNEMPLRATE_SA_D6M6ML6\",\n", " \"MBCSCORE_SA_D1Q1QL1\": \"MBCSCORE_SA_D3M3ML3\",\n", " \"MBCSCORE_SA_D2Q2QL2\": \"MBCSCORE_SA_D6M6ML6\",\n", " \"RPCONS_SA_P1Q1QL4\": \"RPCONS_SA_P1M1ML12_3MMA\",\n", " \"CCSCORE_SA_D2Q2QL2\": \"CCSCORE_SA_D6M6ML6\",\n", " \"RRSALES_SA_P1Q1QL4\": \"RRSALES_SA_P1M1ML12_3MMA\",\n", "}\n", "\n", "for key, value in dict_repl.items():\n", " dfx[\"xcat\"] = dfx[\"xcat\"].str.replace(key, value)" ] }, { "cell_type": "markdown", "id": "4d9371da", "metadata": {}, "source": [ "### Check availability" ] }, { "cell_type": "code", "execution_count": 6, "id": "31c1ca27", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "xcatx = econ_act\n", "msm.check_availability(df=dfx, xcats=xcatx, cids=cids, missing_recent=False)" ] }, { "cell_type": "code", "execution_count": 7, "id": "67deea75", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "xcatx = mon_pol\n", "msm.check_availability(df=dfx, xcats=xcatx, cids=cids, missing_recent=False)" ] }, { "cell_type": "code", "execution_count": 8, "id": "c4dfe203", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "xcatx = ext_pos\n", "msm.check_availability(df=dfx, xcats=xcatx, cids=cids, missing_recent=False)" ] }, { "cell_type": "code", "execution_count": 9, "id": "bb824ed5", "metadata": {}, "outputs": [ { "data": { "image/png": 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5c2jRooWlvU6no2/fvrz22muYTCamTZtm2XfmzBkSEhKwtbVl4sSJVsuh6fV6Bg0ahI+PD1Dwfe/VqxdVqlQBzOdBcnZ25vLly2RkZODm5kbnzp2t2gcFBTFo0CA6dOiQ77KA+Vm2bBk3b97E09OTuXPnWjIBeHp6MmPGDPz9/UlOTuabb74p1DHvZcGCBWRkZNCgQQMmTJiAnZ0dYO6T0aNH8/zzzz/wbeT2oOOvZMmSzJgxw2oZubZt29KyZUsAjhw5Uqgct27d4vz58wB88sknVsfTaDS88MILllkwdy/9l6NFixYMGjQIGxvzYiRlypThxRdfBMzny5o0aZLVfWzevLnlMX3y5EnL9l9++YWjR49SqlQpvv32WypXrmzZ5+LiwqRJk6hbty7x8fGWsX+3ESNGWP2uXFxceO+99wBISEjg8uXLheqXPXv2oNfreeaZZ+jevTta7Z2PJcqUKcPIkSMBiI2NJTY2tlDHLK6i3KcFCxaQmZlJo0aNGDNmjGWpSp1Ox6BBg+jWrVuRbjtnSbvg4GD69+9vmY2o0+kYMmQIzZs3Jzs7m7CwMAD27duHTqejZs2aDBkyxOrx7u7uzn/+8x/APFOrsL+LuXPnkpqair+/P9OnT8fT09Oyz8fHh7lz5+Ll5cX169dZvHhxvsf4z3/+Y+mLnL/VZ86cAaBly5aUK1fO0tbOzo4xY8YQFBTEM888Q0JCQqFyCiGEEOLxJ4UmIYQQQggh/qWqVKnCsmXLCAsLY9iwYdSvX9/qw8vY2Fi++eYbunTpwo0bNwp93B9//JFjx47Rs2fPfPfnLOeVnp6e7/769euj0WiKcE/urXHjxvj4+JCZmZnnPE+rV68GzEvs5XxYunv3bjIzM6lSpUqB52Hq2rUrAMeOHbN8GF6zZk0OHTrEoUOHLOezyi0zM9NSfCqoeJffsmXly5fHxsaGxMRExowZY/kQN8fQoUOZMWMG7du3L7APcss5p9ILL7yQ59xAYC5w9e3b19LW9ICn9c25vR49euS7Pzg4+IGOf7cHHX9Nmza1FMNy8/PzAyA5OblQOTw9Pdm/fz9//vkn/v7+efZnZ2dbluArKMvTTz+dZ1vOcooODg75LteWU9C6ffu2Zdu2bdsAaNeuHY6Ojnmuo9Fo6NKlC2AuyOandevWebbl9AmQp4hbkHfffZfjx4/z5Zdf5rs/9/nLCuqXh6Uo92nnzp0ABRaU7l5m716uXr3KpUuXAAocp5MmTWLbtm2WZfB69+7Nn3/+ybJly/Jtn7vfCvvlgJz79Oqrr+Z7jjc3NzdLoT5nDOXm5eVlVajOUbFiRQBCQkJYtmwZcXFxln22trYsWLCAyZMn53seMSGEEEKoSc7RJIQQQgghxL9cjRo1qFGjBsOHDyctLY0jR46wd+9e1qxZQ2xsLNeuXWPkyJEsX7680MfU6/UkJiZaZgyFh4dz5coVTp8+za1btwDzjIz8FPa8P4Wl0Wh48cUXmTFjBmvWrLF8sJuZmcmmTZsA6w+Pc2ah3Lhxo8APj3MXXy5dukTJkiUtP9vb23Pp0iVOnTrFtWvXCA8P58KFC5w9e5aMjAygaPe9ZMmSvPHGG3zzzTeEhYURFhaGl5cXTZo0ISgoiJYtWxZp1lfObIeCimi598XFxZGQkJBv4awwUlNTLb/v/IotANWrV8fW1pbMzMxi3UZ+HmT8FfThd84H+VlZWUXKYm9vT2RkJMePH7eMh4sXL3L69GlSU1PvmaVMmTL53jcwz2LJPRvo7v25x2jO7K0dO3bkKVTmyCmqXLlyBZPJlKfYm1+/5C5uZGdn53vc/Gg0GjQaDYcPH+bChQuEh4dz7do1zp49y9WrVy3tCuqXh6Ww9yk9PZ2oqCgAqlatmu+xqlevjkajKVRhNuc+Ojo65luoAQo8/5xer+fYsWOcO3fO0m/nzp2zFK6AQmVISUkhOjoagFq1ahXYLudvQX6zpHLP0svtpZdeIiQkhAsXLvDxxx/zf//3f9SoUYOmTZvSokULnnrqKcssPSGEEEI8GeSZXQghhBBCCGHh4OBA8+bNad68OSNHjmTcuHFs2LCBP/74g5MnT96zOJEjJSWFSZMmsW7dOgwGg2W7Xq+nZs2a1KhRgz179hR4/fxmkzyobt26MWvWLI4cOUJ4eDg+Pj5s376dxMREqlWrZnW/cmaspKSkFGqZtNyzHv78808++ugjTp06ZdWmRIkStGrVilOnThEREVHgsXJ/yJ3b6NGjqVWrFkuWLOHw4cPExMSwbt061q1bh42NDZ07d2bChAm4uLjcN29KSgrAPdvmzLQB88yY4haacs/+yW8mDZiXCnN1dbUUgB7Ug46/wi5BWBiXLl3iww8/5ODBg1bbnZ2dadiwITdv3iyw8AMF9xmQb5GpIDm/86ioKEvBpCDZ2dncvn3bagzA/fulsDPfTCYTCxYsYO7cuVaPHY1GQ6VKlejatStr1qwp1LEeVGHvU2JiomVbQb8TW1tbHBwcLMXDe8lZMs7JyamQSc1Wr17NlClTiImJsdpevnx5evTowYoVKwp9rNwz3u7+XeeWsy81NTVPAbKgv9XOzs4sX76c7777jvXr13P16lVOnTrFqVOnWLBgASVLlmTUqFG8/PLLhc4rhBBCiMebFJqEEEIIIYT4l5kwYQL79+/nxRdfZMiQIQW2s7e35//+7//YsmWL5bwfhSk0vfXWWxw4cAB7e3v69OlD3bp1qVq1Kr6+vuj1elasWHHPD/r/DmXLlqVZs2bs3buXdevW8dZbb1k+zL57KaycpdU6dOjAjBkzCn0bFy9epF+/fqSnp1OlShW6d+9O9erV8fPzs8yc6Nmz5z0LTffyzDPP8Mwzz5CSksLBgwc5ePAgu3bt4tKlS6xdu7bQ51RycnIiMTHxnkvA5f5gvagfhueWu5iVU+zIz72WSCuogFHQ8mCPy/iLjY2lT58+xMbGUq5cOV5++WUCAgKoXLky5cuXR6PR8M4779yz0PSw5Izp//73v/Tp0+dvv717mT17NjNnzgSgc+fOtGzZkipVqlC5cmWcnJy4cuXKP1ZoKix3d3fL5YLGsclkKvSsvJxiVe5iz/2sXr2aMWPGAOZzdz3zzDNUrVoVPz8/3NzcMBgMRSo05X5c3+uxmfO3wNHRsUhLmjo7OzNixAhGjBjB1atXOXDgAAcOHGD37t3Exsby3//+F3d390Iv+SmEEEKIx5sUmoQQQgghhPiXycjI4OrVq2zbtu2ehSYwf1jo5OREQkJCoZZn++OPPzhw4ABgPtF8kyZN8rQpyvmeHqbu3buzd+9etm7dymuvvca+ffvQ6/WWc9PkqFSpEnBnCb38pKWlcfz4ccqWLUu5cuXQ6XT88MMPpKenU7lyZUJCQiwf7ueWs1RVUaSnp3PlyhXAvDyXs7Mzbdq0oU2bNowZM4Z58+YxZcoUduzYQXJy8n1nNVWuXJmjR49y8uRJOnfunG+bEydOAOZztBR3NhOYP5wuX748ERERnD59mjp16uRpc/369Xw/6NbpdAAFfnh/8+bNPNsep/EXGhpKbGws7u7uhIaG5vv4Kc54KI5KlSpx5syZe47pqKgooqOjKVu27N927hyDwcCCBQsA87nFRowYkafNo/r7cC92dnZ4e3sTGRlZ4Di+dOlSoZdVzDmHUWpqKhEREZQvXz5Pm19++YWFCxdSu3Zt3n//febOnQuYz632+eef52lf1H5zdnbGy8uLmJgYTpw4ke99gjt/C3IyF0ZsbCyXL1+mcuXKeHh44Ovri6+vLy+//DK3b9+mX79+nDhxgjVr1kihSQghhHhCFH6uvRBCCCGEEOKJkFNYOXHiBKtWrbpn271795KQkIC7uzt169a1bM+9bFfuGSe5Z+vkd96PtLQ0NmzYABTtnC45cr5RX9hlunJr164d7u7unDp1ihUrVpCRkcHTTz+dpwDQqlUrdDodly5dYt++ffkea+HChfTt25euXbtaZtZERkYC4Ofnl2+Rad++fVy/fh0o2n1fvnw5Xbt25b333sv3fjdr1sxyuTDHbd26NQBhYWFWM5dyZGZm8uOPPwLmmRMPKueD5OXLl+ebr6Bzf+UUuCIiIvItNm3dujXPtr97/OUn57Fw9+8mJ0u5cuXyLTJduHCBP/7446FmKUjO73zjxo3Exsbm22bcuHG88sorvPPOOw/lNvN7rMbHx1uWlitoduTKlSstl4t6Pqy/0/3Gce7c9+Pn54e3tzdgLkjmZ/Xq1Rw8eJC4uDjgzngqqN9CQkIsl+/ut4L+brZp0waAH3/8Md/HWGJiImFhYQC0bNnynvcptwEDBtC7d29Wr16dZ5+TkxP16tUD/v5xL4QQQoh/jhSahBBCCCGE+Jdp3rw5HTp0AOCDDz5g0qRJeZZzy8jIIDQ0lFGjRgEwatQoq6WWcp+nJKd4AubZMjlmz55tdY6cCxcuMHDgQMvsnIKWPruXnNvNKeoUha2tLc8//zwA06dPB/Iumwfg7e3NSy+9BMDbb7/N9u3bLfuMRiMrV65k1qxZAPTu3dtyDpOcmVD79u3j8OHDlutkZWWxfv16Ro8ebdl2r6Xi7tapUyf0ej3nzp3j008/tToHTFxcHF999RUAdevWtVriqyCvvvoqpUuX5tatWwwePJjw8HDLvtjYWEaOHMm5c+dwcnJi+PDhhc5ZkNdffx0PDw9OnjzJmDFjLLOXTCYTK1eu5Ntvv833eg0aNADMH3Z/9dVXlg/P09LSmDJlCrt3785znb97/OUnZ0wmJiZazczKyXLmzBk2b95s2W4ymdi9ezdvvPGGJd/DylKQzp074+/vT1JSEgMGDLCa2ZSSksJHH33Er7/+ikajYdCgQQ/lNvN7rHp4eFjG6MKFCy3nKgLzWP7oo49Yv369ZVtRHid/twEDBuDm5sbJkycZO3as1ThetmwZixYtKvSxNBoNb731FgDz589n5cqVliJQdnY28+bNY+vWrdjY2PDaa68Bd8bT8uXLrWbCpaSkMHPmTObNm2fZdne/FfR3c+DAgTg5OXHu3DlGjhxpVYQMDw9n8ODB3Lp1i9KlS9O/f/9C37+uXbsCMGvWrDyP08OHD1uWRmzVqpXVvosXL3Lx4kVLcU0IIYQQ6pCl84QQQgghhPgX+t///oejoyNhYWEsWrSIRYsWUa5cOUqWLElGRgZXrlwhMzMTvV7PO++8w6uvvmp1fXd3d8tSUkOHDqVy5cqMHDmSli1b0qlTJzZt2sR3333HqlWrKF++PAkJCZZiVvPmzdm3bx+3b98mJSXlnieiv1tAQADnzp3j22+/ZdeuXbRv397ygW1hdO/encWLF5Oamoqnp2eB39IfN24c0dHR7NixgyFDhlCqVClKly5NZGSk5UPQDh06WApxYC6orF+/nvj4eHr37k3FihVxcnIiIiKCxMREHB0dqV+/PkePHi3SMlelSpXi008/5b333mPRokWEhIRQoUIFsrOzuXbtGhkZGZQoUYJJkyYV6niurq588803DBo0iKNHj9K+fXuqVKmCjY0N58+fx2Aw4O7uzpQpU4q0XFZBvLy8mD17Nm+++SZr165l27ZtVK5cmZiYGKKjowkICODUqVN5rufv78/zzz/PunXr+O6771izZg1lypTh6tWrpKSkMGrUKKZNm2Z1nYCAgL91/OWnWrVqaLVaMjIy6NixI6VKlWLBggX06NGDZcuWcfXqVUaMGIG3tzclSpQgKiqK2NhY9Ho9jRo14uDBg3/7Enp6vZ45c+bwxhtvcPr0aZ577jkqVaqEg4MDV65csRQvx44dW6SZK/dS0GN15MiRfPzxxxw8eJCnn36aihUrkpmZydWrV8nKyiIgIICoqCji4+O5ceNGoc4L90/w8vJi+vTpDBs2jDVr1rB161b8/Py4ceMGMTExtGnThl27dhV6lk6PHj24cOEC33//PR988AHTpk2jTJkyREREkJCQgE6n46OPPqJ69eoAjB49mrfeeosLFy7Qtm1bS2H76tWrZGRk4OPjg0aj4dq1a3n+vhT0u/Dx8WHGjBmMHDmS7du306pVK6pUqUJ2djYXLlzAaDRSrlw5Zs2aVailU3P069ePX3/9ld27dzNw4EBKlSpFqVKliI+PtxS72rRpYyno58hZynPYsGEPpcgthBBCiH+OzGgSQgghhBDiX8jW1pbPPvuMlStX8vrrr1OzZk0yMzM5c+YMN27coFKlSgwYMIC1a9cWOMNh+vTp1K9fH6PRyJUrV7h27RoAU6ZM4ZNPPqF27dqYTCbOnj1LZmYmrVu3Zu7cuXz33XeUK1cOwGq2UGH85z//oUOHDjg4OHD58mUuXrxYpOvXqFHD8sFtly5dsLHJ/7t3dnZ2fP3113z11Ve0aNECg8HA6dOnyc7OpnHjxnz++edMmzbNch4hMC+RtnbtWl599VUqVqxIVFQUly9fxtPTk759+7J27VpLYerAgQNWM5Pup0uXLixevJgOHTrg6urKxYsXiYyMxNfXl8GDB7Nx40aqVq1a6OMFBASwfv16hg4dStWqVQkPD+fKlStUqlTJUhAKCgoq9PHuJzAwkHXr1vHqq6/i5ubG2bNnsbe3Z/To0UydOrXA633++edMmDCBmjVrkpqayrVr16hduzbz589n4MCB+V7n7xx/+fH19WXy5MlUrFiRhIQEoqKiiIyMxNnZmZCQEAYNGkTVqlWJi4vj/PnzODs70717d0JDQ/n0008B86yn3DMD/w4+Pj6sXr2a999/n7p16xITE2OZudahQweWLFlSpFkr91PQY7VXr14sXLiQ5s2b4+Liwvnz54mNjaVu3bpMmDCBFStWWGa67Nix46HleRiaNm3K6tWreeWVVyhRogRnz57FwcGB4cOHM2PGjCIfb8yYMXz//fe0bdsWk8nEmTNn0Ol0dOzYkeXLl1sVYlq3bk1ISAjt2rXDy8uLS5cuERUVhb+/P++88w5r1qyxzNi8u9/u9XczKCiIDRs28Nprr1G+fHkuX75MVFQUNWrUsBy3qMU+nU7H7NmzGTduHPXr1yc9PZ0zZ86QlpZGUFAQX375JXPmzCnw768QQggh1KMxFWdxcyGEEEIIIYRQUFZWFq1ateLWrVts2LCBKlWqPOpI/3oRERG0bdsWgC1btuDr6/uIEwkhhBBCCCGKQmY0CSGEEEIIIf41tm/fzq1bt6hfv74UmYQQQgghhBDiIZB5ykIIIYQQQogn2qVLl7Czs+Py5ct8/PHHAAQHBz/iVEIIIYQQQgjxZJBCkxBCCCGEEOKJtnDhQpYvX275OSgoiA4dOjzCREIIIYQQQgjx5JBCkxBCCCGEEOKJVrNmTRwdHbGxsaFdu3aMHz/+UUcSQgghhBBCiCeGxmQymR51CCGEEEIIIYQQQgghhBBCCKEe7aMOIIQQQgghhBBCCCGEEEIIIdQkhSYhhBBCCCGEEEIIIYQQQghRLFJoEkIIIYQQQgghhBBCCCGEEMUihSYhhBBCCCGEEEIIIYQQQghRLDaPOoAQ4t/JtPO5Rx2hSDRPr7dcVim7qrlB3eyq5gZ1s6uaG6yzp02u+MhyFJXD2CuWyyr3uUrZVc0N6mZXNTeom13V3KBudlVzg7rZVc0N6ma3yr2xzaMLUgyaztstl5Xtc4Vyg7rjRdWxAuqOF1Vzw13ZVzR5dEGKSPPyfstllftc1ff+9yMzmoQQQgghhBBCCCGEEEIIIUSxSKFJCCGEEEIIIYQQQgghhBBCFIsUmoQQQgghhBBCCCGEEEIIIUSxSKFJCCGEEEIIIYQQQgghhBBCFIsUmoQQQgghhBBCCCGEEEIIIUSxSKFJCCGEEEIIIYQQQgghhBBCFIsUmoQQQgghhBBCCCGEEEIIIUSxSKFJCCGEEEIIIYQQQgghhBBCFIsUmoQQQgghhBBCCCGEEEIIIUSx2DzqAEIIkZ8b8Qae//gas4aUpXE1R8v2HcdSmLMhjrMRmZRw1tGxgTMjupTEyf5O3Tw6PosvQmPYezKVLCPUq2zPqK4lqV3R3uo2/riUxtTVsRy/ko6jnZagmo68392Tkq7F/9Ooam6Vs6uaW+XsquZWL7sGXf1e2AT2QeNeAdPtWIznt2LY8xVkpphblPBF3/a/aH0agTGL7DMbMez4zLIfAL0j+tZj0FXrBLaOGMMPYtj2Caa4S/neqrZKW+xeWkDa5IpFzJs/tfpc/dwqZ1c1t8rZVc2tcnZVc6ucXdXcKmdXNTfAjYRsnv88mlkDStK4it2d7CfTmLMlmbPXDZRw0tKxrgMjOrviZJcre0I2X6xLZO+ZdLKyoV5FW0Z1dqV2BVsADlzIoP/sWwXe9rAOLgzr6Fq83Cr3uaLZVR0roHCfK5pb5ew3Eo08PyuJWb2caFxJfyf32Uzm7EjnbHQ2JRw1dKxpy4i2DjjZae7kTjLyxc+p7L2QRZbRRD0fG0a1c6C2t3WeFYczWPRrOpEJRsq6aendxI5ejezQaDQ8CLX6/Ml47y8zmhSTlZXFDz/8QLdu3ahfvz5NmjTh9ddfZ//+/QCMGTOGatWq3fNfjuzsbJYtW0aPHj2oX78+DRs2pGfPnoSEhGAymSzt+vbte8/jtWnTplDZDxw4QLVq1fjss8/y3V+tWjVWrVpl+TkpKYnPPvuMNm3aUKtWLZo0acKwYcM4depUvtfft28f1apVY+jQoYXKc7eZM2fmuW+1a9emQ4cOfPPNNxiNxjzXiY+PJygoiAMHDlhtb9OmDdWqVeP777/P97YmTJhAtWrVmDlzZp59GRkZdOnSxaov4M7vYeLEifkec968eVSrVo0xY8YAEBERQbVq1fJkK8j69evz/V0eOXKEvn370qBBA1q0aMH48eNJSEgo1DGLKyrOwIDp10lOs+7zrUdTeGtOFI52WqYNKsPYlz3ZfzaV4K8iyMo2j9nktGx6fRnOb2fSGNm1JDMGl6G8pw19/xfBscvplmOduJpO/6mRONppmTmkLO908+TXU6kM/TrqX5db5eyq5lY5u6q5Vcxu0+RN9O0/JvvCDjJDB5F1cB662t2w7fa1uYGdK7avLkPj5Enm+ncw7PwCXY3nsX1xttVxbLtOR1e9M4adn5O57m00zmWw6/Uj2Od9c6qt0ATbLtOLnLUgqvW56rlVzq5qbpWzq5pb5eyq5lY5u6q5Vc6uam6AqPgsBnxzi+R0k9X2rcfSeGtBHI62Gqb192DsC+7sv5BB8JxbubIb6TUzht/OZTCykyszgj0o76Gj76xbHLuaCUDN8np+GumV51/TqnY422t4NtCheLlV7nNFs6s6VkDhPlc0t8rZoxKNDPghOe84P5XJW0tvm8f5y06M7eTI/ktZBC9MvpM73USv+cn8dimLkW3tmdHTmfIltPRdkMyxiCzLsVYezmDCmlSa+OmZ09uZTrVtmbghje9/zSh2blCvz5+E9/4gM5qUkpGRQXBwMFFRUYwYMYL69euTnp5OaGgowcHBfPHFF4wfP5533nnHcp2goCDGjRtH586drY5lMBgYOnQox44dY9iwYQQFBZGdnc2ePXv47LPP2L59OzNnzkSn0zFz5kwMBgMAUVFRvPTSS8ycOZP69esDoNPpinQ/fvjhB9q3b09gYOA92w0ZMoSsrCw+/fRTfHx8iI2NZf78+fTu3ZuQkBD8/Pys2q9atYpKlSqxc+dOoqOjKV26dJFyAZQpU4aQkBDLzxkZGezatYuJEyei1+sZMGCAZV90dDRDhgwhJiYm32Pp9Xo2b95McHCw1fasrCy2bNmSb2U+OTmZUaNGcfbs2QKPuWXLFsaPH5/n+hs3bix2tX/btm2MGzcOT09Pq+2XL19mwIABdO/enY8++oj4+Hg+/vhjRo4cyQ8//FCs27oXo9FE2P5kvgiJwZTP/lnrY/ErY8v8Ed7Y2pjva8OqDrT/4Aqrfk3i5RZuhO5LIjI2i2XvlSewivnFV/MAJ+JTjExeGcOP7/sA8L/QW9TwsWPOW2XRas3HcrbX8umKGCJuGSjvqc8nwZOVW+XsquZWObuqudXNrsGmyZtkH11G1q4vzJuu7IO0BGxfmIWmTG10lVqgcShB+vfPQVo8AKbkG9i9shCtdwOMkb+j9Q5EV/UZMpa/hvHSTgAywg9h/9YebAL7kvXrXy9MbZ2waTIEm6ZvQkZykfo3P2r2ubq5Vc6uam6Vs6uaW+XsquZWObuquVXOrmpuS/bDqXyxNsnqS7eW7JuT8Ctlw/zBnney+9nSfmI0qw6m8nJTJ0IPpBIZl82y4Z4EVjbPbmlezZ7420YmhyXy40gvnO211Ktoa3Xs7SfS+O18BtP6e1Cp1L9jrKicXdWxYsmuap8rmFvl7EajibA/Mvlicxr5DHNmbU/Hz1PL/H7Od3JXtKH9V4msOprJyw3tCD2SQWSCkWVvuBDoay4/NK+iJ/62icmbUvlxoLnwEXokgwa+NnzwrHnGUVM/PZdvZbN0fwavN7fPe+OFya5cn6v93j83mdGkkOnTp3P27FmWLVvGiy++SMWKFalevTrjx4/nhRdeYOLEiWi1Wry8vCz/AFxcXPJsmzt3LocPH2bZsmX06dOHihUr4ufnx2uvvcaiRYvYvXs3CxYsAMDd3d1yXQ8PDwDc3NzybCssb29vxo4dS3p6eoFtzp07x+HDh/nwww9p0qQJ3t7e1KlTh6lTp+Lq6sqKFSus2iclJbF161befPNNHBwcWLlyZZEy5dDpdFZ9Vb58eXr37k3Tpk1Zt26dpV1ISAhdunS557GaNm3KH3/8wY0bN6y279+/H0dHR8qWLWu1ffv27XTp0oX4+PgCj9m4cWNiYmI4cuSI1fbLly9z5coVatasWdi7CkBKSgpjxoxh1KhRVKpUKc/+sLAwSpUqxfjx4/Hz86Nhw4Z8+OGH7N+/n/Dw8CLdVmGcjczko6U36drElS+Cy+TZfykqk+YBjpYnAwBPVxsql7Fl1/HbAFyMysTNUWt5MsjR2N+BoxfTSbydTXxKNgfPpdGrlZvlyQCgfaAzOz+rVOQXD6rmVjm7qrlVzq5qbmWz27mQfXIV2SfXWG02xl4EQFvCF22llhgjDlleaAIYL+/GlJGM1q+1uV2llpgyb2O8vPvOQdLiMF47YGkDoKv7Cjb1emLYPIGsww/+RQIl+1zh3CpnVzW3ytlVza1ydlVzq5xd1dwqZ1c1N8DZKAMfrUyga0MHvuid9/ONS9FZNK9uZ53dRUfl0jbsOmX+XONitAE3R42lcGDJXtWOo1cySUzNu0JKeqaJiasSaRVgR8d6RZ+honSfK5pd1bECCve5orlVzn42OpuP1qXStZ4tX/Rwypv7VjbNq+qtcztrqeylY9dZ80SFizHZuDloLEUmS+7KNhy9lk3iXzONMrPA2fqhgLujloS0vI+DQmVXsc8Vf++fm8xoUoTBYCA0NJRu3brlKVAAjBo1ildffRV7+/tXe41GI4sXL6Zbt25Urlw5z/6AgAC6du3K4sWLeeONN9BqH2498qOPPmLo0KFMnTqVcePG5dsm5zZ37dpFjRo1LDN19Ho9S5YswdHR0ar9+vXrMRgMtGzZktatWxMSEsKQIUOKPNuqIDqdDlvbO98m2bp1K6NHj6Z58+a0a9cu3+vUqVOHixcv8vPPP/Paa69Ztm/cuJFOnTqxadMmq/bbtm2jZ8+eBAcHU7t27XyP6eXlRcOGDfn5559p0KCB1TGffvppYmNji3S/IiIiiIqKYuXKlWzbto3Vq1db7e/SpQutW7e2mimVczkxMREfH58i3d79lPWwYctEX8qU0HPgbGqe/e7OOq7HGay2GbJNRMVlkZll/q5CCWcdt9ONJN7Oxs3pzu//Woz5ehGxBpLTjBhNUMJFx7sLbrD9T/N6ps/Ud2b8K164OhZt3KiaW+XsquZWObuquZXNnpGEYevHeTbr/NsDYIw5h97Tj+zT660bmIyYEiLQljQ/v2tKVsGUcA1M1i/UTfFX0dXsavnZeH4b6UeXQVY6NkGjCp+zAEr2ucK5Vc6uam6Vs6uaW+XsquZWObuquVXOrmpugLLuNmwZX4Yy7joOXMi7XJO7k5br8dl5s8dn58qu5Xa6icRUI26Odz5DuXYr66/sWbg5Ws9QWbQ7hejEbL4fYr2ySKFzq9znimZXdayAwn2uaG6Vs5d107JllBtl3LQcuGzIs9/dUcP1BOv3l4ZsE1EJRjL/WhWvhKOW2xkmEtOMuDnkGudx5utFxJu3921qxwdhqaz9I4PW1W35IzyLsKMZvFDvrupTYbOr2OeKv/fPTWY0KSI8PJyEhIQCl5srXbo0derUKVRh5fLly/c8Fphn49y8efNvmbVSsWJFRo8ezeLFizl8+HC+bapUqUKbNm2YNm0arVu3Zty4caxatYro6Gh8fHwoWbKkVfvQ0FAaNWqEh4cHnTt3Jioqip07dz5w1vT0dFatWsW+ffvo1KmTZfvcuXPp2bPnfZeq69SpEz///LPl58zMTLZt28azzz6bp+2nn37K4MGDrQpaBR1zy5YtVtO0N23alO8x76d69er88MMP1KhRI9/9fn5+1KtXz2rb/Pnz8fLysjrf18Pi7qSjTImCq/7dm7my9eht5v8cR1xyFtfjDHywKJrkNCNpGeb+6NLYBY1Ww8i5UZy/nkFSajbrDiSx+rckANIyTMQnm1/4jV8Ujb1ew+wh5Xi/uyc7jt3mzVnX850C/yTmVjm7qrlVzq5qbtWz56YpVw+bJkPIPr8V061zYOeKKSMlTztTZgrYOZuvY+9y3zaA+QVpVsEzjYtK1T5XNbfK2VXNrXJ2VXOrnF3V3CpnVzW3ytlVzW3OrqWMe8GfpXRv7MTWY+nM/yWZuJRsrsdn8cFP8SSnG0nL/Ct7A0c0Ghi5MI7zUQaS0oys+z2V1QfNH3TmtMuRmWVi8e4UOtd3wNereN8BV7vP1cyu6lgxZ1e1z9XMrXJ2d0ctZdwKLhl0D7Rj6ykD83enE3fbyPUEIx+sTiU5w3RnnNe1NY/zn25zPjrbPM7/zGD1EfN5yHLaPVvbli51bXk/NJWnJiUwcFEKgRVsGNu5eDP3VO3zu6n03j83mdGkiMTERMC8ZN3DOlaJEiUKbJOzLy4uDl9f3we+zbv169ePzZs3M27cONasWYODQ94/ILNmzWL58uWsW7eONWvWEBoaikajoVOnTnzyySc4O5sfJOfOnePEiRN88skngPm8VO7u7ixfvpy2bdsWKdf169ct554CSE1NxcXFhf79+9OvX78i389OnTqxYMECyzmj9u3bh4eHBwEBAUU+Vo4OHTowceJEjh49SmBgIOfOnSMqKopWrVqxaNGiYh+3MD7//HN27tzJrFmz0OuLPm34QQ17viTZRpixNpYpq2PR6+ClIDfa1nXiQpT5yapKOTu+HlqWCUtu8vzH1wCoWcGO4c+XZNLyGOxtNRj++pZCzQr2TOxnPpdX0xqOuDjqeOfbG+w7nUpQQN7pwf+23CpnVzW3ytlVza1Kdq13A2xf+g5TYjiZG94zb7zXlx1yXtgWps0joEKfP0m5Vc6uam6Vs6uaW+XsquZWObuquVXOrmpugGEdXMjONjFjUxJT1ieZszdxom0tBy5Em7/hXqWMnq/fKMmEFQk8/8VNc8byeoZ3dGXS6kTsba1fk23+M42YZCMDWrs81KxWuVXuc0WzqzpWQOE+VzS3ytmHtbYn22hixvY0pmxNM+duYEfb6nou3DQXYKqU0vF1H2cmrEnl+VnmAk3NcjqGt7Vn0oY07PXmcT50WQq/X83ivQ4O1PbWcS46m1k70hn1021m9XIq9rnoC8yuQJ+r/N5fCk2KyDkPUkJCwgMfK6eIlJxc8Am/copRRT3/UmFptVomT55M165dmTp1KuPHj8/TRqfT0atXL3r16kVKSgqHDx9m06ZNrFmzBpPJxLRp0wDzbCa9Xk/79uYphTmXQ0JCiIyMxNvbu9C5SpUqxeLFiwHzEnH29vZ4eXkV+w9brVq18PHxYfPmzfTr14+NGzcWa+ZRbiVLluSpp55i8+bNBAYGsnHjRp555pn7zoR6EAaDgQkTJhAWFsYnn3xS4HKBfzcbnYZ3unky7HkPwmMMlHK3wdVRR58vw62mswYFOPHLpIpExprn7Jb31BO6zzym3Z10ONmbv5nxdG3rP/otapqXZDx9LeOhPgmrmlvl7KrmVjm7qrlVyK6r8Rz6Z/+HKe4yGcv7QVqCeUdGMhpb5zztNXbOGJOjzT+kJ6Px8Mq3DRlJRc7ysDzuff6k5VY5u6q5Vc6uam6Vs6uaW+XsquZWObuquS3Zn3djWEdXwmOzKOWmw9VBS5+ZMVZLnwVVt+eX/5YmMs78QWv5kjaEHjCf88M9VzuALX+mUbWMDdW9/74vcCrf5wpmV3WsWLKr2ucK5lY5u41OwzvtHRnW2oHweCOlXDTmcf5tsvU4r6Lnl7ddifxrmb3yJXSE/m5ectLdUcORa1nsOZ/FJ10deamheam8RpX0+HjoGLw4hZ3nDLSu9nA/63zc+1z19/6ydJ4ifHx88PT05MiRI/nuv3jxIq+//jrnz5+/77EqVKiAl5cXhw4dKrDNwYMH8fLyonz58sXOfD/3WkJvy5YtzJkzx/Kzs7MzTz/9NJ9//jnBwcHs2rULMBdA1q5di8FgoFmzZgQEBBAQEEBISAhGo5EVK1YUKZONjQ2+vr74+vpSoUIFSpUq9cDV85zl8zIyMvjll1/o3LnzAx0PoHPnzmzevBmTycSmTZseyjELkpKSwsCBA1m3bh1Tp07lpZde+ttu634OnE1lz8nb2Om1VClnh6ujjqxsE+euZ1KzgvlJ6XqcgZC9iRiyzU8EOSfgO3ktAzcnLd4lbfAtZd6Ws/5qjqxs8892tg/3T6OquVXOrmpulbOrmvtxz27TaCD6rjMwRh4hY+nLcDvGss8YewlNibtmHWu0aNx8MMVeMLeJu4TGvTxg/VymKVER462LRc7zsDzOff4k5lY5u6q5Vc6uam6Vs6uaW+XsquZWObuquQEOXMhgz5l07PQaqpTR4+qgNWePMlDzrw//r8dnEbL/tjl7SRvKlzR/r/tkhAE3Rw3eHnc+wDRkm9h7NoOO9Yq3NFShc6vc54pmV3WsgMJ9rmhulbMfuGxgz3mDeZyX0t0Z59HZ1CxrHr/XE4yE/J5hzl1CR/kS5u0no7Jxc9Dg7a61nOcpsIL1PJiGvuafL0Rbn2vooWR/jPv8SXjvL4UmRWi1Wnr06MGqVauIiorKs//bb7/l+PHjhZq9o9PpeO211wgJCeHixbwD7fz584SFhdGnT59CnfPpQfTv358GDRowduxYq+03btxgzpw5+d5XV1dXyzmadu7cSVxcHB9++CFhYWGWf2vWrMHf35/Q0FCysrL+1vtwP506deLIkSOEhobi4+ODn5/fAx/zmWeeISYmhuXLl5OYmEizZs0eQtK8MjMzGTx4MMeOHWPBggVW56l6FDYfSWHC4psYsu/8IQ/dl0RSqpG29czfFIhNyuaDxTetTvoXk5jFhkPJtKljnnbrV9YW75I2bDycbLVu6vY/zd8galjFXnIrnl3V3CpnVzX345xdV68X+rbjyT69gczl/SHDeiay8fIetBUag8Od2cfaSi3N32q6vNvSRmPngrZyqztXdPBA69PI0uZReFz7/EnNrXJ2VXOrnF3V3CpnVzW3ytlVza1ydlVzg3npsgnLE6yzH0glKc1E29rmAkBsspEPlidw4ELGnexJ2Ww4kkqbWg5WX2A9d91AWqaJwEp/36okoHifK5pd1bECCve5orlVzr75pIEJa25b5z6SSVK6ibY1zAWY2NtGPghL5cDlO5/JxiQb2XAskzbV9Wg0Gip7mssSh69af2575Jr5Zx+Ph1+2eFz7/El57y+FJoW8+eabVKxYkV69ehEWFsa1a9c4duwYY8eOtSxp5ujoWKhjvf7667Rs2ZLevXuzdOlSrl69ytWrV1m6dCl9+vShSZMmDBw48G++R+bl6T799FNiYmKstnfr1o0KFSrQt29f1q5dS3h4OGfOnGHp0qXMmzePoUOHAuZl88qWLcsrr7yCv7+/1b/g4GBiYmLYtm3b334/7qVGjRr4+voyZcqUB142L4eHhweNGzfmyy+/pH379tjYFLwK5rFjx9i9e7fVv7NnzxbqdubOncvvv//OJ598QuXKlYmJibH8y8zMfCj3pSh6tnTjVnI2YxdG89vpVL7fGs/En27SuaEzjfzNY7+Wrx2BfvZ8vOwmm48k88sfKbw+LRIbrYbhXcwFSo1Gw3vdPfnjUjpvz7/Br6dTWbQ9gU9XxNA+0JmACg/3SVjV3CpnVzW3ytlVzf3YZnfyQt/uvxgTwsn+/Qc0ZWqhKVff8g8HD7KOLIGsdOxeXYLWvwO6uq9g22Ua2Rd3YIw0z4A2hh8k++pv2HaZhq7uK2j9O2D36lJITyLr6JKH3peF9Vj2+ROcW+XsquZWObuquVXOrmpulbOrmlvl7KrmBujZzMmcfVk8v51L5/udyUxclUDn+g40qmL+BnwtHz2BlWz5eGUCm/9M45fjabz+9S1z9o7W59Y5F2U+V49f6b93KTSl+1zR7KqOFVC4zxXNrXL2nk/ZcSvFxNhVqfx20cD3+9KZuCGVzrX0NKpkHqu1yukIrKDj43WpbD6ZyS+nM3l9YTI2Whjexlx0DShnQ/sAPZ//nMr83ekcuGxg6YF03g+5Tc1yOtrVePjj/rHs8yfovb+co0khDg4OLFmyhO+++4758+dz/fp17O3tCQgIYPHixTRs2LDQx9JqtUyfPp2wsDCWL1/OV199hclkomrVqrz77rv06NHjoZ9wrSC+vr68/fbbTJo0ybLN2dmZZcuW8fXXXzN79myioqLQ6XTUqFGDL7/8knbt2nHr1i327NnD8OHD85159dxzzzF16lR++uknOnbs+I/cl4J06tSJr7/++qEucdepUyf27dt33+LV//73vzzbXnzxRT777LP73sb69esxmUy8/fbbefYtWrSIxo0bFz7wQ+Dvbcc3Q8sydXUsQ2Zfx9NNx+BOHgzufKeir9FomPFmWSaviOHDJTcxAY2rOTLjzZKU87jzJNWxgQt2eg1zNsTx5qzruDlp6dnSjVFdS0ruJyC7qrlVzq5q7sc1u87vaTR6BzTuPtj1DcmzP3P9u2QfDyFj6avo203Atss0yEwh+8xGDNsnWbddNRh92/+ibz0ONBqMkb+TGTYU0h/dOZoexz5/knOrnF3V3CpnVzW3ytlVza1ydlVzq5xd1dwA/mX1fDOwJFPXJzHk2zg8XbQMbufC4GfuFAU0Gg0zgj2YHJbIhysTMJlMNK5ix4xgV8qVsP7oLTbZvByUm+Pf+91vpftc0eyqjhVQuM8Vza1ydv/SOr7p48zUrWkMWZqCp7OWwS3tGdzqTnFFo9Ew41VnJm9M5cO1qZhM0LiSDTNedaCc+53x/L+XnPhmVzo/HcpgxnYj5dy0dAu05a2nHbDRPfzPpR/HPn+S3vtrTLnndwkhxD/EtPO5Rx2hSDRPr7dcVim7qrlB3eyq5gZ1s6uaG6yzp02u+MhyFJXD2CuWyyr3uUrZVc0N6mZXNTeom13V3KBudlVzg7rZVc0N6ma3yr2xzaMLUgyaztstl5Xtc4Vyg7rjRdWxAuqOF1Vzw13ZVzR5dEGKSPPyfstllftc1ff+9yNL5wkhhBBCCCGEEEIIIYQQQohikaXzxAOLjo6+79J0tWvXZtGiRf9QImsbN25k/Pjx92wTHBzMiBEj/qFEQgghhBBCCCGEEEIIIcSTQQpN4oF5enoSFhZ2zzZ2dnb/TJh8tGrV6r75XF1d/5kwQgghhBBCCCGEEEIIIcQTRApN4oHpdDp8fX0fdYwCOTk54eTk9KhjCCGEEEIIIYQQQgghhBBPHDlHkxBCCCGEEEIIIYQQQgghhCgWKTQJIYQQQgghhBBCCCGEEEKIYpFCkxBCCCGEEEIIIYQQQgghhCgWKTQJIYQQQgghhBBCCCGEEEKIYpFCkxBCCCGEEEIIIYQQQgghhCgWKTQJIYQQQgghhBBCCCGEEEKIYpFCkxBCCCGEEEIIIYQQQgghhCgWKTQJIYQQQgghhBBCCCGEEEKIYtGYTCbTow4hhBBCCCGEEEIIIYQQQggh1CMzmoQQQgghhBBCCCGEEEIIIUSxSKFJCCGEEEIIIYQQQgghhBBCFIvNow4ghPh3yprp/6gjFInN8HOWyyplVzU3qJtd1dygbnZVc4N19nN9HB9hkqLxX5Jquaxyn6uUXdXcoG52VXODutlVzQ3qZlc1N6ibXdXcoG723LnTJld8dEGKwWHsFctlVftcpdyg7nhRdayAuuNF1dxgnT3pA+9HmKRoXCdGWi6r3Oeqvve/H5nRJIQQQgghhBBCCCGEEEIIIYpFCk1CCCGEEEIIIYQQQgghhBCiWKTQJIQQQgghhBBCCCGEEEIIIYpFCk1CCCGEEEIIIYQQQgghhBCiWKTQJIQQQgghhBBCCCGEEEIIIYpFCk1CCCGEEEIIIYQQQgghhBCiWKTQJIQQQgghhBBCCCGEEEIIIYpFCk1CCCGEEEIIIYQQQgghhBCiWKTQJIQQQgghhBBCCCGEEEIIIYpFCk1CCCGEEEIIIYQQQgghhBCiWGwedQBReFlZWSxdupQ1a9Zw+fJl7OzsCAgIYNCgQTRp0oQxY8awevXqex7j7NmzAGRnZ7N8+XJWrVrFxYsX0el0VKlShR49etC9e3c0Gg0Affv25eDBgwUez9vbm+3bt983+4EDB+jXrx/BwcGMGTMmz/5q1aoxefJkunXrBkBSUhJz5sxhy5Yt3Lx5E2dnZxo2bMhbb71FQEBAnuvv27eP119/nXbt2jF79uz75rnbzJkzmTVrltU2W1tbypUrx4svvsigQYPQaq3rsvHx8Tz//PNMmTKFxo0bW7a3adOGyMhIxowZQ3BwcJ7bmjBhAsuXL2fYsGEMHz4cgJSUFL788ks2b96MwWDgqaeeYvz48fj4+Fiut2nTJmbOnElERASVK1fmP//5D02bNgUgIiKCtm3bArBq1Spq1qyZ53Y7derEpUuXWLRoEY0bN2bmzJmsXr26UL8/o9HIoEGDqFu3riXzw2Y0wcqT8NNxCE+Ckg7QuhIMawzOtuY2VxPg871w5DrotNChCrzd7M5+gNuZMPU32HoRUg3QsBz8JwgqlbC+vcV/wtJjcDMFKnvAiMbQsuK/K7uquVXOrmpulbOrmhsAjQa31gNwbzcQfalKZCXFcPv39cSumogxLRkAfenKePX+AodqzcCYRfKB1dxa/oFlP4DGzgmvnhNxfuoFtPZOpJ3Zx82l72OIOm9p41izNeXHbsgTIeXoJq5P6V6k2Cr3uarZVc2tcnZVc6ucXdXcKmdXNbfK2VXNrXZ2Dbr6vbAJ7IPGvQKm27EYz2/FsOcryEwxtyjhi77tf9H6NAJjFtlnNmLY8ZllPwB6R/Stx6Cr1glsHTGGH8Sw7RNMcZfyvVVtlbbYvbSAtMnFCg2o2+eq5jZTc7yo3OeqZlc1NwAaDfqGfbBt3A9tCV9Mt29hOL2FjO3/g4y/xrlHRew7f4SNbyNMxmyyTqwnfcsky34AbB2xbz8em5qd0dg6kXVlPxmbPsZ46+KdNnbO2LUejT6gIxrnUhjjrpJ5cDGGQ4vAZCpSbNX7XMX3/neTGU2KyMjIoF+/fixcuJC+ffuyevVqFi5ciJ+fH8HBwaxbt47x48ezd+9eyz+AcePG5dlmMBgYMmQIM2bM4IUXXmD16tUsX76cjh078tlnnzF06FCys7MBcwEm57orV67Msy0kJKRI9+OHH37gyJEj9203ZMgQjh49yqeffsrmzZuZN28eGo2G3r17c/HixTztV61aRaVKldi5cyfR0dFFypSjTJkyVn21adMm+vXrx/Tp0/n++++t2kZHRzNgwABiYmLyPZZer2fz5s15tmdlZbFlyxZLIS/H8OHDOXDgALNnz2bp0qUkJyczZMgQjEYjAPv37+e9996jZ8+erF69mqZNmzJo0KA8fVHQ7Z45c4bLly8XqT9yZGZmMm7cOPbs2VOs6xfWgiMwaRe09IWZneG1+rD2DIzaZH5uScqA18MgNhU+bQejmsKm8/D2z9bHeX8LbLkAo5vC5HYQnQLBqyEx/U6bhUfhy73QtTpM7wzlXWHYBvj9+r8ru6q5Vc6uam6Vs6uaG6DEc29Tqv9Ubv/xM9e/eoX4jdNxDepF2RHLANA6ulF+7CZs3EpxY+4gbi3/EJemPSg7fInVccoOXYhzoxe5tfy/3PhmIDYlyuIz7me0ju6WNna+dchOTeTah62s/sUsy/vlkPtRuc9Vza5qbpWzq5pb5eyq5lY5u6q5Vc6uam6Vs9s0eRN9+4/JvrCDzNBBZB2ch652N2y7fW1uYOeK7avL0Dh5krn+HQw7v0BX43lsX7T+gqtt1+noqnfGsPNzMte9jca5DHa9fgR71zy3qa3QBNsu04se9i6q9rmquUHd8aJyn6uaXdXcALYt3sL+uYlknf2F1GUDyNg7F339Hji+Ot/cwN4Vp9dXoHX2JC10FBlbJ6Ov0wXHV76xOo7DS7OxqfUcGVsmkxY6Eq1rWRxfXwH2bpY2jq98jb7+y2Tsm0fqkmCyzm7D/rlPsG01ssi5Ve5zVd/7383mgY8g/hHTp0/n7NmzrF+/nrJly1q2jx8/npSUFCZOnEibNm3w8vKyup6Li0uebXPnzuXw4cOEhIRQuXJly3Y/Pz8aNWrEyy+/zIIFCxg0aBDu7u6W/RkZGQC4ubnlOWZheXt7M3bsWNasWYO9vX2+bc6dO8fhw4dZvXq1ZfaSt7c3U6dOpV27dqxYsYKxY8da2iclJbF161b+7//+j4kTJ7Jy5UqGDRtW5Gw6nS7P/erduze//PIL69atY8CAAQCEhITw5Zdf4u3tXeCxmjZtyp49e7hx4wZlypSxbN+/fz+Ojo44ODhYth04cIDffvuNNWvWUK1aNQA+/vhjBg4cyJUrV6hcuTLz58+nXbt29OvXD4D//Oc/HD16lB9++IH/+7//s7rdn3/+mbffftsqz8aNG2nYsCGHDh0qUp8cOXKECRMmkJ6ejqtr3hc8D4vRBN8dgZdqwehm5m1NfcDdHt7drOHkTRO/hZv/qIe8AiX+6r4yzvDmOg1HokwEloU/omDnFQ3fPG+iha+5TYNy0H4R/HQCBjeE9CyYexj614chT5nbBFWA3iHw9SH4tuu/I7uquVXOrmpulbOrmhsAjQaP594mcfsCbq340Lzt5A6yk2MpN3wxdpUCcazVBp2zB1c/aIYxJRYAQ1wk5d8Pw75qE9LP78e+SiOcA58l4osXSD22BYC0s/uo9NUp3NsNIm7tF4D5xWZG+AnSLxbteeJuKve5qtlVza1ydlVzq5xd1dwqZ1c1t8rZVc2tdnYNNk3eJPvoMrJ2mV8TcWUfpCVg+8IsNGVqo6vUAo1DCdK/fw7S4gEwJd/A7pWFaL0bYIz8Ha13ILqqz5Cx/DWMl3YCkBF+CPu39mAT2JesX/8qMtg6YdNkCDZN34SM5HzyFJ6qfa5qbjM1x4vKfa5qdlVzA6DRYNfiLQyHlpCx9TMAsi/uwZQaj2PPr9GWq4NNlZZoHEtwe04HTKl/jfPEKBz7L0FXoSHZ1w6j82mAvkZ7Un/oQ9b5HebjXDmA8zv7sW3cn8xdM9CWrYWNfxtSfxxM1sn15jaX9qKxd8OuxRAyd0771/S5iu/98yMzmhRgMBgIDQ2lW7duVkWmHKNGjWL+/PkFFm5yMxqNLF68mG7dulkVmXIEBATQtWtXFi9ebJlN8zB99NFH3Lhxg6lTpxbYJmeJul27dmHKNU1Sr9ezZMkSBg0aZNV+/fr1GAwGWrZsSevWrQkJCbHMyHoYdDodtrZ35lBu3bqV0aNHM316wd8oqVOnDuXKlePnn63L4hs3bqRTp05WM5r27t2Lv7+/pcgEUKVKFXbs2EHlypUxGo0cOXLEskxejsaNG+cpHHXq1ImrV69y+vRpq+2bNm2ic+fOhb/Tf9m1axctWrQgLCwMFxeXIl+/sFIy4flq8Ky/9facaanhSbDvGgSWu/NkANDMB5z0JvZcMf+87xo46E00u7PiIB4O8FQ52P1Xm2M3IClDQ7tcw1+jgXZ+cDDC/ITxb8iuam6Vs6uaW+XsquYG0Dq4krT3R5J+XW61PTPqHAD6UpVwqtOOtHO/Wl5oAqQe30Z2WhJO9ToC4FTnGYzpKaQe32Zpk518i9Qze3Gq18Gyza5CHTKuHitayHyo3OeqZlc1t8rZVc2tcnZVc6ucXdXcKmdXNbfS2e1cyD65iuyTa6w2G2PNK4doS/iirdQSY8QhS9EAwHh5N6aMZLR+rc3tKrXElHkb4+Xddw6SFofx2gFLGwBd3VewqdcTw+YJZB3+oQhB81K1z1XNDSg7XlTuc1Wzq5obADsXMv8IxXBstdVm460LAGg9KmJTtRXZVw5YikwAWRd2YUpPxsbffFoPm6qtMGXcJuvCLksbU2ocWVf2Y+PfxrIt89ASsi7tzXNbGjtnNE6ehY6tcp+r+t4/3/vytxxVPFTh4eEkJCQQGBiY7/7SpUtTp04ddDrdfY91+fLlex4LzLNibt68SXh4eLEzF6RixYqMHj2axYsXc/jw4XzbVKlShTZt2jBt2jRat27NuHHjWLVqFdHR0fj4+FCyZEmr9qGhoTRq1AgPDw86d+5MVFQUO3fufOCs6enprFq1in379tGpUyfL9rlz59KzZ888y9/drVOnTlaFpszMTLZt28azzz5r1e7y5cv4+vqybNkynn32WVq0aMGoUaMsSwAmJSWRmppqNTMKoFSpUty4ccNqm7e3N3Xq1LG63WPHjpGUlETz5s2L1gHA6NGj+c9//oOzs3ORr1sUrnYwriUE3lVH3f7X8sRVPOBSPFR0t96v04K3K1xOMP98KR58XM3bc6vgBldytQHwdc/bJtukITzx35Fd1dwqZ1c1t8rZVc0NYExNJGbxu6Sf32+13bnB8wBkRp7Gtlw1MnOttQyAyUjWzSvYlq0KgG25ahhuXgaT9ZdHDNEXLW00ejtsy/qj9/SlwqT9VF2YQKVpZyjRuejLFajc56pmVzW3ytlVza1ydlVzq5xd1dwqZ1c1t9LZM5IwbP0YY+Tv1rn82wNgjDmH1tMv73lzTEZMCRFoS5o/ZdSUrIIp4Vqe11um+KtoPe58Emk8v430OUFk/7GsCCHzp2qfq5obUHa8qNznqmZXNTcA6UlkbJhA9jXrz2xtapgLFcabZ9F6VSU7Nu84N8aHo/X0A0DrVRVj/NU849wYe9nSxhh1gvQ1/4G0hLtuqyPGlFuYUmMpLJX7XNX3/vmRQpMCEhPNI9TNze2hHatEiRIFtsnZFxcX98C3l59+/fpRr149xo0bR1paWr5tZs2axYcffkjZsmVZs2YNY8eOpVWrVowePZqUlBRLu3PnznHixAlL8SYoKAh3d3eWL1+e73Hv5fr169SvX9/yr27dunz66af079/fsmRdUXTq1Ik//vjDUjDat28fHh4eluUAc6SkpLB//342btzIxx9/zFdffcWNGzfo168fGRkZpKebFwHNPasKwM7OzrKc4d23m7vQtGnTJjp06FCoQuTj5NgN+PZ3eLqiiaolITkTnGzztnOyNZ+oDwpu42hr/nZDThuwPtFfznHgTrt/Y3ZVc6ucXdXcKmdXNTeAvd9TeDz/DilHNpAZcQqtg5vViT9zGNNT0DqYZ6FqHQtok5aC1sEVANvyNdHY6LEtW4W4sM+I+PIFUn5fj2fPSZR86aMHzq1yn6uaXdXcKmdXNbfK2VXNrXJ2VXOrnF3V3Cpn15Srh02TIWSf34rp1jmwc8WU++T2fzFlpoCd+QuZGnuX+7YBzMWFrPQ87R4WVftc1dyg7nhRuc9Vza5qbgBd+frYtRyK4fQWjDfPorFzgQLGsMb+r3Ful/84J/M2GruCv8xu23QANpWbkbl7tvnESg9A5T5X9b2/nKNJAR4eHgAkJCQ88LFyikjJyQWv75pTjMq53YdNq9UyefJkunbtytSpUxk/fnyeNjqdjl69etGrVy9SUlI4fPgwmzZtYs2aNZhMJqZNmwaYZzPp9Xrat28PYLkcEhJCZGTkPc+jdLdSpUqxePFiADQaDfb29nh5ed135lJBatWqhY+PD5s3b6Zfv35s3Lgxz2wmABsbGzIyMpg9e7almDhr1ixatGjB9u3badKkCWCeEZVbRkaG1bmecnTs2JEvvviCM2fOUK1aNTZt2sTnn39erPvwqByJgqHrzd8qmGSedYvxHs8vOb+iez0HaQvRJne74lI1u6q5Qd3squYGdbOrmhvAvmoTvN8NxRBzhRvzBpvzae/xfaGcQPd4DjP9tUSu4cYFIr54gYzLR8hOvgVA2smdaG0dKNF5JPHrp2JMSypWbpX7XNXsquYGdbOrmhvUza5qblA3u6q5Qd3squYGdbNrvRtg+9J3mBLDydzwnnW4/BTi9daDflBaWKr2uaq5Qd3xonKfq5pd1dwAugoNcez7A8b4cNJXvf1XwHu8D805Dcs936sa892sb/wadp0+wnB8LZm/zitmYjOV+1zV9/4gM5qU4OPjg6enJ0eOHMl3/8WLF3n99dc5f/58vvtzq1ChAl5eXnnO7ZPbwYMH8fLyonz58sXOfD/3WkJvy5YtzJkzx/Kzs7MzTz/9NJ9//jnBwcHs2mVe39NgMLB27VoMBgPNmjUjICCAgIAAQkJCMBqNrFixokiZbGxs8PX1xdfXlwoVKlCqVKliF5ly5MwuysjI4Jdffsn3PEllypShdOnSVjPWPD09cXd3JyIiAnd3dxwdHbl586bV9W7evEnp0qXzHK9cuXLUq1ePn3/+maNHj5Kdnc1TTz31QPfjn7TpPLwRZj4h33cvgPtftTQXW0jN51sBtzPN+8D8bYLbhWiTsy23lAK+kfBvyK5qbpWzq5pb5eyq5gZwbtyd8mM3kHUrnIjJz2JMMc84zk5NROuQ99tgWgcXjKnmL40YU5PQ2hfQJu2vNmlJpB7bYnmhacn+x89o9XbYlquW5/qFoXKfq5pd1dwqZ1c1t8rZVc2tcnZVc6ucXdXcKmfX1XgO21eXYkq6TsayXneWcspIRmOb97WUxs4ZU/pfX+BNL7gNGcX/wK6wVO1zVXODuuNF5T5XNbuquQFsanXBMfgnjAnXSf3uFUx/nXvMlJEMtk552mvsnM37AFMB45xcbe5cUYNdxwk4PD+JrONhpK0cVvzQqN3nqr73t9zWA11b/CO0Wi09evRg1apVREVF5dn/7bffcvz48ULN3tHpdLz22muEhIRw8eLFPPvPnz9PWFgYffr0+duXWuvfvz8NGjRg7NixVttv3LjBnDlz8r2vrq6ulnM07dy5k7i4OD788EPCwsIs/9asWYO/vz+hoaFkZRX1rHcPV6dOnThy5AihoaH4+Pjg5+eXp81TTz3F9evXrQpJN2/eJD4+Hl9fXzQaDYGBgRw8eNDqegcOHKBhw4b53m7Hjh3ZvHkzmzZtomPHjmjvVfl+jHx/BN7bDHXLwKJu4JXreatiCbh21zqn2UaISILKJe60iUzK+y2Fa4l32uScCPDuY11LBL3WhE8xV6hUNbuquVXOrmpulbOrmhugROeRlB36A+nnDxA+sT3ZCXfOzWeIOo++9F3PKxoteq+KZF4/C0Bm1HlsSlXM8+0m29J+ljZ2vnVxazswTxutrT1AnhehhaFyn6uaXdXcKmdXNbfK2VXNrXJ2VXOrnF3V3Cpnt2k0EH3XGRgjj5Cx9GW4HWPZZ4y9hKaEr/UVNFo0bj6YYi+Y28RdQuNeHrB+LaUpURHjrbyfuzxMqva5qrlB3fGicp+rml3V3AC2zQfj8PJsssOPcPvbbphS7nxmabx1EW3JStZX0GjRlqiAMeb8nTYlfPK+x/SoaGkDgE6PQ8+52AUNJmPvN6StHA7G7OKFRu0+V/W9v9VxHuja4h/z5ptvUrFiRXr16kVYWBjXrl3j2LFjjB07lrCwMD755BMcHR0LdazXX3+dli1b0rt3b5YuXcrVq1e5evUqS5cupU+fPjRp0oSBAwf+zffIvDzdp59+SkxMjNX2bt26UaFCBfr27cvatWsJDw/nzJkzLF26lHnz5jF06FDAvGxe2bJleeWVV/D397f6FxwcTExMDNu2bfvb78e91KhRA19fX6ZMmZLvsnlgLkZVrFiRkSNHcuLECU6dOsXbb79NpUqVePrppwEIDg5mw4YNfP/991y8eJEvvviC06dP079//wKPefnyZVatWlXg7QKkp6eze/fuPP8exjKNRbXiBPzvVw0dq8LcLuBiZ72/mQ8cug5xuU7r9Ws4pBo0NKtg/rm5D9w2aNh37U6buDQ4fB1Lm3plwEFvYkuu128mE2y7CE95g20x6quqZlc1t8rZVc2tcnZVcwO4tRmAV6/JJB8IJeKLrnmmsN8+/guO1YPQuXhatjnWbofWwYXbx83Pf6nHt6FzcMWx9jOWNjoXTxyqNyf1+C8A2PrUpHTwdBxrtrY6vkvjHhhirmKIuVKk3Cr3uarZVc2tcnZVc6ucXdXcKmdXNbfK2VXNrXJ2Xb1e6NuOJ/v0BjKX94e7vmlvvLwHbYXG4HDn1ALaSi3R2DljvLzb0kZj54K2cqs7V3TwQOvTyNLm76Bqn6uaG9QdLyr3uarZVc0NoH+qD/adJpB1Yh2pP/TOM86zLuzCpmITNI53xrlNlVZo7JzJOr/b0kZj74JNlactbTSOHthUbELWhTvj3KHbV9jU6ET6hg/J+PmToofNReU+V/W9/93kHE2KcHBwYMmSJXz33XfMnz+f69evY29vT0BAAIsXLy5wZkt+tFot06dPJywsjOXLl/PVV19hMpmoWrUq7777Lj169HjgJeMKy9fXl7fffptJkyZZtjk7O7Ns2TK+/vprZs+eTVRUFDqdjho1avDll1/Srl07bt26xZ49exg+fHi+M6+ee+45pk6dyk8//UTHjh3/kftSkE6dOvH111/nu2wegK2tLQsXLuSzzz6jf//+mEwmmjdvzpQpU7C1Nc+3DAoK4tNPP2XOnDl89dVXVKlShW+++SbfGVIApUuXJjAwkBs3blCvXr0Cs8XGxuZbVFy0aBGNGzcu+p0tppjb8Ple8HYx8WptOG1de8THDXrWhmXH4I018NZTkJAOU36FFr4m6pc1t2voDU95m3h/C7zTDNztYfZBcLWFV2qZ2zjoIbgefH0I9FqoXxZWnYJTMfD9i/+e7KrmVjm7qrlVzq5qbgCdW2m8en+O4eYVErZ+g33Felb7DTcvk/jLfNzbv4n3mPXErf4UrbMHXj0ncvuPzaSfPwBA2tl9pJ7aRdm3viPmpw8wpsRR8sVxZKcmkrBtPgApB1eT8exoyrz5LbdWfERWQhSuTV/GKfBZomb0LtJa8Sr3uarZVc2tcnZVc6ucXdXcKmdXNbfK2VXNrXR2Jy/07f6LMSGc7N9/QFOmltVuU/xVso4swaZhf+xeXYJh73Q0Du7oW48l++IOjJHm0xsYww+SffU3bLtMw7BjMqa0BPRBoyA9iayjS4rcn4Whap+rmhtQdryo3OeqZlc1N4DG2Qv7Th9hjL9G5oHv0ZWtbbXfGHcFw4FF2DZ5Hcfgn8jYPhWNYwnsO4zHcPYXssPNp0fJvnKArEu/4vDSTNI3T8KUGo9dm3cwpSeReWARADbV26Ov+yKG05vJDj+Crnyg1W1lR52A7HzWscuHyn2u6nv//GhMpn/ozIRCCJFL1kx/y+VVp+C/2wsubk5sa+LFGnA+Fj7bA3/cACc9tKkM7zUHJ9s7bRPT4Yu9sP2yeapr/bLwn6A7U1vBvH3eYVh5EuLTwM8DRjSBFr55bzuHzfBzSmZXNbfK2VXNrXJ2VXPfnf1cnzszk11b9qPMoG8KvN6NuYNI2rME2/IBePX5AoeqTTCmJ5Py+3pilo3FlJ5iaat1dMerz+c4N3gONFrSz+3n5tL3MUSdt7TRuZXG86WPcKzTDp1zSTIjThEb9hm3j6zP9/b9l6RaLqvc5yplVzW3ytlVza1ydlVzq5xd1dwqZ1c1t8rZc+dOm1zRcllX5yVsn/2ywNyZ698l+3gIGk9/9O0moC3fADJTyD63FcP2SZB5+05je1f0bf+Lrmp70GgwRv6OYdsnmOIu5Z8paBT6FqOs8uTHYewVy2VV+1yl3HdnV2m8qDpWQN3xomruu7MnfeBtuawPfAWHblMLvF5a6GgMR1egLVUN+2c/RufTEFNmClmnN5O+6f/uGudu2Hf+EH2NDqDRknX1EBmbPrYsEWnffTq29XsUeFvJ/2uMKSHCapvrxEjLZZX7XNX3/vcjhSYhxCOR+wlBBQW9gHjcqZob1M2uam5QN7uquaHgF5uPu4IKTSpQdbyomhvUza5qblA3u6q5Qd3squYGdbOrmhvUzV5Q4UAFBRUPHneqjhVQd7yoOlZA3fGiam4ouND0uCuo0KSCJ+G9//3I0nnigURHR993abratWuzaNGifyiRtY0bNzJ+/Ph7tgkODmbEiBH/UCIhhBBCCCGEEEIIIYQQ4skhhSbxQDw9PQkLC7tnGzs7u3vu/zu1atXqvvlcXV3/mTBCCCGEEEIIIYQQQgghxBNGCk3igeh0Onx977EA5SPm5OSEk5PTo44hhBBCCCGEEEIIIYQQQjyRtI86gBBCCCGEEEIIIYQQQgghhFCTFJqEEEIIIYQQQgghhBBCCCFEsUihSQghhBBCCCGEEEIIIYQQQhSLFJqEEEIIIYQQQgghhBBCCCFEsUihSQghhBBCCCGEEEIIIYQQQhSLFJqEEEIIIYQQQgghhBBCCCFEsUihSQghhBBCCCGEEEIIIYQQQhSLFJqEEEIIIYQQQgghhBBCCCFEsUihSQghhBBCCCGEEEIIIYQQQhSLxmQymR51CCGEEEIIIYQQQgghhBBCCKEemdEkhBBCCCGEEEIIIYQQQgghikUKTUIIIYQQQgghhBBCCCGEEKJYbB51ACHEv5PpYJ9HHaFINI2WWC6rlF3V3KBudlVzg7rZVc0N1tmzZvo/wiRFYzP8nOWyyn2uUnZVc4O62VXNDepmVzU3qJtd1dygbnZVc4O62a1y73zuESYpOs3T6y2Xle1zhXKDuuNF1bEC6o4XVXPDXdk3tnmESYpG03m75bLKfa7qe//7kRlNQgghhBBCCCGEEEIIIYQQolik0CSEEEIIIYQQQgghhBBCCCGKRQpNQgghhBBCCCGEEEIIIYQQolik0CSEEEIIIYQQQgghhBBCCCGKRQpNQgghhBBCCCGEEEIIIYQQolik0CSEEEIIIYQQQgghhBBCCCGKRQpNQgghhBBCCCGEEEIIIYQQolik0CSEEEIIIYQQQgghhBBCCCGKRQpNQgghhBBCCCGEEEIIIYQQolhsHnUAIYTIz424TJ4fe4JZo6rQuIarZfuOownMCbvO2fBUSjjb0LGRByN6eONkr7O0iY7L5Iufwtl7LJGsbBP1qjozqkd5ald2srTJyDTSYNARsrJNVrfraKflyLcN/nW5Vc6uam6Vs6uaW7XsRhOsPAk/HYfwJCjpAK0rwbDG4GxrbnM1AT7fC0eug04LHarA283u7Ae4nQlTf4OtFyHVAA3LwX+CoFIJ69tb/CcsPQY3U6CyB4xoDC0rFilyvlTq8ycht8rZVc2tcnZVc6ucXdXcKmdXNbfK2VXNDXAj3sDzH19j1pCyNK7meCf7sRTmbIjjbEQmJZx1dGzgzIguJXGyv/P97ej4LL4IjWHvyVSyjFCvsj2jupakdkV7q9v441IaU1fHcvxKOo52WoJqOvJ+d09Kuhb/Izql+1zR7KqOFVC4zxXNrXL2GwnZPP95NLMGlKRxFbs7uU+mMWdLMmevGyjhpKVjXQdGdHbFyS7XOE/I5ot1iew9k05WNtSraMuozq7UrmB+s3rgQgb9Z98q8LaHdXBhWEfXAvffN7tCff6kvPeXQpPisrKyWLp0KWvWrOHy5cvY2dkREBDAoEGDaNKkCWPGjGH16tX3PMbZs2cByM7OZvny5axatYqLFy+i0+moUqUKPXr0oHv37mg0GgD69u3LwYMHCzyet7c327dvv2/2AwcO0K9fP4KDgxkzZkye/dWqVWPy5Ml069YNgKSkJObMmcOWLVu4efMmzs7ONGzYkLfeeouAgIA819+3bx+vv/467dq1Y/bs2ffNc7eZM2cya9Ysq222traUK1eOF198kUGDBqHVWk8KjI+P5/nnn2fKlCk0btwYgGHDhhEdHc3KlSut2r788sv8+eefLF68mEaNGlm2r127lvfff599+/ZRsmRJy3aTycQbb7xBZmYmixcvBuDFF1/E19eXadOmWR07KCiImJgYtm/fjre3t2X7119/zYIFC9i/fz8ffPABkZGRlmPdS0ZGBi+99BKvvfaa5ffxd4qKzeCNL86RnJpttX3r4XhGzLhAo+ouTBvmR2aWia/DrnN0cgrLJtTARqchOTWLXp+cJi3DyMge5fEtbceWw/H0nXSGReOqUcfPGYBzEWlkZZv48s3K+JS+82Spe4B5nqrmVjm7qrlVzq5qbhWzLzgCM/dDcH1o4gNXEsw/X4iD+V0gORNeDwNPR/i0HcSmwdRfISIJ5nW5c5z3t8Cx6DsvQucchODVsKYXuP31XnbhUfN1hzSCWqUg9BQM2wDfvwgNyhU9ew7V+lz13CpnVzW3ytlVza1ydlVzq5xd1dwqZ1c1N0BUnIE3ZlwnOc1onf1oCiPmRtHI34Fpg8qYs2+M4+hXaSx738ecPS2bXl+Gk5ZpYmTXkviW0rPlaAp9/xfBonfKU6eS+UXXiavp9J8aSdPqjswcUpabCdl8tfoWQ29G8dN/fIqXW+U+VzS7qmMFFO5zRXOrnD0qPos35saSnG5dSNl6LI0RC+No5GfLtP4eZGbB11uTODrnFstGeP01zo30mhljHuedXPH1smHLn2n0nXWLRUM9qeNrS83yen4a6ZXndqdvTOJ4eCbPBjoUP7tiff4kvPcHKTQpLSMjg+DgYKKiohgxYgT169cnPT2d0NBQgoOD+eKLLxg/fjzvvPOO5TpBQUGMGzeOzp07Wx3LYDAwdOhQjh07xrBhwwgKCiI7O5s9e/bw2WefsX37dmbOnIlOp2PmzJkYDAYAoqKieOmll5g5cyb169cHQKfTURQ//PAD7du3JzAw8J7thgwZQlZWFp9++ik+Pj7ExsYyf/58evfuTUhICH5+flbtV61aRaVKldi5cyfR0dGULl26SLkAypQpQ0hIiOXnjIwMdu3axcSJE9Hr9QwYMMCyLzo6miFDhhATE2N1jKZNmzJ58mTS09Oxtzc/qhMSEjh+/Dhly5Zlz549VoWmw4cPU716dasiE5j7ae/evVZtmzRpwsaNG63anT59moSEBLy8vNizZw89e/a0Onbjxo2xsSn8Qz85OZlRo0ZZCpJ/J6PRRNjeWL74MRwTpjz7Z62KxK+cPfPf98fWxvyXu2E1F9q/c4xVu2/xcmsvQnfdIvJWJsv+W51AfxcAmtd2Iz45i8lLw/lxQg0AzlxLxUanoUOjEtjqH+xVg6q5Vc6uam6Vs6uaW9XsRhN8dwReqgWjm5m3NfUBd3t4d7OGkzdN/BYOiekQ8gqU+Os1eBlneHOdhiNRJgLLwh9RsPOKhm+eN9HC19ymQTlovwh+OgGDG0J6Fsw9DP3rw5CnzG2CKkDvEPj6EHzbtRj5FexzlXOrnF3V3CpnVzW3ytlVza1ydlVzq5xd1dyW7PuT+SIkJp/kMGt9LH5lbJk/whtbG/MXcBtWdaD9B1dY9WsSL7dwI3RfEpGxWSx7rzyBVcwvzJoHOBGfYmTyyhh+fN9cGPhf6C1q+Ngx562yaLXmYznba/l0RQwRtwyU99QXLbfKfa5gdlXHiiW7qn2uYG6VsxuNJsIOp/LF2iRMpnxyb07Cr5QN8wd73hnnfra0nxjNqoOpvNzUidADqUTGZbNsuCeBlc1FmObV7Im/bWRyWCI/jvTC2V5LvYq2VsfefiKN385nMK2/B5VKFW2MW7Ir1ueqv/fPTc7RpLDp06dz9uxZli1bxosvvkjFihWpXr0648eP54UXXmDixIlotVq8vLws/wBcXFzybJs7dy6HDx9m2bJl9OnTh4oVK+Ln58drr73GokWL2L17NwsWLADA3d3dcl0PDw8A3Nzc8mwrLG9vb8aOHUt6enqBbc6dO8fhw4f58MMPadKkCd7e3tSpU4epU6fi6urKihUrrNonJSWxdetW3nzzTRwcHPLMJiosnU5n1Vfly5end+/eNG3alHXr1lnahYSE0KVLl3yP0aRJEwwGA8ePH7ds+/XXXylZsiTdu3dnz549Vu0PHz5Ms2bNrLadPXuW2bNnU69ePavtTZs25caNG1y/ft2ybc+ePdSqVYsWLVpYHTs7O5ujR4/mOfa9bN++nS5duhAfH1/o6zyIs+FpfLTwCl2DSvLF4Mp59l+6nk7z2m6WJwMATzc9lcvZs+uPBAAuXk/HzUlneTLI0biGC0fPp5B4OwuA01dTqVTW/qG8eFA1t8rZVc2tcnZVc6uaPSUTnq8Gz/pbb8+Z8h6eBPuuQWC5Oy80AZr5gJPexJ4r5p/3XQMHvYlmub706OEAT5WD3X+1OXYDkjI0tMvVNRoNtPODgxHmF6NFpWKfq5xb5eyq5lY5u6q5Vc6uam6Vs6uaW+XsquYGOBuZyUdLb9K1iStfBJfJmz0qk+YBjpYPVAE8XW2oXMaWXcdvm7NHZeLmqLUUDizZ/R04ejGdxNvZxKdkc/BcGr1auVkKBwDtA53Z+VmlIhcOlO5zRbOrOlZA4T5XNLfK2c9GGfhoZQJdGzrwRe+8n/Feis6ieXU763HuoqNyaRt2nTJ/tnsx2oCbo8ZSZLLkrmrH0SuZJKZazwYESM80MXFVIq0C7OhYr3izmVTsc9Xf++cmM5oUZTAYCA0NpVu3bpQtWzbP/lGjRvHqq69aZtDci9FoZPHixXTr1o3KlfM+CAMCAujatSuLFy/mjTfeyLNc3IP66KOPGDp0KFOnTmXcuHH5tsm5zV27dlGjRg3LMn56vZ4lS5bg6Oho1X79+vUYDAZatmxJ69atCQkJYciQIUWebVUQnU6Hre2dqvvWrVsZPXo0zZs3p127dlZt/fz8KF26NEeOHOGpp8zl4j179hAUFERQUBCzZ8/m1q1beHp6EhcXx8WLF/nggw8s18/IyODdd99lxIgRnDx5ksjISMu+hg0botfrOXLkCOXKlbMcu3nz5lSqVIkPP/yQrKwsbGxsOHXqFLdv3yYoKKjQ93Pbtm307NmT4OBgateuXay+KoqyJW3Z8r86lPGw5cDppDz73V1suH4r02qbIctIVGwmmVnmbyqUcLHhdrqRxNtZuDnd+RN37WYGABExGbg52Vi+efD652c5ei4FW72GDo08eP9VH5wdijZOVM2tcnZVc6ucXdXcqmZ3tYNxLfNu337J/H8VD7gUDx2rWu/XacHbFS4nmH++FA8+rnmn71dwg/Xn7rQB8HXP2ybbpCE80URV60m296Vin6ucW+XsquZWObuquVXOrmpulbOrmlvl7KrmBijrYcOWib6UKaHnwNnUvNmddVyPM1hnzzYRFZd1J7uz7q/s2bg53clwLcZ8vYhYA8lpRowmKOGi490FN9j+ZwoAz9R3ZvwrXrg6/ov6XNHsqo4VULjPFc2tcvay7jZsGV+GMu46DlzIyJvbScv1eOsl6QzZJqLis3ONcy23000kphpxc7zzZvTaLXMlIyI2CzdH69lMi3anEJ2YzfdDPIuU1yq7gn2u+nv/3GRGk6LCw8NJSEgocLm50qVLU6dOnUIVVi5fvnzPY4F55szNmzcJDw8vduaCVKxYkdGjR7N48WIOHz6cb5sqVarQpk0bpk2bRuvWrRk3bhyrVq0iOjoaHx+fPMvMhYaG0qhRIzw8POjcuTNRUVHs3LnzgbOmp6ezatUq9u3bR6dOnSzb586dS8+ePS0FsLs1bdqUo0ePWn7eu3cvzZs3p06dOri4uLB3714Afv/9d+zt7WnQ4M5J47788ktKlSpFnz598hzX0dGRevXqWY59+/Ztjh49SvPmzWnWrJnl55xje3t74+vrW+j7++mnnzJ48GCrotrfyd3ZhjIeBd9W95aebD0cz/z1UcQlGbh+K4MPvr1Cclo2aRnmb0N0aV4SjQZGzrjA+Yg0km5nsW5fLKt3m08wmJZhxGQycfZaKlej02kb6M689/wZ3KUcG36LZfD/zmE05jcJ/snLrXJ2VXOrnF3V3Kpnz+3YDfj2d3i6ovnFX3ImOOVzt5xszScBhYLbONqavzmV0wasTyKacxy4064oVO1zVXOrnF3V3CpnVzW3ytlVza1ydlVzq5xd1dwA7k46ypQoeIZI92aubD16m/k/xxGXnMX1OAMfLIomOc1IWob59ro0dkGj1TBybhTnr2eQlJrNugNJrP4t6a/sJuKTzR/Mjl8Ujb1ew+wh5Xi/uyc7jt3mzVnX812i6p65Ve5zRbOrOlZA4T5XNLfK2d2dtJRxL/jz5O6Nndh6LJ35vyQTl5LN9fgsPvgpnuR0I2mZf43zBo7m3AvjOB9lICnNyLrfU1l90FygzWmXIzPLxOLdKXSu74CvV/Hnxaja53dT6b1/bjKjSVGJiYmAecm6h3WsEiVKFNgmZ19cXFyRChWF1a9fPzZv3sy4ceNYs2YNDg55p0jOmjWL5cuXs27dOtasWUNoaCgajYZOnTrxySef4Oz818nYzp3jxIkTfPLJJ4D5vFTu7u4sX76ctm3bFinX9evXLeeeAkhNTcXFxYX+/fvTr1+/Qh8n5zxNJpOJs2fPEhMTQ/PmzdHpdDRt2pQ9e/bwwgsvcOjQIRo2bIidnXlq6e7du1m3bh1r164tsIjVpEkTfvnlFwD279+Pg4MDdevWRafTERAQwN69e3nqqac4dOhQkWYzPY6GdfMm22hiRkgkU5ZHoNdpeOlpL9oGunMh0jw9t4q3A1+/XZUJ313h+bEnAKhZyZHh3b2ZtPga9rZaTCaY83ZVPFz0VC1vHmtPVXfBy03Pe99cYu/xRFrWdf/X51Y5u6q5Vc6uam5Vsh+JgqHrzd9YmvTXU9m9XrvmPGXc6z2othBtcrd7mFTo8ycpt8rZVc2tcnZVc6ucXdXcKmdXNbfK2VXNDTDs+ZJkG2HG2limrI5Fr4OXgtxoW9eJC1HmT+WqlLPj66FlmbDkJs9/fM2cvYIdw58vyaTlMdjbajD89W35mhXsmdjPfA7ppjUccXHU8c63N9h3OpWgAKeHl1vlPlc0u6pjBRTuc0Vzq5x9WAcXsrNNzNiUxJT1SeZx3sSJtrUcuBBtnplXpYyer98oyYQVCTz/xU1z7vJ6hnd0ZdLqROxtrd9kbv4zjZhkIwNau+S5vYdJhT5X+b2/FJoUlXMepISEhAc+Vk4RKTk5ucA2OcWoop5/qbC0Wi2TJ0+ma9euTJ06lfHjx+dpo9Pp6NWrF7169SIlJYXDhw+zadMm1qxZg8lkYtq0aYB5NpNer6d9+/YAlsshISFERkbi7e1d6FylSpVi8eLFAGg0Guzt7fHy8iqw6FOQpk2bkpCQwKVLl9i7dy8BAQGWvmzevDmzZs0CzOdnevbZZwFzUW/cuHF89NFHlC5d+p7HnjNnDrdv32bv3r00adLEMpMtKCiIAwcOYDKZ+P333/noo4+KlPtxY6PT8M4rPgx70ZvwmAxKuetxdbKhz8TTVtNZg2q78cvUOkTGmF/IlS9lR+iuGADcnWzQajU0ruGa5/it6pkLt2eupT3UJ2FVc6ucXdXcKmdXNbcK2Tedh/HbzNPb53UB97++i+FiC6n5fOPodiaU/ut9p7Mt3Mq7qge3M83Xz2mTs80t14q7KQV82+lheNz7/EnLrXJ2VXOrnF3V3CpnVzW3ytlVza1ydlVzW7J382TY8x6Exxgo5W6Dq6OOPl+GWy19FhTgxC+TKhIZa14aqrynntB9iX9l1+Fkb15U6Ona1gWCFjXNpwI4fS3joRYPlO9zBbOrOlYs2VXtcwVzq5zdRqfhnefdGNbRlfDYLEq56XB10NJnZozVMnlB1e355b+liYwzz9ArX9KG0APmc5W5O1ovsrblzzSqlrGhunfRzz9W5OyPcZ+r/t5fls5TlI+PD56enhw5ciTf/RcvXuT111/n/Pnz9z1WhQoV8PLy4tChQwW2OXjwIF5eXpQvX77Yme/nXkvobdmyhTlz5lh+dnZ25umnn+bzzz8nODiYXbt2AeZzV61duxaDwUCzZs0ICAggICCAkJAQjEYjK1asKFImGxsbfH198fX1pUKFCpQqVarIRSYwL2VYqVIljh49yr59+6xmFgUFBXHz5k1OnjzJmTNnaN68OWA+H1VMTAzjxo2jfv361K9fn3Xr1nH48GHq16/P9evXAahbty52dnYcO3Ys32OfOHGCEydOkJiYSNOmTYuc/XFy4HQSe44lYmerpYq3A65ONmRlmzgXnkbNiuYXXNdvZRCyMwZDtonypewoX8o8O+zklVTcnHV4e9kSHZ/Jih0xXL9lvdZsusE8TdbD5eHW4FXNrXJ2VXOrnF3V3I979u+PwHuboW4ZWNQNvHK9n6xYAq4lWrfPNkJEElQucadNZFLeb0BdS7zTJucko3cf61oi6LUmfB588nQej3OfP4m5Vc6uam6Vs6uaW+XsquZWObuquVXOrmpugANnU9lz8jZ2ei1Vytnh6qgzZ7+eSc0K5ozX4wyE7E3EkG0uGpT3NH9YevJaBm5OWrxL2uBbyrwt5zwgObKyzT/b2T7cj+iU7nNFs6s6VkDhPlc0t8rZD1zIYM+ZdOz0GqqU0ePqoDXnjjJQ869C0fX4LEL23zaP85I2lC9pznAywoCbowZvjzuFV0O2ib1nM+hYL+/qVg/b49znT8J7fyk0KUqr1dKjRw9WrVpFVFRUnv3ffvstx48fL9TsHZ1Ox2uvvUZISAgXL17Ms//8+fOEhYXRp0+fQp3z6UH079+fBg0aMHbsWKvtN27cYM6cOfneV1dXV8s5mnbu3ElcXBwffvghYWFhln9r1qzB39+f0NBQsrKy/tb7UJBmzZpx5MgRyzmUcnh7e1OxYkWWLl2Kh4cH1apVA+CZZ55hy5YtVvejTZs21KpVi7CwMEqVKgWYi2GNGjXil19+4erVq1bHrl+/Pnq9nh9//JFatWo9lKUWH6XNB+OZ8N0VDFlGy7bQXTEkpWbTtoE7ALFJWXyw4AoHTt2ZoReTYGDD/lja1C+BRqMhO9vEhO+usHxHjNXxN+2PQ6eFBtUe7lRdVXOrnF3V3CpnVzX345x9xQn4368aOlaFuV3Axc56fzMfOHQd4tLubPs1HFINGppVMP/c3AduGzTsu3anTVwaHL6OpU29MuCgN7El10sAkwm2XYSnvMH2b3jqf1z7/EnNrXJ2VXOrnF3V3CpnVzW3ytlVza1ydlVzA2w+ksKExTcxZN/59C50XxJJqUba1nP6K3s2Hyy+yYGzd75OHpOYxYZDybSp44RGo8GvrC3eJW3YeDjZ6hw72/80f8O/YZVcXy9/GLlV7nNFs6s6VkDhPlc0t8rZN/+ZxoTlCdbj/EAqSWkm2tY2F4tik418sDyBAxfuFGJikrLZcCSVNrUcrL7Ef+66gbRME4GV/v7zwz+uff6kvPeXpfMU9uabb7Jnzx569erFyJEjCQwMJCEhgR9//JGwsDC++uorHB0dC3Ws119/nePHj9O7d2+GDx9umRWzd+9eZsyYQZMmTRg4cODfeXcA8/J0n376KV27drXa3q1bN3766Sf69u3LiBEjqF+/Prdv3+b3339n3rx5TJgwATAvm1e2bFleeeWVPEWx4OBgxo4dy7Zt2+jYsePffl/u1rRpU95//300Gg2BgYFW+1q0aEFoaCjt2rWz/LF1dna2nHcqh5OTE/b29nnOk9W0aVOmT59OxYoVrWad6fV6GjduzKZNm+jfv3+eTAkJCezevTvP9kaNGmFv//BfuDyonm28WLkzhrHzLtO9lRdnrqUydXkEnRt70OivKau1KjkS6O/Mxwuv8t6r5bHRapi2MhIbrYbh3coBUM7Tjm4tPfluww3s9VrqVXXm97PJzF0XRe9nSlOp7MO976rmVjm7qrlVzq5q7sc1e8xt+HwveLuYeLU2nLZ+/YqPG/SsDcuOwRtr4K2nICEdpvwKLXxN1C9rbtfQG57yNvH+FninGbjbw+yD4GoLr9Qyt3HQQ3A9+PoQ6LVQvyysOgWnYuD7Fx+0d/P3OPb5k5xb5eyq5lY5u6q5Vc6uam6Vs6uaW+XsquYG6NnSjZV7kxi7MJruzVw5E5HB1NW36NzQmUb+5s9cavnaEehnz8fLbvJed09z9jWx5uxdzF+M1Wg0vNfdk9Hzb/D2/Bu81MKNC1GZTAu7RftAZwIqSJ+rnl3VsQIK97miuVXO3rOZEyt/u83YZfF0b+zImesGpq5PonN9BxpVMVdIavnoCaxky8crE3ivixs2Wpi2Mcmcu6N1EeZclPm8Tn6l/95l8+Dx7PMn6b2/FJoU5uDgwJIlS/juu++YP38+169fx97enoCAABYvXkzDhg0LfSytVsv06dMJCwtj+fLlfPXVV5hMJqpWrcq7775Ljx49irVkXHH4+vry9ttvM2nSJMs2Z2dnli1bxtdff83s2bOJiopCp9NRo0YNvvzyS9q1a8etW7fYs2cPw4cPz3fm1XPPPcfUqVP56aefHkmhqXHjxqSnp9OqVSv0eus/nkFBQSxevNhqNlJRNGnShMmTJ1stm5ejRYsW7NixI99jnzt3Lt8C4i+//PK3LpNYXP4+jnzzdlWmroxgyNTzeLrpGdylLIO7lLW00Wg0zBhRhclLr/Hhd1cxYaJxDVdmvFSFcp53vhLw0Wu++HjZsWZfLF+vvU6ZEraM6O7NgM5lJPcTkF3V3CpnVzX345p9z1VIz9IQmQz9VuXdP7GtiRdrmF8MfrYH/rMVnPTQoQq8d9ef++md4Iu95heiRpP5xeTUjtZrMg9pBDotrDwJC4+CnwfMehYCy/K3eBz7/EnOrXJ2VXOrnF3V3CpnVzW3ytlVza1ydlVzA/h72/HN0LJMXR3LkNnX8XTTMbiTB4M73zmHtUajYcabZZm8IoYPl9zEBDSu5siMN0tSzuPO+/+ODVyw02uYsyGON2ddx81JS8+WbozqWvLh51a5zxXNrupYAYX7XNHcKmf3L6vnm4Elmbo+iSHfxuHpomVwOxcGP3OngKTRaJgR7MHksEQ+XJmAyWSicRU7ZgS7Uq6EdTkiNtk8u8jtrvM2/R0exz5/kt77a0y552AKIcQ/xHSwz6OOUCSaRkssl1XKrmpuUDe7qrlB3eyq5gbr7Fkz/R9hkqKxGX7OclnlPlcpu6q5Qd3squYGdbOrmhvUza5qblA3u6q5Qd3sVrl3PvcIkxSd5un1lsvK9rlCuUHd8aLqWAF1x4uqueGu7BvbPMIkRaPpvN1yWeU+V/W9//3IOZqEEEIIIYQQQgghhBBCCCFEscjSeeKhi46Ovu/SdLVr12bRokX/UCJrGzduZPz48fdsExwczIgRI/6hREIIIYQQQgghhBBCCCGEmqTQJB46T09PwsLC7tnGzs7unvv/Tq1atbpvPldX138mjBBCCCGEEEIIIYQQQgihMCk0iYdOp9Ph6+v7qGMUyMnJCScnp0cdQwghhBBCCCGEEEIIIYRQnpyjSQghhBBCCCGEEEIIIYQQQhSLFJqEEEIIIYQQQgghhBBCCCFEsUihSQghhBBCCCGEEEIIIYQQQhSLFJqEEEIIIYQQQgghhBBCCCFEsUihSQghhBBCCCGEEEIIIYQQQhSLFJqEEEIIIYQQQgghhBBCCCFEsUihSQghhBBCCCGEEEIIIYQQQhSLFJqEEEIIIYQQQgghhBBCCCFEsWhMJpPpUYcQQgghhBBCCCGEEEIIIYQQ6pEZTUIIIYQQQgghhBBCCCGEEKJYpNAkhBBCCCGEEEIIIYQQQgghisXmUQcQQvw7Zc30f9QRisRm+DnLZZWyq5ob1M2eO/fmtmo9zXb4JctyWdU+Dx/k/uiCFIPPvATL5XN9HB9dkCLyX5JquazSWAF1H6O5H58qj/PfOuseXZAiarox23JZ5T6/Ncrr0QUpIs9pMZbLKv9tUSl77tzvBtg+wiRF979TmZbLqva5SrlB3ey5c6dNrvjoghSDw9grlssqPRflfh461l2tvy11Qu/8bRnsb/cIkxTN3HMZlssqPT7B+jGq0njJPVaSPvB+hEmKznVipOWyStlz51Z5nKv63v9+ZEaTEEIIIYQQQgghhBBCCCGEKBYpNAkhhBBCCCGEEEIIIYQQQohikUKTEEIIIYQQQgghhBBCCCGEKBYpNAkhhBBCCCGEEEIIIYQQQohikUKTEEIIIYQQQgghhBBCCCGEKBYpNAkhhBBCCCGEEEIIIYQQQohikUKTEEIIIYQQQgghhBBCCCGEKBYpNAkhhBBCCCGEEEIIIYQQQohikUKTEEIIIYQQQgghhBBCCCGEKBYpNAkhhBBCCCGEEEIIIYQQQohisXnUAcS9tWnThsjISMaMGUNwcHCe/RMmTOD/2bvv8CiK/4Hj76tJLr2REAhJCIQq0nvvXZSqgnSkKUWR3kGKFBGVJiD1CwiItNARCF16rwEChFTS65XfH0cuOS7BXOSn3/06r+fJ81x253Y/Nzezs3uzO7N582aGDh3K999//8Ztvf/++8yePRuAiIgIli5dyrFjx4iMjMTNzY2qVavSt29fypUrB8DTp09p0qTJG7c5dOhQPvvssz/9HGPGjGHXrl1s2bLFtP0s27dvZ+zYsdy5c8e07OrVq/zwww9cunSJ1NRUfHx8aN68OZ9++ikODg4W2//iiy/YvXs3P/zwA02bNv3TeF6Xlc9ZZDIZGo2GsmXLMmzYMKpVq2bxnt27d7NgwQKOHDliWnb27Fk++eQTFAoFISEhuLm5mb0nIyOD2rVrk5iYyOHDhylatKjp886ZM4dr167h6upKx44dGTp0KHK5sS84PT2d2bNns2/fPtLS0mjcuDHjx483bX/x4sV8//33BAUFsWvXLotYL1++TNeuXSlSpIgp3saNG/P+++/n6/t7/Pgx7733Hrt37zbF/LbpDfDLDdh0DcISwN0OGgXA0BrgoH4VRxzMCYGLz0EhhxYlYGTt7PUAyRmw4DQcfAApmVDVB0bXhQBX8/2tuwIbrkJkEhR3g89rQH3/f1fsUo1b0rHLZBRt059i7w3ErnBxMl5GEnlqF/fXTEGXkgiAxieQUoPn4/pOXQw6LS+ObeXuirGm9QAKW3uCBszCq94HKOwceHn1BLd//IKUp3dzpNEQ+MlkvBt0ROXkTtKjG9xbNYnYS0cswsoPKee5fb1eODTsh9LDD31iNKlX9hK/cxaGNGOeKj0DcOkyC5uStTDotaT+sYO47VNM6wFkNvY4fzAFTeX2yGzsSb93irgt49BG3M99tzYOeE8+RfrdEGJ/HlyAwI2xOzfqi0vT/qgKBaBNiCL5wm5its9An2qMTeVVHM+P52JXqjbotSSe/ZXozRNM67Ni9+w2A4dqHZDb2pN6+ySRG74iM/yeKY2mXCOKjt1jEULSpWCez+9oVdiSLSsg3Toq8XLu1WoAXm0GYutdnMy4SGLP7OTp+inoXpVj28KB+A1YgFM5Y57HhGzlyaoxpvUAclt7/PrMxq22Mc8Trp/g0fKRpD0z5nnRjyfh+/HkPMO48VUjEq4ftypuKee5ba1PsK3bG4W7P/rEKDKu7yMleA6G9CQA5B4BOHSYjjKwJui0pF/ZScrOaab1AKjtsW83CZt32yKzsSfzwWmSd0xAF/kge1d2zmjajkddvhVyW0cyH18gZdd0tGGXrQ5byscWqcYuk8mo2aUftboNxN03gKSYSG4c2cX+76eRnmwsx+7FAnlv9DwCqtRBr9NyZf829swfZ1r/unZfzaFo2cos6dXMbLmdkwuthk+nXON22Do48eTqOfYuGE/Y9QvWB45081yqcUs7dhmKSh+hrNwdmUsxDMkx6O8dJPPEQsgwHvNkrn6omkxE7lsd9Fp0t/eSeXS2aT0AKg2qRmNQlGoFag36sHNkHpqOIfZhrnuVl2iCTeeVpM4qUNCvQpdoWyST4dasH+4tB6IuFIA2IZKEc7uI2DzNdA6r9g7Ep/c87MvUwaDTEn96G+Hrxpmd48pt7fHu/jXONd9HbutA8q0ThK8eRfrzu2a7c23UA492I7ApXAJt3Atij6wlctvXoNcXIHQZ9br2o8FHn+LhG0BibBRXDu1i13fTSHt13PMsFkiXcd9QoqrxuHgheDvbvxlnWv+6TmPmUKxcJRb0aJ7nfm3sHZi06wJ3zx1nzZj+Vsct3fqJdMuLTIaqanfUNT5B7uqHITmazFsHSD8yD16dT8nc/LFtPQWlX3UMeh3a67tJOzDTtN744TTYNh+PslxrZGp7tI/OkB48FX109vkWNg7YNBqBqmxLZA6F0Mc+JuPcOjLPrwWDwbq4JRy71Mu5FK/9XyeeaJIAlUrF/v37LZZrtVoOHDiATCYDICQkxPQ3btw4i2Xjx48H4NatW7z33nvcvXuXqVOnsn//fr799ltkMhldu3Y1dVQULlzY7P19+vTB29vbYll+abVaxowZQ0ZGxhvT3bt3jx49elCiRAnWrVvH3r17TR1JgwdbnsQkJiZy6NAhAgIC2LRpU77jeV2fPn1Mn+v48eNs2rQJBwcH+vXrx/Pnz83SHjp0yJTHuZHL5Rw8eNBi+fHjx0lKSjJbFhoayieffEJgYCA7d+5k3Lhx/Pzzz6xcudKUZsqUKYSEhLB48WLWrFnDw4cP+fzzz822o1KpuHv3LqGhoRb73bt3r6mcWOvBgwf06dOH1NTUAr0/v1ZehJnHoL4fLG4NvSrBztswPNjYtiSkQ58dEJMCXzeF4bUg+B6M3Ge+na8OwIH7MKIWzGoKEUnQ+1eIT8tO8/Ml+CYE3isNi1pDUScYugcumH/N//OxSzVuKcce0HUUZT7/jqgzwVya1JFHvyzAp3l3Kk75BQClvTNV5x3ExtWLa3N6c++n8RRu1JWKE82PbRXGr8erfifu/jSOa7N7YevhQ7X5h1A6uJjSlB2xBN/2A3m0bRGXp3QmLTKMKrP34Fy6uvWBI908d2wxDNcPvyHt2n6il3xM4oHFaGp2w2PgWsD4I6jnFzuRO3kSs3oQ8dunoqnWEfcBq822497vJzRVOhC3fSqxqwehcPGh0Be7kGmcc92vS5evUXoUsz7gHFzbjqRQzwUkX97H84Vdebl3EU51P6Lw5xsBkGucKTo2GKVzIV4sG0D05sk41upE4c/Wm22n8JCfcaj+PtGbJ/JiaX+UroXxHbcPucbFlMbGrwK6lHieTG5g9he1cYzVcUu1rIB066iUy7lPp1EEDPqOuPN7uTP9A55vn49nkx4ETdgKgMLembKzDqF2KcT9Bb158vN4POp3JWjsZrPtlPxqA+51O/Hk53Hcn98LtbsP5WYfRvEqzyP3reTaiNpmf9e/akhGbDhJ9y+SdPecVXFLOc/tGn+GfcfZZNw8RMLKT0g9+iM21brg2Gf1q9idcB6yHZmjJ0kbhpK8ewY2ld7HsddKs+04frIUm4rtSN49ncQNQ5A7e+M0ZAcyu1exy2Q49VuHulxLUnZPJ2F1b9BpcR66A7lHcavjlvKxRaqxN+z7JR3GL+LW8WB+/qwTx1YvpMp73em5yFj/bB2dGbh6Pw7uhdg0ri97F06gYqsu9FiwMdftNeg1nAa9Rlgsl8lk9P5+G+UatWXvggmsGdYVXWYmA38+iIdfCesDR7p5LtW4pRy7suZAVM2nort/lIxtA9CeW47inQ9Qf7DEmMDGCfWHG5HZe5Cx+wsyf5+Lokw71O//YLYd9XuLUJRuTebvc8jYNRKZgzc2H/0HbJ0s9ikvVhN1+0XWB/saqbZFnh2+pEi/RSReCObx3E5E/7YQ14bd8RtlPLbINc4Un7IfpXMhwhb35cWGCTjX6YLfF+bHlmLD1+FSuyMvNownbHEfVG5FKD71AAp7l+zP1nIgRQevIPHSfkJntif20CoKdRyDd7epBYq9ef8v6DbpW64dC2bJkM4cXLmQmh0+5tPvjbHbOTozcu0+HD0K8fPofvw6fyJV23RmwKLcj4tN+wynWZ/hf7rfLuO+waOof4FiBunWT5BueVHXG4xt2xlo7xwmZWNf0kOWoarUCc2HK4wJbJ2w77MFuYMHqduGk35wFqoK7dF0XWq2HbvOP6As35b0A7NI3TYMuVNhNH22gG12/dR0XYKqUhfSTy4nZX1vtHcOYdt2OuoGw6yOW8qxS7mcS/Xa/3XiiSYJqFWrFidOnODFixd4e3ublp85cwaNRoOdnR0Anp6epnWOjo4Wy8DY2TNs2DDeeecdli5dikKhAKBIkSJUrlyZQoUKMXHiRCpWrIivr6/Z+zUaDQqFwmKb+eXt7U1oaCg//vgjw4cPzzPd9u3b8fPzY9SoUaZlvr6+2Nra0r9/f27fvk3p0qVN63bv3o1CoWDw4MGMHj2ap0+fFuipG41GY/bZChUqxNSpU6lfvz4HDx6kZ8+eJCUlMWPGDHbv3k1gYCCJibnfkVKrVi327dtH165dzZYHBwdTtWpVzp8/b1q2bNkySpQowdSpU5HJZPj7+3Pnzh0uXrwIGJ8+27FjB0uXLqVq1aoALFiwgJYtW3Lp0iUqVapkitfOzo59+/YxaNAg0/YNBgP79u2jatWqFh1mf2bZsmUsXbqUgIAAnj59atV7raE3wKqL0Lk8jKhtXFbLF1xs4cv9Mm5EGjgdZjyob+0KrsYij7cDDNwl42K4gcqF4XI4/P5IxtJ2Bur5GdNU8YHma2HTdfi0KqRpYdkf0LMSDHr1oFrdYvDxVlhyHn56798Ru1TjlnTsMhkB3UbxdPdy7q00dvzHXjxMZkIM7078D05BVXCv0hSVkzunB1YjMyEGgLToZ1SZtRuXcrWJu3EK57I1KVS7HRfGtiX6nPGM6OW1EOpvuE+x9oN4uHEWcrUt3o26ErpxDk+2Lzbu69JR6m24j2+7AcTftu4HVSnnuVOL4SQdX038r9MASL91DF1yLB4DVqPyq4htmUbI7d2ImNEAfVIsALq453h+vhV1YA0yHpxFXbwadu+2Iuq7TqRdP2Tczr1TFP76Cg4N+5G4d77Zbm3LN0NTtQP6lHir8vn12N3ajiT+yEqit7x6CuPGUXSJMfh8tg6bgMpoyjdG4eDG4wm10ScZy0tm7DOKfrUD25I1Sbt3BtsS1XGo3IanczuQcvUAAKl3ThKw8CYuTQcQu3MuYDzZTA+7TtqD87mGk1+SLSsg3Toq8XJepNNXRAQv58nPxjyPv3wYbWIsQWP+g33JKjhXaorSyZ2rn1dF+yrPM2KeUmbaHhzL1ibx5ikcStfErWY7bk1qQ9wfxjxPuH6Cyqsf4N1mEM82zyIj5hkZMc/Mdu/Xfx4KWwfuzuiEPiONfJN4nts1+Yy0U2tJ2T0DgMy7x9GnvMSp5wqUvu+iKtUQucaVuHlNMCQbY9fHh+P86SaUAdXRhp5D6V8Vm/ItiV/Wjcxbh43beXAGt0kXsK3bh9SDC1EWr4UqsBbxyz8i8+ZBUxr3mbexrfmRaf/5IeVji1Rjl8lkNOr7JWe2rCB44QQA7p0+QnJcLD0WbKBoucoE1W6KvbM7CzvWICXOWD/jI57Rb9ku/CvV4tGl0wC4FfGn3VdzKduoLakJcRb7CqhSl+JV67Fy4HvcOh4MQOiFEKaeDKfaB71M+/9fz3Opxi3t2GUoaw5Ed2kj2mPGcyIenYTUONQdvkfm/Q6KgHrI7FxJW90WUl8CYEh8gU3Xn5EXqYL+2QXkRSqjKNmM9M290D/8HYD0sPPYDj6BsnIPtKdedUqp7VHWHISy1kBIz/23hPyHLtG2SCbDs8OXxBxYwYsNxrqddPUI2sRY/L7YgF1gZRwqNEXp6M69UTXQJb46x415RsCEXWhK1SLlzmk0QTVwqtaW0BntSLxkvDE7+VYIpX+8i3vLgURum43MRoP3xzOI+m0BL9YbbxROvv47CnsXHCo0ho0TrQxdRov+X3Ji80/smG987+1TR0iOi6H/txvwK1+ZMnWaYO/izoz3a5L80hj7yxfP+PynnQRWrsWDi8bjontRfzqPmUOFxm1JyeW4mFP5Bi2p0qrTn6bLi3TrJ9ItLzIZNvUGk3l+PekHjSNL6R6cwJDyEk23Jch9KqAsUR+ZxpXkH1tgSHl1bIkPR9NzPYpiVdE9+QOFbxVUZZqTsqY72ntHjdt5dBaHL86grtGTjGPfIS9cHmVQY1L+8ynaG7uNaR6GILN1xqbeIDJ+/9bqPJdi7FIv51K89s+NeKJJAipUqICPjw/79pl3se7du5dWrVpZ9aTKsWPHePz4McOHDzd1MuU0bNgwZDIZmzdvzuXdf02xYsUYNGgQK1as4Pr163mmk8lkPHv2jPv3zR/Trl27Nnv27CEgIMBs+fbt26levTpNmjRBpVKxZcuWtxazUmnsi1Wrjc9QPn36lPDwcH755Zc3DtHXqlUrzp07R2xsrGlZWloaR44coXXr1mZpQ0JCaNu2rdn3+Pnnn7NkifEOqgsXjMNF1KxZ07Q+ICAALy8vsw4rgJYtW1qUkwsXLqDX63Md/u/PHDp0iFmzZjF69Gir32uNpAxoVwraBJkvz3osNSwBTj6Byj7ZjQFAbV+wVxk48cj4/8knYKcyUNs3O42bHVTzgeOv0lx9AQnpMprmuJFWJoOmgXDuqbHB+DfELtW4pRy7UuPE84PrCT9s/uRD8hPjsKEan+J4VG1O3LUQ0w/YANF/HECbnIBHjVYAeFRtjjY1ieg/DpjSZMZH8/LKcVMauUqNTCZHm5JgSmPQ69Amx6Nycs9/0K9INc9ltk4kn9lMyrmtZsu1L4yPjSs9A7At14T0e6dNF98AaTeOoE9NwO4d47A+tuWaoE9LIu1G9pBm+qQY0u+dxK68+dA/Mo0zrj0WEbdt8l/6MVhu50RCyH9IOGXeHmeEG4d2UBUKwL5CU1LvnjKdaAKkXDuELjUB+4otAbCv0Ax9WhIp1w6Z0ugSo0m5HYJ9xRamZTbFKpD++GqB480i1bIC0q2jUi7nCo0TUUfWE/37f8yWp4bdNsZUOBCXys1JvB5i6mQCiLt4AG1KAi5VjfnpUqU5utQk4i5m57k2IZqEa8dxqdYq131r/MtTuP1nhG2cRnrkY6vilnKey2wdSf/jF9IvbjNbroswxi73CEBduhGZD8+aOpkAMm8fRZ+WiLqM8fxXXboRhvRkMm8fNaUxJMeQef+UKY027DJx37YyS4MuAwwGZEobq+KW8rFFqrHbODhxYdcGLu0xPyZGhhqPie6+gZSq04yHF0JMnUwAd04eJC0pgdL1s+te+zHz8PArwbLezXl++4rFvp7euMDiD+tx51T2iBC6TGNZUamtKysg3TyXatySjt3GEd2N7ehu/Ga2WB9jHNZJ7uqHPKA++qfnTZ1MAPrQ4xjSE5EHNjKmC6iPISMZfWiOIVhTY9E/OWtKA6B4tyvKit3I3D8J7R9rrAjUklTbIrmdE3HHNhB3wvzYkv7MeGxRewXiWLEZybdCTJ0GAIlXDqJLScCxivHY4ljR2PYnXslx3EiIJvnmcRwrG8+DHd9thkLjRMxe86fPwteO4f6YOlbHbuvgxNnfNnJul3nsLx4aY/csVpyydZtx/4+Tpk4mgJshB0lNSqB8g5amZV3GfUMhvxIs/KQFYbcsj4tZNE4udJ/xI9vnjitwR5Nk6ycSLi82jmRc3kbm1V/NFuujjb9zyt38UZZsgO7RWVNHDYD2/jEMaYkog4zTmChLNsCQnoz2/jFTGkNKLNpHZ1AGNTYtyzi/Hu3DEIt9yWwckNl7/Ctil3o5l+K1f66f5f9lq8Jb16pVK7MOhIyMDA4dOkSbNm2s2s6lS5dMcw/lxtbWlsqVK5s6N962Tz/9lFKlSjF27Ng8h9Dr2rUrSqWStm3b0q1bNxYsWMCJEyfQ6XSUKFECG5vsi4179+5x9epVWrZsib29PQ0bNmTbtm1kZmb+5VgjIiKYNm0aGo2GBg0aAFC6dGnWrFlDmTJl3vjeatWq4erqyqFD2ZX76NGj+Pr6EhgYaFqWlJREVFQUjo6OjBs3jrp169K6dWuWL1+OTqczxeHq6mr2ucH4BNOLFy/MlrVu3Zrbt2/z6NEj07I9e/bQsmVL03xP1vjll19o2bLlnyf8i5xsYFx9qFzYfPmRV8NZl3CDhy/B38V8vUIORZwgNM74/8OX4OtkXJ5TMWd4lCMNgJ+LZRqdQUaYlefLUo1dqnFLOXZtcjy3fxhB3I1TZssL1THe7pL06Cb2fqVJzjGHCwB6PakvQrH3NZ4x2RcrTWr4Q4sxolOe3zel0SYn8Gz/Gvw++AznsjVR2jvj13kEjgHleX5oQ/6DfkWqeW5IjSdu82gyHpw1W25X0dh2ap/fRlU4CG3Eg9feqEcb/QSlV0kAVN5BaKMfg8E8z7WRoSi9S5otc+02F+2LuyQfNx+SxFr6lHii1n1J2r0zZssdqrQDIOPZLdQ+pcjIMdayKfbIR6gLG+NS+5QiMzLUIvbMiAemNDKVDerCQag8/Cg28wwlf44j4NvbuLa2frgCqZYVkG4dlXI51yXH82jZcBJvmue5Wy1jnqc8voGdbxlSn1nmefqLUOyKljJ+Vt8ypL2wzPO08PvYFSmV6779+swl7UUo4TusH7pIynluSE0gefs4tKHmT82p3zH+EKMLv43CqyS6KMvY9TGPURQyDmOm8ApCF/PIInZddCiKQq/OdTNS0D76A/RakCuQexTH4eMfQCYj7ax55+KfkfKxRaqxpyXG89vXI01PJWUp36Q9ABH3b1KoeGmiHpu3Qwa9ntinjyjkn/1Lz75Fk5nfoTIPL5j/kJQlIzWFx1fOotdqkSsUePiVoNus1SCTcf7XtfkP+hWp5rlU45Z07OkJZB6civ6Z+e8fiiDjXDn6qLvIPQIt51ky6DHEPUXubvyVUeZeAkPcE4tjouHlY+Ru2b9E6u8dIu3Huugu5z6MmjWk2hbpU+J5vmokKXfMjy1O1Y3HlrSwm9gULU3689fOcfV6MiIfYeNjPLbYFC1NRmSoRduf8eKBKY1dwLvokuNQuhSi+PTDlN+URJmfnlCo49gCxZ6aGM/mGSNNTyVlqdjUGPvzezcpHFiaiEeWx8Xop4/wCsg+Lv62cDLT2lXh3h+5HxezdJu4kBcP7nB804oCxQwSrp9IuLykJZC+ZxK6J3+YLVaWMf7Yr4+8g9yzJLoYy2OL/mUYcg/juZTcsyT6l5b1Ux8TakqjD79O2m+jITXutX21RJ8UjSElBqtINHapl3MpXvvnRnQ0SUSrVq24fPkyERERAJw8eRI3N7c8O4zyEh8fj5OT0xufgnJxcTF7EudtUiqVzJo1i9DQUH744Ydc0/j5+bFjxw569OhBZGQky5Yto1+/ftStW9fiaaXt27djY2NjerqoTZs2REdHm3Xw5NeyZcuoVKkSlSpV4p133qF+/frcu3ePb7/9Fh8fH6u2JZPJaNGihVnnYHBwsEXHYNZ8TXPmzMHHx4cVK1bQr18/li1bxuLFxqF0UlNTTU9U5WRjY0N6errZssDAQIKCgkz71el07N+/3+oOyf8GV1/ATxegob+Bku6QmAH2ltmAvdo4UR/knUajNt7dkJUGzCf6y9oOZKf7N8Yu1bilHLtz6eoEfPgVkad2kfToBkp7Z7QplsNoaFOSUGqM47ur7J3R5jKRbM40APdWTiD9ZQQ1F4fQZGcMpQd+w73Vk4k4ttXivQUh1TxXB1TBseVwUq8Ek/n8FnI7J/RpCRbpDOmJyO2Mw9DK7Jww5JJGn5aI3NbR9L9dxbbYVWxN7JrP/lqQebANrIZbuy9IuriHjKc3kds5m038mR1Xkil2uSaPNKlJyO2M5UVdtBwypQp14RLE7pjN0286kHRhNx7dZuLeecpfjluqZQWkW0elXM4dSlWnSOfRxJ7ZRepjY57rUi3j0qUmoniVn0qNM7qUN6fJSeP/Di5VW/B86zeg172VuKWc50q/ymiafE769X3oXtxGZutkNkl8duzJyGwdjLHbOmFIS8olTRKyHLFnse80B7cJZ7Gt0pGUQ4vQhd/8y3FL+dgi1diLVahG436juHFkNy/u38DW0Zn0JMuykp6ciI1Ddjl4cf9Gvvfx/sTvGBN8k8ptu3FkxVzC7177a0G/ItU8l2rcUo5d5lMRZc1B6O4dxBB9F2ycMKTncrzLSAKbrGOi45+mAYydUVorhmq1klTbIruS1Sj0/igSzu8mPewGCo0zulzPXxNRvIpboXFCn2vbn32Oq3DyALkS//E7Sby4n9AZbXh5dC1eXSfh/dH0txK7f4VqtBgwiiuHd/P83k3sHJ1JS7KMKz05ETuH7HOS5/f+vB2s2Kw97zZpx9pxn76VWHOSav0E6ZYXRdFK2NQfQuatA+gj7yCzcYQ8jhum8y2b3I8tZCQjy3FseZ26Vl+UxWuTcfwH4+RE/9LYpVzOpXrtL+Zokojy5cvj6+vL/v37+eSTT9i7d2+BOg9cXV1NnRt5SUhIwM3NraCh/qlSpUoxZMgQvv/++zyHnytcuDDjx49n/PjxhIWFcerUKTZu3MjEiRPx8vKiQYMGaLVadu7cSYMGDXBwMB6kGjZsiL29PZs2baJVq9yHSslLt27d6NGjBwByuRwXFxfTXFcF0apVK3r27MnLly9Rq9UcP36cUaNGmc2TlDU0X+3atRk6dCgAZcqUITY2lh9++IFhw4Zha2ub69Nf6enppvm5cmrZsiX79+9n4MCBnDt3DltbWypVqkRIyJvvlPlvcjEchuw23lUw0/jULfo3tC9Z/aZvaoPk+UiTM11BSTV2qcYN0o3dpVxtKs/8jdQXoVz/pu+r2N5w/0fW3VdveDrR8OrOFbWLJzV/OI1Bl8nVWZ+QHv0cj2otCOwxAV1aMo+3flvwwJFunqsDa+A5dDO66MfE/jz4VXBvyM9XeS570xOhr/Jc7uCOa/eFxG2dhC42rOBB5sG2ZE2KfLmNzKhHvFj+aT7iepWRb7ixJOvzZb64z9O5HUgPvYguMRqA1Bu/I1fb4dp6GC93L0Cfyw/9+SHVsgLSraNSLueOZWtTevJO0iJCebCwD68Cy/sN+cjz1+/oA/BuN4SMlxFEHbb+SYncSDnPlQHVceq/AV3sE5I2fs6rwN4Q158fW3LL8/TT68m4uB1VmaZoWo5GplCTEjy7wHFL+dgi1dj9K9Wiz487iH32iM3j+xlje9PxTm9ZDvLj3NZVXN6zmdL1W9F86CQUKjX7F08p0LaySDXPpRo3SDd2eZEqqDuvwhAfRsaeUebB5SZfx8S//iNvfki1LdKUqoX/uB1kRD4i7HvjseXN7ZA+32nkSjUKOwciNk8lepfxCebk68dQ2Lvg0W4YkdvnoM/lpon8CqxciyHLfiX66SPWjO1vDCsfeZ4fDq4efDztB7bNHUvs8ycFjjE3Uq2fIN3yoihWFU2PNehfhpG2feSfx1TAc1wAVY1e2LSaQua1nWScWl6geHOSauxSLudSvfYH8USTpGQNn5eens7hw4ct5vrJjypVqpCUlMStW7dyXZ+ens6VK1eoXLnyXw33jfr370/p0qVzHUJv7ty5nD6d/Visr68vXbt25ZdffsHb25tjx4zje/7+++9ER0dz8OBBypYtS9myZalUqRLJycmcPXuW0NBQq2JydnbGz88PPz8/fH19/1InExjz2t3dnUOHDnHkyBGCgoLw9fU1S5M1JF5QkPkgoiVLliQlJYXY2Fi8vb2Ji4uzyKfIyEi8vLws9tu6dWtu3rzJ48eP2bt3b4HKyT8p+B7022GckG9VB3B51ZfmqIaUXO4KSM4wrgPj3QTJ+UiTtSynpDzuSPg3xC7VuKUcu3fDzlT9Zj9pkU84/2VzMhOMT5Fqk+NRaizv7lHaO5KZHP/mNBpHtK/SFGndFzuvYlwY04bwQxuJvfw7d1eM5fG2RQT1nYnKqeA3E0g1z+2qvo/niB1oY58SufA99MnG5931qQlmd2tmkdk6YXh1gqVPTTDetfUaua2T6STM9eMFZIbfJvnkOpArjH/GLeV4XTAONTpSdOwetNFhPJ3VJnsy55R45HaWZUFu52gaN1+fkoDcNo80qfGmz5dy9YDpRDNL0uV9yFU2qH1yH3rsz0i1rIB066iUy7l7/S6UnXmA9Kgn3BzbDG1idjnPuhs1J4XGCe2rcq5LziONnZMpz7M/kBy32h2IDdmKQfvXh1qWcp6rK3XAedBW9C+fEv9jx+zJnNMScr3TVGbrYLrr3ZCWiMzGPpc0jrneGa8Nu0zm/VOk7JpG+vlN2DUeAvKC3fMo5WOLVGN/t2VnPl25j7jwMJb2bkFKvLF+piXGY2NvWVZsHJxyvaM/P8KuX+DB+ePsmT+WP3aspWGfkciVBb8/Vqp5LtW4pRy7okxb1B9uwJDwnPSNH2UP5ZSeiEydyzHRxiH76c+0vNOQXvAf7PJLqm2Rc+3OFJ+8j8zoMB5OaYHu1TmuPiUeRW7nuBon0xPMupQE0138OSnsHNFlnR+8urM/4Y+9ZmkSLx9ArrbFxvfNUyK8SdXWnRj+czCx4WEs7NmS5Dhj7KlJ8djYW8Zla+9EalL+x9P6aOpiwu/dJGTrauQKBfJXc6zLZDLT64KQav0E6ZYXZfn2aHpvQh/3nJRVXTG8mu/NkJ4I6lzOpWwcjOt4db6Vy7GFHGmy3yjDpuUk7NrNRHttB6m/DC1QvP8LsUu5nEv12t+0r7/0buFv1apVKy5evMi2bdss5vrJr7p16xIUFMS8efNMcwDltGzZMtLT0+nSpcvbCDlPSqWS2bNn8+jRI1auXGm27vTp06xatcriPWq1GltbW9zdjZNkb9u2DVdXV3bs2GH29+OPP2IwGCyG2fu7ZQ2ft3//foKDg3Pt8FEoFFSuXJkrV8wnf7xz5w5OTk64uLhQpUoV9Hq92bxZoaGhREREUK1aNYttBgQEULp0afbu3cuBAwckNWze6oswaj+86w1rPwDPHO2Wvys8ee28TKeHpwlQ3DU7zbMEy7sUnsRnp8maCPD1bT2JB5XcgK/zvyt2qcYt5dj9O4+kwvgNxN08w7kRjciIzZ5rLTnsLhqfEuZvkMux8w4g+cltUxo77wCLu1U0RUqQ/NiYxs6rGOkvI0h5dt8szcurJ5CrbSz3kU9SzXPHZkNx77eSjIfniZzXGn18hGmdNuIeykIB5m+QyVF6FCPzxV0AMl/cQ+lRzCLPlYUCyHw1QaemynvYlqqH75JofJfG4Ls0BqVHMexrf4jv0hhsgupaHzjg2noYhYesIe3eWcJmNEcXl11eMsPvofJ67VxAJkfl6U/Gc+MEuRnh91AW8reIXe0VaEpj4/cuzk36W6SRq20BLE5C80OqZQWkW0elXM4LfzCSkl9tIPH2aW581ZDMl9l5nvr0DraFLfPc1iuA1DDjjVOpz+5gk0ue2/qUMKXJ4lCqBipnT6JP/FKgWHOScp7bNRqMY49lZD76g/jF7TEkZMeui3yAwsMydrmbH7qIu6/S3Efu7mcRu8IjAF2Ecfx4hVcQNtU/tNi3NuwqMpUtMnvrO1SlfGyRauwNeo/g43nreHz5DD9+0pjE6Oz6GRV6F49i5u2QTC7Hrag/kQ9v53sfXoFlqPb+JxbLn928hMrGFnsXd+sDR7p5LtW4pRy7snp/VO99h/7ZRdI3dIHkKNM6fcxDZK5+5m+QyZE5+2KIMbbj+tiHyFyKAubHRJmrP/ro1+ZIesuk2hZ5tB9BsRHrSLl7hgcTG6PNcY6b/vwuau/XznHlctSF/El/ejs7TW7nuIUDTWkywo3fj1xlPt+1TKECwJBRsGEMm/UZQd8F63h46QzzPmpCQlR27BGhdynkZ3lc9CjqT/iD/B8Xq7T8gFI1G7LkZjJLbqWw5FYKHkX9qfV+D5bcSiGoen2r45Zq/QTplhd1nU+x6/IDurCLJP/0AYakSNM6ffQD5O65nG+5FkMfdS87jauv5XWam78pDQAKFXbdlmFT91PSQ5aS+stnf3l4aKnGLuVyLtVrf7Pt/KV3C3+rMmXK4Ofnx/z58wvceaBQKPj222+5f/8+PXv2JCQkhPDwcK5evcqECRNYvnw506ZNw8/P78839heVLFmSzz77jCdPzB8DHjFiBKdOnWLYsGGcP3+eZ8+ece7cOb766iuSk5Pp2rUr0dHRHD9+nC5dulC6dGmCgoJMf02aNKF69eps37491yHn/k6tWrXizJkznD59Os+h/AYNGsSJEydYvHgxT548Ye/evSxfvpyePXuiUCjw8vKiTZs2TJgwgbNnz3L16lVGjhxJ9erVqVixYp77/emnn3Bzc6NMmbzvunj8+DHHjx83+zt37tzb+OhW23Id5p2S0bIkLGsPjuZtO7V94fxziE3NXnYqDFIyZdQuZvy/ji8kZ8o4maNIxabCH88xpanoDXYqAwdynO8bDHDoAVQrAuoC3Bwk1dilGreUYy/atj+lBs7lxbFfuDCmNdpk8zscYy4cxPXd+qicPUzLPKo2R6lxJOaPg8Y0fxxEae+ER7UWpjQqZw9cK9Qj+oIxTfKTO6idPdEUNX9a0qVcbQw6HakRj60LHOnmuX39Xrh0nkHqhV+JWtTRdPdmlrQbR7EpWQe5Q/aPWLblGiO3dSTtxhEA0m8eRW7nhG25JqY0cgd3bErWJu2mMc2LmQ0t/nRx4aRe2ceLmQ3JeHzZusAB58Z98fxoFolnt/F07nsWj7AnXzuMpnRdFI7Z5UXzTlPkdo4kXzPOVZhy7RAKOyc07zQzpVE4emBXug4p1w4DoPYth1fvRWjKNTLbvmONTmRGPSYz6pFVcUu1rIB066iUy3mhVgPw7/cNMSd+4dbE1hZzLcVfPIjTO/VROmXnuUvl5ig0jsRdNOZn3MWDKDVOuFTJznOlkwdO5esR/ypNFsfSNdBrM0m689fOd6Sc57a1P8H+valkXP6NhGVdLeZjyrhzFFWJ2sjss2NXlW6E3NaBjNu/G9Pc/h25rSOq0o1NaWT27qgCa5nSKItVxPGj71D6VzXbvqp0Q/TxERiSorCGlI8tUo29Zpd+tBs1hyv7trLi07YWTyndPXWI4tXqY++aXT9L1WmGrb0jd04efH1zeSpargpdZ/6E37s1zJYH1W5GQlQ4STGRebwzb1LNc6nGLeXYFRU/QtVkPLpbe8jY3BNeu9NeH3oCebEaYJfdOS4PqI/MxgF96HFTGpmNI/LiDbLfaOeG3Le6Kc3/B6m2RW7N+uHTcw7xp7YSOqOtxdw5iVcOYV+2vnHOnFcc322Gws6RxCvGY0vSlYMoNE44VmxuSqNw8sC+TD0SrxjPgxMvH8Cg1+NSt6vZ9p2qtUWbEE3a09xH+nmTel370WnMbC4Eb+W7fu0sjos3Qw5Rslo9HHIcF8vWbYatgyM3Q/I/l/jXH9Sy+IuLeM7VI3v4+oNaPL5x0aq4pVo/QbrlRVWtO7atJqG9vouUNR9bHFu094+h9K+JTJN9bFGWaIDMxgHtveOmNDJbR5QlGprSyDRuKP1ror2ffWyx+2AhyjKtSNszmfR9f30+KanGLuVyLtVr/9eJOZokplWrVixZsuQvDYcWGBjIr7/+yk8//cT06dMJDw/HycmJGjVqsHnzZsqVK/cWI36zfv36cfDgQa5dy57ktX79+qxbt44VK1YwbNgwEhIScHZ2pm7dumzatAkPDw9WrVqFwWDgww8t75IE6N27N4MGDSI4OJj33nvv7/o4FipVqoSHhwe+vr65DnMHUKNGDZYtW8bChQtZtmwZnp6eDBgwgH79+pnSTJ8+na+//to0j1P9+vWZMGFCnvtt3bo1CxcupFevXm+Mb9euXezatctsWZEiRThy5Eg+P+HbEZUMc0KgiKOBD9+BW6/97uDrDN3egY1Xod9vMLgaxKXB/FNQz89ApcLGdFWLQLUiBr46AF/UBhdb+OEcOKmha3ljGjsV9K4IS86DSg6VCsP2m3AzCla//++JXapxSzl2tasXpQfNJyU8lCc7fsSppPkQpSnPH/Bk51KKdRhC1bn7eLB2Oipnd0r1n03U2WDibhqHFH157QSxl3+nwti13Fkxhsz4GEr0nIQ2KY6wnUsBeBq8imIdBlNl1m4erJ1GWtQz3Ks0xb/LSJ789gMZLyMs4vtfzHO5UyFcunyNNvoxiUdXoC72rtl6bVQoScdW4tB4AJ4jdpCwaw5yB1ecO04j9doBMh4af4hOv3eKtDsncOu7gvhtk9AnvcSp3Rj0qfEkHTM+lZuZywW2QZuJPjk213V/RuHshefHc8iMfETcwaXY+lc0W58ZGUr84RW4NB9IkTG7if31a+QObnh2m0Hy5f2k3TsLQOqdk6TcPEbhwauI2jQBfVIs7u+PQ5cST9yhFQAknfuV9DYj8B74E9FbpqCNC8epVhfsK7ch/LuPrZpbQKplBaRbR6VczlWuXvj3n0/ai1Be7PoB+0DzPE8Lf8CLPUvxbj+UsjP383TjdJRO7vj1mc3L88Ek3TLmeeL1E8RfOUrJUet4vGoM2oQYin48CW1yHC/2LjXbpsb/HdJfPMSQmW51vFmknOcyx0LYd5iOLuYxqSdWoixawWy9LvoRaSE/Y1evH86Dt5Ky7xtk9m7Yt5tExs1DaB+dN37Gh6fJuBeCY/clJO+ahiE5Fk3LUehT40k7udr4+S7vwq7REBw/WUbKnlnok2OwqdIRm/ItSVw/+F9zbJFq7I4eXrQfPY/Yp6Gc3PgjRcpUMlsfE/aQU5uWUefjwQxYGczBH2agcXGj7ZezuHU8mMeXz+R7X1cPbKNhn5F8PG8d+76bQlJsFJXbfki5xm3ZOLo3BivnuJFqnks1bknHbu+JqulE9HFh6C6sQeZd3my14eVjtBfXo6zaE5sP15MZsgiZnQuqRmPRPTiK/pnxx3592Dl0j0+jbv8tmUdnYUiNQ1V3OKQloL203ur8zA+ptkVKFy98es8jIyKU6OAfsQswP7akRzwkZv8yPFoNpvikYCK2zEDp6IZ3j1kkXAwm5Y7x2JJ8M4Sk67/jO2wNL9aNRZsYi1fXiehS4ojdvwyAjIhQYoJ/xLPDFxh0mSTfPIFjlda4NviYZz8NA53WqtidPLzoMu4bosMecXT9EoqVNY896slDjm1cTqMegxn+8152fz8Dexd3Oo76mmvH9vHwUv6Pi4+vW3YkaTMzSIqLyXXdm0i2fiLd8iJz8MS21RT0L5+QcXY1isLvmK3Xxz4i8+xa1DX7oOm9ifQjC5BpXLFtMZ7MO4fRhf0BgO7RWbQPT2HXeTFp+2diSHmJTeMvMKQlkHF2rTGPSjdH9e77ZN7ajy7sIoqi5ufTuvDroMv/TfhSjV3K5Vyq1/65kRmsPWsTBEF4C7SLs+/i3n4TJh6R5Zl2RhMD75eBezEw+wRcfgH2KmhcHEbVAfsc45/Gp8HcEDgSanzUtVJhGF03+9FWMC5f/gf8cgNepkKgG3xeE+q94UE+5Wd3JRm7VOOWcuw5497fJPt+jiIte1F+1E95xn1tbh+e71+Lg385Sg9egEu5WmhTE4k8+Rt3ln6FLjV74lGlgwulB82jUJ33QCYn7sYpbv/4BSlPs/etdvMmqP/XeFZvhdxGQ8qze4T9toSne1fmtnsAWhzOPnmWap6HDXAxvbav0x23nt/nGXfM6sGknN6IyqcMLl1noQ6sjiEtidTLe4j7ZSKG9Ow8l2mcce38NXYV24BcRvr9s8RtGYc24n6e2y/89VXS74ZkT8icC9/lcabXd7trTK+d6n+C94ClubzD6MWyASScWI+6aFk8u8/FrmRN9GmJJF3YTdTGsRhyTFQr17jg2X0ODlXagkxO2t0zRG74iszw7CELFM5eeHSegqZCUxQO7mQ8vUnMjtkkX9yd6/6D1qeYXkuprIB062jO+inlcn66dfYtfp7NelNiRN55fn9BH6IOrcHOrxz+AxbgWKY2utREXp7+jUcrR6HPkecKBxf8+8/HreZ7IJeTePMUj5aPJO3ZXbNtlp66G6WjK9dH1slzv1lq7c0etkPKeR493NP02qbGRzh+uCjP9yVu/Iz0c5tQeJfG/v0ZqAKqYUhPIv1aMCm/TcaQnpwdu50z9h2mo36nFcjkaEPPkbxjArrI7Ns7ZQ6e2LcZh6pME+T2rmif3yT1wAIybuzPdf8e32b/KiDlY4uUYs8Z95dls3dW7YOedJ2xIs+4N43ryx871uFdohztx87Dv2It0pMTuX5kJ7vnjiY9JfcJ0wf9bLy7fEmvZmbLHdwL0WrYNErXa4HGxZ3wO9c4tGwWN4/m3g4BzLuZ/eOTVPNcSnFLOfaccafO8je9VlTojLrNN3nGnbH7S3TXtiLzCELVdBLyolUgIwnd3YNkHpkJGdnHRGydUDWZiKJkc5DJ0D+7QOah6RhiH+YeU93hqOoNN4snN3ZjH5leS6ktytkOXe2Y/QW7Nu6J75C8jy1h3/fl5dF12PiWw6fPPOxL1UKXmkjCuZ2ErxmNPsc5rsLehcK9vsGpentkMjnJd04RvnoU6c9ztP0yGZ7tR+DWrB8qD19jh8XOhcQeXp1nDBW2ZR9bPg3KfiSidsee9Jy1PM/3/Ty6H6d/XYdPybJ0GT+fwEo1SUtO5PKhXWydM5r05NyPiyPXHQBgQY/mua7PMvPIHe6eO86aMf1zXb/sbvZNNFKqn2BeR6VUXnKWlYQJRUyvVZW7YvfBgjzjTt02gsxLW5AXKoVtm6kofKtiyEhCe2s/acHTXju2OGPbejKqMi2M51uPz5MePNU0LKdtx0WoK3XKc1+J82pgiHtqsdxpxjNJxp4zbimXc6le+/8Z0dEkCMI/ImeDIAV5XVT9t5Nq3CDd2PP6EVsK8upo+m+XV0eTFOTV0fTfLq+OJimQah3Nq6NJCvLqaPpvl1dHkxTk1dH03y6vjiYp+F84b8nZ0SQFeXU0/beTalkB6caeV0eTFOTV0fTfLq+OJinIq6Ppv11eHU1SkFdH03+7vDqapCCvjqb/dnl1NElBXh1N/+2s6WiSztW18F9pxYoV/Pjjj29MM27cODp37vw3RWRu4MCBnD179o1ptm/fTkBAwBvTCIIgCIIgCIIgCIIgCIIgCIJgSXQ0CX9Jly5daN78zY/3uru7v3H9/6epU6eSlpb2xjQ+Pj5/UzSCIAiCIAiCIAiCIAiCIAiC8L9FdDQJf4mzszPOzs7/dBh58vLy+qdDEARBEARBEARBEARBEARBEIT/WfJ/OgBBEARBEARBEARBEARBEARBEARBmkRHkyAIgiAIgiAIgiAIgiAIgiAIglAgoqNJEARBEARBEARBEARBEARBEARBKBDR0SQIgiAIgiAIgiAIgiAIgiAIgiAUiOhoEgRBEARBEARBEARBEARBEARBEApEdDQJgiAIgiAIgiAIgiAIgiAIgiAIBSI6mgRBEARBEARBEARBEARBEARBEIQCER1NgiAIgiAIgiAIgiAIgiAIgiAIQoGIjiZBEARBEARBEARBEARBEARBEAShQGQGg8HwTwchCIIgCIIgCIIgCIIgCIIgCIIgSI94okkQBEEQBEEQBEEQBEEQBEEQBEEoENHRJAiCIAiCIAiCIAiCIAiCIAiCIBSI8p8OQBCEf6eoqMS3uj2lUo6rqz0vXyaj1erf6rYBPD0dTa/vdte89e3/fwlan2J6rV0c9A9GYj3lZ3dNr6UUe864wwa4/HOBFIDv8jjT6y/Lqv+5QKw072aG6fXVjtKJG6DCNmnGnjNuKdVPMK+jCyur/sFIrDPiYqbptZTaITBvi6KHe/6DkVjH49so02sp53nChCL/YCTWcZrxzPR6fxNpXaq2OKw1vU6d5f/PBWIlu7GPTK+lnOdSaotytkNSviaS0nluznNcKZUVMC8vp1sr/sFIrFNrr870WkptP5i3/6Kc/z1ylnOptqFSupYD6V7PSfV3IvjfKOd/RjzRJAiCIAiCIAiCIAiCIAiCIAiCIBSI6GgSBEEQBEEQBEEQBEEQBEEQBEEQCkR0NAmCIAiCIAiCIAiCIAiCIAiCIAgFIjqaBEEQBEEQBEEQBEEQBEEQBEEQhAIRHU2CIAiCIAiCIAiCIAiCIAiCIAhCgYiOJkEQBEEQBEEQBEEQBEEQBEEQBKFAREeTIAiCIAiCIAiCIAiCIAiCIAiCUCCio0kQBEEQBEEQBEEQBEEQBEEQBEEoENHRJAiCIAiCIAiCIAiCIAiCIAiCIBSI8p8OQBAEQfJkMpwb9cWlaX9UhQLQJkSRfGE3MdtnoE9NBEDlVRzPj+diV6o26LUknv2V6M0TTOsBZDb2eHabgUO1Dsht7Um9fZLIDV+RGX7PlEZTrhFFx+6xCCHpUjDP53e0Kmy9AX65AZuuQVgCuNtBowAYWgMc1MY0j+NgTghcfA4KObQoASNrZ68HSM6ABafh4ANIyYSqPjC6LgS4mu9v3RXYcBUik6C4G3xeA+r7WxWy9GOXybCv1wuHhv1QevihT4wm9cpe4nfOwpBmLAtKzwBcuszCpmQtDHotqX/sIG77FNN6MJYV5w+moKncHpmNPen3ThG3ZRzaiPu579bGAe/Jp0i/G0Lsz4MLEDjIZDJqdulHrW4DcfcNICkmkhtHdrH/+2mkJxtjcy8WyHuj5xFQpQ56nZYr+7exZ/440/rXtftqDkXLVmZJr2Zmy+2cXGg1fDrlGrfD1sGJJ1fPsXfBeMKuXyhI4Lg164d7y4GoCwWgTYgk4dwuIjZPM9U/tXcgPr3nYV+mDgadlvjT2whfN86sfspt7fHu/jXONd9HbutA8q0ThK8eRfrzu2a7c23UA492I7ApXAJt3Atij6wlctvXoNf/a2KXbP0EkMmo8EF/KnQZiHORAFJjI3lwbBenl04l41U5dvYNpOEX8/CpVBeDVsvdQ9sI+W6saf3r6o+YS6Eyldk6oGmB1uc3bim2Q1mx29b6BNu6vVG4+6NPjCLj+j5SgudgSE8CQO4RgEOH6SgDa4JOS/qVnaTsnGZaD4DaHvt2k7B5ty0yG3syH5wmeccEdJEPsndl54ym7XjU5Vsht3Uk8/EFUnZNRxt2uUBxSznPVVW7o67xCXJXPwzJ0WTeOkD6kXnwKk9lbv7Ytp6C0q86Br0O7fXdpB2YaVoPgFqDbfPxKMu1Rqa2R/voDOnBU9FHZ+c5Ng7YNBqBqmxLZA6F0Mc+JuPcOjLPrwWDweq4i7bpT7H3BmJXuDgZLyOJPLWL+2umoEsx5qnGJ5BSg+fj+k5dDDotL45t5e6Ksab1AApbe4IGzMKr3gco7Bx4efUEt3/8gpSnd3Ok0RD4yWS8G3RE5eRO0qMb3Fs1idhLR6zPb2PwKCp9hLJyd2QuxTAkx6C/d5DMEwsh41Weu/qhajIRuW910GvR3d5L5tHZpvUAqDSoGo1BUaoVqDXow86ReWg6htiHue5VXqIJNp1XkjrLv4BhSzfPJd0WSZVEz3MlXVZkMrxaDcCrzUBsvYuTGRdJ7JmdPF0/Bd2rtsa2cCB+AxbgVM5YR2NCtvJk1RjTejCeK/r1mY1bbWMdTbh+gkfLR5L2zFhHi348Cd+PJ+cZxo2vGpFw/bhVcUuy7X8Vuyjnf/cxUbptqBSv5UC65UWqcRtJtJy/vj1rEjdu3JhSpUqZ/kqXLk3lypXp3r0758+fN0t76NAh+vfvT506dShfvjwNGzZk3LhxPH78+I3bzEo7efJkYmNjrd7/4sWLzdLk9vf06VO2b9/+xjQrV6402/ft27cZNWoU9evXp0KFCrRo0YKFCxeSlJT9ZZ49e9a0/dc9ffqUUqVKcfbsWQCmTp1KhQoVuH/fshH5/PPPad68udm2/8yJEyfo0aMHlStX5t1336Vdu3YsX76czMzMXNN369aNUqVKcfv27XzvI6fX86tMmTJUq1aN/v37c+fOnVzfs2zZMnr06GG2LOt7qFGjBlqt1uI9ERERlClThlKlSuW6zd27d9O4cWOzZVnfQ9myZS3KEEBGRgZVq1Y1+67GjBljEVte0tPTad++Pdu3bzdbnpaWxvz582ncuDGVKlXigw8+4PDhw/naZpaYmBhGjRpFzZo1qVSpEgMGDODBg+yTpILkV48ePShVqhQzZszIdZ/Lly+nVKlSjBkzxmLdyZMnKVWqFEOGDLHqc/zbuLYdSaGeC0i+vI/nC7vycu8inOp+ROHPNwIg1zhTdGwwSudCvFg2gOjNk3Gs1YnCn603207hIT/jUP19ojdP5MXS/ihdC+M7bh9yjYspjY1fBXQp8TyZ3MDsL2qj5ff3Z1ZehJnHoL4fLG4NvSrBztswPNj4209COvTZATEp8HVTGF4Lgu/ByH3m2/nqABy4DyNqwaymEJEEvX+F+LTsND9fgm9C4L3SsKg1FHWCoXvgwnOrw5Z07I4thuH64TekXdtP9JKPSTywGE3NbngMXAsYL4Q8v9iJ3MmTmNWDiN8+FU21jrgPWG22Hfd+P6Gp0oG47VOJXT0IhYsPhb7YhUzjnOt+Xbp8jdKjmPUB59Cw75d0GL+IW8eD+fmzThxbvZAq73Wn56LNANg6OjNw9X4c3AuxaVxf9i6cQMVWXeixYGOu22vQazgNeo2wWC6Tyej9/TbKNWrL3gUTWDOsK7rMTAb+fBAPvxJWx+3Z4UuK9FtE4oVgHs/tRPRvC3Ft2B2/Uca45Rpnik/Zj9K5EGGL+/JiwwSc63TB7wvzuIsNX4dL7Y682DCesMV9ULkVofjUAyjsXUxp3FsOpOjgFSRe2k/ozPbEHlpFoY5j8O421eq4pRy7VOsnQLWeX9Jo9CJCT+xl18iO/LFuIWXadKftN1sAsHFwptPSA2jcvNg/qQ8h30+gVIsutJnzn1y3V7n7cKr0sCzn+V2fX1JthwDsGn+GfcfZZNw8RMLKT0g9+iM21brg2Md43JPZOeE8ZDsyR0+SNgwlefcMbCq9j2Mv83N1x0+WYlOxHcm7p5O4YQhyZ2+chuxAZvfquCiT4dRvHepyLUnZPZ2E1b1Bp8V56A7kHsWtjlvKea6uNxjbtjPQ3jlMysa+pIcsQ1WpE5oPVxgT2Dph32cLcgcPUrcNJ/3gLFQV2qPputRsO3adf0BZvi3pB2aRum0YcqfCaPpsAdvstkjTdQmqSl1IP7mclPW90d45hG3b6agbDLM67oCuoyjz+XdEnQnm0qSOPPplAT7Nu1Nxyi8AKO2dqTrvIDauXlyb05t7P42ncKOuVJy4yWw7Fcavx6t+J+7+NI5rs3th6+FDtfmHUDq4mNKUHbEE3/YDebRtEZendCYtMowqs/fgXLq61XEDKGsORNV8Krr7R8nYNgDtueUo3vkA9QdLjAlsnFB/uBGZvQcZu78g8/e5KMq0Q/3+D2bbUb+3CEXp1mT+PoeMXSOROXhj89F/wNbJYp/yYjVRt19UoHizSDnPpdwWSZVUz3OlXFZ8Oo0iYNB3xJ3fy53pH/B8+3w8m/QgaMJWABT2zpSddQi1SyHuL+jNk5/H41G/K0FjN5ttp+RXG3Cv24knP4/j/vxeqN19KDf7MIpXdTRy30qujaht9nf9q4ZkxIaTdP8iSXfPWRW3VNt+EOX8nyjnUm1DpXotB9ItL1KNG6Rbzi0+h7Vv6NOnD3369AHAYDAQFxfHggUL6NevH8HBwfj4+DBjxgy2bNlCv379GDFiBC4uLoSFhbF69Wo6duzI5s2bCQwMzHWbaWlp3L17l2+++Ybu3buzefNmHB0d873/Pn360K1bN1P6Tp060bp1a9N7ANzc3EyvQ0JCcv2cDg4OptcHDhzgiy++oG3btnz33Xe4u7tz584d5s6dS0hICGvXrsXe3t6qfBw9ejRnz57lyy+/ZMuWLajVxq7TdevWcfToUTZt2mQWw5ucPHmSQYMGMWLECKZMmYJSqeTixYvMmjWL0NBQZs2aZZY+NDSUS5cu4e/vz3/+8x+mTi3YgWfcuHG0bt0aAL1eT2RkJDNmzKBPnz4cOHDALE82bNjAt99+S9WqVXPdVnJyMmfOnKFu3bpmy/ft24chj7sdDx06xLhx4/Dw8Mh1vVwu5+DBg3Tt2tVs+fHjx63qxMspMTGR4cOH59qZNmPGDEJCQpg6dSr+/v7s2bOHoUOH8vPPP1OjRo18bX/IkCHo9XqWL1+Ovb09ixYtolevXhw4cAA7OztTOmvzS6VSceDAAcaPH49MJjNbt3fvXotlWbZv305AQAC///47EREReHl55etz/KvIZLi1HUn8kZVEb3l1l9eNo+gSY/D5bB02AZXRlG+MwsGNxxNqo0+KASAz9hlFv9qBbcmapN07g22J6jhUbsPTuR1IuXoAgNQ7JwlYeBOXpgOI3TkXMP7YlB52nbQH53MNJ7/0Blh1ETqXhxG1jctq+YKLLXy5X8aNSAOnw4wN6dau4Pqq+Hk7wMBdMi6GG6hcGC6Hw++PZCxtZ6CenzFNFR9ovhY2XYdPq0KaFpb9AT0rwaBqxjR1i8HHW2HJefjpvX9J7DIZTi2Gk3R8NfG/TgMg/dYxdMmxeAxYjcqvIrZlGiG3dyNiRgP0ScaOcl3cczw/34o6sAYZD86iLl4Nu3dbEfVdJ9KuHzJu594pCn99BYeG/UjcO99st7blm6Gp2gF9Srx1GW0WuoxGfb/kzJYVBC+cAMC900dIjoulx4INFC1XmaDaTbF3dmdhxxqkxBnLeXzEM/ot24V/pVo8unQaALci/rT7ai5lG7UlNSHOYl8BVepSvGo9Vg58j1vHgwEIvRDC1JPhVPugl2n/+Qwczw5fEnNgBS82GN+XdPUI2sRY/L7YgF1gZRwqNEXp6M69UTXQJb6qnzHPCJiwC02pWqTcOY0mqAZO1doSOqMdiZf2A5B8K4TSP97FveVAIrfNRmajwfvjGUT9toAX68cZ01z/HYW9Cw4VGsPGidZmuiRjl2z9fJXnVXuN4ur2FZz83pjnT84dIS0+hjazN+JVpgrFajbBzsWdDR9XJ+1VOU+KeMr73+/G593aPL9yCgAnH3/qj5xLYP12pCXGWezqz9ZbG7cU26Gs2O2afEbaqbWk7DbeEJN59zj6lJc49VyB0vddVKUaIte4EjevCYZk43FRHx+O86ebUAZURxt6DqV/VWzKtyR+WTcybxlv8sl8cAa3SRewrduH1IMLURavhSqwFvHLPyLz5kFTGveZt7Gt+ZFp//mNW8p5blNvMJnn15N+cDYAugcnMKS8RNNtCXKfCihL1EemcSX5xxYYUl4CYIgPR9NzPYpiVdE9+QOFbxVUZZqTsqY72ntHjdt5dBaHL86grtGTjGPfIS9cHmVQY1L+8ynaG7uNaR6GILN1xqbeIDJ+/9aquAO6jeLp7uXcWzkegNiLh8lMiOHdif/BKagK7lWaonJy5/TAamQmGPM8LfoZVWbtxqVcbeJunMK5bE0K1W7HhbFtiT5n/FXh5bUQ6m+4T7H2g3i4cRZytS3ejboSunEOT7YvNu7r0lHqbbiPb7sBxN+27gdVkKGsORDdpY1ojxm/Ux6dhNQ41B2+R+b9DoqAesjsXElb3RZSX+V54gtsuv6MvEgV9M8uIC9SGUXJZqRv7oX+4e8ApIedx3bwCZSVe6A99eqHBrU9ypqDUNYaCOm5P2n5v57nkm6LpEqi57mSLisyGUU6fUVE8HKe/Gyso/GXD6NNjCVozH+wL1kF50pNUTq5c/Xzqmhf1dGMmKeUmbYHx7K1Sbx5CofSNXGr2Y5bk9oQ94exjiZcP0Hl1Q/wbjOIZ5tnkRHzjIyYZ2a79+s/D4WtA3dndEKfkUa+SbXtfxW7KOd/9zFRum2oFK/lQLrlRapxG0m0nOfC6jmaNBoNnp6eeHp6UqhQIYKCgpg6dSppaWkcPHiQAwcOsG7dOhYuXMjnn39O2bJl8fHxoUaNGixZsoQSJUrw3Xff5blNX19fmjRpwqpVqwgPD+enn36yav/29vam9Z6enigUCrP3ZC3LknN5zr+sH/WjoqIYM2YMH374IbNmzaJixYr4+vrStGlTfvrpJ27fvs369eZ3JuaHra0t8+bN4/79+yxcuBCAa9euMWfOHL766ivKlSuX721t3ryZevXq0bdvXwIDA/Hz8+P9999nxIgR7Nixg4SEBLP027Zto3jx4nTq1Ildu3aRnJxsdfwAjo6Opvzy8vLinXfeYfTo0URHR3P6tPEHxYiICAYOHMi8efPw9/fPc1u1atVi3759FsuDg4MtOqeSkpIYM2YMw4cPJyAg4K1sMz+OHDlC+/btefnypcW61NRUduzYwciRI2nQoAF+fn4MHjyY6tWrs23btnxtPz4+niJFijBjxgwqVKhAYGAggwcPJjIyknv37pmltfaz1ahRg6ioKC5evGi2PDQ0lEePHuVa3hISEjh48CADBw7Ezs6OX375JV+f499GbudEQsh/SDhlfldYRrjxMWZVoQDsKzQl9e4p0w9NACnXDqFLTcC+YksA7Cs0Q5+WRMq1Q6Y0usRoUm6HYF+xhWmZTbEKpD+++pfjTsqAdqWgTZD58qxHgcMS4OQTqOyT3QAD1PYFe5WBE4+M/598AnYqA7V9s9O42UE1Hzj+Ks3VF5CQLqNpjpvGZDJoGgjnnhob6X9D7DJbJ5LPbCbl3Faz5doXxvqt9AzAtlwT0u+dNl2UAKTdOII+NQG7d4zDy9mWa4I+LYm0G9lDyeiTYki/dxK78uZD0Mk0zrj2WETctsl/qaPJxsGJC7s2cGmP+R3KkaHGTnd330BK1WnGwwshpk4mgDsnD5KWlEDp+q1My9qPmYeHXwmW9W7O89tXLPb19MYFFn9YjzunDpqW6TIzwGBApbaxKm65nRNxxzYQd8I87vRnxrjVXoE4VmxG8q0Q08k9QOKVg+hSEnCsYozbsWJzdKlJJF7JEVNCNMk3j+NY2ViHHd9thkLjRMxe8zuKwteO4f6YOlbFLeXYpVo/AWzsnbi1ZwN3gs3zPPZVOXf2LY5freY8uxRi6mQCeHzmIOlJCfjXbWla1uCLebj6lmTrwGZE3bEs53+23hpSbYcAZLaOpP/xC+kXzc+VdBHG46LcIwB16UZkPjxr+qEJIPP2UfRpiajLGIcbVJduhCE9mczbR01pDMkxZN4/ZUqjDbtM3LetzNKgMx5bZErrjy1SzXNsHMm4vI3Mq7+aLdZHG0dZkLv5oyzZAN2js6ZOJgDt/WMY0hJRBjUBQFmyAYb0ZLT3j5nSGFJi0T46gzIoe7SBjPPr0T40v7FPH30fmY0DMvvcbxbLjVLjxPOD6wk/bF4/k58Y66fGpzgeVZsTdy3E1OEBEP3HAbTJCXjUMB4TPao2R5uaRPQfB0xpMuOjeXnluCmNXKVGJpOjTcm+hjLodWiT41E5uec7ZhMbR3Q3tqO78ZvZYn2McdQCuasf8oD66J+eN/1wAKAPPY4hPRF5YCNjuoD6GDKS0YfmGJ4qNRb9k7OmNACKd7uirNiNzP2T0P6xxvp4X5Fynku5LZIqqZ7nSrmsKDRORB1ZT/Tv5k9Vp4YZR62xLRyIS+XmJF4PMXUyAcRdPIA2JQGXqsb651LFeK4YdzG7jmoTokm4dhyXaq3Ijca/PIXbf0bYxmmkRz7ONU1epNr2G2MX5fxvPyZKtA2V6rUcSLe8SDVuQLLlPDdWdzTlRqk0PhilVqtZs2YNNWrUoEmTJhbpZDIZixYt4uuvv/7Tbfr4+NCsWTP27LEcj/xN+3/bdu3aRVpaGoMGDbJYV6xYMdasWUOnTp0KtO2yZcsyfPhwfv75Z0JCQvjyyy9p2LBhvodwyyKTybh9+zYRERFmyzt06MDu3bvRaDSmZTqdjt9++406derQvHlzkpOT2b17d4Hiz83r38WNGzdQqVTs3LmTd999N8/3tWrVioMHD5oNB/f8+XNu3rxJ06bmcxY8ffqU8PBwfvnlF4t1r2/z3LlzZsPnpaWlceTIEdOTWNY4dOgQ3bp1Y9OmTRbrZDIZS5cupX79+mbL5XK5RUdfXpydnZk/fz5BQcajYmxsLD///DPe3t6UKGE+XJQ1+QXGDtWqVatadE7t3buXhg0bmpWRLLt37yYzM5P69evTqFEjtm7dik6ny9dn+TfRp8QTte5L0u6dMVvuUKUdABnPbqH2KUVGuHlnIQY92shHqAuXBEDtU4rMyFAwmI+fmxnxwJRGprJBXTgIlYcfxWaeoeTPcQR8exvX1tYPP+NkA+PqQ+XC5suPvBq2tYQbPHwJ/i7m6xVyKOIEoXHG/x++BF8n4/KcijnDoxxpAPxcLNPoDDLCrDxflmrshtR44jaPJuPBWbPldhXbAKB9fhtV4SC0EQ9ee6MebfQTlF7GcqDyDkIb/diirGgjQ1F6lzRb5tptLtoXd0k+bj5Ug7XSEuP57euRpqeSspRv0h6AiPs3KVS8NFGPzcu5Qa8n9ukjCvlnn+3tWzSZ+R0q8/BC7k8UZ6Sm8PjKWfRaLXKFAg+/EnSbtRpkMs7/utaquPUp8TxfNZKUO+ZxO1U3xp0WdhOboqVJf/5a/dTryYh8hI2PMW6boqXJiAy1GN8648UDUxq7gHfRJcehdClE8emHKb8piTI/PaFQx7FWxSz12KVaPwHSk+L5/ZsRpqeSspRoZMzzmAc3cQsozctcynnC80e4+WWX81M/TmZd10o8u5h7Of+z9daQajsEYEhNIHn7OLSh5k8rqN8xXlzrwm+j8CqJLsryuKiPeYyikPH8SOEVhC7mkUXsuuhQFIVejaKQkYL20R+g14JcgdyjOA4f/wAyGWlncx/6MC9SznPSEkjfMwndkz/MFivLGDu29JF3kHuWRBfz2jjuBj36l2HIPYz5Kfcsif6lZVukjwk1pdGHXyftt9GQGvfavlqiT4rGkBJDfmmT47n9wwjibpjXz0J1jLeMJj26ib1faZJzzPljDEJP6otQ7H2N9dO+WGlSwx9aHBNTnt83pdEmJ/Bs/xr8PvgM57I1Udo749d5BI4B5Xl+aEO+YzZJTyDz4FT0z8znGVQENTeGGHUXuUeg5dj5Bj2GuKfI3Y2/YsjcS2CIe2KR54aXj5G7Zf/Sob93iLQf66K7nPvQtfkl5TyXclskVVI9z5VyWdElx/No2XASb5rXUbdaxjqa8vgGdr5lSH1mWUfTX4RiV9Q43L6dbxnSXljW0bTw+9gVyX0KA78+c0l7EUr4DuuHXJJq22+MXZTzv/2YKNE2VKrXciDd8iLVuAHJlvPc/OWOpoiICKZNm4ZGo6FBgwZcvHiR2rVr55ney8sr38PMBQUFERYW9sYnbl7f/9t2/fp1AgICcHV1zXV91apVcXcvwJ1tr/Tt25fq1avz6aefkpmZycyZM63eRs+ePYmJiaFx48b07NmT77//nnPnzqFSqQgMDDR1/oBxLqfIyEhatmyJn58f5cqVY/PmzW/Yev4YDAYePXrEN998Q6FChahcuTJgnFdr8eLF+Pr6vvH9TZs2JTk52TSHFRg7QerUqYOTk/k4kqVLl2bNmjWUKVPmjdusVq0arq6uHDqUfZfo0aNH8fX1NRu6Mb++/vprPv3001w7NG1tbalbty4uLi6mZVevXuXMmTPUq1fP6n1NnDiRWrVqsWfPHmbOnGnREWRNfmVp1aoVBw4cMBtaLzg4mDZt2uSaftu2bVSvXh03Nzdat25NeHg4v//+u9Wf5d/INrAabu2+IOniHjKe3kRu52w2mWMWfVoScjvj0KByTR5pUpOQ2xm/U3XRcsiUKtSFSxC7YzZPv+lA0oXdeHSbiXvnKX857qsv4KcL0NDfQEl3SMwA+1z67+3VxskRIe80GrXxjpKsNGA+uWLWdiA73b8xdnVAFRxbDif1SjCZz28ht3NCn2bZOW1ITzSVFZmdE4Zc0ujTEpHbZg81a1exLXYVWxO75rO/FmQeilWoRuN+o7hxZDcv7t/A1tGZ9CTLMpyenIiNQ3ZcL+7fyPc+3p/4HWOCb1K5bTeOrJhL+N1rfzluu5LVKPT+KBLO7yY97AYKjbPZZMhZ9KmJKF7luULjhD7FMs91OeqnwskD5Er8x+8k8eJ+Qme04eXRtXh1nYT3R9P/ctxSjl2q9RPAu3x1qvX6igfHdhHz4AY2Ds5kJFvmZ0ZyImr77PY35sGby/mfrf+rpNoOASj9KqNp8jnp1/ehe3Ebma2T2eTZWQzpychsjcNMG9NYDotsSE9CluO4mMW+0xzcJpzFtkpHUg4tQhd+8y/HLeU8VxSthE39IWTeOoA+8g4yG0dIzyU/M5Ky89zG0XxC9iwZychs8h7+W12rL8ritck4/oNxsPy/wLl0dQI+/IrIU7tIenQDpb0z2hTL/NSmJKHUGPNTZe+MNvnNaQDurZxA+ssIai4OocnOGEoP/IZ7qycTcWyrxXsLQuZTEWXNQejuHcQQfRdsnHLNT0NGEthklfPc8zxnGsD4A4PWimGsrCDlPJdyWyRVUj3PlXJZcShVnSKdRxN7Zhepj411VJea23lgIopX9U+pcUaX67lidpqcNP7v4FK1Bc+3fgP6t3MjqlTbfhDlHP7+ci7VNlSq13Ig3fIi1bhBuuXc6jmali1bxqpVqwDQarVkZGQQGBjIt99+i1KpRK/Xm82BBDBt2jR+/dV8eIZLly796b6yfjBPSkoydU69af8+Pj7WfhwqVaqU6/KTJ0+i0WiIj4/P84f7vLRt29Zizpu85hmSyWQ0bdqUM2fOUKZMGZydc5/4700qV67M9u3bWb16NceOHePMGePdlYUKFWLy5MlmT7hs374db29vqlSpYop1zpw5XL16lQoVKli138mTJzN9uvGglZmZiVarpVy5cvzwww/5nl8qi5OTE3Xr1mXfvn3UqWN8tHPv3r306dOHjIyC1VCZTEaLFi3Yt28fXbp0Ad7csfI2PXz4kCFDhlChQgXTvq3Rs2dPunbtyoYNGxgyZAgbN240G96uIPnVokULZsyYwaVLl6hcuTJ3794lPDycBg0asHat+VMCd+/e5fr166bvN6sTbfPmzbk+rVgQSuVbeaDSRPHqdgPF67cd/M1sS9akyJfbyIx6xIvlnwIgk78hpqxjQx7zZIHxbnmAzBf3eTq3A+mhF9ElRgOQeuN35Go7XFsP4+XuBehzuZDIj4vhMGS38U6Oma++Yv0bfv/JCvdNvxHJ85EmZ7qCkmrs6sAaeA7djC76MbE/D34VXN5lJascvLk8GdPIHdxx7b6QuK2T0MWGFTzIPPhXqkWfH3cQ++wRm8f3+9O4DK/dgZVf57au4vKezZSu34rmQyehUKnZv3hKgbYFoClVC/9xO8iIfETY98a435TnpjuB8pFGrlSjsHMgYvNUoncZ7+5Mvn4Mhb0LHu2GEbl9DvpcLob/12OXav0E8Hm3Nu8t2kH881AOTMlHOTcUrJy/bVJthwCUAdVx6r8BXewTkjZ+/iquvxb763f0AaSfXk/Gxe2oyjRF03I0MoWalODZBY5bynmuKFYVTY816F+GkbZ95Ku43hB71vE8H23R61Q1emHTagqZ13aScWp5ASM2cilXm8ozfyP1RSjXv+kLgOwvxp1Vh9UuntT84TQGXSZXZ31CevRzPKq1ILDHBHRpyTze+u1fil1epArqzqswxIeRsWcUr4LP+w35Kud/rdMuP6Sc5//NbdH/6jWRVM9z/5vLyp9xLFub0pN3khYRyoOFfV4F+PaP597thpDxMoKow9aNNJAXqbb9IMp5Tn9XOZdqGyrVazmQbnmRatwg3XIOBeho6tatm2loN7lcjouLC46Oxp7WjIwMZDIZcXFxZu8ZOnQoPXv2BODAgQPMmzcvX/tKTDT27ObstHjT/gtix44duS7PmqPJ1dWV58+fW7XN5cuX4+XlZbYsIiIi1yHxHjx4wIIFC6hTpw6HDh3i119/5f3337dqfwAlSpQwPQ314MEDTpw4wfr16xk2bBjbt2+nVKlSxMbGcuTIEbp3727qCGvdujVz585l06ZNVnc0ff755zRvbnyMT6FQ4Orqmu+n1XLTsmVL5syZw5QpU3j27BmhoaE0btw417mI8qtVq1b07NmTly9folarOX78OKNGjbL6O7XGxYsXGTx4MN7e3ixduhSVSmX1NrKGyps5cyZXrlxh/fr1zJo1yyyNtfnl7u5OtWrV2L9/P5UrV2bv3r00a9Ys1ye0tm3bhkqlMn2/Wa+3bt3Ks2fPKFKkiNWf6XWurgUvK2/i5GT354n+nzjU6Ij3p8vJDL/H0286ZE/+mRKP3M6y81Vu54j2pbEs6lMSUDoVyjWNPtX43K0+NcE0WXhOSZf34dyoN2qfUgWaKDz4How/ZHzsd3l7cHmVhY5qSMml3zI5A7xefX0OaohOyT2Nozo7TdYyZ9sccedxF8i/IXa7qu/j1utHtBEPiPquI/pk47PX+tQEs7vYsshsnTC8DDelUTrmUlZsnUw/Nrp+vIDM8Nskn1wHckXOLRn//wt3H77bsjPdvv6JqEf3WDGgLSnxxnKelhiPjb1lObdxcCI+smDH3LDrxkfHH5w/jr2rOw37jOTgkhnotdYOegzOtTvjO/Qn0sPvETq9LbpX9VOfEo8it/qpcSIz1hi3LiUBpYuXRRqFnSO6V2OlZ92NlvDHXrM0iZcP4N5iADa+ZUi9Z339lHLsUq2fAEHNO9NiykpePrnHr0PbkPaqnKcnxaPWWNZRtYMTSVHPLJb/3aTaDgGoK3XA8cPv0EU9IH5ZN9P8QIa0hFyfkJHZOqCPD3+VJhG5o2cuaRxzvWNYG3YZgMz7p5A7uGPXeAgp++cZh9axkpTzXFm+PXYdF6CPDiVlzccYsiYWTk8EteV5mszGAX3CC2OatETk9pZ5jo2D8f1mb5Rh02IiNnU/JfPKdlK3DS9QvFm8G3am/FerSHl6lz/GtCEzwZjn2uR4lBrLPFfaO5IW/cyUxsbVMs+VGke0ycY8L9K6L3ZexTjxSWlSnhnnroq9/DvIZAT1ncnzA2tN+7SWokxbVG3mYYgNJX3zJ9nDCqYnIlPnUs5tHNAnvhoePS0RmVsu5dzGAdIL3tmYH1LO8//2tuh/8ZpIque5/+1l5U3c63ehxIhVpD67y62JrdEmZrdFWU9G5KTQOJER8+pcMTkelYtlnivsnEx11EQux612B2KOb8GgzSx4wK9Ite0HUc5fT/N3lHOptqFSvZYD6ZYXqcYN0i3nWay+zcXZ2Rk/Pz/8/Pzw9fU16+RRq9W88847nDtnPtaqm5ub6T3WDDN348YN/P39zTov3rT/gsja1ut/WR0xlSpV4tGjR2bz/OQ0a9YsFi9ebLbMx8fHYnu5PW2Vnp7OiBEjCAwMZPny5bRu3Zrp06cTFpb/uxVSUlKYMWMGt27dMi0LDAykV69ebNmyBaVSSUiIcfz/Xbt2kZmZyZo1ayhbtixly5alcePGGAwG9u7da+rYyy93d3fT5ytatOhf6mQC43BwSUlJnDt37o1zB1mjSpUquLu7c+jQIY4cOUJQUNCfDuP3Vxw4cIBevXpRsmRJ1q1bl+eQi7mJjY1lz549ZvMuyeVySpQoQWRkpEX6guRX69at2b9/PwaDgeDg4FznqsrMzGTnzp1kZmZSu3ZtU1nZunUrer2eLVu25PszvcnLl8lv9S8hIRWAhITUt77tly/zHr4zi2vrYRQesoa0e2cJm9EcXdyL7DwNv4fK67XhGmVyVJ7+ZDw3TgaZEX4PZSF/izsQ1F6BpjQ2fu/i3KS/RRq52tiyZd3pbI3VF2HUfnjXG9Z+AJ45qrG/Kzx57dpCp4enCVDcNTvNswTLO0OexGenyZp88fVtPYkHldyAr/UPcko6dsdmQ3Hvt5KMh+eJnNcafXz2/HraiHsoCwWYv0EmR+lRjMwXxvHVM1/cQ+lRzKIcKAsFkPlqInpNlfewLVUP3yXR+C6NwXdpDEqPYtjX/hDfpTHYBNW1PnCgQe8RfDxvHY8vn+HHTxqTGJ1dzqNC7+JRzLycy+Ry3Ir6E/nwdr734RVYhmrvf2Kx/NnNS6hsbLF3sX64Wo/2Iyg2Yh0pd8/wYGJjtDnqZ/rzu6i9X6ufcjnqQv6kP72dnSa3+lk40JQmI9z4w5hcZT6xsExhvNnAkFGwR9OlGrtU6ydAlR4jaP31ep5fO8OWfo1IzlHOXz66i7OvZTl39vEnNjT/5fz/g1TbIQC7RoNx7LGMzEd/EL+4PYaE7OOiLvIBCg/L46LczQ9dxN1Xae4jd/eziEvhEWCaXFzhFYRN9Q8t9q0Nu4pMZYvM3s1i3Z+Rcp6r63yKXZcf0IVdJPmnDzAkZZ9r6qMfIHfPJc9di6GPupedxtXXMi43f1MaABQq7Lotw6bup6SHLCX1l8/+0s0O/p1HUmH8BuJunuHciEZkxGbneXLYXTQ+5vOaIpdj5x1A8pPbpjR23gEWcWuKlCD5sTGNnVcx0l9GmDo8sry8egK52sZyH/mkrN4f1XvfoX92kfQNXSA5yrROH/MQmauf+RtkcmTOvhhijHHoYx8icykKmMcuc/VHH/3afCBvkZTzXApt0f/aNZFUz3OlUFbyUviDkZT8agOJt09z46uGZL7MrqOpT+9gW9iyjtp6BZAaZvwNKfXZHWxyqaO2PiVMabI4lKqBytmT6BO/FCzYHKTa9oMo5/9EOZdqGyrVazmQbnmRatwg3XKe01t/nrpXr16EhIRw4sSJXNeHh4fnazsvXrzg8OHDtGvX7m2GZ7VWrVphb2/P0qVLLdY9ePCA//znP2ZzIFnj66+/JiwsjAULFqBUKpkyZQoODg58+eWXZp0Nb2Jra8uuXbvYtGmTxTp7e3sUCoWpc2/79u0EBQXx22+/sWPHDtPflClTSE1N5bfffivQ53hbHBwcqFevHvv27XtrQ9xlDZ+3f//+PDtW3pYjR44wYsQIGjZsyMqVK63uBI2OjmbkyJGcPp09WWBmZiY3b97MdU6pguRXs2bNiIqKYvPmzcTHx+c6n9rvv/9ObGwskydPNisnv/32G0FBQWzbti3f5fNNtFr9W/3T6YyPDet0b3e7WX9v4ty4L54fzSLx7Daezn3PYgib5GuH0ZSui8LRw7RM805T5HaOJF8zziGWcu0QCjsnNO80M6VROHpgV7oOKdcOA6D2LYdX70VoyjUy275jjU5kRj0mM+qRVd/Blusw75SMliVhWXtwND8vobYvnH8OsanZy06FQUqmjNrFjP/X8YXkTBknn2SniU2FP55jSlPRG+xUBg7kaNcMBjj0AKoVAXXOG7T+x2O3r98Ll84zSL3wK1GLOmJ4rayk3TiKTck6yB2yO1NsyzVGbutI2o0jAKTfPIrczgnbctnDWMod3LEpWZu0m8Y0L2Y2tPjTxYWTemUfL2Y2JOPxZesCB2p26Ue7UXO4sm8rKz5tS1qSeex3Tx2ieLX62Ltml/NSdZpha+/InZMH872fouWq0HXmT/i9W8NseVDtZiREhZMUY9nx/iZuzfrh03MO8ae2EjqjrcUY14lXDmFftr5xbOtXHN9thsLOkcQrxriTrhxEoXHCsWJzUxqFkwf2ZeqReMVYhxMvH8Cg1+NSt6vZ9p2qtUWbEE3aU/ML9f/l2KVaPwHe6dif+iPmcvfgL/w6pA0Zr5Xzx2cOUrRKfexcsvPcr2Yz1PaOPD596PXN/W2k2g4B2Nb+BPv3ppJx+TcSlnW1mJMh485RVCVqI7PPPi6qSjdCbutAxu3fjWlu/47c1hFV6camNDJ7d1SBtUxplMUq4vjRdyj9q5ptX1W6Ifr4CAxJUVhDynmuqtYd21aT0F7fRcqaj+G1J5C094+h9K+JTJP9A5yyRANkNg5o7x03pZHZOqIs0dCURqZxQ+lfE+3946Zldh8sRFmmFWl7JpO+76/NE1C0bX9KDZzLi2O/cGFMa7SvzZcWc+Egru/WR+WcneceVZuj1DgS84fxmBjzx0GU9k54VGuRnR/OHrhWqEf0BWOa5Cd3UDt7oikaZLZ9l3K1Meh0pEY8tjp2RcWPUDUZj+7WHjI297TIc33oCeTFaoBddp7LA+ob71INPW5KI7NxRF48x7zEdm7Ifaub0rxtUs5zqbRF/0vXRFI9z5VKWclNoVYD8O/3DTEnfuHWxNYWcy3FXzyI0zv1UeY4V3Sp3ByFxpG4i8b6F3fxIEqNEy5Vsuuo0skDp/L1iL9ofg7vWLoGem0mSXfMby63llTbfhDl/J8o51JtQ6V6LQfSLS9SjRukW85fV7Aekjdo06YN169fZ9CgQfTs2ZMWLVrg7u7O48eP2bJlC8HBwdSsWdPsPSkpKURFGQ/waWlp3Llzh2+//ZaiRYvSu3fvtx2imaz9vs7GxgYnJyfc3NyYPHkyo0ePJikpiW7duuHi4sKlS5dYuHAhZcqUoVevXlbvd9++fWzatInZs2dTrJixpDo7OzNr1iz69u3LDz/8wLBhw/50O3K5nC+//JIJEyYA0LFjR9zc3Hjy5AmrVq2icOHCtGzZkhs3bnD79m2mTZtGUJD5CXyJEiVYuXIlmzdvpnv37lZ/lrepVatWTJkyBZlMRv369d/aNj/55BNUKhWTJ0/OM11cXBzHj1tWvOrVq2Nra5vLO7LFx8czevRoypUrx/jx44mPz+7WVqlUuLi4/GmcQUFB1K9fnxkzZjBjxgycnZ1ZtmwZCQkJeZYxa/PLzc2NGjVq8M0339CmTZtcO0m3bdtG4cKF6dq1KwqF+dGxd+/ejB07lkOHDtGyZcs/3d+/gcLZC8+P55AZ+Yi4g0ux9a9otj4zMpT4wytwaT6QImN2E/vr18gd3PDsNoPky/tJu3cWgNQ7J0m5eYzCg1cRtWkC+qRY3N8fhy4lnrhDKwBIOvcr6W1G4D3wJ6K3TEEbF45TrS7YV25D+HcfWzXmalQyzAmBIo4GPnwHbr12KPR1hm7vwMar0O83GFwN4tJg/imo52egUmFjuqpFoFoRA18dgC9qg4st/HAOnNTQtbwxjZ0KeleEJedBJYdKhWH7TbgZBavftz7PpRq73KkQLl2+Rhv9mMSjK1AXe9dsvTYqlKRjK3FoPADPETtI2DUHuYMrzh2nkXrtABkPjRd06fdOkXbnBG59VxC/bRL6pJc4tRuDPjWepGMrAcjM5cLDoM1Enxyb67o/4+jhRfvR84h9GsrJjT9SpEwls/UxYQ85tWkZdT4ezICVwRz8YQYaFzfafjmLW8eDeXz5TL73dfXANhr2GcnH89ax77spJMVGUbnth5Rr3JaNo3vnOedhbpQuXvj0nkdGRCjRwT9iF2Aed3rEQ2L2L8Oj1WCKTwomYssMlI5uePeYRcLFYFLuGONOvhlC0vXf8R22hhfrxqJNjMWr60R0KXHE7l8GQEZEKDHBP+LZ4QsMukySb57AsUprXBt8zLOfhoHOug56qcYu1foJoHH3osHIecQ/C+Xy5iUUKlPZbH182AOu/rKMit2G8MGSfZxZPh07Z3fqDZtFaEgw4VdP57Hl/19SbYcAZI6FsO8wHV3MY1JPrERZ1HwYZ130I9JCfsauXj+cB28lZd83yOzdsG83iYybh9A+Mg4Don14mox7ITh2X0LyrmkYkmPRtByFPjWetJOrAUi/vAu7RkNw/GQZKXtmoU+OwaZKR2zKtyRx/WCrYpd0njt4YttqCvqXT8g4uxpF4XfM1utjH5F5di3qmn3Q9N5E+pEFyDSu2LYYT+adw+jC/jB+N4/Oon14CrvOi0nbPxNDyktsGn+BIS2BjLPGeTuUpZujevd9Mm/tRxd2EUVR8zqlC78OuvzNxap29aL0oPmkhIfyZMePOJU031bK8wc82bmUYh2GUHXuPh6snY7K2Z1S/WcTdTaYuJvG+vny2gliL/9OhbFrubNiDJnxMZToOQltUhxhO403Fj4NXkWxDoOpMms3D9ZOIy3qGe5VmuLfZSRPfvuBjJcRFvG9kb0nqqYT0ceFobuwBpl3ebPVhpeP0V5cj7JqT2w+XE9myCJkdi6oGo1F9+Ao+mcXjd9N2Dl0j0+jbv8tmUdnYUiNQ1V3OKQloL203rqY8kHKeS7ltkiqpHqeK+WyonL1wr//fNJehPJi1w/YB5rX0bTwB7zYsxTv9kMpO3M/TzdOR+nkjl+f2bw8H0zSLWMdTbx+gvgrRyk5ah2PV41BmxBD0Y8noU2O48Ve8xuuNf7vkP7iIYbMdOsDfkWqbT+Icv6PHBMl2oZK9VoOpFtepBo3INlynpu33tEEMHr0aOrWrcumTZsYMmQIL1++xMXFhYoVK7JkyRIaN25sln7VqlWsWrUKMP4oX7hwYVq3bk2fPn3+8nBsf6Zu3dwfN23YsCHLlhkrbbt27fD29mblypUMHjyYhIQEihQpQseOHendu7dpPqf8CgsLY8KECbRp08ZiPqY6derQvXt3li1bRt26dalSpcqfbq9z5854enqyZs0a+vfvT3JyMh4eHjRp0oS5c+dia2vL9u3bcXJyon379hbvl8vl9OzZkxkzZvDHH39QtWrVXPby92jcuDETJkygVatWuc4dVBCVKlXCw8MDX19fi7mzcrp79y79+/e3WH748GGKFi36xn0cP36chIQErly5YtHhU716ddatW5evWBcsWMD8+fMZMWIEiYmJVK1alQ0bNuQ69CIULL9atWrFyZMnc30CKjo6mhMnTvDZZ59ZdDIBtG3blgULFrBp0ybR0fSK/bstkNtokBfyp9ikwxbrXywbQMKJ9Tz9uhWe3efiPWgV+rREEs/9StTGsWZpn3/7IZ7d5+D54UyQyUm7e4bI73ugT4kDwJCRytPZbfHoPAX3ThNROLiT8fQmz7/tRvLF3VbFfeIxpGllPEuET7Zbrp/RxMD7ZYyN5OwTMPog2KugRQkYVcc87aJWMDfE2EDrDcZGdkFL87FqB1UHhRx+uQE/X4JAN/i+DVQubFXYko7d7p3myNUa5B5+eH1lOZdazOrBpJzeSNT8drh0nYVbv+UY0pJIvbCDuF8mmqWNXtId185f49JxOshlpN8/S8zyXhhS4i22+zaUrt8StZ0Gt6IBDF3/u8X6TeP68seOdSzt1Zz2Y+fx0dw1pCcncmX/NnbPHW3VvjLTUlnWtyWthk2jzciZaFzcCb9zjVVDPuDmUevKuWPllshtNKi9Aigx0zLusO/78vLoOh5Mbo5Pn3kUG74GXWoi8ae3Eb7GPO7Hc7tQuNc3eH8yG5lMTvKdUzyZ/xG65DhTmuervyAz5iluzfrh+f4oMiJCefrjp8QeXm1V3FKOXar1EyCgbitUdhqciwTQddXvFuv3T+7LzV1r2TqgGQ2/nE+rGWvJSEnk7qFtHF/4lfU7fEuk2g4BqMs2RabWoHD3w2WY5fsTN35G+rlNxH//Pvbvz8CxxxIM6UmkX9lJym/mNw8lruqFfYfp2LefDDI52tBzJK/ph+HVXEdkphL/Yyfs24xD024ScntXtM9vkrCiOxk39lsVt5TzXBnUGJnaDpm6GPb9d1isT902gsxLW0hZ2RnbNlOx6/w9howkMm/sIS14mlnalI39sG09GduWE4x5/vg86ZsHQpoxz5XljOeaqjItUJVpYbGvxHk1MMQ9zVfcnjVaobDVoCkcQI1FxyzWX5vbh+f713L+i6aUHryACuPWoU1N5MXxrdxZal4/L03uROlB8yg1YA7I5MTdOMXlaR+iTYoDQJeSyNlhDQjq/zWlBn6D3EZDyrN73Fo0lKd7V+Yr3pwUgQ2RqeyQufhi02OrxfqM3V+iu7aV9A0fomo6CXX7byEjCd3tvWQemWmedvunqJpMRNVoHMhk6J9dIGPHEMhlPpK/Ssp5LuW2SKqkep4r5bLiUrU1ClsNCu8Ays+zvGH2/oI+RB1aw40xTfAfsIASo9ahS00k5sRWHq0cZZb2zsxO+Pefj1+fOSCXk3jzFHdndUP3qo5mUbl4oU16aX2wOUi17QdRzuHvL+dSbUOlei0H0i0vUo0bpFvOcyMzWHNrsCAIwlsSFWXdnGB/RqmU4+pqz8uXyX86rENBeHpmD4V4t/tfmzvs7xS0PnsWQ+3ioDek/O+j/Oyu6bWUYs8Zd9gAl38ukALwXR5nev1l2bfT2f93mHcz+474qx2lEzdAhW3SjD1n3FKqn2BeRxdWVv2DkVhnxMXsSbel1A6BeVsUPdxygtr/Vh7fZt8KKeU8T5hQ5B+MxDpOM56ZXu9v8v9yT+T/mxaHs+8YTp3l/88FYiW7sY9Mr6Wc51Jqi3K2Q1K+JpLSeW7Oc1wplRUwLy+nWxdgPKZ/SK292fPxSantB/P2X5Tzv0fOci7VNlRK13Ig3es5qf5OBP8b5fzPvPU5mgRBEARBEARBEARBEARBEARBEIR/B2ndsvQvM23aNH799dc3pvnhhx+oXbv2W9tn+/btCQsLe2Oas2fPvrVh7f4tBg4cyNmzZ9+YZvv27QQEBPxNEQmCIAiCIAiCIAiCIAiCIAjCXyc6mv6LDR06lJ49e74xTaFChd7qPpcuXUpmZuYb06hU0hlm5r/F1KlTSUtLe2OavOZhEgRBEARBEARBEARBEARBEIT/VqKj6b+Ym5sbbm5uf+s+RWfH/w8vL69/OgRBEARBEARBEARBEARBEARBeOvEHE2CIAiCIAiCIAiCIAiCIAiCIAhCgYiOJkEQBEEQBEEQBEEQBEEQBEEQBKFAREeTIAiCIAiCIAiCIAiCIAiCIAiCUCCio0kQBEEQBEEQBEEQBEEQBEEQBEEoENHRJAiCIAiCIAiCIAiCIAiCIAiCIBSI6GgSBEEQBEEQBEEQBEEQBEEQBEEQCkR0NAmCIAiCIAiCIAiCIAiCIAiCIAgFIjqaBEEQBEEQBEEQBEEQBEEQBEEQhAKRGQwGwz8dhCAIgiAIgiAIgiAIgiAIgiAIgiA94okmQRAEQRAEQRAEQRAEQRAEQRAEoUBER5MgCIIgCIIgCIIgCIIgCIIgCIJQIMp/OgBBEP6dtIuD/ukQrKL87K7p9d3umn8wEusErU8xvZZynksp9pxxhw1w+ecCKQDf5XGm11+WVf9zgVhp3s0M02sp1U8wr6PRwz3/wUis4/FtlOm1lOonmNdRqea5KOd/j/+VPE+YUOQfjMQ6TjOemV7vbyKtS9UWh7Wm16mz/P+5QKxkN/aR6bWU81xKbZFUz3FBuue5Oc9xRZ7/PXLmuZTafjBv/6Wa51Iu51JtQ692lM71M0CFbdnX0FIqL/8rbahUy/mfEU80CYIgCIIgCIIgCIIgCIIgCIIgCAUiOpoEQRAEQRAEQRAEQRAEQRAEQRCEAhEdTYIgCIIgCIIgCIIgCIIgCIIgCEKBiI4mQRAEQRAEQRAEQRAEQRAEQRAEoUBER5MgCIIgCIIgCIIgCIIgCIIgCIJQIKKjSRAEQRAEQRAEQRAEQRAEQRAEQSgQ0dEkCIIgCIIgCIIgCIIgCIIgCIIgFIjoaBIEQRAEQRAEQRAEQRAEQRAEQRAKRHQ0CYIgCIIgCIIgCIIgCIIgCIIgCAUiOpoEQRAEQRAEQRAEQRAEQRAEQRCEAlH+f2y0cePGPHv2zPS/TCZDo9FQtmxZhg0bRrVq1UzrDh06xObNm7l58ybx8fF4eHhQu3ZtPv30U/z8/PLcpkqlwsPDgwYNGjBs2DDc3Nys2v/ixYv5/vvv3/g5Dh8+zLlz5xg7dmyeab766iv69u1r+v/27dusXLmSs2fPEhcXR+HChWnZsiX9+/fHwcEBgLNnz/LJJ59w+PBhihYtara9p0+f0qRJE9auXUuNGjXeGF9OO3fuZP369dy9exeZTEbx4sXp3Lkz3bp1s0ir1+tp3Lgx0dHRHD9+3Czv8iMrxpwUCgXOzs7UqFGDr776Ch8fH4v3TZo0iYyMDGbPnm1alvU9BAUFsWvXLov3XL58ma5du1KkSBGOHDlisX7ZsmWEhISwbt0607Lt27czduxYXFxcOHnyJEqleTGPiIigYcOG6PV67ty5A0CPHj0oUqSIWWx5efnyJe3atWP+/Plm31FcXBwLFizg999/JykpiVKlSvHFF19QtWrVP91mlidPnjBr1izOnz8PQP369Rk9ejReXl5AwfIrqz6MGTOG3r17W7xn0qRJbN68maFDh/LZZ5+ZrduyZQsTJ06kZ8+ejBs3Lt+foyD0BvjlBmy6BmEJ4G4HjQJgaA1wUBvTPI6DOSFw8Tko5NCiBIysnb0eIDkDFpyGgw8gJROq+sDouhDgar6/dVdgw1WITILibvB5DajvX8DgZTKcG/XFpWl/VIUC0CZEkXxhNzHbZ6BPTQRA5VUcz4/nYleqNui1JJ79lejNE0zrAWQ29nh2m4FDtQ7Ibe1JvX2SyA1fkRl+z5RGiyPWhwAA33NJREFUU64RRcfusQgh6VIwz+d3tCpsKee5ZGOXybCv1wuHhv1QevihT4wm9cpe4nfOwpBmLAtKzwBcuszCpmQtDHotqX/sIG77FNN6MJYV5w+moKncHpmNPen3ThG3ZRzaiPu579bGAe/Jp0i/G0Lsz4MLELixLa3ZpR+1ug3E3TeApJhIbhzZxf7vp5GebIzNvVgg742eR0CVOuh1Wq7s38ae+eNM61/X7qs5FC1bmSW9mpktt3NyodXw6ZRr3A5bByeeXD3H3gXjCbt+oSCBS7J+ZsVuW+sTbOv2RuHujz4xiozr+0gJnoMhPQkAuUcADh2mowysCTot6Vd2krJzmmk9AGp77NtNwubdtshs7Ml8cJrkHRPQRT7I3pWdM5q241GXb4Xc1pHMxxdI2TUdbdhlq8OWbP0Eyea5KOeIPLcydlXV7qhrfILc1Q9DcjSZtw6QfmQevMpTmZs/tq2noPSrjkGvQ3t9N2kHZprWA6DWYNt8PMpyrZGp7dE+OkN68FT00dl5jo0DNo1GoCrbEplDIfSxj8k4t47M82vBYLA67qJt+lPsvYHYFS5OxstIIk/t4v6aKehSjHmq8Qmk1OD5uL5TF4NOy4tjW7m7YqxpPYDC1p6gAbPwqvcBCjsHXl49we0fvyDl6d0caTQEfjIZ7wYdUTm5k/ToBvdWTSL2kuX1SD6DR1HpI5SVuyNzKYYhOQb9vYNknlgIGa/y3NUPVZOJyH2rg16L7vZeMo/ONq0HQKVB1WgMilKtQK1BH3aOzEPTMcQ+zHWv8hJNsOm8ktRZ/gUMW7p5LtW2SKpxA5I9zxV5/g9cW0i17X8VuxTzXNLlXMJtqFuzfri3HIi6UADahEgSzu0iYvM007mg2jsQn97zsC9TB4NOS/zpbYSvG2d2rii3tce7+9c413wfua0DybdOEL56FOnP75rtzrVRDzzajcCmcAm0cS+IPbKWyG1fg15vdehSLS9SjdtIouX89e29la3kok+fPoSEhBASEsLx48fZtGkTDg4O9OvXj+fPnwMwY8YMRo4cyTvvvMOKFSs4cOAAc+bMITY2lo4dO/LgwYM8txkcHMzEiRM5e/Ys3bt3JzEx0ar951wfEhKCt7e3xbLChQubtpdzec6/jz76yJTmwIEDdO7cGaVSyXfffceePXsYNWoUwcHB9OzZk+Tk5P+XvN66dSuTJ0+mS5cu/Prrr2zbto0OHTowY8aMXDvTTp06RXx8PO7u7mzdurXA+128eLEpH44ePcrixYu5desWn376KYYcF456vZ4FCxawefPmXLejUqm4e/cuoaGhFuv27t2LTCbL9X0bNmzg22+/zTO+5ORkzpw5Y7F83759ZvFZIyIigr59+xIVFWWxbuTIkVy6dIkFCxawbds2ypQpQ9++fXn4MPfK/LqMjAx69eqFXq9n48aNrFu3jsjISAYOHGgWb0HyS6VSsX//fovlWq2WAwcO5JnH27dvJyAggB07dpCenp6vz1FQKy/CzGNQ3w8Wt4ZelWDnbRgebPwdIiEd+uyAmBT4uikMrwXB92DkPvPtfHUADtyHEbVgVlOISILev0J8Wnaany/BNyHwXmlY1BqKOsHQPXDhecFid207kkI9F5B8eR/PF3bl5d5FONX9iMKfbwRArnGm6NhglM6FeLFsANGbJ+NYqxOFP1tvtp3CQ37Gofr7RG+eyIul/VG6FsZ33D7kGhdTGhu/CuhS4nkyuYHZX9TGMVbHLeU8l2rsji2G4frhN6Rd20/0ko9JPLAYTc1ueAxcCxgvhDy/2IncyZOY1YOI3z4VTbWOuA9YbbYd934/oanSgbjtU4ldPQiFiw+FvtiFTOOc635dunyN0qOY9QHn0LDvl3QYv4hbx4P5+bNOHFu9kCrvdafnIuOx3dbRmYGr9+PgXohN4/qyd+EEKrbqQo8FG3PdXoNew2nQa4TFcplMRu/vt1GuUVv2LpjAmmFd0WVmMvDng3j4lbA6bqnWTwC7xp9h33E2GTcPkbDyE1KP/ohNtS449jGWB5mdE85DtiNz9CRpw1CSd8/AptL7OPZaabYdx0+WYlOxHcm7p5O4YQhyZ2+chuxAZveqvMhkOPVbh7pcS1J2TydhdW/QaXEeugO5R3Gr45Zq/QTp5rko5yLPraGuNxjbtjPQ3jlMysa+pIcsQ1WpE5oPVxgT2Dph32cLcgcPUrcNJ/3gLFQV2qPputRsO3adf0BZvi3pB2aRum0YcqfCaPpsAdvstkjTdQmqSl1IP7mclPW90d45hG3b6agbDLM67oCuoyjz+XdEnQnm0qSOPPplAT7Nu1Nxyi8AKO2dqTrvIDauXlyb05t7P42ncKOuVJy4yWw7Fcavx6t+J+7+NI5rs3th6+FDtfmHUDq4mNKUHbEE3/YDebRtEZendCYtMowqs/fgXLq61XEDKGsORNV8Krr7R8nYNgDtueUo3vkA9QdLjAlsnFB/uBGZvQcZu78g8/e5KMq0Q/3+D2bbUb+3CEXp1mT+PoeMXSOROXhj89F/wNbJYp/yYjVRt19UoHizSDnPpdoWSTVukO55rsjzvz/Ppdr2g3TzXMrlXKptqGeHLynSbxGJF4J5PLcT0b8txLVhd/xGGa+f5Rpnik/Zj9K5EGGL+/JiwwSc63TB7wvz6+diw9fhUrsjLzaMJ2xxH1RuRSg+9QAKexdTGveWAyk6eAWJl/YTOrM9sYdWUajjGLy7TS1Q7FItL1KNG6Rbzi0+x1vdWg4ajQZPT0/T/4UKFWLq1KnUr1+fgwcPUrhwYdatW8ePP/5o9nSMj48P1atX58MPP+S7775j0aJFeW7T19eXMmXK0KZNG3766SdGjBiRZ9rX99+zZ0/s7e1N6xUKhcV7cspreZaoqCjGjBnDhx9+aPbkh6+vL0FBQbRq1Yr169fz6aefvnE7BbFx40Y6duxIp06dTMuKFy9OREQEa9euZejQoWbpt23bRpUqVShatCi//PIL/fv3/z/27js8iuLx4/j7eklvEAIBQui99yK9CIgiiBSlSRMECyqiFKUoKiIgUkRUiiCC9N4JJfQOoQUIaaT3y9XfHwsXjgRMAl/x/M3reXi87E52PxnnZvdudmcfO9DwJB4eHg71UrRoUUaOHMkHH3xAWFgYFStW5MaNG4wfP57bt2/neZcTSP9vdDod27ZtY/jw4fblNpuNbdu2UbduXfvgJEiDPRMnTiQ0NJTSpUs/Nl+jRo3Ytm0bTZs2dVi+detW6tata79rKL/+/PNPvv76a4oXL55r3e3btzl06BArVqygTp06AHz22WccPHiQjRs3Mnr033+Yjo6Oplq1akycONF+l1n//v15++23SUpKsi8raH09qIuDBw8SExODv7+/ffnRo0fR6/XodLpceW7cuMHp06f54YcfGDlyJFu3bqVbt25/X1GFYLXBz6egR1V4t/H9zIHgqYUPtsu4eM/GkQipU//zNfC6H9ffFYZtlHEq2kbtYnAmGvbdkjG/i41m92+IrBMA7X6DlRdgaF0wmGHBCXizFgy/f3Nl05LQ50/48Tj89FIBw8tkeHd+j5Q9i4n/Y6K07OJeLGkJBIxaiiaoNvqqrVC4enP708ZY0xMAMCVGUuLDdWjLNcRw7SjasvVxrf0id2d0I/PcDgCywg4R9N0lPNsMIXHDDED6sik74gKGGwVrv49y5jp32uwyGe7tx5B+YAkpf30OQPbl/VgyEvEdsgRVqZpoK7VE7uJN7JQWWNMTAbAkR+H3zp+ogxtgvBGKukw9dDU6Ejf7VQwXdknbuXaYYtPO4vrCYNK2fOuwW23VtujrdsOamVKwinaILqPloA84+scitn73KQDXjuwhIzmRfjOXU6JKbco3boOLhw/fdW9AZrLUzlNiIxm8YCOlazXi1ukjAHgXL02XD2dQuWVnslKTc+0rqE5TytRtxuJhL3H5wFYAwk+GMPlQNPVe6W/ffz6DO+X780F2XetRGA7/RuamKVKuqwewZibh/uYilIE1UFV4Abnei+RvWmPLkNqLNSUaj6ErUQbVxxx+DGXpumiqdiBlQS9Ml3dL27lxFO8JJ9E2HUjWzu9QlmmEKrgRKQt7Y7q0017GZ+oVtA172/efH077/nTiOhftXNR5gchkaJqNwHR8Gdk7pTv5LTcOYstMQt/rR+QB1VGWbY5M70XGvPbYMpMAsKVEo39zGYqSdbHcOYEisA6qSu3I/LUv5mt7pe3cCsX1/aOoG7yJcf9s5MWqoizfiszfh2K+uEkqczMEmdYDTbPhGPfNKlDuoF5jubtpIdcWjwcg8dRuTKkJ1Pjsd9zL18GnThtU7j4cGVYPU6pU54b4SOpM34RnlcYkXzyMR+WGFGnchZPjOhN/TPpWIel8CM2XX6dk1+HcXDEduVqLf8vXCF/xFXfWzpH2dXovzZZfJ7DLEFKuHCtopaNsOAzL6RWY90v/T7l1CLKSUXebi8y/GoqgZsh0XhiWdIas+3WeFoPmtV+QF6+DNfIk8uK1UZRrS/aq/lhv7gMgO+I42hEHUdbuh/nw/S8a1C4oGw5H2WgYZOd9R/F/vc6d9VjkrLkBpz3PFXX+HD5bOOux34nr3KnbuRMfQ/26fUDCjkXELJc+v6af24M5LZFS7y9HF1wb1+ptULr5cG1sAyxp988VEyIJ+nQj+gqNyAw7gr58A9zrdSZ8ShfSTksXj2dcDqHivKv4dBjGvTVfItPo8e8zhbj1M4lZJn0fnXFhHwoXT1yrt4IVnxUourO2F2fNLXHSdp6Hf/QZTQ+mMFOr1fz66680aNAg1xRsIH2h9f333zNt2rS/3WZAQABt27Zl8+bc00k8af/P2saNGzEYDA5f/D9QsmRJfv31V4eBoGdJLpdz+vRpUlIcDzpDhgzJdRdRSkoKu3btokmTJrRv3547d+5w6NChZ5ZFoVAA0h00IA1kBAcHs2nTplzTBD6sQ4cObNvmOIR88uRJrFarw1SLABcvXkSlUrFhwwZq1Kjx2G127NiRnTt3Yjab7cuioqK4dOkSbdq0KfDftnPnTt59912Hwc8HvLy8WLhwIdWqVbMvk8lkyGQyUlNT87X9UqVK8f3339sHlKKiovj999+pUqUKXl6O92cWpL4AqlevTkBAQK7f2bJlCx07dsxzoHHt2rV4eHjQsmVLateuzcqVK3OVeVbSjdClArxY3nH5g9tSI1Lh0B2oHZBzMABoHAguKhsHb0k/H7oDOpWNxoE5Zbx1UC8ADtwvcy4GUrNltHnoAiaZDNoEw7G70gGjIOQ6d1JDfif1sON7zRgt3casKhKES/U2ZF09bP+iCSDz/C4sWam41OwAgEv1tlgN6WSe32UvY0mLJ/NKCC4129uXaUpWJ/v2uYKFzIMz17mzZpdp3ck4uorMY453kppjpOmRlH5BaKu0JvvaEfuHEgDDxT1Ys1LRVZOml9NWaY3VkI7hYs5UMtb0BLKvHUJX1XEKOpneA69+35O8ZuJTDTRpXN05uXE5pzc79gP3wqXpR30Cg6nQpC03T4bYB5kAwg7txJCeSsXmHe3Lun78Db6lyrJgQDuirpzNta+7F08y5/VmhB3eaV9mMRnBZkOl1hQot7O+PwFkWjeyT6wm+9Qah+WWWKm9yH2DUFdsielmqP0DOIDpyl6shjTUlaTjnLpiS2zZGZiu7LWXsWUkYLp+2F7GHHGG5FkdHcpgkepcpixYnTvr+xOct85FOxd1XiAaN4xn1mA695fDYmu8NFWP3Ls0ynItsNwKtQ8yAZiv78dmSENZXvrspizXAlt2Bubr++1lbJmJmG8dRVm+lX2Z8fgyzDdDcu1LpnFF5uKb79hKvTtRO5cRvdvxOJRxRzoO6QPK4Fu3HcnnQ+wDHgDxJ3ZgzkjFt4F0HPKt2w5zVjrxJ3bYy5hS4kk6e8BeRq5SI5PJMWfmnMPbrBbMGSmo3H3yndlO44bl4losF9c7LLYmSLN3yL1KIQ9qjvXucfsXBwDW8APYstOQB7eUygU1x2bMwBp+IGcjWYlY74TaywAoaryGsmYvTNsnYD7xa8Hz3ufMde6sxyJnzQ3Oe54r6vyfr3NnPfZL2Z2zzp25nTvrMVSucyd5/3KSDzoeQ7MjpWOoumgwbjXbknE5xD7IBJB2dieWzFTc6kjHR7ea7bBkpZN29qHPxqnxZFw6gFtt6XzSrUZbFHp3ErY43tkS/dvHXP+4SYGzO2t7cdbcgNO287z8YwNNsbGxfP755+j1elq0aMGpU6do3LjxY8sXLVrU4Y6jJylfvjwRERFPnJru0f0/axcuXCAoKCjXgMADdevWxcenEB9M8mHw4MFcunSJ5s2bM2TIEBYuXMi5c+dwc3MjKCjIoeymTZswmUy0b9+e+vXr4+Pj80wGEKxWK5cvX+bHH3+kYsWK9v326dOHqVOn/u3f3qlTJ65cucKtW7fsyzZv3kyHDh2Qyx2baatWrZgzZw6BgYE8SZs2bcjIyCA0NNS+bMuWLTRp0gR399y3DP6dBQsW0KtXrzwHZdzd3WnRooXDIOb27du5ffs2zZo1K/C+Bg4cSMuWLTl//jxTp07Ntc+C1NcDHTt2dBhoMhqN7Nq1ixdffDFXWYvFwvr162nTpg0KhYJOnTpx+vRprly5UuC/JT/cNfBJc6hdzHH5nvuzDpb1hptJUNrTcb1CDsXdITxZ+vlmEgS6S8sfVtIDbj1UBqCUZ+4yFpuMiAKeu1kzU4hb+gGGa47TNLrW6QKAMfIy6oAKGB961gIANivme7dQFysHgDqgAqZ74WBznD/XFHvDXkam0qAuVh6VbylKTj1KuV+SCZp1Ba9OBZ9+xpnr3Fmz27JSSF71EcYboQ7LdTWl96A56gqqYuUxx9545BetmOPvoCwqtQOVf3nM8bdztRXzvXCU/uUclnn1moE55ioZBxynaigoQ1oK66e9Z78r6YGqrbsCEHv9EkXKVCTutmM7t1mtJN69RZHSOWd7276fyLfdanPzpOMXjw8YszK5fTYUq9mMXKHAt1RZek1fAjIZx//6rUC5nfX9CWDLSiVj7SeYwx2v4lZXkz50WKKvoChaDktc7vZiTbiNoog0zaCiaHksCbdyZbfEh6MoEiz9YMzEfOsEWM0gVyD3LYNrnx9AJsMQ+nuBcjvr+xOct85FOxd1XiCGVLI3T8By54TDYmUlaWDLei8MuV85LAmPTP1ss2JNikDuK9Wn3K8c1qTcxyJrQri9jDX6Aob1H0FW8iP76oA1PR5bZgL5Zc5I4coP75J88bDD8iJNpEtG029dwqVURTIeeuaPFMJKVkw4LoHSccilZEWyom/mel5BZtR1exlzRiqR23+l1Cuj8KjcEKWLB6V6vItbUFWidi3Pd2a77FRMOydjjXR8zqCifDspYtxV5L7BuefOt1mxJd9F7iN9iyHzKYst+U6uOrcl3UbunfNNh/XaLgzzmmI5k/fUtfnlzHXurMciZ80NznueK+r8n69zZz32S9mds86duZ076zHUmplC1M/vkRnm+PnZvb70+dkQcQlNiYpkRz1yrmi1Yrx3C02AdHzUlKiI8V54rmOoMeaGvYwuqAaWjGSUnkUo88Vuqq5Mp9JPdyjSfVyhsjtre3HW3IDTtvO8/M+mzluwYAE///wzID0Hxmg0EhwczKxZs1AqlVitVvudGw98/vnn/PWX49V1p0+f/tt9PRg0SE9Ptw9OPWn/j5vC7Ulq1aqV5/JDhw6h1+tJSUkp8OBF586dcw0gFObZQR06dMDf35/ffvuNQ4cOsX+/dGVh6dKlmTZtmn0qN5CmzatZs6a9Djp27MjKlSu5d+8eRYoUKdB+33rrLfsdTEajEZvNRt26dfniiy8eO9jxOMHBwZQvX55t27YxbNgwLBYL27dv54cffiAkJO8vI/+Ou7s7TZs2Zdu2bTRpIo3ib9myhYEDB2I0Ggu1zfw6deoU48aNo127drzwwgsF/v2xY8cyevRofvjhB/r378+6descnhlWmPrq2LEjixcvJjY2lqJFi3Lo0CG8vb2pXLlyrrIHDhwgLi7OPgjVoUMHpk2bxqpVq5g4cWKB/57COBcDP52EF0rbKOcDaUZwyeNmRBe19KA+eHwZvVq6uuFBGXB80N+D7UBOuaehDa6Hd5f3ST+1GePdS8h1Hg4Pc3zAakhHrnMDpPl58yyTlY5cJ/Ut6hJVkClVqIuVJf6PSVgyk3Gt3RnfXlORu3iRsHrSU+V25jp31uzqoDq4dRhD1tmtmKIuI9e5YzXkvgvSlp1mbysynTu2PMpYDWnItW72n3U1O6Or2YmYSY+/qONplKxej1aDx3JxzyZirl9E6+ZBdnruNpydkYbGNSdXzPWL+d7Hy5/NplHPtwDYNnsS0VfPP3VuZ31/AihL1Ubf+h2yL2zDEnMFmdbd4aHCD9iyM5BpXQHul0nPo0w6sofaywMur36FrvGbAGRsmY4l+tJT53bW9yc4b52Ldv6gjKjz/FCUqIWm+duYLu/Aei8MmcYNsvOoT2N6Tp1r3BwfyP6AMQOZxvWx+1I3GoSyTGMMWyZLk+U/BY+K9Ql6/UPuHd5I+q2LKF08MGfmrk9zZjpKvVSfKhcPzBlPLgNwbfGnuAVXp+GcnPPqa0smEru/8M+3fZgsoCbKhsOxXNuJLf4qaNzzrE+bMR00D9p53nX+cBlA+oLhf8SZ69xZj0XOmhuc9zxX1Lnkn6xzZz32g/PWuTO3c2c9hurK1aPIy2NJPb6J7IiLKPQeWPI8D0xDcb+tKPTuWDNztxXLQ+eKCndfkCspPX4D8ZvmELvqc9xqtKXoaxOQa/TEFHDqvLw4a3tx1tzgvO38fzbQ1KtXL/r16wdIU7t5enri5ia9UYxGIzKZjOTkZIffGTlyJG++KXX8O3bs4JtvvsnXvtLSpDemq2tOpT1p/4Wxbt26PJc/eLaNl5dXrufi/J2FCxdStGhRh2WxsbH23AVRs2ZNatasidVq5cqVK+zfv59ly5bx1ltvsXPnTnx8fLhy5QoXL17k009znm/x4osvsmzZMlavXs3bb79doH1OmTLFPnWdUqnEx8cHrVZb4OwPdOjQge3btzNs2DCOHTuGVqulVq1ahR5oerDNr776ikmTJhEZGUl4eDitWrXKNYXcs7Rr1y4++OADateune82/KhKlSoBMGvWLFq2bMmaNWtyPWuroPVVtWpVAgMD2b59O2+88QZbtmzJ824mkAYkfXx8aNiwIQC+vr40bNiQDRs2MHbsWPR6faH+rvw6FQ1vb5KuKph6f3ZN6xO+i3gwXvuk7yvk+SjzcLnC0pZrSPEP1mCKu0XMQumZbLInDbw+CPSE56TZ7l+9Yoq5zt0Z3cgOP4UlLR6ArIv7kKt1eHUaTdKmmViz8jdV46Ocuc6dNbs6uAF+I1dhib9N4i8j7od7fFt50A6e3J6kMnJXH7z6fkfynxOwJEYUPuRjlK7ViIHz1pEYeYtV4wf/bS7bI1dg5dexP3/mzOZVVGzekXYjJ6BQqdk+Z1KhtgXO+/4EUAbVx/2t5VgS75C+4p37uZ4u+6NXOgFkH1mG8dRaVJXaoO/wETKFmsytXxY6t7O+P8F561y081zhcy0SdZ5DUbIu+n6/Yk2KwLD2vfu5npD9QX+ej2PRo1QN+qPpOAnT+Q0YDy8sZGKJZ5XG1J66nqyYcC58PQgA2VPmtt3Prfb0o+EPR7BZTJyb/gbZ8VH41mtPcL9PsRgyuP3nrKfKLi9eB3WPn7GlRGDcPJb74R//C/lq5083aJcfzlznznosctbc4LznuaLOcxWSsv0P69xZj/3gvHXuzO3cWY+h+gqNKP3JOoz3bhExd/D9TPk4l8pHGblSjULnSuyqycRvlB71kXFhPwoXT3y7jObe2q+w5jEom1/O2l6cNTc4bzuH/+HUeR4eHpQqVYpSpUoRGBjoMMijVqupVq0ax4453irr7e1t/52CTDN38eJFSpcu7TDV3pP2XxgPtvXovwd3JNWqVYtbt26RmJiY5+9Pnz6dOXPmOCwLCAjItb2C3m0VExPD5MmTiYmJAaRBtcqVKzN8+HB++eUXMjIyOH5cenDw2rVrAZg2bRqVK1emcuXK9O3bF4A///wTawG/CCxatKg9d/HixZ9qkAmk6eAuXbrE7du32bJlC506dXqq7YE0fV56ejrHjh1jy5YtvPDCC//TQZJly5YxatQoWrZsyfz589Fo8j/vb3R0dK4BML1eT4kSJbh3716u8oWprwfT52VnZ7N79+48fycxMZF9+/aRkJBAtWrV7G3l8OHDpKens2nTpnz/TYWx9RoMXic9kO/nbuB5f+5UNzVk5nFVQIZRWgfS1QQZ+SjzYNnD0h9zRUJBuDboTolxmzHHR3B3+os5D//MTEGuy311r1znZp9n2ZqZilz7mDJZ98tkpZJ5bof9iyZ79jPbkKs0qAMqFCq3M9e5s2bX1X0Zv3fXYU68y73vXsKaId17bc1KdbiK7QGZ1h3b/S8SrVmp0tXmj5Br3e1fNnr1mYkp+goZh5aCXCH9k7b00OvCqdGhB0MXbyM5OoL5A9qTmSK1c0NaChqX3G1Y4+qOIb1wX4JGXDjJjeMH2PztOE6s+40XBr6HXFm4a2Sc9f0JoK7VDY/hf2JNukvKvO7256bYDKl53jkg07rar5K0GdKQaXJPRSzTuuV5JaU54gym64fJ3Pg52cdXomv1NsgLV+fO+v4E561z0c4fLSPq/EmUVbuiH7ASa3IUmT+/hu3Bg4Wz00CdR31qXKV13K9zdR53Lj1UJucXZWg6TEDXZSrm8+vIWj0y9+8VgP8LPaj79XYM9+5w/IN2mFKlOjdnpKDU586kdHHDlJHy5DJ6N8z3yxTvNAhd0ZKc/PhFonetIPHMPq4uGsftNd9TftBUVO7euX4/vxSVOqN+fTm21CiyV/TOmVYwO+/6lGlcc67qf0ydyzSukF34wcb8cOY6d9ZjkbPmBuc9zxV17uifqHNnPfaD89a5M7dzZz2GejTuQZmJ2zDFR3BzUnss988VrZkpKPI6V9S7Y7l/F5MlM9V+J9zDFDo3LPfPJx/cFZV6YotDmbQzO5CrtWgCKxU6u7O2F2fNDc7bzh/4x57R9Kj+/fsTEhLCwYMH81wfHR2dr+3ExMSwe/duunTp8izjFVjHjh1xcXFh/vz5udbduHGD33//HWUhvxx7ErVazerVq9mwYUOudQ+m8vP19cVkMrFhwwaaNm3K+vXrWbdunf3fiBEjiIqKsk+597wEBQVRsWJFtmzZwo4dOx57t01BuLq60qxZM7Zt28bWrVufyTYfZ8WKFXzxxRf06dOHmTNnOjyvKT+uXLnC6NGjuXkzZ87N1NRUwsPDCQ4OzlW+MPXVsWNHTp06xZo1awgMDMxzuxs2bMBkMvHDDz84tJN169bh7e39TJ7p9ThLTsHY7VDDH357BfweOm8s7QV3Hpnn1GKFu6lQxiunTGRq7qsU7qTklHnwIMBHt3UnBVRyG4Eehcvu1Wk0xd7+FcO1UCKmtMOSHGNfZ4q+hqroI3Utk6PyK40xSnoYpDH6GsoipXNdgaAuGmwvoylVA4/Wb+UqI1dLg7yPfgmVH85c586a3a3tSHwGL8Z48zj3vumENSXWvs4cew1lEcdn6yGTo/QtiSnmKgCmmGsofUvmagfKIkGY7j+IXl/nJbQVmhH4YzyB8xMInJ+A0rckLo1fJ3B+ApryTQseHGgx4F36fLOU22eOMu+NVqTF57TzuPCr+JZ0bOcyuRzvEqW5dzP/z3crGlyJei+/kWt55KXTqDRaXDwL/rxDZ31/AuhajsCt3wJMt06QMqcrttSc9mK5dwOFb+72IvcuhSX26v0y15H7lMqVS+EbZH/osqJoeTT1X8+1b3PEOWQqLTKXgn/B56zvT3DeOhftXNR5QaibDEXX8wcsEafI+OkVbOk5FzVZ428g98mjzr1KYo27llPGKzB3Lu/S9jIAKFToei1A03Qo2SHzyVo9CqyWQmUGKN3jPaqPX07ypaMce7clxsScOs+IuIo+oKzjL8jl6PyDyLhzxV5G5x+UK7e+eFkybktldEVLkp0US2bkdYcySecOIldrcu8jn5T130L10myskafIXt4TMuLs66wJN5F5lXL8BZkcmUcgtgQphzXxJjLPEoBjdplXaazxjzwP5Bly5jp31mORs+YG5z3PFXX+z9e5sx77wXnr3JnbubMeQ327vkvJd5eSefUoNz5rhfmhc8XsqKuo/R85V5TLURcpTfbdKzll8jpXLBZsL2OMlv5GucrxQneZQgWAzWgoVHZnbS/Omhuct50/7LkNNL344osMGDCA4cOH8/XXX3Pu3DkiIyM5fPgwY8aMYfbs2fZpux7IzMwkLi6OuLg4IiIi2LVrF4MHD6ZEiRIMGDDgf5r3wX4f/ZeaKo0Ient7M3HiRJYtW8Ynn3zCuXPnuHPnDuvXr2fQoEFUqlSJ/v37P/Nc3t7eDB48mO+//57vvvuOy5cvExERwd69exk5ciQNGjSgbt267N27l6SkJAYMGED58uUd/g0aNAhXV9f/6QBCfnXs2JGffvoJb29v+/Rxz2KbmzZtIjIykubNmz+2XGxsLAcOHMj1Lz/Cw8OZNm0abdu2ZejQocTHx9vbyIOpHf9OkyZNqFixIh999BEXLlzg4sWLvPPOO3h5edG9e/fH/m0Fqa9KlSpRqlQpvv322ydOm1erVi3atGnj0E4qVqxI7969uXjxIufPP/1zUh71xwX45rCMDuVgQVdwe+RmsMaBcDwKErNylh2OgEyTjMYlpZ+bBEKGScahh6YbTcyCE1HYy9T0B53Kxo6H+libDXbdgHrFQV2Ii4M8Wg3Cr/d00kLXcHfGS7mmsMk4vxt9xaYo3Hzty/TV2iDXuZFxfhcAmed3odC5o6/W1l5G4eaLrmITMs/vBkAdWIWiA75HX6Wlw/bdGryKKe42prhbBcrtzHXurNldmvfHs8cUsk7+Rdz33e1XtT1guLgXTbkmyF1zBlO0VVoh17phuLgHgOxLe5Hr3NFWaW0vI3f1QVOuMYZLUpmYqS/k+mdJjibr7DZipr6A8faZggUHGvYcTJexX3F2258sGto5111KVw/voky95rh45bTzCk3aonVxI+zQznzvp0SVOrw29SdK1WjgsLx847akxkWTnpD7Ds8ncdb3J4C28Ru4vDQZ45n1pC54Lddc9cawvajKNkbmktNeVBVbIte6YryyTypzZR9yrRuqiq3sZWQuPqiCG9nLKEvWxK33bJSl6zpsX1XxBawpsdjS4ygIZ31/gvPWuWjnos4LQlWvL9qOEzBf2Ejmr33gkTuQzNf3oyzdEJk+5ws4ZdkWyDSumK8dsJeRad1Qln3BXkam90ZZuiHm6znnz7pXvkNZqSOGzRPJ3vZFgbM+rETnt6gwbAYx+1dz8uNOmDMc6zzh5E68ajRH5ZFT575126HUu5FwQjoOJZzYidLFHd967XPqw8MXr+rNiD8plcm4E4baww99ifIO2/es0hibxUJW7O0CZ1fU7I2q9XgslzdjXPVmrjq3hh9EXrIB6HLqXB7UHJnGFWv4AXsZmcYNeZkWOb+o80YeWN9e5llz5jp31mORs+YG5z3PFXX+z9e5sx77wXnr3JnbubMeQ73bDibgza9IOfwn4VM653rWUtrZXbhUbi49Y+k+txptUejcSDsrHR/Tz+5EoXfHrWY7exmFuy8ulZqRdlY6n0w7swOb1Ypn09cctu9erzPm1HgMdy8XOLuzthdnzQ3O284f9T97RlN+fPTRRzRt2pSVK1fy9ttvk5SUhKenJzVr1uTHH3+kVatWDuV//vlnfv75ZwBUKhXFihWjU6dODBw40GHavP+Fpk3zvlrghRdeYMGCBQB06dIFf39/Fi9ezIgRI0hNTaV48eJ0796dAQMG2J/n9KyNGTOG0qVL88cff7B8+XIMBgMBAQF07NiRoUOleeLXrl1LUFAQTZo0yfX7rq6u9OjRg19//ZWoqKgCT9/3LHXq1InvvvvumQ7KtWrVik8//ZSOHTs+8S6jw4cPc/jw4VzLw8LC/nYf27dvx2QysXPnTnbudPxC9eWXX+bLL/9+7l+1Ws2iRYv46quvGDx4MEajkaZNm7Js2TKH5489rDD11bFjR3788cc8p827cOECV69efeyzpXr37s2iRYtYuXIl1apVy/c+/05cBnwVAsXdbLxeDS4/cr4X6AG9qsGKczB4PYyoB8kG+PYwNCtlo1YxqVzd4lCvuI0Pd8D7jcFTCz8cA3c1vFZVKqNTwYCa8ONxUMmhVjFYewkuxcGSlwueXeFRFL8+X2G6d4vknfPRlq7psN50L5yU3YvwbDeM4h9vIvGvachdvfHrNYWMM9sxXAsFICvsEJmX9lNsxM/ErfwUa3oiPi9/giUzheRdiwBIP/YX2S++i/+wn4j/YxLm5GjcG/XEpfaLRM/uU6A5V525zp01u9y9CJ49p2GOv03a3kWoS9ZwWG+OCyd9/2JcWw3B7911pG78CrmrFx7dPyfr/A6MN6XpZrOvHcYQdhDvQYtIWTMBa3oS7l0+xpqVQvr+xQCY8vjgYTObsGYk5rnu77j5FqXrR9+QeDecQyvmUbxSLYf1CRE3ObxyAU36jGDI4q3s/GEKek9vOn8wncsHtnL7zNF87+vcjjW8MPA9+nyzlG2zJ5GeGEftzq9TpVVnVnw0AFsB2rmzvj8BZG5FcOn2BZaE22QdXIyyRHWH9Zb4WxhCfkHXbDAeI/4kc9vXyFy8cekyAeOlXZhvSdPmmm8ewXgtBLe+P5Kx8XNsGYnoO4zFmpWC4dASALLPbETX8m3c3lhA5ubpWDMS0NTpjqZqB9KWjfh/07c4a52Ldi7qvEB17uqHtuMkrEl3MIYuQVHM8XzOmngLU+hvqBsORD9gJdl7ZiLTe6FtPx5T2G4sESek/ze3QjHfPIyuxxwM26diy0xC0+p9bIZUjKG/AaCs2A5VjZcxXd6OJeIUihK1HfZlib4Alvw9LVntVZSKw78lMzqcO+vm4V7OcVuZUTe4s2E+Jbu9Td0Z27jx2xeoPHyo8NaXxIVuJfnSEQCSzh8k8cw+qo/7jbBFH2NKSaDsmxMwpycTsUGameLu1p8p2W0EdaZv4sZvn2OIi8SnThtK93yPO+t/wJgUmyvfE7n4oWrzGdbkCCwnf0XmX9VhtS3pNuZTy1DWfRPN68swhXyPTOeJquU4LDf2Yo08Jf2/iTiG5fYR1F1nYdo7HVtWMqqmY8CQivn0soJlygdnrnNnPRY5a25w3vNcUef/fJ0767EfnLfOnbmdO+sxVOlZlIAB32CMDSd+6zx0QY6fn7Njb5KwfQG+HUdQZsJWYv+YgtLNG/9+00k9tZXMMOnzc8alENIv7CNw9K/ELB2HOS2Roq99hiUzmcTt0nfRxthwErbOw6/b+9gsJjIuHcStTie8WvQh8qfRYDEXKLuzthdnzQ04bTvPi8xWkG9sBEEQnhHznJwrFtdegs/2yB5bdkprGy9XgmsJ8OVBOBMDLipoVQbGNgGXh8YPUwwwIwT2hEu3utYqBh81zbm1FaTlC0/A6ouQlAXB3vBOQ2hWKve+H1COump/fbVvznO+3Ju/gf+Q3FNmPhCzYAipB5ehLlEZv74z0JVriNWQRvrJTcStGIftoYcyyvWe+PX9Ctc6nUEmx3D1KPeWf4gpOmcKGoVHUXx7TEJfvQ0KVx+Mdy+RsO5LMk7l/eys8ssy7a+duc6dKfvDuSOGeNpfuzTpi/ebcx+bO2HJCDKPrEAVUAnP16ajDq6PzZBO1pnNJK/+DFt2TluR6T3w6jENXc0XQS4j+3ooyX98gjn2+mO3X2zaObKvhuQ8qDYPgQuT7a8/qJxTUfVeeZPXpix67O+t/GQQJ9Ytxb9sFbqO+4bSNRuRnZHGhT0b2DTjI7Iz83746PBfpIH5H/u3dVju6lOEjqM/p2Kz9ug9fYgOO8+uBdO5tDfvdv7NpZwvKp3p/QmO79H4MX7215oGvXF7/fvH/l7ailFkH1uJwr8iLi9PQRVUD1t2Otnnt5K5fiK27Ax7WZnOA5duX6Cu1hFkcszhx8hY9ymWezmXYMlc/XB58RNUlVojd/HCHHWJrB0zMV7cnuf+fWflnLk70/sTHN+jzlrnop2LOi9Inad+Wtz+WlX7NXSvzHzs72WteRfT6T+QF6mA9sXJKALrYjOmY768HcPWz8GYU+doPdB2moiqUnupzm8fJ3vrZPvUHNru36Ou9epj95X2TQNsyXcdlrlPibS/3t4655rI4h36U3XsT4/d1vkZA4na/huupatQccRMPKs0wpyVxr1D6wmb/yGWrJw6V7p6UnH4NxRp8hLI5CRfPMyVee+TeTenb1B7+1P+rWn41e+IXKMnM/IaEet/5O6WxY/N0H53zhc5WdNL218rqvdA/eLXj/0946YPsJz/E5lveVRtJiAvUQeM6Viu7sS0Z+ojde6OqvVnKMq1A5kMa+RJTLu+wJZ4M89tK5uOQdVsjEOeR+nG3bK/duY6d6ZjkbOe4z6a3ZnOcx8+xxV1/s/XuTMd+8Hx+O+sde7M7dxZj6HnuudUlFerNwl8+/GfnyPmDiJp71I0gVUIGPgNLhUaYclKI/XYBqJ//QjrQ+eKChdPivX/Gvf6XZHJ5GSEHSZ6yViyo3LqDJkMv67v4t12MCrfQGmAa8N3JO5e8tgM1dfkfIZ2pvbyXzmGOms7/ztioEkQhOfi4QOCM3jcQNO/3eMGmpzB404g/u0e92HQGTxuoOnf7nEDTc7gcV/A/9s9bqDJGTxuoOnf7nGDHs7gv9DOnbnOHx5o+rd73ECTM3jcQNO/3eMGmpzB4waa/u2c9RwXnPc893FfwDuD/0KdO9OxHx4/0PRv919p5856DH14oMkZPG6g6d/uv3IMddZ2/nec60zy/5lhw4YRGhr6xDIPpsR7VurWrYvF8vgH9Pr4+LBr165ntr//L7p27UpERMQTy4SGhj5xaj9BEARBEARBEARBEARBEARB+LcRA03/YpMnT8ZgMDyxzLN+ntLatWuf+PwLhaIQTzQTmD9/PiaT6YllVCrVP5RGEARBEARBEARBEARBEARBEJ4NMdD0L1a0aNF/fJ8lS5b8x/f5/8GzHhAUBEEQBEEQBEEQBEEQBEEQhH8D+fMOIAiCIAiCIAiCIAiCIAiCIAiCIDgnMdAkCIIgCIIgCIIgCIIgCIIgCIIgFIoYaBIEQRAEQRAEQRAEQRAEQRAEQRAKRQw0CYIgCIIgCIIgCIIgCIIgCIIgCIUiBpoEQRAEQRAEQRAEQRAEQRAEQRCEQhEDTYIgCIIgCIIgCIIgCIIgCIIgCEKhiIEmQRAEQRAEQRAEQRAEQRAEQRAEoVDEQJMgCIIgCIIgCIIgCIIgCIIgCIJQKGKgSRAEQRAEQRAEQRAEQRAEQRAEQSgUmc1msz3vEIIgCIIgCIIgCIIgCIIgCIIgCILzEXc0CYIgCIIgCIIgCIIgCIIgCIIgCIUiBpoEQRAEQRAEQRAEQRAEQRAEQRCEQlE+7wCCIPz/ZFtc7XlHKBDZoPP217ZjfZ9jkoKR1V+W80PSH88vSGF49cx57UzZH8odMcTz+eUohMCFyfbX5jnln1+QAlKOump/nTW99PMLUgi6cbfsr237Oj+/IAUke2GT/bVtS6vnF6QQZJ322F87U3t5uK04VZ8IDv2is7ZzZ65zp8rurLnBIfvVvvrnGKRgyi/LtL/+s5lzfT3w6kGz/bXoz/8hzvoefSh36qfFn2OQgnOfEml/bYv9+TkmKRhZ0YH21+e6q59jkoKrvsZof+1M7cVZ2wo4thdxrvgP+Q/0506VG5w3+8O5/4a4o0kQBEEQBEEQBEEQBEEQBEEQBEEoFDHQJAiCIAiCIAiCIAiCIAiCIAiCIBSKGGgSBEEQBEEQBEEQBEEQBEEQBEEQCkUMNAmCIAiCIAiCIAiCIAiCIAiCIAiFIgaaBEEQBEEQBEEQBEEQBEEQBEEQhEIRA02CIAiCIAiCIAiCIAiCIAiCIAhCoYiBJkEQBEEQBEEQBEEQBEEQBEEQBKFQxECTIAiCIAiCIAiCIAiCIAiCIAiCUChioEkQBEEQBEEQBEEQBEEQBEEQBEEoFOXzDiAIgvComDQbXX42MfdlJQ1K5oyH771uZd5hC2FxNrx00KGCnHeaKXBRy+xlYtNszNhnISTcitkKNQNkjGmmoFqxnO1YbTaWHLey6oyFmDQo4QG9ayvoW1vx9NkTjXQZd4G5Y8rSoJJ7TvbTycxbF0VYRCZerko61PfmnVeL46LN2WdsopEZKyMIOZeC2WKjZjlXxrxagmplXOxlso1W6gw5hdlic9ivXiPn1E91ni77vRQ6957LD1/1pkGdoJzsIWH88PNewq7H4uWhp0PrKowe0hoXvSYn+71UZszdxsGj1zGbrdSqFsiYYW2oVqm4wz5CQq/z3fxdXL95Dx9vF/q82oCBvZsgk8koLKfKLZPh0qw/ri8MRulbCmtaPFlnt5CyYTo2QxoASr8gPHtOR1OuETarmawT60heO8m+HkCmccHjlUnoa3dFpnEh+9phkv/4BHPs9bx3q3HFf+Jhsq+GkPjLiIJlvs9qg9UXYeV5iEgFHx20DIKRDcBVLZW5nQxfhcCpKFDIoX1ZeK9xznqADCPMPAI7b0CmCeoGwEdNIcjLcX9Lz8Lyc3AvHcp4wzsNoHnpwiSXoajVG2Xtvsg8S2LLSMB6bSemg9+BMV0q4VUKVevPkAfWB6sZy5UtmPZ+aV8PgEqPquXHKCp0BLUea8QxTLu+wJZ4M8+9ysu2RtNjMVnTCxU6l5gkE10m32Hu8GI0qKC3L997Lp15mxMJu2vEy1VBhzquvNPVBxdtTp8Xm2Rmxpo4Qi5mSv1iGS1jXvKhWmmtwz7O3Mxi5l8JnL9lQK+R07SKng+7++Lj/nSnizHJFrp8FcvcQT40KJvz/tt7MYt5O9IIizLh5SKnQw0d73Ryx0XzUPZkCzM2phByxYDZAjVLqxnTyZ1qJaVGFXo9mzd/iH/svke2d2NkB/fHrs/tP9JenKlffDi3M7dzZ61zJ83tdNllMjxaDsKzzVuoigRhTo0j4+QmEtZOwZolHd9VRcvg12cGugqNwWomLfQv4ld9al8P0vHfr9cUXOt1Q651IevKIe4t/xBT9DV7GX2VlpQYtzlXhPTTW4n6tnuBc5fp+hZlXh6Ga7EyGJLvER2ykYuLJ2HOlHK5FA+mxqhv8a3eFJvFzN19f3L+x3H29QAKnQvVhk2nRItXUOpciTt7kLNz3ic94qq9jNLFnWrDplG8+csoda4kXzvDpSVfcO/EroJlzgkv+nPRt+SPTIaqbl/UDd5A7lUKW0Y8pss7yN7zDWTfbyvepdF2moSyVH1sVgvmC5sw7JhqXw+AWo+23XiUVTohU7tgvnWU7K2TscbfyCmjcUXT8l1UlTsgcy2CNfE2xmNLMR3/DWw2nkbMvVS69P+ZuVNfoUGtkvblew9fZ94vhwm7eQ8vDx0dXqjIO4Oa4aLPOUGPjUtjxo97CQkNx2yxUrNKAGPeak61isUKtK98k8nwbjsYnw7DUBcJwpx6j9RjG4ld9bm9z1P7BxMw4BtcKjXBZjGTcmQN0Us/cegT5VoX/PtOw6Phy8i1rmRcPkj0krFkR1112J1Xy374dnkXTbGymJNjSNzzG/fWTAOrtVDZRXv5h9vLw9sS54qiP/9/kN1Zc4O4o8nptWrVigoVKtj/VaxYkdq1a9O3b1+OHz8OQL9+/XKVqVWrFq+++io7d+60b2vt2rVUqFDhsT8/LDQ0lAoVKnD37t18Z61QoQI9evTAYrHkWtevXz8+/vhj+882m43ffvuNl156ierVq1OnTh369OnDtm3b8tx2eno6NWrUoHHjxphMpnxnevTvefhflSpVaNasGePHjyclJSXX71itVgYPHsycOXMcln/88cdUqFCBYcOG5bmvzZs3U6FCBfr165fn+gkTJjjUBcCcOXOoUKECXbp0yfN3zpw5Q4UKFWjVqpV9WatWrXJle5zbt29Ts2bNXP8/o6Ojee+992jSpAn16tVj0KBBXLt27TFbeTaiU20M+sNEWrbj8p1XrYxYa0avhlldlYxrreToHRsDVpkxW6WTrLRsG71XmDhy28roZgpmd1NSwkNGv9/NnIvOOYn8ao+Fr/dZaFxazrxXlPSro2DuIQtf7jE/XfaEbAZ9FUZapmMb33kiiRHfXUOvkTNrZDDj+pbk6KVUBkwPsw8YpWWa6f3FZY5cSGX0qyWY/U5ZSvhp6Df1Cudu5JyQXr2bhdli4+thZVg5sZL936+f5P1ezXf22BQGvvMraekGx+z7LjF87HL0OjWzpvTkk3c7cvTETfqP/AWzWfo709INvD50EYeP32T0kNbMmd6L4gFe9B22mHMXc9rUmQsRDHt/GWVK+TLny9fp0r4GX8/dwaKlB//f5HZrPxqv17/GcH478T/2IW3HHPQNe+E77DcAZDoP/N7fgNzdj4Qlw0lZOxl9ve74DFnisB2fwT+hr9ON5LWTSVwyHIVnAEXe34hM75Hnfj17TkPp+3Qn9YtPwdT90LwUzOkE/WvBhiswZqv0OSc1Gwaug4RMmNYGxjSCrdfgvUe67Q93wI7r8G4jmN4GYtNhwF+Q8tD/wl9Ow9ch8FJF+L4TlHCHkZvhZFTBcysbDkPVbjKW63sxrhmC+dhCFNVeQf3Kj1IBjTvq11cgc/HFuOl9TPtmoKjUBfXLPzhsR/3S9ygqdsK07yuMG99D5uqPpvfvoM09iCEv2RB11+8LHvYxohNNDPo+irQsxw/DO0+nM2JetNS3DPFnXE9fjoZlMuC7uzl9S5aF3l9HcORKFqNf8mH2UH9K+Crp981dzoXnVPqF2wbenBmJXiNnzvBivP+KL4cvZfL2j9FPlz3JzKD58aQZHD8M7zyXxYjFiejVMma96c24bp4cvZ7NgHnxD2W30ntOHEeuZjO6ozuzB3hTwltBv7nxnLttBKBKCRUrR/vl+teonAZXrYwXa+sKlPc/0V6crF+053bmdu6sde6kuZ0xu1fn9yjy5kwyzmwj6rvXSNryPe5Ne1PsnRUAyPUelBi3FaVHEWIWDCF+1UTcGr1KsVHLHLZT7O1fcK3/MvGrPiNm/lsovYoR+Mk25HpPexlNqepYMlO4M7GFw7+4FY6fL/KjQu+x1Bwzm5gjWzn8SXeu/j6Tku370mjKagBUrh60+H4nWq+iHJ82gAsLxxPY+jUafr7SYTsNJiyjRMtXOb/gE45N7Y/OL4AWs3ehcpVyyxQKmn+3nVLt+nJt1SwOj3uF+LMHafLVegKadS1wbhD9uehb8k/dbATazlMwh+0mc8UgskMWoKr1KvrXF0kFtO64DPwDuasvWWvGkL1zOqrqXdG/Nt9hO7oeP6Cs2pnsHdPJWjMauXsx9AP/AG3O+bn+tR9R1epJ9qGFZC4bgDlsF9rOX6BuMbrAuR8WHZvKoPf/IC3d8UP0zgNXGTFuDXqdilmTXmLcqNYcPXWbAe+uxGyWjrdp6dn0fns5R07cZvTgZsz+ohslinnSb9QKzl3KffL9uH0VhF+3Dyg++HvSTm7l9oxXiV//HV4v9KXU2FWA1CeWmbQdpUcRIuYMImb5p3g06Ump91c4bKfkmKV4Nu5OzPLxRMwZiMq7OGUm70Dh4mkv49NhGCVGLCLt9HbCp3YlcdfPFOn+Mf69Jhcqu2gv/3x7sW9LnCuK/vz/QXZnzf2AuKPpP2DgwIEMHDgQkAZokpOTmTlzJoMHD2br1q0AdOzYkfHjx9vLZGRk8NNPP/HOO++watUqqlev/o9kPXfuHIsXL2bIkCFPLDd79mxWr17NJ598QrVq1TAYDGzdupUxY8bw5Zdf0q1bN4fymzdvxsfHh7i4OHbu3EmnTp0KlW/16tUUKyZdhWGxWAgLC+Pjjz8mPj6eBQsW2MsZjUYmTJjAwYMHqVGjRq7tqFQqDh06RHp6Oq6urg7rtmzZkucIsdVqZdasWaxatYqXX345z21evXqV8PBwgoKCHNY9bpv5cePGDYYMGUJWVpbDcqPRyJAhQ/D09GT+/PlotVrmzJnDm2++yaZNm/D29i7U/h7HarOx7oKVGfsseV6cM/eQhWAfGYt6KFErpL+1bgkZ7RaaWHveSs8aCtacsxKZAit6K6ldQhpHb1JaTlKWiel7LPzeR05Spo1lp6z0qC5nUrucLtDfTcbbf5npWcNGGZ+C1aXVamNdSAIzfo/ARu7wc9dGEhygZdGH5VErpVx1K7jR7v1zrD0QT8+WfqzZH09kvJEVn1Wkdnk3KXs1D5LSzExfHsHvEyoBcOVOJkqFjPb1vVCrnv5aAavVyrotZ/hqzvY8r4qa89Megkv78tOsN1CrpPqqW6M0bV/9jrWbTtOzW13WbDxFZHQyKxYMpk6NUlL2BmVJTs5g2qytrFz0lrStRXuoVL4YX096FYDmjcphNluY/8sB3ujZCK1W9d/OLZPh3n4M6QeWkPLX5wBkX96PJSMR3yFLUJWqibZSS+Qu3sROaYE1PREAS3IUfu/8iTq4AcYboajL1ENXoyNxs1/FcEG6yjf72mGKTTuL6wuDSdvyrcNutVXboq/bDWtm7gHz/LLa4OdT0KMqvNtYWtYoEDy18MF2GRfv2TgSIQ0W/fkaeN3/bt/fFYZtlHEq2kbtYnAmGvbdkjG/i41mUpVTJwDa/QYrL8DQumAww4IT8GYtGF5PKtO0JPT5E348Dj+9VJDkMpQNh2E5vQLz/hnSoluHICsZdbe5yPyroQhqhkznhWFJZ8hKAsCWFoPmtV+QF6+DNfIk8uK1UZRrS/aq/lhv7gMgO+I42hEHUdbuh/nw/S+l1C4oGw5H2WgYZKflkadgrFYb646mMePPuDx6Fpi7KYFgfzWL3imOWnm/Xyyno92nt1h7OJWezTxYcyiVyAQzK8aWoHZZ6X9Mk8ouJKVbmb46jt8/DATgmzXxVArUMG9EMeRyaVuuWjnT/ojjbryJEr75f3/as5/IZMaGVGx5vEfnbk8luIiSRUN9c7IHq2k3JZa1xzLp2ciFNaGZRCZaWDHKl9plpKu0mlTQkpRhZfq6FH4f7YerVk7N0mqHbe+5kMWRa9nMetOboCIFye3s7cUJ+0WcvZ07a507Z26nzS6T4d35PVL2LCb+j4nSsot7saQlEDBqKZqg2uirtkLh6s3tTxtjTU8AwJQYSYkP16Et1xDDtaNoy9bHtfaL3J3RjcxzOwDICjtE0HeX8GwzhMQNUr+lKVWd7IgLGG4cL1Dd5pW7Qp+x3NywkAsLpM+R907uxpiaQMPJv+NVoQ5F6rVB7e7DrkH1MKZIubPuRdL0m034VGtMwvnDeFdpSEDTLoR80JmYUOnqk/hzIXRadZ3gl4dzZel0ijXujHeleoR+3o+Inb/b9yVXqqk5+nuiQjYW8Op90Z+LviX/709NsxGYji8je+eXAFhuHMSWmYS+14/IA6qjLNscmd6LjHntsWXebysp0ejfXIaiZF0sd06gCKyDqlI7Mn/ti/naXmk7t0Jxff8o6gZvYtw/G3mxqijLtyLz96GYL26SytwMQab1QNNsOMZ9s/Jd1zl1bmPd9gvMmLc37/OtJSEEl/Jh0Tc9UaukmTTqVg+k3esLWLv1HD271GTNlnNExqSw4oc+1K5WQqrzekEkpWQyfe4efp/XN1/7yjeZDL9uH5CwYxExyz8FIP3cHsxpiZR6fzm64Nq4Vm+D0s2Ha2MbYEm73ycmRBL06Ub0FRqRGXYEffkGuNfrTPiULqSd3g5AxuUQKs67ik+HYdxb8yUyjR7/PlOIWz+TmGWfSGUu7EPh4olr9Vaw4rMCZxft5R9uL4hzRdGfizr/N+d+lLij6T9Ar9fj5+eHn58fRYoUoXz58kyePBmDwWC/Y0mr1TqUCQoKYuLEiWi1WjZt2vSPZQ0MDGTOnDlcv5739E4PrFixgsGDB9OpUycCAwMpV64c77zzDh07duTXX3/NVX7NmjU0a9aMhg0bsnLlyjy2mD/e3t72evL396dFixa8+eab7N+/n9TUVABOnTrFK6+8wokTJ3B3z3s6nqpVq6LVatmzZ4/D8vT0dA4ePEidOo5TnN24cYPevXuzevVqAgIC8txmkSJFKFu2bK67umw2G9u2baNu3boF/nsXLFjAq6++iodH7rsgTpw4wdWrV/nmm2+oVq0a5cqV4+uvvyYzMzPX3/UshN2zMWmHhZeqyJnxYu4x8JsJNpoEyeyDTAC+LjLK+MjYf0O6ouVGgg0PLfZBpgcalJRzOtJGisFGeJINiw1aBj9aRobVBgfDC377fFhEFpN+ucVLTX2YMbRM7uxRBppU87APMgH4eqgoE6Bl/5lkKXuUAQ8XhX2QyZ6rkhunr6WTkiHdbXX5diZBxbTPZJAJIOx6LBNnbKRbx5rMuH+Qcch+K56mDcrZD2QAvj6ulCntx77DYVL2W3F4uOvsBzJ79jplOH3+DimpWRiNZkJPhdP2hUoOZdq3qkJGZjYnz97+z+eWad3JOLqKzGN/Oiw3x0h3CSr9gtBWaU32tSP2QSYAw8U9WLNS0VVrC4C2SmushnQMF3Peh9b0BLKvHUJXta3jPvUeePX7nuQ1E59qoCndCF0qwIvlHZc/mO4uIhUO3YHaATmDTACNA8FFZePgLennQ3dAp7LRODCnjLcO6gXAgftlzsVAaraMNg+9lWQyaBMMx+5KA1H5pnHDcnEtlovrHRZbE6QpKeRepZAHNcd697j9SyYAa/gBbNlpyINbSuWCmmMzZmANP5CzkaxErHdC7WUAFDVeQ1mzF6btEzCfyH2sKqiwSCOTlt/jpYbuzBjgn2v9zWgjTSrr7R+oAHzdlZTxV7P/fAYAN6KNeOjl9g9UDzQor+P0DQMpGRaS0i0cu5pF7xYe9g9UAO1qu7Lvy6ACf6ACCIs2MWl1Mi/V1TGjT+4LE27GmmlSUeOY3U1BmaJK9l+Srt66EWvCQy+zDzLZs5fTcPqWkZTM3P21wWhjytoUWlTW0KFmwe5mcvr24oT9Ijh5O3fWOnfS3M6aXa5zJzXkd1IPr3JYboyWpnZSFQnCpXobsq4etg8yAWSe34UlKxWXmh0AcKneFqshnczzOVPJWdLiybwSgkvN9vZlmpLVyb59Lt/5Hkfl4s7t7cuI2OX42SrttlSPLsXL4F+/HfHnQuyDTAAxx3dgykjFv2FHAPzrt8OcmU7M8R05f3tyPHFnD+DfSCrjXlqq5+hDjp9L753eh75oIB7BBbwoUvTnom/JL40bxjNrMJ37y2GxNV76vkLuXRpluRZYboXaBw0AzNf3YzOkoSzfGgBluRbYsjMwX99vL2PLTMR86yjK8jmzjhiPL8N8MyTXvmQaV2QuvvnPfV/YjXtM+nY7L7WvwozxnXOtv3k7gSb1g+yDBgC+3i6UKeXD/iPS9I83bifg4aa1Dxo80KBWKU5fiCQlzZCvfeWXXOdO8v7lJB907FuyI6U2oC4ajFvNtmRcDrEPMgGknd2JJTMVtzpSv+FWsx2WrHTSzubM0mNJjSfj0gHcakv9pluNtij07iRscbxTMfq3j7n+cZOChxft5R9vLyDOFUV/XjDOmt1Zcz9KDDT9RymVUsNTq9VPVeZZGzx4MCVLluSjjz7Kcwq9B+RyOUePHsVgcLxV8NNPP801HdyNGzc4e/YsTZo0oV27doSGhhIeHv7MMisUCmQyGSqVdFDZv38/zZo1Y926dbi5ueX5OyqVitatW+caFNq1axcVKlQgMDDQYfnRo0cJDg5m06ZNlCjheMB+WIcOHXJt8+TJk1itVurVq1fgv23Xrl1Mnz6djz76KNe6cuXKsXDhQooWLWpfJpdLXcaDQbdnqZi7jB1DVIxrpSSvwXNPHUSlOo7qmyw2olNtRNz//txLLz3/JeWRKZruJEs/30224aWTThgiH9lWxP0yD/5boOw+anZ8U51xfUqi1eTuVj3dlETFGx2zm61EJxiJiJNuIfdyU5JhsNoHlOzZ70nr794v9+COpoFfhVFr0EkaDDvFhJ9vkZ71+PfTE7MX9WDnn2MYN6YjWk3uivf01BMVk/xIdgvRMclEREonz16eejIysklJdbwr7s5dabDkblQSEZGJmEwWSgf6OJQpVUL6OfzO45+x8l/JbctKIXnVRxhvhDos19V8EQBz1BVUxcpjjr3xyC9aMcffQVm0HAAq//KY42+DzfFLdvO9cJT+5RyWefWagTnmKhkHHKfeKyh3DXzSHGo/Mu32nvuPJyjrDTeToLSn43qFHIq7Q3iy9PPNJAh0l5Y/rKQH3HqoDEApz9xlLDaZ/f2eL9mpmHZOxhp50jFX+XYAWOOuIvcNzv2cBZsVW/Jd5D7SaJfMpyy25Du56tyWdBu5d86ImPXaLgzzmmI54zitR2EV81ayY0opxvX0Q/vQs+ge8HRVEJXoOF2syWIjOtFMRLy03MtVcb9vcewj7sRJ6+8mmAiLzMZqAy83BR8sjqH2O9ep/c51PloSQ2pmIfsWTyU7xvszrptn3tld5EQlOW7bZLERnWQhIsF8P7ucDIMt14DSnXjz/ey5Rx1/O5BObIqFT7p5Fjy0s7cXJ+wXwcnbubPWuZPmdtbs1swU4pZ+gOHaUYflrnWkKbGNkZdRB1TAGP3I9NQ2K+Z7t1AXk47t6oAKmO6F5+pbTLE37GVkKg3qYuVR+Zai5NSjlPslmaBZV/DqVPBplkzpKZz9/l0Szh92WB7QTLq1ODX8Em6lKpIW4fgsFKxWMqLDcSspXZ3iVqoi6dE3cz0LJf3uddwCpTLZyVJ96v0dvxhxDZD6TJcAx9kc/pboz0Xfkl+GVLI3T8By54TDYmUlafDWei8MuV85LAm524o1KQK5bzAAcr9yWJNyn59bE8LtZazRFzCs/wiyHOtAWakD1vR4bJkJFFSxou7sWDGEcSNb53kFuqeHnqgYx8/uJrOF6NhUIqKkHF4eOjIyjfYBggfuREn/T+7eL/d3+8ova2YKUT+/R2bYEYfl7vWlaTINEZfQlKhIdtQjfaLVivHeLTQBUr+hKVER473wXH2LMeaGvYwuqAaWjGSUnkUo88Vuqq5Mp9JPdyjSfVzhwov28o+3FxDniqI/Lxhnze6suR8lBpr+g2JjY/n888/R6/W0aNEizzJJSUlMmzYNg8FAu3bt/rFsarWa6dOnc/nyZRYtWvTYckOHDmXv3r00adKEUaNG8euvvxIWFoaPj0+ugZg///wTvV5P8+bNadu2LSqV6qnuanrAbDZz4sQJfvvtN1q0aIFOJ1358O677/LRRx/lmhLvUR07diQkJIT09Jzn62zZsoUXX3wxV9k+ffowdepUfHx8cq17WKdOnbhy5Qq3bt2yL9u8eTMdOnSwDwIVxOrVq+nQoUOe6/z8/HK1n6VLl2IwGGjSpBBX//wNT50Mf7fHT1nXvbqcnVdtLAq1kJhpIyrVxqfbLKRlQ5ZJGhzqWlmBTAaj15m5Fm8l1WBj40ULf52XTuCyTBDkLaNOCRlzD1nYedVKWraNS7FWxm+zoFZIZQqc3VWJv/fjB2y7N/dl54kkFm2KJjHVRFR8Np/+dIu0LAtZ2VK2rk18pOyzr3PtbhapGWY2HkrgrwNSJ5+VbcVmsxF2J5PbsQZa1/Zk4djyDO0awOYjCQz95ipWa8EHyTw99PgXyfu5PgDdO9dmx75LLPztAIlJGUTFJDN+6l+kZWSTZZAGz7p2qIFMLuOdT1Zy7WYsqWlZbNh2lrWbT0nZDUbSMqSBMlcXxwdtPnioaHpGweZsdtbcj1IH1cGtwxiyzm7FFHUZuc4dqyH3QK4tOw25ThrYluncseVRxmpIQ67NGfzW1eyMrmYnEn8d9VQZH+dcDPx0El4obaOcD6QZwSWPt4GLWhoAhseX0aulu6YelAFwfaTcg99LdxyzLTBZQE2UDYdjubYTW/xV0Lhje/jBvPfZjOmgkfp5mdbtb8sA0pdRZkOucoXl6aLA3+vxH8y6N3Zn5+kMFm1LJDHNTFSiiU9/iyUty0pW9v1+sYEbMrmM0QuiuRaVTWqmhY2hqfx1RGpDWdk2ktKkD07jf4tFq5Lxw/AAPuzuy95zGQybG1Wo6S48XeT4eyoeu757Axd2njOwaHcaiekWopLMfLoyiTSDlSzj/ex19FK/+Esi16JNpGZZ2Xgyk7+OZUrZjY65jGYbSw+k06mWjlJ+z2Z2aKdqL07aLzp1O3fWOnfS3M6e/WHa4Hp4d3mf9FObMd69hFzn4fCA+weshnT78V+uf0yZrHTkOmmWBXWJKsiUKtTFypK47kvuft2N9JOb8O01FZ8ek54qM4B35fpU7PshUSEbSQ2/iMrFA3NG7kzmzHRUeimTyvUJZVykMpEH/sKYlkS98UvwqlQPpd4N/0adKP/6+wAodS5PnV3056JvyS9FiVpomr+N6fIOrPfCkGnc4DHtQKa931Y0ebcVjBnINI//3kDdaBDKMo0xHvihgNNDSjzddfgXyXuWFYDunaqx88BVFi0/SmJyJlGxqXz61db7dS598O3arop0DP1sHdfC40hNM7Bxx0X+2nIewF7u7/b1NHTl6lHk5bGkHt9EdsRFFHoPLHn2d2ko7veJCr071szcn4ksD/WJCndfkCspPX4Daae2Ez7lRZL2/kbR1ybg3/uLZ5JdtJf/fXsR54qiP///kN1Zcz9KPKPpP2DBggX8/PPPgDQ4YjQaCQ4OZtasWfZp2DZu3Mj27dK8tRaLhezsbIoXL860adP+9vlMtWrVyrXsSXcj/Z3q1aszePBg5s6dS6tWrShfvnyuMv3796dMmTL8/vvvhISEsGOHNNVCtWrV+PLLLylbtqz9792wYQOtWrVCq9Wi1Wpp2rQp69at47333kOj0eTa9pN07tzZ/qwjg8GAQqGgRYsWfP755wX+Oxs3boxOp2Pv3r106dKFlJQUjhw5whdffMGVK1cKvD2A4OBgypcvz7Zt2xg2bBgWi4Xt27fzww8/EBIS8vcbeAo7d+7k22+/pX///lSoUOF/uq+8jGyiwGKF2QctfLvfgkoOPWrIaV1WzvUE6YBf1lfGj68ombDdTJefpSvdqxSVMaqpgqm7LfY7pb5/ScnE7WZGrZPKuGvggxcUzD1kyfNuqqfO/kpxLFYbs/+M5NtVd1EpZPR4wY/WtT25Hil9KC1bXMeP75Vjws+36DLugpQ9SM+o7sWZuvQOWrUcmw3mvVcObzcV5UpIA5/1Krrh56Fi7PybhJxPoXkNz2eafdTgllgsVmYv3MO383aiUiro8VIdWjeryI1b96TsQUWY/01fJkxfT+fec6XsFQN4563WTJm5Ga1WhdH45D7j4VvT/7/kVgc3wG/kKizxt0n8ZYS0UPb4AWPb/av1ZE8aVL5/VZzc1Qevvt+R/OcELIkRhc74OKei4e1N0t1KU6UZIHjSOOeDR8g96dxcno8yD5crDHnxOqh7/IwtJQLj5rGO4fLyIEx+yjwHI7v4SP3ihgS+/SsBlQJ6NPWgdQ0XrkdLJ5tlAzT8+HYxJiy7R5fJdwCoUlLDqC4+TF0Vh1Ytw2S23V+uZcob0l2sjSrpcdMreP+nGA5dzqRp5af/ks8he3s3LBYbs7em8u2mVCl7QxdaV9VxPVb6gFrWX8WPg32Y8EcyXWZI79sqJVSM6uDO1L9Scl3RuP1sFnFpVga1zPtu44L6r7UXZ+gX8+LM7dxZ69xZcztLdm25hhT/YA2muFvELBwK/N2x/e/7lgfnCKaY69yd0Y3s8FNY0u5frHRxH3K1Dq9Oo0naNBNrVuFmJvCp1pgmX60nIzqcE9MH/W1u2/1zElk+zm2MKQkcfLcDdcf9ROuF0l0OaRHXuLDoM+p/+gsWQ2ahMj8g+vN/x3vUGXIrStZF3+9XrEkRGNa+Jy18Qhu2302Tj/PzR6ka9EfTcRKm8xswHl5YyMRPNnJAU6nOFx/k2wX7USnl9Ohcg9ZNynH9ltRHlC3ty4/TuzPhm210eVP6XqlKBX9GDWrG1O93PfXdKH9HX6ERpT9Zh/HeLSLmDpYWPqnOH9RnPsrIlWoUOldiV00mfuP3AGRc2I/CxRPfLqO5t/YrrIY8BnzySbSXf7695JlbnCuK/vz/QXZnyS0Gmv4DevXqRb9+/QBpajNPT89cU7q1atWKDz74wF7G1dUVLy+vfG1/3bp1uZadPXuWsWPHFjrzyJEj2bNnDx9//DF//PFHnmWaN29O8+bNMZlMnD9/nr1797J8+XIGDx7Mjh07UKvV7N+/n/j4eIe7hF588UX27t3L1q1b6datW4FyPTxVnFqtxsfHp9BTCz6YPm/79u106dKFHTt2ULNmTYep6AqjQ4cObN++nWHDhnHs2DG0Wi21atX6nw40/f7773zxxRd07dqVDz/88H+2nydRymW830LJyCY2IpKhiCu4a2X0XWHC46GB+KZBcnYPVRF5f3qtEp4y1pyTOlJPrdRh+rrI+OEVFakGG/fSoaSndK43aYfFYVvPLLtCxvuvBTLy5eJExGVTxFOFu4uSvlMu4+GS0w03rebB7pnViYyTToZKFNGwZn+clN1FiVwuo0Gl3FcFtagpXfVw5U7WMx9oUioVfPB2O0YNbklEVBJFfN1wd9PRZ9hPeLjrc7I3KMvuv97jbnQyAIEBXvy5UZquxMNdj+H+FRYZmY5XR6Q/5mqK/3puXd2X8e4/D3PsDeJmd8eaId3qbM1Kdbgr6QGZ1h1bUrS9jNKtSK4ycq27/csjrz4zMUVfIePQUpA/fFeJTPrZWviLBbZeg/G7pKntFnaVprUEcFNDZh53G2UYoej983FXNcTn8V1RhlH6/QdlHix7+P344E6mR+90yi9Fpc6oXvwGW2I42aveyJmGIjsNmTr3lYMyjSvWtFjpB0MaMm+/PMuQ/eynEs0vpULG+6/4MrKLNxFxJop4KnHXK+j7dQQeLjn/35tWdmH31NJE3p9qroSvijWHpE7S00WBi1b6sPtCNccPTs2qSO+Vy3eyn/mHKqVCxvtdPBjZwZ2IBDNFPBS46+T0nROHhz7nw3fTilp2f1aUyESpzZbwUbImVJpr3VPv+CF9x9ksyvkrqVj86T/g/ifby7+8X3xsbmdu585a506a2xmyuzbojv/QhZiir3H36272ZzJaMlOQ63L3LXKdG+akKACsmako3fM4/uvcsGZJbd2alUrmuR25yqSf2YZHywGoAypguHG8wLlLtOpBvU9+Ji3iKiEfvIgxVcptykhBqc+dW+niRlZcpL2Mxjt3bqWLG6aMnPlwk8JOsrN/LbS+ASi1etLvXsevtvQcJGNqUq7fzy/Rn/973qP/9tzKql3RdZ+JNT6czF/7YLv//C5bdhqocx8fZBpXrKkxUhlDGnKX3G0Fjav0+w6/KEPT/jM0TYdiOruWrDVjCpU3P5RKOe8Pe4GRA5oSEZ1MER9X3N209B25HA/3nGfVNK0fxO5Vw4iMlt6TJQI8WbNZetabp9v/4APyfR6NexA48ieyo68R/kVnLPf7RGtmCoq8+kS9O6ZEqU+0ZKai9Mz93YpC54bl/rNpH9wVlXpii0OZtDM78Gk/BE1gJbKuFbxPBNFenkd7eWxuca4o+vP/B9mdJbeYOu8/wMPDg1KlSlGqVCkCAwPzfG6Qi4uLQ5n8DjIB9t97+N/TDpY8mEIvLCyMhQsdr8a4cuUKEyZMIDtbauQqlYratWvz/vvvM3PmTKKjowkLkx50tnbtWkAauKpcuTKVK1e2P2+oMNPnBQQE2P/GYsWKPfXzqzp16sSBAwfIyMhg69atdOrU6am292Cbly5d4vbt22zZsuWZbPNJvv76ayZNmsQbb7zB9OnTCzVF37MQesfKwXArGqWMsr4y3LUyzFYbV+NsVCkqDSBFpdr485wFk1UaYCrhKS2/GGvDQwvF79+FuvmyhbB7Vty10rbUShmXY21YbVCl6LP/+0Ivp3LwXAoatZyyxXW4uygxW2xcjciiSmnpgBAVn82f++IwWWyUKKKhRBHpbryLtzLxcFVQ3E9NbJKRP/bGERXveEAwmKSrnrzdnv21A6Enwzl49BoajYqyQUVwd9NhNlu4eiOWyhWkB/ZExSSzesNJTGYLgQFeBAZI/culsGg83XWUKOZJyeLeKBRybt+fG/aBB3PFBpfO40T7P5rbre1IfAYvxnjzOPe+6YQ1Jda+zhx7DWWRR55DIJOj9C2JKUZ6BoIp5hpK35K5rrJVFgnCdP/B4vo6L6Gt0IzAH+MJnJ9A4PwElL4lcWn8OoHzE9CUb1rg3ABLTsHY7VDDH357BfweOs8u7QV3Hnl+ksUKd1OhjFdOmcjU3Hc/3UnJKRPklbPs0TIquY3Ax99N/ljK+m+hemk21shTZC/vCRlx9nXWhJvIvByfCYFMjswjEFuC9GBfa+JNZJ4lAMc6l3mVxhr/yDO1/kGhYZkcvJiBRiWnbIAGd71C6luijFQpKfUhUYkm/gxJwWSRPkw9eIjtxTvZeLjIKe6jpFQRaZnR7Pg/xmyRftao/wf94vVsDl4xoFHJKOuvwl0nl7JHm6hyf6AoKsnMn0czpOw+Skr4SH3cxbsmPPQyinvnfHA0WWyEhGXToaYuz/0VxH+2vfyL+8Un5nbmdu6sde6kuf/t2b06jabY279iuBZKxJR2WJJj7OtM0ddQFQ12/AWZHJVfaYxR0uceY/Q1lEVK5zr+q4sG28toStXAo/VbucrI1dKXBg/uciqI8r3eo8HE5SRcOMq+kS0xJOTkTrtzFdcSZR1/QS7HpVgQabev2Mu4FAvKlcm1eFl7GbW7N6U69EPt4YMhPor0u1J/6lW+FjarleRrZwqcG0R//m97j/6bc6ubDEXX8wcsEafI+OkVbOn37Ous8TeQ++Q+P5d7lcQady2njFdg7veed2l7GQAUKnS9FqBpOpTskPlkrR71VBeA/Z3Q03c4eOwmGo2SsqV9cXfTYjZbuXozjirlpe90omJT+XPTWUxmKyUCPCkR4AnAxauxeLhrKV6sECff+eDb9V1KvruUzKtHufFZK8wP9YnZUVdR+z/SJ8rlqIuUJvvulZwyefWJxYLtZYzR0ntZrnKc6UamkM4JbMbCTXkp2ss/316emFucK4r+/P9BdmfJLQaahOemWrVqDB48mHnz5hER4Ti106pVq9i9e3eu33Fzc0Mmk+Hj40NCQgL79+/nlVdeYd26dQ7/unfvzunTp7l69WqubfyTGjZsiF6vZ926dZw4cYL27ds/9TaDgoKoWLEiW7ZsYceOHXk+8+lZ+frrr/npp5/46KOP+Pjjj+3TCj4P28OsTNhmxmTJOeivOWclNRtal5O6soQM6blNoXdyysSl29h82UqrsnJ7/vlHrCw46nhL+q8nrLhpoH7JZ/83bj+WxISfb2Ey5+xzzf44UjMttK7jKWVPNfPp4luEXsq5giku2cTmowm0quWFTCbDYrEx4edbrNob57D9rUcTUcihToVnM12UQ/a9F/ls+npM5pwT2jWbTpGaZqBN80pS9qQMPp22jtCT4TnZE9LYvOMcrZpVRCaTodGoqFuzFDv3XXKY23j73ou4uWqpXqX4/4vcLs3749ljClkn/yLu++7YHpm+xnBxL5pyTZC75jyvTVulFXKtG4aLewDIvrQXuc4dbZXW9jJyVx805RpjuCSViZn6Qq5/luRoss5uI2bqCxhvnylQboA/LsA3h2V0KAcLuoLbIzOTNg6E41GQ+NBzJw9HQKZJRuOS0s9NAiHDJOPQnZwyiVlwIgp7mZr+oFPZ2PHQ9zc2G+y6AfWKg/rxj/3Jk6Jmb1Stx2O5vBnjqjfhkasEreEHkZdsADpv+zJ5UHPpqsPwA/YyMo0b8jIPPbdO5408sL69zPOw/VQ6E5bec+wXD6WSmmmldU1pFDAh1cKnS+8RGpZzK1lcipnNx9NoVd0FmUxGcDE1xX2UbDmR5tDO95yV7hyqW/bZX0m2/WwWE1YlO2YPzSQ1y0bratJgUUKalU9XJRN6PWdwPS7VwuZTmbSqqnM4Jl2NMpFltFE76OkuEPlPt5d/ab/4t7mduZ07a507ae5/c3aPVoPw6z2dtNA13J3xUq7p6zLO70ZfsSkKN1/7Mn21Nsh1bmSc3wVA5vldKHTu6Ku1tZdRuPmiq9iEzPPS5yZ1YBWKDvgefZWWDtt3a/AqprjbmOJuFSh3UNe3qP72DO7uXc3BDzphznDMHXt8J341mqP2zMntX68dKr0bscd32suoXNzxr5/zOUjt6YtfjWb2Msjl1B23mOItXsn523QuBHUZRNyZA5jSkwuUG0R//m98j/5bc6vq9UXbcQLmCxvJ/LVPrrZivr4fZemGyPQ5bUVZtgUyjSvmawfsZWRaN5RlX7CXkem9UZZuiPl6TlvRvfIdykodMWyeSPa2Z/OMoCfZvi+MCTO2Odb5lnOkpmfTulk54H6dz9hG6Onb9jJxCels3n2JVk3K/k++A/BuO5iAN78i5fCfhE/pnOtZS2lnd+FSubn0jKX73Gq0RaFzI+2s1G+kn92JQu+OW82cZ44r3H1xqdSMtLNSv5l2Zgc2qxXPpq85bN+9XmfMqfEY7l4ucHbRXv759vK3ucW5oujP/x9kd5bcYuo84bl6++232bNnj8OAUMWKFenatSvjx48nMjKSli1bolQquXLlCt999x0vv/wyAQEBLFmyBLPZzFtvvUWZMmUctjts2DD++usvVq5cyYQJE/7pP8tOqVTStm1bZs6cSb169fD29v77X8qHjh07smjRIooUKUKlSpUeW+727dscOOD4IUir1VK/fv2/3UdoaCg//fQT/fr1o0uXLsTF5Qxu6PV6XFye7S3Df6dXTTmrz1kZt8VC9+pyrtyzMXO/hU4V5dQvKQ00VfWXUbu4jMk7zIx9QYlSDrMOWlDKYVTTnG+n+9aWM2mHhfJ+FmoGyNhyxcqmy1YmtVXgpnn2J0a9Wvmxel8c4xaG072FH1fuZDJz1V06NfCm/v2p8KoG6ald3pXJv9xm7OslUMplzFodiVIuY9Qr0rPWAnw1vNLcl583x6BVyalZzpWTYWks2BhNn7ZFCSr27E98er1cjz/Wn+Djz9fyapfaXLkWw7fzdtKpTVXq15au1KpaMYDa1UsyacZGPhzZHoVSzqz5u1Ao5Ix6q5V9W8MHvMCAUb8wevwquneuzenzd1i8/BDvj2iLTvt0Xw47Q265exE8e07DHH+btL2LUJes4bDeHBdO+v7FuLYagt+760jd+BVyVy88un9O1vkdGG8eAyD72mEMYQfxHrSIlDUTsKYn4d7lY6xZKaTvXwyAKY+BJJvZhDUjMc91fycuA74KgeJuNl6vBpcdxzoJ9IBe1WDFORi8HkbUg2QDfHsYmpWyUUu6wIa6xaFecRsf7oD3G4OnFn44Bu5qeK2qVEanggE14cfjoJJDrWKw9hJcioMlLxcwuIsfqjafYU2OwHLyV2T+VR3rJOk25lPLUNZ9E83ryzCFfI9M54mq5TgsN/ZijZQemmmNOIbl9hHUXWdh2jsdW1YyqqZjwJCK+fSyAtfns9KruQerQ1IZ90ss3Ru7c+VuNjP/iqdTXVfql5fulqxaSkPtYC2TV9xjbHdfqW9ZnyD1LV2lAU2ZTMbY7r68uyiG9xbF0KOZB9ejjcxaF0+72q5ULvk/6Fsau7D6SAbjViTRvYGeK1EmZm5KpVMtHfXLSqOYVQNV1A5SM3l1MmO7ekh9+pZUKXsHx4H1q9HSc52Ciz7FtHn/9fbyL+wX85Xbmdu5s9a5k+b+t2ZXeBTFr89XmO7dInnnfLSlazqsN90LJ2X3IjzbDaP4x5tI/Gsacldv/HpNIePMdgzXQgHICjtE5qX9FBvxM3ErP8WanojPy59gyUwhedciANKP/UX2i+/iP+wn4v+YhDk5GvdGPXGp/SLRs/sU6LlCGu+i1Bj1LRlR4VxfMw+v8rUd1qdH3eDGuvmU7f42zWdu49KSL1B7+FB9+JdEH9lKwgXpWUvxZw9y79Q+6k/4jXM/fowxJYHKAydgTE/mxl/zATAmxxOxexVV3/ocS3YW2UlxVOz3MTrf4oRO7pfvzHaiP/9Xvkf/jbllrn5oO07CmnQHY+gSFMWqOay3Jt7CFPob6oYD0Q9YSfaemcj0Xmjbj8cUthtLxAkALLdCMd88jK7HHAzbp2LLTELT6n1shlSMob8BoKzYDlWNlzFd3o4l4hSKEo7vKUv0BbDkMQ/1U+j1Uk1WbzrLuGlb6P5iNa5cv8fMBfvp1Koi9WtKV3lVreBP7WrFmfztDsYOb4lSIWfWTwdQKuSMGtjsmeYBUHoWJWDANxhjw4nfOg9dkOMzwbNjb5KwfQG+HUdQZsJWYv+YgtLNG/9+00k9tZXMsKMAZFwKIf3CPgJH/0rM0nGY0xIp+tpnWDKTSdy+AABjbDgJW+fh1+19bBYTGZcO4lanE14t+hD502iwmAuUXbSXf7695Cu3OFcERH/+X8/uLLnFQJPwXKnVar788kt69uzpsHz69OlUrVqV9evX8+OPP2IymShVqhQ9evTgzTffBKRp8xo3bpxrkAmgZMmStGnThg0bNvDBBx+g1+tzlfmndOrUiT/++OOZ3nnUqVMnvvvuO/r37//Echs3bmTjxo0Oy4oXL86ePXv+dh+bNm0CYOnSpSxdutRh3ciRIxk1alTBQj+l8n5y5ndXMnO/heFrzPi6wNBGCoY2zLkxUyaTMbubkul7LEzcYcZmgwYlZczupiLAPWcA6bWaCrLNsOyUhQVHIchLxjedFXSuXMBbJfKbPVDP/PfKMXP1XYbPvIavh4qhXYsxtGsxx+zvlGX68jtM/Pk2Nmw0qOTO7B5lCfDNuXVkUv9SBPppWH8ogR83ROHvpead7sUZ1Mn/f5M9uCgLvunLtz/uZNgHy/H1cWVY/+YM7Z9zZadMJmPO9NeZ/v0WJny1AWw2GtQJYs6XrxPg72kv16huGeZM78XsRXt4+6MVFPVz58OR7RnYp8n/i9y6au2Qq/XIfUtR9MNtudYnLBlB5pEVxH3bBc/XpuM9eCE2QzpZJ9eRvPozh7LxP/bFq8c0PLt/AXIZ2ddDSVjYH1tmSq7tPgsHb4PBLCMyDd5Ym3v9lNY2Xq4kDQR9eRA+2gkuKmhfFsY+Uk3fd4QZIdIglNUmDSTN7OD4PKbh9UEhh9UX4ZfTEOwNc1+E2sUoEEXwC8hUOmSegWj6/ZlrvXHTB1jO/0n28tdRtZmAuussMKZjubIF056pjmXXDkXV+jNULT8BmQxr5EmM694Gw/N7RkP54hrmv12MmX8lMPyHKHw9FAzt6M3QTjkXNchkMmYPK8b0P+KYuOweNqBBBT2zh/kQ4J0zKNOhjhsalYx5mxMZNjcKDxc5vZp7MOYlnzz2/AyyF1Mx/y0fZm5KZfhPifi6yRnaxo2hbXMGkGQyGbMHeDN9XQoTVydjs9loUFbD7AHuBHg5nsImpEl3jHo88tymgvjPt5d/Yb+Yr9zO3M6dtc6dNPe/NbtLjfbINXrkRUpTckLuGRtiFgwh9eAy7k7riF/fGfgP/xmrIY20Y38Rt2KcQ9moWa/j1/cr/F6fCjI5hqtHuTe3H9bMZABsxizuftkZ3x6T8Hn1MxSuPhjvXiJqVi8yTm0qUO5iDTui1OpRBgTRct7+XOuPTxvI7a2/sf+dNtR4Zyb1JyzFnJnG3b1/cu4Hx2e6Hhn/KjVGfUP1EV8hk8mJP3+YoxNed7hT6dTXw6k2fDrVhk9HqdGTcCmU/aPbkHz1VIFyg+jP4d/5Hv035laWb4VMrUOmLonLW+tyrc9a8y6m03+QubgH2hcno+sxF5sxHdPFzRi2fu5QNnPFYLSdJqLt8CnI5JhvHyd71TAwSOfnyirS9wGqSu1RVco900naNw2wJd8tUP6/U76MH/O/7M7MhQcY/vEafL1dGNqvEUP7NbKXkclkzP7iZabP3c3Eb7dL51u1SjJ7yssEFM39fOCn5Va7A3KNHnXRIMpO3ZdrfcTcQSTtXcqNie0IGPgNJcf8iiUrjZQja4j+9SOHsrdn9KRY/6/xf+NLZDI5GWGHufNtbywZyfYyUUvex5RwF++2g/F7eSzG2HDuzhtK4u4lBc4u2ss/317ylVucKwKiP/+vZ3eW3DKbrQCXNQmCIDwjtsXV/r7Qv4hs0Hn7a9uxvs8xScHI6j90tWXSH88vSGF4PTQA7UzZH8odMcTz+eUohMCFyfbX5jnln1+QAlKOyrkrNmt66ecXpBB0427ZX9v2dX5+QQpI9kLOF5a2La0eX/BfSNYp52ILZ2ovD7cVp+oTwaFfdNZ27sx17lTZnTU3OGS/2vf5XeRWUOWX5Uwj9Gcz57oO9dWDOXcjiP78H+Ks79GHcqd++uynYvpfcp8SaX9ti/35OSYpGFnRgfbX57o/+7sS/peqr8m5U8iZ2ouzthVwbC/iXPEf8h/oz50qNzhvdq+ef1/mPvGMJkEQBEEQBEEQBEEQBEEQBEEQBKFQnOuSJeFfqWvXrkRERDyxTGhoKGr1P38VS2xsLB06dHhimWrVqvHbb7/9Q4kEQRAEQRAEQRAEQRAEQRAE4b9DDDQJT23+/PmYTKYnllGpnuLh3E/B19eXdevWPbGMRqN54npBEARBEARBEARBEARBEARBEPImBpqEpxYQEPC8IzyWQqGgVKlSzzuGIAiCIAiCIAiCIAiCIAiCIPwniWc0CYIgCIIgCIIgCIIgCIIgCIIgCIUiBpoEQRAEQRAEQRAEQRAEQRAEQRCEQhEDTYIgCIIgCIIgCIIgCIIgCIIgCEKhiIEmQRAEQRAEQRAEQRAEQRAEQRAEoVDEQJMgCIIgCIIgCIIgCIIgCIIgCIJQKGKgSRAEQRAEQRAEQRAEQRAEQRAEQSgUMdAkCIIgCIIgCIIgCIIgCIIgCIIgFIoYaBIEQRAEQRAEQRAEQRAEQRAEQRAKRWaz2WzPO4QgCIIgCIIgCIIgCIIgCIIgCILgfMQdTYIgCIIgCIIgCIIgCIIgCIIgCEKhiIEmQRAEQRAEQRAEQRAEQRAEQRAEoVCUzzuAIAj/P2VNL/28IxSIbtwt+2vbllbPL0gByTrtyfkh6Y/nF6QwvHrmvHam7A/lPtdd/RyDFFz1NUb769RPiz/HJAXjPiXS/jp+jN9zTFJwvrPi7K9tfzR8jkkKRtbzqP21bXG155ik4GSDzttfO1N7ebitOFWfCA79orO2c2euc6fK7qy5wWmP/w8f+7+rrXqOSQru3VMm+2vRn/9DnPU9+lDuiCGezy9HIQQuTLa/tsX+/PyCFJCs6ED76+2tneurx/a7zfbXztReHNrKtYnPL0ghyMpNtr8W54r/kP9Af+5UucF5sz+c+2+IO5oEQRAEQRAEQRAEQRAEQRAEQRCEQhEDTYIgCIIgCIIgCIIgCIIgCIIgCEKhiIEmQRAEQRAEQRAEQRAEQRAEQRAEoVDEQJMgCIIgCIIgCIIgCIIgCIIgCIJQKGKgSRAEQRAEQRAEQRAEQRAEQRAEQSgUMdAkCIIgCIIgCIIgCIIgCIIgCIIgFIoYaBIEQRAEQRAEQRAEQRAEQRAEQRAKRQw0CYIgCIIgCIIgCIIgCIIgCIIgCIUiBpoEQRAEQRAEQRAEQRAEQRAEQRCEQhEDTYIgCIIgCIIgCIIgCIIgCIIgCEKhKJ93AKFwWrVqRWRkpP1nmUyGXq+ncuXKjB49mnr16tGvXz+OHTvmUEan0xEcHMzQoUNp27YtAGvXrmXcuHGEhYXl+fPDQkNDeeONN9i9ezclSpTIV1abzcbSpUtZs2YN4eHhqFQqKlasSL9+/ejQoUOu8unp6TRp0gQXFxf279+PSqUqUN08yPgwpVKJt7c3zZs358MPP8TDwwMAk8nE7NmzWbduHWlpaVStWpXx48dTqVIlAObMmcPcuXMpX748GzduzLWvM2fO8Nprr1G8eHH27NljX75u3ToWLlxIREQEJUuWZOTIkXTs2NEhn0KhICQkBG9vb4dtGo1GGjduTFpamr2eP/74YyIjI1m6dOlj/+709HS+/vprtm/fjslkol69eowfP57AwMBcZXv16sXp06dZv349FStWdFj34P//w+RyOa6urlStWpWxY8dSuXLlx+YoPBmKWr1R1u6LzLMktowErNd2Yjr4HRjTpRJepVC1/gx5YH2wmrFc2YJp75f29QCo9KhafoyiQkdQ67FGHMO06wtsiTfz3Ku8bGs0PRaTNb30M/krYpItdPkqlrmDfGhQVmNfvvdiFvN2pBEWZcLLRU6HGjre6eSOiyZnvD822cKMjSmEXDFgtkDN0mrGdHKnWkk1AKHXs3nzh/jH7ntkezdGdnAvfPZ7KXTuPZcfvupNgzpBOdlDwvjh572EXY/Fy0NPh9ZVGD2kNS76nL8v9l4qM+Zu4+DR65jNVmpVC2TMsDZUq1TcYR8hodf5bv4urt+8h4+3C31ebcDA3k2QyWT/P3LLZHi3HYxPh2GoiwRhTr1H6rGNxK76HGtWGgBq/2ACBnyDS6Um2CxmUo6sIXrpJ/b1AHKtC/59p+HR8GXkWlcyLh8keslYsqOuOuzOq2U/fLu8i6ZYWczJMSTu+Y17a6aB1Vqw3Pezq+r2Rd3gDeRepbBlxGO6vIPsPd9A9v33qHdptJ0moSxVH5vVgvnCJgw7ptrXS3+gHm278SirdEKmdsF86yjZWydjjb+RU0bjiqblu6gqd0DmWgRr4m2Mx5ZiOv4b2GwFzq1t9AbapgNQ+JTGmhaH8cI2Mrd+he1+LrlvEK7dvkAZ3BAsZrLPbiBzw+f29VJuF1y6TEBTozMyjQumG0fIWPcplns5uWU6D/Sdx6Ou2hG51g3T7ZNkbvwCc8SZgtZ2LjEpVrrMTWVubxcaBOUcF/eGGZm310BYrAUvvYwOVdS801qHiyanbcamWpmxLZOQ62bMVhs1A5WMaaOjWnHH08A/TmTz22EDkclWinnI6dNQQ+/6mqd7f6bZ6PKzibkvK2lQMqe/23vdyrzDFsLibHjpoEMFOe80U+Cifih3mo0Z+yyEhFsxW6FmgIwxzRRUK5azHavNxpLjVladsRCTBiU8oHdtBX1rKwoX+L/SXpypX3w4t5O2c3DiOnfS3E6X3cmP/9VfeYvqPYfhUTyIrMR73Ni/kSPzJ2PMkLJ5BAbzwvvfEFCrKTazmau71hAye5x9/aOavzuDIpVq8+eQNoVan9/coj8XfUu+yGS4NOuP6wuDUfqWwpoWT9bZLaRsmI7NILVhpV8Qnj2noynXCJvVTNaJdSSvnWRfDyDTuODxyiT0tbsi07iQfe0wyX98gjn2et671bjiP/Ew2VdDSPxlRMEy5yHmXipd+v/M3Kmv0KBWSfvyvYevM++Xw4TdvIeXh44OL1TknUHNcNGr7WVi49KY8eNeQkLDMVus1KwSwJi3mlOtYrEC7SvfZDJKvPgWJV8ahq5YGYxJ97h3eCPXf52EJVOqU31AMBVGfItXtabYLGZi9v/J1UXj7OsBFFoXyg+ZTtFmr6DQuZJ07iBX5r1P5t2rD5XRE/zGRPxbdEfl7kP6rYtc+3kCiaf35IqV3+z/ifYSn0mXt7cyd3xTGlQval++91gk836/SNitZLzcNXRoGsg7favhoss5L4uNz2TGkjOEnIyR2ktFX8a8UZ1q5XK+27JabSxZF8YfW68Tk5BF6QA3BnevSJeWpZ8utzhXFP35/4PszpobxB1NTm3gwIGEhIQQEhLCgQMHWLlyJa6urgwePJioqCgAOnbs6FBm7dq1VKhQgXfeeYdz5879Izlnz57NwoULGTp0KJs3b2blypU0aNCAMWPGsG7dulzlN2/ejI+PD2lpaezcubPQ+129erX9b9+9ezdTpkxhz549fPjhh/YykyZNYu3atUybNo01a9bg7e3NW2+9RVpazgmASqXi6tWrhIeH59rHli1bcr0J169fz/jx4+nTpw+bN2+mc+fOvPfee5w+fdqhnFwuz/PvO3DgAOnp6bmW/51Ro0YRGhrKDz/8wPLly0lLS2P48OFYH/lAGR4ezunTpyldujS///77Y7f3oO5CQkLYu3cvs2fPJj4+nkGDBpGRkVHgfH9H2XAYqnaTsVzfi3HNEMzHFqKo9grqV36UCmjcUb++ApmLL8ZN72PaNwNFpS6oX/7BYTvql75HUbETpn1fYdz4HjJXfzS9fwdt7gEYecmGqLt+/8z+hugkM4Pmx5NmcPwifOe5LEYsTkSvljHrTW/GdfPk6PVsBsyLx2yRyqZlWek9J44jV7MZ3dGd2QO8KeGtoN/ceM7dNgJQpYSKlaP9cv1rVE6Dq1bGi7V1hc8em8LAd34lLd3gmH3fJYaPXY5ep2bWlJ588m5Hjp64Sf+Rv2A2W6Ts6QZeH7qIw8dvMnpIa+ZM70XxAC/6DlvMuYt37ds6cyGCYe8vo0wpX+Z8+Tpd2tfg67k7WLT04P+b3H7dPqD44O9JO7mV2zNeJX79d3i90JdSY1cBINd7UGbSdpQeRYiYM4iY5Z/i0aQnpd5f4bCdkmOW4tm4OzHLxxMxZyAq7+KUmbwDhYunvYxPh2GUGLGItNPbCZ/alcRdP1Ok+8f495pc4NwA6mYj0HaegjlsN5krBpEdsgBVrVfRv75IKqB1x2XgH8hdfclaM4bsndNRVe+K/rX5DtvR9fgBZdXOZO+YTtaa0cjdi6Ef+AdoPexl9K/9iKpWT7IPLSRz2QDMYbvQdv4CdYvRBc6tazUKl+5fYry0i9TFb5C1dx6aej1xG7gEAJnOHY+31yJz8yN9+UgyNk1BU+tl3PovdtiO2xvz0dTsQsamL0hb/jZyD3/c316HTHc/t0yG++ClqKt0IHPTF6QuGQAWMx4j1yH3LVPg3A+LTrEy6Ne03H3LJSMjlmdIfUtPF8Z11HP0ppkBv6Tl9C0GG70XpXHkppnRrbXM7uVKCS85/Rance6u2b6t1SeymbA+k4bBKub1caVjNTVTNmex5HB24XOn2hj0h4m0Rzax86qVEWvN6NUwq6uSca2VHL1jY8Aq6UMfQFq2jd4rTBy5bWV0MwWzuykp4SGj3+9mzkXnHNe+2mPh630WGpeWM+8VJf3qKJh7yMKXe8wUxn+ivThZv2jP7aTtHJy4zp00tzNmd+bjf703P6DlR98TfnALG9/rzoml31Hpxb50/voPADSuHrw6fwd676JsnzCQkLmfUqF9T178Ku/PGbX7jqFOv3cfu7+/W59foj8XfUt+ubUfjdfrX2M4v534H/uQtmMO+oa98B32GyANJPq9vwG5ux8JS4aTsnYy+nrd8RmyxGE7PoN/Ql+nG8lrJ5O4ZDgKzwCKvL8Rmd4jr93i2XMaSt9CDNLkITo2lUHv/0FauuPxbOeBq4wYtwa9TsWsSS8xblRrjp66zYB3V2I2S+dTaenZ9H57OUdO3Gb04GbM/qIbJYp50m/UCs5disr3vgoi6LWxVHpnNnFHt3J6QndurZ5JQLu+1Jy0GgCliwd1v9mJxqso578awLWfxlOs5WvU/Gylw3aqj19G0eavcvWnTzj/ZX+0vgHU+3YXSldPe5nK7/5IYNdh3FrzPWcm9cBwL4I6X27Go2L9QmX/T7SXuAwGfbaPtAyTw/Kdh+8y4ouD6HVKZn3chHFv1ebo2XsMGL8Xs+V+e8kw0vuj3Rw5E8voftWY/UlTShR1od/HuzkXlmDf1uzl55n12zm6tyvD/AnNaFSzKGO/Pcqm/bcLn1ucK4r+/P9BdmfN/YC4o8mJ6fV6/Pz87D8XKVKEyZMn07x5c/sAhlardSgDMHHiRLZs2cKmTZuoXr36/zznihUrGD58OJ06dbIvK1euHOHh4fz6669069bNofyaNWto1qwZUVFRrFy50uH3CsLb29vhb/f39+fNN99k1qxZpKamkpKSwpo1a5g/fz7NmjUDYMqUKXTr1o0LFy7QqFEjQKpXnU7Htm3bGD58uH17NpuNbdu2UbduXfvAns1m4/vvv+eNN96gT58+AAwfPpwTJ05w7NgxatWqZf/9Ro0asW3bNl577TWH3Fu3bqVu3bocP348339raGgoR44cYf369VSoUAGAyZMn89Zbb3Hr1i3KlMn5kLNmzRrKlCnDK6+8wo8//siHH36Ii4tLrm0+2m78/f2ZMGECffv25ejRo7Ru3Trf+f6eDGXDYVhOr8C8f4a06NYhyEpG3W0uMv9qKIKaIdN5YVjSGbKSALClxaB57RfkxetgjTyJvHhtFOXakr2qP9ab+wDIjjiOdsRBlLX7YT58f1BK7YKy4XCUjYZBdt5XWhaE1Wpj3YlMZmxIxZbH3RZzt6cSXETJoqG+qJXSwGTdYDXtpsSy9lgmPRu5sCY0k8hECytG+VK7jHQ1QpMKWpIyrExfl8Lvo/1w1cqpWVrtsO09F7I4ci2bWW96E1SkYHf/SdmtrNtyhq/mbM/zTpE5P+0huLQvP816A7VKOmTUrVGatq9+x9pNp+nZrS5rNp4iMjqZFQsGU6dGKSl7g7IkJ2cwbdZWVi56S9rWoj1UKl+Mrye9CkDzRuUwmy3M/+UAb/RshFab//xOmVsmw6/bByTsWETM8k8BSD+3B3NaIqXeX44uuDau1dugdPPh2tgGWNKkE3VTQiRBn25EX6ERmWFH0JdvgHu9zoRP6ULa6e0AZFwOoeK8q/h0GMa9NV8i0+jx7zOFuPUziVn2iVTmwj4ULp64Vm8FKz7Ld10/yK5pNgLT8WVk7/wSAMuNg9gyk9D3+hF5QHWUZZsj03uRMa89tsz779GUaPRvLkNRsi6WOydQBNZBVakdmb/2xXxtr7SdW6G4vn8UdYM3Me6fjbxYVZTlW5H5+1DMFzdJZW6GINN6oGk2HOO+WQXKrWs9CsPh38jcNEWqz6sHsGYm4f7mIpSBNVBVeAG53ovkb1pjy0gEwJoSjcfQlSiD6mMOP4aydF00VTuQsqAXpsu7pe3cOIr3hJNomw4ka+d3KMs0QhXciJSFvTFd2mkv4zP1CtqGve37Lwir1ca6M0ZmbM/K80auuXsMBPvKWfSGa07fUlpJu+9SWHvaSM+6GtacyiYy2cqKwW7ULiW9F5qUVZGUYWP61kx+f0sahF9zKps6pZR8+qIegEbBKsLjLSw/ms3AJtqC5bbZWHfByox9lrxzH7IQ7CNjUQ8lasX93CVktFtoYu15Kz1rKFhzzkpkCqzoraR2Cem6qCal5SRlmZi+x8LvfeQkZdpYdspKj+pyJrXLOaX1d5Px9l9metawUcanAFdkOX17ccJ+Eedt51J2Z61z58zttNmd/Phft/9Yzq1dxKG5UvY7x/ZgSEngxS9XULRSHUo2bI3O04flfepjSJayp8fe5eW5mwio0Zios4cBcA8oTfP3ZhDcvAuGtORcu/q79QXNLfpz0bfki0yGe/sxpB9YQspfnwOQfXk/loxEfIcsQVWqJtpKLZG7eBM7pQXWdKmtWJKj8HvnT9TBDTDeCEVdph66Gh2Jm/0qhgu7pO1cO0yxaWdxfWEwaVu+ddittmpb9HW7Yc1MyXf95sVqtbFu+wVmzNub9+fQJSEEl/Jh0Tc9Uauku73rVg+k3esLWLv1HD271GTNlnNExqSw4oc+1K4mzVrTpF4QSSmZTJ+7h9/n9c3XvvJNJiOo11jublrItcXjAUg8tRtTagI1Pvsd9/J18KnTBpW7D0eG1cOUKvUrhvhI6kzfhGeVxiRfPIxH5YYUadyFk+M6E39sGwBJ50Novvw6JbsO5+aK6cjVWvxbvkb4iq+4s3aOtK/Te2m2/DqBXYaQcuVY3hmfkN3p28uecGb8fCbvc64VFwgOdGfR5BY57aWKH+3e2sTaneH07BDMmp3hRMZmsGJGa2pXlr4zalLLn6TUbKb/dJrfv25DlsHMb+uv0q9reYb0kGbDaVTTn4vXE1m64SqdW5QqeG5xrij68/94dmfN/ShxR9N/jFIpNTa1Wv1UZZ4luVzO0aNHMRgcR2M//fRT5syZ47Dsxo0bnD17liZNmtCuXTtCQ0PzvJOosBQKBTKZDJVKxaFDh3Bzc6N58+b29e7u7uzZs8c+yPRAhw4d2LZtm8OykydPYrVaqVevnn1ZeHg4kZGRdOnSxaHs4sWLGTp0qMOyjh07cuzYMRITE+3LDAYDe/bsKfDgWkhICOXLl7cPMgGULVuWvXv3OgwyWSwW1q9fb6/fjIwMNm3alO/9aDTSAMiDNvTMaNywXFyL5eJ6h8XWBGlKCrlXKeRBzbHePW4fZAKwhh/Alp2GPLilVC6oOTZjBtbwAzkbyUrEeifUXgZAUeM1lDV7Ydo+AfOJX586fli0iUmrk3mpro4Zfbxzrb8Za6ZJRY39pAfA101BmaJK9l+S3hc3Yk146GX2QaYHGpTTcPqWkZTM3FOdGIw2pqxNoUVlDR1qFu5uprDrsUycsZFuHWsy4/5BxiH7rXiaNihnP5AB+Pq4Uqa0H/sOS9Nr3rgVh4e7zn4gs2evU4bT5++QkpqF0Wgm9FQ4bV+o5FCmfasqZGRmc/Jswa5scsbccp07yfuXk3zQ8Uq87Egpj7poMG4125JxOcT+JRNA2tmdWDJTcasjTb/pVrMdlqx00s7m3BFpSY0n49IB3GpL05G61WiLQu9OwhbHO/6if/uY6x83yXdmO40bxjNrMJ37y2GxNV6a2kHuXRpluRZYboXaB5kAzNf3YzOkoSwvDUwry7XAlp2B+fp+exlbZiLmW0dRlm9lX2Y8vgzzzZBc+5JpXJG5+OY7tkzrRvaJ1WSfWuOw3BJ7TcrtG4S6YktMN0PtXzIBmK7sxWpIQ11JmrJHXbEltuwMTFf25uTOSMB0/bC9jDniDMmzOjqUwWIEmw2Z0vF9nV9hsRYmbczkpZpqZrya+4KAm/EWmpRTOfYtrnLK+CnYHyZdoXgjzoKHTmb/QPVAgzJKTt+xkJIl9S1GM7g+EtNTLyc5q+DTLIXdszFph4WXqsiZ8WLu48XNBBtNgmT2QSYAXxcZZXxk7L8h7e9Ggg0PLfZBJnvuknJOR9pIMdgIT7JhsUHL4EfLyLDa4GB4wbI7fXtxwn4RnLedgxPXuZPmdtbsznz817i4c3nzcsK2OmZPDJeyewSWoVSjdkSeDrEPMgHcPrqT7PRUSjfNmSa9xfvf4BVYjj+HtSUu7Gyuff3d+oIQ/bnoW/JLpnUn4+gqMo/96bDcHCO1FaVfENoqrcm+dsQ+aABguLgHa1YqumrS4wi0VVpjNaRjuJgzHZs1PYHsa4fQVW3ruE+9B179vid5zcSnHjgIu3GPSd9u56X2VZgxvnOu9TdvJ9CkfpB90ADA19uFMqV82H9Emlr+xu0EPNy09kGmBxrUKsXpC5GkpBnyta/8Uurdidq5jOjdjv1Kxh2pDegDyuBbtx3J50Psg0wA8Sd2YM5IxbeB1Cf61m2HOSud+BM77GVMKfEknT1gLyNXqZHJ5JgzU+1lbFYL5owUVO4+Bc7u9O3lVjKTfjjBSy2DmPFew1zrb95NpUmtYo7txUtLmUB39p+QLq6+EZGCh6vaPsj0QIPqRTl9OZ6UdCNqlZzfv27DgJcrOJRRqeQYTZaC5xbniqI//3+Q3VlzP0oMNP2HxMbG8vnnn6PX62nRokWeZZKSkpg2bRoGg4F27dr9I7mGDh3K3r17afJ/7d15eEzXG8Dx70z2VUQQIYnYa6t9DW2VWktLlaqltVWVFkVtVWpJi9pVVVFBaxe7WGtJFSlF7TQIIYhE9mWW3x8jk0wmiUkySZP+3s/z5CF3ztx55+bcc88959xzmjdn+PDhrF69mmvXrlGiRAmjdZ42b96Mvb09LVu2pE2bNlhZWbF+/fos9mw6lUpFcHAw/v7+vPLKK9jZ2RESEoKnpyf79++na9euNG/enEGDBnHr1i2j93fo0IGrV69y+/Zt/bbdu3fTrl07lMq00yi1Uyw+Pp4BAwbQtGlTunfvbrB+U6qGDRtSvHhxDh48qN925MgRPD09qVixYo6+X0hICN7e3vzyyy907NiRFi1aMGLECMLDww3SHT9+nEePHtGuXTu8vb2pUaMGGzZsMOkzQkNDmT17Nh4eHgada2aRFE3Kgalo7v9psNmiii6Pah5fR+lW0XidJa0GbdQ9lCV0nWmKEpXQRt0FrWElQBt5B6VrWoeb5sZBEr/3Rf2X4XQkuVXGxZL9E90Z/5YLttbGo+ddHJSERRpWqFLUWh5EqgmN0D2mXdxRSVyi1qhD6e4T3ev3IoyngfI/Fkv4MzUT3nLJfeyli3Fg8wjGj2iPrY3xqAUXF3vCHkYZxq5S8+BhFKH3dR0KxV3siYtL4ll0gmHs93SV63thkYTef0pKiprynoYVeu9yut9D7ma99tR/JW5N/DPCVo4i/tpJg+3OjToDkBh6GZty1UgKu5HhjRqSH93GxqMKADblqpH8KMRonYXkh7f0aex8XkYdF4WlSykqTDtEzfWxvPTTXUp1M1x/zWSJ0STtnoz6brDBZsuX2upCfHQNZcnKqCOMz1FNZChKN12ZpixZGU3kHaNzVBMRok+jefA3idu/gISoDJ/VDk3sE7TxEZhKmxBN3NYJqEIMRyta19LdfKofXMWidGXUjzOU+1oNmog7WJSqBIBF6SqoI24bxa1+EoJFqefldXI8qtvBoFGB0gKlWwUc318CCgWJp7KepjQ7ZYop2T+iGOPb25PZoCIXewVhUYYxpai1PIjSEBqp217cXklcklZ/85Tq7lPd7/eep+vT1IYTN1Xs+CuJmEQtx2+kEHAuiS4v57yRrIyzgv2DrRjfyjLzuO0gLNpwlFaKWsuDaC2hz++fi9tDXDI8yzA1xt0o3e/3orQUt9OVt/cz7Cv0eZrUf01V5PNLESwXoejmcyjCx7yIxl1UYy/K1/+k2Gf8Nnuk/qmkVJVe08Uecesyrj7ViLxjGLtWoyE67Dau3lX0237//ivW9KjL/bOGA0lMfT0npDyXssVU2oRnRG34guRbpwy229XpCIAq7CpWZaqgCjfOK6ond7EsXRkAK/cqqJ4Y13FVj0KwdK9ssK14z1moHl4n7pjhVGq5Uaa0M/t/Gcz4Ya9nOgLdpZg9YQ+jDbalqNQ8CI8mNCxKF08xO+Lik/UdSqnuhun+Jveep3vRZ5lKFfeMq0tGEnXJsFwp1bwLALG3L+PgXY24e4Zrz6HRkPAwBAdPXbni4FWNhAf/GJWJ8WE39WlUcdHcD1yNd9fhFKveBEuHYnh3H4mTT03CDq7LcexFPr+UtGf/8k6MH1QXWxvj9UxdnK0Je2y4TEKKSsODx3GEPtQt71Dc2Ya4hBSexSYbpLv7QPf6vYexWFgoqerjQsnidmi1Wp5EJvLjpsuc/Cuc9zoYfj+T4pa6opTn/wexF9W4M5KOpiJs2bJl1K1bl7p161KrVi1atmzJjRs3mD9/Ph4eHgDs3LlTn6Z27do0adKEw4cPM3PmzBdOm5f6vvQ/gwYNynGcH3zwAcuXL6dRo0acOHGCmTNn0rlzZ9555x1u3kxb6FClUrFjxw5atWqFra0tLi4u+Pr6EhAQQFJSzudD7dSpk8Hx+eCDD6hduzYzZswAIDY2ljt37vD9998zatQoli5diqWlJb169SIiwrAhs2LFilSpUkX/VJNarSYwMJCOHTsapEtdW+mLL76gU6dOrFy5kubNmzN06FBOnjS8uVQoFLRt29bgSam9e/ca7dMUsbGx/PHHH+zZs4epU6cyb948Hj58SN++fQ2O3datW3F3d6d+/fr6Y3Tp0qVM1+tK/3evWbMmnTt3xsXFhTVr1mBvb5/jGHNK4VEHyyYfo75xAO2T62DjbLgw73Pa5FiwcdS9x9bphWkAXWeUKtEoXW65OChxd8l64flujR04cCGR5YdieBqrJixSxaT1kcQkakhI1jWEdq5vj0IBn/38lBsPUohO0LDzz3i2nY4H0KdLlazSsuZYLB3q2uFdMvdPmLkUs8e9VObzQAN061SP/b9d5kf/YzyNjCPsYRQTZ2wjJi6JhERd5bJzu5dRKBV8OmE9N/4JJzomgR37zrN191ld7InJxMTp8qGjg+Hj5qmL0MbG5ewcL6pxZ2RXuSGl3h5D9JldJIVewsK+GOp0i36n0iTEYGHnBICFvTOa+GijNOqEWJR2ukf+LZzdQGlJ+Yk7iDkbSMj0jkQe8ad0j8m495qWp5hTWZSri03LT0i5sh/No2sobJwgi/NPYfv8HLXJ/BwlOQ5FunM0I+umA7Cs0IzkY0syfYw8Jyy962H/+qck/b0P9cOrKGydDRbm1cedFJcWt60z2sRMvltSLApbJ6PtDu98i+ukU9jW70b8wQWoH1zOVawu9krci2VdVetWz4YDl1NYfiyRp3EawqI0TNoWT0ySNq1sedlaV7asj+NGuFpXtpxPYttZ3XmQmq5jLWs6v2zN2C3xNJwRxSD/WOp5WTK+Q86flnSxU+DulPWUdd1qKzlwXcvyU2qexmsJi9YyaZ+amCRISHked3ULXdwBKm480RCdqGXnJTXbLupuAhNSwMdVQf1yChYHqTlwXUNMkpbL4Rom7lNjbaFLk1dFKr8U0XKxqOZzKMLHvIjGXdRjT68oX//dazai4QdjuXV0JxG3LmHjWIzkOOO4kuNisHZIWyM14talbPf7otfzSspzKVtMZe1TH6d2I0g4v5eUsCso7ZzRJBrncW1SDMrn56fCzhltJmk0iTEo0+UVuzqdsKvTgaerh+cpxlQuzna4lzJeizhVtw61OHDsOsvX/cHTqHjCwqOZ9O3e58dcV1Hq/EYNFEoFn30ZwI2Qx0THJLJz/yW27bkIoE/3os/Ki2LVGuHz3lge/b6T2NuXsHQohire+PxUxcdiaa+LwcqhGKq47NMA3FgxiaTIcJosOsHrOyKoNmQ2N1Z9RfjRzUbvzY0ilV+cbHB3y7otp1ubChz4/R7LN1/h6bNEwh7FMWnBaWLiUkhI1A187fxaeRQKBZ/NPMGNO8+Ijk1m55HbbDuoG3CYmi7V7mN38e0TwNzVF2jZwIPOr+Vs2jyQuqKU5zlTVGMvqnFnJGs0FWE9e/akT58+gG56OhcXF5ycDCu8rVq1YvTo0fo0jo6OFC9e3KT9BwQEGG07f/48Y8aMyXGsLVu2pGXLlqSkpHDx4kWOHDnCunXrGDhwIPv378fa2pqjR4/y5MkTg46Wjh07cuTIEfbu3Wu0ltOL/Pjjj5QuXRrQTRNYokQJg+kCLS0tiY2NZd68efoniObNm8crr7zCtm3bGDhwoMH+2rVrR2BgIEOGDOH06dPY2tpSt25dTpxIG3VnZaXrdR4wYABvv/02AC+99BKXL19m1apVRlPytW/fnn79+hEZGYm1tTXHjh1jzJgx+jWfTGVpaUlSUhJLliyhWDFdwbR48WJatGjB4cOHad++PU+fPuXw4cP07t0bhULXANihQwdmzZrF+vXrjToeU//+ERERzJ8/n4iICEaMGGH0FFp+UJatj3X3lWifhZK8+3l+U2SzzkZqw7Mpaf4Fw9o6oVZrWbg3mu92RWNlAd2bOPB6TTtuhusq7pXcrVg6sASTN0bx5qxHANQoZ8Xwds7M2PbM6EmpwPMJPI7RMOA145tccxo+8DXUag0LfzzMd98fwMrSgu5d6vN6i2rcuq2Ls5JPKX6Y05vJftvp1GuxLvZqHnw66HWmz92Nra0VycnZPyKvVOZgHZX/SNz2VZtSfkIAyY9uE7r4eXmjyGb8R+qINxPSKC2tsbBzJHzDVJ7sXABA3N9HsXBwwe3Nz3i09Vs0mTScmMrCqwH2fVajiQwlceuoF8eVOtJQacL3y8Cq8QfYtJ9CysUdJP/+Yy4j1rH0aYTzoHWon94l9pdPdRuzPZ6mlC3GcSedXEvy2a1YvdQa+3ZfoLCwJn7vN3mIPHPDXrNFrdGy8HAC3x1I0JUt9W14vZoVNx/p8m6lUhYs7e3I5O3xvLlYd0Nbw8OC4a/bMmN3ArZWuu/2yS+x/HlHxZi2dtQqa8H1cDWLjyQyYn0ci3s56K8bZom7uQVqDSw8rua7o2qslND9ZSWvV1JyM0J3zCu5KVja1ZLJgSreXKm7Ya1RWsFwXwtmHFLrRzMu6GLJV4Eqhgfo0jjbwOhXLVgcpM50xGNO/NfyS1EoFzNTVPM5FN1jXlTjLiqxF+Xrv8fLzeiyIIBnYSHsnzLweVhZx6XN4tpe0KQ8LxznaFGI27piY0oO24D6yR2e/jxUtzGbvKJ9XsfN7jzQn5+OJSjeex5Rmyejfhqa6xhzYtiHvrpjvuI43y07ipWlku6dXub15pW5eVs3ar1SeTeW+nVj8px9vNlvJQA1qrozfEALZiw4mKenl0zhUqMZ9WZsJ+FhCH/PHgCAIo/3Fallj7VLSZosOYlWncIFv74kPQnDrWFbKvaZhDoxjjub5+cp9v9cfulVU9dusfYi3/18Xpdf2lbg9SZluXlXV7+q5FWMpZNbMHnxGd78ZC8ANSoVZ3jvWsxYdhZbW8Nm5tpVXFnzTSuuhUSxcO1FBn51lDV+rcx7byF1RSnP/w9iLypxS0dTEVasWDG8vbMfDeDg4PDCNFnJ7H0PHz7M0T6uXr3KL7/8wsSJE7GxscHKyop69epRr1496tevz0cffcS1a9eoVasWW7duBWDYsGFG+1m/fn2OO5o8PDyy7RRxd3fH0tLSYJo6W1tbPD09uXfvnlH6Dh06sHDhQu7cucOePXsyXUcptWOrSpUqBtsrVarEb7/9ZpS+fv36lChRgoMHD2Jra0uVKlXw9PTMcUeTu7s7pUuX1ncyAbi5ueHi4qL/Ljt37iQlJYXVq1fj7++vT6fVatmzZw/jx4836KhM/ft7e3uzbNkyunfvzoABA9i2bZvJnZW5YfFSJ6w6zkH7NISkDX3Tps9KikFhbfzEg8LGEU3M8ykCE2NQuJbMNA1JxiOGCoqlhYLP3yzGsHbOhEaoKFXMAmc7Jb0XPaaYfVol07eaLYe+LM39p7qCv1wJS7ac0j267mJvWBndfz6Byu6WVCubvxV/S0sLRn/yBsMHvkZoWCSl3JxwdrLj/SE/Ucw5bTSUb+NKHNo2insPogDw9CjO5p26qRCLOduT+HyERVy84eiI2CxGU/zX4y7WrDuew34i6cENQqZ1Qv18Dm9N/DMs7IzzudLemZSnunJBHR+NpUtpozQWdk6on8/bnToqOjp4j0GamL/2U6LtYGw8XyLhxplcxW5ZszN23eaieRJC/Or30T5fN02bFAPWxnNmK2wc0UTrrh3axBiUDsbnKDaOuvcbvFGBTdsvsfH9iJTzW0nYMiJX8aayrvsWTu8tRP34Fs+W9dSvJaVNjM70aSqFrSOaZw/S4nbKpGyxdcp0NKIq9C8AUm7+jtKxBHatPiE+cI5uWh0zsrRQ8Pkb9gx7zY7QSA2lnBS6suWnGMOypZIVh0Y5c//5lBLliluw5U9dHnaxV3D2rorjN1RM62JP9wa6aSEa+Vjh6WrBR2ti+e16Cq9VNd+6jpZKBZ+/Ysmw5lpCo6CUIzjbKuj9SwrF0p1Svj5KDn1kxf3n0+mVc1Gw5YKufHSx1VWA3RwULOlqRXSilkex4OWia3eYsl9tsK+c+k/ml0JeLmYZdxHN51CEj3kRjbsoxF6Ur/9V3uhO2ykriLx7g23DOpL4TBd7UuwzrO2NBz5ZOzoT+/h+rj7LnKQ8LzznaGGP267B27h+8D2q8Fs8XtgNTZwur2gSog2eMkmlsHVGG/lAn8bSqZRRGqWtM5oEXV4p/v5cUh5cJS5oDSjTz4ah0P2uyfnaNS9iaank8yGvMuxDX0IfRFGqhCPOTrb0HraOYs5pT2j4NvLh0IYh3H+gK0vKebiwZbdu1hMXJ/OX1ancX+1OzbErib93neBxHUmJ1pUrqrhnWNobn5+WDk4kPrmvT2NT3PiYW9o7oYrTfY+yHQZgV9qL432rEX9fN5vO079+A4WCKgNmELbfX/+ZOfWfzC8WSj7/4GWG9apJ6MNYSrna4exoTe8vDlHMKa2O5FuvDIdWvMn9cF1bRTl3R7bs1z3R5OJoWJfyKuOEVxknGtYshaO9FePmnSL40mMa1jT+/rmPW+qKUp7/92MvKnHL1Hki323YsIFDhw4ZbXdyckKhUFCiRAkiIiI4evQoXbt2JSAgwOCnW7dunDt3juvXr2ey99xr2LAhKpWKixcv6rclJiYSGhqaaSebj48P1apVY8+ePezfvz/TKe5q1KiBg4MD588bLmB7/fp1vLy8jNKnTp8XGBjI3r17M+28MvW7hIWF8ejRI/22R48eERkZqf8uW7dupUqVKmzfvt3g+E6ZMoWEhAS2b9+e5f7t7OyYM2cOT5484euvv85VjKawbDQIqy4L0dw/S9K6dyHusf41TcQ/KIpn+LsolCiKeaKN0FUaNU//QeFSDjDsgVcUL4/mifHaWwXl1M0kjl9NxMZKQSV3K5ztlKjUWq4/SKHG846isEgVm/+II0Wt62AqV0I3DuDSvRSK2Sso65pWuUxRazlxLYl2dXL3+HaOYv8zhON/3MDGxopKPqVwdrJDpVJz/VY41auW0cX+MIpNO/4kRaXG06M4nh66jsjL1x7g4mxHuTIueJV1xcJCyZ17hhX51LliK5bPpPPhPxq3W+eReI1cQ/z1P7j1ZStUUWkd+Elh17F2z7BGm1KJdanyJN27mpamVHmjUbbWZSrq0yQ/0J0TSivDuaQVFrr8pk3O3dSR1s0/wu7dJahDzxL3U1e0sWlljubJLZQlfAzfoFCiLO6F5vGNtDTFPY1iV7qW16cBwMIKu57LsPH9iKQTP5CwaXiebqbsXhuKU59lpNwO5tmizmij09avUz+6hYVbJnG7eqMOv/48zU2UJbyN4rZw89EvLG5Rugo2jd4z+mxV6AUUVrYoHFxzHX9WToWkcPxGiq5sKWWRVraEq6lRRldmhEVp2Pxnkq5sKW5BueK67Zce6BbELeui1M9pXs/LcPxRg+eL5d4MN++I9FN3NRwP0WBjqaCSmwJnWwUqjZbrj7XUKK07xmHRWjZfUJOi0XUwlXPRbb8UrqWYLZR9Pq5i9xU11x5pcLbV7cvaUsGVcC0aLdQonbtq7n82vxTicjHbuItoPocifMyLaNyFPfaifP2v32ckHWauJeziH2wc+BpxT9Jij7x9nWKehrErlEqKeZTnacjVXH2euUh5XrjO0cIct1ObYZQYuILkf87waE4HNM/S8ooq/AaWpYzziqWbFykPdXkl5eENLN28jPKKZSkfUh7o0tjX74Jt1RZ4Ln2C5w8ReP4QgaWbFw7N3sPzhwhsqvjmOO4XOXXuLsdP/4ONjSWVyrvh7GSLSqXh+j+PqVFF13EdFh7N5l3nSVFpKOfhQjkPFwAuXQ+nmLMtZctkPZVTXpTvPoraE9cRdfkPTo98jeSnaeVKXOh17D0qGb5BqcTO3Ye4u1f1aezcfYyOuX3ZSsTd0aWxK+1FUmS4vpMpVeSF4yitbYw/w0T/2fxyIZzjfz7AxtqCSl7FcHa0RqXWcP12FDUq6s7FsEdxbN5/S5df3B0p567rELx0K5JiTtaULe3A02eJBBwKISLK8JpT/fk+HkUYrh+T57ilrijl+f9B7EUlbuloEvmqWrVqdO7cmYkTJ7J8+XJu3rzJ7du32bdvHxMmTODtt9/Gw8ODHTt2oFKpGDRoEFWqVDH4GTJkCEqlkvXr15s1tgYNGtCsWTO++OILgoODuXnzJmPHjsXCwoIuXbpk+p727dvz008/4erqyksvvWT0uq2tLQMHDmTJkiXs2rWLu3fvsnTpUoKCgvjwww+z3Ocff/zByZMnad++fZbxRkVFcezYMaOfxMRE2rdvT/ny5fnss8/4+++/uXz5MqNGjcLHx4dXX32VS5cucfXqVXr37m10fHv06IGnpycbNmzI9nhVq1aNgQMHsmfPHg4fPpxt2tywqNMLq9cnor6ym+QN/SDD0w2akOMovRqDXdrNmtKnpe5piZBj+jQKGyeUFV5Je6OdK0rPRvo0/4bA8wlM3hBFijpt+r4tp+KJTtDyei1dZ1FEjIZJG6I4dTNtVMHjaDW7z8bTqqadwSPa18NSSEjWUs/HvKNpMo39yCW+9NtOiiqtkX/LrrNExyTSuqXuHIiIjGPSzABO/RmSFntEDLv3X6BVi2ooFApsbKxoUMebA79dRptuGsPAI5dwcrSldo2y/xdxu7YZiEe/b3n2+2ZCpncyWmsh5vxBHKq31K2x8JzTy22wsHMi5vwBAGLPH8DC3hmnOm/o01g4u+HwUgtizh/U7eev/Wg1Glx8exjs37lhJ1TRT0i8dyVHcQNYNeyNbfvJqP7eSfzq943OUdXNo1iWb4LCPu0ctaz0CgobR1Q3junTKGydsKz0qj6Nwt4Vy/JNUN1MO0ftus7D8qX2JO7+iqR9eVtTwrZZXxy6TCX5r+1EL+thtB5D8rUjWFVqhsIhbTFMq2qvobR1JPnqb7o0V39DaeuEVbVWaXE7lMCqYlN9GkuvOjj1Wohl+QYG+7eq9iqaZ+FoYx9jboGXUpi8Pc6wbDmbTHSiltdf0jUqRsRpmBQQz6mQtNHUj2M07L6QTKtqVigUCiq46aqDwXcMR1yfvav73dPVvNXFwGsaJu9TGcZ9QUN0ErxeWfk8bt26TafupqV5HKtl9xUNrSop9WXiDyc1LPvD8KZvdbAGJxto5JXzx/7/0/mlkJaLL4y7iOZzKMLHvIjGXZhjL8rX/1rdBtFy5CyuH9jEtk86khxrGPudPw5Qrn5L7FzSYvdu0gZrByfunDyY488zFynPC985Wljjdmj5AS7dp5Pw5zYeL+iGNsEwjydeOoJN5eYoHdPyim2NVihtnUi8pLsvTrp8BKWdM7Y1XtenUTqWwKZyMxIv69I8nPGq0Y866gEJ5/fxcMarJN/5K0dxmyLwt2tMnrXP8JjvuUB0bBKvt6gMPD/ms/Zx6twdfZrHEbHsPnSZVs0rmX2qMIBynQZRdcgsHh7dxJ/jOqDKsM5bxJ8HKP5yS6yKpZUrbg3ewNLeiYhgXZkYEXwASwdn3Bq21aexKuZG8dotePKnLk3c3WtYFyuJfTnDGWdcajRDq1aTEH6HnPpP55ege0xefIYUVVrdesuBf4iOS+H1JrrZgiKeJTFp4RlOXUgbcPg4MoHdx+7QqnFZFAoFiUlqxs07xebnTzmlCjqn60ys6uNi3rilrijl+f9B7EUlbpk6T+Q7Pz8/atasyfbt21m6dCkpKSl4e3vTvXt3+vXrB+ietmnWrBkVKlQwer+XlxetW7dmx44djB49Gnv7rBcvzKlFixYxZ84chg0bRmJiIvXq1cPf3x9X18xHnnXo0IF58+bxwQcfZLnPoUOHYmdnx7x58wgPD6dixYosWrSIxo0bZ5q+bt26uLm54enpqZ96LzPXr19n0KBBRtsPHTpEuXLl+Pnnn/nmm2/o168fWq2W5s2b891332Ftbc3WrVtxdnamc+fORu9XKpX069eP6dOnExwcnOXnp363wMBApk6dSqNGjXB0NH6cPVccSmLV+ks0UaGo/1yNwr2mwcvayDuozq7FskE/bN5bS8qJBSjsXLB6bTzqW0fQ3NctbKcJPY36zkmsO88n5Ygf2oQorHxHQGI0qnNrzRNrLvRs5sCmk3GM/yWSbo3tuRqWwtxd0XSoa0ejSroRpzU9rajnY83UTVGM6VwMSyXM3xONpVLB8HaGj95ff6Bb16li6fydNg+g59sN2bg9mHFfb+WdN+tx9cZDvvv+AB1a16RRPd1IrZrVPKhX24sps3YydlhbLCyVzP/hIBYWSoYPSrsx//jDV/lw+M98NnED3TrV49zFu6xYF8TnQ9tgZ2veTrPCGLelS2k8PpxDcngIT/Z+j51PXYPXk8L/ISJwGW7th1Jh8l7CN07H0skV9z5+RJ/dS/y1PwCIu3yC2L9/w/Oz1TxcMx5VzFNK9/gSdXwUTwOXAZAcHkLE3u8p+dbnaNUpxF0+jlP9DhR/5X3u//QZqHM2hYvCsSS27aegibxL8qlVWJSpZfC65ultUk75Y92kP/Yfrifp8FwU9sWxbTuRlGuHUIfqyhb17VOo/vkdu+6LSAycgTY+EptWn6NNjCb5lG5KT8tqb2D18tukXAlEHXoWi3L1DD5L/eBvUCebFrdTKRzemoY64g4Jx1dgWc5wLTr1k9sknvgZuxYDKTZ0M/H7ZqNwcMXhzckkXz6I6rZueiHVPydJvnECp95Lidv5Ndq4p9i3G4Mm4RmJQasASPprJ3avfYJT32XE7/ZDExeBTf1u2NRsR8zaofmyTlzPhjZsCk5i/NZ4utWz5upDNXMPJNChphWNfHTlQ00PC+p5WTB1Zzxj2trpypaDCVgqYXgrXUd3dQ9L3qhuxbf7dB3gtT0tuPlIzeLDidTwsKD1S+Yta3rWUbLpgobxe9R0q63k6iMtc4+q6VBNSSMv3Q1cTXcF9coqmLpfxZhXLXVxH1fr4vZNe8Kzdz0lU/arqVJSTR0PBXuuath1RcOUNhY42eSsYeQ/n18KYbloUtxFNJ9DET7mRTTuwhp7Ub7+25cozSuj5vDsfgh/bVhKqZcMr8nPQm9xYdMy6vT8hK5L9/HHj9OwK1aCFp/5EXJiLw8unMzR55mLlOeF8xwtjHErnUvh8u5MVE/uEHNkOdZeLxu8rnocQuzRFTi2GkzJkQFE7/wWpWNxinX7moSL+0n+5zQASTd+J/HacVwHLOfZlsloYiNxfnMcmoRnxB5dAUBKJh0DWlUKmrinmb5mDj271GHTrvOMn7mHbh1rcfXmI+YuO0qHVtVoVEc340rNqu7Uq1WWqd/tZ8zHr2FpoWT+T8ewtFAyvH8Ls8dkXbw01T7+jvgHIdwN+B7nyoblSnzYLe7u+AGvtz6hwax93PKfhlWxElQd9A2PT+0l6rKuXIm8eJynf/1G7fH+XFs+jpRnEVTqNxlVbBShO34A4N7elXi9NZT6fru45f81iY/vU6J+a8q/O4q725eQHBluFF92/vP5pX1FNgXeYvy8U3Rr48PVkCjmrr5AhxZeNKqlm+quZqXi1KvuxtTvgxnTvw6WFgrm+1/E0kLB8F66dhyPUg50a+PD9+svYWmppHoFF4IvPWb55iu880YFKnmZ9yk5qSvq/L+X5//12ItK3AqtNh9qPkII8QIJfuX1/7eo3R3rjrOzTJu8azTqi5tRuFXBqvVklOXqQ3Is6usHSDk8A5Lj0hLbOmP1+pdYVH4DFAo09/8k5eA0tE//yXTflr4jsGoxwiCezNiNv63/v3ZPqyzTnbqZRL8lT1j9iRuNK6VNWxJ0LZG5u6K5Fa7CzUnJWw3t+aiNE1YWaQ2hT2LU+AU8I+haElqtlsaVbBjZ0RmfUoYVmp8OxTBnVzTnZ3lgY5V9Q6qiQ7qnzyI3Zpv21J8h9P1kJf5L+tO4ftrj/kGnbvLd0gPcCnmMWwlH3u5Qh48+eAUry7TG3icRsfgt2MOJU7dAq6VxfR9GftwGHy83g8848NtlFi4/TMjdJ5Qu6cz73RrT//3mmQdU/F2TYi/McV/olnaRLt6qH56fLM/ye4QuHkDkkTXYeNbAo/8cHKo2RZ0QQ/TpHTxY/YXB4t0WDi6U+WA2zo06o1Aoibv2Ow9WjSEpLN0UowoFJTuPxLXNQKzcPHUNXDvm8fTQqixjqL0lrQMnelLaSBarej2w6zo3y/clbBlJyrmNKEtVxbbjVCw8G6BNjkV1JZDEvV9nOEeLYdvhK6xeagsKJao7Z0jaO1U/vaVttwVY130ny8+KmdMYbZThOnrO09PWgHgyIu1Rb5vGvXB6b0HW+/plOEmn12PhXg2Ht6dj5dMQbVIsSRf3Er/9K7RJaXEr7Irh8NY0rGu118Udcpq4gEmoH6VNy6lwLIlDxwlYvfQ6SofiqMIuk7B/LsmXArOMwW1+2khn7cYmWaY7FZJCv5WxrO7vSGOftDIh6GYKcw8kcOuxGjdHJW/VseajV2wNy5ZYDX574gm6pUKrhcY+loxsY4ePW9q5kKzS8sPRRLb/lcyjGA0exZS0rm7F0FftcMikw0bx7h9pca+oZfS6Pu67GvqtV7G6pyWNvdJGAQbd1jD3qJpbEVrcHOCtmhZ81ERpGHecFr/DaoJua3RxeykY2dISH1fDePyD1aw9q+ZxHPgUV9C/kZJO1S3IimJA2pS5RSm/pM8rRbk8L6r5vCgf86J6DS3Kx7woXf/TX/vn1TOsc9bo8gFvfJV17IFfDeDyTn9KVKzBq6O/o0ztpiTHx3Drtx0cmzeWlPjYTN/3zo+6J502D26dq9dTjTybov+/lOeF6xwtzHGHDnbR/9+heW9c+y3O8ntErBpK/MlfsPJ4CZceflhXbIQ2MZaEv3YTtelLtElpeVxhX4zi3WdiV6cjKBUk3TxF1MYJqMJvZrn/MjMvkHT9BE9/HpplGs8fo/T/14avzDLdqXN36ffZr6xe8B6N66ZN2x90JoS5Px7j1u0nuLk68Fa7mnzUp6nhMX8ah9/iQwSdua27D63rxcjBr+DjmfkA3Kw+Kz1F6f76/we+njbGvWy7D6g55qcsv8fFWf0JC/THsXwNqg2di0uNpqgSYngUtJ1rP4xFnZB2zC0dXaj28RxKNe8CCiVRl37n6vefE38vrUy0dnWnyqCZlGzUHqWNPfH3bxC6fSn39qzIMoa2h9I65YtSfjHIKze+ynI/oJsmr9+EI6ye+RqNa6cNeA4695C5q89zKzQaNxdb3nrdh4/erY6VZVo9/klkIn4/nSXo3ENdnatWKUb2q41PWWd9muQUNSu3XmXboduEPYqjTEl73m1bkf5dq6FUZlLnqjw1LXapK0p5/n9QVyyyx/wFpKNJCPGveFHHTmFjakdTYZOTjqZCJwcViEIli4amoiCrjqbCLquOpqLA1I6mwsbUjqbCKKuOpsIuJw2ThY6JHU2FTU4aDwqd/8A1tEjFDUX2+p9dR1Nhl1VHU2H3XynPi1TsWXQ0FQWmdjQVNll1NBUFWXU0FXY56WgqbEztaCpspK74LyiqcUPRjT0HHU1Fq7QXhUrnzp0JDQ3NNs2pU6ewtjbPjVZ4eDjt2rXLNk2tWrXw9/c3y+cJIYQQQgghhBBCCCGEECJ70tEkcu2HH34gJSUl2zRWVuYbFefm5kZAQEC2aWxsbLJ9XQghhBBCCCGEEEIIIYQQ5iMdTSLXPDw8CvTzLCws8Pb2LtDPFEIIIYQQQgghhBBCCCFE1pQvTiKEEEIIIYQQQgghhBBCCCGEMeloEkIIIYQQQgghhBBCCCGEELkiHU1CCCGEEEIIIYQQQgghhBAiV6SjSQghhBBCCCGEEEIIIYQQQuSKdDQJIYQQQgghhBBCCCGEEEKIXJGOJiGEEEIIIYQQQgghhBBCCJEr0tEkhBBCCCGEEEIIIYQQQgghckU6moQQQgghhBBCCCGEEEIIIUSuSEeTEEIIIYQQQgghhBBCCCGEyBWFVqvV/ttBCCGEEEIIIYQQQgghhBBCiKJHnmgSQgghhBBCCCGEEEIIIYQQuSIdTUIIIYQQQgghhBBCCCGEECJXpKNJCCGEEEIIIYQQQgghhBBC5Ip0NAkhhBBCCCGEEEIIIYQQQohckY4mIYQQQgghhBBCCCGEEEIIkSvS0SSEEEIIIYQQQgghhBBCCCFyRTqahBBCCCGEEEIIIYQQQgghRK5IR5MQQgghhBBCCCGEEEIIIYTIFeloEkIIIYQQQgghhBBCCCGEELkiHU1CCCGEEEIIIYQQQgghhBAiV6SjSQghhBBCCCGEEEIIIYQQQuSKdDQJIYQQQgghhBBCCCGEEEKIXJGOJiGEEEIIIYQQQgghhBBCCJEr0tEkhBBCCCGEEEIIIYQQQgghcsXy3w5ACCGyEhsbS/PmzXFwcODo0aNYWVnpXxs3bhz3799nzZo1Ru9btGgR27Zt4/DhwwD06dOH06dP61+3tLSkePHiNGnShBEjRlCuXDmzxdyqVSvu37+v/93KyoqyZcvSvXt3Bg4cqI9v8eLFBu+zsLDA2dmZevXqMX78eDw9PTP9LvlJpVKxbt06tm/fTkhICDY2NlSvXp3BgwfTpEkTg7TZ/W2gYI+5qbH36dOHsmXL8s033xi9P2N+yhh/ev379+eLL74o0NhbtWrF22+/zfDhwzPdR2Z5ytraGg8PD95++20GDx6MUmm+sSWm5hW1Ws2GDRvYunUrt27dwsLCgkqVKvHOO+/QrVs3FAqFPm3VqlUNPkOpVOLo6EidOnUYPXq00ev5Gf+9e/d4/fXXs3x/o0aNWLNmTZbl0J49exg9ejTdunVj6tSpeT722eVHgJMnTzJr1iyTy8Rx48axbds2gzSp52jTpk0ZP348rq6ueYo5Pa1Wy7Zt29i2bRs3btwgNjaWMmXK8OqrrzJ48GBKliwJGOcBGxsbvL29+fDDD+natat+e8bjoVAosLOzo2LFinz00Ue0adMmzzGbWl4U1nIlq1hNLZcLOo+YGn9WxzpVeHg4Cxcu5NixY0RGRuLi4kKzZs0YNmwYXl5e+R5vZjFfuXKFXbt24e7ubpDu3z4vs1O1alX8/PwAGD9+vMFrVlZWlCpVirZt2zJixAji4uLo2LEjVatW5eeffzba1/r165kyZQorVqygefPmeY4tq+vh9OnTWbduHTNnzuTUqVMmHcthw4YRHh7Opk2bDNK+++67nD9/njVr1tCoUSP99h07djB27FiCgoIoUaJErmK/f/8+48aN48MPPzR6ffLkyWzYsIFhw4ZhZ2fHnDlzWLVqFU2bNjVI9+2337J161a2b9+OSqXi9ddf54033mDRokUmH6/8ir1Xr17s27fP5PyQ2bXd1taWsmXL0rNnT/r27ZvnuEH3t3N0dDR4LWMZndM6i5+fn8G1KSUlhZEjR3L8+HGWLFmCr69vnmI3NX4/Pz+T6yzpz4vUe4+6devy2WefUa1atTzHmz7u9PdDCoUCe3t7qlevzmeffUbDhg0zLfPS27x5M7Vq1WLcuHHs3LmTjRs3UqNGDYM0W7duZfz48Vy7dq3AY8/tfWh+1FlyEvuLrqWpx3TSpEn06dPH4LXU+rG/vz+NGzc2S8yZ1Y2srKxwc3OjVatWjBkzBjs7O/1ru3fv5tdff+XKlStoNBq8vb3p0qUL77//PtbW1vp0OTn38zv2vLZblCpVio4dO/Lpp58afEdz2LFjB2vXruX69esoFAoqVKhA9+7d6dmzJ5B53SS99OdpQdwTvSgegGHDhmXZfpKxzMi4P6VSSYkSJWjVqhVjx441yjsFEbsp7USLFy9m8eLF+Pv7G9RTABISEujcuTOlS5fG398/18fclHgtLCw4c+YMDg4O+m1z5sxh+fLlDB8+nGHDhum3h4eH07JlS+bPn4+rq6vB9T21XPTx8aFHjx68++67Btfc3MrJfdqLzoXU/RVEG5epbRGpevbsyblz59i+fbvRtTw1z6eX2s5Ss2ZNxowZQ/Xq1c0SdyrpaBJCFFq7d++mRIkSPH78mAMHDtChQ4dc76t9+/ZMnDgRgKSkJEJDQ5k3bx49e/Zk48aNeHh4mCts+vfvT//+/QFITEzkwoULTJo0CTs7O95//30A3N3d2bx5s/49KSkpXLlyhWnTpjFkyBB27dpllourqZKSkvjwww958OABn376KXXr1iUxMZEtW7bw4YcfMmvWLN588019elP+NgV1zHMau6nSx59e+pudvDJn7BnzVFJSEkePHmX69OlYWVkxYMCAAo05JSWFTz75hAsXLjBs2DB8fX1Rq9UcP36cb775hsOHD7No0SIsLCz0+54wYYI+L2k0Gh49esT06dPp378/+/fvN6jE5mf8HTp04MSJE0bvDQwMZNq0adk2CuzZs4cxY8bw3nvvMWnSJLOdx1nlR4DixYvneH9169Y1aJRMTEzk3LlzfP3110RFRbF8+fJcx5qeRqNh2LBhBAcHM2TIECZPnoyDgwM3btxg6dKldOvWjW3btukbbdPngfj4eE6cOMGkSZNwdXXl1Vdf1e83/fHQarXExcXx008/8emnn7JhwwZq165tlvjNrSDKFVM//0XlckHlEXNJTk6mb9++lC9fnoULF1KqVCnCwsJYuHAh7733Hjt37iywjpr0YmJimDRpEj/99NML0xbWY56+PExJSeHcuXNMmDCBpKQkJk+ezJdffsnIkSPZvHkz77zzjj5teHg4s2fPplevXmbpZMrK9OnT+fXXX5k9ezadOnXi1KlTJh3Lpk2b4ufnR2JiIra2tgBERUVx8eJFypQpw/Hjxw0acIKDg6lWrVquOplSWVlZERgYaNRZo1Kp2L9/v/6a0b9/f44dO8YXX3zBjh07cHFxAeDQoUOsWrWKpUuX4u7uzr179wDYv38/u3fvpmPHjrmOzRyxu7q65jg/pC/3AZ4+fcqvv/7KjBkzcHNzy1P9H+D+/fvMmjWLr7/+Oss0uamzZDwGo0aNIigoiB9//NFsjfCmxF+mTBmT6yzpz4uUlBQePHjAsmXLeO+991i3bp1ZG5vS3w9ptVqioqKYO3cuAwcOZO/evUbxZJS+bqNSqRg3bhxbtmwxe0N7bmPPiYKss5gr9u+++45XXnmlQAZpZKwbpdb//Pz80Gg0TJkyBYAvv/ySnTt3MmTIEKZMmYKlpSVnzpxh4cKF7Nu3j5UrVxrcK5hy7hdU7LndZ3JyMjdu3GDSpEmo1WqzDkravHkzM2bMYOLEidSvXx+tVktQUBDTp0/nyZMn+k4CU8/TjPLjnmjixIl8/vnn+t99fX2NriHr16/P0T4zlouhoaFMmTKFCRMmsHDhwjzHnMrU2E1pJ/roo484cOAAX375JTt27MDGxkaffsGCBURERLBy5co8dey9KN67d+/Sq1cvLly4YDAg5vjx4/o6VPqOpjNnzqBUKmnatKm+o2/Tpk2UKVMGjUZDdHQ0hw8fZtq0aYSFhTFy5Mhcx55Tpp4LUDBtXDm5roeEhHDu3DnKly/Pr7/+ytSpUzPdZ/r9qdVqQkJCmDlzJgMGDODgwYNmaWdJJR1NQohCa8uWLbRo0YKwsDDWr1+fpxtNW1tb/ah5gHLlylGzZk06derE3LlzmTNnjjlCBsDe3t7gszw9PTl16hRbtmzRdzRZWFgYpAHw8PAgJiaGL774gmvXrpl1ZOGLLFiwgGvXrrFr1y7KlCmj3z5x4kRiY2OZPn06rVq10l+ATPnbFNQxNzX2nMoYf34wZ+yZ5an333+fQ4cOsXPnTrN1NJka86pVqwgODmbz5s1UqFBBn65ixYo0atSId999lxUrVjB48GD9a05OTgbfoXTp0nzxxRe89957nDx5ktatWxdY/BmP5eXLl5k9ezbt2rXLcoT1vn37GDNmDH369GHcuHF5jjU9c+dHKysro/15enpy9+5dFi1aRExMDE5OTnn+nJ9//pmjR48ajUT28PCgcePGdOzYkRUrVjB27FjAOA94e3tz+PBhtm7datDRlNnx+Oqrr9izZw+7du0qtB1NBVGu5OTzsyuXCyqPmEtQUBC3b99m48aNFCtWDICyZcuyZMkSmjdvzq5du/L8dERueHp6cvz4cTZt2kT37t2zTVtYj3lm9ZU//viDnTt3MnnyZDp06MC+ffuYNWsWr776Km5uboDunHRzc2PMmDH5FtuMGTNYv349c+fOpW3btvrtphzLJk2akJKSwsWLF2nYsCEAv//+OyVKlKBbt24cOnTIoJElODjYoBzKjaZNm3L8+HEePnxo8JTbH3/8gb29vb7TWalUMmvWLDp37szkyZNZuHAh9+/fZ/z48XzwwQe89tprRt/t66+/pnHjxvrjb26mxp7T/JCx3C9ZsiRfffUVJ06cYM+ePXnuaPL09GTDhg20a9eOZs2aZZpm2bJlOa6zpErfyfTTTz9Rv379PMWb0/gzq/9lVWfJeF54eHiwZMkSevTowbRp0/j111/NFnfG+6FSpUoxdepUWrZsyYEDBzKNJyvu7u6EhITw/fffM2LECLPFmBVTYs+JgqyzmCt2Nzc3JkyYwJo1a/J98GNmx8fb25u///6bPXv2MGXKFLZt28aWLVvw9/enQYMG+nTly5fH19eXt956i2+//dagU8mUc78gYs/rPsuWLUufPn1YuXKlWTuafvnlF7p162YwIKBChQqEh4fj7++vb1w39TxNL7/uiZycnIzqQRmvITmVWbn4ySefMHr0aGJjY832VJOpsZvaTuTn50f37t1ZsmQJo0aNAuDChQv4+/szdepU/Qw5+RVvyZIlKVmyJH/++ae+o+nx48dcu3aNqVOnMnXqVKKiovQDZYKDg6lRo4b+dwBXV1f9/kqXLk3lypWxtrZm9uzZdOnSxeB6nJ9MPRegYNq4cnJd37JlCxUqVKBr164sXbqUsWPHZtpplHF/7u7uTJ48md69e/PHH39k+wRVTskaTUKIQunWrVucP3+e5s2b88Ybb3Dq1ClCQkLM+hlOTk507dqVAwcOkJycbNZ9Z5Q6UvZFUkfpZZyKLj+lpKSwZcsWunbtatDwnmrEiBEsX75c/x3y8rcx9zHPaeyFSUHFbmFhYbbRnzmJec2aNXTt2jXTCmL16tXp0qULa9asQaPRZPuZlpa6MTHm+A65PeYxMTF89tlnlClThhkzZmS678DAQD7//HMGDBhg9k6mgmRjY4NCochy1HZOaLVa1q5dS+fOnY2muwFduejv7//CRiNTzwFz5pX/Jzktl82ZR8wpddTmb7/9ZrDd2dmZHTt20KVLl38hKmjQoAHdunXjm2++4cGDB7naR2E85hmvLV999RUKhYKZM2cCsHfvXo4dO8asWbPy7Ym9mTNnsn79ehYuXGjQyZSd9MeyYsWKlC5dmrNnz+pfP378OL6+vvj6+nL16lWePHkC6J6yuXXrVp6nQ6tduzYeHh7s27fPYPuePXto3769QYOuu7s7U6dOJTAwkO3btzN27Fi8vLwMOr9SjR49GgsLi1w1auZH7HnNDwqFAmtra325nhedO3emadOm+gElGWk0mlzXWVI7mU6ePMmqVavM3slkSvwZmVJnSc/KyopevXpx9uzZXJdRpsrtddrLy4uPP/6Y5cuX8/fff+dHaC9k7jpGQdZZcvNZfn5+BAcH4+/vn19hvZCNjY0+dn9/f1q2bGnQyZSqTJky9OvXj23bthETE6PfntNzx5zSx24O+XEvq1QqOXfuHM+ePTPYPnjwYDZs2JDr/f4X7olsbW0LdHYZU2RsJ6pevTqDBg1ixYoVXL9+HbVazaRJk2jZsuULBzaZS+PGjTl37pz+9xMnTuin7rexseH333/XvxYcHGzS0+3vvvsuVlZWuXp6NLfyei7kd7tiVtd1tVrN9u3b9e1ycXFx7Nq1y+T9pj4JZ86yCqSjSQhRSG3evBl7e3tatmxJmzZtsLKyyvFj0KaoUqUKiYmJ3L592+z7TnXhwgV27dr1wgv+tWvX+P7776lVqxY+Pj75Fk9GoaGhREVFUa9evUxfL126NLVr19Y3cOX1b2POY57T2AuT/I49MTGRrVu3EhQURPv27fMSqp6pMd++fTvbdKAbGf3o0SNCQ0MzfV2r1XL79m1mz55NqVKlst2XuePPeMzHjx/P48ePWbRoUaaj2vbv38+oUaOoU6eOfkRZUaPVajl79iyrV6/mjTfewN7ePs/7vHfvHvfv3892FGnZsmWzbPjQaDScOHGCoKAgunXrlu1nRUZGMnPmTBITE3njjTfyFPf/I1PK5fzII+bUtGlTatasydixY2nbti1Tp05l9+7dREZG4uPjo3/K6d8wYcIEnJycmDRpUo7eVxiPeXJyMr/99hvbt283uLaUKFGCL7/8kt27d3P48GH8/PwYNGgQL7/8cr7E8c0337B69WoGDhxo0pO/WR3Lpk2bGjWSNG/enNq1a+Pk5KSfauTPP//E1tbWLB0J7du3N+isSU5O5uDBg5lOe9e+fXu6du3KhAkTuHbtGvPmzct0MFLx4sWZOnUqBw4cYOfOnXmOMa+x5yU/xMfH8+OPP3Lr1i2zdBArFApmzJjBs2fP+Pbbb41eDwkJyVWdRa1WM3r0aAIDA/niiy/yLa+/KP6MXlRnyUyVKlUAuHr1ap5izU54eDhff/019vb2vPLKKzl+/0cffUTVqlUZP358vg8QzCivsWdUkHWW3MbesGFDevfuzbx587hz504+RmhMpVLprzNdunQhMTGRK1euZFv+Nm3alOTkZC5evKjfltNzxxwyxm4O//zzD7/++qvZOw8GDhzI5cuXadmyJYMHD+bHH3/kwoULODk55bot4r9wT/Tw4UNWrlxJu3btzLpGU15k1U40dOhQKlSowLRp01izZg2PHj1i2rRpBRZXs2bNOH/+vH4QRmodytramsaNG3P8+HFANy3xzZs3TepocnBwoFy5cmZde+9FzHEu5Ge7YlbX9ePHj/Po0SPatWuHt7c3NWrUMLmTODQ0lNmzZ+Ph4aF/qt9cZOo8IUSho1Kp2LFjB61atcLW1hZbW1t8fX0JCAhg1KhRBnPQ5pWzszOAweinvFq2bBkrV64EdE9QpKSk8PLLLxustRMWFkbdunX1vycnJ+Po6KhfODSvC2XmROrIDVMa4czxtzHnMc9J7AA7d+4kMDDQaHtycrJRA0NmaevXr2/SOhumyGnsL5IxT8XHx+Pk5ES/fv3MNl2UqTGnpstu3u7U154+fYq3tzegGwGdWjlOSUlBpVJRo0YNlixZYpaKfm6O+apVqzhw4ACzZ8+mcuXKRq/fuHGDUaNG0bhxY4KCgjh48KBZpvjLKKu827p1a2bPnp3j/QUHBxvkl6SkJFxdXenQoYPZpqVJfRIg47o4Q4YM4dSpU/rfPTw82L17N2CYB5KSklCr1bRu3dpg7m8wPB5qtZqkpCTKli3LzJkzzTYFTU7Ki7zs05zlSm5lVi4XRB4xJ2tra9atW4e/vz/79u3j119/5ZdffsHS0pIePXowfvz4An1aOD1HR0emTZvGwIED2bhxI++++26m6QrrMU8fU0JCAjY2NnTo0MGoEalTp07s3buX4cOHU6VKFYOpRsxp48aNREdHU69ePdauXcs777xD2bJlDdKYeixT12nSarVcu3aNx48f07x5cywsLPRTxb311lucOXOGBg0amKUO2r59e1asWEF4eDilS5cmKCgIV1fXLNfHadOmDVu3bsXb2zvbuf/btGlDp06dmD59Ok2aNMmXaTpzErup+SF9ua/VaklKSqJatWrMnz/faIrA3CpbtixffPEFkydPpm3btgZPpuW2zrJw4UJSUlKoXr0633//PW3bts23qS2ziz+9F9VZspLf90MqlYrk5GQqVqzI/Pnz9fk443maqnr16qxbt85gm6WlJX5+fnTr1o0lS5bk6/odeYk9JSWFUqVKGWwriDpLTmI31eeff87Ro0cZP348a9euNWuc6WWsGyUmJuLh4cGAAQMYMmQIERERaLVagym3Mkp/jqZn6rmTX7HndZ+pbQleXl5mn/63Xbt2uLu74+/vT1BQEEePHgV00xHOnDlT37Fn6nlaUPdEpsh4X5xKpVIZbUv//VLPTxcXlwLtsEkvJ+1E1tbW+Pn50aNHD86ePct3331XoFN0N23alJiYGK5fv06VKlUICgrSrxHk6+vLsmXLAN0xtrOzy/RvkhknJyezXo9exNRzITv5cR2F7K/rW7duxd3dXR9fp06d+Pbbb7lw4YLRtSX9sU9JScHKygpfX1/8/PzMPpBNOpqEEIXO0aNHefLkicHoyI4dO3LkyBH27t3LW2+9haWlZZZTbmk0GpMf/0y9EKReGMyhZ8+e9OnTB9BVZu7cucO8efN4//332bRpE6CbL3vNmjWArjLxzTffYG9vz6hRowp8sfLUz4uKinphWlP+Ni9izmOek9gBWrVqxejRo422z5kzx2gfmaU157QFOY39RdLnKYVCoZ8/2JyP/Zsac+rNXnYVrdSGnfT5/dNPP9WP7LSwsKB48eJmXZgyp8f83LlzfPfdd/Tq1YvOnTtnmiYyMpIxY8YwcOBABg0axMSJE6lZs6bB+hXmkFXeTa0Y5rRMrFmzpn4O6Vu3bjFt2jSqVavGZ599ZrbKZmo+yDgNwdSpU0lMTARgzZo1HD58WP9a+jyQugDy7Nmz+eSTT1i+fLk+XfrjoVQqcXR0zLaRMDdMKS9yetzzu1zJrczK5YLII+Zma2vL4MGDGTx4MJGRkZw+fZqAgADWrVuHnZ1dvq4V9CItWrSge/fufPvtt1k2dBXWYx4QEADori02Nja4ubll+bTtyJEjOXjwICNGjMi3jr3Y2Fh+/PFHqlatyptvvsnnn3/O2rVrDc43U49l06ZNiYqK4p9//uHEiRNUr15df61o3rw5ixcvBnSNJJk9cZQbNWvWxNPTk8DAQPr27cuePXuy3HdERASTJ0+mSZMmnD59mqVLl2bbgTdp0iQ6derEV199xffff2+WeHMbO5iWH1LLfZVKxd69e1mxYgXvvvuu2Z7GTtWjRw8CAwOZNGmSwdQyua2zpE65Z2NjQ5cuXfjyyy+ZP3++WWNOL6v4U5lSZ8lKft8PKZVKXFxcjDri0p+n6WXVoVu1alU++eQTFi9enK8N2HmJPWO9BgqmzpKT2E1lZ2eHn58fvXv3xt/fP9+Oeerx0Wq1XLhwgRkzZtCsWTOGDBmCpaUlLi4uKBSKbKe/i46OBowHN8GLz538jB3yVldUqVQ8fPiQH374ge7duxMQEGDWvFOnTh3q1KmDRqPh6tWrHD16lLVr1zJo0CD9ml6mnqcFdU9kivT3xent37/f6Luk/35qtZqIiAj8/f3p0aMHmzZtKtCZZiDn7UQ1a9akdevW3L9/n3bt2hVorB4eHnh7e3P27FmSk5OJjo7WDw5s3rw506ZNIyQkhODgYBo1amRyvTA2Ntaowz43cnLuvehcKFGiRLaflR/X0eyu60+fPuXw4cP07t1b397ToUMHZs2axfr16406mlLr8hEREcyfP5+IiAhGjBhBuXLlzBZvKpk6TwhR6GzduhWAYcOGUb16dapXr65f+DJ1ijZnZ2d9hTKjZ8+emfzEwqVLl7C3t6d8+fJ5D/y5YsWK4e3tjbe3NxUrVqRVq1ZMmTKFq1ev6ueptbS01Kdp2rQpK1asIDQ0lMGDBxf4dBCenp64ubkZrFGQ3q1bt+jfvz83btww6W/zIuY85jmJHXSPYqce9/Q/mXVmZJa2dOnSeY45t7G/SPo85eXlRalSpcw+t7SpMatUKkqWLMmZM2ey3Nfp06cpWbKkQeWmRIkS+u9Qrlw5s3Yy5ST+Gzdu8PTpU0aMGEG1atUYP358lvusV68eAwcOBNCvRTF69GjUarVZY88q76aOWstpmWhra6vfR6tWrVi+fDl//PEHo0aNQqvVmiVmT09PSpYsafD0EuimKEz97Ixxpc8DlStXpkOHDowcOZJjx44ZnAvpj4enp2e+NNiYUl7k9Ljnd7mSW5mVywWRR8xp06ZN/PLLL/rfixcvTtu2bVm6dClt27bVj078N40bNw5nZ+csp9D7N475kydPDKYnSf2c9B1J6a8tpUuXznZK19SO0/zsQO3bty+NGzfGxcUFPz8//vrrLxYtWmQUhynHsnTp0vj4+HDu3DmCgoIMOgF9fX159OgRly5d4urVqyZN+WKq1CnokpKSOHToEB06dDBKo9VqGTt2LNbW1ixevJgBAwawdOlS/vrrryz3mzqF3qFDh9i+fbvZ4s1p7KlMyQ+p5X7FihUZNmwYAwYMYMqUKezZs8fssU+fPp2YmBj8/Pz027y8vHJVZxkxYgSVK1fGy8uL8ePHs3fvXjZu3Gj2mF8UP2BynSUrly5dAuCll14yS5xgeD/k6emZaWdH+vM0/U92DdODBg3Sf8/8umfKS+yZ3YMWRJ0lJ7HnRIMGDejTp0++TqGXenzKly9P586dWbBgAZs3b2b69OmArkOjVq1a2Z6jp06dwtrampo1a2b6elbnTn7HDnmrK1asWJHmzZszZ84cHj58aLZy8eHDh0ydOpWHDx8Cuk7J6tWr8/HHH/Pzzz8TFxenP96mnqcFdU9kivT3xel/MussSP/9KlSoQMOGDfnuu+9Qq9X5Xqa/KHZT24ns7OzybT3MF2nSpAl//fUXQUFB1K5dW9/R4uPjQ9myZQkODjZ5fSaAuLg4QkJCsnzKOydMOfdyci5kx9ztii+6ru/cuZOUlBRWr16tb5dr1aoVWq2WPXv2GA2eSc1T9erVY9myZSgUCgYMGEBkZKRZ4k1POpqEEIVKREQER48epWvXrgQEBBj8dOvWjXPnznH9+nVq1qxJSEiI0ePxoJtHv1atWi/8rNjYWAICAmjXrl2+T6eT2qiR1YgKNzc3ZsyYweXLl1m4cGG+xpKRUqnknXfeYevWrZkuAvzTTz9x8eJF7O3tTfrbZMfcx9zU2DNOqVMYFMXYcxLzBx98wObNm7l165ZRuhs3bhAQEEDv3r0LdP2snMQ/ZswYEhMTWbhwYbaLJ6cfCVWyZEmmTZvGmTNn8mUkeXbyWiZWqlSJ0aNH89tvv5ltPTwLCwv69u1LQEBAlus+mLLw+IvKz39TjRo1+Pvvv41u/JKTk7lw4YJJ16J/m6nlcn7kEXO6efMmixcvznTEs7Oz8wtHIhYER0dHpk+fTlBQEDt27Hhh+oI45itWrDCYAi+zJzcKm/Tlrq+vL7179+bHH3/k5MmTWb4nu2PZrFkzzp49y7lz5wwaQsqWLUv58uVZt24drq6uVK1a1WzfoX379pw9e5YtW7bg6elJxYoVjdIsX76ckydPMmfOHJycnPj000/13yO7kf2tW7fmzTffZMaMGdmmy8/Y8+Ljjz+mTp06fPXVVzx69Mis+/bw8GDcuHFs3ryZ4OBgQHetyk2dJf3/3333XV577TVmzpzJzZs3zRrzi+LXarUm11kyo1ar2bBhA40aNSoUAx9exNLSkm+++Ybbt2+zYsWKfzuc/wuff/457u7uTJkypUA+r0mTJnz44Yf8+uuvHDt2DID+/ftz5MgRo8FLAI8ePeLnn3/mrbfeyvJpgszOnYKK3RztFuauC1tbW7Np06ZM6yKpx9DNzS1H+yws90TmotFoCsXAqn+zncgUzZo148KFC5w5c8aoM8nX15fg4GCuXLlickfTxo0b0Wq12Q5iMZUp92nmOBfM3cZlynV969atVKlShe3btxu0y02ZMoWEhIRsBxvZ2dkxZ84cnjx5wtdff53neDOSjiYhRKGyY8cOVCoVgwYNokqVKgY/Q4YMQalUsn79elq3bo2XlxdDhgzh5MmT3L9/n7/++osxY8YQGhrKBx98YLDfxMREHj9+zOPHjwkLC+PEiRMMHjwYrVZr9nUP4uPj9Z/16NEjgoODmTlzJqVKlTJaZyS9V155hc6dO7Nq1SouX75sEPuxY8eMfsw15Rro1kwpX748vXr1IiAggLt373LhwgXGjx9PQEAA06ZNY//+/Sb9bdLHXRDH3JTYC+s0TzmJ/c6dO0Z54PTp04U25v79+9OyZUvef/991q1bx507d7hz5w7r1q2jd+/eNGnShEGDBhXK+FPnZ54wYQJWVlb6fJz6k9mNYqo33niDt99+m6VLl5o0+slU6c+njD/Jyck5LhMz06tXLxo0aMCcOXMIDw83S9wDBw7ktddeo1evXvzwww9cvXqVe/fucfjwYfr378+WLVto0qSJPn1MTIz+e4WHh3PixAkWLFhA9erV9YuVFybvvPMOGo2GYcOGce7cOe7fv8/p06cZOnQolpaWvPPOO/92iAbyWi7nRx7JifDw8EyvhwAffvghSqWSPn36cPDgQe7du8fFixf54Ycf2LFjR67XSjC35s2b06NHD+7evWtS+vw+5s2aNePmzZts27aN0NBQFi5ciLOzs8nz6BcGo0ePxsfHhzFjxmRbPmd1LJs2bcrevXtRKBRG66+1aNGCvXv30rRpU7M+JfzSSy/h7e3Nd999l+nUc+fOnWPBggUMHTpUH5O1tbU+9hc1DEyaNAlra2ujqUsLIva8srCwYMaMGSQkJOTLGhndu3fH19eX0NBQ/TZz1FlmzJiBvb09I0eOJCkpyexxZxX/smXLTK6zpKSk6Lc/ePCA4OBghg8fzu3bt5k4cWK+xZyV9PFk/ElISMjyfZUrV2b48OEml6PCUHbX0szY2toyY8YM7t27V2AxfvbZZ5QvX54pU6YQFxdH+/bt6devHx999BE//vgjt27dIjQ0lICAAHr27KnvSMpOZud+QcSel3aLx48f8/fffzNx4kTs7e3100vnlaurKwMHDmTBggXMmzePK1euEBoaypEjRxg2bBiNGzemQYMGQO7P0/y6JzK3jN/v+vXrTJgwgeTkZDp16vRvhwdk3U5UGDRu3Ji7d+9y9uxZo6mhfX192b9/P25ubpkOSnn69Km+zezGjRssX76cuXPnMmTIELy8vPIcmyn3aTk5F6Bg2rhedF0/f/48V69epXfv3kbtcj169MDT05MNGzZk+xnVqlVj4MCB7Nmzx2i617ySNZqEEIXK1q1badasGRUqVDB6zcvLi9atW7Njxw5Gjx7N2rVrmT9/PuPHj+fJkyc4OztTv3591q9fb3Rh2rt3L3v37gV0o21KlixJ69atmTt3rtlH761cuVK/CGvq3NipDRsveqR5woQJnDhxgkmTJunXc4qIiMj05tbf35/GjRubJWY7OzvWrl3LypUrWb58OWFhYdja2lK9enXWrFlDgwYNePPNN03+20DBHXNTYi+schL7zp072blzp8H7y5Yta/aKgbliViqVLFiwgICAADZs2MC8efPQarVUrlyZ0aNH884775h9aj9zxd+nTx/9lEWZedFxnzRpEqdPn2b06NFs374928WLTZX+fMpowYIFtGvXLkdlYmYUCgXTp0+nS5cuTJkyhaVLl+Y5bqVSyfz589m7dy9btmzB39+f6Oho3NzcaNCgAWvXrqVhw4b69DNnztRPt2FhYUGJEiVo1qwZo0aN+lfyy4u4urqyYcMGFixYwPDhw4mKisLFxQVfX1+mTZtm8jSuBSWv5XJ+5JGc+P333/VT0KZ37do13N3d2bRpE0uWLGHmzJk8fvwYGxsbXn75ZVasWGGQz/5tY8eO5cSJEyalze9j3qJFC8aNG8eiRYt48uQJVapUYenSpTg6Opr1c/KTra0ts2bNomfPnowbNy7LaamyOpaNGzcmMTGRV155xWgkqq+vL2vWrDHrtHmp2rdvz9KlS41G7UZHR/P5559Tu3ZtPv74Y4PXKleuzOeff46fnx+vvPIKL7/8cqb7dnFxYerUqQwdOtTscWcXu7lUqlSJIUOGsGjRIg4cOECbNm3Muv/p06fz5ptv6n83R52lRIkSTJ8+nY8//hg/P798ffojffxBQUEm11nOnTunbwi0sLDA1dWVFi1asHnzZrM/mWaK9PFkNHbsWAYMGJDlewcOHMiBAwe4ePFifoX3n5XdtTQrDRo0oG/fvvz888/5GFkaGxsbpk2bRt++fZk3bx6TJk1i3LhxNGrUiDVr1rBixQqSk5MpX748vXv3pnfv3iY9zZfx3C+o2HPbbqFQKHB2dqZWrVqsWrXKrPfQI0aMoHz58mzcuJF169aRmJiIh4cH7du356OPPtKny8t5mh/3ROaW/vspFAocHByoVq0aP/zwQ5ZTMf4bMrYTFeSsINkpXrw4VatW5d69e0brAjVt2pTk5GSaNWuW6Xu7d++u/7+9vT3Vq1fn22+/NVvdwtT7NFPPBSiYNq4XXdft7e1xdnbOdD1GpVJJv379mD59+guf3hw6dCiBgYFMnTqVRo0ama3ur9AWhmcBhRBCCCGEEEIIIYQQQgghRJEjU+cJIYQQQgghhBBCCCGEEEKIXJGOJiGEEEIIIYQQQgghhBBCCJEr0tEkhBBCCCGEEEIIIYQQQgghckU6moQQQgghhBBCCCGEEEIIIUSuSEeTEEIIIYQQQgghhBBCCCGEyBXpaBJCCCGEEEIIIYQQQgghhBC5Ih1NQgghhBBCCCGEEEIIIYQQIleko0kIIYQQQgghhBBCCCGEEELkinQ0CSGEEEIIIYQQQgghhBBCiFyRjiYhhBBCCCGEEEIIIYQQQgiRK9LRJIQQQgghhBBCCCGEEEIIIXLlfyyyehHgOeMfAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "xcatx = price_dyn\n", "msm.check_availability(df=dfx, xcats=xcatx, cids=cids, missing_recent=False)" ] }, { "cell_type": "markdown", "id": "46b5268c", "metadata": {}, "source": [ "### Blacklisting dictionary for empirical research" ] }, { "cell_type": "code", "execution_count": 10, "id": "6b147a42", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BRL': (Timestamp('2012-12-03 00:00:00'), Timestamp('2013-09-30 00:00:00')),\n", " 'CHF': (Timestamp('2011-10-03 00:00:00'), Timestamp('2015-01-30 00:00:00')),\n", " 'CZK': (Timestamp('2014-01-01 00:00:00'), Timestamp('2017-07-31 00:00:00')),\n", " 'ILS': (Timestamp('1999-01-01 00:00:00'), Timestamp('2005-12-30 00:00:00')),\n", " 'INR': (Timestamp('1999-01-01 00:00:00'), Timestamp('2004-12-31 00:00:00')),\n", " 'MYR_1': (Timestamp('1999-01-01 00:00:00'), Timestamp('2007-11-30 00:00:00')),\n", " 'MYR_2': (Timestamp('2018-07-02 00:00:00'), Timestamp('2025-04-23 00:00:00')),\n", " 'PEN': (Timestamp('2021-07-01 00:00:00'), Timestamp('2021-07-30 00:00:00')),\n", " 'RON': (Timestamp('1999-01-01 00:00:00'), Timestamp('2005-11-30 00:00:00')),\n", " 'RUB_1': (Timestamp('1999-01-01 00:00:00'), Timestamp('2005-11-30 00:00:00')),\n", " 'RUB_2': (Timestamp('2022-02-01 00:00:00'), Timestamp('2025-04-23 00:00:00')),\n", " 'THB': (Timestamp('2007-01-01 00:00:00'), Timestamp('2008-11-28 00:00:00')),\n", " 'TRY_1': (Timestamp('1999-01-01 00:00:00'), Timestamp('2003-09-30 00:00:00')),\n", " 'TRY_2': (Timestamp('2020-01-01 00:00:00'), Timestamp('2024-07-31 00:00:00'))}" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Create blacklisting dictionary\n", "\n", "dfb = df[df[\"xcat\"].isin([\"FXTARGETED_NSA\", \"FXUNTRADABLE_NSA\"])].loc[\n", " :, [\"cid\", \"xcat\", \"real_date\", \"value\"]\n", "]\n", "dfba = (\n", " dfb.groupby([\"cid\", \"real_date\"])\n", " .aggregate(value=pd.NamedAgg(column=\"value\", aggfunc=\"max\"))\n", " .reset_index()\n", ")\n", "dfba[\"xcat\"] = \"FXBLACK\"\n", "fxblack = msp.make_blacklist(dfba, \"FXBLACK\")\n", "fxblack" ] }, { "cell_type": "markdown", "id": "8f62c742", "metadata": {}, "source": [ "## Factor construction and checks" ] }, { "cell_type": "code", "execution_count": 11, "id": "44dd90cc", "metadata": {}, "outputs": [], "source": [ "# Initiate category dictionary for thematic factors\n", "\n", "dict_themes = {}\n", "\n", "# Initiate labeling dictionary\n", "\n", "dict_lab = {}" ] }, { "cell_type": "markdown", "id": "dfb5438e", "metadata": {}, "source": [ "### Economic activity factors " ] }, { "cell_type": "code", "execution_count": 12, "id": "be6a3091", "metadata": {}, "outputs": [], "source": [ "# Governing dictionary for constituent factors\n", "\n", "dict_ea = {\n", " \"OUTPUT_GROWTH\": {\n", " \"INTRGDP_NSA_P1M1ML12_3MMA\": [\"vBM\", \"\"],\n", " \"RGDPTECH_SA_P1M1ML12_3MMA\": [\"vBM\", \"\"],\n", " \"IP_SA_P6M6ML6AR\": [\"vBM\", \"\"],\n", " \"IP_SA_P1M1ML12_3MMA\": [\"vBM\", \"\"],\n", " },\n", " \"MBC_CHANGE\": {\n", " \"MBCSCORE_SA_D3M3ML3\": [\"\", \"\"],\n", " \"MBCSCORE_SA_D6M6ML6\": [\"\", \"\"],\n", " },\n", " \"LAB_TIGHT\": {\n", " \"EMPL_NSA_P1M1ML12_3MMA\": [\"vBM\", \"\"],\n", " \"UNEMPLRATE_NSA_3MMA_D1M1ML12\": [\"vBM\", \"_NEG\"],\n", " \"UNEMPLRATE_SA_D6M6ML6\": [\"vBM\", \"_NEG\"],\n", " },\n", " \"CONS_GROWTH\": {\n", " \"RPCONS_SA_P1M1ML12_3MMA\": [\"vBM\", \"\"],\n", " \"CCSCORE_SA\": [\"vBM\", \"\"],\n", " \"CCSCORE_SA_D6M6ML6\": [\"vBM\", \"\"],\n", " \"RRSALES_SA_P1M1ML12_3MMA\": [\"vBM\", \"\"],\n", " },\n", "}\n", "\n", "# Dictionary for transformed category names\n", "\n", "dicx_ea = {}" ] }, { "cell_type": "code", "execution_count": 13, "id": "f51e4d7b", "metadata": {}, "outputs": [], "source": [ "# Add labels (in final transformed form)\n", "\n", "dict_lab[\"OUTPUT_GROWTHZN\"] = \"Relative output growth\"\n", "dict_lab[\"MBC_CHANGEZN\"] = \"Industry confidence change\"\n", "dict_lab[\"LAB_TIGHTZN\"] = \"Relative labor tightening\"\n", "dict_lab[\"CONS_GROWTHZN\"] = \"Relative consumption growth\"\n", "\n", "dict_lab[\"INTRGDP_NSA_P1M1ML12_3MMAvBMZN\"] = (\n", " \"Intuitive GDP nowcast, %oya, 3mma, relative\"\n", ")\n", "dict_lab[\"RGDPTECH_SA_P1M1ML12_3MMAvBMZN\"] = (\n", " \"Technical GDP nowcast, %oya, 3mma, relative\"\n", ")\n", "dict_lab[\"IP_SA_P6M6ML6ARvBMZN\"] = \"Industry output, %6m/6m, saar, relative\"\n", "dict_lab[\"IP_SA_P1M1ML12_3MMAvBMZN\"] = \"Industry output, %oya, 3mma, relative\"\n", "\n", "dict_lab[\"MBCSCORE_SA_D3M3ML3ZN\"] = \"Industry confidence, diff 3m/3m, sa\"\n", "dict_lab[\"MBCSCORE_SA_D6M6ML6ZN\"] = \"Industry confidence, diff 6m/6m, sa\"\n", "\n", "dict_lab[\"EMPL_NSA_P1M1ML12_3MMAvBMZN\"] = \"Employment, %oya, 3mma, relative\"\n", "dict_lab[\"UNEMPLRATE_NSA_3MMA_D1M1ML12vBM_NEGZN\"] = (\n", " \"Unempl. rate, diff oya, 3mma, relative, negative\"\n", ")\n", "dict_lab[\"UNEMPLRATE_SA_D6M6ML6vBM_NEGZN\"] = (\n", " \"Unempl. rate, diff 6m/6m, sa, relative, negative\"\n", ")\n", "\n", "dict_lab[\"RPCONS_SA_P1M1ML12_3MMAvBMZN\"] = (\n", " \"Real private consumption, %oya, 3mma, relative\"\n", ")\n", "dict_lab[\"CCSCORE_SAvBMZN\"] = \"Consumer confidence, sa, relative\"\n", "dict_lab[\"CCSCORE_SA_D6M6ML6vBMZN\"] = \"Consumer confidence, diff 6m/6m, sa, relative\"\n", "dict_lab[\"RRSALES_SA_P1M1ML12_3MMAvBMZN\"] = \"Real retail sales, %oya, 3mma, relative\"" ] }, { "cell_type": "code", "execution_count": 14, "id": "03b1354d", "metadata": {}, "outputs": [], "source": [ "# Production of factors and thematic factors\n", "\n", "dix = dict_ea\n", "dicx = dicx_ea\n", "\n", "for fact in dix.keys():\n", "\n", " # Original factors\n", "\n", " xcatx = list(dix[fact].keys())\n", " dicx[fact] = {}\n", " dicx[fact][\"OR\"] = xcatx\n", "\n", " # Relatives to benchmark (if required)\n", "\n", " vbms = [values[0] for values in dix[fact].values()]\n", " xcatxx = [xc for xc, bm in zip(xcatx, vbms) if bm == \"vBM\"]\n", "\n", " if len(xcatxx) > 0:\n", " dfa_usd = msp.make_relative_value(\n", " dfx, xcatxx, cids_usd, basket=[\"USD\"], postfix=\"vBM\"\n", " )\n", " dfa_eur = msp.make_relative_value(\n", " dfx, xcatxx, cids_eur, basket=[\"EUR\"], postfix=\"vBM\"\n", " )\n", " dfa_eud = msp.make_relative_value(\n", " dfx, xcatxx, cids_eud, basket=[\"EUR\", \"USD\"], postfix=\"vBM\"\n", " )\n", " dfa = pd.concat([dfa_eur, dfa_usd, dfa_eud])\n", " dfx = msm.update_df(dfx, dfa)\n", "\n", " dicx[fact][\"BM\"] = [xc + bm for xc, bm in zip(xcatx, vbms)]\n", "\n", " # Sign for hypothesized positive relation\n", "\n", " xcatxx = dicx[fact][\"BM\"]\n", " negs = [values[1] for values in dix[fact].values()]\n", " calcs = []\n", "\n", " for xc, neg in zip(xcatxx, negs):\n", " if neg == \"_NEG\":\n", " calcs += [f\"{xc}_NEG = - {xc}\"]\n", "\n", " if len(calcs) > 0:\n", " dfa = msp.panel_calculator(dfx, calcs=calcs, cids=cids_fx)\n", " dfx = msm.update_df(dfx, dfa)\n", "\n", " dicx[fact][\"SG\"] = [xc + neg for xc, neg in zip(xcatxx, negs)]\n", "\n", " # Sequential scoring\n", "\n", " xcatxx = dicx[fact][\"SG\"]\n", " cidx = cids_fx\n", " dfa = pd.DataFrame(columns=list(dfx.columns))\n", "\n", " for xc in xcatxx:\n", " dfaa = msp.make_zn_scores(\n", " dfx,\n", " xcat=xc,\n", " cids=cidx,\n", " sequential=True,\n", " min_obs=261 * 3,\n", " neutral=\"zero\",\n", " pan_weight=1,\n", " thresh=3,\n", " postfix=\"ZN\",\n", " est_freq=\"m\",\n", " )\n", " dfa = msm.update_df(dfa, dfaa)\n", "\n", " dfx = msm.update_df(dfx, dfa)\n", " dicx[fact][\"ZN\"] = [xc + \"ZN\" for xc in xcatxx]" ] }, { "cell_type": "code", "execution_count": 15, "id": "cd8ab67c", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Correlation matrix of final constituents\n", "\n", "xcatx = [item for value in dicx_ea.values() if \"ZN\" in value for item in value[\"ZN\"]]\n", "cidx = cids_fx\n", "sdate = \"2000-01-01\"\n", "labels = [dict_lab[xc] for xc in xcatx]\n", "\n", "\n", "msp.correl_matrix(\n", " dfx,\n", " xcats=xcatx,\n", " cids=cidx,\n", " start=sdate,\n", " freq=\"M\",\n", " cluster=False,\n", " title=None,\n", " size=(14, 10),\n", " xcat_labels=labels,\n", ")" ] }, { "cell_type": "code", "execution_count": 16, "id": "322bae19", "metadata": {}, "outputs": [], "source": [ "# Factors and re-scoring\n", "dicx = dicx_ea\n", "cidx = cids_fx\n", "\n", "factors = list(dicx.keys())\n", "\n", "# Factors as average of constituent scores\n", "\n", "for fact in factors:\n", " xcatx = dicx[fact][\"ZN\"]\n", "\n", " dfa = msp.linear_composite(\n", " dfx,\n", " xcats=xcatx,\n", " cids=cidx,\n", " complete_xcats=False,\n", " new_xcat=fact,\n", " )\n", " dfx = msm.update_df(dfx, dfa)\n", "\n", "# Sequential re-scoring\n", "\n", "dfa = pd.DataFrame(columns=list(dfx.columns))\n", "\n", "for fact in factors:\n", " dfaa = msp.make_zn_scores(\n", " dfx,\n", " xcat=fact,\n", " cids=cidx,\n", " sequential=True,\n", " min_obs=261 * 3,\n", " neutral=\"zero\",\n", " pan_weight=1,\n", " thresh=3,\n", " postfix=\"ZN\",\n", " est_freq=\"m\",\n", " )\n", " dfa = msm.update_df(dfa, dfaa)\n", "\n", "dfx = msm.update_df(dfx, dfa)\n", "\n", "dict_themes[\"REL_ECON_GROWTH\"] = [fact + \"ZN\" for fact in factors]" ] }, { "cell_type": "markdown", "id": "0ed04ab3", "metadata": {}, "source": [ "### Monetary policy factors" ] }, { "cell_type": "code", "execution_count": 17, "id": "f0f45874", "metadata": {}, "outputs": [], "source": [ "# Preparation of categories for constituent factors\n", "\n", "cidx = cids\n", "\n", "# Preparation: for relative target deviations, we need denominator bases that should never be less than 2\n", "\n", "dfa = msp.panel_calculator(df, [\"INFTEBASIS = INFTEFF_NSA.clip(lower=2)\"], cids=cidx)\n", "dfx = msm.update_df(dfx, dfa)\n", "\n", "xcatx = cpi_inf + pcredit_growth\n", "\n", "\n", "calcs = [f\"XR{xc} = ( {xc} - INFTEFF_NSA ) / INFTEBASIS\" for xc in xcatx]\n", "dfa = msp.panel_calculator(dfx, calcs=calcs, cids=cidx)\n", "dfx = msm.update_df(dfx, dfa)" ] }, { "cell_type": "code", "execution_count": 18, "id": "62a867bd", "metadata": {}, "outputs": [], "source": [ "# Governing dictionary for constituent factors\n", "\n", "dict_mp = {\n", " \"EXCESS_INFLATION\": {\n", " \"XRCPIH_SA_P1M1ML12\": [\"vBM\", \"\"],\n", " \"XRCPIH_SJA_P6M6ML6AR\": [\"vBM\", \"\"],\n", " \"XRCPIC_SA_P1M1ML12\": [\"vBM\", \"\"],\n", " \"XRCPIC_SJA_P6M6ML6AR\": [\"vBM\", \"\"],\n", " \"XRINFE2Y_JA\": [\"vBM\", \"\"],\n", " },\n", " \"XPCREDIT_GROWTH\": {\n", " \"XRPCREDITBN_SJA_P1M1ML12\": [\"vBM\", \"\"],\n", " \"XRPCREDITGDP_SJA_D1M1ML12\": [\"vBM\", \"\"],\n", " },\n", " \"REAL_RATES\": {\n", " \"RIR_NSA\": [\"vBM\", \"\"],\n", " \"RYLDIRS05Y_NSA\": [\"vBM\", \"\"],\n", " \"FXCRR_NSA\": [\"\", \"\"],\n", " \"FXCRR_VT10\": [\"\", \"\"],\n", " \"FXCRRHvGDRB_NSA\": [\"\", \"\"],\n", " },\n", " \"LIQ_TIGHT\": {\n", " \"MBASEGDP_SA_D1M1ML3\": [\"vBM\", \"_NEG\"],\n", " \"MBASEGDP_SA_D1M1ML6\": [\"vBM\", \"_NEG\"],\n", " \"INTLIQGDP_NSA_D1M1ML3\": [\"vBM\", \"_NEG\"],\n", " \"INTLIQGDP_NSA_D1M1ML6\": [\"vBM\", \"_NEG\"],\n", " },\n", "}\n", "\n", "# Dictionary for transformed category names\n", "\n", "dicx_mp = {}" ] }, { "cell_type": "code", "execution_count": 19, "id": "852b1f77", "metadata": {}, "outputs": [], "source": [ "# Add labels (in final transformed form)\n", "\n", "dict_lab[\"EXCESS_INFLATIONZN\"] = \"Relative excess inflation ratios\"\n", "dict_lab[\"XPCREDIT_GROWTHZN\"] = \"Relative excess credit growth\"\n", "dict_lab[\"REAL_RATESZN\"] = \"Real rate differentials and carry\"\n", "dict_lab[\"LIQ_TIGHTZN\"] = \"Relative liquidity tightening\"\n", "\n", "dict_lab[\"XRCPIH_SA_P1M1ML12vBMZN\"] = \"Excess headline CPI inflation, %oya, relative\"\n", "dict_lab[\"XRCPIH_SJA_P6M6ML6ARvBMZN\"] = (\n", " \"Excess headline CPI inflation, %6m/6m, saar, relative\"\n", ")\n", "dict_lab[\"XRCPIC_SA_P1M1ML12vBMZN\"] = \"Excess core CPI inflation, %oya, relative\"\n", "dict_lab[\"XRCPIC_SJA_P6M6ML6ARvBMZN\"] = (\n", " \"Excess core CPI inflation, %6m/6m, saar, relative\"\n", ")\n", "dict_lab[\"XRINFE2Y_JAvBMZN\"] = \"Excess 2-year inflation expectations, %, relative\"\n", "\n", "dict_lab[\"XRPCREDITBN_SJA_P1M1ML12vBMZN\"] = (\n", " \"Excess private credit growth, %oya, relative\"\n", ")\n", "dict_lab[\"XRPCREDITGDP_SJA_D1M1ML12vBMZN\"] = (\n", " \"Excess private credit growth, diff as % of GDP, relative\"\n", ")\n", "\n", "dict_lab[\"RIR_NSAvBMZN\"] = \"Real 1-month interest rate differential\"\n", "dict_lab[\"RYLDIRS05Y_NSAvBMZN\"] = \"Real 5-year IRS yield differential\"\n", "dict_lab[\"FXCRR_NSAZN\"] = \"Real FX forward carry\"\n", "dict_lab[\"FXCRR_VT10ZN\"] = \"Real FX forward carry for 10% ar vol target\"\n", "dict_lab[\"FXCRRHvGDRB_NSAZN\"] = \"Real hedged FX forward carry\"\n", "\n", "dict_lab[\"MBASEGDP_SA_D1M1ML3vBM_NEGZN\"] = (\n", " \"Monetary base, as % of GDP, diff over 3m, relative, negative\"\n", ")\n", "dict_lab[\"MBASEGDP_SA_D1M1ML6vBM_NEGZN\"] = (\n", " \"Monetary base, as % of GDP, diff over 6m, relative, negative\"\n", ")\n", "dict_lab[\"INTLIQGDP_NSA_D1M1ML3vBM_NEGZN\"] = (\n", " \"Intervention liquidity, as % of GDP, %oya, 3mma, relative, negative\"\n", ")\n", "dict_lab[\"INTLIQGDP_NSA_D1M1ML6vBM_NEGZN\"] = (\n", " \"Intervention liquidity, as % of GDP, %oya, 6mma, relative, negative\"\n", ")" ] }, { "cell_type": "code", "execution_count": 20, "id": "3cacb4e1", "metadata": {}, "outputs": [], "source": [ "# Production of factors and thematic factors\n", "\n", "dix = dict_mp\n", "dicx = dicx_mp\n", "\n", "for fact in dix.keys():\n", "\n", " # Original factors\n", "\n", " xcatx = list(dix[fact].keys())\n", " dicx[fact] = {}\n", " dicx[fact][\"OR\"] = xcatx\n", "\n", " # Relatives to benchmark (if required)\n", "\n", " vbms = [values[0] for values in dix[fact].values()]\n", " xcatxx = [xc for xc, bm in zip(xcatx, vbms) if bm == \"vBM\"]\n", "\n", " if len(xcatxx) > 0:\n", " dfa_usd = msp.make_relative_value(\n", " dfx, xcatxx, cids_usd, basket=[\"USD\"], postfix=\"vBM\"\n", " )\n", " dfa_eur = msp.make_relative_value(\n", " dfx, xcatxx, cids_eur, basket=[\"EUR\"], postfix=\"vBM\"\n", " )\n", " dfa_eud = msp.make_relative_value(\n", " dfx, xcatxx, cids_eud, basket=[\"EUR\", \"USD\"], postfix=\"vBM\"\n", " )\n", " dfa = pd.concat([dfa_eur, dfa_usd, dfa_eud])\n", " dfx = msm.update_df(dfx, dfa)\n", "\n", " dicx[fact][\"BM\"] = [xc + bm for xc, bm in zip(xcatx, vbms)]\n", "\n", " # Sign for hypothesized positive relation\n", "\n", " xcatxx = dicx[fact][\"BM\"]\n", " negs = [values[1] for values in dix[fact].values()]\n", " calcs = []\n", "\n", " for xc, neg in zip(xcatxx, negs):\n", " if neg == \"_NEG\":\n", " calcs += [f\"{xc}_NEG = - {xc}\"]\n", "\n", " if len(calcs) > 0:\n", " dfa = msp.panel_calculator(dfx, calcs=calcs, cids=cids_fx)\n", " dfx = msm.update_df(dfx, dfa)\n", "\n", " dicx[fact][\"SG\"] = [xc + neg for xc, neg in zip(xcatxx, negs)]\n", "\n", " # Sequential scoring\n", "\n", " xcatxx = dicx[fact][\"SG\"]\n", " cidx = cids_fx\n", " dfa = pd.DataFrame(columns=list(dfx.columns))\n", "\n", " for xc in xcatxx:\n", " dfaa = msp.make_zn_scores(\n", " dfx,\n", " xcat=xc,\n", " cids=cidx,\n", " sequential=True,\n", " min_obs=261 * 3,\n", " neutral=\"zero\",\n", " pan_weight=1,\n", " thresh=3,\n", " postfix=\"ZN\",\n", " est_freq=\"m\",\n", " )\n", " dfa = msm.update_df(dfa, dfaa)\n", "\n", " dfx = msm.update_df(dfx, dfa)\n", " dicx[fact][\"ZN\"] = [xc + \"ZN\" for xc in xcatxx]" ] }, { "cell_type": "code", "execution_count": 21, "id": "ae280df8", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Correlation matrix of final constituents\n", "\n", "xcatx = [item for value in dicx_mp.values() if \"ZN\" in value for item in value[\"ZN\"]]\n", "cidx = cids_fx\n", "sdate = \"2000-01-01\"\n", "labels = [dict_lab[xc] for xc in xcatx]\n", "\n", "\n", "msp.correl_matrix(\n", " dfx,\n", " xcats=xcatx,\n", " cids=cidx,\n", " start=sdate,\n", " freq=\"M\",\n", " cluster=False,\n", " title=None,\n", " size=(14, 12),\n", " xcat_labels=labels,\n", ")" ] }, { "cell_type": "code", "execution_count": 22, "id": "9f913798", "metadata": {}, "outputs": [], "source": [ "# Factors and re-scoring\n", "dicx = dicx_mp\n", "cidx = cids_fx\n", "\n", "factors = list(dicx.keys())\n", "\n", "# Factors as average of constituent scores\n", "\n", "for fact in factors:\n", " xcatx = dicx[fact][\"ZN\"]\n", "\n", " dfa = msp.linear_composite(\n", " dfx,\n", " xcats=xcatx,\n", " cids=cidx,\n", " complete_xcats=False,\n", " new_xcat=fact,\n", " )\n", " dfx = msm.update_df(dfx, dfa)\n", "\n", "# Sequential re-scoring\n", "\n", "dfa = pd.DataFrame(columns=list(dfx.columns))\n", "\n", "for fact in factors:\n", " dfaa = msp.make_zn_scores(\n", " dfx,\n", " xcat=fact,\n", " cids=cidx,\n", " sequential=True,\n", " min_obs=261 * 3,\n", " neutral=\"zero\",\n", " pan_weight=1,\n", " thresh=3,\n", " postfix=\"ZN\",\n", " est_freq=\"m\",\n", " )\n", " dfa = msm.update_df(dfa, dfaa)\n", "\n", "dfx = msm.update_df(dfx, dfa)\n", "\n", "dict_themes[\"REL_MONPOL_TIGHT\"] = [fact + \"ZN\" for fact in factors]" ] }, { "cell_type": "markdown", "id": "ee21272b", "metadata": {}, "source": [ "### External position and valuation factors" ] }, { "cell_type": "code", "execution_count": 23, "id": "f91decf8", "metadata": {}, "outputs": [], "source": [ "# Governing dictionary for constituent factors\n", "\n", "dict_xv = {\n", " \"EXTERNAL_BALANCES\": {\n", " \"CABGDPRATIO_NSA_12MMA\": [\"\", \"\"],\n", " \"BXBGDPRATIO_NSA_12MMA\": [\"\", \"\"],\n", " \"MTBGDPRATIO_SA_6MMA_D1M1ML6\": [\"\", \"\"],\n", " \"BXBGDPRATIO_NSA_12MMA_D1M1ML3\": [\"\", \"\"],\n", " },\n", " \"LIABILITIES_GROWTH\": {\n", " \"IIPLIABGDP_NSA_D1Mv2YMA\": [\"\", \"_NEG\"],\n", " \"IIPLIABGDP_NSA_D1Mv5YMA\": [\"\", \"_NEG\"],\n", " },\n", " \"FX_OVERVAL\": {\n", " \"PPPFXOVERVALUE_NSA_P1DvLTXL1\": [\"\", \"_NEG\"],\n", " \"PPPFXOVERVALUE_NSA_D1M60ML1\": [\"\", \"_NEG\"],\n", " \"REER_NSA_P1M60ML1\": [\"\", \"_NEG\"],\n", " },\n", "}\n", "\n", "# Dictionary for transformed category names\n", "\n", "dicx_xv = {}" ] }, { "cell_type": "code", "execution_count": 24, "id": "39350763", "metadata": {}, "outputs": [], "source": [ "# Add labels (in final transformed form)\n", "\n", "dict_lab[\"EXTERNAL_BALANCESZN\"] = \"External balances ratios\"\n", "dict_lab[\"LIABILITIES_GROWTHZN\"] = \"Liabilities growth (negative)\"\n", "dict_lab[\"FX_OVERVALZN\"] = \"FX overvaluation (negative)\"\n", "\n", "dict_lab[\"CABGDPRATIO_NSA_12MMAZN\"] = \"Current account balance, % of GDP, 12mma\"\n", "dict_lab[\"BXBGDPRATIO_NSA_12MMAZN\"] = \"Basic external balance, % of GDP, 12mma\"\n", "dict_lab[\"MTBGDPRATIO_SA_6MMA_D1M1ML6ZN\"] = \"Change in trade balance, diff 6m/6m, sa\"\n", "dict_lab[\"BXBGDPRATIO_NSA_12MMA_D1M1ML3ZN\"] = (\n", " \"Basic ext. balance, % of GDP, 12mma, diff over 3m\"\n", ")\n", "\n", "dict_lab[\"IIPLIABGDP_NSA_D1Mv2YMA_NEGZN\"] = (\n", " \"International liabilities, % of GDP, diff over 2yma\"\n", ")\n", "dict_lab[\"IIPLIABGDP_NSA_D1Mv5YMA_NEGZN\"] = (\n", " \"International liabilities, % of GDP, diff over 5yma\"\n", ")\n", "\n", "dict_lab[\"PPPFXOVERVALUE_NSA_P1DvLTXL1_NEGZN\"] = (\n", " \"PPP-based overvaluation, % versus long-term median, negative\"\n", ")\n", "dict_lab[\"PPPFXOVERVALUE_NSA_D1M60ML1_NEGZN\"] = (\n", " \"PPP-based overvaluation, % diff over 5yma negative\"\n", ")\n", "dict_lab[\"REER_NSA_P1M60ML1_NEGZN\"] = \"REER appreciation, % diff over 5yma negative\"" ] }, { "cell_type": "code", "execution_count": 25, "id": "5ff99cb5", "metadata": {}, "outputs": [], "source": [ "# Production of factors and thematic factors\n", "\n", "dix = dict_xv\n", "dicx = dicx_xv\n", "\n", "for fact in dix.keys():\n", "\n", " # Original factors\n", "\n", " xcatx = list(dix[fact].keys())\n", " dicx[fact] = {}\n", " dicx[fact][\"OR\"] = xcatx\n", "\n", " # Relatives to benchmark (if required)\n", "\n", " vbms = [values[0] for values in dix[fact].values()]\n", " xcatxx = [xc for xc, bm in zip(xcatx, vbms) if bm == \"vBM\"]\n", "\n", " if len(xcatxx) > 0:\n", " dfa_usd = msp.make_relative_value(\n", " dfx, xcatxx, cids_usd, basket=[\"USD\"], postfix=\"vBM\"\n", " )\n", " dfa_eur = msp.make_relative_value(\n", " dfx, xcatxx, cids_eur, basket=[\"EUR\"], postfix=\"vBM\"\n", " )\n", " dfa_eud = msp.make_relative_value(\n", " dfx, xcatxx, cids_eud, basket=[\"EUR\", \"USD\"], postfix=\"vBM\"\n", " )\n", " dfa = pd.concat([dfa_eur, dfa_usd, dfa_eud])\n", " dfx = msm.update_df(dfx, dfa)\n", "\n", " dicx[fact][\"BM\"] = [xc + bm for xc, bm in zip(xcatx, vbms)]\n", "\n", " # Sign for hypothesized positive relation\n", "\n", " xcatxx = dicx[fact][\"BM\"]\n", " negs = [values[1] for values in dix[fact].values()]\n", " calcs = []\n", "\n", " for xc, neg in zip(xcatxx, negs):\n", " if neg == \"_NEG\":\n", " calcs += [f\"{xc}_NEG = - {xc}\"]\n", "\n", " if len(calcs) > 0:\n", " dfa = msp.panel_calculator(dfx, calcs=calcs, cids=cids_fx)\n", " dfx = msm.update_df(dfx, dfa)\n", "\n", " dicx[fact][\"SG\"] = [xc + neg for xc, neg in zip(xcatxx, negs)]\n", "\n", " # Sequential scoring\n", "\n", " xcatxx = dicx[fact][\"SG\"]\n", " cidx = cids_fx\n", " dfa = pd.DataFrame(columns=list(dfx.columns))\n", "\n", " for xc in xcatxx:\n", " dfaa = msp.make_zn_scores(\n", " dfx,\n", " xcat=xc,\n", " cids=cidx,\n", " sequential=True,\n", " min_obs=261 * 3,\n", " neutral=\"zero\",\n", " pan_weight=1,\n", " thresh=3,\n", " postfix=\"ZN\",\n", " est_freq=\"m\",\n", " )\n", " dfa = msm.update_df(dfa, dfaa)\n", "\n", " dfx = msm.update_df(dfx, dfa)\n", " dicx[fact][\"ZN\"] = [xc + \"ZN\" for xc in xcatxx]" ] }, { "cell_type": "code", "execution_count": 26, "id": "4b24f439", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Correlation matrix of final constituents\n", "\n", "xcatx = [item for value in dicx_xv.values() if \"ZN\" in value for item in value[\"ZN\"]]\n", "cidx = cids_fx\n", "sdate = \"2000-01-01\"\n", "labels = [dict_lab[xc] for xc in xcatx]\n", "\n", "msp.correl_matrix(\n", " dfx,\n", " xcats=xcatx,\n", " cids=cidx,\n", " start=sdate,\n", " freq=\"M\",\n", " cluster=False,\n", " title=None,\n", " size=(14, 10),\n", " xcat_labels=labels,\n", ")" ] }, { "cell_type": "code", "execution_count": 27, "id": "18061b54", "metadata": {}, "outputs": [], "source": [ "# Factors and re-scoring\n", "dicx = dicx_xv\n", "cidx = cids_fx\n", "\n", "factors = list(dicx.keys())\n", "\n", "# Factors as average of constituent scores\n", "\n", "for fact in factors:\n", " xcatx = dicx[fact][\"ZN\"]\n", "\n", " dfa = msp.linear_composite(\n", " dfx,\n", " xcats=xcatx,\n", " cids=cidx,\n", " complete_xcats=False,\n", " new_xcat=fact,\n", " )\n", " dfx = msm.update_df(dfx, dfa)\n", "\n", "# Sequential re-scoring\n", "\n", "dfa = pd.DataFrame(columns=list(dfx.columns))\n", "\n", "for fact in factors:\n", " dfaa = msp.make_zn_scores(\n", " dfx,\n", " xcat=fact,\n", " cids=cidx,\n", " sequential=True,\n", " min_obs=261 * 3,\n", " neutral=\"zero\",\n", " pan_weight=1,\n", " thresh=3,\n", " postfix=\"ZN\",\n", " est_freq=\"m\",\n", " )\n", " dfa = msm.update_df(dfa, dfaa)\n", "\n", "dfx = msm.update_df(dfx, dfa)\n", "\n", "dict_themes[\"EXTERNAL_VALUE\"] = [fact + \"ZN\" for fact in factors]" ] }, { "cell_type": "markdown", "id": "b24e2eb5", "metadata": {}, "source": [ "### Price competitiveness factors" ] }, { "cell_type": "code", "execution_count": 28, "id": "1eabbf21", "metadata": {}, "outputs": [], "source": [ "# Preparation of categories for constituent factors\n", "\n", "xcatx = ppi_pchange\n", "cidx = cids\n", "\n", "calcs = [f\"XR{xc} = ( {xc} - INFTEFF_NSA ) / INFTEBASIS\" for xc in xcatx]\n", "dfa = msp.panel_calculator(dfx, calcs=calcs, cids=cidx)\n", "dfx = msm.update_df(dfx, dfa)" ] }, { "cell_type": "code", "execution_count": 29, "id": "02098756", "metadata": {}, "outputs": [], "source": [ "# Governing dictionary for constituent factors\n", "\n", "dict_pc = {\n", " \"EXCESS_PPIGROWTH\": {\n", " \"XRPGDPTECH_SA_P1M1ML12_3MMA\": [\"vBM\", \"\"],\n", " \"XRPPIH_NSA_P1M1ML12\": [\"vBM\", \"\"],\n", " },\n", " \"TOT_CHANGE\": {\n", " \"CTOT_NSA_P1W4WL1\": [\"\", \"\"],\n", " \"CTOT_NSA_P1M1ML12\": [\"\", \"\"],\n", " \"CTOT_NSA_P1M60ML1\": [\"\", \"\"],\n", " \"MTOT_NSA_P1M60ML1\": [\"\", \"\"],\n", " },\n", "}\n", "\n", "# Dictionary for transformed category names\n", "\n", "dicx_pc = {}" ] }, { "cell_type": "code", "execution_count": 30, "id": "e3510b03", "metadata": {}, "outputs": [], "source": [ "dict_lab[\"EXCESS_PPIGROWTHZN\"] = \"Relative excess producer price growth\"\n", "dict_lab[\"TOT_CHANGEZN\"] = \"Terms of change improvement\"\n", "\n", "dict_lab[\"XRPGDPTECH_SA_P1M1ML12_3MMAvBMZN\"] = (\n", " \"Excess GDP deflator growth, %oya, 3mma, relative\"\n", ")\n", "dict_lab[\"XRPPIH_NSA_P1M1ML12vBMZN\"] = \"Excess PPI inflation, %oya, relative\"\n", "\n", "dict_lab[\"CTOT_NSA_P1W4WL1ZN\"] = \"Commodity terms of trade, % over prev. 4 weeks\"\n", "dict_lab[\"CTOT_NSA_P1M1ML12ZN\"] = \"Commodity terms of trade, % over prev. 12 months\"\n", "dict_lab[\"CTOT_NSA_P1M60ML1ZN\"] = \"Commodity terms of trade, % over prev. 5 years\"\n", "dict_lab[\"MTOT_NSA_P1M60ML1ZN\"] = \"Broad terms of trade, % over prev. 5 years\"" ] }, { "cell_type": "code", "execution_count": 31, "id": "973af9b9", "metadata": {}, "outputs": [], "source": [ "# Production of factors and thematic factors\n", "\n", "dix = dict_pc\n", "dicx = dicx_pc\n", "\n", "for fact in dix.keys():\n", "\n", " # Original factors\n", "\n", " xcatx = list(dix[fact].keys())\n", " dicx[fact] = {}\n", " dicx[fact][\"OR\"] = xcatx\n", "\n", " # Relatives to benchmark (if required)\n", "\n", " vbms = [values[0] for values in dix[fact].values()]\n", " xcatxx = [xc for xc, bm in zip(xcatx, vbms) if bm == \"vBM\"]\n", "\n", " if len(xcatxx) > 0:\n", " dfa_usd = msp.make_relative_value(\n", " dfx, xcatxx, cids_usd, basket=[\"USD\"], postfix=\"vBM\"\n", " )\n", " dfa_eur = msp.make_relative_value(\n", " dfx, xcatxx, cids_eur, basket=[\"EUR\"], postfix=\"vBM\"\n", " )\n", " dfa_eud = msp.make_relative_value(\n", " dfx, xcatxx, cids_eud, basket=[\"EUR\", \"USD\"], postfix=\"vBM\"\n", " )\n", " \n", " dfa = pd.concat([dfa_eur, dfa_usd, dfa_eud])\n", " dfx = msm.update_df(dfx, dfa)\n", "\n", " dicx[fact][\"BM\"] = [xc + bm for xc, bm in zip(xcatx, vbms)]\n", "\n", " # Sign for hypothesized positive relation\n", "\n", " xcatxx = dicx[fact][\"BM\"]\n", " negs = [values[1] for values in dix[fact].values()]\n", " calcs = []\n", "\n", " for xc, neg in zip(xcatxx, negs):\n", " if neg == \"_NEG\":\n", " calcs += [f\"{xc}_NEG = - {xc}\"]\n", "\n", " if len(calcs) > 0:\n", " dfa = msp.panel_calculator(dfx, calcs=calcs, cids=cids_fx)\n", " dfx = msm.update_df(dfx, dfa)\n", "\n", " dicx[fact][\"SG\"] = [xc + neg for xc, neg in zip(xcatxx, negs)]\n", "\n", " # Sequential scoring\n", "\n", " xcatxx = dicx[fact][\"SG\"]\n", " cidx = cids_fx\n", " dfa = pd.DataFrame(columns=list(dfx.columns))\n", "\n", " for xc in xcatxx:\n", " dfaa = msp.make_zn_scores(\n", " dfx,\n", " xcat=xc,\n", " cids=cidx,\n", " sequential=True,\n", " min_obs=261 * 3,\n", " neutral=\"zero\",\n", " pan_weight=1,\n", " thresh=3,\n", " postfix=\"ZN\",\n", " est_freq=\"m\",\n", " )\n", " dfa = msm.update_df(dfa, dfaa)\n", "\n", " dfx = msm.update_df(dfx, dfa)\n", " dicx[fact][\"ZN\"] = [xc + \"ZN\" for xc in xcatxx]" ] }, { "cell_type": "code", "execution_count": 32, "id": "8974dfd6", "metadata": {}, "outputs": [ { "data": { "image/png": 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E29jY2DBixIgMfyFMbx7kyJGDKlWq6Dz+zp07+fjxIwB169bNoFT/H3d3dxYvXqwxnkVERAS3bt3i1q1b/PXXXyxcuFC55ymRmWU6vecGlOOVLVuWNWvW4OPjowRVS5YsSdOmTenatatSe54aGVmm379/rwQ7f/vttwxpdQAwa9YsZs6cqZQ7XZ48eQJA7ty5NZZ/7TItwQMhxL9O/C4H1tbWqdo3qcABwNatW7G2tua3334jb968HDt2DDs7OyDuBej3339HpVJRvHhxhgwZgrW1NXp6epw9e5YFCxbw7NkzRo4cSa5cuWjQoIFy3Hnz5nHv3j1MTEwYMWIE9erVI2fOnLx48YK1a9fi5eXF+fPnWb9+vUYztkmTJvHixQvy58/PqFGjqFq1KtmzZ+fJkye4u7vj7++Pj48PjRo1ShSwSIn4L5wdO3akY8eO/Pjjjzx58oRFixYpUfcKFSrQvn17IK6JqjofzM3NGTx4MOXLl8fY2JjAwEC2bt2Kp6cnYWFhzJgxgw0bNgBxL8P29vYsX76c5cuXU7hwYfbt2wegTFMWExPDwIEDOX/+PIaGhvTo0YNWrVpRoEABXr58yY4dO9i8eTNeXl5ky5aNyZMna1zP7NmzlcBBs2bN6N27N4UKFeL+/fssWLCAS5cu6axNv3LlCoMHDyYyMpL8+fPzyy+/UK9ePbJmzcrVq1dZuHAhd+7cYdasWZiYmNCpU6dEx1C/lDo7O9O7d28iIiK4evUqhQoVomXLlixdupSzZ88SHBysNeilrrEvVapUqr6Ep+U+PnnyhL59+xIaGkr27NkZOHAgdnZ25MyZk7t377J48WKlTBobGzNixAit5966dSv29vYMGzYMIyMjTpw4kWiKrq1bt1K+fHkmT55M0aJFOXv2LDY2Nkqe9ejRg3fv3mFqasrgwYNp0KABJiYm3Lt3j+XLl3Pq1CmmTp2KqakpzZo1S1GejB07lmvXrmFgYED//v2xt7enQIEChISEcPnyZdzd3Xnx4gW7d++mXbt2Sg2ct7c3sbGxVK1aFYA//viDFi1a6PySHV9GlCGIu5958uTh119/VV4qjhw5wuzZs/n8+TNTpkyhcePGyT7PACZPnszvv/+u9XOX8Jp0ld+CBQsC8OeffyqBg1q1auHq6kr58uUJDw/nwIEDLF26lOfPn9O9e3c8PT2V/eI7cOAAERER2Nvb07dvX3788UcuXbrE77//TlhYGAsWLMDQ0JBs2bIxYcIEatasyefPn1m7di2bN28mMDCQzZs362zuq0ty05apB3YzNDTE0tJSWR4UFASQ7Ewe6heLZ8+eJdo3uf2LFCmi/F/b/mk5d0q8fPlSGVAtqXPo6elRqFAhnj59qvUcq1ev1joifEbI6DyIiooiJCSER48esWvXLuWZ26pVK6X7SEqk5Dmxdu1a3NzcgLjg0eDBg7GwsCAyMpJjx46xaNEigoOD6devH9u2bVOCSCmVGWU6vecODQ1Vzr9o0aJEFRC3b9/m9u3b7Ny5k5UrV6a6XGVUmQaYOHEir169wtbWljZt2qQqHcnR09NL8vl98+ZNbty4AUC1atWSPFZGlWk1CR4IIf514ke0S5cunaHHNjExwd3dXYn0dujQAYDIyEimTZuGSqWiZMmSbNu2TaPmtEWLFtSpUwcnJycCAwOZMGEChw8fVmrGDx06BECfPn1wdnZW9subNy+zZs3i1atXnDt3Dm9vb+VLcXh4uNKcbtSoURo1jaampixdupSWLVvy+PFjvL29Ux08OHz4sPLCOXLkSHr37q1x/OXLl9OpUydu3rzJ8uXLlZfO1atXo1KpMDU1Zc2aNRpR8fz582NlZUV4eDhHjhzhwoULfPnyhaxZs2JoaIihoSFGRkZA3B/PhP2vd+/ezfnz54G40ZKbNGmirMuTJw+///47RYsWZcaMGWzbto0OHTooNXoBAQFs2rQJiBsHY8qUKcq+1tbWrFu3jl69einHT2jq1KlERkaSN29etm3bpvHFo1GjRtSqVYtu3bpx7do1Zs6cib29vdYAQLVq1ZgwYYLyu/rLT6tWrVi6dCnR0dEcOHCAzp07a+wXExOj9IVMzb1M632cO3cuoaGhGBsbs2HDBo1ampo1a1KjRg1++eUXjhw5wqpVq2jVqhXlypVLdP4iRYowb948pXmkthdifX19Fi1apORF/OubM2cO7969I3fu3Gzbtk2juauNjQ01atRg0KBB+Pr6Mm3aNGxtbZP94vrgwQOln+jgwYM1ZhTImzcvpUuXxtzcXPlMnTx5UgkeJGxGamxsnOJxAjKqDBkZGbF161aNecidnZ3R09Pjjz/+4MOHD5w6dQp7e/tk02RsbIyxsXGSn7v4dJXfu3fvKp+vn3/+mXnz5ik1j6ampvTt25caNWrg4uJCSEgI06dPZ+HChYmOHxERQZMmTTRGLm/atCnPnj1j9uzZylzne/fu1ZhmbMKECdy8eZNr165x+vTpVAcPkrJ//36ltUXz5s01akrVzcoT1v4lpG4JEb/FSfwm6QlrX+OL/xKhbf+0nDslUpq+5M7xtQIHkPF5sGfPHn777Tfldz09vWRbAmmT3HPi7du3SvmvVq0aa9eu1XhuderUidq1a9O+fXvev3/PhAkT2LFjR6rSkJSvVabTe+6ELUP69u1Ly5YtyZ8/P0FBQWzfvp1t27YRGBhI79698fDwSDad8WVUmd6zZw/79+8nX758Gt8lvoWIiAjlGWxoaKh8D9Ulo8q0mox5IIT41/nw4YPyf3WfvIxSp04drX+ojh8/rkwtNGbMGI3AgZqpqanSB/rly5caTX8jIyMBtPbX1dPT4/fff2f9+vUsW7ZMWR4dHa00edW2n7GxMbNmzWLz5s2JauBTQh2dLlasmNY/MsbGxvTp0wczMzMqVapEeHg4ENcX0tHRkYEDB+r8o65uERIbG6vR9Dg56tqKGjVqaAQO4uvatatSUxd/gLG9e/cSHR2NiYkJo0eP1no98V+K4rt16xY3b94EYNCgQVprLOK3dPj8+TOenp5aj9W0aVOty+O3JtA29/S5c+d48+YNkLouC2m5jyEhIUpAq0uXLlqbdxoYGDB58mSMjY1RqVQa3Q7is7OzS7ZfZYUKFbS+YLx//x4fHx8lHfEDB2r6+vrK/Xz37h2+vr5JngviAjE9e/bE3t5eZ+1+hQoVlC+XwcHByR4zORlZhlq1aqUROFCLP995amuZU0pX+d2xYwcqlUr5HGlrsmxlZaUExQ4dOsS7d++0HqtPnz6Jlqmn1AWwt7fXOj+5uqluSuaHT6nLly8zduxYIO7vybBhwzTWq7uoJRewUq+P36Ut/v/Vrau0ib9O2/5pOXdKqP8uJZe+9JwjvTI6DxJ2jVKpVKxevZrly5cnGv8kPfbt26cMxDdp0iSt6S9RooQysOD169eV50d6fc0ynd5zv3v3jvz582NkZMTKlSsZPnw45cqVI2/evJibmzN58mRl/2fPnml8J0qJjCjTz58/VwIGkydPTnHX2IwQExPDyJEjlSBL7969KVmyZJL7ZHSZluCBEOJfJ/6X1oRN3tJLV7NBdW11tmzZkpx3uGHDhkqNxIULF5Tl6lrNzZs3M3DgQHx8fDReqsuVK0fNmjU1mq/myZNHqemdO3cuo0ePxs/PT2NAMgsLC6pXr84PP/yQ2kvl7NmzADRo0EDnIEBNmzbFy8uLhQsXKrVj3bp1Y9q0aXTp0kXrPgEBARoD3KV0nuHw8HBlIKWKFSvy8eNHrT9fvnxRRiGO34VFXfue1CBJ5cqV0/oSG781QlK1ufFfgnW1YEhqjAd1TfelS5cSjTOgDgJUrVpV64uTLmm5j5cuXVK+VCR1vfny5VMCQbquNyVNbXVtc+XKFeUzXKFCBZ33PH/+/MrYI5cuXUr2fGZmZowePZpFixZpDfR9/PiRU6dOKc8SXYOVpkZGliFd/Vnz5cun/D+5EcLTSlf5VT/PrK2tk/wy7eDgAMQFDrXdKyMjI63lIf616UqD+nOdUc/9Cxcu0KdPHz5//oyRkRHz5s1LNHp5Srqr6JKefTNi/+SkZZycby2j86B9+/ZcvHiR69evs3nzZqytrQkNDWXhwoVMmzYtw86j/myXKlWK8uXL69zu559/Vv4f/ztDWn3tMp3ec7ds2ZJTp05x+fJlneM8dO/eXckzDw+PVL0Ap7dMx8bGMnr0aD58+EDbtm21joXwtURGRjJs2DBlPJg6derwyy+/JLtfRpdp6bYghPjXid/aIC0jFSdF15di9YteyZIlk/zDa2BgQMmSJbl9+7ZGNHjMmDFcu3aNkJAQZdA/AwMDZeR39Qj7CU2aNInevXsrtZSenp4YGRlRtWpVGjRogJ2dXaLa2sjISJ1frvX19cmWLRtfvnxRghfJRbV1+fDhA6dPn+bevXs8ffqUwMBAHj58mKgJYEr/8AcFBSmDSq1fv57169cnu0/8gSTV/SiTu57SpUvz+PFjjWXq+5srVy6NATK1KVOmDI8fP9Y5s0ZSrWEcHByYMWMGUVFR+Pj40LNnTyDunh0+fBhIXauDtN7H+GkvU6ZMktuWKVMGf39/ndebkloZXdsEBgYq/x88eHCyxwGSnNFEm7///psrV64QEBBAYGAgAQEBPH36VGMAs4yocczIMqQrv+IPEJqRtaTx6Sq/6utLSXlRS1gjBnEBAHUXivjiB750DYaYkS+7hw4dYsSIEURERGBoaMjcuXO19g/Oli0bUVFRGjWa2mirzY3ftF19Hm3iD4wZv7Y0Pef+8uWLzqCYgYEBWbNm1RiQLrnaZfX65GpzUyqpv1Pwf1OKpicPtInfoqd69eqsXbuWHj16cP78eTZv3kynTp2SLeMpkdLPyw8//ECuXLkICwvT+nlJjW9RptN7brWEgx0n1KhRI+7du0doaChPnjyhZMmS36RMr127lvPnz1OkSBGNrgApkdIyrU14eDiDBw9WpmGsXr06bm5uKQr0ZHSZluCBEOJfJ/5DMDAwkJo1a6Z435iYmCQfxrr+SKqb7Kdk9F/1F8b4LQRKlSrFvn37WLZsGT4+Prx7946YmBhlhHI3NzeqV6/OtGnTNF4Cq1evjpeXF0uXLuXw4cN8+PCBqKgozp07x7lz55g1axaNGjViypQp5M+fH4jrG7x7926taStSpAh+fn4arR5S+2UwNjYWNzc3Vq9eneiPs5GREVZWVuTKlSvZKRUTUudxWvcJDQ0Fkr8ebfcwvfc3vqS+aJmamlK3bl2OHj2Kt7e3Ejw4duwYHz58wMjISKMmKjlpvY/x8y25a07P9Sa3TXrveVLu3LnDuHHjtI5AX6BAAerUqcPRo0dT1a0mJenKiDKUlum1Mkp6n4HxX5i1XV9aRlDPaCtXrmTu3LmoVCqyZs3KwoUL+emnn7RumzNnTsLCwjS6y2mjDprGD77E73MdHh6u8+VBV1e89Jy7T58+Olu2WFtbs3HjRo0gTVrOkR7Lly9Xpg/V5u7du0D68iAlDA0NGTp0KJ07dyY2NpZjx45lSPAgtc+DsLAwnc+DlPhWZTq9506p+DMbBAcHU7Jkya9epu/cucOCBQvQ09Pjzz//TNGAtPGltEwn9OzZM1xdXbl//z4A9erVw83NLclpHJOS3jItwQMhxL9O/L6xp0+fVgaAS4n27dtjaGhI/fr1GTRoUIr3U38BSMkfd/UUOQkf/Pnz52f8+PGMGzeOGzducOrUKU6fPs2VK1eIjo7m4sWLdO/enf3792vsW7x4caZPn87kyZO5fPkyp0+f5tSpU9y8eROVSoWfnx+vX79m586dKZ6DOP7x49d6pcT06dOVGRRKly6tzHddpkwZypUrh7GxMTt27Eh18CB+miZNmqSzr7ouWbNmJSoqKtl7pK25d0bc35Rq1aoVR48e5ebNmzx58oQSJUooYyDUr19fazN7XdJ6H+N/of306VOS096l93qTEv+YPj4+GfKlHeK+jHXp0kUJyNja2mJpaUnZsmUpV66c0pS2fv36GRY8+JZlKDOYmJik6AUn/vRj30OgIL6YmBj++OMPZcaIvHnzsmzZMo3R4BMqVaoUQUFBydYKq1uRxH/piR8IDgoKStSEWy3+sePXIqbn3ClRqFAhsmbNypcvX5I8h0qlUmrStY3F8TV97TwAzSn9MmoskW/1PPjWZTq951ZTqVRJfl+JX4OfmudIesr04cOHldYY3bp1S/I8u3fvVippNmzYoMwelFo3btzA1dVVGdeqbdu2TJ48WWvrrNRIT5mW4IEQ4l+ncOHCWFhYcP36dU6cOKFz2ruE7t+/r9RCaptCLLlzQlx//qRaL0RHRxMQEABoTr8Vn76+PlWqVKFKlSoMGDCA4OBgZs6ciaenJy9evODw4cNam64bGRlhY2ODjY0Nv/76Ky9evGD8+PH4+/tz8+ZNLl++TLVq1ZgxY0ay89bnzJmT7Nmz8/HjR43ZKxL69OkTbm5uFC1alIYNG6Knp6eMuG5nZ8fChQu15kVaupPEvyfxpzjTRtsXj+LFi/P3338rcyProm29+v6GhYXx5s2bJJudq8dzSOucz40aNSJnzpx8+PABPz8/nJ2dOXHiBJC6LguQ9vsYv2w+fPgwyS976b3epMR/EQkKCkoyeJDcl834li9fzocPHzAwMOCvv/7SOu2lSqXKsMABfNsylBkKFy5MWFiYxngm2qjna1fv872IiopiyJAhyoCbJUuWZMWKFZQoUSLJ/cqXL4+/vz937tzRWQZVKhW3b98GNMf3KFeuHHp6esp69bR+CanHetHT06NChQoZcu6NGzcmeV0Q97eoTJky/P3330oatLl3757yMpfUmC6pMXjw4BR1VUpPHly9ehV3d3cCAwNZuXKl1gFZQXe3kfQoXLgwt2/fTvbz8urVK6WVgq7vDLpkRplO77m7dOnC3bt3qVChQpJlVP0cMTAwUMYA+reUabVz587Rr18/pUJj8ODByVZqfYsy/f2PhCKEEGnQo0cPIK5p4Pz581O0z9y5c5X/J5wmLznq1g6fP39WXvS0OXbsmNKUXz3X/fXr1+nUqRPW1tZKs7T4TE1NGTdunPK7eiTxY8eO4ejoiLW1tdbmd4UKFWL48OGJ9ksJPT09JX3qgQa1OX/+PGvWrGHy5Mm8fv2aa9euKX3FHR0ddQZRzpw5o/w/Yd9sXS+ApqamlC1bFgA/Pz+dfbpjY2Np1qwZ9erVY+TIkcpydeT//PnzGrWf8QUGBmq83KjFb82iHqxIm9u3byvBB10vAsnJkiWLMqK9n58f586dU2r/GzVqlKpjpfU+Vq1aVek/ntT1vnv3ThnES32ejFStWjUlHUnNohAUFISVlRW2trZKq5ekXLlyBYj70qstcABxg22qv2DFH/8grb5lGcoM6us7f/58krNTqKcb1dPTS1EN5LegUqkYOXKkUsaqVKnCli1bkn3RAZQBct+9e8fVq1e1bnP58mUlYFqvXj1leY4cOZQ52v38/HSeQ73OwsJCo+VRes6dUg0aNADiBl7VVUuuTp+xsbEygOq3kp48MDY25uTJkwQEBCT5mTx58qTyf/XUv+ml/rw8fvyYe/fu6dxu//79yv9T84zNrDKd3nOrWzBduXJF5xSQERERyhhA1apVS/FUuWppLdP9+vXj8uXLSf6oA6ItWrRQlsV/9qfU9evXcXV15fPnzxgaGjJ9+vQUtYb9FmVaggdCiH+ln3/+WXngb9++ndmzZyf5sjlz5kxl6kQ7O7tUjZMAcbMoqGsSZ8yYobXGMiQkhJkzZwJxL8LqF8FChQpx/fp13r9/rzNyro7wA0okOV++fNy4cYP379/z119/pXi/lGrXrh0Ajx490joNX3R0NIsXLwagaNGiWFhYaPTF1vYSDrBr1y5l0B8g0aBM6oCDtsGa1F1QHj58yOrVq7Uef8OGDTx8+JDXr18rwQaIC2bo6+vz6dMnrQGl2NhYpk+frrWcmJubK39g3d3dtbZ8+PLlC3/88QcQFwBIbSuB+NSzLly+fBkvLy8gbkaE5AaR0iYt99HU1FQZRXrTpk1apwiLjY3ljz/+ICoqCj09PRwdHVOdtuTkz59fmX5w165dWkfnV9+3z58/ExgYqHVayYTUZSwoKEhrd473799rTG+qbZArdVlP6cj+37oMfWvqz2ZkZCSTJ0/WGnC5fv26Mt1qgwYN0jQLzNewfv165SXNysqKdevWpXj6NRsbG6VGeNasWYmeW5GRkcyZMweIa2mQ8EWrdevWQFxw79ixY4mOf+zYMeV52b179ww9d0q0bNkSAwMD3r9/r7W/9vPnz1m3bh0Q96yJP47Dt5CePKhYsaLyN2Lt2rXKVLjxvX37lnnz5gFxY6GkNoCr6znRunVrZfyQSZMmaR28LzAwkKVLlwJxrQF0zbKiTWaW6fScW/3Mi4qK0tlCctq0aUozfm3TD6fkHGkp08bGxmTPnj3JH3Xlh6GhobIstbNXhIWFMWTIED59+oS+vj7z58+nbdu2Kdr3W5RpCR4IIf6V9PT0mDt3rhLpXrVqFS1btmTr1q3cuXOH0NBQAgMD2bNnD+3bt2fNmjVA3B/otExdo57bHOK6LrRv3x5vb2/evHnDmzdv8PHxwcnJSWk6/ueffyr9FwsUKKD8wdy2bRtjx47l+vXrBAcHExgYyK5duxgxYgQQF2hQv0xVrlxZCZAsXLiQmTNncvv2bYKDg3n8+DHr1q1TrqVKlSopeqmKr2nTpkpt/R9//MHs2bN5+PAhwcHBnD9/nh49enD9+nUARo4cib6+PtWqVVOawLm7u7N582aePXvG27dvuXDhAqNHj9ZoRQEkagWgrll7+/Ytp06d4v3798oXq86dOytNCGfPns24ceO4efMmoaGh3L17l+nTpytfOEqWLImLi4ty3DJlyigtSjZu3Mjo0aO5ffs2oaGhXLlyhX79+mnUbidsATFx4kSMjIwICQmhQ4cObN++nRcvXhAcHMyxY8fo3LmzUqM9evToVHd9ia969eoUKVKE6OhoZYrGtL5IpuU+AowaNYpcuXIRGRlJt27dWL16NYGBgYSEhHDu3Dl69uyp1Gz06NFDZw1+eo0ePZocOXIQFRVFr169WLp0KQEBAQQHB3Px4kVcXV2VWqjmzZunqLa+bt26QFxAr3///ly5coXg4GACAgL466+/aNOmDXfu3FG219ZSRV1OfX19CQ4OTlFXnG9Zhr61ChUqKJ+3/fv306tXL86dO0dISAiBgYGsXr2a7t27ExUVRe7cuZk0aVLmJvj/e/fuHQsWLADi7umMGTNQqVQ6pwX9+PGjxvSy+vr6yrzzly9fpmfPnly6dImQkBAuXbpEz549uXz5Mnp6egwbNizRc6Vt27bKM23IkCGsWbOGly9f8vLlS9asWcOQIUOAuGe4ukVSRp07JUqVKqU8N1evXs2ECROU58fBgwdxdnYmNDSUPHny0Ldv31QfP73Smwe//fYb+vr6vHv3DicnJ7y8vHj+/DmvXr3C09OT9u3bExQUhL6+PpMmTUr1OB26nhOmpqb8+uuvQNz0sp06deLYsWMEBwfz8uVLtm/fTseOHQkNDcXIyIiZM2em+P5lZplO77kdHByUZ/iuXbsYMmQI165dIzg4mKtXrzJo0CBlDIXWrVunaeDF771ML126VBmPoXv37tSpUyfJ/Es4TtPXLtN6qq81l48QQnwH3r17x7hx47TW6CTUtGlTpkyZkqjm5NmzZzRu3BiIGwwwqQjwjh07lNpYbUxMTJg8eTItWrTQWP7hwwd69+6ts4kgxNXCrl69WqPP68uXL+nWrZsyjoI2JUuWZN26dWkayCokJIQBAwZw+fJlrev19fUZMWKERvR/y5Yt/PHHHzpbehgbG9OzZ0+WLVsGwJw5czTy48GDB7Rs2VJjyqX4+f7mzRsGDBigvPBqU7JkSa39/SIjIxk8eLDO8lC3bl2ePHlCYGAg7du3Z+rUqRrrjx07xrBhw3R2ezA0NGTYsGGJakM8PDyUL2O+vr4ULVpUZ9rV5s+fr+RR4cKF8fPzS9OXf0jbfYS4muIBAwZorb1Q69mzJ8OHD9dodXLu3Dm6du0KJD1YlHr60UGDBiXZF/TKlSsMGjRIqW3SpmHDhsyfP19jUDFd+f7+/Xs6deqUZH9jKysrcubMyYkTJyhZsmSiJqDDhg1TBrKE/5upBOLGrQgKCqJNmzaJas/SWoYyOk8TcnNzw93dXeM61FJafqOjo5k8ebLy5V6bYsWKsXDhwkRNZceMGcPu3bu1nh9S9hxO6hp0WbJkCQsXLkzRtmrazr948WIWLVqkdXs9PT3GjRun3L+EgoKC6Natm8bUpPGVKlWKv/76S2ftbXrOnRIRERH88ssvOp+bJiYmrFmzJlXN6tNaTnVJTx54enoyYcIEnVP3ZcuWjSlTpiT6u50SST0nIC7I7u7urvPvpampabLTGiaUmWU6I84dHBxM//79k/w+1KJFC2bMmJHmmWe+RpmGpJ/9KU1XzZo1UzWzhrbn3dcs0zJgohDiXy1fvnwsX76cS5cu4e3tzZUrV3j27BkfP34kS5YsFC5cmGrVqtG2bdsM6X/bvn17atasyfr16zl16hQvXrzAwMBAGYiuQ4cOWl/ic+bMyebNm9mxYwf79+/n3r17fPjwgezZs1O8eHEaNmxI165dE416X7BgQXbv3s3mzZvx9fXl4cOHSv/4MmXKYGdnR6dOnVI0XZ42efPmZdOmTezZswcvLy9u377Nx48fyZMnD9bW1nTv3j1RjXOnTp2UgMW1a9cICwsja9asFClSBBsbG7p06ULJkiXZv38/T5484fDhwxp/wMqWLcu8efNYvHgxT548IWvWrBq1ugUKFGDr1q3s3buXffv2cevWLd6/f0/WrFkpV64c9vb2dOrUSesgQMbGxixbtgwPDw88PDy4d+8eERERlCpVCkdHRzp37oyDgwOgfUq6n376iUOHDrF+/XqOHz+ufNkvXLgwtWvXpmPHjhk2I0CrVq2U4EHz5s3THDiAtN1HiOtjfeDAATZt2oSvry+PHz8mKiqKggULUr16dTp06PDVWhzEZ2VlxYEDB/jrr7/w8/Pj8ePHfPz4kVy5clG5cmXatGmTqiksc+fOzfbt21m5ciWHDx8mMDAQlUpFnjx5MDMzo0WLFjRv3hxvb29OnDhBQEAA9+7do3z58soxJkyYgKGhIcePH1e+6EVERCT7WfuWZehbMzQ0VIKjW7du5dKlS7x9+5ZcuXJRsmRJmjVrRuvWrVPdR/lrunbtWoYcZ+DAgdjY2LBhwwYuXbpEaGgouXLlwsrKiu7duyc5FkCRIkXYs2cP69at4+DBgwQGBhITE0OJEiWwt7enR48eSeZZes6dElmyZGHZsmV4enri4eHBnTt3+Pz5Mz/88AN169alT58+yqB1mSU9edC6dWusrKyUv9vPnz/H0NCQokWLUrduXbp165bmVkDJPScGDRqkjNVy/vx5Xr9+TbZs2ShWrBhNmjTB0dExxU3+1TKzTGfEuU1NTdm8eTOenp54eXlx9+5dPn78SN68ebG0tMTR0VEZtyCtvtcyfe/evXRNyan2Ncu0tDwQQggh4qlTpw5v377ll19+YeDAgZmWjoCAAOzt7QHw9vbWGL9BCCGEEOJbk5YHQggh/hP27NnDhQsXqFixos7ZNF68eKE0jS9duvS3TF4i6rEOKlWqJIEDIYQQQmQ6CR4IIYT4T4iJiWHHjh3o6elRp04drdNGqWcdMDIy0tmn/Ft49+4d27dvB8DJySnT0iGEEEIIoSbBAyGEEP8JP/30Ezly5CA8PJw+ffowZMgQqlSpQtasWXn69CmbN29m3759APTt2zfV/UzT69KlS5w5cwYDAwM8PDx4/fo1BQoUUKZtFEIIIYTITDLmgRBCiP+MI0eOMGzYMJ0jEAN06NCB33//HSMjo2+YsrhR+Pv166f8rq+vj5ubG7a2tt80HUIIIYQQ2kjwQAghxH9KYGAg69ev58yZMzx79gyAH374AQsLC2W2jMzw5MkTevbsyevXryldujSDBw+WwIEQQgghvhsSPBBCCCGEEEIIIUSS9DM7AUIIIYQQQgghhPi+SfBACCGEEEIIIYQQSZLZFoQQQoh0evPmQ6ae39BQn7x5sxMS8pHo6NhMTUuBAjklP+LJ7PyQvNAk+aFJ8kPT95IfBQrkzLRzC5EUaXkghBBCCCGEEEKIJEnwQAghhBBCCCGEEEmS4IEQQgghhBBCCCGSJMEDIYQQQgghhBBCJEmCB0IIIYQQQgghhEiSBA+EEEIIIYQQQgiRJAkeCCGEEEIIIYQQIkkSPBBCCCGEEEIIIUSSJHgghBBCCCGEEEKIJEnwQAghhBBCCCGEEEmS4IEQQgghhBBCCCGSJMEDIYQQQgghhBBCJEmCB0IIIYQQQgghhEhSqoIHbm5umJmZJfszbdq0r5Xe71ZgYCALFiygTZs21KxZk8qVK/PTTz8xbNgwzp49m2j7Z8+eac27ypUr06BBA4YMGcLFixdTvF/FihWpXr067du3Z/369cTExKTpOqKjozEzM8PFxSVN+wNs3bqVRo0aYW5uTr169fD398fMzIz58+en+ZivXr3i06dPad7/3yomJobAwEDl93PnzqU7r3Xx8fGhcePGWFlZ0bt3b549e5Zom+PHj2Nubq6Rpn+qp0+fMmzYMOrVq4elpSXt27dn7969mZ2sfxQPDw/MzMzYsWNHmo8REBCg8buLiwtmZmZER0enM3VCCCGEECI1DNOyU4cOHahWrZrO9WXKlElzgv6JduzYwdSpU9HX16dp06a0a9eOLFmy8OTJE/bu3Yu3tzcuLi6MHz8+0b6lS5fG1dVV+f3Tp08EBgbi5eXFwYMHGTduHF27dk12P5VKRXh4OPv37+fPP//k5s2bzJ49++tccBLu3LnDxIkTKVq0KOPGjcPExAQjI6N0HXPnzp1MmzaNvXv3YmJikkEp/ecLDAzE1dWVpk2bMnjw4K96rmfPnjFq1ChsbGzo2bMn69evZ8CAAezevRsDAwMAYmNjmTNnDp06daJYsWJfNT1fW1BQEE5OTsTExODi4kK+fPnw8fFhxIgRBAUFaXz2xNezZMkSlixZws2bN5Vlrq6uODo6KuVOCCGEEEJ8G2kKHlhaWtKqVauMTss/0tGjRxk/fjzm5uYsXbqUH374QWP9oEGDGDJkCBs3bqRatWr8/PPPGuvz58+vNS/79etHly5d+PPPP6lQoQLW1tYp2q9jx444OTnh5eVFt27dMDc3z4CrTLk7d+4A0LVrVzp37gzE1Yanx9mzZ6XVgRaBgYE8ePDgm5xr3759qFQqFixYQM6cOSlatCh9+/bl5s2bVKlSBQBPT0+eP39O//79v0mavqZ58+YRGhrKtm3blOvr2LEjjo6OLFmyhE6dOpE7d+5MTuW/38mTJ4mKitJYVqdOnUxKjRBCCCHEf5uMeZAOkZGR/P7775iYmLBo0aJEgQOArFmzMn36dLJkycKGDRtSfOzcuXMzd+5cIK67SEoZGhrSvHlzAK3dHr429Rf9nDlzfvNzi6/nxYsX5M2bV7mvxYsXB+Jq6AEiIiJYtGgRvXv3xtTUNNPSmVH09fVp2LChEjgAMDAwoGbNmkRERPDw4cNMTJ0QQgghhBDf3lcNHly8eJGKFStib2/Ply9flOVBQUFUr16d+vXrExwcrCw/c+YMvXv3xsbGhmrVquHk5ISPj0+i4+7duxcnJycsLS2xsrLC2dkZPz+/RNv5+PjQsWNHrK2tldYSa9asITY2VtkmJiYGd3d3WrRogaWlJdWrV8fFxUXr8RI6ceIEb968oX379hQpUkTndqampqxevZrFixcne8z4ypcvT5UqVbh48SLv379P8X76+nG3Nbk+wcHBwUyYMIG6detSpUoVXFxcuHXrltZtw8LCmDlzJo0bN8bc3Jy6desyduxYnj9/rmzTqFEjpWvG2LFjMTMzw8PDQ+f5Dx48SM+ePbGxsaFSpUrY2Njg6uqq0US5UaNGSj/zxo0ba4zF8PLlS8aPH0/9+vUxNzenfv36jB8/npcvX2qcx8XFhaZNm7Jr1y5q165NlSpVmDVrVpJ5c/z4cTp37oyVlRU1a9ZkwoQJHD16VOOa1ONPLFq0iF9//ZXKlStTu3Ztrl27luL0OTk5UbVqVY3a1aioKKpWrUqFChUIDQ3VSFfDhg3p0KEDbm5u9OjRAwB3d3fMzMw0xiCIjY1lxYoVNGnSBHNzcxo1aoSbm1uiWtyUyp8/Px8/flQ+OyEhIQDky5cPgA0bNhAdHU337t2TPZaXlxcdOnTA0tISS0tLOnTowJ49e5T1nz59wsrKCgcHB637t2jRgoYNGyppCQgI4LffflPG2bC0tKR169Zs3rw5TdcKMHv2bJYuXZpo+a1bt9DX16dw4cLKMjMzMyZPnsy+ffto1aqVMm7JkiVLUKlUHDhwgNatW2NhYYGdnR2rV6/WOKaLiwvNmzfn5s2b9OjRAysrK6ytrRk9ejRhYWHcuXOHnj17YmVlRd26dZkwYQLh4eEax/gaeZDc5yalz+GEVCoV27dvp3PnzlSvXp1KlSpRt25dhg0bxpMnTzTy9fLly8r/x4wZo6RLPebBnTt3MDMzY+zYsYnOExoairm5uUYXk5Q8x4QQQgghhHZp6rbw6dMnjZf+hPLmzYuenh7Vq1enX79+LFmyhIULFzJ69GhiYmIYPnw4nz59YtmyZUot5e7duxk7diyFCxemW7du5M6dGy8vL3799VdCQ0OVJvCzZ89m1apV1KlTh2HDhhEREYG3tzf9+/dn7NixysvLoUOHGDZsGHXq1GHo0KHo6elx4MABZs6cybt37xg5ciQA06dPZ/PmzTg5OdG1a1fCwsLYtm0bAwYMYPny5TRo0EDndZ45cwZIWTPaGjVqpChvE6pQoQJXr17l1q1b1KpVK0X7nDx5EgALCwud24SHh9OxY0eePXuGk5MT5cqV4+zZs1pf/t6/f0/Hjh15/vw57du3p2zZsjx58oStW7dy9OhRtm3bRokSJRg3bhxHjx5l586dyrgYVatW1frFfN26dUyfPh0bGxsGDRqEkZERN2/exNPTk/Pnz3PkyBFMTU0ZN24cq1at4sqVK4wdO5Zy5coB8PDhQ5ydnQkPD1fSf/fuXXbu3Imvry9//fUXpUqVUs734sULZs2aRa9evYC4rje67N27l5EjR1K8eHEGDBhAbGws27Zt4+DBg1q3X7t2LWZmZowfP56AgAAqVqyY4vQ1btyYa9eucfXqVaWMXL16lY8fPwJxXT7s7e2BuC4hz58/x9nZmbp16xIZGcmKFSuws7PDzs4OU1NTpSXApk2bMDU1pUOHDmTPnh0PDw/c3d358uWLUvZTo1atWri7u7N8+XKaN2/OqlWrMDU1pVKlSoSGhrJixQqGDx9OtmzZkjzOlClT2LRpE5UqVWLQoEFAXJeIUaNGcePGDcaPH4+JiQk///wzu3bt4ubNmxpdb/7++2/u3bvHwIED0dfXJzAwEEdHR7JmzUrHjh358ccfef36NTt37mTy5MkYGBjQsWPHVF9vfB8+fCAgIIBNmzZx9uxZunTpQsGCBTW28fPzY9++fXTp0gUnJye2bt3KwoULuX79OleuXFGWb9myhVmzZlGoUCGN4MibN2/o1q0bzZo1o2nTphw7dkzpBnL37l0cHBxo2rQpfn5+bNu2DT09Pf744w+Ar5oHuj43KX0OazNt2jQ2btyInZ0dw4YNQ6VScenSJXx8fLhy5QqHDh3CyMiIWbNmsWTJEgICApg1a5bS2iW+ChUqUKlSJQ4dOsSkSZPIkiWLss7b25uoqCjatWsHpPw5JoQQQgghtEtT8GDKlClMmTJF5/oLFy6QK1cuAAYOHMjp06dZt24dTZs25fjx41y5coWhQ4dSvXp1IC4YMWXKFEqUKMGuXbvIkSMHAO3bt6d169a4u7vj5OTErVu3WLVqFZ07d2bixInK+bp3706vXr2YM2cOTZs2pWDBguzatYts2bKxcuVKpSbeycmJbt26aTQ53rVrF3Xr1lW+iAM4ODjQtWtXbty4kWTwQP1SrK3VwYcPH7TW8ubJk0dJT0rkyZMH+L+aXrWoqCiNAI5KpeLly5fs2LEDf39/atSokWichPjWrFnDkydPmDlzJq1btwbA2dmZmTNnsmbNGo1t58+fz9OnT9m0aRNWVlbK8rZt29K2bVumTp3KypUrsbW1JSQkhJ07d2qMi5EweBATE8OyZcv43//+x9q1azUGPsuVKxerV6/m/PnzNG3aFFtbWw4cOMCVK1ewtbWlaNGiAEyePJmQkBDWrVunEVRp1KgRffr0YcKECWzcuFFZ/uXLF37//XccHR115gnENb+fOnUqP/74I7t27VKa6Xfo0EHpDqLNqlWrlHKbmvQ1btyYefPmcfLkSSV44O/vT548eYiMjOTMmTNK8EBdq2tnZ0eJEiUIDg5mxYoVmJmZJRr/ImvWrOzcuZO8efMC/1dbv2/fvjQFD9SBwIULF7JgwQJy587N7NmzyZEjBzNnzsTU1DTZvL148SKbNm2iZs2arFq1ShlIs2vXrvTs2ZONGzfSpEkTrK2tcXR0ZNeuXXh6emoED3bv3o2enh5t2rQB4oIkHz58YN26dRrb2dvb06xZM44ePZru4MHIkSM5evQoAFWqVGHgwIGJtnnx4gVbt25VPh9WVla0adOG48ePs3PnTipVqgTE5WOLFi04evSoRvAgNDSUYcOG0a9fPyDus1W3bl3Onz/PuHHj6NatGwDt2rWjfv36HDt2TNn3a+aBts/N9evXU/wcTigkJIQtW7bQsGFD3N3dleXOzs7ExMRw4MAB7ty5Q+XKlWnVqhVbt24lICAgyTF22rVrx+TJk/H19dXIU09PT/Lly8dPP/0EpPw5JoQQQgghtEtT8KBXr17UrVtX5/r4I+IbGhoye/ZsWrduzbBhw3jx4gV16tRRviQDnDp1io8fPzJo0CCNFzBjY2Ol6bCBgQH79u0D4l7uE7Z8cHBw4Ny5cxw9epROnTpRsGBBPn36xLRp02jbti0VK1bEwMCATZs2aexXsGBBLly4wLp165SX00KFCnH48OFk80GlUgFodINQGzBgAOfPn0+0/NChQ6mq3dLVzPzKlStaWyIYGRnRokULfv/99ySPe+TIEfLkyUPLli01lvfp00cjeKBSqdi/fz+lS5dWXljV8uXLh6WlpXL/smfPnqJrMjAw4MSJE3z+/FkjcPDp0yflhTJhs+z4goODOXfuHNbW1onyoH79+lhbW3P+/HnevXunNKsHqF27drJpO3PmjPIiF3/chjx58tClSxetUyBWrlxZo9ymJn1ly5alRIkS+Pv7M2zYMCDu81CzZk1CQkKU1i0QNzhn+fLlU1R+fvrpJyVwAHFBmdKlS/P333+jUqnQ09NL9hgJDRs2jC5duvDy5UvKli2LiYkJQUFBbNq0iblz52JoaMjx48dZsGABL1++xNLSkt9++00J+Ozfvx+ICyjGn4HD2NiYwYMH07VrV3x8fLC2tqZq1aqULl0aHx8fxowZg6GhIVFRUezbt48aNWooszmMGTOGPn36kD9/fuV4sbGxSpedpMpRSrVv3x5HR0du3LjBunXraNWqFZs3b9aoCS9cuLDGC6l6xpnixYsrgQOAkiVLAnFTjyYU/8XXyMiIEiVKEBoaqjHIqoGBAUWLFlW6xsDXz4OEn5vUPIcTyps3LxcvXkw0lWxYWJjSaiW16W3RogUzZ85kz549Sh4+evSI69ev06NHD4yMjL7Kc0wIIYQQ4r8mTcGDsmXLpuhFTK148eKMHj2aCRMmkCVLFmbNmqVR+66eE7506dKJ9o3/ovT48WMAunTpovNc6mbbgwcP5vbt22zatElpwl2zZk1sbW2xt7fH0DDu0qdNm8bQoUOZPn0606dPp3jx4tSpU4dmzZol29VAXbP2+vVrypcvr7FO3V9ZbfXq1fj7+yd5PG0S9i1Xi98HGOJeKnLmzEnp0qXJmjVrsscNDAykdOnSiVpBmJqaagx4FxwcTGhoKKGhoUl2m3j58mWqpug0Njbm0qVL7N+/n8ePHxMUFMSLFy+UgIz6X22ePXuGSqVSujAkVK5cOc6fP8+zZ8808i3+y5Uu6jIWv8uDWtmyZbXuk/C4qU1f48aNWbt2Le/evUNfX5+///6b9u3b8+bNG9zc3Hj58iWGhobcuHEjxTMZaLvWrFmzEhMTQ0xMjFL+U+uHH37QGBh0wYIFVKxYkSZNmvDkyRMGDBiAi4sLDg4OzJkzB1dXVzw9PTE0NOTp06eA9nxU51X8cRvatWvH7NmzOXnyJA0bNuT48eOEhIQozdAB9PT0iI6Oxt3dnZs3bxIUFMTTp0+JiIgAtAf2Uqtx48YA2NraUrlyZQYOHIibm5vGVKgJ81sdFCtQoIDGcvXnTVv5TrhtUseIv//XzoOE15aa57A2WbJkwc/PD19fXwICAggKCuLVq1dKQCupz742uXLlws7OjgMHDigBQ09PTwClrHyt51h8hoaZO/6wgYG+xr+ZTfJDU2bmh+SFJskPTZIfmr63/BDie5O2N4g0OHv2LBDXLPzQoUPKGAbwfwP7JVcbqv4S7O7urrN2qFChQkDcF97t27dz48YNjh8/ztmzZzl8+DA+Pj5YWlqyadMmjIyMqFq1KkeOHOHs2bOcPHmSc+fOsXXrVrZs2UKPHj00XtATsra2ZsuWLZw6dSpRS4yEUyR6eXkleW263LhxA319fSpWrKixPHfu3KkK4GgTGRmpdXn8lw31/62srPjll190HktbE+WkDB8+nH379lG2bFksLS1p1KgRFSpU4PHjxxpdSLRJ7uVCXatpbGyssTwl3UXULT0S7gto9KdO6ripTV/jxo1Zs2YN/v7+GBkZERsbS+3atXn79i1ubm6cOXOGmJgYVCoVdnZ2yV6DtjR9Dbdv32bfvn3KLCL79u3DwMCA4cOHY2RkxC+//IKzszM3btzAysoqyXxRl7P4+d66dWvmz5/Pnj17aNiwIZ6enmTPnl3pxgHg6+vL0KFDyZo1K7Vq1cLW1pZy5cpRrVo16tevn+HX3LhxY3LkyKExqCegMxiTmhYeaT3G186DhGUpNc/hhCIjI+nVqxfnz5+ncuXKVKpUCQcHBypWrMjx48dZvnx5mtLo6OjIvn378Pb2pkuXLnh5eWFhYaEEpb7Wcyy+vHm/jxYLuXIlPe7ItyL5oel7yA/JC02SH5okPzR9L/khxPfmmwQPdu/ejY+PD506deLKlSvMnDkTGxsbpYZH3az58ePHicYY8Pb25uTJkwwePFjZrkCBAokGvHvy5AmPHj3CxMQElUrF/fv3+fLlCxYWFlSuXJlBgwYRHh7OyJEj8fPzw9/fn9q1a3P37l1y585N/fr1lS/agYGBdO/enfXr1yfqShGfra0t+fLlw8PDg+7du/Pjjz9mZLZx+/Zt7t+/T926dTN86sMSJUrw5MkTIiMjNV7Y3r9/rzHCv6mpKSYmJoSGhmoNVpw6dQp9fX2dL9baXLx4kX379vHzzz8zf/58jZejq1evJru/usn6/fv3ta5/8OABenp6abof6mbljx49UvpKqz169ChFx0ht+qpWrYqpqSn+/v5kzZqVokWLUqxYMQoXLkzOnDk5c+YMHz9+pEiRIomCSJlpzpw5NGjQQGmh8/r1a3LlyqV0SVC3YHnx4gVWVlZKM/8HDx4kGo9DnVfxZzHInz8/9evX5/jx4wQHB3PixAlatGihMSjjjBkzMDY2xtvbW6NFhLZuASn19u1bnJ2dMTc3V6ZLVYuKiiIiIiLZgSG/pa+RB0lJ6XNYm/3793P+/Hl69erFqFGjNNbt3r07zWmqWbMmRYoUwcfHBzMzM168eKExy8LXeI4lFBLyMc37ZgQDA31y5cpGWNhnYmLS3+ImPfLmzS75EU9m54fkhSbJD02SH5q+l/z4XoIoQiT01asnAwMDlcEQR48ezfTp04mOjmbEiBFKzXedOnUwMTFh+/btfPr0Sdk3MjKS5cuXc+TIEQoUKEDTpk0BcHNz05iGMCoqirFjx+Lq6qo0fx00aBD9+/fnw4cPynY5cuRQuhcYGBgQHByMk5MTU6dO1UhzsWLFKFCgAHp6eknW4BobGzN9+nTev39P//79le4XCR0+fFhjgLOUCA8PZ/z48ejp6TFgwIBU7ZsSDg4OfPr0iXXr1mksTziNnIGBAba2tjx+/FhjOj2IG/2/X79+TJs2LVXN4NXBiXLlymkEDoKDg9m5cyegOc2kuvm2uuba1NRUGTcg/pgAEDfY4MWLF7G2ttbofpFSderUIVeuXGzfvl2Z8QDg48ePbN26NUXHSG369PX1+emnnzh9+jRnz55VXm4MDAywtrbm9OnTnD59OlGrA3XZzIim+amlTpN6nAaIq7UNDQ1V+qyrPw/q2lx1i4HFixcn+vwuWbJEYxs1R0dHPn36xMyZM4mIiKBt27Ya60NCQjA1NU3UtF898F3CvvUpkT9/fvT09Dh8+DAPHjzQWLdmzRqioqKwtbVN9XG/lq+RB0lJ6XNYV1qBRN28njx5osxmou2zn1wZ19PTo23btly7do0NGzaQNWtWjQFOv8ZzLKHo6NhM/VF/yY2Jydx0REfHSn58Z/kheSH5Ifnxz8sPIb5XafqmdPXqVY2B7hIyMjLCwcGBmJgYRo4cyefPn/nzzz/Jli0bFStWpF+/fixevJj58+czevRocufOzbhx4/j9999p06YN7dq1w8TEBC8vL+7evcvs2bMxNjamVq1aODo6snPnTpycnGjWrBnGxsZ4eXlx/fp1OnfurExPOHDgQEaNGkWHDh1o27YtuXPn5vbt22zfvp2KFStSu3ZtDA0NadeuHTt37qRXr140atQIPT09Tp48qUyvpqsGTa1BgwbMmzePCRMm0KxZMxo2bIilpSU5cuTg2bNn+Pr6cv/+fUxMTBg+fHiimRnevn2r8WX2y5cvBAQEsG/fPt68ecO4ceOoVq1aWm5Tkrp3786BAweYO3cujx49wsLCgkuXLuHn55eoVnXEiBFcuHCBMWPGcPbsWapUqaKMLm9gYKAx4npKVK1alTx58rBy5Uq+fPlC8eLFefbsGbt27VKCPfGDPupxC1atWkW9evWwtbVl4sSJdO7cmT59+tChQwfKli3L/fv32b59O3ny5El1mtSyZ8/OuHHjGDNmDG3btlVGmd+5cycvX74EUtYUPbXpa9y4MR4eHgD8+uuvyvI6derg6+sLkCh4oO6L7uvrS+HChVPcpSG+I0eO8PHjR+zs7JIt62oqlYo5c+bQunVrjZfApk2bsnjxYoYOHUrDhg3ZsGEDZcuWpXLlygDY2NjQoUMHtm3bpnx+Ia67w61bt+jcuXOicUYaNGhAgQIF8PT0pGTJkok+C40bN8bT05P+/fvTsGFDPn/+zKFDh7h8+TLGxsYa4458+vSJw4cPkz179mRf/v/44w969+6Ni4sLzs7O5M2bl3PnznHw4EGqVq2qTF34PfhaeaBLap7DCdWrV4+5c+cyY8YMgoKC+OGHH7h//z67du1CHTTQ9tlftGgR1tbWSXbVatu2LYsXL+bIkSO0bNkyUYuxjH6OCSGEEEL816QpeLBt2za2bdumc33OnDlxcHBg8eLFXLlyhe7duyvTMgL0798fX19f1q5dS/369alVqxbt27fnxx9/ZOXKlSxduhQDAwMqVKigvDCqTZ06FUtLS7Zt24abmxsGBgaULFmSqVOnakwn1qpVK7Jnz8769etZvXo1Hz58oFChQri4uNC/f3+lhmnSpEmUKVMGT09P5s2bR0xMDKVLl+b333/XGJchKQ4ODtSoUYPdu3fj6+vLqlWreP/+Pblz56ZChQq0b9+eNm3aKNNXxvfo0SON5rtGRkb88MMP2NjY4OzsrDGCe0YyNjZm48aNuLu74+Pjg7e3NxUqVGDlypUatcmAMm3h0qVL8fPzY+/eveTNmxdra2v69++f6qb0pqamrFmzhnnz5rF9+3YiIyP58ccfsbe3p0ePHjRt2pSTJ0/St29fIG5gtsuXL7Nr1y7Onj2Lra0tZcuWxcPDg8WLF3Pw4EG2bdtGgQIFcHR0pH///unqQtKmTRtMTExYsWIFbm5umJiY8PPPP1OkSBElkJWc1KavTp06ZM2alYiICI0B3dQvS/ny5aNq1aqJztG9e3d27drFtGnTKFq0aKrHOvjzzz8JCgrC19c3xcGDffv28eDBAxYvXqyxvFSpUixatIi5c+cyd+5crKysmDhxosbMCpMnT8bCwoKtW7eyaNEi5XM+Z84cWrRokehchoaGtGrVilWrViVqdQAwYcIE8uTJw6FDhzh16hSmpqaUL1+eDRs2sG3bNry9vQkMDKRYsWIEBwczatQoihQpkuyLs42NDVu3bsXd3Z1169bx5csXihUrxpAhQ+jdu3eKysC38rXyICkpfQ4nVKZMGVasWMGiRYuUWV0KFSpEly5daNq0Ka1bt+bkyZNKYMnV1ZVHjx6xatUqrl27lmTwoHDhwtSuXRt/f3+NQTXVMvo5JoQQQgjxX6OnSu3Q1kL8i0VGRvLx40eNaQ7Vli1bxvz589mwYQM2NjaZkLqMp1KpqFGjBvv370/U7P17MWfOHNauXYufn1+6xxW5desWw4YN48CBAxmUun8eyYOv482bD8lv9BUZGuor/YUzu8lrgQI5JT/iyez8kLzQJPmhSfJD0/eSHwUKZOxYZ0JkFJmHRIh43r9/T82aNRk7dqzG8sjISPbv34+xsfG/qobyr7/+In/+/CmaxjIzvH//Hg8PDxo1apTuwEFkZCRr165NdgrWfzPJAyGEEEIIkVbfbKpGIf4JChQoQIMGDdi9ezexsbFUrVqVz58/4+3tzZ07dxg1alSGz3yRmVQqFatWrUrVlILfwuHDhzl06BBXrlxRBiTNCKVLl6ZHjx4Zcqx/KskDIYQQQgiRFhI8ECKBBQsWsG7dOry9vTl48CBGRkZUqFABNzc3mjRpktnJy1BdunTJ7CRolSVLFo4ePUqOHDmYOXNmhrT2MDY2zrAgxD+V5IEQQgghhEgrCR4IkYCJiQkDBgz4KlNkipSpX78+Fy9ezOxkCCGEEEIIIf4/GfNACCGEEEIIIYQQSZLggRBCCCGEEEIIIZIkwQMhhBBCCCGEEEIkSYIHQgghhBBCCCGESJIED4QQQgghhBBCCJEkCR4IIYQQQgghhBAiSRI8EEIIIYQQQgghRJIkeCCEEEIIIYQQQogkSfBACCGEEEIIIYQQSZLggRBCCCGEEEIIIZIkwQMhhBBCCCGEEEIkSYIHQgghhBBCCCGESJIED4QQQgghhBBCCJEkPZVKpcrsRAghhBBCCCGEEOL7ZZjZCRBCCCH+6S5ef5zZSfhuVLcoxZs3HzI1DYaG+uTNm52QkI9ER8dmaloKFMiZqfkheaFJ8kOT5Iem7yU/ChTImWnnFiIp0m1BCCGEEEIIIYQQSZLggRBCCCGEEEIIIZIkwQMhhBBCCCGEEEIkSYIHQgghhBBCCCGESJIED4QQQgghhBBCCJEkCR4IIYQQQgghhBAiSRI8EEIIIYQQQgghRJIkeCCEEEIIIYQQQogkSfBACCGEEEIIIYQQSZLggRBCCCGEEEIIIZIkwQMhhBBCCCGEEEIkSYIHQgghhBBCCCGESJIED0SGcnNzw8zMLNmfadOmZXZSv4lz585pvf6KFStiY2NDly5d8PT0TPc+AI0aNcLMzCzZNI0ZMwYzMzOePHmSpmt68OABnTt3pkqVKlSrVg0fHx8aNWpE/fr103Q8gJiYGAIDA5Xf1Xkwf/78NB/za7hz5w7t27fHwsKC1q1bc+bMmUTbvHv3DisrK/bu3ZsJKfy+PHv2DDMzM0aMGJHmY4SFhREcHKz8rn7GnD59OiOSKIQQQgghUsgwsxMg/p06dOhAtWrVdK4vU6bMN0xN5qtevTpOTk7K7yqVitDQUDw8PBg9ejQBAQEMHTo03fukRIcOHahVqxb58+dP07WMGjWKv//+G1dXV4oWLYqVlVWajqMWGBiIq6srTZs2ZfDgwUBc+Zg1a1aKgiHfSmxsLEOHDkWlUjF69Gj8/PxwdXXlwIEDFCpUSNnO3d2dkiVL0rx580xM7b/D8ePHGTVqFIsWLcLGxgYAOzs7ihcvTrly5TI5dUIIIYQQ/y0SPBBfhaWlJa1atcrsZHw3ihUrpjU/HB0dadasGStXrqRLly4aL/Rp2SclrKys0vXCf+fOHf73v//x66+/pvkY8QUGBvLgwQONZfnz5//uys/Vq1d5/PgxK1asoEGDBrRs2ZKaNWuyd+9e+vbtC0BAQADbt29n+fLl6OnpZXKK//kuX75MaGioxrIKFSpQoUKFzEmQEEIIIcR/mHRbECIT5ciRA1tbW6Kjo7ly5cpX2yejREdHExMTQ86cOb/peb8HL1++BKB48eIA5MyZk7x58/L8+XNlm3nz5mFtbU3dunUzJY1CCCGEEEJ8LRI8EJnq4sWLVKxYEXt7e758+aIsDwoKonr16tSvX1+jv/OZM2fo3bs3NjY2VKtWDScnJ3x8fBIdd+/evTg5OWFpaYmVlRXOzs74+fkl2s7Hx4eOHTtibW2ttJZYs2YNsbGxyjYxMTG4u7vTokULLC0tqV69Oi4uLlqPlxb6+nEfw+jo6K+6j1rCMQ/U4wt4eXmxfPly7OzsMDc3p1GjRsyfP5+oqCggrq95pUqVADh//jxmZma4uLjoPE9AQAC//fYbjRo1wtzcHEtLS1q3bs3mzZuVbdzc3OjRowcQ19zfzMyMZ8+e6Rzz4OrVq7i6umJtbY25uTlNmzbF3d2diIgIje3MzMyYMGEChw4dol27dlhYWGBjY8OoUaN4/fp1qvMMIF++fEBcH3yIKxcfPnxQll+7do3Dhw+nqH9/Sq7DxcWFihUrak3vlClTNO5heHg4CxYsUMqoubk5tra2zJgxg48fP6bpetVjC/j5+eHg4IC5uTmdOnVS1l+/fl25hsqVK9O8eXPWrFlDTExMssc+c+YM/fv3p3bt2lSqVIkaNWrQrVs3jXEMXFxcWLZsGQBdu3alUaNGGuk6ffo0UVFR1K5dG1tbW63nadeuHTY2NkRGRgJxXU82btxIq1atsLCwoHr16vTu3ZtLly6lKY+EEEIIIf5LpNuC+Co+ffqk8dKfUN68edHT06N69er069ePJUuWsHDhQkaPHk1MTAzDhw/n06dPLFu2DFNTUwB2797N2LFjKVy4MN26dSN37tx4eXnx66+/EhoaSufOnQGYPXs2q1atok6dOgwbNoyIiAi8vb3p378/Y8eOpXv37gAcOnSIYcOGUadOHYYOHYqenh4HDhxg5syZvHv3jpEjRwIwffp0Nm/ejJOTE127diUsLIxt27YxYMAAli9fToMGDdKcT9HR0Zw5cwY9PT3Mzc2/2j4psWDBAlQqFR06dCB37tx4eHgoL2+//vordnZ2FCtWjNGjR1O6dGlcXV11dpkIDAzE0dGRrFmz0rFjR3788Udev37Nzp07mTx5MgYGBnTs2BE7OzsiIyNZsWIFdnZ22NnZYWpqSlBQUKJj+vj4MHz4cExNTenSpQv58uXD398fNzc3Tp48yfr168maNauyvb+/P3v37qVjx4506NCBs2fPsmfPHgIDA9myZUuq86dSpUrkyZOHFStWMGbMGPbu3cuXL1+oV68eEFfufv75ZyXAoktKr6Ndu3acP3+effv20bNnT2X/yMhI9u3bR40aNShRogTR0dF07dqVe/fu0bFjR7p27crHjx/Zv38/a9eu5fXr18ybNy/V16s2YsQI2rVrh7OzM0ZGRgD4+voyZMgQihYtSu/evTExMeHUqVPMnDmTy5cv4+bmprPbxsGDBxkyZAgVK1akb9++ZM+enfv377Njxw769OmDp6cn5cqVw9XVlZw5c+Lr64urqyuVK1dOdCwjIyNatmzJ2rVruXz5MlWrVlXWPXjwgJs3b+Li4oKxsTEAw4cPx8fHB3t7e5ycnHj//j0eHh64uLgwb948mjZtmuZ8EkIIIYT4t5PggfgqpkyZwpQpU3Suv3DhArly5QJg4MCBnD59mnXr1tG0aVOOHz/OlStXGDp0KNWrVwfighFTpkyhRIkS7Nq1ixw5cgDQvn17Wrdujbu7O05OTty6dYtVq1bRuXNnJk6cqJyve/fu9OrVizlz5tC0aVMKFizIrl27yJYtGytXrlRq8p2cnOjWrRsPHz5U9t21axd169bljz/+UJY5ODjQtWtXbty4kaLgQWRkpEYwJSYmhmfPnrF27Vru379P69atKVasWLr3SY8vX76wf/9+cufODUDLli2pW7cuHh4e/Prrr1SoUIGyZcsyevToZMck2LRpEx8+fGDdunUaAQ57e3uaNWvG0aNH6dixIxUqVCA4OJgVK1ZgZmam85jh4eFMnDhRCRipa/udnZ2ZM2cOK1euZNWqVQwaNEjZJygoiC1btigvlE5OTrx584bz588TEBBAyZIlU5U/OXLkYOrUqYwaNQpbW1sMDAwYOnQolpaWHD16lKtXr7J///4kj5Ga62jatClTp07F09NTI3hw/PhxQkNDadu2rfL733//zejRozW2c3Z2pnHjxhw9ejRV15mQra0tv/32m/L758+f+e233yhfvjxbt25VXsy7dOnCggULWLp0Kfv378fBwUHr8ZYtW0b+/PnZtGkTJiYmyvISJUowefJkTpw4Qbly5ahTpw7nz5/H19eX2rVrKwMmJuTo6MjatWvZs2ePRvBg9+7dynqIC9r4+PgwcuRIevfurWzXrVs3HB0dmTRpEg0aNCBbtmxpzCkhhBBCiH83CR6Ir6JXr15J9vuO/9JgaGjI7Nmzad26NcOGDePFixfUqVOHfv36KducOnWKjx8/MmjQICVwAGBsbMzSpUsBMDAwYN++fUDcy33Clg8ODg6cO3eOo0eP0qlTJwoWLMinT5+YNm0abdu2pWLFihgYGLBp0yaN/QoWLMiFCxdYt24dtra2FC1alEKFCnH48OEU54e3tzfe3t6JlmfLlg0XFxellUN690mPBg0aKIEDgOzZs1O6dGlu3bqV6mONGTOGPn36aLRMiI2NVbpZhIeHp+p4p06dIiwsjMGDBysv3GoDBw5k48aN+Pj4aAQPihYtqvEyCWBubs758+d5+/ZtqoMHEDfS/8mTJ3n48CHFihXD1NSUmJgY5s6dS8eOHSlWrBhPnjxh0qRJ3L59m+LFizN8+HDlxTc115E1a1YcHBzYtm0bd+7cUQYJ3L17NyYmJkoteePGjTl37pzGZwrg7du35M6dm1evXhEbG6sEyFKrdu3aGr+fOnWKkJAQevTokeg+Ojg4sHTpUg4fPqwzeLBjxw7CwsI00hsZGamkL7Vlo2zZslSpUoUDBw7w22+/YWxsTGxsLHv37qVSpUpKvqk/S/b29omeDU2aNGHZsmVcuHAhXVOOCiGEEEL8m0nwQHwVZcuWTfTSkZTixYszevRoJkyYQJYsWZg1a5bGy05gYCAApUuXTrRviRIllP8/fvwYiKsF1UXdJH7w4MHcvn2bTZs2sWnTJkxNTalZsya2trbY29tjaBj38Zg2bRpDhw5l+vTpTJ8+neLFi1OnTh2aNWtGjRo1UnR9devWpVevXsrvhoaG5M6dm9KlSytNwTNin/QoUKBAomXqF7HU0tPTIzo6Gnd3d27evElQUBBPnz5V+vSn9phPnz4F4spVQtmyZaNYsWLKNmq6rgdIUb98XXLkyEGVKlWU3z08PHj+/DkDBgwgOjqaPn36ULhwYVasWMG+ffvo06cP3t7eGmlM6XU4Ojqybds29uzZo7TSOHHiBC1atNB4+TY2NmbHjh1cuHCBp0+f8uzZM96/f690HUhP8CBhkEP9GZs3b57O7hDaup2oGRoa8vz5c5YsWcLDhw8JCgri2bNnSplIS3lzdHTk999/5/jx49jZ2XH69GlevXqlEYBUp1vX+AjJpVukjqFh5g6pZGCgr/FvZsvM/JC80CT5oUnyQ9P3lh9CfG8keCC+G2fPngUgIiKCQ4cOKWMYwP8NDJjc9HfqFw93d3eyZ8+udZtChQoBcdMBbt++nRs3bnD8+HHOnj3L4cOH8fHxwdLSkk2bNmFkZETVqlU5cuQIZ8+e5eTJk5w7d46tW7eyZcsWevTowZgxY5K9tgIFCqQqmJLWfdIjI6cW9PX1ZejQoWTNmpVatWpha2tLuXLlqFatWppqdlUqVZLrY2JilMCA2reYKvHLly+4ubnRs2dPTE1NuXjxIk+ePOHPP//EwsKC//3vf2zduhUfHx/69euX6uuwsLCgfPny7N27l5EjR7Jv3z6ioqJo166dsk1gYCDOzs4EBwdjbW2NtbU1nTt3xtLSkokTJ3Lx4sV0XaOBgYHG7+prGDRoENWqVdO6j67PHsDcuXNZsWIFRYsWpXr16tSqVQszMzOio6MZMGBAmtLo4ODAn3/+yZ49e7Czs8PT05MsWbLQvHlzZZvY2FiyZcvGkiVLdB6nVKlSaTq/SCxvXt1l4FvKlev76IbyPeSH5IUmyQ9Nkh+avpf8+NrKDtA9+PeDJY2+YUrEP4UED8R3Yffu3fj4+NCpUyeuXLnCzJkzsbGxoUyZMkBcE3SIqz1MOMaAt7c3J0+eZPDgwcp2BQoUwNLSUmO7J0+e8OjRI0xMTFCpVNy/f58vX75gYWFB5cqVGTRoEOHh4YwcORI/Pz/8/f2pXbs2d+/eJXfu3NSvX1958Q0MDKR79+6sX78+UVcKATNmzMDY2Bhvb29++OEHZfmrV6/SdDz19IgPHjxItO7z588EBQVptED5VtavX09sbKwy1oB6ZgR1bb2RkRG5cuXixYsXQNquo127dkyfPp1Lly5x8OBBSpQooYwFAnFjCLx69YoVK1Yk+my8efMmg670/6g/Y1myZEkU3AoPD8ff319rqw+A58+fs3LlSqpWrcr69es1AiVeXl5pTlOOHDmwt7fHx8eHN2/ecOTIEWxtbTW64RQtWpTHjx9Trly5ROm7ffs2r1+/lvEOMlBISNpm+cgoBgb65MqVjbCwz8TEpL41S0bKmzd7puaH5IUmyQ9Nkh+avpf8+FZBFIOvX88i/mWkTY7IdIGBgcpgiKNHj2b69OlER0czYsQIZYq1OnXqYGJiwvbt2/n06ZOyb2RkJMuXL+fIkSMUKFBA6Qfu5uamMY1hVFQUY8eOxdXVlVevXqGnp8egQYPo378/Hz58ULbLkSMH5cuXB+JqXIODg3FycmLq1KkaaS5WrBgFChRAT08vzc3B/81CQkIwNTVN9JK2cuVKQLPbgDr/kmquXqdOHXLkyMGmTZt49+6dxrqlS5cSERGBvb19RiU/RUJCQli5ciUDBgxQuhD8+OOPwP91s/nw4QMhISEULFgQSNt1tGzZEiMjI7Zv386VK1do06ZNonQASrlVO3jwoDKVY3q6aSRUt25dsmfPzoYNGxKNHbBs2TKGDBnC8ePHte77/v17VCoVpUqV0ggcfP78mY0bNyZKq7rVQ0q6Mjg6OhIZGckff/zB58+fNVpnAEq+Lly4UGN5eHg4Q4cOZeDAgYmm/BRpFx0dm6k/6i/9MTGZm47o6NhMzw/JC8kPyY9/Xn58Kwb6Kp0/QmgjLQ/EV3H16tVEzZ3jMzIywsHBgZiYGEaOHMnnz5/5888/yZYtGxUrVqRfv34sXryY+fPnM3r0aHLnzs24ceP4/fffadOmDe3atcPExAQvLy/u3r3L7NmzMTY2platWjg6OrJz506cnJxo1qwZxsbGeHl5cf36dTp37oyFhQUQN0DdqFGj6NChA23btiV37tzcvn2b7du3U7FiRWrXro2hoSHt2rVj586d9OrVi0aNGqGnp8fJkye5cuUKXbp0STRQnYgbxM/T05P+/fvTsGFDPn/+zKFDh7h8+TLGxsaEhYUp26oHVfT19aVw4cLY2dklOl7OnDmZOHEio0ePpmXLlnTo0IF8+fJx6tQpfH19qVSpksYI+qlx5coVnj59StWqVVM1e8XSpUvJly8fTk5OyjILCwtKlizJtGnTCAwMxM/PDwMDA5o1a5bm6zA1NaVRo0Z4eXmhr69P69atNdY3btwYX19f+vbtS/v27TE2NubChQv4+PiQNWtWvnz5QlhYmBLIOXLkCB8/fsTOzi5NZTdXrlxMmDCBsWPHKtfwww8/cPbsWXx8fLCwsNDochRf2bJlKVGiBJ6enpiYmGBmZsbr16/ZvXu30koiftlQt+DYsmULr1+/TnKGD/XUlYcPH6Zw4cLUqlVLY33btm05cOAAO3bsIDAwkMaNGxMdHc2OHTsICAhg5MiRSvBHCCGEEOnj7+/P/PnzefDgAfny5cPZ2ZmePXtq7Vbq4eHB2LFjdR5rxowZSuVJ/fr1tbZkPXPmjDK9u/h6JHggvopt27axbds2netz5syJg4MDixcv5sqVK3Tv3l2jKXb//v3x9fVl7dq11K9fn1q1atG+fXt+/PFHVq5cydKlSzEwMKBChQqsWrWKevXqKftOnToVS0tLtm3bhpubGwYGBpQsWZKpU6cq07YBtGrViuzZs7N+/XpWr17Nhw8fKFSoEC4uLvTv318ZMHHSpEmUKVMGT09P5s2bR0xMDKVLl+b333/X+ZL0XzdhwgTy5MnDoUOHOHXqFKamppQvX54NGzawbds2vL29CQwMpFixYpQtW5bu3buza9cupk2bRtGiRbW25mjZsiWFChVixYoVbNiwgcjISIoXL87QoUPp2bMnWbJkSVNat23bxu7du5k+fXqKgweBgYH89ddfzJ49WyknEBcUW7JkCZMmTWLOnDkUL16cZcuWaRw3LdfRrl07Dh48SO3atZUxO+Kv+/LlC5s3b2bOnDlkz56d4sWLM3nyZGJjY5kwYQInT55Upnb8888/CQoKwtfXN82Br9atW1OoUCFWrVrFhg0biIiIoHDhwvTv359evXrpPK6RkRGrVq1izpw5+Pj4sGPHDn744QeqV6/OwIEDcXZ25tSpU6hUKvT09GjZsiVHjx7l2LFjnDlzRmtgKWFezJs3jzZt2iQqQwYGBixbtoz169ezZ88e5syZQ7Zs2ShTpgxubm40adIkTXkhhBBC/FN9rW4LV69exdXVlZ9//pkhQ4Zw6dIlZs+eTUxMDH379k20/U8//aT1vWH8+PGEh4cr3TKDg4N59eoVo0aNSjTuknoKePF16amSG8FLCCH+5fr370/z5s2VFgLfmxMnTtCnTx/mz5+vcwrElFKpVNSoUYP9+/frHJtApN7F648zOwnfjeoWpXjz5kPyG35Fhob6Sv/pb9kEWJsCBXJman5IXmiS/NAk+aHpe8mPAgVyfpPzWA7x1bnu6sLGaT5ur169CAsLY8eOHcqy2bNns2XLFk6fPk3WrFmTPcaGDRuYPn06W7duVWa5On36ND169ODw4cPKOFLi25LO2kKI/7Tr169z6dIljekXvycqlYr169dToECBJKcZTKm//vqL/PnzK91FhBBCCPHfpK+n+yetIiMjOXfuXKLWgvb29nz8+JFLly4le4y3b9+yYMECOnXqpPH97Pbt22TPnj1V3UxFxpLggRDiP+3t27e4u7srswh8L54+fcqwYcPo1KkT/v7+uLq6JpqOMi1UKhWrVq36JlNZCiGEEOL7ZaCn+yetAgMDiYqKomTJkhrL1bNJPX6cfEu9RYsWoa+vz9ChQzWW3759mzx58vDLL79QrVo1rKysGDp0qDLblfj6ZMwDIcR/WqNG3+c8xjlz5uT8+fN8+fKFPn364OzsnCHH7dKlS4YcRwghhBD/bEm1MGjcOOluC76+2rs8qGcxSziNefbscdNPhoeHJ3ncd+/e4enpSY8ePRKNY3Dnzh1evXqFk5MT3bp14+HDhyxatAgXFxd2794tg5h/AxI8EEKI71DevHnx9/fP7GQIIYQQ4l/qawyYmNz0yslNcb5jxw5iY2Pp1q1bonVTpkzBwMBAmTmtevXqlC1bls6dO+Pp6SkDmX8DEjwQQgghhBBCiP+YpFoe6GpZkJycOeMGe/z48aPGcnWLg4QtEhI6ePAgderU0TrtopWVVaJl1apVI2fOnNy5cydN6RWpI2MeCCGEEEIIIcR/zNcYMLF48eIYGBjw5MkTjeVPnz4FoEyZMjr3ffXqFbdu3eLnn39OtO7Dhw/s3LmTe/fuaSyPjY0lKipKa7BBZDwJHgghhBBCCCHEf8zXCB5kyZKF6tWrc/jwYVQqlbL84MGD5MyZU+lyoM21a9cAqFq1aqJ1xsbGTJkyheXLl2ss9/Pz48uXL9jY2KQ90SLFpNuCEEIIIYQQQvzHfI0xDwD69+9Pjx49GDJkCO3atePKlSusXr2a4cOHky1bNsLDw3nw4AHFixfXaDFw7949jI2NKV68eKJjZsmShT59+uDm5kb+/Plp0KAB9+7dw83NjcaNG1OrVq2vczFCgwQPhBBCCCGEEOI/Jj0tDJJSq1Yt3NzcWLRoEQMHDuTHH39k1KhR9OzZE4C///6brl27Mn36dNq2bavs9/bt20QzLMQ3YMAATE1N+euvv9iyZQt58uShY8eODB48+OtciEhETxW/PYkQQgghUu3i9eTnrf6vqG5RijdvPmRqGgwN9cmbNzshIR+Jjk565O+vrUCBnJmaH5IXmiQ/NEl+aPpe8qNAgZzf5Dx2Y3QPinh4RtJTNYr/Jml5IIQQQgghhBD/MV+r5YH495LggRBCCCGEEEL8x0jwQKSWBA+EEEIIIYQQ4j9GX+bdE6kkwQMhhBBCCCGE+I+RlgcitSR4IIQQQgghhBD/MRI8EKklwQMhhBBCCCGE+I+R4IFILQkeCCGEEEIIIcR/jJ4ED0QqSfBACCGEEEIIIf5jpOWBSC09lUqlyuxECCGEEEIIIYT4dpwm++pct31C42+YEvFPIS0PhBBCiHSK+vQps5Pw3TAyMSHq08fMTsZ3w8gkO2/efMi08xsa6pM3b3ZCQj4SHR2baekAKFAgZ6bmBUh+JCT5oel7yY8CBXJ+k/NIywORWhI8EEIIIYQQQoj/GH0Z9ECkkn5mJ0AIIYQQQgghhBDfN2l5IIQQQgghhBD/MdJtQaSWBA+EEEIIIYQQ4j/GQNqgi1SS4IEQQgghhBBC/MdIywORWhI8EEIIIYQQQoj/GAkeiNSS4IEQQgghhBBC/MfIbAsitaSnixBCCCGEEEIIIZIkLQ+EEEIIIYQQ4j9GGh6I1JLggRBCCCGEEEL8x8iYByK1JHgghBBCCCGEEP8xEjwQqSXBAyGEEEIIIYT4j9GTfgsilb7LAROPHj3KL7/8QqNGjTA3N8fGxoZevXpx5MiRzE5apouOjsbMzAwXFxdl2ZgxYzAzM+PJkyca2wYEBGTouSMiInj58mWGHvOfZuvWrUq5rFevHpGRkTq3DQsLIzg4+JulrVOnTpiZmX2Tc23cuJG6detSo0YNfv31V63XuXnzZmrWrEl4ePg3SZNIn5MnT1KhQgXmz5+f2UlJtWfPnmFmZsaIESMyOylCCCHEP4a+nu4fIbT5roIH4eHh/PLLL7i6uvL06VPatm3LxIkT6dKlCwEBAQwcOJA///wzs5P53enQoQOzZs0if/78yrIJEybQq1evDDvHjRs3sLe35/Tp0xl2zH+aO3fuMHHiRPT09Bg3bhzDhw/H2NhY67bHjx/Hzs6O+/fvf+NUfn2XLl1i6tSp2NjYMGjQIM6dO8fYsWM1tvn48SNLlizB1dWVHDlyZFJKRUoFBwczduxYVCpVZidFCCGEEN+Ivr7uHyG0+a66Lfz2228cPHiQ4cOH07dvX411/fr1o2/fvqxfv54SJUrg7OycSan8/lhZWWFlZaWx7NixYxgaZtztvXPnDi9evMiw4/0T3blzB4CuXbvSuXPnJLe9fPkyoaGh3yBV356npycFChRg1qxZGBgYYGhoyOTJk3n79q0SwFqzZg1ZsmRJNp/E9+G3337j/fv3mZ0MIYQQQnxD0mtBpNZ3E1fy9/fnwIEDNGnSJFHgAMDY2Jg///wTQ0NDNm7cKDVk4puLiooCIGfOnJmcksz14sULihYtioGBAQAlSpQA4Pnz5wC8ffuWNWvWMHToUJ0tM8T3Y8uWLRw/fpzBgwdndlKEEEII8Q3p6+np/BFCm+8meODp6Qmg0Zc/ocKFC+Pl5cXevXs1Bvh4+fIl48ePp379+pibm1O/fn3Gjx+fqH++i4sLzZs35+bNm/To0QMrKyusra0ZPXo0YWFh3Llzh549e2JlZUXdunWZMGGCRn9tNzc3zMzMuH//PmPGjMHGxgZLS0tcXFy4f/8+ISEhjBs3DhsbG6pXr07v3r15/PixRhpiYmLYuHEjrVq1wsLCgqpVq9K1a1eOHz+e6HqDg4OZMGECdevWpUqVKri4uHDr1q1E28Uf80Dd9/fVq1cEBQVhZmaGm5sbY8eOxczMjOvXryfaf82aNZiZmXHmzBmt+T5mzBjGjx8PoBxHLTY2VuN61Nd96dIljWOo887Pzw8HBwfMzc3p1KkTAGZmZkyePJl9+/bRqlUrKleuTIMGDViyZAkqlYoDBw7QunVrLCwssLOzY/Xq1RrH/vz5M9OnT6dp06ZYWFhgY2NDv379EqVBl5SUn0aNGiXKAw8PD63Hc3FxYdmyZUBcK4VGjRolmwcqlYrt27fTuXNnqlevTqVKlahbty7Dhg1LNJZFTEwMy5cvx97ensqVK9O8eXO8vb21piWl9yc18ufPr1FLHRISAoCpqSkA7u7ulChRghYtWqTp+FevXsXV1RVra2vMzc1p2rQp7u7uREREKNu0bt0aKysrPn/+nGj/X375hUqVKvH27Vtl2d69e3FycsLS0hIrKyucnZ3x8/PT2M/DwwMzMzO8vLxwdHTE3Nwce3t7reeA/7uft27dYvjw4VSrVo0aNWrQr1+/RJ9TFxcXmjZtyq5du6hduzZVqlRh1qxZKU7fnTt3MDMzS9Q9BCA0NBRzc3NcXV2TydnEHj16xMyZM3F1daVKlSop2ic8PBxzc3N69+6tsfzatWuYmZnRsmVLjeWBgYGYmZkxd+5cjfMOGzaMWrVqYW5uTpMmTViwYAFfvnxJdL7r168r5UFd3tesWUNMTEyS6fz48SOdO3fmf//7H9u3b1eW+/j40LFjR6ytrbG0tKRVq1asWbOG2NjYFF2/EEII8W8hYx6I1Ppuui1cv34dQ0NDLC0tk9yuTJkyGr8/fPgQZ2dnwsPDcXJyoly5cty9e5edO3fi6+vLX3/9RalSpZTt37x5Q7du3WjWrBlNmzbl2LFjeHp68vz5c+7evYuDgwNNmzbFz8+Pbdu2oaenxx9//KFxzj59+lCmTBl+/fVXHj9+zIYNG3B1dcXExITChQszZMgQAgIC2LhxI4MHD8bLywt9fX1iY2MZNGgQfn5+2NjYMHz4cD5+/IiHhwd9+/ZlzJgx9OjRA4j7gt6xY0eePXumXNfZs2fp3r17kvljamrKrFmzmDZtGvr6+sqLbnh4OB4eHuzZswcLCwuNfXbv3k2RIkWoWbOm1mN26NABAwMDdu7cSYcOHahWrZqybvjw4fj4+GBvb4+TkxPv37/Hw8MDFxcX5s2bR9OmTTWONWLECNq1a4ezszNGRkbKcj8/P/bt20eXLl1wcnJi69atLFy4kOvXr3PlyhVl+ZYtW5g1axaFChXCwcEBgGHDhnHq1CmcnZ0pXbo0b9++ZfPmzXTr1o2dO3dSoUIFnfmV0vIzbtw4jh49qpEHVatW1XpMV1dXcubMia+vL66urlSuXDnZPJg2bRobN27Ezs6OYcOGoVKpuHTpEj4+Ply5coVDhw4p2w4fPpz9+/fToEEDunbtyuPHjxk9erRGfqb1/qRE7dq12b17Nx4eHlhZWbFp0ybKli1L4cKFefz4MTt27GDZsmVpGsHXx8eH4cOHY2pqSpcuXciXLx/+/v64ublx8uRJ1q9fT9asWWnXrh1Tp07lyJEjGkGK9+/fc/ToUerXr690oZg9ezarVq2iTp06DBs2jIiICLy9venfvz9jx45N9JmaOHEidnZ2ODo6Eh4eTrZs2ZJM86BBg8iePTuDBg0iLCyMDRs20LlzZzZu3Khx71+8eMGsWbOUsUjUz7qUpK9ChQpUqlSJQ4cOMWnSJLJkyaIc19vbm6ioKNq1a5eqvI6KimLEiBGULVuWAQMGpDiglCNHDmxsbLhw4QIRERFKWk6ePAnAvXv3CA4OVoJJ6iCInZ0dEPes7969Ozly5MDZ2RlTU1OuXr3KsmXLOHPmDBs2bFCO6evry5AhQyhatCi9e/fGxMSEU6dOMXPmTC5fvoybm5vWcvbx40f69OnD1atXmTlzphLQOHToEMOGDaNOnToMHToUPT09Dhw4wMyZM3n37h0jR45MVR4KIYQQ/2QSJBCp9d0ED16/fk2ePHlS3cx58uTJhISEsG7dOmrVqqUsb9SoEX369GHChAls3LhRWR4aGsqwYcPo168fAG3btqVu3bqcP3+ecePG0a1bNwDatWtH/fr1OXbsWKJzlilThlWrVilfWp8+fYqfnx+2trYsXrxY2e7ly5ccPHiQZ8+eUbx4cby8vPDz86N169bMmDFD2b9r1660a9eO2bNn07hxY4oXL86aNWt48uQJM2fOpHXr1gA4Ozszc+ZM1qxZozM/TExMaNWqFXPnzsXQ0JBWrVop60qWLIm3tzdjxoxRXjRv3brFvXv3GDRokM6XPSsrKx48eMDOnTuVmjqIe9Hz8fFh5MiRGrWQ3bp1w9HRkUmTJtGgQQONly9bW1t+++23ROd48eIFW7duVcZusLKyok2bNhw/fpydO3dSqVIlAKpXr06LFi04evQoDg4OBAcH4+fnR6dOnRg9erRyvJo1azJmzBhu3LiRZPAgpeXH1taWkJCQRHmgTZ06dTh//jy+vr7Url0bGxsbjfUJ8yAkJIQtW7bQsGFD3N3dleXOzs7ExMRw4MAB7ty5Q+XKlTl79iz79++nbdu2TJ8+Xdm2bt26SplWS8v9SYnmzZvj7++v1IIXLFgQd3d39PX1mT9/PtWrV6devXqpOibEBcwmTpxI7ty58fLyIl++fEo+zJkzh5UrV7Jq1SoGDRpEixYtmDVrFnv27NEIHnh7exMZGam8SF+/fp1Vq1bRuXNnJk6cqGzXvXt3evXqxZw5c2jatCkFCxZU1lWqVEmjVUBycuTIwbZt25R8tLW1xdHRkenTp/PXX38p23358oXff/8dR0dHZVlq0teuXTsmT56Mr6+vEjiDuFZb+fLl46effkpxmgEWLFjAo0eP2L17d6rHR2nUqBH+/v5cuHCBunXrAnDq1CkKFSrEixcvOHv2rJLGo0ePUrBgQSpXroxKpWLcuHHkypULT09P8uTJA0Dnzp2pUaMG48ePZ8OGDfTp04fPnz/z22+/Ub58ebZu3ar8bejSpQsLFixg6dKl7N+/XyMvAD59+kTfvn25fv06CxYsoEmTJsq6Xbt2kS1bNlauXIn+/x8NysnJiW7duvHw4cNU5YEQQgjxTydTNYrU+m66LRgYGCTbDDWh4OBgzp07h7W1tcaLH0D9+vWxtrbm/PnzvHv3TmNd/C+bRkZGSp/tn3/+WSM9RYsW5dWrV4nO6+DgoPFhU7eGiL8//F9fcPUxDhw4AMQ1q46/f44cOejXrx8xMTEcPHgQgCNHjpAnT55ETYD79OmjMz+S065dO0JCQjhx4oSybPfu3ejp6SkBitRQN5W3t7cnODhY+YmIiKBJkyaEhIRw4cIFjX1q166t9ViFCxfWGPRRnafFixdXAgcQFwCB/8vTHDlykDNnTg4ePMiOHTt48+YNEBd8OHjwIO3bt9eZ/rSWn/RKmAd58+bl4sWLzJkzR2N5WFiY8kKq7j6jnq60a9euGtv+9NNPlCtXTmNZWu5PSujr6zNr1iz8/PzYtWsXhw8fpnLlyly9epVDhw4p0+V5eHjQvHlz6taty8iRI5OdtvLUqVOEhYUpLQ7iGzhwIFmzZsXHxweAPHnyYGtry+nTp5V7DrBnzx7y58+vvEjv27cPQAk0qX8+fPiAg4MDUVFRHD16VONculrg6NKvXz+NAIy6y8nly5c1uk5A4nufmvS1aNGCLFmysGfPHmX/R48ecf36dVq2bKm15Yku586dY82aNYwaNUqjZVZKNW7cGIgbqwbiyqe6RUGWLFk4e/assvzixYvY2tqip6fH3bt3uX//Pg0aNCA2Nlbjmhs2bEiWLFk4fPgwEFceQkJCsLe3Jzw8XGNb9TNcva3a58+f6du3LxcvXmT27NkagQOIC3R9+vSJadOm8ffff6NSqTAwMGDTpk1KVyMhhBBCCKHdd9Py4Mcff+Tx48dERkamuPXBs2fPUKlUiV6a1MqVK8f58+d59uyZxstIgQIFNLZTD/yWcLm+vr7WgRnjT4kYf/+Ey9U1W+q+tE+fPsXExIQiRYpoTav6miCun3Dp0qWVY6iZmpoqzYFTq3Xr1ixYsIA9e/bQuHFjoqKi2LdvH9bW1hQrVizVx1OP52Bra6tzm6CgII3fE74UqunKU233BFDui7GxMTNmzGDs2LHKmATly5enbt26tGjRgooVK+pMW1rLT3ppO1aWLFnw8/PD19eXgIAAgoKCePXqlRJkUl9vYGAg8H+BqfjKlCmjMTVkWu5PahQpUkSjLM+aNYuff/6ZypUrc/78ecaOHcuoUaOwtLRk0qRJjBw5MtF4FfE9ffoUgLJlyyZaly1bNooVK6ZsA+Do6IiPjw/e3t50796dx48fc/XqVXr27KnUpKvzoEuXLjrPmzAPEpbF5JQvXz7RstKlS3PixAkCAwM1jpfw2KlJX65cubCzs+PAgQO8e/eOfPnyKWPFpKbLQlhYGKNHj6Zq1ao0bdpUCep8+PABgIiICIKDg8mRI4fOZ3HBggWpVKkSJ0+eZMyYMZw5c4bo6GgaNGiAn5+fMn7KiRMniIqKUsrgo0ePANi6dStbt25N8nrVeTNv3jzmzZuX5LZqR44cUZ4R58+fTxTQHTx4MLdv32bTpk1s2rQJU1NTatasia2tLfb29hk6Q40Q8RkaZl5djYGBvsa/mS0z8wIkPxKS/ND0veXH1/Y1uy34+/szf/58Hjx4QL58+XB2dqZnz546Wzs8efIkUdAf4r6Pqytb0nJckbG+m29KNWrU4OHDh1y+fDnJmr8JEybw8eNHhg8fnuyMC+qWDAm/AOv6gpjSQqerhi+5/ZNKrzrAED+tkZGRSW6bWj/88AP169fn6NGjhIWFceHCBYKDg2nbtm2ajhcbG0u2bNlYsmSJzm0S1mqqgwIJpeee2NraUqdOHU6ePIm/v79Sq7p27VrGjRuXqJZeLa3lJ70S5kFkZCS9evXi/PnzVK5cmUqVKuHg4EDFihU5fvw4y5cvT3SMiIgITExMNJYlvJ603J+08vX15fr160rLAE9PT4oVK6b07+/duzejRo3i9evX/PDDD1qPkZL7Ef9e1KpVi8KFC7Nnzx66d++uvEjH7xag/qy4u7uTPXt2rcctVKiQxu+6yqgu2sqHuuwkLNcJg4GpTZ+joyP79u3D29ubLl264OXlhYWFhc4AmDa3b9/mxYsXvHjxIlGLG4C1a9eydu1apk+fnuSzwdbWloULF/LixQuly0KpUqWoU6cO8+bNIygoiGPHjpEnTx5q1KgB/N897tixI/b29lqPq84z9baDBg3SGGclvoR5ZmJiwtKlS3F3d2fLli00adJE4xrz58/P9u3buXHjBsePH+fs2bMcPnwYHx8fLC0t2bRpU6pacAiRUnnzav98f0u5cqWui9rX8j3kBUh+JCT5oel7yY+v7Wu9b6sHv/75558ZMmQIly5dYvbs2cTExGidVQ/ivp8ArFu3TqNFZ9asWdN1XJGxvpvgQfPmzdm6dSubNm3SGTx4/fo1Hh4eZMuWjWnTpimFKX5ta3wPHjxAT0+PH3/88aulOzWKFy/Oo0ePCAoKStT6QH0NhQsXBuJqlp88eZKoJcb79+8JDQ1NcxratWvH0aNH8fPz4/Tp02TPnl3nl/jkFC1alMePH1OuXLlELQRu377N69evU92fPrXCw8O5e/cuRYsWpUmTJkrE8vbt23Tt2pXFixfrDB6oW1tkdvnZv38/58+fp1evXowaNUpj3e7duzV+V7c4ePToUaIXqoCAAI3fv9X9iYmJYe7cuXTo0IHixYsDcZ/V+LXs6tYyL1++1Bk8UO/74MGDROs+f/5MUFCQRosLfX192rRpw+LFi3n8+DF79+7F0tJSY1DVokWLAnEtWBIOxvrkyRMePXqUKAiTWgEBAYlagjx69AhDQ0PlmnRJbfpq1qxJkSJF8PHxwczMjBcvXqR6loUKFSqwdu3aRMvv3LnDzJkzadGiBW3bttXaAiS+xo0bs3DhQvz9/Tlz5ozykl67dm3mzZvHqVOnOH78OI0aNVICAurrValUibpwxMbGcvDgQeVzqd42S5YsibYNDw/H398/Ublu3LgxNWvWpFChQrRs2ZLffvsNLy8vcuTIgUql4v79+3z58gULCwsqV67MoEGDCA8PZ+TIkfj5+eHv70/Dhg1TmpVCpFhIyMdMO7eBgT65cmUjLOwzMTGZO6tI3rzZMzUvQPIjIckPTd9LfnyrIMrXmpLRzc2N//3vf8yePRuI6w4cHR3NsmXL6Nq1q0ZAQO327dsULFhQa8VGeo4rMtZ30yanRo0a2NnZcfjwYVauXJlofXh4OL/88gtRUVFK/2dTU1OlX3rCaQb9/f25ePEi1tbWaW7mn9HUL+mLFi3SqGX9+PEjK1euxMDAQGne6+DgwKdPn1i3bp3GMZJq9h2fgYGB1hYKP/30E/ny5ePAgQMcP34cBweHFL1AJuyCEf96Fi5cqLFteHg4Q4cOZeDAgRrT630Nd+/epXPnzolq18uVK0fOnDmTbIb8NcuPuvY6Ja1E1FMdJmz+/uTJE2UMjOjoaOD/xtVYsWKFxrH9/f25e/euxv7f6v54eHjw8uVLBgwYoCwrWLAgQUFBGl12gCQDMXXq1CFHjhxs2rQp0TgTS5cuJSIiIlGgq23btujp6TF37lyCgoISNd9Xzybh5uam5CHEzTQwduxYXF1dtY5rkhqrV6/WGK/l6tWrnD59mnr16pE7d+4k901t+vT09Gjbti3Xrl1jw4YNZM2alebNm6cqvblz56Z27dqJftRjixQpUoTatWvrDPKomZmZUbRoUXbt2kVAQIDygl+pUiXy5MnDqlWrCA0N1eg2Y25uTpEiRdizZ0+iaWy3bdvG0KFD2bVrFxA3CGj27NnZsGFDovEyli1bxpAhQ7ROcQtxQbYhQ4YQFBTEjBkzgLi8GzRoEP3791e6aEDcuCnqz15qW50IkVLR0bGZ9qN+AYqJybw0qH8yOy8kPyQ//in58a18jakaIyMjOXfunDLLkpq9vT0fP37UObvTnTt3+N///pfhxxUZ67tpeQDw559/8v79e+bMmcP+/ftp0qQJpqamBAQE4Onpybt37+jQoYMyIwLETavWuXNn+vTpQ4cOHShbtiz3799n+/bt5MmTR2ME88zWqlUrDhw4gKenJy9evKBx48Z8/vyZXbt28fTpU0aMGKHUunXv3p0DBw4wd+5cHj16hIWFBZcuXcLPzy9FL/v58uXj1q1brFmzhqpVqyq1mkZGRsq85kCKuyyoa5G9vLxQqVS0bt2atm3bcuDAAXbs2EFgYCCNGzcmOjqaHTt2EBAQwMiRI796rX3VqlWpXbs2W7duJSwsDGtra2JiYti/fz9BQUEaMzBo87XKj3pcgy1btvD69eskZ2eoV68ec+fOZcaMGQQFBfHDDz9w//59du3ahfqFUv2yY2VlhbOzszIVpb29Pc+fP2fz5s3ky5dP46U7tfdHPRBfUmlN6PPnzyxatIiePXtqjOXQokULduzYwciRI6lSpQrLly+nTp06SZaHnDlzMnHiREaPHk3Lli3p0KED+fLl49SpU/j6+lKpUiWNWSMgrna6Zs2aHD58mGzZsiUaeb9WrVo4Ojqyc+dOnJycaNasGcbGxnh5eXH9+nU6d+6caOrS1Lp69SouLi78/PPPvH79mk2bNpEnTx7GjRuX7L5pSV/btm1ZvHgxR44coWXLluTIkUNZd+XKFZ4+fUrVqlXTNI5JajVu3Jj169ejp6en1BTo6+tjY2PDwYMHMTExUWZjgLiX86lTp9KvXz8cHR3p2LEjJUqU4MaNG+zatYvixYsrQahcuXIxYcIExo4dq5SHH374gbNnz+Lj44OFhQWdO3fWmbZu3bqxf/9+duzYQZMmTahfvz4DBw5k1KhRdOjQgbZt25I7d25u377N9u3bqVixos4BXYUQQoh/o6/R8CAwMJCoqChlkHM1dSvNx48fU6dOnUT73b59mxIlStCxY0f+/vtvcuXKRZs2bRgyZAhGRkZpPq7IWN9V8CBXrlysXr0aHx8fdu/ezZYtW3j37h3Zs2enSpUqODs706BBA419ypYti4eHB4sXL+bgwYNs27aNAgUK4OjoSP/+/b+bLgsQ98V5yZIlrF+/Hk9PT+bMmUO2bNmoXLkyv//+O/Xr11e2NTY2ZuPGjbi7uyuDwlWoUIGVK1cybNiwZM81bNgwJk6cyLx582jZsqVGk2hHR0fWrFlDyZIlqVq1aorSXrt2bZo3b46vry83btygevXqlCpVimXLlrF+/Xr27NmjXE+ZMmVwc3P7f+zdd1gU19fA8e8CgogaxdhrYsFEUbBgwxIBQVREwIrYe429xBZjYokde8HelaZSVEAUrLFEE6NRY0EsGEERC0h5//Dd+blSBAuL4Xyehydh2p69M6w7Z+49N82iJx+bSqXC3d0dDw8P/P39lak1q1atyty5czWm8UvLp7p+HBwcCAkJ4fDhwxw/fjxVlvRNFStWZNWqVSxevFhJ6pQsWZKuXbtiZ2eHo6MjR48epVWrVsDruh+VKlVi69atzJ49mxIlSjBx4kROnz7N3r17lePq6upm6fyoh0xkJXmwYcMGkpOT6dmzp8byevXqMWPGDFauXEloaCiWlpZMnjz5ncdzcHCgZMmSrFq1io0bN5KQkEC5cuX4/vvv6dWrFwYGBqn2cXFx4fjx49ja2mrcSKvNmDEDMzMzduzYgbu7O7q6ulSoUIEZM2Zo1Ed4XzNnziQwMJD58+djYGCAjY0Nw4cPT7MwalqyGl+pUqVo2LAhYWFhqXpa7NixAy8vL2bOnJmtyYPKlStrDFNp1KgRgYGBNG7cONU5a9iwITt37mT58uV4enry9OlTSpQoQZcuXejfv7/GUARHR0dKlizJmjVr2LhxI/Hx8ZQqVYqBAwfSu3fvDIec6OrqMnPmTBwdHZk0aRL79u2jbdu2GBkZsWHDBtauXcvTp08pWbIkbm5uDBw4UAomCiGEyFUyGragnlkpPUFBQWkuVz/wevs7mbpOkXoGsTdFR0fz4MEDkpKSGDNmDKVKleL48eOsXr2ae/fuMW/evPc6rvj4VCnvqlIm/nOuX7+Ovb09o0eP/qCpH8V/y5MnT7C0tOTixYvaDuWz4O7uzpIlS1i3bp08sRa8ev5c2yHkGHny5ePVc+2OW85J8uQz4uHDp+/e8BPR09NRxpJnZ3fotBQtWkCrbQHSHm+T9tCUU9qjaNEC2fI6P60NS3fd4a0Z975NL3lw9uxZOnfunOr7UWJiItWqVWPUqFGpihu+fPmSM2fOUL58eaXmEbwetrpw4UL8/Px48uRJlo8rPj55zJILrV+/HgMDgyxN7yb+25KTk1m9erVSFV8IIYQQQvy3ZTSrWXrJgXcpUOB14uPZM80ksrpnQFq9RPPmzZvmkINmzZqxcOFCLl++rNQnyspxxccnyYNc4tmzZ0yYMIG4uDjCw8Pp1atXjikkKbRPpVJRsGBB5s6dq+1QhBBCCCFENviQwojpKVeuHLq6uty6dUtjubp49puzYqndvHmTEydOYG9vT8GCBZXlL1++BF4XOX+f44qPL8fMtiA+LSMjI65cucK5c+dwdnZmxIgR2g5J5CAqlYp+/fpJQkkIIYQQIpfQ0Un/530ZGBhQp04dDh48qDG7XGBgIAUKFEizUPXDhw+ZOnUqAQEBGsv9/PzInz8/1apVe6/jio9Peh7kIupp/4QQH27o0KEMHTpU22EIIYQQQryXjIYtfIiBAwfSs2dPhg8fjrOzM+fOnWPt2rWMGjUKQ0ND4uLiuHbtGuXKlcPY2JjatWvToEEDZs2axcuXL6lUqRKHDx9m06ZNjB8/XumN8K7jik9Peh4IIYQQQgghhPgoGjRogLu7Ozdu3GDw4MHs3buXsWPHKoXa//zzTzp27KjMkqajo8OSJUvo0KED69evp3///oSHh/PTTz/Ro0ePTB9XfHoy24IQQgjxgWS2hf+R2RY0yWwL/yPV9DVJe2iS9vif7JptYe7m4+muG921QbbEID4vMmxBCCGEEEIIIXKZT1EwUfy3SfJACCGEEEIIIXIZnU9U80D8d0nyQAghhBBCCCFyGckdiKyS5IEQQgghhBBC5DLS80Bklcy2IIQQQgghhBBCiAxJzwMhhBBCCCGEyGWk44HIKkkeCCGEEEIIIUQuI7MtiKyS5IEQQgghhBBC5DI6kj0QWSTJAyGEEEIIIYTIZWTYgsgqSR4IIYQQQgghRC4jsy2IrJLkgRBCCCGEEELkMipJHogskuSBEEII8YHy5Mun7RBylDz5jLQdQo5StGgBbYdA4cI545zkhLYAaY+3SXtoyint8alJyQORVZI8EEIIIT7Q39fvajuEHKNKxVLEPn6q7TByjIKFCvDbhRvaDiNHqFPjKx4+1O61oaenQ+HCRsTEPCMxMVmrsRQtWkDa4w3SHv+TXUkUGbYgskqSB0IIIYQQQgiRy0juQGSVJA+EEEIIIYQQIpeRngciqyR5IIQQQgghhBC5jEpH2xGIz41cMkIIIYQQQgghhMiQ9DwQQgghhBBCiFxGhi2IrJLkgRBCCCGEEELkMjJVo8gqSR4IIYQQQgghRC6jkp4HIoskeSCEEEIIIYQQuYwMWxBZJckDIYQQQgghhMhlJHcgskqSB0IIIYQQQgiRy+hI0QORRZI8EEIIIYQQQohcRnIHIqskeSCEEEIIIYQQuYwUTBRZpfOxDhQSEsKwYcNo3rw51atXp169evTu3ZtDhw59rJf4bCUmJmJiYoKbm5uybPz48ZiYmHDr1i2NbW/evPlRXzs+Pp779+9/1GN+brZv365cl40bNyYhISHdbWNjY4mOjs622Dp37oyJiUm2vNamTZuwtLSkbt26jBgxIs33uWXLFurXr09cXFy2xCQ+TP/+/encuXOa6168eMGCBQuwtbWlevXq1K1blz59+nDu3LlsjvLje/tzsnnz5jRp0kQ7wQghhBCfKR2VKt0fIdLywcmDuLg4hg0bxoABA7h9+zZOTk5MnTqVrl27cvPmTQYPHswvv/zyMWL9T+nYsSNz5szhyy+/VJZNmTKF3r17f7TXuHjxIra2thw7duyjHfNzc/nyZaZOnYpKpWLixImMGjUKfX39NLcNDQ3FxsaGq1evZnOUn96ZM2eYMWMG9erVY8iQIZw8eZIJEyZobPPs2TOWLVvGgAEDyJ8/v5YiFZk1e/ZsDh8+nOa6lJQUBg8ezIoVK/j222+ZOHEi3bt356+//qJr166EhYVlb7Af0cf+nBRCCCFyK5Uq/R8h0vLBwxZ++OEHAgMDGTVqFP369dNY179/f/r168eGDRsoX748rq6uH/py/xnm5uaYm5trLDt8+DB6eh9vJMnly5e5d+/eRzve5+jy5csAdOvWjS5dumS47dmzZ3n8+HE2RJX9vL29KVq0KHPmzEFXVxc9PT2mT5/Ov//+qySwPDw8MDAweGc7Ce2KiYlhypQpHDhwIN1t9u3bR3h4OAMHDuT7779Xljs7O9OmTRt++uknAgMDsyHaj+9jf04KIYQQuZX0MBBZ9UE9D8LCwggICKBFixapEgcA+vr6/PLLL+jp6bFp0yZSUlI+5OWEyLJXr14BUKBAAS1Hol337t2jTJky6OrqAlC+fHkA7t69C8C///6Lh4cH33//fbo9M4T2hYeHY2NjQ1BQEEOHDk13O3XPgk6dOmksL1myJBYWFty8eZOHDx9+0liFEEIIkbPp6KjS/REiLR+UPPD29gbQGMv/tlKlSuHr68vevXs1inLcv3+fSZMm0aRJE6pXr06TJk2YNGlSqvH5bm5utG7dmj/++IOePXtibm6OhYUF48aNIzY2lsuXL9OrVy/Mzc2xtLRkypQpGuO13d3dMTEx4erVq4wfP5569ephZmaGm5sbV69eJSYmhokTJ1KvXj3q1KlDnz59uHHjhkYMSUlJbNq0ibZt21KjRg1q1apFt27dCA0NTfV+o6OjmTJlCpaWltSsWRM3NzcuXbqUars3ax7cuXMHExMTHjx4QGRkJCYmJri7uzNhwgRMTEy4cOFCqv09PDwwMTHh+PHjabb7+PHjmTRpEoByHLXk5GSN96N+32fOnNE4hrrtgoODsbe3p3r16sr4ahMTE6ZPn86+ffto27YtpqamNG3alGXLlpGSkkJAQACOjo7UqFEDGxsb1q5dq3HsFy9eMHPmTOzs7KhRowb16tWjf//+qWJIT2aun+bNm6dqA09PzzSP5+bmxooVK4DXvRSaN2/+zjZISUlh586ddOnShTp16lCtWjUsLS0ZOXJkqloWSUlJrFy5EltbW0xNTWndujX79+9PM5bMnp+s+PLLL3ny5Inye0xMDADGxsYALFmyhPLly9OmTZv3Ov758+cZMGAAFhYWVK9eHTs7O5YsWUJ8fLyyjaOjI+bm5rx48SLV/sOGDaNatWr8+++/yrK9e/fSoUMHzMzMMDc3x9XVleDgYI39PD09MTExwdfXFxcXF6pXr46trW2arwH/O5+XLl1i1KhR1K5dm7p169K/f/9Uf6dubm7Y2dmxZ88eGjZsSM2aNZkzZ06m47t8+TImJiaphocAPH78mOrVqzNgwIB3tKyma9euYWpqyq5duxgyZEi6240bNw5PT0+KFy+eat2jR48AlERSWk6ePImJiQn79u1jyZIlNG/eHFNTU9q0acOBAwdITExk+fLlNG/enJo1a9KuXTuOHDmS6jihoaF0796dWrVqUaNGDdq2bcvGjRtJTk5WtlF//q1atYodO3bQunVrTE1NsbS0ZPr06crneXqfk2/67bffcHNzw8zMjLp16zJ48OBUf4sRERF8//33fPfdd1SvXp2mTZsyYcIEJZEmhBBC5BYybEFk1Qf1/bxw4QJ6enqYmZlluF3FihU1fr9+/Tqurq7ExcXRoUMHKleuzJUrV9i9ezdBQUFs3bqVr776Stn+4cOHdO/enVatWmFnZ8fhw4fx9vbm7t27XLlyBXt7e+zs7AgODmbHjh2oVCp+/PFHjdfs27cvFStWZMSIEdy4cYONGzcyYMAA8uXLR6lSpRg+fDg3b95k06ZNDB06FF9fX3R0dEhOTmbIkCEEBwdTr149Ro0axbNnz/D09KRfv36MHz+enj17Aq/rP3Tq1Ik7d+4o7+vEiRP06NEjw/YxNjZmzpw5/Pzzz+jo6Cg3unFxcXh6euLj40ONGjU09vHy8qJ06dLUr18/zWN27NgRXV1ddu/eTceOHaldu7aybtSoUfj5+WFra0uHDh148uQJnp6euLm5MX/+fOzs7DSONXr0aJydnXF1dSVPnjzK8uDgYPbt20fXrl3p0KED27dvZ9GiRVy4cIFz584py7dt28acOXMoWbIk9vb2AIwcOZLw8HBcXV35+uuv+ffff9myZQvdu3dn9+7dVK1aNd32yuz1M3HiREJCQjTaoFatWmkec8CAARQoUICgoCAGDBiAqanpO9vg559/ZtOmTdjY2DBy5EhSUlI4c+YMfn5+nDt3jgMHDijbjho1Cn9/f5o2bUq3bt24ceMG48aN02jP9z0/mdGwYUO8vLzw9PTE3NyczZs3U6lSJUqVKsWNGzfYtWsXK1aseK+qu35+fowaNQpjY2O6du1KkSJFCAsLw93dnaNHj7Jhwwby5s2Ls7MzM2bM4NChQxpJiidPnhASEkKTJk2UIRS//vora9asoVGjRowcOZL4+Hj279/PwIEDmTBhQqq/qalTp2JjY4OLiwtxcXEYGhpmGPOQIUMwMjJiyJAhxMbGsnHjRrp06cKmTZs0zv29e/eYM2eOMsZe/VmXmfiqVq1KtWrVOHDgANOmTcPAwEA57v79+3n16hXOzs5ZauvOnTvTvXv3d25nbGysJIbedPr0ac6fP0/lypXTXP+2uXPnYmhoSLdu3Xj16hWrV69mxIgRNGzYkHv37mksHzJkCP7+/pQuXRp4neCcPXs25cuXp2/fvhgaGnLo0CF+/vlnTp48ibu7Ozo6/8tfb9++nWfPntGlSxdKlixJYGAgW7ZsITY2lrlz56b7OakWHR1Nnz59aNeuHW3atOGPP/5g165dXLp0iYCAAAwMDIiNjaVbt24kJyfTuXNnihQpwtWrV9m6dSsnT57Ez8+PvHnzZuZUCCGEEJ+9TzlsISwsjAULFnDt2jWKFCmCq6srvXr1Sve7ZkJCAh4eHnh7e3P//n2KFy9OmzZt6Nevn0av2CZNmvDgwYNU+x8/fjxT323Eh/mg5EFUVBSFChXKcjfn6dOnExMTw/r162nQoIGyvHnz5vTt25cpU6awadMmZfnjx48ZOXIk/fv3B8DJyQlLS0tOnTqlFAKD1+N5mzRpkmYRsYoVK7JmzRrlgr19+zbBwcFYW1uzdOlSZbv79+8TGBjInTt3KFeuHL6+vgQHB+Po6MisWbOU/bt164azszO//vorVlZWlCtXDg8PD27dusXs2bNxdHQEwNXVldmzZ+Ph4ZFue+TLl4+2bdsyb9489PT0aNu2rbKuQoUK7N+/n/Hjxys3mpcuXeLvv/9myJAh6f4Bmpubc+3aNXbv3o2ZmZlyTD8/P/z8/BgzZgx9+vRRtu/evTsuLi5MmzaNpk2batx8WVtb88MPP6R6jXv37rF9+3aldoO5uTnt2rUjNDSU3bt3U61aNQDq1KlDmzZtCAkJwd7enujoaIKDg+ncuTPjxo1Tjle/fn3Gjx/PxYsXM0weZPb6sba2JiYmJlUbpKVRo0acOnWKoKAgGjZsSL169TTWv90GMTExbNu2je+++44lS5Yoy11dXUlKSiIgIIDLly9jamrKiRMn8Pf3x8nJiZkzZyrbWlpaKte02vucn8xo3bo1YWFhylPwEiVKsGTJEnR0dFiwYAF16tShcePGWTomvE6YTZ06lS+++AJfX1+KFCmitMPcuXNZvXo1a9asYciQIbRp04Y5c+bg4+OjkTzYv38/CQkJyo30hQsXWLNmDV26dGHq1KnKdj169KB3797MnTsXOzs7SpQooayrVq2aRq+Ad8mfPz87duxQ2tHa2hoXFxdmzpzJ1q1ble1evnzJ5MmTcXFxUZZlJT5nZ2emT59OUFCQkjiD1722ihQpQrNmzTIdM/BBQ0ru3bvHmDFjADTqIGQkISGBvXv3KsN+8uTJw8yZM7ly5QoBAQHky5cPAENDQ3766SeOHTtG+/btiYiIYN68eVSsWJHdu3cr23Xv3p3Ro0ezb98+fHx8aNeunfJaDx8+xM/Pj7JlywLg4uKCra0tAQEB/PTTTxl+TsLrIUozZsxQPns7dOhAfHw83t7enD17lgYNGnDs2DHu3r3LggULNM5HyZIl8fLy4tq1a1SvXj3rjSuEEEJ8hj7VVI3qHqktW7Zk+PDhnDlzhl9//ZWkpKQ0h7oDzJgxA19fXwYNGoSpqSkXL15k6dKl3L17Vym+Hx0dzYMHDxg7dqzGg1GAggULfpL3IjR90LAFXV1dkpKSsrRPdHQ0J0+exMLCQuPGD15nkiwsLDh16pTStVbtzS96efLkUcZst2zZUiOeMmXKpJmNsre31/gDUfeGeHN/+N9YcPUxAgICgNfdqt/cP3/+/PTv35+kpCSl8NihQ4coVKgQDg4OGsfs27dvuu3xLs7OzsTExGh0Cfby8kKlUilfkrNC3VXe1taW6Oho5Sc+Pp4WLVoQExPD6dOnNfZp2LBhmscqVaqURtFHdZuWK1dOSRzA6wQI/K9N8+fPT4ECBQgMDGTXrl3K2Gtzc3MCAwNp3759uvG/7/Xzod5ug8KFC/Pbb78xd+5cjeWxsbHKDam6u7V6utJu3bppbNusWTMqV66ssex9zk9m6OjoMGfOHIKDg9mzZw8HDx7E1NSU8+fPc+DAAUaPHg28HgbQunVrLC0tGTNmzDunrQwPDyc2NlbpcfCmwYMHkzdvXvz8/AAoVKgQ1tbWHDt2TGO8vY+PD19++aVyI71v3z4AJdGk/nn69Cn29va8evWKkJAQjddKrwdOevr376+RgFEPOTl79qzG0AlIfe6zEl+bNm0wMDDAx8dH2f+ff/7hwoULODg4pNnz5FOIiIjAzc2Ne/fu0bt3b6ytrTO1X+PGjTXqhXz99dfA62tXnRCA1J+bBw8eJDExkb59+2psp1KpGDFiBIByXaiZm5sriQN4fc1+8803vHr1KlOFTPPkyUOrVq00ltWsWVMjrpIlSwKwZs0agoKCeP78OQA9e/bE19dXEgdCCCFyFR1V+j8fwt3dnW+++YZff/2VJk2aMGLECHr37s2KFSt4+fJlqu1jYmLYuXMnQ4YMoV+/fjRo0IB+/foxePBg9uzZo3wfVRdCt7GxwczMTONHiilnjw9q5eLFi3Pjxg0SEhIy/UTszp07pKSkpLppUqtcuTKnTp3izp07GjcjRYsW1dhOPV737eU6OjppFmZ8c0rEN/d/e7m6G616TO7t27fJly+f0hX37VjV7wlef0H/+uuvNbriQvpdiDPD0dGRhQsX4uPjg5WVFa9evWLfvn1YWFhofNHOLHU9h4xuHiIjIzV+f/umUC29Nk3rnADKedHX12fWrFlMmDBBqUlQpUoVLC0tadOmDd9++226sb3v9fOh0jqWgYEBwcHBBAUFcfPmTSIjI3nw4IGSZFK/34iICOB/N1hvqlixosbUkO9zfrKidOnSGtfynDlzaNmyJaamppw6dYoJEyYwduxYzMzMmDZtGmPGjElVr+JNt2/fBqBSpUqp1hkaGlK2bFllG3j9NNnPz4/9+/fTo0cPbty4wfnz5+nVq5fyoa9ug65du6b7um+3wdvX4rtUqVIl1bKvv/6aI0eOEBERoXG8t4+dlfgKFiyIjY0NAQEBPHr0iCJFiii1YrI6ZOF9/f777wwcOJBHjx7Rs2dPxo4dm+l9337v6nOU3t+++prP6LooU6YM+fLlUz431d7+3ID/9bTITJK6UKFCqZIx6iEI6sKpNWvWZODAgaxatYpBgwaRJ08eatasSZMmTXB0dEyzRoQQ4uPS0/vgWcI/iK6ujsZ/tU3aQ5O0x+cvISGBkydPMmzYMI3ltra2rFmzhjNnztCoUSONdeqh3+qaY2rqhxYREREYGxvz119/YWRk9F73QOLj+KDkQd26dbl+/Tpnz57N8MnflClTePbsGaNGjXrnjAvqL4lvJyPSyyZltrtNek/43rV/RvGqEwxvxpqQkJDhtllVrFgxmjRpQkhICLGxsZw+fZro6GicnJze63jJyckYGhqybNmydLd5s94EpF9Y7UPOibW1NY0aNeLo0aOEhYVx8uRJPDw8WLduHRMnTkz1lF7tfa+fD/V2GyQkJNC7d29OnTqFqakp1apVw97enm+//ZbQ0FBWrlyZ6hjx8fEaT2Eh9ft5n/PzvoKCgrhw4YLyBNjb25uyZcsq4/v79OnD2LFjiYqKolixYmkeIzPn481z0aBBA0qVKoWPjw89evRQbqTfHBag/ltZsmQJRkZGaR5X/QRZLaPif2lJ6/pQXztvX9dvJwOzGp+Liwv79u1j//79dO3aFV9fX2rUqJFuAuxjOnToEKNGjSI+Pp7Ro0dnuRfU+/6Nv+u6SE5OTnUOPrTr5NvnKT3ff/89rq6uHD58mPDwcE6dOsVvv/3GihUrWLdu3Ttr+AghPkzhwml/bma3ggWzNvzvU5H20CTtkb0+xawKERERvHr1Sul5rKZ+iHbjxo1UyYOyZcsybdq0VMcKCgoiT548yrH++usvChUqxLBhwzh27BjJyck0bdqUiRMnpvtdVXxcH5Q8aN26Ndu3b2fz5s3pJg+ioqLw9PTE0NCQn3/+WXkS9ObT1jddu3YNlUqVY54AlStXjn/++YfIyMhUvQ/U76FUqVLA6z+KW7dupeqJ8eTJk0x1u02Ps7MzISEhBAcHc+zYMYyMjLC1tX2vY5UpU4YbN25QuXLlVE/6/vrrL6KiorI8nj6r4uLiuHLlCmXKlKFFixa0aNFCef1u3bqxdOnSdJMH6kyjtq8ff39/Tp06Re/evVM9yfXy8tL4Xf1h+c8//6Qan3Xz5k2N37Pr/CQlJTFv3jw6duxIuXLlgNd/q28+UVb3lrl//366H8jqfa9du5Zq3YsXL4iMjNTocaGjo0O7du1YunQpN27cYO/evZiZmWkUVS1Tpgzw+kn02zdyt27d4p9//kmVhMmqmzdvpuoJ8s8//6Cnp6e8p/RkNb769etTunRp/Pz8MDEx4d69e1meZeF9BAQEMHLkSHR1dZk/f77G0K9P7c3r4u3ioxEREbx8+TJVAig7PHz4kKtXr1KnTh3at29P+/btSUlJwcfHh3HjxuHh4cHixYuzPS4hcpOYmGdafX1dXR0KFjQkNvYFSUnv92DnYylc2Eja4w3SHv+TXUmUjBL3VlZWGe4bFBSU5vKnT58Cr4cpv0n9wOXNWfEycvDgQby8vOjatStffPEF8HrYwoMHD+jQoQPdu3fn+vXrLF68GDc3N7y8vD74+6F4tw/qk1O3bl1sbGw4ePAgq1evTrU+Li6OYcOG8erVK2X8s7GxsTIu/e1pBsPCwvjtt9+wsLDIMdUy1Tfpixcv1nia9uzZM1avXo2urq7Sxdze3p7nz5+zfv16jWNk1O37Tbq6umn2UGjWrBlFihQhICCA0NBQ7O3tM3UD+fYQjDffz6JFizS2jYuL4/vvv2fw4MEa0+t9CleuXKFLly6pnq5XrlyZAgUKZDhm6VNeP+qn15npJaKe6vDt7u+3bt1SamAkJiYC/6ursWrVKo1jh4WFceXKFY39s+v8eHp6cv/+fQYNGqQsK1GiBJGRkRpDdoAMEzGNGjUif/78bN68OVWdieXLlxMfH58q0eXk5IRKpWLevHlERkam6r6vnk3C3d1daUN43fV8woQJDBgwIM26Jlmxdu1aja7w58+f59ixYzRu3Fj5Byo9WY1PpVLh5OTE77//zsaNG8mbNy+tW7f+oPjf5fLly4wdOxY9PT1WrVqVrYkDeD0WUVdXl9WrVyt1BeB1j4SFCxcCvNesIZD+52Rm7N69m549eyp1SOD1+VEngbLag0UIkXWJicla/VHfECYlaTeOxMRkaQ9pjwzbIjvoqFTp/ryvd/0bnZmeggcOHGDkyJHUrl1bKfYM8NNPP7Ft2zYGDBhAnTp16NixI4sXL+bmzZtKb1bxaX1wZYlffvmFJ0+eMHfuXPz9/WnRogXGxsbKSXz06BEdO3bUmF5s6tSpdOnShb59+9KxY0cqVarE1atX2blzJ4UKFdKoYK5tbdu2JSAgAG9vb+7du4eVlRUvXrxgz5493L59m9GjRytPw3v06EFAQADz5s3jn3/+oUaNGpw5c4bg4OBM3ewXKVKES5cu4eHhQa1atZQvtHny5KFt27bKjA2ZHbKgfors6+tLSkoKjo6OODk5ERAQwK5du4iIiMDKyorExER27drFzZs3GTNmzCd/al+rVi0aNmzI9u3biY2NxcLCgqSkJPz9/YmMjNSYgSEtn+r6Udc12LZtG1FRURnOztC4cWPmzZvHrFmziIyMpFixYly9epU9e/agvqFUZ17Nzc1xdXVVpqK0tbXl7t27bNmyhSJFimjcdGf1/KgL8WUU69tevHjB4sWL6dWrl0YthzZt2rBr1y7GjBlDzZo1WblyJY0aNcrweihQoABTp05l3LhxODg40LFjR4oUKUJ4eDhBQUFUq1ZNY9YIeP3kvn79+hw8eBBDQ8NUN7YNGjTAxcWF3bt306FDB1q1aoW+vj6+vr5cuHCBLl26pJq6NKvOnz+Pm5sbLVu2JCoqis2bN1OoUCEmTpz4zn3fJz4nJyeWLl3KoUOHcHBw0MjGnzt3jtu3b1OrVq2PNoZv1qxZxMfH06xZM6KiojQKNqpZW1unO+ziQ5UrV47vv/+eefPmKZ876qkaT506xXfffZeqsGxmpfc5mRnt27dn27Zt/PDDD8qUlTExMezYsYM8efLg5ub2XjEJIYQQn6OMcgTp9Sx4F3Wh5WfPNHuRqHscvN0j4W3r169n9uzZWFhYsHTpUo2prt8s1K5Wu3ZtChQooBRTFJ/WBycPChYsyNq1a/Hz88PLy4tt27bx6NEjjIyMqFmzJq6urjRt2lRjn0qVKuHp6cnSpUsJDAxkx44dFC1aFBcXFwYOHJhjhizA6ydRy5YtY8OGDXh7eyvznpuamjJ58mSaNGmibKuvr8+mTZtYsmSJUhSuatWqrF69mpEjR77ztUaOHMnUqVOZP38+Dg4OGl+KXVxc8PDwoEKFCtSqVStTsTds2JDWrVsTFBTExYsXqVOnDl999RUrVqxgw4YN+Pj4KO+nYsWKuLu7K0MIPiWVSoW7uzseHh74+/srU2tWrVqVuXPnakzjl5ZPdf04ODgQEhLC4cOHOX78ODY2NuluW7FiRVatWsXixYuVpE7JkiXp2rUrdnZ2ODo6cvToUaX6+5QpU6hUqRJbt25l9uzZlChRgokTJ3L69Gn27t2rHFdXVzdL50c9ZCIryYMNGzaQnJxMz549NZbXq1ePGTNmsHLlSkJDQ7G0tGTy5MnvPJ6DgwMlS5Zk1apVbNy4kYSEBOXmsVevXhof+mouLi4cP34cW1vbNP8RmTFjBmZmZuzYsQN3d3d0dXWpUKECM2bM0KiP8L5mzpxJYGAg8+fPx8DAABsbG4YPH55mYdS0ZDW+UqVK0bBhQ8LCwlL1tNixYwdeXl7MnDnzoyQPXrx4wYkTJwA4fPhwmlPXwuus/qdKHgD069ePr7/+mvXr1ys1QL766iumTJlC586dM12j4G0ZfU6+y5dffsmWLVtYtmwZhw4dYtu2beTLl4/atWuzYMGCD05KCSGEEJ+TT1HzoFy5cujq6nLr1i2N5eoerW8OVX1TSkoKP//8M5s2baJ169bMnDlTYxj406dPCQwMpEaNGho9f5OTk3n16lWO6bX+X6dKeVdlK5EjXL9+HXt7+/cqeib+u548eYKlpSUXL17UdiifBXd3d5YsWcK6devSnYJUiPfx9/W72g4hx6hSsRSxj59qO4wco2ChAvx24Ya2w8gR6tT4iocPtXtt6OnpKGPrs7N7eFqKFi0g7fEGaY//KVq0wLs3+ghOnLue7rr65mnf5GdGt27diI+PZ/v27UpdhV9//ZUdO3Zw9OjRNHtkz5s3j1WrVtGzZ0/GjRuXqh5DfHw8FhYWWFtbM2/ePGX5oUOHGDx4MOvXr081jbv4+GRCzM/E+vXrMTAwyLbp3UTOl5yczOrVq6lbt662QxFCCCGEEJ+ZD53pKD0DBw6kZ8+eDB8+HGdnZ86dO8fatWsZNWoUhoaGxMXFce3aNcqVK6dMwbh69WpMTU2xs7Pj999/1zhepUqVyJ8/P3379sXd3Z0vv/ySpk2b8vfff+Pu7o6VlZUkDrKJJA9ysGfPnjFhwgTi4uIIDw+nV69e0iVHKFQqFQULFmTu3LnaDkUIIYQQQnxmPsGoBeB1fSh3d3cWL17M4MGDKV68OGPHjqVXr14A/Pnnn3Tr1o2ZM2fi5OTEgQMHSElJ4eLFi3Ts2DHV8TZu3Ei9evUYNGgQxsbGbN26lW3btlGoUCE6derE0KFDP80bEalI8iAHMzIy4sqVK0RFReHs7MyIESO0HZLIQVQqFf369dN2GEIIIYQQ4jP0qXoewOuZl9KrH1avXj2NGceGDx/O8OHD33lMHR0dunTpQpcuXT5anCJrJHmQw6mn/RNCfLihQ4dKdloIIYQQgk9TMFH8t0nyQAghhBBCCCFyGZ1P2PNA/De931xZQgghhBBCCCGEyDWk54EQQgghhBBC5DLS8UBklSQPhBBCCCGEECKXkZoHIqskeSCEEEIIIYQQuYzUPBBZJckDIYQQQgghhMhlPuVUjeK/SZIHQgghhBBCCJHLSM8DkVWSPBBCCCGEEEKIXEZqHoiskuSBEEIIIYQQQuQy0vFAZJUkD4QQQgghhBAil5FhCyKrJHkghBBCCCGEELmMSoYtiCyS5IEQQgghhBBC5DLS80BklSQPhBBCCCGEECKXkeSByCpJHgghhBBCCCFELqOS5IHIIlVKSkqKtoMQQgghhBBCCJF9Iu/+m+660qW+zMZIxOdCeh4IIYQQH+jEuevaDiHHqG9ekZfPnmk7jBwjr5ER12/c03YYOULFr0rScmKQtsPIMfx/seLhw6dajUFPT4fChY2IiXlGYmKyVmMpWrSAtMf/K1q0QLa8jgxbEFklyQMhhBBCCCGEyGUkdyCySpIHQgghhBBCCJHL6MhUjSKLJHkghBBCCCGEELmMDFsQWaWj7QCEEEIIIYQQQgiRs0nPAyGEEEIIIYTIZWSqRpFVkjwQQgghhBBCiFxGah6IrJLkgRBCCCGEEELkMtLzQGSVJA+EEEIIIYQQIpeRgokiqyR5IIQQQgghhBC5jOQORFZJ8kAIIYQQQgghchkZtiCySpIHQgghhBBCCJHLyLAFkVWSPBBCCCGEEEKIXEZyByKrdLQdwPsICQlh2LBhNG/enOrVq1OvXj169+7NoUOHtB2a1iUmJmJiYoKbm5uybPz48ZiYmHDr1i2NbW/evPlRXzs+Pp779+9/1GN+brZv365cl40bNyYhISHdbWNjY4mOjs622Dp37oyJiUm2vNamTZuwtLSkbt26jBgxIs33uWXLFurXr09cXFy2xCSyJjIyEhMTkzR/mjdvru3whBBCCPGBVKr0f4RIy2fV8yAuLo6JEycSGBjIN998g5OTE8WLF+f+/ft4e3szePBgunfvzsSJE7Udao7SsWNHGjRowJdffqksmzJlCuHh4QQFBX2U17h48SJDhw5l2LBhODk5fZRjfm4uX77M1KlTKVOmDBMnTiRfvnzo6+unuW1oaChjx45l8eLF1KtXL5sj/bTOnDnDjBkzaN26NTVq1GDlypVMmDCBlStXKts8e/aMZcuWMWDAAPLnz6/FaEV6Ll++DECvXr2oWrWqxjojIyNthCSEEEKIj0jFp8sShIWFsWDBAq5du0aRIkVwdXWlV69eGdZZ2LdvH8uXLyciIoLSpUvTr18/2rVrp7HNxYsXmTNnDn/88QdGRkY4OTkxZMiQdL9zi4/rs0oe/PDDDwQGBjJq1Cj69eunsa5///7069ePDRs2UL58eVxdXbUUZc5jbm6Oubm5xrLDhw+jp/fxTv/ly5e5d+/eRzve50h9s9WtWze6dOmS4bZnz57l8ePH2RBV9vP29qZo0aLMmTMHXV1d9PT0mD59Ov/++6+SwPLw8MDAwOCd7SS0R309d+zYkQoVKmg3GCGEEEJ8dJ+qh8H58+cZMGAALVu2ZPjw4Zw5c4Zff/2VpKSkVPdwaoGBgYwePZpu3brRuHFjDh06xPjx49HX16dVq1YARERE0LNnT8zMzFi4cCHXr19nwYIFPH78mOnTp3+aNyM0fDbJg7CwMAICAmjRokWaF52+vj6//PILNjY2bNq0iS5dukgFUZGtXr16BUCBAgW0HIl23bt3jzJlyqCrqwtA+fLlAbh79y5ffvkl//77Lx4eHvz444+SJc7Brly5Qt68eSlXrpy2QxFCCCHEZ8Td3Z1vvvmGX3/9FYAmTZqQmJjIihUr6NatG3nz5k21z/z587Gzs1N6kDdu3JgnT56waNEiJXmwevVqjIyMWLZsGfr6+jRt2pS8efPy008/MWDAAEqVKpV9bzKX+mxqHnh7ewNojOV/W6lSpfD19WXv3r0aiYP79+8zadIkmjRpQvXq1WnSpAmTJk1KNT7fzc2N1q1b88cff9CzZ0/Mzc2xsLBg3LhxxMbGcvnyZXr16oW5uTmWlpZMmTJFY7y2u7s7JiYmXL16lfHjx1OvXj3MzMxwc3Pj6tWrxMTEMHHiROrVq0edOnXo06cPN27c0IghKSmJTZs20bZtW2rUqEGtWrXo1q0boaGhqd5vdHQ0U6ZMwdLSkpo1a+Lm5salS5dSbfdmzYM7d+5gYmLCgwcPlDHN7u7uTJgwARMTEy5cuJBqfw8PD0xMTDh+/Hia7T5+/HgmTZoEoBxHLTk5WeP9qN/3mTNnNI6hbrvg4GDs7e2pXr06nTt3BsDExITp06ezb98+2rZti6mpKU2bNmXZsmWkpKQQEBCAo6MjNWrUwMbGhrVr12oc+8WLF8ycORM7Oztq1KhBvXr16N+/f6oY0pOZ66d58+ap2sDT0zPN47m5ubFixQrgdS8F9fjxjNogJSWFnTt30qVLF+rUqUO1atWwtLRk5MiRqWpZJCUlsXLlSmxtbTE1NaV169bs378/zVgye36y4ssvv+TJkyfK7zExMQAYGxsDsGTJEsqXL0+bNm3e6/jqbLaFhQXVq1fHzs6OJUuWEB8fr2zj6OiIubk5L168SLX/sGHDqFatGv/++6+ybO/evXTo0AEzMzPMzc1xdXUlODhYYz9PT09MTEzw9fXFxcWF6tWrY2trm+ZrwP/O56VLlxg1ahS1a9embt269O/fP9XfqZubG3Z2duzZs4eGDRtSs2ZN5syZk+n4Ll++jImJCRMmTEgVx+PHj6levToDBgx4R8tqunLlChUrVkRHR4eUlBSeP3+eqf1SUlKwtrambt26adb8GDBgAGZmZspnZ1auwZs3b/LDDz8odUXMzMxwdHRky5YtGtuNHz8eU1NTQkND+e677zA1NWXkyJEAXLp0iQEDBtC4cWOqV6+OlZUVM2bM+M/2BBJCCCGyU0JCAidPnsTGxkZjua2tLc+ePUvz3/c7d+5w8+bNNPe5deuWUqctLCyMpk2bajx8srOzIzk5mbCwsI//ZkQqn03PgwsXLqCnp4eZmVmG21WsWFHj9+vXr+Pq6kpcXBwdOnSgcuXKXLlyhd27dxMUFMTWrVv56quvlO0fPnxI9+7dadWqFXZ2dhw+fBhvb2/u3r3LlStXsLe3x87OjuDgYHbs2IFKpeLHH3/UeM2+fftSsWJFRowYwY0bN9i4cSMDBgwgX758lCpViuHDh3Pz5k02bdrE0KFD8fX1RUdHh+TkZIYMGUJwcDD16tVj1KhRPHv2DE9PT/r168f48ePp2bMn8Lr+Q6dOnbhz547yvk6cOEGPHj0ybB9jY2PmzJnDzz//jI6OjnKjGxcXh6enJz4+PtSoUUNjHy8vL0qXLk39+vXTPGbHjh3R1dVl9+7ddOzYkdq1ayvrRo0ahZ+fH7a2tnTo0IEnT57g6emJm5ubkmF80+jRo3F2dsbV1ZU8efIoy4ODg9m3bx9du3alQ4cObN++nUWLFnHhwgXOnTunLN+2bRtz5syhZMmS2NvbAzBy5EjCw8NxdXXl66+/5t9//2XLli10796d3bt3pxrP/abMXj8TJ04kJCREow1q1aqV5jEHDBhAgQIFCAoKYsCAAZiamr6zDX7++Wc2bdqEjY0NI0eOJCUlhTNnzuDn58e5c+c4cOCAsu2oUaPw9/enadOmdOvWjRs3bjBu3DiN9nzf85MZDRs2xMvLC09PT8zNzdm8eTOVKlWiVKlS3Lhxg127drFixYr36hnk5+fHqFGjMDY2pmvXrhQpUoSwsDDc3d05evQoGzZsIG/evDg7OzNjxgwOHTqkkaR48uQJISEhNGnSRBlC8euvv7JmzRoaNWrEyJEjiY+PZ//+/QwcOJAJEyak+puaOnUqNjY2uLi4EBcXh6GhYYYxDxkyBCMjI4YMGUJsbCwbN26kS5cubNq0SePc37t3jzlz5tC7d28A5bMuM/FVrVqVatWqceDAAaZNm4aBgYFy3P379/Pq1SucnZ0z3c7Pnz/n9u3bfPvtt/Tr148TJ04QHx9P6dKl6dWrF127dk13X5VKRbt27Vi8eDEhISHY2toq6x49esTRo0dp3bq1Uusis9dgREQELi4u5M2bl06dOlG8eHGioqLYvXs306dPR1dXl06dOimvlZiYyOjRo+natSuFChWiRIkSRERE0L17d4oWLUrPnj0pUKAAv//+O5s3b+bChQvKZ7oQQgiRG3yKf/EiIiJ49epVqiGP6p6oN27coFGjRhrrrl+/DpDhPiVKlCAyMlLjvg1e39vkz58/1QNZ8Wl8NsmDqKgoChUqlOVuztOnTycmJob169fToEEDZXnz5s3p27cvU6ZMYdOmTcryx48fM3LkSPr37w+Ak5MTlpaWnDp1iokTJ9K9e3cAnJ2dadKkCYcPH071mhUrVmTNmjXKl9Dbt28THByMtbU1S5cuVba7f/8+gYGB3Llzh3LlyuHr60twcDCOjo7MmjVL2b9bt244Ozvz66+/YmVlRbly5fDw8ODWrVvMnj0bR0dHAFxdXZk9ezYeHh7ptke+fPlo27Yt8+bNQ09Pj7Zt2yrrKlSowP79+xk/frxyo3np0iX+/vtvhgwZku6XanNzc65du8bu3bsxMzNTjunn54efnx9jxoyhT58+yvbdu3fHxcWFadOm0bRpU42bL2tra3744YdUr3Hv3j22b9+u1G4wNzenXbt2hIaGsnv3bqpVqwZAnTp1aNOmDSEhIdjb2xMdHU1wcDCdO3dm3LhxyvHq16/P+PHjuXjxYobJg8xeP9bW1sTExKRqg7Q0atSIU6dOERQURMOGDVMVTHy7DWJiYti2bRvfffcdS5YsUZa7urqSlJREQEAAly9fxtTUlBMnTuDv74+TkxMzZ85UtrW0tFSuabX3OT+Z0bp1a8LCwpSn4CVKlGDJkiXo6OiwYMEC6tSpQ+PGjbN0THidMJs6dSpffPEFvr6+FClSRGmHuXPnsnr1atasWcOQIUNo06YNc+bMwcfHRyN5sH//fhISEpQb6QsXLrBmzRq6dOnC1KlTle169OhB7969mTt3LnZ2dpQoUUJZV61aNY1eAe+SP39+duzYobSjtbU1Li4uzJw5k61btyrbvXz5ksmTJ+Pi4qIsy0p8zs7OTJ8+naCgICVxBq97bRUpUoRmzZplOuarV6+SnJzMlStX6NKlCx07diQ6Oppt27bx008/ERERkWYvBzUnJyeWLFmCt7e3RvJg7969JCYmKkVVs3INbt68madPn7J+/XqqV6+ubGtra0urVq0ICQnRSB4kJyfTtWtXhg8frixbu3YtsbGxrF27VkmStm/fHiMjI06fPk1UVBTFixfPdDsJIYQQ/1VWVlYZrk+v6PrTp08BUhXEVhdbTmuWLfWyjPZJ77jq7WT2ruzx2Qxb0NXVJSkpKUv7REdHc/LkSSwsLDRu/OD12BsLCwtOnTrFo0ePNNa9+cU7T548StarZcuWGvGUKVOGBw8epHpde3t7jRttdW+IN/eH/2XT1McICAgAXnerfnP//Pnz079/f5KSkggMDATg0KFDFCpUCAcHB41j9u3bN932eBdnZ2diYmI4cuSIsszLywuVSqUkKLJC3VXe1taW6Oho5Sc+Pp4WLVoQExPD6dOnNfZp2LBhmscqVaqURtFHdZuWK1dOSRzA/zKW6jbNnz8/BQoUIDAwkF27dvHw4UPgdfIhMDCQ9u3bpxv/+14/H+rtNihcuDC//fYbc+fO1VgeGxur3JCqPzDV05V269ZNY9tmzZpRuXJljWXvc34yQ0dHhzlz5hAcHMyePXs4ePAgpqamnD9/ngMHDjB69Gjg9TCA1q1bY2lpyZgxY945bWV4eDixsbFKj4M3DR48mLx58+Ln5wdAoUKFsLa25tixY8o5B/Dx8eHLL79UbqT37dsHoCSa1D9Pnz7F3t6eV69eERISovFa6fXASU///v01EjDqISdnz57VGDoBqc99VuJr06YNBgYG+Pj4KPv/888/XLhwAQcHhzR7nqSncOHCDBs2jBUrVjBx4kSsrKxo3749O3fupFq1amzYsIFr166lu3/JkiVp2LAhR48eVYatwOvPkzJlymBhYQFk7RocP3484eHhGomD5ORkEhMTgbS/jLzdniVLlgRgwYIFHDt2TBlWMWHCBDw9PSVxIIQQIpdJyeDn/SQnJ2e4Xkcn9e1nZvZ51zbSczB7fDY9D4oXL86NGzdISEjIdO+DO3fukJKSkuqmSa1y5cqcOnWKO3fuaNyMFC1aVGM7deG3t5erxwK/7c0pEd/c/+3l6j8e9R/D7du3yZcvH6VLl04zVvV7gtddgr7++utUf4DGxsbK2PKscnR0ZOHChfj4+GBlZcWrV6/Yt28fFhYWlC1bNsvHU3cfsra2TnebyMhIjd/fvilUS69N0zongHJe9PX1mTVrFhMmTFBqElSpUgVLS0vatGnDt99+m25s73v9fKi0jmVgYEBwcDBBQUHcvHmTyMhIHjx4oHxQqt9vREQE8L/E1JsqVqzI1atXld/f5/xkRenSpTWu5Tlz5tCyZUtMTU05deoUEyZMYOzYsZiZmTFt2jTGjBmTql7Fm27fvg1ApUqVUq0zNDSkbNmyyjYALi4u+Pn5sX//fnr06MGNGzc4f/48vXr1UmYaUbdBRt3w326Dt6/Fd6lSpUqqZV9//TVHjhwhIiJC43hvHzsr8RUsWBAbGxsCAgJ49OgRRYoUUWrFZGXIArxOyg0ePDjVcj09Pbp06cIPP/xAWFhYmudCzcXFhbCwMPbv30/Xrl25fPkyly9fZujQocp1m5VrUKVSkZiYyJIlS/jjjz+IjIzk9u3bSq2LtL5UvP23ZGtri7OzM56enhw7doy8efNSu3ZtmjZtiqOjI1988cU7WkYIIT4uPT3tPsfT1dXR+K+2SXvkHO87nbu6cPizZ880lqfXuyCz+6j3e3sb9Xa5vWB5dvlskgd169bl+vXrnD17NsMnf1OmTOHZs2eMGjUqzRv7N6l7MrydjEhvCsPMZrTSe8L3rv0zilf9xfjNWNMqRvbmtllVrFgxmjRpQkhICLGxsZw+fZro6Gili3FWJScnY2hoyLJly9Ld5u1xS+qkwNs+5JxYW1vTqFEjjh49SlhYGCdPnsTDw4N169YxceLEVE/p1d73+vlQb7dBQkICvXv35tSpU5iamlKtWjXs7e359ttvCQ0NZeXKlamOER8fT758+TSWvf1+3uf8vK+goCAuXLig9Azw9vambNmyyvj+Pn36MHbsWKKioihWrFiax8jM+XjzXDRo0IBSpUrh4+NDjx49lBvpN4cFqP9WlixZonSNe5v6abVaetdoetK6PtTXztvX9dvJwKzG5+Liwr59+5Qbdl9fX2rUqJFuAux9qBMcaf3j/SYrKysKFSqEj48PXbt2VXoxvTlfc1auwaCgIL7//nvy5s1LgwYNsLa2pnLlytSuXZsmTZqkue/b50pXV5dffvmFQYMGERISwrFjxzh9+jTh4eGsXLmS7du3y+wSQohsVbhw2p/t2a1gwawNUfxUpD2yV558H7+9y5Urh66ubqqC3uoHPG/Xp4P//Vt/69YtjQd76mNUrFgRIyMjihcvnuq4jx494tmzZ2keV3x8n03yoHXr1mzfvp3NmzenmzyIiorC09MTQ0NDfv75Z2UakDeftr7p2rVrqFSqHNNVtVy5cvzzzz9ERkam6n2gfg/qKUjKly/PrVu3UvXEePLkyQdVDXd2diYkJITg4GCOHTuGkZGRxpjlrChTpgw3btygcuXKqXoI/PXXX0RFRWV5PH1WxcXFceXKFcqUKUOLFi1o0aKF8vrdunVj6dKl6SYP1L0ttH39+Pv7c+rUKXr37s3YsWM11nl5eWn8ru5x8M8//2gUrgSUSrVq2XV+kpKSmDdvHh07dlRuzKKiojSesqt7y9y/fz/d5IF637S6y7948YLIyEiNHhc6Ojq0a9eOpUuXcuPGDfbu3YuZmZnGPy5lypQBXvdgebsY661bt/jnn39SJWGy6ubNm6l6gvzzzz/o6em980Y1q/HVr1+f0qVL4+fnh4mJCffu3cvyLAvwOlnh5eXF3LlzNYYLwf/aP63eLW/S19enTZs2bNq0icjISA4cOKDE9+b7y+w1OGvWLPT19dm/f7/GNZLW0LH0qHsrNGjQADc3N9zc3EhMTGT16tUsXLiQbdu2adRGEUKITy0mJuNE7Kemq6tDwYKGxMa+ICnp/R4+fSyFCxtJe/y/nJJEeR8GBgbUqVOHgwcP0rt3b+VBX2BgIAUKFEhVmB1ef6coU6YMgYGBGsO8Dxw4QIUKFZTvQ40aNeLw4cNMmDBBuf8JDAxEV1c3y8NKxfv5bPrk1K1bFxsbGw4ePMjq1atTrY+Li2PYsGG8evVKGf9sbGysjEt/e5rBsLAwfvvtNywsLN67m//Hpr5JX7x4scZT1mfPnrF69Wp0dXWV7r329vY8f/6c9evXaxwjo27fb9LV1U2zh0KzZs0oUqQIAQEBhIaGYm9vn6kbyLeHYLz5fhYtWqSxbVxcHN9//z2DBw/WmF7vU1AXfHv7yWblypUpUKBAuj0agE96/aifiGaml4h6zPjb3d9v3bql1MBQj/tWf+CuWrVK49hhYWFcuXJFY//sOj+enp7cv3+fQYMGKcvUFXPfHLIDZJiIadSoEfnz52fz5s2p6kwsX76c+Pj4VIkuJycnVCoV8+bNIzIyMlX3fXUlf3d3d6UNAV69esWECRMYMGBAlm5O07J27VqNei3nz5/n2LFjNG7c+J3d5LMan0qlwsnJid9//52NGzeSN29eWrduneWYy5Urx507d1i3bp3G8kePHrFu3ToKFSrEd999987jqHt5LF68mLt376bqxZSVazAmJgZjY+NUSQb1vweZqYmzfPlyevTowe+//64s09PTU77IZLVXiRBCfKjExGSt/qhvkJOStBtHYmKytMdbbfE5GzhwIL///jvDhw8nNDSUhQsXsnbtWqUOVFxcHOfPn9eodzV48GD8/f2ZNm0aR44cYerUqfj7+2sUPu7Tpw+PHj2iT58+hISEsG7dOmbOnEmHDh2UB6zi0/pseh4A/PLLLzx58oS5c+fi7+9PixYtMDY25ubNm3h7e/Po0SM6duyozIgAr6dV69KlC3379qVjx45UqlSJq1evsnPnTgoVKqRRwVzb2rZtS0BAAN7e3ty7dw8rKytevHjBnj17uH37NqNHj1aehvfo0YOAgADmzZvHP//8Q40aNThz5gzBwcGZutkvUqQIly5dwsPDg1q1ailPNfPkyUPbtm2VGRsyO2RB/RTZ19eXlJQUHB0dcXJyIiAggF27dhEREYGVlRWJiYns2rWLmzdvMmbMmE/+1L5WrVo0bNiQ7du3Exsbi4WFBUlJSfj7+xMZGfnOp4yf6vpRj8Xetm0bUVFRGc7O0LhxY+bNm8esWbOIjIykWLFiXL16lT179qC+oVRXoDU3N8fV1VWZitLW1pa7d++yZcsWihQponHTndXzoy7El1Gsb3vx4gWLFy+mV69eGuPP27Rpw65duxgzZgw1a9Zk5cqVNGrUKMProUCBAkydOpVx48bh4OBAx44dKVKkCOHh4QQFBVGtWjWNiv3w+sl2/fr1OXjwIIaGhhrFUOH10AYXFxd2795Nhw4daNWqFfr6+vj6+nLhwgW6dOmSZoY8K86fP4+bmxstW7YkKiqKzZs3U6hQISZOnPjOfd8nPicnJ5YuXcqhQ4dwcHDQGFt47tw5bt++Ta1atTKsY9K6dWu8vb0JDAykV69eWFlZERMTw/bt23ny5EmGwyjepJ5C0tvbm/z58ys9f96MNbPXoJWVFd7e3gwcOJDvvvuOFy9ecODAAc6ePYu+vj6xsbHvjKdHjx74+fnRr18/OnXqpBS93bp1KwUKFKBDhw7vPIYQQgghMtagQQPc3d1ZvHgxgwcPpnjx4owdO5ZevXoB8Oeff9KtWzdmzpyp3Gs4OTmRkJCAh4cHe/bsoWzZssyePVvju1vFihXx8PBgzpw5DBs2jMKFC9OjRw+GDRumlfeZG31WyYOCBQuydu1a/Pz88PLyYtu2bTx69AgjIyNq1qyJq6srTZs21dinUqVKeHp6snTpUgIDA9mxYwdFixbFxcWFgQMH5pghC/D6qdeyZcvYsGED3t7ezJ07F0NDQ0xNTZk8ebLGuF59fX02bdrEkiVLlKJwVatWZfXq1YwcOfKdrzVy5EimTp3K/PnzcXBw0OgS7eLigoeHBxUqVKBWrVqZir1hw4a0bt2aoKAgLl68SJ06dfjqq69YsWIFGzZswMfHR3k/FStWxN3dPdWNxKegUqlwd3fHw8MDf39/ZWrNqlWrMnfuXI1p/NLyqa4fBwcHQkJCOHz4MMePH8fGxibdbStWrMiqVatYvHixktQpWbIkXbt2xc7ODkdHR44ePUqrVq2A13U/KlWqxNatW5k9ezYlSpRg4sSJnD59mr179yrH1dXVzdL5UQ+ZyEryYMOGDSQnJ9OzZ0+N5fXq1WPGjBmsXLmS0NBQLC0tmTx58juP5+DgQMmSJVm1ahUbN24kISGBcuXK8f3339OrVy8MDAxS7ePi4sLx48extbVNs0jPjBkzMDMzY8eOHbi7u6Orq0uFChWYMWOGRn2E9zVz5kwCAwOZP38+BgYG2NjYMHz48DQLo6Ylq/GVKlWKhg0bEhYWlqqnxY4dO/Dy8mLmzJkZJg90dHRYsWIFa9euxcfHh5kzZ5IvXz5q1arF4MGDMTU1zfT7d3Fx4c8//6RVq1bKUDK1rFyDU6ZMoVChQhw4cIDw8HCMjY2pUqUKGzduZMeOHezfv5+IiIgM31elSpXYsmULy5cvVxLOhQoVokGDBgwePFjqHQghhBAfiY2NTbrfb+vVq5eqRyxAp06dNKZdTkudOnXYuXPnR4lRZJ0q5V1VyESuc/36dezt7Rk9evQHTf0o/luePHmCpaUlFy9e1HYonwV3d3eWLFnCunXr0p2CNDfYtm0b06ZNY9euXR/ciyMnO3HuurZDyDHqm1fk5TsKauYmeY2MuH7jnrbDyBEqflWSlhPfr4L7f5H/L1Y8fPhUqzHo6ekotQa03V2+aNEC0h7/r2hRmTlA5EyfTc0DkX3Wr1+PgYFBlqd3E/9dycnJrF69mrp162o7FPEZSUhIYOvWrVSrVu0/nTgQQgghhMgNPqthC+LTefbsGRMmTCAuLo7w8HB69eqVYwpJCu1TqVQULFiQuXPnajsU8Rk4e/YsW7Zs4e+//+bvv/9m+fLl2g5JCCGEEEJ8IEkeCACMjIy4cuUKUVFRODs7M2LECG2HJHIQlUpFv379tB2G+EwYGRkRHh6OSqViwoQJNG/eXNshCSGEEEKIDyTJA6FQT/snhPhwQ4cOZejQodoOQytMTEw4ceKEtsMQQgghhBAfkdQ8EEIIIYQQQgghRIYkeSCEEEIIIYQQQogMSfJACCGEEEIIIYQQGZLkgRBCCCGEEEIIITIkyQMhhBBCCCGEEEJkSJIHQgghhBBCCCGEyJAkD4QQQgghhBBCCJEhSR4IIYQQQgghhBAiQ5I8EEIIIYQQQgghRIYkeSCEEEIIIYQQQogMSfJACCGEEEIIIYQQGZLkgRBCCCGEEEIIITIkyQMhhBBCCCGEEEJkSJWSkpKi7SCEEEIIIYQQQgiRc+lpOwAhhBDic3c7IkrbIeQY5coWI+H5c22HkWPo58tHxJ2H2g4jRyhbpihjl4ZqO4wcY87gplQaFKztMHKMa8ua8/DhU63GoKenQ+HCRsTEPCMxMVlrcRQtWkBrry1ERmTYghBCCCGEEEIIITIkyQMhhBBCCCGEEEJkSJIHQgghhBBCCCGEyJAkD4QQQgghhBBCCJEhSR4IIYQQQgghhBAiQ5I8EEIIIYQQQgghRIYkeSCEEEIIIYQQQogMSfJACCGEEEIIIYQQGZLkgRBCCCGEEEIIITIkyQMhhBBCCCGEEEJkSJIHQgghhBBCCCGEyJAkD4QQQgghhBBCCJEhSR4IIYQQQgghhBAiQ5I8+MTGjx+PiYmJxk/VqlWpW7cunTp1wtPTU9shpuvYsWOYmJjg7u6eqe1v3rz5aQPK4X777TecnJwwNTXFwsKCs2fPprttUlISERER2RbbggULMDEx4eTJk5/8tU6ePEmrVq0wMzOjc+fO/PXXX6m2+fvvv/n22285c+bMJ49HvJ/mzZun+uxS/9y5c0fb4QkhhBBCiGymp+0AcosBAwbw9ddfA5CYmMjjx48JDg5mwoQJ3L17lyFDhmg5wvcXGxtLv379qFChArNmzdJ2OFqRlJTEsGHDiIuLY8iQIRQqVIjKlSunuW1ERAQDBgzAzs6OoUOHZnOkn1ZcXBzDhg2jXLlyjBkzBk9PT/r27UtgYCBGRkbKdnPnzqVZs2bUrl1bi9GK9Dx9+pTIyEiaNWuGvb19qvXGxsZaiEoIIYQQQmiTJA+yScOGDalXr57Gsh49euDk5MTKlStxc3Pjiy++0FJ0HyYmJoZz585RoUIFbYeiNVFRUTx69Ahra2v69++f4bYRERFcu3YtmyLLXiEhITx+/JgtW7ZQqVIl6tWrR6tWrQgNDVVuQk+ePElYWBh79+7VcrQiPVeuXAHAysqKtm3bajkaIYQQQgiRE8iwBS3S1dWlQYMGJCQkcOvWLW2HIz5AQkICAAUKFNByJNp17949AMqVK6fx38jISABSUlL49ddfcXJyomLFitoJUryTOnmQXu8ZIYQQQgiR+0jyQMvu3r2Lnp4eZcqUUZY1b96c3r17s2LFCurUqUOtWrXYtGkTAC9fvmTJkiXY2dlRvXp1LCwsGDBgAOfPn0917Js3b/LDDz/QvHlzqlevjpmZGY6OjmzZsiXVtn/99RcDBgygbt261KlTh7FjxxIdHf3O+D09PWnRogUAXl5eqcbVHz16lG7dulGrVi1q1qyJk5NTqjoPJ0+exMTEhE2bNtGrVy+qV69OkyZNuHfvHm5ubrRu3Zo//viDnj17Ym5ujoWFBePGjSM2NpbLly/Tq1cvzM3NsbS0ZMqUKcTFxWkcf8uWLTg5OVGrVi3Mzc3p0KFDpmtNZKa9x48fn6oNxo8fn+bx3N3d6dmzJwBLlixRxo9n1AYAx48fZ+DAgTRs2JBq1apRt25dunfvzrFjx1K9RmBgIO3bt8fMzIwmTZqwePFikpKS0ownM+cnK7788kvg9VAWeN0rBaBIkSIA+Pv7c/Xq1fcernH//n0mTZpEkyZNlDaaNGkS9+/fV7b55ZdfMDEx4fTp06n237JlCyYmJgQGBirLLly4wIABA7CwsMDU1JTWrVvj4eGh0WZ37tzBxMSExYsXM2LECExNTWnYsCG///57mnGqz6enpyeLFi3C0tISMzMzXFxcNF4bXl8TJiYmBAcHY29vT/Xq1encuXOm43v16hUNGzbE2to6zVicnZ2pV6+ekuDKjMuXLwP/Sx48e/aMlJSUTO07YcIETExMuHDhQqp1Hh4emJiYcPz4cWVZZq/BuLg4Fi5cSJs2bTAzM6N69epYW1sza9Ysnj17pmzn6emJiYkJvr6+uLi4UL16dWxtbXnx4gXR0dH88MMPWFtbU716dRo1asT333/P1atXM902QgghhBC5lQxbyCZPnz5VbsZTUlJ4/Pgx/v7+HDhwgL59+6YaQ3z27FmuXr3KsGHDePz4MQ0aNODFixd0796d33//HWtra9zc3Pj333/Zvn07rq6uzJ07l5YtWwKvu8a7uLiQN29eOnXqRPHixYmKimL37t1Mnz4dXV1dOnXqBMDFixdxc3PDwMCAbt26UaBAAXx9fTl06NA731fdunUZN24cs2fPpk6dOnTo0EF5orxlyxZ++uknTE1NGTJkCDo6OgQFBTFhwgT++usvfvjhB41jzZ8/n7p16zJ58mTu3btHyZIlAXj48CHdu3enVatW2NnZcfjwYby9vbl79y5XrlzB3t4eOzs7goOD2bFjByqVih9//BGA9evXM3PmTFq1akWHDh149eoVXl5eTJgwgZcvX9KlS5d031tm27tjx45UqVJFow3UT9zfZmNjQ0JCAqtWrcLGxgYbGxuMjY2VJ/NptUFgYCDDhw/n22+/pV+/fhgZGXH16lV27dpF37598fb2Vm7ytm7dyo8//kiVKlUYPnw4z58/Z+vWrbx48SJVLFk9P5lRt25d8uTJw5IlS+jduzdr165FX1+fevXq8erVKxYuXEi3bt0oXrx4lo99/fp1XF1diYuLo0OHDlSuXJkrV66we/dugoKC2Lp1K1999RXOzs5s2LABX19f6tatq3EMLy8vChcuTPPmzQEICgpi+PDhlClThj59+pAvXz7Cw8OZPXs2Z8+exd3dHZVKpey/bt06TExMmDRpEjdv3uTbb7/NMOYlS5bw7NkzunbtipGRETt37mTYsGFMmTIFV1dXjW1Hjx6Ns7Mzrq6u5MmTJ9Px5cmTBwcHB9atW8fZs2epVauWcsxr167xxx9/4Obmhr6+fqbb+vLlyxQoUIA5c+bg7+9PbGwsBQsWpG3btowcOZJ8+fKlu6+zszOenp74+PhQo0YNjXVeXl6ULl2a+vXrA5m/BhMTE+nWrRt///03nTp1olu3bjx79gx/f3/WrVtHVFQU8+fP13itqVOnYmNjg4uLC3Fxcejr6+Pq6sqdO3dwdXWldOnSREREsHnzZsLCwvD396do0aKZbiMhhBBCiNxGkgfZZPDgwWkur127dppj5J8/f86yZcto0KCBsmzp0qX8/vvvDBo0iOHDhyvLO3XqhIODA5MnT8bS0pICBQqwefNmnj59yvr166levbqyra2tLa1atSIkJERJHsyePZvk5GS2bdumFHXs0qUL3bt3z3DGAICyZctiZWXF7NmzKVu2rDI++v79+8ycOZNmzZqxfPly5Qase/fujBs3jo0bN9KmTRuNmwtjY2OWL1+Orq6uxms8fvyYkSNHKu3k5OSEpaUlp06dYuLEiXTv3h14fdPSpEkTDh8+rOy7e/duKlasqHFj4ezsTIcOHZSnq+nx8PDIVHubm5tjbGycqg3SUrVqVaKjo1m1ahUmJiaptk2rDVasWMGXX37J5s2bNW7aypcvz/Tp0zly5AiVK1cmLi6OX3/9lcqVK7Nz504MDQ2V9nr7dd7n/GRG2bJlmTBhAjNnzmTbtm0YGBjw448/Urp0aTZv3syTJ0/o169flo6pNn36dGJiYli/fr3G30Xz5s3p27cvU6ZMYdOmTZiYmGBqakpAQACTJ09WbpqvX7/OxYsX6d69O3ny5OHFixf88MMPVKlShe3btyvbde3alYULF7J8+XL8/f1TFQxcs2YN+fPnz1TMjx49wtfXl/LlywPQoUMH2rRpw9y5c3FwcNAY5mJtba2RsMlKfC4uLqxbtw4fHx+N5IGXlxcALi4umW7n5ORkrl69yosXL/j333+ZPn06SUlJHDx4kE2bNnHx4kU2bdqUbjKiTp06VKhQgf379zN+/HglEXLp0iX+/vtvhgwZgkqlytI1GBoayp9//sm4cePo1auX8lqurq5YWVkREhKSKo5q1aoxZ84c5feLFy/y559/Mnr0aPr27assNzExYenSpfz55580a9Ys0+0khBBCCJHbyLCFbDJu3DjWrVvHunXrWLt2LQsWLKBr165cuHABZ2dn/v33X43t8+TJk+qpaUBAAHnz5k2VbChevDhdu3bl6dOnHD16FHjdlT48PFwjcZCcnExiYiKA0rU/JiaG3377DUtLSyVxAKCvr6/clL+PwMBAXr16RcuWLYmJiSE6Opro6GhiYmJo1aoVAAcOHNDYx8LCIlXiQO3NG7g8efIoN2PqnhbwuoZEmTJlePDggbKsRIkS3LhxA3d3d65fvw5Avnz52LdvH9OnT8/wPWSlvT+WtNpg165d+Pr6aiQOEhIS0NF5/eerPpfHjx/n+fPnuLi4KIkDgJIlS9K6dWuNY77P+cksV1dXjh49ys6dOwkLC8PJyYm4uDiWLl3KgAEDKFCgABcuXKBTp07Ur1+fbt26vTOREx0dzcmTJ7GwsNBIHAA0adIECwsLTp06xaNHj4DXCaLY2FiCg4OV7by9vZV1AOHh4cTExGBra0tcXJzSBtHR0cr1dvDgQY3XMjU1zXTiAKBt27bKtQqQP39+unTpwvPnz1NdOw0bNtT4PSvxVapUiZo1axIQEKAMT0hOTmbv3r1Uq1aNqlWrZjrmhIQEhgwZwrRp01i2bBktW7akdevWLFq0CDc3N86fP8/u3bszPIazszMxMTEcOXJEWebl5YVKpcLR0RHI2jVoZWXFyZMn6dq1q8br/Pvvv3zxxRc8f/6c5ORkjXXq3g1qxYoVQ1dXl507d7Jv3z6ePHkCvP5s2b9/vyQOhBBCCCHeQXoeZJNq1aqlmm3B3t6er7/+munTp7N8+XImT56srCtUqBB6epqn5/bt25QtW5a8efOmOr6627p6/nWVSkViYiJLlizhjz/+IDIyktu3bxMfHw+gfNG+c+cOKSkpGjc4apUqVXrv93vjxg0Axo4dm+426q76aurx8ml5uzux+gb77eU6OjoaY7MnTpzIoEGDWLJkCUuWLKF48eI0atSIFi1a0KxZM40u6W/LSnt/LGm1gZ6eHnfv3mXZsmVcv36dyMhI7ty5o5xD9X9v374NkOasF28XJ3yf85MVhQsXpnDhwsrva9aswdDQEFdXV2JjY+nduzdNmjRh4sSJrF+/nl69ehEYGJhuwUn1dZpeAb/KlStz6tQp7ty5Q5EiRWjdujWzZs3Cx8cHOzs7kpOT8fX1pXr16piYmAD/a4P58+en6vKeXhtkdI2mRf1ab1In6SIiIjSWq+tCqGU1PhcXFyZPnkxoaCg2NjYcO3aMBw8evHP2j7flzZuXPn36pLmue/fubNq0ibCwsAyH/Dg6OrJw4UJ8fHywsrLi1atX7Nu3DwsLC8qWLavx/jJ7Derr67Nr1y5Onz7N7du3uXPnDk+ePFH+hpOTk5WEGqQ+V8WLF2fSpEnMnj2bUaNGoaOjw7fffkvjxo1xdHTM1bPFCCFETqGnp93nmrq6Ohr/FUJokuSBljk4ODB9+nR+++03jeVvfglWy6hgmfoGUt2VOCgoiO+//568efPSoEEDrK2tqVy5MrVr16ZJkyap9k+rmNrbT/KyQr3vtGnT0kxMQOq54tN6z2pvJ1LUMrr5h9c3an5+fpw5c4YjR45w4sQJfHx8lEKP7u7u6e6blfb+WNJqg3nz5rFq1SrKlClDnTp1aNCgASYmJiQmJjJo0KBU26sTRG96+728z/l5X1FRUaxfv55p06ahr6+Pn58fsbGxjB49mpIlSzJ27FiaNm1KaGhoqh4S6cX/NnXxQPX5KFCgAC1atMDf35/o6GguX77M/fv3NW6k1cccMmQItWvXTvO4RkZGGr9ndI2mJa3rQx3r29f02z1Oshqfvb09v/zyCz4+PtjY2ODt7Y2BgUG6bfo+1AmONwsUpqVYsWI0adKEkJAQYmNjOX36NNHR0Tg5OSnbZOUajIiIwNXVlejoaCwsLLCwsKBLly6YmZkxderUVJ+fkLo94fVwLPXUoeHh4Zw8eZLly5ezevVqFi5ciI2NTeYaQgghxCdRuLDRuzfKBgULGr57IyFyIUkeaJn6C3RmbkrKlStHREQEL1++TPU0XF0tvFSpUgDMmjULfX199u/fT7FixZTt3uzSD6/HqOvo6PDPP/+ker0PmT5SPXtEwYIFU3XHjoqK4sKFC8oTyE8lMTGRv//+Gz09PerWrasMA3n06BEDBgzgwIED/P3331SpUiXN/bPS3p/K3bt3Wb16NbVq1WLDhg0aN6O+vr4a26pvwNI6lzdv3tT4PTvPz5IlSyhXrhwODg7K8eF/N6LqG0T1zBJpUceSXlX8a9euoVKpNAoxOjs7K4U/z549m+pGWt0GBgYGqdogLi6OsLCwDy6gp366/ib1+fnqq68y3Der8eXPnx9bW1v8/Px4+PAhhw4dwtrami+++CJLMYeGhjJz5kw6dOigUV8AXrczkO7N/pucnZ0JCQkhODiYY8eOYWRkhK2tbar3l5lrcMWKFTx48IBVq1bRtGlTjW0fPnyYqfcVExPD1atXqVq1Kg4ODsr1ePz4cXr37s3y5csleSCEEFoWE5NxcvpT09XVoWBBQ2JjX5CU9P4P0T5UTkmiCPE26ZOjZeqCZo0aNXrntra2trx8+ZKVK1dqLH/48CFbt27FyMgIS0tL4PUXZWNj41Q3P6tXrwb+9/SzUKFCNGzYkOPHj2tMP5iUlMT69esz9R7UiY83eyq0aNECHR0dVqxYkarS/6xZsxg8eDB//PFHpo7/vhITE+natSujR4/m1atXyvIiRYoosyGkV2MBstbeWZFWe6XnyZMnpKSk8NVXX2kkDl68eKFM36k+l40aNeKLL75gy5YtylSJ8DpZ4uPjo3Hc7Do/169fZ/fu3Uo3cXhdhwL+121fPdxCvTwtxsbGSl2DN6f5AwgLC+O3337DwsJCo7dEvXr1KFu2LPv37+fQoUPY2NhQsGBBZb2lpSVGRkZs3Lgx1bSkK1asYPjw4YSGhn7Au4c9e/ZoHDs2NpbNmzdTuHDhd/7Nv098Li4uJCQk8OOPP/LixQulvkNWVKpUidu3b7NlyxaNaU8TExNZtGgRAO3atXvncZo1a0aRIkUICAggNDQUe3t7jVocWbkG1VN+vp3oCwwMVJKc6U1Hqnb06FHc3NzYvn27xnJTU1P09PTS7d0khBAi+yQmJmv1R50wSErSbhxC5FTybSmbHDt2TGMu+oSEBE6cOIG/vz+lSpWid+/e7zxG7969CQkJYdmyZVy9epUGDRrw6NEjtm/fztOnT5kzZ45SVM/Kygpvb28GDhzId999x4sXLzhw4ABnz55FX19f4+Zy0qRJdOrUiZ49e9K1a1eKFSvG/v37lZu6dzE2NkZHR4dTp06xc+dOGjVqRIUKFRg6dCiLFi3C0dGRdu3aUbBgQYKCgggLC+O7776jRYsWWWzFrFGP3V60aBGurq7KzcvZs2fZt28f3333XapaAG/KSntnhXosdlBQEKVKlcrwaWelSpUoX7483t7e5MuXDxMTE6KiovDy8lKeuKrPpaGhIdOmTWPUqFE4OTnRsWNHUlJS2Lp1q1LxXi2r5yc8PJx///2XRo0aZWnc//z586ldu7bG0+ImTZrwxRdfMH78eNq1a4eXlxfGxsapnii/berUqXTp0oW+ffvSsWNHKlWqxNWrV9m5cyeFChVi6tSpGturVCqcnJyUG963ZxwoWLAgU6ZMYcKECTg4ONCxY0eKFSvGiRMn8PPzo0aNGhmO68+MFy9e4OLiQqdOnVCpVOzYsYOYmBgWLFiAgYFBhvu+T3x169alfPnyHDx4kFKlSmkUl4yIiODs2bOUK1cOc3PzdF+3dOnSDB48mMWLF+Pi4kKHDh1QqVTs3buXP//8kwEDBmS4v1qePHlo27YtHh4eABpDFiBr16CVlRVBQUH069eP9u3bo6+vz+nTp/Hz8yNv3ry8fPmS2NjYDHuK2NjYUKVKFRYtWkRERASmpqY8f/4cT09PEhISUvWyEEIIIYQQmiR5kE1WrFih8buhoSGlSpWia9eu9O3bV6O4XHry5cvH5s2bWbVqFf7+/hw+fJgCBQpQu3Zt+vTpg5mZmbLtlClTKFSoEAcOHCA8PBxjY2OqVKnCxo0b2bFjB/v37yciIoKyZcvy1VdfsXPnThYsWMDOnTtJSEigYcOGjBgxgm7dur0zLiMjI0aPHs3q1av56aefmDZtGs7OzgwaNIhKlSqxceNGVq1aRXJyMmXLlmXs2LG4ubll+NT/Yxk0aBDFihVjx44dLF++nOfPn1OuXDmGDx/+zoRNVto7KypVqkSPHj3Ys2cPP//8M2XKlEl32EqePHlYs2YNc+fOxc/Pj127dlGsWDHq1KnD4MGDcXV1JTw8nJSUFFQqFfb29hQuXJilS5eybNky8ubNS5s2bZRpHd9um8yenxUrVnDq1Ck2btyY6eTB2bNnCQoKYufOnRrLCxUqxMqVK5kxYwa//vorJiYmrFmzRqNXQHrt5unpydKlSwkMDGTHjh0ULVoUFxcXBg4cqDFkQc3JyQl3d3dKliyZqvo+vC7sV7JkSdasWcPGjRuJj4+nVKlSDBw4kN69e79XcuhN3bt3R6VS4eHhQUJCAjVr1mTWrFnUqVMnU/u/T3zOzs7Mnz+fdu3aaVxXp0+fZsKECbRr1+6dN/+DBw/mq6++YsOGDSxatAgdHR2qVKnC/PnzlZkQMsPFxQUPDw8qVKigMYWkWmavQWdnZ16+fMmWLVuYO3cuRkZGlCtXjunTp5OcnMyUKVM4evRoqgTFmwwNDVm3bh0rV64kNDQUX19f8uTJg6mpKatXr6Zx48aZfl9CCCGEELmRKuVdlciEEIL/Ffd836RJbnLy5Em6devGgAEDGDFihLbD0Zrr169jb2/P6NGj6du3r7bD+aRuR0RpO4Qco1zZYiQ8f67tMHIM/Xz5iLiTudoc/3VlyxRl7NIPGw72XzJncFMqDQp+94a5xLVlzXn48KlWY9DT06FwYSNiYp5pdfhA0aJpzz4lhLZJzQMhxDsdPnyYBw8epDtVohBpWb9+PQYGBu9Ve0EIIYQQQuQsMmxBCPFOjx8/ZsOGDammLhTibc+ePWPChAnExcURHh5Or169Ptq0n0IIIYQQQnskeSCEeCdHR0dthyA+E0ZGRly5coWoqCicnZ1z9bANIYQQQoj/EkkeCCHER1avXj2uXLmi7TC0JjAwUNshCCGEEEKIj0xqHgghhBBCCCGEECJDkjwQQgghhBBCCCFEhiR5IIQQQgghhBBCiAxJ8kAIIYQQQgghhBAZkuSBEEIIIYQQQgghMiTJAyGEEEIIIYQQQmRIkgdCCCGEEEIIIYTIkCQPhBBCCCGEEEIIkSFJHgghhBBCCCGEECJDkjwQQgghhBBCCCFEhiR5IIQQQgghhBBCiAxJ8kAIIYQQQgghhBAZkuSBEEIIIYQQQgghMqRKSUlJ0XYQQgghhBBCCCGEyLmk54EQQgghhBBCCCEyJMkDIYQQQgghhBBCZEiSB0IIIYQQQgghhMiQJA+EEEIIIYQQQgiRIUkeCCGEEEIIIYQQIkOSPBBCCCGEEEIIIUSGJHkghBBCCCGEEEKIDEnyQAghhBBCCCGEEBmS5IEQQgghhBBCCCEyJMkDIYQQQgghhBBCZEiSB0IIIYQQQgghhMiQJA+EEEIIIYQQQgiRIUkeCCGEEEIIIYQQIkN62g5ACCGEEO/nxYsX3L9/nxIlSmBgYICOTu59JhAfH8/p06eJjIykWbNmGBoaEh8fT9GiRbUdmlYlJSURFhaGrq4uDRs2zNXXiHgtKiqKYsWKARAREcG2bdvIkycPLi4ulC1bVsvRCSFyMlVKSkqKtoMQQgghROZFREQwY8YMwsPDSUpKwsPDA5VKxc8//8y0adOoXbu2tkPMVgcOHGDatGnExMQA4OHhwatXrxg8eDAjR46kZ8+eWo4we6SkpDB//nyuX7/OsmXLSEpKwtXVld9//x2Ab7/9lg0bNpA/f34tR5p9EhISuHbtGt9++y0AFy5cYO3atejp6dGtWzdq1qyp5Qizz5MnT+jfvz+vXr1iz549xMbG0rJlS6Kjo0lJSeGLL75gx44dVKhQQduhZptHjx7xxx9/0LRpUwAOHTrEihUr0NPTo3fv3tjY2Gg5QiFyFkk/CyGEEJ+Re/fu0aFDB44fP06tWrWU5cnJydy4cYM+ffpw+fJlLUaYvc6ePcuIESMoVKgQ/fv3V5YXK1aMUqVKMWfOHA4dOqTFCLPP+vXrWb16NU+fPgUgMDCQ8+fP891339GvXz+uXLnCihUrtBxl9rl37x729vZMnDgReP3EvXv37gQGBrJ//37c3Ny4ePGilqPMPkuWLOH333/HwsICAG9vbx49esTw4cOVhMqyZcu0HGX2uXbtGi1btmTu3LkA3Lp1i++//56//vqLv/76i+HDh3Ps2DEtRylEziLJAyGEEOIzsnjxYuLj4/Hy8mLhwoWoOxA2bNiQ3bt3o6+vz/Lly7UcZfZZvnw5pUuXZs+ePXTr1k1pj6pVq7Jnzx6++uor1q9fr90gs4mPjw8NGjRg48aNwOunqPr6+vz666+MGDGCDh06cPDgQS1HmX3c3d158OABjo6OwOub5RcvXjB79mwCAgIoVqwYq1at0m6Q2SgkJIT27dszbtw4AEJDQylYsCD9+vWjUaNGdO7cmePHj2s5yuyzdOlSkpOTGTx4MPD6+lD35AoPD6dy5cqsXbtWy1EKkbNI8kAIIYT4jBw9epTOnTtTsWJFVCqVxrqqVavSqVMnzp8/r53gtOD8+fM4OTlhaGiYqj3y589P+/btuXbtmpaiy163bt3Czs5OaYcTJ05Qs2ZNjIyMAPjmm2+4d++eNkPMVseOHcPV1ZUePXoAcOTIEb788kvatm1LhQoV6NChA7/99pt2g8xGDx48oEaNGsDr4Rxnzpyhbt26Sh2MEiVK8OTJE22GmK1Onz6Nm5sbdnZ2wOvP1pIlS1KvXj3y589Pu3btclXPFCEyQ5IHQgghxGfk8ePHlC9fPt31pUqVUsb+5wYJCQl88cUX6a7X09Pj5cuX2RiR9ujr6ys9Ly5dukR0dDT169dX1sfGxlKgQAFthZftHj16ROXKlYHXxUXPnz+vdNkHMDY25vnz59oKL9sVLlyYuLg4AM6cOcPLly9p2LChsj4iIoIiRYpoK7xs9+TJE6VAZGxsLJcuXaJevXrKeiMjI169eqWt8ITIkSR5IIQQQnxGSpQokeGT9PPnzyuV1HODr776ilOnTqW7PigoKMNky3/J119/TXBwMACenp6oVCqaNWsGQFxcHJ6enlSsWFGLEWavokWL8ujRIwCOHz9OYmKixs3y1atXc9VsHN9++y27d+/m4sWLrF69Gh0dHb777jvgdSHJHTt25KoCkiVKlODu3bvA614HKSkpNGrUSFl/8eLFXPVZKkRmSPJACCGE+IzY2Niwa9cuLly4oCxTd1P39fXF19dXuSHIDZydnQkICGDdunU8e/YMeN0ejx49YsqUKZw8eZK2bdtqOcrs4ebmxtGjR6lduzZbtmyhZs2aVKtWjYsXL2JnZ8c///xD9+7dtR1mtqlRowbbtm0jICCApUuXoqenx3fffUdiYiL+/v7s2rVL40nzf92wYcOIioqiQ4cOHDt2DCcnJ0qVKsXx48fp0KEDiYmJDBgwQNthZhsLCws2bdrE2rVrWbRoEXnz5qVp06Y8ffqUNWvW4OnpqSTfhBCvyVSNQgghxGfk6dOndOjQgYiICCpWrMjff/+NmZkZT5484caNG5QoUYI9e/ZgbGys7VCzRUpKCiNHjsTf319JouTNm5eXL1+SkpKCpaUlK1euRFdXV8uRZo8DBw7g6elJiRIlGDp0KEWKFOHq1asMGTKEwYMH4+DgoO0Qs01ERATdunVT6jwMGjSIYcOGcfz4cXr27EmJEiXYvHkzZcqU0XKk2SciIoKDBw9SokQJ7Ozs0NHR4e7duyxfvpwePXrkqp4p0dHR9OnTh0uXLqGrq8vkyZPp1KmTUgvBxMSEdevW5ZrPUiEyQ5IHQgghxGcmNjaW+fPn4+/vrxQ4y5cvH9bW1owePTpXdrX18/Nj//793Lx5k+TkZMqUKYOtrS1OTk5KQTjxevhC/vz5tR1Gtnn69CnHjh2jZMmSSrHAf//9l927d9O+fftcNcZ/1KhR2NnZYWNjo+1QcoT4+Hjy5MnDpUuXKFasmPK5+fjxY44ePYqNjQ158+bVcpRC5CySPBBCCCE+Y9HR0SQnJ2NsbJwrb5ITExPR09PTdhg5wq5du2jfvn26648ePcrkyZM5fPhw9gUlcowaNWowZswY3NzctB1KjtCyZUvat29Pr169tB2KEJ8N+ddWCCGE+IwMHDgQFxcXmjVrhq6ubq7vUtu4cWMcHBxwdnamSpUq2g5Hq6ZNm0a+fPlo1aqVxvLnz58za9Ysdu3aRZ48ebQUnXYkJCRw9uxZoqKiSEhISHMbFxeXbI5KO7788kseP36s7TByjDt37uSqXjhCfAzS80AIIYT4jFSvXp2kpCSKFCmi3DTnpnHKb3N2dubPP/9EpVLx7bff4uLiQuvWrXPVlIRqXbp04cKFCyxcuBBra2sATpw4wQ8//EBkZCQ1atRg5syZueZ6uX37Nj169FBqHrz5lVelUpGSkoJKpeKvv/7SVojZ6siRI0rPg/r16/Pll1+mWQtEPX3hf1379u2pWLEis2bN0nYoQnw2JHkghBBCfEaePHnCvn378Pb25uLFi6hUKmrUqIGLiwv29vYYGRlpO8Rsd/36dTw9Pdm3bx8PHjwgb968WFtb4+zsTIMGDbQdXrZ5/vw5ffr04Y8//uDXX3/l1KlTbNu2DX19fYYPH0737t1z1dCWIUOGEBwcjIODAzVr1kx3/Hq7du2yOTLtqFGjBomJiWT01V+lUnHp0qVsjEp79u7dy7Rp06hWrZqSTEnr7yO39EwRIjMkeSCEEEJ8pm7cuIGXlxd79+7l3r17GBoaYmtri7OzM3Xr1tV2eNkuJSWF8PBwvL29CQoK4uXLl5QsWRInJyeGDBmi7fCyxfPnz+nbty9nz54FoE6dOvz888+UK1dOy5FlPwsLC1q2bMmPP/6o7VByhPHjxyszkmRk5syZ2RCN9lWtWjXddbmxZ4oQmSHJAyGEEOIzl5KSwunTp9m4cSOHDh1CR0cn1zw9TM+///7Ljz/+yMGDB3PdDcCLFy/o27cv586dY926dVhYWGg7JK0wNzdn4sSJGRaRFLmXl5dXprbLLT1ThMgMKZgohBBCfMaio6Px8/PDz8+P8+fPo6Ojk6u66r8pMTGRw4cP4+vrS2hoKPHx8ZQvXx5nZ2dth/ZJjB07Nt11hQsXJikpiYEDB2JlZaUsV6lUzJ49OzvC0zpTU1MuX76s7TA+K5GRkZQuXVrbYWQLSQoIkXXS80AIIYT4zCQkJBAUFISPjw9hYWEkJiZSunRpnJyccHJyomTJktoOMVudP38eHx8f/P39efLkCXnz5sXW1hYXFxfq1Kmj7fA+mYy6XacnN/XC+O233+jbty/Tp0/H3t4+zeKAuc3OnTsJDg7m2bNnJCcnK8uTkpKIjY3l5s2bubbX0pvtkZiYyNOnTzl69CiOjo7aC0qIHEaSB0IIIcRn5IcffuDAgQPExcWhr6+PjY1NrisM+KYWLVoQERFBSkoKNWvWzFWFIyMjI99rv//qk+VmzZqlWvbo0SMSExPJkycPX3zxRaoEgkqlIiQkJJsi1K4tW7bw008/Kb+rx/WrGRgYYGNjw9y5c7URXrZ7/vw5kydPJiQkhBcvXqS7XW5JtgmRGTJsQQghhPiM7NmzR5mSsE2bNrlySsI3xcXF0aNHD1xcXHLNFIRq/9UkwPtKq1J+0aJFtRBJzrR7925KlSrF6tWrefXqFU5OToSGhpKSksLq1avZunUrnTp10naY2cbd3Z39+/dTvHhxypQpw9WrV6lduzYPHz7k1q1bGBoaMnHiRG2HKUSOIskDIYQQ4jPi7e39Xt3V/6uOHDmCnp58nXlTQEAABw8eJDIykokTJ5IvXz6OHDlCly5d0p2u8L8gODhY2yHkaDdv3qRfv35UrFiRlJQU9PX1OXfuHLa2tkyaNIm//vqLNWvW/KeH+rzp0KFDmJmZsWXLFqKiovjuu+/48ccfqVixIoGBgYwYMUKGugjxFvnXVgghhMjBkpOTNZ6oVqlSRWNsbnrSegr7X3D8+HGqVKlCkSJFADh9+nSm9ssNwzqSk5P5/vvvOXjwoDLN3LNnz7h37x5z5szhwIEDrFmzhvz582s71GyxZMkSWrRoQZUqVdJc//vvv7Nr1y5mzJiRzZFpR2JiIsWKFQNeD1koW7Ysf//9N7a2tsDrIUDr16/XYoTZ6/79+3Tt2hVdXV1KlizJF198we+//07FihWxtbWlZcuW7Ny5EycnJ22HKkSOIckDIYQQIgerVq0ac+bMoU2bNgB8++2375yrXaVS/WeLnvXs2ZNff/1VaY+ePXtmau763DBuecOGDRw4cIBBgwZhZ2eHg4MDAJaWlvTp04c1a9awbt06hg4dquVIs8eSJUuoUKFCusmDs2fP4uPjk2uSB8WKFeP+/fvK72XKlOHatWvK74aGhkRHR2sjNK3QA5nFngAA0WZJREFU09PTqI2iHrqgZmFhweLFi7URmhA5liQPhBBCiBysTp06fPnll8rvdevW1WI02jdkyBBMTEyU3wcPHpyp5EFu4OnpiZWVFcOGDSMmJkZZbmRkxOjRo4mMjMTf3/8/mzy4desWffr00eiZ88svv7BgwYJU26akpBAVFZWr6kbUr1+fHTt20Lx5c7755huqVavGpk2bePToEUWKFCEkJETp0ZMbqHteqJUrV07j94SEBJ49e6aN0ITIsSR5IIQQQuRgmzZtyvD33GbIkCEav2fmRvjly5efKpwc5datWxkWvGvQoMF/emaB8uXL06BBA0JDQ4HXPXCSkpJITExMta2uri7ffPMNI0eOzO4wtaZfv34EBgbi5OREeHg47du3Z9WqVdjZ2WFsbMzt27fp0aOHtsPMNs2bN8fDw4NSpUrh6upKnTp1mDVrFkePHqVKlSrs2rWLMmXKaDtMIXKU/+aASCGEEOI/asKECfz+++/prj9+/Di9e/fOxoi0y8rKiqCgoHTX+/r60rRp02yMSHsMDQ15/vx5uuujoqIwMDDIxoiy3/Tp0wkNDVVmEZg0aZLy+5s/wcHB7Nq1K1fUwlArX748Xl5edO/eHWNjY4oXL86CBQsoVKgQ0dHRtG3blmHDhmk7zGzTp08fKlWqxOzZs3nx4gVOTk4ULlyYfv360axZM65evUqXLl20HaYQOYr0PBBCCCE+I15eXjRq1IiaNWumuf7UqVOcOnUqm6PKPtHR0Vy/fl35PTIykosXL1KwYMFU2yYnJxMUFER8fHx2hqg15ubmeHl50bNnz1TroqOj2b59O2ZmZtkfmJYEBQVhbGys7TBylLJlyzJ+/HjldysrK6ysrLQYkfbkz5+fXbt2ERoaqnx+bNmyhRUrVvD48WOsrKykWKIQb1GlpKSkaDsIIYQQQqTt1q1btGrViqSkJAClin5GKleujK+vb3aEl+2ePn2KjY0NT548ydT2KSkpNGnShFWrVn3iyLTvwoULdOnShapVq9KiRQsWLFjA4MGDMTAwYOPGjURHR7N+/fpcVzcjPj6ex48fK39DbytVqlQ2R6Rd8fHxnD59msjISJo1a4ahoSHx8fEULVpU26EJIXI4SR4IIYQQOdyyZcsICwsD4Ny5c5QvXz7NJ6q6uroUKVKEAQMGULVq1ewOM9uEhoZy7tw5UlJSWLlyJVZWVlSuXDnVdur2cHBwyDXTEwYFBTFp0iSlYKJKpSIlJQUjIyMmT56Mo6OjdgPMRnFxcUyfPh1/f/806x7Af3tmkrQcOHCAadOmKdeHh4cHr169YvDgwYwcOTLNXiv/dRcvXuTgwYNERkbSv39/8uXLx59//kmLFi2kGKsQb5HkgRBCCPEZqVq1qsZUhbmdm5sbgwYNylVj19/l5cuXhIWFcfPmTZKTkylTpgyNGzemQIEC2g4tW/30009s2bKFcuXK8c0336Cvr5/mdr/++ms2R6YdZ8+exc3NjfLly9OiRQtWrlyJh4cHhQsXZvjw4dy+fRt3d3esra21HWq2mTlzJhs3blR6dHl4ePDs2TOGDBmClZUVCxcuJE+ePNoOU4gcQ5IHQgghhBDiP6dx48aYmJiwevVqeYIM9O3bl1u3buHj48OLFy9o2LAh69ato0GDBsTFxdGhQweMjY3ZvHmztkPNFl5eXkyYMIG2bdtib29P//79WbduHZUqVWLmzJn4+/szbty4XDUDhRDvIgUThRBCiM9MUlISly9fJi4uTmNO+6SkJGJjYzl69CgzZ87UYoTZ6/r16xw5ciTd9jh27BgHDhzQYoTZJyEhgU2bNindsBcsWIChoSGenp4MGjSIIkWKaDvEbPPkyRNsbW0lcfD/zp8/T+/evTE0NEw1fWn+/Plp3749K1eu1FJ02W/z5s1YWFgwe/ZsZRgHQNGiRZk/fz5PnjzB09NTkgdCvEGSB0IIIcRnRD0X+7179zLcLrckD44fP07fvn1JSkpSuh6rO1WqbxqLFSumzRCzTXx8PN27d+f8+fMYGBiQkJDAq1ev+Pfff9myZQthYWFs3bo11yQQypcvz4MHD7QdRo6RkJDAF198ke56PT29VEmF/7Lr168zcuTIdNdbW1szZ86cbIxIiJxPR9sBCCGEECLzFi1axL1797C1taVt27YA9OvXD2dnZwoUKEDevHnx8vLScpTZZ+XKleTJk4fJkyczdepUVCoVy5YtY86cOVSvXp28efOydetWbYeZLVasWMHvv//Ozz//TFBQkJJEsbW1ZerUqdy5cydXPVl2c3Njy5Yt3L17V9uh5AhfffVVhtO4BgUFUb58+WyMSLt0dXU1eiq9LTY2Fl1d3WyMSIicT3oeCCGEEJ+RkydPYm9vz7x584iNjcXb25tmzZphbm5O3759cXZ25sCBA//p2RbedOnSJTp27EiXLl1ISEhgxowZ6Onp4eDggI2NDQ4ODixdupRffvlF26F+cn5+frRt2xZnZ2eNbtgqlYrOnTtz6dIlDh8+zMSJE7UYZfZ58uQJ+fLlo2XLlpibm/Pll1+io6P53EylUjF79mwtRZi9nJ2d+eWXX6hRowY2NjbA6/f/6NEjFi1axMmTJxkzZoyWo8w+1atXx9/fP81hCS9fvsTT05Nvvvkm+wMTIgeT5IEQQgjxGXn8+DF16tQBoGDBghQvXpxLly5hbm5O+fLlcXJy4uDBgwwbNkzLkWaP58+fU6lSJQD09fUpU6YMV65coUmTJhgaGtKuXTt8fHy0HGX2uHv3boZT7dWoUSPXtAXAvHnzlP8/ceJEmtvkpuRB165dOXv2LLNnz2bOnDmoVCoGDhzIy5cvSUlJwdLSku7du2s7zGzTp08f+vXrx6BBg2jZsiUAERERxMTEsHLlSm7fvp2rkilCZIYkD4QQQojPiKGhoUYBuNKlS3Pt2jXl9ypVquSqYQtffPEFz549U34vXbo0//zzj/J7sWLFiIqK0kZo2a5AgQI8evQo3fW3bt3KVdM1BgUFaTuEHEWlUrFgwQJsbGzYv3+/xlSetra2ODk5peqZ8V/WuHFjJk2axKxZswgJCQFg6tSpwOu2GjZsWK6atlKIzJDkgRBCCPEZqVKlCseOHaNTp04AVKhQgT///FNZn1tulNVq1qyJr68vnTp1wsDAgIoVK3L48GGSkpLQ1dXl8uXLGBkZaTvMbFG/fn127dpFt27dUq27efMm27dvx9LSUguRaUfp0qW1HUKO8vz5c/Lly4e9vT329vbaDidHcHV1xdramoCAAI1kSosWLXJV/QchMkuVoq6mI4QQQogcb+fOnUyZMgUrKyvmzJnD8ePHGTJkCH379qVy5crMnDmTr7/+mi1btmg71Gxx/PhxevXqRdGiRfH19eXOnTu4uLhQp04dKlSogLe3N1ZWVixatEjboX5yN27cwMXFhS+++IKmTZuyfft2OnXqREpKCj4+PiQnJ7Njx45cUw9DzdvbG39/f+7cuYO+vj4lS5bEzs4OBwcHbYeWrczNzbGzs8PZ2VkZ+pSbnThxgvr162s7DCE+K5I8EEIIIT4zM2bMYPv27Zw5cwZ9fX26devG6dOngdfj/letWpWrvhQHBgaycuVKdu/ejY6ODvPmzWPNmjWkpKRQvnx51qxZQ9myZbUdZra4cOECEydO1BjKAq+fws+YMYMGDRpoKbLsl5KSwrBhwzh06BApKSnky5eP5ORkXr58iUql4rvvvmPZsmXaDjPbDBgwgLCwMJKSkihTpgxOTk44OjpSsmRJbYemFVWrVqVMmTK0a9cOR0dH6akiRCZI8kAIIYT4DD1+/JhChQoB8OrVK/z8/Hj8+DGWlpZUrFhRu8HlAPfu3ePJkydUqlQJPb3cN0rz8uXL3Lhxg5SUFMqUKUP16tVz1Xh2gE2bNvHzzz/TqlUrRo4cqdwcRkREsHDhQvz8/JgyZQqdO3fWcqTZJzo6Gl9fX7y9vbl8+TI6OjrUr18fZ2dnbGxs0NfX13aI2cbDwwNvb2/+/vtvdHR0qFevHk5OTrRo0QIDAwNthydEjiTJAyGEEEKI/4AFCxbQokULqlWrpu1QcgRHR0cKFCjApk2b0lzv5ubGixcv2L17dzZHljNcvnwZLy8vDh48yL1798ifPz+tWrXCxcWF6tWrazu8bPPXX3/h6enJ/v37iY6OJn/+/Njb2+Pk5ISZmZm2wxMiR5HkgRBCCJGDve+NjYuLy0eOJGcYO3ZslvfJLdPxVa1aFZVKRYkSJbC2tsbGxoY6derkuh4HajVr1mTUqFFpFpAE2LhxIwsXLuTs2bPZHFnOcvfuXRYvXoy3tzfw+u+lWrVqDB06lKZNm2o3uGyUmJhIaGgoBw4c4PDhw8TGxvLVV1/h4uJCu3btKFy4sLZDFELrJHkghBBC5GDqG8LM/HOt3k6lUvHXX39lQ3TZ732K/f2X2+NNERERBAcHc/jwYU6fPk1SUhKFChXiu+++w8bGhkaNGuWqbum1a9emX79+9O/fP831K1euZNWqVZw5cyabI9O+J0+esG/fPnx9fblw4QIpKSlUq1ZNSTpu3bqVa9euMWHChHSTL/9FcXFxBAUF4e/vz+HDh5XlefPmxdXVle+//548efJoL0AhtEySB0IIIUQO5uXl9V77tWvX7iNHkjNERka+1365rRhaXFwcR44c4fDhwxw5coQnT55gaGhIkyZNWLhwobbDyxbdu3fn/v37+Pr6phrD/uLFCxwdHSlWrFi6wxr+a169esXhw4fx9vbmyJEjvHr1ikKFCtGmTRtcXFwwMTFRtk1ISMDFxYVHjx4RHh6uxag/vaSkJI4cOYK3tzeHDx8mISEBY2NjHBwccHFxQaVSsW7dOnbt2kX79u356aeftB2yEFojyQMhhBBCiP+oe/fuERYWxpo1a7h161au6YUBEBoaSv/+/alcuTJ9+vShUqVKAFy9epU1a9Zw/fp1li5dSvPmzbUcafaoV68esbGxqFQqGjZsiIuLC1ZWVuk+SR81ahTHjx/n2LFj2Rxp9rh48SI+Pj74+fkRExODjo4OjRs3xsXFhWbNmqUqtNq7d2/OnTuX64e5iNxNkgdCCCHEZ+jBgwccPnyYyMhInJ2dyZcvHw8ePMhVhc7eFBAQwMGDB4mMjGTixInky5ePI0eO0KVLF/Lmzavt8LLN48ePOXHiBMePH+fEiRPcvn0bgIIFC1K/fn0aNWpEhw4dtBxl9vHw8GD+/PkkJSUpy1JSUtDV1WX48OH069dPi9FlL2tra5ycnHBycqJEiRLv3P7cuXMYGRlRpUqVbIgu+6mHQFWoUAEnJyfatWtH0aJF091+2LBh/P333wQEBGRXiELkOJI8EEIIIT4zGzduZO7cuSQkJKBSqfDw8CA+Pp6BAwfi6urKpEmTtB1itklOTub777/n4MGDSr0HDw8PYmNjGT58OGZmZqxZs4b8+fNrO9RPztHRkb///puUlBT09fUxMzOjUaNGNGzYkGrVqqFSqbQdolZERERw8OBBIiIiSElJoVy5ctjY2FC2bFlthya0aMKECTg7O1OnTp1Mbf/8+XPy5cv3iaMSImfLfRMfCyGEEJ+xkJAQfvnlF+rVq4e9vT1Tp04F4Ouvv8bc3JwtW7bw7bff4uTkpOVIs8eGDRs4cOAAgwYNws7ODgcHBwAsLS3p06cPa9asYd26dQwdOlTLkX56ly9fBqBUqVJ0796dZs2aUb58eS1HpX1ly5alV69e2g5D5DAzZ87M0vaSOBBCeh4IIYQQn5WuXbvy/Plzdu3aRWxsLA0aNGDdunU0aNCAxMREOnfuDMCuXbu0HGn2aNOmDeXKlWPp0qXExMRotAfAiBEjuHLlCn5+flqO9NO7cOECR48eJTw8nAsXLpCUlETJkiVp0KABDRs2pEGDBhgbG2s7zGx17949jh07xoMHD0hOTk61XqVSMXjwYC1EJoQQnx/peSCEEEJ8Rv7880+GDBmCrq5uqnV6enq0bduWRYsWaSEy7bh16xadOnVKd32DBg0ICQnJxoi0p0aNGtSoUYPBgwcTFxfH8ePHCQ8P5/jx43h6eqJSqahSpQre3t7aDjVbHD16lKFDhxIfH5/uVKeSPBBCiMyT5IEQQgjxmXl72rk3JSQkkJiYmI3RaJehoSHPnz9Pd31UVFSG7fVflT9/fmxsbKhRowbVq1dnz549nDt3jitXrmg7tGyzYMECDAwMGDNmDOXLl08z4SaEECLzJHkghBBCfEaqVKlCSEgIXbt2TbUuKSmJ/fv3U7lyZS1Eph3m5uZ4eXnRs2fPVOuio6PZvn07ZmZm2R+YliQkJPDbb79x9OhRwsLCuHbtGgClS5eme/fuWFlZaTnC7PPPP/8wdOhQXF1dtR2KEEL8J0jyQAghhPiMdO3alTFjxjBjxgzs7OyA11XAL1y4gLu7O5cuXeKnn37ScpTZZ9CgQXTp0oVOnTrRokULVCoVZ86c4Y8//mDjxo3ExMTQp08fbYeZLfr16/d/7N19XM73////26FE5KwyJyXDMsxZWyKMJoQhKqYTNjYnKfZ20owxzPlJNmdLziIyy0nObc5qNCYbjbezOZeQrSKk8+P3h4/ju1a8t/fv7XgeR8fjerm4XByv5+u4XO47Vun1eD1fjwcnTpwgKysLrVbLG2+8wciRI3F3dy+x4/ZexNraGnNz+VW3OFeuXOHHH3/k8ePH1K5dm3feeQdLS0vVsYQQBk4aJgohhBBGZt68eaxatQqNRqMbTwhP59f7+Pgwffp0xQn16+DBg0ycOJH09HQA3edSvnx5Jk2aRK9evdQG1JMmTZrg4uKCu7s77u7uVKtWTXUkpcLCwtizZw+bN282yUdX3N3dmTBhQpHdJnPmzGHt2rVotVrdz48qVaowe/Zs2rVrpyjty3f79m2sra0pW7ZsoeN5eXls3ryZ+Ph4XTHFy8uLpk2bKkoqhOGS4oEQQghhhE6fPs2uXbu4fv06BQUF2Nvb4+HhoZsyYGqysrL48ccfuXbtmu7zePvtt6lQoYLqaHrz6NEjrKysVMcwGPn5+QQGBvLbb7/Rvn17qlatWuScktwwsUGDBsybN48ePXrojkVFRTFt2jQaNWqEv78/tra2XLp0iYiICB4+fMjGjRtp1KiRwtQvT8OGDZk7d26hz+PJkycMHDiQX3/9tVBTTY1GQ2BgICNHjlQRVQiDJXu5hBBCCCMyf/583NzccHZ2ljtjgL+/P7169aJPnz4m9Tx/caRwUNihQ4c4evQoeXl5fPvtt8WeU5KLB8VZtWoVb7zxBps2baJUqVIAtG/fnt69e+Pp6cnSpUtZunSp4pQvR3H3S0NDQ0lMTCQgIID3339fV0xZuHAhYWFhODo60rVrVwVphTBMUjwQQgghjMj69eupXLkyzs7OqqMYhNOnT9O9e3fVMYQBWrRoEeXLlycwMJB69eqZfP+DJ0+ecPv2bYYPH64rHDxjY2NDv379WLdunaJ0auzYsYOuXbsyceJE3bGmTZuyfPly+vTpw9q1a6V4IMSfmPZPUSGEEMLIlC9fXnUEg+Lg4MD169dVxxAG6MaNG3z88cd88MEHqqMYBEtLS8qUKYONjU2x69bW1i8ce1rSZGZmkpGRQadOnYqsmZmZ0bNnTxYtWqQgmRCGS4oHQgghhBEZM2YMc+fOxcbGBldXV2xsbIqdX//XO4sl1dixYwkJCSEjI4NWrVpha2tb7H+7qfaCMGW2traULl1adQylLl68SLNmzXBwcACgVatWHD9+nHfeeafIuQcPHqRWrVr6jqhMuXLlqFixYrE/PwFdQ0khxP8jDROFEEIII9K1a1fu3LlDdnb2c8/RaDScO3dOj6nUadCgge7vz6ZOFOf8+fP6iCMMyJIlS9i7dy/R0dEmuWPn2feGRqOhbNmy1K1bl1KlSnHhwgXCw8Np3bo1AL/++isRERF8//33/Otf/2Lo0KEqY780DRo0wM3NTTe61NHRkTlz5pCamsqSJUsKnfv48WN8fHyoVKkSGzduVJRYCMMjOw+EEEIII2Jra4utra3qGAYjKCjohUUDU5aTk8OePXto27atSX7N1KlTh8zMTDw8PHj77bextbUt0vdAo9GU2I76hw4d4sKFC1y4cIGLFy9y4cIFkpKSKCgo4Ndff9UVD8aMGcOtW7do06YNH374oeLUL0/NmjWJi4sjLi5O9zOjQoUKPHz4kG+//Zb33nsPgDVr1hAVFcWtW7dYsGCByshCGBzZeSCEEEIIUQKlp6fTunVrIiIiaNWqleo4evfnXSnPo9FoTGpXypMnT7h06RJVqlTRPaKwdOlSHBwc6N69e4kvxD169EhXTHlWULl06RIjRoxg0KBBwNPdXTdv3iQoKIjhw4crTiyEYZHigRBCCCGEEVq4cOEL17OysoiIiKBnz57Y2dkBJftO+18lJCT8rfNcXFxechJhyLRaLTk5OZQpUwaAH374AUdHR2rWrKk4mRCGR4oHQgghhBBGqGHDhrq/P+/XOY1GU2jN1O60CyGE+N+RngdCCCGEEEZo+fLljB8/nocPHzJixAiaNm1aaD0jI4Pg4GA+/fRTGjVqpCilEEKIkkJ2HgghhBBCGKm0tDQ+++wzjhw5wrBhwxg+fLhuVGV6ejqurq5ERETIqEohhBD/v5nGEGghhBBCiBLI2tqasLAwPvvsM1atWoWvry83b95UHUsIIUQJJMUDIYQQQggj5+vry5YtW8jNzcXT05Nvv/1WdSQhhBAljPQ8EEIIIUSJlZWVRVpaGmXKlMHGxkZ1nJeqbt26REdH8+WXXzJ16lR27dpV4kfvCSGE0B/ZeSCEEEKUIAcOHMDd3Z1u3brx+eefk5OTozqSUvv27cPd3Z2uXbvSrVs3bt++rTrSS2Vubk5ISAgREREkJSWpjqNMamoq6enpLzznyZMnJv0Z/VVSUhLbtm1THUMIYcCkeCCEEEKUIJmZmSQnJxMaGkpWVhYRERGqIylVrlw5atSoQUJCAv7+/sTGxqqOpBctW7Zk586drF27lsaNG6uOozdHjx6la9eutG3bltatW9OzZ08OHTpU7Ln79++nc+fOek5ouE6dOsX48eNVxzAYiYmJ8nkI8RcybUEIIYQoQZ48eUJaWhp2dnbk5uai1WqxsLBQHUuIly4xMZGAgAAsLS1xcXEhNTWVxMRENBoNH330EWPGjCl0/o4dOxg3bhznz59XlNiwJCYm8u233zJr1izVUQyCfH0IUZT0PBBCCCFKEEtLS+zs7AAoXbq04jRC6M/SpUupXLkymzdvpnr16gCcOHGCkJAQVq5cSX5+Pp988onilOoEBgbi4+ODm5sbZmZmRdabN29O8+bN9R9Mkby8PMzNn38p5OTkxMyZM/WYSAjDJ48tCCGEECVMcnKy6gjKFBQU6P7k5OSQmpoqz3GbiF9//RVfX19d4QCgRYsWfPPNN9jZ2REREcHq1asVJlTryJEjBAcH0759e+bOncuVK1dUR1Lq7bffZtasWVy8eLHY9Vq1atG7d289pxLCsMnOAyGEEMLIREdHc+jQIR4/fkxBQYHueH5+PhkZGVy/fp1z584pTKg/mZmZTJo0idjYWJ48efLc83r16qW/UEKJJ0+eFDtRo0aNGkRERPDee+8xf/58atasSZcuXRQkVOvHH39k165dbNu2jdWrVxMREUHTpk3x8fGhW7dulC9fXnVEvapZsyZr164lMjKSRo0a4ePjQ/fu3alQoYLqaEIYLOl5IIQQQhiRqKgopk2bpnut0Wj48z/lZcqUoVOnTsyfP19FPL2bM2cOERERVKtWjUqVKnHp0iXeeustfv/9d27cuIGlpSUTJkygT58+qqOKl8zDw4PGjRsTGhpa7Pqvv/7KgAEDAFixYgV379412Wfar127RkxMDDt37uTOnTtYWlri4eGBt7c3LVq0UB1Pb65cucLWrVvZtWsXKSkplC1blo4dO+Lt7Y2rq6vqeEIYHCkeCCGEEEakd+/ePHjwgBUrVpCbm4uXlxdxcXFotVpWrFjBhg0biIyMxNnZWXVUvejUqRM2NjZERUVx79493nnnHXbv3k29evX4/vvvGTVqFNOnT8fLy0t1VPGSffnllyxfvpzhw4fTt29fqlWrVuScAwcO8PHHH1O6dGlatWrFDz/8YJLFg2e0Wi0nTpwgMjKSAwcOUKpUKZPZtfRnWq2WH3/8kW3btnHw4EGysrKoUaMGXl5eBAcHq44nhMGQngdCCCGEEbl+/Tp9+vShXr16vP7661hYWHDq1CmqVavGxIkTcXJyYuXKlapj6s3du3fp2rUrZmZm1KhRg0qVKvHrr78CT+9Ed+3alejoaMUpDUNSUlKJ7v8QGBiIq6srS5cuxc3NrdiiQMeOHQkNDUWr1RIXF6f/kAYkLS2NqKgovvrqKw4dOkSpUqVM9m67RqOhbdu2zJ8/n/3799OxY0du377N0qVLVUcTwqBIzwMhhBDCiOTl5fHKK68AT3/hrVWrFr/99hseHh4AdO7cmTVr1ihMqF/m5uaFntW2t7fn0qVLutcuLi4sWrRIRTSDc+rUKcaPH19i+z+ULVuW1atXs3PnTn788Udq1KhR7HldunShTp06zJo1i+PHj+s5pVo5OTkcPHiQ7du3Ex8fT15eHnZ2dgQFBeHl5fXcz6yky8vLIy4ujh07dvDDDz+QnZ1N7dq18fb2Vh1NCIMixQMhhBDCiLzyyivcvXtX99re3p7Lly/rXltaWpKWlqYimhLPiifPODg4FHqdk5PD48ePVUQzOA4ODiW2cPBnPXr0oEePHi885/XXX2fNmjVkZWXpKZV6n332Gfv27ePRo0dYWFjQpUsXk3+2PzExke3bt7N3714ePHhA2bJl6dq1Kz4+Pibz6JcQ/4QUD4QQQggj0qpVK7799ls6dOhAw4YNeeONN1i3bh2pqanY2NgQGxtbbMf5kqpDhw6sXr2amjVr4u/vj7OzM7Nnz+bIkSPUr1+fTZs2YW9vrzqmXgQGBuLj44ObmxtmZmZF1ps3b07z5s31H8yAlS1bVnUEvdmyZYtuqkCPHj1MfqpA586dSUpKQqvV0qxZM5OdOiHEPyENE4UQQggjcuPGDby9vXn8+DE//vgjubm5dOrUiTJlymBtbc3Nmzf54IMPGDdunOqoevHo0SMGDBjA+fPnOX78OKVLl8bDw4Pff/9dd86kSZPw8/NTmFI/GjduTH5+PjY2NvTs2RNvb2/q1aunOpYwEBcuXKBBgwaqYxiM1q1b4+npiY+Pj3yfCPE3SfFACCGEMDJJSUlERUXx6aefAnDw4EFmz57N/fv3cXd3Z/LkyVhaWipOqT/5+fn88MMPdOjQAXj6+Sxbtkz3eZjKpIUHDx6wa9cutm3bxpkzZ9BoNDRt2lTuqIpCUlJSiIuLIzk5GW9vb8qVK0dKSgqNGzdWHU2v8vLyMDeXTdhC/BNSPBBCCCGE0UpKSqJWrVqqYxica9euERMTw86dO7lz5w6WlpZ4eHjg7e1NixYtVMd7Kfz9/f/xezQaDevXr38JaQxTZGQk8+fPJycnB41Gw+rVq8nOziYwMBB/f38mTpyoOqLefffdd+zfv5/k5GQmTJhAuXLlOHz4MH5+fib1WIsQf4cUD4QQQghhtBo0aICLiwteXl506dJFftn/C61Wy4kTJ4iMjOTAgQOUKlWKc+fOqY71UgwdOpQffvgBjUbD3/31VqPRFDvSsSSKjY0lMDCQli1b0q1bNyZPnkxERAR2dnZ8+umnnDp1ihkzZpjMTp2CggL+9a9/sX//frRara6YkpGRwccff0zz5s1ZuXIlVlZWqqMKYTCkeCCEEEIYkUePHhEaGkpcXBwpKSnFXiRpNJoSe4H4V9OmTWP37t3cv3+f8uXL07VrV7y8vHjzzTdVR1MuLS2NPXv2sGfPHhITEwFwdXVl1apVaoO9RHPmzCEiIoIRI0YQFBSkOo5BCQgIIDMzk02bNpGRkYGrqysRERG4urqSl5eHr68vAJs2bVKcVD8iIiKYM2cOw4cPp0uXLvTs2ZOIiAiaNm1KWFgYK1euJCgoiBEjRqiOKoTBkAd9hBBCCCMyd+5coqOjsbW1pWnTppQqVUp1JKUmTZrEp59+SlxcHDExMWzbto0tW7bg4OCAt7c3np6eVKtWTXVMvcnJyeHgwYNs376d+Ph48vLysLOzIygoCC8vL2rUqKE64ks1btw4bt26RVhYGO7u7tIg8E/Onj1LcHBwsZM4zM3N8fT0ZOHChQqSqbF161bc3d0ZOXIk6enpuuPly5dn7NixJCcns3fvXikeCPEnUjwQQgghjEhsbCwdOnRgyZIlJl84eKZ06dJ06tSJTp06kZ6ezs6dO9m3bx8LFy5k4cKFtG7dGh8fH9zd3Ut0g7TPPvuMffv28ejRIywsLOjSpQve3t64urqqjqZX06ZNo2PHjsybN69E77L4b5QpU+a5azk5OeTl5ekxjVo3btygX79+z113dXUlNjZWj4mEMHwl919QIYQQogR69OgR77zzjhQOnqNKlSoMGDCARo0aER0dzY4dOzhy5AhHjhyhatWqBAYGltixjVu2bKFRo0b4+PjQo0cPKlSooDqSEpUrV2bRokVcvnyZ3NxcSpcurTqSQahfvz6xsbEEBAQUWcvPz2f37t04OjoqSKaGpaUlmZmZz12/d+/eC4stQpgiKR4IIYQQRuTNN980mQZv/9Rvv/3Gtm3b2LVrF7///jvm5uZ07twZHx8fNBoNa9asYdq0aaSkpDBq1CjVcf/ntm3bJtv0/0/r1q1p3bq16hgGJSAggJCQEKZPn06XLl0AyMzM5PTp0yxevJhz584xbdo0xSn1x8nJiZiYGAYOHFhkLS0tjY0bN9K8eXP9BxPCgEnDRCGEEMKIXLhwgffff58RI0bQpUsXbG1tVUdS6o8//mDXrl1s27aNixcvotVqcXR01PU7qFKlSqHz+/Xrx9WrV0lISFCU+OVLSUkhLi6O5ORkvL29KVeuHCkpKTRu3Fh1NKHYs0c5nk2k0Gg0wNOpHD4+PkyfPl1xQv05ffo0fn5+NGjQgM6dO/Pll18SFBREmTJliIyMJC0tjTVr1pTY0aZC/DekeCCEEEIYkYcPHxIUFMSJEyeee44pTVt44403KCgowMrKim7duuHj40OTJk2ee/7o0aM5ceIER44c0WNK/YmMjGT+/Pnk5OToRs9lZ2cTGBiIv78/EydOVB1RKHb69Gl27drF9evXKSgowN7eHg8PD5PrjQFw8OBBJk6cqGuY+KyoUr58eSZNmkSvXr3UBhTCwMhjC0IIIYQRmTFjBgkJCVSuXJnatWsX2zndlLz55pv4+PjQpUuXv/V88qhRo0psL4DY2FhmzpxJy5Yt6datG5MnTwagbt26ODk5ERUVRaNGjfDy8lKcVKgwf/583NzccHZ2pmnTpqrjGAR3d3fatGnDjz/+yLVr13TFlLfffrvE/pwQ4v8P2XkghBBCGJGWLVvi7OzMwoULS/TkAPHPBQQEkJmZyaZNm8jIyMDV1ZWIiAhcXV3Jy8vD19cXgE2bNilOKlRo3rw5wcHBfPTRR6qjGAR/f3969epFnz59VEcRwmhIq2YhhBDCiOTk5ODm5iaFgz/Jyclh6dKldO/enebNm+Pi4oKnpydhYWHk5OSojqc3Z8+e5d133y12N4q5uTmenp5cv35d/8GEQShfvrzqCAbl9OnTJjWaUoj/BSkeCCGEEEbEycmJs2fPqo5hMHJychgwYACLFy/m1q1b1KpVC1tbW65fv86iRYvw9/c3qQLCix7dyMnJkYslEzZmzBhWrlxJTEwMd+/eJTc3l4KCgiJ/TIWDg4MU04T4h+S2hRBCCGFExowZwwcffICdnR3dunWjatWqxe5CKFXKNO4PLF++nMTERAYPHkxQUBBly5YFICsri6+//prly5ezZs0ahgwZojjpy1e/fn1iY2MJCAgospafn8/u3btxdHRUkEwYghUrVpCVlcWECROee44pNVsdO3YsISEhZGRk0KpVK2xtbYv9uWmKjSSFeB7peSCEEEIYkR49enDv3j0yMjKee44pXQB07dqVunXrsnTp0mLXhw8fTlJSEjt37tRzMv3buXMnISEhBAQE0KVLFwICAli6dClVq1Zl8eLFxMfHM23aNHx8fFRHNQhJSUn88ssvJtNRv3///n/rvHXr1r3kJIahQYMGur8/G1lZnPPnz+sjjhBGQXYeCCGEEEakcuXKVK5cWXUMg3Hr1q0XXhS1adOGefPm6TGROj169ODChQusWrWKqKgoAIKDgwHQarX4+PhI4eBPTp06xfjx402meGAqRYG/Kygo6IVFAyFEUVI8EEIIIYyIXAAUVq5cOdLS0p67npaWhoWFhR4TqRUSEoKHhwe7du3i+vXrutFzHh4esv36LxwcHEymcPBXaWlpJCUlYW5ujoODg0mOJRwxYoTqCEIYHXlsQQghhBBGa9iwYfz73/9m586dVKlSpdBaWloaPXv25I033iA8PFxRQv2ZP38+bm5uODs7q45iEAIDA/Hx8cHNza3YCRSm6OzZs8yaNYuTJ0/y7BLAzMyMdu3aMX78eGrVqqU4of49evSI+Ph4bt68SenSpalbty6urq4mVXQU4u+S4oEQQghhZPbu3UtcXBwpKSnFdkfXaDSsXbtWQTL9S0xMxM/PjypVquDv789rr70GwKVLl4iKiuLBgwesXbvWJC6omzdvTnBwMB999JHqKAahcePG5OfnY2NjQ8+ePfH29qZevXqqYylz/vx5/Pz8yM7Opm3bttStW5e8vDyuXr3KsWPHsLa2ZvPmzdSoUUN1VL355ptvmD9/PpmZmbpiikajwdramqlTp9KxY0fFCYUwLFI8EEIIIYzI6tWrmTdvHi/651uj0ZhUk689e/YwefJkHj58qHuGWavVYmVlxeTJk+nRo4fihPrRpk0bBg4cKMWD//PgwQN27drFtm3bOHPmDBqNhqZNm+Lj40O3bt0oX7686oh6NWzYMH7++WciIyNp1KhRobXExEQGDhxIly5dmDVrlqKE+rVv3z5GjhxJzZo18fPzo27duuTn53PlyhXWr1/P/fv3iYyM5M0331QdVQiDIcUDIYQQwoh07tyZsmXLEhoaSu3atZ+7HdvUtmk/evSIo0ePcvPmTbRaLQ4ODrRp0wYrKyvV0fRm69atzJ07l3HjxuHq6oqNjU2xXwemMsbzz65du0ZMTAw7d+7kzp07WFpa4uHhgbe3Ny1atFAdTy9cXFzo37//c5/1Dw0NZcuWLRw9elTPydTo06cPjx8/ZvPmzZQrV67QWkZGBt7e3jg4OLBq1SpFCYUwPNIwUQghhDAiKSkpjB8/HkdHR9VRDIqVlRWdO3dWHUOpFStWkJWVxYQJE557jimN8fyzOnXqMHr0aEaNGsWJEyeIjIxk27Zt7Nixw2Q+j4KCghc2RqxWrRpZWVl6TKTW5cuX+fjjj4sUDgAqVqxI3759TaJXihD/hBQPhBBCCCNSt25dUlNTVccwWMnJyezevZu7d+9SvXp1unXrhr29vepYemFra4utra3qGAYrLS2NPXv2sGfPHhITEylVqpRJTaBo3749MTEx+Pr6UqZMmUJrBQUF7N27l3bt2ilKp39WVlY8fvz4hedI00QhCpPHFoQQQggj8t133zF16lQiIiJo0KCB6jgGJSEhgcGDBwNQoUIF7t+/j7m5OcuWLaNVq1aK0wkVcnJyOHjwINu3byc+Pp68vDzs7Ozw8vLCy8vLpJoDnj9/nuDgYCpWrMiQIUOoX78+FhYWXLt2jdWrV5OYmMjMmTOLTC0pqQWWhQsXsnHjRqKjo4tMmUhPT8fb25sePXowatQoRQmFMDxSPBBCCCGMTGBgIIcPH8bBwQFbW1tdk8BnTGnawp+99957NG/enJCQEMzNzXn48CH/+te/SEtLIyYmRnU8vUpLSyMpKQlzc3McHBxeuF29pPrss8/Yt28fjx49wsLCgk6dOuHt7V1iL4b/kz8XG//6M+PPkwb+qqQ2X42JiWHJkiWkpaXRq1cvHB0dsbCw4Pr162zZsoUnT57w/vvvF+oRotFoGDlypMLUQqglxQMhhBDCiISFhbFw4cIXnlOSpy3s3r2bd999t9g1V1dXli9fTpMmTXTHNmzYQGhoKL/88ou+Iip19uxZZs2axcmTJ3UXhGZmZrRr147x48cXucNakjVo0IBGjRrh4+NDjx49TLKA8meLFy8utjjwnwQHB7+ENOr9Nzu3SvLPViH+DikeCCGEEEbEzc2NSpUqMXv2bOrVq2dy0xbefPNNXn31VUJCQorcQR40aBDw9GLHxsaGpKQkpk+fTrVq1UxiJ8b58+fx8/MjOzubtm3bUrduXfLy8rh69SrHjh3D2tqazZs3m8xW/QsXLsijPeK5EhIS/qv3ubi4/I+TCGE8pHgghBBCGJGmTZsyfvx4fH19VUdRIi0tjcWLF7Np0yZatmxJSEiI7gLxxo0bDB48mKSkJODpVuzatWsTFhZG3bp1VcbWi2HDhvHzzz8TGRlJo0aNCq0lJiYycOBAunTpwqxZsxQlVCMlJYW4uDiSk5Px9vamXLlypKSk0LhxY9XRhBDCqMi0BSGEEMKImPq0BWtrayZPnsz777/PggUL8Pb2pmvXrowaNYratWuzd+9eTp06xb1796hevTpNmzbF3Nw0ft05efIk77//fpHCAUDz5s0JCAhgy5YtCpKpExkZyfz588nJyUGj0eDq6kp2djaBgYH4+/szceJE1RGFEMJolPrPpwghhBDCUAwePJh169Zx+vRp1VGUevXVV1m0aBEbNmzg7t27dOnShZkzZ/Lw4UOcnZ3p1q0bb775pskUDuDpuL0XPddfrVo1srKy9JhIrdjYWGbOnImTkxNTp07V9YCoW7cuTk5OREVFsXXrVsUphRDCeMhjC0IIIYQRmT59OgcPHuTu3bvUqFGDqlWrFrlA1mg0rF+/XlFCNWJjY1mwYAF37tzhww8/ZODAgZQtW1Z1LL0aM2YMly9fJjo6mjJlyhRaKygooH///lStWpWvvvpKTUA9CwgIIDMzk02bNpGRkYGrqysRERG4urqSl5ene/Rn06ZNipMKIYRxkOKBEEIIYUT+TgO4kt4RPCUlhZ07d3L79m2sra1p164dTZs2paCggC1btrBkyRIKCgoIDg6mT58+hUatlWTnz58nODiYihUrMmTIEOrXr4+FhQXXrl1j9erVJCYmMnPmTKpUqVLofSV1dKGTkxPBwcF8+OGHpKenFyoeAKxfv56FCxdy4sQJxUn1Izs7u0hRSQgh/gnT2csnhBBClAAXLlxQHUGpn376iWHDhpGXl0eVKlV4+PAhS5cuZdSoUQwZMoQ+ffrQs2dP1qxZw/z584mIiGD06NF07txZdfSXrnfv3gAkJyczevToQmvP7hWNGTOmyPtKcqHpRRfLOTk55OXl6TGNWr169aJPnz66qSSm7vTp07zxxhsldjKNEC+DFA+EEEIIYTTmzJmDs7MzX331FVZWVhQUFLBs2TIWLVpEnz59qFKlCmXKlGHo0KG89957fP3114wdO9YkekQEBQWh0WhUxzAY9evXJzY2loCAgCJr+fn57N69G0dHRwXJ1Lh16xZWVlaqYxiM4cOH07NnTz755BPVUYQwGlI8EEIIIYzAw4cPuXLlCjVq1KBatWoAJCUlsWTJEv79739TtmxZOnfuzMCBA7GwsFCc9uW5evUqffv21V0ElSpVih49erBo0SKSkpIKbcmvXLkyEyZMYMCAAari6tWIESNURzAoAQEBhISEMH36dLp06QJAZmYmp0+fZvHixZw7d45p06YpTqk/DRo04OTJk/Tt21d1FIOQkZFBnTp1VMcQwqhIzwMhhBDCwC1fvpyvv/6a7OxsSpUqhZ+fH8OHD8fT05N79+5hZWVFdnY2ubm5ODs7ExERQenSpVXHfin69OnDw4cP+eyzz3BwcODBgwesWLGCo0ePcvjwYcqXL686ojAg8+bNY9WqVWg0GrRarW5nhlarxcfHh+nTpytOqD87d+5kypQpvPHGG7Rq1QpbW9ti+4H4+PgoSKd/o0eP5s6dO6xatYpy5cqpjiOEUZDigRBCCGHAdu3axdixY2nUqBEtW7bk3LlzJCQk0KxZMy5cuEBoaCju7u7k5uayatUqvvrqK0aNGsXQoUNVR38pLl68yMcff8z169d1F4SVKlVixowZdOzYUXU8YYBOnz7Nrl27uH79OgUFBdjb2+Ph4VFiG0U+z4uarf65uFKSe2D82eLFi4mIiECj0dCkSRNsbGyK9D/QaDTMmTNHUUIhDI8UD4QQQggD1rdvX8qUKcPatWt1dwnHjRvHjh07GDZsGB9//HGh80eOHMmVK1fYvXu3irh6odVqSUxM5M6dO9ja2tKoUSN5llsUMX/+fNzc3HB2dlYdxSDExMT8rfOeNd4s6WRyjRD/nPQ8EEIIIQzYpUuXCAkJKbS9OCAggO3bt9OkSZMi57dq1Yq4uDg9JtQ/jUaDk5MTTk5OqqMIA7Z+/XoqV64sxYP/YypFgb/r4MGDqiMIYXSkeCCEEEIYsAoVKpCWllboWJ06dXjnnXeK7ayflpZG2bJl9RVPGJDs7OwXjiY0NdL/ongpKSnExcWRnJyMt7c35cqVIyUlhcaNG6uOpld2dnaqIwhhdIp2SRFCCCGEwXB2dmbdunWcOXNGd8zKyoqwsDDeeeedQudeuXKFDRs20KJFC33HFAagV69erF69WnUMgzFmzBhWrlxJTEwMd+/eJTc3l4KCgiJ/TElkZCSdOnVi8uTJrFixgtu3b3P27Fn69OljUs0j/+y7775jzJgx9OvXj9OnT3P58mVWr15NVlaW6mhCGBzZeSCEEEIYsFGjRnH06FHee+89OnTowJIlS4o9b+zYsRw4cACtVktwcLCeUwpDcOvWLen98CcrVqwgKyuLCRMmPPccjUbDuXPn9JhKndjYWGbOnEnLli3p1q0bkydPBqBu3bo4OTkRFRVFo0aN8PLyUpxUPwoKCvjXv/7F/v37dc0iHz9+zJ07d5g7dy779u1j5cqV8j0lxJ/IzgMhhBDCgNWqVYutW7fStWvXF44TO3PmDDVq1GDFihU0bNhQjwmFoWjQoAEnT55UHcNg2Nra0qRJE5ydnZ/756233lIdU29WrVpFo0aNWL16NZ07d9Ydd3BwIDIyksaNG/PNN98oTKhfa9euZd++fQQGBrJjxw6e9ZBv27YtH330EYmJiURERChOKYRhkZ0HQgghhIGrWbMmoaGhLzxnw4YN2NjY6CmRMEQDBgxgypQp3L59m1atWmFra1uo0eYzPj4+CtLp37p161RHMChnz54lODi4yDhCAHNzczw9PVm4cKGCZGps3boVd3d3Ro4cSXp6uu54+fLlGTt2LMnJyezdu5cRI0YoTCmEYZHigRBCCFECSOFAhISEAJCQkEBCQkKhNY1Go9uabSrFgz9LS0sjKSkJc3NzHBwcqFChgupISryooWZOTg55eXl6TKPWjRs36Nev33PXXV1diY2N1WMiIQyfFA+EEEIIUWLdunWLn3/+GQsLC5o3b07NmjVVR3ppZs2apTqCwTl79iyzZs3i5MmTum3pZmZmtGvXjvHjx1OrVi3FCfWnfv36xMbGEhAQUGQtPz+f3bt34+joqCCZGpaWlmRmZj53/d69ezK9RIi/kOKBEEIIIUqskydPMn78eN555x2mTp3K0qVLcXZ2Vh3rpejdu7fqCAbl/PnzBAQEkJ2dTdu2balbty55eXlcvXqV2NhYfv31VzZv3kyNGjVUR9WLgIAAQkJCmD59Ol26dAEgMzOT06dPs3jxYs6dO8e0adMUp9QfJycnYmJiGDhwYJG1tLQ0Nm7cSPPmzfUfTAgDJsUDIYQQQpRYDg4O9OrVi1mzZnH69GlSU1NVR3rpUlJSiIuLIzk5GW9vb8qVK0dKSgqNGzdWHU2vFi5ciJmZGZs3b6ZRo0aF1hITExk4cCCLFi0ymR0bPXr04MKFC6xatYqoqCgA3WQWrVaLj4+PST3SMnz4cPz8/OjXrx+dO3dGo9Hwyy+/8O9//5vIyEjS09P56KOPVMcUwqBotM/2cAkhhBBCCKMWGRnJ/PnzycnJQaPRsHr1arKzswkMDMTf35+JEyeqjqg3Li4u9O/f/7kN70JDQ9myZQtHjx7VczK1Tp8+za5du7h+/ToFBQXY29vj4eGBq6ur6mh6d/DgQSZOnKhrmPisN0j58uWZNGkSvXr1UhtQCAMjOw+EEEIIIUqA2NhYZs6cScuWLenWrRuTJ08GoG7dujg5OREVFUWjRo3w8vJSnFQ/CgoKXtgYsVq1amRlZekxkVppaWlYW1vTtGlTmjZtqjqOQXB3d6dNmzb8+OOPXLt2TVdMefvtt022qaYQLyI7D4QQQghh9G7evMnvv/9OQUFBsestWrTQcyL9CwgIIDMzk02bNpGRkYGrqysRERG4urqSl5eHr68vAJs2bVKcVD/GjBnD5cuXiY6OLtL4rqCggP79+1O1alW++uorNQH1rHHjxri5ueHt7U379u2LHeNpSvbv30+HDh2KHV0phCie7DwQQgghSpADBw4wa9YsypQpg7OzMxMnTsTCwkJ1rJfm999/51//+hcnT5584Xnnz5/XUyJ1zp49S3BwcLEXQ+bm5nh6erJw4UIFydT46KOPCA4Opl+/fgwZMoT69etjYWHBtWvXWL16NWfPnmXmzJkcO3as0PtK6vb9Dh06EBcXx8GDB7GxsaFXr154eXlRt25d1dGUGDFiBNbW1nh6euLt7c1rr72mOpIQBk+KB0IIIUQJkpmZSXJyMjExMURERBAREcHQoUNVx3pp5s+fzy+//IKLiwuNGzcu0YWSv+NFo+VycnLIy8vTYxq1nk2fSE5OZvTo0YXWnm28HTNmTJH3ldRC06JFi8jIyGDXrl1s376dlStXsmrVKpo1a4aPjw/dunWjXLlyqmPqzaRJk3Q/J9esWUPjxo3x8fHh3XffxcrKSnU8IQySPLYghBBClCBPnjwhLS0NOzs7cnNz0Wq1JfqCulWrVrRp04bQ0FDVUZR77733sLKyYtWqVaSnpxd6bCE/P5++fftiZmZGdHS06qh6sXjxYjQazT9+37MJBCXdtWvX2LZtG7t27eL27duULVuWLl26mMz0iWeuXLnCtm3b2LlzJ3fv3qVs2bJ07twZLy8vWrVqpTqeEAZFigdCCCGEMFrNmjVj4sSJ9OnTR3UU5Xbu3ElISAgBAQF06dKFgIAAli5dStWqVVm8eDHx8fFMmzbNpMbxif/s+vXrhIaGsn//fjQaTYndefGfaLVajh07xs6dOzlw4ACPHj3C3t6e/fv3q44mhMGQxxaEEEKIEiY5ORk7OzvVMfTC0dGRa9euqY5hEHr06MGFCxdYtWoVUVFRwP+7i67VavHx8ZHCgQAgNTVV9/jCs2KBq6urSX99aDQaGjVqRHJyMnfu3OGnn37i9u3bqmMJYVBk54EQQghhZKKjozl06BCPHz8uNF0gPz+fjIwMrl+/zrlz5xQm1J/9+/czbtw4IiIiaNasmeo4BuH06dPs2rWL69ev60bPeXh4lNhGgOLvyc7O5sCBA2zfvp2jR4+Sl5dHzZo16d27N15eXiZTcPyr3NxcYmNj2b59O4cPHyYvLw97e3u8vLzw8vKiWrVqqiMKYTBk54EQQghhRKKiopg2bZrutUaj4c/3AcqUKUO3bt1URFPixx9/pEqVKvTr1w97e3tsbW2LjKDTaDSsX79eUUL9SUtLw9ramqZNm9K0aVPVcYSBcXV15cmTJ5QuXZrOnTvj4+ODq6vrf9UXoiT4+eef2bFjB99//z0ZGRmUKVOGrl274u3tTcuWLVXHE8Igyc4DIYQQwoj07t2bBw8esGLFCnJzc/Hy8iIuLg6tVsuKFSvYsGEDkZGRODs7q46qFw0aNPiP55jKc9yNGzfGzc0Nb29v2rdvX6SIIkxbr1698PHxoUePHlSqVEl1HOWe/exo0qQJ3t7edO/eXaYsCPEfSPFACCGEMCJOTk4MGTKEwMBAtFotTk5OzJkzBw8PDwD8/f2pUKECy5YtU5xU6NvIkSOJi4sjNzcXGxsbevXqhZeXF3Xr1lUdTYns7OwXjq4Upm3WrFl4e3tTv3591VGEMBpSkhZCCCGMSF5eHq+88grw9I56rVq1+O2333TrnTt35uLFi6riCYUWLVpEfHw8kyZNws7OjpUrV/Luu+/Sr18/Nm/eTGZmpuqIetWrVy9Wr16tOoZBycnJYenSpXTv3p3mzZvj4uKCp6cnYWFh5OTkqI6nV+PHj9cVDtLS0jh9+jQXLlzg/v37aoMJYcCk54EQQghhRF555RXu3r2re21vb8/ly5d1ry0tLUlLS1MRTZmcnBxWrFjB3r17uXXrFhYWFtSoUYMuXbrw4YcfYmFhoTqi3lSsWBE/Pz/8/Py4du0a27ZtY9euXUyaNIkZM2bQpUsXZs2apTqmXty6dUu2of9JTk4OAwYMIDExkbJly1KrVi3y8/O5fv06ixYt4tChQ0RFRZnU98uNGzf4/PPPSUhI0B3TaDS0bNmSzz//nDp16ihMJ4ThkZ0HQgghhBFp1aoV3377re4Z/jfeeIOffvqJ1NRUAGJjY7GxsVEZUa+eXRAtXryYW7duUatWLWxtbXUXRP7+/iZ3R/WZOnXqMGrUKFatWkXHjh158uQJ27ZtUx1Lbxo0aMDJkydVxzAYy5cvJzExkcGDB/PTTz+xc+dO9uzZw/Hjxxk8eDBnzpxhzZo1qmPqTUpKCr6+vhw/fhxnZ2f8/Px47733cHJy4tixY/j5+XHv3j3VMYUwKNLzQAghhDAiN27cwNvbm8ePH/Pjjz+Sm5tLp06dKFOmDNbW1ty8eZMPPviAcePGqY6qF0uWLGHJkiUMHjyYoKAgypYtC0BWVhZff/01y5cvZ/To0QwZMkRxUv1KTU1l165dbN++XVdoatWqFT4+Prz77ruK0+nHzp07mTJlCm+88QatWrUqdhIHgI+Pj4J0+te1a1fq1q3L0qVLi10fPnw4SUlJ7Ny5U8/J1Jg0aRIxMTEsW7aMtm3bFlqLj49n2LBhvPfee0yaNElRQiEMjxQPhBBCCCOTlJREVFQUn376KQAHDx5k9uzZ3L9/H3d3dyZPnoylpaXilPohF0T/T3Z2NgcOHGD79u0cPXqUvLw8atasSe/evfHy8sLOzk51RL160SSOZyNOTWUSBzydKjB+/Hj8/PyKXY+KimLevHkkJibqN5gi7du3x93dnc8//7zY9S+++IK4uDgOHTqk52RCGC7peSCEEEIYmVq1aukKBwDu7u64u7srTKTOrVu36N+//3PX27Rpw7x58/SYSB1XV1eePHlC6dKl6dy5Mz4+Pri6uqLRaFRHU8JUejv8XeXKlXthP5S0tDST6neQmprK66+//tz1+vXrs2nTJj0mEsLwSfFACCGEMCIdOnTAy8sLLy8vatasqTqOcnJB9P84ODjg4+NDjx49qFSpkuo4yvXu3Vt1BIPi5OTExo0b8ff3p0qVKoXW0tLS+Pbbb3FyclKUTv9sbGy4dOnSc9cvX75c5HMSwtRJ8UAIIYQwIuXLl2fJkiV8/fXXuLi44OXlhYeHh8nOs5cLov/HlJoh/hMpKSnExcWRnJyMt7c35cqVIyUlhcaNG6uOplfDhg3Dz8+P7t274+/vz2uvvQbApUuXiIqK4sGDBwwePFhxSv15++23iY6OpnPnzri4uBRaO3bsGNHR0XTv3l1ROiEMk/Q8EEIIIYzMuXPn2Lp1K7t37yY9PR0rKyu6detG7969TeZC+ZnExET8/PyoUqXKcy+I1q5di7Ozs+Kk+iFjKwuLjIxk/vz55OTkoNFoWL16NdnZ2QQGBuLv78/EiRNVR9SrPXv2MHnyZB4+fKh7nEWr1WJlZcXkyZPp0aOH4oT6k5KSgqenJw8ePKBly5aFfnYkJCRQsWJFYmJiZIeXEH8ixQMhhBDCSOXl5REXF8e2bds4cuQIOTk51K5dG29vb3r16kXVqlVVR9QLuSB66tnYysTERMqWLUutWrXIz88nOTmZnJwcGjduTFRUlMkUEGJjYwkMDKRly5Z069aNyZMnExERgZ2dHZ9++imnTp1ixowZeHl5qY6qV48ePeLo0aPcvHkTrVaLg4MDbdq0wcrKSnU0vbt69SpTp04lISGBP18StWjRgilTplCvXj2F6YQwPFI8EEIIIUqA9PR05syZw7Zt29BoNJiZmeHu7k5gYOALu86XFI8ePeLHH38kKSnJZC+IZGxlYQEBAWRmZrJp0yYyMjJwdXUlIiICV1dX8vLy8PX1BZCmeIL09HSSkpIAsLe3x9raWnEiIQyT9DwQQgghjFRBQQFHjhxh+/btxMXFkZmZia2tLb169QIgJiYGHx8f5s6dS7du3dSGfcmsrKzw8PBQHUOp3bt34+7uzpgxYwodL1u2LKNHj+by5cvs3LnTZIoHZ8+eJTg4GDMzsyJr5ubmeHp6snDhQgXJhKGpUqWKNEcU4m+Q4oEQQghhZM6dO8e2bdvYs2cPqampmJmZ0a5dO3x8fGjfvr3uYmnw4MH4+Pgwf/78ElM8WLhwIV26dNGNWPs7F38ajYaRI0e+7GjKydjKol7USDQnJ4e8vDw9phFCCOMmxQMhhBDCiHTv3p0rV66g1WqpW7cuAwcOpFevXtjY2BQ5t1KlSjg5OREXF6f/oC9JWFgYdevW1RUPwsLC/uN7TKV4IGMrC6tfvz6xsbEEBAQUWcvPz2f37t04OjoqSCaEEMZJigdCCCGEEUlOTsbLywsfH5+/NVmhc+fOJaphYGRkZKEmZpGRkQrTGBYZW1lYQEAAISEhTJ8+nS5dugCQmZnJ6dOnWbx4MefOnWPatGmKUwohhPGQholCCCGEEXny5AmWlpaqYxiM27dvY21trWsO+FcPHjzg/PnztGrVSs/J9E/GVhY1b948Vq1ahUajQavVFprG4ePjw/Tp0xUnFEII4yHFAyGEEMII/fzzz+zZs4dbt25hYWFBjRo18PDwMKkLQ4CGDRsyb948unfvXuz65s2bmTFjBqdOndJzMjVkbGVRp0+fZteuXVy/fp2CggLs7e3x8PDA1dVVdTTl/vjjD+7cuUP16tVNZrSrEOK/J8UDIYQQwsjMnDmTdevW8dd/wjUaDf7+/kycOFFRspcvKSmJ7du3614vWbKEzp07U79+/SLnarVaDh48yO3bt0lISNBnTKUePXrE0aNHuXnzpsmOrYSnj2rIyL3ipaen88knnxAfH6871qZNG+bOnWuyn9mjR484fPiwrpjSvn17k/ueEeI/keKBEEIIYUR27NjBJ598QosWLRgxYgSOjo4UFBTw22+/8fXXX/Pzzz8TGhpaYqYr/FVBQQE9e/bk8uXLALrt6C8ycOBAxo0bp494woA0btwYNzc3vL29ad++PaVKlVIdyWB88sknnD9/nsGDB2Ntbc2NGzcICwujZcuWhIaGqo6ndxcuXODDDz8kNTVVd8zGxoZVq1bRoEEDhcmEMCxSPBBCCCGMSL9+/cjJySE6Ohpz88J9j/Py8ujbty/lypVj/fr1ihK+fLdu3SIpKQmtVsugQYMYOnRosT0NSpUqha2tbaEGi8J0jBw5kri4OHJzc7GxsaFXr154eXlRt25d1dH04vHjx5QvX77YtbZt27J48eJCDTTXrVvH4sWLTWqXzjPvv/8+tra2fPLJJ1SpUoWbN28yYcIESpcuTVRUlOp4QhgMmbYghBBCGJGLFy8yYsSIIoUDAHNzc7p3787XX3+tIJn+2NvbY29vD0BwcPBzH1sQpm3RokVkZGSwa9cutm/fzsqVK1m1ahXNmjXDx8eHbt26Ua5cOdUxX5qOHTsyfPhwfH19i/y8qFKlCr/++muh4sGvv/5K5cqV9ZxSf06dOvXcaSO//fYbISEhVKtWDYDXXnuN3r17M3/+fH1GFMLgyf4tIYQQooTJz89XHUFvgoOD/2PhIDk5WU9phKGpWLEifn5+fPvtt+zdu5chQ4bw+++/M2nSJNq0acP48eNVR3xpgoODCQ8Pp0uXLuzevbvQ2sCBA5k9ezadO3fG19eX9u3bs3v3boYMGaIo7csXEBDAiBEjuHbtWpG1V199lcjISFJSUsjLy+PatWvExMSYzC4VIf4ueWxBCCGEMCL9+vUjNzeX6OhozMzMCq3l5+fTp08fzM3NiY6OVpRQ/6Kjozl06BCPHz+moKBAdzw/P5+MjAyuX7/OuXPnFCYUhuT69euEhoayf/9+NBoN58+fVx3ppcnMzGTVqlVERETw6quvMnbsWFq3bg1AQkIC27dv5969e1SvXp0ePXrg4uKiOPHL89tvvzF//nyOHj2Kl5cXI0aM0E2YOH36NB999BEPHz7UnV+xYkWWL19Os2bNVEUWwuBI8UAIIYQwIs8aJrZu3Zrhw4fz2muvAXD58mWWLl3KTz/9xIwZM/Dy8lKcVD+ioqKYNm2a7vVfGyiWKVOGTp06yfZjE5eamqp7fOFZsaBVq1b4+Pjw7rvvKk738v3xxx8sWbKEzZs34+LiwtixY2nUqJHqWEocP36c+fPnc/nyZQYMGMDgwYOxsrLi4cOHHDx4kN9//53q1avTrl07KlWqpDquEAZFigdCCCGEkZk2bRpRUVFoNJpCx7VaLe+99x5Tp05VlEz/evfuzYMHD1ixYgW5ubl4eXkRFxeHVqtlxYoVbNiwgcjISJydnVVHVeKPP/7QjZ57dpfVVGRnZ3PgwAG2b9/O0aNHycvLo2bNmvTu3RsvLy/s7OxUR9S7a9eu8eWXX3LgwAG6du3KqFGjdP1DTM2ePXtYuHAhDx48IDAwED8/P0qXLq06lhAGTYoHQgghhBH6+eef+e6777h58yZarRYHBwc8PDxK9Lbj4jg5OTFkyBACAwPRarU4OTkxZ84cPDw8APD396dChQosW7ZMcVL9Sk9P55NPPiE+Pl53rE2bNsydOxdra2uFyfTnzTff5MmTJ5QuXZqOHTvi4+ODq6trkaJbSZeWlkZycjI2NjbUrFkTgMTERObOncuZM2fo168fgYGBJvN18Wd5eXls3LiRr7/+GktLSz7++GN69uypOpYQBkuKB0IIIYQwWk2aNGHKlCl4e3sD0KNHDzp37syIESMAWLt2LWvWrCE2NlZlTL375JNPOH/+PIMHD8ba2pobN24QFhZGy5YtCQ0NVR1PL3r16oWPjw89evQwye3n6enpjB8/nh9++EF37LXXXmPOnDm6RxYOHjzIggULSElJYdCgQQwcOBBLS0tVkV+6J0+eEBcXx+3bt7GxsaFly5bUqFGDx48fs2LFCtauXUvt2rUZO3Ysbdu2VR1XCIMjoxqFEEIII1ZQUMCZM2d0W9ObNGlSpJFiSfbKK69w9+5d3Wt7e3suX76se21paUlaWpqKaC/d48ePKV++fLFrR48eZfHixbrRdG3btqWgoIDFixfrM6JS27ZtUx1BqWnTpnHmzBkmTZpE7dq1SUtLY/369QQFBbFv3z5Kly6Nu7s777zzDlu2bGHx4sVs2LCh0G6VkuTChQsMHjyY33//XXesTJkyTJ06lV69evGvf/0LPz8/lixZwtChQ2nRogVjx46lcePGClMLYVhkVKMQQghhpJKTk/H09OS9997jX//6F76+vvTq1YukpCTV0fSmVatWfPvtt7omeG+88QY//fQTqampAMTGxmJjY6My4kvTsWNH1q1bR15eXpG1KlWq8OuvvxY69uuvv1K5cmU9pTMMOTk5LF26lO7du9O8eXNcXFzw9PQkLCyMnJwc1fFeqvj4eIYNG4afnx9t2rShR48ezJ49mzt37nDp0iXdeaVKlaJPnz58//339O/fX2Hil+uLL76gWrVq7N69mzNnzvDDDz/Qu3dvpkyZwqNHj4CnxcgvvviCHTt2UL58efr27as4tRCGRYoHQgghhJGaMWMG1tbWREVFsXfvXpYtW0ZOTk6h6QMl3ZAhQ8jMzMTLy4u0tDT69OnDkydP6NKlCx4eHsTFxen6H5Q0wcHBhIeH06VLF3bv3l1obeDAgcyePZvOnTvj6+tL+/bt2b17N0OGDFGUVv9ycnIYMGAAixcv5tatW9SqVQtbW1uuX7/OokWL8Pf3L9EFhDJlynDmzJlC00cSExPRaDRUqVKlyPmWlpYMHTpUnxH16vz583h7e1OvXj1Kly5NtWrV+Oijj8jKyuLq1auFzq1Xrx5Lly4lKipKUVohDJP0PBBCCCEMWHJy8nO7wrdu3Zrw8HCaNGmiO7ZhwwYWLFjAzz//rK+IyiUlJREVFcWnn34KPH2Oe/bs2dy/fx93d3cmT55cYp/jzszMZNWqVURERPDqq68yduxYWrduDUBCQgLbt2/n3r17VK9enR49ephUQ80lS5awZMkSBg8eTFBQEGXLlgUgKyuLr7/+muXLlzN69OgSW1BZt24dM2bMoGrVqtjb25ORkcHVq1fx9PRk9uzZquPpXffu3SlfvjyzZs3CwcGBjIwMlixZwqZNm4iPjzfJvhhC/FNSPBBCCCEMWJMmTfD392fYsGFFtpx7eXnRqlUrxowZg5mZGY8fP+Zf//oXd+/eZefOnWoCCyX++OMPlixZwubNm3FxcWHs2LG6pnimqmvXrtStW5elS5cWuz58+HCSkpJK9PfKL7/8wvbt27lz5w62tra0bt2a7t27m9zECYDjx48zcuRIMjIydMfMzMyYMGECfn5+CpMJYTykeCCEEEIYsB9++IHQ0FDu3LnD4MGDef/99ylTpoxuLSgoCHNzcypWrEh6ejoAixcvxs3NTWFqocq1a9f48ssvOXDgAF27dmXUqFHY29urjqVEkyZNGD9+/HMvDKOiopg3bx6JiYn6DSaUefz4MYcOHeLu3bvY2trSokULk/3+EOK/IcUDIYQQwsBptVpiYmJYvHgx+fn5jBgxAm9vb0qVKsWNGzfYtWsXv//+O9WrV6dLly68+uqrqiO/NP9NUUSj0ZToUY1paWkkJydjY2NDzZo1gafPts+dO5czZ87Qr18/AgMDsba2VpxUv1q2bEn//v0JDg4udn3x4sWsW7eOhIQEPScTQgjjJMUDIYQQwkjk5OSwdu1aVqxYgY2NDWPGjKFjx46qY+lVhw4d/qv3HTp06H+cRL309HTGjx/PDz/8oDv22muvMWfOHN0jCwcPHmTBggWkpKQwaNAgBg4cWGL7P/zVsGHD+Pe//83OnTuLNAhMS0ujZ8+evPHGG4SHhytKKIQQxkWKB0IIIYSRuX//PuHh4URFRdGoUSNCQkJ46623VMfSiz179vDmm29SvXp11VGUGz16NMePHycoKIjatWuTlpbG+vXruXfvHvv27aN06dIAFBQUsGXLFhYvXkxBQQHx8fGKk+tHYmIifn5+VKlSBX9/f1577TUALl26RFRUFA8ePGDt2rU4OzsrTiqEEMZBigdCCCGEgdNqtZw5c4bbt29jY2PDG2+8Qbly5UhOTuarr75i9+7duLm5MWbMGOrVq6c67kvVokULPv30U7y9vQEYMGAAgYGBuLq6Kk6mfy4uLowYMYL+/fvrjl27do2uXbuydevWIg0Tnzx5QmRkZIkex/dXe/bsYfLkyTx8+FDXJFCr1WJlZcXkyZPp0aOH4oRCCGE8zFUHEEIIIcTzJScnExQUxMWLF3Xz2m1sbJgzZw5t27Zl3rx5DBo0iPnz59OzZ0969erFyJEjqVatmuLkL0dubi63bt3SvU5ISKBPnz4KE6lTpkwZzpw5g1ar1V0YJyYmotFoimzTB7C0tDSpwgFAt27daNeuHUePHuXmzZtotVocHBxo06YNVlZWquMJIYRRkZ0HQgghhAEbPHgwN2/eZMKECbqt6StXruSXX37hhx9+0M2uBzh69Cjz58/n6tWrJbaDvJ+fH6dOnaJhw4ZYWVmRkJBAvXr1sLGxee57NBoNa9eu1WNK/Vi3bh0zZsygatWq2Nvbk5GRwdWrV/H09GT27Nmq4wkhhChhpHgghBBCGLA333yTkJAQfH19dceSkpLo1KkTmzZtokmTJkXes2vXLrp3767PmHpz5coVQkJCuHjxIvn5+Wg0Gv7TrzIajYbz58/rKaF+/fLLL2zfvp07d+5ga2tL69at6d69u24nghBCCPG/IsUDIYQQwoB17NiRunXr8uWXX1K+fHkAli1bxqJFizh8+DC2traKE6qTl5dH48aNmTNnzn8slpiZmekplRDGaceOHYwbNw4LCwucnZ0JDQ2lcuXKqmMpk5aWxpUrVyhTpgyOjo4mM6VEiBcppTqAEEIIIZ5v9OjRHD16lJYtW9KuXTvefPNNFi5cyODBg026cABgbm5OcHAwDRs2xMzM7IV/hBAvptVq0Wq1HDlyhIYNG7J582bVkZSKj49nwIABTJo0iQ4dOvDbb7+pjiSEcrLzQAghhDBwycnJ7Ny5k7t372Jra4urq6vJjGYUQujfn5twmqqjR48SFhbGunXriIuL48GDB3h6eqqOJYRSUjwQQgghhNHKz89nyZIlbN26lT/++IOCgoIi52g0Gs6dO6cgnRBCCFFyyKhGIYQQQhitxYsXs2zZMsqVK0fDhg2xsLBQHUkYsD/++IM7d+5QvXp1qlatqjqOEtnZ2Zw4cYLk5GTc3NywtLQkOzvbZD8PIcTfJzsPhBBCCGG0OnToQNWqVYmIiKBcuXKq4wgDlZ6ezieffEJ8fLzuWJs2bZg7dy7W1tYKk+nXvn37mDJlCunp6QCsXr2a3NxcgoKCGD16NAMHDlScUP/OnDnD/v37SU5OZujQoZQrV46zZ8/SuXNnk390Q4i/koaJQgghhDBav//+O15eXlI4EC80a9Ys7t69y5w5c1ixYgUTJ07kwoULzJgxQ3U0vTl58iSjRo2icuXKDB06VHf8lVdeoWbNmsydO5cDBw4oTKh/s2bNom/fvixfvpw9e/aQmprKhQsX+PjjjwkODiY3N1d1RCEMihQPhBBCCGG0atSowYMHD1THEAbg8ePHz107evQoX3zxBT179qRt27b4+/szdOhQjhw5oseEaoWFhWFnZ8eWLVsYMGAAzzYfN2jQgC1btlCnTh3WrFmjNqQexcTEsHbtWnr27El4eLju82jWrBndunXj0KFDREVFKU4phGGR4oEQQgghjJa3tzcbN27k0aNHqqMYvB07dtCwYUOaNWvGhx9+yP3791VH+p/q2LEj69atIy8vr8halSpV+PXXXwsd+/XXX6lcubKe0qmXmJiIl5cXlpaWRbbjW1lZ0adPHy5fvqwonf6tX78eFxcX5syZQ9OmTXXHq1atyoIFC2jdujVbt25VmFAIwyMNE4UQQghhtGrWrIlGo6FLly60b98eW1tbSpUqfG9Eo9EwcuRIRQkNh1arRavVcuTIEZYvX87mzZv56KOPVMf6nwkODiYsLIy1a9cyatQo3n33Xd3awIEDmTBhAhs2bMDGxobbt29z7949pk2bpjCxfuXk5FCpUqXnrpubm5OVlaXHRGpduXKF0aNHP3e9Y8eOzJ07V4+JhDB8UjwQQgghSpCsrCzS0tIoU6YMNjY2quO8dCEhIbq/b9mypdhzpHjwlKenp25O/ZgxY0pcMzh/f3969+7NqlWrmDRpEqtWrWLs2LG0bt0aLy8v7O3t2b59O/fu3aNdu3b06NEDFxcX1bH1pk6dOiQkJODr61vs+sGDB6ldu7aeU6ljZmZW7GjXZzIyMjAzM9NjIiEMnxQPhBBCiBJk3759jBs3jgoVKmBra8vKlSupWbOm6lgvTWRkpOoIRqmkFQ6eKVeuHCNGjMDX15clS5YwZMgQXFxcGDt2LC4uLiZVLPgrb29vZs6cSdOmTenUqRPw9OsgNTWVhQsXcvz48ULFuJKucePG7N27lw8++KDIWlZWFlu3bqVhw4b6DyaEAZNRjUIIIUQJcuDAAWbOnFmo2Ze/v7/iVEKfsrOzOXHiBMnJybi5uWFpaUl2djZVq1ZVHU3vrl27xpdffsmBAwfo2rUro0aNwt7eXnUsJbRaLaNHj2bv3r264lHZsmXJyspCq9XStm1bwsPDTeZu+5EjRxgyZAjvvPMOXbt2JSQkhC+++AIrKyvCw8P57bffWLx4MR07dlQdVQiDIcUDIYQQQhiNpKQkbG1tsbS01L3+O2rVqvUyYxmMffv2MWXKFNLT0wFYvXo1ubm5BAUFMXr0aAYOHKg44cuXlpZGcnIyNjY2ul03iYmJzJ07lzNnztCvXz8CAwOxtrZWnFSNPXv2sHv3bq5fv05BQQH29vZ4eHjg5eVVpF9ISRcVFcXs2bPJy8tDq9XqiioajYYRI0YQGBioOKEQhkWKB0IIIYQwGg0bNmTu3Ln06NEDeDpm7j9twddoNJw7d04f8ZQ6efIk/fv3p3bt2nTu3Jnw8HBWr15NlSpV+Pjjj7l582aJvpOanp7O+PHj+eGHH3THXnvtNebMmUOjRo2Ap8/1L1iwgJSUFAYNGsTAgQN1hShhmlJSUvjuu+8KFVM6d+5sUv0fhPi7pHgghBBCGLHnNfwqqXcQx48fT79+/WjWrBkAn3766d96fn/WrFkvO5pygwcP5saNG2zfvp0nT57QunVrIiIicHV15dGjR/Tt2xdra2vWr1+vOupLMXr0aI4fP05QUBC1a9cmLS2N9evXc+/ePfbt20fp0qWBp98zW7ZsYfHixRQUFBAfH684uRBCGAdpmCiEEEIYkby8PBYuXMiuXbv4/fffyc/PL3JOSb7T/tciwOzZsxUlMTyJiYl8+OGHWFpaFhm5Z2VlRZ8+fQgPD1eU7uWLj49nxIgR+Pn56Y41btyYrl27cunSJd3ug1KlStGnTx+6d+9eohtu/p1dOX9Vkn92nDhx4r96X4sWLf7HSYQwXlI8EEIIIYzIsmXLWLFiBVZWVjRq1IgyZcqojiQMRE5ODpUqVXruurm5eZGiQklSpkwZzpw5U+jZ9cTERDQaDVWqVClyvqWlJUOHDtV3TL1xcnIqUjy4cOECmZmZODo6Uq9ePQoKCrhx4wYXL17ExsaG1q1bK0r78vXv3/+/mjJy/vz5l5BGCOMkxQMhhBDCiMTExNCkSRNWr15NhQoVVMcRBqROnTokJCTg6+tb7PrBgwdL9HPcQ4YMYcaMGRw7dgx7e3syMjK4evUqnp6e1KhRQ3U8vfvmm28Kvd6zZw/jxo0jPDyc9u3bF1qLj48nODi4RI+yHDp0aKHiQX5+Phs2bMDc3Jzu3btTr149tFot165dY8eOHVhYWDB8+HCFiYUwPFI8EEIIIYzIvXv3+PDDD6VwIIrw9vZm5syZNG3alE6dOgFPt6GnpqaycOFCjh8/TkhIiOKUL0///v1p1KgR27dv586dO7z66qsMGzaM7t27q45mEMLCwvD19S1SOABo27Ytfn5+rFy5kj59+ihI9/KNGjWq0OvFixdjaWnJli1bqFatWqG1wMBAfHx8/vY0FyFMhRQPhBBCCCNSs2ZNHj9+rDqGMEABAQGcPHmSOXPmMHfuXDQaDYGBgWRlZaHVamnbti3vv/++6pgv1VtvvcVbb72lOoZBunHjxnN3pQDY2dlx9+5dPSZSa/Pmzfj7+xcpHADY2Njg6+vL2rVrGTdunIJ0QhimktmKWQghhCihvL29iY6OJiMjQ3UUYWA0Gg1ffvklCxYsoEOHDtStW5fq1avTtm1bpk+fzvLlyzEzM1MdUyhSo0YNDh8+XOyaVqvlu+++w8HBQc+p1MnIyHjhmM5SpUrx5MkTPSYSwvDJqEYhhBDCgC1cuLDQ64KCAiIjIylXrhzt27enatWqRcYyajQaRo4cqc+YQggDFx4ezpdffomPjw8BAQG8+uqrZGdnc/XqVcLDw/nhhx+YPHky/fr1Ux1VL/r27UtWVhabNm0q0nj24cOHeHl5Ub16ddatW6cooRCGR4oHQgghhAFr0KDBP36PRqORDuFCiEIKCgoYPXo03333XZGpA1qtFn9/fyZNmqQonf59//33fPzxx9SvX58+ffrg4OBATk4OV69eJSoqitTUVFatWkWrVq1URxXCYEjxQAghhDBgCQkJ/9X7SmrX9IYNG/7j95TU2fUNGjT4x6PnSupnIf6+n376iQMHDnDr1i0AateuTdeuXWnevLnaYAps2LCB+fPnk5mZqfte0mq1VKpUicmTJ9OtWzfFCYUwLFI8EEIIIYzI7du3sba2pmzZssWuP3jwgPPnz5fYu2UdOnT4r9536NCh/3ES9Xx9fYsUDy5cuEBmZiaOjo7Uq1ePgoICbty4wcWLF7GxsaF169bMmzdPUWIhDM/jx485evSobrJC7dq1adOmzXN/xgphyqR4IIQQQhiRhg0bMm/evOeOn9u8eTMzZszg1KlTek4mVNuzZw/jxo1jyZIlRcbxxcfHExwczGeffVZiR/GJ/yw/P58LFy7w6NEjCgoKCh3PyMjgyJEjzJo1S2FCIYQhk1GNQgghhAFLSkpi+/btutdarZZ9+/Zx/fr1IudqtVoOHjxI6dKl9ZhQGIqwsDB8fX2LFA4A2rZti5+fHytXrpTigYm6efMmH3zwAXfu3HnheaZUPLhy5QqHDx9+bjHl6NGj7Nu3T2FCIQyLFA+EEEIIA2ZnZ8d3333H5cuXgafPrO/bt++Fv9AOHDhQX/GUSUtL4+TJk+Tn59O4cWPs7OxUR1Luxo0b+Pr6Pnfdzs6Ou3fv6jGRYduxYwfjxo3DwsICZ2dnQkNDqVy5supYL83ChQu5c+cOHh4elC1blu3btzNkyBBSU1PZt28fubm5fPPNN6pj6s2xY8cYPHgw+fn5aLVaNBoNzzZkP3sc6JVXXlEZUQiDI8UDIYQQwoCVKlWKZcuWkZSUhFarZdCgQQwZMgRXV9diz7W1taVevXoKkurPokWLWL58Ofn5+cDTX/Q9PT2ZOnUqFhYWitOpU6NGDQ4fPoyfn1+RNa1Wy3fffYeDg4OCZIZJq9Wi1Wo5cuQIy5cvZ/PmzXz00UeqY700x48fp1u3boSGhpKRkcG2bdtwc3PDycmJwYMH4+3tzb59+/6rCS/GKDw8nNKlSzNhwgQ0Gg3Tpk1j6dKlPHr0iHXr1nH58mU2bNigOqYQBkWKB0IIIYSBs7e3x97eHoDg4GA6d+5M/fr1FadSY9u2bXz99ddUr16djh07UqpUKY4ePcq2bduoUKECEyZMUB1RGS8vL7788ksmTpxIQEAAr776KtnZ2Vy9epXw8HB+/vlnJk+erDqmwfD09MTT0xOAMWPG/OPJFcbm/v37ODs7A1CxYkWqVavGuXPncHJyonbt2nh5ebF//35GjhypOKl+nDt3jvfeew8/Pz9ycnKYPn065ubm9OzZk06dOtGzZ0+WLl3KzJkzVUcVwmBI8UAIIYQwIvHx8ZQvXx5LS0tq1aqlOo7ebdmyhQYNGhAVFUX58uWBp88njxo1ik2bNjFu3DjMzMwUp1Rj8ODBnD9/ns2bN7Nly5ZCa1qtFn9/f/r166conWEr6YUDAEtLy0L/nXZ2drrHoQDq169PTEyMimhKZGZm8tprrwFgYWGBvb09Fy9epF27dlhaWtK7d+9C/WaEEFI8EEIIIYxKSkoKc+bMYe7cuTg6OtK5c2c6duxoMluNf/vtN4KCgnSFAwAzMzMGDhzI/v37uXr1Ko6OjgoTqlOqVCm++uorfvrpJw4cOMCtW7eAp6PnunbtSvPmzdUGVCQ7O5sTJ06QnJyMm5sblpaWZGdnU7VqVdXR9Kp+/focPXpUV0B69dVXOXv2rG793r17qqIpUalSJR4/fqx7bWdnx9WrV3WvX3nlFZP7TIT4T6R4IIQQQhiR2NhYLly4wKFDh4iLi2Pp0qUsXboUOzs7OnXqRMeOHXnrrbdUx3xpHj16RKVKlYocr1WrFlqtlgcPHihIZVhatWpFq1atVMcwCPv27WPKlCmkp6cDsHr1anJzcwkKCmL06NEm0Vz0GU9PTz7//HOCgoKYO3cuHTp0YOvWrYSGhuLo6Mi6detM6nGoZs2asWPHDvr160eZMmWoV68ecXFx5OfnY2ZmxoULFwoVKYUQUjwQQgghjE6DBg1o0KABw4cPJzU1lbi4OGJjY/n2229Zs2YNNjY2xMfHq475UuTn51OqVKkix589qpCbm6vvSAYlPz+fCxcuPHf03JEjR0xmFN/JkycZNWoUtWvXpm/fvoSHhwNP7yjXrFmTuXPnUqtWLTp27Kg4qX707duX3377jY0bN2Jubo67uzstWrRgxYoVwNOt+yNGjFCcUn/69+/PoEGD6NSpEzt27MDT05N169bx/vvv8+qrr7Jt2zbc3d1VxxTCoEjxQAghhDBieXl5mJmZYWVlRbly5cjMzCQ1NVV1LKHAzZs3+eCDD7hz584LzzOV4kFYWBh2dnZs2bKFJ0+esGzZMuBp8W3Lli307duXNWvWmEzxAGDixIkEBwdTpkwZ4OlOjL1795Kenk7btm1L/KSWP3N1deWrr74iPDycihUr0rhxYwYPHszKlSv5+eefqV27NmPHjlUdUwiDIsUDIYQQwohkZGRw/Phxjh07xrFjx7h+/TparZYKFSrg4uJC69atadOmjeqYQoGFCxdy584dPDw8KFu2LNu3b2fIkCGkpqayb98+cnNz+eabb1TH1JvExEQ+/PBDLC0tycrKKrRmZWVFnz59dLsRTIG/vz+9evWiT58+umOlS5emZ8+eClOpk5KSgoeHBx4eHrpjY8aMwc/PjwcPHvDaa69hbi6XSkL8mXxHCCGEEEakVatWaLVaLC0tadKkCd27d6dNmzY0bdq02O38JVF0dDRHjx4tdCwnJweNRsOqVavYsWNHoTWNRmMS49aOHz9Ot27dCA0NJSMjg23btuHm5oaTkxODBw/G29ubffv2mUxzzZycnGL7Yzxjbm5epKhQkp0+fZru3burjmEw3nvvPby8vIqMpqxRowY1atRQlEoIwybFAyGEEMKIlC1blszMTEqXLo21tTWvvPIKtra2JlM4ADhx4gQnTpwodq24Xg+mUjy4f/8+zs7OAFSsWJFq1apx7tw5nJycqF27Nl5eXuzfv7/IxVJJVadOHRISEvD19S12/eDBg9SuXVvPqdRxcHDg+vXrqmMYjNTUVCkSCPEPSfFACCGEMCIJCQkkJiYSHx/Pjz/+yOTJk9Fqtdjb2+Pq6krr1q1xdXV94R1XYxYZGak6gsGytLREo9HoXtvZ2XH58mXd6/r16xMTE6MimhLe3t7MnDmTpk2b0qlTJ+BpISk1NZWFCxdy/PhxQkJCFKfUn7FjxxISEkJGRgatWrV6btHR1dVVQTr9c3Fx4eDBg/j4+BT6vhFCPJ9Gq9VqVYcQQgghxH/n/v37uv4HP/30E0lJSZQqVarQ/HZhGvz9/bGxsWHRokUATJgwgcuXLxMdHQ3A119/TURExHN3bZQ0Wq2W0aNHs3fvXt3FYdmyZcnKykKr1dK2bVvCw8N1kzpKuj8/rvKii+Xz58/rI45y69evZ8GCBdjY2ODi4lJsMUWj0ZjMTh0h/g7ZeSCEEEIYsYKCAvLy8sjOziYzMxOtVkvp0qVVx3rp0tLSOHnyJPn5+TRu3Bg7OzvVkZTz9PTk888/JygoiLlz59KhQwe2bt1KaGgojo6OrFu3jvr166uOqTcajYYvv/ySTp06sXv3bq5fv05BQQH29vZ4eHjg5eVlUo/7BAUFyR32P5k+fToAmZmZJCUlFXuOFA+EKEx2HgghhBBGJD8/n1OnTnHkyBHi4+M5f/48BQUFWFtb4+bmhru7O23atKFs2bKqo740ixYtYvny5eTn5wNPf8H39PRk6tSpWFhYKE6n1vTp09m4cSO//PILFhYWDBgwQLfTwMLCguXLl9OqVSvFKYWhysrKKtE/O/4sISHhb53n4uLykpMIYTykeCCEEEIYkbfeeku3w6B27dp06NCBjh078uabb5rEXcVt27bx6aefUr16dTp27EipUqU4evQoV65coX///kyYMEF1ROXu379P5cqVAcjNzWXv3r2kp6fTtm1b6tWrpzacUMbd3Z0JEybg7u5e7PqOHTuYMWMGx48f13MyNW7fvo21tfVziyUPHjzg/PnzUmwT4k/ksQUhhBDCiNSrV4+OHTvi7u5ukheCW7ZsoUGDBkRFRVG+fHng6W6MUaNGsWnTJsaNG2cyz7D/lb+/P7169aJPnz66Y6VLl6Znz54KU+lPgwYN/nEBTaPRcO7cuZeUSK20tDSuXLmie52cnMyZM2eoWLFikXMLCgo4ePAg2dnZ+oyolLu7O/PmzXvu+Mr9+/czY8YMTp06pedkQhguKR4IIYQQRuRZ8zt4enFw69YtLCwsqF69uu5uc0n222+/ERQUpCscAJiZmTFw4ED279/P1atXcXR0VJhQndOnTz/3QsgUODk5FSkeXLhwgczMTBwdHalXrx4FBQXcuHGDixcvYmNjQ+vWrRWlfflKly7NiBEjePDgAfC0UBIeHk54eHix52u1Wtq1a6fPiHqVlJTE9u3bda+1Wi379u0rdnylVqvl4MGDJtE/Roh/QooHQgghhJG5ceMGn3/+eaFndjUaDS1btuTzzz+nTp06CtO9XI8ePSp2DGWtWrXQarW6CyVT5ODgUOyFkKn45ptvCr3es2cP48aNIzw8nPbt2xdai4+PJzg4uEQ/z16hQgXmzJnDqVOn0Gq1hIeH4+7uXmxxzczMDBsbmxK9S8XOzo7vvvtON75Uo9Gwb98+9u3b99z3DBw4UF/xhDAKUjwQQgghjEhKSgq+vr6kpaXRokUL6tevT35+PpcuXeLYsWP4+fmxfft2XnnlFdVRX4r8/PxiO+Q/e1QhNzdX35EMxtixYwkJCSEjI4NWrVoVO3oOwNXVVUE6/QsLC8PX17dI4QCgbdu2+Pn5sXLlykKPeZQ07du31/33nzx5koCAAJP5//9XpUqVYtmyZSQlJaHVahk0aBBDhw4ttqdBqVKlsLW1NclHw4R4ESkeCCGEEEZkyZIlZGRksHLlStq2bVtoLT4+nmHDhhEeHs6kSZMUJRSqBAYGAhATE8O2bduee9758+f1lEitGzdu4Ovr+9x1Ozs77t69q8dEaq1bt051BOXs7e2xt7cHIDg4mM6dO5vU+FIh/v+S4oEQQghhRA4fPkzfvn2LFA7g6d3Uvn37EhsbK8UDExQUFGQSEzf+rho1anD48GH8/PyKrGm1Wr777jscHBwUJBOGIDg4WHUEIYyOFA+EEEIII5Kamsrrr7/+3PX69euzadMmPSbSv+joaI4ePVroWE5ODhqNhlWrVrFjx45CaxqNhpkzZ+ozohIjRoz4j+dkZWXpIYlh8PLy4ssvv2TixIkEBATw6quvkp2dzdWrVwkPD+fnn39m8uTJqmMKIYTRkOKBEEIIYURsbGy4dOnSc9cvX75MlSpV9JhI/06cOMGJEyeKXYuPjy9yzFSKB+7u7kyYMAF3d/di13fs2MGMGTM4fvy4npOpMXjwYM6fP8/mzZvZsmVLoTWtVou/vz/9+vVTlE4IIYyPFA+EEEIII/L2228THR1N586di3SKP3bsGNHR0SV6XF9kZKTqCAYjLS2NK1eu6F4nJydz5swZKlasWOTcgoICDh48SHZ2tj4jKlWqVCm++uorfvrpJw4cOMCtW7cAqF27Nl27dqV58+ZqA75keXl5mJvLr/pCiP8djVar1aoOIYQQQoi/JyUlBU9PTx48eEDLli157bXXALh06RIJCQlUrFiRmJgYatasqTipeNkePnxIp06d/vZ4Sq1WS7t27Vi+fPlLTiYMQfv27Rk9ejSenp4AbNu2DWdnZ13DQFOTmJjIa6+9hpWVleooQhgtKR4IIYQQRubKlSt88cUXJCQk8Od/xlu0aMGUKVNkvJgJ+eGHHzh16hRarZbw8HDc3d1xdHQscp6ZmRk2Njb07NnTpC6e8vPzuXDhAo8ePaKgoKDQ8YyMDI4cOcKsWbMUJnx5GjduzMSJE3WPZjRs2JC5c+fSo0cPxcnUaNmyJWPHjtWN5hw/fjz9+vWjWbNmipMJYTxkL5MQQghhRE6fPs0bb7zB2rVrSU9PJykpCXg6gsza2lpxOqFv7du3p3379gCcPHmSgIAAXF1dFacyDDdv3uSDDz7gzp07LzyvpBYPqlWrxqpVq8jLy8PKygqtVsvPP/9Mfn7+C9/Xq1cv/QTUsydPnpCenq57HRMTQ5s2baR4IMQ/IDsPhBBCCCPStm1bevbsySeffKI6ihAGbcyYMezZswcPDw/Kli3L9u3bGTJkCKmpqezbt4/c3Fy++eYbGjRooDrqS7Fx40amTJnyt8d3arVaNBoN58+ff8nJ1PDy8uLq1au0a9eO8uXLExMTQ4sWLV74GIepNFsV4u+S4oEQQghhRJo2bcqkSZN0W2+FEMVr27YtLVu2JDQ0lIyMDFxcXPjmm29wcnLixo0beHt7M2DAAEaOHKk66ktz8eJFLly4QE5Oju7nRtOmTV/4npL6s+Xnn39m5MiRpKWlAU8LA//pMqgkF1OE+G/IYwtCCCGEEenYsSNbt27l3XffpVy5cqrjCGGw7t+/j7OzMwAVK1akWrVqnDt3DicnJ2rXro2Xlxf79+8v0cWD119/nddffx2AsLAw3NzcnjvKs6RzdnYmPj6ee/fukZ2djYeHB59++ikdOnRQHU0IoyHFAyGEEMKI1KlTh7i4ON5++22aNGmCjY0NZmZmhc7RaDTMmTNHUULD8PjxY8zMzChbtqzqKEIRS0vLQlv27ezsuHz5su51/fr1iYmJURFNiUOHDun+npaWxq1bt7CwsKB69epUrlxZXTA9KlWqFNWrVwegd+/eODk54eDgoDiVEMZDigdCCCGEEVm6dKnu7z/99FOx55ha8eDw4cP8+9//Zvjw4QDMmTOHyMhINBoNvr6+fPbZZ4oTvhx5eXmYm8uvcs9Tv359jh49qps28Oqrr3L27Fnd+r1791RFU+bGjRt8/vnnJCQk6I5pNBpatmzJ559/Tp06dRSm069njTIfPXpEfHy8rphSs2ZN2rZtK4VHIYohPQ+EEEIII5KcnPy3zrOzs3vJSQxDbGwsw4cPx8HBge+//56ff/6ZgIAA7O3tqVq1KomJiUyaNAk/Pz/VUf/n2rdvz+jRo/H09ARg27ZtODs7v7ABnCmJjo7m888/x93dnblz53Ls2DGCg4MZPHgwjo6OzJo1i7p16xIVFaU6ql6kpKTQu3dv0tLSaNGiBfXr1yc/P59Lly7xyy+/UKVKFbZv384rr7yiOqrefP/990yaNImHDx/q+h9oNBqsrKyYOnUq3bp1U5xQCMMi5WohhBDCiJhKUeDvioiIwMHBgcjISAB2795NqVKlWLt2LXZ2dgQGBrJly5YSWTxITU3lyZMnutfjx49n7ty5Ujz4P3379uW3335j48aNmJub4+7uTosWLVixYgUAFhYWjBgxQnFK/VmyZAkZGRmsXLmStm3bFlqLj49n2LBhhIeHM2nSJEUJ9evXX39lzJgxlC9fnqCgIBwdHXXFlA0bNvDJJ59gb2//HxtMCmFKpHgghBBCGJFt27b9x3MsLCyoWrUqDRs2xMrK6uWHUuj8+fMMHz6catWqAfDjjz9Sv359XZGlXbt2zJ07V2XEl6ZatWqsWrWKvLw8rKys0Gq1/Pzzz+Tn57/wfb169dJPQAMwceJEgoODKVOmDACrV69m7969pKen07ZtW+rVq6c4of4cPnyYvn37FikcwNPJFH379iU2NtZkigdhYWFUqlSJbdu2UbVq1UJrfn5+9OrVi5UrV7Jo0SJFCYUwPFI8EEIIIYzIp59+WqgJ3J+32v6VhYUFo0aN4oMPPtBXPL3Ly8ujQoUKwNNHOm7evMn777+vWy8oKCixfQEGDx7MlClTmDFjBvD0ayA6Opro6Ohiz9dqtWg0GpMpHvj7+9OrV69CowdLly5Nz549FaZSJzU1VTd5oTj169dn06ZNekyk1qlTpwgICChSOACoWrUq7733Ht9++62CZEIYrpL5r6kQQghRQi1btoxPP/0Uc3Nz+vfvT7169ShbtixXrlxh48aN3L17l+DgYPLy8tizZw9z5szB3t6ejh07qo7+Utjb23Pu3DkA9u/fj0aj4e2339atx8bGlthHPfr164eTkxMXLlwgJyeHSZMm0adPH9lm/X9Onz5N9+7dVccwGDY2Nly6dOm565cvX6ZKlSp6TKRWZmYmNjY2z123sbHh4cOHekwkhOGT4oEQQghhRGJjY7GysmLr1q1UrFhRd7xt27b4+Pjg7e3NnTt3mDhxIgMHDiQgIIDIyMgSWzzw8PAgLCyM5ORkEhISqFatGq1ateLmzZvMmDGDH3/8kXHjxqmO+dK8/vrrurvJYWFhuLm54e7urjiVYXBwcOD69euqYxiMt99+m+joaDp37oyLi0uhtWPHjhEdHW1SxRZ7e3t++umn5/ZD+emnn6hZs6aeUwlh2KR4IIQQQhiRffv2MXDgwEKFg2fKly+Pt7c3ERERTJw4EQsLC959912+/vprBUn1Y/jw4dy/f58tW7ZQo0YNZsyYgbm5Offv3+fw4cP4+PjQv39/1TH14tChQ7q/p6Wl6UbPVa9encqVK6sLpsjYsWMJCQkhIyODVq1aYWtrS6lSpYqc5+rqqiCd/o0YMYIDBw7w/vvv07JlS1577TUALl26REJCAhUrViQ4OFhxSv159913Wbp0KUuWLGHIkCFYWFgAkJOTQ3h4OAcOHCAwMFBxSiEMi4xqFEIIIYzIm2++SVBQEB9++GGx6ytXrmTJkiUkJiYCT8fVzZo1i1OnTukxpXo5OTmkpaVRvXp11VH06saNG3z++eckJCTojmk0Glq2bMnnn39OnTp1FKbTrwYNGuj+XlxPkGfOnz+vjzgG4erVq0ydOpWEhAT+fAnQokULpkyZYlINJLOzs+nfvz+nT5/G0tJSN6Xk1q1bPHnyhEaNGrFhwwbKli2rOKkQhkN2HgghhBBGpEGDBkRHR9OvXz/Kly9faC0zM5PNmzfj6OioO3by5EmTG92Xn5/PsWPHMDMz45VXXin2bnNJlJKSgq+vL2lpabRo0YL69evrRs8dO3YMPz8/tm/fziuvvKI6ql4EBQW9sGhgiurWrcvatWtJT08nKSkJeLp939raWnEy/StTpgyRkZGsWrWK7777jqSkJLRaLQ4ODnh4ePDhhx9K4UCIv5CdB0IIIYQR+eGHHxg2bBg1atTA19eXOnXqULp0aa5du0Z0dDTXrl1j0aJFdOrUic8++4yYmBhGjhzJsGHDVEd/KbRaLQsWLODKlSt8/fXX5Ofn4+/vz6+//gpAo0aNWLt2bYkfWQkwadIkYmJiWLZsWZFxfPHx8QwbNoz33nvPZEbx/R1ZWVlygSiEEH+TaZTihRBCiBKiffv2zJ07l8ePHxMaGsqIESMYNmwYs2fP5o8//mDWrFl06tRJ1wegXbt2JXpU45o1a1ixYoWuK/r3339PYmIi77zzDkOGDOHixYssW7ZMcUr9OHz4MH379i1SOICnDTX79u1LbGysgmRquLu7c/Dgweeu79ixg/bt2+sxkRBCGDd5bEEIIYQwMj169MDDw4Njx45x7do1cnJyqFOnDm3atKFcuXLA0+aJ8fHx2NraKk77cm3fvh1XV1dWr14NwIEDB7CwsGDevHmUL1+ehw8fsn//fsaOHas46cuXmpqqm7xQnPr167Np0yY9JtKvtLQ0rly5onudnJzMmTNnim0uWlBQwMGDB8nOztZnRCGEMGpSPBBCCCGMkIWFBe3bt3/undPSpUuX+MIBPG0Q6Ovrq3u2/aeffqJZs2a6fhANGzZk8+bNKiPqjY2NDZcuXXru+uXLl6lSpYoeE+lX6dKlGTFiBA8ePACeNkkMDw8nPDy82PO1Wi3t2rXTZ0QhhDBqUjwQQgghhNGysLDQdY0/d+4caWlp+Pv769YzMjKoUKGCqnh69fbbbxMdHU3nzp1xcXEptHbs2DGio6Pp3r27onQvX4UKFZgzZw6nTp1Cq9USHh6Ou7t7oQaiz5iZmWFjY0PPnj0VJBVCCOMkxQMhhBBCGK26dety6NAh+vXrx9atW9FoNLi5uQHw6NEjtm7dajLj50aMGMGBAwd4//33admyJa+99hoAly5dIiEhgYoVKxIcHKw45cv15904J0+eJCAgAFdXV8WphBCiZJBpC0IIIYQwWnv27GHMmDGUK1eOzMxMmjVrxsaNGzlz5gyBgYGkpqayZMkS3N3dVUfVi6tXrzJ16lQSEhL48694LVq0YMqUKSZTSBHFu3jxImfOnMHHxweA9evXs3TpUszMzPjoo49KdHPVv+vy5cuYmZlRp04d1VGEMDhSPBBCCCGEUdu3bx9bt26levXqjBgxQvfsf3BwMEFBQSa5NT09PZ2kpCQA7O3tsba2VpxIqHby5EkGDBhArVq12Lt3L+fPn8fLy4sKFSpgZWXFnTt3CA0NpVu3bqqj6s3GjRu5cOECU6ZMAWDkyJHs378fgHfeeYevvvoKCwsLhQmFMCxSPBBCCCGMyPz583Fzc8PZ2Vl1FCGEERk2bBj//ve/Wbp0Kc2aNWPOnDmsWbOGmJgYHB0dGTBgAABRUVGKk+pHTEwM48ePx9HRkZ07dxIXF8ewYcNo2rQpDg4O7Nq1i1GjRjF06FDVUYUwGNLzQAghhDAi69evp3LlylI8+IuUlBTi4uJITk7G29ubcuXKkZKSQuPGjVVHE8IgnDp1ikGDBtGsWTMA4uPjqV27Ng0aNACgW7duLFiwQGVEvdq4cSNvvPGGrljy/fffY25uzrJly7C2tsbMzIxdu3ZJ8UCIPymlOoAQQggh/r5nIwjF/xMZGUmnTp2YPHkyK1as4Pbt25w9e5Y+ffowffp01fGEnuTl5amOYNCysrJ041v/+OMPLl26RKtWrXTrZmZmmNKG5EuXLuHl5UXZsmUBOHr0KG+88YbuEZ+33nqLmzdvqowohMGR4oEQQghhRMaMGcPKlSuJiYnh7t275ObmUlBQUOSPqYiNjWXmzJk4OTkxdepU3cVP3bp1cXJyIioqiq1btypOKfTB3d2d7du3615v27aNW7duKUxkWGrWrMm1a9eAp983Go2Gtm3b6tYTEhKoUaOGqnh6p9FoKF26NABXrlwhJSWlUDHlyZMnWFpaqoonhEGSxxaEEEIII7JixQqysrKYMGHCc8/RaDScO3dOj6nUWbVqFY0aNWL16tVkZGQwefJkABwcHIiMjMTX15dvvvkGLy8vxUnFy5aamsqTJ090r8ePH8/cuXOxt7dXmMpwtGvXjvXr15OZmcn3339PxYoVefvtt7l37x5hYWHs3buXoKAg1TH15tVXXyUhIYG+ffuyd+9eNBoNb7/9NvB0F8uePXuoXbu24pRCGBYpHgghhBBGxNbWVrf1WMDZs2cJDg7GzMysyJq5uTmenp4sXLhQQTKhb9WqVWPVqlXk5eVhZWWFVqvl559/Jj8//4Xv69Wrl34CKjZq1Chu3rzJhg0bqFChArNnz6ZMmTLcunWLb775hjZt2jBo0CDVMfXGy8uLadOmceHCBa5du0adOnVwdnbm0qVLhISEcPHiRWbMmKE6phAGRYoHQgghhBFZt26d6ggGp0yZMs9dy8nJMaln4S9evMiZM2fw8fEBnjbYXLp0KWZmZnz00Ud88MEHagO+RIMHD2bKlCm6Cz6NRkN0dDTR0dHFnq/VatFoNCZTPChbtixhYWGkp6djZWWl27L/+uuvs2HDBt58803FCfXL39+f3NxctmzZQuvWrXW7ufLy8khKSuLjjz+WHUtC/IWMahRCCCGMVFpaGrdu3cLCwoLq1atTuXJl1ZH07r333sPKyopVq1aRnp6Oq6srERERuLq6kp+fT9++fTEzM3vuBWRJcvLkSQYMGECtWrXYu3cv58+fx8vLiwoVKmBlZcWdO3cIDQ2lW7duqqO+NBcvXuTChQvk5OQwadIk+vTpQ9OmTV/4nj59+ugpnTAG+fn55OXlvbAoKYSpkp0HQgghhJG5ceMGn3/+OQkJCbpjGo2Gli1b8vnnn1OnTh2F6fQrICCAkJAQpk+fTpcuXQDIzMzk9OnTLF68mHPnzjFt2jTFKfVj+fLlVK5cmdmzZwOwY8cO4Ok0CkdHRwYMGEBUVFSJLh68/vrrvP766wCEhYXh5uaGu7u74lSGY+/evcTFxZGSklJsY1WNRsPatWsVJDMcZmZmxT4GJYSQnQdCCCGEUUlJSaF3796kpaXRokUL6tevT35+PpcuXeKXX36hSpUqbN++nVdeeUV1VL2ZN28eq1atQqPR6Laiw9Nt6T4+PiYzrrFly5YMGjRIN5e+R48e5Obm8t133wEQFRXFggUL+OWXX1TGVEJ26cDq1auZN2/eC8cxajQazp8/r8dU6jx69IjQ0FBdMaW4z8WUms8K8XfIzgMhhBDCiCxZsoSMjAxWrlxZaMwaQHx8PMOGDSM8PJxJkyYpSqh/ISEheHh4sGvXLq5fv05BQQH29vZ4eHjg6uqqOp7eZGVl6Zpp/vHHH1y6dIl+/frp1s3MzF544VgSyS6d/2fjxo04OjoSGhpK7dq1Tf7u+ty5c4mOjsbW1pamTZtSqpRMsBfiP5HigRBCCGFEDh8+TN++fYsUDgDatm1L3759iY2NNaniAUDjxo0LPdt+584dqlatqjCR/tWsWZNr164BEBsbi0ajKfR1kpCQQI0aNVTF07uUlBR8fX2L3aVz7Ngx/Pz8TGqXTkpKCuPHj8fR0VF1FIMQGxtLhw4dWLJkiRQOhPibpHgghBBCGJHU1FTdM93FqV+/Pps2bdJjIvW++eYbli5dyjfffEOtWrUAWLRoEQcPHmTy5Mm8++67ihPqR7t27Vi/fj2ZmZl8//33VKxYkbfffpt79+4RFhbG3r17CQoKUh1Tb2SXTmF169YlNTVVdQyD8ejRI9555x0pHAjxD8h3ixBCCGFEbGxsuHTp0nPXL1++TJUqVfSYSK29e/cydepUKlWqVOj422+/TfXq1Rk7dixHjx5VlE6/Ro0ahaurKxs2bCAnJ4eZM2dSpkwZbt26xTfffEPr1q0ZNGiQ6ph683d36ZiKoUOHsn79ei5cuKA6ikF48803Taa/gxD/K7LzQAghhDAib7/9NtHR0XTu3BkXF5dCa8eOHSM6Opru3bsrSqd/a9asoXnz5kRGRmJhYaE73q1bNzp16oS/vz9hYWG0bt1aYUr9KFu2LGFhYaSnp2NlZUXp0qWBpxMINmzYwJtvvqk4oX7JLp3CunTpwvbt2/H29sbBwQFbW1tdc9FnTGnaQkhICO+//z5169alS5cuun4hQojnk+KBEEIIYURGjBjBgQMHeP/992nZsiWvvfYaAJcuXSIhIYGKFSsSHBysOKX+XLlyhTFjxhQqHDxTunRpPD09WbhwoYJk6vx150n58uVNrnAAskvnr8LCwnQ7La5du6brj/Fnfy0mlGR2dna8/vrrzJgxgxkzZhR7jkxbEKIwKR4IIYQQRqRatWpERUXxxRdfcPz4cX766SfdWosWLZgyZQo1a9ZUmFC/zMzMyMjIeO56ZmYmeXl5ekyk1t69e3Wj5woKCoqsm9KdZdmlU9i3337L66+/zuzZs6lXr57JT1uYMWMGCQkJVK5cWaZPCPE3abSmNrNHCCGEKCHS09NJSkoCwN7eHmtra8WJ9O+jjz7i+vXr7Nixg3LlyhVae/LkCb1796ZatWomccG8evVq5s2b98JxjBqNxmSe805JScHT05MHDx48d5dOTEyMyRTbmjZtyvjx4/H19VUdxSC0bNkSZ2dnFi5ciLm53E8V4u+Q7xQhhBDCiAwYMIDAwEBcXV2pUqVKkW3XBw4cYP78+Xz33XeKEurXhx9+yKBBg/Dx8aFv377UqVMHjUbDtWvX2LRpEzdv3mTixImqY+rFxo0bcXR0JDQ0VO6k8nSXzoYNG5g6dars0kGmLfxVTk4Obm5uUjgQ4h+Q7xYhhBDCgD158oT09HTd64SEBDp16kTt2rWLnFtQUEB8fDy3b9/WZ0SlXF1dmTlzJtOnT2f27Nm6Z7a1Wi2WlpZMnTq12G77JVFKSgrjx4/H0dFRdRSDUbduXdauXSu7dIDBgwfzxRdf0K5dO5o2bao6jnJOTk6cPXuWPn36qI4ihNGQxxaEEEIIA3bv3j08PDzIysoCnl4U/6emZs2bN+ebb77RRzyD8eTJE3788UeSkpLIzc3F3t6etm3bUrFiRdXR9KZ379507NiRoKAg1VGEAZo+fToHDx7k7t271KhRg6pVqxa5667RaFi/fr2ihPp19uxZPvjgA4YMGUK3bt2K/TwASpWSyfZCPCPFAyGEEMLAbd68mePHjwOwc+dOnJycsLe3L3KemZkZNjY2BAQEUKNGDX3HVOL+/ftUrlz5heccP36cli1b6ieQQt999x1Tp04lIiKCBg0aqI4jDMzf+ZowpZ4YPXr04N69ey9suCrTFoQoTIoHQgghhBHp0KEDn332Ge7u7qqjGAQ3NzcWLFhQ7CjCvLw8FixYwJo1a0zmAiAwMJDDhw/j4OCAra1tkV0qpjRtQYgX6d+//986b926dS85iRDGQ4oHQgghhDBazs7OZGVlMXLkSIYMGaI7fu3aNcaMGcO5c+do0KAB27ZtUxdST8LCwli4cOELzzGlO8uiMH9/f3r16iXP+P+flJQUqlWrpjqGEEZFigdCCCGEkbl//z4JCQk8evSIgoIC3fH8/HwyMjKIj483mbvLycnJjBkzhsTERNq2bcvcuXPZt28fc+bMITc3l6FDhxIYGGgSHdXd3NyoVKkSs2fPpl69es+dtmDqUxhMVZMmTZgwYYKMavw/bm5ueHt7M2LECNVRhDAaJf9fUiGEEKIEOXv2LO+//z6PHz/WHftrE8XSpUuriKaEnZ0dGzZsYMmSJYSHh9OhQweys7Np0KABM2fOpGHDhqoj6k1aWhpDhw41qf9m8fc5ODhw/fp11TEMRmpqKtWrV1cdQwijIsUDIYQQwogsXryYrKwsBg0ahLm5OcuXL2fy5Mncv3+fzZs3k5aWxu7du1XH1KtSpUrh5ubGjh07uHXrFvB0DFvdunUVJ9OvunXrkpqaqjqGQbl48SJnzpzBx8cHgPXr17N06VLMzMz46KOP+OCDD9QG1KOxY8cSEhJCRkYGrVq1wtbWtthJAq6urgrS6Z+LiwsHDx7Ex8fnP06wEUI8JY8tCCGEEEakVatWdO7cmS+++ILMzEycnZ2JiIigZcuWpKWl0bNnT7p27cpnn32mOqpe5OTk8NVXX7F27VosLS355JNPOHbsGHv37uXVV19l1qxZODk5qY6pF7t37+aLL75gxYoVNG3aVHUc5U6ePMmAAQOoVasWe/fu5fz583h5eVGhQgWsrKy4c+cOoaGhdOvWTXVUvfjztIUXXSybSk+M9evXs2DBAmxsbHBxcSm2mKLRaBg5cqSihEIYHtl5IIQQQhiRR48e0bhxYwDKlStH9erVOX/+PC1btsTa2hpvb2/279+vOKX+9OzZkxs3btCsWTPmzZtHrVq16Nu3L+3atWP69OkEBAQwYMAAxo0bpzrqS3fq1CnKlSvHe++9R40aNYqdW6/RaFi/fr2ihPq1fPlyKleuzOzZswHYsWMHAJGRkTg6OjJgwACioqJMpngQFBQkd9j/ZPr06QBkZmaSlJRU7DlSPBCiMCkeCCGEEEbEysqK3Nxc3Wt7e3uuXLmie12rVi3u3r2rIpoSSUlJDB8+nOHDhxdqBNi7d2+cnZ0JCQlhzZo1JlE8+HNR4Pbt29y+fbvIOaZ08Xjq1CkGDRpEs2bNAIiPj6d27dq6O/DdunVjwYIFKiPqlTQGLCwyMlJ1BCGMjhQPhBBCCCPyxhtvsH//fvz9/QGoU6cOJ0+e1K3fvHkTCwsLVfH0LjIykrfeeqvYtVq1arFhwwaWLl2q51RqXLhwQXUEg5KVlYWtrS0Af/zxB5cuXaJfv366dTMzM0zx6d3s7GxOnDhBcnIybm5uWFpakp2dTdWqVVVH0ysXFxfVEYQwOkW7pAghhBDCYPXt25effvoJLy8vHj58SJcuXbh06RJjxowhLCyMdevW6R5rMAXPKxw8U6pUKZO54+rv78+mTZtUxzAYNWvW5Nq1awDExsai0Who27atbj0hIYEaNWqoiqfEvn37eOeddxg8eDBTpkzh6tWrJCYm0qFDByIiIlTHU+LMmTMsWLCAMWPG8Ntvv3Hr1i2+//57kywsCfGfSPFACCGEMCIeHh58+umn3LlzB0tLS1xdXXn33XfZvXs3CxcupEyZMowZM0Z1zJdm1qxZnDt3rsjxR48eUVBQUOT43r17TeYO4+nTp8nLy1Mdw2C0a9eO9evX88UXX/DVV19RsWJF3n77be7du8fUqVPZu3cvXbt2VR1Tb06ePMmoUaOoXLkyQ4cO1R1/5ZVXqFmzJnPnzuXAgQMKE+rfrFmz6Nu3L8uXL2fPnj2kpqZy4cIFPv74Y4KDgws9IiaEkOKBEEIIYXQ++OADfvzxR10zvNDQUKKioliyZAl79+6lYcOGihO+PGvXri3U4wEgPT2dFi1acPz48SLn5+bm8vDhQ33FU8rBwYHr16+rjmEwRo0ahaurKxs2bCAnJ4eZM2dSpkwZbt26xTfffEPr1q0ZNGiQ6ph6ExYWhp2dHVu2bGHAgAG6O+sNGjRgy5Yt1KlThzVr1qgNqUcxMTGsXbuWnj17Eh4ervs8mjVrRrdu3Th06BBRUVGKUwphWKTngRBCCGGE/jpS7D9t3y/pZIsxjB07lpCQEDIyMmjVqlWxo+cAXF1dFaTTv7JlyxIWFkZ6ejpWVlaULl0agNdff50NGzbw5ptvKk6oX4mJiXz44YdYWlqSlZVVaM3Kyoo+ffoQHh6uKJ3+rV+/HhcXF+bMmUN6errueNWqVVmwYAEPHjxg69atfPDBB+pCCmFgpHgghBBCGLCFCxf+4/fIeDHTFBgYCDy9o7pt27bnnnf+/Hk9JTIMVapUKfS6fPnyJlc4AMjJyaFSpUrPXTc3Ny9SVCjJrly5wujRo5+73rFjR+bOnavHREIYPikeCCGEEAYsLCzsH79HigemKSgoyKRGMf4de/fuJS4ujpSUlGJ7Ymg0GtauXasgmf7VqVOHhIQEfH19i10/ePAgtWvX1nMqdczMzIr9mngmIyOj0PhXIYQUD4QQQgiDtmrVKt12ayFexFSmSvxdq1evZt68eS98pMWUii3e3t7MnDmTpk2b0qlTJ+Dpf39qaioLFy7k+PHjhISEKE6pP40bN2bv3r3FPpaQlZXF1q1bS3T/GCH+G1I8EEIIIQzYhAkTGD16NJ6engBs27YNZ2dn7O3tFScThio7O5sTJ06QnJyMm5sblpaWZGdnU7VqVdXR9Grjxo04OjoSGhpK7dq1Tf4uckBAACdPnmTOnDnMnTsXjUZDYOD/196dB0V5pW0Dvx5AFEHZ3dglIiauiQSJ8MYNiYhhEVGDCho0RsVyNHEbdYwRJBjNqLiDAuKGUcCMG4qg0VExKC6BjEsUQQ1MBERwYen+/vCzJ4QlZt6XPt309auyyuc5p6suOsTqvp9zzv0pnj9/DrlcDldXVwQFBYmOqTQhISGYMmUKpk2bpui6kZ+fj5KSEmzevBn37t3TqGIK0etg8YCIiEiFPXr0CM+ePVNcL1iwAJGRkSweUL1SU1OxdOlSxQFw27ZtQ1VVFaZPn47Zs2dj4sSJghMqT2FhIRYsWIAuXbqIjqISJEnCN998A3d3dxw6dAh3796FTCaDpaUlPDw84OfnV+8Bm82Vm5sbFi1ahIiICKSnpwMA/va3vwH4z9avIUOGiIxIpHJYPCAiIlJh7du3R0xMDKqrq2FgYAC5XI4ffvgBNTU1jb7Ox8dHOQEF+P3PX1FRAQA4e/YsCgsLa829dOmSUrOJdOnSJfzlL3+BjY0NAgICFCfnt2vXDp06dUJkZCSsrKw05gtR586d8ejRI9ExVI6npyc8PT3r3K+pqUFeXp5GnXsQGBiIIUOG4OjRo7WKKUOHDtWo94HodUly9jYiIiJSWXv27MHSpUtfe2+2XC6HJEnN9kR9R0fHet+LVz93Q/eb6/vxW5MnT0ZeXh5SUlLw7NkzvPfee9i+fTtcXFxQXl6OgIAAmJiYICEhQXRUpTh69Ci++OILbN++HY6OjqLjCNetWzesXLkSXl5e9Y5/++23WLFiBbKyspScTIyLFy/C3t4eJiYm9Y4/ePAAFy5cgK+vr5KTEakurjwgIiJSYWPGjEGfPn3w008/obKyEosXL8aoUaPQs2dP0dGEmDFjhugIKis7Oxsff/wx9PT06rTcMzAwwKhRoxSrETTBBx98gJSUFIwcORLW1tYwMzOrU2Bqzt0WCgsLce7cOcW1XC7HxYsXUV1dXWeuTCbDd99912j3geZmwoQJjRZTzp49i+XLl7N4QPQbLB4QERGpuK5du6Jr164AXrZuHDBgAAYPHiw4lRgsHjSssrIShoaGDY7r6OjUKSo0Zxs3blTsZb9z5w7u3LlTZ05z7rZgbGyMNWvW4JdffgHw8mdNTExEYmJinbmvFiKPGDFCqRmVKS8vD5s2bVJcy+Vy7N27F2fPnq0zVy6XIzMzE/r6+sqMSKTyWDwgIiJSIydPnlT8/dmzZ/jll1/QoUMHtGzZUqMOO6O67OzskJmZibFjx9Y7npaWplH7uPfu3YuuXbsiIiIC9vb2GtdtQVdXF+vWrVNs2Vm8eDH8/f3Rq1evOnO1tbVhamqK/v37Kzum0tjY2ODOnTvIzs4G8LKYcvHiRVy8eLHe+VpaWuy2QPQ7LB4QERGpmfz8fCxfvhxnz55FTU0Ntm3bBkmSEBYWhqVLl+Kdd94RHZEEGDlyJMLDw9GzZ0+4u7sDePkF6dGjR1izZg0uXLigUV+GiouL8cknn6Bbt26iowjTvXt3dO/eHcDLAzVHjRpVb/FAU2zduhUlJSWQy+Xw8PDA/PnzMWjQoDrztLS0YGJigtatWwtISaS6eGAiERGRGnn48CH8/PxQUVGB3r174+LFi9i2bRvkcjmmTJmCFi1aYPfu3TwgTgPJ5XLMnj0bR44cUSzHb9WqFZ4/fw65XA5XV1ds3rxZY57A+/j4YMiQIdzqQvVKSkqCk5MT294S/QksHhAREamRBQsW4NixY9i3bx+MjY1rnaj/008/ISgoCP369cOaNWtERyVBDh8+jEOHDtVqPefh4QE/Pz+N2tpy6NAhLFu2DFu3btXYA0aJiP4vcdsCERGRGvn+++8xduxY2Nvbo6SkpNaYo6MjxowZg+TkZDHhSCV4enrC09Ozzv2amhrk5eVpzLkHly9fRuvWrTF69Gh07NgR5ubm0NGp/dFXkiSNaV1JRPS/xeIBERGRGiktLW30y1+nTp3qFBVIM3Tr1q3R1nNJSUlYsWIFsrKylJxMjN8WBR48eIAHDx7UmdOcuy0QEf1fY/GAiIhIjXTo0AG3bt1qcDw7Oxvt2rVTYiISpbCwEOfOnVNcy+VyXLx4EdXV1XXmymQyfPfdd5DJZMqMKNRPP/0kOgIRUbPC4gEREZEacXd3x549e+Dl5QUrKysA/3l6evDgQRw8eBAfffSRyIikJMbGxlizZg1++eUXAC9/DxITE5GYmFhn7qsjrkaMGKHUjCIFBgbCx8cHo0aNEh1FJZw/fx79+vUTHYOI1BgPTCQiIlIjT548QUBAAPLz82Fvb48bN26gd+/eePz4Me7cuYMOHTpg//79MDExER2VlOD69evIzc0FACxevBj+/v71tuLT1taGqakp+vfvX2fff3PVo0cPLFy4EGPHjhUdRSU4OjrCysoKPj4+8PHxgYWFhehIRKRmWDwgIiJSM2VlZVi9ejWOHDmCx48fAwBat26NIUOG4LPPPuO2BQ21YMECjBkzpt7igSYaPnw4XF1dsWDBAtFRVMK2bduQnJyMGzduQEtLC87OzvDz88PQoUPRsmVL0fGaXFRU1J9+jSRJmD59ehOkIVJPLB4QERGpseLiYshkMpiYmGhUGz6iP5Keno7PP/8c7u7u6NevH8zMzOr9f8TFxUVAOnFyc3Nx4MABHDp0CMXFxTAwMICnpyf8/PzQu3dv0fGajKOjY517r7Z8/f7r0G8P0ny1soeIWDwgIiIiombot18WG+uqoKlfDqurq3Hq1CmkpqYiIyMDZWVlsLOzg7+/P3x9fWFsbCw64v+p3x4uCrwsvC5ZsgRdu3ZFUFAQ3njjDchkMty9exexsbHIy8vDN998AycnJ0GJiVQPiwdEREQqbMKECX/6NZIkIS4urgnSEKmPdevWvVYrxhkzZighjWoqLy9HWloajhw5goyMDMX9Vq1aITAwELNmzUKLFi3EBWxC8+bNw+3bt7F79+46P6NMJkNgYCDMzc2xdu1aQQmJVI9mnJhDRESkpjIzM+vckyRJsczWxMQEMpkMpaWlAAA9PT0YGhoqMyKRSgoNDRUdQSXV1NTg9OnTSE5ORkZGBiorK2FiYoKJEyfC398fkiRh+/btiImJQVlZGb788kvRkZvEyZMnERoaWm9xREtLC8OHD8fq1asFJCNSXSweEBERqbAff/yx1nVOTg6Cg4MxevRohISEKLoqlJWVITo6GgkJCfzAS/QbL168wMWLF3H//n0MGDAAenp6ePHiBczNzUVHU6pr164hJSUFhw8fRklJCbS0tODm5gZ/f38MGDCgVheOL7/8Eg8ePMChQ4eabfFAkiQ8efKkwfGioiLo6uoqMRGR6mPxgIiISIVpa2vXuv7666/Rv39/zJ07t9b9tm3bYvbs2Xjw4AEiIyOxZ88eZcYkFXD+/Hn069dPdAyVkpqaiqVLl6KkpATAy44DVVVVmD59OmbPno2JEycKTqg8o0aNAgDY2toiODgYvr6+jRZQ9PX1m3Xnlrfffhs7duyAl5cXbGxsao1dvXoVO3bswMCBAwWlI1JNLB4QERGpkStXrmDevHkNjr/zzjs4fvy4EhORqggODoaVlRV8fHzg4+MDCwsL0ZGEunTpEv7yl7/AxsYGAQEB2Lx5MwCgXbt26NSpEyIjI2FlZYUhQ4YITqocvr6+GDlyJPr27fta8yMiItC6desmTiXOrFmzMHbsWHh7e8PNzQ3W1tZ48eIF7ty5g3PnzqFt27b4y1/+IjomkUphTyciIiI10qZNG9y6davB8atXryq2MpBmmTt3LvT09LBu3Tq4u7tj4sSJ+O677/DixQvR0YTYuHEjLCwssH//fkyYMEFxToijoyP2798POzs7xMbGig2pRBYWFmjbtm2D41euXMGiRYsU1825cAC8/D2Ij49H9+7dceLECcTExCAhIQHnzp3De++9hz179sDKykp0TCKVwuIBERGRGhk4cCD27t2LgwcP1rpfVVWF6OhoJCcnY9iwYYLSkUiTJk3CwYMHkZSUhMDAQPzrX//C559/jv79+2PJkiXIzs4WHVGpsrOz4efnBz09vTpdFwwMDDBq1KhGC3HNzfr163Hjxo0Gxy9duoSUlBQlJhKvR48eioLBt99+i2+//Rbnzp1DdHQ0bG1tRccjUjls1UhERKRGiouLMWbMGOTn58PQ0BBWVlZ48eIFCgoK8PTpU7z11ltISEiAnp6e6KgkWHV1NU6dOoXU1FRkZGSgrKwMdnZ28Pf3h6+vL4yNjUVHbFK9evXC/PnzMXbsWJSUlMDFxQXbt2+Hi4sLAGDHjh1YtWpVsy2q5OXlISQkBDKZDABw//59mJiY1Ptvg1wuR1FRESwsLHDs2DFlR1VZ9+/f1/jtP0S/xTMPiIiI1IiJiQmSkpIQExODtLQ0xZNTW1tbDBs2DMHBwTwhnAAAOjo6cHZ2Rnl5OR4/foyMjAz8/PPPiIyMxNq1axEYGIhZs2bV26quObCzs0NmZibGjh1b73haWlqdg/KaExsbG7i4uODUqVMAXnYXqKmpQXV1dZ252tra6NatG2bPnq3smEIlJibi5MmTqKioUBRZgJftLMvKynD37l3k5OQITEikWlg8ICIiUjP6+vqYOXMmZs6cKToKqaCamhqcPn0aycnJyMjIQGVlJUxMTDBx4kT4+/tDkiRs374dMTExKCsra7at+EaOHInw8HD07NkT7u7uAF5+gX706BHWrFmDCxcu4PPPPxecsmktW7ZM8XdHR0csWrQII0aMEJhIdezcubPW774kSfjtguyWLVvC09NTRDQilcVtC0RERETNwLVr15CSkoLDhw+jpKQEWlpacHNzg7+/PwYMGAAdndrPjD7++GNcvnwZly5dEpS4acnlcsyePRtHjhxRnHnQqlUrPH/+HHK5HK6urti8eXOddqjNVWPbFjSRr68vHj9+jK1bt6Kqqgp+fn7IyMiAXC7H1q1bsWvXLsTHx792dwoiTcCVB0RERETNwKhRowC83MISHBwMX19fmJubNzhfX18f7dq1U1Y8pZMkCd988w3c3d1x6NAh3L17FzKZDJaWlvDw8ICfnx+0tJrv2eH5+fkwMzNTFAtkMhl+/fXXP3ydpnQYuHv3LqZMmQJ7e3vI5XLo6uri8uXL8PDwwKJFi5Cbm4vo6GgWD4h+g8UDIiIiombA19cXI0eOfO0vOxEREc2+HR8AeHp61rv8vKamBnl5ec323IOhQ4ciMjJSsU3B3d29TteJ35MkSWP2+FdXVyuKZ5IkwcrKCjdu3ICHhweAl++fJrXyJHodLB4QERERNQMWFhZo27Ztg+NXrlzBvn37sHz5cgBo9oWDbt26YeXKlfDy8qp3PCkpCStWrEBWVpaSkymHj48PrK2ta13/UfFAk7Rr1w6//PKL4trS0rJW6049PT0UFxeLiEakslg8ICIiImoG1q9fD1tbWzg4ONQ7funSJaSkpCiKB81NYWEhzp07p7iWy+W4ePFivd0FZDIZvvvuu1on7Dc3K1asqHUdEREhKIlq6tevH/bu3YtBgwahW7dueOutt7Bjxw48evQIpqamSE9Ph6mpqeiYRCqFByYSERGpgZycHFy8eBE1NTXo2bMn9+ES8vLyEBISovgC3NiBeHK5HEVFRbCwsMCxY8eUHVUpKisr4eHhUetpckNeffwdMWIEVq5c2dTRSAXl5eVh5MiRqKiowNmzZ1FVVQV3d3e0bNkSJiYmuHfvHoKDgzFv3jzRUYlUBlceEBERqTCZTIYFCxbg4MGDAF5+6ZEkCU5OTli/fj3atGkjOCGJYmNjAxcXF5w6dQrAy33bNTU19T5p19bWRrdu3TB79mxlx1QaXV1drFu3Drm5uQCAxYsXw9/fH7169aozV1tbG6ampujfv7+yYyrNhAkT/vRrJElCXFxcE6RRPTY2NkhKSsLOnTthYmICAPjmm28QERGB4uJieHt7sx0u0e9w5QEREZEKi4+PR3h4ON566y14eXlBS0sLp0+fxtmzZ+Ht7Y2vvvpKdERSEY6Ojli5cqXigDxNt2DBAowZM6be4oEmcHR0rHNPkiTFqgsTExPIZDKUlpYCeLnH39DQEBkZGUpMSUTqhMUDIiIiFRYQEICWLVsiLi6uVlu5pUuXYv/+/cjKyoKurq7AhKQqGtu2QJqnpqam1nVOTg6Cg4MxevRohISEKJ62l5WVITo6GgkJCYiOjsbbb78tIq4w5eXlOHPmDAoKCqCrq4tOnTrB1dUVrVq1Eh2NSOWweEBERKTCnJycMGvWLAQGBta6/+OPP2LkyJFITk6u9wkjNX/5+fkwMzNTFAvy8/Nf63VWVlZNGYtUVFBQEAwNDbF27dp6xz/77DMUFBRgz549Sk4mzrFjx7B48WI8efJEsSJDkiTo6+tj2bJl9bb4JNJkPPOAiIhIhT19+hQGBgZ17nfs2BEA8OTJE2VHIhUxdOhQREZGKrYpuLu7/2ErPkmSkJOTo4x4pGKuXLnS6OF/77zzDo4fP67ERGJduXIFc+bMgb6+PqZPn44uXbqgpqYGN2/exK5duzB37lxYWlqiZ8+eoqMSqQwWD4iIiFRYTU1Nre0Kr7z6kljf4XikGXx8fGBtbV3r+o+KB6S52rRpg1u3bjU4fvXqVcVWBk2wceNGGBoaIjk5Gebm5rXGPvroI/j4+CA6OrrBlRpEmojFAyIiIiI1tGLFilrXERERgpKQOhg4cCD27t2LXr164cMPP1Tcr6qqQlxcHJKTkzFx4kSBCZXr8uXLGDduXJ3CAQCYm5tj9OjR2Lt3r4BkRKqLxQMiIiIV19jTZD5pJqrf+fPn0a9fP9ExVMasWbNw/vx5zJs3D+Hh4bCyssKLFy9QUFCAp0+f4q233kJoaKjomErz9OlTmJqaNjhuamrKbWFEv8MDE4mIiFSYo6Mj7O3t63zIra6uxuXLl9G1a1e0bdu21pgm9WrXZBMmTPjTr9Gk3w1HR0dYWVnBx8cHPj4+sLCwEB1JuIqKCsTExCAtLQ337t0DANja2mLYsGEIDg7WqM4tw4YNQ5cuXRrclhAaGoqbN2/i6NGjSk5GpLpYPCAiIlJh/00nBUmSkJub2wRpSJXU97shSZLi1HgTExPIZDKUlpYCAPT09GBoaIiMjAwlphRn27ZtSE5Oxo0bN6ClpQVnZ2f4+flh6NChaNmypeh4JFhUVBTWr1+P6dOnY8qUKYrCSWVlJTZv3owNGzbg008/xcyZMwUnJVIdLB4QERGpsPv37/9Xr+NT1uavpqam1nVOTg6Cg4MxevRohISEKA6/KysrQ3R0NBISEhAdHY23335bRFxhcnNzceDAARw6dAjFxcUwMDCAp6cn/Pz80Lt3b9HxlC4/Px+pqakoKCiArq4uOnXqhCFDhmjcvxkvXrzA+PHjcfXqVejp6cHS0hIAUFBQgGfPnuHNN9/Erl270KpVK8FJiVQHiwdEREREzUBQUBAMDQ0bXIb92WefoaCgAHv27FFyMtVQXV2NU6dOITU1FRkZGSgrK4OdnR38/f3h6+sLY2Nj0RGbXGxsLL7++us6XVp0dHQwe/ZsTJo0SVAyMZ4/f46YmBgcPXoU+fn5kMvlsLa2hoeHBz7++GPo6emJjkikUlg8ICIiUiNPnjxBTk4OiouLIUkSTE1N0a1bNxgYGIiORoL17t0b8+bNw9ixY+sd3717NyIiInDlyhUlJ1Md5eXlSEtLw5EjR2pt32jVqhUCAwMxa9YstGjRQlzAJnT69GlMmTIFNjY2mDp1Krp06QKZTIYbN25g69atuHfvHqKjo9G/f3/RUZVi586d6NevH+zt7UVHIVIb7LZARESkBn744QesXbsWWVlZkMlktca0tLTQv39/TJs2TSOXYdNLbdq0wa1btxocv3r1qmIrgyapqanB6dOnkZycjIyMDFRWVsLExAQTJ06Ev78/JEnC9u3bERMTg7KyMnz55ZeiIzeJmJgYWFtb48CBA9DX11fc79mzJ4YNGwZfX1/ExsZqTPFg9erVmDhxImbMmCE6CpHaYPGAiIhIxSUkJCA8PBxyuRy9evWCo6MjjIyMUFVVheLiYly/fh2nT5/GmTNn8Ne//hWBgYGiI5MAAwcOxN69e9GrVy98+OGHivtVVVWIi4tDcnIyJk6cKDChcl27dg0pKSk4fPgwSkpKoKWlBTc3N/j7+2PAgAHQ0fnPx+Avv/wSDx48wKFDh5pt8eD69euYPHlyrcLBK/r6+vDz88P27dsFJBNDS0sLRkZGomMQqRUWD4iIiFRYVlYWwsLC0KVLF6xatQpdunSpd15ubi4WLVqEsLAw9OjRAz179lRyUhJt1qxZOH/+PObNm4fw8HBYWVnhxYsXKCgowNOnT/HWW28hNDRUdEylGTVqFICXrQiDg4Ph6+sLc3PzBufr6+ujXbt2yoqndNXV1fUWDl5p3bo1nj9/rsREYoWEhCA6OhoODg7o27cvtLS0REciUnk884CIiEiFzZo1C1lZWTh8+DDatGnT6Nzy8nJ4enrCxcUFX331lZISkiqpqKhATEwM0tLScO/ePQAvvzwPGzYMwcHBinZ0mmDBggUYOXIk+vbt+1rznz59itatWzdxKnF8fHxgbGzc4OqCoKAglJSU4ODBg0pOJkZISAguXbqEZ8+eoUWLFjA0NIS2tnatOZIkIT09XVBCItXDEhsREZEKy87Ohre39x8WDgDAwMAAXl5eyMrKUkIyUkX6+vqYOXMmUlJScPnyZVy+fBlJSUm1+thrCgsLC7Rt27bB8StXrmDRokWK6+ZcOACAkSNH4ty5c1iwYAEePnyouP/w4UMsWLAAmZmZ8PX1FZhQuX7++WcYGRmhY8eOMDMzQ4sWLaClpVXrjyRJomMSqRRuWyAiIlJhxcXFsLKyeu35tra2KCoqasJEpOry8/ORmpqKgoIC6OrqolOnThgyZAgsLCxER1Oq9evXw9bWFg4ODvWOX7p0CSkpKVi+fLmSk4kRGBiIf/7zn0hKSkJycrKiDeGzZ88gl8vx/vvvIygoSHBK5Tl58qToCERqh8UDIiIiFVZZWfmnnoi2atUKVVVVTZiIVFlsbCy+/vprVFdX17q/cuVKzJ49G5MmTRKUrOnl5eUhJCRE0Y1ELpcjPDwc33zzTZ25crkcRUVFGlVQ0dLSwoYNG5CSkoKjR48iPz8fcrkc1tbW8PDwgLe3N/f9E1GjWDwgIiIiagZOnz6NiIgI2NjYYOrUqejSpQtkMhlu3LiBrVu3YuXKlejatWuzbcVnY2MDFxcXnDp1CsDL/eo1NTV1CikAoK2tjW7dumH27NnKjimUJEnw8fGBj4+P6CjCPHnyBHfv3oWlpSWMjY0BvFzhtWHDBmRlZUGSJLi5uWHSpEkwNDQUnJZItbB4QEREpOK475ZeR0xMDKytrXHgwIFap+r37NkTw4YNg6+vL2JjY5tt8QAAli1bpvi7o6MjFi1ahBEjRghMpHry8/NRWFiIhs5Md3JyUnIi5Vm/fj22bNmCyspKaGtr4+OPP8Ynn3yCjz76CHfv3lXMy8nJwT/+8Q8kJibC1NRUXGAiFcPiARERkYrbuHEjEhMTX2vuo0ePmjgNqarr169j8uTJ9bbj09fXh5+fX4Mn7TdHaWlpMDExER1DZdy9exehoaG4detWo/Nyc3OVlEi5kpKSsG7dOjg6OsLFxQX379/Hli1bkJWVhYKCAixevBje3t6QyWQ4cOAAVq5ciejoaMybN090dCKVweIBERGRirt9+zZu37792vO5UkEzVVdX11s4eKV169Z4/vy5EhMpV35+PszMzBQHAcpkMvz6669/+Lo/cyCpOgsLC8Pt27fh7u4OW1tbjTvfIDExEU5OToiLi1P87FFRUYiKisK4ceMQGBiomBscHIxr167h+++/Z/GA6DdYPCAiIlJhaWlpoiOQmrCzs8PJkycxfvz4esfT0tJgY2Oj5FTKM3ToUERGRiq2Kbi7u/9hIU2SJOTk5CgjnnDZ2dmYMGEC5s+fLzqKELdv38ann35aq2ji6emJqKgo9O3bt878fv36sSMD0e+weEBERKTCNOk0ePrfGTlyJMLCwrBgwQLMnDkTHTt2BAA8fPgQa9euRWZmJubOnSs4ZdPx8fGBtbV1rWuuwvkPbW1t2Nraio4hzJMnT2BkZFTr3qvrtm3b1pnfsmXLZr1Sh+i/weIBERGRGpLL5SgoKKhz38LCQuOWI9NLgYGB+Oc//4mkpCQkJycrlu8/e/YMcrkc77//PoKCggSnbDorVqyodR0RESEoiWoaNGgQMjIyMGbMGNFRhJDL5dDRqf3V51VxiUUmotfD4gEREZEaOHbsGOLj4xEVFQVjY2OUlpbWuyz7s88+w8cffywoJYmkpaWFDRs2ICUlBUePHkV+fj7kcjmsra3h4eEBb29vFpY02Ny5czF+/HjMnDkTH3zwAczMzOr90tycuy0Q0f8OiwdEREQqLjw8HPHx8WjZsiVu375da3/ue++9h3bt2gEAMjIysGHDBowePRoGBgai4pJAkiTBx8cHPj4+oqMo3YQJE/70ayRJQlxcXBOkUT2//vornj17htTUVBw/frzBec212wIA/Pzzz7h48aLi+smTJwCAf/3rX3VWJfyZQ2qJNAWLB0RERCrswoULiI+Px4ABAxAeHl6n9VxISAhcXFwAAMePH0doaCiSk5Mxbtw4EXFJBeTn56OwsBByubze8eb6ZDkzM7POPUmSFO+DiYkJZDIZSktLAQB6enowNDRUZkShli1bhgcPHmDQoEGwt7eHtra26EhKt2nTJmzatKnO/a+++qrOPblczu0MRL/D4gEREZEKS0xMRMeOHbF27Vro6uo2Otfd3R1dunRBRkYGiwca6O7duwgNDcWtW7canddcnyz/+OOPta5zcnIQHByM0aNHIyQkRFF4KysrQ3R0NBISErB69WoRUYW4du0agoKCNLb1oK+vr+gIRGqPxQMiIiIVdunSJYwYMeIPCwevDB48GN9++20TpyJVFBYWhtu3b8Pd3R22trYad77B75+kf/311+jfv3+dDhNt27bF7Nmz8eDBA0RGRmLPnj3KjClMy5YtYWdnJzqGML8/UJOI/jwWD4iIiFTYo0ePYGNjU+d+ixYt4OTkVGfZtaWlJR4/fqyseKRCsrOzMWHCBMyfP190FJVw5cqVRp+yv/POO43u/W9uBgwYgNTUVAQEBIiOQkRqisUDIiIiFaavr19vr3EDAwPs2LGjzv3y8nKN2sdN/6GtrQ1bW1vRMVRGmzZtGt3CcfXq1TpniDRnISEhmDx5MqZMmYJhw4bBzMysziGBABRnqBAR/R6LB0RERCqsY8eOyMnJee352dnZsLS0bMJEpKoGDRqEjIwMjBkzRnQUlTBw4EDs3bsXvXr1wocffqi4X1VVhbi4OCQnJ2PixIkCEyqXl5cXAODhw4f4/vvvG5zXXM/EIKL/PUne0FG8REREJNzf//53xMfH4/jx4zA1NW10bn5+Pry8vBAaGoqQkBAlJSRVUVpaivHjx8POzg4ffPABzMzM6j0tvrl2W/i94uJijBkzBvn5+TA0NISVlRVevHiBgoICPH36FG+99RYSEhKgp6cnOqpSrFu37rW6B8yYMUMJaYhIHbF4QEREpMLy8/MxYsQIODg4YO3atejQoUO98/7973/jk08+QUFBAY4cOfKHhQZqfm7duoWpU6eioKCg0S+JmvRkuaKiAjExMUhLS8O9e/cAALa2thg2bBiCg4Nf+yBSIiJi8YCIiEjl7du3D4sXL0br1q0xevRovPfee+jUqRPkcjmKiopw5swZJCUlobS0FKtXr8awYcNERyYBJkyYgB9++AEDBgyAvb19ne4Dr8yaNUu5wYiIqFlg8YCIiEgNpKenY/Hixfj111/rPFWWy+UwNTVFeHg43n//fUEJSbQ+ffpgzJgxjXYY0ET5+flITU1FQUEBdHV10alTJwwZMgQWFhaioylVeXk5Vq1ahYyMDBQWFqK+rwCSJP2pM1aISLPwwEQiIiI1MHDgQKSnp+PUqVM4f/48Hjx4AJlMho4dO+Ldd9/F4MGDuQRbw7Vs2RJ2dnaiY6iU2NhYfP3116iurq51f+XKlZg9ezYmTZokKJnyRUZGIjExEWZmZujZsye0tLRERyIiNcOVB0RERETNwPz58/Hrr78iOjpadBSVcPr0aUyZMgU2NjaYOnUqunTpAplMhhs3bmDr1q24d+8eoqOj0b9/f9FRlcLNzQ09evRAVFQUCwdE9F9h8YCIiIioGbh16xYmT56MLl26YNiwYTAzM4OOTt1Fpi4uLgLSKV9QUBAePnyIpKQk6Ovr1xqrqKiAr68vbGxssHXrVkEJlatPnz5YuHAhRo0aJToKEakpblsgIiIiaga8vLwAAA8fPsT333/f4DxN6bZw/fp1TJ48uU7hAAD09fXh5+eH7du3C0gmxttvv60x/+2JqGmweEBERETUDEyfPr3RFo2aprq6ut7CwSutW7fG8+fPlZhIrM8//xxBQUHo3LkzPvjgA5iZmYmORERqhtsWiIiIiKjZ8fHxgbGxcYOrC4KCglBSUoKDBw8qOZkYT548wfTp03Hx4sUG57DbAhE1hisPiIiIiKjZGTlyJMLCwrBgwQLMnDkTHTt2BPByW8fatWuRmZmJuXPnCk6pPGFhYcjMzISRkRFsbGygra0tOhIRqRmuPCAiImoGKioqoK2tjVatWomOQoKUl5dj1apVyMjIQGFhIer7iKdJT5ZlMhmmT5+O9PR0SJIEPT09AMCzZ88gl8vx/vvvY+PGjRrTecDZ2Rl9+/bFmjVr6j1Ik4joj/BfDiIiIjVz+vRpXL9+HdOmTQMAfPXVV4iPj4ckSRg7diz++te/Ck5IIkRGRiIxMRFmZmbo2bOnxnwpboiWlhY2bNiAlJQUHD16FPn5+ZDL5bC2toaHhwe8vb016j2qrKzEgAEDWDggov8aVx4QERGpkfT0dEybNg3W1tY4duwYfvjhB4wbNw6WlpYwNzdHdnY2Fi9ejI8++kh0VFIyNzc39OjRA1FRURr1pZhez6RJk2BtbY2lS5eKjkJEaoqlRyIiIjWyfft2WFtbIz4+HgBw6NAhaGlpIS4uDhYWFvj000+xf/9+Fg80UHl5OQYOHMjCwe/k5+c3uI0DAJycnJScSIw5c+YgODgYFhYW8PT0hLm5eb2rEPj7Q0QNYfGAiIhIjeTm5mLatGlo3749AODs2bNwcHCAhYUFAOB//ud/EBkZKTIiCfL2228jNzdXdAyVcffuXYSGhuLWrVuNztOU92z+/PnQ0tLC6tWrsXr16nrnaNKZGET057F4QEREpEaqq6vRpk0bAMD9+/dx7949BAUFKcZlMhn3NGuozz//HEFBQejcuTM++OADmJmZiY4kVFhYGG7fvg13d3fY2tpq/BN1IyMjGBkZiY5BRGqMny6IiIjUiKWlpeLJ4PHjxyFJEtzc3BTj6enpilUIpFksLCzQtWtXhIWFISwsrN45mvRkOTs7GxMmTMD8+fNFR1EJO3bsEB2BiNQciwdERERqxMPDAxs3bsT9+/eRmZmJ9u3bo1+/frh37x7CwsJw9uxZzJs3T3RMEiAsLAyZmZkwMjKCjY0NtLW1RUcSSltbG7a2tqJjqKTi4mIUFBRAV1cXHTp04IoEInotLB4QERGpkWnTpqG0tBT79+9Hx44dERYWBh0dHZSWluL06dPw9/fH+PHjRcckAdLT0zF48GCsWbOGW1cADBo0CBkZGRgzZozoKCojLy8PS5YsQWZmpuKeJElwdnbGkiVLYGdnJzAdEak6tmokIiJqBiorK1FcXIwOHTqIjkKC9OnTBwsXLsSoUaNER1EJpaWlGD9+POzs7BRnQEiSVGeepnRbKCwshK+vL4qLi+Hk5AQHBwfU1NTg5s2byMrKgrGxMVJSUtCuXTvRUYlIRbEsTUREpOZqampw7tw5aGtro127dhp/MJym6tOnD3788UcWD/6/X3/9Fc+ePUNqaiqOHz/e4DxN6bYQFRWFsrIyREdHw9XVtdbYmTNnMHXqVGzevBmLFy8WlJCIVB2LB0RERGpELpdj9erVuH37NjZs2ICamhoEBgbiypUrAIA333wTcXFxMDAwEJyUlG3OnDkIDg6GhYUFPD09YW5uXu/2BU0pLi1btgwPHjzAoEGDYG9vr/FnQJw+fRoBAQF1CgcA4OrqioCAAKSnp7N4QEQNYvGAiIhIjcTGxmLr1q2KpdbHjh1DdnY2Bg0ahC5duiAmJgabNm3CZ599JjgpKdv8+fOhpaWF1atXY/Xq1fXO0aRuC9euXUNQUBAPEP3/Hj16hK5duzY47uDggH379ikxERGpGxYPiIiI1EhKSgpcXFywbds2AMCJEyegq6uLlStXQl9fH0+ePMHx48dZPNBARkZGPDX/N1q2bMkDAH/D1NQUN2/ebHD81q1bMDY2VmIiIlI3LB4QERGpkby8PIwdO1Zx8Nv58+fRq1cv6OvrAwC6deuGb7/9VmREEmTHjh2iI6iUAQMGIDU1FQEBAaKjqAQ3NzckJiZi6NChePfdd2uNnTt3DomJifDy8hKUjojUAYsHREREakRXVxevGiXl5OSguLgYgYGBivGysjK0adNGVDxSEcXFxSgoKICuri46dOigkSsSQkJCMHnyZEyZMgXDhg2DmZlZvWdAuLi4CEinfKGhoThx4gSCgoLg7OyMN954AwBw8+ZNZGZmom3btpgxY4bglESkylg8ICIiUiOdO3fGyZMnMWbMGBw4cACSJGHAgAEAgPLychw4cAD29vZiQ5IweXl5WLJkCTIzMxX3JEmCs7MzlixZolHL+F89RX/48CG+//77BudpSreF9u3bY9euXfjiiy9w4cIFnD9/XjHm5OSEpUuXolOnTgITEpGqk+SvHl8QERGRyjt8+DDmzJmD1q1b4+nTp+jVqxf27NmDa9eu4dNPP8WjR48QFRWFwYMHi45KSlZYWAhfX18UFxfDyckJDg4OqKmpwc2bN5GVlQVjY2OkpKSgXbt2oqMqxbp16xTbexqjiU/bS0pKkJ+fDwCwtLSEiYmJ4EREpA648oCIiEiNeHp6QkdHBwcOHECHDh0QGhoKAGjVqhX09fUxd+5cFg40VFRUFMrKyhAdHV2nHd+ZM2cwdepUbN68WWNa8b36f4PqMjY2hrGxMX755Re2dSWi18aVB0RERETNwPvvv4/BgwdjyZIl9Y4vW7YMGRkZOHnypJKTkUi7du3Czp07cfDgQWhra9camzNnDs6cOYPp06djwoQJghISkbrgygMiIiI1VFhYiIyMDNy/fx8jR45E69atUVhYiO7du4uORoI8evQIXbt2bXDcwcEB+/btU2IiscrLy7Fq1SpkZGSgsLAQ9T0vkyQJOTk5AtIpR0REBGJjY6Gjo4O8vDx07ty51ri+vj6ePn2KFStW4M6dO/jb3/4mKCkRqQMWD4iIiNRMfHw8vv76a1RWVkKSJLi4uODFixf49NNPERgYiEWLFomOSAKYmpri5s2bDY7funULxsbGSkwkVmRkJBITE2FmZoaePXtCS0tLdCSlSktLQ2xsLFxcXBAeHo6OHTvWmbNs2TLMmDEDM2fOxJ49ezBo0CC4ubkJSEtE6oDFAyIiIjWSnp6O8PBwODs7w9PTU/GksHPnzujTpw927tyJN998E35+foKTkrK5ubkhMTERQ4cOxbvvvltr7Ny5c0hMTFR0INAE6enpGDRoEKKiojSucAAAu3fvhpWVFbZs2YIWLVo0OK9du3aIjo6Gh4cHdu7cyeIBETWIxQMiIiI1EhMTgzfffBPbtm1DWVmZonhgbW2N+Ph4jB07Frt372bxQAOFhobixIkTCAoKgrOzM9544w0AwM2bN5GZmYm2bdtqVGeB8vJyDBw4UCMLBwBw/fp1jBs3rtHCwSsGBgbw9vZGUlKSEpIRkbrSzH9NiYiI1NSPP/6I4cOH1zn4DAB0dHTg7e2Nu3fvKj8YCde+fXvs2rUL7777Li5cuICEhAQkJCTgwoUL6Nu3L3bt2oVOnTqJjqk0b7/9NnJzc0XHEKaiogIdOnR47fl2dnYoLy9vwkREpO648oCIiEjNtGzZssGxyspKVFdXKzENqZLOnTsjLi4OJSUlyM/PBwBYWlrCxMREcDLl+/zzzxEUFITOnTvjgw8+gJmZmehISmVubo6ioqLXnl9cXKxx7xER/TlceUBERKRGHBwckJ6eXu9YTU0NDh06hC5duig5FakaY2Nj9OzZE+3atYOBgYHoOEJYWFiga9euCAsLg5ubG7p161bnz5tvvik6ZpPp3r07Tpw48drzjx07Bltb26YLRERqj8UDIiIiNTJu3DicPXsWy5cvx+3btwEAT58+xdWrVzF16lTk5OQgICBAcEpSpl27dmH48OGoqampM7Zy5Uq4ubkhPj5eQDKxwsLCkJmZCUNDQ/Ts2RN9+vSp86d3796iYzYZX19f5OTkIDo6+g/nRkdHIzc3Fz4+Pk0fjIjUliSvr+ktERERqayVK1ciJiYGkiRBLpdDkiQAgFwuh7+/P5YvXy44ISlLREQEYmNjoaOjg4MHD6Jz5861xpcsWYKkpCRUV1djzJgxigM2NYGzszP69u2LNWvWQEdHM3fqzpw5E8ePH8fQoUMxfvx49OrVS3GAYlVVFS5fvoyEhAQcP34cTk5O2LZtm8a+V0T0x1g8ICIiUkNXr17FP/7xD9y9excymQyWlpbw8PCAi4uL6GikJGlpaZg+fTpcXFwQHh6Ojh071juvqKgIM2fOxJUrV7BlyxaNacXXp08fLFy4EKNGjRIdRZiKigosXLgQx44dgyRJ0NbWhpGREWQyGR4/fgyZTAa5XA53d3eEh4ejTZs2oiMTkQpj8YCIiEgNyWSyWi3oHj58CHNzcz411CAhISHIy8vD4cOH/7AdX3l5OTw8PNCjRw9s2rRJSQnFmjRpEqytrbF06VLRUYQ7c+YMkpOTce3aNRQVFUFbWxvt27eHk5MTvLy80LdvX9ERiUgN8BMGERGRmtm9ezfWr1+P3bt3w8rKCgCwdu1apKWl4W9/+xuGDx8uOCEpw/Xr1zFu3Lg/LBwAgIGBAby9vZGUlKSEZKphzpw5CA4OhoWFBTw9PRssrv22CNdcubq6wtXVVXQMIlJzLB4QERGpkSNHjuCLL76Avb19rftubm748ccf8dlnn8HY2BjvvfeeoISkLBUVFejQocNrz7ezs0N5eXkTJlIt8+fPh5aWFlavXo3Vq1fXO0eSJOTk5Cg5GRGRemLxgIiISI3Exsaid+/eiI+Ph66uruK+p6cn3N3dERgYiI0bN7J4oAHMzc1RVFT02vOLi4thZmbWhIlUi5GREYyMjETHICJqNlg8ICIiUiO3b9/GnDlzahUOXmnRogW8vb2xZs0aAclI2bp3744TJ05g2rRprzX/2LFjsLW1bdpQKmTHjh2iIxARNSvNf5MXERFRM6KtrY2ysrIGx58+fYrq6molJiJRfH19kZOTg+jo6D+cGx0djdzcXPj4+DR9MBVUXFyMq1ev4qeffkJpaanoOEREaokrD4iIiNRIjx49sG/fPowfPx6tW7euNfbs2TPs378fPXr0EJSOlGngwIEYOnQoVq1ahWvXrmH8+PHo1auX4gDFqqoqXL58GQkJCTh+/DicnJw07jDNvLw8LFmyBJmZmYp7kiTB2dkZS5YsgZ2dncB0RETqha0aiYiI1Mi5c+cwadIk2NnZISAgAHZ2dpAkCXfu3MG+ffvw888/Y8uWLTxZXUNUVFRg4cKFOHbsGCRJgra2NoyMjCCTyfD48WPIZDLI5XK4u7sjPDwcbdq0ER1ZaQoLC+Hr64vi4mI4OTnBwcEBNTU1uHnzJrKysmBsbIyUlBS0a9dOdFQiIrXA4gEREZGaSUpKwvLly1FRUQFJkgAAcrkcenp6WLhwIUaNGiU4ISnbmTNnkJycjGvXrqGoqAja2tpo3749nJyc4OXlhb59+4qOqHSLFy9GUlISNm3aVKeYdubMGUydOhWjR4/G4sWLBSUkIlIvLB4QERGpoWfPnuHs2bPIz89HVVUVLC0t4erqirZt24qORqQS3n//fQwePBhLliypd3zZsmXIyMjAyZMnlZyMiEg98cwDIiIiNVJaWgojIyPo6elhyJAh9c65cOECnJ2dlZyMSLU8evQIXbt2bXDcwcEB+/btU2IiIiL1xm4LREREasTHxweXLl2qd6y6uhqRkZGYOHGiklMRqR5TU1PcvHmzwfFbt27B2NhYiYmIiNQbiwdERERqpLy8HBMmTMCWLVtq3b9z5w4CAgKwbds2ODg4CEpHpDrc3NyQmJhYq9PCK+fOnUNiYiIPFiUi+hN45gEREZEauX//PubMmYPs7Gy4uroiMjISqamp+Oqrr1BVVYVPPvkEn376KXR0uDORNFthYSG8vb3x+PFjODs744033gAA3Lx5E5mZmWjbti2SkpLQqVMnwUmJiNQDiwdERERqRiaTISoqCps3b0aLFi3w4sULODo6Ijw8HN26dRMdj0hl/Pzzz/jiiy+QmZmJ337kdXJywtKlS2Fvby8wHRGReuFjCSIiIjWjpaWFAQMG4ODBgygoKAAA9OnTB507dxacjEi1dO7cGXFxcSgpKUF+fj4AwNLSEiYmJoKTERGpH648ICIiUiOVlZX4+9//jri4OOjp6WHu3Lk4d+4cjhw5AltbW6xYsQJ9+vQRHZNIJf3yyy8wMTGBrq6u6ChERGqHByYSERGpkQ8//BDbt29Hjx49kJSUhICAAHzzzTdYsWIF/v3vf2PcuHH46quvRMckEmbXrl0YPnw4ampq6oytXLkSbm5uiI+PF5CMiEi9sXhARESkRvLz8zFt2jTs3LkTVlZWivu+vr5ITk5Gjx49EBsbKy4gkUARERFYtmwZ8vLykJeXV2dcX18fT58+xYoVK/DFF18ISEhEpL64bYGIiEiNZGVl4Z133mlwXCaTYf369QgNDVViKiLx0tLSMH36dLi4uCA8PBwdO3asd15RURFmzpyJK1euYMuWLXBzc1NyUiIi9cTiARERERGpvZCQEOTl5eHw4cNo0aJFo3PLy8vh4eGBHj16YNOmTUpKSESk3rhtgYiISIWtWLECOTk5de6Xl5dDJpPVuX/kyBG8++67yohGpFKuX78Ob2/vPywcAICBgQG8vb1x5coVJSQjImoeWDwgIiJSYXFxcbh9+3ateyUlJXBycsKFCxfqzK+qqsKTJ0+UFY9IZVRUVKBDhw6vPd/Ozg7l5eVNmIiIqHlh8YCIiEgNcdchUW3m5uYoKip67fnFxcUwMzNrwkRERM0LiwdEREREpPa6d++OEydOvPb8Y8eOwdbWtukCERE1MyweEBEREZHa8/X1RU5ODqKjo/9wbnR0NHJzc+Hj49P0wYiImgkd0QGIiIiIiP63Bg4ciKFDh2LVqlW4du0axo8fj169eikOUKyqqsLly5eRkJCA48ePw8nJCcOHDxecmohIfbB4QERERETNwooVKyBJEo4dO4bU1FRoa2vDyMgIMpkMjx8/hkwmg1wuh7u7O8LDw6Gjw4/CRESvi/9iEhEREVGzoK+vjzVr1uDMmTNITk7GtWvXUFRUBG1tbdja2sLJyQleXl7o27ev6KhERGqHxQMiIiIV98MPP6CmpkZxXVFRAQA4e/YsCgsLa829dOmSUrMRqSJXV1e4urqKjkFE1KxIcvZ6IiIiUlmOjo6QJKnOfblc3uj93NxcZcQjIiIiDcGVB0RERCpsxowZoiMQERERceUBERERERERETVOS3QAIiIiIiIiIlJtLB4QERERERERUaNYPCAiIiIiIiKiRrF4QERERERERESNYvGAiIiIiIiIiBrF4gERERERERERNYrFAyIiIiIiIiJqFIsHRERERERERNQoFg+IiIiIiIiIqFH/D0PjKbXlAMbbAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Correlation matrix of final constituents\n", "\n", "xcatx = [item for value in dicx_pc.values() if \"ZN\" in value for item in value[\"ZN\"]]\n", "cidx = cids_fx\n", "sdate = \"2000-01-01\"\n", "labels = [dict_lab[xc] for xc in xcatx]\n", "\n", "\n", "msp.correl_matrix(\n", " dfx,\n", " xcats=xcatx,\n", " cids=cidx,\n", " start=sdate,\n", " freq=\"M\",\n", " cluster=False,\n", " title=None,\n", " size=(10, 8),\n", " xcat_labels=labels,\n", ")" ] }, { "cell_type": "code", "execution_count": 33, "id": "42e94c40", "metadata": {}, "outputs": [], "source": [ "# Factors and re-scoring\n", "dicx = dicx_pc\n", "cidx = cids_fx\n", "\n", "factors = list(dicx.keys())\n", "\n", "# Factors as average of constituent scores\n", "\n", "for fact in factors:\n", " xcatx = dicx[fact][\"ZN\"]\n", "\n", " dfa = msp.linear_composite(\n", " dfx,\n", " xcats=xcatx,\n", " cids=cidx,\n", " complete_xcats=False,\n", " new_xcat=fact,\n", " )\n", " dfx = msm.update_df(dfx, dfa)\n", "\n", "# Sequential re-scoring\n", "\n", "dfa = pd.DataFrame(columns=list(dfx.columns))\n", "\n", "for fact in factors:\n", " dfaa = msp.make_zn_scores(\n", " dfx,\n", " xcat=fact,\n", " cids=cidx,\n", " sequential=True,\n", " min_obs=261 * 3,\n", " neutral=\"zero\",\n", " pan_weight=1,\n", " thresh=3,\n", " postfix=\"ZN\",\n", " est_freq=\"m\",\n", " )\n", " dfa = msm.update_df(dfa, dfaa)\n", "\n", "dfx = msm.update_df(dfx, dfa)\n", "\n", "dict_themes[\"REL_PRICE_COMPETE\"] = [fact + \"ZN\" for fact in factors]" ] }, { "cell_type": "markdown", "id": "028e4110", "metadata": {}, "source": [ "## Thematic factor calculation" ] }, { "cell_type": "code", "execution_count": 34, "id": "505f33d5", "metadata": {}, "outputs": [], "source": [ "# Themes and re-scoring\n", "\n", "cidx = cids_fx\n", "themes = list(dict_themes.keys())\n", "\n", "# Themes as average of factor scores\n", "\n", "for theme in themes:\n", " xcatx = dict_themes[theme]\n", "\n", " dfa = msp.linear_composite(\n", " dfx,\n", " xcats=xcatx,\n", " cids=cidx,\n", " complete_xcats=False,\n", " new_xcat=theme,\n", " )\n", " dfx = msm.update_df(dfx, dfa)\n", "\n", "# Sequential re-scoring\n", "\n", "dfa = pd.DataFrame(columns=list(dfx.columns))\n", "\n", "for theme in themes:\n", " dfaa = msp.make_zn_scores(\n", " dfx,\n", " xcat=theme,\n", " cids=cidx,\n", " sequential=True,\n", " min_obs=261 * 3,\n", " neutral=\"zero\",\n", " pan_weight=1,\n", " thresh=3,\n", " postfix=\"ZN\",\n", " est_freq=\"m\",\n", " )\n", " dfa = msm.update_df(dfa, dfaa)\n", "\n", "dfx = msm.update_df(dfx, dfa)\n", "\n", "themez = [theme + \"ZN\" for theme in themes]" ] }, { "cell_type": "markdown", "id": "a2d01329", "metadata": {}, "source": [ "## Signal optimization with machine learning" ] }, { "cell_type": "markdown", "id": "1e0f8b41", "metadata": {}, "source": [ "### General preparations" ] }, { "cell_type": "code", "execution_count": 35, "id": "0009bef7", "metadata": {}, "outputs": [], "source": [ "# Candidate factors for optimization\n", "\n", "fx_facts = list((*dicx_pc.keys(), *dicx_mp.keys(), *dicx_ea.keys(), *dicx_xv.keys()))\n", "fx_factz = [f + \"ZN\" for f in fx_facts]\n", "#fx_factz = themez\n", "\n", "# Special labelling dictionary\n", "dict_factz = {k: v for k, v in dict_lab.items() if k in fx_factz}" ] }, { "cell_type": "code", "execution_count": 36, "id": "65d57131", "metadata": {}, "outputs": [ { "data": { "image/png": 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YMIDixYsDeZ97t27dKFu2LGCYh8TBwYG7d++Snp6Os7Mzbdq0MUnv7+/PgAEDaNmyZa7DluVm1apVRERE4OHhwfz5840xAXh4eDBz5kx8fX1JTExk3rx5+drnoyxevJj09HRq1arFuHHjsLa2Bgx5MnLkSNq1a/fUx8juacufu7s7M2fONBnmqmnTpjRq1AiAs2fP5iuOqKgobt26BcDEiRNN9qdQKHjnnXeMvRgeHposU8OGDRkwYAAWFoYBEwoXLkyHDh0Aw3w1kyZNMjnHBg0aGOv0lStXjMv379/PuXPn8PLyYtGiRZQpU8a4ztHRkUmTJlGtWjViY2ONZf9hH3/8scm1cnR0ZNSoUQDExcVx9+7dfOXLkSNHsLS0pHnz5nTq1AmlMuurd+HChRk+fDgA0dHRREdH52ufBfUk57R48WIyMjKoU6cOo0ePNg6lp1KpGDBgAB07dnyiY2cOudW7d28+/PBDY28ylUrF4MGDadCgAVqtls2bNwNw7NgxVCoVlSpVYvDgwSb13cXFhS+++AIw9LTJ77WYP38+KSkp+Pr68ssvv+Dh4WFcV7x4cebPn4+npyehoaGsWLEi13188cUXxrzIvFdfv34dgEaNGlG0aFFjWmtra0aPHo2/vz/NmzcnLi4uX3EKIYQQ4uUmDSlCCCGEEOKVVrZsWVatWsXmzZsZOnQoNWrUMPlxLjo6mnnz5vH222/z4MGDfO939erVXLx4kffeey/X9ZnDDaWlpeW6vkaNGigUiic4k0erW7cuxYsXJyMjI8c8K5s2bQIMQ4Bl/hh4+PBhMjIyKFu2bJ7zoLRv3x6AixcvGn/srVSpEqdPn+b06dPG+WSyy8jIMDau5NU4lduwSsWKFcPCwoL4+HhGjx5t/JEy05AhQ5g5cyYtWrTIMw+yy5zT5J133skxNwcYGnB69OhhTKt/yqkjM4/XuXPnXNf37t37qfb/sKctf/Xq1TM29mTn4+MDQGJiYr7i8PDw4MSJE1y4cAFfX98c67VarXGIsLxieeONN3IsyxzuzdbWNtfhpDIbbJKTk43L9u3bB0CzZs2ws7PLsY1CoeDtt98GDA2OuXnzzTdzLMvMEyBHI2VePvvsMy5dusSPP/6Y6/rs8wfllS/PypOc0//+9z+APBtMHh4G7FHu3bvHnTt3APIsp5MmTWLfvn3GYbo++OADLly4wKpVq3JNnz3f8tv4nXlO77//fq5zLDk7OxsbojPLUHaenp4mDbGZSpUqBcD69etZtWoVMTExxnVWVlYsXryYKVOm5DqPjxBCCCHMj8yRIoQQQggh/hMqVKhAhQoVGDZsGKmpqZw9e5ajR4+yZcsWoqOjuX//PsOHD2fNmjX53qelpSXx8fHGHh9BQUEEBgZy7do1oqKiAMMb9bnJ77wb+aVQKOjQoQMzZ85ky5Ytxh8uMzIy2LVrF2D642hmL4IHDx7k+eNo9saFO3fu4O7ubvx/Gxsb7ty5w9WrV7l//z5BQUEEBARw48YN0tPTgSc7d3d3d/r168e8efPYvHkzmzdvxtPTk9dffx1/f38aNWr0RL12Mt9Wz6uRKPu6mJgY4uLicm0Yyo+UlBTj9c6tMQGgfPnyWFlZkZGRUaBj5OZpyl9eP+5m/lCt0WieKBYbGxtCQkK4dOmSsTzcvn2ba9eukZKS8shYChcunOu5gaEXQvbeHA+vz15GM3vfHDx4MEdDXKbMRoPAwED0en2Oxszc8iX7j/darTbX/eZGoVCgUCg4c+YMAQEBBAUFcf/+fW7cuMG9e/eM6fLKl2clv+eUlpZGWFgYAOXKlct1X+XLl0ehUOSr4THzHO3s7HJtiADynP/J0tKSixcvcvPmTWO+3bx509gwA+QrhqSkJMLDwwGoXLlynuky7wW59XLJ3ssquy5durB+/XoCAgKYMGEC3377LRUqVKBevXo0bNiQ1157zdjLSgghhBDmT57qQgghhBDiP8fW1pYGDRrQoEEDhg8fztixY9mxYwfnz5/nypUrj/zxPVNSUhKTJk1i27ZtqNVq43JLS0sqVapEhQoVOHLkSJ7b59Yb4Gl17NiR2bNnc/bsWYKCgihevDgHDhwgPj4ePz8/k/PK7HGQlJSUr2Gcsr+1fuHCBcaPH8/Vq1dN0ri6utK4cWOuXr1KcHBwnvvK/iNudiNHjqRy5cr8/vvvnDlzhsjISLZt28a2bduwsLCgTZs2jBs3DkdHx8fGm5SUBPDItJk9JcDQs6GgDSnZe2/k1hMCDEMZOTk5GRs4ntbTlr/8DpGWH3fu3OGbb77h1KlTJssdHByoXbs2EREReTZsQN55BuTaiJKXzGseFhZmbBDIi1arJTk52aQMwOPzJb89l/R6PYsXL2b+/PkmdUehUFC6dGnat2/Pli1b8rWvp5Xfc4qPjzcuy+uaWFlZYWtra2wce5TMIa3s7e3zGanBpk2bmD59OpGRkSbLixUrRufOnVm7dm2+95W9x9LD1zq7zHUpKSk5Gtjyulc7ODiwZs0alixZwvbt27l37x5Xr17l6tWrLF68GHd3d0aMGEHXrl3zHa8QQgghXl7SkCKEEEIIIV5J48aN48SJE3To0IHBgwfnmc7GxoZvv/2WPXv2GMfdz09DykcffcTJkyexsbGhe/fuVKtWjXLlylGyZEksLS1Zu3btI3/Ifh6KFClC/fr1OXr0KNu2beOjjz4y/lj78FA9mUM/tWzZkpkzZ+b7GLdv36Znz56kpaVRtmxZOnXqRPny5fHx8TG++f7ee+89siHlUZo3b07z5s1JSkri1KlTnDp1ikOHDnHnzh22bt2a7zlN7O3tiY+Pf+QQVdl/OH7SH3uzy95Yk/ljfm4eNYRTXj/Q5zV80ctS/qKjo+nevTvR0dEULVqUrl27UrFiRcqUKUOxYsVQKBR8+umnj2xIeVYyy/TXX39N9+7dn/vxHmXOnDnMmjULgDZt2tCoUSPKli1LmTJlsLe3JzAw8F9rSMkvFxcX4+e8yrFer893r6rMxpjsjRmPs2nTJkaPHg0Y5s5p3rw55cqVw8fHB2dnZ9Rq9RM1pGSv14+qm5n3Ajs7uycactHBwYGPP/6Yjz/+mHv37nHy5ElOnjzJ4cOHiY6O5uuvv8bFxSXfQxIKIYQQ4uUlDSlCCCGEEOKVlJ6ezr1799i3b98jG1LA8GOYvb09cXFx+Ro+6vz585w8eRIwTGT8+uuv50jzJPOtPEudOnXi6NGj7N27l169enHs2DEsLS2Nc0NkKl26NJA1xFduUlNTuXTpEkWKFKFo0aKoVCqWLVtGWloaZcqUYf369cYfr7PLHErnSaSlpREYGAgYhg9ycHCgSZMmNGnShNGjR7NgwQKmT5/OwYMHSUxMfGyvlDJlynDu3DmuXLmSY/L6TJcvXwYMcyQUtDcKGH58LVasGMHBwVy7di3H5O8AoaGhuf6Qmzn5dl4/TkdERORY9jKVvw0bNhAdHY2LiwsbNmzItf4UpDwUROnSpbl+/fojy3RYWBjh4eEUKVLkuc1doVarWbx4MWCY2+fjjz/OkeZF3R8exdraGm9vb0JCQvIsx3fu3Mn3sG+Zc4ikpKQQHBxMsWLFcqTZv38/S5cupUqVKnz++efMnz8fMMxt9P333+dI/6T55uDggKenJ5GRkVy+fDnXc4Kse0FmzPkRHR3N3bt3KVOmDG5ubpQsWZKSJUvStWtXkpOT6dmzJ5cvX2bLli3SkCKEEEK8AmSyeSGEEEII8UrKbDi4fPkyGzdufGTao0ePEhcXh4uLC9WqVTMuzz6sUPYeA9l7W+Q27n5qaio7duwAnmxOhUyZb0QXZAL0Zs2a4eLiwtWrV1m7di3p6em88cYbOX7gbty4MSqVijt37nDs2LFc97V06VJ69OhB+/btjT0jQkJCAMNk1bk1ohw7dozQ0FDgyc59zZo1tG/fnlGjRuV63vXr1zd+zs9+MyfY3rx5s0nPk0wZGRmsXr0aMLz5/rQyfyhds2ZNrvHlNfdOZgNOcHBwro0pe/fuzbHseZe/3GTWhYevTWYsRYsWzbURJSAggPPnzz/TWPKSec137txJdHR0rmnGjh3Lu+++y6effvpMjplbXY2NjTUOfZVX77Z169YZPz/pfDTP0+PKcfa4H8fHxwdvb2/A0OCWm02bNnHq1CnjRO2Z5SmvfFu/fr3x88P5ltd9s0mTJgCsXr061zoWHx/P5s2bAWjUqNEjzym7vn378sEHH7Bp06Yc6+zt7alevTrw/Mu9EEIIIf4d0pAihBBCCCFeSQ0aNKBly5YAfPXVV0yaNCnHcFPp6els2LCBESNGADBixAiToWCyzxOQ2TgAht4OmebMmWMyR0VAQAD9+/c39q7Ia2imR8k8bmajxZOwsrKiXbt2APzyyy9AzmG9ALy9venSpQsAn3zyCQcOHDCu0+l0rFu3jtmzZwPwwQcfGOcQyOzJcuzYMc6cOWPcRqPRsH37dkaOHGlc9qihrB7WunVrLC0tuXnzJpMnTzaZgyEmJoYZM2YAUK1aNZMhiPLy/vvvU6hQIaKiohg4cCBBQUHGddHR0QwfPpybN29ib2/PsGHD8h1nXvr06YObmxtXrlxh9OjRxt4ner2edevWsWjRoly3q1WrFmD4MXfGjBnGH4dTU1OZPn06hw8fzrHN8y5/ucksk/Hx8SY9azJjuX79Ort37zYu1+v1HD58mH79+hnje1ax5KVNmzb4+vqSkJBA3759TXqmJCUlMX78eP766y8UCgUDBgx4JsfMra66ubkZy+jSpUuNc4WAoSyPHz+e7du3G5c9ST153vr27YuzszNXrlxhzJgxJuV41apVLF++PN/7UigUfPTRRwAsXLiQdevWGRs5tFotCxYsYO/evVhYWNCrVy8gqzytWbPGpCdTUlISs2bNYsGCBcZlD+dbXvfN/v37Y29vz82bNxk+fLhJI1tQUBADBw4kKiqKQoUK8eGHH+b7/Nq3bw/A7Nmzc9TTM2fOGIdua9y4scm627dvc/v2bWPjkRBCCCHMgwztJYQQQgghXlnTpk3Dzs6OzZs3s3z5cpYvX07RokVxd3cnPT2dwMBAMjIysLS05NNPP+X999832d7FxcU41M2QIUMoU6YMw4cPp1GjRrRu3Zpdu3axZMkSNm7cSLFixYiLizM21jRo0IBjx46RnJxMUlLSIyc6fljFihW5efMmixYt4tChQ7Ro0cL4g2R+dOrUiRUrVpCSkoKHh0eeb1mPHTuW8PBwDh48yODBg/Hy8qJQoUKEhIQYf+Rr2bKlsaEJDA0G27dvJzY2lg8++IBSpUphb29PcHAw8fHx2NnZUaNGDc6dO/dEw/B4eXkxefJkRo0axfLly1m/fj0lSpRAq9Vy//590tPTcXV1ZdKkSfnan5OTE/PmzWPAgAGcO3eOFi1aULZsWSwsLLh16xZqtRoXFxemT5/+RMP55MXT05M5c+YwaNAgtm7dyr59+yhTpgyRkZGEh4dTsWJFrl69mmM7X19f2rVrx7Zt21iyZAlbtmyhcOHC3Lt3j6SkJEaMGMHPP/9ssk3FihWfa/nLjZ+fH0qlkvT0dFq1aoWXlxeLFy+mc+fOrFq1inv37vHxxx/j7e2Nq6srYWFhREdHY2lpSZ06dTh16tRzH+LL0tKSuXPn0q9fP65du8Zbb71F6dKlsbW1JTAw0Ng4N2bMmCfqefAoedXV4cOHM2HCBE6dOsUbb7xBqVKlyMjI4N69e2g0GipWrEhYWBixsbE8ePAgX/My/Rs8PT355ZdfGDp0KFu2bGHv3r34+Pjw4MEDIiMjadKkCYcOHcp3L4vOnTsTEBDAb7/9xldffcXPP/9M4cKFCQ4OJi4uDpVKxfjx4ylfvjwAI0eO5KOPPiIgIICmTZsaG27v3btHeno6xYsXR6FQcP/+/Rz3l7yuRfHixZk5cybDhw/nwIEDNG7cmLJly6LVagkICECn01G0aFFmz56dr6EdM/Xs2ZO//vqLw4cP079/f7y8vPDy8iI2NtbYmNOkSRNjg3WmzKEGhw4d+kwacYUQQgjx75AeKUIIIYQQ4pVlZWXF1KlTWbduHX369KFSpUpkZGRw/fp1Hjx4QOnSpenbty9bt27N8w31X375hRo1aqDT6QgMDOT+/fsATJ8+nYkTJ1KlShX0ej03btwgIyODN998k/nz57NkyRKKFi0KYNLbIz+++OILWrZsia2tLXfv3uX27dtPtH2FChWMP0y+/fbbWFjk/v6UtbU1v/76KzNmzKBhw4ao1WquXbuGVqulbt26fP/99/z888/GeTzAMITT1q1bef/99ylVqhRhYWHcvXsXDw8PevTowdatW40NLydPnjTpWfI4b7/9NitWrKBly5Y4OTlx+/ZtQkJCKFmyJAMHDmTnzp2UK1cu3/urWLEi27dvZ8iQIZQrV46goCACAwMpXbq0scHD398/3/t7nJo1a7Jt2zbef/99nJ2duXHjBjY2NowcOZKffvopz+2+//57xo0bR6VKlUhJSeH+/ftUqVKFhQsX0r9//1y3eZ7lLzclS5ZkypQplCpViri4OMLCwggJCcHBwYH169czYMAAypUrR0xMDLdu3cLBwYFOnTqxYcMGJk+eDBh6rWTv2fU8FC9enE2bNvH5559TrVo1IiMjjT2PWrZsye+///5EvQ4eJ6+62q1bN5YuXUqDBg1wdHTk1q1bREdHU61aNcaNG8fatWuNPRUOHjz4zOJ5FurVq8emTZt49913cXV15caNG9ja2jJs2DBmzpz5xPsbPXo0v/32G02bNkWv13P9+nVUKhWtWrVizZo1Jg0Nb775JuvXr6dZs2Z4enpy584dwsLC8PX15dNPP2XLli3GHncP59uj7pv+/v7s2LGDXr16UaxYMe7evUtYWBgVKlQw7vdJG7NUKhVz5sxh7Nix1KhRg7S0NK5fv05qair+/v78+OOPzJ07N8/7rxBCCCHMi0JfkIGXhRBCCCGEEC8tjUZD48aNiYqKYseOHZQtW/ZFh/SfFxwcTNOmTQHYs2cPJUuWfMERCSGEEEIIIfJLeqQIIYQQQgjxijlw4ABRUVHUqFFDGlGEEEIIIYQQ4ilJH1MhhBBCCCFeAXfu3MHa2pq7d+8yYcIEAHr37v2CoxJCCCGEEEII8ycNKUIIIYQQQrwCli5dypo1a4z/7+/vT8uWLV9gREIIIYQQQgjxapCGFCGEEEIIIV4BlSpVws7ODgsLC5o1a8aXX375okMSQgghhBBCiFeCTDYvhBBCCCGEEEIIIYQQQgiRB5lsXgghhBBCCCGEEEIIIYQQIg/SkCKEEEIIIYQQQgghhBBCCJEHaUgRQgghhBBCCCGEEEIIIYTIgzSkCCGEEEIIIYQQQgghhBBC5MHiRQcgxKtKHzDhRYfwxBRlvzF+1m9u9AIjKTjFO4eNn/V7W77ASApG0Xy38bPZl6G/OrzASApGUX+T8XPIINcXGEnBeM+LNX5OmVTyBUZSMHZf3jN+Nvvyb+7xm/n9U+rvi5G9Dq+sb/kCIymYD/5SGz+b+zPM3Ouwucd/+0OHFxhJwfgsSzJ+NsfvASbfAcz8GfxNFasXGEnBTLiUYfxs7vX3VXgGm+M5mHwPMPMyJPH/+7LHnzGj7AuMpGCsRgYYP+uvfPICIykYRaWfjJ/N/Rn8ONIjRQghhBBCCCGEEEIIIYQQIg/SkCKEEEIIIYQQQgghhBBCCJEHaUgRQgghhBBCCCGEEEIIIYTIgzSkCCGEEEIIIYQQQgghhBBC5EEaUoQQQgghhBBCCCGEEEIIIfIgDSlCCCGEEEIIIYQQQgghhBB5kIYUIYQQQgghhBBCCCGEEEKIPEhDihBCCCGEEEIIIYQQQgghRB6kIUUIIYQQQgghhBBCCCGEECIPFi86ACH+yx5EpdDuox3M/qoRdasWMi4/eCqEuasvceNuHK5O1rTyL8HHPapib2tpTBMelcIPS85x9O8wNFod1St4MKJnNaqUczc5xtGzYfy8/AIB9+Nxd7GhW1tf+nQsj0KhePr447S0mxHN7J4u1PWxyor/Wjpz9yVx44EGVzslrara8HELe+yts9puw+O1/LAziaM30tHooHoJS0a0cqBKsaxzTFfrqTUuAo3O9Lh2VgrOTvR6+vhjNbSbHMLs/l7U9bXNiv9SCnP/jONGSAauDipa1bDn47dcTOOP0/DDpliOXktFo9NTvZQ1I9q5UqWkdZ7HG7YwgitB6Rz4tvhTxw6vQPmJUdPuq9vM/rg4dcvbZ8V/PpG5WyO5EZSOq6OKVq858XEHL+xtsuV/rJof1oRz9HISGi1U97FlRCcvqpTOuo46nZ7fdkez9n9xPIhVU6qwFf1ae9CunnPBg1YosPPvhUPjvqg8SqJLjCLt4k4Stk1Fn5YIgMqzNM5dJmNdth56nYbUv7eQsGm8cT2Awtoepw7jsa3RDoW1PRkBx4lfNxZNeEBWGhtHHNuOwrb6WyidvNBG3SP58BKSDy8Bvb7g55C5f8fC2AzYQ/q6AejunzAuV5ZtgmXD4Si9yqNPiUV7bQfqQ9NBnZJt20JYNvkSlU9jUKrQBZ9FfehHdGGXsh8Bi7r9saj5AQqnwujjgtH8vRzNmWVPHTu8AuXf3OM3x/vnK1R/wUzrsEJBufb9KddxEA5FS5MWG0HwkW1cXDQBTYohjx28fag1fBpe1fzRaTXcP7CBc3PHGNcDWNjaU+OjKRR/owMWtg5EnD/C3zM/I/H+TWMalY0dVfuOo0STTlg7uRN39woX5o8j/O+DBY8/G7N8hmWP3xzrsLnHr1Dg9EYfnJr2x9KzFNqESJLP7SBm4yTjPcbCqwwe3aZi41sfdFqSTm8ies3XOe5B7l0nYl+7PUobe1JvHCN61WjUD24Z0yjtXHDrMh77Gm1R2jqSdvsMMevGkX73bMHjz8bsvwOY6TNYoVBQq3M/XntvEK7FSpMcE8GNg9s4OOdb0pMNZcStuA+tPp9GiZoN0Gk1XN2zgb0zxhrXP6zlZ99TpGJNlvZpXqD1BWWWdTgbs3wGv0Lxm3v5kfhfbPw4FMayx0402wajDz5pXKwo/Saq14ei8CgPqbHobu1C+9cMk/KPfSFUjb5AWaoRKCzQh51D+9d09OGXTQ6hrPwuypq9UDh5Q0Io2gu/o7vw+zMJ/0FUKu1GHGb26NrUrZz17Dl4Jpy5a29x414iro5WtKpfhI/f98XeNuun//DoNH5Yfo2j5yLRaPVU93NhRDc/qpR1eaJjPV385vkMzvSf7JGi0WhYtmwZHTt2pEaNGrz++uv06dOHEydOmKTTarWsWrWKzp07U6NGDWrXrs17773H+vXr0T/0JdjPz48uXbqg1WpzHK9Hjx6MHj3a+P96vZ7ly5fTvn17qlatSq1atfjggw/4888/C3Q+9+/fZ8KECTRr1oyqVavy2muv0atXL3bv3m2SbuPGjfj5+Zn8q1ChAq+99hq9e/fm6tWrOfZ9584dvvjiCxo2bEjlypVp0qQJX3/9Nffu3TOm2b9/P35+fty+fdtk29WrV+Pn58eYMWNMlqvVaqpXr86iRYto0qRJjpiy/+vRo0eueZjd6NGjjemCg4Pztb/Ro0dTqVIlrly5kmN/mfn0vIVFJtP3qwMkJqtNlu/9K4iPvj2EnY0lP4/2Z8yAWpy4GE7vsQfQaA3fJhKTM+j2+V6On3/A8B5VmfllQ4oVcqDHF/u4eCPKuK/z16MYPOEQZYo5MWtsQ9q9UYppv51j4bqc1/qJ44/T0ndxLIlppnVh7+U0PloWh521gp8/cGZMO0dO3M6g98JYNFpD2sRUHd1+jeH4rXSGt3RgZndnirmp6DEvhotBWflxM1yDRgc/vufEHx+5Gv8tG+D69PHHaug7J5zE1Ifiv5DMRwsisLNW8nMfL8Z0cuPEzVR6z3xgGv+MBxy/kcrwt1yY2deLYu4W9Pj5ARcD03M93tZTSey9kJLrugLFb+7lJ1pN3+n3SEw1/Ya89+8EPpoZZMj/j4ox5v3CnLiWTO8fA7PyP0VLt8mBHL+azPCOXswcWoxinlb0mBrIxTupxn3N3BTJzxsi6NTIhXkjilOvoj2jFoSw/UR8geN2aDEcl/d+IO3yHmLmdSdp32zs6r6H20DDlwKFrRMeI7eicvIkdtlgEjZ/i13tjrj1X2KyH9c+C7Gt2Z6EzROIXToYlUsRPEZuRWGX9QOZW78l2NXrRtK+ucTM7UbaxT9xfvd7HFt/WuD4Mykci2D9/u8obEx/kFP5tcS662LISCFj4xDUe79FVao+1h+sAoXKkMjaEeueG1CVboD60DTSNwxCFx+EdY91KItWM+7LstlXWDX7Eu3dI6Sv7Yfm9G9YNhyBZdOvnjp+sy//5h6/md4/X5X6C+Zbhyt2/4zan/xC6F87OTy6E9dWz6BM6+40mrzWcEwHZ5rN2oONWyGOf9eH8/O+omSzrjT8brXJfhqMX0GJJp04/+uXHJ/YGztPb5rN2ouVo4sxTd0vfsW34yCur5nJ4bFdSAkPosmMHbhXrFPg+DOZ6zPMGL+Z1mFzj9+lzUg8ekwn5cKfPPjlPeJ2zcSxwfsUHrYSAKWdM0VH70Dl7EXEwoFEr/sGh7qdKDxkucl+Cg1egkOdDsSsG0fEggFYuBal6OidKO1cDAkUCgqPWIN9jTZErxvHg1kfgFZN0dE7sSzk89TnYfbfAcz4Gdygz2e0GfsLtw7v4o/hnflr6QyqtevOuzPWAGDj6MyHi3dj7+7Fpq/6sv+Xr6jcuitdpq3KdX/1e46g/ocj8zze49YXlLnW4Uzm+gx+VeI39/Ij8b/Y+HEogmXHpShsnEwWK3yaY9F+PmSkoNnxMZpD36Eo/joWnZZnlX8rByzf/QNliQZoj81As30I+oQgLLqsRlGoqnFfyspdsWg+Cf39v9BsGYju5k5Ub45DWbPvU4cfFpVK329PkZiiMVm+98QDPppyBjsbC37+tCZj+lTkxKUoeo8/me0Zpqbbl39x/EIUw9/3ZeaomhTzsqPHV8e5eCsu38d6qvjN+Bmc6T/XIyU9PZ3evXsTFhbGxx9/TI0aNUhLS2PDhg307t2bH374gXbt2qFWqxkyZAgXL15k6NCh+Pv7o9VqOXLkCFOnTuXAgQPMmjULlUpl3PfFixdZvHgxAwYMeGQMM2fOZN26dYwdO5YqVaqQlpbGrl27GDFiBFOnTuWdd97J9/mcPHmSjz76iFq1ajFhwgRKlSpFcnIy+/fv57PPPuPu3bsMGjTIZJujR48aP2u1Wu7evcvkyZPp27cv+/btw97e8FbdsWPHGDJkCA0aNOCnn36iaNGi3L9/n0WLFtGxY0dmz55NvXr1qFOnDiqVirNnz+Ljk/XH+ZEjRyhSpAhHjhwxOf7ly5dJTU3F39+fjh07Ghufzp07x7Bhw1i3bh1FihQBwNLSkidRpEgRk/PLtHv3biZOnEjz5llv0mg0GkaPHs2GDRuwsrLKsc3zotPp2bz/Lj8sOZejQQ5g9qpL+BR3ZuG3b2BlaShftSt50qLfNjbuvUPXVmXZsOcOIeHJrPqxOTUregLQoEYRYhPSmbLwLKuntQBg1sqLVCjjyg+f1QegYe2iaDQ65q+9Qs/2fthYP/ktQKfTs/lsGj/sSCS3d2pn70vGx1PFwj6uWFkYWntrl7akxQ/RbDyTSte6dmw4k0pIrI5Vg12pWcqQ9w18rYlN1jFlWyKrP3ID4HqoGgsltKxiY9zX09Lp9Gw+lcQPm2JzfSl49s44fApZsvCjQlnx+9jQYnwwG08k0bWBIxuOJxISrWHVyMLU9LExxF/B1hD/xhhWf1LEZJ/hcRomrY+hsIsqx/EKFL+5l5+/4vlhTXju+b8lEp8i1iz8tGRW/vva0eKLW2w8GkfXxq5sOBJHSJSaVWNLUbOcnSH+Sg7EJmmYsvoBq78sTWq6juV7o+nR3J0BbT0AqFfRgSuBaazYF8NbrxfgjV6FAscWw0k+spSEzd8CkH79ELqkGNz6L8GyRHWsK7yJ0t6VyEmN0SXHAKCNDcVj2DqsfOqScfskVqVfw7Zaa6JmdSH9yj4AMgKOU+i789g37kfSrulYFq+KTeVmRC/oRdrZLYZj3TiMws4FhxYfk7hz2pPHbzgJVFU7YdX0SyBnnbJsOAJ9VADpq3uCzvDHjTboFLYfHUZVrQva839gUa0rSpfipC3rhC74DAC6u0dR2Lph2Wwc6cs7ga0rFq/1QnNuNeo/v/onzRF0CaFYd1mE5vxq9NG3cxz/cV6J8m/u8Zvr/fOVqL9g1nVYoaDiB6MI2LKQ8/MM+3xw5gAZ8dH4T1yFW/laFHmtKdbO7uzqXYf0+GgAUiOCefOn7XhWqU/kpb/wqPw6xRq24+AnbxF6wvDSUMSFo7Rff4tyHQdxZdlUVFY2lGzalSsrvufG2lkAhJ/9nyFNhwFEXz31xDkPZv4Mw8zrsLnHr1Dg0nYkCQeXELNuPACpV/+HNimGwkOWYV2qBraVm6BycCN4nD+6JEP518aGUOTTTdiUe520Wyew9qmDfY22hE3vQMrFvYb93PyLktMu49S0P3HbfsTGtwG2fg0I+6kTKRcMdSTt5l+Umn0Px0Y9jMd/Uq/EdwAzfgYrFAr8+3zG3+sXsu8Xwz30zokDpMTF0HXaSopWrIlPvWbYObszv2tdUuIMZSg+PIQev26jePV6BJ0/DoCLdylafvYDfm+8RWpCXI5jPW59QZl1HQbM+hn8CsRv7uVH4n/x9VdZsQOqRqPJrfyr6n2MPuY2mk19jOVfE3Iay94HUFbqjO7yGpSVuqBwLo56TVf0oYYentr7x1DYuqF640s0a94FMKQPOY32fxMNaYKOg2tpVNW7ozu7uEDR63R6Nv8vmB+WXcs9/9fcxKeYAwu/roOVpaHPRO2KbrT46CAbDwTTtXkJNhwIIiQilVWT6lGzguF526C6J7EJGUxZcpXVU+rn61gFjt+Mn8HZ/ed6pPzyyy/cuHGDVatW0aFDB0qVKkX58uX58ssveeedd/juu+9ITk5m/vz5nDlzhlWrVtG9e3dKlSqFj48PvXr1Yvny5Rw+fJjFi00rQPHixZk1axYBAQF5HN1g1apV9OvXjzZt2lC8eHHKlSvHxx9/TOvWrVm2LP9dHZOSkvjss89o0KABCxYsoEGDBnh7e+Pr68vgwYP58ssvmT17NvHxpm+ueXp6Gv8VLlyYevXqMW7cOGJiYoy9cuLj4xk5ciRvv/02c+bM4bXXXsPb25t69eqxaNEiGjZsyKhRo0hISMDR0ZHKlStz9mxWV3G1Ws2JEycYPHgwkZGRXL9+3bjuzJkzeHh44Ofnh5ubmzEWZ2fDl8Lsy1xcXPKdHwAqlcrk/Dw9PYmMjOTHH3+kVatW9OzZ05i2cOHC3L17l7lz5z7RMZ7WjbtxjJ9zivZNSvHDp/VyrL8TlECDmoWNNw8AD1dbyhR34tDpUABuB8Xj7GBlvHlkqlu1EOeuRRGfmEGGWsupixE0q1fMJE1L/xIkp2r4+2pkweJ/oGH8pgTa17Tlh3dzfpG/E6Ghga+1yZceD0cVZbxUHLqeYYg/QouzrcL4BcoYv48V5+6piU8xtDhfC9VQ2svimX2BArgRmsH4P6JpX8eBHz70yBn/AzUNKtiaxu+kokxhSw5dMbwJcfuBGmc7pfHhb4y/nA3n7qQTn2LaM+3rVdE0KG/D636m6QsUv7mXn+B0xi8Lo319Z37oXzRn/KHpNKhsb5r/zhaUKWLNoQtJhvjD0nG2Vxp/gDLGX96ecwGpxCdrsbJUsPrL0vRuZdrF09JCQYa6YH8NKGwcSTm5htTT602WZw6lYeFZGptKTcgIOG78ERYg/eoBdKkJ2FQ2NORaV2qCLi2J9KsHjGl0SdFk3PrLmAYg+fBS0q8fMjmWJvwmShtHlI6m1y7f51CoAlatJ6G5tJH0rTnfMFR4lEV757Dxj0dDIFHoogJQlW0CgNKjLPrUOOOXJ+M53DuOqnhtsHFC6VYGhdIC7a19OdIolCpUZRoXKH6zL//mHr8Z3z9fhfoL5l2HLe2duLt7JYF7/jBZHn/vBgCO3mUoUrcFEReOGhtRAMJO7UWdnEDR+q0AKFK3OeqUJMJO7TWmSY+LIuL8YbzrtTaco6UVCqUSdXKCMY1eq0WdHI+1k9sTx57JnJ9hYN512NzjV9o6kXjsD5JOrDVZrg4zlH8LrzLYVW5G2o2/jI0oACmX9qNLTcCuaksA7Ko0Q5eWRMql/cY0usQoUq8fxa6a4QeE9LtnCf62CSmXs9LoNRmAHoVlwc/D7L8DmPkz2NrBiQvbVnJxh+k9NOquoQy5FvfBp0Fz7p09amxEAbj9117SkhLwbdjauKzV59NwL1mWZf1a8ODGhRzHetz6gjLnOgzm/Qx+FeI39/Ij8b/g+utZHlXTieiubkbz52c517v5oA88Ylr+U6LRx9xGWfoNQxp3H/RpccZGlEy6oBMoi9YC6396uaisIT3J9ABpcWBT8F6VN+4lMH7+Zdq/UYwfhlfPsf5OSBINqnsaG1EAPFysKePtwKG/IwC4HZyEs4OlsRElU90q7py7EUt8kjpfxypQ/Gb+DM7uP9WQolar2bBhAx07djT2eMhuxIgRLFy4EBsbG1asWEHHjh0pU6ZMjnQVK1akffv2rFixAp0uq0t/v379KFGiBF988UWuQ3xlUiqVnDhxgrS0NJPlX331FbNmzcr3+fz5559ERETwxRdf5Lq+Y8eO7N6929hA8SjW1obxCC0sDC1zW7ZsITExkREjRuRIq1Ao+OKLL4iKimLHjh0A1KtXz6Qh5dy5c2g0Gtq3b0+pUqVMeqWcOXOGevXqPZOx6R4nMTGR4cOHU6RIESZNmmSyrkSJEgwePJiFCxdy+fLlPPbw7BXxsmPPorcZ079Wri2hLk7WhEaYdl1Ua3SERaYQ9MBwM3Z1tiY5VU18YoZJuvthhrFvg8OTCApLQq3RUcrbtMtiiSKOANwNTqAgirio2DPKgzHtHLGxzHkNXeyUhMaZln+1Vk9YnI6gGMNyV3sFyel645clY/zRhvXBsYb/Xg/TYKGEPotiqfFVOHXHRzBuQwJJ6Q8NmPwk8btasOebYozp5JZ7/PYqQmNMuy6qtXrCYjUERRmWuzqoSE7T5XjQ3/9nfXB01vbr/krkSlA6X3d9NuNJmn35cbNkz/dlGfN+YWyscz6CXBwtCI027eap1ugJi1ETFGmI15j/yQ/lf4RhfXBkBiqlAr/iNng6W6DX64mK17BgRxTHrybzfpOC/QGjT00gfu1oMm6fNFluW72NIc6w61gU9kUT/tAbVnod2uj7WBQqC4BFYV+0UfdAb1qONZF3jGnUQReJWzUSfUqc6bGqtUWbEIkuKYqC0MeHkDa3Mep9E0GdmnN9SiwKZ2/ThUoLlE5FUbqU+CdNDFjZw8PdoV1LGv7rUgJ9quGHaIVzsdzTuJYoUPxmX/7NPX4zvn++CvUXzLsOq5Pi+XvGSCIv/WWyvHijtwGIu3sVp1LlSQi6ZbJer9ORFBqIUwlfAJxLlicp9C56nek1SAy+jeM/adTJCdzZuZzyXYfhUfl1LB2cKf/+CFzKVObu7tyHuMkPc36GgXnXYXOPX5cST/TKUaTdMh1K2r5WO0OcIdewLOpHxoOHXsjT61BH3sOySDkArIr6oY4MzHEPUkfcwaqwofzrM1JIv30KtBpQqrAs5IPXgIWAgsQjKwp8Dmb/HcDMn8FpifHsmvqJsVdJpgpNDPfQyNtX8SxTnuh7Oe+hcSGBuJfyNS47MOsb5nasyb2/c47kkJ/1BWXOdRjM+xn8KsRv7uVH4n/B9TchFPVvTdEengyatJwJUmNROD30kozSAoVjUXAubkyDpX1Wg8k/FM4l/vmvIZ3u/FIUpRqiLN8erBxQlGyIsmIHdNc2Fzj+Ih627JnzBmN6V8TGOmcPHRdHK0IjTeu1WqMjLCqVoHDDs83V0YrkVI2xwSTT/QeG9cH/pHvcsQoUv5k/g7P7TzWkBAUFERcXR82aNXNdX6hQIapWrUpgYOAj04Gh4SAiIoKgoCDjMisrK6ZMmcK1a9dYuHBhntsOHDiQgwcP0qBBA4YNG8ayZcu4ceMG7u7uFCtWLM/tHnbq1ClKlSqFt7d3ruutrKzyXJddUFAQP/74I0WLFuW1114DDA0hpUuXxs0t97f2ihQpQsmSJfn7778BQ34EBgYSE2N4aB49epTatWtjY2ODv7+/sSFFp9Nx9uxZGjRokO/zfBpjxowhMjKSWbNm4eDgkGP9wIEDjfO4ZGRk5LKHZ8/F0ZrCHnZ5ru/UvAx7/wpi4bqrxMSnERqRzFe/nCAxOYPUNMOD5e03S6NQKBg+5Qi37sWRkJTBtoN32bT3DgCpaRoSUww3Rwc70+HR7O0MN62kAo5z6GKnfGTXyk6v2bL3cjoL/5dMTJKO0FgtX61PIDFNR2qG4S3Kt2vYolDA8N/jufVAQ0Kqjm3nUtn0t+HGn5qhR6/XcyNMw70oLU0rWrOgjysDm9iz40IaA5fEodMV7I1MF3sVhV3z7srXqZ4Dey+ksHBvPDGJWkJjNHy1MorE1Gzxv2aPQgnDF0VyKyyDhBQt204nsemE4Qafmm5IFxKjYerGGMZ1dcfV4dk8gMy+/DioKOyW95B9nfxd2Pt3Igt3RBGToCE0Ws1Xv4WSmKIj9Z8vz2/XczHEPyeIWyFphvw/Hs+mo3GG+DNMv2TvOJmA/4ib/LQ+gkZVHXj7GU3UC2BZqhaOLUeQemEXmtBrKG2d0GWbEDaTLi0JhY3h4f2oNMp/0uTGvslArP0akrT754JPVp0Wjz7xQZ6rtRfWYlG+NRb1BoGdGwqnoli1/QFsHMHKUO40lzeDXod1x3koPMqBtROqSu9gUbULAApLW/Qxd9HeP4Vlo5Go/FqCtSOKQpWwavsDek0aCsu8y/CjmH35N/f4zfz++TCzq79g9nX4Ye4V61Cxx+cEH9lG/J0rWNk7o0nO+QVHnZKIpb3hC5Glg7NJT5NMmmxpAM7P+4rUmAhaLjhC1z1R1Br2IxcWfMP9A+tzbJtf5v4MM/c6bO7xP8y6TG1c2n5C8rkdZIRcRWnrZDKpfCZdWiJK22z3oNSc5V+flmRMk51HzxmU+OECjvW6Erd9OhlBOeeHzC+z/w5g5s/g3HhXeQ3/vqO4fnA7EQFXsHZwznVS+fTkRKwdsspHRMCjy8Hj1heU2ddhc38Gm3n85l5+JP4XXH/T4yEp7/Kvu7IeZblWKGsPAFs3cCyCqvkUQ/n9p8xqr20BvR6Lt2ajcC8H1o4oy7+NslInw04sbQ37ur4d3bXNWLSejtWQ81h2/A196Fm0h74rcPgujlYU9rDNc32npsXZe+IBCzfeJiY+ndDIVL6ac5HEFA2paYaGq7cbexueYT/+za37iSQkq9l2KIRNBwy/a6ema/N1rILF/+o8g/9Tc6RkDnH1uB4amelcXfN+4ytzXUxMDCVLljQur1q1Kv369WP27Nk0adIEX1/fHNv26tWLMmXKsHr1ao4ePcqePXsAqFKlClOnTqVs2bL5Op/o6OgcMZ47d44+ffqYLJswYQJvv/228f9r1Khh/KxWq7G0tMTf358pU6ZgZ2dnzIPHDavl6upKbGwsADVr1sTGxoZz587RtGlTjhw5Qrt2hjes/P39WbNmDSkpKdy/f5+EhATq16+fr3PMbtu2bezevTvH8oyMjFwbvX777Tf27t3Ljz/+SLly5XLdp4WFBVOmTKFTp07MmTOHkSOf/WR6T2roB1XQavXM/P0i05eex9JCSZeWPjR9vRgB9w1ls2wJZ379pjHjZp2i3Uc7AahU1o1h3asyaf7f2FhbkKHOu1cUgPI5dQga2swerU7PzD1JTN+VhKUKutSxpWlFawIiDDGVLWTBr71cGLcxgXYzDF3PK3lbMKy5A5O2JmJjqUCvh7kfuuBmr6RcYcOt6rUyVng6Khn1RwJHb2bQqLz1s4+/jYsh/u2xTN8Sa4i/viNNq9oREGa4KZctYsWvAwsxbnUU7SYZuhlWKm7FsLYuTFofg42VAr1ez5e/R9G4oi0ta9g/8zjzjN/cy887nob83xTB9PURhvxv7ErTGo4EhBomoCvrbc2vw4szbmkY7b4yPDQrlbJhWAcvJq18gI2V6TsCVcvYsmJ0SW4EpTNzUwT9frrPii9KPnWvOCufurh/9Aea6HvELR9iWKh4xPsJmW+P5ifNQ+zf6I9z58mknNlI0v7nNxyh+vAMw9urjT/FqskY9NoMNOf+QHtzL0oPw31UH3WL9LV9sWozBduBhi772rCLqA//hFXLCej/ecMtfeNgrFpPxrrzAsN2qfFkHJiMZaORxjTPmtmXf3OP34zun69i/QXzqsOeVerT+MfNJIfe5fikfoaFyrzzN7MHiuIRafgnjbWrJ60W/YVOq+bYhA9JjQyhyOstqdLnKzRpKVz/4+enjj835vQMyzV+M6rD5h6/TbnXKTxyHZrIe0QsHAzkr2znp45kl3hoKUkn1mFXtQWuHb4ECytiN058qtjzYvbfAczsGVy8ej0+mLOZ2JBANn9tuIc+qgzlVj5eNuZUh3NjTs/gVzF+cy8/Ev+LjV97fCYoLVDVH4FFw8/RazPQXVqL7vY+FO7//EYbE4BmywAsmn2HZc9dAOjCL6E9/jMWb35j7Oll8fY8FN610Byeiv7BRRQefqjqDcOi7Sw02wY/l/iHvlvO8Az74wbTf7+OpYWCLs1K0PS1QgQEGxqqyhZ35NextRn36yXajTgMQCUfZ4a958ukxVefWe+TAsVvRs/g/1RDSmbviri4uEemy2ycSEzM+TZHpszGltx6bAwdOpQDBw4wevRo1q5dm2M9QKNGjWjUqBFqtZpLly5x8OBBVq5cSb9+/dizZ0++Jj93cXEhNDTUZFnFihXZvHmz8f9btGiBRmPa4pa5Pjo6mp9//pno6GhGjBhh0hvG1dWVmzdvPvL4CQkJxm2srKyoWbMmZ8+epXr16ly7do2pU6cCUKdOHQDOnj3L3bt3KVeuHIUKFXrs+T2sSZMmfPZZzrEMp02bluOanjt3junTp9OtWzeTRqTc+Pn5MWTIEGbPnk2zZs2eOK5nzUKl5NPe1Rn6QRWCHiTh5WaLk4MV3T/fi7Nj1pcG/5pF2L/kbULCkwEoVtiBDXsMQ5K4OFqRmm647smppt32kv5poXW0f3wZK1j8Cj5t7cjQZg4ExWjxclLiZKuk+7wYnG2z7lr+vtbs/8KDkFjDH/XF3FRsOG148LjYKVEqFdT1yRlj43++OF0P0zyXL1EWKgWftndjaBsXgqI0eDmrcLJT0X1GGM72WV9O/CvYsn9CMUL+6X5azMOSDccTjfGvPJzIjdAMto4tikZreLMi8yVkjVaPUgHK5/Br5itRfroUYug7ngRFqPFytTDk/5RAnLO9jeJf2YH9P5YlJMoQTzFPKzYcNjTsutib/gFQwsuKEl5WvOZnj4OtktGLQjlzM4XX/Ar+h5ltrQ64fjgHTcRtomZ2RpdsOLYuNQGlTc7eb0obR9Rxhvu1PjUBlZNXrmlyvGWqUODU8Vscmw8l5dQ6Ypc+nz+8jPRa1Ae/R334ZxSuJdAnhkN6AtY91qJPjTMm0909Qtocf2P3ZX18EKpqXQ0rU/+Zlys5ioz1A8iwdkLhWAh97D3QabFqPdkwRuxzYP7l39zjN4/75ytbf8Fs6nDJpl14/avFJN6/xYFP2pKRYOjRrE6Kx8Iu51v1lvZOpEaGAJCRFI+Ta86/Iy3snchI/ueLVrs+2BcuwdauFUgMNgyVFH72EAoUVB/0HXd2Ljce81kyl2fYI+M3gzps7vHb1+mEV/95qB8EEDbtHeO8TLqUBBS53YNsnVDHhhnTWOZyD1Lkdg/CMF8KQNr1I6gc3XFpPZzYLVMMw349Y+b/HcB8nsGVWnahw3eLiL53ixWD3iI13lCG0hPjsbbLWYasHZxIjAjNsfxlYy51OE9m8gx+VeM39/Ij8b/4+qs9+iPa47+AcwlIDof0RCy6rIK0rHmn9fePol7yBjj98/tpQjDKSp0N69LiURSpgbJ0YzR7x6K7bPg9WB9yCn38fSw7LEZR+k30dw8+8/AtVEo+7VGeoe+WIyg8BS83G5zsLen+1XGcHbJ6Z/hX92T/vDcJiTA8d4sVsmPDfkOPFBeHvHtdP2/m9Az+Tw3tVbx4cTw8PEzm8sju9u3b9OnTB41Gg6enJ6dPn85zX6dOncLT0zPXobgyh/i6ceMGCxYsMFl3/fp1xo0bR3q64a00S0tLatasyaeffspPP/1EWFgYN27cyNf51KpVi8DAQCIiIozLrK2tKVmypPFfbjLX1axZk/nz56NQKOjbt6+xd0nmvu/cuWMcquthkZGR3L1716QnSL169Th//jzHjh3D09MTPz8/AOzt7alRowanT5/mzJkzBR7Wy97e3uTcMv/Z25t+kYyJiWHEiBGUL1+eMWPG5Gvf/fv3N6b/t4b4ysvJi+Ec+TsUaysVZUs44+RghUar42ZgHJV8DI18oRHJrN99G7VGR7HCDhQrbPiD+crtGJwdrfAuZE+JIo6olArjeIGZ7oca/r9McdMxA59Z/LczOHIjHWtLBWULWeBkq0Sj1XPzgYZK3oYbc2islvWnUlFrDV+eirkZfjS4EqLG2U6Bt6uS8AQta0+mEBpr2qKc9s8kq272z+f2dfJmKkeupmJtqaRsESuc7FSG+EPVVCpuuIGHxmhY/1eiIX4PS4p5GM7rSlAGznZKvN0t2H0umdgkHQ3HBlN5+D0qD7/HllPJhMZoqTz8HnN2xT2f+M29/FxP5silJEP+e1tn5X9wGpVKGiaZC41Ws/5wrCH/Pa0o5ml4GF65l4azvQpvD0tiEjRsPhZHdILpDwUV/9lHRFzBf0BwaD4U176LyLhzmshpbdElhBvXacIDsPB8aG4thRKVRwk0DwyN0+rwAFTuJeCht4ktvMoY0wCgssSt/1Icmw8lce8sYpcMAN2j37B4WsoSr6Ms0wi06eijbkF6AihUKD3Lo3tgmEtK4VQUVbV3QWmJPj4IfbzhDy9l4croU2KN/6+q2A6FV3lITzDsS5uBsnBFFEqVcV/PmtmXf3OP3wzun69y/QXzqMMV3h9Jgwm/E3X5BHs/epO06KxhFhLu38SxmI9JeoVSiUORUsTfuw5A4v2bOBQtleMaOHr7kBBoSGNfuCSpMeHGRpRMEeePoLKyxrFY/np/PylzeIY9Mn4zqMPmHr9z648pNPg30gNOETq5Jdr4rHtQxoObWHrlvAdZepQkI9Tw/VD94BaWniVzlH/LQmVQ/5PGsmh5HBt2z3Hs9HsXUFrZoHLIfejmp2X23wHM5Blc/8ORdP5hBUEXTrCkVxOSorLuoVGBN3ErkfMe6updisg715/quP8Gc6jDj2IOz+BXOX5zLz8S/4uNX1GsLoqSDUGbATEBkJ4IChUKDz/0Ef8Md+hYBGWlLqC0hIRgwz9A4VUJfWosJASjcDJMr6AL/dtk//oQw+/LCvfcR8t5WicvR3PkXKThGVbcESd7S8Mz7F4ClcoYRmUKjUxl/b77qDV6ihWyo1ghw4hEV+7E4+xgibfXsx3O64niN5NnMPzHGlKUSiWdO3dm48aNhIWF5Vi/aNEiLl26hLe3N7169WL9+vXcvn07R7pbt26xefNmunfvjkqVe9enKlWq0K9fP+bOnWsyjwrAmjVr2L9/f45tHB0dUSgUuLvnbzKlt956C3d3d3744Qf0uYy3nds5PszW1pZp06YRFRXFt99+a1zerl07XF1dmTZtWq7bTZs2DVdXV9566y3jsnr16nH16lVOnDiRo7HE39+fq1ev8vfffxdoWK/80uv1jBo1irS0NGbOnJmvnj1gGOJr6tSpBAYGsnjx4ucWX37sPnafcbNOodZkdb/esOcOCclqmtYzNNxFx6fx1cyTnLyY9eUrMiaVHYfu0aRuMRQKBdZWKmpX9mLPX0Em5WPPsSAc7S2p6vtsJu3KEf+lNMZtSECtzTrmhjOpJKTqaVrJ8ACNTtbx1YYETt7OarSKTNSy40IaTSpYo1Ao0Gph3MZE1pw07fq760IaKiXUKv18Wst3n09h3Ooo0/iPJ5GQqqNpVcODJjpRy1erojl5M2uSssgEDTvOJNOkih0KhYIJ73uwblQRk39vVLbF00nFulFF6Nog77H0nyp+cy8/pxMYtzQUtSZb/h+JIyFFR9MahjyLTtDw1W9hnLyWnBV/vIYdJxNoUsMBhUJBmlrP6EWhrD8cZ7L/Y1cM2/gVsylQfHYNe+HcaSKpf28malZn9Gmmb3+mXz2AVbn6KB2y8se6YhOUNo6kXz34T5qDKG2dsK7Y1JhG6eCOVdl6pF3NejvF9cO52FR/i7i1Y0jYMK5A8T4pVYU2WLWZCsqsDquq6l1R2DqjvWkYhlJh7471Wz+gLFUva0N7Tywqvo321l7jIssGw7Cs/5HJ/i3q9EOfFo/2nulku8+K2Zd/c4//Jb9/vur1F17+Oly2fX9qDvuBewfWcXBk2xxznYSd2otX9UZYu3gYlxWp0xxLe0fCTu4zprG0d6Jo3RbGNNYuHnhVb0jYKUP8CfduYOPiaZx8PpNn1frotFqSH9wrUPyP87I/wx4b/0teh809fqc3+uDx3mSSTm0kdNo7OXqQpF4+gG15f5SOWeXfrkpTlLaOpFw2fHdMubwfpa0TdlWyetErHT2w9WtgTGNdugZe/eZh7VPHZP92lZugiXuANiGyQPE/jtl/BzCDZ3DtLv1o+dn3XNm9nt8HvUV6kmkZun18HyVrN8LONasM+dRvjrW9I7f/2vvw7l46L3sdfpyX/Rn8qsdv7uVH4n+x8SvLtcKi2SST8q+s3BmFjTO6AEPZVti5Y9FiCorir2dtaOeB0u8tdHcMz2B9jGHYVqV3bZP9K4rWMqyPN/19+FnZfTyMcb9eNH2G7Q8mIVlD07qGntzR8el8NfcSJy9HG9NExqax40goTV4r9FyGjc0vc3gGZ/pPDe0FMGjQII4cOUK3bt0YPnw4NWvWJC4ujtWrV7N582ZmzJiBnZ0dffr04dKlS3zwwQcMGzYMf39/wDCJ+syZM3n99dfp37//I481ZMgQDhw4YDJEVvny5Xn77bf58ssvCQkJ4c0338TCwoLr168zY8YMOnToQNGiRfN1Lk5OTsyYMYOhQ4fSu3dvevbsSbly5UhOTubAgQP89ttvuLu75zk/SPaY+vXrx6+//kq7du1o0qQJjo6O/PzzzwwePJiEhAR69eqFt7c3ISEh/Pbbbxw/fpw5c+bg5JTVmlepUiUsLS3ZtWsXEyeajr3r7+/PvHnzUKvVxqG+nof58+dz7Ngxvv/+eywtLYmMNP2ioFKpch2ODaBcuXIMGzaMn3766bnFlx/vtS7Huj9vM2bGcTo19+H63Vh+WnqBNo1KUKeK4QZYuawbNSt6MmHOaUb1rYGFUsnPKy5goVIy7IMqxn0Nfq8Svb88wIgpR+nUwodz1yJZvPEan/aqjq3N86n+771ux7pTqYxZm0Cn12y4Hqrhpz+TaFPVmjplDA1blb0tqFnKkgmbExnVRo+FEn7enYSFUsGw5oZW5aKuKjrWtmHJ4WRsLKF6SUv+vqtm/sFkPqhnR2nP5xS/vyPr/kpkzIooOtVz4HpwBj9tjaVNTTvqlDP8cFG5hBU1y1gzYU00o95xxUKl4OdtsVioYFhbFwDKFMr5Jc/FXomlBVQp+eyHIzDGb+7l501X1h2OY8ziEDo1dOF6UDo/rQunTR0n6pQ39D6rXMqGmuVsmbAijFFdC2GhVPDzxghD/r9jGO6iqLslnRq6MHdrJBYqw1u8Z26msHBHNJ0bulDW+8mvgdLJC+cuk9BE3SP5fwuxLFHNZL028i7Jh5dg/+YA3IdvInHH9yjt3XDuOIG0y3vJuHMKgIyAv0i/cQS3PguI3/gNuuQYnN4ajT41nuTDhoZcm2qtsavTmdQLO8m4ewbL0qZ/iKmDLoLm2fee05z9HYvq72HVbjqaC2tRelXAsskXaK5sRXf/JAC6sEtog05j1WoS6v2TQa/BsvEo0GkMYytnxnjmN6xaT8Yi8ia64L9RVWyHReV3yNg11vCGz3Ng9uXf3ON/ie+f/4X6Cy93HbZxK0St4dNICr3LzfW/4upnOr9dUshtbm2aj1/nITT5+U8uLZmItbM7NYZMIeSvXURdPg5AxPmjPPj7f9Qfv5xzc8aQHh9N1b7jUCfFcWvTfAACti3Bt/Ng3py+jUuLJ5ISGUyR15pRodsn3Nwwl7SY8BzxPQsv8zMsX/G/xHXY3ONXOXvh3m0q6shAEvbNx7pUdZP16oi7xB9YhHOzQRQdtZXYLVNQOrjh3nUiyRd2kx5gqL9pN46Reu0wXgMXE732a3RJMbi+MxZdSjwJBxYBkHx6M+mtR1Bo8G/EbPwWbUIUjvXfxb5GW8Ln98saI+UZM/vvAC/5M9jBvRAtR00jNvgup1bPpUjFGibrY4LucHrNfOq+/xE9F+zif79+h52LG80/mcLNI7sIuvB8frx+ll7mOpwfL/Mz+L8Qv7mXH4n/xcavu7gKZeV3UbX4Ht2V9Sg8K6Dy/wztje3oQwzfA/Thl9GFnMGi6QQ0h78HnRZVg09ApzUMCQboI6+iu/UnqkZjwdoZ/YMLKNzLoXr9Y3Thl9AH7Hku8b/XoiTr9gYxZtYFOjUtzvXABH76/TptGhShTiVD40FlH2dqlndlwoJLjOpZwZD/K29goVIw7L2c83v/m172Z3B2/7mGFFtbW37//XeWLFnCwoULCQ0NxcbGhooVK7JixQpq1zZ82VUqlfzyyy9s3ryZNWvWMGPGDPR6PeXKleOzzz6jc+fOj22ts7KyYurUqXTt2tVk+ZQpU6hcuTJbtmzh119/Ra1WU7JkSbp06cKHH374ROfz2muvsXXrVpYuXcqPP/5IaGgoKpWKsmXLMmDAAN59912Txo68fPTRR+zevZsJEyZQp04dHBwcqF27Nhs3bmTRokV8/vnnREZG4uHhgb+/P5s2bcoxdJhSqaROnTrs27cvR6+TihUrYmNjQ5UqVbC1fX7dxY4dO4Zer+fzzz/Pdb23tzcHDhzIc/t+/fqxd+9eLl269LxCfCzfUi7MG9+Yn5ZeYPC3h/BwsWHgu5UY2LWSMY1CoWDmWH+mLDzLN7NPo9frqVu1EDO/rEZRr6yhzl6vVpiZYxsya+Ulhkw8TCF3W0b1qUGfjhWeX/yFLZjXy4Wf/kxi8NI4PBxVDHzTnoFNsuJSKBTM7O7MlO1JfLMxAT1Qt4wVM3s4UNQ1q5fX+A5OFHdTseVsGr8eSKaws4qPWzjQt5Hd84u/qBXzBhbip62xDJ4XgYeTioEtXRjY0tk0/n5eTNkQwzd/RKPXQ11fG2b286Ko24u9rZp9+Slmw7wRxflpfQSDfwnCw9mCgW95MvCtrDfrFAoFM4cUZ8rqB3yzLMyQ/xXsmDm0GEXds/7w+qZnEYp7WrL2UByh0WqKuFnwcQdP+rQq2FsINpWbo7SyQ+lREs9Ru3Ksj132ESnHVxM1422cu0zGtc8C9GlJpP69hfgNX5ukjZ7fA+fOk3Du+C0olWTcPknMwt7oUwzjr9rWMMztZFutDbbV2uQ41oMvq6KNfvZvs+gjb5K+tg+Wb36BddfF6JMiUR+bjebYHJN06RsGYdVsHFZtJgMKtPeOo94wEH1C1vjb2nOrUVvYYFG7F4r6Q9DH3CF90zC0V7c+87gzmX35N/f4X+L753+h/sLLXYeL1muNhY0dDkVL02Le/3KsP/5dX+7sXM6+Yc2pNXw6DcYvR52SyP0DGzg72/TvuiNju1Dz42nUGDIVhVJJ5MW/OPL1+2QkxgGgSUlkz6A3qDF4MjWH/YCFjR0JQQGcmjaM21ufX8/jl/kZlq/4X+I6nB8vc/x2VVuitLZD6VkK769y9gyIWDiQxKMrCZ3aBvcPvsdr4GJ0aUkknd5M9B9jTdI+mNkN925TcH/3O1AoSbt1gvA5PdGlxAGgz0gl7Id2uHUeh3vXiSjt3cgIvkzYz11JObfzuZ2j2X8HeMmfweUatsLK1g6rYqXpu/x/OdZv+qov57esYGnfFrT6Yhqdpi4jIyWRq3s2sHvaFwU+7r/pZa7D+fEyP4P/C/Gbe/mR+F9w/Y2+hWZLf1T+n2HRfgGkRKI99Su6U7+apNNsH4Kq8ZdYNJsIKNAHn0S97SNIzBoRSLNzJKq6H6Gq+j7UGwGJoeiurkd7Yjbon89Qv74lHZk3tjY/rbzB4Mmn8XC1ZmCnsgzslDWcrUKhYObntZjy21W+mXfJkP+V3Zn5hR9FPV/csF7w8j+Ds1PocxsTSgjx1PQBE150CE9MUfYb42f95kYvMJKCU7xz2PhZv7flC4ykYBTNdxs/m30Z+qvDC4ykYBT1Nxk/hwxyfYGRFIz3vKy5rlIm5T5P1svM7sus4XbMvvybe/xmfv+U+vtiZK/DK+u/uAkrC+qDv7ImpjT3Z5i512Fzj//2hzkn/H7Z+SxLMn42x+8BJt8BzPwZ/E2Vp58M99824VJWT0tzr7+vwjPYHM/B5HuAmZchif/flz3+jBnPZy6858lqZNa8fvorn7zASApGUSlrZB9zfwY/zn9qjhQhhBBCCCGEEEIIIYQQQogn8Z8b2sscnDt3jj59+jwyTcuWLZk6deq/FJEQQgghhBBCCCGEEEII8d8kDSkvoYoVK7J58+ZHprG3t3/keiGEEEIIIYQQQgghhBBCPD1pSHkJWVtb55jIXQghhBBCCCGEEEIIIYQQ/z6ZI0UIIYQQQgghhBBCCCGEECIP0pAihBBCCCGEEEIIIYQQQgiRB2lIEUIIIYQQQgghhBBCCCGEyIM0pAghhBBCCCGEEEIIIYQQQuRBGlKEEEIIIYQQQgghhBBCCCHyIA0pQgghhBBCCCGEEEIIIYQQeZCGFCGEEEIIIYQQQgghhBBCiDxIQ4oQQgghhBBCCCGEEEIIIUQepCFFCCGEEEIIIYQQQgghhBAiDwq9Xq9/0UEIIYQQQgghhBBCCCGEEEK8jKRHihBCCCGEEEIIIYQQQgghRB6kIUUIIYQQQgghhBBCCCGEECIPFi86ACFeVfFji77oEJ6Y8+RQ4+eQQa4vMJKC854Xa/ws1+Df9yrlv7nHb+7lx9zjN/fy83c71QuMpGBqbdMaP5t7/ptj/GD+5yDxv1gS/4v1Kv0NYe75L/H/+7LHf/tDhxcYScH5LEsyfpY6/O+Te+iL9SrdgyT+f1/2+B9HeqQIIYQQQgghhBBCCCGEEELkQRpShBBCCCGEEEIIIYQQQggh8iANKUIIIYQQQgghhBBCCCGEEHmQhhQhhBBCCCGEEEIIIYQQQog8SEOKEEIIIYQQQgghhBBCCCFEHqQhRQghhBBCCCGEEEIIIYQQIg/SkCKEEEIIIYQQQgghhBBCCJEHaUgRQgghhBBCCCGEEEIIIYTIgzSkCCGEEEIIIYQQQgghhBBC5MHiRQcA0KNHD06dOpXn+uPHj9OhQwdKlCjBsmXLUCqz2n9CQ0Pp0KEDnTt3ZtSoUcbl+/fvZ+XKlVy5coWMjAxKly7Ne++9R5cuXVAoFADMmjWL2bNn53ncX375hVatWgFw584dZs2axYkTJ0hMTMTLy4vGjRszZMgQPDw8jNuEh4czc+ZMDh8+TGxsLC4uLtSvX5+hQ4dSokSJfOfJrFmz2LRpEwcOHABg9OjRbNu2jbVr11KpUiWTtBs3bmTMmDHcuHHjsedVqVIlNm7cmGObRwkMDKRly5ZUqFCBzZs3G5c/7rp5e3tz4MCBHOeS6ejRo/z2229cunSJ9PR0vL29ad26Nb1798bBwcHkONeuXWP79u0ULlz4kfnk5+eXr3hmz57Nr7/+SpMmTUzSnDx5kp49e7J//36KFSv22Lx5YgoFVq91x6ruhyjdSqJPjkJ9dTdp+6dBehIASrdS2LSdgEWpOuh1WtSXt5H25yTjegCs7LBp9RWWldqgsLJHE3iCtB3j0UXdNjmcVf2+WNXrg9KpMLqIANL2fo/mpul1eNL47fx74dC4LyqPkugSo0i7uJOEbVPRpyUCoPIsjXOXyViXrYdepyH17y0kbBpvXA+gsLbHqcN4bGu0Q2FtT0bAceLXjUUTHpCVxsYRx7ajsK3+FkonL7RR90g+vITkw0tAr3+qc5Br8AKvwSuQ/+Yev7mXH3OP39zLj0fLAXi2GYR14TJo4iOIO7mV0JXj0aUa8te6iA/F+v2EQ0V/0GmIPbqe4KWjjesBlDb2ePeaimv9jihtHEi6coSgRZ+QHnLTmMaxWlN8v9uTI4S40zu4/e3bBY7frPP/VTgHiV/il/jNOn55BiPl578a/z/n4PRGH5ya9sfSsxTahEiSz+0gZuMkYxm38CqDR7ep2PjWB52WpNObiF7zdY464N51Iva126O0sSf1xjGiV41G/eCWMY3SzgW3LuOxr9EWpa0jabfPELNuHOl3zz5V/FKHkXvofzj/JX6J/1l4aXqktG7dmqNHj+b6z9XVlalTp3L69GkWL15s3EatVjNixAhKly7NyJEjjcu///57PvnkE+rUqcOyZcvYtGkTnTp1YvLkyYwfP97kuIULF87zuJk/skdFRdGtWzdsbGxYtGgRf/75JxMmTODMmTP06NGDjIwMADIyMujZsydRUVHMnDmT3bt3M2PGDMLCwnj//feJiYl5qjzSaDSMHj3aeLxHyeu8sudffm3cuJHSpUtz7do1Lly4YFw+a9Ys437XrVuXY9n69evz3Oevv/7KwIED8fPzY9myZWzfvp2hQ4eyY8cOOnfuTHh4uEn6xMREvvrqq8fGmts5z5o1C5VKRfPmzU3Sjhs3jvj4+CfJiqdm3XAINu0mob6xn+Tf+5B+ZB6WNTtj122RIYGNE/b91qFw8CBl/QjSdk/Gqmp77N6fb7Ifu3fnYln5LdJ2TyZl/cconQpj328d2Dgb01g1GIBN629Qn11Hysp+6GLvYddjKaqSdQocv0OL4bi89wNpl/cQM687SftmY1f3PdwGLgNAYeuEx8itqJw8iV02mITN32JXuyNu/ZeY7Me1z0Jsa7YnYfMEYpcORuVSBI+RW1HYZcXv1m8JdvW6kbRvLjFzu5F28U+c3/0ex9afFjh+kGuQ6UVdA3PPf3OP39zLj7nHb+7lp1CnUZQYNJP4Mzu5Pakj4Zum4/5mD3zGGJ73KntnfCftw9LFi8CfexOy7EtcG71LmS/WmOyn9GcrcW3QmZBlYwmc0QtL96L4TtqPyt4l6xzLVEObHM/1z+qb/Ate/FmB4zf3/H8VzkHil/glfvONX57BBlJ+/pvxA7i0GYlHj+mkXPiTB7+8R9yumTg2eJ/Cw1YCoLRzpujoHaicvYhYOJDodd/gULcThYcsN9lPocFLcKjTgZh144hYMAAL16IUHb0TpZ2LIYFCQeERa7Cv0YbodeN4MOsD0KopOnonloV8Chy/1GEDuYcWjLnnv8Qv8T/tMyDTS9EjBcDGxgZPT88819erV48+ffrwyy+/0KBBAypWrMj06dMJDAxk8+bNWFgYTuXQoUMsWbKEOXPm0KxZM+P2pUqVwt7eni+++IJ33nmHGjVqAKBSqR55XIA///wTjUbD5MmTjb1ZihUrRtGiRWnTpg1HjhyhadOmHDt2jMDAQNauXYuzs+Eient7M2fOHBo0aMD27dvp2bNngfOocOHC3L17l7lz5zJixIhHps3PeeWHVqtl8+bNdO/enc2bN/PHH39QrVo1AFxcXIzp0tPTAXB2dn7scU+ePMnPP//M9OnTeeutt4zLixcvTsOGDenUqRNjx441afQpXrw4R44cYd26dXTp0iXPfT987LCwML755huqVq3KZ59l/fji7OxMRkYG3333HT/++OPjM+JZUCiwbvwRGad/J33PFAC0t4+gT4nF7v15qLyrYlG2EQo7V1Jmt0SfYmh40yeEYd9rJaoSr6G9fxpV8VpYVmhB8tIP0Nw8CEBy4EkcPzuJ9esfkv6/mWBhg02TEWQcnU/6wZ8B0Nw8iP2grVg3+YSU394rUPyOLYaTfGQpCZu/BSD9+iF0STG49V+CZYnqWFd4E6W9K5GTGqNLNsSvjQ3FY9g6rHzqknH7JFalX8O2WmuiZnUh/co+ADICjlPou/PYN+5H0q7pWBavik3lZkQv6EXa2S2GY904jMLOBYcWH5O4c5pcA3O8Bq9A/pt7/OZefsw9fnMvP4U7fU7knwsIXf4lAIkX9qNJiKHMF6uxK1sLp+rNUDm6c3VEbbQJ0Ya8jQ6m3Pgd2FeoT/K1v7D3ex2Xuu24Nb4tCX//CUDSlSNUXnQbz7aDebDWkDe2pauTEniR5BsnnzzWPOI36/x/Fc5B4pf4JX6zjl+ewVJ+/rPx/3MOLm1HknBwCTHrxgOQevV/aJNiKDxkGdalamBbuQkqBzeCx/mjSzL8HaSNDaHIp5uwKfc6abdOYO1TB/sabQmb3oGUi3sN+7n5FyWnXcapaX/itv2IjW8DbP0aEPZTJ1Iu7AYg7eZflJp9D8dGPYzHf9L4pQ7LPfS/nP8Sv8T/VM+AbF6aHin5MWLECMqVK8fnn3/OwYMHWbp0KZMnT6Zo0aLGNKtXr6Z8+fImjSiZ3nrrLZYuXfrI4Z9yo1AoSE5O5vTp0ybLfXx82LFjB6+//jqAccix//3vfybpnJyc2Lp1K+3bt3+i4z6sRIkSDB48mIULF3L58uWn2ld+HT16lPDwcBo0aECLFi3YtWsXCQkJT7XPFStW4Ovra9KIksnR0ZEhQ4Zw9OhRbt/O6ppVu3ZtOnXqxNSpUwkLC8vXcdRqtbGn0i+//IKlpaVxnYODA2PHjmXr1q3s37//qc4n36wdyTi3AfX5TSaLtZGGLphKt1JYlHsDTeBJ440DQHPrEPq0RCz8DD2kLHzfQJ+ejObWIWMafXIMmrvHsfBrCoCqeA0Uti6or+4yOZb6yi4sytQHC5snDl9h40jKyTWknjbtaZTZBdnCszQ2lZqQEXDc+OAHSL96AF1qAjaVDT2CrCs1QZeWRPrVrG51uqRoMm79ZUwDkHx4KenXs84RQBN+E6WNI0rHAjYSyjUwZMOLugZmnv/mHr+5lx9zj9/cy4/KzomYg78Tc2i1yfK04OuG0yvsg1PNFiRdOWpsRAFIOLcHbUoCzrVbA+BUswXa1CQSzmUN26VJiCLp8mGca7U2LrMrU43UO1m9YJ+amef/K3EOEr/EL/GbbfzyDJby85+OH1DaOpF47A+STqw13W+YYah0C68y2FVuRtqNv4yNKAApl/ajS03ArmpLAOyqNEOXlkTKpazfIHSJUaReP4pdtRYApN89S/C3TUi5nJVGr8kA9CgsCxa/1GG5h/6X81/il/if+ntYNmbVkGJlZcW0adMICgpi6NChdO/ePUeDyeXLl6lZs2au21tYWFCvXj3s7Oye6Lht27alSJEi9OjRg3feeYepU6eyb98+kpKSKFu2LPb29oCh10zlypX5/PPPadmyJRMmTGDHjh3ExsZSunRpYy+Vp5E5HNaYMWPyNcTX09qwYQMlSpSgUqVKtGnThtTUVJN5Ugri3Llz1KpVK8/19erVA+DsWdPxP8eOHYujo2O+hvgC+PHHH7lw4QI//fQThQoVyrH+nXfeoUmTJnzzzTfExcXl/wQKKi2BtO1fo71v2iBnWdEwD4824gZKr3Loou6YbqfXoYu9j8rT0I1X6VkOXcw90OtMkuliAlF6GNKovMoZlj20L130XRQqC5TuJZ84fH1qAvFrR5Nx2/TtYNvqbQBQh13HorAvmvDbD22oQxt9H4tCZQGwKOyLNipn/JrIO8Y06qCLxK0aiT4lzvRY1dqiTYhElxT1xPEDcg1e9DUw8/w39/jNvfyYe/zmXn60yfEELRhB8rW/TJa7vG54SST1/hVsilUgPfSm6YY6Henhd7HxNrzEYlO8AukP7oDONP60sABsihnSKCytsfH2w6pQKSr88jc1NqZSefEdCnX45InjzjqAeef/K3EOEr/EL/GbbfzyDJby85+OH9ClxBO9chRpt06YLLev1Q4Adcg1LIv6kfEgwHRDvQ515D0sixjisirqhzoyMMc5qCPuYFXY17BJRgrpt0+BVgNKFZaFfPAasBBQkHhkRYHilzos99D/cv5L/BL/U38Py+alaUjZtm0bNWrUyPEv+wTyAKVLl6ZcuXJoNBpjT5Ds4uLicHJyyvdxQ0NDcz1u9knIXVxc2LhxI4MGDSI9PZ3ffvuNIUOG0KBBA+bMmWNMZ2VlxcqVK/n000+xt7dn9erVfPLJJ/j7+/Ptt9+iVqsLkDOmLCwsmDJlCnfv3jU5dn7P60nExsZy4MAB2rQx3Nx9fX3x9fVlzZo1j9ny0eLj402GBXuYq6srQI45ZRwcHJg4cSJHjx5l7dq1uW1qtGfPHpYtW8bHH39sbJjJTeZ1mThxYv5P4BlSFauBdeMhqK/tQRd+A4W1I/r0xBzp9OnJYO0IGN5m0GefbMmYJgmFtYMhjbXTP8sSH0qT/M96x2cSv2WpWji2HEHqhV1oQq+htHVCl5Yzfl1aEgobwzEflUZpk3dc9k0GYu3XkKTdP/NUk80/RK6BaZp/+xqYe/6be/zmXn7MPX5zLz92vnUo3PkL4k5uI+3+FVT2zmhTcvZa1aUmorIzxKSyc0aXmnsapa0hjW3JyigsLLEpWo6wNZMJGN+W+JNb8e71PUV7PLvntbnn/6twDhK/xC/xm2/88gzOnkbKz38tfgDrMrVxafsJyed2kBFyFaWtk8mk4Jl0aYkobbPVgVz+DtKnJRnTZOfRcwYlfriAY72uxG2fTkbQlWcWv9Th7GnkHvqkzD3/JX6Jv6BemjlSmjRpYjKHRaaHe4/8+uuv3Lp1i1q1avHNN99Qo0YN3N3djevd3NyeqHeBl5cXK1bkbNXPHKYrk4uLCyNHjmTkyJFERERw/Phx1q1bx8yZM3F1daVbt26AYa6XAQMGMGDAAGJjYzl16hSbN29m5cqV2Nra5mgYKgg/Pz+GDBnC7Nmzcx3C7FHn9SS2bduGWq02NqSAoXfOjBkzOHPmDLVr1y7Qfl1cXEhKyln4M2UOHebm5pZjXcOGDenSpQvff/89/v7+uW5///59xowZwxtvvMGgQYMeGYunpydffvklo0aNonXr1jg6Prs/rB5HVeI17D9chi42iNT1hiHIUDyibTOz1TVfaRSPPvhDLbgFYeVTF/eP/kATfY+45UOeILZ8pHmI/Rv9ce48mZQzG0naP7eAEeck1yD/cT2Pa2Du+W/u8Zt7+TH3+M29/NhXqE/ZcVtJD79L4C99Hhub/p8eKArl4+NPC73FrfFtSbl1Bk2C4a25xIsHUFjZUqjDpzzY8CO6XBpsnoS55z+Y/zlI/I9KI/E/jsT/qDTyN8TjmHv+S/yPSvPvPINtyr1O4ZHr0ETeI2Lh4H/Ce0R8mT1xH5FGr8sZW+KhpSSdWIdd1Ra4dvgSLKyI3fj0L5VIHX5UGrmHPo6557/E/6g0Ev/jvDQ9Uuzt7SlZsmSOf9knDz9z5gxz5szhk08+YcaMGajVasaOHWuynxo1auQYEiqTVqulX79+/Pnnn8ZlFhYWuR63ePHixjQLFixg586dxv/38vKiffv2LF++nKpVq3LokGF8tnXr1rFq1SpjOldXV1q2bMmvv/5Ky5Ytjemehf79+1O+fPk8h/jK67yexMaNGwHo0KEDFStWpGLFivzyyy+AYS6agqpdu3aO+WayO3nS0N0xryHaRo8ejZOTU65DfKWnpzN8+HCcnZ354YcfUDyuEgFvv/02zZo1+/eG+AIsq7yNfd8/0MWFkLy4K/rUWMDQaprZkpqdwtoh6+2WtAQU1va5pMlqwTW2vlqZ7kthY/h/fdrT/QBlW6sDHsM3oY0NJmrGO+iSDfHrUhNQ2uSMX2njaHzzRp+PNFkBK3DqNBGX934g9cwGYpcMeKq4s5Nr8GKvgbnnv7nHb+7lx9zjN/fy4+rfFd+Je8iIvM/Nr5qjTTT0INWmxOf6NqXS1gltSrwhTXLuaVR2TmiTDWl0KQkk/P2nsRElU/yZnSgtrbEtXuGp4jf3/H8VzkHil/glfvONX57BUn7+y/ED2NfpRJHPt6GJDib0+7bGOS10KQnG42SXvReKLiUh154DitzqAIb5UtKuHyFm7dckHv0dl9bDQfV070NLHZZ76NMw9/yX+CX+p/XSNKQ8TmxsLJ9++ikNGjSgZ8+eFCpUiPHjx/O///2PlStXGtN17dqVmzdvsm/fvhz72Lp1K0eOHDFpnMmPixcv8uuvv6LRaEyWK5VKHBwcjD1iAgICmD17dq69LZycnEx6zjwtCwsLpk6dSmBgIIsXL35m+8109epVrl27xqBBg9i8ebPx35YtW2jYsCF79uwhNja2QPvu1asXN2/ezHWuleTkZObMmUODBg3w8fHJdXsHBwe+++47jh07xtatW03WfffddwQEBDBz5swnmpNmwoQJaDQapk2b9kTnUhBW/oOwfXcu2vt/k7SgI/rECOM6XeRtlG6lTDdQKFG6lUAXaZiITBt1G6VriRwtrUr3Uugi/kkTaRhbU+Vuui+lW2n0mnR0MfcLHL9D86G49l1Exp3TRE5riy4h3LhOEx6AhWeZHPGrPEqgeWAYN18dHoDKPWf8Fl5ljGkMwVvi1n8pjs2Hkrh3luHBr9MWOO7s5Bq82Gtg7vlv7vGbe/kx9/jNvfwU6vAJpUetJOn6cW6MfgNN7APjuvSQG9gUKWu6gVKJdaHSpAVdAyAt5AbWhUrniN+6SFnSgg1pbMtUx6P1oJznaGULgDo+ssDxm3v+vwrnIPFL/BK/+cYvz2ApP//l+AGcW39MocG/kR5witDJLdHGZ9WBjAc3sfTKWQcsPUqSEWqYlF794BaWniVznINloTKo/0ljWbQ8jg275zh2+r0LKK1sUDnkHLkjv6QOyz30aZh7/kv8Ev/TPgPgJWpISUtLIzIyMtd/GRkZjBkzBo1Gw9SpU429DNq0aUO7du344YcfCAgwTOrVoEED3nvvPT755BPmz59PQEAAAQEBzJ8/n2+++YYePXqYTHSu1WrzPG5mg8iQIUMIDg6mb9++HD16lJCQEM6dO8fUqVM5f/48vXv3BqB3794olUp69OjBvn37CA4O5tKlS8ybN4+tW7c+dpipJ1WuXDmGDRvG/fsFLwiHDx/O8S88PJyNGzdia2tLnz59jHOjZP7r378/GRkZxh4rT6p69eqMHj2ar776imnTpnH9+nVCQkLYt28f7733Hmq1milTpjxyHw0aNODdd981Ofdt27axdu1ahg0bRqFChXK9pnnx8PDg66+/fqq8zA+rOt2xbTMO9eVtJC/9AB4at08TcAiL0vVQ2Gf9cWRRrjEKawc0tww9mjS3DqGwccSi3BvGNAp7NyxKvW5Mo71/Bn16MpaV3zLZv2Wl1mjungBtzl5M+WHXsBfOnSaS+vdmomZ1ztGam371AFbl6qN0yGo0tK7YBKWNI+lXD/6T5iBKWyesKzY1plE6uGNVth5p/6QBcP1wLjbV3yJu7RgSNowrULy5kWvwYq+Buee/ucdv7uXH3OM39/Lj0WoAxfr8SOzRdQSMb5NjeK2Ec3txqNwICycP4zKnGi1Q2TmScG6vMY3Kzgmnmi2zztHJA4dKDY1pbEtWoeRHc3Cs1tRk/24Nu5IeHkhG+N0CxW/u+f8qnIPEL/FL/OYbvzyDpfz8l+MHcHqjDx7vTSbp1EZCp72TowdA6uUD2Jb3R+mY9XeQXZWmKG0dSbm8H4CUy/tR2jphVyVriHalowe2fg2MaaxL18Cr3zysfeqY7N+uchM0cQ/QJhTshRKpw3IPfRrmnv8Sv8T/tM8AY1xPvYdnZNeuXezatSvXdaNGjeJ///sfCxYsyNGr45tvvuHvv//m008/Zd26dVhZWTFhwgSqVavG2rVrWbx4MRqNhjJlyjB+/Hg6dOhgsv2DBw/ynGvjgw8+YNy4cVSoUIF169Yxd+5cxowZQ2xsLPb29tSpU4c//viDcuXKAVC4cGHWrVvHnDlzmDx5MpGRkVhbW1OtWjUWL17Ma6+99gxyylS/fv3Yu3cvly5dKtD2/fv3z7Hs22+/Zdu2bbRr1y7XXh1169alUqVKrF27lj59+uRr+KyHffjhh1SqVIklS5bQt29fkpKS8Pb2plWrVvTp0wcHh5xduh72+eefc/ToUeP/Hzt2DIDp06czffr0XLe5ceNGnvt766232L17N3v27HnCs8kfhYMnNm0moIu5T8bx31AVrWKyXhcTSMbJZVjV64N97zWkHZiOws4Nm1Zfor6xH+39MwBoA0+iuXMM266zSftzEvqUGGyafoo+LZ70k8sNO1Onkn50HtZvjkSvzUB7/wxWtd5D5V2V5IWdCxS/0skL5y6T0ETdI/l/C7EsUc1kvTbyLsmHl2D/5gDch28iccf3KO3dcO44gbTLe8m4cwqAjIC/SL9xBLc+C4jf+A265Bic3hqNPjWe5MOG3lU21VpjV6czqRd2knH3DJalTefjUQddBM2T3wDlGrzYa2Du+W/u8Zt7+TH3+M29/Fi4FKJ4v+mkh98lYscc7HxMh99MD7tN5M55eL41lHITdxO2eiIqJ3eK9ZpK/JldJF8/DkDSlSMkXjxI6U9XELx0NNqEaIp0G4c2OY7InfMAiP1rPYU7fUbpkUsJWfE16phQ3Bq/j3OddtyZ2pWCTJJp7vn/KpyDxC/xS/zmG788g6X8/JfjB1A5e+HebSrqyEAS9s3HulR1k/XqiLvEH1iEc7NBFB21ldgtU1A6uOHedSLJF3aTHmAYvjztxjFSrx3Ga+Biotd+jS4pBtd3xqJLiSfhwCIAkk9vJr31CAoN/o2Yjd+iTYjCsf672NdoS/j8fgX6O0jqsNxDM/0X81/il/if9hlgcj56fQHuwkKIx4ofW9Tk/y1rvYddp5/yTJ+yfgTqs2tRFvLDtu23qErURp+RhPrqn6Tt/BYykrMS2zhj23Y8lhVbgkKJ5t5p0naMRxd1OyuNQoH1Gx9j9Vp3FPZu6CJukbb3ezQ3D+Y8+D+cJ4caP4cMcjVZZ1f/A1x7zs5z29hlH5FyfDUWRSvg3GUyVj510KclkXZ+J/EbvkafnjXkncLOGefOk7Ct1haUSjJunyR+3Vg04YaeZa69fsXu9ffyPNaDL6uijQ7KdZ33vKwh5+Qa/PvX4FXKf3OP39zLj7nHb+7l5+92KpN17s16U2r4ojy3Dfy5D9H7l2FTohLF+/+EQ4X6aFMSiTu5heAlo9ClZuW/yt6FYv2m4/J6exQKJUnX/iJo0Sekh2QNSWDhUgjvHt/hVLMFFk4epN67TNiaScSf3Jrb4QGotS1ryAJzz/+H438VzkHil/glfvOJX57BUn7+y/Hf/jDnS52ODXvg1e/XPLePWDiQxKMrsfKuiPsH32NTti66tCSSz24n+o+x6NOy6oDSzgX3blOwr/kWKJSk3TpB9KrRqB/cMqZROXnh1nkcdlVboLR3IyP4MrFbfyDl3M7cDg+Az7KsY0gdlntoXv4L+S/xS/xPE//jSEOKEM9Jbj+CvOwe9fA3F4/6A8AcmPs1eJXy39zjN/fyY+7xm3v5ebghxRw8qiHFHJj7/QfM/xwk/hdL4n+xXqW/Icw9/yX+f9/jGlLMwaMaUszBq1SHJf//fa/SPUji//c9SUPKSzO013/Ft99+y6ZNmx6ZZs6cOdSvX/9fikgIIYQQQgghhBBCCCGEEHmRhpR/2dChQ/nwww8fmcbLy+tfikYIIYQQQgghhBBCCCGEEI8iDSn/Mjc3N9zc3F50GEIIIYQQQgghhBBCCCGEyAfliw5ACCGEEEIIIYQQQgghhBDiZSUNKUIIIYQQQgghhBBCCCGEEHmQhhQhhBBCCCGEEEIIIYQQQog8SEOKEEIIIYQQQgghhBBCCCFEHqQhRQghhBBCCCGEEEIIIYQQIg/SkCKEEEIIIYQQQgghhBBCCJEHaUgRQgghhBBCCCGEEEIIIYTIgzSkCCGEEEIIIYQQQgghhBBC5EEaUoQQQgghhBBCCCGEEEIIIfKg0Ov1+hcdhBBCCCGEEEIIIYQQQgghxMtIeqQIIYQQQgghhBBCCCGEEELkQRpShBBCCCGEEEIIIYQQQggh8mDxogMQ4lUVP7boiw7hiTlPDjV+Dhnk+gIjKTjvebHGz3IN/n3Z8/9KV5sXGEnBVFqbZvws5effl738mHv85l5+/m6neoGRFEytbVrjZ3PPf3OMH8z/HCT+Fyt7/FEjPF9gJAXj8XOk8fPK+pYvMJKC+eAvtfGzPIP/fa9S/TX3+G9/6PACIyk4n2VJxs/meA7Z4zf3e5C5x2/udVji//e9SvE/jvRIEUIIIYQQQgghhBBCCCGEyIM0pAghhBBCCCGEEEIIIYQQQuRBGlKEEEIIIYQQQgghhBBCCCHyIA0pQgghhBBCCCGEEEIIIYQQeZCGFCGEEEIIIYQQQgghhBBCiDxIQ4oQQgghhBBCCCGEEEIIIUQepCFFCCGEEEIIIYQQQgghhBAiD9KQIoQQQgghhBBCCCGEEEIIkQdpSBFCCCGEEEIIIYQQQgghhMiDxYsOQIj/FIUCq9e6Y1X3Q5RuJdEnR6G+upu0/dMgPQkApVspbNpOwKJUHfQ6LerL20j7c5JxPQBWdti0+grLSm1QWNmjCTxB2o7x6KJumxzOqn5frOr1QelUGF1EAGl7v0dz88BTxW/n3wuHxn1ReZRElxhF2sWdJGybij4tEQCVZ2mcu0zGumw99DoNqX9vIWHTeON6AIW1PU4dxmNbox0Ka3syAo4Tv24smvCArDQ2jji2HYVt9bdQOnmhjbpH8uElJB9eAnr9U52DXIMXeA0UClyb9cWtxUAsC5VGGx9J4pltRKydiC7VEJ9VoTIU7vUjduUboNdqSDixkfCVXxrXAyit7SnUfRKOdd9BaeNAytWjPFg2ioywW7keVmnjgM+0v0m+epjQuf0LFvs/8Uv5ebHlx9zjN/fy49FyAJ5tBmFduAya+AjiTm4ldOV4Y/20LuJDsX4/4VDRH3QaYo+uJ3jpaNP6a2OPd6+puNbviNLGgaQrRwha9AnpITeNaRyrNcX3uz05Qog7vYPb375d4PjNOv9fhXOQ+CX+p4zfpl5PbPx7o3IvhS4xkozLf5Ky63v0mfF7lMbhnYlY+LwOWg3pF7aSsvVb43pDYPbYtxuHdbW3UFjbo759nOTNX6GNuJ3rYa0qtcCp/0qiRngWPPZ/4i/Xvj/lOg7CoWhp0mIjCD6yjYuLJqBJMdwjHbx9qDV8Gl7V/NFpNdw/sIFzc8cY1wNY2NpT46MpFH+jAxa2DkScP8LfMz8j8X7WPVRlY0fVvuMo0aQT1k7uxN29woX54wj/++BTxS/PYKT+/lfj/+ccnN7og1PT/lh6lkKbEEnyuR3EbJxkLOMWXmXw6DYVG9/6oNOSdHoT0Wu+zlEH3LtOxL52e5Q29qTeOEb0qtGoH2R9j1HaueDWZTz2NdqitHUk7fYZYtaNI/3u2f90/OZ+DzL3+M26Dkv8Ev/TPgP+8Ux6pPTo0QM/P788/8XExNC4cWN69OiBTqcz2TY0NJS6devy448/mizfv38/ffr0oW7dutSoUYOOHTuydu1a9Nkq/axZsx553D///NOY9s6dO4wcOZJ69epRuXJlmjRpwoQJE4iKijI5bnh4OF9++SUNGzakcuXK+Pv78/nnn3P//v2nypPy5ctTo0YNOnfuzN69e43pRo8enSPuatWq0a5dO9auXWtMd/LkSfz8/AgODjY5zv3795kwYQLNmjWjatWqvPbaa/Tq1Yvdu3ebpNu4cWOO41SoUIHXXnuN3r17c/Xq1RzncOfOHb744gtjXjRp0oSvv/6ae/fumVwnPz8/bt82LbSrV6/Gz8+PMWPGmCxXq9VUr16dRYsW0aRJk0devx49ehjzcvTo0bnm8+jRo43pgoOD87W/0aNHU6lSJa5cuZJjf5n59LxYNxyCTbtJqG/sJ/n3PqQfmYdlzc7YdVtkSGDjhH2/dSgcPEhZP4K03ZOxqtoeu/fnm+zH7t25WFZ+i7Tdk0lZ/zFKp8LY91sHNs7GNFYNBmDT+hvUZ9eRsrIfuth72PVYiqpknQLH79BiOC7v/UDa5T3EzOtO0r7Z2NV9D7eBywBQ2DrhMXIrKidPYpcNJmHzt9jV7ohb/yUm+3HtsxDbmu1J2DyB2KWDUbkUwWPkVhR2WfG79VuCXb1uJO2bS8zcbqRd/JP/s3ff0VFUfRjHv9vSOyEhJEDoSJMiYCgqRXoREKygIryKdAEVQYpKEWlSBAEBUYr0qtI7CFKk9xoIhPSebH3/GNiwJEEIYBz4fc7hGGfuzjwze2fuzN4p3q99g2eTvrnOD/Id3JZX34F/y74EdZpA0sE/CP+2PdGrx+P9wlsU6rsQAK2bN0WGrEPnHcC1KZ25uWAw3jXbEdJnnsN0gnv9hNfzbbg57wuuTX4fg19BQoesQ+vuk+18C7zzLU4BRXKd+zapP4q8qj9qz6/2+hPYtj+FP5xIwv7fOD+8DZHLx5KvbgeKD1gCgM7dm1LDN2LwCeDShPe49tNAfF94jWKf/uownaL95uFb61Wu/fQ5l8a/iyFfQUoN34Tuju3XrdizWFISONWvpsO/qz/2y3V+ta//J2EZJL/kf5j8rvV64N52FMYTG0n8sSNpW77HuVp7PDvNBpQ2wLvbMjSe+Ume152UNV/jXLk1nu/+6DAdz47TcK7UgpQ1X5E0rxta7wJ4dVuBxtU7yzwNJWri0eGHLMNzo+zb/Xju4++I2P0b2z9ry8kF4ynW5G1eGKGc8xk8vGkwaT0ufoHs+boTf08bRJEG7anz9QKH6dQa+jOF67Xl76kD2fPVe7jlD6bBpA04efrYy9T4dCql2nzIqV8nsv3zdqRGhlNv/FrylX16jyHUXv8lf97mB/Bp2gf/DmNJPfwHN757nfjfJ+JZ6w0K9FDOU7Ru3hT8bC067wBuzviAmMVD8KjRlgLd5jpMJ7DrLDyqtyZ28WBuTv8fet+CFPzsN7RuPkoBjYYCvX/FvXJTYhYP5sakt8BiouBnv2EILP7U5lf7Pkjt+dW+DUt+yf+wbcBtj+yOlCZNmjBw4MBsx/n6+jJq1Cjee+89fvzxR7p0Ua4GNplM9O7dm6JFi9KnTx97+W+++Yb58+fTtWtXPvnkE1xcXNi1axcjRozg+PHjDBs2zF62QIECLFmyJNv5ensrKzI6Opo333yTunXrMnPmTLy9vbl48SKjR4+mQ4cOrFy5EicnJ4xGIx07diQ0NJSJEycSEBBAREQEEydO5I033mD16tX4+fnlap3YbDZSUlKYOXMmPXv25Ndff6VixYoAVK5cmUmTJtk/l56eztKlS/niiy/w8vKicePG2U5/7969fPTRR1StWpVhw4YRGhpKSkoKmzZtol+/fly8eJEPP/zQ4TM7d+60/22xWLh48SIjRozg/fffZ+PGjbi7uwOwa9cuunXrRq1atRg3bhwFCxbkypUrzJw5kzZt2jB58mTCwsKoXr06Op2OgwcPUrx4ZqO4Y8cOgoKC2LFjh8P8jx07RlpaGrVr16ZNmzZYLBYADh06RI8ePVi8eDFBQUEAGAyG+17XAEFBQQ7Ld9u6dev46quvePnll+3DzGYzn332GUuXLsXJyemB5pNrGg3OL36E8a9fyFg/EgDL+R3YUuNwe2MauuCK6Eu8gMbNl9TJjbClxgJgS7yO+7vz0BWuhuXKX+gKVcXwTENS5ryF+YxyVVnKpb149tuL8/PvkLF1IuhdcKnXG+POH8jYMkFZ5jNbcP9wFc71PiZ19uu5yu/ZsBcpO+aQuOJLADJObcOaHItfl1kYClfC+Zm6aN19iRr+ItYUJb8lLgL/HotxKl4D4/m9OBWthuuzTYie1I6M4xsBMJ7bQ+DXf+P+YmeSfx+LoVBFXMo3IGb6u6QfXKnM6/R2NG4+eDTsSdJvY+Q7UON3oNHg36ovcRtncnPBF8p6O7oZS1Ishfr8gkuxKnhUrI/ew48Lnz6PJSkGAFPMVYp8vgrX0mGknd6Da8kaeD3XnMsjWpL8t3LFeurJXZSccgq/hh8Qvfwbh9l6VG6EV1hbLCnxD575rvxSf/K2/qg9v9rrT4G2nxD1x3Qi5irHNkmHN2FOjKXYpwtwK1EVr0oN0Hnm40Tv57AkKtuvMeYqJYeuxf2ZmqSc3I176efxqdGCs0ObkXhAueAl+fgOys88T/5mXbmxSFk3rkUrkXrpCCmn9z541hzyq3r9PwnLIPkl/0Pmd63fg/Tdc0ld8zUApjPbsabG4fXODPSFnsVQ+iW0br7Ej6mP7VYbYE24jvcHC9EXrY754j70oc/hXL4xCT+8junkJmU65//Eb/ABXGp3Im3DeGV2zu641u+Fa/0e2NITHzxvNvnLvtWfcytn8Pe0QQDc2L8ZY0IMtb+aj1+ZqgRVq4+zdz5+f686GQnKPjTt5lXqjltD/go1iTq6G//yzxNSpwVbPm5OxJ/KhXM3D++k1ZKzlGzzIcd/GoXOyYUi9dtz/OdvOL1IOceMPLhVKdP6f8Sc2Jer/NIGy/b71Oa/tQw+zfqQuGUWsYuHApB2YiuW5FgKdPsJ59DKuJavh87Dj6uDa2NNVrZhS9w1gvoux6Xk86Sf/RPn4tVxr9yM62Nbk3pEucA27cxuiow5hlf9LsSv/haXUrVwLV2L6+PaknpY2c7Tz+wmdPJlPF/oYJ//05Zf7fsgtedX9TYs+SX/w7YBd3hk70hxcXEhf/782f7TaDSEhYXRqVMnvvvuO/vdD2PHjuXSpUuMGzcOvV7p09m2bRuzZs1i7NixfPjhh5QpU4bQ0FDeeusthg4dysKFCzl06JB9vjqdLsf53v6B/I8//sBsNjNixAjKlStHSEgIderUYcKECVy4cMH+Y/+uXbu4dOkSo0ePpnLlygQHB1OtWjWmTJlCYmIia9asyfU6CQgIoGjRogwZMgQXFxeHaRkMBofchQoVonfv3oSGhrJ69epsp52cnEy/fv2oVasW06dPp1atWgQHB1OqVCm6du3KwIEDmTx5MgkJCQ6fu3M+BQoUICwsjMGDBxMbG8uff/4JQEJCAn369KFly5ZMmTKFatWqERwcTFhYGDNnzqROnTr079+fxMREPD09KV++PAcPZt6iaTKZ+PPPP+natStRUVGcOnXKPm7//v34+/tTunRp/Pz87Flud3rdOczHx+eB1nd2dSEqKopvv/2Wxo0b07FjR3vZAgUKcPHiRb7//vsHmsdDcfbEeGgppr+XOwy2RCm3YGr9QtGXfAnzpb32HQeA+ew2bOlJ6EvXA0Bf6iVsGSmYz26zl7GlxGK+uAd96foA6ApVRuPqg+nE7w7zMh3/HX2xmqB3eeD4GhdPUvf+Stpfjh2Xt2/h1ecviku5ehjP7bE3/AAZJzZjTUvEpbzSkeVcrh7W9GQyTmTeVmdNjsF4dre9DEDK9jlknMpcRgBz5Bm0Lp5oPXP5aAX5DpTVkEffgdbVi/gd84nf6Xh1ekbEaUB5pJfHsy+TcmqXvRMFIPnwRiypiXhWVjqVPSq9jCU9meTDG+1lLEnRpJ7YYS9jn6e7DwU/+J7IeZ9jSXHcHz4wqT/Kasij+qP2/GqvPzo3L2K3/ELsNscro9OvKm28c4HieFVpSPLxnfZOFIDEQ+uxpCbi/VwTALyqNMSSlkzioczHdpkTo0k+th3vqk3sw9yKPUvahcMPnDNHKl//T8QySH7J/5BtWMb+xWQcXOqYP1JpA7T+RXEqUxfThb32ThQA06ktWNOTcHqmAQBOZepiy0jBdCrzEVe2lBhM53bbywA4P/82LmFvk7L0U9J3zHzgvHczuHtxcd08Lq1f6DA84bJyDOQZXIygGg25eXinvRMF4Pq+DZhSEilYUzm+CarxMqbUZK7vy3zCQUZ8NDf/3k5wmLIP1Rqc0Gi1mFIyO4BsFgumlAScve7/osA7SRss2+9TnR/lPCZp10KS/1zkMNx0XdmG9QHFcCvfgPTTu+2dEACpRzdhTUvErWIjANwqNMCankzq0U32MtakaNJO7cTt2YYAZFw8yNUv65F6LLOMzWwEbGgMT2d+te+D1J5f9duw5Jf8D3sedod/9WXzvXv3pmTJknzyySds2bKFOXPmMGLECAoWLGgvs2DBAsqUKUODBg2yfL558+bMmTPngR+9pNFoSElJ4a+//nIYXrx4cdauXcvzzz8PgFarrI6tW7c6lPPy8mLVqlW0atXqgeabndsdRvdzF4ROp8ux3B9//MHNmzf59NNPsx3fpk0b1q1bZ++guBdnZ2eHbCtXriQpKYnevXtnKavRaPj000+Jjo5m7dq1AISFhTl0pBw6dAiz2UyrVq0IDQ11uCtl//79hIWFodFo/jHXw0pKSqJXr14EBQUxfPhwh3GFCxema9euzJgxg2PHjj32LACkJ5K+5gssVxzroaGscmJkuXkabUBJrNEXHD9ns2KNu4Iuv3LHjzZ/Sayxl8Hm+Jg8a+wltP5KGV1ASWXYXdOyxlxEo9OjzffgjziypSWSsOgzjOcdrw52rdQUANP1U+gLlMIcedfzpW1WLDFX0AeWAEBfoBSW6Kz5zVEX7GVM4UeIn98HW2q847yebYYlMQprsuMj+e6bfAdA3n0H1tQEbszuS9rpPQ7Dvaop7zvIuHoC5+DSWd9zYrNiunkJp4LKOnUOLo0p8mKW/MYb5+1lbgvqNJ6Mq6eJ2/DwP4JI/cnb+qP2/GqvP5aUBMKn9ybl5G6H4T7PK8dGaVeO4xLyDBkRZxw/aLWSEXkRl2Dl2M2l0DNk3LgAdz3qNf36OVxClDIagzMuwaVxCgzlme8OUHlZGuV/vEBg648fOHfmDNS9/p+IZZD8kv8h27CUZZ9jvuh4N4VTBaXzwHL9FLrAkliisrYB1pjL6AKU/bsusBSWmEtZ8luiL6ILyLy73nhsHbFfViV9t+MjbXLLlJzAgfF9iDrquA8t9IJyDBR/8QReoWVIDHc8BrJZrSRHXMKrcCkAvIuUITniIra79qFJV8/jeauMKSWRC7/NpUz7HviXfx6Dhzdl3uiNT7HyXFw3P1f5pQ2W7fepzo9yHhMzrz/pZ/90GO5etQUApmsnMRQsjfHGOccP2qyYoi5jCFJyORUsjSnqUpZlMN28gFMBZRu2GVPJOL8PLGbQ6jAEFifgfzMADUk7fn4q86t9H6T2/KrfhiW/5H/Y87A7/KsdKU5OTowZM4bw8HC6d+/O22+/naXD5NixY1SpUiXbz+v1esLCwnBzc3ug+TZr1oygoCA6dOjAK6+8wqhRo9i4cSPJycmUKFHC/jir2+9P+eSTT2jUqBHDhg1j7dq1xMXFUbRo0fvqlLiXuLg4RowYQXp6Og0bNsyxXHJyMtOnT+f8+fM0adIk2zL79u0jNDSU4ODgbMc7OTnlOO5O4eHhfPvttxQsWJBq1aoBSkdI0aJFc3yMWVBQEEWKFOHAgQOAst4uXbpEbKzSc7hz506ee+45XFxcqF27tr0jxWq1cvDgQWrVqvWPuR6FAQMGEBUVxaRJk/Dw8Mgy/oMPPrC/x8VoNP4rme6mC6mM84vdMJ1cjzXyNBpnT2wZSVnK2TJSwNkTUK5mcHhhpr1MMhpnZTk1zl63hiXdVSbl1njPR5LfEFoVz0a9STv8O+aIk2hdvbCmZ81vTU9G46LM815ltC4553Kv9wHOpeuQvG5C7l+Qlg35DhzL/NvfgWuJavi/0o/E/WvICD+B1s0ba2rWbJb0ZHSuyjrVunljScsmf1oyWjcv+/97VmuJ53PNiZj2YZayj4rUH8cy/3b9UXt+tdcft1LVKfDqp8TvXU36lePo3L2xpGZ9BI41LQndrW1T5+aNNS37Mtpb27hrkfJo9AZcCpbk+q8jODe0GQl7VxH87jcU7PDVI8kO6l//T8IySH7J/zD0RargVr8nGcf+wHLjFBoXL4cX8t45X43LrWwuXtjSc8h/RxtgjbkEprRHkjMn+cpWp2yHT7i6YzUJF47j5O6NOSXr/tGUmoTBXVmnBg9vhztNbjPfUQbg72mDSIu9SaPpO2i/PpqqPb7l8PQhXNmc/SOxc0Pa4DvLyPb7tOUHcC72HD7NPibl0FqM106gdc1+H2RNT0Lresc2kM1xkC092V7mTv4dx1N49GE8w9oTv2YsxvCs73l9WvOrfR+k9vxq34Ylv+TPrUf2jpTVq1dnecE5QIMGDRxeJF+0aFFKlizJ0aNH7XeC3Ck+Ph4vL68sw3MSERFB5cqVswz39fVl82bldjcfHx+WLVvG7NmzWb9+PbNnz2b27Nm4uLjwv//9j27dugFK58O8efOYO3cuf/zxBwsWLGD+/Pno9Xpee+01BgwY8EDv7bhznVgsFjIyMggODmbEiBH296OAcpfG7WWw2WykpaWRL18++vXrl2OHS0xMDL6+vg7DDh06RKdOnRyGDRs2jJYtW9r//851ZTKZMBgM1K5dm5EjR9o7qBISEv7xsVq+vr7ExcUBUKVKFVxcXDh06BD169dnx44dtGihXNlQu3Ztfv31V1JTU7ly5QqJiYnUrFnzntPOTk71y2g0ZtvxNnv2bDZs2MC3335LyZIls4wHpWNu5MiRtG3blilTpji8p+ffoCtcDfd3fsIaF07aklvz1tyjb/N2r+t9lfmHO37u6sHNDafiNcj30ULMMZeJn9vtAbLdR5m7uL/UBe9XR5C6fxnJmx7d49jkO7j/XI/jO3AtHUaRT5dhvHmJiO//pwzU5pzNdiub5l75b12hqfP0p+D/JhP5ywBM0VceSd67Sf25/1yPo/6oPb/a64/7MzUpMXgVGZEXufRdp3/Mdvvqac09tvHbudIjznJ2aDNSz+7HnKhcNZd0ZDMaJ1cCW/flxtJvsWbTYfMg1L7+Qf3LIPnvVUby/xN90ep4dZmHJfYKyfN73kc22z9ne0Tb5v3IX6EmL367gpSIi+wZ3lkZeK9joPvZh94q4+ybn8Yzd2O1mNg17B3Soq4R9HwjKnQahDk9lVMLJzx0fmmD71VGtt9/ovb8AC4ln6dAn8WYoy5zc0bXW/H+efu8n+38Tknb5pD852LcKjbEt/VA0DsRt+zhLypRe36174PUnl/t27Dkv1cZyf9PHllHSr169ejXr1+W4XffPTJ16lTOnj1L1apVGTJkCJUrVyZfvnz28X5+fsTHx9/3fAMCAvj556y3B2rv2sH7+PjQp08f+vTpw82bN9mzZw+LFy9m4sSJ+Pr68uabbwLYO1f+97//ERcXx759+1ixYgXz5s3D1dWV/v3733e2O9eJVqvFw8MjS+cHQPny5RkzZoy9nJubm8M6yY6Pjw8REREOw8qWLcuKFSvs/9+wYUPMZrNDmdvjY2JimDBhAjExMfTu3ZuQkBB7GV9fX86cuevRHHdJTEy0f8bJyYkqVapw8OBBKlWqxMmTJxk1ahQA1atXB+DgwYNcvHiRkiVLEhgYeM9pZyen+jVmzJgs9eXQoUOMHTuWN99806ETKTulS5emW7duTJ48OdvHyT0uhgotcX11PNboC6TMeQtbmtIpZctIsvek3knj7IE18YbyP+mJaDz8symT2YNr73118oD0zPdC3L4a72FfmulatTW+70zBfPM80RNfxZqi5LemJaJ1yZpf6+KJKV6pr7a0RHReAdmWyXJ1i0aDV5sv8Xy5O6n7FhM3p+tD5b6TfAd5+x14hb1KcLcZGCPOcnlESyzJyh1t1tQEtK5Z8+tcPTHHXgPAkpqAs3c2+d08saYq6zqoy0Qywk8St3kOaHV3LI5G+X+r5aHyS/3J2/qj9vxqrz++tdsT2nsW6RFnODukKZYkZfu1pCZkezWi1tULY4yy/i0pCeh9sq5/nZuX/T1G1tRE+4vo75Sw/zfyN+qMa6FnHuol9Gpf/0/CMkh+yf8wnCq/gucbE7FEnSfhh9expcbZp5ttfhcPrAnXb5VJyvb58BoXz0fzUvn7UKR+O54f9CNJV86y+eNmGBOVfagpOQG9W9Z9qMHdi7Qo5RjImJyAl2/Wcym9uxfGW/vQEi064V6gMKvaP0PSVeUxPZEHt6FBQ6UPv+bCb3Pt88wNaYNl+32a8wO4V29LQJdpmG6c4/qYV+zvtLCmJtrncyetqxemuOv2MoZstgFNdtsAyvtGANJP7UDnmQ+fJr2IWzlSeWzWU5pf7fsgtedX+zYs+SX/w3pkj/Zyd3enSJEiWf7lz595oLp//36mTJnCxx9/zPjx4zGZTHz++ecO06lcubLD+zbuZLFY6Ny5M3/8kXlyrdfrs51voUKF7GWmT5/Ob7/9Zv//gIAAWrVqxdy5c6lYsSLbtikvqlm8eDHz52c+N9bX15dGjRoxdepUGjVqZC+Xm3VSqFChbDtRQOm8ubPcP3WiAFStWpVLly5x8+ZN+zBnZ2eHdZCd2+OqVKnCDz/8gEaj4f3337ffXXJ72hcuXLA/qutuUVFRXLx40eFOkLCwMP7++2927dpF/vz57e+xcXd3p3Llyvz111/s378/14/1yql+3X4s222xsbH07t2bMmXKMGDAgPuadpcuXezl/41HfDnV/hDX177HcuUAydPbYEvK/A6tUefR+oU6fkCjRetXGGuU8sxkS/R5tL6Fs/S0avOFYr15q8yt50Pr8jlOS+tXFJs5A2ts7q/Q93i5O77vz8R44S+ixjTDmhhpH2eOPIc+f7Es+XX+hTHfUDrnTJHn0OXLml8fUMxeRglvwK/LHDxf7k7ShknEzfrfQ//4fZt8B3n7HeRr0ZuQXnNJPbOXi0MaYI6/YR+XEXEWpwLFHT+g0WIICCXjmvIyRGPEWQwBoVnyOwUWt5fxfr4N7uVfpNyCZMotTKHcwhScAorg8+LblFuYglvZF3KdX+pP3tYftedXe/0JbP0xRfvPI/nUHk5/9hLmuDu232uncQkq4fgBrRbnwKKkh58EIP3aaZwDi2bJ7xxUgvSrShnXYpXwb/Jh1mV0cgXAlBCV6/xqX/9PwjJIfsn/MPld636EZ4cfMF3aT8KkltjuaAMsN8+j8y+aTf4iWCLP3CpzTnk+9l35df5F7S+uf5yeeaMPtYb9QvSxP9nwUV3SYzL3oYlXzuAZ4ngMpNFq8QgKJeHyKQCSrpzBo2BolvyewcVJvKSUcS9QhLTYSHsnym03/96BzskZz5C79tMPQNpg2X6f5vwA3k16Eth1Nhnn9hExohGWhMxtwHjjDIaArNuAwb8IxgjlHMV04yyG/Fn3QYbAYphulTEULINnnbezzDvj8mG0Ti7oPLJ/BPvTkF/t+yC151f7Niz5Jf/DtgHwL74jJS4ujr59+1KrVi06duxIYGAgQ4cOZevWrcybN89ern379pw5c4aNGzdmmcaqVavYsWOHQ+fM/Thy5AhTp07NcnfG7btEbndcnDt3jsmTJ5OcnPWZa15eXvfVwfFvad68Ofny5WP06NHYsnnG4fXr1/9xGq6urowZM4bo6Gi+/PJL+/AWLVrg6+trv0vmbmPGjMHX15fmzZvbh4WFhXHixAn+/PPPLJ0ltWvX5sSJExw4cCBXj/W6Xzabjf79+5Oens7EiRNxcnK6r8/p9XpGjRrFpUuX+PHHHx9bPgCn6m/j2nQwpmOrSZnzFtz13D7zuW3oi4ahcc88uNCXfBGNswfms0pHnvnsNjQunuhLvmQvo3H3Qx/6vL2M5cp+bBkpGMo3d5i+oVwTzBf/BEvuOozc6ryLd9uvSDuwguhJr2bpzc04sRmnkjXRemRuK85l66F18STjxJZbZbagdfXCuWx9exmtRz6cSoSRfqsMgO873+NSqTnxiwaQuHRwrvJmR76DvP0OfBt0pkCHUSTuWcKV4S2yXDmTcngjbmXroPPMvNLA49kG6Fw9ST6stAvJRzaic/PC49mX7WV0nv64la1N8hGlzPnPamb5Z4qNIOnAWs5/VpP0C9l32P8TqT95W3/Unl/t9ce/8f8I6fQtcTsXc25o0yyP10o8tAGP8i+g98rcfr0qN0Tn5knioQ32Mjo3L7yqNMpcRi9/PMrVsZdxLVKBIh9NwfPZ+g7T96vTnozISxgjL+Yqv9rX/5OwDJJf8j9MfpeaHXFvNQzj3ytJ/OG1LM/yN57egqFETTTumW2AoUxdtC4eGE9tVcqc2orWxRNDmXp35M+HoXiYvczjUqJVF6r0GM3lzYvZ0qdZlnedXN+3gYBKL+Dsk7kPDar+MgZ3T67v3WgvY3D3omCNzMc/O/v4E1CpDtf33drPXj6Ni09++8vnb8tfsSZWi4WUG5dzlV/aYNl+n+b8AF4vdcL/9REk71tGxJhXspzHpB3bjGuZ2mjvOI9xq1Afrasnqcc2AZB6bBNaVy/cKmQ+DUPr6Y9r6Vr2Ms5FKxPQeRrOxas7TN+tfD3M8TewJObughK151f7Pkjt+dW+DUt+yf+wbYA910NP4Zb09HSiorLfIXp7ezNgwADMZjOjRo1SHq0CNG3alM2bNzN69Ghq1KhBiRIlqFWrFq+//joff/wx3bp1o359ZQexadMmpkyZQocOHahatap92haLJcf5urq64uHhQbdu3XjzzTd5//336dKlC0WLFuXmzZusW7eOv//+235XzHvvvcfatWvp0KED3bp1o0yZMsTFxbFr1y5WrVrFDz/88KhW10Pz8vJi/PjxdO/enffee4+OHTtSsmRJUlJS2Lx5M7NnzyZfvnw5vh/ktjJlytC5c2emTp1KixYtqFevHp6enkyYMIGuXbuSmJjIu+++S3BwMNeuXWP27Nns2bOHKVOmOLzLply5chgMBn7//Xe++srxmZe1a9dm2rRpmEwm+6O+HocffviBXbt28c0332AwGLLUC51Oh59f9lc/lCxZkh49ejBu3LjHlk/jkR+XpsOwxl7BuGc2uoIVHMZbYy9h3PsTTmGdcH/vV9I3j0Xj5odL44GYTm/CcmU/AJZLezFf2IVr+8mk/zEcW2osLvX7YktPIGPvXGVipjQydk7DuW4fbBYjliv7car6OrrgiqTMeDVX+bVeAXi3G445+jIpW2dgKPysw3hL1EVSts/Cve7/yNdrOUlrv0Hr7od3m2GkH9uA8cI+AIzndpNxegd+naaTsGwI1pRYvJp/hi0tgZTtSkeWy7NNcKv+KmmHf8N4cT+Gos85zMsUfgTMD74DlO8gb78DvXcgBd4ZjfHmJWL/mIZLMcf3WxlvXCB2/XT8mnSlyBdriVo8HJ1nPgLfHk7SwT9IO/MnAKknd5JybBvBPecQ+ctALEkxBLQbhDUlntj10wGy7SixmU2Yk2Jz3Yki9Sdv64/a86u9/uh9AinUeSwZkRe5uXYKbsWrOIzPuH6eqN+mkb95d0p+tY7rC75C55WPkHdHkbD/d1JO7QEg+fgOko5soWjfn7k65zMsiTEEvTkYS0o8Ub9NAyBu9xIKtO1H0T5zuPbzF5hiI/B78Q28q7fgwqj25OYlmWpf/0/CMkh+yf9Q+T0DcH/lKywxl0nb8SP6kIoO4y3Rl0jfOQfXOp3x/mgJqX98i8bdD/cWgzGe2Ij50l8AmC/swXh2J55vTyVl9ZfYUmJxa9wfa1oC6btm5yrb/XDxC6RqrzEkR1zkzJKp+JZ23IcmXzvP2eU/UPrVbtSb8AdHZ32Fs3c+KncbybXdvxN9TNmH3vx7JzcObKXm0LkcmjKAjIQYKr4/GFNyPGeXK+eq51bPotSrXak7djVHf/yK1KirBFVrwDNvfsyZpd+THhuZJd8/kTZYtt+nOT+AzjuAfG+OwhR1icSNP+AcWslhvOnmRRI2z8S7wYcU7L+KuJUj0Xr4ka/9V6QcXkfGOeWRpOmnd5F2cjsBH/xIzKIvsCbH4vvK51hTE0jcPBOAlL9WkNGkN4FdZxO77EssidF41nwN98rNiPyhc66Og9SeX+37ILXnV/s2LPkl/8O2AQ7LY8vudoYH1KFDB/bt25fj+P79+zNmzBimT5/OCy84Pk4lKSmJli1b4uXlxeLFi+13ESxbtoxFixZx4cIFzGYzxYoV480336R169b2jphJkyYxefLkHOf71ltvMXiw0vt67tw5vv/+e/766y/i4uJwd3enevXqdO/e3f4YKlDu5JgyZQq7d+8mKioKZ2dnnn32WT788EOqVav2QOskODjY/q6QnHz22Wdcu3Yt2/e83Gnv3r107NiRTZs2ObzPJDIykjlz5rB161YiIiLQ6XSUKFGCl19+mddee83e2bFs2TIGDBjA6dOns0zbaDTSqlUrUlNTWbt2LR4eyrPjwsPDmTlzJjt27CAqKgp/f39q165N586ds310WPfu3dm4cSO7d+926LCw2WzUrFmTkiVLMnfu3AdaPrj3urxz/f1TPQwODmbz5s05rnOLxcJrr73G0aNHs11PDyrh84IO/2+o+jpubXPuqEld0hvTwUVoA0vj2uxLdIWfw2ZMxnTiD9J/+xKMKZmFXbxxbTYUQ9lGoNFivvwX6WuHYo0+n1lGo8H5pZ44VXsbjbsf1ptnSd/wDeYzW7LO/BbvEZnv3bn2oeOj6NxqvoVvx5y3t7ifPiJ1zwL0BZ/Bu90InIpXx5aeTPrfv5Gw9AtsGZl3emncvPF+dTiuzzYDrRbj+b0kLP4cc6TyCALfd6fi9vzrOc7rxsCKWGLCsx0XPC3zMXXyHfz738Gd6/94exeHcT513yG4a84d0temdCF+2884FypLgXfG4Fb6eaxpSST+tZrInz/Dmp6ZX+vuQ4GOo/Gq1gK0WlJP7eHGT/0xXs/5sRwlJ58m5cR2Ir7vkmOZcovS7X9L/cnb+qP2/GqvPwda6BzG5WvwHqG9Zub42UsTOhGz6SdcCpejUJdxeDxTE0tqEvF7V3J1Vn+saZnrX+fuQ0jnsfg83wqNRkvyyd2Ez/yYjGuZjyTQ+wQS3OFrvKo0RO/lT9rlY1z/dTgJe1flmKHq6sxHFqh9/d+d/0lYBskv+R8kf3RvxycQONd4E883vsvxs0nze5CxbyG6AmVwb/01hqLVsGUkk3H0d1JXDsGWkZlf4+qN+ytf4VShiZL/4j5SVgzCcvN8ttN2a9wft8afZMl0N/8JmRdxzatpcBhXrNm7hA2ckeNn93z9Phd+m4t3sXJU7TWW/BXCMKUmcXX7Kg5O/gRzauY+1MnThyo9xxBSpyUarZaoI7s5MLEfSVcy96Eu+QpQuesICoY1Ru/iRmL4Oc4sm8r5VTnfff/WbpP9b2mDZft9mvOffyfrc/o963QgoPPUHD9/c8YHJO2ch1NwWfK99Q0uJWpgTU8m5eAaYhZ+ju3O8xg3H/K9ORL3Ks1BoyX97J/EzP8M043M8xidVwB+rw7GrWJDtO5+GK8eI27VaFIP/Zbd7AEo/lPmPO5eBrXlV/s+SO351b4NS37J/zD5/8kj6UgRQmSV3Y8g/3X3+hFWLe51AKAGav8O7tWRogb36khRgyep/qg9v9rrz90dKWpwr44UNfinjhQ1UPsySP68da+OFDW4V0eKGtyrI0UNnqQ2WPL/+/6pI0UN7tWRogb36khRAzmPyVtP0j5I8v/7HqQj5V97R4oQQgghhBBCCCGEEEIIIYTaPLJ3pDwtvvzyS5YvX37PMlOmTHmsL1UXQgghhBBCCCGEEEIIIcS/QzpSHlD37t1555137lkmICDgX0ojhBBCCCGEEEIIIYQQQojHSTpSHpCfn5/Di9SFEEIIIYQQQgghhBBCCPHkknekCCGEEEIIIYQQQgghhBBC5EA6UoQQQgghhBBCCCGEEEIIIXIgHSlCCCGEEEIIIYQQQgghhBA5kI4UIYQQQgghhBBCCCGEEEKIHEhHihBCCCGEEEIIIYQQQgghRA6kI0UIIYQQQgghhBBCCCGEECIH0pEihBBCCCGEEEIIIYQQQgiRA+lIEUIIIYQQQgghhBBCCCGEyIF0pAghhBBCCCGEEEIIIYQQQuRAY7PZbHkdQgghhBBCCCGEEEIIIYQQ4r9I7kgRQgghhBBCCCGEEEIIIYTIgXSkCCGEEEIIIYQQQgghhBBC5ECf1wGEeFIZx5fI6wgPzKnPOfvftt2t8zBJ7mlqLrf/bTv+cR4myR1NuXH2v9WeX/XbwIoX8jBJ7mhe2W7/2zajXB4myR1Nl+P2v23znsvDJLmjeWu//W+113+151djG+bQfqkwPzguQ+rwInmYJHfcBl62/632Nljy//sc8m9olIdJckfz8jr732pvA9SeX41tgNrbMLW3X3BXG6by8wA1fgdP1DGEys+DVd8GqL3+qLwN+CdyR4oQQgghhBBCCCGEEEIIIUQOpCNFCCGEEEIIIYQQQgghhBAiB9KRIoQQQgghhBBCCCGEEEIIkQPpSBFCCCGEEEIIIYQQQgghhMiBdKQIIYQQQgghhBBCCCGEEELkQDpShBBCCCGEEEIIIYQQQgghciAdKUIIIYQQQgghhBBCCCGEEDmQjhQhhBBCCCGEEEIIIYQQQogcSEeKEEIIIYQQQgghhBBCCCFEDvQPUrhDhw7s27cvx/F79uyhdevWFC5cmJ9++gmtNrOfJiIigtatW/Pqq69SvHhxBgwYcM95zZ07F4COHTvmWOatt95i8ODBXL16lfr162cZ7+bmRpEiRejSpQvNmjUDsJdt2LAhkyZNyvKZevXq0bp1a3r06OEwfNeuXXTq1IkGDRowZcqULJ8rXbo0I0eOpE2bNvdcrpxktwyurq6UKFGC7t2789JLL2X5THJyMrVq1cLd3Z1t27ZhMBgcxnfo0IHg4GBGjRr1j/MfP34806ZN4/PPP+edd95xGLd37146duzIe++9x2effZbls9kte3h4ODNnzmTHjh1ERUWRP39+6taty4cffkj+/PlzXOY7vfTSS/zwww8AGI1Gpk+fzpo1a7h69Squrq5UrFiRLl268PzzzzvkzEnr1q0ZNWoUHTp04OTJk6xZs4YCBQo4lJk0aRLLly9n8+bN/7DGHhGPAhg6/IZ5dVdsV/faB2uK1kX3fHc0/mUgLQ7r2d+x7B4PptTMz7oHonvhU7ShL4BGj+36ISy7x2KLPOYwC23519BWeReNVzAkRmA5/AvWw788kvg3Yk20GHSeyT0LUaOMu334lr+T+H5VFKfDM/D11NG4mhc9Wwfg7pK5T4iMMzH610h2HkvGbIFKxV3p3TaACkVd7WWsVhuz18WwaGs8N+JMhBZwonMTf1qEeT+a/NFptOi9ncmfPUeN8vky8++P5PtFZzl9OQlfTyca1wyi5xulcHfN3GVGxqQzeu5Jdh6KwmyxUam0D73fLE2FEj4PNK+nOb/q63+8hRbjY5jc0YcaxZ3sw7eczOD7jcmcvmHG101L44ou9GzojrvzHfU/wcLo35LZeToDsxUqFTbQu7EHFUIy9+MZJhtVB9/EbHWcr5uThoNfBTx8/iQbLeZYmNxKS43Cmdm2nLfy/R4rp6PA1xUal9bQs5YWdydNZv4kG6O3Wdl5yabkL6ihd20tFQooZfZesfLOImuWed7WvaaW7jUf7lqOG4lWWkxNYfJrrtQIzazbW86Y+X57Bqcjrfi6aWhcVk/Pus6O+ROtjN6Ywc5zZiV/iI7e9ZypUFDnMI+/r1oYtymDoxEW3Jw01C6u45OXncnn/giuQ1F5/Vd9fp6ANkzl+TWeBXD533oyFv8P65U/7cO1JephqNMLbUAZbKlxWE6uxbRtrEMd0ngGYqg3EF3xF0Grw3r1IKZt32K9fvTOOaCv0QV9lbfQeBXAFn8V84G5mPf/9Ejyq70Nlvx5nD/OTIsR15jcJYAapTK3uy1HU/n+j3hOXzPi66GjcWV3ejb3cTyGiDczenkcO0+mYbbaqBTqTO8WvlQo4pzj/HrMuMnx8Aw2f1nokeRXfRug9vyovw1Qe37Vt2EqPw9Q/fpXexum8vNgtbcBaq8/oO424IE6UgCaNGnCwIEDsx3n6+vLqFGjeO+99/jxxx/p0qULACaTid69e1O0aFH69OmD2WymTp069s/16NGDAgUKOEzX29ubQ4cOAbB48WKCgoKyzM/V1dXh/ydNmkTlypUBsNlsREVF8cMPP9CvXz+Cg4OpVKmSvez69etZu3atvYPlnyxbtoyiRYuydetWIiMjCQwMvK/PPajby2Cz2UhKSuK3336jW7duLFmyhGeeecah7Nq1a8mXLx9RUVFs2LCBpk2b5mqeVquVFStWULRoUX799dcsHSm3/fTTTzRs2JAqVarcc3oHDhzggw8+oFq1aowcOZLg4GAuX77M2LFjeeONN5g/fz4BAZk7vzu/tzs5O2eeDAwaNIgjR47w2WefUaJECZKSkli4cCGdOnXixx9/JCwsjMqVK7Nz584s05kzZw4zZ86kQYMG9mFJSUkMGjSImTNn/uP6eWw8gjC0mY3GxcthsKb4y+hbTMEWvhfz2p6gM6Cr0Q1927mYf30NbBZw8sDw2kIwuGHZNR5b/CW0JRuhb7cA8+K3sEUeAUBbvj36l4djOfQTlvMb0QZXQ1d3MOicsR788aHiX48x0XncZZLSHFu3DQcS6TnlKtVLuzHhoxCMZhtTV0dx6Nwl5n9eFL1OQ1KqhTdHXCItw0qvNgEUCXRi/f4kOoy6xNxPQ6lYTNm2Jy6P4sffo+nROoAKRV3YdiSZ/tOvodFA8+cfbgd4PTqNzl/uIynV7Jj/zxv0/PYA1cvlY0LfKhjNVqYuPsuh03HMHxGGXqclKcXEmwN3k5ZuodcbpSgS5M76P2/QYdAe5n4VRsWSPvc1r6c5v+rrf7yFzj/GkZRucxi+4Vg6PX9JoHoxAxPe8sZohqmbUzg0w8j8rn5K/U+z8ubUWNKMNno18qBIPh3rj2XQYVoscz/wo2Ih5SDyTKTyI/+3r3tRyC/zB36dVsPDup5oo/MSC0kZjsM3nLXSc6WV6oU0TGihwWiBqX9aOXTNwvw3dei1GpIybLy5wEKaCXrV0lLEF9aftdFhoYW5r+moGKShXKCGhW/qssz3u51Wjt6w0azMwy3D9QQrneelZc1/ykTPRelUD9Ux4VVXjBYbU3cYOTQ3lfmd3JT86TbenJNKmhF61XWmiJ+W9afMdJiTytx33KgYrOQ+FmHhnbmphBXVMam9KzeTbIzfnEG3X9NY2Mk9m1QPQOX1X/X5eQLaMJXn13gG4fzGz2hcHKejK90Ip7bTsF7+E+OybqBzwlC7B9qQqmT81FapQ86eOHdcisbgimnbGKyxF9GVaYJzh8Vk/PIa1ojDABgaDMJQozOmAz9jOb0OrW8RDC/2ReNdCNOmrx8qv9rbYMmfx/njzHSeEklS2l3HEIdT6DkziuolXZjQKUBpw/6I59DEdOZ/HJR5DDH+hrL9NvehSH4D6/9OocOEG8ztVYCKoVk7U1btS2bD4VQK+mVtl3NF7W2A2vOj/jZA7flV34ap/DxA9etf7W2Yys+D1d4GqL3+gPrbgAfuSHFxcbHfUZCdsLAwOnXqxHfffUetWrUoW7YsY8eO5dKlS6xYsQK9Xo9er8fFxcX+GYPBcM/p+vn53XOet3l7ezuUCwgIYMyYMVSrVo3ff//doSOlUKFCfPnll9SoUQN/f/97TjcxMZENGzbw5Zdf8vXXX7N48WK6d+/+j3ly485lCAgIoEePHqxZs4ZVq1Zl6UhZunQpderUISIigoULF+a6I2Xnzp3cuHGD77//no8++oi//vqLatWqZSkXHBzMgAEDWLlypcP3dyej0Ujfvn15/vnnmTRpEhqNsqMLCQmhfPnyNGzYkMmTJ/Pll19mu8zZSU5OZtWqVUyaNMnhzpxhw4Zx6tQp5s2bR1hYGE5OTlmms23bNmbNmsX777/v0JFSqFAhduzYweLFi2nXrt19radHR4O2bGt0L3wGZG0IdGE9scWex7y8E1hNAJiv/YXhvc1oy72K9divaMu1UxrxX9tjizgIgOXKLjSufuheGqjs6EEpf+0vLFu/UsqE7wHfougqvZ3rHbjVamPF7gRG/xqJzZZ1/OSVURQPcmZG3yI46ZXle66UGw0/PcuynfG0f9GXpTviuRZtYv7noVQp6QZArXIexCWbGbngBgsGFiUtw8rcDTF0eDkf/2umbKNhZT04fimdnzfG5nrnZ7XaWLH1KqN/Opl9/l/PUDzEgxlfVMfJoPR6P1fWj4YfbWHZ5qu0f7kwSzeHc+1mGvOHh1HlGT8lf6X8xCUaGTnrBAtG1ryveT2N+Z+I+n8wndFrk8hulUzemELx/DpmdPLNrP9FDTQcHcOy/Wm0r+HG0v1pXIuzMr+rL1VClSt4apVyJi7FysjVSSz4SPlOTkWY0GuhUQUX+7QeltVmY8Vx5SqybOvPbivF88GMV7U46W7lD9HQcKaFZcdstK+oYelRG9cSYf4bOqoEK2VqhUJcqoWRWywseFOPh7OGSgUdp735nJU9V2xMaKGlqF/ulsdqs7HisJnRGzKwZfMNTN5mpHh+LTPecs3MX1hHw0kpLPvbRPsqTiz928S1eBvz33WlSmHlMKhWcT1xqTZGrktnwa1OkjEbM3imgJbvX3dFe6st83CGEesyuBpnJcQ3N1fSqbv+qz//E9KGqTg/aNBVbItT/YFkV4cMdXpjiz5HxoKO9jpkCd+H60fb0T3bDsvfC9E/2x6tTyHSf2qL9ep+Zb1c3InG1Q9Dg8FkzG0Lrr7oq72L+dACTH8MulVmB9bECJzbzcT89wJsMecfOL3a22DJ/x/Ivy+Z0cvjss//WzzFAw3M+Cgwc/st7kLDoVdZ9mcy7Wt5snRPEtdizMzvU4AqxZXzsVrPuCrHEMtiWfCx48WHkfFmhi+JpYDPo+hEUXsboPb86m8D1J5f9W2Yys8DVL/+n4Q2TMXnwWpvA9Ref+zTVXUboHgs70jp3bs3JUuW5JNPPmHLli3MmTOHESNGULBgwX/+8COm1WrtnTd36tevHzqdjqFDh/7jNNasWYPJZOKFF16gbt26LFmyBIvF8pgSZ3X3nTcA58+f5/Dhw9SqVYuGDRuyd+9eLl68mKvpL1u2jFKlSlGvXj2CgoJYuHBhtuWGDh3KjRs3GDduXI7T2rJlC9evX6dbt272TpTbvL29mTFjBl27dn3gjFqtlp07d2I2O/aETpw4kS+++CLbz0RERPDJJ59QtWpVPv74Y4dxzz33HG3btmXUqFFcv379gfM8DE3+Mujqf4X1xArMf/TLOt6vOLZLO+w7bwBSY7DFnkdb9CWlTL7i2NLj7Tvv26zhf6ItWBWcb/Wu65whI9lxBunx4OKb6/ynr2Yw9KfrtKrpzeguWbfpCxEZ1Crv7tDg+XvrKRbkzLbDSpbz1zPwdtfad3y31SjjzqFzaSSkWHAyaFgwsCjvNXa8fdCg12A05X5vfvpyIkN/OEarl0IY3atS1vzXkqlVKb+98QHw93GmWLAH2w7cVPJfTcbbw2BvfOz5K+Tj0Ok4EpJN9zWvpzG/6uv/DTNDlyfSqooro1/L2gBfuGmmVilnx/rvqaNYgI5tp4wAnL9pwdtVYz94vK1GcScOXTaRkKpcmXEywkzRAP0jPHiE01EwdIOVVmU1jG6a9RDgQgzUCtXYT54A/N01FPODbReU7e58rA1vF+wnT/b8hTUcioCE9KzbZ7rJxtebrLxYTEPj0rk/9DgdaWXo2nRaVdQz+pWsbeOFKCu1iukc83toKZZfy7azSrt9Ptqq5C/seFxQI1THoatWEtJsxKXa2HfZwpvPOdk7UQAaPmNga2+PXHaiqL/+qz0/PAFtmMrzawKfwanJcMxHl5Gxqk/W8f4lsFzY7liHUqKxRp9DV6IeAFr/EtjS4u0/gNxmvbwHXaHnwMULrV8xNFo9lrMbs5TRaHXoir2Yq/xqb4Mlfx7njzAydGEMrap7MPqdrBfyXbhhotYzro7br5eOYgUMbDuuPFbk/A0T3m5aeyeKPX9JFw5dyCAh1fEc9Yv5MdQq48LzpbO/CO5BqL0NUHt+UH8boPb8qm/DVH4eoPr1r/Y2TOXnwWpvA9Ref0D9bcBtj6UjxcnJiTFjxhAeHk737t15++23He4G+LckJCQwatQo0tLSaN68ucM4X19fhg0bxoYNG1i9evU9p7N06VKqV6+On58fTZs25fr162zduvUxJleYzWZWrlzJ+fPnadWqlcO4JUuW4ObmxgsvvMDLL7+MwWDIsQPkXuLj49m0aRONGzdGo9HQpEkT1q1bR2xsbJayoaGh9OnTh59//pn9+/dnMzU4duwYbm5ulClTJtvxFStWzPYxbffi4eHBm2++ycKFC6lTpw59+/Zl4cKFXLlyhcDAwGwfs2Y0GunVqxcGg4Hx48dn6UgD+Pzzz/H09GTQoEEPlOdh2RIjMM2uj2X7CDCnZy2QFofG666dilaPxrMgeBeyl8HgnrmjvkXjXfjWf5Vy1r/noAmtg7ZMK3DyQFOkDtqyrbGeXJHr/EF+BtZ/U4IBbxTAxTnrLsTHU09EjMlhmMls43qsifAopQH19dCRkm4lIcXxZO/KTWX81SgjOq2G0oVcyO+tx2azEZ1gZvraaPacSOGNerlvgIL8XVk/5SUGvFcWF+esV+f5eDoREZV2V34r16PTCI9UTmJ9PZ1ISTPbGxp7/hvK+Ku3yv3TvJ7G/Kqv/z461vf3Z0ALT1wMWQ/sfNy0RMQ71muTxcb1eCvhscpwX3cNKRk2+4HibVdilPFX45T/nrpuRq+FTjPjqDwokhpDbzJ4aSLJGTk/c/gf83vC+s46BtTV4ZLNPak+rhCR6DjMZLFxPQnC45WDDl9XSDFmPVG6cmv81YSs05170EZkMnxe9+EOO4K8tazv4c6ARi64GLKO93HTEJHgmMtksXE9wUZ4nPVWfo2S/65HqlyJVcZfjbdyOtKC1Qa+bhr6LUujyqgkqoxM4tMVaSRmc4J4v9Re/9WeH56ANkzl+W0J10j//kVMG78CU1rW8alxaLyDHQdq9Wi9CqL1KXyrTCw4ucPdj2TwLaL816cwtjTlOFbjHZJ9Gd/Cucqv9jZY8udxfl8964eEMKCtX/bHEO46ImIdLxozWWxcjzMTHq0Mt2+/d3WYXLk1/mpM5ucX707ieHgGX7R/NM80V3sboPb8oP42QO35Vd+Gqfw8QPXrX+1tmMrPg9XeBqi9/oD624DbHnhPtnr1aipXrpzlX//+/R3KFS1alJIlS2I2m+0vA8+t5s2bZzvP8+cdb6fr0qWLfdyzzz5LzZo1OX78OLNmzcryWCyAl19+mebNm/P1118TFRWV7bzPnDnDsWPH7O9SqV27Nj4+Pvz6668PtUw5uXMZKlSowCeffEK7du0oVaqUvYzZbGbVqlXUq1cPFxcXfHx8qF27NitWrCAjI+MeU89qzZo1GI1G+/I1a9YMk8nEsmXLsi3fsWNHKlWqxOeff05aWtbGKyEhAU9Pzyx3o9zvMt/5b/v27fYygwYNYuzYsZQpU4b169czZMgQXn75Zd5//30iIyOzTHP06NEcP36ccePG5fjYMA8PD7766it27tzJokWL7jvvQ8tIgOQbOY62Hl+CtmRjtM/9D1z9wDMI3csjwdkTjUHpdbWcXAk2G/rmk9HkKwnOnmjLtERbrq0yEYNypbb11BqsJ1egbzIWp25/Y2gzG1vEQSzbcv9cTx8PHQX8svkF85a2tX3YcCCJGWujiU00ExFjYtDsCJJSraTdavhahvmg0WjoNSWcs9fSSUy1sHpPAst3xgOQZnRsINfuTaR27zOMW3KTFyp60PIhXhDl4+lEAf+sV7Lb89cvxIY/bzBj2XliEzKIiEpj0JQjJKWaSUtXdtYtXwxW8n97gLNXkkhMMbF62zWWbw5X8mdY7mteT2N+1dd/N+09H4/RtporG45lMGNrCrHJViLiLAxakkhSupU0o3KC0bKyKxoN9PolgbM3zCSmWVl9KI3lB5R9aprRhs1m4/R1M5ejLdQv68z0Tr58UM+dtYfT+WBWPFZr7n7M93HVUMAz5/1z2woaNpy1MWOvldhUGxGJNgats5KUAWm3jmlaPqNV8q+ycjbaRmK6jdUnrCw/pmRKczz2wWix8fNBK03LaCji+3BXFfm4aijglfOhS9tKBjacMjNjVwaxKVYiEqwMWp1OUrqNtFtXn7SsqFfyL07j7E2Lkv+oieWHleBpRuWOFICBq9NxMWiY0t6VT152ZssZMx8uSMOW23ucVV7/VZ+fJ6ANU3l+0hOwJeVchyyHF6Ev0wR92Ifg5ofGqyBOzUaDiyc4KXXIfGwF2Kw4t5mGxr8kOHuhK/cK+orKo1o1BldssRexXNmH4YU+6Eo3UupgYDmcmo3GZk6318cHpfY2WPLncX53HQV8c36ydtswDzYcTmXGhgRikyxExJoZNC+apLQ7jiGquaPRQq+ZUZy9blS237+SWf5n8q38SrlrsWZGLYtlcPt8+Ho8oh9B1N4GqD0/6m8D1J5f9W2Yys8DVL/+1d6Gqfw8WO1tgNrrDzwBbcAtD/yOlHr16tGvX9bboNzcHHcmU6dO5ezZs1StWpUhQ4ZQuXJl8uXL3dUw06dPz/aug7vvbPj666959tlnSU9P59dff2Xt2rW8//779+zIGTRoEM2bN2fIkCF8//33WcYvXboUg8FAw4YNAex/L1myhGvXrhEcHJzlMw/j9jIApKWlcfToUUaPHo3VarU/hmzbtm1ER0fbOz9A6QDZsmULv//+O6+88sp9z2/p0qWUK1eO0NBQAMqXL09oaCiLFi3i/fffz9IhotVqGTlyJK1atWLcuHEMHDjQYbyvry8JCQnYbLb77ky5c5nvdOcL6UHpUGvevDnp6ekcOnSIDRs2sGjRInr06OHQEfL777/z888/079/f6pXr37PedepU4d27drxzTffULt27fvK+7hZ9kwErR5dzd7o63yCzWLEenQR1vMb0eQroRSKPYd55f/QN/gaQ8ffAbBGHsWyZwL6ukPsV2joW05DE1wV8/ZR2G4cQeNfGl1YD/TNJmFe/eCPWLsf3V/Jj8VqY+Lym4xdchODDtq96Ev9yp6ci1A6+koEOzO1VyEGz7lOi0EXACgX6kKP1gEMn3cDFyfHH0orFnPl58+KcDo8g4nLb9J53BV+/rTIA3XY3Xf+10pisdiYuPA0Y385hUGvoV2DwtSvFsi5q8pJaolCnkz9/DkGTz1Ki95Kh1+54t70eL0Uw3888Uh77Z+2/Kqv/w3clfq/Ppmxvycr9b+6K/XLOnPupnJgUiJQz9R3fRi8LJEW42MAKBesp8fLHgxflYSLQYPNBt+/44Ofu5aSBZSmuloxJ/J7aum/MJGdZ4y8UCbrC2UfOn9NLRarlYm7rIzdAQYttKuooX4JDedilIPWEv4aprbWMni9lRZzlGUqFwg9amkZvtma5Qq3dWdsRKXA+9Uey02wjvlfcsJihYlbjIzdZFTyVzFQv7Sec9HKQVWJ/Dqmvu7K4DXptJimXHVTLkhLj5ecGf5HBi4GDSaLzT786xbK41DCioGni4a+y9LZdcFC7eIPfAj1j9Re/9WeH56ANkzl+U3bx4NWh+HFvjjVG4DNYsR8aCGWMxvQ+pcEwBZ9loxF7+PUdCSuHyiP3bBcP4Jp+zicGg3DdqsOZSzrilOTETi/Ol35XFoCxs0jMLzQx17mUVN7Gyz58zh/Ux9l+10Tx9iVccr2W9OT+hXdOHdd+XWyRJATUz8IZPCCaFoMj1DyF3KiRzMfhi+JxcVJg81mY+Av0bxY1pVGld3/tfxqbwPUnh/U3waoPb/q2zCVnweofv2rvQ1T+Xmw2tsAtdcfUE8b8MC/Ari7u1OkSJF7ltm/fz9Tpkzh008/pXHjxrRo0YLPP/+cH374IVchCxYsSEhIyD+WCwwMtGcbPHgwaWlp9O7dm59++omqVatm+5nbj/jq1q0bK1eudBhnMplYtWoVJpOJmjVr2ofbbDasViuLFi2iT5+sz2Z8GHcuA0CZMmWIjo7mu+++o1+/fnh4eNjvFsnuhfcLFy68746UU6dOceLECTQaDWXLlrUPt1qt2Gw2du/eTa1atbJ87vYjvkaNGkWjRo0cxlWpUoVp06Zx4sQJypUrl+WzM2bM4OrVqwwbNizHZb7b3r172bx5MwMGDADAxcWFsLAwwsLCKF68OF9++SWxsbH4+flx6dIlBg0aRIMGDejcufN9rYfPPvuMXbt2MWjQICpXrnxfn3msbBYsO7/Fsuc78C4MKZGQkYS+3XxIz7xX1nZlJ6ZZL4HXrW0j8Sracq8q49IT0ARVRlv0RcwbPsd6TOlosl3bhy3hCobWP6IpWhfbxS2PPL5ep6Fvu0C6v5Kf8JsmAnz1eLnpeHvkJbzvuCKudnkPNn1bgmvRyolhSH4nlm6PA5Qr9u5UOMCJwgFOVCvtjoerls9mRrD/TCrVSj/6k0O9TkvfDmXo/lpJwiNTCfBzwcvdwNuD9uDtkdl7XrtSfjZNq8u1m0pjGRLoxtJNSk++j0fOveyPm9rzPxH1v4kn3Rt4EB5rIcBLi5erlrenxeLtmtlY1y7lzKZP/bl263FTIX46lv6lfBc+blq0Wg01ijtlmf6Ltw4aT103P5YDSL1WQ98XdHSvaSM8HgI8wMtFw9sLzXjf8Xj12qFaNnXRcO3WVxLio2HpUWVZfO56DPv6MzZK5oMyAY/+hDXb/A2c6f6SE+FxVgI8tUr+Oal4u9yx/ovr2dTTnWu3HkMQ4qtl6SFlX+TjqsH91qp9qaTjYVKdEsr/n7zxeDpS1F7/VZ+fJ6ENU3d+bBZMW77BtH0CGt/C2JIiISMR5w6LsKXF24tZL+4gfUpt+yMUbAnh6J5tr4xMu1XXUqIxLvkfRmcvNJ6B2OIug9WCU5MRynOqHwO1t8GSP6/za+jbyo/uTX0IjzYT4K1Ttt/x1/F2z/xhoPYzrmwaFsK1W4/xCvE3sHRPEqAcQ8zbnsTpCCOrPi+I+daFAbdvpDRbbGg1oNU+hjZZ7W2A2vOj/jZA7flV34ap/DxA9ev/SWjDVHwerPY2QO31B9TTBjzybuG4uDj69u1LrVq16NixI4GBgQwdOpStW7cyb968Rz27exo0aBCBgYF88skn2T6G6rYGDRrQokULhg8fTnJy5guBtm7dSmxsLEOGDGHFihX2fytXrqRUqVIsXbo0y8vPH4fbjxCx2WzExMSwbds22rRp45BpxYoVtG3blkOHDnHmzJn7mu6SJUswGAzMnz/fYToLFizAYDDc8/Fl77zzDlWrVrV3btwWFhZGSEgIU6dOzfLok5iYGObMmYPF4vgsu3+SnJzMnDlzOHz4cJZxnp6euLi44OHhQXp6Oj179sTPz49Ro0bd9/Q9PDz4+uuv2bVrF6tWrXqgbI+DJqQGmiJ1wGKE2HOQkQQaHRr/0thuHlcKeQahLdcOtAZIvKr8AzQB5bClxUHiVTReyt1S1ogDDtO3XftLKZuv5GPJv/dUCjuOJuNs0FIi2BkvNx1mi40zV9MpV0Q5soqIMbFkexwmi7LTC8mvNJTHL6fj7a4j2N9AbKKZFbviiUl03MbK3prGzfjHs+3tPRbDjkNRODvpKFHIEy93A2aLlTOXEylXTLkNMCIqjSUbr2Ay2wgJdCMkULkj7/iFBLw9DAQHPPrbIJ+W/Kqv/+eN7DidgbNBQ4lAPV6uWqX+3zBTLlg5MImIs7BkX5pS//10hPgpjf3xaya83TQE+2qJTLSwaG8qEXGO+8v0W4+n8nN/PFd17b1iZcdFK856DSX8NXi5aDBbbZyJgnKBygFwRKKNJUetmKzKiVOIjzL8eKTy8sngO+6WNVls7Lxoe6gXSz5Q/ktmdpwzK/nz6zLz37RQLkjJEJFgZckho5LfV2t/cfzxGxa8XSHYR0MRP2WY8a7m6vYPUs6P8MWHd1J7/Vd7fngC2jCV59cWfh5tsRfAkoEt+ixkJIJGhzZ/Gaw3jgGg8SqI7tnXQGvAlhCOLUE5+dMWKI8tNc7+/7qyLdAElIGMRGVaFiPaAmXRaHX2aT1qam+DJX8e5z+Txo4Tacr2G+SUuf1GmChXSPnRKCLWzJLdScr2628gxF85tjgebsTbTUtwPj3rDqUQl2ylzudXKd/rMuV7XWblvhQiYi2U73WZKb/HP5b8am8D1J4f1N8GqD2/6tswlZ8HqH79q70NU/l5sNrbALXXH1BPG/DANTA9PZ2oqKhs/xmNRgYMGIDZbGbUqFH2W2WaNm1KixYtGD16NOfOnXvgkLGxsdnOLy4u7p6fc3d356uvvuLq1at899139yw7aNAgnJycSEjI7GlcunQpQUFBvPbaa5QqVcrh33vvvUdUVBQbN260lz9z5gzbt293+HfkyJEHWtaEhAT78kVGRrJu3Tp++ukn6tWrh6enJ6tWrcJsNtOlS5csmT788EO0Wq3DS+cjIyOzZNq+fTtGo5HVq1fTqFEjqlSp4jCdypUr07x5czZt2pTju2M0Gg0jRozIMt7JyYnhw4ezc+dOunXrxl9//UV4eDgbN26kY8eOuLu7Z7mL585lvvNfTIxyq1/dunWpXr06Xbt2ZcGCBVy8eJFz586xfPlyRo8eTZcuXezzvXjxIkOHDs22nsbHx+e43mvVqsVrr73GlStXHuj7ehy0JRujbzActJlXO2vLv4rGxRvruQ0AaNzyoW84Ek2hOx5b5+aPtnRzrBc2AWCLVW5z0wY/5zB9TUHl7qzbBwmP2rq/Ehk8JwKTObMjbemOeBJTrdSv7AlATKKZQbOvs/dkir1MVIKZtXsTqVfZA41GQ7rJxmczI1iyPd5h+ruOK58pHXLX5S6PKv+e6wyeegSTOfPZiks3XSUxxUz9GsojBmMSMhj0/VH2HovJzB+XztodEdSrFvhYbhW/X2rPr/r6fzSdwUsT7Y+GAli6P43ENBv1yyk/gsSkWBm0NJG95432MlFJFtYeTqfeM85oNBosFhi8LIlf9zpeBPD74XR0Wqha9PFcLbLujI3B662O+Y/aSMyA+iWUQ4aYVBi0zsreK5llolJsrD1lo15xjUP9ORMNaWao8mifgplz/pNmBq9Jd8x/yERiOtQvrdSpmBQbg1ZnsPdi5sF5VLKVtcdM1CulR6PRUNxfS7CPht+OmRwuCth8Rjnoeq7w47ntWe31X+354Qlow1SeX/dMU5yajnKoQ7pK7dG4emM5sx4AjXs+nJuPRhsalvlB9/zoy7bEcnaDfZChVg8MNT9ymL6+emds6QlYLv/5WPKrvQ2W/Hmc/+9UBi+IdmzD9iSTmGalfkXlx46YJAuD5sew90zmi3KjEs2s3Z9CvQpuaDQahr3hz+L+QQ7/XirvSn4vHYv7B9G+ludjya/2NkDt+UH9bYDa86u+DVP5eYDq17/a2zCVnwervQ1Qe/0B9bQBD/xcit9//53ff/8923H9+/dn69atTJ8+Pcv7UIYMGcKBAwfo27cvixcvxskp661aOWnXrl22w0uWLMmaNWvu+dmaNWvSpk0b5s6dS7NmzfD19c22nI+PD8OGDeOjj5SdZXR0NDt27KBHjx7odFl/MGnevDnjxo1j4cKFNG7cGIDZs2cze/Zsh3LVq1fn559//sdlvK1Hjx72v/V6PYGBgTRv3tze+bBs2TJq1qxJsWLFsny2cOHCNGjQgFWrVtnfY7N79252796dpezEiROJj4/nrbfeyjbHu+++y/Lly1m8eHGOj0UrUqQIH3/8McOHD3cY/vzzz7Nw4UKmT59O3759iYuLIzAwkLp16/Lhhx9mqRt3LvOd3NzcOHToEFqtlunTp/Pjjz8yf/58+ztjihcvTq9evXj1VeU2ul27dmE0GunUqVO20/un7+KTTz5h586dOY7/t1iPzEdb/jV0Db/BenwJmvzPoKvdD8vpNdiu7QPAFnkM67X96OsPw7z9G7Ba0NX6GKwW5VZEwBZ1AuvZP9C98Dk4e2O7cRhNvpLonu+JNfIotnPrH0v+1+v6snh7PAN+vEbbOj6cCs9g3OJImlb3onoZ5fa58qEuVCnpyrCfr9O/fSB6rYYJy26i10GPV5R34xTMZ6BtHR++XxWFXqf0Hu8/k8qMtTG8WseHEsGP4XZO4PWGRVi8IZwBkw7Ttn4hTl1KZNwvp2haK4jq5ZS6W764N1XK+DJs+lH6d3wGvU7DhHmn0es09Hi91GPJ9bTkV339f96NxfvSGLAokbbVXDgVYWbcH8k0rehM9WJKu1c+WE+VUAPDViTRv6kNvRYmrEtGr9XQ42UPAAr66mjznAuztqfgYoBKRQwcuGjihy0pvBXmRtH8j+GxUsDrz2pZfNTCgD+stC2v4VQUjNtupWlpDdULKQdW5QOVE6JhG630fxEl/w4req3yfOQ7nYlSDoKK5/t3Dsper2pg8UETA1am07aSgVORVsZtyqBpOT3VQ5V1Vj5IS5VCOob9lk7/l52V/JuNyvp/SdmvaDQa+jdwps+SdD5emk67KgbORVmZsCWDhs/oKRv0eDpS1F7/1Z4fnoA2TOX5zQd/QV/pdZxajMV8eBHagGcw1PsU8/FVWK/sBcB6/SiW8L9wajwc06YRYDNjeLE/WM3K89FvMe2fjVOTEeijzmC9egBd2Rboy7+C8ffPlasMHwO1t8GSP4/z1/Zk8e4kBvwcTdswD05dNTJuVRxNq7hRvaRy0l++sBNVijkz7NcY+r/iq+RfHadsv818ACgWmPVHJh93LQY9VCjyeLZdUH8boPb8oP42QO35Vd+Gqfw8QPXrX+1tmMrPg9XeBqi9/oB62oAHqoH30yGQ03spPD092bIl++fA5TTdGjVqcPr06X+cZ0hIyD3LjRw5kpEjR9r/P6ey9evXdxh3/PjxHKfp5OTk8KP7/eS8l39ahttWr159z/GTJk2y//1P39e95lemTBmH8TmV7dixIx07dsz28+PGjbvn/O93mQFcXV3p3r17tu+FuW3z5s33Na2c1ouHh8d9T+NxssWcxbyyC7ra/dC3mg6pUVj2TcW6b6pDOfOabuheHIi+wVeABtvVvZhWfwRJ1zPL/NYHXY2P0FV8A8J6Q1IE1hNLsPw5GWwP9oi1+1UqxIVpvQsxbslNun4Xjr+3ng+a5+eD5v72MhqNhondCjFywQ2G/HQdmw1qPOPGxO4hFMyXefI3pGMQhfIbWLQtnogYE0F+enq2zk+nxvmym/WjyV/Ek2mfP8e4eafpOuIv/H2d+aBtCT5oW8Ix/ydVGTn7BEOmHVXyl8/HxE9LUzB/3t4Oqfb8qq//BfRMe9eHcX8k03VOPP6eOj6o684H9TKfwanRaJj4tjcj1yQzZFkiNqBGMScmdvCgoG/mD/RDW3tRyE/HyoPpTN2cQgFvHT0bevD+C26PJTtAqfwaprXWMm6Hla7Lbfi7wwfPa/mgRuYJkEajYWJLHSO3WBmywarUn0IaJtbRUtDL8UQpRnmXu8NzlR+nUgE6pr3uyrjNGXRdmIa/h4YP6jjxQe3Mizc0Gg0T27kwcn0GQ9ZkYMNGjVA9E+s5U9A78wSwcVkDzq9r+H57Bh8uSMPbVcPrVQ30rvv4foRSe/1Xe354Atowlee3RZ0hY1EnDHU/xbn9j9iSozDtmox51xSHchlLP8SpwWCcmo4ANFgu78G09ANsiRH2MpZDCzDpXdA/9y6amt2wxV4gY3kPLCce32Nc1d4GS/48zl/QiWkfBDJuVRxdp93E30vHB418+KBR5rNyNBoNEzsHMHJpLEMWxij5S7kwsXMABf0ez49L90vtbYDa84P62wC151d9G6by8wDVr3+1t2EqPw9Wexug9voD6mkDNLa7X2QhhHgkjONL/HOh/xinPpmP3rPtbp2HSXJPU3O5/W/b8Y/zMEnuaMpldkCqPb/qt4EVL+RhktzRvLLd/rdtRrk8TJI7mi6ZFzDY5j13j5L/TZq39tv/Vnv9V3t+NbZhDu2XCvOD4zKkDi+Sh0lyx23gZfvfam+DJf+/zyH/hkZ5mCR3NC+vs/+t9jZA7fnV2AaovQ1Te/sFd7VhKj8PUON38EQdQ6j8PFj1bYDa64/K24B/kreXrTwlnnvuuXu+YD1fvnwO71oRQgghhBBCCCGEEEIIIcR/g3Sk/AuWLVvGvW78ye4dLEIIIYQQQgghhBBCCCGEyHvSkfIvKFy4cF5HEEIIIYQQQgghhBBCCCFELmj/uYgQQgghhBBCCCGEEEIIIcTTSTpShBBCCCGEEEIIIYQQQgghciAdKUIIIYQQQgghhBBCCCGEEDmQjhQhhBBCCCGEEEIIIYQQQogcSEeKEEIIIYQQQgghhBBCCCFEDqQjRQghhBBCCCGEEEIIIYQQIgfSkSKEEEIIIYQQQgghhBBCCJED6UgRQgghhBBCCCGEEEIIIYTIgXSkCCGEEEIIIYQQQgghhBBC5EBjs9lseR1CCCGEEEIIIYQQQgghhBDiv0juSBFCCCGEEEIIIYQQQgghhMiBdKQIIYQQQgghhBBCCCGEEELkQJ/XAYR4UtnODcvrCA9MU2KI/W815gf1L4Pkz1uSP29J/rwl+fOW2vOD+pdB8uctyZ+3JH/ekvx5S+35Qf3LIPnzluTPW5I/b92Z/5/IHSlCCCGEEEIIIYQQQgghhBA5kI4UIYQQQgghhBBCCCGEEEKIHEhHihBCCCGEEEIIIYQQQgghRA6kI0UIIYQQQgghhBBCCCGEECIH0pEihBBCCCGEEEIIIYQQQgiRA+lIEUIIIYQQQgghhBBCCCGEyIF0pAghhBBCCCGEEEIIIYQQQuRAOlKEEEIIIYQQQgghhBBCCCFyIB0pQgghhBBCCCGEEEIIIYQQOdDndQAhnmY3olNp8dFaJg96gRoVA+3Dt+y7xvcLjnL6Yjy+Xs40rl2Ynh0q4u5qsJeJjE5l9KxD7DxwHbPFSqVn/Ond8VkqlMznMI+dB68zYe5hzl1JIJ+PC282K0WnNmXQaDSSX/JLfskv+SX/U5n/SVgGyS/5Jb/kl/xPZ/4nYRkkv+SX/JJf8kt+NeaXO1IeoQ4dOlC6dOls/40cOZJXXnmFJk2akJ6e7vC5pKQkGjRoQJ8+fR5ofunp6fzwww+0aNGCZ599lho1avDOO++wfv16e5nU1FQqV67MqFGjcpxOo0aN+OKLLwCoV69ejstQuXLley5r+fLleemll/jyyy9JS0vDZrPRoEEDevTokeO833vvPTp16mT//0uXLlG6dGleeeWVbMvXq1ePSZMm5Ti9e30HpUuX5urVq+zdu5fSpUvnuE5Kly7NsmXLcpzHo3I9KoX3B20mKcXkMHzD7nA++nIbbi4GJnxWmwH/q8qfRyJ57/PNmC1WAJJSjLz5yQb2/H2DXh0qMnFgHUICPejw6UaOnI62T+vvU9F0HbaNYiFeTPq8Di1eCmXM7EPMWHxC8kt+yS/5Jb/kfyrzPwnLIPklv+SX/JL/6cz/JCyD5Jf8kl/yS37Jr8b8IHekPHJNmjRh4MCBWYa7urrSvn172rRpw6hRoxg6dKh93MCBA9FoNHz11Vf3PZ/k5GQ6duxIfHw8PXv2pGrVqqSmprJu3To+/vhj2rdvz+DBg3Fzc6Np06asXbuWTz75BK3Wse/s4MGDXLp0iW+//dY+rFOnTg6dG7fd/dm7lzU1NZWdO3cycuRIrFYrQ4cOpU2bNkydOpWkpCQ8PT0dPn/jxg3+/PNPxo4dax+2bNkyihYtysmTJzl8+DDPPvvsfa8TgEmTJmEyOW6QcXFxvPfeexQsWJDAwECuXbsGwE8//UTDhg2pUqXKA83jYVmtNlZsusjoWYew2WxZxk+ef5TihbyZ8eVLOBl0ADxXLj8NO69m2YYLtG9cgqXrL3AtMoX5375MlbL5AahVOYi4xAxGzjjIgjENAZg07wjPFPNldL+aANR5riBms5UfFh2nY6vSuDg/+C5A8kt+yS/5Jb/kV2P+J2EZJL/kl/ySX/I/nfmfhGWQ/JJf8kt+yS/51Zj/TnJHyiPm4uJC/vz5s/zz8PCgePHifPLJJyxYsICtW7cC8PPPP7N582bGjx+Ph4fHfc9n+PDhxMTEsHjxYl555RUKFSpE6dKl6dmzJ5MnT2bevHmsXbsWgLZt23Lz5k327t2bZTorVqygVKlSVKxY0T7Mzc0t22XIl8/xVqm7l7VIkSK89dZbtGjRgt9++w2ANm3aYDab+eOPP7LMe9WqVXh5edGgQQMALBYLK1asoE2bNhQvXpyFCxfe9/q4zcfHxyGTr68vw4YNw2w2891332EwZN4SFhwczIABA7LcIfS4nb4Yz9Ap+2hVL5TRfcOyjL8QnkitKgXsOw8Af19XihXyYttfEQCcD0/A28PJvvO4rUbFQA6djCYhyYjRZGHfkZs0CAtxKNOodmFS0swcOBEl+SW/5Jf8kl/yPzX5n4RlkPySX/JLfsn/dOZ/EpZB8kt+yS/5Jb/kV2P+O0lHyr/srbfe4qWXXmLQoEH89ddfjB49mv79+1O+fPn7nkZ8fDwrV67k3XffzdK5AfDSSy8RFhbGTz/9BECVKlUoVqwYq1atcihnNBr5/fffadu27cMt1F2cnZ3R65UevgIFClCrVi1Wr16dpdyKFSto2bIlTk5OAOzcuZPIyEhq1apFw4YN+f3330lMTHyoLGPHjuXgwYOMGTOGggULOowbOnQoN27cYNy4cQ81jwcVFODG+pktGdClarY9oT5ezkTcTHUYZjJbuR6VSviNZAB8vZ1JSTORkGR0KHflehIAVyOTCb+ejMlsJTTYy6FM4SDlzqCLV3O3biW/5Jf8kl/yS3415n8SlkHyS37JL/kl/9OZ/0lYBskv+SW/5Jf8kl+N+e8kHSl5YMSIEVitVt59911q167NO++880CfP3LkCBaLhapVq+ZYJiwsjCNHjtgfc9W2bVvWr19PRkaGvcymTZtIS0ujVatWuVuQu5jNZrZu3crKlSsdptm2bVv++usvIiMjHZbh/PnztGvXzj5s6dKlFC5cmHLlytG0aVPS0tJYsWJFrvNs3LiRWbNm8dFHH1GnTp0s40NDQ+nTpw8///wz+/fvz/V8HpSPpzMF/N1yHN/25WJs2B3OjMUniE1IJ+JmCoO++5OkFCNp6WYAWtYtikajodfIHZy9HE9ispHVWy6yfMMFANLSzSSlKt+9h5vBYfrubspOKznVLPklv+SX/JJf8j81+Z+EZZD8kl/yS37J/3TmfxKWQfJLfskv+SW/5Fdj/jvJO1IesdWrV7Nu3TqHYVWrVmXmzJn2/8+XLx9Vq1Zl/fr1PP/88w88j4SEBEB5jFVOfH19sdlsxMXFERAQwCuvvML48ePZsmULjRs3BpQ7Qho0aICvr6/DZ3/44QdmzZqVZZodO3akT58+OS5reno6BQsW5P333+fDDz+0D69fvz5eXl6sWbOG999/3z7vihUrUqpUKUB5j8nmzZvt40uVKkWpUqX49ddf6dix44OsHgDCw8MZMGAAtWvXplu3bjmW69ixI+vWrePzzz9n5cqVuLq6PvC8HrXub1XAYrEx8ZcjjJ3zNwa9lnaNilP/+RDOXVG++xKFvZk65EUGT9pHi4+Ux6iVK+FHj7crMvyHA7g46zGaLPecj1Yj+SW/5Jf8kl/yS/4naRkkv+SX/JJf8j+d+Z+EZZD8kl/yS37JL/n/6/mlI+URq1evHv369XMY5uLi4vD/K1asYMOGDYSFhTFu3Dhq165N8eLF73setzs+kpKSciyTkJCARqOxl/X39+fFF19k9erVNG7cmJiYGHbu3MkPP/yQ5bOvv/46HTp0yDLcy8vx1qjby2qz2Thy5AjDhw+nZs2afPjhh/ZHewE4OTnRsmVLVq9ezfvvv4/RaGTt2rV8/PHH9jKrV6/GZDLRtGlT+7BmzZoxfvx49u/fz3PPPXefa0d5ZFmvXr3w8PBgzJgxaLU533il1WoZOXIkrVq1Yty4cQwcOPC+5/O46HVa+r5Xie5vVSD8RjIBfq54eTjx9icb8PZ0tperXSWITbNaci0yBYCQAh4sXX8eAB9PJ9IylJ7WlDSTw/STb/XQero7SX7JL/klv+SX/JL/CVoGyS/5Jb/kl/xPZ/4nYRkkv+SX/JJf8kv+/3p+ebTXI+bu7k6RIkUc/gUGBtrHX7x4kWHDhtGxY0emTJlCQEAA/fr1w2g03mOqjipWrIiTkxN//fVXjmX27dtHhQoVHF6u/uqrr7Jt2zYSEhJYvXo1gYGB1KxZM8tnvb29syxDkSJFsty5cntZQ0NDadmyJd999x1Llizh66+/zjLNV199lZMnT3Lu3Dm2bduG0WikWbNm9vHLli0DoHXr1pQtW5ayZcvy3XffAbBgwYL7XjcAw4cP58yZM0yYMCFL5uzk1SO+crL3SCQ7DkTg7KSjRGFvvDycMFusnLkUT7niyvJE3ExhybrzmMxWQgp4EFLAA4Dj52Px9nQiONCdwkGe6LQa+/MCb7sSofx/sUKOHWOSX/JLfskv+SX/05z/SVgGyS/5Jb/kl/xPZ/4nYRkkv+SX/JJf8kv+/3p+6Uj5FxmNRvr06UORIkXo168f7u7ujB49mtOnTzN+/Pj7no6XlxevvvoqP/74I9HR0VnG79mzhx07dmR5JNYLL7yAj48PGzduZO3atbRp0+aed2s8qOeff5733nuPBQsWsH37dodxpUuXpnz58vz222+sXbuWxo0b4+GhVPoTJ05w8uRJPvzwQ1asWGH/t3LlSurUqcP69euJi4u7rwyrV69m4cKFDBgwgGefffa+s7/zzjtUrVqVAQMG3P8CPybrdl1h8KR9mMxW+7Cl6y+QmGKiflgIADEJ6QyauJe9RzLfOxMVm8babZepVyMEjUaDs5OO58oHsH53ODabzV5u/a5wPN0NVCyVT/JLfskv+SW/5Jf8T9AySH7JL/klv+R/OvM/Ccsg+SW/5Jf8kl/y/9fzS0fKv2jUqFFcunSJsWPH4uSk3E5UuXJlunTpwuzZs9mzZ899T6t///4UKVKE9u3bs3LlSsLDwzl//jw//PADXbt25fXXX6dFixYOn9Hr9bzyyivMmzeP48eP06ZNm2ynnZqaSlRUVLb/zOZ7v5inV69ehIaGMnToUFJSUhzGvfrqq/z2229s27aNtm3b2ocvW7YMV1dXOnXqZH83yu1/Xbp0wWg02u9YAbh8+TLbt293+Ldv3z4uXrzI4MGDqVevHg0bNsw2f053/mg0GkaMGEFUVNQ9l+/f8HqTkkTHpTNg/B72/H2D2ctP8vW0/TR9oTDVKyh3N5Uv4UeVsvkZNuUv1u26wqY9V+k0aDN6nZYeb1WwT6vr6+U4cjqG3iN3sn1/BN/9fJgfl53kg/blcHV5PE/2k/ySX/JLfskv+dWY/0lYBskv+SW/5Jf8T2f+J2EZJL/kl/ySX/JL/v96fo3tzi4a8VA6dOhAcHAwo0aNyjJuw4YNdO/enWHDhvH66687jDOZTLz22mtERUWxatWq+3oc1e3PLVy4kOXLl3Px4kWcnJx45plneOONN2jUqFG2n7l48SKNGzemdu3a/Pjjj1nG16tXj2vXruU4zyVLllChQoV7Luu+ffvo2LEjb7/9NoMGDbIPT0pKonbt2gQFBfHHH38Ayl06derUoWHDhnz11VfZzrNNmzakpKTwxx9/UL9+/WzzBQcH071793+8o2Tu3LmA8pL5TZs2ERISkmX88OHDGTlyZI4dTffLdm7YP5bZeySSdwZs4qeR9alRMfMRcLsOXWfcnMOcD0/A38eFVxoU44P25TDoM/s+o+PSGDnjILsO3cBms1GjYiB93nmWosGOt6pt2B3OpHlHuXg1kcB8rrzZvBSd2jyTbR5NiSGqzv+gyyD5Jb/kl/yS/+nM/19cBrXnf9BlkPySX/JLfsmfu/z/xWWQ/Hmb/0GXQfJLfskv+SV/9vn/iXSkCPGY3M8B2H/Ngx5A/hepfRkkf96S/HlL8uctyZ+31J4f1L8Mkj9vSf68JfnzluTPW2rPD+pfBsmftyR/3pL8eetBOlLk0V5CCCGEEEIIIYQQQgghhBA5eHwP6BS50rJlS8LDw+9ZZu/evfZ3rAghhBBCCCGEEEIIIYQQ4vGRjpT/mGnTpmEyme5ZxmAw/EtphBBCCCGEEEIIIYQQQoinm3Sk/McULFgwryMIIYQQQgghhBBCCCGEEOIWeUeKEEIIIYQQQgghhBBCCCFEDqQjRQghhBBCCCGEEEIIIYQQIgfSkSKEEEIIIYQQQgghhBBCCJED6UgRQgghhBBCCCGEEEIIIYTIgXSkCCGEEEIIIYQQQgghhBBC5EA6UoQQQgghhBBCCCGEEEIIIXIgHSlCCCGEEEIIIYQQQgghhBA5kI4UIYQQQgghhBBCCCGEEEKIHEhHihBCCCGEEEIIIYQQQgghRA40NpvNltchhBBCCCGEEEIIIYQQQggh/ovkjhQhhBBCCCGEEEIIIYQQQogcSEeKEEIIIYQQQgghhBBCCCFEDvR5HUCIJ5Xt+Md5HeGBacqNs/9t2906D5Pknqbmcvvf8h38+56o9a/2/Bsa5WGS3NG8vM7+t+rr/7lheZgkdzQlhtj/ts0ol4dJckfT5bj976iopEc+fb1ei6+vO3FxKZjN1kc+/fz5Pe1/q3H/A477IPkO/n1PVBsm+f91T9QxqMrb4Gsf+uZhktwJnhZn/1vt61+N9R/u2gZUuAySP2/JeXzeeqLyr3ghD5PkjuaV7fddVu5IEUIIIYQQQgghhBBCCCGEyIF0pAghhBBCCCGEEEIIIYQQQuRAOlKEEEIIIYQQQgghhBBCCCFyIB0pQgghhBBCCCGEEEIIIYQQOZCOFCGEEEIIIYQQQgghhBBCiBxIR4oQQgghhBBCCCGEEEIIIUQOpCNFCCGEEEIIIYQQQgghhBAiB9KRIoQQQgghhBBCCCGEEEIIkQPpSBFCCCGEEEIIIYQQQgghhMiBPq8DCEW9evVo3bo1PXr0uGe5vn37smbNGqZMmUKDBg0cxi1btowBAwY4DPPy8qJKlSp8+umnFCtW7L6yZDedu82dO5fg4GDq16/P3LlzqVGjhn1cdHQ0s2fPZvPmzVy/fh2tVkupUqVo06YN7dq1Q6PRALB37146duzIpk2bCAkJcZj+1atX7dO+PZ976d69O8HBwffM3b17d3r06EG9evUAWLVqFR4eHg5lPvvsM65du8bPP/98z/k9Kjei02jRezuTP3uOGuXz2Ydv2R/J94vOcvpyEr6eTjSuGUTPN0rh7pq5yUbGpDN67kl2HorCbLFRqbQPvd8sTYUSPg80r4fKH2uixaDzTO5ZiBpl3DPz/53E96uiOB2ega+njsbVvOjZOgB3l8y+28g4E6N/jWTnsWTMFqhU3JXebQOoUNTVXsZqtTF7XQyLtsZzI85EaAEnOjfxp0WY96PJL+tf1v/TnD/OTIsR15jcJYAapTK/9y1HU/n+j3hOXzPi66GjcWV3ejb3wd35jvoTb2b08jh2nkzDbLVRKdSZ3i18qVDEOcf59Zhxk+PhGWz+stCjya/6+p9Ki4/WMnnQC9SoGJiZf981vl9wlNMX4/H1cqZx7cL07FARd1dDZv7oVEbPOsTOA9cxW6xUesaf3h2fpUJJx7qx8+B1Jsw9zLkrCeTzceHNZqXo1KaMvR1+qPxJNlrMsTC5lZYahTPX7ZbzVr7fY+V0FPi6QuPSGnrW0uLulDnPyCQbo7dZ2XnJhtkKlQpq6F1bS4UCt44Prlh5Z5E1x3l3r6mle025Fkjt+yC1U/v6l/yS/6HySxv877fBGg1utd/F48X30fkXwZoUTfqR30hcPQpbehIAuvxF8W43AucSYdisZtIOrCRx+VD7eACNszterYfiWrkFGmd3jOf2kLD4c8yR5zLLuHji2aw/rpWao/UKwBJ9mZTts0jZPgtsttzlv4sqv4M786t9G5D8kv9h8qu9DZP8eX4OcCPeQovxMUzu6EON4k6Zy3Ayg+83JnP6hhlfNy2NK7rQs6G7428RCRZG/5bMztMZyrlkYQO9G3tQISSzncgw2ag6+Cbmu04p3Zw0HPwq4KGyS0eKiiQlJbFx40aKFi3KwoULs3Sk3LZz504ArFYrMTExTJkyhU6dOrFu3TqcnXP+keu2pk2bUqdOHfv/9+jRgwIFCjBw4ED7MG9vb27evJnls2fPnuW9994jODiYvn37Urp0aUwmE7t27eLbb7/l6NGjfPXVVw+03EFBQfZlApg1axa//fYbS5YssQ9zc3NDp9M55L5t1KhRrFu3jhdffNE+7Nq1a4wePZovv/zygbI8Stej0+j85T6SUs0Owzf8eYOe3x6gerl8TOhbBaPZytTFZzl0Oo75I8LQ67QkpZh4c+Bu0tIt9HqjFEWC3Fn/5w06DNrD3K/CqFjS577m9VD5Y0x0HneZpDTHPdOGA4n0nHKV6qXdmPBRCEazjamrozh07hLzPy+KXqchKdXCmyMukZZhpVebAIoEOrF+fxIdRl1i7qehVCymHARMXB7Fj79H06N1ABWKurDtSDL9p19Do4Hmzz/cQYCsf1n/T3X+ODOdp0SSlOZ4MrzhcAo9Z0ZRvaQLEzoFYLTYmPpHPIcmpjP/4yCl/qRZeXP8DaX+NPehSH4D6/9OocOEG8ztVYCKoVnbmVX7ktlwOJWCfrpHk1/t9T8qhc5fbCEpxeSYf3c4PUfsoHqFQCZ8VlupPwuPcejzzcwf8/Kt+mPkzU82kJZupleHihQJ9mT9rnA6fLqRuSPrU7G0PwB/n4qm67BtNKlTmF5vV+TAiSjGzD6ExWLlf+3LPVz+RBudl1hIynAcvuGslZ4rrVQvpGFCCw1GC0z908qhaxbmv6lDr9WQlGHjzQUW0kzQq5aWIr6w/qyNDgstzH1NR8UgDeUCNSx8M2td+W6nlaM3bDQr8/A/gKid2vdBaqf29S/5Jf9D5Zc2OE/aYI+GvfBqOZDkDZPIOLUNfWAJvFp8jr7gM8R81waNqxf+fVZhTYwk7qeuaD3z4916GHr/wsRMamefjm+nGTgVfY7E5UOwpiXh1fxT/PusIvLLMGypCQD4dZ6FIbQySatHYb5xBucyL+L92jdo3X1J+m1MLtd8JrV+B/b8at8GJL/kf5j8am/DJH+enwNcj7fQ+cc4ktLv+i3iWDo9f0mgejEDE97yxmiGqZtTODTDyPyufpm/RUyNJc1oo1cjD4rk07H+WAYdpsUy9wM/KhZSOlPORJoxW+Hb170odMdvEDrtw59HSkeKiqxZswadTsdHH33Ep59+ytWrV7PcyQGQP39++9+BgYEMGTKEOnXqsHv3burWrfuP83FxccHFxcX+/waDARcXF4fpZsdqtdKvXz8KFizIL7/8gsGQ2RtYrFgxQkND6dy5M++88w4lSpS4n0UGQKfTOcz7dqdJdnnuzA2wcOFC1qxZw+DBg6lYsaJ9eKFChfj1119p3LgxNWvWvO8sj4LVamPF1quM/ulkthf0TP71DMVDPJjxRXWcDEqv63Nl/Wj40RaWbb5K+5cLs3RzONdupjF/eBhVnvEDoFal/MQlGhk56wQLRta8r3nlOv/uBEb/Gpl9/pVRFA9yZkbfIjjplZ3Uc6XcaPjpWZbtjKf9i74s3RHPtWgT8z8PpUpJNyV/OQ/iks2MXHCDBQOLkpZhZe6GGDq8nI//NVMOiMPKenD8Ujo/b4zN9QGArH9Z/w/jici/L5nRy+Oyz/9bPMUDDcz4KDCz/hR3oeHQqyz7M5n2tTxZuieJazFm5vcpQJXiyj631jOuxKVYGbkslgUfBzlMMzLezPAlsRTwefhOlCei/m+6yOhZh7BlswCT5x+leCFvZnz5Ek4GZX09Vy4/DTuvZtmGC7RvXIKl6y9wLTKF+d++TJWySjtYq3IQcYkZjJxxkAVjGgIwad4Rninmy+h+Sn2q81xBzGYrPyw6TsdWpXFxfvBDQKvNxorjyt0k2a7/3VaK54MZr2px0t1a/yEaGs60sOyYjfYVNSw9auNaIsx/Q0eVYKVMrVCIS7UwcouFBW/q8XDWUKmg47Q3n7Oy54qNCS20FPV7ejtS1L4PUju1r3/JL/kfOr+0wXnTBms0eDbsRcqOOSSuUC4EzDi1DWtyLH5dZmEoXAnnZ+qidfclaviLWFNiAbDEReDfYzFOxWtgPL8Xp6LVcH22CdGT2pFxfCMAxnN7CPz6b9xf7Ezy72MxFKqIS/kGxEx/l/SDK5V5nd6Oxs0Hj4Y9H6ojRdXfAU/INiD5Jb+cx0v+PDoHsFptrDiYzui1SWQ32ckbUyieX8eMTr6Z20BRAw1Hx7Bsfxrta7ixdH8a1+KszO/qS5VQ5U6WWqWcld8iViex4CNluU5FmNBroVEFF/u0HhV5LoKKLFu2jOrVq1O/fn0MBgOLFi26r8+5urr+c6FHYO/evZw6dYr+/fs7dKLcVqdOHf74448H6kR5GMeOHWP48OE0b96ct956y2Fcy5YtCQsLY+DAgSQnJ/8reW47fTmRoT8co9VLIYzuVSnL+AvXkqlVKb995wfg7+NMsWAPth1Q7gI6fzUZbw+Dfed3W40K+Th0Oo6EZNN9zStX+a9mMPSn67Sq6c3oLgWzjL8QkUGt8u4OOyt/bz3FgpzZdlhZ1+evZ+DtrrU3/vb8Zdw5dC6NhBQLTgYNCwYW5b3GjrcPGvQajKbc781l/cv6fxiqzx9hZOjCGFpV92D0O/5Z898wUesZV8f646WjWAED246nKvlvmPB209o7Uez5S7pw6EIGCakWh+FfzI+hVhkXni/tWD5X+dVe/y/GM3TKPlrVC2V037Cs+cMTqVWlgP3HAwB/X1eKFfJi218RSv7wBLw9nOw/HtjzVwzk0MloEpKMGE0W9h25SYMwx4stGtUuTEqamQMnonKXPwqGbrDSqqyG0U2zHkJeiIFaoRp7JwqAv7uGYn6w7YKy3s7H2vB2wd6JYs9fWMOhCEhIz7p+0002vt5k5cViGhqXfroPXdW+D1I7ta9/yS/5Hyq/tMF51gZrXDxJ3fsraX8tcRhuunEWAH3+oriUq4fx3B57JwpAxonNWNMScSn/MgDO5ephTU8m48RmexlrcgzGs7vtZQBSts8h49Q2h3mZI8+gdfFE63nviyvvRc3fATwB24Dkl/xyHi/58/Ac4PQNM0OXJ9KqiiujX8vaoXfhpplapZwdtwFPHcUCdGw7ZVSW4aYFb1eNvRPFvgzFnTh02URCqnKn18kIM0UD9I+8EwXkjhTVOHv2LEeOHOGbb77B3d2dl156iaVLl9KjR49sOy1uS0lJYcKECQQHBxMWlvVg5VHat28fzs7OVK1aNccyRYsWfawZbktMTKRXr14ULlw420eJaTQahg8fTosWLfjmm28e+HFjDyPI35X1U16igL8re4/FZBnv4+lERFSawzCT2cr16DSMtx7w5+vpREqamYRkE94emd//lRvKD51XI1Px9vD+x3nlKr+fgfXflKCAn4G9p1Kyya8nIsbxNm2T2cb1WBNGs9Jw+3roSEm3kpBiwds980D5yk1l53g1yki5UFdKF1J+eLXZbMQkWli2M549J1IY9o7jFe8PlF/Wv6z/h6D6/L561g8JoYCvnr1n0rKM93HXERHreOuuyWLjepw5a/1JteDtdkf9iVY+dzXGbB++eHcSx8MzWDMwmG+Wx/KwVF//A9xYP7MlBfzd2HskMmt+L2cibqbeld/K9ahUjKZb9cfbmZQ0EwlJRrw9Mw8gr1xXnn9+NTIZFycdJrOV0GAvh2kVDvIE4OLVRGpVfvDlCPKE9Z11FPDUsPdK1neY+LhCRKLjMJPFxvUkMFpurX9XSDEqHSbeLpkHtlfilfFXE8D7rj63uQdtRCbD7PZPdycKqH8fpHZqX/+SX/I/VH5pg/OsDbalJZKw6LMsw10rNVVyXj+FvkAp0vYvv+uDViwxV9AHKhcy6guUwhJ9GWyObbg56gKu1ZXHf5nCjxA/v0/WeT3bDEtiFNbk6AfKfic1fwfwBGwDkl/yy3m85M/Dc4AgHx3r+/tTwEfH3vPGrMvgpiUi3vGiTJPFxvV4K8ZbP1H4umtIybCRkGrF2y3z3PBKjPK5q3EWvN20nLpuRq+FTjPjOHTJiJNeQ6MKLnzS3AMP54c7p5QzUpVYtmwZzs7O9veiNGvWjOjoaDZu3JilbOXKlalcuTKVKlWiatWqzJs3j759+2Z57NWjFhMTg7e3N1rtHS8Bioy057n9b9q0aQ6fa968eZYyzZs3z3UOm83Gp59+SlxcHBMnTsTNzS3bcsHBwXz66acsWrTI4R0sj5uPpxMF/HO+S6ht/UJs+PMGM5adJzYhg4ioNAZNOUJSqpm0dGXn0PLFYDQaDb2+PcDZK0kkpphYve0ayzeHA5CWYbmveeUqv4eOAn45d961re3DhgNJzFgbTWyimYgYE4NmR5CUaiUtQ9mBtwzzUfJPCefstXQSUy2s3pPA8p3xSn6j48H92r2J1O59hnFLbvJCx8TQ4QABAABJREFURQ9aPsRL0mT9y/p/GKrP766jgG/O11C0DfNgw+FUZmxIIDbJQkSsmUHzoklKs5JmVA7gW1ZzR6OFXjOjOHvdqNSfv5JZ/mfyrfxKuWuxZkYti2Vw+3z4ejyad6Oov/47U8A/+zYJoO3LxdiwO5wZi08Qm5BOxM0UBn33J0kpRtLSlaPHlnWLKvlH7uDs5XgSk42s3nKR5RsuKPnTzSSlKidhHm6O68rdTfnuk3P5nFsfVw0FPHO+qqdtBQ0bztqYsddKbKqNiEQbg9ZZScqAtFvnhS2f0aLRQK9VVs5G20hMt7H6hJXlx5R6k+Z4/ojRYuPng1aaltFQxPfpfaTXbWrfB6md2te/5Jf8D5Vf2uA8bYPvZgitimej3qQd/h1zxEm0rl5Y73ip/G3W9GQ0LkoHwr3KaG+VyY57vQ9wLl2H5HUTHupl82r/DlS/DUh+yS/n8ZI/D88BfNy093zcd9tqrmw4lsGMrSnEJluJiLMwaEkiSel3/BZR2VU5l/wlgbM3zCSmWVl9KI3lB5ROpDSjDZvNxunrZi5HW6hf1pnpnXz5oJ47aw+n88GseKzWh3temdyRogJms5lVq1bx4osv4uHhAcBLL72Eu7s7CxcupEmTJg7lV6xYASgdComJiWzZsoX+/fsDSgfM4+Lr60tCQoLDMH9/f3segA4dOmAyOf5KMn36dAIDAx2GRUZG0qFDh1zl+PHHH9m8eTPjx4+nePHi9yz72muvsW7dOgYNGsSaNWtyNb9HrftrJbFYbExceJqxv5zCoNfQrkFh6lcL5NxV5YfKEoU8mfr5cwyeepQWvbcDUK64Nz1eL8XwH0/g4vxofrTMVf5X8mOx2pi4/CZjl9zEoIN2L/pSv7In5yKUNxOXCHZmaq9CDJ5znRaDlIPecqEu9GgdwPB5N3BxcuzjrVjMlZ8/K8Lp8AwmLr9J53FX+PnTImg0j/5HNVn/sv6f6vxNfZT6syaOsSvjlPpT05P6Fd04d13Zd5cIcmLqB4EMXhBNi+HKYxbKFXKiRzMfhi+JxcVJg81mY+Av0bxY1pVGld3/vfxqr/9vVVDqzy9HGDvnbwx6Le0aFaf+8yGcu6K0ryUKezN1yIsMnrSPFh/9puQv4UePtysy/IcDuDjrMZos95oNj+Ade9nnr6nFYrUycZeVsTvAoIV2FTXUL6HhXIxywFrCX8PU1loGr7fSYo6Ss1wg9KilZfhmKy53HZmuO2MjKgXer/Zg1/7o9Y/+WiGdTuvw3/+i/9I+6Gn8Dv5L61/yS/5/Pb+0wf9aG+xUvAb5PlqIOeYy8XO7KQM199gv3r4D5X7K3MX9pS54vzqC1P3LSN70fS4T3x81fQfZ5lf7NiD5Jf/D5Fd7Gyb58zQ/QPcG7so2sD6Zsb8nK9tAdVfql3Xm3E1lv14iUM/Ud30YvCyRFuOVu2XKBevp8bIHw1cl4WLQYLPB9+/44OeupWQB5eSyWjEn8ntq6b8wkZ1njLxQxjnXOaUjRQW2bt1KdHQ0GzZsoGzZsvbhFouFvXv3cvHiRYdHZhUpUsTh8xUrVuTvv/9m1qxZj7UjpUqVKkybNo3Dhw/z7LPPAsqL4u/Mo9dnrXIFCxYkJMTx+aU6Xe424AMHDjB+/Hg6duxI06ZN7+szX3/9NS1atGDkyJG5muejptdp6duhDN1fK0l4ZCoBfi54uRt4e9Aeh9vvalfKz6Zpdbl2U+l5DQl0Y+kmpSfZxyPnKx0eN71OQ992gXR/JT/hN00E+OrxctPx9shLeN9xVXrt8h5s+rYE16KVH2dD8juxdHscoFw1f6fCAU4UDnCiWml3PFy1fDYzgv1nUqlW+tH/QCvrX9b/w1B/fg19W/nRvakP4dFmArx1Sv0Zfx1v98wD89rPuLJpWAjXYpQr+kL8DSzdo1zh6OOmZd72JE5HGFn1eUHMtx7pdPsCRrPFhlYD2sdwFvtE1P/3KtH9rQqE30gmwM8VLw8n3v5kA96emQd7tasEsWlWS65FKo8FCCngwdL155X8nk6kZSjfS8pdt3ck37pC09Pd8Zmyjyy/VkPfF3R0r2kjPB4CPMDLRcPbC80Oj+uqHaplUxcN125dexHio2HpUeUHHJ+7bp5df8ZGyXxQJuDB6ouv7+PrwPPy+u/epfFf2gc9jd/Bf2n954bkl/wPQ9rgf6cNdq3aGt93pmC+eZ7oia9iTVHWnTUtEa2LR5byWhdPTPHKhS+2tER0XgHZlrGm3fVsTo0GrzZf4vlyd1L3LSZuTteHyn0/1PId5Jxf7duA5Jf8D5Nf7W2Y5M/L/HBrG2jiSfcGHoTHWgjw0uLlquXtabF4u2aeC9Yu5cymT/25FqecP4b46Vj6l7I8Pm5atFoNNYpn3c+/eKvz5NR1s3SkPOmWLl2Kr68vc+bMcXhsVnh4OB999BGLFi3i008/vec0bDbl9qbHqXbt2pQsWZIxY8Ywa9asLO9uSUhIICUl67MgH5XY2Fj69OlDhQoV+OSTT+77cwULFuSzzz5j0KBBFCpUiKCg3D838lHYeywGo8lKncr5KVFIucXabLFy5nIiresWAiAiKo3dh6No+WIIIYGZt0cfv5CAt4eB4IC8+4Fh76kUjCYbdSp4UCJY2TmZLTbOXE2ndW0fACJiTOw+nkzLmj6E5M/cwR2/nI63u45gfwOxiWa2H02mTgUP8nll7qrKFlF+ZbsZ/2hui8+SX9a/rP+HoPr8Z9IwmqFOWVdKBCl1w2yxcSbCROvnlZPziFgzu0+l0bK6ByH+mfv54+FGvN20BOfTs+5QCnHJVup8fjXLPMr3uky3Jt70aOb76POrvf4ficRoslCnakFKFPa+ld/KmUvxtG5QTMl/M4Xdh27Qsl4oIQUyfzA5fj4Wb08nggPdMZqs6LQa+/PCb7sSofx/sUKOzwx/ZPmvWDFaoE5RLSX8lWFmq40zUdC6vHLwG5FoY/dlGy3LagjxyTwgPh6pvIQ++I4nDpgsNnZetNG5+oPffRAX9+iPN3Q6LV5eriQmpmGxZH/l7sN4FB0P/6V90NP4HfyX1n9uSH7J/zCkDX78bbDHy93xaj0M45mdxEzrgC09s/PDHHkOff5ijh/QaNH5Fybt79UAmCLP4Vy2Hmg0Do/o0gcUw3zjTObndAb83p+Ja5WWJG2YROLSwbnO/CDU8B3cM7/atwHJL/kfJr/a2zDJn6f5AfaeN2I026hT2pkSgUrdNVtsnLlhpnVVJVtEnIXdZ420rOJCiF9mx+Hxaya83TQE+2qJTLSw7WQGtUs5U9A3s0y6SWn3/Nwf7s72/+Z98U+py5cvs337dod/+/btY/v27bRv354yZcpQqlQp+7/69etTvXp1li1bhtGY+aKeqKgo+7/w8HBmzJjBn3/+ScuWLR9rfp1Ox3fffUd4eDivvfYav/32G1euXOH8+fP89NNPNG/eHJPJRMWKFR/L/Pv160d6ejpffPEF8fHxDushKiqKpKSsz4O9rV27dtSuXZvw8PDHku1BrNtzncFTj2AyZ/5AsHTTVRJTzNT/P3t3Hm9D/T9w/DVz1rsvrmvflytkKzspJEQlkRYUSinR4hclpUIJFSWlRUqLPVLZv7ZkiSzJvu9338+555yZ3x/DuY57r7j4Mr7v5+NxH46Zz5l5z+d8Zj6fmc/MZxoaQ6AlproZOnFbwIuf4pNdLFh1nJb1i12VRzUv1sINaQybchyPN7dxPmtVCmlZGq3qGgf0xDQvQ786wbp/ci+yxKd6WbAujZZ1Q1EUBZdHZ/Dnx5m5MiVg+Wv+Nr4TV/rqvPNH8l/y/3KYPv6/shj2fQIe3znlZ20GadkarWoZja3EdB9Dv0tk3W6XP018mpcFGzNpeXMwiqIw/KEYZgwqEfB3e80gioZbmDGoBF2bFjwO92XFb/byv+YwwyasDyw/i/aTlumhVWPjyc3EVBdDx68LeElrfFI2C1YcomXD0iiKgsNu4daasSz6/UjATRSL1hwhLMRGrapFrk78u3WGLdICy882nTQ3tKpsNDkTs2DoQo11h3PTxGfqLNip07KSElD+dydAthfqlbr0WLxe7Yr/nb1w7/Nd+WV7vVemU+B6Ogb9L/4G11P+F4bEL/FfDqmDr24dHNz8MSI6v0X2n3NJmPBAQCcKgHvHMuxVmqCG5i7fUb0lqjMM947lZ9IsRw0Kx1G9lT+NGloEe+XGuM6kAYjqORFnnQ6kTB/yX+tEgev/N/jX+M2+D0j8Ev/lxG/2Okziv6bxAyzc5mLYrLTAc8mN2aRl67SqYXQuJmZqDJ2VFvCy+vh0Hwu2uGh5kwNFUfD5YNjsdH5clx2w/F+3uLCocEuFy3vyRp5IuY7Mnz+f+fPnB0wLDg5G13UeeuihfL/z+OOP8/TTT/Prr7/6pzVr1sz/2eFwUK5cOV5++WV69ux5dQI/R6VKlZg3bx5Tp05l0qRJHD16FE3TKF++PJ07d+bhhx8mNjbv48RXwpo1awC4//77853fqVMn3nnnnQK/f3aIr2utW5tyzFh8hCETttC5VRl2Hkxj3Lc7ad+0BA1qGI2+mpUiqFctiuGfbWNQj5uwWhQ+mLYLq0Whf7eq1zb+O6KYsTKFIV8co3PzSHYecTNuxinaNwinQTXjTs+a5Z3UqxLE8G9OMKhrMayqwgezT2O1QP/7jPJRsoiNzs0jmTgvHqvFuINi4+4sJi9I5IHmkf67NK54/JL/gOT//2z8zcKY8Xs6Q75JoHPjUHYezWHcvGTa1wumQRWj0V2zrJ16FR0M/zGRQfdFGfHPTzbKz92RAFQslrdxEhmiYrPCzeWuTtmBG6D8t6vCjN/2MeT9tXS+sxI7DyQzbsoW2t9WlgY3Gw3gmpWjqVe9KMM/3sCg3nWxqioffLMFq0Wl/yM3+5f1dLcaPP7qMgaOWk3nNpXY/E88X8z+hxcfq0PQ+S8iuVLx11aZsc3HkN80OtdU2BkP41ZqtI9TaFDGaJjXLGZ0jAxfojGoBVhV+GCVhlU13pNyrt3xRiO6UhF5yfzFMvsxyOzMnv8Sv8R/WfFLHexf1pWug9XwWCK6jMCbcIjM/0zGVrZ2wHxf/AEyV35JyB1PUmTAHNIXvIsaEk3E/cNxbV9Mzv71AOTs/R33rlVE9/qM1Nmvo2UmEd5hMHp2KpkrvwDAWbsdwQ0eIHvLL+Qc2Iitwq0B6/Ic2QreHK6G6/k3uKj4zb4PSPwS/+XEb/Y6TOK/pvEDdGsUzIz12QyZnkbn+k52Hvcy7rcM2tdy0KCi8QRWzVJW6pW3MXxuOoPa68a55MIMrKpC/zuNpxRLRlm4/1YnX67MxGmDOuVs/HnAw6fLM3mkcTAVil5eHSAdKdeJZcuWFep7LVu2ZNeuXf7/F9SJcDm++eabfKeXLl06YN1nhYeH8+yzz/Lss89ecLkNGzbM9/sXWjZA//796d+/f57pBaU/X0F5XaJECTZu3HhRy7iaqpYLY9IrtzJu2i6eHrmBmCgHfTtXpm/nyv40iqIw/v9uYdRXO3h90jZ0HRrWLML4l+MoWfTaPo5XtbSTSQPLMG7maZ7+8AgxEVb6dihK3w4x/jSKojD+mTKM+v4kr399woj/pmDGP1uakkVyL8C+3qMEZYramL4iheOJHkpEW3muU1F6tb06dxGB5L/k/+Uxffwl7UzqW4xx85J5etJpYsIt9L0rkr535Y63pCgK4/vEMmpWEq//kGjEX9XJ+D6xlIy+ts0K05f/8pFMeqMF46Zs4ek3VxAT6aTvgzXo27VGYPyvNGPU5E28/tEGdF2nYa1ijH+1NiVjc4clalS7OONfac6Eadt45q2VFCsSxKBedel1/01XL/6iCpM6qYxbpfH0HJ2YEOjbSKVvw9yOEEVRGH+PhVHLNV5frBn5X0ZhfHOVkuGBHSaJWca/EVfnxrkbktmPQWZn9vyX+CX+yyF18NWrg50170S1B6PGlKPooF/zzE/+uh9Za78n4f17iOgykqhen6G7Msj+8ydSZ70WkDbx0+5EPDCCiPvfBFUlZ986kiY/jp5lvLgsqK4xikVQ7fYE1c77ztGTr9bCl3h1RnG4nn+Di4rf7PuAxC/xX078Zq/DJP5rGL2hanErkx6LZNxvGTw9JYWYMAt97wihb8vcY7uiKIx/NIJRP2fw+uw0dKBhRTvju4cGDOP1RqdwykRb+GmTi0+WZVI8wsJzbULpfVtwPmu+NIp+tV+cIcT/KP3vF651CJdMqTHO/1n/vdM1jKTwlCZz/J/lN/jvu6Hy3+zxL77rGkZSOMqdC/2fTV/+9w6/hpEUjlL5df9nfXKNC6S8PilP/O3/HB9f8HCehWW1qkRFhZCcnHnFhuI6V9GiuUPemfH4A4HHIPkN/vtuqDpM4v+vu6HaoCavg489deXfI3e1lZqU7P9s9vw3Y/mH8/YBE26DxH9tyXn8tXVDxT/3tmsYSeEo96286LTyRMr/mMmTJzNx4sQLpnnllVfo0qXLfykiIYQQQgghhBBCCCGEEOL6JR0p/2O6du1KmzZtLpimSJGr97ifEEIIIYQQQgghhBBCCGEm0pHyPyYiIoKIiIh/TyiEEEIIIYQQQgghhBBCCNRrHYAQQgghhBBCCCGEEEIIIcT1SjpShBBCCCGEEEIIIYQQQgghCiAdKUIIIYQQQgghhBBCCCGEEAWQjhQhhBBCCCGEEEIIIYQQQogCSEeKEEIIIYQQQgghhBBCCCFEAaQjRQghhBBCCCGEEEIIIYQQogDSkSKEEEIIIYQQQgghhBBCCFEA6UgRQgghhBBCCCGEEEIIIYQogHSkCCGEEEIIIYQQQgghhBBCFEDRdV2/1kEIIYQQQgghhBBCCCGEEEJcj+SJFCGEEEIIIYQQQgghhBBCiAJIR4oQQgghhBBCCCGEEEIIIUQBrNc6ACFuVDnvV77WIVwy+/N7/Z//7uq8hpEUXo3pLv9n/fdO1zCSwlGazPF/PvZU1DWMpHBKTUr2fzb7PmD2/Ncn17iGkRSO8sTf/s8JA4tew0gKJ+aDeP9ns5d/s8dvxjrM7PUXBNZhqa+UvIaRFE7EyOP+z1kjyl3DSAon+NVD/s9mrwPMvg+bPX6z18Gmb8OZsA449/hv9vJvxjYQBLaDzF4H7+sZeg0jKZxKX2f4P5v9GGrGfeBGOo8xe/k3ex32b+SJFCGEEEIIIYQQQgghhBBCiAJIR4oQQgghhBBCCCGEEEIIIUQBpCNFCCGEEEIIIYQQQgghhBCiANKRIoQQQgghhBBCCCGEEEIIUQDpSBFCCCGEEEIIIYQQQgghhCiAdKQIIYQQQgghhBBCCCGEEEIUQDpShBBCCCGEEEIIIYQQQgghCiAdKUIIIYQQQgghhBBCCCGEEAWQjhQhhBBCCCGEEEIIIYQQQogCWK91AEL8Twstjq37L3jnP41+dJ1/slLhDiyNnkWJqQbZyWh7fsX3+/vgycr9bkgxLLe9jFr+NlCs6Cc24/t9LPqp7QGrUGs+iFrvMZTwUpB2HN+Wb9G2fFu4eBWFqNa9iW7TF1uxCvhS40nfOJ/T099Cy04HwF6sIsUfe4/gak3RfV7S/pjNqWmv+ucDqI4Qij06grCG96E6Q8nasZqTXw8i58SefFerOkOpNOZPMnes5PjEJwoXez5OJnnoOHQfHz1XhobVQvzTl/+VzsR58ew64iYqzELb+uE81ymWEGdu3/OpZA+jfzzF6u0ZeH1Qp1IQAzvHcnOFIH8aTdP5amEi0/+TwslkD+WL2+nTLoaOjSMKH7SiENzsMUJb9MYSUw4tPQHX1l9Im/8OusvIY0vRCkR0GYmjcmN0zUv2nz+RNucN/3wAxRFCeKc3CKrbEcURQs7etaTOeAXvqb25aZxhhN09iKA6HVDDY/ElHCJz5ZdkrvwSdL3w23CW2co/3FD5fzJdp+MUHx/dq9KwbG7ZXr5PY+JajV3xEBUEbeMUnmuqEmJX/GlOpeuMXqGx+qCOV4M6JRUGNlO5ubiRZt1hjZ7TtQLX/WwTlWebFOJeDkXB2bgHzmaPYylSHi09npztv5H167vo7gwA1JgKhN73FtZKjcDnxb1lHlnz3vTPB8AeQkjHYThqd0BxhODZt5bMuUPxnd6X72rtNdoQ/sQ0EgYWvfSYC2LG8m/2+KUO86e5lnWYvf6j2Bv2RI0uh56ZgGfHQlxLx8DZfTi6PM67h2Mt3wBd8+HZPh/XbyP88wGwB+NsOxRbjfYo9hC8B//AteANtITAfdjepDf2xr1Qw4ujnd6La/G7eHcvK3z8525KWHGcTy7CPeNJtMN/+KerlVtiaz4ANbYaelYyvn8W4FkxNmAfUMKKYWv5KpZKLUC1oB3dhGfFe2gntp27BqwNn8Ba7xGU8OLoKUfx/jkV78avr0j8Zq0DTL0P3wDxm7oOvoHacGDCOsDs5f98Jm0HmboOVhTCb+9FeKsnsBUtjy8tnszNC0iaPcK/j1pjKxLz8Ds4qzYBzUfGhjkk/vhann24SNe3CLn1XlRnCNm71pD43WA8J3PLkBocSXSXNwipezdqUBiufRtJmjEM94FNlxW/qY+h5zJj+Td7/GYv/+cxXR12jiv+RErLli2ZMGFCvvPWrVtHXFwcR48ezTPv/fffJy4ujq+/zntycPZ75/7Vq1eP7t2789dffwWk7d69O4MHD76oeM6P6ejRo3nWc/7f2WWdv9yWLVsW+J26desGrHPevHl07dqVOnXqULduXTp37swPP/xQYIwXkpCQwHvvvUe7du2oU6cO9erVo1u3bkyfPh39nEZafnlYrVo1f/q1a9fmWfapU6cYPnw4LVu2pGbNmtx222288MIL/P333/40O3fuJC4ujhUrVgR8d+XKlcTFxdG9e/c8y23Tpg3Dhw+ne/fuF8zrli1bAjB48OB8lwMwYcIEfzrgopY3YcIE4uLiWLYsbyV+oTJ6xYWWwHb/FBRneMBkpdKdWO/9FHKy8C54Du+Kt1HKNMLaeSooFiORPRTbgz+glm2Kb837eH9+Bj3tCNYu36MUq+VfllqzK9Y7R6Af/h3vT33Rdv+C5Y5hqPV6FyrkmHtepESvD0jf9BtH3utKwvz3ibjtEcq8aJRfNTiCcq8vxBIRy7GP+3D6+2FENOlC6eenBSyn1ICvCW90P6envcaxj3pjiy5J+dcXooZE5rve4j3fwx5brlAxF+REoofeYw+Rnh14or/4zzT6jT9CsEPlg36lGfJQcf74J5PH3zuI12fsU+lZPh4eeZC1OzIZcH8s458tTemidrq/c5Ct+7P9yxo/J54PZp2m822RTBpYhsbVQxj02TF+/iO10HGHthlAZLfRuLYvImnSo2Qs+Yjght2I7mscO5WgcGKen4clvCjJXz9N2tw3Cb71fqKf+DJgOVG9JhNU717S5g4necrTWCJLEPP8PJTg3Iolus+XBDd+mIwlE0ma+DCurb8R8eC7hLV7sdDx526I+co/3Dj5fyJNp/cMH+nuwOmL92j0m6MRbFP4oKPKkDtU/jis8/h0H17tTPl36zz8vY+1h3QGNFUZf49K6Qjo/oOPrSeMNDWKKfzwsCXPX+OyCqF2uLuacn5IFyWoZX9COr9Dzo4lpH3Rg+zlE3HU70pYr68AI/8jnpmNElaUjGnPkvnz2zjqdiLssS8ClhPWYxKOOh3J/Pkt0qc9gxpRnPBn5qIE5W1Y2So3IbT7p4WKt0AmLf9mj1/qsGtfhzmaP4Oz4wg8u5aS+W0v3KsmYav3AMEPf24kcIYT0mcGSmgMWTMH4lo4Enutewl+KHAfDH5wIraaHXAtHEnWzOdQw4sT0mcGOHP3YXvTJ3G2ex3PphlkTeuDlnyI4O5TsJRrUOj4z1LCSuB46FsUZ+AxwxJ3F46uX0BOFjmzn8Gz+E0s5ZvgeOS73H3AEYajxywsFZriWTEG96yn0FKP4Og+A7Vkbf+ybK2HYm/9Kr4Dq3BP74N3w1fYmg/E1mroZcdv1jrA7Puw2eM3ex18o7ThwJx1gNnLfwCTtoPMXgdHtn+emO5jydryGyc/7EbKr+MJa/oQxfsbZUQNjqDk4AVYImI5PbkviTNeJ7RhZ4o/MzVgOcWe/pLQBp1ImjGM0589iTWqJCUH/4IaHGkkUBSKD/yRkLrtSZwxjJMTHgGfh5KDf8FWrFKh4zf7MdTPpOXf7PGbvfyfy4x12LmuiydSNE1j7ty5VKhQgR9//JGePXvmm27GjBmUKFECTdNITU3l22+/pXfv3vz666/ExsZedhwlSpRg9erV/v9/+eWX/PLLL8ycOdM/LTg4uMDv9+rVi169euWZrqq5/VUzZ85kxIgRvPrqq9xyyy3ous6aNWt4++23SUhI4Nlnn73oePfs2cPjjz9OqVKlePHFF4mLi8Pj8bBmzRree+89tm3bxltvvRXwnbN5CEa+Hzt2jHHjxtG3b19+/fVXSpUqBcA///zD448/TqVKlRg+fDgVK1bk1KlTTJs2jQcffJBRo0bRsWNH4uLiiI6OZvPmzbRo0cK/nlWrVlGiRAk2b95MZmYmISFGD+Pp06c5dOgQ//d//8eAAQPweDwAnDhxgi5dujBhwgR/x5PFYrnovDjr3N/vrM2bNzNw4EDuvPPOgOnDhg3jlltuISLi8nskL42CWr0TltsGA3lPJC2Nn0NP2od3Ti/QjPzxHtuA7fFlqDUeQNv+I2qNLigRZfD82BX9uNEr7Du8BiUoGsvtr+L98UEAI/2xDfj+Y5QD35G1EFUBS51H0TZ9kWfdFw5bIebeF0le8jmnv38NgMxty/ClJ1Hm+W9xVqxHaK1WWEOj2f9yI3zpiQB4Eo9S7pV5BMU1JnvXWoKqNCT81g4cGnkPGX8tAiDrnzVU+Xgn0W36kjDn3YDVhta9i/DGnfFlplxavAXQNJ25v6cy+sdT+d4Q9tFP8VQq4WDyi+WwW43f59aqwbR5eQ+zV6fQtUUUs1alcCzBw3evlKdeFeOY0LRGKMkZXkZ9f5LvX61Atltj6uJEut9ZhCfvjgGgcfVQ/j7o4pslSXRoVIhypyiEtRlA5qoppM19EwD3zhVoGUlEP/EltrJ1cNx0B2pIFPEjWqBlJgHgSz5OTP8Z2Cs1JGffOuwV6hNUux0JE7rg/nsJADl711Ls7b8IadGHjF/HYitTC2fN1iR+9hiuTT8Z69q1EiU4ktA2z5H+y5hLj9/YCHOWf7gh8l/Tdeb+bdxJnG/5/12jUhGY/ICK3XKm/JdWaPO5j9nbdbrWUpi1TedYGnz3kIV6pYw0TctDcpaPUct9fP+wlVCHQp2Sgctetldj7WGdDzqqVIguxEU0RSGoVX9cv08l6+e3AfDsXomWlUx4z8lYy9TGFnc7anAUKWNaoZ/Jfy31BBF9f8BaoQHeA+uxlr8VR822pH7aDc8/S43l7PuD6GF/4mzWi+zF7xurc4QQ1GoAQa36o7vSLj3e/DfCvOXf7PFLHXZd1GGOFv3I2fAt7kWjAPDtW4WelUzwQ5OwlKqFtfJtKMFRZH10F3qWsQ/raScIeWwalrL18R3egKXMLdhuakPmlEfw7l4OQObBdYS9tA5Ho564/zMerE6cLQeSs/pT3Ms/AMC7ezkhT83D0fIFsr7qdunxGxuBpVZn7K1eJb99wNZ8IHrCXtzf9/DvA74j6wnqtxJL7S74/voBa+2uqJFlcH3dGe3oRgC0A6tRgqKxtR6Ge2pnCIrCWv8xvJu/x/Pb0DNpVqGlHcfR5XO8f32Pnpj/nacXYvY6wNT78A0Qv6nr4BugDQcmrgPMXv5zN8TU7SBT18GKQuTdz5O2/EuSZrwBQPaO/+DLSKL4M1/jKF+XoJotsYRGc3RYM7QMowz5ko9R4sU5OKs0wrXnDxyVGhBS925OjO1E1tbFxnJ2/065MdsJb/UEKfPfw1m1KUFxTTkxrjNZWxYC4Nr9O+U/OkTYbd3967/U+E19DDWWat7yb/b4zV7+zzBtHXae6+IdKatXr+bkyZMMGjSIffv2sWHDhnzTRUdHU7RoUYoVK0bVqlV57bXX0DSNRYsWXZE4LBYLRYsW9f8FBwfnmXa2QyA/wcHBAWnP/hUpUsSf5rvvvqNz58488MADVKhQgYoVK9K9e3cee+wxpk6dWuCyz6dpGi+99BIlS5bk22+/pXXr1pQpU8a/vHHjxjF9+nT27t0b8L2zeXg2H+vVq8fo0aNxu90sXWociL1eLwMGDODmm29m6tSpNG/enFKlSlGvXj3Gjh1L9+7dee211zhy5AiKotCoUSM2bQp8xGv16tU8/vjjqKoa8LTLxo0bsVqtNGrUiMjISH8s0dHRAEREROSZdinOz3uv18vrr79OrVq1eOmll/zpIiIiyMnJ4e23377kdVwupWg1LK3eQtsxF+9vL+WdH10J/eAq/8EbgKxE9KR9qBVuN9IUqYTuSvEfvM/SjvyBWvIWcJzpXbc4Ah/DBXClgDPqkuNWg8JJWfUdKat/DJjuPr4LMB7FDq19J5k71/gbvwAZW5bgy0ojrG5bAELr3InPlUHGliX+NL70BLJ2rPKn8a8zJJKSfSdyator+DIvv+cYYNdRN298fYJ7m0Qw+omSeebvP+6mac0Q/4EbICbCSsUSDlZsMfJy3wk3ESGq/8B9VsNqIWzem01qpg+7TeH7VyvweNsiAWlsVoUcT+Ee6VecYWSt+5HsDTMDpp99DNNatALOGi3J2bvWfwII4N6xDC07DWdNozPRUaMlmisD947cp7K0jERy9vzuTwOQuXIK7p2BT5t5T+1GdYahhhXu0WCzln+4MfJ/Vzy8sVjj3uoKo9vnbQLsT4Sm5RX/BTSAmBCFitGwYr9Rbvcl6UQ48V9AO6thWYXNxyHVlbd8uzw6by/VaFFRoW1c4ZoeijMM98YZuDfNCpjuO2XkvxpTAXu1O/DsX+c/+QDw7FyO5krHflNrAOzV7kB3Z+LZudyfRs9MxLP3d38aAEejR3E2fpTMWS/jWvV5oWLOsw0mLv9mj1/qsGtfh+EII2fzLDx/zQmY7Is32qpqdHmsVW7He3Cd/wIOgHfPCnRXOtY448lia9Xb0d2ZePfkHh/1zCS8B9ZijWsFgKVMXZSgSDw7fg1Yl+fvX7FWbAJWZ6E2QSl2E/Z2I/Bum4173vN558dUxrd/ZeA+kJmAlrAXS2UjfjWmMnp2ir8T5Szt0FosZW4FZzhqdEUU1Ypvz5I8aRTVgqViCwrDzHWA2fdhs8dv9jr4RmjDgXnrALOX/7PM3A4yex2sBoWTvuYHMv6YHrjME0YZssZWJLhma1y7fvdfRAbI2rYULTuN4Fp3ARB8c2s0VwZZ25b602jpCWTvXE1w7TYAuA9s4uibLcnanptG9+YAOoqtkO0Hkx9DweTl3+Txm738n2XWOux810VHyuzZs6latSotW7akRIkSFz3MldVqxW63X+XorixVVdm8eTOpqYGV+ZNPPsmPP/5YwLfyWrduHTt37mTQoEHYbLY885s3b85vv/1G5cqV/3VZDocDMPITYMWKFRw6dIiBAwfm+1TIgAEDUBTFH2/jxo3Ztm0bXq8XgGPHjrF//35atWpF/fr1A54S2bhxI7Vq1SI0NPSit7WwPB4Pzz9vnOR++OGHAfkUGhrKK6+8wrx58/wdSP8tetpxPF+1wrdyJHhdeRNkJ6OEn3dQUa0oYSUhoow/DbaQ3AP1GUpE2TP/Gum0v6aglG+OWu1esIeilGuOWr0T2j9zLzluLSuVk1+9SPauwGHgwuvfA4D76A4cpeLyjk+ra3hOH8ResgoAjlJxeE4dAD3wMb6ck/v8ac4q0et93Ed3kbz4ylT+ACWibSx6tzJDHiqO05H3EBgZZuV4oidgmsercyLJw5H4HACiQi1kujRSM30B6Q6fNuYfjc/BoirElXFSNMKKruskpHr5bEECa3dk8lDLwlWgenYaqdMHk7NvXcD0oDrtjThP7MRavCreU+fdpapr+BIPYy1mHA+sxaviSziU5zfwxu/3p/Ec2UrKd8+jZ6UErqv23fjS4tEyEgq3DSYt/3Bj5H+JMFjUx8KQOyw483kmNTIIjp9305LHp3MiHY6kGI2OqCDIzMl7sezwmflH8zlXnbpJ51QGvHJH4ZsdenYambNfwXtgfcB0+83tAPCd2ImlWBV88XnzX0s8hCXWyFtLsar4Eg/myX9fwgEssbmPK+dsX0jSm7fg+v3ib3L4120wcfk3e/xSh137OgxXGq6fX8N3OPCGKVt14+KX7/Qu1NgqaAn7A7+na2jJh7EUNfZPtWgVtKS8x1At6SBqjJHGEmv8FucvS0s8gGKxohYp3DAveuoxXBNb4FnyFniy887PSkaJKBU4UbWihpdEjSx7Jk0S2EPg/CElooyYlMiy6NnGRRQlonT+aaLKFip+M9cBZt+HzR6/2evgG6ENB+atA8xe/v3hmLgdZPY6WMtKJXHaIFx7/giYHnJLRwA8x/7BVjKOnJOBNxKja3jiD2ErYcRkLxmHJ/5gnvg9p/djL17V+EpOFu5968HnBdWCrVglYp+cDCikr/rmkmMH8x9DweTl3+Txm738n2XWOux817wjJSUlhaVLl9K2bVsURaFdu3YsXLiQpKSkC37P7XYzefJkNE2jTZs2/6VoL1+fPn3YsWMHt912G08++SSfffYZW7duJSwsjAoVKlz0ctavX4/D4eCWW24pMM3FLC8+Pp4333yT0NBQWrUy7iDYvHkzwcHBVK9ePd/vOJ1O6tWrx59//gkYHSlZWVns3LkTMJ5GKV++PKVLl6Zp06Z5OlKaNm160dt5Od577z22bNnCuHHjKFasWJ759913Hy1btuT1118nJSXlvxITAO5UyDhZ4Gzt75moVdqi3vokBEVDWAksd44CRxiKzeh19f3zE+g61g4foRSpAo4w1Gr3oNbobCzEZrxkSdv5M9o/c7G2G4v9mb+w3f8V+vFN+FZcmSdxgirXJ+a+l0jb+DPuIztQgyPQstLzpPO5MrAEGZWNGhyBLztvGi07AzU4t0IKq38PYbd24Pikp65IrGdFhlooHp238/Gszs0iWfxnOpMXJJCU5uV4ooehXx0nPUsj221UOPc0jkRRFAZ8fIQ9x1ykZfmYvzaVOatTAMjOCayYFqxLo9nA3YybeZrbaoVyzxV4wdVZtvK3EHbXQLK3/Ir3+D+oQeFornzy15WB4gwDuGAa9Uya/IS07IsjrjkZCz8o/Isyb6DyD+bL/8ggheJhBQ+p0vlmhcV7dCav00jK0jmepjN0oUa6G7LPtGnuuUlFUWDAPI09CTppLp35OzTmbDdiyg5s+5Dj0/lmk0b7agrlogo3Ln5BrOXqEdzqOdzbf8N3cieKMzzgZXpn6e5MFKfRgW+kycgnTe5vBKAlHsz3QullMXv5N3v855E67NrXYZbSdXG0eAbPP4vQTu1CcYShu/Pfh3EY+6fiDAt86ao/TQaK48x+fuYE9/xl6e7MM/MLPtZekCsVPb3gfcC3ZTrWau2wNn4KgqNRwktiv3s0OMPAbuwD3u1zQddw3D8JJaYKOMKx1LgPa60uRmy2IPSkA/gOr8d22/NY4u4y9qFiNbDfPRrd6/LvT5fqRqsDzLgP30jxm64OPo/Z2nBwY9UBpiz/N1g7yHR18HkcFW8l8u4XyNy8gJxjO1CD8j8Gaa501KBz9uHsvENd6a4Mf5pzxfR4n7KjtxDWuCspP48l58jfedIUlumOoWYv/2aP/zxmLP83Sh12zd+R8vPPP5OTk8Pdd98NwN13382XX37J7Nmz6dOnT0DaDh06oCgKuq7jcrnQdZ2XXnrpirwf5Ur49NNP+fLLL/NM79Gjh//JiLZt21K8eHGmTp3KmjVr/C9pL1++PCNHjrxgx8i5EhMTiYiICHj/yqlTp2jbNvCR1r59+/LUU7kNiLN5CODzGT149evXZ9q0af7OhtTUVMLDw/3p8hMZGel/IXuZMmUoXbo0mzZtombNmqxatYpmzZoB0KxZM959910OHjxIdHQ0e/bsYfjw4Re1jefauHGj/90p5/J4PPn+/osWLeLrr79m4MCBNG7cuMDlvvnmm3To0IG33nqLsWPHXnJcV4Nv7XhQrViaDMTa/P/QfTlo26aj7VuCUuTME0ZJe/H+9CTW1m9j62E8Mqud2oZv7QdY73jdX2la75mEUuoWvCvfQT+5FSUmDkvj/ljvnoB3/tOXFWdQXGPKvTybnNMHOT7xSWOiWnDfrH6m11tRLtB/qxlpLGExlHzyI059OwRPwuHLivNSPXtfUXyazvg5pxk78zQ2C3RpEUWrumHsPW68lbVyKQefDCjDsCkn6DjUuNOmRnkn/TvFMmLaSZz2wG2sVTGIbwaXY9cRN+PnnKbPuMN883K5C+5jF8NeqSFF+v2AN/EQKVOfMSZeKH/P3nlwMWnOE3L7E0Q8MJKsjbPJWDqxkBH/O7OUf7gx8//ZJio+TWP8Go2xq8CmQpdaCq0qK+xNNE78K8cofNJJZdgijY5TjHqkRjHo31RlxDItz13OC3frxGdC7/pX9t4Na4UGhD8xDV/SYTK+e86YeMG8PXPh4kL7XQH5/99ipvJv9vilDrv2dZilbH1Cen6NlnyE7Jlnhsm6UsfQf4vtKu3rnpXvG3fvtXgRe8sh6L4cvJt/wLd7MWqMcTegnrAH9/Te2NuPIqivMTyN78RWPCvHYb9rOPqZfcA9+2ns7UbieOAz43vZqeQsG4nttuf9aa40M9UBZt+HzR6/2evgG7ENB+apA8xe/gtipnaQ2etgZ5VGFH9+Bt74Q5ye/PSZ0P69fFywnGl540pfMYWMP2YQXKsNUZ1eBaud5Nlv5fPtS2P2Y2h+zFT+zR6/2ct/QcxSh13zjpRZs2ZRo0YNypcvD0DNmjUpX74806dPp3fv3gEb99lnn/kv9mdmZrJ+/XrGjDFe1vbEE0/812M/X7du3ejevXue6eHhgY991alThzp16qBpGjt37mTFihV8++23PPHEEyxevDjgnSoFiYqKyjM8WExMDHPnzvX/v3v37v6XuZ91Ng8zMjL47LPP2LJlC/369aNatWoBy87IyNvLfa60tLSAd5g0btyYTZs28fDDD7N27Vree+89AKpWrUpsbCzr1q3zv2OmVq1a/7p956tZs6b/tz7XN998w7JlywKmHT58mCFDhnD77bcHdCLlp2jRorz66qsMGjSIdu3aERZ2Ze6OuCy6D9/q9/Ct/RAiykLmKXCnY+3yHbhyf3P98Go8X94O4WeGfUg7ilrjAWOeKxWlRF3UCi3wLn4FbbsxlqJ+bD166mFsnb5AqXAH+oHl56/9ooQ3foBSz0wm5/geDo28B1+G8QSZlpWKGpR32DZLUBjepGMA+LJScUTk7fxSg8PQsoztK/HEeNxH/iF52RRQc4eXUxTF+L/my/P9K8VqUXixSzGeva8oR057iI2yEh5s4dFRB4kIzY2lWc1Qlr5XmWMJxj5WuqidWSuTAYgMCRwSr2ysnbKxdurHhRAapDL48+Ns3J1F/biC37n0b4Ju6URUz4/xnt5HwvgH0DKNdWvZaajOvL+B6gzDk3IcMB4ttoTn8xs4w/LeoaAohN//JmF3PkvW+hkkT7k6DRc/E5R/uHHz36oqvHibhWeb6BxJgdhQCHcqPPqDl4hzhkRtVl5l6RMKx878JKUjFWZtMxpfkecNnbpot06VIlAt9srdiWyvex9hD43HF7+P1E+7oWcZ+a+70vx3w51LcYaipZ44kyY93/HJFWfYFXwZYyGZpPybPX6pw659HWa7+R6CHngfLWE/mVMeQc8+sw+70/Pfhx2haGln7iJ0paGExuSTJvdOWv9dsPbQgLJ39o7Oq7av6z48y9/Fs/IDlKiy6OmnwJ2Go/t09OwUfzLtwCpcHzfzDwGhpx7BUrurMTP7TLyZCeTMfJIcRzhKWDH05EOg+bC3G2mMs30VmKUOMPs+bPb4zV4H36htODBHHWD28n9BJmkHmb0ODmnQmdgnJuE5uZcTY+7zv9dIy0rzr+NcalA4nuQT/jS2fPZhJb99GON9EQCunauwhBUhst0Akn8aZQx7VEhmP4YWyCTl3+zxm738X4gZ6jC4xkN77dy5kx07drBjxw6qV6/u/zt06BCHDh3i999/D0hfsmRJypUrR7ly5ahevTqPPfYY9913H1988cU12oJAERER/vjO/YuKMsZgO3nyJMOHD+fkSaMSUlWV6tWr8/TTTzNlyhQyMzPZsGHDhVbhV69ePdxuN1u2bPFPs1gsAes9+86Tc53Nwxo1ajBu3DgqVKjAk08+yaFDh/xpbrnlFjIyMvjnn3/yXffZ9darV88/rXHjxvz1119s2bIFt9tNw4YN/fOaNWvGhg0b2LhxI40aNcr3vSv/xul05pu3ERGBj2W53W4GDBhAREQEo0ePvqhexnvuuYfWrVv/94f4KoBSuiFKuebgy4GkveBOB8WCEhOHfvrMo3RhJVBrdAHVBmlHjT9Aia1hNITSjqKEG2N0a8f/DFi+fswoY0qRwHFkL1aRjgMpPWAqWbvXceD11nhTch+PdB/fg714pcAvKCq22PK4jxkvwso5vgdbbPk8d1PYi1Xyp4lodD8hNVtQ4/sMavyQSY0fMrHHliOyxaPU+CGT4Oq3FSr2i7FuZyartmXgsKlULuUgPNiC16ez+6iLGuWMqwPHEz3MXJmMx2cctEsXNd7V9PchFxEhFkrF2EhK8zJ3TQqJaYGVTPUzyzidUvjKJ/TOZ4nq/Tk5+zcQP+ZutLRT/nneU3uxFq0Y+AVFxRJTFu/J3QB4Tu3FUqRsnt/AGlvRnwYAi43oJ6YQduezpC+eQPKXT17dkw+u//IPN3b+rzusseqAhsOqUDlGIdyp4NV0dsdDjWJGvMfTdGZu0/BoxsWz0pHG9L9PGS8gLnXOYdnj01l9QC/0y4XzE3RHP8K6f4rn4EZSJ9yDfk7++07vwxJz3rCWiooaXQ7fqd1n0uw1xmY+L/8tMRX8L3y8VsxQ/s0ev9Rh174Oszd7iqAHJ+I7/CcZn92Pnn7aP0+L34caXT7wC4qKGl0WLd7YP30J+1Cj8h5D1SLl0U6fSXNmjHFLkcBlqdEV0L1utKSrc5eyWrYRasXbwOdGT9gD7jRQLKhFq6Gd3G5sTnhJLLUfBNWGnnoEPfWI8d3iNdGzkv3/t1TviBJbDdxpxrJ8OajFq6OoFv+yrjQz1AFm34fNHr/Z6+AbuQ0H138dYPby/2/M0A4yex0c0e45ij39Fe696zk+8i58qbn7cM7J3dhi8+7Dtphy5Bw3yofn5B5sRfMeg2zFKuI5k8ZWshphzR/Ns273oS2odieW0Og88y6W2Y+hF2KG8m/2+M1e/v/N9V6HnXVNO1JmzpyJzWbju+++Y+7cuf6/77//HpvNdlEvX9d1Hf0yxhn9b7Lb7cyYMYN58+blmXf2qZWYmLy9+/lp1qwZVapUYcyYMXmeOgFjeK7MzMwLLsNisfDOO++gqiovv/wy2plHuZo1a0bVqlUZM2aMf/ivc3366ae43W66du3qn9a4cWNOnjzJr7/+St26dQkJye3da9q0KTt27GDTpk00adLkoravsN5++2327t3L+PHj83SyXMjw4cPxer35PvXy36ZWaYu19QhQczvC1JoPoDgj0PYuBkAJLoK1zSiUMo1yvxgcgxrXAW3/UgD0JOMxN7XUrQHLV0oaw8edPVG/FFGt+1C8+zukrZ3J4REd8/RaZ25ZQnD15ljCcstxaO3WWILCyNhiDF+RsXUJluBwQmvf6U9jCYshuHozMrYaafYNbpLnz5N0nPQ/F7BvcBNc+zddcuwXa+GGNIZNOY7Hm3tcmbUqhbQsjVZ1jSeWEtO8DP3qBOv+yd3H4lO9LFiXRsu6oSiKgsujM/jz48xcmRKw/DV/G9+JK33eLZsXKbj5Y0R0fovsP+eSMOGBPHeeuHcsw16lCWpo7pNtjuotUZ1huHcsP5NmOWpQOI7qrfxp1NAi2Cs3xrUj9+6IqJ4TcdbpQMr0IaTNGlaoeC/V9Vz+4cbP/4W7dYYt0vD4zin/23TS3NCqstFkSMyCoQs11h3OTROfqbNgp07LSkpAB/buBMj2Qr3z3r1cWM4mPQi5dzg5f/1E2qcP5hkHNmfXcmyVm6CE5Oa/rdodqM5Qcnb+x0iz8z+ozjBs1Vr60yghRbBVauxPc61c7+Xf7PFLHXbt6zB7g0cJaj8Mz/b5ZE55xDhJPYd37wqsFRqjhOSepFmrtEBxhOLdYwyH692zAsUZhrXK7f40Skg01vKN/Gl8hzeiuzOx1ewQsHxbjXZ4D/xhnCRfBZab2mNv/07APmCp0xUlKALf7kVnYi2Co8No1PLnDD0bUhRr9Xvw7VmcG2vT/tia9AtYvrVBH3RXKr5DgS8bvVKu9zrA7Puw2eM3ex18o7fh4PquA8xe/i/G9d4OMnsdHH57L2K6jSRj/WyOj7kvTxnK3r6MoGrNUM8pQ8E3t0INCiNru5G3WduXogaFE3xza38aNSyGoLim/jSOCnWJ7TMJR6UGAcsPrtkSb8pJfGnxhYrf7MfQf3O9l3+zx2/28n8xruc67FxXZWivQ4cOsXLlyoBpTmdgoDk5OcyfP5+77ror4MmGszp06MD8+fOJj8/9kZKSknA4HAB4vV5Wr17NvHnz6NatW6HiadCgQQHfKJysrKyAeM8VFRVFdHQ0ffr04cMPPyQzM5O2bdsSGhrK3r17mThxIg0bNuTWW2/N9/vns1gsfPjhh/Tu3ZsHH3yQPn36ULNmTTweD6tXr+bzzz/H4/H86zBaxYoV4//+7/8YOnQo06ZNo3v37lgsFj744AN69epFz549eeqpp6hUqRLx8fFMnz6duXPnMmLECMqVK+dfTnR0NFWrVmXWrFl5htNq0qQJgwcPRlEURo8efVHbVxjz589n+vTpvPjiixQrVizf36Jo0byPQYLRgfXaa6/x4osvXrX4Lpa29TvUmg9iafMu2t8zUYrehKXZS/h2/Yx+bD0A+qntaMc2Ym01HO/Kd0HzYWn6Amg+41FEQI/fgbbnNyy3vQKOCPSTW1CKVMHS6Dm0U9vQ9y66pLisEcUo3nM0OacPkvTbJJwVA99Zk3NyP0mLPiO63dOUe20B8TNGYAkrQrFHR5C+6Teydxsn/Vn/rCZz+wpKPTeFU9++ii89kdguQ9EyU0haZIwDnl8DV/d68KYnXdXGL0C3O6KYsTKFIV8co3PzSHYecTNuxinaNwinQTWjg7BmeSf1qgQx/JsTDOpaDKuq8MHs01gt0P8+41HJkkVsdG4eycR58VgtRu/3xt1ZTF6QyAPNI6lcynHJsanhsUR0GYE34RCZ/5mMrWztgPm++ANkrvySkDuepMiAOaQveBc1JJqI+4fj2r6YnP1G+cnZ+zvuXauI7vUZqbNfR8tMIrzDYPTsVDJXGk/4OWu3I7jBA2Rv+YWcAxuxVQg8NnmObAXvlb8Qdb2Wf/jfyP9utVVmbPMx5DeNzjUVdsbDuJUa7eMUGpQxLo7VLGZcFBu+RGNQC7Cq8MEqDatqjJF/rt3xRiOoUpHLH9JFCYsl5L638CUeInvVF1hLB9ZvvoSDuFZPIah5HyL6zSTrt/dQQqIJ6TiMnB1L8B407gLy7l9Lzp7VhD36CZnz30TPTCK47SC07FRca7667Dgvx/Vc/s0ev9Rh174OU0KL4mw/HC3pMDlrv8JS8uaA+VrSQXLWfY29cS9CHv8R17KxKMHRONu+imfXUnyHNwLgO7gO7/41BHX9CNdvI9CzknC2ehHdlYp73VRjYZ5s3Ksn4bjjeXRfDr7DG7Hf0g1LqVpkTn7gMnL4wrybvsVapxv2jmPxbpmOGnsTtpYv4/17HtrhdcZ2ntiG78gG7G1H4Fk6EnQvthaDQPMa71g5w7PxK+ztRmKN34129E8s1TtirXkfOb++kufi15VyPdcBZt+HzR6/2evg/4U2HFy/dYDZy//Fup7bQWavgy0RsRR5+B088QdJW/IpjvJ1AuZ7Th8gddnnRLR+ipKD5pH80yjU0GiKdH2LzC0Lce816mDXrjVk/7OS2L5fkDj9NbSMJKLuewUtK5W0ZZ8DkLlhLu52Ayn29FckzX4TX1oCYU0eJKTu3Zz6tE/u+0ougdmPoRfjei7/Zo/f7OX/Yl2vddj5rkpHyvz585k/f37AtFKlSjFq1Cj//5cvX05KSgqPPPJIvst47LHHmDNnDjNmzPC/gL1Lly7++TabjVKlStGrVy+eeeaZQsVz/rs1LteXX36Z78vmwXj65uabb2bgwIH+d8BMmzYNl8tFyZIladeuHX379r2k9VWqVIl58+YxdepUJk2axNGjR9E0jfLly9O5c2cefvjhfF/Efr4uXbrw888/M27cOFq1akXJkiWpVKkSc+bM4fPPP+ett97ixIkThIeH07BhQ3788Udq1KiRZzmNGzdm165dNG3aNGB6dHQ0cXFxpKSkULZs2UvaxkuxZs0aAMaOHVvgi+N37dpV4Pc7dOjAwoULWbTo6hyYL5aeuAfvT09gafYS1ns/g6x4fOs/QVv/SUA678/PYGnxKtbWbwEK+tF1eOb3g/QTuWl+eR5Lw35Yaj0EjQdC+nG0HTPx/fER6Jf2eHlovbaojmDsseWp8FbefefYx0+QsuIbDg6/i+I9x1D6uSlo2emkrZ3NqW8GB6Q9PPZBivcYTfFHR4KqkrVzLUfefwQtM+WSYroaqpZ2MmlgGcbNPM3THx4hJsJK3w5F6dsht2dfURTGP1OGUd+f5PWvT6Dr0PCmYMY/W5qSRWz+dK/3KEGZojamr0jheKKHEtFWnutUlF5t//09SPlx1rwT1R6MGlOOooN+zTM/+et+ZK39noT37yGiy0iien2G7sog+8+fSJ31WkDaxE+7E/HACCLufxNUlZx960ia/Dj6mfGFg+reY/xbuz1BtdvnWdfJV2vhS7zyd4Ncr+Uf/jfyv2pRhUmdVMat0nh6jk5MCPRtpNK3Ye5FMEVRGH+PhVHLNV5frBnlv4zC+OYqJcMDL5YlZhn/RlzeTR8A2Ku3RrEHYylSjsgBP+eZn/5df9zrfyD1o06EdHqbsO6foLszcG+ZR9ZPrwem/fIxQu57i5B7XgdFxXtgPZlf90E/+26Ca+R6Lv9mj1/qsGtfh1njWqHYg1CiyxLad26e+VkzB+LZNJ3Mzx8g6O43Ce76MXpOBp7tP+P65c2AtJnf9iHo7jcIajfU2IcPbcD1/VMBY1i7l40DzYu9/qMozZ9CO72HrG8ew3f44obRLQw9fjfu6b2w3fEyjq5foGfE41nzEd41Hwekc896CnvrYdjbjwQUfIfW4pnVFz3tuD+Nb/P3eKxOrLc+htLkGfSk/bjn9Me3I++T7VfK9VwHmH0fNnv8Zq+D/xfacHD91gFmL/8X63puB5m9Dg6udReqIxi1aHlKDV2cZ/7pyX1JXz2N4++0p8gj7xLb9ws0VwYZG+aS+MMrAWlPjn+YIg+PosiDb4Oi4trzB6c+7oGWlQKAnpPNidEdiX5gGEW6voUaEk3O0e2c+KArWZt/KVT8Zj+GXozrufybPX6zl/+Ldb3WYedTdLOMiyWEyeS8X/lah3DJ7M/v9X/+u+sVOOu9BmpMd/k/6793uoaRFI7SZI7/87Gnoq5hJIVTalKy/7PZ9wGz578+OW+H9/VOeeJv/+eEgfk/QXg9i/kg90lIs5d/s8dvxjrM7PUXBNZhqa+UvIaRFE7EyNyOjKwR5S6Q8voU/GruOw/NXgeYfR82e/xmr4NN34YzYR1w7vHf7OXfjG0gCGwHmb0O3tcz70uzr3eVvs7wfzb7MdSM+8CNdB5j9vJv9jrs31zTd6QIIYQQQgghhBBCCCGEEEJcz67K0F6i8E6dOkXbtm0vmObmm29m6tSp/6WIhBBCCCGEEEIIIYQQQoj/XdKRcp2JiYlh7ty5F0zjcFzei3GEEEIIIYQQQgghhBBCCHFxpCPlOmOxWChXznxjMgshhBBCCCGEEEIIIYQQNyJ5R4oQQgghhBBCCCGEEEIIIUQBpCNFCCGEEEIIIYQQQgghhBCiANKRIoQQQgghhBBCCCGEEEIIUQDpSBFCCCGEEEIIIYQQQgghhCiAdKQIIYQQQgghhBBCCCGEEEIUQDpShBBCCCGEEEIIIYQQQgghCiAdKUIIIYQQQgghhBBCCCGEEAWQjhQhhBBCCCGEEEIIIYQQQogCSEeKEEIIIYQQQgghhBBCCCFEARRd1/VrHYQQQgghhBBCCCGEEEIIIcT1SJ5IEUIIIYQQQgghhBBCCCGEKIB0pAghhBBCCCGEEEIIIYQQQhTAeq0DEOJGlfN+5WsdwiWzP7/X/1n/vdM1jKTwlCZz/J/1v1+4hpEUjlJjnP+z2cuQ2ePX5952DSMpHOW+lf7PZs9/if+/70aKP2Fg0WsYSeHEfBDv/2zG/IfA3yBrRLlrGEnhBL96yP9Zn3brNYykcJRHNvo/m70NZPb8N+M+fCPVAceeirqGkRROqUnJ/s9mPA879xzM7PlvxvIPgftA6islr2EkhRMx8rj/s9nbEGYsQ+eWn309Q69hJIVT6esM/2ezH4P0yTWuYSSFozzxt/+z2euwfyNPpAghhBBCCCGEEEIIIYQQQhRAOlKEEEIIIYQQQgghhBBCCCEKIB0pQgghhBBCCCGEEEIIIYQQBZCOFCGEEEIIIYQQQgghhBBCiAJIR4oQQgghhBBCCCGEEEIIIUQBpCNFCCGEEEIIIYQQQgghhBCiANKRIoQQQgghhBBCCCGEEEIIUQDpSBFCCCGEEEIIIYQQQgghhCiAdKQIIYQQQgghhBBCCCGEEEIUwHqtAxAFa9myJZ06daJ///555q1bt44ePXqwdOlSSpcu7Z++bds2vvrqKzZs2EBqairFixenZcuW9O7dm6JFi170urt378769esLnF+qVCmWLVvGhAkTmDNnDsuWLQuYv379er799lv++usvkpKSiIyMpH79+vTp04caNWr40w0ePJhjx47xzTff5FnHucueMGECH3300QVjXrp0KUOGDLlg3EuXLuXYsWP06NGDxx9/nMGDB+dJExcXx6hRo7j//vsvuL4rIrQ4tu6/4J3/NPrRdf7JSoU7sDR6FiWmGmQno+35Fd/v74MnK/e7IcWw3PYyavnbQLGin9iM7/ex6Ke2B6xCrfkgar3HUMJLQdpxfFu+Rdvy7RUJ/2SSh45D9/HRc2VoWC3EP335X+lMnBfPriNuosIstK0fznOdYglx5vbdnkr2MPrHU6zenoHXB3UqBTGwcyw3Vwjyp9E0na8WJjL9PymcTPZQvridPu1i6Ng44srEn5BNx4Er+WjwrTSsWSQ3/o2nmDh9D7sOpRMVZqdtkxI891BVQoJyD5mnEl2MnvoPqzfH4/Xp1ImLZODDcdxcOfKS1nVZTF5+zB7/yRQfHd9P5KMekTSsZPdPX/6Pm4lLMth10ktUsErbWk6eaxNCiOOc8p/qY/QvGaze5carQZ2yNga2DeXm0jZ/GrdH55Zhp/FqgesNtitseiv28jfA5Pkv8Uv8l0xRcDbugbPZ41iKlEdLjydn+29k/fouujvDWGdMBULvewtrpUbg8+LeMo+seW/65wNgDyGk4zActTugOELw7FtL5tyh+E7vy3e19hptCH9iGgkDL74ddlHM+BucQwkrjvPJRbhnPIl2+I/cdVZuia35ANTYauhZyfj+WYBnxdiA+JWwYthavoqlUgtQLWhHN+FZ8R7aiW3nrgFrwyew1nsEJbw4espRvH9Oxbvx6ysS/8k0jY6fZPLRg0E0LJ/bPli+28vElW52ndKIClZoW93Kc3c4CLEr/jSn0jRGL3Gzeq/XqANKWxjY0sHNJS0B6/jrqI9xS91sO+4j2K7QrJKF/7vTQZGQy78XzuxtILPnv9n3X1PGrygEN3uM0Ba9scSUQ0tPwLX1F9Lmv4PuSgfAUrQCEV1G4qjcGF3zkv3nT6TNecM/H0BxhBDe6Q2C6nZEcYSQs3ctqTNewXtqb24aZxhhdw8iqE4H1PBYfAmHyFz5JZkrvwRdL/w2nMN052E3WP6bdR+w138Ue8OeqNHl0DMT8OxYiGvpGDjbDoouj/Pu4VjLN0DXfHi2z8f12wj/fADswTjbDsVWoz2KPQTvwT9wLXgDLSGwHWRv0ht7416o4cXRTu/FtfhdvLsDrxsVelNM3oYwa/kJv70X4a2ewFa0PL60eDI3LyBp9gj/PmqNrUjMw+/grNoENB8ZG+aQ+ONrefbhIl3fIuTWe1GdIWTvWkPid4PxnNyTG3twJNFd3iCk7t2oQWG49m0kacYw3Ac2XVb8N8ox6GS6TscpPj66V6Vh2dxj+/J9GhPXauyKh6ggaBun8FxTNbANlK4zeoXG6oO60QYqqTCwmcrNxY006w5r9Jyu5VnnWc82UXm2yRVoh5qtDjuHPJFyA5k7dy4PPfQQoaGhfPzxx/zyyy8MGTKEP//8k06dOrFr166LXtaECRNYvXo1q1evZsaMGXmmzZw5s8DvfvHFFzz++OMUK1aMCRMmsHjxYiZMmIDT6eTBBx/kjz/+KPC7BenVq5d/3atXr6Z48eJ5ppUoUSIgxrN/8+fPJyYmhlq1alGsWDH/Mr/++ms2bbqMA/HlCi2B7f4pKM7wgMlKpTux3vsp5GThXfAc3hVvo5RphLXzVFDOnODZQ7E9+ANq2ab41ryP9+dn0NOOYO3yPUqxWv5lqTW7Yr1zBPrh3/H+1Bdt9y9Y7hiGWq/3ZYd/ItFD77GHSM8OPMgu/jONfuOPEOxQ+aBfaYY8VJw//snk8fcO4vUZlUZ6lo+HRx5k7Y5MBtwfy/hnS1O6qJ3u7xxk6/5s/7LGz4nng1mn6XxbJJMGlqFx9RAGfXaMn/9Ivfz4E7Lp/eZ60rO8gfH/cZJ+ozYS7LTywYv1GNKrOn9sS+DxN9bh9Rnbmp7p4eFXf2ftlgQGPFSV8YPqUTo2mO5D17J1T8pFr+uymLz8mD3+Eyk+en+RTLorsCG0eLuLfl+nEOxQ+OCRCIZ0DOOPfTk8Pjk5t/xnazz8SRJr97gZcFco4x+NoHS0he6Tkth6xONf1u5TxgWe97qF80O/KP/f109GXXb8Zs9/iV/iL4yglv0J6fwOOTuWkPZFD7KXT8RRvythvb4y4g8KJ+KZ2ShhRcmY9iyZP7+No24nwh77ImA5YT0m4ajTkcyf3yJ92jOoEcUJf2YuSlDehrmtchNCu39a6JgLZNLfwB9nWAkcD32L4gzMM0vcXTi6fgE5WeTMfgbP4jexlG+C45HvcuN3hOHoMQtLhaZ4VozBPesptNQjOLrPQC1Z278sW+uh2Fu/iu/AKtzT++Dd8BW25gOxtRp62fGfSNXo/W026e7A6Yt3euj3QzbBdoUPHghiyF0O/jjo4/GpWXi1M3WAS+fhKVms3e9jwB0OxncJonSUSvcpWWw95vMva/txHz2nZhFshwldg3ixlYPf9/t45sdsLpfZ20Bmz3+z779mjT+0zQAiu43GtX0RSZMeJWPJRwQ37EZ0X+PCqBIUTszz87CEFyX566dJm/smwbfeT/QTXwYsJ6rXZILq3Uva3OEkT3kaS2QJYp6fhxKcezyL7vMlwY0fJmPJRJImPoxr629EPPguYe1eLHT85zLjediNlP9m3QcczZ/B2XEEnl1Lyfy2F+5Vk7DVe4Dghz83EjjDCekzAyU0hqyZA3EtHIm91r0EPxTYjgl+cCK2mh1wLRxJ1sznUMOLE9JnBpxTp9ubPomz3et4Ns0ga1oftORDBHefgqVcg0LHf5bZ2xBmLT+R7Z8npvtYsrb8xskPu5Hy63jCmj5E8f7TjHUGR1By8AIsEbGcntyXxBmvE9qwM8WfmRqwnGJPf0log04kzRjG6c+exBpVkpKDf0ENjjyTEQrFB/5ISN32JM4YxskJj4DPQ8nBv2ArVqnQ8d8ox6ATaTq9Z/jytoH2aPSboxFsU/igo8qQO1T+OKzz+HRfbhvIrfPw9z7WHtIZ0FRl/D0qpSOg+w8+tp4w0tQopvDDw5Y8f43LKoTa4e5qyvkhXfo2mLAOO5c8kXKDOHLkCK+//jrPPvssTz31lH966dKladq0KT179uTFF1/kp59+wmKxXGBJhsjISP9nt9vYQyMiIv71qZatW7cyduxYhgwZQvfu3f3TS5QoQd26dXG73YwZM+aCHTH5CQkJISQkt5fSYrEQHBycJ55z4wbwer0MHDgQr9fLhx9+iM2We7d3qVKlGDJkCD/99BNOp/OS4rk8Cmr1TlhuGwzkPQhZGj+HnrQP75xeoBkXVb3HNmB7fBlqjQfQtv+IWqMLSkQZPD92RT9udAb5Dq9BCYrGcvureH98EMBIf2wDvv+8ZaQ5shaiKmCp8yjapi/yrPtiaJrO3N9TGf3jqXw70z/6KZ5KJRxMfrEcdquxfbdWDabNy3uYvTqFri2imLUqhWMJHr57pTz1qgQD0LRGKMkZXkZ9f5LvX61Atltj6uJEut9ZhCfvjgGgcfVQ/j7o4pslSXRoVLieZE3Tmfufo4z++p/84/9xN5VKhzL5tQbYbUZf863Vo2nTbzmzlx2l651lmbXsCMdOZ/PdiMbUuynaiL9OUZLTchj15Q6+H9XkotZVOOYuP2aPX9N05m5yMXpBOvn9pB8tyaRSUQuTe0Xllv8KNtqMTmT2xmy6Ngxm1sZsjiVrfPd0FPXKG0+yNK3qIDlTY9T8dL7vZ5Spncc9WFW462anf1mXz9z5L/FL/IWOX1EIatUf1+9Tyfr5bQA8u1eiZSUT3nMy1jK1scXdjhocRcqYVuiZSQBoqSeI6PsD1goN8B5Yj7X8rThqtiX10254/llqLGffH0QP+xNns15kL37fWJ0jhKBWAwhq1R/dlXbp8Ra8Ieb9Dc7Eb6nVGXurV/ON39Z8IHrCXtzf9/DH7zuynqB+K7HU7oLvrx+w1u6KGlkG19ed0Y5uBEA7sBolKBpb62G4p3aGoCis9R/Du/l7PL8NPZNmFVracRxdPsf71/foifk/QXQhmq4zd4uX0Yvd6PnUAh+tyKFSUZXJjwRht5ypA8paaDMhk9l/eehaz86svzwcS9H57rEg6pU1TsWaVrKSnKUzaqGL73sZ7d0xS9zcVFxlYrcgVMVYVqgDRi50czRZo3TUpd8PZ/Y2kNnz/0bYf00bv6IQ1mYAmaumkDb3TQDcO1egZSQR/cSX2MrWwXHTHaghUcSPaIF2pg7wJR8npv8M7JUakrNvHfYK9Qmq3Y6ECV1w/70EgJy9ayn29l+EtOhDxq9jsZWphbNmaxI/ewzXpp+Mde1aiRIcSWib50j/Zcylx3+Gac/DbpD8N/s+4GjRj5wN3+JeNMpY5r5V6FnJBD80CUupWlgr34YSHEXWR3ehZxm/gZ52gpDHpmEpWx/f4Q1YytyC7aY2ZE55BO/u5QBkHlxH2EvrcDTqifs/48HqxNlyIDmrP8W9/AMjH3YvJ+SpeThavkDWV90uPX5jI0zdhjB7+Ym8+3nSln9J0ow3AMje8R98GUkUf+ZrHOXrElSzJZbQaI4Oa4aWkWisN/kYJV6cg7NKI1x7/sBRqQEhde/mxNhOZG1dbCxn9++UG7Od8FZPkDL/PZxVmxIU15QT4zqTtWUhAK7dv1P+o0OE3dbdv/5Ljd/sxyBN15n7t/E0Sb7H/981KhWByQ+ouW2g0gptPvcxe7tO11oKs7bpHEuD7x6yUK+UkaZpeUjO8jFquY/vH7YS6lCoUzJw2cv2aqw9rPNBR5UK0YW/LmHaOuw88kTKDeLHH38kKCiI3r3z9jDb7XZefPFF9uzZw5o1a65qHN9++y2lSpXi0UcfzXf+0KFD+eKLwjbeL93YsWPZtGkTY8aMoWTJwKPBG2+8wcmTJxk3btx/LR4ApWg1LK3eQtsxF+9vL+WdH10J/eAqf+UJQFYietI+1Aq3G2mKVEJ3pfgrz7O0I3+glrwFHGfubrA4Ah/DBXClgLPwd7TvOurmja9PcG+TCEY/UTLP/P3H3TStGRJw4TcmwkrFEg5WbDFi2XfCTUSI6j/wndWwWgib92aTmunDblP4/tUKPN42cAgIm1Uhx1P4M/Jdh9J449Pt3Ht7aUYPqJM3/mMZNK1T1H8BASAm0kHFUqGs+PO0Ef/RDCJCbf4LCP74by7C5l3JpGZ4LmpdhWH28mP2+Hed9PLGnDTurRfE6AfzVsD7T3tpWtURWP7DLFSMtbBiZw4A+077iAhS/J0oZzWsZGfzIQ+pWcadGf8c91Ih1noFO1HMn/8Sv8Rf2PgVZxjujTNwb5oVMN13yhhGQI2pgL3aHXj2r/N3ogB4di5Hc6Vjv6k1APZqd6C7M/HsXO5Po2cm4tn7uz8NgKPRozgbP0rmrJdxrfq8UDHnux0m/g0AlGI3YW83Au+22bjnPZ93fkxlfPtXBsafmYCWsBdL5ZYAqDGV0bNT/BdA/PEfWoulzK3gDEeNroiiWvHtWZInjaJasFRsUaj4d53SeGOBi3trWRl9X1Ce+fvjNZpWtPhPYAFiQlUqFlVZscd42mFfgkaEE/9F/LMalrew+ahGarZOcpbO+kM+Hr7V7r+ID9DmJhv/GRhayIv45m8DmT3/Tb//mjh+xRlG1rofyd4QeDPf2aFkrEUr4KzRkpy9a/0X0ADcO5ahZafhrHknAI4aLdFcGbh35A5PpGUkkrPnd38agMyVU3DvXBGwLu+p3ajOMNSwwg/zaNbzsBsl/828D+AII2fzLDx/zQmY7Is3hiNSo8tjrXI73oPr/J0oAN49K9Bd6VjjjDrYWvV2dHcm3j25+atnJuE9sBZrXCsj9DJ1UYIi8ez4NWBdnr9/xVqxCVgLdxOr2dsQZi4/alA46Wt+IOOP6QHTPSeMUW+ssRUJrtka167f/Z0oAFnblqJlpxFc6y4Agm9ujebKIGvb0tzY0xPI3rma4NptAHAf2MTRN1uStT03je7NAXQUWyHLzg1wDNoVD28s1ri3usLo9nnbIfsToWl5JbANFKJQMRpW7DeO2/uSdKMNVCrw+kLDsgqbj0OqK+/x3eXReXupRouKCm3jLq8Lwax12PmkI+UGsXHjRmrXrh3wxMW56tWrh8PhuOpDWa1fv55GjRqhKPlf+IuOjiYi4sq83+LfLFmyhC+//JJ+/frRvHnzPPPLly/P888/zzfffMPGjRvzWcLVoacdx/NVK3wrR4LXlTdBdjJK+HkHFdWKElYSIsr402ALya0oz1Aiyp7510in/TUFpXxz1Gr3gj0UpVxz1Oqd0P6ZW+j4S0TbWPRuZYY8VBynI+8hJDLMyvFET8A0j1fnRJKHI/HGheSoUAuZLo3UTF9AusOnjflH43OwqApxZZwUjbCi6zoJqV4+W5DA2h2ZPNSy8CeBJWKCWPTx7Qx5vDpOR96nsyLD7ByPDxy2wePVOJGQzZFTxtikUWF2MrO9/osF/vhPGvOPnkn3b+sqDLOXH7PHXyLSwqJBMQzpGIbTlvc4FxmscjwlsFx7fDonUjSOJBnTo0IUMt26v8PkrMOJxvyjyca/O094sarQ6/Nk6g49RcM3TjNsVhoZ7oLHLP03Zs9/iV/iL2z8enYambNfwXsg8D1q9pvbAeA7sRNLsSr44s+7w1DX0BIPYYmtDIClWFV8iQdBD9wPfQkHsMTmDjeQs30hSW/eguv3wOEMLpeZfwMAPfUYrokt8Cx5Czx5h0jSs5JRIkrliV8NL4kaWfZMmiSwh8D5Q2JElTP+jSyLnp10ZltK558mqmyh4i8RobKofwhD7nLizKfJHRmscDw18ATN49M5kapzJNkoM1FBCpk5kJodmO5wkjH/aIrGrlM+NB2ighVemp1NvXfSqTcqnZfnZpOWz0nuRcdv8jaQ2fPf9PuviePXs9NInT6YnH3rAqYH1WkPgOfETqzFq+I9lbcO8CUexlrMqAOsxaviSziUpw7wxu/3p/Ec2UrKd8+jZ6UErqv23fjS4tEyEgq1DWDe87AbJf/NvA/gSsP182v4Dm8ImGyr3hYA3+ldqLFV0BL2n7fRGlryYSxFjTaOWrQKWlLe30BLOogaY6SxxFYxpp23LC3xAIrFilqkXKE2wextCDOXHy0rlcRpg3DtCRymP+SWjgB4jv2DrWQcOSf3Bn5R1/DEH8JWwigT9pJxeOIP5ik/ntP7sRevanwlJwv3vvXg84JqwVasErFPTgYU0lflfbfyxbgRjkElwmBRHwtD7rDgzGdsqcggOH7eQ/Aen86JdDiSYrRdooIw2kDntWUOn5l/NJ9Rr6Zu0jmVAa/ccfndB2atw84nHSk3iOTkZMLCwgqcr6oqERERJCUlFZjmSkhISCA6OvAOtcmTJ1O3bt2Av+PHj/vnb9y4Mc/8unXr8umnhR9T/MiRIwwZMoRmzZrxzDPPFJiuR48e1KlTh1deeYXs7Csw5vHFcKdCxskCZ2t/z0St0hb11ichKBrCSmC5cxQ4wlBsRq+r75+fQNexdvgIpUgVcIShVrsHtUZnYyE24y49befPaP/MxdpuLPZn/sJ2/1foxzfhW/F2ocOPDLVQPDr/DjuAzs0iWfxnOpMXJJCU5uV4ooehXx0nPUsj+8wF4HsaR6IoCgM+PsKeYy7SsnzMX5vKnNUpAGTnBFZMC9al0WzgbsbNPM1ttUK55zJeEBUZZqd4TN67GP3xtyrD4j9OMnn2PpJS3RyPz2box1tJz/KS7TIO1ve0KGXE/96f7DmcTlqmh/krjjFn2REjfrfvotZVKCYvP2aPPzJYpXhkwReEOtcPYvF2N5P/k0lShsbxZB9DZ6aR7tLIzjEaKPfUDUJRYMC3qew56SUtW2P+5mzm/Gkcg7JzdHRdZ9cJL4cSfLSq7uCzXlH0bRnCgi0u+n6ZgqYV8kKOyfNf4pf4Lyv+81jL1SO41XO4t/+G7+ROFGd4wMskz9LdmSjOUIAzaTLySZOB4sxth2mJB/M9yb9sZv8NXKno6QXH79syHWu1dlgbPwXB0SjhJbHfPRqcYWA34vdunwu6huP+SSgxVcARjqXGfVhrdQFAsQWhJx3Ad3g9ttuexxJ3l7H9xWpgv3s0utflz4tLFRmkUDy84NOnznVsLN7pZfIaN0mZGsdTNYbOd5Hu0sk+cwfcPbWsRh0wI5s9p32kuXTmb/MwZ4tx4pidYzwRAfDqfBdOm8LHXYP4vzsdLN/t5anvs9ELOVaW2dtAZs9/0++/Zo//PLbytxB210Cyt/yK9/g/qEHhaPnUAZor9/h+oTSqs+Bz8ZCWfXHENSdj4QeX9aJhs5+HncuM+X+j7QOW0nVxtHgGzz+L0E7tQnGEobvzbwfhMPJXcYahn/+kA2faQY4zbaUzF/nPX5buzjwzv+Df6oJM3oa40cqPo+KtRN79ApmbF5BzbAdqUP7taM2Vjhp0zj6cnXfIW92V4U9zrpge71N29BbCGncl5eex5Bz5+4rFb7ZjUGSQQvGwgkeq6HyzwuI9OpPXaSRl6RxP0xm6UCPdDdln+ibuuUk12kDzNPYk6EYbaIfGnO1GTNmBfRjk+HS+2aTRvppCuajLHyXjRqnD5B0pN4jo6GhSUwt+aY6u66Snp1+ws+VKiIqKIiUlJWBa165dadPGeExvy5YtDBo0CE3LLdw1a9ZkzJi84wR+8803LFu2LM/0f5OTk8OAAQMIDQ1lzJgxqGrBJ1yqqjJq1Cjuvfdexo0bx6uvvnrJ67vSfGvHg2rF0mQg1ub/h+7LQds2HW3fEpQiRi83SXvx/vQk1tZvY+thPDKrndqGb+0HWO943X/xxnrPJJRSt+Bd+Q76ya0oMXFYGvfHevcEvPOfvirxP3tfUXyazvg5pxk78zQ2C3RpEUWrumHsPW68b6dyKQefDCjDsCkn6DjUuFOlRnkn/TvFMmLaSZz2wN+sVsUgvhlcjl1H3Iyfc5o+4w7zzcvlCnzy6bLif7AKPp/O+B92MfbbndisCl1al6VV/WLsPWo0GiuXCeOTV25l2Cfb6DhwpRF/pQj6d6vKiC92XLE7LwvD7OXH7PE/2zrEKP+LMhj7a4ZR/hsE0aq6g72njYtLlYtZ+eSxSIbNTqPj+8ajzzVKWel/Zygj5qXjtCnoOkzsGUl0iEqV4kZVXb+inaJhKoN+SGP17hxuq+a44vGbPf8lfon/YlkrNCD8iWn4kg6T8d1zxkTlAvcXnT3puVC9c97dadeCmX6D/HhWvm/cfdjiRewth6D7cvBu/gHf7sWoMcbdjHrCHtzTe2NvP4qgvsawG74TW/GsHIf9ruHoZ+J3z34ae7uROB74zPhedio5y0Ziu+15f5or7dnb7fg0GL88h7FLc7Cp0KWejVZxVvYmGOWjclELn3QLYtjPLjpOMp7eqFFCpf/tDkb85sZpU/CceaFmjRIqb3c0hrFoXBHCnAovznaxZr+PZpWu/Gmc2dtAZs9/s++/ZorfXqkhRfr9gDfxEClTz9x0d8E6QLv4NOcJuf0JIh4YSdbG2WQsnVjIiC+OWc7DbtT8N9M+YClbn5CeX6MlHyF75plhsq7Ub/BvZeMqtZfM3oYwU/lxVmlE8edn4I0/xOnJxvKUC1x34+z1vwuk0bW85SJ9xRQy/phBcK02RHV6Fax2kme/dVmxw415DHq2iYpP0xi/RmPsKow2UC2FVpUV9iYa7ZrKMQqfdFIZtkij4xTj2kSNYtC/qcqIZVqeJ10W7taJz4Te9f87z2CYpQ6TjpQbxK233sr06dPJycnBbrfnmb9161ays7OpXbv2VY3jlltuYf36wGEzIiIi/MN5nTyZtwfe6XRSrlzexzsLOwTYiBEj2L17N9OmTSMq6t8f2zo7xNc777zDXXfdVah1XlG6D9/q9/Ct/RAiykLmKXCnY+3yHbhyO8v0w6vxfHk7hJ955DTtKGqNB4x5rlSUEnVRK7TAu/gVtO3GWJb6sfXoqYexdfoCpcId6AeWn7/2y2a1KLzYpRjP3leUI6c9xEZZCQ+28Oiog0SE5p5cN6sZytL3KnMswej2Ll3UzqyVyQBEhgSehJeNtVM21k79uBBCg1QGf36cjbuzqB8XchXiV3mxezWefbAKR05lERvtJDzExqND1xIRmtt73qxOUZZOuoNjp43GSuliwcxaatyNGRlacC/7VWfy8mP2+K0WhRfbhfFs61COJPmIDVcJD1J5dFISEUG5lXWzqg6WvhzDsTNDjZSOtjBrg1GWIoNVVFWhYaW8x/IWZzpPdp7wXpWOFLPnv8Qv8V8Me937CHtoPL74faR+2g09K/nMutP8d1OeS3GGoqWeOJMmPd+xjRVn2BV+qXwhmeQ3uFD8nuXv4ln5AUpUWfT0U+BOw9F9Onp2ij+ZdmAVro+b+Yew0FOPYKnd1ZiZfWY7MxPImfkkOY5wlLBi6MmHQPNhbzfSGCf8KrCqCi+2dvDs7XaOJGvEhqmEOxUenZJFhPOcOqCSlaXPhXDszFAKpaNUZm022kORQQohZw7vt1cJPFVrXtn4/z8nr86FfLO3gcye/zfC/muG+INu6URUz4/xnt5HwvgH0DKNOkDLTkN15q0DVGcYnhRjNAU9Ow1LeGy+afLcZa0ohN//JmF3PkvW+hkkT7k6HVjnMsN52I2c/2bZB2w330PQA++jJewnc8oj6Nln2kHu9PzbQY5QtLQz13FcaSihMfmkyX2axf8kij00YLvPPt171dpLJm9DmKX8hDToTOwTk/Cc3MuJMff53ymiZaX5f+NzqUHheJJP+NPY8tmHlfz2YYz3pQC4dq7CElaEyHYDSP5plDHsVyHdqMcgq6rw4m0Wnm2icyQFYkMx2kA/eIk459UyzcqrLH1C4diZIlU6UmHWNuOaROR5r6BZtFunShGoFnvlb2DOdxtMUIeBDO11w+jatStut5tJkyb5p3333Xd069aNtWvXMnbsWEqVKsXtt99+VePo0aMHBw8eZPr06fnOP3HixFVd//z58/nhhx8YMmTIJXUa9ezZk1tuuYUhQ4ZcxegujlK6IUq55uDLgaS94E4HxYISE4d++syjjGElUGt0AdUGaUeNP0CJrWE0hNKOooQb44Nqx/8MWL5+zBgXVSlS5arEv25nJqu2ZeCwqVQu5SA82ILXp7P7qIsa5Ywj8/FEDzNXJuPxGQe90kWNC8Z/H3IREWKhVIyNpDQvc9ekkJgWWElWP7OM0ymFrzwvGP/2RFZtjsdht1C5TBjhITa8Po3dh9KoUdHo3Dsen83MJYfxeHVKFwumdDHjUdu/96cSEWqjVOwVHs7rEpi9/Jg9/nX7cli1y43DplC5mJXwINUo/ye91ChlXFw6nuxj5vpso/xHWygdbVT2fx/zEBGsUCpK5VSaj+nrsjieHDj2p+vM0CTRIVen+jZ7/kv8Ev+/CbqjH2HdP8VzcCOpE+5BTzvln+c7vQ9LTIXzNkpFjS6H79TuM2n2GmN7n3cXkyWmgv/F9deSGX6DC1HLNkKteBv43OgJe8CdBooFtWg1tJPbjXWHl8RS+0FQbeipR9BTjQv4avGa6FnJ/v9bqndEia0G7jRjWb4c1OLVUVSLf1lX2rqDXlbt9eKwKlQuaiHcqeDVdHaf9lGjhHHcPp6qMXNzDh7NuIB/9sXlf5/0EREEpSIVykUb03ICqwC8Z56UcFivzgmt2dtAZs9/s++/Zog/9M5nier9OTn7NxA/5m60c+oA76m9WItWPG+jVCwxZfGeNOoAz6m9WIqUzVMHWGMr+tMAYLER/cQUwu58lvTFE0j+8knQzitQV8H1fh52o+e/GfYBe7OnCHpwIr7Df5Lx2f3o6af987T4fajR5c/bKBU1uixavNHG8SXsQ43K+xuoRcqjnT6T5sz75ixFApelRldA97rRkg4XOv4LMXsbwgzlJ6LdcxR7+ivce9dzfORd+FJz9+Gck7uxxebdh20x5cg5bryU3nNyD7aiedvRtmIV8ZxJYytZjbDmj+ZZt/vQFlS7E0todJ55F+tGPgatO6yx6oBmtIFilNw2UDzUKGbEezxNZ+Y2zWgDRSqUjjSm/33KeAl9qXPuZff4dFYf0C/7BfOXtA3XeR12lnSkXOcOHTrEypUrA/7Of+IDoEyZMowcOZLJkyczdOhQtm7dSoMGDYiOjuaxxx5j3bp1vP322/k+rXIl1atXj8GDB/Pmm28ybNgwNm7cyLFjx9i4cSPDhg3jlVdeoXr16kRGRl7xdR84cIBhw4bRsmVL2rRpQ3x8fJ6/nJycfL+rKAojR44kPj7+isd1qdQqbbG2HgFq7p1uas0HUJwRaHsXA6AEF8HaZhRKmUa5XwyOQY3rgLZ/KQB6kvGYm1rq1oDlKyVvMeafaSRcaQs3pDFsynE83tyxH2etSiEtS6NVXWNoucQ0L0O/OsG6fzL9aeJTvSxYl0bLuqEoioLLozP48+PMXJkSsPw1fxvfiSt9Xnf5lYp/7QmGfbIVjzf30cxZS4+SlumlVcNiRvypboZO3Ma67Ym58Se7WLDqOC3rF7sqQ45dLLOXH7PHv3Cbi2Gz0vzDggDM2phNWrZOqxrGLa6JmRpDZ6Wxbl/u8Sg+3ceCLS5a3uRAURR8Phg2O50f1wU+Ov7rFhcWFW6pcHXu+DV7/kv8Ev+FOJv0IOTe4eT89RNpnz6YZxznnF3LsVVughJSxD/NVu0OVGcoOTv/Y6TZ+R9UZxi2ai1z4wopgq1SY3+aa+l6/w3+jeWm9tjbvxMQv6VOV5SgCHy7FxkxhBTB0WE0avnGuV8MKYq1+j349iz2T7I17Y+tSb+A5Vsb9EF3peI7FPiy1Ctl4T9ehv3sCqwDNntIc0GrOGObEjN1hs53s+5A7gl1fIbGgu0eWla1oigKlWJUSkUq/LLdE/A+jmW7jRO/W8teneGzzN4GMnv+m33/vd7jD27+GBGd3yL7z7kkTHggz13x7h3LsFdpghqaWwc4qrdEdYbh3rH8TJrlqEHhOKq3yt3G0CLYKzfGtSP3Du+onhNx1ulAyvQhpM0aVqh4C+N6Pg/7X8j/630fsDd4lKD2w/Bsn0/mlEeMC/Xn8O5dgbVCY5SQ3AvV1iotUByhePesMNLsWYHiDMNa5fbcuEKisZZv5E/jO7wR3Z2JrWaHgOXbarTDe+APo6PgKjB7G+J6Lz/ht/cipttIMtbP5viY+/I8gZG9fRlB1ZqhhuU+sRR8cyvUoDCythuxZW1fihoUTvDNrXO3MSyGoLim/jSOCnWJ7TMJR6UGAcsPrtkSb8pJfGmFu2Z3ox+DFu7WGbZIC2wDbdNJc0Orysal/8QsGLpQY93h3DTxmToLduq0rKQEtOF2J0C2F+qV+q+Eb2zDdVyHnUuG9rrOzZ8/n/nz5wdMK1WqFKNGjcqTtn379lSoUIHPP/+cZ555hpSUFIoWLcqDDz5IfHw8gwYN4oUXXqBz585XNeaePXtSt25dvv32WwYNGkR8fDyhoaHUrFmTd955h/bt22O1Xvmit3nzZrKysli2bFmB71aZOnVqgd8vV64cL7zwAiNGjLjisV0Kbet3qDUfxNLmXbS/Z6IUvQlLs5fw7foZ/ZjRiaaf2o52bCPWVsPxrnwXNB+Wpi+A5jMeBQX0+B1oe37Dctsr4IhAP7kFpUgVLI2eQzu1DX3voqsSf7c7opixMoUhXxyjc/NIdh5xM27GKdo3CKdBNePxuZrlndSrEsTwb04wqGsxrKrCB7NPY7VA//uMRyVLFrHRuXkkE+fFY7UYvccbd2cxeUEiDzSPpHKpqzCsEdCtTTlmLD7CkAlb6NyqDDsPpjHu2520b1qCBjWMSrVmpQjqVYti+GfbGNTjJqwWhQ+m7cJqUejfrepVietimb38mD3+bo2CmbE+myHT0+hc38nO417G/ZZB+1oOGlQ0OrJrlrJSr7yN4XPTGdRex6rCBwszsKoK/e80HicuGWXh/ludfLkyE6cN6pSz8ecBD58uz+SRxsFUKHp1qm+z57/EL/EXRAmLJeS+t/AlHiJ71RdYS9cKmO9LOIhr9RSCmvchot9Msn57DyUkmpCOw8jZsQTvQeMuPu/+teTsWU3Yo5+QOf9N9MwkgtsOQstOxbXmq8vMwct3Pf8GF8O76Vusdbph7zgW75bpqLE3YWv5Mt6/56EdXmds44lt+I5swN52BJ6lI0H3YmsxCDSvMT76GZ6NX2FvNxJr/G60o39iqd4Ra837yPn1lTwXj66UbrfYmLHJw5CfXHSuY2PnKY1xS920r2GlQXnjuF2zhEq9MhaG/+Ji0J0Oow5YlmPUAbcbbRtFURjU2sHzM128MMtFl3o29sZrfLDcTZubrFQvcXUu5Ju9DWT2/Df7/ns9x6+GxxLRZQTehENk/mcytrKBIxf44g+QufJLQu54kiID5pC+4F3UkGgi7h+Oa/ticvYb8efs/R33rlVE9/qM1Nmvo2UmEd5hMHp2KpkrvwDAWbsdwQ0eIHvLL+Qc2IitQuDFTM+RreC9OheSr9fzsP+V/L+e9wEltCjO9sPRkg6Ts/YrLCVvDow96SA5677G3rgXIY//iGvZWJTgaJxtX8Wzaym+wxsB8B1ch3f/GoK6foTrtxHoWUk4W72I7krFve7MtRZPNu7Vk3Dc8Ty6Lwff4Y3Yb+mGpVQtMic/cBk5fGFmb0Ncz+XHEhFLkYffwRN/kLQln+IoXydgvuf0AVKXfU5E66coOWgeyT+NQg2NpkjXt8jcshD3XiP/XbvWkP3PSmL7fkHi9NfQMpKIuu8VtKxU0pZ9DkDmhrm42w2k2NNfkTT7TXxpCYQ1eZCQundz6tM+FOZl7f8Lx6ButVVmbPMx5DeNzjUVdsbDuJUa7eMUGpQxOkhqFjM6RoYv0RjUAqMNtErDqhrvSTnX7ngjnysV+e/dIHO91mHnU3S9EKVQmNLatWtJS0u7Pt4D8j8g5/3K/5pGKd0QW5dpeGY8gn50Xe70sk2xNHsJJboyZMXj2zEHbf0noJ3zCFpwESwtXkUt1wxQ0I+uw7t6DKQczE2j2rA07Id6030QUgzSj6PtW4Tvj4/Ak5UnHvvze/2f9d87/Wv863Zm0vPdQ3z9cjkaVssdY3DN3xmMm3mafcfdxERYua9JJH07xGA7ZyiEhFQvo74/yZq/M9F1aHhTMM93jqVC8dyDWo5X58tfE5izJpXjiR5KRFvp2iKKXm2LoKr5H9CVJnNyt+HvFy4c//ZEeg77g6/fbETDmrl3Hqz5K55x03ax70g6MVEO7ru9NH07V8Zmza1cElLcjPpqB2v+ijfir1mE5x+No0LJvONqXmhdeeKvMS53+/+lDF1v5QcCy5DZ49fn3nbB+Nfty6HnZ8l8/WRUwPtM1ux2M+63DPad9hITZuG+ek76tgzBZjmn/Kf7GPVzBmt2u9GBhhXtPN82NKCDJMer88WKTH7a5OJ4io/iERa6NAii923BBZf/+1bmft/k+S/xS/yXE3/CwMD3mDgaPkzYQx8WuD3p3/XHvf4HLMWrEdLpbWwV6qO7M3Bv+5Wsn15Hd+fe9aQERRBy31vYb24Hior3wHoy5w7Fd3pfvssObjuI4Lb/lyem88V8kHuHnRnbEBD4G2SNyPv+u3OpZRvh7P4jrm8eRDuce3enWqEZtjteRo2pgp4Rj3fbTLxrPg6MPyQGe+thWCo2BxR8h9bi+c9o9KQDAeuw1n8c662PoYTGoiftx7P2U3w75hUYU/Crh/yf9Wm3FpgOjGGkek7N5useQTQsn3vsXrPPy7hlbvbFa8SEKtxX20bfZvbAOiBDY9QiN2v2+dDRaVjeyvMtHVQoEngSu3y3l4kr3ew6pRERpNDxZisD73BgL2BoKeWRjbnxm7wNZPb8N/sx1OzxH3sq8D2ZwU0eIarHRwVuT/LX/cha+z3WkjcR0WUk9koN0F0ZuP76hdRZr6G7M3K3MTiCiAdGEFT7blBVcvatI3XGK3hPGeuPeuwTght1K3BdJ1+thS8x7x3hpSYl+z+b8Tzs3HMws+f/jVAHp75SMmCe7ZZuBHced/5X/LJmDsSzaTpqsTiC7n4TS9lb0XMy8Oz4Ddcvb0JObjsIZwRBd7+BrfpdRjvo0AZcC95ASzinHaQoOG5/Dnv9R1FCotFO78G1+F28uwt+N0fEyOO58Zi8DWH2Y+i+noH1eVjz7sT2+aTA7Tk9uS/pq6dhL1WdIo+8i7NyQzRXBpmbfibxh1fQXbn7sBocSZGHRxFSrwMoKq49f5D43WA8J3OHyLWExxL9wDCCa7VBDYkm5+h2kueNJmvzLwXGUOnr3HWY/RikT65R4PfBGMar53SNr7uqNCyb23ZZc1Bj3CqNfYkQEwL31VDp21AJbANl6oxarrHmkG4c/8soPN9cpUJ04HH98/UaY1ZqbBlouaghTZUn/s6N3+R12L9uq3SkCHF1XEwD7HpzqR0p16NL6Ui5Hl1KR8r16FJOwq9Hl9KRcj26lI6U69GNVH4k/v++C3WkmMGldqRcjy6lI+V6dCkdKdejS+lIuR5dSkfK9ehSOlKuRzdSHXD+RTQzuNSOlOvNhTpSzOBSO1KuRxfqSDGDS+lIuR5dSkfK9ehCHSlmcKGOFDO4lI6U69GldqRcby6lI0WG9vofdM8993DkyIXHRVy3bt1Vf5+KEEIIIYQQQgghhBBCCHG9k46U/0GTJk3C4/FcMI3NdnVeZCyEEEIIIYQQQgghhBBCmIl0pPwPKlnSfI95CiGEEEIIIYQQQgghhBDXgvrvSYQQQgghhBBCCCGEEEIIIf43SUeKEEIIIYQQQgghhBBCCCFEAaQjRQghhBBCCCGEEEIIIYQQogDSkSKEEEIIIYQQQgghhBBCCFEA6UgRQgghhBBCCCGEEEIIIYQogHSkCCGEEEIIIYQQQgghhBBCFEA6UoQQQgghhBBCCCGEEEIIIQogHSlCCCGEEEIIIYQQQgghhBAFkI4UIYQQQgghhBBCCCGEEEKIAii6ruvXOgghhBBCCCGEEEIIIYQQQojrkTyRIoQQQgghhBBCCCGEEEIIUQDpSBFCCCGEEEIIIYQQQgghhCiA9VoHIMSN6thTUdc6hEtWalKy/7M+7dZrGEnhKY9s9H/OGlHuGkZSOMGvHvJ/NuNvcG7+/93VeQ0jKZwa013+z/re4dcwksJRKr/u/6wvvusaRlI4yp0L/Z9Nn/9mj9/kx5/Xb7Zfw0gKZ/i2HP9nM5YfCCxDCQOLXsNICifmg3j/ZzP+BgH78J+9rmEkhaPc8qX/s9nbcJ/Wt13DSAqn7waP/7Ppy7/J49/XM/QaRlI4lb7O8H82+3mwGY8/cN55pMnrAP33TtcwksJRmszxf9bn3nYNIykc5b6V/s/x8elXfPlWq0pUVAjJyZl4vdoVX37RomH+z2Yv/32rOq5hJIXz6W63/3PqKyWvYSSFEzHy+EWnlSdShBBCCCGEEEIIIYQQQgghCiAdKUIIIYQQQgghhBBCCCGEEAWQjhQhhBBCCCGEEEIIIYQQQogCSEeKEEIIIYQQQgghhBBCCCFEAaQjRQghhBBCCCGEEEIIIYQQogDSkSKEEEIIIYQQQgghhBBCCFEA6UgRQgghhBBCCCGEEEIIIYQogHSkCCGEEEIIIYQQQgghhBBCFEA6UoQQQgghhBBCCCGEEEIIIQpgvdYBCPE/RVEIbvYYoS16Y4kph5aegGvrL6TNfwfdlQ6ApWgFIrqMxFG5MbrmJfvPn0ib84Z/PoDiCCG80xsE1e2I4gghZ+9aUme8gvfU3tw0zjDC7h5EUJ0OqOGx+BIOkbnySzJXfgm6fkU252SaRsdPMvnowSAals89nCzf7WXiSje7TmlEBSu0rW7luTschNgVf5pTaRqjl7hZvdeLV4M6pS0MbOng5pKWgHX8ddTHuKVuth33EWxXaFbJwv/d6aBIyOX3AythxXE+uQj3jCfRDv/hn65Wbomt+QDU2GroWcn4/lmAZ8VY8GSd891i2Fq+iqVSC1AtaEc34VnxHtqJbeeuAWvDJ7DWewQlvDh6ylG8f07Fu/Hry44dTJr/ikJU695Et+mLrVgFfKnxpG+cz+npb6FlG2XcXqwixR97j+BqTdF9XtL+mM2paa/65wOojhCKPTqCsIb3oTpDydqxmpNfDyLnxJ58V6s6Q6k05k8yd6zk+MQnChf7eU4mZNGx3wI+GnobDWsV809fvv4YE7/fxq4DKUSFO2jbrCzPda9FSJDNn+ZUQhajv9zM6j9P4PVp1LkphoE9anNzlSIB61i96QQfTN3C3sOpFIl08vDdVel1fzUUReFynUz20nHkMT56IpaGVYNy49+WxcTfUth1LIeoUAtt64bwXIdIQhy5v/mpFC+j5ySz+p9svJpOnfIOBnaM4uZyjgLX13/yaf4+4mbZm2UuO3a4AfLf7PGb8fgDKIrCLQ/0oX63p4gqXYHMpNPsWj6f5R+/iTvTOMZEl6lE2/8bQ9l6TdF8XnYsmsXi91/xzz/fXS+9S4nq9ZjS685CzS8sU5YhRcHZuAfOZo9jKVIeLT2enO2/kfXru+juDADUmAqE3vcW1kqNwOfFvWUeWfPe9M8HwB5CSMdhOGp3QHGE4Nm3lsy5Q/Gd3pfvau012hD+xDQSBhYtXNz5MGX+nxt/opuOL2/moxduomH1iNz4NyUxcfYRdh3JJCrMRtuGRXiuSzlCnLn756kkN6O/O8jqLSlGHVA5jIEPluXmimH+NJqmM33ZSb5bfJKjp11Eh9todWs0/TuXJTT48k9BTdmGUxRu6vQENR54ivBSFchOPs3BFfPZ+NlwPGeOL+GlK9HkhTEUr9MMzedl/5JZrPtoiH8+gDUohEb9R1GhZSdsQaGc2LyK399/idRDu/1p7CHhNHh2JBXuuA9bcCgJu/7iz8lvcWz90sLHfw7Tl38zxq8ohN/ei/BWT2ArWh5fWjyZmxeQNHuE/zzRGluRmIffwVm1CWg+MjbMIfHH1/KcRxbp+hYht96L6gwhe9caEr8bjOdkbhtaDY4kussbhNS9GzUoDNe+jSTNGIb7wKbCxX4m/hvpPNiUx6BzmL0OOJnkoePQfXz0XBkaVgvJjf+vdCbOi2fXETdRYRba1g/nuU6xhDjPOY9J9jD6x1Os3p6B1wd1KgUxsHMsN1fIPR/SNJ2vFiYy/T8pnEz2UL64nT7tYujYOIIr4WSKj47vJ/JRj0gaVrLnxv+Pm4lLMth10ktUsErbWk6eaxMSeB6W6mP0Lxms3uU22tFlbQxsG8rNpXOPU26Pzi3DTuPVAtcbbFfY9FbsFdkGMzNj+VcUheYP9qHFw32JKVOB9KR4tiyZz/zxb+I600YoWrYSXV95j8q3Gucwf/46m9nvveKff74HBr9L2Rp1Gde9TcD04PBI7nvhLWq36oAzNJyDWzcwe8yrHNr2Z6FiP7MB2Os/ir1hT9TocuiZCXh2LMS1dAycPQeILo/z7uFYyzdA13x4ts/H9dsI/3wA7ME42w7FVqM9ij0E78E/cC14Ay0h8BzA3qQ39sa9UMOLo53ei2vxu3h3Lyt8/OeQJ1IuUsuWLYmLi+Orr77Kd/6wYcOIi4tjwoQJrFu3jri4uIC/evXq0b17d/766688383KyuLjjz+mQ4cO1KlTh2bNmvHMM8/w999/FyrWjRs38swzz9C0aVPq1KlDhw4d+Pzzz8nJyfGnmT17NnFxcfl+/2z8R48ezTPvxRdfJC4ujiVLluSZd3aZ33zzTZ55R48eJS4ujnXr1gVMP3z4MMOHD6d169bUqlWL+vXr89hjj7Fw4cJ8l13Q3xdffAHA4MGDL5hu3bp1/lj69++f7/a3bNmSCRMm5DvvcoW2GUBkt9G4ti8iadKjZCz5iOCG3YjuazSIlKBwYp6fhyW8KMlfP03a3DcJvvV+op/4MmA5Ub0mE1TvXtLmDid5ytNYIksQ8/w8lODcSiC6z5cEN36YjCUTSZr4MK6tvxHx4LuEtXvximzLiVSN3t9mk+4OnL54p4d+P2QTbFf44IEghtzl4I+DPh6fmoVXMxqu6S6dh6dksXa/jwF3OBjfJYjSUSrdp2Sx9ZjPv6ztx330nJpFsB0mdA3ixVYOft/v45kfsy87fiWsBI6HvkVxBjaGLHF34ej6BeRkkTP7GTyL38RSvgmOR74D5UwF6gjD0WMWlgpN8awYg3vWU2ipR3B0n4FasrZ/WbbWQ7G3fhXfgVW4p/fBu+ErbM0HYms19LLjN2v+x9zzIiV6fUD6pt848l5XEua/T8Rtj1DmxR8AUIMjKPf6QiwRsRz7uA+nvx9GRJMulH5+WsBySg34mvBG93N62msc+6g3tuiSlH99IWpIZL7rLd7zPeyx5Qod9/lOxGfSe+gy0jM9AdMX/36Efm+uINhp44PBzRjy5C38sfUUj7+yDK/PaMmmZ+bw8P8tZu1fJxnQvRbjX21O6WKhdH95CVt3JfiX9dfOBJ4evoKKpcOZ8EpzOt5enjFfbWbyjB2XH3+yl94fnyI9O/BkcvGWTPp9dppgh8oHvWIZ0jmaP3Zn8/j4k3h9Z8pPtsbD759k7a5sBnSIZHzvWEoXsdL9g5NsPejOb3XMW5/B4i1Z+c4rVPxmz3+zx2/S4w9A014v0f6VD9mz8ld+GPAAv095n9odH+XB938EwBkWQc8vFhJSJJY5Q3uz9MOh1GzXlS5jvst3eU16DKRJz+cLXN+/zS8ss5ahoJb9Cen8Djk7lpD2RQ+yl0/EUb8rYb2M9rUSFE7EM7NRwoqSMe1ZMn9+G0fdToQ99kXAcsJ6TMJRpyOZP79F+rRnUCOKE/7MXJSgvBc4bJWbENr900LHnB+z5r8//kQ3vd/5m/QsX8D0xRsS6Tf2H4KdFj54Lo4h3Svwx9+pPD5ie24dkOXl4eHbWLs9lQFdyzJ+YDVKxzro/uZ2tu7NPVH//OdjvDVlPy3qRvHRCzfRq0Mp5q6K57kPdqJf5oVMs7bh6vR4iWaDPuTwml9YOKgzW759n6rtH6XNu9MBsIdG0OGTRQRFF2P5G71Y//FQKrfpyp2jvg9YTqu3v6Fiq86s++hVlr/xOCFFS9Hxk8XYwyKN/LFYuHviQqq2f4St333Awpfu5+TmVbR7/yfKt7in0PGfZfryb9L4I9s/T0z3sWRt+Y2TH3Yj5dfxhDV9iOL9jTayGhxBycELsETEcnpyXxJnvE5ow84Uf2ZqwHKKPf0loQ06kTRjGKc/exJrVElKDv4FNTjSSKAoFB/4IyF125M4YxgnJzwCPg8lB/+CrVilQsd/I50Hm/UYdJbZ64ATiR56jz1EenZgL8HiP9PoN/6IcR7TrzRDHirOH/9k8vh7B8+J38fDIw+ydkcmA+6PZfyzpSld1E73dw6ydX9uG3P8nHg+mHWazrdFMmlgGRpXD2HQZ8f4+Y/Uy4od4ESKj95fJJPuOu88bLuLfl+nEOxQ+OCRCIZ0DOOPfTk8Pjk58DzskyTW7nEz4K5Qxj8aQeloC90nJbH1SO4xbfcp42al97qF80O/KP/f109GXXb8ZmfW8t/miRfpNuwDtq34lU+e6cLiL96n0X2P0Pcj4xwmKCyCF6b+RlhMLFNe7sOcsa9x691dePLD/M9hWvcayJ29BuaZrigK/T6ZSa1WdzNn7FA+7d8Nn8fDC1MXEVuucqFiB3A0fwZnxxF4di0l89teuFdNwlbvAYIf/txI4AwnpM8MlNAYsmYOxLVwJPZa9xL8UGAbPvjBidhqdsC1cCRZM59DDS9OSJ8ZcM7x2N70SZztXsezaQZZ0/qgJR8iuPsULOUaFDr+c8kTKZfAZrOxcOFCHn/88YDpXq+XRYsW5bm7ZMaMGZQoUQJN00hNTeXbb7+ld+/e/Prrr8TGGr3ASUlJPPLII1itVvr3789NN91EamoqU6ZM4eGHH+azzz6jYcOGFx3jN998wzvvvEOPHj3o168f4eHhbNq0iXfffZcNGzbwySefoKqF6z9LT09nyZIlVKhQgR9++IHWrVvnm27s2LG0aNGCsmXLXnB569ato1+/ftxyyy0MHz6c8uXLk5mZydKlS3nppZc4cOAATz31VMB3Vq9ene+yQkNDAXj11Vd58cXABpLL5eLJJ58kJyeHm266ibS0NAAWLVrEggULuPvuuy9q+y+bohDWZgCZq6aQNvdNANw7V6BlJBH9xJfYytbBcdMdqCFRxI9ogZaZBIAv+Tgx/Wdgr9SQnH3rsFeoT1DtdiRM6IL7b6NDK2fvWoq9/RchLfqQ8etYbGVq4azZmsTPHsO16SdjXbtWogRHEtrmOdJ/GVPozdB0nblbvIxe7EYnbyXw0YocKhVVmfxIEHaLsU/cWtZCmwmZzP7LQ9d6dmb95eFYis53jwVRr6xxGGpayUpyls6ohS6+72XcVTJmiZubiqtM7BaEemb/CnXAyIVujiZrlI4qTFlWsNTqjL3Vq0DeO8JszQeiJ+zF/X0P0IzGiO/IeoL6rcRSuwu+v37AWrsramQZXF93Rju60ciXA6tRgqKxtR6Ge2pnCIrCWv8xvJu/x/Pb0DNpVqGlHcfR5XO8f32Pnpj/nbMXYur8VxRi7n2R5CWfc/r71wDI3LYMX3oSZZ7/FmfFeoTWaoU1NJr9LzfCl54IgCfxKOVemUdQXGOyd60lqEpDwm/twKGR95Dx1yIAsv5ZQ5WPdxLdpi8Jc94NWG1o3bsIb9wZX2bKpcWbD03Tmbv0AKO/3JxvI+ij77ZRqUwEk9+8HbvNOGG6tUZR2vSZz+zF++natjKzFu3n2KlMvnvvTupVN+6Oblq3BMlpbkZN3sT3Y4w7QiZM28pNFaMY/VITAJrfWhKvV+PT6X/T4944nI5Lr8I1TWfu+gxGz0nO94a8j35JoVIxG5P7FcNuPVN+Kjlp88ZRZv+RQdemYcxam86xRC/fPV+cepWcRvw3BZGcqTFqdhLfv1AiYJmnUryMmJlE8UhLnvUVKn6z57+Z4zfz8QfjxKBZr5f4c+ZklnxoHJf3/7GMrJQkuo6ZRsnq9ajUuDXBEUX4tGtDslKMY1DqqWN0/2Q+Zeo05shfawGILFWeu14aTdztHchOS8mzrn+bX1imLkOKQlCr/rh+n0rWz28D4Nm9Ei0rmfCek7GWqY0t7nbU4ChSxrRCP9MO0lJPENH3B6wVGuA9sB5r+Vtx1GxL6qfd8Pxj3F3v2fcH0cP+xNmsF9mL3zdW5wghqNUAglr1R3elXWJO58/U+X82/lWnGT3tYD57MHw06zCVSgYxeXB17FZjH7u1WjhtBv7J7BWn6NqyOLP+c4pj8W6+e/1m6sWFG/HfHMn/s3fncTqV/x/HX+feZ99nMPZ9D9mXiMjaZklJ9ZNCISWlkqgs+baIkqISLbKHFEKW0lgSIfs6M5bZ9/uee/v9cbjH7Z6xDNLR5/l4eJg557rPeZ9rrvts11nSshxM+Ooo346pi8vlZubSeB5sV4LhvcsD0LxOKKGBBp6feoDdR7O9rty8chreh1MU6j06gr8Xz2DLR+o0E7asxZaRwl3jvyGyxu2UbtIOS0gEix5pjDVDXf/knI2n8wfLianbnDO7fiOmTlPK39GNFc925eRv6oVnp3Zs4uHvD1Krx0B2fDGRcq26El2zIWtee5RDP33rmZfOaKLFiMkc27CsWFfl3xLtX6v5FYXQLs+Rue5zUuePASBv7y84s1Mp8cyXmMvXx692W/SB4cSPbokrW20/zrQESg5fjKVKU6wHf8dcqTEB9btw6t37yd21Wp3Ogd8o985ugts9Sfqy/2Gp2gK/ai049V53cneqbcx64DfKf3icoDv6euZ/tflvheNgTa+D0P42wOVys+S3DCZ9d6bw45jvk6hU0syM4eUKjmOq+tPhpYMs2pROr9ZhLNyYTkKynW9eKU+DKv5q/lqBpGU7mPDtab59tQJ5NhezV6fQt30ET3WJBKBZzUD2HLMy5+dUujYt3l0pLpebJX9YmfRDVuH1/3MOlaL0zOgXVpC/gpEOk1JYtC2PXk38Wbgtj4Q0F98MCqNBefVOlhZVzepx2LIsvn06HIB9iXYMOri7jsUzrf86Lbd/RVG4+8kX2PjdTJa8q55H2ffbWnLSU3hy8teUq92AGi3aERAawVv3NyUnTd0GpJ1OYOjMpVRq0IzDf6jHMBGly9Nz5NvUbduV3EKOUSo3bEmVRq2Y+tR97P7lRwAObtvEe3GJNO/xmGf+V7kAmFs/Tf7Wr7CtmgCA8/BG3Llp+D80HX1sXQyV70DxDyP3w7tx56rbAHfmKQIe/xp92UY4T2xFX+Z2jDU6kDOrD44D6wDIORZH0AtxmJs+hu2XKWCwYGk7jPxNn2BbNxkAx4F1BAxcirnt8+R+0fvq819E7ki5Cs2aNePPP//k9OnTXsN///13/P39KVnS++RReHg4UVFRxMTEULVqVV577TVcLherVq3ylBk7diw2m42vv/6au+++m7Jly1KnTh3eeecd6tWrx5gxY3C5Lrofrwj79u1j4sSJvPjii7z00kvUqlWLMmXKcO+99/LBBx/wyy+/sGLFimIv//Lly9Hr9Tz99NP8+uuvhd6xAhAZGckrr7xyyZ7W7OxsXnjhBVq0aMGnn35KixYtiI2NpWrVqgwaNIhXX32VDz/8kIwM7x7/qKioQv/5+am3YQYFBfmMmzx5MvHx8UyZMoXg4GDPtMqUKcMbb7xBcnIy/wTFEkRu3HfkbV3gNfz8bdSGqApYarUl/9Bmz84jgG3vWlx5mVhqq48EMddqi8uajW1vwW1pruwU8g/+5ikDkLNhFrZ9673m5ThzAJ0lCF1Q8R9tsf+MizE/WLm3roFJ9/n5jD+S5KJFRb3nJBpAZKCOilE61h9Ue/0PJ7sIseA5iXZek/J6dsS7yMhzk5brZstxJw83NHlOogF0qGHkl2GBxexEASWmBqZO43D8tQjbUt+rhJXIyjiPbPDs/AKQk4wr+RD6ym0B0EVWxp2X7tn5Pc91fDP6Mg3BEowuvCKKzoDz4M8+ZRSdHn3F1sXKr+X61/kFk77xG9I3fec13Ja4H1Af6RV4W3ty9v3q6UQByN75M87cTILqdwQgsF57nNZssncW1K0zK5ncvRs9ZTzzDAil1IBpnPn6FZw5134F0f6j6Yz5aAv3ti3PpOHNfMYfOZlJiwYlPAfgAJFhflQsE8z6rYkAHD6ZQUigyXMAfl6TujHs+DuZjKx88u1Otuw6y13NSnuVubtlWXLyHGzfm1S8/In5jJmbwr2NA5n0WKRv/tN2WtTw89rhjgzWU7GEkfV71DtKDp+2E+Kv83SiePJXsbDjiI2Mi67uee2bFFpUt9C0mnf5YuXXev1rPb+G1z8A5sBgdi77ml0/zPUannxUXQeFlalEpRbtOf7HJk8nCsDh31Zjzc6kaqtOnmEdX3yHiHKV+bJ/B07v3+kzr8uNLy4ttyHFEoRt23xsfyz0Gu48o+4H6SIrYKp+J/YjcZ5OFAD7vnW4rFmYaqgX8Jiq34nbloN93zpPGXdOCvZDv3nKAJibPoKl2SPkLHwJ68aZV523MFquf4D9J3IY8/lh7m0VzaRBVXzzJ+TRom6Y5wQCQGSIiYqx/qzfkabmT8gjJMDgOYHgyV8zhB0HssjIdpCd5+SeVtF0be69jBVLqSetTp6xFiu/lvfhTAHBHFjxNQd/8l7/pB1T1z8hpStSpmkHTv+5ydOJAhD/+2ryszMp20LdvyndtD323Gzif1/tKWNNTybxjw2UbaGuo8LKVwfg+MblXvNK3PYLgTFliKhS96rzwy3Q/jWcX+cXTNavc8n+fZ7XcPsptf0YoiviX/surPt/83SiAOT+tQZXXib+de8GwL/OXbis2eT+VfCIN1dWMnn7NuF/m9oJZDv6B/FvtCV3d0EZtyMfcKMYi7cvd6scB2t5HQTa3wbsj7cx5stT3Ns8hElPlvLNn2ijRe0A7+OYEAMVS5pZv1N9NNDhUzZCAnSeThRP/uoB7DiUR0aOE5NR4dtXK/B/Hb0f12c0KOTbi383zf7TDsYszuTeBn5MetC3M+bIWQctqpq98wfpqRitZ/0+9ekyh886CfFTPJ0onvyVTOw4bicjVz13+HeigwrRBulEuYCW278lMJi4779hyzLvfYjTR9RtQFTZitRs2Z5D2371dKIA7N20mrzsTGq3LjhH0uuV/xFdrjLvP3o3J//2PUY5vns7b/e6g72bCvYznPZ83G43RlMxj+fNQeTvWIj9z8Veg51J6iMZdeHlMVRpg+NYnKcTBcBxcD1uaxaGaur601C1DW5bDo6DBet3d04qjqObMVRrB4C+TH0Uv1Dse3/0mpd9z48YKjYHw7Wfk5A7Uq5C3bp1OXz4MD/99BOPP/64Z/iKFSvo1KkTP/74Y9EfBgwGAyZTwQovOTmZ1atX8+KLL3qd4Ae1x/GNN97AarVe8XNU58+fT1BQEH369PEZ16hRI2bNmkWtWrWuaFqFWbRoEY0bN6Zdu3YYjUbmzZvH888/71NuwoQJ9O3bl9mzZ/PYY48VOq2ffvqJs2fP8tJLLxU6/oEHHqBVq1aEhFzbMyi/+uorli9fzptvvumz7C+88AJvvPEGY8aM4cMPP7ym+VwJd14mGfNG+gz3q9cZAPupfRhKVCVv2+KLPujCmXICQ4x6G52hRFWcycfB7d3B5kg6gl/jnuq0Tu4i/RvfnTu/27rgzEzClV38zqOSITpWDQmgRLCOuGMOn/Gh/gqJGd47GHanm1MZbvLPPaQzzE8hJx8y8tyE+BW07xOp6vj4dBdZVjcuN4T5K7ywKI+1BxzghvY1DLza0UKwpXg7Be6MBKzTWuPOOo2ubFPf8blpKCGx3gN1BnTBpXDrTefKpIIpACzBcMFVrkqY+ugoJbQs7jx1A6CEeB9EecqEXfqOraJouf5duRmc/sL3lvrgRupjJmzxezHHViNjs/dBFm4X9rPHMJVSd3jMsdWwnznq8x3IP32YkJbeVxiU7Pc+tvj9pK2eSeS9I64688VKRvuzauY9lIj0J27XGZ/xocFmEs96P8LK7nBxKimXfPu5+g8xk5NnJyMrn5Cggm3CiVPq7cDxZ7KxmPTYHS7Kx3pvG8qWVK9eORqfSYv63p33V5Q/zMCq10tTIsxA3AHfRySFBuhJTPVuV3anm1NpDvIdarsKC9STY3WRkeskxL/gZMOJZPVz8SkOz/D5v2Wx56SN5a/G8vbiVK6V5utf6/k1vP4BsGZl8ONE3/2WGm3VdVDS4b1EVazO7p/me413u1ykJxwjonxVz7C1U1/n7KGiH8F6ufHFpeU25M7LJGfRKz7DTXXUk7/OU/vQx1TBtuP7iz7owpVyHH20uh+kj6mKM+WYzzbAmXwU8+3dPb/n716J9bfZYM/Dv+O1r/9B2/UPUDLSzKr3bqdEhJm4vb4XF4QGGUhM9n5mn93h4lSyrSB/kJEcq5OMbAchgQWHkifOnRiIT7JSq0Igox6r6DP9n7epB/eVS/v7jLsSWt6Hy8/O4Ld3fffNK5x71Fbqkb2Elq/O4dW+65+sxGOEllPXP2EVqpOZcBT3RRfaZcYfpnLHhwA8HTFBJcqReni3p0xwafWxTMGxFUg5cPUdvJpv/xrO78rNIOVr3/VYwO3d1JwJf2MsVY3sOO+Oatwu7EnHMZZU96FNpaphTzrms/60nz1CULMH1Y/k52I7vEUdodNjjCpP2P3qHRhZG30f4X0lbpXjYC2vg0D724CS4UZWvV2ZEuFG4vblFJ4/xfuRfXaHm1Opdt/jmBwnIQEXHMeczT+XP59a5f2oVkY92ep2u0nJdLJoUzqb9+Yw9rGrX/d48ofqWTUikhKheuIO5/uMD/XXkZjufUGa3enmVLqL/HO73WEBCjk2Nxm5LkL8C074n0hRPxef5iTEX8e+Uw4MOug3M40dx/IxGRTurmPhxa6BBJr/m9fTa7n952Vl8N1bvscw9e5S9yESD+6lZKXqbFvhfR7F7XKRHH+MmAoFxzDfv/86iQeLfsxkfl4uR/5UX8mg0+uJLF2BbkNfQ1EUfltUzHc0WTOxLve9k8VYU+3gcZ7djy66CvZdS70LuF240k6gj1L3X3RRVXCl+m4DXKnHMN72AAD6aHV750o+4l0m5SiK3oAuohyuM/uLtxzn/De/QdegU6dO/PTTT57f8/Pz+fnnny/7eCibzcaMGTNwuVx06KBe7fH333/jdDpp0KBBoZ8pV64c1apVu+KOlN27d1O3bl0MhsL7x5o1a+bTYXOlDh48yK5du+jYsSMBAQG0adOGhQsXYrfbfco2atSIRx55hPfff5/jx48XOr0tW7ZQvnx5YmNjCx1vMpmKHHeldu3axcSJE7n//vvp1auXz/iwsDDGjh3L6tWrWbZs2TXNq7iM5W8n6O5h5O38EUfi3+j8gnFd8DK981zWbBSLuvN9qTI6S9G3CAa0HYC5WiuyV06+ppfshfoplAguetXRvZ6R1fsczPjVRmqOi8QMF6OWWcmyusk7dwXHPXUNKAo8Oz+Pg2edZFrdLPvLzuKdanvKy1evSAZ4dZkVi1Hho15+vNjezLoDDgZ+m1f8Z6taM3BnnS5ytHPnPAzVO2FoNhD8w1GCS2HqMgksQWBSN3qO3UvA7cL8wHSUyCpgDkZf6z4MddUdeMXohzv1KM4TWzDe8Rz6aneDOQglphamLpNwO6woxuLtQGq+/i/iV7kRkfe9QOa25dhO7kXnH4Ir17d9O63Z6P3U9ZfOPwRnXiHfgbxsdP4F67igRvcQ1LAridMH+pQtrtAgMyUii/7bdW9fkdW/nWTG/L2kZlhJPJvDqA9+Jysnnzyrugd8z50VUBSFZyds5ODxdDKz81m27iiLV6sb+zyrg6xc9W8R6G/0mn7AuZfTZef6nsS+ovwBekqEFX0NRfdmgazemcuM1RmkZjlJTHUw6utksvJc5OWfaz+NAlB08OzMJA6eyicz18myrdks/l290ivPppZLSHUwcVEqo3tFEBZ47Y/1glug/rWe/xZb/wDE1mlEyydGsG/dcs4e2oM5MKTQl8rbcrIwBxZsYy/XSXIjOlFA+23oYoZyDfBvNxTb7p9wnt6HYgn2eqnweW5bDopFfYyrWia7kDIF+0oArpRjYL/2d6pdSOv1HxpopESEuej8bWJYvTWFGUvjSc20k5hsY9Snh8jKc5BnUw9a72kZpX6HP9jHwfhcMnMcLNt0lsXr1RPTeTZnodPeeSiLGUsTuLNBGFXLBBRa5rI0vg93sehajan32Isc27CMtMN7MAWGYM/xfQxdfm4WxgB1/8YUGEJ+IWXsOVmYzpU5unYxtsw07hz7BVE1G2EMCKJsi07c1lc9CWOwFK/+Nd/+NZ7/YuaKDQnt8jw5O34gP2EvOr/C158uaxY6vwuOI/N824/bmu0pc6HIR9+n7KSdBDXrRfryd8k/ef22bVo8Dtb6Okjr24DQQD0lwo1Fju/eMpTV27OY8UMyqZkOElPsjPoikaxcV0H+ZqHqd/ijkxxMsKrHMZszWLwpXc2f732C9oe4TFoOO8B7C85yR91A7rmGl82H+usu+ajj7o38WL3bxoxfckjNdpGY5mTUgkyyrBcch9X3U+v/qwwOnnaQmedi2Y48Fm/PO5ffjdvtZv8pB8eTnbSraebTfmEMaBvADzutDPg8HZfr+u1Ha4nW2//FytdtxN1PjWDnmuUkHtyLX1AI1mzf9bstJwu/wIJzJJfqRLnYQ69P4c3Ve2jcrTc/fjKJhP27L/+hK6QvXR9z62ew/70K15n9KOYg3LbCjwEwq+t3xRKE21bEMYD53HGCOfjcsKyLyuScG1+cR8t6kztSrlKnTp347LPPOHPmDDExMfz666+Eh4dTs2ZNn7Jdu3ZFURTcbjdWqxW3280LL7zgeT/K+cdWXetdF+elp6dTpkyZq/pM/fr1fYY5nb5f/kWLFmE2mz3vRenSpQsrV67k559/plOnTj7lhw8fzvr163n55Zf56quvfManpKQQFub9oqsdO3bQr18/r2Fjx47lnnsKXopYWF6AX3/9FX//gh2K9PR0hg0bRsWKFRkzZkyhnwFo3749Xbt25a233qJp06ZERRX/Vt+rZarUhIin5+JIOU767GfUgcol+jbP97peSZmLBLR5kpAe48ndtojsNdOKmfjKDG5jwumCKevyeXdNPkYd9GxgpF01A4eS1XyVo/R83NuP0cutdJuuXvlVq6SOIW3MjPvJhsWoYD/3Qq9aJXW81U29IqRZRQiyKAxfZOXXI05aVrr+qzD7hvfVq69aD8fU9mXcznwcO+biPLAaXaTau+1OPoht3hOYOk/Ab4B6y7Xz1C7sG97DdPdY3OdO3NgWDcLUaTzmHp+qn8vLIH/teIx3POcpc71pqf79qjWj3EuLyD97jMRpT6kDL/EOJ/e59q1c6jtw7gpNfVAkpZ76kDNfvYw9+cQ15bwag/vUwel0M+WrXbw760+MBh09765Eu6alOXRCXedXLhvCx6+3ZvTULXR7Wn3cYq3K4Qx5pC7jPtmOxWwg3174Tth5uht0l/bgzqE4XW6mLE/j3e/TMOqhZ/Mg2tX159Ap9cRA5ZImPh4Qw+hvk+k2Tn3URa0yJoZ0CWXcglQsJnW79+pXybSu6cfd9a/PzuIV5dd6/Ws9v4bWPwBl6jWjz0dLSEs4xpLX+gOgXGoddIWPWr2ZtNSGDBUaE/zk1zhTT5D9zVB14CX3cc4d+F/qAqMi9oP+KVqq/0Lzdy+r5p9/gnfnHseoV+jZNoZ2t4dzKEHdb6lc2p+PX6jB6JmH6fbiDjV/hQCG9CzLuC+PYjH5niT6Y38mA/+3l9LRZsYP8H2cxvWipX24mLrN6fT+ErISj/LLG5df/1zJccD5dZQ1I4XlgzvRZvRMHvjyNwAyThxky7TRtB37BQ5rbpHTuBaab/8aym+p0pQSz83HkXScszMGAZdpP+e3X1e5jctaP4vs3+fjX7eDeleKwUTaojevKTvcusfBWloHFUbr24DB90WpxzGLz/LugrPqcUzrMNrVD+JQonqnQeVYMx8/W4bRs07RbZTaAVqrvIUh90cz7uvTWEzebaxuRT/mjCzH/pM2piw+S//3TjDnpXJXfLHzVeW/K0DNvyqbd3/MVvM39qNdTTOHzqrrlcoxBj5+PJTRizLp9r56h0OtWAND2gcybmkWFqOC2w3THgslPEBHlRLq/nKjiiaignSMmJvJpgP53FG96A6F/yottf9KDZrxzCeLSY4/xpcvPwlc+hxJcY9hNs3/nK3Lv6N26450Gzoag9HE0g/GFmtaF9KXbUTAY1/iSjtJ3oJzdxBer23A5b6b1+FYQTpSrlLt2rUpU6YMK1eu5NFHH2XFihVF3o3y6aefEhMTA0BOTg5btmzhnXfUl5s9+eSThIerL4JKT0+nXLly15wtPDyc9PT0q/rMkiVLfIbt3LmTESMKbh12OBwsXbqU1q1be17q3qZNGwICApg7d26hHSl+fn5MmDCBRx55hNmzZ/u8mD40NJTExESvYTVr1vTK06FDBxwO7yt2Cst7fn7nud1uRo4cSWZmJl988QUWy6WfgTdq1Ci6du3K66+/zrRpN3bn6jy/2+8n7LGPcJw9TPKUHrhy1GcuuvIy0Z274vJCOksQ9nS1vtx5meiDowst43OFkaIQ/MAbBLUfTO6W+aTNGnT9F+YiBp3C8LvMDG5j4mSai+ggHcEWhUdm5RJyweNYWlYysGZoAAnp6omR0mE6Fu5QT9SG+ikEnNu2t6nivZpqVVn9/e/TN6YjBbcT+7q3sW+YjBJWFnfWGbBlYu47D3deuqeY6+hGrB+1RAlROy/dGSfR33buzqe8c7eK5iSTv+Ap8s3BKEExuNOOg8uJqdN4sKZzI2il/oOb9SD2mRnkJx7k+Ph7cGafe6lwbgY6P9/vgN4vCEdqAgDO3AzMIYV8B/yDcOWqdV/yySnYTv5N2tpZoCvYoVEURf3ddemD3OIy6HUM/796DO5Th5Ons4kO9yM40MQjL64mJKhgh7Vlg5Ks+fweEs6oV0aULhHIwlXqSyNDg0zk2dR1X06e911/2eeucgwK8H4u7vXLrzD83nAGdw7lZLKD6BA9wf56Hnn/FCEBBTsuLWv4sWZsaRJS1JylI40s3Kxe9RHqr+PrDVnsT8xn6SulcJw7KX7+HKjD6UangO4GnAnRfv1rPL9G1j8Ate7uyf1vzSTl+EHmDOxKXoa6DrJlZWD2910HmQODyTqb6DP830YrbchU/z6CHpqCM+kwGZ/0xp2r7ge5rZmeK8oupFgCcWWcOlcmq9Bn3CuWoOv2Uvni0kr9F51fYfhD5RncvSwnz1qJDjMRHGDgkTf+IiSg4DvXsm4Yaz64nYQk9cRU6WgLC39Rr8YMDfT+bq7YnMTL0w9RvqSFGS/VIiyo6KuJr5lG9uEqte9Jm9GfkXHiICuGdsF2bv2Tn52BMcD3SklTQDC5SQmeMv7hMT5ljAHB5GcXPKok+e/tLHioPv5RpTBY/Mk8eYhSDdsAYMu89kdtFkb77V8b+QMadyf6yenYTx/i1Dv3ed4p4srN9Ny5dyGdXzD2tFOeMsZCjiOVwo4jUd+XAmDdtxF9UAShnZ4l7fsJ4Cz+XTW38nGwVtZBRdH6NsCgVxjeM4bB90Vx8qyd6DCDehwz4RghF9wd37J2IGv+V5mEZPU7WTrKxMINajsMDfA+EV422kTZaBONqgUQ6Kdj5MxEth3IpVG163+hmEGvMLxTEIPvCuRkqpPoYB3BfjoemZ7q9TjcllXNrHkpkoQ09YRw6XA9C7eqJ/pD/XXodApNKvmuZ1qf6zzZd8px2Y4Ug+ESJ6yLSa/Xef3/b6OV9t+wcw8emziTM8cOMuWJbuSkq9uAvOwMzIXsQ1gCgkk/U7xjmON/bQfgwJYNBIZF0KH/8yz/aBwuR/G3AcY69+DX431cyUfImdUHd965YwBbVuHHAOZAXJnn7gS0ZqIE+r7n9cK7WTx3opgCwVqwX3R++3g9jhX+nS34X+78471sNhtr1qyhc+fOhZYrVaoU5cqVo1y5ctSsWZPHH3+c++67j88++wxQO2WMRiN//PFHoZ/fvHkzAwcOJCnpyl5IV79+fXbt2lXoHSWgvhPkm2++8Rp2Pt+F/853/pz3yy+/eN7nUrNmTWrWrEn9+vXJyckhLi6Oo0ePFjq/hg0b0rdv30If8XX77bdz7Ngxzp496xlmNpu9chSmsLzlynlfETBjxgzWrVvHhAkTrqiD6vwjvtasWcP3339/2fLXKrD9YMKemEn+ka0kvdMFV2bBM3odZw5hiLroeYqKDn1kWRynDwBgP3MIfURZn55WQ3RFTxkA9EbCn5xFUPvBZK2eStrnT92wk8cXijvmYOMhB2aDQuUoPcEWBYfLzYGzTmqVVFc5iRkuFuzIx+5ST6Cdf3HwntNOQvwgNlShXLg6LP+iyOdPyppv0IvTdGWboqt4BzhtuJMPgi0TFD26qOq4Tqu3MirBpdDf9iDojLgzTuLOOKl+tkRt3Llpnt/1NbuhRFcHW6Y6LWc+uhI1UXR6z7SuNy3Uf0S3YZR+dja5B+I4+vpdONILbpG3JR7EVKKS9wcUHcbo8tgS1GdZ5icexBhd3uc7YIqp5CkT0vQBAmq3pta32dSam0OtuTmYossR2voRas3Nwb/mHcXOfylxu86wcXsiZpOeymVDCA404XC6OHAsnVqV1LvwEs/msGDlYewOF6VLBFK6hLpR33M4lZAgE7ExAZQtGYRep3ieuX3eiUT194pliveYxsvmP5DHxr15mI06Kpc0Eeyvx+F0cyDRTq0y6g53YqqDBb9lYXeqHSilI9Udwj0n8wnx1xEbYWDljhzSsl20eiWe2s8ep/azx/l+Sw6JqU5qP3ucj35MvzH5tV7/Ws+vgfUPQPPHnqPHpDmc3Pk7nz/eluzkgnVQ8rEDhJf1XgcpOh1hseVJOrLvmub7T9BCG/K782mC+n6C/dg2Mqbeg/uC/SDn2cPoIyt4f0DRoQsvh/PMgXNlDqGLKOezDdBHVvC8uP5m0UL9XzL/3gw27kzDbNJRubQ/wQEGdRtwIodaFdSTRonJNhasO4Pd6aZ0tIXS0eoFS3uOZhMSaCA2quDkzGfLExj+4QHqVQniq9F1iA67MSfAz9PCPlzdR56j3Vtfceav31n61J3kphSsf9KPH/C8x+Q8RacjqFR50o6q65+M4wcIKlXep/2HlKlE+jG1jDkknKpd+mIJiSA3KZHMk+rLXCOr11efl16M96NcCc23fw3kD+k0lJhBX2A7tIXE8XfjzChYf+afPoAx2vc40hhZjvxEdf/Yfvogxijf9acxpiL2c2WMpaoT1OoRn3nbju9EZ7KgDwwvdv5b/ThYC+ugS9H6NiBuXw4b/8pWj2NizQXHMfFWapVTcyam2FmwIU09jokyUTpKzbTnuJWQAD2xkUZSMx0s+TWdlEzvk8U1z03jbPr1eTyfT/7D+Wzcb8NsVKgcYyDYT6fmP+2gVqx6vJWY5mTBljw1f7ie0uFqx8+eBDsh/gqxYTrOZDqZF5dLYpp3m7eee8xueMDlTwOHhQVc93/BwerFz8HBfjdk+tdc/xpo/+37PccT783hyI7feefhdmQmFexDnDl6gOhyvvsQkaXLc+rwlR/DlKxUneYPPOoz/MTePzGaLQSGRhQ7v6nlQPwenIbzxHayP30Ad1bB+WBX0mF04eW9P6Do0IWXxZWk7t87kw+jC/PdBugiyuM6e65Mknphgz7Ce1q68Aq4HTZcqdf+tBLpSCmGTp068ccff7Bw4ULKlClDpUqVLv+hc9xut+fZ3sHBwdx9993Mnj2b7Gzv57y5XC6mT5/O0aNHiYz07XErTPfu3cnJySn0UVpxcXEsW7bMc0fJ1Vi4cCFhYWEsWbLE69+0adNwu93MmzevyM8OHz6cEiVK+Dxeq2vXrkRERDBp0qRCn3V+6tSpq84JsHXrViZPnky/fv1o3779FX/urrvuolu3bowbN87nb3E9+bd6nJDub5K3fQnJU3v49Iba9q7FVKU5usCClZO5Zlt0liBse9edK7MOnV8w5prtPGV0gRGYKjfDeq4MQNhj07DU60r6vJfJXDj6hi3TxVb+7WD0cqvn0SwAC3fYybRCu2pqD31KjptRy2zEHS3YuCdlu/hht522VQ0oikKlSB2xoQordtu92sjaA+qOS8Oy1+edCxfT1+iMqfNE0BVcTaCv1wvFLwTngVUAKAERmLtOQle+WcEHA6Iw1LwH58HVnkHGFkMwNn/aa/qGxv1xWzNwHv/9huT/t9d/2F39KdF3IpmbF3BiXDefq8dydv6Mf81W6IMK1nuBt92F3i+I7J3q7e/Zu35G7x9M4G0F33F9UCT+NVuSvUstc3hkc59/9tREsrb/wOGRzbEeKbwD+1qt/PUEo6duwe4ouGV04aojZObYaddMfWFkSoaVUVPivF50mpSaxw/rj9O2SWkURcFs0tOwdjSrfjvpVf+rfj1JUICRulWLvwNzyfx/5jL622Tv9rM5m8w8F+3qqo9PTMlyMuqbFOIOWAvyZzr4YVsObev4oygKYx+KZP6Ikl7/2tT2IypYz/wRJenV4tqfTVpofq3Xv9bz/8vXPwANe/bn7hfeZs/KBXw1sCu2i54lfHjzz5RreAf+YQXroErN22MOCOLwb6svnty/zr+9DVmaP0rAvWPJ//N7Mj950Od5/vn712Gs3BwloGD6xup3orMEkr/vF7XMvl/QWYIwVm/rKaMERGCs1MxT5mb5t9f/ZfPHJTN65iHv/L+cITPXSbuG6jxTMvMZNeMQcXsKrvJLSs/nh83JtG0Q7rm4ae6a0/zvm2N0ahLJjJE1CfK/8Q9C+Lfvw9W4/0maPTuJwz/PZ8XQLj7vOomPW02pBndgCS1Y/5Ru2h5TQBDxcT97ypgCgynTrIOnjCU0kpL1WxH/u5pfUXS0GT2TCm0fKMjuF0CN+54g8Y8N5GelFyv/5Wi+/f/L8we36Udk7/Fkb1lE4jv3+exD5+1ei1/1lugu2If2r9MOnV8QubvXAJC7ew06v2D86xQ8LUIXFIlftRaeMuYK9YnuPx1zpcZe0/ev3RZH+mmcmVd2kefF/gvHwf/2ddDlaH0bsHJrJqNnJWJ3XLAfujGdzFwX7eoHncvvYNQXp4j7u+Bl9UkZDn6Iy6Rt/UAURcFqdzNyZiILNqR7Tf/XPepnqpW+9BNPip3/LyujF2Z670dvyyMzz027WuoJ+pQcF6MWZnq9rD4py8kPO620rWFGURScThi9KIvv4rwfAffjTit6Hdxe4fJ3RaSl5Vz3f5mZap7MzLwbMv1rrv9/eftv9WB/eoycyPYfFzClfzef96Hs3fQzVRq1IvCCY5iaLdtjCQxi76afr3g+5erczmMTZ1CxXhOv4TVb3EXG2VNkpZwt4pOXZmr8CH6dR2PfvYycWX3goneYOA6tx1ChGUpAQWe9oUprFHMgjoPr1TIH16NYgjBUaeMpowSEYyjf1FPGeWIbblsOxtpdvaZvrNUJx9HfwZnPtZJHexVDjRo1KFeuHO+++y4DBgwoslxqaipms7rCczgcbNq0iaVLl9K7d29PmZdeeomHH36Yhx56iKFDh1K9enXOnDnDzJkz+fPPP/n888+v+PmLlSpV4tlnn2XixImcOXOGe+65B7PZzObNm5k8eTLt27cv8jFkRUlOTmbDhg088cQTVK9e3Wtc1apVady4MYsWLeK5554r9PMWi4Vx48bRt29fr+HBwcG8//77DB48mP/7v//j0UcfpUqVKuTk5LB27Vq++OILIiIiqFLF+xmCRd2dYzabcTgcPPfcc9SsWZPHHnus0LJBQUWfvDv/iK8rvQPoaumCownpOQ5H8nFyfpmBsextXuOdSUfJ2fA5AXc+RcSzi8n64W10AeGEPDAW6+7V5B/ZAkD+od+w7d9IeL9PyVj0Oq6cVIK7jsSdl0HOBvVuJ8ttnfBv3IO8nSvIP7oNY4WGXvOyn9wFjmtfgRSm9+1G5v9h5+XvrXSvZ2TfGRfvrbHRuZaBxuXVVU7tkjoalNEzdoWVEe3NGHQweW0+Bp3CkDbqd0ZRFEbcZea5BVaeX2ilZwMjh5JcTF5no0MNAzVL3piOFMcfX2Go1xtTt3dx7JyHLroGxrYv4dizFNeJOABcp/7CeXIrpo7jsK8ZD24HxtYjwOVQn417jn3bF5g6jceQdABX/Hb0NbthqH0f+T++4rPhuF7+zfVvCImhxGOTyD97jNSfpmOp6P3Oo/zTR0hd9SnhnQZR7rUfSJo/Dn1QBDGPjCPrj5/IO6AeNOT+vYmc3euJHTqLM1+9ijMrheieo3DlpJO6Sn2OcGEdJW6HHUdW6g3rRAHo3akK8386zMvvb6Z7+0rsO5rGe7N20vmOsjSuo97tV7tyOA1qRjH2o62MeKI+Bp2OyXN2YtDrGNKnjmdag3rX4v9eXcuwCZvo3qESO/5O4rNFfzP88Xr4WW7M5rt3yyDm/5bFy3OS6d4skH3x+by3NI3ODfxpXEU9aKhd1kSDimbGfpfCiPvCMOgVJi9Lw6CHIV1CAagY47uDHhqgw2iAOuVu3DN5NV//Ws//L17/AARGxHD3iHdIiz/Klm+nUbKm9zoo9eQRtn73CU0eeppHP/2RXz5+C//QcNo/P4EDG3/k5M4bc+Lievo3tyElKJqA+97EmXKcvI2fYShd12u8M/kY1k2z8GvVn5CnF5D70/9QAsIJ6Daa/L0/4zi2FQDHkc3kH9xE0CMfk7PsDdw5qfh3HIErLwPrr19cQ+1du39z/V9R/rtKMH/dGV6efpDubWLYdzyH9+Yep3PTSBrXUN/pWLtCIA2qBjH288OM6FMeg05h8rwT6ne4R1lAPakwcc5RYqPM9OlQkr1HvU9wlI2xEB58/R/v8m/eh/OLiKHZ8++QmXCUPfM+JrJ6A6/xmfGH2bvgE2r3eoYuH/3E9hlvYgmJoMmQCZz49UfO7NoMwKkdm0jY9gtt35hN3NSXsWak0PDJ0diy0tmz8BMArOnJHFr1HY0GjcVhy8Oadpb6j48kICqWNaN8rzK9XjTf/v/F+fUh0UQ8PBF70jEyf/4Ec/l6XuPtZ4+SsXYmIXcNpNSIpaR9PwFdYDgRvd4kZ+dKbIfU9m/d/yt5f28gesBnpMx7DVd2KmH3vYIrN4PMtTMByNm6BFunYcQM+oLURW/gzEwmqPmDBNTvwplP+hfrZe3/lePgf/M66EpofRvQ+84w5m9I5+XPEujeKpR9J228N/8MnRsH07i6ekdB7fIWGlTxY+ycU4zoFaPmX3RWPY65T31sXKkII91bhTJtaRIGvXonyrYDucz4IYUerUKpHHtjjmV6N/Vn/pY8Xp6XSfdGFvYlOnjvp2w61zXTuKJ6N0PtWAMNyhsZuySLEZ3d6n70ymy1/turF02XCtPzQEMLn2/IwWKEeuWMbD9q55N1OfRp5k+FqMuvgxwXdCZcb06n64ZOv7j+ze0/ODKGXq/8j+STx1j31ceUvegYJunEEdZ/8yl39n2aYbNWsPzDtwgIjaD7iPH8tf4njuy48mOY7T8tosMTz/PEe7NZOnkMWanJNL6nN7e168rnI/6v0AvhL0cJjMLSeSyu1BPkb/4Cfak6XuNdqcfIj/sSU7N+BPzfd1jXvoviH46l46vY96/BeWIbAM5jcTiO/Ipfrw+x/jQOd24qlnbDcVszsMXNVidmz8O2aTrmO5/D7czHeWIbptt7o4+tS86MHledvTDSkVJMnTp14uOPPy7ysV4APXv29PxsNBqJjY2lX79+PPPMM57h0dHRzJs3j08//ZT//e9/nD59muDgYBo0aMB3333n03lxOU899RQVK1Zkzpw5LFq0CKvVSpkyZXj66ad5+OGH0euv7uTD0qVLcbvdPPTQQ4WO/7//+z8GDRrEjz/+WOQ0GjZsyKOPPsqsWbO8hjdq1IilS5cya9Ys/ve//5GYmIher6dy5co89dRTPPjggwQHe9/63LJly0Ln0aZNG/r160dSUhJJSUm0bt260HITJkygcePGhY4LDQ1l7NixPP3004WOv1aW2u3RmfzRRZYjaoRvfaV9+TS5m78l+f17COk5nrB+n+K2ZpO3/XsyFr7mVTblk76E9BhHyANvgE5H/uE4Umf8H+5z74fwq3+P+v9tnfG7zbeNnn61Ls6UkzdgKaFqtJ7pvf14b62NQXPziAxUGNDKxICWBbcyKorClJ4WJqyy8fpyG27cNClvYEpbM6VCCm6U61jTiLm3wrQNNgZ+m0eIn0Lv240Mu/PGnYh1Jx3ANq8fxjtfwtzrM9zZSdh//RDHrx95lbMtHIjprtGYOo8HFJzHN2NfOAB3ZsHzJ507vsVusGBo+DhK82dwpx7BtngIzr1Lb1j+f3P9BzboiM7sjym6PBXeXOszPuGjJ0lfP4djY++mxGPvUHroLFx5WWRuXsSZOSO9yp5490FKPDqJEo+MB52O3H2bOfl+H1w56cXKdr1ULR/K9DGteW/WTga9sZ7IUAsDHqzFgF61PGUURWHKKy2ZMOMPXv9wK263myZ1Y5jy6m2Uii64LbnpbSWY8korpn79F8+8uYGYCD9G9KtPvwdq3Lj8pUxMHxDDe0vTGDT9LJHBegbcHcqAu0O88/ePZsLCVF6fm4LbDU2qWpjSP5pS4Td3t0Lz9a/1/P/i9Q9AlVYdMfn5YypdgSdm/+IzfvGoJ/jz+znMeqIDHV96h+4TvyQ/N4u9qxay8p2Xij3ff9K/uQ2Zat6FYvJHH1GO0GeX+4zP+mYIti1zyfjwfgLuf4ugvh/jtmVj27mU3O9f9y77+eME3PcmAfe8DooOx9Et5HzZH3dehs90/0n/5vq/ovxlApg+oibvzT3GoHf+JjLEyID7SjPg3tLe+Z+rzoQ5R3l95mHcQJOaIUx5rjqlItXv54Y/07Dmu0hIstHnjb985jN+QGUeaO37no9r9W/ehyvbvBNGiz/G2ArcO/MXn/Hrxj7BgeWzWTaoPc2ff5e2b87GnpPFkTUL+f2DF73KrnqxJ82fe4emQyeCTseZnb+x+pWHvO402TjhaZoMmUCTIeMxWPw5+1ccywa1J3nfjbuYRPPt/1+c37/u3ejM/uiiyhM7yvfuyLMzBpC16WsSJ3Ymos/bRA/4DJc1m+ytS0iZ+4pX2dNTHibi4QlEPPgWKDqsB3/nzEeP4spNB8Cdn8epSd0I7zGaiF5vogsIJz9+N6cm9yJ3x4pi5f+vHAf/m9dBV0Lr24CqpS1MH1aG9xacZdAHJ4kMMTCgaxQDuhZcoa8oClOeKcOEb0/z+pen1OOYGv5MGVyaUhEFJ7dff7QkZaKMzFufTmKKnZLhBobeH0W/jjfmjjiAqiUMTH88lPd+ymbQrHQig/QMuDOAAW0L1i2KojDlkRAmLM/m9UWZav1XNDGlbyClwgrO9Y25P5gy4Xq+/8PKx2tzKBGiZ2iHQJ64w/+G5de6f3P7r91aPYaJLFOeF79d5zN+1kv92bx4Du/17UCvV9/liXe+xJqTxfafFrHg7as7hrFb83j/8U7c9/xY7h8xjsDQCOL3/8VHA7uza63v/vuVMFRrh2LyQwkvS+CAJT7jcxcMw/7HPHJm9sCvyxv49/oId3429t3Lsa54w6tszlf98esyBr9Oo9RjgONbsX470Ot9KLa174HLganRIyitBuI6e5DcOY/jPLG1WPkvpriL050khLishIFhNzvCVYudnub52f11w0uU/PdS+mzz/Jw77vLvyPm38X+14H1CWvwbXFj/e3rdmNueb6Ra8woeV+U+NPYmJikepXLByUb36rtvYpLiUdqv9Pys+frXen6Nr39er3Njn8N9I4z9q+AKWS22H/BuQ8nDfF8I/28XObngrmQt/g28vsPb+93EJMWj3P6552et78N90ujGvVD5RhmwteDl6Jpv/xrPf/ixq38c981W6cuCx2Nr/ThYi+sfuOg4UuPbAPdv99/EJMWjNF/s+dm95Ma8j/NGUu7b4Pk5Ken63/VkMOgICwsgLS3nhtyREhVV8PQZrbf/AVVv3IXDN8onB2yenzNeKXUTkxRPyPjEyxc6R96RIoQQQgghhBBCCCGEEEIIUQR5tJcGrFixgldfffWSZf7v//6PoUOH/kOJhBBCCCGEEEIIIYQQQoj/BulI0YDWrVuzZMmSS5a5+F0iQgghhBBCCCGEEEIIIYS4dtKRogEBAQEEBARcvqAQQgghhBBCCCGEEEIIIa4reUeKEEIIIYQQQgghhBBCCCFEEaQjRQghhBBCCCGEEEIIIYQQogjSkSKEEEIIIYQQQgghhBBCCFEE6UgRQgghhBBCCCGEEEIIIYQognSkCCGEEEIIIYQQQgghhBBCFEE6UoQQQgghhBBCCCGEEEIIIYogHSlCCCGEEEIIIYQQQgghhBBFkI4UIYQQQgghhBBCCCGEEEKIIkhHihBCCCGEEEIIIYQQQgghRBEUt9vtvtkhhBBCCCGEEEIIIYQQQggh/o3kjhQhhBBCCCGEEEIIIYQQQogiSEeKEEIIIYQQQgghhBBCCCFEEQw3O4AQtyr3nudvdoSrptR6z/OzFvOD9pfhlsq/vd9NTFI8yu2fe37WfP1L/n+c5L+5JP/N57UMXze8iUmKR+mzzfNz7rhyNzFJ8fi/etzzc/77lW9ikuIxPXfI87MWvwNa/w5fmF/r7V/r9e9ecsdNTFI8yn0bPD9L+7k5bqnjsNV338QkxaO0X+n5WYtt6FbaBmg9v3tGrZuYpHiUJ/d4ftZ6+78cuSNFCCGEEEIIIYQQQgghhBCiCNKRIoQQQgghhBBCCCGEEEIIUQTpSBFCCCGEEEIIIYQQQgghhCiCdKQIIYQQQgghhBBCCCGEEEIUQTpShBBCCCGEEEIIIYQQQgghiiAdKUIIIYQQQgghhBBCCCGEEEWQjhQhhBBCCCGEEEIIIYQQQogiSEeKEEIIIYQQQgghhBBCCCFEEaQjRQghhBBCCCGEEEIIIYQQogiGmx3gSjmdTr777jsWLVrE4cOH0ev1VK5cmR49etC9e3cURQGgbdu23H///QwZMsRnGn379iU2NpaJEyfSt29ftmzZUuT8YmNjWbt2rU85RVHw8/OjUqVKDBgwgPbt2wMwdepUFi9ezNq1a32mtWjRIl5++WX279/v+flSZs+eTZMmTa6oXtxuN4sXL2bx4sUcPHiQ7OxsSpYsSZs2bXjqqaeIiorylG3bti0JCQlenzebzcTExNClSxeGDh2KTlfQt3aldX7//fdTrlw5Jk+e7DXtli1bkpSUxNq1a4mNjfUM//jjj/nss8946aWXGDVq1GXrAuDRRx9lzZo1lC5d2mt8fHw87dq189TZyJEjWbx48SWnFxsbS7t27ejQoQNTp071KXOpNnS9nU7Oo9uwDXw4siFNakd4hq/bdoZp8w6y/3gWYUEmOjYvydCHqhLgV/CVPZNiZdLsv9m0IwmH0029aqEMe7gadSqHXtW8JL/kv2n5U2x0e2kHHz5fgyY1Qwry/5HKtEUn2X8yh7AgIx2bRDC0ZzkCLPqC/Kk2Jn1zjE0703G43NSrHMSwB8tSp2KQp4zL5Wbe2tN8s/o08WethAcbadcwnCHdyxLof+2bP83Xv+SX/P/h/LfCMmg+f6aLbh/n8OGDfjQpX5Bt3QEH0zbY2H/GRZi/QseaBobeaSbApBTkz3Qx6Wcbmw45cLigXmk9w9qaqVNK7zWPP+OdvLfGxl+JTvxNCi0r6XmxvZmIgGu/lkwJKoHlqVXY5j+F68TvnuG6ym0xtnoWXXR13LlpOP/+Afv6d8Gee8FnYzC2fRV9pdag0+OK/wP7+v/hOvXXhXPA0ORJDA36oASXwJ0ej2P7bBzbvrzm7AAElsDYdwWOZYNwx8cVzLXCneibDkaJrA55abgO/ojzt/e98hMQg/6Ol9CVvwMUA+5TO3D+9i7uM7u9ZqGr/SC6Bo+jBMdCZiLOnV/h2vnVdYmv+fav8fxab/9ar3+A0+lOur2fwoePhtKkkqlgGf62Me3nbPafdhDmr6NjXQtDOwQQYC5Y753JcDJpRTab9tvUdWhZI8M6BlKntNFTxmZ3c/voszhc3vP1Nyn88Wb0NeeXNiTHYdeUP81Bt/EJfPhkNE2q+hXk/yuXaT+lsz8hn7BAPR3rBzC0a6h3+093MGlxGpv+zlPzlzczrFsYdcqZi5zfkBln2XPSxto3ylxzdtB++9H691fr+U9nuek2y8mH9+poUragba877GLaZhf7kyDMDzpWUxjaQue9D53lZtJ6F5uOudX1fymFYS111Cmhlok74eKxeS6feZ43uLmOwc2vbT9a6+1fEx0pdrudZ555hl27djF48GBatmyJ0+lk48aNTJw4kbVr1zJ16lT0ev3lJ3bO1KlTsdvtAJw6dYqePXsydepU6tevD+A1rU6dOvHqq68CasdFTk4OM2fOZOjQoXz33XfUrVv3iufbuXNnWrVq5fl9yJAhlChRwjN9gJCQkMI+6sPlcjF48GC2bdvGwIEDGT16NAEBARw8eJCPP/6Y7t27s3jxYiIiChpLv3796Nevn+f3zMxMfvzxR6ZOnUpAQABPPvkkcHV13rRpU1asWOGV7e+//yY9PZ2oqCg2btxI7969PeO2bdtGkyZN6NatG23atLlsXezYseOK6gPg1VdfZfjw4V7DrFYrTz31FPn5+dSoUYPMzEwAVq1axQ8//ECXLl2uePrX06nkPPq/sYWsXIfX8NW/n2bo/7bTuFYEk4c3IN/h4uP5B9mxP41vxjfDoNeRlWPn4Vd/I8/q5NmHqlKuZACrfj9N31Gbmf1mM+pWCb2ieUl+yX/T8qfY6D9xD1m5Tu/8W1MYOnkfjWuEMHloNfIdbj5efJIdB3bzzZi6GPQKWbkOHh77F3k2F8/2Kku5En6s2pJM3zd2M3tUbepWVnfiZy5P4IN5x+nXNZZmtUI5djqPD+af4ODJXD57uZanM7hY+bVe/5Jf8v+H898Ky6D5/Bku+n+dR5bNe/jqfXaGzrPSuLyeyT38yHe6+XhjPjtm5/JNP38MOoUsq5uHZ+WSlw/P3mmmXLiOVfsc9J2Vy+zH/Kkbq+7D70508tjsXJpV0DO1lx9ns9y8v9bGM9/lMbdfwDXlV4JKYn5oDorFe59dX+1uTN2n4zr+O/mLngG9CWPLIehK347ty+7gdoI5CPOjC1GMftjXv4Mr9Sj66p0w952P7asHcSXuBMB41yiMTfpj3z4H5/6V6MLKYWw9HCWkDPY1b11TfgJLYnzgCxRLsPdyVWqPodtHuE/G4fhhKOiN6Js8g6H7bBzfPajmNwVifHAuGP1x/vo+7vRj6KrcjaHntzjm98F9ZhcAutq9MLQfh3PHlzgP/4wuthH6O0eD3ozrj8+uKb7m27/G82u9/Wu9/gFOpTvp/1kaWVa39zLstjL0qwwaVzQyuU8I+Q74eG0OO2bk882gcHU/Os/Fwx+nkpfv5tm7AykXoWfVbht9p6cye0A4dcuonSkHzqgd1f/rHUyZ8IJzI3pd8fefz5M2JMdh13Qcluag/0dnyMq7qP3vzGHozCQaV7EwuV+0ug/xUzo7plj55vmSBe3//dNq/q6hlIsysurPHPpOPs3sZ0tQt7xvZ8rSLdms3plLqfArP994yfwabz9a//5qPf+pTDf9Fzh996EPuhj6vYvGZRQmd1PId8LHv7vYkeDkm4f16j60zc3D3zrJs8OzLXSUC4NVB930netk9oN66pZUqBWjMPdh37b+wSYXf51206X6tW0DtN7+QSMdKZ988gnbtm1jwYIFVKxY0TO8UqVKNG7cmF69evHZZ5/x1FNPXfE0Q0NDPT/bbGoLDAkJ8bqD4zyLxeIz/PXXX2fFihUsX778qjpSLBYLFovF87vRaCx0+ldi1qxZrF+/nnnz5lGrVi3P8FKlStGkSRO6dOnCZ599xosvvugZ5+/v7zWvqKgoBg8ezJYtW1ixYoWnI+Vq6rxZs2Z8/vnnJCYmUqpUKQA2btxI7dq1qVChgldHitPpZMeOHQwfPvy61sV5QUFBBAUFeQ0bPnw48fHxzJ07l+DgYE9HSpkyZXjjjTdo0qQJkZGRxZ7n1XK53Cz5JZ5JX/6N2+07/sPvDlCpdCAzXmuMyaj29DasGU6Hp9exaG08vdqXZeHakySczeObcc1oUCMcgBb1okjLzGfC53v5dkLzK5qX5Jf8NyX/xrNM+voYhU3yw4UnqFTKjxkja2IynMtfPZgOw7azaP0ZerUtwcJfzpCQZOOb1+vQoJp6EqhFnVDSshxM+Ooo346pi8vlZubSeB5sV4LhvcsD0LxOKKGBBp6feoDdR7O9rpq6qvxar3/JL/n/o/lvhWXQfH63myU7HUxabcNdyFbgw/X5VIrSMaOPHya9eqDWsKyeDlNzWPSnnV4NTCz8005CuptvHvejQVn1UKZFJQNpuW4mrLTy7blOknd+tlGjhI5pvf3QnTthE2iG8SttxKe5KB1WnKvpFPR1u2Nq9yrgeyBpbDUMd/IhbN8+Ci71gi3nyS34Pb0B/W09cf45F8NtvdCFlsH6ZXdc8dvUejm6CcUvHONdo7HN7g5+YRgaPY5jx7fYfxp1rsxGXJmJmHvOxPHnt7hTDhcrv67m/ejvGFlofn2zobhTD+NY3M+T35GwFeP/rUVXqweu3d+hq9VTPRHwXS/ciX+oy3jiVxS/cPRtXlU7XEAtn7AV5y9vnquHzRBWAX29R4rdkaL59q/x/Fpv/9qv/3PT/cPKpB+yCt+P/jmHSlF6ZvQLw2Q4tw6tYKTDpBQWbcujVxN/Fm7LIyHNxTeDwmhQXr2TpUVVM2k5LiYsy+Lbp9Xl2pdox6CDu+tYPNO6dtKGbvo6SOvHYVuymbQ4rfD6X5FOpRgjM56OKWj/lSx0GBPPot+z6dUiiIWbs0hIcfDNcyVoUEk9F9Wihp/a/hel8u3zJb2meSbdwbgFqZQIvfZOFK23H61/f7We3+V2s2SPejdJoe3nNxeVImBGD13BPnRphQ4znSza7aZXXYWFf7lJyIRvHtLTIFYt06I8pOU6mbDOybcPGwg0K9Qr5T3ttYdcbD7hZnI3HRXCi7c90H77L/Cvf0eKy+Vizpw5PPDAA14n9M+rWbMm9957L3PmzMHlKvr2o+vNYFAP3Ewm02VK3hhut5uvvvqKe+65x6sT5TyLxcLs2bMZNmzYFU3PbDZ7lulq67xhw4YYjUb++OMPT5mNGzfSokULWrRowe+//47DofYA7t27l5ycHFq2bFmMpb56X331FcuXL+e1117zqacXXngBvV7PmDFj/pEs5+0/nsmYT3Zzb5vSTHq2ns/4IwnZtKgX5Vl5AESGmqkYG8j67WcBOByfTUig0bPyOK9JnQh27E8jI9t+RfOS/JL/H89/Iocxnx/m3lbRTBpUpZD8ebSoG+bZeQeIDDFRMdaf9TvS1PwJeYQEGDw77578NUPYcSCLjGwH2XlO7mkVTdfm3h2zFUv5A3DyjLV4+bVe/5Jf8v+H898Ky6D5/GdcjPnByr11DUy6z89n/JEkFy0q6j0HgACRgToqRulYf1C9cvZwsosQC55OFE/+8np2xLvIyHOTlutmy3EnDzc0eTpRADrUMPLLsMBidqKAElMDU6dxOP5ahG3pc77jIyvjPLLBcwAOQE4yruRD6Cu3BUAXWRl3XrrnAPw81/HN6Ms0BEswuvCKKDoDzoM/+5RRdHr0FVsXL39UdfTt3sS1dwmOn17wHR9eCfexjd75c1Nwpx5GV6GNWiaiEm5ruqcTxZPt5O/oSt0O5nPbZr0ZbNneM7CmgyWsWNnhFmj/Gs+v9fav9foH2H/awZjFmdzbwI9JD/o+xeLIWQctqpq9Oj4ig/RUjNazfl++ugxnnYT4KZ5OFM8yVDKx47idjFz1nMrfiQ4qRBuuYyeKtCGQ4zC4huOwxHzGzE3h3saBTHrM90LYI6fttKjh593+g/VULGFk/R710UyHT9sJ8dd5OlE8+atY2HHERsZFd+m89k0KLapbaFrNu3yx8mu8/Wj9+6v1/PuTYMxqF/fWVJjU2Xc/9kgKtCiveO9DByhUDIf1R9TehMOpbnUfOtZ7vd6krMKORMiw+vY6WO1u3lrjonVFhY7Vit+FoPX2f6F//R0pR48eJT09nQYNGhRZplmzZixYsICTJ0/+I5nS0tL46KOPsFqtdOjQ4R+Z58Xi4+NJSEigefPmRZa58L0kRcnPz2fFihX8+uuvvPLKK8DV13m5cuWoV68eO3bsoGvXruTk5LBjxw6ee+45ypcv7/m9UaNGbN++ndjYWMqVK3f1C32Vdu3axcSJE7n//vvp1auXz/iwsDDGjh3L4MGDWbZsGd26dbvhmQBKRvqx6qM2lIj0I253is/40CATiUl5XsPsDhenkvPIP/eQ2rAgEzl5DjKy7YQEFjzL9sRpdQch/kwuIYEhl52X5Jf8/3x+M6veu50SEWbi9mYUkt9AYrL3fapqfhv59vP5jeRYnWRkOwgJLNiMnTi3Ux6fZKVWhUBGPebbEfzzNnU5Kpf2L2Z+rde/5Jf8/938t8IyaD5/iI5VQwIoEawj7pjvbfah/gqJGd4HcXanm1MZ7oL8fgo5+ZCR5ybEr+BA8ESqOj4+3UWW1Y3LDWH+Ci8symPtAQe4oX0NA692tBBsKd6JQXdGAtZprXFnnUZXtqnv+Nw0lJCL9r91BnTBpXDrTefKpIIpACzBYM30FFPC1H1jJbQs7rxU9ecQ73cDesqElS1e/sxE7F+0g+zTKKULeR9jXhpK8EWXIeoMKEEF+clLA2OA2mFiuyB/SNlz/5fBfXYPrj9noW8/AV31e3EdWYNSsj66mvfj2rukWNnhFmj/Gs+v9fav9foHKBmqZ9WISEqE6ok7nO+7DP46EtO9TwTbnW5OpbvIP7fKDQtQyLG5ych1EeJfcMLqRIr6ufg0JyH+OvadcmDQQb+Zaew4lo/JoHB3HQsvdg0k0Fy8k2nShm72Okjjx2FhBla9XpoSYQbiDuT5jA8N0JOY6r1vYXe6OZXmIN+h7luEBerJsbrIyHUS4l9wl8mJZPVz8SkOz/D5v2Wx56SN5a/G8vbi1GJl9sqv8faj9e+v1vOXDIJV/fWUCFKIO+F7E0GoHyRmeg+zO92cyoJ857n274e6D211E3LBvvCJdHV8fAaEXNRnOPsPN2ey4Yte13Yfhtbb/4X+9XekZGSoK/iwsKKvXjo/LjX12lduhVm2bBn169enfv361K1bl6ZNm7J27VrGjx9/VY/1up6Sk5MBCA/37okbOHCgJ2v9+vV93v/xySefeI2vW7cun3zyCa+++ip9+vQBilfnTZs29dyR8vvvv+Pn58dtt91GeHg4NWvWZNOmTQBs3bq12HejdO3a1St7/fr16dq1a6Fl09PTGTZsGBUrVrzkHSft27ena9euvPXWWyQlJRUr19UKDTJRItL3Kszzurcrw+rfTzNj0WFSM2wkJuUx6qNdZOU6yLOqO7j3tI5FURSe/d92Dp7IIjPHzrL1CSxeq3Ym5tmcVzQvyS/5//H8gUZKRBT9Ir/ubWJYvTWFGUvjSc20k5hsY9Snh8jKc5BnUzeg97SMQlHg2Q/2cTA+l8wcB8s2nWXx+jNe+S+281AWM5YmcGeDMKqWKd7z8TVf/5Jf8v+H898Ky6D5/H4KJYKLPvzoXs/I6n0OZvxqIzXHRWKGi1HLrGRZ3eTZ1YO8e+oa1G3A/DwOnnWSaXWz7C87i3eqV6Hl5at3pAC8usyKxajwUS8/XmxvZt0BBwO/zcNd3Pv8rRm4s04XOdq5cx6G6p0wNBsI/uEowaUwdZkEliAwqSeOHLuXgNuF+YHpKJFVwByMvtZ9GOr2BEAx+uFOPYrzxBaMdzyHvtrdYA5CiamFqcsk3A4rirF4J6GwZUB20fldexagq9IRXcOnwC8cgkqibz9Bnf+5eTr//h7cbgxdP0SJqALmIHTV70FXq7s6EaPaZlz7luP6ewmGTu9ieuZPjA98gTvxD5zri/9scM23f43n13r713z9o3aUXOoRQ90b+bF6t40Zv+SQmu0iMc3JqAWZZFld5OWfW4fW91PXoV9lcPC0g8w8F8t25LF4u3oCKy/fjdvtZv8pB8eTnbSraebTfmEMaBvADzutDPg8HZfrv7kO1Xob0vxxWICeEmFFXwvevVkgq3fmMmN1BqlZThJTHYz6OpmsvAvaf6MAFB08OzOJg6fyycx1smxrNot/zz6XXy2XkOpg4qJURveKICzw+rwbRevtR+vfX63nD/VTKBFU9IVA3esorD7oZkaci9RcN4mZbkatdJFlg7xzN9ncU0Onfn+XujiY7Fb3ofe6WLxbbfd5du9p5jvdzPnDRefqCuXCru3uRM23/wv86+9IOX/CPisrq8gy50/8h4eHYzAYinzEl8vl8jy+6mq0bduWF15Qb3/X6XQEBgb6dDLciPleyvn5n1/288aOHYvVql4NMGfOHNauXes1vnfv3vTt2xen08nmzZt599136dixo6cT5cJpX2mdg3qHyrRp08jJyWHTpk00bdoUvV7d4LRs2ZK4uDjcbjfbt28v9qO0Pv30U2JiYryGnTlzhr59+3oNc7vdjBw5kszMTL744guv97AUZtSoUXTt2pXXX3+dadOmFSvb9TT4wSo4nW6mzN3Pu1/tw2hQ6HlXWdo1iuFQvLqBr1wmiI9facjoj/+i27ANANSqFMKQ3lUZ99leLObrs7GX/JL/H8/fvayaf/4J3p17HKNeoWfbGNrdHs6hBPUAr3Jpfz5+oQajZx6m24s71PwVAhjSsyzjvjyKxeSb/4/9mQz8315KR5sZP8D3Vvbrll/r9S/5Jf9/OD9ofxk0n7+NCacLpqzL5901+Rh10LOBkXbVDBxKVvezK0fp+bi3H6OXW+k2Xb0CrVZJHUPamBn3kw2LUcF+7sq7WiV1vNVN3Q9sVhGCLArDF1n59YiTlpWu/2GQfcP7oNNjbD0cU9uXcTvzceyYi/PAanSR6rbHnXwQ27wnMHWegN8A9bEPzlO7sG94D9PdY3Hb1W2dbdEgTJ3GY+7xqfq5vAzy147HeMdznjLXm3PzFNAZ0DcfhqHVi7id+bj+mofr8M8oEZXVQqmHcHz/FIa73sL46I8AuM78hXPzZAx3vg7nshnumY4SezuODRNxn96FElkNfbMhGLpMxbFs0A3Jr/n2r/H8Wm//Wq9/gMF3BeB0uZmyKpt3f8zGqIeejf1oV9PMobPqCabKMQY+fjyU0Ysy6fa+eqVurVgDQ9oHMm5pFhajgtsN0x4LJTxAR5US6rqyUUUTUUE6RszNZNOBfO6oXvQJ+eKSNiTHYdeUv3Oo2v6Xp/Hu92lq+28eRLu6/hw6pZ4hrlzSxMcDYhj9bTLdxiWq+cuYGNIllHELUrGYFNxuN69+lUzrmn7cXb94nT7Fyq/x9qP176/W8w9ursPpcjHlVxfvbkTdh66r0K6ywqEUdb+4cqTCx/frGL3KRbdZ6jahVgwMaaFj3FoXlot2jVcecJOUA080uvH3YGip/f/rO1LKli1LVFQUW7duLfIxWlu2bCEqKorSpUsTHBxcZAdARkYGISG+zxK9nICAgMs+iupGzPdSypQpQ1RUFHFxcXTu3Nkz/MKOhsLmGRIS4lmWihUrEhAQwEsvvYS/v7/nRfNXW+cAt912G2azmV27dvHrr7/yxBNPeMq2bNmSzz//nN27d5ORkUGzZs2KtcylSpXyzO+88501F5oxYwbr1q3jww8/vKJHiJ1/xNczzzzD999/X6xs15NBr2N43+oMfrAKJ8/kEh1uITjAyCOjNnvdvtayXhRrpt9Jwll1RVw6xp+Fa9Se2NALyv3TJL/kvxYGvcLwh8ozuHtZTp61Eh1mIjjAwCNv/EVIQMEmq2XdMNZ8cDsJSert56WjLSz8Rb0SKjTQe9O2YnMSL08/RPmSFma8VIuwoBu3fNqvf8kv+YtP6/lB+8ug+fw6heF3mRncxsTJNBfRQTqCLQqPzMr1egRBy0oG1gwNIOHcowhKh+lYuEM9SRLqpxBw7vxemyre24NWldXf/z59YzpScDuxr3sb+4bJKGFlcWedAVsm5r7zcOele4q5jm7E+lFLlJAy6scyTqK/7dxjaPPOXSSVk0z+gqfINwejBMXgTjsOLiemTuPVd43cCG4nzk3/w7n5AwgpCzlnwJaFoec3YC24eMt9YhP2z9tA8Ln98sx4dLV6qOOsGepjvCq0xrH6FVy756nDE7bgzjiB8f7PUCrcifvouuseX/PtX+P5td7+NV//nNuP7hTE4LsCOZnqJDpYR7Cfjkemp3o9CrFlVTNrXookIU3toC4drmfhVnV5Qv116HQKTSr5vgu29bnOk32nHDekI0Xa0M1eB2n9OExh+L3hDO4cyslkB9EheoL99Tzy/ilCAgpOBLes4ceasaVJSFEf51U60sjCzeq5vFB/HV9vyGJ/Yj5LXymF49yFGedvZHU43egU0Omu37uDCvJru/1o/fur9fwGncLwO/QMbu7mZDpEB6LuQ891eD2uq2V5HWueVEg4F7V0qMLCv9RtQehF16CvOuCmSgRUj77+7d0nv4ba/7/+0V56vZ7HH3+cBQsWcPjwYZ/xBw8eZMmSJTzyyCPo9Xpq1arF9u3bfcqlpqZy9OhR6tSpc0Ny1q5dm+zsbPbt2+czbtu2bdd9vnq9nkcffZQlS5YUOk+AU6dOXXY69913Hx07duSDDz5g//79nmlfTZ2DekdO48aNWbNmDcePH6dFixae8vXr18doNPLtt99Su3bt696pdKGtW7cyefJk+vXrR/v27a/4c3fddRfdunVj3LhxZGdnX/4DN1Dc7hQ27kjCbNJTuUwQwQFGHE4XB45nUquiWneJSXks+PkEdoeb0jH+lI5Rbw/ccySDkEAjsdE37jY2yS/5b2j+vRls3JmG2aSjcml/ggMMOJxuDpzIoVYF9YqgxGQbC9adwe50UzraQulodYu/52g2IYEGYqMKDuw+W57A8A8PUK9KEF+NrkN0mO9B4XXNr/X6l/yS/z+cH7S/DJrPf8zBxkMOzAaFylF6gi0KDpebA2ed1CqpHrYkZrhYsCMfu0vtQDn/4vg9p52E+EFsqEK5cHVY/kVPGDl/QsR8HV+efCFd2aboKt4BThvu5IPqO0QUPbqo6rhO7wZACS6F/rYHQWfEnXESd4Z68KcrURt3bprnd33NbijR1cGWqU7LmY+uRE0Und4zretNKd0EpVwrcOZD6iGwZYGiR4mshvvsHrVQUEl0tXqCzgiZ8eo/QImuhTsvDTLjUYLVZ4y7Er2PydwJW9WyETfmimTNt3+N59d6+9d6/QPEHc5n434bZqNC5RgDwX46dT/6tINaseoJpsQ0Jwu25GF3qh0opcPV4/k9CXZC/BViw3ScyXQyLy6XxDTvlaj13CMWwwNuzGkkaUNyHHZN+Q/ksXFvHmajjsolTQT769X8iXZqlVFzJaY6WPBbltr+I42UjlS/F3tO5hPiryM2wsDKHTmkZbto9Uo8tZ89Tu1nj/P9lhwSU53UfvY4H/2YfmPya7z9aP37q/X8cSdcbDzqUvehI5WCfegkqBWj7vcmZrpZ8JdL3YcOVSgdqg7fc0Z9CX3sBadq7U43m466r+kF81eVX0Pt/1/fkQLQr18/7rjjDvr06cPXX3/N8ePHOX78OF9//TWPPPIITZs29dxN8eijj3LkyBFGjhzJnj17OHnyJBs3bmTAgAFUqlSJdu3a3ZCM59+d8uyzz7Ju3ToSEhLYvXs3EydOZOPGjZ5811P//v258847efjhh5k+fTr79u0jPj6etWvX0q9fPxYuXEjTpr4vUbrY6NGjCQgIYNSoUZ7Hk11NnZ/XrFkzFi5cSPny5b3uHDEajTRp0oQff/zRq4PlektNTeW5556jZs2aPPbYYyQlJfn8O//Ys8KMGjUKk8nk87i0f9rKzacY/fEu7I6CR8UtXBNPZo6Ddk3UO45SMmyMmvaX14uTktKs/LAxkbaNYlCUG99jXBTJL/mvxcq4ZEbPPOSd/5czZOY6adcwAoCUzHxGzThE3J6C72pSej4/bE6mbYNwT/65a07zv2+O0alJJDNG1iTI/8bfhKn5+pf8kv8aaD0/aH8ZNJ//bwejl1s9j+YCWLjDTqYV2lVT1+EpOW5GLbMRd7TgBF9StosfdttpW9WAoihUitQRG6qwYrfd630oaw+oV582LHtjbv3X1+iMqfNE0BVsb/T1eqH4heA8sAoAJSACc9dJ6MpfcId2QBSGmvfgPLjaM8jYYgjG5k97Td/QuD9uawbO47/fkPy6Kh0x3DXOK7+udg8USwiuQ2o2xT8CQ4cJKGUuOMbwj0RXrSuuI2sAcKceUT8b29Br+kqp29Xx5040XG+ab/8az6/19q/1+gdY+ZeV0Qszvdeh2/LIzHPTrpZ6Ijklx8WohZleL6tPynLyw04rbWuYURQFpxNGL8riuzjvR9D8uNOKXge3V7gxV/1KG5LjsGvK/2cuo79N9m7/m7PJzHPRrq56wjUly8mob1KIO1BwXigp08EP23JoW8cfRVEY+1Ak80eU9PrXprYfUcF65o8oSa8WQTcmv8bbj9a/v1rPv/KAm9GrXN7t/y83mTZoV1k99Z+SC6NWuog7UVAmKcfND/vctK2keLWfA8mQ54AGsTckrm9+DbX/f/2jvUB9L8kHH3zAkiVL+O6773j//fdxu91UqVKFF154gR49engqrFKlSsydO5epU6fSv39/srKyiIqKom3btgwdOhSj8cZs9BVFYfr06Xz44YeMHz+e06dP4+/vT+3atZk1axYNGza8/ESukk6nY/Lkyfz4448sXLiQ2bNnk5mZSWRkJA0bNuSrr76iUaNGl51OREQEL7/8Mi+99BKzZ8/m8ccfv6o6P69p06ZMmDCh0JfJt2rVinXr1t3QjpSDBw96Okxat25daJkJEybQuHHjQseFhoYyduxYnn766ULH/1N6dyjH/NUneXnqTrq3K8O+Y5m899U+OrcoSeNa6g5M7UohNKgexthP/2LEozUw6BUmf70fg15hSO+qkl/yazf/XSWYv+4ML08/SPc2Mew7nsN7c4/TuWkkjWuoVyLUrhBIg6pBjP38MCP6lMegU5g87wQGncKQHmUBdYd+4pyjxEaZ6dOhJHuP5njNp2yMhfDg67890Hz9S37J/x/OD9pfBs3nv93I/D/svPy9le71jOw74+K9NTY61zLQuLx62FK7pI4GZfSMXWFlRHszBh1MXpuvbgPaqCcKFUVhxF1mnltg5fmFVno2MHIoycXkdTY61DBQs+SN6Uhx/PEVhnq9MXV7F8fOeeiia2Bs+xKOPUtxnYgDwHXqL5wnt2LqOA77mvHgdmBsPQJcDvX53OfYt32BqdN4DEkHcMVvR1+zG4ba95H/4yvqnSI3gGvXN+hqP4i+w9u49ixAiaqBvuULOPcvx52wBQD3md24ErZhaDcWx4a3weVE3+J5cDnVR4IB7qS9uA7+hP6OV8Acgvv0TpSIKuibDsV15i/ch1bdkPyab/8az6/19q/1+gfo3dSf+VvyeHleJt0bWdiX6OC9n7LpXNdM44rq3QC1Yw00KG9k7JIsRnR2q+vQldnqOrR9IAClwvQ80NDC5xtysBihXjkj24/a+WRdDn2a+VMh6sacRpI2JMdh15S/ZRDzf8vi5TnJdG8WyL74fN5bmkbnBv40rqLeOVO7rIkGFc2M/S6FEfeFqfW/LA2DHoZ0CQWgYoxvttAAHUYD1Cl3Ax5pdz6/xtuP1r+/Ws/f+zYd8/9y8vJPLrrXVtiXBO9tcNG5mkLjMuq529oxasfI2J9djGiNuv7f6MKgU9+TcqEDSWpnS6WIf6ZzQkvtXxMdKefdd9993HfffZctV6NGjat6aXjp0qU9j7W62Jw5c654On5+fowYMYIRI0Zc8WeuZvpF6dSpE506dbpsuYtfPH+hour2SuscoHr16kXWY58+fbxeaF+YouqiSZMmRU734r9dUeUuVlS5du3aXfE0bpSq5YKY/kpD3vt6P4PGbyUyzMyA7pUZ0L2yp4yiKEx58XYmfLGX16f/hdsNTWpHMOWlapSKurm3lEt+yX8tqpYJYPqImrw39xiD3vmbyBAjA+4rzYB7C+5yUxSFKc9VZ8Kco7w+8zBuoEnNEKY8V51SkerO7YY/07Dmu0hIstHnjb985jN+QGUeaB3jM/ya82u9/iX/TUwv+W92ftD+Mmg+f7Se6b39eG+tjUFz84gMVBjQysSAlgWPA1EUhSk9LUxYZeP15TbcuGlS3sCUtmZKhRQcBHasacTcW2HaBhsDv80jxE+h9+1Ght15406CuJMOYJvXD+OdL2Hu9Rnu7CTsv36I49ePvMrZFg7EdNdoTJ3HAwrO45uxLxyAOzPRU8a541vsBguGho+jNH8Gd+oRbIuH4Ny79MblTzmI4/sn0bd8AcO9n0JuEs4tH+Pa8rFXOcfyZ9C3fhXDXW8CCu74OOzLnoasgscKO1Y8h77J0+jrPgTNhkFWIq69C3D+/iG4L3rm2nWi+fav8fxab/9ar3+AqiUMTH88lPd+ymbQrHQig/QMuDOAAW0LXpitKApTHglhwvJsXl+Uqe5HVzQxpW8gpcIKOpnH3B9MmXA93/9h5eO1OZQI0TO0QyBP3OF/w/JLG5LjsGvKX8rE9AExvLc0jUHTzxIZrGfA3aEMuLvgeUWKojClfzQTFqby+twUtf6rWpjSP5pS4Tf39KjW24/Wv79az181SmH6/Tre2+hi0GI3kQEwoKmOAU0KOkIURWHKPXomrHPx+mqX2n7KKExppaNUsHeHSUqu+n/IRe9NuWH5NdT+FfeF97sLIa4b957nb3aEq6bUes/zsxbzg/aX4ZbKv73fTUxSPMrtn3t+1nz9S/5/nOS/uST/zee1DF9f/7uxbzSlzzbPz7njyt3EJMXj/+pxz8/571e+RMl/J9Nzhzw/a/E7oPXv8IX5td7+tV7/7iV33MQkxaPct8Hzs7Sfm+OWOg5bffdNTFI8SvuVnp+12IZupW2A1vO7Z9S6iUmKR3lyj+dnrbf/y9HUHSn/FQMHDiQuLu6SZRYtWkSFChX+oURCCCGEEEIIIYQQQgghxH+TdKT8C40dO/aSL0UHKFWq1D+URgghhBBCCCGEEEIIIYT475KOlH+hmJjr/7xIIYQQQgghhBBCCCGEEEJcPd3liwghhBBCCCGEEEIIIYQQQvw3SUeKEEIIIYQQQgghhBBCCCFEEaQjRQghhBBCCCGEEEIIIYQQogjSkSKEEEIIIYQQQgghhBBCCFEE6UgRQgghhBBCCCGEEEIIIYQognSkCCGEEEIIIYQQQgghhBBCFEE6UoQQQgghhBBCCCGEEEIIIYogHSlCCCGEEEIIIYQQQgghhBBFkI4UIYQQQgghhBBCCCGEEEKIIihut9t9s0MIIYQQQgghhBBCCCGEEEL8G8kdKUIIIYQQQgghhBBCCCGEEEWQjhQhhBBCCCGEEEIIIYQQQogiGG52ACFuVRmvlLrZEa5ayPhEz88JA8NuYpLii52e5vlZ/gb/vFup/rWeX+vtR+v5td5+tnfT38QkxXP7MqfnZ63Xvxbzg/aXQfLfXJL/5rqV9iG0Xv+S/593Yf7DjwXexCTFV+nLbM/PWlyGC/NrvQ3JOvSfdyutgyT/P+/C/Jcjd6QIIYQQQgghhBBCCCGEEEIUQTpShBBCCCGEEEIIIYQQQgghiiAdKUIIIYQQQgghhBBCCCGEEEWQjhQhhBBCCCGEEEIIIYQQQogiSEeKEEIIIYQQQgghhBBCCCFEEaQjRQghhBBCCCGEEEIIIYQQogjSkSKEEEIIIYQQQgghhBBCCFEE6UgRQgghhBBCCCGEEEIIIYQognSkCCGEEEIIIYQQQgghhBBCFMFwswMI8Z+iKJgaPYKpyWPowsvhzknGvncl1jXvgC0bAF14eSxdxmIo3xi3y4l99zKsP43zjAfA5I+l4yiMtTqjmAJwHPsd6w9jcCUf9pqdqfkTmJr1QxdcAtfZQ1hXv43jwNpryu/f8nECWz+BPrIcrqxkrLtWkLlsIm5rFgD6qAqE9ByPuXIz3C4Hedu/J3PxGM94AMUcQPD9Y/Cr3w3FHED+oc1kzH8Fx5lDBWUsQQR1GYFfva7ogqNxJh8nZ8Pn5Gz4HNzua1oG+RvcxL/BLVD/Ws+v9faj9fxabz+Rdz9FVOeBmEtUxJFxlvS4pSR+PQZXnlq/5pKVKN3/PQJrtgSXg7RNC4ifNdIzHkBnCSD28YmENX8AnSWQ7D0bOTnzeWwJBzxlgm5rR9W3VvlESN/6A4ffuKfY+TVd/7fCMkh+yS/5NZ1ftsFI+/mv5j+3DMFt+hHc7kmMUeVxZiaRs+MHUheN87RxQ3RFIh+eiKVqc3A5yd66mJTvXvP5DkT0epOAhveiswSQt/9XUr4Zif30QU8ZnX8o4T3HEFC/Czq/IKyHt5E6fzS2o3/8p/Nrug3JOlQl6yDJr8X8F5A7Uq6jvn37Uq1aNa9/tWvXpk2bNrzxxhvk5eUBMHLkSJ9yF/7766+/fKbdu3dvqlWrxr59+3zGTZ06lbZt215T9qlTp/rkqFmzJk2bNuXpp5/m5MmThX5u+PDhVKtWjZ9//tkzLC4u7pLLV61aNRYtWkR8fPwlywwYMMAzzfz8fD788EM6duxI7dq1adSoEU888QS///77Fc935MiRgPp3atiwIadPn74hdXkp5lbPYOk2Dvv+NeR81Q/bxukYG/TA/+GZagFLMAH956MERpK7YBjWleMx1b0X/4c+8ZqO/4PTMNbuinXleHIXDEUXXIKA/vPBEuIpY2rxFJZOr2P/Yz65X/fHlXYc/76z0JdrXOz8gR2eJbT3JKy7V5E6/RGyf/4Q/ya9CR/wJQCKXzCRzy1FHxxF2peDyFzyBv4NHyD8yc+9phPWbwZ+De4lc8lY0mYNQh9aksjnlqL4F+QP7/85/s0eJvvnaaROexjrrp8IefBtgjoNL3Z+kL/BeTfrb6D1+td6fq23H63n13r7iek+grIDp5CxbQWHxz3AmcXvEnFnXyq9vAAAfUAIVcf9jDE0mmOT/4+EL18l7I4HqfjSd17TqfDC14S16EHCl69w7P3HMUaUouq4NegDQguWseJtOHMy2PdCc69/8Z+9UOz8Wq//W2EZJL/kl/zazS/bYJW0n/9mfoDQzs8R2fddcnf+xOkPepP+4xSCWjxEiSFfA6DzD6HUyB/Qh0RzdsYAUua/TmCT7pR4ZrbXdGIGfU5g4/tJnT+as58+hSGsFKVGrkDnH6oWUBRKDPuOgPqdSZk/mtNT+4DTTqmRKzDGVPrP5td6G5J1qErWQZJfi/kvJHekXGedOnXi1Vdf9fyem5vLpk2bmDBhAi6XizFjxgBQv359pk6dWug0wsLCvH4/evQoO3bsoHz58nz77beMHTv2hmQvUaIECxYs8Pxut9v5+++/efPNNxk4cCDLly9HURTP+KysLH7++WcqVKjA3LlzueuuuwB12TZt2uQpN27cOE6fPu21vEFBQSQnJwNq50X9+vV98pjNZs/Po0aNYteuXYwcOZLKlSuTlZXF3Llz6devH5999hnNmjXzme95s2bNYubMmZ5857OPGjWKmTNnFqeqikdRMLd+mvytX2FbNQEA5+GNuHPT8H9oOvrYuhgq34HiH0buh3fjzk0FwJ15ioDHv0ZfthHOE1vRl7kdY40O5Mzqg+PAOgByjsUR9EIc5qaPYftlChgsWNoOI3/TJ9jWTQbAcWAdAQOXYm77PLlf9C5W/qAOz5KzcRaZS94AwLZvPa7sVMKf/Bxj2XqYa9yJLiCMpHGtceWo+Z1piUQOmY+pUhPyD8dhqtAIv9s6kTy1J7Y9agdc/qHNxLz1JwGt+5P947sYy9TFUvsuUj59HOsf36vz2r8BxT+UwA5DyVrxjvwNtPg3uAXqX+v5td5+tJ5f6+2nRPcXSfrpUxJnq/s5WTvX4MhMpeJL3+Jf+XaC692FPiiCvcMa4sxMUes2JZ4qY34goEZzcv7+jYBqTQlt0o2DY7qQuf0nALL3bKT2zMNEdRnE6Xlq3fhVqEfusV3k7I+7+qxF5Nd0/d8KyyD5Jb/k13R+2QZL+/nP5j+3DKFdniNz3eekzh8DQN7eX3Bmp1LimS8xl6+PX+226APDiR/dEle2uh/kTEug5PDFWKo0xXrwd8yVGhNQvwun3r2f3F2r1ekc+I1y7+wmuN2TpC/7H5aqLfCr1oJT73Und+dKAKwHfqP8h8cJuqOvZ/7/tfyabkOyDr3p9S/5Jf81bQMuIHekXGcWi4WoqCjPv3LlytGnTx+6devGihUrPOWMRqNXuQv/GQze/VsLFy6kYsWK9OjRg2XLlpGTk3NDsuv1eq8cpUqVol27dgwbNoxDhw6xf/9+r/LLly9Hr9fz9NNP8+uvvxIfHw+AyWTymo7FYvFZXovF4plOSEhIofUQHBwMQHZ2NkuXLmX48OG0adOG0qVLU6NGDcaOHUudOnX4+uuvC51vVFQUe/fu5fPPP+eJJ57w6kgpU6YMGzduZP78+TekLgtlDiJ/x0Lsfy72GuxMUm/B1IWXx1ClDY5jcZ4VB4Dj4Hrc1iwM1dQ7ZQxV2+C25eA4uN5Txp2TiuPoZgzV2gGgL1MfxS8U+94fveZl3/MjhorNwWDhaimWIHLjviNv6wKv4edv4TVEVcBSqy35hzZ7NvwAtr1rceVlYqndXq2GWm1xWbOx7S24rc6VnUL+wd88ZQByNszCtq9gGQEcZw6gswShC4q66vzqzOVvADfxb6Dx+td6fq23H63n13r70fsHk7ruK1LXf+s13Bqv3ilrLlGJ4AYdyN6zydOJApC5YxXO3ExCGnYCILhBB5x52WTuKHhslyMzmezdGwi5vZNnmH/F28g7svOqcxZJ4/V/SyyD5Jf8kl+z+WUbLO3nP50f0PkFk/XrXLJ/n+c93VPqORJDdEX8a9+Fdf9vnk4IgNy/1uDKy8S/7t0A+Ne5C5c1m9y/1njKuLKSydu3Cf/bOgBgO/oH8W+0JXd3QRm3Ix9woxj/m/m13oZkHSrrIMmv4fwXkY6Uf4jZbPbpILkSTqeT77//nhYtWtChQwdycnJYvnz5DUhYNJPJBKidPxdatGgRjRs3pl27dhiNRubNm1fYx68LnU7Hpk2bcDgcXsOnTJnCa6+9VuhnEhMTefHFF7n99tt5/vnnvcY1bNiQ7t27M3HiRE6dOnXDcnuxZmJd/hrOE1u9BhtrdgTAeXY/uugquJKPeH/O7cKVdgJ9lHobrC6qCq7U4+B2eRVzpR5DF6mW0UdXUYddNC1XylEUvQFdRLmrju/OyyRj3kjyD3tfHexXrzMA9lP7MJSoiuPM4Ys+6MKZcgJDTGUADCWq4kz2ze9IOuIpYz+5i/RvnsOdm+49r9u64MxMwpWdfNX5Afkb3Oy/gcbrX+v5td5+tJ5f6+3HmZPByU+HkfP3b17DQ5veC0DeiT1YStfAlnjA+4MuF7YzR7HEVgPAUqYGttNHwOWd33rqEJbSahnFaMYSWw1TTHlqfLCd+ovyqP3ZEWLu996WXxWN1/8tsQySX/JLfs3ml22wtJ//dH7AlZtBytcjsB783Wt4wO3dALAn/I2xVDXyTx/y/qDbhT3pOMaSai5TqWrYk475LIP97BFMJaqqH8nPxXZ4CzgdoNNjjKlE9FMzAIWsjXP+k/m13oZkHSrrIMmv4fwXkY6UG8zhcPDLL7/w/fffc++991715zdu3MjZs2fp2LEj5cqVo1atWnz33XeX/+B1sn//fqZNm0adOnWoUKGCZ/jBgwfZtWsXHTt2JCAggDZt2rBw4ULsdvt1zxAYGMjDDz/M3LlzadWqFcOHD2fu3LmcOHGCmJgYYmJifD6Tn5/Ps88+i9Fo5P333y+0E+uVV14hKCiIUaNGXffMV0pfuj7m1s9g/3sVrjP7UcxBuG1ZPuXcthwwBwHq1QzuC1+25CmTjWIOVMuYg88Ny7qoTM658UHXJb+x/O0E3T2MvJ0/4kj8G51fMC6rb36XNRvFos7zUmV0lqJzBbQdgLlaK7JXTuaaXjZ/EfkbeJf5p/8GWq9/refXevvRen6ttx//qo0p0eMl0uOWYT2xB31ACM7cTJ9yrrws9P5qJr1/CK68wsvo/NQyfuVqoxiMWEpV4dR34zk0pgsZcUuJffxtSvV987pkB+3X/62wDJJf8kt+7eaXbfCFZaT9/NfyA5grNiS0y/Pk7PiB/IS96PyCvV4Kfp7LmoXO74LvQCH7QW5rtqfMhSIffZ+yk3YS1KwX6cvfJf/kHsl/jtbbkKxDLywj6yDJr5388o6U62zZsmWsXLnS87vVaqVUqVI88cQTDBw40DN827Zthb4XpGbNmp5HVYF610eJEiW4/fbbAejatStvv/02u3btom7dutc1e2Jiolem/Px8AgMDadu2LSNGjECnK+h3W7RoEWaz2fO4rC5durBy5Up+/vlnOnXq5DPtS3nyySfR6/U+wz/44APuuOMOQH1HSr169Vi4cCGrVq3y3JXTsmVLxo8f79OZMmnSJPbs2cOsWbOIiir81sXAwEDefPNN+vfvz7x58+jVq9dV5b5W+rKNCHjsS1xpJ8lb8Jw6ULlE3+b5XtcrKqMUXebCctfAVKkJEU/PxZFynPTZz1xFtisoc5GANk8S0mM8udsWkb1mWjET+5K/wZXnuhF/A63Xv9bza739aD2/1ttPQI3mVB69FNuZoxz7oN9ls7nP3YGi6C6f35p4kINjupB7cBuOTPWquaxda1FMfsTcP5zTC/+Hq5AOm6uh9foH7S+D5L9UGcl/OZL/UmVkH+JytF7/kv9SZf6ZbbClSlNKPDcfR9Jxzs4YdC7eJfKdvxP3EmXcLt9sWetnkf37fPzrdiDs/lfBYCJt0bVfVKL1/FpvQ7IOvVQZWQddjuS/VJkbn1/uSLnO2rZty5IlS1i8eDFjx44lODiY5s2bM3DgQK+7ImrXrs2SJUt8/r377rueMqmpqaxdu5ZOnTp5XvLeuXNnFEVh7ty51z17dHS0J8e0adOoXLkyFStW5Pnnnyc8PNxTzuFwsHTpUlq3bk1goNrr16ZNGwICAoqV66233iq0Lho1auRVrmvXrnzxxRds3bqVWbNm0adPH+Li4hgyZIhXuR9//JE5c+bw/PPP07hx40vOu1WrVvTs2ZO3336bxMTEq85eXMY69xDwxFxc6QnkfNYLd14aoPaanu9JvZBiDiy4OsSaiWIOKKRMQQ+up/fV5D0txaL+7rZe2wkov9vvJ/LZxTjT4kl+/z5cOWp+V14mOotvfgxtn8gAAIRWSURBVJ0lyHPlivsKyhQEVgju/iahvSeRt20haZ8/dU25LyR/g5v7N9B6/Ws9v9bbj9bza739hLXsRdU3V5GfdIIDo9rjzEoFwJmbUejViDq/YJy5GWqZnMLL6P2DceaoZVy5mWRu/8nTiXJexrYV6Ixm/MrUuKb8Wq//W2EZJL/kl/zazS/bYGk//+X8AAGNu1PyxWU4UuJJfLuL550WrtxMz3wudOFdHK7czELvHFAK+w6gvm/Eum8jqfNeI2vTV4R2ehb013Y9tNbza70NyTpU1kGSX7v5QTpSrruAgADKlStH+fLlueeee/jggw9YsGABb731llc5i8VCuXLlfP6VKFHCU2bZsmXY7Xa+/PJLatasSc2aNWnbti1ut5sVK1aQleV729O1MBgMnhzNmjXjs88+4+TJkzz11FPk5+d7yv3yyy8kJyezevVqT6769euTk5NDXFwcR48evar5xsTEFFoXfn5+AMTFxTFhwgRPeYvFQrNmzRg9ejQvv/wyO3fuJDVV3fgfO3aMUaNGcdddd9G/f/8rmv/IkSMJDg7+xx7xZWo5EL8Hp+E8sZ3sTx/AnXXWM86VdBhdeHnvDyg6dOFlcSWpLyJzJh9GF1bWp6dVF1Ee19lzZZLUZ2vqI7ynpQuvgNthw5V6otj5A9sPJuyJmeQf2UrSO11wZZ7xjHOcOYQhqqJPfn1kWRyn1efm288cQh/hm98QXdFTRg1vJPzJWQS1H0zW6qnqht/lLHbuC8nf4Ob+DbRe/1rPr/X2o/X8Wm8/Mfc/T4URX5O9bzP7R7bBkXbaM86WsB9LycreH9DpMMdUwHrybwCsCfsxx1TwyW8uWRlrvFrGr2I9IjsN9F1Gk7pfYM9IKnZ+rdf/rbAMkl/yS37t5pdtsLSf/3J+gJBOQ4kZ9AW2Q1tIHH83zoyC70D+6QMYo32/A8bIcuQnqi91t58+iDGqnM8yGGMqYj9XxliqOkGtHvGZt+34TnQmC/rAcJ9x/5X8Wm9Dsg6VdZDk125+z7SueQrikpo2bcr//d//8e2337Jhw4ar+uyiRYuoWrUq33//vdedGmPGjCEvL4/vv//+BqVWRUZGMm7cOPbu3cuUKVM8wxcuXEhYWJjPHSTTpk3D7XZf95fOZ2dnM2vWLHbu3OkzLigoCIvFQmBgIFarlaFDhxIeHs7EiROvePqBgYG89dZb/PrrryxduvR6RvdhavwIfp1HY9+9jJxZfeCi5/Y5Dq3HUKEZSkDBzoWhSmsUcyCOg+vVMgfXo1iCMFRp4ymjBIRjKN/UU8Z5YhtuWw7G2l29pm+s1QnH0d/BmU9x+Ld6nJDub5K3fQnJU3v49Oba9q7FVKU5usAIzzBzzbboLEHY9q47V2YdOr9gzDXbecroAiMwVW6G9VwZgLDHpmGp15X0eS+TuXB0sfIWRv4GN/dvoPX613p+rbcfrefXevuJ7PgUpfv9j7RN8zk0prPP47Uyd6wmsPYdGIIjPcOC63dA7x9E5o7VnjJ6/2CCG9xdsIzBkQTWauUp41euDuWe/oig29p5TT+8VS9sZ46Rf+bqLtg4T+v1fyssg+SX/JJfu/llGyzt57+cHyC4TT8ie48ne8siEt+5z+cOgLzda/Gr3hJdUMF+kH+dduj8gsjdvQaA3N1r0PkF41/nLk8ZXVAkftVaeMqYK9Qnuv90zJW8n67hX7stjvTTODOLd0GJ1vNrvQ3JOlTWQZJfu/kvJO9I+Qc8++yzrFmzhjFjxrBs2TIA7HY7SUmFb0ACAwM5cuQI+/bt44033qBq1ape4ytXrsxnn33Gd999xyOPqD39Vqu10I6aunXrEhoaWuzsrVu35p577uGLL76gc+fOREdHs2HDBp544gmqV6/uVbZq1ao0btyYRYsW8dxzz2Eyma5oHhkZGYXWhU6nIyIigjvvvJPGjRszaNAghgwZQtOmTXE6nfz111+8++67PPnkk5hMJl577TWOHj3K9OnTsVqtWK1Wr+kZjcYi66JFixY8+OCDfPfdd8TGxl5Z5VwlJTAKS+exuFJPkL/5C/Sl6niNd6UeIz/uS0zN+hHwf99hXfsuin84lo6vYt+/BueJbQA4j8XhOPIrfr0+xPrTONy5qVjaDcdtzcAWN1udmD0P26bpmO98DrczH+eJbZhu740+ti45M3oUK78uOJqQnuNwJB8n55cZGMve5jXemXSUnA2fE3DnU0Q8u5isH95GFxBOyANjse5eTf6RLQDkH/oN2/6NhPf7lIxFr+PKSSW460jceRnkbPgMAMttnfBv3IO8nSvIP7oNY4WGXvOyn9wFjqtfAcrf4Ob+DbRe/1rPr/X2o/X8Wm8/htAYyvR/F9uZo5z94SP8KzXwGm87dZikFdOJ6jqYKm+u5NS3b6IPjqD04xPJ2PYjOfs2A5C9ZyNZu9ZRYfgc4meNxJmZQsmHR+PMSSdpxXQA0n5bQInuL1DhuVkkzHkNe2oi4a0fIqRxN45M7EVxXpKp9fq/FZZB8kt+ya/d/LINlvbzX84PoA+JJuLhidiTjpH58yeYy9fzGm8/e5SMtTMJuWsgpUYsJe37CegCw4no9SY5O1diOxQHgHX/r+T9vYHoAZ+RMu81XNmphN33Cq7cDDLXzgQgZ+sSbJ2GETPoC1IXvYEzM5mg5g8SUL8LZz7pX6z9IK3n13obknWorIMkv3bz+yyP212MtZgoVN++fYmNjS30bogtW7bw6KOP8sgjj5Cdnc3ixYuLnM6LL75IYmIiS5cuZcOGDZ5HXF1ozpw5vPXWW3z99dds3ryZDz/8sNBpzZ49myZNmlw2+9SpU1m8eDFr1671GZeWlkbnzp0pWbIkXbt25Z133mHNmjWULFnSp+zatWsZNGgQkyZN4t577wXUR2clJCQwZ84cr7Lx8fG0a9fOZxrn+fv7s2PHDgDy8vL47LPPWLlyJfHx8bhcLipVqsRDDz1Ejx49UBSFtm3bkpCQUOT0GjduzJw5c4r8O2VnZ3PPPfd4luNaZbxSyut34+298e/+XpHlcxcMw/7HPHQx1fDr8gb6sg1x52dj3/sT1hVvQH5OQWFLCH5dxmCseTcoOhzHt2L9YQyu5MMFZRQFc5uhmBo9ghIQjuvsQayr38ZxYJ3vzM8JGV/wnpiEgWFe4/yb9yHs0cLbGUDal0+Tu/lbDKVqENJzPKZKjXFbs7H+uYKMha/htmUXRPMPIaTHOPxu6wI6HfmH48iY/wqOM4cACHv8Y/yb9i5yXqdfrYsz5WSh42Knp3l+lr/BP/83uJXqX+v5td5+tJ5f6+1neze917iIu/6P8s/OLPKzxyb3I2XNl1jK1qLMk+8RWKM5ztws0uO+J/7zEbjyCupfHxBK6f7vEtr0XhRFR/bfv3Fy5vPYEgoeSWAIjSG271sEN+iAITiSvOO7OfXdODLiir5z9PZlBY8s0Hr9X5z/VlgGyS/5Jb928ss2WNrPfzn/4cd8n9Mf1Kov0f0/LvLzZ2cMIGvT15hiaxLR520slZvgsmaT88dyUua+gtta8B3Q+YcS8fAEAhp0BUWH9eDvpHwzEvvpg54y+uBownuMxr9uB3QB4eTH7yZt6SRyd6woMkOlLwvmcfEyaC2/1tuQrENlHST5tZv/cqQjRYgbpLCTIP92l9r4a8WldgC0QOt/g1up/rWeX+vtR+v5td5+Lu5I0YJLdaRogdbXP6D9ZZD8N5fkv7lupX0Irde/5P/nXa4jRQsu1ZGiBZfqSNECWYfeXLfSOkjy//OupiNF3pEihBBCCCGEEEIIIYQQQghRBHlHyi1uxowZTJs27ZJlXnnlFXr27PkPJRJCCCGEEEIIIYQQQgghtEM6Um5xvXr1okOHDpcsExER8Q+lEUIIIYQQQgghhBBCCCG0RTpSbnEhISGEhITc7BhCCCGEEEIIIYQQQgghhCbJO1KEEEIIIYQQQgghhBBCCCGKIB0pQgghhBBCCCGEEEIIIYQQRZCOFCGEEEIIIYQQQgghhBBCiCJIR4oQQgghhBBCCCGEEEIIIUQRpCNFCCGEEEIIIYQQQgghhBCiCNKRIoQQQgghhBBCCCGEEEIIUQTpSBFCCCGEEEIIIYQQQgghhCiCdKQIIYQQQgghhBBCCCGEEEIUQTpShBBCCCGEEEIIIYQQQgghiqC43W73zQ4hhBBCCCGEEEIIIYQQQgjxbyR3pAghhBBCCCGEEEIIIYQQQhRBOlKEEEIIIYQQQgghhBBCCCGKYLjZAYS4VbmX3HGzI1w15b4Nnp+1mB+0vwyS/+aS/DfXhfkzXil1E5MUT8j4RM/PWq9/yf/P03p+0P4ySP6bS/LfXJL/5rql8n/d8CYmKR6lzzbPz1qsf5A2dLNpvQ3dUu1H6/ln1LqJSYpHeXKP52etH8dfjtyRIoQQQgghhBBCCCGEEEIIUQTpSBFCCCGEEEIIIYQQQgghhCiCdKQIIYQQQgghhBBCCCGEEEIUQTpShBBCCCGEEEIIIYQQQgghiiAdKUIIIYQQQgghhBBCCCGEEEWQjhQhhBBCCCGEEEIIIYQQQogiSEeKEEIIIYQQQgghhBBCCCFEEaQjRQghhBBCCCGEEEIIIYQQogjSkSKEEEIIIYQQQgghhBBCCFEEw80OoDUjR45k8eLFlyyzf/9+nE4n3333HYsWLeLw4cPo9XoqV65Mjx496N69O4qiANC3b1+2bNlS5LRiY2NZu3btFec7efIkM2fOZOPGjSQlJREVFcWdd97JwIEDiYqKAiA+Pp527doxe/ZsmjRp4jONatWqMWHCBB544AGv4fPmzeO1117jscce45VXXvEad36aHTp0YOrUqT7TbNu2Lffffz9DhgzxDMvJyWHWrFmsWrWKkydP4nK5qFChAl26dOHRRx/FZDJ5Tbsobdq04ZNPPmHRokW8/PLLRZYbPHgwQ4YMoW3btgAsXbqUwMBArzIjR44kISGBOXPmFDmd6+l0upNu76fw4aOhNKlk8gxf97eNaT9ns/+0gzB/HR3rWhjaIYAAc0Hf55kMJ5NWZLNpvw2HC+qVNTKsYyB1Shs9ZWx2N7ePPovD5T1ff5PCH29GS37JL/klv7byKwqmRo9gavIYuvByuHOSse9diXXNO2DLBkAXXh5Ll7EYyjfG7XJi370M60/jPOMBMPlj6TgKY63OKKYAHMd+x/rDGFzJh71mZ2r+BKZm/dAFl8B19hDW1W/jOHDl2+RL0WT932LLIPklv+SX/JJf8msx/62wDKczXXT7OIcPH/SjSfmC01LrDjiYtsHG/jMuwvwVOtY0MPROMwEmpSB/potJP9vYdMih5i+tZ1hbM3VK6b3m8We8k/fW2Pgr0Ym/SaFlJT0vtjcTEXDt1xNrvv61nl/aj7Sf/3L+LDfdZjn58F4dTcoWZFt32MW0zS72J0GYH3SspjC0hc67/We5mbTexaZjbjV/KYVhLXXUKaGWiTvh4rF5Lp95nje4uY7BzYvxHbiFjuOlI+UqvfrqqwwfPtzze8uWLXnllVfo3LmzZ5jdbueZZ55h165dDB48mJYtW+J0Otm4cSMTJ05k7dq1TJ06Fb1ez9SpU7Hb7QCcOnWKnj17MnXqVOrXrw+AXu+9Mr+U7du3M2DAABo1asSECROIjY3l+PHjvPvuuzz00EN88803REcX/0u7aNEiKlSowJIlSxg+fDhms9mnzKpVq/jhhx/o0qXLJad19uxZ+vbti16vZ9CgQdx2220AbNu2jQ8++IDNmzczc+ZMT4cT4FUvFzqfo3PnzrRq1cpn/MSJE1m5ciWtW7f2DEtISGDSpEm88cYbV7bwN8CpdCf9P0sjy+r2Gr56t5WhX2XQuKKRyX1CyHfAx2tz2DEjn28GhWPQK2TluXj441Ty8t08e3cg5SL0rNpto+/0VGYPCKduGXUlfuCMunPwv97BlAkvaEt6ncK1kvySX/JL/n86v7nVM5jbv4ht48c4Dm9CH1kRc/sR6GKqk/tFb7AEE9B/Pq6ss+QuGIYSEIFfp1HowsqSO6uPZzr+D05DX6YB1p/ewm3LwtL2eQL6zydr8p1gzQDA1OIpLB1HYVv7Hs6EnZgaPoR/31nkzOyB83jRF0BcCa3W/620DJJf8kt+yS/5Jb8W898Ky3Aqw0X/r/PIsnkPX73PztB5VhqX1zO5hx/5Tjcfb8xnx/+3d9/RUVRtAId/u5veCQklIfRmKEoRCESQIgJSlC6ChSYovUmJCNKLohQBKSKI9I5UASkBgQhSpIfeAwnpm2TL98eSJZvNhiSksHzvc07OgZm7M++9c+dOuTN3lsbxe1cnbJQKotV6Oi2JIz4R+te3p5inkl0XNHRZEsfST5yo7GuI9exdLZ8sjSOghIpZ7R15GK1nxt4EvlwVz8quzi8Wv7WXv7XHL/VH6s//c/xRerqv1ZrX/8s6+m3SUcNPwQ8tFCRqYe7fOk7e0fJ7J5Wh/ifo6bRCS3wS9K+jpFg+2HVZT5eVWpZ2UFG5sIIKBRWs7GR+H/rHQzrO3NfzXvms5eFVuY4H6UjJNFdXV1xdXc2mJb/tATB79mxCQkJYu3YtJUuWNE4vVaoUNWrUoH379ixatIiePXvi4eFhnJ+QYNgT3N3dTZaXEYmJiQwePJhatWoxa9YsYwdEkSJFqFixIo0bN2b27NlZ7jgIDQ3l5MmTzJkzhz59+rB9+3bef/99s3R+fn58++231KxZEy8vL4vLGz16NElJSaxbt87krZCiRYtSuXJlWrRowYEDB0w6P55XLg4ODjg4OJhMW7lyJVu3bmX06NFUrlzZJM5Vq1bRpEkTateunZEiyDY6nZ6NJ9RM/SMafRrzZ/8ZSylvFQu65sPOxrAdq5ewpfHUx6wPiad9TSfWhcRzJ0LH773zUbW4oQe9Tll7ImJ1TNoSzYovPAG4cDcJGyW8W8nBuCyJX+KX+CV+q4xfocC+3hckHv+NhF2TANCGHkQfF4HTh/NQ+VbGpnRdFE75iJv9Lvq4cAD0Ufdw/nQ5qqJvor15HJVfNWxfa0zsko/QXNoHQOz1o7gOOYp9rU9I+Gsm2Djg0GAAiYfmk7DvBwA0l/bh3Gsz9g0GGU72ssCqy/8VyYPEL/FL/BK/xC/xW2P8r0IedHo9G09pmLo7AX0aOZi9P5FS3koWfOSInepp/EVVNJ4Vy/p/k2hf1Y51/yZx54me3z91pGpRw+2sOqVsiIjTM2mnmhVPb3JP/zOB1wop+amjI8qn90Zc7GHizgRuR+goki/zT1Rbfflbe/xSf6T+/D/Hr9ez8T/D2yT6NDIw+7COUvlhQVvls/pfREHjhVrWn9XTvrKCdWf03ImC3z9UUdXXkKZOcYiI0zJpn5YVnWxwsVfwho/psvde0XHkpp4fWigp4ZmF/LwC1/EpyTdSsplOp2PZsmW0bt3apBMlmb+/P61atWLZsmXodJZfl8qsffv2ce/ePb788kuTtzjA0AGxYMECevfuneXlr1+/Hnd3d+rXr0/VqlVZuXJlmumGDBmCSqVizJgxFpd18+ZN9u3bR79+/cyG1gIoXbo027dvp27dulmOF+Ds2bNMmDCB5s2b89FHH5nMa9myJQEBAYwaNYqYmBgLS8gZF+9rGLMhilZVHZnawd1s/tWHGuqUtTdpcL1cVZQsoGL/hUQAQh9qcXdUGBvvZDVL2XHyRhKRcYa6df6uhhIFbLL1BF7il/glfok/T+K3dyXx5DqS/jUdXlMbdgUwvApsU+ZtNNePGk++ADSX96NXR2NTzjCso03Zt9EnxKK5vN+YRh8bjubaEWzKGYaRVPlVQeHoQdK57SbrSvpvOzYla4ONaad9Rll1+b8ieZD4JX6JX+KX+CV+a4z/VcjDxQc6xvyhplVlG6a+72gef5iOOiVVxpuAAF4uSkp6K9l/WWuI/5EOdweMN8GN8RdXcfK2jsh4PRFxeo7d0NKpup3xJjhA49ds+WuAS5ZugsMrUP7WHr/UH6k//8/xh8GY3Tpa+SuY2sy8Dl59DHWKK0zrv7OCkp6w/6qh5yU0XG+o/76mcdUsquDkXYhUm/fQqJP0jN+jo15JBU3KZbEL4RW4jk9J3kjJZteuXePJkydUrVrVYpqAgADWrl3LrVu3KFasWLas9+zZszg5OVG+fPk056d8GyOztFotmzZtolGjRqhUKpo1a8a4ceO4cOGC2fry5cvH2LFj6dOnD1u2bKFFixZmy0v+JkxAQIDFdRYvXjzL8QJERUXRv39/ihYtyrhx48zmKxQKJkyYQIsWLZgyZUqaaXJKYQ8Vu4Z6UchDxdHQRLP5Hk5K7j7RmkxL0uq590RHosbw/3zOCmIT9ETG6XB3etaY3Xxs+N3tCC3uTkou3NNgo4SuCyM4eT0ROxsF71ZyYFhzF1zss9YISvwSv8Qv8edJ/Ooo1Fu/Npts698EAO3DiygLlCHp9GbTBHoduoibqLxLAaD0LoMu/AboTR9m0IVfx/Z1w7fBVAXKGKY9umqa5vE1FCoblPmLoXtwMdNZsOryf0XyIPFL/BK/xC/xS/zWGP+rkIfC7kp29XWmkJuSo9c1acSv4G6k6Y28JK2ee5F6Ep9+bCCfo4LYRIiM1+Pu+Oxm4M1ww/zbT3REq/Xo9JDPScGQ9fHsvaQBPbzzmg2jmjjg5pC1m5tWX/7WHr/UH6k//8/xu8Ku7ioKuSo4etP8oXwPR7gbZTotSavnXjQkag37RT5HDPVfrcc9RT2++cQw/3YkuKfqZ1h6Qs+DGPil/Qu8h/EKXMenJG+kZLPISMOYbPny5bOYJnleeHi4xTRZWa+rq6vZ2yjp6dGjB1WqVDH7S+3AgQOEhYUZv3vSpEkTVCoVq1atSnO577zzDs2bN2f8+PGEhYWZzX/8+DEAnp6eJtOrV69uEsfo0aMzFO+BAwdM0un1er766isiIiKYOXMmTk5Oacbp6+vLV199xerVqzl06JCFUsp+Hk5KCnlY/vZNmzcd2X02gQV/xRIeo+NuhJagtVFEq3XEJxoauJZVHFEooP9vkVy+ryEqXseWk/Fs+CcegPhEPXq9nov3NNx4pKWhvz0/d83H5w2c+eOUms8XP0GnS+uFRolf4pf4Jf6XN/7UVEWqYF/vS5LO70L34CIKe1f0CdFm6fQJsWBvGJZT4eCKPsH8TUR9QgwKe8Nbkgp7t6fTolOliX0633SIz4x6Fcrf2vMg8Uv8Er/EL/FL/NYY/6uQBw9HBYXcLN+CavOGLbsvaFgQnEB4rI67kTqCtqiJVuuJT3oaf2UbQ/xr4rn8UEuUWs+WM0lsOJVkjD8izpB21BY1DrYK5rR3ZNg79uy7pKHXinj0aY2Lk5H4rb38rT1+qT9Sf/6f43dUUMjV8v3eNpUU7L6sZ8FRHeFxeu5G6QnaqSM6AeIN1ZuWrykN8W/WcfmR3lD/z+nYcNYQU3K6ZIlaPctO6GhWXkGxfNn7hqW1XcenJG+kZLPkTpLoaPMKkCy5syV1R8KLrjcyMhK9Xp/hzpTx48cbP/KeUuPGjU3+v27dOvLnz0+tWrUA8PLyolatWmzevJmhQ4em2VERFBRE8+bN+eabb/jpp5/MYgVDOaT8jsr69euNB6UhQ4aQmGjaS2wp3gIFCpj8f9GiRezdu5cZM2ZQqlQpi/kH6NChAzt37iQoKIitW7emmza39GnkjFanZ+auGL7bHoOtCtrVcKShvz1XHhp6uksXtGHupx6MXh9FixmGjqkKvjb0fceFCZujcbBVoNfDT5944OmspEwhw67+Zkk7vF2VDF0ZxaFLidQtby/xS/wSv8RvlfGrir6J8ye/oou4RfzagYaJinSeD0l+ciVDaZ5zHNWbPwWUHayp/F/VPEj8Er/EL/FL/BK/Ncb/KuShz9t2aHUwc18i3+1JxFYJ7ara0rCcDVceGc69SnurmNvRkdFb1bSYF2eIv7CSvm/bM2FHAg62CpKePn1dobCS8S0Mj1cHlARXBwWD16sJvqolsFT23wqz+vK39vil/kj9+X+Ov7YSrU7HzGAd3x3EUP8rK2hYWsGVx4Y6XdpLwdwPlIzepaPFEkOeKhSEvnWUTNirwyFVtd55SU9YLHR7M3vfwbD263jpSMlmRYsWxdvbm+PHj5t1SCQ7duwY3t7eFClSJNvWW7VqVebNm8e5c+eoUKGC2fwFCxZw+/Ztxo4da5xWsGDB5w4tFh4ezl9//UVSUhKVKlUyTtfpdOj1erZu3Ur79u3Nfpc8xNeXX37Jpk2bTOZVq1YNMJRDs2bNjNOLFi1q/Hfqj8ZnNN5//vmHGTNm8PHHH5ssOz3jx4+nRYsWTJo0KUPpc5qNSsHgpq70aeTCrXAtBdyUuDkq6Twv3OT108Cy9uz5yos7EYaGoIininXHDT3hHk5KlEoFNUvZmS2/3tNG+8I9TY404BK/xC/xS/w5Hb9tpZY4tp2B7tFVYpd8hD4+AjA8eZL8NEpKCnsXdFH3Df9RR6Fw8UojzbOnYIxPsNi5gDryWRoHw7L16iiz32cHayn/VzkPEr/EL/FL/BK/xG+N8b8KebBRKhjcyJ4+b9txK0JHAVclbg4KOi+JMxmGJrCUDXv6OXPn6XA0RfIpWXfS8Ci1h6MC56ehvV3G9HbXW6UN/z9/P2duhFt9+Vt7/FJ/pP78P8evVDC4roo+tfXcegIFXDDU/5Uak+G6Aosr2dNDwZ2nl7hFPBSsO2PIi0eq27C7Lukpkx/KF8i+t1Fehet4Gdorm6lUKj799FPWrl1LaGio2fzLly+zceNGOnfujEpl+bWyzAoICKBIkSLMnTvX7FXDx48fs2TJErRarYVfW7Z582aSkpKYM2cOGzduNPnz9PS0+NF5gEaNGtGiRQsmTJhg8kH3UqVKERgYyKxZs9L80HtCQkKWhj0LDw9n4MCBVKpUiWHDhmX4dz4+PgwfPpy1a9cSEhKS6fVmt6OhiRy8mIC9rYLSBW1wc1Si0eq5dF9DBV9bAO5GaFl7LJ4kraHhLuJpqEv/3UnC3UmBbz4lD6K0rD4ax90I0+2ufvpaq6dzzuz+Er/EL/FL/DkZv11gLxw7/IT25j/E/NwaffRD4zxdWChKz+KmP1AoUXoWRRd2GQDto1CU+YqaPa2izF8c3cOnacIMx29VftNlKT1LoNckoAu/meX402MN5f+q50Hil/glfolf4pf4rTH+VyEPR69rOHhFg72NgtLeKtwcFGh0ei491FKhsGGddyN1rD2ZSJLOcAM8+cPf/93X4u4Ivh4KinkapiWmuv2hefqmgX02fgDaJH5rL39rj1/qj9Sf/+f4b+o4eE1nqP9eimf1PwwqFDTU2btRetae0Rnqv4eCIh6G6f89MHyE3tf92fKStHoOXdNn/QPzaXhVruOlIyUHdO3albp16/LRRx+xfPlybty4wY0bN1i+fDmdO3emVq1a9OjRI1vXaWdnx4QJEzh06BBffvklx48f59atW/z55598/PHHODs7M3DgwEwvd926dVSpUoVGjRpRtmxZ41/58uXp1KkT//33H2fOnLH4+6CgIOzs7IzDmSWbPHkyNjY2tG7dmnXr1nHt2jWuX7/O2rVradmyJTdu3DC+uZIsMjKSsLAws7/kb64MGTIEtVrN119/zZMnT8zSpTfcWrt27QgMDOTWrVuZLqPstvOMmtHrooyvlAKsC4knKl5PwwqGnuvHsTqC1kWZfCQrLFrLH6fUNHjNHoVCgVYLo9dHs+povMnyt59So1JCtRK2Er/EL/FL/FYVv12Nzjg2G03S2S3ELvkIUo19qrmyH5sSASicnw2daVOmHgp7FzSX9xvSXN6PwsEVmzJvG9MonD2xKV7LmEZ7MwR9Qiy2FZubLN+2QlM01/4GrfkHCrPDy17+/w95kPglfolf4pf4JX5rjP9VyMPO8xpGb1Wbxn8yiSg1NCxn8zR+PUFbEjh67dlNyrAYHX+cTaJBWRsUCgWlvJT4eijYdjbJ5CHTvZcMX4yuXjT7Hmg1id/ay9/a45f6I/Xn/zn+S3pG79KZxn9GT1QCNCxtuPX/OA6Cduo4evNZmrBYPX9c0NOglMLkMxGXHkG8Bqr6Zk98r9J1vAztlQOUSiU//vgjGzduZNWqVcyYMQO9Xk+ZMmUYMmQIbdu2zdRH4TOqVq1arFy5kp9//pnBgwcTERFBwYIFqV+/Pr169SJ//vyZWt7Zs2e5dOkS06dPT3N+p06dWLBgAStXrqR3795ppvHw8GDs2LF88cUXJtO9vb1Zu3Ytv//+OytXrmTSpEkkJiZSpEgR6tWrR+fOnU2G+gLo27dvmutwcnLi5MmTBAcHA9C6des0033wwQdMnjzZYn6Th/jKax1rObHmWDwjVkfR5k0HLtzV8P2OGJpVtqdGScMrghV9baha3JaxG6MZ2kyPjRJ+2BmDjVJB33cMr6z55FPRuroDiw/E4mALbxSz5Z9rSczfF8tHAU6U8M6Z3V/il/glfok/J+JXuHjj0GwsuvCbJB75BZVPJZP5uvDrJB79FbuArjh/tgr13u9QOHni0GQUSRf3oL1peONQe/0omqvBOLafjXrHBPRx4Tg0HIxeHUnC0aWGhSXFk3BoHvb1B6LXJqK9GYJdtY6ofCsTu6DtC5Rw+l7m8v9/yYPEL/FL/BK/xC/xW2P8r0IeOlazZc2JJEZsUtPmDVsuPNDx/Z4EmlWwoUZxwzorFlZS1U/F2G1qhr5jb4h/b6Ih/rcNNzsVCgVDG9kzcK2aQevUtKtqy5UwHT/sS6Dxazb4F86ZG+FWX/7WHr/UH0Dqz/9t/K8rWXNGy4gdOtpUVHAhDL4/oKNZOQU1/Az3nysWNHSMjP1Tx9B6GOI/qMNGafhOSkqXwgydLaXyv/i961ftOl6hTz0OlBAiW+g31n1umqOhiXzycwS/9sxnMo5i8KUEvt8RQ+hDDV6uKt6v6sDnDZyxVT1rxB5Fa5m0NYbgSwnogZol7RjYxMWkYU7U6Fm0P5ZNJ9TcfaKlkLuKdjUc6VbXCaXSvEFUvH/AquPPbB4kfolf4n95448c6WMyz7ZaR5zafG8xP3FrB5B0YjXKguVwfO9bVEWro0+MIencDtTbvoXE2GeJHdxxfG8Mtv7vgkKJ5sZx1H+MQfcoxZCcCgX2b/fD7s3OKJw90T28jHr3FDSX9lmMwX3iXeO/rb38rfEYIPHnbfyZzYPEL/FL/BK/xJ+1+F/GPJjEv7z68+O/ruGTpfH8+rEjNYs/W29wqIbv9yYQGqbDy0XB+6/b8nmgnWn8MTom7UogOFSLHj01i9swsIE9JfKb3gjcd0nDTwcSuPhAh7ujghaVbBhQ3x67NIZmUnz0bIhvayx/eMX2gefUoZet/kDm6tBLX/4Sf97Gv8D8u9cm8d/U8clqHb+2V1Kz6LN6G3xdx/cHdYQ+Bi9neL+Cks9rKkzjj9UzaZ+O4Bt69Hqo6adg4FtKSniaxrXwmI7pB3ScGqDK0HB2ih7/Gf9t7dfxz82rdKQIkTMycgL2ssnsCfzLyNrzIPHnLYk/b6XXkWINMtOR8jJ6leqPxJ83rD0PEn/ekvjzlsSft16p+DPQkfKyyWxHystI6lDesvY69ErVH2uP/zkdKS+j9DpSrEFmOlJkaK+X3IMHD2jSpEm6aSpVqsTSpUtzKSIhhBBCCCGEEEIIIYQQ4v+HdKS85Ly8vNi4cWO6aezt7XMnGCGEEEIIIYQQQgghhBDi/4x0pLzkVCoVxYoVy+swhBBCCCGEEEIIIYQQQoj/S8rnJxFCCCGEEEIIIYQQQgghhPj/JB0pQgghhBBCCCGEEEIIIYQQFkhHihBCCCGEEEIIIYQQQgghhAXSkSKEEEIIIYQQQgghhBBCCGGBdKQIIYQQQgghhBBCCCGEEEJYIB0pQgghhBBCCCGEEEIIIYQQFkhHihBCCCGEEEIIIYQQQgghhAXSkSKEEEIIIYQQQgghhBBCCGGBdKQIIYQQQgghhBBCCCGEEEJYoNDr9fq8DkIIIYQQQgghhBBCCCGEEOJlJG+kCCGEEEIIIYQQQgghhBBCWCAdKUIIIYQQQgghhBBCCCGEEBbY5HUAQryqIkf65HUImeY+8a7x33d65cvDSLLOd16E8d+yDXJfyvJ/NMA7DyPJGq8fwoz/tvb6808LVR5GkjXVtmiN/5b6n/tS1n9rrz+hn7jkYSRZU+rXGOO/rbH9gVfrGGaN2yBl+cs+kPtSlr+1x2/t+6+1H4Otvf78194hDyPJmgqr1cZ/W2P7CaZt6L7G1nerr/4ujfHfy2vb5mEkWfPR4STjv629DbX2Nkjiz32vUvzPI2+kCCGEEEIIIYQQQgghhBBCWCAdKUIIIYQQQgghhBBCCCGEEBZIR4oQQgghhBBCCCGEEEIIIYQF0pEihBBCCCGEEEIIIYQQQghhgXSkCCGEEEIIIYQQQgghhBBCWCAdKUIIIYQQQgghhBBCCCGEEBZIR4oQQgghhBBCCCGEEEIIIYQF0pEihBBCCCGEEEIIIYQQQghhgXSkCCGEEEIIIYQQQgghhBBCWGCT1wEI8X9FocDuzc7Y1fwEpWcx9LGPSDq3E/We6ZAQA4DSszgO743FpngN9DotSWe3oN4xwTgfADsnHJoEYVuhGQo7ZzTX/0b9xxh0j0JNVmdXuxt2AV1RuhVC9/AK6t1T0Fza+0LxOwV+iku9bqi8iqGLfoT69DaitkxGr44GQOVdAvd2E7EvHYBepyH+n01EbRhjnA+gsHfG7YMxOFZpgcLemcQrR4hcMxLNgyvP0ji44vreUBzfaI7SrQDaRzeIPbCY2AOLQa9/oTzINsjDbaBQ4BDwMQ6Bn6HKXxxddBiJZ3cQt30K+uTy9yqBy/vjsClVC7QaEk5tJm7zt8b5ANg549xiNPavN0dh70xS6BFiNwahfRia5mrtKjTGrcdyHg3wzlrcKeK39vrj9W5PvJv1wr5QSTSRD3lydDN3l49BF2+oH/aFS1Gk+/e4+AeCTkPEobXcXjLcOB9A6eCM76eTyVe7NUoHF2L+O8ithYNIuHPJmMb19YaUHb/LLIQnx/8g9NuWWY5f6j95Wv+tvf64vd0Vt4Y9sPUujjYqjNiTfxC+foKxftgUKIlXp8k4lK0NOi0xxzfweNXXZvUnf/txOFdvhdLBmfiLwTz+fThJ9y8/y6OTB57txuBc5T2Ujq6oQ0MIXzOahGsnshZ7ijxYextk7fuwtZe/Ve8Dr0D5W3v81r7/Wvsx2NrrT75G3fBs/Dm2BUugjQwjOmQLD1ePM54j2BUsSaFPp+FUvg56rYaov9fzYPko03MIe2cKdp6Aa833UTq4EHfuEPd/HUrivctprlbp4EKp6f8Qe+4Ad3/qkfX4n+bB2ttQn2Y98G3RC4fCJUl68pBHR7ZwbekYtHGG+Bx9SlG613e4VwxEr9UQdmAtoYtGGOcDqBycKdl9Et6BrVE5uhB55iCX5w0m/vYlk9UVeudj/NoOxNG3DInh97m/61eu/z4BdLosx1+mVQ/KtO6Fi08J1BEPuX1wC6cXjkXzND4X31JU6z+dAq8HotNquLl3HSd/GmGcD2Dj6EyVLybh9/YH2Di68PDfg/wzcwjRN5/Fr3JwonK30RRt0AZ7t/w8ufYfp+aP5sE/+7IW+9P4rb0NtfY2SOKX+LNDrryRcuvWLapWrcqwYcPM5p09e5ZKlSrx+++/06VLF8qVK2f8K1++PFWqVKFt27bs3r3b7Ld79uyha9eu1KxZkypVqtC6dWtWr16NPkXDMGvWLJNllitXDn9/f2rVqsUXX3zBrVu3jGnXr19vljbl36JFi9JMV758eapWrcqHH37Izp07TWK8ffs25cqV4+jRowDpLr9cuXIMHz48U2V7/vx5hg8fTv369alYsSI1a9akV69eHDlyxCRdZsoh2enTp+nbty8BAQFUqlSJxo0bM3nyZMLCwoxpli5dir+/P7GxsSa/nT59OuXKlWP27Nkm0x88eEC5cuXYvn17hsuiQYMGzJo1K838d+nSxZju6NGjGVpely5dqF69Ovfv3zdb3qxZs2jQoMHzij3L7N/6EocWE0i6uIfY37qScHAetlXb4tRpoSGBgxvO3degcPEibu0A1DsnYle5FU4fzjdZjlOHn7Ct2Bz1zonEre2H0q0Qzt3XgIO7MY1dnZ44NP2GpBNriFveHV3EDZy6LEFVrEaW43dp3B+PjlNRn91F+LzOxPw5G6eaHfH8/FcAFI5ueA3cjMrNm4hfexO18VucqrfGs8dik+Xk67oAx6qtiNo4loglvVF5FMZr4GYUTs/i9+y+GKeATsT8+RPhP3VCfXoH7h2m4Np0cJbjB9kGyfJqGzg26Itzm8kknvuTqEUfE7/vJ+zfbI9r11+M8bt/uR6Fqzcxy/sQu3U89lU+wPXTRSbLcf14HvZvtCB26ziil3+J0r0Qbl9uROHobrZO29K1ceky32x6Vlh7/SnYZihFe80kMmQboRNa82DDd+Sv34VSI9YCoHJ2p+yEP7H1KMD1Hz7jzq+jyFe3AyW/WmWynBJDlpOvTlvu/DqS6zM+xTa/D2Un7EHl7PEsjyVfRxsbyYUhtU3+bi8akuX4pf4b5FX9t/b649FsIF5dviPu1A7u/9iRJ9tn4lrnQwr1XQ6A0skdn+F/oHIvwMMFn/N4zTe41GxDoS+XmpZD78W41PiA8DWjefhzT2zy+eAzfBtKp6fxKxQUGrAK5yrNeLxmNPdnfQTaJHyGb8O2YKksxw/W3wZZ+z5s7eVv7fuAtZe/tcdv7fuvtR+Drb3+eLUcTOGuPxB9Yge3prXn0ZYZuNf9CL/BKwFD+1Psm52o3AtwZ053Hq4YjXvtdhQZuNxkOb79f8WtVmseLv+aO7O7YevpQ/FvdqJMcQ6RUqFPpmFXoFiW407J2tvQou2HUqbPTB4f287ZMW24ufZ7CjXqTMXRawCwcXbnjam7sfMoyIVpn3F18SgKvN2BCqNWmizHf8RvFKjblquLRnJ+6qfY5/ehyrQ/sXHxMKbxbdGb8oMXEn58J6eDWnBv+yKKfTiCkp98m+X4/TsPofqgH7l7eBsHhrfh/IoZlGzamboTVwNg6+JOo1m7cPAsyJHxXfl3XhDFGrXnrfErTJZTZ8wyijZow79zR3Fk3Gc4efvSaNZu7FyfxV/zq7mUbd2LC6tmcmBkO+Ie3KLBjD/I7///24Zaexsk8Uv8LxJ/SrnyRoqfnx9BQUGMGDGCt99+m2bNmgEQHR3NgAEDaNCgAZ06dWL79u00bdqUUaNGAaDX64mNjWXhwoX069ePVatWUblyZQCmTJnC77//Tu/evRk2bBgODg4EBwczceJE/vvvP8aOHWtcf6FChVi7dq3x/0lJSZw/f55x48bRq1cvtm7dikKhMM4/dOhQmvlwcXEx+X9yOp1OR0REBJs3b6Z///58++23tG/fPs1lpFz2tm3bmDhxosk0BweH5xfoU1u3bmX48OE0a9aMadOm4evrS3h4OFu3bqVbt25MmjSJVq1aZakcNmzYQFBQEO+//z7z5s0jf/78XL58mZ9++omtW7eyaNEiypUrR0BAAFqtltOnTxMQEGBc9sGDBylcuDAHDx6kT58+xunHjx9HqVQSEBCQrWUBUKVKlTS33ZIlS1i4cCGNGjUyTouOjiYoKIiFCxdmah0vRKHAvt4XJB7/jYRdkwDQhh5EHxeB04fzUPlWxqZ0XRRO+Yib/S76uHAA9FH3cP50Oaqib6K9eRyVXzVsX2tM7JKP0FwyPBERe/0orkOOYl/rExL+mgk2Djg0GEDiofkk7PsBAM2lfTj32ox9g0HE/dIxS/G7Nu5P7MElRG00nAAlXNiPLiYczx6LsS36Bvav1UfpnI+wCfXQxRri10bcxavvGuxK1SQx9Ch2Jd7E8fWmPJrVjoT//gQg8coRCo7/F+d63YnZ/h22fpVxqNiIxz9/ivrEJsO6Lh5A4eSBS+N+RG+bLtvAGreBQoFjw76oDy8lbut4AJIuHUAXF4HbJwuw8Xsd23Jvo3TKx5PpDdE/jV8XeQ/3z1diU6IGmmvHsCleHfuKTYic35Gk83sMywn9G8/R/+AQ2JX43TMMq7N3xrFhfxwb9kWvjsp8vGnEb+31p1CbYYTt+Jm7Sw3H2ehTe9BEhVPyqxU4la6G2xuNULnm59yA6mijHgOQ+Pg2Zcb8gfNrtYk9fxjncrXwqNmCy2PeI+qfHQDE/HeQigtD8X6vN/dXG8rGscQbxF0/TezFo1ku8tTxS/3P2/pv7fXH472BRO1bTPiaMQDEn/sLbUw4hb78FfviVXCs2ACViye3RweiizHEr424Q+HBG3AoUwv15b+xL1UD5yrvce+7D4g7bXjIJ/7SYYpNP4tbwx482TINh7J1cCxXh3vftyHulOEBG/WlwxSffQPXul2M689KHqy9DbL2fdjay9+q94FXoPytPX5r33+t/Rhs7fXHq9VgIv5cyMMVXxvWe2Yv2uhw/Ab+hkPJqrhUboiNiydXv6qFNtrQ/iQ9vk2xkZtxLBdA/MUjOJapiVv15tyY2JKYfw1vrcadD6bMnAt4Nv6cRxummKzWpcq7uAW0QRv7JPMxp5EHa29Di7Yfyt0/fubqYsN5XMTJPWiiHlNh1Apcy1QjX7VG2LrlJ+SLN0l6eh6X8OgOr0/Yirt/bSLPHcbttVp4BbTg1KjmhB83nMdFnj1EraVX8G3RmxsrJqF0cKJk1wncXPMdVxeNAODJv/uwcclHvioN4ZegLMXv/9FQrmxawL/zDL+/H7KXxMjHBI77Hc/y1Sj8ZkPs3fOz/bMaJEQa4o9/eJv632/Fu1Jtws4cxqtiLYq81YJ9g5pz929D2T48dYhWay9TpnUv/vt1Mio7B4o1bM9/y6ZwcbXhgd4HJ/4ypPmgJ4/PHctS/Nbehlp7GyTxS/xZjj+VXPtGSuvWrWnSpAljxowxvgkwcuRIAMaPH29M5+DggLe3N97e3hQoUIASJUrwzTff4ODgwNatWwHYv38/ixcv5rvvvqNXr16UL1+e4sWL89FHHzFmzBhWrlzJyZMnjctUqVTGZXp7e+Pj40PDhg0ZMGAAV65c4eLFiyaxpkyb8s/R0THNdAULFqR8+fIMGzaMzp07M3nyZJ48eZJmOaRcnqurq8Vpz3P37l2+/vprOnfuzNSpU6levTqFCxemQoUKfPXVV3Tr1o1p06ah1WozXQ7Xrl3j66+/pl+/fkyYMIHXX3+dIkWKUL9+fZYvX46fnx+DBw9Gq9VSpkwZvL29+eeff4zrCQsL4+LFi/Tu3ZszZ86YlEVISAgVKlTAw8Mj28oimZ2dndk2O3fuHIsXL6Zbt24mHSl+fn4cPHiQNWvWZGodL8TelcST60j6d4PJZG2Y4RVMpWdxbMq8jeb6UWPDAaC5vB+9OhqbcoY3ZWzKvo0+IRbN5f3GNPrYcDTXjmBTriEAKr8qKBw9SDq33WRdSf9tx6ZkbbDJXCcVGF4PjTu6ivjja02mJ7+CbONdAocKDUi8csR44AdIOLcXXXwUDhXfMRRDhQbo1DEknHv2Wp0u5jGJlw8b0wDEHlhCwoVneQTQPLiE0sEVpWsWX42XbWAohjzaBgoHVxJC1pBwYp3JdO0DQ/xKrxLYla9P0tWjxgtYgKQL+9Cpo7F7zbAP25Wvjz4hlqQLz16t1sc+JunKYWMaAPtanXEI6Ezsuq9QH8yGTlMrrz8qJzfC9/1G+H7Tp7LUty8YsleoFG5VGxPz3yHjTXCAqJO70MZF4V69KQBuVRujjY8h6uSzYZc0UY+IOXsA92pNjdOcSr5O/NVTmY7TEqn/eVv/rb3+KB3diA5eSczfq02mJ90znPvYFCiJU8VGqC8eNt78AIg7swddfBROld81xFWpETp1DHFn9hjT6KIfEX/hEE6vNwYg4doJbn/bgLizz9LoNYmAHoVt5vddIytvg6x9H7b28rf6fcDKy9/a47f2/dfaj8HWXn+Ujm48Ofg7Tw6ZvqGacNfQ/tgVLInL6+8QeyHY2IkCEHPqT7RxUbhWaQKAyxvvoFXHEHPqz2dlEP2IuHMHjWmM63T2wOfzn3iwfCTa2MhMx5xWHqy5DbVxcuPBnt94uNf07ZLYW4b4HX1K4lmtMU/OHDJ2ogCE/7MLTWwUnjUM52ie1RujiY8h/J9n53FJkY+IPH2A/Mlpqr2DjbMbdzaZjk4SumAY//QLICtsnd24tnM513eZxh95wxC/q29JCtdszMNTh4ydKAD3ju0mKTYKn9qG+lG45jskxcVw79izEW8Snjzi4b8H8A0wxK+0tUOhVJIU+6wTVK/VkhQbib2bZ5bit/Y21NrbIIlf4n+h+FPJ1Y/Nf/vttzg6OjJq1ChWr17Nvn37+P777597w9zGxvDijJ2dHQArVqygfPnyJjfGkzVv3pwlS5ZQrly558aTvDxbW9vMZsWiTz75hNjYWP76669sW2ZakjsA+vfvn+b8zz//nA0bNqBSqZ67rNTlsHLlSpydnfnss8/STDt48GAuX75McHAwADVr1jTpuDp06BA+Pj588MEH2Nvbc/jwYeO8kJAQ6tSpk8Fcvpi7d+8ybNgwqlWrxqBBg0zmVa9enTZt2jB58mTu3buXK/GgjkK99Wu0N4+bTLb1NxzUtQ8voixQBt2jq6a/0+vQRdxE5W14jVfpXQZd+A3Qm44tqgu/jtLLkEZVoIxhWqpl6R5fQ6GyQZk/86836+OjiFw9nMRQ06eDHd8wvGGWdO8CNoXKonmQanxgvQ7t45vYFCwNgE2hsmgfmcevCbtqTJN06zRPfh+IPu6J6bpefw9tVBi6mEeZjh+QbZDH20AfH0Xs+pForpk+xWNXyXDSqr13AVXBMmjDzOPXPb6BqoAhNlXBsmgfXzeLX/voGqoCz153Tzy7k/Bvq6E+bPo6fZZZef3RxkZy6+cBxJ4/bDLdo5bhzcX4m//hUOQ1Eu6ajm+MTkfCg2s4+BqOqw5+r5Fw/6rZ+Mbqe1dwKGJIo7C1x8G3HHYFi/Paj/9QZX08FRddpeAHpm1xZkj9z9v6b+31RxcXyePlQ1Ff/ttkunO1FgAk3TmPrU85Eu9fMf2hXkdS2A1sCxv2STufciSFXTcr/6SHV7ErVNbwk8Q4EkKPgVYDShW2BUtRoOcCQEH0wWVZzoO1t0HWvg9be/lb/T5g5eVv7fFb+/5r7cdga68/urhI7v8ymPiLpsOPu71p+OZZwu1z2PuWM//OiV5H0sPr2PkYYrL3LUfSg2tm8SfeDzWmSVa46wwSbl8kYnf2jEBh7W2oJjaSyz8NJPKc6Xmcd23DeVzsjXM4Fy1P/B3z8zj1/Ws4+Rlic/Irj/qe+Xlc3N0rOBYxpHEp+QZJMU+wzVeQKt/to94fcdReeZtinUZmKXaApJhI/pkxkLAzpvH71TXUoSfXzuFWvDxRt0zrkF6nI+buddyKGmJzL1aemLvX0KeKP/p2KK5P0yTFRnF121LKt++LV8Va2Lq4U/7DAXiUrMi1nb9nKX5rb0OtvQ2S+CX+F4o/lVztSHF3d2fKlCkcPnyYsWPHMnjwYONQXZZEREQwceJE1Go1jRsbeujPnj1L1apV00xvY2NDQEAATk5O6S734sWL/PTTT1SqVIkSJUpkLUNp8PPzw9HR0ewtl+x27NgxqlSpYvaWTDIXFxe8vZ/f05xWOZw8eZLKlSsbO1hSq1q1Kvb29sa3UGrXrs2pU6fQPT0YHTp0iDp16mBnZ0fNmjU5ePAgAE+ePOHKlSu50pGSmJhI//79sbW1ZcaMGcbOuJRGjhyJq6srQUFZeLU0m6iKVMG+3pcknd+F7sFFFPau6BOizdLpE2LB3tDhqHBwNf3goTFNDAp7w/BzCnu3p9OiU6WJfTo/c2/7WGJbvBqu7w4g/tR2NHfPo3R0Q6c2j1+njkHhYFhnemmUDpbjcm7wOfbl3iJm5w8v9rH5VGQbmKbJ7W1gU6wqTg37kXB2B9r7F1A4uJl8TC+ZPiEWhcPTsnVwQ6+2UP4p4tc9vg5J8dkSpyXWXn+cytagUNuveHJ0C+qb/6FydkcbZz4EhS4+GpWTISaVkzu6+LTTKB0NaRyLVURhY4uDTxnurZrIlTHvEXl0M76fTsGny7hsiR2k/pumyf36b+31x75kdTzeG0TsyT9IvHMOpWPa5a9TR6N0TFF/0ohfr44xpknJ6+MZFJ16CteA9jzZ+h2Jt/7LtvjB+tsga9+Hrb38rX0fsPbyt/b4rX3/tfZjsLXXH8fSb+L1/hCiQraScOscSid3dHHm8WvVMaienh8ondzRxqdRf+JjUD49zwBwfbMlrtWbc3der2yJ1RJrb0PdytegaIdhPDqyhdjrhvM4TRrbQBMfg83T8rWxkEabIo2dhxcKlQ2vj9/C4+M7ODWyGfd3/UqJLt9Q8rPxZr/Nqvz+NfDvMozbB7cQefU/7Jzd0cSal21SXDS2zobYbF3cTd40MeYxRRqAf+cFER/+kHd/Pkj7XY+o1ncap37+hpt715r9NqusvQ219jZI4pf4sypXvpGS0uuvv06BAgV48OABtWrVMpu/ZcsW4wfbtVotCQkJ+Pr6MnHiRGOny5MnT3BzczP7rSV3796lSpUqxv8nJibi4uJCgwYNGDp0KEqlaX9SyrQpBQcHP7eDBsDV1ZXoaPMKkJ0ePXpExYoVTaZt27bN+H2ZZAsWLKB69epAxsshMjKSYsUs99IplUrc3d2JiIgAICAggOjoaC5dukTZsmUJDg42fqMmMDCQ+fMNHwcKCQnB0dHRYvmmZ/78+SxevNhsulqtxtfX12z61KlT+e+//1iyZInFDiUXFxfGjRtH9+7dWb16tcXv2uQUVdE3cf7kV3QRt4hfO9AwUZFO32Zyr2uG0igsp0mZ7gXYlapJ/i9Wonl8gydLv8xEbBlIk4rz2z1wbzuRuJD1xOz5KYsRm5NtkPG4cmIb2JSogVuP5WjDbxLze78MxPb0pC+9ss2Gcs0oa68/zq/VpvTozSQ8uMb1H7s+N7bkJ7cUyufHr757mctj3iPucgiaKMNTT9Gn96Kwc6TgB4O5v24aujRuuGeG1P+00uRe/bf2+uNQphaFBq5BE3aDhwt6Pz+25CcX00mT+ulGgOj9S4j5ew1OlRuT74NRYGNHxPrs6Qyy9jbI2vdhay9/a98HrL38rT1+a99/rf0YbO31x7FcAMW+Wk/iw+vc/amnYWJ6bcvTdSrSi/9p+6Ny9cKn52we/DaCpEc3XzhWS6y9DXX3r02lcZtQ37/G+endgPTLNyPnccbtZGOHjaMLV5aO4da6HwB4cuovbFw8KNJmADdWTkYbb34zNDO8K9Wm3rSNxN69xpEJ3Q0TM1C2GdlG9vm8abLwMDptEsFjPyE+7A6Fa71Lpa5BaNRxXFj5wwvFDtbfhlp7GyTxp5dG4n+eXO9IGTduHBqNhjJlyjBkyBDWrVtn8lHxBg0aMGTIEMBww97FxYV8+fKZLMPT09PiN0jSUqBAAZYtM7wCeffuXSZPnoyTkxODBg3C09N8jMONGzemuRxLb3+kFhMTk+nve2RWvnz5iIw0HeuzXr16xtgfPHhAly5dTL6RktFyyJcvX7odQXq9npiYGON28fHxoVixYpw4cYLExESioqKMH56vU6cO48aN49q1a4SEhFCjRo0sDaXWsWNHunTpYjY9ua6ktH37dpYtW8bQoUOpUaNGust96623aNeuHVOmTCEwMDDTcWWVbaWWOLadge7RVWKXfIQ+3tAppU+INvakpqSwd0EXZfi2EOooFC5eaaR51oNr7H21cwH1s3qS/DTVi3700LHaB+T7ZA6ah6E8mtkWXawhfl18FEoH8/iVDq4kPblrWHd8FCq3AmmmMXs6R6HArfW3uL7Th7hja4hY0vuF4k5JtkHebgO7Ku/j+uFMtGGhRM7viD7uafmro9IufwcXdJH3nqaJTnNsV4WDa/Z80DMDrL3+5AtsT/EBi1HfvcTlb5qhjQ4HQBsXmebTcEpHNxIfG+qPNjYSGw/z+qNycjOOQa2LizJ+SDylyJBteL/bHUe/117oI+JS//O2/lt7/XGu0YYCPeaRdP8K96a/bxyLWhcXZdzHUsefFHHPmMY2jfqjSKv+YBjnHEB94SAq1/x4NO1PxKZJhuE6XoC1t0HWvg9be/lb+z5g7eVv7fFb+/5r7cdga68/bgFt8f1yAYl3L3NjYku0McntTyRKR/P4VY6uaMLvAIbzDHv3NOqPkyu6OEOshXvMJOHWeSL2LgHls2HOFQqF4f86rdnvM8va29AC9dpRfshi4m9f4tSo99A8PY/TxEaiSmMb2Di5kvDojjGNUxrncTZOrsbzuOROkkd//2GSJjxkJ77NP8e5mD9RF7LwwfanijVsR62gRUTfvMzeQe+RGGWIPykmEhsn8/NQW2c34sMM8SfGROKWr6B5/M5uJD6Nv3SLrjgXKsrm9q8RfdswVNuDE/tRoOCNXuO5um2pcZ1ZYe1tqLW3QRK/xP+icnVory1btrBu3TrGjh3LtGnTuHHjBlOmTDFJ4+zsTLFixShWrBh+fn5mnShgeGPkxIkTaa5Dq9XSvXt3dux4dgFuY2NjXGZAQACLFi3i1q1b9OzZk8TERLNlJKdN/ad4Xs8WcPXqVeLi4vD3939u2hdRrVo1/v33X5P4U5adj4+P2W8yWg7VqlXj1KlTaZYNwJkzZ4iLizMZXq1WrVr8+++/BAcHU7lyZeMbQyVKlMDX15eQkJAX+j6Ku7t7mtskZSccwPXr1wkKCqJRo0Z07949Q8sePnw4bm5uuTbEl11gLxw7/IT25j/E/NwaffRD4zxdWChKz+KmP1AoUXoWRRdmGO9T+ygUZb6iZj2tyvzF0T18mubp+L6q/KbLUnqWQK9JQBee9adzXN7pQ75uC0m8epyw6e+hi3pgnKd5cAUb75Jm8au8iqK5bxhvNenBFVT5zeO3KVDSmMYQvC2ePZbg+k4fonfPImJxz2w58QXZBnm9DRzrf4Frl/kkXQ8hclZL9Cni1z4MReWVarhFhRKlZzG0Dy49TXPFMLZlqvhVXiWMHw3NSdZefwp+MIgSQ5cTc+EIF4e/jSbivnFewp2LOBQubfoDpRL7giVQ3zoPgPrORewLljCL375wadS3DWkcS76BV9Ne5nm0MzyQkBQZluX4pf7nbf239vrj3rQfBXv/QsKVY9yd+C7ayGfln3j/ErYFzOuPrVcxEp9+EDfp/mVsvc3L37ZgSZKeprH1KY/rW53N1p1w4xRKOwdULln7UGkya2+DrH0ftvbyt/Z9wNrL39rjt/b919qPwdZef/K3GECR/kuJu3SUa980QvMkxTnE3cvYFSpl+gOFEtsCxUm4Y2hbEu9exrZAcbP47QqWMqZxr9Ua54r1qLAihgorY6mwMha7AsXwqNeZCitjcfKvm+X4wfrbUL+2g/AfsZyo839zYnB9EsOfbYO425dw8jE/j3MoVIK4WxeMaRwKmZ/HOfqUJvbm0zR3DHVJaWtvkkahMjxQq03I+rB3r304kDpjf+PR2b/Z/UV91I+fxR918xKuRUzrkEKpxKVwcSJvGGKLvnkJF5/iZvG7+pYi6rohjXOhYsSHPzB2oiR7+O9BVHb2uBZJVUaZYO1tqLW3QRK/xP8i8RuX9cJLyKAbN27wzTff0LFjRxo1akT58uXp378/v//+e6Y/zN6+fXsuXbrEn3/+aTZv8+bNHDx4MN3vg3h5eTFhwgTOnTvHzJkzM5uVdP3++++4uLhQv379bF1uah07dkSj0TBnzpw059+/fz/N6SlZKoeOHTuiVqtZsGCB2W80Gg3fffcdJUuWNHmDo3bt2pw+fZrjx4+bdZYEBgYSEhLC+fPnc/T7KGq1mn79+uHp6cnkyZMz/DsXFxfGjx9PcHAwmzdvzrH4AOxqdMax2WiSzm4hdslHkGrcPs2V/diUCEDh/OzkyKZMPRT2Lmgu7zekubwfhYMrNmXeNqZROHtiU7yWMY32Zgj6hFhsKzY3Wb5thaZorv0N2rQ7yZ7H6a1PcW8zjvh/NvJoVluz3tyEc3uxK1MbpUt+4zR7/wYoHVxJOLfvaZp9KB3dsPdvaEyjdMmPXekA1E/TAOT75Ccc3mjOk9UjiFo3OkvxpkW2Qd5uA4faH+PcaiyJ/24ian4Hs3GEEy/uw7Z0bRTOz+K3LV8fpYMLiRf+MqS58BdKB1dsyzcwplE458e2VIAxTU6x9vrj1aQnRbpOI+LQGq6MaWY2PFLUyd24VKyLjduzJz3cqjRG5eRK1MndxjQqJzfcqr77LI9uXrhUeMuYxrFYJYp9MQfX1xuaLN/zrfYkPLhO4oNrWYpf6n/e1n9rrz9ub3fFq+NEYo6t5+70982e3Is/uxfH8oEoXZ/F71SpIUpHV+LO7gEg7uwelI5uOFVqZEyjdPXCsVwdYxr7ElUo0H0e9qVM34p1qtgAzZP7aKOy3hFk7W2Qte/D1l7+1r4PWHv5W3v81r7/Wvsx2NrrT75G3SnUZTJRR9Zyc0ILs/Yn9tSfOPm/hSpF++PyeiNUjq7EnDLc94k5/ScqJzdcXn/HmEbl6oWTfyAxpw1pQofXNvtLCr9L9D9/EDq8NuqraT+QmxHW3ob6vNeD0j2n8vDAGk6NbGb2XbuIf3bjXrkutu7P4ves1hgbJ1fC/zGco4X/sxsbZzc8qz87j7N198K90ltEJKc5vhO9TkfB+h1Nlu8V0ILEyEfE3TyfpfhLt+pB1b5TubF3DfsGvmf2rZN7x3ZT4I262Hs8i79wjXewdXbl3tE/jWlsnd3wqdnYmMbew4sCb7zFvWNPz1VvXMTBw9v48flk3pVro9Nqib1/I0vxW3sbau1tkMQv8b9I/CnlytBeiYmJDBw4kMKFCzNixAjj9G7durF//35GjBjBli1bMry8OnXq0LFjRwYNGsSXX35Jw4aGRmTPnj3MmTOHLl26UK1atXSXUa9ePVq2bMkvv/xCs2bNTN4gCQtL+8Bkb29v8m2W5HQ6nY7w8HC2bdvG8uXLGTduHC4u5q8kZSc/Pz8mTZrE8OHDuX79Oh07dqRo0aKEh4ezfft2li9fjp+fX5rfD0kprXJIXvawYcO4f/8+7dq1w9vbm9DQUObOncv169dZtGgRKtWzV2Vr1qzJzZs3uX//Pn379jVZR2BgIF999RVeXl6UKlUqdQjZZsKECVy7do158+ahVqtRq9Um821tbfHw8Ejzt3Xq1KFDhw6sWrXquWWWVQoXbxyajUUXfpPEI7+g8qlkMl8Xfp3Eo79iF9AV589Wod77HQonTxyajCLp4h60N0MA0F4/iuZqMI7tZ6PeMQF9XDgODQejV0eScHSpYWFJ8SQcmod9/YHotYlob4ZgV60jKt/KxC5om6X4lW4FcG83Ac2jG8T+tQDboq+bzNeGXSP2wGKc6/ckf/8NRP8xBaWzJ+6tx6I+u5vEq4bXdxOvHCbh4kE8u/5M5Ppv0MWG49Z8OPr4SGIPLALA4fWmONVoS/ypbSReC8G2RHWTdSXdOg2azDeAsg3ydhsoXAvg/P44tI9vEH9wETZFKpvG/+g66kNLcHyrO+5frCVuxzQUzp44txhN4rk/0Vw/DoDm6hESLx/CtfNcYrd8iz42HKcmQ9HFR6IO/iVTMWUqfiuvPzYeBfHr/h0JD67x8I85OJWqajI/4V4oYdvm4d28D2XG7eTeinGo3PJT5NPJRIZsJ/bCEQBi/jtI9Ol9lBi8jNtLhqONekzhTqPRxj4hbNs8ACIOr6VQmyGUGLiEO8u+Jin8Lp71PsS9RguuTm5PVj5yKPU/b+u/tdcflXsB8neaTFLYdaL+nI998TdM5ic9vEbk3oW4N+qFz9DNRGyahNLFk/ztxxF7aicJVwxDiakvBhN//gAFPl/E49Vfo4sJJ9/7I9HFRRK1dyEAscc3ktB0AAV7/0L4+m/RRj3CtXYHnKu8x4P53bMUP1h/G2T1+7CVl7+17wPWXv7WHr/V779Wfgy29vpj416QQp9MJfHhdcJ3zMOhpOk3UxPvXyV81894Nu1Nsa//IGzNBFSu+SnYeQLRJ3YQf+lvAOLOHyL27H58+y3hwW+j0EY/pkC7IHSxTwjf9TNAmh0lek0SmujwF+pEsfY21C5fQUp//h3x969xZ9NPuJY2PY+LvxfKna3z8G31Ja9P3sH138Zh65qfUt0n8/jYdqLOGc7jIs8cJOLfv/D/aimhC4eTFP2YEp1Ho4l5wp2thvM49f1r3Nk8B7/2Q9Bpkog8c5D8td6jUKPOXJrdD30WhiVz8CxItf7Tibl7jUtr55KvnGn8MXdCubxhPuXafkmDH3ZwZvE47N3zU+XLSdw5vJ1HZw3xP/z3EPf/+YvaY5Zycs4IEiIfU7nbaJJinnB5g+Hbvle2LKZs297U/24LZxaNIy7sNoXfbMRrnQZxad1PqMMfmMX3PFbfhlp5GyTxS/wvEr9ZfvT6LF7NZcL48eNZtWoVa9asoXz58ibzbt++TatWrahSpQpqtZoiRYpk+G2C9evXs3r1aq5evYpGo6FkyZJ06tSJDz74wDgM16xZs9iwYQN79+41+31ERATNmjWjcOHCrFmzhk2bNpl09KT29ttvM3/+fNavX2+STqFQ4OLiwhtvvMGnn35q8qbG7du3adiwIUuXLqVmzZpm8Y8YMYKLFy9mKL9pCQ0NZenSpRw+fJj79+/j4OBA+fLladq0Ka1btzYOfZWZckjuILlw4QILFy7k2LFjREREUKhQIRo0aED37t3TfOPngw8+4Pbt2/z9998mnSzR0dHUqlWLli1bMmnSpDTzkV5ZNGjQgA8++MCsgwagS5cu+Pr6MnnyZBo0aMCdO3csllWNGjVYtmyZyW9SiomJoWXLlgBpllNmRY40HV7NtlpHnNp8bzF93NoBJJ1YjbJgORzf+xZV0eroE2NIOrcD9bZvITH2WWIHdxzfG4Ot/7ugUKK5cRz1H2PQPQp9lkahwP7tfti92RmFsye6h5dR756C5tI+85U/5T7xrvHfd3qZDqvnVPsj8n082+JvI379grgjK7DxeQ33dhOxK1UDvToG9b/biFz3NfqEZx+UUzi54952Ao6vvwdKJYmhR4lcMxLNA8Prs/k+nYtTrY6WVsX9UZXRPr6V5jzfeRHGf8s2yP1tkLL8Hw0wbSfsa3bC9cMfLS4z+ve+JBxbiapQeZw/GI9tiTfRJ8SQcGY7cZu+QZ/wrPwVju44vz8Ou0pNDeV/7RixG4PQPgxNc9lOTYbi1GSYWUypef3wrCPd2uvPPy1UJvPyN/qM4v0XWvzt9R+68njPrzgUrYBfj+9xea022rhonhzdxO3FQ9Gl+CikytmDIt2/w6NWKxQKJTHnD3Nr4SAS7jx7pdzGoyC+XcbjVrUxNm5exN84y71VE4g8avnNv2pbnr1yLvU/b+u/tdef0E9MH2hxfasLBbrPtfjbhws+J/rQcux8/cn/0RQcStdEp44h9sRWHq8ciV79LH6lkwf5O03CuWpzUChRX/6bx78PJ+n+s2FdVG4F8Gw7GqfKjVE6e5J4+ywRm6cSd3KbxRhK/fpsHanbH7C+Nsja92FrPwa8avuAtZW/tcdv7fuvtR+Drb3+/NfedPhtj/qf4Nt7vsXf3pnTgyf7l2Hv50+hT6bjVK4Wuvhooo5v4cGy4ehStj/OHhT6eCpub7YApZK4C0e4/+tQEu9ZHlqtzOyLxJ47wN2felhMU2H1s4cwU7efYH1t6L7Gps9MF3r3U14bbPk87vy0rtzfvRTn4hUo3et73P0D0MZHE3Z4E6E/DzP5OLyNiwelP5+OV+1WKJRKIv87zOV5g4m/nWJoKYUCv7aD8GnWAwdvP+LvX+XW2hnc27HYYgz1dz3rYFle2/S7uiXf+5SAUeYjpiQ7Mr4bV7ctxb1kBar1/w7vSgEkxUVz+8BmTswehibuWfx2rh5U7TedIm+1RKFUEnb6MP/MHEL0zWfxO+QvRJXeE/EJaIKNgxNRt65waf1cQjcvshjDR4eTjP+29jbU2tsgiV/if5H4nydXOlKE+H+U1k2Ql116F1DWIr0TAGtg7dsgvYtYa5DeRaw1SK8jxRqk15FiDV6l+m/t9SetmyAvu+d1pFiDV+kYZo3bIL2OFGtg7ftAejcRrMGrtP9a+zHY2utP6o4Ua/C8jhRrkF5HijVIryPFGqTXkWINXqVzIIk/971K8T9Prn5sXgghhBBCCCGEEEIIIYQQwppYXzf1K27btm2MGjUq3TSfffYZ/fr1y6WIhBBCCCGEEEIIIYQQQoj/X9KR8pKpV68eGzduTDdNyg/eCyGEEEIIIYQQQgghhBAi50hHykvG2dkZZ2fnvA5DCCGEEEIIIYQQQgghhBDIN1KEEEIIIYQQQgghhBBCCCEsko4UIYQQQgghhBBCCCGEEEIIC6QjRQghhBBCCCGEEEIIIYQQwgLpSBFCCCGEEEIIIYQQQgghhLBAOlKEEEIIIYQQQgghhBBCCCEskI4UIYQQQgghhBBCCCGEEEIIC6QjRQghhBBCCCGEEEIIIYQQwgLpSBFCCCGEEEIIIYQQQgghhLBAOlKEEEIIIYQQQgghhBBCCCEsUOj1en1eByGEEEIIIYQQQgghhBBCCPEykjdShBBCCCGEEEIIIYQQQgghLJCOFCGEEEIIIYQQQgghhBBCCAukI0UIIYQQQgghhBBCCCGEEMIC6UgRQgghhBBCCCGEEEIIIYSwQDpShBBCCCGEEEIIIYQQQgghLJCOFCGEEEIIIYQQQgghhBBCCAukI0UIIYQQQgghhBBCCCGEEMIC6UgRQgghhBBCCCGEEEIIIYSwQDpShBBCCCGEEEIIIYQQQgghLJCOFCGEEEIIIYQQQgghhBBCCAukI0UIIYQQQgghhBBCCCGEEMIC6UgRQgghhBBCCCGEEEIIIYSwQDpShBBCCCGEEEIIIYQQQgghLLDJ6wCE+H8XExNDnTp1cHZ2Zv/+/dja2hrnDR8+nDt37rBs2TKz382aNYsNGzawd+9eALp06cKxY8eM821sbMiXLx+1atViwIABFClSJNtjb9CgAXfu3DH+39bWFl9fX9q1a0f37t2Ncc6ePdvkdyqVCjc3N6pWrcqIESPw8/NLM085TaPRsHz5cjZt2sS1a9ewt7fH39+fnj17UqtWLZO06W0nyJvyz2geunTpgq+vL5MnTzb7feo6ljofKXXt2pWvvvoqT/LQoEEDPvjgA/r27ZvmMtKqZ3Z2dvj4+PDBBx/Qs2dPlMrsfXYgo/VHq9WyatUq1q9fT2hoKCqVitKlS9O2bVvatGmDQqEwpi1XrpzJOpRKJS4uLrzxxhsMGTLEbH5u5OP27ds0bNjQ4u9r1KjBsmXLLLZX27ZtY8iQIbRp04axY8dmy3ZIr54CHDlyhKlTp2a4/Rw+fDgbNmwwSZO8DwcEBDBixAg8PT1fOO7U9Ho9GzZsYMOGDVy+fJmYmBgKFy7M22+/Tc+ePfH29gbM64W9vT3FihXjs88+o3Xr1sbpqctFoVDg6OhIqVKl+Pzzz3nnnXeyLfaMtisve/uTVrwZbcvzqt5kNB+Wyj3ZgwcPmDlzJgcOHCAiIgIPDw9q165Nnz59KFq0aJ7Fff78ebZu3UqhQoVM0r0s+216ypUrx6RJkwAYMWKEyTxbW1sKFCjAu+++y4ABA4iNjeW9996jXLlyLFmyxGxZK1euZMyYMSxatIg6depkS3yWjqXjx49n+fLlTJw4kaNHj2aoXPv06cODBw9Ys2aNSdr27dtz6tQpli1bRo0aNYzTN2/ezLBhwwgODiZ//vwvlIc7d+4wfPhwPvvsM7P5o0ePZtWqVfTp0wdHR0emT5/OL7/8QkBAgEm6KVOmsH79ejZt2oRGo6Fhw4Y0btyYWbNmpbnO9M5BciL+Tp06sWPHjgzXj7TODxwcHPD19aVjx458/PHHLxx7yjyAYZu6uLiYzEvdrmf2HGjSpEkmx7WkpCQGDhzIwYMHmTNnDoGBgbmWh0mTJmX4/CflPpN8nVOlShX69+9P+fLlsyXm1PGnvAZTKBQ4OTnh7+9P//79efPNN9NsI1Nau3YtlSpVYvjw4WzZsoXVq1dToUIFkzTr169nxIgRXLx4MU/iz+p1cE6e/2QmD887FieXb1BQEF26dDGZl3z+vXTpUmrWrJltcad1rmVra4uXlxcNGjRg6NChODo6Guf98ccfrFixgvPnz6PT6ShWrBitWrXio48+ws7OzpguM+1CbuXhRe+lFChQgPfee49+/fqZ5DW7bN68md9++41Lly6hUCgoWbIk7dq1o2PHjkDa5zkppdyHc+saLCNxAfTp08fifZ3U7Urq5SmVSvLnz0+DBg0YNmyYWX3Krfgzcg9r9uzZzJ49m6VLl5qc8wDEx8fTsmVLChYsyNKlS1+4/DMSt0ql4vjx4zg7OxunTZ8+nQULFtC3b1/69OljnP7gwQPq1q3LDz/8gKenp8l5QnIbWqJECTp06ED79u1NjtcvIqP3FpJ17NiRkydPsmnTJrPjaXJdSin5/knFihUZOnQo/v7+2RJ3StKRIkQe++OPP8ifPz9hYWHs3r2bZs2aZXlZTZs2ZdSoUQAkJCRw69YtZsyYQceOHVm9ejU+Pj7ZFbZR165d6dq1KwBqtZrTp08TFBSEo6MjH330EQCFChVi7dq1xt8kJSVx/vx5xo0bR69evdi6dWu2NcwZlZCQwGeffca9e/fo168fVapUQa1Ws27dOj777DOmTp1KixYtjOkzsp1yu/wzm4eMSpmPlFKeVGeX7MxD6nqWkJDA/v37GT9+PLa2tnTr1i3X405KSuLLL7/k9OnT9OnTh8DAQLRaLQcPHmTy5Mns3buXWbNmoVKpjMseOXKksX7pdDoePnzI+PHj6dq1K7t27TI5McqNfDRr1oxDhw6Z/Xbnzp2MGzcu3YvTbdu2MXToUD788EOCgoKydT+3VE8B8uXLl+nlValSxeQGmlqt5uTJk3z77bc8efKEBQsWZDnWtOh0Ovr06UNISAi9evVi9OjRODs7c/nyZebOnUubNm3YsGGD8YZjynoRFxfHoUOHCAoKwtPTk7ffftu43JTlotfriY2NZeHChfTr149Vq1ZRuXLlbM1HdsvN9icjMTyvLc/tepNdEhMT+fjjjylevDgzZ86kQIEC3L17l5kzZ/Lhhx+yZcuWXO+ESBYdHU1QUBALFy58btqXvfxTtp1JSUmcPHmSkSNHkpCQwOjRo/n6668ZOHAga9eupW3btsa0Dx48YNq0aXTq1CnbOlEsGT9+PCtWrGDatGk0b96co0ePZqhcAwICmDRpEmq1GgcHBwCePHnCmTNnKFy4MAcPHjS5qRASEkL58uVfqBMlma2tLTt37jTriNBoNOzatct4rOnatSsHDhzgq6++YvPmzXh4eACwZ88efvnlF+bOnUuhQoW4ffs2ALt27eKPP/7gvffee+EYXzR+T0/PTNePlMcJgPDwcFasWMGECRPw8vJ6oWuM1O7cucPUqVP59ttvLabJyjlQShqNhkGDBhEcHMzPP/+crTeTM5KHwoULZ/j8J+U+k5SUxL1795g/fz4ffvghy5cvz5EbOSmvwfR6PU+ePOH777+ne/fubN++3Syu1FKeK2k0GoYPH866dety5IZxWjISf2bkxflPduXhu+++o169ern2EEPqc63k88pJkyah0+kYM2YMAF9//TVbtmyhV69ejBkzBhsbG44fP87MmTPZsWMHixcvNrkuyUi7kNt5yOoyExMTuXz5MkFBQWi12mx/mGft2rVMmDCBUaNGUa1aNfR6PcHBwYwfP55Hjx4Zb3hndB9OLSevwUaNGsXgwYON/w8MDDQ7/qxcuTJTy0zdht66dYsxY8YwcuRIZs6cmT2BP5XR+DNyD+vzzz9n9+7dfP3112zevBl7e3tj+h9//JHHjx+zePHibOnEel7cN2/epFOnTpw+fdrk4ZGDBw8az8tSdqQcP34cpVJJQECAsVNrzZo1FC5cGJ1OR1RUFHv37mXcuHHcvXuXgQMHvnAeIHPH1mvXrnHy5EmKFy/OihUrGDt2bJrLTLk8rVbLtWvXmDhxIt26dePPP//M1vsnIB0pQuS5devW8dZbb3H37l1Wrlz5Qhc5Dg4OxieYAYoUKULFihVp3rw533//PdOnT8+OkE04OTmZrNPPz4+jR4+ybt06Y0eKSqUySQPg4+NDdHQ0X331FRcvXsyRp7XS8+OPP3Lx4kW2bt1K4cKFjdNHjRpFTEwM48ePp0GDBsZGNyPbKbfLP6N5yKzU+chJ2ZmHtOrZRx99xJ49e9iyZUu2dqRkNO5ffvmFkJAQ1q5dS8mSJY3pSpUqRY0aNWjfvj2LFi2iZ8+exnmurq4m+ShYsCBfffUVH374IUeOHKFRo0a5no/U5Xru3DmmTZtGkyZNLD7lumPHDoYOHUqXLl0YPnx4tsWcLLvrqa2trdny/Pz8uHnzJrNmzSI6OhpXV9dsW9+SJUvYv3+/2ROgPj4+1KxZk/fee49FixYxbNgwwLxeFCtWjL1797J+/XqTjpS0yuWbb75h27ZtbN269aXvSMnN9iejMaTXlud2vckuwcHBXL9+ndWrV+Pu7g6Ar68vc+bMoU6dOmzdujVbn2DPDD8/Pw4ePMiaNWto165dumlf9vJP69zn77//ZsuWLYwePZpmzZqxY8cOpk6dyttvv42Xlxdg2Ge9vLwYOnRojsY3YcIEVq5cyffff8+7775rnJ6Rcq1VqxZJSUmcOXOGN998E4DDhw+TP39+2rRpw549e0wu+ENCQkzaqhcREBDAwYMHuX//vsmbS3///TdOTk7GjlelUsnUqVNp2bIlo0ePZubMmdy5c4cRI0bw6aefUr9+fbM8fvvtt9SsWdO4LXJCRuPPbP1IfZzw9vbmm2++4dChQ2zbti1bO1L8/PxYtWoVTZo0oXbt2mmmmT9/fqbPgZKl7ERZuHAh1apVy7bYM5qHtM4rLZ3/pN5nfHx8mDNnDh06dGDcuHGsWLEi2+NPfQ1WoEABxo4dS926ddm9e3eacVlSqFAhrl27xk8//cSAAQOyPda0ZCT+zMiL85/syoOXlxcjR45k2bJlufJwYVplVaxYMc6ePcu2bdsYM2YMGzZsYN26dSxdupTq1asb0xUvXpzAwEDef/99pkyZYtJpkpF2ITfz8KLL9PX1pUuXLixevDjbO1J+//132rRpY9JJXrJkSR48eMDSpUuNN7wzug+nlNPXYK6urmbnVqmPP5mVVhv65ZdfMmTIEGJiYrL1rZSMxp/Re1iTJk2iXbt2zJkzh0GDBgFw+vRpli5dytixY42jr+R03N7e3nh7e/PPP/8YO1LCwsK4ePEiY8eOZezYsTx58sT4UElISAgVKlQw/h/A09PTuLyCBQtSpkwZ7OzsmDZtGq1atTI5lmdVZo6t69ato2TJkrRu3Zq5c+cybNiwNDtFUi+vUKFCjB49ms6dO/P333+n+wZMVsg3UoTIQ6GhoZw6dYo6derQuHFjjh49yrVr17J1Ha6urrRu3Zrdu3eTmJiYrcu2JPnJxOdJfuIp9TBZOS0pKYl169bRunVrk5vHyQYMGMCCBQuM+XiR7ZRT5Z/ZPLyMcisPKpUqW5+uy0zcy5Yto3Xr1mmedPj7+9OqVSuWLVuGTqdLd502NobnHvIqHylFR0fTv39/ChcuzIQJE9Jc9s6dOxk8eDDdunXLkRP43GRvb49CobD4xGxW6PV6fvvtN1q2bGk2jAYY2tClS5c+92ZGRveNnKg//28y25bnRL3JTslPxv31118m093c3Ni8eTOtWrXKg6gMqlevTps2bZg8eTL37t3L0jJe5vJPfUz65ptvUCgUTJw4EYDt27dz4MABpk6dmqNvYk2cOJGVK1cyc+ZMk06U9KQs11KlSlGwYEFOnDhhnH/w4EECAwMJDAzkwoULPHr0CDC8GREaGpptwzJVrlwZHx8fduzYYTJ927ZtNG3a1ORGZKFChRg7diw7d+5k06ZNDBs2jKJFi5p08iQbMmQIKpUqSzfgcir+F60fCoUCOzs743Egu7Rs2ZKAgADjgxep6XS6LJ8DJXeiHDlyhF9++SVHOlEykofUMnL+k5KtrS2dOnXixIkTWW7LMiurx/uiRYvSu3dvFixYwNmzZ3MitAzJ7vOVvDj/yco6J02aREhICEuXLs2psDLE3t7eGP/SpUupW7euSSdKssKFC/PJJ5+wYcMGoqOjjdMzu0/lhJR5yA45dS2tVCo5efIkkZGRJtN79uzJqlWrsrzcV+kazMHBIddHLcmI1Pew/P396dGjB4sWLeLSpUtotVqCgoKoW7fucx8Iym41a9bk5MmTxv8fOnTIONS5vb09hw8fNs4LCQnJ0FvP7du3x9bWNktvCmaEpWOrVqtl06ZNxntwsbGxbN26NcPLTX47KLvPf0A6UoTIU2vXrsXJyYm6devyzjvvYGtrm+nXIDOibNmyqNVqrl+/nu3LTu306dNs3br1uQeNixcv8tNPP1GpUiVKlCiR43GldOvWLZ48eULVqlXTnF+wYEEqV65svAHzotspJ8o/s3l4GeV0HtRqNevXryc4OJimTZu+SKgmMhr39evX000HhqdSHz58yK1bt9Kcr9fruX79OtOmTaNAgQLpLiuzslr+I0aMICwsjFmzZqX5dNCuXbsYNGgQb7zxhvGpHGuk1+s5ceIEv/76K40bN8bJySnbln379m3u3LmT7tN6vr6+Fi/CdTodhw4dIjg4mDZt2qS7roiICCZOnIharaZx48YvFPf/u4y05TlZb7JTQEAAFStWZNiwYbz77ruMHTuWP/74g4iICEqUKGF8SyWvjBw5EldXV4KCgjL1u5e5/BMTE/nrr7/YtGmTyTEpf/78fP311/zxxx/s3buXSZMm0aNHD15//fUci2Xy5Mn8+uuvdO/ePUNvfVoq14CAALML9jp16lC5cmVcXV2NQy38888/ODg4ZOsN8aZNm5p0RCQmJvLnn3+mOSxX06ZNad26NSNHjuTixYvMmDEjzYd48uXLx9ixY9m9ezdbtmzJtlhfJP4XqR9xcXH8/PPPhIaGZnvnqEKhYMKECURGRjJlyhSz+deuXcvSOZBWq2XIkCHs3LmTr776Kkf3g+flIbXnnf+kpWzZsgBcuHDhhWLNiAcPHvDtt9/i5OREvXr1Mv37zz//nHLlyjFixIhce/gupReNP7W8OP/Jah7efPNNOnfuzIwZM7hx40YORpg2jUZjPD61atUKtVrN+fPn022zAwICSExM5MyZM8Zpmd2nslPqPGSHq1evsmLFihy5Gd69e3fOnTtH3bp16dmzJz///DOnT5/G1dU1y/dGXpVrMID79++zePFimjRpku3fSHkRlu5hffHFF5QsWZJx48axbNkyHj58yLhx43I9vtq1a3Pq1CnjAwrJ52V2dnbUrFmTgwcPAoahWK9cuZKhjhRnZ2eKFCmS7d/KSmbp2Hrw4EEePnxIkyZNKFasGBUqVMhwJ+OtW7eYNm0aPj4+xrems5MM7SVEHtFoNGzevJkGDRrg4OCAg4MDgYGBbNy4kUGDBpmMr/ii3NzcAEyeGMku8+fPZ/HixYDhCfekpCRef/11k+9a3L17lypVqhj/n5iYiIuLi/FjcNn9EfDnSX7yIyM3irJjO+VE+WcmDwBbtmxh586dZtMTExPNLnLTSlutWrUMjVefGZnNw/OkrmdxcXG4urryySefZOsQNRmNOzldeuPXJs8LDw+nWLFigOHp0+QTr6SkJDQaDRUqVGDOnDnZeiKZlfL/5Zdf2L17N9OmTaNMmTJm8y9fvsygQYOoWbMmwcHB/Pnnn9k6FFlKlup0o0aNmDZtWqaXFxISYlJ/EhIS8PT0pFmzZtk+zEXyU9qpv0HRq1cvjh49avy/j48Pf/zxB2BaLxISEtBqtTRq1MjsA8opy0Wr1ZKQkICvry8TJ07M9mEtMtOuvMgyc6L9yYq02vLcrDfZyc7OjuXLl7N06VJ27NjBihUr+P3337GxsaFDhw6MGDEi198WTcnFxYVx48bRvXt3Vq9eTfv27dNM97KXf8rY4uPjsbe3p1mzZmY3OJo3b8727dvp27cvZcuWNRnDOrutXr2aqKgoqlatym+//Ubbtm3x9fU1SZPRck3+Toper+fixYuEhYVRp04dVCqVcfiq999/n+PHj1O9evVsPbdt2rQpixYt4sGDBxQsWJDg4GA8PT0tfovinXfeYf369RQrVizdb9a98847NG/enPHjx1OrVq0cG2owM/FntH6kPE7o9XoSEhIoX748P/zwg9kwZtnB19eXr776itGjR/Puu++avHGU1XOgmTNnkpSUhL+/Pz/99BPvvvtujg7Pl14eUnre+Y8luXUNptFoSExMpFSpUvzwww/GOp56X07m7+/P8uXLTabZ2NgwadIk2rRpw5w5c7JtPPyciD8pKYkCBQqYTMvN85/M5CGjBg8ezP79+xkxYgS//fZbToRrlPpcS61W4+PjQ7du3ejVqxePHz9Gr9ebDPmTWsr9N6WM7lM5nYcXXWbyfY2iRYvmyFCnTZo0oVChQixdupTg4GD2798PGIZOmzhxorETK6P7cG5eg2VU6mvzZBqNxmxaynwm778eHh550hmRLDP3sOzs7Jg0aRIdOnTgxIkTfPfdd3kyVHFAQADR0dFcunSJsmXLEhwcbPyuSGBgIPPnzwcM5e3o6Jjm9kmLq6trjhzH0ju2rl+/nkKFChn3hebNmzNlyhROnz5t1qanzEdSUhK2trYEBgYyadKkHHmoSjpShMgj+/fv59GjRyZPnr333nvs27eP7du38/7772NjY2NxyB+dTpfh19SSG73kk/ns1LFjR7p06QIYDoo3btxgxowZfPTRR6xZswYwjBe7bNkywHBAmjx5Mk5OTgwaNChPPmabvM4nT548N21GttPz5ET5ZyYPAA0aNGDIkCFm06dPn262jLTS5sRrzZnNw/OkrGcKhcI4zm12vxKc0biTLzDSO+lIvtGQcj/o16+f8ck5lUpFvnz5sv0DaSnXmdHyP3nyJN999x2dOnWiZcuWaaaJiIhg6NChdO/enR49ejBq1CgqVqxoMgZ8drFUp5NPljLbflasWNH47YvQ0FDGjRtH+fLl6d+/f7afgCXXjdSv848dOxa1Wg3AsmXL2Lt3r3FeynqR/AHMadOm8eWXX5p8UDtluSiVSlxcXNK9kfUiMtKuZHY75Fb7kxVpteW5WW+ym4ODAz179qRnz55ERERw7NgxNm7cyPLly3F0dMzx73M8z1tvvUW7du2YMmWKxRsxL3v5b9y4ETAck+zt7fHy8rL4luXAgQP5888/GTBgQI52YsXExPDzzz9Trlw5WrRoweDBg/ntt99M9sWMlmtAQABPnjzh6tWrHDp0CH9/f+OxpU6dOsyePRswXLBn9wfcK1asiJ+fHzt37uTjjz9m27ZtFtfx+PFjRo8eTa1atTh27Bhz585Nt7MqKCiI5s2b88033/DTTz9la9xZiR8yVj+SjxMajYbt27ezaNEi2rdvn61v5abWoUMHdu7cSVBQkMmQG1k9B0oeEsze3p5WrVrx9ddf88MPP+RM8E9ZykOyjJz/WJJb12BKpRIPDw+zTqeU+3JKljo1y5Urx5dffsns2bNz/Cbsi8Sf+hwJcvf8J1lG8pBRjo6OTJo0ic6dO7N06dIcLf/kstLr9Zw+fZoJEyZQu3ZtevXqhY2NDR4eHigUinSH54qKigLMHwqC5+9TuZEHeLFzUI1Gw/3795k3bx7t2rVj48aN2V6f3njjDd544w10Oh0XLlxg//79/Pbbb/To0cP4jZ2M7sO5eQ2WUSmvzVPatWuXWZ5S5lOr1fL48WOWLl1Khw4dWLNmTa6PYAKZv4dVsWJFGjVqxJ07d2jSpEluhwsYHsIrVqwYJ06cIDExkaioKONDd3Xq1GHcuHFcu3aNkJAQatSokeHzzZiYGLPO6xeV3rE1PDycvXv30rlzZ+O9nGbNmjF16lRWrlxp1pGSfL79+PFjfvjhBx4/fsyAAQMoUqRItsacTIb2EiKPrF+/HoA+ffrg7++Pv7+/8SNmycNGubm5GU9SUouMjMzwk+T//fcfTk5OFC9e/MUDT8Xd3Z1ixYpRrFgxSpUqRYMGDRgzZgwXLlwwjsFoY2NjTBMQEMCiRYu4desWPXv2zJNXx/38/PDy8jIZ1zul0NBQunbtyuXLlzO0nZ4nJ8o/M3kAwyuZydsg5V9aN+jTSluwYMFsiz2reXielPWsaNGiFChQIEfGVc1o3BqNBm9vb44fP25xWceOHcPb29vkIJ8/f35jPooUKZIjnSiQufIPDw9nwIABlC9fnhEjRlhcZtWqVenevTuAcTz3IUOGoNVqsz1+S3U6+emfzLafDg4OxmU0aNCABQsW8PfffzNo0CD0en22xu7n54e3t7fJ2ydgGE4tOYbU8aWsF2XKlKFZs2YMHDiQAwcOmOwjKcvFz88vR28iZKRdyex2yK32JyvSastzs95kpzVr1vD7778b/58vXz7effdd5s6dy7vvvmt8MjKvDR8+HDc3N4tDfOVl+T969MhkmIPk9aXsKEl5TCpYsGC6Q1UmdxjmdMfhxx9/TM2aNfHw8GDSpEn8+++/zJo1yyyWjJRrwYIFKVGiBCdPniQ4ONikwyswMJCHDx/y33//ceHChQwNH5FZycNjJSQksGfPnjQ/pq7X6xk2bBh2dnbMnj2bbt26MXfuXP7991+Ly00e4mvPnj1s2rQp2+POTPzJMlI/ko8TpUqVok+fPnTr1o0xY8awbdu2bI89pfHjxxMdHc2kSZOM04oWLZqlc6ABAwZQpkwZihYtyogRI9i+fTurV6/O0fgh7TwAGT7/seS///4D4LXXXsuWOFNKeQ3m5+eX5g38lPtyyr/0bq726NHDmN+cvE57kfjTugbOzfOfzOQhM6pXr06XLl1yfIiv5LIqXrw4LVu25Mcff2Tt2rWMHz8eMNykr1SpUrr779GjR7Gzs6NixYppzre0T+VWHuDFzkFLlSpFnTp1mD59Ovfv38/WdvT+/fuMHTuW+/fvA4ZOOH9/f3r37s2SJUuIjY01ln1G9+HcvAbLqJTX5in/8ufPb5Y2ZT5LlizJm2++yXfffYdWq82VY0BasnIPy9HRMUe/b5cRtWrV4t9//yU4OJjKlSsbO/JLlCiBr68vISEhGf4+CkBsbCzXrl2z+MZvVjzv2LplyxaSkpL49ddfjffgGjRogF6vZ9u2bWYPaSRvp6pVqzJ//nwUCgXdunUjIiIi22JOSTpShMgDjx8/Zv/+/bRu3ZqNGzea/LVp04aTJ09y6dIlKlasyLVr18xemQXDeNOVKlV67rpiYmLYuHEjTZo0ybVhOpIvsi09AeLl5cWECRM4d+4cM2fOzJWYUlIqlbRt25b169en+fHHhQsXcubMGZycnDK0ndKTU+Wf0TykHq7jZWKtechM3J9++ilr164lNDTULN3ly5fZuHEjnTt3zpNv2WQmH0OHDkWtVjNz5sx0P56Z8skub29vxo0bx/Hjx3Psid70vGj7Wbp0aYYMGcJff/2V7d+uUqlUfPzxx2zcuNHiuOkZ+TDt89ral0GFChU4e/as2QVHYmIip0+fztBx7GWQ0bY8J+tNdrpy5QqzZ89O82lTNze3NC9y84KLiwvjx48nODiYzZs3Pzd9bpb/okWLTIboSuvp+pdRynY6MDCQzp078/PPP3PkyBGLv0mvXGvXrs2JEyc4efKkyUW5r68vxYsXZ/ny5Xh6elKuXLlsz0vTpk05ceIE69atw8/Pj1KlSpmlWbBgAUeOHGH69Om4urrSr18/Y37Se9q6UaNGtGjRggkTJuTYR5MzEv+L6N27N2+88QbffPMNDx8+zNZlp+Tj48Pw4cNZu3YtISEhgOE4l5VzoJT/bt++PfXr12fixIlcuXIlx+K3lAe9Xp/h85+0aLVaVq1aRY0aNV6aBwIywsbGhsmTJ3P9+nUWLVqU1+H83xk8eDCFChVizJgxubbOWrVq8dlnn7FixQoOHDgAQNeuXdm3b5/ZQz8ADx8+ZMmSJbz//vsW37ZKa5/KSWnlITvupeTEubadnR1r1qxJ87wmuTy9vLwytcyX6RosO+l0upfmwaS8voeVUbVr1+b06dMcP37crLMkMDCQkJAQzp8/n+GOlNWrV6PX69N92CMzMnJsXb9+PWXLlmXTpk0m9+DGjBlDfHx8ug+5ODo6Mn36dB49esS3336bLTGnJh0pQuSBzZs3o9Fo6NGjB2XLljX569WrF0qlkpUrV9KoUSOKFi1Kr169OHLkCHfu3OHff/9l6NCh3Lp1i08//dRkuWq1mrCwMMLCwrh79y6HDh2iZ8+e6PX6HBsrPC4uzrjOhw8fEhISwsSJEylQoIDZ2P0p1atXj5YtW/LLL79w7tw5kzwcOHDA7C+7hn9K1qtXL4oXL06nTp3YuHEjN2/e5PTp04wYMYKNGzcybtw4du3alaHtlDL23Cz/jOThZRjaJD2ZycONGzfM6sWxY8de6ri7du1K3bp1+eijj1i+fDk3btzgxo0bLF++nM6dO1OrVi169OiRJ3nIaD6Sx+4dOXIktra2xjqe/JfWxUmyxo0b88EHHzB37tx0n2rLipT7W+q/xMTETLefaenUqRPVq1dn+vTpPHjwIFvj7969O/Xr16dTp07MmzePCxcucPv2bfbu3UvXrl1Zt24dtWrVMqaPjo425u/BgwccOnSIH3/8EX9/f+PHbF9Gbdu2RafT0adPH06ePMmdO3c4duwYX3zxBTY2NrRt2zavQzTzom15TtabzHjw4EGax1OAzz77DKVSSZcuXfjzzz+5ffs2Z86cYd68eWzevDnL44vnhDp16tChQwdu3ryZofS5Vf61a9fmypUrbNiwgVu3bjFz5kzc3NwyPN70y2LIkCGUKFGCoUOHptueWyrXgIAAtm/fjkKhMPs20ltvvcX27dsJCAjIkTdEX3vtNYoVK8Z3332X5rBYJ0+e5Mcff+SLL74wxmZnZ2fMw/MusIOCgrCzszMbhjG34n9RKpWKCRMmEB8fn+PjzLdr147AwECTD8dnxznQhAkTcHJyYuDAgSQkJORqHubPn5/h85+kpCTj9Hv37hESEkLfvn25fv06o0aNytG405MyrtR/8fHxFn9XpkwZ+vbtm+F2V1iW3rE4LQ4ODkyYMIHbt2/nYpTQv39/ihcvzpgxY4iNjaVp06Z88sknfP755/z888+EhoZy69YtNm7cSMeOHY0dJelJq13IzTy8yL2UsLAwzp49y6hRo3BycjIOr5sdPD096d69Oz/++CMzZszg/Pnz3Lp1i3379tGnTx9q1qxJ9erVgazvwzl5DZYTUufz0qVLjBw5ksTERJo3b57X4RlZuof1MqlZsyY3b97kxIkTZkPjBgYGsmvXLry8vNJ8eCM8PNx4X+/y5cssWLCA77//nl69elG0aNFsie95x9ZTp05x4cIFOnfubHYPrkOHDvj5+T33o/Ply5ene/fubNu2zWwYyOwg30gRIg+sX7+e2rVrU7JkSbN5RYsWpVGjRmzevJkhQ4bw22+/8cMPPzBixAgePXqEm5sb1apVY+XKlWaN2fbt29m+fTtgeCrB29ubRo0a8f333+fYk1CLFy82fmQveWzY5Avt573WOHLkSA4dOkRQUJDxeyqPHz9O86Jq6dKl1KxZM9vidnR05LfffmPx4sUsWLCAu3fv4uDggL+/P8uWLaN69eq0aNEiw9sJcr/8M5KHl11m8rBlyxa2bNli8ntfX98cOTg+T0bjViqV/Pjjj2zcuJFVq1YxY8YM9Ho9ZcqUYciQIbRt2zZHbi5lZz66dOliHBolLc/bBkFBQRw7dowhQ4awadOmdD9cmRkp97fUfvzxR5o0aZKp9jMtCoWC8ePH06pVK8aMGcPcuXOzJXYw1I0ffviB7du3s27dOpYuXUpUVBReXl5Ur16d3377jTfffNOYfuLEicZX9VUqFfnz56d27doMGjQoT+vQ83h6erJq1Sp+/PFH+vbty5MnT/Dw8CAwMJBx48ZleIjK3PSibXlO1pvMOHz4sHGIzZQuXrxIoUKFWLNmDXPmzGHixImEhYVhb2/P66+/zqJFi0zq3stg2LBhHDp0KENpc6v833rrLYYPH86sWbN49OgRZcuWZe7cubi4uOTI+nKKg4MDU6dOpWPHjgwfPtzicDiWyrVmzZqo1Wrq1atn9rZWYGAgy5Yty5FhvZI1bdqUuXPnmj0pGRUVxeDBg6lcuTK9e/c2mVemTBkGDx7MpEmTqFevHq+//nqay/bw8GDs2LF88cUXuR5/dildujS9evVi1qxZ7N69m3feeSdH1gOGoXxatGhh/H92nAPlz5+f8ePH07t3byZNmpTjT+mnzENwcHCGz39OnjxpvGGlUqnw9PTkrbfeYu3atdn+plFmpIwrtWHDhtGtWzeLv+3evTu7d+/mzJkzORXe/4X0jsWWVK9enY8//pglS5bkYGSm7O3tGTduHB9//DEzZswgKCiI4cOHU6NGDZYtW8aiRYtITEykePHidO7cmc6dO2foLa3U7UJOSisPWb2XolAocHNzo1KlSvzyyy/Zfi0/YMAAihcvzurVq1m+fDlqtRofHx+aNm3K559/bkz3IvtwTl2D5YSU+VQoFDg7O1O+fHnmzZtncfi4vJL6HlZejCyRnnz58lGuXDlu375t9i2RgIAAEhMTqV27dpq/bdeunfHfTk5O+Pv7M2XKlGw9R3nesdXJyQk3N7c0v0mmVCr55JNPGD9+/HPfdPviiy/YuXMnY8eOpUaNGtl6fq7QvyzvSQkhhBBCCCGEEEIIIYQQQrxkZGgvIYQQQgghhBBCCCGEEEIIC6QjRQghhBBCCCGEEEIIIYQQwgLpSBFCCCGEEEIIIYQQQgghhLBAOlKEEEIIIYQQQgghhBBCCCEskI4UIYQQQgghhBBCCCGEEEIIC6QjRQghhBBCCCGEEEIIIYQQwgLpSBFCCCGEEEIIIYQQQgghhLBAOlKEEEIIIYQQQgghhBBCCCEskI4UIYQQQgghhBBCCCGEEEIIC6QjRQghhBBCCCGEEEIIIYQQwgLpSBFCCCGEEEIIIYQQQgghhLBAOlKEEEIIIYQQQgghhBBCCCEs+B8iKy0UHEZwtQAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Visualize availability of the factors\n", "xcatx = fx_factz\n", "msm.check_availability(df=dfx, xcats=xcatx, cids=cids, missing_recent=False)" ] }, { "cell_type": "markdown", "id": "1edbafb3-934d-489d-b2f4-373cbc5830df", "metadata": {}, "source": [ "#### Imputation of factors" ] }, { "cell_type": "markdown", "id": "ae5ee4d4-b908-4956-9ac0-a1b44ef86b0b", "metadata": {}, "source": [ "Commenting out the below imputes Indonesian and Indian labour market tightness based on the average labour market tightness in Asia. Similarly for Thai manufacturing confidence." ] }, { "cell_type": "code", "execution_count": 37, "id": "a742f210-5be6-46c0-ad21-1d45a14b8409", "metadata": {}, "outputs": [], "source": [ "dfa = msp.MeanPanelImputer(\n", " df = msm.reduce_df(df=dfx, xcats = [\"LAB_TIGHTZN\"], cids = cids_emas),\n", " xcats = [\"LAB_TIGHTZN\"],\n", " cids = [\"IDR\",\"INR\"],\n", " min_cids = 5,\n", " postfix=\"\",\n", ").impute()\n", "\n", "dfx = msm.update_df(dfx, dfa)" ] }, { "cell_type": "code", "execution_count": 38, "id": "f2382b72-902a-4c42-9f01-9e14774d5794", "metadata": {}, "outputs": [], "source": [ "dfa = msp.MeanPanelImputer(\n", " df = msm.reduce_df(df=dfx, xcats = [\"MBC_CHANGEZN\"], cids = cids_emas),\n", " xcats = [\"MBC_CHANGEZN\"],\n", " cids = [\"THB\"],\n", " min_cids = 5,\n", " postfix=\"\",\n", ").impute()\n", "\n", "dfx = msm.update_df(dfx, dfa)" ] }, { "cell_type": "code", "execution_count": 39, "id": "f2bd258d-7f97-4c7c-a1a2-370c371f7fac", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Visualize availability of the factors\n", "xcatx = fx_factz\n", "msm.check_availability(df=dfx, xcats=xcatx, cids=cids, missing_recent=False)" ] }, { "cell_type": "markdown", "id": "aeb555e4", "metadata": {}, "source": [ "#### Convert data to scikit-learn format" ] }, { "cell_type": "markdown", "id": "a216563d", "metadata": {}, "source": [ "This is not necessary for the signal generation, but is useful for visualizing the pipeline and cross-validation dynamics." ] }, { "cell_type": "code", "execution_count": 40, "id": "a3d50913-9a3a-4328-81d8-392752653225", "metadata": {}, "outputs": [], "source": [ "cidx = cids_fx\n", "xcatx = fx_factz + [\"FXXR_VT10\"]\n", "\n", "# Downsample from daily to monthly frequency (features as last and target as sum)\n", "dfw = msm.categories_df(\n", " df=dfx,\n", " xcats=xcatx,\n", " cids=cidx,\n", " freq=\"M\",\n", " lag=1,\n", " blacklist=fxblack,\n", " xcat_aggs=[\"last\", \"sum\"],\n", ")\n", "\n", "# Drop rows with missing values and assign features and target\n", "dfw.dropna(inplace=True)\n", "X_fx = dfw.iloc[:, :-1]\n", "y_fx = dfw.iloc[:, -1]" ] }, { "cell_type": "markdown", "id": "83c1b57c", "metadata": {}, "source": [ "#### Cross-validation dynamics" ] }, { "cell_type": "code", "execution_count": 41, "id": "0f707f98", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Choose dynamic splitter with longer average\n", "\n", "inner_splitter = {\n", " \"Expanding\": msl.ExpandingIncrementPanelSplit(\n", " train_intervals=24, test_size=36, min_cids=4, min_periods=24\n", " ),\n", "}\n", "\n", "# Visualize the validation procedure as run today\n", "inner_splitter[\"Expanding\"].visualise_splits(X_fx, y_fx, figsize=(20, 8))" ] }, { "cell_type": "markdown", "id": "6d45f3e5", "metadata": {}, "source": [ "A binary Sharpe ratio is used to evaluate a model in each cross-validation fold. This is aggregated across cross-validation folds by the mean Sharpe minus its standard deviation. This is done to encourage selection of a stable model across economic conditions." ] }, { "cell_type": "code", "execution_count": 42, "id": "ca5e949d", "metadata": {}, "outputs": [], "source": [ "# Choose scorer for cross-validation\n", "\n", "scorer = {\"SHARPE\": make_scorer(msl.sharpe_ratio)}\n", "\n", "# Specify how to aggregate metrics across cv folds\n", "\n", "cv_summary = lambda row: np.nanmean(row) - np.nanstd(row)" ] }, { "cell_type": "markdown", "id": "d60af946", "metadata": {}, "source": [ "### Global FX signals" ] }, { "cell_type": "markdown", "id": "f23c673a", "metadata": {}, "source": [ "#### Global instance of signal optimizer" ] }, { "cell_type": "code", "execution_count": 43, "id": "3202f708", "metadata": {}, "outputs": [], "source": [ "so_glb = msl.SignalOptimizer(\n", " df=dfx,\n", " xcats=fx_factz + [\"FXXR_VT10\"],\n", " cids=cids_fx,\n", " blacklist=fxblack,\n", ")" ] }, { "cell_type": "markdown", "id": "ab0cf585-3af7-45c9-ac9b-28b1b5f8f945", "metadata": {}, "source": [ "Below are the global parameters that define the back tests that SignalOptimizer generates." ] }, { "cell_type": "code", "execution_count": 44, "id": "919a5576-1395-4bdb-8e61-0877fd1f7b82", "metadata": {}, "outputs": [], "source": [ "min_cids = 4\n", "min_periods = 36\n", "test_size = 12" ] }, { "cell_type": "markdown", "id": "5e90d497", "metadata": {}, "source": [ "#### Learning with ridge regressions" ] }, { "cell_type": "markdown", "id": "dad87ed0", "metadata": {}, "source": [ "##### Ridge without Adaboost" ] }, { "cell_type": "code", "execution_count": 45, "id": "7d099876", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "1f5d72ffca864e33a9978babc202339b", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/21 [00:00" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Visualize hyperparameter choice\n", "so_glb.models_heatmap(\n", " \"RIDGE\",\n", " title=\"Ridge: Chosen models and hyperparameters over time\",\n", " title_fontsize=18,\n", " figsize=(12, 5)\n", ")\n", "\n", "# Visualize growing number of CV splitters\n", "so_glb.nsplits_timeplot(\n", " \"RIDGE\",\n", " title=\"Ridge: number of CV splits over time\",\n", " figsize=(12, 5)\n", ")" ] }, { "cell_type": "code", "execution_count": 47, "id": "9151818d", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Feature importance graph\n", "\n", "so_glb.coefs_stackedbarplot(\n", " \"RIDGE\",\n", " title = \"Ridge: Annualized factor weights over time\",\n", " title_fontsize = 18,\n", " figsize=(14, 6),\n", " ftrs_renamed=dict_factz\n", ")\n", "\n", "# Intercept choice\n", "\n", "so_glb.intercepts_timeplot(\n", " \"RIDGE\",\n", " title = \"Ridge: model intercepts over time\",\n", " figsize=(14, 6)\n", ")" ] }, { "cell_type": "markdown", "id": "b0423529", "metadata": {}, "source": [ "##### Ridge with Adaboost" ] }, { "cell_type": "code", "execution_count": 48, "id": "51a65b68", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "01c601edc238430d80d13dbdeebb43ac", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/21 [00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Visualize hyperparameter choice\n", "so_glb.models_heatmap(\n", " \"ADA_RIDGE\",\n", " title=\"Ridge with and without boosting: Chosen models and hyperparameters over time\",\n", " title_fontsize=18,\n", " figsize=(12, 5)\n", ")" ] }, { "cell_type": "code", "execution_count": 50, "id": "e97cf4c5", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Feature importance graph\n", "so_glb.coefs_stackedbarplot(\n", " \"ADA_RIDGE\",\n", " title = \"Boosted Ridge: Annualized feature importances over time\",\n", " title_fontsize = 18,\n", " figsize=(14, 6),\n", " ftrs_renamed=dict_factz\n", ")\n" ] }, { "cell_type": "markdown", "id": "a998f895", "metadata": {}, "source": [ "##### Ridge value generation" ] }, { "cell_type": "code", "execution_count": 51, "id": "551b8420", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.microsoft.datawrangler.viewer.v0+json": { "columns": [ { "name": "index", "rawType": "object", "type": "string" }, { "name": "PNL_RIDGE", "rawType": "object", "type": "unknown" }, { "name": "PNL_ADA_RIDGE", "rawType": "object", "type": "unknown" }, { "name": "LONG", "rawType": "object", "type": "unknown" } ], "conversionMethod": "pd.DataFrame", "ref": "13924c2b-c3dd-4929-909c-e672ef456b60", "rows": [ [ "Return %", "8.472772399217543", "10.570439427078494", "2.4013944660418987" ], [ "St. Dev. %", "10.0", "9.999999999999998", "10.0" ], [ "Sharpe Ratio", "0.8472772399217543", "1.0570439427078495", "0.24013944660418987" ], [ "Sortino Ratio", "1.1991649359219698", "1.552022394017132", "0.3288141015178357" ], [ "Max 21-Day Draw %", "-17.70579424264497", "-15.41055401760174", "-22.064435317340354" ], [ "Max 6-Month Draw %", "-30.347727465820284", "-24.85407338719404", "-25.113462948929566" ], [ "Peak to Trough Draw %", "-37.035481434269855", "-30.511732860868555", "-63.043463393342236" ], [ "Top 5% Monthly PnL Share", "0.5487237064360762", "0.5078154627062188", "1.7944180841121986" ], [ "EUR_FXXR_NSA correl", "0.345110233534892", "0.35341624205574135", "0.5152572711741982" ], [ "USD_EQXR_NSA correl", "0.2938032222597294", "0.24692053261168612", "0.3353063743435959" ], [ "Traded Months", "253", "253", "253" ] ], "shape": { "columns": 3, "rows": 11 } }, "text/html": [ "
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xcatPNL_RIDGEPNL_ADA_RIDGELONG
Return %8.47277210.5704392.401394
St. Dev. %10.010.010.0
Sharpe Ratio0.8472771.0570440.240139
Sortino Ratio1.1991651.5520220.328814
Max 21-Day Draw %-17.705794-15.410554-22.064435
Max 6-Month Draw %-30.347727-24.854073-25.113463
Peak to Trough Draw %-37.035481-30.511733-63.043463
Top 5% Monthly PnL Share0.5487240.5078151.794418
EUR_FXXR_NSA correl0.345110.3534160.515257
USD_EQXR_NSA correl0.2938030.2469210.335306
Traded Months253253253
\n", "
" ], "text/plain": [ "xcat PNL_RIDGE PNL_ADA_RIDGE LONG\n", "Return % 8.472772 10.570439 2.401394\n", "St. Dev. % 10.0 10.0 10.0\n", "Sharpe Ratio 0.847277 1.057044 0.240139\n", "Sortino Ratio 1.199165 1.552022 0.328814\n", "Max 21-Day Draw % -17.705794 -15.410554 -22.064435\n", "Max 6-Month Draw % -30.347727 -24.854073 -25.113463\n", "Peak to Trough Draw % -37.035481 -30.511733 -63.043463\n", "Top 5% Monthly PnL Share 0.548724 0.507815 1.794418\n", "EUR_FXXR_NSA correl 0.34511 0.353416 0.515257\n", "USD_EQXR_NSA correl 0.293803 0.246921 0.335306\n", "Traded Months 253 253 253" ] }, "execution_count": 51, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sigx = [\"RIDGE\", \"ADA_RIDGE\"]\n", "\n", "pnl = msn.NaivePnL(\n", " df=dfx,\n", " ret=\"FXXR_VT10\",\n", " sigs=sigx,\n", " blacklist=fxblack,\n", " start=\"2004-04-30\",\n", " cids=cids_fx,\n", " bms=[\"EUR_FXXR_NSA\", \"USD_EQXR_NSA\"],\n", ")\n", "\n", "for xcat in sigx:\n", " pnl.make_pnl(\n", " sig=xcat,\n", " sig_op=\"zn_score_pan\",\n", " rebal_freq=\"monthly\",\n", " rebal_slip=1,\n", " vol_scale=10,\n", " thresh=3,\n", " )\n", "\n", "pnl.make_long_pnl(label=\"LONG\", vol_scale=10)\n", "\n", "pnl.plot_pnls(\n", " pnl_cats=[\"PNL_RIDGE\", \"PNL_ADA_RIDGE\", \"LONG\"],\n", " title=\"Ridge regression-based learning: Naive global FX forward PnLs for 26 currencies and vol-targeted positions\",\n", " title_fontsize=16,\n", " xcat_labels=[\n", " \"Learning using Ridge regressions without boosting\",\n", " \"Learning using Ridge regressions including Adaboost versions\",\n", " \"Long-only\",\n", " ],\n", " figsize=(14, 8),\n", ")\n", "pnl.evaluate_pnls(pnl_cats=pnl.pnl_names)" ] }, { "cell_type": "markdown", "id": "b3398736", "metadata": {}, "source": [ "#### Learning with random forests" ] }, { "cell_type": "markdown", "id": "213f284d", "metadata": {}, "source": [ "##### Random forests without Adaboost" ] }, { "cell_type": "code", "execution_count": 52, "id": "d6cd9a7e", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "4fbd47e4f76847e58900404f061a6ac3", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/21 [00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Visualize hyperparameter choice\n", "so_glb.models_heatmap(\n", " \"RF\",\n", " title=\"Random forest: Chosen models and hyperparameters over time\",\n", " title_fontsize=18,\n", " figsize=(12, 5)\n", ")" ] }, { "cell_type": "code", "execution_count": 54, "id": "83fd588e", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Feature importance graph\n", "\n", "so_glb.coefs_stackedbarplot(\n", " \"RF\",\n", " title = \"Random forest: Annualized feature importances over time\",\n", " title_fontsize = 18,\n", " figsize=(14, 6),\n", " ftrs_renamed=dict_factz\n", ")" ] }, { "cell_type": "markdown", "id": "91366b82", "metadata": {}, "source": [ "##### Random forests with Adaboost" ] }, { "cell_type": "code", "execution_count": 55, "id": "84964855", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "89f425e3774447938aca128ac2765de5", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/21 [00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Visualize hyperparameter choice\n", "so_glb.models_heatmap(\n", " \"ADA_RF\",\n", " title=\"Random forest: Chosen models and hyperparameters over time\",\n", " title_fontsize=18,\n", " figsize=(12, 5)\n", ")" ] }, { "cell_type": "code", "execution_count": 57, "id": "5adc39a8", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Feature importance graph\n", "\n", "so_glb.coefs_stackedbarplot(\n", " \"ADA_RF\",\n", " title=\"Boosted random forest: Annualized feature importances over time\",\n", " title_fontsize=18,\n", " figsize=(14, 6),\n", " ftrs_renamed=dict_factz,\n", ")" ] }, { "cell_type": "markdown", "id": "b6280ee0-4394-4123-bfbc-2368920a9450", "metadata": {}, "source": [ "##### Random forest value generation" ] }, { "cell_type": "code", "execution_count": 58, "id": "e60d97fc-8361-4e5f-9153-d9fb84935da3", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.microsoft.datawrangler.viewer.v0+json": { "columns": [ { "name": "index", "rawType": "object", "type": "string" }, { "name": "PNL_RF", "rawType": "object", "type": "unknown" }, { "name": "PNL_ADA_RF", "rawType": "object", "type": "unknown" }, { "name": "LONG", "rawType": "object", "type": "unknown" } ], "conversionMethod": "pd.DataFrame", "ref": "181f1707-7237-48d9-889d-e9acbe0005a1", "rows": [ [ "Return %", "8.205899297727077", "9.585616621053923", "2.4013944660418987" ], [ "St. Dev. %", "10.0", "10.0", "10.0" ], [ "Sharpe Ratio", "0.8205899297727077", "0.9585616621053923", "0.24013944660418987" ], [ "Sortino Ratio", "1.1571110358915215", "1.3993108729375623", "0.3288141015178357" ], [ "Max 21-Day Draw %", "-21.019367715979165", "-18.360865592653923", "-22.064435317340354" ], [ "Max 6-Month Draw %", "-38.58981662095215", "-33.9519961648339", "-25.113462948929566" ], [ "Peak to Trough Draw %", "-47.94565841980824", "-41.902979302881526", "-63.043463393342236" ], [ "Top 5% Monthly PnL Share", "0.6048995357569484", "0.5413070654432826", "1.7944180841121986" ], [ "EUR_FXXR_NSA correl", "0.33602513456081706", "0.09633887772188714", "0.5152572711741982" ], [ "USD_EQXR_NSA correl", "0.31096336232903055", "0.11280843373236318", "0.3353063743435959" ], [ "Traded Months", "253", "253", "253" ] ], "shape": { "columns": 3, "rows": 11 } }, "text/html": [ "
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xcatPNL_RFPNL_ADA_RFLONG
Return %8.2058999.5856172.401394
St. Dev. %10.010.010.0
Sharpe Ratio0.820590.9585620.240139
Sortino Ratio1.1571111.3993110.328814
Max 21-Day Draw %-21.019368-18.360866-22.064435
Max 6-Month Draw %-38.589817-33.951996-25.113463
Peak to Trough Draw %-47.945658-41.902979-63.043463
Top 5% Monthly PnL Share0.60490.5413071.794418
EUR_FXXR_NSA correl0.3360250.0963390.515257
USD_EQXR_NSA correl0.3109630.1128080.335306
Traded Months253253253
\n", "
" ], "text/plain": [ "xcat PNL_RF PNL_ADA_RF LONG\n", "Return % 8.205899 9.585617 2.401394\n", "St. Dev. % 10.0 10.0 10.0\n", "Sharpe Ratio 0.82059 0.958562 0.240139\n", "Sortino Ratio 1.157111 1.399311 0.328814\n", "Max 21-Day Draw % -21.019368 -18.360866 -22.064435\n", "Max 6-Month Draw % -38.589817 -33.951996 -25.113463\n", "Peak to Trough Draw % -47.945658 -41.902979 -63.043463\n", "Top 5% Monthly PnL Share 0.6049 0.541307 1.794418\n", "EUR_FXXR_NSA correl 0.336025 0.096339 0.515257\n", "USD_EQXR_NSA correl 0.310963 0.112808 0.335306\n", "Traded Months 253 253 253" ] }, "execution_count": 58, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sigx = [\"RF\", \"ADA_RF\"]\n", "\n", "pnl = msn.NaivePnL(\n", " df=dfx,\n", " ret=\"FXXR_VT10\",\n", " sigs=sigx,\n", " blacklist=fxblack,\n", " start=\"2004-04-30\",\n", " cids=cids_fx,\n", " bms=[\"EUR_FXXR_NSA\", \"USD_EQXR_NSA\"],\n", ")\n", "\n", "for xcat in sigx:\n", " pnl.make_pnl(\n", " sig=xcat,\n", " sig_op=\"zn_score_pan\",\n", " rebal_freq=\"monthly\",\n", " rebal_slip=1,\n", " vol_scale=10,\n", " thresh=2,\n", " )\n", "\n", "pnl.make_long_pnl(label=\"LONG\", vol_scale=10)\n", "\n", "pnl.plot_pnls(\n", " pnl_cats=[\"PNL_RF\", \"PNL_ADA_RF\", \"LONG\"],\n", " title=\"Random forest-based learning: Naive global FX forward PnLs for 26 currencies and vol-targeted positions\",\n", " title_fontsize=16,\n", " xcat_labels=[\n", " \"Learning using random forest regressions without boosting\",\n", " \"Learning using random forest regressions including Adaboost versions\",\n", " \"Long-only\",\n", " ],\n", " figsize=(14, 8),\n", ")\n", "pnl.evaluate_pnls(pnl_cats=pnl.pnl_names)" ] }, { "cell_type": "markdown", "id": "ca92590b-7a62-4921-9548-fe49f5b95e9d", "metadata": {}, "source": [ "### Comparison" ] }, { "cell_type": "markdown", "id": "bfd3758c-33ee-4019-91f1-96a1dd547c10", "metadata": {}, "source": [ "Both boosted models outperform their counterparts. The boosted forest and the boosted ridge model outperform at different times - and there are periods where they trade similarly. The random forest model has greater seasonality than the ridge model, but is virtually uncorrelated with the market. " ] }, { "cell_type": "code", "execution_count": 59, "id": "6dd91f86", "metadata": {}, "outputs": [ { "data": { "image/png": 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cjdx78OABQKY8k5iYSPfu3QkNDcXJyYnKlStz8eJFli1bRmBgoFw5+D6Cg4Pp3Lkz8fHxODg4ULVqVV68eMHp06c5ffo0M2bMoGPHjlmuX6RIEVq3bs29e/cICgqS4zg5OzsD6RWxvXr1IigoCAsLC+rWrUtSUhKXL1/m2rVrnD9/nlmzZmX6XdiyZQtPnjzBw8OD2NhYufJHmzJlyrBly5Ys56tfWDO2mLt79y66urrY29vz4sUL/vrrLx49eoSZmRmenp64ubnl5vQBEBQURL9+/YiMjMTa2poGDRoQFhbGgQMHOHHiBBs3bsTBwSHX29Pmt99+4+nTp3h4eBAREUHFihXleVFRUfzwww+UKlWKOnXqEBYWRrly5YC8l2kgvRKsU6dOJCYm4uTkRHJyMleuXMHb25vw8HAmTpwoLxsfH0+/fv24efMmhQoVolatWiQmJnL58mV8fX2ZNGmS3D0wK5MmTWLbtm0YGxvj6OiIubk5165dY+bMmZw5c4bly5djaGgIfHh+VVu7di2zZs3CwMAAZ2dnnJycePbsGX5+fgQGBnL37l355TijJUuWcOzYMapUqULdunXx8/Pj6NGjXLhwgT179mj8pvz2228sXboUAwMDatasiZ6eHnv37uXatWs5pk+tbdu2+Pn5ceDAAWrXrq0xT6lUcvjwYfT19WnZsiWQXiEwYMAALl26RIECBXB3d0dHRwdfX1+mTp3K8ePH+f333+XzmVeNGjXi4sWLGve6+uNCVFQUXbt2JTQ0FGtra2rWrElqaip3797lyJEjnDhxgi1btmS6F+7du8fp06exs7OjUqVKpKWlYW5uTlJSEv379+fy5cvys+PVq1esXbuWK1euaO0uFRgYSL9+/YiKiqJcuXI0aNCA58+fc/DgQY4fP46Pjw/169fP8Vgg7/fO9u3bmThxIjo6OnK58OzZs1y7di3LiqbsLFmyhJMnT2JjY0ODBg24du0av//+O6dPn2bDhg0a+87Lb/GHltVzOm/vkiSJUaNGsW/fPgwNDXF1dcXU1JQrV66wcOFCDh8+zLp16zJ1b8vLc2jixIns2LEDCwsLnJ2d0dPT49atW6xcuZLjx4+zZ88ejIyM8nwNhDySBOEz2bx5s6RQKKTx48fL0549eyZVrVpVcnJykmJjYzWW79Gjh6RQKKTz589nOy0ro0ePlhQKhfTnn3/K0y5evCjZ2NhI9erVkwICAuTpycnJ0pgxYySFQiENHz5cnn779m1JoVBIXl5eUmRkpMb29+/fLykUCqlatWpSSkpKpjTWr19fevXqlSRJkqRUKiVJkqRLly5JCoVCUigU0k8//STFx8fL623YsEFSKBRSrVq1JJVKJU/39PSUFAqFFBISkmmah4eHFBgYKE8PCwuT3NzcJIVCIZ08eVKevmPHDkmhUEgtW7aUnj9/Lk8PCAiQatasKacpJ1euXJEUCoXUo0cPjWOOioqSGjZsKCkUCunSpUuZzkXG6zVq1ChJoVBIw4YNk5KTk+Xpe/bskWxsbOTtq+X1nCUnJ0vu7u6SnZ2ddOXKFY30P3jwQHJxcZEUCoV09epVebq2vNKwYUPJ1tZWun//vjxNpVJJ06ZNkxQKhTR69GiNbT9+/Fh68OCB9ObNmxzPo7Zz8/3330sKhULq16+fxnLq4+/atas87X2OcdGiRZJCoZDmz58vT2vXrp2kUCgkPz8/jW3ExsZKjo6Okpubm3yNgoODJXt7e8nZ2Vny9fWVl1UqldL8+fMlhUIhffPNN3k69lmzZsn3hiRJ0vLly+VrnfH8akv78ePHJYVCIdWsWVO6ffu2xrkZP368pFAopPbt22vcS+pt16lTR3r48KE8/e7du1KNGjUkhUIhXb9+XZ6uviYrV67USP+bN2+kTp06SQqFQlq6dKk8fefOnZmeIbk5Dzt37szV8tpMnz5dPi6FQiGtWbPmvbajXj81NVWeFhAQIFWpUkVydHSUzpw5I09XKpWSj4+PpFAopHr16kmJiYnyPPWzqX379nLeUSqV0suXL6UqVapInp6eGvtdsmSJpFAopKpVq0odOnTQmDdp0iRJoVBIFy5ckCRJko4cOSIpFAqpU6dOUlxcnMayv//+u6RQKKTGjRtrTM8qPZIkSYcPH5YUCoXUqFEj6enTp/I6t2/flvPDu+nNivoZsmjRIq3zVSqVtHTpUkmhUEjVq1eXXr9+Lc9Tn/uWLVtKYWFh8vQ7d+5IdnZ2kkKhkIKCguTp6vvh3WdQVsaOHSspFApp69atGtOPHj2ap2PUdh9KkiQNHjxYUigU0sCBAzWuS0hIiPy7sGHDBnm6+j5RKBTSwYMH5ekZnwV5kZCQIF9n9X6Sk5MlhUIhubu7S0ePHpWcnZ017hP1+cuY37OiVCrlZ+Xs2bM10rlp0yZJoVBIrVq1kqdpu5fUtP3WqM+rjY2NdOvWrUznQ72977//Xn6eqefltUzz5MkTeXs9evSQoqKi5HnqZ6qtra1G/pw6daqkUCikXr16afy+3bp1S6pWrZpka2srvXz5MsvjU1/v1q1bS0+ePJGnx8bGSv369cuUpz5Gfn3+/LlkZ2cnubq6SsHBwRrzrly5Itna2koKhULjvlenvWrVqtKBAwfk6UlJSVLXrl3l36yMx29jYyO5ublJ9+7dk6eHhoZKDRo0yHW5Kjo6Wk5rxjKRJEnS+fPn5WuvNnPmTEmhUEidO3fWuH4vX76UOnbsKCkUCmnmzJny9Lz+LklS1ve6Oi9MmTJF47c1KSlJ+uGHHzKV8TPmt8mTJ8vT1fn3t99+k/NixneACxcuSI6Ojpmud0pKitS4cWNJoVBIa9eu1UjD8ePH5fOY8bxkdSx5vXciIiIkR0dHyd7eXqOcGxUVJT8fFAqFRh7PijqvKRQKacWKFfL0uLg4qU+fPvI5Vsvrb/HHKKtndd60TVeXxRs3biyFhobK02NjY6UBAwZICoVCGjx4sDw9r8+h8PBwSaFQSE2aNNHIJ4mJiVKXLl0+uBwl5J7oqiZ8NuouPBmDwBYvXlz+iq+tSfvHtmrVKiRJYvz48RpBYw0NDfnll18oUqQIBw8e5Pnz50B6l6qmTZsybNgwihQporGtVq1aUbBgQRITE4mKisq0r9atW8tN6t9t9aGvr88vv/yiEafh66+/xtDQkKioKK3b02bAgAEaXwFKly4tN+vN2GR3/fr1QHrrqYxBK6tUqcLo0aNztS942w2gaNGiGjGXrKysmDp1KjNnztTawkMtOjqaffv2YWFhwbRp0zS+iLVt25b27dtnuW5uz9nLly+pU6cOffv2pUaNGhrbqFixIjVr1gTIccjUyMhI9PX1Nc6Xjo4OAwcOZOLEiZm+eKpjUb1vbIcpU6ZQqFAhzp07l+NQxh/rGNWtid7t4vP333+TlJRE8+bN5Wu0fv16UlJSGDJkiMaXel1dXX766SdsbGy4du0aN2/ezHaf/v7+XL58mUqVKjFy5EiNe+P777/H3d092/XV1q1bB6SPBmZvby9PNzQ05Ndff6V8+fLcvXuXS5cuZVr3559/1hg1zNbWVh7ePmOrhpIlS9KoUSP69u2rsb65ubncauZjDL07duxYrUO5q7uoZGfEiBFykOXy5ctnSuuHWL9+PSqViv79+1O3bl15uq6uLoMHD8bNzY1nz57JrZUy6tKli5x3dHV1KVy4MA4ODoSHh2t0u7148SJFixalevXqBAQEaLR+PHv2LGZmZnIeT01NxcvLixEjRmQaKe6bb74Bsr4e76YH3l7rMWPGaLRUsbe3l/NDXh09epQRI0Zo/Ddw4EAaNGjAwoULMTAwYNq0aRQsWDDTuj///LPGCF92dna4uLgAZNlNJjciIyMBMgXfb9y4MZMmTWL06NFZDmWfk/DwcI4ePYq5uTlz5szRuC7lypVjxowZQPpv77uKFi1K8+bN5b+zawGaFaVSyahRowgPD6dixYp8/fXXAHI+SkhIYNiwYdSpU4cDBw5w7do1li9fTvHixdm9ezeLFi3KcR83btzA39+fypUrM2LECI10du/eHTc3N8zMzPLcXfdd1apV02i99+756N69u9xCQD0vr2WajMaPH68Rp8TLywtra2vS0tJ49OgRkN5FbefOnejr6zN79myN3zdHR0e6d++OQqHI1EUoo5UrVwIwc+ZMjRapZmZmzJw5EwMDA/744w+569jHyK8vX76kcePGDBo0KNPIfzVq1KBy5cqA9ueFl5cXLVq0kP82MjKS81XG+3Dbtm1IksT//vc/jdbHZcqU0doKPSuWlpbUq1eP169fc+7cOY156mdrmzZtgPTWRlu2bEFXV5d58+ZpXL/ChQuzYMEC9PT02Lx5M/Hx8blOQ24VKlSIunXrMnToUI3WKkZGRnLZPqtncI8ePeR/6+rqyt3t9PX1mTNnDmZmZvL8WrVq0b9//0zbOHbsGI8fP8bT05M+ffpopMHLy4uuXbvy+vVrduzYkeOx5PXe2b17N0lJSXTr1k2jnGJlZcW0adNy3J82Hh4eGsdZoEABZs2ahb6+Pjt37iQ5ORnI+2/xh5bV80pdHps2bZrGds3MzJg7dy7m5uYcPXpU47dfLTfPoZcvXwLp90rGfGJsbMyECROYNm0a1apV+2jHI2RNVBwJn8X9+/fx8/OjQoUKckFYrVOnTsCnD5KtVCrluBbaXk6NjY2pUaOGxnK1a9dm0aJFchNhSC9I3b9/nx07dsiFl3f7ygPZjmZUrly5THEaDA0N5WacuY1poa1bj7qiQ72NqKgo7t27R9GiRbUu36RJk1zHeHB2dsbAwIADBw4wYMAAtm/fzrNnz4D0H/oOHTpkOzKYr68vKpUKDw8PrUH4Mr5EvCu356xUqVLMnTuX4cOHy8tJkkRYWBhHjx6VCzXarllGNWrUICkpiQ4dOrB48WL8/PxQqVQULlyYHj164Orqmu36eVWsWDHGjRsHpI9woT6v2nysY2zVqhX6+vocOnRIo0m4Og5NxkoLX19fQPu9o6OjQ506dQC4fPlytvvM2Ide24tidnlALS0tjevXr6Orq0vjxo0zzdfX15e7w6rTnTGtGbtKqakrXDOm/5dffmHJkiUa90dUVBQXLlyQuyLkdI5zw9nZmdatW2v9L2PXLW0OHTokv2iFhIRkiiH0Ia5cuQJA06ZNtc5XPxe1XXNtzz919wF1HkhKSuLmzZu4ubnh4uKCUqmUz+uDBw8IDw+nbt26csG3ZcuWLFu2TCMPJiUl4e/vL394UCqVWmO0vJselUrF1atX0dPTw8PDI9PyGeMq5UVQUBD79++X//vrr7/w9fXF1NSUTp06sX37dpo1a6Z13eye5+/TDUJN/az66aefmDZtGmfOnJFjOHXv3p2mTZu+V6UNvM0jtWvX1ijQq7m5uVG0aFGePXtGaGioxrzcxtXLinrUtKNHj2JhYYGPj49cOai+L5OTk3FycmLRokVUqlRJ7qa2ZMkSdHR0WLduXY4x79T5u0GDBlq7dmzcuJEtW7Z8cLDYnM7Hu3n4fco0aiYmJlr3925+u337NgkJCdjZ2WkNij5y5Eh2795NrVq1tKY5MjKShw8fYm5ujp2dndb9ValShdjYWPz9/YGPk19tbW1ZsGCBRnwrpVJJSEgI+/fvl2MQaYuvpO0F9N1yFbzN+/Xq1cu0fIMGDeRQAbmh7SNOSkoKx44dw9zcnIYNGwLp1yMpKQlbW1utL/5lypTBwcGB5OTkTPGGPoYhQ4awatUqjS5Ur1+/5sqVK3Kll7bfRGNjY42PNZDelTQmJgZ7e3utgzJoKwuoPwSpP469S12p8u7v/rve597J7nrb2dm9V5f1jO8WasWLF8fR0ZHExER5tNO8/hZ/aFk9L54+fUpYWBhWVlZau/+am5vL5+zdskJun0OVK1fGwsKCGzdu8M0337Bx40Y5xpuDgwOdO3fW6NorfDoixpHwWagDGMfFxWkEPoa3P9z37t3j+vXrmSqWPpaYmBj5Rz+n2AYZA82pYwH9/fffPHjwgGfPnskVRupCpKSlH/a7MQUy0va1GZALGrn9+qttO+9uQ30sWf2omZqaYmVlJb98ZqdkyZLMnj2biRMnyvEGIP2h3rhxY7p27ZrtiDs5pSW7+Dh5PWenT59m9+7d3Lt3jydPnsj5LLv4SxlNnz6dQYMGcffuXXx8fPDx8cHCwoJ69erRsWPHLAsuH6Jdu3YcPnyYkydPMnHiRPlLbVY+9BiLFCmCh4cHp0+f5urVq7i6uhIdHc3FixcpV66cHMME3l677FqFZVwup/nvkwfUYmJiSE1NzfT1Sdt23s3XRYsW1Rr7QZ2ejMF1If25tGXLFvz8/AgJCZG/4mZ37+dVly5dNFpi5lZISAi//vorOjo6tG/fnl27dvHrr7/i7Oys0XLlfanPRVbbyuocg/bnX4MGDVi0aBEXL17km2++4dq1a6SkpODm5oa1tTXLly/H19eX+vXry0F31fGN1OLi4ti2bRtnz54lODiYyMhIJEnSyPO5eR6r85CVlRXGxsaZln/f8zd48OBMAeVzK7vn+Yfks759+8oVWhs3bmTjxo0YGhri7u5Oq1ataN26da4/HrwrpzwC6fkkMjKSFy9eyMHBAa1BrnPrzZs3DB06lIsXL2JlZcXq1as1XhwyXlNt8XccHBxwcHDAz8+PGzduyJWa2qjz96eOZZbT+dCWh9+nTAPpL3PafifezW8feuzq/cbGxuZYMfb06VOcnJw+Wn5Vxwc6cOAA9+/fJyIiQg4cndeym3p/GcsZ6ryvrcxjaGhIsWLFch002dPTk0KFCnHixAkSExMxMTHh9OnTxMbG0qlTJzl2S27vt5s3b2b6LctIPQrhu+bOnZtjWp88ecLmzZu5du0aISEhciVcdudUW37LqSygrWJMvc7MmTOZOXNmlmnM7sMbvN+9k931hvTznlP5513qOGXverc8ktff4g8tq+eFOm3ZVURlVVbI7XPIxMSE3377jREjRnD9+nWuX78OpOeRhg0b0rVr10wVk8KnISqOhE8uNTVV/hocGRmZbQXF1q1bP1nFkfortKGhYZa19mrqh/mLFy/o0aMHjx8/xszMDEdHRxo2bIiNjQ1ubm706dMny4JBdl/Ecvtin5PcbEddUMquMiovLyUtWrSgbt26HD9+nDNnzuDr68v9+/e5f/8+69atY+3atVkGOM4pLdmlI7fnTKVSMWjQIE6ePImBgQG2tra0a9eOSpUq4eLiwsaNG3PVLbJEiRLs3LmTK1eucOLECS5cuEBQUBD79u1j37599OvXL0/d/HJr8uTJXLt2jTNnzrBz506tFSkf6xghvbLq9OnTHDhwAFdXVw4dOkRaWprcNF5Nff+0bNky27ydXUs7eFtRnNW1zk1ezM0yGe/3jHIKnpjxK/GqVauYM2cOkN4F0NPTk4oVK+Lg4EBoaOhnC+ivTUpKCj/99BMJCQn06tWLsWPHEhoaytWrVxk5ciQbN25878oAtZzOc1bnGLQ//+zs7ChWrJjc8vDixYtA+hff4sWLY2BgIH+RPHPmDHp6ehov9Pfv36d3795ERUVhaWmJo6MjrVq1wsbGBnd392xbZ+W1RY2uru4Hn7+8+li/C+8yMDBg7ty5/PDDD3KQ3xs3bnD27FnOnj3Ltm3bWL9+/XsH081JVvnkfY83LCyMAQMGEBwcjLW1NatWrcr00mBubo6BgQGpqalZVkaXLl0aPz+/HEfk+dBRqjLS1hpOLafz8W4efp8yTW739e4+3pd6fXXg4+you9x+jPyakJBA79698fPzw9jYGHt7ezw8PKhcuTLVq1dn2rRpciuOd+X23OS0XF6eH4aGhjRv3pytW7dy8uRJWrRoobXl74f89mWkrXsx5Fxx9NdffzF69GjS0tIoU6YMtWrV4quvvsLe3l7utqeNtufv+5QH1cu6u7trhBF4V06t/97n3vmY1zunddTHrp7/Pr/FH1JWz4sPyZN5+Q2oWbMmf//9N6dOneL06dNcunSJJ0+esG7dOv744w8WLFigtQW68HGJiiPhkzt9+jRRUVE4OTmxbds2rcvcvn2bTp06cfjwYcaNG/dBXyKzYmFhgYGBAWlpacyYMSNXheQFCxbw+PFjWrduzfTp0zO9dOZ2WPf8pP5ykdWXkKSkpDwPZWlubk67du1o164dkN7keP78+Zw7d46FCxfK/Z3fpW6OnFVlW05fiXJj79698igVK1euzPRVJbcjyEH6j5qbm5v8RSoqKoqdO3eyYMEC1q5dS8+ePT9ac1+14sWLM2bMGMaNG8esWbM0RpVQ+5jH2LBhQ8zMzDh69CiTJk3i4MGDAJkqjooVK0Z4eDg//vhjll/JckOdH8PDw7XOz00eUN/Lr1+/Ji4uTmuroydPngDpcR8yevnyJSqVKlNBVt29T52+J0+eMG/ePMzNzVm+fHmmWFJZ5fHPZdasWQQEBKBQKORYUd7e3rRt21aO45JVIT63ihUrRlhYGOHh4XJMkIzU5+zdc5yd+vXrs337dvz9/fH19aVYsWLyS7+DgwO3bt3ixYsXXL16FWdnZ43fgilTphAVFcV3333HsGHDNArdeRn+GtJjJRgZGRETE0N8fHymmEkvX7784JfmL03FihX54Ycf+OGHH0hMTOTUqVNMnjyZ69evc+jQoRzjaWmjfnnL6n6Gt/nk3TiB7yMoKIi+ffvy8uVLHBwcWL58udbt6unpUbFiRQIDA3n+/LlGHDQ1ddyMnPKv+hi1xQmC9DhdL1++xM3NjeLFi6Ojo4MkSVpfiNVDkH8M71OmySt1ZU5Wx/7o0SOuXbuGg4OD1hZF6vWNjIxy1Zolow/Jr2vWrMHPz49atWqxaNGiTK35PkbZrVixYoSEhGQaAQ/SKzjU+Su32rZtK4+QVb9+fU6dOkXp0qU1usXn5n5T//Zld7/du3cvT2mD9NH1Jk2ahCRJLFmyJFN33mPHjuVpezmVB7WVWdX5qXXr1nTu3DlP+8vofe6d4sWLc//+fcLDw6lUqVKm+dm18MpKVveV+pyoyyPv+1v8vmX1vPhYeTI3jI2NadasmdzdOzg4mOXLl7Nv3z5mz54tKo4+AxHjSPjk1EHqtMUVUXNwcKBSpUokJyfLQbQ/NkNDQ5ycnFCpVJw9ezbTfEmS6NmzJ127dpX7ht+4cQOA7777LlOl0a1bt+QX9PcNLPo5FC9enAoVKhAVFSX3l87o1KlTuX5BWr16NZ6enuzZs0djup2dnTyMeXZNdd3d3dHV1eXSpUta4zgdP348V+nIjvqadezYMVOFSnx8vDw/u2v24MEDWrduzXfffacxvXDhwnJAckmSsvzR/1AdO3akXr16vHnzRm7xktHHOEY1IyMjmjVrRlRUFMeOHePatWs4OztrdCmBt3En1E2e3zV8+HA6duyY4zVUx8I4ffq01vTlJg+oh1dWqVRaC6tpaWn8/fffQOb4BYmJiVqHSj569Cjwttm6OqaVu7t7pkojQI7n8DG6quXVsWPH+OOPPzA2Nmb+/Plyodfa2lquaFy6dGmOgcpzor7mR44c0Tr/0KFDgPYYEVlRtwo6fvw4/v7+Gt0E3N3dUSqVLF68mNTU1Ezd1NTHM3DgwExfas+fPy//Ozf5XkdHh5o1a6JSqbTmuVOnTuXyiL5sSqWSnj17UqdOHTlODKQ3/W/evLlcQfy+lfbVq1dHR0eH8+fPa62wvnTpEtHR0VhbW39wJXtYWJhcaVS/fn02btyY7YuIurWaujI8o6ioKO7evYuhoWGOQVXVraDV3SfftWDBAkaMGCEHx1YP4PDuIBdpaWncuXMn233lxfuUafLKzs4OQ0ND7ty5o3XQjp07dzJ+/Hi59eC71Nf9+fPnBAYGZpqfmJhImzZt6N69O2FhYR8tv6p/A3v06JGp0uj58+cEBwcDH1Z2q127NvD2tyMjX1/fXMeqVHNxcaFcuXKcO3eOY8eOkZSUROvWrTVaZdjb22NiYoK/v7/8Mp5RaGgo/v7+mJqa4uDgkMcjektbS5D79+8THx+PQqHQGgMur7+J9vb2mJub4+/vr7Uspe25nFM5ZMOGDbRu3ZolS5Zkeyzvc++oyy7ayhyPHz+WAznnhbbjePbsGbdv38bCwkK+hnn9Lf7QsjrkvjVQqVKlKF26NK9evdIa7zA2Nlb+fX7f2KD79u2jcePGLF26VGN6xYoVmTRpEpDz8Qgfh6g4Ej6pyMhIzp49i56eXo5Bb9U14uqRKj4FdaDEqVOnyoEYIb3wsHDhQi5fvkxYWJjc3Ubd3PXdH7CgoCD54QvIIx98qdTHPWHCBI2vYI8fP2bWrFm53k65cuWIiIhg2bJlGl0OJUmSu0ZlHBXmXcWLF6d58+bExMQwadIkjSCKJ0+ezLJFWl6or9mZM2c0uhi8evWKn3/+WW5dld01K1++PC9evODcuXMcPnxYY96dO3cIDg7G1NRU46tTaGgowcHBH+2L8tSpUzE3N9f6FetjHGNG6ntvxowZSJKk9Utuz5490dPT47fffsv0krBlyxb++usv7t+/n+NLmJOTE05OTjx48ID58+drFNy3bt0qv7DnVGjp3bs3ALNnz+bu3bvy9NTUVCZPnkxoaChVqlShevXqmdb95ZdfNPLv1atX+f333zEwMJBjsKnP8a1btzRemFJTU1m4cKFc2Pzc9354eLgcRH3UqFGZvj62a9eOZs2akZaWxogRI/LU+uxdPXr0QE9Pj5UrV2qM9iNJEosXL+bKlSsUL148T4Gka9eujaGhIZs2bSItLU2j0kn9b3VMvHcrjrJ6Hl+5coWpU6fKf+c2YHnGPKR+kYT0r5gLFizI7SF90fT09DA3NycyMpL58+drfCSIiYmRK0Oye25nRx1jIi4ujpEjR2qM5PTkyRMmTJgAaI6o9L5GjhzJy5cvqVmzJkuWLNE6wEJGXbt2xdTUlL/++ktjpMqEhATGjx9PQkIC7du3zzJ+nlrNmjWpWLEiAQEBLF68WKN8snnzZm7duoVCoaBq1arA2+666tFMIb0Cb86cObmKJZgXeS3T5FWBAgVo3749qampjBs3TqMy5Pbt22zatAljY+Nsu/uo77NRo0ZpBEhPSUnh119/5d69eyQkJGBtbf3R8qv6WXHy5EmN6xUREcHgwYPl380PeX53794dAwMDVqxYoRF8/MWLF+/djblNmzbEx8fLz593W/6amJjQpUsXVCoVw4cP1xjJLzo6mmHDhqFSqejYsaPW2G25pf4YkfH3Q31OHz16xMOHD+XpkiSxZcsW/vzzTyD359TIyIhvvvkGpVLJ6NGjNfbl5+fHsmXLMq3TokULihYtyrFjx1i7dq3GtfXz82PRokUEBQVptH7TdiyQ93unffv2FCpUiJ07d2pU4MTFxTF27Nj3em/Zs2ePRkVUXFwco0aNkitQ1R9I8vpb/KFldcj6vGmjvscnTJigUaEZHx/PyJEjiYuLw9PT871jB1auXJnQ0FA2bNigkfeAXB+P8HGIrmrCJ7Vnzx7S0tLw8PDIsYlimzZtmD9/PiEhIVqH0P4YGjVqRL9+/VizZg2dO3eWY24EBgby5MkTTExMWLRokfzA7NOnD9euXWPRokUcP34ca2trnj9/zq1btzA2Nsba2pqwsLA8N0n+3Lp06cKpU6c4efIkTZo0wd3dnbS0NHx9feXmwhmH7MxKw4YNady4MceOHaNx48a4uLhQoEABgoKCCAkJoUiRIvz444/ZbmPcuHH4+fmxb98+Ll++TLVq1Xjx4gU3btygXLlyPH78OFdpyUqnTp3YuHEj586do0mTJtjZ2REXF8f169dJSkqiUqVKPHjwINtrpq+vz9SpUxk6dCg//vgjdnZ2WFtb8+rVK65du4ZSqWTcuHEaQxP36dOH8PBwZs6c+V6Bjt9VokQJRo8eLb94fexjzKhGjRqULl2a8PBwDAwMtFby2tvbM27cOKZNm0afPn2wtbXF2tqaR48ecf/+ffT09JgzZ06umiLPmDGDbt26sXLlSo4dO0aVKlV4/PgxAQEBch7IaUSad+/l6tWrY2lpya1bt3j27BmlS5dmwYIFmbqkFSlShOTkZJo2bUrNmjWJj4/nypUrqFQqfvnlF3lYZTc3N2xtbfH396dp06ZyqyM/Pz+ioqKoXLky9+/f/6z3flpaGsOGDePNmzd4enpqDfoL6V26bty4wZMnT5g6dSre3t7vtT97e3vGjh3L9OnT+fbbb3FycqJEiRIEBgYSEhKChYUFCxYsyDJAuTampqa4ubnJhd+MFUcuLi4YGhqSkpJCuXLlMnX/6Nu3LzNnzmT06NFs27aNokWLEhoaSkBAABYWFhQtWlSOo5ebNHl4eDBgwABWrFhBu3bt5ID3ly5dws7O7ot/rh88eFDr13K1H3/8kS5dujBmzBiuXbvG+vXr+fvvv6latSopKSlcv36duLg4WrRokeWoWLkxZcoUQkJCOHHiBA0bNqRGjRokJiZy+fJlUlJSaNWqlfxi8b5Onz4tB0TV19fPcrhzCwsL+ZlZqlQpvL29GTZsGBMmTGDDhg1YW1tz+/ZtIiMjqVKlisYHoKzo6uoyf/58+vTpg4+PD3/99RcKhULOewUKFNCoaOzXrx/Xr19n7dq1XLp0iTJlynDnzh0iIyNp2bKlxshZHyqvZZr3MWrUKO7cucOpU6fw8vKiRo0avH79mqtXr6JUKvH29s42eHavXr24desWBw8epFWrVjg4OGBhYYGfnx8vXrygcOHCzJ8/X17+Y+TXHj16cOjQIXbs2MH169epXLky0dHR3LhxA0mSqFChAo8ePfqge7xSpUqMGzeOKVOm0KtXL1xdXSlQoACXLl2iSJEiWFlZaVTs5Ebbtm1ZvHgxz549w97eXutIUcOGDcPf358rV67QqFEjudXm5cuXiY+Px93dPcvg17lVvnx5AHk0rgYNGtC5c2e8vLw4ceIE7dq1w83NDSMjI/z9/YmIiMhzuQNg0KBBXLp0iYsXL9KoUSNcXV158+YNV65cwdramtjYWI3yoDo/DxgwgFmzZrFp0yZsbGyIiYnh+vXrSJJE7969NT5mZHUseb13ChcuzMyZM/npp58YOnQozs7OFCtWjMuXLyNJEuXLl5dH+sqtYsWKMXjwYFxcXChatChXrlwhOjqa2rVrM2DAAHm5vP4Wf4yyelbnTZuePXty48YNDh06RIsWLXBzc8PExISrV6/y6tUrbGxsmD59ep7OTUZVq1alV69ecosyFxcXLC0tefz4MYGBgZiammb5myB8XKLFkfBJqbudZddNTa148eJy098tW7Z8sjSNHj2aZcuWUbNmTUJCQjh9+jS6urp06tSJvXv3agTnbtKkCatXr8bV1ZXw8HBOnDhBZGSkPIKR+ivqyZMnP1l6PwZdXV18fHwYOXIkJUqU4Ny5c9y9e5f27duzevVqgFy9aOno6DB//nyGDx9O+fLluX79OqdOnUKlUtGzZ0/27NmT46hYRYoU4c8//5Rfek+cOEF0dDQjRoyQCzt5eRF9l7W1Ndu3b6dp06akpaVx4sQJ7t27h7u7O2vWrGH27NlAztdMfe3r1atHREQEx48f58GDB9SrV49169bxzTffvHcac6tz587yMPcZfaxjVNPR0ZG/bDZo0CDLGGM9evTgjz/+oHHjxjx79oyTJ0+SkJBAixYt2LFjR45BJtUqVqzIzp07adu2LbGxsRw/fhylUsm0adPkfJGbPDB69GiWLl2Ku7s7gYGBnDp1igIFCvDDDz+we/duvvrqq0zrmJqasnnzZurVq8fly5fx8/OjRo0arF27VuOa6unpsW7dOvr06YOVlRXnzp3j6tWrlClThsmTJ7N7924KFiyIn5/fZ6tgWLBgATdv3qRo0aLMmDEjy+UKFSqEt7c3Ojo67Nmz54NeVHv27MmmTZvw8vKSKwdUKhW9e/dm7969Wlt05UTdhahEiRIa8bKMjIzkYJ3vtjaC9MrZefPm4eDgQFBQECdPniQxMZGePXuyb98+Oe5BXp7Hw4cPZ+HChdjZ2XH16lXu3LlD+/btcxzR8EuQnJzMy5cvs/xPPZRx2bJl2bp1K+3atUOlUnHq1Cn5ZXrq1KnMmzfvg9JRuHBhtm3bxpAhQyhcuDBnzpzhzp07ODs7s2DBAubNm5fn4OTvylhBdu7cOfbv36/1v3e7DTVp0oSdO3fSokULoqKiOHfuHAUKFOB///sfW7Zs0aj8z06VKlXYvXs3Xbt2JTk5mRMnTvD8+XNatWrFzp07NVqfNmrUiN9//50aNWoQEhLChQsXqFy5Mtu2bXvvrhrZyUuZ5n2YmZnxxx9/8NNPP1G4cGFOnTrF7du3cXNzY/Xq1XKL1ayoK968vb1xcHAgMDCQc+fOYW5uTt++fdmzZ49GcPOPkV+rVavG5s2bqVu3Lm/evOHEiRM8fvyYRo0asXXrVoYNGwZ8eNmtW7durFmzBjc3N+7evcuVK1fkbpQ5tYjTpkyZMvL1yiqGk7GxMWvWrGHs2LGUL1+eS5cuceXKFSpXrsyUKVNYt27dB7U2gvQ83KdPH0xNTTlz5ozcvXvBggUMHToUa2trLl++zIULF7CwsGD48OHs2rULhULBixcvct0l08TEhPXr1zNw4EDMzMw4efIkISEhfPvtt/IHj3fLAi4uLuzZs4euXbsiSRJnzpwhNDQUd3d3lixZIrfIzelYIO/3TsOGDdm8eTMNGzbk0aNHnD17FgcHBzZv3pxtsO6sDBo0iBEjRvDixQtOnTpFkSJFGDt2LCtXrsxU2ZuX3+KPUVbP7ry9S1dXlwULFjBz5kzs7e25fv0658+fp0SJEowcOZLt27fnKRaiNmPHjuXXX3/Fzs6OO3fucOLECV6/fk3Hjh3Zu3fvB3XNFHJPR8qPAA2CIHxWgYGBWFpaah1+09/fn/bt2+Ps7MzWrVs/aTpSUlJ48OABpUqV0lo5sW7dOmbOnMn3338vF+yEf5fY2FgiIiIoXbq01sqhadOmsXHjRqZMmcLXX3+dDykUBEEQBOFTu337NqVKldJaqXDs2DEGDx5Mq1atPrhy+0szZswYdu/ezbRp0z4oyLcgfG6ixZEg/AdMnjyZevXqZfoaGx8fL3/VadKkySdPh1KppEuXLnh5ecmjQKiFhISwZs0adHR08hQzRfhniY6Opk2bNrRp04aYmBiNeX5+fuzcuRMjIyONYdgFQRAEQfh3+d///oeHhwe3b9/WmB4VFcWiRYuAz1M2FQQhd0SMI0H4D/j222+5efMmQ4YMwd7eHmtra3n0rbi4ODw8POjVq9cnT4eJiQk9evRg7dq1NGvWTI5L8/LlS27cuEFaWhpDhgwRQe7+xcqVK0eTJk04evQonp6euLi4YGZmxtOnT/Hz80NXV5cpU6bIsbcEQRAEQfj36d+/P9OmTePrr7+mWrVqFC9enNevX3Pt2jWSk5Pp0KFDrrvAC4Lw6YmuaoLwH+Hn58eGDRu4ceMGkZGRmJiYUKFCBdq2bUuXLl0yDW/9KamDVgYFBfHq1SssLCywt7ene/fu1K1b97OlQ8gfaWlp7N69mz179hASEsLr168pXLgw1atXp3fv3jmOzCYIgiAIwj/f+fPn2bx5M/7+/kRGRmJubo6NjQ2dOnXKVXzUfyLRVU34pxIVR4IgCIIgCIIgCIIgCIJWIsaRIAiCIAiCIAiCIAiCoJWoOBIEQRAEQRAEQRAEQRC0EsGxs3Hjxg0kScLAwCC/kyIIgiAIgiAIgiAIgvDRpKamoqOjg7Ozc7bLiRZH2ZAkifwOASVJEikpKfmeDkH4HER+F/5LRH4X/ktEfhf+S0R+F/5LRH7/Z8ttnYdocZQNdUsjBweHfEtDQkICAQEBVKpUCVNT03xLhyB8DiK/C/8lIr8L/yUivwv/JSK/C/8lIr//s92+fTtXy4kWR4IgCIIgCIIgCIIgCIJWouJIEARBEARBEARBEARB0EpUHAmCIAiCIAiCIAiCIAhaiYojQRAEQRAEQRAEQRAEQSsRHPsjUCqVpKamfpJtJycny//X1RX1fMK/m8jvwn+JyO//bQYGBujp6eV3MgRBEARBEHIkKo4+gCRJPHv2jNevX3+y4QdVKhX6+vpERESIFwvhX0/kd+G/ROT3/zYdHR0KFSpEiRIl0NHRye/kCIIgCIIgZElUHH2A169fExMTQ9GiRSlQoMAnKfgplUqSk5MxMjISXyaFfz2R34X/EpHf/7skSSI+Pp7IyEhMTEywsLDI7yQJgiAIgiBkSVQcvSdJknjx4gUFCxakSJEin2w/SqUSAGNjY/FiIfzrifwu/JeI/P7fZmJiQnJyMi9evKBQoUKi1ZEgCIIgCF8s0Tb+PSmVSpRKJQULFszvpAiCIAiC8A9UsGBBuTwhCIIgCILwpRIVR+8pLS0NAH190WhLEARBEIS8U5ch1GUKQRAEQRCEL5GoOPpAomm5IAiCIAjvQ5QhBEEQBEH4JxAVR4IgCB/ZpxplURAEQRAEQRAE4XMTFUeCIHx2PXv2xMbGRuM/e3t7vLy8mDlzJq9fv87T9nbt2oWNjQ1hYWF5TotKpWL79u10794dd3d3XFxcaN++PRs3biQlJSXP29u+fTve3t55Xu9L4efnR9OmTXN97D169ODgwYOfOFWCIAiCIAiCIOQXEaBHEIR8YWtryy+//CL/nZqayu3bt1m4cCH3799n69atn7wbR2JiIgMHDuTWrVt88803fPfddxgYGHDp0iVmz57NmTNnWLJkCYaGhrne5rJly3Bzc/uEqf50kpOTGT16NCNHjsz1MY8bN45vv/0Wd3d3Chcu/IlTKAiCIAiCIAjC5yYqjgRByBdmZmY4OTlpTHNxceHNmzcsW7aMW7duZZr/sc2cOZPr16+zceNGjX3VqVOHKlWqMHz4cLZu3UqvXr0+aTq+FJs3b0ZfX59GjRrleh1bW1scHR1ZtmwZEyZM+ISpEwRBEARBEAQhP4iKI0EQvii2trYARERE4OTkRM+ePSlbtizlypVj8+bNREVFYWdnx7hx43B0dHzv/URHR7Nz5046d+6stYKqVatW3L17l+LFi8vTAgMDWbx4MVevXiU2NhYrKyuaNm3KiBEjMDY2xsvLi/DwcHbv3s3u3bs5fvw41tbWREREMHfuXM6dO0dycjJOTk6MHj1aPlaAFy9eMHPmTM6fP48kSTRv3hxLS0v279/PiRMnAFAqlWzdupWtW7fy+PFjrKysaNWqFUOGDMHIyAiAMWPG8PTpU8qXL8/+/fspUaIElSpV4ubNm5w6dQpd3bc9lMePH8/Vq1c5cuQIKSkprF27lu7du2uch7/++osVK1YQEhKCqakpderUYeTIkRrnpXXr1kyYMIFBgwZhZWX13tdEEARBEARBEIQvj6g4EgThixISEgJAmTJl5GlHjhyhYsWKTJgwAUmS8Pb2ZsiQIZw4cQI9Pb332s/FixdJS0vD09Mzy2VGjx4t//vFixd0794dJycnZs2ahaGhIWfOnGHt2rUUK1aMAQMGsHjxYgYMGICtrS2DBg2iWLFiREdH07VrV0xMTJg4cSImJiasX7+e7t27s2PHDipWrEhKSgq9e/cmISGBcePGYWZmxooVKwgICKBo0aJyGiZNmsTevXvp378/NWrUwN/fnyVLlhAQEMCqVavkrn1Xr17FyMiIJUuWkJCQgIGBAUeOHMHX15datWoBkJSUxOHDh+nfvz8Avr6+PH/+nCZNmsj7u3btGqNGjWLQoEG4urry7Nkz5syZw/Dhw9m0aZO8nJeXF0qlkmPHjvH111+/1/UQBEEQBEEQBOHLJCqOBEHIF5IkkZaWJv/9+vVrLl26xOrVq3FycsLe3l6el5aWxurVqzEzMwMgPj6e0aNHExAQoLFcXjx9+hQAa2vrXC0fFBRE1apV+e233+R01K5dm/Pnz+Pr6ytXGBkaGmJlZSW3Ylq/fj0xMTFs2bKF0qVLA1CvXj1atGjBb7/9xqJFi9i3bx8PHz5k586d8vHUrFlTo8vYgwcP2LFjB8OHD2fAgAEAeHh4UKxYMUaNGsWZM2eoX7++fL6mTJlCiRIlgPQA4CVKlGDPnj1yxdGxY8dISEigXbt2AFy6dImCBQtSoUIFeZ/Xrl3D2NiYAQMGyDGPLCwsuH37NpIkyRVVpqamVKxYkYsXL4qKI0EQBEEQBEH4lxGjqgmCkC+uXLmCnZ2d/F/t2rUZMWIEVapUYc6cORqBsStVqiRX1gByN6nExMT33r++fnq9uUqlytXyderUYdOmTRgZGfHgwQOOHz/OsmXLiI6OznYEsosXL1K1alWKFy9OWloaaWlp6OrqUq9ePS5cuACkV9qUKVNGoxLMzMxMozXU5cuXAWjZsqXG9lu2bImenh6+vr7yNAsLC7nSCEBXV5f27dtz9OhR+Zzt3r2b2rVry8s9efJErthSc3V1JTExkVatWjFv3jyuXr1KnTp1GDx4cKbA5aVLl36vUe0EQRAEQRAEQfiyiRZHgiDkCzs7OyZPngyAjo4ORkZGFC9eHD09PYyNjTWWNTEx0fhbHacnt5U+2pQqVQpIj6VUuXJlrcu8ePECKysr9PX1UalUzJ8/nz/++IOEhARKliyJo6OjHFsoKzExMTx+/Bg7Ozut8xMTE3n16pXWEckyTnv9+jWARtc1SK8As7S0JDY2Vp5WoECBTNvq2LEjy5cv5+jRo9SsWZOLFy8yd+5ceX5cXFym8+zs7MyKFStYt24da9euZcWKFRQpUoSBAwfSs2dPjWVNTEw00iAIgiAIgiAIwr+DqDgSBCFfFChQAAcHB41pSqWSpKSkz7L/mjVrYmBgwOnTp+UuXu9Sx//Zu3evXIEyefJkmjRpgrm5OQCdOnXKdj/m5ua4ubkxatQorfMNDQ0pXry4HNspo6ioKPnfhQoVAiAyMlKjZVBqaiqvXr3C0tIy23SUKVMGNzc3Dh06RExMDGZmZhpd4SwtLXnx4kWm9erWrUvdunVJTEzk0qVLbNiwgWnTplGtWjWN4ORv3rzJMQ2CIAiCIAiCIPzziK5qgiD8JxUsWJBOnTrx559/cufOnUzz9+zZQ2BgIG3atAHS4/1UqlSJjh07ypVGz58/JygoSKPlU8ZRywDc3Nx49OgRFSpUwMHBQf5v79697NixAz09Pdzc3AgLCyMgIEBeLykpibNnz2psB+DAgQMa2z9w4ABKpZLq1avneMydOnXiwoUL/PXXX7Ro0UKjtVSpUqV49uwZkiTJ07y9venYsSOSJGFiYoKnp6ccMDwiIkJj28+ePcvU1U0QBEEQBEEQhH8+0eJIEIR/jZ07d8otc9R0dXXp1auX1uWHDRvG7du36dmzJz169MDNzY20tDTOnDnDn3/+iaenJ7179wbA0dGRpUuXsmLFCpycnHj8+DG///47KSkpGrGWChYsiL+/P5cvX8bR0ZE+ffqwd+9e+vTpQ79+/bC0tOTgwYP8+eefjB07FoBWrVqxYsUK/ve///Hjjz9SsGBB1q5dS1RUlNylrlKlSrRv355FixaRmJiIq6srAQEBLF68GHd3d+rWrZvj+WnatClTp07Fz8+PiRMnaszz8PBgxYoVBAUFYWNjA6S3ylq7di1jxoyhTZs2pKamsmrVKiwsLKhZs6a8bmxsLPfv36dfv345pkEQBEEQBEEQhH8WUXEkCMK/xtKlSzNN09PTy7LiqGDBgmzcuJFNmzZx8OBBtmzZgiRJlC9fngkTJtCpUyc5iPb333/Pq1ev2LBhA0uWLKFkyZK0bdsWHR0dfv/9d968eUPBggXp168fM2bM4Ntvv2Xt2rXUqFGDrVu3Mm/ePH799VeSk5MpX74806dPl7u56evrs3r1aqZPn86vv/6Kvr4+bdq0wcLCgkePHsnpnT59OuXKlWPnzp2sXLmSYsWK0atXLwYNGpSppZM2RkZG1KxZk4cPH2p0MwOoUaMGhQsX5vTp03LFUf369Zk7dy5r1qyRA2JXr16dDRs2YGFhIa979uxZDAwMaNCgQY5pEARBEARBEAThn0VHytgvQdBw+/ZtgExxWCC9G4m6+8m7gXw/JnXMF2NjY/T09D7ZfgThS/Bfze/379/n4cOHNGnSRGO0sk6dOlGiRAkWL178UfaTlJRE/fr1GTRokNySKqM1a9awZcsWjh49mmnUtOz07t0bhULB+PHjP0o6/yv+q/ldeOtzlSW+BAkJCQQEBFC1alVMTU3zOzmC8EmJ/C78l4j8/s+WXZ1HRiLGkSAIQj5LSEjgxx9/ZOrUqVy8eJFz584xbtw47ty5Q48ePT54++Hh4SxevJh+/fqho6NDx44dtS7XrVs3VCoVhw8fzvW2b9++TWBgIAMGDPjgdAqCIAiCIPwbhG+qTsLDv/I7GYLw0YiKI0EQhHxWrVo1Fi5cyO3bt/nf//7HkCFDePz4MatWrdKIJfS+dHV12bhxI8+ePWPBggWYmZlpXc7Y2Jg5c+awYMECUlJScrXtmTNnMnHiRIoWLfrB6RQEQRAEQfinU6XGk/TEj6gz4/I7KcInIqWlkvYmMr+T8VmJGEeCIAhfgGbNmtGsWbNPsu2SJUvi6+ubq2VdXFw4evRorre9efPm902WIAiCIAjCv07Ss2skB6Yhxb1EmRCJrlEhdPQM8ztZwkf0fPtYog/Pw6LBAEr1/T2/k/NZiBZHgiAIgiAIgiAIgvARvNw9HYDUl9GErihNiI8Zkiotn1MlfAgpLYW0N5E82zKC+HtnUb55DoBJ+er5nLLPR7Q4EgRBEARBEARBEISPIO5aesttKSkZVbweugV0ifGdhmWtX/M3YcJ7SXsTSdCQYvLfr04sw+QrVwrYN8HS878T41O0OBIEQRAEQRAEQRCE96BKTuC17zZSXj4m+u8lkGFkWuXrQuiZf0V80I58TKHwIRIfXdX4W0pJICHwNIVqfpNPKcofosWRIAiCIAiCIAiCILyH53+O5tXfi7XOS3seTdzzaPRL6vLy1HCKNJgHgCRJIKnQ0dX7nEn911PGvwJAr4DlR9leckQAT+a30DrP5Cu3j7KPfwrR4kgQBEEQBEEQBEEQcpD2+jmBAwvh31uHOL/DSJJEYtA5zYV0dDCr6U6Zn/e/Xe+pisg/5hP0c1kSH10lYkVvAvrqEzzRiZTnDzRWT40OQxkX/TkO519FlZLIvUFWhC3u/FG29ebKTp5tGipPK2DbUGMZfSvrD97PP4moOBIEQRAEQRAEQRCEHLw84I0q8Q0AofOaE7lnMkmhN0EvvSNPoTq9sWzpiXGFKpg7tUKx6Jm8rpQCadFPePSrK68vbAQgOfQWD0ZVJj7wNACpryK4/3MZQqbX/bwH9i+Q+vIxAPH+xz94WzFn1xG2uBPJEQEAFO86lzI/7pHnG5evjp5JwQ/ezz+JqDgSBEEQBEEQBEEQhCxIaSnE3jwgV/iovdwzGQD9QiUBKNx0GKrUOHQNzP5/enEsGuQcQPnxzAYkPr7B/Z9KA5Ac4f8xk/+vJEkSCQ8upnf7A1JfhcvzlP9fufe+1F0P016FY6KoQ+Hmw9E1NsO8ensACtXq/kHb/ycSFUcCXl5e+Pj45HcytLKxsWHXrl35nYwshYWFYWNjg6+vb34n5aPYtWsXNjY2n32/kydPxtnZGTc3N6Kioj77/tVOnjzJgwcPcl7wX6Bnz56MGTMmv5ORK+/my4iICA4cOCD//bmeYTnljy/heZWQkMAff/wh/z1mzBh69uyZjykSBEEQhH++R1Nq8mRBK5SxL9HRN6RYl1nyvAJ2jSjWaTroGWBkbY8qJRZdQzN5fqm+v1Nu0t8a2zMsXgmbZTGU7LcKy4b/S9/HJBeNZVJePPyER/RxqFKSeH10ATpRwZ99328u/0nI1NrE3fwLVUoiobMbyfMSH1x87+2mRodrVNzpGZu//ff/x076WDGU/klExZHwRTt37hwtWmgPSPYlKFmyJOfOncPZ2Tm/k/KPFRgYyObNmxk9ejS7d++mcOHC+ZKO8PBwBg4cmK8VV5+Tj48P48ePz+9k5EqLFi04d+5t/IDRo0dz9uzZz5qGf0r+WLNmDatXr5b/Hj9+/Bf7YUAQBEEQ/imSHt+Q/138m/kUaTka2/UStuslyo06hoVHT2zXpKCjq4uUGo+OgZnG+iZla2LsqE/xnr9iZO1Aqe83oWdaCMv631Ky12IsGw6Sl600O/0jVei85p/n4D5A7LXdvNo9Af3rmz7rfiVJInxpVwDibh3g6fof5HmGJasQdWSB3BIpr+4PKwtAQff07etmqDjS0TMAQK+A1Xtt+59MjKomfNGKFi2a30nIlp6e3hefxi/dmzfpTUk9PDwoVaoUSUlJ+ZKO9/1x+aeysLDI7yTkmrGxMcbGxvmahn9K/ng3nebm5lksKQiCIAhCbjzbMhwAS68fKNFzMejoZLv8uy2OAHQNCmBgWQEdoyQqTvfLtI66QgLAsHhFdE0KkvIs6COk/tNRpSYTvrwbADrJH9Y1LK/SXr+NHfXadxtSWgoAX03zI2SaBylPA4ncNYliHaeiSklCR08fHb2cqz5Snj8ASQWAYbGKAOhblJTn6+gbAqBravGxDuUfQ7Q4EnJl586dNG/eHEdHR5o3b8769etRqVTy/KtXr9KrVy9cXFywt7enefPm7N27V54/ZswYhg4dSr9+/XBxcWHlypX4+PjQp08fVqxYQb169XBwcKBHjx4EB79t6pix68eYMWMYM2YM3t7e1KpVi2rVqvH999/z/PlzefnQ0FD69++Ps7MzdevWZe3atTRu3DjL7iPauma9O83Pz49u3brh7OyMq6srQ4YMISIiAsjcVa1nz57MnTuXcePGUaNGDVxcXBg+fDhxcXHy9u7cuUP37t2pVq0aDRs2ZN++fdja2mbZ3c3Hx4cePXrw888/4+LiwtSpUwHYvn07rVu3xtHREScnJ7p168bt27fl9by8vFi9ejVDhgzB2dkZd3d3pk2bRlpamrzMsWPHaN26NQ4ODnTr1k0+LrWkpCQWLlxIw4YNcXBwoG3bthw5ckTjXDVu3JitW7fSoEEDqlWrxtChQ3n+/DkjRozA2dmZevXqsWPHjizPv7obTaNGjRg3bhwAwcHBDBw4EHd3d6pXr87QoUMJD3/bb7lnz55MnDiRzp07U6NGDfbt2wfknE/37NlDy5YtcXBwoG7dukyfPp2UlBTCwsJo2DB9pIRevXpl2ULDxsaGRYsW4enpSZ06dQgJCSElJYU5c+ZQt25dnJ2d6dKli0brGEhvOde+fXscHBxo1aoVO3fuxMbGhrCwMPlaeXt706JFC9zd3bl8+TKSJLFy5UoaNmxItWrVaNu2rXycaqtXr6ZRo0bY29vj5eXFkiVL5IqDxMRExo8fj4eHBw4ODrRr146jR49qnMOMXdVu3LhBr169qF69Ou7u7owdO5ZXr17J83PKT0qlkjlz5lC/fn3s7e1p1qwZW7Zs0Xoe7927h42NDXfv3pWn/e9//6N69eoolUoAVCoVNWvWZO/evRr3ZM+ePbl8+TK7d+/Gy8tLXj8yMpLBgwfj5OSEu7s7M2fOlLeV2+N797qrp+U2fwA8fPiQrl27ys/BQ4cOacw/deoUXbp0ke+NefPmaVSWxsTEMHnyZOrXr4+joyNdu3bVeDZkd119fHxYvHgx4eHhcv7K2FXN19cXW1tbTp8+TatWreTr9Pffb5vPK5VKFixYQJ06dXBycmLo0KFMnz5ddHcTBEEQ/pMez21G9OH5QHr3JB1dXXSyqThSpSUipcaja2SRaV7amxBeX5undT0dQ1MAyo46BkCJHosAePJbe6QMZdkvSeLDy/K/9R6eRpWS8Nn2nRr5CACLet+iSohBSkmgVP91GJdxwLLRYABe7puGf28dAvub8Hhu01xtN/npPfnfBkXKAchxjQBQV/DlUHn4byQqjj6Bh1HxXA+L+Tj/hb/mZkQs18Nf52r5h1HxH/14tm3bxuzZsxk8eDAHDhzgp59+YuXKlcydOxeA58+f8+233+Lg4MDu3bvZs2cPjo6OjB8/npcvX8rbOXLkCLVr12bnzp20atUKSK9wunbtGitWrGDz5s1ERUUxefLkLNPy119/ERMTw6ZNm1i5ciV3795l4cKFQPoLVZ8+fVCpVGzZsoUFCxawa9cunjx58t7HrlQq+f7773F1dWXfvn2sW7eOiIgIuYJDm3Xr1lGkSBF27NjBnDlzOH78OOvWrZPPVe/evSldujQ7d+5k0qRJLFiwQOMFV5srV65QpEgR9u7dS8+ePTl27BhTpkzhu+++49ChQ6xbt47k5GQmTJigsd5vv/0mp33UqFFs2rSJv/76C4Dr168zZMgQmjZtyr59+2jfvj0rVqzQWH/YsGHs2bOHiRMnsm/fPho1asSPP/6o8aIZERHB4cOHWbFiBYsWLeL48eO0bt0aOzs7du7cSb169fj11181XtLVWrRoIb+Eb9++nbFjxxIREUG3bt0wNDRk/fr1rFmzhsjISHr06KFRAbd9+3Z69erF5s2bqVu3bo75NDAwkAkTJjBkyBCOHDnCjBkz2Lt3L6tWraJkyZJs374dSH/57tevX5bXYvPmzSxatIjFixdTvnx5xo4dy/nz55k7dy67d++mefPmDBw4kFOnTgEQEBDA999/T61atdi7dy8//PAD3t7emba7adMmJkyYwKpVq3BycmLBggVs2bKFiRMnsn//fnr16sWvv/4qx685ceIEv//+O5MnT+bo0aOMGDGCZcuWyZVLv/32G/fu3WPFihUcPHiQevXq8fPPP8uVVRn5+fnRs2dPKleuzJ9//slvv/3GrVu3+PbbbzXyZnb5afPmzRw+fJgFCxZw5MgRevTowa+//srVq1cz7c/GxobSpUtz/vx5IP0+8/X1JT4+Xq5M8vPzIzY2lgYNGmis6+Pjg7OzM82bN9eokNyxYweurq7s37+fkSNHsm7dOnbv3p2n48tKXvLH+vXradeuHfv376dp06b8/PPP3LlzB0ivqP3hhx9o0KABu3bt4tdff5Wvnfo89OvXj6tXrzJnzhx27dqFQqHg22+/xc/PT74GWV3Xfv360a9fP0qUKMG5c+coWbJkpvSpK/jGjx/PX3/9hUKhYPTo0cTHp/92zJ07l23btvHLL7+wc+dOihYtysaNGzNtRxAEQRD+C+Jvp38wNS7rRAH7Jjkvf29b+vKlaudpP0alqgJvu0UVrNERgNjre0gMvpSnbX0uzzYNAcCsdm8AQn8siiopLrtVPt6+//gJgEK1usnT9AuVAKB45xlYD96usXyC/wkAlHHRhC3vjjIxVp6njH9OzJXZSMoU0mKeAlB5/mMs6vWj/KRLFKhSX162cPMRFHT/GpMKrp/kuL5koqvaR/YyPhnFrBOo8qlXg56uDk9/aUyRAkYfbZtLly7lhx9+oGXLlgCUKVOGuLg4Jk+ezI8//khycjJDhgzh22+/lWvgBwwYwJ49ewgJCaFIkSIAFCpUiO+++05j22lpacyePZtChQoB0LVrV+bMmZNlWszNzZkyZQoGBgZUrFiRFi1acPp0+vCVBw8eJDo6ml27dsndcObMmUPbtm3f+9jj4uJ49eoVxYoVo3Tp0pQpU4aFCxdmG+ekUqVKDBs2DIDy5cvj4eHBjRvp/aK3bduGubk506dPx8DAgEqVKjFhwgQGDRqU5fbUhg4dKnc7iYyMZPr06bRp0waA0qVL06lTJ6ZMmaKxTp06dejVqxeQft02btzI9evXadeuHZs2bcLFxYXBg9Nr5StUqEBQUBAbNmwA0lv9HD9+nOXLl8sv70OGDCEwMJDly5fTqFF6ALq0tDQmTpxIxYoVUSgUVKlSBQMDA/r27QtA37592b59OyEhIVhaagaSMzY2lq+9lZUV5ubmLF26FFNTU+bOnYuhYXpz0EWLFtGwYUP27t1L9+7poxhUrVqV1q1by9vKKZ+GhYWho6ND6dKlKVWqFKVKlWL16tWYmZmhp6eHlVV6X+VChQpRoECBLK9D27ZtcXBwAODx48f89ddf7Nmzh6pVq8rHGxgYyOrVq2nQoAHr1q3D3t6eUaNGAfDVV18RFRXF9OnTNbZbv359atdOL2QkJCSwbt065s+fL5/7smXLEh4ezurVq+nevTuhoaEYGhpqHE+xYsUoVaoUkN76rkCBApQpU4aCBQvy448/4urqKp/vjNasWYONjQ0TJ04EoGLFisyfP5+2bdty7tw56tevn2N+Cg0NxdTUFGtra4oVK0aPHj346quvqFChgtbz6OXlxfnz5xkwYAB+fn4YGBjg5OSEr68vjo6OnDp1iurVq2dKr4WFBQYGBhgbG8vXDKBJkyb07t1bTtuGDRu4c+cOnTp1yvXxZSUv+aNbt2507ZreJ/6nn37i0qVLrFu3jrlz57JixQoaN24s3+9ly5YlJSWFYcOG8eDBA8LDw7l79y779+9HoVAA6YHjb9++zerVq/ntt9+yva4FChTA1NQ0xy60P/30E7Vq1QJg0KBBHDlyhKCgIKpUqcLmzZsZO3YsjRs3BmDChAny80sQBEEQ/ktUKektgot3nUvh5sNztU7yixsYFLbFwFKRaZ5FrV94c2uZ1vUK1e6BYbGKmFZ0B0DX2IwyP+7lyW9tidwzmbLDDyGlJhJ9fBlm9o3RNTJDz7wIeqaZy3Wfg6RMIzn0FujoYNVlDnEX1gPw5toeLDx6aCyrSkkicvcvFHTthMlXH17hkvb6OUmPrgBgnKECR11xBFDQtRNVVycT8O3bd+KQWV4kBJxM38arcMqPPYUkSUT+/T2Jjw7y5vwR4m6kVzAZFE6Pc6S+HmoGFiWxHrT1g4/hn0hUHH1kRQoYETTGi5jE1I+yPaVKRUpyCoZGhujp5txAzMLE4KNWGkVHR/Ps2TPmz5/Pb7/9Jk9XqVQkJycTFhZGxYoV6dChAxs2bCAoKIjQ0FACAwPT05/ha365cuUybb9IkSIaL4bm5uakpmZ97sqWLYuBgYHW5f39/alQoYJG7JYqVap8UIwPdWXX1KlTWbRoETVr1qR+/fo0b551sLqvvvpK429zc3M5jo+/vz/29vYax+DqmvMDtHDhwhrH4erqSnBwMEuWLOHhw4c8fvyYe/fuaXTLgvQX5HfToj5fQUFBeHh4aMx3dnaWK47u3Utvqlm9enWNZVxdXZk/f77GtLJly8r/NjU11WjpYGSUnh9TUlJyPE6ABw8eYGdnJ1caQXqsK3XFllrG/JSbfKruStapUyesra3x8PCgYcOG2Nvb5ypd2vbr758+4kK3bt00lklNTaVgwYLyMuoKITVt1zzjdh88eEBycjLDhw9HN8N9n5aWRkpKCklJSbRp04adO3fStGlTKlWqRO3atWnatKlccdS/f38GDhxIrVq1cHR0xMPDg9atW2u9H7TlBfW9c+/ePbliJbv81L17d/7++2/q169P1apV8fDwoGXLllkGO/f09GTbtm0kJSVx/vx5atasSenSpbl06RL9+/fn9OnTtGvXTuu62pQvX17j70KFCpGcnJyn4/sY3r1fqlWrxqVLl+R0qCs2310+KCiI8PBwzM3N5UojAB0dHWrUqCF3f8zLdc1KxmeUmVl6DIbU1FSCg4NJSkrCyclJY//Vq1eXn+mCIAiC8G8lqZQ8XTsAXSMzinedQ2B/EwBMq+SunPB0V3OSQo9jUk57tyhdA3OkFO0tcnR0dDCtrFleNHNK76ERf+cory/+gSo5nhfbRvJi2/9vz7QQVZbF5CptH5sqKb3FTukftqBrVIDEvgcwWduSVyeWEn1sESV6/IZppfSPVAn3zxN1cDbRx5dQdcWHt0h6uX8GAKY29dAzMcd68A7CFnfCoKjmO5iOviE2S6OJObuW51uGy5VGAAmBp4k6OYk3t96OjqeuNBK0ExVHn8BXhbP+Gp1XSqWSpKQkjI2N0dPT+2jbzS11RcTYsWMzvfxCeheOBw8e0K1bN+zs7KhduzZNmjTB0tKSzp07ayyrLbhtxsqB3MhueT09vUwVJ+/j3a4rI0aMoFu3bpw+fZqLFy8ydepUVq1axZ49ez5bGt89d/v372fMmDG0bt0aFxcXunbtSlBQUKYWR9rSoo6Bo6OjkyktGSu0siJJEvr6mo+Od9fTzUUlZ3bb10alUmnsJ+M5yU0+NTQ0ZMOGDfj7+3Pu3DnOnTvHwIEDadeuHTNnzsx1+jLuV53WP/74I1MrFPU5yO0117bdhQsXZqqIhPTramxszN69e7lx4wbnz5/n3LlzbNiwgSFDhjB48GCcnZ05ffo058+f5+LFi+zZs4dly5axatUqubXJu/t7lyRJGuc8u/xUvnx5jh49yuXLlzl//jynTp1i5cqVzJw5k/bt22daz83NDUNDQy5fvszFixdp27YtpUuX5o8//iA8PJyAgIA8jQam7fmoTltuj+9dGeOB5da7eV+pVMrnTVs61HlDX18/23Sq77m8XNesZHUd1fv4pwQCFwRBEISP4enGIaQ8vYdJpVrEnFkDQPSx9BhDRqVsMS6Xu9GTk0KPA6BnlrmrOICuoTlSWgJSWjI6+jl/6NfR1aVoh6lE7ppIxIpe6JoU1JivSniNfx89qq5JRecDyt55JamUKBNeA6CnDhJtXhyAxAcXAQiZWpsqKxNBR4fnf/yYvl5yPLG3DmJeLecRs9PevEDXyAxdI9PM+///4NUleqSXEwu6dqTqOpXW2FN6BSwpVKs7z/8/wHmZn/ejo2dI2OIOvPxrOoZl0suPkvJt2cfYPr1Mll0sq/8iEeNIyFbhwoWxsrLiyZMnlCtXTv4vY2yhrVu3UrhwYdauXUv//v2pX7++HNvoc76AVKlShcePHxMTEyNPCw4OJjY2Nst11C+NGWPnhISEyP9++PAhv/zyC4ULF+abb75h0aJFrFq1iuDg4Pf6Al+lShX8/f01WlW9TzeQFStW0KlTJ2bNmkX37t1xdXWVYznl9pxXqVIl077VsVgAORjxtWvXNJa5evUqlSpVynOac6ty5crcuXNHo4XSy5cvefz4caYWL2q5yaenT59m8eLF2NraMmDAADZs2MDQoUM5ePAgwHv9OFSuXBlI7zqYcb+7du2SA7JXqVJFjk+jltM1/+qrr9DX1yciIkJju6dPn2b16tXo6uqyb98+tmzZIgcP//PPP+ncubN8PIsWLeLatWs0bNiQCRMmcOTIEcqUKaMR3FzNxsYm03UODAwkLi4uy3P+rg0bNnD06FE8PDwYNWoU+/fvp1atWnJ63mVgYECdOnU4fvw4t27dolatWlSvXp20tDR8fHxQKBRYW1vnat85yc3xGRgYaDwH4uLiNLqk5jZ/ZAz4DemxxNT5xMbGhuvXr2vMV+eFihUrYmNjQ2xsrEbLOkmSuHbtmnzP5XRdP6SQU65cOYyNjbl586bG9Fu3br33NgVBEAThS/fq78XE3z3Gy71TQEfz9bjCL77o6Obt472ukaXW6Tr/P9JayGLzLLusvato2wlYNUuv9FAlvqFI6/GUHXEYm+XpFTdIKkLnNkOVnHOcW0mlIin0Fklhd3JcNispLx4S0FefByPSQxHoGplluWxgfxMCvzMmOfwu5q6dAHgyvyWvL/zBoyk1SYvLOvRH0JDihMyop3Vewr0zFHTvinFZR3laduUfvYLFsGryI+XGHsDIujwF7BujZ2WKKkGi1DcXKd3rFsVbp8dvNVLooWOgQ8SWmkjKzL1gUqLv8WihIamvQ7Lc37+VqDgSgPRYLWfOnNH47/Lly+jo6NC/f382btzIpk2bCA0N5dixY/z6668YGxtjaGhIiRIlePbsGadPnyY8PJyjR4/y66+/ArnvnvQxtGrVCktLS0aMGEFgYCA3b95k5MiRQNYPEycnJ3R0dOSRkw4dOiQH1AWwtLTkwIEDTJo0ieDgYB49esTu3bspVKiQ1pYgOenWrRtv3rxh4sSJBAcHc+HCBXmUtLy88JUsWZLr169z9+5dQkNDWbduHZs2bQJyf8779etHYGAg3t7ePHr0iH379snbgPQXWU9PTyZPnsypU6d49OgRixcv5vjx49kGB/5QnTt3Jj4+npEjRxIYGIifnx8//vgjlpaWmbr5qOUmnxoYGLBkyRLWrVvHkydPuHPnDqdOncLZOf0rkqlp+heNoKCgbCsbM6pcuTKenp788ssvnDhxgidPnrBy5Up+//13uftev379uH37NnPnzuXRo0ccO3aMRYsWyenWxtzcnK5du/Lbb7+xd+9enjx5IgdbL1asGADJycl4e3uzZ88ewsLCuHr1KleuXJGP58mTJ/zyyy9cvHiR8PBwjhw5QkREhDw/o759+3Lv3j2mTp1KcHAwvr6+jBgxAltb21y3YomOjmbKlCkcP36c8PBwzp49S0BAgNb9qXl5ebFr1y6KFStGmTJlMDY2xtnZmb1798qjmGlToEABwsPDefbsWZbL5PX4nJycOHjwINevX+fBgweMGzdOoxVTbvOHOij3w4cPmTFjBkFBQfTv3x+A7777jqNHj7J06VIePXrEqVOn8Pb2pkGDBlSsWJE6depQtWpVhg8fzuXLlwkODmbKlCkEBQXJ8Ztyuq6mpqa8fv2aR48eZdvtVxsTExN69uzJokWL+Pvvv3n06BHe3t6i4kgQBEH475BUGJZ8O7qyrrFmxYgy4QXKpOjMq+Xiw61R8Rryv6NO/pjrJJk5vO36VsCuIWYOTdEzKUiVFemVRfF3jxE4wIwHY22zTcf9n8vwcKITD8c78Nr3zyyXU6XG8/raAlRpSSRFXCL1zWMAUiJDeDBS84OiOpg3QNHvt1J2xBEqzX2UaZtlMgSrDv+9B4nBvrzY/j9SY4JJfHiFlOfBPF33A/EBJwlblh4CIinkGi92/QKkt3KSVEri7v5N8hM/jaDYOdHR0SElfhcvDrcjfJML0aeHo0p8iZQgkfryFcrX8Tye3iB9WeP0snnKixskP7/Ki0O9SIl+21jg9ZX0rm1JYadyvf9/C9FVTQDSuz7t379fY1rp0qU5ceIE/fr1w8jIiI0bNzJr1iyKFClCly5dGDp0KJA+PPXDhw8ZNWoUKSkplC9fnmHDhrFo0SJu375NvXraa4s/NkNDQ1atWsWUKVPo0qULhQoVYuDAgdy9ezfL7ihlypRh8uTJ/P7772zevJnq1aszatQoRo8eDaRXHK1cuZJ58+bRpUsXlEolTk5OrF27FjMzM43WTblRuHBhVq1axYwZM2jbti0lSpTgm2++Yfbs2bnqJqY2ceJEJk2aRI8ePTA0NKRKlSrMnj2bn3/+mdu3b1OjRo0ct1G1alVWrlzJnDlz2LRpE5UrV2bgwIHyKGQA8+fPZ/78+YwfP543b96gUCjw8fGRA+d+CqVKlWL9+vXMnz+fr7/+GkNDQzw8PJgzZ44cN0ibnPJp7dq1mT59OmvWrGHBggUYGxtTv359eUh6S0tLOnbsyOzZs3n8+HGmEeqysmDBAhYsWMCkSZN4/fo1ZcuWZfr06XL3LIVCweLFi5k/fz7r1q2jQoUK9OjRAx8fn2yv+dixY7G0tOS3337jxYsXlCxZkqFDh8oB5jt37kxMTAxLly7l6dOnFCpUiKZNm8ojdP3yyy94e3szcuRIYmJiKF26NCNGjNAaLL5atWqsWrWKhQsX0q5dO8zMzGjUqBHDhw/Pdb4cPHgwqampTJs2jcjISIoWLco333zD999/n+U69evXR6lUUrNmTXla7dq18fX1zbbiqGvXrowePZo2bdpw8eLFHNOWm+MbNmwYMTEx9O3bF3Nzc/r16yfHJoPc549BgwaxceNGJk6cSKVKlVixYoUcILxp06bMnz+fZcuWsXTpUqysrGjatCk//fQTkN7dbs2aNXh7ezN48GBSUlKwt7dn3bp1ctyhnK5rkyZN+PPPP2nTpo1GRXBu/fjjj6SmpjJhwgQSExPx9PSkYcOGcrwoQRAEQfg3SI15ipScgL6VZuvmkn1XYFHvWx7P8kTHIHOYjdAV1qBnSIUhmrF6XuzvAICZbS8s3MZq3adBIc0BQxLDzmJiXTfHtBqXdQLA3KUtppXfxmzUNTLFov53xJxeBUBKRADK2Ej0CxbLtA1JkkiLiZD/Dl/6NeZOLdE1yhxiJfHRIaLPjib67Gh5WpnvQuRuaBnpW5ZC/cm6gFNr+UOb7XoJVVIcqpQEdA3Tp1VZEc+TRe2Jv3MUgLig7SSt3UnSzbehAV6dXK6x/Zd7p1C03SQC+qZXW1h6/QBoVqblRJn4EmXC24+Nb24uRtdcF+UrJaGz377TFKzZmZJ9lpH8zJfne9vx9M/02FaSMonirdIr2pTxLwDQ0cucN/7tdCQRzCBLt2/fBpBHUMooKSmJR48eUaFCBa2xez6W/I5x9E8SFhZGSEgIderUkac9f/6cevXq8ccff+SqMuVTe/DgAa9fv9YIoHv9+nW++eYbTp06pXX47P+Sf2N+9/PzQ19fH1tbW3na/v37GTduHDdu3MgUL0r47/gS8/uxY8eoXr26xoh1/fr1o0SJEsyYMSMfU/bv9LnKEl+ChIQEAgICqFq1qvxiIQj/ViK/f/n8e6e3LClg14j4u+ndlMycWlH25/3ZrcajhelxAiv89LaFf8rLO4RvcgHAum8gBoWy7pUQ8acnuvqmJIYek6cZFq9B6W8uvN+BAGlxUYRMrU3KsyBKD9pKIfevMy2jjI/h3iBLSv+whZRnQUTu/gXDUlWpNNM/07LP9rYj8VHmUAOqFwqSw+9SrMssLOr2Q5UUi2Gxr/KU31NfhxIy7yvSnuuga67CoIQuSbe1x5Qs3nUuz7eOQN+qDGnRT+TpJpVqU2Hi+ZxOi+zRIlNQpWFZZyYJwftIiwvDymMa+qa2PJzoJC/31fQ7GFvboUpL5PHid0b1dR+HSfkWPN2W/p5Z2GsJBR375zoNX7Ls6jwyEl3VhH+N5ORkBgwYwOrVq3ny5An+/v5MnDiR8uXLU61atfxOHgDPnj2jV69e7Nmzh/DwcG7cuMHMmTNxc3P7z1ca/VsFBATQq1cvjh8/TkREBBcvXsTHx4eWLVuKSiPhi7N69WqGDx9OQEAAT548Yd26dVy6dIk2bdrkd9IEQRAE4aNTVxpVmvvovYdZV1caAdlWGgGU6nKSEh0OaExLeX6VyKPfvXdsWH2zwnw1JT1mYvjSrgR+b44kSTzfOhL/3jokBJ0jLTYyfdlCJbBqkt5NLiUiAGX8KwCU8a/w761D2NKOJAS/TV/RZhuQVBKpz5Qkh6fHcSzScjT6BYtiWEz7sSa/uEnEnw1IjtTs6i6plESfGYa+lS66xkqUkSqNSqMSfX+nVP91WDUbjmLJC0wd0lukZ6w0AjAqbUtuRR77HlTp+7CoMZxSX5+m7LfBmFX5BuOy1ai6VonNshgqzQnG2NoOAF19E8oPTaBYqz8xLuMFQIzvDLnSCECV8ibzzv7lRMWR8K9RsWJF5s+fz/79+2nVqhV9+/bF1NSUtWvX5qkb2KdUp04dxo8fz++//06zZs343//+h42NTZ5GjxL+Wbp06UKfPn2YMWMGTZo0YcyYMTRq1EiOAyYIX5K5c+dSoEAB+vTpQ6tWrdi/fz+//fabRndCQRAEQfgnU8bHaPxdaU4whkXLa+22pbFe4kv539Fnx6JKfqMRQNmqrneu01C6xzUKuY2R/47z34AyLizX679L18gUy0aDAVAlxZH48DJRh9LDTzxZ3Im0V+EA6JkXRc+0ENZD0gdxebrhfzxdN5Ani9K72r3x3UVqmBIpTcKi1i8UsPkaI4tmpD1NH8msoEeHHNMSfXoEyREXiPjDlcTQE8RcmYMkqYjxnU5C8D4A9ItrtrQ2stFH0g3Gok5vSnwzl6gT3/Nshyd6RdOrK8qM2E4hj17oWemQknKAtLiITPt916uLvxJ3d222y+jo6qJnWihTJZiOrj4FKrWjWPMNFGm8KtN6af8f9+m/JN+7qqlUKrZt28bmzZsJCwvDysqKhg0bMnToUMzM0oORPX78mJkzZ3L16lX09PRo1qwZI0eOlOcDxMfHM3fuXI4ePUpCQgI1atRg7Nix7xXAWE10VROEz0vkd+G/ROR3QXRVE4R/J5Hfv2xJobc0uihVXavM1XD2YesdSH11T/7b3HEghar/TNhaG4o0WYW5ba/3Sk9i2Fme7WiImV1fijb+/b22oRZzbgMRK3vLfxuXdSIp9Kb8t82SKPTMrJAkieAxVUh59nYkV3RA11QHVbyEQZHSlPn5MMbW9jz5vQWxFw4BULBOE0p/dwidDKPPvZvfwzfVIOWl5ojCeuZlUcaGakwr5DqG5PuRvL68CcNKSejo6qBrbIVVvTm8PPotkB6bSUoG00oNUCW9krera2RBuR9eZHkeVMmvebysKABFGv2OcWkPDCwVeTiTmtLiItAzKUpS+Fne+C0n5eUdyvTJ3M3vn+gf01Vt1apVTJ06lQYNGrBkyRL69evH3r17GTJkCJIk8ebNG3r37s3Lly+ZNWsWw4cP5+DBg/z4o2Yk+uHDh3P48GGGDx+Ot7c3z58/p1evXrx+/TqfjkwQBEEQBEEQBEH4kigzDANf8tvVuao0AjQqjQCUCc9QJccAYFjY/r3TY1w6vQtU3N21pMW+f6sjALNqLeR/F6z5DcW7L5T/Nipth55ZegxDHR0dSn63FP2iFhRwqI+OERgp9DGsmP4hK/VlOA/HO5Ac7g+qt6EVksKPE316hNZ9pzy9wKOFhpkqjQC50qhk5xOUaJ8eP8m0fBNK9llGlaWxWPe5A4AqKVquNNIxLEj5/0VjUftnksJOa2xXlRxDUsQlremQ0pIJXVUegMKeizC37/tBlUYA+mal0NEzwKSsFyZlG5EW84AXh/uQEHL0g7b7T5KvATZUKhUrV67k66+/Zvjw4UD6iDqWlpb8/PPP3LlzhwsXLhATE8OuXbvkYJ3FixdnwIABXLt2jerVq3Pjxg1OnjzJihUrqF8/Pfp5jRo1aNiwIZs3b+aHH37It2MUBEEQBEEQBEEQvgwZK47MHJvneX3rPgGEratK8tPLKBPSYwfpGhXKYa2s6ejoYOkxnVfnx5MUfhaTso3Q0TdG19A855XfoW9eBNv1EpIyDR299Ff9cmNPk3DvDJaeAzSWTQzbh4F1PCouYGz7NqxHkQ5jeLkrfdj54HF28nRdE2N0C6Tx5uZi4oN2gJ4h1j2uIal00EmO5NX+t/EQzWx7Y1S8BlEnh1DQaQhvbqaH5VBXkmUMLg5gaGVD+SHxRGytTcr/x0ay7nkTXUNzLFxH8+b6wvRjGfwGZfxTwtba8PTPepT/MRkdHR1UqQnoGqS37ntxuCdSajw6hgUpWG1gns9hTkwrtiHqxGDiAzejSnyJafkmH30fX6J8bXEUFxdH27ZtadWqlcZ0dfeyJ0+ecO7cuUwjvNSpU4cCBQpw5swZAM6dO4epqanGaFpWVla4urpy+vTpz3AkgiAIgiAIgiAIwpcuLS4KdHSpulaJgUXuBqeR0pIBsKw9BQOLigAo4yN4dWESkN516kNYuI4EIPJwb0JXlObZzmaZ0yBJKJOic9xWXNB2nu16u36BKvUo2nYC+gWLydMij35H7K1lGuuV6HiMCj+lUKBy+hD1Bd27asyvsjwRc8f07njKhGcoY0OJPjuG2HPDsLycXmlU0OUnynz7kCINl1Kw2veU/zEJk3Lp2zMu2zDbdOvoGVCq22Us3MZi3ccffXNrAPRMCmNVdxale91GV98Yg0IVMLPvB8CbGz6kvLzD4yUWJIadJS02jIQHe9DRN6FMvwc5nqv3oV+gBEYl02M/lmj/1yfZx5coX1scFSxYkAkTJmSa/vff/x/dvlIlgoODadGihcZ8PT09rK2tefToEQDBwcFYW1tnihFRtmxZ9u/PfkjFnEiSREJCQqbpycnJqFQqlEolSqXyg/aR0/7V//+U+xGEL4HI78J/icjvglKpRKVSkZiYiEqlyu/kfFKJiYka/xeEfzOR379MadFhhI23AUC3QGESk5JyvW5CwDoAlMYl098NdXRBUpHy4jroGpCkNEBHyzvj+0p+foVHPoWwansYgyLpo0Mn3v+TNycHULjrDfQLVkBSKdHR1Xz/TX1xleiD3YH0GMA6OjqZti2pUonz3wBAAecRxN9ID6KtsqqRfmzl3Ck95Q4GRStQqNNsnowsi3EVTxISEjB2GUdcwEaMyrckOeQAsXdWa2zbyH4IKXpWkJwKpAcOl4rWwrzWTExs+2l9r36XkdNoUoHUDMsaVB1IGpD2/9NMa80l7s4aos+87Tb3bEdDCtZfDEDhrjdJVhnCR7wmGRVqvhtJlZKr4/nSSZKkNZ+864sbC/rWrVusWLECT09PFAoFsbGxFCiQOcJ9gQIFiIuLAyA2NlYjUHbGZeLj4z8oPampqQQEBGidp6+vT3Jy8gdtP7c+134E4Usg8rvwXyLy+39XcnIyaWlpPHz4ML+T8tmEhITkdxIE4bMR+f3Lohd0DMP//7cqPirLdzxtTEJuYAKEJFeBgAAMbKZgHpjeACLNpDyB9+5/cPoMK4/D7P6MtxOUiUTvSg/DojQpj07aa3SBsHPzSCzbF6sLDYmvNAqTkGXopsUSazcf87vD5NUD71wD/czv0YbP9qN+cw7Xr42u43IkPVOiAwM1F3z5/+dnyGUSgVfq81X3IgC6hXtQ0G8QuqmvSCz7LYnlviP60QtAS9Bq/QYQ9HF/60xLdsT46U6NaW9OD0alb05QSBTo5Nw668PlPLrbP4GhoWGOy3xRFUfXrl1j4MCBWFtbM3PmTODtF1lt1DVjuVnmfRkYGFCpUqVM05OTk4mIiMDIyOiTjoQiSRLJyckYGRl98LEIwpdO5Hfhv0TkdwHSP0KVLVsWIyOj/E7KJ5WYmEhISAjly5fHxMQkv5MjCJ+UyO9fpri4O7z8/3/rmhelatWquV435kk0quJuVLX7/5GnqlYlubyCmMNdKFi5NaXzsK0sVa2KVH84qrgnvNzqpDFLLzFE/rdJ2CaszA1JBMweL0NKiwWgmOoOGdu4KcoXRc+8HACqxJfo6JugY1CARN1rvLkP+lZ22Dh7fUiCkZzvk/DmOdFP33z2/K4sN4OYw8HoFSyPec1pvDnzIylhx9E3saSqre1nS8c/3YMHuevS98VUHB08eJAxY8ZQvnx5Vq1ahaWlJQBmZmZaWw3FxcVRvHhxeZmXL19mWiY+Ph5z87wHFctIR0dH6zCaurq66Orqoqen90mHUVZ3X9DR0RHDNQv/eiK/C/8lIr8Lenp66OrqYmJi8kk/Qn1JTExMxPDkwn+GyO9flqS0t++UZlUa5OnavFbGY1ionMY6RuXq8NqwIJaOvTH8mNfZzFau4CpUfRiSMoU3N9O7YOnomyKlJZAYsAYAKTVWXk0nJUpjM/opzzAxrUrCwwNE7muPYREHSve4htIgPRC2dY8r6Oh+eHWAjq4+PH3z+fO7aQXMe1yW/zSsN4OIze5Yuo0V910e5PbjZb4Gx1ZbvXo1w4YNw8nJiT/++INixd4G7qpQoQKhoaEayyuVSsLCwqhYsaK8TFhYWKb4AI8fP5aXEbLm5eWFj49PfidDKxsbG3bt2pXfychSWFgYNjY2+Pr65ndSPopdu3ZhY2Pz2fc7efJknJ2dcXNzIyoqKucVPpGTJ0/mutb9n65nz56MGTMm3/b/sfPax3iOZdzG57wXRo4ciY2NjRzfLyc+Pj54eeX+C2Fel/9Url27xtWrV/M7GRq+5N8/QRAE4eNSxr5E16QgZX7aR6n+63K9XmrMA5KenEBHT7M7j55JEcoPeomh1UdobfQOC7exmNn2wqruLAq6/AhAsdY7MamQOWg2gK5hIdJep3cFKzvwBXrmZYm/n/4O9XxfewBSXt5GlRqPKvkVOobmH6XS6EtiVMyZ8j8mU9Dh2/xOyr9Svlccbd26ldmzZ9O8eXNWrVqVqYWQh4cHV65cITr6bR/Fc+fOkZCQgIeHB5A+ylp8fDxnz56Vl4mOjubq1avyMsI/07lz5zIFR/+SlCxZknPnzuHs7JzfSfnHCgwMZPPmzYwePZrdu3dTuHDhfElHeHg4AwcOzNeKq8/Jx8eH8ePH59v+W7Rowblz5/Jt/zn5XOmLjY3l+PHjVKhQga1bt37y/eWnbt26ZfoQlN927NhBv3798jsZgiAIwmegjIvCoHBZzJ1bo2uU+xYpb24uAUBSpX2qpGViWXsyRZusAsCgYLn00c4qtsaq9lRMyjfHqq435o4D0TMrTbkfItE1tiTl5W0A9IwtMLGuT8qLm6S+CtLYblpsKMqkV+gaWX62Y/mcRNf/TydfqxkjIyOZOXMmpUuXpnv37vj7+2vML1u2LN26dWPTpk307duXwYMHExMTw5w5c6hXrx4uLi4AuLq64ubmxsiRIxk5ciQWFhb4+Phgbm7ON998kx+HJnwkRYsWze8kZEtPT++LT+OX7s2bN0B6JXGpUqVIysMIFx9TdrHS/o0sLCzydf/GxsZfdNecz5W+I0eOoKenx6BBgxg9ejRhYWFYW1t/8v0K6aysrPI7CYIgCMJnkvbmBXpmeftAqUqJI+HRIQCs6np/imTliYFlZUq02/t2gtciAHRNisCbEHmyfqHyJD4+yvN9HTTWjzrxI0lhpzAs4vg5kiv8i+Rri6PTp0+TlJREeHg43bt35+uvv9b479SpU1hZWbFhwwYsLS0ZMWIECxYsoFmzZixYsEBjW4sXL6Zhw4bMnj2bMWPGULx4cdatW0ehQoXy6ej+XXbu3Enz5s1xdHSkefPmrF+/XqNr4NWrV+nVqxcuLi7Y29vTvHlz9u59+1AbM2YMQ4cOpV+/fri4uLBy5Up8fHzo06cPK1asoF69ejg4ONCjRw+Cg4Pl9TJ2VRszZgxjxozB29ubWrVqUa1aNb7//nueP38uLx8aGkr//v1xdnambt26rF27lsaNG2fZ3U1bd5R3p/n5+dGtWzecnZ1xdXVlyJAhRESkR9B/t6taz549mTt3LuPGjaNGjRq4uLgwfPhweQRAgDt37tC9e3eqVatGw4YN2bdvH7a2tll2d/Px8aFHjx78/PPPuLi4MHXqVAC2b99O69atcXR0xMnJiW7dunH79m15PS8vL1avXs2QIUNwdnbG3d2dadOmkZb29mvJsWPHaN26NQ4ODnTr1k0+LrWkpCQWLlxIw4YNcXBwoG3bthw5ckTjXDVu3JitW7fSoEEDqlWrxtChQ3n+/DkjRozA2dmZevXqsWPHjizPf8+ePQFo1KgR48aNAyA4OJiBAwfi7u5O9erVGTp0KOHh4fJ6PXv2ZOLEiXTu3JkaNWqwb98+IOd8umfPHlq2bImDgwN169Zl+vTppKSkEBYWRsOGDQHo1atXll1XbGxsWLRoEZ6entSpU4eQkBBSUlKYM2cOdevWxdnZmS5dumRqqXLu3Dnat2+Pg4MDrVq1YufOndjY2BAWFiZfK29vb1q0aIG7uzuXL19GkiRWrlxJw4YNqVatGm3btpWPU2316tU0atQIe3t7vLy8WLJkiVwBlpiYyPjx4/Hw8MDBwYF27dpx9OhRjXOYsavajRs36NWrF9WrV8fd3Z2xY8fy6tUreX5O+UmpVDJnzhzq16+Pvb09zZo1Y8uWLVrPo/raZ7zPbGxs2LFjB3369MHR0ZE6deqwePFijXXOnj3L119/TbVq1ahXrx4LFizQOox9bu7r2NhYRo8eTY0aNahZsyZr16794PTt37+f5s2b4+DgQOfOndmwYUOO3d327duHm5sbDRs2xMDAgD///DPTMtu2baNx48Y4OjoycOBAXr9+rTE/KCiI77//HldXV+zt7WnYsCFr1qzJtJ0lS5bg7u6Oi4sLI0aMICYmRp4XExPD5MmTqV+/Po6OjnTt2jXTM+nUqVN06dIFZ2dn6tSpw8yZMzUqek+fPk2HDh2oVq0atWrVYsyYMXJa1edh7NixWrtI+vj4UKdOHY37NTExEWdnZ7Zv3w6kPxfUz/c6deowfPhwIiMj5eW1PReioqIYOnQo7u7u8nFdvvw2HsK7XdVyOsac8kFO950gCIKQf5Ij/NEvVCJP60Sd+om01w8p2nwT+malPlHKPpxxSXcACrr8BICeaQmUCc/lFkcG/9+dLinsVPry1vU/exqFfzhJyJKfn5/k5+endV5iYqLk7+8vJSYmZpqXEhMsJT2//lH+S4i4Ir0KOS8lRFzJ1fIpMcF5Pk5PT09p0aJFWc7funWr5ObmJv31119SaGiodPjwYcnDw0Py9vaWJEmSnj17Jjk6OkqzZ8+WQkJCpPv370ujRo2S7OzspMjISEmSJGn06NGSQqGQVq5cKT18+FCKiIiQFi1aJNnZ2UkDBgyQAgICJD8/P6lZs2ZSz5495X0rFApp586d8jbs7OykMWPGSA8ePJB8fX0lDw8PacyYMZIkSVJCQoLk6ekp9evXTwoICJCuXLkitWrVSrKxsZG38a6dO3dKCoUiy2lpaWlSzZo1pfnz50uhoaHSnTt3pA4dOki9e/eWJEmSnjx5IikUCunSpUuSJElSjx49JDs7O2nevHnSo0ePpL///luqVq2a5OPjI58rFxcXaeTIkdL9+/elU6dOSQ0aNNDYxrsWLVokKRQKadq0aVJoaKj06NEj6ejRo5K9vb20Z88eKSwsTLpx44bUoUMHqU2bNhrX1cHBQVq/fr0UGhoq7dixQ7KxsZF2794tSZIkXbt2TbKxsZF8fHykhw8fSn/++afk4OCgcT5++OEHqX79+tLJkyelhw8fSosWLZJsbGykY8eOyefK1tZW6t27t3Tv3j3p1KlTkq2treTq6iqtWbNGCg4OlsaPHy/Z2dlJ0dHRmY4tMTFROnLkiKRQKKRbt25Jr169koKCgqTq1atLQ4YMkQICAqSbN29KXbt2lRo0aCDFxsbK59nGxkbat2+fdO/ePSk6OjrHfBoQECDZ2dlJhw4dksLDw6UzZ85Irq6u0pIlS6S0tDTp1q1bkkKhkI4cOSLFxcVpvRYKhUJyd3eX/Pz8pBs3bkiSJEnDhg2T2rZtK126dEl69OiRtGbNGsnOzk46efKkJEmS5O/vL9na2kre3t5ScHCw9Ndff0murq6SQqGQnjx5Il8re3t76fz585Kfn5+UnJwszZs3T/L09JROnjwpPX78WNqxY4fk7Owsbdq0SZIkSTp+/Ljk6uoqnTt3TgoPD5cOHDgg2dnZSXv27JEkSZJmzpwpdezYUbpz544UGhoqzZs3T7K1tZX32aNHD2n06NGSJEnSrVu3JDs7O2nKlCnSgwcPpIsXL0rNmzeX2rdvL6WlpeUqP23YsEHy8vKSrl27JoWFhUkbN26UFAqFdOXKFa3n8t17T6FQSDVq1JD27NkjhYaGSsuWLZMUCoV0+fJlSZIk6fr161KVKlUkb29v6cGDB9Lp06clNzc3+dmV8TmW030tSZLUr18/qVmzZtKVK1ckf39/qVevXpJCochyGzml78SJE1LVqlWlVatWSQ8fPpQ2b96c6X56V0BAgKRQKKRdu3ZJkiRJQ4YMkWrXri2lpKTIy+zfv1+ytbWVNm3aJD18+FD6/fffpSpVqkienp6SJKU/9zw8PKRRo0ZJDx48kB49eiTNnj1bUigUkr+/vyRJb58hPXr0kO7evSv5+vpKTZo0kQYOHChJUvpzrn379lKrVq0kX19f6f79+9LEiRMlOzs76datW5IkSdLRo0elKlWqSEuWLJEePnwo/f3331KdOnWkH374QZIkSYqKipLs7e2lTZs2SWFhYdLVq1clLy8vady4cZIkSdKLFy8khUIhrVu3Tnrz5k2mcxEaGirZ2NhIFy5ckKft27dP+j/2zju+pvMN4N97b/aQTYgQgqAxYhWxam9q72rMtqgqfrRGUXuPKrV3hxGztWrU3itBCJkkZO/k5t77++PKSa5sTQR9v5+PjzPe8bznvO/JPc95Ro0aNTSxsbGakJAQTb169TSzZs3SPH78WHP37l3N8OHDNZ988okmPj5eo9Fk/VwYNWqUZvjw4RofHx+Nn5+fZtKkSZratWtLdTLOm9zGmJd5kNu6e52cfkt8aMTHx2uuXbsmXXuB4ENGzPd3k4djS2tC90zNV50nS/U1T5bqa1LjQgpJqoIh5u5GzZOl+pqoG9p3jsgrCyTZnyzV16hTk6XtwM0faVTKhALrW8z395ucdB4Z+bAiYr0DqBLDCNpcFTTq3AsXBjIFZYYHojC2LbAmV69ezRdffEGHDh0AcHR0JC4ujhkzZvD111+TnJzM6NGjGTJkiORXOnz4cDw9PfHz88PWViuLhYUFQ4cO1Wk7NTWVBQsWSJZhffr0YeHChdnKYm5uzsyZM9HX18fZ2Zn27dtz5swZQJuZLyIigr1790puOAsXLqRLly5vPPa4uDgiIyMpXrw4Dg4OODo6smzZshzj4FSoUIFx48YB4OTkhLu7Ozdv3gS0lgPm5ubMnj0bfX19KlSowJQpU/jyyy9zlWXMmDFSDLCXL18ye/ZsOnfuDICDgwM9evRg5syZOnUaNWrEoEGDAO1927ZtGzdu3KBr165s376dWrVqMWrUKEAbZN7Hx4etW7cC2q/7J0+eZM2aNTRr1gyA0aNH8+DBA9asWUPLli0B7T2cOnUqzs7OVKpUicqVK6Ovr8/nn38OwOeff84ff/yBn5+flC0xDSMjI+neW1tbY25uzurVqzExMWHRokUYGGiDEK5YsYIWLVqwf/9++vfvD0CVKlXo1KmT1FZu8zQoKAiZTIaDgwOlSpWiVKlSbNiwATMzMxQKheSyYmFhgampabb3oUuXLlSrpk3F6u/vz6FDh/D09JRSun7++ec8ePCADRs20KxZMzZv3oyrqysTJ04EoHz58oSHhzN79myddps2bUrDhg0BSEhIYPPmzSxZskS69mXKlCE4OJgNGzbQv39/AgICMDAw0BlP8eLFKVVK+zUsICAAU1NTHB0dKVasGF9//TV169bN0gpz48aNuLi4MHXqVACcnZ1ZsmQJXbp04dy5czRt2jTX+RQQEICJiQmlS5emePHiDBgwgPLly1OuXLlsr+XrdO3aVVqvI0eOZMOGDdy4cYO6deuybds2atSoIV1HZ2dnZs6c+UYxqZ48ecK5c+fYvHkzderUAWDx4sV88sknbyzfhg0baNu2LUOGaAMylitXDj8/PzZv3pxte/v27cPQ0FCyduvQoQNHjx7lxIkTtGvXDoBt27bRvn17ad4PHz6cW7du8eDBA0Br4TJo0CD69+8vzdsxY8awfv16Hj58KM1LQ0NDli5dKj2Pp02bhoeHB/7+/vj5+eHl5cXBgwepVKkSoA1Yf/fuXTZs2MDy5cv55ZdfaNWqlfSsKleuHBqNhq+++orHjx+jVCpJSUmhVKlSODg44ODgwJo1aySLsDSXXnNz8yyznTo6OlK3bl0OHDhAgwYNAK0FV8uWLTEzM2P9+vXY29szZcoUqc6yZcuoX78+f/31F926aU3xX38uBAQEUKlSJRwdHTEyMuL777+nU6dOWWaxy22MFSpUyHUe5GfdCQQCgSBvhP+1FKOyNTGtkvPf6dxQJ8UhNzTLVx29YuVIjXmKwrTEv+q7sDGp0AXDexsxraj9e2hctiWR57WxLM2rj9QJ7F284+/I9YyLRE7B+4tQHBUwCmNbSg/2Rp0cnXvhPKBWqUhOScHQwAB5HtI1yw0tClRpFBERQUhICEuWLGH58uXpcqnVJCcnS9ntunXrxtatW/Hx8SEgIEB6qcnoRlK2bNlM7dva2ur8oDY3N0epVGYrT5kyZdB/lULy9fLe3t6UK1dOJ3ZL5cqVs3xJyStpyq5Zs2axYsUK6tevT9OmTaWXuqwoX768zr65ubkUx8fb2xtXV1edMdStWzdXOWxsbHTGUbduXXx9ffnpp5948uQJ/v7+PHz4MFNmwdezCma8Xj4+PpmCx7u5uUmKo4cPHwJQu3ZtnTJ169ZlyZIlOsfKlCkjbZuYmFCyZElp39DQEICUlJRcxwnw+PFjPvroI0lpBNqXzjTFVhoZ51Ne5mmaK1mPHj0oXbo07u7utGjRAldX1zzJlVW/aXHZ+vXrp1NGqVRSrFgxqUyaQiiNrO55xnYfP35McnIy3377LXJ5ukdxamoqKSkpJCUl0blzZ/bs2UObNm2oUKECDRs2pE2bNpLiaNiwYYwcOZIGDRpQvXp13N3d6dSpU5brIau5kLZ2Hj58KCmOcppP/fv358SJEzRt2pQqVarg7u5Ohw4d8hXsPL/ztU2bNnluOyNp8yhNAQjaZ5Gjo+Mby+fl5UXr1q11ztetWzdbxVFqaioHDx7E3d1dUvg0a9YMU1NTfv31V+kZ4+PjIylD03Bzc5OesdbW1vTr149Dhw7h7e2t8/zN+DwoW7aspDQCqFGjBgCPHj3i6dOnmJubS0oj0AaXrFOnjuR2mZUc9erVk861b9+ejh07MnLkSOzs7HB3d6dZs2a0atUqy/FnRffu3Zk1axY//PAD8fHxnD9/nnXr1gHadfTo0aNMiQiSk5N13Jtf/zszatQoJkyYwNGjR6lduzaNGjWiY8eO0nMpI7mNMU1xlNM8yM+6EwgEAkHeCN2l/SBbZUMKMj39XEpnjzo5Hrlh9h8Hs6yTEo1Vw5m5FyxiFEbWlOqTnijKsHj638ti1bQf7m1bb0CjSsbApupbl0/w/iMUR4WAvkX53AvlEZVKhTopCQMjoyy/kBY2aS8ekydPzvTyC9qsYo8fP6Zfv3589NFHNGzYkNatW2NlZUXPnj11ymYVaDajciAv5FReoVBkUpy8Ca/HTBk/fjz9+vXjzJkzXLx4kVmzZrF+/Xo8PT3fmoyvX7uDBw8yadIkOnXqRK1atejTpw8+Pj6ZLI6ykkXzKgaOTCbLJEtGhVZ2aDQa9PR0Hx2v18uo7MgvmmyCVKvVap1+Ml6TvMxTAwMDtm7dire3N+fOnePcuXOMHDmSrl27Mnfu3DzLl7HfNFl37NiRyUop7Rrk9Z5n1e6yZcsyKSJBe1+NjIzYv38/N2/e5Pz585w7d46tW7cyevRoRo0ahZubG2fOnOH8+fNcvHgRT09Pfv75Z9avXy9ZdLze3+toNBqda57TfHJycuLYsWNcuXKF8+fPc/r0adatW8fcuXP59NNPcx1/bu2/PufyS8Z1nWYZ+fp9ya2P3OTLz9o+ffo04eHhnDp1SkeBpVKpuHz5Mk+fPpWstXJapy9fvqR3795YW1vTvHlzGjVqRLVq1SRlXxqv//1Iux76+vo53v+0a5JVmTS50sosXryYr776irNnz3LhwgUmTJhA7dq12bJlS+4XBGjdujUzZszg1KlThIWFYWdnR/369aW+6tevz/Tp0zPVy6iUef1Z2apVK/755x/++ecfLly4wKZNm1i1ahW///47FStWzDTe3MYIOc+D/Kw7gUAgEOSPxKdXMamY+XdeXtCkpoBKmS/FkTolFnVSBHrFMn/8fh8o3vE3Ym7+hL6t9neGedWBRSyR4H2mSINjC959bGxssLa2JjAwkLJly0r/vLy8WLZsGQC//vorNjY2bNq0iWHDhtG0aVPCwsKAt5upqnLlyvj7++sEfPX19SU2NjbbOmkvYBmDV/v5+UnbT548Yfr06djY2NC3b19WrFjB+vXr8fX1lb7q51dGb29vHauqNDe2/PDLL7/Qo0cP5s2bR//+/albty6BgYFA3q955cqVM/V97949aTstmO3169d1yly7dk368l4YVKxYkXv37ulYKIWFheHv75/pS38aeZmnZ86cYdWqVVStWpXhw4ezdetWxowZw5EjR4A3S9+Z9uL58uVLnX737t0rBWSvXLkyd+7c0amX2z0vX748enp6PHv2TKfdM2fOsGHDBuRyOQcOHGDXrl1S8PDff/+dnj17SuNZsWIF169fp0WLFkyZMoWjR4/i6OioE9w8DRcXl0z3+cGDB8TFxWV7zV9n69atHDt2DHd3dyZOnMjBgwdp0KCBJM+/xdnZWSf4O8CWLVsyKagh93Wd5r5148YN6VhMTMy/ShVfuXJlbt++rXMsp/u8Z88erKys2LVrF3v37sXT0xNPT09Wr16NRqORgmRXqVJFR05A5zocOnSIqKgodu3axZdffkmrVq2kgNQZnwV+fn461+P69evIZDIqVKiAi4sLsbGxOhZ9Go2G69evS2vdxcUlkxzXrl0DtPfm9u3bzJkzh/Lly0tJD+bMmcOlS5fy7E5oYmJCu3btOHbsGIcPH6ZLly6SArZixYr4+vpSsmRJaT1YWFgwZ84cHbkzkpKSwty5cwkMDKR9+/b8+OOPnDhxArlczunTpzOVz22MeSE/604gEAgEuaNOTpC2/X50Rxn1/A3biQdAbpS9q5omNZmQ/V2Jf7QHAFW8ti+F6bsbFDsnTCt8SsmeJ0SKekGBIBRHAkAbq+Xs2bM6/65cuYJMJmPYsGFs27aN7du3ExAQwPHjx/nhhx8wMjLCwMAAe3t7QkJCOHPmDMHBwRw7dowffvgByLt7UkHQsWNHKfvegwcPuHXrFhMmTACyVwrUrFkTmUzGypUrCQoK4s8//2Tfvn3SeSsrKw4fPsy0adPw9fXl6dOn7Nu3DwsLiywtQXKjX79+xMTEMHXqVHx9fblw4YKUJS0/D/WSJUty48YNvLy8CAgIYPPmzWzfvh3I+zX38PDgwYMHzJ8/n6dPn3LgwAGpDdC+KH3yySfMmDGD06dP8/TpU1atWsXJkyfx8PDIx6jzR8+ePYmPj2fChAk8ePCAO3fu8PXXX2NlZZXJjSSNvMxTfX19fvrpJzZv3kxgYCD37t3j9OnTkuuLiYkJoHVJyUnZmJGKFSvyySefMH36dP7++28CAwNZt24da9euldz3PDw8uHv3LosWLeLp06ccP36cFStWSHJnhbm5OX369GH58uXs37+fwMBAdu/ezcKFCylevDigddGZP38+np6eBAUFce3aNa5evSqNJzAwkOnTp3Px4kWCg4M5evQoz549y+TqA9q4TA8fPmTWrFn4+vpy+fJlxo8fT9WqVfNsJREREcHMmTM5efIkwcHB/PPPP9y/fz/L/t6EoUOHcuvWLZYvX46fnx9nzpxh9erVUgyojOS2rsuUKUPbtm2ZOXMmFy5cwMfHh4kTJ/6r59WwYcP466+/2LRpE35+fuzZs0dnPWUkLCyMs2fP0qNHDypVqkTFihWpVKkSlSpVokWLFtSrV4+9e/eSkpLC8OHDOX78OOvXr8fPz49t27bpKCHs7e1JTEzkr7/+4tmzZ5w7d06KsZZxPMnJyYwdOxZvb2/Onz/PrFmz6Nq1Kw4ODjRq1IgqVarw7bffcuXKFXx9fZk5cyY+Pj589tln0vU/duwYq1ev5unTp5w6dYpZs2bxySef4OzsjJmZGTt37mThwoX4+/vj4+PDkSNHcHJykmKbmZiY4Ovrq5Ot73W6devGqVOnuHXrlhS3CLTPztjYWOn5/uDBA7755hvu3r2r42KXEQMDA+7evcvUqVO5desWQUFB7N27l4SEhCznZW5jzAv5WXcCgUAgyJ3UmBc6+ykhWX8syA1VnPYjhtzEMtsyiQHHSXx6hBeH+6JKikKVpP17pTC2fqM+BYIPCeGqJgC0rk8HDx7UOebg4MDff/+Nh4cHhoaGbNu2jXnz5mFra0uvXr0YM2YMoE1f/uTJE+nFy8nJiXHjxrFixQru3r1LkyZN3soYDAwMWL9+PTNnzqRXr15YWFgwcuRIvLy8snXBcnR0ZMaMGaxdu5adO3dSu3ZtJk6cyP/+9z9Aqzhat24dixcvplevXqhUKmrWrMmmTZswMzPTsW7KCzY2Nqxfv545c+bQpUsX7O3t6du3LwsWLMiTm1gaU6dOZdq0aQwYMAADAwMqV67MggULpBeptIC/OVGlShXWrVvHwoUL2b59OxUrVmTkyJEsWrRIKrNkyRKWLFnC999/T0xMDJUqVWLlypX5iluSX0qVKsWWLVtYsmQJvXv3xsDAAHd3dxYuXCjFDcqK3OZpw4YNmT17Nhs3bmTp0qUYGRnRtGlTKTW4lZUV3bt3Z8GCBfj7++sE4c2JpUuXsnTpUqZNm0Z0dDRlypRh9uzZkntWpUqVWLVqFUuWLGHz5s2UK1eOAQMGsHLlyhzv+eTJk7GysmL58uW8ePGCkiVLMmbMGCnAfM+ePYmKimL16tU8f/4cCwsL2rRpw/jx4wGYPn068+fPZ8KECURFReHg4MD48eOzDBZfo0YN1q9fz7Jly+jatStmZma0bNmSb7/9Ns/zctSoUSiVSn788UdevnyJnZ0dffv2ZcSIEXmqnxtVqlThp59+YsWKFaxbt47ixYszaNAgvvjii0xlc1vXAPPnz2f+/Pl88803qNVqevfuTURExBvL16RJE2bOnMnatWtZvHgxrq6u9O3bN0vl0YEDB9BoNPTp0yfLtj7//HO++OIL/vzzT7p06cLixYtZuXIly5cvp2bNmnh4eHDo0CEA2rZti5eXF/PmzSMuLg4HBwd69uzJyZMnuXv3Ln379gXA1dWVKlWqMGjQIGQyGe3bt5fmvkKhYOPGjcyfP59Ro0aRkpKCq6srmzdvpmbNmoA2ntSSJUv4+eefWb16NdbW1nTs2FFaX87OzqxcuZJVq1axc+dO5HI59evXZ926dZLVkIeHh2SxuWbNmizHXqdOHezs7LCxsdGJV+To6Mj27dtZvHgxffv2RaFQUKtWLbZu3SoFts+KpUuXMnfuXL744gtiY2MpX748ixYtyvIZmdsY80J+1p1AIBAIckejTALAuEJDEh9fQJ0Q9UbtxN3VfnQxtHfJtkxKmJe0rYp/hjrplbLJKO/xGgWCDxWZ5m36Er1npLkDZIw/kUZSUpIUgyKr2D0FhUqlIikpCaMiinH0PhEUFISfnx+NGjWSjoWGhtKkSRN27NiRJ2VKYfP48WOio6N1Ak7fuHGDvn37cvr0aZ2g0v9FPsT5fufOHfT09KhaNT0Q4cGDB/nuu++4efPmv47dI3g3uHLlCra2tjqWiGvWrGH37t2cOHEiyzof4nwX5I+39VviXSAhIYH79+9TpUoVycJTIPhQEfO94EgKuM2TqTVx+v4cfrMbUWroJiwbD853O96faa28q2xSIcsmFufLox4k+P2FOjEM++5HSQm7R8TZCZT9Kgq53of9jP43iPn+fpOTziMjwlVN8MGQnJzM8OHD2bBhA4GBgXh7ezN16lScnJykDEJFTUhICIMGDcLT05Pg4GBu3rzJ3LlzqVev3n9eafShcv/+fQYNGsTJkyd59uwZFy9eZOXKlXTo0EEojT4gzp07x5AhQ7h06RLPnj3j5MmTbNmyRViaCAQCgUDwL1CnaGMcyY3MkRmYoAx/83iEQLZKo9DDfYi7vx11YhjI9UkJ9yYl3At9q0pCaSQQIFzVBB8Qzs7OLFmyhDVr1rBixQqMjIxo0KABmzZtypcbWGHSqFEjvv/+e9auXcvUqVMxNzenefPmknuR4MOjV69evHz5kjlz5hAaGoqNjQ0dOnTIl/uL4N1n1KhRJCQkMHHiRCIiIihZsiSDBw+WXAsFAoFAIBDkn7hbh5EZmKBvXRqTSo2IvrQTu67T8t2OnmVJjCu6Z3s+4ZE2qYlMYYSBfR1ib69BGfMU0wrdsq0jEPyXEIojwQdF27Ztadu2bVGLkSP9+vWjX79+RS2G4C0hk8kYNWoUo0aNKmpRBIWIgYEBU6ZMyXNsLIFAIBAIBLmT8uIxxhXqozCzxqx6O17s/g6NRpPvTGEyfSMM7bNOppARh8/uEnV5DnHB5wCwqPX1G8ktEHxoCFc1gUAgEAgEAoFAIBC8c6gTY1AYWwCgV6wEmpRE1El5y36r005yPDKD3OPv6Bcri0WtdKtwfcsK+e5LIPgQEYojgUAgEAgEAoFAIBC8c6gSY5Aba7Pq6lnaAxB2YDb5ze+kSUlAnoPiSGFaCqPSTQEwsPlIOi4zyD6jr0DwX0K4qgkEAoFAIBAIBAKB4J1DnRiD3MgcAD0LbSKZ8CML0LMqRWp0KCV6zsm9DWUy6uQE5Iam2ZaRKQwwLFlf2i/m9jWJgSfz7RInEHyoCMWRQCAQCAQCgUAgEAjeOdRJMSheWRwZFC8vHQ/dMRYgW8WRJlVJ1LnNaFRKQrZ+BZCtq5pGpSQ1/hl6pukZjm2aLiwI8QWCDwahOBIIBAKBQCAQCAQCwTuHKj4Shak1ADI9g0zn1cpk5PqGmY4n+F7i+abhOsfkhlkrjpSRD0GVgr5ttQKQWCD4MBExjgQCgUAgEAgEAoFA8E6hSVVqXdVMraRj5nW665R5MNQI789kpIT66hxXxYRmai+7GEcpYfcAMLB1/bciCwQfLEJxJKB58+asXLmyqMXIEhcXF/bu3VvUYmRLUFAQLi4uXL58+a32u3fvXlxcXHIs8zau3Z49e2jUqBHVq1fn+PHjhdpXTjx69IjTp08XWf9vk5UrV9K8efOiFiNPvL4+EhIS2LFjh3R+0qRJDBw4sNDlyG1+DBw4kEmTJhW6HDmh0WjYt28f4eHhQN7WuEAgEAgEHzKJ/jcAJIsjAMfRu7H6ZGSmso8nViDy9HppPzXmpbRtXKEBtl2mYlKpUZb9qBJCkBmYozCyyvK8QCAQiiPBO865c+do3759UYuRLSVLluTcuXO4ubm91X7bt2/PuXPn3mqfWTF//nwaN27Mn3/+SaNGWf8xfhuMGDGCu3fvFln/bxMPDw92795d1GLkidfXx8aNG9mwYcNbl+N9mB9Xr15l0qRJJCYmAu/OGhcIBAKBoKjwm6kNVm1YsrLO8dToEAAp21oazzcNIzVKe04V8wIAhbkddl2mUbzbTORGZln2k/z8MhplfIHKLhB8aIgYR4J3Gjs7u6IWIUcUCkWRyGhkZISRkdFb7/d1oqOjqVOnDg4ODkUtyn8GU1NTTE2zzwryLvH6+shv6tz/Eq9fm3dljQsEAoFAUNQYlqr82hHt30xNajIACnNbVLFhgDa2UbHaXUl+5o1h6Wo4z76Ta/vxj/YUqLwCwYeIsDgS5Ik9e/bQrl07qlevTrt27diyZQtqtVo6f+3aNQYNGkStWrVwdXWlXbt27N+/Xzo/adIkxowZg4eHB7Vq1WLdunWsXLmSwYMH88svv9CkSROqVavGgAED8PVN91HO6G41adIkJk2axPz582nQoAE1atRgxIgRhIam+zAHBAQwbNgw3NzcaNy4MZs2baJVq1bZumxl5Q7y+rE7d+7Qr18/3NzcqFu3LqNHj+bZs2dAZlecgQMHsmjRIr777jvq1KlDrVq1+Pbbb4mLi5Pau3fvHv3796dGjRq0aNGCAwcOULVq1Wzd3VauXMmAAQP45ptvqFWrFrNmzcokY0hICF988QVubm40adKEgwcPZmrn4MGDtGvXjmrVqtGzZ0+2bt2q00ZsbCxTp06lfv361K5dm0GDBmVrpZE2boDvvvtOcp2KiopixowZNG3alOrVq9OnTx+dcWU1FoAbN27Qv39/3NzcaN++PbNmzdK5Zjndg+bNmxMcHMyqVauydXsaOHAgU6dOpWfPntSpU4cDBw4Auc/r3OZTVvMa4NSpU3Tr1o3q1avTqlUrli1bRkpKitTumTNn6NatGzVq1KBBgwZMmjSJ6Oho6fyGDRto2bIlrq6uNG/enJ9++klSLLzuqvb8+XPGjx+Pu7s7NWvWZMiQITx48EA6n5d14+npSYcOHahWrRqNGzdm9uzZOvKmoVaradCgAZs2bZKObdmyBRcXF525Mnr0aL7//nud9bFy5UpWrVpFcHAwLi4uBAUFAaBUKpk/fz7169enZs2afPnll4SFheVrfK/f94zH8jI/AOLj4/n222+pUaMGjRo1YsWKFTpzwdfXl5EjR/Lxxx9Tu3ZtxowZQ3BwsHRepVKxefNm2rRpQ7Vq1WjTpg27du3S6eP1+/rzzz+j0Wi4cuUKgwYNAqBFixbs3bs30xp3cXFh9+7dDB48mOrVq9OoUSNWrVql035ua1wgEAgEgneVmKu7SXnpp3NM37Ystp2+z1TWrHo7AKxbf4O+TRnKz7iOdeuxyE0sibt1kMSn14m58jv6NmXehugCwX8CoTgqBJ7EhnMjLKhA/t0MD+ZW5DNuhgfnqfyT2PACH89vv/3GggULGDVqFIcPH2bs2LGsW7eORYsWARAaGsqQIUOoVq0a+/btw9PTk+rVq/P999/rvAAePXqUhg0bsmfPHjp27AhoFU7Xr1/nl19+YefOnYSHhzNjxoxsZTl06BBRUVFs376ddevW4eXlxbJlywBITExk8ODBqNVqdu3axdKlS9m7dy+BgYFvPHaVSsWIESOoW7cuBw4cYPPmzTx79ozvvvsu2zqbN2/G1taW3bt3s3DhQk6ePMnmzZula/XZZ5/h4ODAnj17mDZtGkuXLkWlUuUox9WrV7G1tWX//v2ZXn5TU1MZOnQokZGRbN++neXLl2dyBzp16hT/+9//6NGjBwcOHKBbt27S/QOttcOwYcMIDAxk7dq1/P7779SsWZO+ffvi7e2dSZ40FyTQKo52796NSqXCw8ODa9eusXDhQvbu3UulSpUYMmQId+6kf+15fSwPHjzg888/p3Hjxuzbt4/Zs2fj5eWFh4cHGo0m13uwe/du7O3t8fDwyDFW1x9//MGgQYPYuXMnjRs3znVe53U+vT6vz549y9ixY+nVqxeHDh1i+vTp/Pnnn0yYMAGAiIgIRo0aRffu3Tly5AirVq3i6tWrLFiwAIC///6btWvXMmPGDI4dO8b48eP5+eefJWVXRuLi4ujbty+hoaH8/PPP/PrrrxgZGTFgwAAdpUZO6+bBgwdMmTKF0aNHc/ToUebMmcP+/ftZv359pv7kcjlNmzbl/Pnz0rELFy4gk8kkBaFSqeT8+fO0aNFCp66HhwceHh7Y29tz7tw5SpbUpry9efMmMTEx7Ny5k7Vr13Lr1i3pWuR1fDmR1/lx7NgxrKys2Lt3LxMnTmTTpk1s3boVgODgYHr37o2BgQFbtmxh48aNvHz5kgEDBkgKznnz5rF69WpGjRrFwYMH6d+/P7Nnz5bWflb3dc2aNRw5coSaNWtKsv3xxx/ZuufOnz+fTz/9lMOHDzNgwABWrlzJ1atXgdzXuEAgEAgE7yrq5ASCVvXEf14z3eNJcVm6l1k2G07lX+Io0WsuFZf4o29TBvv+S7Fu8SVRZzfy9Ic6ABTv/qNOPY06leibq9CoU9OPCWtogSBPCFe1AiYsKR6XPfNQF9FDSCGT86zPdGyNCs6VZfXq1XzxxRd06NABAEdHR+Li4pgxYwZff/01ycnJjB49miFDhiCTyQAYPnw4np6e+Pn5YWtrC4CFhQVDhw7VaTs1NZUFCxZgYWEBQJ8+fVi4cGG2spibmzNz5kz09fVxdnamffv2nDlzBoAjR44QERHB3r17sbS0BGDhwoV06dLljcceFxdHZGQkxYsXx8HBAUdHR5YtWyYFsM2KChUqMG7cOACcnJxwd3fn5s2bgFYJZ25uzuzZs9HX16dChQpMmTKFL7/8MldZxowZg7m5OaC10Enj4sWLPHr0iOPHj1OmjPbLyty5c+natatUZsOGDbRt25YhQ4YAUK5cOfz8/KSX2kuXLnHr1i0uXbokXbtx48Zx48YNtm7dyrx583RkyeiCZG5ujrW1NWfOnMHLy4uDBw9SqVIlAGbMmMHdu3fZsGEDy5cvz3IsEyZMwN3dnZEjR6JSqbC3t2fRokW0bt2aK1euULly5RzvgbW1NQqFAhMTE0n2rKhSpQqdOnWS9nOb13mdT6/P62+//ZZevXrRp08fAMqUKcOMGTP47LPPCAoKIjY2lpSUFEqVKoWDgwMODg6sWbNGUh4GBARgYGCAg4MDpUqVolSpUhQvXpxSpUplGtOBAweIjIxk7969WFtrA0cuXryYli1bsmPHDiZOnCjdo+zWTVBQEDKZTKe/DRs2YGaWdRyA5s2bM3HiRFJSUpDJZFy5coUWLVpw+fJlhg4dyrVr11Cr1TRs2FBHcWxqaoqJiUkm9zU7OztmzZqFXC6nfPnytG/fngsXLuRrfDmR1/lRtWpVpkyZAoCzszO+vr5s3LiRwYMHs3PnTkxMTFi0aBEGBtpUwCtWrKBFixbs37+fLl26sGvXLiZNmiTNMScnJ4KCgvjll1/47LPPsryvtra2WFtbY2BgID0Dra2ts3VR69q1qzT/Ro4cyYYNG7hx4wZ169bNdY0LBAKBQFDUaFKVRP2zEcumQ0kO8kJuYoGBbVleemo/GivD/HXKq5NikRuZZ2pHJpMhM8z8rmPi0hQOzpH2DR0+0jkf92AXEWfGEXFmHCU+PYwmJRZ9myoAlOji+W+HJxB80AjFUQFja2TKw+6TiEpOLJD21Go1ySnJGBoYIpfnbiBmaWhcoEqjiIgIQkJCWLJkic6Lv1qtJjk5maCgIJydnenWrRtbt27Fx8eHgIAAyZUkoyVN2bJlM7Vva2srvTCB9gVXqVRmK0+ZMmXQ19fPsry3tzflypXTeTmsXLmypKB4E9KUArNmzWLFihXUr1+fpk2b0q5du2zrlC9fXmff3NycmJgYSUZXV1edMdStWzdXOWxsbLIdh4+PDxYWFpLSCLRKkowvn15eXrRu3VqnXt26daWXSi8vLzQaDZ988olOmZSUFJKTk3OVL00Oc3NzSWkE2j/sderU0Qny+/pYvL298ff3x83NLdNXH19fXz7++ON834OsyDj/8jKv8zqfXp/X3t7e3LlzRyeAddq4fH19adq0KR07dmTkyJHY2dnh7u5Os2bNaNWqFQCdO3dmz549tGnThgoVKtCwYUPatGmTpeLIx8cHJycnSakC2tg41atXx8fHRzqW07pp3Lgxbm5u9OjRg9KlS+Pu7k6LFi1wdc06Ja27uzsqlYrr16+jp6eHqakpvXv35uuvvyY1NZXTp0/j7u6e5/g8ZcqU0Xm2WVhYkJSUlK/xFQS1a9fW2a9evTpr1qwhJiYGHx8fXF1dJaURaBVe5cqVw8fHhydPnqBUKjO1Ua9ePbZs2UJ4eHiW97VVq1aS5VVecHZ21tnPeB9zW+MCgUAgEBQ10Re283zzSBTmxQla2Q2ASitCSAq4lalsUpAXmtSUTAGwc8LIsbq0bd3mG2R6+jrnMwbADt3XQeecYYncf48LBP9lhOKoEChvbgNvrqvQQaVSkZSUhJGREQqFomAazQdpMT4mT55Mw4YNM50vWbIkjx8/pl+/fnz00Uc0bNiQ1q1bY2VlRc+ePXXKZvUimfFFLC/kVF6hUOjEJHlTXncbGz9+PP369ePMmTNcvHiRWbNmsX79ejw9Pd+ajDm9hMtksizb1NPT09nOqV+1Wo2ZmVmWsaDyeo+yM/XVaDQ6srw+FrVaTadOnSSLo+TkZAwNDVEoFJLCIKd7kFf5Mvabl3md13uV1XiGDh3Kp59+mqlsmqXN4sWL+eqrrzh79iwXLlxgwoQJ1K5dmy1btmBtbc3+/fu5efMm58+f59y5c2zdupXRo0czatQonfayu+ZqtVrnmud0jQwNDdm6dSve3t6cO3eOc+fOMXLkSLp27crcuXMzlTc1NeXjjz/m/Pnz6Ovr8/HHH1OnTh2USiV3797l9OnTjBgxIvsL9ho5PdfyOr7XSU1NzfZcdryumFer1chkMvT19XOUI7fzoF1/lpaWWd7XkSNHMmbMmDzJmNV9TOs7tzUuEAgEAkFRk/hE69aepjQC8Bljr1MmKegeRqVdefK99gOWea2ueW5fz9KeKhtSUCVGozCzyXQ+o4va6yhM3u2EPAJBUSNiHAlyxMbGBmtrawIDAylbtqz0L2OMlF9//RUbGxs2bdrEsGHDaNq0qeSi8jb9hitXroy/vz9RUVHSMV9fX2JjY7Otk2aFkTEQs5+fn7T95MkTpk+fjo2NDX379mXFihWsX78eX19fnQC9+ZHR29tbx6oqzY3tTalSpQqxsbE8evRIZwwZx1S5cmVu376tUy9jv5UqVSIuLg6lUqlzn9etW8fJkyfzJIeLiwuxsbE6liAajYbr169ToUKFbOtVrFiRx48fS32WKVMGlUrF3Llzef78eYHfA8jbvH6T+ZQ2nqdPn+q0GxISwoIFC4iPj+f27dvMmTOH8uXLS8Hh58yZw6VLlwgPD+fAgQPs2rVLCsD8+++/07NnT44cOZKpLxcXF/z8/HRcJ5OTk7l3716O1zwjZ86cYdWqVVStWpXhw4ezdetWxowZk2V/aXzyySecP3+ey5cv06BBA0xMTKhZsya//fYbgYGBNGvWLMt6aa6seSUv49PX19eZ6wD+/rqm7nnBy8tLZ//69euULl0aY2NjKfh3xoDhYWFh+Pv74+zsjLOzM/r6+ly/fl2njWvXrmFnZ4eFhUWW97VHjx4cPXoUyP+1eZ3c1rhAIBAIBEVN5Km12Z7TL661qk15/lDn/UFhnL+v8TI9ffTMbbP+u6rJOqZo6cGZ43kKBAJdhOJIAGhftM6ePavz78qVK8hkMoYNG8a2bdvYvn07AQEBHD9+nB9++AEjIyMMDAywt7cnJCSEM2fOEBwczLFjx/jhhx8AsszMVFh07NgRKysrxo8fz4MHD7h165YUkDi7l7KaNWsik8lYuXIlQUFB/Pnnn+zbt086b2VlxeHDh5k2bRq+vr48ffqUffv2YWFhkcklLS/069ePmJgYpk6diq+vLxcuXJAyi73pi+PHH39MjRo1mDhxIrdu3eLu3btMnDhRx4Ji2LBh/PXXX2zatAk/Pz/27NnD9u3bpfONGzemSpUqfPPNN1y6dAl/f3/mzp3L3r17M7nHZEejRo2oUqUK3377LVeuXMHX15eZM2fi4+PDZ599lm09Dw8PvL29mTFjBr6+vty+fZvx48fj5+eHk5NTnu6Bqakpfn5+OjF1ciIv8/pN5hNor/XRo0dZtWoVT58+5eLFi0yePJnY2Fjs7OwwMzNj586dLFy4EH9/f3x8fDhy5Ig01uTkZObPn4+npydBQUFcu3aNq1ev4ubmlqmvTp06YWlpydixY7lz5w4PHjxg/PjxJCQk0Lt37zxdC319fX766Sc2b95MYGAg9+7d4/Tp01n2l0bz5s158OABd+7coUGDBgDUr1+f/fv34+bmpuNalhETExOio6N5+vRpji6p+RlfzZo1efDgAQcOHCAwMJCffvopkxtbXubHjRs3WLhwIb6+vvzxxx/s3LlTij3Wt29f4uPjmTBhgjTur7/+GisrKzp06ICZmRm9e/dmxYoVHDp0CH9/f3bs2MHOnTvx8PBAJpNle19r1KghXRvQBiuPj4/PVs7syG2NCwQCgUBQlKjiI3X2ZXq6VrTOc7xQmNuSFHibuJva7MCm1doWqAwaVdbvJXrFyhVoPwLBh4hwVRMA2jTOr6dwd3Bw4O+//8bDwwNDQ0O2bdvGvHnzsLW1pVevXpJ7xaBBg3jy5IkUMNfJyYlx48axYsUK7t69S5MmTd7KGAwMDFi/fj0zZ86kV69eWFhYMHLkSLy8vHTiu2TE0dGRGTNmsHbtWnbu3Ent2rWZOHEi//vf/wCt4mjdunUsXryYXr16oVKpqFmzJps2bcLMzEzHGiUv2NjYsH79eubMmUOXLl2wt7enb9++LFiwIFsZc0Mul7N27Vp+/PFHPDw8MDIyYsSIETpZp5o0acLMmTNZu3YtixcvxtXVlb59+0ovlgqFgo0bN7Jw4ULGjh1LYmIizs7OrFq1SlIM5EZaG/Pnz2fUqFGkpKTg6urK5s2bqVmzZrb1atasyfr161m+fDk9evTA2NhYSlFvYGCAgYFBjvcAYODAgcyfP59Hjx5lmX0sK3Kb128ynwDatm3L0qVLWbt2LWvWrMHS0pLmzZszfvx4QBunJi01/c6dO5HL5dSvX59169Yhl8vp2bMnUVFRrF69mufPn2NhYUGbNm2k+hkxNzdn+/btzJs3j8GDBwPaWD27du3C0dExT9ehYcOGzJ49m40bN7J06VKMjIxo2rQpkyZNyrZOyZIlcXFxIS4uDgcHB6mdlStXZsqmlpHWrVvz+++/07lz5zwpNfIyvs6dO3P//n1+/PFHUlNTadeuHZ999pmOtU1e5kfPnj3x8/Pj008/xdramm+//ZZu3bSm9KVLl2b79u0sXLhQyq7m7u7OwoULKVZMG3th8uTJWFlZsWjRIsLCwnBycmLatGn06tVLav/1+9qqVSu++uorQGv117RpU8aOHcu4ceNyDOSdFbmtcYFAIBAIipKXB2YDYN36a0r0XYJMLif52X18J1fFqFwd5PqGGDs3INH3shQQ27r5yAKVQZ0SneVxmfzthwMRCN43ZBqRgzBb7t69C0C1atUynUtKSuLp06eUK1cuz0Fg34SijnH0PhEUFISfnx+NGjWSjoWGhtKkSRN27NhBnTp1ilA6LY8fPyY6OloniO6NGzfo27cvp0+fzleg3Pxw5coVbG1tdayk1qxZw+7duzlx4kSh9PkmvEvz/X2YT4L3m4Kc7+/LGhfo8rZ+S7wLJCQkcP/+fapUqSJZ2AkEHypivmfGf1E74u/+hcuaaBSvAl6rU5IIWNwO65ZfUaxuD55v+ZJE30vI9I1J9L1E1c1Zu5a9KWF/jyH2zppMx8uNfXseEh8iYr6/3+Sk88iIcFUTfDAkJyczfPhwNmzYQGBgIN7e3kydOhUnJyfJHaSoCQkJYdCgQXh6ehIcHMzNmzeZO3cu9erVKzSlEcC5c+cYMmQIly5d4tmzZ5w8eZItW7ZkSi0vSOd9mE8CQRpijQsEAoHgXSU5xIf4u3+hMLORlEYAcgMjnCafoljdHtp942KkvHxC4uMLoCn4hA/qlGgMbKvnXlAgEGRCuKoJPhicnZ1ZsmQJa9asYcWKFRgZGdGgQQM2bdr0xm5gBU2jRo34/vvvWbt2LVOnTsXc3FzHjamwGDVqFAkJCUycOJGIiAhKlizJ4MGDGTp0aKH2+z7zPswngSANscYFAoFA8K6iUSYDYD9wVY7ljEpXQ52gdSezbjuuwOVQJ0ejMC+NiWV5TMp1IObOWuxaryvwfgSCDxGhOBJ8ULRt25a2bQs2kF5B069fP/r16/dW+zQwMGDKlClMmTLlrfb7vvM+zCeBAMQaFwgEAsG7iyZV6wpmWLJyjuWMnNJDORiXq1vgcqiTo9G3cMKuzSYAzD/KPnmLQCDQRSiOBAKBQCAQCAQCgUBQKGhStRZHr2dSex0D+0rYdplGcuBtzN06Fbgc6uRI5AYi3IBA8CaIGEcCgUAgEAgEAoFAICgUEh6eBUCmZ5hjOZlcTvFuM3D82hO5oal0POrqQlJjA3XKqhJeEHlxBhqVMk8yxNxegzLcGz2L8rkXFggEmRCKI4FAIBAIBAKBQCAQFDgxV3fz4o/JAMhNLfNdXxnjT+T57wnc4EzGZODxvgeIujybWO8teWon/NQYrQyGFvmWQSAQCMWRQCAQCAQCgUAgEAgKgaBVPQFtYGw9M5t819ekJkrb6oQXGc7IAFDFPctXezI9o3zLIBAIhOJIIBAIBAKBQCAQCAQFjDo5Qdq2ajb8jdrIqBhSp0SnH48N0P6fGEbIvo7EPfw9T+3J9IzfSA6B4L+OUBwJBAKBQCAQCN4aCX7H0KhVRS2GQCAoZFTxEQCYftQSmZ7+G7UR/3iftK1OjpG2U2ODAIi9s4ZE/2O8/HMAqoSXubanMCnxRnIIBP91hOJIIBAIBAKBQPBWUIbfI9SzIzG3Vha1KAKBoBBRxUehig0DwK77j2/cjjoxDD3LCgA8+7WhlKFNnRyVqWyi/zFpOzUmAP+fi2cKqm1gW+2NZREI/ssIxZGA5s2bs3Llu/kDzsXFhb179xa1GNkSFBSEi4sLly9ffqv97t27FxcXlxzLvI1rt2fPHho1akT16tU5fvx4ofaVE48ePeL06dNF1v/bZOXKlTRv3rzI+i/oOT9p0iQGDhxYYG28zTX5+++/4+Liwpw5c/JU/vLly7i4uBAUFFQo5QuLZ8+ecfjw4SKV4XUKYt4IipaUcO+iFkEgEGTD40lViL39p04w6ryiSozF+zMZD7+04sWe7wHyFNso+uYqUsLu6RwL+3s08Y/2kBr1WDqW9PwCAOrkaF5HlRgmbScGn0WdHEW874H0AjI5cn2TfI1HIBBoEYojwTvNuXPnaN++fVGLkS0lS5bk3LlzuLm5vdV+27dvz7lz595qn1kxf/58GjduzJ9//kmjRo2KTI4RI0Zw9+7dIuv/beLh4cHu3buLrP+imvN55W3Kt3fvXsqVK4enpyfJycmF3l9R8b///Y9//vmnqMXQ4fvvv39nP3gIckGT5qImK1IxBAKBLsqo5yT530KVEE3K8weE7hzL/cFyoi/uAuDZxuE8HGNPyPYxObYTd+dI+vZt7bYiD4qjiDPjeP77JzrHYu+slbYdPbTKI41KCYAqOUI6Z9VwBgDqlHRXNoWhlbZc/HMADGyrY159RK5yCASCrBGKI8E7jZ2dHUZG7272A4VCgZ2dHQYGBm+1XyMjI+zs7N5qn1kRHR1NnTp1cHBwwNhYBBt8G5iammJtbV1k/RfVnM8rb0s+X19fbt68yfjx44mJieHPP/8s1P4Eupibm2NpaVnUYgjeAI0yHgCZTPwEFQjeJZ5Oq8WTaW6E7BgLQEqIDwBxd/5EFR9J1Jl1qKJDiTies9I+NULXStasRgcUplY51kmzbMoY/Doj1k0WIdM3BSD+4a9oVCkoI32wajiTsl+EYVlvMgZ2NUgOvZ7e5qtsbGlxjzQaFTKZIkc5BAJB9oi/2oI8sWfPHtq1a0f16tVp164dW7ZsQa1WS+evXbvGoEGDqFWrFq6urrRr1479+/dL5ydNmsSYMWPw8PCgVq1arFu3jpUrVzJ48GB++eUXmjRpQrVq1RgwYAC+vr5SvYzuVpMmTWLSpEnMnz+fBg0aUKNGDUaMGEFoaKhUPiAggGHDhuHm5kbjxo3ZtGkTrVq1ytZlKyuXr9eP3blzh379+uHm5kbdunUZPXo0z55pMzy87hYzcOBAFi1axHfffUedOnWoVasW3377LXFxcVJ79+7do3///tSoUYMWLVpw4MABqlatmq1rzcqVKxkwYADffPMNtWrVYtasWZlkDAkJ4YsvvsDNzY0mTZpw8ODBTO0cPHiQdu3aUa1aNXr27MnWrVt12oiNjWXq1KnUr1+f2rVrM2jQoGyteNLGDfDdd99JrlNRUVHMmDGDpk2bUr16dfr06aMzrqzGAnDjxg369++Pm5sb7du3Z9asWTrXLKd70Lx5c4KDg1m1alW2risDBw5k6tSp9OzZkzp16nDggNZsObd5ndt8ympeA5w6dYpu3bpRvXp1WrVqxbJly0hJSZHaPXPmDN26daNGjRo0aNCASZMmER2d/mNpw4YNtGzZEldXV5o3b85PP/0k/ah63VXt+fPnjB8/Hnd3d2rWrMmQIUN48OCBdD4v68bT05MOHTpQrVo1GjduzOzZs3Xkzere52fO+/v788UXX1C7dm0+/vhjxo0bR3h4eK5tZ3VMo9GwevVqmjRpQs2aNZk8ebKOtc/bWJOgfU5YWFjwySefUKtWLX799ddMZa5du0bPnj2pXr06nTt31rkvoFW8zpo1i2bNmvHRRx/RoEEDpkyZQmJiok65v//+m5YtW1KtWjUGDhyo045KpWLz5s20adOGatWq0aZNG3bt2qVT39fXl5EjR/Lxxx9Tu3ZtxowZQ3BwsHTez8+PIUOGULt2bdzc3BgyZAgPHz6Urt+VK1fYt29fli6Sae50GZ/bAIMGDWL8+PFA7s+WrJ4LKpWKhQsX0rRpU1xdXWnbtq3OuF53VcttjHmZBzmtO0HBEX3icwA0amURSyIQCDKSGh0CQHKwl85xuaEJ0Zd/y3M76uR4nX3jCg1yrZOmUM4OuZEVckMLAOLubyf5xS1QpWBUuilyw2IAmFcbRuLTIyS/vK2VQ6nN6JYU8Dch+7uiDPcCoTgSCN4YoTgqBFJePCHR70aB/Evyv0FywC2S/PNWPuXFkwIfz2+//caCBQsYNWoUhw8fZuzYsaxbt45FixYBEBoaypAhQ6hWrRr79u3D09OT6tWr8/333xMWlu5rfPToURo2bMiePXvo2LEjoH2xun79Or/88gs7d+4kPDycGTNmZCvLoUOHiIqKYvv27axbtw4vLy+WLVsGQGJiIoMHD0atVrNr1y6WLl3K3r17CQwMzLa93FCpVIwYMYK6dety4MABNm/ezLNnz/juu++yrbN582ZsbW3ZvXs3Cxcu5OTJk2zevFm6Vp999hkODg7s2bOHadOmsXTpUlSqnLPLXL16FVtbW/bv359JOZKamsrQoUOJjIxk+/btLF++nA0bNuiUOXXqFP/73//o0aMHBw4coFu3btL9A+3L+LBhwwgMDGTt2rX8/vvv1KxZk759++LtnTkORZo7EGgVR7t370alUuHh4cG1a9dYuHAhe/fupVKlSgwZMoQ7d+5kO5YHDx7w+eef07hxY/bt28fs2bPx8vLCw8MDjUaT6z3YvXs39vb2eHh45Oi68scffzBo0CB27txJ48aNc53XeZ1Pr8/rs2fPMnbsWHr16sWhQ4eYPn06f/75JxMmTAAgIiKCUaNG0b17d44cOcKqVau4evUqCxYsALRKgrVr1zJjxgyOHTvG+PHj+fnnnyVlV0bi4uLo27cvoaGh/Pzzz/z6668YGRkxYMAAnZfmnNbNgwcPmDJlCqNHj+bo0aPMmTOH/fv3s379+myv5evkNOdjYmLo378/KSkpbNmyhU2bNhEQEMDYsWPz3H5GfvnlF9avX8/EiRPZu3cvxYoV48iRIznWKeg1qVKp2L9/Py1btkShUNC+fXtu3rypo9AJDAzEw8ODKlWqsG/fPr766itWr16t0853333HgwcPWL58OUePHmXy5Ml4enry22+6P9A3btzI9OnT2bNnD6ampgwdOlRSLs2bN4/Vq1czatQoDh48SP/+/Zk9e7Y0vuDgYHr37o2BgQFbtmxh48aNvHz5kgEDBkhKk3HjxlGiRAn27NnDH3/8gVwuZ9SoUYBWqePm5ka7du2ydJGsV68epUuX1lFWh4SEcPXqVbp165bnZ8vrz4WdO3fy119/sXTpUo4ePcqAAQP44YcfuHbtWiYZ8jLG3OZBftad4N+hTtQqrZOCzxexJAKBICtUcbofdpIC7xB7I/1jsJ61Y4711SkJ6NuVp9JPYZTouxib1l9nWS459AaqpIhXdWKyLJOG3NACmVwPm+arAEgMOAGAwiTd+l7PohwAz3bUBUCTqlVGpcb6k/hU+ztBJheKI4HgTdEragE+NFJjw3g8sSJo1LkXLgzkCiqtCEHP3LbAmly9ejVffPEFHTp0AMDR0ZG4uDhmzJjB119/TXJyMqNHj2bIkCHIZNqYBcOHD8fT0xM/Pz9sbbWyWFhYMHToUJ22U1NTWbBgARYW2q8Iffr0YeHChdnKYm5uzsyZM9HX18fZ2Zn27dtz5swZAI4cOUJERAR79+6VXBgWLlxIly5d3njscXFxREZGUrx4cRwcHHB0dGTZsmVZWkukUaFCBcaNGweAk5MT7u7u3Lx5E9Aq4czNzZk9ezb6+vpUqFCBKVOm8OWXX+Yqy5gxYzA3Nwe0FjppXLx4kUePHnH8+HHKlCkDwNy5c+natatUZsOGDbRt25YhQ4YAUK5cOfz8/KSXpkuXLnHr1i0uXbokXbtx48Zx48YNtm7dyrx583RkSXMHAu09sba25syZM3h5eXHw4EEqVaoEwIwZM7h79y4bNmxg+fLlWY5lwoQJuLu7M3LkSFQqFfb29ixatIjWrVtz5coVKleunOM9sLa2RqFQYGJikqPrSpUqVejUqZO0n9u8zut8en1ef/vtt/Tq1Ys+ffoAUKZMGWbMmMFnn31GUFAQsbGxpKSkUKpUKRwcHHBwcGDNmjWSoiIgIAADAwMcHBwoVaoUpUqVonjx4pQqVSrTmA4cOEBkZCR79+6V3NcWL15My5Yt2bFjBxMnTpTuUXbrJigoCJlMptPfhg0bMDMzy/Zavk5Oc/7IkSPEx8ezZMkSaZ3/+OOPHD58OFurpuzQaDRs27aNQYMGScrnyZMn5xoIu6DX5NmzZ3n58qU0d9q2bcucOXP47bffmD59OqANnG1ra8v06dNRKBQ4Ozvz/Plz5s6dK7XTsGFDqlevTrVq1VAoFJQuXZrt27fj4+Oj09/UqVNp3LgxAAsWLKBp06YcOnSIdu3asWvXLiZNmiTNbScnJ4KCgvjll1/47LPP2LlzJyYmJixatEhy31uxYgUtWrRg//799O/fn4CAABo2bIiDgwP6+vrMmTOHJ0+eoFarsbS0RF9fHyMjoyxdJGUyGZ9++imenp6SMvDQoUOUKFGC+vXr5+vZkvG5sGPHDkxMTChdujTFixdnwIABlC9fnnLlymWSIS9jzG0e5GfdCf4dejbVSA2/S2q0Lxp1KjK5+CkqELxLKF/qfoROfHwRgJKD16KMCCTq3JZMdVJjXhK0uje2nb4jOeguCuNi6JnZYNN2XLb9PNtVH0P7epTqc474x/tylMnAugoAphU+JfzvUURd/AFAcl8DMCnbStpOenaRmDu/ZNGSiK0mELwp4q91AaNnbkuFBY9QJUQVSHtqtYrk5BQMDQ2Q50FLrjCxLFClUUREBCEhISxZskTnxV+tVpOcnExQUBDOzs5069aNrVu34uPjQ0BAgPTlPeNX+7Jly2Zq39bWVnqZBO0LrlKZvfl6mTJl0NfXz7K8t7c35cqV01EeVK5cWXoReRPSlAKzZs1ixYoV1K9fn6ZNm9KuXbts65QvX15n39zcnJiYGElGV1dXnTHUrVs3VzlsbGyyHYePjw8WFhaS0gi0SpKMsaG8vLxo3bq1Tr26detKiiMvLy80Gg2ffKIblDAlJSXPQX99fHwwNzeXlEagfamsU6eOTiDv18fi7e2Nv78/bm5umdxCfH19+fjjj/N9D7Ii4/zLy7zO63x6fV57e3tz584dHeuMtHH5+vrStGlTOnbsyMiRI7Gzs8Pd3Z1mzZrRqpX2B0/nzp3Zs2cPbdq0oUKFCjRs2JA2bdpk+QLr4+ODk5OTzgu9kZER1atX11E+5LRuGjdujJubGz169KB06dK4u7vTokULXF1dc7+or8hpzqfJmHGdV65cmcqVK+e5/TQiIyN5+fIl1arpptKtWbNmJlepvMr3Jmtyz5492NjYUL9+fUD7HKtfvz4HDhxgwoQJmJiY4OPjQ9WqVVEo0p/btWrV0mmnb9++HD16lCNHjhAQEMDjx48JCgrKJG/t2rWl7WLFiuHk5ISPjw8uLi4olUqd86C1AtqyZQvh4eH4+Pjg6uqqE/PJzs6OcuXKSXPkm2++Yc6cOezcuZN69erRuHFjOnbsiFyeN6Pkrl27smrVKm7evImbmxsHDhygS5cuyOXyPD9bXn8u9O/fnxMnTtC0aVOqVKmCu7s7HTp0wMYmc4DVvIwRcp4H+Vl3gn+HRpWuMFYnRaAwKV6E0ggEAgmFPqiy/w1uUNKF1JgXpEYEkhodip5FCQA0qlQCl3Um0fcSAfdPAWBS5ZNs2wFQp8QCkBxyBQCZLOtXUpnCEKvG89C3qggguaulIdfP+rfx89+bZt2xsDgSCN4YoTgqBAyKl8+9UB5RqVSQlISRkZHOC8jbIi3ey+TJk2nYsGGm8yVLluTx48f069ePjz76iIYNG9K6dWusrKzo2bOnTtmsglznN4BtTuUVCoVOfJo35XUXlfHjx9OvXz/OnDnDxYsXmTVrFuvXr8fT0/OtyZhTgHCZTJZlm3p6ejrbOfWrVqsxMzPLMhZUXu9RdrFANBqNjiyvj0WtVtOpUyfJ4ig5ORlDQ0MUCoWkEMnpHuRVvoz95mVe5/VeZTWeoUOH8umnn2Yqm2altXjxYr766ivOnj3LhQsXmDBhArVr12bLli1YW1uzf/9+bt68yfnz5zl37hxbt25l9OjRkvtQGtldc7VarXPNc7pGhoaGbN26FW9vb86dO8e5c+cYOXIkXbt21bGOyYmc2s8ox5uQcT2mWTS+Pu7c+ijINRkREcHp06dRKpU6Ciy1Wo1Go+HQoUP06tUry3WZUU61Ws0XX3zBo0eP6NixI+3bt+ejjz5i6tSpWcqYEZVKhYGBQY73P62/nMqkKcv69+9P27ZtpfW1YsUKfv75Zzw9PSWL0ZwoXbo09erV4+DBg5iamvLw4UPJbTSvz5bX15GTkxPHjh3jypUrnD9/ntOnT7Nu3Trmzp2baW3lZYyv9/c6+Vl3gn+JOl1xpBKKI4HgnUCTqtRRGhmVqUlSwC1Mq7Yg3vskAPpWpUl5oc1s9nL/TEoO+gnQBs9O9L2k015avKTsSI1Nd/uPf7yP8FOjpX21MgG5vgkajQaNKhm5XnryFZlC9zkuN9C1jrZtvZ6wY1orcLmRNWaV+2NgV42w48O1xwxzDtItEAiyR8Q4EuSIjY0N1tbWBAYGUrZsWelfxhgpv/76KzY2NmzatIlhw4bRtGlTKbbR2wwsWrlyZfz9/YmKipKO+fr6Ehsbm22dtJeKjHEw/Pz8pO0nT54wffp0bGxs6Nu3LytWrGD9+vX4+vpmCnSbVxm9vb11rKrSXCXelCpVqhAbG8ujR490xpBxTJUrV+b27ds69TL2W6lSJeLi4lAqlTr3ed26dZw8eTJPcri4uBAbG6vzhV+j0XD9+nUqVKiQbb2KFSvy+PFjqc8yZcqgUqmYO3cuz58/L/B7AHmb128yn9LG8/TpU512Q0JCWLBgAfHx8dy+fZs5c+ZQvnx5KTj8nDlzuHTpEuHh4Rw4cIBdu3ZJAX5///13evbsmWUcHxcXF/z8/HRcJ5OTk7l3716O1zwjZ86cYdWqVVStWpXhw4ezdetWxowZk2vcoLxSoUIF/Pz8dK6bl5cXDRo0ICRE94dlbuvRysqKkiVLcv36dZ169+7de2P58rsmDxw4gFKp5KeffsLT01Pnn7W1tRQku3Llyty7d0/HHS+jnPfv3+eff/5h/vz5jBs3js6dO1OmTBkCAgIyPTcz1ouIiMDPz4+KFSvi7OyMvr5+putx7do17OzssLCwwMXFhbt37+rIERYWhr+/P87OzoSHhzNz5kyUSiXdunVj4cKFHDhwgJcvX3LlypU8X8du3bpx7NgxDh8+TK1atSRLvDd9tmzdupVjx47h7u7OxIkTOXjwIA0aNMh2HeQ0xryQn3Un+BdoNKhinqJv8xEAwVtrFLFAAoEAIOLv9Bh8+rZO6Fk5AFDs497ScYMSzuiZaz+ARZ5cjfdnMtTJ8ZmCYQOkPLufbV+q+FBi766T9l8c6q1zPu7+DgCUkdrfeHKjrDPJlhnxLNMxfYv0Z746KQJ9myqYfzQYq4YztW1lcG0TCAT5QyiOBIA269HZs2d1/l25cgWZTMawYcPYtm0b27dvJyAggOPHj/PDDz9gZGSEgYEB9vb2hISEcObMGYKDgzl27Bg//PADQL5jmPwbOnbsiJWVFePHj+fBgwfcunVLCkicZqnwOjVr1kQmk7Fy5UqCgoL4888/2bcv3c/aysqKw4cPM23aNHx9fXn69Cn79u3DwsIik9tDXujXrx8xMTFMnToVX19fLly4IGUWy07G3Pj444+pUaMGEydO5NatW9y9e5eJEyfquJkMGzaMv/76i02bNuHn58eePXvYvn27dL5x48ZUqVKFb775hkuXLuHv78/cuXPZu3dvnl+8GjVqRJUqVfj222+5cuUKvr6+zJw5Ex8fHz777LNs63l4eODt7c2MGTPw9fXl9u3bjB8/Hj8/P5ycnPJ0D0xNTfHz89MJxp4TeZnXbzKfQHutjx49yqpVq3j69CkXL15k8uTJxMbGYmdnh5mZGTt37mThwoX4+/vj4+PDkSNHpLEmJyczf/58PD09CQoK4tq1a1y9ehU3N7dMfXXq1AlLS0vGjh3LnTt3ePDgAePHjychIYHevXtnIV1m9PX1+emnn9i8eTOBgYHcu3eP06dPZ9nfm9CpUycsLCyYMGECDx484N69e0yfPp1KlSphb2+vUzYtjtWWLVvw9fXl+vXrLF++XOd6Dxs2jB07dvDHH3/w9OlTli1bphN8Pb/kd03u2bMHNzc3WrZsSaVKlaR/lStXpl+/fnh5eXH37l369u1LYmIi3333Hb6+vpw6dUoneLutrS16enocP36coKAg7t69y9ixY3n58mWm5+a0adO4ePEi9+/f55tvvqFkyZK0b98eMzMzevfuzYoVKzh06BD+/v7s2LGDnTt34uHhgUwmo2/fvsTHx0vX/86dO3z99ddYWVnRoUMHLCwsOH36NFOmTOH+/fsEBgby66+/oq+vL7krmpqaEhwcnEnRl5E2bdqQkJDAtm3b6Natm3T8TZ8tERERzJw5k5MnTxIcHMw///zD/fv3s5yXuY0xL+Rn3QneHL2oqwCkxvi9OqJBo845OYRAIChcNGoVMZd/T99XJmHVfCQAhqW0sYVKemgTZth1m6VT1/f7aqiTtB979CxLYVBC61JWbobuB42MvDj6OTG3fsr2vMJEa+maGPA3KAwwcco6NIHCOLNFrJGDOxa1v5X29UxLAmDqov1NZFjy42z7FQgEOSMURwJAm6p92LBhOv8mTZoEaF/sJ02axPbt22nfvj2zZ8+mV69eUvazQYMG0a5dOyZOnEjHjh35+eefGTduHA4ODtmmcy8MDAwMWL9+PUqlkl69ejF69Gi6d+8OoOOukBFHR0dmzJjB8ePHadeuHb/99psUUBi0iqN169YRHBxMr169+PTTTwkKCmLTpk35Ch6cho2NDevXr+fx48d06dKFadOm0bdv3xxlzA25XM7atWspX748Hh4ejBgxgg4dOujEvWnSpAkzZ85kx44ddOzYkT/++IO+fftKfSoUCjZu3Iirqytjx46lc+fOXL16lVWrVtGgQe5pVDO2UbVqVSlr2KNHj9i8eTM1a9bMtl7NmjVZv3499+/fp0ePHnzzzTeUK1eOzZs3Y2BgkKd7MHDgQE6fPo2Hh0eer1tu8/pN5hNoAyUvXbqUEydO0KlTJyZMmECjRo1YtUqbCcTZ2ZmVK1dy6dIlunbtSt++fVEoFKxbtw65XE7Pnj0ZPXo0q1evpl27dowdO5ZGjRoxZcqUTH2Zm5uzfft2ihUrxuDBg+nXrx9JSUns2rULR8ecs56k0bBhQ2bPns3u3bvp2LEjQ4YMoWzZsixZsiTP1zInjI2N2bBhA6mpqfTp04ehQ4dSoUIFybIrIzKZjAULFhAXFyetj3HjxukoQfv378+ECRP4+eef6dKlC48ePaJHjx5vLF9+1uS9e/fw8fGRgi2/Tr9+/TA0NOTXX3+lRIkSbNmyhZCQED799FPmzZvHF198IZUtUaIEc+bM4cyZM3Ts2JGvv/6aEiVKMHjw4EwWVF9++SWTJ0+WMoetX79ecruaPHkygwYNYtGiRXTo0IFdu3Yxbdo0aS2kBdyOiYmhd+/eDBkyBDs7O3bt2kWxYsXQ09OT5t7gwYPp0KEDFy5c4JdffpHipvXp0wcfHx86d+6cbbY5Y2Nj2rVrh1qt1ok/9qbPllGjRtGjRw9+/PFH2rRpI92XESNGZCqb2xjzQn7WneDNkam1ca2MMwSxTYt1IhAIiobEp9dIfHwBmw7a3/3q1GTMa3ak6hYNJpUaUf7HO1g20f5NkRsYYfVJ+nNY+fIpKaGPUJjbUXFZEBUW+FB1iwZjp1pZ9gW67mb6NlUBMCnfiTLDX2WDfZVgKOL0N6BKQaZnqFPf5pMVGJasn237RqXT4xulxUTStyhHubEpGBYXHwMEgjdFpnmbvkTvGWlKj9cDsQIkJSXx9OlTypUrl2P8mX+LSqUiqQhjHL1PBAUF4efnR6NGjaRjoaGhNGnShB07dlCnTp0ilE7L48ePiY6O1glme+PGDfr27cvp06cpWbJkofR75coVbG1tdayk1qxZw+7duzlx4kSh9PkmvEvz/X2YT4J/T1GtSXi35rugaHhbvyXeBRISEnhyYjqmT5ZT9qtI/H/SxhopMzxYJ6W2QPAhkJCQwP3796lSpQomJibZllOnJqJJjkFhWuItSqdL3L3jBCxsTYXFfjz+1oli9XpR+qvfsi0fsms8EX8txrz2p8Re34eedWkMilfAafKpXPvSqFII3u6GMvIRcmM7kMlQJ7zA3HUoNp8sw2+lGbat1mNaoSv+P2stisqNzZ/3QmLQP4TsbgGAfY+TGJdunK/6gvyT1/kueDfJSeeREWFxJPhgSE5OZvjw4WzYsIHAwEC8vb2ZOnUqTk5O1KjxbsRRCAkJYdCgQXh6ehIcHMzNmzeZO3cu9erVK9QX1HPnzjFkyBAuXbrEs2fPOHnyJFu2bMmUWl6QzvswnwT/nqJakwLBfxH96Jvol2yEXN+U4p32AKBRZ5/FSSD40Ak76kHAOse3GhP0dTQpiQDIDYyptPw5pYZvzbG8kWN1AAzstVl0UyOCMHfrlKe+oq4uQBn5CIMStSkzPBB1wgtAa4UkUxigMC1JarQvSc/Ov+lwdCya0tzeBALBv0dkVRN8MDg7O7NkyRLWrFnDihUrMDIyokGDBmzatOmN3cAKmkaNGvH999+zdu1apk6dirm5Oc2bN2f8+PGF2u+oUaNISEhg4sSJREREULJkSQYPHszQoUMLtd/3mfdhPgn+PUW1JgWC/yLyxCD07LWWAGmZkoTiSPBfJiVM65qsDLuLgV31IpFBnZIAgEzfGIVx1untM2LRoB+qhCgsGvQj/PB8AMyqZx2HKFNfSZEAqOJDkMnS7ReUUb4A6FtXJiXiPnqW2gQfTqPjMjeSC2ntWtSZgIF1lXzXFwgEWSMUR4IPirZt29K2bduiFiNH+vXrR79+/d5qnwYGBkyZMkXE68gn78N8Evx7imJNCgT/RWTqZGR6r9wY5K8U8EJxJPgPo4x8CEBqXHCRKY4yWhzlBZlCD5vWY3SOyQ3zFvdTr5g2/qIqTpsRzWl0PGEnhlOsxpevzpclOfSaVqH2ygopvxiUqEPxjn9gUr5jvusKBILsEYojgUAgEAgEAkGhI1OnIFNoYznJ5NqfoLHeW1EnRWHzyTIdCwSB4L+EOjmq6PpWJoJCH5ki/6+FZSYeJ/zwfPQs7HMtmxr/nKSgfwAkJZlMoY9dm01SGblBMZRh91CG3UOeRda0vCCTyTCtIEIxCAQFjVAcCQQCgUAgEAgKH3UyMr1XiqNX/0dfmQeAWeU+GJVqWGSiCQRFgb6VC8rIhySH3sCsct8ikSH25kFQvZnln9lHLTH7qGWeygauKytt23c/mmUZuUG6q5w6MeyNZBIIBIWD+LQjEAgEAoFAICh0ZOpkyeLIwK6mzrmitLgQCIoOber5mJvLpTg/b5v4u38Veh+a1GRp26h0MxRG1lmWy6g4EggE7xZCcSQQCAQCgUAgKFRUsf7I1MmoEkIAkMkVWDeen34+PqSoRBMIigyNKlXaTgo+R/LL24Sf/oYEv6MkPb9S6P0nP9fGWNK3KVOo/egGwc8+g5zMoJi0bdt6QyFKJBAI8otwVRMIBAKBQCAQFCrJQacBUD5PT7NtUfsbLGp/w9NlBoSdGIm5q0cRSScQFA0adYq0HXXpR1Jj/QGIufUTACYVu1G83XYpJlhBolYm83zTcACU4QEF3n5GNOp0BZlGo8q2nJ65o7RtVqV/ocokEAjyh7A4EggEAoFAIBAUKjI9bcYmveK1M51TmJZ82+IIBEVOyss7qOKCUZiVplitsZLSKCMJj/aS8uJmofQfduBHEh6eBcDEpUmh9CGRweJIz6x0tsX0zEoBoG9VSQTLFwjeMcSKFNC8eXNWrlxZ1GIUCi4uLuzdu7eoxRAIBAKB4D+JRqVEnRwtKY7M3CZkKmPdaA4AypjML84CwYdK8I46ANi2/BnrRnNQmJZCbmSNacUeAFjU/haABL/CiUGkjAiStsv+72Sh9JGGRpNucWTuOiTbcnqWFTBx7kLxTn8UqjwCQX7QaDQcDX6IUp29tdx/AaE4EggEAoFAIBAUCiH7u+D/sx0pwacBkOmbZSpjUqEryBQk+h17u8IJBEWIkUNjAIzLtkYm18Nx6FPKjgzBttUv2Hc/jnXjuQBEXZpFciFYHSkj0t3TZIpCjl7yylWtRNdDGDs2zbaYXM+YEp3+wMC6SuHKIxDkgzMhvrQ/to5fHlwsalGKFKE4EggEAoFAIBAUOBqNhqSAEwAker8KdKswzFROrm+K3NACdXLk2xRPIChS9Io5YViqITKZDED6X25gJilXrJssACBkb7sC79/A1qnA28yOtODYMoX+W+tTIPg3dDmxEcWm8dwMD+a760cAiE9NyaXWh41QHAlyxdPTk86dO1O9enWaN2/O6tWrUam0pnpBQUG4uLhw9OhRevbsiaurK82bN+e3337TaWPz5s00b96c6tWr8/nnn7Nq1SqaN2+eY79RUVHMmDGDpk2bUr16dfr06cPly5el8ytXrmTw4MH88ssvNGnShGrVqjFgwAB8fTOnM42IiMDV1RVPT0+d44sXL6Z79+5veGUEAoFAIPjw0ahTCd5ZH2X0E+mYMuoxKREPcqynig3MdCzt5fh15AYWqJOj/52gAsF7hEaVjCwLRWpGLGqNBUCdFJHpnCo+lLgHO0nwP45aGZ+vvqMv/07U2Y0AmNXokK+6b0RacGzZfyMvk0ajYfftZ8Qnp+ZeWPBOEZ2SyOr75zkU6A1AnQNLufxSa503+foRguKjilC6okUojgqB5IhEEoJjCubfs1iSnseT8Cw2T+WTIxILdCybN29m6tSp9O7dmwMHDvD111+zYcMG5s2bp1Nu7ty5jBw5kj///JNmzZrxww8/EBio/cG4Y8cOli5dypdffsn+/fupV68eP/30U479qlQqPDw8uHbtGgsXLmTv3r1UqlSJIUOGcOfOHanctWvXuH79Or/88gs7d+4kPDycGTNmZGrP2tqaZs2a6SiO1Go1Bw4coFu3bv/iCgkEAoFA8GETeWEaKS9uEHpQG3tFo04laHNVgrdWz7FeSthdAOTGtrn2ITcsJhRHgv8UGlUyMrlBruWMnbTWRqkxAagSXkjHA9Y58vKvwYTu60D46W+yrKuMfsrTZQZEXZmrczzswCwA5CYWlBl36E2HkGfSsqoVRna4d5F5fz+m17brrDz/tKhFEeSDFFUq1jumMvrSvmzLlP39Rx5FZlbk/hf4b6zet0hqfAr3Fl0ATREJIJdR47tG6Jnm/ocoNzQaDevWrWPAgAH0769Nienk5ERUVBQLFy5kzJgxUtnBgwfTokULAL755ht27NjB7du3cXR0ZMOGDQwaNIgePbQ/OL/44gu8vLzw9vbOtu9z587h5eXFwYMHqVSpEgAzZszg7t27bNiwgeXLlwOQmprKggULsLCwAKBPnz4sXLgwyza7d+/Ol19+SWhoKCVKlODixYtERETQsWPHf3mlBAKBQCD4cEkJ1/691qQmARBza3We6oUe+FRbT5mQa1m5gQXqFKE4Evx3UCWEomdRPtdyVg1/INHvTwI3VgCgVL/LJPqf0CmTFHgGjUaTyaIv1msTAJEXpmNZb7J0XKZvlLb1L0aQdyRXNfl/w1XtjG84ACmpRfVCKHgTxl89KG1rAquAQoWslE+mciNOHONg5x7MPO5DBVtThtUv+zbFLDKE4qiA0TM1wHV8Q1SJytwL5wGVWk1KcgoGhgYo5LkbiCmM9QtEaQRa966wsDBq19ZNnVuvXj2USiVPnjzBxsYGAGdnZ+m8ubk5AEqlksjISIKDg6lZs6ZOG3Xq1JEUR9OmTePgwfSFOmLECBQKBebm5pLSCLTm7XXq1OHcuXPSMVtbW0lplNa3Upn1tW/SpAk2Njbs37+f4cOHs2/fPlq0aKFTXyAQCAQCgS5pCiPUqaTGPUNuWAwAuZFNnuorjO2yTDWeEa3FUcy/klMgeJ9IjXuGkWOzXMvpW1XS2X+282Np2777UdQpcbw42J0E3wOYVuiiU1adlB43LN5nN6aVeqBKikSdFKs9mI3raIGTlo1Krng7/RUxj8O1roOnfcPoEVKSO89j6OPmUMRSCXLjp/vnAdD41MNQY8qRr1xpeUKrOPq7ySTaHl1HinE4kYlKWqy5yJXAKD6v5ygUR4I3x9DaGDAukLZUKhXypCSMjIxQKN7uw1ajyVpLrlarAdDTS58+BgaZlVUajUYqk11bAF9//TVDhqSn5rSwsOD333/PVqbc+s0OhUJB165dOXjwIAMGDODEiROS5ZJAIBAIBIKs0Sum/VGcGuNH4HonbD559bdTnbf4Hfbd/yQu5C5P4kpTIpsyckMLlNHCrUPw30Cj0aBOeIHCuHiuZeX6ppT+/AFyQ0sC1thLx43LtceodDPJyujFoZ44DLxF5IVp2LZaT8zNZcR6bcK0YnfiH+3hxZF+mD09TNz9HSgjtB9ZLd0HFc4AXyPdVe3Dtji65B/JnjvP8YvQWlme9g3HddFpAGafeMTE5s4MrO1YhBIWDi/iUlCp32/rKrVGnb6TakjsvHboKeTEDpyDnkyOgUKPmJETsdg8ndshEfDCkhENyvJz95xdtj8kRIwjQbbY2tpia2vL9evXdY5fu3YNfX19ypQpk2sb5ubmODg4cOvWLZ3jGfdtbGwoW7as9M/S0hIXFxdiY2Px8Uk3D9RoNFy/fp0KFSq88Zi6d++Oj48P27Ztw9zcnEaNGr1xWwKBQCAQ/BfQK6b79z7q2mIA1CnRqJJyz4Smb1kBwzJtQJb9z065sR3Jzy6gyiIIsEDwoaFRxqFRJaEwyV1xBKBvUR6FkTWlB3tj0+JnnL5Oxr6LZybXtOBtNUnwPUCc1yaiLs8BVQrGTu0oVvMrAOLu73glAOgVl6OSX/v3Y9FoiHv4G0nPckhV/spVjQ88xlHDledYfMaXrHQoXqGxfLbrVo4f099HDnuHUn7BP9T/7TmrL2nj2ypValJS1Trlfjj6kI+X/0P0K6+chy/iSFXpllEXgPJp393neIXE5lhGo9Fk6utZvLaOJqQ8Ad+3Rk+h/XtlomeAgUI7b/XlCozlRiDXyr3q02r/Wt73iQ979QryjL+/P2fPntU5ZmRkxJAhQ1i6dCmOjo64u7tz584dVq1aRe/evTE3Nyc6Ovd4BMOGDWP+/PmUL1+e2rVrc+LECY4ePUrJkiWzrdOoUSOqVKnCt99+y9SpU7GxsWH79u34+Pgwffr0Nx5nuXLlqFWrFqtXr2bgwIFv3YpLIBAIBIL3DU1KnM6+KjYgfTsuCIWRVZb15MZ2WLiNzlMfaVZNAWvsse9+XEpHLhB8iKQFuc6r4igNfcsK6Ftm/oBaZlgggZsro3mVXS323gbpnGmFrpiUa4smNZnYe+sB0GgAOaSEXiEl4gEG1pXfcCSgjHzAyz8HIjeyocyIZ1lmTvyvWBxVLWGGd2gch4bUIz5FRUKKCg3QsWpxph/14ecLflzyj6SBk3WRyDf35COmH31IzVLFGFq/LMP/pYtVv+3X+fXWM2l/4hEf6pW1Zd7fj/jr4UsCp7akVDEjfr31jJnHtcYAznNPMr5ZOb67eYhpbi35oXkNAG4/i8ZtifZd9O+RDWhWIfekCq/z14MXdN9yjZqlinFjXNZ/Q1JVajptvIJXSCw3xzXFxtSAC6F+ND6yCoB5TRtS2jJ7z6FSZqZERqZyb3wzopWJGCn0MNErmDAx7zpCcSQA4ODBgzpxhgAcHBz4+++/MTAwYMuWLcyZMwd7e3uGDRum41qWG3379iU6Opply5YRGRlJvXr1+PTTTzNZMmVEoVCwceNG5s+fz6hRo0hJScHV1ZXNmzdnipeUX7p168aNGzf49NNP/1U7AoFAIBD8F1CnZg5uLVMYolElo0oMy7KORqNBnRyF3NAyT30Y2deTtqOuzhOKI8EHTbriyK5A2lOYlsDafTYR575Dk5qAMtIH5Ho49L30KiZZMWxbrsbYqTUGtq48+raiFBc7eGt1yo1NeaN+U+Of8/y3ZgCok8KJODOe5NCr2H96GLmBuVQu6Zk2dsyHbHG08NRjvEPjWNL5I9pXyeyUu6KrKz9f8MN91XnUizoVgYTw/Z8PALgWFM39A15vpDhSqzW0X38Z3/B4fMMTwCYQmf0TuuvXZ/ctQ5r9fEEq6zgrQxD3Yi/BJIqIkIp8d+sgMusQ/np2nx/QKo7+fpz+t2TZP0/yrDhKSEnFxECPqwFRtF9/GYBbz2I49vAFp33D+crdiR+O+eBqb04xQz2G/H4bUIMilaG/32L5px9JSiOArpXK5difq60ddqaxyIwSsNu5EBcLO7y7/S9Psr7vfLirV5Bn/v777xzPDxgwgAEDBmR5rnTp0jx8+DDT8YzHzp49S+fOnRk5cqR0bOrUqdjb22eqlxFra2vmz5+f7fnRo0czerTul8xu3brRrVu3LOVIIyQkhFq1aukE9BYIBAKBQJA1r1scAegVc0IZ+VAnPTiAOjWRmJsrMXPpA2qlFEg7Nwzt60rbMln2P09TXt4h/vE+LOt9h0zxYVsvCD5cUl7eArSB4wuKYjW/pFjNL3m+tz1JASewajADAzvd+CumFboCINczw/yjHiSFa13XVPGhKEyzi0CmiyoxjBeH+mBRZzyp0U9QJ0diWLIByaHXiLm1EgD/1TYoTEviMPA2z3Y1kIJw65mWKqDRvlv8eT+U/x2+D0CrSlnfU4U83RLrVnA0NR2yT86z+WogpS2MaJlNW29CqkqN3CYYjf1jAOL9Xaky/2829XFj0enH9K9Vmkp2ZryIS6ZxOWvJVSsjAZEJOM0+mX5ApkZm/wSAPcpLYOEC0SUAGZ6f16XrpqvacooUZI7apEgK6xeoZFoLNP/oWDQaDYN/vcW260G4ORSjtIUxT8Jzz8QZl5xKse//BODwkHpMO6p95+terSR77j6n7TqtEmne3491K8pUUPEyMn0l+x+lsn/3bmSvHFDqJbWlkm3OSZPKmlry+9Nb3AwPBmBL4765yvqhIGIcCQqd/fv38+WXX3Lr1i2Cg4Px9PTkwIEDdOnSJffKBcj169fZvXs3W7duZdCgtxMMUCAQCASC9x21MrPiSG5kBQqDTBZHYUeHEHl+ipQ6XJWY95hFlvWnAqCfg9vMi78+I+rybPxWmpIS7pXntgWCd4Wk4POEn/oayHtmwvxg13odJhU+xbza0BzLGdhVw2HQHQCe/dYEdUrOcWHSePHnQJKCzxK6vzPhp8ci0zOhZK/TmDjrWtGo4p+T8PQQqdG+pEY9Rq9YuQ9S2avRaCSlUbdq9lQtYZZt2dNfNARgv1cIt59Fc+yhVvF+3OclF/0ipPY8frtF618uFYhs957H8NGCU0w8fB+1VXD6yeJ+PHwZT8OV59h7N4TuW65RbdFpWqy5iNuSs1nGYpp85IG0PbpROWq7Remcl5V+yOJ+9qQu6Ejnj+xJnt+ByFltmdE33fosTWkEEJoUg8/LeLZdDwKFkluWBwksdoV7ITEcfaj7UeJ1MlooddhwhetB0SzsWJU/PqvD6EbZWA2Zh2FS5QYyfW2cJVnFq8gU2nhFs8oM5eSQZjn2CRCSqF0nA8/uBKCuXe4xfz8UhOJIUOhMnTqVypUr89VXX9G2bVvWr1/Pd999p2MZ9DY4deoUP/74I507d6Zdu3ZvtW+BQCAQCN5XMlocWTWaI20rjGxRJ4brlI1/tFtnP69WDACWH09BYeZAzM3lPF1miDo1MVOZjKnJY26uynReIHjXUcakZw+UFUJ6ej0zB0p0/C3b2GMAGpUSmUIfA+vKFKs5itSYp/ivtiEl7B7q1KRM5dXKBJRRvvivKUlSwEmdcyW67Ecmk1G8/U5KdD2EWdXPpHPxD36Tto0cGhbA6N49Jhzy5l5ILKMalWP3Z3WzjPGURhNnG5o52zDjmA9uS87Sdt1lWq29SJtfLuG+SuvOdzM4PX7s68Gjs+PP+6HIxx/kSXi8dEyj0dBh/WWqLz7D/RdxLDv7BOSp1LV2om95N5ztjDAz1M6//Z+nW3y62JniFRqL68LTOn38diuYPXeeU97GhPCZbVjW5SN8VNq4Rf2cakrlLkTd54dbRzkY4MWmx1f48srv/HDzGADrG/UCoLWDCy5m9mCQSJUFpwCY3FU7X2/H+oGdP+3WXUat1uhcj4ys+Ee7jqa3Tv+b0KyCVhG7vKsrygUdUS/qxJWvGzO0tSE1KqUgK+NFokxrzVTDOt36rZpVSb5rURkTg9ydsSpb5i8u2YeEcFUTFDqWlpbMmzevqMVg/PjxjB8/vqjFEAgEAoHgvUKtTLdEMCrZAAC5vjlyA1M0WcQ/SkNh5oBpxR557kcmkyHTSwtKqkEZ7o1hido6ZTSqZGlbXkDxYQSCt0lqTEDuhQoZTaoSXln/WDWYTuy9jWhSEwjeXguFSQlKf+YluZnG3ttE2IkRUl2FiT0lOu9FYVZS+xx4VU4mk2Pi1BplhLdUNtH/qLRt5ND4bQztrRKXnMqSM1pXrW8al89THYPXXMBOPkq3nLnkH0nDleek/auBUTkG0g6ITOD2sxi6vHIJqzjvb8Y0KsfUVpWY+tdD/nr4Eitjfb5yd+LHEz6gl0r3stVJJpm/nz8mclY7ZIBcLiNkemvUGg3+CWE0WHSD+y/iWHLGly8aOuEfmUDf7TdApqZClRe0PvET8+t0JC41maX1ujCwTA3c5VZ89eQUe/3vgv/dTLL+034UDUs48XlFbTy7MWeP8CDmNBhHg8MDFjxMpqplCbyjQsE0Cl6C3sRDAHh+XpdZx31wL2fNsi6uxCQp+ftxGJ/Xc2Rqy0pcD4zG0liPGiXTXaPTXAPrOFry8Ylj8Jqx24m2I3mRGIeVoTHFjbK3EnudCa6f8P11rYvcy34z81zvQ0AojgQCgUAgEAgE2ZLRhUVuZAmAzMAUmZ4JamW8bmG5HrzKoFS8w285fn3PCpks3QIj0f9EJsWROiUmfUelzFfbAkFR8uzXxmhUyVJ8o+Kd9hSJHBq1GjRqyW1MbmiB06goni4zBDSoEkJJenYek3Lt0Gg0RF1dINU1Kd+J4p1257iu07K+GZSoTUpoeiIco9IfXsB7z3shAPR1c6CcjUme6gz5uAxnn4QTNrMNS88+YdfNYBZ3/oh26y7Tcs1FABo6WXHBLzLHQNqLTvsy8ZC3zjGNBpb/85Tl/6RbtYXPagtA80pWtDhzljLFivEiKZbQxFgMtkwgZsBsTOWGFDc3xOOfX9ny+Br9WjVi53EF4w96c9znZXqwb/Nwjkdq+2x1dC0AH1nZY6jQo65Z5ti1dWxLU9zIHPcSTjQs4aRzrmVZJ37yVUP5WwD0KVeLnxt2Z8HdU6y5f4kwv/SyabGSrgdFM9q9HEceaN3YmpSzQS6XcWBIPfLKsTYjUKpVWBuaYG2Yt3uWEYVcTspnCwiMj3qj+u8zQnEkEAgEAoFAIMiWjK5qckOtO4FhiTqoEl6gUaZbHKkSXkpKIwB9y/wnodBoVNJ25IWpmFUdiJ5ZukuBJjkafVtXlOHeaNRCcSR4P3j2W1OSQy5L+yW6HMCkXNuiEebVGn093lDJ3mdJeXGD8FNfo0p8iSY1mfAz40iN9sWu7RZkeiYYOTTKVRls+Moq0bzqYIw7/ErQxoogk6NnkTeLnPeFmCQlg3bdBOCbJnkfW88apehZQ/tM+75lJb5vWQmNRkMtBwtuvHLLOjeqEfoTD6FSa1Cq1Oi/ZqV0KzhaR2nkaGnEok4f0Xubbsbq29+mK+sqlDAEwMLAiOCEKOn4zic3WXzvNP+r3pwtj68BcDLiFnL96qiV+hx9+JKrgVFULWFGpOMNQl7zILbJoDz5tVE/ZPoKPi1TDYU854g4VoZGOvvf1WiBmb4hVS1LEJ4Sx5xO5bn0JJ4DXqEArO9Vg6G/36bivL/5uIwlNib6DKpTOtv2NRoNfU9v5w+/29KxX9x70qJUxRzlygsKuRwn8+wtwT5UhOLoX5JV4DCBQCAQCASC3HhffkNkdFXTMytFqX5XMLCrTqL/cR3lTfjZCQAUqzkKizrfojDOf+Df1CjdDDgp4V6S4ijp+RVSwu5SrNZYZDI9Hbc1geBdJvn5RZ19Y6c2hdaXOimOmKu7sWw8OMvzmleWejKF7mugUcmPMSr5MRHnp5D87CJhx9KDa5uUa4/cMOdsU2kojG0oMzwIubEtMpmccmNT3mwg7ygxSUo6b7zC2SfaYNYfl7Gkdum8XZvskMlkfF7PkRv70uP5XBjViI9X/IPh/w6z//O6dKhSAqVajaGegh03tEGuH09uziX/SJpXsMXSWJ8FHavyZcOynHwURseqJQhOiKb0rzN5nhhDNauSAJjrG5KqTo+dNPKCNi7d0HO/AzCoQh22Pr5GxTo+7HX/CtdFp4lITEJR7jZhrwJDb2zUG49zv1HTuhSVLOwgRauM7OBQGROTvFnhqEn/+9fM3pkqliWkbYByjkomNa1HTJKSXy4F8FkdR7xDY1ly5gmXA6Jo62KXoxKz8eFVXHzpL+2vc+/F4Ip18iSbIGuE4ugN0dfXaukTEhIwNjbOpbRAIBAIBAKBLgkJWmudtN8U7yrqlFgMitfCquEMAAyL19SekOtBBsVRyosb2sPGtuiZObxRXzJ9MzQZsripkyKl7ee/NQIg4ckhFEY2aLII4isQvKsYlqiLXbstkitXYfFizxQiji3HyKk2obvGUWrIRvRtHKXzmtQ0xVHWzx1D+3rE3tsg7ZfqdznPSqM0FCYfXgDhDZcDiExUEpmYIimNAHb2r51vl9ysGFG/LHVKW/KRvTYDmZtDeryetBhGAA/+9wm/3gpmeP2ylLcxpbyNqXRufDOt0qXTR1q3seVe//A8UeveezfyOQDF9I1QyLK3BupWthpbH1/jUUwYVe3NCZ/ZhrnXz7P48UsAxn3UlM8q1uWziukBtRNSUrNrLlualChPXVtHKhazY2Pj3tJxexPtuPuf2UHv8jUpZqQvjWt+h6q0dSnOmot+jG5UDo1Go3PtNRoNg//5le2+upZXRgo9BlWojTyHcQtyRyiO3hCFQoGlpSUvXmh9LE1MTArkofE6KpWK5ORkqU+B4ENGzHfBfwkx3/+7aDQaEhISePHiBZaWlu/0/dekJoNaSbGaX2HympWETK6PRsc1rSLKiAcUq/HFG/dXZsQzwo4NId7nDyA9ppEygyWSbfNVRF9fijo56o37EQjeFmnZAYvV/LLQlUYAqgSt1UrCgzPEe50g4uRqSvSaC0BqdCg+Y7RKBZmeYZb1S3T8A//VWjccc9chGBZ3K3SZ32WUKjXJqWqG/aF1eXJ3Ss9Wt7lPzTzHNsoNPYWcj8ta6exHzGqL85yTRCamK+grz9dmIcvJTQsgWZWKZ8A9yphaMrt2eyl9fDEDQ4ZXro9fXASrH1wAtHF/lnqdoXnJCtR7Lb28lYkBthbp1kGN7QvG5VAmk3Gp09fZnteg4UHUC767foRdzQYQEKf9iNCykh0tK9lxJPA+epvncanjGOralSFZlUpNz8X4xLyU2pDLZCgHL0SlVufqOifIHaE4+hfY22sfvGnKo8JArVaTmpqKnp4ecjHhBR84Yr4L/kuI+S6wtLSUfku8q6S5qckNzDOdk8n1dFzVVIkvMasyMMc04Lkh1zOiePsdRNvXJeLsRFSxgQBEXZkvlTEu05y4+9tQxvhn14xA8M6gitfGaJEbv50sgAkPTgOQ5K+1AMwYdyxwxafStr5duSzryw3McBz6lGe/NcGi7v8KTc73gRX/PGHsfi+dY+f9IrEx0Wd9r5p0cS3c57elsT7hs9py93kMX+29y7mn6ZZOVUtkfiZn5ECAF09iwznb/ivcS5STFEd2RmaY6BmwskE3qlmX4u9nj2hRqqJO7J+fG/bgywt7JIVLeLLWOnZk5Qa0cXAphJHq0qWMK/sD7vHRPm1g9hHn/2DbKysi5eAFyGVyltw7DcAXF/Zwrcs3XAsLlJRG02q2Ijolie9qtAQQSqMCQiiO/gUymYySJUtSvHhxlMrCCdCYmJjIkydPKFOmjHCJE3zwiPku+C8h5vt/G319/Xfa0iiNtIxqWSmOkOvBq+DY/j+XQJ0ciWGJupnLvQEWtcYS73sAZbQ21bUqXutmoWehdVmQG9miDr2OMtoPvWJlC8XqWyAoCFJj/ADQt8haUVPQKF+lo0oK0FrIKMxsSAq8S8CSDqRGBErlZPpZWxwB6Jk5UGaIb6HK+a4TnajMpDRKo4+bQ6ErjTJSrWQxzn7lTlSikkmH79OrRiksjXN2cb4fFUpxIzPcS+jOOxM9A2l7uEt9hrvUz1S3uJEZGjTU8FzEza7f8jIpjgZ2ZfmpQfeCGVAu/NywO/sD7kn72zK4nv3x9A49y1XncWw4ADcjgrkWFkiTIz8BMN61GdPdCi+G2H8ZoTgqABQKRaH9+FO/Cl5maGiIkZFRLqUFgvcbMd8F/yXEfBe8D2heKY5k+maZzqninpMccpnU2EDUyVo3guzcX94EfYvyKMPvE3HuOxL9j2FSvgMlOu8DStc9LgABAABJREFUtAF4lREPCNpUiWK1xmJedSAGttUKrG+BoKBIjX4KyNArVrZQ2teotZkIZXLddxGFue2rAhri7v6lozSC7GMc/ReRjz+IqYGC2DntiUlS8jQiAZVa6541okFZ1l705/N6jsxrX4Un4Qm42uds7VNYWBrrs6ZH9SzPeUWG8DD6JfXsHCltasmD6BdUtkiPNfXbJwMpb5a3hAXFjbTP+/vRL5hy/U8ex4RhY2SaS62Co4SxOeNdm7H50VXCkuMB2NS4D5//8yv9zmznn9CGBMZHSeU/O7sLgHalKzO/bse3Jud/DaE4EggEAoFAIBBkSeorV7G0zGYZSUsvHrjBWTqWZqFUECiMbYkLvUpyqDYwrEwv/cVFbpT+AhRzYxkxN5Z9cNmbBAVHatwzkkOvY+rc6a33rYx+gsLcEZnCIPfCb4DvpCpoVClUXOwHgNy4GOrEGOLvHQNAlRiN3CgLV1OhONIhPkVFxbkn8Q3XWlF2q6a1KPq+RUUWdKiKuZH2tdnOLG/K8dm3TtDdqTqVLQs/ULhKraa65yJpf3PjvpwJ8aVrWVfpWA+nGnluzy6DkmjRK5ewrCyTCpP5dTsyv25HopITWe59lr7l3fjtyS3+Cn7Az69iM73sN5O+p7dz4pkPANNrtn6rMv7XEA5/AoFAIBAIBIIsSYl4gEzPBEUWWdIsP/4+0zGZrOAssPWtdGNpyPQzKI4M3t7Xb8H7T+TFH3hxsDuqhJfZlkl+cZOY22tJen6lQPtO8D2AfjGnAm0zIymhj1CG+aNO0Qbhfl1JpE6IRvPqXEaE4khLWHyytJ2mNALYezcEgBLmhpLSKK/89uQW027+xZhL++hzahuKTeMZeu53/nf1UMEI/Yq/gh4w+uJevri4R+f44H92EZIYi0fFj9+o3YoWdlzsOIZ17r2kY4vqvn2lK4CloTHT3dqgL1fwc8PulDfXfjRoZu+MtaEJGxqly1jJ4u3EEfuvIiyOBAKBQCAQCARZkhxyBX1LZ2RZpDHOqMhJP1hwsYbMPvqMsBMjpH25fnr2Iple4cUFUyVFoDDSZpXSqFXEem3CvMrAAnXDE7w9oq8vJc5rMwBJzy+S+PQvrBrNzhTE/dnO9Jds68bzUJiWwrRSz0wuYPkhNcIbZcR9lIrCiRekSU23snsypQYVFvjoZDoErcWRzDBz5i+hONKy5MwTnf3apS24HhQt7esr8m9nsdtPG1/q5PNH0rFNj7QKyUnVm2OVxf3ID/HKZJz+mE1EckKO5T6yLPHGfdSzK0M1q5L4xoZR1swa0xxiYr0typhZsbpBd9oe+wUNWlfC0qaWrHXvyadlXLEwEPEiCxOhOBIIBAKBQCAQZIk6KQJ96ypZnpPJM7veGJdrX2B9y2RykClAo8p8TlE4LwhxD37l5V+DcPR4TKzXJqIuzwYg0e8vSnTaXSh9CgoPjUZDxD/pmcFeHhmARpWEsVNrTCt0lY6rU5N06kX8M0naNqvcB3VyNEnPL2PilD9XmPi7PwNQrNqIXEq+GSlh6ZkFU0JfKSlUuoojdWI0EZd2ZaorM/xvW+3dDI4mLD6FrdeCGNGgLDeDovmqkRMDamnT3M/9+zGxyam5tJI1wQnR2Z47/8KPjo5Vc6zv6X+P0MRYRlRukOX5jY+uZFIaLa7XmbEfNeFaWCAfH1zOtib9MNL7d8pBYz19ZtcuuGd6QdCiVAU8KtajV7ma0rGhld7MskqQP4TiSCAQCAQCgUCQJRplQtaWRaATs8W21S+YVe5X4HFczCr3I+7+NgAM7Gqm963/777YZ0fU1fkABG6sgGHJ9Je2BN8DJDw5hEl5EXj1fSI15qnOvkalVRBplPE6x5Xh3gBY1B5H9PWl8MqaQZWkzdwUfnaCZLVkUr4D5q5DUJjYY2hfR9ueRkPY8eHI9Iywbb4yvf+XNzCp2A3rpgv/9Vieb/4CqxZfYuSYHgT+yfeuOmWSAu+iTopFz7IUqVHPtGOIi9ApU2r4NgyKl0f+DliQFCW1l56Vtj3qlqFud0ud89+1qMibkJiq5PLLAGm/jYMLmxr3YffT24y57EmXExtRfb4ohxag+9+bAbJVHHlHhVLZojjH247A8bdZAIz9qAkAdWwdc23/fUYuk7Mug3ua4O0hYhwJBAKBQCAQCLJErUrUcRHLSEYlkUzPpFCC/9q2WI3j0KfYNF+FWZUB0nF5Dq5q8b4HSAm7m+++UsLuoQxPT7+tinuGkWNzaT/0QDeSX9zMd7uCokMV9xwAh0G3dY8nhunuJ4QCUMxtNPafHsbK/Uf0LCuQ6H8cjUZN/MPfpbIJTw4TeqAbz35tyMtjQ0kJu8eLw32I895C7J21xN7bCIBByCFSI7wwc+mTpatnflArk4k8tYZnG4boHM/oqgbwZEp1NKkp2HacTMnBazCv24NE30vaazBiOxUWPcXSfQAmFRv+K3k+NOo4WhRIO0q1il1PdJ8R25r0o4SxOV9VbURtm9K5tpGcwWJs1q1j0naKKpXwJK3C81H0S1yt7CllYsGq+p9yrsOoApFfIMgJoTgSCAQCgUAgEGSJKjYYhUnWWYH0LMpJ2/LX4sUUFDI9Q/TMHChWfbhOrBmZnlGmshqNBo1GzYuDPXi2K/8vxrHe2141ru0nNdYfub4ppfqlB0tWxYfmu11B1kTf+onIC9MLtY+UsHsAKIyLU9rjEcZO7QBQJ0fplFMnRwIgN7TCuGxLLOtOxMC6ColPjxCyrwOa1ASMHD/BtuUaTCt2l+rFeW8leHstEh7vw9ipLQBhJ0aiivXHKHgn+vYNMHHu8q/HoY5/JZ++7rzXsyyZZXk9ixJYfTICfav0oPZmbp0xsHP617J8CCQp091fDw+ph6yAYrMNOLODYee1SsZNjfuwvWl/nTT2X1TRPpeSX3MnHH1xLzNvHuNaWCAmW9PdJH+4ma44anV0LcV3TSc8KZ7LYQGSEuqLKu40KO5UIPILBDkhXNUEAoFAIBAIBFmiVsYiN7TO8pxhyfT0zMaOn7wtkYBsAnOrUlBGa4MQa1TJmc/nQsyNpQA4jY7j2a8NSXlxE5mBGQYZYjyF7u9MaY9H6Bcr+2aCCwBIjXtGxOlvALBqOKNQ+kiJuE/4qdGAVrGpMLbBvut+AjdXRfNaTCN1cjTI9XWCrhfvsAu/lWYkBZwEoESnPcgNzDB39UCdHE3wjnqABlXCC2xbrsascj9S44IJ2lqdsF010ANMm8wrEKVEcshDAPSsSukcNyrrBk61ibulm63LoJR2zspeKZr0bZ1QGOtmW/svExCVnmWuoJRGAOdD/QDo71yLQRXqZDpf01qryDsY6EUPpxoAvEiMZfWr9PIlsrhHVffO52F0ejbAj/YtICFVSWsHl0xlBYLCRFgcCQQCgUAgEAgyodFoQJ2abfaljO5iMvnb/Rapb1GeUv0uY/bR59Ixv1XmhJ0YKe0nh15P335xk4hz3/F0mQGp8c9zbFsmV2BUyh0AZeQjZHqGFKv5lXQ+4bFnAY3iv0dyyDWerjAhzntrofbzdJkBwVu1L+bGTu10XMVkCsNMisUEv6PI9Ux0lAgyhQE2n6xAbmSNXbttyA3MpHNyQwscPR7i6OGD06gozCr3A0DPzAFr99lSOQPH/AXTzo6kp9cArQIojZSXT4m7fQS5cTFKj9ZNx25or1UqpGUClBsJpVFGAiK1iqNmzjY0c7YpkDZjUpJIUin5onJDNjTqnWUZNxsHyplZ0/vUNpod+QnFpvGU/DVdcbrB5zIAX1ZuyMK62nhqGZVGAC9fuatV+RcZ0wSCN0EojgQCgUAgEAgEmUnLZibLXilk9JYtjTJiWNwtU0r15OeXpO2Xfw0CtDFpnu38mOhr2oCxSUH/ZGpLo9LGijF10b7wWTeej9zQEjMXbRBW60bzpLIprwIpZ+TFnwPTXd2yIO7hb6hTYrM8p0oMJ3jnxzqKrvcZdUosCf7HAdCoUwn7ewzKqMcAhJ8eC+pUIi9M0xaWKYi6Mh9VwotM7WhUyjfr/zVrIutGP+rsy/SMdCyOVInhJAWdwcA+s4VIsRojKTsyBDOXrBUBWVGsxkj07NzQyPQLzJolKUjrcpfxmjweXx4Aub4x5jU7YVK5GQB23WYhe5VNK821TW5crEDk+FAIi9eu9/2f18NIX5FL6bxhtWMKkSmJtCtdGX159m3GKrVKy39Cn2Y6dz08CICVDbrRuYxu4PMOjumWj9aGJhgqhOOQ4O0iFEcCgUAgEAgEgkwkBZ8H0Ikt9Dr23f7CaUxitucLG5lB5hdio9LNAFCYat16lJEPdc6nvLihPR79BE2q9iVOlaj9qp9mOSJT6FNmZCgWtcZq9/UMcRzqB0Cc16ZMwZXjH/5G2LEhKKOfZJJHlRjOyz8HEv7KNet1Is9PJeXFTV4c6Z/bcN8pYu78gt9qG1RJkTxdacazXxuhTk0k4p9JhO7rQGpsEMHbaxN7Zw1RVxeiUatIDrmi24hGReSFqVKsI3VKHC+PDiFoaw0C1pUh5eWdfMulfnUvS3Q9SLmxKRjYVtM5r2dehuTQq4Sd+pqAdWV5/ntTNMp4nWxo/xbrzkeJrP9ngbWnTooBQKNMQqPREHvjgHROptBHpqeP0+RTVN2iwa7LlPRzaYojYXGkQ3hCCvoKGWaGBaM0UqrTYybVt8vZjbVFKW22tkV1OwFQxtSS+IFzaVmqEgBL62ljYjmb29C+dBV+btiD8H6zONByCA4m2iDev7j3LBC5BYL8IFSVAoFAIBAIBIJMhOxppd3IwQ1NJpNJwaSLAj1Te2nb0P5jVEnh2DRbTGLgGSLOTkCVGI46JUanTmqMNlV20KbKGJdphX23w1KwZLlhugXT69YiemalsGwwnaiLM4j3+YNiNb4AtFncpLajnqBvUV6nXszt1QDE3d+OgW11itUYqZOBTpWsTZduVLppvsevjHqMXrFyOSr3Covwv7WZnALWaF1mkkOu4L8qPTtVxD//QxlxH9Aq20zKtdep7zjEl8ANzoDWSin55W2irswl4dFeqUzwjjo4jY7P1l0yDXVKHBplPArTEqgStIqj7IK6m7sOIdSzIykvtZnWVK9cF/UsnPM28DwgUxiAXhZxuN4QdbLWPSn64k4iT67WOSfPIXaRTF/rqqYQiiOJoKhERu/TWnAVlEXYxRd+0nbGYNhZsa1JP5bX74qdkRnfuKav+Tq2pTnxzEdSLMlkMg620s2i97jHZO5EPqeOrWOByC0Q5AehOBIIBAKBQCAQZMvbjl+UH8yqDkKtTMC82hBkCkMplo1GnQoaFanRT4i9u0Eqr2dZAXVKLGplAgCJAcfRqJSok6IAkBvlnJbbst5koi7OIPzU15hXG4ZMrseLgz2k8xq1rntVUvA5oi7NSjtJxNnxoEnFovY47SHN/9m76/CmrjeA4994k7rTlkJxdxkuEzbY2Jj85s7cmG/M3d2YuyvbmA8YbAwb7lKkpdS9jSf398dt04a2tKnQFt7P8+zZveeec3PShrZ58573KFVZNd76l2bZ9/9L6Ya3CB92CxqdkX0f9McQ3Zeo8U+h0eoxdzq63nscKuXbvwIgfOSdFK94gvJtnwMQO/UjvI5i9KHJ1fp+Sfn2L2u9j9dVjk4XUefjKIpC5peTcOatp8uNTt+yN505ttb+5s7HYkoci+IsxZmnfu2TL93ZrEWSm5unVM1w81qLalyLmDCzRlulyowjjan5gljt3dN/pTb7Pa9dqgY7P5lYf9agTqslNiikRvut/SeRZAmn70FqFxl1egkaiVbTdv8SEEIIIYQQrU7xuuvv1Eo0Wj3hQ66r0a6zqG++StbNwWPNrmo3x+J1llC0sqpmUdm2z8j7/TLAP+Oo1sfTaDF1OApH1nL2vGQhfob/blZeVxn2jCVkfjWZTlfsw7prXo17FPx9J6GDrkarN5P72yW4K+r/VGbKHEzml5PUOW/5hJjj3wXAlb+Z7LlqId0uNzrrvUdz2P+ZWjw8YvQD2DP+IebYOWi0BjzWbHJ/uRCv24qnNB20BqLGPETxyqcp36EWcDZ3Ph5dUESd99aHdSFqwhMoXje5P5+H4i7HY1fQGkP9gphet429r0aC4vW1OfM34S7eBVp9nYEjjUZLwv8WoNFocBXvRmuKqFErq7kpbif5v79I9JRZaPTG+gccwFW4r0Zbp1t/xRCTgimh7t219CExAGhrCVQciTxehZf/UWsLJYSZmu2+CZYwcu1lnN11SKPvEWmycE2fsc02JyGam9Q4EkIIIYQQddKHtr+t53VB6k5JZVs+9mv32HJxZC6leEVV4KgyaFR93MGEDb7Gd5z7y/kAhA68EgCvLZ+suWrtEvu+xbhK9mCMH0bctE/97pEz7ywcWf9RvlVtDx9xB46sFXisuSheN+7SfRT8fSdKtdopB7Lu+BaNsfYlSC0d7HNkrwQgfNjNJJz2M4awzuhDEjHFDaHjRRvoNDOV+FN+oONFGwAwdzrWN1Zrqsrqip36MRFH3UPkuMd8bdHHvEJw91MxhKUAYEubT9rr8eQvvNFvDq68jX5BI4CMj4aQ/9eNGGMH+XYUq01ldpEhvEuLB41AXWKW88Xt7LpvKJ7yQgAKF76JM6dmTazaKC47oUNP8WszJfY9aNAIIGTwSSRd/Rkx025r3MQPM7vyy33HX15Qsxh6Y5Q47SzO2sXdg46tv7MQ7ZgEjoQQQgghhB+vWy14bYwdTFDiqFaeTeAODBqEj7hdPVAUX1to/8v8+hhjB9VbSwfAGDcUQ2RPtMZwX20kQ2QvdMGJ5C+8AcVVBoB9/1LcxXswxg7CGD8MgJB+FwNg2/Mr+z8fA0DY0BsJ6XUmXkch6e/2YM9LFtLf6Urxquf8dolTqs0dwLprHqH9LyPm2DfU51xRKLxo5VPseclC+fav630uDaV4Pb4gljN/EwBxJ32JVh9U5xhLlxN89Z7iT/6WsMHXEjPlHb8lYSG9ziRy9H1EDL+V0IFXAaA1qNkxxjg1e6MysFeeOrfi+T2Nq3A77tK0Oh/7wO/toeLYvwVn7h7c+Wlody32fc8K/3pLvZ6xiX1zzkXxuMl8/0r2vdaw3doUpw1LH/8dDLWWiHrHabRawkedjSG6U2BP5DBVbFcDqtN6xzG2S1Sz3DPDWozL62FodMdmuZ8QbZUEjoQQQgghhB93xe5gkWMfbuWZNJ0uJImosY/Q+epcEs5cgLnz8RXtCb4+na7MJOm8lQ26nzGqFx0v2kjM8VW1kwzhXQjpe0FVJ60BV3Eq7uLdGMJSMIR3IXnmLmKOfYPky/f63S9yzIPoQpIAUNxWv2tZc09CqciqcRVuBSB68ku+6/qQBEL7X0L05JdQnCV4rLmUrH0VgJyfz60RbAqU11HM3jnx7HnJTNY36tfNkanujGZJmdrg+2h0BqInPU9o9a/RAaLGP0HU+CcxdRipjtHq/QqGe605uEv3UbjkbvZ90B9X4U40xjA6XZVF9DFzKsYeRcxxbxE2oGbdn4Z8LbwuBx5baYOf14FSZ/dl561d2HdPH0zzbqZkgfq9sO3819fHXbQfd9H+irP66yopXi+K24nW5L/cTJafBS6nTN1F8fUzBjb5Xj+mbcLudrHfqhbfj6mnKLYQ7Z3UOBJCCCGEEH5chWrdHWPsoFaeSeMlnb+ajI+Hog/vAqhLpLSmcOJO/JTcXy8kpPc5GCK6Y06ZetCaO3UJ7nYyieeuwJm7FnOXaVi6nkjEiDtwFe2gdP1blG58G4CgpHEA6EPVjAR9cAIh/S6hbNN7dLoqG63ejKLzz5DSGEOJGH4bhf/eh6c8E31IEhkfqt8LQ1RvX7+gxHF+bZnfTPHtEgbgyFzepIwxZ95GvA51aZU9YzGZX08hqON4tEHRB10K1hhag4XwYTf5tUWMuIOsfYt85xmfjPAdW/f+hjG6H7qgKF+g6MDxlfJ+epKcL++kz/vegxbBTnvmeKxbF9H3g8ADbkWL36vRVvj1HXSYqs4pKGUY9j2r8NqKceWnA6ALqT/rRXGrwQ6tIYguD67CU16I4rK16WLeze3vXfl0ijDTOcrSpPtszFKDgvGhjX/trsnPYOrvb5JrLydYb6TcrdYV6xEW06S5CdHWSeBICCGEEEL48VhzQKP1FZluj4wx/YmZ8g6WlOP92rXGUOJP/g4AQ0T3Jj2GKW4wprjB1e4dgiluCNbgqq3gTYk1C97GTH6JiOG3+OrrVO4GBxA2+HqiJz2Ls2Abhf/eR9Hyx4g55lXf9aDEMVXPsWI5lzl5EvqI7rgqlpEZInvhKtyGI2dVkwJHtvSFfuf2fX9h3/cX5gCyjZrC3PlYOl2hFobe/9lY3KVV2VqOjH+InvxyvfdwF2eT8+WdAHiKs9FHdKi1n6IoWLcuqvXagUrX/YLXXkr4UWf62goXvV1rX69DrasTc+IduAr2kfPN3b6MI5354Lv4gVrfCNQd0swpQxs0v8PNxNf+RafV4HrqpCbd586ftgBg0DV+0c3Lm/8m165+TyuDRlf0GoVWIwt5xOFNXuFCCCGEEMKP4ipFYwhp91kNoX0vQGeJq79jM9Ma1YCApeuJtX4NNXoThsiefm1x078hcsxDRE18GsB3vXTDW5TvnAuoQSiNzkj00a8Q2n8mGq3ON77yeWr0ZpIuVLeZV1z+S98CoXicFC17qNZrof0vafR9A6WzxKGzxKF41TfppviqrCND1MGLQwPsfaYqcOjKr7su0r6XTvUdu0vz6uznKS8i/blpZLx2lm/5m6esAFvqUowdeoLOgC4iEXe/UzF2Hkrx8s8B0JrDAQXFaWPfqxUBpwYEG7xOtd6YxlB3PakjgcerYHW2/g6P+Y6a/6bO6zasFWYixKElgSMhhBBCCOGn4O87UZwlrT2NdksXrGZqeay5DR4T3G06ESPv9GUfVQ845cw7E2P8cBLO+BOAsIFXEHPsHL/x8Sd/S+SYB+lw+u9oNBoMkT0pWTen0XWOvHZ1iVpIv0uIGH0/CWf+RewJ72PpcRrB3Wc06p5NUbkEL2bKm0QfMwe0+gYtpXSkrfMduwrqDhyVrv7ed1y+6c9a+9h2rWTbNVW7sFVmKNn2rgZFIfnGH+j9egmJ96xACeuAc+9qsj64GgBjh541iq97nfUH9hQJHPmc8t5KXB5v/R0P4rKjmlYovKji+1HpzxOuYmxcSpPuKUR7IIEjIYQQQgjhE0iwQ9QuuMcZAOhDm/YmNeX68qrlaJ2O9sswOpAuKIqIkbMJSjgKgIiRs/GU7cNVuK1Rj122Tc2UCRt4JZFH3U1Q4hhCep9L/ImfN+p+TaWzdMAUPwJjdD/CBswk5boS31K/unjKCvzO8395tkGP5di/pdZ2686lfud7n1B3OrPv/g9tUCjG+B5ojUHogiPxdB7j19cYm0Lk5Kv82ryOsnrn4sxJBcAQndyguR+O9Fo1iDp/Rx7L0wobdY/KgNOYlKbtpratOAeAG/tN4P7BU5jYoWu7z8wUoiEkcCSEEEIIIXwc2ataewrtnkZnpOOlO4g57s0m3seALkgtulu9KHZDBCWNB8BdUneWzcGUbnofc8pUX+CqtSVftpuEsxb7zjXauku1Zr5/NbZdK3EVqEWoo0+aDYAtdRmlq79H8Xr8+iteNagQddwNmDoNIu/7hyha8lGN+7qL9qMxWki8rKoQduZH12Pbs4qglKFotFVvrZS4PuijOwPQ4zm1NpNGb6D7M7uJmXE/ERNmolTUPzqYtIqldsa4ptXjaq9K7C7cXoUT+6hLMSe8+m89I2pXbHcBEB7UuBK/RQ4bs5bNJddezrj4Ljw78mTuGzJFahuJI4a80oUQQgghhI/irv/NrKifIawzWmPTt0w3d50GQHDX6QGN0wUnAFC07OGAH1NRvLiLd2HudEybyabQaHV1Zlx5HVZfXSKv007hwtfZ/eBIyjb8BkDkhEtJukbNlEp/cQblW/yLfnvK1cwkS+9JuAszAMj78TG/PorXS/GSDwnqNIiI8ReTdPVnABT++QqlK78mKKVmnZuOj2ym7wcKhuiqzDNjbApxpz6ANigEr72M9BdnsP2m+rOJqgeljiT55WrA58YJXZt0n582q5lCjd1RLfrTe3llyz8APDm8aUW6hWiPjsyfQEIIIYQQolbeioLKyZc3LlNFNK+wgVfR+boStKb6d+CqTqMzoAtOwFW8K+DH9JRnorhtGCK6BTy2ofJ+epLUe+qvUdQQux8Zw/brYgHwlOb42nO+vAMAfVQyYSOrdkDz2vzrd3lK1DH6sDgMsWqAwpm5FXtaRZFxt5N9r/4Pd1Emtt3/ARA+6mx6v1VVo8jSc3xAc9aagvE6yihd/T3ugn2+dkfWdnbc3BlPeSGl634GIO7MJwO69+HE7lazw4L0Ot7830AA3I2oc3TJF2sB6Bsf2qT5/HvS9YyK69ykewjRHkngSAghhBBC+ChuG2i06CzxrT0VgZppo9U3rjByxMjZeB2FKEpgb7RdRWpdHX0zB44cWdvZfJGGzRdpyPnyThzp6yn8623yf3+xUfez7V3D5os0fgWw3cXZfn3M3UahNZjQaDRYek8CatY+cpflA6ALiabTLT/72ve/dzkA+b+/SOl/36qNHpfvutZopvNdi4k780lCh5wc0Ny1JjXjqFLlcrnifz7AlZ9G1qc3k/H6uQCEDDoxoHsfTmyuisCRQUt8iJotlFvubPT9IsyG+jtVs604B917twIws+dRHBUrQSNxZJLAkRBCCCGE8FHcNjR6S5tZoiQaTxecAF43XlvV9vJFK54k7c3kg+625i5KBTQYwro063zy5z1Roy3zvcvJ/uRGFLerlhGq4qWfUfTPBwDkfHsfWZ/cpI595zK/frbdq3CX+AeODDFVb/RTZi9EGxyJpzzfr4/idgDqzmX6kGg6Xq8Giey7VqC4XXjKqvqn3OtfIDu413hiTrw94KVkWks4Hlux7zz7i9vZ9cBIX/2l4n/ex2stJnzMBQR17BfQvQ8nH61Ss7EsBh0dI8wApBfZDjakVgMTwrh2bErA4/p++5TvOFx2thNHMAkcCSGEEEIIH8VtRWOwtPY0RDPQhyQCYM/429dWsvZVPNZsnDlr1Gv7l6F43X7jXMW70IV2RKNveD2YkpXfqNk/WTvq7FNZSwgg8YoP/a7Z923AuuNfvM6aQYGM189l/1sX4yrcT973D1Pw+ws4snZg37var1/Zhl9xZu9EYzCRMPMdAPThCX59tKYQvAcUpVZcFYEjvRGAsOGn0uW+5QBsvzGJ0tXf+/pauo+q8/kFwhDZETxVX/eCX5/Fvnsl+T/5L0szxDZv8K692VdkJ8pioFdsCF2i1J9L761Mb9BYq7Pq62t3ewjS170rYUPoj9A6U0IANK6svBBCCCGEOCx53Ta0OnNrT0M0g8oC2Tk/nUPK9WVodEaM8UOx7f4ZZ94GCv+9H9ve3wjucQbhI27DFDcEr6MEjzUbnTmmwY/jdTnY98oZAGR9eA2db/+j1n62XSux9JpA5zvmo9Hp0RotZH9+C668vRT/8z4Ff7wMQJ93XSgeF1kfz8LSc5xv/I4bk3zHeT8+CoC5x1hsO5YAkPvNPWpb9zFETrgUY0wK5u5j/OagNQShuOx+bYpbXfpUGTgCCOo8GABPaS6e0lwAuj66ocFfk/pUL5hdG314B9zFWYQOPrILMRdYnUzpGYtWq/EtM3tj6V6uHp3CwMSwOset3lfE8Bf+5vlT+vHzlmy255YTagrsra/L60GDhkt7jmRQZALTkvs06bkI0Z5J4EgIIYQQQvgoLhsagwSODge6kET0YSm4S/bgKtqBMboftt1qDR9PeRa2vequY+U7vsaW9ifJl+9l75yGB4zse9eS/tIMXHl7fW3OnNRa+7qLsnAX7Sf+7KfR6NS3IGEjTidk0IlsvdzsCxoBbLm0qg5N0aK3ar1fccXStejjb2RfReCoUshgtSZQcN+ja4zTGEy+DKNKiqdm4EijNxLUaTD2tLUApNz7L0Ed+9c6l8bQR9fcSS3pqk/IeP08DDEpdH96J87snZgSejXbY7ZH+VYXfaoVtI4JNpJX7mTki3/TPcbCxtsmoyhKjaW1m7JLAbjp+02+toSwhmXQeRUvWo2W3aUFKCic1WUwxyT2aIZnI0T7Jfl2QgghhBDCR3Fb0ehlqdrhQKPRknjuCgDyF9zgC5AAFP57r19fr6OIzM8D2xks/cVT/IJGAEHJA/3OFUVh35xzSXthOgBas3+WiNYYhLnbUfU+Vo/n0gjuewyJl73na4s762nCRpxB3w8Ukq76VL1fUCjRx91Q530c+zZS8MdL2Pdt8i2L82Uc6Yx+fbs8tJqUe5fS+a7FWLqPrneOgdCaQmq0mXuMJfb0R+h85wI0Wt0RHzQCyLc6ibJUBRJXzFJfo06Pl83ZZSxOzUd32zw2ZPrvlGdz1SwIHxNsrNF2oHtX/ULEx/dQ7nKwqSgLgN7hcU15CkIcFiRwJIQQQgghfEo3vIUzZ3X9HUW7oAuKANQ6R46sFTWuJ56zlMgxDwHgzFvva+90VdZB75v95Wxc+WmYqgWKIiZejivfv/6MuyCdkmWfYa/Yxj5k4LQa94qcdCUA3R7fTOwZj/ra4858kg7nv0zPV/MwRCfT+Y4/iRh/se+6MTbFdxw++hz6fqDQ+40StEE1gzKVwo46C4Bdd/cnb97jKF6POjeNFo3BPyNFo9Fg6T6K4F6BBdQaonp2UyVDRAKxJ9+N8Qiva1RdgdVJdLWAT0qUhTMHJfrOJ835F4Cj5/zL7J+3+Iq+V+7GBjCxazQvn9qf43vF1vt4j62fT7nbya7SAm5cNpeuodEkWupeEifEkUKWqgkhhBBCCICAt20Xh47HVoLXWoyhliVO9Yma8BQFi28n86uaS7d0IUmE9ruEwn/vAyBu+jdYup500F313GX55P+k7pAWdcw1GOK6YYzpQvGKLyj572u/vjtu9t++vLbdx8LHX4yl90SMcV2J6dCLkP7H48zaRtiI/6HR19w+vceL+8n+7BZCh51W/5M/QMdrPmfzf9+Ax03e9w+T9/3DVXM7hDsJVn8sS+9JxJx8d63BpCOZzeXB5vL6ZRwBWJ2eGn3zrS6eXLCTS0ckY9BpfX06R5q5ZGQyFw6v/9/NjuJc3/Hg758F4IvJF8gOk0IggSMhhBBCCAG4ilLJ/e1SAOJO+qKVZyMOtO2qcAD6fqAEPDZsyA0ULL7ddx530hdYd/+C15aPzhKHRqOl4yXb0RqC0VlqZmXY923ClZ9G6KCpAGR/erPvmi40jpB+xwJgCE/AW17Itmui6flKrl+QSGMKpufz+2qdn0ajwRjXVT3WajF3GYa5y7A6n48hIoGOV38awFfAX9f7V7LrviGNHt/cQoed6vsaiiobM9U6RVFm/4DalF6xzNuSjUmvxeH2svDq0Ux5cxkuj0KvJxcC0Dc+hD5xIWy6fXKDHsvmdvFj+qYa7WPjJPtLCJDAkRBCCCGEAAqW3I0jcykAxrihrTwbURfF6601a+dgNBotlu6nYt35HQDB3U8luPupfn0M4Sm1ji344xWyPr4egMSZ7xIx4RKcubt814M6VwVgKusXecoL1C3vq2Ww9XmzLKA5t6SgzoPp846DLTPVpWmd71yA11baavPRGhpWtPlwlZpXTo8nFvD1RcM5bUCCr/2ol/4GYHRKpF//a8emcP6wjngVBY9XITbEhP2JE9HdNs/XZ3N2GTdN6NrgOQyc+wy7SvMJNwZxec9RPLPxLwCiTVLvTQiQGkdCCCGEEALQaKs+1dcHJxykpzjU3CW51Y6zG3UPjT7wnfIUr9cXNALY/86l2PeuxbZjCXFnPkHfDxS/OkPVC197bSXYUpcBEDXlxkbNuSVp9Ea6Pbmd+HOeI7jPZEKHntxqc1G8R+4SUZvLQ48nFgBw8/c1M366RVuIsvhnHGk0GiLMBqIsRmJDTL62A4tf3zG5e4PmUOSwsas0H4Bip537h0zxXTPqJM9CCGiDgaOsrCyGDx/O8uXL/drPOeccevXqVeO/DRs2+Prk5eVxyy23cNRRRzFs2DBuvvlmcnJyDvVTEEIIIYRodzQ6U7VjqbXSVuT9+Djbr6/a1Wn3AyPwOqyB38jrAsDceUo9HasNcdTMEsr76Um0pmAij76mxrXqgSNn1jbK1v+KPqoj8ec+F/h8DwFThx5En3BTa0/Db7e7I82VX63zHWeW2n3HOaUOAG4Y3/CsoR13Hk3f+KrC6LEhDfs5Fv1p1Q6D/5x4HRa9kaHRSQ1+XCGOBG0qhJqZmcnMmTMpLfVPFVUUhW3btnHJJZdwwgkn+F3r1q0bAG63m8svv5yysjIeeOAB3G43zz77LDNnzuTbb7/FYKhZWE8IIYQQ4nDjzNuAIaInGv3Bl78oioJt7x+YOx+HRqNBaww9RDMUDVW26U9yvr7Lr81dmEHu9w8Rf+YTAd3LXarWF4oc82CDx9S2fKtk+ecEdRmBzlzz9aIzh/uOc394BOuWhYSPvVCKC9fH427tGRwSiqKwPrOEQYnhvLVsL1d+XbWL35zTB3D1NxtYk1HMkKRwRry4GICxByxTO5hws4GNt03mz+25TOgaHfDrbmBkAqPjUgBYPO06Cp2NCNAKcZhqE4Ejr9fL3LlzefLJJ2u9npaWRnl5ORMnTmTw4MG19vn111/ZvHkzP/30E927q2mJffr04aSTTuKXX37h5JNbL/1UCCGEEOJQcJemk/HxMMKH30bUuEcP2rdk3WsU/HUTCWf9TVDCUSiKB40hhITTfz9EsxW1URQFxWljxy2d8ZTm1drHay9Tlzd53Q3eictdloHXqmDfsx1TfN2Fp6vzWItqbTd3HVlru6HaNvLWLWqRYkuvCQ16rCOZ4nG19hQOiT935HH8m8tqtF88PJlzh3Tk6m82sDajGJvLQ3qRmn00tGNEwI9zbM+aBd4bIim4KvBp1hsw68MP0luII0ubCBxt27aN+++/n3PPPZcxY8ZwxRVX+F3fsmULAL17967zHv/88w9dunTxBY0AunfvTrdu3Vi0aJEEjoQQQghx2Mv4ZAQAnvL99fa17qooJFtRwNhTnoWpw0hMHYa32PzEwe175Uw85QVYek2oETTSGIIwdxmBdfvfFC16i8L5r6IxmOjztr2Ou/nTBydQti2VjG3nYojpiqXbUfWOSX/xFN9xrzlFuPLT8DrKMXep/TVSW5HniPGXNGh+R6IOF75G1ofXEDp0RmtP5ZD4K9X/NR1s1HHV6BRmH9Od0CA9ozpH8sOmLDpnqgWpT+3focXnlF2RVffYsGlc22dsiz+eEO1VwIGjo48+us60P61Wi8VioXPnzlxwwQWMGDGiQfdMSEjgjz/+oEOHDjVqG4EaOLJYLDz11FMsWLAAq9XKqFGjmD17Nl27quteU1NTSUlJqTG2U6dO7N69u+FP8ACKomC1tl6aos1m8/u/EIczeb2LI4m83kVL8NoLAHDZy+r9+8VTsQzDXl6E12rFWZiKIXZIi/zdI6/3hilZ+RUAuoS+fu2dXsgBjQaNzsD+R0fjylQ/VFVcjgZ/v4ydrwb+ASD/7w9xGcMwRHeus3/pkg9w5aQCED/rJxwYIFotEWFzOIHa6/IkP7UHjd5E2s1qgXWbvWGBrcNJQ1/vQaMvImX0RXigVd9vHAq7Cqw8Pn+n73zTTWPoHFlZsN2N1eqmf5yFt1dm+Po8M7V7i39dXtuk7tx2amIftC4PVtfh/X1oCfLzvX1TFKVByzoDDhxNnz6d9957j+DgYCZNmkRMTAz5+fksXryYwsJCjj32WPbv389FF13EO++8w+jRo+u9Z0RExEGvb926FavVSlhYGK+++ioZGRm8+uqrnHfeecydO5f4+HhKS0vp3LnmL7/g4GDKy8sDfZo+LpfLl/HUmvbs2dPaUxDikJHXuziSyOtdNKeoiv+XFmWRWc/fL6HWcgxA2p6duPONROavp9QymIwW/LtHXu8HUZ5H5dvowt0b0AH2C75GU5TOtl1pvm6acbcT9FVVFs+W1UvBHHHQW2tTF2L66TbfeenC1yhd+Br2879CiepS6xjzx2rxa9eoq9ijxEOAr4vK59IW/o5uLfJ6rzJnfQkAD42OYHRCENasPWzJ8u9jdlbV1JrexUzBvl0UtNB8tloLKPY4eGT3XwCU7t3PFurP1BR1k9d7+2U01r/kOeDAUVFREX379uWdd94hODjY126327nyyiuJjY3lxRdf5K677uK1115rUOCoPjfddBOXXXaZL4Np+PDhDB06lKlTp/Lhhx9y2223oShKneObUpDPYDD4LX871Gw2G3v27CElJQWzOfBtVIVoT+T1Lo4k8noXLSFb/fCcYKNCcp8+B+1bsD0IVwmEbrqF0DFPUgrEdz0Kc6+Dj2sMeb3Xb8/VVX9X6/evRtEZ6D1mao1+3u5dSPuq6jz8l5tJvHvpQe+9//srqvKDNBqo+Ls59K+HSLq7Zs0ZRVHYW3EcExFGZD2vpdqkhydg7n88KY0Y297J692foih88MVCesRYuHlq3fW17u/u4ZvdS9lf4uCBkwbRKza4zr5NNfKL+3zH30w4nz4JPVvssQ538npv33bu3Fl/JxoROPr11195/PHH/YJGAEFBQVx88cXceeed3HPPPUybNo1Zs2YFevta1VbbKDk5mW7durF161YAQkJCas0sKisrIzS08buEaDQaLBZLo8c3F7PZ3CbmIcShIK93cSSR17toTobofrjyN4G7vN7XVVG1z9VK/70DgMi+Z6I1tdzrUV7vtXMXZ/udK/YSwsddVMfXykL3p3Zi3bmU/W9egHPfeoIMulrrC1XSVNvu3dx9DLYdSwBw7dtQ62N4yqryPKLHnU9QI75nvV6S7A15vau25ZTh8SqcPjDxoF8PC7Dvvil4vQpa7aHbie+Ezv0I0ssO3E0lr/f2qaFJNtrG3LyupV+lpaW43ep2knq9vlm23nS73Xz33XesWbOmxjW73U5UlJqU3aVLF9LS0mr0SUtLo1u3bk2ehxBCCCFEW6c4ywDwOmtuo16jr7fmFuAaY1izz0nUr+CPl2u0BXUeWmd/Y3w3wkedjcYQBMDWy4JwF2XV2d9rV18PhpgUFLfD71r1IFEl+74NAHR54D+CkgfU/wSEOIjVGcUAnD04qUH9D2XQCJCgkRANEHDgaMyYMTz33HM11itv3bqVF154gbFj1Wr0f/zxR7MEbPR6Pa+88gpPPfWUX/umTZtIS0vjqKPUHSHGjRtHamqqX6rVzp07SU1N9c1JCCGEEOJwpShePNYsdCFJKM6Sevs7c1b7nYcNvalZPvQTgXMXZ2GI60bPl7IIGTwdAF1w1EHHaHR64s951ndeWVj7QIrbhcdaBEDS1Z+hs0QA6o5eANuujcaZt9dvTPYnNwIQ1HlIoE9FtFNujxeby1Pn9dwyB1ZnzWBzfT78L53zPlF/1oSYdI2eX3Oyuqsy8O4ZdGwrzkSI9iPgwNFdd91FUFAQp512GlOmTOHss8/muOOO49RTT8VsNnP33Xfz+++/8+mnnzJz5sxmmeT111/P6tWruf3221myZAlfffUVV155JX369OHUU08FYNq0aaSkpHD55Zczb9485s2bx+WXX07Pnj2ZOrXm+nAhhBBCiMOJp2w/iseBMXYQXkcRe99IxF2aXmtfV+H2Gm2Ro+9v6SmKOngd5RiiO6EPjydk4AkAaPT1Fys1dujlO3YV1PxeK14PW2Ya8VqLMXUahKX7KJKu+pRuj20ifPS5vn6pd1bdx12UhT1trToHbaMWJ4h26OyPVxE8+2dsLg8z3ltBgbUquKIoCvEP/M5ZH63C5fEGdN+LP18LwO2Tu9Mlqm0sY9pXXuw7PiNlUCvORIj2I+AaR7GxsXz//ff88MMPLF++nIKCArp168a1117L9OnT0el0dO3alS+++IKBAwc2yyRnzJiB0Wjk7bff5tprr8VsNnPcccdx8803o9OpkWuj0ch7773Ho48+yr333ovBYGDs2LHMnj0bvT7gpymEEEII0a64incBYIobjG33z3htedjSFhLa78KafYvUvh3OmE/J2ldAo0FraBtv6o5EXqcVrUmtHxox7mJcBfsIHXpKveMM0cm+Y6VaFkWljDlVwSFH2joA9GGx6MNi/fopLgc5395H3GkPUbLyawBiTrkPcWR4e/levt2gLnWc+cVaftiUzZDnFvH2mYMZ3yWK//YVAfDTlhxOe38lP848qkH3zSlVl0VO6hbNEye2nSLp+8qLfMedQyJbbyJCtCONiqgYjUbOOOMMzjjjjFqvN2UXsqOOOopt27bVaJ82bRrTpk076NiEhAReeeWVRj+2EEIIIUR75bXnA6AP71rVqNS+tMRVnIpGZyIoaSzmjuMPxfTEQSiOcnShMQBoTRbi//dYg8aZOvSk95vl7HlsAl6nzf+eikLJii995wmXvl1jfHC/Yynf9CcAed8/jKXneLI+vh6AuNMebNRzEe3LviIbV3y13nf++Vq1qHl6kZ3j31zG7GO6U+aoWsL205acBt977X41s+fV09pWnawsm1rzq+C8hwkzBrXybIRoHxoVOFqyZAkLFy7EZrPh9fqnK2o0Gh57rGG/7IQQQgghROO4ivfgLtlL1jfHkXx5Gt6Kwtj64ERfH48tr/ax+VvQR3RHo5GlSG2B11GOIaZzo8ZqTRY0RjPKAYEjR7pa4Dpx5rtETLik1rGdb/8DR9Z2sj+5kbL1v5D14TWNmoNovzZnq0GU988e7FtWVt0bS/dSYHVxQq9Yft2WS2LYwQMtaYVWUh6dzzlDkthXZCMl0kz3mOCDjjmU/srcyQWLPwUgzCBBIyEaKuDA0bvvvstTTz2FyWQiKiqqRhFFKaoohBBCCNHy9r3X03fszFmN4iwFnRGtOdrX7rHl1zrWVbQTQ1SvWq+JQ8/rKPctVWsMrcGM11UVOHLs38Kue9XaLabkg5eOMHXoSadbfmbPE0dj3bKw0XMQ7VOhzQXAyf06ADA4MQynx8vmbDUQXWBVr183rgt9O4Ty0+bsg95v7kZ1ydtnazIAeGxabwy6thOgfmf7Ct+xvG8VouECDhx9/PHHTJ8+nUcffRSjsf6ifUIIIYQQomXZ9y+leOWTAGiNob52jzUbT3k2uuB4v/6K24rW2OmQzlHUzbFvg68odmPYUpfitZdRunYeoYNPInV2X981Q2xKg+5hThnmCxx1fXRjo+ci2od9RTbO+XgVS/YUAhBm0vPTzJEMTAzj5HdX1Og/rksUy9OK2JZbjsvjrTMYVGz3Xx57XM/YWvu1Bq/i5dNdq+vvKISoIeDwb15eHmeccYYEjYQQQggh2ojKoBGA1hjmOy7f+ilpbyWjKIpff8VtQ6OTZRqtzb5vI5svNQBQvnlBo+/jtavZIenPT8eVX7W7miG2C/qQ6LqG+YmedhsA8ec8R1DHfo2ei2j7FEWh0yN/+oJGAFqthql94kkKNxNiVHMLbpnYDYArRnUmLMhAZokdUJev1aWkWuDoxRn9GdYxogWeQePsKKlaumvQ6lpxJkK0PwEHjvr27cuOHTtaYi5CCCGEEKIJQgdcjqZaxlElxX1A4WS3HY1eAketrXDhG+BR32ibuwxvlntmf3Wn77jLfcsaPE4fFkffDxSiT7ipWeYh2q559Sw3CzaqQZXzhyURH2rilolqwf1zhiQBkFZkq3XcV+v28+yiVIZ1DMf7zHSuH9elGWfddEXV6oBd3rNhO8MJIVQBL1W76667uPHGG7FYLAwaNAiz2VyjT2JiYi0jhRBCCCFESwrudXZVJpHWAF61PoniKgODxddP8TjQ6EytMUVRjSG6qiB2h/NfavR9Ymc8QO7cBwAoWfqpr10fFtfoe4rD1468ct9x12gLT5/U1+/6c6f0I+TXbfTvEEbm/VN87ZO7x3BCr1g2Zpbg9SpotWqNoAKrk+nvrGDpXjWDKb2OwFJry7KqhcDvHHg0Dw45vpVnI0T7EnDg6JxzzsHr9XLXXXfVWVBsy5YtTZ6YEEIIIYQIjCGiKxqNhqTz/kMX2om019XAgddVjg4o+OcuDJE9KzKOan74Jw4tr73Ud6zRN74MRNjoc32Bo0rdntja6PuJw9vGLPV11zc+hI23Ta5xvXdcKF9eWHsGXEJ4EO+tSGfo84tZe8tE3B4vp7//ny9oBJBT5myZiTfRfmsxeo2Wh4eegFZ2lBQiIAEHjh5++GGpQC+EEEIIcYgoXg8oXjQ6A4rbARotGp3Bd11jDKXTFRl4yjLQh6hLSYyx6k5aQR0nYt+3CMVVhtdtp/i/ZyoGadG2g6VqiteL4rKjNVnq79wOecoLQKOl2+Obm3QfU4ce9Ho1n23XqvWMOl73NaYE2TVP1G79/hJig438dsWogMdaDOoytvWZJZzy7gpmHtWJRbv8d2/84dKRzTLP5pZhLSHBEiZBIyEaIeDA0WmnndYS8xBCCCGEELXInnsytrQ/6HKjkz2vRmCI6kXHC9aCVg9eN/HTv0arD0Ib0a3G2OhJz5Px8VCsu37G6yiquqB422xxbEVR2HKxlqjjrkdriSTv+4cA6P1mOVqThdTZ/QgfdyFRU25Ea2jfy+085QVYek1oliCPLiSK3m+rxYvb+9dFtKx8q5OZR3UiKTzwrMPKwBHAj5uzObpHjN/1p0/qy0l94w8c1iY8vn5+a09BiHarQYGjuXPnMnHiRCIjI5k7d269/WfMmNHEaQkhhBBCCABb2h8AKIoXFA+u/M24inaC10305JcxJ9dcalJJYwgBoPDfe2tc05pjarS1BYpLDX4U/PGyX3vJyq+JGHchjv2byfnyTtwluXQ455nWmGKTla7+nuwv78QQmYQuJKrZ7isBI9EQZQ43oaaA8wcAiA/1f41tz62ql+R9ZnqT5iWEaLsa9BPjzjvv5MsvvyQyMpI777zzoH01Go0EjoQQQgghmpnXmus7zvp2GgAeW25d3QHQGoLrvBbc83/NM7FmVrm1/IEcGRvVZXu+802HakrNbv97V+ApycGZuZUOF7zS2tMRR5hSh6fRgaOu0eqy0bMGJ/LF2v38l14EwDcXNc+ugLVxetzoNFp02qYtMQszBHHPoGObaVZCHFka9BNj/vz5xMbG+o6FEEIIIcSh5S7frx5oDXis6nba2qDIg47RGENqbQ8ddHWbrVnpddQeOPKUF+K1VRWT9hRnHaopNTtPSY7vOGxk2wzgicOT0+3F6fES0sjAUXKEurxtUGIYX6zdz8r0Ii4Y1pFTByQ05zT9mD+8kxmd+vPNMRc3+h6KolDqchBqbJtLdIVo6xoUtk1KSsJoNPqO6/tPCCGEEEI0L09ZReDI68IYOwiAsIFXHnSMVm8mavwTNduNYc0+v+ZQuPAN9r18uu887syquXvKC0l/aQYAIYOmYU9bi8dafKin2Ox0lojWnoI4gpQ53QCEmnT19KzdsI4RLLpmDLdN6u5rm9IrtlnmdjBz0zY2afyirFQUFMJkOacQjdKgUPMrrwSWQnvdddc1ajJCCCGEEKJ2HmtVloojcxmh/S9Do63/T7nwYTdTtOIJvI4iQvpfStnGdzHUUki7LSj48xUc+9Q3iImXvUf46HPJ/e5+FJeD0v++8fWz9BxP2bqfKVv/C+Gjzm6t6QbMnr4BY3wPvzaN3thKsxFHolJ7ZeCocRlHAOO7Rvud94ipe0lsU1ndTt9xocNKZCN3WDzm19cBiDAGXhBcCNHIwJFGo0FRFHQ6HZGRkRQXF+NyuTAYDISHh0vgSAghhBCiGSieqjdNtr1/NPo+hsieOLJWYIwZAIApYXST59YSqgfCLL0nodEb6f1mOfm/PkfOF7f7roUOP528Hx/DvndNgwNHrsL9FC/9hOgTbkajbVy2RVMoXg+77hlIxKQrDvlji8NXZomdmGAjBl3D6v+UOtTAUWOXqlV3zZgUXvt3Dx1CWy6LJ7va8tT8JgSOKg2MarkldUIczhr0E2br1q2+/9577z0iIiJ47rnnWL9+Pf/88w8bNmzgzTffJCIigtmzZ7f0nIUQQgghjgjVi1+X7/ja71pQ0tgG38fcWS0IG9r3IpIv240xqunbv7cETbVsAH24uqW3RqsjpP8UX3uv1woxdeiBMbEPxf9+jKsgo977Fvz5KjtuTCLni9vZ/9YlzT/xBvBWLKsrWfFlqzy+OPwoikLSQ39guuMnv7YduWVkltjR3voj/+4p8F3LK3dw2ZfrgKZlHFV6enpfPjlvKJ0imxbMORhntYL4BQ5ro+/TLTSam/tNJNES3hzTEuKIE3Bp+oceeogbbriBadOmodNVfVozYcIEZs2axfPPP9+sExRCCCGEOFI5c9fVaKvMGtKaGv4GKGLUfSRduAGtMQR9SPuoR6mtFkQK6jSIhIvfoPPsReiCIwCImnwV7qL97LipI9ady2q9h3X7EjZfpCHro6ps+OJ/P2rRedfFU14IgNdaBEDsjAfofOeCVpmLaF8UReHSz9eyNsO/pte5n6yu0ff67zbS68mFfLpaDaj+uDmbvHIHby3by6TX/mVFxS5ozRE4Mht0nDOkZX+eODxu3/HoeS9hc7saNbbU5ZBlakI0QcCBo8zMzDoLYEdHR5Ofn9/kSQkhhBBCCMj+fkbNRp1aE0djbHjgSKPRttkso+oUlwOAkIFTa1yLnHwFwb0n+M710Z18x+6izBr9s7+8kz2PjvOdd7zuq6rHUZRmmW/+7y+R/8uzDerrKS/wO4+ZfhfBfSY3yzxE+/Ddhkw+XrUv4HELd+bz/n/pXPPtBr/2L9bur9YnD4DX/t0DwBvL9gLgcHt56e/dXPn1ejZnV+1YGNLI4tiHmr1a8AdgTX79GYYA24pzsHx4J1/vWceS7N3qjmpSGFuIRgs4cNS7d28++eQTPB6PX7vD4eDtt99m4MCBzTY5IYQQQgih0oUmEzXpeUL6nA+AIaxzK88IPOVF2NNqZkU1htdpx753NWGjziH5ph/r7W/q0NN3rAuJ8h3n//4Smy/SkP/Tk379Q4efTsjgkwDYcnHAfwL78dhKAMj+ZBbZn9/aoDHWnf/6jsOOOhuN3tCkOYj2Q1EUrvhqHad/8B8XfraGrTml9Q+q5v2VaQCM6hzpa9uS7X+PY15f6ne+M68cgK3ZpSyoCCoBTOoWzbE9Yoi2tI+i7Mty9qLVaFgw9WoAytyOBo3LKFezs85a+BETfn4Vm8dFiASOhGi0gHMUb775ZmbOnMmxxx7L+PHjiYyMJC8vj0WLFmGz2fj4449bYp5CCCGEEEesjhdvQWeORWsKAyBs0DVoNJpWnhXsf3cmpf99S++37Wib+KYs5yu1TqYrd3eDilcbopNJuW8Zex4aheJyUPTPh2jNYWR/MqtG3z7vudFoNHS66Ue2XG5BcdooWPA6UUdfFfA8rTuXsufhMX5tXqcNrdGM115G1ieziD/3eXTmML8+Jcu/wNJrAh3OexFjtaCXOPztKbDx9vI03/lLf+/mtdMb/mF7gVVdnuVwe31t/Z7+C4AZ/Tswd2MWANpb/QOuvWKD+XWbWiftrmN6cNbgRAYk+L8u27qVeemMiUthQKRa1Dq9vKhB42yemkvaJONIiMYL+OOWkSNH8vnnnzNgwAAWLFjAO++8w+LFixkzZgzffvstffr0aYl5CiGEEEIcUSqXU+lCkzFEdPMFjYA2ETQCcBdnA2DbubSenvVz5atLa7zOhhfANUarWVeK28H+ty5i30un+q51fXQDUVNm0fPFTL9AVM/n1aVCJcu/aNQ83YU1l8rY09cDULrmR4oWv8u2q8Kx79uEM3snex6fjG3XSrz2MkzJAwnqPBhtE3eGEu3Lhiw1Q23XXccwtXccry/dy7cbai6vrEuxXQ2CzPl3Dye8uYzIe37xXYsJrj1zaHBiGDMGVO0g9uDxvdpd0AjUDKMwQxARxiBSQiJ5fuMiAOalb+bYX+bUOc5aSy0kk67pdZ2EOFI16l9Pv379eOmll5p7LkIIIYQQopJXfeMTOfr+Vp5I3fShMQDsfWIyfT9oWt0grSkEAK+94ct4tBU7JKW/cLJfe/endmCM706H816oMUYXEkVQp8GYEno3ap7eWnZ28pQV+M0HYNfd/X3HBX+8jNdWjNYoAaMjjcerMOO9lQB0jjRz+ahO/LI1hzM++I9LR3bi7TMH1XuPIpsbg06Dy6Pw+/aqnRbHpkTy2LTeXDm6MyNe+NvX7nrqJHRaDY/P3wHAuC5R6LRtI9gcqFKnnVhzKFqNltsGTOb6Zd/h8nq4asnXZNpK2FWaz8/pW7i050gs+qogWrnb6Tu+e9CxWPQGJid0a42nIMRhoVGBI0VR2LJlC1artdbigiNGjGjyxIQQQgghjmSK2waAVt82gw2K10vp6u9955sv0tDt8S1kvncFUcddT9jI/wV0v8rdzsLHXtjgMdo6dkkyxnc/6DhdeDyugvSGT66a/J+fAqDDBa/4dmvzWotwl+VTvPSTWsdUPjfF6671ujg8FdpcPPZrKgBXj0lBo9EwpWcs5w5J4tM1Gby7Io3zhiYxuXvMQe9TbHcxa3xXnvkr1deWef8U4kPVpVcxwSbW3jyRmV+u5ftLRvqCROFBah2tsGbYQa21ZNlK6V+xTK1baAxeRSG9vIhhMR2Zl76ZHl8/DsCs5XPJOucBYoPUALTN7USn0ZJ+1r3EBYW0mSxNIdqrgH+KrF+/nlmzZpGVpa6lrQwcaTQaFEVBo9GwZcuW5p2lEEIIIcQRxutWM1s0+tbdQlrxuNn94FEkXDQHc7eRvvbsT2+s0de2eyXW7X9j3f43fUc2PAPJnrbedxx36gNNmW6DOLO248rdTdZntxBz0mxf5lR9FLcTR8YmAKKOvZbISZez5YpgPNZC0p8/GVu1Ati1iTruhibPXbQP2VYPIx5f7Dt/YppazsNi1PPxeUNZsDOPrFIHx7y+FO8z0w96r2K7m/iQqvo8Bp2GuBD/JWoDE8NYeeMEv7boYDVw5PJ6aa/yHVZfMCglRC0O3uPrxxkbl1Kj76tblvDAkOMBdalaiMFIvDn0kM1ViMNZwIGjxx9/HL1ez+OPP06HDh3Qapu2K4UQQgghhKjJa1WXpGiDIuvp2bI81iLse1eT+8PDdKq221nBHy8DkHzzz6Q/Nw0AV96eauOK0VUs3bLvWgHeujOnipd91uj5dbr9T9KeOtZ3Hjr0lHrHRE68nJyv76Lg1+dwZu2g000/NOixbHtW+51r9EZ0lkg81iKcOTsBiJh4GUWL3q4xNnToDIwxrb8Tnjg0zv45B4Bgo47lN4wnNMj/bdfvV4xi4LNqvR6PV6lzKZnHq1DqcBNu1pP/0PGEBxnQNnDZ2YSu0QAs3VvY2KdxyJw+/33O7z6MUzsP8GsvdtkJNwYBkGCpqtG0JGdPjXt8vmsNUzv2ZnNRNjn2MqJNwS06ZyGOJAEHjjZt2sRzzz3HscceW39nIYQQQgjRKI7ctQAYolp34xGl2u5EXpeDvY9PJPGy931tIQOOp/cbpey4JQVXftXOUa78NHSWATizd5L19GT0426Efo/W+hiVdY063zE/4PmF9DuGoM5Dse9dTe83y9Do6985Ker4m8j5+i4Aytb+6Muar8vO23sQNvo8TPE9AOj25DbfNZ0lAm95IYrbScyM+4mdcT+6kBjyf3kavB5fv6RrPg/4uYnmsTlL3ZL+vKFJvPzPHm6Z2JXgFli+9dayvewusHLXhE5Y3Qo9oi1sm31MrX27xVQFNU59byU/zByJoijsyrcy/tUl9IgJ5rlT+rF8bxEAEUEGIi21F8KuS0JYEOO7RHHesI6Nfk6Hyty0jXyftgn3JU/72l7d/A8Oj5uwisBRSB27ou04YzZf717H7FU/M2aeGtAeGJlAv4gOLT9xIY4QAf/EjI6ORqerf4tUIYQQQoi67C+2Ex1swKSXvynq4nWUoNEFoWvljCPFZa840pD96U3YUpeTOrsqmKXRatEEhaA1h1G+6Q9f+657BtLnfS+OLLVAr3Zv3cu4POUFWPpMJrjv0Y2aY+fZC/GU5qFtYIaBtuKNaKXS1d+j0Wh82Upeexl7HptAzPS7CB06A2f2TvLmPkjcGY+hC47C1KFn1b2CI/GU5eO1FmGI7IhGoyH+zMeJ+99joHhx5uwCFLSyFXirueqb9fyzu4C/UvP4dkMWveNCOHNwIgDzd+Ry24+bOb53HI9Pa3yQ9rUle7juuw0APLFAzT57fnqvOvubDVU/++ZtyUZ7649+17NKHX4Frw/MWGqoRdeObdS4Q8nhUWt/Kfgvb71h+VwAwg1BBw4B4JOJ5zElqRdRJgtX9R7D7FU/+66tL8z0LVsTQjRdwOvMzj33XN544w2s1oZvlSqEEEIIUUlRFDo+/AfXf7extafSpimucjTGkNaeBl5HuXqg0VQLIqk6nP+y79hdmIErb6/f9eIlH1G44DUAdOkr6nwMT1k+uuDGB8h05jCMcV0bPX7fS6eS/uIM37k1dTn2vWsomP8a1u3/+Npzvr4L7QHz1AVH4S5RlyVp9AZfu0ajQaPVYerQwy/QJA4tt8dLREWR6G83qDVad+aX89yiVH7anM1xbyxj7f4Snlyws9ZNfw7kdHvp9cQCtLf+yMer9gGwel+RL2h08YhkABKDdUzscvDX9F9Xj2FkckSt1z45byhdoiyMTI5gfJcoxqVENej5tkd59vKDXu8SWvXch8dUZU8Nje5IlEldAhtmrBlc6hsR30wzFEIEHLreu3cvqampjB07lh49ehAU5P+PVKPR8MEHHzTbBIUQQgjR/v2xPZf/0ouYfUwP0ovU3cJW7ytu5Vm1bV5HIVpTRGtPA3dRJqAuyTJE+9foiTruOt+xUm3765BBJ1K27ifKNv6GbUdVppFSbelWJUfmNmy7VhA++rzmnvpB9XnPjddRzrarwn1titeLRqvFtnMpAM7MrVi3/+03Th/m/2ZUHx6Pffd/AGh0BkTbcv3cjczbku3X9tW6/azbX+I7f+qkvtw+bzPvr0xnWp94325ltZn29nJ25KmBjgs/W8Psn7eQUawGVBdcNZpJ3WN47LiubN22rd6dvCZ0i2bZrPH8szsfm8vLcT1jURQFrwI6rYZzhiQ19mm3K89tWlRru16jZXB0IgOjEn1tc4+5lEk/v8bO0jzCDsjiOzqhOwsy1Wwvs85A97CGFb0XQtQv4IyjvXv30rt3b/r374/JZEJRFL//vO24ar8QQgghWsbxby7j7l+2oigKD/+pLl3q10F2uzkYd3kmuuDWr9HhLlCzKoqXfEju3Ad87ZY6lpUlXfMFsac+CEDZ2nl4yguIPP3xinul+/pZU5ez/+1LSb2zt7rMK+rQ1mHRaHU1lrZVZlfZdq8E1KBZ7rf3+fVJuPh1//voTb6d1iRw1Pa8sVTNgvvo3CHkPXQ8/xuY4Bc0OqlPPOcNVQM0M79cR+JDv9d6H69X4dIv1rJgZx4AP1w6Eo0GMortmA1anpnel0nd1UBFWJCeUGPD32aN6xLNcT1jAfVD+LoKZR+uBkQmAKDT+H/NooOCOTm5v19bgiWMF0apS0ojTf4F9/844Sq2nnYHALP6ja83cCeEaLiAM44++uijlpiHEEIIIY4A761M553lagFlm6tm9omo4inPQm9p/cCRq1qwByB89HmEjjiDkAH+9UN0IdF4yvIJHTQNbVAIwQOOp3zDb2jNYZj7HkvhN7PxFGcBfQHI+/5hytb95Buvjzz02RUarY6kqz6hdO08SpZ9Rsbr5xFz0p14SnNr7d/ptt8JSvbf9cmU1LfqRAJHbUplduOn5w3l7Irsncem9aFrTDCTu0UzoWs0Jr1WXTFxzmAu+mwtigJ55Q5igk3klDoIDdJTbHNx27zNfLI6A4Cyx6ZiMeopfXQqK9OLmNhNMluaorK2kUfxT0Cwup1Y9DX/TU3t2AfPJc/Ueq8e4bH8fvyVTOrQrfknKsQRrPm3ExBCCCGEOECwUUe508PlX63ztS3eld+KM2r7POWZGKP719+xBSmKgjMn1a9NH5VM2LAZNfomXfkxOd/eh6Yii0dniVD7RySiNavLwby2quWJ9j2r/MYf6oyjSuGjz0UfmUTJss8oW/sjZWt/xBDb1RcIA4g780lyv7uPoOSBNcZHjL2I7E9uBCTjqC3YU2Dl0zUZ/LY1hxvGdwFgeLU6Qt1igmstgn3BsGQu+mwtAHH3/87kbtEsTK35M+rva8diMapvoSxGvQSNmqjUZeeyf770na/O28fQijpGNreLoFoCR/U5JrFHs81PCKEKOHB09NFH15v2N39+4FupCiGEEOLw5HR7KXeq2UWVtWfPHJTIl+v2U+ZwE9IC22IfDryOYrRBEa06h9xv76N4yYd+bTHTbqu1b8jAEwgZeILvvDJwZIzr6gscOfb8ByNPxV2Uhbs4y298a2QcVdKZw/3OXbm7iDnlPuJOexBXwT4MUR2JOfH2WsdWX+7W1gJHXq/CM4tSuWh4MrHBRj5fm8HeQhvXjEkh3Ny25tpYs3/ewpMLduJ66iTu+XUrT1bsaAbw9+4CtBroFGFu0L3S7jmWTo/8CVAjaDShaxQn9I5jbJfDt0j1oXTd0m/ZWJhJ3wj/rMosWykAy3P34la8WNrYvykhjlQB/6U2cuTIGoGj8vJyNmzYgMPh4KKLLmq2yQkhhBCi7VIUhTKHx7dN9O58K0a9hqRw/zdp+0vsNcZeObozX67bT2aJnR6xrb9zWFukeN1otK37psm+dzUAxvgeKB4Xrrw96EIa9sZZWxE4MsSk+LKQin96jKQzH8VdkckTMeFSiha/q/ZrzcBReM3dlxSPC6g/E6r6Tmpac9uq27Uus4Q7f9rCnT9t8Wv/Y3sufeJDeXZ6X4KqbQvf3lidbl+gqMMDv5FvVb9nuQ8ez72/buX1pXvpGG7GqG9YvaGOEWZyHpxCp4f/5IrRnTm2RywdQk1oNDCsY0RLPY0jjlfxMmerWjT/7+zdAMzqO54XN/9NqcsBwBkL1M2WpiXXzA4TQhx6AQeOnnjiiVrbXS4X11xzDTabrcmTEkIIIUTblV3qIOHB37l6TApz/t1DzoNTiDIb6fa4mnG8797jSAyv2nX1h03+mSUXD08mqeL6fgkc1c3rglYOHFXugtbxhu/QhUThzNzW4LGVGUdao8XvQ8eyTfNx5asFi6On3kqHC17BvmdVjULVh5IhIoGkKz8mdOgpFC//gsx3L6tRw6khDsxcam117Vz4V2o+f6XmszGzhDf/N4iu0RYMOjW44vEq9Ht6IWcMTGRqG8+w+W1bVS2qyqDRe2cNJjrYyISu0by+dC9RlsD+DcUEmyh85ARM+vYbUGurFEVhd1kBx/wyx699REwyT4+YzuvblpJtK8Xt9bDfqhYwjw2S3w9CtAUB76pWF4PBwIUXXsjXX3/dXLcUQgghRBu0br/6ZnTOv3sA6P/0Xzy3eJfv+s0/bGJFWiEldhfzd+Ry4/fqjlMLrx4NQInDRUKoGjiq3MZa1KR4Xa2eceQpKyBi4mUEdeyHISKB4D6TGjy2MuNIa1Lf+LnGXg+oy98y35kJgC44Cq3RjKXnOL+xDreHIpur6U8gAOFjzkMbFELkxJn0/UAhuPfEgO9hiOncpDn8vi2HN5ftRalc04n6tRj14t9c++0GXJ6G7V5sd3m49Iu1vppiFwzryM0Tu7L3nmN57bSq4t5/7y6gz1ML+d+H//napryxlO255Tw2fwfjX11CVi0Zg23FT1ty/M4/OW8oFw5XM8T6V+zaeP+UXgHfV4JGLWNe+mZ6fP04aeVFfu1dQ6PRabX0DItla3EOP+/b2joTFELUqVmLChQXF1NeXt6ctxRCCCFEG6MccJ5T5uT2eZt951+u28+X6/YTbTHwv0GJAJj0WiZ0jebN/w3kmO6xhJh0BOm1/JWaz7lDW6cocpvndaPRtm79J095AbrgxmWcKG51yUllMMXTaRSGJS/7trwH0IXG1jq2/9N/4XB7Sbv3uEY9dmtpbNbUO8vTePiP7aRV7AIWH2LilP5q7ZfvN2azIr2IFelFzPl3D56nTzpovdH/0osY+eLfvvNHpvbmrmOqigVfNSaFy47qhEajoc9TC9mZV84Pm7LZkl2KRlOztk/iQ3/w9pmDuHRkp4M+h+V7C/lxczYPHd8L7SHYTv6zNRm8uyKNIL0Wu1sNqM3o38H3temfEEbpo1MJlhpqbcamoqrsU7POgK1iOWhcRVZRr/BYthfnMDhaXbZqu7D2lS5CiEMv4J+kc+fOrdHm8XjIysri448/Zvjw4c0xLyGEEEK0UV7vgaEj1YfnDOGzNRn8slXNAsi3unh96V4uHp7MS6f2R6PRcNlRVRkZozpH8uF/+5hz+kB0h+CNZnujtIGlap7yggbXNDpQZc2iy5bq+Pb7+QTrw/hOG0tiupoFs2TEo/TV1kx+35JdSmq+FYCcUgc78srb9HKppvh9Ww6nf/AfR3WK9AWNAC7/ah1J4UEsSs0ns9Q/42d5WhGjOkfWer+PV+3jws/W+M4/OW8oZw9OrNFPX7EsbfudR1NkczHkuUX0e/ov3/WVN45HAwx/QQ1AXfblOk4fkMCqfcVM7Bbt9+/V6fby/n/pXPX1evXc4+Wpk/oG9oU4iLUZxdz761bOHJzIBcOScVYEid5epi53XH/rJFweLzHBRswH1GuSoFHbsb04lzlb1LpG53Ubygfjz2FbcS5Lc/dwRoq6W2G8OZTtxbkUOMqJNlkw6uT7J0RbEfC/xjvvvLPOa0OGDOHee+9t0oSEEEII0bblljt9x/dP6cmDv28H4PxhHfnfoAQ+WrWPtRklvFaxlG1QUlitO6ddOzaFv1LzKba7iLIYD8nc2wPF4yL9vZ6geFs148hVkIG3vLDRGUehw0+n5Ka1fPtxGgDlboVEb1VNmsWb93CJx+sLYmzOKuXMj/4jPsTk69Phwd8BuGF8F144pT9rMoq58NM1bMou5ftLRjC9n/+OTK0l5b5l6MxhDepbYHXy9F+pfLl2P4MSwyh3eliwM48oi4FxXaK4ZEQnTn1/pV/WEED549MInv0zY17+h4dP6MW4LlH0jgvFbNBi1Gkpsbt9QaOLRyRz9zE96BZTfwZUhNnA95eMZPBzixiYEMac0wf4CkH/fNlRTHt7OQCR9/7qG7P59kk8v3gX3aKDaxTenrsxq1kCR3nlDq79ZgNfrc8E1GVpF3221q/PA1N60b0Bz1G0vhE/vECZ28G0jn34YPw5aDQaekfE0TsiztcnwmhmfWEm61dltuJMhRC1Cfivkfnz59do02g0hISEEBbWsF+YQgghhGif/t6Vz8WfrwWg7LGpmPQ6Hvx9OymR6k5qJr3Ol1X04oz+fLchk9MGJNR6r0izGiwqtB5+gSOXx8uW7DIGJgb+t5HXUYinLAMAjT6ont4tQ1EUdtykLiHUBdee3VIfjUbDspKqXcZMOv+sMiMujHf8xKbbJtEnPpTH5u9gc3YZm7PLuGp0Z15futfX96W/d2N1enh7eZqv7ZT3VpLz4BRigk3UZ93+Yj5bs5/Hp/U+6DKvxrJ0O6pB/e75ZSuPzd/hO99dYPUdf3vRCCZ0i6bc4fa16bUa3F6FswYn+mXT3Purf5HyMwYmEG5Ws9O+u3iEb5lbQw1MDCP93mPpEBrkl010Qu84Lh6ezPv/pfv17/vUXzXu8cz0vhh0Wm79cROKojTq6/zS37u48ftNPDClF33iQ3xBo2iLwVf8urrrx6UE/Bji0HN5PZRVLF3tFxFf52sj0li1I2dskAQEhWhLAg4cJSVVbZWamppKaWkpkZGREjQSQgghDnOZJXYmvqYuNTh3SBIWo/pnxJv/G8iErtE1+uu0Gs4YVHOZTKUIszr+mm/X89sVo1tgxoeeoij8ujWHf/YU8Pj8naTOPoYu0ZaA7pH13Ym+Y11w3V+/luQuqAoUBPef0qh7ZJbYWbAjD4CbxnXm3GQX8fxI9kvTAfjUrD7Pfk//xc7ZR7Nuf4lv7D3H9mTmUZ3oGx/KhZ+u4ZsNmb6gUY+YYCZ1j+atZWnE3f87rqdO8gt2PLlgJx/+l84xPWO5eUJXkiPMjHjhb9xeham9YxnVORKjTtsiAaTazN+RS7BRT4dQk1/QqNJH5w5hRr8OvmVVwSY9mfdPwenxkhxh9uu7/paJ/LA5m3t+8S8e/HVFgKV7THDAQaNKSeHmWttfnNHfFzia2juOHrHBvPT3bt/1S0Ym8/KM/liMej5alY7Lo+D0eAMqMO31KlzyxVo+WrUPgAd+rwqMjesSxbyZIwnS65j1/UbeWLqXXy4/io7hZiIPs4Dz4arMpQaNjkvsyX1D6v55EmWq+ll576D2Vd9MiMNdo/Kf582bx5NPPkleXp6vLSYmhltuuYUZM2Y019yEEEII0YYkPfQHABoNvFJtZ6bqdYsC0SVKfZPwx/a8enq2H2v3l3DiOyt8508s3MEbZwwK6B7O3HW+Y1P80GabW0PZ0zdQ8OcrgFrYuqFLsA5U+Xo5Y2ACD0/pzpYtWzB2Vp9PSdIo1t54Avf/to0v1+2n++MLAJh9THcendoHgMRwNdvqq4uG8+vWHKa9vZy7j+3Bwyf0BsDtVXhvRTqG2+dR/MhUzAYt761MZ/bP6tKpLTllvPLPbr85TZ6zFICLhyfz7tmDG/W8AvH6v3u45tsNfm1jUyL548rRDHp2ETvyyjl3SFKNIFZ8aO1ZVP0TwuifEMbxvWLpFx/Ksr2FfL8pixcrAjnXjk1p9ucQGqTnxRn9mTV3Iyf3i+fK0SlcNbozDreXX7fmcv24FF8QObji/2UOT4MDR+v2FzPkucW1XusSZWHxtWN953NOH8ic0wc28RmJQ83qVrPFZvUbj0Vfd7CvV3jVsrXu4bUXzhdCtI6AA0cLFizgtttuY9SoUdx8883ExMSQk5PDDz/8wOzZs4mIiGDSpEktMFUhhBBCtJbqBbFTZx9DhLnpRZsjLUYemNKL15fuafK9DjVFUfhsTQZhQQZO6hvvW5rzyep9fv32VFuK1BAem38QTWsMraNny7BuX8KeR8f5zrs9tqnJ9+wVF+I71gapQag+J88iPC6Ezy8YRpTF4FuWdvXolFrvcULvOLzPTPdre/t/gyi0upi7MYsP/kvn87UZ/LunEICzBieyv9jO37sLAEiOCOKJE/ty3ierAXj/v3TOGJTAtD7xTX5+1W3NKfUt49p91zG+Ol+VgvRa/r5O/fouvnYsWaX2RmU+VdYgmtQ9hkndY/hi7X6ySh3cMK5LU6Zfp6yKAt2dI9Vgb+849XU5KDHcr1+wUQ0WlTvdRAfXHSD4Y3sur/yzm6m943yBNZNey5cXDGN6vw48Pn8Hd/+ylcuOOvhObqJ9KHerdfGCDxI0AugUEgFAB3Moxyf1aulpCSECEHDgaM6cOZxwwgk8//zzfu2nn346N910E2+88YYEjoQQQoh2asGOPMakRJKab2XBzjyuH9cF7a0/+q6f2r8DnSNrX9LSGKFBOsqc7vo7tjF/bM/l/E/X+LVl3j+F5xbt8msrrKUuy8GkvVFVEiDupC8bP8FGcmZt9zsPdHv5rTmlON0KyRFVtZmq17jSaLX0/cB/V76rx6Tw+tK99IoNpmNEw19bGo2GF07px9yNWdwwd6Ov/bZJ3XiyojjzxswSwoL0dKoIeJw9OJGpby3n9+25nPTOCrLun0JcxRKy+3/bRt6Dx/tqBR2M2+NlW245feND0Gg0lNrdTJqzhDUZVcvtujw2H51Ww2unDaBXXAh7C22MrrYbWnyoqc7MokDtu/c439ekJQyvCFQNqqdmV0hFxtGOvHI6hpvRHrBbos3lYcobS1lSEeD7cXM2ACmRZrbecTRGvVoo/Y7J3ekQauLcoUmI9q8ycHSwbCOAREs4m069nW5hNZc+CyFaV8CBo+3bt3P99dfXeu3UU09l1qxZTZ6UEEIIIQ69tEIrx76xlItHJPP+SrWmycRqtYt0Wg1vnzmoWd+chhj1lDs9eL1KjTeZ9cktcxBs1PmWyRxKJ7y1vEZbQsUOYLdM7Mazi1IBKLQFFjgCNagSOfYRgrvPaMoUG8WRpdaWMSb0JvGy9+rstzWnlJ15Vk7qq2bsrNtfTHKEudaiyX3jQ/A4HXXea0BCGIuuGeNbuhiIAwMv9idO9AUfQF3aVZ1Go2HuJSM4/s1l/L27wLdrW6UlewpqzUJyebzsKbBiMep4dckenliws845xYUY8XgV8q0uPF6FSd2jfRk6LSXQfzuBOnVAArYnptW7/Kwy4+i4N5YB8MOlI5nWO46zPlrFjRO6Mv7VJb6+90/pidXp4arRKXSKNPvVqdJqNVwyUrKNDhfWBmYcAX67rAkh2o6A/9KKjIykuLi41mtFRUUYjVKkTgghhGhvrE43j1YU7q0MGgGc9E5VgOTasSnNXow2xKRHUdRMhMriwA0V/8DvDEkKY9VNE5t1TvX5YVPWQa/fNqkb0/vG89v2HN6otjNYg2j14HUT3PN/TZhh4zkyNhM84AQ63/oLOaUO7v9xM79vz6FjuJk3/zeQUJOe7bnlvq3ivc9Mx+tVaq1RM7FrNGcNTsSk12F1Hvxxx9dSXL0hTHod3memszvfSm65wy9oVJcgg44/rxqN6Y6falyrDF54vAofrdrHpV+sZWxKpC9D5mA6R5q5eEQys8Z3Jdiow3THT0SYDfSKDal3bHvQkJpFYUH+/4ZXphexKDWfbzZk8s2Gqi3WXz9jIFeMalxtNNG+7Csv4u5VPwMQZmidXSKFEE0XcOBo9OjRvPLKK4wYMYIOHap2bcjMzOTVV19l7NixBxkthBBCiLZid76Vr9fvJzXfypvLagY4woP07Cu2ExdiZEb/hBapnxJSkaGwu8DKp2syePD4Xhh09b/5r1S5NEhRFO76ZStZJXbeO3tIs8+zursqii/XxvHkiRh0WuJCTWzJKaXI5mJPgZWlewsx6bVqBkq3aGJDal+ipA9LIbjbKRjCW6ZWTX2cmVsIGXIyiqL4ZeNsyCzlxrmb/N78A37LGCstumYM327I5NGpvQ9ZNliXaEtAu9cZdFpyHpzCzd9von9CGOcP7UiPJ+bz8B/beeavVObvqKo1VT1oNLlbND1iQxiQEMrVo1PYlF1Kn7gQ8q2uGtlP+Q8dT4hJf8h2b2sLEsOqAgNGnZbd+eWsTC/yayt65ASCDA3fcU20DellRYQbgwgzNjz4oygKnb98BIBRsZ1JtMgu3EK0VwH/Nr/55ps5/fTTmTJlCkOGDCEmJoa8vDzWrFlDeHg4t9xyS0vMUwghhDii/LApi77xoXSPCazGTCCe/munryhxpam94/hlaw4APWNDWJlexB1Hd+emCd1aZA4hFVlGk+b8S4HVRf8OoZw7tGPA91mdUcyTFcuH5pw+sMXemJbYXWzOLgPgn+vGMu4VdenN2YMT6Rod7Bf0irIY8SrQ9bH5Ne5zYKFnX7uzBK2pdd5ceZ12nDm7MCX29QucVKoeNHrl1AFc953/bmF940M4b2hHxneNbnQG0aEUE2ziw3Ordq277KjOvHzALmzzZo6kwOpCr9Vw1uDEGkGgARVL4WqrVXQkbhVf/d+d0+Pl49UZAHx4zhAmdosmOYAaVqL1fL93I+PiuxAdVPX7J+WrRxgZk8zS6Q0vS1Lmrlqi+tXRFx5RQVQhDjcBB45iY2P57rvvePfdd1m5ciUbN24kPDycCy64gEsuuYSYmJiWmKcQQgjR7Bal5tElyuIrnNuWzHhvJRaDjrLHp7XYYySF+39y/OeVo5nYLRrD7fPoGm3xZQqMTI6sZXTzqCymW1BRRHpjVmmj7pNdWvUGZeCzi9h+59FNn1wt0gptALx/9mDGpET52j89f1iNvlGWuoss55Y5as06UhwlaIytEzjylOaA4qU0KI4pby7ztYcF6SmxVxUw/+/G8QztGMHZQxL5dHUGN8zdyC+XH8Xxvdp3bZL7jutJRrGNbzdkYTHoSL3rmGYrXn0kSok0s6fi38u0PnFEHYGBtPbIq3g5bcH7HJ/Ui5+nXA6Aw6P++1+Rl36woTVk28p8xwlmyTYSoj1rVP5wdHQ0t912W3PPRQghhDhkduSWMXnOUs4clMjnF9R803+gnFIH/+wp4NT+HQ7Zp6ZWl4cCq7PWN1zFNhcGnaZRS4GW7C6gU6SZe39VCyG/e9ZgzhiY4Mv+yXlwCk63wkv/7OaphTsZkRzRpOdxMCEm/8ygxnxpvV6FUkdVYGNnXnlTp1WnkorHqdxlalK3aPLKay/gUz0wd+6QJGYe1YljXl8KqEWzDyzsrXhcKB47WkPLFlKuiy1VrWc14/PtoOvJhK5RvHPmYKIsBt5Zkc76/cV+GTpRFiPXjevCdS20BfyhFh1s5OuLRrT2NNq9n2aOJMpipHtMMM8sSuWY7jESNGoHNhVmkVqaT2xFltHKvHTuXDmP6/uOZ2dpVQbiNf9+w2tjTm/QPbNs6gcBv0y5XLKNhGjnGhU42rp1K2+99RYrVqyguLiY6OhoRo8ezdVXX01ycnJzz1EIIYRodpuy1T9obS5Pg/pX1nuZe8kITu7XoZ7eTePyeH3HMff9hvupk/x2TSqxu4i891e6xwQ3OLPG4fYw/pUlFNhc7Mq3+tondYvm4hH+v7tjgtUsiydO7MMTJ/ZpylOp14HFdN0epY6eddtfYmdbTjlBei3XjevCM3+lNtf0ACi1u9Fo1GV1xRW7pFXOe8HVY+oc1zsulPAgPcV2Nw+f0Jsu0Rb+vHI0x76xlOPeWEp6kZ0ddx5Nt4rliF6X+prUmloncLTv1TMByCGcIUlh/HVNVd3KWye1zFJFcfiZWm1XusentezPD9F8Bs59BoBb+qubDRQ4rDy98S8yrCUMikrw9Xtj29IGB45W5+0DYESMvD8Uor1rePXJCitWrOB///sfy5cvZ8KECVx88cWMHj2axYsXM2PGDLZv394S8xRCCCGaVWaJurQpJMCdvKzOhgWamiKj2O53/t1G/4LElTt1BZJZsyGzlP/2FfsFjQDmXzW6kbNsHknhZs4clOg7d1QLmjXUuZ+s5oHftzG2SxR94tQdrNyNuE9dwu/5hS6P/glAccWSrfCgupehVffL5aO4YFhHUqLU2i6Tu0eTHBFEepH6PU4rsvn6esrV3dp05thmm3tDKF4vex6r2pluvzaOFbMmHNI5CCHahpW5/svRTDo9q/MzGjy+yGHjjpXzWJi5k/d3ruTkTv2INLW95eBCiMAEHDh69tlnGTZsGPPnz+fRRx/l5ptv5rHHHuPPP/+kT58+PPXUUy0xTyGEEKJZZZaob9wbmnEUG6wutSisyDhpKaV2d41iys8u2sWi1Dwe/kP9cKbIrs5BowGr013jHrWpvrNRr9iqgqdtYfnA+cOqimHX9v1QFIW3l+8lvVqQRVGqMpP+2V0AwDVjUnzbsX++dn+zzjG/ogZTiUPNPgo2Nqz49qjOkXxwzhDf11mj0ZAUXlUgeGdeORd9tobNWaVk798KgD7i0Gb3lG+ej3XbYgCeCJ7JkI7hvm3phRBHlmy7f505o1bHgswdDIlKAqBX+MED2x+nruKZjX9x7K+vs65gP0cndG+xuQohDp2AA0fbtm3jkksuwWTyLxYYFBTEzJkzWbVqVbNNTgghhGgpmRXFlA+WQZRX7uD1f/ewI7eM3Io6NvnW2uvZNIfP12RwzOv/1mhftreQyXOWcv9vak2i3DJ1Doriv1X4wfy3r4hescGk33ssx/ZU//C/77iezTTzphneMdx3vKegKiNqR24ZF3+2hu255Vzx1XqmvlVVsLm2bKuRnSKIMquZQC8s3tXs83S4Pby3Ig1FwW/pYKAmdavacezKr9fz0ap99H/mLx785hfcWjM6S/MvhSx3uPlmfe3BtKK/3/Mdf2w+mRdn9G/2xxdCtG0a1J9p24pz/drf2LaUXHs5jwybyu0DJuPyHjybs9zt/ztySlKv5p2oEKJVBFzjKCEhgX379tV6raCggKioqFqvCSGEEG3Fzrxy3lmeBkD5QTJ23l2Rzp0/bfFrK2/BpWrnfrLad1x9q/fqZs3dyNvL0ziqUwTL04r8ikIfzLqMEsZ2iSYp3MwjJ/RmbEoUZw1OrH/gIRAdXFU411VR48jqdNPryYUAmAzq51ybs6t26KmsUVWp9NGpBJv0JIapBalXZxQ3+zxfWLyb5WlFTb7PA1N6MTQpnDM/8v+wLVRrJddpIdHp4YHft/PsolQy75/SLDt7XfXNej5ZnUHeQzGw7F0Wr93EafunMKVnLK/u30JR1+O5vWgiaDT07yC7HwlxJMm0lqBw8Ppyeq0Wg1aHy3vw34E2j39Wbq/w9r3bohBCFXDG0R133MFLL73Ejz/+iLdaxHnJkiW88MIL3HXXXc06QSGEEKK5barY8j3EpMN6kKVqlUvDqmvo0rZAbcsp8zuPDa59F6KX/9kN4Nul6GCBr0o7cstYnVFMfKg6Jtxs4OwhSW1imRqAQVf154jbq755ue7bjb62t5al+Y4rl6ilFdow6bX0rqhpZKlYOqbRaDi+V2ydX79AVV8SN/tnNYj43lmDm3RPo17LGYMSsWhspHY8nUlBagBpaEIwLnSE3v0Lzy5SC3x/sz7zYLc6KK9XYcZ7K9De+iOfrFZrlBRYXWR9cDU9171CinsfvdY8jyNtLXMzzfyr68+JfeKIMDesfpMQ4vAw6efX/M4HRibU6NMtNBqDVlt/4MhdFTjafNrtzTNBIUSrCzhw9NBDD+F0Orn99tsZOHAgkydPZsiQIVx22WXk5uZy3XXX0adPH/r06UPfvn1bYs5CCCFEk1QGi84b2pE1GSU8ULEEDNTlSAAer+KXXXT5qE4M6xiO3dV8RZer21voX7S6vqDOvmIbOq2Gckf9gawX/laDTQMT2n4mSX65k4d+3877/6kFWl8/Y6Df9cqso3t+3YrD7WX1TRNIv/dYv6/XsI4RmA0Nq0FUn9oyuvp1aJ5dz07vqWZHvdz5WzpFmJnWMxyP4j/v677b0OhgZXqRjR82Zfu1Hf3op77jb8rv5ErrlwD0cquvkc/PH9aoxxJCtE9exeuXbZRkCScmSK2D98ro03ztXUKj0Wt0ZNlKcXpq/8AirayQ17cuZWh0Eu6Ln5ZsIyEOIwEvVTvttNPq7ySEEEK0YaUVBY6jLGpmxUN/bOeB43vx9MKd3PHTFv69fhxxIf4ZKzty1e3e7S2UcVS5W1elLlEWbpvUjQuGdWTgs4tq9D93SEdm/7yFp/9K5aoxKQe9d3KEGqA4a3BSs823pWzJKeOB39VA3vOn9PN9H7pFW0jNt7K7wEq/DqHYXF40Gggy6PyKTQOYDVrKnW5C7/qZJ0/syzVjUxo9n8qlaQ8e38tXYyohrOlLxwDemJ5E5udgKd/K6qMXU7ziRbpUJPu8dtoAbpi7EbdX4at1+7lweODbWX+6puZOSL8WXOE7NjlLfMfeM15lbnI3ggPcZVAI0b6tzs8gtTSfb46+mNMXvI/T68aoVX8OGLRqIHt6cj8AChzqBxyPrvuTB4eeUONep85/jzK3g0ijpc1ktAohmkfAfx1cd911LTEPIYQQ4pD4dWsOO/PKCTHqiTSrQQmjTovT7eWOinpGY17+h6XXj/Mbd8nIZD76bx92d1XGkaIozfbHcXHFTmnrbplIan45Oq2GJ0/qi9erMCQpjDUZVW/yPU+fhEajYfbPW9hdYK3rlj45ZU6/ndTaov8NTOCrA5ZldY2y0CFUDXrdOqkb1323kYxidWe1XrHBviLfBzIbdL5d0N5avrdJgaMzPvgPgGvHpvgCR3EhzRM4yvvtYt9x8YonfMfp9x5LUriZ0wYk0OHB3/lsTUbAgaPbftzsW+7mfWY6AA98+gv8BkpILAmnP0TWB1cDEHfWU1x+wtgmPhshRHtU4lR3GB0YpS5Pc3o9nNCxF79mbCXMoP6sGxufAsC6ArXA/r85e2q/l0vddGJ+5o4WnLEQojU06mMlp9PJrl27KC0trfX6iBEjmjQpIYQQoqVMe3u57/iaMZ2ZuzETu8vrt9U7UCMgc8GwZL5am+lbNrRsbyFjXv6H7XceTfeYpgdlim1uQk16BiSEMaDakjKtVsN/N07gy3X7uezLdZQ7Pb5glV6rwascvKDpEwt28MLiXUzo2rY3r/jiwuHEfruB1/7d42vr3yGMLtEWFlw1mgldo3n0zx3sK1bf5BTb3YQH1V6Lp/oytcoaSI3h8Sq+pWpRFiN940NIDAvyq8nUFK7CbbW2V2ZQxYWaeO7kfsz+eQter9LgndxcHq8vaHR2tQLoN/coZ99v0OvJLehDoilb8wNl63/BXdT4OkpCiPbNXrHszKxTf56OjevCdX3GcW7XoYQbg7h38HFc03sMAPcOPo75mTvwKLUv2d5Vmg/A4Ki2sfGCEKL5BBw4Wrp0KbfccguFher2v5VFIzUaje+T1y1bthzsFkIIIUSr8Hr9gywWo55RnSP5aXM2ZRVFps8bmsQnqzP8AkeVgSGzQUuR3cXufCsr0tTfg//uKWiWwFGJw01YUO2/ljUaDWcNTmJ4xwjyrVVbHd86qRuf17Icqbq7ft4KQGxw82TJtCRdRWDk8lGduG1Sd7pEWwCY1D0GgKTwIDJ8gSMX4XV8vbpWjANwew4eWDuYA+tOrb9lUqPvVSuNFup4A1apa7QFh9tLdpmDhIod42qjKAp55U5iQ0zklTsrG3lU8wV7n5pN8o0/4K3ILNAa1ddr3FlPU7b+Fzzlhc3zfIQQ7U7lLmhBOj07zphNfFAIGo2G6Io6Rw8MOd7Xd3yHrlzcYwTv71jJ1f9+zZwxZwDg8XoZ9sPzvn6Lpl17CJ+BEOJQCDhw9NhjjxEVFcUDDzxAREREC0xJCCGEaBlltexAFmLUk5pv5Y/teQAc3yuOT1ZncPcvasAl477jfEuTzAYdqzKK6fb4fN/4JxbsbFT9mQMdLBBSqVtMMN2oClJFWYwU2Fy19i22ucgtrwoyRQW3n52yOoabaw3GJYQFkV3qwONVKHN46sw4GpIY7jv+ZkMmBVanbxe6QGypKMQ9sWs0QIMzfhrKGDsYd8keFJcVxWOvtU9SuBosyiyxHzRw9PX6TM76aBVbbp9MbrmDBE8OfxRchu139borfy+KS82q01QsPzF16EnoiDOIPeXeZnxWQoj2pDLjKEhnoGuopZ7eYKqof/TmtmXcM+g4koLD2VKczYZCNXPxgwnnEGJo+x9UCCECE3DgKC0tjddee42xY2UtvBBCiPYlp6wqkFKZ3RNs1OH2Ktw+bzMhJl2NncfCTHpfJkyY2cCufP8slK05ZewtsNI5qv4/uOvidHt56e/d9I0PbFlVtMVAid2Ny+OtsXyq48N/+O0KF2Js+0WPF6WqyxzqWn0XHqRnR165b/lYXRlasQcUNl+RVkTXaAs9YwP7+u4ttKHXaph/1eiAxjWUx5ZL2MAriRzzIOU7viHvz2sI7nmGX5/K4FiJvWbQ0+3xMvPLddw0oSuvLdkDQJ+nFnLfcT05w/67X9+ydT+R/dktaAxBvqWOGr2B5Ou+aoFnJoRoL+wVGUcmXcN2ojRqq/p1+vJhHBc9SaZVLV+i1Wg4p8uQ5p+kEKLVBbxIv1evXmRmylp4IYQQ7U9mSVVWR+HD6o4w1TNRBieG18j6qV4vJ9Lsn+HSOVKtRVNYR9ZPQy3ZUwBUbTXfUJVzL6rl8asHjQByyxyNnN2h89rpAwCw1rFzXYhJz9qMEvIrMqkO/H5UOrBg+cN/bKf3kwu5Y97mgOZTaHMSaTY0e6ZRJa81B61ZLfAd3ON0Ol+dTcwxr/r1qXyO1ZcogppRtmRPAR+t2sfQ5xezaFe+79pDv29jgrIJgKSrPgEg+7NbANDoA8+8EkIcvhweNyadHq2mYW8LTTr/35E7SvI44fc3Adh/9v3otM1TA04I0bYE/PHjXXfdxa233opOp2PgwIGYzeYafRITpSCaEEKItierVA2eFDx8gi+40DGiavlPiFFHkMH/U9fqQYMDAxUjkyPYW2irEaQJlMvjrfX+9YmyqP0LrC5iq+30pRyQsjO1dxyPTuvTpDkeCmNSovjh0pGM71J7Ie+lewqxujy8WlFAu0s9WV4dQk2UOtws3avW8Hn6r1SuHZtCp0gLRTYXRp0Gy0EysQptLiItLbPET/E4UTwOtKawg/aLshgIMelqZLpd9uU6vtng/0HeB+cM5tJPV7Eu71QATB0HEDLAf8tsY1z3Zpi9EOJwsTIvHYenZkZjXSKM6nu/UIOJUpeDz3at8V0LN9S9nFYI0b41ele1u+66q87rUhxbCCFEW7Q6oxizQeuXVZQcXvUBiF6rJSbYyAm9Yvl1W26N8QcGdo7tGctX6zN9S6cay1VRwHn5rPEBjavMOKqejfL7thye/ivVd/7QCb2459ieTZrfoXRS3/g6r1UGcV5YvAuATpE1P7yq9NfVY+gUaea9lek8/Md2X3vKo/MpeXQqUff+ylGdIlh6Q91f8yKbm4g66ig1lddVDoDWcPDC6hqNhm7RwaQeEDhau7/Y7/z7S0YwvV8Hct44z9emD4tDa/YPTEUefVVTpi2EOIxsLcrhw53/BTQm1qwu+T2v21Be37qU1NKqbEejru0viRZCNE7A/7ofeOAB9Ho9N998MzExMS0xJyGEEKJFfLchk/8NTPRbypQcURV88CoKOq2Gny8fhfbWH2uMj6qWffLDpSM5pkcMV369ntzypi0Dc3nVjKP6imMfKLpaxlGlGe+txO6u2qnrjIEJTZpbW/LpeUOJf6Cqds+BdZ2qm9BNLWh9Up94v8ARwF8VtZSWpxXVGFfucPPYgh3cf1wvimzOlss4qggcafT178hnMeh4c9leduaVM6pzJI9M7U2ISU+k2cBVYzrz+PydpFRkX011/O0bFzFhJhqdnqQrPybjjfNJufdfLN1bpl6TEKL9+XrPuoDHVGYVaVB/j/62b2uzzkkI0TYFHDjatWsXL730EpMmTWqB6QghhBAtJ7fMSe8DClCHVgvWZJZW1UC697ieFBxQVyaiIuNoQEKoLzMm1KQnp9S/X6AqM44OFgipTaQvcFT1+NWDRsWPTPV7fu1d9eV4DR+jZmVFmg2+WlQnv7sCgJjgmvV+3ly+l8fn72REcgQFVhfxoS2zO1BlxpGmnowjwLfUbsHOPBbszKNbtIUCq5MrR3fm0al9uHp0Ch0j/LOv+rzv9QVIw8ecR+jw09EaZRmJEEK1rTiH+9f8FvC4QVFqSZKJHboxZ+u/FDptDIxMoEd4bHNPUQjRhgRcvaxz585Yrdb6OwohhBBtiMerUGR3EV3LtuzPndwPgDUZJb62B4/vxcunDvDrV1koOyG06g14XIiR7CYWnl64Mw8AQ4BFmE16HcFGnS/j6MDaRkZ9yxR1bk8qv9/3HtcTvVbD6M6RvmsdagkKOSoCb5d+sY6/UvN9wcLm5sxVP+nXGgLfjW/ml+tIL7Jz3JKryXjjAl/QSHFXZZ4dWCBcgkZCiOr6fvuU7/j6PuMaPK5neCwl5z/KaZ2rfj8+NWI6X06+sFnnJ4RoWwIOHM2aNYvnn3+eJUuWUF5e3hJzEkIIIZrd28v3oii1Z5n0jW/YNu2VgaPqwYT4UFOTdyx7feleIPCMI1B3T7v5h01klthJK7T5XTM24n7txc7ZRzeoX2iQHtsT07hxQlecT53kW8IGsCOv6u8Yp9vL1pxSft6SA1TtVNdSgaP8v24CQPE2vrB6/L5FFP/7Ma78NEr++5ZtN9RdH0oIIerywqgZAfUPNpj8dk+LCao/c1II0b4FnL/+7LPPkpeXx2WXXVbrdY1Gw+bNgW13K4QQQrS0q7/ZANQeCOjfQS0gfOOErge9h7uiFlFYteVfcSEmcsqatlStc6SZvYU2jPrGB3q25ZQRYvL/tX5g1snh4OETepFX7qRrdMPfqJj0VTvl3TyhK08u2Amo2UXlDjfBJj3nf7qar9dn1hjbtZ6d2xoruNvJlG58B1OHEQ0es/HWSaQV2egYHsTcTVnwkdqe8+19FP/zga9f10fWN/d0hRCHkSXZu5vlPpf0GMl7O1YQLhmNQhz2Ag4cnXjiiS0xDyGEEOKQ6BFTM+CQGB6E95np9Y7tEmUhPEjP1WNSfG1RFiMbM0vqHlQPr1chu9ThWy7XWEa9luVphU26R3twdxN3iDuwTtKK9CImd4+pNWgEMKN/hyY9Xl3c5ZmYu0xrUHDvnCFJfLluP307hNK3QygA/RPC2PFzJ1z5aX5Boy73LScoeUBdtxJCCFbn7/MdfzH5gkbf5+kRJ9E7PJYuIVHNMS0hRBsWcODouuuua4l5CCGEEM3O7vJgmf0z11QEet44Y2CNIsKBCAsyUPjIVL+2IL0Wp8dbx4j6Fdnd2N1ekiMa94nth+cM4cLP1jBr7kZW7VO3aHc9dRK6AOslHUk8T5+Ew+3FMvtnPlmdweTute8Su2LW+EYV5G4Id8kezB0nNajvJ+cN5ZPzhtZoVzxuv/M+7zjR6FtmaZ0Q4vCRbSsDwKI3cEbKoEbfJ9Jk4dYBk5trWkKINqxRW604nU6++eYbVqxYQUlJCZGRkQwfPpwZM2YQFCSpikIIIdqGOUv3APDav+r/+1dkazQnY5MDR2otnUhzzdpLDTGui/pJb2XQCJCgUT00Gg1BFfWq3l2Rxqun9fe7flzPGC4e0YnhyREtNgePLQ+tpWm7ECmuql0AQ4acLEEjIUSD7CxRN2TQa3T19BRCCFXAgaOSkhIuvPBCtm7dSmJiIrGxsezevZt58+bxySef8OmnnxIa2vx/mAshhBAN5fEqLNiZx7oM/yVktRXGbqrsUgebs8vwehW0jQjYFNnUrJFIS+Pe9B9YAHv1TRMadZ8jVfeYYPLKq2pUTekZy69XjGrxx1XcNrSGphWU9bqrirJ3uvH7pk5JCHGEqAwczTtuZivPRAjRXjSqOHZWVhYff/wxw4cP97X/999/3HDDDbz44ovcc889zTpJIYQQoqGcbi9/bM9l+rsrABiUGMa6/WoAKaUFCh1/tiYDgI1ZpQxMDAt4fOXuXZHNtHtXc93nSHDagA6UOz2U2KuWfJ3cr2VqGlWnKAqKy4pG37TXo+J2EH/Os4SNPKuZZiaEOBKUuR3c2n8SY+O7tPZUhBDtRMDbt8yfP58bb7zRL2gEMHz4cG644QZ+//33ZpucEEKII1Oh1cmufHWr9MWp+axMK2rw2NM/WOkLGgFcNbqz77gx293Xp2O4ukS70Na4ndUKK4IWjQ34JIYHcfmoTr7zYJMsPWioIL0Ou8tLccX3YMWs8Vw9pnM9o5qB1wWKB42+8fW2FK8XPG60lggMUUnNODkhxOHO4XFj0jWqYokQ4ggV8F/Q5eXlJCcn13otOTmZoqKips5JCCHEEW70y//Q/fEFAEya8y9HvfR3g8f+tCXH7/y4nk2rI1OfBVePAaDA6mrU+CKbC60GQk2N/yN+1riuvuMQo7wZaKgggw6by8OYl/8BIDbY2KBdzppKcdsA0DYhcOTYt7HiZkpzTEkIcQRxeD0YtfIhgxCi4QIOHHXt2pWFCxfWem3hwoV07nwIPqkTQghxWNueq2YbKdXeFHu99b9BVmp5E905svmXp1WXEqm++S+0NS5wVGx3E2E2NKo+UqUgQ9Wvc5O++bOqDldmgxab2+M77xDWMjuoHag89QcANIaGvTYdGZtx7N/q15b/y9MAmLuObN7JCSEOe5JxJIQIVMA/MWbOnMktt9yCx+PhxBNPJCYmhry8PObNm8eXX37J/fff3xLzFEIIcQQx6DS4PAp7Cmy+tj935DKlV5xfP5vLw6y5G3nixD5EWYxszi7zuz4yOQKdVsO4LlEc26NlMo/0Oi1hQfoaGUdujxeNRlPvDme/bMsjtolFu6sHiw5FxszhIkivY0NmKQBPntgHk/7QfAKf97takFbxeurpqfZJvasfGqOFPm+V+9o95YWEDD6JoOQBLTZPIcThyeFxY9JK4EgI0XAB/8SYNm0ae/bs4fXXX+fzzz8H1E94jUYj11xzDWedJQUahRBCNE2oSQ3ErNpX5GvT1hIQ+W5DJm8vT6N/h1BuGN+VzdlqEODswYk8f0p/4kPVDJLF145t0flGmQ0UWP1rHIXe/QuTu0Xz8+V179BV7PCyNK2Ya8akNOnxgw5RwONwUz2mF34Ii4prjKEozlKCEsfU27dsw2/qmAOWlXhsxRiiO9U2RAghDsrhdWPUye8NIUTDNSrUfM0113D++eezdu1aiouLCQ8PZ/DgwYSFBb6bjBBCCFHdR6vSfdk76zJLfO1lTneNvhnFdgBu/H4TN36/ydf+8blDm7T0K1CRFkONjCOH28uv23IPOi7XpmacnDe0acWNQyoKYh/bI6ZJ9znSDEio+rslrAk1pgKlD+6AZcDl6MzR9fZ15acBENR5iF+7bfs/2ACu+qQFZiiEOFy5vR68iiJL1YQQAWlUIYSff/6ZZ555hgkTJjB9+nRCQkK49NJLWbBgQXPPTwghxBHmos/W+o4f/XOH77jYVjNwtCWnrEYbcEiDRgBRFiNFjahxVOr0+sY3hUmvY9E1Y/jkvKFNus+R5qzBib7j8KBD9ybK63ag0TWsnpKnVA0+Km5HjWvBA45v1nkJIQ5/Do/6u1SWqgkhAhFw4Gju3LncfPPNfrunRUREEBsby3XXXceff/7ZnPMTQghxhJnQNarW9iJ7zcBMZom9pafTIGa9Dru7/no1BypzqcW8myNoMb5rNLEhh6a48+HCoNMyNCkcgLCgQ7dUTfHYoYGBI+uOJeoYV1XgSFEU0GgIG3Zai8xPCHH4clTUVpOMIyFEIAIOHL3zzjtccsklvPTSS762rl27MmfOHC666CJee+21Zp2gEEKII0uIUc+M/h382oL02lozjgqtNYNJT57Yp8XmVhd9RTHvStV3d9tSUXcJ4PT3V3LJ52t855UZRxGHsL5OW2PPXE7h8sda7fEvGN4RgJQo8yF7TMVRgtZY//J+RVGwbv8HULOUKqU9cwIoChqDBAqFEIHxZRxJ4EgIEYCAA0dpaWlMnDix1msTJkxg165dTZ6UEEKII1e+1Umw0b9oZ5coC3kVxac3ZpZw769beeavVFakF9UYf9vk7odimn70Wg1ur9d37nBXHfd7+i9cHi8ldhffbczig//2AVDu9HD/siIAggxHZpFSRVHI/GI8RUsf8LU5C7aR9e2J7H7BiG2vmsWseD04c9dTsv6tZp/DrPFd8T4znaTwQxM4UtwOFI8drakBgSO3E8VRjj6qI4pLza7zOu2Ub/wdAI2uaUschRBHHlmqJoRojIB/YsTGxrJ+/XpGjaq5S8zWrVuJjIxslokJIYQ48qzeV8TytCK/wAuoRYzfWb6XkckRXPjZmjpGw8Su9RcbbgkGnRZ3tYyjAwt5P794F73jQvzacsv9d2E7EqW/08137CrehSG8KxkfDgTUr2XhsocwJY0l7Y0kFJdazyq45xnogpr+t4bHXgSKp0EFqpuT110OgNYQUk9P8DrU56wLjsJTmgfA1surAlyScSSECJTDW5lxdGR+YCGEaJyAM45OOukk5syZw8cff0x2djYul4vs7Gw+//xzXn75ZU4++eSWmKcQQogjwO4CK6CGDT4/f5ivvXdcCDaXt9agUeVW9q+cOoDvLhlxKKZZg5pxVBU42lekZockhQcBcOdPW8ivFihalJrHhDdWArDg8uGHcKZth7ssA0/ZPt957q8Xo3g9aIPUGlc6SzyOzGVkfjHRFzQCcGT/1+jH9DpK2PfhQIpXv0Ta63GkvZHQ+CfQSIpbfW1o9EH19vXa1GWOutCYikwl/4BkUPLA5p+gEOKwJkvVhBCNEXDg6Nprr2X8+PE88sgjTJo0iYEDBzJp0iQeeOABJkyYwPXXX98S8xRCCHEEKHOoRTt/uewozqy245XL6621/7lDknjhlH58fdFwrh7TudVqBemqBY4yim3cNm8zAEuvH0doxTbvewptvv6T5yyloKI+U4T5yPzjfd97vQEwdTgKAEfmMva8ZMZrzyd8xB3EnzIXAGfuWnShnUiZ5UAf0Z2SNa9QvOp5vzpSDeXM24CrYCsFi2/1tbmKdjb9yQRA8VQGjupfGudIXw+AISoZr8uOY99Gv+uGuG61DRNCHGYURUH33q3M2fpvjWsf7VzFuoL9fn13l+bjVby8vPlvbO6qWoCZ1hKGfP8cIEvVhBCBCfgnhsFg4KWXXmLHjh2sWrWKoqIiQkNDGTZsGL17926JOQohhDhC5FudhJh0dAjzz8awufwDR5tvn8TyvUVM6haNXqfltAGHPnOkuuoZR4OfXUR+RVAoKTyI/24cT68nF7JgR26tY8NNR+Yf7zpLBzQGM4ln/83uF/xr9Wh0JoxxQ4ib/g0anQlT/DA0Gg14XNj2/IJtzy9Y9/xKSJ/zCO17YYMf0565rEZb7m+XknjW4iY/n4byZRzp6s84chVmABDUaTDFSz/BvlfNuEu65gtMSX3Vr4kQ4rCXY1ezLj9NXc3Vvcf42n9I28TFf38GgOeSZwB4cfPf3LLiB76afBE3Lv+ecreTW/tP4vu0Tdy3+lffWMk4EkIEotE/MXr06EGPHj2acy5CCCGOcNmlDsKrbYuu0cAdk7tzxsAEXlhctflCfIiJi0Ykt8YUa1W9OHZ+tZ3eNBoN3WOCCQ/Ss2RPIZ0izKQV2fzGRlmOjB3VFLcDr6sUnTlGPfc4COl/MQBJF64j48NBvr5hA69Eo9ES3G263z1C+l/iK6RtT1+IPX0hwd1PRWsMbdAcPOVZGCJ7Edz7HIzRfcmZdyaOWoJJLUnxqLujNWypWjG64Ci05jDwuHGX5aENCiH8qDNbeppCiDbkvR0rAOgdHufXfur892r0XZSVCkCOXV3qanW7+Dh1NTP/+cKvnwSOhBCBkJ8YQggh2oyn/0r1O/c8XRU4iAsxklOm1gkKbWNZOnqdln1FdkrsrhrXNBoNwzpGsGBnHvGhJr/AUa9IAwZdwKvG26Ws76Zhz/ibLjc6cZdn4bFmow/tBIAxqg/G+OGYO04gfNjN6Cyxtd4j8qi7MHc6FuvueRSveAKA8tTvMYSlEJQ0ztfPljYfd2k6GkMwJevmEH/i5+gscbgKt6ELTiDyqLsAMKdMRXHban2sllL5eBpd/YWt7enrMcR0RqtX++Z8cTu60Nq/NkKIw9fqfDX7MFhflZ150h9v+/X5MW0T0zv144e0TQBkV9RI02o0ZNlKatzTqJXi2EKIhmtbf3kLIYQ4Ytlcan2jUZ1r3zHrpRkDOPvjVYAaqGlL9FoNueVOEh/8w9dWWbQboE98CAt25hEWVPVrd9ft48nYfWjr67Qme8bfACiKl4K/bgIULF2m+a4nnVOzdkdtghJGEpQwkvAhs0h/uwt5v10KQPjw24ga9yhet42sb6f6jUl7syOm+BE4slcSPfklX7suuAOu/E1NfGaBcRVsBRpW48i6/R/CR50DuqqsNGO8ZHsL0V79uX87f2Zs55FhU9lanMPy3DRm9jyq3nElTnWJ69d71vPyln+Y3KEbC7P8P2iZMf8933I1gD1lhQAUO+249f7LgUEyjoQQgZGfGEIIIdqE9IpMnMen1V4v77QBHQ7ldAJi0Kq1ZqwVwa/U2cfQJdriux4fqmaMRJkNbLx1EmFBeqKMCvn6I69GTfHKJynf8Q0AOnN0o++jM0ejs8TjLt2r3ve/p3Fkr8IYM6DW/o5sdRc7U0LVmzStMQxH1gpcRakYIlq+0LS7PIu8P68CGpZxpDit6IIjCR1UFWAzd6v/TaYQom3xKl6O/mUOf2fvBuDpjX/5rvWNiGd0XMpBx5e41MBRZkXmUPWg0TGJPZi/f0eNMR/uVHegzLGXsaO4Zo294FqCSUIIUZe29ZGtEEKII1a5Uw26hNSxDE2v0xJsbJup9XpdVQAoPtTkFzQCiAtRgwS94kLo2yGUjhH1Z5scbjQVdYgKlz8KgCG6X5PvGTHqHkwJo0i6cB1acyz29AWUrHnRdz0oaTwps+zogquKp+vDUnzHWmMIANk/nOZr8zpKKNvmXwukLp7ybBRPzeWJdfE6inzHOnP9S868LjsaQxDaoBAij70OAENUxwY/nhCibUgtyfcFjQ407qdX6h1f7LRzUnJfv7atp93BY8OmMWf06b62cpejxtgcWymr8vcB6rK1J4afyCujT8MigSMhRAAanXG0ePFiVqxYQUlJCZGRkQwfPpzx48c359yEEEIcQZ6Yr35iqtfWnYWz665jcHq8dV5vLWv2FfuOY4Nr/jFe+Yw6hNZfELk9UbweXIXbMEarb2g8tjzQ6NEFRfj387hQXOXqiUetU5Vw2q80VWi/iwjtdxEAHS/aQPq7PVCcpVi6n0rM0S+jNUWg0WhJvnQne14OBkBrqppbSJ/zKFr+KFpTuDpPRWHvnJiKqxpyfzkfY+xgEs5ciNYQ7PfYzoJtZHw4gJB+lxB73Bv1zlVRvGR8ONB3rtHVXxRdcTvQVNQ30lfUNtKHt93MOyFE7X7L2AZA2pn3sr5wP/utJVyx5CvfdZvbhVlf98+EEpedIdFJzEvf7GvrGhrNHQOPBuC8bkP5JHU1YR/fXWPsgkx1SfQ7487irC6DD/o4QghRl4ADR06nk2uuuYZ//vkHnU5HZGQkhYWFvPnmm4waNYo33ngDo1Ei2EIIIRrun935fLU+E4CEgwRXYkPqX97TGn7dVrUMoLasqHFdogA4vtfhUdhYUbyUrHkZjy2P4pVP0uGMPzF3nEDaG4mgM5JyXQkaTVVSszNvPSj+AT9dcHyzzkkXFEXKNflqBpBGg0Zb9SeORmcguPc5GMK7+m1hb4jojqXrSSheNdutsg4TQO4v56tzz13L3lcjSZnl8BvrzF0HQNmm97CnL6TDGX9gCOtc5/xKVr/Q4OfidTnY89gE8LjRGtR/D5Vz1AVHNfg+QojW51W8zFo+lxhTMEnB4SQFq4HqS3uMRP/+bQDcs/oXnh15Ml7FS5nLid3jItoUjE6r/hwtdtqJMJr5cvKFjIzphNPr9l0DOKVTfz5JXe07X3XyTZy58EOOTujBW9uXVfTpJ0EjIUSjBRw4evnll1m1ahVPPfUUJ554IjqdDrfbzbx583jwwQeZM2cOs2bNaom5CiGEOEyd94n6B29yRBBxoW0zONRQtS216xMfiveZ6bX0bp/s+/6mYPFtvvOsr4/FXFno2uOk+L9niRihXi/b+jm5v17oNz6k38UtNre6MnniTvig1nZDTH9K1r6G11FM8arn6ryvM2c1pvhhANj3L/UFlgDcJXvI+HgYKdfk1RxXsIXybV/gLknztSVdsLbOx/GUF5L27DTsu9Ttt3Uhah2oyowjQ3SnOscKIdqeXLuabfncUaf4tWs0Gi7vOYq3ti/jhU2LeWHT4hpj+4THMTGhG+VuJ2GGIE5PGVijD8DRCd39zgdHJ7H9jNk8slbdsCE5OIJIk6W2oUII0SAB1ziaN28e1113HSeffDI6nfqpql6vZ8aMGVx33XX8+OOPzT5JIYQQh7cimxuA7tHB9fRsm/rGh/iOQ9poHabmpHhq1tGw7f656jh9AcWrX8CRvZriajWHEv63AAB3ce21PlpD2IDLUZwl7J0Ti233z+quaxXZUhq9mU5X7gfUOXts+ez/YgKZX05UB2u06CPUN2yKs4SCv2fXuH/e71dQtPwxXEWpGGMGknDmIt/SvtpsuyYKW+oy37kpSa0FFXnM1aTc/Q+mpLrHCiHanvTyIkANAh1ozpjTuaDbsDrHbinO4fWtSwEIM9b9oUqkycJdA48B4NcpV/jaQw3qmGgJGgkhmijgjKOCggL69q39j5a+ffuSnZ3d5EkJIYQ4spQ61MBR/4SwVp5J4yy8egzxD/wOQJDh8A8c1aXD6X+Q+/tM7GnzsafN97WbOhyFMaY/psSxhA66mtAWzDgKlD40mfCRd1K84gkAgnueQXCP08n97RIs3U5BGxQFaHCXZ5L2RoLf2KhxjxE+7Gby/ryG0o1vU7zqWaLGP+7XxxDVC0fWchyZSwkdeCVBiaMDmp8hNgUAjVaHpefYRj9PIUTrWFegBp+TQyJqXNNoNLw/4Rzen3AOpS47+8qL6RoaTZHThkGr4+XNf/NQRdaQw+M56OM8NPQEpnbsw5j4FF9bSEXgSHZQE0I0VcAZR506dWLVqlW1Xlu5ciUJCQm1XhNCCCHq06GdLlOLDTExtbf6aXJmib2VZ3MIeKt2Eos57m3fsTl5ItETnqzR3dxlKjHHzkGj0RAz+UVMcUMOyTQbKmrMQ3S6Kof4U39CZ45BZ4mlw6nzCBt4ORqNFq0pHFf+Zr8xKdeXEz7sZgDCh93oa7dWy7wC0Ick+Y51wQcvbK143FUnGi26sDg02iM3EClEe/d/9s47PKoy7cP3OdMzk56QCknoRUCkCSKoYK+oa2/o2nvXXVddXduq3+quvXfFBvYGgoIivffQQnrP9H6+P04yJTNpEKrvfV1eznnbec/MkJnzm+f5Pfcs/46rfvsErSSTabS0OzZRZ2RQShYGjZYsUyJphgQeGHE87kuf4IlRJ3NmwdB250uSFCUaqWuqn6my1HbRCYFAIOgMXRaOzjvvPF5++WVee+01Kioq8Pl8VFRU8Oqrr/Lqq69y1llndbyIQCAQCARxSDEduMadb59/KADb6p37diN7gYBL9fIpuK4O84BzANBY1DLx5n5nkX32bCyDL6HX1RUkj7qDlFF3trnW/oLGmEJCwbFx+2RDKt4GtSpS3sXLKbrFG+WlpEvtj6nwBAAcm2eE2n0Nm2hcFI5A0mfEv/Hz1mzHvnY2QbcNgPST76b/c9X0e2rr7l2UQCCIwu338d+183D5fR0P3k2a/B6e36Smmf19+JRdXkcna7hj6NG7ZGzdIhwJBALB7tLlVLXzzz+fdevW8dRTT/H000+H2hVFYerUqVx11VXtzBYIBAKBIBq3Tw2/n1CUxl/HHrjGv+kJaiqA1e3vYOSBi99exs7XikLHkjYBSdagTelLypiwv48p/0hM+UcCajrXgU7QZ8dfNh8AbbNA1poep3zMjueSkI2poTb7xulRYxKKTo47t+qjO7At+Sx0nDT2XLTNptgCgWD3+a50PY+smMVhGfk8v/43CiypnF5wSKjfHwyg7ebovter1wDwwaSLOKdoeLeu3VlS9aq3Ub3n4P9BQyAQ7Fm6LBzJsswjjzzCtGnTWLRoEVarleTkZMaMGUOfPn32xB4FAoFAcBCzYEcDAPce0xedpsuBsPsNkiRx35R+nDSoe8vM709EikYph/8jlEbV87J1bU05KAi6akKPZUNy3DGy1oix59H4rTtwly8IGWjLxnTyLlxE0N0QN+0s6LbjWP9zVJupYP9K5RMIDnSeXTuPBTU7WFCzA4AKlzXU98m2lZw39136J2Wy/qy7u+2cqxy1XFg4gnN7H9pta3aVURmq0H1s3oB9tgeBQHBw0GXhqIW+ffvSt2/fjgcKBAKBQNAOk19SQ/kzLQd+SP1DJwzc11vYYyj+cCU184BzQ/4+fwZyzvmVypknk3/p2nbHGXMOp3HRYziLw+lqKaPvQpvYExJ7xoxX/D42XJ3Y7fsVCARhnH4vQUWJamv0uthuq2dFfTnnzX0XgE3WGjwBPwbNLt8e4Q34cQf82LwutribuCA5c7f2vrtoZQ3OSx5HL7zSBALBbtLlv4xut5sXX3yROXPm4HK5CAaDUf2SJDFr1qxu26BAIBAI/hxYDOKL7f6EEvAR9DSiSchk55sD8TepfjvJo+8i7Yh/7ePd7V2MuYdTeF1dh+MMudFVz1LHP0zyyFvbHO+tCXsYmYcci2PtT7u+SYFAEJdLfv2Q2RWbAbUsfZLOSKXTRp9Pw2m0r084lyvmTyfhnXv45ti/ckJ+138EWFRTwriv/wvAEZkF+JUg5xXsmxS1SHZHCBMIBIIWuvyX5JFHHuHTTz9lzJgxDBo0CFk+cNMKBAKBQLB7BIIKgaCCXrv7nwW908zdsKOuEXDXI2vNSNoDP9qpOwh67ex4IY3ME97BufVrHJs+ptdVZSHRSNIYSBl73z7e5f6LLlWNxM484W3MA85Fktr/d+GrLwUgdfL15FzyHA1zXgZZ3OQJBN3JD2UbAPjm2L9yfN4AjvruBf63fn6o//J+Y7i07yiumK96kp3802sEpj0VtUZQCWL1ekgxmPAG/JjeuQeAVWfcwZDUbOw+T0g0AvitOSUuyyQiCgUCwcFBl7+d/Pjjj9x6663CBFsgEAgETH1zMV+vryL41Km7vEaiQcv9x/bvFvGpKwRctZS8nEvSiJtIn/RUh+OtK1+mYeHD9Lx0bZs+NwcaSsCL316OLrkQAMeWmQDUzr4WxecAoPr7S0LjUw7/B7LWuLe3ecCgS+5N4c0epE6Wvrb+8QEAWeep77/Uo6/eY3sTCP6MlDubcPp9vDvxglAU0f2HHsdxP7xMn8R01ky9E52sQZIk7Bc/huVd1eR/Q2M1mUYz6Ub1B43/W/MLdy/5hkyjmRq3I7T+sJlPseXsv7GivhyAZ8eewSk9BzPhm/8xypixl69WIBAI9hxdFo58Ph/Dhg3bE3sRCAQCwQHG1+urdmnejNUVHNk7jVSTHofXj1m/99PUPFXLAPBWL+/U+Lo5NwLg3PEjlv5/2WP7aiHgrEHSJ+5RoaZxyZM0LvgnpqKTcG37NtTeIhoBuEtmA5Ax5SXMA87bY3s5WOisaATQ+OsbAMh6IcYJBHuCzdZaAA5LD1dDnJzbjz9OuYkUvQl9RBqXSavjsn6jeWvzYobM+DcAMyZPY3haDncv+QYgJBppJJm/9h/LyxsXhFLeckxJXDdoPLIks+m0O1m77uAuGiAQCP5cdFk4mjBhAr/++iuHH374ntiPQCAQCA4Q5hTX7tK8DdU2znp7CQAXjMgjqIBJt/eFo4CzEgDZ1Pmy579r8jnF59pTW4qi5JU8jL0mk3Pmd3vsHIrXBhAlGsmGVIIetdKdPmMY3tpVJI+8ncRDLt9j+/izYj7kOBTv3nk/CQR/Jm5Y8DkWrZ4hqTkA9DRHR4mOzuwVd97rE87lrc2LQ8dTZ78Zelx89r3Mq9pGo8fF5f3HYNEZSNIZeHLNXACmH30xckR6qtwFEVkgEAj2d7osHJ100kk88MAD1NfXM3z4cEwmU8yYM844ozv2JhAIBIL9mJZqaF3ljx2NoccfLC8D9pFw5GiOlgr62hyj+D1469cRcFTymn4Ej5uO5I2qUi4dsnf26C6ZTcBVi8YUm/IQ9DSBrEPWJezy+pI+2n9Dm1RE9lnfUfqmmtLhrV0FgKnw+F0+RzwURUH71p08MvJE7hk2uVvXPpAIuqwYcgft620IBAcVDp+HFzf8HjpOMyRg1nXex85/2ZPcs+Qbyp1WPtiqRqbePfQYihLTKUqM/qHhXyNP5Jjcfhyb279L0YYCgUBwoNFl4eiWW24BYObMmcycOTOmX5IkIRwJBALBQY4vEF1R863FO7lsdGy58XhcPn1FTJtJt3f9jZSgH+uK5wAIeh1tjrOte4e6n69Hl9qPx00nAuD32vf8/vye0OOSl3MpuL4xSiDy1q2l7N0RaJP70HPa+l0+T+OCfwJgGTKNlDH3hryOepz6GSh+rMufw102D316tFIWCAZ5bv18jsgq4l8rZvHZMZei6UKxjE3WGgBe2rDgTy0cBZwNyObUfb0NgeCgYqutHoCe5hR2OhpJ0Oi6NF+SJJ4YfQoA7066oN2xWlnDcXkDdm2jAoFAcADRZeFo9uzZe2IfAoFAIDiAcHoDUcfvLS3tlHDUWnBqIWEvexy5d84l4KgAIOhrWwiq+/l6AHwNmzEkH48HGae/7Qil7kBRglR8Hh3h0/DbfaQcfj8BRxn69CHYN3wIgL9pSxfWVbAuewbLwAuQ9BZ8DWp5akP2GDKPfTlqrLmPanZu7juVgLsBjTFa3PiiZC23LfoydFzltpGb0L5h+C1/zOT1zQuxXfwY7xYvBcAbDLQ752AnYK9HY07b19sQCA4qNlqrAXh+3JmcNusNRkT4GwkEAoFg1+iycJSXl7cn9iEQCASCAwinL/qGf0eDs1Pz6hzeuO2+gLLbe+oKQW8TAN8VTKPXzq9JK/0VU/5EFCWIs3gGCX3PRAl4ouakaqAyAE2++NfQHXhrVuHc9i2e8t+j2q0rngtFSBXd4g2ZV2sSslECXiSNvsO1/Y2bqZ93N/Xz7gZANmUCkH32rHbntRaNAJpa+Tz1nP5wTPnq1kSWv15UUwJAlcuG2+/DqO1aRMDBgKIoBJwNaETEkUDQrVz/++ccmpbLCXkDeevI8zm7UBT1EQgEgt1l7+YGCAQCgeCg4P4fNkYd1zk7F4VT24Zw1FqI2tMEPVYqJTM3Nibyt4TJVH46BYCSl3Ko/uZ8ar6/hICtJDTehp7KgPqR2eT377F9lb0/iobf7wcg5fD7446xrXkD64rnkfRJBJyVuMt/69Ta7spFUcdBl5outitV22R23ctjm62O2RWbQ8elzqZdXuuAJuCHgB/ZYN7XOxEIDhpuW/gFtR4Hl/YdjUaWubjvSEx/QmFaIBAIuhshHAkEAoGgy7y+sCTquNHl4/Q3FhEMth85VNOGcHTSwB7dtreOqJt7O/ZNH7NZr6YvpATdAARcdaFqYo6N0/E1bArNed44OvTYE9wzwpG3dnXUsWXAOXHH1c66BgB9pvoretDTOeHFU7Ew9FjSWXZliyEiKwcNTslCJ6uphotqSlhdX9Hu3E+3r4o63ulo3K29HKgEm6O2JF1skRGBQNB5Xtn4Bxf/8gEPLf+RZ9fNA+CqAaL6s0AgEHQnQjgSCAQCQZdQlPji0FfrqnB1EDlUY48Vji4dlY9xL1ZVs674H+6S2dQG1aiZJGMi+oxhBJxVUeMCzprQYy/q/owEcQfUa1SUIJ7qFd22L79tZ3SDrKafSZr4EUEBeznQvkdTJJ6qpVgGXUzRLV4sgy5U125VVa2zRJaZvqL/WHTNxtjjvv4vh37xdLtz51QUA7Di9NuBg1c4qnHbeWbtr23+e1G8qnAk67oe8SUQCFQeWTGLa3//lA+2LuOfK34E4OHDTvhTpr8KBALBnkQIRwKBQCDoElZ32xE3njbMr1vY2ejCrNew6vZJLL7lSBbedCTPnzm0u7fYJkogLFzVS2qkh2xKJ+i1EfRYAUg/+lkAamddjQ+ZjzNPpylpAEdl96G/NoAnGMC+4SPs696j/IMxuCMieXaHgLs+6libVEDakY+Td8mqmLGG3CPIOKa5KlwnIo789jK8VUsAVcRIGX0XySNvo+Ca6i7tUVEU1jRU4PSrz2PFeQ+QabTg9PvQvHlHaFyZI3pP/ggT7B/K1DTHoWk59DSn8HyE99GBhsvvY4u1Nm7fHYu+4vZFX/LB1uVx+4M+NdJN0ouII4EgHkGl/c+TLdZa7l/+fVTblNz+3PsnrtQoEAgEe4r9SjiqrKxk1KhRLFwY/SV8x44dXHPNNYwaNYqxY8fywAMPYLdH/8LqcDj45z//yRFHHMGIESO48sor2bp1697cvkAgEPwpqLC52+zz+DsQjppc9EoxcUhOEiPzUxjdK4UEfZfrNOwyAZd6k18nmXjMdCQALrT4rduo+HgiksaIISucljZDN5C/eQv4wmMi1ZCAQZZxOWup+f4San/6KwDeboo6CrobkbQmCq6rp+dftyNJEskjb0OXXEiPUz5Bk9grNDb3nDmYClRfpvq5t3a4tm31awDoM4cDoE3sSdqRjyPJXYv00r51J8NnPs0/l6u/7KcZEsg0xnr0fLJ9ZdTx6obKuOvdNfRoltSWYvd54vbvz+y0N2J59176f/Y4v1dtZ3ldGaCKSRfMfY9fKtWKd28XL46at6ahgkqnNRxxJIQjwUFER2JPR6xvrKLPJ4+gefMOdG/dxdubF7c59sdyNZ34/UkXYtBoefiwE/j62CuQpF33YBMIBAJBfLr12/rOnTt54YUXMBgMHHHEERx77LGdnltRUcEVV1yBzWaLardarVx66aVkZGTw+OOPU19fz5NPPklpaSmvv/56aNztt9/OypUrufPOO7FYLDz33HNccsklfPPNNyQnt18iWCAQCASdp9Kq3uQvuvlI3l6yk+d/2x7q61A4anDRM2Xf3SgH7OrN/VJNTqjNRVg80WcdhiYh7LfUJIXTiBJ1BowaLZ5WmUd1c27EMuhCZP3u+QYF3fXIxjRkvSVmLXPf0zH3PR3Hlq/wN23p+uKyDklnIfmwm3drjy1UuKwYNVo0kkyaISHUfnbhMP6o3kG1K/zjTrG1llFf/idq/uX9xgBwSGo2oKarDUrJ6pa97S1WN4S9nI78Vo3+Ckx7igXV25m+bUWozxlRha/SaWX4TDWVr9zSnEqjESk1ggOfNQ0V/H3pd3y9cx0fH30JZ+1CJbP3tyzjkl8/iGq7fP50+idn8vCKn7hlyESOyxsQ6ltaW8qItDzO6z2C83qP2O1rEAgEAkHbdGvEUX19PTNmzOCEE07go48+Yv369R3OCQaDfP7555xxxhnU1dXF9H/44Yc0NjbyyiuvMGXKFM455xyeeuop5s+fz9KlSwFYvnw5c+bM4fHHH+fMM8/kuOOO46233sLhcPDBBx/ErCkQCASCXafCpgpHAzIt/PeMQ7hufGGoz+Ft3+OopNFF/j4Ujlp8hCyHPwDAKT0H45HCN+6yPokVdmvo+AnThNBjk0aHQaPHK8VG6fhtO3Z7b0FPA7Ihpd0x5j6nknzYLaFjXdogZFNmu3N8DZvwVCxEl9Jnt/Zn9UZHmj095jQkSSI9QjiafvQlZBotfFmyhqASpMZt59OI6KOByaoo521OXevVXIr+vqXf7dbe9jbegJ9TZ70e076xqZpXNv4R1VbrcYQe501/KPS47sf/AhBsjjwSCA5Ufq/azvCZT/P1znUAPL1mbqfmldgbWF1fwc/lm/nXip9iRKMWJnzzHD+UbeTFDb+jKArnzXmX70rXs7R2JyMz8rvrMgQCgUDQDt0acTR8+HA2bNgAwNixYzsVKrpx40YeeOABLrjgAsaPH89VV10V1T9//nxGjhxJWlpaqG3ChAmYzWZ+/fVXRo4cyfz580lISGDChPAX/LS0NEaPHs0vv/zCtdde201XKBAIBIJKmxuzXkOiUf0IyU8xRvUNyY5vuFxt87Ci3MrlY3rF7d8buCv+QNKZ8ST1BpZSaEnj653r2Ckl0VOxcoszh09+eIs3hz3E+FUPRM3dYW/AqDNgi/joNGSNxlO1mKDXwe7gs+7AuuJ5kMNrv1O8hEPTchmWltvmPHO/qdjWvt3u2qVvHwKAqfDETu0lEAyikWN/V5qxQ6369tL4s3lq9VxOzh8MEIo4KrKon9M6WWZ5fTW6t+6KWWP60RczfObTrGtUU9fyzGpE8MySNZ3a2/7CDX/MiNs++PN/A6pheIbBjNPv5b0tSwkEg+RN/2fU2F/TCplYuY5lWiP5tjp6J6ZT53Zg93sosKQxv2obdW4HpxccssevRyDYFW5f9CVmrZ5HVs4CoE9iOpf2Hc2DK34gqASjqi+2ZmltKWO+eiZu32fHXMZpvQbz0oYFLKwp4b0t6g/FX5as5YeyjXyyfWUoHfbaQUd070UJBAKBIC57zFiis/nFOTk5/PTTT2RnZ8d4GwFs2bKFk046KapNo9GQn5/Ptm3bQmPy8/PRaKJ/Be7VqxdfffXVLl6BiqIoOJ3O3Vpjd3C5XFH/FwgOZsT7/cBgZ52dLIs+9LdRjjA+3lZjxZkX63kDsGhbHYGgwpG9LPvs76qj+AuMff5Cg9OBSaPD2Bx4e3TSZRQ3/ZdPPKroNW1HLbMyJ0FEETh/wI9J1uGVNMzSFjHOX8qCnhdzeNViXLZqgsldu6bI97unThVlCPpDz820eR8BYDv3objzAQKaZALOGhwOR4efu4o+tcPnvczZxMCvnmbGxIsZkZbHJmsN4zILuHHxF7y1Vb15OzmrHxf2VNNQnE4n2uaqYU6/F6fTyf2HTOaUuW9FrTupRxHH5fSnQJdIoTmVm/qPD+3l1oETeK148T79rO0q7xYvabf/8NR8zisczjtbl9HgdaF/O1ZE26JLoMCUwinzPwXgkOQs1jSplf3qzr6fY79/CW8wQPVZ/8B0EFSI2p2/7w6/F7NWv1vn/6VqK4+uncMXky7BKNIDO8Wcyi18U7aBB4dNwaIzRPV5A36eWftr6Pj8guG8cvhZfLJjFUFFodbaFDMnkm93xIrFlxQdxjvbllFoSMLtcnNZwQgOT8mj2mllUo/e/H3lD5z802tRcw4xZ+yXfzvE9xnBnwnxfj+wURSlU9pNp4SjmTNndunkZ5xxRqfHpqSktNtvs9kwm2NvQsxmc8gg22azYbHEekuYzWYcjt38Fdjn61TK3Z5m+/bt+3oLAsFeQ7zf928WbKkjSaOE/jbW1YT/zq7cspMRhsaYOXWuAI/+obbXl27DU7VvajOkOqo4qyaRZRXfArCyfHuoz9nqI3FlznWwI1zx69bUIbxS8gsb5XSuMZ9KmtZA/eZiPtDkMrh4BV5bDrvC9u3b0dVvJRGwDXqc+lafOe19BunrPFiCXjasWQra6M9KQ9mHGCq/Dl1VoyNIeau1FtkqeaR0EZ8PPIWAorDCUQPA+2v/4EFXAyudtSwcel5INLosczAVW7ZTQSxnpfRm/fr19Iho66lPZKfXxgR9JscqaWzauJGP+5wAjvB16W1unH7vfvFZ2xkqvI5Qqt3CoecxdvVHoT6tJPNanykMcupYv349Hmt0pbwFQ89FI8lcsOk7st02Kg3h6LwW0Qjgw6XzQueYvXopfYwHj1djZ/++l3vV73irHLXcv3MBPwyeSqrW2MGsaKq8Tq7aMot3+h3Pvdt/ZbWzlrmrl1FgSOrqtvcLgoqCvJvGz4qiMKuphCEJ6eTozO3eLNy88Ru2eay8XLyQF3sfw0hL2Ifsnoi/jYNMaVyT2J/169fTYFUrNS5fv5YMXWxasicY4KXKVfxqLUMryfibzbQv6zGYSxN6c/UhfQmU1bC+rCY051+Zo1CCCn9vPj4vYwAf1arVGeWKetZXdVxZcl8hvs8I/kyI9/uBi17f8Y8znRKO7rnnnk6fVJKkLglHHaEoSpt9LR92nRmzq+h0Ovr27btba+wOLpeL7du3U1hYiMkkKq8IDm7E+/3AwDN3EcN6Whg0aBAABc4yWKp+cfcbkxk0aEDMnPM/XMUflao30sihg/dJ1RvF76R6npNl/vC5bztsCj/NeYM8vYE6SU256mNJZ4u9jqTsLIiwLpo4bCTfOtZR72gEoN6vXk+JIZdjUmTMzc9HZ4l8v0vGYprWQuGovyAZUnEFfLBKHTeonXU9SdU0boR+Belok4qi+qrm/TfqOCVBoaDVWk8tWEuFz8G41dOj2he7a9jhVK9TyU2H5oCoMYX9GdQ7dj+2QdFRUf/Vn8b9K39k1em3saS+jMMz2k5PLNrmJlC2hL4D+qPrYpW3fYGvoQI2wDMjT2Vw38Gh5yZeZJivIQW2q1EZS0+8if5JGQD0qVlKjsfKDlNq3HPcsG1O6LGSmcyg/K69t1rT5HXjCvh4d9sy7hg0sd1/fx9sW8HViz7npNyBTD/ygt06byRd+fvuDwYY84ma2jc6XfWwOX7dDLaefnfcKn7xUBSFMR+r6abHrvs81F6VpGWRo4zL+4wmP+HAEeSm/vIOsyqLeWnMVC4s2nUj6GX1Zfx99e+h4ynZfXlm1KkUmGPfi4bts6C54OG1W3/m12Ov4ZOSVdx3yDH8vOpDAGrO/kdUBFddtRG2/8pJ62fS8JcH0Lb6Nz3+hxdY3Zyq+n+HnUKBJYVErYFxmQUd7v0i+wjWNFbywtHn8ZyisMPRGPo3tb8hvs8I/kyI9/uBTXFxcafGdUo4mj179m5tZnewWCxxo4bsdjtZWVmhMbW1tTFjHA4HiYnxvTY6iyRJJCQkdDxwD2MymfaLfQgEewPxft+/cQcU0i3h18hiCkcB1LsCMa+dLxDkq/XhX4/jRZHuDaq+vAhfq5oQxxUO5rqB45lXsZE6Wf2yc/vQo7huwWdcufAzAIam5jAwuQcJCQn0SIiNVKjXZyJ763b5PWsymfD71OIQVyz/kc93RkfeWPGT3eq8dp+H9Y1VDEvOphEwSG4M7Zxf0llIGXoZplZjRvboycclq2LG72gWxwD+veFX9LKG58adycV9RqLXdPzV4fqhE7l+6EQAjrEMbHdsSkJzxLBeS8J+Wpq+zNGERpLITkjC2+ydflzBIBISEvj0mEtp8rrjvv5jTb3pk5jOFlsdw7N6hgSbS/uPIeNzO4tSVEEty5RIlcvG5f3G8MbmRVFrXLnwM+r7PhxzA95ZKpxW8mc8GjoOyFLIkwag+Ox7KUpMxxcMoCgKVy9SRZZvyzeQOP1+Xhp/NlcOOHyXzh2Pzvx9r3SGDeoX15WGHr+5YxkPjjg+dOzweTC3kQ71R3V8w/obFn8BwH83/o7zksc7ve89zYdbl/Nu8RLenng+Fq0hKj1xh72eWZXqF/trFs1g2qDD230/bGyq5sY/ZjC7fDOLT72F6xd8xqOjTqZvYgaza7ZGjZ1VWcwhX/+H1yacw7TmaoeKonDST6+xwVrD1QPG8fLGBQBM/OklAP63URWevjvuStISo8W3zMSU0OMLF3zMjMmXhfbqDfhDohHANYdMwNCJvyctvH3UhVHHqYn7f+SY+D4j+DMh3u8HJp39MbdTuQJ5eXmd/i85uXt/vSkqKqKkpCSqLRAIUFpaSp8+fUJjSktLCQajy0Dv2LEjNEYgEAgE3YPTG8Ckiyhhrwl/lPiDsRGgtQ5vTNu+wLn1a6xS7E1mglaPKyhRNvlDdLKGYWnRKWezTriGj46+GIBUXaw3SpkunYCjfLf2Vjf3FmzoY0QjUCtxtY6sfX79bxz+9X+5f7M6PuhpDPXZN3xIxafHhY6N+UdReH09pl6TY9ZuSRNpiwyDmc93rMYbDHBF/7GdEo26SkLzDbLT7+v2tbuLXh8/HKqIZvWpIRjJOlUwnVowlMv6jY47T5Iklpx2K1v/8reoL2anKV5yPDauGHkKPx1/NaOaK0O9csRfWD31DuaddAOBaU8Bqr/P7piH50+PjoSKFI0A7l7yDTN3rMH49t30/kQVmF6fcC4n5KmC3zW/f0pphJC4N1jZEJ0M+etJ15NmSGCHvSHU9kf1DpLe+zs/lG0MtdW6Hcyr3IqiKBzxzf8AuCpC9GoxcAfwBPyc+lNsZby9zYbGaq767RPeLV7CD2Ubyf7wQSzv3suC6u2sbajkkRWz+Kl8MwAPjlD/XV827yO8AX+ba17y6wfMbp4z+qtnWFS7kynfv0ThJ//ioRU/AVB+3gPMOTFcPObNTapgWe9xcuQ3z/Fj8/N636FTeHzUyXHPc1xebHRpaoT4+23per4oWauez9nEJqv6A8LZhcO4ZcjELolGAoFAINi3dPkvttfr5e2332bRokV4vd7Ql9kWE+ni4mJWrlzZwSqd54gjjuD111+nvr4+VFlt/vz5OJ1OjjhCraQwYcIEXnrpJebNm8ekSZMAqK+vZ8mSJVx99dXdtheBQCAQQJPbR7IxorKYNr5w9NOmGs59dymzru6+aIWuEnA3sPPVAlLGqu4Y7v4XQvMP3r+edD0AZq2eYlstT6z+mRFpuaQboiOiIk15M9P6AtHl1t/3pvGofelu7VNO6MFaT9uGvafOep3Teh3C9K3LmX3itTj8qhj38tY1XEO0cFTz/aVRc9OP+V+b63oDgajjOw85inxzCjcvnAnAgORMaqt3zyuwIxKan1+nf/8QGNujzu3A6nUDkKTvnN9Okt4YM3bbQ2MByE/LZWhuP0Zn9mRVfQWSJDE4JTs07sspl3ParDd4bOVszi4c3uX9lkQILZF8NeUKTswfyOXzp/NO8RI+265GnVW41Eifo7L7cFm/0by/ZRmX/PoB35dt5K/9x3b5/F3F5fdx6k+vMadyC9mmRBx+L0+OPpUjsoo4Oqcv7xQv4cnRp5Kg1XHPkq8BOOnHVwHYcvbf6PvpYygoXNjnMAAMGi0vjj+bF8efDcDK+nKu/f1T1jZUYfd7+LZ0PY+tnM20fqNJ0hspsTcyMKVH/M11M4qi4AsGeHD5D6EKYZFM+Oa5mLb7hh/L25uX8OHW5STqDKHriuSORV+ypDYcpaWTNfiC0f/OPzrqYrJMiWSZEglMe4qXNyzgugWf8dy6+dyx+KvQ+L8Pn0JuQjK3HzKJnY5Gnl//G7cMmcj5vUdQ5bLFva7cVtGRq+rLmV2+ORS1BPD8uLPI6GTKoUAgEAj2D7osHP373//mvffeo3///tTX12MwGEhLS2PTpk34fD5uuOGGbt3gBRdcwHvvvce0adO44YYbaGxs5Mknn2TixIkcdpj6xWD06NGMGTOGO++8kzvvvJOUlBT+97//kZiYyPnnn9+t+xEIBII/K0t2NhIIKjS5/aQmhEWOyIijQIRw9NCPG2l0+fh+Yw37Ctvq11ACbhp+/wcA9pxJULmY1yacwxFZqidQS8RLudPK4JRsjK1+BY88TjXED8He4guSv4t7VIJ+gu56pGH/hG1hg+SXxp/NNb+rFbe+K93Ad6UbQn31HrWK0KCUbKiTCLgb465dcF0dsr7tlO0GrwutJPPSEWdzVHYfihLTURSFx1f9TBAlJHj849Bjd/HqOqbl+X914x88PvqUPXae7mBGyRp8wQAaScbUDZW5dKl5ACTqjKH3YyQn9xzMZf1G83vV9i6vHQgG+WbnOjSSTOX5D7LFWkuN20EvSwqHpKpRdVNy+/NOc4W4sZm9WFhTwrsTL6AwUf2h7sI+h3HTHzNo8uxepZxPtq3kx53ryfXIDEL1a1rTUEGWKZFMY7i4yf3LvmdO5RZAff+f0jPshzat32g+276KrA8fiHuOPp+G0/He37IMgEWn3hw1ZnhaLr+fchPQnMI3/SHuW/Yd9y37LjTGf9mTe9SDTVEUatx2cj76Z0zfuUWH8lvVNm4/5ChuXfRFVF+fxHQkSWLRabeQ+cH9WH2ekIhp93vIMSXhDQb4T3OlM99l/0aW1L/N3oCfc+a8y1c71eifvxRFi5BnFw7jidU/hwTjFh467AQAZElmaPN7Jj8hmVEZPdu8vsioxPyEZP7VKsINEKKRQCAQHIB0WTj68ccfmTZtGnfffTcvvfQS69ev59lnn6WqqoqLLrooJl1sd0lLS+Odd97h0Ucf5Y477sBsNnPCCSdw113RpW2fe+45Hn/8cf79738TDAY57LDDeOaZZ7o9dU4gEAj+rIx5dl7ocaopfNPcVsRRg0tNPbrvO1Xw+PTSUfSw7F5J7c6iKArusvl4q5dFtTcaMgE4q2BYqC1RF44GMWq0McJR5E2kRRe9/2S9kSavu920kY4Iuush6MeuTwXCwtHYzPiG0stqS/m5Qk1Dsfs9yIYU3KVzSRp6BUogOt1L0rRdDhvgv+vU17TF2wTU6y0++14CSpCps98CYHyPwi5eVedJ0KjP6ZNr5vLapoVsOOueTt9Y9v/0MU7rNYSnxpy2x/YX+dpe/dsnoce7Iy7ocwYiGy2Yh3QsyA1JyQpFBHUWRVHQv61+Tzoquw9phgTS4ryfzis6FK0kc3bhMDRyfPeCRq+LzdZYH8nOsrahkvPmvhs6vto7GZPJxPCZTwPRAsf/rf0FgNEZPTm115CodU7IG8iw1BxWRaSx/XbyjaGUtBZGZeSzpLaUL6ZcHhLI4pETx68MwOpzk7yHvLb8wQCGt++OaX9wxHGcXTicQSnhqmVFiWmMzMjHojVg9blDkXlphgTuHTaZx1bN5qOty6PWuW2IGnV/eq9DQs8pqGLOzCnTKHc2sbahitakG83MPuEa+n76GBOzevN/Y0+PEUZbRKoeps55h/Y0p7CzOcXxiB6FnFU4jLsWf83ms+/t1HyBQCAQ7F90WTiqr69n4kTV8LJ///58/PHHAGRlZXHVVVfx5ptv7nLU0dixY9m4cWNMe//+/XnrrbfanZucnMxjjz3GY489tkvnFggEAkHnSTWFBZSoiKMIL556Z1jEyEkycObQXStX31X8jkocGz6kfp56g2YecB6OjWrJ9DK/jEGjJTHCULeXJSX02KjRkqI3YdBo8bQSgxRFQb/FhUaRGJqew4n5gzgiq5BTfnodh7WEgLMGTUJml/eruNWbcodsRCdr0EgS7oC/Tf+P0V89E3q8xVZHqddH7sbpeA67BVnf6mZYbjsqpiXVfFJ275g+Y3MUkLlZKMsx7TkT2oQIE+AGr4tPtq3g2kFHdGruFlsd/1n7a0g42txUQ7XbHjd6Z1fZE95Lis+FZdSZSG2INZFkm5Kw+TzYfR4sbRhBt6auOSIN4MT8ts3JNbLMub0P7XC9Vzf9wUtHxKZFRdLgcZKkM8YIUHMqVFNnk0aHK+Cj54zHorxxFtfuZGxmAR9sCYu8P0d477QgSRLLz7id36u2c8+Sr3lv0oX0sqRSc8FDZH5wPwAX9xnJi+PPJqgE2zTNjuQ/Y07n1kVf8OzYM3hvy1IW1+6kzNnU7cLRFfOns7mpJiZlrIW/D58SJfQAUcJZ61THaf1G89iq2MI1LcLb9GZPttbkJiST20YluaLEdOoueBiTVhf3b096s5jblqAdSeX5D6KXNXy4dTkLa0p488jzALh5yMQO5woEAoFg/6TLwlFiYiJer+pDUFBQQEVFBXa7HYvFQmFhIRUVFR2sIBAIBIIDnchUtcj7RH9AFSNsbj+VNk+oXbMHUz9aU/Hx0fibtoSOEw+ZFhKOvihZwzE5faOiRQos0WWo9RotzkseR/PmHVHtZd8Vw7xyjs7JIrkog3+NPJFNTWoangcNvqZtuyQcBd1qRTUbOpJ1Rpaefitlzib0HVTRyk9IptTZxGZNOrl+O0rQT8AZHU3QXlTM/KptADwQUaWqNU+POQ2drGFActevq7NEpioBlEVU1OoqAz9/AgDnJY93m/Gu1eeOafvuuCt3a82g14Wk71zlmZbImAqnlX4Rr8Pbmxfj8Hu5rllk22ar44HlP/DCuLNYUrszNO70Xofs1l6NGi3ugJ/ttvpQClsLX+xYw5k/v8XcE6/jqO9eUPfxl7/z6faVlDqa+Gbneo7O6UvfxAxmTf4rhTPVKmY/Rhhaz63YQp3byRfNBuBX9j88FF0Tj/FZhfx6cvgHyjRDAi+MO4tMo4UzC4d26dpuGnIkNw6egCRJTMruw6FfPI3V6+l4YidQFAVJknh4xY+8tXlxVN+3x13Jsbn9WFZXRrG1NkY06og+SRl8NeUKxvUoINWQwDlz3glFpb1yxF/Q7WIFvhRD24LZJX1HMim7N0WJ6R2u0/Jv+pqB47lm4Phd2otAIBAI9i+6/K1q1KhRvPvuu4wZM4aCggJMJhOzZs3ijDPOYPny5Vgslo4XEQgEAsEBTVpEqlqkr1FLxNGqCvXm/4Uzh3Ld56s5dsCeEx5aEykaARhyxoUeb7c3MK1VBawCc1g4svnCN41fH3sFjd6waFA1T63wqVEkMpt/fW8xznZKOhTvrgkeQXe9em60JOuN5JtTyDenYPW6kZDQazQx0U9AyCBbKjwJil9E8buo/Oy4mHFtUeZsAmBketvuTL0T0/n46Eu6cjldJklv5IlRJ3P3km92a53Iyl+HzHiy21Ji5lQUIyGxZuqdDJnxbyDWALirKF4nciejWlrOVeGKFo4unz8dgCxTIlUuG9+XbeCbnespsqSxxVaHSaNjy1/+RlYnU4vaYslpt3LIjCeZXbGZKxKjDbIv/OV9gJBoBFD0ySNRY4pttRyT05f0Vv5gvRPTSTOY+NvSb0Ntx+T05YXxZ3Z5j1cPHNfxoDZoEVdNzZFvrsDuRZgFgkFO/PFVZldsZuNZ9/DJNtX4emhqDqsbKnh74vkc3xxxNSqjZ7t+Qe1xUs9BoccfH30JJfYGDBrtbr/ebSFLcqdEI4FAIBAcnHRZOLr++uu56KKLuOqqq3j33Xe54IIL+Mc//sE777zDxo0bhRm1QCAQHIT4A9H+dZERR5FdLR5HS0sb0coSl4/pRY9EAyd0UTjyOyoIOKsxZA7Hvv59JF0C5r5T4471NW1Hl1yozrOXR/VJGiOy1oh5wHkY8yZQt2JrbNW0iJSWyNLeJ+YPihqnSzLgs3pICug4OqcvoEY7ADRIpqjKZl0h6K4DSYMtqJAU4beUpDfivewJql32UCn4Fv7afyznFh3KsT+8DL1OgOIXo0SjoltiK5T5ggHOn/seD444jiJLWigFqztMnneXyMp13mBYJLN63SyqLeGYnL7cuvBLDk3PjfJjakFRFLbY6kLHWyMe7w5BJRgSaCKjrnbn5lxRFIIeZ+cjjprTBMubI7ECwSC+YCAUCXTOnHeixreYEY/J6NktIsKglCyKLGkUN/scKYrCKxv/YGRGPoekZrO4ObpJK8n849BjeX/LMowabZQXUa/mqL5Fw86nd/9+vLF9GdcMHMc9S76JqgA2OCW7y9E33UXLvwPXLqYmPr9uPo+ums2U3P7MbvYg+7JkDdvs9Tw5+hRuO+So7tpqXHq1ipwUCAQCgaA76bJwNHDgQL777js2bdoEwO23347FYmHZsmUcc8wxXH311d2+SYFAIBDsWz5aES3IJBrCHx8WQzgtosHp5egXfueXreqNu14r75K3UfmH4wnYyyi6xUvND9OA+GKIp3IJ5R+NJ+v0mSQUnYSn4g8AJJ2FrNM+C0Ub9TjxHSqcVtxLHyLNGHvD/uFRF3H+3Pfa3E/QG8BnVaORHj/kBAoL+wNqlIJJo6NJMhBsFXFkXfkiupR+mAqmtHutQXctblMPXt74B/2TogU2WZLpYbJw46AJOAM+Xt+0EICXj/iLmgqDhCvCV0q9+Pg33msaKpmxYzUzdqwGYGrBUAwabZumyHsTU4Rw5G6Ortppb6Twk38BMGPyNJ5bPx+L1hBXOKp02djRXHr+4j4jeXfL0m7ZV5kj/JpKkoRGkgkowZjomS4R8IES7HTEUaLOQIJWx/RtK3D4vVzVbNCdYTCHniuAIksah6TmhCpndVeqHqhGxz+UbSRFb2JJ7U4+b34PAfxt2GTOLBxG/6QMzDoD9zVX4HP7fXxXtoGzf36bvokZofEGjZbbhx4FwFNjTuOhw05gce1Onlj1M9d30ttqT9BifN/ojV9BTon4d3bboi/577p5yJLEuql3UZiYxk3NFcnei3jvPbl6Lk6/j5G7GFUkEAgEAsH+Qpe/VSxevJjBgwdzxBHqh7skSVxzzTUAWK1WfvzxR04++eTu3aVAIBAI9il2T3SqVKR3zpheqcycNppv1lfx6h8lbKxxADCp966nNQTsZQAEvbZQm6d6OYYeI6LGuct/B6DqizOi2guuq0VqJaDkN0ftRN70+x1eZL2GPs03toel58XdT/XvYc8YbSDaNyjdkECjOzkm4qhujloKPJ7gFSLoxbHkUdZkHQ9u2GStiRkiSzLPHK5e34SsIlbUqc+NJEkoKMwo20KkS1H+pWvjnmppXWnU8Ywdq0MRU/ua1AgRZYe9gc1NNQz/4ulQ29TZbwJqFbl4rGmoZNq8j+hhtDAxuw/vblmKpx2D8c7S+vX4/ZQb0UjybkXFBJuFCUnXOeFIkiScfh9flqzly5Lwa1vrcUSN++joixmV0TPkzfXE6FN2eY+t6WlJ4dcty1hZXx7Td8+wY+IaURu1Ok7rOYSvplzBlNx++D2x/w4MGi0GjZbj8gZEGWbvC5L1JvSyhreLl3BBn8MAWFC9HbNWz09lm7hrydcxc4KKEvLViuTK/oeTnZDIwyt+Atr+uyIQCAQCwYFCl79RXXLJJUyfPp1hw4bF9K1bt457771XCEcCgUBwkHHPt+sBOH5AJj9sjBU3ThuSzU+botvHFe566oQmIZuAsxJ36S+htoAz9rzemhVx57cWjSKxaNWbXCWosPJf80gd2oORFwxl/sk3cHhmQdw5vmajb12ygaA3Om0v3Wim0ZFE0NPU7jXFQ/ZUA6AvPBE2bOXBEe17FF3SdxSX9B0V1Tarakf0mrr4XoNLIwyTW6iPqL61Lxmelht6/PXOdXy9cx2get4cld2X+5d/H+q3et0k6Y3UusPCyQk/vgKovi9ys6h5+6IveW5c1/1yItlmr4863lU/mkiUZuGosxFH7fHuxAs4t+hQltaVhvb24/FXk6o3cVhG295VXaWXOfrf8o/HX40vGCDfnNxu9TKNLIe8ePy0I6DuJ4zK6Mms8k0oisITq3/m70u/izvu0r6j+Gv/w5lftZV7mz2aeiems/DUm6lwWhmSms2HW5cDkKw3kqgzxl1HIBAIBIIDhU4JR3fffXeoWpqiKDz44INxTbC3b99ORkZGTLtAIBAI9n8aXT5KGlwMzUmMqcaVZNBidfv5YtoY3P74JaW1cqs5xl2L9mha/j8CzkoAan4Kpz/H8xDy20pj2mRT7OdQIBgWe1rKSbsq1GgmZ7n6/3E9CmPmOcqsbHhuMaZsC4l90wh6AwR90defbkigSTbHpKq10FJdKR6yT02vIqkI2MoV/cfGHdcReRcuoex9VVCSdOa4Y1bWl3NKz8F8vXMdZq0+ZK69KyiKgnVTPQm5FupXVNJjQq92K7h1RFtm07cdMglvIPr5LrbWclhGPp9uXxkz/s5DjmaLTfXimb5txW4LRw0eJ0aNlqrz/7lb60QSbK7SJu2CmPDc4VOZktufZL2RBdU7OKnnIDSyzJiIEumTc/t1215baPGdOi5vAPcOO4aJ2X26/Rz7A7cMmcjv1ds5+afXovzOWvjt5Bs5vEdYXB6fVcg5RYeSk5AUim5rieL7S+EwLvrlfaYWdK3Sm0AgEAgE+yOd+lZ//PHH8+abb0a1Ka08FTQaDYceeigXXnhh9+1OIBAIBHsFq9tH2j/UqI5PLhnJWcNyo/plSWLamJ7otTJ6bfxoHk0r4Uhi14SE+l9uDz0OusJRRi1l61vw28txl86Nmd/rypKYtpbIkecOn4q++QbP2+xZpEtsu/S3rVid56q0kzo8C7+ixAhHqYYEqiVjlLAV+Rnp2Dgdy8DzALCufBnZkIRloFpIQvKpUUr+ZrGnq2W0T8ofxHZ7PZI2HL0i6WLTz1x+HwtrSjit1xAC055i6uw3+bJkbVSkT1ewbqyj+O2wcJN2aDa6xLYjT+LhLl2LPqMA2WgJvSatGZmej6dZOJp+9MWcO+ddyl1WDoMYQWnjWffQNykjZGJd73EyfesKhqXlMCglq0t7a6HR6yLblIilnaiarqI0C0e7EnF0bYQH0OkFh3Tbnjqi5flr9DgPWtEI1MpnEDbJH5dZwLyTb2hXFC1MTIvbrpU1VJ3/TxK78b0jEAgEAsG+olPC0THHHMMxxxwDwMUXX8yDDz5Inz4H7xcHgUAg+LNhi/AwanBFVxWye/yUNLo69CzStLq58geDbYxsH1PhiXjr1hCwRaRWSZpQqpq77DcqZ56C4nPEzLUMvhRJDn+0BZUgurfuYlJ2bwBGR0Rm+B3qdUoR5tBKIIiigNwsjpV9vyV8fUYtvoY6gt6U8HhFIUVvYqtkIOgJC1uKP2ywW/P9JST0PR0CXurm3Kjus1k4Mu58W92nplk4kromHA1OyWJTUw2SNhy9Ei9Nr8XfqMUj577hx7LT3siCU2/q0vla8Nmio5Uqf9lBz1P6d3q+EvBT/MCpJA4/nIKbPojpv3HQhJCvE0Bg2lMEgkFkSQpVF/t42wr6JKaHqqkVWdQbeEmSOD5vAD+UbeSCX95jcm4/fjx+1wp3NHpdpHRDSlkkQV+Lx9GBk750SZ9RfLFjLf8aecK+3soepX9yJqf1GsKXJWvJNiXy1bFX7FYkXYYxfvSfQCAQCAQHGl3OI3j33Xf3xD4EAoFAsA+xe8LRG4FgdETppho7AIN6tF/aW6tRb7DG9krhtCHZ3DihqMv7UIIBXNu/wzzgPBwbPwq1G7JH4yqdi2H74VTNjDb9zTr9S+rm3ETWGV+gS+4b1ffG5sUA/FK5FYDk5pv1oDdA2ffFANh3NuFtcqNPNrLsvjkApI/KiRFC7BtW4atcjS7/SDa8sJisI3ux9YM1ZByjwydpCHrCqWoBZ1XU3OpvzidxyKVRbQHbDnS2NQA8tkb1ctJ2scJZst5Ik8+FpGlfhNjcbPK8/PTbABiZkc+S02/t0rmiUKKjfap/29mhcBT0ugl6HWgt6dhW/YCnx6sEdi4knqtUvAgfjSyTbUqk3NkcpaUEyUtI5oOjLmJZXVlUdbgpuf1CUSMO366n5DV63d0uHCm7kaq2r9DIMjOnTNvX29grfHTUxWy11e1ylJpAIBAIBAcjnRKOJk+ezPPPP8/AgQOZPHlyu2MlSWLWrFndsjmBQCAQ7B3s3nDEkTcQLRzVOdXInB6WtlO6IBxxVNbk5t7Ju+az4t6pCjeeykVR7cbcI2ha+jRVZdGiUdqRj5NQdAIJRZvirvdb1bao4wKLavLbtLE2FHGk+IKs/vfvjPjnUaFxdUsqSD8sJ2qur3w+oMddp4E6K1s/VEWf7AYta/w6As3m2La1b1P705UAZE39hqoZJ+Pa9i0JvVv2LlHx2fGha02a9BwrV6j772qqWrLOSJPXHfI10qUPjhlT6bSyoHoHBZZUhu1ialprXDuWAc1eh0EHyB1HVmx/6mIc23cw9JVFVM/+DZhMkNSQB9T6M+/mloUz+aFsI2Zt/PdabkJSKOKo0etiYq/ejMroGWNanRAx/4+aaPPwFhw+DzpZ02aaHECjx0XyHhKO5E5WVRPsXQwarRCNBAKBQCBoRaeEozFjxmA2q18KR48evVthuwKBQCDY/7C5w8KRxx+dYmZvTmNL0LcvarR8NpQ2uXd5HwGXWmUs/ej/os8cxs5Xm1PLNLqocWkTn8Iy8DxkY6y/iKIoOP1enlwzl8+2r4rqaxEJWiyIzD2TcOy0QlDB2+CKGuttiL4OY/BTPJwYcSL1f+sqyiEJ5gWSOB9CohFAQsGxpB7xCA2//R1v1bLQxBbRCECXPQ5QhSN9F4WjJL0JbzCAV9KRfvT/MOYfGTMmb/pDAByb2/lUsvZw1zpRfB5ahCOt/WP85jM6nNdgvRLSNQS9Xprq1B+hJE8xAVsN2qQe9E/OJC8hGQBjG2JOjimZimbhqN7jDBkRt2ZkenRFsdX1FaToTaQaTCgoJOqMJL33dyZl9+bnE6+LGusPBnh/yzIu6TuKJq+L/s2eSd2Ft1J9rQ+kiCOBQCAQCAR/bjolHD322GOhx48//vge24xAIBAI9g12bzj1yBuIFo4e/km90TV3IBzVOXa/3HbAUYWks5BQGF2WXpcSnYJmGXQhGlN8z6Vrfv+U1zYtDB3/Z8zp3Lroi+jzuP0gQWDLU6C/CkNmAvbtjSBBn4uHseWdVWz/RC0Jn9QvDUN6As7vnUhSQ8z5Mlw6SAKfEt/TKfGQy2n47e84d/yANrk3/qatUf0+nSqWvD7h3KgfZnx2LxqDBlnX9vOeolfFh0avi+zh7fv4ZBpjq6F2laV/mw0KaFsEnoqTCZimgJyMElRwbN2MrNeT0KswdnKzf1PV918CauSXpNjx1mxDm9QDgInZfXhj8yLqPc645083JrCxsZqgEqShHf+hka1K0d+//PuQvxOA9aJHgHAKYySvb1rEdQs+o9TRxIKaHVEVy3YXv7WaireuAUBjTun0vKsGHM5XJeu6bR8CgUAgEAgEXWHXaiUD8+fPZ/HixTQ2NpKRkcG4ceMYNWpUd+5NIBAIBHuJFnPsVJMuJuLokOxEVpRbSdC3/5FR2w3CUcPCR1B89tBx2qSnMeaOR595KLU//jXULhtS2lwjUjQCYtKYfDYPAZcPWQtS2ccYsvPx1JxEyVebMOcnYUiLFiN6XzgU+9Lp2J1NYIwVjqY29eL/MtcTdJVS/d0loXZjnhr9ozGlo03pi7+xGH2Pw6LmBjVmbLIq/qS3ip5Z9cg8Evum0f+KEW1ea3KzcNTkc5NNdEn7f634CU2EUfbuVndSFCUUZeV3akEJguIhadTx1BXL+BxeNr6uGpqPfKywzXWsG3bSIhwp6PDVboc+YwG4uO9IJAlOzBsYd26T182Cmh3ssDcQVJQ2I47kVgbhkaIRwK9VqmBkiBPZVOtWTdfvX65WGexOjyPnxnnhPRo6b5z84vizeXF8t21DIBAIBAKBoEt0WThqamri6quvZsWKFWi1WlJSUmhsbOSFF15g4sSJ/O9//0Ovb98HQyAQCAT7F3aPH0mCFJMuJuLIpNcwMj+5wzV0mt1LY1b8HhSvNaotecSNocd5l6yi7J1hAEhdSOka3OxXMqy51PaqR+dH9WssCeBUvY40CTrkVpFVsl6DY72aWiYFY4UjgFxfAnZJHzL0zpr6Daa8iaF+Y87h2BuLo1Lr0s9ZQnFJHbJXTYlrEYEisRXXt3ttLf47Td7Y9MAHlv8QfZ27mWbuqlAFPY0RAm7QOj4l/7qPcJSpguHqiOfVsWU95j6DQsdKMABBO8gW7A3qa2jpnYJ7YzYNP79E8thzQ2Mv6jOyzT2sqCsDoO+naiR0RifEF60k428VDXbHoq8AQqlxAFavm2V1pSHBqIWJzRX5dhXF78XfVIWckELpc2fv1loCgUAgEAgE+4KulW8BHn30UbZt28Zzzz3H6tWrmT9/PqtWreLZZ59lxYoV/Oc//9kT+xQIBALBHsTq9mPWazBqZbzNEUfBoMKy0kbsngCJho5/Z3jylFhj5q7gs6pG1tlnz47br08biGxIaTfaqCVaJJJkvZF1Z97FLyddr0bNtEKr84Qea/SxqWHWhdMJep0kDJiIIVtNWzJlW8iZXETfS4cDYFBkHKg+TLIpE1OvKUjacISPLk0VUbSWPHLOnUfeJavQpvRF0SVh9bUIRybKf9rChpeWUNpc8a0jWqrENXpdHYyEhk6MCXj8bHlvFd5GN0ogiN+lGojbtjaw/n+qYbm25Eq0tg/Q2t4lafTZ6FNTY9ap+umPqOP6Oe+AHJ0qZ+phQUo+FOeGuQTddjrDS0dECy+D2zExvnfYZL4+9gruGnp0TN+GJtVLa6utDn9QTdOc+O3zTP7+pZixE7K6Xh0wkpqZD7H5tl4U371rhvECgUAgEAgE+5ouC0dz587ljjvuYMqUKSEvBlmWOe6447j11lv56quvun2TAoFAINizNLp9pJp06LVyKFXt2flbGfXMPFaVWzslHGUn7Z7Zr6dCTTGT9Ym4/T4amn1uzpj1JvcvU6NAel6+mfxL17a5RksJ9hY0kowkSQxI7kGS3ojij/UhkqmIOtaadeRMDosFZS+ej/WPD9EkZiJpVXFIl2Qgd0rvUFpbkgIOSd88PzumiERLpJE+fTDGnLHo08KpWC3CUaJLpuLn7Th2NFH1S7gSWOP6mpg927Y2sOb/FqDbropBkRFHy+vKeHHD7zFztFLsR76z3MaOz9ejBBV8Ng+24gYa19ZQNb+EnV9vZuVDv6IoCpteVY29tfbpyP5t6GxvoEtKRpI16NPD5tHJ/bRISiO+iLTFxqWz2T4r2ifIYK7AlGXG5zKhoMVbG7/yWWumtDL4zjIltjn2XyNP5MT8QRybp87JT0jmnyOO5+/Dp0SNW1Ctnnt1Q0XMGmum3om2i4blrfHVqesHmqpCbX2e2NjWcIFAIBAIBIL9ji4LR4qikJGREbcvJycHpzO+oaVAIBAI9l8aXT5STDoMGjmUqrapRo3eWVtlI8m4y5Z4ncLXtD1UjUxjTOPEH18l44P7Afhq51oeWTkLANmQjCYhtspVIBjkiVU/h8QmgLcnno/70uiCDj57WNDQ2j8GQPLvDLU1rK5GkiRyp/Smz8XDSM4K+yVpEpJD0UiJvdUom5a0tjS/gkNSRSVJr3oNnT7rDf614icAdEkFABiyR8fsvalZODI2xDfX3vLOKpo21tKwuortn6oGyfZtjXhqnLhW1gFh8Qng5J9e44YFn0et8fBhJ8QIJgA1f5RSu7icZX//mVWPzmfLe2oVOme5jZo/SgGwbQ6ny2lcc5H0qq9Q3rUfAKDvoaYASoEa+l4+CY3GiqM8wLanL2DF7f+i7KslMeeVArUY0k2ggKLJoPR/Z8a99o7oTJXX/GYT6nE9Crnv0GMpczZF9d+w4PO4kWgAA5N7tLmur6GcjdelU/d9+5HW+h4Rxu4aHQNfdWLI7p4KdwKBQCAQCAR7gy4LR1OnTuXFF1/E4YhOB/D7/bz33ntMnTq12zYnEAgEgr2DwxPAoteij0hVi7wln9QnfgWz7qLqS/WzQ9JZ0Cb1CpkXR+ILBmLaWrhl4Uz+tvRbbl44EwD7xY9xUZ+RMSbJPqsqHEkaBZ31FbXRayV5QPj6ar54GMXvJWVwJt7lfw9PVhR0RicpqTPIOlKNoNGaVbEoMyDTIKnRR7JB9c35eue6kM+QqWAK+Zetw5g3IWbvTV4PEhJ6X3S7rjEsSBS/tZKtH6yhbmlF85bV9Dq/3YtFa8AaEXFU5bKFHn941EU4L3mcvw2fQr84ZeUNGfHNpe3bGkOPN7+5AgBj+UnIvs30fnAxPW/+goQBqoeTPr05XUxWU/P0qVoU/QDqa68goB+H2xMunNHnQjVdK6BkojU3+yHKSaES9XuCvIRkehgt3DRYNSv/vzGnRfWvaayMes4AjssbQKre1K4w5SlbS8BRT9WHt7V7fkUJv297nP0ocjeabQsEAoFAIBDsDbr8E7LJZGL79u1MnjyZyZMnk5WVRUNDA7/88guVlZUkJydz7733AuovgY8++mi3b1ogEAgE3YvD68di0BBUwBOIjXwZ2KPzpdwHZHa+WlQL/sYtAJgKjo1qjyzLPqt8EyfmD6I1iqLwQqvULFNzSllrfFZVYCk6oZGKVyFl4uU0/voGPY7aSNPGDHSN/6Xm8y9xrPmJnrd8GTXXXboaXUYh2sBmJFlCURSCrnpkvYbepp7Mk9VII1kX/7nSpfSN297kc5GoMxB0BkCWIKhGv8je1XHHr/m/BXhq1Ocl6AmQnGoMRS215uT8QXErh7Xgt7Vvvi35dqDo1GgpCS+WYSdiyBuMIS/sZyU3V2uzZNUCkH/WKWx6ZVnUOoZEK9nHjiJpYB6wmYwJo9EmqK9RyuS7sP18U7v7iIfvsn93apxBo6Xi/AdDx8l6E7aLH0UnazC+fTdFljRsvrDP1fF5A/j2uCs7XNffUBZ6rChKmyKTErG2LjWvU3sWCAQCgUAg2J/osnD05ZdfYrGoX4oXLFgQ1Zednc2yZeEvi50JIRcIBALBvsfuDWDWa/H4g+GIo4i/4XpN5wJUy+4/Fou+62ltSkAVPvQZhwCq6fG6xioW14bTyAxy7LrbbfX0+bTzP1C4a51IWhkloFZvkxPUlLPqt8/jsDd8rL9cTedybpqHu2RF1NzMqf/E+seHeMvXs+5SiZSJV9D46+toBswhVUomoFU/GwPOKrpCg9dFst6I3+lDZ9Ez8NpReJvcbP+nN+74FtEIwNPgwpfs4+EVP3Hz4CNJ0EZXNdV14M/jXD8PGAKAxvkzGuc3gIw340kAJH+JKhwF1XMmjjor7jojHjoSSXuMOqYobJbd74rBbH59Hf2uOR5DmhrddOg/j0LWyQR9zSbsSgKK14kSDCLJHb/P1p15F56APyaarCu0PE9nFw6jwevi/9b+AsDk3H48N65zaXO+upLQY8XnRmojkshvDb8fkkbHf/4EAoFAIBAI9me6/O3+559/3hP7EAgEAsE+xOH1k5ag3vg2unw8+MPGkNcRdF44ytkFg2zFHxGRkdybOreDdY3qzXZNRLUta0TkRgt/1HTOVLmFhtXVpAzOQPGsRtKb0BjD5sp+W7QJtd9aHXWcOPwkHKu/x1OmmnM3/vo6ALLsxOLTIvccC9aP8DV0Pu3KGwzw9Pp5DEvNwe/0QbCJ6g8uw7pwOhI6JO86FH38anW6RC0+m58iewLVZierGyrIjSgvD6DtQIgJkAOKD1PFiVHthqrLQE7AZzkPAH3DY+RMe5Xk8RfFXUfWRQtWQ24bR+PaapL65jDysZyoPk2zL5SsU/dWs7oHRkDxuZAMHUerDWjHd6irmDQ6KvxWXtmoVoF7ZfxfKExM63Be08KPqZnxQOjY31SFPrMwZlzQ68ax7mdMfcaSesy1SK2EPYFAIBAIBIIDgV3/ua4Ntm6N9aUQCAQCwf6NozniqNLmYc6WOh76aRPvLikN9e/JAFK/oxyA5NF3YR54AUWfPBLqu/TXD0OPm+KUk4+sJtbC5rPvbfNc3kY3ng0fUvX+zSheFxmn3kviqDMxFozA36j6B2Wd/zQAZS+cG5qnz1GroGksscUhJMmJxafB33xsKjoxymw5EIxveg1Q4VP9Aq8bOJ6G1VUE6oqxLpyurosPY+1NGCtivQN7DN2JvOUyABKCqhBj0GijUq6ADqNynHVpILVK65Mk5EApsm8TmuZqelKwhtSj/hpKS+sIY2YC2UcVtjsmOipZT9DjaHPsnsKk1eEKhM2l2qrSVvfd09T//FL4+JsnAEidcgMApf+N7+/o3rkSf/1Oss57ipQJl3bXtgUCgUAgEAj2Kl2OOGpsbOSZZ55h0aJFeL3e0JdjRVFwOp00NTWxfv36bt+oQCAQCPYcdo8fs17DoblJ/LGjASAq4sjla1v82F1ajLHN/c5CkiSMGi0Of2yaljWOj892e7RHT44pid6J8Y28S77YSMDlx9ewPPThJ2n16Hv0wbNzNa7iBaDRYiwcFTWv//+q0SSqglHL/6Pw1ZEgWfAGAxRcW4OkM+MJ+EPd1/z+Ka9OOCfunra71ZS5o5Q8rI7NSK1FHEBSbBid/yJp2Dgalqwi8egn0DMrVA3u38NPYvTWN/EFg1Q6G+KeJx5BfxBJCqBpeg+AxMNOJ+3429CYU9l63zAALCmraKoCWapub6ldps8lw9jyziqQEwh69n5VVpNGx7I61avo/8ac1qY3VtVHdwCQetRVKAEf7h1qWn7S6L/QMOs53CUr8DVWoEsJR1fVff+fUPqaLqNoT16GQCAQCAQCwR6lyxFHjz32GJ9++ikFBQVoNBoSExMZOnQoPp8Pq9XKQw89tCf2KRAIBII9iMMbwGLQ8texvaLaHzxuAEf1SWdYTvxIDF/DZlw7Zu3WuX11aol5WaemKR2Z1ZsRadEmwj2MlrjRRS0pbS3cP+K4Ns/TUl5eCkaLK7LejLdqM5Xv3oCpcCTalOjUKtmUFIqO0SbGVibzVa9D71fwBgLIhmQkWcucyuJQ/xubF4Wijm5b+AUvRhh5u4KqwJSkqClMuqbnQn09b/4i9FhqnIvt18fQOr+h6JwhBBz1SKjVurSVqsi2qamGM39+q83rb419WwOKokHjns/AV13k3/gZ5oETMfYcSq/bvyPvmvfRaBoxNNxP/jVvd3rdrtAS0aRIZmzLZu6Rc7R7/oiILEsnoqncO5bjrQq/tuaBE0OPnRt+Yd2lEva1swk4Gqn68DYq375WPY+l4/Q3gUAgEAgEgv2VLgtH8+bN48Ybb+TFF1/k3HPPJTs7m2eeeYbvv/+eAQMGUFxc3PEiAoFAINivUFPVNJh00WbKI/OT+fna8SS0YXhd+vYQKmec1C170Cb3AcAZ8FHUymcmRW+iIW6qWrjtj1Nu4qoBh8eO2ViLtTgiMikYXXpdNoaroMkJKcj66BL1kelZGkucaCbJSJpNj+xXI3BX11dw+6LoimzlTisOn4dn183jhgWfA+AJ+Ll/p1pkQt/8cSwHKkJzdD36xJ4L2PrgaBrnvhI69q1Qr+3K3z4OtX1/3FV8c+xf485vwe9QU7SkQDmy3ogUYaRtGXYCyeMugGZhRZ9R2O5au4rGoJ4zYD6Jqg9uZeP1GfhttZ2eX/n+LTQt+LDjgW2QZQq/9oltCEdKMBB6vO3BUSFT7D6Pql5XLVFo9pXfAtAw+3l8DWUoSChyGpLOgNyGcbZAIBAIBALBgUCXhSOr1cqIESMA6NOnD2vWrAHAbDZz+eWXM3fu3G7doEAgEAj2PHavmqpm1EYLR2Z921W5bGvf2uXzuXbMIuCqQwkGkDQG0o76T0i4cPq9mFuZCPdPzmRNQyUAy+vKuHfJN8ypKGano5Er+x/O8+POZGRGfuwetzVQ/NZKNr++HIAeYy3IPjXCqeDeuQBoIqKIZJ2p3Zt82WCJOk6Z9FcCCWqU06BGte/QL55mY5NqtP3uxAsAGPv1syxoZeS909kUeuxr9DSvbyDthNvRpua16Sfk3rZEHZuQ0uY+j83rzwn5A6PaFEWhZmFpSDBylRWDEqTnTZ+0uU7OZS+RNPY8DHnxDbp3F7k54shvUf2kAvY6mha83+n59T8+S9lLF4SOffVluEvXdHr+dYOOCD1uSzhq7b208/9UoVQ2q9Xj+v67GGPRqNC+fXY727+owpd0De7sj5HNse9LgUAgEAgEggOJLnscpaamYrOpv9YWFhZSV1dHY2MjKSkpZGVlUVXVtTLEAoFAINi3+AJBfAEFi16LSRf9e4K5jUgjRVGo/emq0LHfWoI2qVfcsa3x1q0NRSmZB5yLEvAg69RUuDq3g/lV28huZVI8Mj2ff674kWt//zRUAevfq+cAkKQ3cM3A8XHP1bAq2pvHkuvEBuRd+yHmgZMA0EdE9khaPRpLGvk3zYhreCw1iwsJg44m/7rpBBz1VGxWU+CKXfWsrq+IGp+kV6vMVblsbLOpkUF6WcPS2lKu++MzAMak92TnV2olNtlkJvv8p8g+/yn8Te1/nkoaHRrHV0i5J0S1Lz/9trjjPXUuSmZupHpBKe4qB4n5blCCWIYc0+Y59JlF5F+36xE9HWHMSMBSkIhjS9gbMWDddT+lzbeqIs3AVxzIhoQORkOCVs+g5B6sb6rGom1DOHJZ47ZrElKb/5+MseCwkKDncB6P16aA5SwAvIzt8nUIBAKBQCAQ7E90OeJo3LhxvPTSS5SVldGrVy+Sk5OZMWMGAHPmzCE1NbXbNykQCASCPYfDq6bixEtVS2gj4kjx2aOO6369s9Pnq5x5evjcG9UKYrJe9TdaWKOmAVW6bPx0/NWhcXqNuo8W0SiSLGOs/5KiKNi2NWDdXBfVLgVVUcIyPJxep8/qG57XXGEraeQZpEy6ksTDzoh7DfoefdEmZSIbE5G8GwEwKDKHfvF01LgpOf1Cj0sdjQB4gwHGfPUMS+pVwenlsWeGxmgiUqe0yVkU3vcbfZ+KX6004+S7kYJ2lFY+4mltCCbWTWrElrtKjaCxlRpBMiLp9m0aVVK/TOSErNCx0kYVuqDHiRLHNL0Fb80OvMm34zefycbrOv9dZFhaLgA9TJa4/fY1P4Ik0+exsLiVcfr9yM2iIKjiEYAimfAGDo2ar1gmdHovAoFAIBAIBPsjXRaObr75Zurq6rj77ruRJImrr76aJ554grFjx/LWW29x1lln7Yl9CgQCgWAPYfeoBs3xhKO2UtW8tdHpQO6y+Z06lxIMELCVxLRLOvWm3e5XU7benXgBx+SGRZfIKmWRjEzP5+YhR0a1OcttlMzYwKZXluGpc5F/cngdf912JL0JOUJs0iT1CD22LZ0Repx7+Sv0vDl8rO5TFQv02eqa2sQMDHX3AmAORkdnjUzPx6jVsWaqKqp9V7oBOaoEvUoSalqe1vYekia6P6HfeHRpPTEWjsTUd1yoffDbCmkn3AaKDcUn88nR4VLvJk38ymBNa7fENkoyktzlrwLdimzUEPSH32dK83tAURTK37iSkv+cit9azYarzJS9Ni1qritrOt7kG1GCARpWFhMwn4gv+TqCzX5TneGNCeey+NRbGJDcI6ZPCfipeP0KUILocwaE2tOPuzlqXMLAo9DnDsIw5mX1mjzLQn3arBGd3otAIBAIBALB/kiXU9Xy8vL49ttv2b59OwDTpk0jIyODZcuWMWzYMKZOjQ3tFwgEAsH+QYXVTZbFwH3fb+DmI3uTlWgIRRxZDFp0Gok+6QlsqVNLoyfo4gtHFR9PijoOumpwbPoUc/+z2z1/wNVWGpIqmDR63ciSRL45OdRj0RrIapW6Ni6zgAU1OxiT2QutHL3H9f9bFHVsKUgJPbYu+RzL0BNCVdIAJEki84wHqZn5YLt7BzDkDKDgnp9JGKBW05K0ejQJGoIEsATCgs3iU2+hf7LqnTQgOROL1sDSulIGp2TFVIJLDmipA2TvGjwlK2POKWm09P6nmgZlW/ENvpptoX1LQRtBv4a+Eabd8UrKK4Eg1q0ysmclQd0AkI0xY/YVGoMWJSgT1PXDk/4ffHbVZLr643to/OU1AKo+UsU364IP4JoIDyRNOgHz6fjqS/FUbAZUQc+d9S6KokS9zm1h1Oo4LI4/FoC3JhztJUkSxl6H4i5ZEfI3asFWPQDL8d/SsGorsms+Ots7eHqoIlLQGz+CSiAQCAQCgeBAocvCEYDX66W6upqBA1XjzREjRmC1WpkyZUq3bk4gEAgE3cdnq8r5yztL+fqKMTz+czGVVg9vnHcodm844kiSJDbfOxn5jq9CbZ2l+tsLKCg6CVnXtrdMwF7RZh+oVdKSdUbk5mpe70+6kBHpeRRa0ri+uRoZwPtHXch2ewNDU3M63Jcxy4wxy0zaodnYZuzEMuzEmDGJI6dSM/NBzIcc1+F65kFHRx1rEzNRZE8o4qinOYXDMvIJeAME/UFkrczglB4sqt0ZY8DcU28h6FKFOynYROaZD7d77sRDT446loJqyqDBHxZIjJrYj3ZHmepNGDQMx1Q+hYBhLN70RzCWnwR4OrzmPYnGqO43YBwHspGGFeXYLg1fjy6jgKbf3gkdKwE/kkaLooSjimq/eJjGxTsg9Z7mRTPw7FyFsdfw3dqbp2xd1HGvu2chyVokSaJmYSklMzdiSDPhqQ9X99MEqpH82zGmetAk9cBbH1sNUCAQCAQCgeBAosvx6Vu2bOHkk0/mwQcfDLXt3LmTxx57jLPOOovy8vLu3J9AIBAIuokFOxoAmL9NNWm2NaeoOTzhiKPWtE5dAwi462PaWlAC7nb34LeXxW03Fag/PKxuqMAbUf78vN4jGJDcA4NGS4bBHGpP1BmZlN0nys/HZ/cS8MSmtGn0GobccjjZkwrw22rRWjJixhh7DaPPY+vodcf37e4/HpqkHviCTizNwlFqc1W2FQ/MZdNrasrSwBTVwyfSgHntKbfxbr8TCDib9xxsImXSFV06t6RRPZm0EdY/LaJbJM5S9bVPSf+CwW8rpBySi6l8Crq02PSsvY3GoL7H/ImXAKDISaG+3KveIeu8aN+oliggx9pZobbqlWZ8qfegNflI618LQMXb1+323vz1OwHIOPVvAGgt6WgSklECQUpmqt5WnlbCkNb5PRIBCk6QSR2SScAbQCAQCAQCgeBApsvC0ZNPPklWVhYffhiusjJu3Dh++eUXUlJS+Pe//92tGxQIBAJB92BvFoge/7kYgHqnqjY4IiKOWiPLsak+/kbVK6fHyR9hyDk8qk/xtx9d4W/aiqQ1kXnCW6Qf8xxJw68j7+LlSC0RRluW4WhlgLz1wzVs/2wd5/Y+NNTWOnJn0+vLWfXIPEq/2RzV3vOU/qHHntI1EPChSYwVjgAMuYM6ldrUGm1iJoGgIxRxZInYm2NHE0CoSlxkXy9zCgkaHQGHKv5IwSYkrb5L504epUZPadv2jGb7J+vY+dUWJN82guVfAJB1/tOkHn0N/Z7e3qXz7Qk0MYJl+Dih77iQeXnm2Y8A4KvZrv6/dntoXMB8GgC5xw3C3E+NMnJuWYq/qYqgd9cjfgKOBrTJ2fRoPncLG19Z1sYMkP3qvw9Tv/HIeg1BbwBPnZOmDbW7vA+BQCAQCASCfUmXhaNly5Zx4403kpWVFdWenp7ONddcwx9/xFa8EQgEAsG+Jy0h2vumtlk4Km1So4QS40QcxcPXqIozpoJjyTlnLgm9w+lTis/Z/tyGzehS+mIZeAFJw64i/ehn0KcPAcDZLBhNzOpN6ffFrHnqdwAaVlVRt6SChw8Nl53XRfgauars2IrVKKjaxWrUa0J+EgOuHUWPI3qGxm29bxgAmgg/oO5AY0lHakM4aqElWqrAkspbR57Pd8ddGeoLuPxIcgBJ8SC1YWzdFrpEdV2tN9YM2ra1AduWeuqWqemBkr+EwvvVz2h9ZhE5l72IJHc+FXFPIRui96BIBpLHX0yfJzaiz+qLsddw+jy6lowT7wBJwtccBWRf+U3MWpaidLSJKQD4Uu5g003ZVE2/a5f3FnDUozGnRbV5Glw4Sppir0MnkzO5CIDkCZehMSUh67WgwIaXllD89kpsWxt2eS8CgUAgEAgE+4ouexxJkoTLFf/XO7/fj8/n2+1NCQQCgWD3+WVLLVd/uop1dx6NLEtU26PDUmrsYeEow6wnyRgWLV79y3AG9DATD9u6dwGQ9WoUjSFnHM6t6k18wFmFLrVf3HkAvsZitCl94/aVOtSb8QcPO56qZ7fH9Ae322PanBU21v93UUz7oOtHt7mH7haOJK0BSXFiDqqRTJY4UUMpBjV9rZc5hYv7jgTA6VRFttp5pSh+h7qWpmsRR7oU9TXQulXh6G/DJof6Nr0aHRWjsySgS+nYE2pvozFFi2UBy1lo02ZjyA5HixnyBgOgTcoKCUe+pmij9cG3jMWUZQl7JpmOhoZHcG78dZf3FnA0xBhh+53q95zsSQXkHtubZffNAeDQfx6FJElkH2kHSRXDWvaiNFd5s21pILF39HoCgUAgEAgE+ztdjjgaPXo0zz//PPX10R4XjY2NvPTSS4wZM6bbNicQCASCXeehHzexqcbBljpVlHhjUUlUv9MXwO7x8/BPm6h1RItKV4ztxYSi+AKLu2R21LGkCVfo8jVta3M/AXcjnspF6DPjGxa7AuoNeUJE1E3AHfYsiufd46ltP8IptI5d/czSZ/fHWNC95dEDjnosvgaSAur+PEE/SjAcAaQElZBvU5K+VTUzZ5CAy4/GrVZN62qqmjYpFZQA2J2Unns//zj0WPWcSmwEkmSwdGntvYU+ycDQu4+IatMYE2PGOStsaFJ7hXyHfE5V2NQlG0gelIGxWejUJxvRW9wQtALgKV8f97xBrxslEOuJFUm8iKOAS52TMSYPSRN+T7akOcoGM3Lz62xIU//f8j6u+HkbS++dTdAnfI8EAoFAIBAcOHQ54uj222/nnHPOYfLkyRx66KGkpaXR0NDAihUr0Ov1PP300x0vIhAIBIK9xoAn5hB86tSYdqvbT9Lfv+vyeprEnph6hiuLSdqwGOK37mhznqdyEYrPjmXAOXH7S+xqGo8xINMiY1XMCQtRAbePrX/5G+6Im/2aRbEFGbSWaPGlavpdaBLUKI+sc5/cJR+j9rD+8SEk38ihOtXUeU1DJY5Sa6h/zVO/c9RVapTVMTmtoq0aVQFBa3+TnMtfQ5K79nuOxpIGwSZ8Vhv5CWqkV+n3xVT9Evs6KFJSTNv+gj4l/B6SPStRFLWEvc/upeaPUjLG5LH+v4swmi5G2/C12uc2gwmG3HJ4KLKnBUuBhYYVqtcQAR/unasJuqxo0/JR/B4M2f3ZcKUJ85BjKbjrx6i5SjCAdeHHJB1+HgFHA/oefdjy7io0Ri2FfxlMwKUKnBpTcxW90/oT9AbjXpcpy4I+1Yi3Ido03lXtwJy3/74eAoFAIBAIBJF0WTgqKiri66+/5q233mLZsmWUl5eTmJjIOeecw2WXXUZ2dvae2KdAIBAIuog/MuolTgRKJC+cObTzCwcDaBPD3kGREUd+6/a4UxzFM6n+WhWMtJaeccfcv0ytaOb7JBwZVfVr+LHf6aPAEv0Z0zpyw5hlZuB14TQ16+LPqPv2ydCxrkfvuOfebZQAWln9SM1v0LPxxSWhLm+DmyGWTALTnmLpvbPx9EwK77HZm0jy16JN6nqFM40lDSQrVb81kHOsH41BG1c0AtAZY1P99k80aJOzURSFVY/MA9QULwCPpzdGdylKMIhXo6bltRaNAPQ98kAux2+chMbzBxXvXIdr0/xQ/4AX1Ag0x9qfYuY2/vI6FW9djadsDa7Nv2EqGk3jmhoACv8yGL/LD1LY1LvHuPjv5xZ0SQa8DW6Kzh1C47oaGlZX07i6WghHAoFAIBAIDhi6LBwBZGVlcffdd3f3XgQCgUDQjexoCPvRba51tDv26nEFnVpTURQC7lpkU7gymRRRYj7otcaZEwyJRq3Ht7CyvpxVDaqJs1Leho+eM9pDTwkE8dQ6sRSm4Cyz0u/yESTkJSLrwmbL9tXfR83RpbV/k78rpE6+nqrFAXw2ieQMHf/Zdlioz1yQjGNHE7ULy0gaoKb+OXaqz5GvyQNLWlLtfGjMXfe+0ZjTQFZFEGe5jcSi6DWMleeB4kKRk0nIPwrY/RL1ewpdoh6fzYux9xhSjhyLq9wW6rNvbwRACRpwl6/FvuIrFP3gNtfSGHQomh740v6BYv8Y16ZXovrtq38AQDbGpu/5myoBqP3qUXWtCE8sv8tHyYwNAEhxKg7GQ/Gr0UgpQzIxFyTTsLqayl92kHdCfK8vgUAgEAgEgv2NLnscCQQCgeDA4NQh4eqXS0tjq0BF0pn0LfvG6dhWvwoBLxpTZnhuRMQRwXAamaIoBJw1BJzRJsbxOH+uarhdYEklqX86iX2iBRBTtkUVWpqpWVjK8gfm4nf4MGWZGfHQ0VgKU0KikRIM0LRwOs5N86LW0SQkd7iXrpJ94TNIBFCCEj9XnBDdN6kQgJ1fb8K+ozHU7nf5qP2tLHQsQYyXTmeInCPJMv5WXlUEG5AUB3KgHEP2Hoq26iYOuesI0g/LAUmLJMs0NEf5pI+MNvQO6g9j57NnIAWqSRsSvyqcJrJSmyk3pr/sxfPVtbxhkdJdsoqqj++lZsYDUWMTR4TTPNc8+XvXLgooOmcIOZOLkHWaKFFT+BwJBAKBQCA4UBDCkUAg+NOyvsrGrE01+3obewyDNvwnfkO1mqZUmGqKGafXdO6joOa7i6n7+QYANAnhtKpIjyMlQjiyLn+Wklfy8DVs6nDtYHMqXT9zOtZNdegSo6OSzD2TqF1Sjn1HE6XfbqZk5kaUgDondVhW1Fj7qu/Z9vB4yl44D2/FRnqc++9OXd+uImm0oFEFgYAzfP1asxZjeliQ89aHRYqVD/1K49IqALInqZE1rat3dQbZaMFQdxMASjCIr1XlPAiQesy1FD24mIyT9+9IYVkrI2llCCo4y21Uzt0OQMqQ6BQ+RaseK5IJQ3asKASgTwu/z00Fh7R90mAAv70OgK3/GE7dN4/HrpUfTuNsMcYecPXIji+oGWMPM7lTVNFOZ9HT81S1WpzfIarQCgQCgUAgODAQwpFAIPhT4vUHGfLkXI575Y99vZU9htsXDOoXptcAAN75SURBVIlCayrU9Kjfb5zAYXnRUTc6TdfNojWRqWqa+MKRY+MnANTPvS3UZio8Me56Np8aTXSUXxUC3NUOEvuGo2kM6SZQYONLS6iaF/Y9Sh3aI6a8ecnTJ+Leuih8zj6Hd/7CdhFZG11Svs8lw9FumUrpU4cz+Fb1/PWrq5ENsREyGo0qXLQYeHcFSZLQGNXX2FVpx92qytzAl6zkXPoCpqJRcdOy9jckWU25W/8/9fXLPa4PGqP6nOWd0BdDmglFW4CCBJIZXZI57jqmrHC7rTQFBUgaey4Dnq8jecKlUWMbf3m9zf0MfNWJ4lNTzUzZ4ecvUpjqKqYcdZ2gV0QcCQQCgUAgODAQwpFAIPhTsqnmQDEK3jWqbR5e+H07A3tYSDRoKW1SqzpZDFrm33AEgSdP4flmQ2zHLtzARkUcyRF2eRHCUUuKmrd2FQCFN7vJOn1m3PUqXWrUTbai3vAXnDmQ/leMCPVHlrePJOWQjg2ljflqxIls2oNmxPpw6p4h3UTKoAykYAPeqmJMPczokgx4apwY0hNi53rqkfQJoRLuXUXxq/5VO7/cxNb3Vkf1SVp9vCn7L61SJg1pRiwFKfQ8rT89xudjyEwgqM0HKQEkGa0pvlWjLik6Yi1gnkp12eU4qyDlyGlRfdUf303AZSMest6EbatqzJ1zTGF4fcuuP68afXN0mkhVEwgEAoFAcIDQZeGosrKyzb5AIMCLL764WxsSCASCvcHMtW3/LTsYeHHBdgBWVVjRaSQamkuIJ+g0GHUaJElifGHnI1x8TdujjmVj2DBYUcI3wEpQPY/fVorfFq7upUnIQpLkDr2UUgN6ZJ1MQkTFqYwxuaQMzowal3NMISMfm0xaqzS1SM+a0F4TUuh1xw/0eWR1TF934VXGhx5rTLqYfnNP9XoivXeyjiuEyRYCjvpdMsZuQXE1xLRpbe+jtb2PpIndy/5Ma8NpXZIBSZboMa4nsk6DzqwHOQlFTgFAkxD/+lreZ3KzSONLvh4lqGHTa8sxD5xEwd2zKfzHgtD4QHO6GoB5yBT6/6+agnvnoigKW95Rhc+UIT2wFKVQcPagThtjx6NlTyLiSCAQCAQCwYFCl4Wjiy66iIqKipj2VatWMXXqVP773/92y8YEAoFgT2Fz+3ngh42hY4//4LuBG5CppsPcdGQROo1MvdOLWa9BjrjhHZ6bzJvnHspTpw5GURQalzxF3a93E/TGRmO5d86JOpbkiJSriCijlsfusl8ByDlXLYGeMvbvbe7V6feikWQmZBVRtE4h2JwaBHDYI8fQ64yBmLIsaCKiSzLbKIHuWBNdXj1hwEQkScIy9Dh06b3a3EN3Ei8KxtCc2hRZOj5tbA4kBmn69nG0SVkxczqLsSC2upjO9iY625tI8oEVWNwiyEhaGa1ZhzEzOhXN7/QR1A8h5bQ3gfDzGo+CswbR97LhWIpSotoVRcE8+BgS+h5O4qizMB9yHNbFn4T6UyZdiTYpE/PASVGG7JIsMeCqkWSMjO+r1FmEcCQQCAQCgeBAo8vfKM1mMxdddBFlZWo1GJfLxaOPPsr555+P3W7npZde6vZNCgQCQXeSfN93KBGZT/XOg8+kVtN8A/7P4wagb444shhiBY1LR/fktkl9CDgraZj/N6zL/oOj+POYce6y+UjaBNImPomx1+SoPn2PQ5G0CRjyJuCpXMi2Z/TUfH8ZAMacMRRc30jS8Gva3Gu9x0lACXLvsMkhw+Cg14XfXockS2x7YCRlL11Er9MGhK/PGH0tiqJgW/ENflvY7LznzTMp/NsvHTxT3YOsCXsLyQYNSsQbTAkG0SWqqU2GNJMqaFw6HACpUfVrSp1y/S6fO//qN9DXhY2vDVUX7vJa+5qWCKIe43sy/L6JMSlh7mo1La9qofr1RZ/cdnpfxqhcEotSyTuuT1R78ZsrQqmPsj6BoNdJ9fS7AOj772KSx54TGusote7mFcUihCOBQCAQCAQHGl0Wjt577z0yMjK4+OKLmTFjBieffDIffPAB06ZN49tvv2XSpEl7Yp8CgUDQLQQivHI+u3QUANV2T1vDD1i8ATVqR6+V0WlkFAUs+vilywGCnvANshKIFdLcZfPQJhWQfNjN5Jz5XVSfxphG4Q2N6DOGRrUbex4NgKyL4+sTQbG1FoBEj7q/wrMHs+OJKWy6XjXgdu9YTtOC90mOSFeTtdEfXzUzHmDnf06h4o2/AjDozQCJh53e7nm7k7TccESWu8qB4g0LScV3FIWELkOqiYxRuSQPVK9NalTT+RKHnbTL55Y0OqRAffg4GJuud6CQOTYPiDa3jiRrUkHUcWdSxnTJqt+RMVN9H1o317PhhcVU/roDfzAPxRN+rbQpOVFzPfUuZJ3MiIeP7vxFdIDGoEXSyvhsrSvgCQQCgUAgEOyfdFk4SkxM5M033yQ/P5+//e1vpKam8vnnn3PHHXdgNO6asadAIBDsLVY1Vxf7+OKR9M1Qb07dEalRBwurK1SzX71GRtd8cx0v4qiFoKcx9FgJuKP6lKAfv70MQ0771ckkKXp9Y96Rndrr5O/VSFWLVxWOjFlmXMW/x4wL2MrjzvfWbKf2i4ej97KXU7T0CS5SNHeq+7F6cKz7OdTnqytBklXBsuqd81h3aVjskGuL1f/vhseRpNGBEiFCKC4Gv60w+O34huL7M1qTjhEPHUXaiOy4/Zlj8rq8pj7FSK/TB1Bw5qBQm7PMRtl3xdSXT8C9YxkAWRc+g2yIFjl9Vg+6FGOMULk7SLKENkGH/yCMdBQIBAKBQHBw0qlvQuXl5VH/NTY28uCDDzJkyBBqampwu91R/QKBQLC/cv3nqkHypD7paJoNdAPKgXeD3RHLShsBNWVN33zT227EkTtssKz4oyNWfHXrIOgjcfDF7Z6ztRFzlA9SB+T4TAS+VFOgdRZ9qBqYr25naIy3bC2FfxlM/kn9Qm2uHcspvqOo0+fZU0haHSiqv1NSXh07nzktekDj1/Q8MR3ZHRbEAtYqdItebZ6/61W61Oc9LEJknfvYLq+1PyA3m7d3RMqQzA7HgGqUnXl4PuaeSWRN7EXBWWEBSZLD6WIao2pg7qqys/Te2dSvqqJhdXUozbA7kQ0akaomEAgEAoHggKHtn58jOOaYY+J+iWvxcDj33HOj2tevX98NWxMIBILu548dqkCSYdaHvI38gYNPODokJ4nSJjVySNccfZMSp9pXC0GP+rzI+mQUf3TEkd+hVqDTJhXEzItCUoUiSZ+I4rWhTenb5tDttnp6mlPQNO/t8fIRKB41akafYkST1AN/fSmu7UtDcxQlSPphrVKJStfErG0sGt3+PvcEkgYl6GfkY5OjIop63voVO/9zKlXvXEve1e/R0hN027HNfzM8vRNCSVvIRgtSRMRR8uHntjP6wMeQbsJT56LPRcO6NE/SyOSf2A9PfVgY1ZoM4X5DEt5GN7Yt6r+FbR+q763W5trdQkChal4JmYfnt2vwLRAIBAKBQLA/0Cnh6NFHH92tL7UCgUCwvyFJUshA+mCMOPIHFXQa9fqWlTUBUJjWttdQ0NMIsg7ZmBYTceTYpFackvVJ7Z5TktWPFG1SAdmnf4E2MX7lswqnlT6fPsp/x57B9YMnkKw30kubBB4w5Vion/0C/vpSAKwLp4f36IgtOx9ZRr2Fovt+a3efewRZg7d8PTufnRrVbOw5PPTY16BGVCFJbLwxK+SDlHP37hl4y0YLve78hk3vuiBQi2w4bLfW298ZfNPYKPPxrhIp1HhsOlqOatYk0zTzN3KP6x01XpdooLvRpxrx1LtoWF1N9qQOBFmBQCAQCASCfUynhKMzzzxzT+9DIBAI9hq9UppLo7ekqgUPPuHIFwiibWUcbGjHpyXoaUQ2piJpjSiBaLNwxWcHQIojHN3yx0y+K93AxrPvCUUc+WrXtCkaASyqUSuJ3bRwJhpZxun3keBU95o8IJ3Kd8IVxqwLPwo9DjgbY9Zy71gedazP7q+mje1lJI36cWpbNjPcpjOiS+9J4f1/sP2hw7Et+0LtUJQo82xtWtvPVWfRJSWjsb+Hxj0P2TC14wkHMHI7KZedJe+EvpR9XwxBBV3PI/Dt/I2mYvU9WP7j1qixph7xjbp3h6Jzh7Dq0fkE/SJdTSAQCAQCwf7PLrk9Llq0iBUrVgBQUVHBNddcw6mnnsrzzz/fnXsTCASCbiXYLBDdf1x/ADTNfwEP2oijVgbRm2scbY4PeprQGJKRtKZQxFHQa8e68iUknRlD9tiYyNPDv3qW/62fT7FNrYoWcNV2am8X/vJ+6PH1Cz7HFwwgNb8EGqMOy4jTYubIpiQCcSKO/C1RPEDyhEvpdcf3ndpDd9Pazynrwmfo89g6AExFo5GNibiKf8eQOzhmrmzpnFdPe8h6E3rri2i8a0Cz94WzA43sSQUMu3cCAAljHiRpzDlxxyXkJpI6rEe3n1+XaMBckEzFrG0ogYPPnF8gEAgEAsHBRZeFo5kzZ3LppZfy008/AfCPf/yDhQsXUlBQwEsvvcQrr7zS7ZsUCASC7sDd/Ot+S+SNtllYORgjjvyBIFpNtNCzptLW5viApxFZn6JGHDULR40L/0XdnJtwl/2GbEqPGu8J+FlcGzautvncBDshHAWVIK5AdDUpcyAc/Jo6rAcEfCSOjI6a0abkELDVAKq/nq++FF9jBQFHPcaCEQBknfME+sx9ZJQdIRxp0/JJP+7m0F4kWQ7tUU5IjpoWKJrYLRXgJF24qqlILe8cuiQ1Ba1ygUTulR/E9A+4dhSDbhyDpp1qhLuDt1H1EnOUtf3vUiAQCAQCgWB/oMvfVt966y2mTp3KnXfeSU1NDb///js33HADzz33HLfeeiufffbZntinQCAQdJkd9eF0IEVR2Nl8o5abpN5khzyODkbhKCLi6OpxqoeKTtO2oBD0NCIbUpojjtzNbVZ1raYtaBN7RY3/uWJz1PF9S7/HVHh8h/tq9Lpj2tICatWqfleMwJBqIui2IxssUWOM+cNwbVuC4vey+bYCNt/ak8035+LesRzzkCkMfltBm5zV4fn3FE2/vRt6rLVkxPQb8oYAauRUCwX/a8B7ylPdcn45QjgSdA19ihGfI2wubsxM4LB/HY2lV3I7s3afonPU94QQ+gQCgUAgEOzvdFk42rp1K2eccQYAv/zyC4qiMHnyZACGDh1KRUVFt25QIBAIdoV1lTaKHp3NGW8uQr7jKzR3fs3qClUIGdhDFSVaUtX8B6Fw5PYF0WvVG9IXzxrG6+cM5+srxrY5PuhpQjYkI2kMKIEWc+zw82LuF+11d8pPr0cdf7J9JZbBl3S4r1p3bLrc/5WNBEBr0uJrKMe5aR5+a1XUGGPRSFzFv7P+CgP++p1RfbIxscPz7ml8tdtDjyPFoRa0ydnq/xPVtCd97iAkrR6k3Y82gvBzkHX+/3XLen8WUof2wJBuIuAMR8H1PG0AkqZ7Xpf2aIl4CvqEz5FAIBAIBIL9my5/M0pKSsJuV41S582bR25uLoWFhQCUlJSQmprarRsUCASCXaHRrd4Ifrk2LEC8v6yURIOW7OYqSS3m2DPXVKK986uQB9LBQJXdQw9LuBrUtDG96JvRtslvKOJIknFu/Qbr6tdQguGbaVkXjgCqdFpj5rv8vk5FTsQTjgp86tqyQYt7xzJATU3Lu/q90BjF54mZB6BNzSP9xDs7PO+eRtKFn+t4wpEmUfUx0ucMYODLNnr/c1n3nl+rY9DrXtKOu7lb1z3YkQ1aAp4Apd8WA3DIneNJ6pu2d87dbPId9ArhSCAQCAQCwf5Nl4WjsWPH8txzz/HKK68we/ZsTjrpJAB++OEHnn32WY444ohu36RAIBB0FVecX/G/WFvF8NykkMCRoNcgSfDu0lKCCtS7vDFzDkTcvgDzt9WTndj59KWWiCNNgpruVTf7Ouzr3gn1K0r4+VxWpxpSF1rCPxS4Aj522Os7PE+tp22Dbl2inqCzCYCcS54nefyFEeePNhDWZajpd6nHXIus3/dpWpahJ4YeS9o45dub33PaxExko2WP7FnS6rrFL+nPhMagwV1lx16ivu9aooD2yrmbhSN3jZPtn62naWMd9u2NBP3CLFsgEAgEAsH+RZe/Yf79738nNTWV5557jnHjxnH11VcD8Nhjj5Gbm8vtt9/e7ZsUCASCruJs/hW/dUn6/OTwDbtBq8EcUdr77cWle2dzexCXL0DCvd8CXRPCWiKOEoddFbdf1ppCj29eOBOAjWfdw6y+F3FFXV98wQC9P3kUrz4Fy6CL2zxPS8TRBHsmxqAGFPATxHt0BhqDloCjHklnQNInhOYkDD6GlPEXRa1TcM9c+j9bQcZJd3X6Gvckede8T9LY8wDwlK+L6TcVjQYgYcCRe3VfgvbRGLQEfUEUf5C8E/sia/ee8Cbr1HOVfruZuiXlFL+1go0vL2X9fxfutT0IBAKBQCAQdIYulwpJS0vj9ddfj2n/4IMPyM3N7ZZNCQQCQVe59Ys1jMxP4aKR+WyqsfP0L1uQJDh+QCbfrK8OjbNEVEiq+elqLtZ7eNFzFgCVtvjpUAcSn64qDz0+dXDnzKIVRQkJR7IuOp2txykfI+nM6DOHhdq22uoAKH5lOUk7mriafryerqb65F5ZQmI7Rs11HgfDg+n8X/koAGYm7USLTFEPda8Bez0ac1ooKqzf/5WgsaQjGxLQJGYQsKmV2zQJyWjM+09qtGxIIO+a97Au/Ah/Y6zXn6loJIPeCgoj5P2MhLywP5Y2QbdXzy1pZJAlaJUi665xtjFDIBAIBAKBYN/QKeGovLyczMxMdDod5eXl7Y4DhIAkEAj2Os/O2wbARSPzGfjEHAD0Ghm7R408OrZ/Bj9tqiWxWThyl/+Bfe2b3JEML9pU4cgXPPBTRDLN4VSb04dkd2qO4ndC0K+aY7cSjmRjGqb8iQB4An4URaHQksoFBSNwzGiKWASQOn4O69wOjnblhI7PsPZUz9P8utTMfDBqvC69Z+ixecixWP/4sHlf+94QuzWSrEavJY0+O36/EI32O5IHhivgac17VzgCYkQjgWBP4nf48NQ7MffcsxUDBQKBQHDw0SnhaPLkyUyfPp1hw4ZxzDHHdPjld/369d2yOYFAIOgMihL/5uv2o3qj18j8srWOo/uqwlFpowvHpk+p/vaCmPHeg8BbpOW5KLlvSrt/q107ZmHMn4ik0RP0NAKo5tjaVsKRPmz0POjzJ7B63Tj8XgY2mAF/qO+spl58llKCN+CnPWo9Tk5qii1XL0mg+H1xZoTJueT5kHAkabocMLtXGPiyDUlv6nigYL9AkiUS8pNwllr3esSRQLC32TFjPY1raxjx0FHIOk3HEwQCgUAgaKZT37wfffRRevZUf/V97LHH9uiGBAKBoKusq7KHHp/8muoP8q8TB/K3yf0IBBWuHFtAslHL377dQO/0hCjRSJE0tITLvLRgBy+cNYwDmZNfXwSAKc5Nga9pOzXfXUzGsS9TOeMkksfcQ9r4h6KEo9aparIh/Mv0DntD6PHAudEC0UUNRXyWUtJhxFG900Eve/yqVb66HQD0umtW3H7ZtP//Si4bLR0PEuxX9DpjAJVzd2DK2rev3YiHjqLi523Ur6zqeLBAsAsE3OrfbVeVA3N+bPVHgUAgEAjaolPC0dSpU0OPKyoqOP744+nTp88e25RAIBB0halvLQ49/m6D6me0uUYVkzSyRG6zIXbDwydgCjRQtlkdaznkcuxr3uC5Uwq54WtVtAgEFTTygZlSFIhIezHGMfm1rXoJT+VCyj8cD4C/QfUlCnrUlDPZmIyk0ZE26Wnqf1ELHUQKRy2k+PUxbckBtc2ntF9a3Gv3IBH7/Cb1T8dTqqY7a9pIQ5NkmZQjp+Fv9jkSCLoDc14SfS4cuk/OPfSeI1j9+G/0u2IEsk6DxqjD7/ChBBWkA/TvkGD/xZCRgG1LAxueX8zIxybv6+0IBAKB4ACiy+VDXn75ZUpLD/zKQwKB4ODAHwhSXBtb4j2eOJFs0hFs2swWOZXtJ36HZcD5APx1WNgX6MPlZXtus3uYlkpyoEYcKUE/vobNoTYlqPYrftV81+9QhZqAUxXbZEMKAMkjbgzNaUlVK7aGxZoBHrUt0ljYEtQy2pmOw9d+JTdPkzvquNcZAxh6zxFIsoSnQk1zbi/VK/evb9Dr1i/bPYdAcKCgTzYy8rHJJPVVo/BMORaC3gCeetc+3plAIBAIBAJBmC4LR3379mXbtm17Yi8CgUDQZf7v160AMVFCj508KO74qq/O4hLzVKb8/h1P7SylRkog6GnC9fhJGLQyNY4Dt7KawxtOH5NliYbf/kHp20NQ/PGvyW8tAcDXsAlkLRpjeswYSVYDU6dvXRFqu7ChEICB141myG2Hh9qfLx1Dtd3a5v5KHY0E7KqwNOimMQy9+wgyx+ajb44Iq/vuKXXvwiNI8CclIUdNl3NXx4rhAsHuohwEPn4CgUAg2Dd02V306KOP5v/+7/+YN28eAwYMICEhIapfkiSuv/76btugQCAQtMe/56jpVtv+Nple/wp742QlGuKOD7rrqTKoN2cPblzOg0l/xaEEMGg1WPQavP4Dt8qRyxd9U+CpWgpAyas9Kbi2GldJtHdQwF7KtmfCaWeSJvzYkD0WTUKP0PF/1v4CQN0FD7Plwd/V8bKEMdNM2RANeWvVaKYam63N/W1oqibPlwA6GVO2Jcq82776R9zblgCgz+rb+YsWCA4itGY9kkbC23TgCtiC/ZdgxGeEEgiCJImUSIFAIBB0ii4LR8899xwAv/32G7/99ltMvxCOBALB3uQvw3OZW1xLfoqJ9XcdzU0zVzO5X2ab40ulaP8cnRKAZl8evVbGGzhwf5F1+dTrePq0wQAoATUtrMX82le3tt35Tr+Xf62YxZ1DjyLn3F/D6/p9uAN+nsibjLbSiz7FSMohYVEJbfjGo85hpy1q3Q4KPRb06aaYim+V76npcfqcAR1cpUBw8CLJEhqTlp1fbiRjdC5yHK8ygWBXCfrD6czbP1lH/coqDv3nUWj0osKaQCAQCNqny8LRhg0b9sQ+BAKBYJfYUGVncJYqBg3oYeGHq8a1OVZRFOrkcNWwgYmpbLdWowTVFC+95gAXjppvCo7q01zuXgrfdPpt7XvTZVy6nsR3/wZAn6R0rug/NtS3pHYnroCPo+fo2ThnCZJWxpBiDPVLETe3jfb4KTavbvyDa37/lPfdR2DpF2t+3eK/ZMg7pN19CgQHO367D4Dl/5hD2vAsCs8dEiO0CgS7gt/hw5RjwVVhD1Xv89a7MGWLapACgUAgaB/xU5ZAIDhg8QWCLNrZwPjC+OXdYwj6aJDUFLbfT7mRuwaMwi3pcPlV3x29RsZ7AHtAtEQcmXTqn3ZjTth/yFUyu9251Zpw9TRvwB/V9+n2VVHHij+IMTOcphwpHDmt0ebXLdy26AsKPWb6eZNIGRgbERawqjcxhtz43lQCwZ+R+pVVNKyq2tfbEBwE1Cwqw7GjiZRBGVHtJV9sRFEO3BRtgUAgEOwdhHAkEAgOWJaVNuHyBRlfmNqp8X7bTv5qPh2A0Rk96WFUf2WtdKtVxg7kiCNFUZj4vOo9ZNKqaQdBnzPU76lcDEDaUf9Bk5AdPVnWUeUKp5jZ/dGV0ardselnxh7hyC1ZF/4o0ToCUeN8wQBOv5f+Vgsf75gIQGLv2Ncr2HwO2Sh++Rb8uck/uV/Usd/p20c7ERxMlMxQMwayjy6KardvbyTg9sebIhAIBAJBCCEcCQSCA5blZU1oZIlRPVNi+pSgH+uKF1D8HgLOahxbvsJbsyLUL0syWQmqSFHrVaNk9FoJb+DA/OV1R0O4fLdRp8HXWIxt1UvoUgcgaU2ha08cfCm9riqh4Npa9D0OUycEfVS6VFNro0aL3aca8/qDAX4u34xGkjgjOdp7SJcUNh+XdWF/jNPWhCuzvblpIclv3kupo4lXSsPRTxpTdJZ0S5oaQNKos3fl8gWCg4asCb049IFJ+3obgoOIgCei4mYc3yyf1YN1U93e3JJAIBAIDjC67HEkEAgE+wv1Lh+pJh06TewXYU/FH9TNvYW6ubeE2vSZw4HwDZlO1gHgb/Y40skHTsTRAz9spNzq5rrxhfzjuw1cMqpnqM+kk3EWfw+oxtiS1oTfUQmyFkmnRgrJhiQyJj9P+YeqJ1Sly4pO1lBoScPWLBz9b9187lj8FQD/VsYDkDk2j4A3EFWJR9OGgW/xb1uZV3w860vKyI9ob+3XErDWAJB/0wz0WX129SkRCA4aNEYtg28Zy4YXlogS6oLdpmmjKgoNuGYUAEn90rBurkdj1BJw+1n3zEIAciYX0biuhpxjitSUNlkS/loCgUAgADoZcfTAAw9QUlICQHl5OT6fCJsWCAR7H18gSCCo8O36KhRFod7pJS1BF3dsPM8GT81KAF4+4i8AaDXqXJ+7AfvG6WpVtQPkJu3hnzbx+sISRv7nV77dUM3HK8sAGNTDgkWvRWvJBSDzhLeRNAYCjgpkY1rUTYAhayQpY/9G4tCr2GFvoKc5hSSdISQctUQhARy1WfVA6nXGQIrOGRK1l8iIoy2p4cinQ6pVkapqY2W71+JvUvs15s6lHAoEfwZMWRZkvSaqhLpA0FUCbj/bPlwDgNasfuZJzenFWZMKosZWzN6Gq8LO1vdXs+y+Oez4bP3e3axAIBAI9ls6FXH0+eefc+qpp9KrVy8mT57M9OnTGTZs2J7em0AgEERhuPsbUkw6Gl0+eqcnsLXOybCcpLhjFb8zps2LKnAYZPVPn1arVgarW/IfagKlmA0/HjARR63ZUqde78/XjkeWJZSAmn5nyB2HpDFA0IfGkBwzL3XcgwCU//IBeQlJ6GQNDr+XBo+TYLP4JjdrcIZ0U9xzayOEo4AUFuzk5gy0kUubb1YmZpLWM1Yc2vqg+iu4xhS7P4Hgz4wuUY+nIb7hvEDQGbxWT+hxi3Dkd6g/AJuyzHHntFC3rILCswfvuc0JBAKB4IChU8JRZmYmTz31FBMmTEBRFD755BN+/fXXuGMlSeL666/v1k0KBAJBC40u9Qvv1mahpCVLTfvmnZxdOIyPjr4YAL+rjm90/Tgxpw9yiZq2tVNWRaa8BPX/er36pTnQHIUzjrms8J+8dy5kNzHrNTi8YW+gtZU2TDqZHhY9AM6t3wAgaQxIGrVN0iW2uV6V28b5O/IZVWLhwoL5ZGy7n0HJPQAY4FGfr8K/xL+B0ESkCsrNupsSVMh2GqLGjThhaPy0h2aPI2GMLRBEY85PwrHTuq+3ITiA8dsihCOTKhw5SpoASCxKZcDVI3GW23DstOJtdNN32qGUfV9M47oajOkJcdcUCAQCwZ+PTglHt99+Ow8//DArVqxAkiQ++eSTNscK4UggEOwJ2ioXfPW4QrUfhU+2r+QjLsa27l3mzbqbmxMv4OYmeEW7gavMp/Evp1qS/rB01XFHK6mRMoHmrN18dvC7NxB7kv0MfyAYJRoB+IMK/TLMIWFG0qpf+CVJViOOAFnXtjDjsLoYVaL2D3OlstlgY31TNaMy8knapnpAGdq4idBEZD23RCc1VDViCWj5IbGc4225+KRglGhkW/YF5sGTo8QiWaSqCQRRaC16XJV2lEAQKY6Xm0DQES1V+bSWcFp30XmH0LS+Fo1Ri6UwBUthivoZq4AkS/Q6bQBBbwB3TWzkrkAgEAj+nHRKODr55JM5+WT1V/iBAwfy8ccfi1Q1gUCwV3H54gs6V47tFSMqbfjpBn7QDw8d/8eoGkDflzCZPuZEUgxqypVWVm/EAqiChknjx+Hd/8sSN7rj+8wlm8I3BrLegi5d9SLy1q4GQGPJaXNNrz3iV2klLPA8dNiJDDXqqKovQRvHT8pdsgrNtuXQbH8tN88tKf5/9s47To6y/uPvme3tek8ud5dcSa8kQCCELtJUVKSI0hV+itgNgoIFRFEsCAIqiGABAQFpGgihQ0gvl369t7277WXm98fszu7e3l0uyaU/79eLFzvPtGc2tzPPfJ7v9/PVfIuU43NgOdxZvJnnOQuAYNs2mn7zSXLP/TYFn70L2eoi+/QbMDpz044vEBzLmFxatKCnoR/XZCGsCvYeJaSFgc7+3sl6W87sQnJmF6ZsJ0kSJAWEyiYZZYTnrkAgEAiOPfa6qtpjjz3GlCmi6o1AIDi4eILpA1izQUaSJHq9br1Nifj5lOsy2qSEd0OtIV//vKiwUv9slDThaJ2hiL+ZZ3GjFMVzBEQc9fmGF462d3n0z2o0pKeoxTE4hheOooqC5E9ct11JPBpyLXbCHg+WXHtKJTWAwXUv0nTv+diNUwgWPEgEBVtYZvUyLbKr0eTlrNlzWNT4O66sWqjv59/5HgA9L/2CSF8rSsiHKa98DFcuEBxb5Mwpoun57XrUiECwt0RDESSDtNcRa7LZgHIEPA8FAoFAcHDY67jnRYsW0dnZyde//nVOOukkZs2axSmnnMI3vvENdu7ceSD6KBAIBAwE0yOB4kbWD73xC73thQeqUkQjiVSxo8Xbr382yVqq2v3WRbxhqqDG+xzrWwdodvv56fLtKMrw6XGHmh/9b/uw7ZGk/qrREJKcKhz5OjfwXMMmVFUlqiRMwLuDXrIi2rYGuxGbkjC7zjHbiHjDmByp0UaqEqXp3vMBkCO7uLL0bZ7LbKbQn/A16jQGWJQ3iSdP+wK/O+FTenvrH6/SP/e/9wQoUWSL8NIQCIZisGi/xb4NHYe4J4JDjbKPFT+VkIJsNux5wyEYbSYi/sM/AlcgEAgEB4e9Fo527tzJZz/7Wd59911OOeUUrrzyShYvXsw777zDxRdfzK5duw5EPwUCwTFOk1sr8/7GDYs5oypPbw9Hw3y/M5FmdZHzEgA+awvS9LnbuLhCS1mbmVUEQHVmIvrIZbIwNWYADVrkkYkw5T9dzm2vbOPDJvcBu5794Yk1LQCUZllT2pWklD1VSY84erhf4aLXH+Wp+vWY//Id/lW/HoAO/yA5ETOqDOYMKydklQJwgjePvrvW497chSkj1eg62LwpZXlx5/KUimoA6219SJLEp8tnYzdqfVHCQYZDMg1fsU0gOJaJR4n0bew8xD0RHEr6Nnaw9rYVhD2hvd5XCUX3STgy2E1E/WHUw3QCRSAQCAQHl70Wju655x4mTpzI8uXLueuuu/jmN7/Jz372M5YvX055eTn33nvvgeinQCA4xnmptpMCp5nF5dk8eslcAL58Yhkff/Lbw25vLzqOEnsmTpMmePzf9JNpuPhWfpsU+SJJEicXVujL7xhLudD+FqbYy5pRHqYC2GHEBzctAWBCpiYgJQURoYY8ukF26XUNmAvm0zzhHAAufeNxAP66czUAzd5+iiI2DJlmZIuBxVmTADjelxDoMqcmPgPsvm1uyvJNPduZmpPqmWGzpYpNANHBrmGvRUQcCQSjs68RJ4IjH3+7lobs3rz3AmL3qhZk075EHBlBhegw0b4CgUAgOPbYa+Fo1apVfPnLX8blSi3r7HK5uP7661m1atW4dU4gEAgAFEXllyt3MSnLhtEgMyHThnLPBdz/6dms9GsD4icXnZWyT2X2BADafFop6+NyJzLRkYXFkGrtdmJBuf45bLSRJXsIxl7QDkfdKBJNvDzmOrQonutPKAO0ynKg+Tz5dr+AwTUJXySE0VHMhMveZ7U/9cVz92APAC8111IStmPLsWMYwdfCnBTdFPH0pK03hANpT5TZGYVp20UGhn/xkUzWYdsFgmOd0guqAfbb50hVVII9okrWkUzjv7cRcgfGvL2qqIQHQ1hy9j6iM14MIeIV/loCgUAg2AfhyGg0YrGkzyIDmM1mQqG9D6MVCASC0Xj4gwYAPrK/yi83vpGy7vM2LzmEWTJ5cUr7d2edDsDFFXMBmJldNOyxi2wJETwkmTFLiUFy8DCc4e/yavfYBRMzMRlklHsu4LaztBdLVYVooJeG+zIB+IM7iuuvt3Db6pcB2ORuTznWFncHW92dPLD1XXKiZiwuK2pUxb25iw+azudK+8zExkkiWmC3NkFgzEx8p4p/ALvfrS8/krOLppr0R0x0BOFIDfnH+A0IBMcWjtIMACLe/Rtftb1Wx6Z73hMRJEcgyaLhxrvfGfN+8UmA3AUjV9QcCUNMOIr6hXAkEAgEgn0QjmbNmsXf/va3tPLXqqryxBNPMHPmzBH2FAgEgr3n/nfqueFprZy8ZAry3Y9e1NepqsIrfpmZdit5VgdfrDyO04sr+dfpX8Qga7e3KyoXEL3qHsxJkUb+Dg/u2m4AMpIiXZ4wVGGREi9nh6Nw1B17efzdp2alrVNUCDS+ri8vl7SXhTs3vEaHf3DY48149ucATJCdGO1GnJOzAJD8UcItXpwVWdhKXFjzEqlkrX++FoCqe5uY/KO1envNjnX65wfytmO2pRpqA0RGSFUTCATDY4xFFu5v5Ie7VvvtRXxh+rf3pI3jBIcv+xptFomJPkbrXhdRxhi7f0d8QmgUCAQCAez1k+RrX/sal156KRdeeCHnnHMO+fn5dHV18corr1BXV8cjjzxyIPopEAiOQRp6fXzl2Y0pbQYpEfoS6FxHp2TnwpxSZEnmz0suGdNxt/z6A/3zrOvn86/Tv8hnXv8LACYpMUju3Acj0gNNV6xP+Q5z2rpPzChEsvQBkHX893G3OwBNMPpvy/CV2ACMkkyJ7MRgN5Ezp4i25XX6uuLTK8iozEnZPtKnmXNLBiPWsrnknHUTvf/7LaohNTVNktJz/aIDnchWF85Z5xBo2USotRYA55xz93TpAsExidGp/dbDg/t3PwoPasb0Xe830/FmI1VXzyWjKne/+yc48ER8EbJnFegm6UpEQTbuee43GtCeZwbbPghHsYijhmdrmf29k/d6f4FAIBAcXexTxNEf//hHrFYr9913Hz/4wQ+47777sFqtPPzwwyxcuPBA9FMgEBxD9PnD9HhDvF3fq7et/8YpAERUhW988ByBSJjGJk0AOr/6lDEfOz6QjrP9oTV8qmwWP5n/cQB22xKCzCWPr97nazhQxCOO8oYIR90/+hh/vWw+Hc+eB0DG3P/jtOJKff2rLVsBOHtCTdoxI4pC1BfGaDNhGDIzbUx64Qh17CLUsQtjzkTyLrxVb5diFdMMgXdT9u0NpvupRAY6MbjymfiVJ6m8awvZp32JyT/ZgCTvvXmrQHAsYIhVxKp/ajO969rxNg3s03EiHi36JNSneeQM7u4bnw4KDijBPj+DO3uJJnnPBTq9Y9q3/qktQCJqbW+QTNorQrg/KKLTBAKBQLD3EUcAJ5xwAk899RR+v5+BgQEyMjKw2UQpZYFAMD6U/exNFBWuWlSaaMtNpJT9ZstbzHO5yIn55UzOKBjzsQNdmphhdJmJDIaQDFpUzLI5Z/CTNf/BM4ZZ3IPBz1fsZMHETM6oyk9p7/aGMBkkMoYIPDl2M2o0EZHgl0z8rvZt5uVMYNdgD+t6WkCFp+ZewrOTtxNUIjy6/UPe62rAphpQoypGuylFKIKEzwXAzu/EhChJwpRXnrSRto3R+yzhzP/Tm88rnZ52XdHBLoxJ/17FV/5hbF+IQHCso0LdPzcDsOCuM/A09LPtDx8x45snpqSSpu2mqGz5TSLKMh610v5GA4Unl2F0pKeUCg4fml/aCWgFCmZ+60TNp8ofJuwJEej04pqcPeK+/jatGps5c3hv0tFIjhgN9wdTCiQIBAKB4Nhjv96QbDYbhYWFQjQSCATjihKb3HzkwyYAMqxGwmpqpJC77r9srP03EirVmflDDzEi3sZ+AGZ87QTKL56BGlX1mVwnCkiHx8zq916s5awH309r7/IGyXOYh00DU4L9+ue/1WszzSZZxm400eDt4yJ/Gdvu/ZBPKOWctTmTZxd+ngpnDr+afT6giUSSQWbyZQmvOuMwPkWoKuaian0xHnGUTPSqezi5sCKtPTLQiWEvhD6BQJBO/dNb2PaHj7TPT25Oi6SMo0YVNv/yvREjVPo2dRywPgr2n2gwgnuTJvSVnl+NHIs+i4YUtvz6fbY/vCZleyUUZf1P36RnbTu967ViCBPOmYJk2Lfhfs0Nx2nnG+HvSzAyvsYBqAse6m4IBALBuHF4TK0LBALBMCwuz+bjUwuo//6ZeCOp/h4rmzfSI9twqGFMsoFAt4/wGDyJmv6jef0YHSZ9FjY8oA3uLJKKkiQcLZ18aPw/FCXRB39YE7Ve3NJBvz9MtzdEvmP42WMlnDDA7omliT1zxlXYjWZ8kTDzQtr17HhkHd0ftjD4egs7P3sLn58wF0h4WmTPSngVyRbtRUUJpZaAtuxBOBqJyEAnRtfYhT6BQJBOz0dt+mdv0wCNz28jNBCk6YXtqNGEqX/zSzsI9moVC0svqKbgpEQUp2SUhSBwmKGqKquXvcbqZa+hhKIpgp9slJFNsftxOKqbpSdXydvxyFoinjD1T26m/Q2tGmnW9H2/3xpi939fy6ButC0YGw1/2QyrRbVQgUBw9LBPqWoCgUCwL6iqSnN/gNKssUUpNvb5uWx+Llk2E61d7pR1z5qnAbDUk8/qZa8BYCtyMv1rx4+5P3HD0GisYo1FUinISIggTsuh8d1xBxIDdMeylwjdfR4X/PlDPju7GFmW0vyN4qhh7SUjc8E3uXXNy0gq5ETN2GIV5UoiqeksgS5t+3jFHmNSWprJZSY8GNIjmwY+fDJl3+SoIcmQ2M8nhVjh6mTBcP1TooQ6duCad8Go1y8QCPaO3rXteOrchNwBsmcV4CzPoumF7QzsTPgYWQsd5J84EVdFNkaHibpRIpUEh4Y1tySqYratqMNa4ABg9i2aOXU84ig+2QEwuLOPrBmaOCQZE88sf7uWpmbNd+xzf+Lnq/+XFsG64K4z9vlYxyqtz+9kwqmTsRU5D3VXBAKBYL8QEUcCgeCgcd879ZT9ZDn/XNcy4jZKkglnc3+Ak8o1/4YB//BGrr9oPU7/HOwbfXZPVVWQYNInKon6+vXwfTUW4WORJMzGxPkDEWXY4xxouoZETvXFZnpbBgJ0e0MjCkdKSBOCnNM/z6fLZ/PF3slsuvMdTtmZAcCsXlfK9v42D+HBoJ4KYXSY9MiiaV9dxNzbl+rb9rz6KwAmfetVCj5zZ0qqXHLE0Y+z/sAdRamV8OIEGtej+Nw4pp22h29AIBAk4yjLBKDiUi2N1JRpYcY3T0zZJuTWfrsN/96Kqqh0vtuUErHimJCBJElkzcjHWZ6FwWokGogiODxQldQ06fY3Gmj6zw4gYW4tyRLIEs0v7tC3S37uSbKEfULqfX5/MFiO/vllNaqw45F1DO7q3fPGYyTUn4jQ7V/fRV3MpFwgEAiOZIRwJBAIDhqrm9wAXPr4mhGrtHjCqe2nV+YB4PZ2p20rJ21qybWhBKN46t1pA/A4SigKKnQ/fzs7vj4R39YVQJJwJMsElcSLVPAQCUfxymlx6nq1tLN36/vo8gwvHKmqStuTWnU5yeQky2zj40EtLeWq3kpyIsOLTRvufJuuDzQhr/UPn2XrdTa8W1dicln0lwY1EiLYuB5TXjnOWWeTd8GylGNIhsSx80OeEa8r4m4FwFQwZeSLFwgEaVRfO5+5P1yKLRaBEu4PjmiIHejwave6IchDIigNVqMebSg49IQHtSiiyZfNJP/EiYAWDZs5LU8TjOIkPd8kg4S7tktfjgYiKZEtE8+t2q8+GYaJuh2s66N9Zf1+HfdwYXB3H+7abga297D9j2vH7bje5tTKh/7WwWF/kwKBQHAksV/C0cqVK7nlllu4/vrrWbZsGcuXLx+vfgkEgqOQlbt79M/eEQZR/cFUscYREy92tm/k3P5iyoOJsPtFPk1UmvDxSjJrtM/bHlyNp64PVVFpeKaW+qdrUVWVUH9AL2Md7XgdJeCh7dFrgYRwZI0JRxIKC82bCYQPzUDPN+S8u3sSZe03tA2kCEeqqhLxthPp36W3ySYngWiYoCnxgjHfnzPqOXPmZDG45t8ABFtrU/uzS6vINPErTw27b3LEUX5weBPeYPt22h75EgBG56HxjhIIjlRko4zBasQyRCwyJFVBzJ1fjGtyNpJJTvGjKT2/mrm3L00z1LcVOfE29Wv3R3eA7lUjR4IKxh9/p5fW/yXu273rO5AMEo5JmRTEhCOACR8bWWjPnJpHqDcR3RINhDFYjFReOQfn5Cxyjyverz5KBlkXseJsf2gNLa/sGnHy50jB0+Bm+8Nr2P1EIkI22R9sf4gMhkACKs04JmvRgl3i9yUQCI5w9lk4evTRR/n+97+PxWJh2rRpSJLEsmXL+PWvfz2O3RMIBEcTDUkh9e4RjDb/uGkwrU1VFTZse5HbO+byZMMpvLHjLJZ4Cvhty0JUGQqXTKJoaZm+fc/adjbc9Rbdq1rp+aiV1v/tZuPP3mHX4xsw2GSkSCMAkqoJNGo0nqqm4gt5uDv799xe9BsKIrvS+nKgCUcVbv73ppS277+8NWV5W5eHrlevpuGBQjpfupSmhycxuPlRAOrlTMz/uIu1m3YxtS8hsi31aIbXxaenVzoDKFqUGDCrQ8Sfgff/DoC5oHLYfZM9jnJDwwtHHX//lh5xtDdm2gKBIIFslJl4biVTrpgNwOxlJ1N6YQ0AuccVk7ugGDWs6IbYAKYM87ApR5lT8wj1Bejf2sPGu9+h4ZmteBr707YTHBh2PbaettfrdQEm0OXDXuLCnGnFkpPwARwaWZYs5FgLHERiEaqBbh+BTh9Gl5nMmjxqrlswfFXMvcQ5KVP/HPcTBAj2HNnGz9v+sDqtLeLff88vJRSl8bltmj/UXDuTLp+OwWrEs9u938cWCASCQ8mYkpe9Xi8OR6q53tNPP81DDz3E9OnT9bZTTz2VH/zgB9x8883j2kmBQHB0YDPJTC1wsrZlALc/zMQsG6/v6Oash95jwzdPpXfQy0v1qYPRzX3tuGr/yJ/N8/lSrM2uGvllq2a/LCkgSRJGR2KA3LO6LeUY7SvqAVCCUWz5iVl357zzCLSBqmiiiTXiJYCRcFYX59sv55Se1HDzg8GOLi+1nanpXhZjqsZ/zaJJeF56HADfjmcACLS8A8CHx/8WtqxmqVczrzbn2Ih4Q1xgmkxIClB8RgU5cwoxOs24t3TR8LQWXRQXdQCigVTxTokty/ZMhiNZCHJF0ssPq5EwnnUv7OHKBQLBWChckhDJZZOB/OMnYM604CzPoj+gpfTGjZFzFxSTUT18hF/GlGwMNiO7Hluvt3W+3YjzslkHsPeCOPHUJTWiIJkMWrSQVRuWSwaZ2d9fgq9lQPfiizPpwhqckzLpfL8Za54dJaykCDoZU0aPLt1bMqfmDdve8WYDZRdNG9dzHSyGRhYVnVpO+xv1RH1hTM79m9jofK8JAKPTTDzpPGtmAf629EkxgUAgOJIYU8TRWWedxWOPPUY4nIgQyM/P59VXX6Wvrw9FUejo6GD58uUUFhaOciSBQHCsoqoq/rDC0ikxz6JY5bDfv1OHqsI5D7/P0gdXpexjIMTsf99DxTY3dmV4nTtedUYyyMNWfDG6UgeBwV5NDKr5Qz+uuR8HIBrQUsHyio9jULKwzaD10ace/FS1+9+tT2vbOkRIqshJ9zYJtr4DBgu3bNFmUa/q1aKDqq6ai8FsINQXwOgwI8kS1gIHRruJnDmFZFTlMOmTNYR7m8FgxFxUjeLXvqNA4wZqr3MQbNmCY8ZZaakucZKFIwOJ9IVwbzOdz/yAiCfdn0ogEIwPkiyRNT0fSZKwl2jGyH3rO5CMMmWfnjaiwbFkkLEVpk4K9m3sFF4sB4G+TZ2EBzVZIeqP4G0ZQAlGU3yoTE6znoI9lJy5RUz98nG6aXYyjtKMce2rwWpk5ncWp55/XhH+juGjSw8kLa/s1IWZ/SHQ7UtZtuRqEV7hIf6C+0LLK1qk8qTLE6KaOdNCqD99UkUgEAiOJMYkHP3pT39i5cqVfOxjH+O5554D4Pbbb+ett97ixBNPZMaMGZx66qnU1tZy9913H9AOCwSCI5NQbIavyGUB4Mw/vA8kDKhbkqqQxJnt3Kx/zlSGD7mvvHLOsO2uyhyqr5uvD7wLTp5E8enlmNq+BYDBloE5d4LWh44Ogn1+spz5eCQzQUkbvEvR/R9E7i0Pvt8wbHuyZmMySCCnvwxGsmr0z9ZizSDVmmdHNhlAJW0mVTYZqLp6HvnHTyTUtRtzXjmyLVOPMHK/9QhqyEegYQ3mouoR+5ycqiariZnctsf+j+7nfkywafgqawKBYHwxZ1oB8DYNYHKaRxR748imhFARr9zWs6aNwbrhq1gKxofmlxJV0Tbc9TZb71tFaCCY8u8xFkzO/U9FGwvmLKv+WTbJWHJse6xieiBoX9lA0/Pb9/s48Yi8jCotOiteiW77Q2v267gRrzYhZrAZMWVa9HZzlpWIJ4RyiApuCAQCwXgwJuFo2rRp/OlPf+InP/kJf/nLX7jwwgupq6vjmWee4X//+x//+Mc/+O9//8sLL7zA1KlTD3SfBQLBEUggnCochaIKr2zt5KWtnfo2U/O12e9bT+xmunMDizM+0Ne5otoAefLlqWkUlmxbynL5xVr6rGtKNq7J2URjXkpZ0/IoOWsKcpJvkTEzCym0jbaVg2z6+buoUYVthjxq5fx4r/f3sveab5+qGaGu+fopNNx6JnNKtNnjZB9Ss+IBJd2LwZ3kTeScmKEPhmWz9jKSnM43lEhfC8acUgy2DF04Qk48IjIWXTzivikRR0kdjXo0M3TftpWJjeW9ezESCAT7RrJx9p6YcsVsaq5fgCnDQuNz2/b7BVqg4W/3pFWu613fTqgvQMHJkzAmifmBDq9+rx4rtmIXE86pZMY3ThiX/o6EJElYC7RI13k/Og2DzUg0sP9+QPuKqqoo4Si969pRVZXuj1rZ9nC6Z9FI1P1Dm5QqPqMCg9U4YoXCvSU0oI0Zqq6am9JujolI4QERdSQQCI5cxj6qABYvXswzzzzD888/z49+9CNKSkr41re+xZw5w8/4CwQCQZxAbKYtK8ms88H36lO2sRpl3v9cMSduWgll8HlfK6CFe+dGtIGXY2IiDH/ieemlhnPnFWPNtWOPbVe0tAwlFMVZlqmbkBZdcR8AkmxEDm0iatYidUq7tEH8RqOWcnuZ41ng9v246r3HbJCZkGll7gRt9n/Z6VVc8njqgNjobx1uV9zhIBjgE5NmonQr+ux1fHbVOIp3Q8TdhjFnIhF3GwMf/JMtH/wT25TEy4jBNnL6Q7JwNMWZzd+Wfl5biIlb3S/cCUDF7aswZhSMeByBQDB+jMUYWY6lsRksBiRZwpJr019uw4NBTC7LaLsLRkEJR9nymw/IqMml6sq5WltE0UULa64tTVTa24gjSZb0whAFJ5WihA9cRMv0r52gewMZLEbUsIIaVdI8mA4G3sZ+Bne7af3vLqwFDt2rD2D7H9cgyRKVV85FkkePuHOWZTH3h0sBKDqtXPdDHAuBLh8tr+yk9BM1mDO030k0Zq5tsJpI/pew5GrClL/dQ++GDnLnFqVEcQkEAsGRwF7d7f1+Px6PhwsvvJBXXnmF008/nS996Ut85StfYffu3QeqjwKB4AjnkQ8b+ajJDYAtaWC8M+YzsLA0C4BsmwlD0kCv06Slkkkq3Oo6EaPThCnTwqzvnUT1tfMoPHnSsOdzTMrUB4yO0kyqrp6HZJBRQ1povWzTRBnJYEIOb9P3+6wpNR1rmeNUQgc5tNwfjqZ8R/kxscdkSHwvg0+fOOy+r8sTsSkGftA+i9517RjtqS+O/jbPsPuBZo5tyirBlJv4Tv273tc/y6MJR0mpatWuHD43eW7smAmTcoMrD1vFcSnHFwgE40+8ItdY/FoyazTj7PjLf3LES/OLO4bdRzA2PA1ahbqBbT1EvCGioSjb/5iI5MqakQ9KrKJn7N9sf8rBl55fTdmnDlzUvyRLurBligklwb6DG5UbF1sGdvTS+l8tejhZfNv20GoGd/UxsKOXttfqRjyOrdhJ/gkTUtpMLgvsQWhKpvPdJtxbuuhdk3jOxaOwhkb7xaN9d/11A62v7qL+qS1jPo9AIBAcLoxJOGpoaOCSSy5h/vz5LFy4kE984hPs2rWLq666iv/973+Ul5fzmc98httuu42Ojo4D3WeBQHCEcc2T67ngzx+SK/dTsOPnSLG5uM0dg5wyOYcXrl7EN5ZO5l+fT41e7FcjXN9dxZ1tc8nbFgZVC5k3Z1pxDakcU3uNheY/XK4vh/ta2fJFiZYHr0AJBfBuXUmgcR0AlpKYaaXBiBR16/sYh4zZA5KJFbsOrrGzP6JgMyVuzXkx89PjJ2UnNoqZdhd/7m0AjBnlBDHwc/MiTh8sIrrJrW0XGwRbYwa4JtfIEUdhdxvGrGLyLvh+Svukb71C1a8aMBdMHlP/VUXrW8TTQ7inUW9PFpcEAsGBY+qNC3FMymTiOZV73DZ3QTFV18zT/Y2SIzR614vx3L4QDUVpemE7gSTz6K0PrqZ/SxfemJg07auLMLksulAX7NUmNQa29xz8Du8D8cjfLb/5IKW964Nm6p8ef1Ek2Ocn2OdHjQlt7W8mvAC9TYnqp546t/65d337iMdTFRVJTn0Fkk0yKKp+jtFQFZWu95sBaHk1kf7uqdfOH6+Opx97SApiaFCkrAkEgiOPMQlHt956K9nZ2Xqa2uLFi7n55psBcLlcfOtb3+Kll14iEolwzjnnHMj+CgSCI5hvZz5Oxo7fcFPGk3qby2KkwGXhngtmaGXnkzxyIuFiru2t5AxPsbY8JKw/GTUSYuC9v2mfFYVAvZbe1f/u43T87WYa7jqV1oevRLY6sU7SBCpJNiJFE2lfge5Us8/JoQH84YNXYeiBd+u57+06rMbEIDM7lm5SEI88QvsOtsq5NNtKsRQdDyffQ52cBcAl7nJ93/zjtRnVGTefQM0Nx1Fx6Ux8u1IH+gBR/yBq0IsxsxiDM1WQM7jy9xglpCpJiltUm3ENtWvRCoWX3attExYDZYHgYGB0mJh6w3EjllFPRpIkMipzdBPtuNeLsyIrxdz3SCYUK7zQt7mTNbe+vl9RPWOh4ektdL7bRNN/EibOwS4fdf9MFHuIV7+beuNxVFwyg4rPzQCGT78+HIlHs6oRhYg3RO+6dpSIQuO/t9HzURuRcahOFic8EGTTz99l08/f1dMo1XhKnizpkUfJ5C2aQGggmPZvHfaE6N/ajRpVkYyp0UWyUdavaU9seyiRPm6LFaJQowodbzWmHCvOUJP66ChjmcOFaCCSJqJFAxFh8C0QHMOMSTjavHkzX/jCF5g2bRpVVVXceOONNDQ0EAgkQlSLioq46667+Oc//3nAOisQCI48lKSBh0vSZmBvyniKmjwt5Nw1pFR0MDzANT2VfLWrhpxQacq6kTwB1EjqIKzloSto+vWF+nLfigcBCHXswFZ1MpJBO6dkNCFH26n6tNavobO9TjWsV307GPzfM1r1seSIo3iq2mXzJwJQYNCqHZ3vupyaZ3/JS/PvofydN3nEMg9JhZqgNhNccckMMioTIpBzUiaeDx+l/kcnMLDqabZ8UWJw3YsARPq1UHtjVjEGe1ZKn4yufPaImhDX4hFHoXbtpSnzxMsAmPiVp8bwDQgEgkNJydlTqL5+Pq6KbNhz4MVhT++GDjb+7B36t/fQ8VYjalQl2BfQxaTxRoko+JoH9WVbkZOi08pH3N5W6CRnThE5c4tYcNcZZE0bw/32MKPl1V3U/XMzvWsTET6bfvX+KHvsHZ3vNqUsJ0fzTDgrEQkbTwczZVjIrMlFDStE/KkG3i2v7GTnX9YT7PalRRxJMbFnLMJIPHIMNN+i8ECQUEzUintOjUbEFx5TZNOhQlVU1t2xkrYVqel+6+5YSd3fN+318XpWt7F62Wt4G/v3vLFAIDhsGZNwNGfOHH7zm9+wfPly3nzzTe644w6qq6uxWtNf4qqrRy7ZLBAIjj1aBxID9HPsiWiXiVZtkDV07OQPdPKlniqu6JuMMerS2zOqcqi+bv6w5/BseFn/HO5t1iOPhiN55k+KlbTveflnettCb27iWLJ00ISjcNLMqNOcGBhbjAaUey7golla1FWhoTdlvy+9owky/zZNJU9K7Jc9uzDtHIEGzV+j+b7PAND3+v0ARHq1kHtjVjGSbKD6N6neRHsmaTY1JiK1/+1m7ZgZBUz/i4pj+uljOI5AIDiUyEYZV0W2VjXLf/hHRYyGqqr6S+6uv25AjWoPm52PrWfjz94hfADShdpX1utpZwCFp5RRclZqmu9o1S2PJEov1IpKxFMaG55JGFSPZ0RN+8qGlOWiU8sBMLrMWHI1byjJKOv/vtP+b6HuMTT0bzi+DYBkGD7iaE/CUaBL82Ys/+x0pt5wHKiw4a639dTE3AXFw+5XtLQM+wSXJiSqo0dQHyoGdvXS8XYjg7u1CaqOlQ10vttENBDRo73cW7r26phKKEr9v7T0RffWg5v6LxAIxpcxCUd33303BQUF3HLLLXz7299mcHCQ3/3udwe6bwKB4Cjgq89uTFkOoqVh3XqKFg3TPTCAr+5lveKZvPt+fVtXJBExU3zmZCzZtrTjq6pK028+oS/v+LoWpZR16vVU/66TjBMuTdne4EgcU7I4kMw2/Dvfw9p6NgBVwYRYFZTkgyYcDQYTM6OZNhPtz15A9/IbUrb54dnVFBp68Q9TEDMqySzIKteXJUlCCQfx7/pQb4tHXsWJRwUNrtcij0w5WlSTMatI30Y2p3/nQ7HXnELBxT8jc/Hn8e/6gC1flFC8fXvcTyAQHJ4YbSaUsMLW+1cd6q7sM0owEQlpzbPraUvB2Iv/hjvfZrBu/+9T/naPXrky7rEz45snsuCuM8idV5SapiRLTL1x4X6f83Cg4MSJWHJtKKHUdO6CWNGK8UhpShbh4hSeoh0/a2oexpgHYPasAqZ8YTb5x0/AlGHRKwpGfKkRR2FPIoVuaNVBKRbpq+4hPd3bpEXNZM3I103CAdrf0gQuc+bwkdETzqlk2lcWkVmtTU6NZzrfeLHjj2tpfnGHLgYqYYWmF7bT8uouepIiylR17NFSnqZElFEwVhBFIBAcmaS/fQxDQUEBv/3tbw90XwQCwVFIWJ/hU/m3qYZv2T/GRwMPcnyhwqqbl1Cw5Yd0PPcAuaf+Gm/zu0QGEtEuuREH0Uo7C68+Ic0jII77jYeGbVcjIYwZ+brwUXLdo9gmH5/i1yObLNirTsK7eTkSCrIxxLLpp/G39kcACEoG6noPzkBnIJAY4GZYjfgbXgUg9/T7kGRNbPvh2TX055fwmw/mDHuM3kHt5SUemdXx92/S99rvMWaVUHVvU9r2oY6d7Fw2nVCrNlMsWxz6uuzTvjzmCmiSLJN33ndpezRV6Mo5++Yx7S8QCA4v4hEbycbDRxrRJEEjLuyAFmkSjzzxt3m0tLz9IG4QPf/O04n4wuQtKtG9ouI4K7Lw1LnJqMzRK6gdDcRNn00uM+FBTQhxVWTR+XYjUX8Y2bV/PlnBPk04mvL52diKnZhcZiRJYua3F2PKsBDs0Z7PGVNycFVk6/+WhpgH07Y/fEThKWVM/LhmFB9Nes4a7KmvQPEUuEggQnKvN979Dq7KbMo/PV07RjCCZJCQzQa9GiGAZ7cbg82YZoQ9FGMs/TzsCWFLDww+LEj+vYDm3xToSpi9b7n3fWZ8Y/jqrnECnV4suTb6kyKUjuT7iUAgGGPEkUAgEOwL/nCUl7Z2csH0QtpvPYX3jRO5uK8Mpf3ftD55OgsmZmEOaIKGe/UvCex8krCaGHCf4Msn1+4cUTQCaHv0ywBMvOnZlPaM4y4CIOpzA2CvOglLyVRkS+qAPmPhZ/XPkhwhU04MGf2SMSUS6ECSIhwlDTwbHtBSxSLedlQlSmSwmTssJw17DKtf+54MFm1//24t2ijibiXYvHHYfeKiUfZpX0ppL77yAfIuWLZ3FyGnDphlq3Pv9hcIBIcFzoos/fPeRBccTigj3LvjAoFkkvc7XS25ctfg7j4i3rBW1n0IVVfOBSB3flHauiMZf5smMBSclDQhE3v+KOG9jzhSVTUlhStuVG2f6MKSY0M2ace25NiQjTK2Qiczvn4COUO+V6MtIQp1vNmg+wlFgxG9guBQz0RTTNDZ+vtVKdFSIXeAno+0Ca1oIELT89s1c21JQjbKTL58FpM+oaXtJVclHAlzzHQ+1HdgfLb2lWRRzdecKvC4a7twb04IQPF0vZEI9QfYfO/7rLl1BZ3vaqnwGVU5hNyBtAg1gUBw5CCEI4FAsE8EI1F+snz7qFXHHvtIE4Ve3tpJrlXBHHHxrS5t1i6iZONr+B++3f9BVWWig9q23Wp5yjFy5yQGhGoknFrBC8haei2S2Z7ioWMtm49r3gUAFF78c/IuuAVTwZRh+2iMpWcBSFIYJZQ4vl8y4jtIVdW6vIkXmHMnJwa9atiLEvbS9PAk+t79AfUDI5fIvqd+LgByzHDcmJXwWhhc+8LIJzeYKL7yD/vY8wTSUOEoKYJJIBAcORhtJqqunQdA3/qR7zmHM8EeLVpl+s3Hp7RHvGGc5Vk4JrgIuYPUP12Lv9OLGlVSUplGQ1VUBnb0UPePRKW0UJ/2UjxcxIlsNrDgrjPImXN0CUdx4r5NzoqshFfQPjw7+9Z3sP7Hbyaqp8Uiw4ZWKUvGWuBIm1yKC0xxWl7dCWjiSEZVDrO/vyQt0iwuHKGCv00zOE825lZVFc8w5s7ZMwvImVuEbDZQtLR8j9comwyYMiyE+tLT8A4lrf8bUp0u6SuNeMJEAxFKz6/GYDNiLRz92T64KzUFtPyz0/W//bH+xgQCweGHEI4EAsE+8ezGdn7wyjYeX9084jaNbm1gNDHTihoJUDb4cX2dLzKVgXW/J+g/lb7OF4mEyzEVnsCM7ptSjuGakhjc1V5jpu2R61PW+7a/jXPOuRhsGUy5q5Ypd22hbNkKfb25cAoFn/npiFFLxoxErHh0sB0lEuW0cB0zIx34JRP+wMGZFYybiHfecTYn5A6mrAv3aV5E/sbl7PBoA9cnll5Oz2U/BuD2eWdjVBPXZ3KaUZUo4a7durm1J+ZjVPmLXWSe/EUyT7w8cYLoOJl0yqOH6AsEgiMHV3kWgG6Ue6jo29TJpnve1b1lhsPfoUW+qKqqexn1rmvHmm/Hmu8g/4SJKdt76t1EA1F617XT81ErW+59n7p/bmbDT98aU5889W52/HldSlvUHyEaiqaJFkczU7+i+TVZ8+xUfG4Gky+dOWJZ+4GdvcMKLwM7e+l8TxtHdK1qAdC3i0f+JKeEjZUFd52BrViLeu14sxFVUYn6IxhtpoRIlERK2lns/K3/2623bfjpW+x8ZN2w5zJYjcy5dQkFJ5cOu34o5mwrwd7DJ+JICUfp39ajV5YDmPGNEyk+o4KJ51bpbbYSJ3mLJuwxmiziTR1T5Mwp1I3Mh/5dCASCIwchHAkEgn3isie0Cl3yKGlkfbGQ87cvlokMNFAaSsxSRd0/wF/3Et7QYgA8oePBODHtGEMH4e63/owa1UKqo/5BQm1bcc7WBClLyVQsJdMw2DLGfB22igWUf/9tACQ1QDQQ4rGsXr4ka0aXwYh7zMfaH1r7g2TbTOQ5LCjB1HOGe7cBEOpcy9beZszAuXI5pu4wgS/eza1zzqIorA3KsmbkY7AaGXj/HwSbN2Fw5mFw5RFq345sdWEumMyE6x5lwpcfp/LnO8f1GoZGHEU9PeN6fIFAcPCQDDKO0gx613fsU/TIeNH80g6CPX623v9RWkWnaCBC/7Zutvz6AwZ399Hy8k7W3LqC0ECQ3vUdqIqKJEspJsYABYsn4izPTGnr29g55j4lR03M+9GpmDIthL0hUFQMe/C4OZpwTMhg7g+X4izPImduESaXRRcfBne7WXfHSr0E+44/rWXbAx/Rvbo15Rg7/rSWpue1Z5xntxuA3U9sRFVV/d9bGiXiaDQmnJ2INPa1DKJGlLQUteHo39pDeDCIyWXWI2+SxZCqa+al7SObDKOm1Sdjybbp/k2HA96mAYI9fopPLwe0VEBrnp2SMyenpK06y7WIsj2JP0okcb+Y9tVFSAZZF+aU6P4LR56GftpX1u/3cQQCwd4hhCOBQLBfjJaqVtfr45Mziwi+eA5tTy5ldiCLfjk1TLlJrgagJeNCLAt/DUBAShwzzTNAVam92kSgeRPBFq3UsnXS3P26Bnv1SZR+40VQAwTb6sk66TmO3/lDMqImQqGDM9veOhCgJMOKEuyn/dlzU9aF+7ax0VBAAAO75WwmG0LseHANW+9bRbDZw85H1vFS2ecA9NnBcJ82gzvx/55EtjiIensxZqY6cZoLpzDtTyGm/WmcQsdjwpFl0hxcCz9DztlfG5/jCgSCQ4K3aQAlFE1LPTlYKKFoiheMp8Gtfw72+Vl3x0ra39BEfn+bRy/3veOP2sSGfYJWJTNvYQmuyhwyqrSqmhPOqaTkzOHTl+N+OKMRDURAgvk/PR3ZZMBoM9HzkSaIyOZja2gd94wautz80g6igQjNL+9I8clq+FftsMdZvey1lOV1d6zU0yQlw9gEmaFk1ORiK9H+BuIVAkczJ5/+NS2tcXBnLxvufJtoMErx6RVp6YeuJDFlXzBnWwn1BQ4b/7C4v1HewglMuWK2XmADwDExg+k3H8/8O09HkiQko0x4IDjq7yQekVS4ZBL22PcvGbV/Q3+bZ4/XPVjXp0cODkWNKmz7w0e0vLJr2PVxOt9pYvWy11IEOk+Dm2gwvdJexD9OUddHAM0v7WDj3e+MS9VDwbHHsfV0EwgE40I4qlAQC/UeyTy6vtfHq9u6CIc0E8WwasKsGtg0PRGqrqoGskJadJBKFuvaNbHjutL3046nRlLFjUD9aoJNG0GSsU6cud/X5JpzLrI8SMQn0bNGMzwtCzmIKlv3+9hjobU/wIRMKwMb/wjA92xn8A/TDAC8nRv4lPMSfmRbym5DNjVJ1c62PfARAzt6Caxsx2AzYs7WZlM7n/weAJYJM5AtWri+ISO9hItkNCEZTWnt+0I84ijYuJ7SrzyFKSc9gkwgEBw5xCN1oofI0LZtRV3KcrIHXTQW0eqpdwPQ9J/tBGOmvYEuH5Y8OxUXa/dQk9NM9TXzqLxqLvPv1MQeg3X4yKCRXliTGdzdB2piYsPf7tEjUmTzmAoWH7UMTQMzZVoJuVPTsjz1blqX72Y0lKD2N1d6Yc2YI3mGIkkS5Z+ZltJmHkU4shWlFnSIBiMYLEbmfH9J6nH3IXUuGaPDRHggyPaH1+zXccaLuHBksBrJmp6fFpVlK0wUKYnGRJZkY/g4cUFICStY8u0paW5y7Durf2oLba/Vpe0bJ9jrZ/tDa2h8blvqsRWVXY9vYM2tCSuCkYy2fW2DNP1HS/EPdGrV4Jpe3MG2P6xm9xOJQiGqorLhp2+x6Z73RuzP0UbHW42E3IG0ynkCwVgQwpFAINhrHnq/gc5YqH5ghFmLR1ZpppKfrtJuMyFVG5A5MrK5o3ADAJ7+W3BFbPTLIWR/lJzntFntPkN6BIwSSH3IDa59AW/tCmR7JpIx3a9gX5CkCCGvg1B/YpCrHKRJmXjEUd/by1CBf5lncKv9DJ4z1dBR/z8AnjTP5D1jKdWOkmGPYc2z64O7zMWfB0CSZYItmoGrMfPAGrMeLrOnAoFgfIgbSx/sSkiqqrJ62Wt0vtOU0p5c+WlPM+amDHPaC74kSfo9cui6uEg2lmpgQw3Dja7EM+hYizgaytDvtW99Bw3PaBMwE87Rorx2Praettfqhv03dExKTSF0Thp76vlwDBVB9pRKOOXzs/XPSjCKbDEgmw16JNW8H526X/2BRFSWp86938caDyJebcw1mgl5nKwZBQB46lP9qlRVZcu972u/27cbMdpTJ6SS0w17RzHc98YqunWvaqV/eyLdvev95pTKbgBb7vtw2GMk3yeQJPq3dtP5diMA1vxEZd3uDzVPrajv2Ik4iiO8pgT7wrH9dBMIBPtEXa+PyjwHlXmOEVPVWgcCHDcxkwtNL+Pufojg4HUAOJ1ONtrcAISDi2k1DfJozm6K+hKDjD+ecTFrbL0sd7bpbUrQm3L8wY+eZuCDf6D4RjZM3VsU42QAfXBiV4yElYMzoKjt9FCeY8c181q6pcTA5pv2j7HJUJCy7fkfpUcOAQS6EyVyJaMZ25Qh1YTcbUN3GVcU76E10RUIBOOL0WZCMkj7VFp9f1Bj51PCCtmzCvQS6slpJtHg8M+eqTceB2ieNnvCYDchmw3Mv/N0yj41VTvnnvxbYiJa7nGJqpWVV8xJHPMY8jgaK4M7e0EC12St2EXUr/07JkcdmTIt5MwrouzT01hw1xnkzte+X0uuPf2Ae4HRZtLT1YzDmGIPJWtGPjVfPk5fNli0f09n7G9wX/2WkjncDNSHeoeNhnNSJlkz8+n+sIWetYmoI3+7h0BXYgzib0ud7EtON1QjyogTTcnRaclm5E0vbE/bNph0vmSShaOB7T3s/Mv6pI4k+hEePLYqvCWnF7atqB+3dLVQf4DW53ZC9/AZCAebQ+nJd7QjhCOBQLDX9HrD5DvM2Ewy/nCU379TlyYg9fvDZNlMhHq2oURLIXAaAC67jUZzQgRqNYbYYk2IP7vOUjmtuJIvl37ALSXr9Paof3iBaLyijQCMUkPK8lJPAQPSgRWOwlFtAOX2hynJtCDbcml11aRsc7Xjk/pngyphG8FzOhqMoioK7nf+SqirDsmcOuCOeg+sWXXU23tAjy8QCA4+sskw6kB8YGcvPavHV5ROTo2zFTqZ+uXjyJlblBpxNEIUlKM0k/wTJlB20bRh1ycz97ZTmHfHqVokkmn4amBD6V6leRkVnpxIGY57KQHIlmM7VS2ZGd84Uf9ccGJpmnDTsTLxzJWNMhUXz8BWoBXRKLtoKrO+e1Kah9K+UPnFOUw8vyot5WwkHBMT/55q7M+h4pKZzPz24n1Om0smObJnLJ5aBxJ/uyctemhPGGJ/4/VPbtZ/k8GeVLPvof9uyZFoIXeAxn+npqLFiXhGF3Om3rgQ1+RsXJOzMTqGT7OP+hL3iaFRi73rO1BVFSWi0PZ6ImVu1+MbRj3v0UDyfXxge0/ad7OvuDd30b+hC+oPvRAX8YdZ+4M3aFtRf6i7clQihCOBQLBXDAYiPPpRE2ta+rEaDazc1cNXn93EPW+kGhX2B8LkWqF/a2oevMWsPehfdmkhwi7FxAZbHz2GIMtnDzAlM3vY80YHhq94I5v3bzYyGZt5RcryZ/rLCKp+Hn6/YYQ99o/BQATLd1/kTx9qIdQl7v9Rt/ZhPi2NPLidEE74M0z6ZE3a+sHVz9L60Bfw1a7A4MwFYOrDfoo+/1tKb35+nK8gFVFFTSA4+pBN8qjC0Y4/raX+X1vG9ZzJ5zPnaKlGBqshRTgaanILWgUngEmfmErO7OEjM0ci/jK/p9lqX8wbxFaY8MNJLuIQLzt+LJNRoz17ktOCjC4zJkdCOIp7DUkGidILa6j8wpyUY0gGeUwV0MaCOcNC4UmT9rxh0rnjZFZr12KwGkc11t5XUtKqDjKexn62/OYDQIu0GivJwte6O1bib/fo3kGy2cDEc6uY9pWFI+4DiSin8ECQLb/9gL5N2hgv2Jfqh9X5niZuGKxGZIsB+0QX1dfNJ3d+MRFvOC1qJhqIjHo/inhCbPzZO+x6bH1Ku3tzF53vjo+QcrgyVBSPf+f7QzQUpfmlHdpC6NDbFcSLKXS8dWDG7cc6R4xwFAwGmTFjBjU1NSn/zZuXKIm5ceNGrrjiCubNm8fJJ5/Mr371K0KhQ69+CgRHE//erM0sf+vUKdhMMju6teihgSGDn35/hBPV5YT8Z6S0G4u1geTrLk1Qqgg5uapmER+f8jpP2+tHPG+gaQOSyZLWPuGGv+/ztQzFYEkdpH7obMQshfjSvw7MTNSGNi2X/z9btHz/abU3cqPltFH3KQtpLytT/28h+cdPpPiMCr0SjCXHRvN9n9G3zVp8BQCy2UrOWV/FUlQ97teQTNxXSSAQHD3IJkNKKfJk4sazQz/vD556N13vNevLrgptMsFgNeopTgCRYdJM4hWc9oV4+tBo6RuqqjK4q5fc44b3mQPGJSLlSGfK5bOYvezklDbZIKdUJzPFfKHUqErBiROxxiKNDhdMmRYyp+eNGNWyPySLRZFD5K+jhKK0vLxTX558+awx7zs0XW9gRyLaeN4dp1K4ZBIml2XUfWyF2r/3hrvext/mofvDFv33VXx6OZM/r/Wn6flEilrx6RX67yv+9xMeCKYcd8Ndbw/b58orE8JkeCCoGdzH+hX3chsuHe5Ip29jB2tuW4EaVfR7W+Epk8ieVTAu3nWBDg9qNCYYtYbTUhQPNnH/LIOI/DwgHDHf6vbt24lEIvziF79g0qTErIEsazeipqYmrrrqKubOncuvf/1rdu3axb333ovb7eZHP/rRoeq2QHDU8c3ntZmcH32shnPv/C3BSAUgEU3KV398dTMfNrm5OaOPUPA8PrL14JMj9BpCnCdXArDS2cltReuxFdo5MUOLnPFFEgOoR5dcSpEt8RLQ/85jWCbMpODin9H487MAMGaV4Jx19rhd29DULlfUhCIfuBmUO/6rhWo/v7kDM9pLULGS+tD99MRqnm7ezpV2H4/67JSHHNqsWyw1ouRMzZep6pp5WDJh17e0/ap+04opq5iDSdaSK2n941UH9ZwCgeDAYi1wjPgy4Glw65997Z5xefnf9uBq/fO0ry7So05MGVp1ro63GilcMimliMF4EH+xVUfxc+p6r5lQXwBLTnokTNGpZbim5Ixrn45UZJMhzccnb6EmtpVeWE33qlYmfrySbX9YPdzuhwWzv3fynjfaR7JnF+Kpd9O9qvWQCUe7/7lJr0gIeyd4xn2fcuYV0bu2nWCvfw97xFIRL51JxpRstj7wEdFAhPBgQvQZ2NHL+h+/SdQfwVrgwF6cGP8pEUWrcJeU/mYrdoKkVTiMR4L1b+3WxRBneRa5C4ppeLqWnHlFZNbkpfRHjaqUfWYa2bMKj2pfstbX6lAjCp7GfsyxAgCZ1bkM7OzD2zSw38fvfLc5ZbntuZ3kfqNghK0PPHGPrHjqsWB8OWKEo61bt2I0GjnnnHMwm9M9TR5++GEcDgf3338/ZrOZpUuXYrVa+fGPf8yXv/xlSkpGnh0SCARjpztWfSPQ8jb3O77NzYGbecG/JMXo8CfLtVmbzD7tJeI4fy6Lql8G4CLDWfp2r2a0siSjgq9MO5kMs41LJsxgxzZt3ysqFwDQ//4/UPwDBBrWAuCccaa+f8TdOq7XZrClVm/JDctEJe26VFVlIBAhEFEodKVHPoHmV6SoKhbj2AYhdb0JY8dMWZutL1C9TJZDvF35LfqzVSZVl/D5t+9hdvAKXu5/irKQE2u+I22Ql1GZQ6grka9/sEUjgUBwdOKsyKJ1+W6UiJKWbpJsUN23oQPZKJM5NS8ldWuvkYDY4yQ5QsURE8ubX9pB3sISQv1BDHbTuFVE0lPVRog4UlVVj0gwWNOjUCZ8rHJc+nG0Me9HpyLJkp7+VXBiKfknTDymI7Nko0zJmZM14WiEaL4DTf+Wbv1z5VVz92rfeDSRKeZZ5W3qx+gwUX3d/FH3i6ePWnJsDOzoZcOdb2MtdBDo0MY/8YjCiC+COTshzq69TbMRMNoSr60mlwVbkRNv0wB5sQjAtjfqtZWyRNU18zRTdiB33vAVZc1ZVl00Kj69nK5V4zumPBQo4agu2qpRRfee6ni7kQlna1UNJaNWKXB/TaQj3hC967TsgdzFJfS820qwy09oIKiLVHG0aLI+XBVZaZUXx4uwJ0TfBi3i6FCmgB7NHDFyXG1tLZMnTx5WNAJ4++23Wbp0acr6c845B0VRePvt4cMWBQLB3qGqKk6LgbvOnUb38i8BYJO0GaPfvJUQLRaVZgEq5UFN7Ple8Vp9XbHNhe8LP9OXrQYTVqOJ62tOwCinCi5Rr5uWBy6l7dEvpbTL9nh1k/EzxgYwOLKxyO8m+qZaicRegBQVpv9iBcV3/Ddtvxe3dBCMRDnxt29j+95LYz5fdX7CIyNLHuQh83z+ZJlPltFA8392MPjXnViNJs4/6Tv0vNHNy8oFnGUtS/GNSCbq0QZJ2Wf835j7IBAIBKPhLM9CDSsEOtKjjuIvDaB5hOz66wZ61u6fUbY1L3F/syS9PNqS0tAanqkl4gmRNS1vr1JsRkM2xT2OhheOklPjhos4EgyPbDKkvSgey6JRHEOsXP2hKgVviIswUsLHaazExyDGmGeVr2UQ1+TsFN+v0fA2JyJdAh3eNO8oV0UWkiQx/87TU9qHpr+ZnGYi3hDe5gECXT68Df1Ycm0s+OnpyEaZjJpcpn5lIRlV2vVN+tRUjK7EuDHZc0u2GEeNNjwS6N/azdofvKGn4XWvbtN9jfq3dOvpxLJJRjbLKUUI9oVITOjLqM6l4IwyiA3hPbvTK+z62z3s+NNa1ty6Im3d/hD2hNj1xEbCA0E8ddp5s6bnp6Q1HygCXV76tx9b3p5HTMRRbW0tBoOBq6++mjVr1mA2mznnnHP4zne+g9FopKWlhYqKipR9cnJycDqd1NXVjXDUPaOqKj7f8OUeDwZ+vz/l/wLBoaShz48nGKU6x0xkYx2RcDWXz8zh2dUS4Wjit9I1GOBHlatRe7IIGYK6nxGASzUQDYa4YMI0XmipxSzJ+n5D/979O95POb8hsxifz0fRt1fQesd8ir7zxrj+PiMKSM0/gJLlAFgVK+HY+LZ/0ENbLJc++ZyNbj8X/PlDvrmkjDUt/WnrR0JVVV7emjAmzDf08nObFhpfZEoMvupfqCV7oTZbFmnwYAPkqcZhz1F/u1ZC2L70hkN634KxfQfHOuL+LjgSUKxa+M9g5wBkpw4bFdJTef1u37C//7H8vUd8Yb2kd84JxfiDqeloEy+uofnJbYQ8QcK+EGbZjmWyk/xTS4H9u+8oUe0lyj/gxeyzo6oqbS/sImNGHo7JmWy9K/E8MpXaxT1uHKi4djYRf/io/C7H8vcum2V8/V5sh+D6JZMMfig8q3yvv3+5yMLEz03FMTkTXtF8kswlY/9NZM0vpOedFn0577RSjC4zDY9uAkDNkIc9lpRnSmlXZJWBzV24N3fpbZlz81O2kbIT4yXHzGyy3YV0rdBMsMPGKGpsXZQo0VAUr9ebImyqqnrIhM6Wf+8g1Bug4uqxieM7/6IZfvdu68RQZCHoTb1/7v6b9v0Gw0EiRFHDStr1jgUlFGXb3R9iytSEvOyTirW/8/My4PkBfP1erEP+/bx9iYmH8fy9965qw72pk9CAX/dask524d7ShWfAkxYlO540PLMFX/0AU2894YgXw8f6d35ECEeqqrJt2zZUVeWzn/0sN9xwAxs3buS+++5j586d3HvvvQA4nelKt8PhwOPZd6OucDhMbW3tPu8/XtTX1x/qLgiOcZ7c7uUXqzVhxNi7i1B0Lp7enzApYwPfXZDBTz7sZ/OWLciSRGPPAJc5N6JEy+g2p85obN26FYCgR5v5CHt8ab+x5qfvgGgY1ZFPckyR9xP3J7a96SN2e4Bx/H0aB7yYABQvIGOWbUQlbQplU+1Wfbvk/jYOarMamxo7h10/Eg0DqbMhBZZ2QJt1K5MTInjPu6309KeWue82uOle3QQGE1hi9z1PJ/E5u53NndA9vv4fY8UGKIUzDov75pGCuL8LDmtUFSRo3tEISseQdUEoMsJ0K7yujbU62zrorB25vPeof+/vxQy28wz0TvTTO9x9JFPGW6cdP5TXR19tAGL2JV37e98xSbTuaqbV2A0b/LA9SH9jL5yaNL48zibub+NN7f5FqR3OjPr3blTpbGqnM3Pk38sBIxCGmVY6Mtx01Lr37Rg7EpOCHYHusR+nSIUznPCads9ooQOSglSG/X2dYGfrtq2pbQPp73ed7i46a0fx7omPSc9wsqMhYQ7OQBgUla1rt4AtJjas8cHuEJQYYfHYoqnGlY1uYGxjSgDMEoRUuje20V3ggZbYOPA0J6xIfFe7G3ZDj/Y9bN1UC8a9FD082r7hfm0ytaGxHgaNYJbBJNHR3E7HumYoNUNZbBTfmoisq928BfYnnTmZHZoI5Wsc1JanW2nv055T29bXgv0AJld1e2CKWX+vOdIZKasrmSNGOHrggQfIycmhqqoKgIULF5KXl8e3v/1tPvjgg1H33x8V0GQyUVl56PLW/X4/9fX1lJeXY7OJEq+CQ8dvnnxd/zzb+AGDnpMAcNktVJaVwof9nPNcF32x8NDC/DDR/nkMWBUqHNnUebVRwbRp0wBoa9TCVU1Ou94W/3s3vfM7ALI+cTvu2Dnzrn4E58LxM8IeDmXKr2lc+zjW9k+hWE8mlPMDJKUIjEGmVFUD2iBJzptETb7m36R2eoBOTDYH4E+5xtHYVdsFJMQml8VNXDi6eNJxsDoxg8bmVBGocnY1Ld/NQXbkkH/NX+h96js4T/w8fYBlymLK5i46ZLMfyq/akIyWYSvgCVIR93fBkcKO/60m05FDwTStOEk0GMVgMdC4rlYrp37SVILVPur+tBFji4ra4KXgjDIyZydKfI/l771pfS0e3FiNVipGuI82fLgJX7/2kpCbn6f3aTyo/dd7sDHAtE/O0z4DmZNyKKwsZzurACifPQXbhH2v3iY4NhjL33vd2xuw2p0UT5s8ruce2NpDy1Pbqf72whRD6WS2PvcBBSVF5EzbPz/E1lk76N/YTcXUKVgLhk+jHw4lorDttQ8w2I1UT5+OqqpsfU6L6kseQ9Wi/Q6nnTUn7Rh9/g7aX9yd0jZxyiRcNXswqV+U3hTM87H7nfWU5ZZiL9P8LuP3AFojYxrXjScDm7tpiY2ARzt376p2gp0+is+bzPaXPyIaCkNflGnTptHeWIc3r58pJ8+idsV7+j6VNdV4dvbRzm4s74WZfH36dzsavuZBGtikL1dMmYyaIVNfX4/BaiQrM5eeTS3QHmHaOdqx3aFO2tgFwJSiCsy5+z/mUVWVrf9KzUwoKi/BPsnF7nfWMyl3Io7yzP0+T/xcA5u6cUzJIuwOYnSY2OlZQ/FppWRNO3Rm4OPFzp0797wRR4hwJMsyxx9/fFr7qaeeCkBzs+bo7vWml4L1eDy4XPv+gJckCbt97DfCA4XNZjss+iE4NlEUlWhSRoIl3E5H+BQMwJaAyqTgKmTM9CVFZE8xZ+P2TSA3GKDUmc2Gi75Nu39Q/zs+b9J0NrrbebFl64h/22rnDv1zRvlcrAf6NxA7voQCqibWnODLo67mfUKcq2/23NZebi+LvRAZNN+L1sHEbIrNZtujcNPsSY04ilj8GFHpvvjH7Ljr/WESQBI4MrWZL8XbS8dvLwCg/9V7kEwWKpa9jnwoRRtxn9prxP1dcLhjdlmQQmC324n4w6z/+XuUfXoasiphtJiw2+3Yy+zsDiuE3dosdOtzOymYNyGtLPJof+9Gi+b7ooaVEbcxOSyAJhzlTC04IL8dm9WGfYILX8sgBtmA1Zi4p5okk/i9CsbMaH/vJqcFQuq4/z3VPqWJBCbFOOy4SVVV1IiCxW7Z73MXnVTOQG0vmcVZe10Cvfj0cjKqc1P6kD0r9Tc96VNTMbnMw/bTb0/3GsucmLNPY0VrSew37tXuPaqSGIUZRzj/gaT2mcT4d6RzKxGFjlc0O5bJF00n6o8gGSTUqIrVbEUKafduu91O6QXVurm/KzeDwE4tKivY4cMUNaT5R42EElGofeS9lDa7045i08a80cFwShqi1WRBCUWRAonvU+mLYC/d/+8zGkz3MbJl2skqzUUyySg9IezTx+ffzd/uofXf6eJKVlnOUfE8GOtk8xFhjt3R0cGTTz5Ja2uq230goL3Y5efnU1hYSENDQ8r6np4evF4vU6ZMOWh9FQiOBlRV5daXt9IaK3fc4wsRTXqIDmx0Y4hoKr53sJ+yNZ/nC86X9fW7lp1BpK8MgNuLN/BWRx12o5nJroQB4y2zzwBgdvbIs13hfi183VxUjbVs7vhc3BiRQxsA6DFoL0HPbU6EZFuScqZ9MXPB+r5Ezvbunj3nbwdjhoWPXToPgJBdosoEwS19ep72iKihtCbF24eldM6hFY0EAsFRiWw20P1hC63Ld+ult3vWtKGEFeSkKpKSIXXwue72lXp57LHg3qRFWg41yx2Ois/NIGPKHiIL9pKSj2njxcHdfXq1q2CPn91/12bXZYsBV0XWuJ5TcOxiGIfKVqPhax1k9bLX0squq1EVVFJ+u/uKsyyT+T8+ba9FI4CSs6bgLMvSl2ffcjLlF89I2SZ/0QSypuUzHFJsLJZ3/ATm3r6UeT86dcTiIXtCNmmVxgZiZse9a7UxX0ZNLhFvOKVy8IGm6T/b97iNqqpsvX+Vvrzm1hWgqOTEKsh5m/oZ3NWLJVu7lxYsLtW3lY1yyr0z7AnR9nod3R/tuaqcL8nYvPKLc3BV5mDKHLlYwNofvMH6n7xF6393IxllTBkW/O0e/Rr2h3CsYEH+CRP0NoPZoFX1VKH5pZ24t3SNtPseUVWVYJ+f3g0dbPnN8NlNyUUbjgWOCOEoGo1y22238c9//jOl/aWXXsJgMHDcccdx0kkn8cYbbxAKJV6oXn31VQwGAyeccMLB7rJAcETT6Qlx52s7uO6p9dz9+k4+9lAiFHSWaSehQQctJh9NJi8GvyaSFBu0h+1L1x5PTuOfCQ/46XW4WWXvoSYz/aHvMFnY9unv8frHb0hdEQkmPrrbyDn7a1Teve0AXOUeULV+uBRtBvwbz29GlmBippVAUrnmPr/2ctGbVBmly5su7AwlFFUoybAyIcMCqOyU7Mx2ZdC9OtXrwejQzp93fOLB6F7x+2GPGelpHMOFCQQCwd4RL+/c9lqdXjobVSXkDugGqQAlZ6dP1HWtaklrG46BpOo0FZfOHHE71+RsJIOEY9L4pCAk4yzTjrnjT2sJubWJE29jP556NwDTblx4wEpJC45BZLSSrQeIupjg2bMmdVwRr7QlmQ6vv2WTy7JXZsb2Yhf2iRnkH69FNsbvU/uKEorSt1GzEIhXJsudVwSKelDLu3e+o5l3m2MCesSfXnnPU+fG35bu8RQX8LY/tIbwYIjcBamTs47YPc5WlPBsanp+O63/203D03v2UgoNJMbomVPzqL5mHgbzGL93CcIDQdpX1OOu7WbNLa/vV1WyiCcuHE2k4nOa4Bh/HsUrcu766waUyL5Vyxvc3cemn7+r/46GYi2wH/Gm2HvL4XXHGIGSkhIuuugi/vSnP3H//ffz3nvvcd9993HPPfdw+eWXU1FRwbXXXktPTw/XXnstK1as4JFHHuGuu+7i4osvpqSk5FBfgkBwRPGd/2wB4OWtnSx7qZZ1rYkZhp9kP4gSLaDDHMAnR7FF8+nteJn8qDbLsaQih8END6IqdgKyNpP20EmfHfY8lRl5ZFuGzA4FB/WPofbtWEqmj+eljRkJFVXtYFIo3j8Vs0HGZjLgT5oh/NSjq9L27RmjcJRp8GN+qYbbKteyxZDHHKeLjMockCVmfmcxBYtLqbp6HlOumM3Ej1finJwFQOeT3x32mEpYVOcSCATjj8GSeDHoic3ER0MK4cGgPqMNULhkElVXz8XkMjPjmycCYw+B9zS4AW2G32gzjbhd4cmTmPfj08YUlbS3SEMMW5NnsvMWlmAtcIz7OQXHLpIkcSACWeQhgpBsMRANROjb3Im7tpt1d6wEwOQY+Xd2JGDNtzPt/xZiLx7fqI++TZ2E+gNkzcjH5NQMg+MRiAcaf0dCDCo5UyuUsv5Hb6akzqmKSvNLO9L2dZZnkb9oQkqbNS8xxp77w6VUXztfX675slaJNy6MAwS6R4+Yj0ev5R43fLbAlK/MY/aykyk6tUxvsxVrItXM2DMBYNdjWgW4ePRRnGggQsQXHlMkXjgmHJlcFrLnFDLjGyfofwtV18zTtxtLBNdQVFXVq9CNxFjT+44mjgiPI4A77riD0tJSnnvuOR544AGKioq46aabuPbaawGYMmUKf/7zn/n5z3/OTTfdRHZ2NldeeSU33XTTIe65QHDk8dfVzcO2XzpvAjM6m+gLnoxdHiAraqIwqM0Mn2XQHqp2swFPTg3qbhsei5Uziqs4qVB7+EUGuuh77X7yPvmDEV8mpGTxQ4nimHnWOF7Znin9+n9ouvf82PkHcCixEFxJwWKQcJgiesRRJDr8LEavf8/CUTiqUmnexikZV3OL9BERtYZci42oO4I1z4Yl20bpBdUA2GOhsFVXzcO7aytNd2rHKL7qYdoeuQ7blBPw73ofNXJwBjYCgeDYwmBPvGAO7tSqPPrbBkEFc04iTUGSJDKqcpl9yxIAzNlWQv1BxkJ8Rj8+czwaB2qW156UdjDpkzXkHz+R0gtq6Hq/mbzjxCSkYHyRZAlV2bdoiGRqf/chvtZBis+ooH9rN0o49ZiyQaJ7dSvN/0kVG0wZI6cYHYvYJ2bgax5g9xMbMWVYyJ1fjNERE458w4+vosEIux7fyMRzK8dFwAp2a2Pgmi8vSIly6l3XTu58Taxpf7MBX8sgRoeJyZfOxFGaiZwU9VOweCKd72rjeIMt8ao/1CjdWZaJsyILT51bbwt0elPEpqF0vq1Ftpd9cuqw683ZVkx2C8WnV2Cwmujb1MmUz8/CHEtnKzlrMq3/SxiaJ0eJeerdbHtwNQCuKdkpItdw9G3q1K9RkiSs+Qlh35xppebLx7HtDx/R/UHLiP0difBgiOiQf/Oqa+ZhcpnZ8mstbU0IR4cxZrOZG2+8kRtvvHHEbY477jiefPLJg9grgeDoY7Sc49vOqMD9u8cA+EdmHbe3JyoxSJI/9n+JaKAXxVrGzqAbOWmA3/XMbfSteBAl6KHwkl8Mf5IhUTPm/IrhtztAOOckTLANigeHos2UGKUwE8ueZ6sxg3Vvn8FvPzkTf2xwNtHQQXO0gNOtH5FvHKTXt+cXn1BUweB6H6jgHmUKSFDQlUXnh004SjOG3Uc2yqiDWtnPyT/diHXiTCSTBce009jx9VJk6yEoFysQCI56jPZhIhNij4rRIn9MGRbC/QEi3hA7frsabAqMUCAo4o/gLM8cNdroQCObDFRfP5+mF7aTt1CbuZdkKcUfRCAYN2QJ9lM3UsJRfK1apHbba3XDbhP2hGEYsXVoZNKxTtXVc1n/ozeRDBLhgSDWArtuFxAZIZI81BdgcGcvLS/vpOrqecNuszcEe/0gSzhKM/G1JKL9+zZ0YCt24m/zEIxFBTnKMnEN4/OWu6BEF472lL5nK3TiqXNTcFIpne80EQ3uOdInoypnjym7sslA0dIyipaWpbQPfcdQkgyuk6OdvI39e+xH3/oOYOSJhHjqMUDDs7XYS1zkHz9xj8cFUGKiXebUPPq3dpNRk6tlBID+72By7bl8/dGGuGMIBIIUtnWl50zHyY62oipZAGwp8bM2w62vC4UW8YV5BQQ7VuOtbyU6UIhfjmKSEw8tJaAdu+fle1CV4R9Okrdz2PaDRfIDSIp6cCiavm6UImwx5RCUtOXJP13O15/fTJ7cx8riG6m7aBd35N/HdTlPjC1VLaLwnEUTxUKxY074UCvpOexLWoxgy2YMjhwsEzRxKuukKzDlTKTk2kcoX7ZyH65YIBAIRmdoBEPBSZqQIlsMmLNGjlrwNvTTu76Dlld3ERkIQcfIPiHRQASD9dCnzrgqspl+0/FpaWsCwXgjydJ+GwTX/2t4X5qKSxITWBFPKMVDTD//XvgJHQsYbSbyjp+gFyixF7u08ZiU8NMZSryyV6Brz0VRxoK3qR97iQtJllLuh/3beqj97YfUP7UFS64WETRhGE850CInp3/teCacU7nH85WeX0X19fO1Y0mghCL0rmsftmLZwI4eJIOEa3L2Pl4d5M5LTXFLFqqi/sQ5lbCCt2l08Ug2G8isyR11mzjdH7bS+O+x+6XG+xU3Wx/Ylvj9xJ8N+2IIf6Qj7hgCgSCFnTHF/8krFuhtC0uzeO2sOjz/1NIPXqpuJ9ts5/7K3fy9WjNdjIan8cOuJbT+/UR8nmsAcChG/nrKZfpx+t//m/456nMnfU48HMwvDe/fczDJPe97uOZ/AqIenFHtwWAwJtItZIOf+j4/f/6wEYfs42r7hbT1buQTzks5y/WFFKPskQhFUoUzq5IQ2KyFTrzb3iLUsQvQZmjqfnQi3q1vEmzehGXizLQZlqwlV2Ip2btQXIFAIBgLQ30o4lFGSjA6atpY3Jete9Weq/VE/eGUtAqB4GhHkqW9MsfuWdNGeDA19TPUl+5tKJtkcuYUMefWJeTMKyLsCaVVVoNU7zKBhjnJ7N9gNyEZZIx2k17BayjRgDaWi5vp7y++do8edW7Nt1N55Zy0bfo2dmDOsmIrHDnK3FbkTIv2GQ7JIOOqyNZS3SSJxn9vo+6fm2n97+6U7QJdPnb8eR1qVN0vwdGSY2P295dA7LERF6i8zQP0rm9POXY8bQ3inkMbddNyJRRFCUVxJFXlG46aG47bp352faBFbMUncovPSGQ/xCP1Djdz+YPBsXfFAoFgVHZ2e7GZZC6alZgV+FhNPuW13yIamQTAE8GdrO1tQTYbeTWrjb9m70YlMfgxZ2uRM5umBMmyDJ/GEPVoPhm9rz3Athuy8NevAUB1Fh6Q69obCi++i8zFV4DqozSqiUCSs1dfP7fgXf2zbPbxpqmce/uN9MnatfYNUwEjmT+8W8/rW15PacuNJAYrzvJMGu48hZ3LphHp70AJePDvep+2R69ncO3zerSRQCAQHAyc5VrIv9FhovKquWRUj22WN+7JkcxIERYRfwSjEI4ExxKSlGJ6PBr+dg/1T22hbUV9SrvBaiRrRj5TPj+bubcvZe7tS5lz6ykAGB1mDBaDnvYz4WNTqL5uPgUnT6L84hn7XYXsaMTkTIzF4ubhJpdFN2JORlVV+rd168tjMXQeDSUcJdjtw16cEIQya/KYc+uSlO38bZ4DI7In/S0O7OpNWTVY16d/3t8UR5PTzII7z8BRlqn7OG39/Sp8LYNYCxxM/7pWDV2NqqgxL9F4xbvtD69BVVR61mlFGuLV00ZiOOsHJRRl9bLX2P2P4c2vA90+emIVjnPmF1Pz5QWUnDlZX2+MGaYfi6mex94VCwSCUenwBCnOsCIpIbru+BjnOJr43IAmcqiKlt/bbvTzjRlLsRlNBKMRmkxalJKqgnPaFcj2mWwu8uHOTqoCoaqgqljLtBzwqEcL+/TVrgDAu/l/RNytyO7Do6S8ZLKAZCAzUsAn3aUUZmmmklmKH5OcmPGzxj4HQ169LRzoYzRufGYjOY7UEtXFEe3hN+WK2bjKYw/CaJjtNxUR6dceYKG2bajhAKa88v26NoFAINgbipaWA1B20TQyq3Ox5tmZcsXsPc7mJpdpnvBpzexfGcFDI+o/PFLVBIKDhSQzZuGoZ402Doh7gLlru1m97DUGdvRitJvImpGPwWLUytIn/e6SxaHCJZNwTc6m9Lwqrcy8II3kiJe4j0/EG6LrvWaaX041F29+cQdd7yWKybSvbNjn1ENvUz/+dq9WcGBI+q/RYSb3uGI9ghPQ/XYOFIEOb8pysig2XoKjwWIkGoykfGf5i0qwFTj0aJ5dT2wEUqvahWK+eQDZs0efbJYkCUeS15ESjrLr8Q2A5pE09PfnaxvUo5oyanIxOc04h0Q1xQ3Tj0XhVQhHAoEghR5viCKbSv19LuTav3KnaiSwtoZQYDGe/u8D4JEj/GLRBfgjYXYN9hCUo0hIqGomwejNeOrc9JlCOI0J4zg1rAksGcd/DoDWh74AQNSvzYSFe5poXlZ1MC91VMxF1Uiq9qC6pXMmu60OzGqELClKRE48aOwGLYVjdzTxAImERi79GX9AGk1aWPOSSBMAFUEnkkEisyaXcOeulH12fbcmZTnjuIv29bIEAoFgr5GNMgvuOoOs6fl6W9b0fJyTMkfZC2SzNiueNbNAn531t6b76Pk7PIQHgiJVTXBsIUkwRp2h4y1tUi3iD+Pe0qWXM4fRfRHjQoit2LlHQ2MB5MwuoPSCaub9+DS9LZ6m1vFmY4rQ0PlOU8q+ba/VpQkuo+Ft6mewro/Vy15j6/0fsfX+VdqKYdJ/yz89nZrrFlDyMc3XKPlePF5UXzefmhuOQzJo5+/+KJFirEYS1z1ekTbmLAuhvgBqkode/LriaXb9td30rG1LMcuO+MJEvGEs+fYxedFVXTVX/7z2B28wsCMRTRXsTvWmqv3thzQ+qxWhqbh4xrDHN8aq08nHoEfYsXfFAoFgRN6t7+WPHzTyGePTqIqd3U+XEw1rDylP/236dmrsPrq2V4uaCUraTd/d9Q863tLMrVcWdOM0JUJ+1bAmlBiztJLGoY4dhDp24t30XwD633lM3zb7Uz85EJe3V5iySpCDa1LazETplSxscCZKla6foPkLbDYU6G27elvxjxCy3DoQy4OXFAoUL8uOvwSA8yQnljw7qBGafje6MCRb97/kq0AgEBxoXJOzmHhuFRM+NkWfQXavTS2AoEQUvbxx3IhUIDgWMFiNRPaQ2j6Urvea2fXXDSltecdPGHH7ePTRoaxWeCQhGWQKFpemiAJV1ySqpbX8d1faPjlzE9FbvrbBMZ9r6/0fsf2hNWntQ4sRJJM7r4jiMypw7EG03xdck7NxTsqk7NNa6cuGpxPG62ok0afxMlW35jsIdPsIdGliW/EZFXqJ+6ypefp29U9uoeGZRF+UQISILzyqYJqMwWKk+vr5w64bmvqZTHLkXsrxYsJRXGA7lhDCkUAg0Dn5vncAONf3AX1dT6eskw3azMMfc3byxNLLAcg0a+G0ASlVJFFzzDw3uGNIxJEmmBgcifDavpV/1D8rgUFME2YSuORxMs/++nhd0j4jmW2oUuIlxqBKmFSFAUxEZBlKN2HIqyMqpd9GTSYf2zo9bO0cZOKP/kd/0sBwbby8qqRgRuGESfM5OdzALGkStgIHHf/8DuGu4UvqxhHCkUAgOBKQTQYKl0zCmmfHEfNJspdq9y8lHGX9T99k7W0r9O2HKy0tEBytmFwWwoOhPaY3qao67Etq9fXzmfbVRViyh/eShERUhGGML9mCdDIqc6i6ei6QmsJldJiw5NiY9KlEYZL2lQ1p6VdjxVWZgyXPTkblyFXLzJlWSs6cfECrPpqcibH76mWvoUQUlJjXUEZVDvaS8RmDWnJsqGGF2vu0SCtnUkqZrTj1HEpYYeK5lSBLNL6wnd617Smp0Hs815DfSPEZFcgWA9FQopLb0H+zkYSheGRs3Bj9WEIIRwKBIAWrFGSw7xdp7Uq0hPB0eChvBzWZWnTNTdM1w76gnLh5ZlTlcF7JcgDkmKjirX2DULcmhkimRO52dECbebZWaD4ZpsIq1ILEAzjefiiQZAOSmghhNakyZpJmXDJ6UAqH92OSjUE+9egqznrwfVoHAmxsT1Qz6YhVRFEkMKkqmVllvHHdkyjdMrYiJ4HGdSnHcsw4C4Cspdcmzm0eeZAoEAgEhy1WSR9s+1o9RDwJUb362nnHZOi/4NjFaDOCoo4aYQKghhXUqErhKZNS2p2TMsf8Em+0izTQ/SGjKpfs2YUpQkM0FCV/8UQMZgO5C7RCAIEOL+tuXzliJUlVUdlw19spETRxqq+Zx8xvnnjIvXOGRvJEfGHUiIIl10bV1fMwZ45uSD1Whkb0JC9LssSEj1emrLfk2smZU6iLd2P1BwNN5JOMMtYCO3NuPYWSMyeTNS2fqD/x7znUf2+kiqFZ0/OxFTnJqDr2JjrEXUQgEACwtVMLr11sagF1+NmOgQlWaIAimzZQ+eHcs7mkYh6f/0cicmjyZbOoee0duju9hBTthtzws0SuuJwkHLnfegTblOOxViwkUPcR/i2vwcmaj9LUh/1I8qF9eNqLJUKxQhpmVcaIwvf8b/EzW2qFizdnVRPKm09PwMuytx9HMco0JJXINcmJl6FwVAFJISqrmFAJDwaRzQbUqIolx4Y8+XjCPU1U3bMLf91HmItq8G1/G0fNEvrfewI15B+1/LVAIBActpgklFgVHTWSZLZqMYhoI8ExRzzlJeoPjxo9EYn9ZlwV2RSdWk7vmnbCntCYPIviKUbOSVn73+FjHJPTRN/GDpSIQnggiBpWdOGh/DPTCfUHGdyp+ef429O93AD6t3YTHgimCUvTbz7+wHZ+L7BPyMA1OVs3ie56rxklooxbilqcoRMFQ4WkwiWTyJyax5Z73wc0QSt3QTG9a7WKahUXj73CsGwyMOf7S5DNBj1ay2g34WtNpBbGDbetBQ4CnSN7VZlcFqZ/7fD59zqYCOFIIBAA8OIWLfpnoeyB2Hg+p/DjKIoDd9e/ALh75/tgArtRm42QJImpWQVcXzUbGrR9ZIuBTLMNCYkfz/84SiiQch7JZKX4ygdpe/RLse2d5J33Xbybl1PwlX+zo0N72Mrm8ZnR2B+MdhfEhCOTKrHYW8Llvl5+lhTwY1FknK9WUfnFahxTM/jtB3+l35g6exiKJpYjioo0/S3WkckJQR8b7nwbZ0UWAIHGD/C8+1eM2RMBsMUirlxzPg5A5c93Eqj76ABdrUAgEBxgzJL+otUZq0Y0a9nJmDMso+0lEByV6MJRIAKjWNaEY5HKRocJo81EwUmlYz5HwcmTyKjOHbf0omOZaDAKKnR/2EJ3rFx7cnSOJdtKXIYYyX9HCaVGtcz94VL97+BwImtmgS4ctb9Rr49Tx5OhJttDnwOSJGErcCS2txhwFmdhdJkxZ1gw7eVzY+j3HOjxEej00r+tB4PNqE9qTL50JtZCx3CHOOY5/P5SBQLBIeHb/9kCwGXlOYR3+5n30/OQpBC+updwP6Rt0xXxxYQjc8q+ZlsmEEK2GJAkiYFwgMunzCfP6iDUuTtlW4M9i+zTrqfn1V8RatuGZHFgyplI5c9q8fl80JEevnuokK0uDHIfUSWbgoiVb3echJ+TofhlfZuCiJWIR6HjrUayZuRzZduJ/CrzvZTj+JKMskPRxOfz3JoBoafODUDPC7dhCLVhLZvHcJiySzBlXzhelycQCAQHF7uMr2EAVVFxb+4Cjs3KNAIBDBGORiHYpaXNW/P3/mVWNspCNBoncuYV0bO6jWCvH38sUiX/xIn6+kmfnKpHEiWnQCWjRhPpVXnHTzgsRSOAofad8XHqeGItcFBwUilFp5ZjtBlHjKCbdtMiGv5ViyVX8x2d8fUTxiWdzzkpk4FtPex8dF1Ku8llFpH9IyCe1gKBAACjLOE0G7CEJGSTV79p2ivOZfrXjqfO4mGXRYsGMg1JITPGlp2z81jX08KHXY26cfbguv+kbGsu1Kq0mYu0EvOy1XngLmo/ka0ubOZXAfhL40l6+zxfIpXPqmrXHnIHqPv7Jub0l1NrzYJYpTnkMJc9vkY33Xt/QCvzmRMx87H+6Snnk1RtoGEunnZArkcgEAgOKdkGwv1BWl7ZqTcdri9OAsGBJmGyO7pw1P6W5qcofiuHloxYOm3nO00A5C0qSREYkg2rR6qWpyRFoBsP43/PeMRU3sKSROM4aymyyUDp+dWYnOZR0y7txS6mfXWRns5ptJnGZcKh6LRyyi5KH28bHeZhthaAiDgSCAQxHGYDy6NmBpuqMFrbU9YZC2zcUL2aQHD4CgJKrolHcjbxt97l9D+vPSzzrdrMmG/rG8PuE6+ytqcKYocS2ZaBEkrPU5/nz2GtXQvhzYzEDMAb+/X12REzfZntqLKCVLyLvu2LCEYUrCYDvrB2vJO9BWnHlSLad+GaJ6KKBALBUYhDu1/G09QmnDPlgFYHEggOZwyWsQlH/taxl3gXHDxKz69Oa5v5rRPZ+dcNhAdDw+6jJhmhhwaCB6xv+0vWzAKm3bQIW6GTjOpc+jZ2UHpe+vUeyUiSRN7CEgZ29tK3oQMA5+SsQ9upwxwhHAkEAtz+MP2BCJg0lT0SKNLX/WP3Wh7c+h69Qd9Iu2MyGHkgb3tK29dnLEVVVQZXP4tzzrlYSufgmJYwyc47fxneTf8l1LV76OEOGySjmUjXVshNtJmzrXw2uJNi/1ucE96J2fNpYHHKflNCTj6asCMxOWMMEY1Vf+jtaAQr5EW03GyD3UTUFyazvIdQR4Sa3/ZgcAqTWIFAcBRSrM1ixw17M6pyR9taIDiqiZsNJ6cvDSWe0ik4/BguXcqSa8c1OZvuVa0ooWia4bMSSQhHmdWH7/1PkiTsxVqKY/bMArJnpk92Hi1UfG4GoNK3oZOiJWWHujuHNSJVTSAQUN/r4zJjn75cck4+31n1As1eN5evfII3OzRxJ8OUalitxMQk85DUtfZLb8dpsjC4SjPV9u18j8LP3olz5ln6No5pp1L2vRVU3Pb+Abmm8SDQsAY5+AFSRIvA8skhZJNMUSiXq0LrmHPB40ieS9L2mxCypywXGHqIVw0NeDVDRbtipMfoZc4tJ1Ny9hSs8htYJswQopFAIDh6kSXMOYnniCXHNsrGAsHRjWTQppfUaGpBjcHdfaxe9hrBHh+7Ht8AwOTLZh70/gnSyZlXtMdtXBVZqBGFgViFtWSUSBSTy8z8O08nZ+6ejyU48EiypAtj8fRRwfAI4UggENDcH+BrsubbkzflWzROz+SXm1ZS9uRPUrZ7+vQv4vvCzwAIttay9XoHns3LUzyPbp93Nvkx3yJ//WoADNbhjRkd007FnF8+3pczbmSffiMSYPC9AkBYihLo9BEOHU84NA3JtkTfdvb3lzD7lpMx2PxMCKcKR2azh2jM40iSFBZ78jlrsBivIYxkkCk+rZxg47tYJw1vii0QCARHDbHUNGuBQ3i2CI5pJElCMkgokdSII/cWLcpo0z1aoQ2D1UjW9PyD3j9BOsN54gwla0YBkkEi1B9IWxfxhrXS9sJ8+bAie1Yh0766CGdZ1qHuymGNEI4EAgFNbj8mQzuy3E7pF99m8X9+N+x2dqMZi0Eb6Lf+8SoAQu07UiKOvlB5nP456ukBoOiLDxyorh9QDPYs7YPqByAgJWYFB/t+xbY/aMJYxSUzMDnNmFwWLLmFfKZ/UspxWor7CEY0DwObUebXrcdRHLHhlyMMfPQsUf8AwaYN2CqOQyAQCI5mQt3a/dRZNkr9cYHgGEEyyDQ9v431P32LXY9vYPWy14j4Uo2Vi5aWjWoeLDh4xE2ZzdnWEbeRZAmTy0J4IN3nqOu95hErrgkOLaL64J4RdyGBQEBzr49oZCLZ0/3IppHLvVoNidlh/64PYp/UlIgjp9Gifw62bMEx62O45pw77n0+GIQ6tco/Ukw4MkkBar60QF+vhDSz8OQZCl/zAE7FRE0gA7OSuMUGotpAQZIToclGJUjz7y6i86lloKoJoUogEAiOUko+VQUk0nQEgmOZ+O8g4gnpfka9a1MLlLiqRAr74cS8H53KjK+fMOo2BpuRaCC9sprBZsToMB2orgkEBxQhHAkEAsJtnYAZe2k2EWX4ymkAmWZthkVVohhzJgKgBL0pEUdOkyYcDa55Hv/Od1F8/ekHOkKwlsVSx2LCUV40RLj+Kd3QMo4pMyGWZU7LA+CvjSfxl8bFzPBrs+rBSJhwVKEgkpilqvRpFdb6XrsfAMmcmuImEAgERxvJHkcCwbHOaFUF596+lClXzMYxIeMg9kiwJ2STYVhj7GQMViPRQPp42mA1kju/+EB1TSA4oAjhSCA4xml2+wnWNQBRXJPL2T2YbuYXJ8eiCRvuNx8h0quVU1aCXmzbVmJQtDSuuIjk3foGAMVXPXTgOn+AsU3RZpQkRTMBV0MKbY9cr1cEihPPVQ+2baNkcSI0eUrIxSNNi5kUshMOBxgIRHAoSV4GSuotWLaMHO0lEAgERwPxClJGu/kQ90QgOAwYIhxVXKqZYNfccBwGi/A2OlIxWI1Eg6kpaeHBIKG+APaJQggUHJkI4UggOMbZ3ulhCTYMxkYs+VU0erXqaqsv/DqfLZ8DwPNnXk3T524j06xVwAm21WIurMJcWIV/+9vY/3w1l7WsBRIiSnSwC3v1Eqylsw7BVY0PunmhGjc41ESxjOosACaeV8WkT06h9lorvh3vsvsH86n/8aK042RHLYSiYdz+EDLJZrCp4cpCOBIIBEc7tolOJny8kqKlouyxQDA04iijMocFd52Bc5LwADuSMViMRHxhuj5oRo0qhPoDbLjzbQBsBWKsJzgyEeUsBIJjHG9TPxVqLmbn68iWa2nybgVgWlYh/zjtCh4OfxaXKTW1wL/zPQyZhagBD5F+LRc/L+Thmurj9W2iPjey/cgf+OSe9z26/vs0AKqkCUc5Ez6g4pLrMNpMBFu30hUO0vf6H1BDWmRS1bXz2PHHtfoxftY6j1A4SEvEw4neAr1dDm9NPZkstHyBQHB0I0kSRacI0UggANKqa4ly4EcHRoeJ3nXteBv6QZKIBhLRR7JJjPUERybiL1cgOMYJ9mr+PRmTdtPg6eX+2ncosrn06mlDRaNQVx3+ne8RHexGMtsJtmwGQFZVDEkDIMXXf1SYPTumnQqK5kWErFVcUPw9GG1atJAa1qKRoj53Yp8SE21V6/Tl3KiFSChMs2eQ4/y5AJQs2ITJ/ZuUc5nyyg/INQgEAoFAIDgMiUUcmXNsVF83X5RpP0pIrroW6gtgsCYEwaE+mQLBkYL4yxUIjmFURUXtaESSBnBWnc3kp+5kTU8LDuPI3hMNPzsdgEnffBl/3Yd6e0g2IqENeAbXv4Rv+1vItiM/4kgJepGibdqCGsBcVI3iH9DXB5o3av9vWKO3BVu3MDcn9fZ6/T/XUt/vxi9FCJZ3YjS4kc0mSr/xEgA5Z30VU5YwTBQIBAKB4FghrhNlTcvDNTn70HZGMG5Ysmz654gvBGqSv6UQBwVHKEI4EgiOUZSowprvv87kFiuyoR3H1Mv1da2+gRH3C3fXA2DOL0cyJqqJXdP4of4sbH3oC9o5/EduRbU4ajSMBFg6v4TN831C7dvpefkewu42op5e/VojfS36PpHeZmz5Wg67x66JTgNyL4+/V4tNNZJRLKOEAxizirFVLAAgc/EVB/fCBAKBQCAQHFLiHkeyiEI5qrCVOPXPAzt6afz3NgCKTivH5BKFAQRHJuIuJRAco/g8iepfZtty3upPiEWzc4aPfFFCWlpbwcV3AzDp5uf1dQZU7ph3DgC2KZrXUfZpXxrfTh8CDI4cAOTILozGxHe042sl1N99+rD7hPuaMWdbyS64AF/xOgBChR045B4A8vKcqGE/ssmKMaOA6X9RsU1eeGAvRCAQCAQCweFFTDgS6UtHF5bsRMRRqC+gf55w9hSRjig4YhF3KYHgKCPiD7P51+8T7POnrRsMRNjUNoCqqvS7tQfZLts/MGW+xXXv/guAP538OV4485phjx1s2QKAfepSABzTT2f6X1QKPnMnktlOnlWLslH8g2Qu/jz26pPH/foONo4ZZ2Kt0EQdaYjfU7BxPQAFn/sFhZf+EmvZfEz5FUT6WrBOWIIkRZhVXAOAUZXINkQBsGdZiXp6kcw2BAKBQCAQHJsEOryAEI6ORmq+vICqq+Ye6m4IBOOGsO4XCI4iVEXF29BPoMNLz0dtlJw1OWV95q0vA/DcVQupiWgixjzbSoxhN7IkYzEYubJq+MgXb+0KGn7xMQBMuZNS1smObNRIEDUaIdRVh2/7W+SUzx/vyzskSJKEc/bHCdStQjJZqf5dB9u/WpiyTc6Z/4dstpF7zjeov+tUwn0tmDIrqLg5RPd7rwFwY3cNW839hFFouvtsJMB2FAhrAoFAIBAI9g+Rqnb04SzLQlVVyj8zHYPNiGwxHOouCQT7hRCOBIKjgIFdvex4bD2EFIIGCQvQMxCgZMh2DsJkSUH6/WF8Hs1/SJb7yV58B+6dfm6bcxYAqqLQ8fdvkHvON3SRqOnXF0I0DIBhiOm1bLSAEqX2apPeZpu86MBc7CFAtti1/xstGDMK0tcnRQ4ZHDko3j592aJlunHOYAkRl0JADpMR329IBJNAIBAIBIJjD8kghKOjEUmSyF0gCp8Ijg6EcCQQHAXsfmIjhBQALFGtcsOGjkFmJW0z4PbzhkkTfLp3riJoLcIISLKH4OSL6N38MJNdWqn4nd+tJty5i97//oaJX/kXng0vowQ8+rGGplgNTeGyTTmBzBMvG+erPHTIZi0Fb+h1Doe/bhWR3maUoA/JZEUZaAO0QcMiXx6y4tO3TTYXFwgEAoFAcGwiIo4EAsHhjhCOBIKjgIjFiOSPpLZJoZTl7/z6Ha5DM+QzegYJ97iwGBtwXLSCRlUTgioz8gAId+7S92u+7zNp5xtq7CeZEgKIZDRTftu7+3E1hx9SLOJIMpjS1sn2rJTlSG8zAJ3P3EbU00P/23/BWnEZgeDVFESt9EmJSnOqkvpvJhAIBAKB4Nih7NPTaHi6FjW5XLtAIBAchgjhSCA4wlGjCt6BAM4h7RN8G4ElACgRhcXRZmTZiqLkI3U6sA3KGCyN5GSdyfLubgAqM3KJuNv3ug/JkThT7txy1FWMkC1axJGqalFdZd9bQaBxHZknXp4mJtmmHI9/1wf0vvIrvc1q+ieB4NUAZKsJfyQ1HDzQXRcIBAKBQHCYIsWqqqlR5RD3RCAQCEZHCEcCwRHOYJ0bpwKOjF8QjZRjtq7A0/89rKrMjkfXkbewhN617cyIlCKbNqEoLjIHswGIKFkYXRPZvGMLE+2ZZJptDG7634jnKv3avzHllqW1J6dcGRzZ43+RhxjZrEUcEYsQckw7Fce0U4fddtI3X2HbjanfgWTKHHZbNSKEI4FAIBAIjlXi1dTUqIg4EggEhzcioVYgOMKJeLWUNLPlXaq/+i2MpjokKYCtp4qBbT3sfnwj7s1dAITUXCARHeRzrMAdDnH3xteZlqVFwgRaNgFQc38fQzHllmEtm5vWnmzyLNsy0tYf6RicmvdTZLB7z9s6stLaIm0O/fPjlnv1z2o4sP+dEwgEAoFAcEQiGUTEkUAgODIQwpFAcIQT9UdQibI16wJMWZUAGE1bht9WNaOaNgJgdfydcKabtT0tAFxfcyJqJEy4czfm4qkYHFmYi6pT9jc4c4Y9borHkeHoC2S0lEwHwF65eJ/2j/Q2sd62G4ArG1/R2xUhHAkEAoFAcMxiL9KMBpxlWYe2IwKBQLAHhHAkEBzhDPb7kSQvloIZAJTd2EPE8hEABuM2fTtHxi+JuH5F1KJFFMlyL9OmLqYzVi3trAlV1F5jxv3mn3QhaMpPN5J16vWUffc1spZeizF74rB9kGRNLHLMPPvAXOQhxuDIovq+Loq/eP+Ytq+8pw6G+Dwttt+EueAzmKJRAOzTT6fo8t+Me18FAoFAIBAcGVhy7Sy46wyc5VmHuisCgUAwKkI4Egj2AiXkoe1fZ+GrewUlODDidhF/H6uXvcbqZa8d8D71drQgyx4KJs4DQDa7CKEZNsuGHn07i205nqIpRGNh0QPmiRQs+TEd/kFsBhMOg1nfNti0AdAqpJVc9SCO6adTcvXDSPIIt4yYSGLOrxj36ztcMLrykK1DLciHx5xfTvbpN6a2EcEpecEAmSd/kfLvvoZz5lkHoqsCgUAgEAgEAoFAMG4cfTklAsEBwLvrBdSwl65XvgBAoHklsjWHsi8PX4HM/eHfgKkHpW+B7j6ckofJU87R20KGAWyAxfZfwkEtvarsxh7KjTaW/+F7WPphIKeCG95/niavmyKbi4H3/qbv75x1ztDTjI4oI5tG3BfJkFlItL8DQCu3GwXb5OMPZdcEAoFAIBAIBAKBYMwI4UggGAFVVQm2fQCSROcLn05brwR6R9y366NYZI7kP1DdQ1VVVn64FldXBqp5Kw5Xvr4uYvCTU/jxlO1lswuAQI5Epu86Wgpv4uHt7wOwpLCCzn8tA6D81newls3bq76YCiYDkHnSF/b5eo42jFnFANgqFuFZ9wKoQDS2LqPg0HVMIBAIBAKBQCAQCPYCkaomEMToXvE1upffoC97Nj9K25OnMLDu92nbGrMqQTIQ9XWmtCthH41/qiQ8qKWIqRyYKhmh/gBrbnmdvFefACDiTEQLqarKm6aJKMD6/BvJzPsimXlf1NdLJicGYzMDSlRvOyG/DMlgwj71VOxVi5HNtr3qj8GWwfS/qNir9s08+mjElFsGgMGRDYBszUONaOsMSSKfQCAQCAQCgUAgEBzOCOFIIADUaIjB9Q8wuOlPBFreAWBw86MAeLf9AwDpnFf17e+M/gYlmknnK1fi3fG03h7q2kB0sBFUzWNIUh2oyvimcSmRKBt/pvUx6D8XAL9BM7j+1aY3uHXNy9zhmMeTphlgsLK1+JNsKf6svr+UqUUHuWWtRLzNYOK705cQ7mkk4/jPjWtfj2Wcs8+h9ObnyTzxcgAKL3iG3FMfAETEkUAgEAgEAoFAIDhyEKlqAgGkRA61PXUaFTeHiEYjetuq4DQu+aOHz9pvYIa5jvPawS09gSx/nEDjcsq/FsRf9yIdz1+EqhqIRCbjwYsTB0o4isEyfj+1tjXvpbW1G6xc9sbj/LNuXaJNdlITGuT8L6RGTJ116mU84TdROWsevLaTdZ/8JnZ3CyhRLCXTxq2fxzqSJOGadwGezcsBaHv0JvLO/Q4AhgwRcSQQCAQCgUAgEAiODETEkUAABAOD+mdVMgCwq72dNcFqAKKq9lN5yncmv3JfR7GkLauqVrbeu/1JOp6/SNs2Uoaq5LDN2KotBxMC1HjQ//7PUpZdWd/na86lKaIRgIpEn+u4lLYHt77HKS/fx5KlZ1Ln68EoyZQ5swm2bgEQwtEBwJRTCkCg7iO6/n0HSBIGe/Yh7pVAIBAIBAKBQCAQjA0hHAkEQM+WfwKwwj+flnAOAHZ1kOaollJklKLMLnDyO4OF10x2fb9wcD4Avl0v6G11fT8GICNPE6Ci/sD4dnZQKwn/6wke2j5ZRauhBZ9qTdusufirXHreFfpyi7efG997mlXdTbzdUceWvnaqM/MxyQYCDWsxZhWLFKoDgKW4Rv+sBAaRzHYkWdx6BQKBQCAQCAQCwZGBeHsRHPOoqkp07Z0ArAtVkS1r0UeZspfmiCak5Biz+LvTyQmyIWVfRckDINS9UW/LVTXhSXZq6WlRv2fc+hrsWEMosASAn1x6KucfP4nT2+8HSSv9Piu7WN/25Mp87OZEityrLdsS/VZVNrvbmZpZQMTdTvcLd2IpnTNu/RQMjxL0Ipvte95QIBAIBAKBQCAQCA4ThHAkOKYJdW0g1LUOgO/13oDqKMMhBxjc9GfMUhhrdiWK4iKr+4f4mgZS9pWkQaLRIpRoFuHeWgC+3nWbvt6coUUBRX3ecetv699PQFUd7DauJd+lmVuv+s5x+A2D/HLRhaz75DfpuezH5FrsBKKpKXLvdtYzP3cCNoOJx3auYmX7bhxGM4Gm9QDknf+9ceunIJXq37ZjcOUR9fTsdcU6gUAgEAgEAoFAIDiUCOFIcEzT8sRxtP7teAC2hCeTXah5GnUv/zIAlqwyzmv9S8o+hkIHrinZuLEQ9F2Eu/vvADzrXUo0tEDbL8+OZNWEo9YVnYwHwfaPAFBVJ9uj2dhMWvRTo7+bqKpwScVcALIsNpwmC/5ImDvWvsoLjZu55aOXeGTHh+RZnThNZt7qqAPAHQoQ7msBwF554rj0U5COMbMQ2ZoBgCSEI4FAIBAIBAKBQHAEIaqqCY5Z1EgwZbk5kk/2pEXctP0bPDh/C7dumMDEmpOpkDSRpebLC3Bv6WLCxyqRZIltt7xGZvxYqhmrFMQmSagSTLlpAUsfvZ3/cga+5tCY++Td8QzW0lMxWHPS1vW9/yOikVJUJZtF86uRJAkAd8gPQK7VoW9rNRj52+411Hv6Uo4hAU6jhS60KKjPBHoI9XRiyChAMprH3E/B3hPu2g1AqG3bHrYUCAQCgUAgEAgEgsMHIRwJjlma/zo3Zfmf15xB22CIF/0nsWDD6XQMBvl9po1JkoxXBmdZFs6yLH17r6oQD9qLRiqwqFaukI0YbSb+01yLX967amrBrvV0vngJAOVfC+rCUJyGPj/GnocAyMlJiET9oQAOoxlTkv+SzWBiW39X2jkaPH0U2zOo8/Ry6aSZzH/sKnoAS+nsveqrQCAQCAQCgUAgEAiODUSqmuCYYnDLXxnY+EdCXRuI9O8C4Mfuq/hkx91U5jupKdAqlnUMatFIszNtXFiUQVaxK+U4T9dvoCrp5xONFDHX811KJBklFKXW3UFQUsbcLzUaZscDj9Hb8TLh0EwUf7ro404SgqaUZCTaQ36yk9KfVFXl9I5aZFWhwOpMOUaT180J+WUAnGBPrLNXnzzmvgoEAoFAIBAIBAKB4NhBRBwJjhn6195H78pv6MuqwcZdPRfzqOd8AEqzbEzOdbDyxsXc/Nwmrlo4CevjmygCdpdGefC9p/n2zNPoCfq4eMVjfMjH9WOFg4v1zyanmd2D7SDBM5m7+cxgIjpoJHrf/TFB/7kADPb9gvaX7sbfV0Lldd/Ut8kOaxXerFU5ZNbk6e19QT9ZMeGo7dEbiPr6uOqDf9JcdQYDiy7hlZatAJyQX8Y11cfTF/QBkB9NpOrlf+qOsX2Jgn3GtfAzDK76F+Xff/tQd0UgEAgEAoFAIBAIxowQjgTHBOH+uhTRCECK+vmvf5G+bDJoEURLJuey+utL8TT0sw3Nl2aLu4M/bF3PH7a+p29/S/Fa7mybB0BPcCEuIKMqh0mfmsrOd9YA0GIKoiiTUSIKsnH4AL9Q90a63nkXWKq3ta/WRKSmv12KKXcWhWcvw+qbRxCFqZfNQpK1NLY23wD31b7Nl72dbPliampbQchL1JTwLXrn/K8C8ODaV0FVMQ92A1B5Tx1GVx6CA8vEG/6Oev1joqqaQCAQCAQCgUAgOKIQwpHgqEeNBOl5/av68oC5jIxQAwAdlPDRzSdRnGFN28/XOqh/dijpP5UVzg48izJwfjiACxsBGRZcPY/+kJ9V3U3MzppIb38YgLW3raDmywtSPJLiDG56lEhoNpLUz+aok+lJXkWdG68FwJJ1D0pkEoPOfgxWI2ElykNb3+PZho0A3LD672nHDUsyuRZ74ntQFLZ/JZ8l3l5OnP1p8swKstWFKXfSqN+fYHyQDEYkg7jlCgQCgUAgEAgEgiML4XEkOKrxbH+K+vtc+Bv+q7fN2/1L7h+4iJ/3X84Pzq5m/sSsYYUjv9unfzap6T8VVYat0yJYF08EoMekbbNjoJuIqnBS/mT6DWF9+21/WE14IJh2nMGdLQT959GjmvhiNH09wO5/zycamUrAlkWjpw/rX77LTR/8mxXtmk+Trbgm/bhGC1+qOVFf9u14h6i3F4B7ahZR3t+KddJcJFncBgQCgUAgEAgEAoFAMDzijVFw1DK4+TG6XrpcX/5kx91MaX4akPjlwOU8OHgRF04vHHH/za0t1Fr6aTP6eaaohZfOvk5f99nyOVgNRgLRMFlziwCIxjLFVrTtBKDUkZlWWS00mC4MuRvPAiBTtbH9e6fTo6ojX5Q1g92DPSlNmWE/4d4mHDPOourXLRRdcR8A9847m7m5E/jPWdfw3JlXM7j6WX2f8sFOBj98EnNh5cjnEggEAoFAIBAIBALBMY8QjgSHFFVRUaNjrz62N3Qvvx6AzOO+xTNza9kYThdJZhZnpLXF8foCDBjCfGLyG3TlKXxsQg3+L/yMgc//lH+cdgU2g4ldgz345AAALpsJVVX53kcvAjDRmcmAHE45Zv+WRGU0T2MXbc/dTDRcDsDdSpgpuXYuj/g5P9KX1p//KSF6ZufTF/Lrbd+fcya75p+J4h+g6PO/xZRdQs6Z/4cxpxQl5KPnv7/llMF2ljSvp/fVe3HMOBODM5feV34JoEcgCQQCgUAgEAgEAoFAMBzCcENwyFAiCmtvWwHAnB+cgtFmGpfjqtEwyEYMjhKspadxwdpzea9hCwBfObmCX5w/jc/85SPyHObRjxOM4otFDDliJtNmgxFzzKfGZjDx+9p3eHTTB6zgLKaUZ/Pgtph5tqoy49nvcorXByRK3be9Xk/JWVPwt3Wy7YGNwAUANKoKuwrtSJKEajfRkciSIyP762yyT+CW+huprc5n+ou/B6Dnsh+TZbHhfvMRrW8FU/R9ZIsd91uPEOltTr0o2YBsyyDq0aKWbJUnIhAIBAKBQCAQCAQCwUgI4UhwyNj6+1X650CHF2d51n4fMxropfEPRWSd+EOUsJcfvAfvebToncvmTeC3n5wJwAvXHL/HY8kRMFs0MUtCSltvM2rrvIYIFZfOJLMml3c/eBKAhe4mzJv/y82ApySMzbqCUOBsQBPM2v73AZAwrr49GuLla5cAsPW7p9HY5+fDR77EIkstRvNWGgbyMcoSNQVOfZ8MswWAiKcH2epCMiaEN9lsJ9S2La3PoY6dmPLKCXfV4TruInI//u09fg8CgUAgEAgEAoFAIDh2EalqgkOCqqr42z36csgdGJfjNv9ZM4n2bv0bStDNgKqJM09/8Tj+etm8vTqWMQKyRatwFlVT0+kGVv2L8xsSwpdU48JgMXJ8nlah7M8TygHoM1o5sXo5zsx7MVtWAhAeCNJXmxCNfHIfS06cREmmZtCd57BQ6LJwY//n+ZL78wB4FBv3XTQLgAKrk9vmnoUsaT/fqLcXgzM3pX+m3DIAbFNOSL0oVcVeuRgAx9RThTG2QCAQ/H979x0eVZX/cfw9M5lk0hMCCYFQQgmE3gVBRARdVMTeC+qK7CLoT1fEXldRQd3FRXQFLFhQ7MLKIi4oYGHoSJESekIgIWUmZdr9/TEwMMxQxBSBz+t58jhzvueee06ewzXznXPPFREREZGj0qdGqRW7/rs56H3lvqpJHDkKLqFw93/w+hpi+GK5xXUevwxpz6Xt0zGZQlcNHa7UXcG2/SuUIj1mrDYrZsPHDau+YNuLF1H8w3sUzpnAjleu5NYVnwSO21zq3yvI4XGREhVD4r5dAET5vIE6kdH+2/K2fLQ66Jw2XyIDsuoGlaXF+VcTLXG15u6Cu9mQNoxhPZuw01lMfoWDVJt/5ZHh81Hy43uYo2KDjk/u/xcALPEH2214xzQa3/NVIMlkjkk65u9DRERERERETm9KHEmtKN/tX21kS43FmhiFt9ITUqdij5MlD8ylLLf0uNqs3L2EirJrACjacj7O4nupQwxlszZRsbfsGEfD7vJSUt97jMyP/g5AlNdEtC2KF+s1oP/6b3GsmMnOSdeTN21U4Ji0ihL/eLxuvtq+hgeXzMJqtlCxfQUAMT43pv1PSato2xsAxxb/MdHxEwH40ufh7GYpzN65nlfWLGBPhYMIy4F/mia+LD+LiqgGADT+8CkAkiKj8ZTsoeTH93Hv3UpkWsugsZis/tVLlkOSQ4lnXk9Ug2zM0f4NwQ1v8MbdIiIiIiIiIodT4khqhdlqJiolmrb/1xN3cSW7528NqVOxx5/s2fvzzuNqs3z7/wKvLRGb8fnSAu+L1+4Jd0iQDp+OI85loWVFPAA2rwVzlIWb6jY48jEleQAs2p3DkG+m+M9duIPKHauJ737F/nbcfFfRkcdX1iEmfkLg2H86z6Sfu4w3bGaSYyK54L//5q6fPqP++48D0Dzl4O1sBxNJkOCuoNOTXfl1ZCo7X/Pfytbg9jeD+hWR6B97bLvzQ/qc2PNakgfcSWKPq475OxEREREREZHTmxJHUuMMn8G+lfkh5R5n8AoYw+vfV2jPj8eXOCpe7zrkYBuGL5q8lskA7Ji1EZ/Le4Qj/fZWOnlpZzfe3dYHr9eLzbDQ4X/j2ffdZAASel0XVN9niSTF7QRgbfHB8dxbf//+Qs38G3DHVhr8ee9DfF7YGnPrJgfP57PhBLo1TmbW9rVBbS/du4N/3NCAz2/pDkCUxcyKQv/tb60cob87S0xi0Puo9Fa0GLeZxDOvJ+36f5B27YuBmDkqhvQbJ2C2xR3ejIiIiIiIiEgQJY6kxlUWlgNQ/+ymAGSP6gHA5vdWBer4XF7KdzsPvvf4MAyDZY/PY+M7K8LewlaW6789a7fhobL8Ary+eliizTQa4t8w21VcecQ+7a1wYjYgu9KfgNm7c9/+E5dTtuZbIhtk0+C2KdS/4Z9k3PkRWf/MwxIVS6bVhtnw8X3ewT2bBn7+CADWlEYARBsVeLEAJj5w9wvUW+/z3zKWEmtl1o7gxFH3L19m8DeT6ZqRwIXZ9bimcwP+tXYhAFOaZgfqJZxxNa1eLQo7psh6mZhMJlLOG0XKn/7viGMXERERERERORIljqRG7fh6I7+M/wGA6Pr+FS+2uv5bsko3+5M1RWv3sOyxeeTOzQkc53G6KN9Viq/SS/GavQDB8ZJtuEsr2GzKI80UAYAJC5Pz5nNP3hwAXMVH3oC72FXOg7vbH+znq/49isxe/61o5sgYzNYo6gwcSUL3K4hITMMSGc11a2Yxd/l0chz+zbFXZXcPtGFNzgAg1qjA1HY+mD08s9ggPvlvxCeP4RevP0lVJyaSfa5yGsUm0T+9RVC/uv3nBSoaLue8Vqnklzu4ICMbPn8SgNavlZLx1w9CVhuJiIiIiIiIVBUljqTGGF5f0F5GMRn+vYTMVgtmq5l6ZzSkNGcfm95eGXJs+W4nu77JCSorWrMncDtb5e7F+Hx12EAiHxyy6bPbZPBh4RoANkxehmNrUdi+7Sor4fzSdABWJhQDkO+ehSfBn2wyWawhx5ij/AmvusX+W8j61W9OwtLPAvEDTzQbs3H/3kuZy3ETQcbtn9Ih/wHA/5S35LoOPti8jO3OIub8aXjQOXaXl/Jt7kbGrfofX27/hdTog7eXmQ57kpqIiIiIiIhIVVPiSGrMrm8O3s6V0iUdk8kUeG9LjaU838mvry8NlMVkJNBu9JkAbJy6nOJ1ewOxhJZ1wPDvi1S44EF2f3UDXm8DnDExvOg7mDiK9lnwmgxKzP6y9ZOWhH3C2uQVi4gyLNQd0pzvervo1fJrKtwfEVcvEwDDF7o/kiny4ObVSa4ykiKjiWnp72+zp5ZjjvIneboW+/doMtmcYK3gq62RuLByfZeG+MYN5hfXhqB2L2vSng7J6UFl99tn+sdjsWK2xZF27fig35+IiIiIiIhIdVDiSKpVxZ4yvC4vjm3F5M07uNoooVVKSF1HTlHQ++Y3diAqOTpsu7ZU/2qb/O++omjxizhLRoIRy766MSy++yyW7k/0nJfh39/ow6SD585ftB2A8jwHrpJKPD4vvl9LAEiMqeCllHpsu+YR2sfEE123KQARifVD+lC5/eDKqIyKYgyfl8pda7EkpGJr3BFzdHxoxyMruGbaEgCu6uh/WtuBjbE/bN+Xso0/ML3PVXw24Jaw4/7rvH/iq3BgiQv9/YmIiIiIiIhUtYja7oCcupzbi1k30U5sk0ScW/23f9U9oyF1u6QT0yghqG58izqU7Qze7Doi2j89My5qiXNbMam9GmGymtn0zkrqdk8lf+F2ild8giWiC66K/Y+db+yk+5yn6d76DJbvKyKzZTN+zBhFzy//SbNuTej/XyuuwnLcJZWs+cdPAOzrEcvIXVn4bC52jm+LCR9t3jL4taIUa50MGtw2hfiulxx1rKmVDh59/6/s87oCK5HMYW4lMzVdifHL2QAkRVtxeT04PJWcXb8Z2ROGsAWwJKSS+XLwk+RGZvfh5Z6XsOZm/yojU0TU0X/5IiIiIiIiIlVAK46kWhg+I7DZ9YGkEUCjC1sS2zgx5Dar9H5ND9a5uBUpXdMxWy0ApPVuTLNr2xPXNInYhgl0GNMHw7kAszmfcsetOIqeChz72u7/AGCpl8fUupuwRUWRHpMAJhiz5Ru+TNhB8foCVj67IHBM8s9OzJiw7RiNCV+g3FfpwGyLJ6nvLVhik0PGmHzOwf2Ieu3bSqTXBUDE/r2NTGYL1rpNKLVEHv7bAYuLfvOfJfrtMQCMtR78fXhL8qlcMYshuasBuDqzEw90PJfyzYsDdWxNu4b0R0RERERERKSqKXEk1WL1+B/Y+fWmoLLkjmmBZNDhzFb/VIxKiSa1VwZNr2hzxLa95QXs/uIyrLZFIbF+9ZsD0DO1CZVeDzERkTQ85Klj3cuOfIuXyZsfeO1zV+KrKMVsizti/aSzDt5O1tJ5cP+lJg9+F3hdZ+Ao4r0uLog/JPFk8kHinsDbjJhEMrYvD2p7+z+G8PT62SzufQVvZvciLTqewrkTAWgxLoeo+i2P2C8RERERERGRqqLEkVQLV2F50Pvk9qk0u6bdEeubLP6pmNiq7jHbrszzr7wxm/cGlZ/pLmNenj9Ztbu8lNTKUtq/MxxX7jqGt+4FQIL34NPR/hMffDuYybsv8Nr5yxzwejDbwuxTtF908x40f+5XYrLPCWyAnX7bZCLrNgnUiUhIA+C5Lx/mw9Zn+AstHkzpGwN1smMTKZr3OiZrFKlXPBN0Dtvfe5HzpP84T3Eu8V0vJbJe0yP2SURERERERKQqKXEkVcrn8eEurQwpj65/5JU7B3R46CwyLmhxzHpFPz8LwMSSawDwGAbjvS5sca5Anfc3L2PcL18Ru20Zmx5ow8udzmP3tU/wz/Zb+D42n+9j8xmfupZx5+fyv7g85kevxoSbpo8swhJfj+0vDQY4auIIIKp+S+oMHOUfY8veJPe9NSh+6CbW2ZOuIt5dwa0XGEF1zl/2MQCGu5K6gx8IOYfXUcCam004V80OJKJEREREREREaoI2x5Yq9evrS3BuLwm8T2iVQsn6AiJirUc5ys8ad/heQOF5ijdjbXMH/fP8m1CvM3ysqx9DVuYmlhYdrBfvOZjAyhnTmpYvbedL12Y+aeh/4tqs827n/Iat2Nm9GO+0O3FsiSAqPZuEHleyb+5EojLaE9uq7zH7E1kvE4CIhNSQ2OGJp/TKUqZu+imorNs+/1Pekvv/BfDf6uYtyWfHK1eEtBfVqP0x+yMiIiIiIiJSVbTiSKqMz+MLSho1vaoNjv0bZCe2PvYtaOHsLg9+0prh8+At38vL9nKe2b8Z9RzDy4+jzqJlchIRJjMm/BtNx3hdlJ91GwCeol14SnYzvJX/lrVfLh3NwAb+fYLSLRac9o+pd+kTWGKTqH/dy7SauI9mT6/AElfnmH00R8Ud6FxILLJ+VtD7j+1vB17PHPhnCq9+jJSCHKz1Mql//T8AiG11FnHtzw9pK2PUpySfc8cx+yMiIiIiIiJSVZQ4kiqz7fN1Qe/rdKxPVF3/qqDIRNtvbm/h7hwafPAEC3fnBMo8JVspIoJp8SksjXByk6eCPkNaExlhpshVzv1eJyvnjeOyXStJwkeT9JY0feh7AHKnDuPvSclUXHovrZNSKVn0HutH1GXbSxdhuMqJbXU2AKYIK5bYpJAnvx2JKTIaAMMXmjiKSKgXeoBhkFLppPFD2ez8SwIA6be8jini4KqsQzfltqY2J/NxOwldL8FkDr+5uIiIiIiIiEh10K1qUmUK7LlB701mEy1v7Yy7JHTPo+ORX+EA4IPNy+idlolr72o2LnicPvG3UmHyEpu6l1cvPpc+mf5VQbvLS7nmO/+Tx542yvB63Zij4ohskA2AY/lXOJZ/ha1xJ5o9tYxdr98IQNm6+QBYwtxqdjxMlgMJH+OIdeK7XUap/RMAon0e7tyyMBCLqNOIuLYDQo5p+sgPgEFMi14n1C8RERERERGR30srjqTKRMRFEpOREFRmjYskpsHRN5g+Es/+FTz2vdvxVRaTM60b7fc1pcLkT9T0zDbTt3kKZrMJn+Fji2MfezI6AJDQpDN4XJhtcUTEpYDp4FT3lOxmzc2hq4ki4sOsDjoOlrgUEnpcRdrVz4eNZ0/1knHnDDJGfQrAea4SrshdFYhHpbcKe1xMi55KGomIiIiIiEitUuJIqoRhGHjK3IGnp1kToo55jNvn5Yb57/L6+h+Dyt/fvIyc0gJKXBUA7Klw4Fj7Ll9Zg/cL+jZ3I6Vuf51lBbsorXBSb8dKAJxr5gIH9x9q9vRKEvsMBcBTFLwy6gBzTOLxDDWEyWwmY8R0ovavbAoXN5lMRDVsA8DYjf8LihvuE1uRJSIiIiIiIlLddKuaVAlfpRd8BpGJ/oSRNf7oT0jz+nyc8eU/WFG4i9k71zOsVU8AtpQWcsP8d4PqbncUUl64h4URjQNlneJasNyxkf/lbuLs+s0YvfhLhm09mIBy7Vrr71eFf3NtW0ZbGt4+lZKfp2O4ygHIuHMGCd0vp3zzYqz1Mo97T6MTFVU/i4ikBngKtgKQPOBObI06Et2iZ7WeV0REREREROREacWRVAlPmRsA2/7NsOObH/lpZPnlpaS89wgrCncBEBtxMMk0xj4ztG1MLF79EZ9Htg6UnVPf/0S0dUW7uWzum8zL20RrR37IsWZb8G1yiT2vA6DhHdOI63QRANHNuhMRf2JPffutGgw7+FS1hG6Xk9zvz9gy2tXIuUVERERERER+KyWOpEpUFvpX8USnx9H6r91IPzczbL2vd6wj/YMnKN1/e9YdrXqx3VmEy+thY8lePtqygr+2PpOPzrmZv6clsWjlROI8lQyJvzbQhskwGLD1PzQxmXhgySzm5W0CwGIYxHW+mMZ/+9pfLzKG+G6XBZ0//ZbXyZ5cSeKZ12O2Hvt2uqoWndkt8NocFVvj5xcRERERERH5LZQ4kirh2FKEJToCW71YYhslYokMfWy8YRhcOOeNwPsuKQ05v6F/Y+iV+3L5YPMyIkxmnm7Xh0sbt2Fo6WbiC8u5abs9cIx1XVc+tH9E4znjGVa4Kaj9xp5yrMkNiWt/Pk0f+YGsl3eG3H5mMpsxRRz9NrrqZI5OwJbZjeiWvQN7HomIiIiIiIj8UWmPI6kSzm3FxDVJwmQ+8j5BBZVlAFzcuC1v972WeKsN5/6VR2d8+Q8ALkypS+HkDCpbXo6v0r/x9Rn7tjExszcRhXVYmnddoL2zc1dBUiaYTER6PTSrLMFarxngfyLZH5HJZKLZ44truxsiIiIiIiIix0UrjqRKOLYVE9Mw/qh1NpTsAeDxzucTb7VheFwUvnYDV+1cHqhTr3AZngIfpatm4NzwJQAtvV7aRmVx2eZtQe0l5m8kyV1OgtXGr53Pwah0EtfhT1U7MBEREREREZHTmBJH8rsZPgNfpZfIRNtR6/2YvxWbJYKshHr4XOX8+n+NKF08g5FbfgjUiSzIxb3NS+VaD+5tXgBinfn8uiSFuys+CNRLHnAnAIPy1/OQ2U3pPy/xH5/WsopHJyIiIiIiInL6UuJIfjefy5/gMUeF7mt0qIeW/ofshFSKP7yfdbfH4C3xPwUtKXJ/wskwGLrBHnTMFksDzBhcUjGXeE9xoDy2zbkA3Lr9Zy6Y/XygvDY2vBYRERERERE5VSlxJL9bRYF/76KjrTiq8Lip9HoY+cMUCme/FCivd+kT4CzkiRgHL+bNIr68nIwRH9Ji/BZ+ufxTbkjyJ4UedbwKQFLfW/3nSmtBVKMO1K90VNewRERERERERE572hxbfjfn1mJMFtNR9zh6dd0irD4P3fN+AcCaYcYUacK5YwoAV3z/OgCWuhn8q6Qjf6pMYkdSe9y29UHtNLhtMvVvfAVzZDQJZ1zNnu0rA7HMJ5dW9dBERERERERETmtacSS/W/luB7a0OMwRwdOpxFXBxLULKfe4+Xnvds63WgGIbGkhop4FS6IZn3snAL5SA1+pwbbEjjz09Xr6TVxEUbmH5GgrSX1vA7OF1q+VAmCOjAbAEpPs/29sHbIm5BPdpHNNDVlERERERETktKDEkfxu3goPEdGhi9eeWj6HkT9+Stw7D/BhznI678sBwGwzkdBpBAAmU/AUXL7bDUBppYen5vxKtNVCg9veoM1UD2ZbXFDdiMT6ACSccTURCfWqfFwiIiIiIiIipzvdqia/i7fCw76V+VgOSxwVVZbz2vofgsquWvoxpkgTTe7Mx2JLJqXfSxheF5vHxlD5q3+D7dVGQwa0rMs3G/b6j+nU4Ijnjs7sCkBc+/OrckgiIiIiIiIisp8SR/K7FK/zJ3gOPFntgK92rMHpcRETYaXM42Zf957smAeW5CQstuRAPZMlkrqDxlHebANPfFfEWzGXUnRzNxJsVgzDwGQyHfHc1pTGtJpUgiX6yHsriYiIiIiIiMiJU+JIfpeyXP++Q+3uOzOo/Ktta+ianMab1jUUNBpE/vt3AJB+48SQNhK73E1MRx+vLZkJQILNvxfS0ZJGByhpJCIiIiIiIlJ9lDiS38Vd6iK2SSKRibaDZT4vs3eu5+mKLbDwXepnvINrh5eIesnEt78mbDt7HC4AnvpTq5rotoiIiIiIiIgcB22OLb+Lx+HCGh8ZVJZXVoqzsoxeP38IPnBv89/GZklIDtcEABlPzQGgZ5Mj1xERERERERGRmqXEkZwwd2klJRsKMZmDp1FJZQm9C3OwVboDZXUvG0OTe37kv+vzefm7zRiGEYg5Kz2B1/2a163+jouIiIiIiIjIcdGtanLCCpfnAZDYOjjZs7NwC3/asx5PUj1a/t/XVGyzk9x3GIZh8Kd/fwXAPV/8wo1dM3jr2s4s3FIIwOq/9cNiPva+RiIiIiIiIiJSM7TiSE5Y2c5SouvHkdK5fqDM6/MxK2c5/fduJLnbpUQ37UJy32EALNlRHHT8O0t2APDJqjwaJdnITouruc6LiIiIiIiIyDEpcSQnzFVcSVTdmKCyyLdG8/HGVcR63SS1HxwU211aCcBl7Q8mmi584ye+2bCHAVn1juspaiIiIiIiIiJSc5Q4khPi3FmCY0sRtpToQFmZcw8AsV7/E9IscQdvYVu2s5jBU37GZIIPb+xGSowVgP+sy2dzQRmxkbprUkREREREROSPRp/W5YQ4thQBkH5uZqBs1+7VAHQoyQUgIrE+BU4XZ05YwIa9TgAMA8xmE9seGcjCnELOe/1HAPaVuWqw9yIiIiIiIiJyPJQ4kt+saM0e8hdux5YWi9lqCZRvWfYqw7fsYMSWH3Bbbfx5TiH1E8oCSSOAxXefBUC01cKArHqc3SyF+ZsLWLGrpMbHISIiIiIiIiJHp8SR/CaGz2DTOysBSGpbL1BevuM7du1awogtmwEwud1MW7rT/9oEcZER/K1fc7pmJAW19+1femG57yuu7dywZgYgIiIiIiIiIsdNiSP5TdwllYHXia39exi5izaSN2MAX0QMoBv+xNHcyDMC9abf0JXLO6SH3fzaZDLhGzc4pFxEREREREREap8SR/KbuIoqAGgwoBl1uzUAoGT5q6w212OtLwWAstYX8+ie63jjqo7c2qNxrfVVRERERERERH4fPVVNfpOVHy0HID/iawAc6z+kePkELom/lrquMgC+b/s3yi0xDO3WqLa6KSIiIiIiIiJVQCuO5Lh5XV6iCr1UmLz03byJSwsfo33uTJ5MHEWEz8urqz4B4P75e2iRmoTZHHprmoiIiIiIiIicPJQ4kuOy+b1V7FuVD8DYlO8B+LTIyafR/QC4ddtiAFZEZOExWWmYYKuVfoqIiIiIiIhI1VHiSI7J5/EFkkYAz/4ymXPrxPNFWht22hIZs+1HzshfD8D1SS8A8OKQtrXSVxERERERERGpOkocyTE5thQBsMi2ibNzP8DszeW8Pbmct+dXCqwxpLj9exuttzTl+zv70DuzTi32VkRERERERESqihJHckwlGwoAOGfrI5i9+XhMFiIML0AgaTQh5jpei70Gn5JGIiIiIiIiIqcMPVVNAPhs62r+smgGlql/Y9K6ReytcAZiRRsL8BnlmLx7MSea+O6WX3igwbOB+I1JY6nsdx85D55bG10XERERERERkWqixJEAcOM37/CfVStpVLaPEYs+Ju39x7h+/rvkzt9C5S4nlpI38ZlhgPV1it0mpj95H679C9Y69DqPCZe0o0mdmFoehYiIiIiIiIhUJd2qJmxz7OOrDR2JM6URvWsAPmsr/pt+Phk5UexybwIgsuJH5qaeyS5vGsN6NsFmtdCl3idYzCbc13Su5RGIiIiIiIiISHVQ4kj4IW8TLUxpABhYqaz3L872HIxbi/6J2buTlt3vwnfF4EB52bMXEGnRojURERERERGRU5U+9Z/mPD4vqz//OvDeF5kVXMHnJKLsC5y2GGztrw8K2awWzGZTTXRTRERERERERGqBVhyd5savns+gPW1gf/7HSL8M3P7XtryrMfkKcFpjyB25kYtbpddeR0VERERERESkxp1yK44WLFjA5ZdfTseOHenfvz+TJ0/GMIza7tYfVsH8aUSZEgPvvd42AIzzlvBMg6t4ueEtJD2Tx8XtlDQSEREREREROd2cUiuOli9fzvDhwxk0aBB33XUXS5Ys4YUXXsDr9TJs2LDa7t4fUq/NG8AGcYkPUu68Ca+nNQAf+SLwVQ7i1zH9aVE3tpZ7KSIiIiIiIiK14ZRKHE2YMIHs7GxeeOEFAPr27YvH42HSpEncdNNN2Gy2Wu5hzfOUuVn/2hJaDO1IVHJ0UGz65uU0N/pgYBARuRFzeTFeoLxlMosGdCHCbFLSSEREREREROQ0dsrcquZyufjpp58YOHBgUPn555+P0+lkyZIltdSz2uXYUkRFvpPCZXlB5euK8lk8ZRTmiBaYTAswm0u5vawNOw0fZ97UiR6Nk+mSkVQ7nRYRERERERGRP4RTZsXR9u3bcbvdNG3aNKi8SZMmAOTk5NC7d+/f3K7H42HhwoVBZcnJyTRt2pSKigrWrl0bckznzp0B+PXXX3E6nSH9qVOnDnv27GHHjh1Bsfj4eFq0aIHX62XlypUAVFZWkpubS3FxMV27dsVqtbJ582aKi4uDjm3QoAFpaWns27ePLVu2BMrzV+3Eu9dBgqcBZWVlLF++nN1zt7J0y7d0Kc9mbZSbrAalvFR8NT8XF7Dvwlh++OmHwPFpaWk0aNCA0tJSNm7cGHROq9VKu3btAFi9ejVutzso3qJFC+Lj49m1axe7d+8OiqWkpNC4cWPKy8tZt25dUMxkMtGpUycA1q1bR3l5eVC8adOmJCcns3v3bnbt2hUUS0xMpFmzZrjdblavXs3hOnTogMViYePGjZSWlgbFMjIyqFevHoWFhWzdujUoFhsbS1aW/4lzy5YtC2k3Ozsbm83Gli1b2LdvX1Csfv36pKenU1JSwqZNm4JiUVFRtGnj31dq1apVeDyeoHjLli2Ji4tj586d5OfnB8Xq1q1Lo0aNKCsrY/369UExs9lMx44dAVi7di0VFRVB8czMTJKSksjLyyM3NzcolpSURGZmJi6Xi19++SVkrB07dsRsNrNhwwYcDkdQrFGjRtStW5e9e/eyffv2oFhcXBwtW7bE5/OxYsWKkHbbtm2L1+tlx44dFBcXExUVFYilp6dTv359ioqKyMnJCTrOZrORnZ0NwIoVK/D5fEHxVq1aERMTw/bt29m7d29QLDU1lYYNG+JwONiwYUNQLCIigvbt2wOwZs0aKisrg+LNmzcnISGB3Nxc8vKCE7M1eY04VLt27X7zNQIgOjqa1q39t6kuX748ZF+41q1bEx0dzbZt2ygoKAiK6RrhdyLXiAPXd5vNRmZmpq4Rx3GNiIyMJCcnh6KioqCYrhF+f+RrRH5+PuvWrQu6vusacZD+jvA7Va4RlZWV5OfnBz6X6BqhvyPg1L1GLF++nJycnKDru64RfifD3xGRkZHHd2eWcYpYtmyZkZWVZSxcuDCo3O12G1lZWcarr776m9tcuXKl8e233xpA0M+gQYMMu91ufPrppyExwLDb7Ybdbjfat28fEnvyyScNu91ujB49OiTWs2dPw263G/PmzQvb7pw5cwy73W6cddZZIbG7777bsNvtxtixY0NirdJaGB/943Xjk/lzDIvFHBKfeMejhuneL4zzL7w4JDZ06FDDbrcbkyZNComlpqYGxpqamhoSnzRpkmG3242hQ4eGxIYMGWLY7XZj+vTpITGr1Rpot1WrViHxsWPHGna73bj77rtDYmeddZZht9uNOXPmhP0dzps3z7Db7UbPnj1DYqNHjzbsdrvx5JNPhsTat28f6FO4dj/99FPDbrcbgwYNCondfvvtht1uNyZMmBASy8jICLSblJQUEp8yZYpht9uN6667LiR25ZVXGna73Zg2bVpILDY2NtBus2bNQuLjx4837Ha7MWLEiJDYueeea9jtdmPmzJlhx7po0SLDbrcbXbp0CYk9/PDDht1uNx5++OGQWJcuXQy73W4sWrQobLszZ8407Ha7ce6554bERowYYdjtdmP8+PEhsWbNmgXGGhsbGxKfNm2aYbfbjSuvvDIkdt111xl2u92YMmVKSCwpKSnQbkZGRkh8woQJht1uN26//faQ2El3jWjVKtAnq9UaEp8+fbpht9uNIUOGhMR0jdA14vAfXSN0jTj0R9cIXSMO/9E1QteIQ390jdA14vAfXSNq9hrx2WefGStXrjxmbsRkGKfGI8eWLl3Ktddey9SpUznzzDMD5R6Ph7Zt23Lvvff+5g2yD2Rly8rKgsprY8VRenr6Ca04+v7N0bTgNkxNcrE1iaHo2+B9jgBmJMfzuTmBNX9uqW8BTsFvAU6mbwq9Xi8LFiwgPj5eK470TeEpf404cH3v1KmTVhyhbwoPdSpeI/Lz81m4cCHp6elacaS/I075a8SBFUcDBw4kOjpa1wj9HQGcuteIAyuODr2+6xrhdzL8HXFgxdGBvhzJKZM42rBhAxdddBGvvPJK0D5HRUVFnHHGGTz22GNcd911v6nNVatWARzzl1idysrKWLt2LdnZ2cTExPzm410uN6sfnsHOmPVUWPJoVnZlUPwG725yI5P5dGh3zmlRt6q6LXJCfu98FzmZaL7L6UTzXU4nmu9yOtF8P7kdb87jlNnjqHHjxlgslpDs7bZt2wB/xu50FBlpxfAVEe3yYXWVgRUqvHfxLc8x24DRV/bhlh6Na7ubIiIiIiIiIvIHdMo8VS0qKopu3boxZ86coOWRs2fPJj4+ng4dOtRi72qX11dEgq879aw34zYK6Od7mtXt0njvwXOUNBIRERERERGRIzplEkcAf/nLX1ixYgV33XUX8+fP5+WXX2by5MnccccdREeH7u1zuoj0FGAx+ZcNFhq7yEpNZPpN3WicrKWEIiIiIiIiInJkp1TiqFevXkyYMIGcnBxGjBjBl19+yejRo7n99ttru2u1ymvrFXj9Ndv5ZfQ5tdgbERERERERETlZnDJ7HB0wcODAoM2xBQqjTdRx+V/bzrqqdjsjIiIiIiIiIieNUy5xJKH63X8Rmz76hc0d0/h7+/q13R0REREREREROUkocXQasMZE0vrmzrSu7Y6IiIiIiIiIyEnllNrjSEREREREREREqo4SRyIiIiIiIiIiEpYSRyIiIiIiIiIiEpYSRyIiIiIiIiIiEpYSRyIiIiIiIiIiEpYSRyIiIiIiIiIiEpYSRyIiIiIiIiIiEpYSRyIiIiIiIiIiEpYSRyIiIiIiIiIiEpYSRyIiIiIiIiIiEpYSRyIiIiIiIiIiEpYSRyIiIiIiIiIiEpYSRyIiIiIiIiIiEpYSRyIiIiIiIiIiEpYSRyIiIiIiIiIiEpYSRyIiIiIiIiIiEpYSRyIiIiIiIiIiEpYSRyIiIiIiIiIiEpYSRyIiIiIiIiIiEpYSRyIiIiIiIiIiEpYSRyIiIiIiIiIiEpYSRyIiIiIiIiIiEpYSRyIiIiIiIiIiEpYSRyIiIiIiIiIiEpYSRyIiIiIiIiIiEpbJMAyjtjvxR7V06VIMwyAyMrLW+mAYBm63G6vVislkqrV+iNQEzXc5nWi+y+lE811OJ5rvcjrRfD+5uVwuTCYTXbp0OWq9iBrqz0npjzDxTSZTrSauRGqS5rucTjTf5XSi+S6nE813OZ1ovp/cTCbTceU9tOJIRERERERERETC0h5HIiIiIiIiIiISlhJHIiIiIiIiIiISlhJHIiIiIiIiIiISlhJHIiIiIiIiIiISlhJHIiIiIiIiIiISlhJHIiIiIiIiIiISlhJHIiIiIiIiIiISlhJHIiIiIiIiIiISlhJHIiIiIiIiIiISlhJHIiIiIiIiIiISlhJHIiIiIiIiIiISlhJHIiIiIiIiIiISlhJH1czn8/H+++8zePBgOnfuzLnnnsszzzyDw+EI1Nm6dSvDhw+nW7dunHHGGTz22GNBcQCn08kTTzxB79696dy5M7fffjubN28+4nkdDgf9+/dnzJgx1TY2kcPV5HwvKyvjueeeo3///nTu3Jmrr76aH374oUbGKQJVN98PNXbsWG688caQcofDwXPPPceAAQPo1KkTgwcP5t1338Xn81XL2EQOV5PzHeCTTz5h8ODBtG/fnv79+/PKK6/g9XqrfFwi4VTVfN+6dSt33XUXffr0oWvXrlx77bVh/1Z56623GDhwIB06dODSSy9l/vz51T5GkQNqer4foM+rJxlDqtVrr71mZGdnG+PGjTMWLlxoTJs2zejRo4cxdOhQw+fzGcXFxcbZZ59tXH755cacOXOM6dOnG926dTNuvfXWoHbuuOMOo2fPnsbHH39szJ492xg8eLDRu3dvo6ioKOx5H3zwQSMrK8u4//77a2KYIoZh1Ox8v/fee42OHTsab775prFgwQJj1KhRRps2bYzly5fX9LDlNFVV8/2AyZMnG1lZWcYNN9wQVO7z+YzbbrvN6NGjhzFt2jRj0aJFxvjx443WrVsbr7zySk0MVaTG5rthGMa0adOMVq1aGc8995yxaNEiY+LEiUbbtm2N8ePHV/cwRQzDqJr5XlhYaPTp08e46KKLjJkzZxrz58837rzzTqN169bGTz/9FKg3ZcoUIzs723jllVeMefPmGSNHjjSys7ONxYsX18bQ5TRUk/P9UPq8enJR4qgaeb1eo1u3bsbjjz8eVD5z5kwjKyvLWLlypTFp0iSjY8eORkFBQSA+b948Iysry7Db7YZhGMbSpUuNrKwsY968eYE6BQUFRqdOnYyJEyeGnHfevHlG586dja5du+ofotSYmpzv5eXlRnZ2tvHSSy8F6rjdbqNv377GmDFjqnGUIn5VNd8NwzC2bdtmjBgxwsjOzja6du0a8kF69erVRlZWljFr1qyg8kcffdTo1KmT4fP5qmGEIgfV5Hx3Op1G586djeeffz6ofOzYscbll19eDaMTCVZV833KlClG27Ztjby8vEAdj8djXHjhhcawYcMMw/D/PdOtW7eg+e7z+YyrrrrKGDp0aHUOU8QwjJqd74fS59WTj25Vq0YOh4MhQ4Zw0UUXBZU3a9YMgO3bt7NgwQK6du1KnTp1AvE+ffoQGxvLd999B8CCBQuIiYmhT58+gTp16tShe/fuIUtZi4uLefjhh7nvvvtISEiorqGJhKjJ+e52u/H5fMTFxQXqREREEB8fz759+6ptjCIHVNV8B3j22WfZunUrb731FtnZ2WHPd/XVV9OrV6+Qc5WVlVFQUFBVwxIJqybn+8KFC3E6nSG3sN1///3MmDGjKoclElZVzfe0tDSGDh1KWlpaoI7FYqFJkyZs27YNgBUrVlBSUsLAgQMDdUwmEwMHDuSnn36ioqKi2sYpAjU73w/Q59WTkxJH1SghIYGHH36Yrl27BpV/8803ALRo0YJNmzaRmZkZFLdYLGRkZJCTkwPApk2byMjIwGKxBNVr3LhxoM4BTz31FM2bN+eaa66p6uGIHFVNzvf4+HguvfRS3n77bZYtW0ZJSQlTpkxhw4YNXHzxxdU1RJGAqprvAHfffTdffPEF3bt3D3uutm3b8uSTT5KUlBRyrjp16gT9ISdSHWpyvq9du5b4+Hj27t3L9ddfT7t27ejduzcTJ07EMIwqHplIqKqa7xdccAF/+9vfguoUFxezePFiWrZsCfj/5gFo2rRpUL0mTZrg9XpDPnCLVLWanO8H6PPqySmitjtwulmxYgWvv/4655xzDllZWZSWlhIbGxtSLzY2NrDhWGlpadDKikPrOJ3OwPs5c+Ywd+5cvvrqK0wmU/UNQuQ4Ved8v+eee1i/fn3Q/3RGjRrFBRdcUA0jETm2E5nvAFlZWb/5XG+99RY///wzY8aMwWzWd0BS86prvhcWFuL1ehk2bBg333wzI0eOZOHChUyYMIGKigruueeeKh+LyLGc6Hw/lM/n45FHHsHhcPDnP/8ZIFD38L97DrR9tM3lRapLdc130OfVk5kSRzVoyZIlDB8+nIyMDJ599lmAo357duAf0/HUKSws5NFHH2X06NE0bNiwCnstcmKqc74XFBRw5ZVXEhERwfPPP09aWhrff/89EydOJCYmhltuuaUKRyJybCc630/EtGnTePbZZxk0aBBDhw494XZETlR1zne3201ZWRmjRo0KXMt79uxJcXExU6dOZdiwYWG/XBCpLlUx391uN2PGjGH27Nk8+uijdOjQAeCYT8bUFwNS06pzvuvz6slNV6MaMmvWLG655RbS09N58803SU5OBvzfMBy6iuIAh8NBfHz8Ues4nc5Anccff5wWLVpwxRVX4PF48Hg8gP8fusfj0fJuqVHVPd8/+ugjcnNzeeONNxgyZAg9e/bkvvvu4+abb2b8+PHa50hq1O+Z77+Fz+dj7NixPPXUU1x44YWMGzdO39ZJjavu+X7gW+1+/foFlfft2xeXyxW4tUekJlTFfC8pKeG2225j1qxZPPLII1x//fWB2IG6h7d1YBXHify/QuREVfd81+fVk5sSRzVg8uTJ3HPPPXTq1Il3332X1NTUQCwzMzPk/mWv18uOHTto3rx5oM6OHTtCvpXYunVroM7s2bP5+eefadeuHW3btqVt27bs3LmTzz77jLZt2/Lzzz9X8yhF/Gpivu/atYuUlJSQPQG6d++O2+3WngBSY37vfD9eLpeLu+66i6lTp3Lrrbcybtw4IiK0aFhqVk3M9yZNmgD+OX8ot9sNQFRU1Il2X+Q3qYr5npeXx9VXX82yZct48cUXueGGG4KOObBvzNatW4PKt27ditVqpVGjRlU9LJGwamK+6/PqyU2Jo2r2wQcf8PzzzzNo0CDeeOONkKxs7969Wbx4MYWFhYGyBQsWUFZWRu/evQH/rvVOp5Pvv/8+UKewsBC73R6oM2PGjJCfevXqcc455zBjxgzatm1bA6OV011NzfdmzZp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" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.microsoft.datawrangler.viewer.v0+json": { "columns": [ { "name": "index", "rawType": "object", "type": "string" }, { "name": "PNL_RF", "rawType": "object", "type": "unknown" }, { "name": "PNL_ADA_RF", "rawType": "object", "type": "unknown" }, { "name": "PNL_RIDGE", "rawType": "object", "type": "unknown" }, { "name": "PNL_ADA_RIDGE", "rawType": "object", "type": "unknown" }, { "name": "LONG", "rawType": "object", "type": "unknown" } ], "conversionMethod": "pd.DataFrame", "ref": "0264726b-81b1-409b-aa07-1a206ec7b50e", "rows": [ [ "Return %", "8.205899297727077", "9.585616621053923", "8.124635836862533", "10.0105628648597", "2.4013944660418987" ], [ "St. Dev. %", "10.0", "10.0", "9.999999999999998", "10.0", "10.0" ], [ "Sharpe Ratio", "0.8205899297727077", "0.9585616621053923", "0.8124635836862534", "1.00105628648597", "0.24013944660418987" ], [ "Sortino Ratio", "1.1571110358915215", "1.3993108729375623", "1.1451264650761719", "1.4532818821906792", "0.3288141015178357" ], [ "Max 21-Day Draw %", "-21.019367715979165", "-18.360865592653923", "-18.094170805981605", "-16.94721646721258", "-22.064435317340354" ], [ "Max 6-Month Draw %", "-38.58981662095215", "-33.9519961648339", "-31.013404810576972", "-27.332395792108898", "-25.113462948929566" ], [ "Peak to Trough Draw %", "-47.94565841980824", "-41.902979302881526", "-37.84785464971796", "-33.55420843353777", "-63.043463393342236" ], [ "Top 5% Monthly PnL Share", "0.6048995357569484", "0.5413070654432826", "0.5684241052480882", "0.5097649336001395", "1.7944180841121986" ], [ "EUR_FXXR_NSA correl", "0.33602513456081706", "0.09633887772188714", "0.34708350040719266", "0.37196254045406", "0.5152572711741982" ], [ "USD_EQXR_NSA correl", "0.31096336232903055", "0.11280843373236318", "0.29552541315214503", "0.2601435130717908", "0.3353063743435959" ], [ "Traded Months", "253", "253", "253", "253", "253" ] ], "shape": { "columns": 5, "rows": 11 } }, "text/html": [ "
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xcatPNL_RFPNL_ADA_RFPNL_RIDGEPNL_ADA_RIDGELONG
Return %8.2058999.5856178.12463610.0105632.401394
St. Dev. %10.010.010.010.010.0
Sharpe Ratio0.820590.9585620.8124641.0010560.240139
Sortino Ratio1.1571111.3993111.1451261.4532820.328814
Max 21-Day Draw %-21.019368-18.360866-18.094171-16.947216-22.064435
Max 6-Month Draw %-38.589817-33.951996-31.013405-27.332396-25.113463
Peak to Trough Draw %-47.945658-41.902979-37.847855-33.554208-63.043463
Top 5% Monthly PnL Share0.60490.5413070.5684240.5097651.794418
EUR_FXXR_NSA correl0.3360250.0963390.3470840.3719630.515257
USD_EQXR_NSA correl0.3109630.1128080.2955250.2601440.335306
Traded Months253253253253253
\n", "
" ], "text/plain": [ "xcat PNL_RF PNL_ADA_RF PNL_RIDGE PNL_ADA_RIDGE LONG\n", "Return % 8.205899 9.585617 8.124636 10.010563 2.401394\n", "St. Dev. % 10.0 10.0 10.0 10.0 10.0\n", "Sharpe Ratio 0.82059 0.958562 0.812464 1.001056 0.240139\n", "Sortino Ratio 1.157111 1.399311 1.145126 1.453282 0.328814\n", "Max 21-Day Draw % -21.019368 -18.360866 -18.094171 -16.947216 -22.064435\n", "Max 6-Month Draw % -38.589817 -33.951996 -31.013405 -27.332396 -25.113463\n", "Peak to Trough Draw % -47.945658 -41.902979 -37.847855 -33.554208 -63.043463\n", "Top 5% Monthly PnL Share 0.6049 0.541307 0.568424 0.509765 1.794418\n", "EUR_FXXR_NSA correl 0.336025 0.096339 0.347084 0.371963 0.515257\n", "USD_EQXR_NSA correl 0.310963 0.112808 0.295525 0.260144 0.335306\n", "Traded Months 253 253 253 253 253" ] }, "execution_count": 59, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sigx = [\"RF\", \"ADA_RF\", \"RIDGE\", \"ADA_RIDGE\"]\n", "\n", "pnl = msn.NaivePnL(\n", " df=dfx,\n", " ret=\"FXXR_VT10\",\n", " sigs=sigx,\n", " blacklist=fxblack,\n", " start=\"2004-04-30\",\n", " cids=cids_fx,\n", " bms=[\"EUR_FXXR_NSA\", \"USD_EQXR_NSA\"],\n", ")\n", "\n", "for xcat in sigx:\n", " pnl.make_pnl(\n", " sig=xcat,\n", " sig_op=\"zn_score_pan\",\n", " rebal_freq=\"monthly\",\n", " rebal_slip=1,\n", " vol_scale=10,\n", " thresh=2,\n", " )\n", "\n", "pnl.make_long_pnl(label=\"LONG\", vol_scale=10)\n", "\n", "pnl.plot_pnls(\n", " pnl_cats=[\"PNL_RF\", \"PNL_ADA_RF\", \"PNL_RIDGE\", \"PNL_ADA_RIDGE\", \"LONG\"],\n", " title=\"All learning signals: Naive global FX forward PnLs for 26 currencies and vol-targeted positions\",\n", " title_fontsize=16,\n", " xcat_labels=[\n", " \"Learning using random forest regressions without boosting\",\n", " \"Learning using random forest regressions including Adaboost versions\",\n", " \"Learning using ridge forest regressions without boosting\",\n", " \"Learning using ridge forest regressions including Adaboost versions\",\n", " \"Long-only\",\n", " ],\n", " figsize=(14, 8),\n", ")\n", "pnl.evaluate_pnls(pnl_cats=pnl.pnl_names)" ] } ], "metadata": { "kernelspec": { "display_name": "academy2", "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": "3.11.5" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": { "026e9dea09024568b2c642f2dc187cca": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "ProgressStyleModel", "state": { "description_width": "" } }, "07ee4ba8a21741e6beaa26d08a77986c": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {} }, "099805811cab4e3f9fae4335285274e5": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": 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